In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!
data_path = 'Bike-Sharing-Dataset/hour.csv'
rides = pd.read_csv(data_path)
rides.head()
| instant | dteday | season | yr | mnth | hr | holiday | weekday | workingday | weathersit | temp | atemp | hum | windspeed | casual | registered | cnt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2011-01-01 | 1 | 0 | 1 | 0 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.81 | 0.0 | 3 | 13 | 16 |
| 1 | 2 | 2011-01-01 | 1 | 0 | 1 | 1 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 8 | 32 | 40 |
| 2 | 3 | 2011-01-01 | 1 | 0 | 1 | 2 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 5 | 27 | 32 |
| 3 | 4 | 2011-01-01 | 1 | 0 | 1 | 3 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 3 | 10 | 13 |
| 4 | 5 | 2011-01-01 | 1 | 0 | 1 | 4 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 0 | 1 | 1 |
This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.
Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.
rides[:24*10].plot(x='dteday', y='cnt')
<matplotlib.axes._subplots.AxesSubplot at 0x112952a20>
Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
rides = pd.concat([rides, dummies], axis=1)
fields_to_drop = ['instant', 'dteday', 'season', 'weathersit',
'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
| yr | holiday | temp | hum | windspeed | casual | registered | cnt | season_1 | season_2 | ... | hr_21 | hr_22 | hr_23 | weekday_0 | weekday_1 | weekday_2 | weekday_3 | weekday_4 | weekday_5 | weekday_6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0.24 | 0.81 | 0.0 | 3 | 13 | 16 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 0 | 0 | 0.22 | 0.80 | 0.0 | 8 | 32 | 40 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 2 | 0 | 0 | 0.22 | 0.80 | 0.0 | 5 | 27 | 32 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 3 | 0 | 0 | 0.24 | 0.75 | 0.0 | 3 | 10 | 13 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 4 | 0 | 0 | 0.24 | 0.75 | 0.0 | 0 | 1 | 1 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
5 rows × 59 columns
To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.
The scaling factors are saved so we can go backwards when we use the network for predictions.
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
data_clean = data[:]
for each in quant_features:
mean, std = data[each].mean(), data[each].std()
scaled_features[each] = [mean, std]
data_clean.loc[:, each] = (data[each] - mean)/std
data = data_clean[:]
data.head()
| yr | holiday | temp | hum | windspeed | casual | registered | cnt | season_1 | season_2 | ... | hr_21 | hr_22 | hr_23 | weekday_0 | weekday_1 | weekday_2 | weekday_3 | weekday_4 | weekday_5 | weekday_6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | -1.334609 | 0.947345 | -1.553844 | -0.662736 | -0.930162 | -0.956312 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 0 | 0 | -1.438475 | 0.895513 | -1.553844 | -0.561326 | -0.804632 | -0.823998 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 2 | 0 | 0 | -1.438475 | 0.895513 | -1.553844 | -0.622172 | -0.837666 | -0.868103 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 3 | 0 | 0 | -1.334609 | 0.636351 | -1.553844 | -0.662736 | -0.949983 | -0.972851 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 4 | 0 | 0 | -1.334609 | 0.636351 | -1.553844 | -0.723582 | -1.009445 | -1.039008 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
5 rows × 59 columns
We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.
# Save data for approximately the last 21 days
test_data = data[-21*24:]
# Now remove the test data from the data set
data = data[:-21*24]
# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]
We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]
Below you'll build your network. We've built out the structure and the backwards pass. You'll implement the forward pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.

The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.
We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.
Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.
Below, you have these tasks:
self.activation_function in __init__ to your sigmoid function.train method.train method, including calculating the output error.run method.class NeuralNetwork(object):
def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
# Set number of nodes in input, hidden and output layers.
self.input_nodes = input_nodes
self.hidden_nodes = hidden_nodes
self.output_nodes = output_nodes
# Initialize weights
self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5,
(self.input_nodes, self.hidden_nodes))
self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5,
(self.hidden_nodes, self.output_nodes))
self.lr = learning_rate
#### TODO: Set self.activation_function to your implemented sigmoid function ####
#
# Note: in Python, you can define a function with a lambda expression,
# as shown below.
self.activation_function = lambda x : 1/(1 + np.exp(-x)) # Replace 0 with your sigmoid calculation.
### If the lambda code above is not something you're familiar with,
# You can uncomment out the following three lines and put your
# implementation there instead.
#
#def sigmoid(x):
# return 0 # Replace 0 with your sigmoid calculation here
#self.activation_function = sigmoid
def train(self, features, targets):
''' Train the network on batch of features and targets.
Arguments
---------
features: 2D array, each row is one data record, each column is a feature
targets: 1D array of target values
'''
n_records = features.shape[0]
delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
for X, y in zip(features, targets):
#### Implement the forward pass here ####
### Forward pass ###
# TODO: Hidden layer - Replace these values with your calculations.
hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with your calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
final_outputs = final_inputs # signals from final output layer
#### Implement the backward pass here ####
### Backward pass ###
# TODO: Output error - Replace this value with your calculations.
error = y - final_outputs # Output layer error is the difference between desired target and actual output.
hidden_error = np.dot(error, self.weights_hidden_to_output.T)
# TODO: Backpropagated error terms - Replace these values with your calculations.
output_error_term = error
# TODO: Calculate the hidden layer's contribution to the error
hidden_error_term = hidden_error * (hidden_outputs * (1 - hidden_outputs))
# Weight step (input to hidden)
delta_weights_i_h += hidden_error_term * X[:, None]
print(hidden_outputs)
# Weight step (hidden to output)
delta_weights_h_o += output_error_term * hidden_outputs[:, None]
# TODO: Update the weights - Replace these values with your calculations.
self.weights_hidden_to_output += self.lr * delta_weights_h_o / n_records # update hidden-to-output weights with gradient descent step
self.weights_input_to_hidden += self.lr * delta_weights_i_h / n_records # update input-to-hidden weights with gradient descent step
def run(self, features):
''' Run a forward pass through the network with input features
Arguments
---------
features: 1D array of feature values
'''
#### Implement the forward pass here ####
# TODO: Hidden layer - replace these values with the appropriate calculations.
hidden_inputs = np.dot(features, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with the appropriate calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
final_outputs = final_inputs # signals from final output layer
return final_outputs
def MSE(y, Y):
return np.mean((y-Y)**2)
Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.
import unittest
inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
[0.4, 0.5],
[-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
[-0.1]])
class TestMethods(unittest.TestCase):
##########
# Unit tests for data loading
##########
def test_data_path(self):
# Test that file path to dataset has been unaltered
self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
def test_data_loaded(self):
# Test that data frame loaded
self.assertTrue(isinstance(rides, pd.DataFrame))
##########
# Unit tests for network functionality
##########
def test_activation(self):
network = NeuralNetwork(3, 2, 1, 0.5)
# Test that the activation function is a sigmoid
self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))
def test_train(self):
# Test that weights are updated correctly on training
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
network.train(inputs, targets)
self.assertTrue(np.allclose(network.weights_hidden_to_output,
np.array([[ 0.37275328],
[-0.03172939]])))
self.assertTrue(np.allclose(network.weights_input_to_hidden,
np.array([[ 0.10562014, -0.20185996],
[0.39775194, 0.50074398],
[-0.29887597, 0.19962801]])))
def test_run(self):
# Test correctness of run method
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
self.assertTrue(np.allclose(network.run(inputs), 0.09998924))
suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
[ 0.4850045 0.45512111]
---------------------------------------------------------------------- Ran 5 tests in 0.008s OK
<unittest.runner.TextTestResult run=5 errors=0 failures=0>
Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.
You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.
This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, if you use too many iterations, then the model with not generalize well to other data, this is called overfitting. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. As you start overfitting, you'll see the training loss continue to decrease while the validation loss starts to increase.
This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. A good choice to start at is 0.1. If the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.
The more hidden nodes you have, the more accurate predictions the model will make. Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose.
import sys
### Set the hyperparameters here ###
iterations = 2000
learning_rate = 0.05
hidden_nodes = 5
output_nodes = 1
N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)
losses = {'train':[], 'validation':[]}
for ii in range(iterations):
# Go through a random batch of 128 records from the training data set
batch = np.random.choice(train_features.index, size=128)
X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
network.train(X, y)
# Printing out the training progress
train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
+ "% ... Training loss: " + str(train_loss)[:5] \
+ " ... Validation loss: " + str(val_loss)[:5])
sys.stdout.flush()
losses['train'].append(train_loss)
losses['validation'].append(val_loss)
[ 0.40303043 0.67417818 0.55098441 0.30832652 0.43637508] [ 0.59535582 0.51142264 0.54438963 0.71830153 0.50108678] [ 0.49842659 0.44765341 0.53126602 0.62254159 0.45951578] [ 0.64811864 0.43592949 0.34392767 0.62316139 0.49783008] [ 0.49198176 0.45418024 0.47224329 0.63147736 0.49035453] [ 0.53550554 0.53686471 0.55212208 0.62905866 0.47958565] [ 0.52522258 0.58692541 0.53784141 0.52242858 0.40402917] [ 0.49683961 0.32888466 0.49218069 0.6893591 0.39767042] [ 0.44492572 0.52461289 0.52171299 0.46237829 0.5151136 ] [ 0.56363484 0.60519075 0.50935658 0.542376 0.48661457] [ 0.4353042 0.49927898 0.5699946 0.58965355 0.40321403] [ 0.48229102 0.44487327 0.50872352 0.5488119 0.57756301] [ 0.55471385 0.34569138 0.69664146 0.66989467 0.35471716] [ 0.5672129 0.45904007 0.50900225 0.4354125 0.41863302] [ 0.54789981 0.4858302 0.37501605 0.5698645 0.42365972] [ 0.621463 0.31266818 0.35185112 0.88205271 0.33872806] [ 0.48113282 0.44214394 0.5221866 0.46966311 0.52890284] [ 0.56755559 0.39546904 0.49825404 0.5945089 0.44447308] [ 0.63853751 0.37142321 0.63170968 0.52723622 0.55929558] [ 0.55400147 0.62207114 0.53881517 0.52931568 0.44767884] [ 0.64014081 0.34954636 0.45246207 0.8223661 0.40562739] [ 0.52731205 0.63514275 0.47971221 0.43494477 0.39971342] [ 0.54254935 0.44068519 0.45763015 0.67967873 0.32849575] [ 0.55379308 0.44270039 0.42169384 0.54239254 0.50815602] [ 0.67106488 0.60759754 0.2891593 0.51634817 0.33743387] [ 0.41963535 0.53513489 0.60594905 0.20963126 0.49676959] [ 0.53363626 0.34341208 0.49229574 0.81861559 0.41814736] [ 0.52043582 0.53108016 0.58308228 0.52800983 0.4647415 ] [ 0.49377576 0.69077369 0.4811745 0.53776905 0.50166768] [ 0.5017242 0.55702503 0.59605023 0.52863379 0.49925695] [ 0.40054475 0.74019585 0.53006504 0.4606425 0.50051442] [ 0.46231357 0.60791176 0.43520749 0.63321316 0.48232396] [ 0.48493714 0.36430624 0.58873795 0.45578272 0.5008554 ] [ 0.63119515 0.392911 0.46623843 0.7283734 0.5098571 ] [ 0.61081344 0.18227093 0.58482392 0.7173324 0.42371924] [ 0.57890121 0.63429194 0.55938095 0.61247831 0.38449019] [ 0.42673142 0.73330266 0.56553472 0.40623443 0.52933442] [ 0.56462346 0.38607406 0.5061668 0.52686791 0.52606302] [ 0.52118166 0.37193423 0.47276993 0.64127499 0.38180651] [ 0.50885129 0.57670269 0.55139152 0.51261491 0.37645139] [ 0.53395662 0.63623623 0.41926328 0.42467293 0.41168723] [ 0.40482479 0.57763545 0.60011185 0.39758602 0.41055447] [ 0.41147035 0.43222324 0.62659213 0.58354317 0.50528222] [ 0.34752891 0.67294214 0.47358717 0.39303111 0.51490418] [ 0.48795068 0.38164428 0.47082308 0.7078351 0.3200871 ] [ 0.6861433 0.34798862 0.47963852 0.61476275 0.50581212] [ 0.57267302 0.43927651 0.51990397 0.49167855 0.60020187] [ 0.54977135 0.52160187 0.53394997 0.53151917 0.53678158] [ 0.4863147 0.28596544 0.59678647 0.5045281 0.49866498] [ 0.57633308 0.54529246 0.469306 0.5878579 0.48412239] [ 0.57590306 0.42344974 0.53109975 0.54787927 0.43093964] [ 0.53979228 0.63557703 0.47421561 0.59408392 0.35020304] [ 0.4910927 0.42331421 0.60910398 0.7143918 0.3846761 ] [ 0.51811847 0.66620144 0.45824023 0.63752409 0.47593649] [ 0.46939398 0.3645218 0.54472958 0.6440466 0.40080422] [ 0.4734917 0.58223862 0.32000431 0.5960939 0.41903266] [ 0.31464332 0.53403569 0.57718732 0.3995332 0.57452726] [ 0.57590306 0.42344974 0.53109975 0.54787927 0.43093964] [ 0.51466466 0.33505711 0.51289429 0.70007492 0.36854236] [ 0.47367519 0.53620938 0.52724936 0.50933973 0.53549173] [ 0.52999114 0.43367433 0.56412813 0.70362276 0.39794949] [ 0.58767577 0.61270612 0.44409976 0.56738428 0.32065873] [ 0.63519795 0.46103588 0.4725003 0.62644231 0.57150878] [ 0.44414457 0.57016362 0.69993949 0.31105695 0.49196052] [ 0.45119998 0.30827104 0.54114562 0.73989542 0.49949891] [ 0.50121635 0.3802191 0.49421837 0.79710732 0.45246869] [ 0.54414656 0.40506997 0.48781255 0.6096923 0.38464972] [ 0.482032 0.62224512 0.43165048 0.54276194 0.5057021 ] [ 0.63529225 0.2804748 0.49449257 0.7221263 0.39881086] [ 0.65770538 0.447082 0.32680779 0.68598242 0.35891133] [ 0.46055243 0.69422345 0.51608501 0.37962588 0.50009223] [ 0.40163204 0.57090706 0.48036079 0.47789362 0.59309169] [ 0.52126136 0.56194568 0.48872455 0.62541552 0.3636949 ] [ 0.43462885 0.64055582 0.57121247 0.35989603 0.51897078] [ 0.52023574 0.66542149 0.36790238 0.69506809 0.48195182] [ 0.46849073 0.396387 0.65933215 0.53818118 0.45687807] [ 0.54639052 0.70523923 0.4140108 0.56312667 0.53672397] [ 0.54522514 0.35063581 0.57139457 0.52331834 0.3430763 ] [ 0.50929726 0.67532753 0.51250486 0.33501385 0.4194772 ] [ 0.50762112 0.41716164 0.56067419 0.59876644 0.59437982] [ 0.46848804 0.48983835 0.52477099 0.75548291 0.44325042] [ 0.47392064 0.55961265 0.58224885 0.45003398 0.64787018] [ 0.51991854 0.49769096 0.53385363 0.48545902 0.38427913] [ 0.55115353 0.50462545 0.4436372 0.4391683 0.37108171] [ 0.5286796 0.55483981 0.47239363 0.62388522 0.36022409] [ 0.51263353 0.32563242 0.53268623 0.71866141 0.39303704] [ 0.49760644 0.61231599 0.41395127 0.4613977 0.37467699] [ 0.59781346 0.55403447 0.43889681 0.34790209 0.40369908] [ 0.42739712 0.4659418 0.58007019 0.64719068 0.44149396] [ 0.50784272 0.41375814 0.63643483 0.6301845 0.32661972] [ 0.46725097 0.65446903 0.56896508 0.43000942 0.46212106] [ 0.47069169 0.3998187 0.57401966 0.4257842 0.49320884] [ 0.59143923 0.58467503 0.42500261 0.57150491 0.35978591] [ 0.42786838 0.55234754 0.47037639 0.31565834 0.51425355] [ 0.55941252 0.34718399 0.45439869 0.77668343 0.41410293] [ 0.50821346 0.56001321 0.55218697 0.40631696 0.58641308] [ 0.47178206 0.54448719 0.65368897 0.42947896 0.53807139] [ 0.49554808 0.50033828 0.49110224 0.66373306 0.41884275] [ 0.50915595 0.6911706 0.62843401 0.5660888 0.48796986] [ 0.49922804 0.64497864 0.62711709 0.32038022 0.48946969] [ 0.57323826 0.40713598 0.48827635 0.69638177 0.50422752] [ 0.61619045 0.47196779 0.41609342 0.6227337 0.39767289] [ 0.52805184 0.40209631 0.54610865 0.58166709 0.36299824] [ 0.50246908 0.49084858 0.55884656 0.57699022 0.40232561] [ 0.65800116 0.38751051 0.53750656 0.50935985 0.49715599] [ 0.53281363 0.37925756 0.47623418 0.41872288 0.43318436] [ 0.49110229 0.37864423 0.53799512 0.69461973 0.4145114 ] [ 0.46860681 0.59905491 0.49669714 0.50886204 0.53583295] [ 0.52756943 0.32200861 0.70360255 0.68415841 0.40611631] [ 0.63942028 0.52740778 0.34957971 0.64752312 0.47723617] [ 0.47673261 0.44689633 0.74236606 0.63499374 0.40648653] [ 0.58447143 0.50320679 0.50387809 0.49127692 0.42629889] [ 0.55242008 0.6074128 0.56094323 0.62920863 0.4069541 ] [ 0.59784646 0.5099997 0.35290404 0.7574712 0.42822963] [ 0.48374681 0.73229464 0.50774764 0.46800113 0.48274233] [ 0.52113595 0.4831534 0.45096086 0.55891692 0.57806696] [ 0.43197539 0.5496113 0.61464308 0.55262931 0.51614525] [ 0.50678903 0.4910543 0.47186382 0.41148429 0.44602835] [ 0.46505947 0.46028928 0.47489931 0.47111014 0.3424755 ] [ 0.58190148 0.37599126 0.49836256 0.55022429 0.36380199] [ 0.46040828 0.48351894 0.59681121 0.35363098 0.52290596] [ 0.46546829 0.53753079 0.52217557 0.44497426 0.44350942] [ 0.6164617 0.6133586 0.4269177 0.59139486 0.54981459] [ 0.62035218 0.39323623 0.50431224 0.50784379 0.40155664] [ 0.55126795 0.58754274 0.51223565 0.58506962 0.46408783] [ 0.46858098 0.46017993 0.4883931 0.65500982 0.50626116] [ 0.65050442 0.45991735 0.37571726 0.54234866 0.44674215] [ 0.60693217 0.43715928 0.27673065 0.57104349 0.42665543] Progress: 0.0% ... Training loss: 1.946 ... Validation loss: 1.645[ 0.64731236 0.59796682 0.44307895 0.66899985 0.41758013] [ 0.52191394 0.33414836 0.3980857 0.58980947 0.39607618] [ 0.50696572 0.45388695 0.59358963 0.75279798 0.43754341] [ 0.56263261 0.59766199 0.5357176 0.40082453 0.46508948] [ 0.56540565 0.39221854 0.551732 0.77242043 0.48477205] [ 0.52437557 0.62494485 0.46368825 0.60820919 0.45917515] [ 0.63124384 0.32119769 0.45087628 0.71405317 0.3126824 ] [ 0.4555306 0.52106366 0.58893364 0.29286841 0.55170202] [ 0.43766646 0.51942907 0.63560943 0.42736749 0.54387003] [ 0.50869459 0.64865891 0.50163284 0.47297767 0.45607965] [ 0.49919303 0.50587159 0.49700787 0.67063189 0.34897664] [ 0.42978789 0.48510621 0.63414383 0.3947672 0.41942356] [ 0.54365714 0.50640898 0.58993267 0.50277055 0.54121789] [ 0.41118495 0.60568882 0.47752666 0.1824585 0.40392869] [ 0.52239857 0.34197337 0.68520173 0.71033309 0.42373695] [ 0.39030067 0.59199984 0.58877263 0.39427379 0.52670069] [ 0.53616055 0.55954813 0.36564618 0.47733356 0.42489851] [ 0.50281968 0.35260456 0.7221606 0.58326044 0.52735496] [ 0.4704449 0.57592009 0.61427589 0.32017604 0.48435723] [ 0.43973385 0.58700826 0.6758869 0.51275166 0.44842719] [ 0.42640319 0.45223187 0.4817646 0.40312279 0.50583099] [ 0.63022554 0.70347535 0.34252921 0.69503544 0.37373861] [ 0.57838981 0.3285982 0.4739158 0.81949471 0.43123824] [ 0.41913686 0.50953066 0.56007228 0.75455063 0.46670584] [ 0.45103695 0.60248796 0.60158766 0.29253099 0.59435797] [ 0.45056295 0.53354732 0.53339669 0.63511575 0.40774103] [ 0.58712634 0.38921677 0.62549328 0.63240427 0.53676244] [ 0.418044 0.57316935 0.43919965 0.46401746 0.56290774] [ 0.7050103 0.49875951 0.39820213 0.5106322 0.41500644] [ 0.55773019 0.49164292 0.5744017 0.5461492 0.3380576 ] [ 0.46913678 0.58114561 0.48578242 0.49095639 0.52952372] [ 0.59806192 0.47734538 0.27093845 0.58021376 0.39750484] [ 0.56537979 0.45669838 0.65088583 0.43346053 0.36910677] [ 0.67603283 0.27050702 0.38784976 0.73099174 0.40604923] [ 0.46794792 0.5014313 0.60739201 0.46333101 0.42136061] [ 0.51355381 0.50753797 0.38803636 0.34975537 0.43489741] [ 0.60544647 0.57279105 0.31969526 0.58675309 0.40323762] [ 0.60758411 0.5942374 0.34663949 0.77112206 0.40225201] [ 0.54316202 0.57026684 0.51771536 0.5096386 0.48933596] [ 0.54054636 0.57009125 0.61002235 0.61254593 0.47536424] [ 0.5719075 0.38206922 0.39976537 0.61907345 0.4359283 ] [ 0.43907891 0.75293334 0.48510391 0.55503843 0.51064295] [ 0.45062854 0.6608496 0.51379032 0.41292169 0.56032557] [ 0.50925913 0.55153083 0.5178118 0.39070988 0.44575124] [ 0.49280452 0.55885745 0.63002583 0.4410929 0.43602507] [ 0.51629988 0.52726119 0.63778371 0.286148 0.3988494 ] [ 0.5893679 0.29532717 0.52324658 0.67795175 0.30288579] [ 0.46876856 0.54302657 0.59180387 0.36789177 0.46784233] [ 0.48302876 0.7156164 0.5708283 0.54132448 0.50254416] [ 0.49025479 0.44400035 0.46814471 0.70637929 0.43089447] [ 0.50064006 0.56134776 0.62131959 0.60098601 0.46003261] [ 0.4860612 0.39758983 0.50291346 0.69756351 0.29818646] [ 0.4458306 0.60931134 0.51610238 0.27022249 0.57087356] [ 0.67493908 0.50841586 0.28857635 0.64721501 0.4055749 ] [ 0.6024939 0.51817959 0.5550673 0.46009275 0.63865657] [ 0.58207524 0.59210335 0.52714727 0.43697099 0.5045002 ] [ 0.52500052 0.26752928 0.37866479 0.73080785 0.35033603] [ 0.51595296 0.55121267 0.3404906 0.37623784 0.34655014] [ 0.44247337 0.62243627 0.55331273 0.33894342 0.50837268] [ 0.60673561 0.55844642 0.46729033 0.37789128 0.39925044] [ 0.53909702 0.43090644 0.59523052 0.68357168 0.46812517] [ 0.4922551 0.51061556 0.52332469 0.6617706 0.38584564] [ 0.53616055 0.55954813 0.36564618 0.47733356 0.42489851] [ 0.61075069 0.61909689 0.52002416 0.4021616 0.45329648] [ 0.66558032 0.40098177 0.31632905 0.62787612 0.44561478] [ 0.49703089 0.39680386 0.63286847 0.50597219 0.63032238] [ 0.50301842 0.46959739 0.50883597 0.56610872 0.39535186] [ 0.51315326 0.61397831 0.56144617 0.38688368 0.51534219] [ 0.52519715 0.47854403 0.57772941 0.74781386 0.42507371] [ 0.54896767 0.641926 0.38972968 0.59504916 0.34014181] [ 0.5344672 0.62047802 0.54234467 0.43416329 0.54240397] [ 0.64827023 0.58081816 0.55067757 0.4896108 0.38169603] [ 0.44580439 0.53659557 0.47865123 0.48731392 0.57738639] [ 0.51976865 0.39219105 0.67359993 0.55390778 0.44378346] [ 0.65985892 0.49532261 0.43977211 0.53016572 0.48194408] [ 0.53035165 0.49962931 0.53264275 0.40011874 0.43192762] [ 0.47559329 0.55876558 0.58919668 0.74172465 0.41396277] [ 0.52218465 0.49330901 0.53199563 0.48222244 0.38193567] [ 0.59001081 0.62096181 0.45712294 0.51560368 0.56927314] [ 0.57483452 0.38011406 0.39130582 0.62677601 0.27548293] [ 0.61808126 0.57305499 0.30344543 0.6274386 0.38878971] [ 0.46951793 0.50071272 0.48351982 0.62048708 0.46394558] [ 0.50249113 0.65288086 0.47357517 0.42463359 0.50623842] [ 0.5376735 0.47303801 0.42393816 0.7460084 0.42798891] [ 0.47661369 0.4812815 0.43261117 0.53299476 0.44194745] [ 0.56664459 0.62036483 0.51864133 0.49452892 0.4439509 ] [ 0.54340087 0.42523066 0.54647399 0.70546279 0.38759813] [ 0.43491289 0.50117556 0.46234049 0.48639549 0.53995744] [ 0.51912455 0.47808721 0.57544135 0.55625422 0.38246871] [ 0.59971094 0.64382413 0.33994585 0.67792231 0.4164557 ] [ 0.44901176 0.54021686 0.6138385 0.44232209 0.58490942] [ 0.52901195 0.30104136 0.41468663 0.8422395 0.39948668] [ 0.51068571 0.51959741 0.63212037 0.53387566 0.52081896] [ 0.4728563 0.53751633 0.51079239 0.62558139 0.49255832] [ 0.52906852 0.57608422 0.5823245 0.59822443 0.37147938] [ 0.47342495 0.50115837 0.49136991 0.51212046 0.41248116] [ 0.58742852 0.46611569 0.38704047 0.57393573 0.44955475] [ 0.50103633 0.65080529 0.41724207 0.47227771 0.53474019] [ 0.52858383 0.49820501 0.42967862 0.59130822 0.40399696] [ 0.52296035 0.55518985 0.56686841 0.57590558 0.5685743 ] [ 0.43633603 0.52860575 0.47311609 0.54349289 0.49089145] [ 0.57080163 0.39391281 0.48580155 0.69651515 0.32294521] [ 0.5071032 0.67133628 0.51199534 0.53578742 0.45589081] [ 0.47397488 0.4417563 0.48952096 0.71760066 0.31790099] [ 0.4895892 0.4302079 0.53734268 0.49518138 0.39835427] [ 0.48090973 0.56763967 0.29254138 0.59844163 0.39559129] [ 0.44276991 0.61954585 0.57050774 0.54232389 0.3839833 ] [ 0.59142267 0.56660643 0.4837304 0.58778951 0.5667032 ] [ 0.52240326 0.49007022 0.45440914 0.65273479 0.33147352] [ 0.43626917 0.63042665 0.52285554 0.60923207 0.49441393] [ 0.62478318 0.46235358 0.49754355 0.65431456 0.43273194] [ 0.53335337 0.40691387 0.54156066 0.65005556 0.29933777] [ 0.5948397 0.42069956 0.37940508 0.62976712 0.41137891] [ 0.44965713 0.50676745 0.46399664 0.67484095 0.38593939] [ 0.60072032 0.53942578 0.52606793 0.51908126 0.44543676] [ 0.59004258 0.28774522 0.40979748 0.57465965 0.37348788] [ 0.51034324 0.56895608 0.59431145 0.50339888 0.47131634] [ 0.55002588 0.53898569 0.486679 0.56338904 0.48220932] [ 0.50759147 0.57474046 0.48136813 0.62228938 0.58823055] [ 0.72430955 0.58790188 0.38892342 0.70981119 0.49969719] [ 0.50418362 0.37255024 0.53582236 0.61901849 0.61755831] [ 0.47578081 0.45314409 0.58259247 0.47417845 0.47795126] [ 0.50387223 0.56253753 0.42866393 0.25313581 0.42553435] [ 0.57228541 0.54065028 0.45935182 0.65386144 0.35365824] [ 0.61993505 0.36123541 0.5089994 0.59832337 0.4744657 ] [ 0.54171003 0.34026562 0.58310322 0.62346936 0.3309483 ] [ 0.55738964 0.44982128 0.49263989 0.58658692 0.47993154] [ 0.42986059 0.48965156 0.47301237 0.54179349 0.52400315] Progress: 0.1% ... Training loss: 1.818 ... Validation loss: 1.575[ 0.49778899 0.58431396 0.41504879 0.55446999 0.5225603 ] [ 0.56807323 0.72443452 0.60143581 0.55327386 0.42441599] [ 0.51231407 0.38751523 0.56727658 0.46278143 0.39822633] [ 0.60152158 0.6911816 0.50179032 0.61878708 0.44161973] [ 0.55387552 0.51900952 0.53208555 0.4525774 0.37088415] [ 0.4663052 0.5649408 0.43259927 0.50150969 0.45093722] [ 0.58722554 0.4227863 0.30274777 0.56193442 0.44439027] [ 0.51561052 0.36842529 0.52486533 0.76658232 0.50413966] [ 0.47549313 0.62252311 0.45622275 0.47790304 0.48326273] [ 0.60770174 0.50733115 0.59307412 0.58783561 0.46854186] [ 0.68466988 0.3549308 0.39869712 0.67458092 0.47126381] [ 0.5740292 0.38619654 0.35497902 0.74549666 0.26901661] [ 0.45312954 0.45503503 0.55808366 0.4405044 0.53148309] [ 0.50445212 0.61976323 0.57630245 0.66322826 0.45375882] [ 0.41427607 0.56834421 0.67698279 0.42418124 0.46937108] [ 0.42855405 0.55839824 0.409963 0.44825821 0.52293645] [ 0.6421497 0.3270126 0.38963147 0.57941288 0.52018501] [ 0.53795701 0.3764086 0.70160021 0.57482343 0.45555891] [ 0.42526764 0.4417968 0.53143744 0.72150314 0.46505531] [ 0.56464469 0.34755581 0.41355828 0.78961719 0.38372977] [ 0.55729013 0.50598638 0.37113235 0.52315528 0.40346595] [ 0.52683538 0.57288489 0.33694075 0.50396387 0.31986347] [ 0.49887077 0.49659891 0.58346924 0.42102557 0.61276749] [ 0.46938252 0.63873926 0.55737303 0.4579557 0.5034249 ] [ 0.51033671 0.61200162 0.46809419 0.38291024 0.35922854] [ 0.53243657 0.56304952 0.47846321 0.64861211 0.53489657] [ 0.53300248 0.64581811 0.47766136 0.6975196 0.42463402] [ 0.46044561 0.3504014 0.45302558 0.50466394 0.56112998] [ 0.468005 0.45854748 0.706631 0.53334908 0.49055661] [ 0.65714294 0.55061195 0.46639661 0.53793266 0.36319478] [ 0.49438757 0.60296353 0.46355167 0.48393753 0.3521448 ] [ 0.60065872 0.52284535 0.43045467 0.53762942 0.31803203] [ 0.47807592 0.46750142 0.48679405 0.51613241 0.33038905] [ 0.57542239 0.62561983 0.55741285 0.4847727 0.53266926] [ 0.62958124 0.48291277 0.39136777 0.58353318 0.4490044 ] [ 0.5541085 0.58703497 0.51790239 0.53326429 0.58849821] [ 0.42034469 0.49630955 0.50783852 0.53083624 0.47320871] [ 0.46791437 0.58261627 0.50153216 0.31376413 0.55746369] [ 0.50335669 0.55658253 0.62169112 0.3293758 0.62267829] [ 0.53636695 0.56204021 0.44959551 0.48196075 0.34627141] [ 0.50898527 0.50894747 0.37706628 0.43380463 0.29382526] [ 0.44591595 0.53971256 0.61395694 0.57161284 0.43101646] [ 0.51952507 0.64010334 0.44851566 0.53932885 0.56753261] [ 0.44682941 0.56044504 0.51849789 0.43217713 0.4526555 ] [ 0.54576479 0.36627284 0.46783454 0.67687608 0.49316855] [ 0.57687625 0.33493401 0.56574572 0.80677175 0.45962373] [ 0.60032162 0.36206741 0.43457904 0.6554644 0.30113916] [ 0.55915316 0.42119297 0.45294626 0.53006166 0.46512386] [ 0.47056192 0.56414072 0.37200274 0.37560492 0.38209852] [ 0.59242483 0.44807714 0.55016542 0.53568435 0.37935971] [ 0.57215319 0.30715147 0.51177865 0.67384821 0.31295392] [ 0.51289443 0.57847527 0.46666237 0.67635616 0.46752428] [ 0.6296419 0.64130582 0.45911256 0.57972885 0.37063708] [ 0.49283743 0.4219128 0.64427276 0.49550619 0.38506317] [ 0.53970317 0.52707387 0.56134259 0.40566054 0.3653257 ] [ 0.57155984 0.56653538 0.58262087 0.49100857 0.56674146] [ 0.54818426 0.48557591 0.50352931 0.54279337 0.37353891] [ 0.48341735 0.65577513 0.53978714 0.32794035 0.54103288] [ 0.64249715 0.63237501 0.37478481 0.71678893 0.34219267] [ 0.42821239 0.55837139 0.54491754 0.33685522 0.54122796] [ 0.53669444 0.52971458 0.48124213 0.52967262 0.41626114] [ 0.48560422 0.46581648 0.64384875 0.58131147 0.41150024] [ 0.47076398 0.69576306 0.44996612 0.64717778 0.39494436] [ 0.58162303 0.57706179 0.59626621 0.38918622 0.4533605 ] [ 0.35283076 0.65066455 0.53709572 0.31492763 0.60566261] [ 0.49119005 0.62246909 0.36047611 0.3671517 0.39398918] [ 0.61234606 0.59714336 0.3899642 0.50846122 0.35047327] [ 0.54498232 0.49552545 0.42827846 0.72776478 0.31126836] [ 0.62039487 0.4838658 0.48518972 0.43437958 0.39416112] [ 0.53829028 0.33719524 0.41840866 0.72498469 0.3431915 ] [ 0.52677832 0.69144459 0.41792688 0.55503289 0.52394624] [ 0.57490673 0.23467917 0.53082971 0.68307349 0.50968914] [ 0.52251859 0.40062328 0.47563964 0.63104292 0.46321258] [ 0.54497708 0.48452943 0.43965031 0.66261987 0.47677993] [ 0.58487061 0.28201026 0.52724312 0.69943321 0.32851763] [ 0.5248474 0.46086408 0.55317123 0.62904274 0.56748986] [ 0.64117417 0.50939251 0.54597953 0.45436206 0.46372399] [ 0.68629632 0.51925947 0.46483973 0.57354567 0.40991237] [ 0.70773433 0.49607464 0.31815962 0.6694653 0.44643314] [ 0.48371127 0.46097327 0.52079104 0.75802621 0.43688776] [ 0.49464885 0.54485211 0.47593444 0.62209689 0.43767896] [ 0.60076088 0.53880762 0.56944967 0.64687496 0.55915484] [ 0.61193259 0.33828936 0.44550259 0.83844264 0.5227779 ] [ 0.60791068 0.41827553 0.46272778 0.70664354 0.47049049] [ 0.51971856 0.32892057 0.44587458 0.59569604 0.3192107 ] [ 0.55337882 0.30518358 0.45626433 0.58152555 0.31034211] [ 0.45755374 0.41704677 0.55366661 0.37319279 0.43636855] [ 0.66734333 0.44926756 0.38684204 0.61806658 0.28115868] [ 0.56141157 0.47985728 0.51504229 0.57841749 0.39354352] [ 0.62820695 0.53339231 0.38945198 0.6797164 0.48175719] [ 0.56101078 0.36285003 0.44153889 0.77970304 0.42696153] [ 0.4587618 0.55387834 0.48974435 0.5408892 0.54779809] [ 0.55938676 0.34141273 0.54105148 0.65675165 0.30885498] [ 0.57572993 0.4573609 0.51917193 0.72052059 0.56077223] [ 0.64359425 0.26308904 0.50058105 0.76077938 0.51240282] [ 0.5596391 0.34778484 0.41940782 0.6424546 0.31150707] [ 0.58693111 0.47216112 0.51223736 0.37215991 0.47213017] [ 0.55999801 0.64382654 0.55067235 0.52091993 0.5838726 ] [ 0.70554059 0.41841039 0.35745828 0.7232285 0.42170539] [ 0.36551929 0.6174611 0.4399313 0.33843141 0.51981831] [ 0.42317131 0.49260426 0.49468616 0.3859401 0.39735686] [ 0.56685328 0.34694603 0.46615243 0.58808822 0.4971575 ] [ 0.67697145 0.40236068 0.44648864 0.55898632 0.35602914] [ 0.58956985 0.38991831 0.43562735 0.77710316 0.48497275] [ 0.57446024 0.44023976 0.49411232 0.49748439 0.53948907] [ 0.58132515 0.45510075 0.53608944 0.74728246 0.4261034 ] [ 0.50924003 0.39255088 0.40425062 0.72723573 0.38994127] [ 0.62530129 0.58474625 0.50272845 0.55329243 0.54144812] [ 0.58075347 0.39472512 0.60067761 0.71153823 0.48002975] [ 0.48157721 0.51661429 0.44216679 0.53887753 0.56413302] [ 0.4971881 0.57551094 0.52639859 0.55163459 0.41329057] [ 0.62129206 0.21949447 0.63380842 0.49132499 0.51463879] [ 0.59435104 0.38312227 0.54085941 0.75514853 0.55444522] [ 0.53601688 0.45235265 0.47730716 0.63683717 0.35005328] [ 0.51042295 0.45960938 0.49465631 0.57960727 0.53804573] [ 0.61542291 0.24080199 0.50855159 0.6223951 0.40814664] [ 0.4869697 0.50507094 0.60338393 0.54320959 0.44044084] [ 0.41166531 0.59231237 0.62343268 0.34848882 0.60039804] [ 0.55204833 0.37715056 0.57465069 0.81757991 0.38827035] [ 0.53307333 0.33422747 0.58251363 0.64704678 0.59332135] [ 0.59276955 0.68100616 0.55255286 0.52475574 0.4802301 ] [ 0.45014769 0.55002913 0.3733253 0.5586266 0.55149607] [ 0.56104129 0.61257658 0.30839596 0.66290733 0.34880786] [ 0.52262625 0.42142183 0.51528323 0.6292025 0.2948729 ] [ 0.4759557 0.64531853 0.51617113 0.5794924 0.53966714] [ 0.42220646 0.48364611 0.58004335 0.7186448 0.49224974] [ 0.57037227 0.71207305 0.38888755 0.64809217 0.39440686] [ 0.60829751 0.50886768 0.49551142 0.68777014 0.53238933] Progress: 0.1% ... Training loss: 1.730 ... Validation loss: 1.529[ 0.53671436 0.60209052 0.49183504 0.39570499 0.40740303] [ 0.44701045 0.5203625 0.52900524 0.70462952 0.49724703] [ 0.46430557 0.44535858 0.51612938 0.36694201 0.61531744] [ 0.53999041 0.30141503 0.63067118 0.53132988 0.37910052] [ 0.54093061 0.3747867 0.49600525 0.56532856 0.49534285] [ 0.3453926 0.62193076 0.6025297 0.50401302 0.51204926] [ 0.56659161 0.64418396 0.46536464 0.53006514 0.45060294] [ 0.44040647 0.49410582 0.60041628 0.61134612 0.54025101] [ 0.63935472 0.59542068 0.45928361 0.40975589 0.3094314 ] [ 0.44415977 0.47157092 0.51734684 0.67452046 0.4538965 ] [ 0.57633397 0.49266111 0.44176278 0.42479241 0.48206099] [ 0.55217458 0.28446342 0.51436306 0.62596442 0.48359596] [ 0.49425553 0.58340927 0.3863185 0.43987964 0.42622409] [ 0.54708001 0.67895436 0.43964704 0.45608823 0.53228706] [ 0.49213547 0.60004817 0.46253708 0.54851769 0.57439635] [ 0.57310193 0.60813609 0.3968425 0.55793377 0.38436465] [ 0.50455752 0.51928142 0.4921526 0.58603049 0.48123249] [ 0.56010633 0.29228698 0.50962106 0.83816456 0.49147707] [ 0.501766 0.62065611 0.47037358 0.5063601 0.50195023] [ 0.50106555 0.45668234 0.60475027 0.51676462 0.38058667] [ 0.56433339 0.34040823 0.4850437 0.78266335 0.56895919] [ 0.6415482 0.47321618 0.38320392 0.65269302 0.37532043] [ 0.52913184 0.70131441 0.41889051 0.42837419 0.34745849] [ 0.52933835 0.61641187 0.44429762 0.45152495 0.45258105] [ 0.55215166 0.56599033 0.49529662 0.39249494 0.51277561] [ 0.60114249 0.38453402 0.52978339 0.6326369 0.5520225 ] [ 0.52961746 0.5725217 0.56883709 0.71363909 0.29897946] [ 0.47987274 0.64236995 0.39447482 0.32583463 0.42405948] [ 0.55239736 0.4551082 0.44797519 0.50079336 0.41530384] [ 0.52880095 0.65169043 0.4761321 0.64878232 0.45235157] [ 0.585349 0.50476486 0.64044956 0.59953623 0.33637141] [ 0.53832307 0.36893531 0.54311096 0.64193767 0.31152237] [ 0.57824223 0.25705228 0.570005 0.71247946 0.41290909] [ 0.56680789 0.33373309 0.44915274 0.57152725 0.4803083 ] [ 0.48013601 0.43954113 0.52085212 0.78378962 0.41309835] [ 0.50998758 0.34359174 0.49756072 0.35225406 0.42239957] [ 0.51128675 0.39716686 0.67934765 0.71941204 0.44812199] [ 0.62299135 0.36228464 0.47791432 0.65076639 0.43925066] [ 0.59832214 0.45830124 0.40252867 0.57401745 0.39034881] [ 0.56248696 0.46629898 0.53717374 0.55483919 0.50077324] [ 0.49451269 0.61594434 0.55439844 0.40207317 0.44075165] [ 0.61619502 0.48967454 0.44709049 0.54875859 0.50888258] [ 0.6256609 0.40387789 0.49476703 0.55138835 0.43698714] [ 0.60227158 0.62480305 0.33030401 0.69519284 0.45653928] [ 0.61954575 0.34090305 0.43866203 0.81057797 0.33357703] [ 0.55872603 0.44747062 0.49172219 0.58500797 0.47865949] [ 0.55307744 0.54253217 0.40164228 0.55295074 0.42583238] [ 0.59345636 0.38446755 0.54145642 0.75598064 0.55529134] [ 0.60599459 0.52139786 0.27220527 0.61460529 0.39259558] [ 0.5181643 0.42086257 0.4126718 0.50112406 0.44557856] [ 0.69975491 0.49084381 0.2999408 0.70192735 0.31993635] [ 0.46449926 0.51602649 0.59480792 0.54420108 0.43932887] [ 0.40652347 0.55688823 0.58578028 0.63825692 0.44409576] [ 0.58162575 0.30886986 0.56291216 0.62738749 0.50208441] [ 0.48631164 0.40683204 0.57623357 0.37203685 0.46361747] [ 0.49097902 0.343296 0.64914056 0.64433416 0.45710595] [ 0.38662601 0.67906065 0.643119 0.26322493 0.47720371] [ 0.69747595 0.44030091 0.39949057 0.63998768 0.47377542] [ 0.5328296 0.56621585 0.38620723 0.58448289 0.51525199] [ 0.60182487 0.35673618 0.46342469 0.75681196 0.3931268 ] [ 0.64021046 0.66233543 0.442643 0.46153849 0.46135089] [ 0.62931864 0.24904353 0.47137352 0.60003894 0.5290614 ] [ 0.52074608 0.46165696 0.46816714 0.55371974 0.4279243 ] [ 0.57237563 0.26810815 0.57870258 0.74070375 0.50839783] [ 0.50403986 0.36151835 0.55005691 0.49107714 0.31153819] [ 0.54758547 0.6077927 0.49794025 0.43089021 0.36908979] [ 0.46940053 0.37837655 0.51582185 0.69653433 0.41305792] [ 0.55268425 0.65779336 0.40465664 0.50721891 0.41787692] [ 0.53743284 0.57633764 0.54794091 0.52820518 0.32599717] [ 0.49177964 0.41167386 0.52857011 0.66135209 0.30514026] [ 0.52345609 0.50636124 0.39041119 0.63942658 0.29872263] [ 0.49897312 0.64819594 0.51397169 0.4547119 0.51808378] [ 0.53217525 0.63356267 0.37709718 0.47008181 0.36513719] [ 0.60536837 0.24082924 0.43280145 0.74089326 0.43529359] [ 0.45658259 0.34552075 0.52174492 0.7076953 0.45533196] [ 0.43981131 0.60801633 0.57027398 0.3745094 0.55949679] [ 0.5694795 0.30063586 0.38173282 0.75576941 0.47340573] [ 0.5451104 0.57081466 0.49973813 0.62138392 0.35492486] [ 0.5341685 0.34867304 0.54523689 0.58997446 0.36399225] [ 0.50603945 0.53995068 0.44077789 0.52538957 0.52449318] [ 0.52507676 0.4917702 0.5289978 0.29438189 0.46075583] [ 0.46662778 0.47945971 0.53819903 0.49548015 0.41379558] [ 0.49697907 0.63057569 0.41076286 0.497402 0.48675808] [ 0.58091374 0.34481788 0.50474481 0.58210213 0.27796471] [ 0.43032933 0.49397509 0.56568166 0.56766977 0.53449882] [ 0.44167857 0.51258977 0.63300765 0.42244799 0.54002424] [ 0.50401433 0.47379115 0.52875623 0.5565094 0.58570967] [ 0.44254581 0.5684834 0.37375646 0.51363617 0.55139945] [ 0.4631902 0.64734063 0.38091184 0.59627604 0.37645707] [ 0.45507678 0.7407965 0.45023466 0.62452175 0.41083167] [ 0.45405046 0.65284616 0.43429565 0.47793395 0.50937494] [ 0.45764365 0.6615802 0.47677072 0.64262552 0.47842775] [ 0.62222736 0.61910742 0.43597968 0.6311543 0.54537366] [ 0.48354886 0.32614168 0.48019061 0.55639891 0.38935205] [ 0.57420863 0.56292675 0.47947191 0.48215241 0.49944818] [ 0.48818954 0.71416652 0.46373337 0.49433846 0.45135347] [ 0.54374828 0.56586826 0.44853043 0.62990402 0.48629484] [ 0.46057618 0.49690396 0.6471399 0.44879042 0.5346018 ] [ 0.56417024 0.42318444 0.46382811 0.68841348 0.28485138] [ 0.49058895 0.39701644 0.56563869 0.60276005 0.35735374] [ 0.56229299 0.51096573 0.61734284 0.56187624 0.39656234] [ 0.49222259 0.48151058 0.64193711 0.78382334 0.42419237] [ 0.57160229 0.47618994 0.55044343 0.47090479 0.3676745 ] [ 0.6702401 0.30354302 0.41222714 0.57203036 0.52342147] [ 0.59336228 0.51813873 0.57632893 0.44062381 0.4839846 ] [ 0.46623642 0.55083251 0.51266576 0.47682066 0.37286699] [ 0.52565665 0.44352485 0.43809435 0.723969 0.30782206] [ 0.45314926 0.39322771 0.52760579 0.54812392 0.38239097] [ 0.54330092 0.58180714 0.52150181 0.32703134 0.50142203] [ 0.51825961 0.49829063 0.42626101 0.67249717 0.56346476] [ 0.59688224 0.67298914 0.36456322 0.78067792 0.40159368] [ 0.50214836 0.46820325 0.5989192 0.55202168 0.50540697] [ 0.4800478 0.47484193 0.43940058 0.70256464 0.50322603] [ 0.55880307 0.40345231 0.56186456 0.75367676 0.43028837] [ 0.5289701 0.47862744 0.33762885 0.52115065 0.39948398] [ 0.52043403 0.38814104 0.52762883 0.66001862 0.36235137] [ 0.58103213 0.56917565 0.38855408 0.53872767 0.4240815 ] [ 0.50732766 0.53841446 0.46366965 0.51784125 0.47126728] [ 0.46332036 0.5657847 0.64184117 0.53757276 0.42543044] [ 0.53516921 0.56692564 0.4019015 0.65050492 0.46852093] [ 0.53608088 0.48410067 0.38110176 0.38836477 0.46727987] [ 0.60638633 0.70550722 0.49786136 0.48390138 0.58093275] [ 0.63472201 0.52017616 0.44429317 0.54229482 0.47786319] [ 0.42192861 0.54575781 0.56660309 0.36297595 0.49395812] [ 0.64893303 0.3830944 0.46309462 0.833554 0.3598479 ] [ 0.58766969 0.51778835 0.49017914 0.51669331 0.34372815] [ 0.57668918 0.48601697 0.50625554 0.40880222 0.45666423] [ 0.45819385 0.60287252 0.44017762 0.46072239 0.44447616] Progress: 0.1% ... Training loss: 1.647 ... Validation loss: 1.488[ 0.54501344 0.5046347 0.40340635 0.57946511 0.54361124] [ 0.49216486 0.54319652 0.42123338 0.64356817 0.48872974] [ 0.58103547 0.67546243 0.34981202 0.52954196 0.34503647] [ 0.51480823 0.60923353 0.52554746 0.54184336 0.44340496] [ 0.50515328 0.36239311 0.52969443 0.71659954 0.33474779] [ 0.53893007 0.67634707 0.55489478 0.36558142 0.51094223] [ 0.54184954 0.40485158 0.45507217 0.66127287 0.29056006] [ 0.54703014 0.29736972 0.5892449 0.54256738 0.48516695] [ 0.43970604 0.51366212 0.65966726 0.42715524 0.41613591] [ 0.5474331 0.28561924 0.59132285 0.77555975 0.3271123 ] [ 0.53431416 0.37648746 0.50785901 0.59360167 0.59395649] [ 0.53369346 0.62291951 0.54849408 0.5694567 0.41892842] [ 0.58288779 0.59061435 0.51845369 0.33288883 0.38715095] [ 0.50444967 0.42375783 0.49199764 0.57669186 0.33767659] [ 0.56811957 0.50095207 0.40208891 0.4765941 0.48928355] [ 0.55921692 0.7472155 0.42405573 0.59335927 0.35794942] [ 0.6616928 0.57189583 0.39553219 0.75788283 0.42718636] [ 0.51621902 0.56849139 0.44100819 0.51268375 0.40873682] [ 0.61672941 0.56182263 0.34383131 0.33456447 0.35607051] [ 0.44017677 0.50947949 0.4386708 0.28170875 0.50043089] [ 0.55267567 0.54630812 0.41768948 0.47758841 0.36241984] [ 0.60837655 0.49329143 0.49158742 0.55474874 0.4955957 ] [ 0.56642694 0.43102116 0.33327627 0.72107686 0.36286795] [ 0.57008923 0.49648698 0.38030013 0.52916966 0.48124488] [ 0.47553613 0.31633944 0.55059008 0.59962238 0.4176988 ] [ 0.48291476 0.62033193 0.53610451 0.35126222 0.50277075] [ 0.63203739 0.47403501 0.48431535 0.64364568 0.3418297 ] [ 0.5248089 0.29992934 0.59247137 0.79045269 0.55689474] [ 0.68922777 0.37930647 0.41351965 0.62842006 0.35470163] [ 0.49148863 0.35375527 0.58426426 0.44768385 0.49457879] [ 0.58386329 0.57548885 0.4721057 0.50818769 0.42726439] [ 0.49824344 0.483261 0.53673379 0.31001269 0.42199593] [ 0.55376766 0.56637309 0.48008037 0.74311825 0.44152388] [ 0.59066266 0.52534901 0.3554289 0.6640605 0.23927599] [ 0.58595111 0.31803135 0.42633127 0.71131438 0.3622693 ] [ 0.45945956 0.41428009 0.4965381 0.51486503 0.49763444] [ 0.74925522 0.4144252 0.39323746 0.72231965 0.40977088] [ 0.53369346 0.62291951 0.54849408 0.5694567 0.41892842] [ 0.50238827 0.46006881 0.56128148 0.44394607 0.53080589] [ 0.34153964 0.51413238 0.63224692 0.35923471 0.50342431] [ 0.63427842 0.43218068 0.39726843 0.60015544 0.39564743] [ 0.50442852 0.53623744 0.61680839 0.47031678 0.50637956] [ 0.44720054 0.61245996 0.56765188 0.53705749 0.38016807] [ 0.56130033 0.29322502 0.56066762 0.75978205 0.55259193] [ 0.53990355 0.5054782 0.45196465 0.62389491 0.31879386] [ 0.58706482 0.69995677 0.39399682 0.49871804 0.44556998] [ 0.45639301 0.42769726 0.5340263 0.513189 0.47210028] [ 0.42164733 0.35824186 0.5071164 0.64146274 0.46383944] [ 0.53119443 0.16449865 0.51527398 0.59209461 0.40890345] [ 0.54447808 0.40954012 0.53203419 0.69106027 0.52377524] [ 0.56917463 0.5570149 0.41363606 0.37650468 0.38311662] [ 0.61976174 0.32146488 0.46854362 0.73700634 0.29788321] [ 0.52353731 0.55558944 0.3434873 0.39960423 0.35013879] [ 0.63450937 0.51645592 0.42420638 0.4475558 0.47103811] [ 0.7063944 0.59352359 0.4103537 0.52431117 0.31964258] [ 0.46539076 0.51457072 0.59431001 0.54322624 0.43861923] [ 0.37730035 0.64847864 0.5062292 0.42545973 0.5196686 ] [ 0.56725099 0.48383387 0.43205872 0.57712225 0.33014871] [ 0.40148973 0.64180525 0.58929368 0.43856577 0.58246126] [ 0.59248616 0.4567506 0.46926667 0.58992356 0.35965378] [ 0.56556933 0.44608726 0.46323255 0.66968144 0.60216645] [ 0.46581598 0.50752615 0.62384824 0.35792961 0.54230459] [ 0.55373736 0.621246 0.42288367 0.54568029 0.42853543] [ 0.62021748 0.54818815 0.54644368 0.43491476 0.43421436] [ 0.54354659 0.36914688 0.51858243 0.57243972 0.44438233] [ 0.45279536 0.65113069 0.43262903 0.434063 0.37650023] [ 0.37988557 0.51574623 0.50377123 0.45257813 0.5331523 ] [ 0.4675813 0.54606865 0.56913909 0.47334438 0.52578052] [ 0.53702756 0.56457916 0.54516819 0.501275 0.44768284] [ 0.47731101 0.53719487 0.48561714 0.48408148 0.54509649] [ 0.49468192 0.51851863 0.5709077 0.49243976 0.47653096] [ 0.46693718 0.39384371 0.45975915 0.62515244 0.54100873] [ 0.46109914 0.45889151 0.51679199 0.40327589 0.51526927] [ 0.44111346 0.64494021 0.40959323 0.37545865 0.41162398] [ 0.52297799 0.66502247 0.42737635 0.59813144 0.41993417] [ 0.6218892 0.31982253 0.39390098 0.7868647 0.43642163] [ 0.5371809 0.20973336 0.44303797 0.7386928 0.43366198] [ 0.48968274 0.52300096 0.59835121 0.50633052 0.49504412] [ 0.52019577 0.39970581 0.64887975 0.66443382 0.39666486] [ 0.5325377 0.48496608 0.5503248 0.31310763 0.40612093] [ 0.52614212 0.68806402 0.45669586 0.51452124 0.48736948] [ 0.43961266 0.65066096 0.48579509 0.45397538 0.48943912] [ 0.47527871 0.6096651 0.55119483 0.583794 0.50296436] [ 0.59717823 0.54476223 0.5647729 0.42571159 0.34504845] [ 0.49649841 0.47833547 0.53376594 0.73726134 0.36422924] [ 0.59956978 0.44984641 0.48529159 0.46604417 0.48478992] [ 0.52574113 0.48012186 0.5672033 0.55224361 0.3520215 ] [ 0.55497167 0.31573926 0.50501372 0.5041222 0.46969081] [ 0.45979727 0.49461877 0.50981369 0.49185065 0.47850751] [ 0.60514928 0.33315967 0.613264 0.74376404 0.46282386] [ 0.57276874 0.35395638 0.47168517 0.59091219 0.45926421] [ 0.51210742 0.66568405 0.48541443 0.45293773 0.47780748] [ 0.42933386 0.45834979 0.40617476 0.33052434 0.413903 ] [ 0.48798372 0.57680597 0.51850834 0.42104834 0.56617452] [ 0.57296644 0.64989786 0.46308183 0.28540699 0.37446028] [ 0.58896637 0.39757617 0.50387909 0.49072214 0.48526626] [ 0.42754606 0.62627767 0.54790224 0.35293418 0.61816173] [ 0.52634557 0.45253774 0.44864219 0.39732887 0.42835585] [ 0.53614921 0.41301534 0.40695387 0.56233363 0.33606224] [ 0.56175882 0.3919787 0.47745346 0.58845808 0.28000777] [ 0.59278623 0.54658267 0.42210821 0.61553123 0.35740369] [ 0.62667649 0.5498824 0.42511195 0.56904332 0.37944405] [ 0.52101125 0.38829662 0.44451821 0.51523122 0.36960303] [ 0.50978264 0.33474762 0.47327255 0.58538331 0.38026005] [ 0.43001257 0.50137257 0.54680595 0.45843972 0.41357587] [ 0.6339646 0.51051701 0.49933838 0.56883449 0.35426765] [ 0.4656678 0.39544199 0.54452382 0.73846283 0.44298352] [ 0.61589288 0.55007374 0.36976413 0.54701563 0.41926233] [ 0.40108939 0.58181376 0.46477708 0.45508893 0.45314565] [ 0.50156028 0.56301441 0.58981929 0.52099976 0.55828492] [ 0.46104332 0.66306954 0.6351192 0.29356616 0.44200709] [ 0.3973668 0.42544508 0.51442188 0.51065542 0.57175479] [ 0.44567715 0.40415873 0.52735249 0.77513629 0.44988233] [ 0.56675692 0.34697792 0.4662832 0.58834265 0.49736441] [ 0.36355875 0.59285917 0.54735134 0.41211582 0.52450927] [ 0.57973954 0.36047755 0.61932421 0.78554103 0.37719361] [ 0.62725943 0.26697407 0.50144891 0.65074279 0.35044384] [ 0.64455466 0.48140886 0.41005752 0.66705668 0.46673224] [ 0.51933216 0.59212413 0.42489979 0.46185487 0.36777845] [ 0.49539913 0.6430321 0.60420638 0.55261134 0.49120166] [ 0.38389686 0.50553391 0.49859535 0.42283307 0.62245972] [ 0.52882283 0.52782308 0.50700309 0.38551113 0.39003695] [ 0.47750878 0.53047932 0.5684968 0.58965413 0.45087999] [ 0.49265344 0.47280022 0.54812388 0.69040104 0.3327629 ] [ 0.57195415 0.36357673 0.42658718 0.59941239 0.36339921] [ 0.47611273 0.47982621 0.41681202 0.69018576 0.32667774] [ 0.59493759 0.35895784 0.52019118 0.57472219 0.30879338] [ 0.50990791 0.4714664 0.46637679 0.62286872 0.56138204] Progress: 0.2% ... Training loss: 1.571 ... Validation loss: 1.452[ 0.5855927 0.46059431 0.4643377 0.61177909 0.35673093] [ 0.48623709 0.49975334 0.61008943 0.48123259 0.40883402] [ 0.3985229 0.48323071 0.53883276 0.41853859 0.5235142 ] [ 0.51371051 0.41738946 0.46165575 0.7617958 0.34695096] [ 0.54921324 0.50185842 0.40347114 0.57385257 0.42075393] [ 0.51487993 0.6470688 0.44957056 0.45632672 0.50970317] [ 0.56397139 0.48958204 0.47727637 0.58032474 0.49630191] [ 0.42510304 0.42444055 0.63829075 0.6611639 0.53842122] [ 0.53029812 0.48027077 0.5269621 0.47282396 0.3753005 ] [ 0.46781893 0.64112124 0.55969412 0.57940545 0.38401086] [ 0.55822327 0.34661188 0.54835997 0.61113313 0.39357712] [ 0.56049559 0.33556885 0.51459738 0.61049098 0.27436397] [ 0.60701066 0.61155181 0.44452411 0.61288969 0.35504471] [ 0.54767452 0.27408686 0.54514158 0.58748009 0.42537003] [ 0.55166091 0.48379171 0.42168044 0.48974047 0.46825606] [ 0.59225784 0.57457944 0.56885005 0.64752351 0.47247235] [ 0.45601311 0.68668676 0.33523708 0.39321688 0.34358559] [ 0.41053503 0.49219634 0.47154317 0.30617601 0.56801099] [ 0.54851263 0.46621215 0.52152022 0.61373192 0.45409198] [ 0.43419081 0.53642646 0.63973884 0.62540612 0.45339399] [ 0.46138037 0.58934865 0.4958007 0.45300402 0.47254859] [ 0.47476646 0.52235649 0.53108468 0.61969138 0.51445085] [ 0.37512169 0.69624676 0.51232745 0.34783796 0.53334088] [ 0.42946471 0.44267829 0.60911661 0.41463875 0.56122742] [ 0.45994954 0.49272667 0.52664648 0.72556098 0.49801028] [ 0.54899911 0.49908107 0.46341401 0.36360787 0.5056235 ] [ 0.48924234 0.40927361 0.64746529 0.64877915 0.38413145] [ 0.39786025 0.40043773 0.5874511 0.49938986 0.45351738] [ 0.49114079 0.28458836 0.61360167 0.54021725 0.45845659] [ 0.57921772 0.59741965 0.42178479 0.41118491 0.43866836] [ 0.56033671 0.30129768 0.40850253 0.67689558 0.31635217] [ 0.47222816 0.31099864 0.64723461 0.67344257 0.44964658] [ 0.50133264 0.26149097 0.47734561 0.80372577 0.55707207] [ 0.52058554 0.23866702 0.53905082 0.6280735 0.41168057] [ 0.55577246 0.54676622 0.47467406 0.63448524 0.4130898 ] [ 0.54481001 0.61522069 0.60491425 0.36877211 0.5659412 ] [ 0.595595 0.44414955 0.45214332 0.48987325 0.42175833] [ 0.63964884 0.53426213 0.58189075 0.55993441 0.479045 ] [ 0.51914045 0.62399162 0.3578414 0.46299585 0.37703067] [ 0.5318919 0.47655669 0.39091072 0.61831564 0.37997259] [ 0.59058727 0.44030724 0.33729748 0.66640403 0.43893922] [ 0.4909618 0.46165032 0.50591634 0.48378213 0.60690613] [ 0.5521478 0.32731782 0.58838803 0.5933742 0.29613398] [ 0.51418095 0.41589409 0.55531531 0.47605964 0.3597148 ] [ 0.48518246 0.35939475 0.47248134 0.70621474 0.32209588] [ 0.43225019 0.52410949 0.52084233 0.39097861 0.58096566] [ 0.51473056 0.26792132 0.51636917 0.65472234 0.41218553] [ 0.48315534 0.40002599 0.46357045 0.61270337 0.60827326] [ 0.60457116 0.36224415 0.53903362 0.50059396 0.48906957] [ 0.64443141 0.59428481 0.46216222 0.46051187 0.38992784] [ 0.60370174 0.51805174 0.42863975 0.53413925 0.31584803] [ 0.53246978 0.53387443 0.41983674 0.48207419 0.52893134] [ 0.53062353 0.55566573 0.47326021 0.68771043 0.36938688] [ 0.57811322 0.66349351 0.37563694 0.68988421 0.33214142] [ 0.54901556 0.43592418 0.41938311 0.67742552 0.41440944] [ 0.55709945 0.32783616 0.45380462 0.76639432 0.33869061] [ 0.45067232 0.33952086 0.48184382 0.4829255 0.57108894] [ 0.59497299 0.34121774 0.44248555 0.61811023 0.38984777] [ 0.4945879 0.47818516 0.38024927 0.64978538 0.46454094] [ 0.45676596 0.65911319 0.48319036 0.40362508 0.37559547] [ 0.53452802 0.28769618 0.51918514 0.70879886 0.3463279 ] [ 0.49872249 0.48012798 0.4836879 0.60550304 0.51541046] [ 0.49397852 0.49348336 0.47463544 0.4022694 0.29292685] [ 0.51960798 0.63142677 0.5646403 0.40522205 0.58343022] [ 0.53291378 0.57446636 0.4502151 0.48581657 0.50713774] [ 0.57124195 0.47213975 0.56340986 0.56028532 0.38958231] [ 0.43438199 0.58850169 0.62372364 0.22509337 0.45457128] [ 0.61912474 0.44052861 0.48002221 0.80870789 0.31812472] [ 0.47658716 0.56962265 0.48111776 0.48227727 0.52294706] [ 0.47447186 0.45787696 0.53631668 0.46374572 0.41194211] [ 0.4682288 0.47429608 0.41157967 0.45118257 0.41772985] [ 0.49542655 0.45960011 0.41996817 0.56614173 0.35147853] [ 0.64448442 0.5796815 0.43928278 0.69117633 0.47984704] [ 0.56707638 0.71119152 0.47121947 0.54577443 0.43559103] [ 0.60597848 0.32088311 0.48959952 0.51405064 0.43003699] [ 0.53519518 0.68311082 0.57482318 0.61093483 0.37866235] [ 0.54471098 0.42463393 0.43603486 0.69681905 0.46489581] [ 0.47583035 0.5795014 0.34550803 0.64829935 0.49212121] [ 0.51551368 0.357129 0.57426462 0.69302276 0.30960201] [ 0.49199157 0.49179921 0.56259509 0.45971915 0.3750714 ] [ 0.50423806 0.50851342 0.54164091 0.43311055 0.55149766] [ 0.53245925 0.61221495 0.44254645 0.44816851 0.44999404] [ 0.53005507 0.47022006 0.48665654 0.58560378 0.42634362] [ 0.54643898 0.40430777 0.49121617 0.65203079 0.50650631] [ 0.4134262 0.67501181 0.52965429 0.333462 0.49842873] [ 0.44564617 0.59413009 0.44409025 0.41953159 0.5021555 ] [ 0.42647606 0.58797745 0.60791836 0.5065856 0.50174468] [ 0.59659968 0.45144021 0.31996025 0.55206816 0.43773991] [ 0.50890485 0.50971013 0.49637524 0.59513922 0.5040681 ] [ 0.46827507 0.56689469 0.58123968 0.5369997 0.50523761] [ 0.58399652 0.43724073 0.5312956 0.42964661 0.45575686] [ 0.55193049 0.46373441 0.38412869 0.59597969 0.40042938] [ 0.51741091 0.58644371 0.36757399 0.59179051 0.31747492] [ 0.52995896 0.28028443 0.47238526 0.75570016 0.37980829] [ 0.51326393 0.37243505 0.56990016 0.61234646 0.38279432] [ 0.54833074 0.55642423 0.61054333 0.6813645 0.41186113] [ 0.48056139 0.47252415 0.61518613 0.54560038 0.50709811] [ 0.6453429 0.61078984 0.50348093 0.7007952 0.38472679] [ 0.58455948 0.53701495 0.40819503 0.53137327 0.44094292] [ 0.37290439 0.56712292 0.60642503 0.51997975 0.50618562] [ 0.53186005 0.60657075 0.41759058 0.50020481 0.36746104] [ 0.53959909 0.62928408 0.45801263 0.55876908 0.40653245] [ 0.62070775 0.54723752 0.37360907 0.80400895 0.32361335] [ 0.55883038 0.38045043 0.64832635 0.48064639 0.48176495] [ 0.54754694 0.61849062 0.50359165 0.64288059 0.43261181] [ 0.50245772 0.56284617 0.56225771 0.51826908 0.48890234] [ 0.4655135 0.31503938 0.59184205 0.73392887 0.46514052] [ 0.47890239 0.53352629 0.48388249 0.41417853 0.4173669 ] [ 0.4693465 0.51602179 0.37418373 0.49640282 0.49402889] [ 0.62046103 0.45674698 0.3916621 0.67314209 0.39179433] [ 0.53229682 0.54160353 0.43599953 0.45546077 0.38369488] [ 0.51693401 0.49625532 0.54178028 0.30384329 0.45385787] [ 0.4713592 0.54850067 0.38995007 0.71038224 0.54925444] [ 0.72580943 0.47940486 0.39148969 0.69412334 0.31550391] [ 0.64215761 0.40174202 0.49736593 0.51361045 0.38935306] [ 0.56404569 0.40216069 0.36804277 0.56360883 0.39303459] [ 0.61427005 0.48271521 0.45021679 0.59959505 0.29686597] [ 0.54874168 0.35759089 0.51666607 0.47183748 0.47095365] [ 0.47548909 0.52935645 0.31935342 0.58075395 0.53234267] [ 0.469614 0.38971249 0.45986123 0.74672255 0.35470258] [ 0.51240344 0.5338206 0.54581993 0.36888461 0.28544107] [ 0.52944571 0.31765938 0.59502514 0.360828 0.71551596] [ 0.53650195 0.43629666 0.41094881 0.79691133 0.33738533] [ 0.56830759 0.34621442 0.42907955 0.84788671 0.33431678] [ 0.44720081 0.59406293 0.56433297 0.40041147 0.47837958] [ 0.52723912 0.39909421 0.38126156 0.65490144 0.38759502] [ 0.50357321 0.562863 0.59866588 0.53162281 0.46588111] [ 0.55424687 0.40919371 0.50061683 0.58845076 0.39834924] Progress: 0.2% ... Training loss: 1.491 ... Validation loss: 1.418[ 0.61390466 0.48789104 0.40982647 0.73817776 0.35691751] [ 0.52660404 0.43049644 0.48413364 0.59169842 0.40425105] [ 0.40798708 0.70527358 0.46166238 0.3583029 0.45678214] [ 0.61698648 0.4383978 0.40465026 0.63000528 0.41144028] [ 0.50935491 0.4506499 0.53589573 0.67404676 0.32408542] [ 0.49045792 0.58506443 0.47467572 0.29371611 0.42015429] [ 0.58046136 0.38282322 0.35039654 0.55710024 0.43156667] [ 0.50734013 0.36020484 0.39895841 0.67441868 0.31588694] [ 0.46787986 0.57020876 0.40757454 0.39746658 0.36565374] [ 0.52993033 0.59752982 0.55279513 0.66583961 0.46228909] [ 0.63978395 0.55415698 0.37709905 0.54845977 0.37197456] [ 0.62388397 0.43271788 0.54723163 0.62770056 0.52900373] [ 0.65312712 0.47937908 0.38053144 0.7723155 0.41321676] [ 0.65695995 0.3699214 0.41813581 0.78159325 0.29588868] [ 0.61624516 0.41617797 0.52883362 0.39168137 0.48591583] [ 0.49889332 0.3334558 0.58765028 0.72746702 0.46941461] [ 0.49227977 0.42510784 0.41544014 0.41805146 0.47426282] [ 0.64047155 0.44477614 0.49472778 0.59247704 0.30128316] [ 0.58519314 0.42983347 0.51762529 0.72390905 0.52408326] [ 0.57684853 0.53529437 0.52601008 0.61260105 0.45032244] [ 0.52388965 0.48913392 0.60070854 0.50819824 0.60173313] [ 0.52726531 0.3805647 0.60053371 0.81057988 0.39817003] [ 0.46109273 0.67832734 0.54145502 0.37435326 0.43632332] [ 0.47648228 0.42784993 0.61481059 0.70433943 0.43650248] [ 0.46124283 0.37481108 0.6690648 0.56479115 0.4033116 ] [ 0.42526914 0.6585837 0.66924504 0.41950756 0.5219578 ] [ 0.42925058 0.59926165 0.41278977 0.34424153 0.43342548] [ 0.52835211 0.62326058 0.49428049 0.50360183 0.42688844] [ 0.41976575 0.69381058 0.52031961 0.38434146 0.49730231] [ 0.55304374 0.30599667 0.45652001 0.77488095 0.31605164] [ 0.56299312 0.60077471 0.50199825 0.50008574 0.3845203 ] [ 0.48681672 0.60366557 0.43958951 0.47783305 0.40795543] [ 0.45032718 0.40356272 0.56963572 0.73014176 0.42694929] [ 0.5238013 0.45035867 0.63508599 0.42055922 0.61796658] [ 0.51731176 0.68745916 0.49247794 0.59330632 0.48206191] [ 0.67551159 0.28956927 0.53064502 0.66392821 0.38408068] [ 0.52623431 0.42962755 0.4801008 0.37605142 0.38893708] [ 0.56424251 0.53407796 0.51970237 0.43234828 0.42121166] [ 0.58520793 0.43630399 0.45820583 0.4732796 0.50895667] [ 0.51361784 0.62520319 0.55766543 0.47463327 0.54565035] [ 0.50828486 0.38108425 0.70087427 0.51744162 0.49079527] [ 0.58201728 0.53235468 0.47680215 0.40663282 0.57526207] [ 0.582981 0.32313672 0.56520665 0.66537571 0.38846216] [ 0.51138173 0.46959895 0.49726914 0.69070742 0.43037 ] [ 0.57901624 0.28610034 0.56512674 0.57187977 0.63578587] [ 0.49991528 0.54546557 0.53464446 0.3668601 0.49972762] [ 0.54427524 0.57412524 0.42249361 0.51365877 0.51957727] [ 0.52950876 0.55159305 0.48658674 0.49767339 0.49157457] [ 0.53303372 0.41006657 0.41169219 0.54910366 0.47780552] [ 0.47835898 0.60143694 0.48772799 0.52374773 0.43497027] [ 0.511744 0.40053664 0.48314702 0.71242132 0.31690435] [ 0.46425533 0.50060537 0.51929976 0.7017922 0.47203045] [ 0.47812039 0.52688292 0.31036038 0.51882818 0.41753141] [ 0.467562 0.33402386 0.46372479 0.52677011 0.56951667] [ 0.51875929 0.41952613 0.64033178 0.76640838 0.37243711] [ 0.50364662 0.48354672 0.38166757 0.75028181 0.26680392] [ 0.51926012 0.44082311 0.62321891 0.41835489 0.63053955] [ 0.47876059 0.51634859 0.51373343 0.42974113 0.43185583] [ 0.57456307 0.60179927 0.43815146 0.43041618 0.33297758] [ 0.61607134 0.39523713 0.56755705 0.56271048 0.37904599] [ 0.53391199 0.51302427 0.49252757 0.56293054 0.33059608] [ 0.57087854 0.41231984 0.57846077 0.69314292 0.40101706] [ 0.49462032 0.5877569 0.42305376 0.3756176 0.42642935] [ 0.53788058 0.31242671 0.50951057 0.69433663 0.29564909] [ 0.55521692 0.64371089 0.43735849 0.53665946 0.4514967 ] [ 0.44674126 0.56634145 0.44872535 0.51211442 0.51152986] [ 0.63908107 0.43791136 0.24169938 0.65830293 0.38981977] [ 0.67451301 0.47448336 0.40194005 0.63353886 0.40217502] [ 0.56831378 0.56101349 0.5315795 0.44259135 0.45074151] [ 0.47984129 0.57595125 0.50805231 0.44933356 0.46356237] [ 0.4821174 0.34818126 0.5761682 0.5123727 0.60516997] [ 0.48390285 0.52787636 0.53431314 0.58613311 0.44867196] [ 0.48650749 0.56364686 0.38016945 0.43802307 0.50540345] [ 0.6002024 0.33880213 0.52862337 0.84868814 0.42053909] [ 0.55827733 0.33368567 0.54950282 0.58659569 0.55930455] [ 0.43701624 0.68729123 0.51260309 0.29510556 0.44091176] [ 0.43495411 0.45082976 0.54885868 0.43189262 0.54204931] [ 0.57456382 0.3835566 0.48417786 0.60686779 0.48164007] [ 0.47680683 0.55177458 0.58658961 0.44726737 0.44532566] [ 0.5388585 0.25908339 0.46406065 0.86015928 0.44463215] [ 0.50748865 0.29550285 0.62792566 0.59788115 0.46094962] [ 0.49204867 0.57127209 0.51645212 0.41715638 0.56315193] [ 0.55602006 0.32754901 0.47555216 0.82085472 0.50583516] [ 0.57537882 0.38333472 0.53546637 0.57887834 0.36500319] [ 0.55216896 0.44550175 0.50979859 0.41913564 0.54265727] [ 0.51021136 0.57160651 0.51582329 0.52646952 0.3996081 ] [ 0.46226052 0.54895803 0.46167796 0.46842096 0.38941199] [ 0.66030525 0.38045715 0.58146415 0.49301286 0.43882222] [ 0.51229525 0.40268579 0.62483887 0.72907138 0.31750155] [ 0.56182782 0.61007824 0.53374154 0.5199198 0.44067003] [ 0.54501564 0.40891215 0.53179329 0.69079013 0.52344969] [ 0.39718731 0.46080937 0.65676744 0.33314748 0.55413928] [ 0.59655022 0.60393039 0.44803949 0.70613732 0.37327861] [ 0.53107932 0.39796696 0.57554936 0.69371294 0.42875336] [ 0.47794075 0.28839974 0.59509699 0.75572422 0.46407082] [ 0.50112302 0.31452545 0.65269777 0.6748773 0.47074029] [ 0.55841801 0.41768115 0.55973229 0.54041562 0.51194821] [ 0.55345343 0.41143706 0.49249801 0.74278669 0.41975951] [ 0.58360989 0.3843049 0.52260406 0.61252405 0.33441682] [ 0.55989104 0.59499908 0.52222995 0.48371975 0.501781 ] [ 0.52369441 0.49208529 0.38240011 0.33968775 0.42653312] [ 0.44449749 0.64438533 0.48327985 0.44905569 0.48571766] [ 0.54031293 0.60029625 0.45117295 0.62832472 0.39347763] [ 0.49170895 0.57082043 0.43632992 0.45180806 0.50252445] [ 0.44920363 0.62575928 0.50382345 0.52230778 0.4353293 ] [ 0.52274012 0.41787145 0.51427992 0.72564518 0.35480302] [ 0.50968765 0.3741354 0.46954159 0.55802599 0.31319944] [ 0.54668853 0.56517164 0.51394917 0.47459738 0.47909764] [ 0.46035413 0.51969054 0.56490135 0.4777163 0.42701081] [ 0.40935509 0.54641709 0.48045471 0.51136759 0.50331628] [ 0.4914581 0.26014571 0.57162317 0.47446124 0.49717679] [ 0.47205764 0.54869653 0.38850351 0.47283994 0.43771566] [ 0.52631702 0.62592009 0.4520276 0.6364276 0.462868 ] [ 0.63678546 0.53916254 0.3771449 0.59524561 0.3508059 ] [ 0.42545012 0.58653831 0.49334878 0.41788113 0.52336969] [ 0.48305455 0.57687309 0.54762103 0.48433314 0.54106993] [ 0.58742972 0.27087649 0.49286898 0.71561389 0.31561715] [ 0.55103968 0.70833123 0.27795427 0.63561535 0.38068091] [ 0.53150076 0.31525555 0.59406138 0.35906851 0.71427667] [ 0.52031625 0.31356891 0.4296715 0.54500437 0.40749024] [ 0.61027361 0.23451459 0.41870905 0.80293856 0.31930549] [ 0.54637117 0.43984599 0.61443102 0.44221106 0.45138007] [ 0.6821496 0.59350111 0.46122753 0.61865777 0.36557915] [ 0.58826163 0.48309265 0.40292487 0.51109298 0.49806561] [ 0.57053324 0.36292748 0.36383941 0.78524576 0.3187783 ] [ 0.59349004 0.52368974 0.42549458 0.7186109 0.2926419 ] [ 0.60010311 0.55229954 0.43134069 0.5482237 0.38171068] [ 0.55975664 0.6333024 0.50266148 0.52189319 0.39197925] Progress: 0.3% ... Training loss: 1.415 ... Validation loss: 1.388[ 0.51398588 0.44223036 0.60146862 0.42398029 0.38380721] [ 0.3875688 0.60564277 0.39508401 0.42266372 0.4153217 ] [ 0.58723109 0.26077804 0.48376403 0.69961302 0.50362821] [ 0.60855242 0.5806767 0.51978994 0.58042943 0.39505261] [ 0.62631938 0.44187955 0.39483786 0.65039915 0.50126794] [ 0.5615412 0.46129546 0.47512272 0.64479656 0.33112442] [ 0.54878173 0.55902206 0.44602554 0.62517042 0.48254132] [ 0.46149743 0.53937812 0.58340185 0.56934311 0.55131911] [ 0.57363074 0.56057532 0.44872224 0.49816258 0.53481573] [ 0.56578842 0.30551524 0.53567691 0.79520225 0.52272083] [ 0.48633849 0.55450741 0.38574525 0.62423324 0.41252533] [ 0.57254843 0.38268363 0.33894667 0.79156147 0.30864083] [ 0.43482862 0.57996556 0.56850286 0.31052807 0.46992003] [ 0.590353 0.54106123 0.45776464 0.54755005 0.5591123 ] [ 0.47672448 0.42099542 0.42864326 0.61081881 0.51453556] [ 0.62870251 0.22554051 0.40165927 0.84234604 0.30085585] [ 0.60895044 0.42610642 0.56586687 0.4962655 0.51295446] [ 0.5880873 0.35640382 0.48526957 0.78959742 0.42808017] [ 0.56812778 0.44576745 0.37901191 0.57630401 0.50661903] [ 0.6255476 0.35883107 0.4765599 0.64841348 0.43737621] [ 0.57134991 0.35114407 0.44946886 0.57418973 0.40109802] [ 0.57397615 0.56725801 0.5877422 0.52222677 0.50615358] [ 0.56241056 0.3584467 0.54564438 0.700676 0.35139604] [ 0.50102887 0.31465428 0.65275149 0.6750949 0.47082155] [ 0.62049085 0.51279672 0.36448761 0.74292359 0.47107849] [ 0.49437413 0.57083353 0.48425922 0.37262357 0.38739544] [ 0.68818801 0.57840346 0.31258582 0.61412927 0.32264256] [ 0.59901132 0.40771375 0.44852662 0.64500205 0.49187545] [ 0.42266 0.51184281 0.58236306 0.29220703 0.43513979] [ 0.54173895 0.35200134 0.55083362 0.67868795 0.38448555] [ 0.55968208 0.49893449 0.54977779 0.54581188 0.46406119] [ 0.53276837 0.48467716 0.49307819 0.51393251 0.29042153] [ 0.61021467 0.34071084 0.44663052 0.83989581 0.52444745] [ 0.63150458 0.54163898 0.35934124 0.46871616 0.36493444] [ 0.51794045 0.31279963 0.51023352 0.7298838 0.53117365] [ 0.60421876 0.42274312 0.49116912 0.7725493 0.52416402] [ 0.61517976 0.40652356 0.33429266 0.62691828 0.47181389] [ 0.55799965 0.39294364 0.43143491 0.62581831 0.33679697] [ 0.58781449 0.38854667 0.53686297 0.74646069 0.43002072] [ 0.49356658 0.46956353 0.46725727 0.49764074 0.4149899 ] [ 0.45056232 0.50181296 0.50325072 0.43317545 0.56475446] [ 0.37876385 0.49816669 0.6497644 0.4185782 0.5354456 ] [ 0.50477229 0.63152993 0.50827934 0.44361398 0.56301218] [ 0.41764836 0.49343112 0.69276038 0.38745926 0.42773609] [ 0.45659716 0.4215218 0.58010242 0.71531082 0.49691017] [ 0.68573395 0.36908451 0.40038739 0.78311674 0.39666677] [ 0.47593332 0.45510136 0.47166584 0.37901895 0.51330765] [ 0.52070263 0.42162609 0.52591641 0.67967736 0.39029569] [ 0.530485 0.3952873 0.50933466 0.41580344 0.34180463] [ 0.6408837 0.69768515 0.47671202 0.63467135 0.39422888] [ 0.47074079 0.47978289 0.54899955 0.55647891 0.53440617] [ 0.5571271 0.28253625 0.533399 0.56827737 0.35545571] [ 0.53534056 0.73532836 0.37758862 0.47762544 0.32313377] [ 0.49297761 0.33275042 0.61696209 0.72320807 0.46999871] [ 0.49196747 0.22445122 0.43506512 0.66336214 0.45916383] [ 0.62780319 0.59196872 0.40908411 0.51219507 0.3525317 ] [ 0.56580302 0.3375246 0.69324305 0.54135013 0.45656932] [ 0.56581432 0.65457168 0.55424194 0.5502675 0.52573732] [ 0.65677628 0.51429461 0.32693434 0.62563558 0.41347779] [ 0.47012792 0.45854088 0.62554887 0.45745543 0.47750485] [ 0.47451365 0.38567518 0.53942203 0.66541527 0.47390482] [ 0.57460515 0.52758236 0.50735932 0.47347948 0.33910107] [ 0.49793545 0.48353217 0.55118818 0.40721032 0.37681928] [ 0.59747034 0.27827588 0.62195931 0.39857535 0.52587991] [ 0.49708795 0.33610422 0.67230162 0.7409567 0.43903147] [ 0.5238997 0.46726624 0.5703226 0.44259299 0.38298447] [ 0.41348763 0.48960334 0.63816337 0.50202523 0.54783384] [ 0.58805295 0.44619423 0.55932081 0.37572013 0.38347666] [ 0.59612152 0.56510304 0.52580798 0.48001341 0.46379296] [ 0.65153052 0.46079315 0.28402093 0.64900321 0.38596216] [ 0.54331777 0.42240429 0.56145958 0.62285283 0.34116071] [ 0.513615 0.45528131 0.5465988 0.71475345 0.45399776] [ 0.43619345 0.48402918 0.58532995 0.72509556 0.43344504] [ 0.42182394 0.68085142 0.41364057 0.41384499 0.5145121 ] [ 0.59494894 0.31085881 0.4925985 0.42597252 0.53580557] [ 0.53442684 0.49029671 0.47247305 0.43715855 0.39434543] [ 0.49066959 0.66434733 0.52641819 0.50938306 0.39946423] [ 0.51412409 0.3934992 0.67814092 0.71751154 0.44613255] [ 0.47721284 0.43061706 0.44097836 0.52985149 0.40496011] [ 0.52452467 0.58518136 0.51960429 0.39200808 0.40767694] [ 0.51234018 0.55492636 0.42999789 0.55090746 0.3912881 ] [ 0.45819758 0.50756781 0.49427084 0.37684513 0.5009033 ] [ 0.5456593 0.6606817 0.38460544 0.5447869 0.35513598] [ 0.50717312 0.62044648 0.5381755 0.5395464 0.33914067] [ 0.64098765 0.59491448 0.36277643 0.75317184 0.2589169 ] [ 0.60039517 0.41414085 0.48372648 0.60575833 0.48750644] [ 0.50161648 0.5146552 0.55688313 0.45755846 0.49368322] [ 0.52552174 0.50925266 0.50553796 0.25867842 0.42451741] [ 0.57598287 0.45957428 0.58574213 0.36752755 0.42376416] [ 0.46123745 0.4336147 0.45799718 0.49913718 0.56898878] [ 0.6670365 0.38681312 0.30627919 0.62216707 0.49764359] [ 0.43282324 0.40916999 0.58205755 0.69741129 0.51030397] [ 0.47279204 0.66998553 0.39428552 0.61508954 0.44723137] [ 0.49632959 0.44868303 0.5479728 0.63794895 0.33132092] [ 0.46328681 0.53004874 0.64291124 0.23186391 0.58925369] [ 0.40807797 0.42711549 0.5000507 0.5436958 0.55114306] [ 0.53164756 0.39800996 0.56691601 0.74007768 0.4333354 ] [ 0.52425776 0.43326041 0.60014442 0.56648139 0.38654835] [ 0.56780331 0.39746568 0.3664247 0.5602185 0.39053597] [ 0.48972702 0.53156488 0.60292004 0.27644307 0.44535105] [ 0.47958029 0.38978546 0.46943894 0.57456515 0.48995711] [ 0.536545 0.37162249 0.41420892 0.46871085 0.46142485] [ 0.48042091 0.30435949 0.55675255 0.63097096 0.39977083] [ 0.48067536 0.49347908 0.51204287 0.35782725 0.31751867] [ 0.52782162 0.50473538 0.59197415 0.60586277 0.45872845] [ 0.529395 0.38284814 0.69024997 0.53149407 0.43487617] [ 0.53583834 0.36575602 0.41235315 0.62639079 0.57541556] [ 0.65240956 0.56891764 0.53749602 0.51775346 0.3315242 ] [ 0.52560997 0.41522358 0.52570552 0.35693048 0.49574112] [ 0.57446798 0.24493091 0.58150552 0.80925195 0.53665053] [ 0.43398257 0.57555391 0.52302298 0.19409688 0.41265567] [ 0.50273227 0.50828105 0.40522901 0.43411782 0.44451302] [ 0.45186071 0.48669069 0.57595028 0.27483446 0.52873867] [ 0.52553144 0.55920563 0.51400137 0.41213186 0.47077624] [ 0.65440568 0.46214081 0.51624859 0.37833714 0.50388398] [ 0.6099793 0.2518966 0.54435893 0.65944585 0.33658863] [ 0.64192101 0.36432857 0.46582709 0.78627938 0.37436563] [ 0.69276561 0.43875746 0.4077538 0.39778014 0.35322857] [ 0.57716445 0.48677726 0.37704317 0.52226393 0.47608315] [ 0.58805295 0.44619423 0.55932081 0.37572013 0.38347666] [ 0.54783107 0.61153953 0.63428274 0.4828255 0.46432929] [ 0.52339679 0.5590255 0.43758691 0.50573911 0.40379275] [ 0.56707813 0.45502096 0.52912712 0.52418106 0.59125359] [ 0.39183158 0.54874034 0.51795715 0.31894126 0.47973454] [ 0.44546504 0.39692186 0.55073068 0.43496394 0.57612422] [ 0.60506059 0.58154625 0.39563654 0.72858179 0.45493479] [ 0.53406964 0.45979602 0.50720891 0.23299183 0.47138147] [ 0.46109024 0.34583345 0.5654988 0.63868018 0.47000466] Progress: 0.3% ... Training loss: 1.370 ... Validation loss: 1.371[ 0.45711148 0.55887453 0.55035716 0.53636319 0.5175703 ] [ 0.56983304 0.2936033 0.44287473 0.82254144 0.49329987] [ 0.39983588 0.66289011 0.63705655 0.25296997 0.46734713] [ 0.48558566 0.36716912 0.61594173 0.61901844 0.51299309] [ 0.51613271 0.43119968 0.47910866 0.6595629 0.32236025] [ 0.5850613 0.48922203 0.56362797 0.6063128 0.38512478] [ 0.6089414 0.38423929 0.3575417 0.66981415 0.36553792] [ 0.42530682 0.57380319 0.58035028 0.32539769 0.54138119] [ 0.64699507 0.41593802 0.3934155 0.76257808 0.33768281] [ 0.50268956 0.4413856 0.51542549 0.70767871 0.37762209] [ 0.60039605 0.53574227 0.38469074 0.43179769 0.38926112] [ 0.51911334 0.46598473 0.63836372 0.61912995 0.4757036 ] [ 0.52044605 0.46505649 0.60150995 0.47581148 0.53389704] [ 0.50727906 0.62223866 0.55791148 0.37037509 0.47282342] [ 0.56669756 0.59880191 0.5072721 0.55873911 0.4884878 ] [ 0.43129703 0.62281418 0.53246812 0.35288876 0.49591019] [ 0.58985174 0.42704971 0.46355009 0.4610633 0.36408265] [ 0.42904638 0.47417483 0.57668835 0.71315677 0.48720908] [ 0.51286503 0.48001254 0.39865107 0.63335786 0.44114834] [ 0.53531551 0.32037921 0.50873697 0.56744442 0.30305556] [ 0.50546367 0.42296807 0.57867983 0.66629314 0.425794 ] [ 0.51720469 0.53632502 0.46504192 0.45684208 0.43591038] [ 0.48822418 0.54962195 0.53311965 0.37246506 0.57468684] [ 0.55646199 0.31246052 0.52611556 0.56597283 0.53991348] [ 0.45229407 0.43099871 0.52807253 0.71525752 0.48211396] [ 0.46831385 0.30366977 0.53443196 0.70055434 0.50758631] [ 0.51849339 0.44253358 0.51470693 0.54442591 0.59742146] [ 0.66439513 0.48034274 0.45157765 0.44189118 0.39422768] [ 0.53477517 0.34408596 0.47086266 0.50099684 0.43889059] [ 0.47124134 0.55549736 0.5710771 0.32454457 0.45357532] [ 0.57208443 0.60510695 0.48509532 0.66276223 0.49757666] [ 0.58100325 0.53268054 0.55404069 0.30399484 0.34555646] [ 0.4730036 0.52761647 0.46726645 0.46479769 0.51410831] [ 0.61585692 0.59276368 0.41970705 0.55074652 0.35860261] [ 0.42257334 0.49358261 0.68975281 0.390871 0.54607937] [ 0.5690957 0.45185056 0.45339405 0.49346221 0.38789966] [ 0.47484091 0.2215382 0.54418823 0.66337469 0.52597727] [ 0.60267914 0.37799605 0.54938545 0.73402707 0.38153657] [ 0.55238571 0.65098305 0.54110309 0.41339856 0.38721619] [ 0.53838753 0.65264774 0.61296737 0.41158679 0.45254349] [ 0.50883869 0.60107115 0.45007729 0.62811599 0.44660794] [ 0.66344447 0.54683503 0.28178746 0.69632887 0.27492009] [ 0.60855378 0.37758102 0.48416542 0.68368237 0.26346867] [ 0.38577408 0.63889583 0.4265019 0.44986447 0.45151571] [ 0.4020553 0.52482916 0.49392148 0.3895103 0.48094362] [ 0.54654628 0.40116865 0.41681391 0.82177334 0.41414795] [ 0.59063638 0.56538146 0.3780343 0.60838876 0.41005938] [ 0.594182 0.56963545 0.51567952 0.5760812 0.40602003] [ 0.61592821 0.62526095 0.47592666 0.71913748 0.48582792] [ 0.57375083 0.56443424 0.55006088 0.5094487 0.45736833] [ 0.55534239 0.33796872 0.46907045 0.51782401 0.40169258] [ 0.61002623 0.45392549 0.43520542 0.48654407 0.47455206] [ 0.54562972 0.45924915 0.56105215 0.65652558 0.42132456] [ 0.50529639 0.30358872 0.46138237 0.65798826 0.41154399] [ 0.51334532 0.43194524 0.53677801 0.55362791 0.39126992] [ 0.51178131 0.55608713 0.40756765 0.47805387 0.35927035] [ 0.71888204 0.40829481 0.40070078 0.63802688 0.4179685 ] [ 0.6420464 0.68779252 0.33622184 0.6833863 0.36427068] [ 0.41930154 0.55000102 0.42357916 0.26389253 0.44989453] [ 0.48149624 0.60073563 0.36698187 0.53334365 0.53817921] [ 0.50555124 0.49272172 0.4270276 0.56587226 0.63591971] [ 0.4177494 0.73995615 0.48383868 0.25895375 0.48169552] [ 0.48641439 0.28153115 0.53329446 0.76723194 0.47542732] [ 0.47041395 0.60641979 0.58497051 0.55078186 0.47047165] [ 0.49625795 0.35160115 0.44354585 0.66423295 0.36565226] [ 0.56643675 0.40421969 0.36854453 0.60698013 0.42649913] [ 0.54053808 0.38901896 0.51476403 0.70964044 0.39970904] [ 0.49748519 0.51634549 0.45883696 0.6223871 0.36153044] [ 0.56473486 0.60151788 0.4968169 0.6011534 0.55159872] [ 0.52316743 0.27297126 0.55591731 0.56092325 0.37980383] [ 0.54795502 0.39982642 0.48268646 0.4059398 0.47019164] [ 0.49070374 0.59991401 0.54120136 0.48574563 0.42570699] [ 0.52765835 0.46930252 0.53005972 0.70955489 0.26684504] [ 0.45491667 0.48006926 0.51526743 0.49918013 0.45648104] [ 0.42693576 0.29381806 0.53380623 0.63021276 0.54387924] [ 0.52931845 0.56544792 0.61613221 0.62621354 0.49662571] [ 0.60578126 0.55736338 0.46772521 0.43456239 0.3985334 ] [ 0.5388017 0.43200662 0.46593108 0.42023449 0.50959832] [ 0.45664428 0.51236116 0.53532365 0.4450325 0.52368822] [ 0.51156899 0.56396772 0.43742801 0.51297752 0.53227161] [ 0.54980718 0.53303005 0.49420505 0.44553583 0.31396469] [ 0.55471548 0.57721042 0.461899 0.52971602 0.40470391] [ 0.56241899 0.31227729 0.49193588 0.48462024 0.42772665] [ 0.48201933 0.58152277 0.59393667 0.40346309 0.55928458] [ 0.54223178 0.44706678 0.44962915 0.44909292 0.3993041 ] [ 0.55506307 0.71899456 0.53142068 0.44869876 0.49206094] [ 0.53727503 0.38629021 0.69787267 0.69268945 0.40004181] [ 0.56467392 0.44112214 0.44170082 0.38129289 0.48458456] [ 0.55200857 0.49692138 0.34781933 0.60006144 0.54633583] [ 0.67607346 0.51685657 0.3964638 0.60252968 0.46212852] [ 0.57571698 0.4430399 0.36539073 0.51161169 0.44452443] [ 0.47215504 0.63796798 0.46170704 0.45634181 0.43911453] [ 0.56635341 0.44032012 0.53812862 0.4577638 0.57467876] [ 0.60134816 0.57715549 0.36639549 0.58924491 0.42068452] [ 0.57659205 0.42165855 0.48893093 0.7504398 0.30705083] [ 0.48146918 0.36601462 0.51721238 0.66097581 0.3971516 ] [ 0.56551589 0.26485334 0.50000387 0.76684888 0.47394316] [ 0.46844172 0.38033663 0.45652642 0.7277087 0.35424671] [ 0.56245395 0.63247871 0.36730504 0.41204063 0.33412113] [ 0.42994523 0.48827645 0.67979748 0.43854457 0.54097929] [ 0.5022472 0.45443367 0.5199286 0.45981934 0.40642263] [ 0.53805133 0.59000327 0.46024326 0.65295678 0.46628893] [ 0.59081638 0.3715826 0.38002097 0.62028344 0.45089801] [ 0.52560173 0.35492908 0.62482688 0.67768217 0.30531844] [ 0.48857093 0.61810411 0.54421478 0.46245281 0.47778528] [ 0.56286374 0.47567605 0.38775123 0.49545546 0.30802157] [ 0.56196958 0.53576344 0.60162477 0.48964398 0.4789825 ] [ 0.52557649 0.5821787 0.43751929 0.35602913 0.25499862] [ 0.46847079 0.46766042 0.62444764 0.44430462 0.4956408 ] [ 0.4916145 0.44921902 0.52767643 0.51898627 0.5666061 ] [ 0.48449004 0.48482069 0.5085739 0.4947905 0.53997251] [ 0.72335324 0.35062189 0.43054725 0.71485545 0.41733093] [ 0.55342169 0.50429206 0.45288764 0.47436778 0.31476543] [ 0.61623514 0.29060695 0.53715768 0.58727107 0.3444836 ] [ 0.49330803 0.36291415 0.47302311 0.73669344 0.40147526] [ 0.58811096 0.28272055 0.44024562 0.78707725 0.4799807 ] [ 0.53281838 0.45607001 0.49307032 0.62489027 0.55191928] [ 0.56232726 0.43810352 0.5819372 0.51520426 0.5731543 ] [ 0.45602858 0.50200055 0.54911125 0.35630902 0.47403639] [ 0.6274897 0.41708278 0.39989936 0.62099129 0.38004907] [ 0.56127638 0.33615744 0.40810339 0.60248901 0.40940914] [ 0.53691032 0.41574441 0.50115258 0.58322792 0.49940131] [ 0.59780464 0.54555608 0.47133482 0.44443533 0.27413211] [ 0.469523 0.48962539 0.51077976 0.7467758 0.44464976] [ 0.43664494 0.49260965 0.54374215 0.45212659 0.40907077] [ 0.57233422 0.26185715 0.69393523 0.63927172 0.56074899] [ 0.5599194 0.54811153 0.52209061 0.32966113 0.49109443] [ 0.59037171 0.60880218 0.27408738 0.46918983 0.3653665 ] Progress: 0.4% ... Training loss: 1.328 ... Validation loss: 1.357[ 0.47710673 0.37374874 0.47507928 0.61041565 0.34149372] [ 0.47521113 0.49888353 0.568412 0.58578299 0.49120204] [ 0.6383934 0.48427885 0.49634769 0.59394079 0.46167239] [ 0.41552719 0.58196184 0.67280617 0.47016248 0.45371008] [ 0.48911518 0.48886054 0.38267153 0.43535835 0.46523825] [ 0.57033639 0.50506438 0.35570122 0.77960321 0.36848896] [ 0.56489942 0.50887347 0.47450105 0.55133094 0.3438954 ] [ 0.5417791 0.53535978 0.50115623 0.54046475 0.48510857] [ 0.57654827 0.50594322 0.43500943 0.43518127 0.38888567] [ 0.48378008 0.54518466 0.47954341 0.67706282 0.36616629] [ 0.5865777 0.53831513 0.39643963 0.56995872 0.44126267] [ 0.57885623 0.45467727 0.5893056 0.33071354 0.34782525] [ 0.49582805 0.44452136 0.52286037 0.68587143 0.38453481] [ 0.49069499 0.34783 0.48446195 0.60586825 0.5104527 ] [ 0.63889657 0.61104813 0.43219614 0.4509267 0.37656457] [ 0.51897351 0.3740014 0.45552576 0.53540603 0.41073442] [ 0.49565948 0.37305718 0.58843676 0.77194247 0.39285561] [ 0.68887255 0.453754 0.46426303 0.67749144 0.31675023] [ 0.6490736 0.509089 0.34372753 0.46078496 0.4053554 ] [ 0.57388633 0.32715855 0.47413555 0.80443322 0.46135818] [ 0.59598307 0.46920544 0.50708146 0.77829122 0.39921797] [ 0.50272369 0.36195183 0.55341892 0.76721801 0.45996711] [ 0.58742061 0.52689692 0.46630959 0.38464719 0.38208497] [ 0.5690906 0.58120302 0.36489368 0.52432144 0.45825472] [ 0.73880432 0.38712316 0.36845083 0.75396498 0.4282696 ] [ 0.42739984 0.60457685 0.39121344 0.33911279 0.46297319] [ 0.5244545 0.58569112 0.38630066 0.46665108 0.34042446] [ 0.4396603 0.63369701 0.57949723 0.34324387 0.55351635] [ 0.53710076 0.45156563 0.59219022 0.49506228 0.50150636] [ 0.54301901 0.68233057 0.43131532 0.59102319 0.42646448] [ 0.58497235 0.48952808 0.39505681 0.45955007 0.42189243] [ 0.48614472 0.48603095 0.50283683 0.276531 0.44775971] [ 0.48481448 0.48533376 0.4375612 0.51250274 0.41863701] [ 0.60829225 0.34301433 0.34340374 0.62531177 0.35273606] [ 0.50199392 0.32386831 0.59359039 0.60559246 0.54889501] [ 0.5132209 0.3004219 0.56089388 0.75413176 0.40787136] [ 0.47492177 0.59147828 0.56865216 0.49620329 0.40727275] [ 0.54215623 0.66530649 0.55263837 0.48996715 0.48351901] [ 0.4412176 0.46087025 0.4483452 0.35216545 0.56936222] [ 0.57904526 0.59439301 0.4059785 0.65609091 0.51493281] [ 0.50978352 0.57421262 0.50973031 0.57498602 0.47465469] [ 0.48606541 0.56694592 0.53841979 0.63005693 0.44864754] [ 0.42826381 0.48584517 0.54114419 0.4851965 0.48627612] [ 0.49667272 0.35213829 0.37558244 0.75390758 0.37887032] [ 0.48232371 0.65487387 0.53887613 0.65609387 0.47264358] [ 0.59244964 0.46755001 0.44674307 0.31822363 0.41569306] [ 0.43605664 0.52086276 0.54795777 0.32611431 0.581575 ] [ 0.44797586 0.49529852 0.5713992 0.35956882 0.55815822] [ 0.57197097 0.39280597 0.36709626 0.41402789 0.40887764] [ 0.4861881 0.46960402 0.42943517 0.57406146 0.39935708] [ 0.42487682 0.51181774 0.57347263 0.36750476 0.59811968] [ 0.56619522 0.33707153 0.6931073 0.54117925 0.45631203] [ 0.50147397 0.59416347 0.5391468 0.55448713 0.51702158] [ 0.46861132 0.54673101 0.61528878 0.32558777 0.46212086] [ 0.58262235 0.48930164 0.53616246 0.53338444 0.42445971] [ 0.57001403 0.41718958 0.47261223 0.53637143 0.61845761] [ 0.4794237 0.52273641 0.60423057 0.34005194 0.5444457 ] [ 0.57192297 0.56877677 0.54196545 0.49703234 0.50847083] [ 0.45846009 0.72431698 0.63302652 0.25217094 0.55765017] [ 0.45854151 0.44739003 0.62036412 0.70082598 0.45754892] [ 0.53647213 0.49573959 0.491242 0.57562406 0.35484576] [ 0.69647324 0.58058615 0.53060657 0.66253361 0.46803928] [ 0.4581709 0.34176869 0.59768535 0.38443723 0.65660049] [ 0.6330433 0.54869852 0.3855216 0.58728695 0.35078241] [ 0.56536905 0.60013142 0.54379893 0.51724298 0.44318664] [ 0.50072033 0.44969045 0.51746982 0.35796966 0.44869295] [ 0.46275826 0.50684569 0.60803158 0.36382041 0.58996717] [ 0.50227982 0.31857475 0.42202543 0.59559628 0.39822884] [ 0.53571231 0.47512888 0.54968102 0.78787141 0.38349125] [ 0.60683891 0.48638118 0.63002959 0.46748527 0.58738735] [ 0.46637354 0.58897441 0.57384986 0.44789912 0.49861277] [ 0.57918683 0.63128924 0.60328125 0.47014999 0.50470324] [ 0.53693853 0.43158318 0.54451839 0.77153164 0.34407623] [ 0.49534253 0.42639247 0.5485674 0.64323104 0.40726185] [ 0.64697408 0.54613963 0.53910385 0.59950544 0.36347337] [ 0.51965498 0.51395735 0.39263071 0.70550831 0.37108219] [ 0.61496578 0.48473559 0.43446617 0.56986574 0.27640223] [ 0.48053901 0.33245626 0.60452005 0.54802586 0.49400373] [ 0.5509752 0.46076358 0.54713263 0.54723311 0.34879583] [ 0.57153826 0.41441354 0.49619478 0.50089122 0.36594689] [ 0.68572864 0.68981153 0.4473801 0.64253097 0.39159668] [ 0.58377104 0.22595301 0.60338831 0.67859581 0.44298518] [ 0.46611639 0.62560576 0.6497728 0.61502682 0.48240795] [ 0.51000279 0.58253726 0.45596962 0.46880575 0.34201369] [ 0.43782086 0.50360786 0.49167876 0.33762876 0.41435253] [ 0.66698693 0.2959289 0.51635307 0.72097091 0.36650838] [ 0.51248834 0.43728432 0.5179214 0.67364292 0.33633143] [ 0.54232084 0.48646492 0.55110572 0.50384815 0.54959909] [ 0.45835357 0.63241919 0.67732244 0.41547787 0.53003935] [ 0.50495427 0.51147021 0.55663169 0.44955597 0.35753593] [ 0.47702728 0.69531965 0.4676387 0.41358718 0.48801514] [ 0.43721796 0.6595037 0.59272354 0.3271147 0.47268678] [ 0.46048178 0.53418424 0.46975948 0.69328143 0.36156706] [ 0.60249486 0.52875234 0.35189004 0.75518923 0.4421623 ] [ 0.43586011 0.57551691 0.5792319 0.39687569 0.57996513] [ 0.54634802 0.30578793 0.52730392 0.48755486 0.51071267] [ 0.54411592 0.35615246 0.53686131 0.72991 0.45645033] [ 0.42782149 0.48284529 0.54241671 0.39154908 0.55267827] [ 0.47011095 0.51568917 0.50880051 0.37256349 0.36657335] [ 0.54011488 0.33720028 0.60561836 0.64022826 0.37276092] [ 0.55673653 0.49434532 0.43413963 0.55152771 0.49120762] [ 0.43678708 0.49697026 0.54852774 0.44200888 0.49453642] [ 0.55086706 0.47308423 0.51289963 0.59277651 0.50969239] [ 0.51888204 0.47722517 0.36969003 0.50830417 0.37546478] [ 0.50559095 0.38979595 0.58958494 0.8022857 0.44319328] [ 0.44700235 0.59573188 0.61422126 0.50428526 0.49355519] [ 0.61496578 0.48473559 0.43446617 0.56986574 0.27640223] [ 0.57635422 0.48461314 0.51283903 0.5976453 0.39418108] [ 0.49168878 0.49687214 0.65518157 0.48307763 0.56134034] [ 0.49023099 0.39950002 0.57141782 0.74070842 0.40972429] [ 0.60400188 0.34662388 0.50526515 0.39145011 0.59959588] [ 0.60257528 0.47617607 0.32789727 0.63808482 0.3355404 ] [ 0.55905559 0.43147103 0.57002377 0.61897876 0.42593439] [ 0.41763563 0.57636228 0.5549109 0.55494019 0.4711567 ] [ 0.55258002 0.52930801 0.42859586 0.51097797 0.34358135] [ 0.57107227 0.6727769 0.47192469 0.51406467 0.38799874] [ 0.46573098 0.52257485 0.53249195 0.42375588 0.48437619] [ 0.44971645 0.46748893 0.62669811 0.33561562 0.63518268] [ 0.50273486 0.42335446 0.46644851 0.42085341 0.38706404] [ 0.48207387 0.60152486 0.39490623 0.54887516 0.48866036] [ 0.58273127 0.62588676 0.59156869 0.60300346 0.41909969] [ 0.47825758 0.5085514 0.60180281 0.55835096 0.43814903] [ 0.70462845 0.45602512 0.28895928 0.7063982 0.46553995] [ 0.41049937 0.57719154 0.49831999 0.42138021 0.54977962] [ 0.5842737 0.39053666 0.55152887 0.66674054 0.40737117] [ 0.56814117 0.48072092 0.48942713 0.62940249 0.40179239] [ 0.47447549 0.36645837 0.47073351 0.53469316 0.44299753] [ 0.54052933 0.4539848 0.58010867 0.42792655 0.53341531] Progress: 0.5% ... Training loss: 1.283 ... Validation loss: 1.344[ 0.52156586 0.3880629 0.54380177 0.52886195 0.36217742] [ 0.51340055 0.46395956 0.37165503 0.7071601 0.36580481] [ 0.4122258 0.54217514 0.47720394 0.35412723 0.4314512 ] [ 0.55253462 0.38511915 0.65474602 0.61723233 0.36422428] [ 0.60124445 0.51473568 0.27662804 0.69272986 0.40563986] [ 0.57809416 0.4818482 0.49090837 0.5503391 0.29794753] [ 0.54120925 0.41373503 0.51656462 0.52155789 0.3222909 ] [ 0.51379576 0.59264644 0.54613727 0.38526629 0.42809526] [ 0.51334929 0.58360305 0.50406726 0.48490012 0.47597554] [ 0.62093747 0.50367494 0.46700295 0.59540805 0.37936543] [ 0.64400378 0.51244619 0.47118847 0.6535853 0.40522586] [ 0.5166422 0.49610503 0.42857592 0.49897775 0.44430216] [ 0.51885988 0.4168593 0.54039069 0.53024085 0.36116337] [ 0.43500747 0.58369582 0.42523827 0.45777049 0.50868876] [ 0.52562312 0.6095728 0.51564645 0.59221399 0.51186701] [ 0.674574 0.52600979 0.37172255 0.63627028 0.37204491] [ 0.47543337 0.43670797 0.47310894 0.56716062 0.28977176] [ 0.53385967 0.34970545 0.6454382 0.52266903 0.59604628] [ 0.6346391 0.61603959 0.39631517 0.64173269 0.4005687 ] [ 0.55869487 0.62414283 0.4530938 0.39015009 0.52355694] [ 0.56192679 0.29789478 0.6708878 0.58123566 0.36776979] [ 0.49756262 0.47159736 0.37017935 0.67490704 0.49113262] [ 0.51027276 0.40031493 0.36978328 0.48283357 0.45356261] [ 0.53833616 0.31349935 0.48165088 0.5953737 0.36583343] [ 0.50001762 0.55724443 0.44729814 0.49233067 0.46703579] [ 0.61009065 0.45506267 0.43040806 0.53571142 0.41844084] [ 0.59659032 0.55193089 0.51884531 0.54931925 0.36680588] [ 0.45340199 0.33252837 0.60310156 0.42537236 0.64714982] [ 0.61871248 0.33801743 0.36834972 0.69364159 0.36684947] [ 0.66658192 0.5028687 0.40805857 0.6908117 0.50033565] [ 0.51778389 0.32107938 0.49893146 0.56204147 0.34851676] [ 0.48965756 0.51411099 0.42500211 0.58427602 0.44175662] [ 0.54173827 0.53045531 0.49751493 0.56970402 0.28553846] [ 0.57349438 0.52197295 0.50120887 0.58106791 0.46521592] [ 0.58299861 0.69787357 0.38299464 0.63635698 0.38554591] [ 0.57623801 0.27781691 0.54729044 0.83376218 0.48814097] [ 0.41214739 0.36327952 0.58537249 0.38092013 0.54431037] [ 0.4512778 0.3834818 0.49516842 0.47945068 0.44513548] [ 0.59919692 0.33024514 0.54976187 0.4371205 0.5354363 ] [ 0.49471872 0.68743177 0.57241351 0.41534949 0.56207403] [ 0.64754735 0.51814714 0.31349714 0.66421412 0.40387497] [ 0.61236757 0.57654423 0.44493008 0.55868367 0.38227521] [ 0.50342765 0.49066199 0.53955976 0.46774422 0.46033815] [ 0.57801711 0.57442377 0.48123358 0.67193832 0.43852316] [ 0.43941771 0.70434269 0.49532539 0.3920346 0.43629465] [ 0.61719156 0.58786675 0.3619539 0.56293956 0.46766512] [ 0.57001012 0.46744534 0.36036981 0.64495816 0.34636751] [ 0.57827759 0.50081224 0.51722239 0.44451235 0.42746015] [ 0.4583264 0.38723108 0.53748127 0.69230599 0.53032561] [ 0.62285478 0.43392983 0.54763419 0.62856847 0.52964329] [ 0.45955176 0.40186233 0.5685682 0.67523433 0.52229206] [ 0.49343641 0.53924055 0.57103245 0.39953061 0.4501974 ] [ 0.52497446 0.43337014 0.52993659 0.55969593 0.27771245] [ 0.64275829 0.35481589 0.52437113 0.75953586 0.38266935] [ 0.58338539 0.4883784 0.53592353 0.53283502 0.42404322] [ 0.51825794 0.46810748 0.4741002 0.53361842 0.55192997] [ 0.53474512 0.61135416 0.45847586 0.5984378 0.451527 ] [ 0.61677932 0.21137294 0.45186648 0.69166593 0.48354297] [ 0.49802546 0.32864098 0.53645533 0.67067514 0.40027013] [ 0.70179434 0.41076824 0.49264049 0.72280545 0.49018985] [ 0.52351318 0.4198136 0.54469895 0.50888174 0.38813467] [ 0.64923633 0.40736508 0.38017118 0.56882652 0.37438541] [ 0.59213948 0.46819242 0.53708314 0.60592852 0.36885353] [ 0.43595297 0.48083112 0.4699083 0.53580711 0.51932861] [ 0.55482085 0.38435368 0.73855682 0.62787588 0.43614094] [ 0.56091874 0.41758929 0.40359284 0.71927675 0.25492955] [ 0.61335887 0.54928463 0.40081555 0.75413182 0.36949107] [ 0.60589543 0.57863851 0.48006815 0.61041514 0.38417014] [ 0.53862679 0.38430874 0.43094052 0.78605729 0.45515867] [ 0.5610968 0.25856731 0.58558258 0.73213129 0.55724864] [ 0.4708146 0.48835299 0.3986114 0.60269647 0.48601829] [ 0.44049858 0.56263219 0.46438477 0.46372068 0.51359021] [ 0.52968384 0.52820683 0.49856247 0.57866312 0.32127914] [ 0.64232304 0.69631115 0.47621405 0.63343407 0.39337147] [ 0.51663702 0.35016549 0.62227787 0.69381128 0.41136845] [ 0.59923103 0.43948803 0.52054193 0.74526531 0.38528002] [ 0.56921228 0.39714563 0.32020833 0.65781034 0.37417359] [ 0.48218293 0.56461513 0.47977652 0.60190827 0.46997736] [ 0.44884242 0.4976118 0.56271495 0.74911861 0.4791286 ] [ 0.50092305 0.34750463 0.41216785 0.79553424 0.39464441] [ 0.58973891 0.58488812 0.48398204 0.59014264 0.3395592 ] [ 0.58074966 0.37784371 0.63709857 0.63780402 0.43767716] [ 0.53592275 0.46959566 0.33481122 0.51463441 0.39499082] [ 0.53556492 0.4723881 0.46445445 0.38926614 0.33854432] [ 0.62726419 0.56936288 0.5060122 0.59704112 0.36834441] [ 0.64874792 0.60650779 0.50196315 0.6981143 0.38247357] [ 0.60754894 0.54863029 0.54034809 0.51077637 0.372065 ] [ 0.57089766 0.61034215 0.38323175 0.75860746 0.41320388] [ 0.59521603 0.43373551 0.49273721 0.52049053 0.35580046] [ 0.56177313 0.32269789 0.45187986 0.76361853 0.33604543] [ 0.54404711 0.6292476 0.50295673 0.62324785 0.41341179] [ 0.48563779 0.50142161 0.49119219 0.54581588 0.41289989] [ 0.537827 0.34498216 0.52619558 0.68978435 0.35652724] [ 0.56595221 0.62021098 0.53401696 0.52613367 0.46408721] [ 0.54905168 0.43857014 0.42775698 0.4520991 0.44847375] [ 0.57459458 0.3550756 0.69608817 0.40408152 0.42748388] [ 0.5661871 0.65674899 0.50668295 0.54057716 0.36317627] [ 0.47741216 0.54385973 0.54447874 0.50752057 0.53932086] [ 0.41612852 0.54872266 0.50598657 0.49788183 0.49337121] [ 0.62675292 0.2714637 0.40545244 0.74945243 0.49346989] [ 0.47629815 0.5250671 0.5792061 0.3930635 0.52861631] [ 0.55966754 0.43330733 0.41829889 0.53600764 0.50319435] [ 0.58869836 0.41743118 0.50076181 0.69883547 0.28036792] [ 0.47286733 0.57512841 0.36773994 0.49445666 0.48938412] [ 0.52223886 0.28007465 0.47881122 0.63191706 0.38110143] [ 0.4815754 0.40679827 0.59482891 0.57171823 0.44396469] [ 0.54424632 0.60757727 0.45832194 0.56392181 0.56022006] [ 0.57714849 0.30126621 0.50943161 0.67008715 0.31007188] [ 0.51532837 0.2772451 0.55579404 0.62805974 0.43932936] [ 0.46886412 0.4067111 0.43930102 0.62756314 0.55661676] [ 0.48232541 0.51271413 0.56602719 0.27541628 0.45388586] [ 0.52578101 0.51305633 0.5310894 0.61967855 0.35537852] [ 0.58281092 0.5826485 0.36332803 0.56146518 0.33799225] [ 0.4567347 0.58257037 0.56294004 0.3111174 0.5091027 ] [ 0.44323731 0.48192212 0.38463725 0.25809805 0.44049787] [ 0.50990432 0.36345982 0.49951807 0.74683403 0.46147489] [ 0.57733315 0.37571695 0.46364235 0.71552483 0.29626648] [ 0.49684653 0.50677418 0.52335893 0.7031563 0.52728081] [ 0.54061403 0.38889421 0.51475511 0.70971416 0.39970999] [ 0.50682227 0.48351831 0.4309635 0.45060328 0.36460645] [ 0.52535628 0.48459606 0.61686802 0.51633908 0.31961224] [ 0.49351532 0.34615817 0.52680372 0.68455745 0.43668002] [ 0.57018652 0.46883006 0.49493327 0.58820026 0.60427196] [ 0.55211451 0.48788268 0.41743206 0.63545927 0.52853694] [ 0.62919485 0.47427616 0.40482114 0.49331653 0.43266906] [ 0.44825434 0.41207139 0.47042072 0.64118173 0.46880984] [ 0.5235666 0.52047379 0.61213887 0.45600845 0.61987823] [ 0.68102697 0.60255576 0.44486162 0.60513175 0.43225706] Progress: 0.5% ... Training loss: 1.249 ... Validation loss: 1.336[ 0.5348031 0.45962889 0.5014963 0.46668303 0.50801662] [ 0.62234513 0.52851158 0.32533487 0.55358524 0.35984641] [ 0.53721685 0.2094686 0.44292453 0.73891781 0.43365205] [ 0.63017402 0.64815746 0.43675412 0.71445117 0.34874939] [ 0.59583791 0.51724811 0.34903814 0.58994926 0.38116568] [ 0.45612464 0.62609934 0.58997137 0.36975509 0.48618992] [ 0.52145164 0.49196205 0.48262774 0.24026396 0.39610102] [ 0.46752301 0.55076925 0.58777907 0.39304923 0.56577822] [ 0.55574871 0.40192226 0.48668595 0.68844333 0.33482121] [ 0.50068537 0.39864405 0.57072116 0.479483 0.5717495 ] [ 0.58657531 0.62603436 0.33215119 0.65828086 0.28543683] [ 0.62917462 0.30252644 0.34009468 0.68808967 0.35429825] [ 0.55408668 0.64437057 0.52455603 0.42390588 0.51194693] [ 0.50717269 0.5025509 0.64380025 0.42512981 0.56365425] [ 0.49805415 0.2641235 0.47842507 0.80545633 0.55888606] [ 0.49748359 0.42600545 0.41109156 0.51516656 0.34970914] [ 0.38335205 0.50220742 0.55553475 0.43514191 0.57751021] [ 0.52315198 0.45736372 0.45517649 0.59873249 0.26887735] [ 0.42027967 0.3658507 0.54698834 0.38387228 0.56895567] [ 0.6222568 0.40892734 0.52655416 0.3867017 0.48214797] [ 0.54221726 0.58549631 0.45892187 0.65008013 0.46401966] [ 0.63334942 0.58567935 0.30226972 0.43875068 0.41280752] [ 0.49239193 0.39481774 0.55526039 0.5743832 0.4631309 ] [ 0.51520645 0.46210787 0.39435599 0.54402068 0.62980002] [ 0.59202379 0.45930742 0.49904563 0.52073197 0.41493613] [ 0.66559367 0.38432254 0.39321726 0.58853188 0.44893797] [ 0.57399939 0.37304429 0.50143461 0.51796196 0.51915119] [ 0.63683161 0.72146629 0.31794438 0.5989013 0.4407692 ] [ 0.50983034 0.37624741 0.61089636 0.38709873 0.65642362] [ 0.62745406 0.25026126 0.53925319 0.76621675 0.49537099] [ 0.58995591 0.5577476 0.55008003 0.54196571 0.53658018] [ 0.63836691 0.63073489 0.34512816 0.60808956 0.4160569 ] [ 0.63932903 0.44656142 0.57806078 0.56042328 0.49687956] [ 0.46058494 0.47927628 0.54549553 0.57774025 0.49649997] [ 0.46451599 0.45834826 0.58757199 0.6477295 0.43227344] [ 0.46751824 0.53800205 0.47710325 0.48404068 0.45376114] [ 0.60748204 0.46871432 0.4927949 0.54229721 0.37769643] [ 0.62609332 0.5783349 0.47607467 0.43747741 0.39057396] [ 0.54247262 0.32838997 0.42376181 0.77491605 0.47261759] [ 0.51841936 0.32883745 0.447211 0.61234269 0.41943263] [ 0.55569522 0.44115478 0.50853285 0.41631538 0.54058465] [ 0.54976799 0.4926577 0.56796788 0.50881491 0.45719967] [ 0.614113 0.32670572 0.5825271 0.55546799 0.34027064] [ 0.52923764 0.58072261 0.38492171 0.46314606 0.33814789] [ 0.46412814 0.39239271 0.51733727 0.72990805 0.41767709] [ 0.52063428 0.39904053 0.64868845 0.66436868 0.39641736] [ 0.51147917 0.59225961 0.43219594 0.43072869 0.45417867] [ 0.47924858 0.47256176 0.5965223 0.7417998 0.4323249 ] [ 0.48164085 0.56051098 0.48039087 0.43330939 0.5364324 ] [ 0.63769857 0.20894147 0.44109338 0.7796849 0.30929238] [ 0.48188386 0.54698704 0.44503099 0.45963943 0.41042264] [ 0.52657475 0.44655612 0.53555208 0.44511839 0.44705445] [ 0.58007917 0.25491633 0.56913977 0.71136004 0.41181201] [ 0.47099091 0.62135558 0.45575764 0.57359834 0.45871891] [ 0.51146577 0.38672857 0.67991831 0.60799805 0.31192782] [ 0.51735158 0.57179739 0.56530828 0.52878695 0.46628918] [ 0.44157721 0.42897878 0.66766361 0.62077438 0.47492164] [ 0.63108246 0.51509291 0.38783321 0.69038225 0.39020018] [ 0.61448831 0.58282874 0.42923836 0.46147849 0.32367649] [ 0.57913777 0.57467744 0.52887673 0.50708838 0.49580403] [ 0.56418702 0.55665099 0.45620268 0.69517922 0.42985411] [ 0.46675077 0.42753163 0.43553075 0.57899541 0.43873421] [ 0.52955883 0.22190493 0.60782099 0.60006259 0.36179073] [ 0.42741923 0.50257024 0.56716854 0.26632979 0.4095386 ] [ 0.48065325 0.40680621 0.49207214 0.81437412 0.45333569] [ 0.64838533 0.47311854 0.51272984 0.61794739 0.31996176] [ 0.49839358 0.48560024 0.60578459 0.47144434 0.40184205] [ 0.55708101 0.62311242 0.58892233 0.45123419 0.49039195] [ 0.54317042 0.52423288 0.41792467 0.48864003 0.56001047] [ 0.41533116 0.65049866 0.53936292 0.23719042 0.52150424] [ 0.44056292 0.5303884 0.42880288 0.50970227 0.45903307] [ 0.40338187 0.53542816 0.51394757 0.31109916 0.47301922] [ 0.58768537 0.5155559 0.4737629 0.29768647 0.5315322 ] [ 0.57127226 0.39774976 0.51143211 0.65231788 0.38316853] [ 0.47205959 0.42000663 0.42592656 0.58604997 0.49009475] [ 0.46281752 0.44013266 0.59053762 0.65768017 0.44284828] [ 0.56757051 0.45061318 0.48937977 0.4625471 0.4884756 ] [ 0.62755243 0.46182262 0.42049537 0.56768564 0.3519664 ] [ 0.53344971 0.3814618 0.47361043 0.49565559 0.65816838] [ 0.56410542 0.43250141 0.45687601 0.80004141 0.30477813] [ 0.61132732 0.30968351 0.48933665 0.57602916 0.42406333] [ 0.41930501 0.61888219 0.59404145 0.64165551 0.43798659] [ 0.56291725 0.60506849 0.58117917 0.42751024 0.52915712] [ 0.50821309 0.38585694 0.54861212 0.59509605 0.55437947] [ 0.72132697 0.33062011 0.45197583 0.72124421 0.41594289] [ 0.46735343 0.57629416 0.49024064 0.46301518 0.47893049] [ 0.54828032 0.34966943 0.50032348 0.46632219 0.50505046] [ 0.55725351 0.43802851 0.52679977 0.35863751 0.33079131] [ 0.48360638 0.28105904 0.56867646 0.60794269 0.43227803] [ 0.5186824 0.45185041 0.56784208 0.76227624 0.41011022] [ 0.5502176 0.41499043 0.5592187 0.61796001 0.33775031] [ 0.54260951 0.33547201 0.49174646 0.47725355 0.5570932 ] [ 0.53148207 0.61814822 0.51078816 0.55584929 0.47288729] [ 0.5182442 0.46789003 0.50197297 0.4156731 0.38371382] [ 0.61921755 0.36963547 0.44283072 0.69298408 0.33216101] [ 0.44967641 0.38419048 0.6271726 0.362853 0.5315134 ] [ 0.5003619 0.48180257 0.44229926 0.56244397 0.48493712] [ 0.56938751 0.48468155 0.60096502 0.41073729 0.46788264] [ 0.54601082 0.42448864 0.57588297 0.58451356 0.53000422] [ 0.51689014 0.42711665 0.49766472 0.61758127 0.58895298] [ 0.49216881 0.57697646 0.52690539 0.5148161 0.32426794] [ 0.50748258 0.45304191 0.5235479 0.3681805 0.46373723] [ 0.5555032 0.56922964 0.32310923 0.48643158 0.36877666] [ 0.53009971 0.51753501 0.47265273 0.48470232 0.40324337] [ 0.43751222 0.56279107 0.52649091 0.42418905 0.54336581] [ 0.57312589 0.65120579 0.5130077 0.4128875 0.60448829] [ 0.67038758 0.483043 0.47600627 0.51818039 0.45622239] [ 0.49423904 0.52098381 0.56165399 0.51949621 0.55942664] [ 0.67120069 0.39836507 0.36191128 0.6173223 0.4466944 ] [ 0.59724667 0.49811958 0.42440084 0.44686164 0.34349743] [ 0.63017402 0.64815746 0.43675412 0.71445117 0.34874939] [ 0.53519033 0.63071396 0.54100518 0.53544385 0.55301359] [ 0.68207371 0.43133521 0.5075879 0.6946646 0.47566211] [ 0.61561366 0.50945543 0.26537811 0.62187676 0.37168068] [ 0.46762619 0.36237696 0.55585429 0.64449772 0.37412467] [ 0.50945091 0.37013522 0.59873158 0.54787167 0.29936193] [ 0.54606294 0.38263819 0.43626073 0.40398671 0.42101011] [ 0.48286921 0.5190046 0.60322853 0.33780308 0.54263095] [ 0.42658566 0.51145038 0.59035597 0.36377475 0.44656937] [ 0.48025775 0.41617836 0.39735277 0.36587748 0.38630214] [ 0.48120688 0.51563869 0.60391294 0.31195195 0.45605259] [ 0.48118891 0.40615444 0.60785728 0.59130823 0.33597271] [ 0.66076049 0.47411414 0.46708396 0.47457271 0.42972643] [ 0.47425508 0.63141027 0.40112276 0.4453525 0.38237761] [ 0.60437497 0.43967282 0.49266569 0.59898016 0.5774939 ] [ 0.59180466 0.55514363 0.30936222 0.55027082 0.35645776] [ 0.57026685 0.31828688 0.66650213 0.51695552 0.48462291] [ 0.41963833 0.45598891 0.48948498 0.40134619 0.5486345 ] Progress: 0.6% ... Training loss: 1.218 ... Validation loss: 1.329[ 0.614845 0.49403636 0.43378379 0.52496014 0.37653131] [ 0.44799683 0.33361913 0.45966694 0.58590699 0.56283275] [ 0.47230166 0.52712491 0.65526562 0.66206185 0.42271067] [ 0.46649616 0.41887883 0.60290377 0.52169148 0.52688806] [ 0.58559965 0.54501731 0.5403466 0.56127099 0.44171561] [ 0.56652108 0.49070215 0.4457004 0.5810488 0.37862813] [ 0.51473396 0.59051003 0.57130201 0.53633446 0.42966392] [ 0.56939833 0.58840907 0.36605729 0.43943293 0.47778154] [ 0.48186874 0.34418616 0.55145219 0.56858602 0.45495297] [ 0.7219985 0.57100863 0.42864695 0.48517275 0.42004412] [ 0.56324226 0.4536402 0.53339604 0.66764989 0.44160601] [ 0.53468075 0.59883053 0.51796159 0.42479632 0.54505277] [ 0.50704171 0.49318148 0.38407686 0.48896639 0.38230762] [ 0.51901503 0.41701623 0.54186316 0.51809515 0.57455443] [ 0.49691663 0.62714172 0.45255738 0.45506341 0.46641783] [ 0.50147712 0.35344942 0.67935374 0.72403791 0.49674159] [ 0.56105201 0.29632134 0.54160899 0.64569537 0.47939884] [ 0.54110737 0.30898592 0.50836914 0.69222566 0.29415068] [ 0.47376562 0.50676374 0.53706751 0.6833966 0.40028239] [ 0.54568662 0.53684533 0.49829729 0.64323736 0.46956018] [ 0.41564 0.46954432 0.66074639 0.31665081 0.59623621] [ 0.48476575 0.58166136 0.38728609 0.32473923 0.41856696] [ 0.4398597 0.61443807 0.55663414 0.36567574 0.52825638] [ 0.50576243 0.58182933 0.42028512 0.2672827 0.38201289] [ 0.44347936 0.53920642 0.53848705 0.32471484 0.53108003] [ 0.51910113 0.4810564 0.5035857 0.71208852 0.31712056] [ 0.55393233 0.58870746 0.4896132 0.4731747 0.44081032] [ 0.55038318 0.53654377 0.39871264 0.42863856 0.34077341] [ 0.57132009 0.45383046 0.47128152 0.34055963 0.51150889] [ 0.55501422 0.36135394 0.48006294 0.60930441 0.26479114] [ 0.40635544 0.5808807 0.57400301 0.29546823 0.55250839] [ 0.60319563 0.34297402 0.60158164 0.73480355 0.41208899] [ 0.51460788 0.44476956 0.5341075 0.67049777 0.32152467] [ 0.65039944 0.45318282 0.66023077 0.54227217 0.57391091] [ 0.60459248 0.59533629 0.33461242 0.42009144 0.34202538] [ 0.48255514 0.26883621 0.41384188 0.66161428 0.41356927] [ 0.50601257 0.63579099 0.25278817 0.49631605 0.33457678] [ 0.59176755 0.47985698 0.58657194 0.46005436 0.38002726] [ 0.56650705 0.57463039 0.3697926 0.61328636 0.30028493] [ 0.61619747 0.35356875 0.40441605 0.47488882 0.44001793] [ 0.53547512 0.45027993 0.43873616 0.56782129 0.34061531] [ 0.46708214 0.46575984 0.5786885 0.71496292 0.41333734] [ 0.50048692 0.36298813 0.38962513 0.71374555 0.31770381] [ 0.52273654 0.48971573 0.65783428 0.45167951 0.493557 ] [ 0.68423038 0.50888191 0.53440589 0.53524223 0.3853596 ] [ 0.50809292 0.5882075 0.50241169 0.40415336 0.41496617] [ 0.54422461 0.33734929 0.54111432 0.58178446 0.3581922 ] [ 0.59091964 0.35774497 0.47621708 0.71962562 0.30085339] [ 0.49842006 0.42101819 0.5174499 0.75889409 0.44170588] [ 0.57196787 0.39290368 0.3652067 0.55702427 0.38842291] [ 0.56111489 0.47679346 0.40308995 0.62440047 0.30259102] [ 0.61129881 0.56830676 0.43635605 0.64790057 0.36170556] [ 0.54452993 0.42864279 0.47090348 0.58776285 0.35896766] [ 0.54578261 0.47852477 0.51509412 0.40553999 0.5954804 ] [ 0.43108582 0.54438025 0.54758008 0.58701309 0.44965608] [ 0.51261107 0.60541451 0.48028453 0.44235772 0.47561303] [ 0.49237187 0.3565592 0.52515792 0.63744226 0.32882293] [ 0.58368514 0.41022608 0.5770185 0.50820072 0.41674361] [ 0.46062038 0.59907577 0.51240464 0.50016997 0.5269411 ] [ 0.45736552 0.40255985 0.60915494 0.36959018 0.52061836] [ 0.46898841 0.43206773 0.43042212 0.49925534 0.45856382] [ 0.56269507 0.43511273 0.4005682 0.64187431 0.34848775] [ 0.54452993 0.42864279 0.47090348 0.58776285 0.35896766] [ 0.52443878 0.46811203 0.37361854 0.41456784 0.4356222 ] [ 0.6131364 0.37333333 0.42415883 0.45350522 0.32771011] [ 0.45715368 0.42755154 0.60211627 0.67261347 0.38783482] [ 0.48337083 0.54030059 0.5483683 0.5116753 0.40676875] [ 0.56342245 0.47917242 0.46329819 0.60202036 0.52955258] [ 0.50359894 0.5028975 0.45269389 0.44878485 0.30227077] [ 0.49057785 0.56242099 0.53712009 0.62706001 0.44636035] [ 0.66527587 0.40480777 0.29880791 0.90495301 0.28608601] [ 0.58909844 0.31033335 0.54877835 0.63278345 0.54249514] [ 0.55785486 0.37448607 0.66496363 0.71887094 0.40257002] [ 0.47064089 0.41071867 0.52842336 0.50111221 0.46328843] [ 0.42404869 0.44749787 0.67645532 0.60614263 0.45192769] [ 0.49597596 0.39393799 0.53934225 0.75447284 0.47605497] [ 0.50871408 0.44223867 0.49839443 0.69813585 0.5106905 ] [ 0.56268771 0.34667366 0.47904439 0.43455391 0.38907455] [ 0.49431833 0.58354672 0.58731575 0.35898439 0.60144752] [ 0.47258405 0.48763066 0.59710288 0.67586273 0.37313219] [ 0.61677724 0.5703229 0.40630098 0.47206614 0.37206576] [ 0.61289083 0.63591206 0.38411515 0.66069504 0.41097542] [ 0.70433796 0.50126508 0.42862767 0.59429428 0.29231549] [ 0.61334156 0.49261884 0.44877359 0.6164433 0.47390122] [ 0.52761141 0.46586609 0.42086719 0.66450578 0.4006661 ] [ 0.49347846 0.58750137 0.51653681 0.51482548 0.50556651] [ 0.56034236 0.52678734 0.54753841 0.58666699 0.4619969 ] [ 0.49549269 0.54939388 0.46699211 0.63039849 0.43263192] [ 0.52534056 0.43372264 0.44865189 0.49525412 0.42889351] [ 0.56673886 0.34166199 0.60398167 0.73104515 0.44517121] [ 0.53609173 0.52581405 0.53007684 0.75829526 0.40255544] [ 0.45847466 0.52786408 0.4416489 0.35866351 0.4708598 ] [ 0.65951284 0.35423212 0.41890642 0.60066845 0.43177954] [ 0.69458598 0.46627048 0.40809753 0.79000925 0.37745384] [ 0.44155472 0.47920471 0.59038858 0.73698791 0.40855115] [ 0.45470391 0.58450117 0.46884649 0.33641732 0.37433267] [ 0.59346934 0.49826062 0.58247908 0.51521995 0.43915614] [ 0.69772554 0.47108944 0.2607354 0.79179197 0.36858248] [ 0.69602388 0.46318217 0.34775586 0.61054988 0.43333538] [ 0.45023271 0.41104381 0.59010338 0.68770414 0.48366518] [ 0.45601884 0.62027442 0.48415186 0.28226631 0.47192562] [ 0.46604127 0.58003395 0.59226949 0.52871249 0.49404854] [ 0.49310295 0.70499442 0.52163229 0.43490206 0.4377521 ] [ 0.52667766 0.42889511 0.57591143 0.70960342 0.44892223] [ 0.48963995 0.61029361 0.42364216 0.44894317 0.48926593] [ 0.56432006 0.42164049 0.56614797 0.48444026 0.54638225] [ 0.67418641 0.58888936 0.49511903 0.65457904 0.46337954] [ 0.5246451 0.57698935 0.47512791 0.52231434 0.49238012] [ 0.67335836 0.23751488 0.51663521 0.6665063 0.43958207] [ 0.5326858 0.33732818 0.56422509 0.64375741 0.38443096] [ 0.62419345 0.67981139 0.57738665 0.56333033 0.50253242] [ 0.6600094 0.48326717 0.53713923 0.43585382 0.45015461] [ 0.50848985 0.49714314 0.4066606 0.53151213 0.3732271 ] [ 0.64288967 0.38524164 0.40990689 0.57767458 0.45972299] [ 0.57530811 0.38956247 0.50103753 0.68930329 0.31986685] [ 0.3888908 0.48284013 0.6292852 0.32743445 0.60639941] [ 0.5000659 0.64976375 0.51358366 0.46626605 0.5442582 ] [ 0.5848706 0.59675647 0.39809838 0.53702436 0.47138051] [ 0.52218929 0.57756519 0.53161971 0.47858697 0.46764551] [ 0.5113184 0.46427404 0.50788365 0.49689636 0.47223079] [ 0.4445676 0.54972415 0.56414908 0.43623196 0.44789644] [ 0.49264534 0.48956122 0.42898397 0.52794635 0.53973114] [ 0.46510395 0.47924239 0.54728776 0.39567943 0.45566083] [ 0.60752711 0.38570386 0.56552891 0.65902481 0.40093117] [ 0.47352807 0.4715803 0.60012166 0.63146854 0.46370905] [ 0.481168 0.65374208 0.5889836 0.69092721 0.44941033] [ 0.53422912 0.3082879 0.56134057 0.74832753 0.47137085] [ 0.52519415 0.39744474 0.35150205 0.60629676 0.36586682] Progress: 0.6% ... Training loss: 1.193 ... Validation loss: 1.325[ 0.56651041 0.60639269 0.60026143 0.60908278 0.42604305] [ 0.55924316 0.27375383 0.43578367 0.57958211 0.50404171] [ 0.62231233 0.58637744 0.54478976 0.48071086 0.5005285 ] [ 0.51640029 0.42524712 0.32309883 0.46389686 0.4088169 ] [ 0.6328055 0.23702852 0.57655869 0.80233583 0.51429911] [ 0.58448179 0.38140507 0.47249957 0.59017551 0.38467132] [ 0.40177636 0.56772623 0.53739827 0.41483813 0.52916336] [ 0.59606969 0.60969567 0.42794805 0.42900159 0.40244725] [ 0.70059613 0.4531911 0.46752692 0.5508707 0.4080906 ] [ 0.5555294 0.58723526 0.48923576 0.47212268 0.44011017] [ 0.60690743 0.62758252 0.38324866 0.60563616 0.43324581] [ 0.53872868 0.59508999 0.55039768 0.22264837 0.4297121 ] [ 0.65894874 0.51346269 0.41552479 0.43842706 0.31844824] [ 0.58378389 0.41321479 0.49953556 0.57000264 0.35264098] [ 0.55261767 0.50379307 0.52427509 0.60394702 0.4955691 ] [ 0.57712974 0.35274726 0.61849639 0.38194392 0.45317409] [ 0.61904108 0.25971245 0.56842084 0.69262286 0.5437577 ] [ 0.58730651 0.4779384 0.47310896 0.6564038 0.5775282 ] [ 0.5866242 0.3131817 0.51942406 0.74111182 0.50328658] [ 0.5518777 0.30185012 0.56395341 0.76558296 0.5580995 ] [ 0.47854821 0.43357118 0.47228562 0.5650877 0.28857942] [ 0.44796518 0.53542566 0.44489524 0.7335862 0.40428329] [ 0.4164137 0.52979179 0.39197756 0.52814322 0.47577572] [ 0.55310167 0.37751279 0.48697279 0.66533938 0.52250583] [ 0.60366299 0.52180073 0.49118021 0.61950115 0.42874968] [ 0.40251938 0.64269799 0.5362225 0.37135444 0.51395072] [ 0.52738375 0.50276546 0.56994785 0.67742892 0.42173557] [ 0.57937983 0.25771449 0.41526967 0.62970826 0.35617587] [ 0.56167018 0.38117879 0.40903807 0.61045139 0.54073204] [ 0.59041242 0.43016186 0.52400153 0.48665959 0.65659051] [ 0.6416925 0.52512957 0.44622609 0.44548566 0.56776094] [ 0.52939272 0.43951395 0.58191505 0.53187484 0.44710639] [ 0.42453673 0.53412168 0.4415003 0.5594729 0.41940662] [ 0.51775182 0.47421334 0.50889961 0.56031341 0.37162853] [ 0.62167742 0.60943234 0.54620659 0.4817435 0.41830847] [ 0.55810345 0.57587994 0.5459273 0.58588399 0.44759293] [ 0.51843701 0.56356322 0.39977387 0.34900238 0.35237043] [ 0.53478024 0.43100989 0.53253477 0.69717214 0.48942812] [ 0.58092526 0.50820559 0.66353634 0.58295856 0.38581828] [ 0.38642431 0.49762307 0.51737293 0.45339854 0.5127984 ] [ 0.61695105 0.43017377 0.38651124 0.49780838 0.3885044 ] [ 0.54809312 0.50020821 0.45882331 0.53402062 0.38928244] [ 0.48265305 0.55974918 0.45592834 0.56900712 0.52456954] [ 0.47333455 0.51693425 0.57705107 0.30771065 0.63841801] [ 0.62125694 0.54081737 0.42824875 0.4877084 0.39067911] [ 0.42826305 0.47737306 0.50751245 0.49867656 0.47635487] [ 0.47976546 0.49401734 0.56711949 0.58265062 0.48889757] [ 0.54980022 0.48019839 0.51238533 0.40821812 0.46697228] [ 0.48284698 0.38419209 0.42644314 0.81766068 0.4362847 ] [ 0.53381936 0.30595348 0.61332426 0.67334287 0.38019873] [ 0.50553643 0.34949395 0.51015542 0.59597464 0.44415553] [ 0.44328258 0.54403785 0.63093597 0.48050575 0.46130754] [ 0.50338748 0.43324394 0.46359767 0.73798401 0.42577321] [ 0.48610568 0.4447245 0.59585827 0.7370063 0.46269554] [ 0.5499544 0.43417547 0.41891317 0.67651807 0.4137797 ] [ 0.57251124 0.3329535 0.52691203 0.65111355 0.31292402] [ 0.49863603 0.36720072 0.46555623 0.69964491 0.31356553] [ 0.56605235 0.46122383 0.48399773 0.46228497 0.40241358] [ 0.55660643 0.60790432 0.46315431 0.52095062 0.44146505] [ 0.54631933 0.37731205 0.60378114 0.71619356 0.43484675] [ 0.48635537 0.59730476 0.3938482 0.54588657 0.48655631] [ 0.61570567 0.40302821 0.44884752 0.56607987 0.42980036] [ 0.61957991 0.34811876 0.54124142 0.59965291 0.34721476] [ 0.70409916 0.56728787 0.43711461 0.6007217 0.53338877] [ 0.54083164 0.4841087 0.54519077 0.42271802 0.45640381] [ 0.53829893 0.48770514 0.49922035 0.54061411 0.32192274] [ 0.51439447 0.53053345 0.45925708 0.61016054 0.48624539] [ 0.52084472 0.38109948 0.62679744 0.34363108 0.39980991] [ 0.62828441 0.40521312 0.46218444 0.51616063 0.40662952] [ 0.52788336 0.57946983 0.40514177 0.37231836 0.30677311] [ 0.56430221 0.45859423 0.5246247 0.61716403 0.28085904] [ 0.6160949 0.30679972 0.43620407 0.71503342 0.41004326] [ 0.41194576 0.48196586 0.62625155 0.29341074 0.52522048] [ 0.64328397 0.39311855 0.44349791 0.76883195 0.43478925] [ 0.52475879 0.61155893 0.54795804 0.28426701 0.50378449] [ 0.49449681 0.43546438 0.40876193 0.56368623 0.33308286] [ 0.54716657 0.59636454 0.56745273 0.55505538 0.51301195] [ 0.53676408 0.33036788 0.56481483 0.52852554 0.39990145] [ 0.56793248 0.62955826 0.32779 0.59210827 0.30058316] [ 0.49079269 0.478174 0.50673244 0.4901572 0.53670056] [ 0.58179674 0.48796781 0.43319584 0.59954816 0.38702681] [ 0.54535613 0.42499747 0.57607567 0.5849735 0.53035154] [ 0.46010124 0.32351389 0.58639938 0.57846857 0.43402827] [ 0.57219181 0.37981596 0.47336535 0.58010283 0.27492074] [ 0.47334773 0.3205316 0.58719588 0.5937415 0.33735146] [ 0.45684349 0.552839 0.54240401 0.27374498 0.51400101] [ 0.52601452 0.42936434 0.59794219 0.41539733 0.37784048] [ 0.4704214 0.55571139 0.58706571 0.76967737 0.45487696] [ 0.53688573 0.31774093 0.44411985 0.41477672 0.38419667] [ 0.56351001 0.44457245 0.40305104 0.74274958 0.43274688] [ 0.49932386 0.57986687 0.46469893 0.46384943 0.42573113] [ 0.48693543 0.50176978 0.53144287 0.66586174 0.35998915] [ 0.46220012 0.50486845 0.55354272 0.48925249 0.4913017 ] [ 0.53763326 0.48381038 0.5187173 0.5309062 0.33508314] [ 0.59944615 0.53781726 0.42864637 0.47731811 0.28797355] [ 0.54338651 0.5321542 0.42399422 0.51962286 0.46616163] [ 0.49442535 0.41800112 0.57744694 0.7493244 0.54878196] [ 0.62073345 0.42496164 0.29016574 0.66415839 0.4077861 ] [ 0.56365964 0.46755803 0.66805372 0.59320744 0.36796846] [ 0.57221001 0.50656019 0.35297579 0.45157849 0.33766357] [ 0.44889225 0.61830554 0.54753376 0.3412633 0.44209077] [ 0.43054483 0.51249411 0.43951595 0.34053065 0.43803902] [ 0.40766494 0.61264431 0.49593551 0.42750492 0.48806303] [ 0.41219703 0.55527901 0.57718389 0.47560808 0.50094899] [ 0.47039167 0.61827062 0.51749921 0.38832818 0.39230468] [ 0.49010469 0.30895275 0.53408522 0.76047424 0.53646327] [ 0.68232501 0.52735644 0.50468933 0.37704098 0.32412016] [ 0.6449763 0.40161516 0.49418084 0.53572649 0.35206019] [ 0.48118726 0.47117582 0.56379227 0.61731181 0.49948784] [ 0.44835798 0.35826949 0.62318802 0.6341625 0.48321151] [ 0.55617235 0.50638968 0.55448068 0.39157134 0.35553255] [ 0.6863094 0.44688627 0.34976154 0.58033427 0.43932158] [ 0.59955449 0.20191639 0.58097753 0.65509209 0.51912481] [ 0.5467509 0.47684972 0.46870091 0.42822504 0.38813777] [ 0.53333141 0.55164796 0.49323743 0.59223513 0.50970668] [ 0.48907484 0.5328076 0.43552777 0.386764 0.43318954] [ 0.48316228 0.602282 0.53083054 0.60269257 0.39169087] [ 0.64336799 0.61565619 0.27878617 0.71345124 0.34067244] [ 0.50120413 0.37704504 0.61648395 0.67049496 0.39462329] [ 0.52003122 0.62888877 0.50816163 0.47788639 0.53521566] [ 0.61440982 0.57556134 0.48660293 0.64743027 0.48006387] [ 0.47254612 0.33371548 0.5078842 0.69413495 0.39209411] [ 0.51438205 0.43923686 0.52930681 0.35997442 0.3641208 ] [ 0.5741369 0.58393117 0.39154898 0.75299645 0.38908919] [ 0.42403729 0.63245595 0.52136642 0.31300665 0.51654729] [ 0.64010209 0.55574041 0.52813479 0.46085884 0.50470148] [ 0.60074878 0.52023184 0.44616646 0.58882053 0.46943903] [ 0.54206084 0.50265757 0.47617513 0.39900522 0.42740847] Progress: 0.7% ... Training loss: 1.174 ... Validation loss: 1.322[ 0.59308846 0.5990331 0.37913487 0.69978281 0.46441884] [ 0.55260907 0.47651547 0.59413179 0.53472904 0.43085199] [ 0.48837915 0.511299 0.64759182 0.38477788 0.57738203] [ 0.62607723 0.35050797 0.58563014 0.63954142 0.36987669] [ 0.41111868 0.52784915 0.51202106 0.30673815 0.46933879] [ 0.71445248 0.4572996 0.37794393 0.7001775 0.39662402] [ 0.59916347 0.48871521 0.48480333 0.6361652 0.47535478] [ 0.65691061 0.57121512 0.42675109 0.51371514 0.57651148] [ 0.67258545 0.49028712 0.47055083 0.47840391 0.36052218] [ 0.51831179 0.55993173 0.53797729 0.4941901 0.46540706] [ 0.62565068 0.54050908 0.37179722 0.80089311 0.32084261] [ 0.60279107 0.37664565 0.50106389 0.83723233 0.45796855] [ 0.46445962 0.60587557 0.61253282 0.60267234 0.4243835 ] [ 0.56779343 0.60189552 0.48798579 0.36069727 0.46071314] [ 0.49524075 0.51997188 0.56142266 0.51889132 0.55897997] [ 0.59936942 0.47478479 0.36703231 0.553803 0.48410931] [ 0.62303575 0.38132146 0.50241529 0.61346547 0.30115333] [ 0.66936841 0.25025638 0.50045727 0.71438688 0.38724958] [ 0.45026526 0.5539777 0.59475186 0.23918979 0.56134883] [ 0.5090946 0.50121968 0.48177438 0.64771251 0.31455413] [ 0.48511277 0.38100013 0.67945066 0.58916245 0.52192336] [ 0.57790008 0.25632247 0.56972161 0.71253739 0.41291364] [ 0.49101822 0.35655291 0.52076215 0.53623698 0.49789189] [ 0.53415992 0.62214108 0.34643114 0.47247638 0.44086885] [ 0.55450603 0.58101611 0.44886577 0.44721073 0.38821995] [ 0.63042698 0.61306911 0.44885744 0.45141094 0.4388562 ] [ 0.51703793 0.39251177 0.52695439 0.75748063 0.41990766] [ 0.51129828 0.37528449 0.43932271 0.77605567 0.49506432] [ 0.58598716 0.5957257 0.39785587 0.53629161 0.4708844 ] [ 0.51696244 0.42005829 0.55764898 0.74911893 0.41185386] [ 0.52930585 0.44181402 0.57817853 0.72389736 0.51561108] [ 0.53089916 0.40649779 0.41272991 0.51642876 0.61488856] [ 0.48143362 0.30675152 0.56224511 0.68936295 0.51913526] [ 0.54559804 0.30026138 0.5573825 0.62484801 0.35515415] [ 0.54139085 0.40381878 0.42042509 0.57622733 0.52833583] [ 0.58891599 0.41374726 0.44954561 0.48195476 0.38367573] [ 0.60345723 0.59888154 0.49080147 0.55644306 0.42725899] [ 0.49187421 0.45683982 0.41141319 0.5653279 0.47737165] [ 0.50148675 0.37603488 0.49924186 0.7651966 0.45775889] [ 0.71007313 0.54354942 0.44898668 0.3764275 0.35631051] [ 0.54190164 0.20075432 0.45916138 0.65614253 0.35390043] [ 0.55383122 0.37608062 0.59883871 0.42936213 0.63119507] [ 0.41864296 0.30309941 0.53198511 0.59220666 0.54751272] [ 0.56288782 0.41679224 0.62112412 0.62372964 0.4089858 ] [ 0.57050992 0.28253477 0.57828438 0.7514586 0.42319716] [ 0.5212513 0.4471945 0.40221744 0.74292647 0.45221967] [ 0.54652759 0.49814563 0.54856686 0.40393621 0.31841114] [ 0.45374292 0.42607052 0.55846163 0.49126363 0.56176764] [ 0.52712515 0.50976608 0.45287197 0.50992855 0.42023997] [ 0.50225335 0.21446179 0.46977978 0.74250047 0.46941689] [ 0.55630581 0.36018444 0.47978724 0.60853261 0.26439772] [ 0.42319773 0.44064483 0.62876119 0.60845385 0.49783692] [ 0.47661567 0.50040366 0.48395721 0.40116537 0.4415612 ] [ 0.5105586 0.3964074 0.42601788 0.30296535 0.51056444] [ 0.53945811 0.53732671 0.56396356 0.32548444 0.55998739] [ 0.44053277 0.64141328 0.47731695 0.60639917 0.42093196] [ 0.49373442 0.50375253 0.56333485 0.36435294 0.47183408] [ 0.51809627 0.49564206 0.36880365 0.5782057 0.29952233] [ 0.49893297 0.31462547 0.40753164 0.78591534 0.39089987] [ 0.57024753 0.62651521 0.51481359 0.6465119 0.45731215] [ 0.61231365 0.19606706 0.46081589 0.77458942 0.43438732] [ 0.601762 0.59984049 0.34802581 0.7736878 0.40503819] [ 0.49548563 0.34540227 0.48890583 0.49437283 0.39084881] [ 0.47225341 0.54788024 0.54267788 0.52705499 0.39321159] [ 0.5046863 0.44251392 0.47946531 0.5805003 0.34546955] [ 0.5651061 0.43164252 0.33342655 0.72127253 0.36331349] [ 0.54596072 0.48940204 0.44484092 0.69233966 0.3060816 ] [ 0.53449681 0.51573962 0.45195723 0.25686507 0.33846747] [ 0.51136726 0.54247209 0.49789831 0.50819477 0.57106905] [ 0.48970081 0.47199494 0.54009819 0.45780268 0.54205792] [ 0.56305129 0.61838434 0.37956819 0.4692297 0.34213716] [ 0.45537597 0.48425013 0.54317503 0.59156668 0.56407943] [ 0.49397307 0.4424312 0.65371088 0.55525515 0.47236723] [ 0.7091749 0.43084317 0.42151314 0.77745187 0.52778586] [ 0.67227329 0.44007605 0.36458928 0.57577495 0.48387015] [ 0.55318954 0.62263231 0.46927944 0.68220583 0.41191638] [ 0.49153504 0.58823594 0.3919113 0.62971331 0.30973335] [ 0.60029013 0.41556347 0.51525638 0.40816011 0.28958773] [ 0.56101604 0.61950864 0.58801322 0.44872594 0.48858661] [ 0.49136552 0.56120374 0.65508566 0.45898094 0.5271774 ] [ 0.55373341 0.32091228 0.51817986 0.5480747 0.32248219] [ 0.51203773 0.52727243 0.35846584 0.82033741 0.43423704] [ 0.58947548 0.57982667 0.36647383 0.45493505 0.52591593] [ 0.64694983 0.53793007 0.4956127 0.43907613 0.46348106] [ 0.53522264 0.37551464 0.61213041 0.43613253 0.6131089 ] [ 0.63256703 0.44059201 0.47470875 0.58363945 0.42070376] [ 0.50847721 0.48460313 0.46157515 0.6472495 0.31175876] [ 0.52230914 0.44702269 0.38716495 0.87209227 0.36588112] [ 0.5326163 0.44732355 0.46350405 0.54371789 0.42086311] [ 0.55940216 0.34807528 0.65031167 0.73461015 0.45572666] [ 0.49338923 0.52986066 0.43906931 0.36939242 0.46530804] [ 0.50737958 0.57923818 0.53027057 0.33251587 0.4819646 ] [ 0.55588604 0.54483027 0.44144523 0.59938222 0.4575051 ] [ 0.42777677 0.49864896 0.57971709 0.49288388 0.48659751] [ 0.45963736 0.41813718 0.57924443 0.71356493 0.49540867] [ 0.4080824 0.58203762 0.61783903 0.53575976 0.48905956] [ 0.50016151 0.43279132 0.45291513 0.49222746 0.62922123] [ 0.48714408 0.38437419 0.56036097 0.73675373 0.45936948] [ 0.48791 0.62034867 0.55300252 0.56444992 0.37348125] [ 0.52561429 0.57354262 0.30624505 0.60132316 0.25943483] [ 0.56158514 0.31427 0.42301567 0.75998854 0.41087026] [ 0.47286258 0.3883601 0.32669077 0.35423896 0.43888004] [ 0.5170378 0.43848759 0.53567841 0.5119716 0.51570348] [ 0.4719432 0.65289957 0.43361235 0.50104184 0.45913233] [ 0.463828 0.61666421 0.52895793 0.59334359 0.46152503] [ 0.44250996 0.5157283 0.49983933 0.41002188 0.57154867] [ 0.48260148 0.42393067 0.44069654 0.49607249 0.44452661] [ 0.45747829 0.47026297 0.49549771 0.72797109 0.34691778] [ 0.62433367 0.26157705 0.58058786 0.53153748 0.50934703] [ 0.49183003 0.46195709 0.54961892 0.44559826 0.47850226] [ 0.50639809 0.38767712 0.41123358 0.62200451 0.28972912] [ 0.6413565 0.59818057 0.30788957 0.62225419 0.22378219] [ 0.5889208 0.42426886 0.48906673 0.89112535 0.45741136] [ 0.56526507 0.58295938 0.50779506 0.44571196 0.40433557] [ 0.49207214 0.5487845 0.3842072 0.62029387 0.40970031] [ 0.45912968 0.40354652 0.68086843 0.63348677 0.40246563] [ 0.54547982 0.25160148 0.65494201 0.48245002 0.45830753] [ 0.48999095 0.37420624 0.61934472 0.51574113 0.39205385] [ 0.51664127 0.48490331 0.64215805 0.71758309 0.43646041] [ 0.48129217 0.28441105 0.5101578 0.66776984 0.4191071 ] [ 0.51467588 0.22895392 0.49394897 0.64548432 0.51828657] [ 0.55056608 0.46032007 0.37374454 0.52001548 0.44645411] [ 0.39040261 0.58727514 0.42971131 0.31850347 0.50325789] [ 0.64863874 0.54111037 0.34021169 0.72570276 0.321723 ] [ 0.62825664 0.57023178 0.35294543 0.41276781 0.37206619] [ 0.45971459 0.56107446 0.48207045 0.60296346 0.44948239] [ 0.62906095 0.56322564 0.35067425 0.44836498 0.34509235] [ 0.6465544 0.46984648 0.39109287 0.70130517 0.43399366] Progress: 0.7% ... Training loss: 1.155 ... Validation loss: 1.320[ 0.52456079 0.37952958 0.51940772 0.50269566 0.60808181] [ 0.50063393 0.50338232 0.48951784 0.39217799 0.47906987] [ 0.43829963 0.63624682 0.57712789 0.54914023 0.47176221] [ 0.55525255 0.52438932 0.40670845 0.74567146 0.4379135 ] [ 0.53992178 0.39197435 0.63628289 0.74316601 0.4181044 ] [ 0.52301816 0.31954611 0.36190424 0.52799446 0.36384666] [ 0.57555971 0.47124133 0.43211332 0.41591852 0.35479971] [ 0.57146426 0.53745464 0.49826489 0.50803097 0.38079477] [ 0.50480321 0.43968923 0.54557245 0.63235969 0.32759427] [ 0.55675668 0.2487132 0.37986732 0.81566803 0.34871828] [ 0.50720616 0.67015349 0.50637092 0.32384383 0.48302977] [ 0.471733 0.43300887 0.58758677 0.55247492 0.4833777 ] [ 0.58070168 0.35376809 0.47752314 0.73777045 0.34603039] [ 0.56434632 0.53536691 0.50533774 0.46652607 0.56073878] [ 0.5715444 0.25063165 0.49386072 0.73508721 0.38922404] [ 0.65734316 0.47285035 0.44774791 0.65223213 0.2789034 ] [ 0.49803904 0.34955299 0.44306787 0.66305656 0.36491515] [ 0.65512638 0.3617363 0.3364816 0.67772102 0.29075372] [ 0.52723679 0.4892027 0.55037839 0.60259675 0.47614809] [ 0.53111987 0.28202798 0.5133905 0.70144322 0.40305994] [ 0.56197404 0.48752503 0.55724554 0.39607906 0.36318396] [ 0.51360212 0.45913361 0.53769949 0.32536138 0.39538775] [ 0.61229925 0.38281732 0.4240983 0.58883896 0.45547793] [ 0.39326122 0.62574673 0.41317257 0.35439901 0.46978187] [ 0.56442687 0.39286782 0.57477766 0.34870803 0.71207699] [ 0.54739166 0.56947375 0.45403201 0.35405475 0.33863682] [ 0.57834755 0.37961955 0.50058205 0.42909053 0.37350205] [ 0.55457832 0.54838839 0.37766542 0.52326972 0.36492215] [ 0.56119446 0.45601013 0.4711734 0.54678128 0.32966379] [ 0.53123853 0.63772974 0.55177295 0.35810332 0.55459359] [ 0.65953972 0.52591632 0.28693697 0.59039756 0.35893698] [ 0.4244191 0.45551299 0.51718632 0.46567233 0.48439356] [ 0.66118097 0.30898122 0.44349917 0.65164651 0.38446134] [ 0.50905276 0.4108559 0.53022817 0.47139855 0.49332296] [ 0.56058895 0.41190254 0.43344009 0.45881528 0.50869094] [ 0.54200322 0.63220805 0.4840162 0.3832966 0.43520129] [ 0.49942706 0.61853276 0.51924535 0.52234916 0.473211 ] [ 0.55492401 0.34988045 0.51754613 0.78298944 0.47708516] [ 0.61421952 0.47306935 0.50284584 0.53572629 0.60632807] [ 0.65068366 0.36317633 0.52342856 0.58773419 0.51144156] [ 0.59445212 0.51962019 0.46441355 0.3799388 0.37878128] [ 0.55092342 0.44670241 0.54337806 0.70754901 0.26822032] [ 0.56016906 0.60496308 0.56546498 0.33082194 0.52282185] [ 0.58508473 0.52614054 0.56981742 0.47727573 0.5629871 ] [ 0.45232491 0.64489391 0.4658406 0.35612903 0.49091408] [ 0.49551715 0.45764102 0.57448941 0.65059845 0.42506581] [ 0.46362206 0.50361658 0.55324687 0.48838333 0.49067312] [ 0.55711742 0.32387807 0.6229074 0.40816083 0.40686493] [ 0.59449001 0.53900715 0.57377632 0.47108083 0.55244236] [ 0.60162129 0.49572658 0.51509899 0.72583981 0.4776143 ] [ 0.53432004 0.62548606 0.53198958 0.39986925 0.37220174] [ 0.50368318 0.43094285 0.60174899 0.68650198 0.39890795] [ 0.58794872 0.33438401 0.64097698 0.4852234 0.38654921] [ 0.6840195 0.50904587 0.53448167 0.53536333 0.3855078 ] [ 0.69909663 0.54993413 0.47162305 0.44995444 0.32113773] [ 0.44358859 0.60835924 0.53848596 0.46434399 0.43372428] [ 0.62655487 0.53089936 0.31350145 0.56928225 0.35075081] [ 0.63883077 0.50736888 0.38352268 0.48327272 0.34938795] [ 0.51268567 0.62235436 0.48799531 0.51508479 0.43767922] [ 0.54231052 0.46137735 0.44090186 0.64745623 0.49671441] [ 0.4150038 0.53036318 0.56306195 0.34366835 0.44140993] [ 0.55965492 0.40241551 0.42262096 0.75871195 0.57856998] [ 0.4721938 0.60662876 0.55494796 0.37568421 0.50431251] [ 0.5339015 0.5114178 0.58268564 0.58420482 0.4548032 ] [ 0.53111987 0.28202798 0.5133905 0.70144322 0.40305994] [ 0.50760768 0.41531255 0.55306064 0.32032349 0.60802521] [ 0.55110439 0.56580563 0.53010377 0.42568296 0.48834395] [ 0.57678581 0.50352209 0.58497351 0.42279815 0.46226315] [ 0.66983712 0.44130659 0.42927705 0.53770504 0.37746823] [ 0.54694977 0.55873815 0.44562113 0.47484652 0.49924453] [ 0.49478242 0.49244711 0.48897304 0.53990592 0.40885389] [ 0.57779503 0.56829744 0.44048497 0.47693488 0.44641274] [ 0.51594558 0.35506834 0.71166914 0.5486753 0.4779373 ] [ 0.41354312 0.57416044 0.57240185 0.2916656 0.54928857] [ 0.49008763 0.68428561 0.61054244 0.49534613 0.45039686] [ 0.59348617 0.50754767 0.51797217 0.32711882 0.38149085] [ 0.52660434 0.3370779 0.51556348 0.52187253 0.38285754] [ 0.55325772 0.45312905 0.45834654 0.58630286 0.58348395] [ 0.64951951 0.46392262 0.38021956 0.56812738 0.42250859] [ 0.46710766 0.54474803 0.62160932 0.49881102 0.56304848] [ 0.5824113 0.29855957 0.451063 0.56922584 0.39843807] [ 0.50463486 0.474343 0.45514138 0.46578701 0.55486854] [ 0.51632506 0.33845493 0.48701571 0.59772662 0.31034592] [ 0.49201014 0.50204895 0.49616774 0.34032812 0.53715261] [ 0.59146693 0.58359572 0.41772775 0.40162585 0.43172079] [ 0.53592848 0.42195203 0.55948168 0.70982208 0.54259445] [ 0.59373329 0.61782911 0.49196612 0.54512029 0.49723088] [ 0.5535947 0.29594573 0.64441221 0.55360537 0.52901954] [ 0.47047987 0.53930706 0.48505549 0.53071163 0.54037791] [ 0.50038123 0.42236496 0.49129034 0.56223475 0.37989408] [ 0.55080067 0.49186125 0.50508543 0.41871752 0.45099465] [ 0.540318 0.43923143 0.56095858 0.4546889 0.51329622] [ 0.65128745 0.5940642 0.32664167 0.45113495 0.39799735] [ 0.58905934 0.4135948 0.44952707 0.48181501 0.38359732] [ 0.54307379 0.63815791 0.44641161 0.56215923 0.42285315] [ 0.60129712 0.41462192 0.51505359 0.40751245 0.28922025] [ 0.43443171 0.57905742 0.61065242 0.53078394 0.48789847] [ 0.4538626 0.66011785 0.44542514 0.57419487 0.40609249] [ 0.55809134 0.4022392 0.45396481 0.62182236 0.43203277] [ 0.5657468 0.60564179 0.54240615 0.58535396 0.43332588] [ 0.69030392 0.39790094 0.38601635 0.60289053 0.37935795] [ 0.62214825 0.61851628 0.55573541 0.51025713 0.47108601] [ 0.59335712 0.61724818 0.4006128 0.64582454 0.45027745] [ 0.57191555 0.41613668 0.58077248 0.54558482 0.52879771] [ 0.45898686 0.44310156 0.501693 0.61614661 0.50086889] [ 0.54163486 0.46625636 0.53958358 0.42863717 0.4096778 ] [ 0.54982295 0.32176381 0.42875278 0.56417797 0.44161812] [ 0.53076277 0.41057552 0.47650974 0.55540581 0.43507153] [ 0.40626696 0.47581537 0.43476727 0.48821463 0.50641929] [ 0.43873854 0.38737254 0.51341494 0.64966318 0.37065759] [ 0.51874637 0.36581798 0.42075776 0.46704249 0.58769912] [ 0.53879373 0.26755374 0.41574199 0.74217213 0.3372224 ] [ 0.53636794 0.61885524 0.43677226 0.61761176 0.37547362] [ 0.62408876 0.58405377 0.41743034 0.54464083 0.35470973] [ 0.50366044 0.41071754 0.50117815 0.53145195 0.37156504] [ 0.56795642 0.55296506 0.45531268 0.69302046 0.42815614] [ 0.5486071 0.49197499 0.54185392 0.61467968 0.6088832 ] [ 0.50002252 0.41887963 0.59881089 0.65525925 0.45449505] [ 0.51388118 0.45359446 0.44670226 0.44202606 0.60747796] [ 0.69124321 0.57432728 0.31170548 0.61120402 0.32107804] [ 0.58714404 0.37031942 0.40273999 0.56165459 0.41225076] [ 0.52071331 0.39299036 0.55046127 0.60893716 0.31895913] [ 0.52067011 0.41697162 0.63967942 0.76527178 0.3714112 ] [ 0.54267646 0.42230549 0.66753842 0.68054814 0.51779335] [ 0.57640623 0.58505645 0.44259115 0.48211102 0.48281544] [ 0.63419697 0.67440623 0.44282651 0.50186495 0.47205999] [ 0.56456775 0.39279778 0.53068066 0.36634624 0.43754446] [ 0.53118838 0.41036544 0.51162692 0.62223859 0.29036532] Progress: 0.8% ... Training loss: 1.135 ... Validation loss: 1.319[ 0.56532196 0.60562427 0.48247235 0.4350413 0.51978083] [ 0.49059331 0.35545398 0.5082118 0.68224916 0.40124275] [ 0.52067035 0.49306382 0.47051275 0.41152268 0.30634427] [ 0.48796591 0.42030169 0.45085517 0.3922435 0.4425014 ] [ 0.52929587 0.60695803 0.27280875 0.58654066 0.36953753] [ 0.61282833 0.3897816 0.40940469 0.85934236 0.4101879 ] [ 0.62089492 0.42148304 0.49398724 0.52984498 0.4024577 ] [ 0.50537852 0.34201074 0.66536206 0.59344363 0.32341732] [ 0.52680756 0.44941083 0.64031176 0.40540283 0.56798917] [ 0.61096185 0.43754946 0.49682041 0.5218697 0.44879016] [ 0.50526623 0.38854915 0.41146147 0.62260109 0.29007595] [ 0.64747825 0.44458325 0.49717094 0.52780911 0.43514967] [ 0.5054455 0.51970022 0.59385489 0.47177179 0.38880283] [ 0.51373187 0.37080863 0.51391633 0.48079419 0.47426725] [ 0.48788427 0.35975545 0.51554462 0.65710253 0.39429076] [ 0.50393538 0.43699218 0.52453217 0.51071556 0.56085614] [ 0.61759887 0.51074442 0.35088208 0.52769435 0.2733396 ] [ 0.57832144 0.38899824 0.52404137 0.61601647 0.33682195] [ 0.64181731 0.66799406 0.47868126 0.56331146 0.34693165] [ 0.54794382 0.589804 0.51283894 0.69199028 0.4653137 ] [ 0.64430883 0.36320657 0.55341496 0.71146521 0.34795089] [ 0.54517502 0.47259812 0.46449859 0.55780281 0.3421886 ] [ 0.50462375 0.487962 0.5695682 0.58057603 0.49142301] [ 0.52670879 0.46168033 0.54307808 0.68119955 0.54105671] [ 0.58595212 0.5064329 0.43724672 0.54969364 0.38406741] [ 0.52853775 0.4038181 0.53820151 0.56106593 0.38059614] [ 0.5787931 0.29577418 0.64887442 0.6061514 0.27930493] [ 0.571749 0.52531822 0.5925382 0.5421415 0.48879301] [ 0.60607821 0.49939901 0.47348661 0.50468792 0.36122959] [ 0.57389997 0.37311503 0.54740524 0.59892044 0.5140632 ] [ 0.47555323 0.30482362 0.56625417 0.60547661 0.41293315] [ 0.5107456 0.47283096 0.5629538 0.5788062 0.52326181] [ 0.57366326 0.57801762 0.42516042 0.45426313 0.46615481] [ 0.5359436 0.49826249 0.51573477 0.30307501 0.46258333] [ 0.58542439 0.49674707 0.43276172 0.42908853 0.38485985] [ 0.50009006 0.21565346 0.47023657 0.7434122 0.4703174 ] [ 0.56082649 0.41167263 0.43340321 0.45868451 0.50861124] [ 0.50987356 0.44548842 0.52662556 0.54107014 0.43641935] [ 0.57596483 0.39056738 0.45063037 0.65426445 0.51541851] [ 0.54022121 0.48256225 0.39324464 0.54244985 0.38487425] [ 0.55131274 0.48098878 0.52982607 0.40815944 0.42741355] [ 0.48986469 0.66671213 0.55378115 0.27064651 0.51748987] [ 0.48366607 0.58827931 0.68133449 0.62751203 0.4048445 ] [ 0.53506306 0.362108 0.54666691 0.64461006 0.48361365] [ 0.44665332 0.40484432 0.54573801 0.51026762 0.49953302] [ 0.49028702 0.37522574 0.56534667 0.4080511 0.4797997 ] [ 0.59664161 0.63391475 0.40494883 0.56744135 0.35314784] [ 0.50930717 0.47780134 0.67097223 0.55031625 0.39143935] [ 0.48312992 0.50989798 0.58076061 0.34055956 0.35805231] [ 0.59464986 0.5507687 0.487347 0.49672957 0.37087288] [ 0.47293226 0.5534026 0.58658891 0.76857963 0.45382834] [ 0.72556069 0.56704032 0.4277527 0.48247554 0.41824117] [ 0.58839271 0.57794845 0.48839936 0.46936682 0.40526351] [ 0.55886545 0.27436362 0.53496913 0.62102615 0.60282729] [ 0.67159341 0.4992242 0.33621862 0.61255363 0.34851881] [ 0.5498124 0.39851394 0.50691701 0.61147148 0.57555362] [ 0.459556 0.59178682 0.65367481 0.39327981 0.50794868] [ 0.61220233 0.56664143 0.55068148 0.49665943 0.39646682] [ 0.43882088 0.63701375 0.62039762 0.28047069 0.48175065] [ 0.52364533 0.45389428 0.49843275 0.52585945 0.42693166] [ 0.55674894 0.58855301 0.56523116 0.43466952 0.51195423] [ 0.53929512 0.60611875 0.51438856 0.45374846 0.4706147 ] [ 0.51104764 0.62015435 0.48359479 0.41548495 0.33672624] [ 0.54839685 0.40633717 0.52619918 0.55580471 0.56815769] [ 0.51589451 0.45185407 0.44632403 0.44084063 0.60671334] [ 0.58817867 0.60821284 0.45154653 0.39018519 0.35536648] [ 0.6382498 0.38418134 0.55146028 0.48413163 0.27366538] [ 0.51711773 0.27719775 0.55749509 0.5647939 0.38265411] [ 0.5237228 0.47681217 0.58552969 0.34684749 0.43308226] [ 0.58001193 0.49432114 0.53998579 0.56382052 0.34052868] [ 0.53049622 0.31516673 0.50958517 0.68295491 0.36854549] [ 0.42855762 0.44028767 0.42386505 0.55450544 0.5326647 ] [ 0.46315621 0.43728114 0.50025917 0.74518265 0.45816392] [ 0.45443917 0.49919807 0.5347093 0.49983252 0.50862047] [ 0.52381008 0.64433209 0.49105298 0.44752443 0.47833654] [ 0.5290819 0.36912621 0.51960538 0.34105188 0.56388881] [ 0.59145602 0.46359311 0.54087626 0.7549239 0.47016003] [ 0.66110297 0.37310015 0.33576514 0.74842656 0.42811919] [ 0.54618185 0.48164589 0.46942648 0.56439026 0.3234184 ] [ 0.60090307 0.42683076 0.49592236 0.5306171 0.42812948] [ 0.48639688 0.48750857 0.57110619 0.54616766 0.48376774] [ 0.53033941 0.38115422 0.47503934 0.71333581 0.33343857] [ 0.45462302 0.47577179 0.57231814 0.60331186 0.50254522] [ 0.55585664 0.37720946 0.39734472 0.46810197 0.42431956] [ 0.55983068 0.60827564 0.4550799 0.55299913 0.38621441] [ 0.64346842 0.41633589 0.50209469 0.57946968 0.34774488] [ 0.59553377 0.51862919 0.46420627 0.37932106 0.378355 ] [ 0.48045407 0.37851225 0.63700863 0.50389441 0.43708355] [ 0.66703065 0.49066324 0.36284368 0.56064471 0.42224283] [ 0.47161531 0.6363156 0.48598088 0.36940527 0.42781661] [ 0.45263216 0.51644944 0.63434922 0.61270121 0.44355971] [ 0.503992 0.46782546 0.4136909 0.49974744 0.35557992] [ 0.59716091 0.33808994 0.5771307 0.75573053 0.49396786] [ 0.53056725 0.3391461 0.51093182 0.58293832 0.31677595] [ 0.54756459 0.36431109 0.62587188 0.70371848 0.46798438] [ 0.59433926 0.45388732 0.48955439 0.71006692 0.51242608] [ 0.47017425 0.5715216 0.54396274 0.45946624 0.59093239] [ 0.48170229 0.51147837 0.63829789 0.22312099 0.5803875 ] [ 0.56457783 0.45671435 0.46006644 0.65371403 0.53775173] [ 0.60811592 0.41129392 0.50682082 0.56978824 0.40962237] [ 0.61800283 0.58791022 0.57466621 0.45940168 0.44432894] [ 0.4932907 0.55344782 0.53613008 0.46379458 0.53596464] [ 0.44524863 0.45564332 0.5015312 0.48024294 0.50874479] [ 0.45851853 0.36753291 0.53780889 0.50255033 0.49142143] [ 0.5646898 0.60853979 0.48494606 0.46477209 0.49574992] [ 0.53700338 0.35025235 0.53872734 0.36182772 0.47678214] [ 0.61684755 0.33268059 0.42700877 0.51015856 0.41897252] [ 0.59515982 0.43847508 0.58529043 0.32105808 0.34076804] [ 0.46675174 0.576995 0.59389405 0.34975335 0.4333692 ] [ 0.49724293 0.38832015 0.50121909 0.53543275 0.49737967] [ 0.5381294 0.39756591 0.47683039 0.57186064 0.50535992] [ 0.495268 0.43790061 0.45869519 0.42896657 0.4652366 ] [ 0.53018409 0.41794735 0.52145797 0.49127826 0.40529367] [ 0.59390565 0.31132391 0.57413578 0.68619164 0.56218062] [ 0.63500145 0.46107854 0.49281761 0.61355732 0.56351628] [ 0.55104764 0.58143497 0.42237155 0.36245324 0.37639442] [ 0.6197752 0.54021814 0.38954449 0.49280113 0.35453209] [ 0.50738031 0.3473411 0.5638721 0.68263417 0.42011929] [ 0.59526077 0.30192606 0.37305076 0.60891033 0.4680141 ] [ 0.50983001 0.45446442 0.46398016 0.84415264 0.4258117 ] [ 0.43590909 0.57776956 0.61038672 0.52992561 0.48729478] [ 0.67214306 0.5460365 0.3801553 0.60811624 0.2993707 ] [ 0.49007955 0.41446863 0.54880533 0.59727547 0.44685844] [ 0.61301919 0.31975931 0.54446482 0.65124715 0.27367823] [ 0.66849709 0.54560149 0.50252133 0.53336446 0.43207587] [ 0.65153145 0.36309664 0.34509488 0.76550763 0.34377227] [ 0.52991812 0.40034902 0.5802729 0.75206014 0.57837607] [ 0.59376653 0.52117515 0.50263476 0.41579633 0.36243635] Progress: 0.8% ... Training loss: 1.122 ... Validation loss: 1.318[ 0.53188597 0.53116153 0.4542626 0.47632274 0.43378512] [ 0.57151577 0.30335182 0.60111781 0.74621871 0.53402647] [ 0.44868353 0.48851515 0.50603967 0.46726863 0.47264466] [ 0.55517363 0.46407789 0.57375991 0.45521667 0.37780629] [ 0.61202469 0.33466793 0.62900118 0.63637434 0.40645028] [ 0.59409207 0.46907574 0.37273556 0.51022567 0.46773401] [ 0.59032934 0.45613344 0.32097811 0.55537045 0.44023957] [ 0.55663398 0.45125331 0.48147939 0.55787327 0.37941882] [ 0.59219177 0.39979035 0.48929428 0.77810946 0.40611134] [ 0.44944099 0.70169592 0.50175072 0.40011889 0.46735786] [ 0.63222531 0.57569744 0.28110235 0.65103039 0.35910652] [ 0.48327379 0.42237323 0.5931721 0.5543659 0.34536148] [ 0.54856508 0.50259004 0.63810981 0.42876919 0.45581289] [ 0.40141582 0.52640217 0.3673786 0.42917548 0.46358158] [ 0.49385381 0.43771943 0.42801357 0.52048203 0.54942784] [ 0.4965139 0.53088238 0.55749012 0.42752607 0.43505298] [ 0.43635126 0.46687346 0.57486123 0.70913514 0.48370198] [ 0.50291716 0.4176171 0.59076247 0.7110724 0.49162559] [ 0.53584987 0.56208142 0.60432478 0.68161489 0.44074474] [ 0.45273357 0.61044002 0.59787503 0.36342318 0.51929132] [ 0.46803185 0.49512802 0.51185406 0.44175157 0.49966935] [ 0.64893247 0.57059355 0.39425512 0.46851007 0.34147716] [ 0.58926772 0.61943029 0.53053724 0.50654811 0.45524641] [ 0.45793915 0.53513835 0.45777123 0.53139149 0.49341581] [ 0.55886936 0.62373201 0.52500233 0.48965836 0.37695507] [ 0.49921286 0.51849132 0.42592999 0.48691309 0.37579833] [ 0.54900198 0.48653272 0.44383495 0.43962337 0.46168597] [ 0.49340561 0.58417073 0.60085125 0.52649138 0.51020104] [ 0.59953534 0.43558171 0.55655177 0.6545305 0.40621107] [ 0.58045651 0.35388574 0.47758155 0.73786853 0.34609544] [ 0.44945935 0.51251698 0.57024437 0.55894183 0.44068976] [ 0.51450797 0.46395847 0.50863438 0.52138999 0.44762623] [ 0.68350781 0.45890242 0.46563562 0.68057317 0.31911967] [ 0.51248795 0.42368832 0.55849384 0.75100514 0.4135488 ] [ 0.6140276 0.43683538 0.60702005 0.53842081 0.31476758] [ 0.4897366 0.44127894 0.55181262 0.44108358 0.55855173] [ 0.57490454 0.54740253 0.45606539 0.61428725 0.40444539] [ 0.48606429 0.59610114 0.36581586 0.52987861 0.53588624] [ 0.54535979 0.68338456 0.33887152 0.51531188 0.47645477] [ 0.51204839 0.52615026 0.52771094 0.34287819 0.49382037] [ 0.50382344 0.4494221 0.49427456 0.31033731 0.40885109] [ 0.53806925 0.40074587 0.61119411 0.65159499 0.41412096] [ 0.5325403 0.53560618 0.52245595 0.45848832 0.57763855] [ 0.55897297 0.37244306 0.36641712 0.78995251 0.32342829] [ 0.52922964 0.5997622 0.52942776 0.39114631 0.33480215] [ 0.45965835 0.63976778 0.4389499 0.35485007 0.3774738 ] [ 0.49223451 0.4771283 0.5152475 0.76068021 0.34618326] [ 0.54276316 0.38873707 0.43805432 0.53977956 0.35409733] [ 0.43377073 0.42742204 0.51035542 0.4377501 0.47624029] [ 0.39478663 0.35935589 0.55548814 0.31810463 0.62585694] [ 0.64169358 0.449234 0.50488153 0.54017389 0.39765532] [ 0.48917973 0.503854 0.46357591 0.41101799 0.53061254] [ 0.55945347 0.56665851 0.45801199 0.61330541 0.57396836] [ 0.49582223 0.46665913 0.53896297 0.4542769 0.53959307] [ 0.51283408 0.55004384 0.51058336 0.40297348 0.55277486] [ 0.53115755 0.45542268 0.53359664 0.50071782 0.38736394] [ 0.54957755 0.56863777 0.44072797 0.37957204 0.45792876] [ 0.58225462 0.55894275 0.53949026 0.49020437 0.50367388] [ 0.58278292 0.5285785 0.44049298 0.50910479 0.38877065] [ 0.52711924 0.34780278 0.56068711 0.76512334 0.515743 ] [ 0.44118772 0.56757387 0.397215 0.49183882 0.50467005] [ 0.51413886 0.4388396 0.49432087 0.50715014 0.55013993] [ 0.57859221 0.36320362 0.46505493 0.62386777 0.26333763] [ 0.53047447 0.65070352 0.37504889 0.47162948 0.43949205] [ 0.56099401 0.4285274 0.45446826 0.57853404 0.47668527] [ 0.5183111 0.45437275 0.52301223 0.40047601 0.36590402] [ 0.50563474 0.59561831 0.46963456 0.49555542 0.41153913] [ 0.40598198 0.48594866 0.49504678 0.43221763 0.51828859] [ 0.6301202 0.52254096 0.65294152 0.54656908 0.43206891] [ 0.57281534 0.23268482 0.60575869 0.68452835 0.44784363] [ 0.53535486 0.38189661 0.53451717 0.5904935 0.30246317] [ 0.52173612 0.4379623 0.52212897 0.61525091 0.29260797] [ 0.60582091 0.45275565 0.51354302 0.59166461 0.59424258] [ 0.55799119 0.37512565 0.44068501 0.44009114 0.57129336] [ 0.55401427 0.56085384 0.50126364 0.50757969 0.41117626] [ 0.50673542 0.54558001 0.5969722 0.46561751 0.48967873] [ 0.61969174 0.47364146 0.37195085 0.59549 0.36707279] [ 0.53277478 0.48238342 0.4704315 0.30256527 0.35056972] [ 0.49365516 0.47110783 0.54988567 0.39377056 0.61812428] [ 0.53905424 0.48185438 0.38324269 0.38237105 0.40983757] [ 0.43911728 0.47235526 0.59768564 0.31600118 0.54695554] [ 0.60198739 0.64489635 0.33964946 0.51087419 0.44846861] [ 0.52209749 0.50885929 0.51924734 0.60256069 0.4539923 ] [ 0.54299709 0.5624846 0.45610145 0.47401688 0.36694511] [ 0.51372361 0.54056349 0.56144892 0.36669712 0.49909963] [ 0.46455004 0.47680266 0.38872741 0.8004553 0.42130476] [ 0.64396518 0.28368388 0.46635159 0.73423666 0.30254827] [ 0.60014003 0.56423171 0.53224686 0.54043688 0.34126318] [ 0.64122571 0.58689627 0.48931369 0.45288727 0.54380614] [ 0.58389955 0.43258179 0.46558531 0.50042958 0.47688349] [ 0.68492687 0.38232044 0.41418848 0.63065503 0.35635644] [ 0.57307114 0.37376882 0.54755488 0.59938093 0.51437425] [ 0.47093126 0.5109745 0.60529556 0.55136131 0.41644275] [ 0.64933625 0.45979276 0.53444979 0.57791746 0.44276218] [ 0.46402568 0.51699286 0.50216207 0.33741147 0.46631859] [ 0.55942788 0.40274316 0.63647127 0.38025214 0.56645103] [ 0.58355802 0.45731826 0.53061684 0.73839664 0.42368944] [ 0.67006255 0.44204803 0.3650295 0.57709262 0.48488525] [ 0.49228168 0.63965203 0.53745176 0.34566308 0.55821186] [ 0.45877922 0.61284332 0.33085267 0.46589766 0.33125085] [ 0.6326028 0.38307953 0.49520562 0.52872277 0.36273409] [ 0.44665277 0.33155062 0.60519631 0.65161513 0.48720229] [ 0.53711734 0.46012954 0.41844107 0.77442335 0.30799405] [ 0.55001705 0.38224317 0.4466701 0.54314081 0.32286254] [ 0.56303352 0.59205347 0.39209133 0.54475582 0.48744765] [ 0.5112382 0.40713926 0.5046935 0.70927184 0.29192571] [ 0.48532875 0.57311444 0.48648591 0.46258067 0.42983612] [ 0.47319677 0.52462908 0.44419686 0.36548438 0.50188116] [ 0.54588561 0.41560411 0.57455444 0.44483643 0.38590444] [ 0.48852469 0.58021595 0.46264025 0.59345858 0.45154383] [ 0.61670373 0.47611226 0.47171724 0.61427017 0.45497106] [ 0.51944831 0.44440989 0.66874483 0.57421258 0.48534742] [ 0.49938875 0.31816836 0.47868375 0.6318895 0.45549308] [ 0.61294045 0.58768738 0.33304055 0.41491766 0.33875194] [ 0.47022287 0.44816737 0.56503104 0.42752092 0.49979388] [ 0.51943641 0.4700054 0.55202232 0.56297244 0.39206531] [ 0.5621349 0.49565792 0.64074786 0.30978251 0.57624333] [ 0.50668624 0.53390033 0.55556535 0.66096401 0.51278435] [ 0.56568138 0.46277381 0.6442087 0.48405663 0.50515662] [ 0.55745947 0.25670285 0.52541602 0.5012351 0.52712838] [ 0.52830194 0.50883832 0.40601523 0.39210104 0.49013321] [ 0.46234342 0.43234216 0.429708 0.73007203 0.34734868] [ 0.53195393 0.59753487 0.43580832 0.23993278 0.40192014] [ 0.42209523 0.40431658 0.51519708 0.69200941 0.48599557] [ 0.50863011 0.5310307 0.57089776 0.41289269 0.38161067] [ 0.5068251 0.35739034 0.55930724 0.63456825 0.34930097] [ 0.46409214 0.45370796 0.62348554 0.32741723 0.6290592 ] [ 0.59617991 0.57262886 0.51467494 0.53193932 0.53590887] Progress: 0.8% ... Training loss: 1.103 ... Validation loss: 1.319[ 0.60978422 0.62871497 0.45176986 0.69350697 0.46695411] [ 0.51120108 0.40711604 0.33444826 0.61748485 0.45300847] [ 0.55747107 0.31263285 0.56995547 0.36010404 0.60261231] [ 0.44455631 0.58765961 0.52686981 0.30678353 0.462469 ] [ 0.5065418 0.34595707 0.54972333 0.45351365 0.37858775] [ 0.62021888 0.4787938 0.5074627 0.69094303 0.48310155] [ 0.53554706 0.32657523 0.565709 0.58353838 0.35788318] [ 0.4997332 0.37297982 0.47214805 0.68180833 0.34844608] [ 0.45658117 0.48837683 0.5017727 0.68869751 0.38753766] [ 0.56552724 0.6960962 0.27471375 0.62566586 0.37376531] [ 0.59130931 0.34757909 0.51067439 0.74910924 0.44822894] [ 0.49567011 0.51730552 0.58645836 0.31512557 0.40409212] [ 0.46600233 0.53326901 0.53557452 0.64976461 0.51366737] [ 0.59551369 0.35165579 0.49136616 0.78227689 0.39849344] [ 0.4783291 0.53212732 0.48620507 0.7765888 0.38964608] [ 0.55381266 0.53026492 0.48884182 0.45681839 0.4710606 ] [ 0.50849933 0.47052127 0.52348788 0.6147206 0.44710211] [ 0.47691115 0.5686626 0.39321306 0.62954204 0.50535372] [ 0.54243407 0.37044858 0.44654917 0.75000513 0.43446667] [ 0.64661345 0.55867038 0.56783082 0.35476708 0.48478234] [ 0.54170452 0.36962145 0.52577891 0.73073978 0.39809983] [ 0.6986666 0.43743161 0.40863652 0.77841871 0.50761449] [ 0.52177975 0.34985329 0.57190123 0.6887058 0.30641877] [ 0.50514512 0.63505884 0.51823803 0.38963044 0.38181633] [ 0.56711163 0.54243798 0.41194052 0.33954237 0.37520644] [ 0.49243551 0.6672584 0.43338235 0.44862522 0.5502075 ] [ 0.46791665 0.55216697 0.43916652 0.18362589 0.3906092 ] [ 0.50074247 0.37945815 0.57119843 0.6078681 0.31355022] [ 0.53195582 0.62500182 0.44304545 0.47531511 0.46080597] [ 0.53092736 0.3793154 0.61109022 0.70034815 0.51089366] [ 0.64284937 0.56503434 0.38705341 0.5548124 0.34143448] [ 0.57365589 0.45177606 0.51883784 0.37472375 0.66471863] [ 0.61945892 0.5739319 0.39731909 0.47939348 0.48979152] [ 0.57179456 0.3269719 0.44675712 0.56672892 0.47674925] [ 0.61482586 0.56431708 0.55022637 0.49507174 0.39547838] [ 0.52287704 0.34469564 0.42523922 0.38841473 0.63432719] [ 0.47207973 0.47798079 0.57165719 0.70855111 0.42747056] [ 0.6066152 0.52799164 0.39271933 0.40290706 0.36264938] [ 0.54843459 0.55877772 0.50579721 0.55198014 0.56407829] [ 0.54167409 0.65918515 0.48768457 0.47297576 0.45987121] [ 0.58337388 0.36193263 0.4630047 0.67184844 0.38455587] [ 0.58403772 0.29388911 0.4363991 0.79309544 0.37078265] [ 0.53645176 0.46069662 0.41855161 0.77466888 0.30821864] [ 0.49974255 0.37851666 0.51793315 0.2834474 0.43330419] [ 0.51173302 0.54644615 0.44479022 0.48491407 0.46197188] [ 0.66035753 0.30959809 0.44368553 0.65210099 0.38482063] [ 0.4087907 0.5101743 0.5572859 0.4202258 0.53701628] [ 0.47277487 0.49972144 0.55735486 0.51947542 0.48199283] [ 0.55040197 0.54532637 0.45375587 0.42270397 0.41961688] [ 0.46682385 0.63193292 0.38826577 0.4631336 0.39549316] [ 0.64843388 0.47451405 0.37735336 0.54680339 0.42179649] [ 0.55449565 0.61805025 0.37775288 0.59715856 0.29623197] [ 0.58274376 0.52465103 0.56795222 0.54720191 0.53018382] [ 0.50440111 0.48297384 0.50425375 0.780401 0.49685285] [ 0.50386489 0.47560724 0.62472556 0.78047237 0.40758617] [ 0.50355861 0.44000418 0.49790165 0.63135716 0.41548978] [ 0.5834392 0.60664115 0.40603374 0.47634395 0.37158199] [ 0.54191631 0.59410192 0.58724278 0.50709707 0.47741941] [ 0.45440487 0.43838527 0.44681978 0.45339345 0.45193972] [ 0.66846629 0.58491141 0.49457241 0.68940991 0.3510814 ] [ 0.43867879 0.35240676 0.57185017 0.69272291 0.54131374] [ 0.56155156 0.59250111 0.41634122 0.48675958 0.38094331] [ 0.54863175 0.52048332 0.52338323 0.4103662 0.4158305 ] [ 0.63429099 0.54219393 0.42960215 0.66979902 0.51671394] [ 0.56428246 0.56994461 0.49936098 0.42229061 0.43999415] [ 0.55181522 0.4453908 0.58128784 0.6394085 0.30402593] [ 0.54279691 0.30850915 0.50816003 0.67580671 0.44959245] [ 0.55381266 0.53026492 0.48884182 0.45681839 0.4710606 ] [ 0.4475988 0.49392573 0.58197972 0.74339272 0.48323133] [ 0.43602237 0.5298319 0.5066741 0.43624337 0.5086582 ] [ 0.48047852 0.43866611 0.51253067 0.41783177 0.53771802] [ 0.58928383 0.36191713 0.59356208 0.57452726 0.32383531] [ 0.51693556 0.2854726 0.45783058 0.44788514 0.68926065] [ 0.5282637 0.64089538 0.49030667 0.44503868 0.4766642 ] [ 0.55512245 0.38377804 0.73846264 0.62764316 0.43595661] [ 0.62910316 0.6028773 0.54472643 0.47713385 0.41519425] [ 0.59544877 0.71514467 0.55681268 0.54534681 0.46704905] [ 0.56588955 0.53455137 0.53781168 0.32071641 0.40976761] [ 0.57738996 0.45235891 0.49409282 0.56256675 0.4096134 ] [ 0.57530971 0.47520635 0.60287488 0.77164505 0.54326335] [ 0.55823702 0.55057844 0.47517291 0.51112256 0.379934 ] [ 0.53342107 0.45885548 0.48704448 0.59294976 0.40758923] [ 0.63824327 0.47850598 0.44443002 0.36524503 0.35670278] [ 0.50960685 0.41034581 0.53014761 0.47107065 0.49311349] [ 0.52662122 0.41895457 0.53355982 0.54484572 0.38546648] [ 0.53537805 0.60475677 0.49435235 0.37497193 0.44394885] [ 0.54741657 0.53657064 0.51301833 0.37922571 0.58366997] [ 0.56986666 0.57900203 0.50695758 0.44301669 0.40254775] [ 0.5997453 0.36980518 0.5117686 0.47542223 0.37764651] [ 0.65497655 0.41946853 0.55050488 0.52571802 0.52797391] [ 0.47867682 0.56625033 0.30476188 0.45889739 0.37864394] [ 0.55368635 0.33366391 0.49702349 0.80001991 0.52477992] [ 0.57145558 0.4540447 0.52291001 0.6384072 0.41018465] [ 0.49579379 0.575034 0.53235441 0.41432628 0.5048846 ] [ 0.4249693 0.54305114 0.4738339 0.64309873 0.43317056] [ 0.47890796 0.50914175 0.37134573 0.54586142 0.51212916] [ 0.56504208 0.4168826 0.46861011 0.46516124 0.4033873 ] [ 0.51258178 0.61579919 0.6011662 0.48560805 0.43372619] [ 0.48459544 0.35599772 0.51722337 0.69064871 0.42510152] [ 0.56465787 0.39117762 0.47058057 0.73110689 0.32527515] [ 0.53608787 0.41288271 0.48811912 0.59355919 0.47553303] [ 0.57764286 0.38424926 0.34989731 0.52007483 0.48766312] [ 0.57690435 0.67590233 0.51369755 0.46204207 0.43448096] [ 0.67525679 0.5999858 0.51686639 0.39128354 0.60640115] [ 0.48712603 0.5411164 0.51775595 0.57158837 0.37612116] [ 0.45028848 0.53488702 0.52189087 0.4907702 0.56161438] [ 0.53758854 0.44043413 0.49527736 0.64769547 0.561182 ] [ 0.55896112 0.63421685 0.40071202 0.46228523 0.29603099] [ 0.56943959 0.49699945 0.5861522 0.51706584 0.47525937] [ 0.56496909 0.38923654 0.39163178 0.47216531 0.50472695] [ 0.54695697 0.46449026 0.50230732 0.55678562 0.5529412 ] [ 0.56861969 0.36872418 0.584778 0.6587974 0.35154182] [ 0.43443921 0.33536487 0.46944916 0.57054014 0.45552607] [ 0.54540753 0.5271205 0.42278221 0.41869893 0.53969789] [ 0.58608696 0.61937542 0.47312112 0.47680718 0.57538515] [ 0.54592372 0.54984863 0.34529509 0.63406132 0.31699617] [ 0.49786634 0.36352865 0.48472449 0.50625755 0.43484873] [ 0.67043938 0.44170163 0.36497108 0.5768444 0.48473615] [ 0.44442872 0.54932273 0.59752065 0.42502136 0.46371446] [ 0.42435863 0.54442548 0.57486607 0.4683371 0.49587425] [ 0.51048123 0.52088581 0.36048274 0.58066355 0.49954312] [ 0.54087803 0.48749863 0.46291081 0.44156546 0.35678943] [ 0.54688642 0.57364504 0.33551125 0.41562748 0.45465559] [ 0.54056294 0.54575547 0.54351947 0.31060544 0.44319977] [ 0.61568779 0.57060537 0.41659915 0.53813772 0.53889462] [ 0.54435334 0.59612674 0.54960272 0.45377267 0.53077728] [ 0.52562476 0.42283267 0.41783777 0.58357191 0.40174627] [ 0.52313668 0.54737484 0.49406469 0.48540025 0.45503635] Progress: 0.9% ... Training loss: 1.085 ... Validation loss: 1.323[ 0.5345469 0.37955645 0.48872613 0.74731541 0.39395028] [ 0.5510636 0.31783251 0.36152438 0.7701689 0.30710143] [ 0.53338348 0.38808126 0.47162492 0.62247167 0.45670819] [ 0.48225147 0.50143239 0.47938166 0.61367894 0.38075899] [ 0.5911829 0.3366687 0.56054655 0.42728416 0.5314391 ] [ 0.51047456 0.29523504 0.42431859 0.80133945 0.42890821] [ 0.52066764 0.47213366 0.396988 0.62835336 0.43778504] [ 0.62738977 0.61631145 0.4338077 0.58055506 0.44261246] [ 0.5022541 0.35003417 0.65201199 0.62981057 0.44439103] [ 0.54911365 0.45736038 0.49576828 0.43453148 0.40731853] [ 0.59087913 0.48141385 0.51988612 0.52821645 0.41658695] [ 0.51793448 0.61484636 0.41194511 0.48876892 0.4840996 ] [ 0.52100879 0.41505584 0.54145846 0.51692025 0.57371077] [ 0.49740352 0.38842362 0.58890915 0.80807513 0.46708068] [ 0.53588182 0.55814335 0.42956422 0.52192831 0.55810835] [ 0.54042018 0.42885543 0.58666739 0.69822215 0.45595076] [ 0.56257542 0.33549197 0.52755328 0.47924825 0.59595973] [ 0.57553212 0.36620126 0.56404837 0.60059395 0.5624956 ] [ 0.5604219 0.44382684 0.53899622 0.74893751 0.40071492] [ 0.48624537 0.43180443 0.59352124 0.46034989 0.54826484] [ 0.49613009 0.507264 0.53560011 0.46185735 0.58265851] [ 0.54815043 0.57058685 0.37041223 0.66047389 0.29082609] [ 0.53398911 0.46900156 0.4120298 0.77354344 0.42583726] [ 0.59466137 0.48524359 0.44939513 0.74620839 0.53745178] [ 0.55580139 0.3280528 0.69652953 0.44698772 0.3584932 ] [ 0.5624916 0.40702392 0.51842574 0.74211818 0.39649253] [ 0.52511539 0.38009256 0.68849231 0.39049291 0.55109619] [ 0.47264046 0.48156019 0.45922694 0.45660392 0.40617435] [ 0.51083694 0.40839739 0.6538653 0.57792367 0.4703089 ] [ 0.55250856 0.41452443 0.50627147 0.41874614 0.3870673 ] [ 0.48542416 0.66745833 0.34174252 0.59888968 0.40916874] [ 0.54986741 0.44694993 0.62389826 0.59564031 0.33326606] [ 0.56256475 0.28761721 0.60701708 0.75265841 0.49397357] [ 0.54769417 0.47939699 0.49750744 0.53512201 0.31866287] [ 0.39242349 0.49363515 0.55363674 0.42944103 0.57362832] [ 0.60309207 0.56155904 0.47435669 0.67708961 0.55697748] [ 0.52877082 0.46904037 0.45052337 0.49978295 0.35900442] [ 0.5002022 0.60224142 0.48237629 0.32809669 0.44130848] [ 0.48856813 0.37849159 0.58981041 0.77485346 0.39568215] [ 0.58844865 0.34005854 0.51691834 0.68861216 0.3676545 ] [ 0.45507244 0.67339357 0.54424543 0.23903166 0.56574876] [ 0.55339957 0.50863505 0.5054894 0.37884297 0.56731199] [ 0.44158052 0.41878182 0.66413442 0.62550514 0.48578753] [ 0.52517153 0.55028409 0.37711142 0.41680665 0.40998124] [ 0.64770015 0.45865263 0.4267487 0.60863329 0.41316081] [ 0.54997533 0.68015255 0.58454828 0.29914756 0.42947909] [ 0.49639633 0.46879056 0.54946435 0.39232281 0.61718286] [ 0.64176062 0.5042423 0.53422887 0.41097519 0.29486671] [ 0.58458802 0.59656044 0.47817696 0.44615286 0.35308326] [ 0.56905179 0.35768045 0.52808459 0.46429706 0.32224384] [ 0.53186477 0.47086769 0.64967412 0.3857579 0.52782526] [ 0.50735429 0.36960457 0.54557821 0.75138908 0.45271649] [ 0.59044897 0.33406731 0.50574742 0.74764162 0.45829075] [ 0.63763736 0.54182881 0.57232981 0.51338985 0.29170896] [ 0.6170834 0.5047858 0.32684219 0.57487915 0.37824734] [ 0.68580072 0.53824359 0.54867761 0.59095497 0.51929322] [ 0.51707309 0.30956991 0.56455413 0.42442386 0.49269353] [ 0.67241466 0.39012416 0.31302768 0.62032393 0.44006378] [ 0.54302986 0.4926249 0.48857513 0.72734057 0.49084635] [ 0.45248872 0.29001316 0.4725178 0.677049 0.45240404] [ 0.45500756 0.54589954 0.53591007 0.49481065 0.56031032] [ 0.54798779 0.50387462 0.4784167 0.50249943 0.50073127] [ 0.51775469 0.5469675 0.54222731 0.2385241 0.34328963] [ 0.68161286 0.47309917 0.44404223 0.44651458 0.35798898] [ 0.62464603 0.45736093 0.35859439 0.48655905 0.34348125] [ 0.50783967 0.36424251 0.4458424 0.65574185 0.35209279] [ 0.64781788 0.49164568 0.38231921 0.56245873 0.39853418] [ 0.52522427 0.49194847 0.42556039 0.26079311 0.4951566 ] [ 0.49466295 0.46951489 0.43994984 0.36984161 0.5004521 ] [ 0.6611314 0.55920079 0.45815409 0.60744152 0.38329998] [ 0.53088701 0.47395055 0.56523484 0.54798542 0.34915321] [ 0.54738705 0.49248992 0.68714373 0.33097368 0.40930932] [ 0.49249267 0.50960633 0.49009685 0.38418113 0.39455785] [ 0.65949691 0.40147961 0.36580788 0.74565709 0.32322606] [ 0.59743636 0.49492513 0.51961252 0.62146158 0.41066297] [ 0.51689756 0.45081562 0.40301943 0.74472446 0.45394892] [ 0.48065466 0.52506901 0.48568522 0.48131301 0.39614822] [ 0.52581639 0.58284865 0.50644348 0.42301732 0.43442419] [ 0.63396763 0.29238767 0.44678041 0.6687135 0.50569213] [ 0.46907936 0.374386 0.70536518 0.64436428 0.50268157] [ 0.5147145 0.47723744 0.45411965 0.70698645 0.40552344] [ 0.61534799 0.48693736 0.56976848 0.58969975 0.49234357] [ 0.5565258 0.38248503 0.49855012 0.73211108 0.27473568] [ 0.61980276 0.47914538 0.50753253 0.69113971 0.48326818] [ 0.62491788 0.27831484 0.50601317 0.77085792 0.52236708] [ 0.42686665 0.54467152 0.40540546 0.54835395 0.48857152] [ 0.42166464 0.52678769 0.51365792 0.45778598 0.48852828] [ 0.53295565 0.29090266 0.52722816 0.82043819 0.56526417] [ 0.61781882 0.62675118 0.38594148 0.61229673 0.37280269] [ 0.5818607 0.54151246 0.43583162 0.34205198 0.43655429] [ 0.47681785 0.36698502 0.53113841 0.70131745 0.45703912] [ 0.56987719 0.60204305 0.63610282 0.62155443 0.39860425] [ 0.57888893 0.35993249 0.39454286 0.77965286 0.32786211] [ 0.53649024 0.54703022 0.5562762 0.28813433 0.43555221] [ 0.39454859 0.52136318 0.50310781 0.39272246 0.53226827] [ 0.65004083 0.68128037 0.44915213 0.69556897 0.44239506] [ 0.46593145 0.47415943 0.53889721 0.4990735 0.39013876] [ 0.43192585 0.60782884 0.5915424 0.63453371 0.43268256] [ 0.56245186 0.5477786 0.42681242 0.45634653 0.41631284] [ 0.60231887 0.63012958 0.52453301 0.54634062 0.47564838] [ 0.50218497 0.46084589 0.49033254 0.71921214 0.35854562] [ 0.59587192 0.54011683 0.58310633 0.51111203 0.48017981] [ 0.45230811 0.55745644 0.47460126 0.50427014 0.45214869] [ 0.53471022 0.43251187 0.58170093 0.69923664 0.34441783] [ 0.45173016 0.45020563 0.50049179 0.47657212 0.50633951] [ 0.56010922 0.58069276 0.48254723 0.35643515 0.32924989] [ 0.49537922 0.46999446 0.47469768 0.72723139 0.49196548] [ 0.50536291 0.41801682 0.44305408 0.58167128 0.36707668] [ 0.52751324 0.45618598 0.55164237 0.6262299 0.56534502] [ 0.4648653 0.51423393 0.52696724 0.62292765 0.39844622] [ 0.56865579 0.49406247 0.53849333 0.55058759 0.52083441] [ 0.53945815 0.42614059 0.47318189 0.4562696 0.36302962] [ 0.49294253 0.50329433 0.55339697 0.26841004 0.48842688] [ 0.57369622 0.48617367 0.36557169 0.50950619 0.39411466] [ 0.50236501 0.62054435 0.41828963 0.61073915 0.53569562] [ 0.60218721 0.46797463 0.52142553 0.6693386 0.59585028] [ 0.46301516 0.51224706 0.54610167 0.44084412 0.53815455] [ 0.54883176 0.6068296 0.47243183 0.4620848 0.32599848] [ 0.52585811 0.37906583 0.50411701 0.59410776 0.42108359] [ 0.58564739 0.55928892 0.47114332 0.59950226 0.31889661] [ 0.61312439 0.56388975 0.44776016 0.50437867 0.4784966 ] [ 0.62532099 0.42134995 0.46417928 0.54628075 0.41837868] [ 0.57271423 0.535938 0.56784305 0.60063763 0.46955032] [ 0.53807647 0.269969 0.4613111 0.55948614 0.40772543] [ 0.60519836 0.55839464 0.6285796 0.53276275 0.43804525] [ 0.46958249 0.38470048 0.56443364 0.71970198 0.41764079] [ 0.46382141 0.433997 0.6261367 0.71322731 0.44742636] [ 0.58198634 0.55974792 0.45856988 0.3927727 0.2766102 ] Progress: 0.9% ... Training loss: 1.076 ... Validation loss: 1.324[ 0.58326716 0.33179607 0.50318141 0.44167548 0.38117593] [ 0.57109268 0.34539037 0.47101574 0.57778625 0.35474018] [ 0.52933878 0.56883181 0.57608049 0.39211406 0.51997129] [ 0.53349038 0.35403188 0.45356297 0.60726534 0.32161896] [ 0.70146278 0.41071662 0.49275183 0.72274471 0.49042009] [ 0.52762621 0.52334899 0.51886118 0.41497689 0.39525751] [ 0.65088125 0.57551728 0.45475633 0.4730373 0.3598782 ] [ 0.56076615 0.58817824 0.57778069 0.48083968 0.53369662] [ 0.53345801 0.43729122 0.5788803 0.77945972 0.39163608] [ 0.50513878 0.34419655 0.56738893 0.68341313 0.60402971] [ 0.49711731 0.4700567 0.54291525 0.4434079 0.52006199] [ 0.59332872 0.43400618 0.48915484 0.49034188 0.4324643 ] [ 0.59836023 0.52347151 0.44296636 0.45507469 0.50191774] [ 0.59195461 0.58892453 0.3616606 0.62020701 0.38343543] [ 0.5585984 0.35985297 0.53806014 0.65007149 0.32323682] [ 0.459246 0.47849214 0.56828683 0.39620481 0.49766749] [ 0.5705847 0.57755217 0.56076398 0.40330037 0.43415836] [ 0.56649639 0.54845714 0.48419453 0.49760734 0.43166211] [ 0.46091853 0.43861601 0.46564532 0.35287491 0.45434004] [ 0.54942353 0.5506342 0.46594552 0.51135847 0.33369726] [ 0.51647119 0.44068527 0.47155759 0.41973764 0.36615891] [ 0.58171396 0.22169975 0.41518234 0.833994 0.32532133] [ 0.47990914 0.35861586 0.59587799 0.692843 0.45206269] [ 0.4596542 0.51127418 0.54913459 0.48507335 0.46241989] [ 0.49287997 0.34838261 0.54785645 0.803501 0.47105493] [ 0.42856123 0.45858821 0.54109934 0.5196492 0.55682375] [ 0.45918806 0.47527323 0.5085559 0.45492922 0.53529392] [ 0.73777649 0.32784817 0.41486663 0.72052149 0.43029313] [ 0.54324827 0.60914091 0.52164698 0.40267394 0.48955226] [ 0.60117558 0.38132958 0.45783274 0.61151397 0.52024358] [ 0.56534859 0.32929153 0.59681652 0.70159957 0.4929597 ] [ 0.52082969 0.44354577 0.47390181 0.42473757 0.48845287] [ 0.52964808 0.50541418 0.65573366 0.54613479 0.4093448 ] [ 0.60329672 0.36070688 0.55530161 0.53125781 0.42046054] [ 0.53495348 0.40681159 0.63820608 0.62920234 0.32930722] [ 0.59775145 0.51446171 0.57130323 0.39121106 0.33792483] [ 0.57505996 0.30301459 0.46354889 0.67907167 0.35406516] [ 0.58638063 0.4118198 0.48651975 0.74557751 0.30319718] [ 0.59380993 0.2961388 0.44567003 0.8190814 0.37270309] [ 0.5464568 0.62467901 0.49437983 0.29368964 0.41788558] [ 0.52990347 0.43627523 0.31428648 0.70965818 0.45037027] [ 0.47502229 0.3857226 0.58876244 0.76695418 0.43989169] [ 0.4704392 0.51974945 0.46232675 0.30792715 0.3324767 ] [ 0.52974199 0.42397097 0.54063636 0.18614534 0.46505017] [ 0.52993781 0.63046686 0.47492667 0.55037047 0.43438531] [ 0.64135876 0.442425 0.37351051 0.62467174 0.40451138] [ 0.49047151 0.28967676 0.70862548 0.50192855 0.53320127] [ 0.6248363 0.26257365 0.47645642 0.62026856 0.32404702] [ 0.50675547 0.45030792 0.46588834 0.64175979 0.37595271] [ 0.3475999 0.50974918 0.55537393 0.35410826 0.54077782] [ 0.47831513 0.63074253 0.61675412 0.37536584 0.59179561] [ 0.58319551 0.48886997 0.4701526 0.67463194 0.2888839 ] [ 0.53031283 0.57936819 0.5400431 0.40461559 0.46829424] [ 0.61007909 0.19531658 0.50661738 0.72640401 0.4242884 ] [ 0.63795855 0.5492616 0.32646378 0.59846914 0.3808291 ] [ 0.55731288 0.50066524 0.51632661 0.46423324 0.47991544] [ 0.65728686 0.42113035 0.55221938 0.44838136 0.38621021] [ 0.60071015 0.56966494 0.54921695 0.51385938 0.41959515] [ 0.56025791 0.5812425 0.51113534 0.36842905 0.44145778] [ 0.49845197 0.58193628 0.48241643 0.5100285 0.42542341] [ 0.45618095 0.65283563 0.42315621 0.43771848 0.47749357] [ 0.59917253 0.35016024 0.34523476 0.63039154 0.35650917] [ 0.49263623 0.56392088 0.51339646 0.46039941 0.4765165 ] [ 0.48795207 0.54932174 0.51173019 0.52792587 0.49168293] [ 0.57556508 0.57819883 0.40730346 0.48835064 0.34486787] [ 0.61088211 0.64666103 0.5270119 0.48513904 0.45283544] [ 0.52462925 0.43710381 0.6257853 0.53934356 0.59093736] [ 0.61550867 0.50051916 0.40649469 0.58052504 0.43001867] [ 0.50246619 0.51559025 0.56446382 0.55083331 0.36202487] [ 0.53125355 0.46050199 0.48734951 0.59403465 0.40831028] [ 0.58022293 0.62260438 0.48316378 0.56402715 0.50380018] [ 0.48585605 0.39745142 0.4434496 0.70653453 0.37989629] [ 0.50412572 0.56373265 0.45560883 0.54505812 0.44286143] [ 0.64449727 0.46842572 0.4750457 0.53677744 0.44898005] [ 0.47665359 0.45990922 0.60108836 0.67804416 0.50922087] [ 0.50272464 0.4523216 0.53366603 0.75198135 0.42276211] [ 0.57699206 0.36147223 0.50118046 0.63516776 0.30806164] [ 0.5182685 0.40843046 0.59760059 0.67645467 0.36079176] [ 0.57472804 0.64338718 0.5449354 0.34228321 0.49284367] [ 0.5237107 0.55319928 0.34537248 0.58796819 0.38247371] [ 0.47638437 0.5321506 0.58082111 0.46796674 0.53219769] [ 0.49981812 0.46099378 0.46344229 0.31039552 0.55603338] [ 0.48912657 0.3133609 0.4953829 0.6386605 0.52486918] [ 0.61004919 0.23796147 0.40596781 0.84862692 0.30829617] [ 0.58323647 0.45839044 0.55957413 0.55107641 0.38334011] [ 0.55354833 0.54276189 0.37253489 0.48150862 0.34573126] [ 0.53926561 0.42813379 0.57345527 0.59541167 0.42456939] [ 0.49321093 0.39073682 0.55416217 0.76621851 0.4051723 ] [ 0.39426602 0.49253816 0.57466366 0.43631578 0.55630406] [ 0.53828373 0.35865833 0.54253837 0.72676883 0.39760889] [ 0.51685216 0.52225113 0.52700701 0.3405403 0.4921014 ] [ 0.62682247 0.47220788 0.41784939 0.46316422 0.42741486] [ 0.6801827 0.56245672 0.45976066 0.66177614 0.44941208] [ 0.57389798 0.45724622 0.38115382 0.50380122 0.51631868] [ 0.49416304 0.68672747 0.50749518 0.38409286 0.53606583] [ 0.50727929 0.51670208 0.4757658 0.45921646 0.54280871] [ 0.56123091 0.60650439 0.55308346 0.64686524 0.40050036] [ 0.48664684 0.28728816 0.62208413 0.58101676 0.44048906] [ 0.47680097 0.53296653 0.56766144 0.36313937 0.47395245] [ 0.49393591 0.512725 0.48577377 0.56152593 0.54421831] [ 0.55605409 0.36679597 0.57378661 0.8340482 0.40291643] [ 0.5652013 0.53758754 0.44406144 0.57140081 0.50919651] [ 0.50298542 0.48064505 0.47600383 0.5244183 0.42518541] [ 0.51412467 0.36623786 0.50393672 0.4252657 0.40672367] [ 0.5703017 0.50952858 0.41182139 0.53966031 0.39975766] [ 0.60113499 0.58610531 0.3023388 0.52533939 0.38081299] [ 0.51999927 0.61331 0.41169128 0.48766302 0.4834302 ] [ 0.52847021 0.4781489 0.54277348 0.78704515 0.51003556] [ 0.57994124 0.5807679 0.46167399 0.59761407 0.38735082] [ 0.614561 0.58491734 0.40277635 0.66369256 0.33996604] [ 0.58927612 0.36594852 0.36237612 0.71093576 0.36548987] [ 0.56263856 0.34114749 0.43249814 0.72434748 0.30069102] [ 0.66519188 0.52220492 0.53892688 0.55812242 0.5493094 ] [ 0.52122917 0.34066043 0.49977583 0.58799381 0.58732562] [ 0.40050627 0.63489191 0.59324941 0.28608104 0.53651727] [ 0.46551391 0.39549826 0.6076768 0.36516133 0.51728189] [ 0.65661591 0.35785736 0.52419851 0.67452472 0.46725681] [ 0.42871373 0.37112344 0.5920263 0.63428868 0.5865521 ] [ 0.49321093 0.39073682 0.55416217 0.76621851 0.4051723 ] [ 0.63729261 0.28772042 0.44038685 0.79960794 0.33626101] [ 0.59361359 0.46154768 0.43621192 0.63774302 0.5482817 ] [ 0.3500216 0.4818307 0.5699205 0.35238438 0.58013575] [ 0.5952936 0.42305345 0.46024168 0.52440015 0.35502048] [ 0.61033794 0.55180747 0.4014826 0.75524073 0.37074679] [ 0.59694869 0.38925077 0.58493407 0.58662512 0.43726201] [ 0.54034917 0.47742677 0.43404331 0.55933939 0.38440716] [ 0.57996094 0.43101698 0.45519469 0.80259904 0.32662312] [ 0.47087517 0.49897621 0.63436318 0.61761953 0.55515816] Progress: 1.0% ... Training loss: 1.070 ... Validation loss: 1.323[ 0.57020702 0.27553059 0.44398848 0.76676393 0.40324185] [ 0.61720781 0.43710369 0.43676494 0.53361151 0.45657846] [ 0.50139318 0.48190486 0.42750025 0.52272352 0.53637447] [ 0.48030903 0.3797325 0.45563537 0.61545223 0.53385699] [ 0.49876973 0.50668498 0.44165975 0.33835182 0.40381921] [ 0.6137962 0.29123904 0.53736126 0.58836513 0.34517406] [ 0.5514998 0.357273 0.49107034 0.81438327 0.43493208] [ 0.46301966 0.41856365 0.57312847 0.58506793 0.55495759] [ 0.65859218 0.47334901 0.35696611 0.68260868 0.33043273] [ 0.48003903 0.44284859 0.58141879 0.62840838 0.40297874] [ 0.47309168 0.27383799 0.51458603 0.76773917 0.42559324] [ 0.46144198 0.35502688 0.60884398 0.54328803 0.44003696] [ 0.51051905 0.30951426 0.59499395 0.79585953 0.56251645] [ 0.60788646 0.32919264 0.43036612 0.62155669 0.49892187] [ 0.52646884 0.51702545 0.52156081 0.45760956 0.43780351] [ 0.49874484 0.51433177 0.56077108 0.45160354 0.51033394] [ 0.5518168 0.4840986 0.49944113 0.24616603 0.41302879] [ 0.50860948 0.55994634 0.31971477 0.50590889 0.37696993] [ 0.53840347 0.47054033 0.51418109 0.3938888 0.53095338] [ 0.63977793 0.38289489 0.46846995 0.63623916 0.50438383] [ 0.60570603 0.35770121 0.38259498 0.66312866 0.50707927] [ 0.58875614 0.40890574 0.39697513 0.64700668 0.41378253] [ 0.51371853 0.54818897 0.46444592 0.48165884 0.50628505] [ 0.60231118 0.32348209 0.49383413 0.60298405 0.32748947] [ 0.50130943 0.45603078 0.40734887 0.32825502 0.46116251] [ 0.52301373 0.28399746 0.48496973 0.75235203 0.35005315] [ 0.4629891 0.46130124 0.49045774 0.44796113 0.4435565 ] [ 0.54450696 0.33169749 0.58911921 0.59695128 0.29808945] [ 0.53068593 0.4865617 0.45191292 0.29961891 0.42264316] [ 0.4997648 0.4706898 0.50524778 0.48502059 0.53336093] [ 0.60972524 0.42731953 0.57800078 0.34736709 0.40869718] [ 0.48258529 0.37116639 0.45616055 0.6232935 0.37801099] [ 0.60187332 0.45519216 0.36961339 0.50018392 0.48172461] [ 0.48030903 0.3797325 0.45563537 0.61545223 0.53385699] [ 0.54775082 0.57807562 0.44697468 0.35922607 0.45395271] [ 0.48769298 0.52276348 0.53551304 0.39484135 0.521254 ] [ 0.61331965 0.36735004 0.50820435 0.81521615 0.45327747] [ 0.53178749 0.43682484 0.46913676 0.50346217 0.46512145] [ 0.51548953 0.49122547 0.48723885 0.38451691 0.47369604] [ 0.55707093 0.42461405 0.61037852 0.63250171 0.38174834] [ 0.55388072 0.32802434 0.59265765 0.69392919 0.45106956] [ 0.49901031 0.5197884 0.4206695 0.51818598 0.50394267] [ 0.4838177 0.5267743 0.67187145 0.41892114 0.49513919] [ 0.5500831 0.52047005 0.54023042 0.38378938 0.59803956] [ 0.5772917 0.6124498 0.41525742 0.51477936 0.42912048] [ 0.49878488 0.6701638 0.53653346 0.27568678 0.52109606] [ 0.56169302 0.35923411 0.52287708 0.6804348 0.45554201] [ 0.66748975 0.42563342 0.4549522 0.50437862 0.4588237 ] [ 0.54855095 0.62120048 0.47151498 0.59035342 0.37974794] [ 0.45667172 0.50654672 0.5042481 0.70970918 0.49644991] [ 0.43994012 0.38016154 0.61651997 0.57193714 0.5016385 ] [ 0.62434545 0.49649313 0.36492864 0.4108685 0.41539511] [ 0.62834875 0.54577585 0.42373855 0.56606716 0.37768506] [ 0.51504643 0.63737677 0.50552833 0.54618737 0.48647238] [ 0.50611746 0.36348112 0.53168258 0.75944905 0.41715366] [ 0.63513476 0.45883483 0.49510209 0.58369872 0.56460969] [ 0.47971554 0.55472586 0.45860562 0.47849798 0.3789465 ] [ 0.60518317 0.52724966 0.53245984 0.54265889 0.37446847] [ 0.58766114 0.35805594 0.49941042 0.62281368 0.50187339] [ 0.49757677 0.43189374 0.64194458 0.67244819 0.37300015] [ 0.60913322 0.6167064 0.42175027 0.63323021 0.41748548] [ 0.57665187 0.49715003 0.33161662 0.80806026 0.5649826 ] [ 0.51961054 0.39850037 0.49479335 0.56217888 0.39306036] [ 0.50185559 0.56678556 0.37439874 0.62327883 0.3491845 ] [ 0.51288155 0.55168567 0.55367534 0.48992785 0.54412575] [ 0.61945228 0.42882809 0.59377686 0.48568015 0.34008691] [ 0.57025456 0.5405249 0.44225213 0.49173586 0.47840005] [ 0.56939909 0.57759222 0.47678822 0.51616649 0.55303441] [ 0.51815746 0.58028802 0.55764596 0.44186237 0.49257824] [ 0.52616721 0.38184322 0.5142111 0.52797372 0.46462193] [ 0.40815356 0.60873612 0.50525478 0.49310164 0.47747645] [ 0.61370511 0.39182263 0.53112345 0.50726911 0.42790963] [ 0.5772917 0.6124498 0.41525742 0.51477936 0.42912048] [ 0.55900665 0.65646561 0.33079086 0.68239052 0.4699638 ] [ 0.49650528 0.45372029 0.59129157 0.34961367 0.59739796] [ 0.62404669 0.52700549 0.43799485 0.67273391 0.44521114] [ 0.51200329 0.49761291 0.33498789 0.69967979 0.37237555] [ 0.51156461 0.31276359 0.43728802 0.42138433 0.66738075] [ 0.46915763 0.4654355 0.62454137 0.57753863 0.42202976] [ 0.51600208 0.6625583 0.45782779 0.61208735 0.49535016] [ 0.61682853 0.522998 0.41559742 0.37890041 0.38699257] [ 0.53612514 0.4368651 0.63920709 0.74876162 0.30486192] [ 0.58845581 0.38852379 0.59364998 0.51966587 0.38168466] [ 0.59304998 0.31749114 0.49226223 0.71385934 0.40618974] [ 0.56037755 0.32392518 0.66524467 0.65460533 0.52439666] [ 0.47014285 0.53548565 0.51377251 0.37292166 0.46263333] [ 0.61387172 0.51053933 0.46303073 0.48579836 0.39874568] [ 0.45834584 0.61792601 0.56108163 0.53012266 0.47065128] [ 0.5255939 0.55887134 0.46983018 0.59081646 0.41453922] [ 0.52846967 0.53015389 0.4937883 0.35920345 0.49631993] [ 0.51694787 0.60223802 0.52811507 0.65202141 0.34821015] [ 0.44655718 0.38333209 0.59642802 0.61238582 0.41911776] [ 0.5666689 0.42292865 0.52745873 0.62611562 0.39090855] [ 0.63252854 0.56007629 0.3501426 0.44605464 0.34386608] [ 0.55641564 0.35573385 0.54684649 0.78144237 0.50568789] [ 0.46720406 0.51417519 0.72916754 0.51397001 0.47322364] [ 0.53124835 0.5479101 0.54914333 0.3982541 0.59399178] [ 0.66005687 0.47098138 0.37842187 0.76804234 0.40938793] [ 0.51972326 0.60166769 0.48469809 0.52759756 0.31989695] [ 0.58906402 0.5973546 0.5010617 0.58140229 0.34422772] [ 0.55417846 0.5529492 0.52884597 0.42697636 0.49323849] [ 0.65924552 0.66228589 0.30859848 0.67120987 0.36211245] [ 0.58483043 0.41977817 0.50137119 0.70020299 0.28153328] [ 0.50217707 0.37782799 0.58641887 0.53528547 0.41926311] [ 0.65848497 0.53026168 0.37078388 0.51352828 0.37113442] [ 0.55288412 0.61947257 0.50800742 0.54303827 0.36913056] [ 0.51566327 0.46119064 0.41667127 0.68121687 0.29663663] [ 0.60033068 0.6128261 0.59889642 0.45711499 0.49544153] [ 0.53799675 0.5240983 0.52042898 0.51787847 0.41719925] [ 0.51307619 0.49739572 0.52976448 0.31669599 0.52187714] [ 0.50051045 0.49404087 0.41528546 0.46258663 0.46806765] [ 0.50376763 0.48954938 0.52517162 0.62989604 0.40037286] [ 0.48006446 0.55333908 0.47304963 0.39729323 0.50193483] [ 0.45963902 0.40457393 0.49196101 0.54373595 0.59803209] [ 0.51409822 0.35502515 0.46881769 0.69906738 0.44261809] [ 0.50714288 0.34491296 0.55524042 0.58457046 0.56451039] [ 0.54209899 0.64372213 0.52325539 0.63222825 0.45079746] [ 0.45882837 0.60917573 0.32850111 0.48078631 0.41550143] [ 0.55408754 0.49896386 0.51249356 0.41226193 0.42422157] [ 0.56464991 0.31787178 0.56357884 0.65262354 0.33709313] [ 0.46301966 0.41856365 0.57312847 0.58506793 0.55495759] [ 0.62826801 0.61644571 0.47517924 0.39735309 0.57143689] [ 0.46730554 0.49125705 0.48724152 0.73308126 0.3651077 ] [ 0.44989774 0.52792999 0.53879798 0.38682326 0.54426148] [ 0.5555707 0.31914484 0.51785503 0.54691097 0.32179683] [ 0.59840637 0.61620509 0.33018074 0.65140334 0.28152162] [ 0.53593075 0.49020703 0.45417479 0.62392863 0.51907708] [ 0.5329992 0.44043686 0.58560813 0.51445081 0.52978325] Progress: 1.1% ... Training loss: 1.057 ... Validation loss: 1.328[ 0.50696234 0.40605363 0.59092937 0.57768258 0.4428893 ] [ 0.52590764 0.4549709 0.39618015 0.4247498 0.33517254] [ 0.49755168 0.56820398 0.55709564 0.23341222 0.54693579] [ 0.55387218 0.31039257 0.50290177 0.66382069 0.36027073] [ 0.52243019 0.59971491 0.48438857 0.52622395 0.31915434] [ 0.65095305 0.5576073 0.58315832 0.48950018 0.49328854] [ 0.4692481 0.42100124 0.54255964 0.46804463 0.63320136] [ 0.62867196 0.4352672 0.39774488 0.60212522 0.39731433] [ 0.52704342 0.55850378 0.49276688 0.6366651 0.39743524] [ 0.50589575 0.44619708 0.48592961 0.68900014 0.30737358] [ 0.53631636 0.67172602 0.36527225 0.33388867 0.40443884] [ 0.61608357 0.23772767 0.39926809 0.84481837 0.41227047] [ 0.57412087 0.41674465 0.42309836 0.43741252 0.4384336 ] [ 0.48181539 0.46008682 0.52005491 0.75791744 0.43652058] [ 0.49176045 0.38304685 0.3936766 0.50003564 0.55414413] [ 0.50101572 0.34121929 0.53511953 0.80150305 0.44148275] [ 0.54201665 0.57725701 0.43499359 0.26263951 0.33328749] [ 0.52021834 0.43776341 0.51616666 0.44851716 0.39910648] [ 0.48882906 0.46721208 0.46542404 0.6181584 0.5004171 ] [ 0.58289656 0.48115857 0.36181454 0.77326626 0.34646226] [ 0.49847292 0.44134363 0.52213574 0.68411334 0.38327791] [ 0.58949564 0.25808513 0.5143301 0.63793138 0.41959195] [ 0.54702149 0.44190457 0.4426798 0.62660163 0.30139333] [ 0.51160335 0.43653414 0.38464327 0.5677895 0.48058145] [ 0.4544267 0.49380633 0.46227026 0.49507112 0.43534948] [ 0.57897885 0.3546481 0.47778505 0.7383145 0.34656176] [ 0.52488236 0.43941658 0.55138046 0.60982932 0.35466627] [ 0.56558337 0.45409359 0.41806105 0.55249361 0.52592294] [ 0.52085665 0.50778767 0.53651297 0.45625801 0.34529095] [ 0.59593735 0.50528279 0.47501393 0.66654236 0.40319052] [ 0.49616947 0.3543865 0.59715259 0.67120349 0.545785 ] [ 0.52250353 0.50878748 0.4290793 0.42344731 0.44988159] [ 0.58297478 0.49162891 0.53956235 0.56209046 0.3395582 ] [ 0.48493278 0.5640093 0.50800635 0.47121671 0.50462945] [ 0.53404014 0.38868035 0.40675547 0.48644655 0.42834344] [ 0.41323097 0.48108494 0.54445014 0.27867854 0.40878839] [ 0.4907887 0.25634405 0.53615901 0.6316454 0.51769447] [ 0.45105199 0.46917652 0.58181264 0.7171929 0.42668959] [ 0.50434386 0.48600676 0.47391927 0.42151352 0.48429498] [ 0.54671959 0.5646356 0.35289845 0.33188572 0.3454113 ] [ 0.67202174 0.53738149 0.29890463 0.66011105 0.43882509] [ 0.50953536 0.48067157 0.46542469 0.50940033 0.40553636] [ 0.51796284 0.24537968 0.51794012 0.64528013 0.51517908] [ 0.41218563 0.51454063 0.60818518 0.43222872 0.46015446] [ 0.47699665 0.3844455 0.6491703 0.55950621 0.42056629] [ 0.59596966 0.52556708 0.44132515 0.39477468 0.50309059] [ 0.42404253 0.44704098 0.5986015 0.34035172 0.43605255] [ 0.53384658 0.56829705 0.57497771 0.43224891 0.50751097] [ 0.42615118 0.45256613 0.66060772 0.60425376 0.45572331] [ 0.50574041 0.42188147 0.54875956 0.58291604 0.44130099] [ 0.53427112 0.28399489 0.4101202 0.7558703 0.44320062] [ 0.43375276 0.59161584 0.49160195 0.41322425 0.47810275] [ 0.50758549 0.70032654 0.58777697 0.40641914 0.47120805] [ 0.49993791 0.58739474 0.4141335 0.2528534 0.36743054] [ 0.7307609 0.32540674 0.41194837 0.67427826 0.4786156 ] [ 0.5657767 0.37354452 0.49436598 0.75830144 0.41365333] [ 0.65615131 0.67528969 0.3333699 0.67453729 0.35829245] [ 0.54065232 0.50828845 0.50426716 0.56947175 0.4532644 ] [ 0.58923183 0.57769652 0.44835953 0.68269579 0.33149003] [ 0.61305067 0.47721063 0.49219715 0.5175568 0.4091004 ] [ 0.60386083 0.22876525 0.47581273 0.78648681 0.36210277] [ 0.55913107 0.27003038 0.69599002 0.64633684 0.5659395 ] [ 0.46261143 0.43183035 0.42967909 0.72985712 0.34726927] [ 0.50681998 0.23995587 0.47961356 0.70110385 0.4218852 ] [ 0.65472869 0.5724205 0.45426419 0.47094839 0.3586393 ] [ 0.544004 0.51136644 0.32286027 0.49605094 0.36909836] [ 0.51128888 0.45357384 0.40564532 0.53710253 0.32198247] [ 0.51644366 0.42054979 0.40549249 0.4284291 0.44404379] [ 0.51122018 0.34222918 0.71914993 0.57622978 0.52171515] [ 0.56276821 0.4706396 0.49723124 0.57977925 0.48411934] [ 0.53885812 0.32852426 0.39556041 0.32369414 0.40761988] [ 0.46340112 0.398965 0.5956653 0.77275627 0.4514878 ] [ 0.64770486 0.5451331 0.53227702 0.49954643 0.49993828] [ 0.64999852 0.50473042 0.59218864 0.49693641 0.47990734] [ 0.46225227 0.41908501 0.57321474 0.58539105 0.55518927] [ 0.44535426 0.55329808 0.5372077 0.70161832 0.47028488] [ 0.4994917 0.66618925 0.4173789 0.52851298 0.44503728] [ 0.51902454 0.41051865 0.42861701 0.63017052 0.31237295] [ 0.60125552 0.49461389 0.45627055 0.54776291 0.43211825] [ 0.43697578 0.50029259 0.38673695 0.72472856 0.41426649] [ 0.63262989 0.48522043 0.34629903 0.50618559 0.28657474] [ 0.6458573 0.3822249 0.40938999 0.5756215 0.45850828] [ 0.48742458 0.47985893 0.59899073 0.67990573 0.53193047] [ 0.49027865 0.39870238 0.54206466 0.5210931 0.46657749] [ 0.4478353 0.63605192 0.4720301 0.33484378 0.45956723] [ 0.53906897 0.34476142 0.42416347 0.75445148 0.41123799] [ 0.54189127 0.56677527 0.42693885 0.413543 0.44252527] [ 0.64713062 0.3800842 0.44303453 0.55252085 0.42005043] [ 0.554094 0.26694651 0.48395439 0.75643864 0.44181706] [ 0.51166659 0.49768418 0.45023164 0.51571806 0.51485207] [ 0.58648062 0.3247042 0.52408119 0.57828591 0.47450441] [ 0.54717823 0.30536341 0.54384079 0.65246173 0.4845486 ] [ 0.53903437 0.41035904 0.4495345 0.71253176 0.29624845] [ 0.53112054 0.42525212 0.49923515 0.54465192 0.63043252] [ 0.5240826 0.37944704 0.60534161 0.76611871 0.5286968 ] [ 0.5087571 0.49768168 0.51360673 0.63274332 0.45079942] [ 0.64704784 0.63781185 0.50847619 0.57507932 0.48783213] [ 0.65879477 0.49721828 0.44919792 0.33843034 0.37008845] [ 0.5419302 0.38794185 0.65551607 0.77746496 0.31824661] [ 0.55796612 0.35003923 0.58661355 0.59171545 0.44408037] [ 0.53454932 0.47300479 0.41656903 0.71113598 0.53169391] [ 0.49132516 0.53457256 0.47538057 0.41774423 0.42165134] [ 0.5234168 0.5076299 0.46354485 0.86985328 0.37085935] [ 0.46541722 0.49695393 0.3846634 0.81988453 0.41436428] [ 0.41920099 0.52675268 0.56240593 0.34175549 0.43981545] [ 0.62219225 0.51842226 0.49536538 0.48328769 0.4844458 ] [ 0.487744 0.54427585 0.58291284 0.20972297 0.52724882] [ 0.5110652 0.64608758 0.49350778 0.46636934 0.41342677] [ 0.61110883 0.45759055 0.59403571 0.65257112 0.59077991] [ 0.63114842 0.39736552 0.46636231 0.83937483 0.3667932 ] [ 0.58872082 0.50780575 0.45205109 0.51394195 0.5010058 ] [ 0.52999679 0.51995314 0.41623789 0.45541436 0.40125732] [ 0.52170095 0.46254972 0.62324173 0.34586089 0.44521997] [ 0.47143906 0.3579299 0.65262991 0.65509673 0.46507118] [ 0.56602714 0.34223433 0.62038745 0.48019672 0.39692328] [ 0.61403881 0.34530768 0.42894534 0.64424398 0.29376789] [ 0.58590859 0.66477215 0.42143736 0.52562581 0.44736818] [ 0.52021492 0.34644617 0.42555728 0.38949933 0.63512104] [ 0.54452976 0.40076359 0.53584405 0.77245641 0.41235666] [ 0.53323024 0.3299297 0.54232551 0.80737454 0.53639228] [ 0.50811746 0.42811598 0.61686088 0.53696415 0.52592659] [ 0.56569533 0.36179557 0.38581368 0.81818642 0.33691909] [ 0.48934648 0.27665372 0.46671949 0.68759856 0.37870762] [ 0.66888921 0.50804621 0.37852617 0.70370607 0.4729715 ] [ 0.57682311 0.48969322 0.45994602 0.36943393 0.38335601] [ 0.54421776 0.34715036 0.49346387 0.63001488 0.46212048] [ 0.5195598 0.33288511 0.48004982 0.80560419 0.4801546 ] [ 0.57692018 0.58160292 0.37620221 0.52852664 0.43355054] Progress: 1.1% ... Training loss: 1.046 ... Validation loss: 1.333[ 0.55580897 0.60212306 0.59580863 0.34654888 0.49766871] [ 0.60459734 0.295407 0.49058819 0.76455947 0.44514959] [ 0.46257209 0.46110063 0.48521376 0.44552748 0.41544776] [ 0.48804845 0.51361513 0.46419695 0.45530499 0.50774394] [ 0.72297182 0.47266108 0.3999111 0.68235442 0.42759805] [ 0.54132151 0.45839179 0.44311687 0.54156625 0.56562425] [ 0.64527962 0.5772421 0.43849366 0.68947747 0.47877959] [ 0.55747548 0.37211792 0.45529923 0.62579032 0.5096469 ] [ 0.5170008 0.59006375 0.53224596 0.55296782 0.49621687] [ 0.48669425 0.52579822 0.56656325 0.35881802 0.47085523] [ 0.46586473 0.40497412 0.7102393 0.66863145 0.50604615] [ 0.6209714 0.51529598 0.46626204 0.61159038 0.41880087] [ 0.4866092 0.56136068 0.33695001 0.3733721 0.33420796] [ 0.57777879 0.55604647 0.44780741 0.49492116 0.53291777] [ 0.46799597 0.46648259 0.57623388 0.69027969 0.42496735] [ 0.47926286 0.52047737 0.56194244 0.34546846 0.4935094 ] [ 0.67619768 0.468789 0.43216383 0.56032111 0.41571658] [ 0.54810832 0.50594759 0.31179125 0.51876781 0.41589354] [ 0.63001912 0.51469137 0.4761108 0.52766048 0.3040612 ] [ 0.48952193 0.50117621 0.52777142 0.41002739 0.4745051 ] [ 0.60457728 0.62842802 0.52426509 0.54514363 0.47489613] [ 0.68268422 0.46187181 0.46133891 0.71128594 0.48569739] [ 0.67425249 0.50410981 0.32083028 0.68328389 0.45642714] [ 0.56478067 0.42542285 0.45397785 0.57639877 0.47539632] [ 0.51455657 0.3504932 0.59822134 0.61831968 0.46829934] [ 0.5241439 0.42917948 0.46493999 0.6199362 0.3299391 ] [ 0.50398586 0.58570756 0.55613282 0.56195302 0.42587274] [ 0.53569952 0.56535282 0.30503489 0.59582726 0.25671782] [ 0.58039668 0.39291823 0.46129394 0.35854046 0.42378272] [ 0.63517996 0.44814313 0.37734711 0.43692313 0.42224944] [ 0.55744109 0.31626393 0.42768833 0.55988653 0.43895899] [ 0.47308306 0.68520944 0.53716823 0.62770876 0.45336837] [ 0.65086402 0.5188952 0.55993739 0.5628278 0.43025635] [ 0.58031786 0.57221722 0.48080355 0.67025501 0.4375567 ] [ 0.46847337 0.55758524 0.58553802 0.59269847 0.44490069] [ 0.56379719 0.39416404 0.52122281 0.61020811 0.3872837 ] [ 0.58570845 0.53260413 0.57492924 0.5125826 0.59555632] [ 0.57581868 0.53907271 0.50869259 0.3624053 0.38659767] [ 0.5652681 0.6209977 0.35459877 0.56326387 0.41440502] [ 0.4948703 0.46007343 0.50059471 0.46821028 0.46162052] [ 0.57210716 0.22640334 0.41630074 0.83635914 0.32809097] [ 0.44531992 0.48686535 0.43784279 0.53183 0.49324903] [ 0.52809935 0.34919775 0.45241646 0.45416999 0.42809355] [ 0.4853057 0.33254607 0.52819958 0.6504158 0.3799535 ] [ 0.45908023 0.51725409 0.63545562 0.55906022 0.4870769 ] [ 0.59258888 0.46713454 0.46295407 0.3602462 0.4844743 ] [ 0.60115154 0.5575747 0.38213399 0.47019179 0.28738885] [ 0.64320581 0.62496065 0.57569066 0.59470637 0.53820433] [ 0.57235719 0.29967211 0.64971678 0.60923849 0.28112838] [ 0.54073455 0.44878911 0.53921365 0.78478485 0.39996361] [ 0.54723109 0.4147018 0.33363269 0.7878639 0.49059813] [ 0.57751836 0.57521667 0.38260644 0.3629042 0.39477395] [ 0.60248088 0.34870219 0.40676321 0.70635545 0.48777942] [ 0.47234857 0.48253459 0.66704257 0.41713983 0.51558724] [ 0.50378848 0.47669411 0.43859523 0.32679028 0.43654175] [ 0.59556975 0.43214375 0.48890035 0.48918239 0.43177969] [ 0.47732488 0.43416578 0.53271013 0.75130828 0.45882015] [ 0.50852098 0.43241654 0.4877174 0.70479368 0.26720279] [ 0.49552328 0.52002257 0.49174168 0.40324794 0.49809751] [ 0.42958579 0.41007827 0.61492259 0.43988663 0.55319721] [ 0.53484014 0.29926435 0.46997758 0.60368242 0.35422337] [ 0.54238435 0.34016026 0.47667467 0.44492233 0.36935875] [ 0.42489198 0.5242907 0.51327746 0.45628844 0.48747297] [ 0.57139191 0.55832156 0.5621623 0.44211804 0.48336786] [ 0.602505 0.56592706 0.48688127 0.45592068 0.48904276] [ 0.62556506 0.47260579 0.48054554 0.48431136 0.46329435] [ 0.50619144 0.498994 0.51593984 0.34527245 0.49816537] [ 0.56715594 0.37136661 0.555417 0.75308673 0.54942275] [ 0.50329382 0.5482667 0.42257733 0.68970649 0.42793348] [ 0.5659558 0.30821905 0.60975224 0.67062949 0.29647863] [ 0.50120881 0.49684828 0.6594456 0.46102543 0.54363703] [ 0.52727086 0.49259606 0.45075712 0.45360079 0.54887628] [ 0.5516708 0.56560819 0.42712932 0.23304332 0.30983691] [ 0.49030463 0.44285963 0.50581573 0.38049182 0.50507265] [ 0.5008043 0.54431429 0.42931345 0.49710025 0.39141366] [ 0.57976059 0.42563416 0.44838839 0.6195871 0.37440771] [ 0.59620306 0.15427657 0.51327735 0.79900139 0.46837872] [ 0.44760255 0.48580657 0.50842309 0.53843014 0.46912279] [ 0.45336744 0.35396506 0.55825427 0.72124288 0.53064349] [ 0.54320216 0.41154171 0.61269916 0.67607776 0.56008729] [ 0.46754964 0.46539751 0.52013244 0.5367357 0.47004558] [ 0.54134533 0.46186467 0.44105938 0.64766995 0.49704925] [ 0.61430102 0.38087544 0.42383926 0.58733156 0.4547709 ] [ 0.5739753 0.61259014 0.55844554 0.28913901 0.54647106] [ 0.51838532 0.48385836 0.55465654 0.35184726 0.5718439 ] [ 0.63591882 0.66436758 0.40961012 0.63531105 0.41277782] [ 0.59209525 0.60002185 0.40499356 0.47176598 0.36887625] [ 0.56484945 0.61525723 0.49398744 0.49246621 0.42539395] [ 0.49531917 0.27462786 0.45950026 0.70974339 0.37224148] [ 0.54095718 0.38246234 0.41363958 0.78227431 0.39645596] [ 0.5441229 0.52915387 0.5607069 0.43326722 0.56873317] [ 0.48724508 0.51699808 0.62255763 0.4101469 0.51045362] [ 0.49313682 0.49390412 0.49323098 0.44504648 0.57221654] [ 0.5244635 0.44515869 0.55135988 0.61064554 0.34727822] [ 0.58618872 0.51407563 0.48485095 0.51242703 0.540999 ] [ 0.47494137 0.34357294 0.62198106 0.70985367 0.64048222] [ 0.55622604 0.59859294 0.64531277 0.59130049 0.5375207 ] [ 0.64976882 0.38151539 0.42930956 0.7318761 0.57731709] [ 0.49102918 0.4007966 0.62756323 0.64060249 0.46253617] [ 0.55666835 0.5418011 0.33068573 0.63965495 0.36297261] [ 0.62465476 0.56647003 0.41158951 0.52247662 0.38738619] [ 0.58597168 0.48238192 0.39741847 0.46359692 0.48046695] [ 0.56138917 0.5179681 0.47158832 0.54331344 0.41235787] [ 0.62647088 0.31890263 0.4344692 0.71818088 0.44845555] [ 0.48274117 0.54861231 0.48131047 0.51980118 0.44596005] [ 0.56532352 0.62493077 0.49485796 0.53219287 0.47283997] [ 0.63687566 0.60072443 0.35126015 0.47711089 0.35697782] [ 0.5422471 0.31966933 0.4575487 0.63017083 0.32846421] [ 0.52485718 0.33624502 0.68313518 0.70736926 0.42081949] [ 0.53170099 0.42128483 0.57552532 0.51216012 0.47081798] [ 0.5789223 0.42970869 0.43689838 0.59003918 0.44002742] [ 0.60609778 0.39628711 0.40946371 0.54083214 0.45801845] [ 0.47547772 0.4272846 0.48678921 0.47429166 0.57355831] [ 0.55040477 0.53803666 0.61284725 0.55790579 0.4712764 ] [ 0.48755371 0.4119215 0.50739897 0.64026149 0.36957661] [ 0.58302044 0.61951189 0.52885896 0.54219026 0.44901789] [ 0.51791431 0.471675 0.59408674 0.52028954 0.42427174] [ 0.50411022 0.30591943 0.56229181 0.75756591 0.41108218] [ 0.44019387 0.42258566 0.50595996 0.43368729 0.49789139] [ 0.508513 0.45659125 0.33212257 0.54140229 0.50602743] [ 0.50585138 0.52951402 0.39458618 0.61352447 0.48336854] [ 0.56565541 0.51480211 0.58990899 0.4092976 0.46444217] [ 0.48999396 0.5671757 0.48981286 0.52175553 0.43610894] [ 0.45119156 0.52038403 0.5349245 0.52778305 0.41900121] [ 0.61246722 0.46483622 0.31493917 0.4983086 0.35308373] [ 0.64389727 0.51651826 0.42451073 0.5340013 0.36456967] [ 0.53358632 0.61721288 0.51964038 0.40343981 0.55810087] [ 0.50768959 0.26374034 0.55793432 0.66590897 0.44689697] Progress: 1.1% ... Training loss: 1.038 ... Validation loss: 1.336[ 0.52943263 0.56196373 0.52710323 0.32214667 0.47422523] [ 0.48227341 0.46960985 0.35498303 0.43887996 0.42845799] [ 0.50539926 0.28632212 0.57152033 0.80870075 0.55727656] [ 0.59203296 0.53305166 0.54386708 0.3021729 0.49710446] [ 0.49262095 0.44273168 0.62620632 0.35217601 0.5217008 ] [ 0.53687587 0.43101536 0.58707574 0.69943374 0.45708198] [ 0.61003292 0.26617399 0.50332399 0.76738095 0.39570725] [ 0.52657905 0.4992665 0.53542172 0.55509297 0.39215411] [ 0.5028902 0.33875671 0.56775033 0.5664986 0.27915691] [ 0.48488354 0.56991124 0.43016373 0.55738827 0.4549683 ] [ 0.63683202 0.46354202 0.39651162 0.46836617 0.45366529] [ 0.47565006 0.59214631 0.42006074 0.44769476 0.45587133] [ 0.62818577 0.40235635 0.56618927 0.61155501 0.58570573] [ 0.54125354 0.48166836 0.44997301 0.63040166 0.45796122] [ 0.46661674 0.42674421 0.51668759 0.40293014 0.47796615] [ 0.50669232 0.30319914 0.58101932 0.65652055 0.44332991] [ 0.5393995 0.44848142 0.59572048 0.33906 0.59469243] [ 0.58035815 0.60335677 0.5398754 0.46369519 0.47680669] [ 0.46316058 0.57404922 0.52469021 0.29917467 0.45646621] [ 0.53960874 0.54062637 0.42501873 0.55987022 0.48427107] [ 0.51321038 0.39492847 0.59959501 0.34255524 0.42478994] [ 0.50418362 0.3952824 0.57010565 0.477242 0.57038484] [ 0.64887733 0.49410167 0.48207473 0.43037698 0.33755739] [ 0.60790642 0.55161609 0.27829524 0.39719565 0.36816629] [ 0.40171045 0.49054555 0.58444528 0.34721977 0.47992473] [ 0.50159961 0.52473544 0.33597556 0.54628155 0.52680375] [ 0.46355712 0.3626131 0.5077069 0.64081952 0.51174992] [ 0.47723807 0.34830474 0.49607187 0.66880715 0.38982895] [ 0.51824836 0.48223554 0.55984672 0.25969014 0.44017503] [ 0.60866632 0.30939758 0.49342909 0.79780787 0.36861889] [ 0.45302417 0.59948104 0.55223707 0.40549155 0.49208182] [ 0.62353836 0.46850329 0.49784005 0.462214 0.48461038] [ 0.51250152 0.45097935 0.54203675 0.67785943 0.32359333] [ 0.45051585 0.40624886 0.54684443 0.74468824 0.44843161] [ 0.54110317 0.32030409 0.45765731 0.63058519 0.32877285] [ 0.55038406 0.57240221 0.42302435 0.57409032 0.36862451] [ 0.53028287 0.46848948 0.48855408 0.39000493 0.42954678] [ 0.55913007 0.44835389 0.45754669 0.5828765 0.58152118] [ 0.51486402 0.52175279 0.46151888 0.31439043 0.42414042] [ 0.47848072 0.43231323 0.46012549 0.63843302 0.37292901] [ 0.49194281 0.49759597 0.53073617 0.66334421 0.35830924] [ 0.46885605 0.33576181 0.64833796 0.70982635 0.45954326] [ 0.56103093 0.52539186 0.50249589 0.50507001 0.47678537] [ 0.63682874 0.38890903 0.40612839 0.65833933 0.34538676] [ 0.48421814 0.38671111 0.49712512 0.79015382 0.56788112] [ 0.52514161 0.55995637 0.57759266 0.45981386 0.46976568] [ 0.49860253 0.62270862 0.40401539 0.48037759 0.47012139] [ 0.53315507 0.44721457 0.63425257 0.60814414 0.44985247] [ 0.50104432 0.64417571 0.56832447 0.34650991 0.50403923] [ 0.43609911 0.43919669 0.58348786 0.47201979 0.50858696] [ 0.49289512 0.37705258 0.53393939 0.53028464 0.40343571] [ 0.55562689 0.59601497 0.56697802 0.60305735 0.37939218] [ 0.58773172 0.57435441 0.53320978 0.42843992 0.50197484] [ 0.60215128 0.4147914 0.63932924 0.40506116 0.34978177] [ 0.48875391 0.67871421 0.44406752 0.63401425 0.38535435] [ 0.54667839 0.3065977 0.48002389 0.59051257 0.36268304] [ 0.48949593 0.41808333 0.59087783 0.70557174 0.40573175] [ 0.43298403 0.46001647 0.48432267 0.46939653 0.52860804] [ 0.63679037 0.59696196 0.54377747 0.47312763 0.41261844] [ 0.47874688 0.50463731 0.58928602 0.34859124 0.54611692] [ 0.62752387 0.55543427 0.54596801 0.44826765 0.48515113] [ 0.50301769 0.45404529 0.55998209 0.72265312 0.4827753 ] [ 0.56370964 0.38324895 0.64377021 0.55427259 0.47602708] [ 0.61200404 0.47461337 0.41877439 0.46827451 0.47240385] [ 0.60322872 0.5023171 0.46927794 0.46631426 0.58539507] [ 0.50859079 0.44563458 0.42309172 0.30195816 0.45267228] [ 0.46711503 0.44314056 0.54261893 0.68632464 0.46534882] [ 0.56187201 0.44996816 0.47352692 0.56937352 0.49733187] [ 0.47591306 0.60273119 0.38420105 0.43916813 0.36261487] [ 0.58920535 0.7016346 0.49554732 0.56421914 0.44186481] [ 0.56948556 0.36445944 0.60940433 0.51485364 0.58175622] [ 0.49269271 0.45372587 0.57725728 0.42590573 0.56231843] [ 0.51312764 0.50877432 0.55617496 0.44444062 0.53447446] [ 0.54076752 0.39861766 0.45408118 0.41881114 0.45545773] [ 0.60917986 0.54925466 0.49225999 0.59788684 0.4323052 ] [ 0.52855056 0.31732775 0.3762237 0.69985757 0.3951832 ] [ 0.50189268 0.48405561 0.47986105 0.28405336 0.40848187] [ 0.5478962 0.35849428 0.4160009 0.79529813 0.38966385] [ 0.60701571 0.31541783 0.56133199 0.59552867 0.44400949] [ 0.48911701 0.56593489 0.54618778 0.53349436 0.49548216] [ 0.59317175 0.26240247 0.54743302 0.66803184 0.34275781] [ 0.54930074 0.46797145 0.4770843 0.40685745 0.47456716] [ 0.49946088 0.28270372 0.6825073 0.71682969 0.64079855] [ 0.5084334 0.62634302 0.61912141 0.30476169 0.48787102] [ 0.55318186 0.25323642 0.47832021 0.85548857 0.51942381] [ 0.48854095 0.45855586 0.54157562 0.50740318 0.55162873] [ 0.55683932 0.53354812 0.54253213 0.20441983 0.39920436] [ 0.59812472 0.57589968 0.54728553 0.23806778 0.41983465] [ 0.59164485 0.5605571 0.45429008 0.5555528 0.48679605] [ 0.53609478 0.24683501 0.43035809 0.75558883 0.50342529] [ 0.65173117 0.5688436 0.30757926 0.6670244 0.43098226] [ 0.52573206 0.47104732 0.60769411 0.37244414 0.52971549] [ 0.64324512 0.61548013 0.27889843 0.71289523 0.34086884] [ 0.52420838 0.41947949 0.48607525 0.48391682 0.4676575 ] [ 0.55623533 0.64551336 0.50169336 0.41025885 0.44825433] [ 0.38153049 0.45304958 0.56658962 0.64336023 0.5291643 ] [ 0.58394826 0.13797375 0.60358242 0.66502054 0.47299221] [ 0.51005363 0.6384027 0.53091867 0.34651286 0.41556462] [ 0.55761685 0.45139155 0.52386069 0.45209818 0.28407037] [ 0.61527204 0.48345187 0.38566648 0.42726583 0.42730211] [ 0.53117581 0.39920872 0.4729042 0.39296354 0.37717405] [ 0.52372634 0.35833252 0.59642241 0.54000428 0.29481789] [ 0.58009214 0.3331676 0.58154362 0.66605666 0.51850119] [ 0.65540547 0.44407293 0.34827813 0.57527404 0.45513878] [ 0.5151908 0.53086557 0.54374283 0.29075477 0.54311808] [ 0.57861429 0.41960471 0.47045442 0.62279363 0.50459942] [ 0.50277568 0.54295338 0.42914154 0.49619968 0.39085379] [ 0.50961809 0.44162683 0.56348436 0.76360004 0.45971926] [ 0.46277161 0.56462953 0.56317422 0.54870723 0.45065374] [ 0.60231717 0.51719175 0.40233056 0.53762566 0.42805694] [ 0.52601235 0.34144104 0.56513871 0.64675233 0.38663119] [ 0.5560244 0.64555002 0.54542475 0.30734157 0.51829062] [ 0.59307931 0.53748735 0.45698358 0.54499367 0.55771895] [ 0.5258065 0.28515202 0.58351717 0.6185049 0.37081283] [ 0.54338371 0.44469285 0.32240916 0.52453875 0.39643428] [ 0.56218164 0.5178459 0.33457652 0.37478488 0.33365792] [ 0.55553429 0.56154425 0.50820695 0.59474523 0.44334579] [ 0.52045528 0.47470266 0.46668972 0.65749898 0.30652663] [ 0.5272261 0.56869838 0.38068051 0.47307821 0.43364598] [ 0.45990589 0.42673385 0.52545074 0.39142382 0.51561566] [ 0.52142151 0.41986924 0.60708206 0.76745277 0.39772953] [ 0.47499458 0.47830233 0.55094003 0.53965286 0.37393883] [ 0.53484976 0.51307283 0.52694937 0.34674011 0.48445939] [ 0.47200584 0.51099305 0.64287628 0.52059811 0.47128282] [ 0.55323503 0.41378158 0.54463368 0.56620347 0.44323644] [ 0.66148135 0.44836636 0.3650607 0.73676803 0.47955881] [ 0.65073168 0.62905141 0.36793209 0.55528167 0.37226458] [ 0.56357298 0.38530984 0.4878139 0.7186526 0.37695705] Progress: 1.2% ... Training loss: 1.029 ... Validation loss: 1.340[ 0.42495911 0.52306313 0.45816829 0.34078244 0.54066945] [ 0.49188824 0.33504953 0.67475165 0.76389501 0.43040059] [ 0.50827091 0.55641032 0.49868553 0.69223299 0.46866723] [ 0.54445789 0.50836489 0.37783909 0.48660155 0.48859917] [ 0.52180808 0.52683447 0.48249184 0.53447128 0.62896962] [ 0.47816589 0.41579999 0.6145831 0.58202857 0.50266934] [ 0.53866943 0.4045314 0.5683347 0.36042849 0.4899539 ] [ 0.54124828 0.64202894 0.46343856 0.58413792 0.4247171 ] [ 0.62828808 0.62165386 0.38172347 0.50537852 0.42740603] [ 0.4937811 0.58055559 0.68030165 0.62277258 0.4016913 ] [ 0.53494622 0.23388278 0.49571012 0.77594926 0.58342933] [ 0.56510771 0.54461837 0.44286575 0.61544891 0.47575562] [ 0.59822662 0.3512746 0.40712786 0.70784163 0.48906983] [ 0.61323031 0.51113367 0.37280995 0.47249937 0.34367314] [ 0.60928337 0.38136757 0.45790373 0.52226472 0.34263766] [ 0.66476933 0.55907535 0.63384762 0.46587286 0.42774254] [ 0.45739162 0.51520608 0.63447961 0.46228949 0.4020376 ] [ 0.46419579 0.48088262 0.49732947 0.43089593 0.48905047] [ 0.54629087 0.557833 0.53401367 0.43200666 0.57477368] [ 0.61071948 0.65410426 0.54379846 0.46581469 0.4593606 ] [ 0.5087439 0.51300761 0.41977192 0.51361306 0.50101931] [ 0.5048729 0.60481694 0.52497141 0.54238705 0.44723896] [ 0.59396144 0.40780281 0.49580715 0.64445543 0.34815466] [ 0.55793614 0.48880954 0.51226042 0.35334027 0.52587536] [ 0.61544556 0.56251584 0.35861526 0.48162914 0.33241041] [ 0.58796933 0.55014683 0.3750307 0.67223738 0.35369405] [ 0.53907678 0.38990333 0.392688 0.53501767 0.39251324] [ 0.60415556 0.49834848 0.48481472 0.45692829 0.39611614] [ 0.54346558 0.60029788 0.64426035 0.35432758 0.47139345] [ 0.51976114 0.49774182 0.50539948 0.30574183 0.29620554] [ 0.52818499 0.63967705 0.46237363 0.4479887 0.48359629] [ 0.60800265 0.34916593 0.45315352 0.43130791 0.39709979] [ 0.63558917 0.45390732 0.54679799 0.55563329 0.39170386] [ 0.51874323 0.22813727 0.47818396 0.70423149 0.3632033 ] [ 0.47990859 0.39787821 0.56423545 0.67072255 0.47988156] [ 0.55647601 0.27426962 0.54028356 0.7372955 0.42816133] [ 0.66929502 0.24883615 0.45509302 0.74568276 0.4048709 ] [ 0.542201 0.35617587 0.55023581 0.61839342 0.39864725] [ 0.41585888 0.51929125 0.58545216 0.42769506 0.46438595] [ 0.48903201 0.5093263 0.45660267 0.47102759 0.48974679] [ 0.57360186 0.47261209 0.46924834 0.71533537 0.46067957] [ 0.59005669 0.53153798 0.44315182 0.3680921 0.44004661] [ 0.60021953 0.27798775 0.4646792 0.73373034 0.43438837] [ 0.60230468 0.57499838 0.4162857 0.39572756 0.42798558] [ 0.66761749 0.47899025 0.40273444 0.63625385 0.40455729] [ 0.60437229 0.56594126 0.45830636 0.51288051 0.34191157] [ 0.44394302 0.47546084 0.33607175 0.58326413 0.42754205] [ 0.57355984 0.52042301 0.49629496 0.47557266 0.55509464] [ 0.49076541 0.41832062 0.4709678 0.49947653 0.49439467] [ 0.54869261 0.26795214 0.4914949 0.47085422 0.458685 ] [ 0.48693769 0.44516408 0.37771708 0.23991672 0.42423935] [ 0.52337505 0.48802115 0.50548501 0.34333804 0.4303031 ] [ 0.48782664 0.56879313 0.42166155 0.53970511 0.47846419] [ 0.5738043 0.40095961 0.4896392 0.69366237 0.48015641] [ 0.54698908 0.55178341 0.53820135 0.52073625 0.50798746] [ 0.65589225 0.38003592 0.44506384 0.67881702 0.55155557] [ 0.45032246 0.51204638 0.51065204 0.26333564 0.53992409] [ 0.43839069 0.53032923 0.63081322 0.27163251 0.58885278] [ 0.5881548 0.43217557 0.58079421 0.58926381 0.46171096] [ 0.53190054 0.30800947 0.3810522 0.6292992 0.47653566] [ 0.47626169 0.55960323 0.53773287 0.5235518 0.44678606] [ 0.48693769 0.44516408 0.37771708 0.23991672 0.42423935] [ 0.5657912 0.55446568 0.43186257 0.51262077 0.43052479] [ 0.64136005 0.6834327 0.46886009 0.58633525 0.38173215] [ 0.47429875 0.55012834 0.54845027 0.54827517 0.49741649] [ 0.50768209 0.38023884 0.61922563 0.58678543 0.46199725] [ 0.54258204 0.52383569 0.51367066 0.51096112 0.50863613] [ 0.62666096 0.55023785 0.43606739 0.4870087 0.37029221] [ 0.64323807 0.60634445 0.49929779 0.68080651 0.49826004] [ 0.54184343 0.44828976 0.48217126 0.49340055 0.45044607] [ 0.59976745 0.51106144 0.37139229 0.5182486 0.37693212] [ 0.6389511 0.62840078 0.3772105 0.52125851 0.48340655] [ 0.57268318 0.33978262 0.58356358 0.63067094 0.29069394] [ 0.50872273 0.64270527 0.3247209 0.36144436 0.32287828] [ 0.58978646 0.50905488 0.47385145 0.52154545 0.362999 ] [ 0.50847757 0.42207276 0.52420846 0.65080353 0.36212267] [ 0.48243937 0.49146041 0.47235714 0.48403708 0.48917747] [ 0.44904442 0.64703913 0.44848957 0.37511527 0.45299443] [ 0.59667514 0.32312279 0.52447215 0.68401897 0.37054709] [ 0.52140841 0.38237971 0.6888466 0.39224915 0.55222991] [ 0.46773414 0.32578093 0.46172808 0.76450602 0.45484856] [ 0.51009999 0.41827594 0.56431661 0.44088925 0.54614961] [ 0.58334491 0.45717607 0.55166013 0.44456014 0.53830258] [ 0.55599827 0.49128819 0.47416587 0.39183191 0.42256853] [ 0.54498301 0.53703477 0.47896493 0.60180388 0.39470281] [ 0.69508222 0.42983643 0.46416618 0.60480748 0.37061279] [ 0.7080013 0.61857603 0.28467387 0.80020153 0.27702197] [ 0.65499026 0.56704223 0.29921139 0.42582402 0.4045625 ] [ 0.46819765 0.35183799 0.56932674 0.75543696 0.45345835] [ 0.57639069 0.61033858 0.58259501 0.26989654 0.57764582] [ 0.651974 0.5097532 0.44870165 0.74317413 0.4266247 ] [ 0.49639919 0.27198907 0.3787654 0.75292273 0.39328495] [ 0.52807624 0.38722051 0.62806675 0.61311611 0.31487428] [ 0.50197702 0.27401275 0.42989693 0.79141445 0.36970663] [ 0.54071455 0.42793964 0.41348114 0.47216392 0.42074432] [ 0.55026063 0.31103112 0.52647428 0.70725148 0.37118698] [ 0.51677957 0.62302778 0.51151465 0.59119345 0.37073014] [ 0.54807372 0.64585523 0.46343347 0.34553384 0.41267698] [ 0.54812505 0.51373007 0.58501334 0.73858166 0.48245131] [ 0.61772813 0.39359897 0.50662888 0.52002422 0.38759338] [ 0.51257585 0.55294743 0.53347787 0.29599712 0.47280742] [ 0.44491589 0.51397148 0.47163115 0.33720603 0.4191308 ] [ 0.49784089 0.49575459 0.48470586 0.52956982 0.34086157] [ 0.58837447 0.60188493 0.44966997 0.57170377 0.43659291] [ 0.52963482 0.54475639 0.56339421 0.56924412 0.56348042] [ 0.55522219 0.43897341 0.33472097 0.72483585 0.36659627] [ 0.49337356 0.47572923 0.51513948 0.76002659 0.34590653] [ 0.50306909 0.47182138 0.52781278 0.55526343 0.58481509] [ 0.49111699 0.51114752 0.4955443 0.52717421 0.37008932] [ 0.60025589 0.32939699 0.55650125 0.51489551 0.38419498] [ 0.58999984 0.54723879 0.43282797 0.67130362 0.53278026] [ 0.55143271 0.30609763 0.32184004 0.89117858 0.33217742] [ 0.58638109 0.41380484 0.32170827 0.66496498 0.35776448] [ 0.46412634 0.5506869 0.47121236 0.44838545 0.44716811] [ 0.62043096 0.55948572 0.5022316 0.49120535 0.47440216] [ 0.51830748 0.25452463 0.53508312 0.6566361 0.41834732] [ 0.46714998 0.50117729 0.63471778 0.61913491 0.55629532] [ 0.49357543 0.5958602 0.51538789 0.61125666 0.42408396] [ 0.60719387 0.5756541 0.55540969 0.27592146 0.36185282] [ 0.43232632 0.55385965 0.4863082 0.52498786 0.5318221 ] [ 0.58818456 0.30091851 0.54428759 0.61830175 0.40054808] [ 0.55167879 0.37524397 0.47109387 0.67852501 0.54729707] [ 0.60961029 0.56736053 0.48040589 0.57835567 0.33253675] [ 0.51518254 0.32755966 0.501675 0.6084757 0.35963294] [ 0.54295293 0.51001672 0.38282422 0.43199724 0.47586479] [ 0.58675274 0.64539054 0.34713395 0.65280016 0.41213241] [ 0.55942222 0.44340917 0.42256687 0.71224553 0.39808705] [ 0.56778914 0.54970298 0.57294325 0.49881355 0.55170897] Progress: 1.2% ... Training loss: 1.022 ... Validation loss: 1.344[ 0.59048266 0.56745231 0.55456368 0.44347187 0.58348044] [ 0.6055992 0.40586974 0.3723075 0.68945224 0.42746682] [ 0.57705414 0.53710656 0.43222267 0.32836249 0.34856152] [ 0.51636516 0.55389256 0.43647964 0.37873606 0.36156642] [ 0.59272554 0.35028364 0.54426068 0.70699408 0.40369371] [ 0.51293925 0.59199042 0.49210768 0.28311972 0.38704933] [ 0.49766448 0.46354723 0.49078308 0.72053437 0.35980397] [ 0.71031826 0.46468866 0.30159754 0.70235135 0.39334573] [ 0.5262057 0.5085741 0.55863348 0.383171 0.44720987] [ 0.48105452 0.4628564 0.44110672 0.6395227 0.45682029] [ 0.62365415 0.43855187 0.39817276 0.60416542 0.39880912] [ 0.53520516 0.44504208 0.45204318 0.69497174 0.50183417] [ 0.57314215 0.58259183 0.38675658 0.3624478 0.27584337] [ 0.48809896 0.58266418 0.59779405 0.35893076 0.43932755] [ 0.49152512 0.48817795 0.55403167 0.39096268 0.43013039] [ 0.50894142 0.31620955 0.55166686 0.59423911 0.48163611] [ 0.59602932 0.58835979 0.47703316 0.44064846 0.34985377] [ 0.4961971 0.50207752 0.64717518 0.42770395 0.49781393] [ 0.53606651 0.33862325 0.56320656 0.78056274 0.40139316] [ 0.62529001 0.4587681 0.46831082 0.45789404 0.44748743] [ 0.53945744 0.51123998 0.37960359 0.52703624 0.33142582] [ 0.47269975 0.59448753 0.40795522 0.48342872 0.33915144] [ 0.53737804 0.38180371 0.49191657 0.67420687 0.48356724] [ 0.57987303 0.30414787 0.46309525 0.73202529 0.36085272] [ 0.41817761 0.45431362 0.48052704 0.50593434 0.56247599] [ 0.59648546 0.44083161 0.54767817 0.53086505 0.37605003] [ 0.50599804 0.48859188 0.45788563 0.43846883 0.38459306] [ 0.44348409 0.38385427 0.5521053 0.63253721 0.46906119] [ 0.53756406 0.40884271 0.57418647 0.62076128 0.48119699] [ 0.57564735 0.61492667 0.43778432 0.32637824 0.35861468] [ 0.61594179 0.44971153 0.46947444 0.55755305 0.43116227] [ 0.53100021 0.5097339 0.44334801 0.55334749 0.54951512] [ 0.59848708 0.31818266 0.5656975 0.66806953 0.45387728] [ 0.51826431 0.47357871 0.50063239 0.55489542 0.3777739 ] [ 0.55498078 0.66869569 0.43478155 0.63760342 0.43142478] [ 0.65421987 0.5172924 0.490208 0.71116896 0.37233246] [ 0.53262109 0.40486218 0.38221257 0.52821087 0.58710441] [ 0.47027654 0.64692194 0.51756652 0.28796163 0.45484573] [ 0.53798265 0.45615212 0.45641664 0.56691617 0.52954158] [ 0.65426767 0.5484704 0.25388205 0.463579 0.31004668] [ 0.4783988 0.63419915 0.58679392 0.55008345 0.45691182] [ 0.51798679 0.54626663 0.57704942 0.52025549 0.45443034] [ 0.52603093 0.49634056 0.59112094 0.59543754 0.44911831] [ 0.62138302 0.46428013 0.5052196 0.25574851 0.42495111] [ 0.46917039 0.3479875 0.57727495 0.66172047 0.37525995] [ 0.46459502 0.31031188 0.43030419 0.7686043 0.522029 ] [ 0.52156051 0.51105342 0.52265051 0.31511308 0.60730927] [ 0.46901422 0.47152411 0.56736379 0.39199377 0.49477086] [ 0.59477833 0.49222601 0.63687551 0.59120094 0.33105803] [ 0.4826555 0.55396812 0.56830859 0.31691861 0.50344141] [ 0.51604788 0.55747529 0.47468832 0.35192845 0.45866534] [ 0.55823595 0.44509078 0.46089113 0.43555999 0.58603171] [ 0.51849491 0.49217944 0.5067598 0.47500368 0.43667593] [ 0.47446394 0.57283095 0.55363026 0.5547335 0.48207462] [ 0.43702217 0.44521977 0.45201434 0.61120354 0.54048185] [ 0.62497097 0.46743781 0.41771221 0.66936989 0.45066028] [ 0.50921031 0.43173357 0.48766454 0.70433988 0.26705873] [ 0.52423573 0.6309979 0.45129843 0.58489383 0.38385112] [ 0.57404238 0.29563302 0.41121043 0.5816757 0.37819303] [ 0.56292599 0.48416401 0.45950963 0.35448153 0.49855639] [ 0.52018066 0.24408271 0.64507246 0.65127895 0.37076828] [ 0.58328492 0.58847741 0.4323356 0.52450923 0.43998982] [ 0.49421365 0.57350413 0.40083095 0.44307639 0.49938786] [ 0.55558124 0.31142421 0.42262075 0.76063532 0.45645888] [ 0.55592126 0.38104799 0.53164816 0.60533199 0.39453051] [ 0.58482461 0.40797156 0.4730788 0.33002389 0.49617782] [ 0.44991929 0.59929322 0.48514522 0.49826094 0.48174505] [ 0.63877373 0.49346857 0.36886264 0.63197507 0.42763993] [ 0.56105101 0.55379306 0.43739664 0.50439545 0.47227615] [ 0.70822651 0.53539024 0.36651293 0.49283802 0.34089472] [ 0.51014641 0.42453565 0.62873549 0.37345511 0.44282839] [ 0.58200778 0.52508533 0.37094453 0.46298334 0.34274375] [ 0.48861693 0.58389564 0.5830123 0.36751567 0.51868118] [ 0.52097824 0.33483703 0.50015575 0.67727019 0.36190991] [ 0.60337934 0.22746212 0.44631831 0.79187009 0.32040516] [ 0.59698555 0.40776626 0.37940939 0.52967765 0.44047528] [ 0.52456517 0.40765106 0.40279841 0.51536883 0.51821135] [ 0.48420527 0.29301422 0.70913689 0.50480991 0.53509135] [ 0.52157656 0.37158433 0.54015534 0.73877489 0.46442306] [ 0.59420408 0.51851425 0.45185012 0.46204455 0.50280179] [ 0.52730825 0.47037258 0.51451343 0.46949908 0.44780987] [ 0.5011827 0.56683138 0.37443033 0.62320565 0.34936079] [ 0.53596637 0.4866426 0.38631096 0.53606991 0.37363647] [ 0.5889477 0.53559702 0.43755938 0.54248434 0.48219474] [ 0.53285988 0.52827708 0.66423637 0.36434508 0.49404472] [ 0.5287552 0.60292226 0.5768232 0.47648827 0.42432372] [ 0.51267166 0.44586079 0.46532729 0.63892659 0.37432585] [ 0.55071406 0.46406577 0.57620054 0.20839937 0.45106678] [ 0.48212659 0.52731376 0.53198894 0.52773833 0.43005054] [ 0.48821632 0.50168924 0.55534114 0.60737827 0.39486742] [ 0.52470899 0.43572563 0.57262748 0.60572531 0.41132115] [ 0.56247351 0.4474607 0.48301286 0.43590052 0.54961825] [ 0.48830497 0.40712822 0.48624989 0.48013334 0.56811596] [ 0.48987013 0.5166263 0.51698458 0.44106967 0.61129721] [ 0.56276451 0.54949513 0.34859924 0.51798602 0.36245176] [ 0.492759 0.46770267 0.64825446 0.50820217 0.43593385] [ 0.50473533 0.49228098 0.46180735 0.40352158 0.52560624] [ 0.52810973 0.45849552 0.49353176 0.62652621 0.55329584] [ 0.56240863 0.52706077 0.55764377 0.39764957 0.5527429 ] [ 0.59077965 0.65624776 0.4416635 0.40074997 0.48517456] [ 0.56899801 0.44157556 0.52000809 0.73043905 0.52995518] [ 0.59834689 0.53580594 0.42896262 0.57444071 0.39652537] [ 0.47521672 0.54873124 0.57047168 0.53866813 0.47566633] [ 0.54644282 0.4870358 0.50676891 0.4122708 0.53657895] [ 0.41475469 0.48061198 0.59589042 0.73390312 0.48375138] [ 0.49215757 0.40709514 0.43315083 0.75157591 0.32333803] [ 0.61850921 0.62767586 0.59671353 0.35863071 0.51116686] [ 0.53858072 0.28087148 0.50422038 0.77659955 0.48394136] [ 0.45541375 0.35596397 0.53300421 0.64567514 0.41689757] [ 0.55186939 0.53145304 0.63113843 0.58478078 0.43528861] [ 0.64152106 0.60354077 0.55317545 0.4993728 0.46421422] [ 0.40822163 0.54678012 0.51269296 0.45568351 0.49701814] [ 0.51172179 0.44377223 0.51090844 0.50739212 0.45379519] [ 0.53748128 0.4796236 0.5390685 0.52748316 0.43432592] [ 0.57223939 0.3717695 0.57314059 0.25298712 0.39407469] [ 0.51012026 0.58054392 0.41330785 0.24941796 0.36472133] [ 0.59705049 0.36763133 0.50150105 0.45734459 0.37609407] [ 0.53741503 0.53166094 0.43898406 0.59283509 0.54586467] [ 0.59253649 0.49099382 0.4109635 0.51278343 0.56301103] [ 0.52227443 0.28691336 0.45709223 0.4208271 0.66149593] [ 0.61001881 0.42904488 0.56308396 0.5366327 0.31706916] [ 0.4976771 0.48619347 0.48723627 0.62783571 0.47555639] [ 0.64199903 0.49033596 0.42462124 0.51146276 0.43471882] [ 0.57987303 0.30414787 0.46309525 0.73202529 0.36085272] [ 0.51193778 0.25752609 0.58054059 0.60840159 0.35549447] [ 0.46657693 0.61166436 0.48648582 0.32892763 0.51550588] [ 0.57380935 0.52021229 0.49627576 0.4754232 0.55501895] [ 0.5209575 0.69267696 0.58668856 0.40070521 0.46736625] Progress: 1.3% ... Training loss: 1.017 ... Validation loss: 1.346[ 0.54503603 0.53412212 0.58165099 0.43111646 0.36849077] [ 0.52279655 0.48969974 0.50873851 0.52296744 0.3671911 ] [ 0.65237161 0.36306531 0.33673736 0.67827807 0.29149776] [ 0.53664275 0.48424766 0.44936689 0.4053468 0.36475138] [ 0.50016187 0.42283539 0.52579018 0.25298392 0.33769327] [ 0.54153898 0.38721953 0.49953911 0.69763017 0.30273003] [ 0.48377353 0.39786399 0.50648881 0.72670471 0.54261349] [ 0.583262 0.47759263 0.5453634 0.53118767 0.45459182] [ 0.60643511 0.38521485 0.50800274 0.69703608 0.30438482] [ 0.55046784 0.58578162 0.58101219 0.51564367 0.44451095] [ 0.49841192 0.54970611 0.33897182 0.39823748 0.38848939] [ 0.50521983 0.31160141 0.58821217 0.68982405 0.46165536] [ 0.5995267 0.64135184 0.50466023 0.48666044 0.39791299] [ 0.54309105 0.47957176 0.42386949 0.57845969 0.39508235] [ 0.63580672 0.46285974 0.51351375 0.45903896 0.37945305] [ 0.50023392 0.52636485 0.38120152 0.6451776 0.46445319] [ 0.62288304 0.53762258 0.53230122 0.61098732 0.31973239] [ 0.56087208 0.5789603 0.54876033 0.34288496 0.45224324] [ 0.59888647 0.50864037 0.49738696 0.57242898 0.58305207] [ 0.65457125 0.62649804 0.36765562 0.55334782 0.3711891 ] [ 0.4230566 0.45615818 0.41378046 0.52943952 0.54613933] [ 0.57067918 0.47258584 0.46216052 0.59743379 0.52688906] [ 0.56116565 0.25501509 0.52363145 0.72828142 0.49061652] [ 0.48686526 0.26857143 0.5308063 0.56500008 0.39184297] [ 0.47511549 0.53350737 0.60360416 0.44683706 0.47750591] [ 0.57263689 0.52073007 0.37391639 0.50457775 0.40526096] [ 0.52927042 0.54129094 0.51674813 0.52810114 0.39720705] [ 0.5242918 0.514012 0.37894746 0.5400848 0.38803733] [ 0.59859383 0.33701661 0.53705668 0.60932557 0.30686818] [ 0.62732197 0.66713001 0.38530316 0.4722042 0.42767472] [ 0.59573822 0.47533702 0.48376719 0.54195218 0.47944461] [ 0.66231262 0.65709519 0.46868381 0.51644923 0.37523258] [ 0.45933453 0.48497889 0.61543213 0.68851349 0.42355838] [ 0.59832299 0.50053776 0.49276537 0.55931164 0.49895146] [ 0.53760185 0.40315275 0.47172439 0.42042537 0.42532647] [ 0.58409135 0.48693067 0.50358028 0.64693177 0.46446313] [ 0.53656331 0.49852521 0.51149581 0.59093565 0.41579019] [ 0.52221854 0.44708491 0.32500125 0.46740288 0.4213489 ] [ 0.60106521 0.3506649 0.50933394 0.74411 0.34035387] [ 0.50030778 0.41062628 0.59251583 0.63648473 0.54072767] [ 0.62678918 0.62156628 0.44851618 0.72370828 0.5131194 ] [ 0.44920191 0.58247749 0.58208134 0.53701136 0.4469673 ] [ 0.46893064 0.58882932 0.57550702 0.54793817 0.48448652] [ 0.59931754 0.48699069 0.4766097 0.75393133 0.43558453] [ 0.66383166 0.46240765 0.50727534 0.60139868 0.37664836] [ 0.44872264 0.47095691 0.68569189 0.3769061 0.53573024] [ 0.59344827 0.40670307 0.49943406 0.65316584 0.34095389] [ 0.55484475 0.40989699 0.5397792 0.50188212 0.55883102] [ 0.49961825 0.40764857 0.56479314 0.5238502 0.51638152] [ 0.40961693 0.41460245 0.59461576 0.57503526 0.57663545] [ 0.58075691 0.47162628 0.36787591 0.40734187 0.41945841] [ 0.46842354 0.51640226 0.59737425 0.4576163 0.49629625] [ 0.53914577 0.40594618 0.4341422 0.63404222 0.34288599] [ 0.52526599 0.43698245 0.54841151 0.7123295 0.39309304] [ 0.5356648 0.50233604 0.61580455 0.55860365 0.51375467] [ 0.57482684 0.52013865 0.55594267 0.52716049 0.5656111 ] [ 0.52482654 0.69058863 0.5864616 0.39913869 0.46635955] [ 0.58139319 0.54806329 0.46419403 0.3753575 0.34499134] [ 0.54653621 0.42009151 0.49559678 0.33118115 0.44930968] [ 0.45741574 0.53222167 0.62366632 0.39689536 0.43506541] [ 0.56277464 0.48696593 0.46095654 0.43961566 0.34209681] [ 0.57547424 0.52907159 0.58498595 0.39539984 0.56329285] [ 0.54950184 0.47400291 0.5626286 0.55817587 0.58000833] [ 0.5689011 0.40947706 0.41810989 0.6064646 0.36488981] [ 0.51453051 0.37304241 0.55869525 0.84913047 0.41250111] [ 0.63569238 0.5020836 0.49998084 0.31861957 0.36107377] [ 0.54309105 0.47957176 0.42386949 0.57845969 0.39508235] [ 0.51277218 0.44485664 0.49474056 0.42250944 0.53622225] [ 0.51837977 0.34865401 0.61258531 0.70087137 0.57393595] [ 0.61953814 0.52692343 0.45794065 0.4422203 0.39927371] [ 0.51850011 0.44224945 0.49968374 0.62693872 0.28789842] [ 0.55226055 0.41733313 0.57432686 0.38920471 0.40568458] [ 0.54981947 0.51268153 0.4424329 0.29045369 0.30250351] [ 0.44187893 0.35995255 0.50068687 0.83549318 0.54097411] [ 0.57909306 0.53887738 0.47087183 0.43570419 0.49315001] [ 0.59271125 0.56391912 0.42302045 0.4447728 0.45997252] [ 0.56443499 0.3665793 0.34061056 0.82171501 0.3194657 ] [ 0.5310678 0.44837635 0.63438965 0.60893656 0.45041888] [ 0.56382916 0.41846529 0.52111938 0.83187608 0.48444184] [ 0.59294471 0.48576239 0.39376911 0.41903861 0.4014733 ] [ 0.60411908 0.42400708 0.48404407 0.56247763 0.35445314] [ 0.55746367 0.32519053 0.53579709 0.80567928 0.40899621] [ 0.53991839 0.57860073 0.39229431 0.37177224 0.39611696] [ 0.57411327 0.4621335 0.42092754 0.48824169 0.39702852] [ 0.49376453 0.45997501 0.58922125 0.44249193 0.5052616 ] [ 0.52268353 0.54717244 0.62973682 0.42242379 0.50722867] [ 0.45380964 0.51844475 0.53472032 0.5264298 0.41827706] [ 0.51481561 0.48807478 0.57358014 0.32902235 0.64854685] [ 0.63696516 0.4514418 0.52022226 0.67489757 0.42160141] [ 0.46031546 0.29824141 0.59717193 0.76199262 0.46989924] [ 0.53212096 0.39252886 0.43754542 0.62665538 0.52797125] [ 0.53674588 0.39743047 0.4012495 0.67258562 0.52054946] [ 0.56506236 0.56069756 0.51629279 0.59106567 0.40691398] [ 0.53371476 0.6077897 0.56952622 0.30260698 0.41173296] [ 0.51345939 0.52202665 0.51189984 0.64225731 0.43844584] [ 0.42253504 0.45480628 0.52309068 0.43116679 0.48847722] [ 0.44156812 0.42560578 0.53260937 0.47157831 0.48388637] [ 0.56420202 0.45773385 0.71333717 0.47075315 0.46223027] [ 0.49315497 0.60757357 0.44949302 0.41714111 0.45780914] [ 0.49235857 0.41526198 0.5234351 0.3852049 0.56720414] [ 0.56146673 0.33444581 0.53803051 0.65251222 0.30590569] [ 0.50753002 0.45063316 0.62561757 0.72310857 0.37283676] [ 0.52865678 0.34650381 0.45473052 0.69279013 0.44705917] [ 0.50140359 0.60860038 0.4593467 0.48805451 0.49100011] [ 0.50445516 0.53929706 0.67804537 0.36391277 0.48880648] [ 0.54457674 0.62498028 0.44127079 0.65017895 0.3808143 ] [ 0.6099767 0.46072404 0.40676714 0.77506 0.55149501] [ 0.59567296 0.42318436 0.51622892 0.55290419 0.32923934] [ 0.55859745 0.48151999 0.41626351 0.63120864 0.52591097] [ 0.55062201 0.40428499 0.50152422 0.67327259 0.36963408] [ 0.568931 0.65299052 0.51459579 0.45538533 0.44328891] [ 0.64463478 0.32246085 0.49448376 0.75825988 0.38958712] [ 0.49691559 0.29132042 0.45774496 0.55793089 0.51152883] [ 0.63657875 0.5998317 0.42585627 0.63668974 0.40634727] [ 0.51935439 0.60815261 0.52072398 0.56128425 0.45304217] [ 0.6120777 0.47884174 0.50891511 0.56233102 0.53490341] [ 0.46798663 0.49284976 0.39516143 0.45049563 0.38001693] [ 0.51459967 0.58815162 0.4494579 0.55035447 0.44339026] [ 0.46074047 0.38408994 0.45722075 0.72993628 0.35635974] [ 0.53735615 0.44889996 0.48529417 0.48311564 0.4804586 ] [ 0.65856967 0.6636426 0.33832002 0.6382434 0.44566204] [ 0.44630262 0.58074431 0.60083603 0.30280779 0.56735322] [ 0.60577393 0.38335466 0.5790884 0.73562079 0.47927815] [ 0.56025302 0.33370715 0.53170935 0.76405231 0.4367746 ] [ 0.55079715 0.49104597 0.50779175 0.54451403 0.50889703] [ 0.46577504 0.47732262 0.65063547 0.44341123 0.44370764] [ 0.57731864 0.63519732 0.61150633 0.55776521 0.4073069 ] [ 0.58035611 0.53339434 0.46037519 0.40730286 0.43598166] Progress: 1.4% ... Training loss: 1.011 ... Validation loss: 1.351[ 0.61093834 0.44724869 0.49092338 0.63846276 0.48892114] [ 0.47193497 0.62683448 0.51764804 0.30225312 0.47367904] [ 0.47725858 0.46829325 0.55176259 0.37697089 0.55747507] [ 0.54613411 0.55326341 0.42183255 0.48383816 0.32511195] [ 0.62469168 0.6341998 0.55925882 0.48890537 0.47174691] [ 0.53696521 0.44167941 0.52637952 0.51597936 0.48717404] [ 0.47578917 0.40584893 0.59416086 0.59864165 0.34571538] [ 0.50998128 0.42943988 0.5329194 0.61524469 0.36681375] [ 0.59432424 0.53544639 0.35321376 0.75773081 0.445343 ] [ 0.53250763 0.43622342 0.51049948 0.48965364 0.5988523 ] [ 0.51150346 0.38608756 0.57535487 0.53973922 0.49330204] [ 0.57388583 0.595935 0.44803786 0.42580592 0.42170912] [ 0.63020646 0.63747637 0.41179343 0.55240281 0.38827021] [ 0.50773834 0.43467736 0.6716493 0.42058877 0.48069612] [ 0.46842631 0.49847449 0.56831821 0.54952506 0.4349214 ] [ 0.55922944 0.35732673 0.47935126 0.60648681 0.2635573 ] [ 0.50704705 0.52676578 0.57288821 0.46348577 0.38821156] [ 0.68425814 0.45608813 0.36193531 0.62158554 0.37895074] [ 0.50309617 0.28184082 0.58782164 0.63119258 0.38692859] [ 0.5550633 0.50315651 0.47793249 0.5870221 0.32546171] [ 0.59411911 0.47873512 0.58261252 0.74713916 0.37707272] [ 0.49480454 0.32825679 0.54690091 0.5987565 0.38626826] [ 0.52172685 0.40121459 0.49201496 0.83243595 0.39112552] [ 0.54407155 0.5150965 0.32455286 0.70357248 0.38712417] [ 0.65932598 0.38114176 0.41041413 0.52023777 0.45645074] [ 0.53880767 0.62671495 0.50747148 0.52195219 0.48786135] [ 0.61689462 0.34591292 0.39420964 0.60457065 0.40016924] [ 0.58055336 0.47132999 0.45016123 0.485632 0.42049534] [ 0.61954931 0.43204921 0.40533383 0.5524347 0.45737888] [ 0.46902475 0.44626523 0.59464082 0.41883699 0.49942057] [ 0.52045195 0.36123821 0.60779269 0.54127964 0.57282 ] [ 0.5022091 0.6079852 0.48234386 0.33241763 0.4159857 ] [ 0.54808418 0.44897666 0.37052962 0.40217602 0.42755659] [ 0.48186659 0.23392431 0.47255915 0.76122816 0.4253308 ] [ 0.54999275 0.4301823 0.39273925 0.54438488 0.53350014] [ 0.59731111 0.44528087 0.42970152 0.55799442 0.56893007] [ 0.64924853 0.68228954 0.61055735 0.52496287 0.4091403 ] [ 0.46866582 0.46180015 0.53796976 0.4889999 0.50050843] [ 0.52103881 0.4578633 0.44441499 0.73155743 0.28434345] [ 0.63133146 0.50180088 0.24987866 0.54198668 0.30727871] [ 0.4977157 0.4264152 0.51087126 0.40988306 0.5325469 ] [ 0.59702097 0.56814108 0.53258147 0.4242585 0.4993959 ] [ 0.47702512 0.50060796 0.3967877 0.69600719 0.30231239] [ 0.64554246 0.4340391 0.61532032 0.41730334 0.37266724] [ 0.48264333 0.4820155 0.37194639 0.68054622 0.49604052] [ 0.52287164 0.56556087 0.54930139 0.50060646 0.51209678] [ 0.54697735 0.61090367 0.32588504 0.78209869 0.28505811] [ 0.44556687 0.42894393 0.48243225 0.37665389 0.496818 ] [ 0.50530461 0.48513986 0.42206961 0.45517879 0.51466461] [ 0.53611124 0.31625599 0.49626655 0.75463623 0.47048563] [ 0.52281796 0.52830817 0.5636225 0.56505136 0.47212553] [ 0.62080229 0.47564659 0.42459785 0.38467805 0.32274431] [ 0.54036633 0.41275378 0.43533417 0.81293354 0.42622852] [ 0.54702152 0.54221898 0.46290851 0.45303661 0.38796173] [ 0.49702531 0.34869529 0.40066296 0.60080938 0.4036833 ] [ 0.56828894 0.55969586 0.45692986 0.60843638 0.57106093] [ 0.5352665 0.56304504 0.53648821 0.44617701 0.37184381] [ 0.50754654 0.49299411 0.54453377 0.76503069 0.40308204] [ 0.60893137 0.50777877 0.49176858 0.4717175 0.37388298] [ 0.5411182 0.38855005 0.39256945 0.53402431 0.39198634] [ 0.50747 0.61062704 0.38470018 0.27662044 0.32558219] [ 0.55175691 0.44504546 0.52529402 0.76458192 0.40121836] [ 0.57593085 0.49337227 0.6502949 0.31514089 0.51922964] [ 0.50220125 0.42973254 0.64440995 0.5845434 0.48714213] [ 0.59260017 0.48898407 0.48130424 0.44045563 0.3655775 ] [ 0.52890321 0.54766848 0.46073856 0.55835443 0.53089897] [ 0.51077859 0.51562334 0.46049417 0.49322032 0.49756401] [ 0.62596927 0.50753143 0.41157314 0.52589815 0.49143585] [ 0.49227675 0.53485033 0.53234802 0.2661423 0.38110276] [ 0.52415743 0.44123841 0.48718897 0.54631147 0.48907584] [ 0.45602138 0.60119587 0.54309007 0.57137884 0.46466105] [ 0.56855858 0.37110937 0.45318464 0.85132407 0.54003201] [ 0.64723624 0.52690643 0.37444631 0.58648587 0.34596463] [ 0.57598934 0.34073559 0.45383813 0.63652771 0.50217774] [ 0.63827711 0.3952482 0.52403129 0.37763313 0.4760739 ] [ 0.59639481 0.59200527 0.5004008 0.57772935 0.34226392] [ 0.60941902 0.58078603 0.41720156 0.57257769 0.4061382 ] [ 0.66651439 0.44295767 0.47659691 0.3868207 0.45806791] [ 0.4914623 0.5596508 0.60731525 0.47983741 0.47690699] [ 0.55428193 0.51999783 0.52560787 0.4169102 0.4345508 ] [ 0.45869854 0.36611159 0.54354143 0.64593022 0.40169908] [ 0.64972911 0.59308017 0.51626979 0.33680975 0.3683132 ] [ 0.59903388 0.60616818 0.42688132 0.37922983 0.47772018] [ 0.58413048 0.55137875 0.50134218 0.55974056 0.44568095] [ 0.50759275 0.55822956 0.5483378 0.75342399 0.45463529] [ 0.55124003 0.53795659 0.49100356 0.58299117 0.50374739] [ 0.54035424 0.59835942 0.50359011 0.56782211 0.46826383] [ 0.56283936 0.61295846 0.50717059 0.53829274 0.36646472] [ 0.58426213 0.46101391 0.6336239 0.55192453 0.5842638 ] [ 0.54395546 0.52607086 0.50827168 0.52852795 0.60335743] [ 0.63566758 0.57375465 0.46345907 0.4359629 0.37901465] [ 0.60514531 0.55816633 0.6286235 0.53258297 0.43807206] [ 0.59032431 0.43298151 0.49332837 0.77697632 0.52930965] [ 0.48903331 0.32042727 0.6185688 0.71846032 0.62205775] [ 0.57447177 0.46926835 0.43937519 0.43221234 0.51875016] [ 0.48863819 0.45590714 0.5810452 0.31532346 0.45610604] [ 0.55499478 0.40787623 0.41496987 0.45462757 0.47815783] [ 0.50021301 0.52700724 0.4510961 0.70085857 0.4911617 ] [ 0.63692855 0.46616498 0.40334589 0.48766483 0.42948157] [ 0.46693543 0.34490463 0.60668166 0.68543851 0.50334574] [ 0.42001858 0.40619814 0.59600466 0.64994228 0.53439907] [ 0.50286627 0.35683802 0.54948775 0.65319484 0.36060321] [ 0.63053342 0.55369547 0.42061818 0.65054222 0.39336786] [ 0.5347489 0.49965039 0.56460619 0.45062449 0.48056596] [ 0.50136358 0.62100692 0.54618164 0.5282917 0.50926351] [ 0.43684606 0.35210794 0.5702686 0.63817546 0.49883577] [ 0.52400773 0.51561659 0.46091194 0.31091653 0.42173761] [ 0.53616569 0.28177447 0.45947667 0.7146063 0.48527517] [ 0.53581222 0.5091767 0.53866601 0.50102924 0.38798227] [ 0.49480454 0.32825679 0.54690091 0.5987565 0.38626826] [ 0.48111012 0.43655444 0.53677795 0.33727718 0.48241132] [ 0.62888441 0.63628457 0.30768751 0.63025932 0.37807212] [ 0.62496158 0.20271617 0.50394892 0.65450903 0.5311341 ] [ 0.55056868 0.61770162 0.3455302 0.57594822 0.52919396] [ 0.49856972 0.54347116 0.57867918 0.40633437 0.49695086] [ 0.60774053 0.58735865 0.32973254 0.60734309 0.29051867] [ 0.54360636 0.47184987 0.48014445 0.27758107 0.46152155] [ 0.43875596 0.44814299 0.60596928 0.52888258 0.53650732] [ 0.62365477 0.39258887 0.40717904 0.57114139 0.38048084] [ 0.51032158 0.48785364 0.41491448 0.69185625 0.43501503] [ 0.61806638 0.55801004 0.36318426 0.43997686 0.5162334 ] [ 0.50801145 0.48614593 0.39407122 0.48740396 0.32562434] [ 0.46513827 0.34749099 0.4790045 0.57894311 0.421137 ] [ 0.51835517 0.51094415 0.51956931 0.603875 0.45505791] [ 0.58720523 0.57825026 0.54564432 0.5266392 0.45534329] [ 0.53835639 0.43237674 0.4685938 0.50023444 0.46325368] [ 0.61782679 0.48678887 0.47347353 0.42013613 0.44537282] [ 0.49074655 0.48424961 0.57921009 0.27254879 0.5337979 ] Progress: 1.4% ... Training loss: 1.006 ... Validation loss: 1.355[ 0.46468643 0.50128081 0.45245804 0.34561978 0.45890126] [ 0.5039943 0.28836989 0.43760809 0.73112035 0.38664525] [ 0.55386607 0.51475336 0.45198145 0.46530286 0.4270911 ] [ 0.47438785 0.4819741 0.42618057 0.34141182 0.43855812] [ 0.50744228 0.53495091 0.59570287 0.27482195 0.61249018] [ 0.4798565 0.41636284 0.61130127 0.3476926 0.46317036] [ 0.61762879 0.42798384 0.49057766 0.59110964 0.57259078] [ 0.58868771 0.40052652 0.43690068 0.84339632 0.46188402] [ 0.57408668 0.39157012 0.55209563 0.73052262 0.38313692] [ 0.53393102 0.466098 0.51415739 0.46658568 0.44613645] [ 0.51740156 0.44187933 0.49450724 0.42057475 0.53506761] [ 0.63072882 0.61222017 0.48230189 0.54636513 0.46798324] [ 0.51503669 0.38748236 0.63143641 0.60037598 0.36251133] [ 0.53435237 0.56395141 0.4937729 0.31963499 0.41386532] [ 0.42389265 0.37478712 0.59840543 0.36868265 0.57298811] [ 0.61909658 0.30081728 0.51318169 0.57833694 0.48643743] [ 0.4641724 0.39283964 0.4746507 0.67970996 0.38495884] [ 0.52228632 0.41110088 0.48283348 0.63242896 0.46479797] [ 0.5623831 0.36689608 0.42633816 0.6019098 0.3649989 ] [ 0.56277184 0.47027601 0.51322083 0.5918644 0.45021831] [ 0.61529529 0.5768143 0.50709893 0.51500476 0.53817017] [ 0.47835984 0.4099777 0.57994236 0.73255798 0.39481678] [ 0.59448704 0.59521173 0.57615872 0.28921399 0.56130533] [ 0.5067292 0.4466391 0.6123794 0.68674823 0.43044389] [ 0.56989403 0.48162528 0.43754851 0.49115238 0.34946497] [ 0.49596005 0.47381696 0.6393702 0.78028588 0.42058324] [ 0.63318846 0.56064568 0.39440045 0.56590188 0.38856495] [ 0.52552976 0.57175597 0.45266509 0.71871173 0.45806424] [ 0.49875834 0.37972258 0.61789017 0.63646693 0.43471397] [ 0.46790342 0.52681072 0.65158927 0.44655019 0.44319421] [ 0.50405185 0.52728259 0.54541028 0.63200431 0.36475805] [ 0.59026617 0.32132929 0.46456446 0.70278351 0.39578489] [ 0.6056769 0.47828683 0.45139966 0.383668 0.51877836] [ 0.55526391 0.56808717 0.52709429 0.49752322 0.45368653] [ 0.60092288 0.36560028 0.32574673 0.80604527 0.34767826] [ 0.59114521 0.48133548 0.4579727 0.64515969 0.59138034] [ 0.61177836 0.60885019 0.33116523 0.72095688 0.3884176 ] [ 0.53756042 0.53300889 0.51854992 0.22023777 0.49152797] [ 0.41015926 0.40111457 0.6377242 0.61497279 0.50117522] [ 0.60755876 0.57063807 0.46846524 0.49297522 0.3258373 ] [ 0.49514418 0.34971325 0.40074714 0.6015295 0.40414579] [ 0.50781545 0.50144196 0.56154507 0.57021931 0.43740005] [ 0.490293 0.45989388 0.45002326 0.35547609 0.55365574] [ 0.44935636 0.27033899 0.56784246 0.70198379 0.55374072] [ 0.62195835 0.46150493 0.51758734 0.4600279 0.42687899] [ 0.54757839 0.35585866 0.53854205 0.63322637 0.30585357] [ 0.60150063 0.54583101 0.41874363 0.39741108 0.36740831] [ 0.55532818 0.46359014 0.57383515 0.45504951 0.37784566] [ 0.40828709 0.41265435 0.51082445 0.50201073 0.56563131] [ 0.51580684 0.59691158 0.53328187 0.57576014 0.46984369] [ 0.55401208 0.54549121 0.51693646 0.60804277 0.38153005] [ 0.53271005 0.5864416 0.41554538 0.55200579 0.47822307] [ 0.65866285 0.6070689 0.50204081 0.60129731 0.3145157 ] [ 0.52504771 0.48145276 0.65263417 0.25074988 0.49112203] [ 0.49426694 0.38959964 0.48899033 0.5567349 0.51187286] [ 0.52593237 0.29957548 0.5491405 0.75624437 0.44579648] [ 0.62014344 0.52383466 0.38898546 0.77157819 0.49631751] [ 0.57762603 0.31803526 0.39403254 0.74715309 0.33490294] [ 0.51029286 0.44069114 0.52389572 0.2889928 0.42833822] [ 0.53517993 0.64624002 0.48014058 0.43816807 0.4674801 ] [ 0.50740165 0.57087462 0.65219931 0.54985208 0.48523088] [ 0.52866674 0.41509987 0.32164162 0.45685149 0.40476333] [ 0.57842358 0.5479861 0.37467684 0.58491498 0.37658312] [ 0.53167458 0.39341841 0.46235231 0.65011356 0.36920167] [ 0.50461093 0.5576147 0.48017608 0.32107635 0.48013161] [ 0.46320326 0.46995822 0.61846599 0.29490359 0.44957964] [ 0.70290744 0.42567106 0.31347103 0.63793223 0.37486955] [ 0.49500511 0.47372177 0.5530365 0.48740659 0.47618179] [ 0.54277408 0.28927223 0.39512222 0.53640102 0.48689596] [ 0.5379042 0.50515268 0.3696592 0.4538707 0.3129148 ] [ 0.57016709 0.45407149 0.48834092 0.57493516 0.48291146] [ 0.55991271 0.56618318 0.42244114 0.56982427 0.36625537] [ 0.49235487 0.53459566 0.49934541 0.51979768 0.36950514] [ 0.58748341 0.41438344 0.52270436 0.3441536 0.3215458 ] [ 0.47624804 0.34956207 0.52467763 0.46600198 0.50400976] [ 0.50302151 0.32494842 0.6168033 0.68607054 0.38964471] [ 0.59881609 0.31723837 0.49089796 0.58137344 0.42823298] [ 0.4577267 0.33130327 0.46231277 0.76741591 0.45742542] [ 0.5020348 0.62059517 0.54615029 0.52797756 0.50910232] [ 0.65866559 0.45013385 0.48556554 0.60600337 0.34837916] [ 0.49386266 0.43367519 0.33391811 0.48649587 0.31351699] [ 0.48809474 0.49989335 0.4552729 0.47973864 0.3396294 ] [ 0.53895315 0.41553236 0.41420235 0.44124359 0.49536761] [ 0.53206108 0.30384631 0.62521999 0.5065898 0.49271546] [ 0.56942058 0.52345485 0.35219242 0.57380628 0.32804153] [ 0.51279327 0.49544368 0.48833932 0.37528043 0.38895064] [ 0.53028805 0.24883381 0.45037063 0.72782898 0.33995181] [ 0.54174525 0.48787689 0.43049654 0.39377219 0.40370125] [ 0.46110441 0.35724556 0.55377741 0.57841426 0.46150381] [ 0.59822089 0.54784857 0.43419499 0.59192152 0.40454457] [ 0.61420354 0.57422624 0.41418285 0.63077562 0.45979296] [ 0.49269448 0.494002 0.49325163 0.4451764 0.57231834] [ 0.60198212 0.47925118 0.47588346 0.70314368 0.35093805] [ 0.52705807 0.53545511 0.44332972 0.47741667 0.45737696] [ 0.59881609 0.31723837 0.49089796 0.58137344 0.42823298] [ 0.52586992 0.56660363 0.55328444 0.40190476 0.39546842] [ 0.5085716 0.61572088 0.49568509 0.60778959 0.46086258] [ 0.54930317 0.5777332 0.47509153 0.63260006 0.32390438] [ 0.60676305 0.4495054 0.43684756 0.5974441 0.36907633] [ 0.51463981 0.35537547 0.45169617 0.71947512 0.3860111 ] [ 0.58176077 0.59374995 0.63514258 0.61607716 0.39526013] [ 0.49874213 0.6543765 0.5306452 0.55141625 0.4502086 ] [ 0.56953298 0.4236183 0.56286375 0.500834 0.36379491] [ 0.56997985 0.45086061 0.45098356 0.69102338 0.43468083] [ 0.54645301 0.38980745 0.46341514 0.61704579 0.55579407] [ 0.48599127 0.44427845 0.52691165 0.36797307 0.58029456] [ 0.4858272 0.52437599 0.37740961 0.38152392 0.36602404] [ 0.52406936 0.50707269 0.56779861 0.41455653 0.62370826] [ 0.62220168 0.44074417 0.44966487 0.56941091 0.42674216] [ 0.61304563 0.46638054 0.44253881 0.28712809 0.3214771 ] [ 0.48899502 0.37552662 0.49433192 0.48959445 0.47576184] [ 0.54431162 0.47953249 0.44978605 0.62885504 0.45713745] [ 0.59114064 0.32622222 0.52481163 0.68595078 0.37191777] [ 0.49457267 0.26917989 0.65670636 0.75360336 0.64261294] [ 0.56799947 0.49417677 0.53852264 0.55066651 0.52099168] [ 0.56965448 0.54097629 0.49612119 0.60385858 0.40907603] [ 0.63526091 0.46393994 0.47468936 0.53309846 0.33963781] [ 0.55226752 0.43128234 0.50531057 0.72744184 0.29046077] [ 0.55272904 0.50853824 0.60694262 0.48719293 0.44971058] [ 0.6385005 0.25849839 0.52144587 0.68269065 0.45228975] [ 0.49280324 0.5043585 0.4604984 0.29928651 0.32687046] [ 0.54439924 0.31210568 0.52235771 0.86267562 0.50231046] [ 0.548519 0.54252553 0.45896352 0.54390179 0.56490662] [ 0.48068809 0.43871973 0.65486995 0.37691334 0.45850755] [ 0.55657143 0.59727091 0.45629225 0.55646475 0.55561614] [ 0.57673646 0.50709593 0.50089979 0.44153261 0.32900354] [ 0.5080978 0.45818284 0.4030627 0.55244523 0.43247944] [ 0.5718206 0.37986764 0.49245951 0.49949133 0.4411099 ] Progress: 1.4% ... Training loss: 1.002 ... Validation loss: 1.356[ 0.5780563 0.45255141 0.53030235 0.4571785 0.41869955] [ 0.56872631 0.45095189 0.54212447 0.29366928 0.3907173 ] [ 0.53999749 0.5944084 0.65278377 0.36099211 0.48687497] [ 0.52812931 0.5896284 0.53339124 0.69453081 0.45153499] [ 0.64635729 0.58240954 0.48861109 0.44987866 0.54195794] [ 0.53758131 0.41094012 0.53257236 0.53947733 0.38242098] [ 0.46280221 0.52166424 0.52054829 0.18791116 0.5574828 ] [ 0.6582716 0.59081976 0.55681499 0.72983431 0.52070109] [ 0.54026922 0.42491577 0.4730922 0.45538896 0.36278181] [ 0.60249745 0.42595609 0.50572397 0.38887986 0.44504292] [ 0.49380322 0.3539709 0.5246288 0.6358383 0.32806886] [ 0.61666415 0.56354534 0.53518011 0.4494204 0.45342519] [ 0.57227384 0.46777077 0.53563979 0.3912575 0.54678101] [ 0.4949703 0.50524417 0.48964726 0.36118743 0.586851 ] [ 0.51168635 0.4288502 0.55519496 0.53877711 0.41303436] [ 0.60047851 0.44162929 0.40247118 0.37105555 0.42966814] [ 0.59866957 0.4261222 0.52727214 0.8199037 0.48540219] [ 0.4849815 0.3743207 0.58064132 0.70495235 0.54541991] [ 0.5237995 0.49283054 0.49264045 0.48047453 0.41780666] [ 0.48925593 0.40380098 0.43188898 0.59813988 0.52057436] [ 0.59942747 0.47085486 0.32660489 0.7069546 0.41763628] [ 0.54117463 0.37465312 0.48817491 0.74466444 0.39211637] [ 0.60628882 0.57077731 0.45151193 0.4281317 0.31295059] [ 0.58627248 0.3757707 0.4391328 0.55074287 0.35815612] [ 0.59429464 0.41939683 0.53813044 0.65544716 0.3362602 ] [ 0.52315038 0.38160634 0.53768955 0.54529971 0.38420226] [ 0.47944393 0.46423576 0.531322 0.25769403 0.57450433] [ 0.54351027 0.6163138 0.44161292 0.52124846 0.55526338] [ 0.48935295 0.46151149 0.55730034 0.36257967 0.50855944] [ 0.60984124 0.56816805 0.4363285 0.64753018 0.36200129] [ 0.58754592 0.55640137 0.4476034 0.3126874 0.32040532] [ 0.55742315 0.39302074 0.50509971 0.62322251 0.47570816] [ 0.41696827 0.57952386 0.66536336 0.41607498 0.58364138] [ 0.5824773 0.56865274 0.54953308 0.48165627 0.3836731 ] [ 0.49786229 0.50768272 0.59189512 0.46480354 0.51330881] [ 0.56533184 0.52085367 0.36711281 0.62290979 0.44227913] [ 0.60871062 0.57640225 0.51663766 0.53782239 0.57720563] [ 0.59234752 0.47955725 0.43018206 0.49397915 0.45812737] [ 0.64292456 0.46922707 0.47519741 0.53708942 0.44950588] [ 0.63362493 0.43607126 0.50407445 0.69723106 0.50735274] [ 0.62543706 0.35887669 0.3728153 0.88245884 0.39210743] [ 0.50473195 0.26192641 0.38500414 0.71118702 0.37792698] [ 0.54599783 0.52794429 0.63515243 0.56002558 0.39243552] [ 0.57458591 0.42829709 0.4125989 0.48359539 0.4121543 ] [ 0.4807054 0.43457626 0.51859485 0.78107159 0.41071918] [ 0.58934745 0.53645112 0.62051912 0.37749442 0.51655179] [ 0.5224577 0.46008107 0.39403101 0.46137657 0.40118754] [ 0.54499858 0.62070829 0.47370559 0.54316607 0.43015598] [ 0.582507 0.45770792 0.38434713 0.48352864 0.30144559] [ 0.51989539 0.46730873 0.61302978 0.41330653 0.38694096] [ 0.50434093 0.54886802 0.4930222 0.29353092 0.54103466] [ 0.47035287 0.49039822 0.4393555 0.56126281 0.32385334] [ 0.5704819 0.36133057 0.53252807 0.53959592 0.28765709] [ 0.66352347 0.57369891 0.4307799 0.6397463 0.44982791] [ 0.53080518 0.32845201 0.55807195 0.72428448 0.4305727 ] [ 0.58594318 0.57296707 0.48548135 0.54647094 0.32952143] [ 0.53333041 0.40935359 0.43440751 0.63617653 0.34419294] [ 0.5481899 0.22428865 0.56344411 0.81511622 0.52881886] [ 0.60749759 0.5003612 0.5144501 0.45714898 0.48174396] [ 0.44015854 0.40739223 0.6266187 0.64766873 0.40781082] [ 0.59439506 0.5526382 0.47035689 0.59479604 0.31664137] [ 0.56445936 0.66078138 0.51568662 0.54019578 0.44580431] [ 0.56187899 0.59784928 0.49487894 0.26906583 0.44230663] [ 0.46051384 0.40208473 0.52997756 0.5493692 0.45820341] [ 0.58244142 0.54614741 0.46912933 0.53357093 0.42317262] [ 0.54819135 0.38055181 0.54859163 0.51475537 0.32032278] [ 0.48005433 0.42324595 0.58317858 0.65753953 0.44438369] [ 0.44169242 0.32766365 0.50454903 0.71382872 0.40427533] [ 0.53696082 0.60535269 0.50268153 0.42514785 0.55069883] [ 0.49858363 0.53588745 0.55815092 0.47650913 0.33814259] [ 0.60354009 0.45020005 0.40229324 0.55936233 0.35175464] [ 0.69374743 0.48652455 0.38960217 0.57562225 0.32276559] [ 0.53505064 0.46067208 0.50975555 0.40070921 0.51587017] [ 0.65328947 0.44221973 0.36961614 0.46025952 0.40103895] [ 0.50790411 0.37995452 0.61921767 0.5864656 0.46194207] [ 0.63924989 0.46596225 0.51336298 0.71331898 0.49130634] [ 0.50078874 0.52952838 0.56953843 0.68547038 0.54119596] [ 0.58718679 0.451062 0.41452566 0.46728027 0.45325201] [ 0.6034721 0.37906702 0.48423087 0.68459752 0.26436884] [ 0.66579188 0.44616836 0.49386796 0.52825995 0.45459829] [ 0.56923598 0.32740622 0.56207486 0.79475661 0.40822173] [ 0.60560026 0.47069117 0.54149149 0.46007948 0.31329877] [ 0.59810489 0.4363877 0.51028988 0.58506282 0.41367631] [ 0.50638166 0.52776803 0.52868255 0.39755384 0.54446227] [ 0.62206639 0.5502239 0.41483329 0.54654165 0.34396688] [ 0.51069127 0.37509633 0.499531 0.58819289 0.31135517] [ 0.57031845 0.47577731 0.44667766 0.61787973 0.42136446] [ 0.4800062 0.41447763 0.61448688 0.58105596 0.5021838 ] [ 0.47711838 0.40216079 0.4481854 0.71831075 0.31835636] [ 0.61306366 0.41363691 0.40919179 0.68443149 0.42326291] [ 0.66118149 0.5247313 0.53923044 0.55978861 0.5505165 ] [ 0.61069244 0.49561687 0.40517032 0.48926409 0.40367997] [ 0.54547219 0.45531149 0.52955141 0.22969498 0.49070139] [ 0.57919385 0.52037201 0.51024768 0.5559823 0.38303998] [ 0.52519776 0.54109473 0.58460701 0.50598351 0.54789533] [ 0.61563048 0.41727907 0.59422834 0.59934787 0.54544155] [ 0.55587408 0.433693 0.51126863 0.70533327 0.47438963] [ 0.47674118 0.49134323 0.50576167 0.53402116 0.37753651] [ 0.54210548 0.43190434 0.50884839 0.38218938 0.61410607] [ 0.61825444 0.4693743 0.35618183 0.60410987 0.38334683] [ 0.53388368 0.44848385 0.57189212 0.40891736 0.50938428] [ 0.43874298 0.34650156 0.57726647 0.56889675 0.61794334] [ 0.67396949 0.48261583 0.41066786 0.79662947 0.38468295] [ 0.45908578 0.62360305 0.51496153 0.28906457 0.42078587] [ 0.53224912 0.37607145 0.4877022 0.55960473 0.52552768] [ 0.52140987 0.51542816 0.4077985 0.3433627 0.36050368] [ 0.65922476 0.33937387 0.33567677 0.7716467 0.47526837] [ 0.59142187 0.47590518 0.55460098 0.31561435 0.44956509] [ 0.55252046 0.37699058 0.40708794 0.70140058 0.43957892] [ 0.64544376 0.38201652 0.4093837 0.57538133 0.45862914] [ 0.58237075 0.55694111 0.51735134 0.44591519 0.48945207] [ 0.57753704 0.39167196 0.51032644 0.64851615 0.38084498] [ 0.48529546 0.3785148 0.37705934 0.7599781 0.32823962] [ 0.58155039 0.27054135 0.36737466 0.69254896 0.46926292] [ 0.47418871 0.26458104 0.4971741 0.61214683 0.41238001] [ 0.41270851 0.38075007 0.59321143 0.64045863 0.59092979] [ 0.50357022 0.65132328 0.4889982 0.41975342 0.42974987] [ 0.46867725 0.34293474 0.5952457 0.8339476 0.48588385] [ 0.50297815 0.50493537 0.45099637 0.33451935 0.51957128] [ 0.5470167 0.51305914 0.54262009 0.71610888 0.4302742 ] [ 0.58318041 0.48626237 0.5413839 0.47956778 0.48270433] [ 0.58980286 0.50557259 0.39314785 0.47427349 0.48358426] [ 0.61003215 0.34636253 0.43470942 0.45129361 0.32982533] [ 0.5142824 0.47298439 0.47516744 0.51900317 0.4221315 ] [ 0.46192928 0.45838041 0.5062095 0.72644976 0.44157585] [ 0.57366308 0.43590627 0.49220723 0.7528779 0.43195536] [ 0.64229281 0.55448716 0.57010726 0.62894801 0.3713914 ] [ 0.52148848 0.39755852 0.47997626 0.67766452 0.31125502] Progress: 1.5% ... Training loss: 0.997 ... Validation loss: 1.360[ 0.64270786 0.41337092 0.3707142 0.71618467 0.32675159] [ 0.54276077 0.63155795 0.62614081 0.32764276 0.4026976 ] [ 0.60122793 0.54267879 0.4924029 0.43969172 0.53679101] [ 0.51619682 0.34759019 0.51229603 0.58904953 0.32049387] [ 0.54998433 0.43247706 0.45915998 0.61736839 0.30686196] [ 0.47650506 0.49014039 0.5017257 0.53432423 0.48471434] [ 0.53651407 0.32495747 0.58480072 0.76470237 0.30354716] [ 0.47183677 0.52164783 0.57914359 0.74123801 0.48349825] [ 0.60027083 0.38991991 0.55388864 0.51445177 0.62685032] [ 0.55160521 0.4785971 0.53535823 0.58280847 0.51042204] [ 0.66910057 0.56938491 0.54883162 0.47938712 0.55930098] [ 0.58598364 0.5033518 0.39349468 0.50912199 0.37167816] [ 0.53227069 0.55544352 0.58289049 0.34205009 0.58944244] [ 0.58796759 0.42043081 0.46256314 0.62296406 0.35028306] [ 0.58408984 0.54510254 0.46906911 0.53282201 0.42278794] [ 0.52263138 0.46346396 0.50054984 0.46979743 0.64842602] [ 0.62004473 0.53547532 0.36642295 0.59414884 0.38798805] [ 0.53603745 0.31522619 0.4285009 0.39734868 0.58311881] [ 0.51301481 0.2305197 0.47847542 0.70598371 0.36454683] [ 0.52217445 0.45584182 0.43241999 0.43796099 0.44641373] [ 0.55421134 0.49840202 0.44678563 0.58595965 0.38210825] [ 0.44323684 0.6150648 0.51821777 0.47867017 0.44696573] [ 0.57026477 0.50116525 0.38854183 0.61877409 0.44368728] [ 0.41294508 0.40404174 0.59541433 0.41383105 0.57215559] [ 0.55323578 0.39660936 0.64004082 0.65001607 0.44646264] [ 0.60818934 0.40101355 0.50890027 0.46438865 0.58154397] [ 0.53715111 0.54339354 0.5185032 0.46751547 0.46905482] [ 0.64391688 0.56653938 0.42323397 0.61926891 0.37523585] [ 0.67230241 0.50124379 0.47090099 0.65105297 0.54061749] [ 0.44936211 0.47555638 0.48665646 0.35528897 0.45208963] [ 0.58001793 0.32931168 0.54370654 0.64374268 0.45468412] [ 0.54848447 0.4056801 0.55764814 0.71072329 0.31674121] [ 0.57378068 0.57387682 0.41150181 0.56621578 0.48429287] [ 0.62712631 0.61320501 0.42760536 0.33950634 0.29023053] [ 0.59830259 0.4967227 0.43493181 0.33215651 0.47111345] [ 0.51680145 0.51992678 0.60262595 0.54401153 0.42911321] [ 0.58127137 0.49393364 0.48664846 0.45558421 0.33821722] [ 0.50103811 0.41796265 0.63064785 0.72219775 0.4235892 ] [ 0.58803054 0.4919544 0.39049194 0.42997314 0.41858434] [ 0.47656406 0.36453472 0.48331165 0.80277908 0.43487481] [ 0.55655382 0.62874451 0.60847862 0.5381125 0.57766669] [ 0.60516288 0.20543102 0.42012564 0.88272547 0.39989671] [ 0.52550846 0.50878489 0.59644838 0.46211907 0.36183786] [ 0.55374774 0.6062921 0.43481388 0.60827315 0.37026961] [ 0.51488633 0.42832194 0.4957907 0.51698861 0.40197563] [ 0.65889726 0.53463722 0.47828753 0.52335125 0.50293588] [ 0.5863297 0.45980953 0.53253087 0.69292463 0.50612361] [ 0.63672143 0.34949036 0.53286632 0.58703566 0.45007589] [ 0.6055194 0.47420954 0.38344589 0.42540271 0.50372116] [ 0.50326368 0.58579524 0.55614763 0.56187292 0.4260231 ] [ 0.52011219 0.4246161 0.54862073 0.60935113 0.57815057] [ 0.57255422 0.60299421 0.53613358 0.51581747 0.54037684] [ 0.64893552 0.27821696 0.44518926 0.69353825 0.42904799] [ 0.50830088 0.56268985 0.52772756 0.32293408 0.50830495] [ 0.59383025 0.50749804 0.42058305 0.36612406 0.49059145] [ 0.5494046 0.5195424 0.52580193 0.50952886 0.53836102] [ 0.47500961 0.37701482 0.53328596 0.45299433 0.48672226] [ 0.52086111 0.26147517 0.59179207 0.54012492 0.3513779 ] [ 0.55261006 0.51085025 0.55623995 0.4388345 0.37314486] [ 0.56858528 0.56901499 0.52322537 0.61822785 0.42725901] [ 0.54897567 0.29548832 0.63607016 0.77910286 0.4472749 ] [ 0.53999629 0.4049313 0.38633505 0.34809303 0.41057137] [ 0.4965923 0.47436841 0.47983246 0.5409562 0.51145381] [ 0.53461366 0.35086638 0.53199601 0.6993454 0.41212806] [ 0.55584598 0.48280723 0.57845094 0.48911064 0.45231639] [ 0.5631368 0.58812085 0.6433358 0.34679472 0.46640589] [ 0.57247215 0.35514624 0.52780893 0.46239623 0.3214303 ] [ 0.51352925 0.45425082 0.59501936 0.54311197 0.49869943] [ 0.64866023 0.4740649 0.44676209 0.69086647 0.39571543] [ 0.59855933 0.44818731 0.38162964 0.63042747 0.39430203] [ 0.4874394 0.46196872 0.53479261 0.75642838 0.42689859] [ 0.58043664 0.33679807 0.42375602 0.49323043 0.4870288 ] [ 0.45935452 0.39777019 0.56391782 0.7258042 0.39671235] [ 0.49018459 0.53807167 0.51001762 0.38953111 0.32000102] [ 0.5536867 0.31061782 0.53687771 0.68859687 0.32171706] [ 0.51238819 0.57854034 0.4945686 0.63259162 0.33409126] [ 0.52611679 0.547341 0.47306611 0.41191634 0.51405639] [ 0.54944486 0.50734261 0.62272804 0.55184913 0.56399829] [ 0.4909757 0.41859627 0.50923703 0.35046352 0.60307204] [ 0.60826277 0.38684896 0.46204587 0.44012097 0.44840452] [ 0.50918924 0.43778915 0.38477363 0.56835187 0.48121053] [ 0.61624671 0.54993955 0.42475687 0.58362709 0.38776572] [ 0.45614878 0.43594104 0.63658985 0.62471276 0.41560639] [ 0.60457016 0.5981291 0.44767346 0.675432 0.426042 ] [ 0.58033244 0.44082585 0.5051955 0.47716409 0.29198732] [ 0.49664563 0.56113114 0.38824918 0.47215113 0.46890751] [ 0.56504891 0.56964663 0.44273911 0.57924862 0.47866039] [ 0.593424 0.52983551 0.45981878 0.4721725 0.49166966] [ 0.60735612 0.29983708 0.44145175 0.57828554 0.53180112] [ 0.53928695 0.66250054 0.57520552 0.3959001 0.46669542] [ 0.5240294 0.48873431 0.53694868 0.42027995 0.54242406] [ 0.52679425 0.42125774 0.45303223 0.54477739 0.5189726 ] [ 0.53459111 0.60879 0.43951171 0.55493602 0.41259194] [ 0.59313075 0.58011244 0.43178748 0.74789785 0.39010306] [ 0.58004976 0.32090844 0.46207225 0.72386936 0.42951767] [ 0.5222549 0.42991092 0.46502338 0.62015479 0.33036794] [ 0.61109505 0.58709894 0.37944775 0.36320044 0.32490402] [ 0.45367978 0.34831158 0.42783297 0.74987161 0.3837401 ] [ 0.63120455 0.55407395 0.33596013 0.65361737 0.45506026] [ 0.52615565 0.27322357 0.46504154 0.69379234 0.38809276] [ 0.64387465 0.43365631 0.32610941 0.540003 0.42341373] [ 0.52561059 0.29965298 0.58368857 0.63916982 0.48789899] [ 0.53109092 0.38484763 0.58107918 0.72190799 0.29977481] [ 0.58133004 0.63558255 0.43954298 0.40150117 0.40759881] [ 0.62345925 0.35987375 0.47676018 0.64862339 0.43810704] [ 0.54986185 0.44292204 0.56814158 0.39259649 0.55416249] [ 0.5520859 0.22575806 0.46876145 0.78056414 0.48634682] [ 0.48534705 0.40611603 0.39106343 0.65766588 0.33399913] [ 0.64836379 0.49184116 0.40101808 0.33274508 0.35205198] [ 0.62514195 0.55247896 0.37415011 0.57035876 0.44410413] [ 0.59510632 0.61473501 0.43128605 0.40516054 0.3122964 ] [ 0.63756862 0.55168904 0.25684365 0.54588686 0.32443428] [ 0.4831854 0.5374439 0.50688453 0.49190461 0.51395889] [ 0.54849849 0.46979608 0.37708529 0.52784555 0.37875353] [ 0.68777643 0.52016426 0.39093137 0.53556897 0.43266545] [ 0.49927273 0.39853365 0.51307913 0.68558781 0.33987782] [ 0.60326321 0.3988986 0.53151395 0.40262125 0.40191191] [ 0.53965605 0.58402 0.5062365 0.41051163 0.42064177] [ 0.58141907 0.38957844 0.50620667 0.72955382 0.3185534 ] [ 0.5901365 0.50843732 0.47775129 0.37527193 0.42770565] [ 0.55230372 0.64159829 0.36530452 0.46286279 0.35077231] [ 0.46614498 0.47686994 0.49201367 0.39423098 0.5484872 ] [ 0.48606799 0.55946079 0.47510408 0.36814219 0.50357639] [ 0.48980999 0.36597939 0.46278083 0.42525831 0.43044743] [ 0.54248646 0.50514134 0.52205272 0.61347206 0.41388416] [ 0.50891845 0.4162012 0.49036039 0.74256898 0.34478867] [ 0.64969205 0.41650701 0.3495023 0.55387496 0.42754026] [ 0.64287952 0.51049407 0.32194586 0.67127797 0.37198592] Progress: 1.6% ... Training loss: 0.994 ... Validation loss: 1.359[ 0.59615436 0.45659877 0.54094735 0.45363301 0.38938302] [ 0.49180483 0.46674307 0.65000535 0.39676783 0.3950387 ] [ 0.61547185 0.65486541 0.45248857 0.49229708 0.490812 ] [ 0.44108073 0.46321116 0.57451242 0.70707373 0.48238308] [ 0.53401433 0.37925471 0.44298849 0.62765946 0.29233215] [ 0.5883046 0.46473079 0.54101159 0.75536843 0.47094316] [ 0.63277272 0.53110286 0.44454621 0.44460231 0.43483014] [ 0.59168853 0.63624784 0.44422047 0.47476557 0.46064191] [ 0.66727314 0.46811119 0.38009934 0.61245189 0.37082083] [ 0.52409199 0.42795253 0.3611545 0.4480131 0.46695225] [ 0.57507952 0.27356842 0.3675708 0.69469174 0.47081595] [ 0.50692144 0.47451274 0.50553182 0.73387332 0.37092547] [ 0.4583622 0.3959748 0.47484754 0.68159051 0.38627334] [ 0.5133958 0.52776839 0.56621219 0.38250848 0.44404775] [ 0.52302501 0.49641168 0.47128873 0.57368883 0.32919981] [ 0.54570802 0.48981943 0.47168529 0.5359896 0.55283097] [ 0.55670722 0.46266441 0.51878195 0.43509203 0.49481252] [ 0.51666753 0.45991565 0.49596598 0.75837311 0.41329164] [ 0.52370111 0.55912491 0.53891808 0.47049874 0.53029774] [ 0.5147234 0.55973548 0.46103413 0.54736853 0.39536224] [ 0.57383494 0.52142816 0.58992153 0.54792525 0.45459773] [ 0.53941502 0.54209406 0.51843715 0.46663154 0.46852945] [ 0.63401865 0.35094304 0.53295002 0.58809726 0.45073995] [ 0.51543361 0.42845559 0.34548177 0.53067222 0.49801036] [ 0.61628212 0.50619849 0.38289784 0.69027821 0.35103896] [ 0.61589835 0.36928223 0.49197425 0.50141921 0.52791632] [ 0.53058242 0.5447228 0.34417565 0.50705836 0.3803883 ] [ 0.66501785 0.4764842 0.43283636 0.5650026 0.41889921] [ 0.66913579 0.45935293 0.35134102 0.5876634 0.44504836] [ 0.57977193 0.51190054 0.42359432 0.84218108 0.43328579] [ 0.58649389 0.36312248 0.57250073 0.24843167 0.39064651] [ 0.58460569 0.40081008 0.43952494 0.56143616 0.40399559] [ 0.56512837 0.48972926 0.43477193 0.68961283 0.57098966] [ 0.47897602 0.38888653 0.6240113 0.39519833 0.47343434] [ 0.53227557 0.30363313 0.62520899 0.50654373 0.49265708] [ 0.56915393 0.34442239 0.48499629 0.8047951 0.42112486] [ 0.64712327 0.4756265 0.47356207 0.47006439 0.37522251] [ 0.50576283 0.36479162 0.56293693 0.41445655 0.42449812] [ 0.65379779 0.54082445 0.3736358 0.64489059 0.37844677] [ 0.47381041 0.54280568 0.3882184 0.70611761 0.54677103] [ 0.52238895 0.42358663 0.52274973 0.50187269 0.55535113] [ 0.72029338 0.44096614 0.29839628 0.72287149 0.40835742] [ 0.59008057 0.3802996 0.41105759 0.66429803 0.44723392] [ 0.53326654 0.22456142 0.62837529 0.74087288 0.50033399] [ 0.51723644 0.39960592 0.42504026 0.4678509 0.5564637 ] [ 0.50940564 0.50100627 0.45370855 0.48713122 0.38168838] [ 0.54675044 0.5037462 0.4227036 0.35129504 0.35078385] [ 0.55022487 0.52635955 0.54410656 0.53607323 0.5465931 ] [ 0.61525258 0.26550743 0.58121714 0.53479286 0.51197681] [ 0.48059398 0.30626851 0.50754904 0.64926468 0.38616252] [ 0.52732656 0.46483803 0.48928119 0.61682141 0.42914003] [ 0.48235733 0.3941677 0.56481773 0.79562606 0.45939085] [ 0.5570492 0.44602878 0.41453227 0.39383452 0.35831333] [ 0.62792986 0.54914159 0.43599198 0.48611582 0.36998946] [ 0.63838116 0.48806714 0.43496301 0.56539232 0.37756002] [ 0.64392323 0.59983618 0.30857761 0.51601527 0.31360056] [ 0.61870778 0.56776299 0.52292436 0.20915755 0.44700131] [ 0.44123118 0.3610716 0.5399537 0.79391131 0.46812614] [ 0.58735401 0.49381448 0.58447347 0.33534475 0.51441859] [ 0.53124572 0.37130057 0.42273117 0.32997294 0.42458298] [ 0.62494664 0.41634749 0.58249925 0.30855002 0.332496 ] [ 0.59352681 0.52622434 0.44780332 0.38645378 0.33185371] [ 0.49389003 0.48218498 0.5791014 0.27159841 0.53303736] [ 0.42747126 0.45084115 0.54216553 0.69292316 0.48299302] [ 0.62122486 0.21370234 0.49529771 0.84439322 0.4365722 ] [ 0.56226222 0.57312744 0.53188759 0.51341127 0.48404265] [ 0.58665945 0.65483182 0.40504944 0.39865738 0.43276673] [ 0.56229018 0.4822997 0.59630613 0.34631505 0.55193166] [ 0.47070604 0.64364444 0.45722293 0.23868547 0.43033546] [ 0.53939261 0.49885389 0.46773254 0.56614349 0.5248485 ] [ 0.61442296 0.55296959 0.47244317 0.50013383 0.40198652] [ 0.5189182 0.36823322 0.59964437 0.75725963 0.55487923] [ 0.47498046 0.35677933 0.46035214 0.75611022 0.4834809 ] [ 0.48360504 0.46062662 0.57441155 0.36175839 0.62071371] [ 0.53965695 0.32064914 0.43155538 0.84224512 0.4477323 ] [ 0.5017477 0.53110005 0.37812523 0.41066368 0.37900017] [ 0.55778645 0.54467743 0.55451207 0.33250464 0.55829526] [ 0.55971051 0.6739917 0.33749866 0.50752813 0.47193259] [ 0.46512037 0.45477843 0.54591255 0.79849846 0.46135923] [ 0.56907268 0.31765332 0.54510025 0.81895693 0.55004268] [ 0.52406298 0.44043363 0.56829897 0.47977242 0.47367574] [ 0.56322087 0.54216034 0.57463535 0.25270644 0.456088 ] [ 0.57367779 0.40926798 0.63461926 0.74613432 0.42052649] [ 0.50488286 0.44907793 0.62700704 0.54739044 0.59604193] [ 0.53498934 0.3736918 0.41101702 0.6297643 0.50148163] [ 0.61656292 0.3949008 0.45402314 0.5512413 0.56151168] [ 0.6209638 0.36752401 0.4901787 0.66359353 0.37608405] [ 0.60516841 0.41342023 0.46788431 0.8450009 0.37344908] [ 0.63849454 0.41075707 0.48366059 0.47189002 0.41543909] [ 0.50861015 0.41677625 0.54426408 0.42039446 0.59070033] [ 0.46262592 0.46896643 0.49425308 0.44637054 0.40974981] [ 0.61221974 0.57362072 0.44570985 0.53547399 0.39597455] [ 0.66304135 0.38682951 0.44324933 0.4767468 0.50650645] [ 0.62752989 0.28594536 0.46503907 0.61445453 0.53028088] [ 0.58745019 0.5104747 0.47547441 0.66932768 0.40536963] [ 0.51597989 0.28060905 0.54024428 0.74454945 0.38723253] [ 0.43828783 0.51452493 0.45752589 0.33578607 0.53730068] [ 0.62305428 0.40268742 0.44985244 0.39212581 0.40744949] [ 0.45701655 0.54892993 0.46635146 0.42302676 0.54444061] [ 0.47650518 0.38087811 0.44470483 0.59151666 0.56852652] [ 0.63461626 0.33289026 0.41595447 0.4742057 0.48255806] [ 0.6253992 0.51767214 0.42578557 0.463604 0.28104969] [ 0.50398478 0.46465633 0.59642606 0.68605794 0.42860222] [ 0.44796026 0.45936161 0.53732047 0.4997383 0.50376893] [ 0.50957683 0.55738609 0.64958889 0.3716197 0.4932067 ] [ 0.71081152 0.4870798 0.3949708 0.70007037 0.42868797] [ 0.61232633 0.57530798 0.38201672 0.56300328 0.43402805] [ 0.57627338 0.60047258 0.32515345 0.5875891 0.42003529] [ 0.64565966 0.43929258 0.38406933 0.68577982 0.50962293] [ 0.49815237 0.56226921 0.43903793 0.51928549 0.33532501] [ 0.50646338 0.2739677 0.54028977 0.73816748 0.44521673] [ 0.63715832 0.57990373 0.5399883 0.45271043 0.33976862] [ 0.66812946 0.57830495 0.26567905 0.6066657 0.40177804] [ 0.55591484 0.43802069 0.40084792 0.64352476 0.34998957] [ 0.47104465 0.56999618 0.38522207 0.31798879 0.44755957] [ 0.57883712 0.50575941 0.50082205 0.44065819 0.32856654] [ 0.6396061 0.50479402 0.3369369 0.43281774 0.32794336] [ 0.5540356 0.33463317 0.48182788 0.65048137 0.64668667] [ 0.57968739 0.53183661 0.58037087 0.49346036 0.49550387] [ 0.56176864 0.3603252 0.54018606 0.52070471 0.54936221] [ 0.51877058 0.54171422 0.45385519 0.56485199 0.47631687] [ 0.58331262 0.41137884 0.39573142 0.60613514 0.4914123 ] [ 0.56094945 0.37595117 0.57673257 0.65008178 0.32344412] [ 0.50527531 0.37496473 0.61771566 0.74731971 0.43344182] [ 0.60617266 0.53597513 0.44815605 0.35992891 0.36329856] [ 0.56739874 0.52517649 0.56735865 0.50116045 0.61898 ] [ 0.5211512 0.41408383 0.36405257 0.77709332 0.27794908] [ 0.53526479 0.31788044 0.44407295 0.41490212 0.38448257] Progress: 1.6% ... Training loss: 0.992 ... Validation loss: 1.355[ 0.53185575 0.28012339 0.63629097 0.65174804 0.37209276] [ 0.4901153 0.44867406 0.55012981 0.7451098 0.39776482] [ 0.51792919 0.5176529 0.47914328 0.71352052 0.32608669] [ 0.50894074 0.47629903 0.49152792 0.72757881 0.38339497] [ 0.49394072 0.30934591 0.59354864 0.52478227 0.40778882] [ 0.53844001 0.48095976 0.52823147 0.30747253 0.51517146] [ 0.53023532 0.53530705 0.45895471 0.55408579 0.33226806] [ 0.59749191 0.42041657 0.61994325 0.56440776 0.53253176] [ 0.58118391 0.50657474 0.48852364 0.69463118 0.48420225] [ 0.4437434 0.46079024 0.54026315 0.74565693 0.41536292] [ 0.5470531 0.45106901 0.44286122 0.38798294 0.48934154] [ 0.55389018 0.37092779 0.59250301 0.5075733 0.40962669] [ 0.56433245 0.43633169 0.62004316 0.5271321 0.47350306] [ 0.59435968 0.54702272 0.52115157 0.32743498 0.44014694] [ 0.58791573 0.55529715 0.43796865 0.63892929 0.32673717] [ 0.54874175 0.60295077 0.31544986 0.67037449 0.54388004] [ 0.59223572 0.30364495 0.49814643 0.73796195 0.41157732] [ 0.53216791 0.27024423 0.49702324 0.74819043 0.4000001 ] [ 0.53606414 0.28902144 0.48057999 0.64551494 0.36497228] [ 0.52628899 0.40606577 0.48068965 0.52837276 0.48011777] [ 0.53319442 0.45539464 0.62659003 0.67889336 0.31265144] [ 0.60099561 0.54550166 0.5148042 0.50083483 0.35879364] [ 0.46118694 0.3945388 0.61043205 0.74834273 0.47321149] [ 0.6357936 0.54298701 0.33120502 0.61569232 0.42696795] [ 0.53831111 0.52339403 0.594325 0.45078131 0.4804675 ] [ 0.65448958 0.59482517 0.41471861 0.60560941 0.42992124] [ 0.53128377 0.36808859 0.50825713 0.59038404 0.32718711] [ 0.52183193 0.58952783 0.5440386 0.39591944 0.49747906] [ 0.54585485 0.53141511 0.60966862 0.52229925 0.35851432] [ 0.49610055 0.40670914 0.65243687 0.69919803 0.44882649] [ 0.55895894 0.64266322 0.61703928 0.36024429 0.53455505] [ 0.45075606 0.47246029 0.62108278 0.65248725 0.43933212] [ 0.52876366 0.35116025 0.44912659 0.82989885 0.4083466 ] [ 0.56084981 0.56016898 0.57301694 0.38192491 0.53246269] [ 0.61257555 0.46827743 0.4247532 0.73184121 0.40995372] [ 0.52721445 0.51017409 0.44096659 0.52192106 0.33018348] [ 0.57556825 0.40663564 0.47415984 0.54291199 0.35428287] [ 0.5262921 0.48776313 0.59912509 0.4999203 0.34465654] [ 0.66929291 0.55586327 0.63361722 0.46370772 0.42649128] [ 0.46479935 0.50550091 0.59670178 0.33674219 0.51594458] [ 0.46411961 0.46938372 0.64329942 0.67573696 0.45401962] [ 0.60170179 0.45684518 0.43505592 0.48878803 0.47616542] [ 0.4737892 0.29640638 0.61419532 0.73516893 0.52885128] [ 0.70252252 0.47321586 0.46051053 0.43294886 0.46910811] [ 0.74046523 0.55364644 0.42606441 0.47327745 0.41283391] [ 0.44795204 0.31298762 0.6024684 0.58323194 0.37133905] [ 0.55072597 0.35862232 0.43062025 0.49192574 0.58588561] [ 0.56818861 0.63287202 0.57878774 0.55710808 0.46920786] [ 0.65914945 0.39842625 0.31374229 0.62520709 0.44389874] [ 0.48264131 0.30805454 0.51496581 0.74213138 0.45962178] [ 0.63041079 0.3318931 0.4111155 0.78543649 0.34864616] [ 0.59073401 0.53139471 0.49769336 0.41973354 0.49180074] [ 0.63008909 0.29382841 0.47541022 0.64143238 0.48255341] [ 0.5058082 0.46208866 0.5487644 0.38851884 0.61466717] [ 0.53128377 0.36808859 0.50825713 0.59038404 0.32718711] [ 0.58561363 0.55885698 0.4587457 0.572786 0.46759873] [ 0.47688234 0.40038784 0.63073339 0.72651255 0.41024174] [ 0.51502311 0.37027426 0.59974795 0.75831128 0.55578659] [ 0.61048711 0.51189541 0.4448044 0.58274048 0.46601112] [ 0.58831978 0.55062423 0.42596804 0.37411645 0.48362287] [ 0.46175922 0.40800032 0.50563965 0.38607898 0.4874982 ] [ 0.5906507 0.53911843 0.44644249 0.62147423 0.47219115] [ 0.54533392 0.42110958 0.48724261 0.69046021 0.29605508] [ 0.58437646 0.56454102 0.49237193 0.54507871 0.35261554] [ 0.6541123 0.58658038 0.55795638 0.4262643 0.46101716] [ 0.56233442 0.4371412 0.5400523 0.61650985 0.37492967] [ 0.56048806 0.30861586 0.54096473 0.73096756 0.36965967] [ 0.46938792 0.39280239 0.44268488 0.68929848 0.33325949] [ 0.52070337 0.5253354 0.48350625 0.79022249 0.33046096] [ 0.63472135 0.50189322 0.61201523 0.64346198 0.38258864] [ 0.64729545 0.53011088 0.51191108 0.39445237 0.47419985] [ 0.53800736 0.42244439 0.4467449 0.48815685 0.42435946] [ 0.52961803 0.44907186 0.39781314 0.49659577 0.36428986] [ 0.50693483 0.56564972 0.50724045 0.47745591 0.51219517] [ 0.58791264 0.59670669 0.38083574 0.75073988 0.40729366] [ 0.54173563 0.5870693 0.61644417 0.30312758 0.54682405] [ 0.45902757 0.40446391 0.47168424 0.73396303 0.33194866] [ 0.49155656 0.45202335 0.53074429 0.47688738 0.40127132] [ 0.64481803 0.54590956 0.53863712 0.59904988 0.36344848] [ 0.56977962 0.44284298 0.43425578 0.41591511 0.4194137 ] [ 0.56674485 0.56205458 0.42221614 0.56695667 0.36476624] [ 0.55395247 0.36876386 0.4405404 0.5324396 0.44712912] [ 0.52537223 0.59098913 0.47146734 0.26519557 0.42538 ] [ 0.61068229 0.53017104 0.42237653 0.48670079 0.37701119] [ 0.57377905 0.27167123 0.54835615 0.67481953 0.34726995] [ 0.43661498 0.51771387 0.50457959 0.75328678 0.48464678] [ 0.57750311 0.53529258 0.43164572 0.59862393 0.46427863] [ 0.58738347 0.54801251 0.38962427 0.37430617 0.31577177] [ 0.55081154 0.60873436 0.28911046 0.56427835 0.35212502] [ 0.52729545 0.57501669 0.43233275 0.60660678 0.56312675] [ 0.67055412 0.48083623 0.36906741 0.5923429 0.33337045] [ 0.63588247 0.46826049 0.44728539 0.39851635 0.49040293] [ 0.53902179 0.4526416 0.49588577 0.45029691 0.39037352] [ 0.55102998 0.55257971 0.50641269 0.53442118 0.4939467 ] [ 0.62509958 0.4377172 0.60274584 0.46156291 0.430448 ] [ 0.63006676 0.46215622 0.54810896 0.36193254 0.36290115] [ 0.52685893 0.32279908 0.51341491 0.70974592 0.49797059] [ 0.46676495 0.35842474 0.56547027 0.76148188 0.42614409] [ 0.55638107 0.4544763 0.37283809 0.51592233 0.44428994] [ 0.53204095 0.4710117 0.47310437 0.52445688 0.37398252] [ 0.53941959 0.42458708 0.49119354 0.29632573 0.39890996] [ 0.55837006 0.52664619 0.51538008 0.51062952 0.39340707] [ 0.59389651 0.64091386 0.46284754 0.61825531 0.46095841] [ 0.51175457 0.29097317 0.46560414 0.70283219 0.39517423] [ 0.52406551 0.43132811 0.45737644 0.74559449 0.36122952] [ 0.60436897 0.56334741 0.5018233 0.33781112 0.39517333] [ 0.5528147 0.43989446 0.59507482 0.33411765 0.59139012] [ 0.62437511 0.62067414 0.55139514 0.54435355 0.38576179] [ 0.57489973 0.43306459 0.43897284 0.61378425 0.47810525] [ 0.65438685 0.61330638 0.43690557 0.34305986 0.40087907] [ 0.50968273 0.56143134 0.57423633 0.52861784 0.42794388] [ 0.56974778 0.4788233 0.69296271 0.5168816 0.53330302] [ 0.61884998 0.51523379 0.51593454 0.42141267 0.28445361] [ 0.64345988 0.5400831 0.43535566 0.41789931 0.45478647] [ 0.55307888 0.40216561 0.56051991 0.59190232 0.40740272] [ 0.55157078 0.38500537 0.54083195 0.66448503 0.46054732] [ 0.51503328 0.50708819 0.45372281 0.43992344 0.37140838] [ 0.47672023 0.480676 0.47635595 0.77120469 0.56427615] [ 0.5426496 0.31060806 0.55150965 0.47334249 0.33424531] [ 0.66715123 0.35299854 0.45625733 0.74525314 0.49485764] [ 0.56811433 0.34865913 0.62213378 0.32350247 0.3857017 ] [ 0.47608492 0.49446904 0.45208416 0.34156638 0.45622422] [ 0.68751227 0.4928248 0.424605 0.46779871 0.32342904] [ 0.57761655 0.49600703 0.45045408 0.75110206 0.54206682] [ 0.48800928 0.42052198 0.46378746 0.34213763 0.44703794] [ 0.57138264 0.4988529 0.4538156 0.70927114 0.49393121] [ 0.48052317 0.32165596 0.39191952 0.65376737 0.34888433] [ 0.53635538 0.57393935 0.30584776 0.54350088 0.45719782] Progress: 1.6% ... Training loss: 0.988 ... Validation loss: 1.358[ 0.58734946 0.55747137 0.40679939 0.51324711 0.57454594] [ 0.42566365 0.51402 0.48098604 0.50450872 0.44089172] [ 0.47281635 0.56892576 0.38517826 0.31735212 0.44715778] [ 0.49206536 0.40021563 0.55161857 0.78050766 0.40738593] [ 0.51937046 0.57013579 0.40152641 0.63945465 0.47747919] [ 0.47286548 0.43814521 0.46028293 0.27654421 0.5434946 ] [ 0.5569622 0.52935911 0.51211387 0.37457418 0.58086772] [ 0.58385278 0.50185287 0.34774212 0.56638278 0.37809774] [ 0.52974077 0.59882788 0.44295756 0.41358702 0.48981864] [ 0.51286359 0.4420178 0.53006576 0.52613647 0.51435025] [ 0.5821278 0.50407718 0.3548232 0.40897348 0.339378 ] [ 0.5042819 0.48574793 0.58539498 0.39366055 0.42522341] [ 0.63348387 0.67717592 0.41795143 0.444592 0.46677456] [ 0.55207854 0.46649778 0.40865316 0.49035974 0.6255401 ] [ 0.4695755 0.25069391 0.61316937 0.62604432 0.37850295] [ 0.54933052 0.50572984 0.60693522 0.46209849 0.52064015] [ 0.50046461 0.63495838 0.50765053 0.34315979 0.46750106] [ 0.5688459 0.62987388 0.49124963 0.5328785 0.33258265] [ 0.49002836 0.26107583 0.51501036 0.74041025 0.44525351] [ 0.57523904 0.51069452 0.48483449 0.37595452 0.4380808 ] [ 0.56581304 0.46803816 0.47160947 0.62799253 0.43514223] [ 0.59903902 0.64898189 0.4064026 0.38827272 0.32258336] [ 0.59843459 0.40633209 0.49804163 0.63774175 0.2422782 ] [ 0.56891632 0.48977039 0.37434609 0.41635501 0.36057721] [ 0.49594959 0.44353475 0.51527804 0.70868057 0.37876659] [ 0.56165561 0.50986272 0.48010892 0.33189546 0.43887853] [ 0.47613888 0.54871892 0.54833471 0.54729849 0.49694415] [ 0.47910058 0.43674086 0.49267591 0.58547295 0.3430067 ] [ 0.57603121 0.39234285 0.51037006 0.64888474 0.38120365] [ 0.63553082 0.48073884 0.47126179 0.41980917 0.44332695] [ 0.5196231 0.39501496 0.52465684 0.65135025 0.38090947] [ 0.56106196 0.42541502 0.5472983 0.63350661 0.37355348] [ 0.50206503 0.41975371 0.57828663 0.37226619 0.63377293] [ 0.61985121 0.34301974 0.39461127 0.48076601 0.37374757] [ 0.59580726 0.59974566 0.53513291 0.49576932 0.44663035] [ 0.48064583 0.52351969 0.41010837 0.6734648 0.35806751] [ 0.6545476 0.45947083 0.51335686 0.27467743 0.41984228] [ 0.50039834 0.38296479 0.49277695 0.80295566 0.5895491 ] [ 0.45196695 0.37375637 0.60303735 0.50580722 0.53230655] [ 0.59303148 0.49002054 0.43180276 0.42485529 0.38246409] [ 0.53832701 0.49072713 0.55044627 0.55283179 0.49088434] [ 0.54540778 0.51665185 0.50116391 0.24520966 0.25975032] [ 0.53820756 0.46123519 0.44453596 0.53051632 0.39959831] [ 0.5519443 0.54713999 0.56161588 0.69856647 0.2888934 ] [ 0.50117928 0.47412582 0.38525022 0.71526876 0.25820607] [ 0.64711404 0.57329815 0.47827466 0.55090294 0.46303595] [ 0.42994797 0.33096225 0.53213524 0.77181044 0.54693264] [ 0.52190358 0.41977776 0.61515135 0.76063186 0.33722654] [ 0.51373292 0.53104339 0.59550354 0.27292813 0.61106301] [ 0.52213151 0.52825371 0.53197107 0.40021366 0.36672772] [ 0.65065097 0.52455346 0.47310377 0.62204118 0.44287794] [ 0.62509045 0.51885202 0.54422134 0.54129611 0.45849041] [ 0.53909041 0.52572329 0.51379218 0.51219711 0.50948116] [ 0.50046461 0.63495838 0.50765053 0.34315979 0.46750106] [ 0.6316245 0.29907222 0.56134065 0.54785969 0.31332452] [ 0.53701475 0.44580524 0.53340834 0.56390415 0.44122001] [ 0.51581311 0.51901779 0.4216661 0.46942215 0.42934203] [ 0.53326256 0.40895125 0.52136309 0.46131894 0.47280954] [ 0.57872364 0.40987392 0.45031508 0.55806404 0.55947796] [ 0.52878035 0.49176008 0.60437385 0.5605574 0.36971463] [ 0.54813642 0.58620389 0.43182807 0.28004755 0.26696322] [ 0.58191881 0.48157444 0.44749796 0.24012677 0.32575296] [ 0.50538144 0.39276289 0.6317238 0.60392975 0.36463568] [ 0.59813544 0.57195748 0.55825662 0.46587652 0.52298489] [ 0.62985903 0.59670713 0.39956052 0.76905614 0.43843452] [ 0.51271006 0.32185641 0.44535084 0.52707933 0.35881793] [ 0.59330536 0.56438761 0.52874506 0.45734147 0.44276565] [ 0.53147416 0.39096684 0.61862361 0.72485368 0.44931221] [ 0.50372129 0.46905558 0.51564188 0.43881359 0.51307079] [ 0.58797512 0.52337347 0.42434014 0.7178505 0.29259159] [ 0.5633291 0.62991036 0.46329674 0.48946104 0.4683041 ] [ 0.53074324 0.49477116 0.44567303 0.68796334 0.31954287] [ 0.467863 0.35977114 0.5074695 0.63875748 0.51065784] [ 0.58604083 0.39024116 0.47769921 0.50565414 0.4219079 ] [ 0.53873676 0.41545683 0.54478203 0.48732546 0.48159631] [ 0.44687255 0.52966871 0.54848095 0.62308593 0.44886482] [ 0.63324699 0.49852142 0.48779315 0.60438395 0.41914689] [ 0.50539928 0.36495154 0.56294792 0.41457569 0.42460662] [ 0.61169854 0.61013289 0.54294114 0.36074248 0.45269621] [ 0.55558579 0.52896453 0.63098417 0.58315159 0.43439404] [ 0.53709594 0.35641249 0.52176624 0.71302308 0.5998554 ] [ 0.50460024 0.56710463 0.40042536 0.4386355 0.49687922] [ 0.48308597 0.3669745 0.47318438 0.7390621 0.40360766] [ 0.41492314 0.3584691 0.59448147 0.66513538 0.55144235] [ 0.53096299 0.48379428 0.58888767 0.7266879 0.42618077] [ 0.49026345 0.30903291 0.49699167 0.75404588 0.44462458] [ 0.59262216 0.49261649 0.61451726 0.26286317 0.4883054 ] [ 0.4681966 0.49062384 0.46405666 0.58045683 0.57056216] [ 0.53328245 0.56587459 0.49039808 0.65066377 0.51084268] [ 0.46033986 0.36634647 0.60702229 0.65661989 0.46304683] [ 0.63807788 0.54090571 0.36782261 0.47174357 0.38178717] [ 0.57215278 0.54492502 0.27913006 0.50620812 0.4126845 ] [ 0.61796186 0.56410726 0.5601368 0.30701436 0.50520171] [ 0.5137183 0.44712126 0.47421338 0.4273944 0.49023028] [ 0.59324522 0.58296101 0.55564595 0.30348134 0.4851238 ] [ 0.55930827 0.51384757 0.52383029 0.66645588 0.46350755] [ 0.44910652 0.38980702 0.58104501 0.75581818 0.43332764] [ 0.62294653 0.52607834 0.47274097 0.66150991 0.41131248] [ 0.44950174 0.3829936 0.53291535 0.71056955 0.46432793] [ 0.55087515 0.45803888 0.5107918 0.50745668 0.47409228] [ 0.4509055 0.416582 0.56578118 0.69669315 0.43747116] [ 0.55027443 0.35661652 0.52891686 0.82122562 0.43813946] [ 0.6010577 0.37861486 0.55897556 0.50657028 0.36347289] [ 0.62440224 0.50312345 0.4105751 0.35954001 0.3546103 ] [ 0.5464881 0.48318048 0.53240526 0.39431065 0.47624628] [ 0.39764978 0.4062438 0.52456873 0.5630842 0.43422579] [ 0.57935133 0.43288164 0.51682973 0.55936414 0.33282045] [ 0.59384413 0.32924478 0.47743677 0.6201273 0.53461345] [ 0.52296986 0.44450307 0.52940814 0.68654156 0.34624985] [ 0.53488042 0.43924937 0.55011195 0.4798493 0.39380008] [ 0.51564562 0.44134907 0.44951864 0.41396138 0.39214532] [ 0.59925041 0.41556911 0.4650112 0.66681377 0.24037151] [ 0.58006896 0.44979548 0.56598098 0.55259628 0.32738388] [ 0.53378728 0.58544588 0.53621107 0.32567431 0.50364433] [ 0.60362129 0.45864329 0.41361856 0.54314886 0.41512295] [ 0.54062552 0.53859479 0.49973335 0.30896422 0.35871185] [ 0.51664775 0.42855737 0.4645581 0.69045689 0.34647805] [ 0.46553213 0.39199634 0.51673781 0.81687966 0.40391389] [ 0.49094527 0.36307187 0.54988229 0.65709071 0.36325433] [ 0.56019186 0.62975507 0.39062286 0.54957189 0.51583129] [ 0.52502148 0.50518611 0.55196595 0.6076338 0.5541347 ] [ 0.4611149 0.39135988 0.61246068 0.61334684 0.46708177] [ 0.52894134 0.54106085 0.55268142 0.4828673 0.53988284] [ 0.54401985 0.55210463 0.41816468 0.43184192 0.42382793] [ 0.52178502 0.45593103 0.49319486 0.47673514 0.47340865] [ 0.5845092 0.59872875 0.61509473 0.60655442 0.42078208] [ 0.71452516 0.50287074 0.39800953 0.53659202 0.3888869 ] [ 0.63884975 0.62831962 0.37720286 0.52092268 0.48343511] Progress: 1.7% ... Training loss: 0.984 ... Validation loss: 1.363[ 0.65099225 0.51990755 0.51761204 0.44939175 0.44354495] [ 0.56533776 0.40566445 0.5306657 0.58830084 0.29931405] [ 0.55931783 0.42447195 0.48244959 0.82480679 0.5156591 ] [ 0.6148131 0.48112641 0.44506808 0.33053605 0.33561983] [ 0.544635 0.51043556 0.52728724 0.38974801 0.50271895] [ 0.5250381 0.6006215 0.55709493 0.54954352 0.46213044] [ 0.56625351 0.50189927 0.38990365 0.59516156 0.31413324] [ 0.52870863 0.46700164 0.50020132 0.55033692 0.37540852] [ 0.43135221 0.35039468 0.57747859 0.57189768 0.61958136] [ 0.59466762 0.44601853 0.44603274 0.55420223 0.54854848] [ 0.52128804 0.5061051 0.51801429 0.55576182 0.60242326] [ 0.449079 0.42175791 0.53822571 0.49192469 0.4902312 ] [ 0.58251756 0.43957569 0.46659198 0.68621122 0.36616213] [ 0.51476217 0.36331809 0.68627342 0.68035902 0.40237134] [ 0.48298822 0.26070231 0.64636925 0.66465181 0.37913683] [ 0.6121974 0.44832188 0.5139629 0.50312262 0.35557687] [ 0.47140379 0.34462677 0.55133862 0.81280458 0.4570551 ] [ 0.4937025 0.60686766 0.51668108 0.36789175 0.41372433] [ 0.5132473 0.42886013 0.37667731 0.23220328 0.41797704] [ 0.60322933 0.48942411 0.61215206 0.22787731 0.51645624] [ 0.47340862 0.48445184 0.49537802 0.47175829 0.63160785] [ 0.51534288 0.44348724 0.53478892 0.39619915 0.50678794] [ 0.5624076 0.43709188 0.35460252 0.40061062 0.43101308] [ 0.50412209 0.27050764 0.5587839 0.70511129 0.40785685] [ 0.48684308 0.37038228 0.47695984 0.7844452 0.42360767] [ 0.56486658 0.44579767 0.45336833 0.48890168 0.44682933] [ 0.5751789 0.48522903 0.39498819 0.32690827 0.32608611] [ 0.66731673 0.51389462 0.36335054 0.34833257 0.34986117] [ 0.59805844 0.58299623 0.28081308 0.61284264 0.36388028] [ 0.60305596 0.29006448 0.41412359 0.77403682 0.31767772] [ 0.49722283 0.50108874 0.56040518 0.44867062 0.40492557] [ 0.54282187 0.34020399 0.45164167 0.44771473 0.42441806] [ 0.47310561 0.47495657 0.49694189 0.42711458 0.48686343] [ 0.47649606 0.39635397 0.5042078 0.71151034 0.35061295] [ 0.50660963 0.52895534 0.49937149 0.4541928 0.55896188] [ 0.6305196 0.55908219 0.52389512 0.54990575 0.44532718] [ 0.59747492 0.41319231 0.51852987 0.43553544 0.34027826] [ 0.53260209 0.47989751 0.55013824 0.35975576 0.51990506] [ 0.53192204 0.46059791 0.47870156 0.37616596 0.42526174] [ 0.6433886 0.52336262 0.42500765 0.39399 0.45591359] [ 0.48666617 0.63412025 0.4046732 0.38014754 0.49151092] [ 0.54878399 0.44769213 0.44097779 0.47908066 0.5257417 ] [ 0.48821634 0.53494125 0.57251938 0.371079 0.56240995] [ 0.61959471 0.38208636 0.52463709 0.58378907 0.36430709] [ 0.52052072 0.32896294 0.47682374 0.74286291 0.46805547] [ 0.52326822 0.33955995 0.42062661 0.47218406 0.44593439] [ 0.50594371 0.38530422 0.53253086 0.76278916 0.46179319] [ 0.4643685 0.50003678 0.47136578 0.47995533 0.48241217] [ 0.53916818 0.50888975 0.37908657 0.62640663 0.58372559] [ 0.56589905 0.29213121 0.40492447 0.67026546 0.31207331] [ 0.69487834 0.70028421 0.47087734 0.46863388 0.38689883] [ 0.51595185 0.42415564 0.51276844 0.53196051 0.46052908] [ 0.71083067 0.34628142 0.41673275 0.73093416 0.4389924 ] [ 0.61311756 0.43523834 0.3784832 0.55186961 0.43472983] [ 0.62778053 0.5753557 0.40180568 0.65749183 0.33658554] [ 0.52758455 0.43278837 0.51568241 0.73156233 0.59849333] [ 0.57718567 0.40809476 0.56781313 0.37656474 0.35931513] [ 0.46544477 0.57730105 0.40718789 0.32415807 0.4486912 ] [ 0.4960364 0.58323325 0.46971577 0.66933847 0.5194487 ] [ 0.49900465 0.34616877 0.5541809 0.74609586 0.43227884] [ 0.63331352 0.58478987 0.43909244 0.69359076 0.48202351] [ 0.58730976 0.60661377 0.49099733 0.55164064 0.44657687] [ 0.5954176 0.62803789 0.48172112 0.58336506 0.49340571] [ 0.53218861 0.48695084 0.42506704 0.25860079 0.49325048] [ 0.62138455 0.46943219 0.48044037 0.73405515 0.45873749] [ 0.58306171 0.53538008 0.40181471 0.43437568 0.28502972] [ 0.51673081 0.59761637 0.52448131 0.53708654 0.44439095] [ 0.57263898 0.33370982 0.61160793 0.56946059 0.35461777] [ 0.4814624 0.58301063 0.54651499 0.45045862 0.48281612] [ 0.49269314 0.32679214 0.60330297 0.41548174 0.48134438] [ 0.46237293 0.38807218 0.45244164 0.44636365 0.52752366] [ 0.51107839 0.41380024 0.54154885 0.60743319 0.44272866] [ 0.45700884 0.47784366 0.57712401 0.47917003 0.47785516] [ 0.57686895 0.52614986 0.46970462 0.62062793 0.403815 ] [ 0.40975351 0.39932322 0.54001329 0.76965709 0.49154957] [ 0.53031705 0.32903554 0.63632616 0.63920993 0.46308572] [ 0.60903118 0.28410527 0.58760195 0.42940076 0.33978219] [ 0.59389963 0.36790383 0.49889664 0.42145322 0.36889011] [ 0.54724425 0.42171958 0.57165842 0.39499125 0.38207287] [ 0.52191965 0.3907442 0.39354502 0.33729742 0.33430454] [ 0.55871986 0.37793588 0.37959519 0.55494904 0.35429767] [ 0.59480041 0.47236341 0.6079257 0.35381598 0.37626249] [ 0.52736561 0.48580356 0.54768361 0.64976405 0.38048221] [ 0.50948455 0.56576245 0.46087961 0.58329247 0.44555247] [ 0.52304347 0.27679105 0.46215667 0.56525025 0.41149516] [ 0.58998429 0.50386314 0.32612141 0.65218269 0.4959 ] [ 0.57930992 0.52864784 0.31877558 0.63689135 0.36412624] [ 0.59299325 0.53456716 0.47389264 0.44505138 0.35949343] [ 0.54922298 0.30480237 0.38728713 0.80138652 0.33518125] [ 0.55096903 0.3004147 0.42987736 0.71969322 0.34335712] [ 0.69371338 0.56625973 0.44671508 0.47341576 0.37771139] [ 0.52811008 0.27267316 0.5692708 0.65259333 0.39065372] [ 0.61421589 0.55583549 0.44281669 0.28344432 0.39790912] [ 0.55381309 0.34535746 0.53923817 0.55888141 0.49586194] [ 0.54789306 0.42057566 0.54613488 0.62734715 0.47247763] [ 0.48051203 0.50515332 0.72850809 0.50818329 0.46970171] [ 0.47658759 0.38803518 0.60694288 0.36076794 0.51423243] [ 0.50582361 0.43485616 0.53587443 0.74507061 0.32724624] [ 0.54454003 0.37759447 0.34124371 0.82594181 0.32368551] [ 0.54911182 0.60563889 0.49592466 0.24791558 0.40164821] [ 0.48953289 0.55057005 0.48583029 0.51010772 0.33399149] [ 0.61694814 0.50260706 0.55841713 0.45090719 0.35119319] [ 0.43324649 0.44620557 0.51195731 0.60565059 0.57470119] [ 0.71485478 0.48166816 0.39257212 0.49806917 0.40665977] [ 0.57804055 0.39709639 0.35636841 0.7937527 0.32231616] [ 0.43668942 0.37756451 0.65421077 0.66771603 0.47389487] [ 0.54076483 0.45632694 0.46508736 0.71043396 0.34901922] [ 0.6107366 0.50108867 0.4208198 0.45631735 0.43585891] [ 0.65817335 0.55924798 0.54109253 0.46203342 0.48883794] [ 0.57835524 0.52077034 0.49682822 0.59369051 0.47982632] [ 0.57976888 0.44774804 0.57539834 0.27772667 0.38748996] [ 0.49124144 0.49932663 0.4849454 0.53184472 0.3422895 ] [ 0.5166127 0.55758492 0.43933944 0.36414819 0.51803662] [ 0.67271863 0.44786648 0.4095335 0.67045763 0.40618539] [ 0.57137607 0.48490584 0.65029652 0.55129181 0.46325194] [ 0.58716381 0.47258807 0.43064395 0.54040032 0.38123357] [ 0.63689119 0.52553251 0.4217415 0.48901539 0.29664648] [ 0.49108308 0.43665433 0.44257786 0.61121963 0.53814074] [ 0.60839639 0.53581125 0.51510603 0.51665062 0.53268094] [ 0.60199744 0.59822269 0.5049655 0.44557993 0.3856441 ] [ 0.53321836 0.5897469 0.38851747 0.40598484 0.3717991 ] [ 0.53892905 0.56634095 0.60626165 0.58219049 0.51343289] [ 0.60402691 0.40451684 0.39602177 0.54327666 0.42466255] [ 0.44547857 0.57160156 0.41777102 0.45020362 0.41922951] [ 0.58672042 0.44349094 0.59884893 0.69069717 0.31893991] [ 0.50677212 0.25432277 0.41541199 0.82301398 0.38050084] [ 0.62593608 0.61501986 0.48246731 0.54814011 0.46920189] [ 0.5796458 0.51680978 0.32035384 0.63195127 0.31132391] Progress: 1.8% ... Training loss: 0.982 ... Validation loss: 1.363[ 0.53471671 0.36192756 0.59622562 0.66089388 0.31819179] [ 0.49290618 0.37838904 0.49131515 0.79602034 0.4510274 ] [ 0.60321703 0.61344225 0.45923461 0.43747673 0.48694525] [ 0.60168467 0.54150415 0.37454076 0.66621935 0.35064182] [ 0.47234111 0.41512447 0.56903073 0.48124005 0.4516965 ] [ 0.54252536 0.42161889 0.48880989 0.65952137 0.32447661] [ 0.47847979 0.54002667 0.47286142 0.4927432 0.44512552] [ 0.4674411 0.37812369 0.61927801 0.3289796 0.58759045] [ 0.494376 0.48389077 0.44225398 0.5631758 0.48608359] [ 0.53632035 0.50134507 0.45161971 0.50451185 0.41709667] [ 0.55033279 0.54889634 0.39955886 0.69737283 0.33254368] [ 0.5791924 0.68442648 0.54609025 0.59515292 0.42966645] [ 0.6397599 0.6168505 0.43868137 0.56110025 0.32116466] [ 0.50971157 0.47321501 0.496772 0.59380053 0.3300484 ] [ 0.56137056 0.33502677 0.41756661 0.80064386 0.5445285 ] [ 0.53339579 0.57668289 0.50324661 0.58788013 0.46885272] [ 0.55231377 0.4651679 0.57391917 0.45615091 0.37852205] [ 0.59210422 0.409856 0.50404253 0.6181805 0.44184249] [ 0.57651608 0.5043239 0.44718458 0.69156448 0.42120272] [ 0.54453944 0.53328691 0.53218204 0.28531029 0.46503728] [ 0.64587037 0.54235043 0.54385395 0.53703409 0.39839217] [ 0.56587128 0.53249003 0.44184604 0.46129077 0.33358129] [ 0.58159774 0.63826321 0.43920365 0.47862153 0.49602479] [ 0.50892164 0.31605916 0.75415171 0.53954495 0.42380423] [ 0.62798839 0.47756655 0.31578549 0.7111719 0.49222068] [ 0.63239293 0.55585641 0.43258319 0.71027408 0.50302382] [ 0.51687544 0.45431197 0.5270892 0.64027148 0.36320481] [ 0.49150162 0.39464191 0.36994908 0.72088808 0.43073981] [ 0.54910625 0.30813703 0.41209248 0.59139544 0.38389907] [ 0.62086861 0.51850993 0.51154419 0.49144995 0.49458734] [ 0.55717311 0.5899496 0.34689942 0.58380613 0.50414583] [ 0.56285261 0.43564857 0.50808291 0.3292553 0.36924226] [ 0.5907631 0.64057433 0.51385043 0.44620373 0.43809494] [ 0.55866231 0.43542989 0.510233 0.70352991 0.33589053] [ 0.49644105 0.53209638 0.49922817 0.51777488 0.36864012] [ 0.54413223 0.47229111 0.61242806 0.34620866 0.36404023] [ 0.48332521 0.373897 0.48336293 0.8399767 0.52868874] [ 0.47398131 0.52509919 0.54132966 0.45220494 0.47802903] [ 0.53271557 0.50845472 0.44330419 0.55227033 0.54913586] [ 0.41269594 0.47028483 0.49299683 0.35323162 0.48668416] [ 0.51192921 0.30939965 0.58050846 0.78557621 0.60542765] [ 0.53595965 0.35357066 0.47344031 0.6647867 0.34632233] [ 0.45810817 0.47718929 0.57710559 0.47873695 0.47761174] [ 0.5698124 0.41794826 0.37118107 0.5116514 0.4675957 ] [ 0.55339272 0.39604125 0.41559101 0.7160875 0.29320694] [ 0.55289907 0.53438411 0.40362698 0.51933403 0.49877647] [ 0.53798306 0.42190256 0.54735231 0.77479008 0.57262251] [ 0.54551772 0.41798459 0.542611 0.57416202 0.50346312] [ 0.48883177 0.52022369 0.45895977 0.62454705 0.36323588] [ 0.58865273 0.53207352 0.58194185 0.20871883 0.52266266] [ 0.45167678 0.40646955 0.47155535 0.58629195 0.49782334] [ 0.57879042 0.45185038 0.46395278 0.6311743 0.39111125] [ 0.49609295 0.53508533 0.47866688 0.58566781 0.43876651] [ 0.50042104 0.45011486 0.5715443 0.25962257 0.40832533] [ 0.54622042 0.565984 0.48166564 0.57550417 0.36157704] [ 0.62318336 0.48611831 0.55733763 0.24465256 0.48939211] [ 0.64635326 0.52767863 0.50036085 0.52972627 0.36022899] [ 0.49725944 0.42723287 0.40351302 0.48441652 0.40021674] [ 0.46778753 0.3894569 0.43588689 0.71331446 0.33608575] [ 0.66630575 0.50580985 0.57566105 0.34807363 0.30729578] [ 0.53062201 0.50155713 0.51842276 0.43928724 0.37138825] [ 0.47529183 0.51215737 0.61640534 0.32165285 0.42104538] [ 0.53079014 0.46885007 0.5237695 0.68293765 0.35693233] [ 0.55927276 0.48068516 0.57836262 0.48770754 0.45153177] [ 0.57085591 0.48701573 0.36563709 0.50964409 0.394759 ] [ 0.67583772 0.53309862 0.34850615 0.38847908 0.35760256] [ 0.52385073 0.37859499 0.5841464 0.7368324 0.40311217] [ 0.60315499 0.48615626 0.62930679 0.46795966 0.58732398] [ 0.60206301 0.31652491 0.5599708 0.62075488 0.33143114] [ 0.54887646 0.60685173 0.37884849 0.56237291 0.55122907] [ 0.56490499 0.394625 0.4031825 0.75359289 0.44313814] [ 0.51705609 0.58296013 0.56237457 0.25369533 0.40170741] [ 0.57596721 0.44837357 0.57528071 0.20163331 0.44501682] [ 0.63644637 0.52079122 0.43664522 0.51486165 0.42996229] [ 0.5289778 0.39883357 0.45163211 0.69771101 0.32527583] [ 0.54614515 0.41777315 0.44625419 0.35787776 0.52845235] [ 0.52430957 0.39677161 0.46515155 0.70359617 0.38528777] [ 0.57394484 0.46198684 0.41086717 0.34145541 0.42855042] [ 0.45783942 0.33829212 0.42779615 0.47878541 0.45173182] [ 0.60048199 0.45868894 0.39704706 0.65973086 0.5092261 ] [ 0.54233371 0.40498423 0.40684042 0.86193477 0.39514234] [ 0.60669243 0.53605377 0.54092938 0.46148658 0.49540244] [ 0.4306656 0.51895172 0.56173285 0.33739246 0.43680524] [ 0.44656102 0.40335234 0.51891415 0.75099107 0.48497317] [ 0.43597604 0.29755268 0.48391861 0.82211207 0.57680708] [ 0.56086433 0.42206998 0.47924851 0.40873195 0.34871111] [ 0.64689647 0.54517812 0.37382097 0.64751775 0.38010148] [ 0.54500796 0.4671583 0.55915222 0.37956657 0.36438986] [ 0.55043119 0.58169302 0.63366686 0.36926958 0.48257821] [ 0.50352814 0.44520413 0.5218744 0.53566332 0.34498215] [ 0.51730634 0.3786421 0.69165833 0.50505218 0.41735844] [ 0.48477807 0.26340516 0.51511448 0.74199802 0.44638655] [ 0.55687487 0.35395175 0.50818672 0.48440424 0.38441323] [ 0.65899261 0.45908319 0.49422982 0.48655258 0.54763534] [ 0.4756378 0.39375503 0.52199822 0.56630811 0.34839443] [ 0.55497917 0.4930798 0.48806792 0.54925477 0.32273467] [ 0.59862792 0.5973483 0.55730364 0.28062763 0.54021535] [ 0.55283305 0.22294025 0.61701709 0.81890025 0.5892622 ] [ 0.48874972 0.41281717 0.53541049 0.61317229 0.40783188] [ 0.60297831 0.44808368 0.45204437 0.41504055 0.39338612] [ 0.57531112 0.39736337 0.51400443 0.75851717 0.41555015] [ 0.60155357 0.54812801 0.48937976 0.37503278 0.38953322] [ 0.57541121 0.39853861 0.35641042 0.79440278 0.32282376] [ 0.49186292 0.41789913 0.50921682 0.35019153 0.60287236] [ 0.55113291 0.48036114 0.53230611 0.39243521 0.4751981 ] [ 0.49714611 0.57811992 0.58965839 0.28471463 0.55084819] [ 0.45330234 0.4525586 0.52399784 0.47598983 0.47963392] [ 0.5265605 0.49293691 0.56435182 0.64537653 0.49234136] [ 0.43598357 0.38343811 0.52822413 0.74041011 0.45345263] [ 0.61834549 0.59424965 0.39033979 0.38010784 0.48826068] [ 0.52333076 0.37150451 0.62056422 0.56084122 0.35359706] [ 0.64368871 0.512551 0.65195801 0.53993809 0.42812198] [ 0.59753239 0.58328286 0.28082054 0.61302542 0.36399061] [ 0.60843415 0.39916574 0.4578145 0.65131446 0.34467656] [ 0.59227267 0.46425686 0.36750835 0.40244616 0.41676472] [ 0.47555801 0.41287316 0.48551731 0.62208831 0.47769702] [ 0.49290809 0.61087258 0.49486405 0.29261999 0.49059666] [ 0.59453944 0.37489743 0.53863158 0.51819007 0.61664004] [ 0.51800227 0.41248338 0.61244923 0.65937108 0.41938995] [ 0.51198204 0.70920891 0.51568324 0.64426145 0.44704901] [ 0.62807334 0.59153384 0.38945169 0.77135435 0.34935924] [ 0.64828725 0.5971088 0.55712269 0.73308751 0.52327612] [ 0.55351493 0.46719482 0.51984064 0.60114987 0.37891237] [ 0.51155586 0.44013262 0.52939931 0.54734701 0.4854688 ] [ 0.48149321 0.51527496 0.40192525 0.56963591 0.35103329] [ 0.56936029 0.50966908 0.51368013 0.38901633 0.51760193] [ 0.53870727 0.54881779 0.52927944 0.52777211 0.46764916] [ 0.55266779 0.51276028 0.38060858 0.63150724 0.50600935] Progress: 1.8% ... Training loss: 0.978 ... Validation loss: 1.366[ 0.52485074 0.44028811 0.43920391 0.7408823 0.42682224] [ 0.5459245 0.49533625 0.49817094 0.54331863 0.34735911] [ 0.46844745 0.61588147 0.574529 0.53488764 0.46289334] [ 0.53574575 0.43402849 0.49006327 0.45113244 0.44330308] [ 0.62651193 0.49139828 0.40564535 0.50755756 0.5210194 ] [ 0.62284815 0.46026751 0.63042297 0.28156308 0.54890199] [ 0.6416103 0.31981762 0.44466573 0.65897262 0.38979065] [ 0.56496157 0.46121849 0.53520619 0.75033337 0.4285569 ] [ 0.58611387 0.57064751 0.40662194 0.48284854 0.34224032] [ 0.65182943 0.53129952 0.32713378 0.57662581 0.31763233] [ 0.61935363 0.46531051 0.42055055 0.56986231 0.35367109] [ 0.62960594 0.47946895 0.46550393 0.60569975 0.37655715] [ 0.56419768 0.46598002 0.42862631 0.72839663 0.32825245] [ 0.48139477 0.33747224 0.62327138 0.71587495 0.46218454] [ 0.48844979 0.35917797 0.68580105 0.55108721 0.40430756] [ 0.56468245 0.40048205 0.43903557 0.64068388 0.47457324] [ 0.55563676 0.67059079 0.47592645 0.55839941 0.40068152] [ 0.54617885 0.60910604 0.45426969 0.70922669 0.3266927 ] [ 0.46176524 0.29889745 0.61515253 0.55235804 0.46604271] [ 0.46400728 0.43510586 0.65660182 0.29752639 0.58193681] [ 0.44528703 0.28402912 0.5755297 0.49591129 0.51064318] [ 0.52797657 0.49178725 0.45076506 0.45259266 0.54874187] [ 0.57646075 0.40361217 0.51124021 0.3617446 0.35778583] [ 0.52156024 0.25062877 0.41015651 0.79759914 0.357679 ] [ 0.47741502 0.40420513 0.42735438 0.74790621 0.32657196] [ 0.51526891 0.60350298 0.55861116 0.61058037 0.46362275] [ 0.52111638 0.42886791 0.6002004 0.68727345 0.32150859] [ 0.50832173 0.5613763 0.55030933 0.37918749 0.49204259] [ 0.54803673 0.48833184 0.47164018 0.53472043 0.55230558] [ 0.62281669 0.58575664 0.48200468 0.60773699 0.48522099] [ 0.62671329 0.50088882 0.43092708 0.59583961 0.40737538] [ 0.57571839 0.59817182 0.52554546 0.46167544 0.57860186] [ 0.54110887 0.51049801 0.53061241 0.47292753 0.55490354] [ 0.52428169 0.55756281 0.64435268 0.4848738 0.48024619] [ 0.51211091 0.54915269 0.50363129 0.51427135 0.53121772] [ 0.51715985 0.41595303 0.55417346 0.65487063 0.26817601] [ 0.54754566 0.49569172 0.50672215 0.46589124 0.53784132] [ 0.53062705 0.57415829 0.52246598 0.48606095 0.46072387] [ 0.48516283 0.52019533 0.50857691 0.41567829 0.48597733] [ 0.61880389 0.43833658 0.47779925 0.34703767 0.37340094] [ 0.5811109 0.40445025 0.56982227 0.7072792 0.44857045] [ 0.57267665 0.4903904 0.46034129 0.55288248 0.53260231] [ 0.55358516 0.43995566 0.36682042 0.64007484 0.48045131] [ 0.58826958 0.53909722 0.35340611 0.75889123 0.44685262] [ 0.50254343 0.47503118 0.54645132 0.44872027 0.47367041] [ 0.51377143 0.46362966 0.47598155 0.46501713 0.43681015] [ 0.58950217 0.44775047 0.51876937 0.34287588 0.4426613 ] [ 0.56912436 0.54839551 0.49942731 0.33604841 0.61117951] [ 0.66380681 0.67392954 0.61009816 0.51840314 0.40553843] [ 0.59894903 0.43901812 0.47419537 0.59306966 0.62534213] [ 0.52134561 0.47639167 0.55983148 0.52797076 0.54676313] [ 0.48596898 0.42015826 0.67092228 0.62213526 0.38152975] [ 0.6133177 0.54013228 0.44391074 0.41925822 0.3718444 ] [ 0.54007395 0.55985028 0.43098575 0.44760949 0.38877924] [ 0.58050026 0.50465166 0.57982897 0.41134503 0.65846043] [ 0.53414448 0.46333328 0.45741024 0.61939527 0.35948388] [ 0.58587558 0.41667169 0.53698992 0.38481662 0.44216829] [ 0.48265077 0.40228414 0.43758147 0.46903593 0.46831049] [ 0.49943467 0.5030902 0.56394927 0.67667958 0.4931118 ] [ 0.58253078 0.45122809 0.47992736 0.35549569 0.39273748] [ 0.63472784 0.4916163 0.49934114 0.39637982 0.35137504] [ 0.51467993 0.54273412 0.49276327 0.28995327 0.53868901] [ 0.49634753 0.49561146 0.50802899 0.67096627 0.49488906] [ 0.46759717 0.60438188 0.56717622 0.27922435 0.47743924] [ 0.51535196 0.45518469 0.52711193 0.64079881 0.36349244] [ 0.46840097 0.30240873 0.56062195 0.58508365 0.39508558] [ 0.6054062 0.49225996 0.45331017 0.59041714 0.44758185] [ 0.54858373 0.56962971 0.36661058 0.40066771 0.31984499] [ 0.56882135 0.46978431 0.55750089 0.56213946 0.47187948] [ 0.66550304 0.54093644 0.25354516 0.45808091 0.30756261] [ 0.6712673 0.55952883 0.3827058 0.44594347 0.33964308] [ 0.52686704 0.43814492 0.405902 0.72997542 0.26215473] [ 0.55515039 0.38290105 0.54075618 0.66301728 0.45972922] [ 0.51743598 0.3312771 0.44066318 0.49357661 0.61726737] [ 0.58861598 0.53785943 0.45503302 0.60780092 0.40071782] [ 0.44727833 0.5075213 0.41149288 0.47424699 0.5768728 ] [ 0.55138433 0.53770191 0.61679154 0.46036214 0.46975867] [ 0.53154605 0.57177129 0.47435889 0.51821013 0.49015419] [ 0.61056349 0.56007897 0.48006148 0.53502711 0.37746287] [ 0.57989258 0.51210361 0.48694819 0.44468722 0.46379547] [ 0.62492398 0.61669825 0.50741359 0.45853587 0.4427059 ] [ 0.46389164 0.43584919 0.58969731 0.31045745 0.42584412] [ 0.47278815 0.34267702 0.58753243 0.78929983 0.56167373] [ 0.50248703 0.51234528 0.37388581 0.30989386 0.37647177] [ 0.55322931 0.4248943 0.55691771 0.4844578 0.52995957] [ 0.40655838 0.37975762 0.50182742 0.84296939 0.54933697] [ 0.55015074 0.45787422 0.64124331 0.38106648 0.48185297] [ 0.57077007 0.56138836 0.47749077 0.6622187 0.44021155] [ 0.48048569 0.59934472 0.45046633 0.26260016 0.43296482] [ 0.51664125 0.45465601 0.3488395 0.74952865 0.29353454] [ 0.63269739 0.46565923 0.44838505 0.76454697 0.47072782] [ 0.56069599 0.46899476 0.51210332 0.52373013 0.41596901] [ 0.52151078 0.54930091 0.56365776 0.57230209 0.56533624] [ 0.60298001 0.53073939 0.48034505 0.32867179 0.47842687] [ 0.59805368 0.43354672 0.56676225 0.40440629 0.62986323] [ 0.53414448 0.46333328 0.45741024 0.61939527 0.35948388] [ 0.47111659 0.38742239 0.56324504 0.73565303 0.50741207] [ 0.51244604 0.5232786 0.45413492 0.53595649 0.39001811] [ 0.48049189 0.42561146 0.58824575 0.64894288 0.43684158] [ 0.50781132 0.45550675 0.55292393 0.80634951 0.518233 ] [ 0.57440993 0.51576688 0.48650785 0.39049511 0.43103932] [ 0.56647191 0.57710884 0.49713389 0.31225323 0.42306374] [ 0.51188008 0.49865924 0.51737557 0.48241604 0.51719594] [ 0.56538627 0.54581008 0.39650611 0.41422871 0.34417047] [ 0.63020388 0.55573525 0.549546 0.60530399 0.44256864] [ 0.55253835 0.36915244 0.60348554 0.54765983 0.45081962] [ 0.57647987 0.35230523 0.49535219 0.82573752 0.43658162] [ 0.61092638 0.63718755 0.45740244 0.47929387 0.41734604] [ 0.56935555 0.37529784 0.3474116 0.60209628 0.35189624] [ 0.51271914 0.44453936 0.47052475 0.20443657 0.41888598] [ 0.60217369 0.53228532 0.45015738 0.53627451 0.34995295] [ 0.52091056 0.55696657 0.56823187 0.32279472 0.43121218] [ 0.44248107 0.31885899 0.48385063 0.63675227 0.45804133] [ 0.5350399 0.41085851 0.35802508 0.75794026 0.27821232] [ 0.55536616 0.64326897 0.52378682 0.56315051 0.46521526] [ 0.58548051 0.44407617 0.47567065 0.21782968 0.37684434] [ 0.53108998 0.35711927 0.49904284 0.82383035 0.33745558] [ 0.52782973 0.33717952 0.63592372 0.3830614 0.51508994] [ 0.62851768 0.60192199 0.32539822 0.67935907 0.44528293] [ 0.56678807 0.60840548 0.44183166 0.42846573 0.49088575] [ 0.55161844 0.4320179 0.42544725 0.57017657 0.38556067] [ 0.64240059 0.36881906 0.33703016 0.68157646 0.29361276] [ 0.5401053 0.62396888 0.38643226 0.58149346 0.4253268 ] [ 0.64068541 0.61631609 0.43866662 0.56068284 0.32097222] [ 0.60757169 0.47688677 0.47817395 0.50520816 0.52514408] [ 0.61539813 0.67684044 0.3795244 0.61982556 0.37554156] [ 0.47137653 0.46735837 0.55597889 0.41598163 0.3978158 ] [ 0.56139822 0.40553433 0.44862582 0.49452089 0.46879667] Progress: 1.9% ... Training loss: 0.974 ... Validation loss: 1.373[ 0.54273716 0.49478538 0.49804918 0.39874778 0.5808658 ] [ 0.42897218 0.45130824 0.51660098 0.46292512 0.48276712] [ 0.5582957 0.57473427 0.57823959 0.57714657 0.50146799] [ 0.61221731 0.49629946 0.4201718 0.35897142 0.48629144] [ 0.55928786 0.4548703 0.45071042 0.44330945 0.50616506] [ 0.6023308 0.41461944 0.43928655 0.61002881 0.40247263] [ 0.63669625 0.52406368 0.34370788 0.73354181 0.34010429] [ 0.52028359 0.46179744 0.47682484 0.44264521 0.4607568 ] [ 0.73061524 0.66480537 0.24857699 0.55355575 0.28969128] [ 0.61516175 0.6131026 0.55922153 0.39553986 0.40781735] [ 0.52878967 0.58246401 0.49095397 0.32513418 0.56106744] [ 0.537036 0.44182809 0.53561133 0.31574227 0.38878855] [ 0.41331457 0.39559427 0.53355019 0.81735462 0.5169293 ] [ 0.50023867 0.39830422 0.46793494 0.73875064 0.54023124] [ 0.66712126 0.50572898 0.45912646 0.40082565 0.37726618] [ 0.61916381 0.50795602 0.51694118 0.46635016 0.29988272] [ 0.60328845 0.47627353 0.50720654 0.45731022 0.40257864] [ 0.52508504 0.36799652 0.57482517 0.75785057 0.43012158] [ 0.57969485 0.4372818 0.40646145 0.35949056 0.37513066] [ 0.60692525 0.51302657 0.46441623 0.58365922 0.50399006] [ 0.55785905 0.49711635 0.42248186 0.34714308 0.34850254] [ 0.60744972 0.49300493 0.45489676 0.51815942 0.44141249] [ 0.53473186 0.28958559 0.4806097 0.64593566 0.36523075] [ 0.65719561 0.61972651 0.2902019 0.7259803 0.37521006] [ 0.4236826 0.43348052 0.52798755 0.49396127 0.5131663 ] [ 0.59733493 0.50208019 0.44835092 0.55605449 0.51409694] [ 0.54110845 0.48098729 0.56537679 0.64812525 0.55545324] [ 0.6241079 0.61606691 0.48249493 0.54882443 0.46960033] [ 0.5242408 0.58746442 0.44728608 0.61876716 0.44057815] [ 0.54679187 0.27555073 0.6164012 0.75745967 0.50100929] [ 0.57669633 0.62213539 0.32663715 0.58632581 0.29792052] [ 0.52092217 0.45661762 0.55987175 0.31619281 0.39957407] [ 0.60651408 0.48816157 0.51567791 0.6319903 0.36427354] [ 0.45405496 0.38693956 0.55936396 0.70338122 0.40850166] [ 0.52630042 0.43243926 0.53092485 0.71856334 0.59632228] [ 0.56757187 0.52811448 0.55997086 0.36451058 0.4872805 ] [ 0.54310572 0.45186336 0.50011821 0.4616631 0.50482399] [ 0.50392503 0.54793566 0.56155748 0.4133466 0.52651418] [ 0.62369712 0.53487121 0.50066257 0.34134734 0.46485829] [ 0.53405219 0.49545863 0.4792511 0.64220134 0.49876739] [ 0.62771437 0.60533194 0.42191899 0.51633233 0.39735564] [ 0.52921008 0.50951124 0.56341445 0.55697593 0.437119 ] [ 0.4814428 0.45868749 0.53827914 0.42941796 0.3947294 ] [ 0.56327535 0.38422004 0.5710503 0.76976608 0.36324993] [ 0.53435029 0.3021646 0.64070643 0.64516106 0.33070227] [ 0.5683092 0.3948607 0.31951826 0.65527292 0.37352772] [ 0.48247817 0.31944703 0.38580063 0.76790213 0.50422376] [ 0.53374521 0.57975664 0.65625632 0.36612172 0.48464309] [ 0.51673043 0.45550622 0.42065056 0.62191175 0.3568847 ] [ 0.60292179 0.55936988 0.62868432 0.5332167 0.43858909] [ 0.43051249 0.48261339 0.46973534 0.53670156 0.52019955] [ 0.6194833 0.50717598 0.36651307 0.52536217 0.46700841] [ 0.39737942 0.36600789 0.58650322 0.76472938 0.51574821] [ 0.60591486 0.43325246 0.5009082 0.24619271 0.37548162] [ 0.56853568 0.33227431 0.56811615 0.53510932 0.51848265] [ 0.51722549 0.58840049 0.59486355 0.29380188 0.52257914] [ 0.56504055 0.53986443 0.5802523 0.309896 0.59032902] [ 0.55520624 0.41778329 0.46339169 0.57307192 0.26502506] [ 0.54891493 0.49217999 0.4218642 0.66166127 0.33353246] [ 0.57946443 0.35380128 0.63096576 0.64944951 0.41509274] [ 0.617275 0.53612801 0.62286658 0.35636795 0.60234678] [ 0.55285977 0.38440909 0.43001596 0.81414911 0.39955772] [ 0.54790268 0.39584276 0.55568229 0.65389185 0.40403526] [ 0.57281967 0.50122935 0.45450762 0.54475235 0.49021121] [ 0.50800707 0.45877306 0.50978353 0.74426855 0.38906938] [ 0.57559872 0.44478133 0.39245924 0.55227081 0.48566663] [ 0.62051979 0.43996077 0.41184872 0.70231912 0.36937408] [ 0.57959224 0.41882912 0.45007841 0.48566161 0.38599758] [ 0.60514165 0.58214788 0.39613206 0.52632105 0.46504392] [ 0.54614534 0.52111653 0.58105169 0.60610958 0.48030608] [ 0.4912758 0.44572863 0.47554035 0.62443093 0.41069679] [ 0.49014611 0.27833013 0.6637767 0.69003176 0.45699509] [ 0.61593455 0.49935066 0.40639628 0.57895917 0.42983963] [ 0.51651529 0.4271599 0.41811929 0.58593661 0.40377846] [ 0.49645096 0.35261707 0.51023558 0.59881788 0.44595543] [ 0.51325144 0.48353478 0.37656584 0.53757272 0.40140025] [ 0.59993625 0.5135642 0.49420594 0.64185886 0.40452698] [ 0.47209235 0.36787354 0.65304057 0.61483831 0.50098246] [ 0.56614411 0.53631851 0.51626485 0.69161311 0.41975801] [ 0.66110336 0.39799936 0.44636278 0.83785421 0.55219644] [ 0.46965163 0.42046615 0.54252644 0.46777982 0.6330857 ] [ 0.48657842 0.52439537 0.56513895 0.55662819 0.36563057] [ 0.58547376 0.62026568 0.56016206 0.25989956 0.44073899] [ 0.4544641 0.29697079 0.43154656 0.8033501 0.38027192] [ 0.51208758 0.52229401 0.56682218 0.40014118 0.54703777] [ 0.55736558 0.39975232 0.39978489 0.61113494 0.29899304] [ 0.51009873 0.50568802 0.38712456 0.48164092 0.34111368] [ 0.62477036 0.47896023 0.35811093 0.62987646 0.32079331] [ 0.55664772 0.48709338 0.42749424 0.40936014 0.4414179 ] [ 0.48109449 0.44944459 0.48945991 0.44009158 0.43895969] [ 0.56383102 0.40471486 0.52483677 0.33870858 0.35063304] [ 0.53712496 0.22955792 0.46922855 0.81465982 0.47007295] [ 0.50566936 0.4848943 0.58537967 0.39316355 0.42491474] [ 0.50459466 0.42897807 0.52947872 0.4443548 0.39910529] [ 0.52245946 0.41063118 0.52315044 0.73013989 0.39932341] [ 0.62689382 0.46303983 0.53434767 0.40277245 0.39764346] [ 0.51533479 0.39962665 0.48898781 0.77278881 0.42231327] [ 0.45976073 0.61817283 0.35444316 0.5819757 0.40156991] [ 0.567469 0.32301306 0.39429954 0.74990237 0.33702552] [ 0.53426725 0.50678877 0.47562687 0.43403562 0.45955302] [ 0.53685291 0.49053581 0.54763573 0.39637903 0.54267474] [ 0.6088891 0.54330326 0.44708929 0.30509411 0.31605193] [ 0.56113329 0.50026879 0.45457744 0.45554941 0.45152258] [ 0.61028398 0.5583044 0.34858228 0.64400554 0.3612491 ] [ 0.5584637 0.40235102 0.436321 0.53323026 0.59566545] [ 0.56106188 0.44600404 0.46182196 0.47565226 0.46915511] [ 0.56817242 0.54006407 0.52378705 0.63814142 0.3367371 ] [ 0.57257106 0.398268 0.59207038 0.51658532 0.36797403] [ 0.48396896 0.45652094 0.56445618 0.7705354 0.46583139] [ 0.5148154 0.56426818 0.3959156 0.52929834 0.40684922] [ 0.53436782 0.50117596 0.3752863 0.5563125 0.32650706] [ 0.58301037 0.47219582 0.52014806 0.43247151 0.58821352] [ 0.50606449 0.41870538 0.53279466 0.40436654 0.52714493] [ 0.57073717 0.44793848 0.55079547 0.56544718 0.43351246] [ 0.5567002 0.38155152 0.55538602 0.77351234 0.58404573] [ 0.66303919 0.75315463 0.47370411 0.49280561 0.42329384] [ 0.47022284 0.46125433 0.54655733 0.32539241 0.63347433] [ 0.63011805 0.46727373 0.39677399 0.47068361 0.45538856] [ 0.46921497 0.48494967 0.4764928 0.77306186 0.56584859] [ 0.56107106 0.39577415 0.54433237 0.72763287 0.4140363 ] [ 0.54886752 0.33060001 0.52124112 0.53979743 0.43483386] [ 0.54982547 0.58018251 0.49490169 0.35697723 0.52020819] [ 0.51941868 0.61108739 0.55552177 0.5465585 0.53107758] [ 0.65437029 0.50997006 0.31201466 0.65859084 0.40070687] [ 0.47417969 0.55237344 0.6609839 0.51385328 0.41705715] [ 0.42358883 0.51538842 0.51979135 0.4533638 0.51682684] [ 0.60524279 0.6118365 0.56467821 0.57397056 0.5495469 ] [ 0.56918764 0.46585332 0.55057566 0.40968418 0.53903618] Progress: 1.9% ... Training loss: 0.972 ... Validation loss: 1.375[ 0.6299626 0.53328094 0.54940383 0.62490495 0.42065749] [ 0.64003802 0.48510524 0.47524936 0.38719754 0.40682136] [ 0.53501507 0.37041064 0.53764229 0.58058835 0.31781775] [ 0.55918124 0.44787601 0.45753594 0.58219487 0.58149492] [ 0.41660344 0.40188732 0.59534547 0.41258618 0.57133789] [ 0.4912733 0.45676003 0.56651895 0.80308096 0.44361391] [ 0.47948308 0.56448469 0.47103037 0.39192836 0.49038034] [ 0.62164952 0.45718443 0.53856282 0.4494629 0.50630568] [ 0.45052228 0.34524534 0.64894193 0.71574253 0.46389086] [ 0.5641092 0.37668653 0.52712663 0.52747169 0.4974403 ] [ 0.58572166 0.3911151 0.42702174 0.61416648 0.42816206] [ 0.53563873 0.43434822 0.40572206 0.31548375 0.4526163 ] [ 0.52641518 0.5743938 0.52745941 0.24875202 0.38754128] [ 0.54100685 0.44214391 0.53076452 0.45096598 0.40579344] [ 0.58727024 0.61142232 0.48717257 0.5804098 0.43611354] [ 0.54266312 0.43667302 0.42328636 0.67579931 0.24674603] [ 0.5904809 0.60811778 0.53070476 0.47849404 0.34186721] [ 0.50824396 0.35066508 0.56574905 0.65294617 0.39063173] [ 0.54748414 0.46385802 0.51363522 0.39012477 0.52856712] [ 0.53838646 0.59843568 0.44847357 0.43473343 0.45382822] [ 0.69771877 0.56358354 0.44666423 0.47154145 0.37676452] [ 0.51009193 0.383358 0.49936517 0.42558875 0.4852495 ] [ 0.54895216 0.59477496 0.56535912 0.34588674 0.46010751] [ 0.56413729 0.35436165 0.6188735 0.6126891 0.45581191] [ 0.60382404 0.3783205 0.46027856 0.34930546 0.41802323] [ 0.52257355 0.43473134 0.55239191 0.59213409 0.33521084] [ 0.44974427 0.46090265 0.51336577 0.66760916 0.4486274 ] [ 0.53488113 0.61900898 0.43806101 0.41820954 0.38480202] [ 0.46169678 0.32841916 0.53453774 0.84200701 0.57310705] [ 0.52245909 0.62604269 0.47247878 0.36962734 0.41448256] [ 0.67306892 0.57843152 0.31570446 0.6671536 0.43419591] [ 0.52122915 0.43964908 0.59533551 0.68888827 0.47174565] [ 0.62819835 0.50691193 0.40785556 0.49906027 0.29001553] [ 0.55786098 0.40265488 0.43632247 0.53345387 0.59578832] [ 0.51300197 0.28632349 0.42351618 0.79196196 0.38026674] [ 0.48102404 0.45269614 0.60450916 0.57719319 0.44468156] [ 0.54345462 0.43426488 0.53368185 0.74635052 0.50219987] [ 0.49795534 0.35791383 0.43921689 0.83795568 0.53387259] [ 0.51195994 0.4501141 0.55882118 0.43732855 0.5261078 ] [ 0.59108325 0.46726379 0.40207089 0.36568822 0.47314343] [ 0.63448442 0.46219932 0.47095729 0.40193503 0.4035799 ] [ 0.53104253 0.51887861 0.32325543 0.5007065 0.37201879] [ 0.58670484 0.58741039 0.44223333 0.5822033 0.30447283] [ 0.58013643 0.53230266 0.48722774 0.34114826 0.50116174] [ 0.59441643 0.44869609 0.54370731 0.24226756 0.51844996] [ 0.50851053 0.5111633 0.51188289 0.35784961 0.45304113] [ 0.53047759 0.45928044 0.48013314 0.36391297 0.37134014] [ 0.51642156 0.40099913 0.48554553 0.68035726 0.34961973] [ 0.52121271 0.44362716 0.44176811 0.31412237 0.40513858] [ 0.52989467 0.49213524 0.37106768 0.44596275 0.46940568] [ 0.48351691 0.4993702 0.46307666 0.65585191 0.31734014] [ 0.61517668 0.51801607 0.51094896 0.55253287 0.39883606] [ 0.53065544 0.47962964 0.53792289 0.53095533 0.55040988] [ 0.53577702 0.42592373 0.59807185 0.49564522 0.36711312] [ 0.54714804 0.58133534 0.55080773 0.38537955 0.45506352] [ 0.64205488 0.5481222 0.3738678 0.64926459 0.38112837] [ 0.52329236 0.58885732 0.63021042 0.44350992 0.54446233] [ 0.47197487 0.42053769 0.41524058 0.72147059 0.37492183] [ 0.60744269 0.53242477 0.43604221 0.51481575 0.38753853] [ 0.60094046 0.57426516 0.40344741 0.38016562 0.38172346] [ 0.55984565 0.45657293 0.43160021 0.59667746 0.48023894] [ 0.59480529 0.49242415 0.55340091 0.35013654 0.44536844] [ 0.44117235 0.36925321 0.52239862 0.70221009 0.42392322] [ 0.56118158 0.51590925 0.5203907 0.44567371 0.56983786] [ 0.65980099 0.48231281 0.40253211 0.55806848 0.44142443] [ 0.57952363 0.48935204 0.54700396 0.34660173 0.50397216] [ 0.464989 0.38505464 0.58107395 0.71133003 0.54986614] [ 0.59483343 0.55327347 0.4585823 0.56878165 0.46550499] [ 0.52756973 0.51262605 0.38456027 0.5005972 0.37443975] [ 0.54804927 0.48054052 0.53544392 0.58389597 0.51122933] [ 0.5027397 0.46876258 0.51818225 0.56972794 0.48118327] [ 0.65354577 0.56408391 0.3473207 0.70544181 0.35519188] [ 0.61320247 0.43540047 0.50381044 0.59203564 0.35532893] [ 0.47855309 0.44339612 0.44685813 0.62603086 0.52783498] [ 0.61450907 0.56251872 0.53766028 0.4913111 0.42675232] [ 0.53619607 0.45159979 0.50575171 0.6841503 0.40098483] [ 0.50395463 0.64626295 0.49968933 0.65068452 0.43957159] [ 0.62881832 0.59855524 0.57143123 0.39035261 0.45025835] [ 0.61844578 0.53544729 0.62286367 0.35594166 0.60210451] [ 0.52131804 0.4723502 0.46476829 0.50392909 0.40261481] [ 0.64142914 0.55296682 0.58698052 0.38666131 0.54995733] [ 0.58570152 0.28067803 0.44324362 0.81468662 0.38536701] [ 0.4574413 0.43705357 0.54222604 0.78430219 0.48107517] [ 0.46341297 0.38529897 0.63499833 0.68431339 0.42772235] [ 0.46799256 0.49558965 0.60833269 0.33340249 0.48147119] [ 0.50506226 0.52028672 0.59487424 0.62537101 0.44216697] [ 0.53474593 0.28954424 0.48060966 0.64591919 0.36523044] [ 0.60006746 0.54200584 0.46956582 0.2670951 0.42957051] [ 0.4385271 0.38746482 0.52785946 0.66705127 0.3779744 ] [ 0.61012454 0.39354422 0.53119844 0.50841071 0.42875162] [ 0.58115044 0.541802 0.65544685 0.28380565 0.54145387] [ 0.48577186 0.40890858 0.5376434 0.78890543 0.41711537] [ 0.54492272 0.48418524 0.47353655 0.36227809 0.47960885] [ 0.50831919 0.43486923 0.61386167 0.6582755 0.42823405] [ 0.656941 0.47467247 0.38030845 0.61642567 0.37320674] [ 0.6062199 0.38659854 0.39662813 0.35955551 0.48413215] [ 0.51531829 0.49732577 0.51850004 0.22661755 0.51670614] [ 0.49478542 0.45776519 0.55130584 0.37062224 0.55351303] [ 0.55911003 0.49740029 0.47268281 0.52311751 0.3823102 ] [ 0.50746353 0.48929537 0.41497954 0.69226084 0.43566068] [ 0.63490127 0.45339536 0.52103844 0.40786957 0.41408948] [ 0.53078931 0.45434924 0.51103705 0.75284554 0.36941285] [ 0.66998516 0.63857504 0.37203373 0.49093958 0.33076245] [ 0.55622034 0.53242617 0.40359187 0.51792972 0.49805908] [ 0.47338115 0.50981125 0.64279077 0.51984926 0.47089498] [ 0.66985717 0.49144513 0.44082457 0.62755378 0.46933639] [ 0.52559944 0.5219009 0.45728884 0.47545975 0.46970138] [ 0.51052405 0.34448901 0.51933413 0.65373923 0.39543226] [ 0.59587696 0.5379944 0.46882275 0.5277308 0.42014542] [ 0.60399119 0.44132927 0.30066293 0.56936632 0.431455 ] [ 0.48720831 0.37180403 0.50080115 0.81689111 0.54197981] [ 0.65209108 0.49000101 0.45243535 0.48768069 0.3321365 ] [ 0.51358371 0.28979938 0.51851311 0.66533218 0.45043631] [ 0.58620351 0.50268422 0.33371263 0.36534004 0.32842531] [ 0.43238152 0.50196032 0.5348763 0.78117516 0.46609713] [ 0.5031068 0.46906463 0.52737526 0.71333586 0.38796523] [ 0.72736903 0.59483197 0.40260684 0.4701862 0.40991915] [ 0.54003966 0.44651241 0.50207625 0.73187514 0.51960337] [ 0.63390764 0.49000516 0.5127757 0.29665173 0.46574281] [ 0.56868707 0.48878723 0.51159644 0.40603656 0.42044955] [ 0.56799665 0.42526031 0.43152712 0.57675092 0.40083833] [ 0.55315527 0.33889333 0.49550741 0.81174277 0.38136109] [ 0.56560077 0.40340202 0.52651632 0.3572393 0.48194853] [ 0.48069502 0.51776471 0.49155632 0.57189221 0.42423749] [ 0.54447492 0.50029329 0.35241296 0.54795186 0.31514569] [ 0.53715543 0.40511215 0.37491741 0.3567226 0.35261389] [ 0.72394194 0.47739446 0.38434389 0.68231805 0.41905583] [ 0.5730482 0.30939219 0.39406166 0.31111624 0.39940669] Progress: 1.9% ... Training loss: 0.969 ... Validation loss: 1.377[ 0.55316419 0.47019911 0.47894574 0.40353804 0.36198437] [ 0.66156918 0.50707475 0.50802036 0.45196605 0.43610913] [ 0.54349451 0.49432684 0.49804852 0.39844644 0.58071695] [ 0.46646103 0.5519682 0.45069451 0.29142236 0.50550777] [ 0.54050666 0.63706885 0.61827144 0.58355776 0.37925493] [ 0.42714827 0.38820673 0.52828579 0.74296798 0.45527634] [ 0.53682557 0.37989705 0.54576116 0.63852883 0.39883234] [ 0.58882873 0.53427382 0.52024169 0.46688681 0.48677227] [ 0.44361974 0.33712997 0.49748336 0.65551473 0.53615618] [ 0.58199928 0.5434269 0.62223318 0.38253268 0.53109832] [ 0.45662386 0.46078787 0.45125841 0.63842013 0.32843045] [ 0.5880005 0.53771738 0.37924236 0.43391195 0.32197807] [ 0.65144571 0.58655094 0.42117506 0.77091398 0.46244785] [ 0.48249908 0.47968272 0.49004754 0.65085833 0.39107848] [ 0.46357592 0.60597596 0.51201713 0.5675611 0.49041439] [ 0.4538807 0.526864 0.54513957 0.57555138 0.44242645] [ 0.58285519 0.53857999 0.27901217 0.50153769 0.41039005] [ 0.54770617 0.60899733 0.569804 0.25669942 0.35688904] [ 0.48690654 0.4846835 0.56738259 0.73518809 0.38681348] [ 0.48767497 0.67710116 0.53656451 0.62133748 0.4498133 ] [ 0.55013706 0.53080006 0.36832503 0.3897804 0.41926794] [ 0.52131964 0.36184871 0.56647817 0.60514657 0.37779364] [ 0.53452331 0.45982486 0.43337656 0.55103734 0.50440796] [ 0.54196824 0.38041331 0.59545461 0.54367696 0.43520189] [ 0.59374772 0.47453509 0.4473627 0.23664465 0.32347241] [ 0.62503451 0.47488341 0.43680968 0.45441232 0.35397538] [ 0.61340128 0.50634675 0.56776941 0.46384658 0.55498449] [ 0.57493742 0.4123598 0.47055989 0.53424402 0.35616505] [ 0.56190589 0.35898016 0.58516308 0.45320069 0.42901013] [ 0.53864257 0.48812425 0.47716519 0.37565345 0.40147422] [ 0.50595395 0.45116247 0.64846644 0.74737541 0.40635141] [ 0.5955583 0.41596767 0.43516491 0.50519626 0.35693827] [ 0.53762789 0.41129762 0.4855567 0.47805087 0.46443409] [ 0.50867747 0.48293776 0.42199188 0.45337436 0.51390033] [ 0.48146567 0.48598406 0.60531389 0.66966285 0.40454679] [ 0.51380123 0.40242762 0.48554459 0.68121729 0.3500898 ] [ 0.5483251 0.46337917 0.51363553 0.38978834 0.52839617] [ 0.64139123 0.52656632 0.51413962 0.49705055 0.36558518] [ 0.53175675 0.58105436 0.41974309 0.42807108 0.47664743] [ 0.47168822 0.47301373 0.37466125 0.75333339 0.49884872] [ 0.56125042 0.37808743 0.41311734 0.53696977 0.5603021 ] [ 0.46426248 0.54186887 0.44105146 0.42264053 0.40485357] [ 0.59337352 0.48824683 0.434193 0.44713245 0.39662033] [ 0.53807052 0.22877963 0.61711484 0.82222808 0.59223116] [ 0.5553846 0.38813899 0.52382199 0.61967374 0.41028188] [ 0.58382461 0.4875026 0.45821003 0.52816767 0.42675389] [ 0.45180913 0.50656497 0.45730969 0.33102231 0.53432979] [ 0.48862733 0.42145489 0.62647834 0.4354697 0.4744735 ] [ 0.46840094 0.45322223 0.567135 0.53439888 0.50377002] [ 0.56095478 0.52613111 0.45085361 0.723906 0.41795503] [ 0.53946077 0.51266893 0.53889371 0.5882322 0.37841907] [ 0.58304204 0.53462047 0.45703963 0.24358544 0.36967724] [ 0.47512543 0.36299833 0.52087707 0.49634142 0.42655168] [ 0.49912045 0.4072382 0.59903654 0.72070865 0.45310903] [ 0.6042321 0.52641446 0.43458267 0.33274821 0.43069513] [ 0.58710502 0.44032669 0.51632579 0.67210402 0.52128377] [ 0.45669505 0.52120009 0.54939441 0.59232036 0.55494674] [ 0.50377431 0.42016976 0.51037915 0.6807589 0.37496499] [ 0.5588306 0.35185279 0.41002066 0.45488855 0.45235232] [ 0.55165687 0.51040937 0.32438472 0.70035402 0.38547403] [ 0.63899424 0.44999199 0.44194624 0.27813721 0.31610665] [ 0.57436851 0.57911944 0.47571876 0.68702023 0.56422812] [ 0.57187145 0.47752605 0.69293996 0.51599561 0.53282974] [ 0.59499132 0.55292883 0.48531785 0.56390587 0.4447922 ] [ 0.66192521 0.44278033 0.47506409 0.50606446 0.39745252] [ 0.52602335 0.46663328 0.57590397 0.63030893 0.47664645] [ 0.55720044 0.55064394 0.60437221 0.59921085 0.4657051 ] [ 0.49672229 0.50664745 0.62667475 0.45564247 0.44585348] [ 0.54561003 0.45276266 0.53593624 0.46740496 0.59287993] [ 0.60795208 0.51097543 0.42024892 0.70771832 0.39533038] [ 0.56794767 0.54821191 0.34019404 0.49138324 0.48450285] [ 0.54570414 0.47576114 0.49978341 0.35310213 0.47825683] [ 0.49222648 0.4313867 0.51827783 0.48505164 0.40845143] [ 0.51696496 0.43243334 0.45872885 0.4296683 0.43093935] [ 0.54694708 0.51623036 0.59449232 0.72238939 0.38686342] [ 0.47741563 0.56617884 0.51390098 0.24826392 0.50955767] [ 0.62069019 0.52111219 0.50189347 0.48687533 0.49156282] [ 0.66335808 0.41662749 0.3040375 0.50954019 0.39162941] [ 0.57532743 0.54949039 0.48909666 0.48632425 0.4014852 ] [ 0.5524095 0.43127961 0.39733005 0.55076676 0.38202862] [ 0.54027586 0.59598691 0.5401782 0.48657566 0.45277858] [ 0.42576533 0.28957805 0.45985226 0.73148742 0.47476856] [ 0.59734175 0.55573652 0.65699187 0.49688419 0.34827193] [ 0.61089774 0.4882122 0.40929817 0.73735604 0.35695792] [ 0.59760084 0.43196304 0.42304326 0.57974125 0.31031018] [ 0.47318486 0.45948629 0.53210478 0.53248761 0.45862849] [ 0.46289872 0.40633449 0.58767491 0.68154751 0.4068861 ] [ 0.52404321 0.45043387 0.53592292 0.72310689 0.31521212] [ 0.63047699 0.45821972 0.44075984 0.50414594 0.46593846] [ 0.50071892 0.53466882 0.54976925 0.51203179 0.41266851] [ 0.54161938 0.49026434 0.53143579 0.57097274 0.35267923] [ 0.47300683 0.45073047 0.51358255 0.56306763 0.60791734] [ 0.51609812 0.51087078 0.49068422 0.5034987 0.51029877] [ 0.46138065 0.39506795 0.68087447 0.59889896 0.52830238] [ 0.57032524 0.546937 0.512342 0.62827907 0.43816835] [ 0.59814825 0.43344938 0.56676078 0.4043589 0.62985528] [ 0.56519366 0.43909937 0.49049021 0.35161413 0.4225201 ] [ 0.56464485 0.37014548 0.54271415 0.50903908 0.29070221] [ 0.49849495 0.45369367 0.46657887 0.8041651 0.38577536] [ 0.59705337 0.50944628 0.40712392 0.52386646 0.41512988] [ 0.61945323 0.46474583 0.39228542 0.65533417 0.4954089 ] [ 0.5103075 0.34419616 0.60095664 0.55759467 0.37631771] [ 0.55718769 0.64497209 0.40577499 0.71821632 0.39734771] [ 0.5883627 0.40425728 0.47286979 0.53356522 0.36498243] [ 0.46976741 0.45517876 0.49802902 0.68309028 0.52905419] [ 0.55739351 0.57778935 0.63362038 0.36668151 0.48111112] [ 0.58791383 0.57033006 0.51926425 0.74399501 0.52056927] [ 0.569791 0.46947024 0.53283162 0.69839226 0.50983761] [ 0.49956755 0.47140221 0.43486942 0.50294735 0.41295085] [ 0.66329982 0.53051721 0.46401118 0.58042238 0.41425143] [ 0.45971093 0.61820364 0.35444228 0.5819461 0.40156867] [ 0.51857908 0.49447195 0.44126565 0.34687518 0.48965656] [ 0.54009197 0.23278491 0.58955349 0.69541881 0.34573361] [ 0.57803574 0.54662132 0.52542033 0.39228814 0.36070368] [ 0.5157495 0.63838452 0.51172163 0.45780321 0.53914988] [ 0.50596514 0.61834661 0.54607927 0.52634154 0.50823187] [ 0.49855417 0.35231526 0.4526229 0.64106992 0.48951979] [ 0.54606617 0.47519651 0.46500872 0.81229177 0.33297083] [ 0.53650196 0.47108084 0.5755618 0.46922284 0.48508914] [ 0.54574955 0.34309419 0.64656722 0.59056238 0.36119233] [ 0.63208232 0.46880084 0.40407289 0.67839262 0.33153339] [ 0.58624133 0.50950039 0.55496201 0.51355604 0.47027557] [ 0.53484419 0.35192025 0.62596797 0.61374658 0.45134243] [ 0.53442207 0.32639685 0.61646902 0.71257884 0.45190684] [ 0.60332754 0.58619731 0.59045016 0.40493812 0.5295821 ] [ 0.54445047 0.54173641 0.52777027 0.46342004 0.47938405] [ 0.50722183 0.3326168 0.51367712 0.7158977 0.50215427] [ 0.52359914 0.50260062 0.49071086 0.39198071 0.49138597] Progress: 2.0% ... Training loss: 0.967 ... Validation loss: 1.386[ 0.67971549 0.60338363 0.46584849 0.46550533 0.37713635] [ 0.56921086 0.52707128 0.46551343 0.24080386 0.29728571] [ 0.53223629 0.53615193 0.46354669 0.4730633 0.50161958] [ 0.60508982 0.49505629 0.53537227 0.65059793 0.48262727] [ 0.50897784 0.54617234 0.40213631 0.54371521 0.48724106] [ 0.44099915 0.41869799 0.41613502 0.64662015 0.34970876] [ 0.57159087 0.34592248 0.55162617 0.44904705 0.54307003] [ 0.60233562 0.63742186 0.4935129 0.505747 0.39649384] [ 0.56078796 0.60937399 0.54138926 0.20996291 0.40714018] [ 0.53878635 0.43063865 0.47089097 0.58919131 0.36000624] [ 0.66797799 0.51528673 0.3529406 0.60270581 0.45317723] [ 0.62431481 0.4039599 0.48926098 0.50777977 0.37888161] [ 0.50584696 0.56300536 0.50494342 0.56863912 0.37587748] [ 0.51473581 0.64295622 0.48471164 0.35268944 0.44573787] [ 0.58768638 0.35244789 0.42205886 0.57607393 0.33571091] [ 0.50785748 0.60303148 0.54877615 0.46568614 0.44010317] [ 0.51830946 0.32204247 0.52234316 0.72821627 0.28591903] [ 0.58101848 0.59520779 0.52553236 0.45954443 0.57753121] [ 0.58565709 0.4465483 0.56595287 0.55034376 0.32632576] [ 0.57389695 0.60496673 0.49409084 0.3174559 0.45361278] [ 0.60109423 0.53690932 0.41440396 0.22914614 0.35397521] [ 0.61031315 0.57426331 0.31682181 0.62199288 0.35494215] [ 0.52525565 0.61618559 0.54377191 0.37304995 0.53147675] [ 0.47815475 0.34602301 0.56887331 0.54792172 0.33708975] [ 0.50594884 0.56337563 0.61768971 0.59920019 0.42175064] [ 0.48256163 0.39539668 0.5237639 0.65468403 0.36134923] [ 0.63936785 0.47821459 0.47121672 0.41800758 0.44243453] [ 0.63490682 0.5020968 0.4613286 0.73407241 0.48989571] [ 0.57009046 0.55837271 0.45689412 0.60713607 0.57065995] [ 0.47014069 0.60093566 0.46615207 0.57901042 0.46648525] [ 0.44675471 0.33604539 0.46575011 0.68012601 0.42756687] [ 0.66454839 0.48463248 0.36914435 0.59461651 0.33462818] [ 0.4668931 0.42003817 0.47526633 0.70753973 0.3663121 ] [ 0.59165803 0.4845937 0.42353791 0.63743103 0.30649833] [ 0.45198116 0.29789977 0.43421384 0.70263567 0.43561078] [ 0.55048745 0.48226986 0.57551817 0.41994188 0.47641054] [ 0.62903541 0.48439145 0.44031116 0.27014088 0.4096356 ] [ 0.63522885 0.56679558 0.53375071 0.29960749 0.45527467] [ 0.57065149 0.43512505 0.47404927 0.46145727 0.35319566] [ 0.39991198 0.30724951 0.53532489 0.64102855 0.55095614] [ 0.4767421 0.4580283 0.62790721 0.59991535 0.52737575] [ 0.54885568 0.48773513 0.39678153 0.54636668 0.34878525] [ 0.58097494 0.60524343 0.44893988 0.40866006 0.44824344] [ 0.5141086 0.64260625 0.31993977 0.67721582 0.42299209] [ 0.51542336 0.40291803 0.60236966 0.41395176 0.5354048 ] [ 0.545299 0.54039539 0.4706599 0.46316608 0.36806848] [ 0.62789245 0.56194678 0.38097111 0.59108243 0.33470877] [ 0.52565089 0.41287455 0.44970277 0.59050128 0.59294996] [ 0.55119405 0.46392162 0.48184463 0.50973557 0.38130182] [ 0.53116283 0.44916586 0.47434529 0.63394007 0.34812504] [ 0.43963413 0.40359785 0.49062392 0.71420509 0.50131604] [ 0.52603204 0.22574507 0.54140482 0.8733464 0.53111531] [ 0.43747972 0.32527419 0.58971529 0.52372618 0.42641277] [ 0.52147467 0.48784966 0.56029717 0.33554346 0.41391061] [ 0.54623497 0.46165348 0.40801881 0.56916103 0.36472984] [ 0.57905543 0.30195633 0.54419469 0.57593636 0.45721807] [ 0.59671446 0.65898166 0.40677945 0.69264198 0.48810159] [ 0.43175513 0.30808992 0.57222186 0.62935647 0.44630764] [ 0.49487639 0.54122379 0.49554267 0.46629753 0.4861574 ] [ 0.57298654 0.46391262 0.46810963 0.5947368 0.36225478] [ 0.50368786 0.61633578 0.4468773 0.35457513 0.44044789] [ 0.60854091 0.34124932 0.43967799 0.67047431 0.27836316] [ 0.55018859 0.4153079 0.54471856 0.56726652 0.44394373] [ 0.57921346 0.47467957 0.50628381 0.48303413 0.53840862] [ 0.58849411 0.31609633 0.44239424 0.75300464 0.36918613] [ 0.54487975 0.61042486 0.51582613 0.37254213 0.37193833] [ 0.6059066 0.45655592 0.3283545 0.73609118 0.48763215] [ 0.60252365 0.35389988 0.53475707 0.56058419 0.3396073 ] [ 0.5342959 0.43329712 0.61290263 0.64652528 0.5565143 ] [ 0.56795889 0.45831209 0.53054054 0.46130625 0.42097548] [ 0.50237661 0.51021615 0.44609551 0.63056002 0.52044061] [ 0.48671754 0.4036247 0.60089359 0.51173287 0.52053469] [ 0.51851454 0.53085427 0.68863551 0.55629535 0.35382677] [ 0.54030318 0.45976807 0.54297953 0.6024051 0.52976667] [ 0.50568293 0.33338017 0.51366977 0.71634743 0.50246173] [ 0.48167682 0.5104903 0.53922394 0.38458479 0.55052719] [ 0.49633105 0.47382918 0.65685526 0.32400354 0.51691296] [ 0.62103005 0.59123959 0.40741182 0.45585934 0.52767344] [ 0.64195588 0.42830353 0.42755509 0.408401 0.46185085] [ 0.48352693 0.3771275 0.45534958 0.61319311 0.53290422] [ 0.55227809 0.41779136 0.46975457 0.40452911 0.35777852] [ 0.5263247 0.40878342 0.50203375 0.31373932 0.44213442] [ 0.48375136 0.43988975 0.54745439 0.62866961 0.51347696] [ 0.50692306 0.32058753 0.63978851 0.68342335 0.44560657] [ 0.57790873 0.39280652 0.52502242 0.64726425 0.27962997] [ 0.42550485 0.33774135 0.5801817 0.79868968 0.480729 ] [ 0.57156586 0.3940865 0.49516013 0.37513249 0.45623023] [ 0.66538233 0.53868532 0.46604693 0.52636587 0.29311218] [ 0.68608137 0.50615231 0.37625131 0.69494433 0.39361013] [ 0.53715223 0.41048704 0.44306349 0.619548 0.36024597] [ 0.66738079 0.49786279 0.55408595 0.47200858 0.41821082] [ 0.44592601 0.29821899 0.45783796 0.80565042 0.47608622] [ 0.45329273 0.47479105 0.53785408 0.55658194 0.49832276] [ 0.5358822 0.49039523 0.41634282 0.53729138 0.53518771] [ 0.53263028 0.4201783 0.48903679 0.77935646 0.41225317] [ 0.45427843 0.46000821 0.49149542 0.44688903 0.45284396] [ 0.59371812 0.52694641 0.43694799 0.38500168 0.3194838 ] [ 0.50270939 0.42909399 0.6112309 0.39778965 0.38302399] [ 0.527619 0.43699941 0.31428815 0.70911716 0.4507976 ] [ 0.52400525 0.33346635 0.58648678 0.6266394 0.45971235] [ 0.51722624 0.48112078 0.49944335 0.61778296 0.44201161] [ 0.63058834 0.58289922 0.49434665 0.28502285 0.39989282] [ 0.53891758 0.40716204 0.56022025 0.59475506 0.46939981] [ 0.65932078 0.37294903 0.45484664 0.42369684 0.34200037] [ 0.42002438 0.44622338 0.61997039 0.31838997 0.47273696] [ 0.62426445 0.48799153 0.58571982 0.46279365 0.60091669] [ 0.60128987 0.58896696 0.50031341 0.57546149 0.3412936 ] [ 0.50167431 0.55684287 0.46658077 0.57921594 0.41884344] [ 0.58207665 0.49978965 0.46793291 0.59726792 0.37861935] [ 0.65393793 0.52996996 0.3271268 0.57550144 0.31719955] [ 0.47920105 0.39162881 0.47144428 0.57017852 0.32022404] [ 0.53897709 0.43561212 0.53771374 0.72268033 0.39698657] [ 0.65916578 0.5309974 0.51111594 0.69793252 0.55065523] [ 0.61787639 0.54623465 0.56424432 0.58137729 0.42613056] [ 0.55089577 0.54852585 0.59528688 0.51560572 0.50936721] [ 0.59467767 0.48499897 0.47185004 0.83496487 0.47618858] [ 0.45804377 0.36621561 0.55198003 0.72465278 0.53116227] [ 0.54854688 0.2961602 0.5957709 0.74444261 0.48232036] [ 0.58326816 0.41225129 0.40126557 0.7340686 0.27324144] [ 0.68262432 0.52308094 0.35072528 0.75041881 0.28149484] [ 0.57931618 0.26010107 0.49253278 0.746085 0.43675698] [ 0.57835424 0.58262178 0.49818137 0.4714386 0.49699517] [ 0.64461419 0.44330273 0.40361362 0.62636927 0.38889002] [ 0.44744795 0.32396883 0.54196322 0.70261393 0.40558243] [ 0.45731074 0.48657158 0.57818813 0.58566232 0.45860245] [ 0.66902557 0.44719804 0.49047409 0.43513582 0.44980428] [ 0.55654545 0.39997651 0.37531206 0.54428056 0.49314918] [ 0.4832668 0.28056303 0.50510509 0.76808684 0.59277229] Progress: 2.0% ... Training loss: 0.965 ... Validation loss: 1.382[ 0.61307839 0.56365764 0.53247854 0.45392104 0.45405371] [ 0.49027084 0.50040521 0.51776877 0.65529373 0.38071956] [ 0.45674116 0.51640408 0.53463712 0.5248095 0.41761898] [ 0.48918999 0.50615966 0.52012241 0.18178341 0.55178098] [ 0.56023182 0.66444165 0.56117799 0.25943698 0.45602554] [ 0.48781728 0.42602651 0.54835689 0.72377761 0.46975843] [ 0.44227972 0.41048954 0.59635008 0.77810785 0.45646474] [ 0.58548168 0.42608163 0.49570113 0.56688491 0.44640781] [ 0.53806434 0.62978311 0.3963186 0.45211808 0.44223476] [ 0.59396946 0.528699 0.43155785 0.68306823 0.39212529] [ 0.64385225 0.55963723 0.41650103 0.55778373 0.39832484] [ 0.58868445 0.43270336 0.42352532 0.5765666 0.37449779] [ 0.70547145 0.48308758 0.45145465 0.47217825 0.36859172] [ 0.58666167 0.6288439 0.5631915 0.2470113 0.51968688] [ 0.57854196 0.38946839 0.55916189 0.73571595 0.38036324] [ 0.56610018 0.44211521 0.50403176 0.48508527 0.40361774] [ 0.6071201 0.47356425 0.38323117 0.55555684 0.42347835] [ 0.55209426 0.40776077 0.36822288 0.59936575 0.27343367] [ 0.4749224 0.43564671 0.4816041 0.72518377 0.41416073] [ 0.56770695 0.55938007 0.60178106 0.40958349 0.49039185] [ 0.57483312 0.54690416 0.46070701 0.56389843 0.44179371] [ 0.49546986 0.46491148 0.34864927 0.47433215 0.5662372 ] [ 0.50553773 0.50460456 0.46673335 0.5029784 0.56504956] [ 0.50808182 0.45490108 0.58475274 0.36909607 0.47955936] [ 0.55030291 0.40087585 0.55499459 0.56934025 0.4802153 ] [ 0.49363518 0.48418659 0.55687091 0.32104716 0.46893617] [ 0.56512155 0.36844155 0.53682579 0.61112969 0.4513009 ] [ 0.47009949 0.46355061 0.55748319 0.4646811 0.51294816] [ 0.47818217 0.4892731 0.53362818 0.35069019 0.50111833] [ 0.48444261 0.55397354 0.50961409 0.31149533 0.51576509] [ 0.56448023 0.4218037 0.55367599 0.7490879 0.54385137] [ 0.61897597 0.58795751 0.48943201 0.54857163 0.42261047] [ 0.59776806 0.51291116 0.50761141 0.63031011 0.42412497] [ 0.66140811 0.45613932 0.48143223 0.53200569 0.60895662] [ 0.63380724 0.47715881 0.42132215 0.43133742 0.51546239] [ 0.48645109 0.52788731 0.45583336 0.47782876 0.51350789] [ 0.56785319 0.48126145 0.43271703 0.55288911 0.42942424] [ 0.55611356 0.37877564 0.41926941 0.50209462 0.47169244] [ 0.46400737 0.47525236 0.43719896 0.52350149 0.48878889] [ 0.51588852 0.2520167 0.41681672 0.7864363 0.47715575] [ 0.56852121 0.37340962 0.59454634 0.5828474 0.32848688] [ 0.59839147 0.51821717 0.47039411 0.51050102 0.47183527] [ 0.51890183 0.3340675 0.52849744 0.704864 0.31999585] [ 0.53635325 0.61168102 0.53012236 0.3294246 0.45319735] [ 0.61287443 0.57160729 0.55549593 0.29667015 0.48087216] [ 0.54903711 0.32852889 0.58712861 0.59623192 0.42357123] [ 0.56797783 0.43318683 0.57889124 0.60687138 0.54155724] [ 0.626048 0.45094673 0.53214989 0.28561717 0.52505909] [ 0.45296561 0.43944643 0.48497625 0.62993724 0.49054233] [ 0.61581693 0.45718108 0.45043892 0.51686683 0.30084688] [ 0.50508981 0.28972189 0.42687273 0.7999508 0.37204302] [ 0.52640606 0.28783731 0.51650378 0.66101312 0.43439513] [ 0.65295099 0.55613349 0.51050469 0.45660647 0.31922871] [ 0.60935055 0.52473123 0.47218431 0.52626753 0.44426631] [ 0.53892364 0.40584285 0.52136197 0.45922486 0.47167149] [ 0.49467972 0.36642054 0.54206318 0.39758178 0.51428673] [ 0.6187296 0.50327917 0.43802857 0.49160333 0.37925665] [ 0.57553453 0.38687986 0.64502678 0.61280363 0.31650547] [ 0.54073522 0.53737354 0.37289585 0.41500831 0.37343454] [ 0.54319131 0.34745979 0.52555385 0.59536988 0.48489326] [ 0.56055553 0.52294895 0.43955999 0.4856138 0.49833984] [ 0.66357763 0.5571648 0.44106051 0.54131665 0.47849864] [ 0.49750641 0.38387384 0.45900724 0.79479818 0.43116485] [ 0.60701982 0.47952046 0.53222954 0.38996752 0.3934501 ] [ 0.49603214 0.4310235 0.64079191 0.77164815 0.37715976] [ 0.49887972 0.49868542 0.5935072 0.37935083 0.56006637] [ 0.56974676 0.51315733 0.48863088 0.69827711 0.48663732] [ 0.60242967 0.39319298 0.46675671 0.42121573 0.35172736] [ 0.50944251 0.4064946 0.51645774 0.71980178 0.40744706] [ 0.58831182 0.39997972 0.409048 0.79802924 0.32619901] [ 0.43986886 0.39533574 0.45768077 0.735812 0.36068056] [ 0.59499421 0.37450729 0.53861421 0.51786143 0.61652668] [ 0.57695738 0.3394589 0.54641733 0.66482685 0.28129638] [ 0.5194324 0.41805467 0.45488233 0.48853464 0.31769756] [ 0.5537093 0.29877573 0.47555327 0.67655019 0.29199042] [ 0.65514994 0.4584195 0.51478636 0.37621085 0.50217882] [ 0.51353996 0.53215355 0.5061435 0.66241646 0.40898078] [ 0.53242072 0.45274171 0.48682257 0.79638713 0.48644711] [ 0.48439012 0.37736209 0.53809491 0.63897587 0.35115117] [ 0.55111768 0.52586816 0.49933849 0.29881715 0.39350123] [ 0.56074259 0.40521274 0.41432801 0.49395072 0.32168926] [ 0.68717122 0.35312648 0.4136455 0.69182633 0.49106321] [ 0.57416144 0.56436573 0.44262516 0.57538388 0.47666685] [ 0.67068005 0.69168462 0.40554518 0.75163479 0.4584863 ] [ 0.56648301 0.36592372 0.55711655 0.58995725 0.45678668] [ 0.51912601 0.54741295 0.59989102 0.46210464 0.53528172] [ 0.55439995 0.46522707 0.55145812 0.36231157 0.44131234] [ 0.54489529 0.4865811 0.44856126 0.60073061 0.38023622] [ 0.52873283 0.28854721 0.53336842 0.54772896 0.49864097] [ 0.47934967 0.35163496 0.50886752 0.81285025 0.35397926] [ 0.52910496 0.46788144 0.36823058 0.52255277 0.49480604] [ 0.52675981 0.42805224 0.53757032 0.7155166 0.40174319] [ 0.57262828 0.38117206 0.32619154 0.81228201 0.35350468] [ 0.55908201 0.36924195 0.61900659 0.78961094 0.38089966] [ 0.39116681 0.36919973 0.58647154 0.76637719 0.51701561] [ 0.6123853 0.69061516 0.48100115 0.23302907 0.42071046] [ 0.60465067 0.3766099 0.55897322 0.50515178 0.36277052] [ 0.55944413 0.66469959 0.57111682 0.3054574 0.54966732] [ 0.52381676 0.57166928 0.38351046 0.30065503 0.36579465] [ 0.53127792 0.24131811 0.49789237 0.67570273 0.30687699] [ 0.54072893 0.50147324 0.50456567 0.70278379 0.55276554] [ 0.56895852 0.45169722 0.47265626 0.63867733 0.32746183] [ 0.58290477 0.52116895 0.54238217 0.48678462 0.31931241] [ 0.48680742 0.48102044 0.52822665 0.56124342 0.58837203] [ 0.67550434 0.54851846 0.45719696 0.60012125 0.37930918] [ 0.60684674 0.57379093 0.43853846 0.64647489 0.40006314] [ 0.5519582 0.61280643 0.44661984 0.52984325 0.37263074] [ 0.5723631 0.31945112 0.52386683 0.71533867 0.4113721 ] [ 0.51321123 0.51845121 0.45683819 0.45150642 0.48796121] [ 0.53866932 0.31358111 0.42847511 0.39635342 0.58257414] [ 0.53139028 0.55377371 0.5557242 0.42527523 0.38309868] [ 0.62333521 0.60112357 0.5544818 0.35082291 0.53068572] [ 0.48813141 0.59117265 0.4423176 0.22274066 0.44548785] [ 0.65061742 0.61716641 0.36892502 0.70596287 0.33469427] [ 0.52223517 0.39461951 0.56434419 0.51468358 0.51137651] [ 0.61045825 0.5119508 0.48207719 0.50647159 0.42645474] [ 0.56229453 0.43065484 0.52731547 0.47626182 0.45578647] [ 0.58289041 0.60429501 0.44896472 0.40798519 0.44789804] [ 0.55623059 0.41710912 0.57259023 0.58755523 0.42034054] [ 0.62979896 0.57756284 0.39269604 0.29344103 0.31398631] [ 0.5137494 0.39841929 0.57184799 0.51102683 0.55518193] [ 0.50615355 0.60013762 0.51662639 0.36334246 0.4112462 ] [ 0.57687161 0.50372504 0.59198881 0.38283812 0.46823537] [ 0.62180934 0.69243984 0.49396402 0.47206011 0.57349694] [ 0.5950354 0.48703285 0.50193976 0.68942376 0.35739694] [ 0.47449004 0.36325825 0.5208636 0.49653717 0.42667079] [ 0.58885257 0.558555 0.53853632 0.50409667 0.40541253] [ 0.62393784 0.60832842 0.5592559 0.39219231 0.40606813] Progress: 2.1% ... Training loss: 0.962 ... Validation loss: 1.378[ 0.60492899 0.39020592 0.39701151 0.44167977 0.36506669] [ 0.5111309 0.39068339 0.50870597 0.3773483 0.52748049] [ 0.50928445 0.54513904 0.55539081 0.36845722 0.45627305] [ 0.53409419 0.33853451 0.36113262 0.85918371 0.54604945] [ 0.64264589 0.51703883 0.48085236 0.66471344 0.38817222] [ 0.45940295 0.48023113 0.53891167 0.76454093 0.4068764 ] [ 0.57642846 0.32567502 0.5412969 0.62353763 0.33474413] [ 0.52189678 0.47131934 0.36809929 0.50382384 0.37322269] [ 0.6475593 0.66975712 0.41789448 0.43866703 0.46367593] [ 0.50735993 0.2843672 0.54031942 0.746746 0.3889146 ] [ 0.5458936 0.46827044 0.48538252 0.63265958 0.41254805] [ 0.57642221 0.51621614 0.52986328 0.44218344 0.44571517] [ 0.52266625 0.23571617 0.48522238 0.58706062 0.38424814] [ 0.65006262 0.56670439 0.441335 0.63402649 0.41380719] [ 0.55583216 0.57685745 0.45483554 0.50755171 0.38223812] [ 0.53881019 0.3384292 0.51526432 0.69893038 0.41758134] [ 0.50494864 0.56761643 0.51132582 0.44244519 0.50216118] [ 0.47574784 0.52178387 0.60388235 0.70712123 0.47924455] [ 0.65087599 0.45488916 0.38968604 0.63307578 0.45635945] [ 0.50853853 0.46969916 0.59342244 0.27414448 0.51144543] [ 0.5541179 0.42354371 0.65165277 0.23821705 0.48875037] [ 0.54413495 0.47452199 0.50441852 0.81415687 0.33473961] [ 0.55914254 0.53991757 0.4983329 0.70518928 0.54551894] [ 0.62120732 0.49440954 0.40561072 0.50960834 0.52210634] [ 0.62040955 0.57636449 0.42781966 0.45060126 0.3786504 ] [ 0.44510944 0.43405186 0.48674875 0.70078446 0.40257905] [ 0.4937224 0.47541365 0.47665406 0.60336176 0.45176691] [ 0.51923777 0.30003816 0.39544504 0.54490681 0.49196808] [ 0.49303005 0.24393039 0.5327627 0.70906855 0.35947229] [ 0.66478842 0.35265193 0.33612361 0.70763005 0.48918535] [ 0.42723555 0.46201218 0.49299598 0.34809374 0.48371663] [ 0.58155131 0.46814331 0.58267883 0.72560092 0.33243567] [ 0.5811022 0.46020664 0.63451937 0.47172882 0.46146836] [ 0.47030181 0.43440258 0.48540438 0.37653427 0.59200079] [ 0.54713798 0.56719363 0.53500463 0.28380348 0.41579825] [ 0.69291025 0.60784947 0.50994101 0.6954444 0.4923945 ] [ 0.56822173 0.66052133 0.5496602 0.49708309 0.48299224] [ 0.48815468 0.35435887 0.62116448 0.69191336 0.44474282] [ 0.43681263 0.41810763 0.41133002 0.5677417 0.51988027] [ 0.56538047 0.56958383 0.50595947 0.40070066 0.41526019] [ 0.68116103 0.60684973 0.40564656 0.53695887 0.28039933] [ 0.57850521 0.32742196 0.49119713 0.58852823 0.43265722] [ 0.55611916 0.57355671 0.4418836 0.51929332 0.47695009] [ 0.70715148 0.56116982 0.44393572 0.47683205 0.43604665] [ 0.53852142 0.3358887 0.66839084 0.53088783 0.49321191] [ 0.44133364 0.19831331 0.52155552 0.6302248 0.43303707] [ 0.57624965 0.54131722 0.56117238 0.29555553 0.43490787] [ 0.44548896 0.55503329 0.58744087 0.65820252 0.47867307] [ 0.60716423 0.59609281 0.29593327 0.56962148 0.37601022] [ 0.58791785 0.36554213 0.40609525 0.56405769 0.38935388] [ 0.54903164 0.47704491 0.54935085 0.62689855 0.32593651] [ 0.50733159 0.51083181 0.489897 0.64295021 0.42985203] [ 0.53837921 0.40056766 0.63671025 0.71846179 0.44716982] [ 0.58254878 0.3626906 0.48730195 0.56529626 0.37635905] [ 0.553386 0.52297918 0.50806116 0.38580614 0.54202496] [ 0.52901205 0.43197768 0.37070222 0.58161254 0.52692599] [ 0.48238287 0.52866023 0.55267786 0.37647078 0.56730455] [ 0.58602798 0.51999529 0.48263206 0.39354014 0.41893548] [ 0.5144258 0.53134174 0.52777243 0.66620564 0.46551012] [ 0.62078422 0.48320351 0.43467994 0.32391125 0.46612643] [ 0.47202614 0.54380133 0.48440524 0.39280859 0.51254426] [ 0.52208145 0.3419143 0.59428845 0.76574338 0.44496163] [ 0.50299017 0.49362302 0.53304834 0.70249741 0.33603844] [ 0.6044705 0.54353041 0.42863252 0.54087051 0.37809388] [ 0.54780002 0.33517717 0.51745329 0.65541256 0.38053466] [ 0.55297208 0.41364273 0.46081434 0.79099139 0.33938298] [ 0.57054761 0.58526845 0.41142022 0.44498635 0.41260054] [ 0.61360283 0.55023816 0.44495207 0.53616222 0.37077275] [ 0.61570553 0.43630358 0.45639629 0.41818281 0.37093428] [ 0.5093257 0.38865198 0.48164106 0.40835182 0.64316443] [ 0.64435079 0.5112716 0.32327556 0.54094752 0.35328712] [ 0.5313966 0.46157074 0.57415948 0.31828967 0.50744427] [ 0.61081424 0.46844129 0.50980921 0.37726543 0.65769774] [ 0.53071342 0.39078634 0.55281216 0.58054586 0.58154653] [ 0.45493071 0.34524595 0.41311895 0.77551923 0.35033331] [ 0.57145664 0.43994695 0.54542861 0.4818789 0.54223451] [ 0.43614077 0.53558326 0.54851149 0.62684656 0.45099365] [ 0.63029621 0.5503047 0.41782294 0.42605125 0.37953468] [ 0.51726094 0.4521179 0.46887683 0.74449153 0.37982308] [ 0.56472787 0.38872485 0.5117566 0.75579468 0.43968539] [ 0.53166429 0.60163415 0.53536874 0.29793115 0.4131962 ] [ 0.58831723 0.57795696 0.56503187 0.45685101 0.4631629 ] [ 0.56922129 0.52408061 0.52779012 0.48697034 0.36658793] [ 0.52023928 0.3486128 0.56443008 0.74876889 0.39566834] [ 0.49712304 0.42886366 0.41178352 0.53449519 0.47096583] [ 0.4711409 0.33222308 0.47974198 0.64205894 0.46223326] [ 0.6629391 0.60446249 0.50197088 0.5990767 0.31361905] [ 0.59403457 0.45217361 0.52710508 0.3901493 0.41613083] [ 0.63633071 0.47031554 0.48995667 0.43932281 0.32760497] [ 0.46930387 0.53694381 0.48647567 0.77809848 0.39160022] [ 0.4740597 0.49851256 0.5017568 0.47499188 0.37743259] [ 0.49369924 0.39685367 0.51492103 0.52824117 0.45574245] [ 0.52701748 0.4362921 0.5492572 0.40216933 0.40014904] [ 0.56993714 0.66433606 0.46326183 0.47965139 0.46071244] [ 0.54751635 0.40977014 0.63173547 0.62002047 0.43215741] [ 0.45431999 0.44753597 0.39535908 0.76810519 0.35972583] [ 0.50499815 0.37278866 0.64473245 0.52266357 0.33766199] [ 0.60862619 0.38802397 0.42228421 0.62376676 0.31052553] [ 0.46909046 0.45737278 0.64021176 0.47510032 0.52193182] [ 0.67692674 0.56444032 0.54871864 0.47561429 0.55741512] [ 0.56194353 0.44546236 0.46182512 0.475188 0.46896732] [ 0.57480211 0.30381336 0.54414014 0.57745789 0.45800787] [ 0.52987909 0.36290665 0.63434737 0.64899604 0.32196129] [ 0.56823272 0.48214718 0.44009806 0.42194891 0.49388598] [ 0.51547181 0.51204921 0.4801958 0.42007245 0.54062531] [ 0.49058075 0.38535374 0.63721769 0.29889858 0.51553926] [ 0.49697859 0.41241045 0.50107936 0.63399787 0.43360274] [ 0.65862925 0.56829941 0.42598417 0.51108377 0.57534547] [ 0.55337093 0.53718364 0.45908966 0.49619987 0.34866664] [ 0.49455602 0.51856078 0.51430878 0.8044641 0.37906156] [ 0.46564171 0.33858158 0.5594417 0.64881998 0.54536596] [ 0.51839471 0.44022451 0.5715395 0.25442403 0.40485537] [ 0.57613557 0.46756022 0.44352362 0.29654522 0.45526064] [ 0.53446945 0.56311561 0.57504817 0.47699256 0.52308877] [ 0.47257113 0.32179097 0.44680902 0.73339406 0.37276103] [ 0.48843477 0.37253357 0.56347783 0.71254939 0.41296256] [ 0.5791092 0.49663048 0.42016292 0.50783381 0.41663035] [ 0.57879061 0.40121543 0.45859792 0.5734111 0.31068914] [ 0.4981872 0.52861585 0.53451163 0.66644987 0.46158461] [ 0.5743212 0.39836518 0.41865859 0.62819629 0.40760864] [ 0.57565887 0.59804835 0.59655109 0.59702905 0.49943445] [ 0.4414337 0.40734072 0.53957636 0.6851588 0.40468855] [ 0.52473577 0.41576795 0.52376147 0.51054065 0.40653099] [ 0.49703631 0.5679191 0.58934502 0.51422016 0.4159846 ] [ 0.50997307 0.28658163 0.64986421 0.3810888 0.53758573] [ 0.48805802 0.39805831 0.49028185 0.64319912 0.38052847] [ 0.46857561 0.49464425 0.41660734 0.7380529 0.36918137] [ 0.53558681 0.44554627 0.39775502 0.49395102 0.36308215] Progress: 2.1% ... Training loss: 0.960 ... Validation loss: 1.380[ 0.44750527 0.46209755 0.51334052 0.66826736 0.44904012] [ 0.5904324 0.43434861 0.49216016 0.52051178 0.35610905] [ 0.43163497 0.2900015 0.57544474 0.50118134 0.51331595] [ 0.57579714 0.38338067 0.52463909 0.38113175 0.57058064] [ 0.56554987 0.40290194 0.47556347 0.45520915 0.45794139] [ 0.62572081 0.43506685 0.37789858 0.64996021 0.36783388] [ 0.49088395 0.6755784 0.5365918 0.6200738 0.44919682] [ 0.47905731 0.38689536 0.52728989 0.80446109 0.45177749] [ 0.61297712 0.5932218 0.35328853 0.54209029 0.4034368 ] [ 0.61007353 0.61518519 0.58945493 0.52259497 0.44944775] [ 0.50718147 0.56530183 0.52518066 0.50662679 0.31996719] [ 0.60935787 0.58867258 0.28147278 0.6579257 0.3640517 ] [ 0.61921017 0.43068195 0.39910023 0.61926794 0.43943133] [ 0.5311774 0.40373444 0.57428474 0.32654912 0.47956554] [ 0.46112877 0.43889307 0.56196469 0.62019269 0.42299741] [ 0.41464981 0.38903631 0.6542037 0.67516897 0.47833294] [ 0.5285266 0.51452174 0.58121264 0.68134997 0.36129974] [ 0.56405648 0.51764413 0.58094514 0.57562266 0.59291434] [ 0.52782503 0.34150661 0.37937033 0.35550536 0.45553195] [ 0.51141442 0.39264366 0.48335219 0.61702879 0.29524705] [ 0.59488368 0.35208942 0.58453336 0.33550921 0.31662256] [ 0.55290729 0.3823585 0.53073747 0.44440471 0.34828405] [ 0.54038563 0.46172936 0.48820556 0.38606591 0.42720564] [ 0.48435635 0.51055549 0.5899311 0.68616834 0.44497662] [ 0.56670453 0.52607449 0.60138477 0.32305889 0.4313113 ] [ 0.44527436 0.41156257 0.52590264 0.80002092 0.4235396 ] [ 0.52566592 0.45418561 0.50195279 0.7360163 0.52233897] [ 0.65045874 0.50962249 0.44468257 0.7476128 0.42538813] [ 0.53608717 0.48622626 0.56027212 0.32521398 0.48035335] [ 0.4831103 0.2830057 0.46794189 0.73243553 0.42041765] [ 0.54697678 0.3915182 0.46465594 0.72421644 0.30237515] [ 0.46486395 0.32525881 0.47775735 0.47308836 0.56388864] [ 0.57013946 0.38903179 0.37341154 0.89088365 0.40380579] [ 0.60794714 0.39610786 0.48485581 0.46746501 0.47261146] [ 0.47606997 0.38167469 0.59906527 0.29737089 0.49466853] [ 0.55117244 0.5418804 0.55763686 0.48287815 0.49956476] [ 0.53978881 0.4362167 0.55947423 0.26734837 0.58372898] [ 0.51816987 0.35895846 0.53241498 0.79159044 0.512041 ] [ 0.58013003 0.31919106 0.47217908 0.76639108 0.34348328] [ 0.59425814 0.56913149 0.55138493 0.60194931 0.38879635] [ 0.55945906 0.31938039 0.36509535 0.7307558 0.35387235] [ 0.44270313 0.38203595 0.63703241 0.56982356 0.44952531] [ 0.56643158 0.52896683 0.49075064 0.57653156 0.50039426] [ 0.51145458 0.42699024 0.39836267 0.76691055 0.38096245] [ 0.64193501 0.6403383 0.4414058 0.57374069 0.44830858] [ 0.48557205 0.34201259 0.65945254 0.58099026 0.35862211] [ 0.5069662 0.55909915 0.43018121 0.42961863 0.42414688] [ 0.53170024 0.4907806 0.4476472 0.4443156 0.52144906] [ 0.44972338 0.52974354 0.40428439 0.53770473 0.48270135] [ 0.62166157 0.50170282 0.4166479 0.3382361 0.2679596 ] [ 0.54870323 0.49789631 0.44790259 0.58489933 0.37267679] [ 0.68120332 0.60685157 0.40564653 0.53697075 0.28038515] [ 0.48537776 0.22733259 0.49508412 0.74752408 0.37431291] [ 0.52173373 0.54195566 0.46820036 0.76299738 0.35551204] [ 0.50038086 0.47181488 0.54031149 0.79485153 0.40881874] [ 0.53084149 0.34628026 0.57724232 0.70834929 0.57802412] [ 0.52302011 0.40929455 0.65108909 0.55516068 0.45659696] [ 0.47150935 0.38049375 0.56652188 0.38064336 0.4719775 ] [ 0.54606638 0.45418637 0.55540842 0.43509643 0.47345587] [ 0.53680878 0.44429623 0.3521363 0.42805157 0.34321492] [ 0.5165807 0.52448666 0.56962816 0.52244629 0.46650044] [ 0.54971495 0.39924491 0.64105205 0.70926714 0.42354952] [ 0.54348091 0.50277792 0.48401284 0.60951894 0.31044337] [ 0.53072615 0.356556 0.49422453 0.59768793 0.60229563] [ 0.50130755 0.47267621 0.4809597 0.59999937 0.51188092] [ 0.50718301 0.466246 0.56785238 0.45747371 0.50647589] [ 0.56084387 0.57498952 0.5174909 0.39033989 0.43914547] [ 0.55264685 0.48638456 0.56463032 0.33468203 0.45564747] [ 0.6503413 0.53132091 0.5393716 0.56432248 0.55305177] [ 0.51980268 0.44527054 0.43178151 0.5262201 0.42444196] [ 0.56110744 0.43479087 0.46721502 0.62055666 0.56328236] [ 0.49987997 0.42349878 0.49645511 0.48580677 0.4185563 ] [ 0.51080013 0.4455044 0.58771593 0.70732056 0.46293037] [ 0.53424011 0.5215505 0.568657 0.52518805 0.45238699] [ 0.62791277 0.53703443 0.362394 0.39471647 0.34220721] [ 0.54832181 0.33558354 0.45540759 0.67782243 0.48226748] [ 0.62137766 0.49217044 0.33582195 0.62802031 0.45041144] [ 0.50987971 0.47073208 0.35374575 0.72766919 0.48110151] [ 0.62529023 0.41409059 0.39826323 0.61910699 0.37883756] [ 0.50624427 0.59074266 0.61870553 0.50048896 0.45683458] [ 0.63802563 0.54499272 0.47457868 0.59025569 0.37563834] [ 0.55620803 0.43777333 0.51782451 0.36129925 0.53483745] [ 0.57064442 0.49052133 0.52679291 0.56746244 0.40725562] [ 0.505895 0.45123377 0.47421061 0.43042057 0.49177247] [ 0.49949668 0.4364068 0.67308155 0.40498206 0.51886278] [ 0.57543565 0.47438318 0.48712143 0.24676378 0.41805655] [ 0.56369051 0.56131101 0.46739046 0.56608196 0.54481004] [ 0.54035564 0.45249909 0.30719109 0.39167138 0.39428589] [ 0.58513344 0.50524751 0.52882052 0.27518642 0.34128867] [ 0.53803397 0.41292889 0.59722393 0.5179971 0.43331828] [ 0.59350149 0.46253075 0.44870201 0.41089245 0.36934171] [ 0.55675643 0.52379482 0.46994097 0.61374404 0.35508445] [ 0.49167913 0.49629375 0.58890421 0.34377619 0.54310084] [ 0.55813904 0.48231998 0.62378961 0.55134631 0.46541001] [ 0.47043877 0.56048907 0.41361454 0.38890002 0.5126372 ] [ 0.50821157 0.31197225 0.52589433 0.59742959 0.40103878] [ 0.54478544 0.53789556 0.47667979 0.629436 0.33726671] [ 0.55569189 0.47029715 0.56125045 0.52001396 0.36004929] [ 0.60218728 0.55667818 0.57465396 0.51677632 0.40238633] [ 0.43251267 0.43285438 0.58276098 0.34229428 0.53177879] [ 0.53703892 0.4310505 0.66887343 0.49260144 0.59738958] [ 0.49312761 0.59421375 0.50416422 0.25495018 0.46017224] [ 0.5531797 0.42046658 0.63474792 0.75202749 0.42470505] [ 0.48426343 0.56668054 0.49293952 0.2872439 0.50755102] [ 0.58653246 0.32263809 0.39493335 0.76306451 0.43278106] [ 0.5929767 0.57666948 0.40852294 0.46576312 0.38005765] [ 0.62157389 0.58186443 0.44334342 0.69217445 0.36367432] [ 0.63030247 0.70239474 0.41443694 0.55409471 0.33508967] [ 0.64811175 0.4845179 0.44861552 0.66272521 0.36920517] [ 0.47091281 0.48565806 0.49537346 0.47260002 0.63206925] [ 0.64966768 0.4265756 0.4925862 0.44172396 0.30864651] [ 0.57675818 0.43627777 0.36316126 0.58641854 0.29445709] [ 0.53151166 0.51808934 0.56947935 0.3717855 0.48322704] [ 0.4999923 0.39215772 0.46521291 0.67927185 0.57030227] [ 0.51010395 0.29131397 0.45539198 0.52380815 0.4591765 ] [ 0.59971282 0.53229863 0.57224092 0.36081296 0.34961018] [ 0.44607914 0.51294351 0.63516236 0.62684069 0.56093029] [ 0.54230706 0.62195568 0.34562133 0.57832606 0.53095147] [ 0.62324606 0.44835851 0.48172693 0.54916452 0.33288995] [ 0.50495921 0.47903017 0.5426022 0.57081378 0.44065627] [ 0.50984285 0.45750179 0.64790988 0.50111546 0.432164 ] [ 0.65790621 0.62159888 0.54066606 0.59316025 0.3904428 ] [ 0.59466926 0.48048142 0.45910726 0.35234324 0.51925184] [ 0.60211882 0.35088811 0.42914486 0.64767976 0.29605205] [ 0.55708623 0.52610867 0.44787458 0.51495655 0.6553097 ] [ 0.63585275 0.50090999 0.48564798 0.46303067 0.37352264] [ 0.48405035 0.42288176 0.62194721 0.49924301 0.47047856] [ 0.4753478 0.37090316 0.5498955 0.66220191 0.36610814] Progress: 2.2% ... Training loss: 0.958 ... Validation loss: 1.378[ 0.59453139 0.35060042 0.6221513 0.27561595 0.42184829] [ 0.6109017 0.56940843 0.59426383 0.32639964 0.48460192] [ 0.37882926 0.45663997 0.60382303 0.71803436 0.56122759] [ 0.48863019 0.40142946 0.63172516 0.60994232 0.36770167] [ 0.51260143 0.47892073 0.53546512 0.41250075 0.39120553] [ 0.59132984 0.41023488 0.32154075 0.66174242 0.35664602] [ 0.54913114 0.33243653 0.42897421 0.59533242 0.38432329] [ 0.66722788 0.58955886 0.42725045 0.32420852 0.28269217] [ 0.52303672 0.38929768 0.54984307 0.6071932 0.31793329] [ 0.56137608 0.46978631 0.55050092 0.66069381 0.25671318] [ 0.57126735 0.57088297 0.37494875 0.6219738 0.29740609] [ 0.53729363 0.61608461 0.51577627 0.41669378 0.4700331 ] [ 0.53460488 0.40873849 0.54249884 0.50108554 0.38383329] [ 0.62747965 0.59868478 0.32913054 0.63819342 0.27558937] [ 0.57670566 0.57416121 0.48082041 0.67067613 0.43827291] [ 0.63532574 0.6318199 0.39381621 0.54710666 0.42901202] [ 0.56996072 0.4691243 0.44153743 0.6491285 0.50921352] [ 0.53586773 0.50520327 0.44094651 0.51847436 0.32860302] [ 0.52880746 0.48740657 0.3447711 0.503117 0.46306431] [ 0.62041181 0.49567119 0.58679219 0.39406544 0.45921862] [ 0.64017068 0.45282263 0.58880503 0.3268604 0.44047578] [ 0.59820455 0.42521817 0.37514134 0.51474382 0.3876152 ] [ 0.63279204 0.48890693 0.59066592 0.62588892 0.41323277] [ 0.59723421 0.42248239 0.52003915 0.59377026 0.55456323] [ 0.48361304 0.32735545 0.55317328 0.85427103 0.51303559] [ 0.60879375 0.47851572 0.43772301 0.69508215 0.39234506] [ 0.55940667 0.43388867 0.58763311 0.59389061 0.46476437] [ 0.5217258 0.49750788 0.44849016 0.66754726 0.42656833] [ 0.41541607 0.36667552 0.54660856 0.38496043 0.56947536] [ 0.52547376 0.62165739 0.39376979 0.35957425 0.40967581] [ 0.54939518 0.28174577 0.63625746 0.71046652 0.4525622 ] [ 0.43557667 0.36596925 0.53333609 0.6520785 0.42111868] [ 0.43917179 0.33896145 0.5343125 0.84632685 0.57731114] [ 0.67279581 0.50795665 0.42640236 0.58857287 0.37901152] [ 0.45885837 0.43911782 0.51587701 0.55455677 0.55596913] [ 0.47785601 0.55994663 0.50459461 0.60565066 0.54022485] [ 0.45438434 0.44595531 0.45434791 0.40225031 0.49256151] [ 0.48843022 0.38479185 0.61800897 0.6397492 0.43685685] [ 0.67054039 0.49870749 0.39655608 0.507339 0.39784091] [ 0.44736247 0.35958379 0.55020124 0.62260384 0.48264678] [ 0.55629065 0.4882994 0.64904239 0.28586714 0.48359823] [ 0.50895815 0.30479677 0.48248729 0.78345243 0.38184787] [ 0.58325448 0.49091823 0.51952538 0.42567058 0.45767966] [ 0.62146785 0.59856091 0.59148395 0.56904569 0.32636098] [ 0.51266425 0.51175478 0.62883443 0.528784 0.51660919] [ 0.55643733 0.45466143 0.51075508 0.5049895 0.47290261] [ 0.51290384 0.3441517 0.46564314 0.70447059 0.58797744] [ 0.52003576 0.52036988 0.54325484 0.65201197 0.51288146] [ 0.55783807 0.53969713 0.39177334 0.79741639 0.44973868] [ 0.55373196 0.29075485 0.47669671 0.2994541 0.45358063] [ 0.55656561 0.57652227 0.45484441 0.50727675 0.38210256] [ 0.47822577 0.60505029 0.51483851 0.47617376 0.47652233] [ 0.48474389 0.38459766 0.44838179 0.46753793 0.36007946] [ 0.41090873 0.34042784 0.5332027 0.5538292 0.42052122] [ 0.5473091 0.37241132 0.61898966 0.71344087 0.39748757] [ 0.56774061 0.46303183 0.50632755 0.3520732 0.47612152] [ 0.57862695 0.61900536 0.50016384 0.50134517 0.36322598] [ 0.54830944 0.36099057 0.45707629 0.55320651 0.51704596] [ 0.49385338 0.50593493 0.56390029 0.67825273 0.49414735] [ 0.52735397 0.40774681 0.64289663 0.68529223 0.4333753 ] [ 0.52224984 0.52452151 0.49005866 0.49274326 0.59987451] [ 0.57592398 0.51710134 0.48393076 0.3094692 0.4261371 ] [ 0.64122533 0.61370256 0.38139713 0.49930692 0.42432775] [ 0.58669897 0.41111247 0.45693437 0.48282361 0.56513155] [ 0.58742214 0.36571637 0.40608931 0.56418539 0.3894493 ] [ 0.55643811 0.33150342 0.43671639 0.54585844 0.39148989] [ 0.5528911 0.44022774 0.50408692 0.32535482 0.29798301] [ 0.56821847 0.65894232 0.62386003 0.21563747 0.52533436] [ 0.55715671 0.43887819 0.48176911 0.48661624 0.4469741 ] [ 0.47909869 0.49785065 0.45525758 0.71775961 0.41356853] [ 0.49462311 0.23748473 0.47862885 0.71151662 0.36809374] [ 0.54051822 0.32920507 0.421208 0.48393628 0.66906882] [ 0.52749474 0.48400642 0.51932761 0.37095398 0.48164573] [ 0.52788338 0.50278556 0.51839097 0.44005912 0.37185424] [ 0.57131684 0.44134629 0.52754584 0.82577819 0.49132823] [ 0.64130645 0.53631496 0.47709666 0.30862744 0.29917581] [ 0.56914106 0.49506708 0.4466261 0.2165956 0.36448501] [ 0.51003231 0.49900592 0.5728849 0.5514957 0.42815654] [ 0.46199846 0.38673714 0.46709234 0.71143723 0.32128838] [ 0.51528362 0.45521495 0.29425213 0.5528325 0.27710252] [ 0.48501436 0.47746608 0.45609226 0.72380087 0.41212768] [ 0.56645606 0.53234672 0.48599425 0.40058263 0.58894413] [ 0.51635467 0.50320678 0.46208176 0.32291992 0.44048852] [ 0.59239416 0.42871127 0.54100354 0.40480759 0.40903586] [ 0.47396867 0.38718036 0.60351516 0.58072513 0.37184508] [ 0.63909324 0.49005421 0.4102348 0.39046275 0.27310958] [ 0.62162601 0.48946599 0.58568558 0.46381837 0.60141318] [ 0.56144312 0.27370119 0.48417518 0.68250864 0.32454722] [ 0.64329423 0.53817215 0.3311207 0.61173535 0.42523748] [ 0.59803782 0.34159916 0.49079052 0.50995375 0.29457398] [ 0.60383738 0.52394192 0.46739037 0.57090389 0.31486283] [ 0.50191258 0.4531252 0.64841645 0.74837517 0.40706724] [ 0.60557559 0.41627799 0.36840949 0.46694161 0.38480507] [ 0.41623543 0.30342793 0.53198568 0.59319583 0.54790563] [ 0.51730687 0.37064441 0.62501435 0.53871987 0.35827338] [ 0.60178246 0.42504247 0.59436092 0.60441408 0.54848566] [ 0.59809394 0.62214686 0.56459421 0.49024477 0.42494129] [ 0.57154907 0.45615163 0.54923168 0.48663662 0.38696681] [ 0.51831201 0.48356166 0.52690405 0.3990312 0.46780479] [ 0.63198527 0.44231338 0.46177293 0.34513174 0.47494784] [ 0.50346752 0.30042929 0.59011044 0.59378427 0.60119673] [ 0.57578241 0.37460723 0.40274675 0.72973706 0.44501389] [ 0.54195287 0.42681955 0.50273217 0.6431513 0.29320676] [ 0.58317397 0.48659319 0.55541909 0.6051418 0.44637408] [ 0.54904344 0.39543181 0.59626907 0.64678065 0.4529363 ] [ 0.43099351 0.33080703 0.59223877 0.7437137 0.47253811] [ 0.56842891 0.48356685 0.55783125 0.36704854 0.4379365 ] [ 0.5938879 0.4382991 0.57532149 0.19719051 0.44140653] [ 0.64957504 0.43639368 0.51558875 0.48492804 0.3281279 ] [ 0.48680532 0.51563057 0.64057758 0.42689039 0.49542936] [ 0.58297376 0.49655506 0.40635499 0.52083391 0.43046513] [ 0.49315811 0.32657426 0.59388416 0.78444331 0.57841616] [ 0.57696496 0.53917783 0.55436694 0.42947974 0.46461453] [ 0.52219449 0.3263859 0.34913417 0.35646093 0.41747049] [ 0.56846596 0.46605683 0.55056093 0.40977165 0.53915763] [ 0.51728298 0.45417937 0.6660035 0.57503622 0.4333206 ] [ 0.49348389 0.52077061 0.53769443 0.47080395 0.3386699 ] [ 0.57820964 0.59553138 0.39729379 0.3421582 0.31404532] [ 0.46928416 0.46500606 0.57133657 0.59649926 0.49848475] [ 0.66994247 0.58583283 0.55253822 0.48614983 0.45727249] [ 0.61284622 0.49981086 0.39942056 0.5385663 0.3091724 ] [ 0.60688496 0.41639647 0.55129331 0.4282946 0.35457184] [ 0.5465907 0.5779381 0.57010364 0.37121014 0.47199459] [ 0.52967348 0.51052416 0.50908397 0.42260414 0.44086398] [ 0.67753478 0.52816163 0.34569336 0.47314732 0.33705678] [ 0.50272135 0.57850743 0.53706479 0.57466929 0.52616597] [ 0.69388431 0.64701187 0.4408367 0.55395542 0.39824567] [ 0.50396746 0.34412785 0.46741312 0.81818125 0.53967861] Progress: 2.2% ... Training loss: 0.956 ... Validation loss: 1.380[ 0.50450346 0.40498575 0.48888562 0.7753837 0.42432126] [ 0.5660682 0.53990633 0.52617544 0.30922697 0.46583785] [ 0.45310604 0.23621951 0.4339787 0.73806547 0.40665846] [ 0.51977552 0.36721971 0.58569546 0.52763919 0.41510051] [ 0.53981197 0.42010931 0.47763461 0.47744803 0.46233404] [ 0.53744545 0.56909316 0.51515714 0.37903284 0.57954896] [ 0.59228596 0.33615079 0.62208412 0.31537404 0.38094652] [ 0.59029814 0.55754168 0.57962382 0.26714838 0.42793706] [ 0.61161079 0.45918771 0.3908998 0.52698722 0.32550659] [ 0.53295639 0.36296873 0.53869955 0.6379118 0.3084927 ] [ 0.4510793 0.37262322 0.51861134 0.6749754 0.42862885] [ 0.47302738 0.38764314 0.4925057 0.69678035 0.32618403] [ 0.55292283 0.52530455 0.45878901 0.61499833 0.43542814] [ 0.49276609 0.48992975 0.59667085 0.32728413 0.51029917] [ 0.58380308 0.48775816 0.46089276 0.65072925 0.25736706] [ 0.49973669 0.40981667 0.54108523 0.61352695 0.41001257] [ 0.50916547 0.40443311 0.46506649 0.70815015 0.38804798] [ 0.53827809 0.5798265 0.5082019 0.35306267 0.46716162] [ 0.60064243 0.43732164 0.25690119 0.64862975 0.39979655] [ 0.59820228 0.42910055 0.58870321 0.49813304 0.49937287] [ 0.56621885 0.47995537 0.37337474 0.53941417 0.55854395] [ 0.53148189 0.54814908 0.39465926 0.43222551 0.35623611] [ 0.5411341 0.40918569 0.55243186 0.73999857 0.38980249] [ 0.50972994 0.59470095 0.49234202 0.38613982 0.43521043] [ 0.49915919 0.47146391 0.43485776 0.50294187 0.41301867] [ 0.51593457 0.57353452 0.40028409 0.65370712 0.47057554] [ 0.5305124 0.52842542 0.42525395 0.30464041 0.41032409] [ 0.45577268 0.33710888 0.46290794 0.52979421 0.57088751] [ 0.62130076 0.53173866 0.42590927 0.36164027 0.47665405] [ 0.58682754 0.50242352 0.45315922 0.5972936 0.45124823] [ 0.62670598 0.47400363 0.4368259 0.4536479 0.35366743] [ 0.47216932 0.3654515 0.48316633 0.81493997 0.46377165] [ 0.49230566 0.40096764 0.46223395 0.31518666 0.63018347] [ 0.54591673 0.51128634 0.40877493 0.61979098 0.4102612 ] [ 0.47438618 0.54995328 0.56532531 0.42543252 0.48573753] [ 0.5089072 0.3887665 0.68899355 0.39729327 0.55483534] [ 0.5315174 0.48890163 0.55281149 0.43488401 0.34888615] [ 0.50317227 0.51230056 0.59669827 0.360399 0.44190312] [ 0.59381792 0.56261418 0.41136623 0.55791931 0.48001033] [ 0.55325043 0.47188103 0.42853951 0.73145589 0.3301049 ] [ 0.60963997 0.45525211 0.54443933 0.37670928 0.30350496] [ 0.5497259 0.36364265 0.71249035 0.5375675 0.32246474] [ 0.7487095 0.50863334 0.29470733 0.57040913 0.3236622 ] [ 0.49746071 0.45368874 0.49689691 0.53407407 0.4586168 ] [ 0.51890092 0.36547399 0.4720673 0.7657747 0.33615685] [ 0.48175179 0.35672726 0.44547979 0.82728328 0.33711667] [ 0.53958338 0.51512006 0.53382124 0.27861965 0.48321866] [ 0.51361164 0.48769446 0.5911076 0.58591352 0.50408653] [ 0.67059942 0.49178085 0.45973959 0.34746684 0.44430856] [ 0.51243236 0.34134583 0.58166227 0.652353 0.59641271] [ 0.47802057 0.28562255 0.38318727 0.83365334 0.36659229] [ 0.45353606 0.49396351 0.54088089 0.69511268 0.42635785] [ 0.49703314 0.3884633 0.54675064 0.70148749 0.57097524] [ 0.597824 0.43393256 0.34082493 0.55735905 0.33330121] [ 0.516669 0.49693515 0.45367877 0.4841202 0.38025082] [ 0.52306389 0.57030871 0.48862438 0.40527843 0.46042429] [ 0.63106213 0.63588938 0.4307128 0.6840881 0.40253941] [ 0.44790738 0.48146687 0.62298593 0.55594905 0.49030622] [ 0.50270326 0.33599932 0.52439261 0.45570192 0.4983985 ] [ 0.59545175 0.43298776 0.46060903 0.4381081 0.34211715] [ 0.5426807 0.46031946 0.556356 0.43739507 0.40196637] [ 0.64722774 0.56826105 0.44482828 0.62927297 0.36170934] [ 0.51773401 0.37811465 0.65894553 0.6605787 0.39176743] [ 0.55238015 0.48564914 0.6204661 0.52007039 0.43999885] [ 0.53744969 0.4006031 0.50178272 0.52108179 0.2909599 ] [ 0.54591152 0.53550324 0.40337205 0.43133613 0.48510841] [ 0.67269116 0.49347243 0.47582536 0.51227724 0.35713528] [ 0.49658862 0.67447229 0.44379898 0.63003164 0.38355715] [ 0.60156962 0.42646733 0.58146234 0.31669533 0.41333845] [ 0.58992461 0.64461748 0.50463255 0.48255133 0.44720211] [ 0.58729579 0.5012043 0.35481593 0.4068383 0.3383919 ] [ 0.58785642 0.34384902 0.45914112 0.67886026 0.3460868 ] [ 0.63190902 0.43048921 0.5089777 0.38964507 0.42011929] [ 0.61536771 0.62200075 0.52385818 0.54015728 0.47220055] [ 0.5418886 0.46067491 0.59011818 0.63596316 0.32871353] [ 0.49752905 0.3997444 0.52278797 0.61063376 0.5739374 ] [ 0.51493059 0.52834686 0.62949086 0.7018067 0.4517036 ] [ 0.5531286 0.59285155 0.48990856 0.41852409 0.47939121] [ 0.63054088 0.64643106 0.35867508 0.76425009 0.38831227] [ 0.55692998 0.50258315 0.50759771 0.31652817 0.40292746] [ 0.48843957 0.47292993 0.58976821 0.38330771 0.52082754] [ 0.5303473 0.56814874 0.38358759 0.29857126 0.36465241] [ 0.59687073 0.5183125 0.41933084 0.41623324 0.40340582] [ 0.47057939 0.38078179 0.42582464 0.77320869 0.42635008] [ 0.58616547 0.616574 0.43708173 0.56908622 0.43603379] [ 0.55763588 0.50867509 0.54308902 0.61016029 0.46556735] [ 0.45272446 0.40244854 0.57178786 0.7959398 0.45023412] [ 0.43149928 0.32799521 0.47788943 0.71228156 0.49092462] [ 0.48579492 0.28784264 0.664889 0.61625863 0.36742308] [ 0.53208228 0.52367797 0.5459316 0.27122188 0.57319349] [ 0.70182629 0.46813197 0.39411736 0.47364393 0.3582034 ] [ 0.50462485 0.43659778 0.55920235 0.62223918 0.31427471] [ 0.5707831 0.48642194 0.45982649 0.26611536 0.26197671] [ 0.58396806 0.30059194 0.45156816 0.77785414 0.35878011] [ 0.58358594 0.64359477 0.50419916 0.52986552 0.35745954] [ 0.49915919 0.47146391 0.43485776 0.50294187 0.41301867] [ 0.59066642 0.5569263 0.34633786 0.68809329 0.45612138] [ 0.58078232 0.45064094 0.39685519 0.48987483 0.4812741 ] [ 0.55992948 0.47695556 0.4302729 0.38645234 0.39992951] [ 0.62855239 0.54768253 0.39870623 0.62197901 0.4751128 ] [ 0.60339302 0.5240276 0.4976367 0.41468254 0.48908589] [ 0.60100915 0.38029662 0.49418332 0.65384401 0.59576342] [ 0.51677758 0.40432004 0.62704162 0.40040509 0.48392833] [ 0.66794437 0.55952949 0.47648833 0.42395329 0.41920832] [ 0.42044618 0.3960677 0.57600794 0.78612977 0.4535174 ] [ 0.61490184 0.4540014 0.49642405 0.36262629 0.42883274] [ 0.58124205 0.36327927 0.48728472 0.5657382 0.37660201] [ 0.4576269 0.47833796 0.50994841 0.61525348 0.47586714] [ 0.53312417 0.3263058 0.56555088 0.58338227 0.35816933] [ 0.62786649 0.37942099 0.54195585 0.56340373 0.60095695] [ 0.56148431 0.44038711 0.60626584 0.60666012 0.3395991 ] [ 0.60030848 0.54550455 0.50090971 0.74281133 0.5398151 ] [ 0.57021746 0.53476131 0.40945587 0.37753645 0.37028884] [ 0.59060421 0.47497394 0.48738076 0.5521864 0.4744611 ] [ 0.53810044 0.61969812 0.44577022 0.56609505 0.4001842 ] [ 0.66618287 0.42696578 0.3997945 0.69706924 0.35362347] [ 0.5508698 0.58738877 0.5471138 0.59250192 0.40550353] [ 0.48442232 0.40737523 0.49064343 0.79366785 0.53958262] [ 0.59631219 0.41559299 0.52787643 0.47647825 0.52773879] [ 0.50136084 0.45540926 0.57443615 0.51594438 0.3716383 ] [ 0.57455274 0.50007169 0.41463684 0.47182245 0.55017473] [ 0.52385198 0.4919218 0.63746899 0.43308154 0.4266937 ] [ 0.50249817 0.51956881 0.51974372 0.60942826 0.45839016] [ 0.60209152 0.45135359 0.5489918 0.35166321 0.6219344 ] [ 0.49318429 0.46830211 0.64152986 0.42973696 0.52150134] [ 0.54153749 0.43085018 0.38751405 0.60376293 0.54379515] [ 0.50324527 0.49759014 0.56041114 0.44626717 0.40373731] [ 0.41301003 0.51400159 0.58874608 0.68190194 0.4809078 ] Progress: 2.3% ... Training loss: 0.953 ... Validation loss: 1.385[ 0.48205686 0.47868884 0.55314188 0.78412633 0.48425284] [ 0.50815631 0.57439042 0.48813243 0.41435885 0.54021781] [ 0.53860708 0.47457157 0.65857884 0.44634968 0.535172 ] [ 0.65601304 0.48747957 0.36090121 0.32606349 0.4374547 ] [ 0.56382261 0.32707805 0.53497264 0.42854952 0.51447688] [ 0.54217451 0.48469973 0.68398826 0.2632937 0.45209399] [ 0.61272535 0.40319798 0.41412705 0.6330656 0.38235827] [ 0.49077798 0.45186155 0.52180341 0.54024385 0.34718856] [ 0.42529022 0.523704 0.5045483 0.7560628 0.48687752] [ 0.56181535 0.47068591 0.58279996 0.33327212 0.36337376] [ 0.48075202 0.34304984 0.52291358 0.87332818 0.51568126] [ 0.6552125 0.6287227 0.54289617 0.44678296 0.44890373] [ 0.53796906 0.5267922 0.25876893 0.77377069 0.40387068] [ 0.53624345 0.6108549 0.49267014 0.51436888 0.48285478] [ 0.57259474 0.48940299 0.52682282 0.56652053 0.4069075 ] [ 0.60550022 0.5576006 0.52876792 0.45244581 0.44027667] [ 0.55513759 0.37891806 0.43048659 0.44868137 0.34287378] [ 0.49634406 0.46077267 0.58644631 0.52888578 0.5379965 ] [ 0.53471965 0.52613647 0.41719316 0.31428599 0.46571284] [ 0.56039306 0.51999867 0.49864867 0.52942918 0.47863808] [ 0.53385031 0.35876627 0.52051539 0.41708592 0.31624035] [ 0.53600394 0.64185424 0.43124467 0.42949257 0.53923013] [ 0.49973887 0.25827624 0.41660812 0.79028085 0.48017481] [ 0.54795148 0.37674805 0.62319269 0.5364179 0.31209943] [ 0.54512026 0.42375462 0.56759592 0.47420497 0.45607378] [ 0.60745086 0.39632681 0.48484997 0.46765639 0.47270726] [ 0.46584591 0.41944375 0.46316991 0.56013056 0.35141106] [ 0.48016792 0.36991825 0.48290851 0.69165924 0.4682934 ] [ 0.58418255 0.29419072 0.42510589 0.56402201 0.49832062] [ 0.51698916 0.56380506 0.52201879 0.34233022 0.42295477] [ 0.50693306 0.33599129 0.57880467 0.4345883 0.48555999] [ 0.57235807 0.57846377 0.51906329 0.74826492 0.52355323] [ 0.50564568 0.43603488 0.55921915 0.62176611 0.31411879] [ 0.62811605 0.5342666 0.53217244 0.60820489 0.31866441] [ 0.50777938 0.54263543 0.43700948 0.48916084 0.40897689] [ 0.40834103 0.54920996 0.4519002 0.69939988 0.48436499] [ 0.57853804 0.46776389 0.50437933 0.71483294 0.51924269] [ 0.46213094 0.30547253 0.51766686 0.80587419 0.37494703] [ 0.48123421 0.58731399 0.59042033 0.25972297 0.51707626] [ 0.55642905 0.48712711 0.43256432 0.55701028 0.4315631 ] [ 0.49710143 0.40924681 0.35542748 0.43585604 0.35653835] [ 0.47910069 0.28489205 0.37828385 0.7424654 0.35843891] [ 0.51196174 0.44336184 0.61237477 0.684592 0.42939316] [ 0.57219714 0.54466725 0.41410255 0.48587064 0.46808077] [ 0.45204604 0.38918942 0.56350699 0.78572756 0.53372862] [ 0.65584208 0.49781046 0.38058302 0.72176179 0.41263205] [ 0.46547025 0.47733001 0.51867845 0.40506747 0.47681549] [ 0.43978668 0.43476211 0.67497956 0.59839119 0.44690227] [ 0.52800479 0.38892825 0.41391599 0.78445491 0.3992261 ] [ 0.52353687 0.45942306 0.36313145 0.69163904 0.35135986] [ 0.45850872 0.34036362 0.5349593 0.74989142 0.45739523] [ 0.51236213 0.42737298 0.52767281 0.57030333 0.5766876 ] [ 0.75036509 0.57027036 0.31844076 0.48016356 0.34773106] [ 0.63079998 0.42163807 0.38600846 0.59136258 0.32670406] [ 0.57975366 0.55802075 0.50229081 0.72839191 0.47946762] [ 0.5685889 0.34250047 0.42384136 0.49791707 0.4895577 ] [ 0.46159339 0.42947938 0.54509049 0.41850995 0.53251696] [ 0.57688885 0.5434451 0.50999127 0.43794249 0.5015534 ] [ 0.55042133 0.40060117 0.49241457 0.84747951 0.3776741 ] [ 0.48499156 0.4911195 0.53274627 0.60348865 0.50587671] [ 0.41478055 0.4913751 0.51333012 0.69089561 0.42946566] [ 0.62099612 0.64523801 0.43517806 0.64744908 0.43886855] [ 0.46878954 0.47469938 0.50479467 0.45823772 0.46723923] [ 0.7006167 0.5753808 0.53344301 0.43794081 0.42593717] [ 0.50238723 0.54593009 0.5685636 0.37691871 0.49867331] [ 0.48103561 0.53905528 0.48453103 0.3895211 0.51085457] [ 0.52058745 0.41780166 0.5744382 0.62630966 0.48486215] [ 0.63391304 0.4220919 0.39417641 0.54910609 0.37450073] [ 0.53401751 0.45454439 0.47696067 0.43743311 0.45814034] [ 0.52107047 0.45646022 0.44945064 0.45566007 0.4032145 ] [ 0.63174165 0.49869328 0.42066699 0.60852674 0.46736111] [ 0.54314671 0.55660486 0.54552667 0.53082342 0.48991076] [ 0.51276632 0.44957219 0.62703849 0.36161854 0.52060174] [ 0.60249705 0.51976472 0.46005918 0.39835324 0.43115423] [ 0.52495598 0.45447522 0.51794462 0.63250231 0.37823749] [ 0.62975559 0.49642866 0.44179344 0.52303337 0.39430221] [ 0.50565344 0.29073832 0.52154386 0.66358944 0.43408879] [ 0.5934873 0.55493185 0.55413197 0.57405999 0.51967165] [ 0.52918549 0.57776548 0.47965025 0.74841246 0.44591843] [ 0.65311372 0.49242795 0.43921008 0.42932435 0.4789094 ] [ 0.51204287 0.30159208 0.51360106 0.66297717 0.42361545] [ 0.64723386 0.55741446 0.42592575 0.44414081 0.31446748] [ 0.57785231 0.50834539 0.41651066 0.43922142 0.44428487] [ 0.43370426 0.36374383 0.55867315 0.72680187 0.53502834] [ 0.41275837 0.34867746 0.46578602 0.78638786 0.54399859] [ 0.52535137 0.44423275 0.53453874 0.44389889 0.44624903] [ 0.50059943 0.43124136 0.49374306 0.29532916 0.56375675] [ 0.67336049 0.65976437 0.5073829 0.63889652 0.50541305] [ 0.50614223 0.47196045 0.54487797 0.67227628 0.37839451] [ 0.59360869 0.54816808 0.37610316 0.65870127 0.38500516] [ 0.43878886 0.31253513 0.61420189 0.74543356 0.53589872] [ 0.52115621 0.45574859 0.45434332 0.59737073 0.26848146] [ 0.50777938 0.54263543 0.43700948 0.48916084 0.40897689] [ 0.45591414 0.32883644 0.42424341 0.39527916 0.67869113] [ 0.55926366 0.53461077 0.47660814 0.51956312 0.4222607 ] [ 0.50052226 0.29624428 0.54860007 0.7591113 0.4488249 ] [ 0.59525256 0.54649259 0.48333448 0.30870881 0.33696341] [ 0.62205006 0.53250507 0.4788091 0.46737831 0.49110429] [ 0.63273995 0.50995602 0.44919883 0.55812818 0.3514104 ] [ 0.51046801 0.39112677 0.38700226 0.82979148 0.34815294] [ 0.51411996 0.54407759 0.52464508 0.36038686 0.47956103] [ 0.5531406 0.44073845 0.56807518 0.39132772 0.55341506] [ 0.45360031 0.43629523 0.67002601 0.70282648 0.44469418] [ 0.54256533 0.43215739 0.49940536 0.44929344 0.45085427] [ 0.57933211 0.44346949 0.57167644 0.48399109 0.37252183] [ 0.63192912 0.56732522 0.5421048 0.18897614 0.38286463] [ 0.50777896 0.46304272 0.42021142 0.55605864 0.51575257] [ 0.63531704 0.50560633 0.46304191 0.58345587 0.44103285] [ 0.55887252 0.63249684 0.46304192 0.57676399 0.42081947] [ 0.61765126 0.53311281 0.59789766 0.61083019 0.41609369] [ 0.60107718 0.4578762 0.47145569 0.64605221 0.46597296] [ 0.50971151 0.33246991 0.49803033 0.33475014 0.48410981] [ 0.43283554 0.4550556 0.54077622 0.51738784 0.55559926] [ 0.5538023 0.5581981 0.60629427 0.57649519 0.51044823] [ 0.62434585 0.51766056 0.4493521 0.32273695 0.32020793] [ 0.42143358 0.50189793 0.39006094 0.8102074 0.4312486 ] [ 0.60723346 0.51515486 0.44289613 0.44727293 0.36993767] [ 0.45753323 0.40430228 0.61941058 0.72723233 0.38457691] [ 0.49339685 0.47038506 0.56452814 0.75261022 0.51559419] [ 0.52424458 0.55859451 0.5504056 0.33059644 0.50463744] [ 0.54848535 0.53614429 0.40088295 0.56887816 0.26858616] [ 0.51445434 0.56921423 0.39303984 0.70935503 0.43168458] [ 0.56864787 0.40321429 0.39549283 0.64254735 0.47497574] [ 0.63681613 0.39489132 0.53731122 0.35683743 0.39023082] [ 0.50405052 0.56448933 0.58736419 0.27116028 0.49063104] [ 0.56014976 0.48307168 0.50554991 0.30809519 0.29291295] [ 0.55399611 0.41689935 0.61542299 0.35324445 0.36912991] [ 0.53174777 0.5825709 0.53342633 0.40120677 0.46404257] Progress: 2.4% ... Training loss: 0.951 ... Validation loss: 1.386[ 0.49465671 0.36056906 0.52618324 0.71557604 0.33341106] [ 0.62811708 0.4839925 0.44771589 0.58536994 0.40932519] [ 0.47930003 0.45793788 0.37197195 0.63183329 0.50147599] [ 0.55727415 0.45065315 0.4087188 0.51342022 0.4404629 ] [ 0.52720195 0.42235252 0.40153221 0.74702267 0.3250635 ] [ 0.63203624 0.62944651 0.46490414 0.48142772 0.43028341] [ 0.54475748 0.51333246 0.45374093 0.71724139 0.49922031] [ 0.54060097 0.58615465 0.49518342 0.27809208 0.48134476] [ 0.65329513 0.47508182 0.42601525 0.55966713 0.38902626] [ 0.4534803 0.39654143 0.435771 0.7173906 0.33852143] [ 0.50228513 0.45106209 0.55177235 0.61734479 0.35922009] [ 0.57624889 0.61309897 0.46153376 0.42845328 0.47298603] [ 0.57260433 0.46839386 0.53242851 0.38437268 0.47095104] [ 0.579972 0.30496799 0.44169385 0.69238299 0.32846997] [ 0.58270152 0.61940837 0.46326801 0.48120452 0.46428473] [ 0.54424325 0.41610912 0.68740878 0.27748468 0.64160239] [ 0.4598412 0.39182076 0.61247414 0.61366892 0.46731988] [ 0.65488081 0.61987916 0.57888974 0.28288874 0.543432 ] [ 0.54886731 0.48932166 0.60676705 0.48413148 0.39788657] [ 0.56772283 0.65393999 0.44256079 0.69445719 0.34114985] [ 0.55095484 0.32914576 0.41094758 0.60801526 0.43162648] [ 0.59298338 0.5116215 0.40706883 0.52528252 0.41590286] [ 0.46793014 0.38319745 0.61658395 0.59605205 0.34186888] [ 0.55593053 0.45010739 0.42094323 0.56740893 0.43647623] [ 0.51511878 0.17525371 0.53678943 0.78597019 0.48229118] [ 0.47988223 0.53477362 0.56379562 0.67294087 0.42192564] [ 0.55727151 0.50016738 0.41294303 0.38644528 0.39290637] [ 0.63634618 0.50684539 0.45629548 0.57290923 0.32357157] [ 0.60635999 0.45455984 0.46225643 0.66720314 0.28106007] [ 0.49479665 0.33033524 0.49901695 0.56976012 0.35280002] [ 0.54179544 0.57103526 0.54582145 0.21505668 0.53424785] [ 0.63513058 0.54555093 0.50184607 0.32676133 0.38892504] [ 0.5333033 0.44139248 0.54515477 0.68111073 0.45960966] [ 0.60989608 0.48222685 0.44470051 0.28597851 0.48913592] [ 0.6106237 0.45389092 0.46313356 0.3945569 0.40695001] [ 0.52581604 0.41058166 0.51060331 0.39923243 0.52662097] [ 0.53071229 0.38581729 0.59529722 0.5477188 0.4372671 ] [ 0.50488547 0.50494052 0.50115453 0.51260309 0.36534341] [ 0.60940994 0.51996007 0.42584819 0.38657014 0.47897452] [ 0.55657693 0.42297269 0.46464049 0.51187728 0.50458998] [ 0.45794446 0.41903222 0.55150804 0.28137939 0.43146422] [ 0.45161944 0.5413878 0.55950179 0.26330442 0.52963813] [ 0.58835837 0.5586597 0.4177381 0.63304942 0.41905927] [ 0.48384515 0.51656481 0.61613534 0.46328887 0.54848111] [ 0.56098102 0.3462012 0.60426372 0.52251457 0.57228097] [ 0.54619087 0.3711797 0.37612939 0.39248884 0.50485409] [ 0.65375031 0.46766423 0.52752918 0.29665707 0.33367353] [ 0.5940855 0.53677267 0.38890706 0.70233084 0.39881054] [ 0.59657507 0.58575143 0.59801201 0.5946463 0.41758614] [ 0.58151105 0.55945628 0.51898452 0.39710009 0.55980062] [ 0.60666767 0.48761376 0.48357719 0.43904082 0.41018923] [ 0.52607325 0.56881104 0.65520252 0.55285962 0.45879134] [ 0.47839635 0.34699364 0.64906895 0.61747677 0.37389021] [ 0.59925451 0.5773587 0.63275519 0.43695928 0.35536456] [ 0.47048872 0.41405882 0.57627168 0.85148833 0.42210891] [ 0.56217127 0.53840388 0.37999236 0.56437577 0.50215774] [ 0.55087342 0.46471036 0.48849624 0.58171855 0.48700278] [ 0.57541774 0.59419323 0.49144439 0.60705086 0.46369074] [ 0.50950545 0.35398058 0.51885896 0.59977494 0.33587766] [ 0.60670543 0.28222781 0.57001138 0.32781304 0.49199291] [ 0.43350846 0.36858596 0.58052861 0.47740239 0.43878719] [ 0.51755211 0.42930735 0.53037792 0.41386177 0.44645501] [ 0.52322246 0.44296848 0.58907318 0.70715426 0.3497432 ] [ 0.49038175 0.37315278 0.63386118 0.32040547 0.65052765] [ 0.61868256 0.59378543 0.49355588 0.50897509 0.46042583] [ 0.41869882 0.30563259 0.47344535 0.68790755 0.46016589] [ 0.39955752 0.35004876 0.57980341 0.80476701 0.48568782] [ 0.47619742 0.26686567 0.41820964 0.8551486 0.34718308] [ 0.58629579 0.68411829 0.4359086 0.61981326 0.39485397] [ 0.63799951 0.43815883 0.61531838 0.42036148 0.37421943] [ 0.58054083 0.55984879 0.45650075 0.3904575 0.4244029 ] [ 0.55856939 0.50658259 0.50321023 0.36115635 0.49522252] [ 0.57377639 0.41905974 0.393995 0.5760093 0.40559877] [ 0.52274088 0.36447569 0.63898153 0.69873274 0.5380248 ] [ 0.61357747 0.45085365 0.32616931 0.5517578 0.4298677 ] [ 0.70172061 0.54026083 0.35852575 0.66941844 0.44249817] [ 0.58152973 0.62587788 0.36515431 0.45085093 0.34515573] [ 0.58955123 0.35318552 0.6090082 0.50696127 0.57730473] [ 0.50998911 0.45062285 0.54585708 0.71981224 0.44202574] [ 0.56610003 0.5262128 0.3861935 0.61676756 0.52385023] [ 0.46846339 0.41753328 0.53742489 0.79289068 0.42027376] [ 0.53725712 0.52823188 0.57208017 0.77862512 0.33150377] [ 0.51121767 0.34755409 0.60629701 0.69131904 0.35321471] [ 0.54681757 0.3083515 0.55151836 0.47153671 0.33349726] [ 0.52955056 0.50830772 0.52870902 0.32715118 0.51498464] [ 0.6170897 0.62364863 0.51480411 0.47357848 0.61522724] [ 0.54396536 0.55967068 0.5054133 0.5517881 0.56454461] [ 0.49077551 0.5000456 0.46400674 0.63243733 0.42921613] [ 0.54755192 0.51397073 0.55629826 0.61402792 0.42335098] [ 0.49453495 0.52268229 0.56021707 0.43857946 0.39085718] [ 0.59910557 0.55363374 0.37946809 0.27236301 0.38462288] [ 0.56436594 0.31973511 0.39256853 0.71423987 0.4599944 ] [ 0.55919673 0.36202861 0.54170783 0.41530873 0.44848118] [ 0.51298311 0.52905175 0.49786003 0.32158583 0.46956211] [ 0.57886836 0.46419295 0.39868463 0.62061042 0.40836923] [ 0.53862222 0.43697931 0.52813075 0.57741694 0.45708001] [ 0.65705083 0.51598562 0.49137386 0.3842094 0.41847332] [ 0.63343635 0.48848048 0.59067663 0.62550509 0.41309819] [ 0.59055946 0.50918238 0.48366145 0.48017259 0.33335236] [ 0.60607544 0.57589906 0.54138628 0.45221125 0.49728398] [ 0.51405848 0.51487226 0.59663546 0.35750235 0.42758846] [ 0.64667268 0.52028768 0.54958862 0.46121745 0.50461272] [ 0.59538009 0.48474922 0.41812097 0.67914308 0.4572801 ] [ 0.61076264 0.5238451 0.40189546 0.523568 0.3976448 ] [ 0.63452181 0.5659244 0.54216588 0.18836192 0.3823793 ] [ 0.53624095 0.5876454 0.54644088 0.59356649 0.45243698] [ 0.67483142 0.49279756 0.32980112 0.24896429 0.29467075] [ 0.55169882 0.41970823 0.60013387 0.57245651 0.38209964] [ 0.48794083 0.42400002 0.42765264 0.66339534 0.34173202] [ 0.64967204 0.55447365 0.56662553 0.57109229 0.39628697] [ 0.61754442 0.56491553 0.46037463 0.6266206 0.50475161] [ 0.54886739 0.42416145 0.5143344 0.71719171 0.37129056] [ 0.61580514 0.5147431 0.52687266 0.40077508 0.47842487] [ 0.55502752 0.64587227 0.40574127 0.71836574 0.39770509] [ 0.52426875 0.44415141 0.51198782 0.71143278 0.3762731 ] [ 0.55365944 0.53559492 0.61270735 0.55620623 0.47047212] [ 0.60160826 0.53029609 0.55212759 0.35993313 0.49308717] [ 0.48048908 0.43078712 0.44398006 0.33418255 0.55689692] [ 0.55528807 0.46379533 0.44316751 0.68215233 0.47218978] [ 0.72617221 0.56359461 0.24526615 0.5709976 0.33912345] [ 0.60256702 0.46208994 0.51146761 0.3368935 0.51585977] [ 0.54060673 0.39303699 0.51685412 0.79072795 0.26764964] [ 0.64884973 0.60361097 0.50764587 0.44872454 0.4378004 ] [ 0.5416563 0.54891224 0.4760011 0.41452249 0.53423353] [ 0.5919281 0.44090479 0.56072796 0.70637944 0.35643293] [ 0.58465744 0.50946235 0.5455868 0.57436754 0.45495994] [ 0.41146491 0.37269129 0.48043582 0.83767496 0.47370612] [ 0.60913291 0.48449636 0.50431856 0.63342952 0.54208034] Progress: 2.4% ... Training loss: 0.949 ... Validation loss: 1.382[ 0.62683984 0.57677325 0.47354537 0.38993386 0.5200108 ] [ 0.43604541 0.38652281 0.51296039 0.64919677 0.37070628] [ 0.48962982 0.43175659 0.4398878 0.86276077 0.48747273] [ 0.53705924 0.30323764 0.49098736 0.60250584 0.39769854] [ 0.53804238 0.40490558 0.64085133 0.71260184 0.42565336] [ 0.50746601 0.48476724 0.5253516 0.45745963 0.5902693 ] [ 0.49517649 0.49809212 0.51974017 0.66966144 0.48512524] [ 0.4495272 0.49593459 0.5407917 0.69623002 0.42707114] [ 0.51109769 0.40413873 0.56276943 0.7697679 0.38838146] [ 0.42910762 0.31175918 0.5625518 0.66124557 0.43493851] [ 0.54828251 0.59922227 0.36678591 0.56835312 0.54233425] [ 0.5131019 0.27418832 0.40055711 0.7805078 0.42430717] [ 0.52315784 0.4545553 0.54802477 0.77704615 0.32544717] [ 0.57354587 0.46012557 0.53945762 0.5962182 0.50730281] [ 0.48389935 0.41799995 0.40374323 0.6299378 0.36047145] [ 0.65146999 0.50402563 0.37663017 0.42602055 0.39261835] [ 0.56071072 0.60339333 0.53202627 0.62080919 0.44967649] [ 0.57205131 0.57014111 0.63382876 0.361507 0.47832966] [ 0.50921653 0.40241965 0.66699744 0.73410821 0.41433893] [ 0.52759019 0.50879516 0.46490024 0.63643898 0.41580766] [ 0.59010703 0.58798277 0.453116 0.53896674 0.37843166] [ 0.48568415 0.48214589 0.61811174 0.79119332 0.4262475 ] [ 0.51529311 0.37033126 0.47267816 0.80434465 0.33276124] [ 0.61569381 0.60437628 0.56053047 0.25105788 0.43487021] [ 0.57969806 0.58841268 0.31759056 0.63607991 0.33106816] [ 0.55112135 0.45675326 0.37275037 0.5173714 0.44520631] [ 0.55942446 0.47071456 0.46788752 0.59934288 0.36459003] [ 0.51491116 0.32091254 0.54756233 0.73963239 0.36948052] [ 0.62983615 0.55009636 0.45778823 0.50143161 0.33657463] [ 0.56954024 0.32382699 0.47197087 0.76897244 0.34527426] [ 0.61172589 0.54008571 0.53815489 0.47744321 0.49614294] [ 0.64394183 0.47841099 0.50667878 0.31196255 0.47865155] [ 0.52809642 0.45118822 0.54106456 0.51091111 0.49807238] [ 0.53258782 0.46289186 0.52078922 0.746228 0.3575463 ] [ 0.58472948 0.31029423 0.4348695 0.53989824 0.4461389 ] [ 0.5221016 0.46842588 0.471737 0.46798405 0.48056982] [ 0.48730507 0.41502607 0.53077586 0.66283614 0.47564859] [ 0.57406946 0.42454976 0.52750693 0.47183154 0.4535634 ] [ 0.44354856 0.3701126 0.53507279 0.66827497 0.35595447] [ 0.53606623 0.51513796 0.52843336 0.3504656 0.560271 ] [ 0.51088332 0.49572993 0.54227764 0.41152822 0.46422813] [ 0.47657339 0.52930035 0.64049333 0.61294798 0.43019909] [ 0.58997457 0.51805341 0.53444203 0.28592678 0.55493822] [ 0.51216042 0.47408507 0.60141455 0.74681676 0.53753642] [ 0.5473528 0.40231965 0.55494656 0.57042285 0.48074546] [ 0.56105593 0.40191426 0.55180193 0.67408894 0.41225431] [ 0.52561173 0.38742777 0.64807027 0.71852377 0.3512683 ] [ 0.55949804 0.38937816 0.44731455 0.59125464 0.27692459] [ 0.50431057 0.50869018 0.48820089 0.58245591 0.50715774] [ 0.52563593 0.48208509 0.5879256 0.59119844 0.41441151] [ 0.53344723 0.3647496 0.57686975 0.51347319 0.38042591] [ 0.49021891 0.52307781 0.48967908 0.66355545 0.55026197] [ 0.53957669 0.46340286 0.41597111 0.55859906 0.42589795] [ 0.53368829 0.43494031 0.55363289 0.75166797 0.34776717] [ 0.55568227 0.39255449 0.55730073 0.64172506 0.31065384] [ 0.57082265 0.508224 0.54770644 0.39258987 0.50880564] [ 0.39493668 0.38828458 0.42380059 0.71981908 0.43844637] [ 0.50873213 0.43755979 0.60443772 0.73535063 0.49884208] [ 0.48740696 0.5000273 0.48045046 0.46691781 0.4363778 ] [ 0.58524896 0.34322309 0.47586089 0.68865056 0.58882591] [ 0.60464061 0.52454732 0.50496542 0.4364536 0.39330391] [ 0.49277351 0.44962958 0.53049937 0.72833227 0.60237727] [ 0.60749314 0.5002897 0.51443438 0.45705871 0.48173167] [ 0.40767079 0.28965034 0.38946187 0.75768099 0.46996445] [ 0.39572826 0.44954101 0.5405282 0.70951691 0.48609542] [ 0.60179563 0.56602048 0.48675681 0.45568756 0.48903606] [ 0.5853587 0.44115893 0.51243396 0.6634444 0.25794952] [ 0.38900966 0.3552497 0.64528038 0.48722971 0.62345583] [ 0.5133697 0.248224 0.48108975 0.79399609 0.33384461] [ 0.39446899 0.4873283 0.58245445 0.74621069 0.51130642] [ 0.42161901 0.36103114 0.5723421 0.69786138 0.54523187] [ 0.56737095 0.53775893 0.58662392 0.54622182 0.40750623] [ 0.57315464 0.62282473 0.55137756 0.37844435 0.46805054] [ 0.53164493 0.43517538 0.42450963 0.55119536 0.3855475 ] [ 0.58646726 0.40115015 0.52585418 0.61387242 0.5276717 ] [ 0.56041904 0.53332004 0.32099754 0.5019787 0.29838249] [ 0.64642462 0.37196961 0.46098438 0.3468144 0.41234822] [ 0.62314317 0.4502523 0.53136115 0.30079705 0.38314023] [ 0.56746831 0.57672205 0.45581517 0.30618363 0.38110268] [ 0.63739894 0.56348185 0.40758539 0.52326718 0.32958135] [ 0.56416053 0.62718278 0.39054883 0.54706619 0.51489941] [ 0.58378299 0.45349304 0.55811468 0.18965202 0.40382166] [ 0.48916165 0.43345355 0.44722095 0.56962068 0.44059494] [ 0.47520629 0.48317519 0.48991858 0.65303213 0.39234465] [ 0.48379176 0.31990873 0.50245453 0.73887792 0.4345788 ] [ 0.56668141 0.51858902 0.33740786 0.61611057 0.47248423] [ 0.49856583 0.44308864 0.38475464 0.57149905 0.48329633] [ 0.49347865 0.43089753 0.3513703 0.74497747 0.37551268] [ 0.46890646 0.38001642 0.48124789 0.67686904 0.36766678] [ 0.51422304 0.58677359 0.61883364 0.49751903 0.45537853] [ 0.59590346 0.34572978 0.52778186 0.4664114 0.52435109] [ 0.50665591 0.50025335 0.50487887 0.55928623 0.3994772 ] [ 0.473277 0.39883846 0.49681104 0.49324565 0.547531 ] [ 0.52557404 0.35149986 0.49362809 0.73413277 0.42092249] [ 0.45226631 0.44449429 0.64310727 0.38428066 0.51244013] [ 0.60201301 0.6686893 0.56486266 0.50621605 0.40172722] [ 0.50420739 0.35314657 0.50730904 0.65812656 0.35319133] [ 0.59322348 0.48582961 0.41806859 0.67980168 0.45766838] [ 0.45740429 0.48153035 0.55668489 0.71917307 0.4803805 ] [ 0.54581642 0.43465809 0.48074998 0.43389152 0.46895046] [ 0.45797442 0.31638899 0.50753693 0.65664362 0.39046694] [ 0.64534641 0.47415873 0.50335535 0.35697135 0.43487506] [ 0.5505662 0.51252717 0.46789011 0.53883945 0.50445352] [ 0.49341754 0.31139677 0.48217401 0.78707932 0.38452088] [ 0.50508703 0.33073926 0.49648725 0.76278949 0.47692777] [ 0.58842483 0.43545115 0.54715566 0.37433439 0.46700316] [ 0.50214413 0.29524863 0.52276979 0.57653028 0.40929497] [ 0.50561332 0.54432942 0.56863607 0.37584535 0.49809271] [ 0.51224492 0.5753058 0.40020803 0.65477595 0.47122795] [ 0.53809634 0.42869089 0.45884839 0.70686256 0.47536291] [ 0.6269996 0.5091 0.43838676 0.49960659 0.50476306] [ 0.53499569 0.4596516 0.6233942 0.37658498 0.50215809] [ 0.55144103 0.49885751 0.4886711 0.39846637 0.42695153] [ 0.40589837 0.44212469 0.49712803 0.53546609 0.50915428] [ 0.60911396 0.49861143 0.33561535 0.63222831 0.45275232] [ 0.58665486 0.49837862 0.55173179 0.47449267 0.46058812] [ 0.63372029 0.49066882 0.50542222 0.48000721 0.38797344] [ 0.64997184 0.59101899 0.53052478 0.60501362 0.391202 ] [ 0.52179916 0.53843395 0.56175651 0.40692291 0.523138 ] [ 0.57712093 0.46890098 0.5057653 0.6492771 0.48290016] [ 0.57982821 0.41421898 0.4000203 0.40159104 0.33646036] [ 0.47204252 0.43337967 0.39337545 0.68393994 0.38121638] [ 0.56454696 0.50414047 0.6116424 0.29862896 0.60002571] [ 0.45488054 0.50048913 0.59420623 0.41184412 0.48235245] [ 0.59081434 0.56387182 0.47832989 0.29514463 0.50553121] [ 0.58120718 0.63566002 0.61549038 0.52261913 0.45875861] [ 0.55870162 0.37801443 0.58596452 0.21040408 0.54823998] [ 0.56581872 0.59262465 0.48026229 0.35202996 0.42845043] Progress: 2.5% ... Training loss: 0.946 ... Validation loss: 1.372[ 0.63049367 0.47730507 0.4699883 0.43492177 0.46398876] [ 0.52500368 0.45876235 0.38983708 0.49638511 0.35301633] [ 0.54170394 0.38541564 0.49644434 0.50200142 0.34033942] [ 0.55922053 0.5938981 0.32522751 0.6083577 0.36990832] [ 0.57496 0.44176779 0.49869764 0.30824157 0.38981264] [ 0.50648141 0.3775599 0.6374783 0.29400411 0.51261157] [ 0.48638562 0.55022945 0.57829962 0.49833792 0.39609168] [ 0.54831466 0.36963082 0.45526601 0.70362329 0.31381408] [ 0.50515081 0.40827676 0.60129139 0.52020849 0.44707958] [ 0.52333042 0.39432644 0.56255555 0.67733847 0.40879251] [ 0.45292938 0.42483816 0.47770998 0.62249471 0.3784446 ] [ 0.46066586 0.31638569 0.56279671 0.69577882 0.5238121 ] [ 0.5755867 0.41568093 0.44736998 0.44050518 0.51012696] [ 0.61744903 0.53263357 0.47881815 0.28718565 0.41422381] [ 0.67728413 0.49574947 0.47929642 0.39010951 0.35907815] [ 0.47128823 0.26781744 0.53581536 0.74842131 0.39810492] [ 0.55526688 0.4818603 0.53483242 0.54364886 0.38606898] [ 0.58421245 0.42628768 0.50283285 0.34554379 0.38858579] [ 0.48585139 0.4569648 0.51829713 0.7842133 0.35437308] [ 0.58211416 0.32050945 0.59036406 0.67990312 0.3995617 ] [ 0.5327929 0.45318851 0.50567645 0.6850087 0.40155454] [ 0.53971752 0.47270011 0.53613176 0.57695785 0.51464202] [ 0.62483567 0.42065016 0.53415728 0.6364 0.56711135] [ 0.53882151 0.51626458 0.45359983 0.71895059 0.50027058] [ 0.50960986 0.5527094 0.46670698 0.5762028 0.41739789] [ 0.4997151 0.51989939 0.53527754 0.50621374 0.46836446] [ 0.52235332 0.45996422 0.6405127 0.34185252 0.53871152] [ 0.67289416 0.47097793 0.4683362 0.58889933 0.37319411] [ 0.55744108 0.35101198 0.46261413 0.66657877 0.48517905] [ 0.47261907 0.57111797 0.5605655 0.75348374 0.48375247] [ 0.59074086 0.44563517 0.60566054 0.41966148 0.54110968] [ 0.64847798 0.5106205 0.44463893 0.74794032 0.42574495] [ 0.62468352 0.42522202 0.33613983 0.62570572 0.40211398] [ 0.56224843 0.43934897 0.41936427 0.68243179 0.53429146] [ 0.59959531 0.51409483 0.58503242 0.54522684 0.41343501] [ 0.65469849 0.51390522 0.36304053 0.47355086 0.35488217] [ 0.5505589 0.47647334 0.49722093 0.5830309 0.48655899] [ 0.44642944 0.57426193 0.42431735 0.46782011 0.43049363] [ 0.62869248 0.50972173 0.47753097 0.53567669 0.46700143] [ 0.53667122 0.44116497 0.51441359 0.37478546 0.41446733] [ 0.63721112 0.64313717 0.45250965 0.48305257 0.48613282] [ 0.40789732 0.46033426 0.50434719 0.79031967 0.45971054] [ 0.58443359 0.60854925 0.58539401 0.50661501 0.45836317] [ 0.6895328 0.65805302 0.35009056 0.63397574 0.4094073 ] [ 0.65871881 0.42693061 0.48813309 0.34283395 0.42599781] [ 0.56309242 0.66698385 0.47599217 0.55534573 0.39926337] [ 0.57279844 0.37330757 0.47366671 0.40121241 0.51548758] [ 0.52314474 0.4727101 0.49837364 0.56192996 0.44624533] [ 0.55872966 0.49989329 0.37560996 0.54645143 0.48451482] [ 0.50748663 0.43687705 0.45883012 0.63445876 0.25378351] [ 0.4890865 0.45797898 0.56198956 0.68182531 0.43870217] [ 0.58342565 0.3998724 0.4456906 0.51711455 0.51119524] [ 0.54785293 0.54428626 0.51217329 0.70052256 0.53269608] [ 0.51850915 0.47685532 0.39332477 0.78517779 0.51331995] [ 0.5134608 0.46681381 0.43633581 0.63051079 0.40685915] [ 0.58324354 0.442647 0.54208845 0.2892751 0.38782836] [ 0.60985551 0.48125682 0.56491762 0.45256651 0.60925361] [ 0.40797092 0.28686973 0.39944616 0.77773707 0.44340487] [ 0.57452783 0.60073731 0.32506257 0.5869784 0.42022628] [ 0.56307671 0.54608648 0.39553904 0.65326396 0.3888626 ] [ 0.5440638 0.44588904 0.55934284 0.6523042 0.55868325] [ 0.5544757 0.46743641 0.53950989 0.76166775 0.40678462] [ 0.40600843 0.31945 0.57176347 0.63832571 0.45108829] [ 0.44624443 0.44496955 0.65684615 0.66758137 0.47745588] [ 0.45198503 0.42062644 0.59347611 0.57093483 0.57377924] [ 0.56587209 0.56716853 0.54534643 0.32829306 0.51844482] [ 0.55193275 0.47912083 0.59615525 0.25662144 0.53592026] [ 0.5572741 0.45410922 0.51076941 0.50453546 0.47272901] [ 0.56307671 0.54608648 0.39553904 0.65326396 0.3888626 ] [ 0.46880152 0.46487257 0.48873983 0.73567618 0.39389308] [ 0.57521063 0.32515538 0.40091213 0.30060246 0.50104976] [ 0.52181301 0.38969997 0.5497953 0.60747018 0.31812116] [ 0.60105028 0.40130735 0.41965802 0.79607654 0.3074415 ] [ 0.60300836 0.56784851 0.56107094 0.26474301 0.45033679] [ 0.52098057 0.47292011 0.59815614 0.50057339 0.38136074] [ 0.60507524 0.51148738 0.58469154 0.38406992 0.556911 ] [ 0.64820138 0.5064343 0.58132061 0.487396 0.46712755] [ 0.48152362 0.32574149 0.42130423 0.60108821 0.4014729 ] [ 0.5830071 0.47011466 0.42020939 0.32144559 0.35338238] [ 0.4787531 0.3461673 0.56234585 0.33430502 0.59970663] [ 0.48200794 0.38732296 0.39367856 0.5029715 0.55604294] [ 0.7149965 0.52852636 0.50246303 0.34179073 0.41182134] [ 0.61818678 0.54861364 0.39422215 0.70380341 0.53153846] [ 0.50538734 0.34274941 0.59948301 0.49194815 0.40071157] [ 0.65881811 0.51563491 0.53623025 0.61594223 0.50829869] [ 0.60349788 0.39406932 0.52953048 0.63510712 0.41431668] [ 0.66800206 0.50799535 0.40542668 0.37229506 0.42285316] [ 0.50316616 0.51873981 0.34037588 0.53970308 0.43485239] [ 0.60267488 0.63020304 0.55465644 0.54592197 0.39047598] [ 0.51531405 0.42355143 0.42679476 0.51012895 0.543802 ] [ 0.64168404 0.52875806 0.47725089 0.36656634 0.3811467 ] [ 0.45010684 0.3635902 0.43209594 0.80328839 0.46722075] [ 0.4943693 0.45688171 0.59662382 0.68742147 0.44885886] [ 0.45748844 0.35131324 0.43584051 0.86295881 0.56903322] [ 0.62130234 0.55986347 0.42519355 0.66281686 0.31275321] [ 0.49708849 0.37632149 0.44119703 0.609197 0.48748549] [ 0.65381781 0.49123792 0.56191084 0.36778855 0.29392917] [ 0.63514918 0.35469266 0.55702686 0.52704511 0.3256681 ] [ 0.57198502 0.50995752 0.52053496 0.44153663 0.56781053] [ 0.59849237 0.33801471 0.5108295 0.48984482 0.42464088] [ 0.50632677 0.24020326 0.52756557 0.81282486 0.56730961] [ 0.60479048 0.70951928 0.37288622 0.51541285 0.42971293] [ 0.6260993 0.59501467 0.43077368 0.65332619 0.45796613] [ 0.59363784 0.40339802 0.34423771 0.48414586 0.42014632] [ 0.51687432 0.34178308 0.45936172 0.60479281 0.27528961] [ 0.53903708 0.56852538 0.30530469 0.66307184 0.42973333] [ 0.62078653 0.51204056 0.52700147 0.39879154 0.47747861] [ 0.49408452 0.53056522 0.48866173 0.46878967 0.41383255] [ 0.55201132 0.50220645 0.43754424 0.73004748 0.48227955] [ 0.43053061 0.41167127 0.61222074 0.57841263 0.52388217] [ 0.65481625 0.45475544 0.55753528 0.58852091 0.37237987] [ 0.62861374 0.62157018 0.47618539 0.31765477 0.34965574] [ 0.575494 0.4697326 0.50572602 0.64983282 0.48319452] [ 0.49923929 0.46386879 0.68781193 0.6605832 0.58759982] [ 0.58633122 0.47707569 0.60756797 0.42721244 0.60291331] [ 0.5125617 0.58447269 0.54436611 0.41216689 0.3527973 ] [ 0.56621648 0.57323016 0.37485043 0.62339043 0.298159 ] [ 0.4928651 0.5044402 0.5605565 0.73049566 0.45106478] [ 0.63569181 0.51614454 0.5537343 0.37923615 0.40551257] [ 0.42979663 0.45404623 0.5205358 0.43687356 0.51042865] [ 0.57623444 0.47975585 0.45002139 0.43790387 0.3773745 ] [ 0.51318853 0.64665073 0.55890333 0.61814756 0.44589539] [ 0.4988596 0.46188494 0.56619046 0.45693992 0.40046105] [ 0.70131332 0.39418206 0.47539413 0.40116104 0.37287072] [ 0.53033474 0.41905382 0.42313878 0.71123906 0.34133797] [ 0.41492352 0.52977535 0.50488687 0.72218233 0.50560651] [ 0.58944581 0.61747565 0.38442828 0.68969524 0.47930467] [ 0.48634461 0.32678718 0.63179051 0.55221341 0.39057696] Progress: 2.5% ... Training loss: 0.944 ... Validation loss: 1.374[ 0.61057513 0.45747313 0.44847829 0.6447885 0.57227185] [ 0.54629493 0.34727904 0.54331771 0.50436993 0.40826935] [ 0.57147856 0.53442516 0.60563694 0.66740023 0.40207024] [ 0.63597779 0.57874685 0.54433783 0.32382702 0.55991558] [ 0.56625395 0.65301482 0.44864589 0.45713883 0.3946137 ] [ 0.55979245 0.53660931 0.3208544 0.68408691 0.38241136] [ 0.39185444 0.44155344 0.47385838 0.41505296 0.57205308] [ 0.54242546 0.41893902 0.35477537 0.67890296 0.41686502] [ 0.51568229 0.34415089 0.51533927 0.69395464 0.33763185] [ 0.606565 0.35685052 0.47950374 0.44616472 0.42869768] [ 0.6087375 0.67849006 0.43664807 0.5170038 0.45436477] [ 0.57407451 0.50481805 0.51916314 0.47841698 0.31589529] [ 0.47302572 0.3736427 0.5159563 0.81550623 0.45578947] [ 0.60013633 0.47200168 0.42863865 0.29635864 0.33847931] [ 0.57738085 0.42348795 0.5067851 0.35044047 0.56287694] [ 0.53572205 0.5627144 0.54261912 0.55096247 0.48154074] [ 0.6265288 0.49714084 0.4505306 0.45207854 0.29860011] [ 0.57224664 0.47690301 0.43030188 0.35225033 0.41131124] [ 0.56999306 0.46363374 0.52836455 0.29724835 0.50890169] [ 0.57706716 0.62932212 0.49372698 0.71917972 0.41880935] [ 0.50214278 0.66873546 0.45780112 0.61569237 0.49806641] [ 0.61142073 0.54524576 0.49264978 0.48947666 0.47975315] [ 0.51544863 0.53835218 0.47444236 0.48453856 0.46803725] [ 0.50614776 0.50827077 0.41590495 0.41957451 0.50893584] [ 0.65902996 0.62094804 0.54068449 0.59247188 0.39020107] [ 0.4744881 0.43379126 0.54162624 0.47887287 0.50055285] [ 0.55627924 0.46117517 0.54487287 0.49501704 0.31907287] [ 0.4469792 0.57571494 0.54189178 0.55141195 0.45382418] [ 0.45800094 0.33289045 0.60328837 0.75055243 0.50507367] [ 0.52972893 0.34468785 0.5470716 0.66240469 0.30703193] [ 0.62822006 0.42585131 0.47713586 0.81291303 0.52410307] [ 0.53129222 0.50661458 0.39916488 0.33208583 0.38479714] [ 0.56160207 0.4967585 0.40096114 0.48416703 0.47211809] [ 0.67988159 0.54551725 0.42098881 0.4126363 0.29992506] [ 0.41638519 0.25117831 0.40559678 0.80310264 0.42458637] [ 0.55091116 0.64655088 0.32648565 0.77013924 0.43628626] [ 0.52122887 0.53104756 0.42598314 0.74902236 0.32292753] [ 0.55879853 0.46425516 0.39850786 0.40446623 0.42606192] [ 0.51636395 0.50283273 0.52587522 0.60807685 0.46091507] [ 0.61720582 0.56249914 0.39550032 0.47504951 0.50589419] [ 0.61327453 0.52345119 0.38411474 0.45577007 0.44494655] [ 0.56512737 0.51959403 0.53685468 0.57014699 0.48700435] [ 0.40886439 0.39620739 0.49721196 0.75404165 0.45856334] [ 0.45513273 0.33947808 0.56482026 0.54219251 0.42275568] [ 0.53572158 0.52281152 0.3401078 0.68563236 0.32861502] [ 0.56253545 0.43555426 0.52664039 0.36989716 0.40843033] [ 0.64533451 0.51349007 0.52172587 0.61954916 0.33731885] [ 0.55838019 0.58874259 0.5580745 0.57444199 0.42442646] [ 0.59662077 0.58201972 0.46183202 0.33036163 0.30095389] [ 0.49868262 0.45654647 0.57436391 0.5168203 0.3720931 ] [ 0.54803421 0.49853831 0.4346505 0.69410861 0.5742196 ] [ 0.46767717 0.37086421 0.41919425 0.79303601 0.43534117] [ 0.52322172 0.4700917 0.43158056 0.65830138 0.32196842] [ 0.49411461 0.32307202 0.52262159 0.72435183 0.46525126] [ 0.5709313 0.54667736 0.61098134 0.33282337 0.40943669] [ 0.49925968 0.37401698 0.56535999 0.6787256 0.38923534] [ 0.54080088 0.45017431 0.47132408 0.5214972 0.54449436] [ 0.55512309 0.49915342 0.47259482 0.52425261 0.3829784 ] [ 0.56047195 0.49210486 0.53158275 0.40414327 0.55274497] [ 0.54464908 0.53241423 0.55277377 0.47672281 0.53680887] [ 0.58395974 0.46960282 0.4202273 0.3210928 0.35321544] [ 0.60703362 0.38132839 0.48195345 0.40166883 0.48496292] [ 0.46469006 0.31778552 0.54669752 0.64159721 0.37428575] [ 0.56009461 0.50884352 0.63149697 0.32371503 0.47282204] [ 0.64253397 0.46657087 0.49007629 0.43653589 0.32649654] [ 0.57061861 0.44385816 0.42866292 0.48765723 0.53160075] [ 0.63538888 0.49838931 0.50654598 0.26159727 0.27912597] [ 0.5529487 0.50918865 0.51484282 0.38552548 0.49107972] [ 0.61127946 0.5081582 0.45157261 0.45453404 0.49887819] [ 0.52867579 0.28199441 0.53121815 0.81257001 0.37099566] [ 0.503457 0.38934602 0.58195262 0.57843507 0.44347984] [ 0.64069637 0.48736289 0.44208124 0.30174977 0.36955764] [ 0.49913363 0.45391718 0.55006448 0.46191433 0.5183616 ] [ 0.5205793 0.45097833 0.40299972 0.54681408 0.42992895] [ 0.58536935 0.57143123 0.45051929 0.50523612 0.39429331] [ 0.59076499 0.34816752 0.52766444 0.46842864 0.5253056 ] [ 0.5372408 0.55232823 0.40772864 0.50171497 0.41920789] [ 0.62820828 0.39130459 0.4860797 0.27398882 0.39026894] [ 0.53823771 0.46353284 0.40582859 0.32446874 0.36745564] [ 0.54964558 0.51587932 0.48995349 0.65600689 0.34498184] [ 0.63024151 0.55541033 0.3792122 0.52003245 0.33596014] [ 0.54415022 0.39349873 0.4499442 0.65432488 0.28580033] [ 0.50997509 0.54192508 0.40336501 0.5309195 0.47326507] [ 0.6799763 0.41822485 0.38556401 0.52445204 0.39732111] [ 0.57699209 0.54208816 0.41421613 0.48383666 0.46717434] [ 0.54296083 0.33758387 0.45157822 0.82783294 0.41360965] [ 0.57735792 0.56561118 0.51666683 0.4617396 0.48085235] [ 0.62894542 0.34949368 0.50112607 0.44367456 0.36941774] [ 0.60679447 0.4427005 0.58417999 0.55271535 0.42173155] [ 0.58228924 0.54516423 0.3890549 0.78117874 0.50432567] [ 0.44688369 0.45336208 0.49239601 0.59683895 0.34859472] [ 0.51268343 0.49535903 0.55364477 0.63399002 0.3669946 ] [ 0.67130432 0.48389905 0.3477752 0.58637174 0.42817821] [ 0.4111315 0.49314537 0.51323626 0.69202125 0.43012287] [ 0.40609998 0.28767534 0.39941074 0.77827374 0.44376911] [ 0.56305893 0.3788517 0.50985858 0.42348736 0.49925333] [ 0.54706684 0.55185936 0.56904294 0.58772534 0.37825299] [ 0.47151904 0.39717935 0.52105789 0.65623448 0.48773686] [ 0.55586085 0.45090664 0.41169384 0.51157675 0.41280727] [ 0.53960824 0.47207891 0.53758669 0.64144649 0.41653529] [ 0.54651162 0.51580283 0.38979536 0.31298597 0.30432853] [ 0.56217418 0.34983113 0.52541107 0.50163363 0.35481396] [ 0.56233074 0.50016578 0.59621954 0.29790569 0.49196766] [ 0.55758538 0.51314531 0.46652172 0.40257297 0.45552056] [ 0.5344241 0.50659116 0.58345587 0.36510331 0.54783934] [ 0.44709844 0.50899979 0.59736845 0.48057665 0.48072029] [ 0.57713573 0.518628 0.58665813 0.45440137 0.352412 ] [ 0.54350722 0.5445042 0.45884844 0.5449986 0.56575241] [ 0.45298993 0.42998997 0.41494133 0.72678195 0.37822305] [ 0.53092692 0.36589656 0.57681104 0.51449698 0.38086122] [ 0.54658259 0.56539927 0.48162308 0.57501697 0.36145062] [ 0.57953479 0.45479943 0.42913074 0.50352999 0.43065519] [ 0.50469986 0.47618886 0.59578186 0.34865283 0.50943205] [ 0.44611996 0.52662874 0.54921072 0.5960406 0.55687575] [ 0.64043564 0.6282508 0.45016197 0.4859498 0.30254875] [ 0.55535839 0.52202617 0.58078905 0.5787221 0.59445475] [ 0.48635624 0.50607548 0.60333297 0.70378834 0.35508225] [ 0.61397243 0.45817057 0.53478627 0.32171649 0.2596603 ] [ 0.58869816 0.45124423 0.45030677 0.27998374 0.40951238] [ 0.6148219 0.39034918 0.48233093 0.64363892 0.52454644] [ 0.5291969 0.47743531 0.61503912 0.51185706 0.31715947] [ 0.50377948 0.26978591 0.46153477 0.65792565 0.49101619] [ 0.4842055 0.3347435 0.61623102 0.72451927 0.47085949] [ 0.43831653 0.42554112 0.47483836 0.67555405 0.44892334] [ 0.55996933 0.42906083 0.47902857 0.53300701 0.3431408 ] [ 0.55130006 0.34474978 0.50260317 0.40995797 0.39821731] [ 0.55712359 0.51836612 0.31429497 0.70020442 0.44964382] [ 0.56060337 0.5885282 0.56552045 0.34168144 0.45789006] Progress: 2.5% ... Training loss: 0.942 ... Validation loss: 1.375[ 0.4412883 0.50540505 0.59961312 0.69484695 0.54185046] [ 0.51921816 0.40308283 0.62708612 0.39954376 0.48348378] [ 0.58458194 0.48740243 0.50476479 0.42140572 0.50386761] [ 0.58947093 0.40783628 0.51870711 0.46696796 0.43488057] [ 0.52066347 0.41885151 0.65322693 0.41733011 0.49180769] [ 0.50256585 0.43835372 0.38380212 0.426615 0.34789678] [ 0.69958665 0.56925331 0.38826664 0.36486299 0.31389897] [ 0.45775484 0.42269141 0.53717932 0.79542304 0.42214197] [ 0.63031903 0.34877391 0.5011581 0.44307427 0.36917188] [ 0.55078824 0.47955181 0.53139849 0.43166422 0.56187053] [ 0.55501566 0.60605618 0.5056776 0.46123594 0.52551433] [ 0.44093388 0.52642133 0.52721325 0.63042678 0.40333587] [ 0.50956296 0.56637652 0.48462045 0.47457504 0.46919598] [ 0.50650129 0.49123324 0.59095386 0.5884095 0.50536589] [ 0.65956019 0.5213126 0.37574595 0.70386316 0.39886158] [ 0.50975175 0.38970745 0.51627732 0.77164848 0.3749266 ] [ 0.49933393 0.44990052 0.54148798 0.71170949 0.37458292] [ 0.4953923 0.527809 0.46645841 0.40856147 0.53681781] [ 0.57710039 0.43570504 0.47600672 0.75814508 0.45750394] [ 0.5502724 0.60038974 0.56115783 0.70206809 0.46809698] [ 0.52666538 0.43509079 0.56982554 0.57664218 0.42018 ] [ 0.50191358 0.45409924 0.60878904 0.61993175 0.58423611] [ 0.52459022 0.41857877 0.52599217 0.45743821 0.3969402 ] [ 0.54949452 0.36884814 0.47800446 0.74573159 0.35227462] [ 0.67161521 0.41472968 0.3628832 0.67103031 0.45606892] [ 0.57959812 0.47234652 0.56515464 0.32555803 0.45069653] [ 0.64931602 0.52664333 0.54398402 0.53086602 0.4229866 ] [ 0.43809405 0.40659449 0.53662247 0.49406743 0.52501009] [ 0.64353494 0.50699704 0.61934214 0.35196678 0.50707529] [ 0.458391 0.52073408 0.50329358 0.47879221 0.48189742] [ 0.4797115 0.27962544 0.46661948 0.6896697 0.38047039] [ 0.63555606 0.62755683 0.46499432 0.47974578 0.42958881] [ 0.52213627 0.33774737 0.50571656 0.72587554 0.47198986] [ 0.55930654 0.4639515 0.39851939 0.40420776 0.42596654] [ 0.48646877 0.3218773 0.55360652 0.74319879 0.47977047] [ 0.53922537 0.47952144 0.40581769 0.67329961 0.47640052] [ 0.52476118 0.33228832 0.57956177 0.69834813 0.343737 ] [ 0.44974928 0.39874861 0.51956188 0.84015216 0.54833163] [ 0.61397309 0.53404582 0.43086352 0.54482023 0.38217057] [ 0.69804176 0.53515552 0.58183303 0.198679 0.41665213] [ 0.6916744 0.51688458 0.53743775 0.5675207 0.48848654] [ 0.55769084 0.51909992 0.53326587 0.51378452 0.34661826] [ 0.60826738 0.50523075 0.45599856 0.77297332 0.42274573] [ 0.44674989 0.45970794 0.57491143 0.49658845 0.55733431] [ 0.57094553 0.55071576 0.4170454 0.66777805 0.31000846] [ 0.58068436 0.44562389 0.46125781 0.3309811 0.42416583] [ 0.48385082 0.38325866 0.51535398 0.52942997 0.48673668] [ 0.62693706 0.42566636 0.54270024 0.46969315 0.51843027] [ 0.55707077 0.49323555 0.54249321 0.24546325 0.52820776] [ 0.51896451 0.56443734 0.65219086 0.54510781 0.48287465] [ 0.57471608 0.38535205 0.56107458 0.41161731 0.48196259] [ 0.53628918 0.34419208 0.46812811 0.52376495 0.40451739] [ 0.60243648 0.3974624 0.54964888 0.23421205 0.48177172] [ 0.57142015 0.47979062 0.51440328 0.279691 0.36054354] [ 0.4589548 0.27539497 0.46868 0.71667094 0.37912213] [ 0.6081297 0.50841429 0.36929231 0.57847148 0.43325254] [ 0.5536634 0.48981582 0.52164313 0.51652222 0.37710185] [ 0.51921756 0.39855933 0.43792503 0.47830199 0.43439618] [ 0.42958767 0.37901382 0.51656946 0.64246644 0.39727632] [ 0.46057795 0.39333189 0.50757505 0.83915541 0.48661748] [ 0.50567451 0.44283227 0.5292885 0.54945799 0.48653785] [ 0.57666448 0.49496062 0.33662399 0.65805075 0.39287907] [ 0.70092002 0.65918821 0.45526561 0.39550614 0.38197536] [ 0.49711216 0.555998 0.43946518 0.43198369 0.43858774] [ 0.5251858 0.49333474 0.60430739 0.56157446 0.37030296] [ 0.43855292 0.40342773 0.50234344 0.76770975 0.47880163] [ 0.67148932 0.61267704 0.36978316 0.65339112 0.43515817] [ 0.48662798 0.39646087 0.52598375 0.52003829 0.57137425] [ 0.54378641 0.46782294 0.55129531 0.39568138 0.39372594] [ 0.44074714 0.42413597 0.51055441 0.81891903 0.50561238] [ 0.61907815 0.55086468 0.36795961 0.54481695 0.46041989] [ 0.56129694 0.37671229 0.58601954 0.2097927 0.54776864] [ 0.56309323 0.50487143 0.41985984 0.51374002 0.41952745] [ 0.39806567 0.446102 0.49694452 0.53857654 0.51061413] [ 0.40531436 0.37076913 0.49724901 0.66042047 0.4108088 ] [ 0.53488613 0.38403797 0.39365759 0.33289765 0.33207443] [ 0.45738933 0.33917687 0.43812918 0.4419491 0.67771412] [ 0.52421502 0.55130975 0.50123823 0.2661701 0.48857412] [ 0.6391755 0.57864826 0.56046283 0.28690122 0.37583539] [ 0.48177694 0.408418 0.70383195 0.59817318 0.46959367] [ 0.55448442 0.52198036 0.47950371 0.32846869 0.3240923 ] [ 0.52852113 0.46605083 0.50140451 0.62346326 0.46799207] [ 0.59215979 0.5600565 0.46637576 0.49716685 0.41964179] [ 0.4928654 0.52755722 0.4961449 0.56560519 0.53758174] [ 0.57986004 0.38574373 0.45414318 0.36644901 0.40267302] [ 0.54433664 0.49624755 0.51536948 0.4726787 0.45151278] [ 0.52151943 0.40201208 0.55044812 0.46662151 0.35355236] [ 0.4453072 0.39986165 0.53959969 0.67474564 0.480002 ] [ 0.4744479 0.51128226 0.65616488 0.34457916 0.3866344 ] [ 0.5024446 0.29501133 0.52276855 0.57638574 0.40924483] [ 0.54411408 0.43431336 0.66844581 0.61060844 0.42785422] [ 0.55568953 0.5777895 0.48538169 0.68797475 0.42598072] [ 0.47314802 0.4565303 0.45403637 0.3975495 0.45777231] [ 0.51044055 0.36998234 0.64480761 0.520595 0.33677328] [ 0.59794532 0.50874747 0.44918316 0.67355677 0.29053304] [ 0.62888715 0.59455552 0.59163645 0.5658468 0.32508439] [ 0.59773259 0.50579177 0.60052258 0.39953627 0.30431441] [ 0.52344374 0.48763211 0.547626 0.65061524 0.38112068] [ 0.51917428 0.42015181 0.55350125 0.52682889 0.49535952] [ 0.54143437 0.40467899 0.55365334 0.44482564 0.47235141] [ 0.59180062 0.48851483 0.55628586 0.42342396 0.36565215] [ 0.58728803 0.53063032 0.41843085 0.65888778 0.35166993] [ 0.5477429 0.42158147 0.60003895 0.57398874 0.38278701] [ 0.66427096 0.53559462 0.44615223 0.53238491 0.3300759 ] [ 0.61689091 0.52094304 0.47409661 0.43532994 0.35504432] [ 0.51148357 0.35536858 0.48030862 0.67297484 0.6299891 ] [ 0.48987545 0.57088483 0.43951781 0.65027376 0.41637248] [ 0.61469396 0.41794612 0.58753037 0.49084703 0.43872179] [ 0.65889423 0.56645267 0.42379994 0.39915613 0.38531581] [ 0.56477549 0.50649208 0.5692586 0.40920893 0.5437398 ] [ 0.64192513 0.52466804 0.44757635 0.29391475 0.31036322] [ 0.52148267 0.45529454 0.43516277 0.30609957 0.41550976] [ 0.58540529 0.56719019 0.52017802 0.32093643 0.56295563] [ 0.47269379 0.40631476 0.53751957 0.71086437 0.51708686] [ 0.4727816 0.30885498 0.55718146 0.62254175 0.38681963] [ 0.54668492 0.44280602 0.56021439 0.3078148 0.39491527] [ 0.48514612 0.39686601 0.39286724 0.82092334 0.39378328] [ 0.58317376 0.48907159 0.3561406 0.61668094 0.39032014] [ 0.55510706 0.4763674 0.46741459 0.60290397 0.27264365] [ 0.49828013 0.28634679 0.42168089 0.84817653 0.43059499] [ 0.53980997 0.50234792 0.54367393 0.49620292 0.49370692] [ 0.60301286 0.59005921 0.49462402 0.30781681 0.44813953] [ 0.50641551 0.52360313 0.37894943 0.54610747 0.39148024] [ 0.53714463 0.53473538 0.45243066 0.73718486 0.49665218] [ 0.43150109 0.38192338 0.51817544 0.68131066 0.43214299] [ 0.68500356 0.42695568 0.44593332 0.50232032 0.33543996] [ 0.55334193 0.52425395 0.59062443 0.31769918 0.41285747] [ 0.53715489 0.5477417 0.46110222 0.53834013 0.391045 ] Progress: 2.6% ... Training loss: 0.939 ... Validation loss: 1.373[ 0.47798359 0.37809981 0.64916942 0.67213378 0.52416447] [ 0.46797816 0.41089654 0.47298527 0.72446906 0.58797144] [ 0.67444566 0.42794079 0.37378065 0.55847502 0.43309826] [ 0.54777762 0.44988628 0.51623616 0.69257745 0.31966672] [ 0.49471856 0.39431239 0.6056072 0.77325974 0.53489713] [ 0.61016664 0.4033317 0.55485438 0.67138189 0.36070098] [ 0.6014476 0.5630697 0.54376982 0.25788291 0.48356685] [ 0.4710692 0.46902585 0.47222024 0.50216342 0.49523556] [ 0.52753254 0.50783894 0.31700347 0.59610586 0.38269912] [ 0.65197758 0.59195199 0.37663663 0.56043097 0.37272917] [ 0.57192429 0.57659347 0.53752051 0.69192816 0.45728862] [ 0.51505666 0.48913012 0.57453982 0.29283693 0.62806836] [ 0.58118233 0.41166067 0.54411989 0.42290901 0.37959445] [ 0.62914835 0.44521599 0.42176708 0.53446485 0.46699463] [ 0.57291897 0.43992053 0.43445664 0.25385523 0.40328952] [ 0.56070931 0.44375311 0.43265106 0.50571854 0.46336864] [ 0.52714478 0.48468162 0.66095481 0.61292617 0.5033339 ] [ 0.6542194 0.43708593 0.47218799 0.42194444 0.33615068] [ 0.47218633 0.51005151 0.42863875 0.52442852 0.34899362] [ 0.59892926 0.49989343 0.3528038 0.4352818 0.39794248] [ 0.45554303 0.39957038 0.41513434 0.79832007 0.43504179] [ 0.60719348 0.50780137 0.49167151 0.47115039 0.37411023] [ 0.52278276 0.50381627 0.47899691 0.75352321 0.54122315] [ 0.60790296 0.59498835 0.50500492 0.44333155 0.38447629] [ 0.41836586 0.32054645 0.59050232 0.61786054 0.38099362] [ 0.61030475 0.54957341 0.40806605 0.73422992 0.39521628] [ 0.59290549 0.41774947 0.58243596 0.60804702 0.57766273] [ 0.47096128 0.4888409 0.55904616 0.74080122 0.42618372] [ 0.42399287 0.57538678 0.66535301 0.41369938 0.58219657] [ 0.56224119 0.60123705 0.43474094 0.60338473 0.36848817] [ 0.6018742 0.59615985 0.49184368 0.42927246 0.39387603] [ 0.56288333 0.32346552 0.44099409 0.80332595 0.38804561] [ 0.53189334 0.47967561 0.46797288 0.7429918 0.32761715] [ 0.54652324 0.53142213 0.55281657 0.4759543 0.5364632 ] [ 0.64818271 0.46180498 0.44540908 0.31837013 0.32950717] [ 0.6352498 0.55856219 0.55541095 0.49120745 0.32272118] [ 0.66780795 0.48583134 0.3476949 0.58770993 0.42886618] [ 0.57675902 0.51182196 0.47784892 0.58260599 0.32436812] [ 0.51909224 0.31617655 0.53480214 0.63717933 0.4038032 ] [ 0.56803531 0.53140298 0.48603104 0.39987386 0.58862937] [ 0.52571316 0.43148838 0.41343558 0.65274659 0.31448606] [ 0.56380953 0.49623164 0.5180554 0.61453142 0.52327989] [ 0.57151003 0.42584914 0.42088248 0.71987457 0.34256534] [ 0.50467203 0.37422477 0.61485818 0.7483484 0.45031889] [ 0.63401374 0.52470521 0.52145283 0.31334513 0.43213369] [ 0.652341 0.52503312 0.44198453 0.34382947 0.37320085] [ 0.62941044 0.50778401 0.43844437 0.49853671 0.50430178] [ 0.52322001 0.5536176 0.54392438 0.4446871 0.46538251] [ 0.55611579 0.5711452 0.50590625 0.35084702 0.44341011] [ 0.51008568 0.24845473 0.58422918 0.71687968 0.45932719] [ 0.5478965 0.44253941 0.54415688 0.39785204 0.30154283] [ 0.5004112 0.53478559 0.45093804 0.67124007 0.45573196] [ 0.4745418 0.40162687 0.59576553 0.68061858 0.39068336] [ 0.44558965 0.32908887 0.58627605 0.58361522 0.43678219] [ 0.53340468 0.45831234 0.46731316 0.38026536 0.28007988] [ 0.54572075 0.52957178 0.57498656 0.5550961 0.53706421] [ 0.58134025 0.61547761 0.38623513 0.37957844 0.30091856] [ 0.51095275 0.23031383 0.61471015 0.70265485 0.33810909] [ 0.58357105 0.4899925 0.41888164 0.47923175 0.47844052] [ 0.58566969 0.51900412 0.4127831 0.33254809 0.39769575] [ 0.54813341 0.47255573 0.64682864 0.4080937 0.48693276] [ 0.56278798 0.42792537 0.60467616 0.59216351 0.44324959] [ 0.58495673 0.51856732 0.50574401 0.35839992 0.30116047] [ 0.40443392 0.39669718 0.5539357 0.43762051 0.58641055] [ 0.53931218 0.46232424 0.60739921 0.36666412 0.52660639] [ 0.52100172 0.41425744 0.5094961 0.37394155 0.49537546] [ 0.5566706 0.50402917 0.43352033 0.61365375 0.32308153] [ 0.54971834 0.44845062 0.49180174 0.50363337 0.54191865] [ 0.55549491 0.46559175 0.57301432 0.37207249 0.44243282] [ 0.50481212 0.38783024 0.49809947 0.71802981 0.33777212] [ 0.46663499 0.43336359 0.58165168 0.44131172 0.63187472] [ 0.58589925 0.44962218 0.50331664 0.6018842 0.36011996] [ 0.56464633 0.52297934 0.58157579 0.42350003 0.36467924] [ 0.44363121 0.41208662 0.56156478 0.57633461 0.5203376 ] [ 0.52189698 0.59924569 0.3708513 0.56108403 0.35488678] [ 0.60413849 0.39789742 0.48477122 0.4689718 0.47332069] [ 0.50435704 0.41953494 0.50781772 0.45334607 0.48491935] [ 0.5976513 0.50834863 0.53943944 0.70234224 0.5300845 ] [ 0.50785203 0.5098263 0.47393282 0.46455746 0.44228387] [ 0.49168628 0.37958156 0.63794724 0.62743982 0.3260086 ] [ 0.42336065 0.416185 0.56379434 0.7361916 0.40360268] [ 0.44268267 0.44374511 0.64699457 0.71541982 0.63330689] [ 0.47122471 0.44533996 0.58295149 0.7453788 0.55921196] [ 0.67191441 0.4288261 0.49317663 0.7320302 0.49780733] [ 0.56795469 0.54078021 0.58410181 0.51656993 0.45165058] [ 0.52911737 0.4726308 0.48892069 0.42179536 0.50354841] [ 0.54995373 0.56180966 0.36194926 0.71835436 0.41069571] [ 0.56311066 0.51069269 0.48712023 0.53187271 0.46902078] [ 0.52682867 0.48766928 0.59978901 0.31955641 0.52997028] [ 0.5570441 0.50622975 0.55940593 0.46113169 0.51042323] [ 0.41374363 0.30620978 0.49724656 0.81532548 0.405194 ] [ 0.64087021 0.55876549 0.37828073 0.43808812 0.3621359 ] [ 0.62732561 0.53464379 0.53215378 0.60834025 0.31878871] [ 0.44260901 0.48222713 0.60058052 0.58853313 0.49119089] [ 0.55098321 0.47729725 0.58118075 0.41117125 0.49797682] [ 0.56931106 0.42452121 0.38227145 0.57481848 0.32328231] [ 0.53370042 0.35778377 0.49463886 0.62786766 0.34078516] [ 0.44429833 0.33986624 0.50446052 0.77343127 0.48427098] [ 0.52298096 0.52080333 0.46921052 0.50870767 0.49147448] [ 0.62747777 0.55934371 0.23257723 0.68398559 0.36737411] [ 0.56792919 0.56743882 0.40653928 0.52016983 0.57813324] [ 0.55629148 0.58097158 0.49919499 0.4650879 0.4765472 ] [ 0.53361428 0.47650179 0.48528019 0.38108393 0.4236794 ] [ 0.5059152 0.55795829 0.48814991 0.33167298 0.48315165] [ 0.52123541 0.50569803 0.51797913 0.55523849 0.60236646] [ 0.50557266 0.40977272 0.62924913 0.3222848 0.56765648] [ 0.55956938 0.43377007 0.50543803 0.4756984 0.45993722] [ 0.54673383 0.53501319 0.50842862 0.46148961 0.41690765] [ 0.3792538 0.42113551 0.51976781 0.7742725 0.47324119] [ 0.62363118 0.63944627 0.34187988 0.50134477 0.32872502] [ 0.53809787 0.44211072 0.46284122 0.53983189 0.4191291 ] [ 0.44351633 0.43901896 0.43471269 0.81013173 0.4782474 ] [ 0.41043076 0.31061967 0.55760973 0.65168754 0.45676242] [ 0.65611506 0.53161814 0.50823084 0.29717508 0.36229428] [ 0.59068657 0.4303235 0.31877426 0.50012624 0.46070877] [ 0.57566829 0.50902157 0.43045207 0.50558993 0.36807847] [ 0.55140261 0.50832575 0.56397362 0.4282396 0.42412974] [ 0.47283878 0.35635911 0.53880474 0.67314003 0.31650333] [ 0.45880779 0.52685984 0.40162693 0.5773261 0.35488019] [ 0.45974779 0.44294049 0.53282157 0.75511285 0.46244042] [ 0.4786009 0.47765598 0.56419116 0.75654342 0.51824071] [ 0.59729367 0.45288347 0.4021953 0.56054334 0.35281673] [ 0.52544143 0.49023595 0.38202617 0.72239934 0.5443762 ] [ 0.43488192 0.32442765 0.55715747 0.64606574 0.40910186] [ 0.6208174 0.42809223 0.31306647 0.43861133 0.36137642] [ 0.46743589 0.40202776 0.60277347 0.56112698 0.35265276] [ 0.49663495 0.34964923 0.50749742 0.67910725 0.39934501] [ 0.65802414 0.46631768 0.4628767 0.57818571 0.33711887] Progress: 2.6% ... Training loss: 0.938 ... Validation loss: 1.373[ 0.64275883 0.55571001 0.42878841 0.52577687 0.29669756] [ 0.51689131 0.43939031 0.40971338 0.55327088 0.47044818] [ 0.6025875 0.48154763 0.53213087 0.39162036 0.39422719] [ 0.49222758 0.35568305 0.54120033 0.62450364 0.57246104] [ 0.4441781 0.37156791 0.56078417 0.56956182 0.56059713] [ 0.52042547 0.35682634 0.59263398 0.39501164 0.51907685] [ 0.46341719 0.33026605 0.50830579 0.86839468 0.58039037] [ 0.45361167 0.27236964 0.51866418 0.66744376 0.52887149] [ 0.66507292 0.69927449 0.42203355 0.46774581 0.40446736] [ 0.44699304 0.58877815 0.51201452 0.51430855 0.49814 ] [ 0.57477184 0.3866079 0.54990681 0.67466414 0.319661 ] [ 0.51773023 0.44184338 0.53477931 0.39502504 0.5062496 ] [ 0.48082578 0.44477964 0.61247323 0.71502544 0.53319158] [ 0.53878658 0.32259021 0.53484168 0.4691623 0.47216227] [ 0.67779624 0.49987889 0.44129902 0.678864 0.39553682] [ 0.55670699 0.57541874 0.5219544 0.30543915 0.5087461 ] [ 0.64378054 0.4946383 0.4715062 0.49266766 0.28029121] [ 0.51001748 0.35300454 0.56421204 0.75119604 0.39742544] [ 0.44203185 0.51427458 0.64080259 0.45405974 0.56623232] [ 0.57920118 0.45398566 0.61337024 0.55138302 0.35134862] [ 0.60065314 0.3825904 0.53755424 0.37105021 0.44877846] [ 0.50449679 0.45678736 0.57932967 0.54782681 0.56172415] [ 0.56956479 0.50787114 0.44706598 0.69318907 0.42243318] [ 0.45825752 0.44350091 0.5443409 0.42081087 0.48478886] [ 0.47945549 0.35246874 0.46074901 0.63753472 0.58662603] [ 0.52878001 0.52573536 0.61594297 0.57183815 0.40160608] [ 0.46022782 0.37959787 0.51565732 0.81831677 0.45806992] [ 0.63834981 0.52539643 0.40981919 0.60457747 0.45978925] [ 0.56946218 0.40930464 0.47406539 0.5448086 0.35531713] [ 0.55540003 0.55468339 0.35598422 0.65046292 0.42389158] [ 0.56594419 0.39902057 0.38040404 0.43805711 0.47055072] [ 0.47208019 0.40887132 0.61452186 0.53005224 0.39364512] [ 0.66364304 0.55053648 0.38605753 0.54428014 0.33639088] [ 0.44750962 0.47579188 0.61712972 0.74800128 0.46997578] [ 0.61396965 0.39742959 0.44127593 0.58143309 0.40827228] [ 0.69739285 0.5781796 0.52959985 0.6600527 0.46677029] [ 0.44303948 0.4464828 0.65677552 0.6686245 0.47803735] [ 0.5239711 0.40384805 0.52997897 0.68280699 0.34522856] [ 0.55428234 0.57621616 0.60038768 0.36792665 0.48058274] [ 0.44804243 0.42191241 0.53818105 0.49198924 0.49036041] [ 0.57497898 0.47732109 0.49968851 0.53712202 0.64545274] [ 0.61499597 0.50307951 0.46691571 0.55167 0.33161433] [ 0.56263844 0.33637351 0.34183033 0.71002901 0.36902639] [ 0.49376254 0.51349388 0.49743607 0.61787112 0.62140836] [ 0.6057951 0.59299479 0.48347776 0.47218482 0.511361 ] [ 0.60954998 0.3903588 0.51952747 0.44563866 0.4109419 ] [ 0.59016161 0.44903079 0.60701584 0.54711447 0.31914555] [ 0.56558854 0.57368342 0.4957632 0.27055885 0.47682272] [ 0.5923983 0.42464386 0.52083453 0.33653953 0.3653009 ] [ 0.65287387 0.57127884 0.42586757 0.51304136 0.5764444 ] [ 0.51622375 0.40657126 0.49994513 0.40536912 0.51973951] [ 0.51644202 0.43259553 0.3922954 0.75385854 0.3313759 ] [ 0.59218615 0.27478806 0.45614624 0.34725569 0.39676267] [ 0.54315087 0.41401374 0.55362145 0.608971 0.4572519 ] [ 0.55100999 0.38517355 0.48370204 0.71264889 0.48132075] [ 0.62456384 0.54246389 0.56436028 0.57854273 0.42483209] [ 0.61187824 0.57784852 0.5284912 0.36829061 0.35401681] [ 0.49284231 0.41392882 0.60910851 0.47672643 0.42045417] [ 0.52232706 0.52429644 0.49006426 0.49240765 0.59983785] [ 0.45833313 0.44528005 0.54601696 0.68786224 0.39715619] [ 0.56462209 0.43245327 0.37739573 0.60408357 0.37705296] [ 0.40488373 0.49228667 0.598487 0.76123942 0.48197775] [ 0.49416216 0.47337553 0.57165483 0.60284783 0.41404835] [ 0.43195637 0.38833962 0.51285896 0.65050391 0.37140534] [ 0.51892974 0.56443502 0.65219055 0.5450735 0.4828815 ] [ 0.49385044 0.39646279 0.61844849 0.7783291 0.49126961] [ 0.66349966 0.52703893 0.38131663 0.4722606 0.37990747] [ 0.46094901 0.44836693 0.5785916 0.61518927 0.51085596] [ 0.36961553 0.42308327 0.45160437 0.81726009 0.48252181] [ 0.57490597 0.41290321 0.65202403 0.23260868 0.48489231] [ 0.4612297 0.31539513 0.54662943 0.59959629 0.41648778] [ 0.5273755 0.53713968 0.32887626 0.81725151 0.52145846] [ 0.53672696 0.37547954 0.37592413 0.39592072 0.50654643] [ 0.51177577 0.48694386 0.45525824 0.46971256 0.33532047] [ 0.47336615 0.27790899 0.55819153 0.67674116 0.45397211] [ 0.49387622 0.52374414 0.51954438 0.61225573 0.45990884] [ 0.66364304 0.55053648 0.38605753 0.54428014 0.33639088] [ 0.48166575 0.51607605 0.42577716 0.68193389 0.57002628] [ 0.49971303 0.53665033 0.55545424 0.39681471 0.55108299] [ 0.56728874 0.37679612 0.50995876 0.42180689 0.49849217] [ 0.50214245 0.55574223 0.57158647 0.49845994 0.3959431 ] [ 0.6319999 0.53838893 0.54401817 0.53159285 0.44209481] [ 0.46015739 0.34403647 0.62604354 0.54857174 0.4785384 ] [ 0.577689 0.34680144 0.5370477 0.6164276 0.31054776] [ 0.55413925 0.44369486 0.36274452 0.59359881 0.43202014] [ 0.64377507 0.4270275 0.4275957 0.40748969 0.46147508] [ 0.46926318 0.44157269 0.45680562 0.67959676 0.44262098] [ 0.4207378 0.36133315 0.4366833 0.85743448 0.48962447] [ 0.55199844 0.42043056 0.51591679 0.51310841 0.55193816] [ 0.51707573 0.45531989 0.61707379 0.5659371 0.36222316] [ 0.50099275 0.45994622 0.28809639 0.77807937 0.46903573] [ 0.56151559 0.49281085 0.44857649 0.7259313 0.41395478] [ 0.50731031 0.54153849 0.51941342 0.54244451 0.48198975] [ 0.51474348 0.44800673 0.42756544 0.24968526 0.47326317] [ 0.49057671 0.65772666 0.43099441 0.6861744 0.41007682] [ 0.61176433 0.43537649 0.37035132 0.69954641 0.41610273] [ 0.62833093 0.53186936 0.51075773 0.37267471 0.46693469] [ 0.58743341 0.55767438 0.47190913 0.2467123 0.41344595] [ 0.37479611 0.43358037 0.59464522 0.58884346 0.58381122] [ 0.61413273 0.51306951 0.44069383 0.38666382 0.49857924] [ 0.53357473 0.44580336 0.32614808 0.51643742 0.49020975] [ 0.53982542 0.50493895 0.39286882 0.58255262 0.39312298] [ 0.56071553 0.33456553 0.53703019 0.35118935 0.4702002 ] [ 0.5160863 0.50719027 0.5486243 0.76891152 0.42419272] [ 0.46819494 0.34293948 0.51888458 0.80718318 0.43933728] [ 0.57956999 0.58561692 0.35611203 0.54273314 0.36233197] [ 0.64529246 0.40267663 0.43477483 0.50132724 0.32009733] [ 0.66122934 0.51867216 0.49661604 0.51924285 0.32800605] [ 0.52757741 0.49519631 0.3408737 0.66298792 0.46811497] [ 0.58815054 0.45522373 0.4877637 0.37367492 0.43066349] [ 0.55257308 0.41312852 0.57561771 0.4487043 0.44866184] [ 0.61978053 0.45502473 0.53492957 0.31959043 0.25881849] [ 0.58349463 0.51611851 0.34128751 0.74656638 0.5221206 ] [ 0.56497988 0.34163878 0.60000524 0.54616979 0.34559548] [ 0.53768674 0.43230287 0.63669043 0.57269742 0.58552595] [ 0.50351601 0.50824064 0.41526075 0.71052893 0.48968821] [ 0.52087664 0.48508931 0.47370473 0.81703213 0.42631893] [ 0.51490852 0.32739896 0.48644669 0.5786698 0.58498319] [ 0.57455035 0.51562683 0.49231872 0.46328488 0.44288962] [ 0.44907371 0.42022918 0.56701851 0.6182183 0.36647 ] [ 0.61790692 0.52840054 0.31053293 0.35177443 0.33657163] [ 0.52325077 0.52030136 0.52467039 0.42962848 0.49656628] [ 0.46464934 0.54326249 0.52651452 0.67279653 0.39014785] [ 0.55413611 0.44166439 0.3474798 0.56233877 0.38172609] [ 0.60030429 0.50547954 0.40435557 0.67955304 0.50068657] [ 0.56961738 0.38346038 0.4829643 0.60617859 0.48119955] [ 0.46333569 0.4753767 0.47526655 0.59308532 0.41373876] [ 0.49553299 0.45176463 0.54139659 0.71283271 0.37521981] Progress: 2.7% ... Training loss: 0.936 ... Validation loss: 1.368[ 0.45790034 0.4365546 0.65468086 0.59795222 0.48182186] [ 0.41245419 0.33660808 0.47744391 0.71800293 0.4944336 ] [ 0.71117521 0.46535271 0.45172489 0.34208686 0.35426379] [ 0.58145498 0.62579408 0.4486044 0.7421954 0.49784546] [ 0.65076522 0.42006764 0.56316571 0.51010611 0.63740122] [ 0.53063451 0.422221 0.50949302 0.75354455 0.46047958] [ 0.52606672 0.46789917 0.45252241 0.32474933 0.44669296] [ 0.63433362 0.46714499 0.45845902 0.6142694 0.57944563] [ 0.63862267 0.54060847 0.56333165 0.45522161 0.37825021] [ 0.5529216 0.47747988 0.5611272 0.4797641 0.47958134] [ 0.65570826 0.47726709 0.60603759 0.26304157 0.39829478] [ 0.65655395 0.43317812 0.4239943 0.54051038 0.45558273] [ 0.48894815 0.50432834 0.45658549 0.71312283 0.46924321] [ 0.55528406 0.44812762 0.58712936 0.52436441 0.58800669] [ 0.50641247 0.41941991 0.5287892 0.58694711 0.35356151] [ 0.49642893 0.49651045 0.72861893 0.50224122 0.46665554] [ 0.54337216 0.6417344 0.51025332 0.49565031 0.52155908] [ 0.61195742 0.39847686 0.44122432 0.58226078 0.40864967] [ 0.52419845 0.44641421 0.54063474 0.28976442 0.57454282] [ 0.62475885 0.39330162 0.49808306 0.20188891 0.4431693 ] [ 0.6454626 0.50031764 0.4495508 0.44642668 0.46137472] [ 0.56115701 0.5835754 0.48648128 0.66190192 0.3925252 ] [ 0.49311789 0.33047092 0.44508438 0.53408188 0.36221573] [ 0.61799728 0.50792784 0.53237716 0.53244136 0.40424933] [ 0.50570996 0.51038033 0.61666171 0.50309223 0.4751499 ] [ 0.58621234 0.59089748 0.48108778 0.39192492 0.51663356] [ 0.3798459 0.45302472 0.52957997 0.76526912 0.47808732] [ 0.69241601 0.52443284 0.45502323 0.53245942 0.39928131] [ 0.63058146 0.49770343 0.58487293 0.21021933 0.39526659] [ 0.60375265 0.49911651 0.54858051 0.45389744 0.43844192] [ 0.53509938 0.47573489 0.48531633 0.38051341 0.42342371] [ 0.5388499 0.55017848 0.41901313 0.71274581 0.53057038] [ 0.51959755 0.52954413 0.49338065 0.61010897 0.48174606] [ 0.62996751 0.38889935 0.46493478 0.76833467 0.47506543] [ 0.51833633 0.52362865 0.58226465 0.66015978 0.34129713] [ 0.61338345 0.47718106 0.39052053 0.4195169 0.41340677] [ 0.54471437 0.46018683 0.40597761 0.32222733 0.36637468] [ 0.49301725 0.5069843 0.50357251 0.58688039 0.45575881] [ 0.5645115 0.44613543 0.37561798 0.50989489 0.57935844] [ 0.59535032 0.42274331 0.39117046 0.44335301 0.38781612] [ 0.55427558 0.46486823 0.52999456 0.77016635 0.53611249] [ 0.5447005 0.63764179 0.43144829 0.42600838 0.53764269] [ 0.65734257 0.54072752 0.48575775 0.44354376 0.32745141] [ 0.57586527 0.42571379 0.37883393 0.48289026 0.43045669] [ 0.55966884 0.43322126 0.630121 0.33578173 0.42464101] [ 0.54600068 0.4636472 0.68875477 0.63807395 0.46253675] [ 0.57468908 0.56591729 0.57848738 0.57049277 0.49833093] [ 0.56409837 0.50268473 0.45799492 0.37280126 0.49867266] [ 0.48475718 0.41036471 0.55700697 0.73047307 0.43694161] [ 0.54908249 0.41614214 0.4480623 0.40535793 0.39706192] [ 0.47232734 0.50717094 0.4895338 0.5338837 0.41284837] [ 0.58077845 0.49833826 0.54828817 0.63956749 0.56949709] [ 0.63286292 0.50371742 0.44804615 0.37112609 0.32466421] [ 0.39147379 0.44339567 0.56825033 0.7132055 0.51873119] [ 0.66016649 0.49138003 0.3867193 0.52442218 0.37677096] [ 0.51311954 0.45055666 0.65851288 0.38631668 0.42979895] [ 0.63893222 0.40203597 0.4822479 0.3199104 0.38096171] [ 0.55004896 0.37422371 0.5207195 0.25783624 0.43630741] [ 0.57909904 0.5718306 0.52640631 0.51921875 0.4320315 ] [ 0.56176625 0.41408585 0.57268792 0.58503105 0.41931556] [ 0.38892974 0.37963562 0.54177168 0.44609795 0.61310267] [ 0.52453584 0.48597697 0.66089717 0.61387502 0.50380047] [ 0.4429208 0.26775061 0.55093561 0.75330381 0.5895205 ] [ 0.68336843 0.50380509 0.36352362 0.34131153 0.34664979] [ 0.5678935 0.55154458 0.45969108 0.44445809 0.47276522] [ 0.57832565 0.54607373 0.51355629 0.73388042 0.44457643] [ 0.51342994 0.50741776 0.45022622 0.7710863 0.36540455] [ 0.44682943 0.45964789 0.57491357 0.49655698 0.55731572] [ 0.56053091 0.35682556 0.55301807 0.6412029 0.45136405] [ 0.54550741 0.34117921 0.39409456 0.77382087 0.4402197 ] [ 0.66780951 0.42270185 0.50577667 0.4600861 0.58627213] [ 0.59430159 0.53688774 0.62244953 0.37815583 0.52875714] [ 0.43453428 0.46706098 0.56008012 0.77253493 0.43048088] [ 0.4586049 0.42028204 0.46173615 0.50372566 0.4588577 ] [ 0.53777617 0.46403218 0.39184596 0.56596999 0.49273271] [ 0.46574099 0.50871493 0.57268012 0.43237788 0.52787285] [ 0.53616477 0.55096388 0.60634495 0.4519 0.48052682] [ 0.61934351 0.69353688 0.49392371 0.47275845 0.57394792] [ 0.54994234 0.36732925 0.68802387 0.52015276 0.42800943] [ 0.55144103 0.50809431 0.59667946 0.38358105 0.47700001] [ 0.55385006 0.52126776 0.32530192 0.49381748 0.39900612] [ 0.47934181 0.35004555 0.54313702 0.6474201 0.43766051] [ 0.621426 0.51499686 0.57484992 0.48210006 0.37774706] [ 0.51728194 0.51754365 0.46874942 0.60618525 0.41002084] [ 0.62156748 0.45405117 0.53497633 0.31891132 0.25856142] [ 0.63048146 0.58093384 0.47850532 0.40811144 0.38115896] [ 0.63875751 0.40486461 0.54535239 0.56424962 0.45971539] [ 0.59035389 0.49281 0.62908411 0.47304293 0.5896803 ] [ 0.45040417 0.58115901 0.58201996 0.53582564 0.44663035] [ 0.51022259 0.30401122 0.49245827 0.55276805 0.39643412] [ 0.44840381 0.50095704 0.45176715 0.44954869 0.49851262] [ 0.51928606 0.46328658 0.44190587 0.77734566 0.39192543] [ 0.50915139 0.4314523 0.46686801 0.76603202 0.47483045] [ 0.62996751 0.38889935 0.46493478 0.76833467 0.47506543] [ 0.55966884 0.43322126 0.630121 0.33578173 0.42464101] [ 0.55605517 0.40595198 0.54490154 0.47996847 0.47814849] [ 0.53050884 0.37434907 0.49791229 0.47882052 0.39878906] [ 0.61056823 0.56323311 0.33389245 0.71640945 0.31471601] [ 0.53451173 0.55854481 0.39578653 0.60363748 0.51420883] [ 0.50085688 0.36994997 0.48910777 0.42459251 0.53911218] [ 0.5209924 0.42278085 0.37813184 0.61337949 0.50839667] [ 0.42130054 0.41465239 0.47454755 0.69334539 0.39319418] [ 0.56529597 0.50481321 0.50891516 0.57988203 0.54456368] [ 0.64566251 0.49503141 0.3687712 0.60160773 0.33800258] [ 0.60423637 0.56360436 0.42305477 0.63153833 0.321942 ] [ 0.49935829 0.38633583 0.49102633 0.76190335 0.37311538] [ 0.53475855 0.48647462 0.43047899 0.61551715 0.51273696] [ 0.61669386 0.50389307 0.41560443 0.52665081 0.52909897] [ 0.56354311 0.4654347 0.48717475 0.50976295 0.62888796] [ 0.63947208 0.49792272 0.41148311 0.25424573 0.35050924] [ 0.69008834 0.5352763 0.48382589 0.49515555 0.41262233] [ 0.46845809 0.45096694 0.652913 0.61847064 0.48125728] [ 0.59242002 0.61446458 0.46350745 0.47702462 0.46247661] [ 0.59925664 0.42299783 0.49561317 0.49336759 0.38073207] [ 0.43832531 0.29659283 0.59138122 0.571352 0.36632479] [ 0.53100581 0.5151619 0.39471161 0.66630257 0.3656206 ] [ 0.588296 0.46734749 0.48739974 0.24301053 0.41570676] [ 0.59131874 0.40992248 0.32154211 0.66104557 0.35662471] [ 0.46679313 0.27467934 0.45024534 0.74580625 0.35141791] [ 0.63186517 0.56463171 0.38378797 0.6281376 0.38972727] [ 0.60185843 0.5948185 0.49725048 0.24816698 0.44711196] [ 0.55155722 0.55804363 0.38800757 0.49854051 0.37692136] [ 0.58395669 0.50843412 0.50937843 0.32177353 0.40776149] [ 0.4764119 0.4342793 0.59756043 0.51338429 0.48205089] [ 0.49266466 0.48878948 0.57050375 0.41525201 0.43932103] [ 0.47892301 0.43663045 0.4597761 0.67843612 0.35329512] [ 0.54337216 0.6417344 0.51025332 0.49565031 0.52155908] [ 0.5621518 0.44155263 0.55709574 0.31550695 0.3949695 ] Progress: 2.8% ... Training loss: 0.934 ... Validation loss: 1.362[ 0.47799835 0.52829191 0.53734257 0.476321 0.34116732] [ 0.55867293 0.48915409 0.51504213 0.57696236 0.36865733] [ 0.55508256 0.54999837 0.5698364 0.33525679 0.5483467 ] [ 0.56808293 0.47876414 0.37342412 0.53816113 0.55817852] [ 0.59249371 0.39442311 0.46390611 0.46294222 0.25196445] [ 0.67166599 0.54388984 0.2556181 0.58890449 0.37244218] [ 0.50043847 0.25207937 0.58400378 0.71989944 0.46105955] [ 0.54193771 0.50725523 0.60755029 0.3745177 0.49597337] [ 0.58584798 0.41138957 0.45869386 0.34481257 0.47068048] [ 0.42334734 0.40306973 0.56283629 0.79283314 0.53894003] [ 0.50890775 0.4034068 0.58131993 0.54280228 0.40062404] [ 0.6176382 0.32656608 0.41090807 0.59044389 0.53354032] [ 0.44137889 0.5117404 0.54932659 0.57873149 0.41897383] [ 0.58722152 0.40733375 0.49802925 0.56697664 0.35056177] [ 0.57392026 0.47622596 0.6929407 0.51515126 0.53243065] [ 0.56376839 0.46101488 0.43841597 0.74603479 0.54921317] [ 0.39404633 0.41958773 0.59591984 0.65833623 0.53970235] [ 0.5263937 0.45806001 0.5432883 0.71374966 0.27206004] [ 0.46648919 0.39478985 0.51355571 0.65986518 0.37577299] [ 0.59932659 0.4964605 0.49565463 0.63401779 0.30759819] [ 0.53412348 0.41832369 0.44586851 0.60245282 0.39013407] [ 0.61894166 0.46753593 0.57789108 0.45164217 0.35006161] [ 0.50000897 0.51785726 0.51141622 0.60389002 0.42291318] [ 0.50977473 0.40316157 0.45520458 0.81579526 0.33935427] [ 0.54630375 0.49286873 0.57183735 0.27869766 0.50769878] [ 0.5899233 0.49117891 0.4024808 0.33968763 0.38204145] [ 0.62856712 0.61801135 0.31583851 0.74970391 0.42691828] [ 0.52829208 0.50984416 0.4271234 0.35319875 0.37669248] [ 0.55074368 0.43104782 0.5377242 0.66181775 0.40678957] [ 0.54527622 0.52377307 0.57294279 0.3748053 0.52576796] [ 0.41962863 0.35277346 0.58820963 0.71711102 0.47896956] [ 0.52607306 0.52766196 0.33990283 0.68864265 0.33016682] [ 0.56391633 0.51799453 0.44959446 0.34465673 0.39957547] [ 0.6506161 0.45706875 0.48552218 0.36708824 0.4788876 ] [ 0.60820992 0.52423071 0.5618261 0.28526572 0.42896116] [ 0.57770461 0.46723043 0.52144459 0.77043121 0.41637524] [ 0.52934656 0.40406536 0.48067501 0.52698502 0.47947591] [ 0.51798644 0.31234325 0.63168886 0.66889857 0.47807773] [ 0.52895053 0.38446345 0.51265326 0.55001816 0.29270756] [ 0.50443111 0.49634547 0.46421558 0.82118339 0.33976867] [ 0.58608828 0.46360806 0.6108701 0.67624129 0.40292851] [ 0.46681272 0.4434712 0.55151112 0.77554181 0.43907068] [ 0.59096652 0.53404218 0.44352307 0.34684001 0.4498739 ] [ 0.52902609 0.67189422 0.51068631 0.69305525 0.41747112] [ 0.54645812 0.44821467 0.61555606 0.32149371 0.51657931] [ 0.58482421 0.52556105 0.47622796 0.7145367 0.38897143] [ 0.409056 0.52239716 0.48072245 0.51061475 0.4439813 ] [ 0.43232671 0.38287246 0.55417622 0.71620932 0.43818964] [ 0.62432343 0.45701955 0.48252279 0.46404735 0.42048108] [ 0.52924829 0.41098865 0.34694829 0.69290329 0.56364523] [ 0.57352774 0.62862438 0.38329298 0.62296429 0.48039934] [ 0.62357444 0.54758227 0.53168192 0.42733007 0.54024271] [ 0.54113693 0.53468233 0.56943726 0.31552859 0.50358357] [ 0.42764596 0.3034498 0.52251771 0.74468304 0.44238341] [ 0.53785289 0.46106881 0.44449033 0.53019666 0.39961393] [ 0.55586241 0.32173657 0.44833235 0.43276482 0.53950828] [ 0.74344792 0.6008084 0.23927319 0.60884551 0.23237975] [ 0.48521714 0.41420038 0.48844093 0.78011436 0.42770779] [ 0.55463044 0.58896127 0.48326117 0.3385628 0.40880086] [ 0.60007335 0.62450558 0.59629485 0.3375098 0.45355384] [ 0.53930154 0.5201926 0.57551074 0.39383715 0.47438272] [ 0.5201241 0.47719487 0.45724306 0.74087867 0.31463502] [ 0.46199422 0.49137318 0.56008637 0.73576814 0.46862465] [ 0.40112289 0.2647738 0.45755288 0.6595889 0.45451341] [ 0.5476514 0.54642426 0.48417934 0.45408009 0.45262758] [ 0.40306971 0.43990484 0.55553625 0.7898654 0.42438335] [ 0.45728603 0.43653231 0.62023989 0.68929932 0.57816487] [ 0.49655356 0.36223062 0.56171302 0.81183188 0.4221763 ] [ 0.62110142 0.63193263 0.52106728 0.55310037 0.43966962] [ 0.53761248 0.49093198 0.43294931 0.30994827 0.38511472] [ 0.52125453 0.39353524 0.64200313 0.75612186 0.48032534] [ 0.57446153 0.52469919 0.49093143 0.57310467 0.49890069] [ 0.6008027 0.57712313 0.40333064 0.64338773 0.50747322] [ 0.4749574 0.34178241 0.48309818 0.85195681 0.41473533] [ 0.48679152 0.33298919 0.66272514 0.70522621 0.48709543] [ 0.47909014 0.47253631 0.56840305 0.77217545 0.4183984 ] [ 0.4244411 0.4533781 0.51649719 0.46449163 0.48356307] [ 0.55137074 0.61910606 0.55994053 0.59691057 0.53253627] [ 0.51752245 0.35945415 0.54653149 0.74309938 0.50872313] [ 0.61899811 0.55368762 0.66078439 0.41286673 0.47755078] [ 0.53436727 0.25476261 0.63569968 0.52683629 0.53487603] [ 0.53451754 0.43448726 0.43870482 0.28877411 0.35834753] [ 0.60683483 0.47804454 0.54315577 0.3197605 0.47267686] [ 0.47811119 0.52493322 0.46420982 0.83689899 0.38669176] [ 0.49257424 0.4310932 0.47108141 0.77586313 0.45057859] [ 0.43922581 0.48856221 0.65181931 0.65927365 0.50264701] [ 0.50821017 0.46827194 0.59283436 0.53744584 0.42278312] [ 0.59590878 0.53087372 0.53202619 0.54502267 0.37593289] [ 0.68339388 0.64021264 0.48652962 0.50303937 0.45909438] [ 0.62097797 0.51868531 0.47420179 0.43357767 0.35432772] [ 0.51941107 0.39070649 0.54973147 0.60827861 0.31849938] [ 0.65345108 0.49844294 0.42911277 0.4379757 0.32548345] [ 0.5626747 0.58576729 0.39909067 0.52958871 0.40292331] [ 0.60172724 0.40037139 0.58843979 0.41575689 0.47329824] [ 0.48183074 0.44615553 0.51090288 0.7271379 0.49543795] [ 0.53790462 0.4133983 0.52152286 0.70119982 0.32694705] [ 0.67924915 0.49696967 0.39703641 0.22109336 0.28862357] [ 0.64192832 0.48560097 0.43950427 0.45206178 0.60082958] [ 0.59958981 0.49762206 0.5066119 0.44516032 0.36985105] [ 0.51260225 0.39386482 0.60482663 0.76241846 0.43362873] [ 0.518433 0.60906668 0.56597144 0.67535997 0.37336314] [ 0.63666819 0.49416145 0.56650265 0.3866568 0.63673671] [ 0.70722519 0.55548322 0.3395508 0.41815006 0.27940507] [ 0.54056954 0.51408034 0.47127097 0.65548739 0.52520102] [ 0.68515678 0.5279404 0.55476459 0.25010894 0.34548323] [ 0.43948498 0.45077399 0.48506566 0.72254105 0.31993542] [ 0.48192793 0.4292264 0.42564914 0.74045119 0.50623503] [ 0.5724468 0.53611581 0.54708957 0.54874279 0.42430357] [ 0.55967619 0.56812598 0.50181485 0.73425033 0.48313731] [ 0.63344967 0.5597455 0.44868266 0.3454827 0.33253167] [ 0.5027381 0.43648967 0.57261923 0.54232161 0.39908427] [ 0.49124716 0.5723115 0.56796926 0.51704984 0.40595536] [ 0.60998309 0.58941537 0.51062777 0.5636891 0.49320672] [ 0.43372584 0.49265447 0.55169664 0.81049949 0.46788735] [ 0.57530374 0.48624285 0.61396674 0.26976543 0.51490894] [ 0.43618202 0.29276902 0.60860444 0.72987109 0.4784841 ] [ 0.53889966 0.52444444 0.53726552 0.49870332 0.43383162] [ 0.4710988 0.39665866 0.54049422 0.59409275 0.49351678] [ 0.66437523 0.46680432 0.39818205 0.2504605 0.34771043] [ 0.54420778 0.46752966 0.55130543 0.39545075 0.39364678] [ 0.4589597 0.41626017 0.49183405 0.81762007 0.45739111] [ 0.48621883 0.33162587 0.59359866 0.84373412 0.459106 ] [ 0.57954588 0.45846149 0.47196959 0.65753473 0.58557234] [ 0.56341519 0.44080099 0.56376005 0.31108132 0.37236324] [ 0.68923092 0.59842429 0.31866191 0.56092981 0.34356967] [ 0.5174586 0.41759557 0.62237374 0.54319938 0.53123683] [ 0.57487129 0.45358972 0.43707451 0.67794922 0.31037377] [ 0.57540646 0.52900004 0.5613395 0.42420618 0.45805768] Progress: 2.8% ... Training loss: 0.931 ... Validation loss: 1.367[ 0.52760999 0.38207362 0.57634221 0.49777317 0.5030627 ] [ 0.56921011 0.45257271 0.45910623 0.48652136 0.43704369] [ 0.42420276 0.45707278 0.5603007 0.76323559 0.39677056] [ 0.5776834 0.45413349 0.48606581 0.36076351 0.45981222] [ 0.49907856 0.42686486 0.31762754 0.70113664 0.34792043] [ 0.61877533 0.34650633 0.44665677 0.23877267 0.36665969] [ 0.50484254 0.44350424 0.66823293 0.65904693 0.53267843] [ 0.41244838 0.4090281 0.62090424 0.53321909 0.45530097] [ 0.58289541 0.55253219 0.44776764 0.7275151 0.32014049] [ 0.55418783 0.32729272 0.44078939 0.80539855 0.38957787] [ 0.55816204 0.41240411 0.45369166 0.4394321 0.60162858] [ 0.57025796 0.5169291 0.51629865 0.51481491 0.41988244] [ 0.65478062 0.61180391 0.48278865 0.37352666 0.420896 ] [ 0.62263516 0.48028704 0.62048887 0.38462023 0.49727231] [ 0.42679537 0.43225399 0.47875863 0.84942018 0.48909524] [ 0.62721065 0.54169827 0.36175054 0.65941292 0.47721662] [ 0.64589286 0.48184262 0.35559782 0.42156667 0.36385726] [ 0.56242293 0.41372142 0.57270162 0.58468365 0.41919668] [ 0.58328679 0.61385813 0.46253133 0.51630007 0.48531645] [ 0.58953262 0.57744052 0.36377037 0.55693108 0.46581414] [ 0.61346463 0.5848876 0.38504025 0.57249595 0.40751946] [ 0.51985912 0.49285652 0.40851047 0.47357836 0.45308979] [ 0.47370551 0.33838367 0.49051335 0.67435532 0.49497726] [ 0.51995236 0.44781403 0.58426507 0.35135441 0.40566759] [ 0.48779152 0.50978124 0.40727111 0.86694567 0.39705531] [ 0.52094266 0.55504839 0.57429686 0.52375273 0.4257643 ] [ 0.54711089 0.4944776 0.54400982 0.3498014 0.49061999] [ 0.50115275 0.54842321 0.54232941 0.29880311 0.49185248] [ 0.5449831 0.33124956 0.52029414 0.57566617 0.40711856] [ 0.55564861 0.29755403 0.6259953 0.67288862 0.31007979] [ 0.39227937 0.4592259 0.60267872 0.67424273 0.53510254] [ 0.53220684 0.5304395 0.51781652 0.52024852 0.4510982 ] [ 0.433109 0.48483393 0.53744283 0.56374695 0.5020301 ] [ 0.56593494 0.42297156 0.50985992 0.56266227 0.3391431 ] [ 0.51829695 0.49985926 0.34068157 0.66619889 0.46982211] [ 0.63090403 0.49328312 0.5009121 0.34063956 0.4741221 ] [ 0.65113433 0.55933924 0.40889104 0.4529024 0.4226694 ] [ 0.55912946 0.62466071 0.51638228 0.2943286 0.48541586] [ 0.44445568 0.28968028 0.42378538 0.79934121 0.510661 ] [ 0.5111132 0.42361622 0.55266882 0.42780384 0.51670396] [ 0.41760493 0.30265784 0.55026428 0.70353137 0.40969933] [ 0.47819934 0.38998426 0.53601208 0.71037135 0.41509888] [ 0.48308914 0.3572035 0.56486201 0.66328827 0.52426637] [ 0.45721744 0.47934485 0.490298 0.74196933 0.43556714] [ 0.60569233 0.50417324 0.42286062 0.25737493 0.34389612] [ 0.54927838 0.4771621 0.50109298 0.61822687 0.43105042] [ 0.56848862 0.42473748 0.48590912 0.33680985 0.41653172] [ 0.56347231 0.46042167 0.53340382 0.3351575 0.42557546] [ 0.36065594 0.34856432 0.42914884 0.78566959 0.41499185] [ 0.52685542 0.4543422 0.46716724 0.85954564 0.38795749] [ 0.56910689 0.28129242 0.44633978 0.49020407 0.55619366] [ 0.55113984 0.41695646 0.52972269 0.4533175 0.3886197 ] [ 0.68844811 0.59285426 0.43716883 0.32907517 0.39362229] [ 0.63514363 0.51372304 0.57019641 0.32826181 0.45396455] [ 0.54681977 0.44716663 0.41902543 0.6873921 0.5371079 ] [ 0.51916731 0.51904448 0.63335694 0.50505284 0.40503453] [ 0.63037773 0.61518202 0.50136523 0.70242515 0.38566962] [ 0.61384004 0.59723879 0.57334853 0.32834992 0.49959019] [ 0.61198925 0.57855119 0.50702336 0.51617946 0.53879544] [ 0.48181222 0.4461239 0.51090251 0.72709333 0.49544479] [ 0.45873987 0.49913718 0.49598312 0.61151788 0.3384652 ] [ 0.52339234 0.47208084 0.56772435 0.39765313 0.59603153] [ 0.44823571 0.33722123 0.60306767 0.75324033 0.50685413] [ 0.58932367 0.53702391 0.61139625 0.32622558 0.40612793] [ 0.65815084 0.49212858 0.53341981 0.40373987 0.29117928] [ 0.54066564 0.46929722 0.60702979 0.55509778 0.35288403] [ 0.65069661 0.57241458 0.42581448 0.51389841 0.57687893] [ 0.57695111 0.48806059 0.46039285 0.55080445 0.53174133] [ 0.41539227 0.30362693 0.53193929 0.59349753 0.54806786] [ 0.52249187 0.46662077 0.58793117 0.64659402 0.34317487] [ 0.56319981 0.41214109 0.40853323 0.80362361 0.33032218] [ 0.53790313 0.41846214 0.53343757 0.60088416 0.34973479] [ 0.56951263 0.57968912 0.61498671 0.34222933 0.57187703] [ 0.69780369 0.52734894 0.44760514 0.34794067 0.43398288] [ 0.62727339 0.55311871 0.56145057 0.25926551 0.43342397] [ 0.62565622 0.55700766 0.36903157 0.53442628 0.31882448] [ 0.53142084 0.49224358 0.53954274 0.75680501 0.58996343] [ 0.55694966 0.37648481 0.6393861 0.4108488 0.35824288] [ 0.55078737 0.43810882 0.58233228 0.42816992 0.49303336] [ 0.55960907 0.45938989 0.38834027 0.60456173 0.30158297] [ 0.60253074 0.5479038 0.365924 0.4325927 0.45110622] [ 0.56667108 0.5415452 0.41651674 0.24582776 0.36663189] [ 0.52547865 0.42379903 0.40825724 0.37174472 0.5873583 ] [ 0.60648488 0.45805181 0.34758829 0.44979265 0.43895805] [ 0.59709525 0.63109717 0.41625471 0.4669121 0.30913932] [ 0.50631588 0.56248776 0.35485438 0.78199679 0.4488772 ] [ 0.6197178 0.46707345 0.57790829 0.45126836 0.34992988] [ 0.64804376 0.55262564 0.40377405 0.67138314 0.52622976] [ 0.57318142 0.37345084 0.32545477 0.71544742 0.34685531] [ 0.38594769 0.38817324 0.62203908 0.75842281 0.46672246] [ 0.6045936 0.52068847 0.52909491 0.51192465 0.37994085] [ 0.56775776 0.48952683 0.47413503 0.38775216 0.40539366] [ 0.43396338 0.37327347 0.55665316 0.71505233 0.45835983] [ 0.60052151 0.58338326 0.63518902 0.60846404 0.39157046] [ 0.61632919 0.55541595 0.47234883 0.61189201 0.41048924] [ 0.45996308 0.51325805 0.56620523 0.40116666 0.5787278 ] [ 0.58681472 0.49343206 0.44284461 0.55726467 0.41552406] [ 0.43929184 0.42265584 0.48595943 0.83598905 0.52720183] [ 0.67423753 0.42962892 0.44264794 0.26612503 0.30991448] [ 0.53722758 0.55343738 0.52248474 0.33519607 0.41935227] [ 0.58324995 0.51854248 0.46565622 0.25693664 0.39265345] [ 0.53246393 0.54728029 0.39469147 0.4311321 0.3560486 ] [ 0.62394067 0.58272378 0.46844938 0.40291559 0.4097599 ] [ 0.59016791 0.47194873 0.35380208 0.44574581 0.41093264] [ 0.47262794 0.50995785 0.6427465 0.5200503 0.4709912 ] [ 0.44827044 0.40606969 0.57180189 0.62627436 0.32330315] [ 0.60412059 0.55524509 0.42947987 0.39422611 0.5162183 ] [ 0.5710588 0.53458797 0.60562376 0.66733736 0.40215392] [ 0.49342874 0.48523325 0.39687112 0.63586648 0.44304157] [ 0.50208482 0.52361421 0.42444564 0.42354986 0.29969994] [ 0.50890221 0.39851444 0.40685571 0.71424217 0.4480722 ] [ 0.51305185 0.44196962 0.45865634 0.63308339 0.2436354 ] [ 0.59750005 0.53408326 0.26088526 0.50669461 0.38210353] [ 0.59248614 0.4673032 0.50654773 0.47729666 0.53588372] [ 0.65603583 0.57732751 0.51870831 0.46085528 0.42989759] [ 0.52984926 0.58296071 0.66389787 0.5853488 0.50387751] [ 0.56304986 0.45286099 0.43605095 0.48399748 0.39042938] [ 0.50990273 0.39491982 0.49069674 0.66298323 0.31815919] [ 0.55075338 0.44776814 0.58942707 0.32558541 0.5438799 ] [ 0.5561286 0.53940993 0.5179138 0.49496868 0.61938413] [ 0.50869976 0.44636174 0.56641743 0.70692413 0.3422354 ] [ 0.54221479 0.58411684 0.54911745 0.65745104 0.45589459] [ 0.61950268 0.54427812 0.27804232 0.39121232 0.3655923 ] [ 0.50220925 0.36736212 0.56045743 0.32531158 0.40738389] [ 0.39097799 0.48912232 0.42079955 0.62703294 0.45267615] [ 0.62200822 0.68161534 0.44630928 0.65603352 0.4662799 ] [ 0.64376215 0.54852283 0.45530597 0.39684829 0.43363647] [ 0.39959347 0.42541783 0.58195806 0.70654003 0.51704301] Progress: 2.9% ... Training loss: 0.929 ... Validation loss: 1.370[ 0.57545524 0.54615784 0.38848442 0.70810303 0.40212737] [ 0.62504804 0.53413191 0.4901854 0.72006009 0.37828675] [ 0.55792293 0.38801724 0.51994189 0.35211767 0.57169656] [ 0.45995177 0.58775428 0.37434156 0.63653668 0.35686837] [ 0.62803581 0.49831123 0.56805731 0.45783391 0.55214493] [ 0.38895155 0.34313295 0.6040458 0.58545219 0.48523916] [ 0.52865729 0.45594458 0.50721248 0.43239564 0.4298573 ] [ 0.40906898 0.42406368 0.40911949 0.63889606 0.39001573] [ 0.52568977 0.54783002 0.60951607 0.65113237 0.474852 ] [ 0.60810739 0.43397741 0.53527924 0.47197416 0.43613074] [ 0.54386386 0.29786068 0.6156863 0.61329683 0.55654745] [ 0.56240562 0.50896434 0.36779122 0.44831491 0.35806894] [ 0.73983717 0.57884688 0.27883676 0.49982775 0.33014824] [ 0.49831777 0.56800327 0.4592923 0.67167469 0.33716115] [ 0.43061882 0.41410003 0.48190463 0.85422595 0.46937888] [ 0.54962788 0.4465673 0.44095959 0.47776848 0.52545671] [ 0.58704191 0.34692673 0.52055023 0.56648093 0.44863927] [ 0.63767514 0.60528625 0.51901571 0.42616225 0.38704252] [ 0.55269489 0.52157259 0.43112016 0.44207477 0.37484211] [ 0.577674 0.55045075 0.37759986 0.44197586 0.43624153] [ 0.55497548 0.42444205 0.6100375 0.63157341 0.38181461] [ 0.4567498 0.51591448 0.48835191 0.50471991 0.52244688] [ 0.558168 0.32187748 0.38711227 0.57333534 0.32854241] [ 0.57247332 0.5546866 0.36945474 0.64949154 0.28587025] [ 0.68409362 0.6203815 0.43938138 0.546739 0.44974272] [ 0.60016805 0.49625535 0.58121686 0.45356134 0.43866827] [ 0.64485194 0.46017633 0.58255849 0.39384703 0.44529666] [ 0.59199048 0.41939125 0.51859362 0.34838862 0.52820553] [ 0.47358698 0.32272271 0.51790085 0.46747199 0.57751358] [ 0.51743544 0.53697185 0.5102827 0.30069553 0.50973967] [ 0.63374995 0.41028853 0.38476788 0.37082972 0.41023067] [ 0.54996477 0.5295998 0.55289668 0.47455451 0.53582891] [ 0.55605178 0.32549821 0.50868183 0.41279594 0.50604675] [ 0.4310398 0.30519574 0.56763603 0.65890598 0.39006879] [ 0.54688032 0.54008885 0.45892806 0.49844519 0.34972076] [ 0.51289288 0.44259565 0.54152405 0.25928603 0.58058499] [ 0.44829074 0.39069346 0.4432066 0.57239153 0.37468615] [ 0.57096842 0.56266648 0.56558906 0.3107079 0.43349503] [ 0.59540093 0.47992271 0.50841038 0.60627122 0.46678266] [ 0.52747512 0.58542747 0.52552308 0.42259982 0.37473575] [ 0.58235161 0.48905428 0.50817806 0.30794621 0.39839681] [ 0.39858231 0.4259379 0.58193034 0.70683118 0.51723169] [ 0.49295745 0.29712526 0.55786726 0.7106575 0.37012021] [ 0.57201014 0.44643653 0.46979015 0.53965353 0.3264602 ] [ 0.620843 0.34548625 0.44671333 0.23815539 0.36628612] [ 0.50251832 0.41537058 0.6571262 0.28581926 0.57490157] [ 0.58449529 0.54432747 0.44667544 0.47883899 0.39053154] [ 0.57023265 0.62347738 0.43438189 0.43737014 0.44546966] [ 0.53681139 0.42222408 0.44666195 0.48846535 0.42449886] [ 0.39405005 0.44839704 0.47991802 0.85814792 0.41638544] [ 0.5618167 0.37439937 0.5457438 0.58361876 0.40227149] [ 0.61640706 0.49682813 0.37955626 0.63115067 0.38073904] [ 0.60824348 0.46944553 0.50974835 0.37830456 0.65810587] [ 0.55464377 0.47337573 0.55884669 0.33796725 0.48504988] [ 0.61737797 0.44007017 0.46062382 0.40905592 0.34024954] [ 0.54027847 0.44912614 0.51601533 0.42443673 0.50600382] [ 0.55627685 0.39890867 0.46451183 0.34310151 0.48939214] [ 0.6266716 0.46529532 0.39366621 0.40463238 0.39446797] [ 0.50244465 0.52636421 0.48885455 0.46535169 0.41235038] [ 0.54268226 0.54768174 0.60648907 0.4493595 0.4793217 ] [ 0.4413599 0.36694841 0.60090287 0.74704882 0.48470937] [ 0.51183443 0.528889 0.54582888 0.58456428 0.4558616 ] [ 0.65167908 0.49762104 0.4468937 0.56981479 0.43669873] [ 0.42116717 0.36946853 0.55836969 0.73037699 0.53731679] [ 0.5311438 0.52384157 0.41073846 0.69519248 0.45048336] [ 0.54960394 0.4762817 0.44972591 0.62513898 0.45598464] [ 0.64035078 0.57605402 0.48210515 0.42752804 0.44995322] [ 0.52611094 0.40332212 0.3162695 0.66139017 0.31488741] [ 0.54470944 0.47345228 0.53972548 0.58456181 0.35131984] [ 0.42283086 0.35184292 0.59572688 0.81644853 0.58078298] [ 0.46411682 0.63213525 0.48712999 0.59061954 0.49707877] [ 0.49527397 0.4820714 0.57530787 0.64081173 0.48224947] [ 0.56129568 0.33416166 0.53704424 0.35091882 0.470086 ] [ 0.50216213 0.50843396 0.5956252 0.57800729 0.37986616] [ 0.41145046 0.52594277 0.56274166 0.67806351 0.46609602] [ 0.59902636 0.46437447 0.58410989 0.28099833 0.36997222] [ 0.49530577 0.61544961 0.38182192 0.78087385 0.37516251] [ 0.57051796 0.47338567 0.38395847 0.49955019 0.37418394] [ 0.54341124 0.40986052 0.4621877 0.69578446 0.29231153] [ 0.5590766 0.30388609 0.56191541 0.56703824 0.66996561] [ 0.68656919 0.55549263 0.45098304 0.47487492 0.45507907] [ 0.6081888 0.54648553 0.32823791 0.48940138 0.31495573] [ 0.57063186 0.39420293 0.50949725 0.41704012 0.37388528] [ 0.57241211 0.54373282 0.51773014 0.58460265 0.31944115] [ 0.51347701 0.55575858 0.48944776 0.20224734 0.47314619] [ 0.59870896 0.50931507 0.49707803 0.5854448 0.47580707] [ 0.63367204 0.48414004 0.43470004 0.19972042 0.41589027] [ 0.62507563 0.47809636 0.45553773 0.39789493 0.32602262] [ 0.57328791 0.49417677 0.3559173 0.62021172 0.3920812 ] [ 0.59099198 0.45856813 0.53287518 0.37722124 0.46752238] [ 0.50291865 0.51960275 0.65591515 0.55619213 0.41473828] [ 0.6739706 0.40552858 0.520685 0.34055115 0.37418122] [ 0.55105048 0.46253373 0.40383079 0.65720851 0.25730386] [ 0.61420329 0.50649069 0.58490562 0.38051592 0.55517397] [ 0.62174014 0.31298472 0.49507569 0.45789839 0.39643351] [ 0.63205487 0.42670706 0.53754256 0.20243449 0.36512036] [ 0.42896567 0.34685613 0.50408769 0.7776029 0.48710064] [ 0.40621985 0.48131218 0.50849006 0.77483124 0.57788178] [ 0.66688829 0.56183189 0.42401219 0.39562479 0.38377135] [ 0.55454427 0.35954825 0.5528741 0.64335859 0.45246444] [ 0.56376091 0.44800674 0.51293543 0.40146182 0.50021184] [ 0.51050184 0.40135214 0.54597766 0.47437436 0.48424392] [ 0.51449263 0.51220069 0.453853 0.66983712 0.52622218] [ 0.56369049 0.45251797 0.43606748 0.48368038 0.39031567] [ 0.56208508 0.42235576 0.49985493 0.44188596 0.44731466] [ 0.69045619 0.4922242 0.42455988 0.4536507 0.3723491 ] [ 0.52547749 0.56476596 0.44250045 0.48292715 0.46968067] [ 0.69414051 0.51540242 0.53750545 0.56624803 0.48795997] [ 0.4872114 0.56732047 0.49864814 0.69781188 0.47287648] [ 0.51366863 0.42349385 0.56066392 0.76414797 0.43809005] [ 0.56923774 0.49384721 0.4600759 0.4538294 0.39770521] [ 0.47898942 0.61976567 0.47748222 0.52760097 0.37889935] [ 0.53390673 0.44608117 0.61939707 0.27917374 0.48078521] [ 0.47272076 0.42164781 0.45539467 0.45936571 0.51525836] [ 0.46383528 0.4270537 0.62509857 0.74230687 0.32629449] [ 0.57348713 0.3946292 0.39174918 0.64764125 0.48063697] [ 0.59491842 0.38433825 0.54689847 0.51086753 0.44234185] [ 0.49147365 0.31729201 0.42786787 0.86042198 0.44649478] [ 0.55426078 0.44947882 0.39080362 0.26679084 0.44259861] [ 0.48997765 0.4589002 0.59651939 0.68864162 0.44963739] [ 0.43078184 0.2850708 0.4171656 0.86333102 0.35470973] [ 0.60905114 0.43457955 0.4801469 0.25686848 0.4480295 ] [ 0.5952859 0.59579705 0.50722398 0.52453735 0.36031065] [ 0.61022255 0.55204107 0.43279535 0.46637514 0.40603928] [ 0.48330233 0.35159719 0.48546652 0.63896101 0.36769167] [ 0.50867705 0.39547177 0.44908519 0.51156417 0.40827547] [ 0.40282855 0.52783814 0.44875597 0.78412068 0.4242769 ] [ 0.45593315 0.53143825 0.31961993 0.76385316 0.51783087] Progress: 2.9% ... Training loss: 0.927 ... Validation loss: 1.368[ 0.46101519 0.57101121 0.42199121 0.65623837 0.52298986] [ 0.51661334 0.30327336 0.47667631 0.7459783 0.46144832] [ 0.43235586 0.39351381 0.54726873 0.82627086 0.41280125] [ 0.56725568 0.3764002 0.54093779 0.65782169 0.45739067] [ 0.49391577 0.42673583 0.53603984 0.78469656 0.4225089 ] [ 0.6264896 0.51996202 0.50545445 0.54391978 0.40671167] [ 0.49530154 0.40757455 0.54278444 0.41882088 0.47053099] [ 0.59325058 0.41878335 0.51863166 0.34796005 0.52797363] [ 0.44297712 0.53514693 0.33416153 0.56994064 0.39387632] [ 0.44173201 0.44495009 0.49114043 0.67157103 0.57402997] [ 0.5899301 0.47983373 0.42304818 0.33562313 0.34297809] [ 0.56737165 0.48915281 0.46909924 0.46579543 0.39231008] [ 0.53216729 0.42835371 0.47153236 0.54974187 0.35576425] [ 0.51294297 0.44226912 0.44670523 0.70955166 0.61225558] [ 0.40194973 0.35080882 0.51667883 0.69152793 0.40467485] [ 0.56312067 0.42439497 0.55996597 0.26065687 0.57955793] [ 0.6170336 0.5074014 0.41979805 0.40810244 0.39972071] [ 0.6207111 0.46178127 0.55237602 0.45940075 0.43718358] [ 0.47922528 0.39349254 0.43432095 0.4844072 0.34220358] [ 0.54790566 0.54763271 0.50700998 0.65529186 0.37298236] [ 0.56084631 0.43202595 0.35260755 0.41872061 0.3392407 ] [ 0.63378012 0.6305606 0.37707574 0.52192853 0.48428373] [ 0.59395414 0.30955078 0.55447553 0.61076704 0.54121683] [ 0.51142556 0.4780597 0.47079899 0.71669282 0.33152034] [ 0.54051351 0.48003302 0.46743124 0.60621391 0.36775248] [ 0.53337921 0.4703089 0.54605213 0.55278231 0.42612749] [ 0.50037948 0.36033528 0.48004235 0.6765262 0.63185374] [ 0.54757474 0.35264198 0.47879646 0.4404922 0.39169786] [ 0.53260185 0.54188639 0.59600975 0.56049272 0.44157561] [ 0.63225166 0.46553608 0.44242719 0.26388154 0.28808788] [ 0.57406149 0.54681311 0.38844643 0.70853263 0.40234656] [ 0.61012119 0.52570161 0.52089825 0.39381132 0.40664377] [ 0.54429871 0.41515917 0.5540418 0.30546477 0.56054461] [ 0.60970697 0.43284377 0.33581555 0.63116319 0.40484906] [ 0.5610983 0.46971967 0.45244013 0.36985874 0.42432146] [ 0.45731341 0.25364963 0.4596956 0.76656335 0.4853967 ] [ 0.54182312 0.50791434 0.3116423 0.5188088 0.41692491] [ 0.50513934 0.49099527 0.59772938 0.49071819 0.50306537] [ 0.45577709 0.56418546 0.60943649 0.52110777 0.48213749] [ 0.49161913 0.45771531 0.57392712 0.65068904 0.42526194] [ 0.56431221 0.58407815 0.31227294 0.59087714 0.409362 ] [ 0.52698544 0.34802636 0.60006812 0.56395859 0.59593703] [ 0.64454636 0.41754461 0.45341306 0.23158242 0.36987816] [ 0.53538131 0.39255824 0.48331651 0.717553 0.4841575 ] [ 0.50965263 0.53683561 0.57863267 0.40159528 0.49462085] [ 0.43484011 0.50609877 0.45598049 0.70448333 0.36295972] [ 0.58826557 0.47251943 0.45749424 0.38093778 0.36275604] [ 0.53263577 0.33961376 0.42481336 0.72529379 0.37089065] [ 0.55634802 0.58058732 0.41195739 0.51411685 0.45029404] [ 0.63651266 0.51740564 0.58959316 0.46894602 0.43189481] [ 0.58600409 0.34738828 0.52051945 0.56690161 0.44880957] [ 0.46416298 0.49457054 0.64536534 0.54795547 0.47711779] [ 0.59435972 0.4487493 0.4365875 0.54099414 0.4611912 ] [ 0.58826557 0.47251943 0.45749424 0.38093778 0.36275604] [ 0.44624946 0.4156198 0.59578201 0.72439009 0.35960318] [ 0.55564856 0.45019385 0.42093146 0.56717943 0.43651982] [ 0.59183147 0.4605224 0.57633069 0.40447 0.4686946 ] [ 0.59842268 0.48567623 0.32029187 0.59311328 0.4226355 ] [ 0.47742387 0.38695013 0.54027393 0.7232901 0.43840614] [ 0.58087304 0.39608084 0.47684207 0.50395923 0.4274988 ] [ 0.40747022 0.41149254 0.62076916 0.53528804 0.45619621] [ 0.45767042 0.32554068 0.51040798 0.70824862 0.34746712] [ 0.4921492 0.35531432 0.59365119 0.77329831 0.45031708] [ 0.52111058 0.52049633 0.53028838 0.48007188 0.55853832] [ 0.55136612 0.53285111 0.34429392 0.49778708 0.37645709] [ 0.57594709 0.56086806 0.58120428 0.45613282 0.47953846] [ 0.49738652 0.44712106 0.42164488 0.42604728 0.41881802] [ 0.63061323 0.49556237 0.4418229 0.52209837 0.3941045 ] [ 0.67967174 0.52399535 0.48683742 0.47411864 0.45628903] [ 0.44263867 0.4947967 0.58166752 0.74386813 0.48389099] [ 0.56455508 0.46545874 0.56114226 0.32113924 0.40620082] [ 0.52484297 0.49865393 0.44001979 0.60643659 0.58197703] [ 0.36361535 0.42579005 0.63748131 0.63247715 0.51079537] [ 0.54400634 0.42634497 0.47286096 0.45159443 0.57682756] [ 0.60928956 0.51875523 0.52938959 0.27925004 0.55186455] [ 0.62031099 0.54354584 0.43299325 0.21331313 0.38160643] [ 0.50601855 0.37096057 0.65538779 0.56859412 0.30680335] [ 0.52606337 0.32845661 0.34677197 0.74336653 0.43374261] [ 0.69868312 0.6218592 0.44466016 0.39237448 0.39101984] [ 0.58481147 0.62166085 0.49143066 0.52607981 0.32975528] [ 0.59332591 0.60169605 0.63618371 0.30005085 0.50092643] [ 0.67922848 0.60759048 0.58197607 0.25532281 0.39985729] [ 0.41498083 0.43714594 0.47426846 0.68331096 0.45317508] [ 0.57853824 0.38995875 0.50827842 0.53440471 0.48988439] [ 0.54610638 0.60269181 0.43912077 0.52758563 0.50273959] [ 0.59645437 0.45701115 0.39512553 0.70402131 0.46831835] [ 0.44217051 0.48789784 0.50829305 0.53912806 0.47005887] [ 0.63660605 0.50232826 0.47883462 0.33170226 0.38080658] [ 0.4559388 0.42742947 0.50728294 0.65021901 0.3754699 ] [ 0.37821322 0.40320776 0.52589911 0.38826213 0.58082085] [ 0.4165862 0.32825681 0.49813921 0.83811373 0.4489081 ] [ 0.53755845 0.38369841 0.5089728 0.68078142 0.28624163] [ 0.55202559 0.65999175 0.38823984 0.47275418 0.53657797] [ 0.64974366 0.54130137 0.44716003 0.28130572 0.32921365] [ 0.6343399 0.54195684 0.38327545 0.58125238 0.34827429] [ 0.59451298 0.37909524 0.48586854 0.45099899 0.45672444] [ 0.47022415 0.3166156 0.56168847 0.39494621 0.59707668] [ 0.49895979 0.37704305 0.52612801 0.60347007 0.49406706] [ 0.53259146 0.54360595 0.53131048 0.4498177 0.50464253] [ 0.6508244 0.42594507 0.54482511 0.37571246 0.3619248 ] [ 0.49124426 0.57806776 0.54572029 0.67895326 0.53011778] [ 0.55002648 0.31327742 0.41330992 0.78741715 0.32646577] [ 0.5817568 0.53334351 0.49043407 0.38945211 0.29176515] [ 0.49456081 0.37886433 0.61461617 0.7512112 0.45211096] [ 0.58033587 0.45848534 0.49639643 0.52051591 0.311897 ] [ 0.47224032 0.58106261 0.44999828 0.39570394 0.4889113 ] [ 0.62817412 0.5921354 0.49833694 0.5592926 0.34231098] [ 0.50846161 0.53106025 0.48327784 0.79247497 0.33240702] [ 0.66902963 0.58133144 0.5590547 0.26856923 0.47157223] [ 0.58263341 0.40625386 0.44862084 0.63667972 0.33993431] [ 0.51921086 0.56048294 0.51159628 0.43710269 0.49954749] [ 0.50069797 0.52430601 0.40993797 0.37493353 0.43219008] [ 0.5486961 0.46466936 0.54167064 0.51429966 0.49300861] [ 0.55202559 0.65999175 0.38823984 0.47275418 0.53657797] [ 0.51745481 0.3960659 0.53510366 0.63810329 0.31613406] [ 0.50636375 0.39102819 0.64303625 0.63707563 0.37605177] [ 0.49650572 0.28171387 0.632158 0.58716292 0.42868801] [ 0.42677922 0.34495934 0.60290874 0.89583415 0.55428057] [ 0.52861387 0.48515768 0.43610981 0.49889579 0.42548314] [ 0.43589754 0.37064082 0.44897356 0.64289536 0.43767286] [ 0.62445825 0.49738139 0.52233748 0.49573582 0.4129108 ] [ 0.53045653 0.50372996 0.40652797 0.79404617 0.56738301] [ 0.58007665 0.35471697 0.45616776 0.5011343 0.39820474] [ 0.47194062 0.44746502 0.50396961 0.52095275 0.50288158] [ 0.56887968 0.37261889 0.61551717 0.44836003 0.34827035] [ 0.47396442 0.30632923 0.48536811 0.76999468 0.39147544] [ 0.74506537 0.51467344 0.3886306 0.44048421 0.31005621] [ 0.43893328 0.44306591 0.4294963 0.73560364 0.35151871] Progress: 3.0% ... Training loss: 0.925 ... Validation loss: 1.358[ 0.58874818 0.51181411 0.55585333 0.52053426 0.56266706] [ 0.5988387 0.62743037 0.52741761 0.27798912 0.45398482] [ 0.55267891 0.45856909 0.51764014 0.32996269 0.49412864] [ 0.36639189 0.29993472 0.57641849 0.70336615 0.49922702] [ 0.63203908 0.47826343 0.62774864 0.32627003 0.47600743] [ 0.46667563 0.45164696 0.61212519 0.71944417 0.53570874] [ 0.44196189 0.43244667 0.42504394 0.5941859 0.49527778] [ 0.60774146 0.47902206 0.36012512 0.62457474 0.52750937] [ 0.46935155 0.37669077 0.48721505 0.67080096 0.38178195] [ 0.509045 0.56027453 0.48664169 0.3766573 0.44683625] [ 0.62304574 0.52963354 0.30631866 0.53077341 0.34696266] [ 0.63012579 0.44943259 0.53520414 0.31574007 0.2572816 ] [ 0.63390967 0.49037889 0.37997758 0.57797035 0.41786581] [ 0.6831396 0.56590121 0.47710468 0.42769554 0.42168139] [ 0.51463488 0.37102799 0.53824298 0.64378456 0.31126974] [ 0.5266604 0.34528795 0.4615254 0.73899511 0.4396827 ] [ 0.53438641 0.38571266 0.46322553 0.68775567 0.3943025 ] [ 0.57199638 0.50835873 0.57051829 0.54886031 0.43728978] [ 0.6187405 0.52349419 0.38557154 0.72041562 0.56795927] [ 0.53968 0.44029225 0.64695041 0.47202991 0.47609956] [ 0.55423224 0.43948844 0.66290553 0.32450772 0.4965316 ] [ 0.52091588 0.48947147 0.53685612 0.42118302 0.54286679] [ 0.41217477 0.49075333 0.55954165 0.76430225 0.47949008] [ 0.64244418 0.44521606 0.538959 0.44071684 0.50212828] [ 0.44966965 0.37386652 0.45794498 0.72708987 0.38554035] [ 0.53968 0.44029225 0.64695041 0.47202991 0.47609956] [ 0.5107878 0.41263388 0.45389468 0.42895245 0.46120789] [ 0.45958266 0.28386801 0.53351932 0.72262384 0.53602189] [ 0.67873006 0.69273309 0.42241669 0.46154563 0.40176911] [ 0.56616193 0.42483578 0.56274029 0.50206 0.36431211] [ 0.51801706 0.51297579 0.45071241 0.47788471 0.32308226] [ 0.57439004 0.40562019 0.34956307 0.72015605 0.37289663] [ 0.50630564 0.47112072 0.5003386 0.4754334 0.65118148] [ 0.40861363 0.49741871 0.45514551 0.69688246 0.50630215] [ 0.65325022 0.51851456 0.55012851 0.40318824 0.43794152] [ 0.5605187 0.53909315 0.47646625 0.4071032 0.53079422] [ 0.68124512 0.54751999 0.40669021 0.49508188 0.39114196] [ 0.41034814 0.30984315 0.37871297 0.77589966 0.41010326] [ 0.59221443 0.52876882 0.46851408 0.31570598 0.42719496] [ 0.56854445 0.40913644 0.53192261 0.38429018 0.53815999] [ 0.63511283 0.45765834 0.39199189 0.49662769 0.35621054] [ 0.49979802 0.48090383 0.68286665 0.69368656 0.45277671] [ 0.48916351 0.43213837 0.49341535 0.58563895 0.36549881] [ 0.46925132 0.47412698 0.46007063 0.6835519 0.38122443] [ 0.47666232 0.48055058 0.45857085 0.8202297 0.32152327] [ 0.64992362 0.40460504 0.46207916 0.51574105 0.41153539] [ 0.63524808 0.58523439 0.47244362 0.57316819 0.3611062 ] [ 0.41480207 0.43667136 0.58011803 0.77566989 0.4126454 ] [ 0.56585751 0.62923379 0.46320229 0.57386616 0.41954963] [ 0.51096599 0.55653405 0.43028617 0.42744157 0.42339645] [ 0.5397715 0.49771443 0.39921139 0.47874155 0.39151063] [ 0.6721825 0.46572546 0.41180988 0.53409701 0.30445795] [ 0.49326027 0.40854751 0.44734416 0.62586913 0.32673926] [ 0.46158276 0.44645957 0.50321124 0.59814871 0.4428516 ] [ 0.58575152 0.61080024 0.4579225 0.54721167 0.38875105] [ 0.6923917 0.5395253 0.57227258 0.426494 0.42547265] [ 0.60566399 0.43733955 0.65295287 0.22827133 0.4748237 ] [ 0.49794977 0.46364 0.53261254 0.67105098 0.55701833] [ 0.51319916 0.44906073 0.53304406 0.7542931 0.50767992] [ 0.64067578 0.47448698 0.654726 0.26041086 0.4648598 ] [ 0.56095093 0.58589984 0.48341819 0.33644832 0.40766479] [ 0.67897711 0.62661153 0.44456523 0.37337504 0.41302902] [ 0.54436073 0.30652349 0.47977201 0.59030269 0.36289664] [ 0.63981913 0.44988116 0.61344129 0.36522271 0.42465421] [ 0.61288874 0.42714819 0.37862443 0.56888757 0.4412158 ] [ 0.55969492 0.55405972 0.38821146 0.49489584 0.3755314 ] [ 0.59797334 0.47643969 0.43467691 0.49964109 0.39294313] [ 0.54394429 0.35742579 0.55944785 0.44141344 0.38418171] [ 0.45641858 0.44670837 0.56893574 0.6449106 0.43819992] [ 0.64007847 0.38380836 0.41234447 0.70866156 0.49015947] [ 0.58183235 0.35153676 0.51191872 0.24860475 0.39944554] [ 0.68517662 0.51270008 0.48228889 0.2501372 0.25787506] [ 0.48779613 0.43831213 0.45201526 0.68420898 0.53465768] [ 0.51492699 0.48834984 0.52121894 0.48157875 0.54513659] [ 0.59922079 0.33735761 0.51084912 0.48922174 0.42447598] [ 0.52702186 0.45789457 0.62643446 0.67989248 0.31352793] [ 0.67409352 0.5376947 0.38858686 0.52145039 0.32947592] [ 0.49325566 0.41758175 0.65773591 0.65563082 0.38691803] [ 0.36050164 0.42735068 0.63739161 0.63371176 0.51137309] [ 0.50812363 0.39089638 0.61812054 0.72506779 0.40429471] [ 0.39103133 0.30737775 0.57449997 0.51738115 0.52087417] [ 0.62341552 0.5831661 0.36003915 0.64411958 0.3041319 ] [ 0.50830742 0.47899947 0.4769352 0.31592886 0.521704 ] [ 0.58700961 0.46155344 0.44377622 0.29271046 0.45322542] [ 0.51309921 0.47365574 0.52297682 0.49776298 0.61886373] [ 0.66647767 0.52857438 0.54777825 0.48458861 0.40429375] [ 0.66495545 0.54615722 0.56704311 0.34711682 0.47976593] [ 0.64079708 0.5692174 0.44053562 0.55053351 0.48300489] [ 0.43207238 0.37112633 0.42251822 0.79258259 0.48126031] [ 0.55767696 0.42593132 0.49563314 0.65641786 0.35480716] [ 0.47135795 0.34277551 0.65182063 0.69631359 0.62161017] [ 0.62580684 0.49946316 0.5028876 0.51141162 0.41663635] [ 0.54647468 0.39074984 0.54543726 0.47560537 0.58661652] [ 0.61512589 0.52009096 0.43483567 0.32848841 0.42861925] [ 0.55739417 0.49042871 0.50503009 0.66609331 0.35310974] [ 0.55303011 0.61123095 0.43623252 0.6331691 0.40933 ] [ 0.64663287 0.46963495 0.427004 0.45989756 0.43175835] [ 0.54323611 0.4689258 0.6090298 0.36383799 0.39240217] [ 0.55091485 0.64859615 0.35455356 0.54034028 0.41339248] [ 0.50266271 0.28809869 0.5160004 0.53447829 0.33881738] [ 0.60012858 0.62164437 0.47945146 0.31635646 0.45025662] [ 0.51184486 0.52348297 0.34184494 0.46928442 0.37045069] [ 0.65398395 0.47778835 0.45943338 0.2274286 0.26879401] [ 0.48942937 0.48445088 0.60866046 0.32670126 0.47747063] [ 0.59599378 0.43704596 0.49225696 0.30195156 0.51183874] [ 0.5602374 0.32434194 0.69612702 0.44553611 0.35721714] [ 0.42696139 0.32405269 0.69449241 0.52999913 0.46551452] [ 0.58016316 0.38340496 0.41720236 0.63523757 0.40505675] [ 0.5146425 0.55007225 0.46680668 0.57411711 0.41647664] [ 0.45572777 0.58831229 0.47019478 0.58727096 0.4632645 ] [ 0.46002124 0.36086696 0.49788528 0.80284811 0.30974791] [ 0.48623096 0.43127287 0.54970811 0.74523737 0.46669099] [ 0.43061872 0.41595138 0.55181216 0.73758224 0.45027372] [ 0.4740496 0.47489927 0.56826752 0.77341577 0.4192593 ] [ 0.48346587 0.44462011 0.5518929 0.52068351 0.49640832] [ 0.5642204 0.48292692 0.56461982 0.43888127 0.47453381] [ 0.4737488 0.39947369 0.48125701 0.75910003 0.44971276] [ 0.49377024 0.43495876 0.56573591 0.29578439 0.45546899] [ 0.64012705 0.50554104 0.44938072 0.55453206 0.35005366] [ 0.53733539 0.4473991 0.43555075 0.30081356 0.41271542] [ 0.62064901 0.38164008 0.39733559 0.43496946 0.36222508] [ 0.50375389 0.4382787 0.39849601 0.54907249 0.48291038] [ 0.49410276 0.36634385 0.46277214 0.57908008 0.35106245] [ 0.5301221 0.53537159 0.54199036 0.43446737 0.57708195] [ 0.60033899 0.49681274 0.45601729 0.69417147 0.34742343] [ 0.5816076 0.30950909 0.45425861 0.53483271 0.46599416] [ 0.64845178 0.70212211 0.4050526 0.75763349 0.46293354] [ 0.44829909 0.53496782 0.36103718 0.703039 0.34959877] Progress: 3.0% ... Training loss: 0.923 ... Validation loss: 1.361[ 0.52001268 0.58005002 0.40998482 0.7390369 0.47818749] [ 0.58807856 0.48631694 0.41366391 0.36227989 0.37859631] [ 0.60677525 0.55638475 0.49398004 0.19024434 0.38199114] [ 0.56727724 0.28190917 0.44629228 0.49092856 0.55649544] [ 0.47191161 0.44886594 0.59296246 0.6908356 0.48403387] [ 0.5579695 0.38988892 0.44725623 0.59147346 0.27713324] [ 0.58236151 0.50422549 0.49329478 0.61650763 0.45728342] [ 0.62488882 0.34348213 0.44682744 0.23693132 0.36554183] [ 0.54895001 0.45941487 0.4011372 0.62875417 0.38457965] [ 0.58821892 0.46061178 0.51350751 0.51244223 0.35974189] [ 0.52702533 0.4753883 0.39403919 0.47935004 0.3222288 ] [ 0.61380309 0.60500632 0.30854423 0.54766648 0.36914873] [ 0.60890021 0.53324433 0.52658873 0.43599273 0.30585365] [ 0.53780884 0.42581959 0.52317176 0.63232942 0.37619857] [ 0.61291848 0.63095379 0.47750832 0.49234286 0.40705394] [ 0.63419595 0.56594506 0.51069814 0.52136554 0.28786855] [ 0.58133957 0.56675426 0.37652616 0.60708619 0.41024617] [ 0.49899124 0.42957275 0.55310321 0.73995037 0.47951853] [ 0.54631977 0.52373395 0.50708252 0.34548637 0.41650652] [ 0.51536839 0.44612679 0.56785828 0.46955617 0.52920271] [ 0.45543049 0.37982974 0.47271725 0.74641976 0.40850381] [ 0.49148717 0.5949913 0.33555807 0.61807724 0.50759723] [ 0.55818279 0.49836721 0.34817466 0.50069376 0.43666347] [ 0.55493622 0.4166224 0.52508053 0.62563797 0.53344708] [ 0.47751099 0.46167394 0.50356049 0.61305624 0.31797519] [ 0.54124032 0.3806227 0.57601771 0.65696381 0.46206787] [ 0.45506618 0.56445276 0.60941365 0.52134968 0.48224458] [ 0.55319626 0.5984303 0.45618494 0.55677105 0.55612381] [ 0.51428058 0.41278597 0.39216242 0.49767964 0.40606991] [ 0.54053348 0.40699472 0.36467667 0.56755359 0.3939893 ] [ 0.57889785 0.61616007 0.45529512 0.5417895 0.43820985] [ 0.50840781 0.37953059 0.55591419 0.62921005 0.56682044] [ 0.43813048 0.48766566 0.53427467 0.76926737 0.43621119] [ 0.41386289 0.40985932 0.5800473 0.72676505 0.55919479] [ 0.42435305 0.43062032 0.4700183 0.62918445 0.50932977] [ 0.50864609 0.47934965 0.47071954 0.71747081 0.33194141] [ 0.66318461 0.5275882 0.50842574 0.29457517 0.36095841] [ 0.49807625 0.40548261 0.44071307 0.55911003 0.66342073] [ 0.47129173 0.46401928 0.51792442 0.78770185 0.35674454] [ 0.5944187 0.52045365 0.50907003 0.57064061 0.39814131] [ 0.62842464 0.69847162 0.44672025 0.52375937 0.3931851 ] [ 0.47159823 0.47575595 0.49225494 0.53832441 0.49285658] [ 0.60778161 0.50576316 0.48355253 0.40268099 0.45548039] [ 0.63020731 0.51020562 0.47955102 0.56743366 0.40196635] [ 0.5914224 0.43524069 0.28375099 0.72868948 0.34938345] [ 0.53375633 0.44200273 0.52161692 0.39258789 0.36162029] [ 0.49984697 0.67128302 0.53677546 0.61601355 0.4475385 ] [ 0.4230999 0.56496322 0.65888521 0.53550095 0.54592756] [ 0.57164826 0.41775074 0.61036532 0.42866785 0.44166916] [ 0.41368574 0.44398538 0.50000157 0.57236314 0.57666763] [ 0.38652274 0.37871168 0.49804448 0.63901038 0.39336864] [ 0.4950247 0.56808558 0.50468529 0.5723497 0.3776671 ] [ 0.52904132 0.58154457 0.39179711 0.58171382 0.38070804] [ 0.52614186 0.4994105 0.42425594 0.4732155 0.36898968] [ 0.48497138 0.29078837 0.52283425 0.5812101 0.43270815] [ 0.51266917 0.44748611 0.55256767 0.76331888 0.55322189] [ 0.37475623 0.4202559 0.49113944 0.82292376 0.4356378 ] [ 0.5901172 0.41626618 0.52788568 0.46540511 0.45056851] [ 0.49046884 0.48658207 0.396796 0.63676733 0.44354538] [ 0.55881403 0.48877335 0.51572757 0.46674237 0.44886281] [ 0.66006789 0.52884321 0.61919086 0.22009621 0.38433018] [ 0.56309208 0.63084673 0.43106899 0.51067219 0.54575029] [ 0.5556604 0.35416502 0.61785414 0.29598989 0.47904366] [ 0.47688476 0.41249196 0.39541647 0.80460055 0.34722565] [ 0.53938288 0.49519576 0.53583929 0.44806904 0.34129004] [ 0.48780344 0.27677754 0.51566342 0.74649916 0.36578353] [ 0.47832416 0.36991756 0.55973783 0.60142816 0.6236868 ] [ 0.53016039 0.70095702 0.5159203 0.63693962 0.44357402] [ 0.6563334 0.55647556 0.4090387 0.45056949 0.42165202] [ 0.42539568 0.47294423 0.50722504 0.74466751 0.44730423] [ 0.66688789 0.49216251 0.46715402 0.48602023 0.43126681] [ 0.52616758 0.38053487 0.56299374 0.5361108 0.41734675] [ 0.54784501 0.52024077 0.52573869 0.51039306 0.53859441] [ 0.63954637 0.45835815 0.4150163 0.52977222 0.40795898] [ 0.43724551 0.43330756 0.42231884 0.86101558 0.33953053] [ 0.64426927 0.59262261 0.3727835 0.46626932 0.39266057] [ 0.54045308 0.49536159 0.34460018 0.66163444 0.52120857] [ 0.55659242 0.59269864 0.56864805 0.65839846 0.47955968] [ 0.45708314 0.33924404 0.52170384 0.73546635 0.47188197] [ 0.53812405 0.30299609 0.47139098 0.70265673 0.54282926] [ 0.44102891 0.42338952 0.63314875 0.69518026 0.48449847] [ 0.61105522 0.61367769 0.48983535 0.42903391 0.46623885] [ 0.50624337 0.55782767 0.46024913 0.54986599 0.48421485] [ 0.57214386 0.53243843 0.43984353 0.5903326 0.45247176] [ 0.35484252 0.46699576 0.44739046 0.75153743 0.51518759] [ 0.57143099 0.41491255 0.44886987 0.45048709 0.3208576 ] [ 0.57554993 0.38536498 0.37558404 0.34283921 0.34604737] [ 0.56383906 0.46509868 0.56255814 0.5514795 0.57703547] [ 0.65976414 0.57852941 0.50132615 0.51715671 0.43739622] [ 0.51525655 0.48239642 0.40397735 0.41985914 0.50371849] [ 0.49747899 0.44715037 0.58746202 0.69653424 0.39403576] [ 0.55368046 0.5595534 0.3836737 0.4073883 0.34762105] [ 0.66310323 0.65594367 0.57517062 0.54453071 0.49156377] [ 0.52651864 0.35361371 0.44736619 0.47951081 0.4606237 ] [ 0.46475475 0.45740576 0.52957811 0.68854273 0.37399766] [ 0.5909915 0.49835967 0.40993485 0.44954895 0.33699677] [ 0.61954733 0.38574602 0.56287315 0.45830953 0.57126738] [ 0.45885203 0.46658278 0.62752508 0.60604685 0.53056546] [ 0.54053282 0.61543144 0.36174574 0.63756315 0.39356093] [ 0.59355917 0.51073289 0.45437543 0.31563258 0.37588756] [ 0.57780317 0.42188683 0.53980692 0.48347402 0.49334584] [ 0.5391204 0.49617329 0.57386826 0.30758273 0.50986543] [ 0.54010567 0.50818221 0.63410802 0.62866757 0.42653673] [ 0.55103851 0.46453607 0.40050278 0.4456381 0.55823739] [ 0.52749821 0.40619051 0.50741686 0.76498455 0.35622019] [ 0.43301814 0.42346973 0.42832277 0.77829205 0.31081231] [ 0.54644584 0.48731638 0.53147272 0.56883313 0.35180946] [ 0.48234953 0.46921154 0.43388563 0.53349584 0.43188901] [ 0.52345927 0.36781666 0.55333971 0.45085723 0.4229753 ] [ 0.68503505 0.54467702 0.39244449 0.45055295 0.3323859 ] [ 0.56243614 0.50457592 0.32457177 0.69560712 0.38352879] [ 0.61096545 0.42416855 0.53084235 0.26410985 0.42331338] [ 0.44320221 0.41225199 0.50360566 0.7211918 0.35620677] [ 0.61024755 0.5552895 0.36774767 0.54820905 0.46207168] [ 0.49987573 0.2747543 0.54602259 0.51176838 0.61083338] [ 0.5568222 0.57902523 0.45936874 0.46523656 0.47973985] [ 0.63128576 0.46354 0.37071989 0.58756215 0.36349165] [ 0.42381826 0.405697 0.39895277 0.87144227 0.41584248] [ 0.59573524 0.4543452 0.4437759 0.45968711 0.51050277] [ 0.49112352 0.51335361 0.4793727 0.48479273 0.63643194] [ 0.51022813 0.40485697 0.50206551 0.54309958 0.53268438] [ 0.46609391 0.4459922 0.42204171 0.60398887 0.54518285] [ 0.49966927 0.4583023 0.55762075 0.30590786 0.41889081] [ 0.66539692 0.53381658 0.45044136 0.64021585 0.41096965] [ 0.58891317 0.51497815 0.46664545 0.71313187 0.33835718] [ 0.54706418 0.44506187 0.34730994 0.56491564 0.38291381] [ 0.62034951 0.61238702 0.47193425 0.46845744 0.42044802] [ 0.58730595 0.47301096 0.51602292 0.28623525 0.40702606] Progress: 3.0% ... Training loss: 0.921 ... Validation loss: 1.361[ 0.63225778 0.54192497 0.56288696 0.4025738 0.49357782] [ 0.484657 0.45673056 0.43583094 0.71162107 0.28676039] [ 0.54968565 0.49042479 0.59554942 0.40038776 0.59467156] [ 0.62211478 0.51947491 0.31072898 0.43038987 0.38608873] [ 0.52972912 0.39514563 0.42953803 0.81854355 0.40357667] [ 0.49806025 0.46409725 0.51580637 0.5980071 0.48311389] [ 0.56026683 0.47129617 0.47668276 0.37610165 0.51292774] [ 0.38788412 0.39986333 0.48067645 0.83499317 0.50779245] [ 0.35126469 0.42990827 0.5389877 0.78528337 0.50301352] [ 0.69455597 0.3753495 0.5767104 0.31378951 0.38920376] [ 0.5373886 0.51307711 0.52502799 0.42403681 0.49399019] [ 0.58303922 0.47161857 0.53259764 0.53261707 0.40384579] [ 0.64104403 0.54942625 0.43019659 0.39378579 0.31309189] [ 0.51069356 0.51166489 0.45381728 0.56881823 0.35964181] [ 0.55098589 0.48093497 0.3684238 0.3294807 0.39702448] [ 0.5232798 0.4653808 0.54294264 0.68901793 0.49873242] [ 0.38567906 0.33111315 0.5614613 0.67653004 0.44286381] [ 0.52127323 0.46923354 0.45711099 0.62356335 0.36158327] [ 0.469035 0.49971168 0.58958126 0.74443339 0.40780664] [ 0.51714841 0.6056621 0.45595271 0.55097633 0.36344628] [ 0.42140599 0.33371933 0.5597293 0.83115755 0.50581416] [ 0.63939695 0.5607235 0.44264718 0.50685261 0.33973142] [ 0.48113156 0.43996306 0.33379204 0.49073159 0.31562027] [ 0.45564374 0.399381 0.46258156 0.79375082 0.40397481] [ 0.52622743 0.37174069 0.55913482 0.67828367 0.47449602] [ 0.70920907 0.53177928 0.51623243 0.42963695 0.338907 ] [ 0.69219239 0.62646401 0.44548832 0.48920762 0.41726606] [ 0.50687619 0.33688743 0.50181771 0.70050845 0.48341322] [ 0.53468894 0.34351655 0.58861354 0.45475576 0.45627344] [ 0.68602249 0.48283336 0.53878193 0.48635567 0.42305681] [ 0.67696124 0.46196192 0.40831145 0.33781022 0.37427982] [ 0.49232701 0.50633335 0.63295218 0.37056528 0.58233637] [ 0.60346504 0.568756 0.47680654 0.32583202 0.482773 ] [ 0.47148774 0.44763586 0.50395522 0.52111137 0.502951 ] [ 0.50364115 0.39014325 0.50135809 0.64706925 0.32413432] [ 0.46998434 0.44773876 0.61686421 0.55220718 0.5335677 ] [ 0.53928562 0.50105775 0.52902941 0.61085634 0.35090498] [ 0.68153784 0.48922423 0.39539429 0.57731576 0.32315738] [ 0.63735748 0.44634965 0.52901934 0.29644858 0.36041689] [ 0.5953489 0.57307297 0.54981466 0.24926314 0.52284244] [ 0.60319309 0.33858669 0.49086328 0.5074642 0.29370413] [ 0.48200444 0.35842577 0.49321039 0.77031103 0.333616 ] [ 0.58071138 0.54488954 0.46001913 0.43914858 0.47037516] [ 0.58752473 0.65955042 0.41041376 0.55778499 0.52403579] [ 0.44248453 0.35529358 0.53709307 0.68941404 0.41183161] [ 0.52824529 0.52504618 0.38020051 0.63933169 0.51047871] [ 0.59903674 0.51600396 0.56958592 0.29688192 0.41680032] [ 0.56443652 0.44666891 0.45738371 0.49997963 0.51160119] [ 0.5819808 0.49817496 0.55635482 0.27120503 0.50743073] [ 0.5000532 0.42243645 0.52861798 0.58908107 0.35456744] [ 0.52698191 0.34352308 0.54058563 0.58783047 0.36088269] [ 0.53815155 0.37290969 0.56695445 0.35351878 0.39342628] [ 0.39541546 0.46593901 0.54523412 0.71078128 0.4810538 ] [ 0.42835045 0.42003172 0.5238557 0.697495 0.47496341] [ 0.5169703 0.34853343 0.60331553 0.58649242 0.40771791] [ 0.69124568 0.464762 0.54278686 0.32140831 0.42361193] [ 0.58791839 0.39580625 0.44690879 0.34250831 0.52046302] [ 0.73227305 0.59644433 0.47394737 0.44883016 0.40860366] [ 0.72492381 0.620366 0.46879135 0.48698343 0.36139983] [ 0.59357602 0.37945437 0.48583849 0.4512985 0.45687363] [ 0.49191581 0.48316508 0.60871909 0.32578972 0.47701807] [ 0.50462684 0.38991969 0.52060603 0.6483949 0.29594641] [ 0.46313497 0.37372112 0.4420735 0.83906828 0.37066048] [ 0.53000641 0.61042085 0.5281021 0.63540985 0.48304063] [ 0.56046112 0.58550028 0.47818842 0.6120582 0.47000363] [ 0.42967104 0.37328647 0.60478294 0.63587254 0.40498524] [ 0.61371432 0.50381589 0.53117048 0.32182895 0.46048316] [ 0.61029088 0.41918724 0.54141706 0.39751463 0.40573321] [ 0.53756539 0.3009594 0.62522355 0.50480864 0.49158472] [ 0.50549574 0.33948247 0.49425051 0.35049819 0.41985583] [ 0.45438034 0.54015403 0.56446821 0.56821192 0.37104894] [ 0.5615266 0.48326797 0.46757194 0.62634858 0.4084695 ] [ 0.65189289 0.51931921 0.53603847 0.6183608 0.50965203] [ 0.63803782 0.57066942 0.49257474 0.26271035 0.39747701] [ 0.61781251 0.38605459 0.62799288 0.37673615 0.59161034] [ 0.53872339 0.50390643 0.42378182 0.7179398 0.53477638] [ 0.45187669 0.39026762 0.45572456 0.74667482 0.35404983] [ 0.48697136 0.42745629 0.34903719 0.42121659 0.47402431] [ 0.52864229 0.46819653 0.41404074 0.63714149 0.49348435] [ 0.47398016 0.42423449 0.45085306 0.48273078 0.50037086] [ 0.53548859 0.43378122 0.51040384 0.48794301 0.59814038] [ 0.50797385 0.46452945 0.59147129 0.50507746 0.50657812] [ 0.49756934 0.37067441 0.68288549 0.58009224 0.44405055] [ 0.5918827 0.25730226 0.51731109 0.40386747 0.40221877] [ 0.66989491 0.4712538 0.49999011 0.38150604 0.34478624] [ 0.55624342 0.58023244 0.53437279 0.72442802 0.41865806] [ 0.55088095 0.47086741 0.51246562 0.41772603 0.51447787] [ 0.52547172 0.411054 0.37905697 0.62336501 0.36727019] [ 0.57111417 0.50442604 0.48318933 0.74498825 0.33750717] [ 0.58966607 0.59939969 0.53214658 0.33564332 0.43073129] [ 0.55019923 0.526871 0.50729742 0.44471391 0.49063776] [ 0.54000681 0.42956015 0.53741525 0.52162111 0.42599845] [ 0.52201077 0.48544339 0.57471254 0.29083759 0.62688051] [ 0.68404456 0.53323775 0.42936979 0.45335329 0.37566168] [ 0.62053289 0.41663961 0.45354423 0.58542162 0.40200737] [ 0.42649043 0.42325935 0.43286172 0.87448036 0.36428582] [ 0.59647086 0.57190193 0.35840286 0.48764212 0.33570948] [ 0.59922184 0.34025624 0.44994665 0.46054025 0.47360423] [ 0.53782569 0.4585383 0.42880288 0.33278168 0.36389922] [ 0.56120576 0.3355629 0.5822251 0.36395644 0.60325911] [ 0.62168974 0.53512104 0.47940117 0.55196501 0.48229701] [ 0.4772454 0.42039004 0.61174242 0.69967053 0.43295909] [ 0.53580301 0.36238879 0.550868 0.46289117 0.54957885] [ 0.51629987 0.44577627 0.71474858 0.67318597 0.41459082] [ 0.62040093 0.47080421 0.54351557 0.31489975 0.47008326] [ 0.46936083 0.47117107 0.50108743 0.57796251 0.484469 ] [ 0.49477886 0.56340189 0.4631738 0.75633034 0.3235815 ] [ 0.63655744 0.56254871 0.48025343 0.40404134 0.50245073] [ 0.43948514 0.34621802 0.47900888 0.65298346 0.467954 ] [ 0.56487792 0.60347208 0.33982362 0.50984176 0.34576516] [ 0.61054902 0.43403287 0.38110152 0.63472884 0.51328275] [ 0.57370822 0.49194815 0.47299578 0.6489109 0.3929927 ] [ 0.60959776 0.54091361 0.39800709 0.7136349 0.30081429] [ 0.56546976 0.51076974 0.55681966 0.48240053 0.45938307] [ 0.53472599 0.52568956 0.49098826 0.67386084 0.48327228] [ 0.52094522 0.26022485 0.5346756 0.79926082 0.42620141] [ 0.51435691 0.30820686 0.50329199 0.79168733 0.41467309] [ 0.56658943 0.46289056 0.53275736 0.53019732 0.51133325] [ 0.51822708 0.42341613 0.62101774 0.43373849 0.46265835] [ 0.45660704 0.46044128 0.55545553 0.65591279 0.47389549] [ 0.52993879 0.51247038 0.36743804 0.57793982 0.49883213] [ 0.60915403 0.54385379 0.47542619 0.3995253 0.45069736] [ 0.50326151 0.52747488 0.45389409 0.53893185 0.39151031] [ 0.51283918 0.48975933 0.55372215 0.36991258 0.47993239] [ 0.53992921 0.3725911 0.41570448 0.45133027 0.35604113] [ 0.66084758 0.49082875 0.38673116 0.52385219 0.37659683] [ 0.59963784 0.45019204 0.36134622 0.58400708 0.48637329] [ 0.56046568 0.38830116 0.48063322 0.36536962 0.64126781] Progress: 3.1% ... Training loss: 0.919 ... Validation loss: 1.356[ 0.6309555 0.50090219 0.49104064 0.37940389 0.41802342] [ 0.57559773 0.40861327 0.53584374 0.62662796 0.28111226] [ 0.49638367 0.39852749 0.46234943 0.31385902 0.62945675] [ 0.571465 0.47424303 0.5351299 0.44249569 0.33256715] [ 0.39821628 0.44306663 0.40740792 0.43786354 0.51012273] [ 0.51114461 0.45704543 0.2941481 0.55364967 0.27766381] [ 0.62497094 0.53525913 0.55752072 0.5687259 0.54583008] [ 0.4376234 0.3846964 0.63710506 0.71464219 0.4895874 ] [ 0.66356618 0.50715796 0.47088962 0.24738185 0.41734202] [ 0.50111097 0.4165365 0.59833269 0.65346318 0.4537059 ] [ 0.55744892 0.36159763 0.50272775 0.60961008 0.38699787] [ 0.44728055 0.40507281 0.55381258 0.73917312 0.3545102 ] [ 0.60308216 0.44556298 0.42088708 0.47622599 0.39121439] [ 0.37848576 0.45007351 0.56789042 0.71752664 0.52116031] [ 0.6203068 0.55251787 0.43581929 0.48794733 0.37126726] [ 0.59024432 0.62111353 0.36852398 0.56201714 0.53234644] [ 0.52421139 0.47653693 0.41551603 0.22743839 0.4202921 ] [ 0.61633137 0.64272004 0.60572751 0.50654686 0.44635264] [ 0.51335534 0.46627718 0.52638254 0.66768377 0.50703912] [ 0.50043708 0.5017294 0.45554678 0.52384314 0.48656475] [ 0.47600515 0.37147804 0.56117157 0.81655867 0.42572772] [ 0.55512196 0.51864501 0.57319514 0.37107329 0.52395075] [ 0.5480759 0.47601297 0.37768166 0.55613587 0.41938722] [ 0.57774008 0.49661986 0.51549438 0.44169459 0.4257439 ] [ 0.5951311 0.54102095 0.50612668 0.29777121 0.40379602] [ 0.48914418 0.41040435 0.54261966 0.42125374 0.47160448] [ 0.58976821 0.55182082 0.54367923 0.60150687 0.56946651] [ 0.57657195 0.39656599 0.6258239 0.32267649 0.50415056] [ 0.52025712 0.46766581 0.58786597 0.64717392 0.34349031] [ 0.49126818 0.37003593 0.46321838 0.62904292 0.38498603] [ 0.38484654 0.3784829 0.43573257 0.86425143 0.49629501] [ 0.49209855 0.42895522 0.44900113 0.60215935 0.59878418] [ 0.6217734 0.55130065 0.43493424 0.42601099 0.45897246] [ 0.56928999 0.42470331 0.52782649 0.6456542 0.37220182] [ 0.60338961 0.4443149 0.50717688 0.33934699 0.46944931] [ 0.48187412 0.44212951 0.43498171 0.59734704 0.27800817] [ 0.56718947 0.53999865 0.45863592 0.67103945 0.42203091] [ 0.40450096 0.38959092 0.58470075 0.73342168 0.41972053] [ 0.44448587 0.47607861 0.60109191 0.6877117 0.51570912] [ 0.47081185 0.42304941 0.43063152 0.68600504 0.35024964] [ 0.58727006 0.41241928 0.60367657 0.62375843 0.37475257] [ 0.63838135 0.5567863 0.55548084 0.48984277 0.32214516] [ 0.47926147 0.46073362 0.58698141 0.71646197 0.46853671] [ 0.63048955 0.5007298 0.47111871 0.49702813 0.46563041] [ 0.56188989 0.32533352 0.53884667 0.46580647 0.47201284] [ 0.55033216 0.40246379 0.47984457 0.64619441 0.49010308] [ 0.58074894 0.46738832 0.32544342 0.56442834 0.43583461] [ 0.47768564 0.50022373 0.52960302 0.66499911 0.51624365] [ 0.56039553 0.46998171 0.45242014 0.37011231 0.42442578] [ 0.40044374 0.41443663 0.45676753 0.746885 0.36739356] [ 0.6276432 0.57921513 0.46032921 0.59155238 0.49429529] [ 0.52900216 0.52658176 0.3830193 0.60359386 0.40121223] [ 0.37814934 0.43652574 0.515306 0.8357643 0.42003583] [ 0.52037162 0.40190671 0.53579066 0.69672799 0.34252388] [ 0.52403679 0.46221831 0.50643968 0.51333222 0.46659451] [ 0.42367334 0.31857969 0.62558638 0.81870243 0.53399437] [ 0.5114665 0.35967734 0.56539168 0.69685717 0.47128168] [ 0.66099294 0.57708888 0.59807858 0.4321096 0.48137326] [ 0.6152122 0.4990423 0.46151964 0.39770877 0.38825508] [ 0.67224609 0.55224697 0.5304737 0.46265176 0.36101803] [ 0.59321673 0.63217141 0.39989874 0.52948385 0.36749209] [ 0.52824802 0.51277756 0.37368009 0.45471762 0.50416217] [ 0.59380505 0.57598493 0.32629137 0.63250641 0.34237454] [ 0.57875598 0.54430462 0.52391226 0.47551735 0.45125342] [ 0.55756233 0.3772195 0.43054143 0.44719206 0.34239791] [ 0.55373158 0.52269505 0.60114166 0.26916972 0.5460708 ] [ 0.48487651 0.53845812 0.55937654 0.59649659 0.50174717] [ 0.53532841 0.45575056 0.53886391 0.7545158 0.40546882] [ 0.48783474 0.3952985 0.54996929 0.64795169 0.40032103] [ 0.63195195 0.44890774 0.55420191 0.37190068 0.40432709] [ 0.57158465 0.61443016 0.53842606 0.44690394 0.51216197] [ 0.58121586 0.49602071 0.61221564 0.29109583 0.43384809] [ 0.40836534 0.3448782 0.63030909 0.63740536 0.48382734] [ 0.50128642 0.33310989 0.50306184 0.70297582 0.36491663] [ 0.52546911 0.54387064 0.31895862 0.84278783 0.41405601] [ 0.56374328 0.43803941 0.50276983 0.67405445 0.37980989] [ 0.50482885 0.35606153 0.55241326 0.67904936 0.30447841] [ 0.54849948 0.3743404 0.55671409 0.59646528 0.46002949] [ 0.48722873 0.48572288 0.47660071 0.53728884 0.3933235 ] [ 0.48415157 0.39244561 0.56165923 0.69849237 0.30842854] [ 0.48991498 0.43170986 0.49343174 0.58516812 0.36535495] [ 0.61247105 0.54572394 0.48835071 0.54514696 0.42828867] [ 0.56721769 0.55298112 0.4346688 0.51177619 0.58518374] [ 0.47132122 0.41336565 0.58020745 0.75909412 0.40424059] [ 0.48899507 0.49092928 0.50766685 0.49436723 0.50321824] [ 0.63482427 0.48470751 0.42552323 0.56716776 0.39241057] [ 0.51736362 0.57287 0.57633073 0.43370597 0.43098039] [ 0.49147555 0.37210443 0.36512587 0.76028578 0.29451099] [ 0.60382758 0.41423729 0.37907816 0.55626089 0.42123208] [ 0.46722696 0.4146158 0.4540298 0.76042894 0.30411459] [ 0.48582763 0.44880258 0.46478253 0.34275256 0.46073608] [ 0.6124683 0.52674326 0.3854096 0.72245636 0.56910873] [ 0.47251286 0.4240567 0.51561586 0.73051991 0.41385289] [ 0.56572658 0.45423009 0.51060899 0.42649299 0.47765296] [ 0.62461866 0.48794875 0.58559294 0.34239742 0.5209757 ] [ 0.65099307 0.47401368 0.5679176 0.30227653 0.44675175] [ 0.50145835 0.47976791 0.43597786 0.41826337 0.494881 ] [ 0.50787498 0.52989802 0.55813208 0.47224398 0.33638037] [ 0.60709853 0.48888986 0.51429173 0.3746568 0.51027222] [ 0.41334372 0.57487413 0.46861236 0.62577345 0.53236509] [ 0.66193927 0.45355857 0.59613109 0.32736014 0.30147846] [ 0.66372044 0.54387018 0.55668744 0.27909357 0.47083893] [ 0.5763443 0.52904195 0.42658285 0.54111751 0.31889548] [ 0.40865421 0.40886158 0.3652797 0.80714592 0.32850795] [ 0.59543442 0.37973879 0.46757207 0.70003992 0.41342707] [ 0.60734161 0.62726253 0.49341718 0.46798584 0.47397757] [ 0.56878 0.35824325 0.53283061 0.42197419 0.54044046] [ 0.44744859 0.49499145 0.41708396 0.61528101 0.32740532] [ 0.51534659 0.45825015 0.5083312 0.79757577 0.39398005] [ 0.50769672 0.35284111 0.46464271 0.54946577 0.38290404] [ 0.5518322 0.46845137 0.42844644 0.51426462 0.43558018] [ 0.61984596 0.50198043 0.36959447 0.5729641 0.43104312] [ 0.53458799 0.49173889 0.48495601 0.4893385 0.48567462] [ 0.48414925 0.43413516 0.48453962 0.76045448 0.28208115] [ 0.57378004 0.54379678 0.38563663 0.28616615 0.38956895] [ 0.60800615 0.464347 0.48307105 0.22928966 0.29455827] [ 0.42697065 0.41185964 0.53633386 0.49850808 0.52699953] [ 0.5964881 0.46219521 0.47683972 0.46297931 0.4225323 ] [ 0.48273571 0.44099938 0.58379356 0.82059472 0.49977791] [ 0.43046075 0.4279037 0.58572653 0.67918937 0.60168812] [ 0.50079329 0.46190716 0.52570787 0.66015804 0.47569101] [ 0.34140777 0.42900334 0.54106953 0.7296427 0.57894494] [ 0.46300955 0.40388106 0.60264541 0.56274368 0.35332246] [ 0.48407249 0.42678472 0.50374314 0.59356038 0.3870376 ] [ 0.55134954 0.47583424 0.48824357 0.52788979 0.45218239] [ 0.46825099 0.52667651 0.5457162 0.53510453 0.47133619] [ 0.57236317 0.51208324 0.60053093 0.48200463 0.39787625] [ 0.47621127 0.37513714 0.44272182 0.60630039 0.33924383] Progress: 3.1% ... Training loss: 0.917 ... Validation loss: 1.358[ 0.63527658 0.40421871 0.45501868 0.43218869 0.37451186] [ 0.54219029 0.41912638 0.54250293 0.57419796 0.50395799] [ 0.57244539 0.45738121 0.3679636 0.39773832 0.27498825] [ 0.69657781 0.50967315 0.45702845 0.50909725 0.34582188] [ 0.58771452 0.50005082 0.58555089 0.23692888 0.54955433] [ 0.35128003 0.41550192 0.56417481 0.77270636 0.520445 ] [ 0.55197918 0.49005225 0.4372639 0.49622227 0.35250035] [ 0.38423267 0.33342415 0.59670803 0.7824633 0.48518696] [ 0.60546661 0.52382935 0.4217076 0.71128938 0.50205288] [ 0.49335781 0.4545087 0.51092547 0.28508115 0.41621131] [ 0.56589471 0.42492372 0.56273046 0.50203945 0.3643408 ] [ 0.63229782 0.4224639 0.39413169 0.54930242 0.374721 ] [ 0.42957937 0.43042558 0.56352696 0.6320316 0.37323817] [ 0.59530916 0.53946937 0.60113225 0.45494339 0.48807428] [ 0.58371972 0.57800572 0.49771972 0.49393899 0.57073434] [ 0.45512498 0.49833932 0.4222154 0.74275285 0.41817107] [ 0.59438327 0.57842482 0.49628444 0.57102611 0.44306319] [ 0.5197266 0.48502572 0.45362615 0.74484805 0.29092055] [ 0.54797291 0.53416799 0.48338435 0.5576311 0.47893233] [ 0.47606038 0.4394604 0.50864649 0.35692142 0.43035635] [ 0.59288231 0.59380206 0.38082796 0.74760366 0.40619373] [ 0.59445048 0.37556092 0.56158592 0.40376566 0.47826609] [ 0.5669086 0.43955779 0.53424413 0.74441779 0.39653094] [ 0.45371982 0.52674433 0.42025166 0.6218949 0.36488458] [ 0.61996148 0.5495896 0.4698654 0.7069811 0.5526015 ] [ 0.6243799 0.51819244 0.31078739 0.42931794 0.38565205] [ 0.53838435 0.48277362 0.51299888 0.60011961 0.45488302] [ 0.54915408 0.4633282 0.58016481 0.51886033 0.36237934] [ 0.59697838 0.50811902 0.53753982 0.31593143 0.47557997] [ 0.40178159 0.34829572 0.50315233 0.81728421 0.47649612] [ 0.55691939 0.51978941 0.59362186 0.48353537 0.56472433] [ 0.58060444 0.51944053 0.45527659 0.78015537 0.42774688] [ 0.7324023 0.51463272 0.36146135 0.38882646 0.39013446] [ 0.49871215 0.57760513 0.54769318 0.33251181 0.53408802] [ 0.63622918 0.49926342 0.43741275 0.50198536 0.54188543] [ 0.44921234 0.3974217 0.53492432 0.63766605 0.62708794] [ 0.58211609 0.55247451 0.45749684 0.59799101 0.50748769] [ 0.62589516 0.54644947 0.36751555 0.47487432 0.3838619 ] [ 0.49841622 0.52158206 0.61551185 0.57214941 0.52095707] [ 0.61258591 0.43468229 0.57843093 0.28831929 0.43821261] [ 0.58806463 0.53878511 0.45402398 0.68292826 0.42269503] [ 0.57361291 0.41824413 0.32507372 0.4460429 0.41110644] [ 0.631438 0.43738569 0.5360406 0.29327236 0.35705881] [ 0.55790222 0.35841927 0.48546421 0.40105508 0.53120535] [ 0.41088465 0.32978706 0.4367937 0.75745588 0.4039934 ] [ 0.59381071 0.52054479 0.49635404 0.49587561 0.37456238] [ 0.49680512 0.63796383 0.56921221 0.59114712 0.57938729] [ 0.48538196 0.40493429 0.61962855 0.73135252 0.43572538] [ 0.51541992 0.43444338 0.54072275 0.30505006 0.43246615] [ 0.6083439 0.59467892 0.50500027 0.44306416 0.38434221] [ 0.36022637 0.36924375 0.64457492 0.49958831 0.62860409] [ 0.45510272 0.4387932 0.49837056 0.71973827 0.48839727] [ 0.48111825 0.61875461 0.47753291 0.52635176 0.37850649] [ 0.69015565 0.57345649 0.37469061 0.36444255 0.36485245] [ 0.52853189 0.31356839 0.40541361 0.4815906 0.44906884] [ 0.60384205 0.49868651 0.48737021 0.4345388 0.45912416] [ 0.56502271 0.54036103 0.51783225 0.81500389 0.50435859] [ 0.62643169 0.53257882 0.45328945 0.44578158 0.47721753] [ 0.51815926 0.46090443 0.55004612 0.30232724 0.49896624] [ 0.57735951 0.40759885 0.48976491 0.65164843 0.37637279] [ 0.56496572 0.56703471 0.38324211 0.53762661 0.42147061] [ 0.49672263 0.55074411 0.61755291 0.39158862 0.53200089] [ 0.52758264 0.47975267 0.53442948 0.75994225 0.43522978] [ 0.63290897 0.5148314 0.68971937 0.38988683 0.47414815] [ 0.57081951 0.56660212 0.57829261 0.39357578 0.4986328 ] [ 0.65499939 0.5708437 0.35425862 0.52275205 0.39552009] [ 0.47638608 0.42410591 0.53534256 0.69542596 0.35192055] [ 0.64229971 0.43560515 0.44007321 0.18311685 0.42188678] [ 0.54983464 0.54141789 0.4614232 0.53280108 0.38881919] [ 0.61200108 0.38893467 0.57947363 0.36097509 0.35012605] [ 0.55243889 0.47526444 0.48827235 0.52735559 0.45197802] [ 0.47763774 0.44174702 0.35766824 0.50679662 0.4239112 ] [ 0.59927411 0.51156049 0.41313847 0.32753518 0.39522121] [ 0.42622666 0.4446496 0.48565851 0.71296097 0.45960017] [ 0.62361822 0.50338378 0.56316118 0.22553449 0.53446953] [ 0.46022379 0.34294776 0.4618315 0.79464443 0.43668105] [ 0.5803502 0.40099303 0.32744222 0.66037854 0.53180224] [ 0.57509146 0.54310233 0.38567006 0.28568477 0.38932683] [ 0.57515991 0.50868268 0.6626408 0.58334594 0.38590706] [ 0.63142667 0.50645114 0.43777765 0.36990585 0.31318481] [ 0.50840941 0.46319658 0.50791643 0.43280581 0.54945277] [ 0.57769617 0.54607801 0.36639642 0.66669463 0.32622775] [ 0.48672482 0.31788432 0.46789176 0.79573442 0.43579117] [ 0.56665241 0.35918265 0.52704732 0.47784105 0.5297059 ] [ 0.43115073 0.49743544 0.4854438 0.73780248 0.4419742 ] [ 0.5169642 0.38988469 0.26586631 0.74242947 0.30645256] [ 0.4696789 0.35501466 0.44636582 0.84484535 0.39737916] [ 0.53391251 0.54335783 0.56045458 0.52537502 0.48284983] [ 0.43874941 0.43281652 0.63809768 0.60594995 0.45426308] [ 0.61295338 0.54181868 0.47553692 0.39788552 0.44997093] [ 0.53011426 0.48073583 0.63209452 0.37684591 0.55293697] [ 0.42014176 0.44059676 0.57800853 0.62923884 0.49272552] [ 0.44011105 0.5061666 0.45908395 0.6431845 0.39484022] [ 0.49989677 0.49250697 0.53052472 0.6589905 0.35657521] [ 0.49525645 0.52014547 0.49490319 0.43281524 0.51095505] [ 0.53221985 0.4816064 0.59421376 0.36754912 0.55406756] [ 0.64934414 0.51831894 0.51545249 0.48007739 0.34974934] [ 0.39456631 0.37363157 0.41704241 0.77768379 0.44258481] [ 0.59026063 0.5135307 0.38213817 0.28424894 0.39223932] [ 0.63127412 0.58469938 0.37621298 0.47918246 0.40732669] [ 0.60795075 0.55497768 0.41100928 0.27365602 0.324366 ] [ 0.51815367 0.54827573 0.46689606 0.57245426 0.41583788] [ 0.41355345 0.44478076 0.4111095 0.87976601 0.4429202 ] [ 0.44545861 0.41905263 0.36655516 0.62834661 0.37238157] [ 0.59961637 0.4628647 0.44820251 0.64810508 0.57425165] [ 0.51942189 0.5311883 0.51677369 0.48726995 0.48073527] [ 0.43655079 0.51663091 0.54032819 0.82277988 0.43456454] [ 0.42054065 0.32703213 0.4189536 0.75800312 0.405728 ] [ 0.6024853 0.54545502 0.36126525 0.45110741 0.30678541] [ 0.58073991 0.59443006 0.51682543 0.39985568 0.46205188] [ 0.578451 0.36955284 0.40587201 0.56700272 0.39096 ] [ 0.5842628 0.35634198 0.49754596 0.49456213 0.49526739] [ 0.54967203 0.55157965 0.58862006 0.40320318 0.50840432] [ 0.41150492 0.40890398 0.39930112 0.57481943 0.46359979] [ 0.40913986 0.36265185 0.65520623 0.70742385 0.49239924] [ 0.56958687 0.53491612 0.4489499 0.3425712 0.4001492 ] [ 0.40959673 0.38821385 0.59113849 0.74025048 0.45050187] [ 0.64229971 0.43560515 0.44007321 0.18311685 0.42188678] [ 0.61866162 0.57987273 0.44622501 0.28733476 0.35784687] [ 0.52314484 0.43760164 0.66857094 0.49782684 0.59977939] [ 0.42400104 0.45015501 0.48040724 0.5029748 0.56112051] [ 0.64003618 0.50960873 0.55312502 0.34515591 0.48571695] [ 0.57697704 0.53749723 0.59242139 0.28920464 0.45414443] [ 0.45933858 0.47967685 0.55195304 0.8169049 0.52704784] [ 0.41386599 0.39901228 0.59625467 0.62411212 0.42548351] [ 0.41967099 0.56336794 0.46371397 0.88560456 0.39087287] [ 0.66612254 0.36150913 0.46151565 0.33917023 0.40848799] [ 0.48727131 0.47477722 0.33445245 0.74331672 0.37920878] Progress: 3.2% ... Training loss: 0.914 ... Validation loss: 1.359[ 0.58168958 0.51594337 0.34889924 0.56664462 0.36178746] [ 0.48367154 0.33787909 0.57503219 0.76619709 0.43007421] [ 0.61288162 0.42686231 0.40430098 0.68525425 0.48559449] [ 0.72519155 0.56406367 0.3980376 0.49879674 0.32153459] [ 0.4547012 0.2599046 0.46752049 0.83207548 0.48505242] [ 0.56898978 0.5174721 0.51625757 0.51505939 0.42005198] [ 0.62616304 0.56510142 0.41556077 0.48843089 0.33236442] [ 0.44047079 0.36563698 0.47538686 0.76450718 0.48277842] [ 0.56522538 0.4327514 0.55674084 0.47362443 0.55931832] [ 0.61521804 0.49601957 0.47889526 0.38386283 0.46292594] [ 0.62139598 0.5817747 0.44062384 0.64433459 0.41919461] [ 0.5481416 0.39223196 0.60374998 0.62179936 0.3391852 ] [ 0.51241642 0.57048778 0.61452457 0.62997108 0.49826275] [ 0.4987272 0.32281269 0.56232378 0.50417701 0.42247208] [ 0.62116032 0.55863739 0.53820978 0.60750149 0.36774829] [ 0.56818422 0.66452068 0.47611388 0.55283567 0.39830534] [ 0.52566147 0.56147829 0.52954625 0.3812845 0.61640913] [ 0.50664776 0.39990561 0.40887634 0.58014791 0.52657119] [ 0.5584043 0.44521519 0.46168098 0.62839463 0.50015161] [ 0.45383494 0.47832614 0.47051083 0.75962127 0.40943211] [ 0.54756083 0.47389563 0.40441284 0.65176366 0.42521862] [ 0.55067292 0.48040793 0.63119919 0.3508706 0.54759839] [ 0.64059335 0.44353887 0.33898089 0.47553091 0.37118479] [ 0.53267051 0.63431475 0.45154667 0.62540264 0.48674931] [ 0.44543866 0.3961313 0.5699275 0.71094568 0.45842707] [ 0.5625298 0.51099808 0.43717175 0.53286403 0.39480757] [ 0.64229983 0.5234844 0.46409945 0.68137634 0.50168357] [ 0.54599761 0.34414003 0.46391801 0.62139369 0.36848854] [ 0.47529128 0.42248702 0.52969257 0.49160217 0.39346678] [ 0.55087384 0.4515447 0.62374847 0.37100746 0.49924825] [ 0.56272035 0.50775487 0.49927289 0.50136661 0.60049447] [ 0.43251536 0.39437909 0.55328052 0.67156788 0.55380844] [ 0.54590154 0.45401242 0.55147305 0.5513312 0.38643599] [ 0.55292386 0.48888372 0.50977416 0.5089969 0.4227257 ] [ 0.6236321 0.53529102 0.44435634 0.44847187 0.43654585] [ 0.45861281 0.28369357 0.55780625 0.68149403 0.4565691 ] [ 0.44980345 0.40289173 0.68000579 0.57697809 0.49340294] [ 0.43805342 0.32529724 0.51450979 0.69045465 0.45019474] [ 0.4351793 0.42702075 0.56664767 0.62299864 0.36879492] [ 0.46347124 0.37227708 0.51162287 0.60793599 0.32925098] [ 0.52868171 0.36869728 0.49408724 0.58634918 0.48727961] [ 0.67081939 0.55148355 0.53393791 0.50590184 0.32450662] [ 0.53167522 0.41498028 0.52399708 0.66233359 0.28645198] [ 0.45861281 0.28369357 0.55780625 0.68149403 0.4565691 ] [ 0.50938027 0.45171903 0.53413252 0.4497711 0.44901623] [ 0.60590665 0.40492158 0.44474448 0.58936108 0.51890662] [ 0.65191986 0.50978859 0.54451062 0.57219279 0.40898471] [ 0.54081681 0.59679159 0.51338118 0.58263027 0.50630713] [ 0.4543917 0.47478216 0.57752042 0.61901846 0.5501259 ] [ 0.5476871 0.50439096 0.53826777 0.55816487 0.52484879] [ 0.53459008 0.49945722 0.59409162 0.67811462 0.60604618] [ 0.55151519 0.47411109 0.55021599 0.66317 0.25802069] [ 0.45772047 0.28432426 0.40946967 0.83880742 0.40094811] [ 0.57280805 0.44700139 0.51208853 0.66731366 0.25966391] [ 0.57448471 0.54898262 0.37451563 0.58488539 0.37711466] [ 0.40592503 0.43603235 0.52627788 0.83149678 0.48663908] [ 0.48262756 0.52652825 0.60376454 0.79564184 0.56281204] [ 0.45596391 0.51268801 0.56112701 0.6953078 0.46527896] [ 0.64584224 0.57194562 0.54310894 0.32018026 0.49576321] [ 0.5202648 0.43829748 0.46950392 0.49283892 0.46182709] [ 0.59198643 0.55324383 0.56298247 0.56476031 0.56107139] [ 0.47461922 0.47325428 0.55411688 0.69561613 0.35110772] [ 0.40644957 0.35719714 0.45031321 0.83430006 0.46508382] [ 0.51383929 0.47379583 0.38783674 0.61127305 0.48529594] [ 0.41065901 0.45535224 0.43385675 0.81752936 0.48421734] [ 0.5194507 0.33177039 0.56518728 0.58768601 0.3603559 ] [ 0.6285897 0.42420572 0.64277186 0.45662232 0.4902228 ] [ 0.6236321 0.53529102 0.44435634 0.44847187 0.43654585] [ 0.50299217 0.46343078 0.49736178 0.50064921 0.51186974] [ 0.46393871 0.40790746 0.44793864 0.72086928 0.32041987] [ 0.57268056 0.60123501 0.32503618 0.58640002 0.42049518] [ 0.65983287 0.40574797 0.53132175 0.54188159 0.46196563] [ 0.53553184 0.40460128 0.63785307 0.62671189 0.32881181] [ 0.43318611 0.31552993 0.7088602 0.52519553 0.5450712 ] [ 0.47333962 0.44045785 0.5847654 0.73281084 0.4247089 ] [ 0.39875052 0.31577601 0.52171962 0.75320029 0.44759405] [ 0.52749299 0.32371861 0.46342158 0.69384726 0.36286548] [ 0.50250251 0.38711083 0.52709869 0.49502621 0.57823208] [ 0.4705219 0.42920868 0.57901434 0.56020425 0.44062239] [ 0.54457235 0.63799642 0.63467705 0.63380646 0.43143697] [ 0.54647858 0.4852757 0.63041141 0.64314666 0.36813459] [ 0.55681817 0.41981544 0.64717783 0.30181445 0.56493864] [ 0.39264334 0.54905738 0.33249203 0.83779461 0.3599348 ] [ 0.4917801 0.40057084 0.60096105 0.50946486 0.51951856] [ 0.50792415 0.56060112 0.57487896 0.54268359 0.43014754] [ 0.36820785 0.27628765 0.46125211 0.79482854 0.49362451] [ 0.62780205 0.49655504 0.53349131 0.47582957 0.3727222 ] [ 0.48342519 0.56127748 0.43585321 0.679178 0.41563139] [ 0.56664682 0.56502711 0.32079909 0.71860022 0.47951554] [ 0.53357612 0.61038487 0.43106881 0.76366121 0.40104269] [ 0.52514199 0.45103828 0.49265047 0.39702622 0.55295078] [ 0.49575708 0.53069258 0.52264215 0.61480729 0.50017083] [ 0.59149653 0.52267907 0.52359049 0.60197377 0.44465627] [ 0.42015821 0.32572408 0.4571389 0.58709237 0.52656315] [ 0.45378638 0.48778259 0.53200405 0.59440978 0.45646772] [ 0.49494073 0.4828341 0.49122995 0.73062423 0.38571465] [ 0.58019423 0.47242075 0.59650713 0.34025628 0.54843132] [ 0.6452556 0.47282428 0.5302733 0.25589392 0.33097385] [ 0.41607415 0.35523706 0.57691635 0.7109949 0.3248274 ] [ 0.65517418 0.54757377 0.50502909 0.42883538 0.40657129] [ 0.44001261 0.42170457 0.55562051 0.59213049 0.47405712] [ 0.5854261 0.45067999 0.5971275 0.52230932 0.47240587] [ 0.63302242 0.35802127 0.49516699 0.46222412 0.46678038] [ 0.3174969 0.37217586 0.53886071 0.81531513 0.51729524] [ 0.45309552 0.49497582 0.39766196 0.60661311 0.4884642 ] [ 0.60128229 0.49531929 0.41547184 0.72112868 0.42316769] [ 0.50143227 0.45292772 0.55226351 0.76629396 0.55517564] [ 0.45467624 0.37217026 0.52038455 0.50402161 0.4301363 ] [ 0.40571645 0.38915073 0.57160561 0.72368663 0.36021681] [ 0.60776429 0.6161058 0.29650644 0.62090792 0.3540933 ] [ 0.51095302 0.43780487 0.53052777 0.64320828 0.32894055] [ 0.48827391 0.4645315 0.43298721 0.42992207 0.44351751] [ 0.55481758 0.53583681 0.50203716 0.25688526 0.48302048] [ 0.41292904 0.5501126 0.33491723 0.72888326 0.39137122] [ 0.54265815 0.39836608 0.55695722 0.64568629 0.31261552] [ 0.48157146 0.60747485 0.46080479 0.65385323 0.44549373] [ 0.68670443 0.58036231 0.57052732 0.36685615 0.53519587] [ 0.46896062 0.45276668 0.44594705 0.74194449 0.36312423] [ 0.5365801 0.53326867 0.45837657 0.6199908 0.43827306] [ 0.57743299 0.50318612 0.33070055 0.52505904 0.42469947] [ 0.532581 0.4619478 0.45180212 0.26456123 0.47276547] [ 0.45211733 0.31546997 0.4172605 0.67515864 0.38221071] [ 0.70534743 0.6068759 0.53009404 0.36493405 0.35203593] [ 0.60829696 0.5288746 0.38529812 0.72365652 0.5698636 ] [ 0.60560413 0.55136265 0.50541611 0.51535759 0.39609151] [ 0.54653872 0.51405376 0.50842223 0.58683944 0.54790824] [ 0.57819001 0.38848486 0.48993919 0.27343609 0.42707368] [ 0.53885983 0.39659168 0.38256258 0.72114452 0.26363896] Progress: 3.2% ... Training loss: 0.913 ... Validation loss: 1.346[ 0.56052262 0.54771957 0.4421614 0.65465523 0.37262019] [ 0.3631936 0.42157771 0.48178661 0.82873907 0.45674211] [ 0.65566114 0.59027453 0.40428219 0.56236522 0.31935439] [ 0.50608812 0.38837325 0.50397128 0.60099201 0.42481004] [ 0.5915619 0.49321684 0.55663613 0.26809294 0.50565873] [ 0.6273654 0.58159829 0.45000459 0.39072929 0.43952645] [ 0.47856122 0.47522076 0.49992572 0.34473478 0.46110639] [ 0.49979624 0.45437464 0.58847734 0.71400955 0.35351997] [ 0.54655819 0.61832754 0.35004228 0.67344046 0.41905234] [ 0.38653923 0.39384225 0.44608351 0.67892907 0.4048221 ] [ 0.54321087 0.41977802 0.69334441 0.59066294 0.47104075] [ 0.51751513 0.49515528 0.5730479 0.54813292 0.42679141] [ 0.46682847 0.42919084 0.45678963 0.67528094 0.57041532] [ 0.6078678 0.50280036 0.45892632 0.40568112 0.5064241 ] [ 0.55899057 0.59914726 0.29983131 0.52508315 0.33378157] [ 0.64125887 0.54459174 0.57004168 0.30536128 0.37368807] [ 0.62162958 0.44774357 0.56797933 0.42446377 0.34575841] [ 0.49996958 0.36795155 0.52532903 0.77294462 0.42774993] [ 0.43620564 0.45838371 0.53834189 0.5933173 0.45468865] [ 0.49693251 0.56587061 0.51026509 0.63909462 0.42189854] [ 0.45741067 0.45651024 0.41500096 0.77341078 0.40580736] [ 0.6365998 0.50332191 0.59450824 0.29621733 0.47765067] [ 0.56650269 0.57217944 0.32807274 0.59257482 0.4517885 ] [ 0.54844528 0.52527572 0.46413121 0.63418153 0.34470224] [ 0.5704154 0.32727345 0.5840276 0.62260256 0.56732829] [ 0.55378126 0.41550576 0.3490329 0.72644288 0.37635977] [ 0.54695547 0.58261972 0.47137409 0.30044255 0.43887387] [ 0.52447384 0.39007876 0.64631775 0.62217114 0.36639497] [ 0.48911968 0.51106234 0.41242832 0.83322915 0.39730583] [ 0.38963925 0.40162941 0.39966386 0.63964298 0.42415368] [ 0.71021759 0.5052343 0.50258932 0.36345283 0.31633589] [ 0.58912904 0.44818874 0.44036595 0.45236768 0.44491476] [ 0.57755294 0.36036733 0.47635496 0.34943271 0.35874922] [ 0.41379684 0.52746919 0.44076217 0.47052911 0.55091817] [ 0.57484277 0.3771481 0.54743268 0.42912991 0.40170674] [ 0.53268672 0.45029963 0.52540424 0.60044406 0.45446731] [ 0.55839827 0.53093703 0.53351168 0.434868 0.47512696] [ 0.56979482 0.59238751 0.50774888 0.53676469 0.46187277] [ 0.50288971 0.56150535 0.49417802 0.363975 0.48078077] [ 0.46682847 0.42919084 0.45678963 0.67528094 0.57041532] [ 0.58633027 0.49753416 0.65661805 0.45986246 0.47111909] [ 0.58386114 0.53431767 0.62211298 0.42226715 0.46773361] [ 0.39479949 0.45299203 0.57908428 0.75608565 0.41049866] [ 0.51463511 0.42175086 0.46112122 0.37566509 0.56632015] [ 0.42797317 0.35618234 0.5794028 0.47619941 0.56714693] [ 0.54670272 0.49080029 0.54666898 0.54953596 0.52897464] [ 0.64990935 0.59469576 0.43485709 0.59753508 0.35082127] [ 0.63207016 0.58777637 0.42829447 0.2832902 0.41131896] [ 0.60459431 0.60584262 0.44082589 0.60698867 0.35175015] [ 0.51504868 0.34284785 0.50119822 0.65084378 0.37039175] [ 0.61912712 0.47671945 0.50233198 0.22385836 0.24890468] [ 0.45430094 0.43208888 0.40300118 0.64016569 0.36534211] [ 0.50575393 0.40069862 0.64160216 0.76042422 0.4830567 ] [ 0.58633027 0.49753416 0.65661805 0.45986246 0.47111909] [ 0.67810503 0.47572852 0.42186458 0.30009575 0.36919335] [ 0.62097779 0.58427029 0.35996702 0.64450045 0.30448608] [ 0.50779243 0.57218562 0.27173654 0.64708872 0.41134096] [ 0.33955479 0.43951217 0.37881346 0.79817345 0.41386385] [ 0.56723308 0.4808641 0.6025296 0.36187307 0.4899461 ] [ 0.47224672 0.46596147 0.56154614 0.6869888 0.44162551] [ 0.5827941 0.54883964 0.30635711 0.52319783 0.44814315] [ 0.66763114 0.45886203 0.45872437 0.17638129 0.30167183] [ 0.51779756 0.35138692 0.56481197 0.52655821 0.3416957 ] [ 0.55899057 0.59914726 0.29983131 0.52508315 0.33378157] [ 0.62145654 0.57823055 0.42285936 0.62689139 0.37942031] [ 0.40714868 0.42115654 0.60951585 0.76320369 0.48337139] [ 0.57083109 0.49745846 0.42021084 0.61032927 0.37466071] [ 0.57307639 0.60441508 0.45123284 0.54846467 0.43938599] [ 0.66014488 0.44931015 0.51738093 0.39390364 0.33376418] [ 0.58658159 0.39633215 0.58270172 0.25534854 0.3892172 ] [ 0.4840703 0.52583866 0.55122971 0.62172986 0.56153096] [ 0.49606892 0.3853006 0.48670998 0.56084571 0.39294732] [ 0.55137174 0.48375219 0.41848794 0.59712861 0.56065525] [ 0.47635001 0.56822148 0.49819685 0.61757642 0.44686015] [ 0.44596191 0.53276057 0.52331906 0.71776472 0.53751815] [ 0.56048305 0.51289063 0.42598645 0.29491295 0.40501965] [ 0.66228573 0.45019796 0.67430383 0.25949615 0.44198986] [ 0.52181795 0.2479022 0.45287469 0.72214095 0.5043171 ] [ 0.69598778 0.49289002 0.39214809 0.50623155 0.41061414] [ 0.47280503 0.36493757 0.65338906 0.69705071 0.34559533] [ 0.62601762 0.51056274 0.44223901 0.52558877 0.47446375] [ 0.64194417 0.42756489 0.3035906 0.51736728 0.39562271] [ 0.52833223 0.43580662 0.57177234 0.43473596 0.48440619] [ 0.5353431 0.51094819 0.31148876 0.52081018 0.41800155] [ 0.57107941 0.44759905 0.39228578 0.74403918 0.48626611] [ 0.5022264 0.41372113 0.62230976 0.49213426 0.46718497] [ 0.56496247 0.58310663 0.50623264 0.53232162 0.51080884] [ 0.49676247 0.35830637 0.45415567 0.69397638 0.49149176] [ 0.57710624 0.41724097 0.52706734 0.51936182 0.51704477] [ 0.64735565 0.42140603 0.33215603 0.51004677 0.37050665] [ 0.46658432 0.37277084 0.60355835 0.69962474 0.37103229] [ 0.57420208 0.51127531 0.57655469 0.43590632 0.48246776] [ 0.54229204 0.4616676 0.51773824 0.6110847 0.45123519] [ 0.49318851 0.41652767 0.48946105 0.57985999 0.58883112] [ 0.52071728 0.51023901 0.5454098 0.47236155 0.57535638] [ 0.42787808 0.49277161 0.53397673 0.77189425 0.43800956] [ 0.4771434 0.48828634 0.50738224 0.76973367 0.43436722] [ 0.52985661 0.44677142 0.53051327 0.45442402 0.4076752 ] [ 0.52263657 0.46714744 0.59622954 0.34227155 0.50618766] [ 0.52866535 0.47929342 0.55813013 0.7823149 0.41948266] [ 0.54701368 0.46995655 0.33011403 0.45233383 0.5194719 ] [ 0.42600867 0.49993196 0.48528635 0.73916275 0.44288126] [ 0.49378243 0.46601911 0.45166927 0.70638253 0.50979522] [ 0.66121929 0.55740138 0.47381499 0.45076169 0.51196241] [ 0.53417145 0.47327009 0.54533409 0.34457348 0.47408138] [ 0.5607452 0.53813068 0.40137554 0.59884569 0.41824302] [ 0.60566929 0.53168233 0.42357932 0.62848282 0.31765103] [ 0.52648909 0.50890287 0.52503626 0.45180621 0.43663895] [ 0.40956332 0.31375283 0.61458571 0.61769149 0.43458164] [ 0.5538429 0.5512031 0.54578277 0.52628429 0.48793584] [ 0.71625475 0.53540366 0.45379186 0.41896592 0.36579323] [ 0.55565267 0.58486275 0.55754344 0.53719288 0.45633668] [ 0.60612616 0.49362245 0.48185203 0.26732343 0.33865395] [ 0.62972491 0.4115312 0.41939824 0.39426533 0.38530992] [ 0.45121657 0.55467194 0.56893505 0.70081651 0.5505417 ] [ 0.51502001 0.48598688 0.7097117 0.63564496 0.43407052] [ 0.57204738 0.45279853 0.57629572 0.45593984 0.4785215 ] [ 0.54873657 0.50950986 0.3677338 0.6118046 0.24982183] [ 0.48255841 0.45910893 0.52776856 0.60356968 0.37151877] [ 0.52961593 0.51417914 0.52357431 0.61044772 0.49949361] [ 0.58194204 0.48379468 0.41178444 0.56826243 0.42023088] [ 0.43785535 0.38381695 0.66551264 0.69677987 0.54948101] [ 0.70588983 0.56721214 0.52152287 0.59161346 0.33260762] [ 0.5733649 0.36959696 0.63857029 0.46358471 0.39021157] [ 0.6747852 0.458344 0.56070009 0.35404779 0.44747613] [ 0.6287409 0.68094987 0.41212027 0.54440844 0.471256 ] [ 0.54979429 0.61093325 0.55267672 0.64909576 0.40227681] [ 0.5710117 0.52469963 0.54664003 0.64117581 0.41692808] Progress: 3.3% ... Training loss: 0.912 ... Validation loss: 1.341[ 0.59873258 0.40093028 0.65260943 0.22595446 0.48046168] [ 0.41089485 0.46120371 0.58275616 0.7991018 0.57573021] [ 0.56110612 0.48620089 0.56231765 0.5052488 0.45734721] [ 0.61242659 0.58611227 0.53049465 0.43263704 0.45749708] [ 0.55520488 0.36939385 0.50972612 0.36139561 0.51944137] [ 0.38897222 0.34275367 0.50276005 0.77453069 0.3937657 ] [ 0.52683112 0.45305603 0.57041791 0.70165513 0.41704675] [ 0.63921777 0.53422367 0.48485004 0.38044341 0.33877143] [ 0.55892099 0.54384544 0.42267213 0.62647904 0.32220554] [ 0.63328634 0.47053603 0.50624831 0.1952541 0.36714791] [ 0.47044499 0.41732387 0.50584231 0.47153364 0.39248317] [ 0.45894465 0.54876297 0.50166909 0.52471921 0.39189646] [ 0.58106196 0.43706811 0.58840376 0.29759104 0.48929755] [ 0.58668319 0.60055802 0.56685199 0.39832189 0.55018859] [ 0.55040023 0.44007749 0.70264322 0.29136196 0.51638231] [ 0.61221533 0.50308538 0.55651259 0.20168181 0.52268634] [ 0.55760747 0.45211731 0.42067748 0.28047736 0.3986567 ] [ 0.40346165 0.37861238 0.5841173 0.7974016 0.56782906] [ 0.57551408 0.36422617 0.53284528 0.59829056 0.29160029] [ 0.54766756 0.55651182 0.54292384 0.54583629 0.47932577] [ 0.5110557 0.4850889 0.63441782 0.441089 0.39148163] [ 0.62300808 0.50365342 0.52513765 0.45211298 0.45228422] [ 0.61033821 0.4062528 0.40982188 0.53879948 0.46643962] [ 0.50095115 0.42365429 0.52729669 0.41425739 0.63272862] [ 0.51319365 0.39566304 0.44606547 0.42047466 0.33239244] [ 0.45463465 0.52351096 0.37109785 0.6302683 0.36701145] [ 0.51731421 0.51983898 0.57784315 0.28631342 0.49509769] [ 0.60137535 0.50112416 0.47354687 0.51661129 0.36045998] [ 0.43739425 0.35956392 0.48595795 0.81232505 0.45860358] [ 0.44456646 0.37018928 0.493785 0.53090646 0.45329723] [ 0.50455247 0.44899438 0.63732167 0.55884184 0.5897681 ] [ 0.42290151 0.43234275 0.54742349 0.55276657 0.36267704] [ 0.49840498 0.46664075 0.59625393 0.68674475 0.42946795] [ 0.4329016 0.41711634 0.50330899 0.7242497 0.35788957] [ 0.42696913 0.32470891 0.4760058 0.84539677 0.51075813] [ 0.64670271 0.47044879 0.38668299 0.4070356 0.31927109] [ 0.52749651 0.45233039 0.51287653 0.27664917 0.51219961] [ 0.47011062 0.50628027 0.44035445 0.6610868 0.35860782] [ 0.71901897 0.59523689 0.56964873 0.38446061 0.4631636 ] [ 0.53190249 0.32292507 0.52510273 0.44426366 0.49310694] [ 0.55741898 0.45846354 0.55947512 0.33544043 0.50551872] [ 0.64731672 0.59961393 0.51932566 0.28889942 0.4605911 ] [ 0.47558372 0.51314061 0.43471493 0.70140879 0.44601021] [ 0.53033436 0.51683873 0.47923359 0.57120414 0.43240792] [ 0.57669437 0.43827176 0.48198267 0.57600505 0.51957504] [ 0.45970491 0.48753687 0.53632218 0.60971145 0.48960983] [ 0.55489914 0.50330795 0.35543709 0.62684299 0.39522637] [ 0.61777679 0.544847 0.54702052 0.19960261 0.4101543 ] [ 0.42645525 0.42637417 0.43908678 0.78685129 0.42852976] [ 0.43236111 0.42693245 0.48072212 0.84183796 0.46513535] [ 0.53130275 0.5638626 0.46608258 0.6433518 0.43680184] [ 0.49572864 0.49655319 0.53280172 0.7039275 0.33710923] [ 0.68062299 0.62193631 0.40058159 0.38246422 0.33785684] [ 0.60369854 0.52927152 0.47081634 0.39753027 0.35255395] [ 0.36979543 0.3921025 0.39040363 0.78377053 0.37319142] [ 0.55842429 0.46318766 0.50734772 0.3346288 0.46597934] [ 0.60901258 0.45078761 0.53936273 0.32019466 0.56037269] [ 0.60330248 0.49317488 0.4821627 0.5270877 0.3690323 ] [ 0.5863097 0.53994596 0.40066104 0.6682159 0.32843687] [ 0.43210043 0.45086122 0.45452963 0.86125395 0.48741962] [ 0.55933011 0.60116734 0.29161125 0.65705987 0.28871195] [ 0.49606137 0.33424941 0.44345567 0.69584345 0.43639978] [ 0.51073301 0.40258387 0.57311133 0.69701797 0.43019061] [ 0.48708733 0.40575112 0.37711201 0.61644478 0.43036187] [ 0.56171678 0.47269577 0.63832173 0.41871027 0.41996351] [ 0.54828901 0.3866506 0.46865517 0.46377834 0.51396397] [ 0.44475631 0.44096096 0.49493613 0.56512402 0.51192227] [ 0.52402586 0.46466714 0.50021468 0.56988404 0.51391848] [ 0.63690369 0.59079646 0.65095427 0.52466087 0.45675183] [ 0.44732733 0.36250666 0.48014191 0.74311051 0.39385737] [ 0.52395268 0.50709033 0.4804217 0.41581489 0.53902971] [ 0.51509255 0.40648601 0.5263397 0.56454303 0.55480881] [ 0.55563199 0.52483436 0.55424952 0.52542318 0.47585387] [ 0.56266953 0.5537683 0.51312071 0.73830824 0.44735544] [ 0.49398952 0.46424509 0.50187025 0.35493642 0.51057844] [ 0.46025018 0.38832339 0.50321434 0.72110416 0.53029684] [ 0.51204327 0.37941058 0.44644273 0.694427 0.29441045] [ 0.64498522 0.4808011 0.4425095 0.5946069 0.55436653] [ 0.61883464 0.62731422 0.38706002 0.37328716 0.42116839] [ 0.62322224 0.51687663 0.27975821 0.48355301 0.40294842] [ 0.52757802 0.5094603 0.50752487 0.41234929 0.54115566] [ 0.44277664 0.37992335 0.43349108 0.78869956 0.4842307 ] [ 0.59135898 0.52070483 0.51896946 0.5075694 0.42036554] [ 0.65180566 0.30765492 0.43825787 0.28888664 0.38270747] [ 0.53725566 0.50780807 0.58838463 0.6765111 0.48393881] [ 0.53119257 0.37473255 0.495016 0.56116969 0.66083537] [ 0.4492646 0.49646912 0.45996423 0.52104594 0.34660762] [ 0.60062595 0.5474799 0.38852701 0.29707951 0.33514903] [ 0.55698099 0.58356733 0.42339349 0.59234087 0.39149999] [ 0.58321696 0.43276945 0.66908697 0.5176204 0.37500787] [ 0.65839915 0.47393848 0.55456657 0.24725635 0.40853591] [ 0.43329454 0.57035366 0.53351604 0.67068548 0.48762847] [ 0.5326657 0.48752056 0.35300218 0.5154348 0.46499958] [ 0.51732472 0.29469427 0.47084706 0.53254851 0.37365684] [ 0.58998447 0.46752553 0.40928109 0.49818243 0.39452485] [ 0.53418488 0.59648922 0.43874498 0.5020378 0.43597077] [ 0.42954991 0.41181867 0.54961483 0.65803078 0.4201912 ] [ 0.61949575 0.60950475 0.49008365 0.42547948 0.46465294] [ 0.44313424 0.46529673 0.50595606 0.49010394 0.47156786] [ 0.55543817 0.58621997 0.55334888 0.59709611 0.58863021] [ 0.68540185 0.43112893 0.53580484 0.48764383 0.34287446] [ 0.40323592 0.37616471 0.42941987 0.78719286 0.47429407] [ 0.55071395 0.4027118 0.49642343 0.58495216 0.39479299] [ 0.51922575 0.56050963 0.53332351 0.5378616 0.45402749] [ 0.57576118 0.46886653 0.5607844 0.42648366 0.56987302] [ 0.55332493 0.49507309 0.33583708 0.52355606 0.51598487] [ 0.46591159 0.36519392 0.46448908 0.71854828 0.59609531] [ 0.41832337 0.46780031 0.4116202 0.54521294 0.3650798 ] [ 0.47859553 0.4475962 0.5880561 0.70144277 0.4228958 ] [ 0.66828154 0.51852986 0.64135599 0.39680239 0.47535676] [ 0.45489575 0.41862979 0.52231602 0.49165128 0.47335741] [ 0.56550489 0.44021199 0.54104716 0.46430488 0.53282342] [ 0.41428477 0.41117174 0.62792791 0.70588263 0.46504477] [ 0.44765013 0.39069433 0.50959022 0.84149761 0.45381929] [ 0.57275363 0.53154535 0.40193835 0.54721174 0.43363542] [ 0.56621546 0.6258591 0.39061754 0.54475877 0.51446509] [ 0.55405294 0.46616243 0.601029 0.41696264 0.5637855 ] [ 0.39542161 0.40269893 0.46333647 0.76827956 0.39514338] [ 0.56361667 0.39569359 0.66312437 0.4538079 0.46870192] [ 0.48376982 0.41081281 0.47870312 0.42826537 0.4712071 ] [ 0.50487966 0.36897125 0.5660568 0.61068948 0.38053309] [ 0.52485198 0.49267338 0.45386672 0.48044745 0.37883406] [ 0.44067861 0.47283604 0.56005929 0.75739681 0.4243591 ] [ 0.62028176 0.61669252 0.52077014 0.58634823 0.47983709] [ 0.49192475 0.42691069 0.56915589 0.81418532 0.50105632] [ 0.58996592 0.47890706 0.48030999 0.51268066 0.46168781] [ 0.61724861 0.45539161 0.52692796 0.75257138 0.49380087] [ 0.61831416 0.57829364 0.50968443 0.39597634 0.40295054] Progress: 3.4% ... Training loss: 0.909 ... Validation loss: 1.341[ 0.55620553 0.5081158 0.48098207 0.4897014 0.43084002] [ 0.68074651 0.4563111 0.49986243 0.39950596 0.40723909] [ 0.5075973 0.55198632 0.54926872 0.54006584 0.36285998] [ 0.51308641 0.55433325 0.46043435 0.54670274 0.48294874] [ 0.68211652 0.56994433 0.54358616 0.45341 0.40248031] [ 0.69674535 0.47042563 0.54386224 0.26557241 0.47381337] [ 0.58880979 0.52101514 0.56584563 0.37316363 0.45945059] [ 0.62060543 0.47201541 0.51979007 0.19072399 0.47821978] [ 0.39634006 0.5554746 0.54751901 0.6408749 0.45823431] [ 0.5074024 0.52227112 0.51063534 0.56562409 0.50390228] [ 0.47701402 0.59501404 0.57658943 0.66872841 0.42624219] [ 0.60570377 0.47753736 0.59731937 0.2834368 0.48386819] [ 0.5040734 0.52725865 0.34165228 0.47218862 0.37173582] [ 0.47468219 0.41368567 0.46525232 0.81503939 0.40883065] [ 0.55174028 0.45241871 0.53785807 0.60274957 0.38979854] [ 0.58425811 0.45538288 0.56167775 0.3141315 0.40268248] [ 0.60182698 0.54647326 0.58485166 0.50663646 0.49703168] [ 0.7019935 0.42378434 0.48168169 0.31099164 0.40462498] [ 0.49216015 0.4641168 0.52118088 0.56277261 0.30034194] [ 0.50616665 0.41999972 0.5483212 0.5816532 0.44076437] [ 0.57183454 0.42419079 0.5172665 0.6100857 0.29346719] [ 0.4733686 0.30333599 0.5271285 0.64760804 0.38700308] [ 0.52947967 0.48483701 0.42292503 0.74130465 0.42980881] [ 0.51724533 0.57906587 0.49039094 0.65061417 0.4727502 ] [ 0.55778214 0.57342314 0.46879701 0.49059435 0.6265062 ] [ 0.50436281 0.38935111 0.52980415 0.6370205 0.4024119 ] [ 0.48328398 0.33313062 0.5625393 0.39733885 0.63038654] [ 0.56441102 0.3436579 0.5132242 0.46187726 0.46405447] [ 0.48088105 0.43023918 0.6437585 0.37399658 0.50723868] [ 0.57544587 0.59356423 0.55957563 0.37866036 0.56672929] [ 0.70720133 0.48521042 0.50840107 0.27622543 0.37320275] [ 0.59332552 0.49784933 0.43863973 0.51001098 0.56741029] [ 0.46251136 0.48047785 0.56795775 0.77629586 0.4212571 ] [ 0.48368659 0.50648849 0.3542706 0.56111949 0.43556113] [ 0.67287255 0.60898278 0.52251763 0.54162928 0.35562211] [ 0.60974999 0.58437213 0.47594509 0.2235689 0.35477431] [ 0.39812807 0.29153991 0.50602923 0.78244201 0.61648306] [ 0.57266917 0.40304199 0.57613753 0.44039689 0.4449765 ] [ 0.53810984 0.4113223 0.53606501 0.34542539 0.52354051] [ 0.69499641 0.52061515 0.28986158 0.49933589 0.32388442] [ 0.53428814 0.54278197 0.47638024 0.63185658 0.33889844] [ 0.42910204 0.34490243 0.55839105 0.80271543 0.40427715] [ 0.52189135 0.487445 0.59756784 0.43677074 0.48562803] [ 0.67663467 0.52141285 0.45056583 0.43293837 0.5601261 ] [ 0.67623046 0.50036279 0.48044133 0.26672654 0.40296954] [ 0.59841511 0.34882971 0.60921152 0.50384601 0.57565917] [ 0.41225982 0.32919366 0.4569179 0.59037072 0.52802114] [ 0.48726691 0.46164678 0.54526882 0.72652508 0.44601446] [ 0.53340642 0.54027058 0.47299851 0.46104385 0.50273492] [ 0.55715676 0.49732879 0.32669236 0.65127376 0.3427194 ] [ 0.54268133 0.44712024 0.59256973 0.46321229 0.60243305] [ 0.50088197 0.50674826 0.50242601 0.73819479 0.53323413] [ 0.5895305 0.30546455 0.45430694 0.59769818 0.52906823] [ 0.6800945 0.57663621 0.54542182 0.26504895 0.49135777] [ 0.62770935 0.42879577 0.54175189 0.38607062 0.43474703] [ 0.62091254 0.33931247 0.58510472 0.32643686 0.31232374] [ 0.4925282 0.46297211 0.56632098 0.63876325 0.44754621] [ 0.58745616 0.64387223 0.27852655 0.72852898 0.35119706] [ 0.53094442 0.52403361 0.67951886 0.4532933 0.39044847] [ 0.43118685 0.39624563 0.49899038 0.75770665 0.33363675] [ 0.51447902 0.48169176 0.64268783 0.41678426 0.50934693] [ 0.60571701 0.42234574 0.53009557 0.21336771 0.47863041] [ 0.49311857 0.55092511 0.51875282 0.4523006 0.46444796] [ 0.52623483 0.47190044 0.50374198 0.55194232 0.49830752] [ 0.67638578 0.49995986 0.49142158 0.3404215 0.4386932 ] [ 0.59340753 0.41886271 0.53798006 0.65518986 0.33627106] [ 0.49747281 0.64991471 0.3196257 0.68061478 0.42585497] [ 0.49125893 0.40090735 0.53858003 0.37566506 0.53988805] [ 0.51974032 0.29146692 0.51232839 0.62132685 0.41792587] [ 0.44254368 0.39455892 0.45546223 0.74912517 0.3555739 ] [ 0.70533896 0.45644684 0.54324257 0.31557922 0.42065741] [ 0.62311153 0.54775687 0.36743366 0.47557544 0.38434558] [ 0.60465023 0.56981109 0.6288174 0.37852491 0.4346944 ] [ 0.48676206 0.45103212 0.56476857 0.77160098 0.32337848] [ 0.65620882 0.63471618 0.43235365 0.39327829 0.36762382] [ 0.62417927 0.56910748 0.40068363 0.38995726 0.29187435] [ 0.52707089 0.30772485 0.6605183 0.69359171 0.54437795] [ 0.58868761 0.50210694 0.43078487 0.49945703 0.36580126] [ 0.60026977 0.52971674 0.45234693 0.45766784 0.39920935] [ 0.5358276 0.40857976 0.51507376 0.82985373 0.39289794] [ 0.39833205 0.31921193 0.56672524 0.67066965 0.39574883] [ 0.44880051 0.37897287 0.61119519 0.64823451 0.35848962] [ 0.74947856 0.65346641 0.24894786 0.54185445 0.28593552] [ 0.51724533 0.57906587 0.49039094 0.65061417 0.4727502 ] [ 0.62607596 0.40262634 0.50924425 0.30685467 0.35795114] [ 0.59756701 0.4423701 0.37815917 0.55611801 0.43751186] [ 0.55574708 0.58439437 0.53708219 0.69671988 0.46016763] [ 0.63706703 0.52625398 0.46393989 0.6833495 0.50270385] [ 0.49620675 0.47209098 0.54744315 0.48967595 0.46055213] [ 0.58957166 0.46543933 0.61131709 0.544925 0.54691932] [ 0.56610563 0.41714055 0.45473094 0.67854005 0.47182049] [ 0.55661091 0.56990278 0.32054898 0.72179198 0.4813433 ] [ 0.5371282 0.43429729 0.61424019 0.41018773 0.44845031] [ 0.6493698 0.47361205 0.34585504 0.49616663 0.28313344] [ 0.58155224 0.55792814 0.58135287 0.45360284 0.47846777] [ 0.5054189 0.70661184 0.44181424 0.59425469 0.39217802] [ 0.46246944 0.47305238 0.48065912 0.84421988 0.53348891] [ 0.57540421 0.36280232 0.42845169 0.65613565 0.30014092] [ 0.46562094 0.38420477 0.53239219 0.76191491 0.57646589] [ 0.42450098 0.33123427 0.51413021 0.69533327 0.45265563] [ 0.53548512 0.42148288 0.51316924 0.34052776 0.4371757 ] [ 0.61826433 0.34529289 0.39990458 0.44553334 0.41149399] [ 0.47636682 0.57716547 0.32661139 0.55042161 0.33852935] [ 0.57716712 0.43485785 0.34082364 0.39456931 0.29146566] [ 0.56444615 0.4600495 0.58105119 0.61324266 0.47961142] [ 0.46323981 0.42848459 0.51536008 0.73331226 0.41547015] [ 0.63738327 0.5839841 0.54005348 0.4756291 0.55648641] [ 0.61742656 0.51124106 0.46044928 0.39194502 0.42830531] [ 0.60679463 0.55726917 0.4741518 0.51874533 0.57100138] [ 0.5387582 0.5443939 0.47607982 0.52733685 0.42582326] [ 0.56163868 0.52580691 0.51209559 0.37172906 0.57981014] [ 0.52450165 0.50392948 0.53202053 0.51061056 0.42160488] [ 0.61818374 0.6456456 0.28812148 0.64311561 0.34942034] [ 0.53678706 0.6182094 0.50166522 0.54956279 0.45838207] [ 0.61747766 0.59096372 0.4377862 0.31016755 0.35043626] [ 0.43544916 0.40892674 0.46201607 0.79873054 0.4074849 ] [ 0.63164933 0.581062 0.46252157 0.31186634 0.34045529] [ 0.54800027 0.45283676 0.46768994 0.62064331 0.53140862] [ 0.4667952 0.41899239 0.49801016 0.69610235 0.51255136] [ 0.58352533 0.45961384 0.62280897 0.32317076 0.54180527] [ 0.39188201 0.43542653 0.39088579 0.83985248 0.42690724] [ 0.5731804 0.48969179 0.52109749 0.47859622 0.39101574] [ 0.6761497 0.42489654 0.48939055 0.30421176 0.33726166] [ 0.46053809 0.53656701 0.53686832 0.48288664 0.34393572] [ 0.57903686 0.40770768 0.58166966 0.28585195 0.43838213] [ 0.70762771 0.47741499 0.38964755 0.56765418 0.3198477 ] [ 0.48695157 0.40797894 0.52402642 0.73029858 0.34615165] [ 0.55155362 0.43083084 0.45908551 0.61606615 0.30651032] Progress: 3.4% ... Training loss: 0.906 ... Validation loss: 1.344[ 0.62291474 0.49238433 0.40136939 0.57198552 0.34060263] [ 0.56150202 0.40416494 0.47132287 0.54321188 0.5411681 ] [ 0.61133227 0.44156387 0.41153281 0.32770924 0.42143451] [ 0.48160021 0.58635968 0.40202205 0.77562382 0.45276801] [ 0.47752581 0.39672738 0.40834531 0.42645042 0.38797477] [ 0.46543983 0.38309 0.52374343 0.62437445 0.49895163] [ 0.63951768 0.58817089 0.48227677 0.53718405 0.49013745] [ 0.38975579 0.42960356 0.43293223 0.77390174 0.33169726] [ 0.33976217 0.43902622 0.52441931 0.8165459 0.52513293] [ 0.5840005 0.44402364 0.45425287 0.55061295 0.49937264] [ 0.67732487 0.49142984 0.39526504 0.57876564 0.32387735] [ 0.54046105 0.51402091 0.60862239 0.49608359 0.48735551] [ 0.58669239 0.49533033 0.35159854 0.44270072 0.33360508] [ 0.40689141 0.30036528 0.3715834 0.90291988 0.45657311] [ 0.6924834 0.548981 0.51014795 0.49465797 0.33506555] [ 0.71748516 0.49033171 0.54340688 0.26172491 0.3309237 ] [ 0.54671332 0.56435939 0.59376207 0.30931508 0.57251528] [ 0.51500488 0.51942601 0.49764262 0.52290528 0.36317737] [ 0.56274579 0.40152239 0.60042214 0.4565552 0.43103032] [ 0.6141026 0.58285562 0.37729272 0.68673159 0.45791125] [ 0.63522715 0.59523835 0.48904407 0.43065485 0.42665188] [ 0.63841775 0.57172535 0.58297606 0.42805576 0.4476711 ] [ 0.49132998 0.45221632 0.46615768 0.34776497 0.47145258] [ 0.54465407 0.54297198 0.5444669 0.43576955 0.46147752] [ 0.41747005 0.47119597 0.52312066 0.77048308 0.36314415] [ 0.40502063 0.44333877 0.46581324 0.7162109 0.38971845] [ 0.42005891 0.28956806 0.41463021 0.80978268 0.49456056] [ 0.46779523 0.37896997 0.6271842 0.66158096 0.32820398] [ 0.52957092 0.42850061 0.4997755 0.4615895 0.59301303] [ 0.58647062 0.5256057 0.37797519 0.51260292 0.44166899] [ 0.53291645 0.38726653 0.54829604 0.5197775 0.32277767] [ 0.35261732 0.44730687 0.49894983 0.8603725 0.46229685] [ 0.4392552 0.44517322 0.61977053 0.69544109 0.58131975] [ 0.63926649 0.52891958 0.39430308 0.68637525 0.3690635 ] [ 0.57518261 0.53569745 0.59899649 0.49059223 0.49142257] [ 0.66237336 0.47461579 0.43026559 0.53232844 0.46621064] [ 0.66378163 0.63741381 0.41985261 0.37337545 0.45445671] [ 0.46106878 0.36347379 0.58869812 0.65796788 0.44771921] [ 0.49840875 0.51700123 0.48637272 0.49690699 0.51833599] [ 0.66258816 0.49540099 0.44062771 0.62918364 0.47078192] [ 0.59293368 0.5612412 0.42070103 0.48414258 0.3533742 ] [ 0.43153463 0.44301952 0.47511761 0.73749818 0.51847811] [ 0.47586782 0.48889643 0.50734996 0.77003381 0.43460409] [ 0.48716747 0.39049884 0.43205979 0.74745369 0.46959183] [ 0.52373102 0.39964269 0.4073944 0.68363672 0.50201931] [ 0.5822255 0.53474329 0.44370715 0.45688349 0.48983301] [ 0.4676733 0.38510014 0.59903325 0.5715802 0.4182333 ] [ 0.65953576 0.5043739 0.41485502 0.36213503 0.41223074] [ 0.67309764 0.59017305 0.44893253 0.33376137 0.30998154] [ 0.53179878 0.52512843 0.38308643 0.60205185 0.40071177] [ 0.60247557 0.49112436 0.45571805 0.45416746 0.40149086] [ 0.57827686 0.4512496 0.48860831 0.49025546 0.27892563] [ 0.58154503 0.48541995 0.39592157 0.35805682 0.3776145 ] [ 0.58979676 0.47788882 0.51710827 0.47326911 0.43308859] [ 0.51233618 0.34789847 0.59747023 0.69740782 0.31605057] [ 0.44961885 0.40250613 0.59458891 0.68915768 0.33186766] [ 0.47000306 0.34361282 0.55058884 0.80420588 0.54306274] [ 0.67240468 0.48078802 0.45481039 0.32784824 0.35682019] [ 0.47285015 0.54107979 0.45072387 0.70747647 0.49630029] [ 0.44190916 0.50613588 0.49738118 0.71237247 0.44437644] [ 0.65892347 0.4794229 0.42955813 0.48138772 0.391651 ] [ 0.62638419 0.57572509 0.44644431 0.2843975 0.35645604] [ 0.5820608 0.57743279 0.51543742 0.70436514 0.52212237] [ 0.45971941 0.46964865 0.51760429 0.79048724 0.35863438] [ 0.58277547 0.37612434 0.62573089 0.29126079 0.57697773] [ 0.48373932 0.44745042 0.52422757 0.54656203 0.56267038] [ 0.58416513 0.40167071 0.61613202 0.34258316 0.3639343 ] [ 0.56088995 0.54935122 0.46089077 0.5084809 0.37886924] [ 0.5068124 0.42160862 0.54695263 0.60480069 0.36304594] [ 0.43328087 0.3698534 0.57550991 0.53096648 0.61391936] [ 0.57239456 0.47970534 0.42119034 0.6035891 0.46371512] [ 0.55549435 0.37716061 0.54556048 0.58574256 0.40332563] [ 0.5921132 0.64760512 0.47244061 0.62605039 0.47327699] [ 0.46397407 0.42917427 0.49853223 0.75794083 0.28993884] [ 0.59675286 0.50493033 0.50516241 0.32724729 0.38217459] [ 0.62277966 0.50373046 0.52513332 0.45212438 0.4523249 ] [ 0.53206723 0.49189193 0.56743885 0.503931 0.51160661] [ 0.59378937 0.59583178 0.45061789 0.28301514 0.40766069] [ 0.6431722 0.55522033 0.42878095 0.52476202 0.29656085] [ 0.64545327 0.50932598 0.43207974 0.4781205 0.41415771] [ 0.44795165 0.41209304 0.48841453 0.57426194 0.52064747] [ 0.46708079 0.47986405 0.41958456 0.63903808 0.36515045] [ 0.66975661 0.60003867 0.47732628 0.30159692 0.34223379] [ 0.7053028 0.56186805 0.45960038 0.44722307 0.45801899] [ 0.56228751 0.63280585 0.33052973 0.7333175 0.39753807] [ 0.57909999 0.47259538 0.58333742 0.37647841 0.57027622] [ 0.45437441 0.40757479 0.49632973 0.50048505 0.55086224] [ 0.50024098 0.34958297 0.40826346 0.77509181 0.36910533] [ 0.62605675 0.5578249 0.493755 0.67086214 0.32868474] [ 0.71479031 0.56237329 0.36395813 0.46929776 0.29598889] [ 0.59007405 0.39649769 0.52399461 0.59507434 0.36948245] [ 0.53023395 0.55344983 0.53761835 0.30761045 0.58734262] [ 0.47125182 0.39980738 0.6578923 0.67615597 0.39972804] [ 0.4929048 0.5409849 0.53930725 0.47523012 0.53838359] [ 0.58615753 0.40640538 0.44106113 0.36707187 0.40847302] [ 0.49400546 0.55209633 0.42226688 0.69033138 0.42940222] [ 0.41515392 0.51930785 0.42801895 0.57710223 0.44546061] [ 0.64867817 0.40774727 0.46903033 0.2843063 0.32779023] [ 0.54786036 0.50992714 0.36771233 0.61200329 0.24994935] [ 0.57533227 0.42086465 0.51123254 0.45931553 0.34075264] [ 0.57761667 0.5697912 0.53722101 0.34829702 0.59947334] [ 0.60286747 0.46349813 0.62805468 0.28985678 0.54096592] [ 0.45057953 0.40090675 0.56213401 0.49398557 0.47585339] [ 0.4252117 0.41703259 0.57116938 0.63459494 0.3269287 ] [ 0.47745954 0.52004291 0.64034512 0.43034154 0.49705491] [ 0.51886533 0.59201232 0.4746153 0.64165963 0.32887764] [ 0.66340605 0.46103246 0.42875123 0.41436282 0.35751174] [ 0.67371375 0.44814054 0.43761517 0.51827386 0.37443033] [ 0.58668552 0.4105709 0.44054425 0.59178629 0.41315703] [ 0.44832016 0.45956011 0.45065695 0.40094022 0.47396668] [ 0.43960739 0.51620681 0.33082911 0.67059032 0.43479192] [ 0.64840663 0.44048613 0.35764686 0.47388914 0.33783491] [ 0.58782991 0.45958853 0.520071 0.20774664 0.50324047] [ 0.41101447 0.45822015 0.45168575 0.61941959 0.54546937] [ 0.50930171 0.51641881 0.66214397 0.42893342 0.48369374] [ 0.52358903 0.59979797 0.53451268 0.65874659 0.52446776] [ 0.55827608 0.35543184 0.53650764 0.62341646 0.31353123] [ 0.52430823 0.46450498 0.50022215 0.5697348 0.5138636 ] [ 0.50768154 0.42276808 0.51853474 0.47862508 0.40561471] [ 0.626163 0.64966686 0.40355654 0.57274628 0.36935133] [ 0.48244068 0.39377298 0.39722899 0.82214224 0.46856208] [ 0.55916718 0.54075973 0.66456869 0.5053665 0.413226 ] [ 0.42359619 0.36126642 0.57278062 0.8273646 0.54210692] [ 0.6368733 0.60781471 0.38249004 0.58580037 0.43637948] [ 0.59913186 0.43695286 0.58732712 0.24489419 0.3518043 ] [ 0.51968911 0.43771039 0.4097832 0.5517029 0.46987978] [ 0.4999569 0.56099001 0.50920882 0.58564823 0.39745217] [ 0.57639257 0.56018281 0.43762372 0.64110245 0.32846375] Progress: 3.5% ... Training loss: 0.905 ... Validation loss: 1.343[ 0.45509062 0.50853973 0.53106211 0.53547772 0.49626025] [ 0.66245692 0.47455915 0.43026824 0.53225451 0.46619105] [ 0.41806434 0.40033236 0.64811979 0.75727742 0.43670791] [ 0.6866193 0.53164257 0.42944496 0.45177005 0.37512365] [ 0.42421611 0.43814398 0.51208838 0.79759775 0.56364842] [ 0.61439201 0.40874791 0.37936063 0.55102302 0.41924298] [ 0.53377561 0.41404035 0.52031104 0.35752213 0.42960887] [ 0.44354268 0.38529091 0.47238546 0.74975974 0.41055364] [ 0.57290987 0.4986749 0.40819912 0.5868437 0.55092406] [ 0.63460834 0.53994069 0.48730761 0.37150556 0.47225648] [ 0.54945521 0.59421619 0.36485191 0.4941406 0.40128962] [ 0.5637587 0.63234055 0.43359179 0.52694277 0.44558639] [ 0.70656821 0.65126706 0.61102496 0.49844614 0.39670193] [ 0.41708128 0.2870181 0.51768212 0.68048062 0.5354999 ] [ 0.53261209 0.40431102 0.65124498 0.55147751 0.45482136] [ 0.61156244 0.52564779 0.56616296 0.28462332 0.46982044] [ 0.40701304 0.51064707 0.49367822 0.77398202 0.45143968] [ 0.48834106 0.55605954 0.32798518 0.82526062 0.5284367 ] [ 0.74092707 0.54349747 0.45454614 0.58297731 0.34567383] [ 0.34662095 0.36391231 0.48170538 0.67115677 0.4762789 ] [ 0.6305309 0.44458908 0.61540154 0.39859572 0.44643352] [ 0.36231689 0.43498378 0.38925824 0.8515795 0.49666476] [ 0.48857797 0.38853953 0.56057302 0.58585738 0.50211339] [ 0.33160642 0.34615124 0.48171795 0.84505654 0.5964911 ] [ 0.50798246 0.484913 0.35930853 0.75085015 0.43933641] [ 0.65154049 0.49333311 0.41189201 0.32188492 0.35397273] [ 0.55355483 0.37700403 0.44542435 0.53861756 0.321105 ] [ 0.62276173 0.61347229 0.55620477 0.40566174 0.49997551] [ 0.53985476 0.46738971 0.46729669 0.41729607 0.4296186 ] [ 0.37625248 0.46813236 0.42372736 0.57361612 0.54344485] [ 0.53213554 0.58697983 0.50437667 0.72577468 0.53861273] [ 0.6438968 0.53561808 0.56322628 0.39750158 0.49128328] [ 0.56149117 0.56633034 0.34771906 0.67106459 0.49146054] [ 0.53394486 0.46709885 0.41321018 0.43851737 0.44031745] [ 0.5640564 0.49144189 0.43893903 0.51441355 0.31804096] [ 0.43650144 0.38961426 0.52163593 0.784185 0.53623427] [ 0.45551198 0.50563516 0.56210796 0.3290056 0.43214036] [ 0.55615621 0.52966488 0.4480647 0.68759246 0.29684839] [ 0.60722657 0.54914654 0.41882885 0.39227594 0.47857586] [ 0.56702798 0.53091056 0.5411641 0.48723958 0.48922988] [ 0.49846808 0.5193353 0.4056966 0.80146552 0.57296995] [ 0.51076304 0.42652711 0.56618074 0.29004085 0.45239313] [ 0.48082713 0.36264113 0.63426756 0.62374124 0.53856358] [ 0.38831765 0.32297627 0.46975611 0.43461783 0.53282616] [ 0.63983153 0.6080772 0.48489898 0.41756314 0.41766124] [ 0.50645587 0.48849473 0.37579546 0.39406654 0.46723475] [ 0.66579251 0.5547274 0.46606694 0.46055299 0.3181281 ] [ 0.61708269 0.53397419 0.34327418 0.73812896 0.34341778] [ 0.4391837 0.48820929 0.43162623 0.68978049 0.51701284] [ 0.61754603 0.54218377 0.43939301 0.28476788 0.29149645] [ 0.67201839 0.5287755 0.60353079 0.49347164 0.38926209] [ 0.52614179 0.4236817 0.50826568 0.32796585 0.56533089] [ 0.52078923 0.34620082 0.54040809 0.5903193 0.36190114] [ 0.52704661 0.38207182 0.57632431 0.49756712 0.50310253] [ 0.44810223 0.37927699 0.61117213 0.64846346 0.35859953] [ 0.5597202 0.4078742 0.50738476 0.71109168 0.31213414] [ 0.43945641 0.45828841 0.37686007 0.46046684 0.43699664] [ 0.48997603 0.49782661 0.53757431 0.52544386 0.52423425] [ 0.52031458 0.30819875 0.5867045 0.50877997 0.54656453] [ 0.60634882 0.50773839 0.41333332 0.32464434 0.39392485] [ 0.59456231 0.44509319 0.61323834 0.32810173 0.35509779] [ 0.41651017 0.34474767 0.52457616 0.79290961 0.55524625] [ 0.35708458 0.39867821 0.58509261 0.81803365 0.58309197] [ 0.56700321 0.49411803 0.51024155 0.56666748 0.40323459] [ 0.61821637 0.42310912 0.4359049 0.46182294 0.48201078] [ 0.52316516 0.51614106 0.44137285 0.43789418 0.39855009] [ 0.62509222 0.51475792 0.53935849 0.30894366 0.43222718] [ 0.62503689 0.58047574 0.43234981 0.48399731 0.42157059] [ 0.53981614 0.54139446 0.55806712 0.56836364 0.32901162] [ 0.63811442 0.50463066 0.65535083 0.29469306 0.3894756 ] [ 0.52109306 0.35294286 0.385616 0.83300486 0.36265273] [ 0.58355049 0.56014945 0.57863711 0.388245 0.49625807] [ 0.55585674 0.49791135 0.52216323 0.60769845 0.41123807] [ 0.54345162 0.62832606 0.54927244 0.5246886 0.44810103] [ 0.39716806 0.46188714 0.48967221 0.83657277 0.47155305] [ 0.40702652 0.53613318 0.57260473 0.66367655 0.44758681] [ 0.57322224 0.31291718 0.45402613 0.53793616 0.4674874 ] [ 0.65009122 0.44653027 0.38046808 0.61588062 0.27860755] [ 0.52007757 0.47799037 0.50394657 0.34913218 0.35244274] [ 0.50255549 0.49744437 0.39575521 0.80128602 0.36759094] [ 0.58774419 0.47245967 0.49639412 0.38145567 0.54891537] [ 0.52223649 0.61573392 0.47096186 0.59453523 0.43503711] [ 0.55546557 0.39052296 0.56966418 0.51790612 0.39067361] [ 0.35479449 0.30027652 0.59522864 0.68416505 0.55450881] [ 0.39494899 0.49307139 0.50527119 0.74584587 0.45436838] [ 0.50144166 0.42641133 0.39860784 0.62977192 0.30755123] [ 0.4726248 0.34479637 0.49546817 0.69617881 0.39108903] [ 0.59557156 0.49143163 0.42684718 0.37230418 0.38241951] [ 0.51362536 0.52974772 0.48123862 0.73412625 0.47681615] [ 0.66754518 0.57769861 0.44348938 0.5976796 0.40656371] [ 0.45028769 0.40754832 0.49086128 0.83577078 0.45506816] [ 0.56678492 0.44740665 0.47967196 0.26346457 0.39547716] [ 0.44910601 0.35795351 0.65861012 0.59455475 0.36465421] [ 0.7154395 0.54003536 0.53231812 0.41653871 0.38506156] [ 0.61821637 0.42310912 0.4359049 0.46182294 0.48201078] [ 0.56269394 0.43171059 0.62013661 0.26977217 0.47551872] [ 0.56054708 0.47390626 0.59831993 0.63304242 0.41936205] [ 0.67076976 0.47686924 0.51130721 0.17741214 0.33758976] [ 0.55322325 0.50543722 0.61460012 0.44858849 0.47225474] [ 0.51328519 0.43297037 0.43910247 0.46620887 0.37480988] [ 0.59149322 0.41451193 0.51256808 0.57824807 0.61714212] [ 0.61761555 0.6214235 0.50098572 0.70635066 0.38790689] [ 0.52474114 0.62264131 0.36134571 0.6429493 0.39623307] [ 0.45135435 0.36633297 0.39984525 0.69602529 0.37330725] [ 0.65160302 0.5142028 0.50805366 0.50126908 0.4329083 ] [ 0.52791518 0.54868934 0.33102918 0.58710115 0.43943494] [ 0.57165142 0.49693719 0.42023459 0.60957045 0.37451142] [ 0.63289747 0.44444096 0.42886841 0.49459549 0.44196093] [ 0.72963071 0.45930386 0.42203886 0.38400974 0.34250706] [ 0.52487564 0.331521 0.46340033 0.65207254 0.54994902] [ 0.65822581 0.59023205 0.43508684 0.59334054 0.34927859] [ 0.54405971 0.42057361 0.37229903 0.63963336 0.46534076] [ 0.45000639 0.33958934 0.57100238 0.74729287 0.58073586] [ 0.53582007 0.53930861 0.35967061 0.60095015 0.28459815] [ 0.57926622 0.51638442 0.49613163 0.47183505 0.55367409] [ 0.44064319 0.43558545 0.52061398 0.81663359 0.44875432] [ 0.55422083 0.50020692 0.40869092 0.28010905 0.38449566] [ 0.59489993 0.68032551 0.43612157 0.61514355 0.39327136] [ 0.65835003 0.54326673 0.41553765 0.51610132 0.52832676] [ 0.55063984 0.55499634 0.54299973 0.54443277 0.47876535] [ 0.51753657 0.29456395 0.47084934 0.53233596 0.37361333] [ 0.59781603 0.48744702 0.61265386 0.28528122 0.43079137] [ 0.52515315 0.50786568 0.54447791 0.4686357 0.59911248] [ 0.53278373 0.4906896 0.49920393 0.54284938 0.42698494] [ 0.3974463 0.53755099 0.50381093 0.76320308 0.49196874] [ 0.58992632 0.46747156 0.40928157 0.49805037 0.39452725] [ 0.56843007 0.35344724 0.48575498 0.39666998 0.52926116] [ 0.59261113 0.46885208 0.44798589 0.72928878 0.45631896] Progress: 3.5% ... Training loss: 0.904 ... Validation loss: 1.336[ 0.6930286 0.44055917 0.47649283 0.41759891 0.44563897] [ 0.55439006 0.4782112 0.50097951 0.48552764 0.39502256] [ 0.4487805 0.32565038 0.52815277 0.62163578 0.43167767] [ 0.49788519 0.48335125 0.39083449 0.581273 0.49987001] [ 0.62787749 0.5166603 0.5113448 0.41690023 0.49190891] [ 0.59264466 0.53624137 0.4307499 0.70977369 0.47181342] [ 0.5042775 0.44075519 0.4382264 0.59145001 0.41865361] [ 0.49142014 0.58143262 0.51386782 0.48926405 0.54490509] [ 0.61288774 0.574067 0.38328356 0.63451209 0.39310815] [ 0.56564039 0.46407019 0.41463535 0.35444936 0.38631085] [ 0.69140219 0.63378461 0.33684909 0.5588033 0.33270723] [ 0.43336696 0.43526777 0.40964871 0.68008534 0.49912525] [ 0.579384 0.41078013 0.49779141 0.57016423 0.35181793] [ 0.541841 0.51049801 0.28352791 0.7263389 0.37521064] [ 0.46924881 0.33887203 0.57513882 0.74285503 0.54802881] [ 0.56361587 0.44490275 0.43403906 0.41859698 0.4204052 ] [ 0.52233945 0.54607736 0.50793936 0.62901259 0.41621737] [ 0.54500289 0.44748083 0.52508747 0.76413227 0.40229653] [ 0.40899203 0.34616538 0.46654851 0.80774808 0.481762 ] [ 0.63673857 0.5327764 0.44339594 0.57893769 0.36642481] [ 0.41243653 0.43669629 0.48169879 0.50234478 0.47782798] [ 0.63012475 0.54004451 0.53034505 0.47923797 0.30941312] [ 0.38371638 0.38019824 0.53236181 0.66859264 0.44701533] [ 0.4889675 0.34336546 0.57834121 0.44081348 0.48868841] [ 0.59317667 0.44283642 0.40686961 0.30126659 0.32955361] [ 0.51628511 0.45279695 0.45046585 0.64069894 0.34103269] [ 0.55989431 0.52663653 0.512053 0.37234049 0.58011346] [ 0.53630978 0.40435953 0.58570682 0.41708086 0.64619347] [ 0.61251778 0.67668139 0.43675577 0.51479005 0.45360462] [ 0.54013594 0.34736778 0.44773258 0.47380132 0.4581575 ] [ 0.54379079 0.53049741 0.52137894 0.60696791 0.48255452] [ 0.50921735 0.37566513 0.57623493 0.52328081 0.38451165] [ 0.55254474 0.54283096 0.43722984 0.6428223 0.53552283] [ 0.5948238 0.48874692 0.39858924 0.69456024 0.37178181] [ 0.46112832 0.38252373 0.57646657 0.57673894 0.45881587] [ 0.58471547 0.42296614 0.43882782 0.6158117 0.40559593] [ 0.57078377 0.65247705 0.34684948 0.65598079 0.41496781] [ 0.51119792 0.61644287 0.48143668 0.54459566 0.40849866] [ 0.51841341 0.60488713 0.4559825 0.55004775 0.36319789] [ 0.48692072 0.29814361 0.52103954 0.66962259 0.43733351] [ 0.69377187 0.49412749 0.42921633 0.45173358 0.53959559] [ 0.46080027 0.42741158 0.41760468 0.51977117 0.47975747] [ 0.65299627 0.50051849 0.35863538 0.25784716 0.34191237] [ 0.57859791 0.42024609 0.51548819 0.35870867 0.4070063 ] [ 0.55307919 0.47202198 0.36204985 0.50197564 0.51750315] [ 0.45605604 0.52430907 0.44915469 0.57925097 0.43888516] [ 0.42578301 0.45482692 0.65633748 0.67485762 0.48113749] [ 0.56785848 0.40649168 0.46133647 0.4557 0.4560651 ] [ 0.72945694 0.63876434 0.40812764 0.37954054 0.37618376] [ 0.66171192 0.54443643 0.40537875 0.28580319 0.31452297] [ 0.53657642 0.52792551 0.28473779 0.66955246 0.41274855] [ 0.44457617 0.42332392 0.53808327 0.49311684 0.49094125] [ 0.54182193 0.55516113 0.57455556 0.53073878 0.60390146] [ 0.52233011 0.43611265 0.35400061 0.47702104 0.42721006] [ 0.58763544 0.5226495 0.5466556 0.30253047 0.44984002] [ 0.42915424 0.56709796 0.49413236 0.64627569 0.3956328 ] [ 0.62139675 0.30382611 0.53377088 0.28199375 0.47755544] [ 0.53375376 0.43445089 0.5103554 0.48844069 0.59840659] [ 0.50530078 0.4861971 0.35923923 0.75159374 0.43980563] [ 0.64539706 0.56912047 0.48715396 0.32675853 0.47359887] [ 0.48969097 0.52454007 0.42616724 0.64222379 0.4024043 ] [ 0.5668353 0.36122682 0.55584601 0.72601724 0.28291292] [ 0.56171787 0.41088182 0.48054812 0.47171104 0.3819829 ] [ 0.54539592 0.5056128 0.58553795 0.32034587 0.48705272] [ 0.37574305 0.39956733 0.5526727 0.61184049 0.47823073] [ 0.55812373 0.47483976 0.5924961 0.44052524 0.50152943] [ 0.495269 0.43447225 0.52327901 0.61379032 0.45178083] [ 0.6294617 0.51541333 0.42635067 0.37729855 0.42374332] [ 0.65405932 0.6363821 0.4667769 0.38354278 0.3787513 ] [ 0.44647742 0.38318931 0.56286422 0.82538228 0.48362956] [ 0.51861312 0.49755253 0.33940083 0.68009731 0.40812655] [ 0.56717739 0.45506773 0.46866977 0.32954805 0.47536284] [ 0.60712523 0.50383274 0.36428988 0.41643078 0.41830181] [ 0.60389368 0.4462013 0.52926996 0.28576885 0.50257761] [ 0.45406171 0.38683102 0.46981606 0.45293044 0.63185728] [ 0.44114632 0.46242526 0.55231642 0.83765218 0.55648808] [ 0.65247335 0.49284796 0.41192027 0.32154003 0.35380196] [ 0.52887718 0.522944 0.46353279 0.51782974 0.40826147] [ 0.63913953 0.51509314 0.46703977 0.5448684 0.38493645] [ 0.64282375 0.38650374 0.53811291 0.36288605 0.43118152] [ 0.51769184 0.51728129 0.46875578 0.6050775 0.40987433] [ 0.36155215 0.46722363 0.5303479 0.85761382 0.46471069] [ 0.55169286 0.53185612 0.48786948 0.50557623 0.32111251] [ 0.55955125 0.54607975 0.53314108 0.48093805 0.46985921] [ 0.5094519 0.38885226 0.51527762 0.52055312 0.45281532] [ 0.61336961 0.39004443 0.56418216 0.55970093 0.37620349] [ 0.33287949 0.39075087 0.52808032 0.86298235 0.60684656] [ 0.51094398 0.48134688 0.57118472 0.48717397 0.42720488] [ 0.52804395 0.58071897 0.49560153 0.71201889 0.34633078] [ 0.41674293 0.51837174 0.51956229 0.45641575 0.51801219] [ 0.67669488 0.45116839 0.4430048 0.34796449 0.34736279] [ 0.41354764 0.44317498 0.50525282 0.69305787 0.45916048] [ 0.61144102 0.53015874 0.49095061 0.4048823 0.48408505] [ 0.51521167 0.5313663 0.41032609 0.69916105 0.45322928] [ 0.44647875 0.42702311 0.39460961 0.81182505 0.3521853 ] [ 0.60988215 0.47513316 0.55938905 0.45868607 0.44936796] [ 0.56278024 0.45677565 0.43593391 0.51709032 0.45683615] [ 0.59834863 0.45886854 0.45030222 0.39062247 0.4098517 ] [ 0.48445836 0.3773888 0.5896512 0.64919546 0.34914003] [ 0.57864505 0.57104225 0.46346692 0.2776287 0.45085207] [ 0.44110252 0.36969079 0.36145568 0.79749067 0.32638413] [ 0.60224403 0.51242947 0.56399761 0.41819992 0.32610963] [ 0.46734018 0.42402748 0.45524894 0.46131432 0.51618324] [ 0.55465109 0.50474841 0.61463878 0.44803052 0.47199868] [ 0.60780529 0.55177459 0.63470561 0.34760359 0.47161627] [ 0.59223209 0.42766506 0.54588465 0.52597376 0.52426301] [ 0.40642985 0.39475155 0.48194943 0.6213847 0.3571272 ] [ 0.7165364 0.60038955 0.53046103 0.35942336 0.34975395] [ 0.442916 0.48383839 0.52410906 0.63928441 0.54817659] [ 0.50852199 0.50183842 0.58551535 0.75491589 0.42142506] [ 0.62627717 0.44520995 0.56810318 0.4222604 0.34491359] [ 0.64791121 0.46967017 0.38671622 0.40612191 0.31904025] [ 0.69598412 0.54177351 0.36613282 0.49642548 0.34310654] [ 0.62540154 0.53276876 0.53851283 0.47176264 0.49348596] [ 0.59315173 0.54124019 0.56801693 0.49926333 0.41041164] [ 0.30578878 0.40215019 0.58791289 0.75529388 0.54832479] [ 0.66504637 0.45180841 0.55473306 0.23693799 0.45672473] [ 0.59794379 0.42955584 0.4293889 0.47516364 0.52647296] [ 0.60898745 0.42337824 0.66850335 0.31492233 0.46991961] [ 0.6748288 0.54352729 0.46036406 0.33122943 0.31026269] [ 0.61775704 0.43105817 0.47622565 0.46553936 0.49890863] [ 0.65437403 0.4959338 0.44697616 0.56799749 0.43611144] [ 0.61929555 0.46885704 0.56913053 0.22724123 0.31849685] [ 0.63971998 0.48554812 0.57739291 0.34035462 0.4413778 ] [ 0.58274652 0.58853695 0.33573469 0.46110707 0.37353256] [ 0.56450261 0.56121814 0.36683578 0.39455915 0.31716081] [ 0.64728431 0.65002425 0.56038685 0.50687769 0.47950859] [ 0.60481203 0.61276532 0.54074868 0.34957417 0.51859755] Progress: 3.5% ... Training loss: 0.901 ... Validation loss: 1.336[ 0.56156075 0.54091906 0.46869517 0.70325767 0.43061871] [ 0.56130487 0.37068791 0.39607946 0.46398844 0.42186762] [ 0.4609137 0.38264001 0.57646058 0.57684358 0.45886056] [ 0.62351434 0.53717235 0.54687339 0.30709662 0.50755143] [ 0.41389967 0.37069314 0.59855459 0.5752823 0.40116081] [ 0.55805981 0.46493858 0.41341185 0.74370251 0.47403585] [ 0.55350512 0.36670249 0.38747264 0.61167414 0.53662796] [ 0.42562252 0.46160158 0.52482191 0.52965878 0.52124933] [ 0.63200964 0.55580115 0.59717614 0.43142724 0.42457154] [ 0.55363747 0.55798985 0.56284383 0.38353426 0.47583805] [ 0.4842994 0.58224653 0.5374629 0.61711254 0.44119915] [ 0.45754649 0.36312195 0.48474936 0.64803047 0.37196766] [ 0.48238621 0.46351815 0.60830121 0.62648696 0.58763194] [ 0.60864649 0.63425456 0.36030878 0.44068855 0.42874735] [ 0.68681222 0.3212779 0.52760076 0.31732098 0.40829327] [ 0.64856047 0.51090802 0.53224226 0.32142928 0.45877452] [ 0.56170482 0.51704004 0.48734479 0.51808703 0.60405621] [ 0.54753487 0.51439447 0.31352523 0.80395369 0.46807969] [ 0.47610421 0.39328182 0.43575164 0.54090212 0.3995325 ] [ 0.653582 0.49223952 0.41195078 0.32108369 0.35358847] [ 0.65205822 0.45266407 0.52401107 0.48724479 0.44829161] [ 0.57620782 0.31858968 0.5057647 0.44704874 0.61396035] [ 0.50123006 0.40644813 0.47957403 0.68275475 0.31439446] [ 0.59276122 0.49993819 0.43089842 0.4972712 0.3650688 ] [ 0.53801598 0.46375526 0.51762269 0.61278698 0.45200531] [ 0.51714925 0.42871936 0.67159016 0.41744276 0.47867485] [ 0.37431122 0.31951368 0.606939 0.75007081 0.49003288] [ 0.58838819 0.4088896 0.45733872 0.65723437 0.34800853] [ 0.57754709 0.35958994 0.48791018 0.53921654 0.35459074] [ 0.54747397 0.49210984 0.44910846 0.49067366 0.4510679 ] [ 0.60915922 0.61467123 0.30749897 0.6300446 0.22827536] [ 0.5501454 0.4691894 0.3946672 0.5764676 0.55724327] [ 0.41389602 0.35836479 0.50895422 0.72986262 0.39977642] [ 0.61257887 0.42512015 0.50653294 0.55473824 0.3346695 ] [ 0.62956165 0.45078319 0.4567758 0.12556664 0.34103982] [ 0.53720784 0.46157799 0.46046405 0.53470361 0.4299402 ] [ 0.59567391 0.52199433 0.42443885 0.59386314 0.35964104] [ 0.35058473 0.4574746 0.49639186 0.82278618 0.59451511] [ 0.41940914 0.29372243 0.44896712 0.75967373 0.35929126] [ 0.63326166 0.51881038 0.5298724 0.2175898 0.36857665] [ 0.63560488 0.63416488 0.48091035 0.47909331 0.45256383] [ 0.51097966 0.48132592 0.57118643 0.487172 0.42720006] [ 0.47991245 0.36877853 0.48126929 0.54301987 0.58843404] [ 0.36452539 0.46538289 0.48347414 0.84529702 0.52129492] [ 0.60412009 0.46330877 0.37689237 0.44801918 0.42826781] [ 0.68904848 0.46873529 0.43702101 0.47448698 0.39361349] [ 0.37403486 0.48131522 0.5750758 0.54159546 0.5515549 ] [ 0.64926225 0.42028169 0.3322054 0.50881831 0.37012525] [ 0.53028363 0.41442686 0.55378001 0.52194846 0.49327594] [ 0.47730559 0.45054471 0.62794014 0.66978032 0.31687802] [ 0.54280762 0.5316541 0.58476152 0.49923112 0.54448283] [ 0.68956935 0.52654115 0.25394768 0.44570875 0.30316087] [ 0.4821649 0.42616078 0.54571355 0.64420906 0.40692281] [ 0.4745256 0.49055084 0.50492246 0.74255948 0.37647918] [ 0.5120645 0.51596361 0.39190686 0.70456886 0.37174077] [ 0.64366882 0.40464465 0.5118514 0.23244076 0.42671814] [ 0.47900165 0.50670576 0.5720251 0.56820691 0.27817863] [ 0.43958241 0.35293632 0.54611314 0.61894119 0.39626284] [ 0.5198031 0.45963118 0.58076021 0.65022347 0.3090991 ] [ 0.57918017 0.47349592 0.48084344 0.4851101 0.56277379] [ 0.58561315 0.41327728 0.5677145 0.29676943 0.47284116] [ 0.51109238 0.38959955 0.60835761 0.45031155 0.57074248] [ 0.45010621 0.35083063 0.62497482 0.64624169 0.53563112] [ 0.5028217 0.58862986 0.58328924 0.51844554 0.52983842] [ 0.45866813 0.37715877 0.57447453 0.49954938 0.52998933] [ 0.52626082 0.5514282 0.51021412 0.51417889 0.39082287] [ 0.59261794 0.4896451 0.50405188 0.54947523 0.40064273] [ 0.40256981 0.38377624 0.42561808 0.74293257 0.45821512] [ 0.59721219 0.51110435 0.29653835 0.76207643 0.43352674] [ 0.58141339 0.51343626 0.5162512 0.21933968 0.49044303] [ 0.56506749 0.43759159 0.45563662 0.45226981 0.46529779] [ 0.57964755 0.64608103 0.59308398 0.45599441 0.50144538] [ 0.50835993 0.28690532 0.47799346 0.5532676 0.37553907] [ 0.50032062 0.49223228 0.5305304 0.65837686 0.35648045] [ 0.58452072 0.53508025 0.37876397 0.74407153 0.42585361] [ 0.56067201 0.44352765 0.4326383 0.50542655 0.46331072] [ 0.63886466 0.53896252 0.47273338 0.48851678 0.39708509] [ 0.47219156 0.40742294 0.59865128 0.65777216 0.45650246] [ 0.5234796 0.33587674 0.56501514 0.58684072 0.35006959] [ 0.56754608 0.43873314 0.57552097 0.36727479 0.5689845 ] [ 0.50614127 0.70626789 0.44183663 0.59367029 0.39203333] [ 0.59600596 0.61991908 0.25403877 0.68606046 0.40614127] [ 0.49651976 0.4261919 0.5410819 0.52679575 0.57820702] [ 0.4401873 0.32717528 0.43093472 0.87555507 0.45989205] [ 0.54473463 0.47931876 0.54465016 0.47443747 0.36719072] [ 0.5615767 0.5995906 0.2500696 0.46652839 0.32116585] [ 0.54838335 0.41337032 0.43169126 0.68873828 0.45930247] [ 0.6305247 0.51284384 0.2799278 0.47959215 0.40153794] [ 0.55058072 0.43491622 0.46046118 0.53931049 0.47547052] [ 0.47882457 0.61839111 0.41583812 0.77921067 0.44493701] [ 0.5948388 0.53303962 0.52647706 0.27217425 0.56933216] [ 0.38016572 0.43732285 0.52380624 0.77940709 0.44442081] [ 0.41787087 0.43680459 0.55017373 0.79903562 0.42072105] [ 0.61723155 0.61981314 0.43989443 0.4625077 0.48901292] [ 0.45588763 0.30878813 0.64866286 0.4023526 0.54730381] [ 0.43485918 0.39570178 0.64198336 0.6106657 0.49122308] [ 0.65180875 0.53046768 0.42342668 0.42005474 0.44759239] [ 0.51932833 0.5608694 0.34441584 0.63895918 0.32079234] [ 0.60617337 0.38957656 0.5413971 0.57118555 0.60484168] [ 0.5669185 0.48471341 0.5070967 0.45713464 0.53413357] [ 0.5287177 0.39119592 0.41861506 0.51255628 0.47658033] [ 0.58820769 0.43544459 0.41752148 0.42104982 0.47009127] [ 0.58647582 0.43697093 0.48936532 0.41803357 0.49437801] [ 0.62001332 0.55382869 0.57730321 0.43974667 0.40624789] [ 0.65112346 0.50027277 0.67472295 0.22743624 0.40639141] [ 0.37885558 0.43597707 0.58876152 0.79284806 0.45973151] [ 0.51041026 0.3284597 0.52918945 0.64059742 0.71622515] [ 0.56371687 0.52846187 0.53526591 0.46474529 0.59430165] [ 0.57673427 0.43107412 0.42209728 0.6162685 0.34667868] [ 0.4377406 0.53435114 0.40594129 0.87533378 0.40567409] [ 0.54869742 0.5316613 0.54436186 0.56421305 0.56486371] [ 0.55009378 0.46798123 0.48570287 0.37460152 0.42069463] [ 0.53161531 0.54539568 0.3165021 0.91451582 0.37312253] [ 0.59025623 0.4475078 0.44039735 0.45167188 0.4446871 ] [ 0.44391726 0.42831228 0.39454676 0.81251506 0.35262933] [ 0.50579497 0.59539772 0.53757602 0.5188225 0.44974754] [ 0.46044194 0.33938889 0.64097865 0.70018239 0.30946821] [ 0.54571862 0.48881659 0.40704053 0.45268551 0.40247279] [ 0.65974274 0.60477366 0.51528709 0.41674421 0.42463847] [ 0.40841867 0.35012247 0.42306736 0.41382699 0.68625166] [ 0.52737584 0.51399211 0.52081404 0.45700189 0.43690912] [ 0.46561 0.46866982 0.55081105 0.63025851 0.36524799] [ 0.512589 0.47333912 0.45686921 0.62666332 0.363001 ] [ 0.69275061 0.42574383 0.54914221 0.33672519 0.35066809] [ 0.65744194 0.48787019 0.41198358 0.24809622 0.34720489] [ 0.63823856 0.48827974 0.60310535 0.29750236 0.41799267] [ 0.59556121 0.41479641 0.44736172 0.31390447 0.42159965] [ 0.41123709 0.53711554 0.47029482 0.54929731 0.49299285] Progress: 3.6% ... Training loss: 0.900 ... Validation loss: 1.334[ 0.50769197 0.43214449 0.4884321 0.78473613 0.41653168] [ 0.52737287 0.55350134 0.44055402 0.82304841 0.50085572] [ 0.37817956 0.33753791 0.62203524 0.62379604 0.46284898] [ 0.44083315 0.39041102 0.47283656 0.70225201 0.3439112 ] [ 0.46842241 0.48208878 0.64066419 0.64880756 0.45574013] [ 0.37810611 0.46281281 0.41012517 0.88575403 0.44955253] [ 0.57114233 0.46229389 0.61809246 0.28978769 0.40365951] [ 0.65449412 0.5082718 0.54458126 0.5708078 0.40844976] [ 0.38608872 0.45554287 0.57245688 0.77073859 0.43184454] [ 0.43545874 0.39566813 0.53220237 0.75297125 0.34966605] [ 0.50356537 0.53893238 0.51633522 0.49406272 0.48361472] [ 0.47747096 0.41371295 0.46187039 0.64573935 0.5072215 ] [ 0.5828888 0.47171271 0.60758089 0.4700864 0.39182754] [ 0.59482424 0.5028017 0.44583916 0.70707095 0.40592197] [ 0.42642661 0.57408324 0.66539943 0.41317258 0.58172927] [ 0.63075163 0.4031478 0.43016757 0.5745124 0.38836524] [ 0.46314686 0.57888362 0.60453208 0.64983085 0.49787369] [ 0.5297649 0.50110569 0.42139798 0.66717726 0.33654721] [ 0.47527914 0.36377692 0.49179529 0.46684259 0.4368268 ] [ 0.59016774 0.51328342 0.38681378 0.60566337 0.51930108] [ 0.64109953 0.54406192 0.43228273 0.53959357 0.32847155] [ 0.51550647 0.55309648 0.42159412 0.52727088 0.47267546] [ 0.60049751 0.42194647 0.4384124 0.29262679 0.41672922] [ 0.47077034 0.44379073 0.48506912 0.71638437 0.31260514] [ 0.62185877 0.59174626 0.47417357 0.58851722 0.39278336] [ 0.64044527 0.51086941 0.54677732 0.47691698 0.36957505] [ 0.50337667 0.43521645 0.46289513 0.57660729 0.50740699] [ 0.6378996 0.52712589 0.46204351 0.33073303 0.43673021] [ 0.49202783 0.53214151 0.51152131 0.64852955 0.44231141] [ 0.51873358 0.59489043 0.53320894 0.57387709 0.4691178 ] [ 0.50359428 0.52585273 0.54564623 0.62670097 0.30318031] [ 0.56620836 0.55486838 0.53611543 0.63014034 0.45187657] [ 0.53636124 0.51371957 0.47939558 0.56822742 0.43128919] [ 0.52674709 0.57503655 0.52875028 0.58306677 0.38108301] [ 0.5707757 0.57658053 0.50504911 0.47274302 0.48652554] [ 0.60560628 0.61618789 0.54476038 0.31726297 0.46984731] [ 0.59731841 0.42903164 0.54261503 0.17144476 0.4348107 ] [ 0.65997201 0.44552467 0.49165635 0.34879249 0.42497304] [ 0.49632023 0.42851964 0.56242152 0.54869436 0.51138827] [ 0.63930574 0.40670142 0.54814947 0.18281094 0.48769231] [ 0.4929458 0.3770153 0.53440177 0.55777292 0.41526278] [ 0.47978143 0.4076011 0.50166278 0.6064895 0.36723477] [ 0.62763838 0.33290708 0.37483898 0.46542268 0.35910681] [ 0.67213624 0.58552935 0.54009065 0.47714605 0.35409318] [ 0.46265172 0.54937416 0.55877331 0.60530569 0.50579245] [ 0.47892543 0.41329525 0.43976937 0.45836397 0.31020242] [ 0.52121101 0.39455678 0.57200538 0.50773985 0.55378521] [ 0.75878325 0.52324314 0.56521058 0.46148301 0.35295444] [ 0.62403127 0.63889813 0.34188877 0.50022829 0.32856691] [ 0.58042464 0.31700668 0.53935305 0.45763164 0.46854778] [ 0.53941573 0.42164024 0.69325143 0.59250424 0.47173262] [ 0.47852286 0.39277827 0.37205919 0.68408193 0.50425172] [ 0.49040844 0.48125795 0.63853842 0.70982911 0.37362409] [ 0.54784384 0.51109132 0.48607467 0.46851646 0.34388416] [ 0.61545785 0.54120364 0.42159013 0.38614178 0.4493425 ] [ 0.56101631 0.48069894 0.45354499 0.38362817 0.38317544] [ 0.63777125 0.43916544 0.37100272 0.48807022 0.4564399 ] [ 0.62178858 0.3927326 0.50901336 0.45804832 0.57874607] [ 0.60031732 0.4034677 0.45730884 0.47580438 0.56252895] [ 0.59419202 0.55747857 0.48795919 0.43782083 0.37709466] [ 0.5504686 0.5158681 0.54066866 0.26174499 0.51634723] [ 0.55045294 0.47562425 0.33991004 0.66051012 0.40231849] [ 0.46694487 0.45318565 0.51048621 0.73116957 0.49805038] [ 0.40841079 0.39702322 0.35834715 0.88058542 0.5686518 ] [ 0.62297419 0.60970395 0.47873678 0.46413692 0.46282145] [ 0.49822596 0.37872264 0.51750526 0.33562312 0.59866013] [ 0.56288026 0.56490775 0.45596819 0.23533402 0.51678423] [ 0.3200358 0.42002736 0.51625956 0.73919983 0.50682787] [ 0.66625542 0.49645483 0.4756194 0.51379296 0.35822586] [ 0.57006659 0.36585956 0.53691775 0.60893013 0.45028908] [ 0.58174884 0.50483857 0.42277129 0.62475981 0.479243 ] [ 0.59193624 0.4318964 0.53256429 0.30404271 0.47018153] [ 0.4569122 0.50632548 0.56153663 0.68652916 0.43951115] [ 0.47584051 0.42639396 0.5297631 0.48350415 0.49953303] [ 0.57929383 0.41188844 0.39828846 0.56814593 0.32180944] [ 0.54856303 0.42617485 0.47491374 0.40254744 0.56429717] [ 0.43728382 0.47741629 0.6160096 0.649251 0.42449705] [ 0.51731009 0.40462213 0.59493579 0.60000203 0.38861589] [ 0.53685023 0.35248341 0.59772902 0.42596329 0.52449338] [ 0.52530945 0.52700152 0.50535906 0.77883538 0.38433709] [ 0.45428046 0.6111595 0.50124804 0.53483184 0.41107289] [ 0.65356424 0.47740211 0.58764967 0.37988659 0.45270324] [ 0.59265871 0.48628119 0.53184972 0.39587725 0.3959577 ] [ 0.54005366 0.50232027 0.5908243 0.39226095 0.47077172] [ 0.54556965 0.51232356 0.56877115 0.52816355 0.52424239] [ 0.65765154 0.52107492 0.45854129 0.29041272 0.38899708] [ 0.47348944 0.35659065 0.51560244 0.66733853 0.36103947] [ 0.48129551 0.52421139 0.488176 0.58101878 0.39648769] [ 0.55056333 0.36304214 0.52237316 0.68155492 0.4572291 ] [ 0.68832127 0.52756702 0.47841513 0.31817835 0.4707917 ] [ 0.61503595 0.5169885 0.45643227 0.41866973 0.36072336] [ 0.55722495 0.62957973 0.48180644 0.65657055 0.41059301] [ 0.54719633 0.35539967 0.46232991 0.66958563 0.4869709 ] [ 0.5078173 0.47848476 0.69400464 0.53849092 0.44618614] [ 0.42951551 0.44749488 0.49775818 0.84149917 0.37698391] [ 0.54897959 0.52378584 0.55143213 0.46709015 0.4384239 ] [ 0.61492242 0.55466627 0.5100249 0.71219323 0.55919587] [ 0.53347308 0.3841795 0.46623865 0.36356435 0.53897324] [ 0.56559674 0.64595592 0.43515895 0.42896285 0.4122814 ] [ 0.67924635 0.5032982 0.59661087 0.4037239 0.41225831] [ 0.54840345 0.44496401 0.51837018 0.585759 0.33379931] [ 0.58369566 0.45651952 0.49647682 0.51851331 0.31129328] [ 0.51860405 0.51045179 0.48597636 0.52394125 0.63339423] [ 0.45956093 0.50432687 0.58932037 0.74713682 0.40943374] [ 0.4567451 0.52038934 0.33031733 0.63194587 0.44716253] [ 0.52750154 0.36602235 0.51500648 0.50773066 0.47681393] [ 0.53208188 0.46801191 0.41316424 0.43913208 0.44065829] [ 0.65708902 0.51100258 0.47233617 0.47859566 0.38807079] [ 0.45341884 0.62593703 0.31570426 0.775625 0.31636884] [ 0.55122735 0.63486167 0.63483868 0.63104774 0.4302151 ] [ 0.67008974 0.53737789 0.59579597 0.30455379 0.47290936] [ 0.57131713 0.58603484 0.53635728 0.52904927 0.38994381] [ 0.60902316 0.60675047 0.60792982 0.37956625 0.43249254] [ 0.5958399 0.36844759 0.50527697 0.37261392 0.45087219] [ 0.43741111 0.46995654 0.52282506 0.73876265 0.55206551] [ 0.51878161 0.44324511 0.5431565 0.55180904 0.48209415] [ 0.51125494 0.41573125 0.42148083 0.50489233 0.48990867] [ 0.56744321 0.53579069 0.37299321 0.40652124 0.32785486] [ 0.60144511 0.64471553 0.57213142 0.29104579 0.54184718] [ 0.57669731 0.47471016 0.42009206 0.41355586 0.40980173] [ 0.45743286 0.56534724 0.35634982 0.80652609 0.39089089] [ 0.5409584 0.43625452 0.42510448 0.57343652 0.38724886] [ 0.50830684 0.43840421 0.49076022 0.56771129 0.48591218] [ 0.43507109 0.40416691 0.53453193 0.6432295 0.62951951] [ 0.49803648 0.58506244 0.63843701 0.64863033 0.48199852] [ 0.50938767 0.38637399 0.55522277 0.47522047 0.54666936] [ 0.6579104 0.38479453 0.41015837 0.50799387 0.3917201 ] [ 0.73167014 0.46037554 0.61986608 0.17965955 0.44216353] Progress: 3.6% ... Training loss: 0.898 ... Validation loss: 1.338[ 0.59723133 0.56264365 0.53245917 0.64781959 0.32466616] [ 0.49712006 0.45251261 0.57453126 0.35568716 0.61811099] [ 0.68457529 0.52167261 0.44820832 0.2681236 0.32291195] [ 0.55163595 0.45366676 0.55722846 0.36053111 0.47287362] [ 0.51487611 0.6105468 0.56585799 0.67578751 0.3738678 ] [ 0.63646741 0.54808321 0.3504442 0.45018672 0.46104761] [ 0.53994342 0.50622306 0.47218474 0.52943056 0.38550445] [ 0.47929712 0.37356099 0.44279837 0.60446536 0.33872135] [ 0.48687854 0.42981853 0.47020095 0.75292117 0.33902116] [ 0.4990916 0.50721882 0.45884496 0.61746703 0.48000673] [ 0.41543002 0.49970153 0.55940981 0.74837137 0.50016103] [ 0.64269552 0.58693966 0.58930833 0.45753401 0.45229433] [ 0.51493235 0.52406627 0.48585013 0.37534184 0.49687419] [ 0.56121034 0.57551848 0.47175575 0.29505467 0.43624102] [ 0.44860939 0.51041552 0.39870096 0.44352721 0.43308386] [ 0.62578648 0.51620784 0.54635388 0.46869084 0.3923548 ] [ 0.46014514 0.4403238 0.51946568 0.52432244 0.30946669] [ 0.54189155 0.46151201 0.38055834 0.70827533 0.408602 ] [ 0.69353426 0.48243313 0.42721629 0.19191714 0.28394965] [ 0.55277211 0.61122593 0.52263784 0.58462938 0.46008232] [ 0.56528791 0.4639416 0.49768163 0.58576454 0.4151497 ] [ 0.55753203 0.40926653 0.63923082 0.39063094 0.59062404] [ 0.47108744 0.42009889 0.51562802 0.51922129 0.40973206] [ 0.52103375 0.51655872 0.45353522 0.44144628 0.35071857] [ 0.55988393 0.53541027 0.38194281 0.70700554 0.36090312] [ 0.65555512 0.58364711 0.32982134 0.6235969 0.27109077] [ 0.62639416 0.40402613 0.61913308 0.54086503 0.40763138] [ 0.51802943 0.53428733 0.44447926 0.49824653 0.43462705] [ 0.55957499 0.54926384 0.36034804 0.56055535 0.42293705] [ 0.61497222 0.48842938 0.58161796 0.44749188 0.43584209] [ 0.69647187 0.47507762 0.36925655 0.42823021 0.35815724] [ 0.60891448 0.43261187 0.61787936 0.28173109 0.48872014] [ 0.61209761 0.4613158 0.61799695 0.49076763 0.60496741] [ 0.64172902 0.37847387 0.46288905 0.4563098 0.44831211] [ 0.45492696 0.46170089 0.474498 0.71566285 0.39988958] [ 0.49849656 0.36672826 0.61815277 0.51147439 0.38910739] [ 0.62281852 0.54012093 0.48864883 0.53952433 0.42627994] [ 0.55285867 0.52648314 0.57711249 0.50529645 0.44733552] [ 0.49731714 0.45414701 0.37086649 0.59258574 0.51403607] [ 0.61133665 0.50983073 0.34953017 0.52359583 0.27313024] [ 0.56559241 0.57185095 0.45505139 0.50265316 0.38046973] [ 0.61368631 0.33651098 0.51280639 0.23840238 0.39366672] [ 0.64948056 0.42627798 0.49254566 0.44133262 0.30857903] [ 0.49242995 0.48067867 0.61255046 0.42339178 0.39174144] [ 0.50823949 0.43614444 0.50630288 0.67139908 0.35642882] [ 0.4712595 0.45825833 0.49810672 0.72690534 0.38564301] [ 0.60215391 0.57614306 0.40337838 0.64136906 0.50714106] [ 0.58492142 0.45587498 0.49651288 0.51789036 0.31109454] [ 0.50380559 0.53156697 0.48569529 0.20465118 0.55072215] [ 0.67276054 0.44043996 0.54783278 0.23198786 0.42384535] [ 0.45808918 0.41790638 0.58338063 0.68168277 0.43661928] [ 0.59601443 0.51665239 0.3708344 0.45546546 0.33994549] [ 0.44465777 0.47217925 0.50182862 0.54149843 0.45396694] [ 0.51084188 0.34973085 0.44653784 0.70815409 0.53110787] [ 0.51617467 0.38732929 0.45487221 0.596906 0.29509273] [ 0.40450932 0.3958322 0.58622922 0.65753884 0.36670178] [ 0.52469602 0.54450687 0.5362153 0.38621643 0.54237541] [ 0.34785549 0.39542867 0.56050061 0.78728475 0.5027783 ] [ 0.42050044 0.2863008 0.53132526 0.85654688 0.54921985] [ 0.44633625 0.57515519 0.50380033 0.61663062 0.54584192] [ 0.60605644 0.34291237 0.39339442 0.26021617 0.36591838] [ 0.54744462 0.34945058 0.34512664 0.49829275 0.39823448] [ 0.46445569 0.40113491 0.56076487 0.62655255 0.413226 ] [ 0.64654618 0.66664467 0.30796438 0.6705432 0.3639142 ] [ 0.57634742 0.49608879 0.43382603 0.45111312 0.3995157 ] [ 0.46241657 0.42892987 0.49370983 0.73836656 0.3837914 ] [ 0.47707932 0.46483438 0.55160376 0.77342471 0.5595452 ] [ 0.62090222 0.52956726 0.56196252 0.42066234 0.47260868] [ 0.63789826 0.54578299 0.37592305 0.49871978 0.42033403] [ 0.61371864 0.42293213 0.51500629 0.43319455 0.43046246] [ 0.46630929 0.42453342 0.45522429 0.46175253 0.5163769 ] [ 0.64689591 0.41637154 0.48129772 0.33066653 0.38074431] [ 0.55626094 0.42586129 0.4448119 0.42248348 0.59718088] [ 0.64150789 0.48717538 0.57047488 0.34005912 0.53781683] [ 0.46094545 0.50660928 0.43422715 0.75901848 0.34510826] [ 0.62431434 0.54683633 0.3830048 0.58394872 0.34995136] [ 0.58327602 0.37565422 0.52065233 0.34214658 0.56705848] [ 0.65665672 0.66782917 0.50690522 0.64491392 0.50871184] [ 0.62380601 0.58540064 0.48954696 0.54610435 0.42159565] [ 0.65659097 0.56413863 0.54971833 0.37276517 0.52209977] [ 0.4532932 0.43981656 0.58130449 0.44713845 0.63412953] [ 0.45684542 0.45435788 0.49234793 0.77711344 0.4402546 ] [ 0.46468533 0.45787045 0.44550725 0.68623555 0.3759053 ] [ 0.62453237 0.42021801 0.57284137 0.46413337 0.36450736] [ 0.4818912 0.47038017 0.48625348 0.40695065 0.47580067] [ 0.38279179 0.33242547 0.5897859 0.73054052 0.47057273] [ 0.53126561 0.41410435 0.52558342 0.79071923 0.40630993] [ 0.42927548 0.43441634 0.56907036 0.32264779 0.56257412] [ 0.41890748 0.33095746 0.43096499 0.38554495 0.68587806] [ 0.39878801 0.43122053 0.44901411 0.61163428 0.51556017] [ 0.55348155 0.42884131 0.56689361 0.3156518 0.56555785] [ 0.57277658 0.53375979 0.48484572 0.44357899 0.44800768] [ 0.54047853 0.26916504 0.5389854 0.60345297 0.32627421] [ 0.61977205 0.60634825 0.36611535 0.43343126 0.33856099] [ 0.56969347 0.56779123 0.53807636 0.51081664 0.40875498] [ 0.5248522 0.35375022 0.70611218 0.70338618 0.43443437] [ 0.43331534 0.26777531 0.56184613 0.83984041 0.55059127] [ 0.51400747 0.28142517 0.54126753 0.59589787 0.42807293] [ 0.42200163 0.3978136 0.54959929 0.8124821 0.315541 ] [ 0.64103469 0.54040498 0.47455527 0.51417867 0.43926525] [ 0.59893496 0.42799333 0.58887226 0.2910523 0.48587984] [ 0.48439874 0.40749202 0.59412782 0.56581531 0.44546328] [ 0.6041299 0.5376309 0.48612013 0.5713982 0.37934921] [ 0.59198965 0.44661525 0.44044896 0.45071378 0.4443646 ] [ 0.5334511 0.53273298 0.4601764 0.62286277 0.31068554] [ 0.61193706 0.47861337 0.44873011 0.45982874 0.46504788] [ 0.60685661 0.51077859 0.41918291 0.41259747 0.36117221] [ 0.48015182 0.48282185 0.51490178 0.59695785 0.34929936] [ 0.61540145 0.47270806 0.4105598 0.24968277 0.37134831] [ 0.46856197 0.32629789 0.39162277 0.65612722 0.3507635 ] [ 0.6211582 0.56492672 0.34959816 0.44863429 0.34548253] [ 0.55581645 0.52584271 0.43691276 0.52866562 0.33468264] [ 0.46028958 0.41622752 0.62719779 0.59202798 0.48837592] [ 0.51865148 0.46285921 0.59308429 0.53309132 0.42088238] [ 0.59152473 0.41740196 0.52775823 0.47786562 0.52857143] [ 0.4901559 0.45849062 0.62534098 0.72746985 0.37581368] [ 0.4681738 0.51060846 0.5549159 0.61434275 0.39834873] [ 0.37677578 0.4370663 0.58870225 0.7934894 0.46014413] [ 0.58782642 0.56535824 0.52797093 0.45082993 0.50744481] [ 0.50463332 0.57736861 0.53707575 0.57331048 0.5257591 ] [ 0.63287053 0.61217232 0.54969667 0.51752852 0.50663333] [ 0.47026936 0.49707921 0.5979315 0.47116035 0.47645268] [ 0.5480323 0.6398196 0.48020238 0.43336058 0.4648356 ] [ 0.67569194 0.59187764 0.29604903 0.63038665 0.35581801] [ 0.52258728 0.54477854 0.48370769 0.52539538 0.43009215] [ 0.65770774 0.49606098 0.39863964 0.51241292 0.28926392] [ 0.47848466 0.48388488 0.45523423 0.63608283 0.38987923] [ 0.39169777 0.40628046 0.48592645 0.76163945 0.38074129] Progress: 3.7% ... Training loss: 0.896 ... Validation loss: 1.340[ 0.61580524 0.55188416 0.56594062 0.26732579 0.4900325 ] [ 0.50370589 0.38564278 0.51993282 0.59602278 0.34987899] [ 0.57773399 0.5786076 0.59926779 0.50723103 0.44953322] [ 0.3427509 0.36553307 0.60272417 0.60570956 0.49418175] [ 0.54828785 0.59233073 0.52108335 0.62554612 0.49104533] [ 0.655753 0.53767612 0.38940412 0.48379524 0.26477522] [ 0.43616003 0.49069198 0.50813313 0.54075638 0.47110756] [ 0.57870783 0.49278055 0.59701464 0.51875546 0.43799138] [ 0.56933037 0.55092424 0.53918131 0.56551543 0.44385158] [ 0.67752528 0.48994155 0.41750956 0.74949163 0.40103698] [ 0.62953282 0.64657673 0.46033518 0.29556245 0.37593997] [ 0.60522205 0.39961572 0.43473222 0.73066668 0.27436911] [ 0.50682575 0.46607639 0.43105334 0.74352742 0.33020287] [ 0.4206472 0.60917292 0.45750555 0.67505123 0.45876129] [ 0.30242109 0.33097665 0.55110001 0.79245931 0.43083601] [ 0.60708299 0.3786114 0.47798394 0.49613587 0.41771558] [ 0.56634718 0.5195862 0.53644216 0.43722499 0.52649826] [ 0.38541142 0.35217746 0.51312308 0.7698486 0.47787725] [ 0.40721677 0.44754542 0.5358115 0.80805429 0.43118407] [ 0.5527273 0.37733165 0.44540313 0.53869547 0.32121482] [ 0.6001932 0.53617522 0.42990607 0.42107334 0.44926602] [ 0.42197589 0.5658536 0.47731127 0.7416941 0.34187046] [ 0.64577227 0.44644216 0.66673343 0.4028054 0.45938289] [ 0.48318769 0.31595003 0.457165 0.63604015 0.4383181 ] [ 0.57125297 0.59303169 0.39033369 0.69261609 0.52659176] [ 0.49514427 0.42333732 0.34924703 0.41733847 0.47250787] [ 0.59739217 0.44353127 0.60424605 0.23802453 0.52268254] [ 0.49898854 0.52151373 0.31635377 0.60596061 0.38750392] [ 0.65210988 0.50108237 0.46456758 0.49320485 0.46610806] [ 0.6790254 0.51197944 0.63759471 0.33510123 0.39414088] [ 0.59371225 0.42053294 0.33905117 0.54614685 0.47860424] [ 0.54207929 0.52803567 0.5952352 0.78839749 0.46483947] [ 0.69888854 0.49104759 0.42938506 0.44890142 0.53846279] [ 0.47367262 0.32677373 0.59943242 0.49396606 0.62365428] [ 0.54197067 0.51710385 0.31338728 0.80515858 0.46911331] [ 0.66159452 0.50953479 0.36322375 0.46974811 0.35351097] [ 0.61567456 0.4711616 0.51778058 0.37892222 0.37675667] [ 0.60799617 0.50724711 0.40775851 0.50078704 0.34652158] [ 0.5958632 0.45230378 0.45217959 0.54208943 0.32466646] [ 0.52337737 0.4207525 0.62115043 0.43148306 0.46167582] [ 0.43364497 0.43891448 0.51306025 0.7954009 0.44521659] [ 0.53691833 0.48513912 0.63300571 0.57104873 0.59311334] [ 0.48600304 0.50948405 0.38104601 0.73398327 0.55137913] [ 0.46054072 0.37195238 0.47535204 0.51903393 0.42151009] [ 0.52842864 0.39965927 0.59119063 0.56325023 0.28248895] [ 0.69187958 0.68195805 0.44483808 0.63504186 0.38752285] [ 0.5717145 0.51015411 0.57365257 0.36423426 0.52085826] [ 0.53379093 0.54630756 0.4585568 0.50363553 0.35178844] [ 0.55631189 0.44554144 0.51400417 0.54990049 0.27354578] [ 0.479131 0.3028862 0.53020986 0.53764417 0.49701576] [ 0.53300931 0.60226304 0.41758866 0.59560945 0.52856956] [ 0.64839956 0.50260952 0.56296965 0.27121507 0.421276 ] [ 0.56298053 0.45922271 0.48937335 0.50676225 0.34386717] [ 0.6254778 0.51537174 0.45842856 0.33121117 0.35667771] [ 0.52318155 0.39901771 0.40146969 0.74429546 0.4544388 ] [ 0.63565435 0.58741284 0.48836153 0.45408337 0.54398924] [ 0.49826659 0.42013518 0.50747449 0.64278789 0.49826988] [ 0.4125222 0.38269392 0.52592142 0.73821335 0.33707281] [ 0.5822816 0.48445968 0.5283257 0.55177573 0.48657123] [ 0.53191025 0.6154728 0.45388166 0.71206454 0.32883285] [ 0.698301 0.64761173 0.45478609 0.37791528 0.40180374] [ 0.45700986 0.39138375 0.69598138 0.70124661 0.3723886 ] [ 0.48538713 0.42220689 0.66567565 0.64139187 0.35009256] [ 0.58435806 0.49754546 0.5910703 0.32029571 0.57742972] [ 0.6565253 0.44841399 0.44890959 0.19233614 0.34907982] [ 0.55871911 0.47143042 0.39519492 0.31620274 0.42106636] [ 0.51903868 0.33612191 0.44311882 0.73514982 0.45402021] [ 0.45489257 0.56652135 0.35627752 0.80705402 0.39133063] [ 0.52362983 0.51852777 0.39395861 0.51840385 0.41068417] [ 0.40493962 0.43358619 0.4105359 0.57956191 0.52570658] [ 0.51127385 0.45131763 0.32597539 0.94277704 0.41418502] [ 0.4528126 0.42184294 0.65257742 0.31075502 0.53769169] [ 0.32430457 0.35433308 0.67358856 0.69755725 0.68046241] [ 0.50566621 0.56549376 0.41242247 0.66450377 0.47114331] [ 0.53517201 0.50119196 0.49443994 0.63218151 0.320063 ] [ 0.60352175 0.573014 0.40447963 0.47399534 0.37288876] [ 0.69586398 0.4239291 0.54924888 0.33535356 0.35003474] [ 0.5786575 0.4629853 0.58190898 0.39978922 0.49280639] [ 0.61825104 0.41734561 0.52209574 0.36612668 0.45485026] [ 0.60577617 0.53346094 0.45809283 0.72688994 0.44138025] [ 0.66861439 0.51625236 0.51364517 0.36725722 0.45421788] [ 0.43751181 0.49075599 0.36132231 0.61600371 0.43771506] [ 0.60477325 0.36205993 0.56390084 0.44093993 0.45008661] [ 0.58825218 0.50192398 0.43606809 0.45883766 0.47665691] [ 0.46065451 0.41789339 0.37760624 0.55330958 0.325365 ] [ 0.33078074 0.41555067 0.48278267 0.79992457 0.43872824] [ 0.66966978 0.53383772 0.41337589 0.44371572 0.33844379] [ 0.53455984 0.55004979 0.4232135 0.73270893 0.30076442] [ 0.45736221 0.38497176 0.50009283 0.81566524 0.55830477] [ 0.45659093 0.39658659 0.53969333 0.72988279 0.44208122] [ 0.59243825 0.45730868 0.54950017 0.39434899 0.33340149] [ 0.73425484 0.56415499 0.55652274 0.34082538 0.3815214 ] [ 0.38976029 0.46530225 0.5964483 0.74023719 0.50609063] [ 0.63120388 0.53805267 0.51420655 0.381711 0.520846 ] [ 0.52668539 0.45748501 0.51822454 0.62079114 0.56728944] [ 0.49202014 0.33640928 0.41258009 0.65603991 0.4145128 ] [ 0.60507474 0.429297 0.48334135 0.26662538 0.42052797] [ 0.60290312 0.49794703 0.52815804 0.32630674 0.49885128] [ 0.40582802 0.40916009 0.60838766 0.68935139 0.40179307] [ 0.6605953 0.53864787 0.57065214 0.25975991 0.38672859] [ 0.54592634 0.37166366 0.53348937 0.42977708 0.46337857] [ 0.59445834 0.48867209 0.50410851 0.54855896 0.4002979 ] [ 0.62187468 0.46618332 0.44347477 0.76635559 0.34122706] [ 0.65104748 0.55582291 0.4156866 0.49451905 0.40075333] [ 0.70663237 0.56669541 0.52154256 0.59083346 0.33241229] [ 0.54338189 0.27339779 0.46135967 0.6533119 0.54576032] [ 0.60119765 0.48688369 0.45125652 0.42088394 0.45823905] [ 0.65764219 0.39985476 0.52334298 0.28964553 0.39876209] [ 0.6218382 0.53247279 0.4788156 0.46680383 0.49110829] [ 0.46765257 0.49878073 0.41416499 0.58666187 0.43857667] [ 0.55999288 0.45639413 0.36944578 0.74116245 0.34112136] [ 0.32204704 0.32073383 0.5750914 0.72059738 0.50813993] [ 0.59031986 0.51155105 0.5110672 0.45579176 0.41148048] [ 0.47344788 0.3488132 0.6489172 0.61908838 0.37463874] [ 0.46741558 0.58893213 0.56976057 0.56366389 0.48095058] [ 0.60698812 0.48307484 0.41270356 0.67155022 0.35541992] [ 0.56961821 0.56780719 0.53807401 0.51079874 0.40876398] [ 0.49802545 0.63422466 0.51076116 0.50544143 0.43504835] [ 0.56481456 0.45167514 0.43609379 0.48209846 0.39004177] [ 0.58642129 0.52362987 0.47014818 0.56482572 0.37899075] [ 0.71847954 0.5147174 0.44829199 0.33839116 0.42947845] [ 0.39435344 0.51216211 0.37296553 0.77375368 0.51312301] [ 0.51732877 0.41832138 0.37445273 0.55788705 0.50017864] [ 0.53010741 0.58734545 0.42306363 0.60151643 0.41033222] [ 0.59786907 0.39450383 0.52482783 0.26154792 0.41153057] [ 0.46512587 0.52152376 0.40466916 0.5299521 0.47981349] [ 0.55289434 0.54958686 0.41534141 0.71682896 0.47185225] [ 0.58209699 0.56568251 0.41378465 0.4692984 0.37624246] Progress: 3.8% ... Training loss: 0.894 ... Validation loss: 1.335[ 0.72837412 0.5122251 0.26816983 0.39723703 0.32948708] [ 0.64525353 0.51228508 0.47381967 0.31944043 0.42381524] [ 0.31652212 0.40751786 0.58452222 0.78793453 0.53175644] [ 0.56720432 0.47555767 0.6140093 0.68326278 0.44390566] [ 0.40931122 0.49352971 0.48055862 0.85555784 0.48439119] [ 0.57616703 0.46511037 0.48975326 0.69233441 0.44877081] [ 0.50627529 0.46613034 0.62190718 0.29750234 0.70641847] [ 0.51907699 0.37441095 0.44228081 0.41541566 0.49202129] [ 0.55914651 0.52713616 0.35617362 0.71422837 0.34877648] [ 0.47531062 0.44955135 0.51690104 0.42713943 0.57764029] [ 0.65656337 0.52039685 0.52416723 0.4723261 0.30869406] [ 0.53393595 0.35087753 0.61079144 0.58416963 0.36113782] [ 0.52679387 0.41616575 0.52543561 0.79192796 0.40706728] [ 0.47950576 0.4503673 0.46426261 0.63376206 0.33733833] [ 0.47294036 0.41527092 0.40587854 0.72520068 0.45437907] [ 0.71804802 0.53278079 0.4967165 0.2536839 0.38249887] [ 0.46807312 0.57694251 0.4258218 0.73711295 0.39450519] [ 0.48884808 0.39335113 0.47281693 0.62152926 0.47819345] [ 0.37935701 0.49500312 0.56235086 0.75588159 0.51407088] [ 0.52155687 0.39436947 0.57201686 0.50752214 0.55371844] [ 0.42368615 0.50563138 0.53300187 0.81881888 0.53009873] [ 0.44860169 0.39604329 0.68847416 0.61766026 0.50181485] [ 0.49992848 0.55633403 0.33986123 0.80906791 0.37440936] [ 0.5820217 0.44556657 0.51680428 0.51111233 0.49011673] [ 0.66709241 0.44536942 0.51759869 0.39072157 0.33244897] [ 0.56704484 0.47972885 0.49176811 0.37437499 0.48330677] [ 0.67547215 0.55365313 0.47706636 0.45290597 0.38776961] [ 0.50482943 0.44476472 0.40947479 0.64809775 0.51662057] [ 0.63251493 0.48401337 0.4557451 0.44600818 0.30004191] [ 0.62225349 0.45226188 0.42893674 0.38295168 0.42908163] [ 0.30233827 0.36618966 0.48073065 0.82089289 0.45623021] [ 0.55123053 0.48555546 0.54285643 0.42142359 0.46367456] [ 0.34881783 0.47028005 0.56617714 0.65498892 0.53584218] [ 0.47191228 0.3028662 0.56999294 0.58983223 0.56286081] [ 0.42474988 0.45705265 0.56754686 0.77169499 0.5388843 ] [ 0.50178763 0.37263489 0.65526901 0.57006005 0.30737687] [ 0.46871097 0.53595179 0.51885219 0.62150886 0.46436135] [ 0.49490659 0.38559976 0.55554271 0.63415832 0.56916885] [ 0.63563183 0.32101446 0.38857299 0.33294243 0.32374873] [ 0.42813403 0.4369087 0.6781747 0.74385911 0.46362991] [ 0.61453355 0.51104371 0.36793122 0.61338162 0.34330254] [ 0.38358382 0.48071122 0.47342843 0.65097819 0.43680432] [ 0.6047896 0.54575682 0.54544666 0.36391366 0.481481 ] [ 0.44070256 0.39070044 0.47959601 0.75295727 0.40020666] [ 0.56755542 0.5193398 0.34650996 0.76667624 0.40075908] [ 0.48128994 0.42652518 0.54568606 0.64452079 0.40705497] [ 0.6622393 0.64189831 0.37183863 0.49212899 0.33200463] [ 0.50812126 0.4412128 0.57775305 0.74902025 0.52784381] [ 0.69687416 0.64440141 0.41922937 0.41581126 0.45351414] [ 0.53260025 0.52800828 0.47788271 0.40933071 0.52332483] [ 0.59019434 0.40925496 0.50910881 0.46019573 0.43053074] [ 0.48477773 0.40687325 0.59549121 0.43747353 0.53830303] [ 0.63228268 0.40699545 0.58321425 0.30156284 0.47722406] [ 0.45685403 0.4333292 0.38051617 0.67706268 0.40063041] [ 0.50810853 0.54055521 0.49196492 0.44703651 0.54298183] [ 0.45210903 0.39582986 0.56410766 0.69425052 0.39731313] [ 0.36997878 0.40982939 0.46062606 0.71578067 0.47833859] [ 0.47169473 0.38856443 0.63742455 0.63470966 0.32910663] [ 0.59020199 0.68462641 0.27546019 0.67387572 0.39044258] [ 0.59489819 0.444393 0.55547057 0.25630353 0.50127854] [ 0.53642426 0.48554878 0.4483967 0.60125431 0.44311942] [ 0.46713934 0.40404713 0.60441128 0.6987256 0.4284065 ] [ 0.70619731 0.48412945 0.5464302 0.40851664 0.40710781] [ 0.60421546 0.55749728 0.45679953 0.29282839 0.37454638] [ 0.61547911 0.45335972 0.3761462 0.27201506 0.3567453 ] [ 0.36655776 0.37282481 0.45790152 0.83692979 0.4595192 ] [ 0.62132305 0.51278183 0.35659402 0.50177646 0.45041288] [ 0.47076004 0.40942955 0.61446474 0.53088292 0.3938098 ] [ 0.51773906 0.34755022 0.54031871 0.59183166 0.36240631] [ 0.46375483 0.39161134 0.6375355 0.71794241 0.54852604] [ 0.50473525 0.39233515 0.44235281 0.63675056 0.29671406] [ 0.48766891 0.50835863 0.5070256 0.68755982 0.38996577] [ 0.50892251 0.54086692 0.35262971 0.72156672 0.41982684] [ 0.58952536 0.53489413 0.47133754 0.43572248 0.52797032] [ 0.56834585 0.63086199 0.38315425 0.62338981 0.48126032] [ 0.56099557 0.59452413 0.45816995 0.56226209 0.45712071] [ 0.42526642 0.47284987 0.51275085 0.67477764 0.45299293] [ 0.64010137 0.50301413 0.51626174 0.41177661 0.28087322] [ 0.39113201 0.41523897 0.47424397 0.64232721 0.35690304] [ 0.49712101 0.38994907 0.44793624 0.76531991 0.36896166] [ 0.4005575 0.37826463 0.44931515 0.78310326 0.45667938] [ 0.52839236 0.48109756 0.42607961 0.5943575 0.52116132] [ 0.60701512 0.69320913 0.39106521 0.53152837 0.49056226] [ 0.59586265 0.41182873 0.57748264 0.35225179 0.42244059] [ 0.50279305 0.43617644 0.57260565 0.54164396 0.39899548] [ 0.48557402 0.56295563 0.44903409 0.7454842 0.43125876] [ 0.50231452 0.65613392 0.62335166 0.57423452 0.50977236] [ 0.56727929 0.58896948 0.47301392 0.60261147 0.52982061] [ 0.66251191 0.47761655 0.52320582 0.48415092 0.53625707] [ 0.63314665 0.44278544 0.52815989 0.44985613 0.41672864] [ 0.72303743 0.6483456 0.39917451 0.44602118 0.29081106] [ 0.4607459 0.44810682 0.58140817 0.74336484 0.49486041] [ 0.60167181 0.40267754 0.4573543 0.47493361 0.56225591] [ 0.51100709 0.46364573 0.56794497 0.45509022 0.50566012] [ 0.5599954 0.38260759 0.46136647 0.39332578 0.37092503] [ 0.58200641 0.53746753 0.53162163 0.55000812 0.37825259] [ 0.69477667 0.48939746 0.47189589 0.2364271 0.41102299] [ 0.56795556 0.48182293 0.42106444 0.60504677 0.46449516] [ 0.57990192 0.41753597 0.44399658 0.59973883 0.52374949] [ 0.42609335 0.54496505 0.45074732 0.78783177 0.45675213] [ 0.5561176 0.69670728 0.50579909 0.58829851 0.41990836] [ 0.38669553 0.49730187 0.5050132 0.74851455 0.45592996] [ 0.62403827 0.58129927 0.37174923 0.60424908 0.40492618] [ 0.57737895 0.64957699 0.36088185 0.76431338 0.39764936] [ 0.51308826 0.40137936 0.54151728 0.63960412 0.36782023] [ 0.44351627 0.36165288 0.68833088 0.62799533 0.47504248] [ 0.61507648 0.48728677 0.52542115 0.24450637 0.35413661] [ 0.5770755 0.5152775 0.46890973 0.47672517 0.59028378] [ 0.60284164 0.39368762 0.58268286 0.36030322 0.40145276] [ 0.42869142 0.45240469 0.46637331 0.54001494 0.60171515] [ 0.5226844 0.32796422 0.5823583 0.57441015 0.3335067 ] [ 0.5372328 0.55003319 0.53782811 0.30516359 0.58609582] [ 0.60887233 0.48365066 0.440183 0.51232949 0.31771321] [ 0.53500306 0.44127873 0.59254518 0.56249788 0.38451693] [ 0.63392216 0.50566998 0.46301778 0.58196334 0.44114923] [ 0.54401879 0.53106045 0.58479956 0.49883589 0.54425247] [ 0.37660982 0.37125215 0.57767225 0.81853375 0.62928053] [ 0.58003776 0.53332112 0.50750973 0.55824295 0.53201245] [ 0.51594079 0.39304794 0.52465152 0.75415759 0.39590246] [ 0.56165753 0.58023112 0.51190181 0.68337963 0.46146966] [ 0.68863786 0.43846475 0.5969497 0.3157937 0.29679094] [ 0.57781302 0.50507109 0.4778772 0.29913616 0.40114449] [ 0.49015199 0.58940551 0.39636703 0.64737697 0.4776966 ] [ 0.65512245 0.5902094 0.42431307 0.66273023 0.36365438] [ 0.48155961 0.38433576 0.47435693 0.59413121 0.36609894] [ 0.53298047 0.49536753 0.36867017 0.76861378 0.40734804] [ 0.59346562 0.32197478 0.58988623 0.35059607 0.53092268] [ 0.43419522 0.47890345 0.61591498 0.65042154 0.42503578] Progress: 3.8% ... Training loss: 0.893 ... Validation loss: 1.332[ 0.41344617 0.43153477 0.59486226 0.73470823 0.36511792] [ 0.71437928 0.4346923 0.50545862 0.3272547 0.42073625] [ 0.57218791 0.5101665 0.40840967 0.81169982 0.53537462] [ 0.48967978 0.51590705 0.46853404 0.76321145 0.41782213] [ 0.4275938 0.41295952 0.50751433 0.80565004 0.48213204] [ 0.55052933 0.61730002 0.45373494 0.6761787 0.39264958] [ 0.52630202 0.59735937 0.55876651 0.60461779 0.46141882] [ 0.45443184 0.45668871 0.44700886 0.61925569 0.32002387] [ 0.55546144 0.4983336 0.5746194 0.63906321 0.34406827] [ 0.4704567 0.47278792 0.40758323 0.77062896 0.34062286] [ 0.65836158 0.57622675 0.56143273 0.6370265 0.43370835] [ 0.46935416 0.44718938 0.47876881 0.53593742 0.38117841] [ 0.53514115 0.4438789 0.54310466 0.50463412 0.45553906] [ 0.58159117 0.48681304 0.50800554 0.6115483 0.46926155] [ 0.64454472 0.58558196 0.52883025 0.51568192 0.43585966] [ 0.68207351 0.54713404 0.44870185 0.33599546 0.49196596] [ 0.47888134 0.49636449 0.42806906 0.72351261 0.40137995] [ 0.53666428 0.48130237 0.55886685 0.56854499 0.39182233] [ 0.58638971 0.37440501 0.72159153 0.27857111 0.55828263] [ 0.64440127 0.44054474 0.46162471 0.40468372 0.32704941] [ 0.35279717 0.34594372 0.49682215 0.87483805 0.50708628] [ 0.60975987 0.54960683 0.3044256 0.48489686 0.35227475] [ 0.59793015 0.58140522 0.45377662 0.58597773 0.46558378] [ 0.52884265 0.64707573 0.20989209 0.58972154 0.32607592] [ 0.57376699 0.43875774 0.54794141 0.42093935 0.46046228] [ 0.60130834 0.41541883 0.52500048 0.41650016 0.44557475] [ 0.57266484 0.38348175 0.57529461 0.31276724 0.47192932] [ 0.54530759 0.55494767 0.48173907 0.48875774 0.4153622 ] [ 0.55374897 0.52508439 0.44123125 0.46459926 0.36834189] [ 0.57065567 0.45614215 0.46223803 0.37747028 0.51238721] [ 0.37894871 0.43715959 0.41303651 0.81739055 0.44902803] [ 0.48708216 0.467821 0.48642651 0.40474037 0.47485641] [ 0.58373968 0.47602421 0.51645174 0.45563832 0.44424906] [ 0.64636402 0.62772136 0.41179491 0.54408493 0.38477229] [ 0.4495473 0.55635362 0.5195392 0.58374911 0.4447066 ] [ 0.56574802 0.63077095 0.44603629 0.59646072 0.49064613] [ 0.57169718 0.66284076 0.47621476 0.55090521 0.39762887] [ 0.52451885 0.56163642 0.65231061 0.54232861 0.48180265] [ 0.6500401 0.49022241 0.50554217 0.16842863 0.48070804] [ 0.55793156 0.62965613 0.39955009 0.61150978 0.36865285] [ 0.5396339 0.52271407 0.38482834 0.45654445 0.44190324] [ 0.47799433 0.52852954 0.67150034 0.42069763 0.49583997] [ 0.59994174 0.57551244 0.49645192 0.56829377 0.44199299] [ 0.53041753 0.5520679 0.42307744 0.73396652 0.30138825] [ 0.59190191 0.43000419 0.45406076 0.4304247 0.33615958] [ 0.52630742 0.60089508 0.49066825 0.59259776 0.44755221] [ 0.61862706 0.58968579 0.59133117 0.58319443 0.3919824 ] [ 0.46109538 0.38287267 0.62351573 0.69709349 0.31537654] [ 0.66007873 0.5404405 0.53345649 0.43254985 0.50713708] [ 0.50140646 0.4537293 0.54539233 0.39137554 0.5505406 ] [ 0.53510967 0.4695938 0.4671592 0.4189828 0.43043787] [ 0.54048273 0.48035835 0.6001584 0.31459285 0.52740373] [ 0.52283194 0.49515522 0.45363415 0.6255777 0.521132 ] [ 0.42522286 0.39699887 0.54016387 0.45759979 0.57842264] [ 0.70709459 0.54029769 0.4588875 0.26814702 0.44141876] [ 0.42205804 0.44021303 0.53759509 0.67409498 0.41239979] [ 0.65630842 0.45162687 0.41297653 0.42245874 0.49512962] [ 0.55244811 0.35796131 0.52319831 0.66013309 0.4491107 ] [ 0.59603021 0.42971192 0.53270055 0.30233123 0.46938738] [ 0.5600853 0.46216321 0.58092483 0.61507461 0.48041128] [ 0.61380279 0.46725865 0.42372723 0.32584881 0.33885178] [ 0.68242592 0.4174145 0.58497464 0.25754695 0.43159718] [ 0.51445437 0.3786694 0.49144891 0.36950742 0.56944763] [ 0.40273918 0.44163302 0.47985024 0.84839368 0.47066184] [ 0.62194796 0.37659409 0.6549011 0.26200831 0.46469886] [ 0.56553139 0.38150385 0.44157129 0.50688351 0.53181991] [ 0.43526309 0.51461149 0.54122571 0.49466487 0.51152264] [ 0.44803465 0.33411752 0.54804042 0.77680379 0.46049497] [ 0.49871906 0.50770821 0.5703145 0.53455613 0.4114072 ] [ 0.34038414 0.40847509 0.60502665 0.7274117 0.52855017] [ 0.49563719 0.42307691 0.34926459 0.41705224 0.4724093 ] [ 0.39952391 0.41478052 0.41101681 0.73533393 0.48332973] [ 0.63753313 0.54684325 0.41905519 0.23828563 0.36470359] [ 0.35038172 0.46711843 0.55398199 0.80406981 0.43425597] [ 0.36317643 0.45181279 0.48994583 0.83411512 0.61436534] [ 0.30743042 0.43102216 0.52724189 0.64529032 0.57204471] [ 0.52733944 0.35130624 0.59330207 0.58294204 0.47050388] [ 0.41732642 0.42312977 0.51778787 0.82812707 0.42205301] [ 0.4794048 0.32372109 0.52512067 0.60804633 0.4059645 ] [ 0.67086537 0.44234804 0.50906991 0.33543033 0.35620144] [ 0.60534835 0.50507235 0.41034042 0.57390661 0.48698918] [ 0.63289183 0.50095487 0.44545064 0.34446997 0.42027297] [ 0.38842539 0.38228041 0.43571376 0.86238888 0.35622451] [ 0.57073663 0.53297377 0.4398074 0.59005787 0.45266325] [ 0.50285464 0.37302283 0.54455716 0.69012008 0.29226301] [ 0.45320122 0.29026323 0.65531302 0.52067717 0.47749775] [ 0.69687448 0.51713933 0.56630393 0.46314332 0.36787656] [ 0.63080121 0.46860241 0.54078668 0.48569475 0.37291415] [ 0.61683032 0.63079878 0.28264401 0.62508843 0.35395716] [ 0.67923369 0.52575954 0.33796678 0.33855204 0.41024962] [ 0.5612203 0.4907568 0.51092421 0.5117913 0.37817412] [ 0.50294861 0.43912856 0.64017359 0.42364348 0.47542683] [ 0.55371332 0.44622272 0.4933691 0.65558781 0.27897579] [ 0.56837917 0.62613172 0.43210537 0.41528144 0.53323128] [ 0.6390606 0.53437955 0.51953733 0.3595412 0.42452007] [ 0.62098859 0.512824 0.70552868 0.24292432 0.49432038] [ 0.42110156 0.51060239 0.50582773 0.7234957 0.40785184] [ 0.62081122 0.51303952 0.35657781 0.50194811 0.45050794] [ 0.53804807 0.45822522 0.42881427 0.33262933 0.36382421] [ 0.54130634 0.41955754 0.44916411 0.42857318 0.50384901] [ 0.57130599 0.48407764 0.48688001 0.55797617 0.47787684] [ 0.44186466 0.42851375 0.48186427 0.71875411 0.46536904] [ 0.4729593 0.43034382 0.44180407 0.68841962 0.35428231] [ 0.47192422 0.44404589 0.6141451 0.77287964 0.34537763] [ 0.46320347 0.49380916 0.51256549 0.55851822 0.404999 ] [ 0.46858913 0.41670704 0.52348473 0.73631306 0.34918412] [ 0.62391246 0.49753813 0.60667622 0.34844049 0.40428198] [ 0.62871507 0.52297598 0.63388172 0.39558166 0.46689497] [ 0.57825985 0.425042 0.3709027 0.55443663 0.51273994] [ 0.38088699 0.44683213 0.4735595 0.41961311 0.57405106] [ 0.49765984 0.59395169 0.33031198 0.71626393 0.31051829] [ 0.55174668 0.43222953 0.45047864 0.56296907 0.41276735] [ 0.60399954 0.62748424 0.39427052 0.64936036 0.40477394] [ 0.46855144 0.48221937 0.32163124 0.55204248 0.41024298] [ 0.57078773 0.48818757 0.42669206 0.69116363 0.33409621] [ 0.60763532 0.50209364 0.48354685 0.25659429 0.45057253] [ 0.35502179 0.41821586 0.54207776 0.68282868 0.42160212] [ 0.584852 0.65951418 0.41178195 0.6456775 0.38677904] [ 0.45938992 0.48010371 0.467392 0.76052856 0.38965275] [ 0.56655106 0.40542252 0.65860409 0.47979053 0.3904779 ] [ 0.50136262 0.60404707 0.54552089 0.60642573 0.45856985] [ 0.49812793 0.41417721 0.40235153 0.59499385 0.42966673] [ 0.63489171 0.61542832 0.44995921 0.43115453 0.4340718 ] [ 0.41994275 0.54586875 0.40058893 0.59173734 0.36132813] [ 0.49644546 0.44894437 0.37820711 0.73027607 0.36921007] [ 0.42274203 0.5191701 0.4746745 0.79423146 0.56188543] [ 0.40198612 0.49583879 0.55923076 0.76651073 0.48134134] [ 0.53096012 0.41935851 0.44791062 0.5053386 0.4742317 ] Progress: 3.9% ... Training loss: 0.891 ... Validation loss: 1.333[ 0.61532621 0.47124418 0.47734975 0.42861925 0.387334 ] [ 0.45869892 0.54427982 0.53686852 0.69554438 0.46712587] [ 0.43674779 0.38979956 0.57490754 0.73787226 0.5946017 ] [ 0.7090005 0.56371301 0.42856803 0.36080033 0.40525733] [ 0.69090147 0.54106268 0.3926357 0.44714229 0.33121069] [ 0.65768074 0.47843257 0.50174987 0.32961405 0.46877924] [ 0.49623441 0.3434055 0.49398815 0.35414252 0.4214439 ] [ 0.61265285 0.44992792 0.40740054 0.70044406 0.5123762 ] [ 0.53386769 0.55832952 0.39578001 0.60162687 0.51422109] [ 0.62086523 0.5420802 0.46241477 0.43006492 0.52787599] [ 0.4337571 0.49184903 0.5080543 0.54164741 0.4715348 ] [ 0.56648666 0.53841077 0.51212508 0.48902252 0.55225483] [ 0.42882007 0.45340009 0.48660527 0.75792514 0.40210323] [ 0.28783217 0.41174764 0.64041113 0.70539403 0.57465994] [ 0.31186492 0.40210495 0.52733987 0.8677071 0.6110371 ] [ 0.59623006 0.4877466 0.50417085 0.54764425 0.39997244] [ 0.43241347 0.47980915 0.61585689 0.65106625 0.4253632 ] [ 0.47403876 0.37856822 0.57733126 0.63192605 0.47503142] [ 0.35131189 0.57036434 0.33134572 0.84691267 0.36735222] [ 0.49485358 0.56164132 0.4599171 0.63587047 0.38403091] [ 0.51505049 0.40705384 0.53714836 0.56409122 0.38209294] [ 0.58821454 0.41323194 0.48656643 0.28153718 0.37950204] [ 0.56817215 0.52191897 0.41443958 0.56464046 0.48682506] [ 0.55745506 0.59886681 0.40603749 0.35242037 0.4782256 ] [ 0.47861006 0.46424727 0.59619863 0.69192338 0.45159418] [ 0.31596909 0.48452701 0.44096333 0.82602485 0.53839628] [ 0.58730524 0.51952944 0.40551452 0.55981259 0.40991226] [ 0.53514549 0.5119346 0.48519498 0.57578731 0.55565078] [ 0.63326969 0.55821982 0.44042109 0.32508912 0.4047785 ] [ 0.48105258 0.50795167 0.3951294 0.80663603 0.37122948] [ 0.74144377 0.42248861 0.54721676 0.33527733 0.31570264] [ 0.61385311 0.56883211 0.38061616 0.5940677 0.33697187] [ 0.31013425 0.38785995 0.483891 0.8113022 0.39147309] [ 0.55134186 0.4258615 0.43916805 0.28307374 0.35545639] [ 0.61199108 0.55934148 0.57137823 0.4776409 0.5271971 ] [ 0.32491694 0.3730246 0.57016069 0.8500079 0.59351318] [ 0.64431441 0.50757307 0.37644151 0.42857064 0.39388395] [ 0.49808965 0.35524757 0.47003882 0.78827007 0.3570195 ] [ 0.41572046 0.52503689 0.56391178 0.62865153 0.53127958] [ 0.371582 0.3261671 0.48788267 0.85700699 0.58472999] [ 0.48309674 0.4249293 0.42616314 0.67487999 0.33982211] [ 0.60084942 0.54956442 0.33148219 0.54765276 0.37992815] [ 0.53708284 0.4321703 0.57601177 0.36063171 0.54587721] [ 0.49885559 0.53656497 0.44217072 0.74460465 0.46737851] [ 0.45458669 0.49078274 0.52903014 0.74438235 0.36765752] [ 0.53909406 0.49990199 0.53632109 0.48954907 0.46117807] [ 0.49442501 0.59050386 0.47445074 0.56921445 0.30869001] [ 0.62102594 0.50954017 0.38580142 0.66638214 0.42760782] [ 0.63840388 0.51012892 0.37689302 0.5432299 0.56583493] [ 0.50670756 0.42159267 0.48338116 0.30919873 0.5896674 ] [ 0.5344668 0.55659142 0.41700401 0.67698547 0.36043988] [ 0.45928978 0.34805905 0.51230314 0.75562757 0.46688668] [ 0.44377498 0.3308912 0.4976502 0.61136056 0.59191654] [ 0.4913712 0.53461824 0.63922152 0.56941363 0.60926668] [ 0.51018213 0.38963006 0.60351088 0.37809326 0.53859745] [ 0.52475176 0.37943146 0.52654001 0.70072574 0.33560127] [ 0.40494022 0.48793431 0.6356106 0.50205618 0.54666447] [ 0.51566633 0.49291151 0.42339197 0.58674836 0.39992806] [ 0.48155475 0.46448145 0.57389163 0.52346389 0.37487743] [ 0.42454214 0.45643156 0.53891185 0.80329881 0.38613229] [ 0.48618893 0.58986564 0.5227963 0.77915052 0.44903053] [ 0.504414 0.3404302 0.46278827 0.65987974 0.55361343] [ 0.54121746 0.51876414 0.48879243 0.59972499 0.38096076] [ 0.59289228 0.45394937 0.63478002 0.46721771 0.45919287] [ 0.51340017 0.3866615 0.45593079 0.56286413 0.3831392 ] [ 0.50707835 0.508276 0.47892493 0.61246332 0.55831394] [ 0.5100375 0.47670465 0.41408315 0.5264471 0.51758543] [ 0.67556738 0.51417052 0.60790602 0.24297548 0.43058035] [ 0.68404963 0.46702224 0.4166667 0.30220459 0.29354505] [ 0.27202848 0.45346873 0.49842124 0.87125561 0.57654711] [ 0.58351579 0.56494454 0.41383432 0.46857046 0.37598908] [ 0.63279187 0.542304 0.62074406 0.22893459 0.54437954] [ 0.3646797 0.42332448 0.58026409 0.76842947 0.52204719] [ 0.65032367 0.42001701 0.42892127 0.29924911 0.34909931] [ 0.63292342 0.53113405 0.47615437 0.38870288 0.44609262] [ 0.41799781 0.45835881 0.55332251 0.39196173 0.61321268] [ 0.4957478 0.36085948 0.4760222 0.46309127 0.37768282] [ 0.69487599 0.58315862 0.54761079 0.30860653 0.36326898] [ 0.5812139 0.54114749 0.57280575 0.49120091 0.54871112] [ 0.66948116 0.32051501 0.5738416 0.2227811 0.37460103] [ 0.46738237 0.45856769 0.44536332 0.59648182 0.56478891] [ 0.34896286 0.51099573 0.46699427 0.76715553 0.50212338] [ 0.57390731 0.47248568 0.37299425 0.46879116 0.42835821] [ 0.59048395 0.42852787 0.37717832 0.57037948 0.38532021] [ 0.49355749 0.43524672 0.52323031 0.6142107 0.4520743 ] [ 0.57677904 0.47163451 0.48047965 0.56700069 0.3405708 ] [ 0.51991383 0.41251934 0.56441318 0.56534591 0.53523911] [ 0.59464056 0.40052394 0.40672759 0.62652951 0.39668833] [ 0.3993012 0.47677126 0.59694246 0.67459602 0.48979711] [ 0.66484381 0.58359089 0.54449498 0.32104417 0.42932279] [ 0.63911246 0.51975634 0.44334503 0.42737213 0.32578388] [ 0.61164573 0.46181142 0.45727058 0.50436432 0.37509177] [ 0.54709971 0.47296876 0.53875718 0.60582268 0.51205286] [ 0.55809449 0.46205812 0.40866655 0.48621325 0.62425077] [ 0.49952465 0.63355808 0.51081001 0.50468034 0.43477947] [ 0.52599002 0.4074342 0.58387891 0.67211444 0.33199691] [ 0.36408262 0.3447513 0.51643892 0.61194626 0.38985057] [ 0.55833615 0.50954915 0.49975365 0.59881217 0.58712025] [ 0.49703616 0.41471148 0.40231707 0.59540316 0.42986093] [ 0.63673751 0.56799431 0.49892944 0.58825468 0.41025464] [ 0.61452843 0.54757574 0.39973406 0.43487322 0.45013755] [ 0.44514732 0.39842685 0.61207903 0.6190557 0.46990488] [ 0.62879514 0.48385909 0.47626538 0.44535543 0.45448649] [ 0.42491386 0.38903697 0.54829534 0.79024342 0.32958561] [ 0.42888374 0.46125498 0.40207024 0.51141668 0.41231351] [ 0.67006619 0.45866789 0.58404347 0.16057617 0.33250085] [ 0.34218858 0.35376499 0.55294697 0.73601393 0.40257486] [ 0.50945612 0.51801486 0.42295987 0.72627503 0.53998555] [ 0.46803253 0.43025283 0.4982469 0.79631207 0.45427939] [ 0.52766348 0.46044071 0.56472294 0.50686738 0.38115498] [ 0.44433085 0.40510742 0.36906485 0.72501323 0.3516727 ] [ 0.43002104 0.45973562 0.51770564 0.79169855 0.41993272] [ 0.38330083 0.44774918 0.58872293 0.8342584 0.49057889] [ 0.50924678 0.50147219 0.58552931 0.75452536 0.42129529] [ 0.60176675 0.40114804 0.54469411 0.41359153 0.37589013] [ 0.59003825 0.46420688 0.57891785 0.47444142 0.44561686] [ 0.53544838 0.63621 0.53102335 0.53547947 0.4430538 ] [ 0.35199667 0.40850869 0.45718862 0.82928238 0.35125621] [ 0.5163515 0.46861439 0.44304416 0.7079038 0.30617238] [ 0.62744489 0.53675338 0.47253471 0.63002057 0.44729876] [ 0.40281749 0.43797492 0.57129123 0.76069372 0.48342515] [ 0.55055772 0.58078012 0.69088773 0.38404709 0.4462047 ] [ 0.57932703 0.48249081 0.51179077 0.40182077 0.41837956] [ 0.52259827 0.45641138 0.52178933 0.26234754 0.51751831] [ 0.54667718 0.52593226 0.49348922 0.27881322 0.53273787] [ 0.40494022 0.48793431 0.6356106 0.50205618 0.54666447] [ 0.39250213 0.45896236 0.5151522 0.70922941 0.49261455] [ 0.4810772 0.27811162 0.61363821 0.69154085 0.55457962] Progress: 3.9% ... Training loss: 0.889 ... Validation loss: 1.333[ 0.57920445 0.45861588 0.51544321 0.38757996 0.50707239] [ 0.50662929 0.49310132 0.51172813 0.60604498 0.51740499] [ 0.67499152 0.4400296 0.50923143 0.33350935 0.35541133] [ 0.35957977 0.33723082 0.53538112 0.72698765 0.55657484] [ 0.68581187 0.63883187 0.48661037 0.50138865 0.45850577] [ 0.60472818 0.50142009 0.47435057 0.54167641 0.46386329] [ 0.60302966 0.49703026 0.30178684 0.4837183 0.38499432] [ 0.64804848 0.3692323 0.46710455 0.35423402 0.36009076] [ 0.64733307 0.39781867 0.45539878 0.42653727 0.37223181] [ 0.46610728 0.38917604 0.53697226 0.51854447 0.61230486] [ 0.58094995 0.48581705 0.46051033 0.54813573 0.53092156] [ 0.57278244 0.41420546 0.50343885 0.34281342 0.60213145] [ 0.4678166 0.46107141 0.53780881 0.48918579 0.50042296] [ 0.6103184 0.6052567 0.47724739 0.56448131 0.44226099] [ 0.65223169 0.41898661 0.4289956 0.2984267 0.34875089] [ 0.51313285 0.48571331 0.43700971 0.76045439 0.55825173] [ 0.5293128 0.47837527 0.4040014 0.58667309 0.47479051] [ 0.41338942 0.45367455 0.45194115 0.68993922 0.43836272] [ 0.53297899 0.36325852 0.55996026 0.45126901 0.54283621] [ 0.43242502 0.60385629 0.49256167 0.64344676 0.4256966 ] [ 0.61708092 0.4296998 0.47724 0.38005581 0.46036386] [ 0.58756207 0.40481978 0.53911418 0.66795805 0.31243947] [ 0.58950417 0.41258754 0.48661442 0.28110493 0.37927363] [ 0.54575201 0.46725075 0.4592147 0.71033782 0.44551261] [ 0.73618855 0.4885393 0.41718246 0.27615166 0.38501974] [ 0.5169764 0.34530521 0.51751803 0.56208743 0.5362022 ] [ 0.64864318 0.37362664 0.53216343 0.38309675 0.39288059] [ 0.58851613 0.62920903 0.48780765 0.65370406 0.41956798] [ 0.57393477 0.56838947 0.35839616 0.53499226 0.40009338] [ 0.31421194 0.35952887 0.67323908 0.7017887 0.68229255] [ 0.54982493 0.34296151 0.44803318 0.46962768 0.45637612] [ 0.51099548 0.50749809 0.61678172 0.50084725 0.47410932] [ 0.49761193 0.50824691 0.57027787 0.5349854 0.41160076] [ 0.66507695 0.58962594 0.46288446 0.41487768 0.36147038] [ 0.65958612 0.46361188 0.51567485 0.30109653 0.36564796] [ 0.58467083 0.39247779 0.55094797 0.4533969 0.53226863] [ 0.63148171 0.58525507 0.58515404 0.44308729 0.47706935] [ 0.65287816 0.51509454 0.55858029 0.5139079 0.47576539] [ 0.69427818 0.49105263 0.49240538 0.41161022 0.39180202] [ 0.41193527 0.32365413 0.49958873 0.84534651 0.44619923] [ 0.36372988 0.35835191 0.56634372 0.6490349 0.43601459] [ 0.45473986 0.42400959 0.42624068 0.63437613 0.43717091] [ 0.55953334 0.46243121 0.5809064 0.61529007 0.48051158] [ 0.60554576 0.6267008 0.41649892 0.46263928 0.30764969] [ 0.66208217 0.52142708 0.43496001 0.39065303 0.34928983] [ 0.44875761 0.49741665 0.63866841 0.79110328 0.42927218] [ 0.39589509 0.43290292 0.53018418 0.67454113 0.40698307] [ 0.50133865 0.43757419 0.50367402 0.35706366 0.41279155] [ 0.60250496 0.49827066 0.5456733 0.35788792 0.3356123 ] [ 0.53508775 0.55012079 0.56575981 0.66685139 0.42856244] [ 0.51709026 0.49770728 0.37705511 0.63780338 0.39049637] [ 0.54107172 0.69620597 0.51623606 0.63160673 0.4415452 ] [ 0.57916809 0.43209892 0.58455633 0.40089037 0.50111854] [ 0.58670523 0.44486264 0.48615644 0.37281402 0.36667747] [ 0.4571822 0.45634695 0.52194386 0.6410882 0.4542927 ] [ 0.57913886 0.46569912 0.33427141 0.61292983 0.50405104] [ 0.65381105 0.49932963 0.5749709 0.38225491 0.48182455] [ 0.61704742 0.43565761 0.45362513 0.26042788 0.42706599] [ 0.37785786 0.30646522 0.53321104 0.77613758 0.41478163] [ 0.48274419 0.41556101 0.54413458 0.61327012 0.42912708] [ 0.46921919 0.30666865 0.55718508 0.71798666 0.37403269] [ 0.55256838 0.43295753 0.53587139 0.31021548 0.38591615] [ 0.51830093 0.55982737 0.418462 0.71735782 0.53419165] [ 0.48182096 0.40167825 0.5472956 0.6936341 0.46126768] [ 0.51704831 0.59023955 0.44707721 0.61946712 0.4417137 ] [ 0.43895707 0.46146408 0.62582054 0.63259467 0.4894704 ] [ 0.49356353 0.49289978 0.36794741 0.59051578 0.4216356 ] [ 0.64031825 0.4950234 0.40858279 0.41627291 0.41896891] [ 0.54258244 0.53392952 0.43474504 0.5796383 0.53553457] [ 0.54008618 0.44099114 0.36423974 0.70614284 0.29198109] [ 0.56852221 0.46952314 0.59281902 0.43568018 0.49957684] [ 0.52710701 0.35456173 0.69261206 0.5576913 0.4636531 ] [ 0.57988972 0.61057123 0.48366859 0.54017384 0.37674334] [ 0.4945498 0.43937776 0.46261193 0.58002576 0.50898509] [ 0.60291279 0.55540345 0.44465217 0.53912552 0.37255381] [ 0.57637786 0.2975187 0.58683777 0.44297447 0.34529709] [ 0.39948968 0.45024019 0.50823636 0.80687783 0.46244924] [ 0.66894394 0.50738745 0.51609295 0.47016776 0.3460996 ] [ 0.60108063 0.53158703 0.26098167 0.50277283 0.38133327] [ 0.61982387 0.51352394 0.35654653 0.50232268 0.45068663] [ 0.61412592 0.49561372 0.51561678 0.40204132 0.30592613] [ 0.47247461 0.40005407 0.51085745 0.43617496 0.51019492] [ 0.31231452 0.43413971 0.49455454 0.80980762 0.49939178] [ 0.61557627 0.67709947 0.50360547 0.45790927 0.43043798] [ 0.67843505 0.55886742 0.45749705 0.57170897 0.33306448] [ 0.56024322 0.50876158 0.49920339 0.50153806 0.60088852] [ 0.54289501 0.4166212 0.4342497 0.39604091 0.35451641] [ 0.52681173 0.50545152 0.48052126 0.4138679 0.53846274] [ 0.61745338 0.60633919 0.37505433 0.63874291 0.50765627] [ 0.65179504 0.47607873 0.57082132 0.37279535 0.49084119] [ 0.61047703 0.46925004 0.56789556 0.28242486 0.49208198] [ 0.60214956 0.61919625 0.4858572 0.67139156 0.46799481] [ 0.54104708 0.4531696 0.4562492 0.56441431 0.52864568] [ 0.53053485 0.53239672 0.32473326 0.50278255 0.40298333] [ 0.68567884 0.48223629 0.46004387 0.4410701 0.47260721] [ 0.61015446 0.5137174 0.5840871 0.31514462 0.57465962] [ 0.50327565 0.37624166 0.51767309 0.3337391 0.59773907] [ 0.53085347 0.68722078 0.51560516 0.62019856 0.43041241] [ 0.55249525 0.48995407 0.39392353 0.48701702 0.37119253] [ 0.58274948 0.54514379 0.56187682 0.62484885 0.42438199] [ 0.44855307 0.4266396 0.47756159 0.62308316 0.3791596 ] [ 0.34020938 0.36666671 0.57328832 0.73402215 0.54879979] [ 0.52724182 0.44894898 0.52082693 0.26970854 0.49640503] [ 0.44352903 0.54285052 0.44466032 0.7241143 0.3239333 ] [ 0.40940166 0.44039402 0.56292055 0.63998773 0.37674635] [ 0.52944269 0.37722615 0.4154154 0.4557831 0.35774833] [ 0.50352514 0.61226351 0.58667504 0.52174709 0.48459342] [ 0.33748304 0.38495776 0.47387778 0.71303657 0.38629732] [ 0.5490188 0.49752713 0.59580307 0.60770306 0.43411857] [ 0.32087955 0.51535436 0.43111954 0.56206093 0.49112384] [ 0.49484804 0.34870981 0.7188422 0.58296106 0.52470319] [ 0.65761218 0.56683168 0.47969068 0.47167502 0.50043912] [ 0.50067743 0.37138223 0.47540937 0.65218994 0.55167691] [ 0.57428974 0.5178079 0.55874676 0.46191615 0.44611682] [ 0.57513872 0.59404385 0.51960456 0.38610717 0.54942528] [ 0.51046435 0.43739784 0.43109132 0.72103057 0.30416094] [ 0.63014654 0.25893069 0.45723797 0.33196516 0.38976732] [ 0.62934418 0.58597889 0.46302647 0.40479258 0.46289337] [ 0.50992656 0.46001917 0.59761648 0.43604864 0.40260345] [ 0.71856439 0.55386546 0.46009765 0.43984776 0.45505499] [ 0.48403963 0.32495501 0.36699077 0.75063855 0.49270208] [ 0.63687594 0.50107381 0.58675015 0.5443899 0.41574999] [ 0.61034358 0.43392647 0.57835422 0.2937109 0.33184151] [ 0.31022067 0.29616692 0.4025491 0.83041203 0.44499717] [ 0.75130838 0.53540895 0.50157829 0.4150101 0.4284602 ] [ 0.45819229 0.28793739 0.4660094 0.69619632 0.38405262] [ 0.64335844 0.48429689 0.54226552 0.27395813 0.4204054 ] [ 0.6182746 0.39757717 0.52898318 0.34134668 0.36100311] Progress: 4.0% ... Training loss: 0.887 ... Validation loss: 1.335[ 0.47214535 0.51192305 0.60205862 0.78327852 0.42722053] [ 0.55996214 0.50886372 0.49919315 0.50156995 0.60093427] [ 0.63968908 0.61271487 0.45965574 0.34400119 0.38501762] [ 0.39285184 0.44060501 0.51066944 0.78659499 0.48677113] [ 0.54436532 0.44232983 0.5333063 0.66085513 0.27619607] [ 0.55795716 0.38349153 0.58042332 0.39479799 0.66942236] [ 0.54049369 0.4608011 0.41367121 0.68390838 0.38511511] [ 0.54638111 0.42622782 0.57091842 0.24323095 0.50381206] [ 0.63667688 0.45896919 0.53566518 0.33691019 0.54216474] [ 0.5202338 0.49681336 0.49880915 0.54789511 0.42921596] [ 0.45184677 0.39630717 0.49953786 0.60599016 0.37844965] [ 0.77751885 0.51185672 0.44558942 0.37676033 0.3996094 ] [ 0.5753146 0.55864095 0.39245814 0.35679566 0.38914608] [ 0.5810477 0.38836277 0.50835983 0.53235141 0.48930667] [ 0.58638117 0.46028671 0.37272863 0.34790535 0.36138142] [ 0.5489951 0.5950647 0.37171868 0.68174804 0.39775456] [ 0.47443458 0.43864418 0.45692573 0.66857851 0.62229824] [ 0.63738124 0.5625017 0.49217946 0.60663561 0.40265944] [ 0.36614891 0.547947 0.52599353 0.68124768 0.45124742] [ 0.65779555 0.49396457 0.44710573 0.56583553 0.43539521] [ 0.41810148 0.48011553 0.51360283 0.62071016 0.5488827 ] [ 0.53179431 0.50465288 0.60891423 0.39473465 0.36838177] [ 0.59748539 0.67908588 0.43620895 0.61327148 0.3927526 ] [ 0.56847038 0.4387737 0.43180831 0.7660319 0.45328321] [ 0.65076765 0.48185439 0.4335227 0.44960494 0.39650764] [ 0.42519296 0.46552261 0.56172529 0.69216129 0.34490857] [ 0.6762182 0.39146648 0.47794192 0.30824414 0.32605981] [ 0.55390171 0.35780531 0.49689385 0.57105218 0.40770501] [ 0.48625859 0.45685971 0.42303422 0.51593135 0.42977416] [ 0.61347498 0.35728027 0.4929323 0.48114421 0.43272596] [ 0.57254694 0.4342228 0.37063539 0.39123234 0.4225669 ] [ 0.51211579 0.37867722 0.55165239 0.65893394 0.46001574] [ 0.51453764 0.39981424 0.62872123 0.46777997 0.64173304] [ 0.63006265 0.53975467 0.5585082 0.49988969 0.37440499] [ 0.51773053 0.40176694 0.56532496 0.74108349 0.43446491] [ 0.62045934 0.32555926 0.69346637 0.3823007 0.41481175] [ 0.55542289 0.63168269 0.32615879 0.59246024 0.30105861] [ 0.66001749 0.44959149 0.41312036 0.42064676 0.49437192] [ 0.41157182 0.44928257 0.44584564 0.7403327 0.57187621] [ 0.45279219 0.46982433 0.57755744 0.71732464 0.4149441 ] [ 0.61886106 0.57021249 0.28276996 0.78220678 0.40697569] [ 0.58391046 0.46943181 0.53535359 0.35786083 0.50114168] [ 0.56300838 0.57775779 0.58193524 0.29302724 0.45827609] [ 0.62313435 0.49421792 0.39372848 0.42929929 0.36295275] [ 0.59565532 0.55101195 0.50704446 0.3352528 0.4360963 ] [ 0.39876636 0.33078221 0.5618224 0.70372164 0.45728531] [ 0.37817164 0.35735933 0.42402478 0.83155166 0.45576549] [ 0.65177945 0.42911892 0.44331749 0.34357868 0.40266836] [ 0.42363969 0.57507943 0.53321513 0.67395955 0.48942022] [ 0.47301369 0.35430844 0.55708201 0.74092577 0.44123016] [ 0.40297591 0.35944389 0.50582034 0.85793114 0.52627116] [ 0.6103765 0.43844506 0.57687185 0.30218909 0.42269104] [ 0.51179926 0.47474146 0.56928592 0.64977784 0.55832458] [ 0.44990091 0.48099751 0.44985445 0.66123435 0.44111338] [ 0.38228878 0.43606915 0.54021348 0.62826087 0.54674781] [ 0.58307799 0.45476268 0.55435676 0.38454896 0.51448668] [ 0.66770988 0.49875373 0.4887094 0.22270256 0.29048162] [ 0.50253793 0.53332352 0.45603476 0.68977432 0.52228201] [ 0.515554 0.50576679 0.43439128 0.57919399 0.56100101] [ 0.36854546 0.44058567 0.41448131 0.80370701 0.48659265] [ 0.73892953 0.53590167 0.34117996 0.5667763 0.26687886] [ 0.46819307 0.47388042 0.40750655 0.77118664 0.34100854] [ 0.42023978 0.4250787 0.47968294 0.77419469 0.45938677] [ 0.55114096 0.52283327 0.54348621 0.30038084 0.47979057] [ 0.44687273 0.39137739 0.56651987 0.71191605 0.41684772] [ 0.5657756 0.41550989 0.45293334 0.43790622 0.34886434] [ 0.45429036 0.46939983 0.45657426 0.73334755 0.49043695] [ 0.53893837 0.45934086 0.57902872 0.56526964 0.43935317] [ 0.48979329 0.40933147 0.57067524 0.6502434 0.55162999] [ 0.42509499 0.33808484 0.5856926 0.5921559 0.44045656] [ 0.55739963 0.5557939 0.36582693 0.67253525 0.3294557 ] [ 0.38358529 0.36731873 0.54266033 0.83128448 0.54975693] [ 0.34514355 0.47569561 0.48277698 0.84979388 0.52514778] [ 0.53031287 0.42496029 0.44647961 0.49103777 0.42555689] [ 0.49119746 0.4040473 0.62748556 0.62610508 0.32086024] [ 0.4496401 0.39476742 0.3438008 0.52354862 0.41581443] [ 0.6491788 0.52595997 0.4419025 0.3440591 0.37365951] [ 0.47693842 0.42681956 0.32404554 0.83210069 0.36954938] [ 0.54972617 0.49755213 0.44127932 0.51211502 0.32624828] [ 0.48269381 0.51656218 0.48905127 0.68641235 0.44438142] [ 0.66116533 0.42135176 0.53701427 0.28184094 0.35160555] [ 0.58435673 0.47025025 0.44774434 0.6527649 0.57698839] [ 0.60145432 0.3752949 0.57418523 0.23555212 0.51728928] [ 0.62439953 0.53278096 0.46353867 0.68778836 0.50514913] [ 0.39328029 0.41246572 0.60821622 0.64547185 0.44583732] [ 0.51032395 0.47722784 0.6940701 0.53719636 0.44573357] [ 0.47378992 0.50950291 0.40968724 0.63773098 0.51713933] [ 0.56761109 0.55625336 0.47143653 0.55848115 0.44036867] [ 0.48598698 0.48664818 0.56567752 0.57914271 0.48605112] [ 0.36574067 0.47787389 0.37033532 0.54049588 0.48430359] [ 0.53647855 0.42794396 0.58097034 0.70697729 0.46602613] [ 0.61789672 0.45431141 0.6067393 0.46572411 0.56435038] [ 0.51119953 0.57772474 0.34975594 0.7896874 0.56634543] [ 0.47386126 0.37684042 0.51256937 0.88415209 0.49114114] [ 0.49013705 0.39087901 0.55028341 0.76451339 0.4580123 ] [ 0.49545916 0.49656623 0.53278824 0.70351074 0.33713721] [ 0.61458288 0.47612666 0.5590933 0.31838539 0.43609191] [ 0.46091641 0.42984062 0.50014181 0.64626317 0.44001365] [ 0.33135385 0.31213773 0.49671432 0.82234758 0.56833889] [ 0.61955275 0.51363939 0.35653783 0.50238849 0.4507354 ] [ 0.65002292 0.42594809 0.49256961 0.44094008 0.30847403] [ 0.41098698 0.50427702 0.41147719 0.74245394 0.53707831] [ 0.64428828 0.52574557 0.50061923 0.50604621 0.38981514] [ 0.60162647 0.56564424 0.50610899 0.51126298 0.5596781 ] [ 0.54241882 0.6171131 0.44587698 0.56265179 0.3992962 ] [ 0.63689067 0.54099805 0.55485947 0.42316019 0.57388229] [ 0.5965198 0.34967022 0.50181873 0.44361872 0.45025516] [ 0.54724948 0.60707763 0.35791878 0.63375671 0.35496874] [ 0.50741457 0.34395293 0.43966908 0.61492647 0.55060423] [ 0.49142047 0.5905442 0.44586336 0.64778429 0.51105145] [ 0.48701097 0.51717012 0.46844047 0.76377146 0.41829557] [ 0.35267429 0.43874193 0.49745148 0.84670743 0.56699729] [ 0.61776228 0.47859913 0.54991184 0.55030911 0.4068955 ] [ 0.64431272 0.57564712 0.6376368 0.28179937 0.49108684] [ 0.51275988 0.46862779 0.59142296 0.636143 0.36395577] [ 0.58036962 0.52682155 0.49411287 0.39823162 0.29204292] [ 0.38125368 0.50050403 0.53415618 0.74620572 0.55968836] [ 0.51971197 0.27702863 0.46749937 0.56331935 0.33554658] [ 0.62394121 0.35983906 0.55667838 0.53246147 0.32750778] [ 0.57111459 0.33392456 0.56325659 0.63048504 0.44573159] [ 0.52531777 0.42610894 0.6141873 0.65094152 0.42512346] [ 0.33841616 0.43845099 0.55990012 0.87581289 0.5310248 ] [ 0.55425495 0.34501109 0.60099135 0.27192901 0.4803797 ] [ 0.45338467 0.53519279 0.43588429 0.67288322 0.52671565] [ 0.43085473 0.36165172 0.42530921 0.80060945 0.44184698] [ 0.59656133 0.46272477 0.58005665 0.51526843 0.58490426] [ 0.46258479 0.5280181 0.51291606 0.74182911 0.31893518] [ 0.50717564 0.42133702 0.5469647 0.60422618 0.36296541] Progress: 4.0% ... Training loss: 0.886 ... Validation loss: 1.336[ 0.63451902 0.56489856 0.46786844 0.42964905 0.37534946] [ 0.40460845 0.39364723 0.60637666 0.78093278 0.44315332] [ 0.52926396 0.42009776 0.44785453 0.50587456 0.4745263 ] [ 0.53043234 0.4659327 0.40642358 0.68226977 0.28725379] [ 0.60222186 0.3531176 0.60233785 0.44179689 0.33916522] [ 0.47194173 0.40930005 0.53315262 0.63100486 0.54675657] [ 0.63261326 0.43022779 0.56648245 0.28991264 0.52459633] [ 0.48380511 0.51866411 0.41531705 0.4277265 0.51283548] [ 0.55795205 0.55131914 0.54323879 0.54095643 0.47740052] [ 0.39154613 0.39223964 0.50376407 0.5255388 0.4206581 ] [ 0.54175049 0.3990165 0.4394452 0.37977106 0.44653575] [ 0.46757224 0.37882219 0.71167955 0.56932186 0.48786403] [ 0.48019901 0.4373294 0.48790125 0.56068544 0.4959524 ] [ 0.36666161 0.26707696 0.47315649 0.8590024 0.53546412] [ 0.5304882 0.58863445 0.54023147 0.44043188 0.46491982] [ 0.68486888 0.61044472 0.39371085 0.38740513 0.34750473] [ 0.56903104 0.44212448 0.55599885 0.42574596 0.46912339] [ 0.56708853 0.41278185 0.56816267 0.46488884 0.45203559] [ 0.47953715 0.30269837 0.53022488 0.53749279 0.49694219] [ 0.38375241 0.48502369 0.49058297 0.62118123 0.35926458] [ 0.36904976 0.47990943 0.48981158 0.86270221 0.41973217] [ 0.56019039 0.40602458 0.63998039 0.51382938 0.42912533] [ 0.54620663 0.50065319 0.48405547 0.60684054 0.309895 ] [ 0.62964024 0.55283241 0.51717916 0.47412461 0.46293036] [ 0.44981335 0.39210183 0.55608008 0.63047156 0.45096659] [ 0.48854136 0.35224205 0.5644708 0.54803897 0.40905236] [ 0.42300431 0.47879063 0.34290321 0.58106179 0.43700973] [ 0.61456555 0.51447508 0.61038029 0.46418861 0.39658358] [ 0.51977792 0.27701584 0.46750179 0.56331408 0.33553815] [ 0.41210513 0.35946089 0.43687445 0.46051527 0.68492787] [ 0.60292024 0.41496928 0.52777549 0.35389965 0.40109596] [ 0.65852124 0.5458454 0.44671213 0.38716387 0.53691827] [ 0.46284356 0.40238691 0.60020722 0.54331119 0.46563264] [ 0.36967732 0.4074521 0.55863504 0.60098575 0.57427148] [ 0.68526231 0.51520254 0.62535469 0.2620775 0.51225388] [ 0.38117772 0.37608682 0.65441023 0.71747526 0.49771433] [ 0.41688171 0.50307998 0.54256762 0.60490191 0.57124302] [ 0.60551457 0.50865241 0.44580548 0.49989275 0.43610072] [ 0.66516844 0.59713023 0.36487192 0.38943666 0.39705688] [ 0.5932914 0.3804184 0.56153703 0.57239448 0.45930457] [ 0.62318202 0.37562523 0.61803547 0.41880291 0.56827153] [ 0.68555994 0.46015993 0.47037333 0.35754209 0.54578163] [ 0.40959523 0.43304854 0.4961437 0.69975879 0.52318299] [ 0.68312184 0.53963262 0.35449946 0.60212774 0.32109404] [ 0.61480587 0.446673 0.5978787 0.23714201 0.52415845] [ 0.5265439 0.41771514 0.42709912 0.50421913 0.54170161] [ 0.58651469 0.50726006 0.51405272 0.62233668 0.49946153] [ 0.61388138 0.41723647 0.41588663 0.26172375 0.3872183 ] [ 0.57924323 0.45863118 0.40960852 0.5238079 0.47747758] [ 0.60409747 0.37125925 0.37640881 0.33109428 0.34113947] [ 0.54378285 0.5012985 0.50802044 0.40528322 0.5381657 ] [ 0.59919781 0.38680473 0.64850776 0.30962569 0.49455114] [ 0.56276554 0.46628303 0.5891874 0.34387956 0.43880707] [ 0.48080635 0.52728859 0.62014166 0.49423818 0.48880692] [ 0.51477673 0.46319225 0.51781463 0.62558718 0.56939194] [ 0.41278702 0.40733531 0.50851794 0.84903363 0.46024919] [ 0.43853922 0.49922823 0.48443984 0.81837288 0.50345042] [ 0.39153241 0.45533526 0.52467187 0.64753738 0.39733747] [ 0.56804802 0.41390003 0.56323807 0.48919636 0.36953601] [ 0.37700388 0.2643435 0.45987967 0.71376998 0.38652524] [ 0.56599904 0.41540153 0.45294237 0.43779064 0.34882974] [ 0.64724512 0.42157313 0.5094138 0.38192166 0.41702837] [ 0.47194173 0.40930005 0.53315262 0.63100486 0.54675657] [ 0.50747867 0.41927472 0.54836467 0.58083587 0.44051043] [ 0.56512607 0.53057828 0.48809145 0.2511208 0.47988383] [ 0.48057347 0.473341 0.54945614 0.30693469 0.58685797] [ 0.5785357 0.50380948 0.49461828 0.39431667 0.42272814] [ 0.52210346 0.44836299 0.54806775 0.62165996 0.38363215] [ 0.61770908 0.62869451 0.39277908 0.68377307 0.40165113] [ 0.65835983 0.56639119 0.4797238 0.47114524 0.50027947] [ 0.5805259 0.46888995 0.43418125 0.29460119 0.37756397] [ 0.64749124 0.6270921 0.41184092 0.54340253 0.38453994] [ 0.60599334 0.47938895 0.44321698 0.39434429 0.47810374] [ 0.41238934 0.45415233 0.45190424 0.69028973 0.438548 ] [ 0.60328727 0.47778106 0.47015078 0.41501695 0.40924828] [ 0.56308296 0.52602929 0.37617106 0.3985939 0.40129785] [ 0.45194515 0.50309715 0.46464574 0.45652701 0.48191147] [ 0.56021638 0.5371277 0.5578771 0.47947431 0.49781315] [ 0.65004879 0.42905901 0.51565084 0.3315706 0.43374748] [ 0.44152613 0.35839058 0.62211677 0.63447664 0.48337965] [ 0.58373646 0.47424005 0.45737696 0.38173076 0.36342731] [ 0.61936308 0.45355193 0.61001963 0.26930392 0.42531718] [ 0.55280696 0.57975529 0.69095841 0.3832732 0.4458096 ] [ 0.34210107 0.45509914 0.52807222 0.7256113 0.59047834] [ 0.52038712 0.42102225 0.43978469 0.56066246 0.41780361] [ 0.58726605 0.50265573 0.46809327 0.4310472 0.38451359] [ 0.57703892 0.40863927 0.44845728 0.63806111 0.34079083] [ 0.50537803 0.45897625 0.34890683 0.4682749 0.56434672] [ 0.44736367 0.42219909 0.52209292 0.49474861 0.47472571] [ 0.60792357 0.43987673 0.41547035 0.41216789 0.34600054] [ 0.50430927 0.58529067 0.45294772 0.66052612 0.48602811] [ 0.53241174 0.6066419 0.47340935 0.55043378 0.42460219] [ 0.62426627 0.49133817 0.50764039 0.30043409 0.38292643] [ 0.43597719 0.41785098 0.48803882 0.57947428 0.5228313 ] [ 0.49365335 0.52891729 0.51022392 0.57120831 0.5063758 ] [ 0.49252985 0.43597409 0.44229848 0.75060454 0.51148605] [ 0.59908517 0.55084721 0.54438407 0.56926373 0.34696613] [ 0.60200569 0.54432369 0.45297103 0.69167589 0.50304336] [ 0.50199624 0.3825751 0.42080146 0.55558014 0.56501369] [ 0.53277454 0.43898144 0.4394478 0.50997413 0.52198602] [ 0.55369162 0.60436532 0.2800025 0.62710894 0.37143917] [ 0.51931744 0.47049219 0.47291843 0.58336929 0.50531955] [ 0.56164889 0.40245971 0.41485547 0.45079007 0.47652862] [ 0.54041709 0.5414805 0.47294628 0.59757402 0.57275441] [ 0.56167433 0.57239364 0.44437012 0.5003816 0.31410786] [ 0.43883879 0.56370913 0.41699804 0.60242488 0.44922018] [ 0.43163538 0.39876284 0.6303017 0.47999374 0.41039347] [ 0.58000868 0.53037264 0.45988086 0.74998928 0.50022526] [ 0.60292703 0.3763691 0.4517582 0.73226495 0.52172491] [ 0.50990869 0.40275745 0.35572778 0.43044931 0.3543596 ] [ 0.57555696 0.61362164 0.43780162 0.71180424 0.49300117] [ 0.36514983 0.3946463 0.70734709 0.72338915 0.49564485] [ 0.50518903 0.41151573 0.54670945 0.66035727 0.62471164] [ 0.66288413 0.49603731 0.38554206 0.43203198 0.43523778] [ 0.55356691 0.46893609 0.43831414 0.32154769 0.44784997] [ 0.60792357 0.43987673 0.41547035 0.41216789 0.34600054] [ 0.55154101 0.47244671 0.40173112 0.36570568 0.4133742 ] [ 0.45535344 0.55226796 0.61630214 0.51471382 0.4773911 ] [ 0.37969527 0.45828756 0.46504884 0.77368149 0.56235569] [ 0.41003272 0.3645502 0.64493243 0.61208488 0.55907019] [ 0.56695853 0.49224393 0.62969644 0.29072784 0.50659406] [ 0.47384759 0.43077632 0.63017852 0.72947006 0.42850085] [ 0.44613391 0.42851824 0.46262408 0.56712032 0.35457379] [ 0.52507348 0.4488035 0.5303817 0.45570883 0.40847942] [ 0.48146017 0.47194222 0.55538751 0.74782447 0.39017835] [ 0.64822696 0.54184304 0.350849 0.44426264 0.45873962] [ 0.40896267 0.53652914 0.49108156 0.85295987 0.46857367] [ 0.61925716 0.37098344 0.42667998 0.38974351 0.45781802] Progress: 4.0% ... Training loss: 0.884 ... Validation loss: 1.338[ 0.60536487 0.5197514 0.45515963 0.55686122 0.40153101] [ 0.59218746 0.49355181 0.36863955 0.43437551 0.3529263 ] [ 0.44697456 0.48067226 0.45247693 0.70454783 0.34109212] [ 0.54451153 0.43607954 0.44661142 0.49125871 0.39921742] [ 0.32786576 0.46139227 0.51381766 0.7677091 0.6325522 ] [ 0.4110182 0.39112905 0.58153823 0.6912446 0.42868255] [ 0.53006809 0.46686722 0.46490651 0.49926174 0.40091412] [ 0.54527505 0.46778015 0.60907432 0.36353195 0.39198569] [ 0.55595354 0.38631034 0.44221843 0.6123916 0.54843422] [ 0.36049125 0.40674959 0.5258483 0.75994448 0.4751032 ] [ 0.49136265 0.42956615 0.57452417 0.37650145 0.72393494] [ 0.55183319 0.59151845 0.40691182 0.45764494 0.47571205] [ 0.4542385 0.42591431 0.52442621 0.54034232 0.5457222 ] [ 0.57581692 0.58641103 0.53503813 0.40803828 0.52583378] [ 0.462051 0.47420268 0.62330911 0.55047405 0.48772875] [ 0.38758472 0.41630124 0.5518733 0.68878734 0.56211994] [ 0.54423892 0.42014751 0.45286038 0.57892275 0.59126128] [ 0.47316211 0.50767056 0.5900281 0.60150482 0.51136434] [ 0.6794376 0.61263631 0.58829469 0.33807847 0.43498684] [ 0.52006791 0.35762824 0.61107858 0.44992521 0.51982011] [ 0.30993104 0.36407449 0.44869052 0.80926359 0.39053688] [ 0.35946671 0.40644191 0.42033554 0.81181024 0.49495159] [ 0.51671266 0.51860293 0.45338652 0.44324417 0.35141555] [ 0.63194695 0.3336567 0.60012238 0.30018242 0.40106512] [ 0.51772859 0.54449014 0.65415101 0.44702343 0.52064066] [ 0.46380131 0.61382757 0.38401808 0.5166454 0.41139425] [ 0.56301168 0.40649349 0.68786108 0.27221012 0.63839756] [ 0.50607451 0.54698576 0.40208482 0.5427962 0.48765333] [ 0.51401994 0.56352425 0.41004961 0.65809269 0.57488984] [ 0.63478498 0.55570816 0.40431935 0.36483774 0.3754254 ] [ 0.57969073 0.47493016 0.5650885 0.43191562 0.4716194 ] [ 0.67791457 0.55081973 0.63370909 0.4602783 0.42454872] [ 0.59974388 0.49238806 0.41899232 0.29083483 0.4536639 ] [ 0.53679743 0.47475417 0.57376756 0.46754901 0.41142599] [ 0.52416523 0.66520044 0.32328194 0.63248556 0.32432446] [ 0.64095809 0.47162541 0.50549596 0.26400719 0.44397535] [ 0.6163867 0.34777762 0.46585284 0.33891402 0.52976654] [ 0.6146932 0.53522995 0.48575869 0.48467097 0.36532681] [ 0.5411657 0.46050792 0.48819226 0.38608183 0.42696295] [ 0.46709397 0.46856862 0.62300284 0.67204043 0.47453626] [ 0.38693426 0.35398669 0.62946741 0.65456572 0.49746129] [ 0.61023017 0.29837611 0.62355988 0.30214436 0.49413556] [ 0.36017832 0.43315417 0.41635815 0.84859993 0.48544353] [ 0.40709131 0.4222777 0.48186086 0.84123132 0.45112733] [ 0.44435728 0.56153297 0.52836218 0.46663134 0.47685716] [ 0.58711422 0.44298737 0.5170012 0.50858424 0.48916248] [ 0.49713916 0.45531571 0.55441871 0.56994041 0.38069199] [ 0.68326762 0.47976248 0.43449995 0.33789253 0.38947669] [ 0.58114916 0.61584907 0.4199206 0.50716259 0.33825525] [ 0.65712167 0.46437018 0.59828075 0.2749594 0.5978227 ] [ 0.62130368 0.56928344 0.34404395 0.42984095 0.42005536] [ 0.39217213 0.33229412 0.40520578 0.88716528 0.34752422] [ 0.58996667 0.648346 0.39960005 0.53576714 0.4490872 ] [ 0.6170158 0.38533911 0.43487424 0.41854294 0.41235324] [ 0.4754161 0.44811411 0.58586816 0.64105907 0.42828606] [ 0.56699473 0.31499343 0.45359057 0.60707218 0.53322014] [ 0.52189203 0.49271294 0.51059382 0.49817202 0.53809141] [ 0.56027056 0.37475185 0.59888205 0.2928839 0.40882342] [ 0.58957245 0.47165027 0.47410214 0.37839675 0.41557696] [ 0.44261671 0.43989652 0.58777334 0.65308529 0.47437306] [ 0.51029657 0.50207475 0.27887115 0.78696889 0.48968219] [ 0.69625985 0.46451842 0.43731329 0.47072821 0.39210716] [ 0.54436214 0.45083393 0.46733437 0.61972093 0.34167828] [ 0.41111903 0.4851352 0.54448882 0.80659441 0.59533991] [ 0.55237592 0.47118403 0.41079848 0.64126053 0.41823832] [ 0.40533816 0.36041964 0.37797651 0.72560571 0.38942774] [ 0.41799328 0.44593876 0.49541592 0.82378285 0.32889205] [ 0.3181024 0.39311893 0.63518899 0.73709935 0.46971708] [ 0.64262624 0.46662317 0.39434221 0.35847671 0.42526299] [ 0.57881827 0.4990673 0.47313966 0.4310838 0.49327071] [ 0.53617911 0.38821118 0.51657314 0.39438985 0.47144623] [ 0.50337991 0.57369974 0.25963401 0.72718504 0.42038788] [ 0.70272365 0.49535479 0.51052164 0.52009351 0.37740261] [ 0.69850201 0.52252321 0.52335963 0.25219153 0.34403064] [ 0.40828617 0.33552312 0.43059015 0.38995034 0.68755571] [ 0.61799058 0.62746425 0.36804041 0.62472974 0.50337518] [ 0.63214607 0.44662595 0.46866324 0.35271221 0.39306139] [ 0.51537968 0.58313622 0.52348111 0.72501343 0.30981241] [ 0.51234275 0.50690695 0.61682487 0.50035724 0.47388048] [ 0.62298561 0.41370074 0.43410197 0.51101725 0.32379293] [ 0.53882655 0.43132677 0.57607793 0.36001482 0.54555423] [ 0.74851882 0.49569678 0.56114738 0.35098872 0.44082218] [ 0.55785422 0.44038556 0.57803986 0.42096556 0.52762615] [ 0.55315152 0.66079544 0.35825555 0.55970738 0.34949535] [ 0.61642528 0.44323445 0.49407215 0.44152736 0.40029486] [ 0.63157831 0.57591708 0.47678486 0.50217752 0.38023525] [ 0.68327897 0.41398366 0.46328774 0.32462271 0.46455358] [ 0.60916356 0.40603059 0.63403339 0.49721325 0.54793322] [ 0.64789665 0.51763116 0.49214951 0.34249016 0.43183355] [ 0.37887656 0.40725727 0.54798361 0.79139726 0.52097317] [ 0.74711929 0.53944741 0.45482594 0.57897295 0.34429393] [ 0.62769987 0.55589891 0.48023494 0.56823915 0.32881058] [ 0.68162882 0.33322198 0.36791925 0.26782447 0.30568308] [ 0.5182308 0.33712426 0.54889945 0.4476363 0.3755489 ] [ 0.59680043 0.49688159 0.52125262 0.43101556 0.56320244] [ 0.66875665 0.41003206 0.47897412 0.32748977 0.36393173] [ 0.52329298 0.47925016 0.57318449 0.46761127 0.38340387] [ 0.46012114 0.38688888 0.48048482 0.45184935 0.68050974] [ 0.57428124 0.57481191 0.50516742 0.47132349 0.48584736] [ 0.48262924 0.48777271 0.45719601 0.51277375 0.52903913] [ 0.50460103 0.41659231 0.49543016 0.578144 0.54056733] [ 0.53067778 0.50833843 0.44638765 0.63517854 0.48083939] [ 0.50254417 0.49996295 0.56448468 0.66006161 0.56231514] [ 0.4561329 0.45379207 0.37638019 0.63774826 0.52005543] [ 0.71981589 0.37627089 0.49238254 0.1957586 0.36709085] [ 0.4727841 0.3274359 0.60437399 0.80449639 0.4049772 ] [ 0.64418266 0.3469049 0.36328716 0.38030033 0.38982809] [ 0.53023403 0.46752285 0.3910931 0.75670889 0.49374983] [ 0.47666738 0.47038583 0.50501144 0.4549567 0.4657102 ] [ 0.6163867 0.34777762 0.46585284 0.33891402 0.52976654] [ 0.36862399 0.45823571 0.44270454 0.74305024 0.40267938] [ 0.57229031 0.55926294 0.39691477 0.72502745 0.30663323] [ 0.4893781 0.27559562 0.52458543 0.60194742 0.38277787] [ 0.66516296 0.4698494 0.45481311 0.53072572 0.33743577] [ 0.53656637 0.54047847 0.49433235 0.27029729 0.49799098] [ 0.33913849 0.4416843 0.49765865 0.85409764 0.50328577] [ 0.53315973 0.39661941 0.47324992 0.34066519 0.43067268] [ 0.63988652 0.55412364 0.49836699 0.53048743 0.3792731 ] [ 0.37224455 0.47941854 0.64506764 0.7397399 0.64547038] [ 0.56126892 0.4547497 0.4196257 0.38297879 0.41585011] [ 0.60369935 0.46423489 0.49694267 0.37433358 0.54589484] [ 0.65400609 0.42549724 0.44743642 0.42827588 0.43668565] [ 0.56551845 0.50750067 0.47751477 0.39287099 0.53808648] [ 0.50871833 0.67407903 0.57706875 0.49897699 0.50273335] [ 0.68533054 0.48221883 0.52527518 0.38656919 0.41888501] [ 0.2794057 0.45794425 0.49161949 0.87989016 0.63050926] [ 0.6510612 0.48669486 0.46640549 0.37911339 0.39865622] [ 0.37676493 0.35667385 0.40902248 0.79814387 0.47465384] Progress: 4.1% ... Training loss: 0.882 ... Validation loss: 1.339[ 0.68952614 0.51279164 0.62555302 0.26039342 0.51136459] [ 0.34323489 0.38690113 0.50465097 0.88976269 0.6023289 ] [ 0.34719343 0.47634771 0.53885033 0.80229362 0.46136025] [ 0.27123433 0.3981176 0.53711365 0.82899853 0.52745176] [ 0.45164035 0.49738917 0.51815157 0.61034357 0.46341141] [ 0.35050514 0.44977945 0.43157424 0.78556878 0.33850654] [ 0.63840569 0.43683126 0.43652692 0.26727882 0.38121724] [ 0.64457867 0.56601452 0.44710424 0.27696782 0.35314433] [ 0.52200962 0.60961369 0.5555476 0.54449094 0.53053866] [ 0.64342074 0.50077647 0.54120935 0.25530594 0.57053784] [ 0.59264525 0.54227554 0.4372706 0.67927013 0.45101827] [ 0.52654799 0.54426618 0.3566863 0.49619514 0.37230593] [ 0.49627202 0.51939636 0.49494887 0.43158721 0.5107331 ] [ 0.54903665 0.49557324 0.58210745 0.3549412 0.42356727] [ 0.61369065 0.5828343 0.43968879 0.56198796 0.48817416] [ 0.34798035 0.42355961 0.51562315 0.71173058 0.44779748] [ 0.55294797 0.56177189 0.4597234 0.55975823 0.51537176] [ 0.41580267 0.45741504 0.5162378 0.46789912 0.48508792] [ 0.60271786 0.51493899 0.56216232 0.41208776 0.45291947] [ 0.28343997 0.3766021 0.47987256 0.82644661 0.46037508] [ 0.69855305 0.57248042 0.54467767 0.29374669 0.46483576] [ 0.62591337 0.36289756 0.45552136 0.34765291 0.39422248] [ 0.6651166 0.49683134 0.44544196 0.27183432 0.32161779] [ 0.4949509 0.45686294 0.53656631 0.73541313 0.40458663] [ 0.44596346 0.35647821 0.44189781 0.71363442 0.44543718] [ 0.54907669 0.49477171 0.4089518 0.63810501 0.40380791] [ 0.53121984 0.4691244 0.62062183 0.42315382 0.52191019] [ 0.39896212 0.47700237 0.43375966 0.48897872 0.50684255] [ 0.46125953 0.39854271 0.46143712 0.87615163 0.41968976] [ 0.60433051 0.47250043 0.52669177 0.30849416 0.47345718] [ 0.61861005 0.51405551 0.35650396 0.50259999 0.45091427] [ 0.40387215 0.42113366 0.41231832 0.55044369 0.56285235] [ 0.34158004 0.33395161 0.53369149 0.66367916 0.56212023] [ 0.63348487 0.41233445 0.53157818 0.25621311 0.41902975] [ 0.39336566 0.43420722 0.45627085 0.81948057 0.45001151] [ 0.62200618 0.53950878 0.51759512 0.23794144 0.39034092] [ 0.58707351 0.46664574 0.61123648 0.54600795 0.54737742] [ 0.6178448 0.48893751 0.57257056 0.35675079 0.52201794] [ 0.67441672 0.42711065 0.35448641 0.4323492 0.34309884] [ 0.56461829 0.53230425 0.58647428 0.29009421 0.40516621] [ 0.63928874 0.55937313 0.49428787 0.53122828 0.26940742] [ 0.59744937 0.55276102 0.34653728 0.68221411 0.45470033] [ 0.53160231 0.51056769 0.58820515 0.6782414 0.48496692] [ 0.5466253 0.41402102 0.43163625 0.68853111 0.45960262] [ 0.55504202 0.50539827 0.45952619 0.78092081 0.50913875] [ 0.4502429 0.43500065 0.47390518 0.66984846 0.38292818] [ 0.45499182 0.34987698 0.35310059 0.73289135 0.42753583] [ 0.57137524 0.36524871 0.5369624 0.60831198 0.45003799] [ 0.418386 0.35794614 0.48407905 0.7784159 0.4486631 ] [ 0.46043868 0.33088224 0.50164153 0.80505655 0.42414743] [ 0.59070823 0.40609082 0.54461652 0.34417954 0.42712095] [ 0.57953785 0.46403452 0.52987862 0.73438595 0.5314289 ] [ 0.39661324 0.42390543 0.43415614 0.73513881 0.34792008] [ 0.41824563 0.35893451 0.52751042 0.75227911 0.36007738] [ 0.40603806 0.36139221 0.47796095 0.66568543 0.47411042] [ 0.4267193 0.3944457 0.57451681 0.74115817 0.59638305] [ 0.68161191 0.61148195 0.58839966 0.33712669 0.43454468] [ 0.46141906 0.50229669 0.47536147 0.41146744 0.5039669 ] [ 0.54725014 0.53891576 0.32070682 0.50380092 0.30027641] [ 0.51773354 0.45672803 0.66698926 0.39908594 0.50612666] [ 0.52765938 0.54683211 0.43307061 0.78743967 0.43837116] [ 0.53006664 0.43113129 0.57257939 0.3766412 0.48629406] [ 0.56811048 0.37890912 0.37881588 0.39111358 0.35401403] [ 0.61493836 0.4844753 0.45616328 0.44756921 0.39916353] [ 0.57637066 0.51119284 0.55590156 0.31987552 0.4974473 ] [ 0.37155785 0.40786519 0.49513626 0.74296739 0.39425627] [ 0.58712808 0.44729122 0.60556068 0.42217677 0.54172062] [ 0.39336566 0.43420722 0.45627085 0.81948057 0.45001151] [ 0.5286713 0.4678047 0.3801194 0.71238261 0.41091254] [ 0.68293139 0.52933244 0.45471324 0.53629667 0.40106321] [ 0.4607721 0.48577032 0.50628633 0.74283814 0.55464924] [ 0.53247272 0.44403764 0.44777382 0.56226496 0.39611642] [ 0.52205902 0.62362652 0.62082088 0.65508836 0.4290482 ] [ 0.56635145 0.46991948 0.45517325 0.43485721 0.40587599] [ 0.46504163 0.43167828 0.60873835 0.75130964 0.33583581] [ 0.64531651 0.41880079 0.5940979 0.34459939 0.47033043] [ 0.54762892 0.49449542 0.60436127 0.41742059 0.46329778] [ 0.55998714 0.39787323 0.59224852 0.54597152 0.48633607] [ 0.64253825 0.49906554 0.43270908 0.30384156 0.3361094 ] [ 0.50631529 0.45918089 0.29403728 0.55435788 0.27832847] [ 0.46625449 0.54266813 0.44515974 0.61851449 0.39774087] [ 0.50459936 0.40513186 0.5772572 0.50117671 0.40048077] [ 0.38016591 0.33993581 0.54784437 0.60503184 0.44674284] [ 0.64270616 0.56802853 0.47404949 0.3828623 0.51680699] [ 0.46722281 0.51714854 0.43445226 0.70335481 0.44749476] [ 0.58654667 0.33532708 0.40520237 0.54521295 0.42702926] [ 0.49682328 0.48502026 0.51403876 0.70153702 0.53769009] [ 0.52657968 0.51171655 0.41610631 0.70454425 0.3865532 ] [ 0.68651659 0.54055005 0.38391749 0.59875224 0.33048831] [ 0.51524506 0.40588536 0.47237512 0.3985575 0.37971707] [ 0.44428653 0.52190441 0.5784121 0.61606943 0.4284498 ] [ 0.36893952 0.31766256 0.428636 0.80084139 0.53658086] [ 0.44540483 0.41481062 0.41546197 0.69566922 0.36675183] [ 0.48846157 0.61526216 0.47777147 0.5221025 0.37723027] [ 0.60700537 0.42552216 0.51515658 0.44978977 0.51632496] [ 0.55550743 0.32282765 0.53739587 0.5910644 0.35573518] [ 0.51000565 0.64449404 0.4861292 0.60085463 0.37985379] [ 0.6083616 0.52536801 0.45263147 0.45353359 0.39769547] [ 0.51680862 0.36685352 0.64495659 0.51799055 0.33570523] [ 0.5903213 0.55912572 0.45385146 0.41590595 0.47362619] [ 0.42393378 0.39506541 0.51813859 0.70989111 0.38516543] [ 0.58626056 0.42041869 0.50622075 0.46398157 0.45498559] [ 0.45290011 0.47815036 0.47898146 0.58422388 0.34831983] [ 0.55111581 0.51222803 0.56913952 0.51593488 0.44924967] [ 0.69512025 0.5754416 0.55172988 0.38564236 0.46858892] [ 0.44624941 0.54111458 0.46919886 0.70995506 0.45026776] [ 0.46726108 0.52427027 0.4719138 0.5299002 0.44521532] [ 0.70735154 0.51453899 0.49760072 0.40014858 0.53755749] [ 0.61639709 0.52671545 0.41028449 0.34331435 0.4383101 ] [ 0.46119891 0.46825181 0.57400036 0.7257727 0.39318138] [ 0.68394784 0.47934937 0.43453644 0.33751023 0.38934592] [ 0.57832164 0.52556645 0.44206913 0.45534272 0.33137152] [ 0.48610489 0.38964346 0.61877435 0.59227468 0.4658574 ] [ 0.56104148 0.41746093 0.40875629 0.55582496 0.46663929] [ 0.68755791 0.38662162 0.44553234 0.31028536 0.37330298] [ 0.33112071 0.38860051 0.4633615 0.80821681 0.55959513] [ 0.55629864 0.57477534 0.370724 0.81283337 0.33268658] [ 0.59104824 0.62800706 0.48791345 0.65241998 0.41911169] [ 0.56498461 0.52242687 0.37807972 0.64975244 0.38970866] [ 0.56067245 0.45862476 0.37963237 0.65383756 0.52251731] [ 0.67438124 0.65018971 0.57555078 0.53883381 0.4891833 ] [ 0.50878517 0.55551597 0.48971784 0.50958443 0.43204863] [ 0.53367396 0.37496527 0.54190901 0.50263418 0.45746297] [ 0.3289616 0.38508025 0.46177826 0.78736853 0.43602168] [ 0.51795041 0.43295671 0.37149601 0.6494876 0.47005286] [ 0.57230912 0.52037288 0.45466165 0.37946309 0.48965756] [ 0.53053917 0.57500462 0.53876654 0.56099357 0.41246002] [ 0.54172358 0.42698901 0.51111426 0.49380803 0.4477998 ] Progress: 4.2% ... Training loss: 0.880 ... Validation loss: 1.334[ 0.55586007 0.41700284 0.4633529 0.5710476 0.26483665] [ 0.63168601 0.56495559 0.49717071 0.45199509 0.50647531] [ 0.6343344 0.58193216 0.53339044 0.31849428 0.41415112] [ 0.55921702 0.38412415 0.63073505 0.30370259 0.55804304] [ 0.45178693 0.39617517 0.47013863 0.78348774 0.34700664] [ 0.64935762 0.55193134 0.40658391 0.2627067 0.31834985] [ 0.40952713 0.42189283 0.61582729 0.77481544 0.45118217] [ 0.69144088 0.54180439 0.44913898 0.33157586 0.48998673] [ 0.61521602 0.55412303 0.57637802 0.38935863 0.42528851] [ 0.64587939 0.40733143 0.53224782 0.40398604 0.41679318] [ 0.70402896 0.50277966 0.53851564 0.42865467 0.39067958] [ 0.34537825 0.36153998 0.49579092 0.85365287 0.46238984] [ 0.4730256 0.40967515 0.46609256 0.5237782 0.39879865] [ 0.47055166 0.53956804 0.47875485 0.57449295 0.49174771] [ 0.61362677 0.5604929 0.37919424 0.73174072 0.40675709] [ 0.61462552 0.42027012 0.54327308 0.16718761 0.43156252] [ 0.59613484 0.33307351 0.43497178 0.47246558 0.34583787] [ 0.44832148 0.46718657 0.63965819 0.4842894 0.52562552] [ 0.52068413 0.51637076 0.34712235 0.51489962 0.44327371] [ 0.69929169 0.5126315 0.64574752 0.29535433 0.43871877] [ 0.66706376 0.48941351 0.55543969 0.34597505 0.36867349] [ 0.53242474 0.43670197 0.49741063 0.63496471 0.30017667] [ 0.56552974 0.51625901 0.56298447 0.38989871 0.51511594] [ 0.50138561 0.49241517 0.53358217 0.7671101 0.43988699] [ 0.59254439 0.37148039 0.72179047 0.27638102 0.5571485 ] [ 0.40398453 0.44306004 0.56267992 0.64209712 0.37769935] [ 0.50409969 0.43556005 0.57264479 0.54081062 0.3987938 ] [ 0.66220682 0.58000082 0.33009542 0.61926131 0.27002641] [ 0.50267399 0.36342463 0.69959801 0.65762106 0.4026485 ] [ 0.58588242 0.37687973 0.45431772 0.35931642 0.50821863] [ 0.68333668 0.49401275 0.42435324 0.46716579 0.3239651 ] [ 0.47777343 0.58976707 0.42904753 0.53885045 0.30064725] [ 0.61758803 0.49369722 0.54571096 0.4525748 0.5321727 ] [ 0.48745317 0.43247925 0.41153555 0.53660843 0.47259878] [ 0.45118603 0.31119238 0.43796686 0.76299236 0.40077746] [ 0.37492499 0.54366214 0.48636599 0.65188995 0.43921134] [ 0.66025973 0.57685395 0.52935178 0.47363853 0.43857066] [ 0.34666284 0.46037581 0.48922381 0.83796927 0.61744925] [ 0.48796618 0.33325283 0.59145289 0.49302074 0.50100982] [ 0.36517421 0.47241348 0.43129278 0.78589138 0.34544375] [ 0.59678301 0.29818664 0.47202632 0.4961633 0.44781857] [ 0.62553731 0.38766481 0.65344455 0.2178653 0.47532453] [ 0.57419624 0.43146168 0.37068559 0.56068314 0.55752875] [ 0.45576288 0.51624158 0.45103661 0.54513171 0.44907009] [ 0.63262417 0.4132588 0.46151062 0.52308239 0.4147573 ] [ 0.36433632 0.40055801 0.52408002 0.76535293 0.40592388] [ 0.54014759 0.48468928 0.4000974 0.51589255 0.45287914] [ 0.45336512 0.51797178 0.55292324 0.80307939 0.48109633] [ 0.55723499 0.49068375 0.43252806 0.54834641 0.48929602] [ 0.52741729 0.45037145 0.46809922 0.47571578 0.44497939] [ 0.64856733 0.51710928 0.41906502 0.55495414 0.32226221] [ 0.4402284 0.3375341 0.54772169 0.77887291 0.46192429] [ 0.27772052 0.41755522 0.63993015 0.70970732 0.57686364] [ 0.70104656 0.43982022 0.47003143 0.27829695 0.3354689 ] [ 0.50450114 0.48964271 0.47151179 0.63640691 0.43705227] [ 0.48380548 0.61782277 0.33195293 0.65911438 0.39925068] [ 0.63243717 0.62450925 0.46269708 0.47244089 0.51591782] [ 0.49346698 0.38295669 0.47064527 0.77961176 0.30696869] [ 0.60890587 0.53444461 0.5674125 0.26250209 0.4032379 ] [ 0.71281545 0.52660521 0.54247382 0.43532874 0.47699889] [ 0.56276497 0.37861097 0.56320317 0.36366407 0.43248868] [ 0.5439087 0.3699319 0.56713017 0.35123745 0.39235839] [ 0.42474239 0.39868565 0.55860057 0.70469603 0.51182394] [ 0.43922793 0.33356604 0.39337961 0.57467071 0.50638254] [ 0.41098786 0.41988139 0.54038023 0.74753793 0.44691128] [ 0.42199584 0.40660741 0.60102284 0.64197052 0.45182707] [ 0.57896503 0.56246352 0.44875065 0.52348956 0.32481501] [ 0.66875442 0.5847793 0.41474404 0.47252547 0.41976734] [ 0.6032004 0.48668182 0.45259134 0.44249123 0.41734585] [ 0.57494569 0.42773587 0.58859233 0.44761531 0.45135523] [ 0.37780572 0.43817454 0.52094456 0.6849566 0.3940296 ] [ 0.50230875 0.45057649 0.44895714 0.40387001 0.42826527] [ 0.56963937 0.45589111 0.43689279 0.67830963 0.31112326] [ 0.44816854 0.43746762 0.3801918 0.67989205 0.4021691 ] [ 0.36902892 0.43611174 0.43247784 0.79237926 0.34353443] [ 0.66661456 0.40462948 0.55291446 0.21508544 0.45096473] [ 0.49797151 0.35415618 0.59698397 0.70183425 0.3182839 ] [ 0.50598769 0.45084905 0.53997308 0.75989159 0.39414057] [ 0.462142 0.49071405 0.30560813 0.82426227 0.45196867] [ 0.51426459 0.41835058 0.46217542 0.78266744 0.42027849] [ 0.52395509 0.47151627 0.52351756 0.68353292 0.35793104] [ 0.59455834 0.46055653 0.42722213 0.52265004 0.28003946] [ 0.51601265 0.58633443 0.57801701 0.55633598 0.47967313] [ 0.70902502 0.4652635 0.43710414 0.31515552 0.34583035] [ 0.61803309 0.42844423 0.50343353 0.30050017 0.43778433] [ 0.48961946 0.36680322 0.38459152 0.83927239 0.36791617] [ 0.4849936 0.39512161 0.47266721 0.62290935 0.47888098] [ 0.72491809 0.60787767 0.44674036 0.47150949 0.41023721] [ 0.69805299 0.4608208 0.56869631 0.19825179 0.29040202] [ 0.53743224 0.44500135 0.50296049 0.5968409 0.27174437] [ 0.55058388 0.42227194 0.45012812 0.39858329 0.38572633] [ 0.51135419 0.5155089 0.34668843 0.5887038 0.44680426] [ 0.56347302 0.45996013 0.49457627 0.46280752 0.51088593] [ 0.52436256 0.47571828 0.50409961 0.34712809 0.35170483] [ 0.419317 0.52087044 0.410832 0.48408857 0.58183328] [ 0.63357562 0.61545004 0.50736656 0.32969269 0.50649623] [ 0.60033623 0.47557274 0.43802677 0.15306488 0.36353079] [ 0.66859311 0.39730708 0.62106651 0.22060845 0.49773734] [ 0.41143003 0.45568726 0.55305079 0.6301172 0.43696341] [ 0.57076132 0.39906158 0.54263503 0.34913005 0.49531863] [ 0.61974623 0.37085382 0.50440684 0.39962722 0.5591767 ] [ 0.72339389 0.48424704 0.51365687 0.36054689 0.45758942] [ 0.45604397 0.41151244 0.44767335 0.72263856 0.32165975] [ 0.47057594 0.4249437 0.59200829 0.64670207 0.5462731 ] [ 0.42371593 0.45664168 0.52035652 0.43903912 0.51146524] [ 0.48732835 0.53266384 0.36621849 0.59264977 0.50639976] [ 0.51874758 0.29404912 0.47087358 0.53169979 0.37341839] [ 0.62678824 0.46536285 0.37060141 0.5874511 0.3641738 ] [ 0.6079725 0.48727244 0.49788077 0.36461597 0.3728151 ] [ 0.5962704 0.63896828 0.44953832 0.44391951 0.38922085] [ 0.54691614 0.49172122 0.4981495 0.39643432 0.57999193] [ 0.50111865 0.5293238 0.34754821 0.63245874 0.47955813] [ 0.68062108 0.41132259 0.59583926 0.21268968 0.39773919] [ 0.60575729 0.47326391 0.57373206 0.31455623 0.44210395] [ 0.51306749 0.39089687 0.61941978 0.4571039 0.64145829] [ 0.5527509 0.47200629 0.57406648 0.41643648 0.46848472] [ 0.47889823 0.41562362 0.3778292 0.58479879 0.3677168 ] [ 0.38831114 0.3841843 0.6389382 0.69786164 0.60816113] [ 0.53984596 0.66706254 0.51100582 0.68752095 0.41548249] [ 0.33525938 0.48269608 0.54025284 0.80052043 0.51131235] [ 0.5663868 0.39366355 0.48230368 0.31886309 0.35726507] [ 0.55900504 0.44934485 0.49129858 0.53180576 0.36133076] [ 0.68708461 0.49444133 0.51501773 0.35618499 0.40213162] [ 0.60874528 0.45340705 0.50107661 0.29353421 0.35029295] [ 0.50655538 0.46890356 0.43784434 0.58325809 0.52469782] [ 0.51175839 0.43419826 0.53062933 0.5614853 0.26873173] [ 0.51089398 0.4014994 0.62856776 0.46941826 0.64232938] [ 0.42550277 0.43144395 0.39676928 0.71878405 0.4184062 ] Progress: 4.2% ... Training loss: 0.878 ... Validation loss: 1.330[ 0.68716342 0.52863826 0.62060427 0.24429281 0.4507048 ] [ 0.54567102 0.52126994 0.5256695 0.51161205 0.53894694] [ 0.52768578 0.56626259 0.3341644 0.61363609 0.32164604] [ 0.6798838 0.54421331 0.3315467 0.3824941 0.32378222] [ 0.57521747 0.55229619 0.44663294 0.71306943 0.44375607] [ 0.50043774 0.4100769 0.60931005 0.47344562 0.41907422] [ 0.53781926 0.48367817 0.57976779 0.34307068 0.4881535 ] [ 0.4035845 0.51649907 0.53406626 0.78682265 0.47136701] [ 0.50814807 0.35752379 0.53080962 0.77739876 0.44652802] [ 0.62036494 0.50091254 0.40824978 0.49459781 0.34440423] [ 0.58563215 0.46962104 0.47045804 0.61674258 0.56076248] [ 0.52170653 0.6097493 0.55553386 0.5445412 0.53058694] [ 0.63598724 0.52887896 0.41522456 0.35656046 0.38903645] [ 0.45685155 0.48269821 0.48670024 0.48294163 0.42360222] [ 0.56175436 0.47813265 0.49118115 0.64366284 0.37777786] [ 0.57463238 0.4150214 0.61502097 0.63405777 0.44267704] [ 0.31304759 0.4142648 0.54718518 0.79164107 0.533806 ] [ 0.35361256 0.38261947 0.50158394 0.79911552 0.50133364] [ 0.43932652 0.53115165 0.34249906 0.53860833 0.47909147] [ 0.5687947 0.47539301 0.48014776 0.57007683 0.34185909] [ 0.6090646 0.31512286 0.59050475 0.34421072 0.52802109] [ 0.51954756 0.52872334 0.49552327 0.33213111 0.63659693] [ 0.68633711 0.52186721 0.45370196 0.54798029 0.43018448] [ 0.61867163 0.43577654 0.57048742 0.26772424 0.43707397] [ 0.54368664 0.3422711 0.52697524 0.48576625 0.59907372] [ 0.52961919 0.48363386 0.54336734 0.45838145 0.41021901] [ 0.54760703 0.40808758 0.50540099 0.36991302 0.66078065] [ 0.65810878 0.53676129 0.54940508 0.47318657 0.38548749] [ 0.4737981 0.34747311 0.49921888 0.69704215 0.38329022] [ 0.49108187 0.53915377 0.48271652 0.7958516 0.3351104 ] [ 0.66720632 0.56130645 0.47974328 0.39126125 0.37421988] [ 0.65837952 0.42986756 0.49777666 0.34387458 0.42038119] [ 0.61572048 0.51855291 0.46607707 0.42787938 0.4502781 ] [ 0.52334037 0.54128331 0.57473641 0.56744332 0.4772115 ] [ 0.64699566 0.42467416 0.42771281 0.40544359 0.46072968] [ 0.66131327 0.51118149 0.40522776 0.37495343 0.42409019] [ 0.38431385 0.50003822 0.46818056 0.80796883 0.3429541 ] [ 0.52028193 0.40979021 0.3923552 0.49455533 0.4049899 ] [ 0.63413625 0.48308781 0.45581587 0.44507101 0.29977539] [ 0.46097313 0.45727658 0.53031333 0.63939346 0.60995046] [ 0.55102178 0.36602565 0.43852919 0.53636907 0.35361421] [ 0.5646977 0.4735149 0.52100982 0.77298644 0.41863227] [ 0.48865194 0.47515672 0.41726242 0.70612736 0.54745656] [ 0.61990655 0.59898649 0.59164895 0.48619787 0.53212175] [ 0.46434515 0.49549643 0.50453372 0.74561501 0.37820654] [ 0.64211442 0.56190684 0.48290576 0.36818776 0.50588026] [ 0.60051113 0.52691485 0.44377742 0.3664868 0.48631525] [ 0.59085325 0.52184639 0.50894858 0.44295821 0.49626681] [ 0.51132457 0.40362573 0.50364356 0.70614417 0.29106291] [ 0.58624964 0.48239799 0.52849248 0.54968846 0.48581229] [ 0.65558941 0.49180209 0.48924566 0.31307542 0.48652616] [ 0.55053829 0.52037238 0.41382311 0.73758682 0.43230022] [ 0.44201106 0.50611492 0.40117001 0.74086877 0.49648221] [ 0.60505634 0.34820269 0.50473476 0.38295216 0.32368166] [ 0.56932366 0.52467113 0.38757786 0.43376954 0.30885263] [ 0.54093501 0.29741807 0.59171435 0.58326269 0.40838322] [ 0.51735154 0.37040889 0.51461591 0.51179779 0.47860557] [ 0.70277104 0.40977198 0.49046465 0.2923553 0.33219305] [ 0.56563982 0.37166905 0.36693879 0.71480857 0.51921787] [ 0.44011663 0.56023569 0.55792477 0.61457037 0.50986034] [ 0.58766075 0.45067005 0.40074399 0.75404436 0.29619823] [ 0.67765013 0.54821151 0.54470186 0.17800832 0.38543652] [ 0.72814411 0.42643823 0.55586511 0.37977617 0.37111913] [ 0.51298241 0.44178588 0.4736733 0.70689166 0.26582083] [ 0.54308819 0.49552655 0.61624771 0.6370147 0.3817646 ] [ 0.67369869 0.59195369 0.44589481 0.43672031 0.44397968] [ 0.65495581 0.3971052 0.50662523 0.36852676 0.43441694] [ 0.36197133 0.4262923 0.46749848 0.83590688 0.42807214] [ 0.62378212 0.42732936 0.44163674 0.71682782 0.43251687] [ 0.52854935 0.44777483 0.43912702 0.35580933 0.49248468] [ 0.38361664 0.32879972 0.42144233 0.78584164 0.5228753 ] [ 0.60129977 0.51790338 0.37848785 0.50454763 0.43889177] [ 0.620685 0.57804337 0.48876184 0.61112495 0.39079739] [ 0.42440487 0.4928067 0.52343342 0.6459261 0.55152375] [ 0.33801739 0.39550806 0.61204162 0.85543632 0.60757136] [ 0.35592916 0.49842711 0.54122824 0.79102415 0.45258164] [ 0.60026709 0.35198372 0.60152291 0.30922084 0.49624468] [ 0.55956515 0.41189488 0.48045998 0.4727449 0.38233878] [ 0.40179213 0.47786621 0.5285868 0.70993981 0.4189383 ] [ 0.50021449 0.66247649 0.51176685 0.58616369 0.47400135] [ 0.42043346 0.48035692 0.4696531 0.63996097 0.36347656] [ 0.51890318 0.3605134 0.50941036 0.55025143 0.45307005] [ 0.58861273 0.55564513 0.4941237 0.52240433 0.51234937] [ 0.52370835 0.50945102 0.5832115 0.69254729 0.40824631] [ 0.37760892 0.28253551 0.62240854 0.7019555 0.48201003] [ 0.67093145 0.51975107 0.53655437 0.46903997 0.42665919] [ 0.51578622 0.45275306 0.5085726 0.65557227 0.38560494] [ 0.74954062 0.58665363 0.49537574 0.39617568 0.38560018] [ 0.51008292 0.57172151 0.36473584 0.77154769 0.49437089] [ 0.66169657 0.40245685 0.53197061 0.46166755 0.41767472] [ 0.48402604 0.42589534 0.43465685 0.63549589 0.42963926] [ 0.38284985 0.45848928 0.50749353 0.81132143 0.46554199] [ 0.46317282 0.4009022 0.45418541 0.70267706 0.3378643 ] [ 0.4386537 0.51287497 0.44541149 0.67410774 0.55157303] [ 0.53046044 0.46564742 0.47279623 0.45183224 0.47009491] [ 0.62701803 0.45552615 0.60877206 0.40987797 0.59543492] [ 0.64807422 0.40854685 0.54668621 0.23757818 0.41904017] [ 0.58370024 0.46402448 0.37237385 0.42280212 0.45936545] [ 0.45331812 0.46111036 0.43563049 0.81107908 0.51330117] [ 0.64813976 0.36578655 0.42763244 0.3870385 0.42979076] [ 0.48729505 0.42899069 0.47167112 0.62502434 0.40300508] [ 0.5377141 0.37792433 0.4641225 0.62351509 0.61271051] [ 0.49488961 0.35356957 0.52276676 0.77787132 0.33505109] [ 0.55767158 0.49966095 0.38263206 0.42358791 0.47250227] [ 0.51616045 0.44221528 0.46502008 0.6349583 0.3733367 ] [ 0.59494696 0.5491838 0.48920547 0.7292557 0.38352638] [ 0.39025415 0.46678804 0.54839242 0.63404641 0.46710612] [ 0.422415 0.36440084 0.40908707 0.63892457 0.40606549] [ 0.42484928 0.45111903 0.62307511 0.59945303 0.46596192] [ 0.619626 0.52504867 0.41043735 0.34182008 0.43771714] [ 0.43535326 0.48752681 0.37773839 0.46404076 0.41881041] [ 0.46629695 0.54589535 0.50170604 0.62013834 0.35721219] [ 0.52962766 0.53287604 0.54123052 0.39497102 0.47926406] [ 0.64903195 0.47281451 0.54096167 0.21245437 0.4440905 ] [ 0.7017803 0.49901595 0.63855285 0.32457195 0.3895742 ] [ 0.6798838 0.54421331 0.3315467 0.3824941 0.32378222] [ 0.65189584 0.49770616 0.58012101 0.32825186 0.50577401] [ 0.58890734 0.47708719 0.34582455 0.50940636 0.31884669] [ 0.56996963 0.55452559 0.36408135 0.34806009 0.32077306] [ 0.64941046 0.44790206 0.59009898 0.41697135 0.43875157] [ 0.50097409 0.35283442 0.56061211 0.51767359 0.31276838] [ 0.55804016 0.41879198 0.40863087 0.5569467 0.4671446 ] [ 0.59490386 0.45232099 0.48478126 0.3925037 0.4272682 ] [ 0.47865428 0.51114155 0.5601133 0.73412517 0.45354526] [ 0.30727869 0.32094472 0.60939089 0.68837773 0.40878721] [ 0.34831032 0.48038271 0.47839752 0.69839637 0.51091037] [ 0.46419561 0.60538417 0.5119939 0.56602765 0.49021439] [ 0.63391604 0.52028911 0.52955022 0.29242731 0.49967723] Progress: 4.2% ... Training loss: 0.876 ... Validation loss: 1.330[ 0.45388922 0.50710857 0.58908701 0.74871208 0.41044162] [ 0.52508229 0.51484467 0.44145023 0.43612053 0.39815489] [ 0.52946677 0.56419726 0.40941538 0.75936461 0.47139466] [ 0.57577159 0.64502809 0.3460697 0.75237338 0.36216419] [ 0.72109533 0.49073351 0.5238756 0.39961577 0.33174519] [ 0.56481464 0.46146615 0.41494662 0.57447459 0.31508811] [ 0.58678179 0.50310312 0.55628392 0.62581812 0.50945712] [ 0.32670902 0.42686546 0.59141142 0.75117357 0.52704775] [ 0.5459683 0.55146488 0.40527128 0.73569929 0.50272505] [ 0.46546617 0.61309596 0.38408547 0.51562617 0.41110848] [ 0.44017853 0.47567922 0.6269411 0.61301867 0.53394356] [ 0.47611385 0.51830633 0.52111335 0.47796799 0.55543581] [ 0.3849507 0.43000682 0.50520568 0.85455401 0.50055087] [ 0.48640413 0.53801023 0.51676875 0.56920524 0.37533765] [ 0.45946366 0.38858783 0.53736146 0.64675128 0.35525962] [ 0.54341449 0.49740305 0.40871142 0.64014581 0.40475826] [ 0.55076149 0.3574203 0.37938149 0.46534945 0.4541868 ] [ 0.56536474 0.39831072 0.53701414 0.33489648 0.51856346] [ 0.58472225 0.65055567 0.39938195 0.53778795 0.45000626] [ 0.48766774 0.55102352 0.45029622 0.63505256 0.46903912] [ 0.38866058 0.53382963 0.49370541 0.63818518 0.35001782] [ 0.45048066 0.48417624 0.51131718 0.46639234 0.47314942] [ 0.43085571 0.48962242 0.54624138 0.72288599 0.50573856] [ 0.5781102 0.47810394 0.33700946 0.60356933 0.38028376] [ 0.68637501 0.43090786 0.54996643 0.30472158 0.48279391] [ 0.49942574 0.57955841 0.53569538 0.45919614 0.37796788] [ 0.34032105 0.47061521 0.55359926 0.77379889 0.51175889] [ 0.45783709 0.42235129 0.40528912 0.72985143 0.45709339] [ 0.65462481 0.63423208 0.46141507 0.28546224 0.37130674] [ 0.69197731 0.52716794 0.33111968 0.4358879 0.33593827] [ 0.47002555 0.42522944 0.59198165 0.64688672 0.54637823] [ 0.52086961 0.35919795 0.49475357 0.47637264 0.46949097] [ 0.56874492 0.44651528 0.53795009 0.41601586 0.4025505 ] [ 0.38997286 0.41441746 0.62251489 0.73435056 0.43748448] [ 0.54058507 0.66675471 0.51103898 0.68706658 0.41534584] [ 0.51721712 0.41185142 0.45341356 0.23754281 0.44948255] [ 0.6128985 0.43913972 0.56194715 0.52728613 0.6440934 ] [ 0.71022997 0.53920732 0.4316635 0.62754547 0.39140375] [ 0.46608493 0.56552351 0.45598822 0.62663404 0.47802422] [ 0.53252771 0.51835826 0.32777936 0.65792241 0.35781114] [ 0.5038921 0.49804248 0.52991769 0.76008014 0.43923629] [ 0.48763273 0.48693769 0.45622789 0.41855175 0.50757713] [ 0.62310239 0.51644851 0.47555637 0.52896929 0.3048041 ] [ 0.74814399 0.39188054 0.49912472 0.40122626 0.45581367] [ 0.53156433 0.43038492 0.57264505 0.37596497 0.48602206] [ 0.48311498 0.37789298 0.49287333 0.61554424 0.61043965] [ 0.61540712 0.51611471 0.42615722 0.43236336 0.4046579 ] [ 0.58321439 0.50516046 0.48989476 0.42654328 0.3041082 ] [ 0.7832132 0.47980318 0.58514384 0.17133502 0.39710515] [ 0.55692019 0.52181215 0.47636988 0.34096964 0.48993365] [ 0.44816118 0.45923828 0.57455963 0.70345128 0.48095396] [ 0.62857978 0.46436742 0.51832103 0.37297676 0.37443058] [ 0.63066733 0.33154243 0.39435941 0.25167896 0.361576 ] [ 0.58968407 0.42735673 0.51297623 0.40996121 0.47668758] [ 0.72638202 0.50886806 0.47231524 0.38765337 0.3645476 ] [ 0.32290214 0.42875394 0.48995362 0.80233549 0.42551871] [ 0.55290927 0.46242606 0.4623695 0.61402712 0.36612847] [ 0.58484016 0.51547548 0.39773595 0.57068796 0.30556187] [ 0.54225971 0.50821864 0.36300546 0.57823546 0.36352207] [ 0.47486277 0.46203771 0.55872924 0.64267248 0.38970948] [ 0.43548014 0.42161458 0.54805947 0.62240065 0.56859272] [ 0.69965575 0.48525542 0.54663396 0.48543839 0.50810902] [ 0.37606269 0.51918036 0.53736397 0.54888781 0.42926349] [ 0.37011593 0.50006443 0.55251895 0.88634332 0.50176714] [ 0.54501982 0.37766023 0.62309504 0.53616549 0.31250819] [ 0.54317301 0.24975644 0.53320753 0.386129 0.50219302] [ 0.38743796 0.3364834 0.47749148 0.83600543 0.4316085 ] [ 0.44983159 0.45020018 0.5066874 0.8499632 0.48577729] [ 0.44799469 0.39790468 0.46997314 0.78456599 0.34762522] [ 0.66158195 0.42568421 0.63361949 0.415522 0.48516552] [ 0.57098815 0.51026384 0.5191241 0.40623697 0.48980555] [ 0.62077101 0.42701779 0.50356485 0.29939695 0.43725771] [ 0.43625162 0.49714495 0.52442441 0.78049507 0.47156489] [ 0.45564726 0.37489046 0.65257113 0.61976618 0.50388924] [ 0.39323052 0.47261694 0.56002464 0.64551027 0.43521032] [ 0.68788705 0.49214763 0.56660791 0.20261176 0.37024935] [ 0.5280917 0.49098236 0.53067242 0.66545242 0.39957169] [ 0.49859255 0.43372313 0.43713474 0.66722794 0.30858685] [ 0.56286812 0.58522887 0.32525443 0.72316345 0.37870869] [ 0.34098411 0.33664985 0.33722421 0.86789598 0.38103648] [ 0.54014169 0.58956887 0.36223414 0.52961705 0.46113557] [ 0.53344418 0.53368065 0.50162373 0.5280024 0.47653463] [ 0.62422988 0.57245544 0.51834326 0.38057186 0.45383763] [ 0.43746885 0.53638433 0.56077829 0.57943668 0.54623737] [ 0.51473368 0.49210911 0.53666182 0.42353646 0.54387733] [ 0.66612527 0.50712024 0.60450935 0.36816192 0.47138163] [ 0.63708953 0.5000041 0.41743755 0.43702012 0.46311311] [ 0.63603833 0.40836552 0.52283596 0.35856609 0.45146814] [ 0.59913757 0.55583237 0.38167275 0.46649496 0.28713398] [ 0.51525318 0.40812237 0.52929009 0.56202066 0.40323268] [ 0.52072175 0.66663828 0.3231519 0.63337663 0.3248438 ] [ 0.733258 0.56524088 0.27316218 0.49649238 0.24264814] [ 0.66140418 0.50853607 0.49353152 0.41217277 0.52442006] [ 0.58116183 0.54994453 0.40051533 0.43428279 0.54120906] [ 0.49595347 0.4898835 0.63358459 0.59474271 0.43384149] [ 0.39965504 0.44490641 0.55493027 0.71141636 0.5504358 ] [ 0.62233031 0.39272836 0.45989474 0.32945053 0.46373332] [ 0.65038219 0.5499747 0.38780509 0.53042798 0.33354945] [ 0.65702701 0.45912286 0.57045241 0.25729152 0.46843863] [ 0.42697131 0.50887272 0.46018645 0.77120014 0.45671432] [ 0.34785067 0.37780535 0.47770764 0.82437696 0.41045271] [ 0.74809245 0.43732501 0.44929492 0.29914608 0.3495726 ] [ 0.42123998 0.4467851 0.43381996 0.59300596 0.44625707] [ 0.72168716 0.47486899 0.54719322 0.40001017 0.40379437] [ 0.60062252 0.53148875 0.26098394 0.50207951 0.38135328] [ 0.47016202 0.55129337 0.5481482 0.54903992 0.49789507] [ 0.58517598 0.48697992 0.47990123 0.49401479 0.36042786] [ 0.41651327 0.45123665 0.46311669 0.8070308 0.43038792] [ 0.67237237 0.51669038 0.48511951 0.40404737 0.3802563 ] [ 0.67719806 0.40772838 0.49201739 0.44738315 0.39786193] [ 0.54324818 0.51967133 0.51821752 0.49059445 0.32066471] [ 0.49990048 0.50062219 0.54794317 0.64366698 0.33371283] [ 0.69622978 0.45207978 0.64782296 0.22276565 0.40922826] [ 0.42164864 0.43353705 0.62990597 0.63483128 0.37903851] [ 0.56563044 0.49618201 0.42091689 0.79517657 0.30482072] [ 0.42706709 0.43480598 0.70241581 0.61986433 0.47949664] [ 0.69175593 0.41440905 0.39515913 0.25920337 0.36491882] [ 0.57483343 0.46945994 0.42682322 0.56719364 0.3238129 ] [ 0.59601797 0.48836884 0.60782144 0.28910374 0.46706583] [ 0.48718254 0.52676356 0.45118806 0.59985111 0.50922868] [ 0.60301602 0.62256674 0.4016939 0.59380138 0.36550754] [ 0.49131449 0.45451312 0.56585716 0.71246056 0.34499039] [ 0.64360607 0.51949212 0.32286431 0.4478912 0.38792747] [ 0.50425561 0.47043187 0.48616528 0.70269963 0.371893 ] [ 0.48044438 0.26296368 0.45149729 0.73550435 0.51176749] [ 0.68503664 0.61962234 0.43348873 0.37902331 0.36209333] [ 0.53932211 0.42054704 0.65073822 0.62991096 0.37405876] [ 0.64991842 0.4790853 0.35575288 0.41903976 0.36298425] Progress: 4.3% ... Training loss: 0.875 ... Validation loss: 1.328[ 0.65093941 0.40703762 0.54682968 0.23651081 0.41847697] [ 0.42059597 0.44961469 0.54065424 0.83376725 0.39649577] [ 0.4718061 0.45204204 0.33271623 0.80381566 0.50501822] [ 0.68433148 0.43465998 0.54160385 0.19379122 0.39976617] [ 0.52826836 0.52468894 0.56359756 0.56035961 0.47087948] [ 0.45886045 0.46721578 0.53496905 0.53352534 0.52689817] [ 0.68188556 0.57441823 0.54531636 0.31337033 0.42589426] [ 0.51037244 0.37508435 0.51187385 0.50171352 0.45857706] [ 0.62932575 0.62350581 0.42478441 0.67436266 0.51094102] [ 0.49939793 0.65746677 0.62323361 0.57529562 0.51030664] [ 0.66253263 0.52539715 0.56397813 0.38868075 0.48750272] [ 0.52595504 0.45267571 0.56081755 0.68353266 0.33898284] [ 0.61899823 0.50219161 0.47271838 0.43078696 0.35528364] [ 0.62769237 0.45268803 0.41936736 0.51741729 0.55613043] [ 0.43486106 0.54036654 0.44550558 0.64082466 0.39911333] [ 0.63584424 0.49116198 0.56175727 0.33761537 0.47414427] [ 0.60334921 0.54464046 0.36131861 0.44913455 0.30657427] [ 0.54185521 0.46535169 0.63276509 0.40989358 0.46121383] [ 0.34349183 0.54355105 0.4606051 0.61741147 0.42738533] [ 0.61624 0.53070701 0.51526436 0.51108271 0.5309693 ] [ 0.64963599 0.60973407 0.37149753 0.5344238 0.4057425 ] [ 0.38536667 0.49670889 0.38354472 0.69944123 0.38593135] [ 0.35690716 0.3897409 0.55630941 0.68854316 0.56542202] [ 0.64122072 0.46311656 0.54124504 0.48040525 0.37102009] [ 0.43960197 0.47595233 0.62691652 0.613262 0.53404789] [ 0.6925203 0.60530297 0.35122791 0.56808147 0.34740945] [ 0.40734786 0.4583553 0.44505744 0.88040797 0.41542375] [ 0.3336589 0.43139707 0.45123689 0.86255188 0.4639589 ] [ 0.60504858 0.56815589 0.37463386 0.55713059 0.37640324] [ 0.55544874 0.53243426 0.49869081 0.28100789 0.5003966 ] [ 0.54116494 0.50468612 0.44658073 0.48339951 0.43032625] [ 0.48163203 0.61164073 0.53243712 0.70817199 0.46006849] [ 0.64418533 0.52582033 0.49824998 0.40461169 0.4596506 ] [ 0.43689178 0.4776326 0.45581602 0.73907325 0.49354131] [ 0.4450786 0.536312 0.32445833 0.78187945 0.51690599] [ 0.56108752 0.52288392 0.47315584 0.3602941 0.47535345] [ 0.54780998 0.46238463 0.45841584 0.49423055 0.44072852] [ 0.50998665 0.46394725 0.47058842 0.40853636 0.39972198] [ 0.37378727 0.48449705 0.48584155 0.7568196 0.42179767] [ 0.54290782 0.37282629 0.44018768 0.53491991 0.44890116] [ 0.51543335 0.4185379 0.57438259 0.69898652 0.4075499 ] [ 0.54314773 0.41523975 0.53732432 0.36077471 0.49173249] [ 0.51214127 0.58705704 0.50269529 0.59543611 0.47260234] [ 0.68258077 0.51239425 0.50494325 0.52712093 0.52112979] [ 0.45486842 0.4479279 0.45414658 0.86197547 0.44568036] [ 0.64356848 0.56749152 0.47410076 0.38248915 0.51659541] [ 0.64649968 0.51508867 0.41870112 0.37508363 0.38801544] [ 0.60167826 0.43298473 0.54265383 0.28338954 0.38445654] [ 0.6901978 0.48051955 0.4114302 0.51875912 0.44741452] [ 0.53310554 0.45892898 0.53513187 0.40057537 0.54795714] [ 0.64445094 0.46161033 0.53400853 0.57919557 0.4433232 ] [ 0.45869325 0.38428209 0.45344568 0.7188659 0.30873077] [ 0.67441626 0.54701772 0.55450822 0.50677079 0.39539021] [ 0.46455151 0.50196156 0.37537662 0.70108317 0.46823451] [ 0.6573176 0.63848404 0.38080403 0.43771402 0.32490088] [ 0.56345337 0.47002431 0.44679229 0.37601257 0.39624627] [ 0.51223876 0.62870707 0.38573394 0.68140782 0.4796082 ] [ 0.57049307 0.47572708 0.39733261 0.53449759 0.34498945] [ 0.53593763 0.44363852 0.56494378 0.42518175 0.38605749] [ 0.53250417 0.49107325 0.45648253 0.49588572 0.47657982] [ 0.4127645 0.52658454 0.47419163 0.58737346 0.41741349] [ 0.39703588 0.59078515 0.42421338 0.82453676 0.51079336] [ 0.52951666 0.37670712 0.57557473 0.53236756 0.48975183] [ 0.65787563 0.46362005 0.5088741 0.30221418 0.44211641] [ 0.49638356 0.42948945 0.50933176 0.34887915 0.42671423] [ 0.38471319 0.55398924 0.39060408 0.75889327 0.45048959] [ 0.40431157 0.4658355 0.51728653 0.62290276 0.52420152] [ 0.59463162 0.55693241 0.48798188 0.43707455 0.37694401] [ 0.66493101 0.43274155 0.5397662 0.42970179 0.49755481] [ 0.64651757 0.54085508 0.37629424 0.49313208 0.41860205] [ 0.59989127 0.40624926 0.56117382 0.24918594 0.5728953 ] [ 0.65174903 0.38913438 0.52065056 0.32377721 0.51672472] [ 0.3998952 0.36849776 0.51011558 0.76555509 0.55549225] [ 0.69151521 0.60622109 0.58890317 0.33256504 0.43253235] [ 0.59871407 0.52965414 0.44377771 0.34380714 0.44830796] [ 0.65108994 0.46774823 0.38685548 0.40352429 0.31846274] [ 0.65510211 0.46183281 0.4136624 0.41326252 0.46974149] [ 0.52462442 0.57890502 0.51551182 0.59751947 0.41789405] [ 0.5650054 0.43064148 0.58278639 0.42189537 0.49032894] [ 0.30176914 0.32360479 0.60911689 0.69090221 0.40990808] [ 0.5892537 0.65044331 0.39045076 0.65574567 0.47235024] [ 0.65976008 0.43896704 0.66727596 0.39604473 0.45662422] [ 0.65104332 0.47743077 0.35920435 0.25806047 0.31507454] [ 0.50401016 0.35744339 0.5391853 0.64997149 0.34648004] [ 0.36231002 0.36285643 0.64638293 0.71259084 0.47203622] [ 0.26871946 0.38481502 0.47904991 0.83094005 0.46358601] [ 0.52447454 0.41728795 0.48256951 0.70941525 0.27613753] [ 0.62336365 0.38557076 0.54912647 0.41835509 0.35156439] [ 0.55415532 0.34684327 0.62193838 0.50976368 0.42422543] [ 0.58153256 0.57881216 0.35295387 0.42115817 0.46405237] [ 0.51932712 0.46010307 0.38998061 0.7187262 0.45927816] [ 0.68376173 0.57237972 0.35126076 0.45219026 0.34695709] [ 0.47046626 0.38434177 0.50286919 0.69668126 0.41342318] [ 0.51149853 0.56407509 0.42524354 0.80981869 0.44779248] [ 0.52792665 0.48477038 0.52043387 0.73226054 0.40322572] [ 0.4741326 0.41776006 0.37763706 0.58679417 0.36849037] [ 0.56694941 0.4708274 0.62841809 0.42682171 0.43311756] [ 0.40548235 0.41897992 0.53835792 0.68885006 0.48729511] [ 0.60331506 0.56306782 0.51195209 0.33568943 0.44104845] [ 0.58812633 0.33027541 0.54387793 0.26911039 0.39329918] [ 0.56147718 0.52745894 0.44563268 0.3856144 0.39871256] [ 0.56144339 0.4073882 0.63937097 0.38911325 0.58992604] [ 0.61372244 0.36951014 0.57473305 0.23157842 0.51499806] [ 0.6345457 0.48973037 0.4890001 0.57898957 0.27751961] [ 0.75022679 0.53739581 0.45501539 0.57685245 0.34361539] [ 0.31307661 0.29581435 0.48988314 0.79786185 0.40542727] [ 0.65832414 0.39223823 0.44982691 0.19885971 0.42146804] [ 0.69083225 0.34855011 0.46247134 0.3283675 0.40346316] [ 0.34969886 0.41277999 0.55162337 0.62384175 0.48331505] [ 0.4102524 0.47139016 0.4424959 0.75184892 0.38897131] [ 0.4158507 0.48746335 0.34446181 0.82531759 0.38924403] [ 0.33915287 0.4576745 0.56864821 0.75130683 0.4059133 ] [ 0.74144899 0.44076303 0.45325041 0.25262438 0.32573531] [ 0.54572709 0.50299946 0.53532463 0.59113161 0.45786056] [ 0.33595449 0.47013977 0.54494456 0.83649821 0.55044039] [ 0.55494504 0.60299763 0.2914839 0.65670915 0.28933776] [ 0.57767503 0.47737011 0.50177405 0.71071932 0.36032065] [ 0.65210361 0.50948152 0.37941687 0.51006723 0.32708932] [ 0.50446023 0.46008407 0.52582856 0.65781225 0.47501776] [ 0.38695349 0.41567803 0.47657198 0.78314962 0.32111086] [ 0.47848359 0.41161231 0.44561396 0.62591331 0.39999182] [ 0.47340976 0.42422925 0.52143117 0.61339076 0.3599999 ] [ 0.52951666 0.37670712 0.57557473 0.53236756 0.48975183] [ 0.59449429 0.42565221 0.52934242 0.38326888 0.48864531] [ 0.43665568 0.48558655 0.45201766 0.70801533 0.34274279] [ 0.52501556 0.51486776 0.44144703 0.43616903 0.39815803] [ 0.40539658 0.55004343 0.5624435 0.69616062 0.46843322] [ 0.55833723 0.48375956 0.59484298 0.43234055 0.45071387] Progress: 4.3% ... Training loss: 0.873 ... Validation loss: 1.325[ 0.48799423 0.5879019 0.48926131 0.66495064 0.51911331] [ 0.58168813 0.48449429 0.47272264 0.53997242 0.4122477 ] [ 0.45031885 0.47863154 0.58999991 0.53785314 0.39582391] [ 0.69753753 0.44366735 0.61596465 0.29861704 0.53503802] [ 0.55629355 0.5838545 0.48023437 0.67612099 0.44182202] [ 0.67967782 0.69836711 0.52067106 0.54054017 0.37618156] [ 0.62361358 0.4613322 0.51601507 0.43480582 0.46528381] [ 0.63319999 0.51496701 0.62155864 0.31409647 0.43802624] [ 0.59779518 0.39977304 0.50120212 0.51436584 0.40319392] [ 0.70880933 0.50332245 0.35198259 0.31629447 0.39583251] [ 0.60716117 0.52156022 0.45535563 0.58425638 0.3283407 ] [ 0.47836711 0.51615777 0.35981621 0.64052678 0.52096722] [ 0.49670247 0.47499245 0.48202847 0.46247812 0.42736801] [ 0.71376861 0.4975561 0.38309134 0.44517288 0.36985919] [ 0.26686442 0.48102051 0.56028816 0.74845098 0.5942502 ] [ 0.44714802 0.49395867 0.51534795 0.60116263 0.53385155] [ 0.3599601 0.43468389 0.45530173 0.7593378 0.3745992 ] [ 0.56599534 0.34288184 0.51327692 0.46104663 0.46374782] [ 0.6487168 0.40482489 0.52070598 0.29075679 0.35749209] [ 0.41883866 0.44793901 0.43370876 0.59406487 0.44668706] [ 0.37401178 0.34654308 0.45548296 0.60723801 0.53520489] [ 0.35489956 0.48439341 0.49195429 0.78511561 0.41307193] [ 0.52477795 0.47024424 0.60975451 0.51599532 0.43169114] [ 0.54657723 0.35739211 0.65480473 0.45806779 0.32979579] [ 0.71601936 0.57607561 0.47580229 0.4184275 0.44199645] [ 0.61624923 0.49802523 0.4343151 0.56838266 0.38126932] [ 0.52083628 0.46301389 0.43714065 0.42295297 0.4926533 ] [ 0.65702665 0.51570321 0.42589194 0.59420655 0.38183918] [ 0.47652885 0.3630826 0.49181729 0.46631171 0.43658574] [ 0.4988933 0.45130552 0.45269602 0.65314356 0.32450445] [ 0.41022943 0.36682449 0.62452104 0.56937184 0.48767369] [ 0.54089853 0.35877335 0.40952368 0.46137204 0.45539204] [ 0.44773258 0.52411893 0.51869726 0.75797409 0.58626891] [ 0.53643224 0.46707051 0.28911273 0.68963286 0.42377249] [ 0.60109272 0.6386058 0.55759284 0.47658282 0.46360544] [ 0.57884003 0.52012469 0.51690539 0.34748284 0.40003592] [ 0.44232097 0.59098185 0.51185321 0.51545687 0.49894953] [ 0.43309131 0.42839257 0.49098209 0.82230627 0.46199997] [ 0.61405016 0.57637002 0.635625 0.60166273 0.38902523] [ 0.53464222 0.53501877 0.34529397 0.77612704 0.40644101] [ 0.62364239 0.49206291 0.51793791 0.20671951 0.48248824] [ 0.53354918 0.54566809 0.27489033 0.70861686 0.41719706] [ 0.32123938 0.44838888 0.63602796 0.65106144 0.51926503] [ 0.64752094 0.35570379 0.46146443 0.33209042 0.40964143] [ 0.6923704 0.63070632 0.36584303 0.57562274 0.46088008] [ 0.53910113 0.47640858 0.53279923 0.46431345 0.55210959] [ 0.544553 0.54380543 0.36506555 0.56979869 0.33800659] [ 0.67200121 0.46744161 0.50284263 0.26132898 0.33527217] [ 0.67537283 0.38806938 0.50347825 0.27601137 0.39143464] [ 0.37617724 0.47391206 0.49557911 0.85342266 0.38636291] [ 0.47531583 0.51120134 0.60298492 0.70607713 0.35682889] [ 0.56137837 0.35627754 0.4730005 0.46274581 0.32382961] [ 0.32777365 0.42629734 0.5885664 0.7925713 0.59057261] [ 0.55758516 0.44267037 0.45405813 0.50734748 0.31207883] [ 0.49972444 0.41911945 0.60643129 0.4121203 0.42049808] [ 0.3880569 0.37880913 0.63815018 0.74384339 0.55808569] [ 0.42018778 0.4564693 0.46601765 0.54357032 0.60319837] [ 0.55553439 0.63270725 0.5423577 0.62266943 0.42398282] [ 0.60624998 0.46819005 0.40052065 0.49955647 0.49153819] [ 0.57731941 0.4923762 0.53041751 0.52587825 0.41122041] [ 0.63682841 0.40929794 0.66948407 0.30379705 0.46455703] [ 0.69430345 0.56283231 0.44620609 0.57812214 0.46175361] [ 0.74608055 0.57864886 0.57084186 0.3697628 0.45685071] [ 0.46871069 0.4865303 0.54542376 0.78768249 0.40324794] [ 0.31330003 0.47687803 0.47899821 0.81713235 0.49006287] [ 0.5605292 0.63751584 0.61097071 0.64009375 0.40430538] [ 0.37653656 0.32402969 0.47329037 0.84124693 0.40490213] [ 0.48392805 0.52149688 0.48748986 0.65862521 0.41679433] [ 0.49471356 0.42402298 0.58097594 0.65800607 0.40278786] [ 0.56058565 0.49821044 0.37780646 0.47707489 0.485044 ] [ 0.59936503 0.45335207 0.5359766 0.3531588 0.51835227] [ 0.50874272 0.49401315 0.56053067 0.44282031 0.40266485] [ 0.56200908 0.49972209 0.45735318 0.58764893 0.47434262] [ 0.52397625 0.50631016 0.45116327 0.50805405 0.41906244] [ 0.66755041 0.47132063 0.44041246 0.43931771 0.59579667] [ 0.64044457 0.67716569 0.46709942 0.46425495 0.42039823] [ 0.42996368 0.3748685 0.49135469 0.45728392 0.5084087 ] [ 0.53108103 0.49495737 0.53616172 0.46433376 0.41459019] [ 0.5667999 0.45487814 0.482273 0.50106742 0.37843197] [ 0.37187224 0.19922145 0.60083666 0.73751365 0.51476964] [ 0.46947649 0.40202542 0.53681803 0.67997793 0.3385016 ] [ 0.52511186 0.50435197 0.50576016 0.59316935 0.35087536] [ 0.54803274 0.5475087 0.65746652 0.43337055 0.39404751] [ 0.49669464 0.60820431 0.57642318 0.58069894 0.4575175 ] [ 0.50385845 0.35039987 0.39259091 0.76681086 0.3473547 ] [ 0.56264899 0.48133594 0.48167031 0.49547141 0.39638439] [ 0.64706611 0.43074197 0.39276973 0.3796509 0.34599273] [ 0.5048163 0.56634965 0.56440607 0.4796303 0.39702036] [ 0.47001291 0.37177517 0.46346785 0.70545052 0.3149737 ] [ 0.60563728 0.52336128 0.47479208 0.48809856 0.3700831 ] [ 0.66300682 0.56593075 0.49285892 0.51586973 0.43170528] [ 0.57033578 0.46591254 0.54886892 0.48713212 0.54133548] [ 0.64581231 0.55106353 0.4986585 0.52738942 0.37817212] [ 0.51141062 0.46329472 0.56795952 0.45449623 0.50555616] [ 0.57786022 0.49322574 0.59695749 0.51919849 0.43814194] [ 0.47276974 0.58641312 0.56996004 0.56087549 0.47999557] [ 0.61262083 0.4730516 0.47580629 0.25113496 0.38266431] [ 0.50089818 0.31331307 0.56982494 0.59325844 0.53415089] [ 0.53522475 0.58722444 0.37396325 0.63151845 0.3027156 ] [ 0.59057907 0.45810844 0.44204919 0.41747917 0.45103681] [ 0.60203873 0.39093876 0.5299435 0.39405849 0.39871855] [ 0.30831804 0.38718253 0.45756367 0.84972276 0.43320979] [ 0.53502456 0.48291434 0.52062492 0.40263184 0.40646659] [ 0.62677817 0.56598627 0.59719448 0.50880054 0.35534842] [ 0.60894865 0.43184063 0.58768801 0.24196315 0.35004123] [ 0.51343713 0.51972082 0.34684005 0.51795446 0.44450685] [ 0.56676709 0.4337442 0.52558791 0.31714415 0.52564416] [ 0.40298744 0.3925515 0.44618353 0.73725327 0.37263822] [ 0.57956557 0.47366836 0.49497506 0.46794489 0.39992403] [ 0.58141431 0.42460689 0.58887603 0.44464835 0.45019096] [ 0.46859154 0.42590398 0.59191707 0.64748787 0.54663348] [ 0.48571712 0.48304116 0.32900724 0.74653257 0.37074035] [ 0.47988332 0.40756993 0.50164892 0.60611641 0.3672299 ] [ 0.44367321 0.38357773 0.52460551 0.73117008 0.34157821] [ 0.5701683 0.46091281 0.6333715 0.36060215 0.54566921] [ 0.49308227 0.54027978 0.44937719 0.53765354 0.37734135] [ 0.42596275 0.37875112 0.36151379 0.76979212 0.37617496] [ 0.42581549 0.44560873 0.51779678 0.5927033 0.3853157 ] [ 0.55739669 0.53004616 0.59575377 0.5176504 0.36188816] [ 0.45765743 0.59789215 0.55944443 0.70696986 0.47227202] [ 0.49111482 0.49201958 0.47972624 0.60375142 0.41044345] [ 0.71583652 0.58580023 0.58098429 0.25931405 0.53062169] [ 0.56227729 0.35947315 0.42469623 0.72122705 0.41261412] [ 0.55037991 0.50598165 0.36356532 0.62229642 0.50932589] [ 0.63550649 0.49227655 0.45329483 0.36260176 0.41354486] [ 0.61475857 0.49145977 0.54276668 0.2746526 0.47422986] [ 0.45316531 0.58809618 0.52417254 0.61028609 0.33952872] [ 0.59673555 0.57876019 0.50384058 0.44657666 0.48329342] Progress: 4.4% ... Training loss: 0.871 ... Validation loss: 1.328[ 0.40753922 0.42935374 0.50235775 0.73246048 0.36224518] [ 0.4956123 0.59837885 0.49973627 0.75358569 0.49460945] [ 0.49439549 0.53073538 0.47061031 0.37083247 0.44001194] [ 0.57707455 0.62428972 0.48103675 0.49885422 0.3607315 ] [ 0.67941124 0.5581761 0.45755856 0.57054663 0.33284754] [ 0.50379054 0.51991285 0.55363178 0.51526281 0.38485799] [ 0.45137371 0.39731175 0.5638827 0.65738429 0.44161919] [ 0.75558414 0.38663308 0.54247291 0.31588333 0.34729357] [ 0.43635473 0.39207675 0.59581402 0.40628823 0.5677058 ] [ 0.42200868 0.38085201 0.51607049 0.79755804 0.40982309] [ 0.60852187 0.44719613 0.44423315 0.45246003 0.50791699] [ 0.53873812 0.55193888 0.42039691 0.50746043 0.40740477] [ 0.31177852 0.35302431 0.56214947 0.71504305 0.60845987] [ 0.59116078 0.5451647 0.66662928 0.34750762 0.55979103] [ 0.5453035 0.41707487 0.44451377 0.5309316 0.51798248] [ 0.46954014 0.46353233 0.61728159 0.68098464 0.63273422] [ 0.59149425 0.50604383 0.50385335 0.38096379 0.51039684] [ 0.61610048 0.56189256 0.49189443 0.51354924 0.43117203] [ 0.32972578 0.4253643 0.58042377 0.81917553 0.33826594] [ 0.5703568 0.51188209 0.44392352 0.45789139 0.44883293] [ 0.5575696 0.37074652 0.42779696 0.66198924 0.30289241] [ 0.59508165 0.38746169 0.55140929 0.44826977 0.53034075] [ 0.45350055 0.48429825 0.48654652 0.48437523 0.42419746] [ 0.61104096 0.43757341 0.63731349 0.18859105 0.55253413] [ 0.58209868 0.60945926 0.48377598 0.53860717 0.37632706] [ 0.62301755 0.5644466 0.42337747 0.36856529 0.44271833] [ 0.6057593 0.50518306 0.41140497 0.4464257 0.34598556] [ 0.53895495 0.39132753 0.60300157 0.40349976 0.5310545 ] [ 0.37125038 0.5215781 0.53713226 0.55110658 0.43016781] [ 0.6225123 0.6260955 0.36534422 0.29990851 0.3867733 ] [ 0.63044921 0.55165693 0.46661247 0.31480248 0.45435843] [ 0.29389039 0.43865896 0.61978937 0.77014933 0.67457735] [ 0.71965773 0.55554676 0.56231581 0.35026455 0.38708964] [ 0.51776028 0.4983078 0.31672496 0.53455819 0.2632171 ] [ 0.62290006 0.60435916 0.43721848 0.47823235 0.34011817] [ 0.36684206 0.34364322 0.4040543 0.8915448 0.3518547 ] [ 0.52664671 0.57025595 0.49389742 0.46893371 0.43209129] [ 0.61141778 0.41358195 0.60247972 0.30418493 0.55354975] [ 0.32147576 0.31508854 0.66084322 0.78358104 0.63050936] [ 0.47032312 0.48382518 0.43526248 0.62849182 0.46072152] [ 0.33793071 0.29106449 0.45533397 0.68458901 0.46664608] [ 0.52077071 0.36855964 0.6250522 0.53661893 0.35768357] [ 0.51202409 0.58089552 0.50584112 0.49391714 0.47392139] [ 0.2794325 0.31099021 0.40100251 0.83905638 0.45154857] [ 0.45495866 0.53657988 0.48714201 0.59156179 0.40097515] [ 0.4700675 0.45447224 0.52360786 0.63902912 0.37450674] [ 0.60856352 0.63712798 0.36775325 0.71738206 0.34179576] [ 0.46605529 0.35555887 0.49879057 0.46906621 0.48934528] [ 0.67065351 0.54015561 0.55020083 0.3277546 0.53180776] [ 0.4519886 0.40837591 0.5607403 0.61180005 0.41603303] [ 0.61412665 0.47765819 0.41107414 0.50121569 0.55836528] [ 0.64660543 0.49826625 0.49153915 0.42630426 0.4406145 ] [ 0.537467 0.52007284 0.30465211 0.64764119 0.45104815] [ 0.57612142 0.47361507 0.42733609 0.45549099 0.38406136] [ 0.41799415 0.4390145 0.49165299 0.83512708 0.30944908] [ 0.62158918 0.45056153 0.42281572 0.55425595 0.46217327] [ 0.44507472 0.37523855 0.62178095 0.45211435 0.42822863] [ 0.49154403 0.48159061 0.50194804 0.52778161 0.48175284] [ 0.57798905 0.51144915 0.35929416 0.52647107 0.48368915] [ 0.48301754 0.27608568 0.57349718 0.70916467 0.45052496] [ 0.67036793 0.39015115 0.42093174 0.37475061 0.3776004 ] [ 0.47394356 0.48826784 0.51260136 0.50728386 0.44161301] [ 0.46272617 0.47084891 0.35376034 0.5449092 0.43456316] [ 0.4832101 0.52452895 0.5146539 0.75802149 0.56896082] [ 0.53056696 0.51032685 0.45926211 0.49258579 0.50854742] [ 0.43163268 0.48221767 0.55456979 0.59973196 0.43658067] [ 0.47319028 0.44976008 0.47732216 0.67215876 0.32859149] [ 0.62550161 0.49192392 0.4540312 0.54283528 0.48651283] [ 0.38543653 0.40275529 0.60552409 0.78660521 0.4466865 ] [ 0.6629399 0.40524609 0.48778221 0.33793849 0.46043328] [ 0.44146728 0.4406355 0.37990916 0.68232213 0.40334065] [ 0.48125094 0.57661627 0.389633 0.81466758 0.46333803] [ 0.47136672 0.47970596 0.5184715 0.68421101 0.36736304] [ 0.58420036 0.48788302 0.52033885 0.52498093 0.45888694] [ 0.5804438 0.37495985 0.4261281 0.44661525 0.4116029 ] [ 0.3544769 0.50124266 0.48161281 0.78054705 0.42263337] [ 0.6585225 0.45900251 0.6134836 0.21238073 0.50540249] [ 0.54539336 0.3216906 0.57812448 0.26791997 0.52790914] [ 0.56785741 0.42967172 0.37050303 0.55826895 0.51455883] [ 0.71083846 0.55280437 0.52634739 0.2391131 0.40545872] [ 0.50692482 0.48010297 0.39359187 0.71138388 0.44459464] [ 0.4882695 0.41427081 0.45327898 0.8282022 0.42379425] [ 0.67655776 0.56434046 0.57555145 0.30269348 0.4871437 ] [ 0.34999005 0.37218742 0.4211886 0.69296462 0.44895767] [ 0.50111638 0.4553516 0.67534901 0.66650032 0.5591209 ] [ 0.4057272 0.4196957 0.54460794 0.77868353 0.4728316 ] [ 0.54307173 0.50363949 0.41035301 0.58146938 0.3984284 ] [ 0.64819989 0.30053396 0.49602781 0.44403727 0.39138342] [ 0.4368164 0.5659582 0.63546495 0.60448587 0.560672 ] [ 0.56441391 0.48971979 0.56124622 0.47279139 0.50533431] [ 0.61694806 0.50884584 0.55893213 0.41456324 0.33609725] [ 0.45945452 0.53619144 0.57746086 0.77480007 0.44987535] [ 0.40326908 0.43395362 0.40913661 0.79988166 0.41566251] [ 0.51392188 0.35534396 0.44772786 0.57272472 0.44077002] [ 0.44838564 0.49211716 0.43082701 0.4679837 0.45997892] [ 0.67987773 0.56154495 0.55842518 0.43938181 0.43763176] [ 0.66538252 0.54490731 0.37911492 0.42508743 0.35747685] [ 0.67572541 0.62297351 0.45383788 0.46371141 0.47826036] [ 0.50677376 0.57701631 0.53941356 0.53110519 0.37565137] [ 0.43204274 0.29434011 0.55686943 0.69079325 0.46140866] [ 0.47001357 0.46430157 0.68543953 0.72817795 0.42048387] [ 0.57853534 0.45756007 0.5490521 0.5794029 0.46404097] [ 0.45487268 0.42106219 0.50897506 0.38082111 0.50554722] [ 0.56567263 0.39064474 0.54959672 0.67670245 0.3210646 ] [ 0.72044571 0.53232874 0.52968268 0.50000645 0.40342052] [ 0.64252837 0.51996256 0.32282611 0.44821167 0.38808947] [ 0.69668347 0.57544536 0.46662615 0.41662276 0.4243025 ] [ 0.69425374 0.46836303 0.45575473 0.31761962 0.35261659] [ 0.64438515 0.50048742 0.47820493 0.34910344 0.39987886] [ 0.58460663 0.47925453 0.51443968 0.46355975 0.38586058] [ 0.4579898 0.48828204 0.53626241 0.60938816 0.48988791] [ 0.30394937 0.4533586 0.4794284 0.84400532 0.4687484 ] [ 0.47153682 0.36370358 0.54347957 0.62466817 0.31390719] [ 0.64112981 0.58830135 0.43681272 0.40499666 0.43213711] [ 0.56237702 0.43506181 0.53322128 0.57068466 0.41951603] [ 0.46708303 0.35895242 0.44865771 0.7320253 0.44585322] [ 0.41869239 0.51413751 0.4896614 0.8098727 0.44112137] [ 0.46247403 0.47228493 0.60903027 0.50516536 0.40703327] [ 0.54296697 0.59543649 0.40653855 0.46132066 0.47725889] [ 0.3637888 0.45049584 0.46919733 0.62093077 0.51440305] [ 0.58265678 0.41327357 0.49751176 0.64157443 0.24432127] [ 0.62360063 0.46624457 0.45146736 0.37469977 0.51474329] [ 0.53787677 0.52161966 0.56126389 0.62976408 0.47928457] [ 0.66922816 0.5432733 0.56730808 0.56036666 0.3923964 ] [ 0.49960484 0.43039236 0.52926019 0.44502874 0.39982916] [ 0.46356821 0.42755184 0.5119395 0.67660401 0.32637943] [ 0.47637414 0.6300993 0.38142744 0.79588991 0.32449084] [ 0.44202942 0.42436091 0.53798616 0.49387231 0.49136674] Progress: 4.5% ... Training loss: 0.869 ... Validation loss: 1.330[ 0.6268715 0.35171474 0.56483079 0.43074326 0.44598425] [ 0.60364915 0.40698106 0.62532854 0.3797659 0.4040735 ] [ 0.63355027 0.51399019 0.65678819 0.26710556 0.53139749] [ 0.39249808 0.41810374 0.52865626 0.82263173 0.53493531] [ 0.47796861 0.34329428 0.52198246 0.66043804 0.29891165] [ 0.5192087 0.58802503 0.6635852 0.58915718 0.50579022] [ 0.46612292 0.43048858 0.64826088 0.42831121 0.44497371] [ 0.50017464 0.40836081 0.53312474 0.65214233 0.29774215] [ 0.494409 0.44457386 0.56728276 0.66450484 0.38031171] [ 0.62908013 0.57145477 0.41073379 0.4761544 0.44384726] [ 0.47662669 0.51801611 0.52113971 0.47763513 0.55532264] [ 0.61705697 0.56468359 0.5009221 0.48034221 0.35376271] [ 0.44015377 0.39974559 0.45454105 0.53560477 0.35403294] [ 0.60112153 0.4464033 0.61613005 0.2708376 0.41029282] [ 0.51668101 0.49857056 0.39452473 0.48834976 0.47726079] [ 0.51985538 0.60519577 0.59695995 0.5437126 0.44880866] [ 0.49862358 0.50814299 0.41531994 0.55070062 0.54175365] [ 0.42012667 0.51600725 0.40121893 0.64984828 0.48575654] [ 0.55577263 0.39717403 0.60397583 0.49705515 0.42192302] [ 0.59492443 0.57689049 0.40415257 0.47706362 0.37431527] [ 0.51016793 0.46967302 0.5449812 0.6697345 0.37769637] [ 0.61410584 0.53211445 0.37885045 0.49236528 0.30534661] [ 0.38824018 0.46169578 0.43938788 0.86158879 0.37918789] [ 0.44464959 0.35668575 0.64801638 0.65542343 0.30152656] [ 0.47819138 0.46494788 0.58772515 0.72101101 0.35712074] [ 0.4894404 0.47431719 0.43035718 0.74843557 0.33297243] [ 0.63699322 0.54115242 0.52979979 0.43785554 0.43428199] [ 0.65036866 0.5517345 0.48002295 0.3556274 0.54117045] [ 0.49238009 0.56911354 0.40217233 0.76438745 0.33466522] [ 0.26778347 0.5047985 0.51194846 0.87215794 0.61549405] [ 0.52956176 0.53283111 0.54123341 0.39493722 0.47922669] [ 0.50038119 0.38302707 0.48094504 0.58247084 0.33687208] [ 0.55377409 0.5405334 0.3270891 0.66440262 0.41744915] [ 0.51383616 0.42425603 0.49399129 0.38684459 0.49460972] [ 0.45107993 0.38112337 0.50438391 0.75653441 0.34344942] [ 0.5565929 0.42838903 0.45924575 0.61336998 0.30577926] [ 0.43633735 0.5290636 0.53260417 0.69928795 0.45804986] [ 0.68344225 0.59802552 0.33902262 0.47026633 0.4295568 ] [ 0.4441919 0.47356209 0.54583716 0.33555082 0.63777841] [ 0.67448225 0.47586467 0.4037256 0.48608105 0.4233358 ] [ 0.44250034 0.41286621 0.44562245 0.74395489 0.41887296] [ 0.38822894 0.37381224 0.57450218 0.62486272 0.43341853] [ 0.5229244 0.49592615 0.43313314 0.52046828 0.49072626] [ 0.54455836 0.54378574 0.36506705 0.56964306 0.33800543] [ 0.66750398 0.47937488 0.52543646 0.32234769 0.51150488] [ 0.55640504 0.37270453 0.42021773 0.56239283 0.48730475] [ 0.59347187 0.41780721 0.5880147 0.33308014 0.4804628 ] [ 0.64538681 0.4955901 0.44727909 0.25113439 0.41006341] [ 0.64814077 0.47240831 0.52566264 0.41675561 0.41941726] [ 0.39463562 0.433295 0.59199194 0.69034486 0.51192778] [ 0.46641881 0.54682092 0.38556061 0.63904771 0.52976479] [ 0.4560822 0.41501529 0.59800887 0.66411918 0.4594327 ] [ 0.4581104 0.38712519 0.36405588 0.76898695 0.29951904] [ 0.55534038 0.58932634 0.37597379 0.66598711 0.31811969] [ 0.35779031 0.52751751 0.42301157 0.77668777 0.42741316] [ 0.53472498 0.43158765 0.45195927 0.78067709 0.4572903 ] [ 0.56285536 0.47724002 0.36327288 0.72597662 0.42867091] [ 0.37473436 0.38684173 0.62089534 0.81263881 0.53581179] [ 0.56716589 0.53011497 0.46729548 0.60694517 0.43706786] [ 0.53451157 0.54240844 0.56585273 0.70468789 0.51174762] [ 0.57371386 0.32910986 0.52562511 0.64771074 0.31159475] [ 0.48373933 0.46843116 0.59434933 0.55576653 0.50412208] [ 0.46791149 0.44936151 0.50383325 0.52274256 0.5035925 ] [ 0.64800239 0.52045111 0.49873957 0.38565625 0.42137551] [ 0.68930153 0.43932361 0.48344173 0.23361128 0.31274091] [ 0.39634891 0.47834717 0.59679639 0.67568225 0.49042385] [ 0.51834749 0.47213506 0.53468547 0.66279319 0.3870186 ] [ 0.6894163 0.51046572 0.50052413 0.26767437 0.39949925] [ 0.63053977 0.51063696 0.56681337 0.31129954 0.46246006] [ 0.46171111 0.2895733 0.42792282 0.74649569 0.46334843] [ 0.52026455 0.35439641 0.5930111 0.58582521 0.47177094] [ 0.41661972 0.60395805 0.45861882 0.60173792 0.55199054] [ 0.57394009 0.39128628 0.52365333 0.33059192 0.46357503] [ 0.42084636 0.43155027 0.6240286 0.77935912 0.4083722 ] [ 0.39994426 0.3469428 0.57460565 0.62460484 0.56580222] [ 0.41680098 0.43958187 0.49159464 0.83535061 0.30963808] [ 0.49971033 0.28680064 0.54069334 0.60153005 0.43056547] [ 0.59573381 0.62827572 0.23908104 0.58001544 0.38477321] [ 0.55175145 0.43050922 0.44284586 0.6108395 0.52876179] [ 0.58691627 0.37688215 0.57589523 0.30744746 0.46935378] [ 0.63164951 0.56861784 0.52703449 0.43715592 0.56796778] [ 0.66544545 0.6114476 0.46603999 0.46301297 0.42359072] [ 0.66032043 0.56409582 0.55022708 0.30751924 0.52515797] [ 0.7889377 0.5281815 0.43819841 0.44691763 0.37623004] [ 0.35421916 0.41641516 0.49429304 0.748835 0.39742213] [ 0.52719858 0.50664635 0.54563543 0.46879783 0.57411284] [ 0.3911598 0.35390301 0.58900799 0.85096407 0.54290824] [ 0.51347649 0.46544524 0.40522848 0.62300888 0.36435674] [ 0.41995163 0.41383164 0.51869744 0.702609 0.39317419] [ 0.64968018 0.61074987 0.3438558 0.78328398 0.4508877 ] [ 0.55228986 0.4489082 0.59291157 0.62244974 0.55741026] [ 0.36453097 0.44586519 0.56275635 0.72746759 0.46506862] [ 0.55042434 0.53964697 0.42020319 0.37523543 0.41091991] [ 0.38462761 0.49150256 0.43241264 0.84630591 0.45557587] [ 0.54031945 0.61046471 0.37877062 0.65654338 0.48718718] [ 0.54609839 0.53586312 0.49476629 0.26695233 0.49625852] [ 0.52615236 0.37786205 0.57965286 0.46514918 0.4015997 ] [ 0.41544193 0.35427765 0.63341125 0.81251738 0.47218053] [ 0.34961088 0.3509528 0.62085937 0.63663908 0.4683872 ] [ 0.57649795 0.66291508 0.41144924 0.64834298 0.38815957] [ 0.66040886 0.49094288 0.38192718 0.52627818 0.45766934] [ 0.36785577 0.56257073 0.45303308 0.64112898 0.41967515] [ 0.6296446 0.52979802 0.56633732 0.52835574 0.37156436] [ 0.63508127 0.55402548 0.56642994 0.43774667 0.45427265] [ 0.56577774 0.52187026 0.55867497 0.50447269 0.58137022] [ 0.49991995 0.54951107 0.52049279 0.43197713 0.44479785] [ 0.30903307 0.27320037 0.48196781 0.83059311 0.44654832] [ 0.49240067 0.53678236 0.46969533 0.67113825 0.53367357] [ 0.69104284 0.4835551 0.57046093 0.15008247 0.48717409] [ 0.51920334 0.33122119 0.4857695 0.79538058 0.3871907 ] [ 0.48266992 0.41895853 0.41061408 0.41462935 0.47098871] [ 0.46406036 0.6027354 0.26871322 0.79602603 0.3816149 ] [ 0.60406696 0.58607701 0.41849635 0.48689764 0.48763771] [ 0.57700677 0.50103807 0.35387371 0.79498005 0.50457168] [ 0.64769513 0.43844934 0.53280808 0.2772322 0.52064771] [ 0.51465862 0.53092151 0.49531424 0.33409914 0.63734061] [ 0.66548263 0.50375864 0.53844151 0.31951079 0.49511719] [ 0.66994963 0.4400931 0.35585404 0.47002447 0.3974815 ] [ 0.6343864 0.4786535 0.44477956 0.51772884 0.459445 ] [ 0.44536073 0.26211942 0.53502895 0.65234367 0.42289172] [ 0.55766092 0.48737924 0.3941491 0.48437908 0.37030402] [ 0.59083846 0.37345707 0.40929983 0.24928563 0.43251836] [ 0.51779615 0.53021732 0.49874517 0.45401711 0.44977394] [ 0.50842213 0.41879177 0.54840724 0.57997954 0.44035888] [ 0.40107481 0.42409602 0.445856 0.50173365 0.37419121] [ 0.54472672 0.35812155 0.55406842 0.44151458 0.41923137] [ 0.68069898 0.50628374 0.58218017 0.22977989 0.36259432] [ 0.513294 0.35893415 0.7057084 0.70740345 0.43651937] Progress: 4.5% ... Training loss: 0.867 ... Validation loss: 1.330[ 0.64944625 0.48828532 0.55769463 0.35206472 0.41969606] [ 0.51414545 0.48041851 0.50157122 0.56890417 0.55890743] [ 0.59039949 0.43485299 0.51388569 0.39090214 0.49527618] [ 0.49022849 0.49622539 0.4708776 0.64192158 0.43951472] [ 0.48813133 0.32066186 0.61391922 0.63550226 0.56637379] [ 0.7661551 0.52918971 0.43088783 0.28008928 0.2649561 ] [ 0.55482772 0.37440829 0.39430033 0.32479879 0.32882757] [ 0.6031027 0.4612644 0.53333178 0.52288016 0.40020403] [ 0.51303768 0.5547097 0.43036756 0.42446766 0.42283374] [ 0.61554336 0.4806162 0.6248642 0.4596816 0.40879733] [ 0.37026171 0.4344871 0.53387599 0.79439056 0.46247478] [ 0.50518031 0.59201668 0.51564695 0.4642873 0.47163229] [ 0.41456989 0.35725356 0.42655086 0.49680551 0.45954866] [ 0.58917479 0.51256837 0.37848732 0.59537542 0.42595694] [ 0.4719648 0.3666228 0.46889757 0.79528317 0.36134118] [ 0.56776562 0.56583798 0.32701759 0.50465275 0.3212613 ] [ 0.47709495 0.48693847 0.32865919 0.74918586 0.37211083] [ 0.62045421 0.38012457 0.48873165 0.54193827 0.38655821] [ 0.70883711 0.53967972 0.44452493 0.48280999 0.38511867] [ 0.38683284 0.37478037 0.64720476 0.73626855 0.47571583] [ 0.63899843 0.53577532 0.51724012 0.32907099 0.4909167 ] [ 0.48271158 0.59132404 0.31877521 0.7241416 0.40065807] [ 0.69761194 0.4577967 0.43123217 0.4606921 0.38401908] [ 0.62771373 0.52854078 0.43389818 0.53186767 0.3649523 ] [ 0.65775606 0.60277671 0.54814339 0.36600121 0.49718896] [ 0.57299941 0.57847977 0.56576372 0.54179413 0.50573091] [ 0.41685322 0.499934 0.64278694 0.69105836 0.42869165] [ 0.6659284 0.50350792 0.58596054 0.28721516 0.43730121] [ 0.34651763 0.40063656 0.65337744 0.75088668 0.52229557] [ 0.29711442 0.32989725 0.6355514 0.84701498 0.62270867] [ 0.49395539 0.41207804 0.40034117 0.75281981 0.45953802] [ 0.38844237 0.54127629 0.3290784 0.6893583 0.44405681] [ 0.4937556 0.53557661 0.46145217 0.6153473 0.37571753] [ 0.68608703 0.44468165 0.60422619 0.33000596 0.40890352] [ 0.37456606 0.35163527 0.49068002 0.73293827 0.40049555] [ 0.38844237 0.54127629 0.3290784 0.6893583 0.44405681] [ 0.68304521 0.4130584 0.43429144 0.36396157 0.35186589] [ 0.73381551 0.43215568 0.60894143 0.23327683 0.38236974] [ 0.66681623 0.52310874 0.56420125 0.38657357 0.48664143] [ 0.51583508 0.38740695 0.60854144 0.44844008 0.56990874] [ 0.4320366 0.29813692 0.45923696 0.68388827 0.50392258] [ 0.36415508 0.44493975 0.53936016 0.635631 0.55010132] [ 0.51292257 0.56361494 0.59135024 0.59978965 0.41605264] [ 0.52173176 0.5578428 0.45067321 0.66926425 0.34174086] [ 0.32185874 0.33232079 0.42046887 0.71356256 0.47375854] [ 0.60298512 0.54523651 0.52446669 0.5923065 0.43740168] [ 0.5364246 0.5457086 0.50997814 0.45853303 0.41918397] [ 0.6483628 0.55436554 0.54011417 0.37967136 0.43187014] [ 0.33310081 0.28083186 0.4715016 0.86624841 0.54195923] [ 0.66134342 0.54466536 0.56633622 0.38667238 0.42321344] [ 0.56465039 0.55306652 0.51806984 0.59777216 0.48105372] [ 0.47954215 0.51180733 0.35701458 0.78013472 0.48457834] [ 0.46965804 0.4182516 0.50551944 0.45019777 0.51393704] [ 0.67377592 0.45034185 0.6356608 0.27476133 0.45653963] [ 0.55310777 0.46041647 0.58515342 0.53222717 0.43982661] [ 0.56261596 0.4293709 0.64767596 0.46237796 0.47201479] [ 0.65368838 0.43689831 0.41275809 0.55094943 0.43940076] [ 0.41594569 0.3740344 0.48760251 0.87224558 0.39507243] [ 0.65091732 0.62068165 0.48705883 0.58195709 0.38901813] [ 0.58413237 0.48285523 0.39947407 0.48253776 0.36917788] [ 0.38119635 0.3581762 0.52404191 0.65580387 0.48111747] [ 0.51326868 0.61415755 0.54914093 0.61283722 0.43227585] [ 0.6541472 0.35709094 0.61741205 0.35888002 0.5968217 ] [ 0.32637727 0.46820805 0.52633644 0.80649971 0.47496225] [ 0.37707108 0.48734701 0.39838064 0.80443956 0.47752066] [ 0.71239007 0.54004929 0.45205874 0.46000811 0.44943927] [ 0.57347527 0.48148993 0.47595753 0.61588913 0.53028259] [ 0.63561198 0.57380409 0.55379366 0.20754117 0.47550288] [ 0.35426064 0.43559955 0.57636475 0.67860989 0.52349688] [ 0.52505875 0.47399616 0.46674113 0.42255058 0.43211017] [ 0.6594111 0.52177668 0.31507457 0.63607899 0.31792705] [ 0.50609776 0.4574717 0.64281365 0.57318837 0.29574351] [ 0.50051787 0.59003103 0.52150981 0.71697114 0.42114199] [ 0.61998146 0.63667604 0.37663236 0.52619253 0.48670549] [ 0.51104657 0.63495644 0.58728157 0.67669745 0.44143864] [ 0.6211346 0.44079895 0.39059642 0.60392553 0.36147794] [ 0.66274381 0.46736809 0.40919335 0.2513806 0.40793801] [ 0.44087294 0.40936419 0.5171608 0.78900071 0.4132595 ] [ 0.53547146 0.42192762 0.54227844 0.57527854 0.50509349] [ 0.45212123 0.39013095 0.61611047 0.60126647 0.34444147] [ 0.62773674 0.58337154 0.48973447 0.5438705 0.42081989] [ 0.59213769 0.52329653 0.41066775 0.53645171 0.49770036] [ 0.53400112 0.45158903 0.62042463 0.53447641 0.48483899] [ 0.55512699 0.47584352 0.54667998 0.33710225 0.4949189 ] [ 0.61136082 0.34538104 0.50503179 0.37996138 0.32270576] [ 0.5827268 0.400775 0.42647264 0.62282539 0.32920118] [ 0.68427514 0.48585697 0.44739437 0.48499286 0.42477556] [ 0.56682006 0.33570859 0.44877409 0.46188652 0.45339928] [ 0.53397927 0.45331145 0.46445191 0.47890251 0.50872697] [ 0.56801024 0.40213134 0.50589302 0.44562063 0.41832001] [ 0.63918921 0.41519771 0.35336555 0.29885944 0.32604083] [ 0.52018571 0.54213954 0.33556218 0.49235013 0.35499224] [ 0.38488599 0.44917152 0.53462573 0.74015415 0.53318476] [ 0.54511188 0.53886557 0.42798114 0.57592956 0.48479126] [ 0.55696636 0.39667108 0.60402956 0.49646228 0.42173218] [ 0.38870841 0.34232229 0.69695722 0.5212411 0.51178423] [ 0.58347179 0.35790591 0.63520198 0.44842366 0.35780731] [ 0.51623419 0.42934765 0.49780781 0.52532141 0.59720286] [ 0.57667805 0.43648522 0.41050552 0.64685868 0.44634993] [ 0.67762858 0.381718 0.41723091 0.34409424 0.33651727] [ 0.35617162 0.47523745 0.48710023 0.86764917 0.40787232] [ 0.61148738 0.42534733 0.56030088 0.27981075 0.44737483] [ 0.30209104 0.29911611 0.46940129 0.80218444 0.51283107] [ 0.48447112 0.51576987 0.4891152 0.68524572 0.44411987] [ 0.56047046 0.37993348 0.48970921 0.52699037 0.49250455] [ 0.56845333 0.58303906 0.33262775 0.72717398 0.32128488] [ 0.70926551 0.47276209 0.55897095 0.18802907 0.44670231] [ 0.59717432 0.56587813 0.5297318 0.57897909 0.41463057] [ 0.6312658 0.46859644 0.47990022 0.66759082 0.42326137] [ 0.64888125 0.32044645 0.51434664 0.22652089 0.38726821] [ 0.33787284 0.34703743 0.48404314 0.78521024 0.44759841] [ 0.51810799 0.4321131 0.5793779 0.60527311 0.5448507 ] [ 0.53027952 0.53345481 0.56388654 0.44505939 0.50122542] [ 0.71380486 0.52524336 0.51759383 0.40229203 0.34478245] [ 0.62344323 0.36848351 0.63439035 0.28819645 0.48366108] [ 0.3528719 0.50048583 0.5627954 0.75209675 0.51220792] [ 0.50868559 0.41361228 0.52125854 0.3602405 0.49454385] [ 0.47497983 0.45959824 0.51201166 0.74030752 0.38376614] [ 0.50503179 0.51031131 0.4703975 0.55895659 0.53768532] [ 0.6160979 0.51174618 0.38560394 0.66758638 0.42844414] [ 0.4934401 0.63628797 0.36026481 0.65403867 0.4014967 ] [ 0.67349455 0.54485968 0.52784709 0.34867306 0.51840322] [ 0.66715941 0.50347988 0.60274102 0.28321918 0.51354841] [ 0.48657119 0.50437271 0.47251793 0.62768881 0.45374822] [ 0.49576872 0.53434042 0.35355876 0.60859027 0.47971863] [ 0.62956494 0.57117857 0.4107622 0.47587357 0.44374882] [ 0.55334698 0.37836719 0.57644995 0.65081684 0.3245688 ] [ 0.66736024 0.49917107 0.65254795 0.5286918 0.42331349] Progress: 4.5% ... Training loss: 0.865 ... Validation loss: 1.329[ 0.51887495 0.40043884 0.62061614 0.40680433 0.49921939] [ 0.44447064 0.26244034 0.53497786 0.65247755 0.4230689 ] [ 0.67697007 0.46707733 0.53693883 0.30078538 0.50286658] [ 0.63204359 0.55919949 0.50715951 0.45800318 0.4702665 ] [ 0.56601891 0.51545406 0.530656 0.28559123 0.5340453 ] [ 0.54468872 0.44768885 0.47148107 0.51858382 0.54366759] [ 0.62778228 0.57524387 0.41802127 0.47686885 0.51201106] [ 0.51600311 0.53048034 0.50623755 0.65995056 0.40846076] [ 0.45983357 0.45161869 0.47835239 0.53931246 0.38282069] [ 0.36141182 0.32738221 0.50109326 0.67229944 0.49399861] [ 0.34789428 0.47103596 0.50735213 0.84049651 0.52312821] [ 0.53206288 0.61069322 0.31626371 0.65157589 0.33863724] [ 0.59455183 0.5010234 0.44370867 0.47844779 0.40055107] [ 0.504831 0.41079499 0.46149716 0.38818558 0.41447162] [ 0.43506761 0.42532563 0.61568577 0.74828069 0.41705838] [ 0.48529387 0.44590457 0.49819926 0.56085914 0.63815895] [ 0.57933191 0.52435434 0.35193362 0.66050157 0.23817539] [ 0.44323815 0.4421173 0.5224092 0.72975611 0.36143847] [ 0.48611301 0.57252004 0.43890589 0.83218413 0.50812966] [ 0.64662949 0.58823031 0.30962247 0.5300199 0.36317597] [ 0.40908813 0.42441018 0.55114896 0.69534503 0.46426192] [ 0.57422932 0.55931149 0.53604838 0.53250976 0.53323766] [ 0.61552822 0.48211283 0.33840651 0.75171434 0.39328602] [ 0.54991336 0.55357963 0.48944535 0.39679154 0.53256353] [ 0.60690133 0.53395345 0.60393901 0.44414901 0.36154937] [ 0.4362047 0.59127367 0.58135284 0.68163045 0.51321782] [ 0.71218151 0.37829115 0.41333446 0.29638411 0.36608052] [ 0.46027315 0.39546944 0.67012282 0.56168959 0.4611396 ] [ 0.60503106 0.58613046 0.51773253 0.32631005 0.51090238] [ 0.63081251 0.47550674 0.57407633 0.45106857 0.41553233] [ 0.48595586 0.43121906 0.58144187 0.37915175 0.41450706] [ 0.40125622 0.46151454 0.65323342 0.67992865 0.5076943 ] [ 0.52975067 0.46515418 0.48100431 0.51672951 0.43559272] [ 0.47104881 0.48155372 0.49229957 0.61150384 0.46691901] [ 0.64738627 0.6050186 0.55035824 0.51034569 0.5038154 ] [ 0.50634745 0.4510899 0.54561686 0.38911213 0.54958893] [ 0.41717753 0.44157959 0.59514421 0.70568508 0.39526892] [ 0.61612314 0.41683157 0.43378808 0.51369287 0.3248904 ] [ 0.49446406 0.36437802 0.46254468 0.73242064 0.41324501] [ 0.58138718 0.49404852 0.5429117 0.51309543 0.56905907] [ 0.33231372 0.44737298 0.41498504 0.85492529 0.49088234] [ 0.66813506 0.55377607 0.37519987 0.44506866 0.34354222] [ 0.48217394 0.45566499 0.52101522 0.62636038 0.29855235] [ 0.47689475 0.51784896 0.52115906 0.47741287 0.55526343] [ 0.43643813 0.57351011 0.49369842 0.69008295 0.36287127] [ 0.3960384 0.45712475 0.51142531 0.80540253 0.45205938] [ 0.59403532 0.55629115 0.4542003 0.44121733 0.47713011] [ 0.64686952 0.54916061 0.52429202 0.54006171 0.4418418 ] [ 0.48800734 0.4713071 0.45332973 0.60811133 0.27309323] [ 0.49682009 0.6420213 0.43711447 0.61065754 0.44830709] [ 0.57655791 0.50748606 0.51233954 0.27927461 0.49894624] [ 0.65095315 0.53436278 0.40113469 0.54336649 0.45660572] [ 0.62082265 0.51747388 0.61284431 0.38288038 0.35488414] [ 0.56581846 0.5842123 0.33251127 0.7280501 0.32168009] [ 0.52203539 0.46023881 0.56317092 0.62763803 0.4331157 ] [ 0.56490066 0.52754753 0.50308991 0.47589062 0.60596938] [ 0.64914114 0.62356075 0.28999056 0.72437158 0.3765465 ] [ 0.60783854 0.55566155 0.36949098 0.53190536 0.3803314 ] [ 0.41994289 0.54241937 0.41055003 0.85120681 0.61416219] [ 0.36771392 0.46736853 0.4825821 0.66280464 0.49786958] [ 0.38659169 0.45241199 0.61508711 0.72061315 0.54391872] [ 0.64065057 0.59554686 0.43398829 0.25532894 0.37595684] [ 0.62286444 0.42776526 0.44158814 0.71688177 0.43266567] [ 0.58766635 0.58379118 0.52896692 0.55351299 0.518772 ] [ 0.51654345 0.52862354 0.45293446 0.5664137 0.50035544] [ 0.41261372 0.51032301 0.53125987 0.83469444 0.48383066] [ 0.67082113 0.55144756 0.53396562 0.50563413 0.32447005] [ 0.68176643 0.49535556 0.42117334 0.39705869 0.31738315] [ 0.51083684 0.52736807 0.58202156 0.6615135 0.34249584] [ 0.50401728 0.45926463 0.34887186 0.46833744 0.56447458] [ 0.46883961 0.5156334 0.59767527 0.52134541 0.35415675] [ 0.50123249 0.50966532 0.51757545 0.41374494 0.52207199] [ 0.64671361 0.45345437 0.53618002 0.33207753 0.54014571] [ 0.70771237 0.45940356 0.51446276 0.20657956 0.48816447] [ 0.54243375 0.3729832 0.44016672 0.53473383 0.44899289] [ 0.64306375 0.44835207 0.46216805 0.24124268 0.25143695] [ 0.55330111 0.5224328 0.49380297 0.276098 0.53143153] [ 0.46062834 0.48064428 0.56217469 0.50430923 0.52613959] [ 0.63943037 0.53441322 0.4849043 0.47234321 0.29813588] [ 0.5559315 0.40889562 0.43904693 0.75341692 0.29795136] [ 0.63602124 0.46290664 0.41009762 0.3310701 0.40346925] [ 0.56677047 0.51614665 0.44469425 0.71602375 0.41078271] [ 0.47174496 0.63208205 0.41894509 0.79968004 0.47375291] [ 0.66124386 0.52931373 0.61924 0.33632288 0.4478961 ] [ 0.49564292 0.43377802 0.51759925 0.75721038 0.50771705] [ 0.62122544 0.56852676 0.44318931 0.56334915 0.29874592] [ 0.54813633 0.49962074 0.4841492 0.60520495 0.30961148] [ 0.55337673 0.34650054 0.34536235 0.49457937 0.3971603 ] [ 0.4313923 0.44581311 0.5573027 0.66431361 0.35918365] [ 0.52123935 0.49967919 0.44876042 0.50767028 0.43119258] [ 0.62114271 0.5738357 0.4300414 0.58293254 0.25212249] [ 0.66617076 0.54314853 0.40742689 0.25600659 0.31546064] [ 0.41868708 0.47954218 0.389179 0.78123591 0.34714055] [ 0.49444088 0.51018733 0.57948672 0.63072635 0.39613604] [ 0.48082958 0.38571069 0.50473005 0.71179529 0.33390676] [ 0.44976487 0.48537531 0.62164561 0.78284112 0.41441994] [ 0.54572667 0.39030833 0.44073038 0.5153802 0.53535063] [ 0.54037517 0.46856354 0.44686479 0.62290757 0.3636209 ] [ 0.66175793 0.39796095 0.52470773 0.29329359 0.34577245] [ 0.34729303 0.44115066 0.49715392 0.72523335 0.43719103] [ 0.68128439 0.48336307 0.55601496 0.39937159 0.36154555] [ 0.58708241 0.44942807 0.51677877 0.30160056 0.41514885] [ 0.60275929 0.44366433 0.57475125 0.40970448 0.58011865] [ 0.59687425 0.37950533 0.62982345 0.34091966 0.42601498] [ 0.61961531 0.52617904 0.55907533 0.27103506 0.58436545] [ 0.40070553 0.45199499 0.46623632 0.64079732 0.51708393] [ 0.59212864 0.42749169 0.37726264 0.56860207 0.38500906] [ 0.39476784 0.36050618 0.55704084 0.81138603 0.41048326] [ 0.59352993 0.54405659 0.66673379 0.34648829 0.55938909] [ 0.55326184 0.46316089 0.43504309 0.73160992 0.40738401] [ 0.29723507 0.40921359 0.38058722 0.81817581 0.53982982] [ 0.59207331 0.57382087 0.44771145 0.67834944 0.33036151] [ 0.63314901 0.45888475 0.44113755 0.57430781 0.41179836] [ 0.4784997 0.39623028 0.40840869 0.42587395 0.38784472] [ 0.63030164 0.67341128 0.30737691 0.67515945 0.36661826] [ 0.62872668 0.50572963 0.61117777 0.44782972 0.61271848] [ 0.66930275 0.5009207 0.60091543 0.38586984 0.47935951] [ 0.56189384 0.51944426 0.54309701 0.42080999 0.57132346] [ 0.63438242 0.52123467 0.57473992 0.35237937 0.51817017] [ 0.70763242 0.45696371 0.48905573 0.42679616 0.39639721] [ 0.46942693 0.44253979 0.44660179 0.57513484 0.44402189] [ 0.32044502 0.40966253 0.55921713 0.79577999 0.50835942] [ 0.44665477 0.32700902 0.47022233 0.66790024 0.56611544] [ 0.50675827 0.65688605 0.35958818 0.68509004 0.47482939] [ 0.66849962 0.53221749 0.4936117 0.37805607 0.35320667] [ 0.45852965 0.25090461 0.5417052 0.59614939 0.43039298] [ 0.5714868 0.44664896 0.42884066 0.60794778 0.4246089 ] [ 0.66987987 0.45545771 0.4472331 0.35787696 0.29249875] Progress: 4.6% ... Training loss: 0.864 ... Validation loss: 1.335[ 0.68229543 0.47638738 0.41324198 0.30837816 0.34824559] [ 0.67106932 0.63897437 0.37775817 0.56418389 0.29589903] [ 0.55912588 0.42365781 0.61504689 0.40038416 0.44450173] [ 0.538154 0.60705192 0.64484821 0.59766329 0.54079343] [ 0.37934923 0.48087216 0.54611586 0.83701684 0.35527252] [ 0.62560315 0.5593568 0.6296029 0.36982843 0.4308025 ] [ 0.52448006 0.57161362 0.45578593 0.57097379 0.57057785] [ 0.5169207 0.44566699 0.71475848 0.6725774 0.41456072] [ 0.65892499 0.49482717 0.45011762 0.54315415 0.34656801] [ 0.61031401 0.52392861 0.3815512 0.43605891 0.41715592] [ 0.46259311 0.40113062 0.46930888 0.61744649 0.43906963] [ 0.5215088 0.44828962 0.57300337 0.41961959 0.50433452] [ 0.65393418 0.53687082 0.36294864 0.59397845 0.41768042] [ 0.52290037 0.46303907 0.52422352 0.58811627 0.55425576] [ 0.44828662 0.5748682 0.56205654 0.56681441 0.50569709] [ 0.53476249 0.45519311 0.59371893 0.52569316 0.41813456] [ 0.42548303 0.39871368 0.46333812 0.82426778 0.31631026] [ 0.64450517 0.56959695 0.40516047 0.44702156 0.35822461] [ 0.67746125 0.4691401 0.42660936 0.41829737 0.4554787 ] [ 0.47728086 0.46523495 0.55605831 0.45844152 0.57933549] [ 0.51370794 0.65631712 0.44634006 0.76159845 0.5100049 ] [ 0.53592827 0.38831118 0.42345031 0.64550553 0.33937608] [ 0.47899437 0.59213311 0.34844853 0.79819222 0.57181004] [ 0.59892145 0.36866045 0.62635656 0.2859134 0.57406977] [ 0.57163105 0.44657487 0.42884867 0.60787573 0.42458478] [ 0.74045472 0.45231316 0.56723307 0.20172879 0.45537133] [ 0.65902906 0.47235218 0.44932796 0.4611396 0.42009282] [ 0.42973119 0.42389097 0.684375 0.61772142 0.55288551] [ 0.63873474 0.49048247 0.45348583 0.360905 0.41292042] [ 0.53412624 0.52844436 0.41553304 0.36297933 0.50098887] [ 0.67928609 0.55180823 0.5508076 0.36200053 0.51745962] [ 0.35879482 0.47650223 0.52521023 0.71869083 0.54297491] [ 0.47274469 0.46433895 0.61041551 0.65300164 0.46999327] [ 0.68270652 0.63779855 0.33652256 0.56156827 0.33415842] [ 0.49667888 0.35378775 0.51662002 0.56998299 0.53974982] [ 0.37575022 0.43264703 0.61025472 0.70687418 0.50841759] [ 0.29236079 0.39695972 0.48913476 0.82397788 0.54676238] [ 0.43083073 0.41129369 0.368491 0.72888586 0.35393787] [ 0.69217662 0.46597858 0.46718035 0.50791174 0.40234831] [ 0.54403991 0.55240216 0.40517642 0.7360244 0.50308182] [ 0.49222927 0.57291039 0.40632535 0.51783457 0.42692596] [ 0.50636808 0.4722232 0.40360516 0.57707565 0.41090366] [ 0.44790106 0.44834943 0.43184069 0.69147035 0.55839472] [ 0.58883192 0.58286899 0.42021747 0.64495061 0.43866322] [ 0.44675996 0.39602805 0.34368098 0.52407199 0.41634208] [ 0.38922333 0.56345576 0.31756469 0.78131779 0.52985247] [ 0.51177445 0.52988207 0.48204429 0.53655792 0.63032791] [ 0.45115678 0.43083782 0.3616374 0.7641966 0.45679592] [ 0.403284 0.36689428 0.5119782 0.73406364 0.37186934] [ 0.56792546 0.5660457 0.37033806 0.69473564 0.48964611] [ 0.38459851 0.47196594 0.63506332 0.6504746 0.42890199] [ 0.48194405 0.4164973 0.48183881 0.6159516 0.2809448 ] [ 0.51566935 0.57276933 0.35477383 0.66193439 0.43070374] [ 0.53797196 0.6514075 0.42067406 0.65726884 0.43103239] [ 0.55063176 0.42946931 0.60969359 0.52141435 0.41877309] [ 0.62904556 0.55036755 0.60072842 0.43310263 0.40894929] [ 0.32180248 0.41134767 0.49553933 0.66548999 0.40558685] [ 0.55011752 0.34750422 0.55211333 0.36577143 0.39989867] [ 0.41803078 0.48470284 0.53165482 0.79178567 0.36840674] [ 0.49688444 0.51800498 0.42437678 0.61291126 0.46716716] [ 0.30368326 0.44103694 0.56222553 0.78766452 0.53017666] [ 0.48561397 0.45680162 0.57809982 0.72143781 0.41780326] [ 0.29538042 0.45599533 0.45610552 0.85470111 0.47852757] [ 0.49385588 0.41769965 0.58526892 0.6880768 0.39599163] [ 0.62511293 0.54926197 0.57684729 0.38476702 0.42350119] [ 0.46044579 0.50440762 0.42879921 0.63226606 0.49807009] [ 0.5493755 0.46862854 0.60570874 0.56330221 0.32557631] [ 0.4224923 0.43742962 0.47386865 0.56140339 0.47251488] [ 0.65428256 0.45404749 0.51466179 0.40875605 0.31461617] [ 0.70629325 0.46871551 0.46350079 0.16721149 0.35245217] [ 0.56638489 0.50969918 0.41932123 0.79852712 0.56092698] [ 0.71929614 0.56639735 0.48772744 0.2767019 0.44674268] [ 0.51952177 0.47289741 0.44467189 0.64212857 0.32293017] [ 0.51372019 0.42233498 0.38978643 0.66921415 0.49130273] [ 0.45665266 0.60594563 0.26842396 0.79797043 0.38281924] [ 0.65435023 0.48318161 0.61951014 0.41700647 0.45013864] [ 0.70223105 0.66519862 0.46792762 0.5675443 0.38057151] [ 0.32490503 0.47018956 0.5348629 0.70624448 0.51531057] [ 0.32614956 0.49786054 0.56132363 0.84411076 0.4889802 ] [ 0.50374489 0.38431772 0.52477498 0.74210255 0.40752327] [ 0.43387837 0.52891499 0.43303712 0.76911156 0.41211422] [ 0.53737346 0.53841303 0.57293649 0.65931722 0.42150915] [ 0.35595308 0.33997088 0.43131139 0.73411995 0.45339115] [ 0.68081994 0.64486007 0.49436427 0.4298403 0.46342091] [ 0.62709701 0.52460122 0.46966157 0.664842 0.54940784] [ 0.32283704 0.47282935 0.48798343 0.84397842 0.62187536] [ 0.50988057 0.49460066 0.3384289 0.67497927 0.40922497] [ 0.51052375 0.42807529 0.51219688 0.77553921 0.42707328] [ 0.51123223 0.53569422 0.42566579 0.74969301 0.32450309] [ 0.49396249 0.61290917 0.47801672 0.51914119 0.37636875] [ 0.55376281 0.45565696 0.48745466 0.51318742 0.39552452] [ 0.57288616 0.61142059 0.43099399 0.79457119 0.41435158] [ 0.46811809 0.42460464 0.61143562 0.70126567 0.43461469] [ 0.7063643 0.4819094 0.56763934 0.19629615 0.36667723] [ 0.62268593 0.55367204 0.48637176 0.32083896 0.4445511 ] [ 0.52840661 0.52474837 0.43127031 0.43740478 0.50509147] [ 0.72161602 0.5249743 0.39570121 0.25772228 0.2976493 ] [ 0.70920536 0.58951537 0.45775052 0.50361632 0.42649051] [ 0.64730326 0.49578799 0.58723722 0.5392861 0.41382024] [ 0.39312328 0.4423402 0.62197136 0.77186175 0.41996988] [ 0.68591287 0.57117582 0.35138505 0.45080093 0.34652449] [ 0.50923125 0.3779802 0.45494949 0.53460592 0.38632687] [ 0.47126226 0.44713809 0.4346069 0.60015735 0.27958535] [ 0.31274666 0.43121413 0.55014426 0.85445613 0.46484371] [ 0.63288494 0.56212415 0.54702884 0.33092672 0.51132598] [ 0.55579042 0.4516551 0.28272962 0.7375514 0.35509511] [ 0.5414899 0.51044479 0.36206389 0.48369522 0.43030783] [ 0.53928711 0.43133998 0.46984409 0.5893637 0.42119124] [ 0.49051145 0.4604304 0.5334696 0.45708641 0.45231929] [ 0.6022906 0.46105065 0.38163134 0.63525696 0.43194899] [ 0.5135845 0.49131131 0.51419829 0.41148938 0.47633926] [ 0.71798723 0.54876339 0.52679566 0.23632004 0.40398653] [ 0.44250234 0.54909527 0.58652933 0.51137479 0.44496865] [ 0.52971931 0.53341929 0.45523214 0.58424127 0.36336693] [ 0.38715049 0.40217607 0.61360757 0.55582608 0.36438291] [ 0.62188898 0.45459947 0.57445771 0.25293728 0.49362007] [ 0.72456172 0.43553023 0.48119266 0.20110709 0.28729961] [ 0.43326218 0.44026088 0.41655096 0.53146297 0.48469719] [ 0.64343854 0.55335428 0.38748034 0.5334674 0.33467854] [ 0.33979862 0.4306556 0.35558252 0.8926254 0.58135065] [ 0.7021594 0.56267141 0.48517884 0.32434221 0.33916274] [ 0.35325633 0.52978032 0.42276323 0.77798782 0.42827222] [ 0.5927288 0.45709901 0.56243558 0.40200054 0.32261988] [ 0.36033078 0.32211936 0.41284759 0.70427833 0.43816678] [ 0.45368268 0.52454512 0.37978477 0.74393968 0.55696434] [ 0.57013985 0.4324332 0.58154965 0.27123495 0.62470284] [ 0.49351776 0.52776656 0.58711245 0.51932282 0.54844449] [ 0.68488862 0.40607467 0.50767653 0.24764781 0.26859816] Progress: 4.7% ... Training loss: 0.863 ... Validation loss: 1.326[ 0.50328493 0.36459549 0.6183255 0.5091235 0.38832654] [ 0.40829865 0.35738598 0.63304063 0.81433142 0.47344213] [ 0.604461 0.5186668 0.53737317 0.39736562 0.39969295] [ 0.63020388 0.38487647 0.57498056 0.22032247 0.38503343] [ 0.50000896 0.5519715 0.50128309 0.49795924 0.32708471] [ 0.63631287 0.52147634 0.5626632 0.41276845 0.46962352] [ 0.59240255 0.44790973 0.66019318 0.42467867 0.52543775] [ 0.54148356 0.62352109 0.53522888 0.57143144 0.49736571] [ 0.46214598 0.50641551 0.46227212 0.61097983 0.45024746] [ 0.64122135 0.57905446 0.52563454 0.40509879 0.64739974] [ 0.44512968 0.39224143 0.52488139 0.54794863 0.38144906] [ 0.47024231 0.59403999 0.40761724 0.48250458 0.33920568] [ 0.37789913 0.46630269 0.63144349 0.73823462 0.54864456] [ 0.63435223 0.4846644 0.39674942 0.38947916 0.32279315] [ 0.57801281 0.38112781 0.53808485 0.52363064 0.6193094 ] [ 0.40411497 0.31112361 0.55602816 0.73655778 0.42569493] [ 0.35707437 0.51751147 0.52594384 0.77134555 0.62606085] [ 0.56838858 0.48635893 0.56260171 0.40723053 0.3782072 ] [ 0.43295948 0.52679094 0.44995691 0.55512805 0.4529801 ] [ 0.36868593 0.39729532 0.44816342 0.67594595 0.56412363] [ 0.49709029 0.47802143 0.35324957 0.65678439 0.44935516] [ 0.53731774 0.450095 0.62058407 0.53292622 0.48429417] [ 0.29815459 0.45625601 0.41183128 0.84512243 0.43774042] [ 0.37331487 0.54269906 0.54191432 0.7308821 0.57182324] [ 0.28090404 0.41167444 0.50957578 0.80493973 0.39558007] [ 0.7294036 0.54324262 0.54623731 0.31099296 0.42807524] [ 0.63736887 0.56587491 0.51905261 0.37438302 0.45136679] [ 0.53899172 0.52860685 0.43926614 0.34742932 0.58692303] [ 0.55101053 0.63462656 0.54212622 0.62424062 0.42473756] [ 0.66142404 0.47375903 0.42960463 0.51468309 0.47059494] [ 0.53082299 0.46753863 0.61002044 0.51303989 0.43072112] [ 0.4304551 0.3294645 0.56179549 0.70542595 0.52931308] [ 0.3869993 0.44458239 0.7091601 0.69650072 0.52155218] [ 0.56205831 0.39409203 0.64815578 0.35877865 0.45002253] [ 0.63386603 0.50429105 0.67450253 0.48957419 0.44251909] [ 0.48813033 0.44543252 0.60519734 0.59312965 0.43959128] [ 0.40782365 0.33283955 0.63561346 0.57715761 0.57445055] [ 0.30926967 0.40280362 0.46132344 0.72786049 0.45365903] [ 0.35227165 0.33943653 0.46821577 0.45197499 0.53973535] [ 0.54016085 0.51705649 0.3099544 0.6514582 0.49180479] [ 0.47388513 0.36656494 0.56200575 0.79456993 0.4126747 ] [ 0.58875908 0.59846915 0.31267951 0.660918 0.45077506] [ 0.67438807 0.39848954 0.46939224 0.25116235 0.32189714] [ 0.47171794 0.3638245 0.48937758 0.50412654 0.56918151] [ 0.33173659 0.27360073 0.48944939 0.80507452 0.50031558] [ 0.59918226 0.49868251 0.5775375 0.42470457 0.4778302 ] [ 0.36720477 0.3895574 0.45318259 0.80336432 0.48057257] [ 0.54646136 0.30677063 0.42631767 0.43621897 0.43035233] [ 0.55330478 0.4379295 0.54274021 0.41955517 0.50809914] [ 0.54590589 0.35777734 0.4084349 0.61911794 0.54645925] [ 0.4939783 0.37869918 0.47622074 0.77594964 0.42181009] [ 0.66241529 0.57022182 0.44496347 0.420354 0.35433966] [ 0.48849418 0.44987922 0.59016652 0.52746403 0.46809312] [ 0.56582993 0.5275667 0.56164954 0.51059207 0.47703738] [ 0.72178743 0.61569775 0.38707137 0.4264293 0.40746307] [ 0.61677807 0.48439241 0.46133742 0.33297162 0.33111044] [ 0.50829773 0.4069764 0.55389311 0.56939712 0.43874642] [ 0.42809903 0.42737566 0.42588425 0.75993326 0.33443669] [ 0.68605762 0.63851041 0.48663823 0.50097322 0.45834009] [ 0.5827171 0.5244242 0.47570859 0.484157 0.38583134] [ 0.43099422 0.39875974 0.54352076 0.7689384 0.52422924] [ 0.62475772 0.32754548 0.42520699 0.5025095 0.392031 ] [ 0.70571065 0.48979997 0.36436398 0.32892372 0.34213655] [ 0.61258275 0.58328507 0.32958915 0.60144548 0.28938758] [ 0.42949735 0.45741543 0.5317929 0.7623095 0.46786135] [ 0.46217312 0.4069067 0.59411583 0.63573613 0.41925797] [ 0.56814309 0.52967604 0.53741603 0.23923089 0.60699791] [ 0.60999081 0.42315704 0.46824119 0.47504005 0.46331428] [ 0.58089708 0.49069007 0.53057939 0.52382097 0.41064098] [ 0.4386226 0.62763179 0.27331434 0.85073044 0.38824474] [ 0.49521 0.47484034 0.62319636 0.614727 0.34272669] [ 0.46445447 0.37777615 0.38345392 0.84468046 0.37200987] [ 0.41855684 0.3816648 0.49363325 0.78777947 0.44302835] [ 0.48060671 0.5189629 0.62219455 0.41323081 0.51134047] [ 0.39731772 0.46088202 0.57167876 0.66380586 0.46698714] [ 0.47572172 0.32906153 0.65871336 0.7119145 0.5534894 ] [ 0.65105865 0.52470095 0.51910211 0.2278597 0.38512541] [ 0.70476404 0.40165489 0.44270226 0.16511938 0.40944964] [ 0.44798977 0.60793145 0.39968142 0.84225036 0.39917585] [ 0.64850165 0.45252819 0.5362914 0.33124201 0.53980766] [ 0.56718738 0.38213246 0.52414531 0.61277014 0.40819348] [ 0.61947879 0.4005125 0.51722673 0.34153159 0.39972929] [ 0.29396473 0.34822272 0.50945352 0.798704 0.48314043] [ 0.66359884 0.56203184 0.583708 0.24094756 0.55966685] [ 0.62659018 0.61060893 0.38737816 0.65982714 0.34536341] [ 0.50243745 0.47126506 0.48606347 0.70297385 0.37221253] [ 0.6076073 0.39732195 0.44183793 0.70573866 0.27855284] [ 0.57904052 0.52058998 0.52784376 0.24707499 0.5671461 ] [ 0.56477946 0.54229827 0.58401958 0.51756786 0.45217776] [ 0.7221599 0.49572918 0.38910391 0.30051185 0.25095539] [ 0.51699713 0.47122402 0.45962103 0.54289045 0.43353232] [ 0.67714069 0.43211488 0.54954775 0.37088496 0.50537971] [ 0.5509014 0.46810503 0.51471556 0.57263745 0.38776497] [ 0.37528577 0.31127763 0.40913287 0.7269701 0.3713817 ] [ 0.64589922 0.48598118 0.52101846 0.42237445 0.44807254] [ 0.55375167 0.42057463 0.45030509 0.39678908 0.38514124] [ 0.49591768 0.43309584 0.57574827 0.62509005 0.44772905] [ 0.71586945 0.41888411 0.40564321 0.14845891 0.31022214] [ 0.74211936 0.47816624 0.48479678 0.22766228 0.24828426] [ 0.60514026 0.45251564 0.50350434 0.26250275 0.61226024] [ 0.45350053 0.51280209 0.44353719 0.5752402 0.42285781] [ 0.3956156 0.60261705 0.43256424 0.7106811 0.43106301] [ 0.71744929 0.47740232 0.38108725 0.48669296 0.37726389] [ 0.25909229 0.48568329 0.48742004 0.87646336 0.58293353] [ 0.670577 0.5153995 0.54230939 0.3707116 0.50269497] [ 0.62545495 0.64632196 0.37011658 0.53432084 0.41754152] [ 0.47204755 0.45032976 0.47724636 0.67234204 0.32879799] [ 0.50210248 0.58016866 0.45892567 0.59152047 0.52095047] [ 0.52270736 0.38004395 0.4151136 0.45839458 0.35882583] [ 0.58013402 0.57357009 0.47534647 0.73866275 0.47866284] [ 0.35068124 0.54095246 0.46127414 0.67895971 0.44303905] [ 0.42978602 0.43206606 0.5367689 0.63770756 0.40510629] [ 0.46050296 0.50994829 0.36384409 0.5490867 0.30992833] [ 0.62079311 0.40280469 0.5347135 0.42583144 0.40856111] [ 0.64349078 0.37851388 0.55940354 0.4077273 0.48930282] [ 0.68128798 0.54101802 0.44311997 0.40567711 0.42839636] [ 0.60385303 0.53769994 0.48612059 0.5706589 0.37935952] [ 0.65748924 0.46692489 0.49515975 0.43662369 0.43945943] [ 0.38512906 0.50515655 0.46835906 0.55401422 0.52853873] [ 0.54317893 0.45204978 0.54532729 0.3080533 0.53404636] [ 0.44374207 0.49730761 0.45476324 0.73429826 0.41931002] [ 0.64148877 0.53374562 0.51952982 0.44770559 0.43348083] [ 0.61300576 0.37708767 0.53815988 0.2485009 0.53519913] [ 0.35535933 0.39390344 0.53109062 0.67914121 0.45241193] [ 0.60412046 0.44419176 0.35742572 0.4402735 0.40101298] [ 0.5035721 0.44006009 0.4065015 0.8171894 0.33979625] [ 0.54413242 0.39258178 0.39250622 0.49481902 0.42767745] [ 0.40100947 0.49917179 0.44218701 0.81975373 0.44357058] Progress: 4.7% ... Training loss: 0.861 ... Validation loss: 1.325[ 0.3892556 0.48544749 0.58016581 0.76958688 0.57392219] [ 0.56624753 0.43694389 0.4809868 0.35617514 0.39210255] [ 0.62635673 0.4384558 0.48831864 0.56642682 0.25247247] [ 0.50464424 0.42173365 0.52744371 0.41309834 0.63209471] [ 0.66106131 0.53988919 0.49425825 0.45326385 0.35303313] [ 0.54593531 0.67626933 0.38737219 0.76160956 0.4490314 ] [ 0.49919414 0.54053401 0.34280694 0.618 0.4450885 ] [ 0.60208686 0.53480763 0.3854095 0.38398653 0.33941214] [ 0.67094421 0.55786584 0.49185995 0.38844657 0.46766892] [ 0.49409868 0.64312571 0.43696864 0.61168791 0.44875107] [ 0.65251907 0.39758435 0.53435771 0.42129659 0.4493681 ] [ 0.58758918 0.32392991 0.58319361 0.35403547 0.5986238 ] [ 0.37998299 0.40209651 0.52609704 0.72154279 0.45983874] [ 0.51104918 0.41979993 0.54189557 0.52833606 0.4360199 ] [ 0.48778687 0.47861917 0.47297079 0.78279115 0.47341378] [ 0.46924848 0.38124986 0.44498839 0.6673868 0.35866387] [ 0.49302509 0.38119126 0.39123168 0.45944292 0.48375919] [ 0.66041633 0.45424921 0.40912396 0.67153541 0.40841384] [ 0.48011514 0.36195189 0.59160962 0.71722497 0.46531064] [ 0.60927648 0.51486091 0.42503491 0.58509626 0.3572274 ] [ 0.57876258 0.61658628 0.41985249 0.50719183 0.33849495] [ 0.41887317 0.52175836 0.4120807 0.60699972 0.44707868] [ 0.58120276 0.49053271 0.53059729 0.52360833 0.41058697] [ 0.74658689 0.46630727 0.45659476 0.37662912 0.42721692] [ 0.50895393 0.46469524 0.58028428 0.65405372 0.31078864] [ 0.70211838 0.45435184 0.39509759 0.43522528 0.42342427] [ 0.69940703 0.58279798 0.59812815 0.32656673 0.49373445] [ 0.56023024 0.38059023 0.43197557 0.32241924 0.43014373] [ 0.34229171 0.27855387 0.63136767 0.6852364 0.58008823] [ 0.39345942 0.52049729 0.53158727 0.82620761 0.53567036] [ 0.57010055 0.42752855 0.41227972 0.4675433 0.34162301] [ 0.66667298 0.55449414 0.37511612 0.44589158 0.34377031] [ 0.60738993 0.44580828 0.55150748 0.40971254 0.46564074] [ 0.57914949 0.58476684 0.60533219 0.45190431 0.50836145] [ 0.42688385 0.47327031 0.62557635 0.69356138 0.57018889] [ 0.64860582 0.55208388 0.42902855 0.52050321 0.29562023] [ 0.4768296 0.37583079 0.43219825 0.5750507 0.45786106] [ 0.44880804 0.57826547 0.26747201 0.74122598 0.38904274] [ 0.46478434 0.42511854 0.65432573 0.79538096 0.33120459] [ 0.29783425 0.37400193 0.55788531 0.71126833 0.46019543] [ 0.3579013 0.443364 0.52966632 0.79214384 0.47080768] [ 0.56029091 0.48502239 0.59592639 0.3963417 0.59275269] [ 0.71460501 0.46920205 0.45964277 0.3971102 0.37938463] [ 0.47587762 0.50418945 0.41404807 0.70003734 0.44111172] [ 0.63046704 0.52725353 0.48663475 0.5064568 0.39447999] [ 0.76550445 0.48837226 0.48967325 0.21845504 0.34071062] [ 0.43556312 0.49138378 0.4662898 0.76741828 0.39374013] [ 0.33705186 0.4391041 0.60914331 0.76070486 0.60824714] [ 0.62190861 0.49526236 0.55230003 0.44145657 0.3752434 ] [ 0.52711987 0.41308902 0.38834185 0.62804319 0.36582201] [ 0.7145209 0.44973269 0.4182999 0.28823925 0.2882425 ] [ 0.71122772 0.4916759 0.52871368 0.3137745 0.29883251] [ 0.54361444 0.43224756 0.39239195 0.5440846 0.53432248] [ 0.3423734 0.55998523 0.5247557 0.69037791 0.45577629] [ 0.57591518 0.5087297 0.5194137 0.50028682 0.44321538] [ 0.58634405 0.54724298 0.55153707 0.58458321 0.45914808] [ 0.73258509 0.51006003 0.48355245 0.32436839 0.39248003] [ 0.75920454 0.55766014 0.48385429 0.33473347 0.3689033 ] [ 0.55740635 0.5392621 0.40160448 0.414676 0.48675264] [ 0.44365347 0.43416911 0.36125361 0.76658375 0.45803253] [ 0.64093535 0.48892692 0.44204964 0.42153995 0.39614469] [ 0.47632118 0.35507851 0.50762026 0.63337507 0.5089535 ] [ 0.72324685 0.58157183 0.5814569 0.25617419 0.52899575] [ 0.42475633 0.27463413 0.49621106 0.62894017 0.43768625] [ 0.54624146 0.52452927 0.43092006 0.44456573 0.37585431] [ 0.59105303 0.57858301 0.40395541 0.47870275 0.37492478] [ 0.53470922 0.43393056 0.54756308 0.72222963 0.57128011] [ 0.578518 0.44095354 0.55838567 0.34964563 0.46813807] [ 0.50412859 0.41108431 0.46145892 0.38848537 0.41457231] [ 0.60601724 0.65920488 0.31619974 0.52687094 0.34319028] [ 0.42994927 0.4276532 0.61540839 0.74992457 0.4179071 ] [ 0.47112603 0.49497414 0.39016407 0.50015441 0.46226527] [ 0.63587681 0.51592543 0.57370809 0.26885267 0.50575245] [ 0.58376654 0.42412014 0.55074807 0.35125743 0.50927405] [ 0.59369319 0.55815863 0.38143424 0.46851338 0.28784463] [ 0.41910072 0.36461094 0.62369618 0.65813725 0.54124369] [ 0.69331355 0.71507415 0.40545346 0.69452992 0.32450358] [ 0.61477107 0.46474815 0.51871057 0.55425168 0.38511074] [ 0.52470924 0.54154988 0.59240831 0.43682863 0.4179085 ] [ 0.63533485 0.52237771 0.46109521 0.51772685 0.32151818] [ 0.53777553 0.52891112 0.53474819 0.69217169 0.47118493] [ 0.36799866 0.39375855 0.6379558 0.70572686 0.61179166] [ 0.60009761 0.47607052 0.46884563 0.45227401 0.40564334] [ 0.66985681 0.45075717 0.56832147 0.23899266 0.37523128] [ 0.47725752 0.54884843 0.47408755 0.78594352 0.45845414] [ 0.31573013 0.36066197 0.51043394 0.86861945 0.45919253] [ 0.49766544 0.30032305 0.51143192 0.63042336 0.42184244] [ 0.70855509 0.56651015 0.52206455 0.263873 0.44805631] [ 0.58696655 0.40511491 0.53906779 0.66733781 0.31258809] [ 0.40814454 0.53740326 0.46534268 0.71272823 0.36617609] [ 0.44642903 0.58282605 0.58189055 0.53610615 0.44729988] [ 0.48782324 0.45131632 0.52681297 0.69896091 0.35677365] [ 0.3062853 0.44319074 0.43952243 0.8655476 0.36744086] [ 0.55566544 0.49000239 0.51493883 0.57563134 0.36899972] [ 0.30566804 0.48282571 0.45529444 0.8259911 0.4771785 ] [ 0.55571248 0.43318344 0.59112865 0.16599464 0.45186457] [ 0.58528715 0.38789556 0.59678918 0.37451618 0.47724805] [ 0.72814948 0.55903246 0.4515766 0.30778301 0.29996894] [ 0.61277012 0.69586612 0.49367683 0.47416458 0.5749263 ] [ 0.47283303 0.38176992 0.46073968 0.69047794 0.3042321 ] [ 0.6513697 0.55134845 0.53771925 0.37991433 0.47080068] [ 0.66800902 0.43845939 0.5905746 0.3989537 0.47858675] [ 0.42841261 0.47821736 0.34961857 0.53683498 0.44728798] [ 0.51179764 0.38522891 0.64603809 0.26283835 0.4909749 ] [ 0.46759945 0.47120622 0.5444788 0.73278069 0.44956698] [ 0.35805204 0.39839388 0.44731198 0.79554868 0.46461408] [ 0.47398592 0.41252274 0.53681213 0.59236093 0.36440867] [ 0.53928049 0.48345663 0.57045179 0.50524774 0.53131568] [ 0.57407653 0.50018578 0.43480571 0.6308183 0.55616892] [ 0.40348039 0.42510543 0.63069591 0.80316501 0.43166967] [ 0.34914093 0.43882228 0.54002033 0.79481251 0.53340213] [ 0.33956779 0.39148032 0.59266911 0.83687495 0.59609766] [ 0.44456919 0.42458052 0.52464257 0.76719269 0.35416465] [ 0.56172173 0.45596251 0.53358652 0.49119759 0.44432938] [ 0.5898441 0.48242205 0.41013141 0.26744746 0.37829611] [ 0.5689464 0.39575543 0.32176481 0.55176073 0.45879787] [ 0.42166783 0.45091716 0.48032295 0.50332361 0.56146203] [ 0.34887867 0.45011866 0.47665406 0.77385678 0.45959174] [ 0.36643213 0.42839358 0.51604861 0.80405078 0.37474445] [ 0.51646209 0.43575244 0.53672273 0.62586995 0.41333885] [ 0.62958027 0.49692626 0.4732906 0.42549297 0.35349349] [ 0.45297156 0.39761486 0.61318552 0.69028727 0.41983231] [ 0.36933365 0.29277784 0.58028838 0.7367707 0.56690364] [ 0.52880251 0.55667006 0.51782777 0.66560747 0.56554533] [ 0.67204603 0.5339261 0.53407091 0.42623236 0.50468741] [ 0.25848203 0.33788357 0.55927915 0.71402425 0.43095042] [ 0.49775383 0.35291382 0.39227988 0.7683109 0.3483276 ] [ 0.36122568 0.3777774 0.49929367 0.78620864 0.35136427] Progress: 4.8% ... Training loss: 0.859 ... Validation loss: 1.324[ 0.53056495 0.33046527 0.48314365 0.40920938 0.42405882] [ 0.33102498 0.48914115 0.40401869 0.78100336 0.42715768] [ 0.46676119 0.56852706 0.57847301 0.64580347 0.4853668 ] [ 0.69295862 0.39171668 0.57020401 0.32752364 0.4562785 ] [ 0.46572483 0.40027799 0.61766557 0.72769308 0.3076631 ] [ 0.60610197 0.53867413 0.50159459 0.54907065 0.44107109] [ 0.42659795 0.58741683 0.42044928 0.84764708 0.58749343] [ 0.62874745 0.59037736 0.48804454 0.45689337 0.54515492] [ 0.55134756 0.42503521 0.42518246 0.54151725 0.38212348] [ 0.56316959 0.46055188 0.50532387 0.61448006 0.49203324] [ 0.55439568 0.39037625 0.4803838 0.36769869 0.64209536] [ 0.2636908 0.35865419 0.38423186 0.80272117 0.4991089 ] [ 0.34492367 0.42999626 0.63364426 0.74701273 0.50704902] [ 0.46878188 0.50834934 0.56650682 0.39686337 0.5770462 ] [ 0.51744433 0.66350518 0.53743364 0.60649683 0.44437047] [ 0.30060834 0.4284332 0.54659914 0.84166058 0.62864213] [ 0.62475539 0.56464794 0.53007451 0.26822874 0.50049427] [ 0.675047 0.5526579 0.5707884 0.28272925 0.46862381] [ 0.43889423 0.46251516 0.51650084 0.41370881 0.47972715] [ 0.56715332 0.30225897 0.57876985 0.58868301 0.52844999] [ 0.59407116 0.48592244 0.32987439 0.3729151 0.35403898] [ 0.32373511 0.47241233 0.56278649 0.84748813 0.47890648] [ 0.68307912 0.51604877 0.56507332 0.4321497 0.36972294] [ 0.47550404 0.48458312 0.36713377 0.39614414 0.44769867] [ 0.54453313 0.29009585 0.44543735 0.49976922 0.56036153] [ 0.54747115 0.46854711 0.53640136 0.57190729 0.51315088] [ 0.33499622 0.55305665 0.47233808 0.80772629 0.59038508] [ 0.43351581 0.40978835 0.573414 0.58746426 0.46875811] [ 0.61608443 0.57049896 0.36294558 0.55595537 0.51719279] [ 0.44307923 0.38874913 0.64063956 0.81323566 0.44303567] [ 0.56188433 0.55338918 0.46054571 0.5299888 0.27983976] [ 0.42728201 0.34477769 0.49999964 0.8134876 0.42988851] [ 0.64044396 0.6112528 0.5560278 0.52759703 0.38351228] [ 0.57183405 0.31835607 0.47663256 0.41827398 0.46166524] [ 0.40591949 0.43009165 0.50339137 0.76227884 0.43045236] [ 0.62406871 0.40583452 0.40481976 0.55229836 0.31692594] [ 0.65422202 0.34861906 0.50373862 0.46178456 0.4488395 ] [ 0.47033612 0.35047189 0.45704964 0.55162247 0.55502849] [ 0.61098612 0.49369836 0.54551426 0.50850438 0.53491888] [ 0.55014251 0.62164251 0.45650432 0.70939587 0.58224821] [ 0.40669401 0.36863068 0.47555387 0.76367117 0.41959408] [ 0.46885145 0.44248069 0.44096484 0.64358216 0.37154136] [ 0.61187634 0.61529041 0.47990763 0.31101097 0.44785458] [ 0.54930154 0.52891884 0.47168343 0.43482691 0.62357899] [ 0.52957974 0.31603214 0.42814304 0.40021965 0.58397799] [ 0.54049414 0.53756271 0.46778405 0.56183552 0.41201064] [ 0.45176961 0.45591578 0.54510246 0.68644899 0.47412487] [ 0.47785739 0.51755143 0.65148949 0.70560927 0.56582308] [ 0.44542298 0.47639123 0.48793916 0.74120906 0.3979848 ] [ 0.338632 0.5046176 0.47718205 0.76735532 0.43903426] [ 0.61483074 0.48249961 0.59612195 0.41719296 0.46572003] [ 0.49900667 0.41551645 0.52336989 0.49263508 0.45552631] [ 0.50131797 0.47701341 0.56775823 0.72794876 0.38435948] [ 0.42172742 0.43674799 0.64485662 0.75115197 0.36848667] [ 0.53506201 0.44596534 0.50284686 0.59707997 0.27207567] [ 0.51851579 0.32573114 0.61624747 0.65606548 0.33385906] [ 0.67694257 0.47734265 0.48109378 0.42904426 0.35377069] [ 0.31729105 0.5025285 0.56075694 0.84647159 0.49071447] [ 0.63823007 0.38623652 0.51685741 0.43410331 0.45770089] [ 0.71650827 0.44856208 0.41843924 0.28725436 0.2878912 ] [ 0.48292218 0.45900854 0.63652726 0.56737938 0.59345035] [ 0.60533943 0.32061517 0.54054231 0.30866675 0.49191771] [ 0.44614406 0.48008539 0.4713248 0.5111792 0.49951252] [ 0.69566195 0.60363036 0.35141232 0.56602132 0.34678725] [ 0.70949377 0.44035271 0.51018408 0.23294614 0.28718904] [ 0.74834291 0.49518888 0.6133431 0.32955002 0.43008885] [ 0.6209722 0.43720513 0.42809361 0.39985071 0.54432922] [ 0.50778974 0.42248375 0.50506566 0.5531673 0.56292665] [ 0.6819668 0.35663993 0.42390554 0.38999838 0.41549023] [ 0.57138081 0.43165474 0.46686095 0.41348063 0.40670212] [ 0.45884683 0.27748914 0.57942237 0.6274116 0.3647242 ] [ 0.58242305 0.58308413 0.35619115 0.53736781 0.36153514] [ 0.49477417 0.52292065 0.34598084 0.59517334 0.44955669] [ 0.33768038 0.42071364 0.43722595 0.79556048 0.42777395] [ 0.60786107 0.491711 0.43700319 0.44852594 0.47289581] [ 0.51638832 0.3496397 0.50141097 0.53188 0.36329598] [ 0.68703233 0.54359172 0.494639 0.24414769 0.38792806] [ 0.50467838 0.58501268 0.61498845 0.58123096 0.462127 ] [ 0.41473582 0.53081586 0.41272368 0.68748795 0.53781496] [ 0.54030147 0.45699277 0.4289262 0.33141852 0.36344822] [ 0.4886941 0.36947888 0.44319266 0.59934733 0.33734477] [ 0.57494272 0.51576598 0.38347746 0.57682834 0.35491277] [ 0.58449858 0.48829382 0.53053632 0.34407836 0.51325932] [ 0.53807317 0.49066721 0.38783531 0.46819887 0.33640764] [ 0.42614032 0.44613443 0.51382868 0.74517508 0.4220356 ] [ 0.46685565 0.42698095 0.45059108 0.48423351 0.50146255] [ 0.46146696 0.45366786 0.53706447 0.85566639 0.4969816 ] [ 0.58346042 0.49746577 0.43231059 0.50315953 0.46194115] [ 0.71050438 0.43625426 0.57460256 0.18546849 0.38894371] [ 0.66951921 0.50006368 0.54530571 0.56216332 0.40555901] [ 0.26080239 0.41300746 0.55284527 0.85051373 0.56668197] [ 0.55283669 0.49431418 0.5041569 0.57513447 0.40267821] [ 0.48169114 0.54214679 0.35798794 0.82277202 0.4399641 ] [ 0.57844755 0.44493572 0.53596516 0.24526849 0.52525905] [ 0.64043972 0.45101674 0.43010715 0.2815796 0.33164925] [ 0.5271829 0.54466035 0.51331735 0.47288769 0.44346429] [ 0.46685565 0.42698095 0.45059108 0.48423351 0.50146255] [ 0.49569521 0.40466393 0.47063564 0.6327483 0.46338278] [ 0.42470277 0.26279734 0.47630902 0.73312488 0.37993418] [ 0.61656601 0.54352376 0.46986493 0.49692442 0.3980048 ] [ 0.56364518 0.50868009 0.46738024 0.60276839 0.38167352] [ 0.52134531 0.56460347 0.57369813 0.53985513 0.60734917] [ 0.36289455 0.40690878 0.51022115 0.87641513 0.55264118] [ 0.64455225 0.40902087 0.46345565 0.2058246 0.38590994] [ 0.51276087 0.32636198 0.50655207 0.57357318 0.30516733] [ 0.55422916 0.57918732 0.3920924 0.72350065 0.5430183 ] [ 0.65379546 0.41981512 0.50319661 0.31214758 0.45783184] [ 0.55512238 0.5705126 0.47088171 0.39979118 0.52921591] [ 0.50811232 0.45555327 0.49269799 0.36548208 0.50435464] [ 0.56212671 0.47218574 0.5379013 0.56171568 0.59377654] [ 0.63417876 0.38300699 0.57521247 0.21899058 0.38433671] [ 0.5633597 0.55456284 0.46776516 0.57823254 0.37419755] [ 0.55467781 0.45447331 0.59205399 0.46750244 0.51186664] [ 0.68458304 0.50680606 0.45554416 0.51290192 0.4668783 ] [ 0.65119508 0.56809148 0.38958942 0.53142308 0.40477487] [ 0.56139109 0.67196254 0.33741079 0.50339982 0.47110426] [ 0.65042243 0.5190093 0.5631739 0.39566908 0.42044939] [ 0.50029503 0.54085297 0.46964489 0.58045673 0.38186493] [ 0.46921502 0.48661802 0.42075738 0.68027727 0.3574322 ] [ 0.6035807 0.4318199 0.65117923 0.34895759 0.408 ] [ 0.43968969 0.39714892 0.36185201 0.76434945 0.434124 ] [ 0.36839436 0.41169284 0.53892491 0.83074396 0.54690594] [ 0.62326797 0.29567441 0.56464543 0.49142582 0.48814722] [ 0.63935302 0.48238003 0.3980899 0.62380602 0.4143864 ] [ 0.37423192 0.40838387 0.45209857 0.8111742 0.4888371 ] [ 0.3527329 0.44351117 0.58852977 0.75550929 0.5189005 ] [ 0.71163579 0.50761552 0.3468983 0.45343051 0.33042457] [ 0.60893733 0.38342411 0.48047875 0.39312579 0.33450385] Progress: 4.8% ... Training loss: 0.858 ... Validation loss: 1.327[ 0.28274779 0.30992524 0.48801114 0.80780725 0.41151944] [ 0.61453325 0.53413427 0.57736301 0.44830153 0.49746808] [ 0.54655024 0.56992477 0.48664394 0.42898747 0.44836275] [ 0.46159175 0.38802884 0.57938735 0.70556746 0.54101161] [ 0.70696051 0.48736568 0.59801646 0.38890236 0.40655429] [ 0.5338199 0.34627346 0.6520323 0.53652349 0.44610736] [ 0.39217277 0.43044238 0.61094028 0.59432328 0.53097031] [ 0.54950615 0.33182143 0.428989 0.59363348 0.3841955 ] [ 0.59706012 0.65234962 0.44530367 0.62321457 0.34919096] [ 0.48685018 0.55523043 0.42200078 0.69118139 0.43059682] [ 0.45938211 0.59331548 0.25802909 0.74106434 0.42772294] [ 0.5121009 0.34455051 0.44228511 0.61457812 0.41207076] [ 0.53083633 0.49730539 0.44617461 0.78086983 0.35737378] [ 0.35602277 0.52992629 0.52751376 0.80111069 0.59297728] [ 0.51147709 0.54953511 0.50145985 0.60155408 0.29621425] [ 0.75528742 0.5341753 0.45536584 0.57333414 0.34252035] [ 0.60826633 0.57779172 0.4619407 0.54635036 0.325151 ] [ 0.454834 0.48557724 0.5016963 0.72607705 0.39501857] [ 0.47319687 0.49345066 0.47626916 0.65047307 0.42841899] [ 0.73387957 0.61934169 0.49941744 0.47586697 0.41438703] [ 0.68989371 0.45332047 0.37933916 0.36524668 0.32157776] [ 0.5728011 0.64162293 0.49778536 0.70394054 0.51208499] [ 0.46011658 0.33473643 0.5488184 0.68238845 0.55790214] [ 0.75192994 0.42219942 0.44990167 0.15829873 0.30740034] [ 0.30369148 0.43021227 0.56534074 0.69995277 0.50500669] [ 0.55168787 0.48138914 0.4685575 0.56130969 0.33214695] [ 0.53238129 0.44759598 0.52849608 0.28992229 0.40656964] [ 0.42317618 0.39437872 0.62378156 0.56094801 0.62011227] [ 0.37606975 0.47820164 0.42388835 0.70160156 0.36018296] [ 0.56206992 0.45137476 0.41152535 0.75972504 0.41942807] [ 0.46386735 0.56042368 0.50556556 0.74091316 0.51419127] [ 0.45824719 0.3926413 0.65485563 0.53834749 0.45395981] [ 0.540794 0.54546506 0.36488133 0.57095212 0.33857268] [ 0.40832549 0.48442314 0.38860688 0.78437268 0.3487896 ] [ 0.48619205 0.40264618 0.61682041 0.80676281 0.39334426] [ 0.46994751 0.61125182 0.36656124 0.74718036 0.34953788] [ 0.4454872 0.34016005 0.58087681 0.76104067 0.44230248] [ 0.52206278 0.35657688 0.61117773 0.44875472 0.51944901] [ 0.47017323 0.338541 0.56201717 0.40316082 0.63252232] [ 0.55263846 0.6602339 0.4420858 0.6960068 0.34343166] [ 0.4337977 0.45979891 0.46592283 0.4910456 0.45008961] [ 0.63585907 0.52910953 0.37887376 0.37992493 0.32928602] [ 0.50101134 0.53859497 0.47020082 0.55080631 0.41554992] [ 0.26474426 0.42805985 0.52793362 0.88263664 0.61089922] [ 0.58428605 0.58208624 0.41314213 0.7212721 0.42602489] [ 0.53529553 0.40398788 0.32074994 0.42364634 0.44392294] [ 0.55840084 0.4789054 0.39193811 0.65052455 0.35248452] [ 0.43926789 0.5092158 0.38509087 0.64041209 0.49855988] [ 0.67299071 0.54989298 0.32248088 0.55053792 0.35833233] [ 0.50306817 0.46403715 0.5473671 0.77973495 0.32859005] [ 0.50565141 0.38617531 0.42309789 0.39986908 0.4166542 ] [ 0.66032209 0.47424436 0.42954214 0.51513191 0.47079741] [ 0.50014452 0.43012602 0.52927558 0.44443843 0.39975708] [ 0.57948869 0.57699049 0.44971142 0.41567253 0.44606166] [ 0.69027298 0.55707742 0.57638373 0.29660499 0.48440906] [ 0.46918077 0.48663658 0.4207546 0.68028216 0.3574368 ] [ 0.62283711 0.46657937 0.41519323 0.35798786 0.38129188] [ 0.42451588 0.58544536 0.32564067 0.83903554 0.53961626] [ 0.58643538 0.42429358 0.56047822 0.27598315 0.39163185] [ 0.35181701 0.44638636 0.45835622 0.64138936 0.5416005 ] [ 0.51787593 0.47178774 0.37168176 0.52935863 0.4508999 ] [ 0.51013401 0.50084878 0.32306762 0.59307931 0.44818511] [ 0.51750838 0.2960005 0.43169983 0.62301052 0.33666146] [ 0.65677761 0.35833917 0.5293894 0.3224634 0.46450323] [ 0.52822586 0.392629 0.41210568 0.54884256 0.56600962] [ 0.68324756 0.59100556 0.37819903 0.45254863 0.32161768] [ 0.56936549 0.25677063 0.45800132 0.46657567 0.4079519 ] [ 0.56253451 0.57287635 0.51930857 0.51444205 0.42702693] [ 0.33951799 0.45822871 0.63376912 0.70430139 0.50203815] [ 0.49435337 0.37225234 0.48887609 0.4271812 0.54011255] [ 0.56472609 0.53809607 0.42108791 0.64590276 0.49769995] [ 0.35873365 0.42828913 0.54665328 0.82895372 0.32582324] [ 0.64821376 0.53433616 0.38880802 0.38433002 0.35948125] [ 0.51188111 0.48750333 0.4123488 0.84053959 0.38908455] [ 0.51597148 0.52572894 0.55843964 0.4674386 0.33508235] [ 0.64343463 0.53111859 0.54813275 0.19203296 0.40524378] [ 0.63175616 0.49136958 0.42944455 0.42185045 0.36702013] [ 0.71378466 0.58834764 0.40975036 0.33803528 0.30228254] [ 0.5713882 0.3889833 0.59047063 0.4091955 0.35570023] [ 0.46204499 0.51355505 0.46306597 0.64128398 0.43412366] [ 0.39716811 0.4282413 0.53807313 0.69929959 0.41258628] [ 0.56424118 0.61442516 0.35305133 0.57695916 0.47014806] [ 0.49583414 0.58333178 0.50627794 0.53991864 0.42292012] [ 0.50915644 0.56488799 0.5718291 0.50859814 0.46565287] [ 0.42001319 0.59610676 0.55876039 0.7677012 0.49326919] [ 0.58687787 0.59622527 0.49774093 0.64689057 0.45580173] [ 0.51598914 0.49519264 0.64270659 0.4208067 0.56057081] [ 0.30587603 0.45259687 0.45467461 0.72103051 0.45270126] [ 0.76024293 0.52546565 0.27798564 0.4506304 0.3048099 ] [ 0.58503242 0.60043894 0.2857274 0.7490494 0.41531952] [ 0.5919705 0.41540702 0.51351725 0.41098406 0.28951101] [ 0.57537478 0.48601951 0.49345098 0.54596662 0.47735099] [ 0.6872536 0.57269099 0.49696403 0.40301476 0.33946096] [ 0.48608555 0.53558138 0.34099969 0.47911871 0.37470023] [ 0.5100571 0.4637201 0.47060264 0.40827676 0.39967026] [ 0.60542937 0.53314492 0.3856007 0.3823316 0.33885928] [ 0.64755083 0.49177677 0.51779474 0.45164365 0.29506476] [ 0.45490463 0.57398667 0.55113103 0.54067 0.41276236] [ 0.45573567 0.43798104 0.35689685 0.67451135 0.36547586] [ 0.64776129 0.55683385 0.45213925 0.63623956 0.41516396] [ 0.46107698 0.57361799 0.55453429 0.67747622 0.44141531] [ 0.50188486 0.66177362 0.51184239 0.58477151 0.4737282 ] [ 0.35276271 0.33448611 0.47193644 0.84701628 0.40921547] [ 0.72327876 0.52475159 0.57869296 0.42297376 0.42850752] [ 0.56063122 0.46270041 0.57321956 0.36966009 0.44141091] [ 0.51056341 0.42015177 0.53538105 0.68280555 0.33050756] [ 0.47953553 0.32404335 0.61346651 0.63911205 0.56781916] [ 0.55639804 0.52768772 0.51191256 0.37274315 0.5805615 ] [ 0.67053834 0.55156016 0.53395066 0.50578683 0.32450565] [ 0.42063213 0.36189497 0.54436743 0.7675869 0.38545229] [ 0.51817297 0.55875095 0.435795 0.6556435 0.54151278] [ 0.56299947 0.41847771 0.57171463 0.23817307 0.50084041] [ 0.48905035 0.50613887 0.56385717 0.6648128 0.56457895] [ 0.59286439 0.56002303 0.51810037 0.53786706 0.46939504] [ 0.39764232 0.36858653 0.54030089 0.6744734 0.54112004] [ 0.53161098 0.51757161 0.57166493 0.55797602 0.44201965] [ 0.40497404 0.51663825 0.3861163 0.73076609 0.42036389] [ 0.50044885 0.41091228 0.53501622 0.70234933 0.34577403] [ 0.63640832 0.52113715 0.5067702 0.3739762 0.41132378] [ 0.46688928 0.52471101 0.4221313 0.74440425 0.31970194] [ 0.55038094 0.46031772 0.46568673 0.59855165 0.34719504] [ 0.54548654 0.42924562 0.42915087 0.57988163 0.42855017] [ 0.39293875 0.45565756 0.46578441 0.64403448 0.51845422] [ 0.55081552 0.54541895 0.51279871 0.42337933 0.49394073] [ 0.36133121 0.60041854 0.46654306 0.64651362 0.54205931] [ 0.49104985 0.56899665 0.5219687 0.62645605 0.35237708] [ 0.60509974 0.50874076 0.54589077 0.63700192 0.48982052] [ 0.63968895 0.36647237 0.5271566 0.30935595 0.33751952] Progress: 4.8% ... Training loss: 0.857 ... Validation loss: 1.324[ 0.50930973 0.33138018 0.56265027 0.2751453 0.42953917] [ 0.34272817 0.34351794 0.46316499 0.77592051 0.44602521] [ 0.30238144 0.35771591 0.56154052 0.71888344 0.61029565] [ 0.59478623 0.53190575 0.41999309 0.50565629 0.43448012] [ 0.28491722 0.43895811 0.49052177 0.76194589 0.4422696 ] [ 0.51168641 0.57220295 0.40854081 0.76472242 0.47444185] [ 0.51827159 0.54824856 0.29365855 0.78507611 0.44730491] [ 0.575007 0.45214084 0.38208816 0.65104897 0.35920312] [ 0.51925503 0.54552197 0.35449927 0.7269436 0.35512617] [ 0.27005008 0.32510338 0.43491631 0.7457463 0.50929512] [ 0.4811636 0.51582686 0.50035583 0.52139749 0.36912158] [ 0.54170594 0.53458649 0.4854962 0.71291639 0.44436993] [ 0.72578109 0.5656586 0.54939685 0.29405713 0.35708453] [ 0.66842915 0.37912353 0.4106476 0.50185035 0.38967047] [ 0.49530263 0.51260301 0.41795111 0.71691793 0.25418331] [ 0.39455368 0.39548553 0.55412888 0.67044798 0.3872182 ] [ 0.64194724 0.48969 0.37048616 0.55964364 0.4266968 ] [ 0.57324021 0.40802641 0.57312239 0.57790334 0.41716624] [ 0.46336586 0.42691585 0.56704341 0.5852976 0.31853007] [ 0.51712204 0.51869823 0.31086511 0.5258975 0.42094679] [ 0.58766489 0.57534674 0.49727445 0.57278517 0.44566284] [ 0.50291715 0.51623227 0.50298605 0.68427444 0.36198633] [ 0.46950743 0.33881656 0.5619771 0.40347508 0.63262774] [ 0.55619347 0.56810045 0.52105493 0.50828623 0.36247563] [ 0.66119888 0.58549584 0.38176987 0.47366057 0.30754718] [ 0.52215633 0.37656498 0.52233184 0.48957086 0.56428131] [ 0.60728088 0.32884401 0.48864213 0.33178075 0.45316509] [ 0.5506911 0.55415218 0.51692436 0.59238917 0.32281371] [ 0.41254948 0.61801652 0.39922003 0.79461844 0.46505372] [ 0.43875603 0.50065534 0.49429296 0.48579927 0.63730128] [ 0.46837481 0.51622499 0.45432172 0.53522471 0.49205508] [ 0.56035339 0.39800416 0.4860266 0.51111348 0.41208653] [ 0.39708329 0.53402466 0.56299945 0.63627097 0.53466604] [ 0.72503956 0.47921327 0.64984613 0.31564972 0.48455375] [ 0.53907423 0.62971353 0.50073826 0.63494179 0.43319004] [ 0.30940564 0.56663687 0.46674334 0.9068683 0.57110428] [ 0.41097959 0.46207225 0.65570251 0.68062269 0.48391124] [ 0.3583926 0.43732402 0.59458094 0.67084076 0.54642908] [ 0.33846196 0.45877903 0.63370196 0.70479263 0.50223799] [ 0.53051034 0.45819762 0.4843355 0.59900817 0.36520089] [ 0.64375788 0.43686902 0.47893184 0.28395057 0.43893507] [ 0.36984256 0.41839428 0.62672887 0.77606719 0.47646603] [ 0.53916099 0.51533737 0.47402605 0.52085374 0.40848475] [ 0.48179006 0.54276046 0.45505286 0.69694919 0.52584013] [ 0.50996632 0.56122307 0.50635727 0.4642164 0.51469309] [ 0.6459776 0.37218517 0.58087671 0.34624377 0.34419144] [ 0.6476576 0.55292606 0.47987799 0.35687399 0.54159736] [ 0.30250214 0.43085221 0.56525768 0.70054118 0.50524407] [ 0.64674736 0.43060625 0.39277737 0.37930635 0.34598381] [ 0.58529674 0.3356125 0.40515195 0.54525531 0.4272026 ] [ 0.4443745 0.4026898 0.50640456 0.81535773 0.59737374] [ 0.58241376 0.515651 0.46840748 0.51016832 0.53090923] [ 0.46067758 0.48199332 0.55228827 0.58596209 0.47632455] [ 0.58733895 0.55550772 0.33092552 0.5523179 0.38208822] [ 0.64316303 0.4469191 0.53543815 0.44163813 0.39102967] [ 0.5974238 0.51911375 0.6202505 0.3732536 0.45276349] [ 0.62528016 0.52065654 0.52690817 0.37111483 0.35227641] [ 0.67150495 0.50280733 0.47304547 0.47005606 0.38524678] [ 0.41701513 0.42393618 0.39458579 0.83732755 0.48021017] [ 0.58758405 0.58468761 0.28152139 0.79069371 0.41236642] [ 0.50127119 0.42487996 0.36330621 0.58283995 0.40058815] [ 0.60541497 0.5431651 0.43105049 0.36962254 0.32733455] [ 0.31863624 0.43615676 0.54587583 0.82181625 0.61437913] [ 0.36163468 0.35897104 0.4555395 0.76831209 0.51866453] [ 0.65805283 0.49573914 0.59566537 0.25921616 0.4389148 ] [ 0.37345375 0.45621433 0.46952618 0.75351125 0.60452231] [ 0.72602425 0.6133392 0.3873623 0.42385899 0.4065575 ] [ 0.38776321 0.51289521 0.53231461 0.78339995 0.44541222] [ 0.5895204 0.47339608 0.57093968 0.23225799 0.51068716] [ 0.47485353 0.60714007 0.31766209 0.74786241 0.49572294] [ 0.71757128 0.46009128 0.42993906 0.33756633 0.45712915] [ 0.55293776 0.46547681 0.37355492 0.52213654 0.3410412 ] [ 0.47445215 0.43432534 0.52765576 0.59781249 0.35873648] [ 0.49582355 0.46196328 0.38832031 0.89170806 0.44501685] [ 0.53603298 0.40273135 0.50456407 0.62967092 0.47958915] [ 0.53674411 0.45456179 0.54722659 0.3883088 0.36545356] [ 0.41436959 0.45989497 0.54431792 0.77270468 0.36547853] [ 0.66166319 0.47099624 0.53273552 0.40422967 0.42951888] [ 0.57752422 0.46333282 0.53246159 0.6740925 0.29548351] [ 0.42584656 0.45043957 0.53862336 0.64842549 0.42874004] [ 0.36776595 0.54541098 0.54157601 0.73292088 0.57285434] [ 0.27370559 0.43621264 0.40688702 0.78542578 0.41718332] [ 0.50426364 0.45460401 0.29751591 0.58576976 0.45516866] [ 0.6743095 0.48549911 0.51289913 0.52397352 0.38754197] [ 0.56404823 0.49685841 0.42082792 0.79494943 0.30508529] [ 0.6627883 0.44531299 0.58249017 0.28226385 0.43972848] [ 0.42585362 0.42958741 0.615174 0.75129757 0.41863425] [ 0.58090937 0.45651542 0.37645811 0.66363847 0.37543258] [ 0.65730038 0.38401436 0.53805337 0.34858324 0.3862878 ] [ 0.61905267 0.4027922 0.4484088 0.30401587 0.41720698] [ 0.49959345 0.42649629 0.57667669 0.57411398 0.49302557] [ 0.58806091 0.41469856 0.62503465 0.32456517 0.42298204] [ 0.54192322 0.43388434 0.42849693 0.24149249 0.46819004] [ 0.72612727 0.50681219 0.54108841 0.35222742 0.39400704] [ 0.45267608 0.45726843 0.57476673 0.70130699 0.48024891] [ 0.44340353 0.44090975 0.50684741 0.76868658 0.35716594] [ 0.59889474 0.46258067 0.38145252 0.63661104 0.4325038 ] [ 0.54764513 0.39335686 0.41120448 0.5064498 0.60992053] [ 0.32870057 0.41870057 0.50778851 0.87024925 0.47488154] [ 0.63440264 0.47346107 0.569161 0.57775512 0.487418 ] [ 0.56433591 0.31095482 0.42724989 0.55369371 0.43698776] [ 0.61776366 0.45880192 0.59374075 0.19170809 0.52506514] [ 0.51486581 0.50250885 0.46807613 0.73093968 0.47178361] [ 0.47684825 0.4187379 0.48155139 0.61791423 0.28163582] [ 0.57324021 0.40802641 0.57312239 0.57790334 0.41716624] [ 0.51111347 0.52724728 0.58203132 0.66114788 0.34245777] [ 0.70809899 0.5140073 0.52268046 0.3320512 0.45339399] [ 0.65130399 0.52896523 0.55961939 0.48888373 0.37064214] [ 0.49794525 0.45313457 0.40889194 0.6298673 0.36364047] [ 0.4624427 0.47183896 0.4173562 0.57394376 0.35528347] [ 0.54000024 0.42269001 0.50370886 0.70213042 0.39622244] [ 0.52526171 0.55178432 0.5101323 0.51428814 0.3910064 ] [ 0.4294369 0.43277112 0.42414785 0.58147305 0.42639364] [ 0.65150817 0.65237675 0.27458926 0.58325046 0.35594016] [ 0.53970125 0.47556275 0.53957384 0.58474714 0.35211704] [ 0.6290437 0.62494951 0.54088909 0.60488002 0.41894812] [ 0.48574148 0.40285672 0.61679382 0.80689083 0.39342014] [ 0.65627532 0.41722248 0.54957893 0.24603047 0.4923919 ] [ 0.61419996 0.59168875 0.50526474 0.44006411 0.38326004] [ 0.41534188 0.47180364 0.40761634 0.65730627 0.38573551] [ 0.43585949 0.48028195 0.55477409 0.59763864 0.43589244] [ 0.50438683 0.48889399 0.6142209 0.52073669 0.32094101] [ 0.51582296 0.46578149 0.44963145 0.49083343 0.46640476] [ 0.48892754 0.51773891 0.57160696 0.5303625 0.38249875] [ 0.57803705 0.47430405 0.52531117 0.76409629 0.50097845] [ 0.37525837 0.39527898 0.48532966 0.68199691 0.41255432] [ 0.45943374 0.34661687 0.62257598 0.72140897 0.46610863] [ 0.54102958 0.38074742 0.53188421 0.54398909 0.39651712] Progress: 4.9% ... Training loss: 0.856 ... Validation loss: 1.323[ 0.58608922 0.48672307 0.59720098 0.58141424 0.40501716] [ 0.41149709 0.30733841 0.51270238 0.76978555 0.37869597] [ 0.40102043 0.60706367 0.59919131 0.71947419 0.40685381] [ 0.72660524 0.50625052 0.52507528 0.24053513 0.33857968] [ 0.59981239 0.62008965 0.48575767 0.67162178 0.46834376] [ 0.55266235 0.53123043 0.40572842 0.54078653 0.42300792] [ 0.60550691 0.41805983 0.46149945 0.41273954 0.57645427] [ 0.64816737 0.39498081 0.49822544 0.35550101 0.43967745] [ 0.65881253 0.51262507 0.55006297 0.45407071 0.50194251] [ 0.62804815 0.50817366 0.53004869 0.49957482 0.37562676] [ 0.55963745 0.36285215 0.43809116 0.68524016 0.28563164] [ 0.68385874 0.53530305 0.46281198 0.17851499 0.39050884] [ 0.38698357 0.47457737 0.53704927 0.81320425 0.39265581] [ 0.52697756 0.39316426 0.41203704 0.54939678 0.56622435] [ 0.71258799 0.51110771 0.52852525 0.48207122 0.2921628 ] [ 0.40619842 0.39844944 0.51085292 0.74130149 0.44104347] [ 0.52552897 0.63321289 0.46552437 0.56641313 0.35698051] [ 0.40872786 0.54405089 0.5218732 0.7791792 0.44890737] [ 0.6152864 0.58686335 0.32594033 0.31855591 0.30427828] [ 0.55946049 0.3711649 0.39599661 0.46395211 0.42212144] [ 0.39155999 0.35025583 0.44933239 0.80171448 0.37933544] [ 0.46698091 0.43805978 0.47064846 0.6331056 0.40637484] [ 0.3037518 0.47426749 0.42897633 0.80054278 0.3468076 ] [ 0.35551641 0.29395791 0.45571783 0.79670506 0.50430146] [ 0.42217238 0.34009838 0.53129026 0.62129372 0.37994883] [ 0.69565756 0.44836508 0.62050939 0.31713342 0.47561153] [ 0.51093861 0.57886592 0.46303662 0.67175697 0.52348363] [ 0.67215571 0.40313401 0.49696218 0.27748115 0.49952199] [ 0.69279619 0.46111145 0.48892534 0.16188242 0.35988308] [ 0.46837602 0.4267695 0.62295348 0.62650357 0.45837449] [ 0.67966802 0.42790802 0.39792122 0.28622969 0.30809333] [ 0.40668437 0.54368054 0.4605902 0.84286015 0.3556639 ] [ 0.55512417 0.66758988 0.43458222 0.63419141 0.43096419] [ 0.56002649 0.4633875 0.60126693 0.41508544 0.56277067] [ 0.35768029 0.43878486 0.56632667 0.74206503 0.47471079] [ 0.39825201 0.46457573 0.37342282 0.73197804 0.46813283] [ 0.67435582 0.53264371 0.53422941 0.42492011 0.50419919] [ 0.74874516 0.49729317 0.42041151 0.50242242 0.37677911] [ 0.66094733 0.45355025 0.45349664 0.48701127 0.48343647] [ 0.56151463 0.46781557 0.60551208 0.5312402 0.47112388] [ 0.44187566 0.49818012 0.4546527 0.73479634 0.41964774] [ 0.48902901 0.52154861 0.42394602 0.61629354 0.46847371] [ 0.25529451 0.47996846 0.50433903 0.72320273 0.5776471 ] [ 0.60832601 0.50550643 0.4889283 0.42620911 0.30978014] [ 0.57067555 0.3996317 0.4717242 0.53810074 0.53946566] [ 0.50614074 0.53786625 0.38335076 0.47073673 0.44755354] [ 0.56879245 0.45460141 0.54789751 0.41407438 0.36678939] [ 0.61489145 0.53117512 0.51521256 0.51134119 0.53114747] [ 0.47379363 0.58501105 0.43543952 0.74017091 0.4290155 ] [ 0.60658874 0.4624773 0.35438506 0.43657835 0.40770431] [ 0.48009248 0.3759896 0.54098737 0.52979624 0.41955732] [ 0.56670591 0.58885118 0.47300717 0.60143716 0.52980717] [ 0.63428319 0.41013766 0.38192987 0.25747923 0.3146554 ] [ 0.47860337 0.46852184 0.46844695 0.65555409 0.52347071] [ 0.5793403 0.40915344 0.45361509 0.43073095 0.34666471] [ 0.46758431 0.44335298 0.44649872 0.57570021 0.44432923] [ 0.3215766 0.34940745 0.48522105 0.86813145 0.5941932 ] [ 0.47016444 0.44283676 0.57584555 0.47019614 0.47187062] [ 0.50957034 0.57305132 0.43603825 0.67503978 0.34213413] [ 0.60332127 0.49692313 0.34675501 0.45312202 0.46602147] [ 0.74266115 0.53843286 0.55267956 0.46196053 0.38334305] [ 0.63637897 0.56255147 0.48984386 0.40709234 0.53482141] [ 0.68505317 0.49129638 0.47920786 0.66748704 0.49923442] [ 0.50934791 0.550473 0.50134012 0.60247502 0.29649986] [ 0.39367622 0.42920604 0.44050983 0.71400446 0.34584683] [ 0.50548299 0.42404043 0.45640076 0.49155333 0.3175764 ] [ 0.53639302 0.51762443 0.54234561 0.71644963 0.43217845] [ 0.48106093 0.48865644 0.39665507 0.78170184 0.31534884] [ 0.32202637 0.41042742 0.62447074 0.75419189 0.53978893] [ 0.59805691 0.53913745 0.57618395 0.37070635 0.35817345] [ 0.42899981 0.42162127 0.525944 0.75947574 0.49523337] [ 0.53287388 0.50130074 0.44157774 0.71577887 0.34955439] [ 0.40104915 0.43550657 0.63720322 0.66699225 0.61272587] [ 0.68398516 0.39458346 0.46785908 0.55614968 0.31676696] [ 0.73032574 0.505459 0.5597468 0.25152139 0.45666636] [ 0.5186727 0.43642108 0.44933879 0.5883028 0.33879282] [ 0.62071931 0.37646191 0.44884166 0.37748669 0.39370779] [ 0.40128184 0.43508784 0.41328911 0.71192427 0.37400529] [ 0.40772096 0.49405456 0.53760088 0.82814236 0.524162 ] [ 0.59655322 0.44591693 0.66040925 0.42275121 0.52466836] [ 0.49687666 0.57797866 0.44132685 0.56694387 0.40762305] [ 0.67435582 0.53264371 0.53422941 0.42492011 0.50419919] [ 0.34179723 0.38313095 0.41545297 0.80221446 0.49471793] [ 0.35832212 0.49739287 0.49914168 0.64130139 0.46167404] [ 0.57507854 0.35325236 0.50826652 0.67201043 0.30411445] [ 0.58539672 0.65191557 0.39028677 0.65677959 0.47293058] [ 0.68025367 0.52845184 0.45684102 0.37896444 0.42634815] [ 0.51266099 0.37731469 0.45659177 0.70404147 0.35846545] [ 0.39639576 0.45021571 0.34253012 0.70181105 0.3938284 ] [ 0.49683405 0.61164733 0.47818029 0.51751141 0.37589728] [ 0.62320094 0.55334173 0.51304978 0.32711681 0.43741848] [ 0.60890389 0.60452366 0.62033119 0.5531349 0.36739787] [ 0.52616209 0.52508779 0.4892252 0.45736314 0.48706533] [ 0.40067792 0.36072996 0.63261868 0.81643632 0.4748226 ] [ 0.65465932 0.61890178 0.36824007 0.58438641 0.3363882 ] [ 0.56144611 0.49405112 0.385512 0.48295017 0.36842488] [ 0.47556487 0.45907044 0.45102978 0.71096546 0.48775978] [ 0.5886737 0.48933613 0.48086006 0.44005727 0.3657973 ] [ 0.53707706 0.43912894 0.44872757 0.50238873 0.39339419] [ 0.43047283 0.4222613 0.4954154 0.74070553 0.34974157] [ 0.33242436 0.45084877 0.51718066 0.84626179 0.50844615] [ 0.48668243 0.44589551 0.51377519 0.49883102 0.50279966] [ 0.47168844 0.49164138 0.49053279 0.80589284 0.55129755] [ 0.57020741 0.50427354 0.51209175 0.49152557 0.47468961] [ 0.49411224 0.32942138 0.4837999 0.68604085 0.33458862] [ 0.28064957 0.3088155 0.54468914 0.73770152 0.57010414] [ 0.54979404 0.44881225 0.53566523 0.48211373 0.53977008] [ 0.46106913 0.54504825 0.52639721 0.67162456 0.39076675] [ 0.64524736 0.50278114 0.41374968 0.39559109 0.32443742] [ 0.31408759 0.37464226 0.44044363 0.85804373 0.47401748] [ 0.6247811 0.51797203 0.41504963 0.21446574 0.34365536] [ 0.37753165 0.36397151 0.56012905 0.79182072 0.43528001] [ 0.72057736 0.49434088 0.35745836 0.27781108 0.3089975 ] [ 0.60375369 0.52024199 0.39512131 0.43262318 0.37417412] [ 0.61019278 0.34982267 0.55550622 0.28377785 0.61508256] [ 0.59805691 0.53913745 0.57618395 0.37070635 0.35817345] [ 0.39135157 0.57001345 0.54757281 0.61070556 0.49178281] [ 0.2990606 0.49980049 0.60094938 0.74583086 0.57690993] [ 0.43857967 0.50194177 0.43563437 0.67347811 0.54306412] [ 0.51563385 0.45078941 0.33186452 0.53430661 0.50404408] [ 0.76355681 0.53631893 0.36725917 0.48558746 0.32962997] [ 0.54303605 0.43338342 0.42855912 0.24107483 0.46800615] [ 0.63112996 0.55398304 0.48042528 0.56560349 0.32819346] [ 0.40578219 0.44635963 0.44311326 0.72432512 0.31732166] [ 0.67038812 0.43822721 0.61042325 0.37232098 0.52104671] [ 0.37923705 0.42654319 0.50997093 0.51441016 0.57100478] [ 0.3402878 0.41888214 0.55298591 0.74808345 0.4759545 ] [ 0.49400732 0.51317291 0.41788201 0.7174245 0.25433477] Progress: 5.0% ... Training loss: 0.854 ... Validation loss: 1.316[ 0.64158376 0.42326935 0.44136954 0.24422635 0.33951897] [ 0.60844044 0.35777319 0.63229558 0.38313619 0.37052752] [ 0.38143909 0.38240438 0.55947243 0.8844814 0.51274757] [ 0.28725994 0.36920724 0.54005076 0.81893298 0.50306605] [ 0.5246325 0.5597372 0.42127109 0.63938057 0.3274751 ] [ 0.5465778 0.57798043 0.44160125 0.52198915 0.47853091] [ 0.63448991 0.53029722 0.47469124 0.42648625 0.57678146] [ 0.64204657 0.51244206 0.43959927 0.33681085 0.43665917] [ 0.36760696 0.322727 0.47715027 0.7770239 0.48336613] [ 0.61586876 0.42680974 0.53672339 0.42955744 0.34684795] [ 0.53905345 0.52008048 0.33823607 0.73321678 0.53631255] [ 0.56895798 0.61664683 0.55036695 0.5118207 0.44354084] [ 0.43475561 0.52116284 0.49677045 0.64733367 0.45660561] [ 0.44475325 0.43128295 0.51477887 0.64706071 0.37112157] [ 0.47808756 0.54030599 0.3883266 0.69183253 0.59889745] [ 0.63448991 0.53029722 0.47469124 0.42648625 0.57678146] [ 0.71842454 0.47796193 0.50522828 0.31212911 0.34909615] [ 0.5934461 0.37775671 0.42186814 0.45870212 0.32940974] [ 0.60976907 0.44461876 0.55165091 0.40864144 0.46518955] [ 0.65517923 0.57434995 0.54088209 0.46570869 0.55290387] [ 0.52334037 0.32759354 0.56772504 0.55649316 0.27575947] [ 0.54677382 0.4797569 0.53700369 0.288793 0.50778475] [ 0.37565387 0.32373897 0.61309791 0.71634216 0.53772823] [ 0.59348452 0.60778456 0.35505518 0.62528662 0.40598833] [ 0.59515529 0.58035107 0.31636634 0.62307115 0.35717067] [ 0.70182481 0.62845801 0.44560294 0.43382759 0.50687652] [ 0.60212254 0.5866709 0.48777066 0.61894968 0.39394058] [ 0.55320542 0.58576475 0.65353622 0.57942907 0.54199324] [ 0.44605525 0.55749313 0.44793181 0.530103 0.51881222] [ 0.47776765 0.56639675 0.33780548 0.77678015 0.54077414] [ 0.54341765 0.44323879 0.37234978 0.54544678 0.6318236 ] [ 0.5303799 0.38061157 0.36286372 0.56250038 0.47054257] [ 0.32543526 0.48327798 0.43453453 0.85838233 0.37089094] [ 0.49289856 0.62707978 0.52666717 0.648994 0.48957847] [ 0.28633923 0.43955877 0.48035572 0.81324787 0.44783796] [ 0.40791626 0.33281221 0.63560845 0.57717813 0.57444075] [ 0.65447474 0.55254482 0.42620061 0.43898966 0.3130075 ] [ 0.4450926 0.44430431 0.5524252 0.68988186 0.4219701 ] [ 0.30316975 0.52685144 0.39964531 0.90211084 0.43907538] [ 0.55574756 0.54569758 0.52332955 0.64055348 0.33867397] [ 0.4537801 0.58968783 0.46036639 0.52420963 0.45410168] [ 0.5838441 0.63096473 0.40071583 0.60209586 0.36858236] [ 0.5760246 0.5265376 0.5870803 0.28554503 0.40310052] [ 0.60813097 0.47964241 0.45965416 0.35239834 0.49030216] [ 0.45188531 0.63150116 0.33053819 0.67130419 0.40446629] [ 0.57997738 0.61595478 0.4199354 0.5061953 0.33827814] [ 0.68641803 0.48306058 0.3868442 0.41921817 0.43052921] [ 0.548106 0.56831501 0.45614742 0.6103609 0.51342717] [ 0.51053912 0.56559197 0.29379886 0.63456476 0.43386058] [ 0.37408127 0.45719712 0.55352925 0.72112642 0.55504207] [ 0.38846473 0.44785013 0.40703733 0.44156167 0.51194478] [ 0.68834105 0.50918176 0.50530842 0.52371216 0.5199276 ] [ 0.5553045 0.42152544 0.58048302 0.51873037 0.44016859] [ 0.29010898 0.31513871 0.46783201 0.81484858 0.4632481 ] [ 0.5381483 0.53801279 0.57298193 0.65869378 0.42136261] [ 0.5428896 0.45613268 0.58407267 0.34003915 0.61316085] [ 0.5769475 0.46178136 0.4748233 0.36467308 0.38838717] [ 0.5488281 0.51259005 0.47750556 0.74702552 0.26505011] [ 0.4145323 0.45242124 0.58926208 0.61409309 0.46048224] [ 0.59733985 0.55779543 0.44439033 0.54067305 0.3734047 ] [ 0.37553109 0.39466496 0.67113178 0.77696188 0.46357361] [ 0.50697223 0.59106466 0.51431053 0.59518076 0.34244882] [ 0.53409936 0.36562795 0.47405877 0.70485195 0.59761822] [ 0.62115018 0.41022926 0.51012548 0.2642039 0.4903358 ] [ 0.59485083 0.41329666 0.54051962 0.47425975 0.49010405] [ 0.72078783 0.43090041 0.5338185 0.22729615 0.31725243] [ 0.59122583 0.40311723 0.56440579 0.47761897 0.36566495] [ 0.65288337 0.38941412 0.3810794 0.53039805 0.41198085] [ 0.7171639 0.59238207 0.59048952 0.32011764 0.4272654 ] [ 0.38950868 0.52557383 0.53863181 0.71667229 0.43784539] [ 0.56589505 0.39053467 0.549589 0.67610821 0.32105682] [ 0.45804564 0.60230164 0.38265532 0.82158996 0.58538408] [ 0.59434428 0.55643275 0.36532494 0.67463366 0.48993861] [ 0.65804616 0.39342766 0.44897659 0.44854067 0.36505611] [ 0.5077693 0.45838195 0.45690213 0.50635398 0.54010772] [ 0.62097442 0.54588262 0.43014008 0.38525676 0.51281814] [ 0.60693043 0.49048224 0.56290254 0.38233245 0.53023457] [ 0.33609066 0.39360539 0.56832749 0.49612318 0.57474472] [ 0.60840373 0.40755877 0.50791711 0.33816724 0.5570636 ] [ 0.47734279 0.46244953 0.46627661 0.69121114 0.49066133] [ 0.61095351 0.34947045 0.55555354 0.28348937 0.61494912] [ 0.52469755 0.43462502 0.54557761 0.38510401 0.49451536] [ 0.6199331 0.62623841 0.36819323 0.62261599 0.50287256] [ 0.49402266 0.47487157 0.46308093 0.73102543 0.49265212] [ 0.50571849 0.43821936 0.37332815 0.61521262 0.41419528] [ 0.35927008 0.5740482 0.54584685 0.65591382 0.46522696] [ 0.35277748 0.43602133 0.4441485 0.86555213 0.44047126] [ 0.43944213 0.43688223 0.52400248 0.733518 0.30655566] [ 0.67087397 0.5518686 0.4663317 0.45773364 0.31714808] [ 0.61781332 0.48820756 0.44733873 0.58643388 0.41100587] [ 0.569303 0.54349779 0.48343183 0.49149152 0.43006031] [ 0.50419258 0.42870109 0.54980451 0.69392907 0.42221123] [ 0.43836027 0.45405166 0.4468857 0.62312022 0.60787622] [ 0.35500426 0.49579064 0.57144225 0.68808235 0.60362526] [ 0.53658129 0.45461139 0.54721409 0.38843356 0.3654711 ] [ 0.55422321 0.32218979 0.50725928 0.62803625 0.38572037] [ 0.3421555 0.41685983 0.47783246 0.79957016 0.41630533] [ 0.51056948 0.39086398 0.49709744 0.45872346 0.41542201] [ 0.71489958 0.49532134 0.46100916 0.33188148 0.34165027] [ 0.69986285 0.46171178 0.46771025 0.50333425 0.40082037] [ 0.34485783 0.41533362 0.44923354 0.66242502 0.44622963] [ 0.58622311 0.41334138 0.5148843 0.4421157 0.33576634] [ 0.46993085 0.52694198 0.57096461 0.46604809 0.38028579] [ 0.50078331 0.46263063 0.57648913 0.69666363 0.33234607] [ 0.3669848 0.50674367 0.54216666 0.8185616 0.60309532] [ 0.34309342 0.47066006 0.48212068 0.85700472 0.54513741] [ 0.58434886 0.4750364 0.52320625 0.36100182 0.50904825] [ 0.55666737 0.52599081 0.55817269 0.50879471 0.58286704] [ 0.34083064 0.29683704 0.5471232 0.52289961 0.59769128] [ 0.44112579 0.45351435 0.53789214 0.72775722 0.3954638 ] [ 0.38143909 0.38240438 0.55947243 0.8844814 0.51274757] [ 0.46754461 0.53584756 0.3151306 0.61765124 0.3926452 ] [ 0.46620015 0.5463597 0.43813131 0.65719412 0.3712244 ] [ 0.41066244 0.4527923 0.43493312 0.6699718 0.55086294] [ 0.5744905 0.51139676 0.53115048 0.28242169 0.53255362] [ 0.59553357 0.43007034 0.6223593 0.32170474 0.62374368] [ 0.50242962 0.40435308 0.6987086 0.54754596 0.36593252] [ 0.35403976 0.50659675 0.57904004 0.72064761 0.45827868] [ 0.32624986 0.35875212 0.58701442 0.75083268 0.48144593] [ 0.32694612 0.30058626 0.54045368 0.88362875 0.59406575] [ 0.52914352 0.51726888 0.45824113 0.78802358 0.51358847] [ 0.65013189 0.45395342 0.50085142 0.47868315 0.427666 ] [ 0.30329551 0.42892338 0.46016386 0.71351975 0.46113525] [ 0.38521275 0.47317066 0.44552492 0.78604608 0.3408727 ] [ 0.52805872 0.61976777 0.46684972 0.56569756 0.42412495] [ 0.50545284 0.44209948 0.54877255 0.68448959 0.36245148] [ 0.30083173 0.49944213 0.48024481 0.86044176 0.53401871] [ 0.57087221 0.63308356 0.61147831 0.63504945 0.40259453] Progress: 5.0% ... Training loss: 0.853 ... Validation loss: 1.317[ 0.40917702 0.5402742 0.42633452 0.54938913 0.35931202] [ 0.40723588 0.52636512 0.41024954 0.48937678 0.58383553] [ 0.42917406 0.49396602 0.28595324 0.79503311 0.48167135] [ 0.3275592 0.40089559 0.47550098 0.67458558 0.44432933] [ 0.4211494 0.40873756 0.49048133 0.67023421 0.35899782] [ 0.67166816 0.58602635 0.51621315 0.65412491 0.34122741] [ 0.48774634 0.46364553 0.39338857 0.50693518 0.43029189] [ 0.64685006 0.48481735 0.55631653 0.37586 0.35711867] [ 0.66326007 0.48969883 0.49255236 0.41782338 0.43748392] [ 0.52501219 0.4125765 0.5541738 0.5794777 0.48467177] [ 0.65841758 0.39677467 0.49742718 0.33861201 0.56001612] [ 0.52642586 0.40532471 0.34814993 0.53661911 0.49641089] [ 0.27790126 0.52803667 0.43775893 0.81258398 0.50820716] [ 0.6358242 0.37632349 0.52667454 0.24811162 0.40467696] [ 0.44778846 0.5600631 0.439722 0.76075245 0.47624418] [ 0.48211194 0.47452184 0.51642261 0.64596041 0.38538814] [ 0.5913172 0.59406128 0.44791399 0.51085815 0.36586431] [ 0.35176009 0.5223437 0.41371233 0.66057364 0.48073358] [ 0.51265504 0.53843936 0.47434919 0.48288316 0.46826678] [ 0.57030373 0.5146215 0.5810161 0.57713678 0.37979889] [ 0.67831291 0.48102833 0.43985952 0.34710991 0.30520167] [ 0.70427196 0.54177133 0.49603569 0.37994903 0.37452864] [ 0.4746739 0.40972894 0.62775778 0.58533768 0.48594043] [ 0.6275766 0.51658131 0.41521116 0.2135028 0.34318389] [ 0.71889954 0.59143724 0.59060394 0.31929287 0.42689868] [ 0.65885153 0.50758416 0.47316202 0.54347892 0.54055443] [ 0.45610349 0.51191938 0.3636154 0.55070483 0.31055795] [ 0.55778615 0.3626395 0.48820598 0.54678115 0.52048748] [ 0.59073733 0.42897475 0.56707763 0.52816735 0.33067073] [ 0.33990299 0.42045531 0.55980484 0.71281843 0.33888115] [ 0.66933663 0.57421998 0.39155079 0.5648049 0.33567387] [ 0.75608206 0.41963857 0.45022393 0.1569309 0.30655439] [ 0.44695637 0.46639888 0.47407654 0.6389141 0.41828171] [ 0.80281123 0.51718286 0.52680092 0.35382179 0.3829225 ] [ 0.26118397 0.36009517 0.5629391 0.76769491 0.59184909] [ 0.59640541 0.52321345 0.45613874 0.46401778 0.38971066] [ 0.41758774 0.49290321 0.54886219 0.79076583 0.56991586] [ 0.73026885 0.5153878 0.42313174 0.38600262 0.29073744] [ 0.55267049 0.39693115 0.53946161 0.46245053 0.3444883 ] [ 0.45870868 0.52122098 0.43401494 0.70536626 0.44899272] [ 0.69156699 0.47125729 0.45046905 0.34365331 0.31428635] [ 0.48962998 0.41592109 0.54927515 0.47852049 0.3585792 ] [ 0.66971721 0.59673051 0.54890157 0.36025038 0.49482364] [ 0.62711512 0.52810703 0.5982634 0.60508999 0.41423756] [ 0.34649744 0.45874081 0.46676173 0.7773923 0.40306307] [ 0.54816449 0.56018037 0.58223054 0.51290679 0.451272 ] [ 0.54202212 0.4726859 0.39436883 0.57806683 0.55854117] [ 0.56064379 0.5043479 0.51480561 0.44773732 0.42860574] [ 0.23016392 0.42265733 0.61281893 0.78428319 0.57698958] [ 0.31539694 0.49275834 0.57062267 0.88190237 0.45090229] [ 0.34310887 0.4682186 0.42466217 0.80348978 0.32541927] [ 0.47571951 0.48198632 0.52643519 0.72072155 0.39262498] [ 0.3421884 0.34404671 0.46758242 0.45726304 0.54163112] [ 0.65154725 0.5453511 0.48379443 0.41267747 0.43359051] [ 0.58180199 0.49349676 0.48468317 0.57228281 0.39680478] [ 0.53840353 0.38190345 0.57590191 0.65771 0.46256903] [ 0.68605848 0.62376154 0.40875067 0.35860917 0.38055785] [ 0.29808933 0.40566824 0.46141225 0.81811303 0.56616853] [ 0.56918971 0.46736367 0.36454414 0.46367769 0.34836356] [ 0.42806165 0.53358984 0.35680061 0.69950905 0.43042522] [ 0.68873582 0.37214768 0.37129643 0.42522325 0.36915168] [ 0.47600698 0.44360791 0.44147034 0.7550592 0.51442217] [ 0.49367649 0.34339339 0.53498233 0.63507716 0.36650716] [ 0.66945898 0.46658188 0.57175961 0.36411651 0.48730229] [ 0.56882125 0.49368657 0.37596587 0.53886981 0.48242334] [ 0.50664083 0.28754626 0.47784988 0.55335416 0.37590522] [ 0.475091 0.30557091 0.67991887 0.63257245 0.53773397] [ 0.7019664 0.47217568 0.47576618 0.34214514 0.32680834] [ 0.72860252 0.61187813 0.38754596 0.42228861 0.40599318] [ 0.66022117 0.51426958 0.45479661 0.42810242 0.47050741] [ 0.35421449 0.51867888 0.49578966 0.68632953 0.44500486] [ 0.65169275 0.49355778 0.58750128 0.53698166 0.41299029] [ 0.56997904 0.51932726 0.51553309 0.50509159 0.39114534] [ 0.69882382 0.48526597 0.54893907 0.21854717 0.34568187] [ 0.63306587 0.51085982 0.5118546 0.4830219 0.49188246] [ 0.45598899 0.46883383 0.44719382 0.68436287 0.49611476] [ 0.49303691 0.42153134 0.49488523 0.58203318 0.54245865] [ 0.31280097 0.43922782 0.54549013 0.82349701 0.61547715] [ 0.42050146 0.59418544 0.45365757 0.6706126 0.40709834] [ 0.22105907 0.48561187 0.49504944 0.88386478 0.58832672] [ 0.59572059 0.57600114 0.59304985 0.55161726 0.4355417 ] [ 0.59665329 0.50703734 0.50910636 0.39415041 0.57457083] [ 0.50875708 0.55548793 0.40697963 0.68416174 0.44778717] [ 0.47327657 0.46920133 0.50326859 0.74950759 0.30260442] [ 0.50274494 0.55502471 0.41213773 0.60396005 0.57159413] [ 0.72365495 0.49254272 0.35765967 0.27630131 0.30842665] [ 0.33099068 0.42794033 0.49285597 0.75703772 0.40166381] [ 0.58872416 0.45807355 0.52066477 0.44980746 0.30062617] [ 0.62446791 0.56344079 0.34455145 0.4262848 0.42550367] [ 0.41485507 0.42547397 0.46846002 0.64897666 0.4738424 ] [ 0.71223619 0.5063843 0.43778259 0.33036194 0.25073865] [ 0.4910368 0.58330722 0.53523481 0.46250806 0.37934021] [ 0.48178784 0.63350094 0.29862797 0.6704848 0.41071468] [ 0.4617808 0.44523058 0.57244511 0.64695823 0.49527575] [ 0.63945092 0.47391747 0.4840471 0.45253963 0.32442099] [ 0.38178455 0.34539085 0.69658936 0.52460729 0.51305457] [ 0.50532959 0.43051156 0.51622652 0.42090369 0.60734685] [ 0.60879105 0.45185829 0.61869242 0.47273113 0.50808702] [ 0.41802819 0.59928791 0.46012634 0.77817225 0.33568591] [ 0.64581767 0.43763942 0.51542121 0.48544902 0.32866108] [ 0.39781119 0.51865031 0.48235154 0.82846621 0.51070799] [ 0.59902616 0.37835193 0.46619593 0.32573117 0.48150452] [ 0.36525265 0.46209801 0.50796218 0.81122255 0.49347011] [ 0.62809078 0.53482214 0.39632827 0.38551089 0.36794012] [ 0.55224299 0.63499539 0.43067497 0.51323459 0.547429 ] [ 0.60159389 0.5318782 0.38607744 0.7226068 0.22700583] [ 0.62771942 0.41936319 0.41504631 0.67428381 0.46244016] [ 0.74758877 0.36057247 0.49417612 0.18608299 0.36127555] [ 0.64165981 0.46502608 0.42778704 0.62345315 0.53322831] [ 0.29350329 0.48360445 0.51388595 0.79709495 0.51497022] [ 0.59131527 0.46645841 0.51888741 0.42766199 0.53498748] [ 0.57817209 0.50753723 0.47837681 0.50100988 0.34941252] [ 0.42508111 0.47170272 0.59383593 0.59062111 0.64799665] [ 0.39198839 0.5510752 0.32766853 0.657635 0.45860012] [ 0.54969414 0.39083101 0.58732538 0.51829306 0.46681483] [ 0.44398461 0.48813063 0.62132109 0.78442925 0.41540994] [ 0.71091168 0.46471583 0.5777179 0.31754773 0.48067388] [ 0.3594403 0.54810561 0.49205529 0.65044631 0.35493327] [ 0.58465847 0.49416515 0.45076399 0.6602131 0.4913866 ] [ 0.42016618 0.53737243 0.36989359 0.56596563 0.5228052 ] [ 0.62441495 0.38262605 0.36857054 0.60041181 0.39334098] [ 0.48212856 0.42221148 0.5239765 0.64137289 0.33227367] [ 0.54632948 0.36208244 0.35064936 0.63076141 0.48785269] [ 0.62918987 0.39591381 0.51781835 0.33715854 0.39800178] [ 0.49628136 0.47363295 0.36784622 0.57439914 0.45350429] [ 0.60252972 0.53764769 0.40249057 0.54448246 0.41922419] [ 0.52147581 0.5080551 0.46047099 0.48537736 0.49504736] [ 0.38489 0.5815239 0.51677999 0.5530718 0.55271113] Progress: 5.0% ... Training loss: 0.851 ... Validation loss: 1.315[ 0.41254681 0.54595975 0.50147174 0.59614549 0.41578006] [ 0.44786902 0.47324142 0.44136851 0.79681799 0.53061158] [ 0.54177015 0.43259188 0.54419383 0.54068514 0.47807393] [ 0.40688608 0.32272018 0.56559662 0.69493342 0.41189113] [ 0.65420949 0.5274347 0.5598082 0.48723695 0.37010587] [ 0.37393913 0.5145311 0.40108209 0.63417832 0.40020251] [ 0.63497482 0.68299365 0.33233966 0.67751574 0.36138174] [ 0.56235618 0.45593904 0.63375055 0.40084294 0.45771491] [ 0.54432664 0.44767236 0.55399203 0.46774641 0.46673963] [ 0.6667672 0.42588749 0.53304703 0.28337078 0.3748673 ] [ 0.50023144 0.33976025 0.5643484 0.59428971 0.36352926] [ 0.67036503 0.37528493 0.52114005 0.40451801 0.48542997] [ 0.40938652 0.48515682 0.47424699 0.60084304 0.34772132] [ 0.54496516 0.5237897 0.44376115 0.62864996 0.35358935] [ 0.26027585 0.35244958 0.57157542 0.74696272 0.52142289] [ 0.53523214 0.55681821 0.65274656 0.53691398 0.47997799] [ 0.57425839 0.43712207 0.62634756 0.34606414 0.39227832] [ 0.63802207 0.40302454 0.44020219 0.27745282 0.40976529] [ 0.3352665 0.47518749 0.44084358 0.75461788 0.40883361] [ 0.287103 0.49317291 0.47435032 0.81103059 0.45404849] [ 0.53404714 0.41059985 0.4918245 0.67627215 0.60719134] [ 0.60999858 0.50407493 0.40474321 0.52113474 0.44582136] [ 0.46855553 0.53396403 0.56067238 0.71705556 0.38695449] [ 0.28147467 0.2960292 0.49521049 0.74306464 0.54930711] [ 0.66704177 0.56119258 0.47881206 0.53927938 0.45867845] [ 0.68481597 0.48011412 0.43043548 0.41983261 0.31968656] [ 0.46795511 0.44933268 0.50382615 0.5226317 0.50358087] [ 0.49235356 0.43672288 0.68190958 0.6387653 0.38397781] [ 0.64431738 0.44240701 0.65190378 0.25485288 0.4669779 ] [ 0.68332688 0.4696294 0.48930753 0.57861242 0.40893463] [ 0.50047877 0.47497057 0.56118228 0.58105693 0.48695393] [ 0.51569239 0.54810722 0.44738696 0.62693931 0.52809493] [ 0.57613243 0.42122276 0.45103549 0.50010373 0.51371278] [ 0.45421636 0.49106428 0.35931824 0.63220491 0.44944378] [ 0.44945804 0.45981267 0.50048929 0.69191599 0.3465409 ] [ 0.33435035 0.47534535 0.36860761 0.77452123 0.37478641] [ 0.60666086 0.53838017 0.50162729 0.548642 0.44093544] [ 0.46860613 0.52095166 0.65452546 0.66518294 0.57461395] [ 0.44786264 0.36137685 0.6213226 0.58748614 0.41124143] [ 0.39111196 0.37153083 0.53991019 0.67720346 0.54226585] [ 0.44552766 0.37027553 0.58501651 0.67231637 0.46294417] [ 0.52894338 0.4656114 0.50142718 0.62154091 0.46790559] [ 0.66590487 0.662158 0.53618392 0.50201733 0.42925418] [ 0.55057577 0.4633113 0.38803425 0.60538362 0.30277732] [ 0.53250104 0.53460302 0.46906965 0.61982218 0.3589531 ] [ 0.54973937 0.62485012 0.43653635 0.72041996 0.49743164] [ 0.71784467 0.41611649 0.4599438 0.22761475 0.4096054 ] [ 0.54030353 0.62915775 0.50081172 0.63418926 0.43295909] [ 0.47306793 0.5039299 0.37441745 0.40861753 0.4729893 ] [ 0.33356626 0.58954307 0.33180398 0.75489267 0.40576088] [ 0.5983392 0.53896917 0.5762086 0.37055063 0.35811307] [ 0.66205715 0.28494721 0.37990319 0.24286811 0.40620944] [ 0.38413967 0.50282693 0.43196194 0.88066919 0.50034818] [ 0.71220312 0.46466475 0.51646058 0.34582097 0.35195182] [ 0.47574138 0.45880883 0.47173833 0.71991795 0.27082413] [ 0.71570254 0.47210857 0.39009752 0.56075319 0.31814338] [ 0.58690436 0.52598545 0.37388306 0.39622782 0.32465503] [ 0.54361544 0.36354243 0.44345357 0.40426443 0.48766888] [ 0.6982797 0.38357908 0.59838868 0.18320096 0.49768154] [ 0.33439449 0.39000873 0.49570662 0.86349049 0.56375213] [ 0.70010119 0.57350075 0.51054849 0.43591138 0.36750029] [ 0.66867888 0.4536928 0.6140764 0.20912578 0.50340615] [ 0.65902095 0.36207315 0.48649629 0.35126643 0.34248067] [ 0.47660346 0.35920461 0.49863947 0.60260176 0.59511013] [ 0.41570816 0.40569031 0.54263613 0.77385993 0.52691986] [ 0.65003767 0.47873351 0.35577651 0.41851769 0.36286606] [ 0.70810942 0.50029153 0.53877687 0.4259347 0.38978176] [ 0.38288112 0.52788921 0.47293577 0.76071722 0.51417146] [ 0.57831673 0.46553622 0.49712074 0.48659765 0.35444897] [ 0.68156652 0.54323279 0.50778894 0.4854821 0.41273054] [ 0.42185923 0.4599146 0.54037698 0.52168697 0.55747012] [ 0.71668177 0.56171435 0.3833613 0.40124021 0.26005139] [ 0.57113964 0.49970992 0.43097169 0.43271235 0.386039 ] [ 0.53067166 0.5255231 0.51752232 0.49596206 0.32255455] [ 0.50813605 0.52828367 0.42662198 0.5306949 0.50425627] [ 0.50070337 0.45062653 0.47194459 0.57245937 0.37042774] [ 0.59171233 0.30593635 0.46824166 0.2950027 0.44698283] [ 0.60992543 0.53156525 0.47173223 0.31059308 0.44492308] [ 0.59752663 0.52338974 0.59071767 0.56043139 0.39036378] [ 0.5331032 0.5228688 0.58619055 0.56319894 0.43224258] [ 0.48010764 0.63421754 0.29855044 0.67109221 0.41095962] [ 0.67113519 0.58641939 0.49332175 0.65141508 0.46216957] [ 0.5778514 0.50681631 0.51950346 0.40284503 0.48851062] [ 0.51932571 0.33809275 0.43945491 0.37869846 0.50102418] [ 0.52876121 0.50006761 0.45842878 0.36951501 0.50461307] [ 0.38470874 0.43771395 0.53177932 0.8381966 0.35056628] [ 0.47835901 0.56651204 0.5059242 0.64540867 0.42377529] [ 0.42901152 0.49277758 0.48919332 0.74834492 0.44048326] [ 0.40680666 0.45960561 0.62215919 0.60732784 0.46914625] [ 0.61119511 0.66154221 0.46182689 0.6151669 0.46360581] [ 0.46293355 0.46228993 0.49374756 0.72113974 0.34435768] [ 0.57135345 0.53130318 0.41866916 0.76157949 0.47956457] [ 0.59819558 0.35682468 0.58685134 0.28287296 0.40993041] [ 0.43332839 0.49096124 0.39672726 0.4845254 0.50821171] [ 0.55483322 0.47509283 0.51047387 0.57525134 0.39028223] [ 0.52410689 0.4108878 0.64338541 0.63180328 0.32454454] [ 0.46228577 0.55777095 0.47161878 0.58965834 0.36084665] [ 0.46830936 0.47805576 0.5547109 0.75105786 0.3923907 ] [ 0.47555917 0.44379301 0.54718046 0.63034273 0.51494569] [ 0.72698825 0.40635454 0.55099804 0.32007923 0.34393589] [ 0.49810982 0.47131988 0.52497944 0.43803465 0.47369787] [ 0.45707594 0.46233864 0.52120368 0.6638041 0.55059168] [ 0.666128 0.51339382 0.66415234 0.42119733 0.4595416 ] [ 0.33075503 0.45277549 0.43373577 0.80978397 0.39356791] [ 0.46102582 0.55637318 0.44833753 0.50797841 0.61975841] [ 0.6556965 0.49610989 0.50038977 0.41759917 0.44136987] [ 0.32763519 0.45383617 0.61578678 0.75532311 0.62786316] [ 0.30898349 0.48140668 0.52090067 0.83418709 0.44919833] [ 0.4551713 0.45636601 0.49402124 0.53838326 0.41235797] [ 0.57891491 0.68466523 0.33260904 0.69742678 0.49375867] [ 0.42222243 0.4271889 0.54164825 0.74247113 0.46783468] [ 0.42162242 0.43850557 0.52114854 0.75171587 0.35681938] [ 0.44515978 0.43666211 0.52839906 0.50439227 0.39871294] [ 0.52863313 0.5966036 0.53592507 0.70496047 0.464836 ] [ 0.59358206 0.49184272 0.39734388 0.45489242 0.30241224] [ 0.29852372 0.37752225 0.58573667 0.6679856 0.40319527] [ 0.74610632 0.43816656 0.50951387 0.24091169 0.44154099] [ 0.51006999 0.54287152 0.52469517 0.51225966 0.48397779] [ 0.38575412 0.46639744 0.57100835 0.66867838 0.4690317 ] [ 0.41961475 0.42120758 0.55134936 0.7395011 0.4523241 ] [ 0.45087478 0.41897929 0.46041908 0.68175883 0.42391601] [ 0.41325787 0.53598016 0.4914594 0.62709173 0.4408729 ] [ 0.68357782 0.47978341 0.56749892 0.26801544 0.47082082] [ 0.65488202 0.48489925 0.5865653 0.36268425 0.54734684] [ 0.49109984 0.39849954 0.44166151 0.64104159 0.29878826] [ 0.5110907 0.43084973 0.53238466 0.61009661 0.35400327] [ 0.42431316 0.44262436 0.56039934 0.61871118 0.4440911 ] [ 0.5245372 0.49888495 0.54262756 0.66467632 0.41222314] Progress: 5.1% ... Training loss: 0.849 ... Validation loss: 1.320[ 0.40913665 0.55913022 0.44289988 0.73537836 0.32934205] [ 0.52265557 0.47756257 0.54590749 0.56063074 0.38905865] [ 0.485299 0.50434914 0.54181331 0.46546202 0.48465542] [ 0.72567988 0.40283399 0.44775272 0.47817872 0.32750787] [ 0.65479442 0.45994162 0.42388102 0.4575524 0.31914406] [ 0.55525846 0.539478 0.47511498 0.72204914 0.39387714] [ 0.30695789 0.50888564 0.48524827 0.85833432 0.48909524] [ 0.29705976 0.49098215 0.54254244 0.84707122 0.55813878] [ 0.54476151 0.42020005 0.47313901 0.55381709 0.35924454] [ 0.61404941 0.2907632 0.48297059 0.50523283 0.35988521] [ 0.53695372 0.41203172 0.64504836 0.56774343 0.48055793] [ 0.58508392 0.40561546 0.45040089 0.55280621 0.55799223] [ 0.6749597 0.46944743 0.41337755 0.24954245 0.40993246] [ 0.67319513 0.55273613 0.45423487 0.51521908 0.35575651] [ 0.55856797 0.52940267 0.43689309 0.35929199 0.35354669] [ 0.65576123 0.36998501 0.55171302 0.21647833 0.47132223] [ 0.65086637 0.46574608 0.49768915 0.38853461 0.34994528] [ 0.49149686 0.41089054 0.47908673 0.68488698 0.31592384] [ 0.65750766 0.57320248 0.54102053 0.46434632 0.55245253] [ 0.46025611 0.43309737 0.65651758 0.66780312 0.39255015] [ 0.47484345 0.57179562 0.46495017 0.55272656 0.46721392] [ 0.43954182 0.49476428 0.61490921 0.69277196 0.42717737] [ 0.3570235 0.44967991 0.5622877 0.72999624 0.46650046] [ 0.67152537 0.49420751 0.54837629 0.45976591 0.36384532] [ 0.49175627 0.48069509 0.63854122 0.70800241 0.37346431] [ 0.53234916 0.61074002 0.41731112 0.66964013 0.42504819] [ 0.49259332 0.48794809 0.37806226 0.6294455 0.40434019] [ 0.63563969 0.45977875 0.57364606 0.45582687 0.46132997] [ 0.45031608 0.40671916 0.45348111 0.7065816 0.33993545] [ 0.65455866 0.54312693 0.46566205 0.52756242 0.29457893] [ 0.55830596 0.48864862 0.51029275 0.60054292 0.39541306] [ 0.37828442 0.44885474 0.70871638 0.70021564 0.52316535] [ 0.58765324 0.49509155 0.48222694 0.53675916 0.3832549 ] [ 0.38937004 0.53773663 0.49342713 0.61716816 0.47003527] [ 0.5722017 0.40132639 0.38736191 0.45509706 0.37054784] [ 0.39293255 0.41347172 0.55690346 0.71646888 0.51754215] [ 0.77655415 0.51102326 0.44613257 0.22223632 0.26898468] [ 0.65080846 0.37498388 0.55985379 0.40387525 0.48790928] [ 0.48176564 0.44169842 0.53206623 0.55639442 0.3662403 ] [ 0.77355009 0.55444825 0.52239923 0.21594323 0.42785677] [ 0.59177827 0.5043789 0.65303443 0.32505786 0.49479792] [ 0.60585741 0.44510948 0.58729415 0.3059796 0.35684401] [ 0.50818304 0.39431024 0.47896612 0.70663083 0.31393088] [ 0.42959253 0.45651781 0.40660451 0.71667163 0.47631648] [ 0.51798528 0.38846274 0.64086038 0.74569952 0.38814427] [ 0.6529977 0.46792704 0.58014479 0.37516358 0.45339809] [ 0.53080278 0.5520763 0.44018584 0.47926237 0.3827228 ] [ 0.50087215 0.33951865 0.56438103 0.59397051 0.36343146] [ 0.35934409 0.426302 0.5180783 0.80642062 0.55031931] [ 0.53927645 0.46641121 0.50953382 0.43689913 0.48220068] [ 0.54513958 0.43933546 0.56541842 0.42072598 0.38450891] [ 0.34938998 0.43727002 0.45330332 0.67247095 0.40278371] [ 0.66856765 0.4634315 0.44607922 0.34587944 0.3160911 ] [ 0.47133777 0.49013587 0.40987929 0.75638186 0.47961994] [ 0.7528381 0.50115437 0.40473412 0.49632371 0.33197999] [ 0.54418166 0.34675334 0.59638196 0.52968633 0.29128247] [ 0.42435422 0.60757928 0.49212244 0.64573061 0.42713399] [ 0.44934844 0.33136626 0.47719502 0.48035588 0.56657435] [ 0.41772536 0.38199633 0.45722386 0.57819403 0.39963388] [ 0.59581443 0.44444775 0.52417698 0.45058916 0.54954562] [ 0.51292738 0.44859036 0.52440991 0.80680065 0.44949908] [ 0.49134816 0.36176612 0.51819661 0.6043377 0.33881544] [ 0.54397771 0.58085611 0.44041845 0.45027071 0.46680275] [ 0.53646849 0.6090651 0.47161871 0.58642536 0.43245178] [ 0.57801044 0.59224409 0.49155406 0.60254612 0.46291302] [ 0.52917471 0.47038755 0.52266653 0.43418198 0.46387834] [ 0.45352969 0.52144348 0.45528419 0.72269536 0.47548496] [ 0.41005886 0.47866703 0.34491604 0.78141148 0.44600081] [ 0.50531345 0.54644519 0.31173431 0.72257915 0.47101345] [ 0.54347415 0.44876122 0.5364135 0.46537691 0.57754268] [ 0.3536516 0.50462249 0.41640512 0.86202466 0.45442027] [ 0.54558822 0.61870842 0.37480928 0.62385557 0.43901959] [ 0.63296764 0.50578683 0.37823102 0.41624227 0.36376897] [ 0.47566585 0.47163113 0.49217327 0.39090249 0.54657879] [ 0.63072009 0.50672368 0.46289806 0.58146733 0.44154939] [ 0.63603635 0.52340599 0.37003972 0.53248266 0.40883596] [ 0.65153325 0.46748077 0.43240818 0.5391433 0.30375903] [ 0.49256012 0.35355199 0.47129072 0.69133662 0.5079292 ] [ 0.5654446 0.53108751 0.50263557 0.66997402 0.46706258] [ 0.49058513 0.50587169 0.54319766 0.76539439 0.40957959] [ 0.53843536 0.45423711 0.42088208 0.68036597 0.440313 ] [ 0.55245734 0.48805684 0.54693076 0.54659663 0.52795221] [ 0.49939991 0.65128167 0.50201113 0.59811292 0.53451713] [ 0.47435093 0.42274127 0.51120011 0.6504297 0.35625605] [ 0.69776069 0.50928247 0.44357026 0.30547106 0.33243751] [ 0.38783634 0.56114341 0.39903807 0.60468671 0.36666343] [ 0.47786254 0.37536193 0.43225942 0.57421089 0.457659 ] [ 0.68453996 0.4689936 0.48938533 0.57789569 0.40870405] [ 0.3765768 0.40869823 0.48381856 0.64261712 0.35277977] [ 0.5713649 0.45339315 0.54804474 0.41273992 0.36635889] [ 0.59856567 0.5053898 0.57473771 0.43613645 0.52014116] [ 0.37771513 0.43475001 0.48117827 0.65392665 0.48444549] [ 0.69515962 0.48881173 0.57650931 0.33700485 0.30195266] [ 0.54861491 0.6410501 0.36137474 0.77553221 0.27326798] [ 0.5309295 0.40716999 0.64571252 0.35408462 0.49844446] [ 0.38706016 0.49127124 0.39807065 0.6850698 0.34476581] [ 0.6935712 0.48414345 0.35880758 0.5908247 0.3913787 ] [ 0.68374897 0.47329389 0.41331009 0.23786647 0.34230622] [ 0.55044149 0.50346013 0.47492911 0.46196114 0.43206224] [ 0.5494459 0.53396232 0.50045595 0.40741757 0.45566645] [ 0.56403521 0.52895626 0.48494959 0.32391555 0.45093691] [ 0.65057284 0.50007714 0.41406768 0.39266956 0.32354644] [ 0.69370248 0.53428524 0.44393767 0.39842836 0.42592172] [ 0.7468301 0.40677381 0.49743683 0.44042957 0.52830746] [ 0.48285397 0.35028367 0.37081973 0.64880175 0.48925597] [ 0.38702376 0.52492718 0.50624717 0.79276026 0.39402967] [ 0.68377413 0.55122007 0.56004589 0.25058117 0.52321453] [ 0.59077037 0.43287241 0.51431808 0.456548 0.51911508] [ 0.28976991 0.38247613 0.582463 0.87456444 0.5993338 ] [ 0.58561896 0.48708876 0.52042372 0.52380216 0.45859043] [ 0.54685321 0.51486532 0.50206021 0.65672767 0.55320892] [ 0.48065076 0.47888865 0.5117152 0.48563561 0.51066318] [ 0.59310912 0.44827038 0.56090405 0.53657973 0.64725489] [ 0.73993533 0.45820721 0.5693338 0.23419745 0.37691692] [ 0.56903506 0.61022086 0.43919713 0.45467737 0.45033652] [ 0.34650173 0.40626587 0.52769341 0.66338658 0.36298903] [ 0.61543745 0.52875012 0.45651344 0.44007332 0.36975519] [ 0.50731021 0.40112811 0.53339986 0.53721674 0.36459245] [ 0.62108186 0.62706783 0.42437223 0.67640234 0.51229597] [ 0.34656942 0.50376515 0.48852726 0.63701321 0.36574177] [ 0.32005083 0.50986901 0.44444962 0.51262637 0.47933322] [ 0.47984196 0.45741997 0.46118213 0.42318655 0.50535335] [ 0.40396095 0.4013044 0.51175653 0.65971581 0.37620148] [ 0.70306386 0.39690198 0.61293962 0.2817302 0.4532769 ] [ 0.57894611 0.42568422 0.39645806 0.4010321 0.32543375] [ 0.44816794 0.41359349 0.54834554 0.661724 0.40717264] [ 0.52636063 0.57550933 0.55036873 0.5675504 0.41555993] [ 0.3603006 0.44020692 0.60934959 0.71311775 0.51126596] Progress: 5.2% ... Training loss: 0.848 ... Validation loss: 1.322[ 0.66687281 0.41607687 0.43374939 0.38552475 0.42189828] [ 0.50819543 0.51775928 0.39175326 0.70397799 0.3724012 ] [ 0.46502556 0.4366199 0.61876819 0.67508234 0.49008545] [ 0.50959371 0.46562858 0.42891933 0.78331665 0.46336368] [ 0.56425693 0.50744647 0.46939649 0.45518908 0.39894464] [ 0.54043373 0.54048857 0.37649872 0.60672568 0.41426517] [ 0.27290562 0.34055092 0.49320022 0.83941162 0.58013825] [ 0.4837752 0.48560984 0.47341738 0.66912049 0.54609019] [ 0.45035086 0.52808728 0.52890274 0.73725976 0.53120862] [ 0.33393439 0.54333857 0.54764223 0.83560519 0.48662182] [ 0.70733452 0.41293382 0.50674063 0.22609416 0.4064454 ] [ 0.44851926 0.35521237 0.45893225 0.77657856 0.35764622] [ 0.48099988 0.35023677 0.62966415 0.52940414 0.35630085] [ 0.56847721 0.55934242 0.45358995 0.68653342 0.40672507] [ 0.63638093 0.4676019 0.49029618 0.30641545 0.43847803] [ 0.52539836 0.55932536 0.56072461 0.70372803 0.29270922] [ 0.25415537 0.4025599 0.44970578 0.80677728 0.59311024] [ 0.57478431 0.48704756 0.39898211 0.48632391 0.37061449] [ 0.35885219 0.44206003 0.50494144 0.7895049 0.46461058] [ 0.684008 0.35729748 0.5026162 0.37035542 0.40817779] [ 0.47838919 0.40126824 0.51274717 0.67258172 0.59999641] [ 0.33646744 0.34197183 0.47090105 0.85118237 0.41217987] [ 0.60895697 0.59120469 0.41429402 0.51640562 0.37478667] [ 0.52929916 0.36379481 0.44530595 0.58645514 0.4055772 ] [ 0.42055256 0.46392346 0.45229653 0.86867722 0.45163786] [ 0.68244783 0.49476749 0.53950638 0.31191585 0.49179447] [ 0.38566181 0.49193379 0.39799057 0.68555908 0.34498316] [ 0.29271723 0.46568568 0.51937182 0.74764696 0.53214813] [ 0.70342328 0.44162708 0.59682729 0.41689882 0.44165111] [ 0.64294989 0.39458729 0.48881935 0.60871303 0.30495393] [ 0.44715081 0.54602468 0.51777936 0.6298383 0.46813952] [ 0.59435376 0.65344265 0.44515949 0.6239108 0.34955469] [ 0.58362106 0.38691684 0.50850858 0.53012988 0.48876173] [ 0.55038512 0.40890387 0.48302486 0.25201597 0.45300753] [ 0.42087685 0.53480275 0.50021808 0.84069101 0.35465336] [ 0.65583936 0.59964744 0.45900378 0.61180963 0.35504977] [ 0.54871526 0.35522948 0.55959625 0.43832102 0.38342532] [ 0.55982077 0.32534316 0.55543737 0.5969701 0.30475705] [ 0.50477247 0.50417023 0.43214542 0.52860871 0.49376753] [ 0.5052865 0.4737699 0.44247902 0.71025077 0.30786823] [ 0.68950323 0.54924958 0.54653751 0.30044248 0.54910462] [ 0.59371441 0.59466107 0.44285401 0.64870714 0.37090594] [ 0.74444665 0.41463636 0.46261879 0.15334813 0.28783821] [ 0.46185247 0.42845037 0.51180484 0.67668191 0.32669698] [ 0.7017697 0.47281871 0.40554094 0.3877034 0.36705107] [ 0.67032204 0.47626243 0.53309613 0.3396182 0.46740691] [ 0.68977432 0.38245405 0.39325134 0.3502225 0.3125094 ] [ 0.5091877 0.34366677 0.48504695 0.58052824 0.35531853] [ 0.45287341 0.62102583 0.47285743 0.69557071 0.57740827] [ 0.7018835 0.46041633 0.55551108 0.31808645 0.46935597] [ 0.66850107 0.61330346 0.59138101 0.43588883 0.4552003 ] [ 0.61468768 0.63893035 0.37636655 0.52806641 0.48752571] [ 0.75907527 0.55381718 0.55412391 0.26996494 0.32311238] [ 0.31438953 0.44543124 0.5016901 0.83882904 0.37194316] [ 0.68883374 0.55301407 0.50733743 0.40891345 0.44142674] [ 0.54426056 0.57521993 0.53130572 0.34767764 0.53701742] [ 0.62001657 0.41908699 0.46083921 0.528586 0.41692621] [ 0.60587177 0.44203373 0.57494473 0.40792935 0.57950696] [ 0.53691723 0.5472275 0.36467692 0.57234753 0.3391194 ] [ 0.56252294 0.32102057 0.42169744 0.45367494 0.43867346] [ 0.48492177 0.59976803 0.40676465 0.74952502 0.53811477] [ 0.61880663 0.42594357 0.52037008 0.30447464 0.48192644] [ 0.48688167 0.55792385 0.35720307 0.69391648 0.41531273] [ 0.72399861 0.39473298 0.51480647 0.12233526 0.34405345] [ 0.55404676 0.54392149 0.5129823 0.4218934 0.49337882] [ 0.48549782 0.50773291 0.5636651 0.66589097 0.56512742] [ 0.62618501 0.34894211 0.51231055 0.39381825 0.48749935] [ 0.29602621 0.49154675 0.54246941 0.84733311 0.5583526 ] [ 0.32343024 0.43755695 0.5452159 0.76402064 0.50066106] [ 0.63988743 0.37443614 0.52691488 0.24653344 0.40397338] [ 0.69278158 0.43327878 0.4874033 0.34586684 0.47017977] [ 0.71846151 0.50189818 0.50424745 0.44441305 0.45297663] [ 0.48968041 0.62849054 0.5264828 0.65018903 0.49012456] [ 0.46719733 0.35026618 0.56845477 0.5513396 0.33883727] [ 0.48845229 0.44637512 0.5538074 0.73175421 0.55933287] [ 0.62204887 0.53684761 0.53196815 0.60776325 0.31949039] [ 0.60185605 0.32846517 0.56550619 0.31758497 0.42820006] [ 0.55658316 0.52261484 0.46439367 0.45892446 0.49690102] [ 0.64308014 0.47733573 0.53728998 0.45747357 0.50165324] [ 0.77491637 0.55358493 0.52251162 0.21533474 0.42753705] [ 0.63089151 0.49174294 0.42939716 0.42215697 0.36712495] [ 0.56748414 0.46362348 0.38382525 0.48813656 0.30352315] [ 0.36223962 0.44042031 0.50199175 0.59452317 0.56548414] [ 0.66925096 0.48190968 0.43844061 0.33937715 0.30988353] [ 0.35960358 0.29492739 0.56249417 0.8092792 0.60695005] [ 0.54748064 0.51326711 0.47742457 0.74721861 0.26522632] [ 0.37573914 0.55562339 0.50408208 0.71339243 0.51694705] [ 0.63344759 0.4256195 0.61494462 0.31193066 0.34843965] [ 0.60133944 0.44891394 0.36030673 0.69370534 0.46910173] [ 0.59556947 0.56256434 0.37258848 0.54854495 0.46743993] [ 0.63597034 0.54032664 0.58276818 0.47618424 0.42778309] [ 0.60397023 0.50947039 0.49212865 0.55742138 0.49331949] [ 0.75642114 0.50198257 0.59697056 0.43430291 0.43168891] [ 0.56704867 0.54100173 0.68035401 0.43800941 0.41003372] [ 0.30216307 0.38762487 0.49793462 0.73241308 0.41675168] [ 0.51983073 0.33332182 0.46927705 0.60545529 0.50300565] [ 0.29418902 0.43541226 0.5646925 0.70438742 0.50695516] [ 0.61486958 0.3964316 0.47106564 0.36429347 0.41835318] [ 0.71671429 0.46276189 0.46422977 0.16387142 0.35042168] [ 0.49301509 0.61343485 0.53320066 0.66986058 0.5297159 ] [ 0.6462806 0.48748473 0.37074313 0.55683997 0.42586088] [ 0.44008702 0.37995182 0.44331201 0.73133099 0.54327807] [ 0.54620108 0.55926971 0.61141359 0.56461318 0.40652075] [ 0.41153795 0.53474337 0.42864373 0.65796425 0.39982354] [ 0.343441 0.37187502 0.6453193 0.72010136 0.47569502] [ 0.665233 0.59480797 0.48617082 0.40403228 0.41263079] [ 0.52432519 0.44745877 0.59523652 0.65111181 0.33423406] [ 0.6883017 0.50815488 0.54220493 0.32755393 0.43851478] [ 0.44247699 0.56341354 0.36424171 0.71143145 0.41560544] [ 0.49402545 0.54325772 0.39896593 0.6480753 0.37973229] [ 0.66581041 0.42001896 0.45335408 0.3328309 0.36641177] [ 0.46453259 0.4616039 0.49383125 0.7204369 0.3441315 ] [ 0.53145997 0.49161136 0.36167503 0.7366721 0.43390017] [ 0.44937579 0.43447896 0.53355569 0.51551054 0.40229249] [ 0.67919362 0.50692231 0.57007937 0.26886623 0.41325212] [ 0.45063833 0.36076955 0.51505136 0.74242595 0.45675551] [ 0.57458637 0.40247289 0.36744818 0.41769275 0.28707747] [ 0.44671431 0.56058839 0.49635022 0.67594148 0.47685943] [ 0.54189179 0.51985181 0.46217556 0.59292876 0.56902721] [ 0.43596139 0.45591099 0.61937056 0.57878223 0.54561787] [ 0.42462512 0.43655684 0.46166831 0.64626673 0.36953351] [ 0.48023166 0.36187522 0.67165079 0.60908234 0.50181357] [ 0.65265459 0.47640057 0.55894621 0.17862333 0.42383174] [ 0.61622401 0.56328261 0.23230923 0.68204485 0.36889551] [ 0.67600045 0.44804819 0.45995606 0.44344916 0.38042699] [ 0.5207931 0.4323706 0.49134415 0.56098913 0.48367635] [ 0.54396345 0.52553841 0.43079244 0.44555648 0.37618122] [ 0.61136271 0.58834324 0.46799367 0.65407191 0.39839487] Progress: 5.2% ... Training loss: 0.847 ... Validation loss: 1.322[ 0.26803493 0.50938275 0.56852665 0.89626296 0.57506603] [ 0.63720896 0.37587153 0.53480495 0.35422716 0.5254451 ] [ 0.31004837 0.3861552 0.49876607 0.83513159 0.52869681] [ 0.47060764 0.40614624 0.60583207 0.59267427 0.33617708] [ 0.47897219 0.43194941 0.50532716 0.63582086 0.58842589] [ 0.69479295 0.47868293 0.62142541 0.33034591 0.4966523 ] [ 0.65697781 0.48382585 0.58669816 0.3616361 0.54695238] [ 0.51410728 0.51998271 0.31072716 0.52651534 0.42136306] [ 0.57763146 0.56060417 0.32678005 0.37577562 0.3521259 ] [ 0.53119666 0.59903149 0.45653841 0.54313396 0.36113123] [ 0.65891011 0.47251378 0.48630533 0.44682864 0.32167571] [ 0.65429745 0.53017266 0.55138952 0.45084269 0.3703173 ] [ 0.39077979 0.31672613 0.55522407 0.74129733 0.42807113] [ 0.48203598 0.277147 0.49335129 0.60069262 0.39089162] [ 0.54774933 0.29697788 0.62561438 0.50067718 0.4898392 ] [ 0.53594063 0.60184978 0.55358267 0.66601347 0.41468617] [ 0.61141051 0.52454193 0.34156184 0.46768064 0.47597992] [ 0.49050994 0.53059536 0.60307203 0.48856277 0.49251109] [ 0.33591719 0.46603986 0.64937922 0.80276954 0.50285656] [ 0.56763773 0.54168763 0.46065687 0.44561473 0.32715855] [ 0.58040917 0.48903945 0.58972842 0.50106721 0.4676822 ] [ 0.66339148 0.4720587 0.52028886 0.19417439 0.47506365] [ 0.50980344 0.50972809 0.49227032 0.58596344 0.34101284] [ 0.66665088 0.36467304 0.53315875 0.373618 0.38953968] [ 0.60617585 0.45688905 0.34759022 0.44667734 0.43867969] [ 0.53603251 0.54797416 0.57490752 0.51545938 0.42319778] [ 0.5764977 0.48125389 0.46118942 0.40250965 0.48148469] [ 0.63220697 0.54127318 0.48947093 0.39001957 0.53615671] [ 0.6654043 0.41400928 0.50394263 0.30701842 0.45564437] [ 0.33751881 0.37834367 0.6273411 0.66788042 0.49730077] [ 0.24757561 0.37235534 0.56460097 0.80286712 0.55082621] [ 0.57391595 0.51621201 0.38342837 0.57686005 0.35503986] [ 0.54459402 0.46053401 0.66045116 0.67108324 0.3736429 ] [ 0.64282165 0.37708237 0.58451388 0.2623156 0.42668083] [ 0.57314094 0.58283283 0.33444171 0.67150954 0.46565295] [ 0.57796135 0.50460791 0.37184827 0.68616958 0.51406869] [ 0.42089452 0.60894997 0.46734649 0.62830897 0.43375591] [ 0.50826316 0.42925961 0.44682132 0.51436792 0.4780337 ] [ 0.50247694 0.50224303 0.55838996 0.62143732 0.33368568] [ 0.61435857 0.42042436 0.58944994 0.43910566 0.411588 ] [ 0.5684966 0.48446988 0.60542327 0.4077297 0.45958398] [ 0.44088512 0.48192866 0.47191386 0.4577652 0.50323759] [ 0.3619372 0.56214883 0.50063327 0.59362409 0.52972266] [ 0.39477514 0.61377691 0.45736902 0.61129545 0.55573457] [ 0.54760148 0.38778264 0.57992097 0.39941961 0.67096416] [ 0.67229268 0.33303824 0.56539216 0.34376986 0.51354001] [ 0.58035583 0.43093152 0.5145358 0.32531255 0.5433677 ] [ 0.41082964 0.49664439 0.56389958 0.82147945 0.45809057] [ 0.4673069 0.55477514 0.61371908 0.5960986 0.41200242] [ 0.63117475 0.5097609 0.57525734 0.47673104 0.37589844] [ 0.59576723 0.57820686 0.39404829 0.48457635 0.39686038] [ 0.58902238 0.46036687 0.62954891 0.41638021 0.42927943] [ 0.63943981 0.50043829 0.43054748 0.62328034 0.30096681] [ 0.48626426 0.50529045 0.33724578 0.68378937 0.41302915] [ 0.26170945 0.36406461 0.54119679 0.82463305 0.42124599] [ 0.41322937 0.53242528 0.52084661 0.77674203 0.33045264] [ 0.62929889 0.49701746 0.5359446 0.27113508 0.54738626] [ 0.54466821 0.55683788 0.46017852 0.51509144 0.38149789] [ 0.58981502 0.46594961 0.40422185 0.43161636 0.33858381] [ 0.38041075 0.54965144 0.55788865 0.72208819 0.47902836] [ 0.38256881 0.55453723 0.37778553 0.80537749 0.4117248 ] [ 0.65613689 0.37392832 0.46645594 0.25350299 0.38604849] [ 0.37335259 0.5244845 0.63123149 0.67806029 0.5523083 ] [ 0.46915086 0.55211685 0.43288809 0.7670142 0.45919324] [ 0.68468331 0.45645481 0.44096968 0.33161936 0.44769353] [ 0.51780395 0.51433899 0.4427746 0.55484996 0.55148573] [ 0.46303653 0.51529097 0.54342774 0.77496516 0.41106699] [ 0.4968924 0.44885486 0.43809449 0.45027223 0.37212863] [ 0.55698824 0.68977345 0.51703665 0.62344513 0.43876508] [ 0.59119554 0.45775844 0.56235489 0.40242301 0.32281005] [ 0.38141681 0.44696194 0.49914769 0.7226326 0.31796388] [ 0.62171787 0.44292972 0.57872463 0.25845401 0.50237953] [ 0.46412432 0.515881 0.60162597 0.78497141 0.4287121 ] [ 0.5829259 0.55822658 0.4949964 0.35360716 0.42193923] [ 0.66868685 0.43738902 0.49543495 0.34295852 0.4527645 ] [ 0.37955747 0.55225026 0.50411299 0.77105284 0.42892688] [ 0.38210286 0.53440636 0.42380706 0.68573049 0.45797097] [ 0.50281603 0.48135287 0.54857002 0.5932235 0.44548407] [ 0.52966665 0.56235349 0.53034091 0.52412201 0.33852206] [ 0.67937545 0.47803972 0.44938935 0.23816839 0.40379218] [ 0.64565989 0.51983339 0.42497182 0.38975393 0.45497062] [ 0.45369849 0.4826897 0.51147568 0.46474727 0.47258741] [ 0.52058884 0.3723673 0.60230711 0.52814079 0.56609229] [ 0.54496778 0.52334117 0.41614807 0.35807253 0.49907892] [ 0.5790481 0.43457387 0.5397593 0.42105872 0.43105084] [ 0.57639533 0.4959113 0.59763374 0.37201951 0.47251333] [ 0.54049558 0.48358176 0.56218566 0.55404776 0.43110916] [ 0.59642316 0.50967973 0.52869474 0.47443838 0.3618649 ] [ 0.51972545 0.55899901 0.56905877 0.50417378 0.40112356] [ 0.66460346 0.40580621 0.56296617 0.32991308 0.34348363] [ 0.47346662 0.51722967 0.40510356 0.52456855 0.47821907] [ 0.63821603 0.57850936 0.4517771 0.54983467 0.41898534] [ 0.69925152 0.53736008 0.5342923 0.27494362 0.3782251 ] [ 0.37501919 0.48954037 0.57740659 0.82530575 0.41005589] [ 0.64319783 0.54423476 0.4901039 0.34189119 0.38930994] [ 0.52355149 0.59145596 0.31763074 0.6269674 0.32968755] [ 0.677952 0.60918172 0.44335555 0.36018459 0.46675144] [ 0.56877427 0.54710429 0.59023444 0.53359995 0.4958831 ] [ 0.46188348 0.44213366 0.3603734 0.7861969 0.51092609] [ 0.71674468 0.4715244 0.3901704 0.55986898 0.31795494] [ 0.37739114 0.36371647 0.603951 0.67722735 0.50111955] [ 0.56629155 0.54042819 0.37164277 0.74416375 0.37462 ] [ 0.51613014 0.40614116 0.55155836 0.31732835 0.60474568] [ 0.36677124 0.45926278 0.44743095 0.82937384 0.40642083] [ 0.53492295 0.54631662 0.5098969 0.45909917 0.41938032] [ 0.53908434 0.56773203 0.45906824 0.56446975 0.51756377] [ 0.55477659 0.40979486 0.56052264 0.44471472 0.61651932] [ 0.76641606 0.64258504 0.24977725 0.52695793 0.28236207] [ 0.4267218 0.42017792 0.49507729 0.51227688 0.55567465] [ 0.24127247 0.47863719 0.59844235 0.79496355 0.56810179] [ 0.38503304 0.37928198 0.53327321 0.64472702 0.54717592] [ 0.70569555 0.39552214 0.61311948 0.28056827 0.45275592] [ 0.70174721 0.56252431 0.5174312 0.31507381 0.35764825] [ 0.51436111 0.49385358 0.39381435 0.81422074 0.44497476] [ 0.34538805 0.38612263 0.44119972 0.89974334 0.48724506] [ 0.64131184 0.60945255 0.43805846 0.41297756 0.45974109] [ 0.57550271 0.46111312 0.37937745 0.3886827 0.34925112] [ 0.58711495 0.43723664 0.46646944 0.66231723 0.5013066 ] [ 0.52867885 0.48648726 0.54078223 0.36536888 0.54196024] [ 0.41313438 0.41080675 0.60053632 0.64517389 0.45345971] [ 0.38223848 0.38425341 0.54388507 0.74679683 0.35417573] [ 0.56365245 0.43773274 0.57830061 0.41856118 0.52666675] [ 0.67937437 0.55801419 0.45757777 0.56955021 0.33278322] [ 0.42312108 0.51662103 0.57249458 0.66837623 0.4950065 ] [ 0.671755 0.55037998 0.51222751 0.36990217 0.39285204] [ 0.53366325 0.406037 0.64585374 0.3530029 0.49800974] [ 0.54522999 0.36254852 0.35059231 0.6309184 0.48801547] [ 0.61911675 0.3809234 0.57819716 0.41860722 0.43652709] Progress: 5.2% ... Training loss: 0.845 ... Validation loss: 1.326[ 0.57587235 0.42821651 0.54766588 0.27867342 0.48550635] [ 0.45312586 0.36426155 0.66415307 0.6128268 0.33202877] [ 0.3756375 0.4092232 0.4837447 0.64291732 0.35296082] [ 0.33988708 0.36515292 0.55613365 0.68903298 0.3661534 ] [ 0.30959157 0.37437362 0.48785245 0.66738588 0.49082608] [ 0.35382764 0.35864855 0.41302862 0.71207786 0.3993415 ] [ 0.72678422 0.4728251 0.42479409 0.44136145 0.2808371 ] [ 0.51455498 0.2972656 0.43151601 0.62392506 0.33714476] [ 0.61574391 0.41329754 0.54364151 0.25963027 0.53935127] [ 0.34252154 0.29954282 0.4548815 0.80079981 0.50675071] [ 0.39869986 0.45639449 0.47743531 0.66711579 0.39943081] [ 0.36739436 0.58378189 0.5703296 0.73783945 0.51773961] [ 0.71364553 0.42502716 0.44830739 0.28913309 0.31762606] [ 0.40916781 0.62024141 0.51064482 0.60936376 0.46730039] [ 0.61338842 0.56366459 0.4931763 0.67382071 0.33060464] [ 0.34321574 0.50502071 0.49817933 0.64821321 0.4644395 ] [ 0.50414471 0.59216538 0.34542062 0.69075719 0.501324 ] [ 0.65166261 0.57057825 0.46347164 0.3030522 0.33690483] [ 0.53911636 0.5113229 0.36196443 0.48386569 0.43059537] [ 0.5961439 0.41085597 0.66146828 0.35221171 0.41520771] [ 0.56907558 0.58255543 0.36698489 0.730242 0.50837325] [ 0.44764711 0.56446054 0.33715515 0.71391515 0.34241775] [ 0.69301837 0.41719116 0.35553067 0.42182838 0.33970018] [ 0.44368923 0.63495826 0.33011719 0.67414765 0.40575221] [ 0.65257011 0.46685283 0.38695886 0.40164442 0.31816565] [ 0.49047996 0.42622318 0.62743609 0.64712996 0.40728473] [ 0.64289313 0.49439464 0.60026719 0.33346402 0.49742255] [ 0.65198873 0.36571364 0.39868612 0.4180463 0.35655384] [ 0.41971023 0.47866777 0.45539009 0.46916481 0.44793001] [ 0.54186429 0.26775844 0.48684884 0.58175284 0.29373773] [ 0.54605327 0.43307358 0.45326006 0.58045289 0.47851361] [ 0.5147495 0.44945531 0.39201922 0.71677516 0.45648514] [ 0.5077144 0.54257816 0.32374344 0.51201658 0.40666189] [ 0.60177082 0.52800261 0.44396574 0.342276 0.44766729] [ 0.5466695 0.51595515 0.63556683 0.60679403 0.33901948] [ 0.46882911 0.52100178 0.40161223 0.51706398 0.48722945] [ 0.54811196 0.4721777 0.53329352 0.45987656 0.55056027] [ 0.63101943 0.46962361 0.49332391 0.31421924 0.46395105] [ 0.67874893 0.36166794 0.53898425 0.4592726 0.51197125] [ 0.55561918 0.47176205 0.57619651 0.73602298 0.2806382 ] [ 0.606622 0.45170471 0.4872076 0.29868639 0.42604364] [ 0.4661759 0.47685255 0.59036639 0.72732733 0.35945357] [ 0.48857315 0.52016249 0.42755608 0.57705726 0.39797033] [ 0.68738704 0.47945422 0.38441611 0.53558078 0.35334251] [ 0.59648563 0.39363244 0.57625187 0.45252319 0.44607039] [ 0.59789902 0.4434356 0.50914374 0.31770933 0.45866869] [ 0.50413059 0.38082054 0.42445896 0.55798732 0.62789971] [ 0.74579986 0.42724563 0.4179099 0.15752459 0.28497635] [ 0.58042362 0.32643462 0.52823381 0.33037886 0.44375082] [ 0.43790967 0.47493464 0.63026424 0.78653967 0.37613341] [ 0.65930309 0.41219395 0.62279989 0.33565022 0.36906411] [ 0.65415862 0.51244383 0.51504505 0.37648174 0.4321261 ] [ 0.46177323 0.55812759 0.51433433 0.51259828 0.49086404] [ 0.5776524 0.58406643 0.47243796 0.41429002 0.40394749] [ 0.36703148 0.45867812 0.59851701 0.71772472 0.41796995] [ 0.4614472 0.38828479 0.59873741 0.57435786 0.41946393] [ 0.61439674 0.41494889 0.64476966 0.33218763 0.50110242] [ 0.65919232 0.34050107 0.52626739 0.23847935 0.48259184] [ 0.63529888 0.59939541 0.34396264 0.65082165 0.42839441] [ 0.64710608 0.57063701 0.51222002 0.54486863 0.486051 ] [ 0.6576245 0.41291048 0.58974966 0.42402227 0.44953514] [ 0.47948402 0.5271616 0.56078748 0.52482952 0.5616451 ] [ 0.50682064 0.39545619 0.46498531 0.37418125 0.5434091 ] [ 0.44524729 0.35120031 0.44323768 0.55329175 0.37026605] [ 0.45935218 0.35098463 0.48431415 0.60165484 0.59447754] [ 0.66888526 0.34532424 0.491681 0.26732889 0.38937377] [ 0.73804964 0.50091813 0.40945439 0.2526376 0.30078369] [ 0.64548497 0.58633177 0.52214384 0.54683216 0.53063802] [ 0.47425546 0.42375946 0.45788269 0.57955144 0.44686652] [ 0.48435585 0.59084219 0.42746585 0.82087973 0.53079907] [ 0.47368985 0.59371278 0.56198803 0.54751485 0.44903469] [ 0.4053107 0.43588634 0.38833091 0.73375469 0.50580601] [ 0.63501342 0.46384398 0.50874686 0.49946757 0.43128264] [ 0.57783884 0.52149437 0.55974448 0.56148338 0.45326522] [ 0.52910348 0.59741047 0.46201866 0.76282569 0.48105549] [ 0.39997286 0.44517581 0.55934319 0.75971859 0.48835285] [ 0.74469587 0.38888942 0.44606672 0.23670486 0.29690936] [ 0.51632359 0.40605895 0.55157255 0.31724954 0.60470626] [ 0.49855072 0.47825846 0.4909102 0.55485493 0.41555665] [ 0.66217865 0.6013358 0.46095192 0.33351892 0.3808042 ] [ 0.29563425 0.49916701 0.46902176 0.72867952 0.47610071] [ 0.61508914 0.46362736 0.51988724 0.31819713 0.4656899 ] [ 0.47787008 0.43227137 0.5094885 0.68706535 0.37938169] [ 0.44631575 0.54642218 0.51772708 0.63010744 0.46827952] [ 0.78628576 0.46660089 0.45290778 0.27290496 0.39041561] [ 0.67166832 0.38975992 0.3599719 0.39312234 0.4162479 ] [ 0.66199053 0.47442716 0.47675366 0.35480497 0.48751889] [ 0.42650082 0.59478616 0.49334123 0.65553124 0.55373911] [ 0.50748766 0.40801223 0.6129995 0.31030611 0.61170927] [ 0.65930595 0.47581198 0.43013592 0.53273473 0.46660453] [ 0.37392426 0.49007409 0.57733552 0.82560233 0.41024154] [ 0.63681883 0.4533375 0.60110837 0.31005941 0.40567781] [ 0.71906763 0.46141832 0.46441601 0.16305097 0.34996821] [ 0.3565256 0.32563289 0.46469787 0.67031197 0.46485975] [ 0.62617553 0.4710072 0.4494619 0.45190077 0.46229873] [ 0.58777893 0.60253503 0.37485095 0.46778063 0.4591049 ] [ 0.5045941 0.58351288 0.43630842 0.62234662 0.31575506] [ 0.61654026 0.49593665 0.43206915 0.57894192 0.42394614] [ 0.6123466 0.58787586 0.46806138 0.65347921 0.39822799] [ 0.61321485 0.465371 0.41672798 0.4583184 0.38545263] [ 0.37484269 0.51164988 0.51183158 0.7041388 0.43684001] [ 0.48168854 0.42251517 0.52394206 0.64124661 0.33235447] [ 0.61488578 0.31662745 0.54111515 0.3046899 0.49020733] [ 0.36057312 0.51382652 0.55746068 0.76470766 0.57762568] [ 0.68214924 0.57301478 0.36161006 0.47943541 0.36957432] [ 0.66493099 0.54983505 0.50922814 0.43789118 0.41262256] [ 0.38696586 0.43912681 0.50223512 0.7686452 0.43376612] [ 0.49062247 0.49884813 0.49468348 0.57039897 0.47204007] [ 0.5899667 0.46218445 0.51112451 0.38331162 0.42227222] [ 0.51586621 0.39163071 0.52115228 0.60490393 0.40510552] [ 0.68031379 0.49533993 0.42419709 0.46721559 0.32440487] [ 0.57924015 0.39792346 0.55547259 0.29218316 0.55411351] [ 0.43623647 0.43609847 0.51364971 0.78325279 0.35104505] [ 0.53165341 0.472882 0.39605411 0.65155207 0.45503359] [ 0.59999101 0.36365572 0.49900498 0.41822993 0.36759138] [ 0.52175571 0.4398522 0.45498155 0.69447525 0.35081822] [ 0.51805234 0.52385721 0.67379225 0.51910724 0.51190416] [ 0.58070291 0.34938005 0.57285344 0.25806848 0.42355906] [ 0.60184953 0.26951392 0.58317776 0.3068596 0.50178199] [ 0.63448353 0.42418267 0.50285574 0.25798873 0.4498932 ] [ 0.50687623 0.56755137 0.45617069 0.690025 0.43213832] [ 0.6504487 0.5511065 0.42915581 0.51885742 0.29529388] [ 0.347062 0.38688823 0.59389799 0.7906894 0.4323756 ] [ 0.45661854 0.52438078 0.37078956 0.72313196 0.41856653] [ 0.35121036 0.5410057 0.59532988 0.77905255 0.4585926 ] [ 0.61158731 0.48952757 0.52206879 0.4238768 0.56052931] [ 0.56447733 0.50429471 0.35288002 0.60545434 0.33126037] [ 0.60157074 0.46538279 0.57643987 0.2837706 0.4985088 ] Progress: 5.3% ... Training loss: 0.844 ... Validation loss: 1.330[ 0.5718315 0.58334746 0.33437344 0.67193774 0.46585662] [ 0.66091746 0.44605308 0.65207522 0.28419999 0.50194022] [ 0.48497023 0.3418239 0.46159798 0.7084253 0.36994736] [ 0.62815833 0.43489435 0.52538792 0.39030008 0.4837691 ] [ 0.30827909 0.43615212 0.51759355 0.74771148 0.44912993] [ 0.66808055 0.24428381 0.45936068 0.31471586 0.38297114] [ 0.61513863 0.58432528 0.39645361 0.71619889 0.41700226] [ 0.66200259 0.44872845 0.47024388 0.40487418 0.36355074] [ 0.3768504 0.55274638 0.5231576 0.68412261 0.46846835] [ 0.50642421 0.58049753 0.437297 0.60529724 0.34650629] [ 0.41228699 0.57298899 0.46174432 0.68879153 0.48775675] [ 0.50034084 0.51000437 0.60472841 0.69692138 0.4750088 ] [ 0.36534268 0.4656655 0.54381197 0.80045471 0.41847359] [ 0.61320915 0.42603836 0.4086643 0.29505715 0.35471938] [ 0.51824016 0.40559223 0.57814495 0.57522768 0.38745326] [ 0.47038027 0.58913699 0.36283696 0.78283817 0.50092371] [ 0.60558676 0.45027468 0.4442243 0.31251978 0.47358545] [ 0.56522389 0.53322204 0.52550789 0.46409835 0.40022498] [ 0.23856336 0.33250643 0.39809217 0.85134386 0.46063473] [ 0.6975789 0.48763826 0.57667345 0.33582771 0.30158605] [ 0.50733987 0.35226751 0.53977843 0.59604677 0.36426021] [ 0.62426188 0.51218093 0.55002776 0.29128038 0.49214549] [ 0.34881454 0.47187037 0.59757966 0.72413945 0.49068362] [ 0.47236528 0.339588 0.55845118 0.60429171 0.68331566] [ 0.48168201 0.55102763 0.45296806 0.40690526 0.46030421] [ 0.41952988 0.51068529 0.5890188 0.67695159 0.47979441] [ 0.39405864 0.55849777 0.33238857 0.58888523 0.4022565 ] [ 0.54971263 0.49144445 0.4782536 0.34072148 0.49785224] [ 0.5477568 0.59307442 0.55769682 0.57633887 0.42607497] [ 0.54775365 0.58159355 0.37526265 0.61679669 0.41569513] [ 0.5532261 0.41716855 0.46965847 0.54888137 0.39146383] [ 0.6395331 0.50914636 0.54959242 0.39314998 0.4909482 ] [ 0.50757393 0.56501804 0.52521712 0.50400706 0.31989749] [ 0.7298362 0.43332347 0.64987024 0.2100917 0.40241325] [ 0.74817113 0.4421892 0.44620751 0.25354541 0.33077843] [ 0.59966555 0.52736624 0.55101716 0.34845521 0.57752795] [ 0.59461877 0.48653926 0.50160107 0.54892356 0.31292509] [ 0.62095049 0.54586829 0.34859953 0.4742483 0.46921329] [ 0.48337877 0.45899899 0.4648508 0.68998441 0.53411673] [ 0.5766605 0.47049452 0.41974233 0.55529784 0.47646114] [ 0.29630753 0.32097067 0.4170937 0.77826215 0.43505347] [ 0.61420665 0.48881945 0.58554951 0.53228189 0.27826618] [ 0.5369607 0.51547287 0.37891123 0.61543071 0.21954172] [ 0.4614151 0.45522526 0.55396437 0.39966358 0.55930581] [ 0.38520797 0.51179516 0.38924352 0.7633104 0.57904019] [ 0.58886249 0.48781435 0.55495105 0.61538668 0.38391706] [ 0.51109507 0.31421781 0.40321333 0.68626875 0.32064038] [ 0.54080855 0.36703095 0.52192873 0.68330526 0.45886071] [ 0.68269046 0.46202282 0.57529468 0.26184968 0.47687758] [ 0.63190329 0.4502061 0.49853453 0.36103585 0.54070082] [ 0.41988748 0.46500022 0.55367845 0.78248061 0.40761693] [ 0.68121019 0.45165823 0.59965394 0.26542193 0.59322029] [ 0.52946717 0.36831927 0.53517643 0.63427133 0.31803165] [ 0.60654786 0.42850126 0.52107541 0.32330332 0.47378655] [ 0.61934723 0.51894511 0.44996067 0.4486656 0.34395082] [ 0.53384754 0.61212617 0.27974975 0.63252608 0.43265913] [ 0.44040489 0.47666041 0.44091235 0.79892235 0.53187146] [ 0.76467096 0.48951858 0.54795917 0.15044731 0.35628032] [ 0.32392618 0.46926046 0.50202845 0.79731526 0.36527956] [ 0.40911459 0.40805906 0.53088594 0.76044819 0.35414117] [ 0.66937206 0.44764423 0.35926367 0.38780473 0.37062244] [ 0.69138799 0.49706363 0.54753891 0.37482242 0.44135362] [ 0.62891303 0.32505597 0.50678132 0.39255763 0.50866509] [ 0.6091335 0.36989582 0.63425877 0.39638193 0.34437387] [ 0.59304962 0.42795703 0.56721819 0.52674615 0.3303308 ] [ 0.61319496 0.42491688 0.37770876 0.45695829 0.52526985] [ 0.36315581 0.46098389 0.44718414 0.83038016 0.40704951] [ 0.39251668 0.46826622 0.48636 0.60480305 0.42980013] [ 0.65650613 0.55234916 0.47723236 0.51451124 0.54599832] [ 0.48119329 0.44666862 0.53858409 0.59134998 0.52269011] [ 0.37345509 0.42577489 0.54870537 0.66877463 0.35476712] [ 0.59966555 0.52736624 0.55101716 0.34845521 0.57752795] [ 0.41044481 0.42522486 0.4315547 0.5139523 0.35325969] [ 0.70026428 0.38861198 0.6568373 0.19826834 0.45631727] [ 0.6621141 0.59344002 0.50142106 0.38502245 0.42534523] [ 0.52863889 0.41328725 0.5194775 0.46852407 0.40218469] [ 0.59606199 0.43431227 0.65285351 0.43547047 0.53665509] [ 0.62206939 0.58251255 0.46231971 0.60046109 0.4067261 ] [ 0.44077686 0.54503885 0.369923 0.69737432 0.44257843] [ 0.34155741 0.4416458 0.44341754 0.86797178 0.44254609] [ 0.54031263 0.55286593 0.4741203 0.57174691 0.48291873] [ 0.50177109 0.48817463 0.56454453 0.55848239 0.35400319] [ 0.6789856 0.43065886 0.55500598 0.42895319 0.4258124 ] [ 0.61714244 0.52074393 0.51390069 0.47333558 0.42946239] [ 0.5694412 0.5018475 0.40588028 0.52374516 0.43258123] [ 0.63485603 0.439755 0.50914498 0.49981441 0.41616162] [ 0.5853669 0.54179421 0.54798732 0.41987325 0.48364287] [ 0.65177804 0.47048522 0.45266817 0.481971 0.48728863] [ 0.45576499 0.31991016 0.46128651 0.69444366 0.37653322] [ 0.59058253 0.43357508 0.50753162 0.3471659 0.52549543] [ 0.53853715 0.45520114 0.46753556 0.37794197 0.27921146] [ 0.45827275 0.38044244 0.48484764 0.60634023 0.38403294] [ 0.6015274 0.46157764 0.54539395 0.39819514 0.45478336] [ 0.53990866 0.50216789 0.43761015 0.54158908 0.4822826 ] [ 0.61852872 0.48638399 0.43767105 0.44249841 0.47091862] [ 0.67166313 0.57289384 0.43873234 0.38927179 0.42637605] [ 0.53524207 0.60726225 0.31492154 0.66917968 0.54562638] [ 0.44257438 0.48542194 0.3684615 0.73938694 0.45734257] [ 0.4409124 0.44404404 0.63159926 0.63047322 0.48707037] [ 0.50752713 0.39066461 0.64309788 0.6348157 0.37597907] [ 0.57698551 0.48577458 0.40910291 0.32287995 0.35075072] [ 0.72725161 0.43514024 0.55811965 0.22041665 0.39462257] [ 0.52040332 0.47858989 0.54576742 0.56160376 0.38941839] [ 0.57698551 0.48577458 0.40910291 0.32287995 0.35075072] [ 0.59107623 0.56781707 0.57129897 0.49555182 0.46628009] [ 0.66960457 0.48096069 0.56878787 0.5574746 0.4489002 ] [ 0.34005653 0.48989337 0.53946682 0.78866568 0.39447095] [ 0.49976929 0.44329575 0.4438988 0.56081508 0.40952379] [ 0.4927838 0.3528366 0.65155412 0.63039811 0.44598316] [ 0.52934142 0.54253649 0.48265069 0.56280663 0.48200243] [ 0.56883204 0.28373354 0.57159434 0.46850106 0.43470112] [ 0.61224646 0.54827072 0.45510445 0.40472749 0.46953539] [ 0.26236943 0.39570108 0.54308985 0.87669182 0.57330548] [ 0.65310942 0.43117686 0.45303154 0.36490095 0.39985377] [ 0.38336815 0.51056338 0.46263088 0.83044404 0.40579355] [ 0.57337399 0.38296933 0.53782955 0.52549073 0.62000723] [ 0.60993804 0.56471326 0.47711175 0.32239372 0.48128827] [ 0.42378661 0.40548012 0.54788279 0.71705699 0.40558443] [ 0.25899026 0.36559819 0.54096115 0.82566128 0.42183734] [ 0.43571693 0.45335906 0.49197197 0.40563362 0.5175518 ] [ 0.5433824 0.57147142 0.42649694 0.56097028 0.38823671] [ 0.62292516 0.53642612 0.53203098 0.60711729 0.31937123] [ 0.57721844 0.58538872 0.53516832 0.40676837 0.52539554] [ 0.62067642 0.3096799 0.54348911 0.51309069 0.38276789] [ 0.42182862 0.41862948 0.36954563 0.70422429 0.5142293 ] [ 0.49914792 0.49337268 0.41162726 0.84322508 0.39113842] [ 0.40406557 0.38248959 0.70400225 0.69862131 0.49594696] [ 0.69129268 0.45377386 0.59259408 0.48267742 0.46158554] Progress: 5.3% ... Training loss: 0.842 ... Validation loss: 1.332[ 0.27824877 0.47798299 0.47786464 0.8930549 0.55331416] [ 0.32534203 0.48634915 0.53033385 0.71284779 0.48937033] [ 0.41587863 0.55915509 0.60192535 0.64426671 0.42614201] [ 0.50550439 0.5045124 0.46298191 0.45686556 0.3833492 ] [ 0.59645576 0.50692422 0.51488097 0.413937 0.40954526] [ 0.54468863 0.60212199 0.58810759 0.52045071 0.44440674] [ 0.49031968 0.36086006 0.41024684 0.61454493 0.53080561] [ 0.6509043 0.48764704 0.5317039 0.27208395 0.48097261] [ 0.49177728 0.35324186 0.65148856 0.63081346 0.44612302] [ 0.72019943 0.41257215 0.42937048 0.15860482 0.34972159] [ 0.50630035 0.38891397 0.5407542 0.53045038 0.3623159 ] [ 0.59582505 0.38572647 0.46357301 0.49686123 0.46092654] [ 0.56057118 0.44891525 0.5978729 0.32686416 0.49933186] [ 0.42871739 0.57361292 0.32037825 0.729609 0.33803815] [ 0.7343734 0.45982151 0.53328463 0.3773684 0.41882001] [ 0.39269139 0.44771191 0.34110825 0.88279373 0.41583731] [ 0.43590393 0.58705442 0.49639772 0.63396982 0.45391916] [ 0.37413467 0.40994878 0.48362362 0.64361598 0.35319708] [ 0.48966085 0.3464247 0.635057 0.65359955 0.47043837] [ 0.65926353 0.56705689 0.60842284 0.29178056 0.40747414] [ 0.5652564 0.48442708 0.49053708 0.45337249 0.51713378] [ 0.65457844 0.47060094 0.47771204 0.43188812 0.4496223 ] [ 0.472417 0.42716188 0.43639197 0.82563949 0.44383808] [ 0.42983338 0.58679632 0.36355668 0.67095532 0.46685971] [ 0.62437337 0.49768551 0.65365439 0.48447607 0.47187032] [ 0.63221434 0.47561736 0.45720968 0.43787969 0.39600263] [ 0.59972974 0.53134434 0.26103438 0.50051563 0.38128848] [ 0.49252218 0.39547133 0.45492728 0.57022327 0.38642652] [ 0.71014236 0.45179761 0.4163162 0.43027283 0.446883 ] [ 0.52607901 0.50373467 0.44705815 0.621988 0.31687754] [ 0.61873632 0.36241889 0.55632993 0.5347956 0.32841373] [ 0.55490024 0.4805126 0.39173566 0.65138635 0.35297306] [ 0.64853385 0.57660989 0.58609691 0.43382102 0.47374889] [ 0.75565043 0.41407489 0.42569323 0.29494251 0.45604084] [ 0.24204663 0.41510599 0.52524944 0.84252953 0.49214442] [ 0.67285008 0.39776659 0.49573866 0.272229 0.49703397] [ 0.4854646 0.5097756 0.45129264 0.76949493 0.34101138] [ 0.28687955 0.3537313 0.45459361 0.77619274 0.50199799] [ 0.46014924 0.54537019 0.37728686 0.56291093 0.39917848] [ 0.56518381 0.55270859 0.28443385 0.68573237 0.30624007] [ 0.26318814 0.41834651 0.51864105 0.84942462 0.53250528] [ 0.40810026 0.49214858 0.51870139 0.57364186 0.36077549] [ 0.72134491 0.411804 0.55229189 0.2880323 0.47554142] [ 0.47781295 0.50340029 0.53229953 0.77367321 0.44395062] [ 0.50357404 0.47805803 0.51046841 0.41694692 0.58814759] [ 0.69466658 0.45540806 0.58439016 0.30087914 0.46832728] [ 0.69485757 0.43110628 0.42342554 0.36496221 0.45163927] [ 0.39233042 0.45423494 0.67651575 0.75577692 0.47015405] [ 0.44261692 0.55451519 0.50386408 0.42284534 0.59142592] [ 0.62595406 0.48653944 0.56349344 0.39147507 0.44297891] [ 0.47499833 0.55674057 0.47455081 0.71669887 0.44882281] [ 0.40491749 0.56389944 0.6344485 0.49170253 0.60966334] [ 0.69704922 0.41349916 0.47413257 0.40092436 0.32829554] [ 0.53693938 0.60269466 0.32454798 0.61165732 0.37321948] [ 0.49733107 0.37239628 0.59387179 0.51187718 0.35449251] [ 0.43142479 0.50575464 0.63779089 0.79517781 0.43234893] [ 0.4569515 0.54573219 0.47802014 0.58010102 0.49406181] [ 0.5654851 0.494302 0.50717833 0.61778515 0.47199572] [ 0.62436915 0.54753351 0.45907327 0.52672927 0.49973764] [ 0.46834988 0.53333232 0.64023244 0.61447148 0.43169416] [ 0.65859941 0.55526702 0.52045336 0.36388324 0.44742659] [ 0.38965749 0.38897082 0.54577801 0.56199404 0.45996557] [ 0.5407467 0.45423935 0.61954179 0.38621155 0.50223883] [ 0.56548023 0.45776012 0.48949914 0.50430524 0.34338686] [ 0.52980862 0.52433102 0.46241148 0.59456161 0.34831061] [ 0.70050445 0.54555553 0.56427938 0.30894659 0.4877528 ] [ 0.39769489 0.52431091 0.39948844 0.85373973 0.45718222] [ 0.33778358 0.51611681 0.599806 0.78383294 0.58880152] [ 0.52584406 0.52157655 0.42123754 0.69743649 0.53807575] [ 0.64559372 0.62486108 0.45041361 0.48015207 0.30145411] [ 0.45415421 0.48250845 0.51150115 0.46452002 0.47250708] [ 0.71082555 0.52320782 0.51808891 0.47982553 0.31384638] [ 0.78323434 0.48333502 0.61404109 0.20450864 0.32317207] [ 0.52329589 0.52178814 0.47278154 0.38283786 0.35924464] [ 0.49801317 0.53080879 0.55902451 0.47870659 0.53865677] [ 0.45309865 0.33832368 0.6574969 0.72029327 0.55730852] [ 0.33881558 0.44535531 0.45396256 0.76611039 0.37838084] [ 0.34010966 0.33170889 0.3805563 0.76311127 0.40781754] [ 0.53790358 0.54835023 0.59073765 0.49594879 0.40899566] [ 0.62055899 0.48413938 0.61230113 0.32879284 0.48482651] [ 0.45221655 0.36468143 0.66408638 0.61324559 0.33215858] [ 0.49363637 0.58413369 0.38534742 0.73451888 0.4159511 ] [ 0.57187854 0.47019191 0.56573385 0.66841341 0.38766988] [ 0.63342643 0.52951663 0.47612175 0.3602255 0.43784885] [ 0.52919792 0.44279448 0.60222518 0.54830645 0.42581534] [ 0.35263732 0.38287773 0.58902496 0.80184335 0.51809064] [ 0.60281451 0.45182593 0.64039386 0.27967003 0.43350634] [ 0.73083149 0.39993575 0.61764825 0.32323255 0.4063871 ] [ 0.55383561 0.48854077 0.56512166 0.35332188 0.49091148] [ 0.65169002 0.43364292 0.31034246 0.40917947 0.34021228] [ 0.6452565 0.58643996 0.52212537 0.54692364 0.5306678 ] [ 0.53467086 0.60097827 0.44379585 0.59291543 0.48655988] [ 0.61459352 0.47345801 0.38827833 0.45936104 0.39742342] [ 0.38793197 0.47144539 0.61663115 0.77717095 0.48045663] [ 0.74126406 0.54185126 0.5054124 0.32899419 0.40899296] [ 0.63918348 0.33803318 0.53838702 0.51171836 0.37899095] [ 0.63482794 0.39641222 0.50393904 0.39559352 0.51500851] [ 0.48511309 0.57377958 0.53252048 0.64792303 0.41289874] [ 0.42572529 0.49812593 0.56629383 0.78612144 0.42772111] [ 0.37815846 0.53087124 0.40281719 0.76009062 0.46656261] [ 0.70507078 0.46428761 0.57159234 0.45426704 0.37093594] [ 0.59408359 0.54380313 0.66675918 0.34650735 0.55926532] [ 0.56289432 0.43262668 0.50761614 0.48848627 0.3687796 ] [ 0.61599595 0.44473777 0.58377613 0.38252484 0.48601711] [ 0.5572909 0.5077227 0.46438279 0.65884099 0.43620891] [ 0.59213033 0.49728999 0.49534047 0.38803565 0.4203655 ] [ 0.62625526 0.50165246 0.560679 0.37009886 0.54522425] [ 0.52617367 0.33132571 0.45145595 0.62395568 0.54017137] [ 0.63999046 0.45183512 0.60133721 0.30865485 0.40513059] [ 0.68113215 0.51528871 0.48558894 0.34929268 0.48420478] [ 0.60572154 0.56575445 0.52368265 0.57513987 0.45982576] [ 0.61366026 0.37892241 0.55253113 0.43868971 0.52700492] [ 0.42414039 0.34709443 0.4673912 0.64562254 0.37364929] [ 0.47280888 0.65979718 0.31876698 0.68626865 0.42983726] [ 0.36275837 0.44690425 0.50618996 0.7532397 0.34942268] [ 0.63112937 0.50637899 0.46295619 0.58082317 0.44143668] [ 0.50271759 0.49872595 0.42276654 0.59077543 0.40200744] [ 0.56998163 0.58453778 0.36577546 0.48319129 0.39770565] [ 0.36533306 0.47438503 0.46439503 0.45385361 0.46670009] [ 0.48385193 0.46428982 0.42875572 0.60585282 0.41505002] [ 0.63002412 0.46185048 0.47009734 0.38011306 0.34062448] [ 0.70050445 0.54555553 0.56427938 0.30894659 0.4877528 ] [ 0.37109503 0.51751492 0.47642985 0.86355513 0.5499607 ] [ 0.46736482 0.47854488 0.55463174 0.75111018 0.39255999] [ 0.62086947 0.46864398 0.4763617 0.24777909 0.3811264 ] [ 0.567385 0.40065842 0.55662081 0.51329005 0.40284025] [ 0.49699989 0.44533531 0.55393676 0.7116954 0.52216808] [ 0.51749205 0.56495859 0.43122652 0.73750664 0.49847624] Progress: 5.4% ... Training loss: 0.841 ... Validation loss: 1.334[ 0.56778728 0.46306587 0.47731805 0.47976409 0.40267763] [ 0.38607175 0.55118171 0.43016909 0.78418478 0.42010973] [ 0.56150579 0.45987035 0.32883904 0.55346943 0.29827114] [ 0.56053147 0.46275608 0.57321485 0.36947417 0.44138684] [ 0.28737654 0.41428303 0.4914554 0.7165348 0.5662914 ] [ 0.55442283 0.36107588 0.65014827 0.50646452 0.44650351] [ 0.32553946 0.55159877 0.53463105 0.87571038 0.5013151 ] [ 0.53642384 0.6273836 0.45568441 0.71402401 0.58441224] [ 0.41662086 0.40778752 0.6445874 0.57348596 0.61892281] [ 0.61356779 0.45417353 0.39563748 0.29680137 0.42916626] [ 0.46006724 0.37358942 0.54366737 0.66386108 0.39117645] [ 0.58806166 0.51368273 0.41047834 0.65220332 0.35133941] [ 0.74322907 0.45060648 0.42290618 0.37519444 0.33959618] [ 0.53360945 0.53184615 0.56409005 0.4434221 0.50060495] [ 0.57701736 0.45084092 0.54842599 0.41002749 0.36547257] [ 0.52588786 0.3588826 0.45860237 0.49215219 0.41797375] [ 0.53727023 0.61724062 0.62155255 0.64740369 0.42656542] [ 0.75315945 0.50935729 0.45573145 0.41897348 0.33707345] [ 0.34336154 0.50318044 0.45416136 0.72720946 0.37618059] [ 0.59005647 0.46637941 0.34432606 0.57457238 0.53385671] [ 0.60074688 0.51435914 0.52406768 0.46135656 0.45621698] [ 0.50228093 0.40256475 0.40569038 0.4974575 0.43383349] [ 0.38139851 0.58416352 0.4276872 0.69146974 0.47876596] [ 0.72173978 0.4445603 0.49601332 0.22768414 0.44032763] [ 0.61536819 0.51882178 0.4544678 0.5484695 0.36241089] [ 0.48142978 0.56079774 0.44224893 0.72462589 0.4577409 ] [ 0.51268531 0.57470885 0.39007906 0.74566078 0.44196085] [ 0.55825396 0.5559952 0.5386213 0.56927611 0.44574904] [ 0.5161785 0.50977967 0.40726763 0.65033748 0.40916881] [ 0.76456961 0.47833007 0.34025488 0.3579221 0.32969816] [ 0.55000111 0.39227425 0.41136269 0.50494751 0.60950963] [ 0.48321945 0.46728753 0.5053743 0.45170946 0.46455769] [ 0.55526409 0.43168452 0.53666185 0.58141745 0.42094519] [ 0.37200422 0.47823786 0.63430204 0.65580659 0.4311571 ] [ 0.57355119 0.54539557 0.52547666 0.47923366 0.49266055] [ 0.65972156 0.39777991 0.43687905 0.4629634 0.34972172] [ 0.57404201 0.43874328 0.4275905 0.41693138 0.34820454] [ 0.60092664 0.44785638 0.51668255 0.37731203 0.50309846] [ 0.37966887 0.40592158 0.57977666 0.70309561 0.43434053] [ 0.28090483 0.49480287 0.47674634 0.82697376 0.49672423] [ 0.62281569 0.61049443 0.52607141 0.53276568 0.45257576] [ 0.32368317 0.44712061 0.52868375 0.75294928 0.48850282] [ 0.59573406 0.45127995 0.35998934 0.69547338 0.47000353] [ 0.58170454 0.48744331 0.5051987 0.34803054 0.41750058] [ 0.51026921 0.42010467 0.54708453 0.60128704 0.36258701] [ 0.4943661 0.60294185 0.47350558 0.64923273 0.33262203] [ 0.7467244 0.50264609 0.54450333 0.55816662 0.40927109] [ 0.40560767 0.50204518 0.57666509 0.81132496 0.41559609] [ 0.6325203 0.44746312 0.60995798 0.44624463 0.38322987] [ 0.63675884 0.49429338 0.45266681 0.44066343 0.49372979] [ 0.377732 0.47784735 0.57311466 0.83935684 0.43838945] [ 0.306403 0.56283401 0.45820892 0.63485355 0.43448102] [ 0.62811586 0.43990045 0.57918885 0.25597044 0.50125701] [ 0.59283192 0.51797846 0.34880403 0.52797998 0.27559677] [ 0.66661474 0.47997033 0.38345565 0.40369096 0.36081128] [ 0.29627194 0.37570512 0.46570712 0.85494112 0.55446508] [ 0.56174213 0.36097355 0.48846625 0.54461635 0.51981405] [ 0.54284818 0.53404324 0.57583405 0.52601387 0.35377669] [ 0.54077291 0.51052588 0.36208368 0.4829543 0.43032028] [ 0.39739934 0.50526838 0.5108604 0.66903419 0.46970964] [ 0.54116978 0.4655007 0.513378 0.39282763 0.52949587] [ 0.60905261 0.51872943 0.44147977 0.53237078 0.47751664] [ 0.31826708 0.46003532 0.45929879 0.78235564 0.35838674] [ 0.68347813 0.37968478 0.51679072 0.23039015 0.41337554] [ 0.45382488 0.51616468 0.45419736 0.49324905 0.45528697] [ 0.53779026 0.540248 0.54516339 0.65287144 0.4225581 ] [ 0.54836235 0.52603915 0.45705795 0.34338232 0.3867157 ] [ 0.64072253 0.46652415 0.61037476 0.27132771 0.45902255] [ 0.71894969 0.38951459 0.45725078 0.25387383 0.47665403] [ 0.42960421 0.46169695 0.46568442 0.49239444 0.4507691 ] [ 0.48409112 0.48378294 0.35256923 0.66120991 0.45146798] [ 0.62460682 0.50176642 0.55426335 0.3318489 0.47042055] [ 0.48069383 0.45319898 0.4770411 0.69350901 0.54829065] [ 0.66356642 0.41725481 0.36978837 0.46824319 0.46766908] [ 0.48971342 0.3530824 0.55017255 0.64999103 0.55932869] [ 0.47793107 0.32226512 0.56855172 0.60253538 0.53802191] [ 0.66030023 0.49074728 0.50161091 0.33047587 0.29303092] [ 0.54980189 0.38369663 0.54762069 0.45605245 0.47745004] [ 0.59547391 0.47500743 0.39719256 0.45546066 0.47798064] [ 0.33209559 0.47346511 0.56124276 0.79747524 0.30626017] [ 0.66661474 0.47997033 0.38345565 0.40369096 0.36081128] [ 0.40916579 0.38881059 0.43711137 0.84807069 0.45017157] [ 0.57525882 0.38176944 0.59600449 0.32560023 0.47398057] [ 0.59716158 0.55945216 0.36639579 0.48378334 0.38858803] [ 0.50841101 0.48715317 0.58954586 0.33709315 0.53993513] [ 0.67307463 0.54133276 0.5674418 0.34353774 0.47784703] [ 0.31918436 0.33353987 0.40970282 0.8367831 0.51367361] [ 0.58585196 0.52131903 0.38926908 0.64865656 0.32342451] [ 0.33451288 0.57356613 0.5344913 0.77639621 0.61087719] [ 0.6221906 0.39313135 0.47158215 0.36085285 0.41710839] [ 0.52449858 0.51937989 0.49102821 0.65545152 0.58506174] [ 0.36132413 0.54482697 0.45554887 0.67346739 0.40868933] [ 0.50421333 0.398075 0.596449 0.4282634 0.53496664] [ 0.6024743 0.3323157 0.47701842 0.23160368 0.41969072] [ 0.45756304 0.42823192 0.45482434 0.46474898 0.51782472] [ 0.63549264 0.37263893 0.36427384 0.39847494 0.44598436] [ 0.29472495 0.4290673 0.5194897 0.85493472 0.40876972] [ 0.73150334 0.37792943 0.45475417 0.2479917 0.3623705 ] [ 0.70346068 0.37759284 0.53522573 0.24297014 0.42900269] [ 0.51488363 0.47512112 0.4124421 0.44439564 0.44336308] [ 0.36287152 0.49121921 0.52117428 0.62155542 0.4734457 ] [ 0.67593295 0.54850098 0.54847856 0.33586524 0.43309637] [ 0.46907639 0.4820169 0.44910884 0.46379092 0.47532238] [ 0.51502432 0.47065414 0.57400224 0.30889353 0.54376735] [ 0.46297857 0.50026495 0.50272283 0.4413123 0.43512375] [ 0.41266006 0.63083018 0.434154 0.7140157 0.38352814] [ 0.46338849 0.49645672 0.54032913 0.62971851 0.54321839] [ 0.33539054 0.34952301 0.42995184 0.74196355 0.45724377] [ 0.5140142 0.36861674 0.60471485 0.39170197 0.54133709] [ 0.6796329 0.56246148 0.49400943 0.3438102 0.39652854] [ 0.37358763 0.43276956 0.47882872 0.75827802 0.5059422 ] [ 0.63032329 0.52354896 0.39973162 0.60008511 0.36020351] [ 0.44161636 0.5048142 0.62832885 0.70358338 0.47179398] [ 0.60931254 0.39001339 0.46803379 0.44394414 0.39357205] [ 0.49856786 0.54275499 0.42774305 0.62492776 0.35469063] [ 0.50119367 0.46836501 0.41976454 0.55684531 0.47919152] [ 0.26284766 0.385789 0.63438967 0.69559942 0.61479824] [ 0.61594549 0.42476638 0.40887009 0.2938956 0.3542823 ] [ 0.52912715 0.49130929 0.56553394 0.74480197 0.35393975] [ 0.47163065 0.48438162 0.61007479 0.71528186 0.48013216] [ 0.29258033 0.50474184 0.53616784 0.74673519 0.50647002] [ 0.52912715 0.49130929 0.56553394 0.74480197 0.35393975] [ 0.48475622 0.54493352 0.3785019 0.65434403 0.51786838] [ 0.5958319 0.49905942 0.54500873 0.23666356 0.34965483] [ 0.58754145 0.5145784 0.49183613 0.39570236 0.44196435] [ 0.54254662 0.43994592 0.46695048 0.62928142 0.56592718] [ 0.35163166 0.37575505 0.42026323 0.43979484 0.69511309] [ 0.49722993 0.4376985 0.55253847 0.51171156 0.49387009] Progress: 5.5% ... Training loss: 0.839 ... Validation loss: 1.332[ 0.4823305 0.33435359 0.48302981 0.69029474 0.3364016 ] [ 0.34747988 0.43652806 0.59303214 0.77130776 0.5360981 ] [ 0.72502279 0.65664673 0.47515999 0.46208122 0.44530285] [ 0.3367634 0.33321595 0.38027968 0.76429339 0.40841685] [ 0.71619371 0.47113454 0.53275546 0.20373748 0.44864097] [ 0.62449658 0.55253731 0.37742392 0.42131926 0.33419319] [ 0.4068708 0.51117729 0.5226792 0.78911036 0.47676195] [ 0.49219052 0.29386968 0.47052683 0.54018321 0.39798123] [ 0.61516619 0.44174579 0.36206819 0.57385546 0.483281 ] [ 0.30986482 0.4534543 0.60725279 0.77125844 0.61331777] [ 0.3996983 0.41774352 0.40308988 0.57676489 0.42919126] [ 0.33261875 0.42366172 0.45304618 0.71424809 0.32579704] [ 0.4439675 0.48439627 0.42478195 0.79122415 0.61537667] [ 0.5046339 0.56469099 0.43497562 0.66080229 0.54370056] [ 0.67339601 0.51972692 0.48183073 0.26292485 0.48943561] [ 0.44404338 0.46776495 0.47387684 0.63973641 0.41875426] [ 0.64194974 0.48909791 0.41514348 0.30886152 0.38744489] [ 0.50899739 0.32805924 0.50629128 0.57503121 0.30572494] [ 0.7134569 0.4167682 0.49473476 0.32327825 0.41440992] [ 0.74297227 0.57026456 0.56850022 0.19850497 0.42002346] [ 0.54790427 0.57187089 0.52053538 0.51173286 0.36374934] [ 0.63486422 0.6059318 0.48574525 0.58253386 0.42178069] [ 0.32376506 0.47375955 0.62219517 0.76183368 0.38570343] [ 0.4147626 0.49062938 0.59980178 0.69755852 0.52114404] [ 0.25201362 0.32555509 0.48551761 0.8186531 0.41790591] [ 0.50040333 0.38836759 0.42278447 0.40173106 0.41746185] [ 0.74406086 0.48357483 0.4591209 0.3651785 0.40957678] [ 0.39537697 0.41502036 0.56368282 0.72990316 0.4257594 ] [ 0.38739646 0.61701299 0.45682485 0.61460847 0.55696184] [ 0.66398126 0.34086704 0.47792005 0.49305555 0.35870817] [ 0.41004131 0.47036135 0.50932507 0.6663868 0.31008411] [ 0.5475738 0.57863101 0.61337441 0.58074402 0.38906284] [ 0.48801127 0.50224777 0.46875624 0.42572078 0.56277587] [ 0.54527252 0.51662988 0.63545868 0.60723202 0.33923749] [ 0.62948658 0.53044256 0.53504726 0.62594498 0.51379341] [ 0.64174117 0.38588634 0.46819858 0.47766031 0.40560286] [ 0.80037107 0.44774816 0.55191496 0.1709539 0.37413247] [ 0.55218747 0.55075956 0.68135781 0.59680878 0.39106075] [ 0.44104486 0.54442912 0.45080741 0.59723526 0.37090676] [ 0.5647366 0.42577142 0.51072669 0.46336881 0.34242845] [ 0.46434255 0.3257105 0.44221118 0.65147278 0.41173699] [ 0.63577791 0.49905376 0.48127005 0.43310701 0.33946091] [ 0.46057424 0.46884145 0.30120643 0.72064511 0.32614385] [ 0.46301554 0.60448347 0.55494413 0.57539306 0.43315636] [ 0.4217034 0.38707367 0.5383461 0.652696 0.58466856] [ 0.67493675 0.54373992 0.3866211 0.53597853 0.33420864] [ 0.41963286 0.50109448 0.49084256 0.61179068 0.55312213] [ 0.67078252 0.50527999 0.49361642 0.33139995 0.42737754] [ 0.60558308 0.40710283 0.57797936 0.34823835 0.42067173] [ 0.60503179 0.49740341 0.38801788 0.2993895 0.37564147] [ 0.61868773 0.42993727 0.49782343 0.42856869 0.38725286] [ 0.34802971 0.46857831 0.47833643 0.53287431 0.48981558] [ 0.66469445 0.45176993 0.51524139 0.32417301 0.28880023] [ 0.6551252 0.54016015 0.25719283 0.53251293 0.32081664] [ 0.3326623 0.50119788 0.57896238 0.82107586 0.5902096 ] [ 0.45110187 0.60325104 0.45263159 0.74048596 0.54706477] [ 0.60767199 0.43099511 0.48126638 0.27871444 0.50389842] [ 0.50482913 0.5902643 0.50226389 0.59809279 0.47378433] [ 0.28178606 0.33312781 0.45817979 0.8288105 0.40955697] [ 0.50597056 0.40176987 0.53329076 0.53752188 0.3648119 ] [ 0.50191441 0.38207569 0.45589646 0.70778213 0.36016057] [ 0.51494005 0.38347773 0.52034247 0.72938126 0.31632612] [ 0.53588283 0.51686708 0.47381174 0.5220424 0.408995 ] [ 0.62485034 0.51654765 0.57572157 0.5770715 0.43055508] [ 0.55629765 0.41071504 0.49519726 0.40316384 0.43477951] [ 0.35487415 0.35390947 0.52950363 0.81637912 0.47852838] [ 0.45828697 0.41527978 0.5875945 0.68427864 0.43011861] [ 0.52716244 0.56348062 0.35894865 0.57184259 0.42817851] [ 0.24320053 0.49366555 0.48441415 0.85757991 0.46274861] [ 0.44480138 0.35687111 0.45864627 0.77755274 0.35824426] [ 0.23841443 0.44388297 0.52570724 0.88908925 0.61648989] [ 0.55373447 0.44657045 0.51387112 0.54937304 0.27388314] [ 0.42056617 0.48592343 0.5430289 0.71778702 0.59888866] [ 0.57794936 0.60434689 0.58957076 0.48774718 0.48539637] [ 0.6002484 0.50642876 0.57650804 0.602393 0.41372975] [ 0.75756354 0.45251566 0.47599243 0.21151251 0.39784452] [ 0.76913448 0.53675243 0.46329895 0.33533415 0.31888539] [ 0.47558624 0.56347711 0.45463277 0.69401089 0.37593056] [ 0.51901007 0.52209821 0.4843298 0.44678982 0.38673071] [ 0.56617808 0.38663234 0.40890467 0.52633764 0.46753138] [ 0.51333766 0.44991406 0.4576292 0.62982743 0.32574036] [ 0.4769965 0.5262911 0.38760768 0.71875043 0.41716254] [ 0.5077866 0.44870637 0.50878869 0.4351968 0.52530258] [ 0.46932708 0.51007124 0.4010948 0.67915147 0.43845469] [ 0.46738836 0.42669998 0.58008223 0.46920198 0.53906702] [ 0.56076413 0.58775026 0.35701187 0.50019741 0.34110635] [ 0.67765708 0.48518849 0.46774464 0.47777265 0.42883879] [ 0.74602595 0.55335101 0.43914599 0.40789854 0.33169238] [ 0.72895704 0.53741076 0.40878609 0.21203858 0.26749161] [ 0.32627869 0.42105718 0.54040441 0.72878151 0.45506719] [ 0.56906203 0.53841105 0.52198028 0.62069443 0.39181732] [ 0.35795316 0.38870274 0.64212794 0.63551093 0.56852198] [ 0.45558414 0.37841131 0.47875246 0.684494 0.66270409] [ 0.52225536 0.38043884 0.55716049 0.32979785 0.50408372] [ 0.63704449 0.37193347 0.36439552 0.39768325 0.44572036] [ 0.65706988 0.54108651 0.4930855 0.62933192 0.35869479] [ 0.37103533 0.44946606 0.40716196 0.8088839 0.42132051] [ 0.50163507 0.57874298 0.3540351 0.66633263 0.43290543] [ 0.55824386 0.58898922 0.5683562 0.43379221 0.4017341 ] [ 0.58016435 0.58510155 0.52996042 0.63512856 0.41750838] [ 0.56349468 0.41234612 0.51206923 0.60307789 0.43679538] [ 0.29912288 0.35047608 0.57013324 0.56272401 0.53892262] [ 0.64048921 0.50335531 0.52797873 0.30997427 0.5733102 ] [ 0.52225536 0.38043884 0.55716049 0.32979785 0.50408372] [ 0.44821503 0.56654742 0.41983237 0.54686792 0.54646122] [ 0.72766951 0.52705911 0.50312329 0.20421367 0.42224052] [ 0.49079245 0.53819348 0.5368706 0.41104982 0.47524213] [ 0.58023197 0.42654505 0.50459786 0.41272818 0.49488463] [ 0.64949743 0.44605646 0.53289254 0.36833095 0.58309916] [ 0.50987774 0.28657044 0.47801028 0.55161719 0.37549382] [ 0.6158338 0.37793977 0.55270214 0.43755538 0.52663807] [ 0.50445518 0.4927654 0.46691865 0.74918359 0.33196496] [ 0.58450587 0.45624106 0.36355005 0.48518853 0.51166559] [ 0.66691367 0.42633049 0.53561603 0.34477526 0.41768305] [ 0.61935356 0.41524554 0.46387793 0.35512109 0.41421568] [ 0.76387894 0.44344599 0.27333897 0.37263697 0.29165104] [ 0.52345128 0.36785674 0.51292257 0.5269028 0.4757671 ] [ 0.60190387 0.52628305 0.55118569 0.34735042 0.57715155] [ 0.54050786 0.32213841 0.5591486 0.66703638 0.42156155] [ 0.61335 0.53244333 0.40322485 0.53854469 0.41736889] [ 0.4817516 0.43635056 0.4880252 0.5583064 0.49561067] [ 0.48589742 0.46083043 0.62509643 0.72804262 0.37666643] [ 0.65823085 0.44775146 0.3951309 0.38736664 0.3883849 ] [ 0.52049483 0.48306595 0.53757997 0.53136401 0.55192038] [ 0.61274874 0.36878667 0.71700596 0.2546936 0.56348251] [ 0.57640238 0.53614006 0.45557147 0.44650296 0.49234544] [ 0.30661173 0.47886336 0.52492113 0.81240618 0.47888557] [ 0.47922048 0.57787601 0.41047972 0.47297473 0.57380525] Progress: 5.5% ... Training loss: 0.837 ... Validation loss: 1.334[ 0.37694131 0.55195539 0.45918687 0.69246419 0.33436197] [ 0.40642366 0.48268804 0.51111893 0.58955618 0.61919483] [ 0.59031002 0.35496733 0.3001016 0.3643089 0.39841072] [ 0.42970274 0.41263299 0.53398262 0.72528805 0.42365828] [ 0.5483597 0.46895065 0.41404592 0.58099805 0.31746923] [ 0.6123358 0.48180519 0.44041163 0.50872926 0.3171856 ] [ 0.60292801 0.52383273 0.44351486 0.59588943 0.46801196] [ 0.78834991 0.54481716 0.52390796 0.20903787 0.42439132] [ 0.66558253 0.37463824 0.57353797 0.20269209 0.37865354] [ 0.3657487 0.39728554 0.58553695 0.76799453 0.49617986] [ 0.51389178 0.45292199 0.40055414 0.47697066 0.45686263] [ 0.68014725 0.53120505 0.46016363 0.33208689 0.4524666 ] [ 0.37495889 0.45124419 0.62082259 0.77759867 0.42318593] [ 0.54204679 0.4842805 0.45469935 0.47134296 0.37591501] [ 0.45145894 0.48538499 0.44979926 0.71906943 0.51706573] [ 0.57603718 0.52875169 0.44561491 0.55253818 0.56186191] [ 0.51951557 0.46594134 0.52046224 0.62756713 0.45551004] [ 0.52252942 0.384245 0.46330888 0.62872773 0.61507494] [ 0.45985923 0.45879705 0.57654983 0.59188289 0.41045525] [ 0.47317282 0.52844708 0.56844627 0.69363058 0.431368 ] [ 0.46452778 0.42111716 0.55314781 0.78122226 0.56872667] [ 0.70897195 0.56879756 0.51127493 0.43063613 0.36586241] [ 0.6644856 0.41595683 0.58248501 0.33365016 0.38810796] [ 0.46720616 0.48347015 0.46151255 0.63050279 0.56498797] [ 0.56898565 0.58449429 0.33419687 0.67285901 0.46628112] [ 0.49244855 0.5475703 0.4338024 0.66135577 0.41745331] [ 0.70080065 0.48457912 0.56431936 0.3283742 0.42380513] [ 0.74312177 0.45126931 0.58518598 0.28189626 0.48085052] [ 0.77402722 0.5477876 0.38464642 0.22040311 0.39817673] [ 0.54770293 0.49091501 0.42006727 0.61209047 0.46785084] [ 0.59258215 0.46523508 0.45783056 0.70580542 0.37414797] [ 0.65445934 0.56069871 0.42251374 0.45187745 0.31836161] [ 0.53738053 0.48352951 0.5355905 0.44280102 0.57392819] [ 0.7680266 0.42470668 0.45091257 0.28799208 0.34524251] [ 0.58286322 0.4738401 0.5413819 0.52355152 0.5395484 ] [ 0.34194325 0.41766725 0.55188141 0.67535913 0.57895709] [ 0.51759067 0.4156665 0.43512277 0.65896722 0.53063095] [ 0.58898119 0.59672868 0.44252533 0.65030662 0.37163662] [ 0.46552816 0.44268199 0.45292082 0.50986285 0.32586843] [ 0.41355418 0.49423771 0.52615056 0.6811242 0.50534347] [ 0.56478744 0.3031797 0.57862899 0.58947009 0.52882632] [ 0.60352643 0.4688992 0.621799 0.43972118 0.53438139] [ 0.69465135 0.42013046 0.39902335 0.27910896 0.305616 ] [ 0.44287474 0.48090787 0.41128095 0.7265791 0.32562826] [ 0.60031607 0.41459611 0.65716938 0.31584106 0.52044309] [ 0.62986649 0.44238633 0.45015513 0.39240997 0.36270666] [ 0.61613977 0.50272291 0.44852365 0.42616761 0.55258101] [ 0.56865794 0.4334939 0.47225213 0.41970568 0.3978615 ] [ 0.35193763 0.45041821 0.39524561 0.79265343 0.34539701] [ 0.30759012 0.45465438 0.60704788 0.77218239 0.61374134] [ 0.57992116 0.42635807 0.54796527 0.27707548 0.48482181] [ 0.61638529 0.4508015 0.51183364 0.43699757 0.38576625] [ 0.49128594 0.46024219 0.29684502 0.59056088 0.45720548] [ 0.50430599 0.48716004 0.39453121 0.51269982 0.30806078] [ 0.45410337 0.37150282 0.44843175 0.68485791 0.61577667] [ 0.63484901 0.52883641 0.48824739 0.32970088 0.35618597] [ 0.6605963 0.51535151 0.59986816 0.24473378 0.49575891] [ 0.49459257 0.32406455 0.56480689 0.8024144 0.47620989] [ 0.47756352 0.34871524 0.59968593 0.34884835 0.56301032] [ 0.68214609 0.47375151 0.43565585 0.42467363 0.37518366] [ 0.48022206 0.46406272 0.47107734 0.76121744 0.38586183] [ 0.50861225 0.51761277 0.39177945 0.70344378 0.37235805] [ 0.46889041 0.29268061 0.63102234 0.59877373 0.43361772] [ 0.49445737 0.4088366 0.52853177 0.46769563 0.35759084] [ 0.63721554 0.33733499 0.6031813 0.34247734 0.42234194] [ 0.64227821 0.55753683 0.48853692 0.38346295 0.38971208] [ 0.64041373 0.6086037 0.48868211 0.427919 0.43942057] [ 0.58587634 0.45261223 0.50642356 0.31715899 0.41790739] [ 0.73935024 0.43901981 0.53133961 0.28912599 0.36942256] [ 0.51007777 0.48761185 0.5575146 0.48602406 0.42736887] [ 0.46850731 0.33001493 0.48778864 0.74254471 0.33609407] [ 0.71040479 0.39703465 0.51609711 0.22724139 0.46143671] [ 0.50471571 0.52558571 0.52247504 0.6189241 0.5037455 ] [ 0.65071943 0.51376225 0.4440362 0.42046922 0.32383344] [ 0.43271989 0.60540496 0.54321834 0.69937146 0.5405135 ] [ 0.54862643 0.37885868 0.44523586 0.53809241 0.32177404] [ 0.56801273 0.54665929 0.32914986 0.60707116 0.34327377] [ 0.49802572 0.61968067 0.46332413 0.5426605 0.51507097] [ 0.59487898 0.49954711 0.55671977 0.62128251 0.50813407] [ 0.59205447 0.44577238 0.55285065 0.34681632 0.43447819] [ 0.36955607 0.34637062 0.63575845 0.46141645 0.46994008] [ 0.46246563 0.41448704 0.6268002 0.64985997 0.46791273] [ 0.22648971 0.39864427 0.58587975 0.85907001 0.57646236] [ 0.48052515 0.50386279 0.48943463 0.49182346 0.5180939 ] [ 0.72131621 0.44201882 0.50277587 0.35369467 0.3350673 ] [ 0.33746378 0.40620146 0.49663269 0.81498593 0.45444749] [ 0.59901645 0.43296099 0.65305924 0.43397172 0.53616135] [ 0.47312534 0.49922537 0.39989988 0.43194101 0.42901501] [ 0.6505739 0.52663661 0.58202635 0.35743049 0.48378505] [ 0.69857162 0.45710393 0.52193499 0.18429788 0.39713934] [ 0.45197474 0.4767321 0.40964643 0.61371156 0.32841085] [ 0.74101796 0.40472566 0.62057238 0.25859674 0.43755167] [ 0.6214343 0.56706845 0.53367895 0.40610705 0.42471457] [ 0.64896524 0.47749631 0.31191058 0.27275071 0.28786493] [ 0.74021309 0.42007065 0.53542603 0.21894841 0.3137335 ] [ 0.66596127 0.58149191 0.39608988 0.47206301 0.3611071 ] [ 0.58332522 0.4525513 0.56023412 0.5410872 0.64870332] [ 0.62937824 0.3729848 0.62074297 0.37283505 0.45711408] [ 0.57771388 0.45910149 0.59000468 0.33755697 0.43613521] [ 0.47989306 0.64888141 0.4361157 0.61714989 0.45101672] [ 0.60023721 0.44130446 0.60628169 0.49296464 0.39081174] [ 0.52422893 0.35315781 0.55928949 0.62879326 0.45960976] [ 0.74360406 0.48387954 0.5536835 0.27199442 0.40244873] [ 0.25543061 0.42279807 0.51784756 0.85178568 0.53416673] [ 0.74335983 0.41637186 0.65882971 0.26657078 0.47072446] [ 0.57271499 0.48384734 0.41439672 0.50573445 0.37644641] [ 0.55927591 0.523267 0.4679873 0.48436207 0.59316346] [ 0.3256695 0.42522873 0.47657299 0.80475679 0.4193373 ] [ 0.54669227 0.43851578 0.3751061 0.61721918 0.44765279] [ 0.72360543 0.59791945 0.44149855 0.52348949 0.44120354] [ 0.63881536 0.35046032 0.50026317 0.49276724 0.45477546] [ 0.52013247 0.51194518 0.46465808 0.63699001 0.41694353] [ 0.55914309 0.42191721 0.56512535 0.48510574 0.54636528] [ 0.60420169 0.42571903 0.46788013 0.47747495 0.46426032] [ 0.59734041 0.63114305 0.43684684 0.41255394 0.40655406] [ 0.40603572 0.49895955 0.56352762 0.82273447 0.45892022] [ 0.5908143 0.39973078 0.523552 0.40804944 0.4945727 ] [ 0.68636116 0.43591258 0.58640142 0.15879162 0.48687498] [ 0.35497974 0.40491358 0.48390943 0.69030363 0.4161027 ] [ 0.63615923 0.37886941 0.40385618 0.21296518 0.41448238] [ 0.35777914 0.54652703 0.45524835 0.67500204 0.40929657] [ 0.62170808 0.48527774 0.43244066 0.48121064 0.36011733] [ 0.46942824 0.47399127 0.34764984 0.65964691 0.38567459] [ 0.64566622 0.38726855 0.58985373 0.31507021 0.45442052] [ 0.38251244 0.56109945 0.56101718 0.70473601 0.4725807 ] [ 0.47364884 0.37726183 0.56673784 0.7781493 0.4166258 ] [ 0.48838863 0.44505214 0.51389597 0.49739561 0.50246748] [ 0.6167412 0.476063 0.41128977 0.49897955 0.55778763] Progress: 5.5% ... Training loss: 0.837 ... Validation loss: 1.343[ 0.42207772 0.61207802 0.38965907 0.73756274 0.44769704] [ 0.53109362 0.55889051 0.39574658 0.59990255 0.51445943] [ 0.506556 0.36101999 0.45286457 0.71523114 0.55096764] [ 0.4776834 0.59297789 0.57060172 0.55090114 0.52595034] [ 0.70906717 0.48549712 0.51870094 0.44734924 0.33879241] [ 0.48739491 0.52010209 0.48012629 0.78505429 0.43690367] [ 0.30006183 0.4703874 0.57914459 0.68368034 0.54388857] [ 0.41962896 0.55419642 0.45657148 0.64881742 0.37485913] [ 0.68032533 0.46998851 0.621249 0.40371367 0.44533068] [ 0.36696234 0.45326618 0.47823749 0.62736521 0.45177599] [ 0.74976375 0.53414535 0.55332048 0.45713422 0.3818393 ] [ 0.62084841 0.34514527 0.55622294 0.27966364 0.61328722] [ 0.5411868 0.57117434 0.45571881 0.61262886 0.51448449] [ 0.58463668 0.49941722 0.58116284 0.51442951 0.43936489] [ 0.45060802 0.44812537 0.51099767 0.84901544 0.40729146] [ 0.48150564 0.47502063 0.51634786 0.64563564 0.38555808] [ 0.33023934 0.50242705 0.57874859 0.82183818 0.59064587] [ 0.52878605 0.38859211 0.43099387 0.31460306 0.48919386] [ 0.66651245 0.44077898 0.50100352 0.48909136 0.35259322] [ 0.51014576 0.52396146 0.36143874 0.63811145 0.51597956] [ 0.50665975 0.55726006 0.27373863 0.71665753 0.42142915] [ 0.62970038 0.57996903 0.32685487 0.31155586 0.30207166] [ 0.47471197 0.46260141 0.63603682 0.57075119 0.59474659] [ 0.56143757 0.42842934 0.58607556 0.33482681 0.39870197] [ 0.46315795 0.48978379 0.47142776 0.78987528 0.47751394] [ 0.42949939 0.57743439 0.48270811 0.6956151 0.50921901] [ 0.49723016 0.53061816 0.25399019 0.69708384 0.37513296] [ 0.75448648 0.51615588 0.39562035 0.31627463 0.45938396] [ 0.59249137 0.55537796 0.49139078 0.59992509 0.43474993] [ 0.67486022 0.41553003 0.56579446 0.27321615 0.45446365] [ 0.58506375 0.54052173 0.52429858 0.46974163 0.4499412 ] [ 0.53747041 0.34113188 0.69255294 0.46277653 0.39481751] [ 0.2314627 0.4646056 0.41397224 0.90163304 0.46734748] [ 0.70232859 0.58222895 0.48509466 0.48521261 0.48760848] [ 0.60643384 0.40640031 0.44150069 0.31995775 0.33436557] [ 0.58483245 0.40269308 0.46931643 0.30393726 0.4434806 ] [ 0.44376351 0.27591763 0.49624866 0.62262857 0.41795538] [ 0.68169788 0.49775342 0.49493898 0.40086649 0.52042661] [ 0.43723567 0.62917727 0.4122372 0.68953215 0.52101292] [ 0.56475791 0.3729521 0.50771923 0.61925679 0.31312494] [ 0.26647242 0.48189272 0.49907376 0.85558116 0.57783023] [ 0.40979233 0.37449685 0.5075711 0.80655259 0.45419764] [ 0.56333843 0.52704823 0.43725909 0.35668502 0.35279342] [ 0.67988594 0.5819007 0.51686436 0.64938712 0.3398285 ] [ 0.55855269 0.61906812 0.50183277 0.5668457 0.39226422] [ 0.4735832 0.60133369 0.58636153 0.59695224 0.48088595] [ 0.41790876 0.45393324 0.32122626 0.84464501 0.37916011] [ 0.61370978 0.35168268 0.58815473 0.19553322 0.53807053] [ 0.53841034 0.54751477 0.37132374 0.48498145 0.34737126] [ 0.58320846 0.43440279 0.55832906 0.47232688 0.45722069] [ 0.53411685 0.49713461 0.35759387 0.63611373 0.30163646] [ 0.49593791 0.28605684 0.466178 0.57256166 0.3393083 ] [ 0.50137144 0.49045145 0.6140234 0.52174159 0.32142376] [ 0.64230855 0.50716877 0.61420294 0.37224431 0.35140255] [ 0.39482958 0.37373699 0.43074154 0.52581582 0.74247332] [ 0.6822015 0.49432404 0.42436342 0.46577449 0.32410013] [ 0.5234647 0.52226638 0.4848557 0.47843036 0.34762521] [ 0.35047056 0.53313884 0.4746583 0.85835965 0.4494145 ] [ 0.35495097 0.34838406 0.42724296 0.76863124 0.47957993] [ 0.50166495 0.41288873 0.448319 0.66831066 0.29201572] [ 0.41060059 0.52848384 0.5591333 0.70301594 0.44766223] [ 0.49037077 0.32910167 0.4249538 0.50955718 0.40238163] [ 0.4241398 0.50706375 0.60935545 0.58437972 0.48244087] [ 0.50019661 0.43142059 0.57598322 0.62265729 0.4471265 ] [ 0.44007955 0.37907048 0.60368842 0.71343803 0.36490439] [ 0.52351287 0.46290271 0.37609826 0.58960122 0.51273889] [ 0.55675702 0.44249218 0.52671416 0.34491972 0.6422947 ] [ 0.3947699 0.44749246 0.60886962 0.74604942 0.53782664] [ 0.66171784 0.49100364 0.34968071 0.4515336 0.38245533] [ 0.4961825 0.59179911 0.52244975 0.72984691 0.31266178] [ 0.48881817 0.39494621 0.44342275 0.56216724 0.3203964 ] [ 0.41889253 0.55471293 0.51100267 0.79761573 0.44680963] [ 0.45645985 0.6037008 0.38932098 0.63165746 0.47007855] [ 0.51760365 0.40471565 0.58792542 0.38797148 0.67385838] [ 0.63329709 0.5163315 0.53838789 0.56817887 0.33708185] [ 0.51369001 0.4363634 0.45573621 0.37933135 0.45051168] [ 0.4972881 0.57370104 0.39782588 0.71118953 0.34096912] [ 0.50229532 0.39550553 0.544574 0.64772313 0.40482935] [ 0.45182587 0.54589058 0.47075085 0.70039231 0.60292316] [ 0.69077393 0.48334189 0.51487242 0.38558509 0.47960802] [ 0.36750391 0.49610124 0.57871481 0.77670568 0.57776922] [ 0.67070929 0.49915252 0.31271042 0.32577878 0.32722876] [ 0.44092269 0.47824184 0.38386898 0.64170507 0.56121305] [ 0.50141336 0.42978205 0.52935036 0.44341911 0.39961486] [ 0.52399772 0.37187862 0.44048504 0.69978239 0.41035743] [ 0.46462663 0.48260046 0.55037887 0.5438769 0.37561203] [ 0.74370427 0.55522005 0.55091863 0.28462706 0.3535041 ] [ 0.6174548 0.52293359 0.45611522 0.59259063 0.39532957] [ 0.49112796 0.42958258 0.31718998 0.67801256 0.38614356] [ 0.54034499 0.5462216 0.57518979 0.51328587 0.42256476] [ 0.59631297 0.51003072 0.50624681 0.21382643 0.52836049] [ 0.40127612 0.55650722 0.57706247 0.76069716 0.49665517] [ 0.4721092 0.51949587 0.40185378 0.51532948 0.48669709] [ 0.68158191 0.53008903 0.59987536 0.40594081 0.41524118] [ 0.61046243 0.42661573 0.52139264 0.32148932 0.47310515] [ 0.69381228 0.56664721 0.35200713 0.44486849 0.34497029] [ 0.59726208 0.52808604 0.62271416 0.41591396 0.46533525] [ 0.53018292 0.58264345 0.36819945 0.70828682 0.4958781 ] [ 0.47010374 0.4684862 0.59572612 0.69405783 0.45320228] [ 0.38156691 0.5445697 0.48416579 0.67089282 0.49734985] [ 0.61251624 0.63967254 0.37625461 0.5286862 0.48784411] [ 0.41674806 0.45879898 0.55325397 0.39320413 0.61337887] [ 0.31375155 0.44596877 0.63150013 0.75924757 0.51297978] [ 0.57615896 0.53621067 0.45555815 0.44657908 0.49237769] [ 0.28597821 0.43818478 0.45877819 0.72103762 0.46456257] [ 0.31017281 0.44682859 0.4607174 0.82846475 0.36261069] [ 0.50561765 0.4968208 0.5263003 0.39361861 0.56869555] [ 0.6322396 0.58507861 0.44341054 0.49433059 0.38347507] [ 0.62149833 0.50307239 0.4861477 0.41868351 0.39200086] [ 0.41461506 0.42119287 0.40794087 0.78028449 0.4501232 ] [ 0.5533989 0.53892541 0.43211199 0.53277093 0.53543017] [ 0.64514752 0.55790156 0.33877068 0.42929419 0.36276256] [ 0.69581225 0.50559321 0.55345488 0.39137756 0.32414056] [ 0.48056224 0.54862792 0.52104633 0.52171413 0.41884052] [ 0.35662026 0.50906867 0.58063336 0.81068769 0.41967445] [ 0.63226261 0.30959244 0.64123911 0.33134271 0.57011134] [ 0.69277739 0.50484453 0.51747006 0.46906997 0.48475672] [ 0.684562 0.51175786 0.57931108 0.38800416 0.47771268] [ 0.70625842 0.47585858 0.43670166 0.25328254 0.37539321] [ 0.61868626 0.6052329 0.37523188 0.63589728 0.5072588 ] [ 0.52167656 0.48074056 0.29097693 0.69174627 0.46375805] [ 0.41734683 0.57008935 0.49908468 0.70488566 0.49543419] [ 0.5969174 0.31366149 0.4383177 0.52717605 0.38458406] [ 0.31374366 0.43521732 0.56705935 0.75660962 0.37669529] [ 0.6207121 0.50849743 0.44103604 0.38208922 0.49706515] [ 0.76374209 0.58700057 0.24027815 0.59070076 0.22866187] [ 0.76130276 0.40668667 0.55838435 0.3601008 0.36417041] [ 0.56122234 0.35612682 0.49354512 0.36771444 0.41603857] Progress: 5.6% ... Training loss: 0.836 ... Validation loss: 1.343[ 0.6071984 0.54443414 0.53444854 0.40205858 0.39051179] [ 0.31288583 0.43569784 0.56697253 0.75687901 0.37685277] [ 0.37327249 0.46171042 0.46485571 0.87265393 0.48286893] [ 0.47410934 0.33914253 0.42086397 0.60688998 0.51765521] [ 0.46994032 0.49896888 0.39436495 0.70766135 0.42756074] [ 0.6437772 0.42482742 0.41325469 0.31303053 0.41535192] [ 0.57836396 0.47853585 0.46835122 0.44931601 0.49373996] [ 0.55060965 0.39306859 0.5974446 0.61695781 0.35507408] [ 0.64859134 0.64594545 0.31015511 0.71828428 0.41071264] [ 0.7206441 0.48073501 0.52269109 0.31869961 0.41536942] [ 0.66375228 0.57772789 0.26546933 0.59998836 0.40187105] [ 0.50830684 0.39353522 0.60170907 0.50160542 0.5168548 ] [ 0.57775236 0.37196937 0.56407137 0.35693388 0.42997631] [ 0.77437597 0.46213119 0.45032649 0.42025429 0.44020983] [ 0.63916119 0.4757994 0.41906688 0.40913074 0.43271296] [ 0.50684673 0.4330824 0.65301503 0.54793654 0.46901635] [ 0.44224551 0.36789276 0.52327795 0.783547 0.51366583] [ 0.56022796 0.58815651 0.56851289 0.43277669 0.40144023] [ 0.5365068 0.54561732 0.51001432 0.45816786 0.41912719] [ 0.43547705 0.47615666 0.63006736 0.78710361 0.37655711] [ 0.60454533 0.37289475 0.36578314 0.57427206 0.32437235] [ 0.49639647 0.53667627 0.38956811 0.59592618 0.45366682] [ 0.50892113 0.41411719 0.40308328 0.6090625 0.40467685] [ 0.59545927 0.49273938 0.65706341 0.45469226 0.46937855] [ 0.6049819 0.51959789 0.52183473 0.42600818 0.51135675] [ 0.45697221 0.46099622 0.46307924 0.64092376 0.34093611] [ 0.69228418 0.47369181 0.44097359 0.33949088 0.3029428 ] [ 0.6163356 0.4979526 0.45936292 0.40102048 0.50465423] [ 0.7059997 0.49353432 0.56448326 0.42721924 0.3750959 ] [ 0.40083878 0.3759573 0.48503128 0.68118834 0.48614831] [ 0.62359263 0.54107298 0.27830436 0.38522791 0.36455938] [ 0.55547519 0.49480012 0.55914366 0.42346096 0.55860026] [ 0.58813447 0.50496488 0.53208533 0.27710249 0.53020028] [ 0.56038405 0.3992354 0.50986344 0.65122194 0.38394681] [ 0.54662444 0.52607984 0.43759046 0.36852759 0.47354727] [ 0.71846492 0.39359644 0.53787153 0.35179518 0.3664242 ] [ 0.60444198 0.48872037 0.46564956 0.53018455 0.43762271] [ 0.49374446 0.65351468 0.5016206 0.60024089 0.53542321] [ 0.48024876 0.55994979 0.47277459 0.74292975 0.47666189] [ 0.57255836 0.52069376 0.39715363 0.57345866 0.30721242] [ 0.70346008 0.40237444 0.435803 0.3530654 0.34814309] [ 0.46788197 0.42285428 0.4809629 0.62101195 0.28286972] [ 0.4526343 0.51286559 0.57886576 0.70168557 0.44084596] [ 0.59853632 0.47534807 0.46439416 0.39205059 0.46962232] [ 0.60336013 0.55614515 0.38206084 0.58957954 0.3532455 ] [ 0.44227813 0.48922595 0.62116345 0.78471505 0.41579221] [ 0.23877883 0.50457042 0.52834205 0.82164218 0.56857146] [ 0.45763603 0.4281952 0.50067634 0.7304144 0.34121319] [ 0.49352114 0.47742656 0.35331719 0.72727736 0.48368907] [ 0.36449553 0.35437091 0.42806412 0.41039201 0.69418104] [ 0.48259632 0.52565332 0.42591462 0.54614359 0.39969574] [ 0.58027387 0.43948747 0.58356361 0.3489318 0.50794847] [ 0.62668179 0.38866353 0.40902074 0.28096797 0.43590002] [ 0.50904325 0.38571496 0.61468379 0.57754843 0.3328252 ] [ 0.55485707 0.45573052 0.51125917 0.6727209 0.26225856] [ 0.37920118 0.51186085 0.36539015 0.70774449 0.36698963] [ 0.52611892 0.58665006 0.57505296 0.65007465 0.4427844 ] [ 0.42551729 0.37798514 0.42232631 0.72865527 0.34182263] [ 0.33115336 0.58019836 0.3873127 0.77670414 0.46029915] [ 0.60120738 0.57938475 0.4540396 0.58247914 0.46482582] [ 0.54828716 0.43984259 0.43955095 0.49018579 0.40733787] [ 0.57471174 0.4308655 0.37080315 0.55868805 0.55732592] [ 0.44460311 0.33851022 0.59798774 0.50627875 0.62832143] [ 0.58463243 0.41480476 0.62791694 0.27441375 0.44415802] [ 0.49159234 0.5087154 0.40219406 0.75423032 0.41015626] [ 0.4129677 0.53703118 0.55058581 0.81369326 0.4881751 ] [ 0.66606552 0.55155211 0.52110433 0.36012537 0.4461101 ] [ 0.39975272 0.48613335 0.62386631 0.70470333 0.57479963] [ 0.592477 0.55327673 0.45704284 0.62434455 0.45117108] [ 0.71510706 0.49406407 0.64133846 0.38043911 0.43784457] [ 0.73755571 0.46914492 0.51053321 0.23445039 0.3430285 ] [ 0.55583745 0.40038902 0.59073429 0.39161207 0.5045122 ] [ 0.64306865 0.50188777 0.39819508 0.43077141 0.3914337 ] [ 0.46242054 0.55775959 0.43658198 0.44759866 0.46883903] [ 0.47347837 0.45957605 0.58733537 0.75541193 0.43804189] [ 0.34168144 0.52137948 0.46548787 0.81960129 0.35013565] [ 0.57407243 0.35444792 0.42544227 0.71503616 0.41065824] [ 0.57042486 0.46476881 0.4011656 0.56787197 0.35701066] [ 0.43897089 0.50087042 0.50833122 0.75024424 0.44861816] [ 0.48024876 0.55994979 0.47277459 0.74292975 0.47666189] [ 0.68177584 0.47768486 0.45445865 0.45115353 0.52396932] [ 0.55003772 0.40268532 0.55071976 0.502972 0.46158797] [ 0.62194301 0.52405263 0.6089862 0.54538584 0.49790973] [ 0.42618659 0.56100478 0.44290093 0.63466863 0.40435394] [ 0.54828716 0.43984259 0.43955095 0.49018579 0.40733787] [ 0.69340573 0.46640201 0.52786077 0.28517405 0.3215173 ] [ 0.34042858 0.4807686 0.49649079 0.60560138 0.58992518] [ 0.67373685 0.53421574 0.41648779 0.50493078 0.52499589] [ 0.47891726 0.35911385 0.47032679 0.69629809 0.5101481 ] [ 0.42969218 0.65217292 0.33208437 0.76124915 0.39877793] [ 0.54660197 0.52598988 0.46409428 0.63280273 0.34494142] [ 0.66665491 0.40867538 0.62338601 0.33214844 0.36782386] [ 0.45455992 0.440898 0.49934262 0.33910336 0.45438798] [ 0.66102101 0.60247347 0.38231222 0.48695463 0.42019208] [ 0.7034893 0.48842258 0.42173053 0.35180287 0.34791277] [ 0.63963604 0.42860949 0.51872098 0.29512111 0.47191669] [ 0.74081883 0.46781403 0.45243503 0.25257496 0.29286857] [ 0.31994073 0.37525031 0.47828201 0.81475356 0.41894384] [ 0.30306063 0.48385322 0.5580378 0.79426696 0.49825578] [ 0.63706189 0.46332103 0.33088524 0.31254676 0.31318485] [ 0.68554118 0.56591587 0.39279134 0.55522089 0.33293257] [ 0.52388432 0.41603703 0.43718207 0.47571151 0.45930746] [ 0.57148208 0.47093739 0.42663019 0.5677603 0.324282 ] [ 0.6356902 0.40570373 0.66163513 0.27456975 0.49158879] [ 0.60414773 0.42571112 0.46787994 0.4774425 0.46426243] [ 0.51213855 0.46274889 0.47074502 0.40679399 0.39931087] [ 0.64105832 0.61866361 0.36203137 0.42330001 0.42272117] [ 0.31802009 0.55542684 0.53393701 0.87737196 0.50271861] [ 0.68982774 0.47808209 0.38464167 0.53375338 0.35289621] [ 0.69125193 0.39490147 0.61763782 0.25165586 0.51797651] [ 0.38514248 0.59306846 0.50563315 0.78898727 0.53835682] [ 0.54801721 0.60027283 0.48331178 0.52594606 0.4024573 ] [ 0.67580616 0.44304795 0.51623142 0.39680851 0.31110298] [ 0.57066094 0.52625198 0.41939751 0.59508524 0.37795215] [ 0.62485682 0.56399108 0.5982457 0.48768761 0.45684117] [ 0.49574355 0.51139636 0.59542988 0.57911907 0.38087993] [ 0.6538633 0.47029554 0.34618788 0.48996042 0.28224105] [ 0.59089999 0.40817637 0.60569771 0.3183435 0.46498836] [ 0.69558103 0.45698326 0.57318788 0.30535682 0.44047984] [ 0.46416208 0.42768289 0.51192616 0.67541546 0.32643559] [ 0.36928031 0.55635119 0.52253028 0.68721982 0.46977828] [ 0.66223861 0.49416637 0.41498348 0.38620886 0.32167886] [ 0.44511953 0.39447299 0.45144002 0.63844233 0.33644802] [ 0.50493102 0.56370313 0.39888761 0.62088606 0.42767001] [ 0.46057406 0.5716098 0.57805225 0.64821505 0.48648403] [ 0.49544059 0.38533983 0.4806248 0.58362021 0.33768428] [ 0.65130177 0.48608616 0.47484208 0.41385341 0.34988795] [ 0.40553953 0.46497796 0.65532894 0.68300609 0.48497094] Progress: 5.7% ... Training loss: 0.835 ... Validation loss: 1.351[ 0.7380569 0.56558158 0.56781956 0.51769404 0.40322354] [ 0.33062011 0.46479901 0.51436256 0.83896747 0.5228881 ] [ 0.40006319 0.49066819 0.63531382 0.50351922 0.54769631] [ 0.60600424 0.52655521 0.52930554 0.35438308 0.44062348] [ 0.41275234 0.44397915 0.59484729 0.70668014 0.39611092] [ 0.64592861 0.39089901 0.41847309 0.50254093 0.40958494] [ 0.58056641 0.50163658 0.48801764 0.52078184 0.46580575] [ 0.57151851 0.41416825 0.49739618 0.57282798 0.35307695] [ 0.63245875 0.59347927 0.51877822 0.50769215 0.58488811] [ 0.6438015 0.54557669 0.51810507 0.46593467 0.46026761] [ 0.37251958 0.47831739 0.48401233 0.56474242 0.55885055] [ 0.57764362 0.34606642 0.38094808 0.45207557 0.44966528] [ 0.48130222 0.44264767 0.47453092 0.54955665 0.37283472] [ 0.41018501 0.60108049 0.37128869 0.81354482 0.34471181] [ 0.54243778 0.44325296 0.61819959 0.55308564 0.35812659] [ 0.36562774 0.49702148 0.57854238 0.77724286 0.57808253] [ 0.65178924 0.58539989 0.39426938 0.44984006 0.38572914] [ 0.43864761 0.56879142 0.66591 0.40848814 0.57973379] [ 0.32435044 0.48063604 0.36781385 0.77770452 0.37659323] [ 0.36562774 0.49702148 0.57854238 0.77724286 0.57808253] [ 0.70407882 0.46469865 0.41489056 0.29790163 0.34433273] [ 0.58349306 0.41102742 0.54995088 0.50767986 0.28215785] [ 0.7650481 0.40847275 0.42670672 0.28962988 0.45400154] [ 0.48751588 0.34416144 0.4838038 0.80364384 0.39231003] [ 0.42451056 0.59529092 0.50548401 0.61674972 0.40999908] [ 0.69129463 0.52253552 0.45774767 0.37274959 0.42424529] [ 0.50652354 0.41136082 0.5658683 0.48023917 0.47790722] [ 0.19314933 0.50628292 0.47909382 0.83687209 0.58161319] [ 0.43410058 0.56038891 0.42338271 0.68122005 0.38811342] [ 0.36680189 0.45729348 0.62381608 0.76311322 0.50479422] [ 0.45088534 0.43570882 0.48748906 0.59701761 0.59588 ] [ 0.52742328 0.44405569 0.5213889 0.39340602 0.36243439] [ 0.66537985 0.52674377 0.43848105 0.28812003 0.30415513] [ 0.64663659 0.40778312 0.52173639 0.30181936 0.40380192] [ 0.4814895 0.47513254 0.618008 0.54228361 0.4131137 ] [ 0.59778872 0.45155642 0.59398683 0.31229073 0.38486758] [ 0.40750377 0.37832561 0.5064826 0.72773452 0.33939272] [ 0.70411984 0.519895 0.33200408 0.4271768 0.33359813] [ 0.58633629 0.48730943 0.5306766 0.34323445 0.51287454] [ 0.45123912 0.5225248 0.3818144 0.69391806 0.4254762 ] [ 0.57742375 0.37250827 0.46303409 0.40142093 0.32879765] [ 0.68055311 0.46186813 0.42335649 0.42098626 0.42197293] [ 0.48391571 0.51058455 0.34053432 0.80467477 0.48163128] [ 0.5590467 0.30460477 0.58584028 0.45059541 0.34817365] [ 0.45388754 0.484619 0.60871548 0.73716265 0.45800942] [ 0.50848698 0.4870897 0.58955508 0.33704024 0.53993096] [ 0.35091924 0.51860785 0.55663468 0.76810056 0.57931285] [ 0.42426815 0.52842914 0.52801431 0.62048632 0.57759539] [ 0.54621145 0.45502422 0.53151913 0.40569002 0.59860024] [ 0.65956753 0.35735261 0.62969113 0.28944126 0.48880651] [ 0.47112555 0.5372254 0.56134776 0.57988207 0.44718587] [ 0.67031219 0.47054613 0.5907689 0.40876969 0.33644037] [ 0.54222796 0.58934816 0.37179522 0.54897237 0.35151132] [ 0.55144644 0.57887109 0.46309877 0.62951553 0.40607961] [ 0.43915272 0.4592047 0.43744364 0.80944043 0.29264313] [ 0.53356366 0.54885393 0.42471465 0.55732761 0.32532469] [ 0.63035506 0.47899664 0.52635499 0.23889913 0.3513616 ] [ 0.54698687 0.48237824 0.47750714 0.36969433 0.39972382] [ 0.69265396 0.44847341 0.49202712 0.29341844 0.33486656] [ 0.47870023 0.3963378 0.40843154 0.42576014 0.38785257] [ 0.47713874 0.45598603 0.52812662 0.56167053 0.49153554] [ 0.59948366 0.39000992 0.46288654 0.54589459 0.47489519] [ 0.61738998 0.45028043 0.51192783 0.43630399 0.38560182] [ 0.4479785 0.4293279 0.650979 0.71230629 0.45746356] [ 0.62832701 0.48599826 0.46740241 0.3954657 0.42095552] [ 0.48229184 0.48758867 0.50658814 0.57148126 0.37642573] [ 0.68395595 0.51174431 0.53348081 0.44941805 0.30057632] [ 0.57890085 0.45854256 0.59010679 0.33703143 0.43594403] [ 0.47310965 0.52793551 0.38731113 0.71994832 0.41775843] [ 0.52719865 0.44732001 0.37694009 0.5002437 0.43862969] [ 0.57442545 0.49811917 0.39764957 0.7000288 0.37509068] [ 0.42907858 0.28845058 0.464842 0.53634015 0.61136632] [ 0.69421934 0.52251428 0.46712215 0.37650248 0.27869628] [ 0.41724069 0.50217824 0.49063675 0.61277018 0.55351097] [ 0.59944977 0.49155619 0.51946281 0.43903595 0.42317207] [ 0.52402303 0.56475592 0.3030617 0.41511545 0.44837418] [ 0.60701801 0.39362308 0.36619609 0.37381966 0.38550803] [ 0.73048884 0.4327423 0.63527082 0.332759 0.46497978] [ 0.27179646 0.46685421 0.52736146 0.71350874 0.50393387] [ 0.7388989 0.54574324 0.43071512 0.34344822 0.39882016] [ 0.69457497 0.35492903 0.58315688 0.46052344 0.33463951] [ 0.36863862 0.58321971 0.48897667 0.77709183 0.51167611] [ 0.38370884 0.43421296 0.43978289 0.71754836 0.34751672] [ 0.53170653 0.62920723 0.4553248 0.71554721 0.58511256] [ 0.5042668 0.44730232 0.59100983 0.7039671 0.40674419] [ 0.48011994 0.4152452 0.46984484 0.440432 0.53171523] [ 0.5544334 0.39549553 0.36180596 0.4733416 0.41872336] [ 0.75610183 0.60662077 0.50142495 0.46131234 0.40965135] [ 0.57015928 0.52455403 0.59644934 0.51086047 0.3600526 ] [ 0.41803872 0.36181918 0.44913327 0.66119506 0.4989281 ] [ 0.37242058 0.40977088 0.44054171 0.70475354 0.38810282] [ 0.36744027 0.50375273 0.51902317 0.76233791 0.56443463] [ 0.58020636 0.65497454 0.50658757 0.56952674 0.41171354] [ 0.5377577 0.39572257 0.53994832 0.65861828 0.41175979] [ 0.63184056 0.48763191 0.4647369 0.44788833 0.41441332] [ 0.54639048 0.46122829 0.4188464 0.38905765 0.41823243] [ 0.80430193 0.51705512 0.43976094 0.43443428 0.37241022] [ 0.78134008 0.43891984 0.51324773 0.24168913 0.35729231] [ 0.51119621 0.48515708 0.5365372 0.64863444 0.42131023] [ 0.41666362 0.44617086 0.66364022 0.7617781 0.4304238 ] [ 0.28062771 0.44149867 0.54698141 0.83049483 0.48334634] [ 0.61297436 0.32987655 0.64168016 0.25661038 0.49356709] [ 0.6627501 0.51037072 0.55039332 0.45126113 0.50112613] [ 0.38229083 0.40691871 0.53704586 0.60089853 0.37815899] [ 0.46237095 0.48190137 0.47184152 0.65735315 0.35916511] [ 0.28311399 0.497091 0.54251233 0.79579417 0.48268025] [ 0.59213374 0.5540725 0.54121769 0.44083445 0.43496645] [ 0.72969886 0.47033686 0.38989197 0.4330469 0.33065156] [ 0.57633824 0.47698423 0.45706186 0.38329602 0.3644552 ] [ 0.55143947 0.37525783 0.62343625 0.53220674 0.31172589] [ 0.47761805 0.44217962 0.60084935 0.6921477 0.40335788] [ 0.43646335 0.42962394 0.5916279 0.58631667 0.45382739] [ 0.45417049 0.5343112 0.42194516 0.57182659 0.36577077] [ 0.68008893 0.3927801 0.57607147 0.43502561 0.35479504] [ 0.45771791 0.4599859 0.36830858 0.6728583 0.4801485 ] [ 0.29914474 0.56662776 0.4575108 0.63848889 0.43584765] [ 0.27400912 0.53494284 0.57510297 0.8800285 0.44988158] [ 0.23018965 0.54413683 0.3854031 0.88087719 0.43825796] [ 0.46157891 0.4879479 0.39739919 0.4732437 0.48638225] [ 0.36830834 0.46335152 0.34074484 0.71239754 0.39843319] [ 0.70156677 0.50586809 0.52555375 0.27506136 0.54065519] [ 0.4494894 0.54031068 0.49543027 0.57916938 0.53000614] [ 0.72777508 0.57915886 0.45928363 0.4918411 0.42267881] [ 0.31993095 0.45804201 0.5074045 0.7465599 0.34924994] [ 0.67723713 0.57163084 0.40861972 0.54567311 0.30521378] [ 0.44980435 0.48677002 0.35036998 0.63424807 0.44978588] [ 0.44924349 0.47517731 0.57567494 0.69439944 0.42846876] [ 0.55372496 0.44062763 0.42608142 0.54114245 0.35875177] Progress: 5.7% ... Training loss: 0.833 ... Validation loss: 1.342[ 0.67115873 0.55472161 0.34690632 0.73745774 0.41449952] [ 0.49414819 0.56874573 0.42110496 0.74414918 0.30669255] [ 0.6096419 0.45303822 0.43758303 0.37539885 0.39681916] [ 0.53789849 0.58933224 0.52794367 0.52524435 0.52843804] [ 0.36416886 0.45457737 0.54308941 0.85216623 0.41373386] [ 0.65764054 0.51710018 0.46067795 0.42439794 0.45747777] [ 0.44520575 0.44049409 0.51963176 0.73112819 0.45583411] [ 0.43818191 0.42344482 0.59680563 0.67166689 0.46255064] [ 0.66442012 0.36910296 0.57739619 0.20857957 0.37921577] [ 0.44985217 0.59218681 0.53984537 0.71836397 0.50163875] [ 0.37935952 0.53524816 0.61332997 0.78084537 0.57398519] [ 0.47226614 0.51978675 0.5688598 0.54554009 0.41573131] [ 0.51523851 0.5333637 0.57891512 0.39768563 0.49341452] [ 0.39587871 0.41950068 0.40274746 0.57844317 0.42981051] [ 0.53950309 0.5188259 0.62982663 0.423458 0.49176971] [ 0.53577668 0.58689771 0.39094745 0.7289625 0.5459039 ] [ 0.51679126 0.44679173 0.38729981 0.72709509 0.58256798] [ 0.3313697 0.42043186 0.44402029 0.685049 0.45673801] [ 0.66286379 0.46191218 0.58924685 0.21240641 0.53559599] [ 0.60754238 0.62060364 0.48895332 0.64323123 0.41630962] [ 0.52878303 0.49962927 0.36901641 0.41471933 0.36358114] [ 0.63656052 0.51511297 0.62428273 0.36011592 0.52072575] [ 0.64170887 0.53215851 0.48272342 0.31912994 0.31339237] [ 0.58749327 0.56297066 0.40683523 0.52160756 0.40989541] [ 0.56111479 0.50896292 0.5239962 0.52264442 0.53337529] [ 0.59262447 0.4501852 0.5515034 0.44055013 0.53587447] [ 0.59603381 0.51700513 0.5194603 0.45330193 0.47762722] [ 0.6772842 0.47078179 0.45821098 0.24884457 0.34157535] [ 0.3050988 0.45072155 0.41209383 0.83584912 0.46551091] [ 0.47629036 0.51798831 0.50002184 0.52319079 0.36981739] [ 0.34659211 0.49302832 0.4501951 0.87760581 0.50315309] [ 0.41775077 0.55505907 0.45639372 0.64948101 0.37513398] [ 0.43615403 0.42273048 0.67858877 0.63479729 0.32454017] [ 0.6015971 0.53223242 0.4819973 0.58266562 0.42864022] [ 0.57788566 0.52531486 0.48651997 0.39403932 0.586574 ] [ 0.45889843 0.37303609 0.50550794 0.67262007 0.36060932] [ 0.5616697 0.37977607 0.47544498 0.68603871 0.31551349] [ 0.60022494 0.42554417 0.56379106 0.32427945 0.42418106] [ 0.42478624 0.6515211 0.37841024 0.80931743 0.33202173] [ 0.63204644 0.61382887 0.52466206 0.53046875 0.46895845] [ 0.34437341 0.44090176 0.57558543 0.68302482 0.52546257] [ 0.57032464 0.46514024 0.45099619 0.4859655 0.50279906] [ 0.40960058 0.57747259 0.43970381 0.77499092 0.57577107] [ 0.41679144 0.4657595 0.52959341 0.58231436 0.59523136] [ 0.65903751 0.53298558 0.45384766 0.46827945 0.38095234] [ 0.58789817 0.48951989 0.48082363 0.43952845 0.36584559] [ 0.38866173 0.31678511 0.51100924 0.77710371 0.3824448 ] [ 0.57352128 0.42138972 0.41390143 0.38796224 0.34103902] [ 0.56710191 0.44819262 0.51119949 0.49775101 0.47071234] [ 0.6297166 0.41424022 0.50674161 0.45054756 0.28395856] [ 0.33746476 0.47087481 0.55060207 0.74656359 0.36806594] [ 0.61696063 0.49585779 0.5804232 0.22982885 0.4591338 ] [ 0.23964143 0.44077063 0.58360288 0.78155482 0.56280815] [ 0.65247643 0.41503101 0.523297 0.34807084 0.45318627] [ 0.70270602 0.50515572 0.51062986 0.27673125 0.35336451] [ 0.36660828 0.48576044 0.58115748 0.69322644 0.49270513] [ 0.64400555 0.4330992 0.43814587 0.5004725 0.323746 ] [ 0.75832331 0.38463026 0.63517012 0.18611364 0.32215845] [ 0.51796075 0.40080135 0.45390242 0.43429483 0.50520243] [ 0.37028942 0.53549815 0.4511548 0.6950152 0.47554908] [ 0.34341861 0.49236391 0.64677659 0.72726644 0.43196314] [ 0.63179693 0.47708338 0.40987589 0.50514754 0.40256346] [ 0.62984383 0.51574888 0.43621871 0.45849515 0.40731605] [ 0.38189832 0.43502286 0.43960938 0.71823772 0.34776731] [ 0.31093312 0.4675891 0.59158322 0.61991443 0.59599536] [ 0.60725187 0.32218247 0.54505741 0.26199085 0.39008845] [ 0.73386859 0.4220976 0.5452113 0.17293621 0.30211221] [ 0.45694973 0.49103658 0.60898816 0.41253831 0.45156509] [ 0.50944512 0.57660504 0.45944088 0.58656357 0.5196419 ] [ 0.54731372 0.45931422 0.47368233 0.29837496 0.39990178] [ 0.65176863 0.3967662 0.63523283 0.2592361 0.42945914] [ 0.62314872 0.53005705 0.54921895 0.19179653 0.51927697] [ 0.58803792 0.4575104 0.44266065 0.30428083 0.38639971] [ 0.50182216 0.39575869 0.54451795 0.64774946 0.40491499] [ 0.44128228 0.52707974 0.40385208 0.55599699 0.38386818] [ 0.34238284 0.51889428 0.54025129 0.825374 0.60730105] [ 0.56406822 0.50960154 0.4231795 0.49618166 0.44627492] [ 0.29589288 0.33673971 0.5673956 0.78053979 0.56765378] [ 0.56789528 0.37830616 0.50716288 0.40797907 0.41799425] [ 0.50947487 0.43185804 0.52861135 0.60901404 0.30773947] [ 0.67843947 0.33826343 0.48264127 0.22421852 0.38412747] [ 0.66072223 0.50916853 0.51561548 0.37282477 0.43097974] [ 0.60210088 0.66049186 0.31601129 0.52722112 0.34364739] [ 0.64054153 0.44608506 0.49926361 0.35679009 0.53923233] [ 0.43659306 0.50582605 0.51681071 0.62092262 0.50503242] [ 0.76215055 0.42231441 0.62129977 0.19570874 0.38768277] [ 0.64754224 0.48929938 0.42092191 0.2814231 0.37002802] [ 0.64591195 0.39440374 0.53933894 0.33537939 0.55595261] [ 0.52111059 0.38478902 0.46318988 0.62909166 0.61528381] [ 0.47750154 0.45018464 0.43444957 0.75020552 0.36670759] [ 0.3587607 0.47364954 0.63207995 0.73051951 0.56313006] [ 0.35760152 0.29335144 0.45689519 0.83929508 0.48535895] [ 0.51133023 0.4508622 0.39176683 0.7176513 0.45701084] [ 0.49555361 0.51149146 0.59540618 0.57913389 0.38089969] [ 0.35362934 0.52343565 0.66557395 0.74703166 0.55650027] [ 0.43260946 0.46488007 0.53756144 0.64528038 0.29367995] [ 0.29324442 0.42421768 0.55707423 0.80513186 0.51379533] [ 0.45462072 0.49740127 0.40870405 0.76139699 0.48225965] [ 0.58671398 0.4621307 0.58662734 0.30093246 0.51885302] [ 0.53158508 0.39508378 0.62138958 0.4009489 0.49714623] [ 0.59753594 0.38249894 0.54368244 0.35816545 0.30928056] [ 0.56565733 0.6176782 0.47537124 0.54752308 0.63680917] [ 0.71627217 0.48613016 0.4940728 0.35472533 0.39335953] [ 0.57473738 0.38855769 0.57678187 0.35305846 0.42277391] [ 0.56564981 0.48395401 0.58180239 0.43071701 0.51435458] [ 0.62276892 0.47479439 0.41376833 0.41694628 0.37916893] [ 0.57067069 0.37077847 0.43718267 0.52428335 0.34780176] [ 0.58610367 0.6164675 0.46934746 0.60157846 0.38994734] [ 0.59150867 0.64514375 0.40953627 0.51307273 0.50052635] [ 0.52488131 0.53382352 0.53712789 0.51164501 0.41828382] [ 0.57248906 0.36533095 0.57385117 0.44080826 0.47112386] [ 0.78009742 0.41673302 0.45654383 0.2337635 0.31784744] [ 0.59070149 0.47906268 0.5990103 0.53050129 0.29529356] [ 0.58376677 0.41502614 0.46416367 0.28187717 0.53885365] [ 0.71125188 0.47666929 0.47802502 0.28937577 0.41106139] [ 0.63023236 0.45742248 0.4674624 0.41206698 0.38366626] [ 0.53579241 0.60495153 0.47363435 0.54765502 0.42397326] [ 0.51122019 0.52614636 0.63453752 0.46354005 0.48666908] [ 0.34311606 0.45032439 0.59904593 0.5880995 0.57875597] [ 0.57492991 0.34486718 0.61866932 0.2888765 0.4754369 ] [ 0.44293143 0.33913994 0.59784784 0.50700324 0.62854847] [ 0.7054259 0.48970701 0.54884771 0.36739864 0.43876751] [ 0.67841612 0.53266 0.58845003 0.37154764 0.54253689] [ 0.65496366 0.4747103 0.49523871 0.39402463 0.33507833] [ 0.52217055 0.52334581 0.49007467 0.49007565 0.59966267] [ 0.3039916 0.51070332 0.49051415 0.87021612 0.39929487] [ 0.57556933 0.46414242 0.42979746 0.41075474 0.3524149 ] [ 0.61679867 0.47227736 0.52974458 0.35996205 0.48907479] Progress: 5.8% ... Training loss: 0.832 ... Validation loss: 1.336[ 0.57928859 0.53573133 0.68111091 0.43217863 0.40814523] [ 0.79565316 0.37160677 0.51938383 0.21782776 0.38829424] [ 0.45114678 0.42578876 0.47764305 0.62034175 0.37893065] [ 0.39952098 0.43633683 0.45413058 0.63260176 0.31863673] [ 0.60945745 0.52186804 0.47053726 0.56347461 0.35745863] [ 0.62147268 0.49001823 0.3897035 0.55142284 0.52203999] [ 0.55789321 0.5203756 0.49863186 0.52708371 0.47885146] [ 0.64943878 0.54577458 0.58330035 0.58503522 0.38471469] [ 0.76699764 0.48925411 0.48665993 0.30530041 0.38524798] [ 0.39744613 0.48168048 0.60406253 0.80032884 0.42051419] [ 0.72429317 0.44922001 0.57608231 0.24726795 0.39300425] [ 0.58962579 0.5483144 0.50349783 0.5678192 0.50409797] [ 0.34635982 0.43034255 0.55741337 0.84964623 0.50177081] [ 0.70095767 0.49557616 0.48983879 0.51224942 0.42431702] [ 0.42036788 0.52142707 0.3958225 0.83493913 0.59357347] [ 0.59209265 0.52372265 0.49800056 0.56744067 0.38770806] [ 0.62155 0.4461438 0.63889642 0.42570863 0.38152166] [ 0.6658559 0.52210739 0.51920311 0.31666534 0.4859388 ] [ 0.45601254 0.44338781 0.59886425 0.64225619 0.47528966] [ 0.57909417 0.47851941 0.53185603 0.22067236 0.36997874] [ 0.40410841 0.51807872 0.43692813 0.80670268 0.41141941] [ 0.65985423 0.47310933 0.50993212 0.28474396 0.37664835] [ 0.39017051 0.44963583 0.60844458 0.74770513 0.53855658] [ 0.61423445 0.24903563 0.51837538 0.39417768 0.39839395] [ 0.49110477 0.4765458 0.55734986 0.65427092 0.42763177] [ 0.55455823 0.66270677 0.39764772 0.55026031 0.45490779] [ 0.33197009 0.41311907 0.53459366 0.59334712 0.48622232] [ 0.75402548 0.48364216 0.35156764 0.34733059 0.34140319] [ 0.62932984 0.44255986 0.61279609 0.65721311 0.3954556 ] [ 0.60408427 0.48687782 0.39810693 0.44884114 0.30092783] [ 0.58322907 0.56879071 0.3820902 0.3553864 0.39268849] [ 0.45080941 0.51943349 0.51691527 0.52101232 0.47771004] [ 0.56316893 0.49119697 0.4420291 0.50475258 0.32419301] [ 0.5838796 0.48786731 0.47522548 0.70554165 0.35402467] [ 0.35298514 0.58083819 0.4864847 0.62329982 0.44716945] [ 0.63146956 0.39736007 0.63952137 0.39199847 0.34394916] [ 0.596375 0.50686881 0.51487195 0.41368382 0.40952437] [ 0.60109156 0.62951375 0.43717479 0.4104986 0.40598884] [ 0.32022896 0.47365748 0.51842826 0.73735059 0.49496845] [ 0.44325189 0.5428358 0.3959209 0.68374612 0.37752219] [ 0.4245239 0.55202562 0.36870322 0.70321421 0.44508451] [ 0.55607868 0.4487753 0.48252693 0.43616948 0.55030402] [ 0.37442133 0.54408051 0.47428977 0.73668783 0.59462185] [ 0.39806813 0.49156291 0.63513734 0.5044467 0.54799571] [ 0.51939571 0.55343797 0.61632155 0.41960628 0.3978423 ] [ 0.68487275 0.58038084 0.38457524 0.47674865 0.42484462] [ 0.3548519 0.52417221 0.52964125 0.75469345 0.52534306] [ 0.60268736 0.56285838 0.41462524 0.46155522 0.35028136] [ 0.60635132 0.42812701 0.56264203 0.53185766 0.31711659] [ 0.58888475 0.40093175 0.62963231 0.32997742 0.43579245] [ 0.58730076 0.71240952 0.36332384 0.80389541 0.47722806] [ 0.5294912 0.53429297 0.6380495 0.44537411 0.47042652] [ 0.69994761 0.58125257 0.58043121 0.32709111 0.43531192] [ 0.35527472 0.39910638 0.58965839 0.80919678 0.59307053] [ 0.52429896 0.50961445 0.58313557 0.69157143 0.40826956] [ 0.48615993 0.37989456 0.49380938 0.74237506 0.33463759] [ 0.46394681 0.46635343 0.52005584 0.61756562 0.29839003] [ 0.64096991 0.42892835 0.5515163 0.33106198 0.39202921] [ 0.59775456 0.52439759 0.43234911 0.58675717 0.46019378] [ 0.68796797 0.42452534 0.63280466 0.25797062 0.53580673] [ 0.38721178 0.4004618 0.46055491 0.74468212 0.60939457] [ 0.66984303 0.49639458 0.62396462 0.29789401 0.43132853] [ 0.58661865 0.39573256 0.52125982 0.32929031 0.52182843] [ 0.51505925 0.53103028 0.49863826 0.45389105 0.45008288] [ 0.42995614 0.44611583 0.66823135 0.60759576 0.461825 ] [ 0.50967308 0.41007003 0.57182229 0.5823286 0.55326599] [ 0.60547684 0.37744822 0.52572641 0.31730062 0.45823298] [ 0.41717505 0.43989597 0.49270402 0.84024175 0.45779415] [ 0.57106204 0.4388617 0.41019475 0.64789195 0.44724487] [ 0.27925354 0.44164979 0.45807529 0.72377252 0.46578401] [ 0.52976069 0.52699534 0.5242735 0.40285907 0.5867931 ] [ 0.43803052 0.5159612 0.47636513 0.62608022 0.41897108] [ 0.29894357 0.41049751 0.51295058 0.72396573 0.53828099] [ 0.29071383 0.52107402 0.34275774 0.88176256 0.42546555] [ 0.38252914 0.54642778 0.52394713 0.72118622 0.50618555] [ 0.70568607 0.59077163 0.56781608 0.4901504 0.47177628] [ 0.3423011 0.53652106 0.57708218 0.6407376 0.57444095] [ 0.40918736 0.61625859 0.267956 0.68304758 0.42785372] [ 0.6171283 0.48298765 0.33258775 0.5028852 0.41747391] [ 0.46666676 0.350734 0.49866061 0.6985895 0.38457767] [ 0.61554685 0.58048641 0.41931974 0.48035578 0.48553879] [ 0.5873066 0.37638849 0.47563635 0.65880753 0.4447663 ] [ 0.37964445 0.4397687 0.53201729 0.7990241 0.47165837] [ 0.59502641 0.57837869 0.39399079 0.48431854 0.39692885] [ 0.75122034 0.52761233 0.34219401 0.55559242 0.26454697] [ 0.23825698 0.44152823 0.5834453 0.78208805 0.56308135] [ 0.5730705 0.53753501 0.52681571 0.50478903 0.46771059] [ 0.35813204 0.47932918 0.4592616 0.82319921 0.44062226] [ 0.54006897 0.37655457 0.6051218 0.36533438 0.53351336] [ 0.49000927 0.34820793 0.48690031 0.57458986 0.34804393] [ 0.69515208 0.39206988 0.427801 0.41319575 0.40415929] [ 0.37941836 0.40370717 0.60155248 0.76812577 0.48150722] [ 0.59128205 0.39967756 0.45962101 0.35167968 0.45410617] [ 0.4994559 0.60013081 0.46364096 0.67261285 0.43879176] [ 0.53425955 0.4454347 0.46884828 0.61502234 0.36844788] [ 0.65108349 0.58571658 0.39420497 0.4501514 0.38582654] [ 0.35241794 0.4580294 0.54070527 0.75079249 0.59637127] [ 0.45593705 0.54709614 0.37697136 0.56420732 0.39978614] [ 0.51683635 0.4780041 0.51146346 0.39694479 0.43791354] [ 0.46647707 0.45870378 0.59731517 0.52143663 0.53921537] [ 0.68076033 0.49789125 0.47379636 0.46387733 0.38354027] [ 0.3823172 0.48657069 0.52505991 0.5244279 0.50641038] [ 0.55121256 0.49057747 0.44916412 0.4779272 0.41724915] [ 0.64637881 0.47893048 0.44944283 0.41110207 0.44902008] [ 0.37660446 0.48341924 0.48834135 0.80191941 0.34160682] [ 0.50771322 0.38628662 0.61455915 0.5780738 0.33299892] [ 0.35296073 0.43228813 0.62016009 0.74722102 0.44414199] [ 0.35022078 0.33567202 0.50764464 0.63439797 0.40605382] [ 0.33857826 0.57398873 0.48228618 0.80395497 0.47265962] [ 0.49943384 0.51019793 0.63090664 0.39684371 0.37628701] [ 0.61510789 0.42738971 0.49041726 0.58749488 0.57270259] [ 0.63653982 0.45757681 0.44033737 0.14417655 0.35741328] [ 0.59937703 0.59597754 0.29404334 0.58074954 0.38120997] [ 0.38616523 0.49866179 0.37317034 0.78662774 0.5200551 ] [ 0.4073429 0.51361152 0.41915672 0.60410026 0.33959471] [ 0.46027444 0.62773288 0.56212693 0.70723463 0.45924977] [ 0.47661209 0.56419669 0.42537099 0.55990639 0.39400892] [ 0.30805436 0.54052623 0.39617536 0.61702076 0.42671533] [ 0.53607655 0.52950432 0.54168384 0.39128426 0.47803778] [ 0.45585437 0.35119697 0.59392421 0.66538602 0.4403119 ] [ 0.49163809 0.50709247 0.41251855 0.36432606 0.38331656] [ 0.45233033 0.41354536 0.44735785 0.72228899 0.32234685] [ 0.4548117 0.54133392 0.31434775 0.62207234 0.39454926] [ 0.59464981 0.50526344 0.44283015 0.4030463 0.38014419] [ 0.68622279 0.51257957 0.35859102 0.35706109 0.33142962] [ 0.45503924 0.51871225 0.39956453 0.59963491 0.38887494] [ 0.60182027 0.50550576 0.5118037 0.44829109 0.40937706] [ 0.57323381 0.50380087 0.48118364 0.62479097 0.36922689] Progress: 5.8% ... Training loss: 0.830 ... Validation loss: 1.335[ 0.61040999 0.50630897 0.49267501 0.55359666 0.49223234] [ 0.59962561 0.49146453 0.51947851 0.4387992 0.42314365] [ 0.34203562 0.4139217 0.43998752 0.8712382 0.41973204] [ 0.61933906 0.41329086 0.48065975 0.39860532 0.44294428] [ 0.38230441 0.46445602 0.62097546 0.67503028 0.50797686] [ 0.43725373 0.51824098 0.36498109 0.61261926 0.43086885] [ 0.63631907 0.28212755 0.53930812 0.42529159 0.45466509] [ 0.65586301 0.53798863 0.49119696 0.33556226 0.38718842] [ 0.72505837 0.48418182 0.57793199 0.29636809 0.43782942] [ 0.68855226 0.35767222 0.6516439 0.22559936 0.45171018] [ 0.30670224 0.2212055 0.59623736 0.76226666 0.5269407 ] [ 0.4444113 0.37084014 0.57630954 0.68622292 0.4598059 ] [ 0.58094963 0.64443622 0.39069055 0.69618169 0.40767191] [ 0.30558019 0.35144505 0.43450502 0.78963301 0.4504867 ] [ 0.55926977 0.4224595 0.56278533 0.29383429 0.5058306 ] [ 0.78660672 0.43409023 0.48767094 0.21960793 0.3795522 ] [ 0.71740914 0.46370541 0.47713479 0.33335277 0.32411029] [ 0.49780941 0.46149772 0.64221962 0.57608819 0.29693228] [ 0.44268335 0.3678578 0.4591511 0.64986548 0.59272884] [ 0.29335285 0.31560679 0.53759392 0.89054224 0.60019938] [ 0.52015958 0.36867418 0.51866112 0.32728215 0.59492064] [ 0.46807255 0.53364545 0.64015393 0.61438519 0.43177717] [ 0.34448793 0.42044877 0.65261755 0.58268161 0.5590059 ] [ 0.55571025 0.44295817 0.52661892 0.34547773 0.64244226] [ 0.37063123 0.53383288 0.47190351 0.76473564 0.51630513] [ 0.49433219 0.51202503 0.59530284 0.5796128 0.38106714] [ 0.52112546 0.49008519 0.48669155 0.71105665 0.45798785] [ 0.62414004 0.46788966 0.39347092 0.30285584 0.3924742 ] [ 0.63839865 0.56724781 0.4421837 0.37041 0.3666479 ] [ 0.35662925 0.46068262 0.40170725 0.85014944 0.39519768] [ 0.53653031 0.48729538 0.4609467 0.60577751 0.53267897] [ 0.44403777 0.39720188 0.55747531 0.69105967 0.43676766] [ 0.43465499 0.47242964 0.57547545 0.7522315 0.35608242] [ 0.2455943 0.48248076 0.54238995 0.86346845 0.52355547] [ 0.55678446 0.48934772 0.51504126 0.57369386 0.3687584 ] [ 0.62591951 0.32956885 0.58720336 0.34782771 0.60478264] [ 0.32479415 0.46155361 0.46812051 0.74094356 0.38066305] [ 0.60662114 0.64247005 0.55124576 0.478643 0.47579159] [ 0.36443781 0.45534019 0.59195139 0.75118691 0.37340568] [ 0.40358664 0.55218202 0.38255756 0.58838234 0.39671506] [ 0.60151431 0.5049621 0.55654125 0.51174244 0.56024636] [ 0.64869566 0.27305918 0.49318171 0.28721039 0.47205774] [ 0.58596024 0.41818542 0.51305921 0.41364976 0.29028726] [ 0.75150848 0.36004117 0.57603558 0.16844528 0.44612785] [ 0.56264097 0.41227208 0.54452209 0.32801087 0.52935384] [ 0.40160245 0.56375057 0.48531934 0.76879282 0.51778703] [ 0.49412928 0.42834559 0.52351529 0.65222803 0.364438 ] [ 0.61927906 0.51235677 0.4483222 0.45853055 0.46595515] [ 0.7015053 0.50083093 0.48729828 0.38770518 0.37481651] [ 0.44528349 0.54518198 0.5221091 0.69920601 0.31108349] [ 0.72256077 0.43373155 0.56490733 0.34410964 0.37913513] [ 0.53787888 0.44538859 0.58060752 0.68616795 0.31619468] [ 0.57308794 0.68828038 0.5179474 0.68487193 0.54765546] [ 0.49736274 0.40036629 0.41016317 0.81412939 0.32518662] [ 0.25516374 0.52898646 0.54578944 0.8699098 0.56079679] [ 0.67354197 0.50413817 0.45351741 0.57378024 0.3262202 ] [ 0.57373968 0.50259721 0.40744153 0.74496386 0.50544314] [ 0.5735151 0.56076226 0.30491927 0.63948719 0.31377794] [ 0.4268911 0.50982753 0.52128527 0.69713056 0.46909845] [ 0.65514061 0.52200491 0.54048165 0.27820779 0.48051227] [ 0.35787047 0.39277415 0.59749006 0.67703242 0.51164359] [ 0.45755653 0.41143561 0.54825815 0.64788743 0.41713154] [ 0.65539171 0.47407305 0.4959583 0.53270962 0.46775098] [ 0.62914759 0.43962377 0.37521227 0.32842158 0.35436061] [ 0.49696857 0.50470807 0.52907002 0.45419208 0.57092867] [ 0.67364676 0.45046065 0.63636953 0.27863694 0.45164737] [ 0.62139079 0.45166964 0.59515685 0.34574113 0.42966557] [ 0.31193665 0.40533788 0.57143002 0.74878937 0.34234229] [ 0.54949964 0.4321259 0.48091778 0.43174672 0.46814556] [ 0.3294674 0.40846352 0.61779737 0.82540425 0.54403937] [ 0.53345389 0.36076071 0.44522433 0.74107128 0.32629499] [ 0.46183868 0.51895157 0.55470064 0.63552674 0.46509671] [ 0.37053037 0.51655549 0.46152784 0.83348369 0.40785494] [ 0.44970541 0.38076227 0.46206605 0.71166457 0.3180461 ] [ 0.37168167 0.51573778 0.52657129 0.63465939 0.51890822] [ 0.22235313 0.38538623 0.63638384 0.76516598 0.42994738] [ 0.42490072 0.50611437 0.53880366 0.53033495 0.4531503 ] [ 0.7313874 0.60295049 0.54316562 0.42825058 0.41892372] [ 0.56161412 0.4375551 0.5060466 0.45662987 0.52086238] [ 0.31092165 0.47275503 0.5196446 0.80067394 0.45753523] [ 0.39950444 0.45799198 0.62228493 0.76105753 0.33650465] [ 0.6323318 0.3760347 0.45190302 0.36745747 0.38257577] [ 0.42106495 0.51018715 0.5890886 0.67595027 0.47957974] [ 0.43485426 0.37818627 0.51525716 0.62031811 0.42557616] [ 0.63908436 0.48041044 0.56460586 0.38520923 0.44080086] [ 0.27609118 0.43890115 0.51757437 0.85985567 0.41220702] [ 0.64552346 0.40903415 0.47743801 0.39031776 0.56174299] [ 0.46303656 0.46809366 0.42400773 0.68554608 0.46230357] [ 0.3631336 0.464698 0.40065995 0.77863892 0.53314692] [ 0.35751163 0.48778486 0.48226151 0.78023974 0.41445722] [ 0.31129922 0.43351648 0.55060104 0.75922996 0.48132329] [ 0.50737173 0.43796023 0.4873369 0.67011611 0.32994654] [ 0.4720901 0.4794616 0.31038777 0.63375285 0.40831368] [ 0.75090669 0.54162842 0.47127845 0.32517557 0.39463473] [ 0.4642177 0.46263268 0.53758543 0.49063079 0.5010135 ] [ 0.31065325 0.51121306 0.64119491 0.76315476 0.65612117] [ 0.51125521 0.58938881 0.38813596 0.76558899 0.46633426] [ 0.4350979 0.48070831 0.38340215 0.64387421 0.56207407] [ 0.68636987 0.50105269 0.51613703 0.47163389 0.35705878] [ 0.58737138 0.45912429 0.50287477 0.59953476 0.42452665] [ 0.55088176 0.49282329 0.4858142 0.5643385 0.48117957] [ 0.76754244 0.39712152 0.48156979 0.37444407 0.42939716] [ 0.5192856 0.46877407 0.57434604 0.307139 0.54312731] [ 0.54148833 0.54553748 0.42494178 0.64432707 0.3245012 ] [ 0.32252646 0.39863913 0.37301042 0.75521169 0.40374327] [ 0.39346305 0.46986328 0.54272839 0.77908327 0.36881957] [ 0.55470594 0.48688963 0.54768008 0.41981442 0.47483039] [ 0.41887377 0.46002702 0.60880851 0.69626095 0.43681894] [ 0.341961 0.39651387 0.68215463 0.73741716 0.48384074] [ 0.56680124 0.53886784 0.50684051 0.56216378 0.53411818] [ 0.46396734 0.51476039 0.41979676 0.76002579 0.44074439] [ 0.53434862 0.44613379 0.48911216 0.38371508 0.46683894] [ 0.4650429 0.53752226 0.5631922 0.8169694 0.44834174] [ 0.58988334 0.37928088 0.42158063 0.45955408 0.32991073] [ 0.64869181 0.59507336 0.43481952 0.62131948 0.54409818] [ 0.51092544 0.35147204 0.59789095 0.61824623 0.46876242] [ 0.64232857 0.5344383 0.3598765 0.60693331 0.4443147 ] [ 0.33900842 0.32686242 0.40649132 0.74044831 0.37749554] [ 0.53985752 0.54501854 0.48812028 0.36221915 0.44129893] [ 0.20099014 0.42643953 0.4730391 0.85332311 0.47942366] [ 0.39255598 0.52040536 0.33129486 0.70698274 0.51637583] [ 0.53066588 0.51650591 0.67132445 0.41795196 0.42780082] [ 0.69930345 0.33290393 0.33438445 0.33667256 0.3867904 ] [ 0.56956837 0.40490009 0.5844885 0.38323584 0.43996774] [ 0.70953484 0.38948133 0.43278146 0.27266083 0.33863287] [ 0.47878763 0.39614139 0.69094992 0.62471752 0.47686019] [ 0.46849408 0.55944081 0.47403143 0.7184957 0.4498217 ] [ 0.67457687 0.53789551 0.55046552 0.32610429 0.53093649] Progress: 5.8% ... Training loss: 0.828 ... Validation loss: 1.331[ 0.69448104 0.52453762 0.48719459 0.30411658 0.43081334] [ 0.57267984 0.56111793 0.30486308 0.63956476 0.31389212] [ 0.32094304 0.44124245 0.48156568 0.78419106 0.39331921] [ 0.58367646 0.57264075 0.36564142 0.64387676 0.45426595] [ 0.30999543 0.48066369 0.62092329 0.76664227 0.38805322] [ 0.66097263 0.52283354 0.48659091 0.33501236 0.37551266] [ 0.56691306 0.4806749 0.5735514 0.50218535 0.432135 ] [ 0.50247198 0.3662266 0.56433132 0.40192067 0.47620431] [ 0.5994097 0.65001031 0.36989514 0.64600299 0.45559782] [ 0.5110456 0.38915867 0.59082599 0.52299578 0.41679559] [ 0.36807072 0.42720499 0.38900756 0.83807953 0.48104994] [ 0.72431453 0.51361702 0.46629038 0.16551775 0.38305544] [ 0.67545291 0.37019222 0.57444145 0.19952274 0.37704453] [ 0.69260877 0.34126184 0.4026265 0.43890939 0.40139216] [ 0.58874639 0.58225823 0.37954239 0.51252974 0.45785671] [ 0.65114218 0.54664997 0.52466962 0.53621951 0.44092663] [ 0.69636627 0.45030556 0.44204079 0.32560042 0.44552352] [ 0.56904234 0.51088394 0.55156269 0.29517171 0.45917609] [ 0.37691406 0.44584591 0.48766604 0.86699662 0.47220321] [ 0.44824899 0.29388539 0.57893627 0.58237348 0.37812194] [ 0.72897975 0.47352335 0.67564677 0.29811139 0.46656859] [ 0.6022288 0.51311661 0.37123488 0.44969583 0.33880368] [ 0.49265872 0.48092563 0.62893778 0.3537818 0.39502458] [ 0.62017679 0.42718378 0.51910664 0.4909921 0.48325339] [ 0.31687865 0.47440147 0.5452364 0.82267466 0.50227158] [ 0.64327473 0.42359957 0.55422322 0.31527223 0.49931654] [ 0.64341806 0.61787627 0.28410819 0.60836999 0.34938324] [ 0.49304326 0.51405145 0.53318917 0.64077347 0.38517762] [ 0.64825325 0.48240747 0.43345267 0.44805869 0.3967389 ] [ 0.68800562 0.51941023 0.54713639 0.41758296 0.47170858] [ 0.41194663 0.41995891 0.62361632 0.70961125 0.47764705] [ 0.47257642 0.41829114 0.44633591 0.63122924 0.33007723] [ 0.59684853 0.51155954 0.26272799 0.6205468 0.37203556] [ 0.45934834 0.5780473 0.52800923 0.61714518 0.59751525] [ 0.42943331 0.41850773 0.6092544 0.70561524 0.3950762 ] [ 0.63157277 0.46836692 0.44990891 0.44877546 0.46137848] [ 0.39490017 0.5927945 0.40659157 0.65653661 0.37885218] [ 0.74549701 0.46121196 0.38344612 0.46870876 0.37172794] [ 0.68652951 0.40326465 0.57001312 0.2679468 0.51445028] [ 0.47247497 0.58971871 0.36893315 0.69340829 0.51884531] [ 0.27368044 0.38850406 0.54818996 0.76194026 0.41590655] [ 0.69258532 0.50580946 0.55685015 0.32299132 0.42772126] [ 0.33306057 0.40890797 0.45149402 0.66818317 0.34891386] [ 0.42065167 0.40628009 0.49958486 0.71445061 0.421625 ] [ 0.59656709 0.54623558 0.29704946 0.57738826 0.31715639] [ 0.40277729 0.45287142 0.50470912 0.66881278 0.3844714 ] [ 0.75732644 0.44084245 0.68081337 0.18966952 0.38532921] [ 0.26412102 0.49093608 0.33978411 0.89866567 0.40369654] [ 0.51752533 0.46122326 0.60446611 0.6229708 0.34643665] [ 0.51917787 0.41662725 0.49076273 0.68116671 0.6093949 ] [ 0.59827355 0.38508181 0.50668093 0.39974948 0.4232782 ] [ 0.67556329 0.51195754 0.52317153 0.23172704 0.49252433] [ 0.48187577 0.48631348 0.55215299 0.51048631 0.57952725] [ 0.61676037 0.56736625 0.49747611 0.55907065 0.43899585] [ 0.5689597 0.50637911 0.69035572 0.53223921 0.34573182] [ 0.44145814 0.6071802 0.45183471 0.74340901 0.54853714] [ 0.73418482 0.48779621 0.39141268 0.20053365 0.28672429] [ 0.55246993 0.58168138 0.36518735 0.5708379 0.47202666] [ 0.35436239 0.49492194 0.50732755 0.75634036 0.45270787] [ 0.29891283 0.40820234 0.45244719 0.56518641 0.51606979] [ 0.39505101 0.47425151 0.57476598 0.5657915 0.42829604] [ 0.62138351 0.4126151 0.51503288 0.39532024 0.47114859] [ 0.47311539 0.48260463 0.55026038 0.58810481 0.43878479] [ 0.41466598 0.50129609 0.43470702 0.71871827 0.51222196] [ 0.74856931 0.49391381 0.62507774 0.21911107 0.43808392] [ 0.50569016 0.39680433 0.36355885 0.73433582 0.52901726] [ 0.61436426 0.48648993 0.4399112 0.49699985 0.56341278] [ 0.58237298 0.57788639 0.37335934 0.56539336 0.37981758] [ 0.6202412 0.43578887 0.48163242 0.37365296 0.35049522] [ 0.56342252 0.43537562 0.52947026 0.60569058 0.40388319] [ 0.40199548 0.46848112 0.51844466 0.76555591 0.42018641] [ 0.57897642 0.58440597 0.53534792 0.40552231 0.52506504] [ 0.67584217 0.51481202 0.52133102 0.41453958 0.46229641] [ 0.32407131 0.30401042 0.54570379 0.53195715 0.60063199] [ 0.60555328 0.4438137 0.42518842 0.51445509 0.49374557] [ 0.46795453 0.40830042 0.54101555 0.6090534 0.35439418] [ 0.53810866 0.54002237 0.51402539 0.4670852 0.44177171] [ 0.587743 0.66213961 0.55624639 0.56614069 0.46393449] [ 0.4661348 0.35097827 0.49860246 0.69864346 0.38466714] [ 0.59895392 0.40264162 0.43430038 0.73050405 0.2753636 ] [ 0.6202412 0.43578887 0.48163242 0.37365296 0.35049522] [ 0.68077721 0.53169242 0.54539052 0.41483254 0.43647601] [ 0.46760585 0.60399153 0.51215794 0.5633851 0.48966077] [ 0.27665256 0.4153903 0.49736232 0.70214476 0.50448212] [ 0.46795453 0.40830042 0.54101555 0.6090534 0.35439418] [ 0.72017585 0.50039948 0.48923626 0.4501484 0.44774943] [ 0.69362726 0.5616096 0.55524178 0.38613468 0.40071772] [ 0.45755975 0.49689953 0.51208037 0.56022895 0.4061212 ] [ 0.6834162 0.47979976 0.54400858 0.23952852 0.56297663] [ 0.52984391 0.40989391 0.48642976 0.42646442 0.50991366] [ 0.50411067 0.36443887 0.61832925 0.5086452 0.38820862] [ 0.59354641 0.54397634 0.45225706 0.42193647 0.55358022] [ 0.3566639 0.44394394 0.52317425 0.71168475 0.57054622] [ 0.57929889 0.42220974 0.64861255 0.45464502 0.46931147] [ 0.58577245 0.42262509 0.39695225 0.39720424 0.32443613] [ 0.43501461 0.5254124 0.51548734 0.43118284 0.5174085 ] [ 0.34329159 0.52219914 0.55591002 0.77050891 0.58055816] [ 0.62698746 0.51614214 0.5147397 0.46810409 0.42783152] [ 0.40715043 0.42750938 0.55742942 0.64931662 0.42302944] [ 0.57246021 0.41013942 0.42924478 0.49991062 0.51242707] [ 0.66861057 0.47416363 0.5603805 0.42461947 0.34178413] [ 0.76002875 0.60864942 0.44441295 0.51327078 0.38400751] [ 0.45807769 0.5849832 0.32580336 0.55529351 0.34121908] [ 0.47920337 0.39872954 0.38361108 0.64156333 0.54909549] [ 0.76856559 0.41528297 0.40002268 0.24074235 0.30526113] [ 0.55540657 0.46253269 0.40860793 0.4856511 0.62448657] [ 0.39665946 0.46342177 0.42750313 0.74709399 0.35851909] [ 0.60652145 0.4512692 0.59510399 0.41728384 0.49287903] [ 0.30439091 0.44872812 0.48994032 0.85234933 0.50118986] [ 0.42393767 0.4773794 0.43395321 0.62397614 0.43198211] [ 0.59171681 0.54167556 0.51748087 0.35615022 0.5698507 ] [ 0.47179671 0.52291402 0.44345072 0.70462172 0.32869948] [ 0.47305768 0.51902378 0.40194983 0.51452851 0.48654873] [ 0.30342494 0.39918684 0.56587014 0.66571333 0.47687318] [ 0.41803492 0.49721691 0.45711168 0.81286837 0.61087309] [ 0.52323444 0.55105156 0.41714886 0.65119906 0.43504205] [ 0.52322179 0.54433369 0.52455791 0.45597549 0.59552802] [ 0.54764771 0.55891919 0.57774494 0.41961695 0.42583448] [ 0.69544472 0.59535348 0.48275616 0.38706137 0.44402177] [ 0.27339451 0.50063889 0.45253367 0.83540934 0.48366978] [ 0.46390039 0.44381967 0.49401386 0.51268264 0.39489807] [ 0.4982943 0.56642585 0.39835187 0.6233844 0.4286324 ] [ 0.66168959 0.34784711 0.57792992 0.2152219 0.50633635] [ 0.5049713 0.49856546 0.42619478 0.64514242 0.44039024] [ 0.74275012 0.35234746 0.3576121 0.31347796 0.30306813] [ 0.64179102 0.54114105 0.5780454 0.37647782 0.4205306 ] [ 0.30880973 0.43475751 0.55034776 0.76013003 0.48178702] [ 0.46249726 0.55277029 0.50427296 0.62061332 0.56210201] Progress: 5.9% ... Training loss: 0.827 ... Validation loss: 1.331[ 0.40347855 0.34817113 0.5584235 0.71368281 0.45024614] [ 0.49831188 0.44213856 0.63015786 0.5650569 0.41916649] [ 0.42663436 0.38622894 0.46572344 0.80783771 0.36841934] [ 0.71084416 0.42943925 0.57162186 0.22280668 0.36788227] [ 0.47605052 0.45170578 0.55284613 0.73555788 0.56125466] [ 0.28769825 0.31823333 0.53700707 0.89163035 0.60125392] [ 0.73891161 0.41902499 0.53183867 0.26146588 0.31785298] [ 0.74878386 0.574759 0.59336053 0.30363753 0.42086965] [ 0.70951551 0.36173716 0.37301716 0.41239525 0.3654112 ] [ 0.7979981 0.49671292 0.44857209 0.21173096 0.26494943] [ 0.38381488 0.39486144 0.60915459 0.72628335 0.59209695] [ 0.62677977 0.59655759 0.56246366 0.54980198 0.41802456] [ 0.44547794 0.54197893 0.49510959 0.58031109 0.53063102] [ 0.49560859 0.48711858 0.50802525 0.48934907 0.50190092] [ 0.65307295 0.47742621 0.42902652 0.51708293 0.47198456] [ 0.27758163 0.55650197 0.48522304 0.85579419 0.57651135] [ 0.6685778 0.45579861 0.58171547 0.33713903 0.45088632] [ 0.56858971 0.52350646 0.50361456 0.47187193 0.33678088] [ 0.58792776 0.66206808 0.55626419 0.56600659 0.46390547] [ 0.68223353 0.53095747 0.54553013 0.41402701 0.43621901] [ 0.46683916 0.66195894 0.31837976 0.68747327 0.430737 ] [ 0.46268504 0.57756541 0.3280211 0.61245806 0.45019522] [ 0.36604215 0.38476728 0.64569386 0.74400637 0.47954184] [ 0.50930628 0.56354656 0.44976401 0.6727824 0.34361509] [ 0.55933037 0.5797751 0.50696125 0.73025673 0.56851496] [ 0.38398788 0.55538822 0.63338134 0.5877893 0.50131851] [ 0.73013788 0.53797338 0.49940117 0.46770475 0.34974771] [ 0.68997677 0.55523867 0.53506388 0.42631505 0.32447211] [ 0.65698701 0.51073579 0.50842379 0.36280326 0.40767926] [ 0.64204452 0.53954954 0.35012086 0.39616573 0.34391221] [ 0.59530882 0.41549246 0.6531957 0.35603677 0.37707724] [ 0.35292839 0.54988782 0.59559265 0.72651869 0.55800355] [ 0.5535229 0.43915355 0.4605079 0.4203709 0.39083964] [ 0.47761789 0.35100437 0.49286941 0.3617475 0.42449027] [ 0.53237614 0.49716481 0.43351492 0.62608212 0.48218803] [ 0.47489489 0.53020123 0.67125963 0.42156571 0.4964106 ] [ 0.47710202 0.51078662 0.60297845 0.70401736 0.35668048] [ 0.60660652 0.40659263 0.57806098 0.34779522 0.42046719] [ 0.61382721 0.42717944 0.6507765 0.35513295 0.51125582] [ 0.58958334 0.55651664 0.49116721 0.60054461 0.43518478] [ 0.71477167 0.52292951 0.44589747 0.38585957 0.42196393] [ 0.61452723 0.48293728 0.61193781 0.40254784 0.45636703] [ 0.54798464 0.47490563 0.56453013 0.54970201 0.35549004] [ 0.4644236 0.34930073 0.41498796 0.54709692 0.48807654] [ 0.6456246 0.33382056 0.60391019 0.33875241 0.42096473] [ 0.36723448 0.42652219 0.6330765 0.68173672 0.52020641] [ 0.58192783 0.56929206 0.38200201 0.35564569 0.39287459] [ 0.45323684 0.54826103 0.37676038 0.56512948 0.40019125] [ 0.52562744 0.57144898 0.43271561 0.52804115 0.59194371] [ 0.5985233 0.49905927 0.49399292 0.43709542 0.3487629 ] [ 0.41540897 0.61839208 0.25693982 0.85558813 0.42328466] [ 0.6549548 0.41533923 0.42355714 0.29158134 0.40377843] [ 0.48667368 0.33975338 0.56708227 0.38832713 0.61425467] [ 0.40313178 0.40348063 0.47540032 0.71085699 0.64747541] [ 0.62924099 0.51561697 0.38839362 0.26417737 0.37979307] [ 0.64297202 0.46477261 0.4319768 0.49340421 0.44961244] [ 0.65069169 0.53820507 0.53282369 0.50163615 0.4894619 ] [ 0.63776684 0.44750018 0.42008873 0.51103062 0.55423035] [ 0.50971699 0.4856772 0.48383738 0.64457662 0.4188802 ] [ 0.67194827 0.51507583 0.42576464 0.60400071 0.29641975] [ 0.27066571 0.49874376 0.41714053 0.84738625 0.38604406] [ 0.70009268 0.71179358 0.40605966 0.68916226 0.32321788] [ 0.57142628 0.48926438 0.38621926 0.47657829 0.36683859] [ 0.66955272 0.46713555 0.45515105 0.5261512 0.33653837] [ 0.60333487 0.47835069 0.49726641 0.56706172 0.30966925] [ 0.57687908 0.40903321 0.52986156 0.52104993 0.43457726] [ 0.50988946 0.41381295 0.59466918 0.65944394 0.45989615] [ 0.24965966 0.45911712 0.48721444 0.77612889 0.44954551] [ 0.48606667 0.50146049 0.47185794 0.4602486 0.56167288] [ 0.55198165 0.42785917 0.5276945 0.50525394 0.39419103] [ 0.67598108 0.45677187 0.61814512 0.30092855 0.50233556] [ 0.29195907 0.45570397 0.45731162 0.80164192 0.4143868 ] [ 0.60801222 0.63407498 0.48112629 0.54020403 0.35997395] [ 0.45470909 0.54380824 0.33050067 0.64765271 0.37193622] [ 0.65555511 0.36512202 0.40253052 0.33045673 0.34081187] [ 0.62375323 0.39776728 0.38187001 0.40633504 0.49369351] [ 0.53924564 0.54075424 0.37643521 0.60607274 0.4144152 ] [ 0.48262413 0.48096606 0.481118 0.46794516 0.42953521] [ 0.49264786 0.42432092 0.42076342 0.54877552 0.48480207] [ 0.61740564 0.45255305 0.55417148 0.32989694 0.53789038] [ 0.46733482 0.59431119 0.45874883 0.67325219 0.47156235] [ 0.68034426 0.27744522 0.3813659 0.23558214 0.40300808] [ 0.40843627 0.3456571 0.58454907 0.59942258 0.44351685] [ 0.56770392 0.50590116 0.59529883 0.71157221 0.38345253] [ 0.35292839 0.54988782 0.59559265 0.72651869 0.55800355] [ 0.23899389 0.36039736 0.63077925 0.86365933 0.63424268] [ 0.39418065 0.57977864 0.38550214 0.72641863 0.56065938] [ 0.50286985 0.53117487 0.60671328 0.51185769 0.493626 ] [ 0.24979367 0.39313351 0.63300588 0.70231852 0.61736886] [ 0.43364207 0.55053661 0.27474699 0.65137424 0.42323011] [ 0.58415203 0.5833373 0.53029719 0.63271285 0.41688231] [ 0.62153874 0.53687921 0.53194325 0.60679715 0.31951157] [ 0.55836792 0.27726301 0.57058625 0.4383125 0.45077769] [ 0.56956064 0.55798867 0.42755192 0.71355766 0.50412562] [ 0.61646723 0.36348146 0.5560833 0.53579235 0.32875307] [ 0.7178648 0.37979127 0.65838292 0.1923296 0.45297868] [ 0.61980995 0.48419706 0.50220271 0.42170873 0.32167333] [ 0.56110622 0.59832453 0.38015698 0.5814268 0.44288414] [ 0.28400916 0.45008176 0.52744517 0.72907974 0.38432179] [ 0.52067272 0.41210631 0.49832126 0.70384055 0.32794343] [ 0.37677182 0.39175459 0.48475453 0.87954763 0.40162218] [ 0.24831976 0.40535686 0.55737322 0.74167363 0.55677795] [ 0.57206069 0.44057789 0.476287 0.46834703 0.42392689] [ 0.48296999 0.54807013 0.3661513 0.48909578 0.4521281 ] [ 0.39533691 0.45882542 0.55778357 0.8006633 0.4080726 ] [ 0.6810205 0.5454751 0.32311089 0.54387475 0.35686116] [ 0.64836827 0.47895076 0.40281641 0.55603554 0.3361989 ] [ 0.68771866 0.50980505 0.53385987 0.44708149 0.30000095] [ 0.30280618 0.52906479 0.43827152 0.59776103 0.48146327] [ 0.44270291 0.59332019 0.38726616 0.82344756 0.46960977] [ 0.25622215 0.36775434 0.40465863 0.8585405 0.57045886] [ 0.60127842 0.40925116 0.54419565 0.26313949 0.56098036] [ 0.58230602 0.53442644 0.68132678 0.43072946 0.40768707] [ 0.58533051 0.65217733 0.36599061 0.68449956 0.45064785] [ 0.28113356 0.54733737 0.50186606 0.81304435 0.60145824] [ 0.617293 0.46031439 0.34762696 0.50257236 0.50677601] [ 0.31044011 0.33686255 0.40791077 0.86535634 0.41561399] [ 0.40643547 0.49928953 0.42513262 0.60822478 0.56056961] [ 0.67058614 0.45060532 0.45946953 0.44586708 0.38127502] [ 0.50201012 0.46858007 0.50778562 0.52419475 0.44927353] [ 0.57238927 0.49471358 0.48022261 0.5313544 0.44874414] [ 0.53139312 0.45059241 0.59853638 0.36995271 0.43843107] [ 0.33505772 0.5059887 0.41334404 0.7092466 0.46571397] [ 0.18811279 0.53225489 0.41073539 0.88235622 0.47975557] [ 0.55029762 0.46666042 0.37337192 0.52223452 0.34140017] [ 0.37848107 0.45688777 0.44949776 0.78657691 0.31771365] [ 0.50894777 0.57418542 0.42634048 0.73773319 0.48599995] [ 0.68936073 0.4302048 0.46343352 0.31175563 0.5009888 ] Progress: 6.0% ... Training loss: 0.826 ... Validation loss: 1.328[ 0.50775727 0.39460612 0.63803622 0.64332187 0.37327453] [ 0.64229745 0.49896073 0.61119879 0.40477602 0.46138401] [ 0.66299895 0.44116709 0.59788979 0.32606547 0.45115294] [ 0.48173517 0.50189552 0.46211389 0.58080553 0.35234407] [ 0.6561073 0.61657205 0.51891733 0.49804563 0.4284393 ] [ 0.48146514 0.45585609 0.56780827 0.59463198 0.42772172] [ 0.58865938 0.53935097 0.40895657 0.41795601 0.42070111] [ 0.62207093 0.47108341 0.58139041 0.2954737 0.44794298] [ 0.56041052 0.51847363 0.33197381 0.66424717 0.3265095 ] [ 0.73356898 0.45765251 0.55861749 0.30096099 0.46668788] [ 0.35319987 0.42351317 0.63750349 0.66734296 0.55335339] [ 0.51746016 0.58812729 0.34722016 0.65840402 0.48019251] [ 0.46207332 0.487706 0.39745083 0.47278152 0.48630237] [ 0.38725745 0.6015731 0.32328753 0.84679067 0.54572413] [ 0.34884048 0.46781562 0.62488527 0.74230484 0.57608062] [ 0.57160359 0.5540064 0.47173309 0.55488535 0.43953922] [ 0.42258541 0.56441739 0.34312859 0.66392813 0.4925605 ] [ 0.71757813 0.43621821 0.48634936 0.36736031 0.45339168] [ 0.56096125 0.55476403 0.58308818 0.50614695 0.44926651] [ 0.75889077 0.58176127 0.45356484 0.20698925 0.38315656] [ 0.35968229 0.42320744 0.40435411 0.73025851 0.41539314] [ 0.5447085 0.52154029 0.52558172 0.51181456 0.53900624] [ 0.51027761 0.59650721 0.42090812 0.52433231 0.41649932] [ 0.5618201 0.37575282 0.51420953 0.42728563 0.40376323] [ 0.6853323 0.41579327 0.49978697 0.3298823 0.41529132] [ 0.40679321 0.51386502 0.44064698 0.76392943 0.30170564] [ 0.27266379 0.44726588 0.60891538 0.66543804 0.59202868] [ 0.40728249 0.59041207 0.52760526 0.79081543 0.42699425] [ 0.54179064 0.38335795 0.54476998 0.58998098 0.40569033] [ 0.69950792 0.38989211 0.42824063 0.41076204 0.40336819] [ 0.65233735 0.52048131 0.4163515 0.34769077 0.38611406] [ 0.49033986 0.41844429 0.4665372 0.65730293 0.27281708] [ 0.51418378 0.46685864 0.53465618 0.47937369 0.59803882] [ 0.67345725 0.5472194 0.5720703 0.57116078 0.4145292 ] [ 0.59610879 0.59162088 0.38116895 0.741704 0.40546558] [ 0.50912666 0.29943974 0.43100362 0.62559787 0.33796402] [ 0.57651081 0.49445779 0.48172581 0.54678322 0.42445101] [ 0.70803289 0.61265636 0.41065162 0.34688925 0.37655825] [ 0.59442574 0.54255673 0.39405595 0.49336201 0.40898312] [ 0.75109513 0.28972141 0.53196268 0.28680513 0.39514756] [ 0.58875441 0.35921457 0.64534454 0.46543865 0.47194311] [ 0.65785946 0.42958522 0.58442844 0.50070555 0.47714012] [ 0.33938809 0.58668139 0.44538266 0.81227567 0.47234749] [ 0.51347525 0.42695894 0.55235701 0.61762657 0.46223301] [ 0.42039909 0.51806956 0.46709598 0.67271976 0.39329148] [ 0.56971338 0.44902293 0.43644679 0.47686082 0.38920382] [ 0.3639285 0.4487233 0.52796904 0.68727599 0.41270469] [ 0.53078134 0.46472289 0.5299561 0.67033037 0.5832962 ] [ 0.30926302 0.4769522 0.47198007 0.73702503 0.48312104] [ 0.65393118 0.63447078 0.35989874 0.74950334 0.38377224] [ 0.55890337 0.45630191 0.53732463 0.39264435 0.38341521] [ 0.72344913 0.43762997 0.53941282 0.22318887 0.43052614] [ 0.32061123 0.3743243 0.55429182 0.69748512 0.36938989] [ 0.57089466 0.50632616 0.32458425 0.72415547 0.48230515] [ 0.56876881 0.5259448 0.60877919 0.50416701 0.47477246] [ 0.57871521 0.60618882 0.3553058 0.83206834 0.47008461] [ 0.27355448 0.46972746 0.52739757 0.85129912 0.54463232] [ 0.65594587 0.40999164 0.50600958 0.28445074 0.43093705] [ 0.52188276 0.38207249 0.53059442 0.62873019 0.39965212] [ 0.63179891 0.44417541 0.43739712 0.27437724 0.36903176] [ 0.32886625 0.52931075 0.48501221 0.86281622 0.52029844] [ 0.76014225 0.52032694 0.481848 0.38518927 0.40527166] [ 0.44873655 0.4971915 0.39505128 0.72898629 0.28370435] [ 0.63275983 0.47838674 0.50605216 0.612035 0.3820962 ] [ 0.34926372 0.44665067 0.50084494 0.60074491 0.56769093] [ 0.35448264 0.3746021 0.55825353 0.7985663 0.43931799] [ 0.6134251 0.61036064 0.44471339 0.68392216 0.39426578] [ 0.69330098 0.41249133 0.53609586 0.23842706 0.40758518] [ 0.68047702 0.51963258 0.47711753 0.49152964 0.43174304] [ 0.73400868 0.60150546 0.54345729 0.42667518 0.41839418] [ 0.34153605 0.46020003 0.38799439 0.63663557 0.38026347] [ 0.52447627 0.41279984 0.52015779 0.62103688 0.39438196] [ 0.60587669 0.43897961 0.46441998 0.36096644 0.50603204] [ 0.28154128 0.40059365 0.49597909 0.84315069 0.53412249] [ 0.67300865 0.5745981 0.42761442 0.45691427 0.42889109] [ 0.47507166 0.42180463 0.60186296 0.81586881 0.38930538] [ 0.52310018 0.34380983 0.46179393 0.47913545 0.37273702] [ 0.41531579 0.53559942 0.52642388 0.84971039 0.45028175] [ 0.76269445 0.47304972 0.53810622 0.28257983 0.44521708] [ 0.52769833 0.5861011 0.57514611 0.64912127 0.44256395] [ 0.62184286 0.43258536 0.46796862 0.47306113 0.45417378] [ 0.55266893 0.40156873 0.48528099 0.36199834 0.45657679] [ 0.63901093 0.39842129 0.50531686 0.32314101 0.37883873] [ 0.55443462 0.54522484 0.37079839 0.74654338 0.37635824] [ 0.56954547 0.48266402 0.57257158 0.48882049 0.35024424] [ 0.54962675 0.49837879 0.37362413 0.42070639 0.36351642] [ 0.69336444 0.48397327 0.3588305 0.58935818 0.39133578] [ 0.4774089 0.48967411 0.50616817 0.57342224 0.37710922] [ 0.58839125 0.48750953 0.53105072 0.51909363 0.40951327] [ 0.58120547 0.39075455 0.48731382 0.45720659 0.45669055] [ 0.45036283 0.39990574 0.54663924 0.50064838 0.56405888] [ 0.46333607 0.63214893 0.31260189 0.63343195 0.42446939] [ 0.29835728 0.41613959 0.54583012 0.79873472 0.40397146] [ 0.44687022 0.43117784 0.53757127 0.66516 0.37844144] [ 0.58513092 0.61624802 0.41152697 0.74333312 0.46239168] [ 0.33397183 0.50806843 0.42756311 0.70766323 0.37824617] [ 0.66715038 0.44030188 0.38133054 0.50901359 0.43731207] [ 0.45721304 0.43762107 0.43299476 0.64457341 0.43398012] [ 0.63557811 0.49022028 0.49902781 0.56662373 0.46891448] [ 0.3963738 0.44394235 0.50857567 0.45176987 0.48260715] [ 0.66351852 0.46689966 0.54338293 0.39829719 0.49683492] [ 0.23128512 0.45621862 0.39960374 0.8555933 0.41311741] [ 0.26427207 0.4577198 0.54602043 0.86681184 0.47456877] [ 0.44680108 0.54007318 0.58980813 0.70881538 0.62032264] [ 0.68422758 0.41164742 0.46067859 0.39263611 0.46649432] [ 0.45779124 0.50639913 0.4695486 0.85020928 0.55382115] [ 0.33442582 0.35549411 0.61005618 0.60639919 0.48966012] [ 0.38999947 0.37075959 0.48214841 0.78628201 0.45371926] [ 0.71136826 0.49614574 0.52438864 0.32518562 0.41077704] [ 0.53024985 0.53436493 0.50300763 0.49497998 0.48645391] [ 0.28640371 0.50752568 0.48159698 0.8438033 0.57622874] [ 0.6096099 0.41053068 0.65789715 0.31213976 0.51894881] [ 0.65436558 0.59029467 0.42430382 0.66027314 0.36364265] [ 0.52436769 0.50921986 0.35171845 0.55173463 0.31804919] [ 0.37060945 0.5690201 0.3976603 0.61157926 0.3693454 ] [ 0.4801585 0.37628548 0.62616372 0.63653553 0.45974742] [ 0.27523882 0.47982865 0.41690294 0.82823779 0.46309967] [ 0.51148871 0.49151256 0.39084071 0.54929592 0.38811069] [ 0.64820156 0.48543859 0.45425055 0.35584397 0.4111843 ] [ 0.6903533 0.49998886 0.57913175 0.46270451 0.43597554] [ 0.56844999 0.41407216 0.3884251 0.51688547 0.54184019] [ 0.57429795 0.53696343 0.52692824 0.50404359 0.46750702] [ 0.41518567 0.45922628 0.4877049 0.80218392 0.35476536] [ 0.6364036 0.47229368 0.56934424 0.57519866 0.48698769] [ 0.3853757 0.44243169 0.62301417 0.67385905 0.51078889] [ 0.63869983 0.56117082 0.54980207 0.53833017 0.39397121] [ 0.38404509 0.51755122 0.45021816 0.47299205 0.5003194 ] [ 0.34547948 0.46136271 0.54005804 0.75326367 0.5975274 ] Progress: 6.0% ... Training loss: 0.824 ... Validation loss: 1.326[ 0.64228577 0.50495317 0.35046252 0.47485479 0.34766585] [ 0.5869546 0.4328607 0.55862457 0.47035878 0.45663801] [ 0.50050314 0.65798389 0.32768406 0.74921476 0.40740914] [ 0.64590841 0.61639613 0.36247454 0.4204828 0.4218985 ] [ 0.63875714 0.39901923 0.40589749 0.54377546 0.31465432] [ 0.69681917 0.44956723 0.37993255 0.36056898 0.32037768] [ 0.56809528 0.52287986 0.37656215 0.39418497 0.40025276] [ 0.6725157 0.53989769 0.4269868 0.34441983 0.43379743] [ 0.49864673 0.49523706 0.42610039 0.49090065 0.41014442] [ 0.30853939 0.3718886 0.44132352 0.80780204 0.4009334 ] [ 0.7091258 0.39951974 0.4363677 0.35002856 0.34715211] [ 0.39919489 0.46986244 0.51818052 0.76641139 0.4206699 ] [ 0.24342675 0.35471432 0.48917748 0.75069595 0.57652858] [ 0.54700302 0.50863036 0.48768737 0.36107883 0.4912117 ] [ 0.68153068 0.49393169 0.5462997 0.55445176 0.40337974] [ 0.52625297 0.41487411 0.46259728 0.3171969 0.51985439] [ 0.76168358 0.55948524 0.57056084 0.1912204 0.41620701] [ 0.65961568 0.54259966 0.5204131 0.4736751 0.51236726] [ 0.39756233 0.39647867 0.53759154 0.58902238 0.6096669 ] [ 0.3364379 0.48269022 0.53136626 0.82715642 0.44402202] [ 0.6917745 0.4086091 0.56945465 0.43120722 0.41228004] [ 0.41647207 0.57865 0.55327531 0.69092242 0.53008367] [ 0.69275753 0.51667365 0.58167222 0.40345101 0.39299007] [ 0.33456354 0.44404961 0.60406027 0.71671414 0.41445313] [ 0.4074712 0.24944487 0.53202406 0.61238313 0.39784294] [ 0.5530367 0.39600704 0.36171087 0.47353881 0.41892105] [ 0.36122758 0.52252471 0.50465976 0.76382299 0.40365347] [ 0.28279268 0.51004299 0.53785128 0.80845042 0.62795669] [ 0.67566381 0.52779282 0.55063615 0.46216346 0.38235706] [ 0.69478273 0.4269004 0.5416997 0.4072846 0.36750251] [ 0.63040789 0.42515119 0.57935498 0.43010682 0.46814806] [ 0.50977856 0.5609235 0.43861217 0.48832355 0.38577456] [ 0.48411831 0.50792629 0.51466985 0.55525227 0.37359637] [ 0.6932352 0.46868855 0.48247516 0.41887854 0.35088002] [ 0.51229884 0.55488984 0.46291645 0.63242729 0.39785501] [ 0.51497186 0.4871558 0.53687513 0.61810615 0.51730451] [ 0.55273005 0.67100825 0.35974026 0.60271793 0.45944727] [ 0.65140025 0.50020996 0.50719839 0.41404192 0.38479381] [ 0.34147104 0.40326075 0.43512311 0.75174572 0.46356468] [ 0.63111728 0.41360251 0.50687159 0.44934498 0.28376261] [ 0.35613084 0.53296437 0.62974599 0.68564865 0.55528431] [ 0.53250336 0.49345688 0.45803031 0.41887744 0.44799741] [ 0.48726877 0.5157529 0.6539745 0.65160008 0.41841377] [ 0.70156526 0.39909865 0.55368339 0.3101849 0.60347219] [ 0.47859716 0.41025586 0.50611079 0.69967191 0.29472307] [ 0.59394663 0.57882052 0.39391183 0.48458328 0.39708879] [ 0.44099533 0.46163825 0.51660804 0.41264958 0.47935829] [ 0.64484614 0.62703553 0.52078096 0.36918469 0.40434596] [ 0.40812165 0.46851361 0.45293515 0.69332555 0.63269133] [ 0.67195556 0.58867335 0.50232494 0.37971594 0.42361314] [ 0.42355369 0.62593086 0.32649805 0.73923193 0.32125787] [ 0.40072514 0.49948115 0.41236604 0.77364657 0.35640816] [ 0.55285355 0.47196633 0.54990574 0.41385638 0.54150113] [ 0.63683977 0.44495327 0.59101891 0.23757971 0.53114937] [ 0.53216494 0.43158668 0.54607592 0.38218065 0.49334306] [ 0.3535692 0.40102858 0.67107067 0.80227803 0.45671957] [ 0.66676435 0.44800847 0.65069354 0.24780361 0.53782303] [ 0.51557569 0.45549263 0.52644197 0.65165555 0.47329114] [ 0.52450266 0.33501824 0.54913177 0.44367125 0.37476888] [ 0.44366132 0.48564466 0.40312599 0.59751285 0.40196366] [ 0.38729549 0.43933294 0.4395557 0.57327601 0.5256617 ] [ 0.68615744 0.30718605 0.39815626 0.2307962 0.35214619] [ 0.47899006 0.41972483 0.55182247 0.58216374 0.44342146] [ 0.70615036 0.53766574 0.53597167 0.38628891 0.43955444] [ 0.37242576 0.37977094 0.53834313 0.68472877 0.54538868] [ 0.42502739 0.48314687 0.62587333 0.61884047 0.53667825] [ 0.46303893 0.48067442 0.55421403 0.75186059 0.39328047] [ 0.64040514 0.4799273 0.45622242 0.44091141 0.29879895] [ 0.77819171 0.42097697 0.54948936 0.22945294 0.45551901] [ 0.51462694 0.46356456 0.49253137 0.4945988 0.49431001] [ 0.69129275 0.55455337 0.53520233 0.42547533 0.32425268] [ 0.5774292 0.47447105 0.38852938 0.67311402 0.47396979] [ 0.54192148 0.39421116 0.59176797 0.55595443 0.28081511] [ 0.73732048 0.51398087 0.58099336 0.2356878 0.53142587] [ 0.41801834 0.48071916 0.44247811 0.61567748 0.57293388] [ 0.53587585 0.57356556 0.3913821 0.415447 0.46363531] [ 0.57125603 0.47462055 0.53504774 0.43993982 0.33275267] [ 0.37605141 0.4580884 0.44926495 0.78733262 0.31808565] [ 0.62425977 0.52625607 0.39921913 0.60214848 0.36111109] [ 0.73194048 0.45834652 0.54415556 0.28876865 0.37740866] [ 0.45285078 0.37663021 0.65227068 0.61988801 0.50457575] [ 0.41040684 0.42073075 0.62347429 0.71009805 0.47792789] [ 0.56320778 0.58522383 0.34713646 0.57503601 0.50257554] [ 0.71116305 0.52752576 0.55729227 0.4852972 0.38853128] [ 0.55164151 0.32260639 0.48832658 0.43998037 0.54079533] [ 0.49898009 0.46105785 0.49531817 0.6384345 0.36348165] [ 0.6003689 0.48027235 0.55180467 0.44141473 0.47041769] [ 0.56519214 0.49690929 0.4760484 0.45490155 0.42971749] [ 0.7038627 0.32138624 0.51531088 0.25807274 0.39412178] [ 0.47949252 0.41838424 0.4526593 0.82839877 0.42533182] [ 0.56146759 0.5416096 0.42188832 0.49581111 0.40369307] [ 0.59958905 0.5349147 0.57437724 0.49312203 0.44472645] [ 0.3797274 0.60130651 0.35218488 0.82495524 0.40399036] [ 0.37790376 0.35968858 0.69156227 0.53159853 0.52879257] [ 0.73612804 0.39755885 0.49275822 0.43452098 0.38417025] [ 0.51321755 0.52549045 0.34283228 0.52915317 0.40699018] [ 0.50602323 0.30431016 0.60174834 0.40441509 0.63551417] [ 0.44779591 0.5619318 0.44735019 0.51370016 0.62168294] [ 0.35312836 0.44862758 0.45440978 0.89556204 0.43821747] [ 0.42132857 0.41215362 0.39544003 0.9108657 0.36810895] [ 0.38582454 0.43390715 0.3918109 0.55600138 0.44744329] [ 0.31913779 0.33381084 0.6241424 0.84922598 0.59539993] [ 0.61035592 0.56423297 0.47717885 0.3218287 0.48116324] [ 0.49108308 0.37844711 0.60009938 0.51417919 0.39262624] [ 0.44626467 0.53767234 0.42130632 0.57470392 0.36691288] [ 0.62185587 0.49355009 0.5808649 0.22811986 0.45831604] [ 0.70014839 0.39053254 0.61848656 0.24792824 0.51635136] [ 0.53491093 0.43914662 0.42463104 0.57423008 0.38830584] [ 0.58218302 0.52163262 0.47040441 0.65853083 0.35606407] [ 0.61077955 0.47561886 0.49032168 0.33528232 0.48772293] [ 0.26748052 0.3492445 0.55505243 0.76000845 0.65231162] [ 0.52281205 0.50353033 0.4358178 0.50456794 0.35713925] [ 0.70988703 0.38814788 0.42929661 0.23360005 0.38657868] [ 0.66505309 0.46316764 0.44711265 0.49994627 0.45386039] [ 0.62507033 0.47738824 0.46392143 0.4813274 0.32419702] [ 0.68072487 0.36296268 0.48215981 0.38835753 0.43736542] [ 0.42475748 0.45814268 0.49105817 0.41051278 0.51926402] [ 0.5474179 0.55965962 0.45952911 0.53517177 0.28165379] [ 0.26315599 0.49722729 0.50887134 0.79141648 0.64474387] [ 0.53192764 0.47543238 0.51313696 0.59118425 0.44955701] [ 0.50265137 0.557773 0.40661088 0.68454573 0.44864891] [ 0.70292732 0.48057785 0.48062057 0.37624001 0.35396057] [ 0.56784129 0.41389368 0.4935959 0.54691276 0.27309029] [ 0.31352156 0.56690824 0.44968603 0.74649778 0.38405493] [ 0.67125051 0.49316249 0.38266299 0.39255589 0.30815602] [ 0.33039683 0.55084785 0.37546658 0.62760392 0.44447194] [ 0.27741499 0.33670717 0.59034615 0.71723686 0.56978033] [ 0.60104025 0.51981706 0.55224774 0.50641682 0.44894131] Progress: 6.0% ... Training loss: 0.823 ... Validation loss: 1.329[ 0.50531113 0.34284955 0.44629422 0.5685763 0.45129003] [ 0.38060188 0.5228175 0.55123804 0.69078179 0.40572897] [ 0.47602976 0.35163661 0.49273353 0.36244631 0.42472716] [ 0.4543338 0.48151625 0.41970007 0.68754216 0.37133757] [ 0.42528773 0.48307363 0.62588762 0.61861249 0.53664448] [ 0.36759984 0.48314266 0.51471611 0.63875105 0.53053757] [ 0.62869821 0.42743759 0.41566855 0.44579822 0.44481331] [ 0.5647569 0.48604842 0.61745382 0.62661414 0.37845631] [ 0.5276725 0.42940569 0.49187023 0.55724522 0.48258858] [ 0.50831585 0.51492341 0.41388078 0.6481014 0.35042285] [ 0.6469185 0.4137703 0.4219066 0.40832413 0.42927663] [ 0.75715414 0.48833563 0.52801005 0.22672787 0.33278052] [ 0.65299251 0.52692401 0.48247029 0.23617876 0.4287448 ] [ 0.66926687 0.39030585 0.41955021 0.24000457 0.37755919] [ 0.26275693 0.50089466 0.51088873 0.80793953 0.52117023] [ 0.75573755 0.54403797 0.24670422 0.54695112 0.33279155] [ 0.64611632 0.46083443 0.41592875 0.37007806 0.31780859] [ 0.49034706 0.56387481 0.31467021 0.91722611 0.37978355] [ 0.51749571 0.50344405 0.44516026 0.78354938 0.35938479] [ 0.47874557 0.50912822 0.39114209 0.82271722 0.45045773] [ 0.66098368 0.46590319 0.38522678 0.45293678 0.34438162] [ 0.49695039 0.52565054 0.42420975 0.42376207 0.30029063] [ 0.43254129 0.43001232 0.43122978 0.62799735 0.39798894] [ 0.65066424 0.50606163 0.44913579 0.43541371 0.33380903] [ 0.32366726 0.50129226 0.57740415 0.78471847 0.46183096] [ 0.42034488 0.54776712 0.51019647 0.75375433 0.32532162] [ 0.78868621 0.45718023 0.48216061 0.25448285 0.3243 ] [ 0.54381822 0.46966589 0.59272021 0.35063248 0.42977023] [ 0.48370598 0.32824317 0.56387935 0.80486722 0.47791765] [ 0.45951947 0.53580083 0.46867986 0.68876692 0.58522917] [ 0.42542491 0.40946304 0.51187398 0.63771054 0.48802501] [ 0.68788695 0.5147687 0.57053951 0.23948014 0.47638488] [ 0.58738982 0.43334473 0.58311046 0.45948312 0.60133419] [ 0.417127 0.5130648 0.50547521 0.7231133 0.40874716] [ 0.56212807 0.5498758 0.55822801 0.29830617 0.47737359] [ 0.44578385 0.53682532 0.51530016 0.45914756 0.61855619] [ 0.43459815 0.36122493 0.45771602 0.78010725 0.35978735] [ 0.71857632 0.40653104 0.53427058 0.31492375 0.43892801] [ 0.62301843 0.37598351 0.56734217 0.45413921 0.40954088] [ 0.36380938 0.52967201 0.45458111 0.64866697 0.4660702 ] [ 0.64799263 0.43422466 0.4550104 0.31249611 0.3932662 ] [ 0.4258338 0.49173129 0.44843853 0.66826634 0.44503108] [ 0.50424806 0.38780782 0.45246658 0.53420936 0.41082481] [ 0.35142061 0.59192537 0.53739645 0.6886497 0.64482238] [ 0.47291015 0.50448735 0.44044987 0.53376653 0.40814909] [ 0.66468531 0.44114529 0.49400312 0.34939313 0.40657351] [ 0.6674295 0.52957094 0.37790774 0.47901754 0.41464977] [ 0.59316693 0.5351641 0.48373294 0.59829 0.33396696] [ 0.49029664 0.42533381 0.42056835 0.54973167 0.48517321] [ 0.54955549 0.59839208 0.3472764 0.57541538 0.36255069] [ 0.57685612 0.45026924 0.51002953 0.7547408 0.35032581] [ 0.40019238 0.49318241 0.49911564 0.56003044 0.46168508] [ 0.49586276 0.3848813 0.42046241 0.55693659 0.56591512] [ 0.75672309 0.47630869 0.55513597 0.26584159 0.39981559] [ 0.55965355 0.39836439 0.48594175 0.51029587 0.41218672] [ 0.68607455 0.56372808 0.37605739 0.39536182 0.40578481] [ 0.27844981 0.41406038 0.47756479 0.66875359 0.39006067] [ 0.3648773 0.4392297 0.40982284 0.56786636 0.56950753] [ 0.63161631 0.47849907 0.56025124 0.45041275 0.44757646] [ 0.61753838 0.49182658 0.54758266 0.27496729 0.46838057] [ 0.4996469 0.40782316 0.57679363 0.50300055 0.40146265] [ 0.33276065 0.49402433 0.40659422 0.82467638 0.30647975] [ 0.60789131 0.48874985 0.48954995 0.54082329 0.47473895] [ 0.65794216 0.55862739 0.54184755 0.28305785 0.4746508 ] [ 0.39412071 0.38659602 0.60512553 0.72829801 0.32435101] [ 0.48566148 0.45916923 0.65343161 0.54241133 0.44277538] [ 0.43512636 0.36261219 0.44734932 0.77596747 0.3612225 ] [ 0.33485268 0.48359477 0.37683874 0.78197252 0.61937144] [ 0.2399609 0.38971234 0.54036049 0.77096555 0.4444331 ] [ 0.69540182 0.43727685 0.65485657 0.3168347 0.4275386 ] [ 0.38430685 0.45251735 0.60790022 0.74967462 0.5395695 ] [ 0.55482728 0.44929102 0.48243087 0.4365911 0.55048979] [ 0.39874075 0.47010683 0.51813412 0.76647114 0.42074722] [ 0.29910354 0.52097394 0.44243596 0.5238453 0.48327749] [ 0.73364332 0.57573192 0.52648145 0.50608814 0.34408404] [ 0.56835066 0.49081605 0.45885607 0.3731104 0.38393883] [ 0.64329342 0.39287207 0.34566168 0.46238476 0.32611797] [ 0.33089978 0.35174735 0.50453435 0.69668152 0.50832224] [ 0.41105676 0.55680066 0.50979438 0.78049264 0.58056277] [ 0.47629947 0.53222949 0.40644344 0.61136813 0.43777972] [ 0.36063634 0.56218347 0.29585709 0.60572892 0.39897385] [ 0.54655514 0.5448269 0.59136354 0.49162553 0.40774263] [ 0.76195331 0.51922615 0.4820613 0.38400822 0.4048896 ] [ 0.61451365 0.47624022 0.40699468 0.37298612 0.43291798] [ 0.5747245 0.53555056 0.3279421 0.56372798 0.35835107] [ 0.45911868 0.59637623 0.41478103 0.80937557 0.37204204] [ 0.33687151 0.49703391 0.42088209 0.71609379 0.36647953] [ 0.75236438 0.495589 0.49499231 0.28352312 0.26072259] [ 0.52765656 0.6434759 0.38027098 0.62767038 0.44775961] [ 0.52550599 0.49850951 0.6254876 0.37069164 0.42284404] [ 0.53326946 0.64728621 0.3602482 0.77870052 0.27522633] [ 0.36356347 0.31788019 0.5301983 0.71248129 0.44710267] [ 0.51035525 0.55016024 0.35846093 0.6064459 0.28796681] [ 0.44083011 0.42055349 0.59915246 0.59416709 0.47030407] [ 0.40703317 0.47375845 0.6373546 0.79375116 0.39220706] [ 0.56304264 0.4147092 0.54321944 0.45114794 0.51259562] [ 0.48325988 0.53390332 0.60247053 0.49181626 0.49367028] [ 0.58037687 0.36140343 0.53748305 0.60339698 0.44849514] [ 0.55034214 0.55641206 0.51150842 0.63427402 0.44161745] [ 0.49693105 0.42782612 0.4557486 0.4944088 0.31873825] [ 0.5550036 0.43851542 0.46063187 0.41959167 0.39061662] [ 0.45403062 0.51318019 0.46904193 0.5095492 0.46132771] [ 0.70549699 0.37991888 0.58048732 0.16561548 0.41998218] [ 0.60802742 0.51059978 0.42827746 0.51488952 0.54183984] [ 0.69744989 0.53141179 0.4187692 0.46746489 0.39210382] [ 0.61130279 0.56497883 0.51442462 0.59297225 0.38472319] [ 0.45459625 0.43188374 0.6523408 0.65544834 0.38165022] [ 0.38306709 0.38237724 0.54565795 0.8271124 0.55837079] [ 0.61921875 0.56460036 0.44775799 0.32774516 0.43570898] [ 0.50281918 0.31756818 0.40249503 0.68846207 0.32183201] [ 0.28522708 0.49426544 0.54203914 0.79937679 0.48105226] [ 0.53215241 0.48998611 0.50385971 0.66290093 0.49067119] [ 0.76558062 0.46389077 0.66026034 0.28547392 0.40898353] [ 0.54540797 0.56703486 0.45325076 0.42127931 0.4638322 ] [ 0.45545866 0.41885783 0.54887481 0.46429167 0.55588934] [ 0.45641772 0.38750508 0.49638703 0.4998683 0.52066075] [ 0.21261998 0.52562375 0.43437386 0.85902443 0.53908125] [ 0.73086032 0.4818606 0.51795829 0.33547531 0.44171409] [ 0.63266117 0.46786413 0.45000635 0.44811133 0.4611954 ] [ 0.52699183 0.48267222 0.38602975 0.59391566 0.38390062] [ 0.45256048 0.39072098 0.63449652 0.68679935 0.42985707] [ 0.27758459 0.41017307 0.45831502 0.84364794 0.50694438] [ 0.62890412 0.50102339 0.43717625 0.50059292 0.5427862 ] [ 0.38322799 0.40368576 0.50918349 0.738307 0.35889679] [ 0.48835309 0.5832693 0.44928765 0.73111932 0.31558478] [ 0.43842295 0.42592279 0.53771735 0.49492433 0.49191923] [ 0.28511955 0.42435712 0.53319956 0.89212588 0.42116394] [ 0.59476791 0.48272693 0.59783311 0.57627379 0.40360057] Progress: 6.1% ... Training loss: 0.823 ... Validation loss: 1.330[ 0.38613064 0.4653238 0.52527937 0.5394026 0.59922893] [ 0.62760798 0.38911129 0.5094073 0.45384758 0.57748276] [ 0.70303515 0.51338516 0.44823514 0.50847758 0.32288921] [ 0.24844303 0.49702532 0.47318171 0.88850163 0.57424548] [ 0.41080319 0.34095832 0.5077191 0.41817067 0.70893918] [ 0.37575052 0.29438005 0.58275904 0.74928322 0.37274873] [ 0.38530982 0.43419755 0.39175768 0.55613229 0.4475343 ] [ 0.32172026 0.34928748 0.46879797 0.7222481 0.47840145] [ 0.31563416 0.45460015 0.44097593 0.87340801 0.44716726] [ 0.26791829 0.43463569 0.52756689 0.8020916 0.50661483] [ 0.38220317 0.40416669 0.50908273 0.73867669 0.35905058] [ 0.75039621 0.4287872 0.47940699 0.38162264 0.39311851] [ 0.67953294 0.48460059 0.53032585 0.32422835 0.48086414] [ 0.44817943 0.59948332 0.3878226 0.76925997 0.52228758] [ 0.46357125 0.56155142 0.47361996 0.7198815 0.45058083] [ 0.44950598 0.3919177 0.61578158 0.6017695 0.34500388] [ 0.45323593 0.39447765 0.4495102 0.67811746 0.52412734] [ 0.72757024 0.51286878 0.47914582 0.35862643 0.30180757] [ 0.32723772 0.44812463 0.45132185 0.68142458 0.40656041] [ 0.29279302 0.47073083 0.61470833 0.59110798 0.47814502] [ 0.5699376 0.55411209 0.41113094 0.58850976 0.28941483] [ 0.4653462 0.5406534 0.34402897 0.53763485 0.45211707] [ 0.54395336 0.56520606 0.48210191 0.52844233 0.49097255] [ 0.452254 0.38725896 0.44962751 0.49632934 0.54902357] [ 0.67807204 0.52038438 0.41211293 0.29168514 0.24279594] [ 0.60391027 0.45545279 0.50739032 0.32369153 0.38876649] [ 0.49769198 0.52044223 0.46035772 0.53050124 0.486502 ] [ 0.64517199 0.61517224 0.36696837 0.28901375 0.38279051] [ 0.48635499 0.46213513 0.40156151 0.71016319 0.37112286] [ 0.47652605 0.42470068 0.3794884 0.73903819 0.27209991] [ 0.54622681 0.47162602 0.52836264 0.45804484 0.39865061] [ 0.37083796 0.37202142 0.59932815 0.77648818 0.52087863] [ 0.40495795 0.44942155 0.61250023 0.80421237 0.41898096] [ 0.48657717 0.57479765 0.34282107 0.64707764 0.32546713] [ 0.68368629 0.472898 0.43580857 0.4233281 0.37488434] [ 0.67421045 0.37235597 0.49708746 0.48129011 0.46213302] [ 0.67103945 0.55795761 0.42034739 0.44174874 0.39864977] [ 0.38664575 0.445655 0.4776115 0.62759379 0.38756719] [ 0.61557838 0.49746809 0.46163929 0.39270339 0.38787365] [ 0.64302883 0.56499445 0.44262761 0.3678947 0.36588118] [ 0.31140787 0.44590801 0.44064264 0.87726754 0.45486568] [ 0.39868728 0.52850873 0.59776626 0.62469267 0.4938087 ] [ 0.64238313 0.43083041 0.51004292 0.2808955 0.4142389 ] [ 0.41947722 0.61027586 0.53510384 0.77076477 0.53335439] [ 0.57357351 0.53957492 0.51497026 0.38431209 0.42041467] [ 0.4376521 0.49153327 0.62071699 0.78571387 0.41655164] [ 0.48328072 0.53858308 0.62047017 0.57637739 0.57552499] [ 0.29608649 0.36088691 0.46714011 0.86124808 0.41940109] [ 0.4024789 0.51256177 0.50258461 0.76133355 0.56436881] [ 0.7076264 0.35824673 0.52432344 0.3622793 0.39644878] [ 0.63415545 0.64368161 0.45354717 0.51218762 0.36288397] [ 0.57121655 0.49625632 0.52138159 0.48061856 0.3533336 ] [ 0.35617512 0.56085091 0.45126297 0.69597124 0.41611145] [ 0.5957619 0.33483969 0.5499277 0.49203207 0.31031001] [ 0.36021393 0.48546705 0.44342074 0.79324331 0.34481795] [ 0.49817919 0.50907431 0.36531718 0.61158811 0.4459798 ] [ 0.66579649 0.55835235 0.53031516 0.33672625 0.3679145 ] [ 0.48051026 0.48044271 0.36673646 0.58018274 0.45593778] [ 0.35832115 0.40049936 0.51044607 0.54130339 0.42875799] [ 0.62114617 0.45263108 0.54706572 0.38867611 0.45154601] [ 0.56088062 0.36023377 0.58582937 0.4159095 0.53830522] [ 0.50380021 0.4157271 0.59842447 0.6503216 0.45341377] [ 0.43064081 0.50479228 0.52218612 0.69717015 0.52123817] [ 0.39735957 0.49206186 0.63504441 0.50450677 0.54815683] [ 0.51217589 0.57481973 0.35081341 0.77514713 0.46005513] [ 0.79942165 0.44435845 0.62764035 0.17067931 0.35534132] [ 0.692549 0.3996143 0.57567697 0.23897444 0.42374085] [ 0.61438394 0.51035936 0.46301089 0.52542433 0.37248672] [ 0.48344988 0.60056726 0.34395012 0.69764521 0.50450579] [ 0.63686695 0.42039712 0.56378284 0.30359201 0.49126588] [ 0.31576157 0.62600412 0.34176065 0.79238139 0.40773622] [ 0.63269092 0.61351148 0.52472215 0.52978201 0.46882115] [ 0.6095407 0.37862471 0.59698445 0.32893549 0.54026061] [ 0.60319498 0.46820487 0.39868607 0.60208091 0.33999487] [ 0.47505662 0.59408772 0.5703756 0.5517186 0.52633537] [ 0.63792365 0.50100839 0.54009221 0.4311382 0.48597732] [ 0.62414437 0.50728672 0.42949001 0.54692165 0.35150198] [ 0.45257488 0.39766086 0.63619456 0.64153167 0.33222037] [ 0.32311017 0.45660968 0.51266857 0.72643059 0.50648475] [ 0.3164456 0.42911375 0.54801622 0.64337544 0.43065745] [ 0.34699835 0.42159398 0.34979205 0.6443322 0.46826402] [ 0.44743235 0.55134865 0.4531111 0.69614282 0.61627743] [ 0.33644884 0.54843663 0.59396451 0.78359479 0.46123818] [ 0.45556278 0.53916442 0.48062967 0.59518904 0.41205913] [ 0.50946459 0.64015733 0.51143952 0.45847776 0.53997541] [ 0.61340912 0.40334332 0.44210707 0.31675382 0.33334367] [ 0.61989113 0.40035882 0.5187507 0.34809652 0.55573545] [ 0.5930266 0.56048456 0.40731619 0.51838514 0.40902163] [ 0.52129683 0.37835768 0.61135365 0.63903333 0.41353293] [ 0.66749765 0.47515384 0.60942982 0.32753264 0.39635465] [ 0.47681599 0.42487868 0.52345444 0.64230384 0.33309767] [ 0.55403112 0.52548992 0.46755232 0.48660872 0.59392837] [ 0.5246673 0.51203216 0.39631962 0.46061823 0.51480156] [ 0.65353104 0.56499585 0.3563767 0.68490856 0.45145826] [ 0.61823386 0.54696812 0.48731347 0.43961566 0.42449517] [ 0.60808799 0.54580541 0.54512178 0.56103005 0.34534363] [ 0.38541256 0.49276232 0.62263042 0.71031999 0.57706846] [ 0.53322873 0.53894862 0.54345096 0.56981927 0.56749358] [ 0.70889994 0.54778047 0.45440772 0.35917193 0.39159184] [ 0.70578209 0.37922325 0.61530164 0.26341089 0.56329479] [ 0.51078449 0.55887554 0.54701859 0.59712068 0.5537405 ] [ 0.41092015 0.55203302 0.44326738 0.64339168 0.45759956] [ 0.68916586 0.5637102 0.58063051 0.26322283 0.48193452] [ 0.52984132 0.45160973 0.58001095 0.52522255 0.57789975] [ 0.32547435 0.55091332 0.41439948 0.74998545 0.45790287] [ 0.57310844 0.40183642 0.530075 0.43494569 0.59859573] [ 0.52840423 0.51401122 0.36222716 0.58202487 0.3654906 ] [ 0.57324355 0.52695006 0.46958697 0.61688091 0.40409684] [ 0.37874882 0.43625248 0.4275865 0.79278536 0.4951032 ] [ 0.58119448 0.49843345 0.48015325 0.53706487 0.39403791] [ 0.50933382 0.47036139 0.41054876 0.45220004 0.47771593] [ 0.46138248 0.42610295 0.44515256 0.67069093 0.3435184 ] [ 0.41752782 0.4618988 0.45507617 0.78278705 0.43251662] [ 0.40823813 0.52481145 0.49042336 0.7693021 0.45008852] [ 0.42824773 0.40039309 0.51919836 0.7389173 0.40019405] [ 0.71270339 0.58677741 0.48311631 0.39873975 0.4348077 ] [ 0.4614588 0.42907912 0.51162238 0.67593486 0.32683964] [ 0.70133815 0.55875741 0.44682839 0.57214531 0.46025839] [ 0.51495679 0.4128212 0.48250423 0.62938063 0.46575455] [ 0.52454634 0.52476188 0.46274 0.5909346 0.4656644 ] [ 0.55688931 0.4039812 0.49621611 0.27586747 0.55381594] [ 0.72769997 0.3530713 0.43820934 0.37811582 0.33221834] [ 0.41291368 0.47810849 0.46149901 0.76167217 0.4429365 ] [ 0.51005516 0.4552843 0.52060155 0.37154039 0.4384664 ] [ 0.46748057 0.50799346 0.38653946 0.60712739 0.53868678] [ 0.4949833 0.47153361 0.40045184 0.33009252 0.47135793] [ 0.5385271 0.63100638 0.55727371 0.60630321 0.47824883] [ 0.68604319 0.47917492 0.58587555 0.18066883 0.50363547] Progress: 6.2% ... Training loss: 0.822 ... Validation loss: 1.329[ 0.67913606 0.50555373 0.45830718 0.36627707 0.44193779] [ 0.55725525 0.47647485 0.36882219 0.32346159 0.3956181 ] [ 0.54946354 0.55692895 0.39869331 0.67988993 0.33403689] [ 0.5013261 0.43120375 0.57600892 0.62175501 0.44702466] [ 0.46296666 0.58122958 0.5199004 0.63720435 0.35645926] [ 0.51221968 0.59027693 0.34682497 0.66031575 0.48097479] [ 0.65717766 0.53042469 0.50430763 0.41481225 0.45799689] [ 0.6609926 0.5166565 0.50268925 0.27885372 0.46776963] [ 0.48548488 0.35007768 0.48649813 0.57612299 0.3486983 ] [ 0.55092125 0.50630201 0.48974241 0.54177436 0.4199202 ] [ 0.4167531 0.43823468 0.61006889 0.55959229 0.45163282] [ 0.39750505 0.43044497 0.53840029 0.55332904 0.49027352] [ 0.56957995 0.47388359 0.62304605 0.39270407 0.47548255] [ 0.3360936 0.55551919 0.45519431 0.70703226 0.40196184] [ 0.46190873 0.45448405 0.50624506 0.77240446 0.47251497] [ 0.55594572 0.47661717 0.55856975 0.53320295 0.37680685] [ 0.64893745 0.54825141 0.45917999 0.46514528 0.40292153] [ 0.64183266 0.38252994 0.54802477 0.32107761 0.41831872] [ 0.52652168 0.42830125 0.59478105 0.28815766 0.47585394] [ 0.68326373 0.56022449 0.49220314 0.28540279 0.41499222] [ 0.45702045 0.55399957 0.4150336 0.55586095 0.43723481] [ 0.20503923 0.36928302 0.55376261 0.74162685 0.44316197] [ 0.24700761 0.51418936 0.56843446 0.84513395 0.54602308] [ 0.64693321 0.53869285 0.44743422 0.36018415 0.46765495] [ 0.63628897 0.55647327 0.41116169 0.56638106 0.43094328] [ 0.32230077 0.40405776 0.43425778 0.86033297 0.47397888] [ 0.71039499 0.49909646 0.43819174 0.22217538 0.24277167] [ 0.31653589 0.42744575 0.4950731 0.81366292 0.46313497] [ 0.67445091 0.40644024 0.39434292 0.35756584 0.41387065] [ 0.5249289 0.47233697 0.52226566 0.43536217 0.46455561] [ 0.69414373 0.52086724 0.52522173 0.45509561 0.38485413] [ 0.59313543 0.42053194 0.44037112 0.5083138 0.51960038] [ 0.47714207 0.65741891 0.44873947 0.64561443 0.4959973 ] [ 0.67402598 0.45105219 0.56137693 0.23727062 0.49014216] [ 0.46877751 0.35012609 0.56841289 0.55013459 0.3387153 ] [ 0.3464479 0.44884489 0.52221604 0.71579673 0.57227241] [ 0.42363139 0.4241527 0.49957251 0.56501337 0.5115366 ] [ 0.32626832 0.49312406 0.42079183 0.59531523 0.5526324 ] [ 0.65531415 0.44313447 0.53345921 0.3654738 0.58210202] [ 0.46531909 0.3515192 0.49848674 0.69870251 0.38484995] [ 0.22959372 0.28261651 0.51090336 0.72052805 0.47540042] [ 0.80321986 0.4840457 0.44333726 0.22470094 0.35251973] [ 0.36963471 0.33076943 0.56889427 0.56035369 0.43763198] [ 0.6446742 0.58954447 0.47119278 0.50164689 0.47803653] [ 0.75230788 0.50014617 0.57109311 0.28446495 0.43337761] [ 0.52296638 0.3894472 0.48466814 0.58736223 0.38637454] [ 0.58746534 0.65486084 0.42885131 0.69609052 0.40981936] [ 0.73024469 0.51168961 0.48619676 0.47061856 0.40422393] [ 0.44855243 0.41636211 0.68656732 0.42522399 0.56515523] [ 0.77706003 0.43333367 0.5452703 0.30515284 0.41805684] [ 0.57859812 0.39363396 0.61425923 0.36708317 0.37047713] [ 0.44041308 0.56360556 0.4771367 0.75642234 0.489412 ] [ 0.46171914 0.51444202 0.39020465 0.66716199 0.38827318] [ 0.51590642 0.49236757 0.38129158 0.47306171 0.43005653] [ 0.47792571 0.45365022 0.55233542 0.71839012 0.52515273] [ 0.56658145 0.38404896 0.58845867 0.50989633 0.46419362] [ 0.36037858 0.5747291 0.37193884 0.70327096 0.45678436] [ 0.65303768 0.5321674 0.58417443 0.46647676 0.42487459] [ 0.32929027 0.59732489 0.51540372 0.6405796 0.54846761] [ 0.53410652 0.61741381 0.59480819 0.61018369 0.50682244] [ 0.51915136 0.61170823 0.54664301 0.51838997 0.50568329] [ 0.62697451 0.59774978 0.477946 0.58723725 0.45045734] [ 0.53504851 0.38996337 0.39207053 0.53429243 0.39281508] [ 0.45831417 0.51986912 0.54509722 0.69097438 0.56239252] [ 0.46588274 0.47053999 0.53462435 0.74432241 0.4094253 ] [ 0.37209782 0.41045115 0.44728582 0.68737022 0.51201329] [ 0.27994267 0.39534987 0.60541295 0.83249951 0.55047765] [ 0.64679392 0.49480784 0.6124724 0.63455073 0.38020056] [ 0.38876919 0.65299131 0.31220458 0.86836131 0.5611006 ] [ 0.55236041 0.52805874 0.40386896 0.59847179 0.44062789] [ 0.46086391 0.46084154 0.47131891 0.79400127 0.39342107] [ 0.36111995 0.5031907 0.60685623 0.75551964 0.5545605 ] [ 0.6230425 0.49523521 0.43233592 0.43331578 0.33373162] [ 0.36254789 0.44953987 0.52780648 0.68776743 0.41297422] [ 0.52471242 0.46388497 0.56243896 0.57040203 0.5198436 ] [ 0.53025112 0.51831927 0.37838871 0.61691054 0.2202156 ] [ 0.37565102 0.42472146 0.51846595 0.80821606 0.44934486] [ 0.33774571 0.42381945 0.65199574 0.58606445 0.56021878] [ 0.57408878 0.49456224 0.52634721 0.51130968 0.5233909 ] [ 0.63756233 0.4709952 0.38959521 0.69792599 0.4342622 ] [ 0.3124537 0.52493746 0.38975215 0.82108978 0.41557078] [ 0.4214723 0.64623911 0.46232775 0.73511561 0.50343846] [ 0.65700103 0.45080874 0.501157 0.30904373 0.43064047] [ 0.6084806 0.52732823 0.58284499 0.56360296 0.3222969 ] [ 0.65744298 0.41993664 0.62000914 0.24955773 0.40076074] [ 0.37676111 0.49049829 0.37155532 0.66962378 0.53355489] [ 0.24156395 0.34736332 0.40495639 0.89681612 0.52585852] [ 0.46435546 0.47228934 0.67300235 0.68112024 0.56520461] [ 0.46626316 0.40923135 0.54083037 0.60966008 0.35469224] [ 0.59307355 0.38616069 0.44013467 0.62606836 0.46929164] [ 0.63297804 0.46032465 0.47036143 0.37808051 0.34012868] [ 0.63516138 0.40952831 0.51894995 0.47745361 0.4630158 ] [ 0.4821948 0.58744008 0.53444747 0.46586534 0.38072098] [ 0.39857039 0.40550667 0.47499183 0.71251738 0.64815707] [ 0.4411288 0.57730663 0.51171294 0.77222859 0.50892014] [ 0.52286747 0.36034758 0.45826946 0.49345936 0.41849583] [ 0.69326968 0.40767187 0.51974279 0.3058777 0.49849082] [ 0.72145094 0.57478288 0.41599017 0.31100898 0.38719628] [ 0.49974037 0.44701993 0.38826598 0.66342468 0.52574453] [ 0.61574211 0.33726267 0.51023696 0.3617288 0.46414419] [ 0.32068125 0.34977284 0.46868802 0.72267277 0.47859184] [ 0.50443551 0.61178836 0.51121021 0.72920652 0.53518972] [ 0.62650344 0.53935738 0.54109882 0.33611962 0.56687843] [ 0.5854141 0.4052004 0.45047377 0.55165609 0.55787678] [ 0.65886012 0.5505113 0.44372166 0.49540254 0.33628087] [ 0.51893263 0.56681543 0.30272009 0.41690396 0.44911033] [ 0.4260154 0.48856204 0.47066696 0.46449499 0.5055782 ] [ 0.74777266 0.4260503 0.57993887 0.24646525 0.36461344] [ 0.46913229 0.54922247 0.4695311 0.67221087 0.47670215] [ 0.63176951 0.44723714 0.53120948 0.22678287 0.3182841 ] [ 0.27994267 0.39534987 0.60541295 0.83249951 0.55047765] [ 0.52695536 0.62718045 0.45232833 0.68305815 0.39630516] [ 0.57559375 0.46713219 0.64206483 0.57359196 0.37815631] [ 0.56043733 0.4747425 0.48866256 0.52120594 0.4433308 ] [ 0.57405983 0.53580097 0.327892 0.56394492 0.35843049] [ 0.42747423 0.41638151 0.4699318 0.7097167 0.39429876] [ 0.55415544 0.40475184 0.480314 0.37557974 0.55364372] [ 0.65506249 0.53180042 0.51635342 0.25548758 0.47096749] [ 0.67209234 0.55005755 0.54135953 0.46705827 0.36729168] [ 0.52509852 0.50467757 0.49181261 0.78039282 0.45007096] [ 0.41652042 0.45979266 0.51987854 0.44201843 0.51261767] [ 0.42957899 0.53527082 0.43546063 0.69965732 0.53340194] [ 0.38199003 0.48528993 0.37374893 0.48485724 0.44685656] [ 0.59438204 0.51209944 0.51073326 0.43948792 0.40865261] [ 0.46934117 0.52047364 0.5804108 0.74808804 0.4160376 ] [ 0.6063432 0.42630044 0.50891337 0.33976044 0.52289396] [ 0.6113127 0.56196889 0.43293231 0.46372129 0.35940203] [ 0.71357066 0.3705754 0.39540497 0.33711157 0.30865282] Progress: 6.2% ... Training loss: 0.820 ... Validation loss: 1.321[ 0.6305041 0.52008906 0.60972615 0.54100019 0.49649088] [ 0.670733 0.42344202 0.50538606 0.26838101 0.34017169] [ 0.64974687 0.43343147 0.45517664 0.31170169 0.39298321] [ 0.6175356 0.38438243 0.6608869 0.45388414 0.43161149] [ 0.540826 0.40292466 0.54124814 0.55802256 0.33376841] [ 0.63594746 0.38442216 0.38574384 0.42732719 0.46984737] [ 0.46765791 0.63813398 0.32101712 0.79461686 0.4620889 ] [ 0.19631878 0.46453976 0.5685735 0.86251801 0.52931913] [ 0.63923941 0.30683347 0.64181496 0.32839709 0.56895607] [ 0.36462718 0.42305187 0.62988258 0.6861119 0.54862182] [ 0.64372967 0.3480764 0.52443678 0.31565378 0.55631051] [ 0.69841443 0.59765164 0.47958532 0.45772305 0.45581139] [ 0.37411834 0.38668617 0.53330755 0.71465482 0.42388217] [ 0.6562255 0.45603256 0.49953687 0.18262032 0.37978803] [ 0.61690317 0.48802025 0.60239564 0.41636466 0.36903452] [ 0.33694136 0.40299024 0.55575528 0.89228475 0.52053261] [ 0.50816724 0.53205438 0.49665988 0.61952403 0.59515186] [ 0.26346061 0.48155903 0.51922356 0.83848552 0.54081869] [ 0.63720791 0.44075062 0.41727734 0.33182599 0.41941405] [ 0.68591916 0.35936886 0.5105588 0.28691143 0.43325684] [ 0.62934541 0.54718431 0.52898737 0.49324359 0.42299832] [ 0.75224106 0.46556987 0.54522349 0.22434364 0.34335902] [ 0.68624684 0.2762013 0.53778285 0.25662617 0.46527286] [ 0.43035842 0.45895826 0.39471988 0.65545847 0.31804195] [ 0.52189999 0.52639495 0.66772412 0.46652103 0.42196175] [ 0.42870256 0.39447628 0.33606401 0.75220702 0.39076948] [ 0.49228234 0.44974279 0.55954676 0.55441309 0.3814335 ] [ 0.63015516 0.50656314 0.46291266 0.57997748 0.4415504 ] [ 0.6617017 0.48722186 0.47607713 0.42119233 0.37614847] [ 0.73046094 0.37255083 0.57346367 0.30906103 0.44894696] [ 0.54033658 0.51297681 0.32135172 0.50936535 0.46637166] [ 0.57523174 0.45073433 0.60118403 0.48447394 0.60707685] [ 0.49320609 0.5147671 0.57030251 0.49161403 0.50981162] [ 0.49108659 0.32656689 0.56175283 0.5073402 0.42396573] [ 0.33779955 0.38371232 0.58102223 0.69839596 0.37361745] [ 0.28308362 0.54752732 0.49538075 0.89804135 0.5241081 ] [ 0.55937354 0.66293401 0.45742348 0.68745341 0.3472867 ] [ 0.48254242 0.49090487 0.39199959 0.7184038 0.44846506] [ 0.51946722 0.36256097 0.61847071 0.50057436 0.40500014] [ 0.48807314 0.54735846 0.42684402 0.62817893 0.35622123] [ 0.70153363 0.45496813 0.50490721 0.30875325 0.46023825] [ 0.56454386 0.53759036 0.5899571 0.48106118 0.4953046 ] [ 0.68075268 0.61617912 0.3493416 0.52466566 0.33878699] [ 0.40786575 0.43389768 0.54270895 0.74823476 0.37979769] [ 0.56334724 0.46386908 0.59470532 0.60034867 0.35090084] [ 0.59543584 0.64193419 0.36896833 0.67116228 0.32220656] [ 0.57260221 0.52723269 0.46952907 0.61710604 0.40419087] [ 0.47281526 0.60347026 0.50214326 0.52511372 0.40813116] [ 0.64229985 0.56569378 0.59215291 0.38800676 0.52195757] [ 0.36664682 0.55236437 0.45019538 0.75236771 0.43309383] [ 0.58037067 0.43736499 0.48775562 0.49475773 0.43404235] [ 0.60221285 0.65704036 0.41574825 0.42706904 0.48706999] [ 0.59946531 0.42129507 0.4576379 0.4356984 0.45924717] [ 0.45509529 0.40066182 0.54221644 0.58364086 0.41913271] [ 0.59357969 0.57897267 0.39388309 0.48457695 0.39713053] [ 0.7441349 0.4838542 0.50764721 0.27896403 0.36776362] [ 0.64859967 0.47970287 0.4470047 0.44215924 0.39312326] [ 0.31031734 0.48783507 0.36647412 0.7821524 0.37897817] [ 0.51920095 0.63410148 0.45429937 0.71963704 0.58694767] [ 0.29039127 0.46354052 0.4692999 0.81359116 0.33676982] [ 0.45612597 0.52081361 0.54490771 0.69184694 0.5627282 ] [ 0.47389115 0.4587835 0.47021092 0.66113033 0.34639907] [ 0.55606538 0.44900762 0.61086786 0.44329314 0.35010855] [ 0.64747994 0.34893687 0.59692573 0.2468635 0.39368492] [ 0.55491248 0.58729866 0.48412308 0.55651595 0.33436739] [ 0.58803818 0.50224757 0.50602148 0.44843649 0.37150478] [ 0.26812106 0.39918551 0.51812421 0.87281919 0.41714549] [ 0.67826806 0.42273726 0.42460582 0.43478668 0.46757113] [ 0.68985413 0.38362401 0.67595504 0.19774642 0.33186457] [ 0.77788824 0.45211523 0.58253833 0.20224612 0.41110431] [ 0.33914783 0.5067434 0.40711479 0.57993096 0.37846846] [ 0.51363193 0.32113548 0.50079967 0.74611087 0.38771449] [ 0.49141282 0.38774893 0.49731057 0.47300196 0.4167465 ] [ 0.77686319 0.45679494 0.48823626 0.21188327 0.24245993] [ 0.52248858 0.30298601 0.65155396 0.56519918 0.51784956] [ 0.72362788 0.41866058 0.69765649 0.18451351 0.46640083] [ 0.58009771 0.57549285 0.4857783 0.46315748 0.49251939] [ 0.57056391 0.41456693 0.5664335 0.48524636 0.37015884] [ 0.55945062 0.5479128 0.68182241 0.59299819 0.39004177] [ 0.57151377 0.3174515 0.4223968 0.44853839 0.4372467 ] [ 0.40228654 0.51628833 0.48749621 0.74949271 0.33412806] [ 0.71897664 0.45293297 0.51053472 0.14847684 0.46708949] [ 0.22309531 0.4004518 0.58508051 0.70995478 0.48355937] [ 0.66284102 0.51777561 0.50099911 0.51860141 0.35691965] [ 0.67093215 0.44087642 0.53816623 0.31967204 0.53562031] [ 0.46575006 0.53281614 0.42452366 0.5531933 0.40214619] [ 0.35712796 0.36582398 0.57144108 0.64409719 0.57312491] [ 0.60276452 0.29215055 0.35240146 0.32364166 0.40354229] [ 0.6236206 0.52527721 0.5062949 0.54044347 0.45340288] [ 0.39687302 0.48000648 0.56978729 0.46944567 0.52366055] [ 0.75660427 0.51223504 0.55770375 0.40367506 0.43608395] [ 0.34054468 0.45921729 0.44542528 0.63485341 0.52600606] [ 0.77109571 0.39646166 0.47949589 0.34358817 0.41247946] [ 0.43603145 0.47047629 0.45023533 0.64345709 0.33173247] [ 0.632064 0.50361824 0.42995303 0.62497819 0.30195461] [ 0.63451969 0.54776518 0.37829415 0.41570096 0.33266261] [ 0.66939777 0.40437782 0.5987671 0.33781519 0.52802854] [ 0.47930548 0.55181906 0.45279436 0.4070802 0.46064351] [ 0.58705901 0.47342749 0.413577 0.30183211 0.39828026] [ 0.24003197 0.48998605 0.47373753 0.86160498 0.48211508] [ 0.51261875 0.55925041 0.56591077 0.57586643 0.54310791] [ 0.59419591 0.53000517 0.49376633 0.49105315 0.48890561] [ 0.53770385 0.5551451 0.40472254 0.73590242 0.50407033] [ 0.42515555 0.36252077 0.44608606 0.60130551 0.38764105] [ 0.60062197 0.42150577 0.55681045 0.40741686 0.34797748] [ 0.5022895 0.44568609 0.52523502 0.53918443 0.43651251] [ 0.25153478 0.49829143 0.33848752 0.90115331 0.40622061] [ 0.54864645 0.66162119 0.44182922 0.69513664 0.34389712] [ 0.49428418 0.51478058 0.42985423 0.67863702 0.56804318] [ 0.64795502 0.44540068 0.45859241 0.30831092 0.29705768] [ 0.3442393 0.48879993 0.44052742 0.89143342 0.42633708] [ 0.64829781 0.40173115 0.38559158 0.36130561 0.40729546] [ 0.51472121 0.5459961 0.49280139 0.64011187 0.48496328] [ 0.46064093 0.43592828 0.41013859 0.64277805 0.38138076] [ 0.71779051 0.56312008 0.52367577 0.38472004 0.3719958 ] [ 0.71820077 0.43541952 0.61911018 0.40633568 0.39860479] [ 0.66986092 0.4299117 0.65390932 0.24472111 0.46244581] [ 0.73927343 0.40919063 0.46541187 0.29654711 0.3693576 ] [ 0.30056978 0.34381523 0.46057246 0.77071634 0.40725678] [ 0.58842309 0.39675866 0.5322237 0.45195717 0.47617818] [ 0.66514428 0.46926605 0.54592307 0.35434346 0.48296971] [ 0.65408713 0.6343074 0.35991914 0.74916997 0.38370439] [ 0.39621109 0.55680944 0.52048869 0.73368747 0.54640328] [ 0.55583758 0.39054587 0.52134407 0.4312267 0.40120321] [ 0.57018236 0.49424025 0.56165132 0.58335905 0.53978132] [ 0.63894088 0.49562008 0.50740897 0.44881809 0.4569678 ] [ 0.32692507 0.55027249 0.52480759 0.64912588 0.47943119] [ 0.37676819 0.43791026 0.62867318 0.81039159 0.43631223] Progress: 6.2% ... Training loss: 0.819 ... Validation loss: 1.319[ 0.21902456 0.46872431 0.44556828 0.79502964 0.43918558] [ 0.25573973 0.53510628 0.54023787 0.84548847 0.59423229] [ 0.45961957 0.47036193 0.46487706 0.6971383 0.49348728] [ 0.44164877 0.40038249 0.41976047 0.49645 0.67286925] [ 0.1669303 0.40809615 0.48394634 0.90148342 0.57292319] [ 0.5161855 0.46289299 0.49266738 0.49388483 0.49405775] [ 0.48534612 0.36843602 0.52784081 0.57855453 0.38681807] [ 0.69255566 0.40691844 0.56751308 0.26599919 0.45128693] [ 0.38906715 0.54739135 0.44856372 0.63531328 0.52958765] [ 0.56808832 0.40006682 0.52428284 0.48102867 0.54688716] [ 0.25093999 0.42578262 0.49670971 0.7791708 0.44217871] [ 0.56823106 0.34191471 0.51337888 0.45936565 0.46333606] [ 0.56328086 0.56335433 0.48705525 0.73868445 0.38849552] [ 0.32299356 0.46568001 0.51679837 0.70726772 0.40374702] [ 0.59831659 0.44372494 0.4969048 0.44600509 0.50487249] [ 0.64026847 0.29252571 0.38418372 0.31043913 0.43535589] [ 0.67647722 0.56825706 0.38856388 0.4357201 0.3152887 ] [ 0.35293206 0.55881051 0.53885303 0.80614538 0.50721636] [ 0.37576756 0.46483772 0.4122927 0.736735 0.45073184] [ 0.25539248 0.39001515 0.44872912 0.85364661 0.51351865] [ 0.55107036 0.47264336 0.48148718 0.4056531 0.44558876] [ 0.45483091 0.33560987 0.48652463 0.74660389 0.33807782] [ 0.52584489 0.50100312 0.60580432 0.46637322 0.32125701] [ 0.41069752 0.44000061 0.59146701 0.58984104 0.58089092] [ 0.37029487 0.49878496 0.50734188 0.70446004 0.41816558] [ 0.68835358 0.56228904 0.53146361 0.45751318 0.4332181 ] [ 0.71047657 0.30419408 0.4538307 0.30095512 0.39628546] [ 0.45165444 0.59963936 0.54142997 0.68004944 0.4561865 ] [ 0.70110092 0.40857393 0.53689765 0.23527481 0.40615897] [ 0.55453955 0.50049267 0.38254172 0.42301214 0.47285836] [ 0.75129655 0.56543192 0.4299619 0.4379919 0.34859864] [ 0.57665248 0.56132743 0.51510544 0.40088906 0.51344848] [ 0.72483922 0.51602458 0.53339043 0.25910391 0.36090239] [ 0.6059738 0.49789687 0.44837429 0.31382399 0.38564208] [ 0.71048498 0.43866176 0.52463645 0.16986469 0.45721391] [ 0.48750888 0.57296922 0.4587778 0.67040467 0.33886913] [ 0.28858651 0.53094623 0.52960152 0.85506539 0.53516742] [ 0.52750904 0.43046741 0.51547423 0.43977834 0.39678421] [ 0.55087859 0.36400506 0.52686725 0.46840277 0.32466788] [ 0.3892731 0.57090402 0.59878031 0.8205273 0.57896576] [ 0.38709748 0.34999315 0.35980332 0.77785322 0.34488402] [ 0.49821013 0.40353286 0.39369944 0.5141874 0.36488779] [ 0.56313614 0.60377007 0.35328733 0.62857905 0.31162466] [ 0.54124749 0.51532859 0.41041517 0.5880702 0.49873646] [ 0.50632983 0.51380189 0.37412283 0.56444142 0.33052729] [ 0.54128769 0.46400286 0.53558149 0.67086473 0.49386549] [ 0.71239281 0.51036187 0.45636361 0.27161994 0.40215764] [ 0.36213336 0.64019044 0.39535357 0.80860205 0.47361208] [ 0.59962152 0.66431181 0.42362185 0.60016016 0.4840198 ] [ 0.71702227 0.48153248 0.51251846 0.43399059 0.29382289] [ 0.36310628 0.42078377 0.59142894 0.68403904 0.56680678] [ 0.40979099 0.5430897 0.35247066 0.79983523 0.49601284] [ 0.56740523 0.5000776 0.47820023 0.50570803 0.47365551] [ 0.46740234 0.49518863 0.56990687 0.5532624 0.48687764] [ 0.42876182 0.49757613 0.49335579 0.53301267 0.52444883] [ 0.58307909 0.64541256 0.38991096 0.45430983 0.53079564] [ 0.41075523 0.50925636 0.42817303 0.48545155 0.46615823] [ 0.53899776 0.51704737 0.54227748 0.61431414 0.46865261] [ 0.32603624 0.55302949 0.3750491 0.62945635 0.44523657] [ 0.52943829 0.45107946 0.55252736 0.28864535 0.57887131] [ 0.74516648 0.39887689 0.55481125 0.27625771 0.47075455] [ 0.67466503 0.35480211 0.48784527 0.34334 0.33989069] [ 0.64346812 0.35792687 0.56478929 0.54689701 0.45049364] [ 0.66405834 0.4321424 0.44463158 0.37520407 0.47581096] [ 0.41026155 0.4073702 0.50582869 0.44055062 0.54379848] [ 0.60399239 0.4052169 0.59955209 0.34194878 0.36291834] [ 0.37395742 0.37264776 0.56404608 0.76880157 0.51156947] [ 0.64674928 0.57630283 0.41718633 0.60094387 0.45871747] [ 0.35282882 0.48594295 0.36998147 0.74781319 0.47582817] [ 0.58114519 0.47952397 0.46645519 0.47514135 0.45520986] [ 0.54208113 0.44276213 0.48978496 0.38034782 0.46559885] [ 0.64078051 0.49207347 0.45308861 0.43788933 0.49295783] [ 0.48095488 0.31505985 0.54946794 0.76226558 0.42874688] [ 0.43614342 0.36745836 0.58055715 0.47469593 0.43847869] [ 0.64694227 0.62416807 0.45052533 0.47810787 0.30121254] [ 0.37852994 0.5230064 0.48680801 0.75520229 0.38051146] [ 0.60604052 0.64321816 0.4121437 0.61116085 0.37447065] [ 0.48664609 0.43204105 0.52203909 0.52317145 0.4127259 ] [ 0.55893396 0.66575736 0.305388 0.64791953 0.3897343 ] [ 0.63155269 0.51496625 0.43637092 0.45710532 0.40702913] [ 0.4827251 0.41378038 0.62674928 0.4831064 0.64659594] [ 0.6364336 0.55643605 0.41116751 0.56620739 0.43091461] [ 0.73668111 0.47030827 0.49585089 0.3429987 0.40237174] [ 0.68228868 0.38454302 0.36090562 0.3872208 0.41432433] [ 0.71288727 0.42789172 0.42891888 0.25222008 0.29818952] [ 0.44930419 0.43597502 0.44818929 0.72271401 0.33780697] [ 0.58610758 0.35875232 0.45398733 0.43624132 0.53804562] [ 0.6350057 0.45059763 0.53586695 0.34135296 0.61511612] [ 0.41913143 0.48839068 0.40491497 0.8206848 0.35489488] [ 0.7584527 0.53292728 0.47275542 0.26889163 0.44595971] [ 0.68096379 0.43180138 0.6133987 0.34624064 0.51335138] [ 0.35433246 0.52586669 0.5039877 0.76606792 0.40480021] [ 0.47441089 0.51840036 0.40206981 0.51363222 0.48631546] [ 0.63297791 0.32003442 0.69413385 0.37536375 0.41257471] [ 0.51232768 0.40960103 0.52901304 0.56200431 0.40376687] [ 0.50976824 0.47466749 0.3736861 0.61043954 0.45876689] [ 0.51084029 0.5274544 0.43129057 0.57621828 0.36765659] [ 0.72670251 0.55501965 0.56990861 0.19937982 0.49190302] [ 0.76725935 0.52663228 0.45661458 0.56394696 0.33999875] [ 0.55765171 0.54838387 0.53006973 0.55836588 0.38207957] [ 0.41244575 0.46563972 0.44485328 0.63364651 0.61187837] [ 0.48399192 0.59177962 0.35912012 0.73634379 0.42162118] [ 0.62975392 0.41703492 0.55809406 0.33462371 0.40447371] [ 0.73865909 0.37698113 0.45213172 0.26755005 0.35234825] [ 0.31905251 0.54984059 0.498692 0.75558962 0.44424055] [ 0.52731055 0.37222888 0.63869766 0.54986413 0.47144914] [ 0.24119425 0.48747162 0.52473059 0.81014848 0.44020313] [ 0.46985744 0.57032778 0.59803695 0.54376976 0.58174829] [ 0.41431056 0.58320747 0.51802373 0.71682376 0.48906602] [ 0.72871712 0.54004626 0.59790063 0.33547022 0.47314769] [ 0.71496523 0.46643519 0.57935108 0.35063513 0.46982599] [ 0.62311388 0.5828925 0.40359201 0.60348578 0.38236033] [ 0.5346908 0.41103692 0.51988228 0.46526116 0.40132356] [ 0.73372255 0.47214174 0.60045606 0.37291666 0.40126738] [ 0.6334275 0.5136401 0.38876996 0.2624728 0.37908767] [ 0.46145434 0.38967234 0.55951955 0.47890558 0.34509988] [ 0.44291358 0.62432215 0.56426753 0.58005152 0.56484173] [ 0.37156447 0.45651275 0.50917764 0.59267119 0.49364502] [ 0.54890442 0.51984593 0.41165755 0.47645724 0.46861038] [ 0.60174671 0.45905437 0.44201359 0.58396148 0.33061745] [ 0.37249737 0.4254918 0.56159457 0.73786108 0.42952384] [ 0.5920137 0.52727344 0.43955162 0.53781752 0.39049443] [ 0.63844903 0.44806591 0.50066186 0.44461927 0.54498641] [ 0.45386455 0.59068813 0.5120003 0.83999566 0.5232752 ] [ 0.53888697 0.59342898 0.34485099 0.79021726 0.30312234] [ 0.40955616 0.50362869 0.43425381 0.72041069 0.51304957] [ 0.56819095 0.49470446 0.45485641 0.4477879 0.44991637] [ 0.60095665 0.47606144 0.65333389 0.39938931 0.51768588] Progress: 6.3% ... Training loss: 0.818 ... Validation loss: 1.318[ 0.79602419 0.50761402 0.46977884 0.23818706 0.38145415] [ 0.63016895 0.3277413 0.58759622 0.34589995 0.60406245] [ 0.51391945 0.6736523 0.27535335 0.74892704 0.36243457] [ 0.47428723 0.55632043 0.61023039 0.51235978 0.47918874] [ 0.8042607 0.49257493 0.58061072 0.30322844 0.41191235] [ 0.43488254 0.41941282 0.46246032 0.52206048 0.72539888] [ 0.46185376 0.47572194 0.44342491 0.79048423 0.57989795] [ 0.54605584 0.39786605 0.48723374 0.60514129 0.49914924] [ 0.60000441 0.54609931 0.44301982 0.45918444 0.44050935] [ 0.6290014 0.44213794 0.58424847 0.55632456 0.39177141] [ 0.51501802 0.36625281 0.54851463 0.54600265 0.62755218] [ 0.80755507 0.45999376 0.49432631 0.19813839 0.33146326] [ 0.4958712 0.4754297 0.36854022 0.38604464 0.44439877] [ 0.52148646 0.52084861 0.46864407 0.67817392 0.33300004] [ 0.41834807 0.38869149 0.51822581 0.51979147 0.43647445] [ 0.30951256 0.50446161 0.49537631 0.74713884 0.47967782] [ 0.49586702 0.51612364 0.3809839 0.71907298 0.5325041 ] [ 0.66243923 0.42377387 0.54253716 0.29804138 0.55048494] [ 0.6487432 0.36978835 0.62458474 0.2326236 0.42765261] [ 0.22419747 0.35020536 0.43019343 0.76630095 0.5194 ] [ 0.72130288 0.44325093 0.51560707 0.45496856 0.32753033] [ 0.46779467 0.4717197 0.3816217 0.75217638 0.28729688] [ 0.47817442 0.54537579 0.48170706 0.7976979 0.33716031] [ 0.56396494 0.51433433 0.50825338 0.57370019 0.35444547] [ 0.52001221 0.52768925 0.57533569 0.55511325 0.35767771] [ 0.41774759 0.51139393 0.39583206 0.61950549 0.49452355] [ 0.64361181 0.40655085 0.59079807 0.47628476 0.49085267] [ 0.33519234 0.47885796 0.54023781 0.8422315 0.5254601 ] [ 0.40007231 0.56219019 0.4661636 0.72528702 0.45799316] [ 0.3014647 0.33932942 0.53028223 0.70668322 0.55492149] [ 0.53687722 0.4167971 0.57507882 0.50879524 0.46921032] [ 0.44262602 0.47449037 0.55398838 0.63073375 0.65578161] [ 0.69703388 0.44493872 0.56109178 0.26228291 0.49215745] [ 0.53848409 0.51726533 0.54223884 0.61451748 0.46873147] [ 0.52509208 0.54483864 0.3565458 0.49516257 0.37247415] [ 0.51240284 0.48832271 0.53664876 0.61898782 0.51771177] [ 0.56422619 0.41416894 0.54333059 0.4506029 0.51238656] [ 0.56576461 0.4588698 0.48543281 0.50432057 0.53722204] [ 0.54702971 0.49133005 0.44915893 0.48674967 0.45092162] [ 0.51524206 0.51922165 0.53654064 0.57136581 0.53027826] [ 0.3040286 0.32096845 0.57489671 0.76204352 0.57869845] [ 0.52801684 0.45811439 0.53209766 0.75514752 0.40314351] [ 0.61336184 0.53878149 0.52278595 0.5333577 0.43249614] [ 0.28286467 0.36479769 0.46863937 0.8453362 0.37853882] [ 0.47872996 0.54990582 0.39774917 0.65316003 0.38196925] [ 0.41551955 0.54638715 0.55925285 0.58846346 0.54987373] [ 0.51163881 0.60332698 0.45724033 0.63942744 0.44092666] [ 0.51218004 0.41648642 0.64236131 0.63644312 0.32628995] [ 0.59045173 0.45557251 0.47585364 0.35768424 0.38621833] [ 0.68051457 0.5866981 0.52871754 0.66413352 0.46990702] [ 0.56855877 0.50909017 0.39566266 0.47530703 0.34703122] [ 0.44113065 0.40958266 0.48361555 0.58302537 0.4019245 ] [ 0.40514297 0.49236763 0.56415313 0.55282453 0.59104855] [ 0.56580178 0.43703166 0.57199477 0.38516161 0.46383966] [ 0.33605287 0.40557341 0.56352744 0.78018153 0.5043825 ] [ 0.63969611 0.56916213 0.57065152 0.45671504 0.46544418] [ 0.34320085 0.55360448 0.47701671 0.70491592 0.51147033] [ 0.50348411 0.47806303 0.37066917 0.53440544 0.45313029] [ 0.30904552 0.55647051 0.41830124 0.80409165 0.47388783] [ 0.27238805 0.50140654 0.45042158 0.82201892 0.51702466] [ 0.47521672 0.33872802 0.41378585 0.51300949 0.38850443] [ 0.631891 0.64045073 0.39772575 0.40713808 0.37394708] [ 0.7485969 0.53982855 0.55692821 0.43976931 0.44041713] [ 0.43272794 0.57404524 0.44463499 0.66348663 0.46850819] [ 0.60728304 0.47251325 0.46937662 0.44783641 0.40434618] [ 0.5520238 0.47431799 0.44997946 0.61785477 0.45532 ] [ 0.50152028 0.42753012 0.57341499 0.35605828 0.46543935] [ 0.74718331 0.43879997 0.4183301 0.29844075 0.33833098] [ 0.36997983 0.63969098 0.37097791 0.78120928 0.52411556] [ 0.31760254 0.54356312 0.41180779 0.64819539 0.48150137] [ 0.31229613 0.47894694 0.62058161 0.62427303 0.52214147] [ 0.53006347 0.46980189 0.53128667 0.50467897 0.44931563] [ 0.55416141 0.40951518 0.51072647 0.32980324 0.55722018] [ 0.58062369 0.50767277 0.47666451 0.74751752 0.49370885] [ 0.49578658 0.65999979 0.39733273 0.73948063 0.48299686] [ 0.58694083 0.52147329 0.44258379 0.44976293 0.33003031] [ 0.43756273 0.49603654 0.61464102 0.69279646 0.42759692] [ 0.42542983 0.52650123 0.42189147 0.56718407 0.45672493] [ 0.76097609 0.40828604 0.53777438 0.21014813 0.30997387] [ 0.55270797 0.47204731 0.54988966 0.41369658 0.54151483] [ 0.43400459 0.34267436 0.59710221 0.51091275 0.62986861] [ 0.73282608 0.47300213 0.51955455 0.40745295 0.50926332] [ 0.36949626 0.43122025 0.50912045 0.51921477 0.57264467] [ 0.64616043 0.42445114 0.42774237 0.4045617 0.46066502] [ 0.60229741 0.3725751 0.50322654 0.41026785 0.47641921] [ 0.64608477 0.57219844 0.38667975 0.56797603 0.37659426] [ 0.43851644 0.50769492 0.44891254 0.76169313 0.33356747] [ 0.57538424 0.43504794 0.53658589 0.50940085 0.48406373] [ 0.51795441 0.44950476 0.332042 0.53128945 0.50355879] [ 0.40122599 0.66347633 0.32990286 0.76974691 0.40310603] [ 0.32973651 0.50061409 0.42018973 0.71881067 0.36766224] [ 0.6448857 0.43794278 0.51531897 0.4847577 0.32875011] [ 0.74720739 0.53162834 0.55557668 0.23507459 0.46969392] [ 0.43088386 0.45485597 0.42723096 0.47975811 0.40373661] [ 0.43529055 0.40343672 0.52807876 0.55926031 0.61189355] [ 0.32206181 0.42282848 0.59829575 0.53398721 0.62009647] [ 0.5142378 0.56389972 0.4719944 0.58231704 0.48692669] [ 0.7485969 0.53982855 0.55692821 0.43976931 0.44041713] [ 0.70505417 0.38534998 0.43946605 0.23530113 0.33169908] [ 0.73209621 0.54008062 0.55963325 0.30766206 0.43730199] [ 0.70880237 0.45018503 0.5745089 0.299045 0.43804032] [ 0.50034331 0.38565721 0.58746021 0.62918965 0.34478314] [ 0.50052181 0.44029894 0.37294048 0.615144 0.4149398 ] [ 0.4863613 0.37778855 0.63742527 0.52463724 0.4038899 ] [ 0.6880671 0.41403757 0.46724366 0.2788517 0.38718358] [ 0.46195582 0.48621914 0.42519733 0.79641917 0.47079582] [ 0.72676752 0.55897324 0.53477849 0.3278003 0.43470555] [ 0.60432532 0.48779699 0.43387521 0.49173106 0.45843681] [ 0.61781789 0.50876903 0.50123699 0.3033974 0.35741683] [ 0.48583966 0.48798787 0.36653002 0.537806 0.50219496] [ 0.41733204 0.35638306 0.56294567 0.55687704 0.4295558 ] [ 0.7586027 0.43643152 0.44128361 0.28911967 0.33624143] [ 0.74488727 0.49395192 0.41959776 0.2190135 0.29248567] [ 0.49731624 0.4288491 0.50530466 0.30041838 0.47546346] [ 0.31760212 0.48555559 0.50380382 0.82483778 0.50192038] [ 0.5313895 0.54602069 0.39475238 0.42523598 0.35576376] [ 0.3906919 0.58136543 0.38520032 0.72714075 0.56122903] [ 0.3997895 0.43641447 0.49289566 0.75036381 0.35445707] [ 0.40564099 0.43498138 0.54249575 0.74898983 0.38018209] [ 0.4022443 0.41115411 0.63994902 0.62488218 0.49711327] [ 0.631036 0.4561428 0.52127497 0.31162555 0.46297103] [ 0.3952562 0.43147749 0.53819326 0.55432426 0.49065696] [ 0.65489124 0.63392365 0.35999688 0.74859044 0.38355792] [ 0.68743123 0.43810741 0.41817446 0.33136889 0.37263516] [ 0.38273897 0.58284266 0.51646635 0.65934883 0.51960753] [ 0.71467582 0.49076698 0.58296209 0.28639014 0.43006992] [ 0.72052437 0.4898652 0.35507617 0.30310179 0.27243985] [ 0.48005455 0.39495072 0.55034479 0.45001287 0.56074128] Progress: 6.3% ... Training loss: 0.816 ... Validation loss: 1.321[ 0.55118178 0.43288723 0.44709535 0.48514273 0.39813727] [ 0.7441752 0.39527869 0.57458933 0.30907614 0.33415735] [ 0.64680227 0.46497962 0.57335652 0.37181999 0.52868133] [ 0.47843208 0.42247149 0.44274218 0.62046307 0.32902877] [ 0.57510726 0.52094881 0.5638317 0.23559028 0.42490574] [ 0.56357996 0.35793464 0.65170088 0.54445938 0.32234294] [ 0.66686748 0.51254894 0.46157827 0.4193803 0.45583607] [ 0.29051109 0.49879552 0.44048968 0.77063934 0.38472486] [ 0.63115782 0.49102792 0.38358109 0.51715961 0.39956672] [ 0.66360079 0.50663761 0.57702102 0.33838961 0.51282763] [ 0.38208105 0.49534498 0.547145 0.79315823 0.39621904] [ 0.53001143 0.47610933 0.470271 0.32069409 0.4861306 ] [ 0.70256123 0.41222853 0.52132587 0.23142953 0.3378876 ] [ 0.65613033 0.37430385 0.46209768 0.53593268 0.29634754] [ 0.35631246 0.47465671 0.51278392 0.71481678 0.58167996] [ 0.56937388 0.39447946 0.47105882 0.56694 0.36521793] [ 0.52984106 0.38181672 0.43242595 0.40709938 0.42052187] [ 0.71659863 0.48861841 0.5275825 0.16343811 0.44646719] [ 0.67998647 0.4348046 0.40159321 0.3746184 0.42859018] [ 0.64524978 0.58277352 0.54504506 0.45763687 0.4365626 ] [ 0.47387109 0.45884992 0.42130429 0.31186999 0.45807127] [ 0.61120732 0.44124973 0.42569179 0.51113546 0.492799 ] [ 0.56158172 0.44200852 0.58992212 0.32215229 0.54175125] [ 0.53413257 0.41362489 0.50451081 0.37642073 0.66267954] [ 0.63856043 0.57404366 0.57198975 0.52753127 0.35679359] [ 0.51022743 0.39303535 0.60179004 0.50059089 0.51662487] [ 0.52590669 0.46365716 0.50028838 0.56828527 0.51360421] [ 0.393716 0.61673292 0.3641192 0.659743 0.4271328 ] [ 0.6823215 0.4012368 0.5940645 0.1637288 0.44067545] [ 0.41146684 0.53928492 0.46847399 0.58993693 0.38387259] [ 0.55120996 0.37658266 0.51159521 0.64558514 0.39293993] [ 0.64479593 0.43798782 0.51531016 0.48477156 0.32876993] [ 0.78597767 0.5618621 0.47801663 0.41162615 0.39597112] [ 0.58121424 0.38090004 0.56035373 0.50989379 0.44056224] [ 0.44230164 0.46930561 0.57333594 0.73295732 0.46444793] [ 0.5412855 0.45646904 0.42898783 0.33051861 0.36324581] [ 0.72992056 0.38916579 0.46692259 0.30191045 0.45514772] [ 0.55004456 0.50396819 0.42169036 0.65002471 0.31265408] [ 0.44332895 0.54395821 0.57619566 0.77897581 0.45269396] [ 0.63815381 0.54699295 0.55351536 0.57769021 0.38097853] [ 0.51032137 0.41198354 0.34703864 0.54211047 0.49891737] [ 0.37655883 0.42599944 0.47446474 0.57957179 0.47009041] [ 0.25867957 0.33238399 0.49363118 0.8065204 0.38895719] [ 0.52757673 0.4735472 0.4311697 0.30448748 0.44195371] [ 0.30078931 0.46599007 0.5101861 0.74575292 0.41071263] [ 0.53422692 0.39035541 0.39199579 0.53461402 0.39295461] [ 0.64018895 0.58706074 0.48404771 0.58161346 0.38153546] [ 0.47872395 0.44320636 0.39155533 0.6717356 0.49027831] [ 0.4098648 0.4331964 0.54046685 0.74637275 0.46999641] [ 0.64183253 0.38804252 0.47093874 0.14087604 0.32657891] [ 0.63338349 0.41670947 0.41040327 0.28631484 0.35158318] [ 0.31522728 0.3079221 0.54481599 0.53687373 0.60222936] [ 0.26027083 0.40189332 0.55089253 0.6741718 0.43403215] [ 0.63008803 0.34475138 0.61627257 0.29052569 0.43558645] [ 0.46719239 0.5655163 0.57686613 0.51695536 0.49992199] [ 0.41614727 0.40332345 0.62066118 0.71240825 0.32224305] [ 0.66627835 0.39844833 0.46526155 0.19781957 0.38215264] [ 0.47395786 0.64492833 0.43226642 0.66086067 0.42225171] [ 0.51425184 0.41126923 0.55531219 0.65409127 0.31692429] [ 0.63202034 0.4976484 0.58662753 0.52700904 0.40759238] [ 0.33429167 0.37013754 0.55188988 0.68457108 0.42720589] [ 0.48639358 0.45897882 0.65346769 0.54215561 0.44270287] [ 0.64900842 0.49799833 0.41565881 0.57782815 0.40361658] [ 0.39222466 0.58285123 0.56551444 0.72156358 0.56097585] [ 0.37492866 0.46761742 0.55254131 0.62185945 0.39993501] [ 0.60247863 0.58758269 0.50032969 0.571127 0.34088823] [ 0.59781856 0.44491743 0.33279593 0.42547558 0.51030742] [ 0.44432077 0.45977367 0.4395424 0.76447316 0.3042082 ] [ 0.65196089 0.4552045 0.54132954 0.24204815 0.39204387] [ 0.58635945 0.52135558 0.54228244 0.47671458 0.48570112] [ 0.53606691 0.59462639 0.34463772 0.79098237 0.30351477] [ 0.63575361 0.55176091 0.48078897 0.56115242 0.32743438] [ 0.34394559 0.35763855 0.63349844 0.47430411 0.47432249] [ 0.56766196 0.60705521 0.31141591 0.66692792 0.45405725] [ 0.33146287 0.6686021 0.32801753 0.75444993 0.44512467] [ 0.79766031 0.39899259 0.68216427 0.18470651 0.38971226] [ 0.5770316 0.43314841 0.49207641 0.49516883 0.57322999] [ 0.57161355 0.49799029 0.49547485 0.554421 0.31084864] [ 0.71904047 0.40273982 0.53396533 0.26182285 0.34556663] [ 0.36677523 0.5257752 0.59485138 0.63832521 0.55115882] [ 0.564941 0.49045307 0.44217582 0.50366129 0.32392522] [ 0.35657449 0.36082569 0.54309974 0.70436182 0.42944462] [ 0.54478305 0.39658693 0.40318422 0.50336791 0.51401 ] [ 0.51275458 0.59823952 0.3641231 0.62029841 0.35556684] [ 0.56032663 0.44777588 0.42123135 0.56151044 0.43566713] [ 0.52834702 0.58331636 0.56806693 0.38907313 0.62558594] [ 0.22293015 0.46680161 0.40176998 0.80509357 0.42806424] [ 0.62869026 0.50833617 0.39704663 0.418949 0.37012141] [ 0.71023864 0.38052371 0.47246531 0.23593894 0.31590047] [ 0.66538775 0.37931898 0.5208572 0.32061824 0.39192449] [ 0.59865668 0.48607587 0.51202731 0.40052048 0.51235815] [ 0.59507526 0.4412616 0.48654506 0.36812385 0.36545663] [ 0.53796923 0.42404553 0.50344399 0.70126859 0.39669957] [ 0.51818454 0.51281868 0.46447741 0.63719394 0.41722512] [ 0.46227702 0.41117687 0.69479711 0.54537915 0.45469473] [ 0.64015222 0.47839228 0.32775369 0.53403282 0.39119841] [ 0.52929643 0.34806372 0.5260188 0.49156216 0.60135929] [ 0.33285823 0.56870845 0.35750561 0.83301478 0.38111414] [ 0.66490698 0.49966237 0.49542786 0.34444909 0.43476234] [ 0.26053982 0.48321038 0.48189183 0.87799115 0.43450211] [ 0.37337734 0.3888726 0.48940507 0.73147274 0.40789345] [ 0.66459334 0.39521737 0.58078778 0.30531883 0.45770079] [ 0.47193974 0.4671045 0.62312739 0.66864052 0.47399569] [ 0.50932217 0.41316426 0.61702543 0.32102935 0.6172098 ] [ 0.33467295 0.58908922 0.46368315 0.64689498 0.36030787] [ 0.66084824 0.54150783 0.56831738 0.42522421 0.44962851] [ 0.62922725 0.59480854 0.51851284 0.50912544 0.58537086] [ 0.58437837 0.31199902 0.58631607 0.3726704 0.65032674] [ 0.66253833 0.42970064 0.4139512 0.42817386 0.40421832] [ 0.68840636 0.46056379 0.54553128 0.25515266 0.41194589] [ 0.46719239 0.5655163 0.57686613 0.51695536 0.49992199] [ 0.73767895 0.57345421 0.52694215 0.50341481 0.34330221] [ 0.31607551 0.34579588 0.52539901 0.77312841 0.56226404] [ 0.6900866 0.58790134 0.45156137 0.36213812 0.40929917] [ 0.38108592 0.46674111 0.43250466 0.68158473 0.55588968] [ 0.4912962 0.54468752 0.38402125 0.63223944 0.47137233] [ 0.73376509 0.48070199 0.55653274 0.29721338 0.38870678] [ 0.52025786 0.47326346 0.69445707 0.53121407 0.44427747] [ 0.59694028 0.46270422 0.40478676 0.42733705 0.33750238] [ 0.48893349 0.41923076 0.46637661 0.65754488 0.27303599] [ 0.34973073 0.40648712 0.52913691 0.68215555 0.43661538] [ 0.28786488 0.46137679 0.62943743 0.78127563 0.52502981] [ 0.4723893 0.34539826 0.47274695 0.49434725 0.44896637] [ 0.67118015 0.42353914 0.48119561 0.27271741 0.43404726] [ 0.67059371 0.52055858 0.60657225 0.24793836 0.47584815] [ 0.32091415 0.43163379 0.61919531 0.75659439 0.44621172] [ 0.66064541 0.47398037 0.57450072 0.36154131 0.4903504 ] [ 0.77679189 0.58214212 0.52143225 0.44695416 0.39691306] Progress: 6.4% ... Training loss: 0.815 ... Validation loss: 1.318[ 0.70254448 0.52456553 0.48938478 0.36686772 0.35511361] [ 0.56155753 0.40633158 0.57850669 0.27487409 0.57156602] [ 0.26364758 0.42275807 0.49587452 0.70863925 0.50720359] [ 0.46585275 0.37531796 0.55409823 0.67160711 0.35301342] [ 0.57508956 0.42260787 0.44691154 0.4024473 0.54486512] [ 0.55649181 0.47106696 0.45217847 0.37044469 0.4248323 ] [ 0.37974361 0.39478411 0.46860867 0.64317735 0.39505722] [ 0.62012048 0.51203491 0.66775275 0.47592772 0.40291037] [ 0.52029387 0.53197697 0.41417651 0.51919577 0.30029842] [ 0.65394964 0.40503442 0.47825627 0.38600235 0.56026906] [ 0.40076128 0.44933543 0.43568427 0.59947008 0.67814705] [ 0.45514961 0.36142167 0.3687212 0.65903843 0.49366622] [ 0.67613645 0.38702513 0.42022029 0.23721312 0.37636824] [ 0.42605481 0.62991864 0.36341166 0.76028752 0.3560672 ] [ 0.77126308 0.51811965 0.55035049 0.28837249 0.41906876] [ 0.63711703 0.47113464 0.37692564 0.36413332 0.46822364] [ 0.53774996 0.48135521 0.3978977 0.5153876 0.40036422] [ 0.26981341 0.35688249 0.52511771 0.81179788 0.43523244] [ 0.36289369 0.66045067 0.34412876 0.80018151 0.45419141] [ 0.74079256 0.44003525 0.43221727 0.39480201 0.35206025] [ 0.6038676 0.48227179 0.4286721 0.49785561 0.3872461 ] [ 0.54583265 0.6024118 0.27899213 0.80085116 0.41883039] [ 0.35200389 0.48952575 0.44261878 0.79589297 0.34615561] [ 0.44689606 0.42350733 0.4887091 0.70098375 0.49974652] [ 0.58790659 0.38301307 0.57789817 0.34728476 0.42068373] [ 0.41711934 0.53168087 0.52045498 0.67046161 0.30390053] [ 0.52468425 0.47923994 0.4111651 0.47210383 0.30304411] [ 0.35765576 0.40241283 0.62408756 0.68887775 0.55371488] [ 0.57978813 0.61737612 0.50022784 0.49672692 0.36261259] [ 0.56619731 0.359184 0.48883888 0.54184766 0.51911025] [ 0.51382373 0.42659929 0.6076736 0.51044891 0.51209256] [ 0.50050801 0.54831141 0.45799289 0.63439584 0.31555968] [ 0.31534617 0.56990649 0.48807702 0.6697701 0.3622279 ] [ 0.64325424 0.58725254 0.58911033 0.56845042 0.40331255] [ 0.68725203 0.42716498 0.50592695 0.4257397 0.48133388] [ 0.59510276 0.64207825 0.36894425 0.67097892 0.32225835] [ 0.27064829 0.45724196 0.58679596 0.77291971 0.53826877] [ 0.54342797 0.5548712 0.53420925 0.48930371 0.47441937] [ 0.66596815 0.53487994 0.54785421 0.4257289 0.44827415] [ 0.52858011 0.29574829 0.44424088 0.50606067 0.56282152] [ 0.47139741 0.61340153 0.40138334 0.77561887 0.41844636] [ 0.33325202 0.37855258 0.47985211 0.43766258 0.72895892] [ 0.44076542 0.47078066 0.48406088 0.45013818 0.41914294] [ 0.39368182 0.30340386 0.50842294 0.47861654 0.55888981] [ 0.48352158 0.5040807 0.52500301 0.48631363 0.50621682] [ 0.59179478 0.59542606 0.36987328 0.61518799 0.41015129] [ 0.30807444 0.39209227 0.51816308 0.68803626 0.49426342] [ 0.50936132 0.46819532 0.56709419 0.55120364 0.37638196] [ 0.33941641 0.47700513 0.49716484 0.63019777 0.44271387] [ 0.54095731 0.45285167 0.43125836 0.56754146 0.43536032] [ 0.57350083 0.46726145 0.56214055 0.46877481 0.47584698] [ 0.55627511 0.56498749 0.51204289 0.51078238 0.4687866 ] [ 0.4172134 0.46342903 0.53074551 0.76482044 0.47005778] [ 0.57034919 0.48114327 0.56650864 0.34583286 0.48826929] [ 0.53849135 0.50978504 0.53291961 0.52246065 0.55051881] [ 0.35732554 0.5549893 0.49686254 0.84720014 0.28964771] [ 0.29569111 0.53288648 0.36247388 0.72108657 0.47969886] [ 0.34728666 0.48862563 0.36949485 0.749968 0.4768145 ] [ 0.6195427 0.47623524 0.4134888 0.4179469 0.37964744] [ 0.63545994 0.5590879 0.59918648 0.48199642 0.4550492 ] [ 0.29339399 0.44118498 0.51768594 0.7804244 0.357207 ] [ 0.57111727 0.51988683 0.44769448 0.63709144 0.34305443] [ 0.36278013 0.56344563 0.43043559 0.72965991 0.41322641] [ 0.34469337 0.49159904 0.6204606 0.75312043 0.47757083] [ 0.73543606 0.48819704 0.47663206 0.27868272 0.31153005] [ 0.482465 0.40203958 0.59402504 0.59410201 0.34469442] [ 0.56313296 0.54046382 0.5065313 0.56325575 0.53468998] [ 0.73250703 0.41467119 0.54356122 0.21134197 0.44646679] [ 0.62380095 0.45822004 0.55326774 0.45903785 0.42503116] [ 0.2170282 0.46544487 0.39784192 0.86008095 0.41637133] [ 0.32679461 0.52783227 0.56329962 0.74137672 0.5236172 ] [ 0.67633113 0.53475537 0.34951334 0.38794841 0.36014909] [ 0.34144455 0.44597944 0.59309205 0.67734949 0.54955542] [ 0.49314886 0.44032746 0.65394287 0.60695064 0.47732074] [ 0.5811291 0.48930545 0.47493532 0.7059431 0.35448543] [ 0.66590537 0.39024296 0.63646697 0.25371515 0.427015 ] [ 0.54419542 0.39762102 0.47563338 0.46438703 0.33188024] [ 0.71318216 0.41471237 0.48593185 0.39681217 0.47586332] [ 0.34345012 0.57092846 0.50117989 0.72594141 0.52250283] [ 0.51940722 0.49000123 0.48005737 0.55194514 0.59708025] [ 0.59728645 0.66229926 0.31568171 0.52864591 0.34429293] [ 0.54486742 0.39654868 0.40319376 0.50329665 0.51399315] [ 0.59892725 0.52143171 0.64712286 0.4534669 0.46687917] [ 0.6005411 0.40919317 0.48753868 0.3235409 0.41089407] [ 0.43189285 0.59797987 0.38635941 0.82595387 0.47134142] [ 0.33393282 0.42771889 0.48686989 0.83231606 0.36806323] [ 0.54936152 0.44125174 0.56783465 0.39324039 0.55371935] [ 0.24393461 0.50293841 0.33766804 0.90276439 0.4078786 ] [ 0.59760086 0.59302052 0.50251602 0.60165318 0.47697696] [ 0.64707059 0.53397369 0.49082625 0.38197685 0.53355507] [ 0.7799421 0.42064569 0.47236671 0.29615695 0.34377515] [ 0.47638065 0.35240806 0.59881938 0.79053977 0.36467553] [ 0.51417031 0.4480324 0.5357642 0.67451549 0.41298338] [ 0.52464706 0.42319877 0.55081642 0.54093835 0.63905785] [ 0.71429803 0.53184241 0.3939022 0.36073504 0.34060859] [ 0.56495952 0.36109856 0.68863169 0.51100178 0.42557775] [ 0.67810912 0.48279846 0.35116501 0.44177638 0.37970473] [ 0.53448983 0.53719036 0.40419768 0.42233038 0.433621 ] [ 0.27723404 0.34754093 0.468965 0.85447451 0.37391219] [ 0.47180191 0.52876414 0.57323752 0.46705701 0.55959753] [ 0.66754894 0.50155491 0.52299836 0.60487216 0.33328395] [ 0.37939787 0.48839261 0.41811394 0.6901204 0.46403448] [ 0.27211538 0.52143132 0.44236287 0.87084838 0.37982885] [ 0.68438176 0.36948301 0.5004475 0.20914627 0.40195861] [ 0.4488524 0.56222496 0.33949845 0.63746855 0.45298178] [ 0.54382483 0.46336715 0.46514818 0.5998166 0.34815021] [ 0.42352519 0.43639713 0.48375244 0.50458656 0.57931742] [ 0.42848412 0.57994344 0.34045603 0.77344644 0.51725528] [ 0.58211568 0.47338887 0.44878902 0.5300601 0.30574215] [ 0.5110983 0.48777828 0.53107517 0.65149232 0.35492422] [ 0.55819972 0.54364001 0.42918799 0.50759894 0.55275784] [ 0.66309948 0.39331095 0.48974469 0.37171243 0.4706936 ] [ 0.41889435 0.61859061 0.37979656 0.83029157 0.59145295] [ 0.2495315 0.52614823 0.44073916 0.7889463 0.53690447] [ 0.53172804 0.42229913 0.51298992 0.34023085 0.43755324] [ 0.73111916 0.42395885 0.51382875 0.26470483 0.46000494] [ 0.50909721 0.43026538 0.43165474 0.49216591 0.3808089 ] [ 0.65437431 0.3300651 0.60470584 0.33465662 0.41947241] [ 0.77421917 0.50530625 0.57890211 0.21871262 0.33233701] [ 0.73164258 0.50455887 0.44395632 0.18714455 0.30825643] [ 0.44384804 0.30990411 0.53744624 0.76279348 0.39971676] [ 0.52872468 0.33343747 0.535574 0.60129219 0.35976463] [ 0.38139925 0.55211718 0.38042119 0.72507691 0.51504235] [ 0.55614255 0.54371774 0.55731377 0.63489936 0.39944751] [ 0.43966118 0.62761755 0.49894659 0.75594479 0.55413523] [ 0.65966915 0.43680422 0.50398438 0.33668779 0.56640088] [ 0.63985679 0.47613827 0.43957635 0.43045597 0.46730486] [ 0.41217598 0.42658001 0.49381746 0.51896049 0.55799524] Progress: 6.5% ... Training loss: 0.814 ... Validation loss: 1.317[ 0.72900572 0.48326512 0.47601111 0.44153257 0.33012311] [ 0.62928772 0.49985833 0.49248546 0.22880238 0.46863498] [ 0.41669072 0.4859614 0.62872599 0.79236925 0.44835738] [ 0.68663751 0.49547735 0.52791274 0.23099042 0.52330017] [ 0.67291099 0.55280068 0.3647584 0.50411065 0.34677167] [ 0.74648668 0.43675685 0.57849612 0.23744109 0.38863326] [ 0.45578675 0.3475962 0.61483427 0.73242165 0.47607156] [ 0.76268583 0.3974309 0.6218929 0.20502809 0.45303231] [ 0.44311638 0.55143654 0.50690949 0.59274512 0.51469428] [ 0.60830584 0.61304985 0.42102078 0.52099869 0.40036367] [ 0.50141028 0.42352847 0.48303627 0.31214636 0.59040156] [ 0.47618331 0.64762379 0.37843484 0.65395614 0.45209972] [ 0.55392229 0.51279321 0.47116343 0.43460191 0.49864326] [ 0.58258579 0.50072941 0.48820184 0.51898296 0.46546035] [ 0.27518558 0.42774982 0.51690707 0.71153239 0.40584643] [ 0.54332234 0.57446073 0.45056698 0.56741493 0.40889606] [ 0.44194112 0.33904013 0.47071984 0.68827215 0.35497048] [ 0.56095602 0.47792422 0.45854387 0.47991557 0.47178905] [ 0.36945259 0.53445587 0.50783812 0.64371073 0.3667195 ] [ 0.63398828 0.31962583 0.69421056 0.37479761 0.41240744] [ 0.21586284 0.45636601 0.59027732 0.92915139 0.59619761] [ 0.7488729 0.46896218 0.53294548 0.35200438 0.45831848] [ 0.68972654 0.4731524 0.57503515 0.39784343 0.38150555] [ 0.66910198 0.41398916 0.47401038 0.44742477 0.45041203] [ 0.57422828 0.44424818 0.53088553 0.40877247 0.37698678] [ 0.23917496 0.49796136 0.49589925 0.86298111 0.58346035] [ 0.79171287 0.51127087 0.38176797 0.30747612 0.34383348] [ 0.5389833 0.41458156 0.47457295 0.5201485 0.43439321] [ 0.45305572 0.52980887 0.44318376 0.68891255 0.50424106] [ 0.51687806 0.44190321 0.46500109 0.63221058 0.3732312 ] [ 0.6355599 0.54341652 0.43422158 0.28830483 0.35089178] [ 0.56996805 0.61758816 0.35335124 0.633848 0.40960249] [ 0.74172296 0.35207417 0.39018905 0.42672046 0.31394278] [ 0.45136307 0.54451252 0.31859669 0.74901804 0.39245035] [ 0.43885659 0.47599157 0.53190328 0.56439082 0.4428957 ] [ 0.41484433 0.46056689 0.51972447 0.44280119 0.51290513] [ 0.2369287 0.45616025 0.41716697 0.81411557 0.54308328] [ 0.61937955 0.60403493 0.52467537 0.59664624 0.43524121] [ 0.61436856 0.42441255 0.48253974 0.24618579 0.38727344] [ 0.53470851 0.39732733 0.53960078 0.65922725 0.41230248] [ 0.59835276 0.37048041 0.41234759 0.53069672 0.44070759] [ 0.6220604 0.44032846 0.44534602 0.44396021 0.50540662] [ 0.69406386 0.32045776 0.47207134 0.39090011 0.37366894] [ 0.35434866 0.45246456 0.52899773 0.84509659 0.35547309] [ 0.54188031 0.5594663 0.44692497 0.53921671 0.47703716] [ 0.46268205 0.42155164 0.63890215 0.54346089 0.3308279 ] [ 0.75442047 0.37461155 0.44735794 0.14919352 0.3994766 ] [ 0.65940799 0.46406033 0.48578016 0.44034719 0.3212901 ] [ 0.47974521 0.48915432 0.43621722 0.68740527 0.52420482] [ 0.46329571 0.4315552 0.43551867 0.82712026 0.44541474] [ 0.50709164 0.46947223 0.4772352 0.59423454 0.44955871] [ 0.66708128 0.5032328 0.47392801 0.53759175 0.53902357] [ 0.48190418 0.35300897 0.50796036 0.6296528 0.50807239] [ 0.47830907 0.4683696 0.4625936 0.84596032 0.43121151] [ 0.40455189 0.4233467 0.54372026 0.52646424 0.50677119] [ 0.37428383 0.36058198 0.49207478 0.78686335 0.46562383] [ 0.39241268 0.52224457 0.53316041 0.78813001 0.47346055] [ 0.50753668 0.53592091 0.38293093 0.52446079 0.35047273] [ 0.66665864 0.50669807 0.37757581 0.6285515 0.33917037] [ 0.54982728 0.45029398 0.62024618 0.38179234 0.50082556] [ 0.52469488 0.44908882 0.47291913 0.5648643 0.41315451] [ 0.35856446 0.55037389 0.43964065 0.80742304 0.38205622] [ 0.65056433 0.49605167 0.53035053 0.27569114 0.45010965] [ 0.50828656 0.37395034 0.51162992 0.53300873 0.47812902] [ 0.69997302 0.38775586 0.62360286 0.24616248 0.47168774] [ 0.32374623 0.46028582 0.50044882 0.86792113 0.51179886] [ 0.51557643 0.51517192 0.44260566 0.55453819 0.55184351] [ 0.54806185 0.44651243 0.52519645 0.75940751 0.40199623] [ 0.58256503 0.47727936 0.43839478 0.33246804 0.44534518] [ 0.68393938 0.51979025 0.42060137 0.39516596 0.36935826] [ 0.4355455 0.44378447 0.47935416 0.79523191 0.36382425] [ 0.43835516 0.42508614 0.59069379 0.76785677 0.40697412] [ 0.60206817 0.36017434 0.52037147 0.34779284 0.45211298] [ 0.57454582 0.46143875 0.37929332 0.38861485 0.34933424] [ 0.44864851 0.51462784 0.37255143 0.4196397 0.476805 ] [ 0.56352746 0.52752819 0.50164131 0.40052398 0.4533728 ] [ 0.72448023 0.41172668 0.49468679 0.1948093 0.42669922] [ 0.63396625 0.38153746 0.46238664 0.45842671 0.44947667] [ 0.49871895 0.36430197 0.45216847 0.71748398 0.55219231] [ 0.83730325 0.46736936 0.45191437 0.3340501 0.38393455] [ 0.63298147 0.49721934 0.58671006 0.52640468 0.40742689] [ 0.63770476 0.44575719 0.59601751 0.21392018 0.48490512] [ 0.51553863 0.50023139 0.46377747 0.4516064 0.38185036] [ 0.74572538 0.50903129 0.58194719 0.23184754 0.52964611] [ 0.55352599 0.46962906 0.45849801 0.41313799 0.44049597] [ 0.60220934 0.44641658 0.39519841 0.51727734 0.35846381] [ 0.24751545 0.56341769 0.47399238 0.8993665 0.52617401] [ 0.40298433 0.54797793 0.36658984 0.74176628 0.42694434] [ 0.35225429 0.52463834 0.54674765 0.76143931 0.49140143] [ 0.4764583 0.4788153 0.44971628 0.4599352 0.47414271] [ 0.22991262 0.49448397 0.48069122 0.89421009 0.51244075] [ 0.57770156 0.43380253 0.54501474 0.53144019 0.52658005] [ 0.54144926 0.4360068 0.41083377 0.65656259 0.39414318] [ 0.59786173 0.41686672 0.52539302 0.24523062 0.48442967] [ 0.37319339 0.38753371 0.43250368 0.62866818 0.59477868] [ 0.23316656 0.46928565 0.48519481 0.78329 0.45319442] [ 0.5211034 0.55412456 0.50965243 0.51578663 0.39175165] [ 0.44530887 0.52928304 0.44157737 0.7543766 0.48105262] [ 0.72350528 0.52708482 0.48067322 0.42506219 0.37847792] [ 0.44432209 0.42553609 0.53453715 0.60465472 0.36888623] [ 0.4173023 0.59176088 0.5295401 0.7227444 0.45770823] [ 0.75833522 0.47821694 0.37141426 0.38342026 0.41617208] [ 0.59511873 0.57936547 0.38009706 0.50853051 0.45678506] [ 0.3295935 0.558849 0.45452909 0.70973335 0.40312226] [ 0.67383147 0.55216638 0.44474874 0.48155716 0.34360812] [ 0.62445998 0.40350889 0.59028131 0.31903759 0.47508494] [ 0.75775872 0.42859745 0.52102193 0.22745921 0.34189328] [ 0.54353761 0.62606282 0.46682059 0.55653803 0.35438999] [ 0.46282544 0.35268302 0.49823321 0.69958392 0.38526914] [ 0.73107937 0.55540696 0.55467644 0.36513594 0.46109441] [ 0.63034778 0.44420756 0.53001358 0.26425895 0.39513652] [ 0.27773177 0.46544985 0.409256 0.84365525 0.47081075] [ 0.68584298 0.43945143 0.5612647 0.37783486 0.34919688] [ 0.39569633 0.40554004 0.51084912 0.66242087 0.37763298] [ 0.80778489 0.47323803 0.58740612 0.18530697 0.35024117] [ 0.57228725 0.33010912 0.52534326 0.64671712 0.31190288] [ 0.6789412 0.41180235 0.44966308 0.34303006 0.44114926] [ 0.57636499 0.53931302 0.40031224 0.53511308 0.40319628] [ 0.55608463 0.54671175 0.42174892 0.47626 0.32318331] [ 0.53709619 0.45447942 0.45605113 0.56464999 0.52917083] [ 0.33841177 0.47252574 0.38558621 0.77719566 0.44061124] [ 0.44089831 0.46132929 0.439233 0.76564574 0.30465959] [ 0.70300766 0.4601713 0.60061764 0.42779797 0.49883068] [ 0.27518558 0.42774982 0.51690707 0.71153239 0.40584643] [ 0.58959305 0.54191369 0.3990524 0.67041405 0.57169609] [ 0.53543771 0.5677558 0.48711078 0.5007275 0.40819147] [ 0.67681251 0.35578009 0.69910976 0.35468826 0.45205239] [ 0.33019293 0.45802259 0.5551451 0.82940681 0.44002424] Progress: 6.5% ... Training loss: 0.813 ... Validation loss: 1.318[ 0.67193236 0.49231764 0.31341737 0.40177139 0.37683847] [ 0.66324288 0.3833596 0.50656496 0.38112629 0.51010668] [ 0.4978457 0.46114314 0.49772485 0.4149165 0.48212342] [ 0.45282306 0.45483945 0.58201431 0.4538265 0.51087595] [ 0.62740638 0.43961357 0.48178779 0.39358691 0.50149286] [ 0.70719842 0.4978382 0.58636082 0.50225893 0.37425142] [ 0.72616985 0.42929067 0.59904637 0.40292952 0.43724663] [ 0.25230673 0.52699495 0.47534139 0.87272854 0.54388324] [ 0.22458508 0.36530585 0.60225404 0.89227608 0.64942754] [ 0.57801479 0.44789982 0.56004159 0.7085899 0.35875699] [ 0.70220263 0.41873747 0.55729933 0.4152438 0.42158362] [ 0.47941152 0.44902508 0.56388164 0.40939488 0.49378868] [ 0.63429859 0.34166953 0.58973418 0.2685902 0.40406663] [ 0.55398892 0.44891869 0.4000735 0.5381114 0.28870391] [ 0.54828276 0.42377207 0.50602912 0.42425615 0.41039956] [ 0.41748947 0.47185826 0.58023369 0.83466111 0.51129235] [ 0.32897333 0.55231952 0.59321111 0.78617447 0.46264381] [ 0.40876358 0.39442735 0.55404421 0.43703555 0.58565098] [ 0.50826839 0.55751372 0.41591417 0.65653104 0.4373832 ] [ 0.6997678 0.45510283 0.54375915 0.27247715 0.45623082] [ 0.63620311 0.53225101 0.45060065 0.4358908 0.46032932] [ 0.48040419 0.46993289 0.52027582 0.5664971 0.30206551] [ 0.73832222 0.53523897 0.29459708 0.4672 0.30876135] [ 0.33378613 0.54576081 0.43784597 0.68907858 0.48596253] [ 0.54363231 0.60887613 0.51180653 0.57676313 0.3657712 ] [ 0.40670419 0.44169845 0.49128563 0.76673347 0.36153198] [ 0.44585735 0.38758731 0.64228147 0.62969551 0.3775754 ] [ 0.58190258 0.55857068 0.54031778 0.445245 0.43652856] [ 0.38194094 0.43042533 0.50146307 0.8315063 0.60726677] [ 0.39959119 0.54413538 0.53982468 0.64069559 0.41737074] [ 0.40979615 0.58489806 0.60395938 0.66076814 0.59813629] [ 0.54337894 0.43197204 0.39242945 0.54217293 0.53422906] [ 0.26699888 0.47883665 0.5070627 0.78083163 0.53721136] [ 0.41930593 0.42733336 0.55062277 0.59939952 0.36687939] [ 0.51667094 0.42624836 0.49524501 0.3883758 0.41678321] [ 0.58599026 0.52085232 0.34829805 0.52857509 0.27648786] [ 0.2588398 0.52711976 0.47862687 0.88906094 0.42623658] [ 0.4364348 0.57816801 0.33913626 0.80368464 0.42195997] [ 0.62976026 0.4528613 0.62672477 0.33319245 0.53782258] [ 0.2668539 0.47007239 0.45613011 0.84110259 0.37039159] [ 0.48100926 0.51946883 0.53213496 0.64554463 0.38701421] [ 0.478451 0.53605888 0.60205078 0.49418112 0.49444677] [ 0.60078445 0.52518845 0.35529764 0.46121859 0.42232982] [ 0.5261317 0.52668689 0.45299691 0.42383016 0.54057005] [ 0.53462651 0.50443582 0.4471235 0.58601102 0.37502248] [ 0.23013422 0.33282913 0.51903307 0.73300281 0.50892296] [ 0.45623616 0.45715627 0.50571191 0.77421148 0.47347644] [ 0.30686443 0.36406435 0.41559856 0.80982912 0.53709716] [ 0.50105853 0.42366536 0.48300592 0.31228255 0.59045148] [ 0.38425507 0.52192951 0.52056025 0.79579416 0.48059705] [ 0.55407378 0.5675659 0.47933624 0.63275512 0.32296298] [ 0.46647088 0.37045581 0.51352191 0.68469526 0.39404015] [ 0.61996036 0.51837127 0.53607389 0.40003789 0.56048971] [ 0.6455984 0.51951237 0.42500613 0.38824622 0.45492219] [ 0.25475942 0.40678265 0.51657119 0.87632761 0.41993845] [ 0.59783993 0.44335297 0.4083709 0.38188768 0.48931115] [ 0.7121655 0.53563457 0.45831998 0.23563217 0.38607719] [ 0.70785136 0.47410064 0.57764353 0.31188505 0.33058764] [ 0.58946565 0.48532305 0.52070016 0.52099492 0.45790374] [ 0.52478452 0.3902325 0.43065538 0.31621712 0.48980868] [ 0.67097019 0.33447433 0.36512163 0.36622731 0.38502658] [ 0.53172434 0.56382586 0.44865078 0.621149 0.59450973] [ 0.39273073 0.37734183 0.52218926 0.68604131 0.73211702] [ 0.47715707 0.59565601 0.45493351 0.70227219 0.44564169] [ 0.43473092 0.55695071 0.58724291 0.54496995 0.50265459] [ 0.49209927 0.43613535 0.44547838 0.52085458 0.48056368] [ 0.56702702 0.35887725 0.48890534 0.54140532 0.51898816] [ 0.34503434 0.52208006 0.4900557 0.68896718 0.36942391] [ 0.64820329 0.52814299 0.35434876 0.40636899 0.30894116] [ 0.6393691 0.5543543 0.57279661 0.42533138 0.57523628] [ 0.60347691 0.4667699 0.52495358 0.28434272 0.59200324] [ 0.32917173 0.46762477 0.57199735 0.8623392 0.55327847] [ 0.61522881 0.50442462 0.54658529 0.63107214 0.48817683] [ 0.69792155 0.52194407 0.46197944 0.32261226 0.44922801] [ 0.39234637 0.42704176 0.51644021 0.71234098 0.39784769] [ 0.43339395 0.48972598 0.50882152 0.62139657 0.48007948] [ 0.62219476 0.59523518 0.37690536 0.42164195 0.45332364] [ 0.66755498 0.56523682 0.53591266 0.38324505 0.43285002] [ 0.60639834 0.53386927 0.46816275 0.67093851 0.55282933] [ 0.66071791 0.34853561 0.6045496 0.32681952 0.39815529] [ 0.46530618 0.44623105 0.45795029 0.72190791 0.30360207] [ 0.2607661 0.412017 0.59012015 0.78884009 0.62954418] [ 0.5556454 0.36374998 0.54387608 0.25536556 0.50719327] [ 0.63638189 0.33262536 0.5391963 0.38723021 0.44776812] [ 0.6225771 0.4358724 0.55707107 0.36496469 0.50752104] [ 0.4572973 0.64247068 0.32021991 0.79755196 0.46379283] [ 0.64288239 0.33063846 0.51487695 0.32381816 0.5037715 ] [ 0.571221 0.51086771 0.52606152 0.40782647 0.43117207] [ 0.59697177 0.65434982 0.41107232 0.5493269 0.52197614] [ 0.76320538 0.647408 0.50460779 0.43315806 0.3383453 ] [ 0.35775412 0.52263931 0.52520691 0.64089014 0.52138218] [ 0.4858212 0.55490174 0.56024298 0.59023603 0.36866571] [ 0.43217982 0.55449709 0.46905717 0.70672117 0.60596297] [ 0.29385855 0.49948112 0.50263306 0.85439972 0.53343195] [ 0.65391188 0.50725895 0.31779585 0.42793141 0.37880707] [ 0.35232909 0.32282199 0.52907122 0.71729867 0.44911099] [ 0.53673237 0.57053434 0.44701706 0.53565989 0.6037463 ] [ 0.41279737 0.33781029 0.46004481 0.71004175 0.39433748] [ 0.49092479 0.46588498 0.55317074 0.37354181 0.54171086] [ 0.62142215 0.40677814 0.48194215 0.40233307 0.4371106 ] [ 0.68930618 0.50956163 0.43896819 0.25193837 0.35603728] [ 0.54655135 0.32027426 0.55953055 0.66384849 0.42074899] [ 0.5977282 0.4076283 0.55566312 0.33095183 0.53521601] [ 0.26669882 0.43551677 0.58531748 0.7246847 0.3404634 ] [ 0.46217697 0.49093797 0.49798829 0.49357658 0.65786358] [ 0.3168208 0.42890061 0.4416017 0.70672283 0.41776083] [ 0.39090084 0.41671736 0.52914577 0.76599673 0.35702388] [ 0.65689541 0.46060149 0.56427055 0.44453874 0.41511761] [ 0.47560893 0.46139803 0.56145344 0.5418502 0.52021916] [ 0.59370647 0.56892047 0.44217742 0.47074465 0.42572887] [ 0.71279488 0.49997672 0.54212516 0.34125543 0.54207334] [ 0.53233086 0.42419557 0.49553919 0.5851636 0.60588516] [ 0.673661 0.46097153 0.63974369 0.49755136 0.36936344] [ 0.61759784 0.52499749 0.5016255 0.4760743 0.39800767] [ 0.53995282 0.46461013 0.5354673 0.67118994 0.49410797] [ 0.56747485 0.60202398 0.50418978 0.44846851 0.53256947] [ 0.68745158 0.55256232 0.47792561 0.48235521 0.44567512] [ 0.64195901 0.39761214 0.40617844 0.54183061 0.31416117] [ 0.57462445 0.41740138 0.49673139 0.64312219 0.24538639] [ 0.7089721 0.41944334 0.57175105 0.28327519 0.50633471] [ 0.58448733 0.49037716 0.53089426 0.32902246 0.55150685] [ 0.23095551 0.44643468 0.46278409 0.66429492 0.49981134] [ 0.48739466 0.53844532 0.50952436 0.39035787 0.32024472] [ 0.5580251 0.57437962 0.44162526 0.44198956 0.46447988] [ 0.40338642 0.57693154 0.47509723 0.72192113 0.3693228 ] [ 0.63652471 0.42052692 0.60571543 0.3506552 0.53540337] [ 0.30963698 0.43178775 0.49770178 0.56655128 0.43530151] [ 0.54085809 0.42841991 0.62589696 0.54402796 0.40868984] Progress: 6.5% ... Training loss: 0.811 ... Validation loss: 1.320[ 0.68472278 0.56919403 0.38626209 0.58558417 0.40023371] [ 0.70053379 0.46674355 0.46373779 0.53204749 0.40814044] [ 0.47129069 0.59692554 0.52175397 0.78086391 0.45169657] [ 0.48008219 0.55309818 0.41306577 0.6761064 0.43262814] [ 0.57245905 0.39771667 0.62937272 0.41515749 0.50672642] [ 0.51864777 0.38922139 0.43300348 0.58108101 0.5150193 ] [ 0.72847468 0.53771764 0.42640699 0.34806149 0.41537435] [ 0.40887114 0.45195458 0.54106625 0.8130786 0.4301032 ] [ 0.58577067 0.49042046 0.50085282 0.55167052 0.31408008] [ 0.48500415 0.55646913 0.45519333 0.69468284 0.55164225] [ 0.43793626 0.37835198 0.44700595 0.69084689 0.61824363] [ 0.58282185 0.49080875 0.524543 0.62622929 0.45524665] [ 0.52488978 0.46426424 0.48905909 0.54531622 0.36641146] [ 0.27397606 0.5204425 0.3586112 0.85770184 0.37509111] [ 0.26122093 0.38264191 0.54893021 0.71362792 0.48596043] [ 0.65314588 0.44475673 0.46057787 0.47202715 0.44023611] [ 0.45058139 0.49349958 0.34960701 0.62937261 0.51279398] [ 0.55622438 0.63583951 0.48070173 0.42923561 0.46315157] [ 0.61984306 0.52508439 0.36302861 0.43883628 0.34664477] [ 0.65776695 0.52193566 0.4235453 0.33365626 0.32638086] [ 0.29810248 0.44210436 0.49375897 0.79802938 0.51248079] [ 0.66919296 0.50467595 0.50962531 0.35616635 0.40556173] [ 0.73613742 0.43451763 0.66147371 0.31889476 0.42524446] [ 0.66404881 0.42172436 0.36654034 0.22935162 0.36077238] [ 0.41883879 0.41610119 0.42353093 0.67203979 0.47014073] [ 0.43374262 0.58048369 0.32805477 0.69645106 0.48298163] [ 0.56572009 0.60501875 0.50348912 0.53274128 0.4533742 ] [ 0.48516621 0.48577163 0.45711934 0.55658305 0.4387089 ] [ 0.75848592 0.49634861 0.57183472 0.28120569 0.43199358] [ 0.4920074 0.48069963 0.63730568 0.60324898 0.44337142] [ 0.5600257 0.53862591 0.55714845 0.40822672 0.37808314] [ 0.42059146 0.50823611 0.53837863 0.53234495 0.45387056] [ 0.56255396 0.35839899 0.65159904 0.54503829 0.3224646 ] [ 0.37585965 0.48086864 0.63631082 0.74726398 0.48028403] [ 0.71074373 0.48002142 0.5421957 0.29880372 0.48642209] [ 0.54387699 0.52278606 0.35291167 0.54417325 0.3997682 ] [ 0.58965827 0.57325552 0.36723238 0.54693492 0.32410471] [ 0.6248123 0.449182 0.55483738 0.32665972 0.53665682] [ 0.57325153 0.3880735 0.52048445 0.56067981 0.44536045] [ 0.71068615 0.48623684 0.57456653 0.3424492 0.48040664] [ 0.42694114 0.55520215 0.516008 0.63792392 0.47139437] [ 0.77716729 0.57550987 0.45011052 0.34859787 0.37419751] [ 0.36260944 0.52784996 0.59443697 0.64040396 0.55186299] [ 0.4854166 0.57911347 0.39676533 0.71434929 0.34272858] [ 0.64357609 0.59414625 0.43901097 0.46418795 0.33669868] [ 0.21942947 0.42968695 0.4090621 0.86741707 0.43596754] [ 0.67831941 0.58558522 0.50296396 0.37618831 0.42247662] [ 0.28969672 0.48603202 0.49698686 0.83289733 0.51784259] [ 0.51052 0.46598136 0.4985754 0.47481882 0.51019582] [ 0.56315967 0.49187451 0.43296771 0.51029326 0.39859881] [ 0.35282519 0.49916333 0.54531299 0.80743463 0.45941277] [ 0.68138456 0.40167646 0.59186071 0.41188264 0.44532543] [ 0.46637468 0.48003786 0.41639518 0.75718693 0.32771004] [ 0.60220092 0.47330759 0.54495357 0.40456556 0.52039098] [ 0.5484214 0.5511887 0.36319699 0.61170903 0.40703933] [ 0.44359033 0.46213263 0.44619364 0.62097422 0.32182004] [ 0.53040579 0.49650385 0.54296611 0.66137257 0.41132797] [ 0.75151326 0.46742315 0.53325556 0.35044321 0.45777087] [ 0.5113756 0.43718327 0.46511375 0.32913638 0.49624643] [ 0.46041083 0.59733811 0.45813477 0.67562261 0.47267501] [ 0.62633276 0.44290981 0.52379187 0.44093079 0.44762179] [ 0.43335257 0.45943714 0.52584924 0.77319393 0.30507948] [ 0.618498 0.46225402 0.50220356 0.42939318 0.3301821 ] [ 0.39332322 0.69780766 0.34398842 0.82389219 0.44470017] [ 0.56499796 0.38997779 0.57269096 0.7126036 0.43095405] [ 0.63772825 0.49803457 0.44578763 0.34084192 0.41925845] [ 0.69289718 0.27347136 0.5384506 0.25384091 0.46402042] [ 0.76534429 0.42611123 0.53454912 0.30674511 0.34591645] [ 0.67667084 0.61319536 0.44777147 0.4038258 0.40308538] [ 0.5039761 0.48842303 0.5358969 0.65055746 0.42242665] [ 0.6507467 0.38951952 0.34629539 0.45805364 0.32496788] [ 0.71104597 0.45730766 0.47465165 0.55440868 0.38869405] [ 0.4455769 0.39520583 0.53618922 0.65115705 0.35761198] [ 0.57379908 0.42717269 0.58552253 0.6701613 0.36621559] [ 0.45917772 0.33057462 0.39094339 0.6566471 0.35240768] [ 0.40677314 0.47241831 0.43283268 0.71154914 0.46137212] [ 0.34396809 0.50369833 0.57370847 0.7821989 0.51529554] [ 0.61632663 0.50939919 0.50110474 0.30410899 0.3576149 ] [ 0.52283308 0.39385122 0.49840692 0.66865814 0.41397987] [ 0.69747845 0.46960968 0.56014932 0.27846892 0.5313323 ] [ 0.27634048 0.36734647 0.49371262 0.71135292 0.50997669] [ 0.63433111 0.42886008 0.54421907 0.31593539 0.47126692] [ 0.37923366 0.49053375 0.43786092 0.65229943 0.5579499 ] [ 0.60361254 0.26619011 0.43377024 0.44489364 0.39785212] [ 0.56558918 0.64343037 0.39196027 0.66237299 0.41092316] [ 0.69304766 0.53550797 0.48667697 0.40052444 0.46721911] [ 0.57247941 0.42902033 0.50183061 0.5224921 0.39098515] [ 0.79788233 0.40534436 0.45884913 0.22461486 0.31413464] [ 0.694398 0.45137047 0.45686846 0.28943878 0.37632841] [ 0.40752312 0.52305245 0.51877427 0.46158466 0.51965646] [ 0.4384294 0.49116885 0.44867558 0.72262633 0.51916813] [ 0.34597141 0.35289072 0.65492128 0.68912699 0.45694758] [ 0.51431167 0.42940368 0.47543604 0.59245634 0.42256665] [ 0.75287341 0.39203531 0.5536049 0.30607771 0.33903187] [ 0.52798486 0.5510366 0.55656297 0.60137549 0.43787469] [ 0.63169621 0.57834009 0.46311251 0.59443069 0.40522233] [ 0.65198004 0.5440256 0.46548533 0.52647283 0.29486821] [ 0.3446506 0.43116159 0.62451994 0.78431869 0.48112432] [ 0.6781541 0.49373085 0.63144126 0.53574224 0.41490401] [ 0.60302838 0.5626144 0.56024222 0.51311111 0.4480427 ] [ 0.72143985 0.4559681 0.55985775 0.29682467 0.44815715] [ 0.35135751 0.49639179 0.49746704 0.77712759 0.4806228 ] [ 0.4172193 0.38735295 0.51663754 0.76391102 0.43797724] [ 0.5467559 0.28881667 0.55830924 0.26535679 0.59725995] [ 0.58393112 0.46561011 0.46106337 0.672134 0.28429776] [ 0.33777743 0.46753961 0.54051685 0.85819383 0.41826211] [ 0.28878704 0.43072517 0.49164037 0.82968049 0.46342147] [ 0.55898014 0.35291277 0.65531207 0.45195788 0.32815085] [ 0.61078159 0.52205838 0.5520098 0.34276685 0.57570565] [ 0.54132304 0.53316479 0.49804664 0.59091138 0.4690551 ] [ 0.43542042 0.38677647 0.54837387 0.70247588 0.3148089 ] [ 0.45783531 0.3973454 0.66975751 0.56292129 0.46174032] [ 0.60704044 0.42550213 0.62659941 0.34852068 0.48942559] [ 0.50856568 0.3893403 0.41065264 0.52940792 0.5052455 ] [ 0.34295182 0.49917189 0.50283824 0.51751527 0.443533 ] [ 0.65187485 0.42240775 0.43061436 0.3834463 0.53892837] [ 0.44962905 0.47282256 0.49480757 0.68273386 0.37311236] [ 0.39290088 0.43423774 0.60620029 0.62350796 0.42778759] [ 0.60896813 0.57801118 0.45402968 0.52780453 0.37499219] [ 0.56750588 0.4364651 0.51104676 0.61165695 0.36957899] [ 0.62670349 0.58654608 0.46217448 0.66637283 0.34964382] [ 0.66281796 0.4818908 0.42235896 0.27434559 0.36753944] [ 0.43423027 0.54574769 0.58870821 0.71328537 0.62228677] [ 0.44209383 0.39669935 0.50787219 0.66608523 0.3536188 ] [ 0.25474279 0.34179488 0.41267361 0.79396996 0.44331212] [ 0.33664445 0.52073324 0.42660899 0.49354727 0.49226664] [ 0.66979495 0.34713104 0.58454211 0.26155023 0.46319236] [ 0.55834064 0.60089934 0.37942904 0.55149176 0.54922442] Progress: 6.6% ... Training loss: 0.810 ... Validation loss: 1.325[ 0.31895944 0.35422282 0.56760387 0.65399588 0.49261546] [ 0.60191825 0.38381618 0.60260281 0.43663533 0.42430245] [ 0.60498322 0.46437482 0.51575166 0.49314795 0.42775831] [ 0.70693368 0.44447352 0.62900825 0.24682104 0.43491017] [ 0.33853562 0.62677809 0.41357838 0.86689658 0.60199975] [ 0.35605412 0.40825819 0.60044011 0.66673029 0.4180514 ] [ 0.57421894 0.58059375 0.53547472 0.62554888 0.37530388] [ 0.50998867 0.56070046 0.45515418 0.74563784 0.41511432] [ 0.68920118 0.56108961 0.41191872 0.48649307 0.38751799] [ 0.47388 0.48662621 0.40130606 0.58919311 0.41604033] [ 0.67853956 0.43538103 0.57277631 0.25481064 0.47958668] [ 0.52415247 0.47958736 0.41109831 0.47220899 0.30313546] [ 0.42606063 0.50094795 0.50325627 0.4677154 0.5633396 ] [ 0.5802907 0.53677396 0.55113666 0.47497997 0.50130636] [ 0.23070883 0.51593456 0.46854707 0.88501161 0.53694306] [ 0.52257767 0.36048141 0.49661159 0.59324826 0.28197307] [ 0.58359666 0.54552953 0.43422435 0.5344832 0.43908288] [ 0.73600721 0.38447648 0.53974456 0.34216743 0.36319247] [ 0.68393483 0.46444155 0.57350948 0.31856748 0.52966522] [ 0.25148468 0.39478454 0.5250659 0.74969237 0.59047436] [ 0.45395449 0.49478233 0.46659668 0.58791941 0.4644325 ] [ 0.52211055 0.50619814 0.49150852 0.78108201 0.45060036] [ 0.45182841 0.36435275 0.63054271 0.56701634 0.41351375] [ 0.3075864 0.48263303 0.58926714 0.75069302 0.4860199 ] [ 0.66921009 0.38868508 0.39809598 0.37371146 0.36292855] [ 0.56600051 0.42784596 0.57391736 0.37335137 0.46779376] [ 0.67860904 0.52402201 0.37896793 0.47167344 0.41273457] [ 0.27252629 0.40057763 0.47253359 0.72744596 0.43121758] [ 0.39197861 0.54105775 0.4757307 0.66550686 0.53198617] [ 0.41987225 0.48840089 0.5093767 0.73889746 0.43375441] [ 0.65990406 0.41541481 0.51211758 0.3595819 0.44186743] [ 0.61061893 0.5202887 0.4932215 0.48875957 0.48760627] [ 0.46279095 0.5179583 0.54514017 0.65741006 0.33932584] [ 0.38649605 0.42736356 0.63258744 0.74544228 0.56192001] [ 0.65056217 0.35484469 0.56545038 0.54307022 0.44925731] [ 0.43776488 0.47127144 0.54445507 0.82677652 0.50740607] [ 0.35384242 0.59191065 0.45283298 0.78374891 0.41324094] [ 0.50553372 0.58442525 0.54866843 0.5762152 0.41872926] [ 0.32931495 0.42774013 0.58631715 0.76677521 0.46543706] [ 0.74867341 0.35533553 0.51287017 0.21696553 0.38236591] [ 0.6017603 0.45906282 0.53703249 0.52232769 0.37821534] [ 0.33009262 0.34113123 0.45829298 0.70215126 0.40215657] [ 0.64532824 0.6371566 0.37170961 0.52159592 0.41402328] [ 0.46641872 0.5347302 0.63994023 0.61478396 0.43211743] [ 0.55951358 0.42634893 0.60772828 0.35472065 0.4801681 ] [ 0.45999686 0.56277837 0.33818601 0.78527008 0.25802122] [ 0.59297524 0.45365868 0.59356066 0.31461619 0.38550628] [ 0.53502633 0.37534937 0.55370573 0.73461724 0.28748572] [ 0.69334713 0.47619175 0.38499678 0.53079891 0.35224719] [ 0.31385438 0.49419031 0.47806932 0.6865776 0.50757398] [ 0.513759 0.50852294 0.51764227 0.55542786 0.60349585] [ 0.33504722 0.49134836 0.35515952 0.78643561 0.41143761] [ 0.54768868 0.54158142 0.48880998 0.35822189 0.44006748] [ 0.55642639 0.45594792 0.4214732 0.25938598 0.39499815] [ 0.56600051 0.42784596 0.57391736 0.37335137 0.46779376] [ 0.48890434 0.46039257 0.55771932 0.44718367 0.52986542] [ 0.5657781 0.40684816 0.53923881 0.42343589 0.45481995] [ 0.65132131 0.5542368 0.4508729 0.38631551 0.40679884] [ 0.40993262 0.53265683 0.44018145 0.59400901 0.4299096 ] [ 0.26600791 0.47019306 0.4783779 0.80477133 0.47733899] [ 0.39676382 0.60740408 0.50297891 0.62850046 0.41438241] [ 0.44806046 0.43636595 0.54308068 0.68037747 0.63358105] [ 0.6017695 0.38365508 0.50697453 0.39764722 0.42271852] [ 0.6743402 0.43682142 0.38200605 0.50442597 0.43604138] [ 0.68285882 0.47395953 0.53621443 0.49554105 0.39228168] [ 0.81184335 0.48714045 0.58167322 0.29810341 0.41000421] [ 0.52308221 0.39770958 0.53413196 0.58600774 0.35025146] [ 0.46181316 0.26643172 0.49451611 0.69737267 0.31740414] [ 0.62299769 0.48910076 0.5954432 0.46788454 0.43612538] [ 0.19254876 0.40684274 0.55776971 0.82568784 0.56364819] [ 0.64814974 0.59757517 0.47389456 0.35128387 0.406625 ] [ 0.61575385 0.29665382 0.47016611 0.28545889 0.44298205] [ 0.55258931 0.60425481 0.29132473 0.65344604 0.28970817] [ 0.73773786 0.51621784 0.53825295 0.25714934 0.37104784] [ 0.55751173 0.51126913 0.47147079 0.43265673 0.49811052] [ 0.63894604 0.31887202 0.5198721 0.44719375 0.58391114] [ 0.73875347 0.43534533 0.47409893 0.18515138 0.2701046 ] [ 0.58244057 0.50028836 0.58099556 0.51428921 0.43969686] [ 0.39408058 0.38269279 0.49708171 0.570546 0.49707004] [ 0.33079014 0.445344 0.70199009 0.69831908 0.53038367] [ 0.62907019 0.42530727 0.46718871 0.38873895 0.3694669 ] [ 0.47971686 0.37083712 0.5273156 0.58139481 0.38766974] [ 0.45148776 0.48003677 0.40321577 0.73236651 0.33582379] [ 0.46352059 0.47184501 0.59506675 0.69598545 0.45435854] [ 0.55376316 0.46331141 0.4349929 0.72944802 0.40746923] [ 0.42725102 0.48100929 0.54457858 0.34304727 0.6403046 ] [ 0.56444773 0.49071584 0.47708931 0.41635271 0.45398437] [ 0.72144799 0.4303827 0.3938946 0.31461962 0.42300848] [ 0.54342354 0.43392192 0.69284712 0.53373153 0.48908711] [ 0.52353251 0.46011851 0.45303683 0.45050089 0.40247826] [ 0.40646342 0.52880108 0.42482696 0.65341277 0.50700384] [ 0.58241454 0.54022118 0.44794674 0.65571006 0.35127539] [ 0.37728685 0.61822757 0.41991539 0.76570941 0.40966564] [ 0.48606404 0.40810804 0.64397772 0.63876377 0.37266685] [ 0.58652066 0.45976635 0.42884143 0.37358245 0.5150105 ] [ 0.39390999 0.41579417 0.57834104 0.73111073 0.49025555] [ 0.48874442 0.4074902 0.43637823 0.74599636 0.37972961] [ 0.37440725 0.5114718 0.40192934 0.55498909 0.4339539 ] [ 0.58535677 0.65578244 0.4286634 0.69636455 0.41018678] [ 0.64449051 0.43832045 0.43856106 0.26913817 0.36700786] [ 0.48938651 0.45344477 0.51959507 0.37108584 0.46373163] [ 0.49546825 0.48123008 0.53173093 0.62391226 0.5262107 ] [ 0.4098167 0.45460402 0.40514785 0.66581331 0.56926946] [ 0.39021008 0.55976224 0.51988943 0.73589749 0.54746454] [ 0.79505399 0.62858122 0.43063805 0.39186826 0.37678456] [ 0.43274991 0.40383811 0.5249016 0.50037441 0.4350882 ] [ 0.52500359 0.42004745 0.63053897 0.62844597 0.43612543] [ 0.45977709 0.43378754 0.52643187 0.70557063 0.35550295] [ 0.60039766 0.46248542 0.59761759 0.33258853 0.54473032] [ 0.66648651 0.46323124 0.45404595 0.47273623 0.4847111 ] [ 0.61848305 0.39292016 0.51160318 0.35070941 0.60027324] [ 0.6904964 0.52160133 0.40622031 0.46300095 0.38027784] [ 0.39734481 0.54524721 0.51328607 0.68699493 0.3964808 ] [ 0.4096679 0.37592938 0.59670647 0.79241486 0.56477729] [ 0.44927972 0.42362229 0.49932108 0.81039639 0.3492129 ] [ 0.49966948 0.41596827 0.62695061 0.42851438 0.47238872] [ 0.53521342 0.41165679 0.46235789 0.36586737 0.56266144] [ 0.57856945 0.58528376 0.42415586 0.6672284 0.47019336] [ 0.56937806 0.33860803 0.5997121 0.41086229 0.51886472] [ 0.419715 0.4853696 0.4672786 0.65307397 0.50109127] [ 0.68458383 0.40236073 0.4554163 0.24393694 0.39206621] [ 0.60542998 0.50467115 0.4646714 0.61706003 0.38484473] [ 0.56195257 0.46170498 0.55843262 0.55073754 0.65176042] [ 0.5481502 0.48275831 0.38899124 0.6996237 0.40075581] [ 0.55103064 0.5700867 0.38919165 0.71654797 0.38348041] [ 0.76936425 0.45202308 0.6667065 0.26827919 0.43809564] [ 0.61762363 0.49326957 0.47042456 0.57543949 0.43990234] [ 0.24224188 0.39906368 0.42497527 0.87575276 0.48252393] Progress: 6.7% ... Training loss: 0.810 ... Validation loss: 1.329[ 0.64460898 0.46196212 0.48011446 0.28325086 0.45061569] [ 0.67667969 0.59677107 0.50273734 0.58743142 0.31096851] [ 0.7212847 0.49318866 0.43935755 0.21749747 0.24118093] [ 0.68551508 0.48925446 0.53325446 0.12653465 0.47759798] [ 0.32772295 0.38613874 0.57104694 0.70682107 0.55906969] [ 0.80132102 0.39949077 0.36955628 0.25541175 0.40571943] [ 0.3978772 0.50112716 0.412046 0.77401927 0.35692666] [ 0.80906017 0.49368333 0.38546676 0.45328097 0.30058737] [ 0.40878038 0.57388289 0.44492883 0.54661296 0.52483555] [ 0.38135162 0.32077941 0.42201804 0.7725291 0.47671777] [ 0.53978144 0.48441869 0.61903383 0.59433958 0.46755087] [ 0.35134958 0.55361729 0.4392494 0.70775415 0.56637229] [ 0.57450392 0.54999346 0.54778324 0.52843705 0.37093649] [ 0.26540485 0.44384349 0.4414696 0.78164282 0.41656722] [ 0.54387718 0.60882751 0.51181286 0.57659728 0.36575044] [ 0.65587455 0.47582444 0.6190103 0.28502812 0.53661211] [ 0.72563145 0.35384072 0.37463538 0.40220843 0.36252219] [ 0.21961656 0.36831694 0.60159617 0.89361456 0.65050236] [ 0.66993774 0.29965835 0.56547692 0.32335663 0.37913215] [ 0.24668745 0.41355576 0.59044278 0.69981787 0.51419732] [ 0.53030236 0.64568691 0.56134669 0.60389814 0.56249891] [ 0.50657007 0.51138967 0.41993306 0.67336868 0.33996551] [ 0.77305108 0.4179412 0.45145153 0.25715725 0.46696324] [ 0.26253911 0.46229028 0.52498366 0.73897219 0.38850881] [ 0.47242962 0.53140319 0.67103552 0.42269054 0.49682183] [ 0.23901349 0.34152054 0.46241719 0.83179341 0.47396136] [ 0.31198515 0.47642721 0.46494617 0.64533928 0.52388086] [ 0.24940181 0.46160947 0.61390391 0.80505673 0.49430216] [ 0.24449096 0.48611386 0.51874165 0.80260058 0.49169641] [ 0.40606672 0.48145226 0.46082912 0.76387196 0.44412114] [ 0.66439121 0.6126903 0.51973328 0.49338548 0.4269768 ] [ 0.52973357 0.438571 0.49697978 0.63432256 0.30072414] [ 0.657378 0.66542128 0.37273854 0.59839796 0.39855595] [ 0.28729482 0.49032983 0.54208148 0.83210121 0.50800329] [ 0.54667568 0.45875939 0.59015139 0.63179966 0.32811002] [ 0.34442283 0.45106983 0.47826486 0.80418246 0.45214683] [ 0.47327808 0.51958159 0.39068198 0.76091593 0.38541588] [ 0.34239916 0.48694077 0.42130444 0.71171119 0.38794105] [ 0.65464334 0.50792412 0.37967674 0.50560526 0.32658479] [ 0.64631558 0.46781095 0.45830736 0.4238888 0.42469577] [ 0.32026748 0.52699457 0.46560689 0.76177307 0.42323909] [ 0.4696171 0.51995044 0.49533825 0.56835135 0.43750851] [ 0.29033033 0.40918057 0.64604457 0.85453351 0.58075147] [ 0.51001312 0.4283019 0.60732711 0.51220311 0.51272017] [ 0.62248351 0.41599765 0.36107274 0.51228882 0.39230669] [ 0.41546163 0.52194705 0.5085324 0.72993684 0.55111457] [ 0.59916335 0.41837336 0.50537217 0.39571086 0.4698991 ] [ 0.455284 0.56277873 0.40744124 0.76785236 0.4477279 ] [ 0.67098392 0.60617919 0.46041271 0.44585436 0.40585847] [ 0.31290318 0.52693756 0.44865193 0.72217098 0.57528266] [ 0.43680445 0.48086045 0.48713477 0.74312774 0.39950457] [ 0.50791379 0.5613028 0.56550007 0.57802038 0.54385111] [ 0.61482808 0.37715607 0.59384645 0.49328855 0.3607649 ] [ 0.51888292 0.48058917 0.55408839 0.35140603 0.57109347] [ 0.59748123 0.41137747 0.56679816 0.4511128 0.35478444] [ 0.39558668 0.4174936 0.48128612 0.76616877 0.49243938] [ 0.6846751 0.50202556 0.37080482 0.32216443 0.34886938] [ 0.32306618 0.34659704 0.51259782 0.8131608 0.47390088] [ 0.57843965 0.53997202 0.48384538 0.47098607 0.40996637] [ 0.70251214 0.47708974 0.44888382 0.38527957 0.30478147] [ 0.59385426 0.4059202 0.56556338 0.21181256 0.37358696] [ 0.32256125 0.4264667 0.53846546 0.64762267 0.44662843] [ 0.54035275 0.49096883 0.49217328 0.48460647 0.4059725 ] [ 0.66481354 0.48927562 0.40277383 0.45636547 0.3807091 ] [ 0.74980138 0.64372488 0.47795609 0.44578994 0.44029015] [ 0.47976048 0.46404484 0.62446292 0.72994841 0.37768562] [ 0.73012599 0.48263421 0.47613931 0.44082243 0.32991369] [ 0.50832367 0.52439153 0.58017727 0.68463258 0.36468567] [ 0.41916352 0.45676134 0.63126071 0.75689917 0.4680493 ] [ 0.36173109 0.49614456 0.5572004 0.71568936 0.35508916] [ 0.51552437 0.45446118 0.38781889 0.64141957 0.47664245] [ 0.56387179 0.47788284 0.60767928 0.61156456 0.45713176] [ 0.68710889 0.5675862 0.42903446 0.44788704 0.42640534] [ 0.38764402 0.58410401 0.45955409 0.69786255 0.49182954] [ 0.46052015 0.37763341 0.55359459 0.67386351 0.35381049] [ 0.37611219 0.43268075 0.58265963 0.66606513 0.45606241] [ 0.52398845 0.41016956 0.35104012 0.40259803 0.46758166] [ 0.73447896 0.45611083 0.56918368 0.23636062 0.40467153] [ 0.38105024 0.48547267 0.53476654 0.61753594 0.4646328 ] [ 0.37238002 0.59694879 0.36906583 0.79354442 0.34292816] [ 0.68096082 0.36824318 0.57377842 0.25939162 0.45552113] [ 0.35194171 0.37070092 0.50553026 0.72065953 0.45176742] [ 0.74195335 0.46779424 0.47332157 0.20973486 0.39411076] [ 0.46774196 0.6154061 0.33935438 0.70678982 0.47856581] [ 0.39884675 0.5028908 0.42444564 0.6111764 0.56187624] [ 0.70856348 0.45126491 0.50565121 0.30508468 0.45890054] [ 0.76291248 0.45915973 0.54650358 0.21924102 0.34124919] [ 0.27814976 0.52036221 0.49941255 0.81993043 0.52036407] [ 0.36173109 0.49614456 0.5572004 0.71568936 0.35508916] [ 0.32580148 0.58930641 0.4919583 0.79359556 0.56367566] [ 0.47772372 0.44080296 0.5475266 0.70386783 0.42648571] [ 0.22994307 0.47009482 0.58507116 0.88679896 0.5347026 ] [ 0.52751955 0.38244685 0.56597522 0.6470569 0.44827858] [ 0.44512525 0.57679232 0.43908665 0.73686013 0.46356778] [ 0.35609975 0.52308781 0.61642264 0.70076576 0.44895842] [ 0.44255094 0.48344676 0.47799202 0.58809671 0.34999 ] [ 0.20324179 0.55723297 0.4645596 0.89879971 0.53517884] [ 0.56570291 0.37292331 0.43100068 0.43977446 0.3409799 ] [ 0.61478714 0.65982669 0.46219946 0.6112388 0.46296843] [ 0.32370905 0.40802994 0.53151932 0.69987923 0.45008222] [ 0.52224036 0.33616479 0.54885833 0.44483002 0.37516237] [ 0.68259295 0.37950422 0.52585149 0.29683465 0.34962237] [ 0.63057936 0.42398123 0.56792615 0.52869551 0.31899158] [ 0.6358998 0.4755838 0.57996016 0.49885056 0.40238049] [ 0.56130848 0.53807579 0.55726489 0.40752459 0.37790264] [ 0.52485278 0.55049702 0.40585876 0.54505338 0.44775836] [ 0.56154337 0.46070874 0.48505462 0.50623637 0.5379103 ] [ 0.69353332 0.48998836 0.46457605 0.22514376 0.4102952 ] [ 0.37558862 0.36025726 0.52729583 0.64228561 0.38745627] [ 0.40008634 0.65700026 0.37379865 0.84563512 0.52233232] [ 0.68722469 0.45106987 0.6192239 0.29574204 0.50022347] [ 0.4750392 0.47381517 0.55392604 0.69280521 0.35130676] [ 0.54877163 0.42361671 0.50605658 0.42404752 0.41033429] [ 0.55063647 0.4998373 0.492113 0.61269068 0.57997824] [ 0.44326629 0.61161509 0.48606826 0.67832319 0.48515281] [ 0.25818101 0.45574638 0.42688315 0.87104039 0.4342201 ] [ 0.65428981 0.58621717 0.46174019 0.40884771 0.47699163] [ 0.67867165 0.49610788 0.42402524 0.46620162 0.32463901] [ 0.28375102 0.37219183 0.45765236 0.7969019 0.45714768] [ 0.60034435 0.37619912 0.46536769 0.23538581 0.52051439] [ 0.62546678 0.49401814 0.48823892 0.5815961 0.27865489] [ 0.51455359 0.57566332 0.51027593 0.75190355 0.45545222] [ 0.29243849 0.56117035 0.46580426 0.66422679 0.444707 ] [ 0.72100976 0.4531045 0.62035868 0.33925305 0.46696349] [ 0.70464757 0.53309983 0.39367254 0.43766282 0.32857014] [ 0.74898235 0.45345296 0.49532712 0.19198255 0.27693292] [ 0.38460599 0.45146752 0.45392068 0.71621672 0.34964894] [ 0.45696925 0.44429928 0.55618409 0.48876797 0.63039806] Progress: 6.7% ... Training loss: 0.808 ... Validation loss: 1.318[ 0.48943783 0.37069047 0.49132602 0.64688498 0.4718115 ] [ 0.53987 0.52898883 0.43107011 0.42584398 0.39591955] [ 0.40536023 0.53099667 0.51290564 0.86749134 0.41641657] [ 0.46875026 0.6268814 0.5843957 0.53669727 0.49024018] [ 0.38207055 0.54372962 0.5607427 0.54217272 0.34545568] [ 0.49089059 0.53490342 0.44828377 0.5509542 0.49270697] [ 0.5632414 0.56696557 0.5328727 0.33929827 0.53398455] [ 0.41599763 0.5533513 0.57474008 0.65516527 0.5339189 ] [ 0.76587734 0.39091739 0.56491808 0.32122017 0.36277467] [ 0.54155295 0.53051048 0.61975179 0.37409566 0.52443416] [ 0.246713 0.3506624 0.51967337 0.79319674 0.40403727] [ 0.70030679 0.54308244 0.4805809 0.31763174 0.46288417] [ 0.24556773 0.33934479 0.49198143 0.81170698 0.39160873] [ 0.31941344 0.59369265 0.52775883 0.81903187 0.62581725] [ 0.22282084 0.50369564 0.54884372 0.8019455 0.56368906] [ 0.65982573 0.43617334 0.64500261 0.36672558 0.46098294] [ 0.64595172 0.39955024 0.54634362 0.24830937 0.53422842] [ 0.44843839 0.45081768 0.51024247 0.60501344 0.47910327] [ 0.51246105 0.47287924 0.56840288 0.72245108 0.38286638] [ 0.75866243 0.57536168 0.55471025 0.43154446 0.43168898] [ 0.25977499 0.36219672 0.52389597 0.81552197 0.43725666] [ 0.79263705 0.4728642 0.48994401 0.29019254 0.37961891] [ 0.58072406 0.62161278 0.38660725 0.65214057 0.36399377] [ 0.24573625 0.31761846 0.57110753 0.80259065 0.60180379] [ 0.51666034 0.43307574 0.45482417 0.5643858 0.55969756] [ 0.46718888 0.52445625 0.52842344 0.73331434 0.40296763] [ 0.71837949 0.47231965 0.43215721 0.39058042 0.34581502] [ 0.5139113 0.44062615 0.59999902 0.31783594 0.53208197] [ 0.63186152 0.46813189 0.33259662 0.35373744 0.34811675] [ 0.41513186 0.5418158 0.43413412 0.70521538 0.53578855] [ 0.62799059 0.3622764 0.71811351 0.2491989 0.5610118 ] [ 0.45423532 0.48246861 0.51149564 0.46436723 0.47243337] [ 0.5637113 0.61313622 0.40353557 0.41606484 0.52743567] [ 0.40523702 0.35816987 0.50278781 0.81199715 0.36543894] [ 0.6445781 0.50108975 0.39834978 0.42860455 0.39117449] [ 0.46120471 0.4687094 0.40659899 0.67364351 0.43205179] [ 0.4987259 0.46445066 0.50497113 0.78079254 0.43711879] [ 0.72973661 0.38031042 0.49655496 0.41589407 0.38785797] [ 0.47682414 0.29335502 0.46438062 0.58054145 0.34212126] [ 0.30333635 0.47523709 0.58332699 0.81618388 0.47415399] [ 0.50878942 0.41045224 0.57173766 0.58196026 0.5534028 ] [ 0.66089854 0.47787829 0.41132807 0.37665133 0.26965221] [ 0.49391153 0.58095373 0.42971013 0.71223421 0.34244366] [ 0.58671293 0.52052087 0.52281764 0.46734473 0.45838025] [ 0.49932814 0.61078555 0.550046 0.62034229 0.5976426 ] [ 0.52408718 0.42044914 0.63044661 0.62891394 0.43627484] [ 0.58600689 0.53172623 0.53015921 0.35407573 0.57059611] [ 0.42425266 0.44915985 0.66765386 0.6103322 0.46287781] [ 0.55868093 0.63423069 0.38277748 0.62307442 0.48257826] [ 0.56540671 0.45880577 0.39183714 0.48781982 0.29918906] [ 0.4784268 0.40949736 0.47875652 0.66246643 0.65050252] [ 0.489925 0.52421777 0.36230634 0.53844387 0.40811894] [ 0.37428381 0.46944004 0.47562566 0.79839206 0.49938347] [ 0.46867033 0.44940758 0.54640362 0.62843588 0.58714911] [ 0.5160287 0.36323533 0.45761951 0.49697427 0.41957933] [ 0.58072406 0.62161278 0.38660725 0.65214057 0.36399377] [ 0.41189746 0.48379254 0.54740822 0.55918392 0.50671867] [ 0.40987972 0.48907537 0.6281021 0.79461407 0.44944252] [ 0.73225103 0.3498151 0.49419242 0.38153668 0.48611352] [ 0.72232563 0.39224181 0.50927681 0.42890634 0.57510439] [ 0.76523342 0.5624497 0.47409377 0.38032065 0.42196972] [ 0.51463337 0.48662728 0.34886887 0.76394524 0.51501425] [ 0.52965466 0.38529792 0.54223952 0.45920892 0.50622622] [ 0.52336834 0.29302849 0.47084042 0.52852823 0.37297328] [ 0.36817792 0.44623928 0.46725426 0.61682143 0.40927154] [ 0.55071489 0.41649268 0.55864034 0.64422445 0.52974334] [ 0.47615879 0.42573509 0.37494976 0.74046983 0.42059682] [ 0.61609043 0.50858677 0.3669897 0.42097008 0.39025094] [ 0.7350776 0.52606963 0.53740316 0.29104727 0.35527077] [ 0.35901795 0.37252099 0.60214601 0.68546337 0.50445597] [ 0.66579998 0.37239593 0.46329303 0.30868905 0.45598379] [ 0.47760007 0.40182341 0.45362221 0.57530784 0.38871913] [ 0.7680663 0.52470394 0.49168584 0.28873092 0.32684321] [ 0.35117427 0.51595904 0.52526074 0.82227441 0.54125635] [ 0.68412007 0.47270139 0.43584492 0.42282142 0.37479914] [ 0.65531171 0.47310999 0.36948361 0.39966299 0.32711572] [ 0.53589038 0.32186903 0.56501271 0.31404999 0.59011652] [ 0.62853823 0.35420687 0.42963743 0.4230948 0.40364533] [ 0.72232563 0.39224181 0.50927681 0.42890634 0.57510439] [ 0.75121514 0.31909045 0.59916406 0.26190614 0.47615504] [ 0.64767333 0.60764498 0.3888313 0.30427807 0.41634238] [ 0.36815126 0.42010317 0.4566725 0.65830307 0.56363595] [ 0.56788966 0.44991559 0.48832932 0.50596632 0.39340698] [ 0.68944143 0.4919017 0.53396314 0.26868923 0.48932882] [ 0.53488696 0.52544046 0.49581355 0.51288846 0.6102435 ] [ 0.51862375 0.52029549 0.58119249 0.44105002 0.34491845] [ 0.75267242 0.45524741 0.55434436 0.19716831 0.33586313] [ 0.57554042 0.46891821 0.5380845 0.40440392 0.49570099] [ 0.52668542 0.55364451 0.40106474 0.54530924 0.44597516] [ 0.53236731 0.54837958 0.41556416 0.77290257 0.48578513] [ 0.33636906 0.42503102 0.52113644 0.77804742 0.33066223] [ 0.29423337 0.55146852 0.34686304 0.69827688 0.46869632] [ 0.64443218 0.58675713 0.58921216 0.56774086 0.40310401] [ 0.44706169 0.40827432 0.43737306 0.67114986 0.4158383 ] [ 0.38685656 0.52146248 0.39891634 0.89683151 0.41963855] [ 0.73941878 0.46930564 0.52031263 0.40316753 0.50793563] [ 0.69196424 0.43462927 0.68475249 0.29704839 0.48781663] [ 0.68542366 0.33877721 0.5007533 0.32616892 0.43496028] [ 0.30671446 0.41146165 0.54591702 0.62841841 0.48680602] [ 0.53381642 0.42593077 0.5000653 0.45870158 0.59219236] [ 0.73328212 0.46535587 0.45310724 0.4530337 0.36263051] [ 0.52641531 0.5085127 0.45583286 0.7420087 0.48563661] [ 0.31262751 0.55637182 0.39693814 0.80292863 0.49354172] [ 0.40351798 0.50230175 0.421304 0.80233747 0.62151932] [ 0.6844145 0.63206401 0.5629078 0.48619297 0.47225763] [ 0.59894928 0.51923343 0.49306587 0.5737492 0.35575751] [ 0.61633643 0.57158228 0.50657914 0.39089678 0.48425484] [ 0.58640645 0.50431255 0.42665515 0.45126189 0.44092637] [ 0.65952315 0.31558699 0.5062039 0.36222621 0.4582389 ] [ 0.29400657 0.44794198 0.54318042 0.76136611 0.42720886] [ 0.43651097 0.49664321 0.61451067 0.69311925 0.42778363] [ 0.71057658 0.41670382 0.59424711 0.37532745 0.47056284] [ 0.35701175 0.33122229 0.55201647 0.75348072 0.43386057] [ 0.44346118 0.50480589 0.60337782 0.68317423 0.41107868] [ 0.52715206 0.42545595 0.56695121 0.49813132 0.41534092] [ 0.56834758 0.5512388 0.36356684 0.55951961 0.30443834] [ 0.47359024 0.55385316 0.44176257 0.51482004 0.44189916] [ 0.70466136 0.41967544 0.53797516 0.25915769 0.48239958] [ 0.43572525 0.47433455 0.57299973 0.7707948 0.54008918] [ 0.6628774 0.49461422 0.51127424 0.47886844 0.47285394] [ 0.62462008 0.49438846 0.48815255 0.58200084 0.27875186] [ 0.562261 0.59572122 0.47399372 0.34510252 0.50756486] [ 0.56855691 0.45003284 0.56059824 0.46020772 0.50058197] [ 0.23479212 0.31965834 0.48991431 0.76439544 0.55911809] [ 0.7389089 0.45516531 0.58675631 0.43585859 0.44859424] [ 0.73086209 0.51390349 0.39928197 0.34421446 0.40379863] [ 0.38448138 0.58476036 0.49606457 0.71700837 0.50080931] [ 0.67054568 0.52413759 0.43898533 0.28585426 0.30328419] Progress: 6.8% ... Training loss: 0.807 ... Validation loss: 1.321[ 0.65340474 0.55408882 0.49139195 0.3962037 0.53179353] [ 0.48014633 0.49249146 0.58722873 0.35790997 0.57297022] [ 0.71470771 0.34258909 0.50560929 0.35360447 0.40254927] [ 0.57118637 0.38837558 0.32329062 0.40492114 0.43811582] [ 0.70560962 0.37488386 0.41097873 0.51515045 0.35018064] [ 0.42093522 0.37413498 0.61093529 0.49275202 0.3654037 ] [ 0.55956969 0.33387501 0.45811327 0.50062543 0.36950798] [ 0.69789758 0.55240113 0.54177195 0.40808877 0.47365697] [ 0.74763583 0.45213531 0.4823115 0.30518466 0.30491956] [ 0.38443422 0.46231486 0.52367594 0.69399698 0.4801997 ] [ 0.6007115 0.52290391 0.43264906 0.5844024 0.4596313 ] [ 0.44706644 0.60063816 0.36681497 0.70279964 0.52292862] [ 0.55706535 0.50425718 0.4885708 0.35626501 0.48962997] [ 0.26628857 0.58433643 0.45385674 0.65527176 0.4422234 ] [ 0.36730206 0.4761856 0.52867968 0.73377199 0.36978319] [ 0.71891171 0.42735193 0.60693518 0.31381179 0.4026065 ] [ 0.32138475 0.41054362 0.63300957 0.76791237 0.57001894] [ 0.20322373 0.446228 0.57869202 0.84420381 0.63470983] [ 0.44421839 0.55962251 0.41389983 0.56139148 0.43926312] [ 0.69321911 0.30130716 0.42777263 0.23751685 0.47082044] [ 0.43705437 0.29848921 0.5778282 0.58762114 0.37992988] [ 0.29030114 0.45591183 0.51110804 0.75765732 0.46392689] [ 0.67914808 0.50472805 0.547538 0.31337847 0.30394378] [ 0.71830379 0.46268237 0.58552756 0.29625779 0.49294619] [ 0.49019534 0.43945878 0.46741319 0.6038855 0.35731344] [ 0.35650283 0.49877165 0.43719216 0.67043811 0.37125916] [ 0.43336428 0.40732925 0.54656844 0.64180297 0.35472162] [ 0.3629502 0.59596006 0.55208869 0.64852561 0.52318241] [ 0.56717152 0.58488148 0.38090068 0.61797987 0.4894932 ] [ 0.54150967 0.51009612 0.36217004 0.48044003 0.43024672] [ 0.61602826 0.43480726 0.53623763 0.3131406 0.41631164] [ 0.55068591 0.54520412 0.5858504 0.54907941 0.4101178 ] [ 0.60437496 0.2659598 0.43382751 0.44455539 0.39774824] [ 0.3570367 0.48554196 0.49261116 0.75228709 0.50570771] [ 0.72274827 0.65483398 0.46991946 0.55268759 0.37656945] [ 0.42437862 0.45143084 0.42100468 0.65003014 0.34261953] [ 0.39741154 0.59113365 0.5090359 0.73149355 0.45386829] [ 0.70519483 0.46940728 0.43236659 0.40639003 0.31635004] [ 0.43188472 0.48968907 0.56653869 0.78576368 0.43827809] [ 0.5682717 0.56432624 0.40059642 0.54460222 0.41361088] [ 0.7650925 0.51624644 0.41285407 0.19683594 0.2615238 ] [ 0.70265986 0.41910747 0.55054811 0.19827805 0.50083073] [ 0.37437509 0.51804187 0.66473587 0.63463626 0.51338432] [ 0.55523962 0.56164826 0.42776234 0.56839325 0.39173758] [ 0.38895443 0.62112025 0.33657077 0.66706027 0.45919435] [ 0.4421347 0.39619558 0.48378782 0.47886048 0.45555049] [ 0.54770485 0.49898906 0.54143017 0.2429344 0.49329189] [ 0.3735504 0.53295582 0.46005984 0.45903615 0.42135399] [ 0.29926783 0.43888396 0.54756301 0.69483214 0.58650519] [ 0.59851161 0.33021479 0.60469607 0.36559953 0.54103487] [ 0.75544691 0.39058971 0.55392647 0.30458998 0.33852781] [ 0.43953123 0.47867582 0.42192612 0.69359653 0.4661217 ] [ 0.52555745 0.43120475 0.56509127 0.39812859 0.36735865] [ 0.60920628 0.47998054 0.42913518 0.49466626 0.38646826] [ 0.59345302 0.43082739 0.5576353 0.41397922 0.46489797] [ 0.51081472 0.65527593 0.50847752 0.50867376 0.52694898] [ 0.29589557 0.53803652 0.55206313 0.81375368 0.45617771] [ 0.47093078 0.60589037 0.34293045 0.70177913 0.50654439] [ 0.5538 0.44412639 0.55200723 0.28962843 0.49267152] [ 0.75431942 0.42176472 0.4904843 0.22653361 0.43070488] [ 0.44837042 0.36913512 0.56159409 0.56616267 0.41547141] [ 0.32966307 0.54942015 0.4884182 0.79747096 0.46561803] [ 0.62078893 0.47931555 0.47611897 0.40976165 0.48602138] [ 0.67047964 0.5016293 0.47425537 0.53531335 0.53846258] [ 0.45106792 0.60382484 0.38905462 0.63823442 0.31491119] [ 0.56156928 0.54473788 0.42625313 0.60662882 0.31141482] [ 0.62845288 0.36877292 0.47930619 0.48335265 0.41396518] [ 0.54923819 0.38070454 0.5759121 0.65106941 0.32531645] [ 0.54734831 0.59333033 0.35595519 0.50452339 0.34297875] [ 0.7500382 0.38395364 0.3190554 0.42052929 0.32574615] [ 0.69458476 0.3801319 0.5274077 0.33087524 0.44076865] [ 0.69075465 0.43806062 0.56463415 0.28573535 0.42221546] [ 0.5421988 0.62957805 0.55757704 0.60431586 0.47768404] [ 0.587193 0.34578581 0.48938353 0.53742822 0.50256017] [ 0.68474233 0.52378198 0.49500641 0.36953496 0.35032018] [ 0.29415454 0.47204463 0.62028984 0.75206148 0.48766082] [ 0.72518382 0.47145918 0.56690218 0.31508173 0.41926046] [ 0.42943926 0.44250773 0.56418945 0.59957672 0.32346667] [ 0.61828473 0.38926303 0.57954793 0.24417665 0.5848841 ] [ 0.75566952 0.53592524 0.43268238 0.33286486 0.3954368 ] [ 0.39179732 0.41890102 0.47159173 0.53916726 0.52320196] [ 0.48786694 0.45312695 0.46860017 0.5689343 0.63143154] [ 0.4072334 0.45155251 0.41511044 0.57348297 0.43790963] [ 0.28286166 0.42070187 0.5682747 0.76049654 0.34748173] [ 0.56174389 0.40110427 0.49113642 0.58691968 0.49650822] [ 0.56331145 0.36827807 0.45086905 0.44975793 0.40471165] [ 0.38001374 0.56535898 0.48244322 0.71678771 0.4232363 ] [ 0.36193542 0.41752169 0.58388304 0.66654646 0.30690389] [ 0.44341247 0.58221745 0.50280869 0.65868541 0.42937231] [ 0.39007238 0.39174278 0.49411764 0.6957614 0.34880611] [ 0.6099598 0.40120506 0.41766387 0.46868452 0.39818658] [ 0.36944123 0.51867726 0.51941425 0.66747828 0.56090935] [ 0.74034926 0.54762944 0.39016449 0.3724988 0.34840281] [ 0.7589838 0.41604112 0.58160195 0.40587658 0.37390683] [ 0.67370014 0.60454257 0.46602067 0.4492189 0.50825008] [ 0.48763017 0.38127084 0.51568171 0.52287925 0.48604534] [ 0.29878545 0.43060009 0.57722759 0.82773276 0.58723666] [ 0.2721326 0.44217094 0.50697407 0.76613185 0.4900318 ] [ 0.73029566 0.4384316 0.51661769 0.44925902 0.32595357] [ 0.70890336 0.43884767 0.56234401 0.25673371 0.48993845] [ 0.66011106 0.39071094 0.60614296 0.28373381 0.54502315] [ 0.35587932 0.30260802 0.58078107 0.75675403 0.37605494] [ 0.53131721 0.54884556 0.41546609 0.77319381 0.48595207] [ 0.64209473 0.57243414 0.57232191 0.52552751 0.35621797] [ 0.41188278 0.60976985 0.36911706 0.79811846 0.35938302] [ 0.23040362 0.49270308 0.47859212 0.71689899 0.56765182] [ 0.45907166 0.58758471 0.49264442 0.74513904 0.30521102] [ 0.54279993 0.37322627 0.563823 0.52587655 0.41452575] [ 0.7672015 0.41282945 0.51990648 0.2435326 0.43760304] [ 0.54748975 0.56377841 0.48239979 0.52637418 0.49043203] [ 0.48416086 0.58534748 0.44884276 0.7320454 0.31621745] [ 0.4233847 0.43150516 0.26177985 0.76793769 0.32010293] [ 0.55882733 0.42088843 0.54396425 0.24464566 0.57266641] [ 0.33594838 0.37740278 0.48326243 0.80752477 0.52102767] [ 0.53628213 0.55659591 0.39622027 0.59504042 0.51370499] [ 0.66510893 0.43429397 0.50450625 0.33381442 0.56550972] [ 0.67713208 0.51353882 0.51720872 0.27558963 0.47882894] [ 0.4286891 0.45859538 0.4662985 0.6029524 0.42663642] [ 0.73111962 0.42683955 0.44572873 0.23055832 0.38951924] [ 0.63510623 0.46508924 0.58257709 0.28944698 0.44579573] [ 0.76335371 0.55535779 0.46688349 0.40603528 0.31882637] [ 0.56002588 0.48030371 0.58148746 0.51863581 0.52792002] [ 0.58359407 0.41385889 0.60339202 0.62266793 0.37527746] [ 0.54213346 0.44617703 0.45751816 0.54388879 0.36340734] [ 0.520092 0.51956232 0.36050615 0.77680332 0.50621515] [ 0.70883673 0.46915342 0.48594178 0.51193884 0.38397403] [ 0.693549 0.46284562 0.44476296 0.42160188 0.37554275] [ 0.67881027 0.38337089 0.51516847 0.24104414 0.48018873] Progress: 6.8% ... Training loss: 0.806 ... Validation loss: 1.318[ 0.43970333 0.37648663 0.50718419 0.55518457 0.42568995] [ 0.49368591 0.49825133 0.53237019 0.70179139 0.33766292] [ 0.56505317 0.47165596 0.57245265 0.49053468 0.5270739 ] [ 0.47019668 0.46845023 0.55546094 0.46184638 0.58041376] [ 0.53727855 0.52141009 0.42085404 0.50819215 0.45046525] [ 0.76344986 0.38098548 0.49158705 0.38741336 0.39293259] [ 0.61746499 0.46862272 0.51807274 0.29735784 0.4693638 ] [ 0.44026596 0.43381 0.54105365 0.48095525 0.63776701] [ 0.31075864 0.43938187 0.59945887 0.81024725 0.46023704] [ 0.4393822 0.49915316 0.46719817 0.8104988 0.34744045] [ 0.66193958 0.34497704 0.47450336 0.31250929 0.3551855 ] [ 0.44599709 0.4519173 0.51000493 0.60622979 0.47949612] [ 0.68047657 0.54725302 0.56875514 0.24411485 0.43834618] [ 0.45181388 0.48081553 0.44298014 0.5916507 0.37730168] [ 0.29259425 0.47286304 0.62012475 0.75281065 0.48795707] [ 0.61053487 0.50025256 0.51038311 0.38650782 0.57219744] [ 0.60535728 0.46421323 0.51578592 0.49298262 0.42769194] [ 0.67466856 0.41134512 0.47458866 0.44416719 0.44943708] [ 0.73679847 0.55220641 0.55258629 0.39320377 0.43704086] [ 0.37451278 0.48588169 0.52133095 0.55386151 0.53012378] [ 0.52922147 0.4842278 0.54306116 0.45768307 0.4104057 ] [ 0.39899563 0.50243947 0.5426116 0.69753562 0.4654004 ] [ 0.28168939 0.46178989 0.43738793 0.88425412 0.46062405] [ 0.65503124 0.42774757 0.64354461 0.37605707 0.40368828] [ 0.4277899 0.54936323 0.54386606 0.79305858 0.4392881 ] [ 0.68532224 0.52543765 0.53618866 0.41807245 0.44017283] [ 0.44904594 0.46110193 0.51522546 0.43828864 0.58179648] [ 0.4470361 0.41637948 0.4467559 0.72346204 0.32321163] [ 0.48581893 0.35785784 0.53144054 0.7010109 0.42795288] [ 0.24610939 0.43528161 0.50155844 0.75120644 0.45625068] [ 0.43205363 0.5410264 0.43996768 0.70122089 0.35955037] [ 0.49379036 0.55506911 0.50062728 0.49974036 0.32796573] [ 0.66245681 0.46213299 0.4333265 0.53190663 0.30207817] [ 0.51106082 0.62191636 0.36949922 0.6899947 0.47096763] [ 0.68601267 0.40310656 0.67084172 0.30340146 0.40234257] [ 0.39655048 0.35096063 0.58336765 0.60542597 0.44554868] [ 0.58585345 0.36873513 0.61973801 0.2887167 0.47608528] [ 0.5482556 0.34588452 0.59640412 0.52740105 0.2908732 ] [ 0.37377999 0.53499594 0.42834958 0.58830707 0.4059786 ] [ 0.61016415 0.56546901 0.5143243 0.59284311 0.38486118] [ 0.73996988 0.48704692 0.5613165 0.24339459 0.47972664] [ 0.57595156 0.45992883 0.47789197 0.47559519 0.40151439] [ 0.42616552 0.43039386 0.43874047 0.76085276 0.50558669] [ 0.72927886 0.3661217 0.58341758 0.34930612 0.38223028] [ 0.79641282 0.57757538 0.59403255 0.41891737 0.36012051] [ 0.57005427 0.551396 0.4433945 0.53557866 0.54968335] [ 0.61563382 0.54938133 0.42591379 0.69652233 0.32310792] [ 0.59733454 0.53027138 0.43346392 0.4193127 0.37882349] [ 0.6760349 0.54282699 0.34154466 0.41211801 0.35773703] [ 0.29480642 0.46562941 0.43872226 0.87827527 0.45114944] [ 0.44463203 0.47585158 0.46152683 0.70307778 0.54027908] [ 0.52106508 0.50944261 0.62237056 0.73258293 0.37027029] [ 0.57000704 0.50391816 0.60469875 0.43895769 0.46726784] [ 0.56335692 0.35206393 0.70113361 0.48832988 0.34725446] [ 0.45204713 0.45660083 0.62631386 0.6265647 0.48766005] [ 0.22951103 0.48184514 0.4812381 0.83391952 0.44472138] [ 0.4511009 0.37089585 0.60643289 0.65668266 0.46490388] [ 0.43290609 0.47344617 0.54397258 0.82815238 0.50819313] [ 0.45569711 0.45289922 0.43971694 0.76069772 0.51782742] [ 0.65106438 0.42203733 0.64931634 0.32135776 0.54360106] [ 0.47919556 0.3677452 0.4643777 0.73880989 0.36630077] [ 0.44426759 0.49164615 0.50419733 0.81453389 0.40580627] [ 0.67299014 0.41253754 0.62148038 0.24333017 0.3980642 ] [ 0.51846105 0.48083331 0.55403066 0.35155216 0.57115939] [ 0.45461869 0.50509174 0.46752093 0.73291289 0.34039945] [ 0.6846393 0.3830861 0.42106426 0.23359704 0.37494492] [ 0.53530176 0.34385773 0.46432384 0.40282159 0.42220948] [ 0.5106001 0.58005626 0.35249724 0.40818763 0.40088441] [ 0.56930968 0.36756865 0.57191012 0.44124104 0.51095175] [ 0.71430984 0.43722405 0.49431126 0.28300362 0.33116567] [ 0.44673684 0.58329376 0.45668119 0.65149511 0.39178131] [ 0.55869872 0.41500357 0.47005965 0.54465173 0.39069198] [ 0.64951506 0.36082871 0.54111233 0.23590971 0.52883839] [ 0.38147816 0.50643638 0.46177572 0.68516907 0.45678762] [ 0.46631824 0.54204854 0.38017567 0.65019484 0.4704251 ] [ 0.75396658 0.55168738 0.44438548 0.55981694 0.41228054] [ 0.69651986 0.23388606 0.46210794 0.30090713 0.37809478] [ 0.34726925 0.50951835 0.35465059 0.71004382 0.46679422] [ 0.63684423 0.53820064 0.43150282 0.37590291 0.51006594] [ 0.59989722 0.42475493 0.45779204 0.47315324 0.54259719] [ 0.65418323 0.49567551 0.56239758 0.34794842 0.43540021] [ 0.59331158 0.36123395 0.39654618 0.49593642 0.43397258] [ 0.62456823 0.43178904 0.54488535 0.23292485 0.51260596] [ 0.44074508 0.65152494 0.48966299 0.68410758 0.38465541] [ 0.38916712 0.50072343 0.54006058 0.7296405 0.60395464] [ 0.61077565 0.47887178 0.56557826 0.37541375 0.46508336] [ 0.60197243 0.44898835 0.60809738 0.29339943 0.5441102 ] [ 0.656565 0.47103183 0.5321334 0.30026185 0.48909743] [ 0.63124907 0.45483117 0.55398073 0.45514971 0.42379741] [ 0.27420107 0.43439748 0.37503507 0.86606669 0.38243923] [ 0.48388103 0.55586481 0.56002902 0.5911012 0.36897955] [ 0.67255074 0.47268147 0.58433032 0.31484206 0.45920414] [ 0.45749145 0.54830099 0.27942186 0.75091782 0.38841069] [ 0.5762822 0.49882139 0.55306612 0.47609932 0.40013737] [ 0.47157335 0.576497 0.3955187 0.70760905 0.44006416] [ 0.69300468 0.60765235 0.53122478 0.47327084 0.45246869] [ 0.44798354 0.46592418 0.51408348 0.69400489 0.34586786] [ 0.38591268 0.46887358 0.42640122 0.75061969 0.36029622] [ 0.50349665 0.51097027 0.5475595 0.51715127 0.46557868] [ 0.64602723 0.46118516 0.62006962 0.40549925 0.45600588] [ 0.36847897 0.34507235 0.56297918 0.6347454 0.58028311] [ 0.5145697 0.44577364 0.50936663 0.43229875 0.52421105] [ 0.56377171 0.39285859 0.4287329 0.46408335 0.39127717] [ 0.36621714 0.4203424 0.61922664 0.58937973 0.62918133] [ 0.42100469 0.47509086 0.46970106 0.7392726 0.33648322] [ 0.46237579 0.67234825 0.39279563 0.81120602 0.46781562] [ 0.54144364 0.45377164 0.47179658 0.50823435 0.58513518] [ 0.4606212 0.47310139 0.46922004 0.7670102 0.3889254 ] [ 0.68521479 0.3890648 0.47909423 0.42163965 0.47345432] [ 0.59299792 0.55900161 0.46873883 0.47647279 0.41734581] [ 0.30346231 0.44729572 0.4196673 0.85792771 0.50219879] [ 0.32485999 0.45653887 0.4740162 0.77573954 0.51456737] [ 0.45769039 0.62242347 0.53050034 0.71553791 0.46417873] [ 0.47875599 0.44889327 0.59803117 0.70017637 0.32799995] [ 0.41847431 0.61754273 0.39577606 0.68653141 0.48730365] [ 0.56974002 0.51931463 0.59235274 0.48826776 0.35967464] [ 0.39930089 0.43178323 0.55650568 0.72766957 0.32129387] [ 0.56967826 0.41156305 0.51687365 0.50280057 0.54874614] [ 0.68000635 0.53025813 0.49590159 0.44163143 0.34975542] [ 0.52374732 0.6511898 0.35942892 0.78101844 0.27642908] [ 0.58367039 0.45920318 0.55360875 0.38595038 0.51449011] [ 0.66716256 0.59091841 0.53523448 0.39848917 0.42567839] [ 0.61372636 0.52463052 0.46360246 0.31642621 0.5006367 ] [ 0.51100794 0.43928498 0.46901094 0.56434105 0.37742494] [ 0.45156182 0.55610948 0.45267443 0.70720781 0.53070178] [ 0.44910838 0.48913888 0.57786429 0.56404348 0.48598398] [ 0.38619695 0.58749848 0.43457568 0.78032483 0.48631237] [ 0.4903027 0.48643039 0.39159322 0.48899518 0.45919068] Progress: 6.8% ... Training loss: 0.804 ... Validation loss: 1.314[ 0.54449487 0.51029484 0.54012869 0.52961247 0.5748128 ] [ 0.65364165 0.46020653 0.47410445 0.40328338 0.45269622] [ 0.47400587 0.48204275 0.46262207 0.64581241 0.35210272] [ 0.65047467 0.36721042 0.58091604 0.40260689 0.43129731] [ 0.69672866 0.46337664 0.40830724 0.38726556 0.2717719 ] [ 0.47562007 0.4413898 0.52312723 0.47941343 0.40505796] [ 0.64285641 0.45179084 0.61554586 0.2584132 0.4257632 ] [ 0.5484142 0.54100984 0.41694513 0.60327818 0.37263437] [ 0.51801849 0.37033247 0.43062984 0.41409497 0.38146252] [ 0.2558663 0.4427958 0.44871052 0.85029688 0.47503965] [ 0.51540507 0.46704509 0.57798692 0.61721553 0.47474741] [ 0.54991436 0.35558649 0.54034584 0.53461947 0.43277161] [ 0.41707342 0.52908325 0.43071741 0.78868732 0.57397478] [ 0.38794389 0.49124144 0.5093899 0.59788269 0.62209004] [ 0.74327352 0.37798292 0.42759483 0.11299821 0.32361796] [ 0.26668718 0.50481007 0.53986698 0.80626154 0.48483893] [ 0.32186023 0.52190247 0.4565112 0.81921864 0.50808746] [ 0.32394309 0.50581958 0.41689974 0.78979919 0.53443192] [ 0.56530094 0.43746353 0.51081733 0.61261611 0.36991851] [ 0.47028504 0.41578415 0.59529771 0.37237232 0.53854482] [ 0.67745236 0.52500171 0.53258322 0.31018489 0.40797739] [ 0.65946877 0.43102564 0.42434225 0.28755615 0.34059012] [ 0.72407811 0.44419198 0.65806037 0.28467082 0.45202299] [ 0.51112355 0.54082856 0.59007314 0.51655604 0.49047679] [ 0.54908101 0.47965296 0.48764247 0.52661011 0.4450673 ] [ 0.67136688 0.53214593 0.4455295 0.54324855 0.48505803] [ 0.61402471 0.50785668 0.43698581 0.40132466 0.37677656] [ 0.5751584 0.47995666 0.58257987 0.4265705 0.51285912] [ 0.43861595 0.59774889 0.40131714 0.85010706 0.4260799 ] [ 0.58425932 0.4585615 0.54103416 0.31482094 0.46933551] [ 0.63791922 0.44477091 0.54868368 0.38024188 0.44866762] [ 0.49909404 0.35219775 0.51873616 0.55966065 0.44369196] [ 0.43247647 0.53999646 0.46944029 0.54438882 0.45091385] [ 0.46941196 0.54894058 0.38620801 0.4951501 0.39018399] [ 0.20846493 0.43983722 0.55989152 0.88148014 0.61782213] [ 0.72825249 0.47162371 0.5530505 0.28305506 0.45559194] [ 0.4867693 0.43230421 0.45481053 0.4990881 0.32012563] [ 0.53833988 0.49599786 0.49012306 0.40102772 0.60158691] [ 0.53970789 0.43335319 0.52654218 0.51151673 0.39605504] [ 0.56867268 0.42630203 0.53664842 0.30319177 0.38352235] [ 0.45173905 0.61559557 0.34982165 0.52683609 0.56280285] [ 0.67271948 0.46131597 0.44641495 0.3427535 0.3153928 ] [ 0.39322407 0.45701767 0.66164447 0.76925764 0.43429197] [ 0.42333548 0.4742622 0.53191423 0.76720623 0.34030164] [ 0.42998086 0.50975203 0.44714981 0.54632713 0.47005708] [ 0.43147458 0.54808103 0.48755988 0.67310789 0.33520053] [ 0.58223273 0.59069626 0.43621453 0.58497959 0.36494102] [ 0.35227326 0.41083273 0.69687767 0.66650737 0.53349876] [ 0.63159155 0.41251541 0.53524238 0.28582293 0.46305034] [ 0.45242686 0.41781118 0.61411396 0.81521866 0.39874374] [ 0.4019543 0.44929207 0.59377505 0.71021764 0.39789282] [ 0.50879125 0.45047807 0.53523093 0.6767742 0.41382456] [ 0.61108294 0.41400031 0.50905723 0.6194537 0.52193425] [ 0.3976256 0.39922023 0.46294222 0.81627722 0.37298029] [ 0.35906473 0.45791964 0.6256177 0.76298459 0.43132452] [ 0.34096932 0.48036054 0.62703132 0.74927686 0.4756585 ] [ 0.496404 0.49123811 0.29643724 0.60977743 0.44967831] [ 0.53754593 0.47547287 0.52756548 0.46200987 0.39995264] [ 0.65763492 0.44088022 0.45951786 0.30363894 0.29564742] [ 0.38096122 0.45301199 0.65003603 0.5583734 0.6198015 ] [ 0.48153958 0.4382897 0.53402456 0.47056576 0.53582831] [ 0.42586684 0.40182356 0.55558318 0.69664388 0.33594395] [ 0.69591881 0.43186796 0.56505903 0.41487493 0.43348437] [ 0.68650467 0.42090493 0.59667485 0.31226496 0.48364403] [ 0.55601985 0.42844197 0.59093187 0.417659 0.49365126] [ 0.51288822 0.54189903 0.34925388 0.57224938 0.43402946] [ 0.53375324 0.63141484 0.48914735 0.74996353 0.43690545] [ 0.66460342 0.45198057 0.57019482 0.37470904 0.40403301] [ 0.71460732 0.55050319 0.43625097 0.35072361 0.29187279] [ 0.56953492 0.35546619 0.4709914 0.47406563 0.64848439] [ 0.51718222 0.52876178 0.30350937 0.65198338 0.45424766] [ 0.67441591 0.4778078 0.34322861 0.49137109 0.3975876 ] [ 0.55690423 0.49219638 0.54339889 0.58679653 0.40538721] [ 0.69723588 0.5333079 0.48715602 0.39785411 0.46641525] [ 0.47098184 0.46780267 0.62297584 0.66897381 0.47422002] [ 0.70244684 0.55047804 0.49422995 0.27614409 0.41152176] [ 0.62033954 0.57778506 0.4851481 0.62198771 0.3487061 ] [ 0.73064893 0.43514445 0.47416747 0.33386239 0.53654417] [ 0.31058969 0.60062701 0.48164839 0.79890909 0.56791679] [ 0.42908705 0.58023041 0.44599697 0.62450365 0.43239169] [ 0.2041193 0.41205749 0.50451722 0.85165378 0.51426318] [ 0.24453965 0.43887568 0.53132436 0.86866997 0.57663348] [ 0.61987349 0.46260996 0.56662561 0.38193522 0.37000702] [ 0.74217969 0.51081432 0.44903451 0.34828232 0.27875627] [ 0.5815323 0.42783876 0.37139528 0.55373946 0.55628848] [ 0.30125409 0.34231271 0.52824309 0.78166924 0.57022064] [ 0.31759492 0.50769948 0.44725198 0.8833225 0.50845884] [ 0.3767743 0.560028 0.54543345 0.62526255 0.56890545] [ 0.63126017 0.39531263 0.66425057 0.33634925 0.40948686] [ 0.60997038 0.57136195 0.43877923 0.63970642 0.39921011] [ 0.6577589 0.46414853 0.38744248 0.39689778 0.31732302] [ 0.47852638 0.40730677 0.42203941 0.7358909 0.33218056] [ 0.43805189 0.61289409 0.5740171 0.68260163 0.43287867] [ 0.56670984 0.38481758 0.45291328 0.36766342 0.51134939] [ 0.50868066 0.37629975 0.62366855 0.59508426 0.58084063] [ 0.61419505 0.43946179 0.51680407 0.50455569 0.46366418] [ 0.67465869 0.50874451 0.4623736 0.41483177 0.45447755] [ 0.4428245 0.43087091 0.55112845 0.78768446 0.57220544] [ 0.62224572 0.43444865 0.42540884 0.35149331 0.43664344] [ 0.37237819 0.45643552 0.4084605 0.7139832 0.52467472] [ 0.37287538 0.41907258 0.5034737 0.60928884 0.56800258] [ 0.60338131 0.34970805 0.63645343 0.43945735 0.35469201] [ 0.54231722 0.61978434 0.44253566 0.64058261 0.42107291] [ 0.66185536 0.49808268 0.61591282 0.36241051 0.34835889] [ 0.6316951 0.38581746 0.47569257 0.17253035 0.39793816] [ 0.66432651 0.44746137 0.61402737 0.32423787 0.47392867] [ 0.8476214 0.38254255 0.53722026 0.13478222 0.34674703] [ 0.47379521 0.54887707 0.53747586 0.5488913 0.4643567 ] [ 0.65258494 0.62251079 0.38619715 0.57144307 0.44451552] [ 0.50349258 0.33625009 0.55278411 0.59737423 0.47338369] [ 0.81013798 0.4332769 0.36970567 0.31525248 0.41859842] [ 0.67798028 0.52942568 0.56206754 0.42371684 0.50729248] [ 0.55216111 0.54269425 0.47045819 0.57508235 0.63640825] [ 0.30275381 0.3792651 0.44700841 0.8040876 0.43077603] [ 0.74795364 0.46133273 0.50819342 0.29612349 0.34355861] [ 0.54994753 0.45870426 0.66070331 0.66860154 0.37292032] [ 0.32151656 0.53980244 0.53567573 0.56971014 0.44727727] [ 0.62608987 0.48763318 0.59574868 0.4659893 0.43560035] [ 0.55288322 0.43816731 0.49074859 0.37520233 0.46391041] [ 0.21187428 0.45852541 0.58004012 0.79396242 0.56912729] [ 0.33765127 0.40172094 0.55624521 0.80644155 0.51063075] [ 0.44207632 0.51712398 0.39839362 0.62203564 0.48904672] [ 0.35533788 0.5218786 0.54348875 0.80938998 0.58011503] [ 0.65971356 0.55710384 0.44425575 0.3586839 0.36319834] [ 0.43594741 0.48006408 0.44421647 0.43415156 0.43885998] [ 0.65845849 0.53839895 0.4943804 0.42393828 0.34445691] [ 0.75673129 0.38987957 0.55408136 0.30379216 0.33828736] [ 0.4456447 0.40630424 0.52769801 0.52019571 0.36669125] Progress: 6.9% ... Training loss: 0.803 ... Validation loss: 1.310[ 0.48844391 0.43781626 0.44509737 0.52231983 0.48117076] [ 0.69552174 0.56958779 0.56936691 0.4642944 0.55181059] [ 0.22765776 0.35090318 0.55465307 0.75224912 0.58277433] [ 0.55577406 0.51117439 0.4475815 0.53589173 0.30974647] [ 0.47881598 0.64664059 0.37864715 0.65196676 0.45173544] [ 0.57200625 0.46880403 0.63711587 0.33743699 0.56885111] [ 0.33575633 0.5090466 0.57367294 0.83562158 0.41685362] [ 0.78276091 0.39695093 0.40618236 0.20097461 0.32463163] [ 0.59477217 0.67881501 0.35633906 0.69010919 0.52098321] [ 0.57246027 0.47868345 0.45671661 0.38375422 0.36504101] [ 0.60700469 0.40270156 0.56169049 0.31605694 0.48683277] [ 0.30598341 0.41934168 0.46274336 0.78540618 0.54262446] [ 0.64698651 0.54462847 0.44565973 0.51691124 0.46290885] [ 0.6284445 0.4183367 0.5230935 0.31318846 0.47007771] [ 0.65769493 0.59269272 0.35405233 0.60120041 0.39292124] [ 0.52412538 0.56412412 0.43997075 0.66538238 0.37836801] [ 0.66045013 0.56620269 0.46428739 0.29869667 0.3354148 ] [ 0.36493804 0.32656433 0.53187868 0.69123825 0.41123237] [ 0.39092656 0.43238639 0.45822771 0.78943917 0.36401876] [ 0.50542727 0.65556646 0.30884531 0.72413129 0.46383341] [ 0.50720291 0.53631325 0.51534558 0.5065487 0.32585052] [ 0.80187398 0.43463744 0.47179565 0.37793056 0.32910119] [ 0.69513506 0.47040854 0.57559437 0.39462516 0.38056092] [ 0.23623546 0.4972332 0.54131406 0.85808754 0.51752803] [ 0.49404808 0.35025492 0.48354665 0.58703163 0.35766925] [ 0.42780873 0.44634989 0.47611875 0.64203403 0.39754698] [ 0.24557045 0.46082059 0.45417656 0.73937176 0.47271926] [ 0.37587716 0.47988094 0.59312708 0.72469038 0.3861112 ] [ 0.26386506 0.34236341 0.40560619 0.93054551 0.4632557 ] [ 0.57216944 0.65077988 0.41027932 0.62925388 0.44359694] [ 0.40438283 0.52450026 0.51845266 0.46342625 0.52016554] [ 0.5049332 0.51977362 0.43103622 0.58301811 0.4047207 ] [ 0.41616256 0.50387843 0.35522382 0.67594925 0.34849426] [ 0.38215083 0.58754674 0.56450084 0.72571104 0.5626611 ] [ 0.55566138 0.49523613 0.39746293 0.49320489 0.37344689] [ 0.72851872 0.60204932 0.45636414 0.3682404 0.32790991] [ 0.56718456 0.53679749 0.50926569 0.46015197 0.40321085] [ 0.50670291 0.44431411 0.47214094 0.41994303 0.57102469] [ 0.48326607 0.37188861 0.70361155 0.71856255 0.44148279] [ 0.35974546 0.4836423 0.48329244 0.61964942 0.43519904] [ 0.54750785 0.47825304 0.54233539 0.3566345 0.53900877] [ 0.65218001 0.55284236 0.42938939 0.40134411 0.43704797] [ 0.27420412 0.37693068 0.47960949 0.88173176 0.52197321] [ 0.5385201 0.56174772 0.3977202 0.68405799 0.3355845 ] [ 0.51430064 0.38393283 0.55546707 0.47283072 0.54570869] [ 0.70729161 0.69054329 0.41087963 0.62129661 0.46525419] [ 0.40692401 0.55054789 0.47237232 0.64701654 0.43601703] [ 0.4369584 0.50002404 0.43311425 0.61119863 0.53614012] [ 0.70003331 0.5257012 0.45385063 0.40551083 0.3179097 ] [ 0.75430111 0.50404289 0.58297054 0.22767106 0.52785507] [ 0.4796262 0.53225379 0.38990165 0.60272622 0.40286534] [ 0.63516807 0.47329382 0.61380497 0.39217509 0.45287252] [ 0.69124217 0.42789965 0.57806331 0.2733775 0.41866979] [ 0.54964478 0.50329829 0.50019205 0.55921634 0.61721714] [ 0.33263398 0.4565304 0.44026744 0.53549405 0.38538512] [ 0.55429575 0.57292041 0.51829768 0.50580262 0.40809793] [ 0.41999942 0.36770455 0.4562737 0.78470992 0.3620855 ] [ 0.4872672 0.51113848 0.40623874 0.5163127 0.47605461] [ 0.61388212 0.51044741 0.50086559 0.30532396 0.35792768] [ 0.72046072 0.37637514 0.49279972 0.30951677 0.44945725] [ 0.46297669 0.49747988 0.39506041 0.78561397 0.31804994] [ 0.40437399 0.59761571 0.52389234 0.69129318 0.42959319] [ 0.58271165 0.55232807 0.36778066 0.38545545 0.31422057] [ 0.25171257 0.54890262 0.3579836 0.93385474 0.46205938] [ 0.72537954 0.51507264 0.51965843 0.46984855 0.31128715] [ 0.2152283 0.50179378 0.5384798 0.87233417 0.5305066 ] [ 0.62295991 0.33039808 0.4917252 0.49636366 0.2909482 ] [ 0.48977569 0.35832502 0.55939239 0.52225695 0.31459603] [ 0.46337864 0.54657237 0.3872316 0.69476708 0.60117865] [ 0.76786235 0.5145908 0.413194 0.19560717 0.26105315] [ 0.76247696 0.46607688 0.40870531 0.25228326 0.3192963 ] [ 0.56831197 0.52903637 0.35118179 0.66177839 0.23938279] [ 0.43869812 0.52826362 0.45397585 0.72657653 0.47792625] [ 0.58977358 0.35595926 0.57217657 0.34576428 0.42336949] [ 0.54197374 0.53156034 0.5873368 0.3967023 0.51329877] [ 0.42084954 0.56632161 0.59279101 0.67346107 0.57476952] [ 0.27670445 0.45024533 0.51573121 0.78717036 0.36021521] [ 0.67355309 0.55403042 0.38073116 0.52986959 0.2758531 ] [ 0.61500812 0.60488775 0.43541299 0.39093089 0.52509413] [ 0.18297425 0.52039612 0.45770775 0.90215544 0.56759372] [ 0.45558028 0.45543882 0.57525754 0.49280381 0.55570246] [ 0.55315367 0.55174404 0.35316949 0.63304829 0.27823625] [ 0.37820277 0.5744256 0.48311386 0.77625799 0.52170054] [ 0.66237895 0.51358325 0.42017923 0.61032244 0.46412607] [ 0.47824914 0.45008799 0.6007089 0.3225458 0.67630599] [ 0.67186237 0.49086139 0.52431574 0.42714067 0.47108324] [ 0.65562585 0.35413723 0.50725489 0.38046115 0.55274472] [ 0.49470801 0.52091865 0.32657247 0.63176786 0.4797878 ] [ 0.55251903 0.38445253 0.46885472 0.46128414 0.5130864 ] [ 0.53799628 0.51707741 0.35909906 0.56439106 0.39304751] [ 0.33422749 0.48284585 0.57242891 0.66773577 0.50823548] [ 0.57516299 0.43773922 0.54773447 0.2964664 0.52870191] [ 0.50823703 0.55117824 0.35826111 0.6059332 0.28826633] [ 0.75410793 0.4777832 0.44949059 0.27601784 0.32246216] [ 0.62213864 0.40135037 0.56439894 0.26113772 0.3981878 ] [ 0.50591361 0.61010414 0.51518953 0.73750375 0.52277004] [ 0.45109366 0.4379696 0.50139803 0.62399964 0.42730138] [ 0.42743879 0.47617457 0.47242815 0.71341916 0.55654637] [ 0.61942742 0.36104122 0.51505276 0.25647127 0.45428189] [ 0.4006185 0.41708417 0.59926341 0.65040989 0.45569512] [ 0.59362718 0.31708299 0.44753321 0.46013013 0.49420466] [ 0.51091866 0.50117031 0.31625613 0.53519135 0.26396678] [ 0.58025424 0.4336647 0.31842833 0.49816714 0.4622489 ] [ 0.48574741 0.45952507 0.65334274 0.54274479 0.44285658] [ 0.52744673 0.56380519 0.52996118 0.52451084 0.33891633] [ 0.5346473 0.52830379 0.48659792 0.48263548 0.52387212] [ 0.29557395 0.49065637 0.56098409 0.76699069 0.52108753] [ 0.39841782 0.42149432 0.47921279 0.6410864 0.30638578] [ 0.63253372 0.46355186 0.57885529 0.36048587 0.49407199] [ 0.4434774 0.45300428 0.50976852 0.60756315 0.47989223] [ 0.36087754 0.43806615 0.43846356 0.63832 0.44470507] [ 0.66551751 0.58397069 0.5053376 0.56651959 0.39982902] [ 0.49180429 0.46839222 0.57256429 0.49522677 0.44823046] [ 0.6096952 0.41711527 0.49866179 0.417342 0.37790229] [ 0.81434742 0.41152984 0.40658022 0.16918651 0.26345722] [ 0.62253798 0.52524745 0.48714673 0.37932709 0.43112183] [ 0.61401181 0.39696866 0.55716901 0.46197007 0.47718453] [ 0.54369588 0.46143021 0.33293694 0.65708333 0.35714222] [ 0.51955273 0.40682493 0.56714515 0.53409609 0.39649521] [ 0.62760061 0.53711553 0.44542125 0.54591799 0.46676127] [ 0.76306448 0.52222622 0.55750707 0.22752943 0.46628329] [ 0.49883543 0.39944781 0.52954657 0.60219639 0.35585192] [ 0.56698299 0.34098065 0.34627127 0.48581209 0.39500398] [ 0.56948272 0.35548987 0.4709877 0.47400395 0.64849035] [ 0.4143768 0.60553855 0.46540707 0.732362 0.43227765] [ 0.32906551 0.37129087 0.45701371 0.76424541 0.42754472] [ 0.4350981 0.50575126 0.38220548 0.73298542 0.26717262] [ 0.50497434 0.53324274 0.4536507 0.6065556 0.40650945] Progress: 7.0% ... Training loss: 0.802 ... Validation loss: 1.307[ 0.54982835 0.39239778 0.41134461 0.50411999 0.60956442] [ 0.36187234 0.60231852 0.32544856 0.85210959 0.60390669] [ 0.69416853 0.57411413 0.48390763 0.42526874 0.44943212] [ 0.61974478 0.49569993 0.46200138 0.38942577 0.38728091] [ 0.58774373 0.40846345 0.58952381 0.38059273 0.4899954 ] [ 0.63524867 0.36139723 0.55873068 0.40080823 0.45569517] [ 0.54961708 0.56772684 0.3925489 0.40768846 0.46152232] [ 0.33705533 0.40876916 0.45920972 0.77793789 0.44672152] [ 0.50410768 0.52938703 0.63389636 0.46704746 0.48778263] [ 0.51434577 0.50235668 0.45608205 0.56641859 0.24103026] [ 0.61183536 0.47068214 0.36812449 0.40125866 0.43870846] [ 0.40225723 0.27971369 0.4787704 0.63616149 0.40456168] [ 0.68613431 0.38235179 0.42122597 0.23305788 0.37466759] [ 0.49145536 0.5535322 0.45579993 0.63438589 0.44566844] [ 0.43706405 0.65897038 0.35638317 0.67466747 0.41019419] [ 0.53266842 0.60491912 0.48443985 0.6154099 0.46918547] [ 0.24976668 0.43101614 0.5037919 0.77032897 0.46265132] [ 0.54679151 0.56002154 0.43327496 0.53439624 0.39740901] [ 0.31934879 0.56446238 0.36570766 0.73519576 0.52663299] [ 0.19197895 0.56497954 0.46285575 0.90178779 0.53801089] [ 0.71772203 0.50834094 0.40157227 0.4180766 0.48620592] [ 0.49462304 0.43317573 0.52862289 0.44612308 0.4007287 ] [ 0.52570723 0.45003585 0.49281383 0.39331078 0.55271501] [ 0.59377097 0.42714488 0.42370623 0.44412926 0.48495973] [ 0.51664033 0.41936765 0.5030693 0.74804851 0.32877255] [ 0.3327676 0.40265111 0.48461804 0.73731388 0.39150381] [ 0.52815204 0.35476526 0.51701749 0.6700769 0.33464486] [ 0.32853236 0.44917543 0.57388156 0.69064958 0.52841563] [ 0.44813531 0.41043154 0.52011704 0.52837488 0.54956823] [ 0.48812943 0.55410247 0.33401247 0.64059142 0.48582652] [ 0.62259086 0.52716594 0.43001463 0.59388071 0.34098561] [ 0.64981033 0.55124055 0.49863093 0.38857141 0.40745722] [ 0.27491348 0.49714954 0.54060841 0.83626475 0.5104526 ] [ 0.60395877 0.54346077 0.52998956 0.47580255 0.3660019 ] [ 0.62296796 0.5194293 0.36699026 0.4441265 0.42093951] [ 0.59137423 0.47236056 0.50877697 0.4424285 0.52976251] [ 0.33670006 0.42316062 0.5222015 0.73783555 0.4676374 ] [ 0.67759148 0.49193039 0.40591039 0.30419311 0.27882281] [ 0.64586962 0.4561148 0.61102496 0.41566289 0.50270546] [ 0.5140072 0.49907458 0.36914031 0.49476583 0.4379524 ] [ 0.35652837 0.56195976 0.44375394 0.59089627 0.46573086] [ 0.38762935 0.61819492 0.54052168 0.78327759 0.54276991] [ 0.3299764 0.54295457 0.58364215 0.79179378 0.43564312] [ 0.36773871 0.39012981 0.55915835 0.61363728 0.4949756 ] [ 0.4932985 0.41078271 0.56543579 0.31275136 0.52192267] [ 0.56394468 0.38936606 0.56846723 0.34772288 0.48457999] [ 0.5981714 0.3864816 0.47914266 0.58653522 0.32298999] [ 0.37018622 0.39930649 0.46760026 0.64773646 0.39664757] [ 0.63429853 0.53387197 0.53112206 0.46615205 0.42822624] [ 0.42523946 0.35223457 0.37691267 0.66560634 0.49548762] [ 0.47655926 0.52559728 0.51575646 0.45839882 0.37991127] [ 0.66272992 0.53732909 0.48584021 0.44061347 0.32609406] [ 0.46944051 0.60351408 0.51907644 0.72638795 0.42605572] [ 0.54680712 0.5167211 0.50803137 0.8137054 0.39382478] [ 0.65351203 0.49167031 0.47226695 0.44901458 0.34070782] [ 0.42250414 0.6030087 0.45972369 0.75014763 0.45361629] [ 0.50288751 0.66448787 0.46358155 0.73353263 0.44682975] [ 0.54724253 0.51568372 0.54270729 0.44714076 0.529158 ] [ 0.38844876 0.53510188 0.36776711 0.7328872 0.3229422 ] [ 0.45229361 0.41865734 0.56780878 0.49729707 0.57931546] [ 0.46287332 0.48172303 0.41602965 0.75833528 0.32825161] [ 0.6365273 0.51898739 0.60361447 0.40650499 0.46693414] [ 0.38740425 0.46555068 0.54243775 0.69555981 0.45085635] [ 0.50949124 0.5805131 0.3524111 0.40850642 0.40104461] [ 0.3839641 0.57407946 0.54675095 0.61298762 0.49318861] [ 0.63335472 0.49604003 0.49511968 0.28139234 0.46064303] [ 0.21105231 0.36538284 0.4010384 0.90418933 0.5329512 ] [ 0.35975589 0.50609853 0.54488362 0.80070006 0.39989478] [ 0.73557643 0.39754484 0.53618432 0.30605486 0.4355633 ] [ 0.37177872 0.54429012 0.35489257 0.77145829 0.48795576] [ 0.57268073 0.44087649 0.48700031 0.49879282 0.43527189] [ 0.55249358 0.43079278 0.56170717 0.50705712 0.36628684] [ 0.36664527 0.46230773 0.59688748 0.80420437 0.45893679] [ 0.64156522 0.61367375 0.34358177 0.7817755 0.45208908] [ 0.40733374 0.51700421 0.48519473 0.79858779 0.46166097] [ 0.64374594 0.59912719 0.46625615 0.66816667 0.39997875] [ 0.52204016 0.44783791 0.33235717 0.52839537 0.50298096] [ 0.62084603 0.42104612 0.47702713 0.42076866 0.46317661] [ 0.55327546 0.56189376 0.54294024 0.6908529 0.31761527] [ 0.74435102 0.52464142 0.43396492 0.23358412 0.28860734] [ 0.47126199 0.43729654 0.54478405 0.4167574 0.48239924] [ 0.61503616 0.50068732 0.35683228 0.49155328 0.3375695 ] [ 0.24457471 0.4144099 0.48692986 0.87839801 0.48269481] [ 0.45013172 0.37719528 0.55998693 0.80011234 0.41666316] [ 0.51793163 0.47558523 0.45624471 0.50569302 0.44550687] [ 0.51486922 0.44675207 0.43139929 0.52663569 0.42498094] [ 0.57319437 0.48698358 0.49865279 0.35087265 0.51452377] [ 0.44327768 0.37774555 0.51056031 0.78461006 0.43171628] [ 0.58925044 0.51079483 0.56510844 0.46292836 0.55653715] [ 0.3930744 0.51742724 0.43072134 0.70993501 0.51591372] [ 0.70308096 0.44762418 0.54984102 0.23984013 0.45815484] [ 0.56483927 0.59460496 0.47423716 0.34368706 0.5071431 ] [ 0.55072513 0.48711208 0.46598521 0.54589293 0.34578758] [ 0.74072836 0.54793835 0.54535789 0.43633552 0.34129426] [ 0.46899443 0.47688355 0.52775669 0.6902145 0.28637518] [ 0.74509818 0.46439673 0.5052096 0.52396882 0.43212404] [ 0.36919942 0.45019339 0.52459138 0.64706275 0.4913419 ] [ 0.37300426 0.47364722 0.39075783 0.69002864 0.47043443] [ 0.33362561 0.55104934 0.50112537 0.80908881 0.40306921] [ 0.37604129 0.42749636 0.48011486 0.80033994 0.50235943] [ 0.70638205 0.46877023 0.43250238 0.40549991 0.31614049] [ 0.68337201 0.54319882 0.45899666 0.35326201 0.41239887] [ 0.42812237 0.56658273 0.47471682 0.68914119 0.37344612] [ 0.53321473 0.53922957 0.39756792 0.44954763 0.42848491] [ 0.4938019 0.52133974 0.32649549 0.63203361 0.47994318] [ 0.52794669 0.47961346 0.57352439 0.32587201 0.6459762 ] [ 0.22681602 0.52617397 0.37933966 0.88022755 0.45996841] [ 0.21576154 0.38237299 0.37206024 0.83214466 0.46385596] [ 0.57622764 0.47055208 0.5755852 0.4224755 0.40575002] [ 0.53146744 0.56640573 0.42614706 0.59479086 0.40787895] [ 0.5187122 0.44062784 0.61253161 0.67937486 0.42847336] [ 0.46504888 0.48460131 0.64005734 0.65012885 0.45660154] [ 0.7112179 0.44370779 0.49342558 0.32843887 0.40538648] [ 0.57102313 0.3988915 0.52452339 0.47940618 0.54644704] [ 0.40640004 0.49665131 0.54091508 0.80166828 0.36704772] [ 0.63305993 0.40731967 0.51613428 0.38994245 0.46912383] [ 0.49819659 0.35259388 0.51864346 0.5601536 0.4438476 ] [ 0.43194477 0.54076015 0.41925954 0.75456256 0.32476398] [ 0.59536054 0.43618699 0.43058517 0.5950972 0.42076656] [ 0.59128483 0.50549398 0.4832749 0.40142604 0.32052948] [ 0.35038662 0.41173841 0.69670581 0.66746788 0.53383502] [ 0.71251208 0.50102683 0.62639337 0.20088811 0.52927989] [ 0.69464097 0.45374902 0.57402533 0.35064328 0.48257727] [ 0.65713888 0.49860354 0.49507749 0.35974819 0.43292383] [ 0.71762841 0.46070453 0.46543988 0.40930831 0.46670214] [ 0.45345948 0.43329821 0.59051328 0.6535504 0.54930227] [ 0.67784943 0.47333403 0.58863344 0.35120093 0.54318949] [ 0.42152961 0.34726328 0.60890244 0.66423553 0.57699696] Progress: 7.0% ... Training loss: 0.801 ... Validation loss: 1.313[ 0.57726055 0.47726111 0.52668324 0.43029293 0.37915048] [ 0.30110609 0.58153445 0.39593178 0.81716648 0.48493599] [ 0.26910044 0.39851509 0.42731109 0.80396064 0.43058274] [ 0.77192579 0.49753789 0.4580531 0.40545487 0.33326565] [ 0.57784517 0.43379487 0.49695934 0.65357754 0.30634003] [ 0.62507149 0.55428352 0.51460973 0.51179659 0.52880488] [ 0.5173224 0.40673415 0.51560244 0.44553062 0.48226437] [ 0.26951 0.40597541 0.5734054 0.71906952 0.41875755] [ 0.20874943 0.52415375 0.52434537 0.83258048 0.57547008] [ 0.63091209 0.51376297 0.57623861 0.57303428 0.4295231 ] [ 0.45442751 0.57490703 0.55086713 0.54030948 0.4129604 ] [ 0.68993127 0.48191345 0.46745002 0.39318918 0.25419152] [ 0.41189013 0.41020465 0.58472956 0.67720987 0.36066585] [ 0.39890331 0.49176325 0.3474018 0.54853521 0.45215637] [ 0.53019199 0.36742241 0.52148851 0.66823338 0.45275341] [ 0.59871762 0.44690797 0.50757104 0.31049887 0.41591582] [ 0.55044288 0.54530812 0.41704248 0.41332103 0.36458813] [ 0.46769778 0.52163094 0.58017246 0.74825252 0.41642682] [ 0.59135308 0.48803626 0.45319061 0.41952203 0.37450305] [ 0.37101615 0.487526 0.52098324 0.5557148 0.53071103] [ 0.26673044 0.52750139 0.50710227 0.67694263 0.46513392] [ 0.612779 0.53536424 0.45662156 0.33716751 0.46037621] [ 0.44542264 0.45192911 0.58616666 0.51126185 0.54565953] [ 0.59610042 0.64525324 0.47289785 0.61934054 0.4723809 ] [ 0.74783901 0.46399365 0.60208139 0.36375157 0.39844621] [ 0.41298636 0.43773944 0.51949697 0.50985811 0.4804578 ] [ 0.43526609 0.5506007 0.61179969 0.59795008 0.53159514] [ 0.21479538 0.40257149 0.59429415 0.81126855 0.52310905] [ 0.36827367 0.50574102 0.4264762 0.54413564 0.54424769] [ 0.50168183 0.44001628 0.372988 0.61352036 0.41487846] [ 0.36325773 0.49090655 0.44712901 0.87986077 0.46135592] [ 0.25195272 0.48403271 0.57111233 0.80831109 0.54441941] [ 0.24942337 0.48028528 0.45393918 0.84658352 0.37387308] [ 0.42338879 0.48269255 0.5442055 0.34489542 0.64085112] [ 0.42977959 0.59010502 0.46860081 0.83064064 0.43012414] [ 0.60332019 0.48238922 0.50244362 0.68026018 0.35591876] [ 0.2049284 0.52211656 0.50806027 0.83141626 0.51047643] [ 0.44028503 0.35287013 0.35804633 0.56027625 0.37701769] [ 0.60207082 0.53864716 0.52576665 0.45077513 0.44784176] [ 0.34893547 0.49039381 0.48222469 0.55472257 0.40467305] [ 0.68488703 0.35638482 0.53481806 0.36342945 0.3864193 ] [ 0.54527651 0.4594872 0.58999457 0.6324551 0.32833261] [ 0.58947322 0.5314696 0.44319329 0.36776333 0.48805561] [ 0.65134156 0.60618531 0.41845232 0.51359933 0.43781453] [ 0.24112752 0.53770869 0.47634202 0.89325004 0.43003007] [ 0.51793941 0.56320116 0.55989242 0.70459909 0.29383526] [ 0.5827293 0.39430368 0.55789651 0.50509875 0.4004818 ] [ 0.63212474 0.35263201 0.42999703 0.42129399 0.40303499] [ 0.24367693 0.41502968 0.48679781 0.87860689 0.48293296] [ 0.68611049 0.54444369 0.57302934 0.26632116 0.46694881] [ 0.73708795 0.4549093 0.45586677 0.2730106 0.30065969] [ 0.55674137 0.49233362 0.48792438 0.54336661 0.32252422] [ 0.76936507 0.42167752 0.52251368 0.22214868 0.33954903] [ 0.67906224 0.42170112 0.41563179 0.41870658 0.40137889] [ 0.4769224 0.40904656 0.3611658 0.74340152 0.53361992] [ 0.66851372 0.45148548 0.49689191 0.29591215 0.45748721] [ 0.57974135 0.47706599 0.56734002 0.34134367 0.48679079] [ 0.57745301 0.5640435 0.54456604 0.46132349 0.46626336] [ 0.54862278 0.44075157 0.37277292 0.54041095 0.63103286] [ 0.50007151 0.4157437 0.62699428 0.42815914 0.4722994 ] [ 0.6523125 0.46235892 0.55219733 0.53193278 0.40096664] [ 0.74610363 0.4616253 0.49682638 0.37988314 0.38153299] [ 0.60839147 0.5607411 0.36009991 0.54175796 0.32973109] [ 0.43923169 0.54991589 0.31757894 0.75277563 0.3943409 ] [ 0.64759902 0.65559393 0.46518253 0.55196143 0.55901547] [ 0.33593893 0.51670436 0.46851956 0.66415778 0.61771413] [ 0.75070395 0.4092669 0.57847802 0.21852841 0.44996067] [ 0.46780136 0.34580844 0.44093858 0.44110193 0.39559252] [ 0.49536092 0.50580418 0.44955308 0.45903437 0.55410587] [ 0.59405617 0.38126348 0.60656178 0.47828302 0.4159247 ] [ 0.7605141 0.47058585 0.48517191 0.14536151 0.34426845] [ 0.40889718 0.61796058 0.4588078 0.68882401 0.45714625] [ 0.58824636 0.48395206 0.38097596 0.49781931 0.32285391] [ 0.45064861 0.47258542 0.51875312 0.62314389 0.30021072] [ 0.2393775 0.54646034 0.55290036 0.86819407 0.50665119] [ 0.51548857 0.51695592 0.49045803 0.50910859 0.42765194] [ 0.61632374 0.48900199 0.44713407 0.58416276 0.41124727] [ 0.50654671 0.43558419 0.65107012 0.74432477 0.31445287] [ 0.69193276 0.55620084 0.48984602 0.38546095 0.49075543] [ 0.35909465 0.5548887 0.46031914 0.71242113 0.33255817] [ 0.52668577 0.56212927 0.40300423 0.6679773 0.53383818] [ 0.46167047 0.46759454 0.42142617 0.52410811 0.4337597 ] [ 0.64683179 0.5164741 0.39203257 0.34635564 0.30581564] [ 0.43972621 0.56221294 0.40049987 0.75880386 0.43927861] [ 0.4171835 0.58466322 0.37152025 0.72134575 0.36297769] [ 0.7848569 0.39559362 0.40647002 0.19996579 0.32417344] [ 0.51128525 0.57562183 0.67194824 0.55722715 0.48935036] [ 0.61334935 0.53135144 0.39820422 0.60659769 0.36279772] [ 0.47911648 0.42233417 0.52158466 0.60905066 0.35928955] [ 0.51770221 0.47837587 0.57139837 0.48322363 0.42607158] [ 0.6021723 0.53049251 0.33272299 0.62993137 0.35933483] [ 0.72104515 0.4708678 0.43246204 0.38893862 0.34532568] [ 0.71214764 0.57601917 0.38079243 0.43389107 0.31669283] [ 0.76547123 0.42811209 0.42053642 0.28814487 0.33480912] [ 0.47873114 0.45741074 0.54728113 0.76970514 0.42104628] [ 0.35509479 0.4773083 0.51473899 0.83813906 0.4641387 ] [ 0.51478412 0.58284208 0.60042763 0.63538916 0.47630297] [ 0.39049088 0.41226039 0.49790241 0.64175888 0.34715395] [ 0.46608686 0.49493364 0.50507821 0.57832034 0.37885288] [ 0.47911648 0.42233417 0.52158466 0.60905066 0.35928955] [ 0.59853117 0.39051914 0.46277523 0.5459694 0.47501429] [ 0.21281545 0.45959534 0.5885874 0.81277205 0.52467586] [ 0.30883912 0.5329289 0.46431976 0.76603066 0.42535192] [ 0.66539492 0.46361157 0.58482453 0.42389723 0.42671146] [ 0.80461043 0.46728516 0.58142274 0.20602824 0.50222861] [ 0.66706199 0.43337328 0.50470411 0.33283859 0.56515782] [ 0.50988367 0.54843595 0.45082901 0.42535904 0.54563248] [ 0.23490636 0.53410034 0.45331735 0.78189254 0.4219143 ] [ 0.7474317 0.40648142 0.54532465 0.20523161 0.44339899] [ 0.6806677 0.3881327 0.38585437 0.2384533 0.30751004] [ 0.40352594 0.50650221 0.43366651 0.7223422 0.51408927] [ 0.63242483 0.41684915 0.51920867 0.3493186 0.65295588] [ 0.49498138 0.5860177 0.41305616 0.69156912 0.32133759] [ 0.61541239 0.52657611 0.51219197 0.40862997 0.3982658 ] [ 0.56321691 0.36468494 0.48893135 0.73344695 0.38862228] [ 0.50803133 0.4696822 0.53407591 0.48205317 0.59901205] [ 0.72345524 0.5429257 0.55268954 0.41945543 0.44016858] [ 0.37648998 0.60149068 0.40480307 0.6639861 0.3818993 ] [ 0.38093088 0.49751252 0.57428094 0.47418112 0.58106066] [ 0.57090759 0.57584395 0.36878533 0.54816744 0.4442055 ] [ 0.67799983 0.43694817 0.47011113 0.37303181 0.39389679] [ 0.63873825 0.62178947 0.56048142 0.45642754 0.45700859] [ 0.48454362 0.56582879 0.50199349 0.67131904 0.4432444 ] [ 0.30190584 0.56474496 0.46473465 0.70977258 0.56664845] [ 0.53055453 0.37734097 0.55325104 0.73616951 0.2881149 ] [ 0.59345939 0.56375937 0.50616702 0.43192648 0.39677241] [ 0.61884115 0.48043174 0.49823703 0.48689461 0.35422658] [ 0.5937015 0.38035726 0.45290707 0.44678083 0.60981004] Progress: 7.0% ... Training loss: 0.800 ... Validation loss: 1.312[ 0.64908747 0.47042624 0.48298621 0.2690855 0.38910156] [ 0.68006709 0.49218709 0.49699892 0.33681027 0.43207799] [ 0.45796067 0.62906654 0.3928228 0.69337803 0.48528187] [ 0.40438668 0.53466408 0.52181113 0.81060522 0.56161154] [ 0.5599597 0.42887698 0.58138778 0.43518787 0.45978109] [ 0.78659623 0.38170106 0.50562921 0.18196114 0.4061082 ] [ 0.39554785 0.52104149 0.4979087 0.83766302 0.351169 ] [ 0.46983578 0.39015037 0.55541237 0.48117418 0.55319437] [ 0.35936328 0.55194283 0.55969193 0.65279362 0.54107593] [ 0.45743809 0.49438363 0.47954646 0.56861013 0.41515115] [ 0.5269591 0.40722629 0.38276481 0.45592439 0.36023445] [ 0.47486857 0.47008469 0.54456445 0.6394102 0.39118952] [ 0.6626357 0.50847656 0.56491999 0.39770769 0.46486773] [ 0.23567048 0.42026161 0.5889985 0.7061554 0.51667677] [ 0.56972341 0.59488554 0.41233853 0.64429352 0.46766037] [ 0.78970709 0.54174133 0.57416965 0.17944449 0.4098711 ] [ 0.32419385 0.48294138 0.62647065 0.58364564 0.66067601] [ 0.78145458 0.34521649 0.54783403 0.15367659 0.33639597] [ 0.64811728 0.473355 0.47330235 0.46614297 0.37461177] [ 0.78281906 0.48394656 0.52462161 0.36005086 0.33127863] [ 0.69276618 0.47533653 0.35261754 0.43267038 0.37719784] [ 0.39436999 0.42458253 0.4867136 0.81792052 0.46866704] [ 0.46121253 0.41814761 0.50442126 0.70610199 0.29713987] [ 0.68785039 0.54357006 0.57321676 0.26550406 0.46663329] [ 0.2598447 0.37983232 0.4629389 0.8711341 0.42657654] [ 0.75134636 0.37741867 0.63490335 0.20624916 0.47403289] [ 0.27655955 0.49065769 0.45610049 0.86940806 0.46660396] [ 0.57158029 0.4243921 0.58685725 0.33097108 0.3971705 ] [ 0.23248951 0.49971946 0.54078981 0.85922176 0.51844094] [ 0.60642258 0.4716721 0.46514959 0.38749698 0.46830589] [ 0.57884976 0.47055475 0.49228883 0.63417727 0.37513695] [ 0.45116343 0.49110544 0.59374083 0.51054693 0.58650528] [ 0.29006281 0.38992805 0.55090473 0.71221537 0.37490068] [ 0.48204968 0.35305889 0.50794742 0.62940713 0.50808183] [ 0.37978049 0.38302131 0.5208811 0.6909285 0.73385158] [ 0.3507511 0.5291756 0.41407409 0.7391907 0.27289198] [ 0.31433852 0.51373432 0.60297489 0.76991731 0.41778567] [ 0.36663413 0.44747781 0.58947595 0.70141759 0.51709135] [ 0.53925009 0.4513547 0.37254797 0.5327906 0.397254 ] [ 0.2722223 0.60517799 0.5279412 0.79916245 0.62197773] [ 0.39182419 0.55193609 0.51322946 0.69657922 0.58627661] [ 0.49937377 0.44922307 0.67192763 0.65519382 0.43570167] [ 0.68163958 0.54111138 0.51093932 0.42776539 0.40948701] [ 0.31828418 0.42589397 0.51858762 0.66809829 0.58606221] [ 0.37709557 0.56435467 0.38018195 0.60042345 0.40099244] [ 0.56388187 0.50195717 0.51789408 0.56703942 0.53348715] [ 0.74242134 0.36685616 0.66091625 0.1835683 0.44795761] [ 0.47315928 0.61853097 0.43927704 0.54275832 0.63333198] [ 0.51316945 0.57411541 0.53739359 0.56818563 0.52441992] [ 0.30834928 0.4763623 0.52156514 0.74125117 0.45468366] [ 0.5641688 0.5401818 0.50657766 0.56186196 0.53460509] [ 0.38317843 0.47028238 0.42610804 0.75153869 0.36077556] [ 0.71665583 0.43210543 0.54080967 0.28187102 0.46464346] [ 0.23807281 0.40813257 0.48566339 0.8853948 0.47963497] [ 0.70059227 0.58687712 0.47123762 0.31571545 0.44109219] [ 0.4234747 0.40979553 0.47022532 0.61818016 0.37510636] [ 0.44434784 0.36610476 0.36771311 0.66311911 0.49550616] [ 0.55892855 0.54965224 0.56301884 0.65299409 0.56171819] [ 0.59881242 0.51560025 0.53985718 0.22905507 0.60213761] [ 0.71909415 0.52830393 0.5051813 0.21103833 0.33640445] [ 0.7156255 0.41294649 0.50264999 0.48749326 0.41016322] [ 0.47793225 0.4867695 0.43929704 0.55592116 0.32277308] [ 0.44981651 0.60203423 0.5585878 0.70840007 0.47382382] [ 0.36002204 0.51177813 0.6053514 0.74178548 0.45036053] [ 0.48073728 0.49264722 0.58134577 0.6434416 0.58969224] [ 0.61949876 0.52974829 0.30652549 0.52320735 0.34719293] [ 0.71342853 0.45100998 0.50731021 0.43425511 0.37537386] [ 0.23094798 0.49355997 0.41487879 0.85280745 0.5229876 ] [ 0.54368867 0.39642417 0.59671233 0.61994315 0.35614545] [ 0.57997004 0.4414974 0.59394792 0.53675798 0.42555018] [ 0.58802056 0.57575697 0.41331009 0.63486661 0.37246151] [ 0.49182283 0.49089499 0.40653557 0.5806502 0.49311211] [ 0.37233471 0.56985146 0.40130588 0.70399929 0.47885174] [ 0.71828935 0.45381253 0.50308545 0.28266437 0.3448172 ] [ 0.65144727 0.47915721 0.45620184 0.52698808 0.48184462] [ 0.50405419 0.53860102 0.56573444 0.54974584 0.62807434] [ 0.68537529 0.52343789 0.49508189 0.36926645 0.35018222] [ 0.72211288 0.3816097 0.57751932 0.24796351 0.43880764] [ 0.59226621 0.39158793 0.57252677 0.32672742 0.47118831] [ 0.69803344 0.42296034 0.49822222 0.3284819 0.44745493] [ 0.45071002 0.52120389 0.54223792 0.77789987 0.41310924] [ 0.74200067 0.36479789 0.70329951 0.28319858 0.3563446 ] [ 0.72690399 0.39106686 0.55784899 0.39239536 0.40578652] [ 0.57844385 0.48298241 0.40158004 0.31152629 0.37676186] [ 0.50772799 0.58529277 0.51094454 0.44406692 0.48319683] [ 0.55485962 0.32293095 0.38689349 0.57030213 0.32891686] [ 0.32094628 0.37275037 0.41246493 0.78943176 0.42368407] [ 0.26322838 0.4330802 0.49562089 0.84302714 0.54769292] [ 0.35468568 0.42283381 0.44162553 0.76352188 0.43812435] [ 0.35912517 0.49383138 0.54796708 0.80152429 0.41765798] [ 0.4920234 0.49362376 0.57073327 0.4812837 0.38827999] [ 0.42726659 0.51078744 0.61494567 0.8060948 0.43653624] [ 0.71192328 0.55203476 0.58300223 0.25313104 0.47763456] [ 0.6613095 0.60560746 0.51044539 0.47210735 0.43775587] [ 0.57962863 0.59935135 0.39895958 0.6107221 0.37450003] [ 0.29744204 0.34429674 0.52777661 0.78309885 0.5710078 ] [ 0.67578531 0.44120833 0.52203606 0.34919469 0.36641555] [ 0.63097407 0.54022211 0.48563821 0.29669363 0.46166799] [ 0.38828351 0.48792914 0.47027454 0.78528986 0.36122005] [ 0.69520442 0.53859441 0.47639321 0.42892165 0.50518124] [ 0.73105249 0.52352706 0.38595902 0.40815413 0.32806447] [ 0.60467593 0.38705539 0.48740835 0.54791952 0.389024 ] [ 0.61432321 0.39316923 0.56704622 0.3685162 0.49388758] [ 0.6324392 0.43489997 0.40732813 0.329258 0.3999518 ] [ 0.30337012 0.49954146 0.47690988 0.69169032 0.50950374] [ 0.50425434 0.47142797 0.39206681 0.54528871 0.42170526] [ 0.63429414 0.54769329 0.48127621 0.52043421 0.37314577] [ 0.44453152 0.58568016 0.60493552 0.68105971 0.48887594] [ 0.31515204 0.60694776 0.31570386 0.80493213 0.54763159] [ 0.51408331 0.34349395 0.45911297 0.60109153 0.27592667] [ 0.38348444 0.44126795 0.51771967 0.46705628 0.58205261] [ 0.33044166 0.51892231 0.28485928 0.80022403 0.43556626] [ 0.51139836 0.56262885 0.45225977 0.37759777 0.48201054] [ 0.19395661 0.52607547 0.47787398 0.87251599 0.47439665] [ 0.602196 0.44237702 0.53684116 0.56366129 0.4481912 ] [ 0.49716541 0.43550559 0.68199067 0.6360853 0.38346458] [ 0.36220838 0.52271991 0.36868467 0.76836887 0.35484994] [ 0.44753086 0.60160374 0.54100673 0.68100554 0.45693817] [ 0.27998808 0.49753882 0.49860681 0.77930937 0.46567465] [ 0.52413335 0.44765985 0.43509337 0.4109117 0.43741652] [ 0.63945008 0.44834612 0.62762445 0.32868071 0.53616793] [ 0.76719822 0.41877862 0.48153241 0.37055243 0.38957546] [ 0.38964425 0.44488896 0.39693239 0.80695387 0.34177327] [ 0.44255533 0.482232 0.67116751 0.69059433 0.56872667] [ 0.73346297 0.39292472 0.38473513 0.22449282 0.33622196] [ 0.54353546 0.52732772 0.46382217 0.63296115 0.34535092] [ 0.64682121 0.39481938 0.70760688 0.2561274 0.49922381] [ 0.46318407 0.45789846 0.6267859 0.67318923 0.31916514] Progress: 7.1% ... Training loss: 0.799 ... Validation loss: 1.315[ 0.35437934 0.39587593 0.54272657 0.83533647 0.56340877] [ 0.41869254 0.51068467 0.45937467 0.7987968 0.36548804] [ 0.5861435 0.53387526 0.53467352 0.46744524 0.46531131] [ 0.7473596 0.46309774 0.50548588 0.52232326 0.431662 ] [ 0.73077855 0.3773293 0.43160779 0.22462601 0.38262331] [ 0.6748769 0.33561746 0.53000821 0.33646271 0.55231951] [ 0.789689 0.48270782 0.44886361 0.33300594 0.33490617] [ 0.40197851 0.47061985 0.64625911 0.58357448 0.65604101] [ 0.56212943 0.42523009 0.60796263 0.35363564 0.47973435] [ 0.23143189 0.45459365 0.55739361 0.83974062 0.589009 ] [ 0.72780574 0.42391771 0.41993088 0.372344 0.45583789] [ 0.45361956 0.52917536 0.44520946 0.68716283 0.43798445] [ 0.68235705 0.36695945 0.44833979 0.38843435 0.39613131] [ 0.73023029 0.39693858 0.53522514 0.25654575 0.3435736 ] [ 0.47070019 0.36128977 0.43896472 0.63057137 0.41846348] [ 0.58157321 0.45408985 0.40008861 0.75289558 0.29726997] [ 0.50728715 0.48717349 0.59145247 0.52039251 0.4272866 ] [ 0.43560043 0.50921032 0.50208803 0.7541889 0.38288118] [ 0.51570254 0.57528938 0.5077084 0.52976485 0.4199317 ] [ 0.56405128 0.54985801 0.45136709 0.61926871 0.33721736] [ 0.42034027 0.40948941 0.68653167 0.62910538 0.50694261] [ 0.55945243 0.4403105 0.41778211 0.50114249 0.41610449] [ 0.55537495 0.49289888 0.37178232 0.35038548 0.35580155] [ 0.39367956 0.38019014 0.40436186 0.82804773 0.35071546] [ 0.59758931 0.48042383 0.51173563 0.43877915 0.49327831] [ 0.56255809 0.57222981 0.46681817 0.47917573 0.33608394] [ 0.54591857 0.43085062 0.39265836 0.54003139 0.53383237] [ 0.44486478 0.44799667 0.51795067 0.53120837 0.31179056] [ 0.77523861 0.5995736 0.44635034 0.50141659 0.38073915] [ 0.51814218 0.45129448 0.46167091 0.5447411 0.42259131] [ 0.5051111 0.51031961 0.52475244 0.62856761 0.38507507] [ 0.6013747 0.47968645 0.59843213 0.57242969 0.40250748] [ 0.56341049 0.54008327 0.32683081 0.5270889 0.43958277] [ 0.73385029 0.45334275 0.57921282 0.21414164 0.39840861] [ 0.48983555 0.53208343 0.52114883 0.62409586 0.50606796] [ 0.58990202 0.6549082 0.47745798 0.53982106 0.39445122] [ 0.51896194 0.44873576 0.44013034 0.49384161 0.47926331] [ 0.49847435 0.42397263 0.43343374 0.66548618 0.53369064] [ 0.63482356 0.39118563 0.5722821 0.2831551 0.55151651] [ 0.70431358 0.41633948 0.67058798 0.37211821 0.4481952 ] [ 0.66513083 0.56173903 0.51398693 0.53419105 0.482742 ] [ 0.46566077 0.51788901 0.55489149 0.63346775 0.46467659] [ 0.45372365 0.45452208 0.58208127 0.4534045 0.51073911] [ 0.65015148 0.49692282 0.56586957 0.46560988 0.43716914] [ 0.45469965 0.53297683 0.38620147 0.62817194 0.52330414] [ 0.27486141 0.49164061 0.45589085 0.86983284 0.46695262] [ 0.25780989 0.41183757 0.4662037 0.87855903 0.56266782] [ 0.67579952 0.41137536 0.38817865 0.30915436 0.34475308] [ 0.55986016 0.54549049 0.42610281 0.60695158 0.31165892] [ 0.18796809 0.50475557 0.55424048 0.86935438 0.63669386] [ 0.46992493 0.48538902 0.36577403 0.58409235 0.45772481] [ 0.51389973 0.6037045 0.28086803 0.81006663 0.4144578 ] [ 0.55300301 0.41697923 0.50566821 0.36032914 0.41219825] [ 0.54785783 0.48450702 0.41869329 0.59072134 0.56118829] [ 0.72647971 0.46496183 0.43888395 0.24401492 0.37165098] [ 0.34432777 0.57012914 0.29446024 0.61290916 0.40176806] [ 0.54614049 0.46340464 0.59696404 0.70102603 0.32530341] [ 0.40253212 0.49367203 0.44247711 0.70495258 0.5050341 ] [ 0.44167142 0.57781602 0.49328555 0.60613335 0.30036068] [ 0.597954 0.36480533 0.50838487 0.37932714 0.39629835] [ 0.50556429 0.42155694 0.52741065 0.41357373 0.63199851] [ 0.43837615 0.58564241 0.44347109 0.67400187 0.5422555 ] [ 0.45608958 0.50399953 0.56773711 0.52318334 0.48602312] [ 0.54073188 0.54649189 0.47117045 0.58401856 0.55606787] [ 0.72583677 0.41474996 0.41847309 0.38452192 0.48142724] [ 0.54500182 0.45965614 0.58995932 0.63261993 0.32838656] [ 0.58655105 0.53006796 0.46375561 0.62076131 0.3048877 ] [ 0.64067849 0.54711518 0.54504733 0.44128466 0.43465812] [ 0.69186708 0.43913741 0.49322531 0.40642907 0.31794719] [ 0.7202445 0.28921954 0.52060311 0.20056408 0.37459562] [ 0.48023817 0.29899557 0.46923799 0.5457281 0.40002413] [ 0.35589763 0.43518169 0.52515813 0.79478523 0.59532468] [ 0.64228613 0.41308156 0.54005563 0.40425116 0.43019716] [ 0.6015045 0.58926375 0.38165947 0.73796464 0.4046103 ] [ 0.38873786 0.41312057 0.49771288 0.64255716 0.34744217] [ 0.34179035 0.42581337 0.4802954 0.65823168 0.35850637] [ 0.29724147 0.39403726 0.47574165 0.79599231 0.56217989] [ 0.18819976 0.44252622 0.5211127 0.84376813 0.57872111] [ 0.59998709 0.38166783 0.54384695 0.35701116 0.30891304] [ 0.66017969 0.40060425 0.4314761 0.34419153 0.40194277] [ 0.30604273 0.50158797 0.48647063 0.85258303 0.34713311] [ 0.62607557 0.52363575 0.4874905 0.3774348 0.43054534] [ 0.31299891 0.41484392 0.63212822 0.77121092 0.57159743] [ 0.55198683 0.54485433 0.42828163 0.62808208 0.3321905 ] [ 0.58336407 0.42708277 0.37154941 0.55232087 0.55602786] [ 0.57984151 0.39463824 0.4552757 0.51589346 0.50917835] [ 0.77253727 0.40042688 0.40451384 0.27104429 0.47893833] [ 0.69098079 0.54860062 0.53863908 0.29147737 0.41217686] [ 0.5440757 0.62432392 0.44110739 0.64448509 0.38054339] [ 0.44709612 0.69110243 0.4550066 0.63313009 0.50748892] [ 0.81115507 0.39280292 0.37096476 0.24924177 0.40328195] [ 0.50794821 0.43069573 0.57172958 0.46171176 0.39156321] [ 0.43714462 0.55695737 0.44877401 0.71584444 0.50223599] [ 0.72719454 0.56968784 0.42004456 0.3381813 0.3720767 ] [ 0.28591246 0.46783898 0.67463601 0.79528598 0.54194152] [ 0.52139531 0.54682472 0.51103249 0.42986542 0.41977684] [ 0.23606424 0.53459578 0.43895514 0.79451604 0.53994835] [ 0.75914323 0.40713828 0.45599238 0.27175661 0.41855702] [ 0.59033898 0.62164478 0.53306037 0.58343524 0.4456968 ] [ 0.50025268 0.50483255 0.46582465 0.67177534 0.35053811] [ 0.34947623 0.53497602 0.57450302 0.73383976 0.48833181] [ 0.29648759 0.46264896 0.5878358 0.78976298 0.54548826] [ 0.58838368 0.3676558 0.61996924 0.28791638 0.47565208] [ 0.63888779 0.51416619 0.42346073 0.4699304 0.37160106] [ 0.59338145 0.5242491 0.46217942 0.37734105 0.47757129] [ 0.48171883 0.45119003 0.42878238 0.72936804 0.3084737 ] [ 0.62258223 0.46928928 0.50671489 0.34663375 0.55282324] [ 0.42790496 0.35012707 0.61889419 0.71894279 0.32928574] [ 0.73285461 0.42968128 0.53408578 0.207447 0.40377158] [ 0.71686233 0.36559325 0.36972683 0.32360404 0.39347253] [ 0.46261598 0.40441483 0.51003802 0.4405247 0.5118068 ] [ 0.5763861 0.35348544 0.5424966 0.40512016 0.44534755] [ 0.68209345 0.41716618 0.57182876 0.39285651 0.33549785] [ 0.6439738 0.55042837 0.49223706 0.39090342 0.49538147] [ 0.59088765 0.45220651 0.4225487 0.45806982 0.45964382] [ 0.51271537 0.51625903 0.43633618 0.79655848 0.35803415] [ 0.60552066 0.34141376 0.41229975 0.40878836 0.48102429] [ 0.24368606 0.48497109 0.49390044 0.85920972 0.38538925] [ 0.47081015 0.55522876 0.44147148 0.51566679 0.44240324] [ 0.44257551 0.42562709 0.48825143 0.70190287 0.50054537] [ 0.42695486 0.39782513 0.43402617 0.7671453 0.38774899] [ 0.67683676 0.53811838 0.49535919 0.23600809 0.46960993] [ 0.52920417 0.38055416 0.5716957 0.60870815 0.31830189] [ 0.4327655 0.34127179 0.48619902 0.71111033 0.38319998] [ 0.52905871 0.44897633 0.52822565 0.28981228 0.40705711] [ 0.6421536 0.42321573 0.41817972 0.39041051 0.34049287] [ 0.27322963 0.51609569 0.46643435 0.79729636 0.38107576] [ 0.5530369 0.54334623 0.50522876 0.5068966 0.57203524] Progress: 7.2% ... Training loss: 0.798 ... Validation loss: 1.323[ 0.7252753 0.54017062 0.51102786 0.51047785 0.38959995] [ 0.41892336 0.4874344 0.61788358 0.52207232 0.54512255] [ 0.38883795 0.55964733 0.42093657 0.71188888 0.58580794] [ 0.44715775 0.46191798 0.5150505 0.43909037 0.58208427] [ 0.65741556 0.476641 0.42996577 0.53244551 0.46684547] [ 0.63994447 0.51739903 0.60394824 0.40462652 0.4663603 ] [ 0.35186884 0.50403708 0.441819 0.83276315 0.55170261] [ 0.52968057 0.4156557 0.50405927 0.37860397 0.66335042] [ 0.64187223 0.37053035 0.48009608 0.32954226 0.49950464] [ 0.32668926 0.5073128 0.50107395 0.52649294 0.44641092] [ 0.55198044 0.48862043 0.55496309 0.40202621 0.36323794] [ 0.60264296 0.63017707 0.37616947 0.72403145 0.30702003] [ 0.68441757 0.46660914 0.61111477 0.31882676 0.39336459] [ 0.31361996 0.39302879 0.56951931 0.71335316 0.56162947] [ 0.55217913 0.5448255 0.42828773 0.62792466 0.33217723] [ 0.51100527 0.39988526 0.49319127 0.56312064 0.39369505] [ 0.74338669 0.51135352 0.54039474 0.29911744 0.40967805] [ 0.5371102 0.43927702 0.47770199 0.53958824 0.34651798] [ 0.60954483 0.47581118 0.38783589 0.45959762 0.3983236 ] [ 0.24973717 0.35729684 0.43723306 0.81214525 0.51462933] [ 0.61648744 0.48219579 0.43504066 0.48488399 0.45642132] [ 0.45197227 0.31505058 0.67793941 0.6428798 0.54161055] [ 0.41265559 0.62169887 0.37912955 0.83087264 0.59268192] [ 0.61123573 0.58360898 0.58099892 0.481742 0.45355455] [ 0.56379982 0.40031797 0.49131672 0.58570538 0.49620867] [ 0.67126297 0.4033716 0.4723878 0.36925194 0.37196804] [ 0.17937023 0.45599169 0.44524656 0.87846497 0.53726418] [ 0.42134956 0.63386152 0.45721139 0.67487113 0.45565157] [ 0.64634465 0.43599015 0.55309943 0.34880496 0.52282875] [ 0.69753949 0.35506946 0.48392381 0.37922553 0.43428136] [ 0.39873717 0.60093299 0.56155525 0.63433164 0.42357036] [ 0.59109097 0.5630967 0.69295056 0.36731039 0.43948791] [ 0.65026407 0.45123289 0.50955057 0.43038296 0.39392103] [ 0.40491895 0.41504487 0.49641936 0.5205791 0.45886336] [ 0.66138006 0.49972408 0.47276431 0.24246042 0.47746069] [ 0.64106402 0.44757622 0.6277858 0.32795192 0.53588973] [ 0.44597484 0.41707418 0.44661216 0.72367176 0.32343105] [ 0.57134656 0.557159 0.45976285 0.70597246 0.51417639] [ 0.39948899 0.43597398 0.45847805 0.63802534 0.54991986] [ 0.57124723 0.496886 0.59608053 0.52262664 0.43931371] [ 0.49890636 0.38959042 0.46608584 0.40333408 0.43341826] [ 0.73361013 0.52895985 0.31980813 0.46009672 0.37957758] [ 0.48585403 0.53910791 0.32480272 0.67351721 0.36482444] [ 0.66677964 0.61118833 0.37083032 0.65033445 0.42376325] [ 0.33565573 0.53189322 0.39739404 0.68077653 0.46884617] [ 0.719341 0.44887015 0.49023861 0.33044909 0.39398898] [ 0.30039772 0.49065571 0.5821811 0.85559218 0.50638638] [ 0.64398782 0.53675315 0.55415505 0.48549232 0.46157227] [ 0.59156715 0.54276645 0.57386027 0.43868683 0.49154261] [ 0.72415435 0.4889247 0.5602711 0.30635918 0.42175408] [ 0.71952011 0.5483092 0.39630654 0.53382109 0.32723861] [ 0.40080937 0.53940652 0.51880213 0.67743805 0.30622539] [ 0.37534923 0.62498013 0.36241052 0.66711389 0.43024122] [ 0.56128852 0.43658917 0.52922057 0.60589515 0.40427114] [ 0.35253248 0.47869082 0.51444037 0.8387991 0.46463008] [ 0.28623393 0.48499736 0.44806884 0.84757189 0.47638601] [ 0.68747693 0.35434902 0.588657 0.32172972 0.38669199] [ 0.31457704 0.4820757 0.56453259 0.78958787 0.49969081] [ 0.41237687 0.46096703 0.55280869 0.39590292 0.61408957] [ 0.2062098 0.55548321 0.4668351 0.89866941 0.45509464] [ 0.42568457 0.49749605 0.61953857 0.78944966 0.41861542] [ 0.8196097 0.48593243 0.38705153 0.44381657 0.29825724] [ 0.70756831 0.5562867 0.33387473 0.58864108 0.26315027] [ 0.53007778 0.57583957 0.41966346 0.51268975 0.51923991] [ 0.43547314 0.44255368 0.44679783 0.72805951 0.33993064] [ 0.46495007 0.50963179 0.46052564 0.58825512 0.35482735] [ 0.6235292 0.60460571 0.41326869 0.37934697 0.48068991] [ 0.41543943 0.42045536 0.5464754 0.80553095 0.45997506] [ 0.81385709 0.43983135 0.48579606 0.239889 0.31871645] [ 0.62660688 0.37154114 0.54150093 0.30928473 0.50815106] [ 0.40627285 0.45271755 0.52092894 0.74388008 0.31142932] [ 0.78251499 0.51079945 0.28018148 0.43203679 0.30033977] [ 0.70012759 0.42968229 0.565536 0.41263622 0.43266532] [ 0.58491024 0.53990312 0.53068789 0.44608628 0.45275745] [ 0.66754183 0.45187205 0.50940431 0.31310504 0.4752991 ] [ 0.59488289 0.58367939 0.52371852 0.50957731 0.37631448] [ 0.56034945 0.6459213 0.38058016 0.61775899 0.44021598] [ 0.60554406 0.51149181 0.37155871 0.44673418 0.33826264] [ 0.53042009 0.53444426 0.50300287 0.49445451 0.48644137] [ 0.42041274 0.36063322 0.55386436 0.62781169 0.69046596] [ 0.20912246 0.41513627 0.43029772 0.87359932 0.56356846] [ 0.40167312 0.4828453 0.5884904 0.71780736 0.49652616] [ 0.4542401 0.5183986 0.57867618 0.61162471 0.42708176] [ 0.56830467 0.42656137 0.53659847 0.3034495 0.38358791] [ 0.52254555 0.51483141 0.46924102 0.59912711 0.40895473] [ 0.65111256 0.4894572 0.5053255 0.4911362 0.48770545] [ 0.45993238 0.59997964 0.4679593 0.67755856 0.52587373] [ 0.30255719 0.47585357 0.53401202 0.66299511 0.56126151] [ 0.44432675 0.5224575 0.55284552 0.62418778 0.40245357] [ 0.17145686 0.45396393 0.5682439 0.87537182 0.63120141] [ 0.69238054 0.4789041 0.41801208 0.36921367 0.31688197] [ 0.47720765 0.43133416 0.4193263 0.55467012 0.48739307] [ 0.6130642 0.59207925 0.50512156 0.43981822 0.38327212] [ 0.27643342 0.49573861 0.52148374 0.82170974 0.48491623] [ 0.5353736 0.47069004 0.50483795 0.3410817 0.35001212] [ 0.46143699 0.46860981 0.63488471 0.57593036 0.59687601] [ 0.59252073 0.51641854 0.68554764 0.57294319 0.42228632] [ 0.46494093 0.56668545 0.37156532 0.68648671 0.40534784] [ 0.62443459 0.29424337 0.58997094 0.46965149 0.60593097] [ 0.25167603 0.49354025 0.30761851 0.87132725 0.50313557] [ 0.37042218 0.51719709 0.44680972 0.73082386 0.35321538] [ 0.2579197 0.52867406 0.47047275 0.73752871 0.52848394] [ 0.25569909 0.33769035 0.61217957 0.75424059 0.50558035] [ 0.39889075 0.49209054 0.46852472 0.47279743 0.55107403] [ 0.17044418 0.56981196 0.5006629 0.89840431 0.63779817] [ 0.52422007 0.45231693 0.54916942 0.38298181 0.61144742] [ 0.62884951 0.57770663 0.44392774 0.68304733 0.36222122] [ 0.61488226 0.5084224 0.46477036 0.57617973 0.50231814] [ 0.56815572 0.46031526 0.62451053 0.47005394 0.44285836] [ 0.65327084 0.47834563 0.45638222 0.52593941 0.48154697] [ 0.74658752 0.57390198 0.37181473 0.4991967 0.35242764] [ 0.33804263 0.39770518 0.50482812 0.7863397 0.56660189] [ 0.59913211 0.44516656 0.61414354 0.54204431 0.34813153] [ 0.66676208 0.4337713 0.50181792 0.34352457 0.5347246 ] [ 0.67000337 0.40336879 0.55171122 0.35081198 0.49711865] [ 0.52042717 0.44817076 0.44025496 0.49309403 0.47905775] [ 0.59002896 0.49895279 0.66817085 0.3973025 0.46858148] [ 0.43315723 0.45455478 0.42577035 0.58707045 0.35099517] [ 0.65703471 0.56716865 0.32922119 0.29785948 0.29810609] [ 0.22650388 0.45212173 0.43730786 0.87920432 0.50139256] [ 0.66207587 0.43325229 0.35855987 0.46227424 0.33543867] [ 0.38062632 0.38867414 0.49571477 0.57743616 0.49932718] [ 0.68062135 0.47193547 0.58892607 0.34977068 0.54268586] [ 0.64707745 0.49871985 0.61260623 0.44644328 0.39098133] [ 0.35961636 0.56639867 0.52240598 0.66084885 0.41758039] [ 0.55615313 0.38161589 0.6298343 0.26261063 0.53935078] [ 0.36555613 0.51438995 0.533803 0.75707687 0.39690094] [ 0.49179271 0.44940265 0.59030789 0.56438108 0.59848761] Progress: 7.2% ... Training loss: 0.797 ... Validation loss: 1.323[ 0.69902224 0.4007094 0.54777165 0.35214684 0.35303342] [ 0.53570243 0.41883574 0.43100447 0.68898125 0.46143755] [ 0.51745423 0.5300882 0.50625625 0.65792198 0.40823437] [ 0.68209412 0.54906325 0.34803007 0.72956636 0.41257758] [ 0.40971014 0.36937621 0.60590511 0.72240029 0.35229102] [ 0.50568747 0.38848279 0.44032018 0.51068312 0.55731728] [ 0.30897153 0.38284602 0.48469198 0.75747923 0.41221934] [ 0.58595392 0.50462884 0.42659099 0.45111672 0.44102558] [ 0.59823586 0.3625658 0.51211781 0.50581158 0.44072903] [ 0.49223009 0.64190503 0.50125811 0.73332742 0.5814888 ] [ 0.64734122 0.49858342 0.61263334 0.44629612 0.3909412 ] [ 0.63455773 0.38800664 0.51642658 0.43461013 0.4583398 ] [ 0.5167495 0.53172421 0.43447898 0.55038214 0.4020486 ] [ 0.2780937 0.510769 0.50914765 0.82472263 0.40820713] [ 0.5638707 0.45872892 0.48926018 0.50376683 0.34366135] [ 0.72904272 0.51259849 0.35303785 0.42801131 0.43714021] [ 0.4024433 0.4707482 0.52334611 0.77230137 0.43981437] [ 0.45998394 0.36954079 0.54220231 0.62829912 0.31578006] [ 0.52904813 0.64574582 0.44399677 0.60518669 0.49675696] [ 0.28356719 0.4052259 0.6220353 0.69447351 0.50734358] [ 0.46329038 0.44071951 0.58486174 0.40270996 0.54156392] [ 0.63194923 0.38645837 0.45755116 0.39377324 0.47703606] [ 0.75752309 0.4251769 0.42162664 0.40013098 0.43733395] [ 0.59167633 0.48082703 0.42509794 0.43238463 0.41584902] [ 0.70091216 0.37702694 0.52812146 0.32781413 0.43957768] [ 0.42614301 0.47878753 0.57205193 0.77391236 0.54171026] [ 0.52849485 0.4161321 0.50393944 0.37926723 0.66350753] [ 0.2955597 0.56228969 0.496016 0.76522246 0.44872795] [ 0.54877423 0.45128305 0.39957382 0.54036504 0.28939617] [ 0.56838743 0.33182825 0.5249239 0.64837198 0.31249035] [ 0.43935109 0.44849734 0.52786626 0.63374669 0.4472626 ] [ 0.53949499 0.50882558 0.32085553 0.67038513 0.49534404] [ 0.5832399 0.53794937 0.48429095 0.46825545 0.40925281] [ 0.57868798 0.49065698 0.47464658 0.70650192 0.35491427] [ 0.56391127 0.45220747 0.40372962 0.60012681 0.31993151] [ 0.45006308 0.44550567 0.52552284 0.6069781 0.36245615] [ 0.42694229 0.50164596 0.38336759 0.74963132 0.47437367] [ 0.75899061 0.48196429 0.3883141 0.44962036 0.32555124] [ 0.64929233 0.38733554 0.62983993 0.29870998 0.41283457] [ 0.295786 0.48376743 0.50843495 0.85830697 0.4441299 ] [ 0.59192647 0.44825109 0.48836947 0.35561828 0.41357593] [ 0.69482916 0.48313228 0.35901184 0.5868919 0.39102033] [ 0.70128828 0.50225265 0.51219966 0.46249887 0.37901748] [ 0.76147045 0.43355129 0.64136497 0.23699992 0.41972448] [ 0.72790822 0.46889139 0.35333796 0.25749904 0.33500709] [ 0.40084614 0.63562087 0.32461766 0.74591207 0.32457664] [ 0.48914743 0.55352855 0.45686948 0.63943067 0.31715107] [ 0.50381236 0.44570267 0.565818 0.69641538 0.3745793 ] [ 0.58547514 0.51250915 0.4692147 0.35697059 0.48847585] [ 0.26621626 0.35895901 0.59703757 0.67940445 0.42611501] [ 0.26557673 0.45816735 0.48483866 0.84190992 0.49390122] [ 0.37181605 0.46935482 0.47477886 0.6785509 0.40385615] [ 0.59240324 0.55769494 0.48781595 0.43557153 0.37715694] [ 0.56505322 0.43771954 0.54075213 0.28731463 0.50496345] [ 0.55177335 0.51365636 0.46647325 0.60606802 0.38332198] [ 0.65742072 0.48845871 0.50699252 0.4620208 0.44674683] [ 0.6438929 0.59018488 0.47959718 0.57765367 0.44764834] [ 0.60669081 0.4571675 0.56361174 0.40296325 0.48921441] [ 0.36959749 0.56232282 0.63200172 0.59450905 0.50382087] [ 0.68360842 0.58458303 0.43520092 0.54839807 0.43016023] [ 0.41104788 0.51392702 0.52027935 0.70460579 0.52453327] [ 0.38189561 0.44908124 0.40728976 0.66747837 0.30988019] [ 0.49626987 0.56209734 0.46141335 0.63801318 0.40038775] [ 0.54045696 0.48794475 0.39634707 0.47471837 0.4734266 ] [ 0.68093317 0.60111378 0.46679725 0.44481552 0.50695073] [ 0.23464623 0.49632494 0.53037835 0.82321179 0.52751102] [ 0.53845696 0.51489472 0.51412174 0.38911487 0.49338312] [ 0.68363427 0.51750914 0.50702529 0.39943566 0.45335565] [ 0.37609659 0.53342911 0.55493246 0.76272292 0.48405661] [ 0.59733762 0.45435047 0.52123017 0.4453304 0.29937359] [ 0.48952766 0.40792848 0.4045806 0.50225582 0.43578273] [ 0.39465077 0.41753832 0.55166278 0.65518642 0.46051172] [ 0.70630586 0.34812412 0.45101179 0.28764182 0.41009495] [ 0.53949499 0.50882558 0.32085553 0.67038513 0.49534404] [ 0.76562859 0.45042662 0.54019066 0.32823073 0.37065714] [ 0.53804115 0.44726487 0.59318288 0.351887 0.49994241] [ 0.57454352 0.45882575 0.53327374 0.52473503 0.50993237] [ 0.50008111 0.51015323 0.517489 0.41277705 0.52225398] [ 0.37108532 0.50788298 0.50436526 0.81577969 0.42004114] [ 0.39366427 0.44682494 0.54817896 0.79779238 0.28610557] [ 0.24770571 0.42322735 0.42767848 0.79634832 0.42199525] [ 0.50626562 0.4302742 0.53019749 0.58631861 0.28568456] [ 0.68831865 0.50022508 0.37117447 0.32011188 0.34825516] [ 0.3719935 0.43336876 0.55825097 0.72344828 0.41097252] [ 0.58037997 0.42050432 0.44735229 0.39931738 0.54410403] [ 0.76056511 0.3500318 0.45825092 0.21098675 0.34299332] [ 0.63847212 0.43318746 0.59107947 0.27235587 0.60101755] [ 0.40541975 0.52582485 0.43831897 0.59405605 0.50164237] [ 0.66997897 0.4929003 0.52039589 0.48597591 0.48050204] [ 0.24698415 0.45287656 0.58279454 0.67698928 0.54967074] [ 0.52115368 0.36717495 0.52303833 0.51594466 0.36120186] [ 0.35159778 0.49383704 0.33821767 0.75063182 0.59388727] [ 0.53096426 0.4060951 0.60833869 0.39860676 0.41558035] [ 0.68527745 0.50443323 0.5052539 0.26732668 0.46337234] [ 0.34133697 0.4402318 0.38643363 0.8444165 0.48584517] [ 0.30609268 0.3155491 0.45152614 0.85283659 0.49481239] [ 0.72519061 0.2970021 0.56332512 0.30063474 0.44727084] [ 0.43217484 0.45495229 0.42567395 0.5875936 0.35113054] [ 0.57894735 0.56646706 0.44849518 0.63283296 0.34505614] [ 0.23357537 0.46111562 0.45460551 0.80550994 0.47994426] [ 0.41419943 0.42077219 0.51802114 0.53726206 0.38380986] [ 0.73213216 0.42715923 0.52709498 0.1622302 0.45302608] [ 0.74983442 0.56667099 0.46191336 0.47696012 0.41818362] [ 0.49276294 0.59165364 0.36347628 0.61730747 0.52169136] [ 0.60037806 0.40668789 0.54897541 0.3679424 0.45883107] [ 0.6856674 0.46842407 0.4134229 0.45805675 0.33371643] [ 0.21790837 0.56636782 0.49600783 0.87952338 0.59716857] [ 0.52500658 0.4813477 0.53793398 0.52701909 0.55136953] [ 0.47050711 0.47529522 0.45370688 0.7651163 0.52363336] [ 0.35615229 0.52296854 0.53268454 0.59631469 0.515969 ] [ 0.38211214 0.55595131 0.34998997 0.80786633 0.5007351 ] [ 0.29766942 0.31577884 0.54286147 0.54745304 0.60536209] [ 0.57973393 0.54732309 0.43383698 0.53593557 0.43971337] [ 0.44800306 0.5474494 0.55924457 0.59027227 0.45077207] [ 0.39235199 0.52257602 0.40150542 0.55737639 0.46176174] [ 0.48749623 0.6188775 0.50966486 0.73430062 0.53791817] [ 0.75507586 0.40979725 0.53377958 0.25357517 0.3147988 ] [ 0.40379533 0.47600845 0.46242407 0.66504267 0.46816744] [ 0.37398284 0.58962411 0.49498635 0.72098061 0.50263564] [ 0.26929115 0.49741526 0.49449669 0.83956063 0.5219556 ] [ 0.65692771 0.46714701 0.54412488 0.44216412 0.41328214] [ 0.70539335 0.33371537 0.48803234 0.35161867 0.46625942] [ 0.4588287 0.46759039 0.51660867 0.34974084 0.54741618] [ 0.60787452 0.55593041 0.35863253 0.39379804 0.29480702] [ 0.59216754 0.37322943 0.41172878 0.53354311 0.44173226] [ 0.5959991 0.42055358 0.58359511 0.26185588 0.62063162] [ 0.51287918 0.64929808 0.48846393 0.60728116 0.35996771] [ 0.62008683 0.59817329 0.47304672 0.45490019 0.56719167] Progress: 7.2% ... Training loss: 0.796 ... Validation loss: 1.324[ 0.64484608 0.47452788 0.43459757 0.46724723 0.35658449] [ 0.70224017 0.45848898 0.44571926 0.41611444 0.37405983] [ 0.2930154 0.40039584 0.58061157 0.87343665 0.56079767] [ 0.67359953 0.50745137 0.35613926 0.59459208 0.53424098] [ 0.47767459 0.68264873 0.32404214 0.60992089 0.46665736] [ 0.39336142 0.46688107 0.43617571 0.71635716 0.36675642] [ 0.45645725 0.58743904 0.51085783 0.7271513 0.43829532] [ 0.52197058 0.44122047 0.48710602 0.54133666 0.48932165] [ 0.23326168 0.41109374 0.48494904 0.88653634 0.48074653] [ 0.58447975 0.42999468 0.49276538 0.49064029 0.57212302] [ 0.53088252 0.50009941 0.29346472 0.7862713 0.41685439] [ 0.43099631 0.64374229 0.4728459 0.76294231 0.45886375] [ 0.5340455 0.61446207 0.55025062 0.60378052 0.43975234] [ 0.61834629 0.54881939 0.42225712 0.470431 0.34913075] [ 0.60987771 0.56956318 0.59417697 0.54369125 0.43311786] [ 0.73029388 0.39451984 0.60295872 0.25545878 0.49409267] [ 0.39998657 0.40376613 0.5207254 0.74583164 0.34848091] [ 0.44125151 0.64142906 0.31083293 0.64146803 0.4280338 ] [ 0.52919786 0.41589234 0.50399848 0.37893923 0.66343707] [ 0.4841527 0.40517152 0.46293208 0.38371423 0.54705846] [ 0.6643086 0.54073397 0.46078301 0.45590387 0.40027431] [ 0.73349559 0.48652709 0.4407985 0.21219396 0.23939728] [ 0.31713871 0.48846394 0.33611733 0.73223551 0.40717731] [ 0.58661441 0.46836349 0.46928414 0.51686985 0.36658386] [ 0.76227921 0.52926232 0.55299436 0.2721082 0.40960439] [ 0.52183426 0.48003305 0.48000242 0.49352362 0.61722738] [ 0.51171516 0.5299222 0.60070306 0.69536305 0.42442828] [ 0.58213859 0.51255187 0.59943984 0.40580048 0.30626108] [ 0.51233657 0.46589619 0.52243291 0.6106036 0.44539042] [ 0.56350338 0.5616269 0.45025503 0.70350774 0.5094808 ] [ 0.34435665 0.45280605 0.42415276 0.80362156 0.50116653] [ 0.60405679 0.63561099 0.38225693 0.65443866 0.41049101] [ 0.70077252 0.56853024 0.49590014 0.38311767 0.44927155] [ 0.28423297 0.43981193 0.44025497 0.71388493 0.57960105] [ 0.54296654 0.46053937 0.58975131 0.63353418 0.32866926] [ 0.64825139 0.38670401 0.38417646 0.39292676 0.4895059 ] [ 0.36686042 0.5051905 0.49881308 0.50037291 0.42006505] [ 0.57534819 0.46877061 0.55416679 0.46265787 0.59117637] [ 0.69264707 0.45286522 0.52907547 0.29548152 0.49140506] [ 0.28227608 0.47809077 0.51971167 0.77613902 0.40655095] [ 0.5922352 0.43958947 0.42642634 0.41987967 0.51473269] [ 0.49598929 0.57784578 0.32083052 0.66205156 0.45195521] [ 0.47910068 0.43355909 0.59105235 0.7159361 0.4411576 ] [ 0.27347048 0.38016441 0.55774544 0.68744815 0.52849356] [ 0.44355082 0.53420344 0.53153131 0.69252285 0.58817127] [ 0.63166219 0.33926753 0.38926178 0.37706036 0.52576617] [ 0.68006377 0.36433773 0.45456514 0.3385934 0.41239321] [ 0.47478548 0.66115124 0.49989558 0.60747164 0.53846338] [ 0.61065151 0.42378331 0.54325801 0.38129243 0.49154953] [ 0.51720189 0.46723124 0.5253787 0.55821516 0.43623528] [ 0.50698407 0.41482473 0.47433218 0.53127936 0.36659311] [ 0.38816229 0.48886915 0.51445136 0.76535501 0.51781357] [ 0.7833757 0.43085933 0.53914261 0.34662118 0.40858096] [ 0.73371067 0.41606092 0.51052446 0.1832224 0.23245863] [ 0.42806787 0.37840117 0.5746549 0.69245956 0.4626873 ] [ 0.64908606 0.53399243 0.4655021 0.41649399 0.46323113] [ 0.32614243 0.62295382 0.55870767 0.79031945 0.60831844] [ 0.50791502 0.45791834 0.38708946 0.64356685 0.47792901] [ 0.69225336 0.4829806 0.47877312 0.32015801 0.42436301] [ 0.67915487 0.51362453 0.48851351 0.32535548 0.37237682] [ 0.43262234 0.4993689 0.42245581 0.80467393 0.47559191] [ 0.70835276 0.40853244 0.38624191 0.28853572 0.3274886 ] [ 0.34384367 0.46680832 0.61774555 0.78764085 0.4286617 ] [ 0.44034551 0.36752976 0.62605892 0.54927595 0.36244086] [ 0.67462791 0.39265086 0.53471164 0.24004354 0.41178208] [ 0.54896833 0.52465285 0.37765922 0.35680459 0.39651831] [ 0.59918004 0.37808288 0.57899502 0.34240437 0.41879581] [ 0.31965731 0.4968659 0.45986464 0.47710157 0.47475452] [ 0.7394761 0.39817927 0.43708509 0.41781821 0.42831687] [ 0.43911394 0.33762015 0.56503204 0.61898658 0.54426626] [ 0.31984681 0.37580734 0.4559477 0.7678221 0.4292526 ] [ 0.71644693 0.35339419 0.66972481 0.22434445 0.4640358 ] [ 0.23855549 0.45207173 0.52384294 0.81333788 0.51301174] [ 0.73376532 0.51702364 0.44211429 0.36990481 0.3287655 ] [ 0.6105458 0.42386193 0.62693153 0.34740741 0.48879025] [ 0.44999548 0.43167558 0.45412819 0.46747235 0.51909077] [ 0.46707805 0.46386753 0.4669618 0.61702945 0.37142552] [ 0.45331203 0.54951647 0.3497096 0.66496725 0.41170384] [ 0.72367704 0.43561573 0.41152061 0.31413094 0.3652258 ] [ 0.3758232 0.52612986 0.50520307 0.78423438 0.61989037] [ 0.38505158 0.57374579 0.54735663 0.85406009 0.49112996] [ 0.48256899 0.56675821 0.50177816 0.67192523 0.4435951 ] [ 0.27498144 0.4545545 0.49098842 0.80650683 0.5170443 ] [ 0.70257429 0.54622207 0.55090196 0.16772821 0.51609295] [ 0.52204307 0.41715547 0.43697542 0.47443719 0.45976555] [ 0.55744858 0.48032706 0.63090664 0.63586815 0.36640261] [ 0.36519965 0.37748118 0.37209162 0.71824498 0.45498397] [ 0.66293627 0.6007317 0.3903442 0.29665573 0.41380718] [ 0.73861248 0.42421015 0.62137602 0.3936098 0.39462906] [ 0.49155833 0.4867996 0.35379095 0.49161684 0.39936975] [ 0.36519965 0.37748118 0.37209162 0.71824498 0.45498397] [ 0.63717963 0.39657291 0.49937105 0.39429592 0.53335057] [ 0.68278212 0.40781583 0.62248172 0.2395237 0.39635801] [ 0.46887617 0.43061569 0.64574508 0.68985528 0.37103424] [ 0.42643345 0.4920747 0.52896877 0.55177508 0.45532637] [ 0.44581853 0.56945197 0.44967129 0.6112752 0.4598136 ] [ 0.59829687 0.44144592 0.55032268 0.39939321 0.36223189] [ 0.45309992 0.47859106 0.38022209 0.7567871 0.28933319] [ 0.36207232 0.47801751 0.45046078 0.71296856 0.58817208] [ 0.30016639 0.63142438 0.39492726 0.82589748 0.46119871] [ 0.61893191 0.47665367 0.38682923 0.61476335 0.46525038] [ 0.37443956 0.34875678 0.50714186 0.7548304 0.431798 ] [ 0.68595224 0.46823969 0.41346717 0.45783101 0.33364806] [ 0.4701885 0.59752496 0.52160657 0.78062229 0.45193785] [ 0.39015107 0.59858633 0.52582843 0.79534321 0.42997887] [ 0.5802507 0.56157849 0.48458555 0.45720841 0.49377428] [ 0.51921063 0.32023883 0.42715339 0.40500034 0.58564626] [ 0.49325362 0.59495037 0.50125417 0.6024478 0.4754771 ] [ 0.62030727 0.29487338 0.47061913 0.28377764 0.44219136] [ 0.41555371 0.43897921 0.64113368 0.66736575 0.50538909] [ 0.58266905 0.45957198 0.55352403 0.38668582 0.5146041 ] [ 0.76456295 0.3662253 0.60306084 0.18254511 0.38112016] [ 0.37649139 0.57976264 0.50949311 0.76270071 0.46852665] [ 0.26772746 0.53489679 0.63660541 0.78123626 0.66380397] [ 0.54156729 0.46908863 0.60854386 0.36565124 0.39229882] [ 0.34894508 0.62605445 0.44731922 0.69944169 0.41881172] [ 0.36927965 0.40451456 0.41269841 0.55670537 0.69507635] [ 0.50328342 0.55746164 0.39504211 0.62077622 0.46899851] [ 0.66833304 0.36104026 0.62645952 0.22530876 0.4242672 ] [ 0.66168934 0.50341061 0.31853019 0.42254091 0.37751651] [ 0.52790534 0.58998726 0.59349031 0.48497808 0.41094886] [ 0.800916 0.41786205 0.54857494 0.29071823 0.4124519 ] [ 0.42841025 0.48117221 0.55256883 0.63654515 0.6580009 ] [ 0.53741106 0.51244454 0.48845344 0.54769798 0.42208639] [ 0.23789593 0.45400809 0.57836322 0.89566643 0.50650369] [ 0.77816897 0.36633674 0.50828469 0.23415719 0.35190606] [ 0.67313059 0.67909575 0.37710583 0.47468767 0.41696211] [ 0.73337664 0.53446174 0.57679446 0.34337786 0.4070796 ] Progress: 7.3% ... Training loss: 0.794 ... Validation loss: 1.319[ 0.52992951 0.52399284 0.45191313 0.58032595 0.36235158] [ 0.72800096 0.57900516 0.43251034 0.49391925 0.38436213] [ 0.22354704 0.61486411 0.45749441 0.92186651 0.58874663] [ 0.8117338 0.46224679 0.58254919 0.20261233 0.50038647] [ 0.72965861 0.50842178 0.54227875 0.36392441 0.42292226] [ 0.74005992 0.49380195 0.29305534 0.46733966 0.31543326] [ 0.44771848 0.48273484 0.4425627 0.59301481 0.37796924] [ 0.63012639 0.5147504 0.45430283 0.44067289 0.39398143] [ 0.70394852 0.49792127 0.54541706 0.35350875 0.49632214] [ 0.2023538 0.46513317 0.5785778 0.79850092 0.57149938] [ 0.73053556 0.41626209 0.55601926 0.26124618 0.40805966] [ 0.65100673 0.37076165 0.62019421 0.31525122 0.35279758] [ 0.38835368 0.45295068 0.42155594 0.72558944 0.54554225] [ 0.51261824 0.54697297 0.52063619 0.60071268 0.54369761] [ 0.66584257 0.41428026 0.46966162 0.40198015 0.30976856] [ 0.46865019 0.4324399 0.58193085 0.6069905 0.47920758] [ 0.53269612 0.47266958 0.48107258 0.58190013 0.37500613] [ 0.72309042 0.44233408 0.51573427 0.34853179 0.41578202] [ 0.63213026 0.45364843 0.57265461 0.44945721 0.45371789] [ 0.65625149 0.51933772 0.44315395 0.47186217 0.41733455] [ 0.50526039 0.415546 0.55435301 0.65763762 0.31828454] [ 0.47499441 0.40322642 0.45329591 0.57568144 0.38923169] [ 0.66649375 0.48317384 0.5240814 0.46894118 0.40694044] [ 0.44933624 0.45287418 0.43940815 0.4341797 0.48440535] [ 0.76794825 0.45128302 0.55636094 0.30085333 0.34423523] [ 0.37340733 0.6819172 0.41597818 0.71748965 0.51239489] [ 0.67234783 0.38734784 0.57296151 0.35174302 0.40599309] [ 0.35029663 0.40902439 0.53527794 0.69833443 0.46046955] [ 0.3792769 0.54702439 0.4743941 0.67103991 0.53415604] [ 0.52847126 0.51616219 0.53639339 0.58214472 0.34784014] [ 0.39211412 0.52925556 0.45049981 0.55333956 0.5441358 ] [ 0.62859965 0.49790867 0.4944294 0.54264067 0.48923184] [ 0.66181819 0.35738388 0.62088089 0.39906632 0.56121041] [ 0.30991802 0.58139369 0.37847655 0.66404124 0.47252092] [ 0.53422677 0.64716281 0.42185426 0.66933545 0.42441891] [ 0.44550742 0.40076075 0.52285357 0.62465746 0.50323891] [ 0.52117321 0.44638272 0.40445538 0.57433894 0.48167058] [ 0.37604815 0.62757913 0.33625359 0.71931687 0.52166642] [ 0.67600517 0.367874 0.46436014 0.30349726 0.45424386] [ 0.78108888 0.52468051 0.36931082 0.47054288 0.32590294] [ 0.53445601 0.51908705 0.54184684 0.61573935 0.46938466] [ 0.652796 0.61393372 0.54303243 0.5914791 0.41475262] [ 0.3126317 0.51349485 0.53166802 0.55565584 0.52983061] [ 0.33681102 0.46101414 0.56102721 0.70379364 0.32700578] [ 0.47748497 0.46914674 0.4624109 0.84559355 0.43151053] [ 0.67550208 0.5110284 0.3648932 0.37092758 0.33375211] [ 0.39060459 0.54969021 0.37649015 0.71649358 0.4351618 ] [ 0.58556545 0.33946412 0.52134634 0.45066825 0.49828906] [ 0.21244965 0.45269565 0.46463596 0.86429357 0.43805123] [ 0.36837498 0.62638895 0.47012787 0.81246381 0.54582241] [ 0.37754583 0.34397556 0.54867379 0.78285677 0.40346431] [ 0.61695877 0.42908142 0.50008042 0.31574077 0.42334388] [ 0.39524626 0.41148165 0.59748348 0.61521919 0.48405217] [ 0.57852524 0.55417398 0.36148633 0.55263359 0.41877717] [ 0.31323463 0.44770801 0.48735096 0.44037895 0.57554444] [ 0.77744266 0.4840745 0.58264844 0.17878071 0.31568268] [ 0.38680524 0.45183716 0.52427935 0.72715963 0.46713202] [ 0.48210962 0.57485197 0.43515519 0.51876572 0.53593875] [ 0.53839123 0.37618431 0.48502285 0.5546928 0.36060602] [ 0.48806592 0.40849866 0.4044424 0.50289576 0.43599643] [ 0.58493783 0.41453019 0.51704619 0.49715399 0.37298323] [ 0.6006355 0.57327848 0.53807051 0.51398654 0.38524666] [ 0.68978348 0.45724405 0.31551454 0.25429609 0.28190534] [ 0.44669438 0.49306802 0.59329243 0.51282509 0.58720444] [ 0.53277364 0.53024687 0.42980093 0.45029185 0.37768812] [ 0.46633217 0.53387136 0.48235483 0.54683396 0.64133682] [ 0.52184888 0.55396767 0.36340328 0.57694906 0.34128914] [ 0.50674403 0.30405117 0.60178003 0.40489094 0.63538506] [ 0.3864053 0.53952601 0.47145044 0.64877429 0.42728058] [ 0.263154 0.4723111 0.43506904 0.88849936 0.46447387] [ 0.63332573 0.50643781 0.45728632 0.54100345 0.39674209] [ 0.40289724 0.48815405 0.5168304 0.80807302 0.38790475] [ 0.6414823 0.43944073 0.5149869 0.48610569 0.32923557] [ 0.60312482 0.43509097 0.53496821 0.44504296 0.54997642] [ 0.57849193 0.54429078 0.50319385 0.56130887 0.42467448] [ 0.64572397 0.421704 0.41852969 0.38820189 0.34000369] [ 0.56485231 0.37502027 0.51433962 0.42601038 0.40341894] [ 0.3088817 0.48969445 0.54729428 0.74737094 0.56662298] [ 0.52902115 0.47856334 0.43300455 0.56439192 0.4722874 ] [ 0.45746366 0.49576043 0.35035196 0.66945834 0.45584425] [ 0.78302952 0.47021239 0.38299261 0.39925645 0.30391471] [ 0.60276431 0.5570313 0.47750714 0.49237486 0.54580454] [ 0.70061502 0.59293829 0.4631437 0.55446269 0.41719876] [ 0.45704407 0.44936639 0.57334539 0.62593702 0.36006305] [ 0.7198751 0.43810738 0.44459881 0.31278434 0.44109337] [ 0.56653272 0.51583146 0.55231214 0.459921 0.43529516] [ 0.54063304 0.4282503 0.54839024 0.63464018 0.2725576 ] [ 0.62973672 0.50747989 0.66862859 0.47117427 0.4012752 ] [ 0.46801353 0.59234561 0.52479084 0.58643034 0.51844244] [ 0.20409736 0.40955838 0.59267589 0.81610293 0.52573952] [ 0.2580783 0.39560869 0.45794898 0.90970815 0.50506455] [ 0.3661126 0.59734566 0.35790178 0.73918461 0.42788883] [ 0.72123461 0.4215943 0.56505374 0.24011057 0.51529981] [ 0.67850917 0.56088658 0.46103254 0.47545584 0.4367838 ] [ 0.76996548 0.55412618 0.58643797 0.23355979 0.51890144] [ 0.66414043 0.37923587 0.63003162 0.35021691 0.39381697] [ 0.49175196 0.39645048 0.40905156 0.53764501 0.50792777] [ 0.46166039 0.51856611 0.41657722 0.48895601 0.44480308] [ 0.46414179 0.533172 0.49394199 0.57336764 0.3600176 ] [ 0.68297716 0.54937892 0.38172542 0.52336414 0.27450209] [ 0.46526306 0.64593412 0.45033145 0.63584493 0.49020076] [ 0.28666858 0.39514898 0.39297273 0.83313375 0.47947073] [ 0.39163252 0.52805024 0.52135202 0.60837153 0.42772206] [ 0.54146287 0.51382949 0.47435303 0.37455605 0.35651535] [ 0.5280099 0.38897451 0.52518744 0.74706935 0.39440965] [ 0.54491984 0.37155278 0.64839008 0.25166889 0.48560561] [ 0.42373457 0.52616646 0.56838736 0.67353808 0.48974912] [ 0.60694882 0.49820252 0.47357933 0.51304669 0.35945123] [ 0.82798487 0.45170242 0.62008956 0.18331078 0.3131544 ] [ 0.54821757 0.54099808 0.44311205 0.56463948 0.56625121] [ 0.32608341 0.50151583 0.4245337 0.70271908 0.49339074] [ 0.32419194 0.40370158 0.50492347 0.76215284 0.38513643] [ 0.58986225 0.56090446 0.44378377 0.54114751 0.37442402] [ 0.33757274 0.45555231 0.45261449 0.67725028 0.40965171] [ 0.46268342 0.63900662 0.55642443 0.729622 0.48306426] [ 0.61731956 0.47764348 0.61442757 0.27770414 0.59087932] [ 0.63780259 0.529732 0.42327569 0.3723977 0.44531918] [ 0.68741075 0.44867216 0.44798266 0.34711238 0.4368306 ] [ 0.73951992 0.54148536 0.5641418 0.2382883 0.45682706] [ 0.51261824 0.54697297 0.52063619 0.60071268 0.54369761] [ 0.55962729 0.45057376 0.56472537 0.42002187 0.63605503] [ 0.49912333 0.51798637 0.49533051 0.42822303 0.51025352] [ 0.67916525 0.5596817 0.53713811 0.37666594 0.43082542] [ 0.6993627 0.56201472 0.38778836 0.57576632 0.39773089] [ 0.29203172 0.48572659 0.5079583 0.85925071 0.444848 ] [ 0.44738347 0.46287852 0.40287215 0.64680435 0.46972946] [ 0.51129053 0.65357932 0.20948113 0.58684606 0.32859009] [ 0.31745155 0.59924531 0.47724259 0.66239642 0.54068144] Progress: 7.3% ... Training loss: 0.794 ... Validation loss: 1.320[ 0.64095592 0.41841041 0.55576431 0.24098269 0.62098292] [ 0.59992968 0.45162159 0.4766943 0.3526148 0.38487619] [ 0.45122415 0.32493881 0.5341506 0.63825548 0.4114008 ] [ 0.44996838 0.50496091 0.50631501 0.6846137 0.32624878] [ 0.73583867 0.41491128 0.51080431 0.18240481 0.23215079] [ 0.29138696 0.38527549 0.44812222 0.64798403 0.55023826] [ 0.65382901 0.50743647 0.57451797 0.36286786 0.4407522 ] [ 0.34352531 0.51370097 0.60233511 0.66480179 0.55592136] [ 0.72997438 0.5682396 0.42038254 0.33634874 0.3715935 ] [ 0.18033013 0.57356121 0.46086809 0.90490081 0.5411757 ] [ 0.43720817 0.49247203 0.60710624 0.74342698 0.46074113] [ 0.43043985 0.29945149 0.46356106 0.70508213 0.38883333] [ 0.61327372 0.45761113 0.61862424 0.26089847 0.53387713] [ 0.269739 0.52892856 0.42419474 0.85350832 0.51140106] [ 0.58277031 0.62874932 0.42404009 0.56090446 0.40329101] [ 0.83073781 0.41530071 0.55378643 0.20826957 0.30659016] [ 0.35546511 0.60995103 0.34288993 0.7722786 0.44538351] [ 0.3423708 0.46757228 0.61757211 0.78815529 0.42893355] [ 0.46525251 0.44812635 0.59961013 0.6964818 0.40539015] [ 0.54327602 0.50159977 0.4280031 0.34352958 0.37407781] [ 0.60884447 0.49302664 0.52833994 0.53585447 0.4486356 ] [ 0.52182301 0.42675444 0.67154423 0.41671229 0.47785627] [ 0.40857146 0.57696416 0.54990651 0.74361626 0.4181066 ] [ 0.55676548 0.53105761 0.60774338 0.50981512 0.4765792 ] [ 0.37808827 0.4155762 0.64304189 0.69178849 0.46688192] [ 0.32262648 0.41929576 0.69735894 0.75662258 0.4452004 ] [ 0.43068668 0.52980706 0.34817471 0.77159694 0.62692272] [ 0.51633121 0.46892039 0.45567274 0.41737735 0.48685327] [ 0.52860347 0.38876105 0.52524241 0.74686236 0.39432516] [ 0.74735115 0.56575037 0.56487564 0.42704728 0.4456241 ] [ 0.68613477 0.45371014 0.51902992 0.35145703 0.35945758] [ 0.4283476 0.45368113 0.61539703 0.6906695 0.49621288] [ 0.76152752 0.46117287 0.51613559 0.48084885 0.36578011] [ 0.54628127 0.48393668 0.41707411 0.56757469 0.48128949] [ 0.59596815 0.40454841 0.43553692 0.3627262 0.41393571] [ 0.52884332 0.48922131 0.40290422 0.39459916 0.493213 ] [ 0.24244953 0.5346952 0.53156374 0.83139258 0.53028188] [ 0.56958332 0.47260763 0.45315684 0.58792494 0.30639598] [ 0.46160605 0.51776928 0.42225874 0.66317068 0.44724135] [ 0.67316566 0.38697868 0.57305098 0.35126709 0.40585963] [ 0.59341957 0.33605117 0.54962518 0.49314684 0.31068647] [ 0.5687234 0.39729663 0.55619766 0.50278601 0.48676159] [ 0.66426947 0.60012783 0.39048717 0.2959025 0.41359325] [ 0.54805472 0.37767585 0.63541195 0.50359864 0.32579839] [ 0.32953634 0.55584853 0.53092098 0.83819066 0.43891207] [ 0.5283942 0.57449926 0.45164509 0.42949369 0.46652642] [ 0.52075982 0.44667165 0.52464701 0.6636655 0.37984332] [ 0.62745762 0.41314561 0.56640154 0.31227215 0.41960786] [ 0.67048598 0.46599275 0.56303138 0.28076345 0.48088046] [ 0.31326811 0.52999775 0.577586 0.77168997 0.52690822] [ 0.68337599 0.56895661 0.46963175 0.42491525 0.44567647] [ 0.23149406 0.49826342 0.52991336 0.8244025 0.52821379] [ 0.71175574 0.4565173 0.37168711 0.47232275 0.44883417] [ 0.59101866 0.55278668 0.39561413 0.54867393 0.37060094] [ 0.50991422 0.40035401 0.49307111 0.56365746 0.39387538] [ 0.55857816 0.66613499 0.43492961 0.62937439 0.43037405] [ 0.60595006 0.53429926 0.46804927 0.66946461 0.55304487] [ 0.38959629 0.35522971 0.62778539 0.31900423 0.60712296] [ 0.49987496 0.29094799 0.4768406 0.55637394 0.37720293] [ 0.26206983 0.44030856 0.45400125 0.83372765 0.39086145] [ 0.51615813 0.36342089 0.49589895 0.59554174 0.28291894] [ 0.25781153 0.38158284 0.55667981 0.73933542 0.61902736] [ 0.18762214 0.4776025 0.50895364 0.82845816 0.42030153] [ 0.43769294 0.45198599 0.45822987 0.64983065 0.38021247] [ 0.53068746 0.47041502 0.51231664 0.39784461 0.5312524 ] [ 0.47429859 0.56587644 0.4891072 0.64408861 0.49872975] [ 0.56239568 0.41926363 0.54432953 0.243486 0.57205882] [ 0.24952377 0.41928739 0.54765593 0.87409523 0.53930951] [ 0.49528916 0.4834362 0.56050647 0.49945459 0.48999152] [ 0.45224767 0.59621607 0.57176698 0.62317105 0.48950466] [ 0.68679714 0.43368769 0.47473255 0.28143499 0.34516389] [ 0.34996381 0.37692613 0.60114041 0.68996002 0.50614343] [ 0.67694984 0.55196455 0.58967529 0.45678359 0.38957679] [ 0.30025398 0.63616284 0.41638116 0.84910632 0.52825142] [ 0.65386035 0.49759971 0.60421343 0.44868442 0.47752758] [ 0.42633803 0.4871699 0.43428749 0.76760617 0.44383055] [ 0.55397966 0.54699315 0.53813602 0.51433954 0.50633372] [ 0.30801612 0.49015926 0.54719219 0.74780727 0.56677974] [ 0.2774637 0.47592891 0.61049293 0.64153039 0.58944519] [ 0.35600235 0.53026897 0.54519333 0.84209518 0.54558005] [ 0.56519868 0.53942239 0.32695572 0.52552931 0.43937556] [ 0.83009279 0.43393083 0.55051151 0.39270115 0.35724061] [ 0.65475569 0.60475909 0.41878964 0.51114841 0.43730449] [ 0.4842964 0.45904639 0.52764412 0.60076327 0.37139247] [ 0.60548143 0.42079704 0.58921391 0.4440891 0.56786843] [ 0.52290724 0.54614968 0.51119102 0.42920758 0.41952333] [ 0.43812583 0.42928557 0.45714315 0.72188196 0.41031362] [ 0.46173859 0.50550708 0.5256957 0.40091006 0.55648483] [ 0.22070158 0.3707167 0.52543588 0.88944739 0.6664695 ] [ 0.62406053 0.32345305 0.47901021 0.22441689 0.41611404] [ 0.52852199 0.47616755 0.57862974 0.62831539 0.48551846] [ 0.52467131 0.35633407 0.51661779 0.67142141 0.33520754] [ 0.57332757 0.47842781 0.45676585 0.38280081 0.36497474] [ 0.31735738 0.5027369 0.43758983 0.89636388 0.43132384] [ 0.26725623 0.56562846 0.32825344 0.66761503 0.45998447] [ 0.40651174 0.61099215 0.53578953 0.73378137 0.50870642] [ 0.47020602 0.51895364 0.58764543 0.34444969 0.61124269] [ 0.55674027 0.56089413 0.44810234 0.40541956 0.55965089] [ 0.50991422 0.40035401 0.49307111 0.56365746 0.39387538] [ 0.40180689 0.46947771 0.45346046 0.78739014 0.43523178] [ 0.42198874 0.57878269 0.4457549 0.75223138 0.37547145] [ 0.78044115 0.40838694 0.51912289 0.40480169 0.39223495] [ 0.35265788 0.46792305 0.60472646 0.76242708 0.54508407] [ 0.58781594 0.389864 0.59972938 0.49402524 0.42466176] [ 0.61385034 0.49934634 0.59472553 0.46883664 0.47442213] [ 0.72771868 0.35036342 0.49541871 0.44935469 0.35965485] [ 0.22832996 0.4655534 0.48531561 0.73511212 0.44588628] [ 0.694708 0.35901899 0.50557881 0.16374314 0.33083569] [ 0.71895389 0.49868695 0.57387434 0.22619498 0.47057962] [ 0.29141247 0.58246336 0.48525327 0.68125161 0.36651153] [ 0.79603238 0.33325651 0.6175819 0.11371593 0.3726757 ] [ 0.44950903 0.42060278 0.62552409 0.65554726 0.47008026] [ 0.24533927 0.39844161 0.53106146 0.84924668 0.46419297] [ 0.263931 0.60962216 0.52684959 0.80239075 0.62356615] [ 0.46015384 0.42404468 0.61489338 0.74841421 0.46188915] [ 0.66285761 0.55198388 0.49692093 0.52605584 0.52633231] [ 0.69877931 0.45772145 0.4719948 0.42559676 0.36617508] [ 0.6617447 0.62072555 0.50857522 0.45375444 0.42526114] [ 0.59859214 0.41381532 0.45849913 0.52444212 0.40971314] [ 0.81847142 0.37520016 0.55315671 0.12997217 0.34384712] [ 0.58883906 0.39104088 0.6246599 0.3067215 0.46380732] [ 0.52437759 0.38043405 0.53702769 0.54386261 0.38405906] [ 0.65368921 0.61149714 0.39613619 0.63630551 0.4799054 ] [ 0.62453799 0.43186724 0.54486502 0.23311139 0.51263303] [ 0.68782902 0.23767549 0.48388949 0.24989613 0.42918019] [ 0.7705532 0.45548703 0.53470047 0.1577505 0.43758943] [ 0.52358358 0.48303836 0.40727215 0.70354349 0.56305575] [ 0.43272697 0.53716933 0.44185468 0.64428259 0.51240552] Progress: 7.4% ... Training loss: 0.793 ... Validation loss: 1.324[ 0.60173473 0.44201492 0.52462874 0.447704 0.54861659] [ 0.5387746 0.37615417 0.48504119 0.55448137 0.36058799] [ 0.48503262 0.37626005 0.5914138 0.75963992 0.51571889] [ 0.61988744 0.4836375 0.47615582 0.46543307 0.3509155 ] [ 0.65093143 0.39337062 0.50641441 0.31783242 0.37699179] [ 0.34010576 0.48230802 0.35305392 0.79885653 0.47559361] [ 0.48191799 0.41080024 0.4694847 0.63568569 0.46567383] [ 0.29108924 0.41442859 0.51239455 0.71907013 0.49147706] [ 0.44228023 0.52370259 0.42281748 0.76260541 0.347043 ] [ 0.50708443 0.59648056 0.62925747 0.44894936 0.54725509] [ 0.48443005 0.43483171 0.47921723 0.40623323 0.5685069 ] [ 0.19605119 0.43302714 0.48238269 0.90852811 0.5407913 ] [ 0.57310409 0.42768995 0.58541271 0.66984839 0.36640986] [ 0.47352961 0.42638777 0.47604548 0.43262004 0.4800412 ] [ 0.2459282 0.5004507 0.57300986 0.71082245 0.5546089 ] [ 0.63819344 0.57882603 0.34578639 0.36441382 0.33646823] [ 0.25190547 0.3794209 0.41116019 0.8522749 0.54764783] [ 0.45204804 0.52651364 0.3553125 0.7623883 0.44638179] [ 0.73622347 0.45806451 0.58441908 0.24971228 0.48709723] [ 0.71313345 0.5772949 0.44265953 0.51838147 0.30828944] [ 0.72332163 0.45925456 0.41854342 0.32794927 0.36465005] [ 0.51125312 0.53225377 0.47797443 0.48257423 0.42602376] [ 0.48745973 0.33969019 0.45834146 0.67147152 0.39117959] [ 0.56401692 0.43130883 0.56693866 0.41166783 0.38161792] [ 0.73037617 0.47301174 0.5332523 0.48335404 0.31601892] [ 0.30146533 0.37148222 0.60654196 0.62407091 0.49585184] [ 0.4154978 0.50118168 0.65014465 0.66891712 0.50724003] [ 0.68693788 0.40588778 0.62293502 0.23793332 0.39565151] [ 0.59501468 0.42719696 0.56738537 0.52414043 0.3300132 ] [ 0.67808719 0.46640821 0.44442368 0.28290598 0.36260524] [ 0.80348323 0.4719788 0.41638925 0.41756314 0.36517029] [ 0.38864738 0.40355725 0.64785052 0.72902252 0.35921398] [ 0.47947801 0.54400945 0.34582121 0.67195902 0.38585195] [ 0.64632092 0.59999978 0.52832382 0.51981061 0.44863105] [ 0.44209343 0.39795434 0.5576778 0.48913703 0.34786067] [ 0.53186133 0.53860282 0.3718689 0.51886981 0.41184372] [ 0.59175893 0.40641469 0.39909832 0.55740614 0.32007701] [ 0.521223 0.46442614 0.45588945 0.59177582 0.58778892] [ 0.74858168 0.44689113 0.53095401 0.35122947 0.40629527] [ 0.70621581 0.48515356 0.49759243 0.38614792 0.5159064 ] [ 0.43096969 0.44751981 0.57203055 0.64638167 0.42096831] [ 0.40420994 0.61029481 0.50419747 0.74803586 0.55729724] [ 0.32481373 0.50218148 0.42438031 0.70328052 0.49363618] [ 0.28129574 0.54741854 0.4611814 0.7902469 0.51550514] [ 0.56764196 0.47698292 0.58220112 0.5141797 0.52673245] [ 0.39073707 0.52442255 0.35899625 0.69667036 0.44584726] [ 0.30948637 0.48475965 0.56389532 0.79144963 0.50067249] [ 0.19243978 0.52555556 0.54588582 0.90862009 0.56273335] [ 0.63317994 0.48537322 0.45105826 0.30171609 0.38130066] [ 0.42101918 0.49306354 0.57559951 0.74213258 0.39323931] [ 0.57531601 0.48479773 0.46945901 0.45985153 0.39082807] [ 0.69688623 0.30837125 0.52981168 0.20669948 0.41011521] [ 0.41629891 0.43607808 0.6315273 0.70162478 0.48925458] [ 0.74881873 0.42684052 0.50597309 0.33654591 0.33013219] [ 0.6512796 0.49310504 0.49297111 0.44402839 0.42438075] [ 0.65665668 0.44163881 0.42087033 0.41815199 0.3702588 ] [ 0.80729843 0.39971896 0.52535136 0.16787128 0.46604122] [ 0.52701588 0.62299457 0.44590945 0.5371214 0.3912118 ] [ 0.31920216 0.57347941 0.51704658 0.79511421 0.54741323] [ 0.74027404 0.35005996 0.54764353 0.22125884 0.45000964] [ 0.60437009 0.42400582 0.58969719 0.34036902 0.53200678] [ 0.72784607 0.41599408 0.58255438 0.24643051 0.37758333] [ 0.53648564 0.42522849 0.50318284 0.70113509 0.39711008] [ 0.48010093 0.45212815 0.42855886 0.72993879 0.30876548] [ 0.53491551 0.50451653 0.37901705 0.41321768 0.43169418] [ 0.61846306 0.42619677 0.49068147 0.58381654 0.57230088] [ 0.70373102 0.43983485 0.50577423 0.31773506 0.35661198] [ 0.74203854 0.53547385 0.43422287 0.35874637 0.35908814] [ 0.65093143 0.39337062 0.50641441 0.31783242 0.37699179] [ 0.42856636 0.33282861 0.67100571 0.64563564 0.48492211] [ 0.30389712 0.57232738 0.42598783 0.73540593 0.50027759] [ 0.18235906 0.54729315 0.42978966 0.8693281 0.54692471] [ 0.54530589 0.49904366 0.55827229 0.42823528 0.5600633 ] [ 0.54165391 0.38890634 0.42901731 0.46535483 0.53063499] [ 0.42722515 0.44994266 0.44897119 0.46213291 0.47523664] [ 0.41553027 0.51170988 0.54100648 0.80176674 0.41207247] [ 0.52067353 0.58324207 0.4712455 0.4799291 0.64628345] [ 0.65946316 0.51334623 0.52693041 0.33263108 0.49369688] [ 0.61268765 0.52997953 0.44817948 0.35244276 0.36162882] [ 0.5150706 0.52519611 0.46015234 0.53985038 0.48394993] [ 0.64682087 0.31625308 0.64467069 0.24414067 0.48785379] [ 0.57460002 0.43569659 0.49519563 0.40148871 0.4204443 ] [ 0.7123593 0.3258832 0.50488816 0.21357849 0.42710063] [ 0.68449125 0.56413442 0.39236812 0.32886725 0.28494794] [ 0.76330651 0.3946796 0.58089836 0.20271952 0.39371979] [ 0.56895118 0.50801675 0.56364112 0.61246754 0.47437853] [ 0.35956985 0.49600153 0.43825124 0.76772141 0.39753717] [ 0.22866264 0.54564746 0.47449231 0.89619907 0.43288494] [ 0.62010458 0.60657447 0.40205035 0.57525523 0.32464304] [ 0.77775235 0.50543935 0.4550221 0.19843632 0.31934129] [ 0.57434814 0.59011508 0.30194002 0.63481399 0.33827806] [ 0.53925512 0.5890531 0.52801551 0.52389703 0.52831561] [ 0.35573372 0.53051827 0.5451361 0.84213762 0.5456673 ] [ 0.25826508 0.4394266 0.45166684 0.80931882 0.42226085] [ 0.23373057 0.55524567 0.47303411 0.6314098 0.45146889] [ 0.47753787 0.5305011 0.39803031 0.59787805 0.55243604] [ 0.44747571 0.34196874 0.55341868 0.65939625 0.37195587] [ 0.49071651 0.3970002 0.4089301 0.53820707 0.50812328] [ 0.56100466 0.47935622 0.60736469 0.61297986 0.4576475 ] [ 0.54834416 0.66035748 0.46064484 0.63282713 0.4687535 ] [ 0.65748255 0.59840142 0.4430406 0.43282725 0.42369577] [ 0.30044245 0.41562988 0.57220264 0.8015587 0.51721113] [ 0.33683183 0.53247719 0.56968635 0.6687722 0.57098495] [ 0.59230946 0.4054763 0.57409004 0.22938549 0.49586686] [ 0.71346368 0.40887954 0.61335954 0.30458067 0.35442742] [ 0.68958274 0.28360176 0.49953883 0.41936828 0.38427569] [ 0.52775089 0.44297721 0.42381602 0.5773019 0.38958727] [ 0.28286594 0.37641801 0.41274431 0.81810337 0.54185851] [ 0.38795606 0.62916751 0.34084466 0.75341752 0.38505597] [ 0.69093783 0.39271716 0.64682884 0.4235255 0.47835125] [ 0.5297379 0.30716665 0.56688481 0.62585623 0.43142366] [ 0.6064447 0.57472381 0.47254183 0.43616453 0.31506198] [ 0.27418124 0.40351499 0.55848027 0.69186882 0.45325393] [ 0.30652662 0.48097823 0.5359122 0.76844341 0.60435308] [ 0.72700869 0.47561274 0.42436862 0.33848808 0.34365903] [ 0.7968558 0.53389572 0.44787236 0.3070508 0.39843109] [ 0.38227506 0.5661113 0.5750573 0.76650749 0.50015173] [ 0.24327216 0.36597161 0.46457785 0.86450495 0.38071999] [ 0.6491179 0.59679035 0.46681364 0.66519566 0.39914373] [ 0.24589821 0.41704172 0.56488666 0.77249087 0.56789846] [ 0.65648098 0.42819406 0.57030995 0.34310017 0.48783796] [ 0.6168461 0.53357739 0.45702342 0.33486314 0.45975561] [ 0.62142064 0.59342735 0.52051283 0.45639455 0.43710489] [ 0.71345002 0.61891008 0.47745852 0.54226651 0.35251307] [ 0.49823633 0.63011887 0.54654883 0.57417667 0.60589942] [ 0.70747651 0.39725853 0.47664952 0.44958236 0.40354642] [ 0.44671876 0.50250542 0.39454333 0.74072657 0.51376979] [ 0.42046126 0.40228882 0.48350642 0.66271766 0.33568842] Progress: 7.5% ... Training loss: 0.792 ... Validation loss: 1.326[ 0.58683302 0.53234135 0.45188758 0.43111162 0.32361489] [ 0.5454915 0.4843484 0.41698629 0.56782726 0.48143386] [ 0.62202514 0.64894209 0.41759972 0.41471343 0.48391693] [ 0.42824563 0.42147889 0.446529 0.65051504 0.42574215] [ 0.41758227 0.55963115 0.51500957 0.64199451 0.47300956] [ 0.70996088 0.46063187 0.55556372 0.25264968 0.42731586] [ 0.48496734 0.42759808 0.53595749 0.7321922 0.47086484] [ 0.63444142 0.45943074 0.39949635 0.3310348 0.36871618] [ 0.72106337 0.45210126 0.47584344 0.5475291 0.38689359] [ 0.59100856 0.40285079 0.45097121 0.54756132 0.55702197] [ 0.49469569 0.41058415 0.53846185 0.40278196 0.58093894] [ 0.75138402 0.50236718 0.45022261 0.3623931 0.41475359] [ 0.61336849 0.59071528 0.48391544 0.46632965 0.60809074] [ 0.49863551 0.5262966 0.57841208 0.7739588 0.39348425] [ 0.52127765 0.60408434 0.41182708 0.41552474 0.50372814] [ 0.46398398 0.39275465 0.55478497 0.48421946 0.55416404] [ 0.45264597 0.4265722 0.58819158 0.63138289 0.3463999 ] [ 0.44784155 0.53773237 0.40012856 0.60258924 0.42554853] [ 0.44640265 0.41714281 0.44660061 0.72336007 0.32345185] [ 0.57047913 0.5640301 0.42410099 0.38147301 0.4044114 ] [ 0.38264873 0.54734905 0.4347092 0.69194928 0.37266433] [ 0.67013834 0.49419859 0.61675758 0.35839877 0.34704891] [ 0.32850322 0.45926938 0.47641555 0.80919864 0.45513299] [ 0.32241851 0.40472679 0.50467769 0.76279685 0.38549453] [ 0.33016578 0.55436671 0.38753669 0.80059409 0.58863722] [ 0.48661021 0.41872781 0.5085178 0.35385599 0.60350771] [ 0.29456416 0.51635779 0.48627854 0.803654 0.42440348] [ 0.70488956 0.40078521 0.48354915 0.33461867 0.430605 ] [ 0.21184079 0.35384404 0.44875788 0.84517963 0.52672551] [ 0.51327153 0.393192 0.3868256 0.65568709 0.50948291] [ 0.65345642 0.57581462 0.54380497 0.40468949 0.49753874] [ 0.6127693 0.57018483 0.43906044 0.63768414 0.39880681] [ 0.40697275 0.42372436 0.53160572 0.73304949 0.42764867] [ 0.53923945 0.30119205 0.58871874 0.35405989 0.70850375] [ 0.59328601 0.56616947 0.44176754 0.51853543 0.51478542] [ 0.5813415 0.48334793 0.49949095 0.34710984 0.51320621] [ 0.72371539 0.43573499 0.6308608 0.23904477 0.43175549] [ 0.50757075 0.59222538 0.36905461 0.53629387 0.5321109 ] [ 0.70221844 0.54272127 0.35711683 0.33820487 0.3038991 ] [ 0.73221099 0.46298605 0.48775192 0.18755876 0.41175518] [ 0.60501772 0.52091261 0.43309837 0.58147862 0.45891495] [ 0.69737106 0.47635878 0.41861353 0.3662109 0.31607762] [ 0.69821507 0.30783711 0.52996818 0.20622638 0.40989148] [ 0.40822628 0.39655437 0.47407957 0.76345598 0.34811185] [ 0.81508927 0.40286208 0.66012411 0.16107703 0.35874189] [ 0.21664922 0.33017484 0.48724327 0.77366663 0.56336727] [ 0.61431033 0.4151168 0.49914104 0.41487686 0.37718471] [ 0.1844345 0.55884239 0.54278161 0.91364713 0.48125561] [ 0.73919244 0.5134995 0.45380944 0.38902397 0.38839779] [ 0.57856757 0.49085545 0.47460281 0.70638521 0.35497199] [ 0.64269516 0.44130896 0.57574225 0.40462214 0.47029889] [ 0.71616239 0.38513235 0.61288435 0.19692951 0.5005966 ] [ 0.41082733 0.59056238 0.32600259 0.70489334 0.48676647] [ 0.44874139 0.46057244 0.4517031 0.62337059 0.33008811] [ 0.53256052 0.45162802 0.47192613 0.47461257 0.358984 ] [ 0.32606479 0.41136578 0.53817731 0.76703353 0.36352682] [ 0.79184242 0.56117528 0.45802834 0.19267277 0.37592445] [ 0.56428304 0.59849884 0.37993412 0.54700549 0.54836265] [ 0.53441231 0.43023389 0.46827119 0.54833916 0.36252513] [ 0.5345411 0.53759585 0.65505904 0.43860852 0.51803263] [ 0.46664149 0.51593101 0.44816186 0.57564839 0.43204411] [ 0.58602366 0.38436981 0.51319789 0.34717943 0.48395949] [ 0.67355268 0.43943195 0.44471912 0.55008831 0.40483733] [ 0.37961564 0.70297935 0.34273081 0.82660914 0.44696808] [ 0.61276109 0.4993875 0.42048598 0.39906173 0.37272547] [ 0.57499617 0.47539805 0.41624007 0.43121105 0.45547374] [ 0.43753184 0.33651391 0.47599021 0.48707392 0.56854103] [ 0.55542302 0.52954672 0.40416226 0.42088856 0.48327833] [ 0.41820343 0.63519012 0.45686844 0.67599284 0.45617907] [ 0.48700646 0.51948041 0.57118181 0.5308901 0.38294165] [ 0.64204493 0.50022366 0.60588485 0.42741239 0.46953702] [ 0.5521475 0.51805033 0.46549437 0.44626968 0.38976583] [ 0.51486975 0.62848031 0.43292199 0.47642655 0.4489476 ] [ 0.70078139 0.56672371 0.39851763 0.51102352 0.34385583] [ 0.63300751 0.43697643 0.47394088 0.37446195 0.45630873] [ 0.35037878 0.45056493 0.40194722 0.79873407 0.46088561] [ 0.60889836 0.49878652 0.44255653 0.46392774 0.40280911] [ 0.27894119 0.57820931 0.35556085 0.8545896 0.4199748 ] [ 0.22914794 0.46403578 0.45390784 0.80733572 0.48100291] [ 0.74118602 0.42379856 0.60841596 0.34097632 0.38224357] [ 0.58285797 0.38471178 0.59123621 0.4039601 0.35406548] [ 0.58058349 0.59130176 0.35351818 0.59063396 0.40877039] [ 0.50489535 0.49498168 0.47026502 0.4164122 0.56024039] [ 0.47837316 0.48679889 0.43930224 0.55576263 0.32276544] [ 0.49590461 0.50199666 0.53946646 0.36732596 0.53488954] [ 0.47637901 0.54896227 0.41249186 0.82083086 0.57514097] [ 0.21243297 0.52539939 0.36482789 0.8642999 0.42653848] [ 0.68594107 0.4371527 0.47263078 0.39036315 0.35961841] [ 0.41084048 0.52505135 0.38316723 0.82602729 0.42476437] [ 0.38253574 0.56604298 0.57507434 0.76637089 0.50012906] [ 0.67976546 0.50929384 0.54202291 0.33341941 0.43756756] [ 0.66434707 0.47026927 0.45124063 0.40065005 0.44590946] [ 0.63656499 0.34269152 0.57028025 0.46020058 0.49120582] [ 0.68496401 0.64334744 0.38356529 0.57903606 0.36276138] [ 0.59144953 0.37366544 0.41163359 0.5337735 0.44189586] [ 0.75643037 0.55029949 0.43643581 0.34735722 0.47692595] [ 0.67699959 0.57061574 0.65338443 0.50359249 0.44910097] [ 0.47509356 0.5129394 0.62878173 0.59897904 0.60290149] [ 0.44243472 0.55683203 0.63576106 0.59107766 0.61703401] [ 0.73321523 0.42250149 0.50316913 0.2890152 0.31525157] [ 0.25576709 0.468728 0.50514595 0.71622938 0.42989371] [ 0.70996088 0.46063187 0.55556372 0.25264968 0.42731586] [ 0.65198007 0.49498463 0.53274339 0.4068876 0.29180588] [ 0.31796829 0.37489799 0.50262526 0.74649381 0.41376248] [ 0.60749049 0.53470998 0.51894996 0.34840387 0.56736991] [ 0.60389803 0.50765739 0.51170521 0.43487453 0.40702947] [ 0.63013666 0.48656815 0.65617187 0.30843591 0.48832261] [ 0.23683654 0.37558709 0.51180125 0.75552312 0.47965637] [ 0.38900587 0.42723351 0.59855255 0.61678211 0.38620246] [ 0.53628732 0.52227824 0.4651059 0.41175607 0.45889671] [ 0.59888465 0.60667781 0.41974161 0.55954606 0.40757897] [ 0.5171059 0.5480867 0.43704194 0.65959622 0.33326633] [ 0.37247383 0.49547479 0.56704163 0.83522811 0.45022092] [ 0.62223455 0.47907849 0.49856868 0.48488955 0.35378083] [ 0.53939268 0.41223913 0.41374615 0.49585077 0.50266462] [ 0.44089867 0.3849566 0.46242826 0.56579121 0.42017999] [ 0.59275995 0.4779979 0.52916761 0.42237295 0.42532226] [ 0.29790116 0.36131057 0.46599605 0.73259727 0.4831134 ] [ 0.48843558 0.49286563 0.54285403 0.57575858 0.39423116] [ 0.45903866 0.64132892 0.52371201 0.66187241 0.49505031] [ 0.48889299 0.57733319 0.42872437 0.74501746 0.50311472] [ 0.25576709 0.468728 0.50514595 0.71622938 0.42989371] [ 0.5073101 0.45281615 0.44604081 0.51608804 0.39812796] [ 0.33033229 0.46919044 0.56857976 0.82935228 0.54567424] [ 0.79785075 0.44387945 0.57043772 0.16890223 0.33199102] [ 0.57727364 0.35325468 0.54256556 0.40458185 0.44526071] [ 0.36694163 0.44123087 0.42105742 0.70916678 0.54340966] [ 0.59709972 0.42434636 0.61286353 0.52659535 0.60964809] Progress: 7.5% ... Training loss: 0.791 ... Validation loss: 1.322[ 0.59239323 0.5165669 0.68551668 0.57299229 0.42233388] [ 0.38520948 0.46154796 0.55650272 0.6360392 0.45080067] [ 0.44498022 0.42146331 0.61330145 0.81709566 0.40006248] [ 0.53635058 0.64002251 0.41556066 0.79945563 0.48296458] [ 0.62609363 0.29361008 0.59014616 0.46866604 0.60566152] [ 0.55864754 0.41586998 0.46346518 0.5665794 0.2644736 ] [ 0.59957458 0.5062198 0.39872419 0.53677742 0.31136581] [ 0.30028435 0.32944563 0.44430176 0.65808727 0.50095367] [ 0.36949215 0.45961503 0.61222919 0.77091973 0.45585572] [ 0.44752605 0.44706231 0.44436516 0.6502588 0.59126086] [ 0.64039823 0.47888817 0.49281769 0.40780631 0.35520816] [ 0.43675458 0.59154257 0.60260499 0.65857901 0.50262983] [ 0.53327306 0.61968009 0.51306593 0.4873119 0.42935399] [ 0.29360252 0.60408306 0.48577806 0.77508618 0.58950837] [ 0.53392456 0.54120017 0.53766701 0.38602521 0.52995475] [ 0.43470617 0.41378214 0.4361136 0.67575285 0.4178444 ] [ 0.47100061 0.54860596 0.44931888 0.58578971 0.5076415 ] [ 0.38794321 0.59978148 0.52552998 0.79584057 0.43042697] [ 0.34329305 0.40332747 0.48607816 0.74340646 0.41314972] [ 0.55520835 0.5127619 0.59323179 0.40738374 0.39924119] [ 0.53039233 0.47603856 0.47025797 0.32053489 0.48608087] [ 0.40489462 0.61325198 0.36834923 0.79908403 0.36066378] [ 0.73380848 0.47849645 0.56757436 0.41022034 0.36997814] [ 0.63827298 0.43284282 0.52788983 0.14623797 0.52536219] [ 0.69987209 0.4305283 0.68557663 0.29367458 0.48625429] [ 0.69411378 0.45934263 0.5746332 0.31287581 0.52782351] [ 0.39368052 0.28738176 0.49313911 0.64306181 0.4431995 ] [ 0.79645654 0.37568546 0.50715679 0.177588 0.4038798 ] [ 0.59094413 0.43191455 0.58339436 0.45632332 0.60086128] [ 0.5551647 0.51951985 0.56621212 0.50605778 0.43388932] [ 0.39383044 0.47432749 0.64543743 0.58775504 0.65724203] [ 0.64502851 0.40087559 0.64742323 0.31857796 0.49578807] [ 0.6349745 0.5057227 0.45746531 0.54008915 0.39648681] [ 0.49840526 0.46793445 0.59594062 0.684233 0.42990988] [ 0.6859031 0.33396812 0.54204466 0.32811664 0.4941822 ] [ 0.6127473 0.53464773 0.53511667 0.48786181 0.59785916] [ 0.62393252 0.44259077 0.44627754 0.27445189 0.44639307] [ 0.48026454 0.45712308 0.47011931 0.38912585 0.54087964] [ 0.43868964 0.40718182 0.44370038 0.70399926 0.5466119 ] [ 0.40251311 0.49730945 0.49860865 0.64278608 0.32931097] [ 0.33370061 0.37218367 0.49994694 0.70435511 0.41224769] [ 0.63346624 0.37205145 0.4264007 0.39305267 0.43214242] [ 0.46074929 0.53642325 0.5024526 0.81020179 0.4241649 ] [ 0.53689147 0.64707486 0.31338656 0.61724606 0.39192078] [ 0.50349264 0.51011618 0.44374473 0.78705942 0.36158241] [ 0.52311718 0.48977319 0.42413682 0.26372816 0.4943789 ] [ 0.60286774 0.47098472 0.51571258 0.45446441 0.38284898] [ 0.6387752 0.36679865 0.64341481 0.30590288 0.47557361] [ 0.62215847 0.52791464 0.3796389 0.48418107 0.30407046] [ 0.37081377 0.38442034 0.54067124 0.64933843 0.40809763] [ 0.64166807 0.53317749 0.58255139 0.53490291 0.48635783] [ 0.4962512 0.40474312 0.39344062 0.51520774 0.3652563 ] [ 0.21092979 0.42824126 0.57315571 0.8941855 0.61573948] [ 0.5344813 0.52198853 0.56406232 0.55411018 0.46983355] [ 0.38535888 0.43626002 0.53713721 0.55835694 0.49242837] [ 0.62427168 0.51681331 0.42529079 0.3809783 0.42812142] [ 0.63851891 0.43306029 0.55004771 0.22666684 0.37461548] [ 0.72423709 0.58090477 0.56992992 0.47878247 0.46805435] [ 0.78579423 0.52140732 0.56115813 0.26596852 0.41044957] [ 0.69551961 0.56935478 0.31285314 0.56943905 0.33765997] [ 0.68236368 0.50833169 0.40889658 0.39194932 0.36378387] [ 0.50644763 0.38776996 0.41784322 0.60571521 0.34830499] [ 0.35002076 0.37710581 0.60109398 0.68997231 0.50620133] [ 0.32900906 0.39390325 0.62624278 0.83634141 0.48752484] [ 0.51959132 0.36795405 0.52284627 0.51651062 0.36147477] [ 0.62438128 0.6008579 0.43635509 0.38572354 0.52358146] [ 0.59825142 0.48596202 0.56440986 0.45310566 0.61111911] [ 0.22676171 0.47878212 0.51936701 0.68906181 0.58916058] [ 0.58991157 0.48095708 0.54172253 0.46964461 0.48113132] [ 0.71303969 0.32555664 0.50498547 0.21332068 0.42695797] [ 0.77159875 0.44385454 0.55690692 0.18921085 0.3321227 ] [ 0.6730575 0.41026537 0.61356066 0.2886268 0.45135247] [ 0.45813136 0.64167843 0.52361742 0.66226705 0.49518049] [ 0.56029172 0.60389367 0.56733781 0.65436296 0.42883176] [ 0.75087723 0.46283532 0.52178104 0.39557037 0.50558699] [ 0.52634753 0.47968792 0.43274263 0.56540418 0.47269878] [ 0.64841417 0.41013256 0.60059839 0.40185972 0.58170334] [ 0.69625472 0.42929636 0.52781076 0.45777114 0.43996686] [ 0.57650372 0.43453167 0.49678532 0.65406924 0.30655427] [ 0.35448091 0.43057549 0.51488468 0.74094247 0.43666349] [ 0.474514 0.4664539 0.63285681 0.71787209 0.40360386] [ 0.25441707 0.45008857 0.47646824 0.82606004 0.45299153] [ 0.32407574 0.55071883 0.45546718 0.68993401 0.48087267] [ 0.70607025 0.53839307 0.45455608 0.51053947 0.41324934] [ 0.60051966 0.48389616 0.48399168 0.53302929 0.42073569] [ 0.74187984 0.4665052 0.58081943 0.37354965 0.43962082] [ 0.53267348 0.46665027 0.54965553 0.52415804 0.50904362] [ 0.44980913 0.68119661 0.44138273 0.77933982 0.52020178] [ 0.24160492 0.43311716 0.55854758 0.69876469 0.48939692] [ 0.32992582 0.48582345 0.46015028 0.67038595 0.52946284] [ 0.71505596 0.3811008 0.56808997 0.3045224 0.33503526] [ 0.69529792 0.5294161 0.38175876 0.40584214 0.35223278] [ 0.69032061 0.4992769 0.37140216 0.31900517 0.34793392] [ 0.3844159 0.46465609 0.43067941 0.60732657 0.45271195] [ 0.63969352 0.50856249 0.41495347 0.75882404 0.40752748] [ 0.53471566 0.50970439 0.46883561 0.59482882 0.42180485] [ 0.44501283 0.42576703 0.66636532 0.62041491 0.47349376] [ 0.56354681 0.46428679 0.49752292 0.58414182 0.41521233] [ 0.55966227 0.41191947 0.50779089 0.33195125 0.40341849] [ 0.40905447 0.50493095 0.48275508 0.50404515 0.43147432] [ 0.44162159 0.42620358 0.48810682 0.70171311 0.50078615] [ 0.66146331 0.48518505 0.51901637 0.44212817 0.292956 ] [ 0.56119709 0.44055639 0.55529023 0.46066849 0.46403633] [ 0.53079596 0.5343473 0.50303074 0.49426345 0.48639985] [ 0.61850853 0.42619943 0.49068664 0.58364793 0.57230225] [ 0.57449721 0.5015052 0.57106755 0.50063148 0.44550976] [ 0.5437263 0.51290198 0.4745802 0.37358835 0.35619914] [ 0.36178434 0.58002803 0.32182664 0.90301007 0.40059692] [ 0.5645996 0.49372902 0.53921009 0.48763745 0.38276718] [ 0.40216372 0.58463715 0.33340799 0.72895324 0.34912427] [ 0.35596511 0.4054671 0.53665037 0.75097485 0.50856142] [ 0.73440863 0.50780848 0.61775649 0.1551204 0.52255716] [ 0.37344961 0.47616543 0.449243 0.63255843 0.55211644] [ 0.51680287 0.53654525 0.47477167 0.47753365 0.46764573] [ 0.68558774 0.36547832 0.44872446 0.38669092 0.39555683] [ 0.47853142 0.43475397 0.48015712 0.36269417 0.45669303] [ 0.52735775 0.46859683 0.5326342 0.66148476 0.35098348] [ 0.60151099 0.63073312 0.37604149 0.72398777 0.30721689] [ 0.66605325 0.43873188 0.43232701 0.27112793 0.32753985] [ 0.43257676 0.45815823 0.50858499 0.61288997 0.48174835] [ 0.46571948 0.55412157 0.46728224 0.56266824 0.42114097] [ 0.50264575 0.48380101 0.40303379 0.76820102 0.42763606] [ 0.68620155 0.38228897 0.60052866 0.40132055 0.45044343] [ 0.27199577 0.48563593 0.41581237 0.74666155 0.48380475] [ 0.53467729 0.64083582 0.41806868 0.61198965 0.5582892 ] [ 0.5076367 0.46508016 0.52947217 0.56020113 0.3407656 ] [ 0.62654656 0.51853985 0.45705168 0.58640664 0.39373897] [ 0.81579459 0.56181832 0.47700902 0.42442959 0.34100459] Progress: 7.5% ... Training loss: 0.791 ... Validation loss: 1.329[ 0.62933557 0.43162498 0.40592962 0.57094736 0.35832777] [ 0.49789803 0.48327502 0.39229139 0.48448068 0.45807623] [ 0.51717752 0.47178094 0.44889446 0.501818 0.35979917] [ 0.6467482 0.53318773 0.4009461 0.35998617 0.34620535] [ 0.53737272 0.43220897 0.47752769 0.41818472 0.35226829] [ 0.5688589 0.45656762 0.60854642 0.53998212 0.34851363] [ 0.65812391 0.49180489 0.38187396 0.52303335 0.45808444] [ 0.49699907 0.54165111 0.56501707 0.55288325 0.62910575] [ 0.40185263 0.4887174 0.54631275 0.5647047 0.50847233] [ 0.61369559 0.44279847 0.41223379 0.50404564 0.47169548] [ 0.68029072 0.43920126 0.45682277 0.21217175 0.39384555] [ 0.42449147 0.49310315 0.52871908 0.55272067 0.45568626] [ 0.29971186 0.47664401 0.46642523 0.73968319 0.41532069] [ 0.61902527 0.41726124 0.60563681 0.41866328 0.37627162] [ 0.26102535 0.44170966 0.42179173 0.88332217 0.43525047] [ 0.1930107 0.48749671 0.39737844 0.81833745 0.43539039] [ 0.46702798 0.52517675 0.62104631 0.42003928 0.51346749] [ 0.6258545 0.54944057 0.34968287 0.62732831 0.35858825] [ 0.70233363 0.51570023 0.47300827 0.28190611 0.44137461] [ 0.45259699 0.47710351 0.46831955 0.76952678 0.39031244] [ 0.61643485 0.34417691 0.30219158 0.35052294 0.39435108] [ 0.7397449 0.5130076 0.46853293 0.37870077 0.35811076] [ 0.55515149 0.40236785 0.50918853 0.65216948 0.38503398] [ 0.4354092 0.64384364 0.31030335 0.64364017 0.42897879] [ 0.4528056 0.27009584 0.49347792 0.70082636 0.31885598] [ 0.67998735 0.42411535 0.37418755 0.55080092 0.43166129] [ 0.33707621 0.34161328 0.6092647 0.73267551 0.54485562] [ 0.65296871 0.49913687 0.4402727 0.62749959 0.4723438 ] [ 0.31230213 0.43212743 0.48386564 0.82091405 0.46181928] [ 0.53816043 0.4489687 0.57079838 0.69593411 0.41554404] [ 0.3044402 0.50880034 0.39646712 0.7304506 0.38053762] [ 0.71626498 0.53412085 0.54845034 0.28641932 0.48186134] [ 0.56674095 0.34265278 0.51320953 0.4599671 0.46359118] [ 0.4580704 0.51097973 0.476042 0.52015213 0.50691147] [ 0.64972407 0.54153256 0.55472548 0.57055166 0.37908094] [ 0.67325107 0.41236776 0.46842356 0.23260519 0.29784296] [ 0.53326549 0.58712875 0.46695923 0.52463032 0.47307738] [ 0.63254149 0.47363646 0.45598098 0.3922194 0.32451701] [ 0.78618637 0.61143304 0.40533897 0.40183235 0.27895146] [ 0.71298475 0.47788903 0.48867525 0.39482464 0.47727009] [ 0.52686139 0.47740842 0.57349341 0.52269493 0.31425903] [ 0.42913793 0.43327065 0.59716563 0.68064098 0.49556554] [ 0.54795862 0.45923238 0.38841266 0.63131328 0.33527103] [ 0.49204689 0.3899105 0.58651013 0.63331162 0.34617506] [ 0.39767423 0.51029359 0.55586691 0.61538412 0.41662678] [ 0.36703053 0.56364079 0.6316952 0.59575886 0.50429009] [ 0.2644285 0.43103108 0.58522366 0.85770817 0.61031778] [ 0.31716983 0.56216189 0.42498267 0.70611538 0.4410676 ] [ 0.47339984 0.46873893 0.47281124 0.71209324 0.3073337 ] [ 0.21081421 0.42840321 0.57311769 0.89424035 0.61579036] [ 0.4989907 0.65936021 0.34266031 0.81299202 0.53392115] [ 0.69723924 0.48616926 0.46793909 0.38009052 0.44903936] [ 0.22681842 0.32820261 0.56842813 0.810944 0.60596077] [ 0.69307418 0.36908069 0.63761218 0.28312653 0.40076072] [ 0.53193688 0.57537774 0.53852226 0.5595805 0.41240717] [ 0.75294857 0.3706799 0.61811209 0.25848604 0.44332181] [ 0.46909873 0.48659872 0.46080755 0.73816061 0.49694077] [ 0.58665662 0.53238029 0.45187397 0.43118322 0.32362513] [ 0.38024779 0.49256497 0.51355922 0.76805571 0.5191447 ] [ 0.38353937 0.5888251 0.44497046 0.76783018 0.52715976] [ 0.5293968 0.67275218 0.39539662 0.56012974 0.45897704] [ 0.73637218 0.29152712 0.45449252 0.19650893 0.3455005 ] [ 0.34304065 0.4668958 0.7055952 0.71586252 0.52961414] [ 0.70973337 0.47434728 0.44389434 0.43063796 0.44312914] [ 0.7207426 0.52466041 0.51744591 0.34270141 0.38402512] [ 0.68519406 0.43228503 0.3572628 0.45763809 0.39471196] [ 0.55058365 0.55622727 0.50372934 0.37250459 0.51702806] [ 0.56821281 0.356071 0.65111169 0.50082004 0.44449936] [ 0.48805472 0.43385643 0.48857713 0.5530023 0.49472205] [ 0.5620417 0.41392326 0.47032794 0.54237235 0.39031283] [ 0.62884772 0.36346724 0.42418695 0.44961516 0.47869485] [ 0.67757433 0.46263417 0.55324936 0.23265353 0.46058422] [ 0.38276189 0.44592511 0.54373996 0.64508895 0.57735954] [ 0.57622228 0.50981617 0.47620994 0.74768737 0.49452718] [ 0.62415386 0.39766159 0.63140646 0.25953598 0.43773833] [ 0.59440379 0.45072819 0.42290417 0.45596225 0.45912328] [ 0.7689399 0.38871689 0.62386251 0.24552052 0.43151305] [ 0.29713323 0.39916475 0.52700238 0.73222939 0.43118425] [ 0.57896471 0.39854547 0.38785189 0.45148026 0.36949141] [ 0.17762851 0.48245283 0.47768654 0.85724639 0.39916886] [ 0.73315395 0.50059516 0.55945479 0.1991577 0.49626783] [ 0.54514549 0.54232095 0.44280443 0.56597914 0.56671988] [ 0.77586145 0.45549429 0.45321595 0.21659212 0.40904709] [ 0.41711214 0.55987121 0.51494785 0.64218951 0.47309471] [ 0.71139326 0.61383015 0.48604244 0.41622972 0.47722329] [ 0.5450172 0.53048106 0.39162729 0.59076954 0.32236578] [ 0.42464461 0.59329536 0.52470152 0.63172463 0.60297566] [ 0.54047652 0.35180877 0.55119588 0.36977088 0.40142746] [ 0.35309219 0.41649106 0.56162375 0.68127709 0.41147332] [ 0.64273464 0.5483056 0.41556437 0.42175815 0.45896032] [ 0.55171569 0.40835132 0.62287611 0.4179611 0.45697873] [ 0.55833836 0.61359214 0.30467714 0.69297873 0.4481049 ] [ 0.51264312 0.5882447 0.49439867 0.71391949 0.34888793] [ 0.39684016 0.41172193 0.62226211 0.68897143 0.33931816] [ 0.55136557 0.37694533 0.51150157 0.64568945 0.39300213] [ 0.5350297 0.51357752 0.48819053 0.54871649 0.42247705] [ 0.39074398 0.45301807 0.4335761 0.49773909 0.32299764] [ 0.54717978 0.52127825 0.43413087 0.55957182 0.3893193 ] [ 0.47481583 0.512702 0.60259232 0.70429506 0.35726185] [ 0.40187267 0.60212906 0.49315792 0.64861214 0.45941468] [ 0.29309365 0.31794523 0.54225631 0.55026933 0.60621565] [ 0.43606376 0.39020238 0.54923057 0.78413883 0.47121291] [ 0.52761486 0.47659259 0.57852531 0.6286782 0.48566072] [ 0.73397628 0.55278919 0.46909416 0.37366287 0.34889063] [ 0.63700719 0.52862506 0.44897262 0.3192411 0.43582344] [ 0.29557606 0.50369959 0.47591724 0.69538295 0.51099626] [ 0.56940822 0.52515559 0.50351921 0.47244412 0.60513369] [ 0.39927815 0.4249798 0.42153403 0.68041637 0.47341112] [ 0.76182559 0.52102943 0.52748635 0.32305719 0.46272014] [ 0.6003256 0.48540779 0.56197432 0.43884129 0.50284261] [ 0.64913325 0.57704003 0.34454048 0.37727724 0.32298143] [ 0.34207873 0.43139069 0.67500163 0.69906302 0.46690736] [ 0.6636087 0.53690363 0.48593949 0.44015157 0.32593149] [ 0.51056133 0.49410709 0.47914567 0.55560615 0.59852361] [ 0.59425988 0.50856697 0.56560833 0.45997474 0.55574698] [ 0.52890807 0.44917016 0.528186 0.28964536 0.40713492] [ 0.56796502 0.46770096 0.49957245 0.58546835 0.44866541] [ 0.60012875 0.48974643 0.52194674 0.48514732 0.40496129] [ 0.48938817 0.52602695 0.45601508 0.47348696 0.51293212] [ 0.56307413 0.46002593 0.39159415 0.48859445 0.29954684] [ 0.48131066 0.37351366 0.60687908 0.60654894 0.36942073] [ 0.25146991 0.49982801 0.51912707 0.82740097 0.49130142] [ 0.41013347 0.47688795 0.48883839 0.78923532 0.44847727] [ 0.65507164 0.35610488 0.55079682 0.47880708 0.43150412] [ 0.41367234 0.61307027 0.49091072 0.64905325 0.42910788] [ 0.48064265 0.43511917 0.52134547 0.52507131 0.41382881] [ 0.39529253 0.41732352 0.45205328 0.76167561 0.36359198] [ 0.66872943 0.40985105 0.64179264 0.17220197 0.54220054] Progress: 7.6% ... Training loss: 0.790 ... Validation loss: 1.330[ 0.59092491 0.34803374 0.42695504 0.70580072 0.40819787] [ 0.52819384 0.57472768 0.45160097 0.42954108 0.46658574] [ 0.55489929 0.60350912 0.29146879 0.65093031 0.28951389] [ 0.28164859 0.48710559 0.58215062 0.83104554 0.43630795] [ 0.56448975 0.52978521 0.4040563 0.56493763 0.4136137 ] [ 0.53690271 0.62770156 0.47685038 0.49808218 0.50887763] [ 0.39945757 0.53438206 0.51214337 0.8684327 0.41764439] [ 0.72659796 0.52324559 0.54581296 0.39300003 0.44661803] [ 0.36200539 0.39052423 0.50154931 0.75022553 0.32332356] [ 0.82626816 0.40281397 0.40861409 0.16361523 0.26093054] [ 0.2871473 0.52083237 0.5223289 0.77175176 0.51657941] [ 0.58883822 0.53573776 0.49271665 0.37730417 0.52607646] [ 0.54098173 0.48320166 0.48683374 0.53056429 0.44631348] [ 0.50376592 0.56716406 0.52474889 0.50469318 0.32047598] [ 0.38987896 0.45341605 0.43347613 0.49819133 0.32311274] [ 0.31165891 0.43254001 0.48375999 0.82110978 0.46195903] [ 0.2970909 0.49885211 0.56836114 0.72233505 0.48919815] [ 0.46153318 0.38803471 0.45945338 0.69334738 0.306152 ] [ 0.73742123 0.50846097 0.52885772 0.19748463 0.40341909] [ 0.31904015 0.50565912 0.60989211 0.80004823 0.49276654] [ 0.53018362 0.41957854 0.52769312 0.57920382 0.59882631] [ 0.67392073 0.42335013 0.61814947 0.37931882 0.43841383] [ 0.65194754 0.40694918 0.56036686 0.32399444 0.40083041] [ 0.4892426 0.49225549 0.4062249 0.581251 0.49361954] [ 0.45236905 0.3698564 0.59753344 0.58146761 0.38610793] [ 0.45383289 0.47667951 0.52273758 0.66535829 0.41031831] [ 0.57730252 0.65024614 0.36559114 0.72384264 0.34656635] [ 0.22082207 0.40044415 0.32670654 0.89499594 0.40495931] [ 0.42932759 0.40974106 0.54603819 0.64406155 0.35551221] [ 0.38068323 0.58171745 0.43851068 0.65415622 0.41164122] [ 0.73340933 0.46583555 0.35403605 0.2546372 0.334037 ] [ 0.81190125 0.43932797 0.49701848 0.29607383 0.38966379] [ 0.68200516 0.47905986 0.4359665 0.28552385 0.32954179] [ 0.42270406 0.49210773 0.52735167 0.78059739 0.52355397] [ 0.54218173 0.66361976 0.43467044 0.60128323 0.6250635 ] [ 0.79505586 0.38917128 0.40801465 0.19483082 0.32207366] [ 0.2772275 0.50595729 0.4752265 0.8726949 0.55778961] [ 0.38810965 0.58892049 0.53363058 0.62253155 0.40720684] [ 0.33969674 0.54106293 0.51861684 0.85283992 0.45801649] [ 0.23268417 0.47151032 0.51163574 0.81423132 0.43147988] [ 0.50407362 0.5425877 0.36359574 0.64824497 0.43705638] [ 0.63864271 0.49524984 0.44404952 0.53670085 0.36031707] [ 0.50758007 0.57052548 0.50354109 0.49431086 0.57411761] [ 0.77973374 0.43936864 0.50004198 0.28718706 0.4168476 ] [ 0.52420387 0.46378075 0.60289527 0.26081429 0.69469241] [ 0.6005767 0.4895447 0.52199982 0.48487852 0.40489497] [ 0.33162957 0.47302596 0.51450769 0.70238752 0.4181887 ] [ 0.49287093 0.53026297 0.36626753 0.67301721 0.4219682 ] [ 0.58835912 0.50450846 0.58594501 0.58361044 0.46527019] [ 0.45975769 0.44844222 0.34422259 0.61260838 0.33097937] [ 0.70919539 0.40701282 0.47337615 0.24680638 0.40601341] [ 0.22407266 0.3482443 0.43283785 0.83631944 0.50038947] [ 0.71467241 0.38975591 0.50904285 0.28461862 0.44653954] [ 0.65063703 0.36305605 0.55601805 0.41844785 0.52092585] [ 0.57119401 0.50711734 0.56386999 0.61124187 0.47406413] [ 0.66492665 0.36227572 0.49716395 0.40263715 0.49770086] [ 0.58921007 0.63771875 0.39763569 0.57825363 0.41381849] [ 0.61967266 0.47661954 0.61468132 0.27662385 0.59051792] [ 0.31792348 0.56570693 0.39134611 0.78267333 0.5184141 ] [ 0.52560421 0.48121027 0.53797861 0.52620795 0.55134443] [ 0.67215392 0.39812612 0.53692078 0.33715194 0.48010917] [ 0.67151267 0.40211265 0.54566658 0.44312843 0.5099426 ] [ 0.5462979 0.45223801 0.56921319 0.7315479 0.41265091] [ 0.62879271 0.38606622 0.65859449 0.34074235 0.38475821] [ 0.45612714 0.45865152 0.49585774 0.57190891 0.64254499] [ 0.67077601 0.5976622 0.38336898 0.47938337 0.41843885] [ 0.32626611 0.56561209 0.44241782 0.80657721 0.54280857] [ 0.56556846 0.35459375 0.49358997 0.36350735 0.55849669] [ 0.75571433 0.45412813 0.38811512 0.2921208 0.35006134] [ 0.23244664 0.49091728 0.45144725 0.85193172 0.37748336] [ 0.4176953 0.53565877 0.33176195 0.70860174 0.42375486] [ 0.52057771 0.48427216 0.40697825 0.70456804 0.5635005 ] [ 0.50514344 0.45033873 0.56729236 0.47106538 0.5308526 ] [ 0.20970069 0.39826608 0.5213106 0.87045442 0.50091754] [ 0.68654292 0.48121148 0.45263844 0.52428286 0.34212008] [ 0.24218848 0.48422243 0.48233138 0.86955052 0.51407281] [ 0.64546832 0.54336871 0.49634856 0.45245039 0.36164374] [ 0.73026922 0.52664362 0.49780112 0.35471365 0.45630664] [ 0.67584805 0.33283893 0.7371551 0.31604905 0.4740173 ] [ 0.63527446 0.40376073 0.62017476 0.31814047 0.57532872] [ 0.56098722 0.3930086 0.36234437 0.46776777 0.41783701] [ 0.75503168 0.45662089 0.49803709 0.37386561 0.37983413] [ 0.41001977 0.56713461 0.3355069 0.74475303 0.52424436] [ 0.69972892 0.55757458 0.48697781 0.50166203 0.47871853] [ 0.60244975 0.58327729 0.38106867 0.45936733 0.3615729 ] [ 0.53600268 0.42151563 0.45326069 0.57202594 0.38424336] [ 0.16269605 0.46362359 0.44368281 0.8486779 0.43414883] [ 0.26187209 0.52675085 0.39714669 0.80448612 0.44055431] [ 0.40707284 0.44965214 0.53840095 0.64517934 0.44156909] [ 0.53034591 0.55196176 0.4698652 0.42557502 0.40440822] [ 0.53791525 0.60702253 0.50261468 0.54022149 0.4846639 ] [ 0.57547976 0.45111163 0.40891534 0.45538037 0.41634115] [ 0.42527542 0.49814361 0.61938868 0.78961531 0.41884353] [ 0.3431804 0.47585396 0.41811809 0.67740271 0.4562757 ] [ 0.68653915 0.47271554 0.60450505 0.31360605 0.4894793 ] [ 0.70731157 0.52548636 0.40696046 0.34334391 0.27881707] [ 0.38036357 0.56820379 0.44334446 0.62610584 0.5122687 ] [ 0.51196889 0.47849453 0.53435505 0.58819515 0.50141985] [ 0.63508154 0.69636441 0.47453418 0.62724342 0.39275252] [ 0.76834676 0.43347485 0.35741381 0.31471609 0.42551935] [ 0.32551728 0.32834388 0.51738865 0.71662002 0.50579129] [ 0.78200328 0.3472431 0.57080172 0.13427413 0.36549655] [ 0.58770563 0.54528127 0.36595876 0.55388046 0.41653485] [ 0.4907689 0.63379265 0.28701302 0.57626901 0.36143581] [ 0.80901273 0.50285937 0.45066669 0.46000455 0.31727457] [ 0.4717525 0.54997981 0.53720212 0.54832598 0.46480217] [ 0.28386103 0.54236637 0.44517882 0.73521643 0.58072951] [ 0.50221452 0.53037801 0.6336815 0.46816559 0.48810706] [ 0.58531589 0.39767968 0.46335223 0.46207304 0.25289381] [ 0.52892522 0.50407068 0.69708268 0.51264191 0.47678419] [ 0.57321595 0.44109451 0.37637705 0.50029828 0.57780506] [ 0.74774126 0.44498893 0.66324469 0.24592666 0.36877156] [ 0.61873283 0.50283207 0.50386309 0.25605554 0.48963717] [ 0.53125964 0.4179194 0.49975914 0.5359925 0.33454143] [ 0.71284618 0.52883879 0.56119085 0.48428125 0.33134481] [ 0.38055899 0.38789864 0.50455483 0.81465049 0.45920744] [ 0.66560382 0.42714986 0.42022892 0.3182034 0.41451695] [ 0.4739154 0.57293927 0.36246191 0.68591861 0.45718104] [ 0.56963667 0.3878457 0.4168819 0.63053004 0.4069369 ] [ 0.46854405 0.51939453 0.37841261 0.53794924 0.39037146] [ 0.76678676 0.39270649 0.58141217 0.20114576 0.39301579] [ 0.44692654 0.4170657 0.44662245 0.72317603 0.32342525] [ 0.802776 0.55043624 0.48057852 0.39764465 0.39198135] [ 0.30421043 0.33154201 0.57164063 0.78623175 0.49649262] [ 0.46345738 0.343802 0.41261164 0.51895706 0.39037908] [ 0.40627778 0.53249808 0.5032499 0.48894551 0.53089383] [ 0.79286615 0.47871739 0.60142308 0.41035144 0.42334637] [ 0.51773271 0.48130536 0.55393452 0.351759 0.57131594] Progress: 7.7% ... Training loss: 0.789 ... Validation loss: 1.331[ 0.53312435 0.3830277 0.54114487 0.35914389 0.53296623] [ 0.40832951 0.42351824 0.5173337 0.54002747 0.38475957] [ 0.6394787 0.46951943 0.45562231 0.4207358 0.41130704] [ 0.37356215 0.5905949 0.47191074 0.73295411 0.37408343] [ 0.36739994 0.47445135 0.52328877 0.5490629 0.60237599] [ 0.56615834 0.50363158 0.40550266 0.52276388 0.43325216] [ 0.53776015 0.4622426 0.48769683 0.38762155 0.42755378] [ 0.41337785 0.44801144 0.39653441 0.56154663 0.47695688] [ 0.41185392 0.51438069 0.39520273 0.62142198 0.4956118 ] [ 0.39104342 0.51447747 0.48803408 0.62376717 0.55789717] [ 0.51397851 0.54687133 0.45120531 0.42291677 0.54507977] [ 0.48452377 0.53972763 0.45521304 0.73422936 0.46904368] [ 0.48961321 0.43713842 0.60533779 0.52191004 0.51592342] [ 0.2241545 0.54132744 0.51832723 0.81804336 0.51042979] [ 0.45680168 0.42559379 0.47544135 0.72027447 0.40098272] [ 0.4790379 0.50059167 0.37698934 0.53730335 0.53282982] [ 0.70758373 0.49605223 0.54589687 0.35136537 0.49564552] [ 0.2865498 0.43044067 0.43274658 0.86208966 0.54258407] [ 0.44591206 0.42550442 0.66642355 0.62004363 0.47339456] [ 0.78011843 0.43780597 0.59046246 0.28922212 0.39709122] [ 0.6440047 0.46296249 0.45107667 0.44130218 0.45941761] [ 0.57246951 0.65436167 0.51344331 0.67054528 0.41041881] [ 0.63475539 0.61306517 0.41808036 0.53998785 0.41913506] [ 0.40695825 0.57026554 0.50053999 0.4395508 0.59697373] [ 0.4587201 0.44542997 0.51782919 0.53874172 0.37863157] [ 0.61644256 0.54861679 0.42257872 0.58474324 0.39495104] [ 0.4029577 0.53410288 0.36183549 0.62600081 0.43655108] [ 0.62973854 0.48772096 0.50717349 0.36113723 0.50376311] [ 0.66833214 0.37676535 0.48338812 0.30962986 0.44103289] [ 0.54689688 0.59366963 0.55759357 0.57432461 0.42627456] [ 0.47705511 0.46481715 0.53746867 0.76767542 0.39903673] [ 0.48201909 0.61601706 0.45431878 0.6512643 0.44569255] [ 0.34899233 0.52687532 0.50755993 0.75661253 0.42899648] [ 0.73599991 0.29262423 0.4568633 0.28844131 0.39147653] [ 0.61615601 0.66358312 0.28158273 0.81694447 0.2919298 ] [ 0.1871801 0.48672903 0.39325646 0.87008253 0.42388526] [ 0.70132307 0.41435027 0.63487395 0.2491265 0.52283584] [ 0.68109796 0.39806007 0.50867828 0.27316855 0.42650217] [ 0.73117882 0.45117814 0.50613161 0.399342 0.39690704] [ 0.70259993 0.46603914 0.39441322 0.46517426 0.35772025] [ 0.67337303 0.43323031 0.52335633 0.40996825 0.42866849] [ 0.69023688 0.55265111 0.52066305 0.42553853 0.54332611] [ 0.56294546 0.39403659 0.42804418 0.43852483 0.3232978 ] [ 0.68892335 0.44336135 0.55922051 0.14871905 0.44607467] [ 0.66079889 0.30673325 0.49344913 0.3072231 0.44395134] [ 0.38863578 0.47126707 0.46336513 0.55765682 0.60833776] [ 0.59311838 0.5451597 0.41080193 0.59484865 0.47037091] [ 0.38535952 0.56936669 0.46456569 0.73006291 0.4606421 ] [ 0.6977377 0.53699885 0.55085758 0.32574532 0.42889417] [ 0.52796208 0.37052726 0.46418197 0.33258994 0.52321652] [ 0.35108875 0.53132055 0.53350045 0.54679302 0.41082247] [ 0.76768258 0.53284549 0.51276527 0.24886281 0.39553206] [ 0.31234049 0.51873133 0.55900455 0.7058938 0.46434347] [ 0.65644574 0.41547817 0.45860462 0.39598844 0.36388005] [ 0.57412112 0.53034034 0.58589734 0.45053805 0.39752738] [ 0.54979641 0.45226207 0.4679316 0.6146161 0.53130609] [ 0.42830438 0.44979823 0.66843275 0.71149398 0.44964409] [ 0.78202754 0.36686408 0.56587132 0.2939534 0.37480965] [ 0.63928871 0.28507473 0.59419616 0.3059361 0.47009597] [ 0.44528953 0.44899661 0.57490796 0.5357432 0.41375433] [ 0.41797077 0.44955597 0.49684141 0.66222286 0.447234 ] [ 0.53640048 0.65621596 0.49477421 0.71561572 0.5178413 ] [ 0.6106577 0.49766142 0.53889015 0.57190021 0.42168214] [ 0.48744317 0.53561085 0.54440541 0.6334094 0.36770842] [ 0.4363213 0.36968553 0.36684715 0.66613083 0.49690065] [ 0.65769074 0.46256536 0.4983059 0.38360499 0.34882618] [ 0.56696752 0.4373677 0.4713322 0.32903174 0.42532503] [ 0.57202539 0.5101487 0.46930556 0.48681426 0.43109216] [ 0.72597591 0.43735908 0.45586668 0.42142952 0.40773537] [ 0.55664468 0.50972882 0.53313419 0.53548462 0.49118234] [ 0.48313976 0.45195973 0.57706485 0.72448056 0.47489555] [ 0.28152317 0.36402894 0.5278867 0.69286292 0.57391205] [ 0.61092451 0.47146592 0.65423868 0.39437623 0.51600188] [ 0.49834858 0.35423796 0.50061087 0.63296524 0.39908919] [ 0.67122653 0.46475895 0.50575227 0.25426987 0.37255587] [ 0.617156 0.34387581 0.30226907 0.35015516 0.39423994] [ 0.60944453 0.59597234 0.38988486 0.41355642 0.38021405] [ 0.73049363 0.38482317 0.52738748 0.3220089 0.45454203] [ 0.68292353 0.39266966 0.46222241 0.2634324 0.41900669] [ 0.67104694 0.59752662 0.38340724 0.47915815 0.41839202] [ 0.28437256 0.48351142 0.46341783 0.75732772 0.38814679] [ 0.71769879 0.42654254 0.49330102 0.28615896 0.42336834] [ 0.65998113 0.50251024 0.32168641 0.42716242 0.34491711] [ 0.3812168 0.6177305 0.61580033 0.64677647 0.48115631] [ 0.75322856 0.48151723 0.5655758 0.37282336 0.35199402] [ 0.54820093 0.47585172 0.57534287 0.73678645 0.2818072 ] [ 0.34632364 0.55694705 0.438172 0.81087393 0.38433065] [ 0.51730735 0.51264568 0.45491243 0.74455483 0.48715778] [ 0.65207698 0.60624093 0.49646048 0.44428152 0.46579131] [ 0.41819313 0.37077928 0.44548304 0.78084426 0.36414303] [ 0.30860693 0.54057055 0.42458694 0.89466238 0.51409878] [ 0.5262772 0.54212751 0.6338251 0.55313138 0.39193364] [ 0.29969173 0.43840187 0.53568666 0.66007996 0.45091322] [ 0.46943571 0.54053306 0.36998008 0.71281944 0.46543488] [ 0.56125015 0.58504823 0.47847541 0.60677886 0.4698575 ] [ 0.71097505 0.39551554 0.47711848 0.44743294 0.40292744] [ 0.38176599 0.60709656 0.3701785 0.8035276 0.38797579] [ 0.16334007 0.38144444 0.38752604 0.87675365 0.4797534 ] [ 0.68863166 0.4620283 0.38086731 0.34441058 0.34823507] [ 0.53591797 0.38261763 0.54087935 0.51840962 0.29475296] [ 0.61362542 0.49902635 0.42058217 0.39848201 0.3726113 ] [ 0.47315965 0.46925336 0.52358099 0.50490544 0.46574451] [ 0.59484238 0.58382162 0.25219508 0.44168182 0.3161782 ] [ 0.46851297 0.56903704 0.43767551 0.44277393 0.44340651] [ 0.65969139 0.50086793 0.51567194 0.32893452 0.36127136] [ 0.58624323 0.44040747 0.57345357 0.49059198 0.41420122] [ 0.7761787 0.41322921 0.43949856 0.40984209 0.36857821] [ 0.75149857 0.44521094 0.53138655 0.34949657 0.4057136 ] [ 0.476658 0.51115442 0.54009708 0.52726976 0.53870614] [ 0.49308466 0.58901704 0.36507537 0.51699357 0.5329426 ] [ 0.39308109 0.56962827 0.44994892 0.58095448 0.59361125] [ 0.71438726 0.45658142 0.49691381 0.33871057 0.40229385] [ 0.46485561 0.46964067 0.54807065 0.4753401 0.52415647] [ 0.5718978 0.35395382 0.52270145 0.26064729 0.62624271] [ 0.73784037 0.45784763 0.45199914 0.23858415 0.30935249] [ 0.53139437 0.62003489 0.55127574 0.65406907 0.40552483] [ 0.41590214 0.42713062 0.59847774 0.63256629 0.61689396] [ 0.35922967 0.62586734 0.26378375 0.76972812 0.43335504] [ 0.232537 0.54624991 0.45570342 0.87687591 0.53780037] [ 0.37308638 0.44184934 0.58234086 0.71484701 0.40312699] [ 0.58864218 0.37432948 0.51199605 0.43835051 0.45859209] [ 0.2825802 0.45703736 0.57649382 0.71097969 0.38812545] [ 0.61231684 0.5431942 0.42414676 0.80914491 0.44151413] [ 0.58924474 0.41292186 0.51747347 0.49486073 0.37242434] [ 0.37165592 0.53430312 0.5118289 0.6442478 0.47681101] [ 0.75532219 0.52910453 0.49735215 0.63720522 0.33204921] [ 0.58497516 0.47051369 0.48714396 0.53930044 0.29375128] [ 0.82699907 0.40224631 0.40876673 0.16324665 0.2607702 ] Progress: 7.7% ... Training loss: 0.788 ... Validation loss: 1.334[ 0.55685465 0.51866784 0.48724649 0.51601637 0.60470812] [ 0.78173779 0.38153623 0.5671845 0.31112463 0.35949897] [ 0.43954531 0.58340108 0.34137251 0.80814827 0.46374159] [ 0.65572748 0.54005877 0.51934589 0.45852066 0.45825533] [ 0.66353413 0.51214485 0.42698947 0.51838159 0.34794945] [ 0.4523847 0.58495501 0.39360292 0.71452811 0.44316946] [ 0.56941848 0.43577228 0.36744525 0.56255134 0.54479306] [ 0.42253314 0.48760717 0.51700838 0.70611234 0.56740634] [ 0.5805325 0.51141179 0.57971356 0.43126185 0.54051781] [ 0.72641488 0.55944997 0.49448036 0.44485587 0.39864622] [ 0.64468291 0.53184852 0.58289276 0.53316107 0.48589708] [ 0.42668217 0.47398219 0.52004245 0.65565437 0.38112481] [ 0.20802786 0.49159149 0.41419817 0.90719164 0.51349315] [ 0.36790619 0.50935114 0.53442562 0.68924229 0.48043262] [ 0.76496818 0.5348962 0.51090189 0.26501343 0.40153896] [ 0.42979477 0.48469373 0.36644987 0.61827842 0.52534598] [ 0.52010589 0.46736878 0.45608192 0.41545152 0.48629745] [ 0.42267044 0.48651373 0.42014552 0.69927373 0.46898058] [ 0.44377332 0.46509754 0.50599807 0.48741103 0.4715069 ] [ 0.70430233 0.42949146 0.42006779 0.32112859 0.36973453] [ 0.56824457 0.52930049 0.38769014 0.6537762 0.32594419] [ 0.27492971 0.49743593 0.4764252 0.82842879 0.4126198 ] [ 0.50062965 0.67407997 0.42687214 0.64949863 0.4728168 ] [ 0.69875513 0.51155379 0.65957178 0.29483402 0.45637552] [ 0.53468706 0.61914945 0.51320979 0.4865812 0.42916223] [ 0.47859876 0.3971971 0.51777304 0.60517456 0.35384915] [ 0.21402915 0.42883517 0.49380403 0.80272829 0.52432711] [ 0.5552536 0.41410134 0.6160205 0.63617608 0.42068392] [ 0.38776094 0.55037557 0.53063732 0.78230157 0.50207127] [ 0.54979506 0.51897125 0.46525758 0.44736003 0.39006846] [ 0.39128573 0.50661875 0.38940736 0.61012859 0.40875136] [ 0.37705184 0.57347289 0.45829745 0.85596645 0.40397203] [ 0.6184833 0.46934793 0.60639098 0.40662451 0.44449222] [ 0.66035754 0.49574744 0.50819877 0.40922176 0.38320126] [ 0.49957563 0.48640608 0.5645689 0.31322113 0.42508648] [ 0.38385179 0.45295168 0.50384507 0.44841853 0.49091519] [ 0.71870785 0.50824574 0.54325521 0.28713462 0.45729113] [ 0.58683629 0.41934825 0.5066486 0.39205359 0.37188844] [ 0.64639307 0.46644917 0.55255804 0.23078605 0.55282643] [ 0.55138893 0.69640832 0.51591146 0.69210042 0.55108381] [ 0.42111039 0.45369465 0.52017293 0.73642215 0.36531319] [ 0.61460453 0.36493302 0.59962915 0.30912134 0.4674248 ] [ 0.65505225 0.52832993 0.45926337 0.38115229 0.46242106] [ 0.46184206 0.38798083 0.45946419 0.69318394 0.30614952] [ 0.58230218 0.3900694 0.50121639 0.28956232 0.45701093] [ 0.4881423 0.42401236 0.49444672 0.58035313 0.54345193] [ 0.71432028 0.45558768 0.56382031 0.31812519 0.37234357] [ 0.5779399 0.42185441 0.5874898 0.32845897 0.39625799] [ 0.66691174 0.6812923 0.55869847 0.50740107 0.45179369] [ 0.60844144 0.44701076 0.3895082 0.60741999 0.36352894] [ 0.30390706 0.46959586 0.51325224 0.82390492 0.46954326] [ 0.24626797 0.53167572 0.53048418 0.76694753 0.51611104] [ 0.1918483 0.47288856 0.36940903 0.85316968 0.56306151] [ 0.54816818 0.5874847 0.26712352 0.63343897 0.38762665] [ 0.79180199 0.56602798 0.45234335 0.33856256 0.37091457] [ 0.2671278 0.52014594 0.53144012 0.82689392 0.47730227] [ 0.49929818 0.54496357 0.55317997 0.55457216 0.54193703] [ 0.40984923 0.50712053 0.35453686 0.67783744 0.34958331] [ 0.65396285 0.57424205 0.40295317 0.39280263 0.42168367] [ 0.57643792 0.40873942 0.63939924 0.53280919 0.38786251] [ 0.33462645 0.46767241 0.63126397 0.69524276 0.6237827 ] [ 0.42945333 0.43325785 0.59716734 0.68047255 0.49556827] [ 0.52858004 0.54328194 0.46182088 0.58535773 0.34486307] [ 0.39293414 0.47822636 0.51484579 0.79850469 0.42665665] [ 0.55681387 0.44238941 0.54411474 0.53281174 0.51920258] [ 0.77346281 0.34261764 0.51067163 0.18860857 0.34344785] [ 0.61131449 0.50052296 0.5574775 0.50501451 0.55869583] [ 0.53688013 0.55319106 0.4047025 0.53917643 0.33895023] [ 0.71796334 0.40378117 0.38743165 0.28368215 0.32594267] [ 0.61398027 0.48922837 0.57278569 0.52881729 0.43039933] [ 0.52024424 0.59557631 0.36470917 0.61380215 0.35474676] [ 0.41208914 0.44316746 0.47364585 0.46203627 0.48324537] [ 0.55402585 0.47896575 0.45583389 0.46458606 0.37408279] [ 0.56593298 0.40466727 0.53010142 0.33604872 0.56591958] [ 0.77989555 0.46170491 0.50619029 0.23310738 0.25215935] [ 0.58677103 0.62001575 0.48191857 0.49147248 0.35911996] [ 0.32767387 0.50134112 0.54026904 0.73631802 0.49398608] [ 0.23063232 0.44319261 0.43205077 0.8120403 0.41803223] [ 0.1712291 0.4439701 0.57954622 0.81490039 0.61744461] [ 0.5198089 0.54029495 0.5415874 0.39208525 0.37155565] [ 0.69426929 0.45669592 0.46660602 0.43310216 0.4532699 ] [ 0.6455127 0.38811651 0.54243102 0.38987574 0.50960424] [ 0.70088645 0.3526424 0.628534 0.21436771 0.40593539] [ 0.73489441 0.44831736 0.41835106 0.28236374 0.33888951] [ 0.52870382 0.53216953 0.53749536 0.51002443 0.41758822] [ 0.74338317 0.41437262 0.35590601 0.4792069 0.34865268] [ 0.46961625 0.44886897 0.3364035 0.64141918 0.58460729] [ 0.48969122 0.66284737 0.32663118 0.7497854 0.40939837] [ 0.44836456 0.50856829 0.4667318 0.73487921 0.34154364] [ 0.33372573 0.58521455 0.46110874 0.73032763 0.47439779] [ 0.50901789 0.5614887 0.45499013 0.74453436 0.41544597] [ 0.3458064 0.62981229 0.36528251 0.83066582 0.35464473] [ 0.37014365 0.39342431 0.49448617 0.58284531 0.50111115] [ 0.32049937 0.50586648 0.49881177 0.81358978 0.47636666] [ 0.56241888 0.42697667 0.45934242 0.60990209 0.3052886 ] [ 0.71523682 0.54242785 0.55146303 0.45054049 0.549381 ] [ 0.68806622 0.50969897 0.4862576 0.22213319 0.42260586] [ 0.53208046 0.55126567 0.47270923 0.71911021 0.3762474 ] [ 0.18417762 0.56363809 0.55743979 0.91522926 0.59417139] [ 0.52519776 0.53297634 0.44192451 0.63437547 0.35659591] [ 0.66483573 0.58141473 0.46288482 0.4018602 0.47524411] [ 0.61362716 0.50741331 0.41964058 0.40651377 0.36007145] [ 0.68426698 0.51152396 0.60826071 0.3107346 0.45682191] [ 0.32917488 0.48754219 0.40741008 0.75495908 0.45886584] [ 0.53646924 0.54991676 0.50861597 0.44941425 0.51057851] [ 0.68129965 0.474411 0.34397543 0.48649604 0.39644649] [ 0.48430265 0.54180295 0.35810537 0.81845562 0.43995931] [ 0.62998156 0.33525797 0.61097543 0.49115304 0.57009624] [ 0.36610914 0.49272175 0.54252519 0.79243119 0.41952678] [ 0.55828535 0.42315439 0.40520597 0.60775844 0.47447232] [ 0.59516448 0.50815302 0.56571691 0.45944598 0.55560254] [ 0.68832096 0.4662519 0.44228119 0.45056544 0.3668068 ] [ 0.74145611 0.47554885 0.59102907 0.17693719 0.5381336 ] [ 0.64600384 0.49314297 0.66756486 0.41290958 0.38378278] [ 0.34748264 0.46426927 0.45704799 0.72949732 0.59664574] [ 0.23836027 0.2493039 0.58805741 0.79133678 0.54092281] [ 0.64835079 0.45992061 0.5878307 0.46423989 0.43782651] [ 0.71015967 0.68413505 0.52379051 0.5192673 0.37048442] [ 0.40772763 0.32072664 0.41041659 0.777554 0.35940032] [ 0.76178097 0.44365118 0.57754452 0.13024965 0.47253004] [ 0.37660507 0.54507656 0.43834192 0.485609 0.55738679] [ 0.52584636 0.47413255 0.51669967 0.76364158 0.3977367 ] [ 0.52382131 0.46560584 0.58009905 0.26113657 0.52730334] [ 0.35767634 0.45415193 0.49770172 0.74980214 0.37066755] [ 0.54799573 0.36994376 0.61436335 0.62850114 0.47207115] [ 0.29803979 0.51885695 0.61927915 0.85960605 0.55877429] [ 0.41924969 0.50226095 0.62959846 0.6522203 0.47029392] [ 0.36647584 0.4032648 0.59018344 0.64476276 0.41246765] Progress: 7.8% ... Training loss: 0.788 ... Validation loss: 1.338[ 0.52280167 0.3843043 0.60901355 0.44593659 0.56865563] [ 0.46962556 0.59418329 0.31270813 0.72238027 0.39380769] [ 0.33901017 0.50106728 0.47848979 0.75492204 0.33620752] [ 0.30030168 0.49363329 0.57664811 0.73072286 0.62472911] [ 0.57088022 0.4967321 0.56064401 0.39296379 0.42067119] [ 0.57270109 0.52113445 0.39713681 0.56792772 0.307444 ] [ 0.52766824 0.435568 0.58083902 0.69836609 0.34573875] [ 0.61688155 0.57429781 0.44875276 0.61573147 0.32879502] [ 0.43254463 0.48021053 0.52589043 0.55852676 0.52839043] [ 0.34972826 0.45113332 0.43615353 0.73102835 0.35305316] [ 0.36917187 0.50035673 0.33799283 0.78465289 0.40639503] [ 0.53900004 0.4089784 0.53222059 0.53589972 0.38202082] [ 0.18903712 0.4054372 0.58896174 0.89549398 0.49659809] [ 0.69419201 0.48256172 0.39757364 0.28489735 0.31847441] [ 0.43096369 0.48145413 0.49278988 0.69080604 0.37599506] [ 0.54852356 0.50962039 0.44734742 0.44659945 0.51163115] [ 0.7326299 0.5412961 0.54764314 0.4244866 0.39220026] [ 0.74216296 0.45566997 0.63913083 0.36158917 0.44446801] [ 0.69463538 0.36354689 0.49501414 0.24024903 0.36158507] [ 0.55014103 0.37114446 0.61652495 0.44111788 0.64369099] [ 0.43644657 0.42711835 0.53746803 0.49543455 0.49233047] [ 0.69234768 0.38553342 0.47997678 0.41739043 0.47209131] [ 0.50726611 0.36774617 0.5698271 0.74237619 0.29676274] [ 0.56343089 0.43290933 0.507546 0.48779792 0.36880798] [ 0.58446527 0.43438587 0.42853642 0.41075168 0.34670214] [ 0.47397536 0.49364408 0.48971212 0.73480619 0.38950494] [ 0.65365474 0.49580088 0.61330823 0.44285456 0.38999717] [ 0.48162955 0.53430054 0.54180715 0.45420991 0.34979539] [ 0.65591102 0.37012612 0.49421917 0.345246 0.44073338] [ 0.62778622 0.43466565 0.41909461 0.32360582 0.3761996 ] [ 0.58604786 0.46934559 0.42809006 0.44791144 0.38266515] [ 0.76632586 0.43233039 0.4385325 0.2483399 0.21288441] [ 0.52630848 0.47131725 0.41606384 0.56630861 0.53245442] [ 0.4039103 0.50363643 0.57330653 0.59160564 0.57853754] [ 0.37647523 0.54514491 0.43832181 0.48560324 0.55741107] [ 0.41160922 0.45872054 0.57821298 0.46771296 0.64054432] [ 0.73484234 0.37190802 0.43239384 0.38925694 0.39678693] [ 0.56163861 0.49915201 0.42043158 0.79270773 0.3058021 ] [ 0.32303865 0.47761807 0.51652247 0.57931477 0.4277824 ] [ 0.35761252 0.50960188 0.49769998 0.50533777 0.42158827] [ 0.42949157 0.48740274 0.40749744 0.62117057 0.33180396] [ 0.25064034 0.63212251 0.44188499 0.75776666 0.51573332] [ 0.50006655 0.56228482 0.45575766 0.51820618 0.35704247] [ 0.34165034 0.64505592 0.451709 0.70401894 0.47274845] [ 0.60843877 0.52160374 0.49292469 0.48893113 0.48808577] [ 0.4028641 0.51587569 0.48158685 0.75184815 0.49553166] [ 0.6527932 0.45621642 0.49465116 0.31526057 0.48069511] [ 0.69413928 0.44698259 0.56586524 0.26526536 0.52602235] [ 0.39681883 0.52531771 0.48606668 0.64534822 0.52041472] [ 0.7047214 0.59585761 0.5949684 0.41585517 0.44860948] [ 0.41142643 0.40776342 0.43549164 0.70184355 0.42205773] [ 0.73624203 0.41995162 0.47712278 0.38000095 0.44313884] [ 0.41969539 0.42279195 0.55095801 0.73825794 0.45286853] [ 0.44755664 0.37893956 0.55955764 0.80056493 0.41734143] [ 0.43432528 0.36145851 0.53629038 0.63223202 0.48203633] [ 0.26255474 0.49442432 0.54312717 0.80351862 0.45112408] [ 0.75102164 0.44320263 0.66368307 0.24429404 0.36817605] [ 0.5274566 0.40507123 0.43845661 0.38242321 0.44890181] [ 0.46522405 0.32431525 0.57377598 0.59360871 0.53835274] [ 0.4705268 0.4133261 0.39024268 0.65830566 0.33667413] [ 0.73781239 0.41350365 0.51627123 0.25949605 0.47164091] [ 0.58990388 0.30982694 0.58685238 0.37076703 0.64944515] [ 0.5646392 0.41989996 0.65660638 0.60331125 0.37068209] [ 0.51605641 0.5025408 0.53455525 0.47095136 0.41723706] [ 0.66291264 0.54496049 0.34804782 0.40190072 0.41906132] [ 0.72809642 0.50422198 0.25673079 0.41796423 0.2964074 ] [ 0.45972907 0.49353966 0.4637094 0.57764495 0.57194082] [ 0.573909 0.51193684 0.58308494 0.48276721 0.60922491] [ 0.49495212 0.62489378 0.36211186 0.62299975 0.43887968] [ 0.51315842 0.37060065 0.56462488 0.47224166 0.5039198 ] [ 0.82693437 0.47555888 0.349245 0.33767789 0.25665974] [ 0.44475398 0.30518038 0.58456794 0.65342654 0.39714438] [ 0.28554729 0.48733736 0.62845833 0.72777735 0.51254306] [ 0.38733713 0.45853779 0.61059322 0.80915524 0.42224402] [ 0.76504508 0.43003549 0.47475214 0.31896049 0.40808279] [ 0.67399397 0.36953965 0.50709385 0.39001908 0.4272669 ] [ 0.67107639 0.33933078 0.53252256 0.20091638 0.30927731] [ 0.62722055 0.50341064 0.48036772 0.43563179 0.34084316] [ 0.70253781 0.44651884 0.38060811 0.35643692 0.31942322] [ 0.71805999 0.51677661 0.54428374 0.34468716 0.45821376] [ 0.52768855 0.46329301 0.5003825 0.56726908 0.51346916] [ 0.42007546 0.41350794 0.49101899 0.74051574 0.33474717] [ 0.79150093 0.51406899 0.62940014 0.2588938 0.48628002] [ 0.81166562 0.38652318 0.5343728 0.24280585 0.39058194] [ 0.61151812 0.53863995 0.52162102 0.51759929 0.28200303] [ 0.51812666 0.58707731 0.51578557 0.72595438 0.54677565] [ 0.79570705 0.5090149 0.57065049 0.30601245 0.37107021] [ 0.45513462 0.41126736 0.59481948 0.46597314 0.51341324] [ 0.41817334 0.40045496 0.70831328 0.59357203 0.49606463] [ 0.66707659 0.55237833 0.54086242 0.46942937 0.36801346] [ 0.43792354 0.56907812 0.60347738 0.70977248 0.48430297] [ 0.66605722 0.47544715 0.4119018 0.37327398 0.26897674] [ 0.35785384 0.45408476 0.48716845 0.58715925 0.61605695] [ 0.51225914 0.56987413 0.30214709 0.41832955 0.45023975] [ 0.68654919 0.55717241 0.46200883 0.47029334 0.43549043] [ 0.72223329 0.39966152 0.51591999 0.45763599 0.47522565] [ 0.64450733 0.51307945 0.50369063 0.61193127 0.45017421] [ 0.70768181 0.4551594 0.51386231 0.29993237 0.28215411] [ 0.70832957 0.46755204 0.58835166 0.17288367 0.49941956] [ 0.67493283 0.41458711 0.44943709 0.41300787 0.43275972] [ 0.35785921 0.47237742 0.41983912 0.62572595 0.5102417 ] [ 0.64959144 0.43267445 0.55462284 0.29579296 0.47906411] [ 0.76343772 0.41870255 0.58422672 0.22621676 0.46108281] [ 0.65233283 0.42576881 0.45855534 0.32967715 0.45094368] [ 0.50863801 0.5361067 0.52230423 0.41169106 0.58998537] [ 0.61907487 0.40640715 0.59530215 0.38888964 0.47465081] [ 0.4368417 0.5801792 0.49267805 0.60825904 0.3010891 ] [ 0.6015576 0.52849717 0.61737292 0.41290877 0.37767208] [ 0.76945382 0.41442712 0.43447738 0.19432181 0.3146774 ] [ 0.3966478 0.48297275 0.41199781 0.62942457 0.42402769] [ 0.70703772 0.36838108 0.51929918 0.22133649 0.4090809 ] [ 0.44736509 0.55689023 0.40774768 0.52847161 0.4867531 ] [ 0.49067607 0.42498048 0.48554713 0.55010933 0.549679 ] [ 0.61355683 0.49857206 0.57608216 0.42742621 0.5176686 ] [ 0.64300851 0.58715944 0.52197261 0.54708615 0.53088604] [ 0.44650629 0.37120885 0.51120874 0.55199697 0.39649882] [ 0.70035246 0.52223129 0.5732761 0.59507662 0.36048153] [ 0.72396498 0.38827843 0.60677243 0.41771494 0.40512048] [ 0.60146279 0.64327641 0.4734366 0.61568362 0.47164272] [ 0.62927166 0.38706248 0.43939923 0.52615203 0.51239473] [ 0.52957391 0.56763915 0.42585142 0.5945635 0.4083544 ] [ 0.44815462 0.55480488 0.46448426 0.71721346 0.30982633] [ 0.49881273 0.47738238 0.44124289 0.5549066 0.5727357 ] [ 0.20059517 0.47801221 0.43668079 0.75239773 0.47779327] [ 0.60035827 0.49187566 0.49349059 0.56629857 0.37179691] [ 0.32047095 0.51986632 0.57372789 0.79226404 0.58611308] [ 0.66086728 0.41199712 0.5131652 0.33762383 0.46434388] [ 0.4251913 0.57279367 0.33729253 0.64606065 0.45687092] Progress: 7.8% ... Training loss: 0.787 ... Validation loss: 1.335[ 0.48817131 0.55803067 0.48098954 0.72985379 0.45284126] [ 0.57831426 0.49056179 0.47843769 0.57463634 0.32137225] [ 0.65377053 0.58469121 0.62411047 0.52915411 0.36042101] [ 0.4440417 0.52887345 0.51321152 0.62987167 0.56281914] [ 0.66048772 0.54670485 0.43010269 0.51055596 0.29396177] [ 0.34633262 0.3489675 0.55959899 0.71932355 0.42214042] [ 0.26587783 0.45688107 0.51719011 0.79322265 0.49375971] [ 0.41917794 0.59114527 0.43875767 0.73497354 0.31626751] [ 0.46933386 0.46062282 0.38535818 0.67403446 0.5307762 ] [ 0.28597736 0.46434918 0.47091417 0.76260628 0.50390064] [ 0.58243892 0.53220643 0.32865385 0.55726982 0.35728844] [ 0.41347637 0.43206718 0.60085877 0.79490726 0.54912234] [ 0.43109753 0.42183129 0.5083593 0.69156724 0.60729948] [ 0.60495861 0.53417421 0.48724353 0.47467353 0.48269772] [ 0.61754509 0.58864282 0.53868875 0.45911602 0.34259896] [ 0.5541031 0.51132427 0.49891813 0.49987832 0.60191188] [ 0.46723533 0.40350199 0.44886552 0.55199872 0.41653684] [ 0.66569811 0.57345334 0.54723781 0.44610796 0.43318063] [ 0.72061455 0.45344818 0.46850972 0.36056826 0.37906526] [ 0.31769225 0.55958953 0.49902347 0.814252 0.40608843] [ 0.45804331 0.54169936 0.50857779 0.65246887 0.30149873] [ 0.57122874 0.4781938 0.44770321 0.5352342 0.30714852] [ 0.34169211 0.42941927 0.43997087 0.76838498 0.44051172] [ 0.49978211 0.49494659 0.57073714 0.72882069 0.36515047] [ 0.6009688 0.42559912 0.46465814 0.6062952 0.49292891] [ 0.57749468 0.60868633 0.35428601 0.56409985 0.46818404] [ 0.20078888 0.56162513 0.40569629 0.8732461 0.51620698] [ 0.68265357 0.47337608 0.52637496 0.42150711 0.31697975] [ 0.46083958 0.48020743 0.55906916 0.57015325 0.55751408] [ 0.58949181 0.47464128 0.53606353 0.47987652 0.41098784] [ 0.32735192 0.43943117 0.52986618 0.78427603 0.57995988] [ 0.40569715 0.53933747 0.53333839 0.70573801 0.4120855 ] [ 0.42808277 0.49190041 0.40134347 0.56969229 0.33470418] [ 0.72329838 0.58495862 0.48256988 0.44216093 0.45111139] [ 0.4628658 0.46184795 0.47577793 0.6940992 0.46839928] [ 0.6402734 0.39327972 0.56639427 0.25414771 0.39526309] [ 0.29648364 0.48671154 0.46925248 0.81227161 0.48207795] [ 0.77045502 0.46089807 0.55851247 0.25744284 0.40935275] [ 0.48420875 0.37331839 0.68935141 0.57966851 0.47078089] [ 0.4152541 0.58562676 0.48035215 0.74848105 0.51342373] [ 0.19419945 0.50053753 0.60876682 0.81325375 0.69403356] [ 0.66294918 0.49245764 0.53033619 0.29812779 0.5695232 ] [ 0.48109529 0.66604857 0.39589643 0.74272664 0.48551624] [ 0.65304536 0.44513355 0.39732882 0.57880351 0.34149485] [ 0.6187008 0.40757746 0.52759198 0.23793286 0.48094216] [ 0.62208426 0.53069297 0.5779975 0.44421069 0.49617146] [ 0.49649676 0.50737584 0.40712067 0.51082507 0.47473216] [ 0.38223958 0.56021637 0.43927689 0.50949977 0.54673479] [ 0.30026467 0.51432796 0.5745838 0.79294607 0.46652373] [ 0.2530594 0.43338648 0.48658018 0.88318762 0.5795732 ] [ 0.71392782 0.50610111 0.62392358 0.28287792 0.54508768] [ 0.47190325 0.42630746 0.58678769 0.67817517 0.47370563] [ 0.39968091 0.4986596 0.49823436 0.64417651 0.3297344 ] [ 0.58153844 0.34797897 0.44684815 0.38594963 0.48149582] [ 0.4086856 0.57245496 0.42492626 0.66847049 0.34557502] [ 0.50668612 0.45646215 0.37508868 0.50684999 0.44197732] [ 0.4743151 0.35390465 0.38876003 0.68435765 0.36001142] [ 0.56674391 0.41690516 0.5659258 0.48753202 0.37093209] [ 0.45390304 0.59932655 0.41414549 0.80939827 0.37313116] [ 0.53420402 0.3983108 0.53939686 0.6591393 0.41268174] [ 0.37220168 0.42127526 0.53595461 0.48341996 0.58732334] [ 0.33201961 0.46374186 0.56032176 0.70599131 0.32786401] [ 0.54160263 0.54571549 0.47392029 0.72412975 0.3960584 ] [ 0.66048288 0.49564562 0.50822097 0.40917054 0.38317014] [ 0.77026821 0.48002227 0.60422769 0.25810059 0.4518633 ] [ 0.2948718 0.33189222 0.44355407 0.66092725 0.50193699] [ 0.35156867 0.59727327 0.51309268 0.67253046 0.52501043] [ 0.57241716 0.52495188 0.34220077 0.65627754 0.45641939] [ 0.56609569 0.40456259 0.53012546 0.33592576 0.56588705] [ 0.36664482 0.54207855 0.46864762 0.58787262 0.41334395] [ 0.4947506 0.39134336 0.57708502 0.47656467 0.40660894] [ 0.66632542 0.47531193 0.41193639 0.37310458 0.26894397] [ 0.51205311 0.50088399 0.31633107 0.53394506 0.26390005] [ 0.44265615 0.47846284 0.49256464 0.45504777 0.41322589] [ 0.44515177 0.53951709 0.42359911 0.59394949 0.40472696] [ 0.43929124 0.43620557 0.4780463 0.63210791 0.28681858] [ 0.55110926 0.50120939 0.54595861 0.72822765 0.31631889] [ 0.37848964 0.45149944 0.49617923 0.54036936 0.5653459 ] [ 0.18506748 0.45339086 0.40363532 0.8785844 0.44454881] [ 0.59925348 0.42778432 0.55980103 0.46397128 0.45476304] [ 0.53322418 0.56363465 0.44866089 0.61863311 0.59449005] [ 0.70011898 0.57761407 0.48983374 0.38309862 0.40650274] [ 0.58433263 0.39602332 0.54743166 0.51691619 0.42074927] [ 0.57644805 0.61984576 0.56250182 0.58799772 0.43538392] [ 0.48667794 0.68643251 0.33278362 0.70452439 0.43220562] [ 0.60424847 0.44178034 0.40132048 0.3783927 0.41823267] [ 0.45600457 0.48917874 0.52915929 0.53272637 0.39958706] [ 0.40509997 0.35407845 0.60715423 0.67148409 0.57963117] [ 0.73498889 0.48289689 0.54739546 0.30156468 0.42970762] [ 0.59791382 0.620626 0.48569458 0.66975016 0.46852474] [ 0.69990515 0.4249414 0.5752087 0.24528503 0.47574089] [ 0.66178358 0.48420333 0.25114278 0.51835377 0.30191768] [ 0.7635336 0.49658722 0.54770385 0.4020523 0.46615145] [ 0.51928793 0.42301096 0.62987933 0.63143864 0.43719747] [ 0.57321716 0.51045728 0.42409981 0.39225341 0.39752074] [ 0.2393803 0.44915328 0.56742447 0.84789746 0.49161452] [ 0.35131089 0.42176948 0.6200024 0.70091798 0.50806275] [ 0.5802017 0.63924095 0.5127994 0.48721185 0.62100129] [ 0.55629981 0.45147199 0.52456061 0.52306335 0.5894003 ] [ 0.71016883 0.34799767 0.58228375 0.19260201 0.3713733 ] [ 0.31364142 0.49146849 0.47833697 0.7978365 0.34125076] [ 0.80617802 0.53853171 0.4369276 0.3562739 0.40886173] [ 0.8049401 0.47428465 0.58824917 0.36879108 0.41073305] [ 0.4813422 0.60053073 0.3995325 0.66047662 0.54444121] [ 0.65419454 0.55424248 0.50673974 0.33673474 0.4632979 ] [ 0.5218012 0.60099863 0.2814475 0.80632878 0.41355993] [ 0.3801447 0.61501945 0.48891776 0.67457953 0.56126378] [ 0.38579787 0.45083356 0.5471646 0.80008918 0.28731643] [ 0.42577759 0.62259891 0.38785514 0.78056375 0.48364904] [ 0.59460956 0.55950427 0.41458465 0.46200656 0.37407239] [ 0.39356826 0.52370679 0.48355775 0.80274704 0.46406403] [ 0.77128939 0.55402632 0.51523657 0.29863714 0.34476123] [ 0.72693868 0.39015531 0.4385319 0.34023332 0.34387184] [ 0.28061362 0.47352235 0.49713327 0.87871973 0.48483053] [ 0.34041576 0.46822862 0.70528037 0.71707366 0.5300926 ] [ 0.65438843 0.50535639 0.50733074 0.52698353 0.40156012] [ 0.75525689 0.50884941 0.47140942 0.41703538 0.30728905] [ 0.4946291 0.53797654 0.45252203 0.61074146 0.40818005] [ 0.5151682 0.57350358 0.53754187 0.56732854 0.52417629] [ 0.34019013 0.56766418 0.5134203 0.80003895 0.34185358] [ 0.45211228 0.43441755 0.54140223 0.56806706 0.50024509] [ 0.69757929 0.4991878 0.55286999 0.31973796 0.46449707] [ 0.49589348 0.63265769 0.29825555 0.56311602 0.39825582] [ 0.33813244 0.44230078 0.55776557 0.75125834 0.43557667] [ 0.67784828 0.3335788 0.50430697 0.47252618 0.44803541] [ 0.61499214 0.51695737 0.47014258 0.3019431 0.42315381] [ 0.6800722 0.49802441 0.59506854 0.32335596 0.50014354] [ 0.60556937 0.5290092 0.58252431 0.56441023 0.32280897] Progress: 7.8% ... Training loss: 0.785 ... Validation loss: 1.326[ 0.30101291 0.39958047 0.41501646 0.46592539 0.70280849] [ 0.43183418 0.38301107 0.50917806 0.78830362 0.43366884] [ 0.64593357 0.44906455 0.52284689 0.30529933 0.46035604] [ 0.52540771 0.54448771 0.4614784 0.58666197 0.34525025] [ 0.74219571 0.44184564 0.46059223 0.29218156 0.34378143] [ 0.41262379 0.50341761 0.54327252 0.74189339 0.51810063] [ 0.45762859 0.44258563 0.39099959 0.47030593 0.45740677] [ 0.71196475 0.43332648 0.59970455 0.32247436 0.44270864] [ 0.39874119 0.41815785 0.47725413 0.62466932 0.56149473] [ 0.59026285 0.50692036 0.44245996 0.4039456 0.38065402] [ 0.42034255 0.57796415 0.40389435 0.77879036 0.4532716 ] [ 0.64327209 0.45376712 0.58980565 0.32047391 0.52865205] [ 0.71815029 0.40904705 0.44364191 0.36097097 0.44770153] [ 0.7571972 0.64901458 0.27916535 0.60676421 0.30306935] [ 0.45441565 0.49171425 0.48611112 0.54419024 0.55769666] [ 0.40810387 0.42815721 0.54363808 0.79019089 0.47203567] [ 0.31586301 0.42282558 0.69652868 0.75938138 0.4464531 ] [ 0.69017681 0.34725778 0.436671 0.44515779 0.41746024] [ 0.31991518 0.39570357 0.47509468 0.79029729 0.53447232] [ 0.41950556 0.50895653 0.49526818 0.73525294 0.36722556] [ 0.46250173 0.54586914 0.25152557 0.70690442 0.3803772 ] [ 0.56356556 0.44317987 0.59585607 0.51178659 0.41375925] [ 0.47665369 0.44978782 0.53804617 0.53587981 0.64507912] [ 0.60508892 0.50504375 0.40198734 0.36010929 0.47147157] [ 0.18499296 0.45505182 0.45530859 0.80250733 0.42989206] [ 0.40783518 0.5777497 0.44551962 0.70277514 0.47158266] [ 0.38437773 0.55583842 0.37431867 0.76526832 0.56826115] [ 0.46819081 0.44691767 0.51500435 0.76500019 0.51251287] [ 0.54408744 0.59158958 0.37411737 0.75258852 0.41805659] [ 0.72707507 0.4540357 0.49581551 0.28017629 0.47275081] [ 0.74158857 0.5995925 0.57402223 0.4319681 0.37582686] [ 0.31545548 0.55489989 0.44002093 0.75197087 0.46799195] [ 0.79512358 0.47711427 0.60184608 0.40864592 0.42279787] [ 0.47286007 0.50884601 0.52389774 0.49122948 0.50789777] [ 0.30861121 0.37894039 0.41083964 0.79388053 0.42597264] [ 0.73678573 0.37213952 0.6225815 0.2311881 0.5093429 ] [ 0.26610586 0.48717668 0.58506103 0.7402821 0.57484074] [ 0.27626437 0.46827933 0.50931376 0.83175546 0.56543807] [ 0.49199086 0.37077694 0.56710582 0.37210645 0.46835769] [ 0.44390264 0.4235487 0.57472119 0.66992148 0.46499724] [ 0.652526 0.62537757 0.45971882 0.55007325 0.3442 ] [ 0.61828276 0.44759931 0.46883082 0.42841115 0.37204107] [ 0.28035471 0.54675522 0.59342201 0.80457213 0.59941904] [ 0.37272278 0.46950454 0.59817221 0.70251014 0.40311203] [ 0.67918722 0.41569034 0.58433003 0.23586202 0.49238478] [ 0.34848847 0.48031527 0.5299118 0.65750114 0.48326311] [ 0.36046775 0.55226767 0.45346257 0.65527231 0.4667771 ] [ 0.45199494 0.37116371 0.60636465 0.65616191 0.46499846] [ 0.68568314 0.54058829 0.38407702 0.5929988 0.33057658] [ 0.61746045 0.5523743 0.37469865 0.53210456 0.46397506] [ 0.29628659 0.44906913 0.4790592 0.68668292 0.34922824] [ 0.51847138 0.42606037 0.55008647 0.54152637 0.64011537] [ 0.6356751 0.46187711 0.47974952 0.48809179 0.51986431] [ 0.76979876 0.5445762 0.45767551 0.31064436 0.39466588] [ 0.33247069 0.57038659 0.4505796 0.72441813 0.43320151] [ 0.76915423 0.43237765 0.49411381 0.40994267 0.37288126] [ 0.5574572 0.47407511 0.31592667 0.52789034 0.50976867] [ 0.63382184 0.50492356 0.41409223 0.58448299 0.40600963] [ 0.60802402 0.6146192 0.44375183 0.61502766 0.43559872] [ 0.601345 0.49146143 0.49360615 0.56573985 0.37166312] [ 0.43700673 0.52914458 0.50079679 0.77102602 0.35011113] [ 0.57189353 0.6154318 0.63471005 0.47689862 0.45459381] [ 0.39065803 0.57232406 0.49642754 0.75119664 0.57844132] [ 0.42095958 0.64380291 0.55838489 0.72140828 0.46543532] [ 0.64133797 0.53945634 0.43105107 0.47151971 0.37826437] [ 0.45579194 0.44659435 0.51749473 0.54018354 0.37900649] [ 0.46825797 0.41051719 0.59770716 0.51103539 0.5188663 ] [ 0.73270585 0.51061744 0.35351701 0.42479531 0.43648226] [ 0.4584885 0.63117959 0.58333259 0.5412416 0.49188243] [ 0.36661702 0.48096121 0.61429313 0.72482181 0.59403055] [ 0.61162657 0.44957549 0.46421671 0.36808573 0.54029855] [ 0.53530072 0.3961031 0.57260423 0.53506498 0.43803344] [ 0.59009076 0.43568053 0.60059501 0.314151 0.49444708] [ 0.35375625 0.5655017 0.43513854 0.69091541 0.41525597] [ 0.42990816 0.47935757 0.40335974 0.45723017 0.41816274] [ 0.60573014 0.52433219 0.68325444 0.41967057 0.40405904] [ 0.60888331 0.47562069 0.51296223 0.43256879 0.49158244] [ 0.54059559 0.5970335 0.51346112 0.57915294 0.5064394 ] [ 0.27298732 0.50762155 0.43742611 0.85410478 0.42343541] [ 0.26255829 0.52246343 0.65256752 0.67669246 0.58297219] [ 0.5483908 0.38973964 0.50808229 0.49282461 0.38537071] [ 0.65202031 0.46716978 0.46451007 0.3156027 0.32550072] [ 0.45625347 0.41364582 0.60413962 0.59954917 0.33851377] [ 0.55514571 0.42210521 0.44762356 0.45569962 0.32312722] [ 0.49937766 0.5220814 0.43486945 0.79985015 0.35999273] [ 0.49969339 0.44989433 0.55471001 0.53969308 0.57513126] [ 0.73645277 0.47654586 0.49405691 0.48988916 0.41762849] [ 0.64330306 0.46484558 0.43802073 0.43871463 0.35072125] [ 0.39982401 0.58672248 0.42256251 0.72792357 0.40583353] [ 0.59383287 0.42058063 0.54465157 0.48215848 0.4868001 ] [ 0.82285002 0.50326559 0.44276341 0.41772855 0.36775247] [ 0.37704412 0.60907808 0.36963856 0.80492254 0.38866233] [ 0.28338903 0.48637698 0.58074484 0.82325017 0.47813689] [ 0.60554317 0.53650415 0.48636257 0.56672458 0.37887147] [ 0.2307347 0.39788468 0.47490566 0.89021818 0.61207945] [ 0.69249168 0.44164726 0.55969182 0.1476665 0.44547998] [ 0.6682147 0.45774113 0.46571026 0.38969355 0.34547696] [ 0.70864587 0.35553446 0.53472168 0.34649377 0.42035743] [ 0.56850746 0.48107743 0.59654157 0.39275071 0.59133307] [ 0.45042646 0.43504429 0.54122262 0.56881823 0.50045923] [ 0.47424527 0.54498871 0.38538356 0.62648614 0.32798959] [ 0.58933457 0.52890236 0.48905696 0.37826616 0.46555066] [ 0.70723007 0.46867214 0.43409008 0.29647132 0.31056389] [ 0.58840264 0.4756878 0.49278273 0.44997315 0.50336158] [ 0.39761883 0.42666179 0.54292354 0.52960244 0.50797013] [ 0.58498785 0.46064742 0.56168085 0.40416684 0.32362346] [ 0.44040838 0.60303934 0.46471803 0.78619222 0.43309351] [ 0.71116017 0.43034885 0.58372531 0.32312239 0.55369052] [ 0.32711437 0.54750289 0.41621388 0.66368386 0.44188933] [ 0.39131432 0.4730884 0.51176021 0.75464089 0.31593323] [ 0.5075073 0.67853597 0.35517496 0.57599599 0.35615697] [ 0.28907238 0.57504051 0.39366843 0.79129118 0.48263933] [ 0.44078539 0.41943068 0.54642151 0.65467735 0.41996737] [ 0.45289841 0.60850867 0.42885096 0.63042851 0.57573092] [ 0.64084538 0.5394886 0.41580436 0.53055208 0.34050231] [ 0.49151166 0.58242701 0.4004945 0.64240078 0.48221376] [ 0.19877509 0.53083156 0.3824605 0.91464785 0.46145333] [ 0.78365975 0.39372401 0.40623301 0.26469409 0.47644658] [ 0.47771729 0.58471046 0.36764422 0.69514773 0.46985019] [ 0.55532562 0.42905567 0.43419768 0.61454369 0.42562697] [ 0.73984392 0.59578617 0.41448769 0.32884431 0.37058201] [ 0.66680779 0.40374989 0.48726128 0.25494415 0.49380567] [ 0.690087 0.40397638 0.47642813 0.43514919 0.44674511] [ 0.45345544 0.43355001 0.510609 0.6791762 0.32823495] [ 0.68131337 0.59304012 0.32676623 0.50448132 0.39303097] [ 0.22022016 0.49602333 0.54368109 0.85560009 0.51560768] [ 0.49077929 0.37624134 0.5929204 0.5151777 0.35572078] [ 0.34221219 0.48735893 0.46483186 0.7912145 0.32644904] Progress: 7.9% ... Training loss: 0.783 ... Validation loss: 1.318[ 0.63390729 0.50144904 0.42722064 0.3357269 0.39751146] [ 0.41831424 0.45589736 0.45301421 0.78368474 0.35949603] [ 0.34389442 0.4964672 0.41472184 0.71754201 0.55092686] [ 0.31147088 0.59804581 0.54081129 0.67762137 0.47400099] [ 0.66409093 0.425703 0.56781414 0.27241023 0.43853911] [ 0.35572338 0.33003288 0.64788576 0.5688085 0.49433928] [ 0.66496254 0.64550232 0.33519974 0.56573797 0.33682928] [ 0.52622761 0.54202068 0.58518464 0.56695013 0.40369423] [ 0.37292821 0.4303275 0.48231438 0.6715303 0.47133673] [ 0.33492012 0.40019133 0.64238012 0.75685433 0.48527572] [ 0.62771642 0.5180038 0.45718999 0.58576911 0.39356053] [ 0.68939981 0.4470932 0.52027581 0.33527509 0.49502851] [ 0.75728971 0.4122959 0.42621554 0.38378494 0.34930199] [ 0.33769324 0.50684034 0.41400467 0.65526869 0.56733178] [ 0.62862974 0.43425325 0.41919963 0.32310174 0.37607303] [ 0.61240211 0.43009457 0.33550246 0.63543945 0.47126362] [ 0.36778628 0.45467314 0.41165158 0.67345374 0.36197072] [ 0.29741109 0.51571648 0.57420706 0.79391816 0.46699418] [ 0.70386822 0.55206566 0.57017388 0.43751593 0.43425496] [ 0.48605682 0.49372578 0.49877669 0.6447896 0.50407315] [ 0.78485841 0.45668068 0.40247241 0.49028954 0.37290781] [ 0.56070693 0.46489939 0.45401454 0.51201835 0.35390979] [ 0.60822733 0.49089164 0.47199992 0.4174162 0.42223943] [ 0.77021074 0.5179134 0.56464515 0.28628315 0.42945312] [ 0.28363161 0.48756349 0.41732264 0.81158644 0.50575367] [ 0.19971945 0.56447578 0.39460065 0.91889587 0.48684962] [ 0.60467168 0.49020503 0.49873202 0.46351714 0.55142994] [ 0.38759387 0.39964343 0.43472608 0.85150319 0.45424179] [ 0.56709609 0.45636283 0.38122986 0.65147316 0.36062479] [ 0.31441347 0.42350081 0.69636911 0.75993896 0.44669108] [ 0.23228308 0.43257986 0.52802525 0.78273146 0.44701063] [ 0.43286831 0.50486894 0.50746309 0.75053717 0.45002184] [ 0.18421429 0.41295026 0.49607665 0.84021346 0.50801028] [ 0.2248929 0.47170615 0.3089569 0.93402782 0.39257188] [ 0.24624682 0.53930712 0.50411412 0.68809513 0.46933778] [ 0.60574581 0.35954116 0.54364523 0.63480022 0.45099088] [ 0.8064782 0.52759354 0.44954407 0.30060472 0.39630574] [ 0.56285168 0.52072198 0.44176196 0.45825758 0.3668316 ] [ 0.55954485 0.54022383 0.50839242 0.46323846 0.40439537] [ 0.76860928 0.57639799 0.48093076 0.40361482 0.44425953] [ 0.62899434 0.53470426 0.37663312 0.52112639 0.38550953] [ 0.54404724 0.37137042 0.55918724 0.3208673 0.50053417] [ 0.60400953 0.50546187 0.40187607 0.36057418 0.47161893] [ 0.28809666 0.44626547 0.57541138 0.73157941 0.47891875] [ 0.7385208 0.45616326 0.66717772 0.3350594 0.45274684] [ 0.58881041 0.47551008 0.49282905 0.4497312 0.50329919] [ 0.377342 0.38759364 0.48865924 0.80001022 0.49958838] [ 0.29744824 0.44424661 0.61638671 0.76612748 0.45071433] [ 0.29445165 0.51038543 0.47314799 0.75718018 0.38705537] [ 0.73454085 0.54050064 0.39825379 0.52361018 0.32479941] [ 0.65777833 0.53532883 0.4942483 0.44804202 0.39393586] [ 0.45749817 0.64119622 0.55580092 0.73127856 0.48391183] [ 0.61784196 0.46083062 0.50693027 0.39731253 0.45248162] [ 0.61240211 0.43009457 0.33550246 0.63543945 0.47126362] [ 0.6438189 0.5400353 0.4040236 0.34985991 0.35443613] [ 0.32121614 0.47252429 0.47511046 0.88749832 0.52720519] [ 0.621027 0.63356311 0.34265358 0.60423932 0.4167692 ] [ 0.30590188 0.51661643 0.38412043 0.76069563 0.51877068] [ 0.52591233 0.4362855 0.58063834 0.69903135 0.34595465] [ 0.63161777 0.57606774 0.67524057 0.47579797 0.5022102 ] [ 0.72283171 0.36670318 0.41301539 0.5040211 0.34733417] [ 0.54866629 0.37766116 0.63538616 0.50351725 0.32576721] [ 0.41351651 0.62952123 0.40054553 0.77090468 0.5494437 ] [ 0.28991075 0.46752356 0.44694669 0.69871651 0.41333593] [ 0.27805941 0.41265924 0.53375863 0.76583387 0.44191835] [ 0.51169663 0.34010503 0.53381896 0.6087345 0.3621933 ] [ 0.45207949 0.60881127 0.42876583 0.63073061 0.57584165] [ 0.47365471 0.45990489 0.44348273 0.57433659 0.50547669] [ 0.63865768 0.47464004 0.52723468 0.23557435 0.34986561] [ 0.47134998 0.62914672 0.41309751 0.67639307 0.44650452] [ 0.39933653 0.37401392 0.60465858 0.72638694 0.35390618] [ 0.67165054 0.33902322 0.53260759 0.20076264 0.30916894] [ 0.3265263 0.54818173 0.45039247 0.66529097 0.4727586 ] [ 0.65310873 0.54674341 0.38177783 0.44158624 0.34539878] [ 0.51646815 0.44850516 0.52414294 0.66527347 0.38045774] [ 0.5455383 0.49116834 0.55428615 0.40541332 0.36403812] [ 0.69629782 0.43297545 0.42820569 0.34183065 0.30951314] [ 0.47924856 0.47300273 0.57426655 0.70432315 0.33555117] [ 0.64197745 0.4591842 0.45553908 0.44599115 0.51085864] [ 0.63623403 0.42725385 0.65834591 0.46317691 0.42197075] [ 0.5074574 0.41200619 0.56582441 0.54014406 0.39827389] [ 0.54049277 0.32003984 0.56548649 0.31274729 0.5893339 ] [ 0.57503701 0.37403803 0.54975923 0.4441604 0.47369476] [ 0.25905981 0.33848477 0.44536865 0.82900122 0.52278106] [ 0.74659876 0.35500755 0.60044354 0.23163593 0.45779098] [ 0.64668689 0.40963325 0.38089472 0.43763449 0.51969886] [ 0.46718234 0.44734822 0.51488448 0.76533679 0.51266594] [ 0.48394983 0.50467389 0.43024175 0.64861598 0.388123 ] [ 0.63814345 0.41194854 0.5122177 0.32401583 0.51759748] [ 0.63390729 0.50144904 0.42722064 0.3357269 0.39751146] [ 0.67379829 0.49189983 0.53780797 0.277906 0.4308329 ] [ 0.41268723 0.56177766 0.51441282 0.6440646 0.47377365] [ 0.68467729 0.60952843 0.44866215 0.39840407 0.40175201] [ 0.6701048 0.57119776 0.38790643 0.43744467 0.31619068] [ 0.61375994 0.34316431 0.44448338 0.40891187 0.44539031] [ 0.39314941 0.50091173 0.29257077 0.86525745 0.47119741] [ 0.51668266 0.44081718 0.43690467 0.6038668 0.44320334] [ 0.207062 0.51342308 0.45198284 0.87785573 0.45964591] [ 0.65149272 0.38181987 0.46909557 0.47114848 0.40406597] [ 0.56016915 0.58643801 0.40562987 0.6997882 0.42750187] [ 0.51943437 0.48196523 0.41054339 0.47348742 0.30386344] [ 0.34529755 0.57130918 0.3627972 0.80093762 0.46244196] [ 0.34521688 0.53738036 0.5550978 0.80251594 0.47233521] [ 0.37246761 0.2624853 0.52816418 0.62941944 0.40368587] [ 0.79327947 0.35760668 0.51073313 0.22633677 0.34884481] [ 0.42866868 0.55726479 0.48924028 0.71895414 0.46775001] [ 0.39812854 0.45904505 0.39495692 0.63638662 0.44605825] [ 0.22125329 0.56186275 0.33466018 0.897217 0.4400426 ] [ 0.74630347 0.42816907 0.54319528 0.38300688 0.4160311 ] [ 0.38977427 0.54497346 0.51975912 0.67306934 0.42028046] [ 0.65660254 0.51076289 0.44465151 0.41606988 0.32282374] [ 0.46264533 0.55914749 0.34208941 0.66320187 0.48171324] [ 0.28546307 0.55259269 0.4797727 0.87312029 0.52874495] [ 0.46861804 0.49419276 0.43504912 0.69099564 0.52602677] [ 0.33007258 0.51089152 0.54251102 0.8145812 0.46360275] [ 0.62661929 0.45298479 0.35605835 0.42318139 0.40441576] [ 0.59321134 0.48622591 0.45989614 0.69091902 0.46089697] [ 0.32617751 0.43476014 0.42758627 0.8271966 0.41357135] [ 0.54231302 0.59323343 0.48270884 0.56222664 0.33626897] [ 0.49473176 0.50248281 0.42005961 0.50714634 0.31231603] [ 0.71298346 0.42940667 0.39661447 0.32899762 0.38115614] [ 0.39424871 0.40184441 0.45666181 0.60049654 0.40105676] [ 0.32460696 0.35640065 0.43298192 0.74600558 0.38150977] [ 0.41099588 0.43310482 0.60057884 0.7956426 0.54947544] [ 0.49527221 0.40521626 0.39329978 0.51579951 0.36541823] [ 0.59438674 0.5688563 0.47117654 0.54675746 0.50206593] [ 0.40670968 0.39552395 0.55377207 0.43856559 0.58601677] [ 0.60981251 0.47116175 0.46964961 0.44609022 0.40382952] Progress: 8.0% ... Training loss: 0.782 ... Validation loss: 1.310[ 0.4720345 0.50932892 0.73146046 0.54241474 0.44191929] [ 0.19291229 0.47185454 0.57683451 0.80311545 0.57380939] [ 0.51237554 0.51247796 0.4497761 0.51168128 0.42114624] [ 0.52638309 0.54085315 0.43387349 0.58020718 0.53822542] [ 0.51207723 0.65877105 0.51248415 0.5774304 0.47249738] [ 0.39474547 0.51169019 0.55547832 0.61675849 0.41709127] [ 0.65903755 0.40180583 0.56402299 0.13137104 0.53678563] [ 0.18477955 0.46118042 0.54186108 0.75766434 0.42941153] [ 0.43920149 0.46341922 0.39647637 0.76996577 0.33863435] [ 0.50049342 0.34707851 0.53975186 0.48445626 0.30401467] [ 0.57181653 0.4879671 0.45086966 0.56673049 0.31505444] [ 0.52333371 0.46314708 0.53428538 0.4041613 0.54948099] [ 0.5388698 0.52622171 0.35636607 0.56024106 0.4876162 ] [ 0.43437009 0.39567975 0.52494793 0.49627624 0.3846929 ] [ 0.47158576 0.46179068 0.48340778 0.69667113 0.31260281] [ 0.6498564 0.36254823 0.54036329 0.31637677 0.44179322] [ 0.4970433 0.45737946 0.39042523 0.72075193 0.4593841 ] [ 0.5320076 0.4623999 0.52200498 0.45871065 0.63447618] [ 0.40196968 0.47265508 0.39169636 0.66628865 0.32237985] [ 0.53820639 0.44715191 0.59319006 0.3517817 0.4998803 ] [ 0.37511189 0.4040864 0.50917846 0.64669835 0.43513653] [ 0.36928644 0.40647648 0.58183692 0.55023518 0.40137242] [ 0.5883999 0.38322606 0.51351566 0.34613336 0.48352242] [ 0.79836713 0.4028213 0.50759789 0.32055237 0.44134493] [ 0.40100758 0.40515023 0.33981494 0.69675046 0.37356899] [ 0.6560803 0.40630063 0.41278425 0.27612146 0.34806628] [ 0.53537141 0.54669708 0.41557132 0.60834719 0.37455983] [ 0.26354565 0.42850871 0.43206094 0.91410541 0.50306308] [ 0.35628344 0.41542536 0.42261158 0.6128436 0.38451194] [ 0.42879108 0.48174915 0.52546504 0.56025423 0.52892524] [ 0.29993975 0.41048215 0.62922165 0.75239794 0.53689651] [ 0.53440324 0.42392053 0.52827158 0.46054014 0.39105855] [ 0.57713631 0.31992123 0.40396407 0.58178061 0.40208214] [ 0.6798914 0.43710584 0.397327 0.37357004 0.38476065] [ 0.24061378 0.45720807 0.60326875 0.78096726 0.43945239] [ 0.48296418 0.50048982 0.44135977 0.52791343 0.40671143] [ 0.5149558 0.45964968 0.51044914 0.60903417 0.34378759] [ 0.63473587 0.47879637 0.47084668 0.41458862 0.44300542] [ 0.51330464 0.41908357 0.54203026 0.52504381 0.4357067 ] [ 0.81747484 0.39738534 0.60956156 0.21449175 0.43864558] [ 0.69326005 0.44647137 0.33904496 0.31807599 0.31053859] [ 0.32416089 0.47752299 0.611625 0.72421885 0.4837255 ] [ 0.50090433 0.44626833 0.43153749 0.65411802 0.32891103] [ 0.67435641 0.54013302 0.53488488 0.24695624 0.49157693] [ 0.40527145 0.52222904 0.45644888 0.71907575 0.62952608] [ 0.74292312 0.59886561 0.57421493 0.43119391 0.37557147] [ 0.65703351 0.43706374 0.44996934 0.40821927 0.37481268] [ 0.37236935 0.47098312 0.53995631 0.75293485 0.33322378] [ 0.50369263 0.45091243 0.56712615 0.47153066 0.53106197] [ 0.44407909 0.48697196 0.46135049 0.51448634 0.45815167] [ 0.72356426 0.53095825 0.5563255 0.27797802 0.51301017] [ 0.60328623 0.50577554 0.40179849 0.36084304 0.4717293 ] [ 0.69085073 0.41831168 0.59673866 0.11633183 0.5213295 ] [ 0.30783673 0.53028542 0.28249627 0.80729304 0.43959847] [ 0.72828467 0.44887419 0.47864114 0.44174972 0.44678152] [ 0.49614433 0.52376196 0.43003524 0.58610277 0.40611029] [ 0.39503679 0.41970282 0.4768361 0.62637632 0.56204925] [ 0.80053899 0.37821765 0.48386386 0.32368035 0.40581064] [ 0.246736 0.56635512 0.54050306 0.90984546 0.52601327] [ 0.72279824 0.41263282 0.54492129 0.39052559 0.36256956] [ 0.44798043 0.52538459 0.53325599 0.69224287 0.45668252] [ 0.57007069 0.45609923 0.60866002 0.53934902 0.34836147] [ 0.44096235 0.55852434 0.49917899 0.62915235 0.36140742] [ 0.59103525 0.48011169 0.57584879 0.46270991 0.35411763] [ 0.4031883 0.65110332 0.49464083 0.75225257 0.58739611] [ 0.53935403 0.58069282 0.4410202 0.52345095 0.47945877] [ 0.35156038 0.45072969 0.62589344 0.81787353 0.44092189] [ 0.56629408 0.35807694 0.50709334 0.6735267 0.30565669] [ 0.4157062 0.45529381 0.6044899 0.76647025 0.34360597] [ 0.61760829 0.46049538 0.5264036 0.2777803 0.58981785] [ 0.45205182 0.48273532 0.59156386 0.5717518 0.50918275] [ 0.62236613 0.50235323 0.45440001 0.38407998 0.4043182 ] [ 0.40978624 0.57981819 0.30329285 0.60901887 0.454104 ] [ 0.52679669 0.57123984 0.41649888 0.44353573 0.35814806] [ 0.29642321 0.48409068 0.49250289 0.80016312 0.4497764 ] [ 0.47644036 0.43801463 0.47834721 0.40953824 0.56962243] [ 0.43553725 0.62847076 0.39776572 0.78640945 0.42405112] [ 0.47092862 0.40847315 0.43938041 0.64820335 0.30183781] [ 0.28429352 0.54834304 0.29906742 0.93156915 0.37220636] [ 0.52533258 0.47235579 0.52325292 0.68071763 0.35816945] [ 0.50810301 0.39975505 0.57447008 0.2923154 0.54966724] [ 0.37804127 0.52480539 0.5069384 0.68276819 0.59122956] [ 0.39344898 0.64554674 0.33860943 0.68677225 0.40088494] [ 0.53477014 0.38235017 0.54132896 0.35837517 0.53271274] [ 0.31770781 0.55258261 0.62555363 0.70381123 0.56223291] [ 0.49685969 0.47311028 0.58847225 0.6439327 0.56612715] [ 0.46443593 0.5540436 0.41117067 0.82371533 0.57693703] [ 0.55826457 0.58723055 0.40542856 0.7005385 0.42778388] [ 0.27827194 0.49324634 0.50597833 0.86295946 0.44748378] [ 0.65071693 0.45499278 0.5809126 0.35186274 0.49095411] [ 0.58453984 0.51678044 0.55480523 0.27663444 0.44997976] [ 0.75770566 0.41164408 0.56725072 0.31125471 0.43032044] [ 0.73159144 0.53035939 0.49954762 0.47279959 0.41903807] [ 0.6915269 0.52573526 0.43405181 0.56007478 0.4430205 ] [ 0.62649686 0.4493634 0.52237173 0.4113766 0.58039885] [ 0.68367465 0.49373611 0.42141044 0.39375627 0.31677574] [ 0.56629408 0.35807694 0.50709334 0.6735267 0.30565669] [ 0.31055673 0.48258743 0.46737018 0.88213644 0.54349335] [ 0.68803468 0.35064709 0.40590307 0.31411848 0.33568512] [ 0.31651726 0.49178973 0.57025566 0.67647971 0.51141409] [ 0.27397504 0.4978833 0.45158679 0.70504439 0.61527684] [ 0.3212766 0.44221646 0.52910378 0.78634615 0.58092531] [ 0.23872865 0.56223321 0.38267299 0.82454478 0.32949267] [ 0.60644048 0.64203526 0.37576148 0.52807482 0.48880183] [ 0.7304972 0.45955522 0.4190996 0.39424864 0.46305952] [ 0.44687667 0.35000353 0.51520623 0.62193695 0.42633412] [ 0.53205793 0.53174529 0.47542481 0.59193817 0.33100203] [ 0.39224472 0.5687134 0.41558403 0.69244536 0.51498861] [ 0.33680195 0.56749687 0.62857711 0.67352665 0.58056644] [ 0.42229904 0.66791048 0.33608241 0.77665125 0.39285889] [ 0.4743657 0.4792733 0.42659283 0.61474403 0.52693089] [ 0.59921425 0.39174545 0.52964281 0.39243843 0.39906478] [ 0.53683157 0.4097943 0.53198546 0.53683027 0.38229838] [ 0.61505962 0.50907638 0.55873691 0.41318176 0.33606331] [ 0.7216196 0.46398701 0.62427324 0.31716057 0.49124634] [ 0.60398372 0.43634237 0.62359863 0.34490178 0.53021782] [ 0.32626128 0.40363187 0.56421957 0.79118602 0.57303632] [ 0.55809877 0.57514433 0.51505641 0.55208357 0.4748578 ] [ 0.65430994 0.54935512 0.44988304 0.56949298 0.43152893] [ 0.53522467 0.39616945 0.57258444 0.53509286 0.43805275] [ 0.34811484 0.42300982 0.62468495 0.68198619 0.56146504] [ 0.62652328 0.66658516 0.43870485 0.59396363 0.387804 ] [ 0.62103818 0.36487678 0.63524005 0.39203558 0.34243365] [ 0.64917257 0.44949815 0.39299094 0.48368394 0.35358335] [ 0.673025 0.42883085 0.61381281 0.42518727 0.37671365] [ 0.18007069 0.54364613 0.37325126 0.89667177 0.53657374] [ 0.66245583 0.46423628 0.4845382 0.26299104 0.38700744] [ 0.33358422 0.47832 0.59395766 0.85393466 0.43536691] Progress: 8.0% ... Training loss: 0.781 ... Validation loss: 1.307[ 0.57609379 0.46647244 0.58258943 0.327887 0.48177116] [ 0.62673646 0.52105497 0.50257229 0.47086211 0.39663853] [ 0.54989219 0.51279065 0.45774723 0.63823433 0.44675473] [ 0.50819442 0.5507682 0.54042956 0.56623514 0.46772054] [ 0.35392999 0.54204657 0.45785362 0.46928137 0.4245406 ] [ 0.60139457 0.4103 0.41190211 0.40450192 0.35672405] [ 0.22707384 0.528667 0.44411935 0.83802395 0.52682018] [ 0.52966365 0.39874243 0.48847601 0.34642784 0.38521313] [ 0.38323567 0.44191448 0.39783237 0.61151882 0.51105164] [ 0.69349074 0.5510366 0.52109159 0.42349557 0.5427614 ] [ 0.52250607 0.64840798 0.44327729 0.60662962 0.49786158] [ 0.72066358 0.36452252 0.44858114 0.26421734 0.35882712] [ 0.64363253 0.52485902 0.47572589 0.41966154 0.57489408] [ 0.72770148 0.46328477 0.41379992 0.16977568 0.31324737] [ 0.60168987 0.58618978 0.48413537 0.63995436 0.4894015 ] [ 0.58797965 0.40362541 0.40634031 0.62198428 0.39799483] [ 0.53602295 0.53108765 0.38633413 0.55306361 0.48954322] [ 0.52649909 0.6299628 0.53386365 0.57650127 0.49981347] [ 0.78282439 0.41507648 0.56797225 0.24808152 0.44699896] [ 0.66029948 0.53408834 0.54447557 0.52588212 0.39531084] [ 0.59658821 0.56497259 0.45855435 0.45773414 0.52423116] [ 0.82695255 0.38201392 0.37368171 0.23915906 0.39940515] [ 0.38321935 0.50541413 0.54633996 0.83103886 0.33946154] [ 0.25219715 0.36893138 0.4543144 0.7907241 0.41676587] [ 0.51698458 0.47287746 0.40505199 0.68395286 0.2893064 ] [ 0.38935881 0.45183674 0.42023004 0.59964089 0.4330981 ] [ 0.55525366 0.61075597 0.43929717 0.66278559 0.37653483] [ 0.55708212 0.58745741 0.48682793 0.54002466 0.44043807] [ 0.33892245 0.48499669 0.54848277 0.64063358 0.40583172] [ 0.26475533 0.47840043 0.54293965 0.70677274 0.50478292] [ 0.75006957 0.44993485 0.45430206 0.44211685 0.41211858] [ 0.50833907 0.4721006 0.46302891 0.71752976 0.35435696] [ 0.47784788 0.44631685 0.5253101 0.62318922 0.31210731] [ 0.63551404 0.49366473 0.53828837 0.29574116 0.39482717] [ 0.67858478 0.43844774 0.50812746 0.34283793 0.423298 ] [ 0.50706932 0.3878753 0.44049018 0.5096452 0.55708968] [ 0.46009911 0.55831763 0.38096212 0.64491565 0.47632769] [ 0.38801419 0.54577322 0.51955747 0.67387416 0.42055208] [ 0.49163332 0.41142506 0.54199145 0.59045318 0.3765203 ] [ 0.41360811 0.54641845 0.57113655 0.56527706 0.47086851] [ 0.35134204 0.42943977 0.55548167 0.62950013 0.55625203] [ 0.45455318 0.47528589 0.44327569 0.60133864 0.428329 ] [ 0.74037605 0.46779666 0.54224059 0.34175924 0.37541156] [ 0.46362881 0.48444893 0.46144308 0.64934727 0.57278038] [ 0.39226599 0.44850326 0.58954053 0.59962045 0.58385319] [ 0.65913399 0.40391682 0.59099464 0.31098092 0.45379755] [ 0.42574624 0.38796711 0.52065714 0.78220148 0.45356936] [ 0.60806285 0.3998545 0.5670266 0.20712592 0.37142014] [ 0.56631053 0.53858613 0.56628349 0.49816309 0.51551348] [ 0.52633885 0.47219489 0.5118245 0.39969673 0.53185961] [ 0.41688587 0.42674907 0.5305381 0.65438072 0.32183916] [ 0.50807453 0.42118297 0.61839316 0.32150475 0.56855166] [ 0.16480223 0.4486958 0.57827446 0.81821155 0.61903574] [ 0.6447201 0.5435973 0.49628055 0.45260427 0.36172907] [ 0.41034027 0.47915627 0.44997419 0.56971351 0.61020551] [ 0.82873397 0.34271776 0.46179054 0.21320616 0.31972881] [ 0.56405458 0.4625153 0.55845524 0.45610599 0.47681094] [ 0.44849125 0.44224394 0.54273712 0.65666358 0.41267971] [ 0.45934149 0.38909292 0.45914289 0.69418867 0.30648773] [ 0.67600573 0.56525259 0.59267756 0.52347998 0.36308573] [ 0.71340794 0.46198426 0.47922295 0.36116816 0.40017455] [ 0.35724089 0.56451912 0.49390997 0.85494902 0.36461951] [ 0.6816614 0.38426999 0.7095121 0.39215313 0.38597012] [ 0.36972875 0.58635368 0.43723946 0.65909931 0.41328267] [ 0.6755946 0.51948903 0.55350855 0.43988423 0.36658951] [ 0.5737339 0.48536561 0.46929471 0.46030359 0.39101405] [ 0.32855579 0.43057992 0.57431885 0.72472724 0.44323148] [ 0.66236487 0.50292573 0.31865954 0.42140913 0.37737877] [ 0.47088399 0.42591892 0.59092055 0.55853676 0.34683916] [ 0.63775619 0.55672 0.5108259 0.5160025 0.48408386] [ 0.58662828 0.46414474 0.53921619 0.39867449 0.4939727 ] [ 0.34968125 0.49451973 0.63008371 0.77469176 0.45820879] [ 0.17882239 0.54456886 0.37303568 0.89707841 0.53690501] [ 0.67650295 0.4828498 0.54417918 0.40875861 0.4795016 ] [ 0.65496575 0.48739413 0.48032755 0.32999572 0.40261832] [ 0.76137518 0.57809667 0.44125083 0.33508737 0.34765951] [ 0.58495713 0.55857597 0.49062686 0.60024864 0.43595489] [ 0.52868605 0.47372328 0.49729987 0.59294801 0.56160016] [ 0.1997964 0.53275599 0.55831806 0.87261979 0.55496607] [ 0.36609919 0.54860302 0.46906683 0.65807851 0.43043905] [ 0.38333412 0.46277642 0.59274182 0.75582003 0.47378331] [ 0.48876304 0.51280243 0.52213118 0.46988365 0.55345778] [ 0.77707258 0.61148313 0.61731558 0.45271886 0.3817633 ] [ 0.38568109 0.43112815 0.46158151 0.81097177 0.32262388] [ 0.47463726 0.66837591 0.39522842 0.74488046 0.48644614] [ 0.28283528 0.4252268 0.52380755 0.80469464 0.49024127] [ 0.40549202 0.3715019 0.44387913 0.61137956 0.39084405] [ 0.50514461 0.42620299 0.49399723 0.57550292 0.36340988] [ 0.61037731 0.36255463 0.46930869 0.29539315 0.42542346] [ 0.61511852 0.44144014 0.45875426 0.31793612 0.40357243] [ 0.46137654 0.51833522 0.4475125 0.57811334 0.43287294] [ 0.80053744 0.38572447 0.40896095 0.19206131 0.3209665 ] [ 0.64613292 0.34804421 0.48224989 0.29282775 0.41213616] [ 0.49399198 0.40230768 0.44792621 0.51613661 0.41077419] [ 0.58675365 0.45299806 0.30041067 0.53698122 0.40483315] [ 0.48374036 0.41973788 0.50822552 0.35490739 0.60385289] [ 0.49945607 0.50459094 0.4638253 0.58451693 0.33944968] [ 0.47547204 0.48916708 0.55150117 0.51424978 0.5804524 ] [ 0.5866728 0.60323626 0.35590824 0.82605349 0.46916341] [ 0.67110768 0.52427218 0.53292023 0.41858978 0.42821233] [ 0.39307432 0.40725504 0.51976581 0.74843517 0.34963446] [ 0.34038797 0.56076641 0.47054479 0.74746432 0.60058325] [ 0.58079399 0.45492659 0.39985976 0.75264284 0.29753512] [ 0.45453088 0.61581591 0.36401892 0.76948081 0.43329546] [ 0.69581355 0.49033584 0.47546808 0.45345068 0.38095361] [ 0.72697072 0.51576411 0.42227514 0.44820364 0.38673818] [ 0.5785621 0.57893425 0.34842232 0.56417771 0.50032589] [ 0.21263896 0.44984067 0.49106182 0.79657458 0.45082149] [ 0.43244657 0.49064333 0.34434784 0.67204122 0.39142135] [ 0.35087049 0.51534192 0.43975392 0.75542955 0.50811392] [ 0.33520261 0.4404756 0.50426501 0.77295688 0.48789467] [ 0.18533476 0.44707492 0.44019597 0.83402658 0.60882965] [ 0.42364554 0.45005273 0.65307934 0.6833001 0.39833528] [ 0.70112745 0.49741129 0.55333234 0.31790814 0.46387406] [ 0.54287484 0.45382454 0.39893187 0.54279783 0.29014195] [ 0.65495689 0.45467111 0.42199419 0.44283741 0.33797745] [ 0.2777515 0.50597607 0.36259574 0.79405253 0.38513127] [ 0.52370894 0.51066285 0.48091557 0.52283786 0.43923232] [ 0.45897165 0.46268099 0.56598882 0.62778264 0.42591556] [ 0.80999088 0.43584666 0.57254943 0.16366397 0.32944759] [ 0.60653337 0.64228181 0.3809355 0.74273519 0.52003781] [ 0.73036658 0.42278129 0.47358473 0.40038748 0.40473135] [ 0.66863288 0.46758781 0.38521484 0.28865893 0.29293653] [ 0.75605279 0.39403743 0.49987628 0.30064942 0.40612929] [ 0.22968079 0.44111215 0.50297279 0.76441379 0.43834468] [ 0.81015819 0.40866208 0.56965888 0.30268807 0.42899717] [ 0.57641581 0.47799334 0.56572913 0.66274407 0.43055535] [ 0.52566418 0.47226365 0.52327887 0.68056977 0.3581398 ] Progress: 8.1% ... Training loss: 0.780 ... Validation loss: 1.309[ 0.77450289 0.44872033 0.47793753 0.19542979 0.38752297] [ 0.35705902 0.4057177 0.46592069 0.65381225 0.39892154] [ 0.41598235 0.57272383 0.44246796 0.79458809 0.5701086 ] [ 0.59087966 0.51721888 0.68535349 0.57358785 0.42256787] [ 0.52552218 0.60042474 0.48057285 0.50121821 0.37189937] [ 0.42685519 0.45170507 0.4083142 0.50164025 0.50346476] [ 0.63254838 0.57242633 0.42112173 0.47006985 0.48259523] [ 0.70830097 0.47363404 0.44898277 0.3563004 0.42166938] [ 0.63104575 0.38947813 0.51601094 0.43602956 0.45889696] [ 0.55987436 0.36260324 0.43901941 0.52942348 0.35232407] [ 0.66244943 0.48604016 0.50761976 0.45879172 0.4459032 ] [ 0.44871613 0.42413712 0.62375887 0.64410601 0.32737553] [ 0.68879581 0.27623935 0.46211248 0.33034742 0.38420479] [ 0.28876802 0.43547446 0.43631779 0.75341313 0.35386212] [ 0.29719024 0.49354544 0.38085903 0.79203652 0.44807117] [ 0.70614822 0.33789819 0.46706423 0.3395052 0.4706835 ] [ 0.40939029 0.55479861 0.48103232 0.68816761 0.42858763] [ 0.63421805 0.49270027 0.40811341 0.47505529 0.48395077] [ 0.43501261 0.3976604 0.52366284 0.55328225 0.38328316] [ 0.60628431 0.49371222 0.54607952 0.23189949 0.34791375] [ 0.70327337 0.39936345 0.59092093 0.27696422 0.33914473] [ 0.75048906 0.41270184 0.4554786 0.31312192 0.27958545] [ 0.69081922 0.51434996 0.52430505 0.50081808 0.40682354] [ 0.64402482 0.46296268 0.45665771 0.45989149 0.38540989] [ 0.6956094 0.3779276 0.36238924 0.37942545 0.41187716] [ 0.36349635 0.38775469 0.53971516 0.65283981 0.40929662] [ 0.61985593 0.65793951 0.46270287 0.60685212 0.46225138] [ 0.58833377 0.4729183 0.50264097 0.7018401 0.35885078] [ 0.3728141 0.51502574 0.36915838 0.62227288 0.48034234] [ 0.60822277 0.64524334 0.45852524 0.42163896 0.41892127] [ 0.47653964 0.5937539 0.45996826 0.68376582 0.52894657] [ 0.53541718 0.54619385 0.44178061 0.57025247 0.56808566] [ 0.69287825 0.45675471 0.61422429 0.26165806 0.41739074] [ 0.44194562 0.50120366 0.39416871 0.72947788 0.28490025] [ 0.38077204 0.61477482 0.55485508 0.77954638 0.50027214] [ 0.42818677 0.50506137 0.36434814 0.68478289 0.35974982] [ 0.50170268 0.43240154 0.52962669 0.58809495 0.28630911] [ 0.28583256 0.46618934 0.45007961 0.86046493 0.33824357] [ 0.75514406 0.37164777 0.40356581 0.35238555 0.29005618] [ 0.70503507 0.34874698 0.59075899 0.23747685 0.41580336] [ 0.8112825 0.4812115 0.40978426 0.32826454 0.24976965] [ 0.33562308 0.44481376 0.35289748 0.7971239 0.45153773] [ 0.20986304 0.64760372 0.31939091 0.88126248 0.3954775 ] [ 0.58057137 0.53299018 0.32846724 0.55797176 0.35753699] [ 0.59103375 0.47881798 0.45722988 0.47102511 0.44607161] [ 0.41369512 0.61465648 0.3635047 0.71522781 0.52821134] [ 0.36500419 0.29606474 0.49108596 0.74487676 0.57741336] [ 0.28921105 0.5400265 0.57224408 0.7476448 0.47016833] [ 0.46368218 0.4784555 0.45290514 0.76677354 0.52479494] [ 0.46131771 0.59690952 0.53219384 0.47592007 0.38398073] [ 0.30087997 0.63470668 0.55549387 0.79926959 0.61259346] [ 0.41976951 0.53723832 0.43985211 0.64759692 0.4618351 ] [ 0.52504188 0.64825046 0.41540826 0.74517119 0.54693107] [ 0.65847555 0.53273542 0.57987286 0.36823467 0.417462 ] [ 0.51869467 0.3635711 0.4878314 0.53012796 0.52526815] [ 0.83116041 0.36144617 0.51831273 0.25994817 0.39377385] [ 0.32705355 0.60085377 0.45566133 0.74789703 0.49262912] [ 0.26702315 0.48470143 0.50579096 0.76029265 0.41723793] [ 0.44070497 0.47931433 0.49233705 0.45601995 0.41350122] [ 0.49166616 0.439097 0.66397054 0.5417351 0.43772761] [ 0.53833323 0.45162417 0.547594 0.46476314 0.46926016] [ 0.7873043 0.4827367 0.50525157 0.27900995 0.40132327] [ 0.45172419 0.51124748 0.37349384 0.55663555 0.41149291] [ 0.57301338 0.48716011 0.59726065 0.53808289 0.29764649] [ 0.53930465 0.58071091 0.44101598 0.52343402 0.47946641] [ 0.29378153 0.42698171 0.55846466 0.79573572 0.51230951] [ 0.42586188 0.44718787 0.44558286 0.73191652 0.3414343 ] [ 0.61532452 0.56722878 0.59474933 0.54092818 0.43225635] [ 0.69744412 0.45741429 0.48151704 0.37408432 0.48733307] [ 0.32155625 0.43607371 0.64034281 0.76241786 0.44078697] [ 0.63166037 0.39671349 0.5100939 0.32723308 0.55303447] [ 0.3648198 0.55586935 0.52181923 0.72731618 0.50960758] [ 0.67159151 0.48855228 0.39988635 0.49833734 0.2870136 ] [ 0.36733442 0.45197548 0.48920172 0.76198779 0.35962996] [ 0.61373613 0.42685395 0.54341165 0.27939371 0.38210055] [ 0.78944166 0.40586758 0.42677088 0.24860327 0.27510695] [ 0.36304403 0.53887174 0.32008387 0.78342175 0.38997252] [ 0.58926102 0.44858855 0.42224594 0.31843138 0.34515378] [ 0.54394843 0.43337911 0.49931037 0.4683783 0.40686309] [ 0.44734748 0.48671831 0.52527976 0.6991934 0.2892359 ] [ 0.61748175 0.58794306 0.29563176 0.5683172 0.37843654] [ 0.30975298 0.5448503 0.41043107 0.58484639 0.42993567] [ 0.40667239 0.51654886 0.45785828 0.8024306 0.36743668] [ 0.25092806 0.44968957 0.44118333 0.83933267 0.50294784] [ 0.34254197 0.49202292 0.48120639 0.62769027 0.43815249] [ 0.49796289 0.3356485 0.56151591 0.28100571 0.43112214] [ 0.19818621 0.43665997 0.5709052 0.89769523 0.6186123 ] [ 0.73119699 0.35306395 0.55584458 0.30536363 0.3474543 ] [ 0.74112039 0.50816696 0.40057881 0.33692857 0.40184949] [ 0.44752898 0.42939344 0.47439081 0.72385178 0.40230636] [ 0.68694622 0.47747935 0.56037993 0.26448876 0.47522625] [ 0.3417947 0.42640332 0.53254981 0.62150582 0.38480071] [ 0.38992895 0.4501846 0.48923404 0.77219141 0.36437634] [ 0.54948901 0.51448546 0.47879851 0.63360615 0.37280534] [ 0.45764304 0.35544563 0.56709607 0.55613141 0.34049553] [ 0.78869433 0.40342724 0.5204708 0.39846438 0.39051551] [ 0.65865011 0.55036619 0.4265199 0.43441592 0.31221778] [ 0.62124937 0.43295907 0.45792189 0.52585551 0.3727217 ] [ 0.79487092 0.42465976 0.54290688 0.17309596 0.43186436] [ 0.46028763 0.51913778 0.36460106 0.59583323 0.30681864] [ 0.4146862 0.35055195 0.5951233 0.51987733 0.6327957 ] [ 0.66863395 0.41449837 0.65370573 0.35476842 0.46548986] [ 0.69505193 0.46615938 0.51222204 0.20724934 0.45762985] [ 0.27229158 0.62802166 0.43091341 0.76174854 0.53246369] [ 0.72987396 0.40035699 0.56817016 0.29247267 0.40805159] [ 0.44041056 0.49305314 0.57692734 0.5683685 0.48736807] [ 0.45785692 0.46791997 0.46588476 0.62130121 0.37274652] [ 0.28483196 0.59231534 0.32038614 0.73138068 0.46272839] [ 0.62560562 0.55663023 0.54186244 0.53345568 0.41917963] [ 0.57946044 0.56984802 0.37636325 0.5315365 0.33062324] [ 0.42006526 0.59856567 0.40998532 0.76595071 0.42677046] [ 0.65978911 0.40800561 0.423181 0.39931591 0.42721766] [ 0.56037279 0.56822102 0.43639539 0.64153376 0.33118629] [ 0.56272456 0.47320046 0.56931695 0.4692836 0.48169477] [ 0.19778724 0.49836923 0.41243118 0.90963097 0.51589687] [ 0.5620424 0.42187483 0.51807497 0.64875377 0.5862164 ] [ 0.79479846 0.56404813 0.45288123 0.33656133 0.37023286] [ 0.32529162 0.29561507 0.57401294 0.73031099 0.53799158] [ 0.75792649 0.51434865 0.64722892 0.23395852 0.46851446] [ 0.73311124 0.43269321 0.52201915 0.34988888 0.42798713] [ 0.6557562 0.39304602 0.52174322 0.23205615 0.48984279] [ 0.71915673 0.4414674 0.57495809 0.24611182 0.47506557] [ 0.3540162 0.57918427 0.57727438 0.79298669 0.53325418] [ 0.49935961 0.4817753 0.4110028 0.4480113 0.44585924] [ 0.57080575 0.47429704 0.60977506 0.55335696 0.5500916 ] [ 0.55832969 0.39461384 0.54857613 0.67766967 0.32232344] [ 0.5255476 0.58816125 0.4562175 0.52639528 0.35047536] [ 0.36661792 0.38729891 0.56877473 0.71669321 0.55528459] Progress: 8.1% ... Training loss: 0.779 ... Validation loss: 1.302[ 0.54488993 0.38308346 0.57530038 0.65277603 0.32611363] [ 0.60476529 0.40746652 0.4879498 0.32185292 0.41023232] [ 0.5026038 0.42722083 0.43330685 0.55356688 0.60482218] [ 0.33913031 0.37712334 0.68787327 0.55342756 0.53540446] [ 0.47387049 0.45458935 0.46766461 0.56987915 0.36477385] [ 0.39017578 0.51372914 0.50435819 0.5389066 0.32463425] [ 0.61045731 0.49431292 0.53000641 0.21445961 0.54125571] [ 0.56359878 0.46502531 0.71209636 0.61432354 0.42639999] [ 0.23370167 0.4619714 0.48401454 0.84791007 0.47478009] [ 0.52688864 0.54187283 0.58522028 0.56665281 0.40364708] [ 0.21799207 0.46601305 0.44299385 0.86193883 0.48349027] [ 0.61112005 0.52034248 0.66178987 0.40393573 0.38447582] [ 0.6541949 0.51100513 0.36485269 0.55887368 0.39709637] [ 0.56794663 0.58753635 0.32508824 0.63249177 0.34652222] [ 0.38504314 0.51344619 0.57243222 0.76670077 0.54289838] [ 0.52463736 0.37542602 0.46861969 0.40359443 0.36273274] [ 0.53738935 0.51295347 0.4806027 0.58874447 0.40357796] [ 0.70902996 0.39850621 0.5021145 0.39204216 0.38436572] [ 0.76505203 0.55541266 0.53214096 0.46811473 0.41145353] [ 0.65660473 0.41685813 0.56562151 0.41433794 0.4347294 ] [ 0.4017426 0.45534152 0.45094374 0.61014124 0.45840159] [ 0.41696285 0.49971994 0.50680548 0.54552917 0.47447257] [ 0.43387764 0.50951169 0.60228332 0.68779773 0.41266198] [ 0.39790456 0.45193147 0.59313356 0.71155637 0.39880947] [ 0.38006833 0.41429137 0.60222603 0.72365679 0.5712538 ] [ 0.57768636 0.46619816 0.57373139 0.48297692 0.52513457] [ 0.24463672 0.51806194 0.53659883 0.81454362 0.48958866] [ 0.51740302 0.48290509 0.41031253 0.4743632 0.30415939] [ 0.56836263 0.42944225 0.56742127 0.40953174 0.38096902] [ 0.57013945 0.39159866 0.52260363 0.44775081 0.46609072] [ 0.30444109 0.39804465 0.44916608 0.61373922 0.55460471] [ 0.51185088 0.5215425 0.53404726 0.44347487 0.39704434] [ 0.29224828 0.48634727 0.49193101 0.80176149 0.45060532] [ 0.71251848 0.44904319 0.5685588 0.20755976 0.46542469] [ 0.41804084 0.59364705 0.49992496 0.66925387 0.43354961] [ 0.70324868 0.5062088 0.51162894 0.52789071 0.40446493] [ 0.71667538 0.40288646 0.47642646 0.38979852 0.32474193] [ 0.63659219 0.5267189 0.49369616 0.26542324 0.48366113] [ 0.66363164 0.45292659 0.48229062 0.27449554 0.44738288] [ 0.33139236 0.63025531 0.43966618 0.80031284 0.53256604] [ 0.76172016 0.46175542 0.57935654 0.23159559 0.39747139] [ 0.57050677 0.35506209 0.4710574 0.47244457 0.64835672] [ 0.61082908 0.50686837 0.43529043 0.49580508 0.43179851] [ 0.63565302 0.39608004 0.53587581 0.41800298 0.40602001] [ 0.6764399 0.36685694 0.55179443 0.30462438 0.41244247] [ 0.2926488 0.42529364 0.6295516 0.77927046 0.57534403] [ 0.24499872 0.4794706 0.41833589 0.84652364 0.52152793] [ 0.4436248 0.38068969 0.55906613 0.80164671 0.41798179] [ 0.54629067 0.39096742 0.49546311 0.34129404 0.47397583] [ 0.77733745 0.27164175 0.45609008 0.27931557 0.36390691] [ 0.72856856 0.37877507 0.61456035 0.19221058 0.49820052] [ 0.40846063 0.64377964 0.47605322 0.73776535 0.45098501] [ 0.75218145 0.46085103 0.58227482 0.36691095 0.43765959] [ 0.58768496 0.49910372 0.69175174 0.52274835 0.34328813] [ 0.38282279 0.60670698 0.2837466 0.8217974 0.46893662] [ 0.45048782 0.4107273 0.60116692 0.56795108 0.35562323] [ 0.66491647 0.42479507 0.38451262 0.52816513 0.39962666] [ 0.74817599 0.40824587 0.51258866 0.17771847 0.2304056 ] [ 0.66106038 0.51409411 0.54126705 0.45295893 0.48656303] [ 0.44733584 0.346311 0.58987672 0.62984668 0.55797637] [ 0.57649882 0.46677306 0.64214832 0.57343961 0.37793313] [ 0.58405187 0.64064401 0.49547098 0.51879348 0.52157844] [ 0.60749424 0.37603945 0.60788349 0.47193423 0.41397533] [ 0.69071559 0.48265419 0.59835628 0.33648965 0.48321147] [ 0.6238085 0.54238283 0.4936886 0.55495722 0.55216963] [ 0.56753463 0.50054966 0.51822693 0.56413278 0.53301746] [ 0.5609824 0.51928822 0.49888729 0.5232629 0.47846401] [ 0.72502292 0.47571094 0.57767934 0.21639092 0.38284459] [ 0.38799722 0.54870084 0.47876789 0.57411833 0.35876114] [ 0.60389675 0.42644405 0.54255006 0.38409675 0.492524 ] [ 0.56040427 0.44356698 0.4091825 0.65049319 0.44897989] [ 0.37354348 0.42850808 0.43931093 0.63146525 0.58640585] [ 0.51031526 0.36621465 0.49510029 0.59777726 0.28380686] [ 0.60630267 0.51202983 0.54073901 0.22631384 0.60090595] [ 0.66644171 0.55870887 0.47970774 0.4818118 0.37417589] [ 0.55873492 0.39807304 0.48920203 0.41186262 0.5054688 ] [ 0.55432117 0.56941292 0.51298864 0.60565309 0.46745684] [ 0.53055954 0.37941186 0.48412282 0.5580175 0.36173695] [ 0.46413621 0.53402861 0.5592782 0.53243336 0.56400144] [ 0.59959408 0.5872281 0.38061112 0.53979733 0.32078181] [ 0.57793257 0.42015811 0.4918737 0.28439782 0.43159821] [ 0.34564745 0.48447772 0.45204225 0.67254855 0.4434723 ] [ 0.46051574 0.55299615 0.38522158 0.49802071 0.39162016] [ 0.64981858 0.35270632 0.46032299 0.46537012 0.47248 ] [ 0.39357609 0.49234977 0.43979189 0.62449851 0.57712833] [ 0.43550289 0.49363372 0.60678633 0.74421092 0.46112471] [ 0.35555229 0.53479148 0.4840563 0.76280139 0.38454787] [ 0.478661 0.43835807 0.44585769 0.72964088 0.30543385] [ 0.41825131 0.42361584 0.55072992 0.7386594 0.45315396] [ 0.58852204 0.49784309 0.42579851 0.38644042 0.47496163] [ 0.35201118 0.6242034 0.34306882 0.76021891 0.52030207] [ 0.35849971 0.47453939 0.40992219 0.56735552 0.49716209] [ 0.76155385 0.46321625 0.53350197 0.14804427 0.43745556] [ 0.71267756 0.54492033 0.54358708 0.39863242 0.47097221] [ 0.26991245 0.66287667 0.336021 0.86481545 0.35994695] [ 0.20460976 0.36206077 0.45700806 0.84459403 0.48204925] [ 0.46198297 0.50711519 0.47984236 0.56834622 0.35425911] [ 0.58263699 0.47047049 0.4087071 0.49767609 0.39559745] [ 0.52148128 0.6258263 0.43379313 0.68190822 0.4356136 ] [ 0.46517533 0.55981878 0.43113186 0.66949215 0.42187216] [ 0.49603706 0.53405177 0.42977663 0.58248619 0.36985475] [ 0.75218145 0.46085103 0.58227482 0.36691095 0.43765959] [ 0.31494431 0.56908966 0.59130709 0.7426364 0.56483799] [ 0.39252932 0.43322247 0.61114527 0.75318477 0.31811299] [ 0.66104025 0.4029561 0.55299114 0.43707186 0.42295711] [ 0.55315285 0.53422143 0.54919915 0.38729133 0.58923839] [ 0.41084595 0.65261321 0.36182135 0.73084867 0.41943219] [ 0.26070032 0.62386372 0.36160022 0.87649275 0.41510064] [ 0.61395965 0.51114531 0.53354556 0.57417417 0.4062049 ] [ 0.36360382 0.61589778 0.52483768 0.77995703 0.56967539] [ 0.48704794 0.44182163 0.52985886 0.61961686 0.35757668] [ 0.42556615 0.54188051 0.52416068 0.74347164 0.44965187] [ 0.38356836 0.46206304 0.52635041 0.63145032 0.5216685 ] [ 0.53944221 0.40732578 0.38528852 0.65830631 0.48961275] [ 0.57145258 0.39637589 0.53849788 0.46382128 0.38302123] [ 0.76318462 0.49577599 0.45194579 0.35469266 0.41250295] [ 0.25530286 0.46082112 0.48727853 0.83407251 0.47528845] [ 0.50271986 0.48487873 0.42187191 0.4492586 0.51480804] [ 0.4219863 0.49984877 0.61894275 0.79064544 0.41945264] [ 0.48191057 0.52161944 0.48401934 0.48103426 0.39470896] [ 0.66036281 0.37392908 0.47058969 0.46392027 0.49222573] [ 0.67824975 0.41030835 0.52287713 0.27856766 0.46515042] [ 0.41831936 0.50144381 0.53650761 0.77278163 0.41447238] [ 0.78995509 0.49047057 0.51944704 0.43015226 0.31614803] [ 0.66302576 0.54837417 0.44419788 0.49261711 0.33553006] [ 0.53044408 0.44869006 0.51403983 0.71277178 0.27682487] [ 0.4476807 0.46432955 0.54997244 0.74484123 0.5657911 ] [ 0.62053007 0.48122261 0.51666535 0.61881333 0.36191661] Progress: 8.2% ... Training loss: 0.778 ... Validation loss: 1.301[ 0.49675011 0.4809915 0.53175905 0.62249028 0.52613826] [ 0.41887552 0.588934 0.44890125 0.71422249 0.38477148] [ 0.69176511 0.45570606 0.55505798 0.22682849 0.45812628] [ 0.62894278 0.50091295 0.36711768 0.62160175 0.46646651] [ 0.63741566 0.51088244 0.57692249 0.56916772 0.42854103] [ 0.58771759 0.66239302 0.55618821 0.56500921 0.46400675] [ 0.29644582 0.43859987 0.42218888 0.84246931 0.49584232] [ 0.42607572 0.44386222 0.65086746 0.8052581 0.33730912] [ 0.52852498 0.58934859 0.37358247 0.61983165 0.41864002] [ 0.54776923 0.60174875 0.53759587 0.48015693 0.50671631] [ 0.45182945 0.55956395 0.40635463 0.71353873 0.46381565] [ 0.62803651 0.40189563 0.52808507 0.29394316 0.36385557] [ 0.65632806 0.49295986 0.44532045 0.4441085 0.4608611 ] [ 0.46324822 0.49040653 0.40606584 0.47247378 0.48498049] [ 0.69231592 0.55113661 0.60542847 0.3351409 0.5167346 ] [ 0.57805732 0.40830633 0.54472535 0.44356759 0.510201 ] [ 0.5534603 0.54834078 0.42135124 0.47716153 0.32368743] [ 0.49075605 0.38828333 0.42379706 0.58470627 0.36348525] [ 0.30146063 0.49876018 0.55705303 0.71370085 0.48084192] [ 0.4963205 0.57831975 0.33575493 0.52366449 0.43063535] [ 0.67694503 0.51361651 0.42643233 0.47302955 0.40994451] [ 0.73151875 0.35289204 0.55588081 0.3052529 0.34739835] [ 0.66687747 0.43303541 0.43367399 0.31260322 0.41498612] [ 0.51024191 0.36628309 0.49508298 0.59774049 0.28383973] [ 0.47240419 0.51425885 0.39498119 0.54267759 0.46360331] [ 0.53797285 0.55280359 0.3691015 0.7481848 0.3790935 ] [ 0.7360365 0.40285385 0.48883662 0.38279846 0.47143818] [ 0.6372475 0.51632172 0.44444911 0.74382307 0.42782473] [ 0.82559156 0.44816449 0.55674166 0.12859969 0.34263585] [ 0.69236513 0.54596441 0.28212105 0.45951834 0.35785272] [ 0.27309023 0.44988357 0.43186653 0.88650512 0.43269575] [ 0.62984357 0.5078867 0.52437306 0.41179322 0.50714999] [ 0.42950447 0.58960359 0.44243881 0.67666202 0.54375463] [ 0.63846583 0.4609714 0.39490355 0.29523269 0.39010679] [ 0.54960418 0.47789095 0.53676961 0.43568005 0.57195339] [ 0.31900414 0.5052885 0.61739312 0.76313562 0.4824629 ] [ 0.29349786 0.47332292 0.52122876 0.75773137 0.53394081] [ 0.62331253 0.54729642 0.54064907 0.32741982 0.59147234] [ 0.65456771 0.38235841 0.52699465 0.42078939 0.44086282] [ 0.38884529 0.45078667 0.48908008 0.77249846 0.36460203] [ 0.4665846 0.59565242 0.31237085 0.72298046 0.39434663] [ 0.62451387 0.49295603 0.44132837 0.4017467 0.56623643] [ 0.35542923 0.47620916 0.39561306 0.74327714 0.53061468] [ 0.66418687 0.44493293 0.57863227 0.28836041 0.43188241] [ 0.59625347 0.6212952 0.48550741 0.67021851 0.46877681] [ 0.47843369 0.47351207 0.57413596 0.70465099 0.33572523] [ 0.54465516 0.59459017 0.55734232 0.57497949 0.42662175] [ 0.73796734 0.35043552 0.48930727 0.27470765 0.36223624] [ 0.5984722 0.46318754 0.39949522 0.51578008 0.34088098] [ 0.52251166 0.41886548 0.57543075 0.34641755 0.46222662] [ 0.53382145 0.44276078 0.56126265 0.43451756 0.41861573] [ 0.6044378 0.56403565 0.36745747 0.63050767 0.45122216] [ 0.34625044 0.58900359 0.43643639 0.75755107 0.33907314] [ 0.28444348 0.55731225 0.4699407 0.88158338 0.50785371] [ 0.31698824 0.37294818 0.46180072 0.8146698 0.41799533] [ 0.74096413 0.36989579 0.62315208 0.22925085 0.5084705 ] [ 0.72119583 0.41365031 0.46722779 0.29524263 0.49490939] [ 0.26484181 0.48599767 0.50546769 0.76114086 0.41771571] [ 0.52076196 0.42293971 0.41185782 0.50691833 0.32772099] [ 0.39402567 0.64549149 0.45670116 0.71203163 0.47806517] [ 0.52719549 0.38701532 0.48459289 0.67067381 0.52628413] [ 0.43937115 0.45828263 0.45505348 0.7319321 0.30728458] [ 0.56067043 0.60837293 0.62343499 0.63530187 0.42324185] [ 0.55236716 0.46661102 0.60049463 0.42070142 0.56379369] [ 0.66485447 0.46039631 0.46043961 0.41795615 0.39080688] [ 0.20823614 0.47448202 0.56573577 0.750694 0.62754565] [ 0.22885802 0.45537538 0.56581278 0.85145218 0.4938726 ] [ 0.23192527 0.57220049 0.44745266 0.85552303 0.45569978] [ 0.55817572 0.50150522 0.52894458 0.41142248 0.40121375] [ 0.65467737 0.46830754 0.51568032 0.28385544 0.4961329 ] [ 0.65393796 0.49573959 0.41441433 0.57049536 0.33731515] [ 0.49960578 0.58236727 0.50861337 0.75621961 0.45793493] [ 0.70341034 0.48840507 0.49727737 0.31402932 0.42149176] [ 0.30654634 0.52533858 0.39584278 0.65568231 0.37463071] [ 0.23831897 0.50333594 0.50645246 0.871411 0.52740262] [ 0.55202337 0.66880803 0.30464406 0.6462952 0.39106849] [ 0.62525062 0.36480922 0.42380812 0.45094888 0.47921984] [ 0.46599603 0.41141818 0.59747439 0.5122103 0.51919922] [ 0.548732 0.56990258 0.55222979 0.60193435 0.55845284] [ 0.48150563 0.48850508 0.56659667 0.77780778 0.39892327] [ 0.42307491 0.36581623 0.53504202 0.63714705 0.48372751] [ 0.62073541 0.47596093 0.61483315 0.27605786 0.59029271] [ 0.39176695 0.55041676 0.36739884 0.57631535 0.52757161] [ 0.28772955 0.50384397 0.56705128 0.7266955 0.49096823] [ 0.76698961 0.5109808 0.56996895 0.25322974 0.5041892 ] [ 0.77661823 0.44741015 0.4782647 0.19454687 0.38705556] [ 0.81688711 0.37271595 0.5873202 0.14694105 0.36633417] [ 0.54230688 0.43775418 0.54034389 0.41288915 0.32265106] [ 0.71877885 0.46982139 0.44508328 0.42518769 0.4415414 ] [ 0.37358795 0.42908025 0.53287414 0.70670136 0.32944921] [ 0.53255911 0.44686388 0.46852484 0.61422108 0.36893222] [ 0.64758322 0.43370711 0.58616535 0.54519827 0.38881802] [ 0.35719294 0.64872388 0.44115168 0.71789879 0.51054205] [ 0.59990709 0.39722593 0.60123615 0.46559112 0.3570814 ] [ 0.78235465 0.44893289 0.53768197 0.33081815 0.45114256] [ 0.72088084 0.51730783 0.50697993 0.43709855 0.33495733] [ 0.61021266 0.48711401 0.47364041 0.43272576 0.39180624] [ 0.6928879 0.39724035 0.52605134 0.19543049 0.5018994 ] [ 0.71987553 0.49657231 0.4486639 0.24037894 0.37779048] [ 0.60501789 0.53676466 0.48628946 0.56677584 0.37896477] [ 0.47140482 0.55663718 0.38292475 0.54041599 0.44616155] [ 0.49316098 0.49940961 0.53206993 0.70168642 0.3380486 ] [ 0.40862294 0.41939242 0.55991632 0.65609473 0.48666106] [ 0.56381779 0.56635699 0.4001067 0.54507454 0.41436458] [ 0.43754592 0.4400693 0.59352354 0.60077734 0.46536091] [ 0.78752874 0.39943396 0.65665575 0.18674343 0.39031 ] [ 0.67743467 0.51856048 0.55373537 0.43892653 0.3662905 ] [ 0.50191508 0.5526346 0.49694071 0.50260273 0.51727778] [ 0.48665241 0.40200708 0.59664549 0.5758332 0.36126667] [ 0.43024577 0.61421676 0.38052079 0.81864808 0.53026721] [ 0.26513896 0.5127563 0.47343148 0.87579526 0.56020996] [ 0.52751724 0.6320373 0.49873458 0.58011316 0.3969542 ] [ 0.45761098 0.57742514 0.45813481 0.65211325 0.45418425] [ 0.48001377 0.5649635 0.41014251 0.61035 0.57524929] [ 0.24210279 0.52686119 0.46520535 0.88606651 0.50192663] [ 0.39211826 0.4817891 0.57142725 0.77111176 0.37681531] [ 0.48549071 0.41751995 0.57121568 0.44384929 0.35497007] [ 0.43709206 0.55349498 0.51690279 0.52347355 0.47863089] [ 0.46980509 0.54306762 0.50950824 0.65506184 0.44626513] [ 0.38353349 0.58988455 0.52289213 0.49618129 0.48735482] [ 0.75597644 0.41372968 0.5961899 0.23473322 0.45858798] [ 0.32894552 0.4659863 0.48147553 0.86313177 0.47682654] [ 0.69746847 0.48010381 0.50716594 0.44077949 0.47664686] [ 0.26868175 0.42601884 0.49356253 0.88756807 0.55163966] [ 0.43080459 0.52319623 0.57662614 0.70900823 0.44449446] [ 0.41849775 0.54742725 0.41760942 0.75846511 0.32691956] [ 0.60222513 0.40102614 0.44096743 0.70568534 0.27965865] [ 0.21560356 0.40074728 0.48515268 0.79079523 0.53647563] Progress: 8.2% ... Training loss: 0.777 ... Validation loss: 1.304[ 0.73463639 0.4439349 0.52743727 0.35523891 0.46398676] [ 0.5580638 0.41632756 0.46333067 0.56658643 0.26462072] [ 0.45540307 0.50181647 0.39401992 0.78737927 0.31942783] [ 0.55543562 0.48678837 0.54713034 0.54506344 0.52738493] [ 0.56794002 0.53803361 0.46427585 0.54966296 0.43563397] [ 0.5109901 0.4212647 0.54674619 0.59958591 0.36292913] [ 0.83148322 0.47209627 0.35005362 0.33369937 0.25573016] [ 0.5993619 0.51650157 0.44453678 0.57761057 0.46781242] [ 0.49633654 0.45335158 0.45207284 0.65204726 0.32510196] [ 0.4037371 0.50907678 0.49693732 0.7432772 0.40311757] [ 0.59297824 0.40617058 0.39915865 0.55614402 0.32003221] [ 0.70595881 0.55733197 0.41174225 0.52352235 0.30088896] [ 0.57298242 0.52591777 0.56928126 0.41793028 0.47162919] [ 0.2234667 0.43519382 0.41258481 0.91629416 0.50194986] [ 0.45463414 0.57464826 0.42300363 0.5696041 0.3976426 ] [ 0.27340405 0.38357068 0.47103873 0.77235762 0.49382328] [ 0.47175225 0.58261498 0.41649493 0.65980908 0.33485091] [ 0.73583556 0.54066154 0.49156518 0.30135403 0.3948265 ] [ 0.33258543 0.43691098 0.66268786 0.62177972 0.42659186] [ 0.51641929 0.50955124 0.49068653 0.78191026 0.4518462 ] [ 0.40650884 0.41243532 0.44731277 0.65477842 0.34240758] [ 0.67738371 0.36641203 0.55190654 0.30417194 0.41226979] [ 0.71401601 0.44824413 0.56874947 0.20700866 0.46512928] [ 0.37893784 0.39923592 0.49284684 0.72530221 0.38618094] [ 0.46358726 0.46584507 0.58472605 0.7554078 0.46060648] [ 0.56454548 0.53887279 0.54082762 0.45163067 0.52266718] [ 0.47458276 0.60874123 0.53521428 0.53099076 0.45472085] [ 0.5131679 0.43175188 0.54715442 0.36710664 0.49653864] [ 0.56066449 0.56052844 0.41734216 0.42854974 0.437724 ] [ 0.65333839 0.61542301 0.56212626 0.44815477 0.45461974] [ 0.70861764 0.41856285 0.60834676 0.27837592 0.39333628] [ 0.52037385 0.43723742 0.50111122 0.64646906 0.29655141] [ 0.22881505 0.38879114 0.51989823 0.80205496 0.47221505] [ 0.61316309 0.53808893 0.53335626 0.63126594 0.51654963] [ 0.25291509 0.52618337 0.52385681 0.84695385 0.60398574] [ 0.75377431 0.35119967 0.60144675 0.22843887 0.45627554] [ 0.25546553 0.4691611 0.44745948 0.7353119 0.3968727 ] [ 0.63723665 0.44902383 0.51543087 0.45540339 0.47029281] [ 0.70770123 0.53143473 0.39404458 0.43493869 0.32800637] [ 0.27927599 0.44920026 0.54333696 0.66275971 0.43782764] [ 0.77945619 0.47633309 0.51607922 0.35305576 0.38186003] [ 0.53502864 0.5000379 0.55922617 0.72404343 0.42761432] [ 0.19759723 0.5883508 0.41829039 0.63444122 0.51802186] [ 0.77303091 0.47074526 0.5221343 0.33961567 0.41951148] [ 0.5417741 0.47781947 0.66229951 0.58152029 0.45592325] [ 0.44368169 0.5315096 0.49250453 0.58013609 0.44160651] [ 0.38336815 0.35760077 0.62713623 0.32235096 0.60795735] [ 0.51964147 0.60985615 0.56582635 0.67111295 0.37351756] [ 0.3906726 0.46078834 0.41630371 0.7556489 0.33136092] [ 0.58701967 0.46691432 0.46112503 0.46458957 0.46789239] [ 0.64080093 0.50672644 0.47800899 0.46661588 0.36444919] [ 0.55178145 0.54254999 0.57599311 0.5072062 0.42120685] [ 0.26379601 0.47156793 0.65285265 0.76810528 0.58167689] [ 0.29482572 0.61653065 0.42021518 0.71172136 0.40945847] [ 0.62437023 0.52490924 0.57633676 0.2710432 0.52286092] [ 0.71187264 0.38889016 0.50893655 0.29934667 0.38321178] [ 0.53016379 0.45088977 0.54612606 0.46304961 0.36631551] [ 0.53993395 0.54682306 0.42461359 0.64088262 0.32496463] [ 0.79403423 0.52155082 0.49655729 0.23808156 0.43059861] [ 0.32234519 0.36436558 0.6521973 0.70083883 0.46136208] [ 0.55665663 0.59284308 0.38818938 0.4623806 0.53085129] [ 0.59338036 0.66392241 0.31527651 0.52800038 0.34490079] [ 0.34618666 0.51969018 0.43479646 0.73076005 0.47776028] [ 0.54390633 0.47082852 0.51418632 0.58529566 0.44783561] [ 0.50631518 0.42181506 0.61823102 0.32229492 0.56877679] [ 0.43275827 0.48207956 0.43305947 0.6583703 0.54762472] [ 0.7087076 0.37717656 0.47366179 0.2589975 0.31742203] [ 0.56794287 0.42511606 0.51831797 0.5493111 0.40628529] [ 0.2902575 0.48053047 0.58212098 0.7517933 0.35793269] [ 0.68232532 0.53172206 0.52289532 0.46026123 0.50841827] [ 0.33966095 0.60915044 0.35498289 0.74922272 0.43222131] [ 0.40319393 0.39924736 0.47332743 0.76505179 0.3490436 ] [ 0.76796098 0.54791723 0.5717424 0.49747059 0.39698313] [ 0.47011098 0.46612265 0.68496728 0.72723686 0.42105824] [ 0.76060249 0.53684776 0.54809345 0.42278462 0.33771084] [ 0.63216274 0.57644263 0.4442581 0.68038686 0.36182896] [ 0.48385656 0.38257386 0.59915849 0.51829533 0.39406507] [ 0.68709296 0.36290291 0.46573791 0.29778343 0.45235919] [ 0.80088155 0.47363051 0.45806112 0.28209713 0.31003353] [ 0.49291235 0.41680613 0.56461251 0.48628074 0.47987487] [ 0.37685527 0.61400636 0.45568672 0.597267 0.48292641] [ 0.65605574 0.62252675 0.41261957 0.53496616 0.38288252] [ 0.63429343 0.49714748 0.44354792 0.53835254 0.36097504] [ 0.67394176 0.56507677 0.59108788 0.46137023 0.44209781] [ 0.44296514 0.36502849 0.62039776 0.59044213 0.4124627 ] [ 0.81778084 0.49761343 0.4055813 0.43969027 0.28586247] [ 0.45452093 0.58915627 0.47000583 0.58468331 0.46354121] [ 0.36510338 0.49482742 0.41159327 0.5756713 0.40905793] [ 0.7319877 0.44691643 0.47913504 0.43932173 0.4460713 ] [ 0.62321062 0.63559853 0.55290908 0.46906083 0.47310698] [ 0.49247517 0.57265179 0.51457552 0.67881159 0.57131825] [ 0.69800054 0.50485166 0.54533595 0.37793345 0.42896922] [ 0.58560145 0.38488676 0.44391448 0.46754896 0.45444541] [ 0.65761846 0.36006306 0.55684354 0.41451907 0.51977773] [ 0.72005744 0.41295783 0.61529155 0.34654571 0.51171816] [ 0.70308265 0.35962852 0.49610829 0.23684418 0.36016857] [ 0.49016566 0.49494452 0.60067194 0.58911378 0.33391393] [ 0.5307639 0.44503558 0.43571859 0.4070843 0.43648901] [ 0.20913737 0.4192007 0.52286743 0.83258701 0.50441296] [ 0.5993619 0.51650157 0.44453678 0.57761057 0.46781242] [ 0.55486452 0.54778966 0.42550375 0.60821019 0.3124026 ] [ 0.52952481 0.50070166 0.47222724 0.63344941 0.53715999] [ 0.4978523 0.49976607 0.5461204 0.65580201 0.38532636] [ 0.33939334 0.42199536 0.45320261 0.79450364 0.50859356] [ 0.55465252 0.58848298 0.48655989 0.54115858 0.440838 ] [ 0.36656136 0.47381092 0.53924481 0.75523728 0.33415606] [ 0.65395258 0.52537509 0.53307014 0.45592256 0.29552551] [ 0.69591928 0.37061001 0.43104739 0.4451841 0.46319974] [ 0.21314289 0.54726523 0.45865373 0.76588717 0.49346719] [ 0.59033481 0.38236165 0.51374451 0.34530901 0.48319119] [ 0.25485528 0.53152884 0.42617852 0.89105774 0.4033748 ] [ 0.53930518 0.58074781 0.44100627 0.5232858 0.47948416] [ 0.52686758 0.48944926 0.50736885 0.44845431 0.47040744] [ 0.34907628 0.58029922 0.39518726 0.77630148 0.50878061] [ 0.71043913 0.4705644 0.57433912 0.27326705 0.44810863] [ 0.59310483 0.37939098 0.4855409 0.44788054 0.45693718] [ 0.31794111 0.55196626 0.41508774 0.66810695 0.44351214] [ 0.31995489 0.48381595 0.33400691 0.89548728 0.42864811] [ 0.3910183 0.56696493 0.45345541 0.62016845 0.49648855] [ 0.66457366 0.42457441 0.50898433 0.23999519 0.60241987] [ 0.46279825 0.52554026 0.43902757 0.66585035 0.38435381] [ 0.4702114 0.64601299 0.38266795 0.69235806 0.48651635] [ 0.32132979 0.3710081 0.62496397 0.73055881 0.40841329] [ 0.44943579 0.46164943 0.4998979 0.69032206 0.3470513 ] [ 0.40577454 0.57913404 0.49231649 0.69074263 0.48367972] [ 0.34085776 0.46602335 0.57399855 0.79213289 0.43513658] [ 0.68722624 0.49021164 0.34277198 0.24968917 0.27729745] [ 0.32277931 0.59666879 0.33123456 0.74257272 0.55850011] Progress: 8.2% ... Training loss: 0.776 ... Validation loss: 1.307[ 0.18768699 0.57057134 0.40341866 0.87748399 0.51948365] [ 0.64014614 0.53982423 0.41571256 0.53055668 0.34062518] [ 0.22973181 0.44082765 0.52886506 0.69850066 0.49347965] [ 0.50483087 0.3542666 0.59721968 0.62100317 0.46977123] [ 0.43792739 0.44451814 0.48217627 0.81046433 0.46476947] [ 0.24103764 0.49838481 0.35293284 0.85309655 0.35841309] [ 0.71286343 0.44360022 0.60379531 0.31961274 0.51348598] [ 0.71040328 0.53731885 0.55339842 0.40451637 0.49492261] [ 0.46218881 0.45651001 0.5991323 0.33001946 0.67828228] [ 0.50186532 0.45864188 0.51973345 0.37492554 0.43960961] [ 0.65965365 0.46420437 0.54087355 0.38373039 0.50229617] [ 0.5856745 0.51673732 0.42134289 0.53189635 0.44435158] [ 0.48811768 0.47460873 0.39970218 0.33196925 0.47246632] [ 0.63474062 0.59749555 0.52629977 0.58795062 0.43283852] [ 0.54581845 0.45458309 0.58424641 0.34092968 0.61247604] [ 0.57997076 0.52554206 0.55027901 0.49339458 0.39473088] [ 0.76673759 0.34011096 0.59230876 0.245662 0.38148936] [ 0.61370123 0.52421642 0.46366767 0.31583935 0.50046859] [ 0.36470232 0.48209622 0.5106966 0.71863489 0.41015415] [ 0.57346684 0.37243283 0.53214347 0.59397575 0.39145333] [ 0.43560796 0.36268868 0.62119708 0.63580639 0.4850159 ] [ 0.36785957 0.45828009 0.64348621 0.78247227 0.56765251] [ 0.65251776 0.41577509 0.67586244 0.42124011 0.4140597 ] [ 0.70236946 0.44681639 0.64284932 0.4796612 0.36461769] [ 0.75195158 0.41141522 0.62598749 0.21606945 0.45850518] [ 0.62885309 0.41764555 0.48411368 0.24059466 0.38483149] [ 0.62802123 0.46390665 0.59056002 0.48887351 0.44958383] [ 0.53905479 0.61756133 0.51363747 0.48435234 0.428557 ] [ 0.65224609 0.61188606 0.37114268 0.60023594 0.4975149 ] [ 0.34225353 0.53555396 0.53236438 0.55135281 0.41229883] [ 0.76901275 0.46853471 0.48124055 0.26124847 0.30540302] [ 0.38426982 0.59447939 0.38050012 0.80689864 0.51818843] [ 0.73776189 0.46259164 0.45376064 0.44876321 0.36171434] [ 0.29379006 0.52149622 0.41314152 0.80006356 0.54008526] [ 0.49595348 0.42947982 0.50507934 0.29982869 0.47572888] [ 0.56081551 0.47967879 0.60725819 0.61326696 0.45774124] [ 0.79065465 0.45051611 0.47375008 0.32836752 0.24801629] [ 0.65070375 0.50014515 0.44001781 0.62786383 0.47274332] [ 0.74430637 0.45282632 0.66792451 0.33168177 0.45151979] [ 0.54003797 0.61116465 0.46054742 0.52045178 0.44233906] [ 0.40960441 0.41401315 0.41647889 0.51089671 0.67740756] [ 0.45189526 0.41489202 0.4877611 0.65319567 0.38672401] [ 0.50157902 0.3704639 0.50310794 0.77676465 0.37841415] [ 0.31313416 0.54271843 0.55437853 0.81835484 0.49741474] [ 0.6861902 0.44523244 0.47816279 0.23648229 0.47143232] [ 0.44222598 0.51754862 0.47431837 0.52735188 0.50926784] [ 0.67477325 0.38431918 0.56865526 0.24205397 0.37725229] [ 0.58301511 0.42888357 0.37139354 0.38297501 0.42072477] [ 0.4317259 0.43998337 0.54708408 0.60455227 0.45069939] [ 0.65847942 0.42013373 0.51092688 0.31715718 0.29753187] [ 0.72215602 0.32867812 0.40327383 0.30749855 0.46149267] [ 0.23006817 0.49901617 0.59753283 0.8046122 0.62869592] [ 0.72310046 0.55383721 0.55028122 0.29399099 0.49642801] [ 0.26783402 0.46490298 0.57443645 0.71844481 0.39080055] [ 0.51813729 0.53602913 0.4411199 0.63705351 0.35761789] [ 0.51679589 0.51494332 0.44259539 0.55160107 0.55183142] [ 0.37607203 0.38089321 0.38967348 0.70598516 0.57966343] [ 0.66807686 0.3036869 0.49435994 0.30387534 0.44266148] [ 0.61055587 0.6088158 0.46634907 0.54877013 0.41173332] [ 0.50649534 0.655601 0.20911774 0.58665956 0.32939279] [ 0.31321596 0.54070476 0.44695471 0.75611548 0.37534268] [ 0.41358143 0.33148513 0.51257362 0.70066713 0.46825393] [ 0.4609088 0.51814607 0.3261652 0.65946683 0.52326549] [ 0.70547877 0.50795431 0.66040465 0.29141635 0.45508576] [ 0.18626343 0.49565024 0.4162966 0.90752808 0.3959181 ] [ 0.41628449 0.58537231 0.45573226 0.69934653 0.43079699] [ 0.36851827 0.44345151 0.45545905 0.79671949 0.36779084] [ 0.49954498 0.52374826 0.48873056 0.5161463 0.43004783] [ 0.6102129 0.46936966 0.57296188 0.24096539 0.55283493] [ 0.41419393 0.45428132 0.47680176 0.80101554 0.36740776] [ 0.372329 0.45811817 0.45230981 0.72069394 0.35185915] [ 0.57704474 0.53184089 0.61377982 0.41648649 0.4317505 ] [ 0.30288252 0.55037117 0.50836654 0.88462401 0.5334807 ] [ 0.51902214 0.48584223 0.48288518 0.4055698 0.44158309] [ 0.43792739 0.44451814 0.48217627 0.81046433 0.46476947] [ 0.22336241 0.45750757 0.50337121 0.81711876 0.51724628] [ 0.52866936 0.43552264 0.57154966 0.43644068 0.4840061 ] [ 0.23093579 0.5583405 0.56437142 0.84311835 0.44706081] [ 0.51088003 0.4664354 0.53013161 0.76073519 0.40600493] [ 0.58699037 0.51804369 0.48853154 0.41145563 0.4094941 ] [ 0.7037825 0.51525795 0.58301912 0.40345845 0.37155674] [ 0.36645332 0.42137225 0.37500506 0.86429765 0.3877238 ] [ 0.59449853 0.47773062 0.42841301 0.67673419 0.33077572] [ 0.54881471 0.44092527 0.66725937 0.56070356 0.42860694] [ 0.624484 0.48125082 0.41233438 0.42556605 0.33155816] [ 0.52462835 0.58185961 0.63955471 0.54193165 0.38524206] [ 0.47372229 0.47811752 0.34281917 0.59244269 0.39447413] [ 0.47913682 0.55213173 0.45266108 0.40469583 0.46080518] [ 0.68317337 0.51395529 0.55478121 0.43880793 0.4282624 ] [ 0.44368867 0.50118771 0.44455714 0.6162274 0.54469523] [ 0.73878414 0.41372378 0.46167793 0.43986565 0.46884488] [ 0.63549745 0.45885538 0.47066662 0.37623951 0.33957182] [ 0.44543227 0.59985874 0.43666574 0.58914068 0.41544489] [ 0.25900883 0.47886778 0.37661485 0.7022207 0.51771938] [ 0.46679109 0.51660826 0.41706104 0.48652796 0.44411187] [ 0.60645261 0.54071123 0.52105523 0.52011357 0.28259003] [ 0.42616548 0.37516765 0.45736355 0.65542816 0.5954717 ] [ 0.42004037 0.48195198 0.34792036 0.76394411 0.41882273] [ 0.68770421 0.42568035 0.39230811 0.4481633 0.4523003 ] [ 0.62900044 0.39861066 0.63920916 0.39335902 0.34427386] [ 0.7525593 0.39182989 0.56248844 0.18365861 0.41094441] [ 0.6363188 0.39339158 0.44441287 0.3060322 0.32996799] [ 0.58161652 0.41460504 0.51435211 0.47970823 0.55203669] [ 0.74541525 0.21587687 0.475638 0.2493376 0.45584201] [ 0.37769989 0.42283931 0.63734075 0.63753983 0.50134794] [ 0.51701064 0.35311332 0.5246744 0.49713729 0.60326608] [ 0.51308904 0.55831517 0.46086721 0.46195529 0.39380865] [ 0.49267591 0.50343037 0.41982608 0.50814843 0.31260858] [ 0.63722074 0.53529724 0.43982633 0.37576483 0.45849341] [ 0.79377246 0.41411407 0.4716182 0.27529499 0.36219186] [ 0.65627026 0.43118557 0.52994163 0.43531975 0.41251285] [ 0.52035268 0.42522969 0.47105752 0.47347993 0.50760055] [ 0.26006363 0.43266106 0.5599816 0.54051342 0.58878788] [ 0.33760186 0.54115236 0.55414701 0.80514668 0.47370017] [ 0.55571404 0.45525054 0.58256506 0.39763895 0.45444552] [ 0.35942539 0.43902786 0.54449317 0.61622464 0.42578842] [ 0.57596484 0.28134126 0.57215076 0.46650938 0.43347598] [ 0.71585976 0.34624099 0.42317129 0.34072406 0.36916055] [ 0.42628534 0.55415115 0.41861698 0.7499749 0.33483542] [ 0.13127222 0.49658133 0.40795113 0.8676666 0.47006277] [ 0.45318769 0.66664495 0.44635398 0.6542027 0.49973881] [ 0.3477911 0.63931257 0.36712548 0.67805214 0.37537128] [ 0.58822094 0.42366567 0.52853803 0.50179372 0.28679493] [ 0.66641037 0.37208885 0.57223336 0.27159172 0.50962276] [ 0.72882271 0.58203307 0.48334217 0.43849672 0.45003287] [ 0.61589088 0.51030936 0.53375259 0.57299434 0.40591389] [ 0.63791711 0.48945886 0.59160887 0.257902 0.54896256] [ 0.2499975 0.49613785 0.45189934 0.78536472 0.44417958] Progress: 8.3% ... Training loss: 0.775 ... Validation loss: 1.307[ 0.73867198 0.56280819 0.48947821 0.45901051 0.48057002] [ 0.44088383 0.49934097 0.50630878 0.80514319 0.38719461] [ 0.68556298 0.37595192 0.50926131 0.28542459 0.3855236 ] [ 0.38698609 0.57102991 0.415001 0.69404061 0.51586642] [ 0.77399525 0.4202071 0.5640355 0.27929677 0.45476298] [ 0.41551939 0.5109008 0.53773815 0.53506948 0.45480347] [ 0.30999479 0.58685526 0.49641533 0.79461867 0.44137442] [ 0.27775281 0.61802676 0.43797641 0.83146744 0.48412611] [ 0.59958931 0.40918245 0.57741599 0.35210412 0.42125657] [ 0.17459062 0.52944613 0.59520651 0.87374164 0.51548721] [ 0.39951256 0.63672554 0.59918794 0.55211745 0.5091152 ] [ 0.73959753 0.48808704 0.41058354 0.45745169 0.43225925] [ 0.64176678 0.46980084 0.57506934 0.44527666 0.41332141] [ 0.73633993 0.51523313 0.44256653 0.36771259 0.32818392] [ 0.58786486 0.5059687 0.49696962 0.26054468 0.52556022] [ 0.58047542 0.434911 0.54587904 0.47598742 0.54039228] [ 0.47464352 0.54807282 0.33306599 0.75209849 0.54649216] [ 0.5264301 0.58796013 0.45626715 0.52577079 0.35041406] [ 0.68659524 0.45433522 0.31039745 0.35853825 0.34018781] [ 0.51036786 0.45442713 0.46406027 0.76562563 0.32755651] [ 0.49440184 0.62572179 0.45464856 0.60857159 0.45668157] [ 0.30127226 0.54588554 0.62162955 0.67884901 0.62523812] [ 0.26613933 0.50214136 0.45051835 0.70861443 0.61675635] [ 0.72778204 0.52858264 0.55691261 0.27580033 0.51213808] [ 0.35054489 0.536623 0.48138202 0.66501487 0.48672514] [ 0.48153192 0.41992971 0.46948069 0.4125881 0.38457373] [ 0.68163713 0.35878924 0.60705258 0.19085508 0.51769546] [ 0.49054637 0.49350066 0.39316229 0.51780829 0.30993631] [ 0.48974781 0.60421272 0.38845828 0.63244429 0.42599801] [ 0.63398785 0.4843257 0.48080938 0.41393302 0.38068692] [ 0.72994336 0.37602209 0.60182526 0.3020388 0.45417414] [ 0.41237663 0.42732374 0.55688257 0.62818724 0.42286115] [ 0.553507 0.56594301 0.4491487 0.70669159 0.51108322] [ 0.64957793 0.39232955 0.48918322 0.60468108 0.30414866] [ 0.54227311 0.39530427 0.59152474 0.55643522 0.28104585] [ 0.70648606 0.39644867 0.62531635 0.23000108 0.39227173] [ 0.50285578 0.48296618 0.48470412 0.39561612 0.54658709] [ 0.39428909 0.48404422 0.45469084 0.62167644 0.5254846 ] [ 0.49312171 0.38001032 0.46264637 0.61301805 0.542593 ] [ 0.35074067 0.60298093 0.41605214 0.8728559 0.42098228] [ 0.58746681 0.50803218 0.44217089 0.40517453 0.38102614] [ 0.62666539 0.50805977 0.41331029 0.58793147 0.40710721] [ 0.45452577 0.48408032 0.53156945 0.74288457 0.32607935] [ 0.60567088 0.26554525 0.4339651 0.44516388 0.39752106] [ 0.72790776 0.36951817 0.48404381 0.17193517 0.35117245] [ 0.70012979 0.38838596 0.49929859 0.46583491 0.48761508] [ 0.5085275 0.31100104 0.42444785 0.54630662 0.4052846 ] [ 0.36559343 0.45598549 0.41132898 0.67451672 0.362415 ] [ 0.51735843 0.42394689 0.6296426 0.63240042 0.43751375] [ 0.72880113 0.41055809 0.38451651 0.34751787 0.28539002] [ 0.67942352 0.54279645 0.51383777 0.49520647 0.28081867] [ 0.36507199 0.50200393 0.57962542 0.74330181 0.44232164] [ 0.2677366 0.45105269 0.46181085 0.81874357 0.51526804] [ 0.38138422 0.55692098 0.43048751 0.71807359 0.5412514 ] [ 0.38699715 0.61767539 0.5021736 0.754055 0.56006 ] [ 0.39179973 0.6463968 0.45645237 0.71284009 0.47842008] [ 0.54775089 0.53081549 0.48288136 0.52064037 0.54755557] [ 0.3711863 0.45615496 0.61946194 0.79441968 0.41707859] [ 0.3284732 0.46793183 0.58950863 0.8095098 0.47781268] [ 0.72206905 0.36901156 0.52763264 0.25705863 0.34493362] [ 0.36548878 0.58364916 0.53085915 0.68637471 0.53285612] [ 0.42782155 0.50861244 0.58943033 0.67239967 0.47896131] [ 0.2738595 0.49569204 0.44530971 0.85147349 0.47249257] [ 0.62945501 0.29222858 0.59054456 0.4668176 0.60508561] [ 0.65728281 0.45566255 0.43629515 0.5214733 0.37708575] [ 0.21472539 0.52323887 0.47340035 0.89125288 0.49477166] [ 0.50126196 0.46680246 0.54685773 0.77684073 0.32945884] [ 0.65256041 0.6252832 0.4597356 0.54977142 0.34416379] [ 0.71752562 0.497799 0.44977184 0.31313547 0.3785777 ] [ 0.7008441 0.47917787 0.39840155 0.28136439 0.31743493] [ 0.69472288 0.55906261 0.39363394 0.32292109 0.28346356] [ 0.20503296 0.46180629 0.48233772 0.83242131 0.48908854] [ 0.71033139 0.34628221 0.59141963 0.23533733 0.41482249] [ 0.5955154 0.38923957 0.55920694 0.49822159 0.39864338] [ 0.23741689 0.54458877 0.50276826 0.69315204 0.4712636 ] [ 0.42507176 0.43921685 0.54904606 0.79337566 0.57516234] [ 0.32598759 0.43276882 0.43530946 0.72310928 0.39615056] [ 0.73655885 0.36956799 0.62793332 0.23062808 0.46470656] [ 0.79603218 0.49653962 0.41749489 0.18292058 0.25604394] [ 0.5130473 0.49885209 0.52039131 0.58010909 0.33835398] [ 0.45715305 0.42064743 0.37697148 0.55243554 0.3262969 ] [ 0.32725405 0.43863888 0.58729555 0.70081531 0.57319417] [ 0.18836257 0.43936249 0.54431595 0.76586679 0.48457311] [ 0.48640462 0.56885987 0.26055647 0.74945206 0.36120978] [ 0.24093499 0.52656276 0.63432956 0.81526818 0.63725958] [ 0.66616008 0.48008696 0.38341856 0.39995778 0.36090627] [ 0.38777069 0.46738332 0.57313737 0.59691714 0.4545071 ] [ 0.78942965 0.45576157 0.50772211 0.22790574 0.25054468] [ 0.52782511 0.65951754 0.49381699 0.71852838 0.51915499] [ 0.72777128 0.36903579 0.43345212 0.21420812 0.36898879] [ 0.68659957 0.48744451 0.57165455 0.25568969 0.45579309] [ 0.39138586 0.55060914 0.36735063 0.57619922 0.52765258] [ 0.31790331 0.56641054 0.48122466 0.67178882 0.41126698] [ 0.37805092 0.52910926 0.39989906 0.56274442 0.46417139] [ 0.73439707 0.44828111 0.37701044 0.42194642 0.45165098] [ 0.2699657 0.49723225 0.56606761 0.76699285 0.53661823] [ 0.41883271 0.51448079 0.3915824 0.74990466 0.5181046 ] [ 0.30866068 0.33278008 0.53752325 0.83507697 0.39019944] [ 0.4106596 0.54851269 0.2346755 0.73128656 0.43040818] [ 0.53001559 0.31891431 0.54540525 0.53804914 0.45148003] [ 0.59497278 0.30641229 0.56189189 0.50354172 0.49278194] [ 0.71106774 0.55593991 0.31526478 0.48870311 0.35229573] [ 0.40063311 0.42773248 0.54234704 0.70285382 0.47857132] [ 0.53947841 0.53984193 0.40014893 0.56760757 0.26961726] [ 0.58547588 0.41001803 0.441603 0.2700117 0.34997345] [ 0.58431568 0.4362047 0.51949977 0.44035077 0.35757564] [ 0.56583051 0.45399805 0.52380402 0.40069637 0.5462767 ] [ 0.22373171 0.49010747 0.50429092 0.88207017 0.52746127] [ 0.74048974 0.53218597 0.51307825 0.49947116 0.38690534] [ 0.35257856 0.59980229 0.46940881 0.74101249 0.37730921] [ 0.52220895 0.38439725 0.60897734 0.4464429 0.56866728] [ 0.47093642 0.6036242 0.51970675 0.73616475 0.31649151] [ 0.73317741 0.34409703 0.57067341 0.28845376 0.37124711] [ 0.29935993 0.53132994 0.51354376 0.80724878 0.3836784 ] [ 0.41182346 0.67380537 0.56326541 0.62646868 0.59340556] [ 0.17359921 0.45538365 0.58200428 0.8189314 0.63429514] [ 0.43573371 0.41458703 0.49757255 0.39292599 0.6217267 ] [ 0.79294567 0.39757587 0.47100201 0.17317284 0.24608318] [ 0.21621085 0.43224928 0.48237652 0.88607874 0.4892741 ] [ 0.84475233 0.42952269 0.50008935 0.15119733 0.34071722] [ 0.55980588 0.56863121 0.4362902 0.64141503 0.3313383 ] [ 0.7966151 0.46822193 0.50126399 0.25806227 0.25314271] [ 0.70393298 0.43418118 0.46447566 0.20987431 0.46263739] [ 0.5281827 0.331289 0.48594015 0.44992903 0.54434014] [ 0.65422537 0.49108409 0.4723803 0.44785616 0.3405024 ] [ 0.62698365 0.42591832 0.44202879 0.71033477 0.43198434] [ 0.30805871 0.51436004 0.52890848 0.83512117 0.40644254] [ 0.50630946 0.42086711 0.67254499 0.66695218 0.46319047] Progress: 8.3% ... Training loss: 0.774 ... Validation loss: 1.300[ 0.64291006 0.40647023 0.39648581 0.23290575 0.42696696] [ 0.79867177 0.34666763 0.5539755 0.2008023 0.35612254] [ 0.50841734 0.48590722 0.34452974 0.51756335 0.43762352] [ 0.47174531 0.49495943 0.4893538 0.73543977 0.38994407] [ 0.21529064 0.42267499 0.44664228 0.80471907 0.44768638] [ 0.24382569 0.45125708 0.45112398 0.84002812 0.39466085] [ 0.66300202 0.35963202 0.34629654 0.4888587 0.34870191] [ 0.8445894 0.40446511 0.55661577 0.20057547 0.30312481] [ 0.36761237 0.5878396 0.33957728 0.66392118 0.55653173] [ 0.65670138 0.38412794 0.5226492 0.32985257 0.5496735 ] [ 0.66358653 0.44250368 0.52319573 0.52661759 0.37741394] [ 0.31206963 0.43979958 0.54460971 0.6896973 0.39368351] [ 0.54201832 0.39231679 0.6031706 0.50309914 0.44107935] [ 0.50443363 0.59261785 0.51428935 0.73086352 0.54882962] [ 0.29307257 0.52318505 0.38253385 0.76563134 0.52119892] [ 0.54865953 0.45351086 0.4079906 0.51270231 0.44184922] [ 0.42614361 0.5293847 0.51455395 0.43459918 0.51883585] [ 0.7128776 0.49306529 0.5466642 0.3483846 0.49457296] [ 0.51840631 0.48880245 0.47349635 0.39638509 0.51923618] [ 0.41213413 0.55509764 0.38147896 0.74044749 0.42740779] [ 0.46942046 0.49038436 0.38550527 0.55484539 0.4860456 ] [ 0.48500766 0.47960711 0.39007371 0.55340937 0.42459906] [ 0.39535975 0.45225688 0.53586235 0.46173063 0.4873289 ] [ 0.46267584 0.56346618 0.48362827 0.52142531 0.33802187] [ 0.48835069 0.35626068 0.65080195 0.63190262 0.44721035] [ 0.20998599 0.52003418 0.4079143 0.85071173 0.47754362] [ 0.54048854 0.47382674 0.5924423 0.61090934 0.35406759] [ 0.3524899 0.42452933 0.56602305 0.5532582 0.54775822] [ 0.44094792 0.41813979 0.47105146 0.77524053 0.36983201] [ 0.75079551 0.54399742 0.55735635 0.35262601 0.45692693] [ 0.7822218 0.34561289 0.60585418 0.10337575 0.37783618] [ 0.37043254 0.46081336 0.4469242 0.69456126 0.54363543] [ 0.79631766 0.37862052 0.49539514 0.18826623 0.29338993] [ 0.34010421 0.43574907 0.63148299 0.84026796 0.46043149] [ 0.45013202 0.43184513 0.45778317 0.59765708 0.39674852] [ 0.44492514 0.42353837 0.47522578 0.67585348 0.65523406] [ 0.52479833 0.53934738 0.39200797 0.54768205 0.42248653] [ 0.56836981 0.59448566 0.60109644 0.35616045 0.55625738] [ 0.62921192 0.46338707 0.59069401 0.48827084 0.44939559] [ 0.28352378 0.43073797 0.5491411 0.90232593 0.53091205] [ 0.65324105 0.38950039 0.50127807 0.38531521 0.53072047] [ 0.18700164 0.49517333 0.50470539 0.88602301 0.43211821] [ 0.55153514 0.4328575 0.60383266 0.59514916 0.44500626] [ 0.49582717 0.3940455 0.49105155 0.55627812 0.44309837] [ 0.59526531 0.53218251 0.54865678 0.50533938 0.48080889] [ 0.30346275 0.56681755 0.4971037 0.81893469 0.40863959] [ 0.50691941 0.6125922 0.45680491 0.71440252 0.38875111] [ 0.63130691 0.47626655 0.53782234 0.35128488 0.34931335] [ 0.68088326 0.37173061 0.63194945 0.34174196 0.3910551 ] [ 0.706359 0.50741914 0.66052261 0.29098491 0.45489751] [ 0.45690662 0.4946617 0.46340586 0.57823109 0.57236788] [ 0.48404361 0.45278567 0.58945027 0.56865178 0.59965103] [ 0.52619508 0.50149818 0.44662736 0.48751515 0.42110179] [ 0.60031494 0.43564558 0.46562053 0.27553692 0.50854799] [ 0.52936251 0.44798944 0.43764026 0.49623967 0.41023717] [ 0.72628906 0.35475161 0.3884458 0.4840365 0.39910439] [ 0.80567097 0.32625637 0.51612658 0.26374957 0.32361002] [ 0.1644481 0.46695463 0.4948772 0.88762896 0.43548629] [ 0.70550067 0.45385854 0.51794138 0.1876375 0.47061589] [ 0.6307035 0.37557921 0.67970341 0.34960656 0.49606456] [ 0.6316475 0.50937181 0.57523413 0.47572958 0.37564239] [ 0.51587172 0.57845178 0.37852682 0.59652669 0.48281191] [ 0.70955271 0.34926602 0.48551974 0.37273924 0.43200235] [ 0.33849137 0.58962604 0.50199955 0.80362301 0.59230749] [ 0.52636017 0.57132199 0.50872733 0.52466547 0.4185047 ] [ 0.48515347 0.39828726 0.53853861 0.53896194 0.36553294] [ 0.52368253 0.38436469 0.56549451 0.6485287 0.44896693] [ 0.70724303 0.35886551 0.59640161 0.28706093 0.44353502] [ 0.3037111 0.54789789 0.4096708 0.58807196 0.43105428] [ 0.52056361 0.60960477 0.56589668 0.67069756 0.37342408] [ 0.46909215 0.53267881 0.62596852 0.54838696 0.52407204] [ 0.52993764 0.60699581 0.55592853 0.53908998 0.52948212] [ 0.65635753 0.48663633 0.4805096 0.32926652 0.40235872] [ 0.36003934 0.52419709 0.52830309 0.57793628 0.42641115] [ 0.58738456 0.50609445 0.49693386 0.26073246 0.52560557] [ 0.73939264 0.52209062 0.45917088 0.33334135 0.41786181] [ 0.58197626 0.35327755 0.551509 0.5036939 0.52683108] [ 0.20852854 0.42927435 0.57446006 0.71580526 0.42191944] [ 0.20122729 0.50736668 0.47810285 0.91005274 0.52825479] [ 0.59796147 0.59636189 0.40312326 0.5132333 0.35320108] [ 0.81232728 0.40567897 0.55850505 0.19673682 0.36350837] [ 0.37917262 0.45583866 0.51819285 0.78725836 0.36469517] [ 0.74786269 0.3505449 0.54431717 0.3689074 0.43130815] [ 0.44359851 0.46732408 0.51335794 0.71505562 0.4111029 ] [ 0.34395656 0.47074457 0.46400573 0.66266094 0.5241018 ] [ 0.65014429 0.42648221 0.45833993 0.33030765 0.45122821] [ 0.5006457 0.43302412 0.52946596 0.58851479 0.28650274] [ 0.69681523 0.53660952 0.5411566 0.54975625 0.42536469] [ 0.48735466 0.58562511 0.36098185 0.6924108 0.33953323] [ 0.32076671 0.45640508 0.64552831 0.72284981 0.56959883] [ 0.62585123 0.54748591 0.45528817 0.46751953 0.35891767] [ 0.58596702 0.47229856 0.54164087 0.51964183 0.53905123] [ 0.51961039 0.41150075 0.48277475 0.62458491 0.46531588] [ 0.54624951 0.38921124 0.62270565 0.39498168 0.49480357] [ 0.38453055 0.54747561 0.51912141 0.67546276 0.42116342] [ 0.27065027 0.47239195 0.46882008 0.76917135 0.50681351] [ 0.44592755 0.27290133 0.49253387 0.70360896 0.31996432] [ 0.67587897 0.57808594 0.38315654 0.45993685 0.30523633] [ 0.34003413 0.42696691 0.62371978 0.68612788 0.56292756] [ 0.47458492 0.46889531 0.52364926 0.50462854 0.4655934 ] [ 0.42215917 0.56066119 0.48377858 0.78679131 0.39991248] [ 0.20370285 0.50293711 0.4984976 0.88565951 0.47969506] [ 0.61905311 0.39823248 0.5579792 0.32176843 0.5316783 ] [ 0.48572842 0.43026306 0.58050684 0.6818758 0.45327933] [ 0.39618407 0.44374432 0.43544709 0.77060609 0.51047612] [ 0.65099551 0.43328172 0.61481616 0.64714095 0.39213158] [ 0.52357177 0.43516505 0.50001492 0.69598792 0.36265413] [ 0.50795978 0.40473449 0.53234527 0.59347751 0.3525959 ] [ 0.54829779 0.47174297 0.35572438 0.70788744 0.47771242] [ 0.47485185 0.66750862 0.30600118 0.7336545 0.46868273] [ 0.19223549 0.55442923 0.51862013 0.80801098 0.5468586 ] [ 0.37415221 0.60210401 0.38029592 0.72707587 0.4192905 ] [ 0.44557589 0.61785211 0.36057688 0.73627071 0.5092002 ] [ 0.49283827 0.40234389 0.51865589 0.61405708 0.40889988] [ 0.38617967 0.42752488 0.50754263 0.65631052 0.49462203] [ 0.79962941 0.44836883 0.39802287 0.25665487 0.23822232] [ 0.81771917 0.34811317 0.57423266 0.16748227 0.37997237] [ 0.73436765 0.31206156 0.63349014 0.18482051 0.45705161] [ 0.5750506 0.58142357 0.514705 0.59005141 0.6200502 ] [ 0.47458492 0.46889531 0.52364926 0.50462854 0.4655934 ] [ 0.56469173 0.50880866 0.5942112 0.40327933 0.39787465] [ 0.79677351 0.37575969 0.60733622 0.25923283 0.27730864] [ 0.74740114 0.34546624 0.51842222 0.23093585 0.43828642] [ 0.51133002 0.58328352 0.45295475 0.62245342 0.51898572] [ 0.57728857 0.51994788 0.44703048 0.37251333 0.39621665] [ 0.42488938 0.47101476 0.41314708 0.65973178 0.5134219 ] [ 0.38873436 0.48926191 0.58686881 0.72367904 0.49882594] [ 0.75151449 0.46345852 0.52659085 0.30211355 0.40926823] Progress: 8.4% ... Training loss: 0.773 ... Validation loss: 1.293[ 0.42929753 0.56069853 0.27693294 0.75892594 0.39279205] [ 0.69199918 0.52279226 0.44045129 0.35022732 0.50254663] [ 0.27013807 0.6043735 0.41217331 0.64475007 0.4067735 ] [ 0.64691107 0.43205762 0.39538538 0.35947695 0.30821418] [ 0.42529724 0.43872815 0.48734246 0.79432265 0.43852133] [ 0.37943522 0.52390964 0.42911868 0.71447711 0.51829896] [ 0.54378098 0.52955523 0.44859137 0.57593238 0.27975852] [ 0.77133769 0.46708901 0.48161282 0.26013228 0.30493808] [ 0.5530968 0.38420137 0.46890673 0.46077776 0.51296908] [ 0.3742252 0.58259936 0.35781702 0.63546716 0.52499737] [ 0.44050947 0.43741848 0.49855577 0.7355563 0.34419291] [ 0.67756996 0.55953957 0.57170005 0.41850546 0.46621191] [ 0.47597884 0.49953167 0.53234286 0.5262593 0.49277492] [ 0.65873967 0.40833935 0.42308611 0.39951146 0.42735702] [ 0.30089976 0.53246221 0.6016221 0.75970013 0.60438208] [ 0.70161401 0.37782638 0.58503334 0.28827117 0.45110825] [ 0.69420917 0.60540635 0.61134278 0.46504073 0.43190308] [ 0.69761325 0.60811651 0.35113982 0.51249531 0.33605676] [ 0.26575927 0.64064589 0.45191333 0.91017473 0.41952096] [ 0.46386652 0.50821797 0.42805767 0.47992511 0.45362484] [ 0.64599513 0.48697479 0.40822863 0.49947266 0.43978448] [ 0.41339192 0.57417328 0.46362731 0.69507941 0.48586531] [ 0.62092708 0.49526994 0.46205655 0.38666627 0.38720821] [ 0.39490318 0.44433999 0.43530013 0.77102168 0.51070036] [ 0.57054907 0.35959245 0.68896791 0.50818115 0.42492962] [ 0.66196122 0.36047623 0.4937617 0.27596911 0.45109001] [ 0.55391208 0.54403116 0.32591434 0.52883011 0.44111362] [ 0.22658549 0.52139819 0.55649675 0.7962864 0.42843777] [ 0.75628254 0.52107671 0.61265374 0.28323139 0.49430263] [ 0.73378678 0.46562121 0.59689503 0.41486244 0.41337216] [ 0.17433528 0.53528061 0.48993115 0.75971822 0.60679541] [ 0.30548821 0.45051136 0.39817529 0.75205282 0.42515727] [ 0.12085863 0.49043289 0.42418313 0.84957679 0.49803486] [ 0.43979376 0.47993451 0.49217843 0.45673974 0.41372443] [ 0.54194815 0.45126392 0.4653925 0.455914 0.41985278] [ 0.59989369 0.54206317 0.48170557 0.28303349 0.4662519 ] [ 0.55612499 0.51451792 0.64909798 0.47103906 0.48857104] [ 0.67672227 0.48892762 0.46258148 0.30735678 0.34773901] [ 0.41177564 0.4555081 0.47648995 0.80173807 0.36783499] [ 0.63282146 0.40178561 0.46156672 0.27818756 0.36504972] [ 0.355061 0.50294341 0.5994507 0.81323309 0.42796566] [ 0.29472242 0.51088318 0.41560774 0.73228614 0.39617122] [ 0.6586931 0.31940857 0.51495424 0.34173243 0.45675897] [ 0.724626 0.3898597 0.55677021 0.2091547 0.41751473] [ 0.43508862 0.55625293 0.35470831 0.66670081 0.52774014] [ 0.4804771 0.46896607 0.46245582 0.84432018 0.43147123] [ 0.4724632 0.59370355 0.48899893 0.4946339 0.44053409] [ 0.5079139 0.35059253 0.60849829 0.56038359 0.58959003] [ 0.69313481 0.5215066 0.55094524 0.4088261 0.44353859] [ 0.55675937 0.47759334 0.42512796 0.5736691 0.32630915] [ 0.46517906 0.46007738 0.59421179 0.61280826 0.39601489] [ 0.56226356 0.4691926 0.43844655 0.47882726 0.41982931] [ 0.39885897 0.58273834 0.47259027 0.76991403 0.49653718] [ 0.36479091 0.53618515 0.35617761 0.70726436 0.4500937 ] [ 0.26642079 0.45368444 0.43090218 0.88802803 0.43408825] [ 0.24983031 0.43540232 0.55470445 0.8143473 0.61647203] [ 0.55890867 0.51855535 0.43924167 0.56074374 0.45750777] [ 0.33829727 0.42781562 0.62351366 0.68697752 0.56324187] [ 0.70031587 0.57349414 0.47355978 0.49305707 0.40682001] [ 0.14128211 0.44508917 0.62326655 0.81047477 0.45175477] [ 0.64033154 0.41840687 0.53795746 0.28857205 0.44111681] [ 0.40334759 0.49496601 0.49542515 0.61161646 0.4243048 ] [ 0.30729591 0.43366422 0.35132079 0.83387075 0.34818474] [ 0.82842563 0.50685838 0.49164781 0.12817184 0.38520503] [ 0.39053215 0.48953786 0.45887287 0.76851965 0.44705236] [ 0.4302393 0.51379603 0.55320418 0.76921924 0.44889861] [ 0.4539351 0.48451869 0.5314579 0.74313343 0.32623053] [ 0.50292487 0.47700159 0.50269392 0.52212376 0.48000047] [ 0.26764915 0.49118881 0.58633507 0.6455333 0.60404375] [ 0.43959596 0.30738295 0.58389016 0.65611032 0.39800466] [ 0.66488665 0.3496237 0.63138052 0.28997318 0.3651342 ] [ 0.55989927 0.64325178 0.40668793 0.7026074 0.39704343] [ 0.29132759 0.50069925 0.57093654 0.81288751 0.43568855] [ 0.40212866 0.51896719 0.45724567 0.80378065 0.36828106] [ 0.54329161 0.42010831 0.49146696 0.56897896 0.48755433] [ 0.5618842 0.41483117 0.64389863 0.39742465 0.4662557 ] [ 0.58044186 0.5409019 0.41995121 0.64413719 0.33512722] [ 0.55827451 0.46589178 0.45376222 0.51330916 0.35423102] [ 0.46471174 0.51086199 0.59198582 0.63486096 0.40934089] [ 0.71016809 0.34401889 0.59146032 0.31062659 0.38279161] [ 0.40431833 0.41356375 0.44702066 0.6558549 0.3427901 ] [ 0.64147786 0.45870562 0.58120616 0.47718351 0.38936672] [ 0.49104837 0.47276636 0.60192014 0.63459166 0.35011553] [ 0.82557252 0.5121954 0.49299778 0.29230073 0.35348779] [ 0.26570692 0.41521904 0.57674639 0.88007176 0.56628455] [ 0.45052426 0.53292133 0.52885889 0.65789245 0.39166674] [ 0.64329825 0.54784465 0.51293925 0.4724726 0.44557297] [ 0.31951226 0.41775538 0.42279225 0.81079953 0.49022164] [ 0.67164883 0.59705802 0.38353228 0.47800488 0.41823408] [ 0.65444048 0.40717817 0.62597487 0.26877676 0.46168668] [ 0.64262661 0.46518967 0.43793287 0.43850584 0.3508443 ] [ 0.40123505 0.52774505 0.53571887 0.69955609 0.45490595] [ 0.63013395 0.49349865 0.57980619 0.25916299 0.57424484] [ 0.18612712 0.51124784 0.56394213 0.86500131 0.36689899] [ 0.5753578 0.39678675 0.43799469 0.42944789 0.39409353] [ 0.56254123 0.56671011 0.53829857 0.45430439 0.43941398] [ 0.25134165 0.49553241 0.58298239 0.74771603 0.57779032] [ 0.48423746 0.43846408 0.44220673 0.61306427 0.4747997 ] [ 0.63041912 0.43326793 0.41944296 0.32191001 0.37574235] [ 0.84718162 0.47035702 0.44209311 0.23010958 0.24859716] [ 0.54837969 0.53442122 0.60689131 0.51400953 0.47774168] [ 0.20783621 0.59717312 0.53018211 0.86644568 0.51391837] [ 0.39352684 0.38891488 0.57554773 0.51014757 0.46698463] [ 0.43948433 0.52402004 0.46095057 0.6483819 0.43782315] [ 0.47754577 0.57322821 0.54365086 0.61114853 0.55895199] [ 0.80098167 0.51130338 0.56373834 0.25712123 0.40693092] [ 0.5522423 0.56286644 0.31925437 0.60538743 0.42359156] [ 0.44854855 0.44209009 0.66091011 0.59297226 0.45176816] [ 0.75098031 0.41914112 0.45908888 0.28937487 0.41855812] [ 0.25986774 0.51678252 0.49641645 0.8427234 0.51320958] [ 0.64428474 0.45960436 0.53252582 0.34645063 0.48447254] [ 0.38592678 0.51572759 0.50385135 0.54104711 0.32528079] [ 0.18929067 0.54022225 0.55643074 0.87612689 0.55770285] [ 0.53715821 0.37407282 0.57013219 0.55609547 0.39498937] [ 0.59498592 0.46466119 0.59516214 0.36065204 0.55555056] [ 0.39404013 0.38041644 0.52673889 0.74783197 0.52991371] [ 0.4766349 0.38140718 0.68417644 0.69119679 0.40929467] [ 0.55800642 0.53350572 0.49176456 0.65264654 0.41165234] [ 0.6851458 0.38955765 0.4673927 0.19043755 0.37902245] [ 0.55158174 0.45166513 0.54449347 0.65983381 0.32881053] [ 0.78374774 0.39023647 0.58332603 0.20330285 0.44289549] [ 0.55925489 0.38165887 0.5252891 0.62061329 0.47513094] [ 0.45144689 0.38469773 0.5733111 0.6609596 0.43757058] [ 0.56784876 0.43134768 0.5012404 0.5255749 0.39176215] [ 0.31001817 0.37587405 0.56633943 0.69628451 0.47154425] [ 0.60377518 0.42966082 0.56221978 0.5293419 0.31764895] [ 0.60429357 0.35887377 0.41308175 0.50548598 0.45714382] [ 0.55132236 0.34559627 0.59647467 0.52662823 0.29074118] Progress: 8.4% ... Training loss: 0.772 ... Validation loss: 1.292[ 0.47305773 0.46029548 0.66513968 0.52036724 0.60778267] [ 0.29170346 0.59209338 0.451839 0.71328964 0.42541311] [ 0.66675777 0.51085944 0.40706268 0.46024262 0.46317857] [ 0.63065446 0.29081379 0.4718326 0.28012712 0.44037724] [ 0.27115412 0.45998113 0.5492521 0.74867819 0.56297956] [ 0.74428535 0.41553556 0.47828754 0.37506249 0.44152615] [ 0.82649517 0.34986775 0.56346337 0.16923455 0.39037071] [ 0.44875336 0.46862943 0.5815506 0.68713181 0.43018667] [ 0.43659421 0.49755754 0.57745329 0.5103453 0.54555981] [ 0.79690912 0.44775148 0.49091843 0.13302041 0.33681166] [ 0.43756601 0.52234129 0.57056796 0.44495223 0.5327179 ] [ 0.56477784 0.44903753 0.50180075 0.35787968 0.54653536] [ 0.21692338 0.43023622 0.57107961 0.60034593 0.60340733] [ 0.53718633 0.52727828 0.4868074 0.47950064 0.52354918] [ 0.54166787 0.5261957 0.40139954 0.51004664 0.41517108] [ 0.65302674 0.30113863 0.54488973 0.28916232 0.48355948] [ 0.20654178 0.47103364 0.55320754 0.84871857 0.59479149] [ 0.35197098 0.41116374 0.47606843 0.69063292 0.38938477] [ 0.25069692 0.49793778 0.53366373 0.80269574 0.47700789] [ 0.34447087 0.57527309 0.49508063 0.74177037 0.41351746] [ 0.41487739 0.37678729 0.5271666 0.66982256 0.37867432] [ 0.40690188 0.63994215 0.4555479 0.68027979 0.45804202] [ 0.68404318 0.48699841 0.42959086 0.44113469 0.3888699 ] [ 0.35129095 0.30143793 0.4894528 0.75009449 0.57973629] [ 0.21563239 0.51445471 0.40199605 0.88463481 0.51531786] [ 0.78297119 0.45649856 0.51079035 0.22451731 0.38073362] [ 0.77710172 0.39237882 0.56532585 0.26970887 0.40907016] [ 0.78122647 0.33717895 0.52685213 0.16625919 0.45923108] [ 0.50200436 0.56464553 0.45417627 0.74602341 0.41659813] [ 0.70140938 0.47887822 0.55609498 0.3590098 0.48014209] [ 0.51476914 0.56246229 0.46801213 0.70562159 0.4577246 ] [ 0.261355 0.50481109 0.4498423 0.71092416 0.61769763] [ 0.16276714 0.40696263 0.59232874 0.76616631 0.44189256] [ 0.50428596 0.46348768 0.45424199 0.38292694 0.47619721] [ 0.31129146 0.47207965 0.68093238 0.8189937 0.47284911] [ 0.41266234 0.48703138 0.54339436 0.69784734 0.34828331] [ 0.37897035 0.52413751 0.42906433 0.71463254 0.51838602] [ 0.26562388 0.46949244 0.53823925 0.78707753 0.51221712] [ 0.30514198 0.40781674 0.42779926 0.51380355 0.70094057] [ 0.3789029 0.47029662 0.37435267 0.70561465 0.4138987 ] [ 0.62351768 0.55333669 0.41676748 0.44864961 0.34711122] [ 0.24039276 0.47491148 0.50898786 0.77649587 0.46305631] [ 0.39782212 0.577222 0.59010792 0.68305077 0.57870692] [ 0.51847936 0.34601364 0.46121887 0.48126918 0.37352887] [ 0.77987642 0.41195986 0.42503906 0.38419847 0.43257297] [ 0.26038559 0.50599812 0.60659642 0.79407637 0.42070373] [ 0.47177437 0.3506998 0.49494352 0.66690036 0.39112915] [ 0.32133395 0.41464221 0.59056349 0.62266655 0.41721655] [ 0.2965032 0.4061059 0.49158285 0.82477734 0.56357997] [ 0.37959314 0.64047509 0.43538209 0.72147726 0.40191501] [ 0.23279629 0.57432731 0.4917338 0.83571591 0.5220485 ] [ 0.54028009 0.60404681 0.35548866 0.42821119 0.36081126] [ 0.70923328 0.39639711 0.59166468 0.27460364 0.33810577] [ 0.41452316 0.54796731 0.46744157 0.55267432 0.45379491] [ 0.48614309 0.52025868 0.57095447 0.53174685 0.38318552] [ 0.54658331 0.55095311 0.52208935 0.64281982 0.34029121] [ 0.38433899 0.60297968 0.55633394 0.59560742 0.51619896] [ 0.62645342 0.46306396 0.51468608 0.37740451 0.42410812] [ 0.6207325 0.62389564 0.44790401 0.46402159 0.41054271] [ 0.652273 0.3685989 0.5358829 0.29570939 0.48409224] [ 0.51832535 0.47409428 0.49569522 0.61138222 0.42183987] [ 0.56095636 0.45840908 0.5081479 0.75948152 0.35299781] [ 0.46890112 0.60462654 0.51944453 0.73682743 0.31683722] [ 0.63541563 0.43245954 0.53167379 0.50599413 0.36639979] [ 0.60546532 0.45100376 0.44337362 0.40479476 0.44861388] [ 0.39208353 0.43474865 0.45157181 0.73263844 0.47376289] [ 0.42985995 0.44966297 0.53387587 0.65939394 0.47677296] [ 0.236797 0.58316458 0.44021841 0.68140088 0.52414849] [ 0.36773879 0.46207012 0.44661422 0.69565361 0.54410302] [ 0.46267248 0.52688205 0.62060585 0.42233221 0.51406315] [ 0.29857554 0.38424171 0.40945053 0.79764084 0.42798064] [ 0.57611621 0.50569509 0.58963449 0.5410419 0.42609697] [ 0.44545682 0.56656019 0.48360663 0.6721466 0.48011228] [ 0.50138783 0.58525774 0.50490978 0.49720851 0.47550722] [ 0.3263488 0.47826629 0.40319253 0.73225743 0.53265618] [ 0.13643804 0.48397903 0.43500665 0.89142497 0.49963475] [ 0.21303645 0.5526505 0.55809721 0.90511851 0.47242868] [ 0.61092407 0.44671692 0.54396527 0.30393403 0.46498127] [ 0.35910364 0.42933148 0.45359384 0.68130691 0.40667673] [ 0.31560846 0.51004311 0.56907228 0.68991023 0.44511146] [ 0.37389252 0.61972689 0.32623762 0.69279586 0.39716343] [ 0.6852048 0.3381662 0.46485333 0.31393767 0.40278913] [ 0.49092458 0.37121762 0.56697086 0.37295817 0.46852342] [ 0.70608849 0.48682821 0.46906327 0.30361589 0.39801999] [ 0.49958946 0.42556853 0.57802238 0.32092054 0.61618327] [ 0.15496555 0.3765929 0.56410832 0.84828638 0.57579726] [ 0.2647497 0.60356931 0.34964759 0.85177844 0.39351882] [ 0.75719148 0.53561473 0.46967199 0.42410571 0.33198469] [ 0.49954676 0.49898816 0.51772598 0.73881632 0.40815963] [ 0.25428893 0.48119832 0.62502753 0.79530227 0.53213717] [ 0.38926893 0.62241193 0.28838955 0.79872808 0.45116224] [ 0.60792825 0.52887851 0.54726099 0.51445533 0.46920827] [ 0.3341601 0.39234479 0.34994171 0.66260627 0.40562197] [ 0.65460442 0.48938102 0.27552212 0.41681995 0.37473972] [ 0.80888064 0.41885115 0.44710718 0.16764502 0.28302216] [ 0.40820186 0.59699637 0.54965624 0.6966499 0.45001242] [ 0.71665387 0.64132875 0.36755985 0.70739146 0.39383125] [ 0.61516366 0.53925267 0.58594841 0.49628775 0.49434765] [ 0.62627004 0.41306281 0.51801483 0.4806677 0.46432305] [ 0.80694664 0.40465216 0.51701415 0.14966117 0.41982208] [ 0.43904953 0.61652895 0.65053665 0.5314387 0.50076044] [ 0.28419715 0.48646284 0.53885267 0.79729394 0.50670854] [ 0.1760456 0.52461181 0.4232233 0.89971417 0.39531575] [ 0.69892888 0.55821763 0.59397206 0.42613023 0.44166606] [ 0.37275028 0.62466114 0.47100767 0.69604261 0.43765843] [ 0.32941706 0.44737586 0.4758591 0.63183648 0.51648286] [ 0.75995446 0.55030385 0.46164023 0.36021784 0.41023234] [ 0.49794551 0.46877704 0.4800004 0.79342666 0.4093304 ] [ 0.60769581 0.59041184 0.35900856 0.64402583 0.30648179] [ 0.69126179 0.46478997 0.44264968 0.44816547 0.36632366] [ 0.70696399 0.4749523 0.52811936 0.34507936 0.38888667] [ 0.53815995 0.38593431 0.52600014 0.7429744 0.39331775] [ 0.50875098 0.56148125 0.3991529 0.55187281 0.44887098] [ 0.48523498 0.45573106 0.55810893 0.45561716 0.51028049] [ 0.20351321 0.5701958 0.47691295 0.89554948 0.42023073] [ 0.6562016 0.57358741 0.50685673 0.34850921 0.50815897] [ 0.5175588 0.44225735 0.46489306 0.63054338 0.37338679] [ 0.34702001 0.54421566 0.52552866 0.66602148 0.30970399] [ 0.65424761 0.33630158 0.57632399 0.44905603 0.44348876] [ 0.52032026 0.44214197 0.48687916 0.54109943 0.4896977 ] [ 0.42935045 0.43428192 0.51413676 0.59178697 0.48233875] [ 0.61887147 0.59630937 0.55472723 0.4841938 0.43592647] [ 0.60462399 0.3587558 0.41311355 0.50529119 0.45709887] [ 0.58734034 0.50715615 0.60484878 0.41246835 0.38767323] [ 0.58488442 0.39947493 0.51487933 0.66063152 0.30044417] [ 0.5290609 0.52446793 0.45180808 0.57929499 0.36254945] [ 0.44390214 0.37989767 0.47353494 0.52604694 0.42455746] [ 0.48745185 0.35141413 0.50840021 0.62650591 0.50743776] Progress: 8.5% ... Training loss: 0.770 ... Validation loss: 1.294[ 0.68840417 0.38107258 0.71021839 0.3887774 0.38476628] [ 0.24794905 0.46401167 0.50779929 0.74902187 0.45686181] [ 0.43273121 0.52079542 0.42977354 0.61917113 0.49831388] [ 0.33545506 0.6144812 0.522936 0.71293444 0.36012021] [ 0.31246191 0.64120604 0.32625826 0.855179 0.40528904] [ 0.44585493 0.44380376 0.54233404 0.65796996 0.41325945] [ 0.27861506 0.47255794 0.42267636 0.82062828 0.47603326] [ 0.80770047 0.41533329 0.54317926 0.32955393 0.40306346] [ 0.22981732 0.53181024 0.51088933 0.86669434 0.49180729] [ 0.24081869 0.63035161 0.48292779 0.75802842 0.42182532] [ 0.44447816 0.41888654 0.44613095 0.723829 0.32403527] [ 0.36590741 0.43103841 0.58070553 0.72204446 0.49404546] [ 0.63550504 0.39613004 0.53585513 0.41833321 0.40602916] [ 0.77610091 0.54854738 0.441769 0.29614889 0.4257296 ] [ 0.7577868 0.49713715 0.53775467 0.24237043 0.35459145] [ 0.27573154 0.53873557 0.45555209 0.8362268 0.49023124] [ 0.75220505 0.44998609 0.64048914 0.35571231 0.44236264] [ 0.41554135 0.56312686 0.48773351 0.72354609 0.46994027] [ 0.24848057 0.46697538 0.54077915 0.67820253 0.50318703] [ 0.64592765 0.59993726 0.45609675 0.43288049 0.47064279] [ 0.56939668 0.4203499 0.56454197 0.48867306 0.33324303] [ 0.63739077 0.44525401 0.48547108 0.45170373 0.55270362] [ 0.45151607 0.32571108 0.5338939 0.63868923 0.41167511] [ 0.53820782 0.54759658 0.42441598 0.6410268 0.32523806] [ 0.46579539 0.46813152 0.54928224 0.76982685 0.35900137] [ 0.70981054 0.53752407 0.58841886 0.2219301 0.55081541] [ 0.63229535 0.39276356 0.60249335 0.32962189 0.35850672] [ 0.56016845 0.41967706 0.50704561 0.41919745 0.40887286] [ 0.69204748 0.4918262 0.48009582 0.27314536 0.43082221] [ 0.61273985 0.39770696 0.56756734 0.20571225 0.37064912] [ 0.31593652 0.4804209 0.58638897 0.7694478 0.38190963] [ 0.44304016 0.47672829 0.57625149 0.719585 0.41735436] [ 0.52423081 0.50122611 0.41782591 0.61972889 0.4715709 ] [ 0.41635001 0.63111499 0.56045525 0.60296488 0.61537932] [ 0.48099402 0.53093423 0.61217778 0.61481179 0.56253963] [ 0.56354734 0.55266154 0.5791717 0.41233863 0.42349463] [ 0.46375362 0.41240464 0.59722922 0.51352064 0.51954837] [ 0.76160796 0.52705633 0.50044904 0.35586173 0.40226347] [ 0.58879386 0.43267978 0.58317184 0.45644517 0.60117321] [ 0.52326859 0.4822545 0.53769036 0.52616754 0.55175571] [ 0.5649821 0.50999365 0.48311846 0.41383305 0.38512206] [ 0.43418246 0.536491 0.565064 0.56317608 0.42157429] [ 0.37847709 0.46548688 0.59207173 0.75742747 0.47480911] [ 0.39956764 0.48624873 0.45154015 0.82705469 0.3641084 ] [ 0.59041139 0.49889013 0.66644035 0.4625748 0.39812152] [ 0.48427554 0.48665107 0.36868493 0.54169411 0.45627158] [ 0.81101413 0.52767493 0.32347162 0.4324356 0.33378323] [ 0.27762893 0.46589811 0.56124308 0.79420933 0.62178213] [ 0.42085111 0.58395656 0.43640651 0.55037718 0.6742943 ] [ 0.47602668 0.46694739 0.62380166 0.7315766 0.37865166] [ 0.62746754 0.41393655 0.36150481 0.50646974 0.39165344] [ 0.78447352 0.47304739 0.51691437 0.34903328 0.38073059] [ 0.2204207 0.50256755 0.49215174 0.86105217 0.41655317] [ 0.54903188 0.48413316 0.41876463 0.58718468 0.56116235] [ 0.37846567 0.43644585 0.36364032 0.74623978 0.36244517] [ 0.49854533 0.42638867 0.53411172 0.68430272 0.33247917] [ 0.61256905 0.52358911 0.42154924 0.49147184 0.43165323] [ 0.33313748 0.32459775 0.52451882 0.61078582 0.60662808] [ 0.20023205 0.4264913 0.51707026 0.77592875 0.60186494] [ 0.47521427 0.52993425 0.43149946 0.56955912 0.4923795 ] [ 0.58167357 0.34976554 0.52385814 0.25697444 0.62467645] [ 0.55723953 0.45759369 0.53560694 0.36417279 0.55549856] [ 0.26292385 0.49176138 0.51210001 0.75278708 0.58750297] [ 0.44238891 0.46573969 0.50582385 0.48764652 0.4717528 ] [ 0.68346491 0.32890828 0.366539 0.35936818 0.38284502] [ 0.55884203 0.39480357 0.54853096 0.67746554 0.32239339] [ 0.58818016 0.48157684 0.5415472 0.46928724 0.48140741] [ 0.31494233 0.44935962 0.46091692 0.76346235 0.34391923] [ 0.5620837 0.42912389 0.52535728 0.48903855 0.5330443 ] [ 0.30349782 0.42292942 0.53509411 0.77586271 0.36752029] [ 0.75353447 0.47517705 0.44365392 0.20334586 0.23641598] [ 0.73839866 0.47070669 0.36785595 0.30623866 0.33609628] [ 0.17383708 0.48191313 0.61961437 0.80290276 0.50258892] [ 0.50941533 0.44625658 0.5755121 0.34673471 0.6160819 ] [ 0.39706479 0.56164333 0.5591813 0.47576821 0.58080276] [ 0.40017214 0.62033399 0.36208986 0.7202953 0.53044782] [ 0.69926862 0.44340242 0.33975537 0.31506908 0.30955325] [ 0.68087532 0.4608368 0.37229007 0.38505716 0.32323515] [ 0.27397947 0.56031904 0.48675593 0.72268795 0.45992818] [ 0.26627261 0.60035984 0.39124915 0.82836609 0.49203667] [ 0.45980559 0.4629791 0.43991297 0.82346712 0.54124146] [ 0.24171977 0.45166734 0.5420458 0.86132962 0.52544948] [ 0.38791285 0.48120323 0.51407529 0.79935529 0.42774389] [ 0.64706564 0.48621603 0.45194025 0.43604601 0.29529123] [ 0.67706363 0.47294175 0.49456312 0.25435265 0.40755899] [ 0.25798663 0.49013656 0.50441923 0.76415804 0.41920838] [ 0.78545358 0.48842397 0.50868786 0.22862869 0.41143844] [ 0.46922842 0.60475006 0.5855902 0.59852501 0.48209216] [ 0.33294122 0.48797232 0.4702272 0.68265331 0.54052132] [ 0.45476457 0.42711719 0.61409181 0.75074402 0.46300919] [ 0.36011322 0.34295492 0.45223991 0.6347147 0.43925113] [ 0.68830479 0.54567057 0.5258523 0.2859415 0.49610085] [ 0.40568529 0.54270939 0.53975618 0.71210782 0.57054023] [ 0.67603508 0.46400413 0.38607107 0.28498043 0.29185339] [ 0.5123643 0.52524226 0.537372 0.59365014 0.38283562] [ 0.58444278 0.52201598 0.34794393 0.52415759 0.27695742] [ 0.28509502 0.60389735 0.5613423 0.84449773 0.51198282] [ 0.37903819 0.47690498 0.62213446 0.74001702 0.46365861] [ 0.34064017 0.46790731 0.62326708 0.76973509 0.434893 ] [ 0.80747928 0.32514372 0.5164475 0.26261639 0.32319261] [ 0.56122689 0.57226366 0.44441982 0.49285509 0.31421398] [ 0.69693431 0.55788824 0.39392133 0.3216644 0.28310829] [ 0.42758825 0.46974891 0.44932814 0.63249591 0.33306125] [ 0.38834521 0.4434616 0.59391667 0.61981886 0.47864472] [ 0.36268192 0.42552057 0.53483457 0.48852896 0.58885286] [ 0.41415692 0.58237477 0.44259177 0.66900064 0.47166705] [ 0.43632436 0.36001955 0.48419763 0.63713281 0.38346339] [ 0.58867913 0.61635388 0.48428998 0.63654266 0.40565828] [ 0.58821108 0.59535573 0.38341873 0.57837728 0.4114866 ] [ 0.41737466 0.37739915 0.36483411 0.67383869 0.49991516] [ 0.56168557 0.40680801 0.63963852 0.5130411 0.42931633] [ 0.54680048 0.36715552 0.49862354 0.47151861 0.39595091] [ 0.4533001 0.61244046 0.44170395 0.54546478 0.55429907] [ 0.70444279 0.50590935 0.41891757 0.49701724 0.45946373] [ 0.49804128 0.48006192 0.63858554 0.70379653 0.37319699] [ 0.53153148 0.36908991 0.47014251 0.47400267 0.32822584] [ 0.61113039 0.5043605 0.51255049 0.43153248 0.40585311] [ 0.39118835 0.49683038 0.49117469 0.75475927 0.39911134] [ 0.39321447 0.44402157 0.47767524 0.82251541 0.4633387 ] [ 0.52334272 0.5483501 0.31892177 0.49045233 0.37309215] [ 0.60227348 0.49254436 0.49630961 0.38384469 0.41856396] [ 0.47858824 0.42725605 0.66472038 0.64198919 0.35175036] [ 0.22182383 0.49164148 0.53431207 0.85244371 0.63337929] [ 0.7541481 0.41396084 0.60262071 0.38381253 0.4317327 ] [ 0.34308689 0.5117347 0.52018447 0.6867663 0.6288174 ] [ 0.24147835 0.47408335 0.54832791 0.75637474 0.35659337] [ 0.61023124 0.50834296 0.50910519 0.30305844 0.48029549] [ 0.20833562 0.46246222 0.41912956 0.89951932 0.45572004] Progress: 8.6% ... Training loss: 0.769 ... Validation loss: 1.296[ 0.42670997 0.40472103 0.50583169 0.67290077 0.35638756] [ 0.51294077 0.58005168 0.44906091 0.61903202 0.31336472] [ 0.44907971 0.54485972 0.43691768 0.42044702 0.3891729 ] [ 0.74050421 0.3669901 0.44398599 0.22007422 0.32537316] [ 0.37417646 0.53174141 0.54643523 0.81064036 0.50380288] [ 0.76924525 0.58188125 0.54814497 0.40292663 0.4112196 ] [ 0.64432596 0.36185385 0.53505676 0.43598662 0.47133286] [ 0.4105491 0.39456269 0.63973876 0.71548489 0.4836154 ] [ 0.42899109 0.58718353 0.34568116 0.78222452 0.59405316] [ 0.31628239 0.58625888 0.38182697 0.84803613 0.39875984] [ 0.60667785 0.36144551 0.5093099 0.37480151 0.39504111] [ 0.47116212 0.47674425 0.49501211 0.67582063 0.49195804] [ 0.18852468 0.39882637 0.48652034 0.85310113 0.65686577] [ 0.40669008 0.46331451 0.55219535 0.39921593 0.61488172] [ 0.23111719 0.54872356 0.50169553 0.69696089 0.47283605] [ 0.34572951 0.32257663 0.50300242 0.50436117 0.5667686 ] [ 0.63552868 0.39386894 0.5478509 0.2500591 0.5552297 ] [ 0.74036186 0.43734771 0.49320074 0.31819393 0.38996736] [ 0.28763966 0.53532478 0.53438875 0.81089566 0.46600824] [ 0.36960253 0.533801 0.49154808 0.74107611 0.61096594] [ 0.43277458 0.54789023 0.46582585 0.69824172 0.58955001] [ 0.16558022 0.35179504 0.46383706 0.87715018 0.47970787] [ 0.37734728 0.51295686 0.42202139 0.61957789 0.56552736] [ 0.61576669 0.43642034 0.57601758 0.40048632 0.57758439] [ 0.58591888 0.53327052 0.44818955 0.3544129 0.58591935] [ 0.75916558 0.46433245 0.54119263 0.35520175 0.41687481] [ 0.52988017 0.47674963 0.63567928 0.58004173 0.42900693] [ 0.48648002 0.53724094 0.34034233 0.54002054 0.41113096] [ 0.30636893 0.57727326 0.51504115 0.76727896 0.52966526] [ 0.54051644 0.56442073 0.62761143 0.52407546 0.48798762] [ 0.51636158 0.45819857 0.49327097 0.50615416 0.42774888] [ 0.4416549 0.45594602 0.57304637 0.48566635 0.47651789] [ 0.36277079 0.51207148 0.4367749 0.75574642 0.63658324] [ 0.65950792 0.49316895 0.61393894 0.43958397 0.38905844] [ 0.64542746 0.50058696 0.39839332 0.42554208 0.39105 ] [ 0.44607396 0.53256324 0.57507966 0.65003135 0.4038277 ] [ 0.71837597 0.3986054 0.60165154 0.27212694 0.52388153] [ 0.76726087 0.36292188 0.36307272 0.18735396 0.32178663] [ 0.69896302 0.47321061 0.38567315 0.52628918 0.35124346] [ 0.50498374 0.58767534 0.59920555 0.63968599 0.47808394] [ 0.44112962 0.4063535 0.57046245 0.55681923 0.39560294] [ 0.23548108 0.4657574 0.42840319 0.86946249 0.4202935 ] [ 0.36451248 0.56403618 0.37990373 0.78095758 0.50772761] [ 0.71937023 0.44200931 0.47564079 0.31916993 0.28055232] [ 0.70802996 0.44952728 0.44456567 0.41449631 0.58804278] [ 0.71837597 0.3986054 0.60165154 0.27212694 0.52388153] [ 0.44492828 0.43416499 0.45275054 0.77758275 0.29888029] [ 0.69767438 0.4634818 0.454124 0.44442005 0.42007807] [ 0.75064786 0.28493645 0.45653769 0.19083876 0.34287632] [ 0.60605517 0.41882396 0.51749608 0.42188507 0.38072976] [ 0.70462285 0.52013067 0.57379845 0.59189124 0.35978425] [ 0.29639157 0.54443429 0.60423101 0.810877 0.63243958] [ 0.5319424 0.47790366 0.51842412 0.60512663 0.38265211] [ 0.56013192 0.50826546 0.55927074 0.37010716 0.54074491] [ 0.64664692 0.36682138 0.44965795 0.43583387 0.50904332] [ 0.38008916 0.37020175 0.49959617 0.81898203 0.36985056] [ 0.78883067 0.45672169 0.37313205 0.34582133 0.47906163] [ 0.30996989 0.47111039 0.65185808 0.74275253 0.38306368] [ 0.49101105 0.49914433 0.4723028 0.45599266 0.56087343] [ 0.43583703 0.51810587 0.48141258 0.62571694 0.50654565] [ 0.68494571 0.5167209 0.51414125 0.48856694 0.46475634] [ 0.69955233 0.42701698 0.47645641 0.27526404 0.34290406] [ 0.51461405 0.43114952 0.54730523 0.36663346 0.49629976] [ 0.43176535 0.30132339 0.53855852 0.68145472 0.41913571] [ 0.77403818 0.40246515 0.54351091 0.279022 0.42814912] [ 0.50228591 0.59005551 0.58280207 0.51932686 0.53017646] [ 0.3122875 0.48696823 0.51847063 0.72286757 0.44837255] [ 0.5183673 0.442028 0.4649478 0.63005632 0.37331496] [ 0.5172076 0.5136659 0.46427519 0.63640406 0.41751963] [ 0.39344228 0.60418658 0.56068655 0.6364819 0.4247916 ] [ 0.66442069 0.49080567 0.59578643 0.29393147 0.48379443] [ 0.18152496 0.50916557 0.45032675 0.85494749 0.3885577 ] [ 0.2151123 0.52830463 0.39742552 0.86425632 0.48243311] [ 0.32114296 0.62315383 0.30062721 0.80450621 0.54643962] [ 0.29347765 0.5304327 0.40171032 0.60380746 0.38658561] [ 0.50042981 0.59458593 0.57183882 0.64574295 0.5312678 ] [ 0.17307604 0.48820619 0.56626718 0.8664679 0.59958634] [ 0.50933427 0.451075 0.55479471 0.64120014 0.58235716] [ 0.47963027 0.63199973 0.3123646 0.66792842 0.34604225] [ 0.4197558 0.41670977 0.55651427 0.68947265 0.33516972] [ 0.33743925 0.61321447 0.42681074 0.72504525 0.47521726] [ 0.49263269 0.60316771 0.4573812 0.65288877 0.41485567] [ 0.41039092 0.52561029 0.38860816 0.72867808 0.43703197] [ 0.33636811 0.47029812 0.51451272 0.54912147 0.45991631] [ 0.77899335 0.44626029 0.49814852 0.40679445 0.45946964] [ 0.62760141 0.34533913 0.51499194 0.26980945 0.4609387 ] [ 0.59570346 0.47681 0.50118917 0.34036187 0.51083462] [ 0.17830438 0.36556824 0.51030469 0.76362091 0.52188426] [ 0.69060625 0.37350888 0.50993153 0.28296622 0.38459373] [ 0.52542805 0.50248847 0.47177772 0.63527211 0.53780803] [ 0.5140926 0.53978603 0.53027371 0.52754017 0.35347886] [ 0.47582427 0.52091227 0.41384883 0.71220012 0.49458812] [ 0.65371832 0.41984216 0.54642973 0.30687682 0.46789927] [ 0.6806333 0.50403859 0.35695815 0.58812607 0.5330971 ] [ 0.67815055 0.48815608 0.46277475 0.306557 0.34747603] [ 0.15820933 0.50406041 0.55580926 0.89312269 0.5093316 ] [ 0.2969923 0.54529276 0.44283318 0.78828678 0.5182565 ] [ 0.16585422 0.54647442 0.49139434 0.89543684 0.51995672] [ 0.37379238 0.67690265 0.28713367 0.75963419 0.49337626] [ 0.25684584 0.48339427 0.54167136 0.71117145 0.50664208] [ 0.56788409 0.44181662 0.49815129 0.42237807 0.45154144] [ 0.42146165 0.56114552 0.48365846 0.78692057 0.40009344] [ 0.38829085 0.52584221 0.4523052 0.71998583 0.57766463] [ 0.5696845 0.42032116 0.56454954 0.48855769 0.33323378] [ 0.71500118 0.68182689 0.52448141 0.51538135 0.36956581] [ 0.69669958 0.41433853 0.4382681 0.29874872 0.38922479] [ 0.15000045 0.54105127 0.48388398 0.89796816 0.42118496] [ 0.65180385 0.3918204 0.66190048 0.29373863 0.5118867 ] [ 0.56996036 0.42434304 0.51851961 0.54794765 0.4060131 ] [ 0.54850377 0.40744506 0.41374971 0.45402102 0.47853318] [ 0.76953509 0.58091331 0.4318269 0.34671378 0.34074459] [ 0.44916595 0.46543257 0.46761998 0.48997819 0.37707515] [ 0.24026071 0.51856194 0.63875508 0.8366362 0.52170532] [ 0.44427979 0.60141512 0.41999471 0.75866855 0.49625105] [ 0.52970292 0.40828085 0.53992441 0.5642312 0.33546831] [ 0.44555076 0.39550404 0.63346115 0.69090285 0.43154652] [ 0.71871877 0.49360342 0.58323504 0.36694302 0.47118645] [ 0.33106044 0.55472024 0.45166928 0.79931607 0.47349635] [ 0.4631009 0.38449494 0.57362201 0.61567122 0.29959875] [ 0.44106371 0.55067418 0.48244226 0.53678434 0.54466137] [ 0.62739925 0.28296735 0.35476183 0.31258695 0.39959953] [ 0.33967991 0.44453228 0.49080729 0.55249355 0.42398083] [ 0.46670331 0.52382668 0.47620253 0.41630342 0.42521123] [ 0.5706878 0.55244984 0.37723033 0.43711331 0.43729268] [ 0.58377792 0.42780374 0.50831053 0.44397309 0.51728611] [ 0.48028657 0.5224154 0.48381783 0.48219025 0.39497359] [ 0.32768913 0.42561397 0.41400148 0.8225558 0.45589081] [ 0.77636142 0.43240304 0.5501184 0.26416602 0.36847582] Progress: 8.6% ... Training loss: 0.768 ... Validation loss: 1.293[ 0.61144786 0.4794678 0.50318117 0.67507036 0.35500388] [ 0.43919307 0.45475284 0.58545514 0.51481239 0.54663971] [ 0.53267379 0.54881608 0.4595981 0.68552826 0.51027695] [ 0.27432765 0.34179125 0.44073644 0.67243938 0.50595949] [ 0.70214659 0.68292773 0.43121182 0.36379976 0.45145692] [ 0.30214185 0.48664187 0.52022686 0.82080532 0.49951292] [ 0.67329405 0.41830869 0.53539415 0.28306072 0.40976288] [ 0.55553183 0.59380358 0.4062925 0.44602428 0.45941898] [ 0.63122 0.37640759 0.58840613 0.31132097 0.46230023] [ 0.17181769 0.52962933 0.4436607 0.85521121 0.53327177] [ 0.84236605 0.34155101 0.39196508 0.24538549 0.41190229] [ 0.46221708 0.53901318 0.40350785 0.61565225 0.41083829] [ 0.12981029 0.55022964 0.45590705 0.90960716 0.53966625] [ 0.69817791 0.62531299 0.56464562 0.47781289 0.46959838] [ 0.49135195 0.4833315 0.59620798 0.39570436 0.47609357] [ 0.7154357 0.4940919 0.5164331 0.33678395 0.4103536 ] [ 0.71678838 0.28393564 0.43849952 0.38684602 0.34198166] [ 0.15562313 0.44854594 0.49526204 0.87069483 0.52777751] [ 0.51286829 0.58478959 0.42343803 0.56831672 0.39317693] [ 0.54097595 0.46073503 0.47564317 0.33965356 0.34514261] [ 0.3247621 0.4781176 0.45071337 0.52884176 0.53956544] [ 0.40893881 0.40215106 0.45445266 0.76223934 0.42734234] [ 0.33578627 0.4899044 0.51160865 0.700439 0.50548685] [ 0.3891303 0.43669178 0.41617325 0.60835453 0.45968954] [ 0.3579919 0.38258661 0.42102754 0.52685487 0.46919993] [ 0.75564035 0.4051043 0.68921196 0.26295954 0.43931975] [ 0.44395406 0.52095635 0.50673592 0.62881889 0.52773772] [ 0.76747533 0.54839638 0.40884518 0.47323088 0.41922881] [ 0.32504334 0.4662462 0.46143035 0.63515587 0.34497819] [ 0.77521886 0.737901 0.46645241 0.53291938 0.39254195] [ 0.46366919 0.45841099 0.45559895 0.64770346 0.25988607] [ 0.7000151 0.42675353 0.47652693 0.2750289 0.34281008] [ 0.77195808 0.50698127 0.51731611 0.35784643 0.42505709] [ 0.57386977 0.55799279 0.52784083 0.48559456 0.4500709 ] [ 0.51779129 0.42954072 0.55437754 0.49849386 0.49092599] [ 0.83290107 0.36267579 0.49388519 0.25441013 0.37558274] [ 0.54414417 0.45341681 0.56581598 0.49751736 0.37862985] [ 0.73052724 0.60621673 0.58586179 0.4013414 0.43734685] [ 0.51816146 0.50546814 0.60476829 0.47008474 0.32262252] [ 0.38929174 0.37907187 0.60334564 0.73045315 0.35573798] [ 0.39877528 0.52572149 0.61932441 0.5483911 0.62937283] [ 0.38087938 0.35871191 0.62684377 0.32398478 0.60835796] [ 0.64927857 0.41589538 0.57336038 0.43451109 0.54084922] [ 0.81222662 0.43334049 0.49377029 0.19421279 0.23611888] [ 0.53609857 0.56499516 0.40668772 0.50704396 0.54096267] [ 0.62696753 0.47117852 0.41235 0.49046226 0.55614249] [ 0.64576573 0.49769184 0.45450855 0.30583918 0.38737131] [ 0.43480669 0.50583264 0.34799428 0.67757516 0.4595464 ] [ 0.59378679 0.63428165 0.37511022 0.72599436 0.30844948] [ 0.67622475 0.4810021 0.51659953 0.39908959 0.48138794] [ 0.79457495 0.43078359 0.31981535 0.18335017 0.26031749] [ 0.31434766 0.39443379 0.37860651 0.8137548 0.56523492] [ 0.79595866 0.44059302 0.4658204 0.29580728 0.36403043] [ 0.61321442 0.43643238 0.53662034 0.39864502 0.43373307] [ 0.64183721 0.61362169 0.34359783 0.77884807 0.45215814] [ 0.64274137 0.31348432 0.44518848 0.46687 0.39682412] [ 0.61766864 0.51825258 0.45457298 0.54475561 0.36222155] [ 0.51246589 0.423293 0.56312058 0.53970341 0.50937042] [ 0.67996658 0.3146167 0.50492356 0.44115431 0.47828881] [ 0.75404982 0.50051125 0.53536782 0.23275782 0.44896746] [ 0.59049464 0.4286981 0.49878956 0.52305615 0.41085084] [ 0.64195805 0.55424163 0.41158281 0.5600512 0.43021515] [ 0.54049134 0.55433412 0.39914713 0.44987192 0.29066238] [ 0.66546449 0.48047264 0.38333009 0.39995474 0.36105222] [ 0.24186252 0.38624513 0.49555556 0.87235641 0.60470036] [ 0.49514012 0.43642548 0.32918002 0.72901969 0.31535619] [ 0.65223099 0.39160052 0.66195336 0.29356264 0.51179998] [ 0.72312597 0.51405905 0.44906032 0.40165116 0.38216795] [ 0.73550305 0.40277191 0.50531007 0.47514442 0.40648816] [ 0.50324741 0.41690491 0.59817441 0.65047097 0.45379432] [ 0.46100528 0.57603186 0.49935011 0.68030942 0.44701569] [ 0.4978336 0.42730956 0.42153827 0.51972233 0.52851939] [ 0.49804345 0.39870608 0.63864503 0.75174979 0.39180694] [ 0.27981979 0.46725474 0.54600018 0.8665691 0.46139278] [ 0.82951975 0.55161735 0.47969325 0.41235205 0.33761853] [ 0.39099199 0.59654114 0.36861653 0.73074967 0.36714474] [ 0.75072668 0.3606998 0.49697862 0.29286827 0.44343296] [ 0.44430731 0.62471187 0.34660575 0.68523776 0.45378829] [ 0.70340962 0.34191108 0.59134788 0.2155738 0.36876024] [ 0.61361681 0.54422307 0.32987464 0.35473677 0.34679257] [ 0.42463255 0.34930009 0.60008892 0.81635865 0.41359677] [ 0.78263935 0.43473948 0.50930759 0.21505174 0.45020239] [ 0.27045312 0.48882083 0.44956184 0.68065505 0.55688257] [ 0.6546613 0.51072717 0.36490624 0.55752471 0.39704066] [ 0.43304274 0.47474618 0.62997618 0.70458402 0.49702946] [ 0.7631296 0.42054053 0.52110721 0.42742346 0.32016905] [ 0.69307525 0.53553825 0.48119402 0.39348486 0.33190304] [ 0.15724223 0.4812855 0.57018247 0.86316662 0.64650855] [ 0.43830871 0.53806609 0.42516107 0.5727647 0.43555264] [ 0.66578194 0.49920716 0.39772657 0.36916749 0.42291437] [ 0.5855406 0.44936126 0.55363175 0.37452892 0.38727453] [ 0.33024522 0.58156088 0.3588935 0.76770195 0.43919875] [ 0.70229384 0.41221041 0.59825554 0.11375788 0.51898043] [ 0.41918272 0.36142008 0.4762964 0.71495254 0.3460727 ] [ 0.54793473 0.59135281 0.48580724 0.54449674 0.44191319] [ 0.25110334 0.58429145 0.41588278 0.76246286 0.55241867] [ 0.42322652 0.46439085 0.47620722 0.55543627 0.4611355 ] [ 0.62242459 0.59076235 0.45084329 0.48750512 0.55477725] [ 0.63209282 0.34742674 0.52371993 0.33391771 0.44703444] [ 0.27045312 0.48882083 0.44956184 0.68065505 0.55688257] [ 0.43765854 0.46584627 0.44527782 0.62272512 0.32302805] [ 0.33596595 0.56274105 0.43666344 0.81386919 0.38637209] [ 0.34404914 0.39608511 0.51792177 0.57853022 0.54816653] [ 0.486159 0.45524752 0.44667478 0.60648656 0.58376184] [ 0.65564301 0.59002587 0.42440384 0.65686612 0.36350531] [ 0.49254852 0.62660318 0.45440856 0.60932086 0.45703845] [ 0.39631996 0.57406026 0.44776001 0.71562702 0.62420659] [ 0.60420033 0.41410089 0.49389088 0.37690274 0.44667872] [ 0.7026859 0.58115945 0.46549484 0.3125659 0.37362575] [ 0.42826041 0.54985114 0.49317721 0.58334146 0.53364919] [ 0.69565163 0.471572 0.44823082 0.40214633 0.42664383] [ 0.44677037 0.46371959 0.40266778 0.64656694 0.47005623] [ 0.69956091 0.51758657 0.4934555 0.27946515 0.38333535] [ 0.60947138 0.52821847 0.54742403 0.51355625 0.46896594] [ 0.73545119 0.4108371 0.49233472 0.32004115 0.46206272] [ 0.52301286 0.46844924 0.44318323 0.5328247 0.40229884] [ 0.72548076 0.36110406 0.37088194 0.31947024 0.39175717] [ 0.15540409 0.41425893 0.36726241 0.9322765 0.47706059] [ 0.63097179 0.58326558 0.57048642 0.4363347 0.32328186] [ 0.43186914 0.5022379 0.51185739 0.71582877 0.46889942] [ 0.49425078 0.51483174 0.44252492 0.78963827 0.36317458] [ 0.41805793 0.60058613 0.38712091 0.76589584 0.40388917] [ 0.17723159 0.3783109 0.5693701 0.85887871 0.52069075] [ 0.74829768 0.3556836 0.62245563 0.26656588 0.47629201] [ 0.50979569 0.50090649 0.57793098 0.59444085 0.50619987] [ 0.59566084 0.39868326 0.57508168 0.56339206 0.41379796] [ 0.67063905 0.3125393 0.58817148 0.29972468 0.335626 ] [ 0.32010137 0.4805976 0.50343444 0.82274751 0.40731951] Progress: 8.7% ... Training loss: 0.767 ... Validation loss: 1.291[ 0.81380157 0.45684568 0.52274068 0.29036949 0.30619309] [ 0.24832127 0.43111725 0.608433 0.7437642 0.59143479] [ 0.33668175 0.54549157 0.46197331 0.77370628 0.43019174] [ 0.33890339 0.53627845 0.48650045 0.69665024 0.43548741] [ 0.50466073 0.44575661 0.54747554 0.40952231 0.40367226] [ 0.75998424 0.42429413 0.66253997 0.26647599 0.44469191] [ 0.24515701 0.40179706 0.47898291 0.83601305 0.45340614] [ 0.55953572 0.43424871 0.55643693 0.4704264 0.56008173] [ 0.53391527 0.53559246 0.39036584 0.59515793 0.32402143] [ 0.69586331 0.49021314 0.52399674 0.1875767 0.35535982] [ 0.4946879 0.38219697 0.49204602 0.59234573 0.41702436] [ 0.6072439 0.57194184 0.56957499 0.56984186 0.37097127] [ 0.38307975 0.40281491 0.42894582 0.84700528 0.41838145] [ 0.52952087 0.45793777 0.4201376 0.67961222 0.44169801] [ 0.43718804 0.3470293 0.50394924 0.70289179 0.39752186] [ 0.78299412 0.53051518 0.44423782 0.3797229 0.32436751] [ 0.68930917 0.44020959 0.42063884 0.3466227 0.31126734] [ 0.70733013 0.63385061 0.57862449 0.51879411 0.48256958] [ 0.28444651 0.52667941 0.41186327 0.80352073 0.54202404] [ 0.59355751 0.4969636 0.69221626 0.51992486 0.34255624] [ 0.552857 0.48920948 0.54316595 0.58383016 0.42271486] [ 0.51514854 0.59784253 0.36414461 0.61375757 0.35558774] [ 0.66378116 0.35739871 0.55757542 0.41081966 0.51869754] [ 0.77367096 0.54435964 0.5726517 0.49336913 0.39566953] [ 0.52870665 0.31954817 0.54523068 0.5389739 0.45173321] [ 0.50629864 0.39028395 0.5819037 0.57327518 0.44389529] [ 0.23102003 0.56533748 0.48466419 0.7057614 0.48629421] [ 0.30987726 0.56786179 0.50067548 0.69728636 0.44037673] [ 0.5430593 0.60408879 0.31551934 0.65840904 0.54468732] [ 0.59620534 0.61930691 0.53367948 0.57950129 0.44479851] [ 0.79211967 0.30167803 0.69719779 0.18304864 0.48988453] [ 0.3802854 0.56024476 0.37283228 0.62372959 0.41061277] [ 0.43640068 0.49219989 0.52388354 0.70403115 0.29090416] [ 0.79988103 0.47433335 0.50740098 0.27126481 0.398299 ] [ 0.53277515 0.41879224 0.57459047 0.51089285 0.46989841] [ 0.34022005 0.47288423 0.46346444 0.66467275 0.52490373] [ 0.61130969 0.60241437 0.41572904 0.65815684 0.40396212] [ 0.55091725 0.37055961 0.56453678 0.52115166 0.41350613] [ 0.31912474 0.57482574 0.60292696 0.65994766 0.43192082] [ 0.44694942 0.42841812 0.49063084 0.73419181 0.28865708] [ 0.71413093 0.5702937 0.39317615 0.61640068 0.34652237] [ 0.58651703 0.54839211 0.48756024 0.49992178 0.38186248] [ 0.46004537 0.48826103 0.49748856 0.65941705 0.35991338] [ 0.54289819 0.46129054 0.42017312 0.26524211 0.39677401] [ 0.70271603 0.52566347 0.38268972 0.40032998 0.35100659] [ 0.54461396 0.40820464 0.52057731 0.46137573 0.40020974] [ 0.48200724 0.55800922 0.4214773 0.68874234 0.43163766] [ 0.30719068 0.57343075 0.59021791 0.74636557 0.56645355] [ 0.55562651 0.54087972 0.42619162 0.57091874 0.45200022] [ 0.8210717 0.41547566 0.58162635 0.14846647 0.47061487] [ 0.57830319 0.42634887 0.65151585 0.4678744 0.42091207] [ 0.25678525 0.50839327 0.60600735 0.79572228 0.42159231] [ 0.66205547 0.46931492 0.49184253 0.40162814 0.44857392] [ 0.58310434 0.50689779 0.58534584 0.58507096 0.46615764] [ 0.44716913 0.56206627 0.4651868 0.5699341 0.42405223] [ 0.17798652 0.51410322 0.47551306 0.88303052 0.48194903] [ 0.56976987 0.3837071 0.47386517 0.66382582 0.4476145 ] [ 0.71181995 0.40897776 0.54425754 0.40233379 0.48875835] [ 0.43466475 0.32447354 0.47566762 0.72720215 0.34438924] [ 0.39920074 0.63570446 0.44756466 0.73851663 0.3367813 ] [ 0.61363026 0.4386649 0.60354466 0.26481038 0.4264452 ] [ 0.32981409 0.53692977 0.54378271 0.77020598 0.49584911] [ 0.29416857 0.62865228 0.42881461 0.85222458 0.53130307] [ 0.71875814 0.49266746 0.58945031 0.32193371 0.4715258 ] [ 0.55679969 0.57196781 0.51851501 0.50389235 0.40773705] [ 0.69066505 0.40410493 0.53987324 0.4150691 0.50788452] [ 0.52178814 0.59568393 0.36753642 0.75040588 0.38505037] [ 0.78441903 0.53395568 0.31593097 0.4257237 0.2375473 ] [ 0.67433968 0.42372932 0.41323245 0.25890375 0.3254686 ] [ 0.26942501 0.48937166 0.44942364 0.68127964 0.55708906] [ 0.6223611 0.53108396 0.455163 0.40549378 0.54895057] [ 0.58586021 0.53774315 0.33107007 0.63367221 0.36189516] [ 0.75547849 0.52523775 0.29659507 0.45206271 0.30573943] [ 0.67252058 0.52149205 0.47561947 0.46572344 0.39098341] [ 0.66727879 0.47126256 0.47980948 0.50366388 0.45297688] [ 0.60539152 0.44775773 0.45263963 0.53530628 0.32312421] [ 0.73486262 0.55124142 0.55598299 0.25816362 0.44566457] [ 0.41688269 0.39227986 0.51951956 0.78509436 0.4552444 ] [ 0.23912893 0.47700576 0.49022223 0.80480883 0.43282091] [ 0.14756579 0.54328206 0.48331111 0.8988854 0.42201008] [ 0.68776557 0.43283316 0.44645724 0.54110435 0.40249696] [ 0.66494064 0.46153533 0.41331325 0.48310091 0.39720597] [ 0.74496049 0.42545792 0.55540237 0.22173525 0.45000648] [ 0.53143536 0.61644321 0.48110603 0.64743491 0.4046677 ] [ 0.42199688 0.43707243 0.53554994 0.64000998 0.40677199] [ 0.42686234 0.43452529 0.5985171 0.7542295 0.45731249] [ 0.42600848 0.54390266 0.43553761 0.78145736 0.48390683] [ 0.4555864 0.63670767 0.41165798 0.7843035 0.50679981] [ 0.36314271 0.47541751 0.61858047 0.68489141 0.51187656] [ 0.21332054 0.40728757 0.45567115 0.88463472 0.43679937] [ 0.6766902 0.38767218 0.53676506 0.34286626 0.47428641] [ 0.27346247 0.61085083 0.44310563 0.68543421 0.4373698 ] [ 0.30738251 0.60124392 0.4335539 0.69505032 0.42103967] [ 0.41351977 0.55238742 0.45410329 0.65355533 0.44742847] [ 0.346588 0.47225651 0.59078111 0.80974257 0.36288194] [ 0.49633522 0.50003529 0.47760187 0.56188507 0.60062301] [ 0.57883892 0.52055772 0.48966375 0.47606522 0.37867623] [ 0.41713 0.37814067 0.56139225 0.6017982 0.4352899 ] [ 0.46569274 0.43159181 0.51082222 0.7827282 0.42051534] [ 0.30164745 0.52984275 0.57118796 0.7989704 0.58968751] [ 0.64552999 0.47464828 0.47296426 0.46661473 0.37506732] [ 0.65922454 0.55023575 0.42655782 0.43382587 0.31216098] [ 0.17064806 0.5014222 0.40650797 0.84194394 0.55940566] [ 0.5548632 0.27983958 0.57716314 0.52752476 0.40922417] [ 0.75129649 0.58924493 0.41617183 0.32191871 0.36822847] [ 0.74694011 0.45813221 0.35587443 0.24732777 0.3315455 ] [ 0.63160056 0.400975 0.59669249 0.3826109 0.47257004] [ 0.39814717 0.49512809 0.61618744 0.66242198 0.53772936] [ 0.47028824 0.59656849 0.45923699 0.68610104 0.5300372 ] [ 0.40431072 0.49933775 0.50962726 0.52185997 0.46306548] [ 0.41924204 0.50004914 0.44651749 0.72775032 0.52250012] [ 0.44430427 0.4191812 0.44605954 0.72390708 0.32412696] [ 0.41008025 0.45388291 0.48331232 0.61481866 0.60225302] [ 0.67692848 0.48813462 0.3539352 0.45023535 0.34230904] [ 0.45948365 0.43001721 0.57927801 0.4759221 0.54009216] [ 0.67206666 0.24434464 0.59021985 0.27840898 0.48964726] [ 0.62870095 0.58748503 0.54746659 0.57718628 0.36249365] [ 0.56969311 0.41346692 0.44728257 0.63875641 0.34240891] [ 0.75151197 0.33181213 0.60225018 0.27249938 0.38349614] [ 0.71289233 0.43811853 0.50247066 0.3799805 0.40069275] [ 0.62323638 0.5192159 0.36700318 0.44119036 0.42090545] [ 0.24352934 0.51574613 0.48653043 0.80482964 0.49172362] [ 0.47166062 0.40046791 0.41989625 0.4131764 0.42195385] [ 0.53657964 0.33371319 0.69413059 0.46013099 0.36059365] [ 0.67954862 0.44546514 0.62375443 0.38865311 0.45024919] [ 0.82725833 0.36835273 0.43620648 0.25090961 0.43888614] [ 0.23469183 0.64137706 0.43933301 0.76504885 0.51941301] [ 0.38494843 0.45397063 0.52372058 0.72773699 0.46790693] Progress: 8.7% ... Training loss: 0.766 ... Validation loss: 1.295[ 0.19690032 0.51775899 0.40900815 0.86982819 0.5474001 ] [ 0.35234061 0.45106989 0.45885726 0.66488241 0.45744559] [ 0.58357791 0.49640336 0.49888101 0.44640421 0.37882997] [ 0.38668723 0.43321782 0.42858692 0.58114239 0.41395208] [ 0.61130361 0.4465712 0.52084359 0.45215336 0.43757157] [ 0.21542964 0.45172781 0.44548402 0.87082497 0.48778074] [ 0.66275368 0.63960764 0.3115627 0.70545508 0.40849735] [ 0.51884258 0.47999701 0.55044076 0.45812385 0.45083188] [ 0.45998009 0.52541394 0.41200866 0.56555697 0.54804125] [ 0.40687925 0.48965826 0.54240794 0.35262682 0.64314697] [ 0.71164522 0.3202605 0.48313605 0.46251893 0.35099019] [ 0.59567621 0.49530118 0.4895033 0.51026995 0.46354986] [ 0.46758666 0.54615941 0.60334389 0.5284018 0.49901937] [ 0.20913624 0.39280337 0.50706569 0.77021011 0.48624747] [ 0.53942415 0.36892429 0.525611 0.47282378 0.32633746] [ 0.27246631 0.53836067 0.56806618 0.71614637 0.58528008] [ 0.76508432 0.41430722 0.52105273 0.28204013 0.44492837] [ 0.55002845 0.51307913 0.49844625 0.5007295 0.60255101] [ 0.36387287 0.57810555 0.44069391 0.75623581 0.42004638] [ 0.59745193 0.45323536 0.45373056 0.46871128 0.4985269 ] [ 0.55994532 0.41688937 0.48149818 0.48873801 0.48044661] [ 0.2486859 0.50713187 0.51755723 0.8922616 0.55622977] [ 0.34163195 0.40265767 0.55588525 0.62748732 0.49965983] [ 0.57988208 0.39827467 0.38792269 0.45110946 0.36937539] [ 0.26204624 0.48777046 0.58632744 0.82311002 0.39394013] [ 0.55028573 0.50927661 0.42880608 0.44065198 0.38931463] [ 0.48037789 0.41028639 0.48830736 0.67059021 0.32320155] [ 0.4809419 0.41962444 0.57068913 0.44613901 0.35566866] [ 0.26416796 0.40559327 0.50178466 0.78914783 0.50445977] [ 0.32169509 0.58140248 0.29200848 0.6233132 0.40586388] [ 0.44406736 0.53869458 0.48580297 0.61199802 0.35053856] [ 0.84457934 0.4382656 0.51503871 0.26609618 0.38012752] [ 0.77577517 0.55031977 0.43351251 0.41848793 0.34355653] [ 0.23182895 0.46623998 0.50096857 0.78497288 0.49879114] [ 0.8364747 0.41672062 0.5181688 0.16695017 0.41963144] [ 0.22852617 0.5358844 0.46290664 0.88979134 0.50531969] [ 0.44684873 0.5755507 0.44117191 0.55958003 0.67180593] [ 0.46585218 0.42031938 0.52097082 0.66900824 0.3902071 ] [ 0.60480745 0.51900744 0.54297107 0.27914216 0.57494376] [ 0.36096636 0.59813072 0.37872715 0.66871609 0.4487523 ] [ 0.26552908 0.44466667 0.64500033 0.78448019 0.53857496] [ 0.64900634 0.40863851 0.48022011 0.404874 0.45859141] [ 0.45544808 0.51599576 0.44309218 0.47948817 0.41724774] [ 0.47263679 0.41133814 0.5562387 0.58842303 0.39913808] [ 0.77059706 0.50648257 0.64904248 0.22794757 0.4655554 ] [ 0.54070057 0.39114293 0.54459588 0.44558608 0.40675475] [ 0.47037489 0.48627992 0.61003119 0.4071941 0.44972737] [ 0.51515825 0.51570875 0.44239146 0.55173785 0.55214257] [ 0.77428225 0.33589337 0.59348054 0.24156837 0.37979194] [ 0.74834354 0.42867494 0.54270751 0.41494808 0.35428907] [ 0.58014633 0.63078277 0.38323529 0.67414231 0.35249408] [ 0.47005883 0.53330759 0.46304262 0.59019433 0.42950463] [ 0.71148117 0.33921187 0.64264827 0.21492479 0.4549721 ] [ 0.11664678 0.5060304 0.4087371 0.94416559 0.48006391] [ 0.24591426 0.40633725 0.4329584 0.82978494 0.4135922 ] [ 0.40406155 0.44790253 0.46219419 0.4776795 0.54363164] [ 0.80932572 0.32147231 0.63538376 0.16584343 0.46756319] [ 0.68019854 0.46016173 0.50691073 0.25046487 0.37093121] [ 0.75359302 0.41955334 0.61632348 0.43087777 0.40738516] [ 0.79726534 0.51931005 0.38314623 0.42926689 0.40321397] [ 0.15849358 0.43206975 0.39398898 0.92009948 0.41056972] [ 0.81335598 0.5120225 0.56539414 0.29274292 0.36331777] [ 0.60684751 0.49865102 0.47346032 0.51320527 0.35956226] [ 0.65259785 0.59774827 0.48767177 0.57120845 0.41871723] [ 0.72004575 0.52273758 0.33518754 0.35632518 0.31692608] [ 0.49238963 0.61148486 0.38097372 0.75166942 0.42083919] [ 0.79698015 0.39327571 0.65813981 0.18246547 0.38798359] [ 0.6751219 0.51867028 0.62347593 0.25128639 0.5219088 ] [ 0.535627 0.51506196 0.44592421 0.45199617 0.51364757] [ 0.37609067 0.55648316 0.5290305 0.78631824 0.50434054] [ 0.40579708 0.42134553 0.55941897 0.65732336 0.48740854] [ 0.57200892 0.50819776 0.51571184 0.38080684 0.35655949] [ 0.68033715 0.50054891 0.4102072 0.49796171 0.40631998] [ 0.73763101 0.48766157 0.58775344 0.35884754 0.4670147 ] [ 0.39312 0.3751767 0.4846866 0.70295729 0.50972826] [ 0.2356436 0.38055858 0.48615803 0.82023258 0.40649459] [ 0.65618796 0.45632839 0.4361346 0.52167695 0.37732433] [ 0.4796386 0.54304058 0.51560193 0.57023621 0.37703059] [ 0.28903038 0.36944805 0.36598907 0.80235693 0.39156614] [ 0.40487821 0.51625425 0.49339579 0.74114566 0.36970229] [ 0.35285851 0.5216116 0.54285856 0.75842729 0.63750814] [ 0.47340082 0.61020285 0.38918432 0.72122902 0.55124718] [ 0.71470356 0.54650261 0.57158303 0.43071769 0.43218698] [ 0.64908743 0.54617164 0.52808164 0.55143607 0.45269663] [ 0.57504491 0.46533779 0.4522712 0.49086626 0.50059651] [ 0.600082 0.51861332 0.55071297 0.37481593 0.40813663] [ 0.70347564 0.68231584 0.43138449 0.36280107 0.45119243] [ 0.36184285 0.62305279 0.48672126 0.68266913 0.56434867] [ 0.6874561 0.41674483 0.42294134 0.30719293 0.41073256] [ 0.80202032 0.51603429 0.49797596 0.23317791 0.42856151] [ 0.72875552 0.42064132 0.49485143 0.27977688 0.42124423] [ 0.52227017 0.59070425 0.35449501 0.55495214 0.40816881] [ 0.57121972 0.50480981 0.49380216 0.34207046 0.48693319] [ 0.41337085 0.51213939 0.53742559 0.53636266 0.45525111] [ 0.74281501 0.42166571 0.49821239 0.2684256 0.32600682] [ 0.42559562 0.5948325 0.60262205 0.68917528 0.49229855] [ 0.35212506 0.50461606 0.50836871 0.74180948 0.49234248] [ 0.58272043 0.38601972 0.44360434 0.46844381 0.4548979 ] [ 0.55749464 0.54326932 0.50574218 0.563193 0.53578266] [ 0.55289836 0.35948151 0.62151415 0.54633318 0.34925198] [ 0.49562117 0.48556524 0.46780704 0.66484407 0.33849489] [ 0.45467971 0.49873687 0.36831933 0.63304205 0.46755632] [ 0.17457634 0.41114207 0.36502544 0.84905856 0.47477454] [ 0.57439267 0.41069706 0.69036425 0.33039229 0.51311961] [ 0.66362061 0.54909621 0.4946432 0.58921606 0.39783191] [ 0.62284283 0.5214969 0.45102064 0.52237508 0.34641395] [ 0.57539234 0.49511736 0.49968749 0.55523095 0.31551223] [ 0.81062423 0.32319095 0.51702733 0.26030353 0.32244018] [ 0.44782807 0.34518056 0.4588133 0.66327236 0.4235052 ] [ 0.44784356 0.49365684 0.56637879 0.75481223 0.44775192] [ 0.63339799 0.28979396 0.47215846 0.2789014 0.43988243] [ 0.47930742 0.33304581 0.40175337 0.50021728 0.45727532] [ 0.38242394 0.54299151 0.50048606 0.50139233 0.53471433] [ 0.62671044 0.52891705 0.55521294 0.55885984 0.45264131] [ 0.48280746 0.38438096 0.46574407 0.61085686 0.36967955] [ 0.53463997 0.5131954 0.54256519 0.4995397 0.38033514] [ 0.71739502 0.55239373 0.31607102 0.48386233 0.35107388] [ 0.3446394 0.48428935 0.55193532 0.81571863 0.41709022] [ 0.43870234 0.55791273 0.42762059 0.74729489 0.42044883] [ 0.55785344 0.46265033 0.43515071 0.72651331 0.40730167] [ 0.59337642 0.5637477 0.50614557 0.43183888 0.39671775] [ 0.53332697 0.57224103 0.44649553 0.53484013 0.60441788] [ 0.73808394 0.54797335 0.53583063 0.53873577 0.3915864 ] [ 0.79110292 0.38562191 0.5845303 0.19950204 0.44107276] [ 0.6939907 0.52719616 0.56967411 0.36955928 0.41684446] [ 0.56187565 0.40766624 0.58014963 0.36678274 0.5245763 ] [ 0.68958129 0.51081173 0.55559088 0.43487592 0.42708989] [ 0.57405051 0.55792145 0.52786161 0.48536109 0.45003865] Progress: 8.8% ... Training loss: 0.765 ... Validation loss: 1.298[ 0.67831161 0.59989582 0.37040326 0.27145014 0.37736317] [ 0.61511801 0.44760056 0.46470655 0.36584738 0.53955984] [ 0.3145822 0.54800662 0.40938662 0.75269835 0.27842732] [ 0.49187456 0.54085695 0.41612165 0.52876337 0.45749696] [ 0.42595064 0.33711104 0.52550951 0.63172342 0.43623522] [ 0.63997454 0.41103589 0.51477458 0.41385093 0.58148956] [ 0.84477474 0.42029852 0.437721 0.19095892 0.31538061] [ 0.57562813 0.60035332 0.48591248 0.3517252 0.46349817] [ 0.56788335 0.44181695 0.49815397 0.42226231 0.45153134] [ 0.40477787 0.45063516 0.63536469 0.61894638 0.46079777] [ 0.49952203 0.51267795 0.63361983 0.68780582 0.46516837] [ 0.81817555 0.32653523 0.41402172 0.30803797 0.34655555] [ 0.69190119 0.51371 0.52448571 0.42545564 0.43323452] [ 0.46044835 0.49643205 0.46815483 0.60468998 0.51497981] [ 0.49259025 0.52260994 0.54179968 0.48377862 0.60427388] [ 0.68894833 0.51494728 0.5881777 0.44478755 0.41871571] [ 0.66357325 0.51070177 0.45221628 0.2462954 0.43682759] [ 0.58332221 0.46335574 0.56305662 0.46310817 0.47438228] [ 0.68624923 0.3886235 0.43462824 0.33033385 0.39757438] [ 0.55142679 0.54400395 0.54261824 0.55904862 0.37427014] [ 0.50424823 0.55186509 0.39329532 0.60490202 0.49921378] [ 0.46819575 0.502719 0.52641313 0.39711736 0.55548332] [ 0.27063151 0.53071589 0.51973623 0.77886529 0.52019219] [ 0.39691242 0.52838711 0.51746492 0.46832363 0.52152923] [ 0.60413366 0.54015139 0.48218831 0.28080654 0.46553941] [ 0.39296877 0.39565955 0.4628424 0.73165039 0.33373653] [ 0.3363453 0.54113291 0.54238405 0.84737937 0.549544 ] [ 0.76916473 0.37915626 0.5410047 0.28721246 0.42863087] [ 0.54817035 0.54561777 0.45224329 0.48861274 0.37113313] [ 0.79509149 0.43376678 0.68371292 0.26194432 0.45200416] [ 0.67056688 0.6139832 0.38832697 0.55863767 0.44130983] [ 0.60494055 0.42940671 0.56228284 0.52797512 0.31757211] [ 0.58315517 0.65068192 0.5144987 0.66478493 0.40897819] [ 0.5610264 0.43794944 0.52315742 0.47330719 0.40253627] [ 0.64373008 0.58941938 0.47118983 0.49975303 0.47793117] [ 0.58447352 0.33249719 0.60131499 0.40333504 0.51631701] [ 0.45634272 0.59452768 0.31701841 0.67661414 0.45825528] [ 0.70968263 0.36975162 0.57386251 0.25183094 0.34748347] [ 0.69065305 0.47734452 0.5456717 0.35589844 0.3851339 ] [ 0.65334602 0.54585771 0.63208423 0.3581486 0.42565262] [ 0.72104643 0.5180303 0.40883055 0.33412295 0.27663833] [ 0.40683671 0.54895301 0.38378961 0.78242203 0.39567697] [ 0.53511905 0.43610498 0.61422524 0.41335999 0.44461921] [ 0.29091343 0.52805407 0.49685203 0.80143532 0.53666359] [ 0.77302497 0.39043654 0.70342515 0.16577781 0.45574511] [ 0.50688786 0.4085825 0.46334083 0.44563705 0.40620924] [ 0.84208351 0.454496 0.54663928 0.32936706 0.35570149] [ 0.70769616 0.43343479 0.56178194 0.14292566 0.44242758] [ 0.36091011 0.59860477 0.4477775 0.79368171 0.48032029] [ 0.52142729 0.3714685 0.52039931 0.67220593 0.45425985] [ 0.71805384 0.4902996 0.54737375 0.34531962 0.49351972] [ 0.29388399 0.40199154 0.49430249 0.84444769 0.49756962] [ 0.36243391 0.60660091 0.51225051 0.73701998 0.49788962] [ 0.6017338 0.4299007 0.59730764 0.4791265 0.40918872] [ 0.47262779 0.35085638 0.49491219 0.66643044 0.39116453] [ 0.70864656 0.37875933 0.52865 0.27331155 0.39314408] [ 0.17883798 0.46576818 0.62092442 0.84101893 0.63228069] [ 0.39739581 0.51964772 0.5236464 0.76197082 0.37754282] [ 0.29615528 0.60830649 0.48320744 0.70237886 0.65401306] [ 0.62649971 0.42274032 0.58903628 0.23681397 0.34679918] [ 0.51495219 0.43206883 0.38795977 0.70715758 0.51562734] [ 0.28660712 0.51565856 0.41442129 0.73604252 0.3979026 ] [ 0.6075639 0.39569854 0.44252531 0.35764661 0.4044398 ] [ 0.6511048 0.404707 0.50896722 0.43574146 0.28103638] [ 0.31381215 0.37503209 0.52438356 0.8280862 0.48672726] [ 0.75294187 0.21285237 0.47679728 0.24562005 0.45414271] [ 0.75006168 0.53475418 0.56583645 0.23266066 0.45433615] [ 0.48615238 0.55614231 0.39731813 0.56710141 0.54470721] [ 0.42193182 0.55684203 0.41794697 0.75126281 0.33574447] [ 0.3675121 0.42020332 0.60074861 0.7289925 0.57346138] [ 0.62824692 0.49492596 0.4289577 0.51289379 0.46772603] [ 0.6820059 0.50341033 0.35711063 0.58690189 0.53286202] [ 0.51729968 0.60309612 0.28097983 0.80518087 0.4144449 ] [ 0.75557784 0.49790381 0.46769968 0.28857415 0.296049 ] [ 0.6931309 0.44090355 0.39894271 0.32936971 0.41614731] [ 0.5254155 0.4203833 0.49908972 0.5387924 0.33532966] [ 0.70238552 0.55644709 0.59442065 0.42375421 0.44099362] [ 0.28907757 0.46915331 0.53890157 0.70924832 0.36926039] [ 0.76988546 0.33744818 0.39390046 0.40672999 0.30884224] [ 0.43503898 0.43333468 0.43613811 0.69132967 0.40769914] [ 0.7662026 0.39639985 0.45475577 0.26112231 0.30836744] [ 0.21789986 0.45202854 0.48068403 0.791739 0.40985633] [ 0.80824447 0.49255025 0.57540223 0.17881775 0.39464864] [ 0.32231136 0.51398992 0.52035518 0.71971136 0.61168299] [ 0.37191915 0.5317705 0.54383686 0.68507188 0.59308893] [ 0.61085733 0.57408945 0.44561561 0.53247648 0.39586814] [ 0.23126241 0.48780268 0.42497011 0.86759388 0.37736177] [ 0.64271393 0.48597857 0.43442871 0.42080198 0.33069724] [ 0.40508835 0.67186478 0.35301751 0.68643559 0.41536634] [ 0.21813832 0.51816375 0.57329207 0.80908218 0.54588152] [ 0.45268304 0.61931895 0.38083561 0.78323873 0.36376049] [ 0.42323781 0.35008805 0.59987849 0.81672054 0.413901 ] [ 0.72792125 0.46481408 0.44636665 0.41900493 0.43968555] [ 0.40250691 0.27189684 0.53604991 0.62402783 0.43988199] [ 0.6968386 0.50320448 0.49520893 0.49329569 0.41317522] [ 0.20466661 0.44243792 0.48540892 0.83739446 0.43109156] [ 0.74029874 0.53666491 0.54883299 0.41953352 0.39051948] [ 0.74209498 0.46647282 0.53495108 0.474369 0.31394703] [ 0.83184326 0.54969271 0.48020181 0.40990007 0.33695738] [ 0.6178451 0.5314015 0.55528978 0.53072875 0.48157376] [ 0.34385392 0.40538387 0.49123619 0.59666657 0.50566114] [ 0.49961944 0.53587712 0.46016021 0.60134684 0.46969911] [ 0.18192182 0.55782749 0.37179573 0.89318268 0.47157977] [ 0.76952547 0.51173797 0.44039387 0.2217533 0.38443164] [ 0.68371095 0.54089471 0.51434591 0.49243487 0.28022232] [ 0.75450235 0.40419083 0.51874946 0.25095327 0.46809947] [ 0.46508012 0.49137558 0.3634459 0.41847966 0.43938244] [ 0.35182102 0.52222217 0.54269877 0.75877968 0.637716 ] [ 0.37599195 0.31318214 0.68198668 0.66669744 0.48454014] [ 0.84349674 0.40827212 0.37569707 0.28961934 0.40953961] [ 0.57712273 0.51653546 0.49615834 0.46808883 0.55379931] [ 0.49949686 0.46950113 0.50334432 0.69422914 0.40738589] [ 0.33732323 0.51489085 0.51936599 0.68941512 0.62993719] [ 0.67710441 0.38029035 0.56861626 0.25692124 0.37264736] [ 0.73757011 0.45412209 0.48970813 0.49134433 0.37881465] [ 0.4814874 0.4491145 0.55727045 0.62814572 0.31833867] [ 0.28741885 0.43353375 0.6091981 0.65235965 0.62363085] [ 0.53726284 0.50986829 0.53338891 0.63605512 0.34416313] [ 0.30818191 0.56404428 0.44582333 0.85995368 0.34888261] [ 0.63729428 0.31829043 0.69447954 0.37290946 0.4117975 ] [ 0.80251847 0.35520698 0.45389772 0.20738584 0.28614248] [ 0.5727113 0.62239285 0.39155617 0.53041742 0.51349879] [ 0.31442689 0.47761754 0.51253379 0.71977787 0.38994437] [ 0.58938943 0.64996641 0.39073391 0.64868835 0.47225694] [ 0.55123972 0.54411401 0.50739775 0.46703929 0.40577386] [ 0.39962454 0.59697608 0.60907294 0.63270771 0.55216023] [ 0.41537438 0.39312811 0.51928918 0.78555747 0.45557185] [ 0.30285781 0.45061134 0.48512926 0.86235179 0.4277713 ] Progress: 8.8% ... Training loss: 0.764 ... Validation loss: 1.299[ 0.68032006 0.56088082 0.58958414 0.41446041 0.46794 ] [ 0.44888113 0.54022305 0.49211181 0.57982037 0.36238618] [ 0.64567893 0.48465592 0.68527134 0.50766823 0.43067389] [ 0.53139102 0.36943977 0.47005748 0.47380205 0.32833928] [ 0.59869086 0.35873557 0.47393561 0.50479812 0.44346905] [ 0.60710364 0.44051648 0.4016233 0.37567478 0.41778236] [ 0.48862668 0.52648378 0.45589098 0.47312459 0.51310518] [ 0.31857955 0.4383382 0.47702087 0.67004836 0.36274404] [ 0.69353643 0.48371773 0.35889566 0.58573383 0.39121102] [ 0.42489527 0.55759901 0.32754351 0.65599343 0.37677061] [ 0.6435629 0.58947445 0.47117164 0.49986535 0.47794768] [ 0.29159736 0.5565975 0.52205076 0.77743512 0.53721269] [ 0.30144772 0.57409753 0.47812273 0.92797533 0.51473104] [ 0.4431318 0.44192164 0.54114284 0.47082505 0.58349674] [ 0.49341303 0.60914542 0.35869922 0.54442725 0.46863533] [ 0.30323423 0.55784366 0.57994514 0.80106034 0.44105267] [ 0.52731981 0.47171169 0.6947945 0.52776381 0.44364902] [ 0.47545758 0.41255175 0.57825343 0.73312302 0.30884112] [ 0.71110801 0.35422181 0.53507635 0.34517426 0.419807 ] [ 0.31371444 0.52810396 0.61477206 0.7419917 0.58947911] [ 0.25699566 0.52967 0.58757826 0.76941714 0.57499397] [ 0.30813701 0.39957442 0.4877028 0.8451717 0.45096155] [ 0.15952853 0.48293969 0.53811708 0.88406417 0.59174467] [ 0.26539147 0.38550047 0.42135003 0.77129885 0.47107903] [ 0.50980551 0.42513702 0.49428881 0.57306549 0.36302935] [ 0.40766838 0.50640444 0.60972689 0.74648101 0.58264649] [ 0.49759417 0.49953081 0.35000727 0.66057977 0.44845921] [ 0.64964054 0.50918774 0.46816025 0.53355458 0.38297321] [ 0.34536642 0.55231544 0.37612042 0.8130548 0.52484613] [ 0.60459769 0.57792775 0.54493006 0.52807782 0.39948744] [ 0.67884588 0.52042196 0.53391515 0.41383193 0.42680092] [ 0.69680568 0.47495316 0.56746382 0.32606277 0.42797653] [ 0.4448889 0.52628719 0.30816208 0.71006186 0.42292065] [ 0.54029536 0.60424758 0.35542574 0.42747418 0.36089356] [ 0.58195355 0.45101754 0.46144228 0.4021961 0.3714706 ] [ 0.35913817 0.46816075 0.48786724 0.71862674 0.3295215 ] [ 0.51062545 0.65152745 0.53840078 0.63827624 0.43124048] [ 0.58196355 0.49290084 0.47084485 0.54233783 0.35563114] [ 0.58415865 0.402487 0.54681603 0.31935365 0.52558666] [ 0.43908704 0.44975364 0.50129186 0.65113845 0.59476958] [ 0.64303209 0.481342 0.40336896 0.49196396 0.49127736] [ 0.52603279 0.4805901 0.35725576 0.46176765 0.38280446] [ 0.35071616 0.50367429 0.47637103 0.76213118 0.35878955] [ 0.23275812 0.51146731 0.46715287 0.72997149 0.43728044] [ 0.55981668 0.35873032 0.56614886 0.37755752 0.65084665] [ 0.76289501 0.43954258 0.54548827 0.32311987 0.42451707] [ 0.77808532 0.4409825 0.59805059 0.23420634 0.41489725] [ 0.54660176 0.24870302 0.53312964 0.38615266 0.5015231 ] [ 0.55375867 0.50365425 0.52839545 0.41365489 0.40196164] [ 0.4650684 0.44490386 0.44910536 0.53971637 0.50423305] [ 0.71248476 0.55118519 0.48866023 0.49280734 0.47636944] [ 0.53683743 0.52391541 0.44520738 0.69850149 0.42817832] [ 0.75252078 0.50142041 0.44594542 0.29769082 0.4325244 ] [ 0.21333985 0.57832678 0.37872097 0.83400554 0.33492575] [ 0.56995499 0.55655961 0.53174501 0.56113514 0.37446633] [ 0.79245958 0.47513743 0.489451 0.3244664 0.34354745] [ 0.29058763 0.54893314 0.44189386 0.79086175 0.51961718] [ 0.38258197 0.55545121 0.39154195 0.77499258 0.36691836] [ 0.47162847 0.57596695 0.32096733 0.69040815 0.43038363] [ 0.73997391 0.35942718 0.53283876 0.25591027 0.33232428] [ 0.38806622 0.46609966 0.57535494 0.73035419 0.41300831] [ 0.20909742 0.52616739 0.51606245 0.84763188 0.47840586] [ 0.66652369 0.37225615 0.550074 0.3794408 0.36543439] [ 0.21638562 0.51919991 0.48453397 0.81561378 0.48396415] [ 0.66715968 0.46833941 0.49669715 0.38654042 0.3328706 ] [ 0.43452832 0.4820385 0.61987048 0.6553273 0.4428933 ] [ 0.53022803 0.46432032 0.58841544 0.63792022 0.34232359] [ 0.25673587 0.58924059 0.45840894 0.731597 0.5755871 ] [ 0.4425699 0.47230479 0.38247162 0.6842135 0.53510891] [ 0.53055363 0.50384819 0.69711976 0.51167535 0.47667586] [ 0.44756645 0.39816125 0.58606942 0.37486832 0.50893352] [ 0.73618176 0.32977501 0.57413578 0.36168292 0.37206543] [ 0.30844944 0.59950407 0.34484713 0.80131927 0.35392416] [ 0.69684597 0.5202467 0.44109643 0.3471657 0.5015899 ] [ 0.57882733 0.46709417 0.56076952 0.51816583 0.3735989 ] [ 0.58739419 0.44869686 0.55381345 0.3733947 0.38701673] [ 0.23246606 0.51749148 0.449321 0.88152912 0.47635916] [ 0.49672102 0.40288646 0.46812955 0.59571765 0.34044515] [ 0.57951513 0.47191051 0.58347655 0.50689421 0.52488603] [ 0.27822163 0.43601759 0.55614651 0.80181754 0.51574541] [ 0.7243718 0.5262873 0.59043553 0.37871662 0.43103455] [ 0.24839393 0.52079865 0.41356373 0.83380223 0.34234029] [ 0.61165128 0.50946259 0.54137102 0.22438644 0.59998379] [ 0.65734872 0.48574528 0.45267705 0.47709836 0.33090651] [ 0.53308331 0.44702488 0.4684908 0.61347737 0.36898503] [ 0.46658443 0.45809741 0.44045204 0.5740215 0.41478383] [ 0.2536834 0.41820898 0.46933959 0.81324439 0.57110489] [ 0.52615884 0.56668587 0.44784728 0.62042864 0.59563036] [ 0.45340435 0.55840455 0.37102114 0.71641497 0.40473463] [ 0.67078527 0.46847834 0.49919852 0.41337313 0.42600543] [ 0.4656796 0.43186973 0.51075237 0.78263639 0.42060686] [ 0.14014806 0.54088223 0.35422082 0.84018478 0.47986417] [ 0.5010717 0.53007607 0.54199623 0.65322864 0.51668287] [ 0.54969864 0.4374309 0.54411738 0.49646702 0.45314269] [ 0.50443634 0.4547891 0.51536107 0.52274268 0.36092403] [ 0.50961884 0.41483824 0.60575129 0.64202756 0.45167261] [ 0.45947491 0.51606767 0.55246766 0.60148711 0.40401117] [ 0.34887771 0.56034436 0.55663864 0.55939033 0.3509646 ] [ 0.48453116 0.54356716 0.28248687 0.57221475 0.38316989] [ 0.42242525 0.50635545 0.42401335 0.76882882 0.34334304] [ 0.45340435 0.55840455 0.37102114 0.71641497 0.40473463] [ 0.73237193 0.42442205 0.5144804 0.22316981 0.42696571] [ 0.28500809 0.40374654 0.47642896 0.82530531 0.53103302] [ 0.60670763 0.47163098 0.53081107 0.41584175 0.42297652] [ 0.37879711 0.51675296 0.51723384 0.58307584 0.5150132 ] [ 0.66391918 0.53005839 0.43729723 0.27295235 0.34651973] [ 0.57278217 0.4396507 0.59675634 0.50728643 0.41244988] [ 0.58616207 0.49114786 0.31977703 0.58677211 0.42485901] [ 0.31452285 0.45751327 0.57180204 0.69821654 0.53141014] [ 0.59398063 0.37367464 0.59103519 0.49705076 0.46005875] [ 0.8847032 0.35004741 0.54589678 0.11723925 0.33525888] [ 0.61406786 0.23174292 0.53910494 0.44172791 0.3997633 ] [ 0.58082494 0.36856989 0.550805 0.58673415 0.5540936 ] [ 0.58322311 0.6135517 0.45596995 0.5317692 0.43733662] [ 0.31163769 0.50995366 0.61626568 0.76625591 0.48419359] [ 0.654837 0.48392274 0.53517242 0.21935698 0.55402936] [ 0.70007991 0.37546228 0.66811035 0.2488768 0.47990754] [ 0.51219998 0.5057229 0.63186353 0.39188899 0.37464715] [ 0.59474041 0.42804339 0.59459242 0.23693657 0.576266 ] [ 0.41836888 0.50055784 0.44637888 0.72799388 0.52268916] [ 0.58918577 0.53139249 0.45212418 0.42991878 0.32326855] [ 0.17335241 0.42382096 0.51443663 0.88271526 0.51060821] [ 0.62113889 0.65747091 0.46283462 0.60488365 0.46208317] [ 0.61856939 0.5070804 0.46512012 0.57343574 0.50182397] [ 0.6907043 0.4314613 0.44682096 0.53909983 0.40199531] [ 0.23537433 0.53692235 0.52108779 0.85281866 0.60784227] [ 0.42523267 0.44567311 0.53770375 0.68621613 0.4373578 ] [ 0.65235081 0.47723626 0.35596777 0.4148047 0.36232505] Progress: 8.8% ... Training loss: 0.763 ... Validation loss: 1.299[ 0.71207383 0.28594799 0.5961329 0.42597858 0.46226413] [ 0.28302082 0.50373604 0.5548472 0.75768669 0.46922118] [ 0.45156163 0.58234959 0.38868678 0.64401742 0.39849313] [ 0.3892409 0.60446163 0.43522035 0.74586001 0.32066776] [ 0.49655031 0.54807097 0.36969942 0.45469628 0.46169984] [ 0.43024636 0.42088646 0.4356801 0.6347645 0.5618904 ] [ 0.30514751 0.5831316 0.51651798 0.73081216 0.54680499] [ 0.36355942 0.43803682 0.53341457 0.87375452 0.5383833 ] [ 0.34022187 0.3827941 0.59957915 0.69499812 0.50838014] [ 0.51674889 0.47939632 0.47566357 0.43594431 0.50790402] [ 0.36122742 0.46538896 0.4457485 0.69843913 0.5453603 ] [ 0.62507752 0.5293916 0.57833176 0.44273232 0.49567141] [ 0.60513136 0.4577924 0.39807393 0.32027831 0.35712594] [ 0.69352723 0.54369734 0.59176812 0.44674774 0.38667342] [ 0.21627654 0.51957602 0.57292016 0.80988743 0.54638938] [ 0.56384902 0.47833326 0.6313906 0.63220164 0.3657079 ] [ 0.34609954 0.43116771 0.45391203 0.66865668 0.56767457] [ 0.79879852 0.37106352 0.57002453 0.29972662 0.35572423] [ 0.49963227 0.61525763 0.50511699 0.41728335 0.6425796 ] [ 0.51590412 0.38419738 0.48189673 0.40335361 0.64189757] [ 0.45153942 0.56237155 0.39485067 0.66344178 0.38629992] [ 0.7533468 0.43253945 0.54271883 0.29417773 0.45155985] [ 0.31318799 0.52124445 0.41033131 0.71757363 0.47597692] [ 0.47116748 0.46154134 0.51752894 0.37832157 0.46668742] [ 0.18369889 0.55869272 0.45992941 0.84894486 0.47773066] [ 0.73366132 0.55528888 0.49558068 0.43938103 0.3971292 ] [ 0.38713893 0.38415551 0.48307759 0.68689242 0.48916883] [ 0.76556709 0.35201987 0.70622465 0.27126796 0.35162967] [ 0.52014343 0.57974737 0.61607161 0.57055898 0.46007473] [ 0.51479112 0.36294802 0.53228745 0.62158675 0.32691483] [ 0.52993654 0.52424439 0.45185466 0.57816836 0.36247413] [ 0.46225492 0.43335094 0.56785067 0.63636972 0.32662406] [ 0.30218707 0.40814453 0.62259731 0.84437866 0.4929473 ] [ 0.72565678 0.41178026 0.54584837 0.17954565 0.39143102] [ 0.33924605 0.66475125 0.30633444 0.79018217 0.51850246] [ 0.49525019 0.37886365 0.51631766 0.51682281 0.48516057] [ 0.62721861 0.32100538 0.43741641 0.45402101 0.34122565] [ 0.5932304 0.40095576 0.43139897 0.48757825 0.50894033] [ 0.36421085 0.48918929 0.5015436 0.86843483 0.42175872] [ 0.2171351 0.3894807 0.40812392 0.7624093 0.49621259] [ 0.76541025 0.36846233 0.54389756 0.32478614 0.35741812] [ 0.60942058 0.57109883 0.56978497 0.56823968 0.37068033] [ 0.33023172 0.57510197 0.44184906 0.66326817 0.53973368] [ 0.71607899 0.5467522 0.56459057 0.22094589 0.4274956 ] [ 0.75344846 0.38463103 0.53850894 0.24512437 0.33933307] [ 0.39230469 0.47108025 0.54777207 0.77036974 0.49245564] [ 0.67484202 0.59556846 0.38391454 0.47551639 0.41767402] [ 0.65951866 0.57522792 0.37749823 0.64253685 0.38682954] [ 0.3530521 0.43275422 0.45270245 0.68399949 0.40793399] [ 0.29673203 0.57033422 0.58887611 0.79748305 0.46926821] [ 0.42761939 0.52531145 0.57610819 0.71002889 0.44525287] [ 0.353747 0.63064488 0.28727827 0.75815747 0.46215615] [ 0.64548317 0.38632908 0.4457644 0.22558849 0.40889761] [ 0.69105108 0.28236385 0.5543077 0.31615671 0.47917619] [ 0.38191594 0.42967095 0.5394282 0.53556595 0.57490175] [ 0.7282324 0.43748867 0.59430256 0.33916079 0.43810477] [ 0.63821653 0.42154842 0.46808318 0.38336171 0.36813085] [ 0.74016752 0.38954429 0.55655363 0.17767605 0.48029283] [ 0.56051724 0.55326939 0.54815697 0.52316592 0.44655994] [ 0.49896018 0.57653587 0.56192142 0.50588449 0.36472983] [ 0.56682262 0.57775235 0.47256354 0.55761446 0.51917134] [ 0.57319875 0.43897467 0.48565907 0.4533296 0.48376034] [ 0.77843394 0.63993913 0.45986191 0.43109787 0.39438436] [ 0.74093102 0.41346684 0.62431576 0.22738524 0.40401006] [ 0.46170994 0.63913285 0.4502195 0.67233981 0.4087214 ] [ 0.67520631 0.3253842 0.62122869 0.27042065 0.42781034] [ 0.20747545 0.54247372 0.44059926 0.84546457 0.53197994] [ 0.51999077 0.45838577 0.53421648 0.47562544 0.58094913] [ 0.4373124 0.44311096 0.37530349 0.75143658 0.27757488] [ 0.42276684 0.59024804 0.34493288 0.78409995 0.59518889] [ 0.46653561 0.70323057 0.31376565 0.87853042 0.47772483] [ 0.4043653 0.3515112 0.37288764 0.69554559 0.38352148] [ 0.618723 0.49652752 0.45957266 0.39866519 0.50409061] [ 0.7163861 0.50782973 0.3229514 0.50325542 0.38264668] [ 0.69424705 0.38624643 0.52419881 0.21981535 0.40654668] [ 0.4440163 0.53383014 0.57476694 0.6507962 0.40427152] [ 0.31849166 0.43854859 0.47696127 0.67002508 0.36281698] [ 0.40723789 0.49121391 0.62683747 0.79404566 0.38167935] [ 0.65048084 0.59178909 0.54611822 0.53576886 0.44517091] [ 0.26201749 0.56249352 0.53012595 0.84872393 0.62245852] [ 0.8377735 0.52637564 0.46048043 0.27824093 0.37703687] [ 0.78407888 0.47139201 0.54846677 0.31927255 0.38157029] [ 0.44357437 0.48666341 0.59058793 0.57662042 0.51060689] [ 0.30237447 0.54247353 0.55898992 0.75238603 0.40631737] [ 0.30255165 0.55703206 0.44097489 0.51780788 0.51465655] [ 0.71690421 0.42161456 0.68761604 0.2856695 0.48286546] [ 0.49505416 0.48354585 0.54182047 0.57315996 0.4421085 ] [ 0.44618276 0.47490748 0.4840484 0.49103882 0.45831554] [ 0.39409189 0.4988047 0.45576123 0.72083868 0.54869856] [ 0.46319356 0.6420535 0.39158932 0.72752835 0.47342388] [ 0.5483968 0.44107336 0.37266813 0.53806099 0.63119396] [ 0.56006868 0.42786055 0.56331485 0.38168578 0.60362341] [ 0.64542024 0.34290303 0.63537672 0.36529619 0.36487724] [ 0.33824005 0.65748603 0.3891354 0.86565543 0.41803933] [ 0.72017151 0.5521345 0.51968863 0.30514672 0.35398599] [ 0.37924121 0.55043518 0.51836382 0.67791857 0.4222348 ] [ 0.51806774 0.6622381 0.47627655 0.58817318 0.48793594] [ 0.75544889 0.46767459 0.55256787 0.46832431 0.40208933] [ 0.37962473 0.45487539 0.5432651 0.57400578 0.3702878 ] [ 0.38567851 0.40523322 0.41422148 0.77304914 0.39511529] [ 0.64426515 0.45509607 0.58552443 0.36503935 0.40749813] [ 0.49205736 0.50054638 0.38874348 0.55591524 0.39122535] [ 0.68651836 0.39466476 0.31727599 0.40241592 0.34979924] [ 0.70067636 0.43016164 0.48362539 0.33324244 0.31672848] [ 0.82714783 0.46277014 0.47276863 0.2077822 0.4137493 ] [ 0.56377012 0.51015244 0.68108104 0.44130351 0.3852601 ] [ 0.71291364 0.40117398 0.46133134 0.31346226 0.36199967] [ 0.65731602 0.41811987 0.54689563 0.30507103 0.46722948] [ 0.57246444 0.41758798 0.65716306 0.59930013 0.36981969] [ 0.71316279 0.45417896 0.50993764 0.46190288 0.40056707] [ 0.60690642 0.44150506 0.53217697 0.36295456 0.45234807] [ 0.41565824 0.52130128 0.59509402 0.7764016 0.55457755] [ 0.39207418 0.37689088 0.43343971 0.64128384 0.33517662] [ 0.68203773 0.53689531 0.41979405 0.45624467 0.32307099] [ 0.84190122 0.33730481 0.5414744 0.17136843 0.40854971] [ 0.47996985 0.53677359 0.51993449 0.62729508 0.50780883] [ 0.69626213 0.63202433 0.49747208 0.55949266 0.41385208] [ 0.58911527 0.45528967 0.47907834 0.46962561 0.39981185] [ 0.60420769 0.53783614 0.55078836 0.51210254 0.36680843] [ 0.35115317 0.54055123 0.41308297 0.62864184 0.34842497] [ 0.34130514 0.64453507 0.24941165 0.7748369 0.44742547] [ 0.53816306 0.5254185 0.43307264 0.56272 0.39077415] [ 0.46388983 0.42241565 0.41384809 0.57755942 0.30503435] [ 0.26047746 0.36861733 0.40082617 0.82398875 0.52363552] [ 0.56278052 0.35937903 0.58597159 0.41479805 0.53790035] [ 0.52290387 0.59444599 0.36418004 0.53613387 0.42855333] [ 0.55193956 0.613813 0.30991245 0.66917277 0.45676559] [ 0.15048604 0.5511888 0.52056148 0.90180856 0.61919121] Progress: 8.9% ... Training loss: 0.762 ... Validation loss: 1.297[ 0.47242411 0.52136899 0.58023275 0.74563892 0.41634073] [ 0.39221187 0.47115795 0.54774938 0.77037847 0.49248672] [ 0.76193285 0.38594733 0.4403481 0.40211234 0.42370803] [ 0.27073209 0.56575882 0.46771957 0.88467276 0.51107027] [ 0.27319224 0.45289196 0.5318441 0.67536884 0.45617182] [ 0.55473315 0.56004957 0.39005979 0.51133412 0.41515339] [ 0.14416769 0.51394685 0.50964206 0.9147284 0.64032087] [ 0.62568045 0.25932835 0.55357549 0.33716687 0.47056037] [ 0.74697728 0.49209593 0.40548835 0.39710299 0.48036599] [ 0.570475 0.5369105 0.56672425 0.49638857 0.514858 ] [ 0.77088296 0.34173211 0.60406039 0.22031013 0.45236344] [ 0.71812979 0.29029142 0.43099983 0.22761437 0.46592879] [ 0.79661021 0.35154869 0.64148528 0.18604122 0.46384387] [ 0.65560336 0.43444981 0.39989491 0.27618612 0.42213488] [ 0.50364272 0.48467013 0.42191441 0.44760851 0.51475713] [ 0.34046129 0.57241756 0.48361697 0.79209871 0.46659192] [ 0.297281 0.46899373 0.45525454 0.76952214 0.34872866] [ 0.62369534 0.65503947 0.42593214 0.58277636 0.48042171] [ 0.67824099 0.52948758 0.4331481 0.36768949 0.30695134] [ 0.38468772 0.59567896 0.46570483 0.66348952 0.53197689] [ 0.56160078 0.43588758 0.46575245 0.41487932 0.40825274] [ 0.31003097 0.4841141 0.58544764 0.77187411 0.38320103] [ 0.40605927 0.49058487 0.54247123 0.70050776 0.34948613] [ 0.47930821 0.37583986 0.48999058 0.64992942 0.47381063] [ 0.50555437 0.54303418 0.58949948 0.5186914 0.49125405] [ 0.78467026 0.38275893 0.47192471 0.27067539 0.3599703 ] [ 0.70132433 0.53987064 0.54903049 0.27123797 0.54436758] [ 0.609355 0.54283179 0.49543999 0.29512817 0.54659408] [ 0.4622082 0.41267393 0.52383991 0.59837248 0.39426954] [ 0.58304461 0.44374068 0.59050315 0.49771769 0.34523455] [ 0.50472766 0.4168526 0.48747805 0.61313888 0.34914964] [ 0.64200031 0.46652616 0.50803447 0.52170505 0.3925178 ] [ 0.42655158 0.56915533 0.45978551 0.59103006 0.52534131] [ 0.8571208 0.41556368 0.49800809 0.2244222 0.42995548] [ 0.43665703 0.46951226 0.54863037 0.74854884 0.56770696] [ 0.51800773 0.36552512 0.51895295 0.42383757 0.3184981 ] [ 0.23348463 0.50184994 0.51130619 0.77389692 0.54514317] [ 0.65460299 0.54158473 0.464659 0.55341253 0.37351645] [ 0.47054499 0.55272373 0.56214078 0.56540026 0.63288518] [ 0.72649641 0.47906031 0.50243034 0.20821773 0.34829208] [ 0.78038965 0.42947714 0.50417936 0.26597284 0.41012008] [ 0.62682454 0.63682592 0.34210936 0.49242369 0.32782121] [ 0.39053281 0.49469765 0.54475187 0.57102357 0.51063939] [ 0.29323094 0.55419252 0.39623029 0.79279764 0.38709795] [ 0.31436282 0.45771313 0.57174573 0.69825325 0.5314863 ] [ 0.37660391 0.50261566 0.34485842 0.55807941 0.45611907] [ 0.31324053 0.48596931 0.50208045 0.62405413 0.50433876] [ 0.45770031 0.49052814 0.44882576 0.82836348 0.34698778] [ 0.50460212 0.45481896 0.51535328 0.5226176 0.36093068] [ 0.51753223 0.4309584 0.49378842 0.59075972 0.60831867] [ 0.50764029 0.43742321 0.69049072 0.60989788 0.47733283] [ 0.71265873 0.53730792 0.35840337 0.33087726 0.30222755] [ 0.47134707 0.37197524 0.47787247 0.57082445 0.44960291] [ 0.43302433 0.42059892 0.5035316 0.40050351 0.49226293] [ 0.18552151 0.42420312 0.42215182 0.89402695 0.39821735] [ 0.51065219 0.51483752 0.47760069 0.67247328 0.2791426 ] [ 0.69274045 0.46892795 0.56157968 0.29802539 0.45860129] [ 0.17850823 0.48352843 0.57388706 0.8107813 0.57805216] [ 0.63253316 0.38639594 0.51326193 0.34378758 0.597819 ] [ 0.69738121 0.4716044 0.61731277 0.37626158 0.45138827] [ 0.39794992 0.50887621 0.58330674 0.75236312 0.3701191 ] [ 0.74067873 0.39856038 0.56227312 0.38978798 0.41421891] [ 0.58061943 0.56749978 0.33336718 0.51759313 0.35749525] [ 0.49568047 0.61125989 0.53258273 0.71379845 0.47040762] [ 0.71871033 0.4347074 0.62309487 0.28059986 0.49410306] [ 0.59174837 0.54227803 0.5859903 0.48979151 0.44464545] [ 0.51748162 0.39106999 0.51045647 0.54860658 0.52550368] [ 0.34956912 0.51233512 0.42591711 0.65712307 0.44447395] [ 0.78004231 0.43973744 0.59838907 0.23319591 0.41444053] [ 0.54188387 0.46052201 0.47570467 0.33909876 0.34504702] [ 0.55763118 0.55816442 0.36279893 0.56765647 0.42117553] [ 0.56817925 0.48101813 0.59653842 0.39320598 0.59127304] [ 0.26061303 0.50004844 0.57884491 0.83797731 0.44099325] [ 0.43343217 0.471158 0.50730273 0.74025883 0.50465439] [ 0.57398668 0.60483406 0.48898067 0.65464158 0.400159 ] [ 0.18187992 0.56268689 0.51644153 0.81333105 0.5499647 ] [ 0.38710159 0.48168703 0.47148181 0.47476034 0.46220191] [ 0.54908534 0.74019735 0.39846738 0.78232399 0.48037868] [ 0.61298177 0.51654932 0.50972013 0.4307475 0.40294635] [ 0.82482734 0.35708072 0.51239451 0.16402069 0.39685234] [ 0.46673108 0.42711817 0.63268508 0.76212131 0.43171619] [ 0.61382991 0.47434449 0.59973771 0.56509018 0.40061284] [ 0.75816819 0.43556565 0.54889568 0.22160309 0.441246 ] [ 0.45720573 0.55805662 0.33364495 0.53920571 0.38481107] [ 0.47565858 0.38772109 0.50793713 0.54696257 0.48345889] [ 0.50750937 0.49257988 0.57862696 0.7289782 0.43759369] [ 0.53382137 0.45562843 0.49442223 0.48500798 0.49136057] [ 0.46183237 0.56147389 0.40252956 0.56720684 0.46247009] [ 0.30591783 0.58657024 0.43744719 0.61686033 0.47488322] [ 0.35084439 0.36034888 0.50385122 0.76463053 0.43628078] [ 0.72032692 0.46139597 0.57490479 0.20843822 0.48779136] [ 0.51367697 0.37385411 0.50487141 0.50261757 0.39181536] [ 0.42983395 0.42956704 0.35620849 0.75828893 0.54135436] [ 0.37592829 0.63788107 0.37491829 0.83885742 0.59893869] [ 0.60232997 0.4473725 0.42377587 0.45073679 0.45791411] [ 0.42515086 0.45806147 0.46152657 0.70137273 0.44783816] [ 0.39765648 0.43663466 0.36662212 0.45953855 0.52975304] [ 0.23444271 0.56853373 0.4290297 0.63625949 0.49594626] [ 0.71588176 0.55432743 0.35464079 0.42653732 0.34090617] [ 0.77780824 0.41059407 0.54844643 0.25132875 0.48195076] [ 0.27010562 0.45114661 0.5120187 0.69389495 0.5950557 ] [ 0.44193948 0.59219723 0.51145164 0.51402421 0.49934088] [ 0.60431999 0.49162719 0.49655628 0.3827476 0.41820535] [ 0.70845344 0.43395853 0.46061314 0.36544998 0.43889384] [ 0.67431835 0.55621202 0.44774103 0.48826147 0.36568488] [ 0.57833968 0.39450592 0.49848533 0.26749668 0.55020118] [ 0.24037205 0.46358988 0.43117427 0.89369341 0.56319332] [ 0.46960003 0.3997116 0.54004131 0.59257862 0.4946067 ] [ 0.70750516 0.44644098 0.5724335 0.35029361 0.42847161] [ 0.32464708 0.58351114 0.44438102 0.656979 0.40431784] [ 0.65514436 0.57732384 0.55679982 0.63371816 0.44638178] [ 0.49768924 0.50776395 0.4630993 0.65127902 0.57463953] [ 0.2304145 0.39879689 0.53416673 0.8312519 0.54885862] [ 0.72714161 0.39942952 0.43846086 0.32862603 0.40981756] [ 0.39667849 0.50743563 0.44356437 0.72878701 0.56899587] [ 0.55712205 0.59164187 0.41969498 0.57742128 0.52473918] [ 0.71884592 0.5866332 0.40122709 0.55112414 0.40474085] [ 0.55647804 0.40293788 0.50903712 0.65082803 0.38525806] [ 0.4457964 0.5901431 0.42911881 0.68294431 0.55313471] [ 0.68678613 0.59382534 0.5135442 0.45569901 0.4334142 ] [ 0.43090775 0.52295673 0.47291267 0.53261991 0.51130173] [ 0.35273268 0.53788268 0.34983971 0.6750606 0.46638577] [ 0.74090397 0.46931745 0.36818939 0.30416216 0.33563008] [ 0.7207256 0.51553456 0.42775889 0.32685835 0.33717621] [ 0.32937384 0.52067592 0.50827379 0.71710249 0.57148594] [ 0.58645397 0.45349418 0.5177987 0.55212831 0.38259591] [ 0.75674619 0.44728281 0.52312551 0.34712417 0.46651012] [ 0.63590434 0.50490952 0.52512804 0.40789196 0.50603955] Progress: 8.9% ... Training loss: 0.761 ... Validation loss: 1.289[ 0.60138852 0.43015669 0.58562838 0.33852251 0.50451545] [ 0.44186136 0.43856594 0.63684432 0.63159325 0.49628052] [ 0.52588794 0.4448414 0.55636374 0.55464489 0.37702687] [ 0.26201289 0.54297988 0.54746672 0.81425599 0.42727063] [ 0.40351712 0.35230723 0.56084914 0.63510147 0.55017885] [ 0.80022244 0.39812682 0.50684183 0.19148214 0.42344378] [ 0.48266076 0.5361008 0.53826291 0.68432531 0.46407584] [ 0.19858967 0.36894162 0.59451809 0.75829752 0.51419418] [ 0.47880722 0.35753946 0.4815404 0.59458213 0.36031492] [ 0.72242513 0.38443603 0.50564081 0.23573666 0.45911638] [ 0.31985966 0.58419443 0.47487098 0.6944361 0.35788745] [ 0.42410839 0.49075472 0.58256989 0.73983622 0.36567548] [ 0.76691041 0.51705396 0.50440821 0.44209285 0.34277493] [ 0.49078706 0.45674091 0.49760406 0.65776629 0.45925606] [ 0.7624912 0.45675954 0.53144107 0.26757124 0.44180091] [ 0.65555239 0.44081413 0.53482835 0.4173723 0.34724512] [ 0.41148257 0.49814035 0.43750802 0.61410744 0.41524236] [ 0.27830363 0.49019778 0.40139495 0.81163926 0.43469016] [ 0.43106441 0.45632779 0.36799216 0.59085776 0.51441631] [ 0.56875471 0.47362554 0.46929098 0.65587422 0.47175692] [ 0.32703036 0.55020943 0.54469986 0.71343927 0.41544865] [ 0.09554821 0.47932318 0.46653426 0.92607238 0.59847258] [ 0.21442255 0.51776757 0.54550067 0.85527807 0.58078357] [ 0.53962726 0.47338788 0.39424622 0.57356462 0.55886564] [ 0.63048789 0.46740085 0.55315009 0.27345919 0.51607278] [ 0.73698239 0.53842489 0.43929967 0.33813124 0.28812417] [ 0.68025576 0.37656164 0.34934649 0.43956888 0.32057392] [ 0.6430548 0.51247185 0.39031304 0.25356041 0.34615431] [ 0.75053908 0.27835052 0.6322698 0.215327 0.39238217] [ 0.49778495 0.55608016 0.44994561 0.55146825 0.41100906] [ 0.49260813 0.48700102 0.46741794 0.66605242 0.33896071] [ 0.52665783 0.4707217 0.59894233 0.72635243 0.4485292 ] [ 0.56122412 0.44011901 0.59269228 0.31405684 0.41925596] [ 0.50251808 0.39868226 0.4778973 0.70606656 0.31529844] [ 0.73670806 0.39393892 0.47005786 0.35249287 0.31181087] [ 0.77059945 0.42839457 0.5666633 0.27020074 0.43807012] [ 0.48125599 0.51181542 0.53159567 0.60507344 0.52268933] [ 0.41401942 0.43799206 0.51987243 0.69999071 0.41462929] [ 0.28164462 0.41047204 0.50254464 0.56750437 0.61080067] [ 0.14584074 0.4588562 0.57202098 0.88791618 0.59805273] [ 0.52375263 0.4816758 0.35698357 0.46284976 0.38318686] [ 0.63165756 0.69764107 0.47414979 0.62719366 0.39327292] [ 0.64625205 0.42358605 0.48445426 0.35965223 0.34628333] [ 0.63450199 0.41987969 0.64922099 0.30976257 0.4648426 ] [ 0.54359149 0.60507893 0.40372141 0.52390818 0.316106 ] [ 0.46993192 0.46606715 0.49211614 0.69700047 0.36149251] [ 0.3821365 0.52903136 0.4514559 0.7222331 0.57882786] [ 0.34446279 0.58267842 0.43586081 0.6736976 0.46886836] [ 0.80390934 0.48097007 0.52194232 0.41823681 0.31307678] [ 0.63525709 0.47070578 0.42915171 0.43297591 0.35535694] [ 0.58503591 0.51717857 0.26170347 0.62103289 0.37399038] [ 0.62624731 0.49566085 0.41322046 0.43262244 0.34280224] [ 0.60359272 0.59332403 0.42260463 0.52937907 0.58475818] [ 0.67595557 0.36691768 0.54143112 0.19794258 0.53824947] [ 0.75269706 0.42101064 0.55662128 0.21814165 0.44831679] [ 0.77396246 0.29364174 0.57810262 0.29723317 0.40319962] [ 0.64622148 0.40709668 0.40546428 0.41365746 0.43484993] [ 0.75005161 0.46919615 0.56994486 0.39937243 0.36676826] [ 0.66198342 0.53717327 0.52009951 0.45439078 0.45718462] [ 0.66347083 0.56460547 0.38833943 0.55332454 0.37408493] [ 0.83295814 0.46705474 0.47900935 0.21843794 0.28085038] [ 0.77279924 0.64569207 0.53189181 0.48004023 0.40186958] [ 0.38121717 0.48226018 0.63766478 0.79040579 0.44690498] [ 0.49899841 0.62716582 0.36818466 0.69188923 0.47308941] [ 0.62290675 0.50637203 0.37725712 0.48052137 0.35052064] [ 0.6946274 0.51568847 0.46237373 0.46146683 0.32553439] [ 0.60917342 0.59120052 0.41416874 0.50909556 0.3749887 ] [ 0.52385271 0.53230052 0.49001242 0.66142329 0.3187867 ] [ 0.42757163 0.41501937 0.55812024 0.74903804 0.4399775 ] [ 0.68295136 0.41574777 0.57356202 0.32932506 0.48315961] [ 0.525972 0.38231249 0.57613605 0.49463797 0.50325305] [ 0.27776416 0.56078526 0.40554042 0.69411267 0.49475831] [ 0.30735772 0.60366522 0.40131379 0.66026898 0.45713369] [ 0.71547035 0.43305874 0.56088264 0.40996601 0.4367627 ] [ 0.56705878 0.41767143 0.56572592 0.48764795 0.37115608] [ 0.72204025 0.26139097 0.5422161 0.24151319 0.45829783] [ 0.59726877 0.4347092 0.4525891 0.60965785 0.52864693] [ 0.62157168 0.37458488 0.4956797 0.24781988 0.37977329] [ 0.39591465 0.37170624 0.41275336 0.64049095 0.53056028] [ 0.36296964 0.41781314 0.54878454 0.74041925 0.45129481] [ 0.45402165 0.47562118 0.54100045 0.67110705 0.39111294] [ 0.70941492 0.50857137 0.38252733 0.44838629 0.40742657] [ 0.25158701 0.45526186 0.62557364 0.75890129 0.63322419] [ 0.6226654 0.57867549 0.37950529 0.35496339 0.32217377] [ 0.44656961 0.48794272 0.50269836 0.55965528 0.38769753] [ 0.48548591 0.48626503 0.5430972 0.7324969 0.4103481 ] [ 0.73195183 0.51899225 0.56375204 0.47096973 0.32814583] [ 0.46929909 0.52553725 0.47572183 0.62598163 0.56462615] [ 0.5284542 0.5197204 0.43066519 0.64541575 0.56334872] [ 0.44285894 0.51820203 0.39449651 0.7013837 0.30801279] [ 0.63758839 0.49009475 0.58067384 0.2560579 0.57298398] [ 0.20139033 0.36663419 0.52432818 0.91129938 0.61990296] [ 0.56116362 0.43146298 0.60469678 0.53360786 0.42159995] [ 0.56490796 0.39054192 0.41889099 0.47026768 0.33372337] [ 0.77594832 0.44697702 0.51149009 0.27370428 0.43290114] [ 0.4540487 0.48915827 0.46023595 0.65353139 0.5744915 ] [ 0.5627143 0.50709248 0.55958282 0.3687607 0.54029837] [ 0.56895323 0.59196214 0.27757737 0.71841105 0.28885241] [ 0.41078015 0.5311969 0.52006547 0.53286807 0.44713083] [ 0.71879924 0.4817608 0.50218059 0.3375691 0.32621856] [ 0.64627906 0.5145812 0.48982164 0.36608669 0.42732637] [ 0.455785 0.64899124 0.47901817 0.70346823 0.50907624] [ 0.63999552 0.45822969 0.41492888 0.52300024 0.40791235] [ 0.28935765 0.581153 0.47025167 0.72940971 0.52164428] [ 0.5872187 0.47232816 0.57547029 0.49083498 0.42911676] [ 0.10996503 0.50329959 0.42087125 0.85654455 0.50285464] [ 0.29737338 0.5870256 0.52891147 0.85722767 0.46039634] [ 0.56555175 0.53365982 0.5582623 0.47729224 0.49640119] [ 0.52340605 0.52395934 0.35748443 0.56913755 0.39548038] [ 0.45409545 0.51971419 0.57939131 0.78590749 0.3398349 ] [ 0.32626332 0.47178153 0.63042571 0.7000752 0.55560326] [ 0.79792958 0.32203131 0.36492538 0.27984778 0.29274588] [ 0.64171725 0.56425592 0.4949398 0.54806035 0.43948462] [ 0.81660725 0.50956747 0.56605477 0.29036512 0.36247063] [ 0.16891104 0.56700674 0.46152523 0.90621982 0.6249111 ] [ 0.69131741 0.39181701 0.49048648 0.24435223 0.48918312] [ 0.46389773 0.55473531 0.54738376 0.55056035 0.49904219] [ 0.27602739 0.41624646 0.57307882 0.72745321 0.38519489] [ 0.50233612 0.56074498 0.44923359 0.48578252 0.43666107] [ 0.18246203 0.39658761 0.51829371 0.90026281 0.67532538] [ 0.33998847 0.59556796 0.55524274 0.61969695 0.39048746] [ 0.44568144 0.39591452 0.63336526 0.69084408 0.43167566] [ 0.58707871 0.41791013 0.39327298 0.50224788 0.61354291] [ 0.72427948 0.39645601 0.51211731 0.24492997 0.33099507] [ 0.71738488 0.43443978 0.59548993 0.19305667 0.52543227] [ 0.82805547 0.50614296 0.49894669 0.27673098 0.38297504] [ 0.72972498 0.60941708 0.38408894 0.51868132 0.28657484] [ 0.60500726 0.36222807 0.63037364 0.25218013 0.44101332] Progress: 9.0% ... Training loss: 0.760 ... Validation loss: 1.292[ 0.80573378 0.36239104 0.44110164 0.12946017 0.33249529] [ 0.53331261 0.48931816 0.54521242 0.47599124 0.46248373] [ 0.46398653 0.42205157 0.58018835 0.60246799 0.40110084] [ 0.47891807 0.3289873 0.39955012 0.69684181 0.32596275] [ 0.30672547 0.59625838 0.474123 0.74787531 0.54423749] [ 0.62548574 0.53655487 0.37618709 0.5222368 0.38616452] [ 0.50451793 0.50434552 0.47483254 0.63986296 0.47074541] [ 0.30084715 0.5300827 0.53322645 0.74817551 0.49760093] [ 0.64599478 0.46374406 0.43831843 0.4357401 0.35035527] [ 0.27138279 0.58965072 0.42143968 0.74947187 0.50680296] [ 0.53707035 0.39836229 0.53938524 0.65748347 0.41268197] [ 0.37055497 0.56096827 0.50298894 0.83427618 0.40679395] [ 0.41671986 0.50246524 0.47515183 0.67477336 0.52114222] [ 0.71217787 0.37844138 0.46615638 0.25033517 0.41361092] [ 0.6033503 0.46787588 0.47081262 0.4364164 0.48982975] [ 0.43172359 0.44161693 0.566386 0.61378065 0.56343197] [ 0.58479131 0.56306305 0.44431295 0.42508568 0.46037895] [ 0.52701586 0.40506175 0.48029527 0.52715446 0.47990026] [ 0.45643156 0.60271036 0.46722198 0.67767901 0.52696154] [ 0.72201748 0.49516123 0.4504497 0.30997798 0.377648 ] [ 0.84211214 0.33902364 0.52755984 0.1919345 0.37605398] [ 0.58281478 0.40092588 0.51448775 0.66155382 0.30089206] [ 0.60925669 0.46652695 0.39968398 0.54365527 0.36846432] [ 0.44238385 0.52668359 0.32419282 0.66727909 0.52646001] [ 0.33504296 0.54907121 0.42425762 0.70711145 0.52094079] [ 0.70182685 0.40457252 0.59814886 0.35761348 0.44812541] [ 0.32653324 0.57684907 0.44135553 0.66520403 0.54039769] [ 0.5572818 0.40198202 0.4595542 0.51160959 0.46724156] [ 0.48631817 0.3677342 0.54665563 0.41706002 0.56361383] [ 0.62413081 0.43840507 0.41337543 0.49750257 0.47007881] [ 0.51958708 0.52356378 0.58172036 0.71436158 0.39819077] [ 0.686147 0.54207266 0.53229951 0.4067283 0.55833718] [ 0.63550206 0.48601313 0.42692442 0.52229287 0.47520379] [ 0.5679352 0.48841281 0.46457673 0.37775851 0.41595606] [ 0.44832024 0.50180643 0.36753518 0.63593349 0.46868782] [ 0.27609372 0.53339355 0.4605853 0.86530782 0.50085934] [ 0.57121135 0.5655977 0.44793032 0.52459849 0.3256916 ] [ 0.80309374 0.42501051 0.32119909 0.17893032 0.25861241] [ 0.64321718 0.58529205 0.45599694 0.48008452 0.42381304] [ 0.59744975 0.58051688 0.48809423 0.4990015 0.39534252] [ 0.38722606 0.39248706 0.58905529 0.72707095 0.48456396] [ 0.76104812 0.41007847 0.60364038 0.37872336 0.43025237] [ 0.6943492 0.52085052 0.4482935 0.52704931 0.48101346] [ 0.58049524 0.3540587 0.49019727 0.53321545 0.51708033] [ 0.62478446 0.47433102 0.38741924 0.60810656 0.4645132 ] [ 0.4185082 0.43539652 0.50877159 0.67711258 0.31109551] [ 0.39197966 0.42273097 0.59785039 0.6544684 0.45774916] [ 0.2409717 0.50278156 0.34792924 0.83854085 0.44659687] [ 0.62827658 0.57429327 0.35969058 0.54026875 0.46233612] [ 0.72011182 0.53955159 0.55221291 0.44623724 0.5483065 ] [ 0.43172359 0.44161693 0.566386 0.61378065 0.56343197] [ 0.46763722 0.4974088 0.35127061 0.50114736 0.40316015] [ 0.70616625 0.49385971 0.38585919 0.34053879 0.3181092 ] [ 0.64140414 0.49202524 0.4959494 0.53397645 0.48711598] [ 0.58651985 0.46155152 0.54080861 0.27546978 0.50090393] [ 0.66524614 0.50505214 0.60637983 0.41927989 0.47532753] [ 0.68576006 0.31562504 0.4049845 0.40840755 0.39962907] [ 0.49182475 0.45292776 0.43710632 0.45359023 0.37329314] [ 0.5520455 0.53225589 0.56017795 0.42924191 0.64950739] [ 0.42697264 0.47643902 0.39908875 0.83516844 0.35192673] [ 0.72797838 0.36930844 0.49414087 0.2181402 0.39829842] [ 0.48312362 0.4442286 0.52922978 0.62125214 0.35838338] [ 0.45649698 0.54057403 0.42888705 0.71790866 0.58960983] [ 0.52981417 0.48448112 0.56229058 0.55754471 0.3586545 ] [ 0.30143145 0.52953993 0.51363155 0.54420113 0.50795209] [ 0.35500282 0.51359298 0.59253472 0.75064986 0.49603384] [ 0.20360261 0.41409492 0.45377864 0.88760107 0.4393617 ] [ 0.4375776 0.41114582 0.44895511 0.73203088 0.37031301] [ 0.5873522 0.4819979 0.5753819 0.46442226 0.35473413] [ 0.23555526 0.50032149 0.60438933 0.66707747 0.59800579] [ 0.54043604 0.51997044 0.56458479 0.54992086 0.46910812] [ 0.42882729 0.50237817 0.49946329 0.69494649 0.39266183] [ 0.54703196 0.30987612 0.57684487 0.5975984 0.5315555 ] [ 0.41520909 0.57613768 0.44387526 0.5282345 0.62665519] [ 0.50456875 0.51189024 0.52433512 0.62857243 0.38555888] [ 0.30814911 0.5984695 0.47957998 0.70631207 0.49548524] [ 0.26522673 0.48936109 0.46575275 0.79920441 0.52656863] [ 0.50153543 0.5840887 0.35148328 0.40955021 0.40240265] [ 0.74814211 0.50902268 0.40898781 0.26200528 0.36968523] [ 0.73389889 0.49478145 0.62667664 0.27334569 0.54088335] [ 0.54158166 0.46067147 0.4756626 0.33928781 0.34508969] [ 0.63104135 0.38850186 0.45998269 0.45356422 0.55716775] [ 0.65160846 0.57194384 0.38239963 0.5310071 0.31212647] [ 0.67253733 0.35686384 0.48392218 0.31398274 0.49410784] [ 0.62529181 0.39351976 0.53433403 0.46486982 0.54986144] [ 0.47991643 0.41865957 0.47724911 0.68725014 0.31834588] [ 0.49219601 0.40370622 0.44756554 0.51713567 0.41128104] [ 0.59741244 0.63306076 0.38380681 0.60894534 0.3752728 ] [ 0.62140999 0.51220335 0.35623277 0.47073844 0.36571638] [ 0.58859845 0.58680431 0.57914221 0.41285135 0.52142597] [ 0.55993765 0.48276518 0.58903736 0.58390589 0.44964129] [ 0.57420581 0.45060867 0.5386896 0.3861928 0.38131054] [ 0.34623601 0.36717057 0.5420472 0.73374622 0.32725497] [ 0.62084986 0.6576904 0.46276942 0.60483304 0.46217064] [ 0.66114766 0.55040904 0.55239428 0.52371188 0.39015196] [ 0.74063428 0.51258666 0.44326507 0.36439115 0.32729122] [ 0.36850251 0.50159034 0.54467004 0.72245111 0.41706258] [ 0.55063708 0.66986158 0.4232674 0.59739383 0.44350272] [ 0.51015597 0.5772199 0.67157007 0.55782659 0.48989794] [ 0.39283426 0.5427317 0.34121252 0.51230132 0.40706961] [ 0.45888213 0.59175085 0.56782202 0.57044634 0.61688215] [ 0.68771136 0.32707117 0.36707329 0.35676111 0.38208748] [ 0.67814058 0.5620918 0.44656 0.40944659 0.35151442] [ 0.57541861 0.49745454 0.49562688 0.55133585 0.31063113] [ 0.47100811 0.50048435 0.40411333 0.58863859 0.49666395] [ 0.51821476 0.65444999 0.31155463 0.62381402 0.3947918 ] [ 0.59584037 0.58534716 0.4276449 0.58985784 0.25529417] [ 0.59577048 0.3421591 0.44851957 0.37880625 0.47907793] [ 0.58417413 0.51535352 0.63230555 0.56767835 0.42953506] [ 0.16841184 0.44974869 0.41237179 0.89746024 0.50149555] [ 0.51146219 0.52036362 0.45378529 0.6753335 0.40278178] [ 0.22305593 0.54338634 0.5046276 0.84916584 0.46044408] [ 0.54308829 0.53010269 0.44846285 0.57588968 0.27989871] [ 0.71604793 0.5311841 0.50772586 0.33371984 0.45941465] [ 0.61052466 0.37559038 0.70348862 0.46485837 0.45518019] [ 0.35520855 0.46238013 0.39258214 0.81709189 0.34762331] [ 0.50202039 0.41283618 0.46099891 0.38778794 0.41512183] [ 0.69829196 0.37923226 0.55101137 0.14483003 0.41615515] [ 0.53718631 0.38342495 0.55806531 0.43872202 0.59896053] [ 0.24357161 0.48190981 0.41115903 0.87439801 0.51494502] [ 0.83801441 0.34169135 0.5658358 0.16326435 0.38711611] [ 0.50503925 0.43295911 0.43096234 0.49246408 0.38173503] [ 0.38717984 0.60659246 0.52152616 0.69840159 0.43292434] [ 0.81785104 0.46493247 0.49616153 0.14762042 0.31555538] [ 0.40034145 0.48615769 0.42615868 0.77594557 0.37893127] [ 0.46905499 0.50117786 0.38975721 0.53235013 0.50019212] [ 0.46444758 0.55456963 0.5474276 0.55030353 0.49897758] [ 0.72610354 0.51260864 0.44945356 0.399425 0.38163954] Progress: 9.1% ... Training loss: 0.759 ... Validation loss: 1.293[ 0.58451048 0.36305892 0.52061267 0.44905509 0.48343287] [ 0.72549923 0.43580509 0.53354011 0.2786366 0.4850586 ] [ 0.77940734 0.54809464 0.43412068 0.41547068 0.34279543] [ 0.51475001 0.41390421 0.42175304 0.49932419 0.48923043] [ 0.64176693 0.43009122 0.36458361 0.55564885 0.47909734] [ 0.38363975 0.41288675 0.51825951 0.75213956 0.35159524] [ 0.37609948 0.45034736 0.62205445 0.6594732 0.48958668] [ 0.33764806 0.37095136 0.57930022 0.66073861 0.62888986] [ 0.24925296 0.48268035 0.54510445 0.87542268 0.52094131] [ 0.82700654 0.35281093 0.6887122 0.18710082 0.40544936] [ 0.56623387 0.38995179 0.41631277 0.6298753 0.40775261] [ 0.82021082 0.34636467 0.64399573 0.15968465 0.30909542] [ 0.6821308 0.67468611 0.45102725 0.49135861 0.38347272] [ 0.5361374 0.62909951 0.47245638 0.55860005 0.64093354] [ 0.20879879 0.53310828 0.51318899 0.78481257 0.61778659] [ 0.63530053 0.66301159 0.43974387 0.5876126 0.38638945] [ 0.70782351 0.51317477 0.49465368 0.27532408 0.38176607] [ 0.33088281 0.50229836 0.34787293 0.82347799 0.53298775] [ 0.63536474 0.43687517 0.53862415 0.34070091 0.46870348] [ 0.56390874 0.35143585 0.62809602 0.36204988 0.45878452] [ 0.68242541 0.51762987 0.55908176 0.39721848 0.56545651] [ 0.36550871 0.45997595 0.61850416 0.79635022 0.41848341] [ 0.54851602 0.33287267 0.5744598 0.41223238 0.38571569] [ 0.13477323 0.47164917 0.47095055 0.89554843 0.46869785] [ 0.48908755 0.50694962 0.30428379 0.49907501 0.40873203] [ 0.50354993 0.50428773 0.45205317 0.62727603 0.5246624 ] [ 0.72008282 0.33512605 0.64379995 0.21132819 0.45327938] [ 0.65939199 0.35090421 0.61942163 0.19808661 0.46505639] [ 0.69463342 0.52436256 0.4344199 0.55725597 0.44252881] [ 0.69341959 0.48389201 0.57257425 0.25287967 0.45441693] [ 0.4500141 0.5210761 0.46136074 0.68911774 0.43945005] [ 0.28975446 0.50168825 0.62192621 0.60423213 0.66674597] [ 0.45665202 0.53468111 0.51336721 0.466699 0.38307685] [ 0.29022583 0.35776473 0.4565899 0.70304284 0.47759612] [ 0.56321357 0.59816447 0.41148337 0.64555298 0.46893949] [ 0.49490957 0.50963592 0.56351796 0.56346546 0.34188528] [ 0.29136003 0.59083676 0.53092543 0.82636182 0.51910483] [ 0.68375458 0.42850551 0.46265124 0.29100287 0.29175388] [ 0.584786 0.57975673 0.38218527 0.55611592 0.34339992] [ 0.42017575 0.44441746 0.51236378 0.78488087 0.5110953 ] [ 0.58180287 0.43160423 0.30940122 0.36557536 0.38731843] [ 0.329118 0.5648387 0.36364676 0.75067938 0.49137285] [ 0.77124311 0.43632801 0.59133181 0.41233837 0.44175995] [ 0.65284401 0.50298675 0.45343438 0.42878511 0.33865027] [ 0.71903317 0.4322307 0.56295804 0.21112237 0.46979906] [ 0.57789305 0.46952468 0.46008131 0.673603 0.28541087] [ 0.38476559 0.44770443 0.6607898 0.65010617 0.49694364] [ 0.26395669 0.47378994 0.55914747 0.79982313 0.62458602] [ 0.56715888 0.58463467 0.51382112 0.59306124 0.6212245 ] [ 0.36913323 0.55519421 0.51465871 0.69147711 0.31117606] [ 0.7155264 0.352878 0.59400433 0.27865048 0.37367246] [ 0.79857508 0.42903746 0.52755803 0.2937921 0.37907438] [ 0.57579834 0.3732485 0.61165288 0.53528969 0.34029368] [ 0.32248409 0.40402752 0.53232786 0.70707767 0.55451557] [ 0.74517073 0.44503373 0.5394797 0.2260426 0.46205286] [ 0.47454678 0.52169028 0.4136426 0.7121235 0.49487825] [ 0.53736388 0.31125413 0.47869925 0.59073138 0.36470184] [ 0.6685871 0.39627439 0.59483562 0.40998129 0.40272301] [ 0.65048728 0.40108343 0.4865504 0.53382641 0.3467433 ] [ 0.58532696 0.44968042 0.46181412 0.40037666 0.37100239] [ 0.21993816 0.54568902 0.44863491 0.82933381 0.59362156] [ 0.6906129 0.39834409 0.49442877 0.30907869 0.439178 ] [ 0.46049179 0.65011968 0.38153893 0.69514497 0.48823008] [ 0.72154299 0.61540017 0.36912462 0.5476423 0.45529754] [ 0.34640224 0.40345176 0.46043799 0.64923871 0.40570512] [ 0.37948445 0.58598224 0.42138148 0.6805733 0.35020314] [ 0.25396442 0.5066123 0.44833619 0.84370132 0.48655683] [ 0.7564813 0.46938488 0.35959433 0.28184521 0.26654481] [ 0.77837708 0.42929611 0.54741434 0.42778107 0.40385142] [ 0.3758699 0.45630156 0.51862872 0.6524318 0.48745925] [ 0.65936806 0.44121356 0.57586056 0.43438071 0.44912155] [ 0.36508819 0.52777258 0.53783721 0.62699192 0.58009438] [ 0.69364155 0.38516027 0.4265053 0.36249424 0.45134033] [ 0.65133921 0.50850112 0.46835029 0.53242064 0.38273418] [ 0.68004723 0.48654621 0.35431427 0.44769458 0.34178877] [ 0.61269673 0.45470713 0.5381391 0.51752006 0.37663142] [ 0.3498647 0.44110522 0.60958715 0.76768334 0.4351024 ] [ 0.55161258 0.39024046 0.54157862 0.30453453 0.68855274] [ 0.60331637 0.38603043 0.47985846 0.39291881 0.33529786] [ 0.50280271 0.42429385 0.57835602 0.31959103 0.61570162] [ 0.44948968 0.60601459 0.4854679 0.67796542 0.52604741] [ 0.37740408 0.5540522 0.32745642 0.72421975 0.43045299] [ 0.61561253 0.47796853 0.50359174 0.67258814 0.35449079] [ 0.26351075 0.46621261 0.59289255 0.82691838 0.47009807] [ 0.21102279 0.50658309 0.61823953 0.80302229 0.53494174] [ 0.61314871 0.49958942 0.55770281 0.50281316 0.55836077] [ 0.55875531 0.62818307 0.4354577 0.57326963 0.44049356] [ 0.6192469 0.48608589 0.67110739 0.38431938 0.46379112] [ 0.59910871 0.51586529 0.54363658 0.46925283 0.48366909] [ 0.70766605 0.50863504 0.47347128 0.25224164 0.43806694] [ 0.35811911 0.4155978 0.48026311 0.67022088 0.38398526] [ 0.46494722 0.53475409 0.43023144 0.57448566 0.49418486] [ 0.51012757 0.54020999 0.5955919 0.51120521 0.40773544] [ 0.2986726 0.59720752 0.53161328 0.84543487 0.55490928] [ 0.70288637 0.46914222 0.56251022 0.25675997 0.47209564] [ 0.35448523 0.5564195 0.3481244 0.79572523 0.46561899] [ 0.51938458 0.47821755 0.51562346 0.76544483 0.39915768] [ 0.51370344 0.4851165 0.40976244 0.47535251 0.30486289] [ 0.37248247 0.56414741 0.3718195 0.62733283 0.41204847] [ 0.63249477 0.39485454 0.6305644 0.35336768 0.47193629] [ 0.30303226 0.57605113 0.58951053 0.74823193 0.56742706] [ 0.24029983 0.54344537 0.49361964 0.83295381 0.5288216 ] [ 0.41665654 0.45926309 0.59772657 0.63772268 0.53317489] [ 0.56182196 0.50099429 0.57463571 0.43875326 0.37934954] [ 0.51079621 0.37971054 0.45452454 0.5323007 0.38680448] [ 0.65994002 0.35968236 0.55054623 0.30798456 0.47999804] [ 0.35149522 0.52784411 0.35940258 0.76805363 0.47284415] [ 0.26812633 0.50169812 0.53050799 0.78444615 0.61156578] [ 0.80966047 0.35004461 0.57057917 0.2757711 0.36851526] [ 0.25721719 0.50784791 0.39800721 0.76943251 0.39921582] [ 0.58537457 0.51706313 0.26172801 0.62075301 0.37394938] [ 0.51063795 0.43374877 0.51228761 0.49028208 0.42695526] [ 0.47654692 0.41249213 0.57826434 0.73247757 0.30882922] [ 0.71384165 0.49244293 0.5472973 0.24977795 0.46985561] [ 0.65680183 0.56471361 0.46908036 0.4339696 0.25682 ] [ 0.23102902 0.48266986 0.48868016 0.8083341 0.43489287] [ 0.43860109 0.43757849 0.45183188 0.7796097 0.29995083] [ 0.831876 0.4434008 0.46375932 0.22473429 0.30537625] [ 0.51078272 0.42827076 0.67612949 0.57687706 0.45180936] [ 0.47589379 0.53778347 0.54088146 0.45762983 0.35088958] [ 0.31719787 0.55175634 0.51417625 0.55888392 0.44642583] [ 0.41670606 0.57062775 0.46100796 0.86886796 0.50786719] [ 0.70082761 0.43963023 0.5635842 0.19285563 0.48676575] [ 0.44412701 0.47819972 0.59408942 0.66746586 0.4930427 ] [ 0.5602409 0.39288019 0.47690492 0.4571579 0.3301684 ] [ 0.35773077 0.44162459 0.52163618 0.60723649 0.4319278 ] [ 0.69957139 0.53188779 0.51333319 0.416326 0.40615875] [ 0.4324622 0.36134182 0.56139391 0.41423259 0.62241463] Progress: 9.1% ... Training loss: 0.758 ... Validation loss: 1.292[ 0.48308213 0.51345475 0.46306112 0.45325095 0.50787485] [ 0.19744079 0.4536691 0.40782095 0.9220094 0.50893498] [ 0.23152951 0.580643 0.51881841 0.80391985 0.58855235] [ 0.68337267 0.56516697 0.54943748 0.43553911 0.43009583] [ 0.50350166 0.477593 0.63802449 0.59897942 0.44214723] [ 0.44929994 0.51964113 0.46206416 0.56467466 0.5097066 ] [ 0.35346114 0.39151876 0.38686095 0.71538424 0.5837422 ] [ 0.24451465 0.5036171 0.49097553 0.82863068 0.48693342] [ 0.38739634 0.50567823 0.59644115 0.70802655 0.52654496] [ 0.46909666 0.48691848 0.35136454 0.70770747 0.46971561] [ 0.49795477 0.5867835 0.5044794 0.49868394 0.47607584] [ 0.24472488 0.50285308 0.50912422 0.76175992 0.59151826] [ 0.63578566 0.52484629 0.51708431 0.51980634 0.3565945 ] [ 0.53529789 0.56118325 0.32737179 0.66625596 0.46501834] [ 0.80380209 0.51477165 0.38432846 0.42358254 0.4015908 ] [ 0.35977307 0.4739219 0.65775415 0.78038469 0.44043217] [ 0.23934558 0.51330995 0.51586237 0.89459217 0.55850136] [ 0.52181492 0.55808635 0.45341156 0.37187388 0.48031045] [ 0.79361907 0.49112613 0.51808041 0.18374112 0.41237817] [ 0.59950553 0.67476464 0.52089485 0.6001032 0.43258919] [ 0.74297358 0.51194483 0.52077978 0.32887973 0.37959973] [ 0.34665265 0.56293159 0.42426225 0.79355272 0.36410964] [ 0.73042305 0.4984444 0.57140878 0.33927125 0.44380223] [ 0.41807557 0.55873955 0.4503025 0.77402624 0.57840241] [ 0.14514924 0.55593989 0.51922541 0.90368591 0.6208978 ] [ 0.22817999 0.4892105 0.52354687 0.8340693 0.59172438] [ 0.65580103 0.54011576 0.48592072 0.5162225 0.30192495] [ 0.25761254 0.49688872 0.4884088 0.82368862 0.51350339] [ 0.20584877 0.581253 0.37977743 0.85788415 0.51203429] [ 0.61262301 0.35864139 0.43667759 0.2976738 0.42173002] [ 0.49119944 0.55424287 0.57123911 0.57840493 0.54597167] [ 0.77057404 0.47374266 0.45583452 0.3157993 0.32934082] [ 0.5647533 0.43025294 0.60501625 0.53181318 0.42114317] [ 0.34506431 0.41836611 0.50533377 0.66118018 0.4405256 ] [ 0.54448797 0.5274431 0.45171944 0.58521517 0.49396817] [ 0.55961068 0.56103849 0.58128476 0.56853049 0.35648239] [ 0.62716909 0.54682655 0.41717431 0.47278519 0.43796772] [ 0.40320895 0.61833886 0.53084353 0.64925096 0.45478126] [ 0.40060101 0.35320449 0.37241666 0.69706 0.38417364] [ 0.57927225 0.40179166 0.62206704 0.71881224 0.35525362] [ 0.45833769 0.44594063 0.56890331 0.71926314 0.41729077] [ 0.27106061 0.53071049 0.4824916 0.8119023 0.42956197] [ 0.58080819 0.49396522 0.42248452 0.40327177 0.50155744] [ 0.49027772 0.48122041 0.44026093 0.55810699 0.57411029] [ 0.39905128 0.58141295 0.4616676 0.70123509 0.48863949] [ 0.59754673 0.64549825 0.37483298 0.53079416 0.4902078 ] [ 0.82548565 0.42954636 0.36578185 0.24890612 0.37014577] [ 0.45648867 0.64468174 0.39084519 0.73002554 0.47449449] [ 0.51881067 0.47331483 0.33025156 0.66506245 0.36121853] [ 0.66583215 0.52455715 0.53030597 0.46041578 0.47596594] [ 0.5986088 0.45010706 0.55978763 0.33246506 0.46538957] [ 0.56800745 0.520692 0.58641677 0.48860247 0.54031305] [ 0.68247641 0.51691166 0.33431412 0.57494005 0.41820375] [ 0.68727614 0.45863901 0.38745263 0.27913016 0.29015307] [ 0.57182329 0.60447297 0.62445537 0.6293642 0.4217238 ] [ 0.73265015 0.46389665 0.53952965 0.11464144 0.46824578] [ 0.69753747 0.42909779 0.51061388 0.33187142 0.41984352] [ 0.35346114 0.39151876 0.38686095 0.71538424 0.5837422 ] [ 0.31161554 0.59210107 0.36004373 0.68963896 0.39101053] [ 0.32916939 0.46617124 0.55862406 0.7407206 0.47238647] [ 0.27644026 0.53858819 0.33729582 0.81027503 0.41350922] [ 0.64883515 0.50850957 0.46601856 0.55395672 0.52951952] [ 0.56912626 0.44282006 0.37593095 0.50070673 0.57844219] [ 0.41466698 0.44137934 0.64052929 0.66776666 0.50625554] [ 0.81392053 0.488165 0.53926124 0.19222151 0.38269873] [ 0.62400761 0.52714998 0.37985162 0.48125459 0.30385726] [ 0.38104618 0.59584137 0.39927345 0.79166635 0.46006316] [ 0.5229064 0.52572638 0.47456063 0.75327129 0.26868655] [ 0.63048566 0.48914962 0.54192447 0.40383874 0.51540248] [ 0.69463144 0.42619679 0.40926428 0.39613997 0.38340507] [ 0.49649138 0.47801763 0.51769347 0.63742446 0.45970038] [ 0.55145608 0.5413527 0.40690315 0.54933778 0.50449476] [ 0.34564242 0.44469079 0.3969863 0.6034329 0.43887329] [ 0.62053732 0.41500307 0.54542908 0.43063445 0.52357884] [ 0.45480146 0.41969081 0.58664292 0.6852198 0.43160536] [ 0.42886994 0.37928329 0.58286305 0.6798193 0.46620036] [ 0.75801489 0.52056482 0.52746285 0.39858894 0.40940325] [ 0.75428874 0.56429723 0.43639158 0.47476467 0.37917057] [ 0.5840192 0.52746023 0.55047856 0.51525774 0.45159893] [ 0.4988549 0.37119259 0.45551099 0.50685245 0.42255086] [ 0.77952419 0.3356254 0.53530506 0.23502622 0.37460499] [ 0.38158576 0.4508646 0.43359026 0.7756395 0.51317063] [ 0.59950863 0.38509247 0.60099943 0.48779337 0.42280591] [ 0.3187447 0.45894664 0.56049643 0.62267324 0.62657011] [ 0.58920008 0.53271629 0.59755022 0.56114255 0.40496562] [ 0.19849838 0.36864491 0.5237311 0.91198816 0.62067056] [ 0.6723827 0.54929072 0.53984295 0.59362046 0.35196335] [ 0.73168249 0.50766219 0.51886456 0.30914211 0.41737591] [ 0.585258 0.37876136 0.41075507 0.51168173 0.4646116 ] [ 0.66750886 0.43698313 0.64345727 0.27427118 0.55423852] [ 0.16555701 0.51827502 0.52895403 0.89144749 0.52244488] [ 0.39743037 0.46204284 0.30827287 0.7057045 0.3341004 ] [ 0.62541009 0.48041405 0.47541521 0.42471308 0.38937687] [ 0.56619329 0.50127995 0.40804077 0.57834305 0.55223265] [ 0.61178809 0.50925166 0.54143616 0.22443747 0.59989946] [ 0.30464678 0.62501915 0.2966433 0.86205919 0.50992397] [ 0.55046423 0.52117846 0.48656456 0.51774327 0.60560047] [ 0.26088543 0.49451147 0.44804622 0.68599648 0.55896458] [ 0.49218388 0.44487239 0.37177581 0.61453465 0.41671567] [ 0.61081676 0.52521532 0.4633882 0.3168217 0.50081265] [ 0.44761098 0.56117972 0.3703015 0.71867334 0.40573952] [ 0.30272293 0.45787839 0.59976633 0.68591335 0.46248347] [ 0.36259789 0.50930475 0.46368337 0.66561017 0.3731237 ] [ 0.42133879 0.56256407 0.37354043 0.57767267 0.40527083] [ 0.62095979 0.47064998 0.52238121 0.30403167 0.28213623] [ 0.43016486 0.40807437 0.61015703 0.62649025 0.47342858] [ 0.59810097 0.49438894 0.48975696 0.50866562 0.46320657] [ 0.5510125 0.43970059 0.43568184 0.62817611 0.41168855] [ 0.70087568 0.49721284 0.48855052 0.24899547 0.40502624] [ 0.46575965 0.42764203 0.45038116 0.48060835 0.50175097] [ 0.53002073 0.50217536 0.48351982 0.56951932 0.48470803] [ 0.70412453 0.34484012 0.5338797 0.22199647 0.39262644] [ 0.53494744 0.56816649 0.50958642 0.52009824 0.41731286] [ 0.44474119 0.46961118 0.44207994 0.62092738 0.34962714] [ 0.51480032 0.41882794 0.54210461 0.52351244 0.43559741] [ 0.36891036 0.43986373 0.409105 0.81100115 0.49743856] [ 0.47625633 0.59571365 0.39541239 0.64353218 0.48030733] [ 0.35054849 0.56104723 0.47070716 0.68384923 0.53930912] [ 0.45412335 0.45159589 0.52053446 0.49177012 0.40858247] [ 0.2561468 0.54082635 0.51182616 0.76135556 0.57023991] [ 0.18247669 0.35239694 0.48073142 0.79255652 0.57219586] [ 0.44254352 0.27518089 0.49181286 0.70484119 0.32086802] [ 0.54592981 0.55561791 0.35221983 0.63252808 0.27945002] [ 0.48770262 0.3579916 0.51715254 0.56560419 0.44597264] [ 0.46191059 0.52619863 0.58631059 0.48026142 0.4658491 ] [ 0.69764662 0.32306028 0.73940253 0.30606357 0.46987657] [ 0.47820278 0.41797215 0.44964684 0.45145043 0.51166184] [ 0.72222086 0.41879262 0.43181409 0.33018932 0.44397394] Progress: 9.2% ... Training loss: 0.757 ... Validation loss: 1.285[ 0.51903119 0.53343101 0.34970208 0.6426011 0.3914627 ] [ 0.45383896 0.5206167 0.43858119 0.3576277 0.51730295] [ 0.54495043 0.37793635 0.3944173 0.4691155 0.42454294] [ 0.48036006 0.48706563 0.43921981 0.55505074 0.32278419] [ 0.20676822 0.4336852 0.47374445 0.7239596 0.51310228] [ 0.5287225 0.59504726 0.47788891 0.68272959 0.44598578] [ 0.65124879 0.45435999 0.5823452 0.47138111 0.38778398] [ 0.79707629 0.53771564 0.47877278 0.38662873 0.33719822] [ 0.47246013 0.55501851 0.45188055 0.4069383 0.46190073] [ 0.55236655 0.64359468 0.46245376 0.60752639 0.47370241] [ 0.44425983 0.43785471 0.63701644 0.63057552 0.49599688] [ 0.55030108 0.56124605 0.36201515 0.57114478 0.42231109] [ 0.13909286 0.5179875 0.47896327 0.93251622 0.64805149] [ 0.4852608 0.50761794 0.50559898 0.55761469 0.37565537] [ 0.69064859 0.45410429 0.5424028 0.42695998 0.49332824] [ 0.5406815 0.49667882 0.41178146 0.52940894 0.36768672] [ 0.33768252 0.46732765 0.47683256 0.84271264 0.44458053] [ 0.50227491 0.64144947 0.46801822 0.60146211 0.38737165] [ 0.76618691 0.3406849 0.54720189 0.35702259 0.4272554 ] [ 0.56216986 0.47196504 0.38440866 0.53639482 0.33706265] [ 0.77988635 0.56669464 0.44428314 0.32238586 0.34372084] [ 0.18259255 0.44957094 0.54673235 0.7779145 0.57288958] [ 0.52442161 0.42091343 0.49894317 0.53913826 0.3354918 ] [ 0.65005149 0.54901106 0.47018087 0.54490533 0.45679732] [ 0.65663303 0.54078925 0.46488471 0.55201288 0.37323804] [ 0.47755374 0.42199843 0.46893763 0.4143368 0.38529431] [ 0.46379012 0.51553819 0.5198959 0.77084469 0.55031163] [ 0.50061661 0.4002267 0.53240224 0.45853473 0.50063699] [ 0.48437646 0.36305978 0.55253639 0.36143592 0.48612967] [ 0.41513544 0.56739537 0.27549347 0.76312565 0.39523813] [ 0.65048564 0.40302733 0.39739423 0.22951364 0.42562263] [ 0.20915711 0.52428287 0.48312829 0.81864261 0.48587927] [ 0.73784363 0.41852232 0.40324064 0.23376081 0.27490502] [ 0.68645285 0.49241404 0.42176841 0.39120424 0.31632904] [ 0.75930888 0.28099497 0.4578592 0.18710939 0.34118676] [ 0.51408852 0.45589288 0.39258371 0.62628253 0.35796582] [ 0.58473046 0.4728834 0.5414809 0.51950874 0.53927075] [ 0.63631148 0.59166004 0.37808624 0.58900727 0.25615696] [ 0.53539347 0.3063687 0.56712011 0.6237543 0.43101441] [ 0.49964389 0.34534108 0.53233272 0.61414447 0.36413911] [ 0.50715417 0.6357781 0.45014038 0.68878273 0.39952293] [ 0.49450552 0.54811963 0.37844238 0.52391455 0.47519836] [ 0.37817639 0.41751219 0.46651455 0.77046354 0.42240692] [ 0.49995921 0.47541365 0.35377095 0.71845666 0.48312283] [ 0.25736963 0.50351156 0.59104173 0.82819182 0.50850104] [ 0.17947121 0.50538932 0.49556906 0.91689039 0.57837277] [ 0.1525797 0.48906412 0.53642166 0.88671549 0.59396354] [ 0.48744874 0.551101 0.43727405 0.73962833 0.42338139] [ 0.40149736 0.49280445 0.54186849 0.70238778 0.35023665] [ 0.51364961 0.53519077 0.5039307 0.77873146 0.38722566] [ 0.42400024 0.51090116 0.34674992 0.6817161 0.46142449] [ 0.3072934 0.63276187 0.39208971 0.83931673 0.41401997] [ 0.77625609 0.4443993 0.50132338 0.35864165 0.3755671 ] [ 0.29725223 0.44135331 0.56233058 0.70513708 0.40073074] [ 0.50235766 0.29177358 0.47657146 0.55577881 0.37747026] [ 0.13025812 0.46629964 0.56616258 0.813476 0.61396552] [ 0.60357994 0.47309724 0.50219648 0.3364532 0.50942299] [ 0.56796791 0.41353275 0.37327932 0.55561693 0.5202907 ] [ 0.25555546 0.49056563 0.38601681 0.6507112 0.49384062] [ 0.44032023 0.48815062 0.59018152 0.57845446 0.5111414 ] [ 0.47755374 0.42199843 0.46893763 0.4143368 0.38529431] [ 0.652053 0.50196667 0.51380397 0.4677078 0.48868692] [ 0.39891821 0.51957719 0.49248163 0.7433792 0.37083764] [ 0.53634292 0.54275187 0.37587905 0.60321752 0.41518355] [ 0.48834022 0.44270567 0.56091825 0.67699066 0.43682941] [ 0.53700156 0.60496678 0.47367009 0.54529494 0.42390344] [ 0.57522838 0.40122059 0.64036908 0.3838631 0.58751043] [ 0.73422202 0.50943069 0.35378997 0.42171078 0.43606231] [ 0.48927823 0.43880772 0.57335766 0.63901283 0.48294875] [ 0.52538068 0.48879814 0.56132735 0.43306828 0.40072612] [ 0.37020434 0.47660246 0.41479721 0.67343354 0.35101202] [ 0.25096348 0.48280239 0.40416285 0.76580039 0.43349523] [ 0.70281804 0.47067113 0.39500986 0.35328566 0.34314736] [ 0.44425983 0.43785471 0.63701644 0.63057552 0.49599688] [ 0.39536746 0.67580946 0.35190212 0.69039555 0.4169784 ] [ 0.57295418 0.41697536 0.42683714 0.52994985 0.37911312] [ 0.23883101 0.63988469 0.32130952 0.78980967 0.42467359] [ 0.65180347 0.3907469 0.51205793 0.43034298 0.44376619] [ 0.79962759 0.33346573 0.56745047 0.16508515 0.42330516] [ 0.19477858 0.54532217 0.33671587 0.94225136 0.42693091] [ 0.71557709 0.46384394 0.40891081 0.4245179 0.3720047 ] [ 0.58490249 0.46276361 0.56321926 0.46220245 0.47415111] [ 0.42067641 0.49516747 0.49743886 0.76607226 0.31055084] [ 0.4401863 0.43878738 0.49820009 0.7353084 0.34463153] [ 0.74531303 0.46477193 0.53542947 0.47174594 0.3133916 ] [ 0.45060728 0.59638846 0.36469695 0.70438797 0.4743341 ] [ 0.65407231 0.54390675 0.52870982 0.54846657 0.45183248] [ 0.26332249 0.50607972 0.46418124 0.8236652 0.48921605] [ 0.58643729 0.48428787 0.58960199 0.52558017 0.38603711] [ 0.71430684 0.50127549 0.63594452 0.29959224 0.42886985] [ 0.48772979 0.55294397 0.34669906 0.58275295 0.43804173] [ 0.58703396 0.42558617 0.37190339 0.54774679 0.55553599] [ 0.67029751 0.57870595 0.46360093 0.39688486 0.47426503] [ 0.3145026 0.44080101 0.47632128 0.67213722 0.36359702] [ 0.36910953 0.43374148 0.43038939 0.53541039 0.66131146] [ 0.41479583 0.54546367 0.5587126 0.70222746 0.50874565] [ 0.47317004 0.46125125 0.36541184 0.54830248 0.48379367] [ 0.46927121 0.42485868 0.42505108 0.82968071 0.4145805 ] [ 0.74635795 0.4430543 0.49872886 0.27035339 0.46863063] [ 0.49274069 0.37681184 0.5927701 0.51479883 0.35586634] [ 0.48977401 0.40449868 0.51808423 0.61516354 0.40966884] [ 0.53896715 0.43185166 0.40296035 0.61594698 0.47770515] [ 0.55361197 0.54504568 0.50525777 0.56472962 0.53643434] [ 0.41731066 0.49702778 0.39913938 0.74406374 0.34136701] [ 0.66617449 0.47412531 0.50726481 0.46304076 0.38220093] [ 0.52204232 0.49799084 0.44258625 0.67141193 0.58715444] [ 0.65470735 0.55791703 0.51580347 0.47550188 0.45377534] [ 0.72301682 0.47395257 0.53300071 0.238385 0.42163622] [ 0.40254356 0.43626593 0.68231261 0.4510314 0.57226479] [ 0.27685255 0.60146637 0.44126656 0.73036387 0.43100544] [ 0.15943479 0.42779603 0.54736032 0.81754837 0.61642875] [ 0.6770518 0.46277084 0.47284904 0.36887631 0.41265352] [ 0.44352151 0.37483627 0.59615334 0.58629785 0.38792055] [ 0.53768905 0.43539762 0.61440379 0.41226257 0.44433359] [ 0.62519984 0.53649576 0.43969704 0.35030523 0.37732439] [ 0.65543702 0.54289166 0.45192472 0.5475348 0.405826 ] [ 0.66769564 0.50420006 0.53083926 0.47476072 0.36647999] [ 0.7621237 0.44677598 0.55292463 0.40202301 0.41195758] [ 0.516982 0.47863683 0.51679185 0.41760818 0.4703844 ] [ 0.32775185 0.4359766 0.44035588 0.75487934 0.5214377 ] [ 0.7849734 0.43815605 0.58807245 0.1700463 0.41683184] [ 0.24289113 0.42602357 0.34798131 0.80738463 0.53308929] [ 0.67591467 0.39586421 0.56336608 0.31201801 0.3967442 ] [ 0.66121544 0.45290774 0.58553692 0.27668863 0.44136816] [ 0.72474067 0.25940578 0.38649024 0.21697834 0.39492996] [ 0.73138119 0.22116809 0.46667749 0.28321205 0.37183333] [ 0.70148149 0.48717181 0.52482388 0.18561237 0.35427502] [ 0.74467198 0.26052353 0.5271772 0.19915367 0.38397353] Progress: 9.2% ... Training loss: 0.756 ... Validation loss: 1.281[ 0.61527313 0.59297555 0.43231119 0.53375305 0.37578157] [ 0.56507141 0.64485319 0.51118152 0.49385023 0.62311944] [ 0.6782468 0.48039323 0.4963249 0.42831001 0.41981534] [ 0.34310528 0.54442276 0.41205567 0.63255029 0.34975343] [ 0.26356983 0.50429154 0.52980473 0.78634157 0.61249265] [ 0.66608427 0.66668627 0.49960772 0.52051882 0.42688287] [ 0.63169738 0.52149321 0.57721263 0.26774682 0.52155707] [ 0.33769185 0.57836761 0.51921516 0.67091414 0.42192599] [ 0.60054265 0.49074419 0.6078946 0.42443787 0.46239865] [ 0.6688411 0.41873868 0.50426054 0.35201323 0.42637316] [ 0.44563558 0.53732454 0.38510754 0.62975635 0.52499276] [ 0.37513989 0.45428065 0.5060474 0.46195365 0.48636387] [ 0.40806977 0.63496683 0.55934948 0.60709812 0.61683317] [ 0.3996977 0.40232465 0.47251047 0.76586437 0.3501099 ] [ 0.62245215 0.45078118 0.49412685 0.39256807 0.31746263] [ 0.74993296 0.40017417 0.49819775 0.28929814 0.29232485] [ 0.82392896 0.40433039 0.5483682 0.16025698 0.4241211 ] [ 0.50525614 0.3404434 0.44816452 0.5664921 0.47902523] [ 0.42243106 0.49167918 0.42243699 0.62802856 0.42493407] [ 0.5305029 0.52695162 0.46315562 0.45664696 0.39281755] [ 0.43907543 0.60878657 0.43067223 0.63267364 0.35614839] [ 0.26705321 0.52008387 0.36857804 0.8056392 0.63193448] [ 0.54419011 0.4316434 0.68035947 0.50556144 0.49099902] [ 0.25091608 0.51147785 0.39706967 0.77215095 0.40052645] [ 0.52299949 0.35438922 0.55858583 0.65022672 0.45390385] [ 0.65018573 0.47523796 0.52652653 0.46084298 0.43110797] [ 0.58630529 0.42741554 0.55700352 0.51454862 0.49942585] [ 0.47721387 0.53808795 0.51957774 0.62832333 0.50830271] [ 0.12893009 0.50016489 0.43386302 0.89760157 0.55336805] [ 0.63935236 0.31714056 0.48089608 0.21943811 0.41340272] [ 0.71552654 0.43785951 0.50651301 0.34609918 0.41677777] [ 0.52131039 0.60426233 0.35328539 0.51365979 0.3467689 ] [ 0.45702159 0.5756854 0.5449627 0.55887341 0.37098579] [ 0.34374975 0.44085317 0.63732651 0.61166781 0.63033747] [ 0.65773534 0.40433431 0.3822712 0.43010802 0.5176732 ] [ 0.58397759 0.51497141 0.38793688 0.32193451 0.36197774] [ 0.64957179 0.42276523 0.56533976 0.33006872 0.40309812] [ 0.63702731 0.33244182 0.61176974 0.48884599 0.56884087] [ 0.59311917 0.48325139 0.3859797 0.46580541 0.40101742] [ 0.77491501 0.33488279 0.39467846 0.40292926 0.30789332] [ 0.73693956 0.51086263 0.47504821 0.35597712 0.35175044] [ 0.59551183 0.38949869 0.50133627 0.34814949 0.4814596 ] [ 0.60734326 0.52762332 0.26159964 0.487807 0.38026046] [ 0.28492589 0.5471741 0.3757164 0.82229954 0.36993496] [ 0.38009857 0.40570719 0.44235261 0.81026526 0.36718415] [ 0.79380305 0.57302527 0.39601871 0.37613765 0.39198323] [ 0.55327045 0.41014908 0.34746399 0.50569449 0.49138053] [ 0.76082792 0.35527183 0.49859179 0.2869407 0.44122151] [ 0.50915621 0.41526544 0.58328071 0.42839591 0.65008902] [ 0.64022975 0.4450791 0.62174315 0.25091895 0.52915084] [ 0.49040295 0.53928545 0.47989381 0.54368923 0.63360734] [ 0.56656734 0.46754649 0.43120355 0.4289861 0.45663181] [ 0.37682427 0.57153165 0.58227567 0.73471221 0.63127445] [ 0.58618735 0.58888418 0.57937741 0.52987174 0.48646955] [ 0.32242231 0.4954271 0.51006435 0.84722394 0.47078615] [ 0.51439315 0.53181355 0.6321529 0.61895272 0.3441238 ] [ 0.70957864 0.50772308 0.54978634 0.40275935 0.4674053 ] [ 0.17623421 0.51222485 0.48726734 0.90822141 0.50914945] [ 0.58389424 0.40598548 0.40573051 0.62161019 0.39889618] [ 0.37443114 0.45457173 0.40557454 0.44735752 0.51441011] [ 0.25591956 0.60245354 0.45631599 0.72474583 0.56756813] [ 0.53429487 0.56818762 0.5420913 0.6223534 0.40702506] [ 0.23695458 0.4749044 0.46485379 0.83543012 0.43711404] [ 0.56041493 0.63005656 0.38320592 0.68359803 0.48468114] [ 0.48458118 0.5583957 0.47989074 0.55517842 0.35609444] [ 0.69791293 0.41731209 0.61250066 0.30617117 0.46616947] [ 0.76058478 0.53804042 0.55894045 0.34585709 0.45467315] [ 0.53857674 0.55115347 0.56555484 0.66113421 0.42896512] [ 0.62425658 0.44149119 0.54981387 0.36152617 0.44433212] [ 0.20507506 0.53575722 0.51245958 0.78675082 0.61872267] [ 0.42848705 0.32773093 0.4746793 0.72955127 0.3456051 ] [ 0.72278998 0.52638499 0.39518443 0.35465682 0.3387218 ] [ 0.43482472 0.55931893 0.40790786 0.73247831 0.48468233] [ 0.48660785 0.44891072 0.60438824 0.59539152 0.44066865] [ 0.516523 0.46713324 0.51177765 0.4187214 0.48906295] [ 0.47698839 0.52278109 0.47777815 0.47704913 0.53765787] [ 0.24359824 0.5106346 0.44146487 0.86024489 0.48584363] [ 0.80356367 0.37173267 0.50566634 0.39773023 0.51492723] [ 0.18760369 0.50266336 0.41534787 0.89139269 0.45123865] [ 0.67825826 0.50517581 0.4085349 0.45234511 0.46107159] [ 0.27784861 0.48404459 0.59977299 0.74896612 0.52723072] [ 0.65979876 0.42964994 0.53037938 0.43271918 0.41191122] [ 0.68728747 0.45611828 0.5358717 0.28326006 0.48369182] [ 0.5865829 0.42653966 0.50866508 0.44208343 0.51680157] [ 0.57490107 0.48713876 0.45111617 0.56466066 0.31476428] [ 0.38863589 0.71849045 0.3913226 0.81998752 0.50427395] [ 0.76990289 0.48897162 0.53396853 0.18384827 0.39646686] [ 0.72489689 0.33291087 0.64442624 0.20940762 0.45232885] [ 0.42819898 0.37964766 0.58276304 0.68015285 0.46632711] [ 0.39750978 0.578765 0.537669 0.68832513 0.48515739] [ 0.7007633 0.45951963 0.42233713 0.47576706 0.51286011] [ 0.47563792 0.56285066 0.57038784 0.58833906 0.48505156] [ 0.56168229 0.39251301 0.47701631 0.45647748 0.33001132] [ 0.5507996 0.43234813 0.60384157 0.38078201 0.47515604] [ 0.51636113 0.54780856 0.48138333 0.56353433 0.484019 ] [ 0.80751433 0.43640233 0.49053242 0.2319598 0.26924844] [ 0.607527 0.58539487 0.58051837 0.4843936 0.45411575] [ 0.52595817 0.41356406 0.38368799 0.66315092 0.49201596] [ 0.2547227 0.55887992 0.56366149 0.78634168 0.5818274 ] [ 0.60282376 0.41702316 0.58446166 0.25906204 0.61939378] [ 0.69610988 0.46715597 0.56207327 0.29620319 0.45791741] [ 0.36652736 0.61829704 0.3512189 0.77061987 0.40771767] [ 0.44759434 0.59285983 0.45013028 0.70688431 0.44169327] [ 0.80978675 0.55361027 0.45565941 0.32537542 0.3665255 ] [ 0.67976648 0.51627501 0.62409534 0.24910694 0.5210013 ] [ 0.32887586 0.39832729 0.40928128 0.72060769 0.51547579] [ 0.52472674 0.35825402 0.62483306 0.6173736 0.45395079] [ 0.39623631 0.41835821 0.44573446 0.65953468 0.34443 ] [ 0.62859191 0.45301599 0.48064323 0.32506375 0.34157597] [ 0.27088123 0.59372852 0.39694865 0.6777431 0.47348315] [ 0.2799494 0.48369481 0.50952109 0.83136707 0.47475252] [ 0.71424942 0.57025968 0.39319309 0.61537271 0.34651994] [ 0.429336 0.38480761 0.40250713 0.48930723 0.47723407] [ 0.16789268 0.56110487 0.45717664 0.90290771 0.55348606] [ 0.48834005 0.50357792 0.47664264 0.56581344 0.60188516] [ 0.37218711 0.60871403 0.55474208 0.60170374 0.51845437] [ 0.46705167 0.66390836 0.48180481 0.61610226 0.38720984] [ 0.51510793 0.52268979 0.53468853 0.58791944 0.34998052] [ 0.34532135 0.55064526 0.32201894 0.59522944 0.41126604] [ 0.20123987 0.45011644 0.5807416 0.81625964 0.64263074] [ 0.23262434 0.53388571 0.43196413 0.79483931 0.39689696] [ 0.63466955 0.51110954 0.53777236 0.39180543 0.55781613] [ 0.68706789 0.41304273 0.44299952 0.47229262 0.31726529] [ 0.4013802 0.43677045 0.68219435 0.45173367 0.57244731] [ 0.50250441 0.53333766 0.62289468 0.51542666 0.60389276] [ 0.36059231 0.58113419 0.44220456 0.63411997 0.3835492 ] [ 0.60381482 0.48736138 0.303037 0.48953682 0.35255572] [ 0.25495719 0.48992419 0.46179101 0.84533668 0.46801525] Progress: 9.2% ... Training loss: 0.755 ... Validation loss: 1.277[ 0.58427999 0.540099 0.56043352 0.28866921 0.47375556] [ 0.46569364 0.60413626 0.46584547 0.57476446 0.46771012] [ 0.59326604 0.46120081 0.53996868 0.39520625 0.49283136] [ 0.37298336 0.43457967 0.50564674 0.66296055 0.4972659 ] [ 0.70398941 0.37370931 0.36349818 0.37417298 0.41023575] [ 0.58958266 0.57064172 0.54950569 0.57057418 0.39937917] [ 0.26436569 0.55821319 0.47223892 0.79882551 0.53857205] [ 0.49888799 0.46957076 0.41947429 0.55395142 0.47971458] [ 0.76110602 0.36091424 0.43609376 0.21081718 0.37646491] [ 0.77981665 0.50061184 0.65050213 0.22349239 0.46332395] [ 0.74093905 0.51514864 0.32718538 0.27090975 0.30747113] [ 0.72400133 0.50969652 0.48652072 0.28139575 0.40246908] [ 0.53209898 0.47845529 0.51829764 0.60458462 0.3828257 ] [ 0.29057672 0.64025372 0.33528775 0.79549967 0.45722096] [ 0.52817475 0.61088058 0.50155286 0.54308751 0.4861638 ] [ 0.81256393 0.4628697 0.30040736 0.51271033 0.30952189] [ 0.52455452 0.46228163 0.62598461 0.67507516 0.31490375] [ 0.71118735 0.51515603 0.48581416 0.38569887 0.28564586] [ 0.55863426 0.56430254 0.38264424 0.54262781 0.39099466] [ 0.52166491 0.44195584 0.48693054 0.53964494 0.48963245] [ 0.62372583 0.5038913 0.43791717 0.39236662 0.37550785] [ 0.25199656 0.49774974 0.42370498 0.83490715 0.4093065 ] [ 0.2491565 0.4524091 0.42697599 0.87258104 0.55074789] [ 0.55197755 0.46466481 0.32785264 0.55451165 0.29971278] [ 0.29171049 0.59753131 0.49348538 0.80152543 0.44544745] [ 0.31658814 0.53496151 0.43082743 0.74358431 0.4834771 ] [ 0.50339287 0.42422089 0.58279485 0.37148451 0.41180594] [ 0.57618011 0.38051833 0.40978353 0.54117537 0.44448944] [ 0.58389315 0.50226206 0.56511761 0.60347256 0.47227728] [ 0.45393483 0.49848129 0.52975454 0.56797513 0.35271149] [ 0.73109887 0.53587473 0.47565379 0.55953457 0.38173829] [ 0.74987675 0.44508194 0.57885313 0.39183299 0.51696273] [ 0.33725444 0.5258825 0.49964734 0.82617158 0.42646441] [ 0.1645516 0.49918235 0.44146185 0.85986148 0.52191826] [ 0.69906689 0.27920662 0.55537696 0.31216241 0.47766993] [ 0.62130039 0.48735919 0.60258195 0.41622211 0.36860897] [ 0.17638392 0.55235838 0.35822433 0.87636691 0.43637775] [ 0.82411195 0.40421365 0.54839346 0.16018121 0.42405924] [ 0.81890562 0.34688189 0.6258338 0.11330194 0.36024358] [ 0.19645285 0.5247378 0.47674464 0.83554421 0.37751634] [ 0.70957561 0.39447094 0.47903457 0.42297305 0.44309105] [ 0.30285793 0.6169231 0.32501208 0.77162472 0.49038414] [ 0.46753706 0.49933514 0.46125875 0.44595294 0.44124185] [ 0.44823036 0.44847721 0.47256196 0.76268281 0.27664708] [ 0.4074456 0.48360744 0.51551951 0.44587546 0.50720043] [ 0.30238223 0.40195564 0.55148384 0.81589964 0.4496283 ] [ 0.67318092 0.36961326 0.55085639 0.37573305 0.36443459] [ 0.62793551 0.42930352 0.53761334 0.30798267 0.41420407] [ 0.64539631 0.52849452 0.4995242 0.48971179 0.50239096] [ 0.66286207 0.53684865 0.49477714 0.42007297 0.34389055] [ 0.85243519 0.45977794 0.39357251 0.40984914 0.29033784] [ 0.39698951 0.64439557 0.45425401 0.6842685 0.45984222] [ 0.62349233 0.51523545 0.39949594 0.38163294 0.33447906] [ 0.42945954 0.313976 0.53382084 0.63315099 0.44206921] [ 0.48301363 0.33897623 0.46110222 0.67620231 0.52072472] [ 0.56743544 0.47873905 0.53412091 0.44130838 0.33398675] [ 0.58507949 0.62010539 0.42790479 0.76102031 0.33754894] [ 0.37924703 0.39076401 0.45569189 0.81376323 0.38973113] [ 0.240374 0.41384558 0.50896973 0.85965488 0.47317647] [ 0.44078352 0.54513322 0.47938192 0.55917453 0.64514208] [ 0.6021001 0.37517091 0.36528671 0.57318931 0.32505978] [ 0.71355448 0.42430669 0.55286237 0.22306859 0.5036046 ] [ 0.70957561 0.39447094 0.47903457 0.42297305 0.44309105] [ 0.21711129 0.61727388 0.43704176 0.86338947 0.60153336] [ 0.51698329 0.54108527 0.57090467 0.77679235 0.33579302] [ 0.43695861 0.55432337 0.34383638 0.61216687 0.41834359] [ 0.67425069 0.49864692 0.43023105 0.39973663 0.41199475] [ 0.66302307 0.55150661 0.49705351 0.52492511 0.52612633] [ 0.82293109 0.4139544 0.46063022 0.29990354 0.32978446] [ 0.43941091 0.63233106 0.43548734 0.55770092 0.63838011] [ 0.42374839 0.63212131 0.46358711 0.52865764 0.42553827] [ 0.68910052 0.59660222 0.28850008 0.57640133 0.34218188] [ 0.51714147 0.45896534 0.50727911 0.59923247 0.27481981] [ 0.67017128 0.56135312 0.46552604 0.29387709 0.33374649] [ 0.48905182 0.39290949 0.5856911 0.63527707 0.34715685] [ 0.4329545 0.45056598 0.57542773 0.70950408 0.34632834] [ 0.66846694 0.47558636 0.56904099 0.40224153 0.32207709] [ 0.82467709 0.3823195 0.55018102 0.13269006 0.4114815 ] [ 0.15708416 0.42983148 0.54680961 0.81902229 0.61717149] [ 0.82614343 0.39099346 0.52083033 0.14161174 0.41453255] [ 0.72544732 0.37375861 0.58094223 0.26833352 0.3782712 ] [ 0.80472197 0.38012463 0.40988872 0.25191945 0.47109141] [ 0.65314929 0.37098391 0.49396529 0.34756641 0.44097719] [ 0.57421911 0.4445267 0.51941922 0.63982275 0.41778317] [ 0.46663735 0.52673889 0.47539956 0.62708962 0.56507453] [ 0.74146292 0.47179985 0.57304321 0.34166652 0.40381841] [ 0.37146573 0.5984756 0.50474564 0.55809671 0.50581443] [ 0.43406691 0.52678112 0.46022122 0.65034433 0.43883901] [ 0.44009604 0.46699368 0.50549389 0.48854191 0.47221007] [ 0.51450431 0.47758342 0.51038355 0.4060964 0.5338034 ] [ 0.30265465 0.59027787 0.4285903 0.71463772 0.42442971] [ 0.53271214 0.56580502 0.44532317 0.63383868 0.37856715] [ 0.72145938 0.41378353 0.57813375 0.23536739 0.47146663] [ 0.49440678 0.53831212 0.4594982 0.6038438 0.47060456] [ 0.53935444 0.51967153 0.4774496 0.63758805 0.37461428] [ 0.72960006 0.31696297 0.58600884 0.19035099 0.49351899] [ 0.60634102 0.44906949 0.47736055 0.34859487 0.38395342] [ 0.61566987 0.43148394 0.62482373 0.34004662 0.52832012] [ 0.17150238 0.51729137 0.39953882 0.87058666 0.53598989] [ 0.44571324 0.58547794 0.45851368 0.6251487 0.40076008] [ 0.72974672 0.48283876 0.52997472 0.20997498 0.48181503] [ 0.51534682 0.48546312 0.52503638 0.47229402 0.40339763] [ 0.68551586 0.43907349 0.41477681 0.30491206 0.39502584] [ 0.63173275 0.48775389 0.42647579 0.52406401 0.47584736] [ 0.6427108 0.41689504 0.53011651 0.32352377 0.51126214] [ 0.26556264 0.59280401 0.42058475 0.75214104 0.50803922] [ 0.16928579 0.45548086 0.47315236 0.90383612 0.49746114] [ 0.66861377 0.49926114 0.33578519 0.53658088 0.37444684] [ 0.17983334 0.37352422 0.56274304 0.83805939 0.56758354] [ 0.65535127 0.33014169 0.55997453 0.26708188 0.60734581] [ 0.49091645 0.4330853 0.48879988 0.54983752 0.49446508] [ 0.59071104 0.5161127 0.50753296 0.42781798 0.43486184] [ 0.21417917 0.37326646 0.58101646 0.75033851 0.58395318] [ 0.47583658 0.44277261 0.44106109 0.61646275 0.47641517] [ 0.64057123 0.45990608 0.39515871 0.29375365 0.38970441] [ 0.6865578 0.33403974 0.58305049 0.40752918 0.47533471] [ 0.6776624 0.52975631 0.43309279 0.36765304 0.30701299] [ 0.53614647 0.58928204 0.39463999 0.47378431 0.35172557] [ 0.47820087 0.414633 0.41102287 0.79022372 0.40884207] [ 0.51683891 0.59312562 0.35387474 0.55720542 0.4090755 ] [ 0.39812105 0.67969184 0.5614945 0.63301258 0.59582877] [ 0.43421373 0.45942508 0.47381757 0.74051485 0.28872936] [ 0.50401476 0.46725873 0.59610389 0.68138197 0.42964362] [ 0.78483792 0.39514197 0.52256678 0.26985032 0.49080552] [ 0.48812841 0.48218385 0.44000857 0.55913211 0.57446866] [ 0.79144501 0.60247999 0.61966187 0.44111788 0.37841748] [ 0.66858356 0.42387758 0.52864198 0.41764613 0.44058692] [ 0.24714863 0.47830828 0.55359818 0.77796736 0.65282804] Progress: 9.3% ... Training loss: 0.754 ... Validation loss: 1.273[ 0.53093331 0.43268429 0.57244824 0.53036557 0.42474772] [ 0.72640664 0.48078511 0.58354803 0.44049219 0.42893495] [ 0.59723773 0.51608301 0.46710698 0.50076392 0.46901513] [ 0.60985572 0.42200194 0.46563531 0.60104701 0.49153935] [ 0.44564829 0.44176892 0.50042877 0.6257263 0.42867697] [ 0.33028471 0.63042806 0.36411685 0.81876199 0.39675688] [ 0.61280636 0.46881733 0.53158312 0.41292289 0.42190519] [ 0.45295771 0.33231156 0.52668033 0.69214913 0.33264516] [ 0.56140196 0.35682884 0.49328944 0.36596349 0.41625523] [ 0.68681203 0.52752882 0.58961566 0.36860745 0.54052086] [ 0.73603505 0.3808508 0.56356699 0.36593161 0.44542588] [ 0.59001632 0.57047693 0.54954578 0.57034768 0.39933207] [ 0.52488771 0.29459457 0.47040895 0.52882475 0.37352304] [ 0.43299443 0.45588727 0.45719623 0.65130059 0.38159703] [ 0.5000608 0.56222214 0.35894857 0.65684802 0.36064189] [ 0.66388887 0.4123405 0.61290823 0.45743447 0.3805144 ] [ 0.43593737 0.56824796 0.29486217 0.77222853 0.44124532] [ 0.49702698 0.50236893 0.56018259 0.74529296 0.41983938] [ 0.70465192 0.41051174 0.43932512 0.29491894 0.38774977] [ 0.78453225 0.39824268 0.49572283 0.3243139 0.43929966] [ 0.502712 0.47924795 0.63879414 0.70151401 0.37289379] [ 0.70530643 0.49610752 0.62875369 0.19262485 0.42792114] [ 0.61210755 0.47364683 0.53411934 0.3505594 0.52477779] [ 0.63568491 0.35324322 0.41330229 0.23261092 0.42460383] [ 0.62506163 0.45682859 0.4055762 0.45924069 0.47272783] [ 0.67517995 0.40820478 0.51190338 0.3634357 0.41212168] [ 0.33773201 0.57756464 0.50641489 0.7176971 0.59564504] [ 0.55355196 0.36435363 0.52504204 0.47043757 0.55961136] [ 0.50866526 0.59120115 0.49359031 0.7143938 0.34991505] [ 0.39955496 0.61842341 0.57424195 0.68902304 0.41871092] [ 0.44985511 0.52060412 0.55124083 0.60624002 0.40565955] [ 0.22884649 0.52869356 0.61003524 0.79916843 0.40487406] [ 0.59241127 0.40823851 0.43298552 0.73134098 0.27702383] [ 0.5498064 0.52151423 0.48647499 0.51783464 0.60572644] [ 0.86049386 0.37945476 0.50555844 0.13003283 0.38044665] [ 0.66585762 0.43359017 0.58636931 0.41996671 0.36318459] [ 0.5370524 0.39141471 0.35758875 0.41710574 0.35032346] [ 0.54848544 0.42140764 0.49383904 0.54514942 0.47962713] [ 0.86374403 0.42833843 0.59824653 0.15653994 0.33517445] [ 0.73982895 0.60798015 0.45028195 0.40862521 0.49900161] [ 0.43720742 0.44623584 0.52765784 0.39242873 0.42883334] [ 0.49528969 0.61484316 0.4089301 0.42728648 0.50788238] [ 0.41538189 0.36418425 0.47866115 0.40757413 0.47291379] [ 0.80462913 0.46986857 0.58288143 0.36120883 0.40049031] [ 0.61243926 0.39273735 0.60245011 0.45921673 0.3554185 ] [ 0.41238506 0.52694815 0.48555893 0.52709101 0.45960936] [ 0.14184094 0.53075681 0.41068532 0.91972162 0.55309076] [ 0.63444878 0.43381511 0.36835983 0.45488379 0.50349911] [ 0.53469724 0.56167698 0.37977295 0.74135613 0.23474551] [ 0.42491566 0.49831127 0.52222945 0.70899373 0.29277791] [ 0.40722035 0.63542423 0.55921882 0.6075826 0.61701466] [ 0.19211794 0.45185788 0.48280936 0.84269594 0.43462103] [ 0.82891322 0.54628592 0.53042932 0.40520026 0.38415608] [ 0.50745951 0.30373912 0.60184358 0.40611192 0.63514529] [ 0.42985088 0.4179458 0.4743328 0.62200695 0.3842765 ] [ 0.61185095 0.54528439 0.45891281 0.61190698 0.448308 ] [ 0.28144573 0.46268324 0.43192695 0.73602289 0.46520682] [ 0.65543398 0.35189069 0.46588338 0.19329739 0.42638693] [ 0.1895682 0.51215913 0.55279956 0.74103011 0.55063006] [ 0.31862099 0.48574342 0.51040072 0.68089795 0.6050295 ] [ 0.55472009 0.3814699 0.47059343 0.74116529 0.37402565] [ 0.39694534 0.42032465 0.48382776 0.77450284 0.34833728] [ 0.17900013 0.52843926 0.44162145 0.87065178 0.39064956] [ 0.35845738 0.58684002 0.47962024 0.70822617 0.43162652] [ 0.67853467 0.46986107 0.40182318 0.27460499 0.32047299] [ 0.57434951 0.60089748 0.48576835 0.3520411 0.46368042] [ 0.7342384 0.50615562 0.51927168 0.30754687 0.41682547] [ 0.72729206 0.40715702 0.51093775 0.39948027 0.47388998] [ 0.51950836 0.561183 0.47199195 0.61565896 0.35197759] [ 0.73790275 0.4924256 0.62727301 0.27149629 0.53996283] [ 0.62966394 0.34472305 0.51519051 0.26866408 0.46064206] [ 0.75283738 0.38965184 0.40605958 0.24980859 0.29590516] [ 0.52211966 0.55800511 0.45343846 0.37173979 0.48026854] [ 0.73631791 0.31107918 0.48988423 0.20235781 0.37327174] [ 0.58936038 0.40359678 0.45075856 0.54701055 0.55727926] [ 0.33895297 0.48079835 0.43554433 0.74964857 0.32824305] [ 0.65644812 0.49600759 0.45977317 0.396173 0.35350086] [ 0.53363497 0.56713166 0.28168895 0.69247472 0.31082488] [ 0.6457587 0.44309165 0.36874242 0.45254018 0.40179547] [ 0.59234458 0.50328714 0.40896788 0.48548936 0.45932796] [ 0.24772937 0.70758621 0.31811584 0.78666912 0.46174781] [ 0.76108464 0.39695932 0.5329204 0.3364136 0.4233723 ] [ 0.69236291 0.45499092 0.37377812 0.37777382 0.32129105] [ 0.39955496 0.61842341 0.57424195 0.68902304 0.41871092] [ 0.68077946 0.43170868 0.43418291 0.26493764 0.32518539] [ 0.19727675 0.42086553 0.46868324 0.8994599 0.6204554 ] [ 0.78921931 0.51901063 0.37071899 0.46227376 0.32407471] [ 0.22573619 0.51856597 0.5014733 0.89016644 0.59207299] [ 0.3810937 0.41683144 0.58342429 0.74235358 0.37725768] [ 0.67745366 0.39509412 0.56358233 0.31127369 0.39643844] [ 0.30304677 0.62697463 0.35041325 0.76414634 0.43919649] [ 0.49445 0.55763778 0.53861141 0.5724529 0.470302 ] [ 0.53586204 0.50610023 0.45137119 0.46813345 0.32081723] [ 0.55517753 0.54548018 0.46489233 0.58847422 0.36536741] [ 0.50286622 0.39137242 0.36737144 0.47754234 0.35614279] [ 0.66976522 0.3509587 0.60484938 0.33715397 0.46254826] [ 0.54098675 0.5425447 0.50000625 0.67638874 0.47128843] [ 0.67786112 0.44266332 0.395086 0.38288649 0.40124722] [ 0.59894852 0.38363469 0.57345274 0.26533899 0.53030842] [ 0.2768487 0.4997862 0.48325721 0.75138544 0.54774252] [ 0.6561877 0.49672291 0.40432072 0.4376551 0.32159854] [ 0.56928828 0.53569406 0.41196797 0.47936951 0.41714415] [ 0.3673397 0.60150434 0.27402029 0.74061779 0.43859758] [ 0.60471189 0.5159765 0.46016641 0.48652213 0.40532175] [ 0.6232648 0.48326622 0.66858732 0.27083983 0.55585819] [ 0.71013038 0.39510171 0.54925379 0.34641105 0.35093983] [ 0.50965134 0.42380289 0.50186275 0.38893934 0.66606927] [ 0.16991142 0.57881564 0.44172614 0.81340408 0.43825543] [ 0.72072236 0.53159393 0.55491302 0.39676104 0.49277399] [ 0.68301282 0.40729674 0.62154742 0.36897829 0.4674894 ] [ 0.53814351 0.56580634 0.5363134 0.57684162 0.4493142 ] [ 0.76788429 0.56131447 0.37497258 0.48140527 0.34817698] [ 0.34715985 0.50959446 0.56335966 0.84266251 0.45537042] [ 0.52105011 0.42504937 0.4711128 0.47352887 0.50750962] [ 0.42593486 0.56671592 0.47947909 0.57599919 0.4568686 ] [ 0.4348626 0.51638287 0.46467201 0.73942386 0.34414479] [ 0.57222444 0.34971428 0.65612788 0.44666546 0.32692936] [ 0.43901862 0.6073914 0.34218451 0.58346347 0.4336158 ] [ 0.31833083 0.56484157 0.47917032 0.83748651 0.45951023] [ 0.32646952 0.59423186 0.33346354 0.79820893 0.5292683 ] [ 0.72880311 0.55358235 0.49988907 0.36590927 0.44374828] [ 0.69013888 0.42567255 0.58103556 0.19519173 0.4930977 ] [ 0.62937498 0.43118505 0.5397489 0.54770466 0.44407388] [ 0.67914509 0.45846519 0.52246233 0.23707407 0.48116759] [ 0.73603505 0.3808508 0.56356699 0.36593161 0.44542588] [ 0.37907108 0.43402773 0.53243221 0.75756799 0.45604696] [ 0.661277 0.511846 0.45191984 0.24737144 0.43721503] [ 0.59703968 0.48245776 0.52144387 0.51589449 0.45682171] Progress: 9.3% ... Training loss: 0.753 ... Validation loss: 1.278[ 0.70792771 0.57118693 0.50666451 0.35882032 0.4171877 ] [ 0.76935673 0.42601457 0.42382229 0.27241988 0.3306085 ] [ 0.25235082 0.500264 0.48750719 0.82564907 0.51480204] [ 0.58429427 0.55794858 0.49059423 0.49825256 0.48453813] [ 0.78531617 0.39771852 0.49586661 0.32368054 0.43908418] [ 0.65631664 0.41679523 0.51522454 0.28998088 0.44889078] [ 0.49011988 0.50793131 0.41465943 0.40345679 0.48326986] [ 0.25551356 0.46777834 0.57332775 0.76867425 0.52801047] [ 0.36762248 0.46942475 0.52831992 0.6996478 0.3917712 ] [ 0.38901413 0.58237081 0.47676738 0.67222768 0.37053304] [ 0.76618765 0.42974656 0.53968525 0.21601646 0.42034168] [ 0.6967054 0.46224933 0.51248494 0.42439949 0.35522091] [ 0.27031785 0.52142475 0.46216094 0.80651051 0.53228817] [ 0.5158086 0.49386194 0.48400428 0.5431385 0.45016541] [ 0.56258911 0.3120459 0.42682656 0.54995252 0.43740146] [ 0.64451742 0.4476697 0.56830725 0.51144473 0.41252857] [ 0.31524084 0.5537363 0.55080693 0.8131663 0.47844815] [ 0.62500517 0.46312998 0.5151448 0.36616475 0.52418577] [ 0.48214714 0.4562374 0.58272332 0.70062934 0.42230771] [ 0.45360876 0.40867833 0.50888655 0.44542204 0.51337341] [ 0.20333641 0.51071673 0.51381667 0.89024016 0.47940183] [ 0.15990325 0.32987844 0.48600458 0.9058218 0.56062716] [ 0.55653445 0.4040302 0.65503877 0.40406849 0.48612139] [ 0.65834648 0.39414206 0.5248175 0.36540656 0.48548571] [ 0.84881469 0.3740196 0.61570387 0.19595381 0.42952099] [ 0.56263692 0.46028925 0.48886624 0.50332159 0.34415498] [ 0.37440494 0.52239824 0.39522206 0.72075838 0.56996694] [ 0.68050259 0.41997279 0.54783623 0.37005805 0.3495348 ] [ 0.79477608 0.34822647 0.4356437 0.09919511 0.31328754] [ 0.56208999 0.50148124 0.57000486 0.34789795 0.45494569] [ 0.56306381 0.41354642 0.59821982 0.42981705 0.44365969] [ 0.7269299 0.49070756 0.49399209 0.41751162 0.28494979] [ 0.63665035 0.35284658 0.41340992 0.2322113 0.42444346] [ 0.82271244 0.48615161 0.55369685 0.16176599 0.45016883] [ 0.43340321 0.52718219 0.46011535 0.65052584 0.43899445] [ 0.61430111 0.60777788 0.48790512 0.62890597 0.4449844 ] [ 0.52935749 0.46995646 0.50792935 0.68293874 0.26617997] [ 0.18780478 0.49442389 0.47770991 0.75778448 0.45644996] [ 0.23680884 0.42692681 0.52138981 0.83603951 0.490514 ] [ 0.55943109 0.57000497 0.43593524 0.64029841 0.33181803] [ 0.60191525 0.43256021 0.59620497 0.52501317 0.42227081] [ 0.49300679 0.61828958 0.32379116 0.62705812 0.44806231] [ 0.29826355 0.43153966 0.6771144 0.68401226 0.58645141] [ 0.57811288 0.4105016 0.61570414 0.24989683 0.54069554] [ 0.57456919 0.60342784 0.62472827 0.6277991 0.42131133] [ 0.34887365 0.44643768 0.45981158 0.81456675 0.36434271] [ 0.5644541 0.53449969 0.49052976 0.34900636 0.43749771] [ 0.72436254 0.5484819 0.43373892 0.42022186 0.41961748] [ 0.70792298 0.60062295 0.53309071 0.46481131 0.44974257] [ 0.37251699 0.53222648 0.51549803 0.71982805 0.53128991] [ 0.40278875 0.58767341 0.44114672 0.67335419 0.47371237] [ 0.47308595 0.49153965 0.48570673 0.58772113 0.42797068] [ 0.61723041 0.61183202 0.41230517 0.61401489 0.43631814] [ 0.49725658 0.4923216 0.42944761 0.57741161 0.47737462] [ 0.50456641 0.46697136 0.54684039 0.77466706 0.32951803] [ 0.260578 0.61595014 0.31461443 0.71638052 0.48291425] [ 0.2454653 0.59757986 0.4290208 0.74960152 0.43668117] [ 0.2531159 0.56373347 0.58904913 0.81567086 0.6055382 ] [ 0.63665035 0.35284658 0.41340992 0.2322113 0.42444346] [ 0.80646764 0.31813816 0.52852389 0.16974201 0.39327749] [ 0.38608523 0.40286446 0.52228531 0.51191116 0.54433193] [ 0.52242041 0.35478963 0.5584652 0.65055142 0.45408164] [ 0.57405014 0.5879238 0.42347286 0.66441279 0.47132838] [ 0.537313 0.46059881 0.43421288 0.51530993 0.37902371] [ 0.55475148 0.46660902 0.63377367 0.37596242 0.52217155] [ 0.38156517 0.35755918 0.49183156 0.64031066 0.60230294] [ 0.42571165 0.5302317 0.49317267 0.60669019 0.49078452] [ 0.42267575 0.44077928 0.58446038 0.64644479 0.3511128 ] [ 0.35942496 0.47685468 0.60136749 0.51335262 0.3976546 ] [ 0.57446356 0.60085069 0.48577844 0.35194559 0.46366309] [ 0.79200238 0.49662744 0.56567458 0.16487405 0.45131169] [ 0.35355193 0.58557154 0.55927323 0.54017385 0.63650757] [ 0.70134659 0.39211832 0.55898884 0.24699447 0.36256524] [ 0.26250983 0.57161547 0.38855211 0.68502782 0.42065246] [ 0.70797078 0.48605034 0.38233828 0.59863558 0.33257875] [ 0.66306714 0.67408853 0.44969361 0.67865702 0.4390809 ] [ 0.30474416 0.65555089 0.34123313 0.83429115 0.48480527] [ 0.49026496 0.46991338 0.57218852 0.496393 0.44872009] [ 0.58002147 0.5600188 0.42513925 0.37418312 0.40300829] [ 0.5147566 0.42173211 0.4759501 0.39463265 0.55992951] [ 0.49098974 0.451773 0.54677793 0.46965086 0.55848259] [ 0.79850659 0.43030566 0.44050238 0.3822441 0.51599999] [ 0.3888568 0.56645676 0.37860838 0.74889639 0.43168216] [ 0.69660084 0.40612261 0.65360763 0.30623236 0.42824841] [ 0.32820167 0.46700569 0.52556705 0.81416821 0.48170173] [ 0.14519467 0.47804368 0.52381478 0.91001738 0.60295042] [ 0.63023812 0.69813937 0.47399907 0.62720788 0.39349282] [ 0.49647529 0.42147292 0.54102593 0.62830811 0.45974817] [ 0.36219477 0.52145425 0.63694017 0.71491187 0.47275319] [ 0.32221068 0.51935184 0.51167237 0.71586265 0.38273987] [ 0.49529304 0.59476477 0.38312868 0.73527071 0.39239703] [ 0.42117141 0.41880622 0.57139018 0.59482133 0.47195421] [ 0.48641354 0.42139469 0.52199293 0.49701603 0.45767005] [ 0.85428373 0.41424027 0.55574679 0.36934454 0.35039618] [ 0.57223728 0.44640436 0.51152843 0.49277445 0.47007744] [ 0.39723673 0.49479907 0.59524336 0.74990689 0.33328952] [ 0.77947786 0.45622886 0.53391481 0.2869439 0.39654307] [ 0.22821638 0.45972179 0.47118517 0.85968352 0.40310296] [ 0.24462252 0.42866672 0.57314898 0.88552739 0.57141716] [ 0.60257283 0.51756711 0.55099065 0.37384933 0.40773209] [ 0.56198014 0.35925939 0.56125676 0.6633019 0.46940904] [ 0.30254965 0.4596299 0.54635093 0.75309518 0.53456061] [ 0.45824892 0.4277082 0.44410997 0.63650112 0.33312136] [ 0.43291854 0.49607295 0.6061724 0.74562359 0.46199441] [ 0.62572982 0.40433639 0.68194347 0.3039284 0.43984345] [ 0.76046135 0.5321887 0.5056591 0.35726865 0.32615036] [ 0.65749596 0.40239863 0.4648671 0.39892551 0.33207296] [ 0.79654272 0.44377309 0.41422099 0.23255914 0.3121303 ] [ 0.70202621 0.47174717 0.38606413 0.52354236 0.35070547] [ 0.53758786 0.37261465 0.50747425 0.43122394 0.50169269] [ 0.28189198 0.50773443 0.48953041 0.66005455 0.4537937 ] [ 0.77905791 0.41841157 0.51898802 0.12858176 0.45434466] [ 0.70771011 0.55249197 0.47248991 0.44431719 0.46241966] [ 0.73910531 0.38514469 0.57537093 0.40210705 0.40350941] [ 0.73463478 0.48300975 0.58997538 0.48278991 0.36911728] [ 0.19344562 0.56328596 0.5124509 0.83121771 0.51864862] [ 0.22140265 0.64268768 0.47935672 0.7679091 0.42672398] [ 0.77078694 0.47109135 0.56826667 0.36116305 0.34839183] [ 0.41737614 0.48776206 0.52389907 0.56593446 0.53116177] [ 0.22200347 0.47501816 0.41745079 0.90822046 0.61457276] [ 0.63172304 0.3584085 0.57743706 0.55046876 0.47578429] [ 0.71424522 0.46404884 0.50772187 0.30079089 0.28503383] [ 0.33009389 0.52004454 0.4241887 0.84267579 0.53492281] [ 0.55340013 0.557646 0.50347506 0.43532351 0.48500205] [ 0.62554978 0.44447387 0.50645909 0.5800342 0.419159 ] [ 0.40975271 0.51252233 0.34519524 0.64532202 0.51982353] [ 0.38340725 0.57344887 0.39666926 0.65146577 0.45289393] [ 0.55649534 0.60941379 0.51834298 0.47401631 0.40022922] Progress: 9.4% ... Training loss: 0.751 ... Validation loss: 1.275[ 0.31276343 0.63764975 0.3840575 0.78019015 0.55047086] [ 0.34525991 0.68190201 0.37100267 0.8183064 0.40087673] [ 0.63102465 0.37040552 0.49689413 0.24397587 0.378158 ] [ 0.5813734 0.49892003 0.57171924 0.49477882 0.44463023] [ 0.27440789 0.45894857 0.34140166 0.68039904 0.48209245] [ 0.72820943 0.46327387 0.43523853 0.32242527 0.40526434] [ 0.80181114 0.42227905 0.55252354 0.2436891 0.44343984] [ 0.4553936 0.60739579 0.35954114 0.63194269 0.52781617] [ 0.39238051 0.66770951 0.40865314 0.75935244 0.51728577] [ 0.50826964 0.59141523 0.49352992 0.71447237 0.3499916 ] [ 0.62986546 0.42495635 0.44232655 0.70744811 0.43161563] [ 0.71171818 0.43071619 0.51208682 0.24146256 0.43391001] [ 0.43860803 0.50413402 0.3934496 0.72878996 0.28584334] [ 0.53981375 0.40277644 0.37964644 0.64519174 0.33335174] [ 0.26440013 0.5946624 0.38386191 0.80296822 0.52946156] [ 0.66935801 0.54945976 0.52440451 0.31072581 0.35109465] [ 0.34238305 0.51722431 0.5062241 0.65323316 0.56238943] [ 0.69720139 0.38339226 0.43611623 0.3241719 0.39557749] [ 0.64627664 0.38636399 0.60423028 0.32283522 0.35614389] [ 0.39563715 0.48420015 0.31494236 0.72623073 0.56275973] [ 0.31239068 0.55479981 0.34968476 0.65456445 0.50875985] [ 0.33370035 0.61317258 0.41057014 0.73040247 0.47057115] [ 0.55253251 0.55173635 0.53331135 0.60765603 0.43946398] [ 0.2508724 0.61859784 0.51864037 0.78258618 0.50444577] [ 0.38811324 0.49170993 0.50922522 0.68578229 0.45990985] [ 0.42260603 0.41197171 0.49613234 0.61736935 0.383978 ] [ 0.48410977 0.45668777 0.55785248 0.45601297 0.51062654] [ 0.26338384 0.45892008 0.53017682 0.68147908 0.45845852] [ 0.53614552 0.59654823 0.48435271 0.55015933 0.44390739] [ 0.54641126 0.53069773 0.58954032 0.50093501 0.36340169] [ 0.439093 0.4203212 0.67042083 0.69205743 0.37587951] [ 0.2335868 0.51717904 0.49458731 0.86189767 0.51184842] [ 0.28900201 0.48292794 0.56208206 0.67653216 0.48246939] [ 0.51485054 0.39139 0.50958341 0.49290645 0.44207077] [ 0.49559853 0.55771363 0.3566574 0.60718588 0.29035365] [ 0.49866603 0.47054478 0.50306446 0.69442002 0.40778047] [ 0.39942133 0.45983444 0.49394146 0.57423502 0.38926482] [ 0.6866189 0.42398097 0.50714508 0.32266425 0.56166638] [ 0.4536651 0.31285434 0.51780855 0.68122342 0.44349538] [ 0.57991928 0.43705053 0.59745066 0.5037618 0.4114843 ] [ 0.40951194 0.46559232 0.47701427 0.73716297 0.41170255] [ 0.64053373 0.54621603 0.53104693 0.5027586 0.50028535] [ 0.64925115 0.45539893 0.45655333 0.44177517 0.50936707] [ 0.7484788 0.44899742 0.42184766 0.38176407 0.45910744] [ 0.15657265 0.54308114 0.44004563 0.86207159 0.53836635] [ 0.22040674 0.47614231 0.41714784 0.90861456 0.61499031] [ 0.42905614 0.56725618 0.43207504 0.66000795 0.53113866] [ 0.19239496 0.48144152 0.53018766 0.91316345 0.57190456] [ 0.66186313 0.42638312 0.38413732 0.52902463 0.40016653] [ 0.1918006 0.49074441 0.44688286 0.82431157 0.49087935] [ 0.63501346 0.38839987 0.60253885 0.27070621 0.5925505 ] [ 0.44160404 0.42931199 0.62245327 0.64814349 0.32910427] [ 0.70299367 0.47027167 0.49593536 0.39319492 0.36735902] [ 0.16796644 0.52095459 0.50008972 0.84249298 0.57678848] [ 0.5384841 0.56577875 0.53632245 0.57659745 0.44930928] [ 0.80620838 0.4153275 0.50665483 0.31514361 0.42426286] [ 0.4543625 0.61634776 0.45569505 0.68416764 0.42068495] [ 0.56976569 0.5713777 0.38358604 0.50414332 0.42507101] [ 0.72136404 0.31755595 0.54693377 0.3098388 0.48717618] [ 0.4660567 0.54504791 0.46420615 0.60441013 0.3669922 ] [ 0.50601424 0.45754945 0.62613373 0.53196157 0.48150872] [ 0.37074094 0.43819453 0.60520814 0.79089903 0.47461681] [ 0.77291814 0.38488019 0.41042652 0.256811 0.30016365] [ 0.34084559 0.36349308 0.44655549 0.49958014 0.69022378] [ 0.36883185 0.54449433 0.40616688 0.50589695 0.59035984] [ 0.61782832 0.52394516 0.48646813 0.58237156 0.33023452] [ 0.2103297 0.47621166 0.61049635 0.80253146 0.56377106] [ 0.5493585 0.52170821 0.48642565 0.51793925 0.60579231] [ 0.79158139 0.46637039 0.54983013 0.31448181 0.37973166] [ 0.50833222 0.57725204 0.42330205 0.60251932 0.41190051] [ 0.72705043 0.49507693 0.41801957 0.26571905 0.23599307] [ 0.58593042 0.46415445 0.48746723 0.53379283 0.45816964] [ 0.66954207 0.49121207 0.48198384 0.43804351 0.41476052] [ 0.62991003 0.5060121 0.3779874 0.37025415 0.31830613] [ 0.15081769 0.5241276 0.48963462 0.89516844 0.50760809] [ 0.75335122 0.43783918 0.42106188 0.27220455 0.3352805 ] [ 0.28322266 0.50575905 0.6208832 0.60856841 0.66812715] [ 0.20392305 0.56080646 0.5246052 0.84634839 0.53997581] [ 0.68618231 0.27255717 0.51877172 0.3521597 0.48279974] [ 0.43805827 0.44418643 0.54051835 0.47358362 0.58433067] [ 0.14720453 0.45692603 0.52365738 0.81912649 0.46947248] [ 0.65060653 0.57054377 0.57181206 0.36467469 0.53899649] [ 0.3417909 0.43851531 0.49784513 0.47461973 0.55540026] [ 0.84281619 0.36775643 0.62578165 0.14750838 0.34105961] [ 0.65940793 0.47986176 0.39271277 0.56244299 0.50726941] [ 0.23668944 0.50055006 0.39520943 0.79650081 0.51511164] [ 0.44053023 0.50735638 0.50959515 0.5698016 0.40964468] [ 0.88227031 0.44099248 0.51178255 0.13085726 0.30378326] [ 0.52777948 0.48944507 0.50889356 0.56120976 0.47524104] [ 0.55729988 0.40836621 0.41028447 0.35419252 0.58192065] [ 0.67849186 0.44991246 0.43645614 0.38807238 0.44603041] [ 0.63522425 0.43435725 0.51870859 0.26881205 0.5080553 ] [ 0.51832102 0.44264904 0.4647971 0.62926519 0.37352048] [ 0.30932924 0.42443963 0.42101662 0.8141217 0.49280862] [ 0.70354514 0.38165163 0.52552486 0.21590477 0.40474428] [ 0.31083437 0.51347853 0.41038631 0.73160328 0.55725495] [ 0.28425545 0.50367986 0.49185752 0.67112558 0.51896424] [ 0.67651667 0.43969981 0.51513221 0.43577073 0.37128858] [ 0.56839311 0.34977283 0.62855785 0.36009575 0.45808631] [ 0.28260691 0.41958898 0.42460562 0.52752702 0.70478345] [ 0.70989299 0.48023565 0.60718308 0.26598873 0.5048494 ] [ 0.58476986 0.46088959 0.44843018 0.361862 0.39309332] [ 0.48693276 0.53811193 0.45727752 0.68499575 0.44717281] [ 0.49005028 0.66342252 0.3580895 0.6810802 0.4778528 ] [ 0.56056278 0.50141577 0.41985216 0.79157134 0.30652022] [ 0.4615338 0.51062724 0.47719827 0.61805558 0.38397889] [ 0.63717223 0.66777819 0.50563526 0.4417686 0.42660615] [ 0.46085221 0.42374712 0.53031577 0.65852473 0.32527518] [ 0.43681962 0.36512549 0.45353165 0.56633179 0.56072017] [ 0.70926185 0.42925212 0.54790155 0.44066595 0.35926817] [ 0.55649963 0.37575806 0.63588747 0.5004984 0.32505739] [ 0.42764911 0.3847945 0.49844128 0.73213104 0.37258647] [ 0.32698241 0.63202212 0.36369636 0.81979809 0.39737931] [ 0.60837505 0.48168336 0.42066742 0.62301953 0.35029799] [ 0.23234071 0.39806165 0.55214961 0.75285122 0.62501003] [ 0.35540702 0.52527693 0.3704337 0.4997256 0.43243207] [ 0.56759859 0.38988486 0.48928794 0.59264278 0.49609206] [ 0.38243369 0.47760711 0.57000715 0.65845087 0.44346921] [ 0.42320446 0.53637587 0.50241234 0.56134916 0.38332042] [ 0.63019784 0.57318405 0.44299249 0.58867703 0.4554598 ] [ 0.34131887 0.55189949 0.39647928 0.75708701 0.41740497] [ 0.48644042 0.3824455 0.61711525 0.41206831 0.54247979] [ 0.52321914 0.55756029 0.4535589 0.37114049 0.48009989] [ 0.56293635 0.56259432 0.51251129 0.50338029 0.46799503] [ 0.63038755 0.41991511 0.59680497 0.33799446 0.4641692 ] [ 0.54181361 0.49492873 0.43408123 0.61918232 0.48137738] [ 0.31909925 0.4985986 0.57627143 0.70790396 0.49584416] [ 0.33070504 0.49703243 0.31243549 0.86271574 0.39431018] Progress: 9.4% ... Training loss: 0.751 ... Validation loss: 1.280[ 0.69625651 0.57820091 0.43691864 0.53884018 0.42776463] [ 0.31202922 0.52995707 0.35581505 0.70672312 0.47399034] [ 0.70238247 0.43989095 0.5962665 0.34297343 0.43737057] [ 0.42875838 0.40918412 0.6098564 0.62755461 0.47386237] [ 0.33598511 0.55149471 0.50724371 0.66133168 0.48320882] [ 0.55308773 0.56355511 0.41654464 0.43060223 0.43884793] [ 0.51817727 0.6122503 0.34393469 0.5825259 0.36763929] [ 0.47177677 0.45812326 0.42698425 0.73291607 0.31066994] [ 0.82543839 0.33419845 0.52944711 0.09513958 0.32264383] [ 0.33600589 0.49682198 0.43886263 0.63128911 0.57722108] [ 0.60227733 0.38387785 0.60133552 0.48621041 0.42230933] [ 0.7186902 0.58124776 0.46892541 0.43887002 0.36916698] [ 0.59477802 0.64674539 0.37450404 0.53161664 0.49072678] [ 0.48175403 0.48307942 0.4835207 0.70900899 0.37620106] [ 0.69106569 0.54463768 0.34914974 0.72028488 0.41114621] [ 0.23149011 0.4161735 0.43026061 0.83521392 0.41731762] [ 0.48764589 0.45391443 0.43350451 0.61662897 0.44808857] [ 0.30959405 0.51390576 0.39390807 0.75877915 0.49756113] [ 0.60499568 0.44092586 0.52493206 0.4462908 0.5481694 ] [ 0.65749743 0.48335683 0.45515794 0.42578695 0.48973933] [ 0.5412878 0.64430598 0.2924117 0.63496906 0.36471256] [ 0.53365163 0.52486782 0.36750997 0.70010503 0.52158045] [ 0.77247996 0.43546966 0.58128924 0.20348072 0.5302352 ] [ 0.57630622 0.47855715 0.5655983 0.66244162 0.43075714] [ 0.30279954 0.45115839 0.60828909 0.63659648 0.52894528] [ 0.35370539 0.51836845 0.43611981 0.72567901 0.5141334 ] [ 0.51247678 0.37596229 0.5953224 0.74270974 0.4576702 ] [ 0.45083495 0.54352595 0.44782598 0.6114844 0.51545425] [ 0.32357187 0.31402564 0.48549998 0.76117312 0.58517618] [ 0.23627436 0.50908017 0.48950407 0.83180528 0.48904239] [ 0.56946491 0.34131418 0.56842944 0.67736999 0.40099355] [ 0.75573431 0.47710787 0.63210037 0.18401344 0.52041321] [ 0.33598511 0.55149471 0.50724371 0.66133168 0.48320882] [ 0.67072155 0.50635197 0.55467411 0.17617495 0.5105599 ] [ 0.54552811 0.49927709 0.4008372 0.46643774 0.44219313] [ 0.72167807 0.50648447 0.52878255 0.43671163 0.37983648] [ 0.43319934 0.40388394 0.55219425 0.71633756 0.41055213] [ 0.58951498 0.55857586 0.52221918 0.38576132 0.53416875] [ 0.65531489 0.35437771 0.63491074 0.31573927 0.41613874] [ 0.43985162 0.44645443 0.64561557 0.71497822 0.35220831] [ 0.6566926 0.54391485 0.50665644 0.50232928 0.46624097] [ 0.41458321 0.47200407 0.4059194 0.49538318 0.51677746] [ 0.52893044 0.63511875 0.34901781 0.64920064 0.4163461 ] [ 0.42413998 0.39031775 0.50120804 0.68662299 0.36671899] [ 0.49947601 0.39267012 0.57384496 0.57654394 0.37925621] [ 0.57349122 0.43697528 0.49611096 0.65517337 0.3072828 ] [ 0.69509183 0.50472936 0.43221798 0.42799095 0.44358539] [ 0.37342224 0.43029058 0.49231164 0.53894882 0.4645528 ] [ 0.67765068 0.51634087 0.35971807 0.40866842 0.35752407] [ 0.50980719 0.50389048 0.54831057 0.54760945 0.434085 ] [ 0.32709455 0.53344224 0.45493474 0.7095743 0.46669206] [ 0.72667507 0.48001717 0.48846411 0.48912401 0.46230916] [ 0.32040538 0.46171909 0.40445627 0.58980121 0.5776784 ] [ 0.33219014 0.48207435 0.5518509 0.69159721 0.48744378] [ 0.67673234 0.46898672 0.55151221 0.26732377 0.32247197] [ 0.75086448 0.38649613 0.39196805 0.26601985 0.32001099] [ 0.49525752 0.49586064 0.48231099 0.53142927 0.63959831] [ 0.74987767 0.47418125 0.49360525 0.35669576 0.36572459] [ 0.65294957 0.40026412 0.48679282 0.53221414 0.34644182] [ 0.65514118 0.46437321 0.46697343 0.46081697 0.32002739] [ 0.76234171 0.52904798 0.37117135 0.42564841 0.35464209] [ 0.45896193 0.38397572 0.6040555 0.61759734 0.37321625] [ 0.32869391 0.51070577 0.47160463 0.80691293 0.30549769] [ 0.37800265 0.63139885 0.53676788 0.72121395 0.55042808] [ 0.71218242 0.56066666 0.57158655 0.45185567 0.54850457] [ 0.36946865 0.37639658 0.49783309 0.82194039 0.37216916] [ 0.23148758 0.52398482 0.5064371 0.77584142 0.51339315] [ 0.5864939 0.36528927 0.61620695 0.43789185 0.3456494 ] [ 0.34953188 0.49025392 0.49252305 0.65302363 0.40950436] [ 0.49364208 0.49288293 0.3428645 0.52322138 0.4402346 ] [ 0.4974198 0.46405874 0.52460756 0.45610229 0.49254987] [ 0.75434262 0.50234886 0.53896236 0.28797271 0.43679699] [ 0.42196515 0.30973319 0.43865602 0.6919063 0.35891063] [ 0.30463897 0.56255083 0.49044014 0.69556265 0.46583976] [ 0.85916048 0.44396123 0.37487201 0.21111607 0.32035758] [ 0.82560579 0.44358788 0.57301727 0.20201339 0.43425674] [ 0.4554347 0.58207888 0.37389007 0.73738244 0.37726759] [ 0.40292879 0.55361763 0.4659177 0.55816102 0.45593929] [ 0.76413574 0.32523668 0.6041849 0.26534274 0.38080588] [ 0.72955137 0.42068627 0.39887282 0.31874582 0.37796408] [ 0.69855469 0.47458701 0.49869978 0.38053471 0.43582618] [ 0.45646807 0.39542146 0.50343621 0.43466191 0.40300277] [ 0.62138146 0.38708262 0.46094141 0.46396537 0.45151147] [ 0.1584384 0.42497448 0.36146062 0.8563444 0.48013996] [ 0.59006889 0.52621772 0.37835723 0.50167138 0.3556363 ] [ 0.50472658 0.47747774 0.63804729 0.59873962 0.4420928 ] [ 0.5926409 0.42470242 0.5274783 0.23834359 0.50562197] [ 0.58989429 0.60025777 0.40210799 0.51584788 0.35460425] [ 0.26014228 0.56091643 0.47150911 0.80053037 0.53963391] [ 0.33620515 0.63370039 0.363514 0.75775762 0.54897225] [ 0.7001116 0.57486887 0.53934796 0.37643831 0.41983494] [ 0.47297913 0.42087566 0.33108399 0.61829443 0.45860581] [ 0.33465587 0.46787213 0.52001809 0.66319537 0.49789833] [ 0.42524816 0.40239048 0.44952054 0.72883995 0.31461135] [ 0.38568624 0.60790051 0.44069293 0.82975341 0.46060689] [ 0.60754374 0.44279978 0.4525819 0.39949201 0.28284376] [ 0.59002044 0.45988466 0.54125161 0.27431313 0.5002326 ] [ 0.32149486 0.47947707 0.70277657 0.72670796 0.53423576] [ 0.20029699 0.438704 0.47237731 0.72841894 0.51508243] [ 0.39192878 0.56234632 0.45139887 0.66358618 0.45120262] [ 0.44227702 0.5246573 0.47837819 0.73858901 0.4706273 ] [ 0.50743075 0.57255738 0.43779361 0.67042334 0.38137156] [ 0.55254431 0.67657215 0.4441564 0.68899671 0.4818517 ] [ 0.76921865 0.56042891 0.37520829 0.48016959 0.34784791] [ 0.71627961 0.44144549 0.45125974 0.4867665 0.36075153] [ 0.71932126 0.36806335 0.44507416 0.20171758 0.37728531] [ 0.50176978 0.42109813 0.58146169 0.6768436 0.30544598] [ 0.44124401 0.4857048 0.56950518 0.54367563 0.38205796] [ 0.55743373 0.40327713 0.50894109 0.65033287 0.38539445] [ 0.57896135 0.52514727 0.34720429 0.52452979 0.27790754] [ 0.65370261 0.55828981 0.51570204 0.47606812 0.45390564] [ 0.37172749 0.52705343 0.54704372 0.71592088 0.58806001] [ 0.54286979 0.69842591 0.32944314 0.70419213 0.49985377] [ 0.45205854 0.54142038 0.46084511 0.59881012 0.43252233] [ 0.50650449 0.52607679 0.54041638 0.59739892 0.52537183] [ 0.46529703 0.41995613 0.50512729 0.44919178 0.5145397 ] [ 0.83667491 0.40525176 0.50850318 0.25262192 0.34087212] [ 0.46863583 0.56085188 0.33615382 0.65249967 0.37106208] [ 0.61654187 0.517234 0.44187772 0.52043495 0.38705707] [ 0.74179874 0.44896499 0.7150973 0.19898004 0.47072455] [ 0.39466651 0.50967967 0.54333634 0.66094343 0.36951533] [ 0.75557986 0.4254145 0.55120313 0.24478446 0.44524243] [ 0.22302165 0.43490629 0.61269364 0.82397185 0.51422518] [ 0.45560633 0.49400727 0.45886741 0.74230713 0.4997276 ] [ 0.5581052 0.60890083 0.39646377 0.61713066 0.37801977] [ 0.76011312 0.41112505 0.56941108 0.23172476 0.4794753 ] [ 0.42536216 0.58410733 0.46309709 0.57529138 0.39122979] [ 0.75590095 0.30754314 0.55012121 0.29881739 0.41840729] Progress: 9.5% ... Training loss: 0.750 ... Validation loss: 1.278[ 0.48934907 0.52149267 0.37234133 0.57011234 0.33297237] [ 0.72144641 0.36781752 0.58718662 0.24460785 0.47183565] [ 0.58754829 0.38756541 0.55925641 0.4377629 0.40417531] [ 0.51189913 0.42711554 0.6016055 0.64061786 0.37537369] [ 0.6389064 0.50956046 0.47465213 0.50421468 0.43868636] [ 0.59241523 0.40611443 0.59011116 0.378074 0.48898939] [ 0.75283077 0.54205663 0.57630686 0.40571576 0.3956446 ] [ 0.76813964 0.41892696 0.57083756 0.14940379 0.49162221] [ 0.69834786 0.3326181 0.60876199 0.30736082 0.39186499] [ 0.29356305 0.54289572 0.42110249 0.51784565 0.5004535 ] [ 0.27016502 0.60612404 0.49321294 0.77397366 0.53413727] [ 0.54823841 0.72715216 0.35934917 0.81037305 0.48408625] [ 0.57169768 0.44589982 0.50264308 0.3543244 0.54531719] [ 0.45552006 0.60163689 0.44923676 0.59993162 0.58164234] [ 0.34976996 0.63126344 0.32335104 0.70324079 0.40163901] [ 0.25771151 0.5024793 0.5076814 0.7392311 0.41672031] [ 0.7624659 0.41468458 0.61800415 0.19288129 0.50603254] [ 0.39673744 0.51374998 0.27506306 0.79020507 0.47149598] [ 0.34282421 0.43654459 0.56184546 0.75013243 0.33641298] [ 0.6216731 0.43202903 0.55178335 0.30714056 0.45872155] [ 0.60065548 0.61967983 0.49563731 0.70244767 0.41522375] [ 0.52706956 0.5212105 0.46301498 0.55434638 0.57051206] [ 0.69616797 0.46683964 0.47565952 0.45648886 0.27220211] [ 0.63014287 0.38164183 0.36927062 0.35639623 0.41218526] [ 0.73938431 0.51504059 0.56481702 0.46560308 0.32679476] [ 0.63063345 0.69802342 0.47404001 0.62678115 0.39344865] [ 0.79201236 0.46610942 0.54989612 0.31430095 0.37962168] [ 0.58014566 0.40967548 0.61592633 0.24904486 0.54035871] [ 0.60381044 0.39540265 0.576852 0.43137185 0.45048119] [ 0.53571433 0.55427914 0.46367243 0.50894751 0.3349026 ] [ 0.45719989 0.45427887 0.50262257 0.52866764 0.50523633] [ 0.45552338 0.54213749 0.4296812 0.81175018 0.36702033] [ 0.44814711 0.49743771 0.47349746 0.73428747 0.35828962] [ 0.56081473 0.53308848 0.35024696 0.66171791 0.24050037] [ 0.62467047 0.52777952 0.32133604 0.44840343 0.39106153] [ 0.5410225 0.47136431 0.4857094 0.56842538 0.41207431] [ 0.6136085 0.42041839 0.58261897 0.33279278 0.48132591] [ 0.52504405 0.61383449 0.3764218 0.5951568 0.44883642] [ 0.49441439 0.49967852 0.539405 0.57765154 0.42977279] [ 0.54798235 0.52906712 0.39517603 0.50351222 0.43679067] [ 0.68131984 0.42121384 0.522422 0.33046258 0.4200273 ] [ 0.78422763 0.57150503 0.43439651 0.33584085 0.33746042] [ 0.52983468 0.50836322 0.62263978 0.72874057 0.36987783] [ 0.50615998 0.45760353 0.62611359 0.53205895 0.48152123] [ 0.324699 0.64848184 0.48223764 0.78256188 0.58631444] [ 0.67376577 0.50469707 0.55168415 0.44161368 0.49914197] [ 0.52996944 0.33915296 0.48381975 0.67771241 0.30789239] [ 0.73698901 0.44870629 0.56532425 0.25971935 0.52354028] [ 0.35063493 0.29381622 0.46785902 0.76099418 0.39316406] [ 0.691934 0.33526286 0.46573088 0.31030816 0.40153501] [ 0.63393439 0.50869039 0.57541615 0.47436525 0.37534971] [ 0.73308152 0.3352903 0.5945804 0.22547014 0.41027052] [ 0.54264342 0.49467745 0.4341492 0.61876642 0.4812819 ] [ 0.53472013 0.56837368 0.54203479 0.62224801 0.40710024] [ 0.73174821 0.24297701 0.40436711 0.2460998 0.37080483] [ 0.50823625 0.35731679 0.52345462 0.5017278 0.60490053] [ 0.48855913 0.62869882 0.45381016 0.61071225 0.45786816] [ 0.33844102 0.59839856 0.38923867 0.6577679 0.45614937] [ 0.83055861 0.42804096 0.51701222 0.16649585 0.38332346] [ 0.1957167 0.45461181 0.57954713 0.81925172 0.64426139] [ 0.51811313 0.34663311 0.46104809 0.48119008 0.37374598] [ 0.28112299 0.50642073 0.47727417 0.78853334 0.6267141 ] [ 0.70315869 0.35567223 0.46783566 0.28900625 0.44940267] [ 0.56081473 0.53308848 0.35024696 0.66171791 0.24050037] [ 0.2284498 0.51973653 0.53032266 0.74781341 0.45965538] [ 0.57017815 0.52390028 0.60251425 0.44182588 0.52660383] [ 0.2771974 0.43611035 0.52166052 0.71358865 0.46817214] [ 0.16064256 0.61681921 0.52483033 0.901892 0.6177043 ] [ 0.41065645 0.40448263 0.49111689 0.77350213 0.50631509] [ 0.73488397 0.48401489 0.59172137 0.31266405 0.4682281 ] [ 0.4602912 0.47754054 0.50002771 0.57959696 0.48664962] [ 0.41020852 0.38545278 0.65937269 0.63431483 0.33918333] [ 0.64404237 0.44317937 0.62222378 0.24944794 0.52839476] [ 0.71112851 0.42392895 0.61982688 0.30257796 0.46498579] [ 0.77750617 0.43950172 0.43275219 0.39650894 0.35430049] [ 0.63791884 0.33208024 0.61186447 0.4886626 0.56867319] [ 0.61258509 0.5640306 0.35584404 0.39711205 0.45883464] [ 0.43678731 0.4826795 0.49144815 0.45890591 0.41469071] [ 0.28112299 0.50642073 0.47727417 0.78853334 0.6267141 ] [ 0.60887421 0.63774601 0.41135092 0.49890715 0.49766919] [ 0.58841894 0.58710339 0.57906459 0.41297185 0.52152917] [ 0.28996963 0.48213542 0.51375393 0.8507328 0.48746781] [ 0.64814587 0.53035215 0.44113105 0.36903722 0.45662017] [ 0.59215581 0.52051673 0.41316322 0.45411402 0.47078088] [ 0.82658606 0.40260855 0.58172597 0.19155804 0.35752227] [ 0.23403649 0.52286467 0.40459558 0.72497686 0.50314661] [ 0.35405188 0.49012274 0.3663152 0.69179226 0.39508699] [ 0.74700741 0.42905227 0.59401979 0.31942967 0.47597463] [ 0.35166996 0.41491246 0.61300372 0.62266749 0.55550037] [ 0.64725955 0.43834374 0.58375853 0.44307161 0.4360527 ] [ 0.2239413 0.53861602 0.42940702 0.86848535 0.43488682] [ 0.43442448 0.37063093 0.57975472 0.47709837 0.43955542] [ 0.69472425 0.56913138 0.53416372 0.57561023 0.38339684] [ 0.4945084 0.58716818 0.32103201 0.60635964 0.39480207] [ 0.64745736 0.4745045 0.32978974 0.61219727 0.48565912] [ 0.68747422 0.43337405 0.39828905 0.36772465 0.38341152] [ 0.8349995 0.34608177 0.42153266 0.10991524 0.28658424] [ 0.43450984 0.49266385 0.36131804 0.60976792 0.43851403] [ 0.69938594 0.3808479 0.50728812 0.28176424 0.47019094] [ 0.56675118 0.43261473 0.50089572 0.52673002 0.3921744 ] [ 0.51739864 0.64767855 0.32318296 0.60262214 0.30640265] [ 0.56103673 0.51682964 0.38357317 0.57878813 0.53180339] [ 0.62741242 0.55298169 0.51491064 0.5072887 0.52835266] [ 0.81344152 0.39478374 0.57340886 0.23107662 0.43909962] [ 0.75369635 0.41761861 0.56134359 0.29292493 0.34688155] [ 0.63446499 0.56006881 0.49914649 0.40760797 0.53755012] [ 0.61303649 0.52505254 0.43044742 0.29891393 0.44248398] [ 0.35367085 0.47170826 0.56056412 0.53909437 0.47249745] [ 0.48951434 0.49984254 0.47211657 0.45606615 0.5611242 ] [ 0.6675444 0.5047687 0.60710597 0.38936755 0.46168584] [ 0.34548539 0.52876874 0.32146511 0.83425644 0.48722492] [ 0.67750615 0.46597952 0.40587719 0.53596345 0.33190876] [ 0.64257082 0.54757268 0.44753762 0.44181999 0.41799503] [ 0.64995892 0.48282708 0.56542755 0.41844055 0.43353489] [ 0.18715445 0.55160428 0.33519488 0.9435038 0.42936362] [ 0.33446343 0.38637 0.5985793 0.69834361 0.5098175 ] [ 0.4691684 0.39222286 0.574177 0.61905846 0.36458645] [ 0.33644409 0.5679047 0.41177449 0.60948958 0.47206155] [ 0.2402754 0.48232501 0.56987538 0.73352822 0.39705552] [ 0.74813103 0.50621251 0.49403158 0.31204691 0.48535541] [ 0.36623836 0.46414453 0.53153053 0.73440367 0.34209518] [ 0.40605607 0.39802915 0.51789733 0.78850481 0.45750086] [ 0.7029885 0.47487356 0.40427829 0.31246463 0.27222121] [ 0.69599167 0.39285076 0.57062152 0.27725279 0.4806831 ] [ 0.36902648 0.59117263 0.41998283 0.68500261 0.35207008] [ 0.42650457 0.45118572 0.52198673 0.72057989 0.36139594] [ 0.77639089 0.55063921 0.46617542 0.45658951 0.41234152] [ 0.78239566 0.45433943 0.53443568 0.28503905 0.3958295 ] Progress: 9.6% ... Training loss: 0.749 ... Validation loss: 1.283[ 0.45080199 0.49976137 0.6554982 0.63739107 0.55214682] [ 0.57033507 0.45211819 0.53709607 0.3572228 0.55340512] [ 0.3125005 0.64854222 0.58969506 0.75155537 0.42260524] [ 0.29778743 0.48126295 0.5331214 0.73978676 0.52994015] [ 0.56281264 0.41907993 0.58097362 0.51439896 0.43917094] [ 0.63854376 0.62808433 0.28495089 0.48293803 0.30358401] [ 0.432576 0.56900198 0.46328987 0.57609102 0.42667054] [ 0.66139192 0.37729054 0.33125661 0.39653225 0.3960713 ] [ 0.56705077 0.5731185 0.36327386 0.49060117 0.39365295] [ 0.58359148 0.55828582 0.56617093 0.47161083 0.44787896] [ 0.6963288 0.46675999 0.47568271 0.45636796 0.27218208] [ 0.63995656 0.42105524 0.4682334 0.38230723 0.36790705] [ 0.72195013 0.53841688 0.55252938 0.44439541 0.54787119] [ 0.4416397 0.42963854 0.62237027 0.64833586 0.32920573] [ 0.73315007 0.44193557 0.51739647 0.28522564 0.27808747] [ 0.59272261 0.43416808 0.57617911 0.36523252 0.51288153] [ 0.25347094 0.47287241 0.59114513 0.83084693 0.47265827] [ 0.58167593 0.43437726 0.54602311 0.47506891 0.54016919] [ 0.59072137 0.4732822 0.49306558 0.43499346 0.51319828] [ 0.68546121 0.53818993 0.38785843 0.52601454 0.33243662] [ 0.43635844 0.45394861 0.51636803 0.5369567 0.31356891] [ 0.7116843 0.43695022 0.34136261 0.30808654 0.30738451] [ 0.54060912 0.42883653 0.41129564 0.53844509 0.46650031] [ 0.31906814 0.57642611 0.45467227 0.72914781 0.33977779] [ 0.57639051 0.58357031 0.34631159 0.46312979 0.35184218] [ 0.25783064 0.50010331 0.57704524 0.76715454 0.3647172 ] [ 0.30845756 0.43891305 0.45116693 0.77325638 0.62315839] [ 0.29140296 0.42707468 0.54961901 0.82287329 0.52025968] [ 0.59332352 0.40826041 0.4329861 0.73099328 0.27703226] [ 0.13902901 0.5226139 0.55085765 0.90034765 0.51637949] [ 0.6153534 0.51313783 0.40697142 0.38124149 0.47727173] [ 0.68117307 0.5724685 0.62720806 0.51305954 0.35604856] [ 0.62818731 0.40620702 0.5085747 0.38080046 0.46527233] [ 0.17800731 0.46560141 0.46455904 0.85403244 0.49279276] [ 0.5197377 0.56975684 0.44702463 0.62256501 0.59678041] [ 0.62032139 0.54136058 0.33058212 0.35022276 0.34576612] [ 0.36719929 0.45785722 0.52346247 0.67481751 0.5646702 ] [ 0.40832282 0.51337317 0.34499528 0.64581328 0.52016396] [ 0.73421381 0.49900247 0.41949994 0.40210175 0.32698838] [ 0.46415433 0.50183553 0.45431923 0.64891323 0.37959151] [ 0.30251159 0.52378666 0.49169662 0.88236348 0.51296356] [ 0.2306307 0.57753614 0.51226714 0.8827574 0.60074374] [ 0.54113176 0.42582332 0.5413477 0.40464096 0.27631039] [ 0.67736507 0.49277598 0.52043528 0.4390875 0.41940331] [ 0.51377264 0.42453857 0.49446326 0.57113847 0.36278865] [ 0.7478617 0.50631296 0.50837838 0.21721079 0.40939327] [ 0.71759678 0.43572754 0.5031343 0.3766381 0.3997939 ] [ 0.42434025 0.55860788 0.55631488 0.60196586 0.45485179] [ 0.37656964 0.51682478 0.56988118 0.6055893 0.58329774] [ 0.46521904 0.53555278 0.67009378 0.42682814 0.49825966] [ 0.33391452 0.47831067 0.60746533 0.7849083 0.46273029] [ 0.61415156 0.52454631 0.43058633 0.29834378 0.44229017] [ 0.22432815 0.64070838 0.3897766 0.89503792 0.64918463] [ 0.38587749 0.43253547 0.54135799 0.53552354 0.51018075] [ 0.31701394 0.52321209 0.50541517 0.79115878 0.53052097] [ 0.61965339 0.51801955 0.45465499 0.5429363 0.36212869] [ 0.35824699 0.52214113 0.52992643 0.72866699 0.42698172] [ 0.74952762 0.49881788 0.54901174 0.32583117 0.45150724] [ 0.57287252 0.48329029 0.37410285 0.64485767 0.28961623] [ 0.1760789 0.53951446 0.39064654 0.8951765 0.61970196] [ 0.36121535 0.58478138 0.62970345 0.51774048 0.6169095 ] [ 0.260984 0.46675086 0.51041119 0.8062633 0.34463815] [ 0.77913574 0.5268877 0.55902304 0.3648758 0.42777632] [ 0.22733526 0.47272596 0.42873446 0.89705261 0.56665783] [ 0.52417415 0.47684575 0.38075736 0.46862752 0.37629416] [ 0.2807594 0.37161622 0.46557469 0.74858115 0.47698175] [ 0.14344286 0.42918682 0.61435348 0.89639067 0.65845005] [ 0.57436549 0.59092344 0.44457083 0.66497243 0.42758085] [ 0.41090607 0.48858308 0.40101431 0.46579887 0.42152698] [ 0.45035401 0.46938114 0.53594269 0.49788146 0.50343234] [ 0.55674064 0.46615025 0.51545135 0.5786594 0.44603349] [ 0.53471388 0.47947921 0.5379002 0.7639453 0.41119392] [ 0.68009669 0.4630785 0.45693353 0.27981753 0.37343912] [ 0.80200341 0.48268762 0.56488413 0.37092458 0.42535379] [ 0.29465877 0.55716492 0.36032469 0.79155164 0.36675368] [ 0.80459529 0.47517569 0.51226241 0.2177043 0.40651941] [ 0.65725986 0.35971436 0.54118092 0.3114641 0.44063888] [ 0.2385293 0.5022283 0.45833769 0.89569936 0.48180767] [ 0.752112 0.40142069 0.4273883 0.2810384 0.34946841] [ 0.2406765 0.44438546 0.48861796 0.89470415 0.55860453] [ 0.68065063 0.42092515 0.49413227 0.20857294 0.39924457] [ 0.37686139 0.3721693 0.62157198 0.72359329 0.50241361] [ 0.42334191 0.38797271 0.58575905 0.73835651 0.47536202] [ 0.17016305 0.51481706 0.49702021 0.92904123 0.58024667] [ 0.64511914 0.59168491 0.43883572 0.37290439 0.52006682] [ 0.67318817 0.33506409 0.4349858 0.39959298 0.39604315] [ 0.49364016 0.44256186 0.51447271 0.49138432 0.50154328] [ 0.63329979 0.52707258 0.51266341 0.57219395 0.47471119] [ 0.69809746 0.59005442 0.50081283 0.45087334 0.37895508] [ 0.39735111 0.48685403 0.56209729 0.56519813 0.5162675 ] [ 0.54330194 0.57107577 0.44778406 0.71002847 0.51308468] [ 0.31078058 0.45676984 0.48509425 0.8949713 0.53539151] [ 0.56772189 0.59383913 0.55355449 0.58616217 0.42451021] [ 0.73839976 0.42876549 0.51494989 0.30484199 0.47618364] [ 0.59179067 0.52007651 0.44296566 0.44636962 0.32950572] [ 0.1823844 0.56952324 0.45271311 0.7825756 0.50200377] [ 0.59364939 0.50287695 0.49778977 0.25721741 0.5243819 ] [ 0.45713641 0.56273195 0.42306703 0.63874594 0.36155345] [ 0.61258493 0.43397131 0.50019585 0.48026672 0.45907287] [ 0.55529226 0.51178057 0.4767168 0.39175286 0.53982829] [ 0.64863454 0.3527787 0.49722481 0.30045759 0.56157587] [ 0.20540932 0.62114295 0.51783768 0.90329659 0.52767133] [ 0.76711044 0.43523141 0.48396216 0.302636 0.31485345] [ 0.39628215 0.54544671 0.53170849 0.71000564 0.41424761] [ 0.40915974 0.47871307 0.41115961 0.66643435 0.51635028] [ 0.48549413 0.57305486 0.45159825 0.77740456 0.51617442] [ 0.49180768 0.34726366 0.51302659 0.56979871 0.33248388] [ 0.1982979 0.54779828 0.49020911 0.83639868 0.6444 ] [ 0.64195041 0.56781412 0.42234868 0.46351257 0.48084133] [ 0.11723388 0.472894 0.54093089 0.86492956 0.58773932] [ 0.65657015 0.46376476 0.46714192 0.45982181 0.31982704] [ 0.60641481 0.46794781 0.63677052 0.43068315 0.48558592] [ 0.68263488 0.479314 0.44286562 0.46550547 0.49399364] [ 0.7040058 0.40723728 0.53710594 0.26478727 0.36836752] [ 0.71184627 0.50712371 0.32053009 0.39719027 0.27141768] [ 0.49871578 0.62010114 0.46318608 0.53725868 0.51534134] [ 0.36147618 0.47784128 0.39945425 0.68575989 0.57772864] [ 0.69649035 0.42016917 0.5646475 0.32154343 0.44767728] [ 0.56188285 0.60863746 0.35685722 0.64507597 0.41337139] [ 0.36236138 0.55583369 0.48897275 0.6775983 0.46922495] [ 0.74295802 0.43971708 0.41119506 0.43708566 0.41059022] [ 0.68870326 0.31946516 0.62297288 0.26394704 0.425271 ] [ 0.24275603 0.63710083 0.47173128 0.82321962 0.58194862] [ 0.24870323 0.49360104 0.38171755 0.79044849 0.52987219] [ 0.73417035 0.52381287 0.55114893 0.27608923 0.47800866] [ 0.62353508 0.44975783 0.55561086 0.5048647 0.47607467] [ 0.5513244 0.49545948 0.55681075 0.34750749 0.55532369] [ 0.69332203 0.44166604 0.44422183 0.33674185 0.34415402] Progress: 9.6% ... Training loss: 0.748 ... Validation loss: 1.285[ 0.54611264 0.42730183 0.56380937 0.49099843 0.54826996] [ 0.42797856 0.45617034 0.49097332 0.51389741 0.43071806] [ 0.48920046 0.47531403 0.49617921 0.4848373 0.5136227 ] [ 0.38585515 0.54633227 0.34035806 0.51536087 0.40841167] [ 0.36573737 0.52352619 0.51539163 0.59004098 0.51756919] [ 0.54059044 0.48097798 0.52071347 0.39803995 0.40572302] [ 0.48927885 0.33995163 0.49569773 0.34475058 0.48733029] [ 0.39459428 0.3789572 0.47728736 0.63285401 0.60497281] [ 0.42354367 0.61016029 0.50813008 0.52235611 0.55557919] [ 0.68425756 0.38705652 0.56274957 0.253338 0.42896996] [ 0.83655378 0.52662021 0.50760548 0.3340402 0.36442703] [ 0.61908941 0.4357098 0.4204837 0.74439453 0.39620423] [ 0.72994647 0.47563409 0.52069823 0.17797765 0.41714926] [ 0.3675229 0.48415389 0.46024581 0.67449772 0.42281219] [ 0.3353917 0.50894448 0.60061491 0.63664695 0.64492713] [ 0.48921815 0.43978005 0.56935614 0.47254144 0.39469064] [ 0.54509913 0.55367269 0.39690926 0.58464755 0.51277816] [ 0.31009466 0.47190398 0.46391183 0.8394621 0.34859906] [ 0.42730572 0.47766638 0.52609942 0.69993847 0.38090629] [ 0.47969156 0.61863299 0.41412167 0.67777259 0.34031315] [ 0.36612758 0.46587483 0.49664725 0.51956611 0.40997809] [ 0.7643142 0.20838363 0.47863337 0.23989012 0.45156111] [ 0.4168322 0.52753011 0.28189971 0.72901939 0.48092421] [ 0.6710987 0.54081264 0.56747298 0.34375021 0.47750392] [ 0.64867695 0.39326573 0.44710795 0.42865239 0.44766183] [ 0.41780988 0.44309362 0.58382918 0.64906194 0.35191463] [ 0.71288251 0.506633 0.32065499 0.39646744 0.27128055] [ 0.32434325 0.58371185 0.38128926 0.7188005 0.45175177] [ 0.4478796 0.65258579 0.47795296 0.70653787 0.51059524] [ 0.62130901 0.54095863 0.33068964 0.34967514 0.34563273] [ 0.64741037 0.47975722 0.50649808 0.48307647 0.40015968] [ 0.38518552 0.35730949 0.5739629 0.70320809 0.46578801] [ 0.51645188 0.45625519 0.4343133 0.68854197 0.40669289] [ 0.58870108 0.592094 0.3416092 0.48582095 0.34209384] [ 0.79017926 0.61964772 0.4280898 0.45235418 0.30563202] [ 0.50408824 0.57424856 0.45602089 0.5335405 0.3874852 ] [ 0.46440502 0.57964419 0.54191285 0.61701297 0.56141021] [ 0.33262602 0.59996356 0.55401332 0.62391025 0.39213926] [ 0.66776276 0.54628966 0.44476482 0.489509 0.3347676 ] [ 0.2666196 0.59083817 0.35982752 0.87808363 0.54561363] [ 0.39028534 0.66259432 0.30565274 0.66203937 0.43657074] [ 0.3716047 0.55458793 0.51721923 0.68172617 0.42377291] [ 0.55868652 0.36817509 0.56524125 0.51670039 0.41254685] [ 0.3683307 0.59389701 0.40262011 0.75232631 0.51813612] [ 0.68975136 0.60631024 0.52614322 0.34658835 0.39642845] [ 0.55521931 0.5019393 0.56840796 0.28839947 0.43235921] [ 0.63877489 0.42735847 0.42690534 0.40644072 0.46174709] [ 0.71877737 0.37816965 0.56544911 0.38110613 0.37536248] [ 0.29678275 0.47624679 0.42369422 0.77263912 0.36565413] [ 0.24328081 0.48489759 0.50368856 0.77835282 0.47465581] [ 0.4164542 0.49588698 0.46731877 0.65644991 0.63698328] [ 0.65594728 0.40068438 0.39804779 0.22713343 0.42468784] [ 0.39949196 0.60973846 0.51266828 0.66463422 0.3664512 ] [ 0.46855747 0.42592398 0.42477453 0.82977236 0.41500384] [ 0.63407015 0.45943157 0.53778482 0.62859945 0.3817083 ] [ 0.54123974 0.3835171 0.44415787 0.53721503 0.32330658] [ 0.67627697 0.46013556 0.44674231 0.33983842 0.31495575] [ 0.77755326 0.38167264 0.50819128 0.41384107 0.37063722] [ 0.30847448 0.43758574 0.45550677 0.5364514 0.74443351] [ 0.72962364 0.47276572 0.50090506 0.37043358 0.5113174 ] [ 0.51175163 0.54916663 0.54094543 0.57988 0.57115324] [ 0.50611314 0.51098269 0.63403942 0.68539521 0.46449501] [ 0.74526968 0.35955603 0.57458275 0.22328205 0.42229028] [ 0.49923994 0.56456304 0.31436418 0.65532217 0.37695164] [ 0.13286531 0.55223108 0.54186644 0.8911365 0.65286693] [ 0.44523935 0.56327819 0.3323809 0.5446166 0.38673979] [ 0.35764841 0.52240993 0.52984907 0.72894787 0.42707287] [ 0.39610306 0.47917214 0.52084479 0.78578746 0.31126497] [ 0.38220551 0.6564153 0.47238401 0.74782926 0.45617388] [ 0.26748207 0.41286607 0.63615886 0.75601971 0.49114426] [ 0.53495284 0.44907166 0.5386565 0.44906968 0.5892682 ] [ 0.60265032 0.41992499 0.46488651 0.48563252 0.4722409 ] [ 0.35803035 0.58795941 0.49220233 0.76314561 0.58430248] [ 0.5087841 0.65767664 0.41891211 0.67737619 0.42867873] [ 0.55169697 0.43998533 0.57413467 0.45710406 0.55493714] [ 0.28124232 0.50707504 0.62054674 0.6100298 0.66855667] [ 0.1472513 0.4485784 0.34545092 0.94482307 0.51539981] [ 0.24661305 0.46179892 0.56932522 0.84546798 0.59849228] [ 0.48394963 0.55844734 0.5593724 0.59094814 0.36981816] [ 0.52282906 0.46921532 0.44297045 0.53232554 0.40257234] [ 0.47658302 0.41976609 0.57385422 0.51678271 0.40562217] [ 0.52661661 0.48879155 0.561339 0.43253857 0.4007084 ] [ 0.5282588 0.44073258 0.49734238 0.47492749 0.40958438] [ 0.48964518 0.54130097 0.35826136 0.81445805 0.43987786] [ 0.49712155 0.45415009 0.45186949 0.65121088 0.32533418] [ 0.67826065 0.51730182 0.32903583 0.5465935 0.31350932] [ 0.54905612 0.51395228 0.49823221 0.50029233 0.60286853] [ 0.54606684 0.36962995 0.56674413 0.35118694 0.39207549] [ 0.34712193 0.46710878 0.513297 0.55243494 0.49714678] [ 0.37519898 0.51516291 0.53935257 0.70814009 0.47001125] [ 0.23505927 0.53577067 0.49348299 0.8713902 0.54678593] [ 0.54993117 0.52977185 0.35970385 0.43816827 0.42776553] [ 0.5891847 0.65031743 0.39066455 0.64754222 0.4724138 ] [ 0.23476713 0.4961573 0.46879474 0.8148142 0.47776536] [ 0.19866185 0.4071244 0.44144379 0.81324178 0.5226572 ] [ 0.73443459 0.35796243 0.58853738 0.26405234 0.31270008] [ 0.68903895 0.57281916 0.50827418 0.55208615 0.39574168] [ 0.46054533 0.59745238 0.34979546 0.67627975 0.44008328] [ 0.44372391 0.47915346 0.59384615 0.667508 0.49340532] [ 0.45389164 0.549932 0.47031246 0.50297012 0.68516413] [ 0.6625101 0.3812121 0.5456671 0.27700248 0.43321022] [ 0.47212542 0.47050704 0.56692015 0.38897225 0.56987763] [ 0.67501323 0.60384941 0.54579539 0.57830237 0.41090158] [ 0.53523195 0.59374105 0.52714242 0.64008409 0.34529423] [ 0.47355597 0.49796044 0.49771463 0.58634938 0.56523111] [ 0.22420649 0.54788222 0.50693562 0.71741139 0.5143844 ] [ 0.14013514 0.60067648 0.54743547 0.92697849 0.60782216] [ 0.56704767 0.49024698 0.43804487 0.52073342 0.25254558] [ 0.54686935 0.45280363 0.50952072 0.47402508 0.52655638] [ 0.4447209 0.63088597 0.38776526 0.53610702 0.53049886] [ 0.60642905 0.41093971 0.53477239 0.43710298 0.52241256] [ 0.73671089 0.46381002 0.58453556 0.22685955 0.48654311] [ 0.58506628 0.65154545 0.37843732 0.74874943 0.52393519] [ 0.55289797 0.35568281 0.55933521 0.43645851 0.38341675] [ 0.71979934 0.22607493 0.48818341 0.23630593 0.42316053] [ 0.39534116 0.43959736 0.68151578 0.45547962 0.57350433] [ 0.76279207 0.53606003 0.47359073 0.35309466 0.34324503] [ 0.53561386 0.37621706 0.56954882 0.55702818 0.39580245] [ 0.68099412 0.55328272 0.44856199 0.48371627 0.36462741] [ 0.53327281 0.53321423 0.38004706 0.54080948 0.36694653] [ 0.54606684 0.36962995 0.56674413 0.35118694 0.39207549] [ 0.5685773 0.54651237 0.49028477 0.37811102 0.50332199] [ 0.65239661 0.54809333 0.47044166 0.54333449 0.45643128] [ 0.4843696 0.49294619 0.50778224 0.40952213 0.44332284] [ 0.41065852 0.45959459 0.40628859 0.50959469 0.50642114] [ 0.74236711 0.45723156 0.52809827 0.38453904 0.36110977] [ 0.46320747 0.46529396 0.51652228 0.38196308 0.46809868] [ 0.28832326 0.57575767 0.58740513 0.80077709 0.47138138] Progress: 9.7% ... Training loss: 0.748 ... Validation loss: 1.286[ 0.50887892 0.52298755 0.58567763 0.68557869 0.48946428] [ 0.77258025 0.48814815 0.54017972 0.23414765 0.3514211 ] [ 0.74297948 0.46268931 0.47149482 0.20398112 0.40050942] [ 0.61003423 0.56082086 0.36009077 0.53839269 0.32976866] [ 0.58438664 0.48546488 0.58927847 0.52718146 0.38643455] [ 0.53643766 0.39434216 0.54446494 0.4804351 0.5879053 ] [ 0.82316999 0.50437321 0.56744535 0.2853272 0.36060335] [ 0.50193011 0.38408355 0.68276517 0.55380376 0.48601535] [ 0.73393005 0.44478689 0.37466279 0.45489205 0.44449502] [ 0.69982258 0.61156797 0.44593088 0.53731187 0.4373069 ] [ 0.56775584 0.42491707 0.51052866 0.58555295 0.62087749] [ 0.66371702 0.438437 0.53123594 0.32232523 0.49554705] [ 0.28630153 0.60107436 0.49247971 0.80374242 0.44687008] [ 0.42356843 0.56760868 0.46105431 0.72626517 0.31396745] [ 0.28731097 0.58269996 0.4757251 0.92980229 0.51815144] [ 0.56483617 0.59391744 0.2771601 0.71878925 0.28954711] [ 0.24178764 0.55254392 0.56700917 0.8501403 0.60829492] [ 0.78738872 0.35440917 0.4990525 0.27791177 0.39888573] [ 0.46162394 0.54300756 0.44834238 0.46773389 0.35958667] [ 0.34528863 0.52488701 0.28740835 0.87446538 0.48031783] [ 0.58126291 0.42595011 0.35504225 0.3874181 0.42739009] [ 0.51267927 0.47743322 0.39380392 0.47470143 0.45596054] [ 0.39250069 0.47650508 0.49703777 0.64197512 0.51348493] [ 0.60351196 0.49273222 0.4623186 0.40794367 0.50415134] [ 0.31284146 0.63266849 0.32810528 0.81065401 0.53770735] [ 0.47604688 0.5118074 0.50813772 0.62301178 0.46546924] [ 0.63490414 0.54860599 0.58009619 0.4507713 0.51837292] [ 0.1793288 0.6101826 0.4230193 0.75978153 0.5888345 ] [ 0.84988343 0.46769811 0.39221072 0.26381361 0.32957206] [ 0.20010566 0.50776137 0.52997468 0.86058665 0.63904815] [ 0.70558614 0.4018411 0.59829876 0.36710776 0.49043158] [ 0.50305653 0.56442278 0.46919775 0.72943988 0.38088982] [ 0.55872051 0.46165575 0.40874023 0.48014965 0.62425519] [ 0.3673641 0.43635564 0.64145306 0.6724239 0.48671092] [ 0.39258222 0.2762531 0.53456179 0.6298192 0.44187032] [ 0.82442899 0.5344398 0.48489019 0.37712029 0.38627457] [ 0.51579474 0.41370318 0.42183204 0.49831559 0.48914457] [ 0.31033341 0.46332951 0.55931432 0.62777427 0.62812293] [ 0.80199078 0.32873391 0.57687467 0.22285103 0.34687429] [ 0.52780129 0.52830939 0.4614363 0.59420003 0.34956713] [ 0.71170813 0.55056229 0.39585572 0.31255305 0.2807925 ] [ 0.3246762 0.64030548 0.49407125 0.66278103 0.42695868] [ 0.59120477 0.46018188 0.57530387 0.47384845 0.52288234] [ 0.62064891 0.54972182 0.47561296 0.50577137 0.56835726] [ 0.69426777 0.56795753 0.39924233 0.45355612 0.35637461] [ 0.38690067 0.33130517 0.40735705 0.78427353 0.36351822] [ 0.20018843 0.49899205 0.45107765 0.81116138 0.41790854] [ 0.24001228 0.64629436 0.42579997 0.77623382 0.53989676] [ 0.44847515 0.50303356 0.55695443 0.74692595 0.43121066] [ 0.34709416 0.58253157 0.43290834 0.70500776 0.46020546] [ 0.55816206 0.47894419 0.51985249 0.7717272 0.42060625] [ 0.18873075 0.49875577 0.30293685 0.93959639 0.40241794] [ 0.50143881 0.48894506 0.55166336 0.54304712 0.55991225] [ 0.39241415 0.53269263 0.38954096 0.66866979 0.46062281] [ 0.33837395 0.45715421 0.51340023 0.71609289 0.33613653] [ 0.29219929 0.52884451 0.47674845 0.78456713 0.43775494] [ 0.5589318 0.60868862 0.3965286 0.61643834 0.37796597] [ 0.55412116 0.53817801 0.44193921 0.488651 0.32746402] [ 0.58412606 0.56743298 0.40038947 0.45238081 0.41746287] [ 0.71049032 0.36363519 0.51280339 0.27261721 0.38077484] [ 0.68746317 0.4182966 0.4276091 0.27272169 0.33631628] [ 0.53398287 0.38298204 0.43464605 0.57045046 0.51261177] [ 0.59637318 0.38829777 0.45700431 0.50494825 0.50674417] [ 0.57498961 0.37601994 0.60623053 0.38365877 0.52509808] [ 0.4010341 0.50473105 0.52562456 0.56445239 0.45992783] [ 0.74727701 0.5189292 0.43586889 0.59991075 0.38437288] [ 0.37137103 0.44750588 0.59315941 0.65226976 0.62420288] [ 0.65567388 0.46375176 0.48013105 0.39046707 0.48022144] [ 0.23952843 0.47248357 0.55713714 0.85953029 0.5184784 ] [ 0.45118659 0.5009896 0.46694004 0.6084998 0.51671394] [ 0.73264431 0.52430262 0.53861608 0.30010005 0.35626202] [ 0.75297514 0.47247831 0.49408166 0.35448332 0.36513159] [ 0.66485 0.44315599 0.59253671 0.31017179 0.52460432] [ 0.14206352 0.5215997 0.61124131 0.83091931 0.66925121] [ 0.3931082 0.59339578 0.45568231 0.62802651 0.41193004] [ 0.73993361 0.41489384 0.4964867 0.27338404 0.41905345] [ 0.26370651 0.55234748 0.54087011 0.77296877 0.53765974] [ 0.53803055 0.46489553 0.57042698 0.71110031 0.38010134] [ 0.75802703 0.43187903 0.54458026 0.25976453 0.43365766] [ 0.66137447 0.40081138 0.46533314 0.39633553 0.33152875] [ 0.7803975 0.32416616 0.53508095 0.25895063 0.4906571 ] [ 0.21716824 0.46605788 0.5319227 0.72874237 0.54008263] [ 0.38647396 0.42199126 0.35703614 0.78967878 0.31067513] [ 0.345146 0.46811404 0.3911029 0.82028918 0.34963594] [ 0.68483551 0.52207166 0.43636884 0.50464856 0.32153879] [ 0.2210076 0.39477216 0.38292558 0.78554958 0.47960822] [ 0.84153943 0.44552766 0.64700538 0.19632235 0.39749242] [ 0.61175375 0.52596883 0.26197086 0.48445989 0.37969861] [ 0.36729666 0.49448846 0.56623834 0.48556339 0.52890213] [ 0.68427527 0.49526115 0.47585303 0.52422012 0.5361936 ] [ 0.19745678 0.47663679 0.50447167 0.75422931 0.42337269] [ 0.420954 0.49471695 0.53935204 0.74991464 0.45798725] [ 0.44996971 0.39816468 0.45473001 0.53041082 0.35334687] [ 0.32420082 0.41537963 0.4884187 0.60799975 0.50954628] [ 0.47206359 0.49650014 0.48895099 0.73499924 0.39047139] [ 0.67905294 0.36947894 0.56874076 0.22195944 0.55878601] [ 0.65367788 0.40274669 0.47039408 0.31983907 0.33709905] [ 0.31925576 0.41578324 0.63576431 0.70974499 0.32103533] [ 0.55154464 0.45260976 0.46785481 0.61181383 0.53143709] [ 0.62056506 0.47574837 0.52646541 0.45332816 0.34643561] [ 0.62187197 0.54007873 0.31182583 0.64619462 0.32373595] [ 0.44632596 0.48944161 0.36013688 0.67319285 0.49914323] [ 0.28738872 0.58241184 0.42309294 0.73963142 0.56253667] [ 0.36170266 0.64985754 0.38049022 0.80105574 0.49469505] [ 0.58607382 0.48600624 0.57684808 0.62213883 0.33986477] [ 0.50456899 0.37067842 0.49386996 0.59920587 0.28528976] [ 0.42356544 0.48886418 0.47366325 0.62878217 0.35638288] [ 0.53368076 0.43678226 0.6134891 0.67279984 0.42702204] [ 0.38076135 0.49975502 0.53728254 0.84243931 0.51793865] [ 0.4941309 0.42600836 0.59234446 0.46300053 0.5458809 ] [ 0.43249511 0.41114642 0.44265533 0.70403186 0.54817593] [ 0.73648614 0.54916001 0.42206271 0.42485415 0.40688082] [ 0.66296212 0.4514073 0.42285722 0.43666523 0.33685461] [ 0.54044115 0.68267948 0.40377475 0.70109085 0.49823514] [ 0.83602546 0.40676275 0.67700933 0.22964748 0.42124616] [ 0.58115353 0.40021279 0.53452893 0.3846035 0.43562987] [ 0.68974023 0.49507496 0.57627932 0.44283395 0.39404514] [ 0.61457599 0.37158078 0.30787443 0.39211203 0.41199679] [ 0.61593188 0.44999886 0.51388628 0.36857467 0.41780932] [ 0.67380762 0.34912632 0.605364 0.33512158 0.46174072] [ 0.43072976 0.41398594 0.54974509 0.66077039 0.5798255 ] [ 0.21792894 0.49054806 0.54392378 0.76889313 0.36231834] [ 0.28501288 0.50929288 0.53371877 0.82722131 0.43394093] [ 0.38712188 0.48330251 0.5135308 0.79853272 0.42856429] [ 0.58620409 0.40945832 0.5800999 0.34065312 0.53718693] [ 0.63287249 0.5431624 0.42748215 0.68224572 0.32124709] [ 0.55840345 0.37549738 0.62346949 0.52807498 0.3116635 ] [ 0.33555936 0.55326972 0.45778718 0.7292817 0.57064086] Progress: 9.7% ... Training loss: 0.747 ... Validation loss: 1.286[ 0.2952813 0.53852011 0.61203549 0.75102831 0.59330575] [ 0.58147789 0.39304433 0.49891258 0.26617873 0.54957791] [ 0.41488152 0.52292498 0.43397913 0.69194455 0.51984314] [ 0.76905759 0.43987796 0.52518417 0.33879378 0.46364267] [ 0.28692394 0.58296598 0.47564293 0.92983435 0.51826813] [ 0.73291124 0.46089088 0.43590571 0.31937812 0.40439355] [ 0.57053579 0.53765469 0.41898955 0.40256455 0.36194489] [ 0.46739471 0.42000376 0.52888093 0.554489 0.37113055] [ 0.5539068 0.43117073 0.60415459 0.3794863 0.47466271] [ 0.59873455 0.43623432 0.37174367 0.421832 0.46182984] [ 0.555724 0.5647482 0.45614777 0.60221988 0.57341996] [ 0.30902845 0.47176474 0.44831749 0.69199732 0.41540886] [ 0.2557147 0.46395699 0.60663883 0.7226186 0.63234207] [ 0.48184634 0.38364016 0.56097422 0.48751321 0.50904479] [ 0.54835629 0.42729637 0.36040119 0.67852561 0.38168544] [ 0.21846812 0.5812693 0.47848291 0.74192507 0.51557232] [ 0.24678077 0.45132829 0.39123656 0.72090657 0.43838844] [ 0.3687229 0.63036613 0.40036138 0.77636004 0.50283527] [ 0.35200261 0.62324603 0.5212558 0.74928006 0.4697497 ] [ 0.21241639 0.55129007 0.50246291 0.85308009 0.463514 ] [ 0.44820583 0.57966418 0.53562158 0.60697898 0.52036435] [ 0.17218528 0.4015978 0.64254217 0.84459801 0.66212003] [ 0.24911213 0.51190715 0.44103495 0.8591468 0.47866524] [ 0.57080239 0.42263161 0.59242462 0.41201172 0.49131634] [ 0.43446955 0.50597034 0.44331165 0.61847504 0.54654432] [ 0.72387461 0.45559875 0.57930348 0.37645207 0.37535894] [ 0.19948487 0.54579158 0.52800111 0.86336208 0.52841056] [ 0.68270295 0.67157597 0.48129973 0.42679747 0.49126164] [ 0.6145015 0.37161076 0.30786904 0.39214526 0.41200781] [ 0.38108329 0.51210365 0.40414678 0.74516008 0.33585188] [ 0.52620197 0.51600578 0.47494948 0.54969818 0.45655771] [ 0.2759876 0.51357241 0.47249506 0.81159083 0.34869211] [ 0.20845219 0.56566727 0.35425198 0.62596441 0.51680155] [ 0.83338129 0.33135611 0.51844957 0.20269045 0.33896727] [ 0.19966896 0.40937357 0.51418415 0.81597268 0.48027495] [ 0.77655616 0.54297831 0.41030612 0.4655014 0.41721854] [ 0.72347788 0.44620731 0.52498974 0.3630117 0.41262227] [ 0.60365286 0.43941531 0.49045584 0.47562607 0.2751635 ] [ 0.49864748 0.45667566 0.54644462 0.71166998 0.37928181] [ 0.62804164 0.4709435 0.45454682 0.46924689 0.38821016] [ 0.3197052 0.46850696 0.57543644 0.73317004 0.53305761] [ 0.51382067 0.53813666 0.47435266 0.47609848 0.46829893] [ 0.22368095 0.464735 0.53852565 0.86718718 0.53044927] [ 0.31913195 0.38164908 0.53154143 0.76640801 0.39047877] [ 0.73161411 0.4611596 0.45228739 0.34189663 0.41703662] [ 0.81500424 0.42582707 0.54259019 0.14080339 0.42655271] [ 0.78649744 0.53615387 0.5748516 0.48323137 0.39266521] [ 0.44707278 0.51115849 0.38754015 0.68501672 0.46891534] [ 0.69829808 0.45297675 0.4475509 0.55768108 0.54430677] [ 0.4571527 0.47756178 0.5936853 0.69817929 0.45642906] [ 0.32948457 0.50835409 0.52549592 0.76769919 0.41481405] [ 0.6498625 0.33388185 0.56455647 0.21792776 0.39889515] [ 0.55702194 0.43556538 0.5560776 0.47074713 0.56058599] [ 0.46417863 0.54279103 0.58460466 0.47874062 0.52316358] [ 0.85190275 0.45566176 0.35411832 0.31411226 0.25103206] [ 0.50601611 0.62807676 0.39154068 0.75124397 0.47300559] [ 0.37387251 0.56439496 0.44901692 0.60029554 0.4400917 ] [ 0.5391367 0.47249913 0.37210634 0.52575885 0.34328066] [ 0.4608826 0.56875612 0.5137049 0.5220072 0.6402963 ] [ 0.27568913 0.52277948 0.47328652 0.76450879 0.4344089 ] [ 0.16527243 0.50628724 0.42928275 0.77451212 0.48827943] [ 0.5991182 0.5048199 0.52293626 0.57228796 0.41158118] [ 0.34120822 0.63338211 0.41192797 0.71064136 0.45620191] [ 0.63793315 0.39364895 0.51094351 0.32415542 0.55177637] [ 0.71046329 0.49774394 0.44178395 0.24037492 0.35203315] [ 0.70288369 0.35574571 0.45354195 0.24339257 0.37341192] [ 0.3208942 0.41163142 0.51810595 0.71040097 0.41033336] [ 0.58307306 0.48120725 0.51165652 0.39945374 0.41783519] [ 0.75802888 0.30646994 0.55047364 0.29758454 0.41791407] [ 0.65993761 0.56720438 0.46599552 0.57706618 0.40125494] [ 0.58257332 0.45376767 0.55048455 0.44501622 0.53715248] [ 0.51516627 0.57250378 0.51269279 0.60821365 0.32856132] [ 0.57514088 0.38130898 0.40956204 0.54170369 0.44481275] [ 0.6388798 0.50648901 0.60097987 0.46769909 0.49419847] [ 0.28345544 0.5407904 0.538788 0.85053161 0.54213169] [ 0.60474303 0.56781314 0.40386537 0.6098765 0.39238035] [ 0.72747967 0.38050036 0.48465741 0.29828884 0.35350841] [ 0.17246653 0.45996528 0.48541624 0.82297093 0.53603958] [ 0.48820001 0.55764852 0.36948676 0.63533418 0.44239253] [ 0.41301073 0.47282153 0.40569704 0.49622704 0.51708733] [ 0.73737716 0.48458154 0.57204779 0.34640495 0.47260158] [ 0.63272612 0.43862167 0.55250356 0.37665485 0.32710733] [ 0.74464922 0.47360901 0.50888507 0.34969658 0.44058953] [ 0.292326 0.5243121 0.5494709 0.69193585 0.45386014] [ 0.48235254 0.40531739 0.59576925 0.57818386 0.36239521] [ 0.2321915 0.50859601 0.43823804 0.89781771 0.59458013] [ 0.33233548 0.46911336 0.51967247 0.66441648 0.49837334] [ 0.46744035 0.50540326 0.56769897 0.49434066 0.39230143] [ 0.77898116 0.46848709 0.63828368 0.36141805 0.40826192] [ 0.2012539 0.46355047 0.485502 0.74506927 0.52225495] [ 0.48807795 0.34038979 0.49555195 0.34534378 0.48751546] [ 0.50213062 0.36700935 0.61778196 0.51080473 0.38896793] [ 0.45150666 0.37575646 0.3843136 0.60378991 0.38813952] [ 0.79097302 0.30623441 0.46946565 0.28401465 0.3510747 ] [ 0.30836244 0.51056772 0.4862053 0.77019099 0.51500358] [ 0.70893721 0.34545406 0.55751032 0.19546865 0.46159404] [ 0.75043266 0.3437123 0.6772858 0.2442661 0.45928561] [ 0.3122653 0.45501991 0.63873981 0.79421208 0.45697532] [ 0.68061036 0.33807577 0.41228592 0.35273883 0.41219255] [ 0.61617014 0.57010662 0.40486596 0.62481772 0.50513214] [ 0.51006691 0.43614682 0.65495109 0.60043196 0.47559131] [ 0.69450429 0.40826736 0.54642281 0.28328128 0.54462108] [ 0.41355038 0.56320927 0.32620905 0.65986611 0.37883021] [ 0.42027618 0.60492283 0.39940779 0.54646461 0.43893299] [ 0.74464451 0.41644245 0.41001558 0.33307897 0.36584479] [ 0.65269039 0.50620008 0.47833164 0.25635363 0.52694251] [ 0.61512545 0.33931131 0.55060712 0.23241062 0.49727656] [ 0.73161411 0.4611596 0.45228739 0.34189663 0.41703662] [ 0.43837355 0.49378139 0.51242654 0.80442926 0.40500252] [ 0.49165036 0.59660145 0.38264289 0.73650667 0.39313143] [ 0.70609093 0.29486271 0.4976766 0.32904412 0.50461862] [ 0.31322954 0.53584081 0.36258301 0.79079777 0.39957886] [ 0.45623363 0.40972608 0.52357237 0.53083231 0.5764752 ] [ 0.75851116 0.431609 0.54466125 0.2594794 0.43355683] [ 0.48503682 0.48146756 0.36366691 0.66735946 0.41867234] [ 0.82804563 0.48203893 0.55482837 0.15905779 0.44858919] [ 0.59405001 0.58527544 0.53578693 0.31590622 0.58460319] [ 0.59243893 0.40607376 0.59012575 0.37805317 0.48896702] [ 0.52019757 0.45789848 0.59753317 0.43367852 0.40154183] [ 0.82163928 0.34235579 0.57287396 0.26724068 0.36547487] [ 0.25884929 0.46256582 0.53976871 0.67491999 0.4427858 ] [ 0.52201001 0.51371523 0.58220425 0.69260393 0.40952406] [ 0.52898703 0.40119208 0.6108773 0.46108643 0.41562379] [ 0.50127093 0.53222679 0.40400041 0.70574453 0.37229906] [ 0.11343258 0.5095081 0.42825161 0.90157616 0.50931914] [ 0.50213062 0.36700935 0.61778196 0.51080473 0.38896793] [ 0.49659806 0.50776152 0.51757436 0.59105466 0.33372066] [ 0.41335 0.54695741 0.55832319 0.70272572 0.50933881] Progress: 9.8% ... Training loss: 0.747 ... Validation loss: 1.288[ 0.42287664 0.42387093 0.55067804 0.73646055 0.45324253] [ 0.23631381 0.53739459 0.39141524 0.7609153 0.53695896] [ 0.31580076 0.48819483 0.55328971 0.6830996 0.39329706] [ 0.46292789 0.54436468 0.37960159 0.64698301 0.47143975] [ 0.26585357 0.58223223 0.40240465 0.66366098 0.55970417] [ 0.36800542 0.59837929 0.46290845 0.77692397 0.48724612] [ 0.70901868 0.44266947 0.31314516 0.34392026 0.33622308] [ 0.47182225 0.44904215 0.45318931 0.49730043 0.47198528] [ 0.44622767 0.52646946 0.52382418 0.47825689 0.57868396] [ 0.34744791 0.41884949 0.48704599 0.71546408 0.39859322] [ 0.52321613 0.70662544 0.51267336 0.70222112 0.55560078] [ 0.54197275 0.59134384 0.52740517 0.5646489 0.35034709] [ 0.67583737 0.43158112 0.53046381 0.451134 0.35717852] [ 0.75849892 0.48356045 0.4064103 0.35524674 0.34342933] [ 0.52609662 0.44270593 0.54723616 0.37962874 0.54644897] [ 0.77337168 0.46339946 0.44684687 0.19373658 0.23312949] [ 0.2752989 0.59274018 0.43517862 0.82280341 0.55317584] [ 0.44070317 0.35038518 0.5887066 0.63491361 0.55952702] [ 0.52094597 0.42707743 0.43848934 0.65266152 0.30652942] [ 0.33103079 0.44951636 0.48887346 0.75016723 0.43745286] [ 0.49018648 0.58466515 0.41421753 0.67411818 0.33485643] [ 0.75230469 0.43238474 0.62977711 0.3639078 0.43142544] [ 0.39850796 0.50968323 0.40065421 0.79060107 0.35294261] [ 0.34193578 0.55277886 0.32150883 0.59691112 0.41208805] [ 0.37318166 0.59068288 0.46450408 0.65085768 0.41635226] [ 0.24552046 0.6039746 0.40776745 0.74428113 0.48398646] [ 0.65351861 0.53563582 0.58989539 0.25523009 0.44276068] [ 0.45749661 0.60432067 0.35619347 0.74253449 0.42640216] [ 0.3716223 0.45582313 0.43226013 0.77908758 0.51511177] [ 0.60932766 0.3480321 0.59318492 0.38198033 0.58287219] [ 0.56293753 0.51651095 0.47446104 0.75018481 0.49711374] [ 0.48596307 0.44826213 0.50224264 0.67145131 0.35544958] [ 0.17899037 0.59754568 0.56014485 0.90421618 0.47317315] [ 0.36358623 0.477827 0.5885966 0.70184397 0.36824136] [ 0.55398412 0.38201679 0.38446829 0.61587083 0.27485791] [ 0.57140894 0.40869692 0.56030959 0.5778403 0.3827785 ] [ 0.2609772 0.59371129 0.36049282 0.7395772 0.58857809] [ 0.22831927 0.64752684 0.41090663 0.78300475 0.53439256] [ 0.66988256 0.53286823 0.5487573 0.42533632 0.42935651] [ 0.73966209 0.45507369 0.47329865 0.43953406 0.44925042] [ 0.54470847 0.51236915 0.42799472 0.44317017 0.39042172] [ 0.73263003 0.4101951 0.42550534 0.3561788 0.36283824] [ 0.45911679 0.50641112 0.53928649 0.58986021 0.39895944] [ 0.65478106 0.30054048 0.45723979 0.41833567 0.43854363] [ 0.14624493 0.52852297 0.48840775 0.89698418 0.50930511] [ 0.16566782 0.49729874 0.42561958 0.89805339 0.5182124 ] [ 0.65219288 0.48404045 0.4525387 0.43182511 0.29460537] [ 0.59758493 0.52510584 0.51724656 0.4016767 0.48633114] [ 0.60893948 0.49288352 0.5225247 0.38583073 0.4833883 ] [ 0.62010734 0.37785592 0.42481168 0.39976127 0.43432771] [ 0.19185417 0.44125404 0.53513023 0.80004627 0.43538612] [ 0.32841455 0.5798868 0.48976176 0.8615795 0.37017141] [ 0.43238684 0.52140177 0.4889553 0.47109996 0.58232335] [ 0.39209722 0.66466396 0.417651 0.78471274 0.54512167] [ 0.65814901 0.34602463 0.41252534 0.46507074 0.47030907] [ 0.42738385 0.58932236 0.41821797 0.65940667 0.46005641] [ 0.54223345 0.53481938 0.50081935 0.48444992 0.3403404 ] [ 0.54249655 0.54212099 0.55776436 0.56298619 0.32912925] [ 0.74116571 0.32433051 0.47634179 0.30587737 0.34326589] [ 0.57614935 0.48681946 0.45118985 0.56394361 0.31466836] [ 0.57085756 0.48715218 0.46882347 0.46120597 0.39159637] [ 0.60778863 0.42739754 0.60273228 0.30599237 0.49121263] [ 0.40719754 0.50390968 0.56297011 0.79440177 0.4434192 ] [ 0.39485153 0.50120839 0.51342463 0.71483679 0.57250328] [ 0.65306558 0.55855598 0.51562375 0.47643343 0.45399552] [ 0.82337738 0.49488777 0.56808314 0.24240514 0.40089631] [ 0.626888 0.45380848 0.54762307 0.49907199 0.44645106] [ 0.66913712 0.5172565 0.53537966 0.44554803 0.42212987] [ 0.18040432 0.48422625 0.55600297 0.87633111 0.66834553] [ 0.36990714 0.47540891 0.57282804 0.738399 0.41642216] [ 0.27285331 0.42324361 0.53693463 0.81202374 0.51992964] [ 0.53038401 0.55041904 0.4591766 0.68574903 0.51088394] [ 0.61503492 0.615937 0.47358742 0.5116701 0.39682675] [ 0.72360425 0.46494329 0.58269231 0.26437628 0.51719501] [ 0.28879481 0.48300567 0.51351242 0.85109616 0.48780544] [ 0.68800971 0.48260455 0.3553498 0.44108893 0.34050362] [ 0.32843336 0.49854254 0.31208735 0.86317125 0.39492209] [ 0.64928968 0.48426244 0.51230167 0.19415948 0.51900027] [ 0.3376847 0.40482244 0.53706804 0.47522439 0.62216387] [ 0.36491894 0.47828436 0.37233272 0.71134057 0.41687145] [ 0.53210922 0.60704602 0.45468154 0.55937885 0.55951016] [ 0.10150039 0.61289296 0.39141012 0.91337958 0.51014203] [ 0.30805718 0.44827275 0.49377767 0.77825498 0.39061857] [ 0.69259516 0.48376569 0.5214483 0.23175824 0.48934685] [ 0.86584906 0.32670276 0.50574381 0.18712791 0.37191299] [ 0.35900586 0.56075104 0.51311324 0.69631687 0.31300068] [ 0.40452566 0.44653635 0.45251999 0.73562934 0.41658973] [ 0.74315076 0.56001605 0.38482223 0.4116919 0.31153189] [ 0.53547458 0.51381494 0.5020707 0.48836387 0.36254413] [ 0.27731307 0.69894903 0.33411744 0.82619987 0.47057586] [ 0.51500532 0.42667109 0.4109127 0.50896664 0.3289778 ] [ 0.19298185 0.40548036 0.39218092 0.87603234 0.54184614] [ 0.68148336 0.43760295 0.4297044 0.39457464 0.40769331] [ 0.55960721 0.43257279 0.36017845 0.54672735 0.49566196] [ 0.67530965 0.33838754 0.57262708 0.36465977 0.51519409] [ 0.80327406 0.32795381 0.57712902 0.22209464 0.3465599 ] [ 0.44813505 0.45877661 0.50555418 0.79412629 0.43826875] [ 0.3604439 0.51915293 0.477124 0.73007726 0.44680464] [ 0.51061567 0.4841391 0.58462474 0.39170675 0.42474432] [ 0.31195482 0.45519247 0.63869064 0.79436553 0.45703555] [ 0.80178998 0.32489132 0.53061588 0.1573377 0.45394745] [ 0.52771884 0.63243503 0.60488753 0.58945012 0.43657429] [ 0.62659304 0.35472472 0.38359831 0.35954899 0.34530513] [ 0.86082636 0.43502515 0.58275835 0.17953295 0.3277407 ] [ 0.48159363 0.35335556 0.60553544 0.56342025 0.36980716] [ 0.72002017 0.35975176 0.54809064 0.29939689 0.54244595] [ 0.24259539 0.48544574 0.50352976 0.77868592 0.4748673 ] [ 0.32155187 0.48317452 0.59084587 0.8075749 0.63951932] [ 0.64341621 0.50972722 0.45155007 0.41904181 0.44958252] [ 0.51444885 0.42759694 0.67629299 0.57565135 0.45150201] [ 0.38667133 0.33149108 0.40730142 0.78434204 0.36358781] [ 0.57102288 0.4978827 0.48528314 0.50648772 0.43727871] [ 0.26987546 0.4954491 0.54101056 0.67829398 0.5186159 ] [ 0.60310622 0.41977175 0.46493314 0.48529516 0.47218868] [ 0.39814461 0.52356149 0.3730467 0.58722728 0.43132056] [ 0.22158247 0.41769277 0.58122255 0.64073105 0.55362826] [ 0.28926809 0.55714706 0.52953416 0.84430821 0.41174207] [ 0.4727758 0.46377337 0.4828912 0.6958907 0.31323664] [ 0.40103043 0.58376194 0.37346134 0.51836306 0.46444754] [ 0.51214019 0.60602465 0.37043705 0.76232842 0.42359666] [ 0.579253 0.56841409 0.33316663 0.51770194 0.35781322] [ 0.53008866 0.50751754 0.52761544 0.44300568 0.41331538] [ 0.67826035 0.40696589 0.51227105 0.36143655 0.41164065] [ 0.62618186 0.41575893 0.62524177 0.30877056 0.61858345] [ 0.42776131 0.40300014 0.62911183 0.48596827 0.41171987] [ 0.22021559 0.53524271 0.53202456 0.82470382 0.4960833 ] [ 0.71668903 0.3832906 0.45645431 0.25725234 0.46925181] [ 0.50902134 0.52297473 0.58567745 0.68546825 0.48945629] Progress: 9.8% ... Training loss: 0.745 ... Validation loss: 1.283[ 0.27937467 0.39175351 0.52548343 0.75499768 0.56206479] [ 0.48975877 0.61428618 0.53172273 0.71552776 0.4716392 ] [ 0.72937939 0.27910292 0.44014665 0.37808073 0.33990299] [ 0.44924633 0.47307343 0.46668757 0.67064279 0.3511585 ] [ 0.46953922 0.45547471 0.59638083 0.70439177 0.33005946] [ 0.38467648 0.49525574 0.44912433 0.83089537 0.3672951 ] [ 0.27934933 0.58033725 0.5571419 0.75845886 0.49325726] [ 0.66557828 0.4466309 0.44418455 0.38888589 0.53269206] [ 0.61368557 0.50310717 0.5301185 0.46528525 0.35948959] [ 0.28602701 0.54380438 0.59721665 0.78585808 0.5692268 ] [ 0.7471669 0.47568614 0.52441615 0.43158485 0.47421358] [ 0.51624231 0.36221258 0.51491333 0.67488438 0.33728963] [ 0.82994044 0.40011337 0.58245012 0.18957327 0.35660861] [ 0.71487976 0.55325157 0.47392618 0.40205701 0.43994645] [ 0.62878043 0.25866394 0.55382553 0.3359666 0.47016031] [ 0.56399966 0.45438512 0.66169304 0.66333611 0.37127432] [ 0.39722831 0.61988439 0.57381177 0.6901357 0.41927722] [ 0.44995277 0.39823459 0.45470568 0.53050202 0.35336385] [ 0.68219593 0.50324724 0.49668321 0.52756508 0.5359726 ] [ 0.72144837 0.38935922 0.39392546 0.28516347 0.33708722] [ 0.37348316 0.4632776 0.53290948 0.47310456 0.4915127 ] [ 0.32909564 0.51254073 0.43390257 0.77870774 0.40341803] [ 0.38703429 0.40827972 0.47125896 0.71072572 0.67291628] [ 0.2051675 0.43584155 0.41323867 0.86143692 0.52004063] [ 0.50139722 0.53690824 0.30172383 0.65387076 0.45738171] [ 0.51592496 0.51405846 0.59907231 0.39599843 0.45043407] [ 0.67152769 0.54533403 0.50912586 0.32805719 0.45984466] [ 0.74026201 0.47155996 0.52026928 0.31533586 0.44482598] [ 0.4179083 0.51636696 0.36463552 0.61888083 0.44122531] [ 0.19287234 0.46653943 0.50153793 0.86307465 0.60091176] [ 0.51352373 0.42478613 0.49438547 0.57129284 0.36285742] [ 0.40675414 0.57602449 0.45952356 0.87083494 0.51000764] [ 0.23166924 0.49404517 0.54197791 0.88059497 0.52527993] [ 0.59685811 0.52752011 0.52918475 0.48966043 0.46402851] [ 0.4519049 0.34209179 0.75071525 0.56640355 0.43440011] [ 0.51336605 0.46628412 0.57613883 0.68716921 0.38606564] [ 0.45563002 0.55312506 0.40131613 0.62686717 0.51273214] [ 0.73648574 0.45685655 0.28851724 0.40995821 0.38218486] [ 0.53265403 0.57125067 0.49540068 0.61575594 0.33160037] [ 0.57960976 0.50184156 0.49437073 0.42452719 0.47864636] [ 0.57920238 0.51427555 0.51679635 0.50767281 0.41880276] [ 0.58078381 0.58749619 0.4427383 0.51919695 0.40493098] [ 0.58494283 0.55910912 0.54997902 0.30794992 0.50048617] [ 0.53322973 0.54530935 0.49209604 0.48748292 0.42851869] [ 0.77778093 0.52288315 0.47313948 0.40750482 0.32773663] [ 0.62901618 0.54898158 0.34983233 0.62173039 0.35849866] [ 0.60169299 0.41792503 0.52875219 0.30306189 0.51961112] [ 0.43829414 0.47178004 0.5402211 0.65421624 0.33849865] [ 0.64314735 0.43095166 0.44766654 0.42911893 0.50194047] [ 0.67901346 0.45931055 0.58289202 0.31348014 0.50216334] [ 0.56954023 0.57231536 0.36350622 0.48888047 0.39339051] [ 0.5236422 0.33825742 0.54829421 0.44535177 0.37583938] [ 0.1727334 0.37424306 0.52842476 0.79429721 0.59582989] [ 0.18049129 0.52743312 0.470826 0.88884573 0.5301726 ] [ 0.63673529 0.60800657 0.25804896 0.49845343 0.33154973] [ 0.16044346 0.56349949 0.46960146 0.91006861 0.40960383] [ 0.68693279 0.65259881 0.37617655 0.57661888 0.39361359] [ 0.73394424 0.44789038 0.44613756 0.30315647 0.29927882] [ 0.47944657 0.5104327 0.54029374 0.52508162 0.53840938] [ 0.3733154 0.5620063 0.31120925 0.65174992 0.47063992] [ 0.43462428 0.62997982 0.33583669 0.71576067 0.48444399] [ 0.47529223 0.400437 0.57461964 0.484873 0.41000588] [ 0.36049409 0.63479164 0.36100411 0.81126678 0.46350902] [ 0.24760663 0.54513293 0.38667431 0.64905127 0.58933902] [ 0.38306053 0.6114605 0.47066585 0.66339527 0.39818802] [ 0.53554824 0.38783927 0.57302861 0.49904259 0.55118376] [ 0.75559001 0.30531334 0.50222749 0.22702977 0.37353361] [ 0.81855425 0.30806451 0.60556235 0.36852447 0.39608013] [ 0.45858305 0.44962708 0.44026922 0.42924496 0.48315522] [ 0.74665724 0.51130805 0.38525398 0.36799881 0.30590039] [ 0.6274532 0.61093213 0.61649127 0.60464532 0.39423725] [ 0.66373305 0.67381636 0.44978328 0.67782444 0.43899483] [ 0.62878043 0.25866394 0.55382553 0.3359666 0.47016031] [ 0.7294725 0.39982868 0.35292037 0.31715532 0.36837929] [ 0.47050307 0.6613989 0.44834114 0.73546382 0.48811935] [ 0.66147428 0.39961262 0.45322634 0.34917794 0.24752561] [ 0.69303351 0.43665426 0.4999497 0.29448589 0.47330388] [ 0.31197411 0.52569191 0.50469015 0.79306933 0.53145414] [ 0.71360504 0.35302141 0.53543109 0.34387328 0.41927454] [ 0.61225463 0.44679561 0.47801398 0.34529893 0.38313244] [ 0.579451 0.47228298 0.44003211 0.34779462 0.38103419] [ 0.30961427 0.59140005 0.34138688 0.82955548 0.5142697 ] [ 0.48297436 0.39703436 0.46404713 0.41214024 0.43617817] [ 0.50422095 0.4999572 0.64167753 0.42647215 0.56210573] [ 0.23400636 0.46379075 0.43810888 0.71894325 0.36765055] [ 0.41508293 0.60058261 0.60103365 0.6938766 0.49453772] [ 0.66918376 0.48694408 0.44696019 0.43461806 0.45861719] [ 0.34511313 0.41521136 0.42486651 0.68254955 0.57813824] [ 0.14436588 0.44690996 0.48688516 0.85906956 0.52100567] [ 0.57175227 0.40170945 0.43981453 0.58460804 0.54992037] [ 0.24559884 0.56710593 0.41660314 0.88036337 0.4833749 ] [ 0.65250686 0.35120732 0.49773384 0.2985137 0.56093504] [ 0.38795864 0.44020267 0.49551446 0.58225353 0.51754141] [ 0.7471669 0.47568614 0.52441615 0.43158485 0.47421358] [ 0.43351403 0.52056392 0.47627067 0.58155079 0.3588884 ] [ 0.45800732 0.60165168 0.40579987 0.48727641 0.34160347] [ 0.63198327 0.45073657 0.35664764 0.41824535 0.40359706] [ 0.58403089 0.61223127 0.50486239 0.61049955 0.4264832 ] [ 0.22554176 0.40648988 0.44712968 0.70063643 0.57056173] [ 0.58011564 0.48669644 0.52409664 0.59406312 0.40706036] [ 0.77458438 0.42313899 0.58289585 0.28045463 0.4237588 ] [ 0.79370886 0.56394843 0.50780027 0.35025398 0.37344511] [ 0.6057596 0.58553575 0.38108739 0.53329954 0.32024873] [ 0.5522175 0.39039081 0.54156518 0.30453019 0.68857698] [ 0.80059574 0.42886823 0.54592459 0.30585154 0.36306186] [ 0.47261516 0.40900448 0.412328 0.5964334 0.50130551] [ 0.49355607 0.47666236 0.55944201 0.74961141 0.43993901] [ 0.73199127 0.3405899 0.51092507 0.15199396 0.32411154] [ 0.33317097 0.59137071 0.57972055 0.6758993 0.4842942 ] [ 0.62921707 0.35513475 0.62911754 0.27659932 0.56856992] [ 0.66948239 0.43581024 0.6437482 0.27380178 0.55372056] [ 0.58129907 0.41543984 0.51413373 0.47989394 0.55232964] [ 0.81754006 0.425826 0.46993497 0.28047514 0.35870984] [ 0.42510966 0.54352325 0.40732441 0.84295073 0.40906013] [ 0.55228286 0.69052015 0.44530477 0.56514279 0.38546193] [ 0.61749775 0.55029197 0.53110871 0.47945693 0.42720086] [ 0.33136515 0.4380079 0.57785537 0.5047136 0.65619912] [ 0.27424922 0.50335953 0.58412639 0.76462283 0.49363197] [ 0.76781936 0.27711034 0.45920109 0.18344158 0.33948429] [ 0.42840751 0.39593721 0.54763961 0.78718289 0.47338055] [ 0.58364005 0.36014008 0.53782498 0.60198353 0.44781406] [ 0.7239342 0.41560329 0.41348406 0.39760571 0.44228283] [ 0.61804053 0.63136308 0.39345059 0.43051114 0.52537696] [ 0.60110967 0.58269224 0.45024436 0.52025297 0.38627656] [ 0.51333452 0.47723054 0.55418343 0.46430442 0.48042997] [ 0.58432329 0.54611587 0.3647944 0.54959878 0.30285667] [ 0.2051675 0.43584155 0.41323867 0.86143692 0.52004063] [ 0.51259828 0.48470115 0.5309954 0.34962984 0.46110882] Progress: 9.8% ... Training loss: 0.745 ... Validation loss: 1.288[ 0.61718994 0.56974568 0.4049774 0.62404068 0.50500855] [ 0.84706221 0.39429104 0.5378374 0.29799783 0.42936926] [ 0.38980567 0.48302529 0.39672741 0.59949452 0.41077064] [ 0.79043323 0.43172222 0.43885677 0.3660157 0.3419689 ] [ 0.32202242 0.51903169 0.39743604 0.69638751 0.40219244] [ 0.31630832 0.45112079 0.61216341 0.81450291 0.35975166] [ 0.18343207 0.58985816 0.46363329 0.66668849 0.46446133] [ 0.70810314 0.4006095 0.59866227 0.36549964 0.48995031] [ 0.53345692 0.49639699 0.55288735 0.41273247 0.3657259 ] [ 0.7584456 0.35874009 0.49250235 0.27366455 0.35988395] [ 0.38189251 0.42668753 0.41310981 0.52467524 0.68174218] [ 0.44992673 0.436108 0.54575721 0.51124006 0.42517818] [ 0.58999003 0.54274513 0.3953443 0.61616601 0.36676358] [ 0.45574354 0.58943065 0.46993397 0.58344723 0.46362446] [ 0.57361928 0.43495729 0.67073705 0.37457384 0.49783476] [ 0.32351048 0.49216953 0.46491655 0.75510501 0.39139761] [ 0.79687266 0.4768089 0.45040278 0.32762936 0.33284599] [ 0.48749935 0.36624887 0.51701725 0.60386422 0.34034776] [ 0.6676365 0.47373396 0.50737758 0.46238042 0.38202647] [ 0.38316787 0.4990556 0.54354404 0.57591736 0.51224983] [ 0.2865386 0.46900923 0.61175918 0.77314335 0.45758137] [ 0.16044445 0.49676663 0.39785708 0.92665734 0.51572095] [ 0.26333674 0.57207221 0.65491848 0.78582339 0.57404299] [ 0.63642208 0.28953167 0.59139866 0.46243902 0.60385659] [ 0.54210874 0.53273381 0.58897105 0.50355633 0.36408865] [ 0.5890801 0.4102282 0.41533095 0.4772092 0.40152534] [ 0.44872417 0.47040319 0.46417694 0.58743343 0.63738563] [ 0.18188443 0.55142508 0.48672593 0.89030612 0.49500963] [ 0.62405998 0.5963502 0.4736184 0.44899506 0.56658482] [ 0.7158917 0.46819023 0.43147939 0.4105111 0.26666235] [ 0.52584239 0.56150428 0.45029725 0.5318398 0.30841755] [ 0.14454098 0.46636956 0.41691283 0.89619823 0.58241733] [ 0.68418153 0.67096461 0.48150992 0.42574296 0.49100009] [ 0.4501493 0.38622419 0.59670029 0.40419015 0.56520931] [ 0.48610334 0.39061479 0.52189132 0.71475207 0.42306287] [ 0.58549029 0.44973243 0.54680946 0.47412463 0.31547459] [ 0.66349519 0.39997106 0.4656012 0.39488163 0.33124029] [ 0.58315265 0.29165297 0.61362751 0.31465815 0.40993824] [ 0.36967954 0.45672206 0.43199907 0.77978181 0.51545694] [ 0.5975955 0.55936909 0.58222124 0.47299042 0.44183527] [ 0.75759269 0.36709238 0.57909199 0.23527835 0.5002954 ] [ 0.36988034 0.50548071 0.53447164 0.69607875 0.50376173] [ 0.59493002 0.62375684 0.42544277 0.55203455 0.40140029] [ 0.33371858 0.54470463 0.59026529 0.65702368 0.55789593] [ 0.50383661 0.48438643 0.44255376 0.58312183 0.55272546] [ 0.46615737 0.47413121 0.39558686 0.49589251 0.46477312] [ 0.24367881 0.49437857 0.50259893 0.72809625 0.54053653] [ 0.50155188 0.58647979 0.44842283 0.44313617 0.47097665] [ 0.57883138 0.53065834 0.44393711 0.4788524 0.47259994] [ 0.35200757 0.66555112 0.26629756 0.8624567 0.40331101] [ 0.41124448 0.562402 0.4818862 0.62422118 0.41132678] [ 0.29614588 0.43105684 0.55515415 0.72131773 0.36986821] [ 0.63876486 0.5875687 0.37869414 0.4073407 0.45054433] [ 0.60263624 0.52751723 0.53634263 0.45913187 0.46291544] [ 0.51707952 0.39495715 0.49820699 0.31746995 0.50980479] [ 0.13991046 0.43247913 0.61343079 0.89783298 0.65957025] [ 0.28811123 0.56995561 0.33467658 0.81342215 0.33014577] [ 0.49019187 0.49675638 0.48669052 0.65822273 0.34307914] [ 0.23555439 0.54561148 0.4166739 0.82883327 0.37018443] [ 0.4987564 0.40345879 0.4679759 0.59461569 0.34063206] [ 0.59803789 0.42247232 0.52814265 0.23618963 0.50471956] [ 0.62914864 0.54409233 0.42348795 0.46425132 0.3474865 ] [ 0.69087594 0.44639753 0.60373903 0.37405639 0.45254581] [ 0.28874691 0.58243259 0.44850497 0.72725456 0.41169766] [ 0.61773177 0.49829826 0.47298734 0.34002034 0.48321716] [ 0.52986486 0.60741068 0.34081858 0.57994418 0.40858775] [ 0.84558921 0.33755641 0.47897017 0.16723226 0.38032036] [ 0.25563264 0.52759562 0.4340346 0.76935656 0.44570646] [ 0.73081803 0.31295804 0.5732494 0.33520857 0.45278418] [ 0.42934219 0.42225882 0.50305244 0.40269847 0.49287952] [ 0.14784889 0.51077982 0.56021499 0.87746113 0.60775026] [ 0.85466441 0.44339447 0.4532776 0.19273076 0.33887676] [ 0.36225335 0.40894311 0.49016058 0.73252348 0.38976142] [ 0.63562913 0.41316251 0.55802377 0.29214606 0.56908716] [ 0.49402334 0.44242712 0.51451158 0.49102809 0.50150618] [ 0.60591137 0.44204299 0.49000382 0.348822 0.4112005 ] [ 0.76073497 0.40642347 0.57224211 0.34250863 0.36471176] [ 0.46973769 0.72962066 0.26747991 0.710575 0.40992033] [ 0.72424804 0.59546135 0.44921591 0.5144255 0.36499266] [ 0.55693791 0.29034216 0.56403369 0.40733628 0.48448322] [ 0.68038438 0.51645383 0.32925829 0.54481278 0.3132681 ] [ 0.76792272 0.35501364 0.39113456 0.40440003 0.33894454] [ 0.48579947 0.3429207 0.45741731 0.67141873 0.3924049 ] [ 0.29299741 0.64947481 0.43419317 0.81364584 0.54042571] [ 0.28457678 0.58392829 0.42265937 0.74086369 0.56311927] [ 0.41583727 0.56795355 0.53283949 0.74969355 0.42809393] [ 0.686801 0.44179202 0.48532777 0.26337152 0.4431643 ] [ 0.33069 0.61743255 0.45592578 0.72112123 0.50881092] [ 0.43483184 0.49655961 0.51489665 0.75780283 0.44330485] [ 0.55329758 0.46808414 0.45316828 0.51560218 0.3549327 ] [ 0.57721911 0.54338552 0.41931272 0.64471424 0.3359685 ] [ 0.5477577 0.41906013 0.59090358 0.29326683 0.453234 ] [ 0.58470385 0.41317177 0.44713898 0.40532081 0.59267137] [ 0.43726468 0.44962172 0.41460966 0.5715526 0.49430793] [ 0.19968596 0.41611728 0.4552734 0.87201841 0.39739012] [ 0.24590768 0.49053608 0.45985134 0.82115207 0.43657379] [ 0.4940649 0.41797323 0.59872452 0.70449564 0.43504502] [ 0.72960958 0.539645 0.56657353 0.21462295 0.42478722] [ 0.62056274 0.5324069 0.50292464 0.53932644 0.43864993] [ 0.48351101 0.47915694 0.39945369 0.45869461 0.48323548] [ 0.16710144 0.5175111 0.49623625 0.9297396 0.58125221] [ 0.47438589 0.55456809 0.58561779 0.76393581 0.4544023 ] [ 0.70682074 0.46886319 0.39551934 0.35062353 0.34251908] [ 0.56943649 0.42741444 0.58081698 0.60935813 0.58155107] [ 0.78259972 0.52007121 0.3710403 0.41754857 0.28307583] [ 0.33393996 0.49446537 0.36650711 0.71829395 0.49827067] [ 0.52489148 0.42799018 0.4396221 0.46051339 0.37284828] [ 0.58213064 0.65511633 0.45954159 0.67316546 0.34441919] [ 0.61312676 0.50417481 0.55626173 0.39403411 0.53252729] [ 0.31391967 0.53998043 0.48327069 0.72085481 0.48900768] [ 0.73894375 0.48340309 0.53578635 0.30292109 0.39967606] [ 0.73131188 0.43672012 0.51703273 0.2666039 0.35865032] [ 0.74410951 0.49523284 0.58378039 0.31416484 0.36025994] [ 0.19965698 0.56204261 0.48592611 0.86820492 0.50364682] [ 0.3985011 0.59105405 0.44387372 0.63395927 0.46793178] [ 0.17675618 0.51078945 0.5010894 0.83972485 0.44581297] [ 0.29141691 0.53330368 0.40714182 0.72751517 0.48061469] [ 0.2009952 0.60998901 0.54270768 0.92990778 0.56499215] [ 0.35531006 0.54322744 0.47832291 0.81471835 0.47135619] [ 0.52107622 0.35936581 0.44551904 0.5819203 0.33370918] [ 0.60677157 0.58515458 0.38119656 0.5326193 0.320129 ] [ 0.45865457 0.52919301 0.49110923 0.58381645 0.66304769] [ 0.63141879 0.3395119 0.47791233 0.45322251 0.61119533] [ 0.37910936 0.53547281 0.6168016 0.55967355 0.63278067] [ 0.37377255 0.63935602 0.3807384 0.66402031 0.48404788] [ 0.5440596 0.48303167 0.40451931 0.38627056 0.49089541] [ 0.81696822 0.48092671 0.46055671 0.41726506 0.50056623] [ 0.77444603 0.4120972 0.51001075 0.31874046 0.32516811] Progress: 9.9% ... Training loss: 0.744 ... Validation loss: 1.290[ 0.48169168 0.44451138 0.53813404 0.65902491 0.60222743] [ 0.2101733 0.41274206 0.53018182 0.83948819 0.55431038] [ 0.45874881 0.35729887 0.56658095 0.55669466 0.34107992] [ 0.79447972 0.51534567 0.58132816 0.30903972 0.51084622] [ 0.37811233 0.46750271 0.51245205 0.79803861 0.55638315] [ 0.6594522 0.46222393 0.49843906 0.38166255 0.3486452 ] [ 0.29136096 0.51100915 0.5037922 0.65687818 0.40831917] [ 0.52117639 0.65680167 0.51308905 0.57154751 0.47170466] [ 0.63419543 0.46442743 0.51599906 0.41758679 0.48737703] [ 0.3854958 0.5087942 0.51676086 0.64431027 0.48331364] [ 0.32213343 0.50499738 0.38456512 0.72195219 0.53020233] [ 0.47157447 0.48920159 0.6346574 0.63737691 0.48403181] [ 0.68484473 0.30378509 0.43105508 0.4641188 0.38242737] [ 0.62301008 0.49068783 0.54904987 0.38962778 0.5609248 ] [ 0.73131234 0.42838814 0.49601488 0.30076431 0.40848862] [ 0.33005502 0.46303477 0.45558391 0.67563122 0.46195802] [ 0.12101937 0.48531378 0.48890725 0.88124403 0.51071935] [ 0.29286063 0.36241237 0.49879352 0.81104728 0.40014004] [ 0.57724167 0.40042046 0.56259938 0.43102119 0.61324385] [ 0.79475138 0.43630757 0.50093922 0.39441379 0.45564358] [ 0.42899526 0.50657759 0.40193278 0.48864908 0.49110548] [ 0.32622069 0.54449573 0.48423269 0.70302031 0.43851292] [ 0.48256025 0.57443229 0.45119455 0.7782406 0.51671527] [ 0.78328726 0.41045584 0.66605788 0.25338057 0.4392987 ] [ 0.46894346 0.53742059 0.51592682 0.60592626 0.50713418] [ 0.56162799 0.41850311 0.49250978 0.5467386 0.27439604] [ 0.52752928 0.56593936 0.52940019 0.52431 0.33955416] [ 0.2343318 0.54511808 0.56417927 0.81190128 0.54510548] [ 0.54224699 0.4767343 0.52298898 0.46813146 0.54080467] [ 0.47837346 0.47666843 0.50744074 0.75067619 0.39537715] [ 0.76749707 0.46100188 0.4536769 0.21936696 0.26723155] [ 0.57758673 0.54331302 0.41933687 0.64448521 0.33594429] [ 0.59316241 0.55432596 0.47446553 0.37966842 0.52315552] [ 0.53667394 0.58643296 0.51229456 0.5339246 0.58669419] [ 0.329458 0.36099221 0.66381283 0.73024948 0.55217467] [ 0.40604896 0.47168742 0.52869222 0.76710477 0.47312509] [ 0.32109789 0.6153529 0.48789754 0.74242959 0.51262275] [ 0.24190614 0.39162081 0.49298945 0.69352908 0.42751194] [ 0.42316322 0.47757429 0.51059725 0.72350006 0.41485272] [ 0.54454431 0.42431605 0.45864187 0.36347839 0.44595302] [ 0.28833497 0.44111071 0.59795299 0.76593967 0.60886184] [ 0.62745974 0.43146946 0.37209963 0.36670739 0.26732679] [ 0.30163999 0.52800312 0.53797221 0.82415647 0.4700125 ] [ 0.65976097 0.48608912 0.56422979 0.35246726 0.53951218] [ 0.46152238 0.51266645 0.48148859 0.4832703 0.4121319 ] [ 0.50110121 0.4289242 0.50052523 0.75373773 0.33193976] [ 0.3092036 0.62837845 0.31918822 0.86241237 0.61390137] [ 0.70100274 0.59499222 0.52447449 0.47119766 0.42029227] [ 0.20397475 0.43680918 0.4129621 0.86187653 0.52040573] [ 0.73700386 0.44321207 0.37511601 0.4524719 0.443907 ] [ 0.18297129 0.54881184 0.46795857 0.8069988 0.38095962] [ 0.20082549 0.53313544 0.41318062 0.84827001 0.3765134 ] [ 0.37346686 0.51007874 0.49135703 0.62696986 0.42985882] [ 0.550675 0.53704939 0.52809124 0.45549179 0.47785523] [ 0.70348372 0.47562942 0.41528937 0.30676571 0.26919268] [ 0.60444333 0.33854929 0.44962537 0.37416449 0.47751926] [ 0.7332386 0.51338115 0.49232694 0.37320172 0.45910358] [ 0.61079195 0.58032721 0.49659161 0.59387643 0.41468634] [ 0.67415659 0.25405627 0.57418201 0.30108004 0.47896518] [ 0.79456051 0.38726792 0.52344548 0.23139933 0.44604237] [ 0.62297847 0.44917517 0.45165673 0.45193819 0.41356984] [ 0.47015257 0.45222407 0.57579263 0.69336001 0.47825877] [ 0.66000268 0.51677628 0.45235089 0.48922649 0.44421171] [ 0.37695004 0.54715878 0.39094325 0.65030538 0.50026734] [ 0.68853912 0.47053622 0.53052164 0.29762368 0.48776061] [ 0.82938483 0.49281776 0.52500346 0.33672374 0.39772733] [ 0.53697542 0.44823314 0.53890707 0.44787389 0.58896163] [ 0.81175742 0.36790579 0.55588143 0.17639169 0.4284996 ] [ 0.27841554 0.51281897 0.55329779 0.72540918 0.4860812 ] [ 0.72005348 0.39804206 0.4622832 0.30885469 0.36084334] [ 0.31145651 0.55259758 0.52344334 0.80791725 0.45982104] [ 0.4151789 0.46429295 0.42321668 0.5965914 0.35422924] [ 0.39951751 0.58939729 0.47642578 0.67436461 0.40625433] [ 0.80561434 0.32652639 0.57760547 0.22072518 0.34600303] [ 0.67428564 0.39843405 0.54402593 0.38724425 0.42460864] [ 0.56583444 0.58958892 0.32463844 0.62936101 0.34734065] [ 0.8040379 0.38576223 0.52248404 0.19070893 0.2704232 ] [ 0.61804601 0.60249237 0.34858479 0.57020315 0.41966583] [ 0.31259116 0.57974677 0.43530134 0.71039378 0.38000133] [ 0.53668293 0.3350229 0.64053783 0.42422251 0.43656339] [ 0.37147914 0.59754881 0.29922339 0.62618984 0.46098577] [ 0.21333083 0.64806216 0.4777052 0.77229934 0.4289206 ] [ 0.28804859 0.47830857 0.58882951 0.62297111 0.58217088] [ 0.6648069 0.38094748 0.49277166 0.32524954 0.43547148] [ 0.42167093 0.40950143 0.47035987 0.51969023 0.45078913] [ 0.58736557 0.47302817 0.45267282 0.48367413 0.46368261] [ 0.42198468 0.38785332 0.55183793 0.72876944 0.43521216] [ 0.68595506 0.37016224 0.66181986 0.34669801 0.40385436] [ 0.2446577 0.67702804 0.29867149 0.89953382 0.46538087] [ 0.63339021 0.4416387 0.54024481 0.39702822 0.44973431] [ 0.29811236 0.41855224 0.4196551 0.57530101 0.7555236 ] [ 0.39567144 0.62294777 0.38205964 0.78324598 0.53155226] [ 0.34070376 0.39833571 0.38502672 0.72067131 0.58641706] [ 0.26310137 0.50000415 0.3988025 0.81744985 0.43837418] [ 0.43410458 0.48080586 0.48244872 0.49761302 0.46049783] [ 0.80100739 0.43245267 0.65922575 0.27213709 0.46716595] [ 0.83927731 0.65837139 0.49011636 0.37580737 0.38271646] [ 0.2146617 0.53635175 0.39580831 0.87809306 0.45575349] [ 0.81116856 0.50859014 0.40735917 0.43509459 0.30391622] [ 0.30497261 0.46969175 0.62285734 0.66017923 0.5148313 ] [ 0.50552574 0.51830139 0.41900816 0.59895705 0.45496912] [ 0.42521337 0.56797083 0.58571121 0.6614879 0.48359301] [ 0.32960749 0.60646863 0.33493718 0.68199659 0.56376248] [ 0.36792985 0.4605554 0.51746267 0.65579902 0.48910402] [ 0.65700325 0.52410363 0.4488048 0.52629837 0.46200303] [ 0.66685792 0.43407611 0.45667822 0.38794854 0.36170556] [ 0.61295302 0.48317032 0.44015247 0.5050629 0.31757075] [ 0.33253608 0.42592067 0.52152602 0.41405351 0.58912154] [ 0.44325591 0.54378701 0.56488014 0.70379298 0.43687873] [ 0.54488568 0.61705174 0.49021342 0.57553691 0.52633201] [ 0.28795546 0.57929285 0.52456312 0.85054271 0.44765615] [ 0.50180548 0.29287058 0.47623145 0.55654818 0.3778933 ] [ 0.37819872 0.53924093 0.43485291 0.60425329 0.50670487] [ 0.33851564 0.54514636 0.48128832 0.76862933 0.38829734] [ 0.16404176 0.52312905 0.48424271 0.91202192 0.51334254] [ 0.12058675 0.47723458 0.56318177 0.82097255 0.61790292] [ 0.2766232 0.53464064 0.55267331 0.8219944 0.56706799] [ 0.72399514 0.52551249 0.3954251 0.35366203 0.33840986] [ 0.4082106 0.56519837 0.51723498 0.71124688 0.31746714] [ 0.61116173 0.520985 0.44630702 0.4349241 0.48488934] [ 0.61987123 0.56713905 0.57088768 0.56135921 0.36931399] [ 0.64637112 0.3366983 0.53350612 0.31971344 0.58833783] [ 0.66567796 0.36191835 0.47078491 0.38833647 0.34073397] [ 0.61975702 0.56599952 0.53998753 0.50401218 0.3825807 ] [ 0.21333083 0.64806216 0.4777052 0.77229934 0.4289206 ] [ 0.24552123 0.43270849 0.57425654 0.85788491 0.38306946] [ 0.5329072 0.4426816 0.5569547 0.55101491 0.37625649] [ 0.7647907 0.41297476 0.6366722 0.21839731 0.42327912] Progress: 9.9% ... Training loss: 0.743 ... Validation loss: 1.286[ 0.41276424 0.59744898 0.36726335 0.69907104 0.40860189] [ 0.62390881 0.61667115 0.36037953 0.4897175 0.40154067] [ 0.73992889 0.45588861 0.57902578 0.27947517 0.43271183] [ 0.82140324 0.36813258 0.48486169 0.21790647 0.31126808] [ 0.4076421 0.65262296 0.5089163 0.68110876 0.51471257] [ 0.43548823 0.40871364 0.71787165 0.55574971 0.56830361] [ 0.79622656 0.37106573 0.50558632 0.16600316 0.41124805] [ 0.38003478 0.60694916 0.5041223 0.79165331 0.52029427] [ 0.51261824 0.50090952 0.57791182 0.59299813 0.50616667] [ 0.31057387 0.53811881 0.52521401 0.81086501 0.47385047] [ 0.16993007 0.5967117 0.4645666 0.89697416 0.52170782] [ 0.66995822 0.5093088 0.54254979 0.4477668 0.48471151] [ 0.63440048 0.48115863 0.57404188 0.34741481 0.5190413 ] [ 0.38962477 0.45592757 0.51826917 0.56927077 0.55675901] [ 0.65020182 0.48441195 0.58224235 0.25079267 0.57081723] [ 0.76488207 0.53284401 0.39384342 0.35577675 0.34335797] [ 0.56224743 0.41542575 0.46360749 0.56317117 0.26435616] [ 0.75734624 0.4182685 0.50020774 0.3015779 0.39615072] [ 0.57931079 0.35713867 0.68959478 0.50342078 0.42391225] [ 0.70130636 0.41352461 0.46640572 0.31216683 0.35986029] [ 0.56831718 0.50067931 0.40346357 0.54693005 0.41093084] [ 0.74122638 0.3169124 0.56520578 0.33041281 0.44743232] [ 0.44756701 0.57351406 0.43372443 0.62349516 0.56146473] [ 0.20800763 0.4264417 0.57123878 0.80127969 0.50743031] [ 0.47780508 0.404838 0.58690614 0.53778917 0.42261309] [ 0.57141891 0.59618899 0.38058651 0.53907685 0.54757516] [ 0.51937932 0.47750203 0.5170937 0.41667572 0.46991478] [ 0.33964601 0.39888414 0.38485448 0.72117385 0.58664334] [ 0.64822445 0.44795886 0.45979562 0.47523291 0.44126623] [ 0.58091877 0.47178199 0.44018731 0.34705 0.38085727] [ 0.79088394 0.48889577 0.47013318 0.197939 0.36981207] [ 0.81202551 0.32580537 0.56986076 0.15950059 0.42001379] [ 0.52822239 0.50837501 0.52736284 0.44381737 0.41363498] [ 0.5891069 0.42813615 0.49329732 0.48567486 0.57149851] [ 0.71176949 0.50251527 0.50250121 0.36224181 0.31513652] [ 0.13574775 0.60504468 0.54609482 0.92829184 0.60947266] [ 0.52090896 0.7074838 0.51235806 0.70308312 0.55599688] [ 0.33712588 0.52813301 0.53300475 0.75156977 0.61357885] [ 0.85445029 0.42541484 0.47091124 0.28453004 0.30982586] [ 0.72677806 0.3646022 0.44615864 0.19848527 0.37593602] [ 0.77494853 0.57503011 0.46356162 0.33677879 0.31885834] [ 0.54277805 0.49669489 0.41181321 0.52698424 0.36776032] [ 0.80104677 0.43889917 0.56693135 0.2570015 0.37401938] [ 0.30812048 0.4128422 0.47944969 0.75217508 0.55219927] [ 0.21519035 0.42425422 0.45013487 0.91860164 0.51610066] [ 0.85730746 0.36545574 0.45610179 0.26514614 0.32030643] [ 0.8294823 0.48431407 0.57715123 0.28183294 0.3624604 ] [ 0.37063781 0.59887452 0.62849418 0.63818512 0.57266607] [ 0.5302666 0.60645647 0.44693011 0.59098114 0.38528125] [ 0.40715415 0.69414649 0.38657221 0.82432626 0.47726061] [ 0.60001013 0.46965869 0.58521132 0.41548205 0.50891753] [ 0.7048893 0.52252526 0.41232842 0.35398294 0.47965142] [ 0.46360028 0.45669303 0.47489595 0.50792669 0.32397266] [ 0.29138028 0.53523879 0.56697376 0.84812846 0.42639326] [ 0.74733799 0.43694386 0.52937177 0.34652361 0.46130333] [ 0.64659713 0.33655918 0.5335501 0.31957775 0.58828238] [ 0.75135147 0.54078605 0.53784408 0.52927795 0.38896153] [ 0.27430476 0.43826786 0.52102949 0.71513857 0.46899371] [ 0.27641745 0.47776102 0.50520861 0.83992108 0.4689405 ] [ 0.60566806 0.5239976 0.3554989 0.45371067 0.42203044] [ 0.82082825 0.44458395 0.54355765 0.39981603 0.27239838] [ 0.619593 0.37811505 0.42473943 0.39992072 0.4344331 ] [ 0.35772373 0.43949858 0.4288036 0.54136461 0.66335184] [ 0.43944336 0.5085345 0.50926562 0.57074858 0.41002629] [ 0.25833672 0.4798641 0.54638999 0.75213635 0.3329085 ] [ 0.20478395 0.44506658 0.55734772 0.79308758 0.57823893] [ 0.60211659 0.36091627 0.49965833 0.27834352 0.57959257] [ 0.32222107 0.63527254 0.27718599 0.83885127 0.48049768] [ 0.45757713 0.40668221 0.40595836 0.43806801 0.39131127] [ 0.18711457 0.54072725 0.44023229 0.83406758 0.38603432] [ 0.56349745 0.45916249 0.41661047 0.43004534 0.45519459] [ 0.47172123 0.33612226 0.55914202 0.52004488 0.4275825 ] [ 0.5801157 0.39454774 0.49294208 0.57622915 0.49397854] [ 0.59013597 0.49335282 0.35193694 0.43357046 0.33302523] [ 0.47574548 0.46605767 0.6849741 0.7252753 0.42097745] [ 0.13127042 0.49735719 0.55488359 0.80945601 0.60580869] [ 0.7938052 0.51151725 0.5638612 0.40333255 0.43020057] [ 0.25987201 0.64734268 0.46089357 0.79825774 0.37077031] [ 0.44601635 0.45536994 0.34255841 0.61752854 0.33331586] [ 0.39692199 0.47236556 0.38774051 0.72010653 0.2991503 ] [ 0.33632218 0.44166159 0.4502274 0.69200414 0.41127438] [ 0.36959423 0.35916493 0.52879696 0.70169832 0.345014 ] [ 0.61379346 0.44057112 0.44351288 0.29608799 0.43731838] [ 0.7753278 0.43507926 0.48672888 0.28748033 0.29941332] [ 0.28281431 0.47670328 0.47467035 0.73027049 0.38253104] [ 0.50958122 0.5781694 0.67131224 0.55825104 0.49026446] [ 0.65899016 0.51540477 0.4967489 0.25513505 0.4793536 ] [ 0.61644759 0.60032321 0.42355555 0.47600708 0.33314269] [ 0.54046547 0.54638042 0.45642967 0.52290708 0.43660348] [ 0.36460022 0.45760444 0.37559237 0.76380109 0.46656576] [ 0.58809959 0.52728704 0.37808007 0.50256889 0.35599926] [ 0.38109729 0.54231562 0.35438228 0.77564798 0.45512624] [ 0.47537144 0.40237529 0.52452943 0.49123901 0.45995553] [ 0.50860373 0.52597585 0.43888223 0.63662509 0.30924546] [ 0.46722659 0.42745885 0.45046082 0.47910201 0.50169576] [ 0.25000973 0.52563774 0.38644482 0.81718453 0.55554246] [ 0.63897394 0.41878636 0.53784763 0.28813731 0.4412411 ] [ 0.71898709 0.40510751 0.41977948 0.50792661 0.42761822] [ 0.68096875 0.52950528 0.55126191 0.47504772 0.43758546] [ 0.52563123 0.46119117 0.39113869 0.65724692 0.39558828] [ 0.41953884 0.49562366 0.53907853 0.75057419 0.45832755] [ 0.16886937 0.46692517 0.58792681 0.8719417 0.57698324] [ 0.75436527 0.4656681 0.40224302 0.22673153 0.3088848 ] [ 0.69130397 0.53760763 0.51528478 0.48753537 0.27917686] [ 0.34563655 0.38094079 0.53815508 0.80766381 0.47914847] [ 0.2711271 0.52351447 0.49704007 0.84207218 0.47641165] [ 0.23725903 0.62340734 0.41863453 0.79736787 0.53188105] [ 0.51501043 0.42444623 0.49449836 0.57049121 0.36274089] [ 0.5565319 0.56579597 0.38226358 0.54284077 0.39158887] [ 0.20296281 0.52867425 0.40465579 0.780988 0.4998031 ] [ 0.78203426 0.48098239 0.53620305 0.17821586 0.39351492] [ 0.57683843 0.46036991 0.53602076 0.4451539 0.54620859] [ 0.31006931 0.4916439 0.5136993 0.74109004 0.39911584] [ 0.49776357 0.38243804 0.49130201 0.59982778 0.49254968] [ 0.77765267 0.39587141 0.44751245 0.24952085 0.43418697] [ 0.17027725 0.51503067 0.45420063 0.89906044 0.65443991] [ 0.51261824 0.50090952 0.57791182 0.59299813 0.50616667] [ 0.31636756 0.48055498 0.57014711 0.80126802 0.44056072] [ 0.30931605 0.55522892 0.51701203 0.74543276 0.59010964] [ 0.19471782 0.58398979 0.37103993 0.79264665 0.43507974] [ 0.48035495 0.48055189 0.51457722 0.38450963 0.47194891] [ 0.45413309 0.46724055 0.59675968 0.56016209 0.50345725] [ 0.67663004 0.52411496 0.61572271 0.64317474 0.33497055] [ 0.61890646 0.53742874 0.43225494 0.35600233 0.32556405] [ 0.36293896 0.50881066 0.40091883 0.7348234 0.30352902] [ 0.1551934 0.60039699 0.38521167 0.92907419 0.50083896] [ 0.73087997 0.4814944 0.55758721 0.30117005 0.45785442] [ 0.67722089 0.457712 0.6181875 0.30047164 0.47514671] Progress: 10.0% ... Training loss: 0.742 ... Validation loss: 1.278[ 0.52445426 0.5457423 0.53645931 0.389032 0.53165649] [ 0.4461428 0.4568136 0.57133192 0.63248735 0.36249354] [ 0.82492758 0.40942953 0.43464116 0.23176022 0.31731576] [ 0.64066712 0.41002424 0.55054494 0.34778456 0.45772131] [ 0.57316627 0.41290595 0.38871412 0.51116244 0.54144081] [ 0.33186029 0.4268788 0.39527592 0.69168159 0.46986374] [ 0.43775054 0.43754968 0.45257597 0.47280964 0.52130982] [ 0.80600035 0.46827618 0.54095246 0.24178802 0.43359793] [ 0.61421755 0.50372136 0.55639687 0.39340463 0.53235845] [ 0.70509599 0.46802409 0.57856485 0.19942487 0.4527279 ] [ 0.75424304 0.33994857 0.63663033 0.19737076 0.43984658] [ 0.75500704 0.34041923 0.39261383 0.46213538 0.39339201] [ 0.39267408 0.48800397 0.32435128 0.68277462 0.5655348 ] [ 0.16061711 0.51393672 0.47166824 0.88185499 0.52710879] [ 0.6642723 0.46313317 0.5546867 0.25457998 0.47313003] [ 0.61602059 0.42740731 0.33593176 0.45419707 0.50073494] [ 0.5665052 0.40602641 0.63983544 0.51108659 0.42896154] [ 0.62167518 0.52308267 0.54884487 0.50623444 0.46698836] [ 0.53724204 0.44813748 0.53893181 0.44770095 0.58892684] [ 0.41438127 0.45695827 0.56946669 0.65490541 0.42434481] [ 0.5092325 0.42110523 0.67246495 0.66642153 0.46321224] [ 0.15914674 0.53476139 0.46750164 0.8631809 0.46410836] [ 0.40481106 0.50449458 0.34102416 0.68227139 0.39648135] [ 0.6875876 0.40173967 0.33540994 0.479803 0.36360572] [ 0.2368724 0.45564651 0.51469958 0.71700963 0.57556759] [ 0.62995465 0.44291808 0.50690671 0.57783531 0.41854169] [ 0.62573331 0.44447245 0.43473449 0.34947046 0.3888811 ] [ 0.81373152 0.44254176 0.58754893 0.22125924 0.33892257] [ 0.30796134 0.55891261 0.47528073 0.68682315 0.49518827] [ 0.54082795 0.55565731 0.4045712 0.73014846 0.50436931] [ 0.75880297 0.30444757 0.34151463 0.30185979 0.37538959] [ 0.56034928 0.48599941 0.47763051 0.43659414 0.43361211] [ 0.73217244 0.48815302 0.5147513 0.26067151 0.34756064] [ 0.80751052 0.32964536 0.48526451 0.21908032 0.32206158] [ 0.2853714 0.59171032 0.44955278 0.74259757 0.48837126] [ 0.48913847 0.544038 0.43126632 0.56224681 0.40643258] [ 0.57015616 0.51029146 0.4220606 0.61838422 0.48160697] [ 0.63781174 0.46821368 0.43213103 0.47521493 0.382421 ] [ 0.5640499 0.42487566 0.49478263 0.64695105 0.24741067] [ 0.12136771 0.49789481 0.40187112 0.89935998 0.45644873] [ 0.46109797 0.49106482 0.38716141 0.56433144 0.42883072] [ 0.30914345 0.59994885 0.39012004 0.64005001 0.38035415] [ 0.21929224 0.50410375 0.57970641 0.78332199 0.6018652 ] [ 0.74423748 0.35901963 0.52782602 0.35914742 0.40642292] [ 0.4564378 0.53020643 0.61975463 0.42621163 0.51523519] [ 0.76598919 0.41224712 0.63687764 0.21772588 0.42300461] [ 0.48345975 0.53909718 0.54342881 0.6343633 0.3689012 ] [ 0.19522452 0.42559686 0.53756445 0.75066005 0.50238403] [ 0.44802807 0.60529035 0.55767647 0.70847412 0.47510085] [ 0.67679254 0.39685961 0.62872627 0.25915233 0.45754644] [ 0.24840609 0.46919183 0.47379103 0.84346235 0.47568982] [ 0.29524092 0.34274503 0.51892706 0.63277724 0.61392306] [ 0.41438591 0.48325175 0.4577408 0.65749618 0.34824463] [ 0.47255928 0.36660972 0.49055701 0.46979559 0.43773338] [ 0.74929598 0.49460634 0.60814838 0.36541608 0.40252545] [ 0.67124694 0.55846675 0.48202212 0.46614771 0.40774312] [ 0.46465749 0.71171239 0.33725243 0.85025582 0.34682364] [ 0.48514327 0.44161138 0.56882142 0.47494907 0.39532286] [ 0.39185219 0.57399165 0.33649713 0.56933966 0.46457797] [ 0.5694389 0.48502758 0.3736275 0.64619222 0.29016326] [ 0.61714415 0.51833472 0.53359548 0.33838401 0.56568976] [ 0.3816985 0.58693599 0.64730034 0.66305181 0.6226567 ] [ 0.7860885 0.37685741 0.50479884 0.28283151 0.39946485] [ 0.51686313 0.52928116 0.46681871 0.58798598 0.47144461] [ 0.61797916 0.35875708 0.65730161 0.46093529 0.50873648] [ 0.32010466 0.34742647 0.64309235 0.590742 0.50151359] [ 0.72030232 0.4393601 0.45186429 0.48367242 0.36002955] [ 0.417778 0.55438353 0.52001146 0.49215116 0.5489436 ] [ 0.45831986 0.46273619 0.46547494 0.57611859 0.36763695] [ 0.39382976 0.57109756 0.41305732 0.75900206 0.55991875] [ 0.53730274 0.65419793 0.43145806 0.6036562 0.46159972] [ 0.55926342 0.60350504 0.29148085 0.64525832 0.2896089 ] [ 0.63324437 0.63556601 0.50580476 0.7104397 0.50337965] [ 0.64348727 0.58060611 0.44452332 0.483906 0.38186986] [ 0.47083828 0.61314218 0.36378141 0.82568252 0.34621115] [ 0.3112377 0.50280796 0.44981223 0.77720927 0.42326544] [ 0.71391127 0.63043856 0.57959532 0.51402562 0.48115391] [ 0.27919252 0.49803711 0.46740301 0.66992606 0.46810234] [ 0.70683083 0.46782353 0.59212717 0.29594266 0.51226777] [ 0.50175177 0.40750264 0.61529551 0.56671762 0.49971645] [ 0.52915714 0.53768395 0.42542148 0.5375999 0.4780998 ] [ 0.40230445 0.30113373 0.49761377 0.52482083 0.49577643] [ 0.34234195 0.64001364 0.46649899 0.70966868 0.44382575] [ 0.18648703 0.63528745 0.45421384 0.72383233 0.57445309] [ 0.70934182 0.35168463 0.46327766 0.26505109 0.51246584] [ 0.73887265 0.49639945 0.54699521 0.42310822 0.4030933 ] [ 0.68351056 0.44394292 0.46773139 0.3106135 0.47727913] [ 0.23674599 0.47786534 0.56703242 0.75892261 0.49074687] [ 0.43724031 0.47253187 0.5400013 0.6547353 0.33875161] [ 0.57950511 0.35679926 0.54571095 0.47963574 0.45018062] [ 0.61947532 0.58706528 0.4821345 0.59911254 0.48590735] [ 0.7103719 0.31390023 0.47398602 0.38093269 0.37090226] [ 0.20279524 0.55145013 0.50546076 0.87584619 0.49931001] [ 0.34060187 0.45972052 0.51137997 0.63155807 0.37089545] [ 0.5857827 0.51006041 0.46603863 0.33561362 0.4220778 ] [ 0.29447545 0.45120561 0.5414838 0.69892262 0.39779484] [ 0.48497574 0.45567454 0.58288611 0.6994507 0.42207975] [ 0.34417991 0.58137561 0.47775505 0.63736509 0.47770051] [ 0.47193642 0.5291409 0.52896451 0.58216097 0.44823413] [ 0.40289748 0.63878831 0.35795415 0.78590853 0.44250702] [ 0.71312105 0.48684598 0.51956146 0.45098071 0.35230668] [ 0.67701013 0.43630827 0.46839727 0.28697111 0.43665734] [ 0.34762654 0.40287419 0.45444824 0.72219776 0.62324189] [ 0.70972957 0.31040041 0.61245573 0.23365153 0.38338719] [ 0.37104419 0.57866775 0.47379487 0.70916307 0.46104877] [ 0.57022863 0.51392857 0.51546551 0.48802228 0.54251473] [ 0.18293369 0.45739292 0.57927701 0.7405485 0.53048014] [ 0.45879965 0.50428111 0.45360813 0.65118899 0.3804666 ] [ 0.23500148 0.47289091 0.45588075 0.83120407 0.52358091] [ 0.71295692 0.46812866 0.546342 0.31522564 0.46800982] [ 0.65477289 0.34498942 0.64273265 0.24412188 0.5865732 ] [ 0.64521834 0.60609464 0.49271072 0.62063653 0.41092094] [ 0.57016465 0.42876101 0.60541388 0.52957273 0.42050873] [ 0.69698632 0.5553729 0.59528303 0.51066122 0.3595384 ] [ 0.70104507 0.52687364 0.48798777 0.38599698 0.55375283] [ 0.69607993 0.54654712 0.51604151 0.4641668 0.3434508 ] [ 0.64300858 0.38973501 0.52338051 0.37006213 0.47435324] [ 0.31742709 0.48557688 0.59014754 0.80898542 0.64036959] [ 0.26074676 0.47672845 0.46401969 0.82458046 0.48062634] [ 0.64858064 0.4059768 0.53242521 0.3970586 0.41644557] [ 0.43867502 0.46514159 0.44344621 0.42109061 0.54943797] [ 0.66549581 0.49820694 0.55487596 0.43630793 0.49500787] [ 0.11099784 0.48016021 0.53879848 0.86890193 0.5903692 ] [ 0.38169455 0.36159584 0.47203803 0.80902746 0.45754348] [ 0.69650068 0.3147987 0.59726099 0.24233958 0.39317588] [ 0.75929636 0.43054296 0.49432666 0.41662736 0.39755995] [ 0.55059233 0.4568976 0.61652925 0.42965003 0.38488144] [ 0.58788669 0.56931004 0.55373369 0.51865347 0.35468827] Progress: 10.1% ... Training loss: 0.742 ... Validation loss: 1.281[ 0.36280513 0.49215535 0.52321547 0.60860717 0.60449325] [ 0.753583 0.49979789 0.56049709 0.270541 0.48833823] [ 0.4904123 0.47183669 0.53392099 0.62576465 0.48473915] [ 0.37655588 0.42222547 0.59430366 0.65480789 0.39807706] [ 0.66415302 0.40157927 0.5915827 0.30950296 0.45276228] [ 0.46605716 0.60072035 0.40915447 0.70146592 0.32630345] [ 0.61362525 0.57777757 0.49800022 0.47551996 0.47022822] [ 0.60501016 0.55618139 0.47777565 0.48629802 0.54563155] [ 0.68418684 0.38481506 0.52119652 0.21302522 0.41277649] [ 0.61333117 0.44791925 0.39646371 0.49262383 0.50345606] [ 0.49746313 0.49532882 0.48028692 0.41731473 0.44502998] [ 0.32525405 0.50762138 0.44327225 0.72628943 0.64612865] [ 0.73525208 0.39489398 0.36049199 0.394488 0.33199801] [ 0.51578759 0.46026168 0.57874786 0.42707367 0.51160703] [ 0.50501424 0.4811772 0.57196724 0.63289294 0.59501861] [ 0.73209373 0.43919745 0.52199367 0.17682351 0.46499241] [ 0.5156322 0.57953177 0.44278074 0.513321 0.46733006] [ 0.67441331 0.51940636 0.39688386 0.33820963 0.34791662] [ 0.47054738 0.3663625 0.54163981 0.61711517 0.57236778] [ 0.36328584 0.46482586 0.45050137 0.72428128 0.35414927] [ 0.69612939 0.4067067 0.53868329 0.27193746 0.40534991] [ 0.71555336 0.55179876 0.44863405 0.55959889 0.45772742] [ 0.50945864 0.55189676 0.44659094 0.62033419 0.52978622] [ 0.73220952 0.41511634 0.56679562 0.23436567 0.51274075] [ 0.69052952 0.617542 0.36405196 0.7255417 0.37772394] [ 0.63702048 0.41210149 0.62986781 0.33690918 0.48414681] [ 0.59446017 0.52861489 0.49103604 0.49447652 0.49069487] [ 0.79504958 0.47688022 0.64501412 0.21724959 0.43141288] [ 0.24448592 0.40181003 0.46589978 0.78568055 0.50102522] [ 0.71777283 0.47078515 0.42563487 0.40027146 0.44161832] [ 0.4307088 0.44336408 0.42893762 0.57515024 0.33625844] [ 0.80259537 0.37400215 0.57518696 0.24108663 0.43597772] [ 0.75419064 0.50188546 0.41790058 0.38915234 0.40213167] [ 0.48433991 0.4880025 0.54259664 0.73301013 0.41095764] [ 0.58520184 0.54692511 0.51177309 0.39784772 0.52640693] [ 0.44611113 0.46090481 0.54341856 0.63998398 0.59118181] [ 0.66698889 0.45155714 0.40981534 0.66008483 0.40753775] [ 0.66681913 0.48714072 0.46439555 0.36381695 0.41975667] [ 0.78845113 0.46636935 0.57978764 0.28652606 0.43934673] [ 0.58921054 0.54186749 0.52052671 0.58032588 0.47692247] [ 0.54241349 0.48282039 0.5091329 0.44100112 0.46786299] [ 0.48485288 0.44929851 0.60854499 0.64010721 0.38925663] [ 0.5098345 0.59544481 0.52468624 0.54790089 0.38191139] [ 0.11597114 0.59716803 0.46263356 0.91853078 0.62258694] [ 0.48441696 0.4912196 0.46622836 0.66964235 0.34036791] [ 0.65402508 0.55887165 0.49648779 0.53991567 0.43745915] [ 0.55400504 0.56050504 0.58435021 0.47572469 0.38282342] [ 0.68775375 0.47363267 0.57042362 0.36643597 0.43788858] [ 0.31819885 0.60301473 0.46316414 0.81401169 0.57785966] [ 0.63268769 0.44568943 0.56884253 0.47260293 0.43860645] [ 0.70033261 0.45101488 0.37484381 0.37259955 0.31996567] [ 0.60946912 0.45177988 0.64118734 0.3203192 0.56251535] [ 0.43931701 0.43351966 0.48917498 0.73733405 0.29022318] [ 0.72915851 0.54706549 0.44580594 0.45957138 0.43088794] [ 0.44219678 0.63333688 0.48373997 0.52659465 0.50026796] [ 0.65708727 0.48380522 0.52339772 0.46392332 0.44460456] [ 0.6890348 0.33875633 0.43330178 0.35061558 0.44519701] [ 0.3145245 0.48407067 0.44909084 0.53489158 0.54178199] [ 0.33277334 0.56746601 0.35297889 0.72879429 0.34384771] [ 0.6949466 0.45990406 0.42681049 0.47982243 0.30644934] [ 0.37084928 0.56481049 0.26050248 0.81922245 0.46871422] [ 0.56872182 0.56475368 0.3040692 0.63282637 0.31524057] [ 0.49999854 0.45726386 0.51465437 0.52507585 0.36175139] [ 0.8126433 0.43531309 0.56357045 0.31596737 0.47012982] [ 0.81441534 0.37338688 0.41185611 0.24542157 0.46835938] [ 0.46074985 0.4912168 0.38711848 0.5645216 0.42888671] [ 0.43303225 0.49171449 0.58920464 0.58282144 0.51244225] [ 0.16380119 0.60702277 0.48483691 0.89659575 0.61209469] [ 0.76618587 0.45459693 0.56083695 0.3363193 0.41489396] [ 0.31545628 0.41239241 0.63923624 0.7664703 0.48992631] [ 0.65814956 0.38763805 0.51296256 0.42666345 0.44250644] [ 0.43746628 0.59303851 0.47490833 0.69264558 0.56511005] [ 0.58128578 0.33661566 0.3474246 0.4761617 0.39325287] [ 0.26669302 0.49132689 0.59780047 0.75481266 0.52999638] [ 0.51722781 0.49917775 0.52029499 0.57797779 0.33840494] [ 0.21756452 0.59749131 0.58191888 0.82524219 0.52110541] [ 0.57868458 0.50089289 0.50122539 0.51783096 0.4438661 ] [ 0.66726427 0.50937489 0.45262775 0.24441683 0.43629436] [ 0.59763895 0.4575946 0.59424424 0.57124079 0.57043642] [ 0.50029471 0.49341064 0.40465 0.71039947 0.56690607] [ 0.6281841 0.38262074 0.36851068 0.5909578 0.39346087] [ 0.4795044 0.65426532 0.42933675 0.74251846 0.50927708] [ 0.18766338 0.51271099 0.51195299 0.77848406 0.40628722] [ 0.53284411 0.48483612 0.50813286 0.58428556 0.39353929] [ 0.69354659 0.44531122 0.44891417 0.34035574 0.43562048] [ 0.59705541 0.49183328 0.46915176 0.48298849 0.39715042] [ 0.64458735 0.39908356 0.48853374 0.50488012 0.38466995] [ 0.2654421 0.60913632 0.4922863 0.7762153 0.53532235] [ 0.47282239 0.32428595 0.55642332 0.61019285 0.65131331] [ 0.13264047 0.42958489 0.59701572 0.87674663 0.58749973] [ 0.45713108 0.35803248 0.56633744 0.55764824 0.34134069] [ 0.75741764 0.33573653 0.49976585 0.42751731 0.3541034 ] [ 0.51817052 0.47315343 0.5397719 0.54626099 0.42274865] [ 0.62570015 0.4773629 0.59463358 0.30211393 0.57004728] [ 0.19283214 0.50208375 0.52083697 0.8661427 0.52141052] [ 0.38074539 0.50029856 0.5431697 0.57734596 0.51271496] [ 0.77567277 0.49563769 0.51381412 0.18595521 0.32560524] [ 0.79055634 0.42587996 0.5635319 0.36941838 0.36098718] [ 0.75311655 0.54889217 0.52002651 0.34899421 0.58739698] [ 0.60184003 0.61193045 0.32145334 0.46387056 0.40426035] [ 0.77721396 0.3837214 0.59616937 0.22895621 0.41667728] [ 0.69357176 0.60570456 0.4497602 0.39162761 0.40026364] [ 0.1660277 0.52006142 0.48530054 0.83785429 0.57299395] [ 0.43679857 0.58256446 0.48456713 0.6602404 0.50506106] [ 0.48062978 0.45523316 0.58883193 0.53282652 0.46979019] [ 0.7329383 0.32266969 0.47617537 0.18036576 0.39693034] [ 0.48917878 0.50772909 0.30413653 0.49777754 0.40904117] [ 0.17614649 0.43208829 0.54365814 0.76608911 0.47415286] [ 0.14297451 0.44403082 0.39307237 0.89883425 0.54788357] [ 0.73977562 0.45518041 0.28892743 0.40742644 0.38159854] [ 0.47609849 0.39914796 0.60628579 0.71952778 0.36063639] [ 0.70522494 0.50706826 0.59032385 0.43412073 0.41579173] [ 0.67958365 0.37790398 0.50467703 0.36958495 0.52607015] [ 0.49573037 0.41112585 0.66142561 0.65692819 0.4356346 ] [ 0.65253594 0.47020252 0.52634867 0.39916628 0.29557351] [ 0.81765069 0.38668991 0.44691495 0.37604601 0.35903843] [ 0.15687101 0.56754844 0.54895998 0.88830195 0.56803127] [ 0.25410947 0.57661779 0.46464842 0.88868686 0.5153426 ] [ 0.53800402 0.36768518 0.60819982 0.48464489 0.39874483] [ 0.40028554 0.40091817 0.5170153 0.79064326 0.45863722] [ 0.57147509 0.45155193 0.61325174 0.49311018 0.42468745] [ 0.48210806 0.38908394 0.59816291 0.54883305 0.57232255] [ 0.43528501 0.65144183 0.55283867 0.73896244 0.48814407] [ 0.28410024 0.52520625 0.47209079 0.70130386 0.5221723 ] [ 0.44524739 0.5135698 0.48315497 0.44120786 0.34019499] [ 0.55052649 0.54635615 0.58558131 0.54657556 0.410543 ] [ 0.63245527 0.48755135 0.54156417 0.55960943 0.41793741] [ 0.7963539 0.39299954 0.58764003 0.37935476 0.36563798] Progress: 10.1% ... Training loss: 0.741 ... Validation loss: 1.281[ 0.25400907 0.51074119 0.56111577 0.88171438 0.56904348] [ 0.50013994 0.43380478 0.55065476 0.61978973 0.46490559] [ 0.73996793 0.47690314 0.53164342 0.20528916 0.47952521] [ 0.72079311 0.47872298 0.47130074 0.29429362 0.39505865] [ 0.54821016 0.48411903 0.38213382 0.65828145 0.37384813] [ 0.6139957 0.51242768 0.42779343 0.62855961 0.30483892] [ 0.4721641 0.41619018 0.46805223 0.63790789 0.46776326] [ 0.51788995 0.4479264 0.71420994 0.6730275 0.41515939] [ 0.4679006 0.60789688 0.27220885 0.59555267 0.38739338] [ 0.40623806 0.56729941 0.38310791 0.7693951 0.41378539] [ 0.19348909 0.41116602 0.44022575 0.81593089 0.52421876] [ 0.25764102 0.65980849 0.46446959 0.814708 0.47644576] [ 0.42326276 0.49800186 0.46979901 0.60801144 0.35072391] [ 0.82675171 0.40781316 0.56125951 0.32689081 0.37978775] [ 0.32860403 0.43152735 0.59490978 0.78658977 0.49194475] [ 0.6857103 0.49305276 0.4317864 0.3924837 0.40992935] [ 0.76487276 0.52232231 0.59064707 0.22779565 0.46651913] [ 0.50109545 0.42463063 0.6175064 0.32451444 0.56980344] [ 0.62679509 0.4690923 0.55462664 0.42565142 0.46623846] [ 0.47147636 0.51802868 0.46021898 0.59841361 0.34392107] [ 0.7266378 0.44446434 0.52550217 0.36085446 0.41197772] [ 0.55351077 0.43558913 0.41971797 0.71847679 0.3458031 ] [ 0.60445438 0.52360598 0.27808347 0.59902886 0.46140951] [ 0.57748396 0.54024916 0.48413901 0.47916123 0.42912119] [ 0.50201177 0.61589186 0.41698719 0.72175449 0.34974344] [ 0.63767521 0.42504861 0.53979581 0.38482666 0.42938274] [ 0.26654874 0.67009706 0.37281278 0.86324775 0.50996497] [ 0.61937811 0.46486838 0.57413812 0.23817691 0.55104937] [ 0.27145641 0.43347822 0.49673964 0.78371167 0.3959633 ] [ 0.51351542 0.56813208 0.55855545 0.70452852 0.29539568] [ 0.5223727 0.53832061 0.63705956 0.45001905 0.47177842] [ 0.62011446 0.44679709 0.5646498 0.39911264 0.56199461] [ 0.68078653 0.52183905 0.3540658 0.37107618 0.33809693] [ 0.70987299 0.36734205 0.57347126 0.22734652 0.37072357] [ 0.33576677 0.65550993 0.46697389 0.71927011 0.57090969] [ 0.79260691 0.4303692 0.43925165 0.36411422 0.34150341] [ 0.65250751 0.59570334 0.47435784 0.34471881 0.4059781 ] [ 0.75618347 0.46335364 0.47380888 0.27352489 0.41350882] [ 0.7935536 0.45340492 0.46641133 0.33112381 0.39887519] [ 0.55184645 0.3833969 0.47000309 0.74207163 0.37474441] [ 0.56395393 0.52627817 0.39587874 0.56670401 0.30918171] [ 0.40444627 0.56556041 0.44841454 0.77837508 0.58103362] [ 0.17617835 0.52745302 0.49395223 0.79341226 0.48590259] [ 0.56104142 0.52283299 0.38190421 0.57914984 0.35722335] [ 0.75619024 0.3398373 0.39279435 0.46123618 0.39315486] [ 0.76246605 0.48764219 0.50838497 0.19368165 0.40255133] [ 0.37384693 0.40647949 0.47911792 0.55164157 0.58532888] [ 0.2731466 0.57044137 0.58677523 0.66598266 0.52370218] [ 0.82138529 0.37821846 0.57180801 0.17610089 0.37412599] [ 0.17242701 0.50100206 0.43369995 0.87787659 0.49677941] [ 0.2708343 0.59193844 0.47413124 0.69627215 0.42089245] [ 0.2265468 0.65094175 0.45610311 0.76455689 0.55739415] [ 0.7974187 0.50681894 0.3972813 0.30753545 0.29423476] [ 0.63793435 0.39761591 0.5292629 0.28939418 0.36223302] [ 0.61745396 0.41570027 0.64666077 0.30388789 0.52206044] [ 0.46922028 0.41542552 0.52249304 0.53375471 0.5495903 ] [ 0.57796374 0.4245101 0.53712851 0.30015312 0.38275669] [ 0.81262999 0.45341775 0.50181195 0.2071386 0.29834198] [ 0.67399553 0.53288819 0.5118901 0.49590673 0.44397934] [ 0.53755896 0.4192791 0.53549079 0.59548965 0.61600999] [ 0.75035651 0.34672745 0.45985122 0.16507743 0.40404287] [ 0.46762549 0.53804929 0.51573248 0.60663244 0.50737224] [ 0.81071197 0.55180168 0.60804778 0.33114483 0.44024989] [ 0.51855336 0.42959732 0.54774316 0.36524864 0.49561334] [ 0.36806139 0.51917789 0.3769894 0.81365349 0.32250262] [ 0.63166718 0.56061151 0.40296793 0.66532385 0.52963151] [ 0.67248869 0.43545683 0.43804025 0.43220997 0.48166761] [ 0.61175051 0.4815432 0.60082108 0.35451174 0.46716771] [ 0.49310911 0.53501996 0.44822946 0.54527786 0.49286247] [ 0.81396765 0.32592313 0.61157555 0.09432248 0.36988526] [ 0.65743576 0.50072668 0.49952335 0.4220188 0.3871848 ] [ 0.70502292 0.32226176 0.5340028 0.31958792 0.54674795] [ 0.32098849 0.43282248 0.45022694 0.80100403 0.51275123] [ 0.13270996 0.4570586 0.38730502 0.92746858 0.41988448] [ 0.38832418 0.46985642 0.62582607 0.65656987 0.49635598] [ 0.70716139 0.40550997 0.48579865 0.25738163 0.42714736] [ 0.65443922 0.56036879 0.37374613 0.44932185 0.34555101] [ 0.24369666 0.45357317 0.48205335 0.79134008 0.42498109] [ 0.56290145 0.40136895 0.51521787 0.32004975 0.41615485] [ 0.67061953 0.43572763 0.57737462 0.42759426 0.446987 ] [ 0.57527242 0.4249788 0.50510617 0.39809995 0.37378309] [ 0.56616961 0.45370121 0.52386855 0.40106501 0.54609049] [ 0.42344291 0.47401173 0.44185834 0.63350366 0.61044833] [ 0.53212241 0.52366193 0.45205022 0.57550668 0.36228634] [ 0.41609311 0.3969257 0.502218 0.66269491 0.29394973] [ 0.30739472 0.49252701 0.56425493 0.6582833 0.60639625] [ 0.71428859 0.43770833 0.43798992 0.3401516 0.44971063] [ 0.87070697 0.32265975 0.50711536 0.18343061 0.37030238] [ 0.42321273 0.47474516 0.47165446 0.69200871 0.33661758] [ 0.7004325 0.45094664 0.37486464 0.37247089 0.31994116] [ 0.55756492 0.481275 0.55305834 0.59218227 0.44518702] [ 0.56047374 0.49727492 0.39979626 0.43842694 0.50947213] [ 0.47826613 0.43455334 0.53799986 0.52017598 0.39330545] [ 0.71266773 0.34064196 0.53515684 0.21844666 0.39086079] [ 0.70743848 0.46863146 0.39558773 0.35009979 0.34243226] [ 0.69525302 0.37468997 0.4836789 0.3186912 0.38129881] [ 0.62031554 0.53250318 0.50289229 0.5394644 0.43867564] [ 0.34778363 0.54145318 0.57922667 0.76738735 0.54572494] [ 0.53308029 0.57554635 0.46538514 0.57212399 0.55025144] [ 0.52503456 0.3999756 0.61477896 0.30334652 0.60870523] [ 0.50190413 0.53310128 0.67181771 0.52656632 0.51516038] [ 0.31068374 0.49103638 0.55244974 0.68597852 0.39430064] [ 0.55095763 0.46906467 0.4528733 0.516845 0.35525561] [ 0.2901302 0.4857064 0.53181362 0.74379244 0.53156834] [ 0.71946591 0.54668926 0.47418144 0.43593806 0.46023307] [ 0.53161011 0.49546575 0.42310415 0.65378205 0.27331648] [ 0.55288938 0.43460206 0.53601632 0.58057364 0.42192764] [ 0.3206731 0.61960348 0.45639151 0.67485536 0.35787727] [ 0.24004051 0.62495332 0.51670211 0.78788767 0.50699372] [ 0.63280009 0.48969354 0.59104876 0.61570714 0.41362626] [ 0.42724907 0.59578789 0.42983275 0.52781673 0.39819462] [ 0.71608204 0.54842644 0.39646477 0.30975156 0.28012759] [ 0.5307106 0.5998686 0.48082745 0.56799036 0.33850253] [ 0.73020673 0.31941168 0.6450002 0.24432382 0.46346802] [ 0.8075621 0.4186575 0.51389621 0.20151503 0.44395922] [ 0.37734698 0.53519857 0.48064559 0.82905231 0.56726056] [ 0.20337065 0.50316831 0.49582301 0.74620065 0.44241125] [ 0.54701562 0.45624807 0.52327894 0.52715719 0.59112576] [ 0.61065231 0.48379352 0.35736832 0.57488411 0.32478191] [ 0.40790279 0.62393942 0.42101004 0.71312497 0.48592589] [ 0.21680741 0.55589457 0.38958908 0.82235733 0.45139908] [ 0.51394618 0.62948705 0.5807308 0.67972113 0.48503471] [ 0.5597265 0.57062817 0.43575637 0.63979197 0.33205293] [ 0.57709015 0.50538853 0.48441391 0.40613193 0.38346273] [ 0.55543999 0.51942497 0.38286777 0.58150383 0.53278809] [ 0.50515119 0.34694927 0.56246417 0.59238323 0.35410314] [ 0.75112135 0.3868076 0.47215542 0.34295271 0.30933538] [ 0.55351077 0.43558913 0.41971797 0.71847679 0.3458031 ] Progress: 10.2% ... Training loss: 0.740 ... Validation loss: 1.270[ 0.31042462 0.52434978 0.54998583 0.73766061 0.36464195] [ 0.70311793 0.47534695 0.52835469 0.40879297 0.46530688] [ 0.40352477 0.42857021 0.53486709 0.62571901 0.47540739] [ 0.81097926 0.33791279 0.61090642 0.16335755 0.37012917] [ 0.72380871 0.49175718 0.64481953 0.29059177 0.44953797] [ 0.75618882 0.50153272 0.50978212 0.21288192 0.4076662 ] [ 0.41614623 0.53500707 0.49177945 0.61159336 0.49261607] [ 0.75546489 0.46398967 0.57523435 0.3318803 0.4009622 ] [ 0.25565573 0.39685034 0.59956765 0.65222041 0.50569759] [ 0.83103848 0.4828208 0.5193791 0.27128018 0.38809241] [ 0.58255939 0.43604664 0.59772944 0.50247747 0.41105401] [ 0.25129675 0.52015059 0.54956833 0.75656205 0.52580752] [ 0.68319155 0.32958991 0.55633803 0.33849233 0.45322281] [ 0.59538906 0.38273401 0.50944545 0.52075533 0.48712261] [ 0.5192761 0.5499528 0.43654717 0.65563075 0.33396789] [ 0.20153958 0.52980021 0.49925096 0.88299902 0.53738331] [ 0.5108607 0.5493635 0.49785965 0.4957326 0.51607093] [ 0.58686729 0.54384657 0.46554114 0.67403944 0.55672557] [ 0.21629588 0.44935531 0.63040269 0.58890085 0.65647409] [ 0.25226274 0.51178627 0.56080598 0.88219171 0.56943277] [ 0.54595305 0.40057302 0.60109079 0.61742201 0.29812668] [ 0.62565972 0.49847981 0.46101683 0.42792296 0.42962456] [ 0.60646128 0.37836879 0.46059337 0.3743254 0.44232971] [ 0.56587389 0.44829734 0.57915618 0.44756355 0.50049444] [ 0.49082587 0.69219445 0.38380068 0.60410899 0.4536214 ] [ 0.81118198 0.47883236 0.52153982 0.17515064 0.40775433] [ 0.65218837 0.48411168 0.45252458 0.43153143 0.29463106] [ 0.59588852 0.54101918 0.59753506 0.28945321 0.56399856] [ 0.70762766 0.6204123 0.56604353 0.47118404 0.4675918 ] [ 0.30371734 0.31213591 0.59820942 0.77847772 0.37312115] [ 0.77310171 0.53216608 0.53153593 0.34915817 0.36121448] [ 0.6874571 0.38220594 0.48862784 0.36132812 0.43119753] [ 0.74770691 0.51663397 0.55404734 0.2678342 0.53731079] [ 0.73573427 0.61073092 0.55645052 0.48366469 0.38178608] [ 0.21676161 0.5197345 0.49230186 0.79149297 0.37003673] [ 0.61167658 0.43498307 0.5468081 0.47781598 0.48207848] [ 0.88873279 0.43396349 0.51383307 0.12688942 0.30147058] [ 0.57676533 0.53391093 0.48356988 0.5381687 0.33349909] [ 0.53170324 0.46045837 0.42793569 0.33465483 0.36459308] [ 0.19495695 0.65097738 0.51492079 0.83191702 0.63892086] [ 0.7920877 0.45817764 0.49604181 0.2780914 0.28385913] [ 0.65584919 0.55826743 0.59391514 0.38008578 0.51908461] [ 0.27466679 0.53775692 0.5968077 0.78570865 0.42648396] [ 0.77098299 0.40944804 0.61948797 0.18898051 0.50394303] [ 0.34144029 0.43602603 0.32656977 0.7822991 0.40592173] [ 0.30617828 0.64351265 0.25568491 0.78762381 0.41342862] [ 0.17004088 0.44828132 0.61988957 0.75275581 0.63668719] [ 0.64440643 0.38687443 0.57056025 0.41859819 0.43930776] [ 0.75946304 0.43438417 0.42204332 0.26859153 0.33404501] [ 0.46635061 0.60850016 0.27205829 0.59630997 0.38762037] [ 0.47270685 0.55546046 0.58535095 0.76461389 0.45472511] [ 0.47174353 0.49331405 0.36699431 0.54711987 0.45874875] [ 0.36455454 0.52685955 0.50076458 0.55240178 0.32895109] [ 0.76414682 0.41962088 0.54525783 0.40321283 0.35106573] [ 0.82023544 0.45890497 0.60652739 0.38951708 0.41601407] [ 0.61767057 0.29591598 0.6132679 0.38667009 0.33464457] [ 0.72380871 0.49175718 0.64481953 0.29059177 0.44953797] [ 0.37253499 0.48914086 0.46941328 0.48268498 0.4649765 ] [ 0.45316952 0.44264561 0.60976443 0.66823094 0.4421299 ] [ 0.70546907 0.41446451 0.65026014 0.34372128 0.45269135] [ 0.17081827 0.51559778 0.49964149 0.84283557 0.44758988] [ 0.62122333 0.3735211 0.50592722 0.273521 0.4504145 ] [ 0.23345233 0.45764192 0.51409972 0.71920941 0.57630146] [ 0.47294753 0.48463053 0.54980437 0.58742324 0.43939685] [ 0.50479635 0.43265407 0.6233081 0.57504981 0.43380843] [ 0.62216616 0.56631696 0.57112813 0.55991658 0.36902713] [ 0.39473635 0.38097881 0.49237206 0.72223753 0.38782092] [ 0.58279259 0.43757426 0.51909984 0.44114745 0.35800844] [ 0.30596632 0.51490136 0.53656648 0.7467324 0.49897253] [ 0.59741478 0.56909555 0.45018131 0.42373347 0.55106747] [ 0.54608988 0.54690664 0.53823986 0.64532806 0.41302839] [ 0.12681705 0.54886881 0.39425197 0.92773804 0.49839976] [ 0.59539169 0.42675104 0.55887987 0.4566973 0.3580147 ] [ 0.25320011 0.52160894 0.53879433 0.7730006 0.57820175] [ 0.38811926 0.6005282 0.50907543 0.50034734 0.48305564] [ 0.59983849 0.34255527 0.52608925 0.24989968 0.62173828] [ 0.38720257 0.47527565 0.54662434 0.77153468 0.49409594] [ 0.41520326 0.49408738 0.43827851 0.61848188 0.43531801] [ 0.7885569 0.4715255 0.3878974 0.27082072 0.30480728] [ 0.16547536 0.46311765 0.44953981 0.89853582 0.48003362] [ 0.61222067 0.5206068 0.44641622 0.43422955 0.48475257] [ 0.71527928 0.47620292 0.44781473 0.29291974 0.42389106] [ 0.54755329 0.4940667 0.56303862 0.68495209 0.40298651] [ 0.53345172 0.41305154 0.38823419 0.62226751 0.36579352] [ 0.66624062 0.3308208 0.57794745 0.4417479 0.44115066] [ 0.73506842 0.53332508 0.54675988 0.38297119 0.46657684] [ 0.40320548 0.50066871 0.4040583 0.63169702 0.33621797] [ 0.44012474 0.46255409 0.4695831 0.57089509 0.37947398] [ 0.58730363 0.49126452 0.52847024 0.41502258 0.40272284] [ 0.61441252 0.42939283 0.51849155 0.21218928 0.5094712 ] [ 0.72075754 0.36478079 0.5792749 0.32425162 0.39735789] [ 0.49893281 0.3436781 0.44715182 0.5697821 0.48038498] [ 0.56321456 0.50174382 0.40014056 0.34506847 0.38604665] [ 0.48279553 0.28029828 0.49230716 0.60162424 0.39196772] [ 0.15609297 0.56771246 0.32294775 0.92297646 0.43150168] [ 0.63265353 0.36629057 0.61055336 0.45898069 0.41010057] [ 0.78526756 0.28763528 0.580068 0.29046452 0.40043385] [ 0.54011436 0.47641877 0.3808758 0.49924272 0.30740015] [ 0.38960876 0.43458255 0.52862938 0.73978636 0.43170555] [ 0.47567029 0.43154706 0.68450611 0.54254517 0.44685674] [ 0.47664034 0.59163515 0.52987347 0.59815371 0.43374588] [ 0.67206018 0.38266876 0.6642961 0.28427087 0.50816346] [ 0.40713581 0.43560288 0.46722017 0.84296877 0.3517941 ] [ 0.37239951 0.51009671 0.5465526 0.69031544 0.50149815] [ 0.61120018 0.52956769 0.46356202 0.53332324 0.4358841 ] [ 0.77151589 0.35177816 0.43822284 0.36367309 0.38903572] [ 0.39338126 0.492855 0.54263384 0.75155206 0.53954007] [ 0.45785645 0.50340171 0.37820104 0.51271284 0.48054348] [ 0.59105139 0.49097293 0.42939631 0.57458451 0.27737446] [ 0.5701834 0.49254096 0.55112347 0.38933725 0.34998426] [ 0.41909131 0.49643554 0.43895928 0.60504685 0.38279334] [ 0.70437556 0.41506876 0.52545706 0.27441467 0.41823602] [ 0.51644571 0.3562529 0.64967871 0.54631367 0.4499088 ] [ 0.15486138 0.50519241 0.57681858 0.84148782 0.54148331] [ 0.47700494 0.56241235 0.51642725 0.61823333 0.5493807 ] [ 0.41681837 0.39235642 0.56903824 0.53159626 0.5379347 ] [ 0.15924873 0.51514617 0.47130899 0.8824643 0.52755641] [ 0.51695508 0.45015876 0.55920886 0.44354808 0.42131008] [ 0.60830212 0.44627023 0.63582252 0.46135818 0.45608998] [ 0.66245762 0.37129862 0.66237956 0.32406387 0.37915586] [ 0.32692766 0.64563968 0.53275939 0.80367029 0.55362331] [ 0.55675431 0.54972379 0.36905968 0.65274287 0.34974872] [ 0.69671908 0.49833359 0.46839447 0.1878495 0.49222742] [ 0.50317758 0.37924838 0.4275305 0.51035994 0.59390926] [ 0.48590135 0.4561887 0.55799119 0.45489646 0.51042169] [ 0.85394006 0.39279814 0.49916867 0.24221668 0.33508308] [ 0.31985769 0.49429339 0.46427811 0.75680411 0.39214976] [ 0.25985983 0.61956167 0.55684545 0.8529302 0.5182093 ] Progress: 10.2% ... Training loss: 0.740 ... Validation loss: 1.274[ 0.39564559 0.59908162 0.2896826 0.72394577 0.38987014] [ 0.38135098 0.45741234 0.54258604 0.73436235 0.41814225] [ 0.2868172 0.56973689 0.4401415 0.81945409 0.48069091] [ 0.80455419 0.40733565 0.54420976 0.29068243 0.43924819] [ 0.75560557 0.37692565 0.3503049 0.38755296 0.34284263] [ 0.32582364 0.5137073 0.49880018 0.70451898 0.32367611] [ 0.363255 0.46666803 0.50338425 0.7343171 0.36333811] [ 0.22811842 0.56918565 0.51985926 0.87274743 0.54933292] [ 0.54472183 0.46683906 0.38722268 0.60181008 0.30385054] [ 0.27648455 0.38289311 0.42672068 0.7818868 0.4446963 ] [ 0.74306259 0.57572038 0.4514003 0.31878328 0.45435988] [ 0.36159913 0.32052122 0.67992037 0.67480947 0.4876634 ] [ 0.82114891 0.56598207 0.43063837 0.35512252 0.32442829] [ 0.70561681 0.42446724 0.4488472 0.5286734 0.39936314] [ 0.62215029 0.35061246 0.39355188 0.50335692 0.38004775] [ 0.56364551 0.43405776 0.50045147 0.5285914 0.39263712] [ 0.37335698 0.48894528 0.51105732 0.83462162 0.43339309] [ 0.44891805 0.55648827 0.32074962 0.68652645 0.37095011] [ 0.54155788 0.39607224 0.47885983 0.37243185 0.64411854] [ 0.37882558 0.40801485 0.51305286 0.54179435 0.44360526] [ 0.40527472 0.48075331 0.41058198 0.66810149 0.51712707] [ 0.61798061 0.61181003 0.41232163 0.61285309 0.43632986] [ 0.39099692 0.47896806 0.50286734 0.63478826 0.48943019] [ 0.50081746 0.56660034 0.45368397 0.74426282 0.41741294] [ 0.51015558 0.41870411 0.64123059 0.68897334 0.43754223] [ 0.14005042 0.57349023 0.35620139 0.86881837 0.46280917] [ 0.79863307 0.39694346 0.67028044 0.28074176 0.4112542 ] [ 0.83262798 0.40736519 0.55659953 0.22628765 0.42248306] [ 0.25682868 0.66505533 0.33036448 0.81022848 0.53409576] [ 0.48807297 0.36103605 0.57705628 0.65752449 0.58090882] [ 0.42629892 0.50825582 0.50387068 0.80942123 0.39038384] [ 0.35743493 0.58288392 0.43934504 0.75842091 0.4218237 ] [ 0.40243559 0.39048176 0.44167531 0.75231986 0.45813833] [ 0.73152618 0.61080358 0.37046243 0.53840511 0.45358985] [ 0.65253988 0.39179561 0.59926044 0.37135478 0.46888307] [ 0.63793646 0.47876329 0.4809152 0.39796167 0.36535794] [ 0.74280336 0.4940296 0.47885752 0.26072322 0.43339469] [ 0.82332494 0.324278 0.46867892 0.20087766 0.34262647] [ 0.27636538 0.46849716 0.39341116 0.76535393 0.43184128] [ 0.5365784 0.54417972 0.49242522 0.48532427 0.42811557] [ 0.17972825 0.4442078 0.49109232 0.90354823 0.49101085] [ 0.61893225 0.51853485 0.45450698 0.54297666 0.36229254] [ 0.34937842 0.5492868 0.5507022 0.77283953 0.48996651] [ 0.61712846 0.45224587 0.43475292 0.27366971 0.43279631] [ 0.68089053 0.48461344 0.46192692 0.31513914 0.42891085] [ 0.19761095 0.48539166 0.39205456 0.85386994 0.40049136] [ 0.77309719 0.45408085 0.59701411 0.27429256 0.40782927] [ 0.56932247 0.37023385 0.55621919 0.58298886 0.34067845] [ 0.27027556 0.50445328 0.39438404 0.84020867 0.44109596] [ 0.42761322 0.50924447 0.26254331 0.63112808 0.45085787] [ 0.19792274 0.50369946 0.55069011 0.84429964 0.51126248] [ 0.37874691 0.57153904 0.41487917 0.59426391 0.41606513] [ 0.36204803 0.6380322 0.35729605 0.73569659 0.53761164] [ 0.67965525 0.36570188 0.39054758 0.39937205 0.46259792] [ 0.52884372 0.5512709 0.45892905 0.68631705 0.51119726] [ 0.60077805 0.4302005 0.45761459 0.4953804 0.39655737] [ 0.68757575 0.36921777 0.66208341 0.34579842 0.40345971] [ 0.55523667 0.53078437 0.34380168 0.5934666 0.38565347] [ 0.42637361 0.43839929 0.52115686 0.50040886 0.36769193] [ 0.61924003 0.52573731 0.45666501 0.66088516 0.41813471] [ 0.57949149 0.65968462 0.44360815 0.62341556 0.35193135] [ 0.38659122 0.41589233 0.45332414 0.62685247 0.3687285 ] [ 0.23271995 0.53468497 0.46748934 0.88471921 0.56840984] [ 0.4940509 0.55716972 0.3999211 0.56593512 0.43241593] [ 0.11598444 0.5661656 0.34771659 0.85433709 0.4895998 ] [ 0.5832062 0.30402716 0.47026159 0.49815316 0.45042408] [ 0.50842091 0.43355268 0.68240636 0.63109453 0.38266691] [ 0.64921214 0.45115481 0.44664311 0.46307786 0.30530544] [ 0.61090082 0.54810196 0.39389866 0.56275311 0.29100337] [ 0.33985137 0.63612153 0.3220249 0.70783203 0.40353171] [ 0.46881873 0.40640634 0.44439523 0.77174253 0.37481045] [ 0.59669041 0.64625944 0.37465303 0.5298223 0.49056289] [ 0.81511704 0.59190426 0.41069588 0.37611992 0.27290985] [ 0.47618601 0.54035927 0.35557407 0.78836691 0.51407005] [ 0.17014257 0.67594901 0.3120077 0.89290381 0.4070978 ] [ 0.54842783 0.54364303 0.40630733 0.54955025 0.50543407] [ 0.71980315 0.4697424 0.42593133 0.39885289 0.4412298 ] [ 0.25838388 0.50307572 0.39792437 0.81940799 0.4395102 ] [ 0.67384165 0.51530583 0.45488395 0.40959388 0.45428279] [ 0.62538731 0.49283185 0.51227729 0.37666295 0.56948115] [ 0.35732388 0.40804495 0.70878958 0.56311087 0.58421928] [ 0.17088251 0.44897446 0.51465458 0.84960122 0.51584058] [ 0.24984877 0.42749525 0.57650561 0.67712059 0.52870939] [ 0.60153708 0.58941727 0.49982164 0.56947113 0.34145631] [ 0.29142871 0.61279264 0.34142648 0.83923466 0.63967953] [ 0.67938184 0.40659612 0.5123897 0.36053779 0.41147886] [ 0.8306308 0.36133254 0.46881042 0.2285267 0.40117689] [ 0.80558916 0.45451218 0.47035972 0.22231157 0.38239548] [ 0.74521067 0.50588076 0.47645311 0.34993831 0.35002562] [ 0.54210655 0.31801202 0.50401182 0.50506171 0.62065632] [ 0.4378279 0.53809165 0.44290254 0.69061484 0.4413442 ] [ 0.55087153 0.41353799 0.44921177 0.54670524 0.53707486] [ 0.6332318 0.3484908 0.51620365 0.48692803 0.43501792] [ 0.5194137 0.59550236 0.54707529 0.66493406 0.46001233] [ 0.18160902 0.48907665 0.49473107 0.83629701 0.52916983] [ 0.46099892 0.36214267 0.38648692 0.68891396 0.36305414] [ 0.38658087 0.47194504 0.49004427 0.81757562 0.46968637] [ 0.26245276 0.52912973 0.50108031 0.76206657 0.5184344 ] [ 0.64766956 0.4493326 0.61364324 0.20157394 0.47259443] [ 0.54770412 0.29784961 0.62532325 0.50323215 0.48988399] [ 0.50687752 0.45761061 0.45991664 0.54903374 0.42494695] [ 0.507891 0.54449277 0.54949688 0.47713494 0.34140663] [ 0.18203365 0.49107439 0.54774161 0.85871623 0.60210867] [ 0.61796966 0.46037412 0.57167043 0.3221296 0.48058458] [ 0.13681543 0.50139106 0.52181545 0.82115789 0.41839234] [ 0.29091257 0.56841657 0.54322168 0.77907554 0.51235153] [ 0.69266181 0.33931705 0.56065657 0.34917112 0.51834807] [ 0.69449827 0.41425935 0.41585963 0.24923793 0.3221911 ] [ 0.50864737 0.61043446 0.41695396 0.70038929 0.32940986] [ 0.85997298 0.35605917 0.38082722 0.21460436 0.38940657] [ 0.3624216 0.47736094 0.42729641 0.6177909 0.45738717] [ 0.23727098 0.56219463 0.41440419 0.75085272 0.39734746] [ 0.34668265 0.43386983 0.5325021 0.49815284 0.59191128] [ 0.69591112 0.51242864 0.40586772 0.51347597 0.44858797] [ 0.4239434 0.35365184 0.54996638 0.67003254 0.37636111] [ 0.39099801 0.56075141 0.43087651 0.79290216 0.49037988] [ 0.53566895 0.3935005 0.57003369 0.29593399 0.51513277] [ 0.50981146 0.43222588 0.49415143 0.65332683 0.31815256] [ 0.53661252 0.53878576 0.55835513 0.43772097 0.65173931] [ 0.22341561 0.48449021 0.56271599 0.75912956 0.51724686] [ 0.76489656 0.25665009 0.44863858 0.24033055 0.36073774] [ 0.55088464 0.65091984 0.49511771 0.72684638 0.39898466] [ 0.55161761 0.50274169 0.3819359 0.42035596 0.47379817] [ 0.65116997 0.42537926 0.60346701 0.31596357 0.53324117] [ 0.43849101 0.44466738 0.47018812 0.77546391 0.34070402] [ 0.67141238 0.38524524 0.55950786 0.30924297 0.4943754 ] [ 0.38781202 0.55181349 0.52963227 0.5933374 0.4606685 ] [ 0.82717144 0.54216429 0.46053056 0.39537256 0.38649875] Progress: 10.2% ... Training loss: 0.739 ... Validation loss: 1.272[ 0.53979623 0.59571577 0.36908541 0.57998843 0.38628589] [ 0.37117694 0.45669232 0.50535799 0.46418615 0.48726667] [ 0.20257884 0.44940143 0.56185305 0.75582247 0.43479614] [ 0.62640216 0.47523835 0.62562887 0.45753873 0.40645612] [ 0.80218277 0.33226514 0.53531087 0.24680525 0.39921816] [ 0.38699556 0.42404337 0.44409912 0.66460712 0.34641192] [ 0.43018886 0.44461306 0.53318208 0.64715073 0.47346526] [ 0.59808126 0.50726999 0.43280059 0.56140903 0.38487792] [ 0.52881342 0.30475833 0.58975594 0.58843833 0.41133524] [ 0.75540958 0.55587466 0.39982197 0.30078265 0.39483418] [ 0.25562223 0.53413773 0.40940804 0.75135841 0.40463085] [ 0.70381187 0.52090904 0.43111294 0.43664354 0.37129155] [ 0.47988867 0.53393709 0.45302418 0.4907249 0.41183068] [ 0.32429904 0.36373885 0.66302332 0.73284158 0.5532779 ] [ 0.21489408 0.64310586 0.48727086 0.85985821 0.55826998] [ 0.49642629 0.37201438 0.61631631 0.532431 0.43414738] [ 0.31534576 0.60803998 0.5893525 0.84276231 0.59267201] [ 0.7305949 0.37231636 0.5389436 0.33394443 0.42779338] [ 0.77240243 0.41551963 0.4036442 0.38647182 0.40931703] [ 0.83305018 0.30852713 0.57457528 0.08856219 0.34288998] [ 0.12461462 0.44353057 0.5820037 0.92206221 0.67635264] [ 0.28954336 0.49732847 0.45485327 0.7307374 0.47601741] [ 0.61123374 0.4025949 0.50488862 0.47809488 0.43961083] [ 0.42346766 0.44665995 0.45567827 0.66140912 0.57726681] [ 0.43452688 0.59816506 0.46305563 0.61741348 0.49994006] [ 0.54692991 0.41293847 0.54248472 0.45841583 0.48645316] [ 0.22795214 0.44777841 0.4937705 0.82177027 0.5301778 ] [ 0.14198122 0.46295194 0.5614467 0.73596563 0.42900058] [ 0.62229882 0.52101465 0.43159593 0.29422829 0.44097977] [ 0.19172968 0.52734768 0.59002367 0.82414302 0.63856317] [ 0.53671489 0.47108217 0.50469565 0.33988371 0.35009057] [ 0.50248843 0.52715513 0.51054548 0.45077515 0.3633125 ] [ 0.68986371 0.49729711 0.3705611 0.54660825 0.37528903] [ 0.77877419 0.44633815 0.52834944 0.39933163 0.32585734] [ 0.81231589 0.36546214 0.50756319 0.38951536 0.51236586] [ 0.42690789 0.40589595 0.5332812 0.65932462 0.36140756] [ 0.46391991 0.49630105 0.51863388 0.52102755 0.62667091] [ 0.26939662 0.56866823 0.53173561 0.79783203 0.44052529] [ 0.36493168 0.45931313 0.43125047 0.78159129 0.51644108] [ 0.75126078 0.49338451 0.6084808 0.36392315 0.40207362] [ 0.57738038 0.44670629 0.35202687 0.55467258 0.55020624] [ 0.70576539 0.35403593 0.51160442 0.37288497 0.42095073] [ 0.51275413 0.5576305 0.50265527 0.59912657 0.41145164] [ 0.5430213 0.44316741 0.58392696 0.49352702 0.43666716] [ 0.48431454 0.42257585 0.52164276 0.4980253 0.45811226] [ 0.77881994 0.47329667 0.56674385 0.17896644 0.48605381] [ 0.26462112 0.48842804 0.44368934 0.79378388 0.39336051] [ 0.49636855 0.5887993 0.44771508 0.44600073 0.4718448 ] [ 0.63360439 0.53590353 0.2793774 0.37276454 0.36296105] [ 0.61469426 0.58581071 0.39619748 0.70958944 0.41768303] [ 0.36758311 0.46123902 0.50158185 0.45679015 0.49399288] [ 0.73449167 0.43771791 0.52241961 0.17582209 0.46443147] [ 0.18152549 0.53756113 0.47312236 0.84206119 0.38221157] [ 0.42235647 0.51931993 0.44597061 0.76553737 0.337396 ] [ 0.7585196 0.44854445 0.59858762 0.25641424 0.45556108] [ 0.68578627 0.37347836 0.45874066 0.36174778 0.36509838] [ 0.47759677 0.48174575 0.51420525 0.38601488 0.4723736 ] [ 0.47982682 0.45055022 0.52673245 0.57708145 0.27328008] [ 0.60071606 0.42555363 0.56783836 0.51984846 0.32941174] [ 0.36302221 0.48835984 0.65011046 0.70410881 0.49331289] [ 0.58215224 0.36224031 0.64459777 0.47075276 0.47293788] [ 0.52194439 0.4826124 0.57268264 0.3295264 0.64691202] [ 0.35746201 0.58297812 0.4393187 0.75842289 0.42186699] [ 0.69222766 0.46233368 0.56319852 0.40897411 0.33774128] [ 0.373289 0.47281226 0.31098916 0.73702223 0.47923873] [ 0.47736112 0.52326819 0.4776449 0.47675356 0.53781898] [ 0.25624841 0.50013066 0.46360515 0.83080012 0.45382085] [ 0.7268903 0.49499051 0.54083614 0.54036558 0.48056736] [ 0.83142594 0.36060977 0.4690298 0.227924 0.40089598] [ 0.79674086 0.56184177 0.50843189 0.34771177 0.37267383] [ 0.49314875 0.34957396 0.4444179 0.57016297 0.45403308] [ 0.55799648 0.55692857 0.3953473 0.68069399 0.57724865] [ 0.59439206 0.31052011 0.51037113 0.60777247 0.38088068] [ 0.40323508 0.50547707 0.34076782 0.68295772 0.39684048] [ 0.49600383 0.463289 0.52710553 0.50405117 0.40503214] [ 0.72042209 0.38891562 0.48068936 0.41566062 0.44088985] [ 0.33839823 0.60406989 0.44667586 0.82304393 0.48243191] [ 0.58301078 0.56996177 0.35616926 0.62202205 0.42977066] [ 0.6548492 0.54681397 0.50979172 0.44429993 0.46558244] [ 0.10767643 0.48439008 0.53756508 0.87116216 0.59189838] [ 0.57062696 0.45988775 0.60275761 0.51242643 0.41918173] [ 0.58757921 0.49100131 0.63769677 0.47001414 0.39492609] [ 0.68903163 0.37058326 0.41249267 0.48781854 0.38635456] [ 0.3760072 0.47023893 0.41378902 0.76102608 0.33452262] [ 0.53256135 0.59226356 0.64966377 0.58150686 0.46833328] [ 0.70171247 0.38682632 0.37225948 0.56299641 0.32271128] [ 0.41191208 0.44423517 0.43306514 0.70080474 0.41179626] [ 0.37313373 0.59128985 0.38269968 0.72698731 0.56531531] [ 0.59911363 0.46939179 0.51519025 0.36988692 0.49282822] [ 0.63544372 0.470258 0.38858626 0.60003018 0.46306188] [ 0.29404292 0.70952041 0.31796223 0.80439367 0.42250095] [ 0.64312674 0.55838922 0.38520723 0.47588242 0.44915243] [ 0.63674986 0.48636233 0.5266936 0.56683454 0.4347571 ] [ 0.4702343 0.34548905 0.5014928 0.5947714 0.31155852] [ 0.52194439 0.4826124 0.57268264 0.3295264 0.64691202] [ 0.59714729 0.51070948 0.59735357 0.37580237 0.56993143] [ 0.67071353 0.42051227 0.42036155 0.33699054 0.36907824] [ 0.81036653 0.46532822 0.58412567 0.35675001 0.39876429] [ 0.20538312 0.48244983 0.5212186 0.78699797 0.55450719] [ 0.44037979 0.57160641 0.53402917 0.66355548 0.43775287] [ 0.72881176 0.4761221 0.50373642 0.33112105 0.32429512] [ 0.4000947 0.33820779 0.5496642 0.74309138 0.38646154] [ 0.29696013 0.64535758 0.3296749 0.82517541 0.5008405 ] [ 0.80810661 0.3928419 0.43040653 0.36051727 0.42526568] [ 0.61575061 0.43583022 0.44230881 0.43248172 0.44058747] [ 0.49890148 0.45732474 0.52174771 0.67310013 0.38355328] [ 0.55689776 0.46224313 0.50707199 0.76070549 0.35430173] [ 0.19621477 0.56585707 0.42190345 0.87747498 0.50569188] [ 0.55842939 0.39653813 0.54800047 0.67745791 0.32294878] [ 0.33340723 0.50271942 0.58728416 0.74258882 0.39410672] [ 0.28919407 0.50422741 0.53898277 0.78788406 0.44282532] [ 0.43924848 0.45190235 0.38861149 0.47720067 0.46093481] [ 0.61549552 0.31824826 0.50691662 0.37882492 0.38771865] [ 0.31461908 0.66984881 0.38545365 0.87130696 0.42326232] [ 0.29514864 0.48543458 0.55447928 0.72375173 0.33499422] [ 0.74710345 0.3712755 0.67846981 0.27426682 0.39022813] [ 0.40298831 0.50098314 0.40397558 0.63172886 0.33632976] [ 0.66907381 0.47459858 0.50292205 0.54627488 0.46318119] [ 0.39214098 0.50705735 0.66528088 0.71414949 0.57760342] [ 0.47000902 0.47701102 0.56128189 0.61823784 0.50165417] [ 0.61834146 0.37436071 0.59721013 0.36132999 0.49427563] [ 0.78276536 0.42610946 0.53662226 0.32871837 0.39871915] [ 0.6041432 0.38117098 0.57416847 0.26320103 0.52927439] [ 0.75506963 0.50125778 0.41806966 0.38845698 0.40190649] [ 0.41896163 0.30696495 0.46116269 0.71024106 0.39187874] [ 0.29556426 0.51353939 0.61910606 0.67302405 0.57243709] [ 0.20122882 0.53280769 0.46118332 0.74843079 0.44528629] [ 0.61147107 0.35801332 0.49466084 0.50093941 0.48366848] Progress: 10.3% ... Training loss: 0.738 ... Validation loss: 1.271[ 0.70698819 0.44384701 0.52172707 0.33875442 0.35597563] [ 0.19792751 0.54631175 0.48349517 0.84407701 0.39184127] [ 0.62555712 0.51139066 0.53894987 0.47313736 0.30136216] [ 0.49614099 0.51175895 0.3846386 0.59605078 0.44199536] [ 0.81667342 0.32389087 0.61220616 0.09354091 0.36904549] [ 0.57355583 0.52629553 0.59603925 0.51064297 0.36037213] [ 0.43544724 0.56727329 0.37343701 0.6712135 0.52624229] [ 0.51209084 0.49869938 0.49670965 0.50081315 0.40226189] [ 0.4557416 0.54719966 0.50966588 0.65788266 0.54189239] [ 0.13834347 0.50258314 0.53063604 0.79064026 0.4446622 ] [ 0.39983193 0.47821322 0.57341561 0.59788599 0.58144212] [ 0.47624541 0.53552082 0.45662988 0.44498709 0.52336933] [ 0.24678398 0.5671927 0.40616708 0.84617733 0.63846907] [ 0.76261055 0.32718501 0.54988464 0.30248273 0.40784165] [ 0.29787581 0.42679975 0.53423696 0.8529425 0.57497101] [ 0.19014641 0.41701749 0.50339381 0.88828075 0.49130801] [ 0.62127177 0.40788177 0.55232236 0.2618198 0.47764388] [ 0.44923507 0.50246433 0.46649583 0.60916286 0.51730617] [ 0.73235109 0.27796301 0.44055497 0.37591352 0.33941378] [ 0.50088149 0.52659116 0.54567275 0.6525375 0.39748129] [ 0.61310863 0.3730594 0.5419924 0.5611219 0.56604619] [ 0.3639042 0.50976709 0.34306231 0.56426171 0.45882718] [ 0.39853391 0.48010037 0.53910499 0.79408753 0.41959843] [ 0.55454766 0.49314077 0.48319097 0.39345996 0.53419646] [ 0.58326668 0.33663815 0.60061902 0.53461228 0.34356377] [ 0.60975075 0.57999449 0.43905048 0.56249871 0.36138969] [ 0.73228967 0.44389721 0.41987197 0.42716102 0.32560618] [ 0.52292222 0.51811834 0.47431767 0.55111321 0.45737014] [ 0.63479414 0.41830317 0.51677307 0.61352746 0.37096074] [ 0.61528535 0.48339169 0.33833041 0.74295136 0.39383363] [ 0.27379389 0.50987707 0.35121337 0.80666505 0.43168886] [ 0.18184493 0.51638213 0.41584119 0.85317959 0.46258059] [ 0.76899935 0.45975531 0.55479455 0.45806796 0.39913318] [ 0.23844924 0.55377642 0.40890988 0.77808292 0.5963909 ] [ 0.49492279 0.43688257 0.54716166 0.54968872 0.64402571] [ 0.80937766 0.61551352 0.25502032 0.48197922 0.27411965] [ 0.36215958 0.60146437 0.46196143 0.77902971 0.48847142] [ 0.49084614 0.37231702 0.56662587 0.37373543 0.46883597] [ 0.36235231 0.46735247 0.50319114 0.73481814 0.36358161] [ 0.30498695 0.40672196 0.36443829 0.74386874 0.46630438] [ 0.26518673 0.61490632 0.41026842 0.79063936 0.42249254] [ 0.54520575 0.39898805 0.53602633 0.51610114 0.3541147 ] [ 0.52392282 0.41108739 0.48292973 0.62047998 0.46517185] [ 0.74800051 0.37752318 0.51327817 0.40977527 0.56946184] [ 0.39543933 0.50771621 0.48681645 0.69363391 0.58623018] [ 0.54791235 0.53912221 0.47351954 0.58648875 0.57205915] [ 0.33810758 0.41153548 0.64832278 0.64905519 0.38400748] [ 0.31460975 0.56497032 0.46418391 0.78511839 0.52786391] [ 0.23240097 0.60992871 0.3794909 0.89209517 0.48938831] [ 0.13344292 0.56512337 0.50894639 0.90028711 0.52704828] [ 0.79514613 0.45225009 0.46674705 0.32987571 0.3984445 ] [ 0.54500952 0.49634508 0.38294273 0.4251189 0.41671387] [ 0.65015729 0.55708497 0.49968581 0.49071259 0.36960052] [ 0.73772593 0.44151881 0.49595499 0.54003836 0.39895909] [ 0.7247801 0.37774004 0.418756 0.24305446 0.30796773] [ 0.58867438 0.40815033 0.58048001 0.33954795 0.53664222] [ 0.58004098 0.62214227 0.40116572 0.59365879 0.36591209] [ 0.25860793 0.49705234 0.49098594 0.73635247 0.55056584] [ 0.592653 0.64415194 0.41212671 0.61556981 0.44107173] [ 0.44968286 0.44630593 0.62708309 0.73715239 0.43406026] [ 0.66834245 0.42609041 0.61669495 0.63841172 0.38939553] [ 0.63164249 0.57286761 0.44309672 0.58703694 0.45536095] [ 0.59782987 0.38186681 0.64479114 0.41464856 0.43594725] [ 0.76308972 0.40769384 0.56359216 0.2940779 0.47180146] [ 0.3686378 0.51491776 0.49377624 0.65943138 0.33502008] [ 0.72091848 0.4795485 0.38411187 0.58855494 0.33051284] [ 0.41480886 0.39409473 0.50704187 0.70789338 0.40278519] [ 0.22932986 0.63974628 0.4814706 0.82627522 0.49336339] [ 0.37006845 0.63566266 0.53543596 0.72501738 0.55211858] [ 0.57594653 0.49804976 0.49544958 0.55070259 0.31078353] [ 0.71935197 0.52991879 0.45287698 0.35373338 0.46156671] [ 0.66697528 0.65652781 0.4273413 0.56242491 0.47332353] [ 0.22295159 0.43883572 0.4634424 0.82680441 0.57885653] [ 0.60661554 0.48189661 0.52684498 0.60680327 0.45222101] [ 0.48495511 0.58599254 0.39958333 0.64207422 0.4836675 ] [ 0.30726948 0.49054703 0.61839751 0.6874883 0.39893597] [ 0.51436377 0.3890057 0.58227377 0.56893541 0.44334319] [ 0.76164174 0.30233429 0.50325098 0.22381277 0.37226653] [ 0.32938884 0.51056054 0.52671676 0.60216488 0.44566509] [ 0.33979881 0.44430763 0.67079724 0.65410522 0.47185313] [ 0.77903921 0.4933473 0.51446354 0.18432229 0.32484042] [ 0.3941927 0.59992331 0.28945795 0.72442577 0.39022713] [ 0.43682549 0.63623385 0.45237107 0.78777334 0.49634705] [ 0.64611379 0.53209756 0.52837049 0.57336694 0.41398595] [ 0.44980424 0.55411391 0.60118279 0.53731922 0.50204288] [ 0.40601671 0.5464742 0.50842776 0.64814156 0.56930134] [ 0.51102457 0.46001636 0.57789988 0.53237544 0.58094483] [ 0.53284621 0.57577331 0.46530661 0.57207388 0.55035118] [ 0.47832841 0.58483402 0.46336662 0.72685292 0.58285051] [ 0.7056715 0.51388997 0.55417861 0.44190209 0.37746228] [ 0.39932312 0.4016014 0.63784704 0.72143967 0.48629567] [ 0.40929242 0.61737982 0.41550225 0.7708257 0.50266343] [ 0.72304308 0.36978743 0.47578212 0.25203361 0.31475248] [ 0.33250662 0.60836577 0.472504 0.81370283 0.40223337] [ 0.25610043 0.54904073 0.30027209 0.78353991 0.39026893] [ 0.58392686 0.45142847 0.60987508 0.53198387 0.34668287] [ 0.55017512 0.57223211 0.32755069 0.56109301 0.38811514] [ 0.56175935 0.45104034 0.58024909 0.55549112 0.43599282] [ 0.22822358 0.46854709 0.61964061 0.74850621 0.5155459 ] [ 0.75696175 0.45281942 0.60031925 0.39878473 0.40858794] [ 0.64183376 0.39193409 0.51145305 0.32218985 0.55109837] [ 0.47276074 0.47764362 0.48007716 0.50736825 0.49152367] [ 0.64979894 0.33512702 0.53399864 0.31800592 0.58767847] [ 0.82648524 0.52434963 0.41124898 0.29319429 0.31889142] [ 0.28433241 0.56356362 0.35857617 0.79542958 0.36908629] [ 0.54726539 0.4957327 0.49249006 0.48463409 0.50501152] [ 0.76882384 0.47683297 0.55366054 0.2049409 0.3690754 ] [ 0.72371251 0.3986953 0.31772214 0.3642323 0.32845235] [ 0.66217341 0.4464203 0.55185575 0.37158043 0.51039017] [ 0.40694355 0.41833802 0.68441115 0.63617743 0.51024478] [ 0.6477201 0.40978336 0.56525856 0.32057165 0.45635792] [ 0.51686759 0.35636922 0.64965031 0.54622386 0.44993645] [ 0.8089549 0.35301221 0.54968106 0.28316513 0.33516125] [ 0.74754277 0.39529542 0.60284077 0.18335252 0.478828 ] [ 0.6845273 0.41171086 0.46064547 0.39244518 0.46636237] [ 0.8023587 0.45091798 0.52760274 0.31838856 0.41213669] [ 0.21354028 0.44254775 0.42943962 0.84084449 0.54445254] [ 0.53398765 0.42646059 0.49989881 0.45764729 0.59237016] [ 0.42999257 0.3993469 0.43874169 0.4737305 0.58376155] [ 0.62666307 0.52003826 0.50260855 0.34636586 0.3895637 ] [ 0.79127248 0.46426197 0.58037881 0.28462058 0.43853066] [ 0.385382 0.44097669 0.51286993 0.78947757 0.50519044] [ 0.33854185 0.52505085 0.49109973 0.59213697 0.47332862] [ 0.32430072 0.5686535 0.40655412 0.8269799 0.34399962] [ 0.4142537 0.41474593 0.54865121 0.51158306 0.56241029] [ 0.6280244 0.35284173 0.50765587 0.36099636 0.44448623] [ 0.74233738 0.34055535 0.4575404 0.3335673 0.38408923] [ 0.35485868 0.60054883 0.4006676 0.75786498 0.52075447] Progress: 10.3% ... Training loss: 0.737 ... Validation loss: 1.269[ 0.46807513 0.40637083 0.3893484 0.53993672 0.36581574] [ 0.66316557 0.46915664 0.52825483 0.45302142 0.42878918] [ 0.4849354 0.47418865 0.50243159 0.78448647 0.44071222] [ 0.58052959 0.50603276 0.46054489 0.58432901 0.33916767] [ 0.40801055 0.45783576 0.52347782 0.51476534 0.51121092] [ 0.78435715 0.46012568 0.5457496 0.32409904 0.45958053] [ 0.68196341 0.54799399 0.63390477 0.45836225 0.42317086] [ 0.4367621 0.58706776 0.38736049 0.64909912 0.48031788] [ 0.54066479 0.481327 0.52058629 0.39790894 0.40583206] [ 0.38231752 0.49132499 0.31318182 0.73140934 0.56547541] [ 0.63136816 0.48013008 0.67253599 0.37872917 0.46142367] [ 0.64785593 0.5602342 0.46601732 0.51544251 0.31954676] [ 0.25694194 0.57788519 0.3984246 0.6700243 0.47152079] [ 0.4752635 0.51831647 0.59993001 0.5813916 0.37885598] [ 0.82739585 0.52358159 0.5823745 0.31323825 0.43643896] [ 0.50570918 0.43864004 0.45337201 0.56730608 0.56182064] [ 0.42130531 0.58752803 0.56589441 0.67161414 0.41575532] [ 0.7999409 0.59652933 0.62131109 0.43339135 0.37619826] [ 0.77398134 0.39107131 0.44822982 0.33038251 0.40011719] [ 0.27965249 0.6138207 0.51587594 0.78774463 0.51906392] [ 0.66956474 0.44918433 0.49784464 0.40531953 0.35407061] [ 0.68214816 0.43254114 0.39600525 0.26847884 0.32575266] [ 0.74458917 0.32241187 0.47697006 0.30376133 0.34249405] [ 0.58258532 0.57250334 0.5564924 0.534502 0.46761584] [ 0.68724118 0.51280166 0.46346922 0.3609536 0.45665547] [ 0.46984391 0.37065103 0.49598276 0.55748284 0.3707952 ] [ 0.52388702 0.41115829 0.48291359 0.62037636 0.46519611] [ 0.81007553 0.52819088 0.48148197 0.37517401 0.3339609 ] [ 0.18117351 0.41015408 0.50484826 0.91045406 0.5990202 ] [ 0.53184807 0.46054481 0.48355468 0.59896967 0.3657667 ] [ 0.68995773 0.48699781 0.65484667 0.51413936 0.41885442] [ 0.33160699 0.50375123 0.5869957 0.74335019 0.39448091] [ 0.80676718 0.49136702 0.60961436 0.28470619 0.4552645 ] [ 0.57754675 0.51124494 0.56668626 0.54288558 0.53789703] [ 0.64642794 0.48737676 0.36001974 0.47020307 0.33321525] [ 0.67263791 0.55999824 0.46590005 0.29238588 0.333265 ] [ 0.31428953 0.58692224 0.47939824 0.80151817 0.47226914] [ 0.47374174 0.4493391 0.52775749 0.62568467 0.36014396] [ 0.66709193 0.46016834 0.38847756 0.38767652 0.31613273] [ 0.69575947 0.49734058 0.35874169 0.57589115 0.5306351 ] [ 0.56587802 0.5886925 0.42058213 0.57107734 0.52362377] [ 0.35115065 0.54249793 0.54079459 0.69466407 0.59703488] [ 0.48364159 0.42258765 0.52146774 0.60647665 0.35930596] [ 0.62975167 0.389605 0.54816571 0.3618668 0.37000084] [ 0.54474935 0.52427718 0.43860189 0.49510773 0.4088554 ] [ 0.51455469 0.48167848 0.52549714 0.4534912 0.58925211] [ 0.55412166 0.47580527 0.53732568 0.43231773 0.57116862] [ 0.75640678 0.50565093 0.55055464 0.37309177 0.44005488] [ 0.56054225 0.51147408 0.4575717 0.5121365 0.55560953] [ 0.51245371 0.49949475 0.50356633 0.64113791 0.38803477] [ 0.43237211 0.47634267 0.43626862 0.82990686 0.54641279] [ 0.69419833 0.51776536 0.49902171 0.42485504 0.38758687] [ 0.4849771 0.52284927 0.41703988 0.68010841 0.34381112] [ 0.22727864 0.47190456 0.43751785 0.85373185 0.49092305] [ 0.50752164 0.59739102 0.35271856 0.56124451 0.41074884] [ 0.30947114 0.63966616 0.31447192 0.86197998 0.56094218] [ 0.68366901 0.4816184 0.51215552 0.18152002 0.47328482] [ 0.39527337 0.50645796 0.43020052 0.60179747 0.52904012] [ 0.70018692 0.29495581 0.51520072 0.35465315 0.49561842] [ 0.33819822 0.68617255 0.36966821 0.82011935 0.40275695] [ 0.24080751 0.5311938 0.51662846 0.8873414 0.4707299 ] [ 0.30710791 0.43066557 0.59409684 0.7640783 0.3392558 ] [ 0.73047765 0.43539803 0.57884788 0.32933333 0.47565306] [ 0.24555974 0.5350995 0.34190584 0.72154827 0.42178612] [ 0.46381458 0.49901565 0.46178592 0.37929461 0.5285751 ] [ 0.5322366 0.40235518 0.55459689 0.53380594 0.44868123] [ 0.77543634 0.43566354 0.64417906 0.33983122 0.43688282] [ 0.59896794 0.52421185 0.51750083 0.40092341 0.48598118] [ 0.69609087 0.51110468 0.33582929 0.5635736 0.41620799] [ 0.34913623 0.44368392 0.52883825 0.71716903 0.33438812] [ 0.36147374 0.65906703 0.22349184 0.79643867 0.29317152] [ 0.39169675 0.51588138 0.63938737 0.70175186 0.43424082] [ 0.44590878 0.53803097 0.38494132 0.62854916 0.52530775] [ 0.46013992 0.51340958 0.4121076 0.7004245 0.44456164] [ 0.19313154 0.50517113 0.50117612 0.82437384 0.37916163] [ 0.43164514 0.51450679 0.3617803 0.53664027 0.38849135] [ 0.6169807 0.6252695 0.36846571 0.5374109 0.41193839] [ 0.35827301 0.51401632 0.52210716 0.604412 0.45673065] [ 0.6366611 0.50366492 0.47714182 0.35398359 0.40086352] [ 0.26867096 0.48286906 0.50371923 0.84272138 0.4708539 ] [ 0.55780053 0.52243495 0.53612097 0.6807175 0.46871324] [ 0.77385456 0.49532848 0.39138175 0.41716298 0.30389746] [ 0.65608149 0.50312788 0.50200822 0.56841087 0.31060061] [ 0.81408076 0.46813878 0.51431102 0.21197991 0.40393474] [ 0.16812735 0.53636658 0.53279665 0.87551154 0.53073896] [ 0.23589606 0.4352144 0.69098571 0.67630593 0.56228321] [ 0.53871308 0.57747517 0.57967049 0.54297306 0.47619591] [ 0.60956802 0.57375257 0.47276175 0.43495987 0.31459522] [ 0.70557538 0.4582426 0.44447545 0.4370273 0.36401714] [ 0.26074553 0.55973865 0.50067921 0.81029771 0.40602903] [ 0.57597457 0.55756889 0.52798114 0.48354817 0.44989553] [ 0.71304662 0.42409164 0.41952411 0.20888243 0.3547692 ] [ 0.61256491 0.68161219 0.30564564 0.66821141 0.37026152] [ 0.1100097 0.58152551 0.47263349 0.91869921 0.62222876] [ 0.75615761 0.40788725 0.6239134 0.22085053 0.4372766 ] [ 0.30694191 0.49083317 0.61831931 0.68758369 0.39904637] [ 0.46370397 0.49649274 0.51857855 0.52120172 0.62673841] [ 0.67391214 0.47004624 0.55119503 0.26883117 0.32275514] [ 0.5277995 0.4280911 0.52712918 0.46454816 0.39248606] [ 0.74639015 0.43508839 0.42033678 0.25533133 0.30354236] [ 0.59403876 0.55980224 0.41449738 0.46178277 0.37413193] [ 0.3955188 0.63850868 0.46995056 0.78531307 0.469341 ] [ 0.58379872 0.55866179 0.49039485 0.49800025 0.48480958] [ 0.66986435 0.52243048 0.53091731 0.45729284 0.47514006] [ 0.17624904 0.44820296 0.54909709 0.75380278 0.50119928] [ 0.56706128 0.50267442 0.53578335 0.53887181 0.60868931] [ 0.7403198 0.50095036 0.3360985 0.39769476 0.32764004] [ 0.51431093 0.54542514 0.3904314 0.55033806 0.42481725] [ 0.36871867 0.37840168 0.61112592 0.74364469 0.33934688] [ 0.60251588 0.34597298 0.55372116 0.49175977 0.52374746] [ 0.42043085 0.45237718 0.47989604 0.5018628 0.56201846] [ 0.39318952 0.39517662 0.62596156 0.44543691 0.53837098] [ 0.57538135 0.5535555 0.40861553 0.60153558 0.47350221] [ 0.4375733 0.51592183 0.38622008 0.68915513 0.47070909] [ 0.45249577 0.56571344 0.5078366 0.54687374 0.52426611] [ 0.75563926 0.41098374 0.54650968 0.2620493 0.45659381] [ 0.63571749 0.61326275 0.41889323 0.44385184 0.30302557] [ 0.61441901 0.63676691 0.34187459 0.60359346 0.41811963] [ 0.17661444 0.3856536 0.51862754 0.91786703 0.62716533] [ 0.1491088 0.53212056 0.43328081 0.91621733 0.40418863] [ 0.38072722 0.59932013 0.45389394 0.63386607 0.41421922] [ 0.34383034 0.57614162 0.62841794 0.60799789 0.50899819] [ 0.40738282 0.46169337 0.40567496 0.51139422 0.50721144] [ 0.60830769 0.46869433 0.51628087 0.45225989 0.38189919] [ 0.84776273 0.49303721 0.49827512 0.27451356 0.34679875] [ 0.60070402 0.33574376 0.55926613 0.41435229 0.41027648] [ 0.50225619 0.48234475 0.57162751 0.63409725 0.59544794] [ 0.49013722 0.45331764 0.46516882 0.34954651 0.47173896] Progress: 10.4% ... Training loss: 0.736 ... Validation loss: 1.267[ 0.37346345 0.50652585 0.63027234 0.38612273 0.58837772] [ 0.80248154 0.42245227 0.49147986 0.23952778 0.39156809] [ 0.71085243 0.48170964 0.52632578 0.1822618 0.35228071] [ 0.66935567 0.42641861 0.48528744 0.31548988 0.39374025] [ 0.76848804 0.44485535 0.54446165 0.26265605 0.43442586] [ 0.64127594 0.31798311 0.52045935 0.28586138 0.42113883] [ 0.2305129 0.53393595 0.3762827 0.79506714 0.45577238] [ 0.54131265 0.47871731 0.43181406 0.40577034 0.4294984 ] [ 0.75383172 0.44950211 0.44296363 0.23008933 0.36614955] [ 0.2917193 0.65131905 0.40541865 0.89391583 0.48631878] [ 0.62575888 0.31454737 0.54701212 0.25667246 0.38673792] [ 0.59497177 0.45381951 0.4794778 0.46718727 0.39916158] [ 0.57067316 0.45061871 0.51423276 0.67345794 0.34188142] [ 0.59263626 0.3759719 0.41159282 0.50582045 0.46354957] [ 0.51483458 0.52870096 0.35629122 0.57225296 0.39721812] [ 0.69944091 0.39379623 0.64589918 0.16289983 0.53581828] [ 0.71160795 0.64816202 0.47308325 0.54188313 0.36779081] [ 0.72427295 0.3311423 0.59455371 0.20743924 0.36438879] [ 0.25991057 0.47508714 0.39143878 0.68407922 0.41529945] [ 0.35604969 0.51719815 0.49901002 0.78309473 0.40390406] [ 0.47747021 0.55634903 0.36751528 0.46392011 0.46485902] [ 0.70887178 0.63166629 0.38685298 0.55975804 0.35850104] [ 0.71349312 0.55785792 0.4291207 0.40473183 0.35587722] [ 0.24204426 0.48589645 0.5337037 0.7984158 0.51838329] [ 0.21755683 0.64968932 0.51225033 0.85343189 0.64634762] [ 0.67425264 0.44586241 0.56494826 0.33023908 0.44859274] [ 0.24087073 0.53741052 0.42574638 0.80753524 0.50533124] [ 0.31235576 0.64063739 0.27583673 0.84180409 0.4827333 ] [ 0.14660781 0.41749447 0.47568845 0.87551259 0.52515129] [ 0.60897801 0.58256645 0.49830431 0.46354796 0.48449675] [ 0.50825267 0.37272084 0.5354469 0.55363613 0.43949199] [ 0.51315981 0.47721142 0.55418095 0.46422534 0.48041806] [ 0.34928255 0.58283802 0.54384237 0.6076232 0.49294049] [ 0.56457175 0.44955877 0.57896706 0.28671771 0.5359839 ] [ 0.69632285 0.45094452 0.49081836 0.39966465 0.47683718] [ 0.44082162 0.48187309 0.56163252 0.40996982 0.51939958] [ 0.57357571 0.54528308 0.41876224 0.64623741 0.33661401] [ 0.84574093 0.4110381 0.46296751 0.36138942 0.42142215] [ 0.2861808 0.53884792 0.56593721 0.8498238 0.42773762] [ 0.67046898 0.38087367 0.47119637 0.47388199 0.45491863] [ 0.46137371 0.43584217 0.50963505 0.783578 0.42210476] [ 0.86267598 0.36341533 0.46571235 0.18651935 0.30474436] [ 0.51840756 0.5156297 0.58164191 0.69436789 0.41017212] [ 0.58413564 0.38624854 0.60666464 0.42054468 0.27686265] [ 0.34634796 0.45563566 0.45502975 0.67857402 0.49856076] [ 0.4815455 0.54019116 0.54309839 0.63513143 0.36929237] [ 0.30056027 0.64183425 0.34237486 0.84571122 0.41950618] [ 0.13909857 0.4114492 0.55981538 0.87631594 0.53378977] [ 0.53786941 0.54380657 0.49252568 0.4842473 0.42799081] [ 0.51099408 0.48218941 0.56926665 0.6478203 0.41993137] [ 0.50904066 0.4853242 0.58427113 0.39276259 0.42514467] [ 0.328608 0.48725676 0.46286826 0.74813139 0.48168444] [ 0.53721872 0.32553284 0.55592783 0.5820522 0.4687927 ] [ 0.7136861 0.47829502 0.55025101 0.53213514 0.39781127] [ 0.55284056 0.39823036 0.46653285 0.42129184 0.31785269] [ 0.22476908 0.50406618 0.57638282 0.76236363 0.52108804] [ 0.72106318 0.49494552 0.49565716 0.32445835 0.45564211] [ 0.65677663 0.55193422 0.46719054 0.67162413 0.39614577] [ 0.51453546 0.34816588 0.46054521 0.48300701 0.37434104] [ 0.36101264 0.45574521 0.62522821 0.6636925 0.43677922] [ 0.86169924 0.35569681 0.52811241 0.22106703 0.32310386] [ 0.5042728 0.37881489 0.5033407 0.50822203 0.39366361] [ 0.58360967 0.5242799 0.34742446 0.5201672 0.277745 ] [ 0.19863569 0.4303755 0.49522836 0.8827683 0.5000004 ] [ 0.60921205 0.57504931 0.51100183 0.51195087 0.45530457] [ 0.32553826 0.66455607 0.29185199 0.73515663 0.46711891] [ 0.14465827 0.54249349 0.44116589 0.87068293 0.4007413 ] [ 0.76894435 0.34659869 0.44005306 0.19489436 0.36039447] [ 0.51602553 0.51419793 0.35058626 0.5509335 0.31973266] [ 0.63426999 0.47056957 0.42439588 0.37539405 0.28713791] [ 0.61735122 0.50240823 0.55676132 0.39164223 0.53184966] [ 0.60900033 0.52598356 0.4799362 0.49323452 0.40793071] [ 0.50709814 0.50638843 0.41326074 0.64271764 0.53534439] [ 0.41931684 0.41977845 0.53723287 0.60357152 0.42604982] [ 0.65183955 0.49817492 0.55337719 0.50626293 0.41043894] [ 0.1258517 0.54799154 0.40588345 0.92492573 0.55964135] [ 0.65860538 0.59492724 0.48848519 0.56676449 0.41763179] [ 0.62871067 0.3738558 0.55048418 0.43795766 0.46589278] [ 0.39826627 0.54260729 0.40020164 0.86469155 0.40862721] [ 0.3206982 0.60017885 0.24806277 0.7661536 0.43428001] [ 0.38138887 0.36177892 0.45432882 0.6107716 0.57425573] [ 0.22950089 0.50408203 0.57699261 0.81760176 0.56065653] [ 0.46055753 0.57813505 0.55796041 0.73187172 0.52503186] [ 0.55543477 0.44549065 0.39929635 0.40186067 0.49285511] [ 0.65557708 0.53115596 0.41389559 0.35007001 0.37865587] [ 0.51765897 0.45277402 0.62059623 0.31812425 0.56854223] [ 0.53157765 0.48475678 0.42167759 0.55047856 0.43051322] [ 0.26997331 0.60750903 0.50949697 0.73338958 0.4889895 ] [ 0.52272608 0.42717923 0.67140352 0.41803631 0.4778556 ] [ 0.52505229 0.3426662 0.62292327 0.67479408 0.44007347] [ 0.2148199 0.50445048 0.4525583 0.84336044 0.39781028] [ 0.17988797 0.55460128 0.49442218 0.82903701 0.66389472] [ 0.45571235 0.43579586 0.5611656 0.64764618 0.44971077] [ 0.13103996 0.57915801 0.53125578 0.92620398 0.58252375] [ 0.5490991 0.46981276 0.45265036 0.51778157 0.35550738] [ 0.82115177 0.42285556 0.54397416 0.24731939 0.27795256] [ 0.71726545 0.29853833 0.54934132 0.34346645 0.4332385 ] [ 0.48633607 0.56893071 0.35716052 0.6623179 0.36308416] [ 0.40621819 0.57354099 0.63138849 0.60953868 0.62295979] [ 0.48967775 0.45178 0.46284169 0.63700441 0.34865219] [ 0.50536312 0.65961166 0.41830777 0.67804516 0.42952866] [ 0.80972554 0.51779829 0.4649383 0.28244059 0.38506778] [ 0.59880361 0.46834541 0.39864796 0.69369218 0.41926281] [ 0.59681733 0.4819618 0.37854214 0.51687196 0.47832503] [ 0.38324961 0.38758167 0.48205085 0.68920396 0.49046644] [ 0.30592995 0.49132401 0.61818238 0.68815016 0.39922423] [ 0.59742382 0.39243277 0.66066941 0.46470624 0.38545811] [ 0.52543711 0.44398443 0.49551512 0.6363209 0.30232978] [ 0.64795399 0.38246464 0.5839005 0.40143247 0.43620737] [ 0.45386364 0.5829574 0.46842658 0.56395075 0.44007818] [ 0.64237983 0.49137012 0.52273933 0.31579887 0.38991998] [ 0.38357642 0.65202493 0.39114244 0.80282057 0.43353674] [ 0.72046419 0.52020708 0.43034124 0.28799263 0.39874197] [ 0.51417412 0.53844552 0.49229125 0.43872137 0.54232568] [ 0.5695991 0.57300906 0.36329568 0.48804119 0.39368534] [ 0.22684317 0.46953891 0.61936474 0.74933257 0.51592066] [ 0.54110792 0.54632306 0.45643208 0.52238363 0.43657292] [ 0.45351242 0.46732128 0.44979296 0.72219132 0.29687552] [ 0.51138135 0.56934798 0.5581895 0.70518084 0.2957945 ] [ 0.6174657 0.63294569 0.50098579 0.44044964 0.54436339] [ 0.7973481 0.48424371 0.47146954 0.19438238 0.3681624 ] [ 0.36826923 0.55167109 0.3896621 0.65456466 0.50201123] [ 0.32314681 0.64868492 0.40714998 0.85612606 0.48051979] [ 0.55520145 0.56297327 0.41667998 0.42856228 0.43868678] [ 0.82469929 0.48380825 0.47408298 0.3627465 0.42964666] [ 0.47566157 0.51511116 0.53069634 0.60665178 0.52396518] [ 0.70639963 0.5134983 0.55428668 0.44126162 0.37733228] [ 0.64082516 0.55836763 0.41961467 0.54593799 0.36623312] Progress: 10.4% ... Training loss: 0.736 ... Validation loss: 1.266[ 0.61722726 0.61168897 0.44463495 0.60700993 0.43451558] [ 0.18533975 0.55702124 0.52467733 0.86927416 0.53263759] [ 0.67318443 0.53072809 0.54937583 0.4231126 0.42854283] [ 0.48420602 0.40729479 0.65464282 0.3023741 0.53195803] [ 0.28620257 0.5332422 0.47546207 0.78700535 0.43939716] [ 0.36035947 0.52231633 0.41952649 0.62714295 0.56905695] [ 0.6762935 0.38078077 0.6648008 0.28228766 0.50738305] [ 0.56655964 0.48064184 0.53207302 0.55802095 0.34941375] [ 0.83086067 0.42680381 0.37266955 0.1424144 0.24679916] [ 0.50580041 0.53546145 0.49598048 0.45834277 0.48406042] [ 0.57709572 0.35416678 0.54224663 0.404035 0.44557821] [ 0.36793773 0.57814997 0.45284235 0.75153623 0.453322 ] [ 0.44253828 0.5717662 0.31750146 0.54056922 0.41716476] [ 0.32526497 0.66483537 0.29178429 0.73527115 0.46723806] [ 0.27968861 0.48497519 0.62829496 0.78820276 0.42588824] [ 0.55170513 0.55256468 0.41357524 0.39887466 0.54598583] [ 0.46228013 0.5029676 0.46023026 0.44804227 0.4426297 ] [ 0.19362983 0.48881153 0.39111393 0.85553607 0.40174717] [ 0.54393297 0.36436151 0.46597364 0.32656796 0.52058657] [ 0.62556351 0.66386137 0.49938507 0.5067223 0.49927018] [ 0.66592639 0.55021398 0.27911915 0.46837067 0.37130246] [ 0.73061058 0.43528626 0.5788776 0.32917072 0.4756019 ] [ 0.50731765 0.37511401 0.42931192 0.41852093 0.383217 ] [ 0.58067476 0.50025952 0.36038791 0.52601395 0.41281869] [ 0.58357683 0.51611177 0.40941508 0.39438209 0.4259986 ] [ 0.41883848 0.56585345 0.481423 0.55980057 0.49891586] [ 0.38644712 0.60916593 0.55923627 0.63966985 0.42667872] [ 0.43655918 0.44048726 0.40585618 0.43174818 0.47909976] [ 0.43864332 0.5725395 0.533755 0.66409683 0.43812064] [ 0.40423526 0.46014158 0.44204171 0.74130796 0.34580231] [ 0.68674896 0.66986508 0.48187033 0.42380802 0.49051474] [ 0.58672805 0.58925182 0.50488789 0.52623683 0.54266294] [ 0.5445958 0.51859538 0.45373165 0.54387504 0.29889921] [ 0.64387852 0.45590805 0.51666423 0.3675476 0.42135953] [ 0.23065149 0.39894683 0.49073103 0.70106166 0.43032616] [ 0.42124213 0.48943572 0.40072777 0.66164694 0.37608766] [ 0.43813932 0.52751721 0.40927609 0.58459448 0.60494898] [ 0.22115742 0.55586656 0.45398695 0.81478156 0.56008393] [ 0.75890872 0.3352856 0.64339009 0.21942852 0.46587827] [ 0.38539039 0.43657682 0.47656398 0.60951425 0.41174629] [ 0.29861062 0.52123186 0.55009083 0.6689382 0.48586671] [ 0.20799512 0.50425739 0.5192997 0.84305573 0.59719226] [ 0.39388994 0.59790906 0.5238966 0.64172885 0.51623038] [ 0.52975913 0.43989899 0.48163259 0.75938065 0.31267921] [ 0.17230722 0.54705914 0.46976755 0.87375668 0.33419708] [ 0.73163013 0.32539016 0.61750447 0.22789832 0.50766139] [ 0.1785512 0.55219757 0.5541192 0.90868135 0.6032748 ] [ 0.26311045 0.64866718 0.45481449 0.6930747 0.56080306] [ 0.39324284 0.37229713 0.57605271 0.49328228 0.57335318] [ 0.30405636 0.49020285 0.5098195 0.71571272 0.42440725] [ 0.32151043 0.63344111 0.315079 0.83330772 0.42361107] [ 0.38873387 0.53557308 0.38873188 0.66989016 0.46174105] [ 0.65955301 0.57223883 0.34575388 0.37035911 0.32129423] [ 0.29582271 0.53048094 0.51415069 0.57322789 0.52244059] [ 0.46775546 0.42746058 0.42433622 0.82977707 0.41558109] [ 0.80291931 0.41962715 0.49789314 0.3741417 0.36504375] [ 0.6618731 0.39120747 0.39738519 0.37741675 0.36375408] [ 0.1739098 0.50657634 0.47183269 0.87088942 0.49165974] [ 0.27201045 0.44739085 0.43992807 0.75624825 0.59423727] [ 0.60294409 0.44534884 0.35703432 0.43316221 0.4016107 ] [ 0.48906254 0.53130054 0.45075977 0.68429887 0.4068495 ] [ 0.41907569 0.46306708 0.46917407 0.6015864 0.454869 ] [ 0.75870181 0.49668242 0.56136684 0.26760991 0.48713646] [ 0.13476926 0.41339722 0.41429755 0.83369556 0.53731428] [ 0.60502773 0.45961154 0.59828529 0.33137083 0.54350373] [ 0.45427862 0.56096293 0.5044614 0.57323149 0.43100359] [ 0.36042039 0.56718488 0.50120934 0.83645115 0.40918535] [ 0.52544255 0.5299893 0.46093053 0.5952975 0.35012468] [ 0.35441248 0.48540466 0.46300086 0.61277465 0.45217488] [ 0.65160657 0.4594493 0.43528951 0.52296805 0.37843922] [ 0.42729413 0.47253363 0.45335267 0.77246637 0.43497231] [ 0.58487371 0.54543546 0.39457937 0.61849644 0.36772104] [ 0.62960259 0.49690984 0.46145656 0.42547302 0.42904675] [ 0.35791451 0.57794941 0.45071388 0.70693514 0.44289698] [ 0.58920294 0.40500179 0.56330362 0.37343367 0.50075823] [ 0.5708661 0.35557322 0.47092598 0.47051855 0.64855229] [ 0.51908666 0.59575667 0.54700202 0.66500107 0.46011318] [ 0.70688564 0.35220426 0.52892855 0.30388737 0.35554338] [ 0.41488657 0.55138926 0.51154279 0.47411206 0.62363429] [ 0.45404835 0.57088405 0.33000216 0.65045687 0.49236082] [ 0.42970496 0.45113854 0.40632724 0.65515169 0.3867393 ] [ 0.35018079 0.41594851 0.45563318 0.74735548 0.5320838 ] [ 0.7209628 0.33984425 0.61251154 0.1765603 0.50967695] [ 0.87170057 0.41340236 0.6298828 0.15840626 0.30063047] [ 0.64831701 0.35403219 0.45990526 0.46439447 0.47303112] [ 0.50825722 0.51468215 0.50310273 0.60024269 0.35412717] [ 0.72377941 0.5014877 0.29157295 0.5399424 0.31868186] [ 0.62378923 0.53865861 0.39933566 0.52840922 0.36564469] [ 0.41682056 0.41086751 0.53221464 0.53961196 0.62032267] [ 0.48532561 0.37959246 0.56641684 0.75053709 0.30067211] [ 0.51203669 0.49886402 0.57862908 0.71553978 0.35690067] [ 0.66676517 0.39889728 0.46591148 0.39248031 0.33087432] [ 0.42160934 0.43960799 0.45688353 0.6639502 0.51713362] [ 0.59821968 0.54416413 0.3712189 0.62842071 0.28269475] [ 0.75457337 0.48899001 0.4867953 0.3482744 0.40110434] [ 0.38151542 0.68172812 0.33200271 0.71374395 0.46742559] [ 0.42262498 0.52546733 0.50211494 0.49805217 0.55111976] [ 0.25952545 0.59186182 0.44960752 0.71910121 0.46197761] [ 0.24234959 0.62716253 0.31167696 0.7263076 0.48746938] [ 0.35367951 0.40240155 0.5004078 0.82320083 0.46478462] [ 0.38859747 0.47894435 0.49631635 0.64413752 0.51436441] [ 0.55535373 0.4628876 0.50749964 0.38723019 0.41048566] [ 0.46435045 0.64085773 0.54557349 0.5831209 0.47788731] [ 0.58992361 0.46975017 0.41778953 0.41985929 0.45343859] [ 0.53036602 0.52603719 0.54674285 0.71336784 0.35692455] [ 0.70432692 0.4501675 0.44836548 0.55309649 0.54327177] [ 0.42123108 0.47452198 0.39357327 0.77530212 0.342428 ] [ 0.42914852 0.59424213 0.46747821 0.82880591 0.43174551] [ 0.44392762 0.43411942 0.61218914 0.75606702 0.46558906] [ 0.52050864 0.39799916 0.39003001 0.54177933 0.3956494 ] [ 0.58876061 0.34460718 0.70291417 0.47713988 0.34431663] [ 0.34426749 0.43525803 0.53209946 0.49971596 0.59242033] [ 0.78713386 0.33294898 0.4570656 0.25807151 0.35334718] [ 0.55568597 0.41929218 0.6106919 0.57795797 0.3528323 ] [ 0.34575546 0.62284046 0.49612786 0.73043261 0.37207245] [ 0.61198705 0.46441824 0.47180476 0.43174814 0.48844649] [ 0.58979157 0.4453409 0.47654738 0.49249754 0.3651251 ] [ 0.58304562 0.39753848 0.53213075 0.32780338 0.56311895] [ 0.23730147 0.60258522 0.51024916 0.88109508 0.51821683] [ 0.65044851 0.43958938 0.62320403 0.24687709 0.52694597] [ 0.67020422 0.36534801 0.63822966 0.29414683 0.42198139] [ 0.8337087 0.48043707 0.57823931 0.27821734 0.36108793] [ 0.51968357 0.4640808 0.39032566 0.65996663 0.39661991] [ 0.52105899 0.49925138 0.56364172 0.74561566 0.35655937] [ 0.16145831 0.53479177 0.47415156 0.86372608 0.53666272] [ 0.19637254 0.47014795 0.44626054 0.85396054 0.58960037] [ 0.68553356 0.45129975 0.46293988 0.40369769 0.38749893] [ 0.61237541 0.62638513 0.43762145 0.66151322 0.46485075] Progress: 10.5% ... Training loss: 0.735 ... Validation loss: 1.272[ 0.71929971 0.41648238 0.47944338 0.26468227 0.3391437 ] [ 0.25374082 0.50888082 0.50138152 0.47585971 0.61571346] [ 0.72317776 0.55574008 0.3161901 0.54617964 0.33324653] [ 0.52224697 0.58901866 0.53388776 0.52772014 0.4165062 ] [ 0.57791045 0.52953422 0.49036616 0.58048126 0.35929545] [ 0.45602879 0.6296688 0.33613257 0.81174329 0.31533509] [ 0.79952089 0.39801312 0.48398821 0.15967104 0.25892089] [ 0.31991615 0.51077844 0.44236962 0.72870788 0.64723767] [ 0.47590188 0.51897189 0.54503242 0.33996023 0.62587377] [ 0.35201133 0.60215148 0.40020869 0.75899561 0.52138162] [ 0.38877135 0.43564412 0.52832782 0.74013259 0.43210091] [ 0.57362919 0.50002556 0.32419933 0.48403859 0.46184448] [ 0.72360191 0.48519458 0.55473258 0.47995185 0.41371931] [ 0.80256441 0.50906909 0.3950237 0.33805242 0.2454861 ] [ 0.71834533 0.54883541 0.48313199 0.45748212 0.39808414] [ 0.49491749 0.58966094 0.44746501 0.44679937 0.47216703] [ 0.5585505 0.52217133 0.53619615 0.68030834 0.46861614] [ 0.27038396 0.41318324 0.49381588 0.75693977 0.46820453] [ 0.73008466 0.39380162 0.50541207 0.30355612 0.40714725] [ 0.74717736 0.32404957 0.57587999 0.35395236 0.36971044] [ 0.68278545 0.48094817 0.55816138 0.38215725 0.32066707] [ 0.78538613 0.51806069 0.37158819 0.41449414 0.28247126] [ 0.60106513 0.43027351 0.45759241 0.49510441 0.39658809] [ 0.47649389 0.51670577 0.50181794 0.59187312 0.45905021] [ 0.77528797 0.35259451 0.43860552 0.20355674 0.37321107] [ 0.44823945 0.5852404 0.58124828 0.53362805 0.44811734] [ 0.5614497 0.51134397 0.45761717 0.51162099 0.55554945] [ 0.5567416 0.42712494 0.43981671 0.50550582 0.38159307] [ 0.0960861 0.53956524 0.39655674 0.88750623 0.48629224] [ 0.53823387 0.37024172 0.52117521 0.67920621 0.46018548] [ 0.43134522 0.63205075 0.33527151 0.7165458 0.48531323] [ 0.62279724 0.53860595 0.37567149 0.52282737 0.38689551] [ 0.14458367 0.63822793 0.45386064 0.92518845 0.55494644] [ 0.72274485 0.30948343 0.5748895 0.38026692 0.42848579] [ 0.41197052 0.40845278 0.4311239 0.77095746 0.39164378] [ 0.57179284 0.4663517 0.43154843 0.42545087 0.45618427] [ 0.64680016 0.41083922 0.5172054 0.44431488 0.34991553] [ 0.35920508 0.43738046 0.49019355 0.54780518 0.46722944] [ 0.47200139 0.52395367 0.4082385 0.74932021 0.57680159] [ 0.55145813 0.394427 0.52023746 0.43097422 0.4025827 ] [ 0.37576623 0.49603554 0.57081244 0.67590198 0.47790417] [ 0.51495452 0.348036 0.46058921 0.48271446 0.37429142] [ 0.46973421 0.47398273 0.47136661 0.71295166 0.30897576] [ 0.83491608 0.33520112 0.62926065 0.10741608 0.35563159] [ 0.74197597 0.55027832 0.49702726 0.43238855 0.39527789] [ 0.38986103 0.38091255 0.44115398 0.62106805 0.39428132] [ 0.28881146 0.57646101 0.42395851 0.50991008 0.5356687 ] [ 0.74139303 0.42305505 0.47764674 0.22368761 0.31792627] [ 0.81747945 0.39009755 0.54337118 0.24592796 0.35209845] [ 0.74798031 0.43423783 0.4205801 0.2543777 0.30325896] [ 0.4794474 0.38191562 0.54427934 0.56625654 0.63311988] [ 0.69391958 0.50917561 0.6259916 0.24212896 0.51829539] [ 0.322661 0.51561897 0.59872994 0.64433025 0.64718196] [ 0.70178749 0.37780395 0.67825595 0.45017812 0.35546525] [ 0.75317411 0.46855189 0.51036391 0.34400361 0.43865677] [ 0.56590553 0.47584618 0.46868503 0.65690645 0.47256445] [ 0.42530839 0.35403939 0.5567158 0.82030536 0.48855393] [ 0.70606361 0.37603479 0.560497 0.3553619 0.43648793] [ 0.5241635 0.47810368 0.55097143 0.45550299 0.45002558] [ 0.73417706 0.44442534 0.51816918 0.19114683 0.44936738] [ 0.29047485 0.58731152 0.44384889 0.69038125 0.48016676] [ 0.6834257 0.4320016 0.3961567 0.26779149 0.32556313] [ 0.27798742 0.60670016 0.35370886 0.82372634 0.47624287] [ 0.44585249 0.64576684 0.33964062 0.67891475 0.44456386] [ 0.60993572 0.5106554 0.40703454 0.44285552 0.44982446] [ 0.17276241 0.52476386 0.56749083 0.85284119 0.62525897] [ 0.62206759 0.59845527 0.42411501 0.47200058 0.33251519] [ 0.31062718 0.59153594 0.37907352 0.72511795 0.45480313] [ 0.54294264 0.47278883 0.63668735 0.57435328 0.42739707] [ 0.56519394 0.52181252 0.38842911 0.44872808 0.37254044] [ 0.7321672 0.35895872 0.57705413 0.24116239 0.34337248] [ 0.59276976 0.50654944 0.50038136 0.38745242 0.51396426] [ 0.40329832 0.43254159 0.47432182 0.73276781 0.41339643] [ 0.25651884 0.41393076 0.47596478 0.78076231 0.42387922] [ 0.29263462 0.66269903 0.26818005 0.83891237 0.52623838] [ 0.32667132 0.58522482 0.5171728 0.67678142 0.4245385 ] [ 0.72786526 0.42730334 0.54212625 0.3895095 0.31862612] [ 0.64726613 0.52952754 0.54917512 0.53148596 0.34009795] [ 0.65121729 0.47080561 0.52616746 0.39965282 0.29576939] [ 0.48838585 0.44380497 0.56060448 0.67664837 0.43724688] [ 0.73259518 0.58156729 0.59882898 0.39868235 0.44301303] [ 0.5861808 0.47066803 0.42774016 0.44609047 0.38313592] [ 0.48106777 0.5603877 0.55877878 0.59240325 0.37047894] [ 0.58870207 0.45359288 0.56430881 0.53231031 0.57310081] [ 0.5499906 0.36290941 0.56489239 0.38309473 0.6523442 ] [ 0.58254263 0.42362061 0.56900453 0.40228014 0.37873747] [ 0.47728009 0.40802161 0.59496019 0.58091025 0.36334081] [ 0.82028035 0.45947441 0.41561936 0.27402762 0.41761257] [ 0.55936578 0.44198205 0.54424389 0.53068666 0.51901408] [ 0.35689599 0.39604437 0.44555842 0.54805023 0.57858406] [ 0.42433777 0.54490287 0.40694076 0.84280826 0.40960089] [ 0.32511691 0.43099171 0.39410603 0.69509489 0.47144625] [ 0.90111365 0.37705294 0.60626864 0.11738553 0.36035974] [ 0.82789096 0.38374846 0.59215623 0.19556603 0.36933782] [ 0.73553443 0.42756657 0.45607157 0.45185606 0.4408265 ] [ 0.61242154 0.52622961 0.48745701 0.45114571 0.4050317 ] [ 0.19233705 0.40800892 0.40286516 0.77716503 0.50348635] [ 0.67727811 0.51803703 0.39724633 0.33649233 0.34742502] [ 0.62386663 0.44052138 0.48767552 0.56433538 0.25290517] [ 0.29831904 0.61325739 0.46704383 0.70045279 0.47011655] [ 0.26332691 0.51304554 0.55632923 0.80932053 0.5111806 ] [ 0.49154661 0.51948077 0.44318222 0.63461434 0.32182146] [ 0.76487408 0.35430328 0.49418887 0.19313717 0.41768691] [ 0.79218717 0.50178672 0.59228714 0.25790324 0.37255256] [ 0.2949516 0.51134008 0.40198156 0.77957577 0.40696052] [ 0.35623421 0.44474745 0.53138335 0.80816724 0.49133181] [ 0.74597811 0.4556551 0.48385983 0.32160996 0.32822542] [ 0.30136202 0.65550023 0.44605603 0.81527382 0.35563755] [ 0.25471302 0.50587926 0.39714833 0.82094344 0.44057133] [ 0.17845709 0.60208546 0.37405374 0.8685026 0.52029532] [ 0.53923547 0.5630445 0.3538332 0.70563749 0.54099209] [ 0.61534557 0.58573555 0.39622793 0.70891733 0.41766461] [ 0.77479577 0.48926559 0.48152169 0.44889086 0.39174358] [ 0.52169426 0.54803636 0.35574435 0.49528596 0.37355559] [ 0.31841913 0.49968414 0.42423843 0.71007138 0.56792651] [ 0.38627253 0.57712752 0.33567103 0.57215562 0.46579026] [ 0.66678244 0.53794318 0.53040872 0.54043792 0.44952851] [ 0.39047348 0.45922732 0.54174152 0.62588947 0.45790443] [ 0.85948636 0.43876876 0.45461099 0.18911495 0.3372896 ] [ 0.16001643 0.46865852 0.44795685 0.90055668 0.48214644] [ 0.82049109 0.50402731 0.5632937 0.2385444 0.33631325] [ 0.44220496 0.49233843 0.35935497 0.67452285 0.5002684 ] [ 0.54347839 0.52929428 0.43094674 0.42062979 0.39608383] [ 0.56412255 0.41642449 0.57539253 0.36138745 0.48058545] [ 0.61657334 0.53104542 0.38520697 0.54221127 0.42435732] [ 0.22728199 0.4242315 0.43482661 0.83343342 0.44776072] [ 0.33775355 0.56711331 0.50088042 0.65618489 0.60762611] [ 0.57936596 0.362392 0.50123374 0.36564782 0.38850951] Progress: 10.6% ... Training loss: 0.734 ... Validation loss: 1.268[ 0.1240578 0.46262204 0.36115094 0.86388739 0.53862685] [ 0.35077762 0.46470353 0.4999758 0.72163086 0.57196442] [ 0.20832154 0.57142897 0.38990777 0.81822567 0.49577211] [ 0.28205703 0.56027155 0.49139668 0.59106265 0.49557889] [ 0.55628713 0.46277926 0.50691567 0.76082677 0.35449432] [ 0.2915207 0.3867365 0.50752307 0.71070883 0.40824725] [ 0.41884059 0.56016908 0.5313608 0.7104969 0.41907003] [ 0.58819361 0.52733393 0.43262944 0.47908566 0.43278472] [ 0.67182438 0.53109975 0.5575522 0.55521651 0.37540056] [ 0.28205864 0.51804706 0.41464654 0.616958 0.56183926] [ 0.64703742 0.53770204 0.43155593 0.46629131 0.37763654] [ 0.35404382 0.48238325 0.39819406 0.68917025 0.57942051] [ 0.26219923 0.5265938 0.35598566 0.77359532 0.5849899 ] [ 0.55647686 0.55794398 0.39507026 0.68118216 0.57762976] [ 0.30435924 0.56872429 0.47649186 0.66480992 0.45096898] [ 0.67495952 0.37218808 0.44994579 0.2137539 0.40332694] [ 0.42984989 0.40050356 0.57258568 0.59303725 0.46565182] [ 0.74054931 0.52059047 0.45940518 0.48604709 0.40680901] [ 0.75106566 0.33413573 0.58333102 0.22807778 0.44162607] [ 0.36797492 0.41958256 0.53377028 0.72496018 0.33246029] [ 0.66021848 0.50575583 0.38022344 0.49784656 0.32599215] [ 0.23339138 0.49274772 0.55383082 0.81285529 0.63139134] [ 0.57140244 0.5410729 0.42582625 0.37905336 0.41506297] [ 0.63517738 0.57226853 0.36029987 0.53354746 0.46166546] [ 0.58678264 0.39843675 0.36830314 0.40871896 0.28579246] [ 0.27957186 0.48301835 0.48769251 0.86003884 0.625951 ] [ 0.17835981 0.55596332 0.49401809 0.82989724 0.66436028] [ 0.46899416 0.55507702 0.5163932 0.45042051 0.42816951] [ 0.62686141 0.510925 0.53907936 0.47213477 0.30123087] [ 0.51687962 0.53301741 0.46141196 0.46364323 0.39500496] [ 0.77091439 0.33655392 0.4782963 0.33325893 0.40480708] [ 0.62614897 0.5112564 0.45366234 0.472453 0.48320616] [ 0.82888704 0.5223737 0.58271661 0.31184372 0.43599012] [ 0.30105173 0.4215436 0.52998497 0.80943065 0.40739099] [ 0.44776608 0.49589651 0.56575545 0.75501074 0.44855458] [ 0.40419749 0.64603803 0.53636696 0.64759855 0.47495251] [ 0.39922686 0.47441845 0.48621105 0.54448571 0.40574827] [ 0.37558546 0.50963105 0.42566532 0.68307832 0.55800335] [ 0.64750444 0.54721252 0.45070348 0.55168386 0.40741636] [ 0.46190448 0.60308478 0.40845501 0.70305303 0.32713637] [ 0.25907519 0.59629739 0.35832268 0.87971875 0.54782626] [ 0.42269229 0.38529285 0.60219791 0.51039676 0.6404145 ] [ 0.35313234 0.40271268 0.50030567 0.82340645 0.46492444] [ 0.23972335 0.46881523 0.58678586 0.58814999 0.63601093] [ 0.20080016 0.44398742 0.42430492 0.88848602 0.50037517] [ 0.6172494 0.43140295 0.50095278 0.47725983 0.458082 ] [ 0.18399761 0.55813894 0.52433454 0.86987314 0.53308332] [ 0.6502877 0.56508202 0.48858775 0.60207771 0.34440063] [ 0.52736335 0.36540293 0.46018326 0.67469875 0.49091059] [ 0.18225678 0.53127659 0.43662269 0.78280735 0.4813911 ] [ 0.69520345 0.46746909 0.34571365 0.4744295 0.39403459] [ 0.5003577 0.46155807 0.49751258 0.41251454 0.48218995] [ 0.29833998 0.63339738 0.42095906 0.74267905 0.4833459 ] [ 0.60653802 0.56526915 0.43209566 0.46126674 0.36055023] [ 0.43863382 0.47326316 0.5905749 0.62786653 0.4006638 ] [ 0.17829399 0.51948619 0.41495686 0.85484235 0.46375959] [ 0.4172162 0.31455981 0.62494472 0.62684489 0.44267303] [ 0.81667883 0.49631481 0.45322632 0.48028727 0.31829052] [ 0.40543515 0.58041488 0.51759302 0.75967675 0.40214567] [ 0.47676132 0.66846219 0.62044157 0.58530633 0.51467721] [ 0.26270201 0.62885577 0.32306142 0.76910135 0.57114629] [ 0.45250253 0.54709064 0.44714424 0.47243578 0.36102739] [ 0.17110676 0.48959747 0.48717912 0.78963513 0.47654769] [ 0.34877593 0.58879388 0.43961999 0.80211592 0.53676903] [ 0.32035037 0.53569681 0.60484224 0.70062711 0.4455148 ] [ 0.43440841 0.35320617 0.58781513 0.63869966 0.56063413] [ 0.5344935 0.47015592 0.69514427 0.5241654 0.44302613] [ 0.61560389 0.39232289 0.58316078 0.37321757 0.53908051] [ 0.12437788 0.59973063 0.3828661 0.88731414 0.54591362] [ 0.21720905 0.45973001 0.50899096 0.80331186 0.42193427] [ 0.22842219 0.41527307 0.57216894 0.72204683 0.54081539] [ 0.3074137 0.59090162 0.50481494 0.74062871 0.5196015 ] [ 0.48421766 0.49842069 0.46505363 0.49453207 0.48827991] [ 0.75550781 0.42200638 0.54389153 0.34920015 0.41160863] [ 0.81617241 0.40044462 0.59234022 0.25724513 0.4566452 ] [ 0.46794872 0.49583211 0.41035492 0.54207547 0.52473638] [ 0.33632348 0.4498759 0.60719669 0.77334846 0.43840187] [ 0.57841461 0.40840399 0.51770619 0.49664636 0.5475354 ] [ 0.49180444 0.42978574 0.47981292 0.56840356 0.33333015] [ 0.4770964 0.57420182 0.4524171 0.53056769 0.36109042] [ 0.19181251 0.44247432 0.49509393 0.70953015 0.42623812] [ 0.62815677 0.43106357 0.37220692 0.36574508 0.26721323] [ 0.47217108 0.52394115 0.40823963 0.74917535 0.57679976] [ 0.8136631 0.36246681 0.56273413 0.22523618 0.42912711] [ 0.61684608 0.51708357 0.49231562 0.36238112 0.46108662] [ 0.44023695 0.58101587 0.42634458 0.52521337 0.36079951] [ 0.56074176 0.58073369 0.56809031 0.51025505 0.47100565] [ 0.57396492 0.5026928 0.4320779 0.48745451 0.45355348] [ 0.5181356 0.47155051 0.44225798 0.5344576 0.40345249] [ 0.49667345 0.4963494 0.48217402 0.52968683 0.63982827] [ 0.73314207 0.28344135 0.43330092 0.22110253 0.46266854] [ 0.82952514 0.43816006 0.5454503 0.39103946 0.2704535 ] [ 0.74070081 0.32854972 0.59607933 0.29356192 0.37653452] [ 0.60908181 0.59303209 0.48331227 0.46656611 0.60895245] [ 0.33149006 0.52120479 0.50797241 0.74061286 0.46106076] [ 0.44412952 0.62171923 0.3508102 0.73065491 0.51491879] [ 0.77892887 0.43704521 0.63233115 0.2244906 0.3956796 ] [ 0.42221597 0.51120541 0.46402395 0.81437831 0.35154257] [ 0.52583861 0.44530767 0.6382413 0.74385666 0.30774923] [ 0.66809039 0.39937635 0.58537275 0.34376088 0.52073053] [ 0.2097287 0.43736513 0.39394411 0.77775458 0.42862373] [ 0.30766201 0.63024325 0.51823567 0.72576367 0.36598945] [ 0.64794972 0.41034095 0.51735599 0.44351331 0.34974462] [ 0.74597616 0.41149031 0.64354498 0.24314917 0.44185812] [ 0.52479795 0.59687181 0.47733954 0.68322724 0.44673887] [ 0.39615943 0.64065292 0.55758176 0.61357574 0.61904019] [ 0.48204174 0.42591099 0.46462976 0.65907528 0.27499378] [ 0.52661804 0.42588766 0.51195301 0.34043077 0.43885393] [ 0.64825304 0.46736736 0.48877197 0.49704546 0.37374411] [ 0.83592296 0.30645137 0.57526617 0.08765277 0.34204025] [ 0.38281518 0.38806779 0.45059726 0.79675465 0.36954015] [ 0.71576256 0.34183117 0.50091987 0.40085043 0.4918902 ] [ 0.75972565 0.43431487 0.38075271 0.40222515 0.44631644] [ 0.44546174 0.52199226 0.46140201 0.56648384 0.51056532] [ 0.76749212 0.54440718 0.56110571 0.30411616 0.47515571] [ 0.79775874 0.51256825 0.58211073 0.30664374 0.50975538] [ 0.32335513 0.68661878 0.40208355 0.82170255 0.47273537] [ 0.58175565 0.53664683 0.4862494 0.40141618 0.46012393] [ 0.28139475 0.52350831 0.53651341 0.6836006 0.48793811] [ 0.42727727 0.3145646 0.58161468 0.6631913 0.40091607] [ 0.40986182 0.49841558 0.58042519 0.74564465 0.36835941] [ 0.57601407 0.59487317 0.38096601 0.53609811 0.54706372] [ 0.47818516 0.41360669 0.48733708 0.67146935 0.3242858 ] [ 0.58420936 0.54925296 0.47290721 0.54454931 0.43778674] [ 0.60276831 0.55168376 0.57505092 0.52488838 0.37105175] [ 0.67230424 0.42086467 0.47568628 0.50772495 0.46851762] [ 0.36895295 0.45169791 0.58386565 0.67896686 0.43552084] [ 0.56524349 0.47390077 0.45720857 0.45735948 0.37228054] Progress: 10.6% ... Training loss: 0.733 ... Validation loss: 1.263[ 0.86039335 0.31669967 0.51667651 0.31206748 0.42618427] [ 0.71115104 0.63062786 0.38717144 0.55795565 0.35812426] [ 0.53306897 0.37815297 0.56895546 0.55858779 0.39652783] [ 0.44694492 0.4637342 0.53423269 0.54921046 0.64992225] [ 0.4290766 0.42717058 0.66433389 0.71718898 0.4578447 ] [ 0.64796417 0.48494829 0.38500295 0.50128907 0.39760715] [ 0.63757248 0.42820618 0.42663545 0.40683287 0.46208299] [ 0.40615892 0.55797481 0.39480825 0.62101316 0.43310768] [ 0.74853666 0.47074445 0.48836837 0.32353861 0.42422013] [ 0.7350392 0.33521479 0.66379821 0.18058797 0.45423342] [ 0.22165095 0.57082334 0.39750974 0.7622483 0.48979078] [ 0.80107234 0.5316103 0.44648901 0.27780328 0.41948522] [ 0.71512146 0.49460561 0.58688236 0.39756194 0.40399848] [ 0.6333972 0.46876431 0.41304844 0.48523619 0.55524839] [ 0.22085428 0.46313755 0.62452933 0.71251889 0.5956302 ] [ 0.61455165 0.68129214 0.30574161 0.66686283 0.37014217] [ 0.77612526 0.45371847 0.5441116 0.34340719 0.41283686] [ 0.72266822 0.41835841 0.65754282 0.22604623 0.52642938] [ 0.20091589 0.44571865 0.4525402 0.89986546 0.55797276] [ 0.6741299 0.49630646 0.32319288 0.41520505 0.34284448] [ 0.39119211 0.68295745 0.43314282 0.77841668 0.51019919] [ 0.76945466 0.32375311 0.58694118 0.16507397 0.35921589] [ 0.4372774 0.57320342 0.53355505 0.66472746 0.4383919 ] [ 0.42459297 0.5587678 0.58853541 0.51012985 0.37905359] [ 0.72867317 0.69977558 0.4096206 0.66603205 0.31866187] [ 0.63553858 0.43230361 0.49081502 0.44529552 0.31028528] [ 0.50781825 0.56876079 0.46537007 0.49312468 0.44631739] [ 0.40164308 0.48281167 0.41000698 0.66979533 0.51791754] [ 0.41237043 0.39262096 0.49604227 0.73954026 0.37544583] [ 0.62370637 0.55692943 0.36936032 0.61653055 0.44863174] [ 0.12017018 0.63259121 0.36419139 0.91416095 0.47181864] [ 0.27325101 0.36010443 0.54413775 0.7093142 0.43541662] [ 0.54485808 0.54782073 0.53797335 0.64593244 0.41336813] [ 0.64732514 0.46267008 0.56556971 0.41092712 0.6082869 ] [ 0.3949105 0.52827981 0.55810582 0.69834202 0.57769034] [ 0.73297462 0.43528455 0.42983913 0.38550045 0.41234122] [ 0.37995849 0.54633718 0.36481289 0.45586993 0.48842352] [ 0.60221829 0.42371279 0.62610014 0.50123193 0.47417639] [ 0.41991711 0.38386304 0.581497 0.68456928 0.46796504] [ 0.73413676 0.45433883 0.47597628 0.3891031 0.45459271] [ 0.65383454 0.55847193 0.53914127 0.47638302 0.37006691] [ 0.32499167 0.46443482 0.48986612 0.60263802 0.59416772] [ 0.46612666 0.42722852 0.49341476 0.61674027 0.62468268] [ 0.32964531 0.58033779 0.53988428 0.83693708 0.50433803] [ 0.61640352 0.54390327 0.38230749 0.43070688 0.43303675] [ 0.44471408 0.47985526 0.5936471 0.66692787 0.49366144] [ 0.64518601 0.57991423 0.45398315 0.41859204 0.47205588] [ 0.55203475 0.502962 0.47798726 0.37585155 0.54419383] [ 0.74721818 0.38654753 0.42519222 0.37422173 0.38850398] [ 0.71302415 0.49610804 0.43468463 0.41479807 0.44045716] [ 0.83146899 0.52053509 0.41233905 0.28871101 0.31764379] [ 0.42714846 0.48792074 0.48527852 0.74545366 0.4020686 ] [ 0.79827482 0.3358306 0.51357879 0.21685289 0.47285508] [ 0.30670746 0.4349367 0.59951604 0.84062045 0.48632127] [ 0.52631424 0.45977934 0.41966391 0.67860651 0.44244754] [ 0.27773421 0.4844584 0.50560411 0.74799494 0.51672219] [ 0.13847827 0.51493901 0.6108779 0.82540538 0.51502993] [ 0.78059168 0.35582113 0.5260681 0.33063365 0.32909929] [ 0.35175882 0.36633099 0.53685217 0.64739227 0.43685378] [ 0.4371846 0.53818898 0.44162311 0.63922538 0.51285316] [ 0.54486454 0.42928785 0.35984549 0.67960034 0.38244875] [ 0.36894533 0.5407136 0.39264396 0.36393024 0.54629397] [ 0.38051679 0.47536471 0.49062599 0.37191442 0.46709943] [ 0.60039159 0.37076519 0.52691678 0.59373607 0.40393258] [ 0.65310499 0.43570569 0.5845349 0.4391545 0.43502399] [ 0.36486447 0.59072629 0.59889418 0.56052638 0.58639232] [ 0.6024347 0.64360098 0.30614325 0.70324927 0.42837223] [ 0.30118985 0.54261015 0.60045701 0.75092464 0.65945497] [ 0.75408345 0.47487661 0.61762905 0.21060526 0.45891873] [ 0.46134792 0.49761229 0.51825714 0.52257057 0.62711578] [ 0.44614227 0.6061079 0.48539769 0.50937769 0.44525712] [ 0.48927265 0.48270615 0.47056137 0.50392644 0.3443774 ] [ 0.52590647 0.44396324 0.49552079 0.6361178 0.30233024] [ 0.41126988 0.39979114 0.50134288 0.66517373 0.2948977 ] [ 0.51104452 0.62696563 0.36000224 0.68498693 0.36306671] [ 0.65469644 0.48610997 0.49764243 0.52454574 0.4849225 ] [ 0.33387923 0.62093368 0.47163818 0.73108085 0.52601013] [ 0.29365872 0.52383228 0.39113254 0.76530162 0.50143552] [ 0.47291069 0.47490986 0.37034107 0.63903659 0.39193596] [ 0.22442812 0.61539754 0.45779288 0.84069402 0.61334166] [ 0.4675015 0.53745847 0.63926081 0.61480626 0.43303404] [ 0.55174079 0.48889733 0.46555367 0.54118687 0.34646431] [ 0.22111449 0.6213145 0.43556957 0.78675546 0.40402762] [ 0.54226504 0.51708109 0.45661027 0.63991954 0.44835211] [ 0.37452042 0.5144215 0.51510936 0.65033422 0.4854212 ] [ 0.55191982 0.52489863 0.45245839 0.5799672 0.49302223] [ 0.49606884 0.56852046 0.48177634 0.72329612 0.52230337] [ 0.47377743 0.55855205 0.34974106 0.57195567 0.50111269] [ 0.47567311 0.50347621 0.47930034 0.6601322 0.42520366] [ 0.50503526 0.41374048 0.62749006 0.42418049 0.47149397] [ 0.24954566 0.5392192 0.61405958 0.80556659 0.58162169] [ 0.49254558 0.56736897 0.55228039 0.61651933 0.4439554 ] [ 0.38390595 0.51229844 0.43359548 0.62763269 0.42048549] [ 0.27181152 0.50242636 0.46699773 0.89860668 0.53850787] [ 0.74210602 0.4553971 0.45396841 0.33499488 0.41488109] [ 0.52773251 0.30530002 0.58957408 0.5890115 0.41156878] [ 0.84454751 0.31271587 0.53232549 0.17790854 0.39093464] [ 0.51453377 0.56359211 0.42324271 0.64418576 0.3384728 ] [ 0.28756252 0.65068634 0.38017158 0.79036044 0.55590637] [ 0.72206719 0.55069769 0.52008928 0.30377065 0.35340967] [ 0.54050759 0.42806266 0.50018558 0.35988851 0.60706374] [ 0.70889922 0.42093212 0.65744719 0.26194103 0.49257142] [ 0.71457075 0.54679327 0.59903355 0.28360984 0.50950538] [ 0.22521378 0.47080804 0.61900967 0.75045392 0.51640528] [ 0.57530536 0.35928177 0.65162743 0.24107341 0.48051021] [ 0.46934379 0.57675915 0.4178325 0.58425504 0.33451156] [ 0.22550684 0.53827398 0.5955114 0.85953142 0.5438796 ] [ 0.43305395 0.60056168 0.28690461 0.6583269 0.44716659] [ 0.71470587 0.38055263 0.47118334 0.53310125 0.31200094] [ 0.28896394 0.41072819 0.54891067 0.82124237 0.45304185] [ 0.17405322 0.48993128 0.44148428 0.79264711 0.48601856] [ 0.67159319 0.25474682 0.57387834 0.30260236 0.47927513] [ 0.40966641 0.50699697 0.64862274 0.67346073 0.50928502] [ 0.45060723 0.45803268 0.41360031 0.64557142 0.48469968] [ 0.69581066 0.27032561 0.39076783 0.28380243 0.42530348] [ 0.64733984 0.4909658 0.41168955 0.33706906 0.35110404] [ 0.32226483 0.68713808 0.40191232 0.82209168 0.4729716 ] [ 0.6463536 0.45413783 0.60416355 0.55726827 0.41830427] [ 0.47452207 0.43224702 0.68432201 0.54355639 0.44709601] [ 0.64311357 0.39970224 0.48834312 0.50535975 0.38491064] [ 0.62625049 0.42388217 0.57795423 0.46604563 0.40810384] [ 0.78061155 0.36813952 0.54954176 0.2409066 0.23437746] [ 0.58806047 0.36535046 0.61617057 0.43705836 0.34563042] [ 0.54804192 0.55713943 0.44352894 0.66801549 0.35716613] [ 0.45514252 0.48837651 0.49349273 0.71375586 0.39753115] [ 0.63618859 0.40906374 0.54719092 0.42051768 0.521273 ] [ 0.53148804 0.59172296 0.39394268 0.47579047 0.3525865 ] [ 0.1042094 0.59606158 0.43750447 0.92747547 0.59542019] Progress: 10.7% ... Training loss: 0.733 ... Validation loss: 1.269[ 0.37189614 0.4204104 0.47468644 0.64866025 0.39844322] [ 0.4710921 0.54161155 0.51858806 0.6305828 0.50967558] [ 0.47254173 0.43957622 0.50778613 0.68750468 0.38185002] [ 0.42259278 0.51120808 0.46402393 0.81429782 0.3515466 ] [ 0.69021716 0.30189817 0.43167713 0.46029568 0.38162076] [ 0.7491293 0.37677226 0.51351019 0.40863927 0.5691648 ] [ 0.25616674 0.47002503 0.33849235 0.69102563 0.48634643] [ 0.35413221 0.45379926 0.60566177 0.76826121 0.32497651] [ 0.40273427 0.50155487 0.46616154 0.52885009 0.5074267 ] [ 0.54859726 0.44388522 0.57665333 0.43003399 0.52869083] [ 0.27271681 0.60563716 0.31795878 0.83238438 0.56665473] [ 0.57569751 0.46576388 0.56027865 0.40856938 0.3252338 ] [ 0.86882312 0.39489306 0.49823899 0.20175816 0.30389223] [ 0.32626485 0.62220005 0.36262615 0.80649484 0.35200269] [ 0.53405938 0.56832135 0.53558258 0.57849593 0.45027014] [ 0.22445611 0.42331416 0.43747123 0.68905802 0.56467829] [ 0.37652253 0.51320017 0.50940811 0.81367457 0.37342099] [ 0.67268261 0.4807254 0.44726151 0.48856129 0.51267431] [ 0.35066836 0.45879875 0.54934044 0.74803366 0.33016813] [ 0.77198368 0.31634358 0.58098506 0.33559431 0.4738429 ] [ 0.63647552 0.524696 0.51713353 0.51750934 0.35658472] [ 0.68376033 0.57538058 0.3838968 0.45184789 0.30436029] [ 0.4666244 0.50928967 0.60955583 0.53836104 0.32734674] [ 0.63988495 0.49764664 0.59343254 0.25702997 0.39287889] [ 0.53033035 0.5035846 0.50651859 0.6123029 0.40056055] [ 0.73414519 0.35640534 0.37221961 0.31462281 0.38984182] [ 0.57819826 0.53311725 0.59101631 0.47391639 0.49355761] [ 0.30010473 0.66254153 0.32605382 0.70637959 0.47595843] [ 0.75058832 0.31307853 0.49444838 0.32318575 0.45752584] [ 0.16509084 0.52282923 0.40976075 0.89926943 0.45892251] [ 0.49020145 0.4856303 0.54121801 0.57526419 0.44284792] [ 0.56382256 0.37743801 0.50658384 0.61904239 0.31447361] [ 0.59662682 0.47138911 0.48304704 0.31731456 0.49050012] [ 0.77616543 0.44489068 0.55372263 0.19331103 0.37300383] [ 0.50993107 0.55909094 0.50221671 0.60004748 0.41203053] [ 0.65620437 0.38427659 0.5506559 0.24177121 0.55133234] [ 0.51471136 0.37084312 0.45470553 0.41655688 0.39358603] [ 0.17492228 0.53827369 0.48215346 0.87817306 0.42980414] [ 0.85718787 0.38601209 0.56116962 0.19844544 0.35740763] [ 0.36812956 0.44039771 0.39453575 0.64302545 0.40249897] [ 0.28112997 0.35010299 0.5165374 0.64196908 0.61683583] [ 0.57787091 0.37327826 0.61160735 0.53468896 0.34024734] [ 0.56864843 0.64659656 0.49368172 0.52446523 0.52403015] [ 0.63903082 0.45111128 0.50960868 0.38580457 0.44873417] [ 0.7263553 0.45832216 0.54264577 0.20186918 0.41551449] [ 0.63193353 0.46965728 0.420517 0.42108295 0.33348871] [ 0.44746389 0.53773454 0.3850295 0.62759102 0.52518399] [ 0.33947409 0.48138607 0.39282235 0.77147004 0.47894403] [ 0.67377251 0.37943162 0.47165035 0.47173888 0.45433192] [ 0.56406909 0.51711332 0.62430652 0.47365399 0.48921272] [ 0.45594622 0.47912344 0.59323714 0.69887585 0.45697877] [ 0.72971294 0.69935517 0.40976035 0.66532917 0.31849319] [ 0.64850657 0.54136567 0.48298503 0.51031688 0.37097773] [ 0.71302377 0.45289942 0.42421283 0.46617277 0.51034929] [ 0.71859733 0.38840761 0.50067056 0.33694881 0.41586295] [ 0.58212586 0.36055004 0.53769435 0.60260434 0.44795593] [ 0.70611608 0.44933488 0.44861133 0.5517488 0.54294829] [ 0.37647209 0.65834963 0.30251639 0.77281054 0.50993028] [ 0.24936918 0.45714418 0.44612697 0.81183675 0.46495557] [ 0.44483093 0.3371047 0.52511785 0.69619756 0.33443083] [ 0.64041555 0.55871953 0.41951373 0.54613315 0.36636472] [ 0.25719505 0.44206997 0.64134216 0.7705269 0.52272474] [ 0.58903398 0.49077355 0.49208904 0.34019085 0.48453325] [ 0.34634782 0.49156172 0.59133884 0.75512644 0.51580276] [ 0.50637942 0.45188301 0.57327957 0.57741073 0.49360205] [ 0.45297825 0.54867889 0.50923129 0.65916964 0.54246716] [ 0.63245069 0.41773156 0.6529072 0.34949959 0.50737124] [ 0.49581826 0.46792958 0.49051966 0.51596921 0.43137563] [ 0.37189614 0.4204104 0.47468644 0.64866025 0.39844322] [ 0.58261122 0.45800757 0.71362465 0.60555669 0.42368694] [ 0.70232828 0.43942584 0.57143648 0.35823944 0.47482866] [ 0.28840448 0.43787851 0.66261772 0.825492 0.47054609] [ 0.50827707 0.56002469 0.41202745 0.61943248 0.3793548 ] [ 0.60388332 0.44515269 0.357088 0.43256441 0.40154059] [ 0.66487102 0.41260804 0.45941627 0.39010992 0.36282478] [ 0.60223386 0.61001648 0.56524553 0.57399028 0.43150181] [ 0.44263862 0.46647763 0.38579826 0.52793728 0.50759746] [ 0.41566512 0.53484529 0.51304483 0.4397536 0.5208508 ] [ 0.21279833 0.53755099 0.40046662 0.73801574 0.50873509] [ 0.62986801 0.46741188 0.52329517 0.2990134 0.28112565] [ 0.34865207 0.47060227 0.49749317 0.4327601 0.52401032] [ 0.67537025 0.47881621 0.51157709 0.4215667 0.45099261] [ 0.59037105 0.34410416 0.70304899 0.47635489 0.34413669] [ 0.44764345 0.37940384 0.40560015 0.63237676 0.53808645] [ 0.21652501 0.4816502 0.50930204 0.73376299 0.38910133] [ 0.77891621 0.45206377 0.59722456 0.16158818 0.5292499 ] [ 0.41737321 0.5348236 0.52476346 0.79193475 0.45540356] [ 0.8551562 0.44812919 0.484407 0.20234928 0.27504161] [ 0.48042187 0.53581076 0.5261795 0.55290462 0.55994896] [ 0.29159057 0.56774165 0.42988375 0.70410601 0.49233411] [ 0.54006012 0.55422109 0.46293382 0.58385457 0.32498444] [ 0.33441514 0.41370357 0.64771588 0.65139064 0.38482061] [ 0.29879112 0.51468568 0.5185465 0.76275161 0.3832063 ] [ 0.17731374 0.44475834 0.43458526 0.88001816 0.53430789] [ 0.38292791 0.37245626 0.45114862 0.64958772 0.38416268] [ 0.5861143 0.45064865 0.61008892 0.53060863 0.34643058] [ 0.58531205 0.393545 0.62394446 0.30892184 0.46463635] [ 0.72724058 0.34052287 0.5869269 0.43710616 0.3294404 ] [ 0.71857612 0.46453023 0.48805851 0.51184417 0.38592698] [ 0.19975991 0.47857525 0.52822396 0.74077985 0.54475221] [ 0.37133743 0.53224057 0.42469749 0.63973084 0.54818266] [ 0.40809777 0.56900443 0.3718037 0.58338631 0.40774637] [ 0.51256754 0.37014666 0.63358276 0.59662481 0.45285296] [ 0.29271492 0.59685101 0.44794786 0.72901792 0.34948429] [ 0.3559518 0.44867644 0.4687511 0.80944034 0.43824215] [ 0.43779112 0.45012695 0.54054163 0.66210228 0.41553821] [ 0.50296022 0.37674315 0.52029394 0.52368161 0.36469081] [ 0.60119155 0.52030563 0.41001954 0.60016835 0.41162221] [ 0.32798193 0.56041533 0.42171889 0.61043951 0.41524044] [ 0.76630374 0.40307219 0.5732134 0.3381826 0.36348841] [ 0.45379464 0.5782639 0.35773106 0.65169868 0.48951237] [ 0.45854401 0.51256511 0.47664086 0.6193088 0.38464687] [ 0.42897289 0.69958017 0.45234392 0.63848505 0.51130139] [ 0.18163841 0.57992517 0.46492559 0.89092818 0.48483629] [ 0.57819826 0.53311725 0.59101631 0.47391639 0.49355761] [ 0.32498649 0.66941445 0.30449138 0.81990455 0.50007088] [ 0.65820039 0.47996665 0.51353951 0.19062129 0.5173646 ] [ 0.50103626 0.54190328 0.4116422 0.52760697 0.30328605] [ 0.56589507 0.45390351 0.66181353 0.66263188 0.37108566] [ 0.33979432 0.44610845 0.46949838 0.65385215 0.57200035] [ 0.639896 0.45394215 0.51830603 0.46730599 0.36533154] [ 0.61318602 0.4912532 0.52298852 0.38348764 0.48272325] [ 0.64986801 0.48294729 0.43336726 0.4410235 0.39697828] [ 0.54073271 0.3646457 0.6257192 0.52882604 0.35600542] [ 0.85923302 0.58016655 0.44370661 0.33472278 0.35935909] [ 0.50580219 0.65981651 0.41824994 0.67765687 0.42962788] [ 0.65028425 0.50933944 0.55778976 0.34468207 0.45107524] [ 0.44822097 0.48986169 0.55041902 0.58988667 0.47916312] Progress: 10.7% ... Training loss: 0.732 ... Validation loss: 1.268[ 0.51318164 0.56898628 0.5582937 0.7042595 0.29569014] [ 0.59123871 0.34384069 0.70311777 0.47585612 0.34403579] [ 0.44758358 0.49778666 0.52245704 0.73069111 0.3980839 ] [ 0.75208723 0.42140883 0.53770747 0.2638443 0.47938546] [ 0.35880253 0.45465808 0.59110297 0.65859276 0.62679554] [ 0.4872212 0.55196055 0.46564321 0.57111441 0.42476549] [ 0.18618187 0.57425779 0.52154897 0.84575727 0.6501059 ] [ 0.46960304 0.36806655 0.49008036 0.47160876 0.43829342] [ 0.60189184 0.50818775 0.39821948 0.53257956 0.31207136] [ 0.26353535 0.51918861 0.58643023 0.76233219 0.50792829] [ 0.49838634 0.46414366 0.39033119 0.63383945 0.36089204] [ 0.20674692 0.49344462 0.49953186 0.77251182 0.46790894] [ 0.45166924 0.49646636 0.53923799 0.56039953 0.45803782] [ 0.64809334 0.36754141 0.50116214 0.38951359 0.49198506] [ 0.31774807 0.47046298 0.45339395 0.68244409 0.46479272] [ 0.64544322 0.52084316 0.42457784 0.38375132 0.45551808] [ 0.42440793 0.44363451 0.4704814 0.62925396 0.39788784] [ 0.7482572 0.51507066 0.5683264 0.22118729 0.50988555] [ 0.53320258 0.50596058 0.37184951 0.42479927 0.36616375] [ 0.53487056 0.50703006 0.45105828 0.46869238 0.32111655] [ 0.78024703 0.34688197 0.49613513 0.26229798 0.35701203] [ 0.50517356 0.43909217 0.45324568 0.56751768 0.56198721] [ 0.49572019 0.55541638 0.46955763 0.58845391 0.5527411 ] [ 0.71550767 0.51271746 0.42164256 0.47175319 0.51730403] [ 0.76723314 0.42175435 0.4886348 0.22217628 0.28590207] [ 0.44279065 0.61153455 0.42936126 0.6454553 0.32507744] [ 0.46407797 0.58131693 0.57086668 0.56198476 0.43762835] [ 0.66653668 0.54490872 0.37717571 0.59987325 0.29878644] [ 0.52768077 0.44926171 0.59460107 0.6494708 0.33462061] [ 0.55011386 0.58782455 0.58076445 0.55172623 0.44966391] [ 0.14404277 0.51167106 0.44739501 0.8083378 0.43216978] [ 0.72056742 0.27195639 0.50349712 0.39891381 0.37911452] [ 0.39930692 0.67174047 0.48365866 0.7007709 0.39263385] [ 0.80900742 0.49428293 0.47085155 0.44037449 0.3792518 ] [ 0.83516355 0.3614348 0.41587215 0.17223481 0.31253146] [ 0.43460787 0.63641744 0.38612295 0.54062428 0.53280242] [ 0.47223591 0.35197701 0.67152322 0.65665324 0.45685647] [ 0.41195071 0.53593733 0.49770675 0.70354678 0.55231523] [ 0.22139448 0.50509493 0.59816727 0.87291248 0.56192818] [ 0.30232518 0.43397552 0.5287422 0.77255727 0.51949988] [ 0.79750163 0.34956658 0.65976736 0.18161399 0.46048898] [ 0.74145743 0.48073218 0.4327188 0.36808992 0.42929186] [ 0.65087578 0.56778245 0.67716363 0.46722905 0.49887137] [ 0.5185186 0.45605506 0.5004815 0.59980153 0.27494128] [ 0.37780545 0.59015593 0.37685375 0.64532861 0.47374491] [ 0.3490047 0.56173838 0.45693976 0.58489146 0.53821747] [ 0.5270069 0.46743906 0.56281639 0.56800595 0.48401448] [ 0.61445324 0.38167295 0.50371927 0.33818145 0.47826948] [ 0.53177278 0.46977994 0.48821566 0.42007272 0.50253645] [ 0.3342567 0.50632173 0.49668382 0.87610985 0.42815601] [ 0.68060207 0.50381441 0.49651779 0.52799831 0.53619959] [ 0.52053718 0.49741799 0.25925491 0.59374905 0.40169451] [ 0.64980802 0.56754123 0.38096462 0.65311975 0.45272838] [ 0.64844868 0.35580998 0.4710679 0.21797536 0.51219454] [ 0.7998021 0.51930468 0.56596606 0.43675064 0.35015436] [ 0.35597255 0.55564936 0.43548639 0.49549957 0.56132925] [ 0.26095651 0.50632976 0.60329801 0.76117184 0.44332989] [ 0.23410792 0.44368092 0.50084648 0.87452661 0.57782775] [ 0.80621381 0.45521826 0.61065821 0.23750221 0.442427 ] [ 0.59213619 0.4810157 0.54173288 0.46513372 0.481224 ] [ 0.76039982 0.51041769 0.50459198 0.52743956 0.38805852] [ 0.29102623 0.56618846 0.54636792 0.79288206 0.52483099] [ 0.16324934 0.42002065 0.54551592 0.83851046 0.59946372] [ 0.43096483 0.39333849 0.59976632 0.71164409 0.37840765] [ 0.64599988 0.50050136 0.4291372 0.41253439 0.39906866] [ 0.63359815 0.31937131 0.43796545 0.44991171 0.34051448] [ 0.28649863 0.57158502 0.54228328 0.78135134 0.5135834 ] [ 0.76595185 0.49818868 0.45797726 0.36821866 0.38299851] [ 0.63890006 0.42043422 0.49963105 0.40975541 0.54317765] [ 0.33056186 0.72365111 0.33662959 0.83799886 0.45654417] [ 0.25828898 0.49466793 0.42123435 0.71317365 0.53200418] [ 0.1344949 0.57974218 0.3544845 0.87175561 0.46527059] [ 0.34704901 0.43586379 0.49139683 0.66415218 0.35522678] [ 0.38737581 0.52860394 0.53643275 0.81004951 0.41823752] [ 0.59650481 0.5793758 0.55907243 0.63570314 0.40635018] [ 0.86397501 0.3387944 0.50127783 0.22988597 0.36624565] [ 0.58798586 0.46969495 0.46397998 0.38971727 0.43924234] [ 0.56760297 0.59405978 0.36056087 0.53860132 0.34440107] [ 0.67913682 0.27707805 0.48329375 0.40585528 0.56948639] [ 0.2889129 0.62816698 0.27358457 0.83003844 0.40528844] [ 0.21887106 0.57269567 0.45447967 0.7313864 0.47059809] [ 0.37571391 0.48194695 0.42034325 0.51009191 0.4134233 ] [ 0.32021871 0.56653261 0.48568149 0.75711585 0.46658037] [ 0.79093595 0.38752532 0.63239414 0.19681476 0.44907999] [ 0.79907617 0.48937453 0.5757771 0.23437179 0.49596705] [ 0.60347785 0.64329453 0.30622976 0.70266348 0.42824096] [ 0.82564816 0.31486972 0.58284612 0.16245715 0.47100276] [ 0.77532504 0.35310141 0.62174691 0.17297636 0.48759701] [ 0.50760852 0.56177548 0.34352236 0.5848277 0.38572757] [ 0.34299093 0.48847168 0.58552903 0.71244732 0.37197352] [ 0.62534441 0.48943352 0.5487899 0.54561654 0.44777777] [ 0.73820606 0.43295857 0.51812405 0.26294489 0.357281 ] [ 0.48772463 0.45449719 0.46481738 0.35096306 0.47216697] [ 0.64877796 0.54582348 0.49037038 0.44610041 0.56023429] [ 0.4397913 0.56521982 0.32889274 0.76311668 0.55309529] [ 0.57304254 0.53832037 0.43052809 0.49551075 0.55091598] [ 0.636164 0.49655209 0.54861392 0.61936179 0.48518103] [ 0.67546997 0.49501158 0.32566877 0.51169827 0.34812745] [ 0.59335516 0.385102 0.51038967 0.40775146 0.37046282] [ 0.58054274 0.58416022 0.50269663 0.63884362 0.40855898] [ 0.75163326 0.46126642 0.53782342 0.43988976 0.35143623] [ 0.33111018 0.5133525 0.52743472 0.64537492 0.47478493] [ 0.52606579 0.46013393 0.51611685 0.46210417 0.50359868] [ 0.29270118 0.52453065 0.39093445 0.76577806 0.50170751] [ 0.6403883 0.45767701 0.48130739 0.41021888 0.35158675] [ 0.83707737 0.30555601 0.57556568 0.08727108 0.34167052] [ 0.22474033 0.58446141 0.45046765 0.80039974 0.44459946] [ 0.51457921 0.46048447 0.59675632 0.4371623 0.40243731] [ 0.7201733 0.34345116 0.56776654 0.36314833 0.47534215] [ 0.54793541 0.46263155 0.46548994 0.48852033 0.3993049 ] [ 0.2962697 0.67784165 0.43229543 0.74545001 0.52286847] [ 0.45623249 0.5154603 0.45431901 0.4546334 0.34665222] [ 0.46687233 0.55597457 0.51612239 0.45167642 0.42850887] [ 0.57387864 0.56427951 0.48902853 0.60252522 0.43816474] [ 0.58555653 0.47442454 0.45223842 0.48437692 0.46423308] [ 0.68044098 0.50665788 0.41973273 0.33031374 0.38130174] [ 0.61075341 0.48930302 0.46331799 0.40343906 0.50284834] [ 0.80205539 0.39632088 0.48450683 0.15842629 0.25840426] [ 0.64412505 0.44903842 0.60089449 0.55475934 0.45083381] [ 0.1683274 0.41818316 0.42222932 0.86404208 0.53844713] [ 0.73966869 0.44183091 0.50632227 0.27027054 0.34069811] [ 0.25050288 0.5919532 0.39958333 0.67312275 0.56345857] [ 0.7373528 0.51762465 0.45707074 0.2329644 0.33692354] [ 0.61537769 0.4459128 0.47825244 0.34352752 0.38278754] [ 0.78874133 0.42980626 0.49691402 0.16367858 0.3996071 ] [ 0.52052038 0.51978324 0.47383786 0.5522535 0.45799897] [ 0.44257484 0.58757475 0.3872502 0.64725037 0.40048765] [ 0.81396523 0.40654454 0.57135439 0.25199768 0.44755744] Progress: 10.8% ... Training loss: 0.731 ... Validation loss: 1.273[ 0.27976291 0.52465694 0.53618051 0.68457516 0.48838587] [ 0.43566542 0.52827574 0.53215817 0.53146549 0.42184296] [ 0.62696202 0.54647285 0.53223698 0.47304966 0.42576663] [ 0.62599986 0.51856668 0.5520391 0.38740276 0.40619308] [ 0.55988362 0.43508489 0.55621949 0.46853927 0.56041032] [ 0.69326859 0.48861032 0.57622698 0.34038555 0.30151589] [ 0.17453078 0.50186672 0.55824457 0.77348685 0.6370697 ] [ 0.3584073 0.53469626 0.54482091 0.72194988 0.59090244] [ 0.811167 0.43343575 0.41715756 0.2228641 0.30872477] [ 0.37469005 0.52653676 0.50922969 0.74827965 0.41417759] [ 0.46799303 0.43154739 0.44041427 0.62458657 0.33197215] [ 0.7093316 0.45662919 0.44495929 0.43423924 0.36344807] [ 0.68578582 0.44467586 0.4039357 0.2872577 0.35527237] [ 0.51557179 0.48496438 0.58995946 0.33364194 0.53906239] [ 0.70317443 0.42262764 0.62295381 0.23376767 0.41480346] [ 0.28633481 0.57172492 0.54224158 0.78147631 0.5136406 ] [ 0.74909659 0.38238272 0.51629864 0.23251873 0.32595601] [ 0.4740665 0.50677425 0.53194752 0.63445336 0.52456019] [ 0.2638452 0.49960425 0.46542739 0.80506856 0.47777977] [ 0.68516063 0.57246213 0.46544864 0.38669288 0.47188493] [ 0.26884567 0.47982792 0.58215661 0.70217301 0.58965576] [ 0.19316534 0.45315363 0.45849749 0.77019657 0.45085257] [ 0.37821075 0.56539292 0.52306584 0.71942518 0.59954665] [ 0.47499803 0.43709211 0.57863046 0.68645489 0.45585137] [ 0.63436113 0.44513685 0.4133837 0.60539129 0.43072391] [ 0.54281793 0.42869211 0.56339882 0.49264086 0.54878624] [ 0.62204386 0.50629881 0.46537604 0.57059748 0.50150284] [ 0.19029849 0.59081012 0.54913757 0.77302416 0.63670175] [ 0.5034029 0.37672056 0.52030641 0.52342374 0.36468327] [ 0.44213239 0.5165739 0.29089263 0.63197632 0.4590611 ] [ 0.80510261 0.41193427 0.3744197 0.188764 0.31299018] [ 0.57966867 0.61908329 0.46867516 0.60064654 0.39094522] [ 0.63643684 0.61304529 0.41895924 0.44324542 0.30295139] [ 0.36569489 0.36522083 0.6249437 0.33326184 0.61079047] [ 0.63833053 0.43268474 0.41503125 0.48837038 0.46785253] [ 0.64825917 0.55281285 0.41200309 0.5540044 0.42967085] [ 0.4951798 0.31645369 0.42271395 0.55349996 0.4074928 ] [ 0.25816367 0.62931665 0.47692724 0.72331133 0.66159549] [ 0.46824576 0.43893815 0.42947686 0.67662698 0.53936723] [ 0.6500778 0.5555698 0.38601683 0.47099094 0.44806542] [ 0.56583832 0.58447762 0.47869676 0.60172273 0.46964986] [ 0.63499432 0.52314323 0.37189164 0.60774877 0.36563245] [ 0.67649194 0.49396838 0.45222353 0.41657183 0.32991111] [ 0.25420256 0.39048572 0.5575428 0.69215626 0.50683542] [ 0.36985288 0.5761056 0.41355437 0.59899072 0.41783213] [ 0.83125968 0.40458662 0.32645351 0.16345993 0.25253951] [ 0.64153325 0.45932129 0.5170512 0.52488622 0.39094071] [ 0.59265541 0.4045686 0.61737183 0.24421919 0.53827488] [ 0.23731456 0.52073978 0.43848402 0.86328631 0.48204527] [ 0.44548921 0.47601967 0.46581749 0.67238115 0.35218109] [ 0.80187271 0.49205529 0.51125593 0.27005446 0.37207653] [ 0.52696645 0.43852006 0.59225126 0.69906996 0.39361509] [ 0.31119778 0.52588618 0.39549308 0.70199562 0.40471435] [ 0.72306827 0.4063372 0.60529019 0.15880088 0.50534 ] [ 0.50746298 0.60071421 0.59048035 0.49610079 0.41487931] [ 0.39623578 0.53137541 0.3203725 0.71329979 0.44051785] [ 0.38021488 0.5829852 0.47436929 0.64969373 0.50531438] [ 0.3518749 0.5348411 0.39180477 0.72959843 0.57475009] [ 0.12522212 0.53473933 0.49333301 0.86096701 0.44120563] [ 0.22301852 0.47510484 0.62022429 0.77545826 0.64017816] [ 0.39141058 0.51653545 0.55125831 0.7536967 0.46715346] [ 0.58053397 0.56864789 0.44789434 0.63007527 0.34583634] [ 0.20398143 0.52766919 0.57422044 0.7750777 0.58956743] [ 0.73666204 0.41751434 0.56632973 0.13341769 0.43631657] [ 0.3936552 0.52902025 0.55788924 0.69897427 0.57797462] [ 0.8504485 0.50819839 0.54828537 0.2706842 0.31884355] [ 0.62559606 0.55906203 0.35721201 0.38860119 0.45700798] [ 0.51547134 0.53020221 0.47325364 0.75555695 0.27003924] [ 0.26355121 0.58314733 0.44647448 0.720454 0.4932046 ] [ 0.653506 0.5715436 0.56406682 0.29322025 0.56768799] [ 0.20445736 0.56369634 0.4569618 0.69469181 0.39799909] [ 0.80575051 0.33842337 0.46273919 0.23049178 0.33828279] [ 0.5482539 0.50221639 0.52087975 0.43515995 0.49642583] [ 0.4828429 0.53328974 0.42228556 0.43008872 0.30251409] [ 0.43086687 0.44744323 0.53955649 0.47774878 0.58552174] [ 0.49896049 0.50683484 0.51119714 0.36199022 0.37421757] [ 0.68464166 0.44715242 0.55593181 0.55499544 0.40263118] [ 0.41722588 0.64473021 0.44601734 0.67884738 0.45716142] [ 0.63911444 0.42733038 0.55870616 0.46807865 0.41360802] [ 0.4474134 0.42691712 0.66599044 0.6220711 0.47375703] [ 0.50339692 0.53459317 0.65359288 0.4568516 0.49483031] [ 0.22007185 0.51906273 0.60851839 0.78798316 0.50506761] [ 0.75469221 0.28280537 0.61740224 0.24224587 0.46646991] [ 0.42132879 0.58163916 0.53352812 0.54103222 0.46866009] [ 0.76455257 0.36146752 0.52231037 0.26498641 0.43782488] [ 0.58108397 0.41054302 0.59404453 0.33864754 0.51610604] [ 0.68594964 0.36558899 0.56993697 0.21925635 0.55716814] [ 0.80114037 0.42795228 0.43543776 0.3838229 0.26756428] [ 0.30521903 0.56370457 0.54083365 0.72410017 0.42053928] [ 0.61600357 0.43948162 0.44380127 0.29513615 0.43685501] [ 0.33097004 0.36910168 0.44483693 0.50532757 0.6922203 ] [ 0.64077242 0.50572962 0.43682832 0.31094397 0.42356509] [ 0.51776007 0.535415 0.50386877 0.77699871 0.38731803] [ 0.51414249 0.44151783 0.54219699 0.5432961 0.29126535] [ 0.7099511 0.49256098 0.44526071 0.406889 0.41804142] [ 0.46789579 0.3658865 0.48928681 0.68364729 0.3874406 ] [ 0.27789012 0.45400833 0.55872581 0.71581745 0.40540957] [ 0.52018425 0.44935957 0.42206568 0.58146583 0.39181335] [ 0.62491048 0.46788944 0.53576802 0.3432637 0.52257291] [ 0.79353108 0.51866415 0.47985553 0.26195084 0.41630902] [ 0.58688371 0.52350474 0.34765611 0.51781055 0.27752317] [ 0.58406184 0.57210315 0.5566153 0.5336239 0.46746323] [ 0.5272836 0.43416887 0.55312251 0.4533221 0.49684372] [ 0.30204132 0.49165893 0.61476824 0.67293001 0.51888387] [ 0.69650025 0.48389572 0.65966522 0.39503136 0.36959041] [ 0.30283815 0.43322982 0.44010015 0.66906501 0.38046957] [ 0.87903629 0.46644512 0.60540501 0.16098888 0.350254 ] [ 0.2493576 0.44265993 0.56245781 0.6656334 0.6525574 ] [ 0.66101466 0.45589243 0.4300071 0.60599011 0.5299479 ] [ 0.30772991 0.6022305 0.34901196 0.83122083 0.44675294] [ 0.60181649 0.43788468 0.56519207 0.48440061 0.53278811] [ 0.38893519 0.53566617 0.35486082 0.79377555 0.36798243] [ 0.7573221 0.34913851 0.68148161 0.24725649 0.44099063] [ 0.35251267 0.51704943 0.5212108 0.60768092 0.45790209] [ 0.70824975 0.50697659 0.47584921 0.22159461 0.42745012] [ 0.62811396 0.49173121 0.5125958 0.37490491 0.56905518] [ 0.6510977 0.4827002 0.55645441 0.37487972 0.35618209] [ 0.32793141 0.50497958 0.40501199 0.68765127 0.57891546] [ 0.22365641 0.51135321 0.42686748 0.89596637 0.46818663] [ 0.87852406 0.47038275 0.48725949 0.21893219 0.3196485 ] [ 0.53533027 0.46493199 0.42875983 0.49781111 0.5302431 ] [ 0.14215171 0.6104023 0.39249901 0.89464041 0.53508635] [ 0.1892449 0.4445969 0.49445575 0.71177018 0.42705099] [ 0.74523478 0.59663446 0.4910056 0.39119133 0.47054622] [ 0.24320218 0.55423623 0.5204881 0.60166609 0.54487802] [ 0.51787599 0.54773357 0.48142281 0.56081204 0.48406354] [ 0.36237494 0.52731219 0.27984771 0.80862218 0.49422994] [ 0.44974455 0.5734546 0.45072691 0.70713447 0.55801872] Progress: 10.8% ... Training loss: 0.730 ... Validation loss: 1.270[ 0.19218517 0.43015844 0.44190896 0.83631783 0.47932242] [ 0.18412442 0.55412983 0.47901623 0.87061351 0.54305416] [ 0.42999147 0.5272417 0.47546626 0.48621093 0.44654881] [ 0.64452732 0.6589851 0.44102461 0.57971516 0.38483276] [ 0.60505503 0.45641144 0.54134306 0.38875751 0.49094276] [ 0.60280365 0.46834224 0.58557806 0.41424363 0.50834768] [ 0.17305465 0.55268987 0.4367491 0.84132004 0.39037454] [ 0.53587215 0.52215357 0.43049318 0.41938692 0.35044467] [ 0.3148493 0.58560174 0.49350904 0.72545274 0.51685355] [ 0.60339626 0.51419963 0.54412196 0.46652528 0.48298432] [ 0.44592986 0.47168058 0.53527551 0.50056171 0.50425585] [ 0.71616109 0.53294926 0.42533512 0.35904423 0.41474177] [ 0.18227804 0.55798198 0.51493104 0.77839036 0.54746276] [ 0.33415588 0.58625356 0.50534455 0.71218118 0.39951985] [ 0.71434492 0.59482438 0.61422337 0.45143166 0.42774648] [ 0.7262057 0.51724625 0.43121503 0.2845138 0.39764078] [ 0.1148119 0.53842795 0.48040383 0.87580145 0.44128225] [ 0.56127046 0.43684627 0.5750597 0.45135451 0.55374266] [ 0.43749893 0.45045643 0.54044258 0.6623815 0.41564703] [ 0.74887813 0.37856571 0.54716613 0.29527377 0.43763728] [ 0.67013958 0.34121478 0.41407986 0.45693594 0.46828035] [ 0.5936752 0.48957537 0.57294523 0.39609753 0.46812418] [ 0.70779044 0.58746989 0.29078032 0.56121795 0.33909618] [ 0.69296801 0.35067577 0.50098788 0.23448178 0.37209232] [ 0.61688147 0.54316238 0.31107276 0.64755677 0.32478434] [ 0.48669449 0.45904607 0.53076755 0.67431296 0.32637499] [ 0.50984846 0.46285185 0.46882766 0.48484106 0.362797 ] [ 0.6089047 0.37926937 0.54450623 0.35312988 0.30795395] [ 0.40736626 0.39682064 0.5676823 0.53699784 0.53970992] [ 0.86255226 0.31496546 0.51727764 0.30962653 0.42542888] [ 0.30898067 0.45201267 0.59196069 0.65362203 0.49085806] [ 0.18613656 0.54159513 0.40100415 0.79097117 0.50473977] [ 0.61619388 0.47552937 0.53467764 0.31102292 0.54610179] [ 0.5239112 0.48653607 0.49375561 0.46523314 0.51183236] [ 0.5820971 0.50838881 0.5957446 0.46397019 0.56070888] [ 0.47019364 0.44452275 0.49632099 0.60431607 0.5101834 ] [ 0.74919688 0.42273468 0.41563673 0.52238091 0.40017358] [ 0.35518515 0.32392336 0.67892477 0.67885457 0.48911338] [ 0.43734775 0.43950932 0.44171693 0.68111422 0.34802731] [ 0.25750145 0.49843 0.42922121 0.58124002 0.40020396] [ 0.67921608 0.44336418 0.56568014 0.32732081 0.44761718] [ 0.6514982 0.41553803 0.54142043 0.48536011 0.44081886] [ 0.79005947 0.39544001 0.44974239 0.14537895 0.38414419] [ 0.38526245 0.50643125 0.58511706 0.73988281 0.49607904] [ 0.4663228 0.41569975 0.55492995 0.59232487 0.40067542] [ 0.6816814 0.50987593 0.40191576 0.34967037 0.35957996] [ 0.54209029 0.47713346 0.45053866 0.37614958 0.42693985] [ 0.67585023 0.35017099 0.64790617 0.28826811 0.46869782] [ 0.67682873 0.43124746 0.6407124 0.6038849 0.32853467] [ 0.77464246 0.45412771 0.50026656 0.46136847 0.40936281] [ 0.74570509 0.4525078 0.57997914 0.27614976 0.43139276] [ 0.48459173 0.59915016 0.33549683 0.60679331 0.50951404] [ 0.59295811 0.39815201 0.54807241 0.31546407 0.52377469] [ 0.47150172 0.45051597 0.52739273 0.62682717 0.36056135] [ 0.34879943 0.54008797 0.46752901 0.72274409 0.35615938] [ 0.70569789 0.36901655 0.61186966 0.26264372 0.53644009] [ 0.37646537 0.59894997 0.38962798 0.75366518 0.4107219 ] [ 0.54868449 0.50207401 0.52092783 0.43489154 0.49638126] [ 0.47155805 0.49776543 0.4885722 0.73508348 0.39091166] [ 0.66972838 0.53661004 0.53081172 0.53854055 0.44901006] [ 0.36594297 0.46166945 0.58596468 0.61566491 0.58856322] [ 0.64399444 0.66547114 0.50641618 0.43679038 0.42564027] [ 0.49764537 0.61806987 0.45527082 0.71566201 0.3909031 ] [ 0.84109877 0.47096581 0.55802534 0.15215341 0.44436965] [ 0.79067132 0.43886942 0.53657062 0.25131115 0.43486196] [ 0.49864384 0.49340428 0.4060916 0.76609023 0.2762687 ] [ 0.75213119 0.27981018 0.61208968 0.24661268 0.3786046 ] [ 0.18391281 0.59815396 0.47515817 0.7367719 0.49905731] [ 0.72209062 0.40927219 0.53010167 0.38029235 0.41957261] [ 0.43521453 0.46891471 0.44440256 0.62272642 0.32408512] [ 0.7121254 0.39845751 0.37238004 0.20886128 0.35243729] [ 0.57116155 0.36979775 0.49597282 0.63207133 0.40972067] [ 0.67482524 0.58602912 0.46989149 0.64906936 0.39517505] [ 0.74457148 0.45405136 0.45437378 0.33327411 0.41436718] [ 0.74299736 0.48036468 0.53666743 0.30056073 0.39851517] [ 0.25477092 0.53060535 0.5192809 0.8531004 0.46155222] [ 0.77552335 0.33405527 0.4791349 0.32966051 0.40377689] [ 0.67039745 0.55637902 0.47484378 0.48146886 0.39297611] [ 0.58580595 0.58970242 0.50474933 0.52670467 0.542832 ] [ 0.45252632 0.39992912 0.57184308 0.62836016 0.36734246] [ 0.20666521 0.44750375 0.45645016 0.89282829 0.57599858] [ 0.53698939 0.32661125 0.5678096 0.5514633 0.27511896] [ 0.86858553 0.35834099 0.46733757 0.18197458 0.30297165] [ 0.66811841 0.52263662 0.49038977 0.27786904 0.45511776] [ 0.51478533 0.47100958 0.51964779 0.46790351 0.63745388] [ 0.45212368 0.583307 0.45564389 0.65472229 0.40826987] [ 0.69754478 0.41398202 0.42889529 0.26716968 0.33481123] [ 0.65434477 0.5727775 0.57339762 0.42255505 0.31964364] [ 0.53826827 0.5122351 0.54279884 0.49840492 0.37985718] [ 0.61990493 0.38667695 0.46882582 0.43745864 0.39221526] [ 0.33013387 0.45905061 0.57583594 0.68868371 0.46583113] [ 0.32154511 0.40152485 0.55639587 0.78971097 0.52271606] [ 0.30002102 0.53224994 0.5078987 0.7273137 0.38741638] [ 0.66396876 0.46971687 0.66025881 0.29240945 0.48188177] [ 0.63404331 0.42033454 0.5695262 0.41940885 0.43025393] [ 0.70990632 0.43007277 0.62786504 0.37132964 0.44421899] [ 0.84183293 0.38819074 0.48363601 0.24163152 0.29324134] [ 0.69535918 0.39014071 0.3184667 0.3959573 0.34813555] [ 0.79044667 0.48630604 0.52240044 0.39315823 0.42968676] [ 0.72789794 0.47000732 0.31892717 0.29031164 0.31798783] [ 0.25276532 0.41641289 0.47520766 0.78280355 0.42483951] [ 0.50397812 0.47666648 0.4617431 0.71849463 0.35594998] [ 0.21139174 0.49291568 0.56026372 0.76688613 0.52043512] [ 0.61984073 0.49692672 0.55845992 0.49750252 0.55740827] [ 0.73160454 0.32990871 0.63770099 0.31789659 0.5696968 ] [ 0.41467096 0.67428384 0.3404255 0.7133535 0.44153562] [ 0.62908409 0.52573146 0.40190027 0.38924242 0.42937845] [ 0.87193791 0.43192763 0.37821003 0.2003881 0.31637996] [ 0.589684 0.54486259 0.51000287 0.57205774 0.43692215] [ 0.50777522 0.6841345 0.35759593 0.71163357 0.46401044] [ 0.81355848 0.411594 0.50644911 0.16297293 0.26429508] [ 0.69282159 0.38270466 0.56404198 0.24953101 0.42717526] [ 0.69533086 0.36918839 0.58166688 0.33911415 0.47914848] [ 0.43920852 0.54220643 0.43870483 0.71633637 0.33492963] [ 0.22755549 0.52693894 0.49675294 0.87821147 0.46017396] [ 0.33274472 0.46676093 0.46177344 0.637919 0.41650028] [ 0.69488873 0.3470979 0.58210749 0.3214378 0.37981298] [ 0.77588103 0.39686106 0.48095882 0.36666639 0.3950825 ] [ 0.45527844 0.44000535 0.57374808 0.39686556 0.64095011] [ 0.24526164 0.46511618 0.46876849 0.74189981 0.43812823] [ 0.75353661 0.47014366 0.44510091 0.16524141 0.35643875] [ 0.10635027 0.5372245 0.45703468 0.8963019 0.59773657] [ 0.51263275 0.52403609 0.58238231 0.53750171 0.48519898] [ 0.53641755 0.44164503 0.55724975 0.54911536 0.37586477] [ 0.23985538 0.55221564 0.33121063 0.79657179 0.35230999] [ 0.56150617 0.44205736 0.54287187 0.53850044 0.52960609] [ 0.71329031 0.48216782 0.47774235 0.44005954 0.37803147] [ 0.51011421 0.46978967 0.44838934 0.49088248 0.46781959] Progress: 10.8% ... Training loss: 0.730 ... Validation loss: 1.272[ 0.47516323 0.40279458 0.53507037 0.62407136 0.43077503] [ 0.60045649 0.49601968 0.56689076 0.59338142 0.4699199 ] [ 0.35073883 0.47328219 0.51331697 0.79758509 0.37083781] [ 0.34928534 0.45449445 0.41947392 0.84479434 0.46356632] [ 0.21605868 0.49787027 0.57234398 0.6802584 0.56600145] [ 0.65511657 0.50181676 0.49919854 0.42309855 0.3875681 ] [ 0.47923736 0.51748415 0.56125192 0.57174907 0.34455039] [ 0.26517197 0.51556528 0.34970109 0.81023186 0.43384315] [ 0.7553454 0.52671175 0.56396041 0.34737471 0.38820801] [ 0.54068692 0.49995818 0.4105686 0.51463407 0.38210978] [ 0.57279086 0.45574278 0.64683146 0.39093222 0.49951965] [ 0.3750591 0.59150258 0.38266685 0.72530451 0.56543759] [ 0.38565515 0.6323409 0.37370918 0.77085461 0.43424031] [ 0.53185401 0.56723865 0.44493854 0.63284837 0.37912541] [ 0.41771399 0.49153823 0.4001364 0.66355444 0.37684148] [ 0.59686921 0.64674775 0.37453429 0.52908916 0.49076608] [ 0.61667599 0.41856452 0.59726117 0.2288219 0.57251945] [ 0.19169458 0.56209832 0.52101612 0.84607957 0.56069855] [ 0.2485033 0.59330065 0.3991909 0.67447019 0.56398437] [ 0.30521787 0.48653708 0.47132628 0.85340768 0.45184966] [ 0.16912603 0.60205014 0.45989717 0.67924848 0.46924675] [ 0.4874595 0.45475231 0.46474911 0.35113323 0.47224898] [ 0.53746514 0.66260289 0.32180169 0.69294987 0.52846747] [ 0.29766496 0.55798974 0.50803122 0.81303509 0.47293673] [ 0.59746304 0.3961875 0.51226152 0.31431228 0.39743953] [ 0.44489497 0.48196854 0.57409714 0.69646748 0.43074458] [ 0.75366218 0.4425644 0.36089776 0.38849556 0.3659126 ] [ 0.5876018 0.45016895 0.61023118 0.52982977 0.34624153] [ 0.71920389 0.44698379 0.47493227 0.41198561 0.3623226 ] [ 0.40178969 0.57256052 0.41276298 0.65269385 0.42513573] [ 0.35954073 0.59067966 0.27294398 0.79315779 0.45506805] [ 0.83477297 0.47376037 0.56167988 0.24650662 0.40298005] [ 0.74525776 0.42773182 0.32260971 0.22602987 0.2729787 ] [ 0.51834617 0.51292777 0.52602641 0.44882035 0.41529707] [ 0.73386023 0.36113342 0.44723304 0.19547485 0.37452154] [ 0.6615225 0.39375097 0.46734446 0.37667033 0.56751669] [ 0.55819812 0.51994073 0.43887274 0.55863832 0.45807313] [ 0.43014791 0.63878404 0.48201536 0.53296745 0.50251906] [ 0.50592669 0.52578735 0.51094726 0.44842043 0.36284323] [ 0.49571738 0.53478155 0.44831161 0.54330521 0.49278548] [ 0.62656958 0.51905624 0.55808357 0.2768275 0.51237311] [ 0.71310397 0.54281784 0.54181695 0.35535037 0.42453577] [ 0.72196984 0.34265784 0.56804066 0.36191602 0.47499798] [ 0.16993624 0.5249536 0.52913528 0.89541253 0.49945871] [ 0.72780984 0.44099967 0.4186054 0.34746452 0.31295757] [ 0.59188632 0.46030982 0.56392905 0.45806389 0.47315836] [ 0.24329634 0.52178875 0.56854119 0.69324787 0.40702626] [ 0.55029732 0.39484884 0.59161676 0.55380379 0.28077806] [ 0.73230625 0.51713875 0.25780402 0.40484604 0.29927137] [ 0.15144739 0.48841107 0.4567222 0.77355992 0.52351661] [ 0.45778848 0.4267984 0.57879652 0.60677436 0.40275798] [ 0.69833533 0.49148878 0.56946132 0.37514411 0.45855509] [ 0.83391737 0.44853956 0.51474207 0.2470738 0.38887717] [ 0.7025215 0.45889487 0.36567646 0.29977287 0.36709258] [ 0.75069082 0.45184556 0.61070844 0.1696314 0.46698106] [ 0.39524969 0.35532318 0.59512318 0.5848738 0.60999246] [ 0.77561666 0.4868498 0.53922137 0.22024189 0.44379853] [ 0.32290372 0.458543 0.68417635 0.75288912 0.39638949] [ 0.60510385 0.44800498 0.33352134 0.53525935 0.475758 ] [ 0.39883484 0.42895607 0.39362923 0.53294715 0.55082788] [ 0.40148179 0.57781026 0.40211957 0.54865549 0.49482544] [ 0.40089856 0.39887613 0.55280884 0.44347147 0.5871753 ] [ 0.74392421 0.31807709 0.40652634 0.29485051 0.45684784] [ 0.48106439 0.41896149 0.5398512 0.59611668 0.37919437] [ 0.74642924 0.36553452 0.51512994 0.22475856 0.40913797] [ 0.54348259 0.30596138 0.4743317 0.67414935 0.29471622] [ 0.67531903 0.29212893 0.6458792 0.31203454 0.56239385] [ 0.64019667 0.54664089 0.5506517 0.480102 0.39854551] [ 0.12931725 0.50420795 0.39258125 0.90366807 0.4534693 ] [ 0.29655546 0.48315383 0.45665438 0.65113619 0.3508199 ] [ 0.6447228 0.33724982 0.53851775 0.50676462 0.37853957] [ 0.6568272 0.42256278 0.60427988 0.31298031 0.53210661] [ 0.78898414 0.41351148 0.42527759 0.32453144 0.38979439] [ 0.50008075 0.55018367 0.41584143 0.43722059 0.49025396] [ 0.72557187 0.5647071 0.49348143 0.36527335 0.40167333] [ 0.60420153 0.50125286 0.58412118 0.52138604 0.42352534] [ 0.58292573 0.45434677 0.56065251 0.44763653 0.47352751] [ 0.22804961 0.50045069 0.61992451 0.80836334 0.53932342] [ 0.61134034 0.40544846 0.48850151 0.3195948 0.40933821] [ 0.39462891 0.46880007 0.60086733 0.77462395 0.34819378] [ 0.21184001 0.49516266 0.55197733 0.85358125 0.52391347] [ 0.41358876 0.39829429 0.38837413 0.70417675 0.32828229] [ 0.39834203 0.49047531 0.46823807 0.65773568 0.42688293] [ 0.7209694 0.38263823 0.5316977 0.31022785 0.44086339] [ 0.480745 0.52280078 0.44028165 0.7931118 0.36599036] [ 0.69674433 0.45038743 0.52037663 0.27636868 0.39037015] [ 0.69188861 0.51986625 0.49408859 0.2830591 0.43241001] [ 0.22040042 0.49531995 0.46445073 0.72802049 0.56608695] [ 0.49719711 0.46481802 0.39014674 0.63450047 0.36111849] [ 0.75529614 0.30238113 0.51576269 0.40434284 0.42941098] [ 0.54078181 0.50107701 0.46212175 0.46922181 0.49251585] [ 0.58371927 0.38674392 0.60652006 0.42090457 0.27700425] [ 0.18635684 0.54104702 0.53622162 0.78560384 0.63896184] [ 0.27141464 0.39736396 0.52376216 0.75947568 0.56422994] [ 0.30936179 0.54946053 0.40919014 0.82997616 0.6381185 ] [ 0.52712244 0.51309001 0.54349167 0.48540814 0.52690063] [ 0.40723229 0.55305594 0.43714146 0.70336014 0.51310041] [ 0.61963169 0.53427528 0.48594144 0.47525743 0.36500132] [ 0.60904338 0.52269853 0.37319534 0.441763 0.39923402] [ 0.42201304 0.56582162 0.24746752 0.71997454 0.38766023] [ 0.55650926 0.50531264 0.47353755 0.57294608 0.6265389 ] [ 0.59705483 0.64309273 0.36870208 0.66479119 0.32267636] [ 0.35280407 0.60621359 0.43243328 0.78973467 0.58677338] [ 0.64857779 0.31936958 0.58982374 0.33656128 0.60059926] [ 0.56452992 0.36254804 0.56172782 0.31170318 0.49684039] [ 0.3744766 0.582244 0.40147643 0.75859561 0.41182536] [ 0.25275791 0.55075672 0.49036774 0.81670491 0.54534329] [ 0.19712794 0.54865665 0.63078873 0.85504442 0.53305675] [ 0.74380138 0.34808593 0.45391645 0.21590742 0.37607441] [ 0.53149915 0.44539919 0.45853492 0.66540497 0.44748802] [ 0.63447064 0.54844534 0.58013246 0.45140067 0.51823268] [ 0.57491627 0.40526851 0.45470927 0.42985256 0.59901778] [ 0.53009524 0.50386635 0.50642943 0.61251155 0.40065107] [ 0.75458702 0.51495627 0.55655271 0.46097087 0.38679151] [ 0.79946245 0.62666674 0.46395007 0.41224901 0.38919594] [ 0.30455541 0.57576836 0.53433937 0.84379241 0.58383229] [ 0.28489315 0.57047764 0.34549334 0.67039109 0.51483671] [ 0.16830075 0.64222271 0.47685771 0.83800447 0.52406701] [ 0.85172768 0.37845828 0.44765782 0.129248 0.25320088] [ 0.40239062 0.59003994 0.50385319 0.68084535 0.34468672] [ 0.7183354 0.42182271 0.55001943 0.21566729 0.37984731] [ 0.78921874 0.41209504 0.54136091 0.23514458 0.30389817] [ 0.44523293 0.57827662 0.47541046 0.74423027 0.46057077] [ 0.72645919 0.39552231 0.47211252 0.25784908 0.38048252] [ 0.13156259 0.47361972 0.55832715 0.74590961 0.43300903] [ 0.71153947 0.58215792 0.51701468 0.43833431 0.42891926] [ 0.43322889 0.52156286 0.37088553 0.56327823 0.41531476] [ 0.23560736 0.41331608 0.41057206 0.81592543 0.50482314] Progress: 10.9% ... Training loss: 0.729 ... Validation loss: 1.275[ 0.65638377 0.47608619 0.57395399 0.36509962 0.49086376] [ 0.82295765 0.49168314 0.45461841 0.47359594 0.31675163] [ 0.22668141 0.60225319 0.5554676 0.72949451 0.52209137] [ 0.80058619 0.49998169 0.45639225 0.30796355 0.40015999] [ 0.70659563 0.57894717 0.45387376 0.35100884 0.40591719] [ 0.54216557 0.45129788 0.43059573 0.51314331 0.46603251] [ 0.32513471 0.55039805 0.51677212 0.66171278 0.55895421] [ 0.54428638 0.48524431 0.5463552 0.47026132 0.46085931] [ 0.41404688 0.59737024 0.41494796 0.63226537 0.50685766] [ 0.25147449 0.55513641 0.33308262 0.81955623 0.41979551] [ 0.62225289 0.51506381 0.4707232 0.29632356 0.42242989] [ 0.40222905 0.5322436 0.4839957 0.53241262 0.46161868] [ 0.54925704 0.53267932 0.34638301 0.56806846 0.36789145] [ 0.50226385 0.5463631 0.57807269 0.49170259 0.39459759] [ 0.68685996 0.5375427 0.38805476 0.52387612 0.33226115] [ 0.3794757 0.50483893 0.53843488 0.71243627 0.35442223] [ 0.75687275 0.49985399 0.40284662 0.32462711 0.39884462] [ 0.52672303 0.45594877 0.41362703 0.51597378 0.42181254] [ 0.37429093 0.59069203 0.53416184 0.69956361 0.48983325] [ 0.6312788 0.53611333 0.52878935 0.55629863 0.42650769] [ 0.32383448 0.627262 0.45986157 0.73443787 0.62846554] [ 0.48007332 0.58101431 0.44811927 0.72989293 0.52258374] [ 0.45231997 0.48556643 0.50109663 0.68176516 0.39709584] [ 0.25036801 0.43531357 0.61542276 0.80519154 0.5598275 ] [ 0.65827013 0.52507773 0.54476817 0.31773432 0.56168288] [ 0.77805282 0.56106047 0.51723594 0.49502236 0.45796339] [ 0.44773902 0.38312119 0.65073024 0.6228892 0.50695513] [ 0.50846115 0.65703134 0.2089409 0.57791294 0.33011862] [ 0.39048032 0.4907466 0.56098093 0.56922092 0.51771144] [ 0.21512101 0.56144671 0.48061618 0.788071 0.50103584] [ 0.44041261 0.50979543 0.47259742 0.66037165 0.4342893 ] [ 0.10911463 0.42333588 0.55054852 0.87515468 0.59366711] [ 0.55960739 0.51873199 0.47383533 0.75048542 0.49800675] [ 0.89185009 0.456629 0.54559386 0.15004242 0.39286768] [ 0.52818333 0.50934112 0.37784812 0.41282059 0.43348162] [ 0.2484657 0.58903286 0.52164048 0.62026346 0.45494429] [ 0.72418778 0.35278726 0.53960439 0.3954534 0.42591195] [ 0.73841193 0.5751664 0.47465926 0.4099616 0.4102972 ] [ 0.80995272 0.35897066 0.47662622 0.30898341 0.39801716] [ 0.56260466 0.38728119 0.47278496 0.66515669 0.44914682] [ 0.52180679 0.55277154 0.43561266 0.7136729 0.34570686] [ 0.69271353 0.34734 0.34977099 0.46828459 0.3440267 ] [ 0.53429118 0.56510084 0.41180011 0.61050287 0.37301576] [ 0.7437674 0.34055721 0.53176458 0.28000506 0.37704614] [ 0.42179043 0.40632398 0.44910983 0.46184694 0.53461851] [ 0.48708524 0.48972976 0.5662907 0.774648 0.39935521] [ 0.47975718 0.40565701 0.49826034 0.65414753 0.32926836] [ 0.7287486 0.36050723 0.45058755 0.23525472 0.39377585] [ 0.58690028 0.44543368 0.53908816 0.34837624 0.55085398] [ 0.26086708 0.59803805 0.46529094 0.74443882 0.5282421 ] [ 0.65113514 0.52302168 0.62846166 0.43221434 0.43166732] [ 0.56482722 0.44370495 0.5765981 0.56672063 0.40334949] [ 0.52326585 0.52731924 0.62938755 0.69837443 0.45116768] [ 0.59557254 0.55890974 0.42639489 0.67117861 0.52332969] [ 0.73876084 0.4882703 0.52740037 0.21952677 0.45467173] [ 0.35636559 0.46396383 0.42990244 0.78478266 0.5182426 ] [ 0.50578664 0.41343187 0.62757738 0.42362611 0.47136457] [ 0.65103739 0.47835932 0.40426408 0.48549564 0.49016642] [ 0.37851044 0.40824435 0.43242536 0.8522604 0.45764411] [ 0.14693973 0.55347856 0.57615458 0.85588644 0.44662784] [ 0.28624623 0.60660137 0.35607318 0.70284875 0.39650258] [ 0.32329161 0.43877402 0.61545834 0.71653478 0.51442193] [ 0.54761297 0.41995532 0.33610222 0.48746097 0.41079433] [ 0.62109429 0.56740667 0.43988205 0.63016004 0.39784307] [ 0.59089389 0.41282889 0.5763297 0.35759439 0.42249775] [ 0.74744969 0.59554698 0.49136078 0.38952992 0.47012028] [ 0.49811607 0.50008599 0.42130931 0.2749077 0.49813708] [ 0.60813928 0.26490378 0.43415978 0.44542779 0.39709304] [ 0.71206364 0.46088675 0.40148178 0.4419014 0.3326487 ] [ 0.60551547 0.48278075 0.41184083 0.42275175 0.38193394] [ 0.56560999 0.4205251 0.506197 0.4702433 0.43463603] [ 0.44948859 0.50390411 0.45040576 0.65167778 0.3735028 ] [ 0.27859644 0.62080739 0.41066075 0.67849162 0.48143526] [ 0.74339416 0.46090752 0.60942869 0.3407266 0.46458445] [ 0.34350348 0.48314374 0.52432482 0.71210574 0.39674417] [ 0.56055896 0.5259376 0.5503144 0.4935207 0.43537464] [ 0.19699702 0.48130963 0.5360655 0.7659664 0.59889803] [ 0.44473733 0.58742485 0.4081687 0.67600942 0.44889764] [ 0.52624585 0.39937241 0.61494665 0.30282969 0.60844594] [ 0.35758275 0.58371529 0.43909964 0.7583032 0.42214369] [ 0.39280341 0.44970665 0.52856148 0.70231258 0.5266132 ] [ 0.60534561 0.46951469 0.39845647 0.59592489 0.34045506] [ 0.54961561 0.49703771 0.50345968 0.57516057 0.40349434] [ 0.68348705 0.4113193 0.50052581 0.37292281 0.4366069 ] [ 0.63256156 0.54167157 0.48863684 0.4289419 0.42251591] [ 0.48559347 0.56680804 0.56897382 0.50733421 0.39976296] [ 0.34035118 0.46752201 0.44631543 0.66080676 0.32875496] [ 0.59180234 0.42468702 0.55776141 0.51185577 0.49828042] [ 0.74566634 0.49712323 0.49014447 0.26911134 0.39777437] [ 0.49006463 0.51915874 0.42142632 0.67302909 0.32411753] [ 0.52770731 0.47258266 0.53338378 0.67110336 0.49727548] [ 0.63135846 0.48358486 0.35513441 0.40831267 0.39265654] [ 0.55225342 0.3895264 0.60395991 0.49841782 0.43987595] [ 0.59266911 0.52385407 0.35591145 0.42977267 0.39340137] [ 0.60351728 0.39639786 0.43276901 0.48041258 0.50710689] [ 0.60285371 0.4592333 0.42733552 0.51250338 0.27959893] [ 0.77307233 0.48195803 0.54944923 0.33418772 0.4132444 ] [ 0.70069883 0.51032921 0.40649103 0.50985252 0.44779086] [ 0.41592066 0.61928281 0.42754404 0.64341388 0.36005044] [ 0.38022558 0.57040266 0.55670136 0.48641318 0.58398069] [ 0.6622271 0.3855366 0.60164128 0.29087696 0.57131575] [ 0.53421237 0.58761116 0.5119325 0.53490356 0.58713268] [ 0.4673469 0.49697168 0.5632343 0.58926766 0.48973071] [ 0.72159156 0.44290977 0.62099046 0.37314053 0.43396696] [ 0.20913074 0.60420874 0.57990704 0.82942489 0.52375655] [ 0.59170663 0.40459924 0.40617226 0.61553539 0.39844546] [ 0.34238499 0.44880951 0.53389221 0.55875162 0.58205796] [ 0.36966666 0.44781765 0.47535229 0.77118399 0.43502049] [ 0.53626572 0.48925367 0.46901381 0.48320174 0.55964625] [ 0.56308202 0.36701754 0.56562459 0.51382434 0.41205835] [ 0.69596608 0.37419044 0.42064565 0.66286588 0.38710711] [ 0.54868817 0.52382016 0.48783419 0.47100411 0.52226917] [ 0.32570602 0.62280633 0.36245496 0.80666404 0.35222466] [ 0.54485078 0.39954925 0.53584146 0.51658358 0.35431673] [ 0.64535248 0.51953264 0.60016839 0.59165067 0.41108401] [ 0.69629123 0.45320209 0.4756378 0.3569723 0.40903981] [ 0.55045698 0.39174599 0.54115278 0.30606008 0.68898208] [ 0.34627 0.53034944 0.55585182 0.83898368 0.47039296] [ 0.12309448 0.53467321 0.42494616 0.90829521 0.52044957] [ 0.48533313 0.55790069 0.42154449 0.68499406 0.43162786] [ 0.58960761 0.64136399 0.50509871 0.51457289 0.35668571] [ 0.73614774 0.54790829 0.38592161 0.43213357 0.31328585] [ 0.47222565 0.57836454 0.59125314 0.5251949 0.4933403 ] [ 0.7314412 0.48732207 0.64601282 0.28588286 0.44783794] [ 0.43055233 0.38548688 0.66609056 0.63706248 0.5107837 ] [ 0.71979468 0.45629351 0.55918347 0.16082415 0.41430854] [ 0.76440846 0.43177251 0.38151438 0.39836505 0.44532767] [ 0.54273589 0.55889846 0.56053796 0.65741084 0.56521212] Progress: 10.9% ... Training loss: 0.729 ... Validation loss: 1.280[ 0.24441663 0.53416294 0.44705641 0.90112889 0.50974254] [ 0.72347944 0.28758912 0.50031363 0.31874556 0.50120584] [ 0.83798157 0.37442461 0.51586304 0.28874321 0.43029981] [ 0.60791091 0.60945298 0.48639557 0.62401004 0.40302424] [ 0.52294396 0.42902143 0.49147037 0.42146597 0.43134408] [ 0.54680214 0.38547664 0.57460992 0.65211608 0.3268965 ] [ 0.4973193 0.47245345 0.5025271 0.69483063 0.4084701 ] [ 0.53754322 0.40003913 0.56338353 0.54848697 0.59240774] [ 0.83951027 0.32672583 0.59021975 0.20362692 0.39570504] [ 0.22542286 0.54088722 0.46565959 0.88712922 0.57076592] [ 0.12622484 0.47950285 0.51703464 0.83372645 0.47804976] [ 0.77741467 0.42085343 0.54791269 0.24758069 0.42946065] [ 0.75534574 0.44994609 0.63475652 0.25431132 0.41445339] [ 0.64949922 0.50847532 0.43797738 0.44292478 0.40478939] [ 0.61585843 0.40561483 0.5683475 0.43841366 0.35271808] [ 0.50666363 0.47192481 0.45391758 0.59469168 0.59064058] [ 0.4648959 0.45910939 0.45927475 0.34925267 0.50443408] [ 0.85580604 0.33677251 0.49800753 0.30437259 0.40590302] [ 0.53407855 0.43985168 0.55920468 0.51642081 0.36935477] [ 0.79490407 0.4516845 0.53900826 0.22864822 0.5204604 ] [ 0.54681781 0.54547723 0.40580519 0.55000583 0.50615388] [ 0.64992265 0.42278077 0.54224403 0.53465366 0.4408329 ] [ 0.28805162 0.66533991 0.33841438 0.83927855 0.48906719] [ 0.40212172 0.3966612 0.42421969 0.692928 0.49921067] [ 0.45694243 0.47821542 0.52368934 0.711365 0.35747983] [ 0.73419346 0.34505461 0.50728806 0.19043116 0.39227491] [ 0.45120581 0.52392598 0.57824059 0.78625499 0.34130658] [ 0.49760079 0.59973839 0.66099063 0.59965159 0.51008952] [ 0.16917663 0.50951843 0.48509978 0.92174744 0.49603752] [ 0.64942897 0.59041664 0.39579994 0.57319966 0.35701393] [ 0.56418698 0.33868586 0.5429847 0.37989538 0.4605276 ] [ 0.31676739 0.50646443 0.31009228 0.86584315 0.39790856] [ 0.2737778 0.54412644 0.42540236 0.70780057 0.38730108] [ 0.5801772 0.43277204 0.67131498 0.37155792 0.49693272] [ 0.70528578 0.5204976 0.52605165 0.44500185 0.5040924 ] [ 0.43258196 0.56596034 0.49708287 0.63319622 0.36401797] [ 0.71587994 0.40166883 0.57607525 0.3724944 0.33009621] [ 0.81686275 0.43301297 0.51746343 0.20490475 0.3721464 ] [ 0.65940198 0.51766237 0.4521088 0.48919994 0.44453069] [ 0.75246142 0.43337642 0.41615474 0.34881502 0.26292662] [ 0.6312619 0.35075339 0.546358 0.61859485 0.44741643] [ 0.41842583 0.4083319 0.55956825 0.66881697 0.37394479] [ 0.72291543 0.47113252 0.34759089 0.23146791 0.27151488] [ 0.69924123 0.55210265 0.59462198 0.44487342 0.4371529 ] [ 0.82769284 0.28008522 0.70341134 0.16559591 0.47980112] [ 0.62037624 0.30502705 0.4407776 0.51553799 0.38089035] [ 0.7927214 0.32492761 0.60060116 0.22484025 0.44455005] [ 0.31416521 0.53363578 0.31338343 0.72534757 0.36409752] [ 0.44280734 0.64767727 0.33909795 0.68019589 0.44537611] [ 0.28149377 0.60563746 0.46854236 0.71418804 0.36572357] [ 0.13282193 0.50653121 0.53747684 0.88488088 0.61112197] [ 0.33133098 0.43832793 0.59564366 0.74513834 0.58033831] [ 0.46306558 0.58114718 0.25796088 0.75482391 0.36571979] [ 0.44496402 0.36738404 0.61973596 0.59145058 0.41323769] [ 0.43813262 0.3897037 0.55820518 0.77003473 0.41140622] [ 0.35977628 0.38051204 0.61910495 0.73161257 0.50576253] [ 0.4176164 0.47795406 0.47069579 0.69476947 0.33770421] [ 0.52665465 0.45965119 0.41970791 0.6781226 0.44239611] [ 0.56772835 0.51437548 0.54246111 0.4897198 0.42560461] [ 0.59426365 0.52291755 0.38345021 0.66988101 0.43249056] [ 0.34577876 0.66947954 0.40168934 0.72423854 0.53739741] [ 0.64911018 0.54745236 0.48195657 0.54964064 0.32598648] [ 0.12928879 0.48327428 0.41204281 0.90288836 0.58867721] [ 0.80044001 0.32056433 0.59823603 0.22617995 0.37352087] [ 0.36032874 0.34648786 0.44414745 0.7230088 0.57723041] [ 0.6548095 0.36905112 0.5061013 0.352791 0.41882976] [ 0.25567394 0.49664992 0.42066234 0.71484379 0.53274673] [ 0.36899848 0.58697916 0.45523635 0.72838997 0.4271927 ] [ 0.71424227 0.43618343 0.55636962 0.19695823 0.48689747] [ 0.58686874 0.46722966 0.62468064 0.38663805 0.47273382] [ 0.1581943 0.54546767 0.63092172 0.79263638 0.5364699 ] [ 0.53379748 0.37222705 0.52461928 0.47456877 0.32754855] [ 0.75033124 0.37896793 0.56063065 0.22068817 0.49347798] [ 0.67226965 0.41435441 0.52289302 0.35529061 0.49339543] [ 0.31767705 0.65217992 0.40605851 0.85774173 0.48201333] [ 0.58458183 0.45370797 0.56085414 0.44670316 0.47329368] [ 0.38550611 0.32352111 0.51332632 0.5796261 0.55750336] [ 0.69591898 0.42066625 0.46596242 0.45353694 0.36075734] [ 0.55887855 0.42970545 0.58745886 0.68129202 0.36970147] [ 0.58100134 0.29228353 0.61340733 0.31594926 0.41017982] [ 0.46035737 0.468374 0.36355656 0.55432587 0.48651546] [ 0.67092672 0.49282668 0.5618543 0.38041138 0.44774382] [ 0.49590248 0.47888652 0.53515802 0.76260646 0.41389985] [ 0.71420157 0.42032563 0.45012807 0.52213388 0.39781463] [ 0.5862604 0.55466605 0.55945638 0.52881824 0.34925026] [ 0.39893912 0.46918411 0.44938502 0.79039396 0.36414529] [ 0.82562276 0.60687749 0.51597842 0.37964642 0.32411227] [ 0.49698005 0.59292515 0.5976958 0.64320517 0.48014004] [ 0.58246664 0.50337932 0.45904618 0.39159555 0.53198879] [ 0.68630227 0.42533087 0.52429545 0.24263442 0.3901362 ] [ 0.26109676 0.48831585 0.5020914 0.84580213 0.4729387 ] [ 0.32632778 0.48133533 0.63751421 0.79895821 0.57619989] [ 0.48047772 0.60776782 0.46203796 0.52262194 0.63884221] [ 0.60675724 0.3940216 0.58225974 0.43315511 0.36943573] [ 0.6815542 0.49562829 0.6156109 0.511013 0.48731914] [ 0.66692405 0.5498821 0.27922081 0.46704897 0.3711904 ] [ 0.74132331 0.44166966 0.50101059 0.32280124 0.39673847] [ 0.69834022 0.44054361 0.43920987 0.37502714 0.44248987] [ 0.68452435 0.43954981 0.41367263 0.50457465 0.48633049] [ 0.29751871 0.50870034 0.36427199 0.76659314 0.5650717 ] [ 0.51987262 0.61361601 0.34356751 0.57949718 0.3682872 ] [ 0.63760753 0.43069804 0.64362861 0.38230509 0.37203217] [ 0.33869532 0.45206711 0.51855231 0.6196238 0.43574107] [ 0.36041956 0.55966393 0.48076994 0.82561603 0.41820581] [ 0.33371306 0.56269187 0.58928252 0.65755321 0.50645085] [ 0.36652914 0.54268879 0.51195183 0.86991038 0.52887013] [ 0.52955198 0.46717543 0.41852348 0.27145209 0.39885988] [ 0.32341364 0.5978848 0.52167106 0.68920975 0.54760706] [ 0.42404994 0.34540593 0.46631206 0.69843254 0.41893587] [ 0.34403824 0.47224523 0.40526625 0.70173268 0.63014836] [ 0.36187899 0.58432293 0.47208663 0.71357727 0.46325242] [ 0.41017841 0.52384888 0.49804585 0.76374872 0.3879703 ] [ 0.74237817 0.25305396 0.41385116 0.23394733 0.46872021] [ 0.37327515 0.44585737 0.48870253 0.53896613 0.56510166] [ 0.44681921 0.5044211 0.46594127 0.61029737 0.51804357] [ 0.53145465 0.52190359 0.54110817 0.6154421 0.47044001] [ 0.53477272 0.50470506 0.40442145 0.55170079 0.39682374] [ 0.38619704 0.49955802 0.58007284 0.69533923 0.40939719] [ 0.7020443 0.44001707 0.62223992 0.35485075 0.44042314] [ 0.51223399 0.49978476 0.59340165 0.61717524 0.56574582] [ 0.55185423 0.48714664 0.47250233 0.51704004 0.55233512] [ 0.3916266 0.5281243 0.37178967 0.5903233 0.43303596] [ 0.56112687 0.51663069 0.56821397 0.55253021 0.456269 ] [ 0.68169626 0.51610411 0.39782847 0.33381664 0.34673941] [ 0.83226016 0.42508462 0.5681423 0.22338912 0.3812514 ] [ 0.41971136 0.56397111 0.48284533 0.78616301 0.40116652] [ 0.67542847 0.45753316 0.55633714 0.24945029 0.4709269 ] [ 0.76239152 0.37830142 0.43624247 0.37874996 0.45049086] Progress: 11.0% ... Training loss: 0.728 ... Validation loss: 1.282[ 0.13237833 0.52093661 0.44606985 0.89493169 0.46339085] [ 0.58874495 0.52323764 0.52024796 0.47532084 0.61377638] [ 0.29748914 0.45765227 0.58207369 0.71719284 0.58023992] [ 0.33372621 0.40581786 0.5345006 0.67040079 0.41607533] [ 0.86903388 0.34784457 0.38339489 0.20672371 0.38615067] [ 0.56791913 0.49472868 0.40053364 0.43400535 0.50848534] [ 0.44846979 0.39729679 0.63296988 0.69103486 0.43210085] [ 0.24031889 0.6289345 0.36038357 0.8489158 0.43959014] [ 0.70330501 0.52909038 0.41340125 0.47698641 0.31854779] [ 0.32134189 0.56215794 0.44460497 0.71292746 0.48552338] [ 0.41926425 0.30788501 0.46086999 0.7103296 0.39225888] [ 0.71408045 0.49680669 0.40724842 0.29442754 0.43776673] [ 0.49529474 0.35664216 0.60672484 0.56659851 0.59197443] [ 0.55022362 0.48076852 0.40518014 0.38293561 0.48998729] [ 0.41403413 0.62088143 0.42209577 0.56525683 0.310722 ] [ 0.2524704 0.49531194 0.62987499 0.76915867 0.56766067] [ 0.38004824 0.55308696 0.38076535 0.70041609 0.4021132 ] [ 0.23308101 0.52497786 0.48119355 0.82674088 0.4650977 ] [ 0.81321633 0.48185558 0.51290678 0.37996706 0.41982276] [ 0.66629707 0.44197824 0.54819461 0.42338402 0.43974961] [ 0.59170906 0.51577127 0.38947485 0.41345432 0.30613094] [ 0.30020077 0.4750613 0.3800096 0.92782598 0.39062365] [ 0.84181526 0.43499221 0.43672247 0.32022103 0.35539055] [ 0.54240362 0.4512329 0.43061681 0.51298557 0.46601204] [ 0.28347721 0.54975372 0.41479649 0.59441923 0.56041002] [ 0.28712749 0.5067311 0.5382487 0.78874801 0.44378355] [ 0.66355213 0.4094003 0.57521273 0.42566279 0.53824132] [ 0.65744195 0.47454712 0.51082216 0.34470255 0.49876937] [ 0.73920599 0.39909729 0.47329838 0.20031607 0.23766813] [ 0.13980871 0.54809588 0.59607745 0.84430394 0.70894788] [ 0.41076257 0.4930721 0.43452187 0.70737625 0.52467633] [ 0.56457333 0.44999328 0.58055208 0.55402828 0.43559114] [ 0.27911731 0.51005062 0.45714278 0.63211992 0.49949995] [ 0.56814109 0.39026098 0.4306586 0.5986336 0.30599957] [ 0.59046896 0.40711797 0.58079401 0.33865336 0.53620769] [ 0.7685935 0.53276443 0.57903693 0.3934366 0.39221144] [ 0.34591535 0.56334227 0.35438009 0.65204186 0.44754054] [ 0.46925254 0.47995107 0.47940476 0.50931338 0.49238313] [ 0.78951722 0.31912654 0.52657233 0.22899815 0.3277022 ] [ 0.39169179 0.54897794 0.3956289 0.77619521 0.40775266] [ 0.35329889 0.51700581 0.5915892 0.75151009 0.49730102] [ 0.1387354 0.39781508 0.44195102 0.91742452 0.58960376] [ 0.49564215 0.47556358 0.43455182 0.42412024 0.49753774] [ 0.48132248 0.52023343 0.58056587 0.74179906 0.41590073] [ 0.62603302 0.42611464 0.62122017 0.50020769 0.36866715] [ 0.53664967 0.52840972 0.50731514 0.52507918 0.60445138] [ 0.71909217 0.43156751 0.47305362 0.3574914 0.33653381] [ 0.65654291 0.47212469 0.58340132 0.39540042 0.46786059] [ 0.7589482 0.52484746 0.42136714 0.43491097 0.37489098] [ 0.76541463 0.48541241 0.47152419 0.28081046 0.4359512 ] [ 0.43478285 0.67363585 0.43666258 0.72917822 0.45583541] [ 0.50279093 0.59456665 0.53871393 0.58735696 0.37097609] [ 0.7198577 0.33973919 0.50164136 0.39776457 0.49099212] [ 0.59796111 0.5160492 0.57201211 0.40444894 0.46782579] [ 0.30243991 0.42397518 0.5233205 0.74829718 0.43779069] [ 0.77160365 0.36225203 0.63702922 0.20752789 0.36716331] [ 0.47885817 0.54650012 0.39743134 0.46523229 0.49655922] [ 0.36964077 0.50333892 0.42135697 0.78771733 0.38509508] [ 0.17628231 0.53685913 0.50530494 0.83365051 0.51054528] [ 0.62344763 0.47728062 0.32975729 0.65554552 0.37414814] [ 0.44161106 0.46267467 0.51631579 0.41284494 0.47958933] [ 0.40340275 0.58741708 0.56240575 0.7569501 0.45300359] [ 0.34227007 0.38332203 0.59881639 0.70284785 0.59102875] [ 0.46896088 0.47434356 0.49138469 0.39504142 0.54740514] [ 0.75778679 0.44699263 0.41828315 0.1570038 0.3079028 ] [ 0.44190309 0.43019399 0.41043951 0.55132859 0.49137573] [ 0.45768974 0.48227395 0.49089896 0.54364541 0.49508392] [ 0.35056335 0.30264627 0.52361176 0.6971396 0.44071665] [ 0.6483601 0.51234703 0.50504315 0.45774221 0.39344617] [ 0.43138197 0.52744005 0.45572502 0.60489003 0.36085027] [ 0.2853531 0.45072756 0.49573517 0.81184693 0.54705758] [ 0.73705233 0.28184948 0.54839853 0.29245523 0.46331442] [ 0.38247886 0.68709496 0.55900568 0.64127803 0.5989754 ] [ 0.18354661 0.50964526 0.46370512 0.85080089 0.47360245] [ 0.55579406 0.41938994 0.39186738 0.58834948 0.53994624] [ 0.6374927 0.43468891 0.55178081 0.35410714 0.44166629] [ 0.43444553 0.50925548 0.40074939 0.51674467 0.45193296] [ 0.83832953 0.39289666 0.41727576 0.191851 0.3174979 ] [ 0.56452915 0.42865604 0.44818768 0.47362446 0.39670734] [ 0.83542342 0.47082675 0.54422869 0.17979964 0.37635507] [ 0.59146108 0.524397 0.35575843 0.43043673 0.39359287] [ 0.47285402 0.43749208 0.63727861 0.65601826 0.33308089] [ 0.50752334 0.45401271 0.65468431 0.53406466 0.44063711] [ 0.38676733 0.54704489 0.41767159 0.61029687 0.65455793] [ 0.87439577 0.36673353 0.59374927 0.1256469 0.32709873] [ 0.62264362 0.55022068 0.69587731 0.35462642 0.43446359] [ 0.78481924 0.46403348 0.40672021 0.38773082 0.3236757 ] [ 0.73121207 0.44802735 0.61102809 0.29047567 0.48003067] [ 0.30562746 0.46994728 0.55723422 0.7376873 0.44270502] [ 0.74928069 0.39610279 0.51432006 0.38356587 0.46952658] [ 0.36789461 0.54061592 0.47903397 0.8316059 0.5693338 ] [ 0.40377215 0.46989112 0.58277285 0.65375949 0.41522695] [ 0.58898353 0.41272257 0.65846066 0.59091449 0.36797328] [ 0.44305619 0.44253626 0.64643763 0.57130146 0.38704067] [ 0.30383064 0.60459129 0.34831636 0.83260706 0.4476812 ] [ 0.43109343 0.63905845 0.45146952 0.78920693 0.49754938] [ 0.67905991 0.4496175 0.55717952 0.21646285 0.54647546] [ 0.21587162 0.58171484 0.35056416 0.7595449 0.49818466] [ 0.52512835 0.44131668 0.45481095 0.68633592 0.35132856] [ 0.61003232 0.52583362 0.46317903 0.31672784 0.50101947] [ 0.24044452 0.57806016 0.59493961 0.83255302 0.64446134] [ 0.64104421 0.42867354 0.45230308 0.46352806 0.40645059] [ 0.42613139 0.58576526 0.46640485 0.7570308 0.48651452] [ 0.40208914 0.55634217 0.40737423 0.46355416 0.52680196] [ 0.47698687 0.48761845 0.46467517 0.74678713 0.31449637] [ 0.35741967 0.45111191 0.53305798 0.57150423 0.49807045] [ 0.78744679 0.40003235 0.56279285 0.2009327 0.44001235] [ 0.56270549 0.46156902 0.48851667 0.5028308 0.34455679] [ 0.19359313 0.49129888 0.42982098 0.86089078 0.51878133] [ 0.63873885 0.41080114 0.36243293 0.49675443 0.39051366] [ 0.4896814 0.65062216 0.49717699 0.6397102 0.42124927] [ 0.67080871 0.44557697 0.58486853 0.45906018 0.38453654] [ 0.72895918 0.41538921 0.55546046 0.21636228 0.50000246] [ 0.64173871 0.46589915 0.42267624 0.43319666 0.36864113] [ 0.63294747 0.42111157 0.57881605 0.46179961 0.40705133] [ 0.73280272 0.36090455 0.4987808 0.32942142 0.45798391] [ 0.79574199 0.41855029 0.55061451 0.41333365 0.39977356] [ 0.31798942 0.55517588 0.47291011 0.73382415 0.42890743] [ 0.18776185 0.57739409 0.50181344 0.79819127 0.57971954] [ 0.6226704 0.53919113 0.37553008 0.52286511 0.38710884] [ 0.56203482 0.52791545 0.40465479 0.41369055 0.48276314] [ 0.46198009 0.51574371 0.73000589 0.54914874 0.44422646] [ 0.30193281 0.4751274 0.38144998 0.79134865 0.46178771] [ 0.39110763 0.51670718 0.51888723 0.79586656 0.54772486] [ 0.64572011 0.43057361 0.54854773 0.28811654 0.45862721] [ 0.36155844 0.3929833 0.42309448 0.62591209 0.57764638] [ 0.41583628 0.50912894 0.58340697 0.54789331 0.52291395] [ 0.84196313 0.35475251 0.55231887 0.16928926 0.29210218] Progress: 11.1% ... Training loss: 0.727 ... Validation loss: 1.277[ 0.3289818 0.61233303 0.48578262 0.5417745 0.58938652] [ 0.61023078 0.51658626 0.57709781 0.39481539 0.42746347] [ 0.81650687 0.44332482 0.45614209 0.20662216 0.30255048] [ 0.22444169 0.6280826 0.38339309 0.84381414 0.50322232] [ 0.79396712 0.42654182 0.49797865 0.16124597 0.3983857 ] [ 0.44081214 0.42864251 0.41636629 0.74828513 0.33953258] [ 0.69762241 0.46542302 0.50144749 0.20231656 0.45577163] [ 0.55889334 0.49949232 0.5688929 0.38292104 0.53876555] [ 0.13862736 0.51879854 0.60177834 0.84557535 0.63525205] [ 0.63367159 0.51365094 0.49821818 0.52242141 0.51296743] [ 0.58735091 0.41351371 0.52777893 0.51028924 0.51570655] [ 0.71463004 0.39148648 0.52833253 0.26085824 0.45773326] [ 0.46967448 0.38497367 0.45448724 0.60980646 0.53610437] [ 0.48648475 0.42014684 0.6190389 0.64812171 0.4283854 ] [ 0.65460875 0.57105018 0.5642228 0.29265821 0.56749766] [ 0.74254579 0.39111426 0.4707982 0.32659747 0.33193328] [ 0.85907768 0.46758281 0.47238066 0.22472601 0.27227989] [ 0.29746625 0.58759503 0.4732509 0.70928589 0.51345212] [ 0.65306864 0.50714477 0.46644968 0.55044364 0.52899825] [ 0.85431533 0.39122367 0.68121809 0.21641272 0.41517217] [ 0.52056597 0.38402103 0.43746214 0.54102666 0.45314391] [ 0.33281408 0.52146735 0.50151943 0.7228818 0.42616096] [ 0.49520798 0.48639922 0.51776338 0.75137741 0.36562414] [ 0.27178306 0.43944829 0.45846995 0.81312494 0.44602652] [ 0.31530487 0.50527248 0.36353155 0.72746242 0.50237523] [ 0.68969663 0.49801208 0.42305429 0.5247169 0.31607946] [ 0.19515253 0.49309548 0.39425079 0.88359412 0.53968376] [ 0.52446941 0.54760794 0.33661187 0.67553739 0.46497316] [ 0.13992374 0.54927572 0.39874252 0.92514038 0.53527787] [ 0.67187235 0.3404631 0.41434893 0.4556544 0.46795422] [ 0.718207 0.49334187 0.43553756 0.41057829 0.43941061] [ 0.73903315 0.48311274 0.5288694 0.27807795 0.47157858] [ 0.56353488 0.46076838 0.40901617 0.47698351 0.6239242 ] [ 0.41105635 0.49794657 0.28905579 0.62206413 0.47119053] [ 0.48705993 0.57667802 0.30606559 0.68517782 0.37283969] [ 0.57017747 0.58671008 0.3454423 0.46508842 0.35299905] [ 0.61458864 0.50396447 0.53836547 0.40150699 0.46519152] [ 0.23659961 0.59700519 0.35738662 0.82337955 0.54513142] [ 0.64158361 0.39405727 0.53643408 0.41510036 0.40513504] [ 0.53198624 0.56732068 0.44491284 0.63261572 0.37915836] [ 0.49091911 0.59065468 0.32010239 0.60600617 0.39623416] [ 0.8777997 0.44102854 0.45033607 0.20463722 0.24026473] [ 0.64098775 0.40721203 0.5477917 0.41738604 0.5205355 ] [ 0.64261755 0.41302402 0.52027757 0.3439091 0.65154195] [ 0.62693246 0.34588283 0.64389947 0.38227491 0.34672758] [ 0.82092826 0.35855766 0.63204322 0.1787981 0.43748969] [ 0.47197778 0.56315264 0.58834144 0.80749579 0.47777897] [ 0.73952426 0.45631223 0.58522697 0.25618066 0.51381321] [ 0.36377732 0.43119164 0.50345496 0.62684664 0.55006842] [ 0.57492292 0.37174609 0.43702274 0.52020109 0.34800028] [ 0.27798821 0.41384461 0.49082172 0.8494456 0.50223019] [ 0.44602665 0.49157148 0.51051824 0.61064836 0.46970256] [ 0.87694863 0.38063802 0.52893966 0.14398056 0.40566419] [ 0.50368622 0.42790062 0.47410374 0.40124311 0.56223187] [ 0.17945675 0.44226859 0.3575203 0.90323485 0.42692655] [ 0.44963778 0.42641179 0.66613821 0.62118668 0.47354429] [ 0.72557866 0.55462706 0.40184687 0.49201836 0.33973142] [ 0.72868973 0.55272314 0.31700239 0.54118123 0.33223994] [ 0.57963289 0.46753533 0.50494607 0.56209022 0.46241453] [ 0.21155174 0.38323573 0.47334688 0.8660926 0.64617751] [ 0.76931716 0.54490946 0.4946091 0.43260084 0.47380302] [ 0.230802 0.5354875 0.49604467 0.80103125 0.53215599] [ 0.28473261 0.56471102 0.42760767 0.71800116 0.49459166] [ 0.75869004 0.39343807 0.47073205 0.19074578 0.32359727] [ 0.37016749 0.49751084 0.49243365 0.71770324 0.33934649] [ 0.57802253 0.44040185 0.47627361 0.46059566 0.4238825 ] [ 0.51615298 0.51914012 0.30227172 0.70319143 0.4081192 ] [ 0.58083353 0.45482935 0.5501468 0.44612866 0.53752082] [ 0.64494949 0.52160248 0.457902 0.3920878 0.54532616] [ 0.47461105 0.43756893 0.57848504 0.68663379 0.45602052] [ 0.30501903 0.48441822 0.605553 0.79095279 0.40308513] [ 0.5445802 0.54993361 0.32446628 0.52845918 0.44348139] [ 0.53262029 0.42245798 0.430085 0.68661182 0.46283341] [ 0.35024757 0.5900621 0.35042214 0.71059119 0.41397984] [ 0.65273052 0.48276155 0.59907175 0.44872731 0.46806928] [ 0.46870385 0.45730855 0.59585945 0.70519782 0.33064211] [ 0.78225207 0.45506649 0.52750398 0.34988791 0.44633949] [ 0.7060572 0.38268737 0.53105268 0.26529263 0.4652544 ] [ 0.65313566 0.481111 0.68615235 0.50208728 0.4293368 ] [ 0.55018846 0.56181995 0.4299757 0.54809978 0.44513466] [ 0.48364042 0.6210639 0.40708738 0.43321512 0.51035745] [ 0.22500996 0.43232525 0.49392893 0.80783117 0.51483832] [ 0.55003594 0.5376637 0.52788401 0.45545175 0.47808472] [ 0.70105645 0.35556357 0.4572273 0.32480276 0.4089398 ] [ 0.78986282 0.34781983 0.56639937 0.18942057 0.46518322] [ 0.6308579 0.55391833 0.51120726 0.47799002 0.44784971] [ 0.27128656 0.63409766 0.50109592 0.78917394 0.6551321 ] [ 0.64400245 0.40620719 0.6086239 0.40682801 0.37207133] [ 0.69163468 0.35138731 0.56903672 0.41613736 0.55810994] [ 0.62090765 0.49536805 0.37299577 0.35262242 0.40686178] [ 0.50192592 0.58182317 0.43940696 0.51202507 0.40398283] [ 0.45625934 0.48914436 0.52623012 0.71190582 0.32858884] [ 0.33748923 0.62739609 0.49465443 0.73423565 0.37381993] [ 0.48162642 0.52852473 0.54011442 0.49023074 0.6063522 ] [ 0.49665317 0.45914051 0.51410466 0.5267902 0.36239563] [ 0.38367416 0.63349554 0.3733344 0.77161686 0.43470463] [ 0.60422158 0.41164429 0.59029837 0.3176673 0.39234209] [ 0.47885598 0.49437995 0.42575039 0.32746521 0.44949498] [ 0.73604854 0.44543288 0.58208583 0.47435825 0.32254152] [ 0.41699425 0.39529357 0.49969016 0.69043344 0.36851531] [ 0.27122319 0.39793429 0.52356925 0.75966428 0.56444682] [ 0.55142289 0.50359799 0.60994137 0.44231172 0.47217639] [ 0.19390749 0.40604937 0.58376737 0.72665499 0.44424532] [ 0.56184282 0.52596329 0.51662824 0.52341104 0.42315472] [ 0.60146087 0.60304859 0.48492973 0.46856903 0.54994448] [ 0.80529337 0.5284311 0.44747629 0.27438492 0.41829187] [ 0.11348878 0.46461177 0.62630375 0.83054899 0.7423419 ] [ 0.27111687 0.36216782 0.54346192 0.71101181 0.43624633] [ 0.75658681 0.44917967 0.63499509 0.25362013 0.41416689] [ 0.20066963 0.57747299 0.38811319 0.82216582 0.49813482] [ 0.32932506 0.63865463 0.48188878 0.69815591 0.57061017] [ 0.45181178 0.5591822 0.47049467 0.5146359 0.43581052] [ 0.18740714 0.51361866 0.48556334 0.76475215 0.44553769] [ 0.41726014 0.51991756 0.53915213 0.6347081 0.45927843] [ 0.76019601 0.39798141 0.49619798 0.30326744 0.45704196] [ 0.6781771 0.3836751 0.5248706 0.27909039 0.55053512] [ 0.49856819 0.54825968 0.3851725 0.37819714 0.41067331] [ 0.85950959 0.38145179 0.52806411 0.19505214 0.33721191] [ 0.6035769 0.58918733 0.49991942 0.56788513 0.3413908 ] [ 0.61489904 0.59048287 0.41443457 0.50280251 0.37480796] [ 0.55951488 0.43543703 0.55610749 0.46864848 0.56054409] [ 0.41847837 0.38714919 0.60161211 0.51290018 0.6410986 ] [ 0.32132102 0.68621645 0.3047374 0.80901011 0.33832482] [ 0.14320622 0.49546562 0.48057226 0.82318734 0.51560713] [ 0.38207236 0.47363448 0.62475545 0.6604555 0.49777069] [ 0.33902706 0.49367147 0.41002053 0.68897467 0.35698891] [ 0.27891608 0.65537521 0.37865639 0.79418106 0.557859 ] [ 0.0874948 0.53721088 0.44501058 0.90411418 0.52058004] Progress: 11.1% ... Training loss: 0.726 ... Validation loss: 1.272[ 0.40656013 0.60597139 0.59939648 0.69829779 0.49666901] [ 0.80898271 0.37765994 0.5265136 0.22244559 0.44216839] [ 0.85372771 0.43536471 0.50484936 0.130023 0.30578634] [ 0.74251411 0.45149828 0.51105144 0.36452817 0.4251022 ] [ 0.55634513 0.54572015 0.5050791 0.56196691 0.53671429] [ 0.52652369 0.46518478 0.49987869 0.56784807 0.51413044] [ 0.69045593 0.38630215 0.59778957 0.39656973 0.39880828] [ 0.35444507 0.60080516 0.46138707 0.6607807 0.42021497] [ 0.58134056 0.48741715 0.58868737 0.52970458 0.38708962] [ 0.49629577 0.45554086 0.45143824 0.65149656 0.32578951] [ 0.62872882 0.50145122 0.44241804 0.53894618 0.36248507] [ 0.14833189 0.48661259 0.45444313 0.87959919 0.53071371] [ 0.66966393 0.49053281 0.50960162 0.40368247 0.38120367] [ 0.55618556 0.59827372 0.27609628 0.72037996 0.29105581] [ 0.51104504 0.50016563 0.49627961 0.50119713 0.40278952] [ 0.57059051 0.56034716 0.51318294 0.49752079 0.46716977] [ 0.38980759 0.60553881 0.44358643 0.79857057 0.54014267] [ 0.22988827 0.53615199 0.49582198 0.80148648 0.5324121 ] [ 0.59734214 0.5723712 0.49106481 0.67507729 0.33346958] [ 0.48433396 0.63123615 0.45302472 0.61210142 0.4588919 ] [ 0.35991446 0.52346603 0.53951606 0.67701609 0.38406269] [ 0.75876874 0.44637003 0.41849724 0.15652153 0.30770088] [ 0.42026277 0.50123288 0.34160699 0.686195 0.44800379] [ 0.451778 0.49582331 0.49115944 0.77394048 0.42645283] [ 0.48229573 0.51489862 0.46267308 0.45284135 0.50842481] [ 0.2831327 0.48245756 0.58761216 0.62727053 0.58364887] [ 0.63308379 0.54223661 0.5716667 0.59490345 0.42070295] [ 0.47843045 0.54343931 0.42720811 0.59071781 0.37314387] [ 0.29231006 0.46376163 0.45434014 0.53109122 0.65883415] [ 0.42898016 0.43538062 0.59898904 0.57240511 0.3444507 ] [ 0.25589213 0.65276074 0.45341662 0.69731315 0.5625034 ] [ 0.20927724 0.46614906 0.50698821 0.80777605 0.42433216] [ 0.39973938 0.5076518 0.39618078 0.75093482 0.34501792] [ 0.57220342 0.5651459 0.48876214 0.6029151 0.43849664] [ 0.87515225 0.46459467 0.50365651 0.1072152 0.37003056] [ 0.73653081 0.44517421 0.58216871 0.47400958 0.32245258] [ 0.76242989 0.27784435 0.53997923 0.17936563 0.39681391] [ 0.44794944 0.50619991 0.45632855 0.73300878 0.38936613] [ 0.53279722 0.58727704 0.51162928 0.56333268 0.47951629] [ 0.13709955 0.55609347 0.55387148 0.84435638 0.48120854] [ 0.40496542 0.54546119 0.31948625 0.68389496 0.5336512 ] [ 0.16406933 0.50424449 0.47865193 0.83346027 0.45382267] [ 0.35052614 0.45632485 0.57835256 0.7263503 0.40829433] [ 0.5119471 0.43087312 0.62382488 0.5715617 0.43310393] [ 0.44662902 0.66274637 0.3396338 0.6075995 0.5474368 ] [ 0.57745059 0.49908787 0.4496951 0.65605433 0.49335714] [ 0.560953 0.56208835 0.58097336 0.56801004 0.35678256] [ 0.32647309 0.42162742 0.6505811 0.65943691 0.53257216] [ 0.70479708 0.35577447 0.45159746 0.37536317 0.39164467] [ 0.86647053 0.36344875 0.34945124 0.1567909 0.25612014] [ 0.50799091 0.42282869 0.58319646 0.36942204 0.41120909] [ 0.48104164 0.5204458 0.58049759 0.74189443 0.41597883] [ 0.49087542 0.54651504 0.37992523 0.68171653 0.52201892] [ 0.6680519 0.58904509 0.49269519 0.64743981 0.46320609] [ 0.43937735 0.42933967 0.4161418 0.74886758 0.33977858] [ 0.44178533 0.53801358 0.63666437 0.44857702 0.50347411] [ 0.46515302 0.5316207 0.56978158 0.46852985 0.38177579] [ 0.39128591 0.46343027 0.49299015 0.67352917 0.45245947] [ 0.72827132 0.42721073 0.56441267 0.20700606 0.46777882] [ 0.75772006 0.40988787 0.52912206 0.38662433 0.46058837] [ 0.5566859 0.43509659 0.5448031 0.49235706 0.45225647] [ 0.83636062 0.3656469 0.65144552 0.26560642 0.43914321] [ 0.13972219 0.5933872 0.54078421 0.89012976 0.52114926] [ 0.60337688 0.49204258 0.48865651 0.53748072 0.47606773] [ 0.37620384 0.40981268 0.65662972 0.60796574 0.52216971] [ 0.81442798 0.44404925 0.37016386 0.33560936 0.42320669] [ 0.46372726 0.40217484 0.41987944 0.59747691 0.36855752] [ 0.30704756 0.60205 0.4562955 0.7414338 0.480984 ] [ 0.58186919 0.48568965 0.5243937 0.59252738 0.40666376] [ 0.58685312 0.46225816 0.53450152 0.36572411 0.5269411 ] [ 0.48810402 0.57376037 0.4467824 0.65264715 0.48203208] [ 0.78444034 0.38488595 0.45023072 0.32258537 0.39771552] [ 0.2682488 0.54552269 0.53389449 0.83393264 0.43652887] [ 0.3412862 0.44627604 0.50511475 0.53592072 0.57807108] [ 0.29274729 0.51129344 0.36350099 0.76850024 0.56604459] [ 0.49673154 0.64512189 0.46683205 0.60319101 0.38886318] [ 0.31507617 0.63470452 0.43995748 0.69349809 0.5046486 ] [ 0.41919018 0.60091511 0.4849247 0.60637949 0.51361674] [ 0.62227586 0.58651068 0.48232937 0.59662905 0.48569806] [ 0.58212372 0.44922309 0.60681105 0.41934747 0.45857753] [ 0.74034498 0.48597022 0.43521676 0.34427791 0.34719636] [ 0.83009896 0.30943167 0.61710077 0.13436239 0.46722886] [ 0.74470806 0.25205561 0.41427641 0.23280512 0.46821804] [ 0.81603828 0.44405693 0.58110962 0.17752441 0.40556833] [ 0.31702984 0.56864777 0.4850061 0.7586132 0.46739745] [ 0.43253891 0.72729421 0.39260333 0.70669647 0.41488692] [ 0.5285556 0.37302719 0.51502464 0.58663305 0.45917546] [ 0.46178955 0.55009889 0.5009303 0.52001133 0.39219386] [ 0.6200308 0.4942919 0.443249 0.45366619 0.39822755] [ 0.47065591 0.4512208 0.52716218 0.62725969 0.36081368] [ 0.35805857 0.56204039 0.51496993 0.68871235 0.42653707] [ 0.42794999 0.51720146 0.28016669 0.723645 0.4421306 ] [ 0.51086327 0.32202091 0.47997141 0.66914249 0.37324592] [ 0.56499338 0.50164046 0.41980486 0.7891547 0.30662172] [ 0.15969264 0.56964215 0.4443247 0.89587558 0.51316686] [ 0.37285656 0.38886401 0.36175398 0.76141703 0.44903314] [ 0.81381803 0.4813262 0.51309418 0.37921219 0.41963029] [ 0.46746875 0.49295082 0.55039718 0.519637 0.58177252] [ 0.53960608 0.47365408 0.39421005 0.57055655 0.5590441 ] [ 0.69517252 0.52384495 0.57284991 0.40782293 0.44287936] [ 0.10614608 0.64376708 0.44065656 0.92860373 0.5685072 ] [ 0.15819574 0.47335827 0.53194966 0.74093083 0.46056319] [ 0.54471141 0.53116144 0.46781788 0.50359324 0.33890159] [ 0.28567497 0.4134172 0.54805079 0.82267839 0.45408905] [ 0.67979582 0.5732386 0.51369433 0.53896396 0.39341817] [ 0.32171598 0.59414522 0.42568849 0.74707962 0.3783148 ] [ 0.64693565 0.39389172 0.57370433 0.55627964 0.40363714] [ 0.37599003 0.62023482 0.38390534 0.74487077 0.45687764] [ 0.72990719 0.34054457 0.47212372 0.44322053 0.42476281] [ 0.45122914 0.60811957 0.35512815 0.7440515 0.42791362] [ 0.43522946 0.5539241 0.31703192 0.69449166 0.3618738 ] [ 0.7537167 0.51208881 0.53425677 0.47260752 0.39608183] [ 0.12393986 0.54651774 0.39407467 0.86660367 0.5762943 ] [ 0.62388489 0.35481337 0.51138812 0.36475774 0.39245381] [ 0.2927428 0.5020498 0.54543744 0.80068803 0.50925876] [ 0.77256731 0.48102471 0.51038689 0.18853795 0.40011072] [ 0.40710492 0.53861275 0.4968612 0.70582769 0.55333057] [ 0.21670151 0.45540726 0.46631015 0.86201802 0.47908693] [ 0.2918352 0.65186179 0.25360758 0.79309419 0.41685629] [ 0.71301423 0.32708703 0.57658335 0.31696224 0.45167785] [ 0.75451306 0.384523 0.44296363 0.31138289 0.40400937] [ 0.1521755 0.61846048 0.48120336 0.90109229 0.61645226] [ 0.33796728 0.42254139 0.45358638 0.75298816 0.53466349] [ 0.3812108 0.52843022 0.35833354 0.70430835 0.36801634] [ 0.17059126 0.46882548 0.57588571 0.75070904 0.53479048] [ 0.21421598 0.51967752 0.46678361 0.90757385 0.5798156 ] [ 0.37684605 0.47706516 0.49818635 0.79138094 0.36946302] [ 0.72416081 0.5356533 0.52544718 0.40292068 0.53687203] Progress: 11.2% ... Training loss: 0.725 ... Validation loss: 1.263[ 0.32245908 0.44713139 0.60758041 0.39884224 0.61285965] [ 0.57474892 0.4016528 0.51282959 0.32162756 0.55410384] [ 0.45210584 0.53277623 0.33093906 0.46068083 0.38494616] [ 0.46265625 0.58832655 0.40529678 0.66958267 0.58436434] [ 0.56451889 0.49965799 0.47815614 0.447823 0.3692728 ] [ 0.68174762 0.47731008 0.51011678 0.44626147 0.44259454] [ 0.32148293 0.62511888 0.36172412 0.80816959 0.35308711] [ 0.18702964 0.37718346 0.4832645 0.82280764 0.45185861] [ 0.61758568 0.57722988 0.43993137 0.55635629 0.36039921] [ 0.34966133 0.46770867 0.52051349 0.68370296 0.56835391] [ 0.38111821 0.48838428 0.39518328 0.60382896 0.41274822] [ 0.59283933 0.4102276 0.43238655 0.73111721 0.27763931] [ 0.8377714 0.37941441 0.43402113 0.2405656 0.31819533] [ 0.77675047 0.37459638 0.46215694 0.17162066 0.29154581] [ 0.42965701 0.59122376 0.49488479 0.69361539 0.45291802] [ 0.651899 0.47383014 0.53363786 0.51204833 0.44141645] [ 0.61801621 0.6327746 0.50104863 0.43968201 0.54428564] [ 0.70946481 0.49814887 0.49125781 0.34109279 0.32681195] [ 0.21595995 0.48953814 0.33845607 0.84105947 0.41616481] [ 0.61965651 0.37950162 0.50446763 0.33535425 0.47738377] [ 0.4957885 0.40686293 0.54382116 0.53658043 0.32925466] [ 0.72452845 0.41826677 0.50974032 0.27268183 0.41862101] [ 0.21119331 0.61797345 0.47533321 0.83917512 0.58268863] [ 0.52248811 0.42874995 0.43597778 0.34366516 0.45527762] [ 0.30061043 0.49313689 0.50889764 0.71785262 0.42550669] [ 0.12492744 0.47311363 0.33877691 0.94989112 0.52483209] [ 0.20418079 0.51083546 0.40304893 0.88700588 0.52599656] [ 0.61613833 0.49814413 0.45912146 0.39954556 0.50463398] [ 0.67774142 0.43294686 0.47679166 0.32713063 0.45935692] [ 0.19608412 0.5546654 0.37887593 0.89149038 0.4292744 ] [ 0.69603198 0.56520213 0.62925155 0.50332077 0.35343921] [ 0.40473376 0.50993429 0.3450334 0.64904471 0.45838004] [ 0.67384773 0.37459328 0.52933673 0.41055629 0.43763293] [ 0.73269157 0.41973263 0.50575929 0.2600444 0.44563252] [ 0.46968603 0.65929135 0.42769854 0.74610203 0.51141326] [ 0.48047773 0.55642018 0.36214233 0.58713875 0.50687714] [ 0.73569045 0.32934934 0.63545083 0.19834863 0.41131161] [ 0.50790464 0.48410809 0.49442147 0.60283728 0.56545302] [ 0.48457083 0.45494216 0.46188361 0.63957482 0.34976467] [ 0.16177688 0.41228393 0.38629856 0.94743555 0.49117592] [ 0.69809149 0.36386782 0.67218813 0.30348796 0.39731504] [ 0.59751255 0.5777739 0.47646475 0.60259753 0.3833245 ] [ 0.56637586 0.41837895 0.60579871 0.29641143 0.52344956] [ 0.48895991 0.46495268 0.51791627 0.38131057 0.44188022] [ 0.11436029 0.51198748 0.50198449 0.88026202 0.60386768] [ 0.83016945 0.30927174 0.61716202 0.13435564 0.46714366] [ 0.74488424 0.39022817 0.53544971 0.27546801 0.4209114 ] [ 0.68312956 0.39373172 0.54549231 0.38182226 0.42273688] [ 0.33800218 0.53439995 0.50620633 0.72113685 0.44484652] [ 0.65805355 0.49480222 0.46010599 0.39460649 0.35303046] [ 0.62155355 0.49937872 0.51351495 0.59097944 0.40252342] [ 0.73899347 0.42502439 0.38639611 0.41257348 0.31852345] [ 0.60140605 0.30857407 0.51107143 0.60418871 0.380037 ] [ 0.75605582 0.46847941 0.44564656 0.16412439 0.3558466 ] [ 0.74386247 0.45067219 0.62775188 0.30524056 0.48605848] [ 0.40808733 0.31730159 0.4360944 0.69909839 0.36193413] [ 0.81220004 0.32582545 0.53754584 0.24036875 0.39651153] [ 0.32100948 0.48188478 0.61949741 0.77836545 0.44007681] [ 0.65561244 0.43574185 0.51009059 0.39076015 0.45594146] [ 0.58722997 0.57322555 0.43548653 0.60122515 0.38670428] [ 0.27295473 0.62403242 0.40959141 0.68159873 0.48275013] [ 0.77746053 0.32881209 0.52367679 0.21633793 0.43111432] [ 0.33507075 0.5532562 0.53513781 0.5343238 0.45472795] [ 0.68141131 0.53041535 0.58713196 0.56214255 0.37927706] [ 0.414226 0.48046461 0.49955175 0.78819695 0.48215554] [ 0.59004994 0.41315097 0.57622261 0.35819339 0.42261113] [ 0.64568708 0.52124372 0.45802471 0.39152535 0.54519298] [ 0.25639428 0.54578957 0.52549738 0.84275107 0.52125425] [ 0.46273142 0.58224581 0.57057615 0.56282849 0.43797171] [ 0.5962123 0.3514962 0.45810528 0.52862645 0.40582637] [ 0.30906045 0.57520012 0.52167514 0.81028792 0.42797178] [ 0.6509213 0.45583286 0.39632213 0.28809106 0.38821209] [ 0.38646026 0.68533067 0.43230636 0.77994614 0.51125166] [ 0.8372121 0.4320106 0.54738944 0.38294477 0.26856809] [ 0.4951607 0.35255818 0.55337007 0.59444076 0.56767535] [ 0.67077282 0.54544822 0.55383852 0.51606909 0.38835089] [ 0.29383208 0.48508522 0.44022957 0.63034793 0.4529274 ] [ 0.45579092 0.41011383 0.40780216 0.49228454 0.36939611] [ 0.31189321 0.49959968 0.46266383 0.76035922 0.39409151] [ 0.26290898 0.50816605 0.46435473 0.67967211 0.47196097] [ 0.21847693 0.43490419 0.5382293 0.75334626 0.39107313] [ 0.71161495 0.3907682 0.59299167 0.49274118 0.40274324] [ 0.79158667 0.34492003 0.50677226 0.36926656 0.37452027] [ 0.40304725 0.60094131 0.41468901 0.67042649 0.46466648] [ 0.48006555 0.53657215 0.53203485 0.58787281 0.53663378] [ 0.17432707 0.3987284 0.55299268 0.82444259 0.6088937 ] [ 0.59993298 0.55404542 0.52355777 0.37925839 0.53245706] [ 0.41445456 0.39310435 0.40006645 0.49740502 0.48052073] [ 0.27985923 0.46133693 0.57073917 0.71195184 0.34218829] [ 0.1631777 0.4972334 0.48480698 0.7947911 0.47946998] [ 0.56043831 0.55085195 0.49243037 0.53215887 0.54536543] [ 0.11808897 0.51697543 0.38665929 0.90478449 0.4683855 ] [ 0.37417824 0.59499467 0.44066019 0.71621622 0.47830117] [ 0.30956316 0.62730094 0.45409054 0.82688407 0.58237082] [ 0.42193058 0.37393271 0.4864191 0.38989885 0.43337023] [ 0.43043184 0.4682793 0.43651834 0.5727098 0.48137586] [ 0.78569135 0.33437945 0.62879043 0.24489191 0.46727488] [ 0.26260202 0.53556364 0.46332942 0.86119806 0.46204777] [ 0.26060942 0.65864706 0.38425056 0.85433055 0.42464157] [ 0.19173229 0.64583969 0.46300281 0.74409903 0.47825958] [ 0.42258137 0.5206349 0.44556656 0.7652386 0.33785629] [ 0.33130662 0.28191694 0.52135662 0.65351205 0.41245679] [ 0.32183912 0.63299019 0.31526847 0.74140178 0.50361356] [ 0.45308977 0.69866024 0.26930582 0.76378845 0.37274223] [ 0.21308762 0.57709412 0.39558093 0.7671936 0.49223989] [ 0.74475573 0.50465214 0.41259614 0.31675166 0.27262779] [ 0.66921792 0.46744828 0.55126289 0.42007328 0.52244829] [ 0.30973378 0.49873134 0.46193809 0.74996824 0.29409896] [ 0.64791304 0.57460105 0.34690542 0.35797518 0.33490721] [ 0.48899542 0.55068257 0.59262805 0.52314432 0.4115378 ] [ 0.52355149 0.48997118 0.54147899 0.46224614 0.41235498] [ 0.1750029 0.497206 0.55415841 0.87301499 0.50973909] [ 0.33138675 0.54288304 0.5667611 0.83314262 0.43027689] [ 0.31434978 0.49051508 0.45534287 0.76271875 0.59049935] [ 0.32392413 0.54253166 0.5272643 0.61404303 0.52326312] [ 0.14380155 0.54322105 0.47814205 0.91887323 0.5210354 ] [ 0.77976346 0.53547706 0.44874194 0.53668246 0.40648114] [ 0.62141363 0.45028108 0.45133807 0.45215421 0.41397592] [ 0.71241489 0.37884557 0.51376757 0.39140342 0.36480422] [ 0.18019476 0.54327638 0.59658399 0.67081481 0.50483718] [ 0.70975781 0.49219383 0.44887045 0.52849519 0.39498204] [ 0.48430927 0.56918698 0.44675419 0.49365192 0.43989753] [ 0.45550634 0.4691469 0.44096732 0.58252433 0.50897287] [ 0.66278959 0.48813324 0.32103422 0.54833395 0.3845042 ] [ 0.29177182 0.53482044 0.52782003 0.83305133 0.4659718 ] [ 0.27476355 0.56722593 0.52644939 0.84925516 0.41551876] [ 0.56055884 0.65880407 0.44268616 0.68245001 0.3429965 ] [ 0.63608928 0.48314194 0.48108288 0.41244873 0.38016392] Progress: 11.2% ... Training loss: 0.724 ... Validation loss: 1.257[ 0.37253934 0.53455576 0.48806649 0.75517061 0.37612676] [ 0.15308345 0.57297627 0.49143068 0.88530118 0.5839475 ] [ 0.45084661 0.40047407 0.45663315 0.63305447 0.55064691] [ 0.47964642 0.50935509 0.46273203 0.75653264 0.33731686] [ 0.82764991 0.4669578 0.58330175 0.23800913 0.45860508] [ 0.73410583 0.3276753 0.46045639 0.2708125 0.49328669] [ 0.31868149 0.49481733 0.57009867 0.76248451 0.52462099] [ 0.41408331 0.44456438 0.5632234 0.67623539 0.56497871] [ 0.35848992 0.41480821 0.47651898 0.56080997 0.58849337] [ 0.56435483 0.54392523 0.48992491 0.501885 0.49417728] [ 0.36346596 0.49323995 0.52430896 0.82003881 0.446792 ] [ 0.26506027 0.382028 0.46227271 0.75690399 0.48113411] [ 0.75375259 0.49841207 0.46238396 0.28095486 0.50652608] [ 0.65189713 0.45676175 0.55622475 0.26385337 0.511901 ] [ 0.56867025 0.38898662 0.44715525 0.58230786 0.27693359] [ 0.78448218 0.38284571 0.53729369 0.32012563 0.41777398] [ 0.50889453 0.5825007 0.39246236 0.51990049 0.4807055 ] [ 0.54969549 0.41060598 0.57044849 0.7168291 0.42385646] [ 0.16817034 0.47142593 0.45343331 0.86912344 0.45490281] [ 0.63268894 0.45712252 0.49210527 0.4541012 0.40687303] [ 0.47289087 0.46657865 0.49474627 0.66651962 0.46297448] [ 0.65161417 0.36055886 0.50004991 0.23501001 0.37431285] [ 0.52636001 0.5354169 0.32812353 0.67368794 0.33218328] [ 0.81947247 0.5210494 0.48368358 0.36652213 0.33153313] [ 0.15472955 0.30007218 0.57061181 0.83536069 0.56451724] [ 0.77350928 0.41328876 0.50364971 0.27783246 0.35482459] [ 0.2984092 0.49705973 0.58677343 0.81593267 0.64442939] [ 0.80030429 0.40791171 0.59266741 0.34863106 0.40291851] [ 0.6280916 0.59528951 0.47397704 0.4454599 0.56619284] [ 0.28875733 0.32096135 0.59525094 0.78559244 0.37674264] [ 0.4721537 0.47024913 0.44116097 0.53550154 0.40440581] [ 0.42675728 0.45461018 0.66717651 0.71429609 0.45127071] [ 0.65394979 0.5217626 0.45089858 0.30905241 0.43323247] [ 0.39459265 0.54990218 0.65056421 0.67095391 0.52723077] [ 0.42935981 0.62873307 0.3487226 0.73667353 0.51780576] [ 0.61519155 0.57643977 0.25386843 0.42335861 0.31386242] [ 0.84599275 0.35972102 0.43475688 0.1194088 0.26416035] [ 0.41232992 0.58121962 0.29165919 0.7791674 0.446379 ] [ 0.30011693 0.59531705 0.50337135 0.74425211 0.5213519 ] [ 0.55739155 0.4268868 0.43989628 0.50526568 0.38149561] [ 0.56224153 0.48282609 0.58041159 0.35082599 0.41614043] [ 0.36595043 0.39108619 0.5397918 0.55488012 0.58289952] [ 0.17040516 0.55769033 0.50296198 0.86018461 0.51311648] [ 0.34703047 0.37945088 0.49946054 0.74943205 0.36745938] [ 0.35936022 0.60529353 0.62658552 0.64535577 0.57509183] [ 0.63060828 0.49276537 0.62613114 0.34579305 0.42651712] [ 0.32465304 0.59167155 0.37740374 0.75385948 0.55883015] [ 0.41697269 0.60636255 0.46046127 0.62587497 0.50324417] [ 0.46798871 0.49171095 0.63392544 0.63972197 0.48495056] [ 0.36562602 0.44262558 0.52985635 0.76401805 0.45929462] [ 0.79563626 0.38545806 0.46341343 0.28219754 0.27097119] [ 0.34142503 0.64038906 0.495299 0.77172259 0.56920102] [ 0.38558787 0.50774515 0.51146627 0.71780464 0.57501446] [ 0.32959204 0.44989411 0.50601923 0.77743513 0.4183258 ] [ 0.75450639 0.43639176 0.59282433 0.40700085 0.45998546] [ 0.53985082 0.62031902 0.3082851 0.6714197 0.45951574] [ 0.52967898 0.42363232 0.53414996 0.59867794 0.61765515] [ 0.56910642 0.43541176 0.66864836 0.55210883 0.42638664] [ 0.18105714 0.57706808 0.49817811 0.7542532 0.44133281] [ 0.31491372 0.49599467 0.54802902 0.56416884 0.5875229 ] [ 0.20391249 0.45088169 0.58161991 0.85552916 0.59892368] [ 0.57688085 0.4920702 0.47799846 0.57477078 0.32175745] [ 0.59108062 0.56888368 0.51432726 0.66129757 0.4573227 ] [ 0.72025182 0.33856554 0.47694683 0.4258143 0.502592 ] [ 0.61537342 0.35165183 0.59585839 0.26839575 0.50037714] [ 0.56048763 0.51085363 0.47700415 0.38796524 0.53952344] [ 0.48416404 0.56192993 0.39851876 0.57073467 0.43426682] [ 0.86283997 0.43017693 0.51737834 0.17835906 0.34713131] [ 0.26780933 0.47721816 0.61652138 0.73660041 0.5684418 ] [ 0.47428512 0.4014785 0.4626721 0.41734169 0.43785454] [ 0.63976133 0.41669509 0.51729432 0.61000246 0.37038506] [ 0.53932547 0.43212177 0.50093075 0.68770021 0.36157768] [ 0.69433946 0.43688824 0.5778589 0.30710657 0.41099614] [ 0.1805831 0.49636285 0.56634999 0.84084161 0.56469232] [ 0.52216767 0.44266821 0.45439194 0.6874341 0.35180333] [ 0.6230348 0.56797005 0.40552038 0.61917292 0.50436777] [ 0.55624478 0.43528039 0.54474739 0.49264392 0.45231841] [ 0.426094 0.64828457 0.35909731 0.81108855 0.57243404] [ 0.32185749 0.55734209 0.34816061 0.75777656 0.38532341] [ 0.40505152 0.5051446 0.45981364 0.67881251 0.53732432] [ 0.55247811 0.57968087 0.38120914 0.51237882 0.42829755] [ 0.33714347 0.43395415 0.444276 0.798579 0.47411134] [ 0.49858348 0.56875403 0.45304484 0.74401814 0.41828142] [ 0.41645589 0.58920874 0.57059541 0.54033503 0.50894492] [ 0.80153734 0.43856655 0.65485666 0.32221412 0.44554919] [ 0.76559756 0.46233565 0.46592862 0.45886881 0.45042581] [ 0.75488654 0.37317147 0.53669805 0.1553907 0.47001707] [ 0.3852283 0.57738176 0.54580042 0.61195982 0.49440019] [ 0.65893821 0.38751587 0.55428462 0.3682718 0.33298012] [ 0.48886513 0.37771249 0.48359344 0.54248821 0.53102609] [ 0.5594329 0.45637392 0.62312209 0.40446444 0.51718 ] [ 0.7560429 0.49639395 0.49008127 0.45039444 0.39870702] [ 0.57791498 0.46664641 0.31783947 0.511055 0.50704697] [ 0.63060984 0.35981601 0.49405156 0.4604376 0.4675739 ] [ 0.75231965 0.42980314 0.54415981 0.2647971 0.40093164] [ 0.37255148 0.6153943 0.51881838 0.70551942 0.43633051] [ 0.63966214 0.3880829 0.56030707 0.35102688 0.35260112] [ 0.34099847 0.44894445 0.52720355 0.72119021 0.33620347] [ 0.51639289 0.48053469 0.53935652 0.51507465 0.45885211] [ 0.1808462 0.44265093 0.37086392 0.87793906 0.4922689 ] [ 0.63682577 0.4446 0.55716947 0.49586869 0.47410075] [ 0.30788228 0.63024688 0.41015222 0.76501269 0.42266543] [ 0.76229844 0.42522101 0.62609229 0.20620931 0.41773311] [ 0.4473107 0.56873303 0.42124738 0.64248496 0.36377639] [ 0.54693585 0.48514974 0.53171848 0.65496113 0.39735405] [ 0.55888946 0.47983592 0.51955911 0.77096849 0.4209651 ] [ 0.63603259 0.42025775 0.53737519 0.28913107 0.44180475] [ 0.46727961 0.43253408 0.44011341 0.62506206 0.33229725] [ 0.53019437 0.43771882 0.59250567 0.69768093 0.39329821] [ 0.45742086 0.51510267 0.42572184 0.67580326 0.35098803] [ 0.57570094 0.40440461 0.49598325 0.32121511 0.44350367] [ 0.68822263 0.4401603 0.44196524 0.29745449 0.41664743] [ 0.40436582 0.58505812 0.37378824 0.66985143 0.48669942] [ 0.40627421 0.53691084 0.35793781 0.57013759 0.3184787 ] [ 0.47841481 0.54669292 0.39738463 0.46512831 0.49664554] [ 0.56288578 0.45483554 0.59996102 0.49057895 0.60846677] [ 0.77640836 0.37202535 0.54239572 0.2329357 0.33467253] [ 0.38883646 0.51708927 0.47096778 0.68717852 0.52671132] [ 0.43449605 0.55275033 0.49789096 0.81697074 0.43027867] [ 0.30744582 0.49046933 0.61151533 0.80138309 0.43733605] [ 0.31456885 0.62472201 0.52316824 0.66079776 0.42080588] [ 0.51595699 0.55606686 0.43723305 0.59130255 0.35618045] [ 0.28178253 0.66049323 0.3294885 0.7415708 0.45982974] [ 0.46238814 0.47803075 0.41152817 0.65724601 0.44751418] [ 0.39471939 0.49240837 0.46762987 0.65939863 0.42761019] [ 0.71423881 0.34391565 0.45227571 0.28447568 0.40822123] [ 0.78350667 0.33928473 0.56236846 0.18265241 0.39246914] [ 0.26254187 0.61587519 0.35099884 0.82948602 0.47996722] Progress: 11.2% ... Training loss: 0.724 ... Validation loss: 1.253[ 0.51025036 0.4724468 0.35461138 0.71077434 0.48211376] [ 0.56688312 0.41807463 0.60589231 0.29628549 0.52331578] [ 0.38377295 0.54856879 0.41720295 0.61147259 0.65512139] [ 0.61602968 0.43078475 0.39219594 0.55265912 0.37781225] [ 0.42574107 0.42456837 0.55047324 0.73528846 0.45349533] [ 0.60858746 0.50172499 0.56745792 0.44976908 0.55320051] [ 0.17626407 0.44687988 0.45121878 0.92638647 0.59907462] [ 0.28902766 0.51266552 0.50276313 0.74401733 0.59546381] [ 0.68872459 0.35936372 0.57533446 0.42008829 0.34981354] [ 0.2340725 0.51989754 0.49167148 0.85302833 0.4537933 ] [ 0.61187703 0.43538262 0.59066557 0.50079587 0.43049747] [ 0.69223135 0.5388503 0.52758138 0.29688236 0.3474316 ] [ 0.59612342 0.48858452 0.57325917 0.39476425 0.46774088] [ 0.84175191 0.41636451 0.46233746 0.18830788 0.300892 ] [ 0.42505351 0.62173978 0.42507923 0.64058951 0.58093805] [ 0.23797281 0.43494505 0.40744965 0.86950269 0.48574754] [ 0.20252704 0.53457628 0.52841727 0.76433689 0.66726032] [ 0.5752465 0.52638645 0.59599461 0.51038186 0.36039194] [ 0.77913287 0.48889798 0.56721423 0.43723755 0.37491799] [ 0.52869466 0.59327544 0.39348083 0.47725419 0.35313911] [ 0.81342726 0.46664703 0.55135568 0.21582588 0.35381855] [ 0.22646713 0.50568174 0.53529411 0.73011781 0.51502839] [ 0.82142476 0.36673914 0.67051666 0.22478125 0.45126391] [ 0.80706045 0.46884377 0.59219361 0.19945783 0.51467491] [ 0.13874267 0.59635144 0.45279768 0.91613202 0.63569937] [ 0.31455439 0.44643848 0.54461864 0.67762313 0.65085193] [ 0.18181352 0.45111417 0.49237292 0.71775345 0.42950452] [ 0.68800575 0.47614847 0.44381574 0.46063786 0.49282871] [ 0.35046028 0.39919896 0.4445542 0.55164156 0.57981307] [ 0.72498733 0.38632039 0.47596315 0.20874008 0.28939425] [ 0.45385883 0.3657502 0.63017562 0.67201348 0.47797686] [ 0.6739476 0.58522083 0.38335562 0.47417169 0.42679108] [ 0.34783675 0.35785772 0.59030754 0.41927793 0.69977889] [ 0.15141989 0.51306971 0.37229748 0.93572338 0.62283984] [ 0.84525782 0.3037171 0.56063715 0.12684078 0.32065252] [ 0.5527602 0.40652381 0.57893979 0.33168499 0.45732774] [ 0.29909272 0.53422947 0.47146982 0.89674659 0.41042825] [ 0.60383808 0.39909498 0.64194874 0.51854429 0.38416582] [ 0.72298609 0.45863964 0.59480974 0.2866494 0.50870271] [ 0.20520172 0.46380592 0.48882764 0.83175474 0.53640802] [ 0.26962796 0.56218157 0.51341126 0.83967325 0.39536197] [ 0.61758875 0.44490111 0.45620455 0.4546984 0.49535031] [ 0.65663148 0.42134773 0.47198586 0.37630151 0.4046909 ] [ 0.47584332 0.46824705 0.38758933 0.7264378 0.46351259] [ 0.63698897 0.45455708 0.4987722 0.4202119 0.49537012] [ 0.15539424 0.43026832 0.44602538 0.89474914 0.40470991] [ 0.50923414 0.409462 0.43576642 0.7387848 0.36824149] [ 0.74059375 0.47243904 0.58591475 0.43022216 0.42574447] [ 0.5733721 0.46288754 0.55254495 0.39317569 0.51561431] [ 0.29937223 0.52338189 0.41694793 0.78787028 0.4569344 ] [ 0.51289518 0.62868354 0.59177059 0.61807364 0.51125926] [ 0.15796695 0.46006005 0.61647271 0.76275916 0.64084659] [ 0.54871714 0.50487533 0.38134273 0.42130278 0.47463383] [ 0.3917801 0.58063043 0.52612268 0.70233178 0.48104588] [ 0.81383038 0.37998989 0.62044422 0.29201376 0.36616686] [ 0.21256066 0.50100436 0.46264511 0.73304979 0.56824681] [ 0.55564885 0.59240004 0.458069 0.52964881 0.35864221] [ 0.26456073 0.54242308 0.52095538 0.84928817 0.41685492] [ 0.5194284 0.42565676 0.47091795 0.47489901 0.5076936 ] [ 0.75514548 0.43850657 0.56837097 0.25014357 0.51951884] [ 0.72061994 0.52616861 0.47982796 0.40928012 0.50063298] [ 0.27115263 0.51536092 0.3261633 0.90505185 0.44055299] [ 0.54933388 0.44814979 0.39851737 0.40483201 0.49388665] [ 0.40556143 0.60276529 0.40346966 0.69435389 0.50635811] [ 0.80671431 0.45941997 0.46562413 0.25494472 0.30049062] [ 0.43792882 0.50396237 0.29996526 0.70464036 0.48338794] [ 0.19137124 0.50325817 0.54809435 0.76116853 0.53187222] [ 0.12537551 0.55314495 0.4005082 0.92577619 0.41717081] [ 0.81816061 0.35797654 0.4616337 0.18379395 0.25543604] [ 0.51919065 0.40002791 0.54188547 0.45734342 0.41005418] [ 0.66960067 0.53853227 0.50830221 0.49251266 0.46423327] [ 0.13220169 0.46121837 0.38092547 0.9011284 0.60514926] [ 0.41797569 0.5011605 0.46882234 0.61134512 0.35179479] [ 0.60052993 0.40553048 0.51576706 0.46318115 0.43960189] [ 0.37388787 0.41099749 0.65628381 0.60932355 0.52263914] [ 0.71677506 0.29481188 0.54604324 0.345884 0.51376662] [ 0.61128679 0.40984968 0.65154496 0.44161924 0.46434444] [ 0.40897606 0.54675007 0.46479771 0.75963222 0.59911117] [ 0.80238359 0.49002881 0.44666293 0.20330924 0.37658509] [ 0.68694392 0.56999886 0.35191517 0.48549847 0.37238973] [ 0.40362778 0.52921006 0.43212435 0.69687518 0.52224019] [ 0.84312256 0.40652339 0.59732746 0.22670224 0.4091668 ] [ 0.2843955 0.57792838 0.38429 0.91487555 0.44073639] [ 0.21880591 0.54360533 0.45938942 0.61501554 0.51741869] [ 0.51820317 0.38663242 0.53879446 0.73230383 0.41741815] [ 0.13186553 0.55638343 0.43690417 0.87696167 0.40597608] [ 0.59844238 0.4951381 0.56478135 0.40070902 0.39117138] [ 0.26819723 0.51621058 0.44216105 0.71821502 0.3975016 ] [ 0.75475908 0.43625212 0.59286593 0.40684177 0.45993066] [ 0.44412377 0.49492952 0.57654334 0.58921432 0.46153771] [ 0.79837751 0.52333943 0.59476961 0.26805934 0.41412993] [ 0.38311602 0.50373378 0.52680494 0.56812557 0.54031509] [ 0.4882836 0.56975135 0.55153914 0.61857744 0.44487698] [ 0.12732696 0.51652978 0.52839428 0.89808054 0.60406695] [ 0.71267513 0.37944977 0.66645457 0.22536792 0.48152172] [ 0.16976383 0.59239982 0.53166432 0.83714537 0.59864348] [ 0.43797057 0.55518631 0.59702578 0.51692942 0.50149631] [ 0.6837731 0.45338888 0.42965159 0.44355511 0.43637162] [ 0.80253295 0.50247428 0.39855372 0.30327106 0.29284248] [ 0.35013693 0.42462672 0.58762191 0.74134585 0.47780143] [ 0.58573239 0.52199428 0.48734052 0.38664303 0.58545312] [ 0.39515392 0.51428339 0.46363255 0.68413648 0.37021988] [ 0.83579741 0.36768969 0.57515363 0.16794253 0.37007413] [ 0.77511037 0.50578181 0.5064886 0.43835917 0.41005896] [ 0.71492758 0.60028734 0.353316 0.49828947 0.33329412] [ 0.83812748 0.37683174 0.58123867 0.25671091 0.25963014] [ 0.63382456 0.60119819 0.3751397 0.55496833 0.37629837] [ 0.21338047 0.49143596 0.33793296 0.84205527 0.41690437] [ 0.63834071 0.48575178 0.44617036 0.44525754 0.39805215] [ 0.58371549 0.525326 0.3471493 0.51853698 0.27811566] [ 0.58021322 0.43483963 0.54587283 0.47552644 0.54034386] [ 0.50825245 0.45418606 0.55798003 0.44844458 0.42281755] [ 0.71501151 0.37442175 0.49742694 0.30839484 0.35437745] [ 0.22900843 0.49657611 0.47372332 0.49859255 0.59323914] [ 0.41484105 0.48572129 0.46914247 0.7144092 0.47738252] [ 0.70294144 0.36872892 0.57212802 0.24534253 0.3681233 ] [ 0.74125634 0.31789651 0.47783921 0.17714831 0.39485579] [ 0.64429293 0.67251127 0.44844119 0.63515476 0.46261634] [ 0.60059486 0.41837673 0.39117463 0.43771265 0.3862838 ] [ 0.62896345 0.62264963 0.40199022 0.55264157 0.40807769] [ 0.52341947 0.51463683 0.43250223 0.40713954 0.43986315] [ 0.72411268 0.40109065 0.44215974 0.28463195 0.38412244] [ 0.47309371 0.51278587 0.41722146 0.5183205 0.31556098] [ 0.6132703 0.58417968 0.49367938 0.56087194 0.33786415] [ 0.30234221 0.6506548 0.44468298 0.63792222 0.49786359] [ 0.18003379 0.44329665 0.37066631 0.87828759 0.49254293] [ 0.58664245 0.33557128 0.6109461 0.3596313 0.64060625] [ 0.41535608 0.63231461 0.34544035 0.54069582 0.56946046] Progress: 11.3% ... Training loss: 0.723 ... Validation loss: 1.251[ 0.63612435 0.41928853 0.56987065 0.4182396 0.42984365] [ 0.71302909 0.44358648 0.54552468 0.41099215 0.48931931] [ 0.49789156 0.50766986 0.51094318 0.36299456 0.37448471] [ 0.6715641 0.25460412 0.5739417 0.30282105 0.47918224] [ 0.28367545 0.48255157 0.57583298 0.65198018 0.66413126] [ 0.29417418 0.51756223 0.37938221 0.72696567 0.48680392] [ 0.67676132 0.30595068 0.43156118 0.26885931 0.3988847 ] [ 0.47116804 0.40515891 0.52365256 0.49325811 0.46104578] [ 0.33976671 0.64943685 0.35385515 0.745407 0.54238444] [ 0.57078551 0.56041938 0.51315953 0.49711553 0.46721393] [ 0.21874484 0.63205626 0.38212852 0.84599261 0.50489835] [ 0.32560219 0.6254798 0.43250351 0.78547554 0.39294648] [ 0.79245572 0.46682802 0.48129142 0.34225981 0.3501985 ] [ 0.1814326 0.45152129 0.49225074 0.71808406 0.42965371] [ 0.63421913 0.49842888 0.45554467 0.37441723 0.40293207] [ 0.54100172 0.5100657 0.44231773 0.42179677 0.39657322] [ 0.38619304 0.47168026 0.37916094 0.55010455 0.5363004 ] [ 0.51792944 0.34116262 0.69201598 0.47203242 0.36336112] [ 0.32679659 0.44105932 0.42994108 0.67294688 0.5223175 ] [ 0.473175 0.5825989 0.44471374 0.68663298 0.35011068] [ 0.4456387 0.53791712 0.48535358 0.6962677 0.51993003] [ 0.70244345 0.46100692 0.59564964 0.33983805 0.38075839] [ 0.44951425 0.45750807 0.501632 0.53325998 0.50640567] [ 0.60006554 0.49792728 0.59131457 0.57675402 0.43928472] [ 0.53173423 0.57611615 0.6170422 0.56314199 0.45869634] [ 0.43897286 0.55913261 0.59967636 0.54304775 0.50399834] [ 0.60066862 0.42043269 0.57623951 0.36898526 0.45739176] [ 0.50836261 0.5455737 0.54915753 0.47725073 0.34177679] [ 0.68224132 0.48109963 0.55811451 0.38289246 0.32069123] [ 0.66445018 0.47021491 0.57243947 0.34442646 0.4978795 ] [ 0.19915151 0.54779587 0.39740463 0.74669908 0.51269551] [ 0.5761208 0.51751741 0.4958873 0.46680242 0.55418862] [ 0.15122803 0.55688686 0.39799193 0.88309806 0.54664522] [ 0.26017902 0.51000876 0.46379648 0.68125169 0.47268907] [ 0.49468037 0.64609968 0.46649665 0.60420939 0.38926778] [ 0.7555335 0.37022757 0.5668934 0.3531886 0.4410236 ] [ 0.21637617 0.44961183 0.56693692 0.893721 0.57942895] [ 0.5654384 0.49134508 0.43772334 0.5202055 0.25289292] [ 0.16990572 0.50271961 0.54422078 0.86423809 0.60640181] [ 0.48333281 0.48236067 0.37155146 0.60506909 0.5199289 ] [ 0.55914044 0.58258788 0.40394251 0.48437043 0.34667296] [ 0.55700941 0.6108447 0.51560659 0.47423071 0.42586073] [ 0.43600781 0.39288534 0.5853206 0.42956818 0.53335689] [ 0.49490773 0.58491922 0.34833337 0.77269291 0.46432852] [ 0.5188534 0.59649317 0.54677095 0.66527803 0.46040074] [ 0.82789465 0.31464825 0.57366502 0.15185058 0.41516376] [ 0.40482614 0.55147069 0.48676142 0.59947441 0.44914829] [ 0.57565193 0.4939002 0.45495788 0.43833106 0.44982036] [ 0.8338362 0.37524758 0.4356532 0.22002906 0.26543409] [ 0.75569949 0.45494742 0.47670025 0.34273491 0.4373905 ] [ 0.73199127 0.50996379 0.45025192 0.39446798 0.38065699] [ 0.55624408 0.46902041 0.37730952 0.39732509 0.35189126] [ 0.12529047 0.50541159 0.36405007 0.93903719 0.52242443] [ 0.16874906 0.51812633 0.29804312 0.94309515 0.40969021] [ 0.35546945 0.39608054 0.42210571 0.62898724 0.57887816] [ 0.42922141 0.47632508 0.50581344 0.74191875 0.50658334] [ 0.18446038 0.4633804 0.60444699 0.84230426 0.52517876] [ 0.50522426 0.3701971 0.64662536 0.57480388 0.3969342 ] [ 0.47801853 0.57676427 0.69755029 0.63562104 0.46421895] [ 0.7065105 0.52272594 0.53976176 0.23097636 0.48494247] [ 0.56016722 0.55940388 0.39851131 0.43822792 0.54486054] [ 0.46458187 0.56338342 0.34838408 0.57648734 0.50300354] [ 0.72810043 0.49918232 0.32260881 0.38353703 0.26917203] [ 0.82501077 0.47137743 0.41998723 0.31420319 0.29334351] [ 0.67894832 0.5724022 0.26656019 0.57659291 0.40039996] [ 0.41309895 0.3971973 0.49905382 0.69241405 0.3692265 ] [ 0.39734443 0.53460667 0.48324452 0.53513659 0.46253892] [ 0.58574143 0.45296337 0.56108885 0.44642897 0.4729779 ] [ 0.83813019 0.38869201 0.60583025 0.16424921 0.40297471] [ 0.83802472 0.32009603 0.56234993 0.17876485 0.3456377 ] [ 0.7447614 0.41937792 0.59164278 0.32140124 0.43543616] [ 0.28729744 0.51453729 0.385345 0.77136387 0.54516956] [ 0.68441997 0.51279531 0.48759172 0.29268282 0.30732545] [ 0.69513818 0.51107918 0.4968878 0.35175277 0.52513452] [ 0.75109625 0.5668825 0.47058428 0.51738856 0.40753054] [ 0.4983107 0.54362873 0.41113862 0.52908913 0.30382904] [ 0.49088206 0.37141839 0.4333285 0.56318958 0.45614402] [ 0.81986224 0.41453368 0.53329321 0.34806056 0.40527783] [ 0.60481949 0.55293186 0.34686868 0.47600398 0.47202552] [ 0.34261344 0.54886479 0.42460968 0.71300084 0.56025901] [ 0.43537274 0.39149354 0.55762506 0.770992 0.41210405] [ 0.47321215 0.46877872 0.53018139 0.69350225 0.42040577] [ 0.26932713 0.53210784 0.48350532 0.74312967 0.53990501] [ 0.75720891 0.38014085 0.42000822 0.26381854 0.43219182] [ 0.26637681 0.60324236 0.43550875 0.8248887 0.45216032] [ 0.4931953 0.58968686 0.50360616 0.50072586 0.4771712 ] [ 0.26085062 0.52143039 0.37916173 0.71727619 0.42799273] [ 0.73568379 0.35937602 0.49932073 0.32730999 0.45735512] [ 0.34673611 0.41385204 0.69717621 0.72424883 0.50784962] [ 0.67824006 0.4830347 0.38789489 0.50713963 0.37384846] [ 0.72827628 0.4938745 0.54117119 0.53822288 0.48017135] [ 0.83698777 0.41074977 0.47461174 0.26513671 0.35324676] [ 0.47718062 0.6668729 0.55507015 0.62811851 0.57105113] [ 0.1235791 0.47005974 0.47984026 0.87080906 0.52989415] [ 0.45379161 0.44715507 0.4826701 0.70317933 0.62058188] [ 0.84281431 0.30112682 0.57718521 0.08550922 0.33984074] [ 0.48621915 0.36803629 0.51642326 0.60443949 0.34101268] [ 0.7874787 0.38330425 0.56539549 0.23220071 0.39549898] [ 0.13001314 0.52476063 0.6079428 0.83150146 0.51879978] [ 0.53955823 0.44182744 0.34795011 0.40774222 0.38457068] [ 0.24515561 0.63461515 0.31846754 0.77235369 0.52099441] [ 0.72209828 0.45489977 0.55963673 0.1600337 0.4137836 ] [ 0.43865244 0.58978867 0.3865835 0.64891112 0.40134272] [ 0.75325049 0.51241847 0.54217712 0.28704801 0.35208629] [ 0.11499102 0.51846707 0.51897262 0.88310345 0.45006274] [ 0.67177392 0.54497608 0.55398293 0.5153467 0.3881808 ] [ 0.47718062 0.6668729 0.55507015 0.62811851 0.57105113] [ 0.47930006 0.47802806 0.50702184 0.75067884 0.39583608] [ 0.47840378 0.48457399 0.51927569 0.60489185 0.56213297] [ 0.59924502 0.4080563 0.46417777 0.44012044 0.39063978] [ 0.67650388 0.47925299 0.52067113 0.43142362 0.29106455] [ 0.41675576 0.47353012 0.38377416 0.6931225 0.50185924] [ 0.64497993 0.49535465 0.59414683 0.25450641 0.39202762] [ 0.57787024 0.42974957 0.57236171 0.60148139 0.43511729] [ 0.73981789 0.2749869 0.44169875 0.37029815 0.33814195] [ 0.74756306 0.51887798 0.55753492 0.25957591 0.46988924] [ 0.29023432 0.53596576 0.52746881 0.83357316 0.46642399] [ 0.28360842 0.53793706 0.51185427 0.58178189 0.52530242] [ 0.22162053 0.57626771 0.42208207 0.87167611 0.57870631] [ 0.65119583 0.38781628 0.52142953 0.40653361 0.33156663] [ 0.72833826 0.52956367 0.36053968 0.31955574 0.29971419] [ 0.84013169 0.3846601 0.59029737 0.19032383 0.43512866] [ 0.24864889 0.5694579 0.32530935 0.6667752 0.47056707] [ 0.62092337 0.56763724 0.43981714 0.62992727 0.39793808] [ 0.17624632 0.48953882 0.49257645 0.78650762 0.56756263] [ 0.44052776 0.59182394 0.31693591 0.70058757 0.43664191] [ 0.24892735 0.48411191 0.4943785 0.804851 0.41160948] [ 0.77255964 0.45958979 0.52327648 0.26895186 0.39679276] Progress: 11.3% ... Training loss: 0.722 ... Validation loss: 1.251[ 0.81949344 0.37911355 0.55494631 0.17899834 0.40840527] [ 0.79411566 0.45338292 0.54781124 0.31639949 0.45698653] [ 0.38915683 0.54946112 0.36115054 0.55593948 0.40954442] [ 0.64502459 0.44052751 0.60925461 0.45124077 0.55911609] [ 0.45090351 0.44725215 0.62679066 0.73701419 0.4344102 ] [ 0.39557276 0.49922321 0.55039498 0.67572148 0.40273141] [ 0.53470025 0.38606607 0.4470406 0.41231209 0.32893356] [ 0.73323502 0.38086803 0.54236628 0.23138571 0.47755994] [ 0.64989851 0.27449828 0.35754955 0.30129183 0.39567704] [ 0.52443986 0.54990922 0.31857725 0.4868893 0.37364216] [ 0.66580744 0.52260109 0.44344122 0.3582218 0.45368522] [ 0.67017202 0.4976734 0.62834009 0.34283599 0.51414333] [ 0.48759004 0.48670908 0.41245584 0.41705913 0.42739779] [ 0.21625687 0.47265998 0.38511131 0.73970061 0.4464687 ] [ 0.34230765 0.54208366 0.48478896 0.77800833 0.3204484 ] [ 0.5132681 0.31128132 0.58547542 0.36761774 0.71206534] [ 0.47284343 0.48562366 0.56245496 0.5698766 0.38234155] [ 0.58313175 0.50062344 0.45821278 0.34782451 0.34509108] [ 0.11752288 0.50039639 0.64519618 0.8149996 0.72669994] [ 0.36904945 0.5822024 0.54017876 0.6712963 0.58211652] [ 0.36990559 0.60604522 0.42064956 0.6311409 0.34879539] [ 0.85929475 0.41416222 0.57831565 0.2735396 0.41089193] [ 0.59191994 0.67636073 0.27842026 0.81909645 0.29666994] [ 0.30946028 0.47207032 0.42129544 0.68655767 0.4048241 ] [ 0.38296603 0.57819722 0.50974991 0.65867652 0.48003372] [ 0.85633524 0.4844681 0.50090847 0.26679496 0.343796 ] [ 0.61311181 0.4192077 0.55647321 0.5426013 0.48776457] [ 0.6671902 0.58960531 0.49251743 0.64778755 0.46343758] [ 0.77454048 0.41657796 0.49929266 0.29544748 0.3822979 ] [ 0.41097613 0.57050884 0.52079137 0.52779788 0.5769072 ] [ 0.66340152 0.51171606 0.5451099 0.57280083 0.43619137] [ 0.4992249 0.61785815 0.59736492 0.49208314 0.52092125] [ 0.78800931 0.38292365 0.56551764 0.23187567 0.39534404] [ 0.76905437 0.46612619 0.49780279 0.29578468 0.4661297 ] [ 0.67367533 0.3891018 0.39026954 0.34920299 0.3154151 ] [ 0.46906827 0.46569133 0.52329228 0.70369159 0.36157276] [ 0.4423004 0.44786066 0.54690659 0.69427157 0.61904401] [ 0.75636566 0.37766763 0.51786772 0.22878619 0.32423403] [ 0.7812617 0.4100788 0.55586933 0.23019958 0.43924706] [ 0.42565537 0.4246375 0.58671896 0.69343389 0.48892357] [ 0.57045799 0.31734678 0.5582811 0.51638099 0.49760473] [ 0.36990559 0.60604522 0.42064956 0.6311409 0.34879539] [ 0.81222405 0.33435561 0.4108565 0.37346688 0.3529319 ] [ 0.66247993 0.4688072 0.54103403 0.24633498 0.51674675] [ 0.26644816 0.60128788 0.39961149 0.80309146 0.407075 ] [ 0.62373552 0.37944551 0.59384645 0.36374174 0.51812971] [ 0.61095118 0.34301732 0.55473776 0.48656973 0.52247297] [ 0.43036769 0.48001809 0.56160183 0.61956778 0.43637853] [ 0.22612412 0.52227603 0.45260935 0.78526145 0.40204727] [ 0.40098416 0.5105068 0.44357723 0.73316088 0.52657377] [ 0.58851678 0.45857817 0.55062837 0.47059245 0.53873156] [ 0.44547804 0.55000166 0.38526221 0.61502233 0.40945907] [ 0.43379599 0.47209559 0.48171788 0.7239976 0.27929265] [ 0.67413924 0.50120613 0.56908631 0.39645129 0.4901891 ] [ 0.39729864 0.5214651 0.41972412 0.77785238 0.34856253] [ 0.32520368 0.4346042 0.54086743 0.7705526 0.55730956] [ 0.49697885 0.48929874 0.66873529 0.5185549 0.49497585] [ 0.0949773 0.60924986 0.43328671 0.93123552 0.60055253] [ 0.51262307 0.50175141 0.57764139 0.59309548 0.50645036] [ 0.12348282 0.59083445 0.45987712 0.89920543 0.49907844] [ 0.58220442 0.37302441 0.60714433 0.37907303 0.52387589] [ 0.7868671 0.43607974 0.39833808 0.38717367 0.31957275] [ 0.81508468 0.38295087 0.37899271 0.18350388 0.28502009] [ 0.54806072 0.49341651 0.43451308 0.615009 0.4808585 ] [ 0.62787901 0.52075913 0.48584962 0.43927926 0.43882911] [ 0.40701605 0.46504158 0.51694513 0.74205688 0.36928651] [ 0.74736583 0.38880934 0.5359042 0.27385935 0.42035015] [ 0.53443248 0.60647906 0.5560384 0.53626566 0.52926746] [ 0.43611843 0.39966883 0.52302188 0.55456589 0.38395639] [ 0.63793327 0.44505624 0.52361861 0.40502044 0.57873301] [ 0.24947477 0.47872671 0.58870023 0.74429068 0.51596297] [ 0.74146183 0.43078086 0.56837777 0.40568491 0.41842322] [ 0.44173007 0.636671 0.33407655 0.81573697 0.31789799] [ 0.65884866 0.42915967 0.51326144 0.35787575 0.51542154] [ 0.62456662 0.39537689 0.62133959 0.36817377 0.43365043] [ 0.57548544 0.4046062 0.43474577 0.43243105 0.4834123 ] [ 0.55665604 0.40545126 0.52138394 0.45615435 0.399018 ] [ 0.22107012 0.46489132 0.50345373 0.8258563 0.39821108] [ 0.13990949 0.58504172 0.31826478 0.92753046 0.43829522] [ 0.32487982 0.44334723 0.45035522 0.67994198 0.57225345] [ 0.29822847 0.4172968 0.58747415 0.50954987 0.51734027] [ 0.61759815 0.52548174 0.5360592 0.5728426 0.34004913] [ 0.66846 0.47671616 0.44471268 0.40277431 0.39179362] [ 0.50920134 0.39838027 0.50975813 0.55564507 0.29711762] [ 0.83175782 0.44572343 0.55863121 0.48494631 0.38919536] [ 0.75054071 0.47104077 0.50554168 0.45792332 0.3126708 ] [ 0.43029206 0.53227746 0.5149832 0.78235058 0.55674708] [ 0.53098147 0.52046771 0.42849166 0.51002333 0.50164949] [ 0.23343068 0.54798979 0.46263653 0.78397116 0.40083138] [ 0.74420496 0.52907256 0.49735058 0.35068129 0.48062697] [ 0.60698436 0.58707678 0.41282299 0.54240782 0.3554677 ] [ 0.63474042 0.51551229 0.43326819 0.28779048 0.43888046] [ 0.66719352 0.60039026 0.42014157 0.49862808 0.43572218] [ 0.49292843 0.58983169 0.50356507 0.50092032 0.47722382] [ 0.55973392 0.38050045 0.52766769 0.73353138 0.39117921] [ 0.18051886 0.48098837 0.48022432 0.76002616 0.52883834] [ 0.63906673 0.55985155 0.41919004 0.54683966 0.36676871] [ 0.66273885 0.46012229 0.45829058 0.40423137 0.40785688] [ 0.4423004 0.44786066 0.54690659 0.69427157 0.61904401] [ 0.49263359 0.43441914 0.4988277 0.75757229 0.33382498] [ 0.64364846 0.5493546 0.41715251 0.40454131 0.39958301] [ 0.72904055 0.4131044 0.62295199 0.29313228 0.46063385] [ 0.6994858 0.64713557 0.37790842 0.56644526 0.39146122] [ 0.53960519 0.68438342 0.4032263 0.69922458 0.49907716] [ 0.70021662 0.46016346 0.40463124 0.26191166 0.31728291] [ 0.81497683 0.31246475 0.5683215 0.12648864 0.44966542] [ 0.50435208 0.54193685 0.52773641 0.68751681 0.49986875] [ 0.59050824 0.65239388 0.46042037 0.66742384 0.34341306] [ 0.43961887 0.48037925 0.51523337 0.64232977 0.30613384] [ 0.51275196 0.41709522 0.47158783 0.5441938 0.28342683] [ 0.41167539 0.53697044 0.51240588 0.44197598 0.52165611] [ 0.81191611 0.36389581 0.61876552 0.19477347 0.44059326] [ 0.69654383 0.46011751 0.56385728 0.40559294 0.33698991] [ 0.65958814 0.46240836 0.52240767 0.58431684 0.39893227] [ 0.58397422 0.44447096 0.43753907 0.46414062 0.38774123] [ 0.63973712 0.49169427 0.50449693 0.23063893 0.47983921] [ 0.51135665 0.4402378 0.48287377 0.67856007 0.38804174] [ 0.5291939 0.56958563 0.62617558 0.52990229 0.48994251] [ 0.72468613 0.42248004 0.42574234 0.32483555 0.3053548 ] [ 0.47962491 0.5312939 0.44978753 0.75676132 0.49427133] [ 0.39217625 0.51207813 0.33898092 0.68737501 0.39931797] [ 0.80370632 0.4949387 0.57060744 0.26492813 0.49089427] [ 0.29567388 0.54847338 0.52207287 0.816665 0.47783472] [ 0.82044753 0.31617423 0.58108439 0.21181211 0.34182253] [ 0.45031216 0.46037947 0.43150074 0.60676218 0.28352644] [ 0.20133657 0.57803637 0.39070398 0.884678 0.44505258] [ 0.59510151 0.4159602 0.5855336 0.29249327 0.56659197] [ 0.81174116 0.48494102 0.48311969 0.33514079 0.38201985] Progress: 11.4% ... Training loss: 0.721 ... Validation loss: 1.256[ 0.25993733 0.58554942 0.40569577 0.70006391 0.45639148] [ 0.29847423 0.59651291 0.50299011 0.74505897 0.52186431] [ 0.45639912 0.6289987 0.41089098 0.68752893 0.34415033] [ 0.22680865 0.47763834 0.58413254 0.59872236 0.63913066] [ 0.82547939 0.36527165 0.5628589 0.2209236 0.39080449] [ 0.21894155 0.5614942 0.38243525 0.77005807 0.39961652] [ 0.75468871 0.51145076 0.53444493 0.47166431 0.39584733] [ 0.6900105 0.53802282 0.45021328 0.51395439 0.28946511] [ 0.38617183 0.53108753 0.37092822 0.59277171 0.43419271] [ 0.65220216 0.41888413 0.66592047 0.3978535 0.51422449] [ 0.75756505 0.3051699 0.43192382 0.24634309 0.35065317] [ 0.78500579 0.25833882 0.53127072 0.17365119 0.3609628 ] [ 0.83208099 0.48867132 0.52389936 0.22339801 0.38480376] [ 0.78494859 0.37011222 0.57810618 0.28965205 0.35705749] [ 0.41753207 0.46293061 0.52060514 0.62186998 0.36851482] [ 0.30893577 0.5116394 0.3087007 0.86767469 0.39988718] [ 0.44743935 0.56906343 0.42114573 0.64228237 0.3639296 ] [ 0.36127024 0.66595978 0.30032366 0.77781677 0.51327038] [ 0.68815195 0.45353822 0.41032063 0.37796375 0.32306502] [ 0.62295836 0.46936211 0.36991177 0.57864097 0.36562284] [ 0.51809991 0.38678434 0.53874136 0.73232365 0.41748877] [ 0.44018994 0.50459959 0.3599534 0.4301537 0.444393 ] [ 0.58296533 0.43807581 0.51894833 0.44108189 0.3581863 ] [ 0.63406651 0.57247716 0.44323688 0.58451781 0.45523 ] [ 0.76189493 0.34435613 0.52702823 0.28088515 0.36808761] [ 0.6909325 0.55327533 0.57347896 0.41116239 0.46370284] [ 0.7849485 0.33490543 0.62696987 0.22536671 0.54531577] [ 0.34083309 0.46250247 0.4436271 0.75205553 0.48456348] [ 0.40534318 0.56597127 0.37708536 0.7315538 0.53290575] [ 0.58472999 0.43471035 0.58893978 0.50480499 0.58337034] [ 0.45938738 0.59024775 0.45565879 0.62431938 0.49903506] [ 0.38181441 0.44932445 0.59606578 0.80493098 0.55569841] [ 0.68983496 0.41440854 0.55913919 0.32440919 0.51452688] [ 0.42786565 0.28329583 0.48889227 0.71171853 0.32418586] [ 0.75583626 0.35688676 0.57294453 0.41630658 0.44686937] [ 0.5034301 0.50487501 0.50009222 0.67154805 0.49624446] [ 0.6720982 0.53437284 0.46681737 0.54050032 0.37099134] [ 0.80625677 0.43893976 0.47433797 0.27187509 0.32321011] [ 0.66732583 0.39069747 0.52463344 0.28282141 0.52810917] [ 0.59318613 0.48538647 0.51049892 0.43602849 0.31795724] [ 0.28990469 0.53634491 0.52735428 0.83370623 0.46658494] [ 0.72907115 0.43187041 0.31601011 0.33000779 0.33254623] [ 0.69659541 0.49539303 0.43268773 0.44536515 0.38418093] [ 0.55797829 0.49236518 0.55770725 0.34419037 0.55411254] [ 0.53936717 0.49657896 0.35851391 0.56948801 0.45737207] [ 0.29573068 0.52356797 0.4938464 0.82195746 0.48304769] [ 0.56860971 0.35800448 0.64241496 0.52926828 0.46556781] [ 0.2644729 0.48649253 0.34225288 0.82279936 0.46739855] [ 0.67567314 0.34576222 0.47464035 0.28971547 0.46837033] [ 0.77029422 0.49493169 0.52574727 0.30970271 0.37349382] [ 0.29085186 0.48118016 0.37819905 0.92920936 0.39293769] [ 0.80390728 0.33513933 0.59103481 0.20715333 0.42011372] [ 0.50225106 0.47403409 0.45327672 0.59636774 0.59143562] [ 0.58919394 0.38205587 0.4505384 0.72798986 0.52419918] [ 0.39165462 0.49161815 0.51507717 0.67104903 0.38739374] [ 0.75790477 0.4653396 0.49007686 0.31706493 0.42216618] [ 0.75362492 0.37814684 0.55624473 0.30582423 0.27920483] [ 0.57609791 0.55488471 0.40362111 0.29599044 0.36283119] [ 0.29406136 0.46604647 0.61647416 0.70658771 0.50300311] [ 0.70171704 0.46288685 0.50223841 0.20060638 0.45478361] [ 0.6221607 0.61023375 0.44512117 0.60346586 0.43395672] [ 0.14967451 0.61955629 0.31997698 0.91652898 0.46264617] [ 0.73838428 0.431131 0.58017325 0.32417879 0.47395709] [ 0.56459832 0.52272188 0.55682954 0.39601596 0.55103789] [ 0.4926849 0.43993598 0.57303638 0.63798087 0.48333338] [ 0.79661985 0.49458714 0.61979273 0.25726825 0.48418816] [ 0.49995429 0.53206386 0.40902548 0.50791795 0.44999185] [ 0.13982442 0.39272871 0.45517077 0.89898659 0.60437028] [ 0.60209059 0.43640504 0.47947926 0.2741407 0.39157964] [ 0.55007433 0.6735728 0.35906562 0.59582359 0.46070143] [ 0.42744226 0.63707487 0.45332282 0.76867492 0.58584248] [ 0.45471606 0.44911165 0.40776103 0.54741332 0.47894097] [ 0.87310284 0.42963057 0.59847037 0.16222495 0.30761164] [ 0.51322159 0.37867799 0.34661636 0.63925921 0.49450068] [ 0.61412825 0.51147109 0.4781397 0.4409057 0.34355204] [ 0.25404659 0.5690399 0.42481795 0.79508079 0.52873322] [ 0.51325035 0.52007354 0.49558067 0.5740596 0.62321496] [ 0.19027749 0.41214991 0.44165979 0.82126072 0.43352806] [ 0.53430176 0.33813523 0.42710257 0.59922509 0.38647268] [ 0.42138625 0.55521592 0.47639796 0.56977369 0.64867288] [ 0.35238458 0.52264204 0.41035105 0.72627762 0.4827234 ] [ 0.70888024 0.39120654 0.55357317 0.20292283 0.47663249] [ 0.65197367 0.56419636 0.36189125 0.50894817 0.35073968] [ 0.72950405 0.56257651 0.49417581 0.36238128 0.40086941] [ 0.85033767 0.50290125 0.61115814 0.23772955 0.39480322] [ 0.4371155 0.46007252 0.34128257 0.62125023 0.33496185] [ 0.52883561 0.59325981 0.39348996 0.47711606 0.35314044] [ 0.75955905 0.52932818 0.52228696 0.39957873 0.39355195] [ 0.16343051 0.56194143 0.43386223 0.84626958 0.39384182] [ 0.36008522 0.61759133 0.5203468 0.80352099 0.43740181] [ 0.59539765 0.66757015 0.40504391 0.51063697 0.51619764] [ 0.53936717 0.49657896 0.35851391 0.56948801 0.45737207] [ 0.61785191 0.45714417 0.61843147 0.4818875 0.60366324] [ 0.34540895 0.56561743 0.48597841 0.68597293 0.47302062] [ 0.64511426 0.45112409 0.44998282 0.47628861 0.45821566] [ 0.7745085 0.35454026 0.45843126 0.18654895 0.31590922] [ 0.6604725 0.43139492 0.4967923 0.43863847 0.3712533 ] [ 0.21560251 0.41002916 0.48718988 0.7119236 0.43468235] [ 0.53356624 0.40434974 0.38349119 0.45265725 0.35914012] [ 0.29381069 0.44839321 0.60503069 0.53282838 0.4557237 ] [ 0.09119139 0.55832599 0.46185857 0.87840985 0.5187614 ] [ 0.6238419 0.44093673 0.48753454 0.56396667 0.25304553] [ 0.35326262 0.38395503 0.61802361 0.73459201 0.50717625] [ 0.53936717 0.49657896 0.35851391 0.56948801 0.45737207] [ 0.57460867 0.44496941 0.40882512 0.68857886 0.47226107] [ 0.77719516 0.42137721 0.51152125 0.28383903 0.40914113] [ 0.64678699 0.45881698 0.50970297 0.33136768 0.54893461] [ 0.6631043 0.57070103 0.34621996 0.36808378 0.32075529] [ 0.26616964 0.4940674 0.62564369 0.79484243 0.42933451] [ 0.24490274 0.53419386 0.47648948 0.7580802 0.56886359] [ 0.27675301 0.63563093 0.32597735 0.72993755 0.52021829] [ 0.75669871 0.43742923 0.56869794 0.24929166 0.51908868] [ 0.43031474 0.53332418 0.55734329 0.6844792 0.57459832] [ 0.30246204 0.4504598 0.55858244 0.58540154 0.55757958] [ 0.4041674 0.56505277 0.49121234 0.72001328 0.37906352] [ 0.23930151 0.52970366 0.54668633 0.76306248 0.5294867 ] [ 0.84733869 0.43086978 0.53036102 0.26362025 0.29769346] [ 0.70463095 0.36681639 0.71425171 0.23267512 0.48786815] [ 0.4357327 0.4284433 0.38174983 0.66969883 0.43200681] [ 0.5707197 0.4524415 0.41730377 0.61064609 0.48770359] [ 0.65842375 0.60110992 0.49428738 0.61229449 0.4090134 ] [ 0.56009455 0.47957481 0.51963191 0.77041697 0.42089371] [ 0.66565845 0.37631744 0.56567564 0.30619075 0.44844464] [ 0.3922867 0.56635851 0.4162555 0.61752114 0.41466736] [ 0.59605316 0.55261632 0.4699682 0.57560325 0.31719177] [ 0.5627618 0.59110767 0.37901706 0.56507742 0.34748817] [ 0.31839113 0.44336233 0.32674997 0.88628404 0.51139016] [ 0.72608846 0.31089258 0.51158874 0.4431431 0.43823883] Progress: 11.4% ... Training loss: 0.721 ... Validation loss: 1.249[ 0.24375787 0.47836554 0.52368206 0.65439383 0.53489652] [ 0.62301366 0.63844152 0.48828859 0.57607827 0.41680369] [ 0.72902681 0.52219219 0.45373371 0.31527761 0.35121608] [ 0.60342961 0.49226219 0.50243268 0.62370637 0.38690895] [ 0.39796677 0.59479076 0.47895227 0.64345919 0.53421458] [ 0.59086041 0.44225526 0.45659184 0.47450638 0.2938877 ] [ 0.30476425 0.57592915 0.45199612 0.7240283 0.41417965] [ 0.51982511 0.60998987 0.38342829 0.48031219 0.53759378] [ 0.48482319 0.45736539 0.56246606 0.53668619 0.51859965] [ 0.53735185 0.39916763 0.61147221 0.45779846 0.41476105] [ 0.49929595 0.50205226 0.64108113 0.42913008 0.56287521] [ 0.33572313 0.51432676 0.4236998 0.8382589 0.30989128] [ 0.38880422 0.50257924 0.46262637 0.66663581 0.50748102] [ 0.42812383 0.6586733 0.38660898 0.73941053 0.48052553] [ 0.7723191 0.42563346 0.5123264 0.24384921 0.29662194] [ 0.51819664 0.41314614 0.5020406 0.63515256 0.48343044] [ 0.5954647 0.64414881 0.36838695 0.66489432 0.32309988] [ 0.29916239 0.65144408 0.54713285 0.63060553 0.66327811] [ 0.68394613 0.63782495 0.48665377 0.49709476 0.45795341] [ 0.53157095 0.46626717 0.56318094 0.56582092 0.483547 ] [ 0.35023956 0.49942345 0.52101071 0.61578592 0.60714941] [ 0.55530822 0.43112116 0.56239684 0.38230728 0.60486492] [ 0.52164765 0.43610726 0.53314382 0.51668094 0.46733957] [ 0.55610057 0.37707267 0.63546148 0.50221129 0.32545433] [ 0.27870245 0.50328305 0.50500405 0.58649368 0.47233036] [ 0.73099949 0.6113054 0.42066032 0.53710555 0.30915252] [ 0.25159284 0.6333404 0.38771369 0.86615004 0.59754911] [ 0.3917672 0.47759305 0.42188841 0.83048746 0.59569738] [ 0.69660468 0.54740742 0.48223998 0.51611252 0.45368085] [ 0.71579169 0.49374072 0.61594754 0.42831324 0.36984549] [ 0.47648686 0.5298118 0.44695003 0.77513538 0.37316533] [ 0.67418606 0.53200306 0.52165311 0.44619294 0.45518389] [ 0.78526609 0.34625008 0.44074289 0.19826218 0.37069623] [ 0.71041578 0.37563095 0.48292817 0.40531083 0.46798824] [ 0.10123417 0.43413752 0.54710133 0.88024661 0.59779329] [ 0.79851202 0.40975268 0.55656619 0.20122001 0.43112598] [ 0.31656209 0.62979719 0.48846303 0.791836 0.54080998] [ 0.56396462 0.5546706 0.30592807 0.68411743 0.41706046] [ 0.41997403 0.55694763 0.31791896 0.65987716 0.49365882] [ 0.57697321 0.39328621 0.48181697 0.62627946 0.48677811] [ 0.7152018 0.49457095 0.57039089 0.23413184 0.56788089] [ 0.4459745 0.49719443 0.63086937 0.7310184 0.39901579] [ 0.28254329 0.50671729 0.35808275 0.70723617 0.46776522] [ 0.5928925 0.607168 0.47214071 0.52839977 0.34760027] [ 0.5195603 0.47642876 0.4866131 0.38647263 0.54403692] [ 0.65088524 0.38314341 0.55570903 0.34084764 0.44958436] [ 0.75729236 0.37141248 0.53725937 0.15449706 0.4692719 ] [ 0.6737328 0.5448503 0.51094296 0.44783581 0.31527989] [ 0.36939383 0.50879451 0.51650236 0.63124962 0.3009252 ] [ 0.31703161 0.57940882 0.45671593 0.76011565 0.40987748] [ 0.47849118 0.45672417 0.58835955 0.53454071 0.47033058] [ 0.24739122 0.55346567 0.56025712 0.61295335 0.57778526] [ 0.21646011 0.63384386 0.38158428 0.84687606 0.50567319] [ 0.45851825 0.6169616 0.5327881 0.53884027 0.45793275] [ 0.25104333 0.48274183 0.42605197 0.7521098 0.47293955] [ 0.72086021 0.44037591 0.51220018 0.26614595 0.54405822] [ 0.39631458 0.57669262 0.58196133 0.56580538 0.51004146] [ 0.31733224 0.5739882 0.52624084 0.6520672 0.46418074] [ 0.83607519 0.43849941 0.43118414 0.17246037 0.28303618] [ 0.18393778 0.58322048 0.42429965 0.9232032 0.61824782] [ 0.60853585 0.33236041 0.56040785 0.40996955 0.40885092] [ 0.49191395 0.58554821 0.41517642 0.6619273 0.39499899] [ 0.23988853 0.56115091 0.5129905 0.72711725 0.43034209] [ 0.6176615 0.69142748 0.33020959 0.6745321 0.3650144 ] [ 0.74013306 0.35769054 0.44841097 0.19286967 0.37317355] [ 0.20438383 0.56968481 0.47801647 0.79349366 0.50429669] [ 0.62440462 0.37318717 0.61961749 0.3463401 0.36281198] [ 0.68061895 0.51363288 0.41746126 0.5921805 0.36862038] [ 0.63734536 0.52346825 0.52991213 0.42907359 0.44217023] [ 0.74788586 0.34050078 0.64558177 0.25726506 0.38931722] [ 0.59157891 0.34194903 0.50947661 0.48469647 0.42654689] [ 0.66292688 0.39057411 0.36245867 0.65521008 0.37734109] [ 0.38864519 0.4711562 0.47200052 0.80860187 0.37349114] [ 0.51646835 0.52388257 0.39425047 0.53293855 0.45129541] [ 0.33328623 0.58531169 0.36596212 0.64634893 0.42018777] [ 0.13187747 0.62151477 0.38900867 0.89895189 0.53963388] [ 0.88407418 0.5277509 0.47944792 0.26470898 0.33542787] [ 0.36191138 0.58329991 0.42611836 0.71416569 0.49012828] [ 0.80713234 0.40449664 0.57374089 0.24722782 0.42871146] [ 0.48559092 0.45575609 0.47051789 0.38678734 0.54028954] [ 0.21482966 0.53660008 0.49607689 0.87313266 0.54952721] [ 0.33918273 0.46809178 0.58696524 0.64728476 0.4880479 ] [ 0.54310663 0.39292445 0.47200316 0.6907055 0.31995103] [ 0.32675869 0.58575657 0.36642276 0.78494227 0.57965595] [ 0.52921126 0.50786491 0.37131005 0.42641434 0.36686744] [ 0.31146832 0.61238393 0.55011067 0.63677722 0.39686498] [ 0.7349059 0.48555099 0.30606067 0.40369804 0.31544221] [ 0.72275413 0.42199103 0.55006986 0.43110014 0.35664317] [ 0.45397252 0.57339364 0.51228876 0.52574673 0.64194078] [ 0.56040255 0.57131478 0.51872113 0.50114838 0.40744266] [ 0.36315077 0.50980915 0.68241114 0.47813976 0.51958736] [ 0.79142286 0.48668224 0.33172673 0.39281048 0.2860636 ] [ 0.59940105 0.51933605 0.49639751 0.48474486 0.37421181] [ 0.31059236 0.50752886 0.6108876 0.65636147 0.48674587] [ 0.38527518 0.41458905 0.54063806 0.72360136 0.32415777] [ 0.64451444 0.53392015 0.45936689 0.40621587 0.46900474] [ 0.57705517 0.3933985 0.41085818 0.59587022 0.35643388] [ 0.13496406 0.54979782 0.51967538 0.90334321 0.53459313] [ 0.33071519 0.57979388 0.51480259 0.8698571 0.466873 ] [ 0.42795123 0.48674351 0.41492579 0.64531308 0.59657171] [ 0.64976109 0.47861653 0.47433005 0.55452988 0.4345481 ] [ 0.72295356 0.4681101 0.62358419 0.32916561 0.33811689] [ 0.70896075 0.43601747 0.6234286 0.35077037 0.43886241] [ 0.81625918 0.45212799 0.4611073 0.27721753 0.4069068 ] [ 0.6714767 0.45797983 0.4688982 0.44901435 0.31794484] [ 0.19891018 0.62085353 0.40520377 0.7889693 0.56686886] [ 0.53148779 0.49673505 0.48133881 0.77411483 0.52343212] [ 0.69812478 0.32005498 0.47370369 0.37546122 0.45665678] [ 0.66673834 0.34079051 0.63520852 0.40475629 0.45462449] [ 0.53035748 0.47994428 0.5933359 0.51001414 0.42452179] [ 0.67228331 0.40371591 0.42448083 0.38905841 0.42559712] [ 0.11002256 0.45606958 0.58912869 0.88953691 0.59742853] [ 0.29151785 0.5745653 0.4168679 0.72919276 0.53085221] [ 0.41821129 0.38532812 0.58099762 0.68571997 0.46855483] [ 0.26722287 0.66440293 0.42929869 0.82357129 0.54676459] [ 0.80900371 0.56222742 0.52199644 0.34367316 0.40694312] [ 0.77023464 0.37274387 0.52674864 0.25740843 0.48203049] [ 0.74231381 0.44006322 0.50688856 0.26862424 0.34007607] [ 0.27838842 0.5200648 0.43121323 0.78409142 0.59778404] [ 0.43860219 0.46814362 0.53289074 0.55323105 0.65148973] [ 0.38309647 0.39753264 0.55347174 0.60168393 0.42623433] [ 0.67585599 0.53514769 0.51748073 0.53986188 0.37702701] [ 0.76635412 0.28270974 0.50641607 0.30651294 0.43735103] [ 0.6626191 0.59609606 0.47608787 0.37572714 0.56382332] [ 0.77046296 0.49536945 0.45889665 0.36417856 0.38197803] [ 0.67088536 0.45654898 0.48235321 0.38115265 0.4773931 ] [ 0.58736684 0.39751555 0.53538425 0.3813972 0.43452356] [ 0.43031978 0.49287275 0.56738848 0.55117515 0.38454053] Progress: 11.5% ... Training loss: 0.720 ... Validation loss: 1.248[ 0.40300186 0.62145484 0.52678123 0.64220513 0.49693277] [ 0.82769029 0.38197396 0.50689501 0.33894329 0.36953091] [ 0.51231367 0.48286433 0.56907518 0.64699731 0.42019486] [ 0.29471135 0.52436875 0.49360087 0.82234031 0.4833739 ] [ 0.53712767 0.42281962 0.55637902 0.48565784 0.48832556] [ 0.63739871 0.43936259 0.54094543 0.39580132 0.44872523] [ 0.65817552 0.42069095 0.47220019 0.37511441 0.40445848] [ 0.52120954 0.39576778 0.40057157 0.58694357 0.40095888] [ 0.57469052 0.48640137 0.63806397 0.40905047 0.44970666] [ 0.30525053 0.50114726 0.458652 0.75952537 0.4870653 ] [ 0.71909457 0.3924435 0.49604076 0.24385265 0.49034057] [ 0.51630812 0.30974275 0.61666318 0.66657922 0.46925806] [ 0.8003958 0.53282044 0.44478382 0.24389811 0.32885427] [ 0.57537607 0.40462112 0.43475107 0.43239326 0.48340696] [ 0.41494053 0.49789064 0.4817459 0.62862723 0.47814437] [ 0.83812751 0.39910003 0.46146079 0.29155337 0.40058234] [ 0.55517899 0.56752329 0.43730587 0.48332424 0.44837321] [ 0.48774787 0.42609286 0.47116797 0.53988521 0.37060806] [ 0.44699201 0.59798918 0.42297903 0.75708302 0.51131209] [ 0.60411034 0.56670336 0.47627272 0.32234705 0.48212017] [ 0.57348649 0.46795791 0.66264004 0.30793496 0.37125461] [ 0.39365059 0.45159364 0.50906814 0.61138035 0.4889907 ] [ 0.60519158 0.36730799 0.4642025 0.3729644 0.36512032] [ 0.59040515 0.47099488 0.41552928 0.61068494 0.45596295] [ 0.29035123 0.44370076 0.52540038 0.72867865 0.47368843] [ 0.75459447 0.35047526 0.48189317 0.23198892 0.30642036] [ 0.54116724 0.53425261 0.45665872 0.64698148 0.39540522] [ 0.55026391 0.53440316 0.34285786 0.59459542 0.3870303 ] [ 0.50815788 0.50553369 0.45575373 0.63916812 0.49375794] [ 0.75174911 0.37799636 0.64365553 0.3615829 0.46683729] [ 0.30549307 0.42782372 0.57348793 0.75453302 0.46723431] [ 0.16962288 0.59025665 0.50536876 0.9309827 0.51931074] [ 0.68046183 0.48589357 0.40067188 0.48800075 0.28620472] [ 0.56813709 0.47285034 0.55307166 0.46606152 0.59257049] [ 0.7210334 0.29972157 0.61364188 0.30058612 0.4066875 ] [ 0.74372788 0.3193338 0.61955361 0.22182163 0.50494633] [ 0.44266487 0.3567771 0.61229083 0.73881436 0.47965365] [ 0.72657556 0.42291776 0.42056125 0.49041944 0.45691684] [ 0.36007334 0.60956342 0.45063841 0.64409092 0.41829486] [ 0.55886893 0.56001245 0.39834752 0.43884987 0.54509333] [ 0.54249951 0.43490969 0.61402788 0.66909147 0.42626716] [ 0.52293775 0.46375423 0.47672556 0.59966771 0.52917485] [ 0.55232059 0.44577308 0.57161844 0.69039344 0.41432172] [ 0.69890939 0.4698054 0.48852302 0.41413508 0.36684377] [ 0.49102489 0.53507741 0.43618358 0.6452388 0.31221723] [ 0.43775846 0.50702063 0.42607371 0.74214101 0.44866851] [ 0.37156537 0.43173849 0.35429798 0.79498717 0.31396229] [ 0.73439436 0.51576774 0.25815203 0.40240086 0.29887097] [ 0.23754766 0.49309095 0.41056033 0.72403246 0.52686248] [ 0.41772871 0.41603583 0.5184877 0.63854091 0.50909313] [ 0.61834612 0.492471 0.38467899 0.60117844 0.33176212] [ 0.56075858 0.45560672 0.5997302 0.49177859 0.6087443 ] [ 0.55491896 0.58137902 0.51038266 0.5386639 0.57884341] [ 0.16595138 0.63892744 0.34964816 0.8978079 0.4407071 ] [ 0.7232435 0.49472604 0.68673446 0.33586898 0.3979161 ] [ 0.57740799 0.49194791 0.47802511 0.5744762 0.32174732] [ 0.73975134 0.44383178 0.48888883 0.38586302 0.34241487] [ 0.84436994 0.36261464 0.50738941 0.17802041 0.40802115] [ 0.15362358 0.58061759 0.48805382 0.89829682 0.47313344] [ 0.53597845 0.39929016 0.47789421 0.3755733 0.64524345] [ 0.53316596 0.46073616 0.48345899 0.59875574 0.36585412] [ 0.34929404 0.48805576 0.36956875 0.71855197 0.42059862] [ 0.51503494 0.52602093 0.39493385 0.59604022 0.4825462 ] [ 0.56185948 0.49329114 0.48760577 0.53872329 0.32288851] [ 0.85941529 0.43570541 0.48081284 0.18631274 0.40357936] [ 0.35560916 0.5856667 0.43848294 0.75898487 0.42292251] [ 0.64121568 0.43780644 0.51036662 0.38599302 0.40115446] [ 0.69385741 0.54908335 0.57854457 0.49388389 0.3480967 ] [ 0.58115589 0.42422849 0.53721008 0.29942699 0.38262587] [ 0.30052109 0.63173857 0.4524929 0.68586796 0.3624954 ] [ 0.62781151 0.55828409 0.3574898 0.38613089 0.45673997] [ 0.12134363 0.55835997 0.39898112 0.92714562 0.4192196 ] [ 0.84517486 0.43489317 0.42281646 0.20828996 0.26516238] [ 0.29559304 0.66433045 0.47699243 0.79431314 0.59289824] [ 0.80069889 0.44974358 0.56229674 0.39693644 0.37643701] [ 0.12509714 0.47001861 0.37679629 0.91485662 0.4829123 ] [ 0.6797791 0.37932603 0.59680417 0.29082041 0.46556915] [ 0.24674905 0.50608339 0.42689549 0.58909385 0.40306744] [ 0.4373189 0.56123634 0.38342541 0.6996097 0.60674242] [ 0.45957467 0.46839717 0.45824007 0.42752421 0.50962832] [ 0.75655861 0.40721778 0.63241162 0.32077218 0.46961133] [ 0.60977513 0.57383281 0.4727462 0.4352115 0.31460044] [ 0.38738557 0.51784483 0.39828665 0.79459624 0.35583785] [ 0.55204622 0.51205769 0.40325002 0.52719588 0.43636825] [ 0.63925208 0.49271446 0.46277991 0.41888856 0.42745731] [ 0.37330516 0.59737643 0.46600853 0.73998166 0.38472954] [ 0.39396973 0.62634178 0.36754782 0.7907802 0.60617594] [ 0.32467523 0.51807288 0.52596361 0.64987997 0.4766074 ] [ 0.74052217 0.39037074 0.60453698 0.10437719 0.51014755] [ 0.69166285 0.48009124 0.46507513 0.29868191 0.34458624] [ 0.70350025 0.44291132 0.56941546 0.4083273 0.43434336] [ 0.22318524 0.47932537 0.56409035 0.85475476 0.60495247] [ 0.32541607 0.57138056 0.45265593 0.87779175 0.57814644] [ 0.21966502 0.54751541 0.32165759 0.77731299 0.42893667] [ 0.67146265 0.36267444 0.55498526 0.2396967 0.40546392] [ 0.14385041 0.54126171 0.48901268 0.93568797 0.59020224] [ 0.33069237 0.57545517 0.42688705 0.71341746 0.38286897] [ 0.23795966 0.5854339 0.41216604 0.90951421 0.5314635 ] [ 0.40357373 0.54688846 0.55370178 0.5784562 0.5042362 ] [ 0.21873505 0.5349666 0.44130398 0.73349301 0.62865653] [ 0.397328 0.48858798 0.32581799 0.81774922 0.51889367] [ 0.76820139 0.50878987 0.56124423 0.14482277 0.50184983] [ 0.62610444 0.3529943 0.50760044 0.36261366 0.44452364] [ 0.2148855 0.45026408 0.45971244 0.83218108 0.57568003] [ 0.84864685 0.3160701 0.53558779 0.08750551 0.31567539] [ 0.3315267 0.47871204 0.41161379 0.7944352 0.44916037] [ 0.30812082 0.47306326 0.42099621 0.68740573 0.40521729] [ 0.2375952 0.66191714 0.45603502 0.80823446 0.37661293] [ 0.65492562 0.35206986 0.54059811 0.37486674 0.47550851] [ 0.78664199 0.52690348 0.42830158 0.23947782 0.33329653] [ 0.2513378 0.63358795 0.38763536 0.86621329 0.59766367] [ 0.58297302 0.52463923 0.4702689 0.60631064 0.40331353] [ 0.71531786 0.39191343 0.55018811 0.34343621 0.34969852] [ 0.70629711 0.44432733 0.45918197 0.44419504 0.47769932] [ 0.62299777 0.47092354 0.50794783 0.39200633 0.49815759] [ 0.50975692 0.46538082 0.45327373 0.44172428 0.46904946] [ 0.50251931 0.4829747 0.49314573 0.61534633 0.42529549] [ 0.78233495 0.31720977 0.57915497 0.25928114 0.36046578] [ 0.49928505 0.44877367 0.52441056 0.53679298 0.43773611] [ 0.57275855 0.49267871 0.41196886 0.44493063 0.36440228] [ 0.46249936 0.34061357 0.55761113 0.52635769 0.42940928] [ 0.52222542 0.42935164 0.5658458 0.50286729 0.41658858] [ 0.4049631 0.48200698 0.37532978 0.68603349 0.43223313] [ 0.43507825 0.44406725 0.53335379 0.64510828 0.47323133] [ 0.55832985 0.37121892 0.59555011 0.53079471 0.42972246] [ 0.45132472 0.56406987 0.51314563 0.79449054 0.39024617] [ 0.32219349 0.49654246 0.52537934 0.67117212 0.48935356] [ 0.82417107 0.38260712 0.45395771 0.37783438 0.30447334] Progress: 11.6% ... Training loss: 0.719 ... Validation loss: 1.245[ 0.17849577 0.57783434 0.4392059 0.84798451 0.60567677] [ 0.3514737 0.54763215 0.46156509 0.60450643 0.46586712] [ 0.46988413 0.51913619 0.51172697 0.5623463 0.37736479] [ 0.73311441 0.45334613 0.54080115 0.23033468 0.52767459] [ 0.34613067 0.37057997 0.53544393 0.6508949 0.43859908] [ 0.21184673 0.4532537 0.56584009 0.89501131 0.58086256] [ 0.6926589 0.35732792 0.57598926 0.41725869 0.34904197] [ 0.58893866 0.51432256 0.63260688 0.5648066 0.42910793] [ 0.76552038 0.42774303 0.41479255 0.41809782 0.40617957] [ 0.14904613 0.53648115 0.44776734 0.90660245 0.66191497] [ 0.49351752 0.50928111 0.41023863 0.59138415 0.49084339] [ 0.59836557 0.46858948 0.39859288 0.69222658 0.41938233] [ 0.16362688 0.44331008 0.47279262 0.81929091 0.55293193] [ 0.51157835 0.43008094 0.62796779 0.63744162 0.43975921] [ 0.7039205 0.38546384 0.51079869 0.37591541 0.38063637] [ 0.49166404 0.44345781 0.56067335 0.67494793 0.43715892] [ 0.72401159 0.39239105 0.65256221 0.33900948 0.39038645] [ 0.38622648 0.61004616 0.48226964 0.66223033 0.61987211] [ 0.24583662 0.50662778 0.42673538 0.58970938 0.40327 ] [ 0.62799544 0.54394756 0.5099234 0.48637572 0.42868255] [ 0.73565467 0.45290016 0.54437227 0.19738191 0.41343855] [ 0.23971708 0.5638007 0.42419775 0.82208486 0.62994744] [ 0.70435296 0.5204807 0.43124153 0.43516255 0.37117152] [ 0.44965847 0.44920099 0.48205789 0.70482831 0.62134898] [ 0.65718607 0.366213 0.52312414 0.28405082 0.48564707] [ 0.43089781 0.46765606 0.46800883 0.57633854 0.38132301] [ 0.72162357 0.27915876 0.57209313 0.29512419 0.37030344] [ 0.85541857 0.35267833 0.54453881 0.21454872 0.37734702] [ 0.36892767 0.54576252 0.4329181 0.60814097 0.50928067] [ 0.53599335 0.51331707 0.53561495 0.59153928 0.37023879] [ 0.6162895 0.48999949 0.52341356 0.38157921 0.48221021] [ 0.66341056 0.45165193 0.44884009 0.36672203 0.46750136] [ 0.49857224 0.44837723 0.46242589 0.51154991 0.39818745] [ 0.64080496 0.45274518 0.49934328 0.41767816 0.49464997] [ 0.53709788 0.41201438 0.31814396 0.55928837 0.4651349 ] [ 0.4786873 0.3780232 0.45217709 0.47872771 0.54542233] [ 0.63626707 0.50796774 0.44746398 0.57207738 0.46228641] [ 0.33448877 0.50628507 0.47637993 0.79861792 0.37588097] [ 0.28187331 0.39366498 0.50527787 0.71698073 0.41095283] [ 0.2761745 0.45677518 0.49384357 0.81552226 0.54940205] [ 0.65964725 0.52438837 0.54501187 0.31672896 0.56139985] [ 0.45081592 0.44418715 0.50256537 0.7880571 0.46031712] [ 0.62803276 0.39637159 0.59514531 0.36004579 0.51582407] [ 0.53751592 0.59888738 0.37724385 0.62696321 0.49506951] [ 0.66402078 0.42944751 0.53447788 0.26745214 0.51727946] [ 0.53874887 0.44217799 0.34785648 0.40815154 0.38470937] [ 0.37158026 0.50722147 0.49508249 0.53447543 0.59766269] [ 0.43501073 0.5078809 0.37523908 0.45291442 0.47187329] [ 0.14113628 0.48789105 0.4420876 0.90781049 0.48964562] [ 0.49727108 0.34485513 0.6494797 0.61067057 0.37280042] [ 0.35832136 0.41982624 0.43812418 0.81738341 0.3724701 ] [ 0.56635688 0.45151324 0.56015543 0.46024922 0.50109682] [ 0.3541388 0.61873046 0.49442558 0.65386319 0.56256945] [ 0.61472324 0.32429781 0.46542533 0.50190649 0.51251317] [ 0.42318845 0.63899739 0.45270163 0.7701223 0.58664225] [ 0.19079133 0.61228821 0.37810337 0.68807464 0.45365672] [ 0.35185659 0.45982927 0.36033639 0.48699486 0.53855881] [ 0.75251358 0.52813172 0.55128838 0.41052919 0.38734362] [ 0.2677127 0.44786676 0.47330675 0.77740549 0.42984102] [ 0.33955965 0.48850399 0.54894543 0.66064684 0.46080589] [ 0.54881013 0.47780394 0.42620666 0.419352 0.3571883 ] [ 0.7455066 0.43893598 0.50187507 0.32031967 0.3957056 ] [ 0.5157691 0.52427622 0.39413612 0.53321196 0.45145711] [ 0.43197527 0.6873327 0.38945788 0.75662232 0.49489809] [ 0.66175849 0.62220638 0.46068335 0.54265602 0.34300027] [ 0.67454664 0.47173982 0.41294414 0.3655558 0.26791847] [ 0.45345333 0.5828562 0.55648134 0.73506158 0.52692889] [ 0.22045816 0.48983587 0.46753853 0.854815 0.4836628 ] [ 0.7356565 0.46487161 0.40514774 0.38477662 0.34531081] [ 0.19774712 0.58100771 0.38981933 0.88583657 0.44626422] [ 0.52200291 0.55730894 0.46819874 0.58884883 0.56024288] [ 0.75800409 0.47982858 0.35278634 0.41453476 0.32150135] [ 0.81949645 0.43047454 0.37154119 0.21917492 0.28917625] [ 0.69529636 0.53467071 0.48166813 0.48003361 0.53981342] [ 0.57542663 0.53979398 0.42625471 0.37579529 0.41459835] [ 0.57680564 0.61657609 0.39712138 0.53712696 0.38796086] [ 0.53630659 0.44267651 0.53894026 0.41719081 0.32418499] [ 0.33675264 0.67286249 0.3517548 0.78921053 0.37259939] [ 0.42371061 0.70225262 0.45138486 0.64046402 0.51254876] [ 0.79826023 0.5132912 0.56306934 0.34961906 0.42266392] [ 0.77359434 0.29692449 0.55385381 0.28795811 0.41356912] [ 0.46551763 0.39323951 0.43756727 0.6153486 0.41663558] [ 0.81287061 0.43795893 0.48998997 0.23441746 0.29537462] [ 0.44397019 0.59928729 0.55225881 0.5852601 0.4734912 ] [ 0.2235935 0.67923975 0.40348984 0.87140576 0.54634433] [ 0.57990149 0.5261175 0.53999985 0.39854752 0.53073785] [ 0.73116853 0.68038381 0.41404152 0.59925864 0.46104026] [ 0.45844227 0.42759305 0.57854159 0.60696609 0.40306941] [ 0.61456916 0.34526929 0.50164901 0.61298398 0.30257908] [ 0.75413658 0.39329873 0.51525886 0.37967954 0.46839181] [ 0.65697407 0.51893124 0.45172533 0.49051081 0.44502462] [ 0.31762639 0.3365831 0.45043223 0.59841682 0.63075385] [ 0.71982307 0.4954477 0.56003598 0.4148009 0.42131881] [ 0.61010913 0.43977288 0.55423317 0.33984537 0.43201618] [ 0.49066439 0.47811208 0.43380638 0.42563251 0.49856807] [ 0.50270864 0.54724792 0.52808304 0.53158191 0.35613306] [ 0.6757392 0.51950295 0.53181204 0.45301567 0.47401087] [ 0.29972144 0.52655152 0.51997551 0.78027688 0.42167254] [ 0.86346804 0.40382129 0.47432766 0.27560052 0.26238472] [ 0.36154886 0.53273359 0.45669355 0.66597577 0.52486584] [ 0.61214648 0.50974946 0.42361553 0.5644468 0.37238892] [ 0.20838402 0.4681355 0.42126552 0.87638693 0.49506745] [ 0.43899108 0.3654649 0.51627233 0.67498208 0.30640644] [ 0.73845097 0.49699531 0.58812192 0.38011932 0.36501123] [ 0.5781816 0.5881182 0.42346671 0.65934099 0.47153823] [ 0.15612435 0.46014352 0.45645408 0.8570955 0.4910611 ] [ 0.78962355 0.58601575 0.50896049 0.35555857 0.44065513] [ 0.31929658 0.38389931 0.53684642 0.74714938 0.33324621] [ 0.78586378 0.31085963 0.41855634 0.28923762 0.30079285] [ 0.53455351 0.44967292 0.5924959 0.35534549 0.5006204 ] [ 0.54054141 0.37704003 0.53199537 0.62156965 0.39743717] [ 0.21738065 0.53409837 0.45721402 0.77980663 0.50443368] [ 0.44589679 0.62400542 0.38521065 0.73073519 0.55682839] [ 0.43826393 0.56854203 0.55255306 0.60677186 0.40727434] [ 0.85576209 0.4612016 0.49161282 0.20704138 0.41964944] [ 0.54887302 0.53819557 0.52773032 0.45563789 0.47831258] [ 0.11357468 0.59331769 0.48319858 0.93734844 0.63760961] [ 0.64097946 0.41630744 0.47125276 0.25763916 0.50093443] [ 0.37735961 0.65906211 0.32631788 0.75502337 0.45341625] [ 0.64681566 0.4588143 0.50971641 0.33129756 0.54891893] [ 0.54046894 0.501578 0.46199561 0.46865965 0.4927091 ] [ 0.20431959 0.449943 0.43292988 0.8308854 0.55339562] [ 0.60251719 0.50893479 0.39801813 0.5315692 0.31235638] [ 0.61156114 0.54885481 0.65604667 0.48421954 0.50495581] [ 0.61560759 0.46105814 0.55424463 0.38626536 0.46522727] [ 0.41891481 0.46005687 0.4115393 0.58058444 0.49838096] [ 0.60398396 0.42463745 0.56810343 0.51720634 0.32913181] [ 0.22535553 0.55692409 0.47107267 0.68210046 0.55481783] Progress: 11.6% ... Training loss: 0.718 ... Validation loss: 1.249[ 0.46452255 0.40557348 0.48858383 0.59159216 0.5066695 ] [ 0.39888007 0.39980057 0.39775658 0.80423014 0.38784 ] [ 0.22027493 0.58712241 0.53857718 0.8423446 0.47477894] [ 0.11822419 0.51802498 0.38848735 0.9083578 0.45885252] [ 0.4414855 0.45579945 0.49831647 0.68355627 0.40721288] [ 0.58326048 0.48830162 0.47922484 0.49267368 0.36070895] [ 0.73490863 0.35716362 0.45174497 0.2320204 0.39241305] [ 0.4618851 0.4072875 0.68835868 0.63494302 0.48097988] [ 0.44724334 0.44154179 0.4409571 0.69203509 0.30089748] [ 0.51866019 0.32471512 0.54351666 0.54478407 0.45391278] [ 0.18777443 0.52846068 0.36343969 0.74612757 0.53655131] [ 0.47948781 0.48648988 0.48250784 0.71008367 0.37740181] [ 0.32366973 0.52698807 0.57263092 0.76204149 0.45166478] [ 0.57234163 0.51250887 0.5430315 0.48737 0.42489329] [ 0.80871897 0.38400231 0.59042188 0.36884065 0.36228069] [ 0.10202621 0.50188006 0.55580386 0.83704642 0.62678591] [ 0.49109175 0.45065411 0.43041189 0.79135066 0.26074189] [ 0.2979766 0.47740745 0.4461528 0.83420213 0.35217808] [ 0.54420136 0.42697915 0.50842973 0.6515107 0.35320159] [ 0.10344632 0.63816247 0.46627242 0.95901797 0.61668933] [ 0.3237724 0.46764681 0.52983378 0.77787265 0.46467831] [ 0.71814096 0.62689385 0.38835339 0.55155793 0.35672618] [ 0.17204587 0.51791208 0.52750972 0.8698334 0.5117768 ] [ 0.28785625 0.64597541 0.29473044 0.78941148 0.49869583] [ 0.41744276 0.46272619 0.55114474 0.5083472 0.63680618] [ 0.76451193 0.36505378 0.63419817 0.20383836 0.38005427] [ 0.77740954 0.39635306 0.48403855 0.35206776 0.43397286] [ 0.64062251 0.46488866 0.56929635 0.36215802 0.45960246] [ 0.73083854 0.35782668 0.57448208 0.32997243 0.36642336] [ 0.76997244 0.50772397 0.56156299 0.14420497 0.50141763] [ 0.4558158 0.5901896 0.46969289 0.5829457 0.46390468] [ 0.48532091 0.3795996 0.48299847 0.54410009 0.53181988] [ 0.55671676 0.41555063 0.5582013 0.58540778 0.38535417] [ 0.54239968 0.5398589 0.53292664 0.46787471 0.59854748] [ 0.46054435 0.53851224 0.66926074 0.42985189 0.49936305] [ 0.72839063 0.30976235 0.51198569 0.44157324 0.43773254] [ 0.55761069 0.32483678 0.38638459 0.56628662 0.32960174] [ 0.59182058 0.45682698 0.3868904 0.6145634 0.36695421] [ 0.43461537 0.39240837 0.55734377 0.77115569 0.41249221] [ 0.56001161 0.51291951 0.45718173 0.51070813 0.55617156] [ 0.67634756 0.48002916 0.55683233 0.36840838 0.43814342] [ 0.40237151 0.45445039 0.46719804 0.74357673 0.41162319] [ 0.50926978 0.4901947 0.35473115 0.46902833 0.38633706] [ 0.76751052 0.4848083 0.5848272 0.34068837 0.46521778] [ 0.35809713 0.47492695 0.41194159 0.54265071 0.5845264 ] [ 0.82635816 0.35309039 0.56584463 0.2173554 0.42519779] [ 0.58495482 0.3558505 0.68993983 0.50018757 0.42336537] [ 0.65358601 0.36697863 0.50092292 0.43708242 0.52249072] [ 0.58270566 0.55891686 0.46778746 0.64533433 0.45558352] [ 0.19701191 0.51008839 0.43952382 0.89351366 0.60170939] [ 0.73783129 0.42289031 0.45697887 0.36151114 0.35876757] [ 0.5917968 0.39129384 0.52667768 0.46798674 0.54343714] [ 0.38080841 0.38974595 0.48959184 0.72917007 0.39120084] [ 0.36037019 0.58522151 0.38535245 0.71654485 0.39277857] [ 0.3307197 0.43241057 0.50410239 0.79584582 0.45510327] [ 0.81873334 0.32241121 0.58697882 0.2095993 0.43136411] [ 0.53590495 0.32941074 0.47040869 0.59466177 0.50127539] [ 0.24313693 0.62002343 0.43624617 0.76755027 0.45246436] [ 0.33814671 0.63936642 0.60949913 0.66919001 0.48985137] [ 0.19098227 0.60959593 0.51000476 0.82417367 0.59966908] [ 0.45034211 0.46036242 0.43431462 0.56907038 0.534473 ] [ 0.77171157 0.25818701 0.49535629 0.26095939 0.39458879] [ 0.64352991 0.4203243 0.41737756 0.43307857 0.44220319] [ 0.43730984 0.6109676 0.52802084 0.48962841 0.38920286] [ 0.36727461 0.58752363 0.46000208 0.72835006 0.61822092] [ 0.68092476 0.55822838 0.39023169 0.53810446 0.37187705] [ 0.38717073 0.51322316 0.3956102 0.59082356 0.34184031] [ 0.26487572 0.50209728 0.55199988 0.78664414 0.50129314] [ 0.65717251 0.58101168 0.55922945 0.46047177 0.42996141] [ 0.70668485 0.46811634 0.53774594 0.24773775 0.43973853] [ 0.65828464 0.58029021 0.54017254 0.55593602 0.43314484] [ 0.40190386 0.5677399 0.37658263 0.73295432 0.53360306] [ 0.73370431 0.46208776 0.39033812 0.35204177 0.29836047] [ 0.77355829 0.29693102 0.55384374 0.28794988 0.41357972] [ 0.39583625 0.52930331 0.50942152 0.61856638 0.53853572] [ 0.7622341 0.48354771 0.47964261 0.40213053 0.29830762] [ 0.54003685 0.37360148 0.60616333 0.50940254 0.45424687] [ 0.36682414 0.47919488 0.30402915 0.71829949 0.34003226] [ 0.26882562 0.51682226 0.62703127 0.80808996 0.39646728] [ 0.82009706 0.41417388 0.45893901 0.3293816 0.31767875] [ 0.46124649 0.54489113 0.58394202 0.48054004 0.52395238] [ 0.74649053 0.47847906 0.57155279 0.42769922 0.35343695] [ 0.6884759 0.46238289 0.46090102 0.50146458 0.47554149] [ 0.78361438 0.4245588 0.48721529 0.2903076 0.31130699] [ 0.39852684 0.48220095 0.43871008 0.65315156 0.37102008] [ 0.25953525 0.62150182 0.37188757 0.86455142 0.41245442] [ 0.26306161 0.55850475 0.60623667 0.76824123 0.60068364] [ 0.12940674 0.59400223 0.36555352 0.93250461 0.48592104] [ 0.36835648 0.59515251 0.31212594 0.56985343 0.39916364] [ 0.51501067 0.49366087 0.52662217 0.59197058 0.50215147] [ 0.46796112 0.44807358 0.44307844 0.73473932 0.30856847] [ 0.6071628 0.4471492 0.33379757 0.53289168 0.4754102 ] [ 0.18169158 0.5488316 0.558327 0.73094447 0.49310838] [ 0.85922213 0.34577841 0.58250013 0.16782963 0.35532456] [ 0.53526412 0.34474314 0.69153838 0.46797643 0.39592024] [ 0.53183916 0.53832485 0.40316221 0.60121802 0.49951131] [ 0.39657436 0.39404551 0.65691008 0.64296643 0.3422174 ] [ 0.73168103 0.40686845 0.5589447 0.41319553 0.34735795] [ 0.62071617 0.40497481 0.41344339 0.39386908 0.35474658] [ 0.26956523 0.68819619 0.29794416 0.79957369 0.4388735 ] [ 0.18803527 0.543078 0.49725545 0.7933826 0.60641576] [ 0.59652509 0.53487014 0.58089199 0.56841532 0.3246743 ] [ 0.49380754 0.49684736 0.40506924 0.76758102 0.2773666 ] [ 0.66771033 0.397933 0.51102868 0.4228831 0.27890899] [ 0.31617706 0.67198071 0.37350128 0.81673089 0.50433332] [ 0.60543266 0.38626569 0.4750567 0.51689473 0.53421664] [ 0.88480038 0.37187031 0.5318022 0.13918264 0.40211562] [ 0.49304362 0.38787593 0.41966543 0.55527579 0.56706007] [ 0.72695225 0.28658612 0.51749045 0.3136259 0.45601268] [ 0.53026483 0.58921473 0.51141812 0.53674017 0.58775057] [ 0.72421072 0.46129779 0.54839114 0.30855143 0.46531293] [ 0.56979547 0.53239333 0.49225549 0.40448131 0.29347062] [ 0.37194631 0.36326908 0.43029294 0.78771662 0.38835163] [ 0.5049298 0.55804539 0.40114708 0.57530014 0.29089201] [ 0.57652325 0.43959434 0.52714197 0.74433602 0.39960913] [ 0.72449385 0.45933109 0.56122236 0.3733715 0.35324533] [ 0.36176788 0.67880203 0.40735503 0.82620891 0.49314006] [ 0.71911949 0.49219272 0.5875891 0.39545894 0.40308508] [ 0.42310586 0.50951738 0.35961783 0.60440182 0.46676678] [ 0.78876813 0.35642229 0.47631113 0.26824707 0.4420259 ] [ 0.29021934 0.58030137 0.35138078 0.76818804 0.53954264] [ 0.35689056 0.4266556 0.53154589 0.7306957 0.33497497] [ 0.67826819 0.47857646 0.52088256 0.43018973 0.29086891] [ 0.72234068 0.5007811 0.55180728 0.39288346 0.46473404] [ 0.33376716 0.42240183 0.53155202 0.7129201 0.58619625] [ 0.28320109 0.58135832 0.47253599 0.67765454 0.45593733] [ 0.52390328 0.46440055 0.39605781 0.55211977 0.29344652] [ 0.42764601 0.60674026 0.56334851 0.58847122 0.62243689] Progress: 11.7% ... Training loss: 0.718 ... Validation loss: 1.247[ 0.32556102 0.54148571 0.38013586 0.63956761 0.42175421] [ 0.56704315 0.5580158 0.40733688 0.60517663 0.4752174 ] [ 0.6070967 0.38271799 0.50714778 0.39373954 0.4223184 ] [ 0.23247956 0.53724709 0.60779079 0.79538197 0.60101969] [ 0.38595312 0.48172975 0.49546447 0.64600653 0.5154297 ] [ 0.60717876 0.62494939 0.23985693 0.55468721 0.3840503 ] [ 0.26376341 0.62938834 0.33667464 0.84823211 0.64600343] [ 0.71803728 0.51108801 0.4221821 0.46817694 0.51671076] [ 0.74298771 0.3765612 0.5525441 0.2741084 0.47179339] [ 0.23019894 0.57879637 0.52901754 0.88828643 0.59903534] [ 0.29595426 0.50372951 0.58703204 0.8641086 0.44499841] [ 0.46229794 0.530883 0.28873149 0.65331668 0.40802582] [ 0.86247807 0.40476027 0.42988333 0.15992588 0.42031949] [ 0.70106876 0.47797963 0.39178782 0.38000592 0.40087549] [ 0.72461672 0.3922994 0.65749834 0.29056851 0.42275032] [ 0.61759674 0.39276029 0.57764607 0.22196187 0.49060333] [ 0.88824925 0.45905363 0.49081904 0.20929472 0.31582942] [ 0.56433035 0.50776776 0.43059548 0.49100058 0.4555607 ] [ 0.35103662 0.58901228 0.44748216 0.67973747 0.38719382] [ 0.74045705 0.443439 0.4890094 0.38520223 0.34227099] [ 0.66107605 0.40319342 0.56727846 0.31420616 0.45373408] [ 0.60277771 0.54498742 0.53143734 0.63422299 0.51921879] [ 0.1908895 0.54873774 0.42852898 0.92828018 0.4754893 ] [ 0.53581287 0.59955285 0.27079676 0.55901649 0.36712684] [ 0.89828551 0.3221294 0.60644181 0.12238687 0.37472033] [ 0.14912743 0.63668627 0.41471583 0.78180411 0.59929734] [ 0.84328545 0.46468004 0.58335758 0.16089112 0.38427461] [ 0.66573065 0.51640001 0.501284 0.51310734 0.35647674] [ 0.72171407 0.50101942 0.55173283 0.3932257 0.46483544] [ 0.66128804 0.55192333 0.49692436 0.52457668 0.52632766] [ 0.54653074 0.45469275 0.48310505 0.51369272 0.4403602 ] [ 0.72210877 0.49140083 0.52929294 0.39611347 0.41811448] [ 0.7626468 0.4832888 0.47972365 0.40175479 0.29822508] [ 0.3597836 0.44299113 0.63957662 0.67719993 0.48923992] [ 0.78610824 0.43912588 0.45283504 0.40837359 0.36235123] [ 0.81201225 0.37825659 0.60633536 0.20510208 0.44436662] [ 0.41257674 0.66879658 0.44336262 0.65907506 0.49971772] [ 0.34410317 0.73577684 0.29514635 0.82824105 0.47712444] [ 0.15329093 0.50998721 0.5482963 0.88712272 0.67713233] [ 0.20477505 0.58975879 0.34824512 0.76572168 0.50146149] [ 0.60240696 0.4856046 0.63921001 0.46173125 0.3929157 ] [ 0.52034786 0.41776978 0.58029272 0.31258401 0.61314708] [ 0.24921028 0.53245631 0.46680579 0.822748 0.35533446] [ 0.24717039 0.46560946 0.50541943 0.79655779 0.55950249] [ 0.54308676 0.53588839 0.34551107 0.57016799 0.36910662] [ 0.69924667 0.434688 0.50162455 0.42708972 0.39920913] [ 0.43356813 0.55348917 0.43857017 0.75942054 0.43634511] [ 0.26566633 0.51955278 0.325067 0.90610222 0.44223073] [ 0.43280467 0.50553645 0.47456162 0.49217547 0.43845029] [ 0.82494467 0.44091627 0.39087557 0.36079167 0.29476137] [ 0.2937032 0.5464569 0.42558474 0.85009803 0.50027281] [ 0.57240486 0.51382735 0.52886412 0.48922299 0.60121758] [ 0.41511101 0.43496434 0.46618344 0.78341546 0.3760348 ] [ 0.4429313 0.52753099 0.53751863 0.54374767 0.59806384] [ 0.39969058 0.39373756 0.50696967 0.6973347 0.3746606 ] [ 0.88987588 0.3497067 0.51508568 0.11451158 0.3687298 ] [ 0.3865182 0.49150854 0.51519475 0.58977597 0.57876873] [ 0.73757674 0.32446866 0.37685347 0.33765043 0.42667397] [ 0.57287145 0.31995937 0.50906256 0.3824256 0.51292347] [ 0.79271851 0.4243124 0.52994692 0.32140839 0.45757703] [ 0.63591036 0.59033635 0.52104378 0.55000475 0.53206041] [ 0.45443515 0.4379504 0.56052659 0.64826319 0.4505579 ] [ 0.57112023 0.43138944 0.58443573 0.66839321 0.36777101] [ 0.35345913 0.61909369 0.49431428 0.65424802 0.56272353] [ 0.48004915 0.64301627 0.51557129 0.61210649 0.4726777 ] [ 0.7428732 0.50712985 0.4801662 0.32681883 0.50405547] [ 0.21794493 0.50063087 0.54705253 0.79340609 0.66056625] [ 0.29051624 0.60806648 0.48558412 0.65660744 0.43884576] [ 0.41904521 0.45213164 0.46874523 0.45992925 0.48977728] [ 0.51972635 0.44140756 0.5086836 0.49263199 0.60090325] [ 0.09758307 0.51817857 0.45735968 0.91253202 0.48662952] [ 0.38278476 0.50329163 0.63236213 0.51352807 0.55213924] [ 0.26044041 0.53609963 0.45117051 0.82251385 0.34289669] [ 0.23110769 0.5277198 0.55602261 0.88851266 0.57550171] [ 0.71307415 0.38905191 0.55425543 0.20108517 0.47573261] [ 0.18489693 0.445963 0.56537269 0.81408818 0.51504797] [ 0.71175762 0.47423925 0.42502165 0.1809844 0.3291369 ] [ 0.64078591 0.39216915 0.58766872 0.34004082 0.61920778] [ 0.7429621 0.35362544 0.58288253 0.3101386 0.39285581] [ 0.81008849 0.58913535 0.6235128 0.42375581 0.37341641] [ 0.28530435 0.61876462 0.46627386 0.73199465 0.35483296] [ 0.6960576 0.35988351 0.55397145 0.36175558 0.3606649 ] [ 0.75593708 0.32029485 0.59886337 0.28439869 0.37308484] [ 0.56695415 0.5596602 0.33876814 0.7461681 0.35233559] [ 0.84936432 0.32442116 0.6505807 0.14455175 0.30102279] [ 0.55712443 0.44637625 0.49679571 0.42751354 0.45322136] [ 0.42597879 0.49724991 0.32443128 0.62157757 0.50733706] [ 0.50546586 0.49744241 0.44512995 0.41766528 0.36955853] [ 0.66482428 0.3897674 0.36270703 0.65374924 0.37703545] [ 0.42107621 0.55592996 0.362584 0.62929181 0.40384434] [ 0.37502755 0.61265944 0.33952893 0.77299689 0.37910741] [ 0.49845924 0.40274228 0.42712718 0.3293872 0.49455525] [ 0.9118906 0.47751082 0.51869804 0.25258649 0.35868211] [ 0.26003171 0.57812116 0.60808639 0.66421452 0.64128529] [ 0.480709 0.48526788 0.51310507 0.50003113 0.44044682] [ 0.37280947 0.61115851 0.59617922 0.69658248 0.55335539] [ 0.37424951 0.48894012 0.49982306 0.64489448 0.49329683] [ 0.54567377 0.33592848 0.57349757 0.41386382 0.38688827] [ 0.44653735 0.34644348 0.74962228 0.57084225 0.43613914] [ 0.88242778 0.45621699 0.50623469 0.10367254 0.3669322 ] [ 0.19700124 0.52907123 0.49356968 0.8119324 0.55591813] [ 0.57193024 0.53185709 0.51371291 0.49268777 0.48837875] [ 0.33567764 0.59672206 0.49618972 0.67464972 0.45204565] [ 0.2965262 0.40071803 0.68170878 0.5831114 0.5446217 ] [ 0.82566652 0.32709365 0.44258941 0.08959398 0.30550343] [ 0.22155934 0.45378484 0.49768813 0.87883787 0.58170394] [ 0.56726301 0.44161017 0.48212078 0.55689087 0.41413547] [ 0.25156045 0.43216304 0.36810352 0.83572754 0.57992304] [ 0.58282565 0.35830868 0.61765892 0.61247791 0.46719025] [ 0.7830366 0.56768953 0.5258279 0.44429381 0.36814946] [ 0.75090314 0.5128156 0.28993414 0.41340964 0.34651564] [ 0.72132761 0.49475973 0.56024681 0.41373578 0.42105167] [ 0.69390028 0.46765287 0.50124525 0.31173988 0.45972388] [ 0.62083855 0.38659654 0.46887012 0.43695064 0.39217845] [ 0.73721228 0.36347861 0.55434388 0.24137887 0.4536445 ] [ 0.22516433 0.58408669 0.5830054 0.82870734 0.61310757] [ 0.11069235 0.52669688 0.38385995 0.908131 0.47225775] [ 0.33998028 0.67087812 0.448767 0.73516417 0.48880418] [ 0.41027022 0.53588102 0.56567868 0.67844889 0.49346345] [ 0.37767094 0.40704275 0.45943314 0.73875095 0.33772235] [ 0.72035804 0.38256829 0.44212526 0.36952909 0.40277624] [ 0.39869371 0.52975539 0.41304799 0.70300082 0.42422064] [ 0.73179153 0.44870563 0.56751145 0.27588633 0.45077926] [ 0.16725573 0.59897822 0.50888871 0.8726409 0.5374824 ] [ 0.30232687 0.45689924 0.65749663 0.64223216 0.43397161] [ 0.32511253 0.4627365 0.41109121 0.71570932 0.48775215] [ 0.73130755 0.54217097 0.48524709 0.44648561 0.39562855] [ 0.64782096 0.33469064 0.46099732 0.39919527 0.52819901] Progress: 11.7% ... Training loss: 0.717 ... Validation loss: 1.245[ 0.58197479 0.46668986 0.50523123 0.56038607 0.46206331] [ 0.21380534 0.48775361 0.50120898 0.72999588 0.60844906] [ 0.76781931 0.46538249 0.53410368 0.35634957 0.44398345] [ 0.40991012 0.47693883 0.38280891 0.69599165 0.50322325] [ 0.44563273 0.58944849 0.5389133 0.6259744 0.56524898] [ 0.15876966 0.4647194 0.54403799 0.76761359 0.50762949] [ 0.61804878 0.42588042 0.59817878 0.51561018 0.41963283] [ 0.52632404 0.54086363 0.58651894 0.51294397 0.36697287] [ 0.75184041 0.46644613 0.49256782 0.46957259 0.45715024] [ 0.46120694 0.41809837 0.4366305 0.65284894 0.30501094] [ 0.60383436 0.41888922 0.57670133 0.36732477 0.45676972] [ 0.741354 0.36998979 0.46075224 0.24416888 0.46371651] [ 0.71238169 0.45887339 0.52535129 0.44666842 0.39099438] [ 0.23676868 0.5652337 0.33029149 0.82532512 0.42374619] [ 0.26920484 0.5582277 0.41223802 0.60425329 0.56371042] [ 0.73476551 0.3475476 0.54140309 0.38867749 0.42368676] [ 0.43376343 0.54328905 0.5237796 0.73900836 0.45020741] [ 0.46353053 0.55801688 0.47832194 0.8003677 0.3414349 ] [ 0.19875012 0.65357008 0.46063311 0.85299218 0.50401582] [ 0.81538144 0.42728164 0.50549568 0.18116098 0.38562882] [ 0.19179888 0.55489318 0.47507661 0.83002391 0.50671589] [ 0.17554736 0.58998879 0.34126121 0.88711707 0.4004213 ] [ 0.48025696 0.51585563 0.48046746 0.50746198 0.49466848] [ 0.55505767 0.40786985 0.50392628 0.45707682 0.42015982] [ 0.45843592 0.45093811 0.4447693 0.57355149 0.44721021] [ 0.63304226 0.42093258 0.4954007 0.47492673 0.41141756] [ 0.77554143 0.36485867 0.51652702 0.30854513 0.40256334] [ 0.21044497 0.52631335 0.55808073 0.80872575 0.60147047] [ 0.65290407 0.42797584 0.44418831 0.3955279 0.50315505] [ 0.69110912 0.48539557 0.35849249 0.58345612 0.39190205] [ 0.36904107 0.41838469 0.50590301 0.70157253 0.41696607] [ 0.45684053 0.47315434 0.58409113 0.7596487 0.44294425] [ 0.48964881 0.45017903 0.46780685 0.73762063 0.41010885] [ 0.63395811 0.49401951 0.49163293 0.40912396 0.30611781] [ 0.73806233 0.32619192 0.63890476 0.31353943 0.5680867 ] [ 0.74883221 0.50188694 0.41341802 0.31326143 0.27181157] [ 0.6220789 0.49424261 0.42462081 0.52729903 0.47844555] [ 0.68087093 0.48031703 0.51272302 0.28163034 0.51342635] [ 0.5001916 0.3969861 0.46195841 0.31219191 0.6289463 ] [ 0.40166884 0.67843483 0.31741222 0.80970719 0.30807214] [ 0.29419323 0.48017415 0.62338263 0.71701916 0.54959255] [ 0.35697409 0.44245642 0.47711258 0.79114439 0.35620977] [ 0.66914812 0.51877918 0.45046445 0.51699755 0.45996653] [ 0.4144846 0.45396441 0.53588987 0.58784854 0.50763896] [ 0.71592608 0.50978065 0.46330408 0.47845516 0.44024316] [ 0.61157301 0.33125045 0.56078961 0.40820274 0.40836652] [ 0.40746413 0.5552442 0.52242494 0.67741351 0.39993347] [ 0.89104734 0.45418816 0.47165264 0.20214683 0.41232379] [ 0.35360564 0.47081069 0.60187103 0.592102 0.46370236] [ 0.62744878 0.42366474 0.52028192 0.20775253 0.50710643] [ 0.48031437 0.57673165 0.39488913 0.56409553 0.4548259 ] [ 0.4040618 0.57152187 0.47139686 0.60511015 0.50371346] [ 0.41028244 0.41359247 0.62805745 0.56216534 0.4174277 ] [ 0.70035527 0.26856949 0.49103466 0.34979103 0.43939536] [ 0.2272828 0.44297836 0.43615628 0.66463409 0.5717832 ] [ 0.09700216 0.56267832 0.54282633 0.90552327 0.56578639] [ 0.41580625 0.47854756 0.49022455 0.59002926 0.6494826 ] [ 0.40474424 0.48172823 0.60667725 0.79026394 0.35824731] [ 0.72434027 0.55628086 0.52383976 0.57184292 0.32877056] [ 0.6524352 0.53919009 0.56623291 0.44710283 0.47355016] [ 0.35242291 0.59547987 0.45254017 0.73578083 0.43057079] [ 0.29272577 0.46012866 0.48337992 0.79112348 0.47939297] [ 0.38325352 0.5761558 0.47763485 0.63842245 0.41661856] [ 0.76048619 0.36404067 0.51653093 0.27009569 0.37366645] [ 0.71489871 0.30683818 0.62712484 0.25035499 0.41974538] [ 0.31153297 0.53413663 0.52153765 0.82623247 0.48588865] [ 0.32475998 0.45534271 0.46326064 0.7785093 0.33582123] [ 0.67449925 0.29157795 0.46048464 0.40650228 0.43441584] [ 0.74756588 0.44832226 0.51204423 0.36082119 0.4238564 ] [ 0.72509451 0.4446288 0.38069834 0.40943537 0.34007993] [ 0.60802285 0.44599086 0.6358783 0.46183119 0.45592551] [ 0.55076103 0.61658325 0.4853717 0.66532517 0.40469749] [ 0.66496664 0.50765903 0.36580008 0.5472507 0.39601122] [ 0.80298463 0.40401464 0.5886807 0.26138024 0.41634849] [ 0.59262206 0.54377938 0.5103444 0.56977825 0.43653381] [ 0.49882379 0.50444303 0.51151119 0.49776402 0.55981675] [ 0.52730162 0.49702007 0.45087509 0.51491655 0.48347791] [ 0.22828785 0.50595296 0.67069664 0.78028383 0.49344196] [ 0.58769334 0.39555747 0.53279944 0.32557182 0.5622689 ] [ 0.46487664 0.39642434 0.48769861 0.60450539 0.42268555] [ 0.22078201 0.50224525 0.45062097 0.65926908 0.49537643] [ 0.34116011 0.55306232 0.39494455 0.79740689 0.50318064] [ 0.14023315 0.62151246 0.30844043 0.8780954 0.39255574] [ 0.66274399 0.56686772 0.38386479 0.52212698 0.31048191] [ 0.66838533 0.55224161 0.49855445 0.52954102 0.43490345] [ 0.46324064 0.50623117 0.56006656 0.57657787 0.35989357] [ 0.58379105 0.59209474 0.42568844 0.59365963 0.2573447 ] [ 0.56751545 0.39198337 0.41578132 0.62534399 0.40865794] [ 0.47297669 0.65511259 0.28709063 0.61697807 0.39842545] [ 0.82390974 0.28462323 0.50600215 0.18751921 0.34920949] [ 0.23748294 0.5587636 0.47916926 0.89441209 0.54941379] [ 0.4895929 0.53721237 0.46846681 0.54511113 0.41617485] [ 0.25019754 0.43304853 0.36784587 0.83625081 0.58026968] [ 0.1740747 0.53824137 0.35930073 0.88252438 0.51531898] [ 0.50867166 0.47431435 0.51864705 0.47138003 0.63863516] [ 0.18896343 0.66434661 0.36567139 0.83245889 0.49377045] [ 0.5629945 0.55917863 0.39508848 0.50905032 0.37668713] [ 0.24424758 0.39798688 0.55513287 0.69921148 0.50986977] [ 0.50732983 0.49910261 0.52296657 0.61811225 0.56693561] [ 0.12160734 0.42180076 0.43262521 0.86867545 0.58459151] [ 0.52508485 0.48028974 0.47997857 0.4890835 0.61735557] [ 0.37012967 0.41453165 0.49856248 0.6566775 0.46993707] [ 0.81894133 0.40339162 0.61695988 0.18595969 0.40499559] [ 0.37827484 0.5108367 0.58375771 0.74321685 0.49780963] [ 0.47273138 0.44813607 0.54596662 0.6315157 0.51637776] [ 0.75747491 0.4992831 0.40305912 0.32349271 0.39865182] [ 0.53307376 0.58679718 0.46267025 0.49354217 0.34102867] [ 0.52422852 0.53006072 0.52331674 0.52299085 0.54200488] [ 0.24855957 0.44992222 0.4916984 0.79438769 0.40219413] [ 0.58578062 0.54286349 0.55115213 0.50922093 0.44253467] [ 0.41248277 0.4230893 0.54694643 0.66988022 0.58328152] [ 0.35377457 0.45889089 0.59911887 0.73667571 0.40966074] [ 0.51222371 0.43007943 0.62797036 0.63717587 0.43975581] [ 0.14184915 0.40960909 0.45771158 0.8239401 0.59159835] [ 0.6363715 0.49010274 0.62688965 0.34284314 0.42549123] [ 0.54766087 0.67448103 0.35879219 0.5966155 0.46110933] [ 0.25430278 0.63340117 0.42385967 0.72333341 0.43382755] [ 0.56482395 0.39109241 0.56791402 0.34550705 0.48525441] [ 0.21908097 0.64245051 0.30737842 0.74011544 0.4939059 ] [ 0.70218409 0.46918752 0.43870226 0.27487889 0.3261152 ] [ 0.59938086 0.50370107 0.44320923 0.33843828 0.46531185] [ 0.21362397 0.58726385 0.55519383 0.80721106 0.59262831] [ 0.67628173 0.37504952 0.49464965 0.31899046 0.43306756] [ 0.59641818 0.39177026 0.5724419 0.32376216 0.47123082] [ 0.39513557 0.62565494 0.39581253 0.79896899 0.49516087] [ 0.21933785 0.52445118 0.45275233 0.78531978 0.48215238] [ 0.67643132 0.50020203 0.56939653 0.39497659 0.48978291] [ 0.5053792 0.62196562 0.54386668 0.5611757 0.40499683] Progress: 11.8% ... Training loss: 0.716 ... Validation loss: 1.242[ 0.51134509 0.53688333 0.57365799 0.68663915 0.42297159] [ 0.64541067 0.58050942 0.44459098 0.481629 0.38182413] [ 0.51329134 0.45021211 0.57380186 0.57394919 0.49292048] [ 0.29152509 0.49603205 0.44820467 0.75132681 0.60834636] [ 0.23767065 0.40854181 0.64319671 0.73212145 0.41458128] [ 0.83186605 0.36006664 0.57066302 0.30914333 0.34728446] [ 0.65232648 0.49145817 0.47224651 0.4464144 0.34059438] [ 0.47963587 0.5603228 0.68852954 0.51554054 0.4931663 ] [ 0.48327449 0.50708096 0.42699614 0.64273774 0.57539037] [ 0.5378042 0.48462151 0.47160892 0.59358803 0.549141 ] [ 0.32478462 0.62583507 0.45648505 0.69457991 0.54407209] [ 0.51640258 0.58423645 0.41000012 0.72389642 0.48023557] [ 0.5126041 0.43945597 0.56452056 0.63940887 0.31055801] [ 0.40308554 0.50839001 0.37798562 0.90230321 0.4627534 ] [ 0.777331 0.50171108 0.50516795 0.32146116 0.42318967] [ 0.48043154 0.47024847 0.36151239 0.59336384 0.52998629] [ 0.62260243 0.47715619 0.60207331 0.3486388 0.46547962] [ 0.38886784 0.39507619 0.49114434 0.5321009 0.60043009] [ 0.12759711 0.56293669 0.39467286 0.92883989 0.54075258] [ 0.7249247 0.49717395 0.52918909 0.47575534 0.40046371] [ 0.12974054 0.59948095 0.3991037 0.86975677 0.39057817] [ 0.28912441 0.49510985 0.48115257 0.54554401 0.6538426 ] [ 0.39370129 0.43883919 0.46524178 0.65328988 0.47889897] [ 0.51783609 0.36482862 0.63834461 0.48397821 0.4318995 ] [ 0.56935073 0.3591071 0.526759 0.46024709 0.55744786] [ 0.84540386 0.45032593 0.46542391 0.37510987 0.35428013] [ 0.65641951 0.47950084 0.47012738 0.53483938 0.51365951] [ 0.7893673 0.50920642 0.50310257 0.60644061 0.32553667] [ 0.41290688 0.44093137 0.56841374 0.56309728 0.49193758] [ 0.24692067 0.60123776 0.44665129 0.72623057 0.46580512] [ 0.67641998 0.35621025 0.59454397 0.2897091 0.45380246] [ 0.61273718 0.42320823 0.46360285 0.53108734 0.38638222] [ 0.49309656 0.58594111 0.43814131 0.51641614 0.40559151] [ 0.46528034 0.56172809 0.54836724 0.57311975 0.54827228] [ 0.4073719 0.49890887 0.34770472 0.56440097 0.44505374] [ 0.4953245 0.5342488 0.47460124 0.60578659 0.41155222] [ 0.5644432 0.53494786 0.44288656 0.48235965 0.326408 ] [ 0.08768128 0.61995807 0.45566918 0.9345587 0.68547803] [ 0.77348846 0.36500195 0.61534639 0.17735004 0.49244904] [ 0.36359247 0.46260845 0.58691315 0.70920239 0.47691906] [ 0.59466378 0.36305157 0.39603993 0.49192733 0.4347122 ] [ 0.80625058 0.32764705 0.46612173 0.23628792 0.47470341] [ 0.57562267 0.45155624 0.55904291 0.7087285 0.35996333] [ 0.73375576 0.60966906 0.42117885 0.53439395 0.30859031] [ 0.35236231 0.61968601 0.49412449 0.65475545 0.56296882] [ 0.4651707 0.56677585 0.46245379 0.47149498 0.63689784] [ 0.66128891 0.50555653 0.3803021 0.49584392 0.32596949] [ 0.32317256 0.50509335 0.43644169 0.63745819 0.58037883] [ 0.36366143 0.50935016 0.43244249 0.51660425 0.56945524] [ 0.33738119 0.629935 0.42426209 0.7775111 0.48446965] [ 0.52795477 0.57018801 0.62599173 0.53061008 0.49019191] [ 0.45633014 0.50180785 0.36314455 0.54920239 0.50745899] [ 0.35713458 0.47048183 0.4488011 0.72706546 0.35617335] [ 0.50206333 0.3999541 0.45188728 0.60137028 0.29909069] [ 0.70251557 0.39255208 0.58596247 0.26388223 0.40539875] [ 0.69601574 0.42636355 0.53655501 0.26645743 0.45624785] [ 0.7683004 0.38455648 0.51087713 0.4513414 0.39936032] [ 0.8190577 0.40460428 0.43277533 0.32948925 0.3691919 ] [ 0.75593597 0.4455453 0.29138573 0.39305801 0.37816518] [ 0.76240291 0.40701139 0.53005948 0.38271062 0.45940024] [ 0.38009832 0.63902522 0.37348041 0.8316035 0.54049847] [ 0.37837751 0.51827642 0.45250579 0.55091421 0.46999351] [ 0.51489516 0.52238691 0.52978787 0.64424269 0.34858394] [ 0.59749945 0.48841672 0.67768532 0.38648326 0.41730029] [ 0.48330232 0.40190349 0.48871476 0.56148808 0.44619782] [ 0.49190055 0.43582279 0.53134917 0.46984118 0.57810084] [ 0.30481902 0.62759052 0.37026967 0.69692275 0.46057036] [ 0.8388749 0.51357515 0.58535488 0.30265721 0.43260856] [ 0.75562907 0.56874371 0.45360144 0.30921342 0.45165003] [ 0.5799532 0.50919451 0.48872404 0.4258095 0.30517275] [ 0.17898128 0.48606604 0.58174841 0.82980497 0.49000745] [ 0.36243633 0.51068529 0.68218275 0.4787983 0.519922 ] [ 0.6213471 0.46507851 0.4669842 0.37742729 0.46583387] [ 0.38836257 0.45329621 0.52745015 0.70469858 0.52800326] [ 0.74376305 0.47142597 0.51448041 0.23557798 0.45106056] [ 0.29461594 0.63728329 0.40792246 0.77083758 0.42565692] [ 0.19474469 0.4619073 0.51919846 0.76477225 0.42852692] [ 0.60690304 0.48105683 0.4615305 0.56107978 0.46749147] [ 0.71962455 0.4690926 0.45099319 0.36953231 0.30222758] [ 0.60533017 0.5112684 0.47410491 0.52749138 0.40238446] [ 0.37189056 0.45077177 0.50005106 0.71866497 0.61785289] [ 0.51571626 0.66922613 0.41923692 0.587643 0.41231425] [ 0.75484921 0.38998324 0.6772998 0.34039421 0.43793041] [ 0.56544502 0.68673637 0.4466288 0.55645208 0.38385919] [ 0.70688556 0.34346632 0.58790314 0.31583013 0.33352649] [ 0.57383814 0.48786371 0.44282907 0.49852169 0.32288366] [ 0.52629621 0.50547247 0.59552319 0.59930141 0.49300263] [ 0.57704253 0.50849072 0.6654622 0.41083405 0.50678877] [ 0.43801022 0.45338806 0.58140751 0.41470841 0.54628764] [ 0.30180186 0.54058322 0.42825357 0.74888436 0.40539475] [ 0.49781794 0.59705176 0.53792369 0.58947937 0.37191993] [ 0.45372333 0.55597577 0.3920571 0.50879244 0.39480072] [ 0.74832809 0.4102051 0.56864745 0.12936164 0.43342533] [ 0.23359983 0.55970666 0.40256231 0.82384204 0.55471333] [ 0.50043343 0.47009849 0.41935769 0.55116196 0.47996428] [ 0.9017955 0.43622693 0.58284955 0.17498552 0.28594556] [ 0.71276848 0.45867935 0.52541213 0.44637198 0.39091441] [ 0.62187091 0.36297959 0.59425322 0.48218289 0.45556656] [ 0.34022528 0.74372682 0.42908746 0.80829365 0.56573598] [ 0.28013736 0.5907155 0.43643513 0.83282266 0.42242885] [ 0.16537823 0.53060657 0.46497147 0.88819374 0.36735801] [ 0.66786017 0.67229937 0.45030757 0.67297799 0.4384454 ] [ 0.37948479 0.45807999 0.55061255 0.67506628 0.59777969] [ 0.27516809 0.49145064 0.41920863 0.78316689 0.37107883] [ 0.25132347 0.61951562 0.32913615 0.66289845 0.52107841] [ 0.60299031 0.41496322 0.58607687 0.40182084 0.48433722] [ 0.47456079 0.42472926 0.56228171 0.49570771 0.48294337] [ 0.72706928 0.36312892 0.46859666 0.29367301 0.30072753] [ 0.32920514 0.51558325 0.40590893 0.5949254 0.41670771] [ 0.38473321 0.4568022 0.57500896 0.71264804 0.45098428] [ 0.6708448 0.52480407 0.55748602 0.4684766 0.45706294] [ 0.15354625 0.50192001 0.38566758 0.88945798 0.55640243] [ 0.45694428 0.48047077 0.59283911 0.69857253 0.45748531] [ 0.38566523 0.45829892 0.52248051 0.72737741 0.46950721] [ 0.69756368 0.35018739 0.47073313 0.34552238 0.33804363] [ 0.36727817 0.49782546 0.59219466 0.69206476 0.49731331] [ 0.43036167 0.50705084 0.57949805 0.74689823 0.4883806 ] [ 0.66946152 0.33841297 0.72788167 0.24649812 0.54373978] [ 0.64875556 0.56365214 0.37283558 0.45225329 0.34667853] [ 0.63590344 0.4368926 0.55302839 0.37541249 0.32647038] [ 0.62660088 0.48490879 0.51196125 0.40150283 0.53758785] [ 0.26061049 0.53217334 0.55482224 0.72870964 0.49338321] [ 0.76157389 0.45485816 0.53836283 0.456902 0.31017051] [ 0.59209357 0.65185473 0.46060177 0.66602636 0.34323168] [ 0.56970336 0.40174842 0.43657723 0.43028075 0.39601422] [ 0.72118068 0.43711866 0.44994722 0.37638148 0.45288125] [ 0.46051735 0.58270774 0.55961873 0.60146279 0.55190766] [ 0.20741662 0.59865706 0.34900117 0.84892943 0.55766805] Progress: 11.8% ... Training loss: 0.716 ... Validation loss: 1.236[ 0.55826404 0.52975695 0.4041512 0.41473815 0.48351326] [ 0.68404199 0.4285162 0.53720116 0.34904358 0.57662978] [ 0.72641163 0.41747164 0.36620973 0.34941664 0.36019316] [ 0.57237983 0.56960539 0.44133817 0.54606847 0.37762016] [ 0.3844362 0.44152218 0.46326478 0.72625965 0.40340336] [ 0.66274484 0.49809596 0.51502579 0.45876854 0.48722785] [ 0.74767805 0.55925209 0.4790435 0.28882535 0.4305186 ] [ 0.43925939 0.36583079 0.51616168 0.67487384 0.30654453] [ 0.44962176 0.4964476 0.57143925 0.76084099 0.44129243] [ 0.40981619 0.61240782 0.46344784 0.73101321 0.43507278] [ 0.5915942 0.39943825 0.62276518 0.71299593 0.35437892] [ 0.71465753 0.51055908 0.44397736 0.33560638 0.49781928] [ 0.36772507 0.47451998 0.5038568 0.8063508 0.36416164] [ 0.73667775 0.47773421 0.55699229 0.46880669 0.4109605 ] [ 0.47877801 0.51656796 0.48025518 0.50826312 0.49494811] [ 0.5148949 0.52014901 0.47422562 0.65895069 0.37270696] [ 0.64721119 0.45018034 0.45029423 0.47452752 0.45782534] [ 0.32212771 0.45071429 0.55757901 0.76009859 0.34134471] [ 0.2725429 0.52804729 0.61491728 0.6869626 0.57794244] [ 0.65052916 0.38362884 0.56233987 0.3073749 0.52563609] [ 0.68319344 0.5384702 0.51121617 0.32144942 0.45712376] [ 0.24313644 0.52882901 0.45204208 0.79948779 0.63036462] [ 0.223718 0.57409056 0.55479307 0.82972455 0.54178608] [ 0.61217574 0.37654055 0.46120861 0.37063193 0.44157681] [ 0.45949502 0.40902202 0.57199133 0.49267011 0.41336227] [ 0.44297381 0.58407369 0.54237797 0.56553634 0.37414423] [ 0.66706901 0.3634435 0.50799705 0.34585515 0.41648372] [ 0.49553447 0.5393368 0.46376443 0.59805013 0.47540871] [ 0.34346063 0.53252976 0.63380651 0.72477304 0.47696659] [ 0.81992676 0.54561466 0.41215945 0.33555579 0.39024222] [ 0.34856688 0.38655543 0.61723246 0.73688874 0.50827554] [ 0.79651685 0.46118113 0.57043848 0.1704371 0.48125403] [ 0.2923993 0.49044983 0.51696526 0.72476127 0.4276529 ] [ 0.64674314 0.37991832 0.4687191 0.46830489 0.4947522 ] [ 0.64137386 0.6148954 0.34333533 0.77358673 0.4529218 ] [ 0.22715884 0.48326602 0.52280996 0.70667048 0.46770748] [ 0.82818852 0.39248433 0.57650529 0.25326818 0.33513609] [ 0.61107351 0.49999046 0.4271374 0.43102264 0.36988856] [ 0.76847376 0.46492775 0.53424412 0.35583722 0.44379065] [ 0.63019324 0.36435996 0.65574154 0.31236323 0.48127419] [ 0.66568218 0.44304693 0.57155659 0.42262699 0.48771195] [ 0.57839197 0.4917132 0.47810113 0.57384753 0.32166852] [ 0.51566236 0.48081293 0.53926956 0.5152778 0.45896171] [ 0.36227641 0.51082167 0.68214266 0.47896832 0.51997576] [ 0.47612559 0.55865008 0.36153815 0.58843863 0.50779524] [ 0.74701142 0.45148781 0.5866942 0.25231497 0.51184344] [ 0.61273174 0.37826988 0.54486212 0.35147728 0.30758423] [ 0.53501283 0.55598814 0.44709948 0.6162947 0.33963484] [ 0.36256201 0.46652554 0.53983172 0.58594872 0.3743483 ] [ 0.42935625 0.38730247 0.6655217 0.63868511 0.51152655] [ 0.27480807 0.47596531 0.59462584 0.70183982 0.46940456] [ 0.52780627 0.46221759 0.4274068 0.33642621 0.36525455] [ 0.43459229 0.54976038 0.56310792 0.70750322 0.43916066] [ 0.56167928 0.47188753 0.56016523 0.51749401 0.36064974] [ 0.77329393 0.52474888 0.55859123 0.26484237 0.48509969] [ 0.56777736 0.53844418 0.48779074 0.6385825 0.4108685 ] [ 0.20784764 0.55267813 0.59117102 0.86667123 0.54950654] [ 0.68115857 0.31209857 0.57669019 0.2551985 0.4409387 ] [ 0.6083898 0.52727675 0.47958924 0.49230001 0.40844518] [ 0.23553484 0.53866527 0.48143258 0.6667028 0.61054696] [ 0.52152141 0.41850145 0.56881116 0.38967626 0.62909237] [ 0.69465861 0.52027 0.42555299 0.60771062 0.38170509] [ 0.61365366 0.48661316 0.46549626 0.57870175 0.27746375] [ 0.59365239 0.39391737 0.5842242 0.35200814 0.51892556] [ 0.82628928 0.50222518 0.40815329 0.26294243 0.33104845] [ 0.72515537 0.458877 0.56136493 0.37285256 0.35307793] [ 0.64828088 0.54152024 0.42014066 0.43111586 0.34305983] [ 0.30904679 0.58188782 0.3412601 0.81100685 0.4757543 ] [ 0.23975948 0.57188104 0.56316828 0.7724889 0.48240582] [ 0.72728812 0.54758904 0.35652814 0.41422574 0.33866599] [ 0.55528365 0.47994549 0.48994236 0.38234211 0.50595336] [ 0.83087549 0.36083441 0.6044256 0.10984796 0.29980066] [ 0.29535397 0.64356515 0.47610312 0.74973109 0.38838271] [ 0.72556515 0.56213797 0.54322565 0.35800936 0.41506027] [ 0.43182662 0.47985807 0.38305422 0.68644799 0.41247375] [ 0.48019529 0.51020442 0.46247031 0.75622508 0.33765603] [ 0.3448041 0.48952591 0.5811282 0.70828585 0.49376015] [ 0.72487332 0.59360895 0.29801482 0.56873667 0.331307 ] [ 0.26218734 0.51406222 0.51226625 0.83571463 0.51004036] [ 0.40625852 0.63056395 0.56891814 0.69714441 0.4397161 ] [ 0.21810897 0.49700764 0.51681014 0.89820011 0.61805347] [ 0.30334602 0.57078571 0.51773054 0.68913029 0.31857383] [ 0.81357349 0.32376851 0.67264924 0.15467778 0.42997278] [ 0.14689413 0.58231652 0.44040447 0.90090926 0.51831723] [ 0.271246 0.58883669 0.37823432 0.81851299 0.60175887] [ 0.34574172 0.45551508 0.508114 0.57401911 0.39641209] [ 0.24384665 0.54289534 0.49687301 0.77181803 0.52381147] [ 0.58321405 0.5348345 0.48916406 0.50026545 0.4931011 ] [ 0.87595641 0.43571382 0.44151833 0.20239613 0.28149077] [ 0.3983748 0.38628608 0.42588875 0.75859306 0.35837 ] [ 0.22308038 0.47531502 0.34001013 0.78568864 0.4700223 ] [ 0.86110561 0.35747087 0.52493206 0.27584835 0.43991604] [ 0.77900647 0.34110018 0.59014025 0.36931643 0.33590437] [ 0.75134069 0.39926731 0.48084773 0.32889986 0.37999761] [ 0.65262681 0.42456473 0.52257338 0.34986304 0.49434444] [ 0.21168019 0.3730659 0.54064092 0.86011428 0.63763184] [ 0.80364692 0.45536818 0.41071381 0.28656003 0.35418099] [ 0.45930488 0.39444404 0.45758368 0.69414193 0.30825506] [ 0.21373181 0.6800921 0.481335 0.84475205 0.57343826] [ 0.65361681 0.52196756 0.45085132 0.30907899 0.43330488] [ 0.81304546 0.42920465 0.39936183 0.18069681 0.3422845 ] [ 0.64328784 0.47051271 0.52005935 0.44927357 0.46216474] [ 0.7004051 0.3873714 0.31927877 0.39221247 0.34711793] [ 0.6849432 0.44338881 0.41536325 0.33248985 0.42080932] [ 0.69396845 0.26424292 0.46082744 0.3594962 0.51403326] [ 0.80463579 0.40281772 0.58904891 0.26017781 0.41585926] [ 0.39591043 0.54468291 0.4950055 0.71087534 0.55572268] [ 0.69900244 0.41092794 0.55056962 0.35761536 0.34630309] [ 0.44861105 0.60373262 0.45661366 0.59318673 0.32414674] [ 0.7293157 0.54707405 0.44585174 0.45872505 0.43084762] [ 0.58734687 0.46289746 0.64314715 0.56836342 0.37641628] [ 0.73576055 0.51753856 0.48738735 0.34468694 0.38542493] [ 0.36993277 0.52222071 0.43930819 0.73977039 0.57456884] [ 0.80037538 0.27867674 0.58332488 0.28045819 0.39627495] [ 0.77558451 0.48600039 0.56464551 0.2572992 0.48291648] [ 0.23015887 0.56724823 0.29560613 0.79498259 0.39720443] [ 0.47915333 0.46138158 0.58509284 0.69937913 0.39909136] [ 0.35414027 0.52230998 0.39889787 0.85689585 0.3473558 ] [ 0.19799479 0.49712741 0.47653607 0.88681079 0.60908173] [ 0.38336029 0.38546231 0.43970584 0.62569092 0.39603058] [ 0.21401935 0.61910954 0.50486557 0.88860324 0.52505328] [ 0.51762671 0.41878877 0.5421376 0.52065472 0.43553735] [ 0.55669591 0.41563661 0.55817793 0.58534558 0.38538883] [ 0.53734943 0.45187117 0.57906333 0.68415853 0.31823022] [ 0.18455872 0.39725431 0.57368395 0.77001751 0.59334991] [ 0.4486098 0.38568657 0.58529244 0.6204811 0.484047 ] [ 0.70371899 0.44423292 0.49027909 0.24272542 0.37970856] [ 0.38465746 0.47340517 0.34893385 0.70024932 0.37794117] Progress: 11.8% ... Training loss: 0.715 ... Validation loss: 1.238[ 0.69979767 0.57387319 0.35895624 0.56713263 0.38618428] [ 0.12233114 0.60511454 0.41350848 0.89427671 0.56909204] [ 0.22448291 0.44477145 0.43560772 0.66681017 0.57249062] [ 0.29578505 0.47721903 0.62068615 0.66664709 0.51769986] [ 0.4057719 0.41320915 0.46764004 0.71388892 0.35179358] [ 0.69301229 0.39908435 0.51670646 0.34192857 0.43541941] [ 0.42843347 0.47364479 0.38376295 0.53465922 0.51042091] [ 0.48331441 0.547971 0.52114441 0.51906593 0.41845524] [ 0.85695657 0.4062084 0.66708561 0.207115 0.39965483] [ 0.64109432 0.35057433 0.47303009 0.28206112 0.42037246] [ 0.52028549 0.49148757 0.37492619 0.55533545 0.42532444] [ 0.73934786 0.32490778 0.46143283 0.26750234 0.49200954] [ 0.71550648 0.44218659 0.54597588 0.40877045 0.48874572] [ 0.74122706 0.39624062 0.42247415 0.26919028 0.27014598] [ 0.32672043 0.39154056 0.59623941 0.71129183 0.59429228] [ 0.69418665 0.26415783 0.46086018 0.35927641 0.51399102] [ 0.63560998 0.57861975 0.49076616 0.53576473 0.41889772] [ 0.77734306 0.4507792 0.57921023 0.31538204 0.39602274] [ 0.23660647 0.34829126 0.53264531 0.59135434 0.61833835] [ 0.71086814 0.47653823 0.66168917 0.38577554 0.36690673] [ 0.62423656 0.51879877 0.60150903 0.54103069 0.39976999] [ 0.1386827 0.54654338 0.48738857 0.93710838 0.59226459] [ 0.51087079 0.41577962 0.59845201 0.64678972 0.45333644] [ 0.33588389 0.44931248 0.50418251 0.53960787 0.57921492] [ 0.60869574 0.37267355 0.48657013 0.39042439 0.36538904] [ 0.41430378 0.60579042 0.41419153 0.69669295 0.49017114] [ 0.50019258 0.58603314 0.60088034 0.54932601 0.46962285] [ 0.60153934 0.59042368 0.49952393 0.5688065 0.34184945] [ 0.38493047 0.61163335 0.55843518 0.64059964 0.42769556] [ 0.74749324 0.42895785 0.47460811 0.39571312 0.44271779] [ 0.6254551 0.4505768 0.46590582 0.43862418 0.46171884] [ 0.53335977 0.37979609 0.56843783 0.55885981 0.39718352] [ 0.34454767 0.44563078 0.48759715 0.55800597 0.47049536] [ 0.26920921 0.58181788 0.42554139 0.71718135 0.49797549] [ 0.52015989 0.53493378 0.43037147 0.57031189 0.39431495] [ 0.48294505 0.55948934 0.42108027 0.68517538 0.43225913] [ 0.67908769 0.58111835 0.44600281 0.40431803 0.42231729] [ 0.58200799 0.60868525 0.35439955 0.55317722 0.46844366] [ 0.42140861 0.52662799 0.50179286 0.49799103 0.55154084] [ 0.65356268 0.4522721 0.63760093 0.25424189 0.49159964] [ 0.77712621 0.35987816 0.56586731 0.185935 0.40539181] [ 0.43942199 0.53369093 0.36024337 0.53225735 0.45085336] [ 0.70847004 0.33129475 0.56336577 0.33943928 0.51479492] [ 0.50019258 0.58603314 0.60088034 0.54932601 0.46962285] [ 0.69073067 0.34541029 0.49975497 0.20183617 0.42791911] [ 0.47166887 0.44114257 0.31702121 0.47125926 0.41494115] [ 0.70032937 0.55199609 0.47303071 0.53197208 0.34082799] [ 0.14463276 0.58366158 0.34955989 0.8891225 0.4486866 ] [ 0.5687448 0.4811051 0.53339867 0.44105675 0.33479053] [ 0.87223567 0.30610809 0.52049707 0.29829878 0.42152064] [ 0.85729798 0.46448453 0.49142046 0.25045301 0.36748155] [ 0.68572534 0.27412197 0.48446366 0.4009426 0.56806962] [ 0.79776279 0.33887511 0.578257 0.17581242 0.45980696] [ 0.19799371 0.61337572 0.57699259 0.83472022 0.52753301] [ 0.48793391 0.36801589 0.51642633 0.60334091 0.34104806] [ 0.38395842 0.44170562 0.46320532 0.72653069 0.40347522] [ 0.73728091 0.47813822 0.6337218 0.17978241 0.42101568] [ 0.77469952 0.44271331 0.55229089 0.2648486 0.47215162] [ 0.70412728 0.36359845 0.60517626 0.25952498 0.45900201] [ 0.11224231 0.55448755 0.54123613 0.9120876 0.52875724] [ 0.72578613 0.42042773 0.55055452 0.42883688 0.35606303] [ 0.61794509 0.47855092 0.53348317 0.50161566 0.40625611] [ 0.63625039 0.50753513 0.43630567 0.31238436 0.42427079] [ 0.26509826 0.50909483 0.49903071 0.86138464 0.49965356] [ 0.64659114 0.61249797 0.37379893 0.46646488 0.44915286] [ 0.22200635 0.43789119 0.53590254 0.53500173 0.6424857 ] [ 0.35184832 0.73486011 0.38555396 0.83024398 0.51239749] [ 0.44838404 0.58815046 0.25629311 0.7593866 0.36839301] [ 0.58919437 0.39851396 0.46224298 0.37601257 0.5234042 ] [ 0.33520015 0.55300604 0.42337997 0.71675754 0.56188075] [ 0.37847754 0.53327211 0.5196264 0.76954005 0.3824856 ] [ 0.66768481 0.46033152 0.47298768 0.49409925 0.42708946] [ 0.79831471 0.56551455 0.58372178 0.38928425 0.36332301] [ 0.78486199 0.55636793 0.51871079 0.48886713 0.45614022] [ 0.29467785 0.6176447 0.45852291 0.82266325 0.5837361 ] [ 0.22485525 0.59224481 0.34960935 0.74197342 0.55167779] [ 0.56404096 0.45229393 0.54224635 0.27647617 0.43233656] [ 0.48472053 0.48996456 0.54200351 0.7330486 0.41167235] [ 0.77249968 0.42284534 0.4773216 0.32727531 0.36785184] [ 0.88601083 0.35444506 0.59771704 0.11902769 0.32249318] [ 0.51632707 0.3584276 0.64903186 0.54771262 0.45076452] [ 0.23281114 0.6420811 0.31635237 0.77892501 0.52420017] [ 0.85729798 0.46448453 0.49142046 0.25045301 0.36748155] [ 0.21493434 0.49390175 0.46630109 0.85723522 0.48529118] [ 0.5120524 0.66696401 0.38522492 0.68189639 0.42052774] [ 0.70694872 0.33140582 0.66098755 0.35191811 0.35846712] [ 0.28776521 0.47252721 0.45248753 0.73780148 0.59006378] [ 0.42384588 0.59301548 0.59197452 0.56649321 0.59018246] [ 0.64566252 0.42985611 0.40298975 0.27782747 0.40584721] [ 0.11336867 0.60942268 0.35551847 0.91977148 0.56217184] [ 0.74442117 0.34148511 0.5086062 0.24001563 0.40878378] [ 0.4719528 0.66903132 0.55432991 0.6307528 0.57201117] [ 0.1510808 0.54596198 0.40357221 0.90797308 0.47295027] [ 0.64426099 0.52331145 0.5138097 0.5639539 0.47331314] [ 0.49999164 0.47027918 0.41930554 0.55138915 0.4800306 ] [ 0.36646124 0.6064236 0.54580884 0.71278372 0.54075945] [ 0.51432284 0.5159942 0.35011486 0.55060312 0.32040338] [ 0.47937969 0.32009753 0.54801118 0.76197544 0.43075352] [ 0.32498437 0.57672565 0.40190784 0.71740345 0.5553788 ] [ 0.34619419 0.47031887 0.40731108 0.68520924 0.36745093] [ 0.28309078 0.5388063 0.51306737 0.74031978 0.62067775] [ 0.62976349 0.51928243 0.50288259 0.34435588 0.38926249] [ 0.56635877 0.35717375 0.53968644 0.51376603 0.54853292] [ 0.16039159 0.52613443 0.29602465 0.94469707 0.41283788] [ 0.48276395 0.3697909 0.54602387 0.42061485 0.56430525] [ 0.86791015 0.44232161 0.52837711 0.16540193 0.39584538] [ 0.48207222 0.53511108 0.37977327 0.64821771 0.5133377 ] [ 0.29537487 0.5026846 0.43517277 0.72990535 0.69669536] [ 0.70049951 0.55034709 0.59261849 0.39995896 0.46388216] [ 0.38192945 0.38602252 0.43952643 0.62654744 0.396257 ] [ 0.83115481 0.36063787 0.60448878 0.10969945 0.29972906] [ 0.51738937 0.37471904 0.56443931 0.61747488 0.35977778] [ 0.54433531 0.61663482 0.39416398 0.62155018 0.38108872] [ 0.20826064 0.49384343 0.4495717 0.84284125 0.53173269] [ 0.4139927 0.39488119 0.38205757 0.79456157 0.36354698] [ 0.36692421 0.5877927 0.49686616 0.63052654 0.5285536 ] [ 0.27966788 0.57444485 0.54378181 0.79821109 0.52812369] [ 0.59101038 0.45726668 0.38677074 0.61492601 0.36711349] [ 0.10456754 0.47125013 0.35180742 0.9458429 0.49932529] [ 0.71571707 0.31713071 0.53581232 0.31291055 0.54442004] [ 0.37206817 0.48565969 0.47104641 0.75262241 0.4192747 ] [ 0.80548826 0.40999592 0.47728483 0.13100164 0.33253718] [ 0.42424613 0.6637692 0.47423629 0.71646426 0.51540482] [ 0.25578027 0.56142149 0.49617526 0.7538526 0.58695382] [ 0.6780374 0.60059166 0.45842137 0.39763251 0.37483975] [ 0.67378847 0.46451675 0.49780322 0.38151439 0.3315208 ] [ 0.28446295 0.51838623 0.43934096 0.74551105 0.60302564] [ 0.77632082 0.37044429 0.52470379 0.41723987 0.46350619] Progress: 11.9% ... Training loss: 0.714 ... Validation loss: 1.237[ 0.51554171 0.38287211 0.50421269 0.44240182 0.50594034] [ 0.31755951 0.43293081 0.49320121 0.70177053 0.35971321] [ 0.21671949 0.39664469 0.38762759 0.79522215 0.40435387] [ 0.75484921 0.53905533 0.42511816 0.40893287 0.40310787] [ 0.62707845 0.4648668 0.52618379 0.44632628 0.38220751] [ 0.47887777 0.59745754 0.44504815 0.45661608 0.47527718] [ 0.62660616 0.55880951 0.35735012 0.38626192 0.45693632] [ 0.528874 0.53565509 0.37480527 0.36197679 0.40060032] [ 0.47887777 0.59745754 0.44504815 0.45661608 0.47527718] [ 0.83693579 0.39250805 0.43660011 0.14229685 0.30655652] [ 0.26464465 0.4918586 0.6360922 0.75388016 0.58279188] [ 0.8606185 0.4813767 0.57272696 0.14578281 0.34438167] [ 0.28589115 0.46617874 0.46434604 0.75890694 0.52132092] [ 0.57860973 0.40867417 0.51764273 0.49610442 0.54761736] [ 0.43329145 0.59479292 0.46730769 0.82696726 0.43203327] [ 0.39171673 0.60353731 0.31411154 0.65276056 0.38659392] [ 0.45951179 0.44584966 0.57534022 0.73874616 0.41223849] [ 0.76139707 0.26793143 0.55126908 0.35941031 0.41697785] [ 0.19675719 0.56158633 0.48344974 0.86577913 0.53055593] [ 0.57391346 0.54045717 0.42606597 0.37628429 0.41483052] [ 0.32440342 0.52534254 0.55870021 0.85058238 0.46139629] [ 0.40710073 0.55527613 0.47105417 0.64713218 0.43765185] [ 0.34678633 0.4549303 0.45840005 0.84212772 0.36222952] [ 0.52361642 0.46959092 0.41779453 0.27462104 0.39976422] [ 0.39344922 0.42047013 0.47687076 0.50472477 0.46492204] [ 0.78216193 0.4502015 0.5675519 0.29816797 0.40185512] [ 0.85327864 0.32902145 0.47495068 0.11977005 0.30782568] [ 0.19907682 0.48554139 0.53224992 0.87624246 0.538509 ] [ 0.3993153 0.62012508 0.38242161 0.71197472 0.41608863] [ 0.44149746 0.5101575 0.45511342 0.7358531 0.39089858] [ 0.17714216 0.5125517 0.48327617 0.81680745 0.44374037] [ 0.46124098 0.5261941 0.4825122 0.52290019 0.41877444] [ 0.44453103 0.53399347 0.45744417 0.64131887 0.29001082] [ 0.55451862 0.63555775 0.4807182 0.42952099 0.46287622] [ 0.82503151 0.43547877 0.37266902 0.32574682 0.4198748 ] [ 0.71432846 0.45380109 0.59379792 0.33102147 0.53574022] [ 0.7412624 0.32255886 0.37748587 0.33490804 0.42582668] [ 0.49092872 0.53617388 0.40782455 0.51236188 0.45162009] [ 0.27493158 0.68005215 0.25393512 0.73823321 0.45387429] [ 0.81766702 0.41063875 0.50011773 0.27339969 0.43607087] [ 0.75578443 0.50992688 0.56990286 0.21710304 0.50785875] [ 0.09421758 0.57804008 0.38889685 0.92829496 0.49977689] [ 0.65628544 0.39312919 0.62307602 0.30878524 0.57105867] [ 0.57388166 0.57124407 0.57911623 0.62604642 0.43679505] [ 0.36003031 0.49394167 0.56355225 0.7832924 0.44718744] [ 0.13354272 0.52837878 0.56990265 0.85479886 0.55041361] [ 0.52001613 0.43700119 0.53287383 0.51762834 0.46768525] [ 0.32886572 0.43251512 0.47510836 0.68711948 0.39027933] [ 0.32096439 0.53601677 0.48774082 0.60334232 0.47762678] [ 0.21671949 0.39664469 0.38762759 0.79522215 0.40435387] [ 0.40214251 0.36104288 0.51566794 0.64596665 0.42079068] [ 0.57883905 0.41072266 0.54674559 0.23777148 0.56862733] [ 0.66165737 0.41742579 0.42578654 0.44483021 0.38107762] [ 0.63875424 0.54011677 0.57229611 0.59162671 0.41989663] [ 0.50668796 0.45523182 0.57696903 0.70499822 0.38841197] [ 0.59684851 0.4936284 0.57328303 0.48397408 0.44269717] [ 0.7201748 0.5640395 0.55236977 0.45698947 0.45885418] [ 0.73819047 0.35203663 0.57840233 0.21424719 0.36462543] [ 0.16974083 0.43901906 0.37769129 0.90969534 0.46274741] [ 0.10309505 0.46516811 0.58642034 0.89385498 0.60092458] [ 0.61421494 0.46280344 0.51724939 0.36134819 0.4902159 ] [ 0.80712151 0.49035552 0.5956716 0.24763541 0.368358 ] [ 0.30321656 0.62676534 0.37840739 0.79136546 0.38638656] [ 0.13537524 0.62983099 0.45898992 0.91756296 0.44373764] [ 0.21980766 0.62462174 0.37496795 0.82286275 0.5416745 ] [ 0.52806627 0.55009232 0.34788378 0.80053228 0.37666569] [ 0.29065047 0.70584669 0.49519178 0.832804 0.5747329 ] [ 0.51152341 0.50934011 0.5055606 0.52765036 0.42996931] [ 0.64034983 0.50370777 0.62724924 0.5318228 0.40003283] [ 0.26727803 0.51363451 0.61931112 0.64473599 0.52534592] [ 0.81960503 0.38006125 0.54362043 0.13775498 0.43994953] [ 0.31650262 0.48537459 0.4670927 0.66384903 0.40168151] [ 0.74229001 0.49482984 0.5887707 0.37721485 0.36420458] [ 0.59641089 0.65143542 0.50759023 0.5577086 0.41017778] [ 0.83951063 0.29586306 0.53635797 0.15297789 0.38355037] [ 0.80225358 0.36395866 0.42869436 0.14264318 0.34763342] [ 0.64850414 0.45961942 0.59681272 0.46388768 0.45663791] [ 0.72159692 0.37222396 0.57092095 0.39561482 0.43344851] [ 0.79038558 0.38730796 0.48407242 0.35426707 0.39137444] [ 0.80289216 0.52921358 0.33049378 0.4636012 0.32100163] [ 0.37299341 0.61640062 0.44664282 0.69089555 0.46965053] [ 0.34813184 0.5684991 0.46353573 0.57992758 0.50465376] [ 0.71734971 0.22647329 0.59720995 0.25707789 0.47989155] [ 0.18333143 0.39819982 0.57338985 0.77097956 0.59372884] [ 0.48555115 0.35607688 0.53699272 0.49414603 0.30706399] [ 0.52001613 0.43700119 0.53287383 0.51762834 0.46768525] [ 0.69966439 0.41500037 0.53976896 0.20120269 0.30751833] [ 0.86000283 0.382768 0.61738034 0.1954821 0.3976267 ] [ 0.85308884 0.31250292 0.53683649 0.08590738 0.31423363] [ 0.4296329 0.38433165 0.59327031 0.59606876 0.39153112] [ 0.61612013 0.59939793 0.59145785 0.48137018 0.53235442] [ 0.12496431 0.40383253 0.45439804 0.88536808 0.55451105] [ 0.75824227 0.52789133 0.42309309 0.34022274 0.2867531 ] [ 0.16572804 0.57554083 0.50226218 0.707861 0.52306537] [ 0.24581835 0.53177193 0.55912238 0.74916098 0.50164261] [ 0.65332719 0.3751188 0.57222981 0.34729621 0.48660092] [ 0.55953799 0.51290879 0.44712451 0.53285967 0.31023399] [ 0.41755254 0.52956707 0.58390733 0.76175153 0.41833311] [ 0.622327 0.49045245 0.53688571 0.43475776 0.3862839 ] [ 0.77855971 0.41394867 0.49112431 0.21571645 0.28332533] [ 0.75790228 0.41823136 0.48577647 0.32221657 0.38320189] [ 0.24413702 0.51062404 0.48687369 0.88826015 0.53080713] [ 0.38052927 0.55380729 0.39689777 0.8689626 0.41299882] [ 0.25357633 0.3656719 0.51131682 0.66048973 0.62306348] [ 0.3953671 0.47025958 0.52788864 0.67727388 0.48464096] [ 0.66105595 0.44232657 0.51581679 0.44722938 0.46327125] [ 0.82963586 0.47036818 0.49499864 0.33198398 0.38729322] [ 0.7581038 0.44645021 0.59372603 0.35978576 0.47995667] [ 0.37667101 0.45949294 0.55018667 0.67668676 0.59830809] [ 0.43349055 0.55757562 0.59629561 0.51977727 0.50247447] [ 0.31912205 0.45645031 0.66745181 0.66670254 0.47661933] [ 0.78496781 0.51036775 0.55934257 0.43081489 0.37328609] [ 0.48349024 0.33562723 0.42234741 0.42506529 0.59183455] [ 0.35572104 0.5687119 0.40822888 0.71180427 0.46652225] [ 0.72301707 0.45237193 0.43018029 0.24274392 0.35729038] [ 0.2319575 0.58237305 0.52229214 0.86649701 0.48810272] [ 0.37588309 0.55042834 0.39635225 0.80027956 0.50595399] [ 0.60945451 0.40388507 0.55135018 0.50379315 0.46698978] [ 0.50700238 0.60874136 0.64809776 0.60205016 0.55062644] [ 0.68353225 0.43312603 0.59549568 0.30050127 0.52061573] [ 0.35766307 0.54370754 0.4472216 0.73044686 0.58453202] [ 0.44509912 0.62590311 0.34682311 0.54295172 0.39564366] [ 0.45054066 0.33018535 0.53242836 0.64113203 0.41339933] [ 0.73178142 0.49715353 0.32317665 0.37973624 0.26857283] [ 0.4786509 0.46164985 0.58501362 0.69967633 0.39920436] [ 0.16734222 0.56384605 0.46170993 0.9058074 0.51055623] [ 0.29639564 0.62714846 0.41647501 0.72286638 0.49579043] [ 0.70822511 0.38330656 0.51149688 0.37296086 0.37978041] Progress: 11.9% ... Training loss: 0.714 ... Validation loss: 1.235[ 0.24482129 0.60505669 0.48574325 0.84136319 0.42332283] [ 0.33228948 0.66042929 0.4093501 0.85649837 0.55866644] [ 0.34478026 0.53940361 0.53442124 0.63775667 0.58443293] [ 0.65291553 0.46127095 0.49043915 0.49879407 0.41250873] [ 0.29926198 0.50482091 0.50233321 0.75618639 0.34093322] [ 0.45634908 0.56091933 0.5145597 0.45848137 0.43040848] [ 0.59256534 0.64277062 0.47865472 0.5454486 0.36313242] [ 0.77222793 0.46382291 0.56423744 0.34226557 0.31048192] [ 0.56855632 0.56145724 0.51285241 0.49769939 0.4676125 ] [ 0.74281403 0.41693238 0.60802876 0.23791506 0.58027571] [ 0.41117606 0.48763474 0.43289432 0.83525196 0.55086206] [ 0.55193844 0.5208606 0.29714472 0.50287133 0.39339976] [ 0.14343845 0.51087959 0.43332644 0.86295488 0.48316027] [ 0.72409309 0.41109494 0.5392879 0.45888531 0.3361153 ] [ 0.5156277 0.43020861 0.62401863 0.5697221 0.43282998] [ 0.49075817 0.57206954 0.48070099 0.72417328 0.5237756 ] [ 0.29218472 0.51305215 0.54923896 0.79659118 0.3669628 ] [ 0.37997224 0.45584916 0.51443147 0.5279157 0.48727218] [ 0.76675573 0.44155269 0.61378637 0.16301502 0.46286256] [ 0.78629633 0.50802858 0.59485341 0.2164198 0.46087296] [ 0.4781108 0.37623166 0.56144123 0.41448118 0.48001878] [ 0.5470487 0.42032904 0.68476625 0.5946768 0.35249049] [ 0.45533789 0.34496391 0.39805494 0.51246075 0.46229616] [ 0.35388495 0.4670273 0.48008465 0.79397763 0.31554982] [ 0.69542023 0.58880372 0.50503071 0.5710581 0.3082851 ] [ 0.36547476 0.46790012 0.48416735 0.7810721 0.37071198] [ 0.31034008 0.45371167 0.60564803 0.40728132 0.6153018 ] [ 0.47698561 0.5423887 0.59897369 0.55977162 0.43741444] [ 0.46304356 0.55696525 0.45291557 0.62778959 0.58254577] [ 0.60799727 0.63477351 0.59499704 0.44346147 0.49661461] [ 0.85086175 0.45761709 0.57497962 0.17928339 0.44191834] [ 0.34657254 0.54302743 0.41088855 0.57707479 0.36952634] [ 0.36112191 0.52300971 0.39604342 0.83603621 0.36702137] [ 0.59830751 0.64602908 0.30550243 0.70285673 0.4294535 ] [ 0.59738716 0.49477858 0.49652898 0.41252027 0.47593906] [ 0.39556454 0.50804813 0.55321765 0.71734379 0.45704145] [ 0.43479547 0.57198478 0.57686605 0.76887485 0.50462313] [ 0.48947036 0.55818734 0.46870359 0.59055798 0.55383383] [ 0.25307761 0.53496543 0.40270495 0.75715522 0.41638302] [ 0.79372727 0.37868968 0.45222721 0.31526425 0.39521875] [ 0.77946371 0.39502965 0.48446773 0.35030665 0.43340893] [ 0.3984108 0.40123252 0.49326618 0.74679169 0.37876639] [ 0.38242724 0.53480774 0.35952411 0.63669736 0.44830592] [ 0.63767149 0.50321822 0.651598 0.43523032 0.45978384] [ 0.59447634 0.58268098 0.44425858 0.50813269 0.4031453 ] [ 0.6368465 0.44556124 0.52346831 0.40562579 0.57890589] [ 0.34644762 0.67270901 0.29839604 0.78322869 0.51633049] [ 0.78805592 0.36695471 0.50128885 0.39778714 0.37255925] [ 0.452427 0.43326884 0.56666861 0.46128547 0.360554 ] [ 0.19167909 0.6194771 0.39162872 0.72242956 0.51082726] [ 0.51181937 0.46466448 0.45349742 0.44047016 0.46874491] [ 0.60969111 0.53503535 0.48680318 0.56087987 0.37835985] [ 0.27236484 0.51748918 0.43380689 0.82504477 0.33757271] [ 0.61802148 0.39239508 0.57776317 0.22183345 0.49041089] [ 0.31800866 0.60937811 0.48198695 0.68302785 0.45723587] [ 0.65355559 0.42754127 0.44432668 0.39510067 0.50295763] [ 0.77845479 0.3678007 0.56328987 0.16212587 0.47124255] [ 0.48568614 0.53857484 0.52805974 0.65524259 0.38853367] [ 0.57037751 0.5270405 0.48779041 0.47756304 0.38107742] [ 0.37392802 0.60509778 0.24883218 0.80646 0.43347406] [ 0.71978427 0.38953645 0.66037115 0.32747134 0.45542212] [ 0.32062846 0.57214503 0.35817977 0.75835562 0.3355352 ] [ 0.35949274 0.4564252 0.53554283 0.80894377 0.48290368] [ 0.72938176 0.4628215 0.51219614 0.41434403 0.47013465] [ 0.5762878 0.4459103 0.51168104 0.48949916 0.46989902] [ 0.14055736 0.50212433 0.45358472 0.87268935 0.50696104] [ 0.32752904 0.69246421 0.48101908 0.84233178 0.58309291] [ 0.57716334 0.57120402 0.39930974 0.45520854 0.41887679] [ 0.23383457 0.41107587 0.6424639 0.73489629 0.4155996 ] [ 0.19933311 0.46542652 0.5185525 0.80387978 0.46224647] [ 0.2773129 0.50621102 0.53985273 0.74794357 0.33432892] [ 0.77171547 0.33849949 0.52754283 0.28668379 0.4688118 ] [ 0.62773955 0.49807688 0.55810196 0.38564116 0.53014161] [ 0.75669964 0.41356077 0.48063718 0.21577724 0.31461575] [ 0.40207912 0.41173942 0.48887334 0.77744184 0.50916848] [ 0.7251251 0.34281186 0.50697803 0.24013252 0.40206719] [ 0.7946275 0.49965082 0.50958522 0.41913328 0.33670328] [ 0.60954123 0.4048124 0.55186989 0.47939749 0.50456581] [ 0.29034418 0.65593056 0.54563041 0.63661588 0.66503882] [ 0.86185998 0.45407128 0.51100941 0.2219214 0.30397382] [ 0.67630704 0.50595897 0.49959675 0.24664843 0.47564534] [ 0.30697443 0.43064492 0.56234325 0.59861688 0.63591779] [ 0.57219235 0.39170026 0.42876418 0.43245213 0.32246984] [ 0.31528346 0.54100488 0.41986382 0.74346067 0.51241885] [ 0.42764506 0.51136461 0.44172393 0.61989272 0.54867955] [ 0.52075379 0.38013231 0.52030958 0.3988446 0.52822763] [ 0.37773464 0.47702349 0.51153632 0.48764662 0.4922439 ] [ 0.58129391 0.57800834 0.49755411 0.4887559 0.57077988] [ 0.503884 0.42725349 0.49056182 0.60807019 0.40362407] [ 0.59096722 0.66926466 0.40449533 0.51212159 0.51694343] [ 0.55461943 0.48027976 0.48983587 0.38275452 0.50607179] [ 0.69785262 0.53238035 0.45679226 0.35417883 0.39895092] [ 0.61199306 0.46699409 0.51678208 0.4502675 0.38126397] [ 0.62997163 0.54162566 0.55079777 0.43015954 0.45774787] [ 0.68991316 0.32726205 0.45342402 0.38398928 0.48331373] [ 0.48483183 0.65299027 0.49637391 0.64195853 0.42224583] [ 0.32052086 0.55175387 0.38683365 0.74327106 0.58131216] [ 0.66258119 0.48541085 0.53906237 0.33425849 0.35620431] [ 0.38859164 0.43707934 0.53226813 0.63495731 0.47872838] [ 0.71722427 0.39722197 0.63068986 0.35536122 0.37491913] [ 0.47904245 0.41759751 0.43362717 0.74872808 0.38337319] [ 0.66776454 0.47697876 0.45625635 0.34363956 0.40817883] [ 0.18461396 0.56585471 0.42862604 0.84061386 0.43051598] [ 0.46051633 0.53877917 0.66918137 0.43005935 0.49946806] [ 0.48033906 0.31986766 0.54809645 0.76160797 0.43065467] [ 0.49718703 0.5747267 0.4582848 0.66098432 0.33962279] [ 0.81553453 0.33695054 0.66363062 0.17253864 0.45497244] [ 0.51298215 0.44543943 0.47374546 0.43193491 0.35679727] [ 0.50730036 0.57018945 0.56289229 0.4805795 0.39823387] [ 0.6201961 0.41716193 0.58362141 0.33031271 0.4798858 ] [ 0.80025456 0.46629605 0.48189869 0.22726924 0.26619585] [ 0.57532048 0.49662496 0.57143732 0.33997302 0.45306936] [ 0.33911575 0.65211214 0.50329524 0.70622253 0.43190788] [ 0.70686668 0.39996746 0.58968001 0.34084045 0.44114253] [ 0.3326988 0.35564201 0.50143738 0.65216633 0.47566919] [ 0.85507532 0.44302696 0.41392975 0.24425846 0.43244401] [ 0.66736435 0.56326366 0.57398413 0.35443349 0.53610503] [ 0.68089583 0.40730948 0.42268651 0.36196889 0.33512716] [ 0.5459411 0.49542716 0.56926039 0.50252899 0.35439406] [ 0.26235845 0.43946136 0.41337734 0.59893706 0.76160219] [ 0.58830606 0.54185421 0.55145576 0.50770003 0.44214207] [ 0.31857659 0.45678218 0.66736278 0.66705162 0.47675386] [ 0.84477528 0.46203054 0.54692696 0.17399867 0.37305621] [ 0.60606422 0.4415803 0.4241909 0.3104879 0.34269369] [ 0.63773914 0.50462493 0.46332108 0.5673724 0.44107735] [ 0.787386 0.43819733 0.45311725 0.40691835 0.36199605] [ 0.1967629 0.64073641 0.4664949 0.72209841 0.50976741] [ 0.41853786 0.52872849 0.48675406 0.47928375 0.58499484] Progress: 12.0% ... Training loss: 0.713 ... Validation loss: 1.239[ 0.71025201 0.39558312 0.60113636 0.37429119 0.4289851 ] [ 0.90454744 0.41367341 0.52013405 0.11631051 0.29469012] [ 0.53460248 0.54401602 0.51630386 0.49333258 0.4671621 ] [ 0.68219165 0.37983102 0.67623329 0.37359123 0.47522157] [ 0.49234637 0.42928045 0.61614995 0.32921341 0.57154038] [ 0.16197525 0.47391865 0.55852616 0.64912889 0.61938915] [ 0.14063144 0.58069622 0.4517986 0.92694076 0.59104914] [ 0.29227539 0.44102106 0.43768749 0.6766211 0.38338183] [ 0.79090004 0.33403275 0.55078831 0.2352706 0.4066195 ] [ 0.34400628 0.50302373 0.45441565 0.80045419 0.36390621] [ 0.5080804 0.56040882 0.43591266 0.5956384 0.35781103] [ 0.4752142 0.53031065 0.52860726 0.58051477 0.44871964] [ 0.72158436 0.39874133 0.57700313 0.3687241 0.3290182 ] [ 0.73968082 0.66567996 0.43691154 0.33579838 0.44405841] [ 0.73386359 0.40630663 0.54746852 0.17634498 0.38920504] [ 0.60004325 0.50665096 0.48473899 0.59319476 0.2823537 ] [ 0.42622058 0.57940692 0.53162206 0.6695861 0.44086532] [ 0.71198995 0.44613376 0.44963975 0.54576222 0.54170222] [ 0.50078577 0.5191251 0.43178223 0.51023622 0.36263285] [ 0.12438246 0.54430068 0.47364645 0.88111967 0.42596158] [ 0.25459637 0.38039778 0.4494816 0.72543502 0.48681306] [ 0.45886684 0.43573116 0.52883938 0.71806511 0.35422606] [ 0.71456392 0.48779324 0.47158834 0.18025278 0.48808187] [ 0.20128178 0.52495457 0.49334425 0.75583827 0.55225191] [ 0.38911303 0.36932341 0.4767486 0.77175991 0.35053327] [ 0.3064359 0.47392918 0.39936359 0.83191377 0.51080122] [ 0.78557256 0.43017701 0.45990367 0.21236284 0.30029967] [ 0.2441387 0.62223337 0.50323842 0.78467107 0.51897536] [ 0.58567774 0.3162475 0.61820105 0.25024742 0.50676353] [ 0.62754556 0.41665443 0.56299991 0.44841818 0.45037312] [ 0.73923688 0.43262144 0.55287034 0.23028411 0.40166072] [ 0.48976306 0.37374465 0.56617163 0.37523619 0.46939517] [ 0.82750387 0.3737699 0.51994097 0.22861631 0.39695614] [ 0.10101616 0.57909491 0.37656126 0.90552317 0.49347217] [ 0.39670163 0.51001046 0.45837291 0.68230991 0.53927953] [ 0.19972213 0.44004141 0.52389158 0.70746889 0.48566616] [ 0.5320084 0.57336384 0.44203071 0.72244723 0.45180779] [ 0.69565997 0.4285423 0.35838165 0.44651321 0.39333298] [ 0.48275485 0.4697285 0.51796948 0.73527445 0.40125667] [ 0.39391974 0.45489482 0.60730475 0.36594842 0.6894612 ] [ 0.83661804 0.5146383 0.44370806 0.32768319 0.40001291] [ 0.19181968 0.50873558 0.55539301 0.78009631 0.52664221] [ 0.67460547 0.46390578 0.66186749 0.28686502 0.47956793] [ 0.3843227 0.47603688 0.55018684 0.63322415 0.55884743] [ 0.31887495 0.48305866 0.50843707 0.56873786 0.50338687] [ 0.5532112 0.46050375 0.41906798 0.47886047 0.32009149] [ 0.67941798 0.51270257 0.53722906 0.4072855 0.46275032] [ 0.83139654 0.36058477 0.56437273 0.21674342 0.38885265] [ 0.74803772 0.47662193 0.52158283 0.31504419 0.40385103] [ 0.7417243 0.32149406 0.59777357 0.19991766 0.36034891] [ 0.55885399 0.50113478 0.56864726 0.28663728 0.43199489] [ 0.2888402 0.65233744 0.31087794 0.86684529 0.56638697] [ 0.61595667 0.58567398 0.35328072 0.48791701 0.36866633] [ 0.47585931 0.5361484 0.45648703 0.44469272 0.523536 ] [ 0.26837714 0.46902848 0.568407 0.71903233 0.34498785] [ 0.76864807 0.42591501 0.41535662 0.41489238 0.40545679] [ 0.71874019 0.50099021 0.47774602 0.21594281 0.42511632] [ 0.73066218 0.49390915 0.53033084 0.39841694 0.42572617] [ 0.83745322 0.40980209 0.54906475 0.28829012 0.43598079] [ 0.4412176 0.59415265 0.5108063 0.51434651 0.5001493 ] [ 0.41324595 0.36034082 0.54775202 0.67560953 0.37905678] [ 0.55057443 0.57382986 0.46074112 0.62159248 0.32193149] [ 0.45560976 0.53747328 0.39147318 0.50786901 0.4059469 ] [ 0.70580974 0.44023757 0.52021452 0.27937149 0.35733459] [ 0.67127074 0.49216613 0.48225283 0.44467075 0.35937178] [ 0.59880895 0.54761547 0.57369844 0.57456597 0.48253668] [ 0.4395951 0.41888856 0.43710194 0.5851053 0.32833042] [ 0.37264283 0.61431118 0.44084082 0.80408605 0.54380785] [ 0.54024878 0.6307011 0.36707432 0.51345979 0.37372441] [ 0.71189703 0.26141583 0.52306873 0.336961 0.47720485] [ 0.64364101 0.57915228 0.46425025 0.65024689 0.34717391] [ 0.45557384 0.45440343 0.43761337 0.62581633 0.48101014] [ 0.42780332 0.54053545 0.46508741 0.63270847 0.36394764] [ 0.18206054 0.46250902 0.44739057 0.90595491 0.56453005] [ 0.69520912 0.47069839 0.59273895 0.51184542 0.40443657] [ 0.36504358 0.48843147 0.41837454 0.51730365 0.41594008] [ 0.62164013 0.43598032 0.46508081 0.40518532 0.31865981] [ 0.66248648 0.46902177 0.58432892 0.39224025 0.4666119 ] [ 0.51612865 0.66915632 0.41926112 0.58718777 0.41228809] [ 0.18467665 0.57500882 0.49517383 0.86469976 0.4728345 ] [ 0.5214389 0.38718057 0.56466949 0.64909546 0.45005041] [ 0.27164437 0.52438286 0.42993186 0.78707792 0.59946136] [ 0.37324027 0.57428938 0.55549605 0.49136093 0.5854691 ] [ 0.54123944 0.32901518 0.48326529 0.40658131 0.42312727] [ 0.7253459 0.40047624 0.56102155 0.33046442 0.43169353] [ 0.52628703 0.42306312 0.5687275 0.5529426 0.38372869] [ 0.39571149 0.51340777 0.44272753 0.73495149 0.52773653] [ 0.30174715 0.56330195 0.51271301 0.67567462 0.5640372 ] [ 0.4873867 0.38750496 0.48971586 0.60554744 0.49451289] [ 0.46046203 0.53883589 0.66916535 0.4301191 0.4994899 ] [ 0.27389393 0.57029745 0.43807865 0.85510583 0.63679148] [ 0.36033844 0.38250345 0.58747853 0.4354435 0.67102268] [ 0.37295264 0.52288133 0.47483804 0.66847774 0.38765685] [ 0.11861218 0.57230098 0.4217233 0.9038016 0.40928985] [ 0.18113346 0.47850867 0.51794523 0.73313104 0.5080117 ] [ 0.49764801 0.50853081 0.51068069 0.36363303 0.37480393] [ 0.4133176 0.4635482 0.4972512 0.66261325 0.59991607] [ 0.39887284 0.48200675 0.44827234 0.74992235 0.31498263] [ 0.54572765 0.4095986 0.45067557 0.39221213 0.480348 ] [ 0.82183231 0.43362189 0.59296033 0.20466243 0.3723694 ] [ 0.63211611 0.35125701 0.43907017 0.28748012 0.41862953] [ 0.38374364 0.3610977 0.59325411 0.59116317 0.61232071] [ 0.77792745 0.34682717 0.49677622 0.18629269 0.4145193 ] [ 0.62751843 0.46470233 0.52623229 0.44607158 0.38214654] [ 0.19793881 0.4551374 0.43137066 0.83438337 0.55547486] [ 0.59508722 0.44168562 0.54028539 0.34366352 0.54935213] [ 0.63457108 0.48087223 0.56467644 0.3865644 0.55157671] [ 0.29366713 0.52066441 0.47308937 0.65500972 0.44891792] [ 0.3807736 0.60912209 0.49598078 0.68916509 0.44341102] [ 0.46619329 0.54409519 0.57340447 0.7852878 0.39987459] [ 0.53807036 0.4972993 0.60777182 0.68060641 0.4701542 ] [ 0.66372978 0.53991815 0.57371017 0.29281447 0.43990541] [ 0.578125 0.51875045 0.39828679 0.37126263 0.47671885] [ 0.82217373 0.37643877 0.50757896 0.20283456 0.37517212] [ 0.74164093 0.44696433 0.48355741 0.33845963 0.39471166] [ 0.14249162 0.44054653 0.53909339 0.85062236 0.60734388] [ 0.59362322 0.42680312 0.36997016 0.54344998 0.54141104] [ 0.47419368 0.53419665 0.44892547 0.75876927 0.49545693] [ 0.67835802 0.44793406 0.47748406 0.38780253 0.4480004 ] [ 0.39135068 0.5079465 0.46424446 0.53501403 0.50992115] [ 0.63741237 0.4996707 0.43918533 0.38122229 0.37410775] [ 0.71665326 0.39852238 0.52331688 0.34645493 0.39924993] [ 0.53995561 0.50193018 0.46189434 0.46859069 0.49283537] [ 0.69051756 0.44058722 0.51809462 0.31149876 0.28514243] [ 0.5256319 0.33982218 0.54777431 0.44575872 0.37642268] [ 0.85726808 0.41032747 0.57515158 0.16985725 0.30675563] [ 0.21852919 0.50790555 0.39702312 0.78364116 0.44307662] [ 0.39282199 0.66616111 0.32172556 0.78723179 0.51378077] Progress: 12.1% ... Training loss: 0.712 ... Validation loss: 1.238[ 0.59041048 0.46253052 0.40490818 0.70233482 0.51713964] [ 0.38440792 0.56945536 0.41288661 0.59775573 0.37847528] [ 0.67836785 0.40787083 0.55000989 0.29418514 0.46300119] [ 0.52074532 0.44816978 0.71410952 0.67256465 0.41521293] [ 0.5531801 0.54304115 0.51077333 0.49428172 0.5538657 ] [ 0.25858725 0.59513703 0.55255422 0.76917048 0.49920903] [ 0.64797284 0.48470757 0.43290111 0.44087493 0.3976395 ] [ 0.27337645 0.58694719 0.4707855 0.68405228 0.45820919] [ 0.79408508 0.33697819 0.63748522 0.20213909 0.45092646] [ 0.72493753 0.3856138 0.53021861 0.25540054 0.45529265] [ 0.53552776 0.48050411 0.53305533 0.63772802 0.35234334] [ 0.58386256 0.63545896 0.4115472 0.56288054 0.42804405] [ 0.17895108 0.62241353 0.47895018 0.8496163 0.62873823] [ 0.35875808 0.55751484 0.36162363 0.46952387 0.492815 ] [ 0.52042277 0.56549168 0.46440242 0.46468022 0.5395435 ] [ 0.33866083 0.490011 0.59754902 0.52818043 0.40243576] [ 0.85148634 0.46139764 0.51743741 0.33882324 0.40158866] [ 0.7783803 0.52010312 0.43018298 0.2866791 0.4259356 ] [ 0.68087586 0.41737248 0.47685092 0.5000587 0.46714775] [ 0.61599101 0.47905623 0.52777235 0.59840832 0.45116192] [ 0.25464937 0.45291471 0.5165401 0.72665609 0.47473567] [ 0.47683032 0.47386532 0.45339014 0.65929941 0.3691499 ] [ 0.38783919 0.54569921 0.40671076 0.75512827 0.55886903] [ 0.56652167 0.50755659 0.49296673 0.34478021 0.48788497] [ 0.22522747 0.5278886 0.49554998 0.49954597 0.62268987] [ 0.14579449 0.415939 0.58959969 0.81861554 0.53692995] [ 0.21370629 0.5540576 0.55095508 0.90336997 0.59812329] [ 0.54248954 0.48835469 0.3279589 0.50791301 0.38828168] [ 0.7869473 0.39832478 0.47158594 0.23919744 0.35722702] [ 0.63114627 0.38600144 0.60445487 0.44906001 0.35284799] [ 0.58265034 0.51400929 0.51691186 0.50560982 0.41868358] [ 0.4086049 0.55077882 0.57914255 0.5119055 0.47526764] [ 0.580022 0.57030507 0.44740413 0.62990782 0.34646412] [ 0.51636434 0.38809427 0.53831919 0.7331449 0.41801227] [ 0.77082335 0.3361875 0.53017294 0.17740638 0.39549571] [ 0.17853925 0.48904682 0.29824375 0.8026554 0.46121687] [ 0.77101562 0.42730268 0.38290177 0.39170198 0.44350928] [ 0.51855011 0.66212456 0.47536338 0.61291188 0.50727469] [ 0.62679688 0.4748407 0.62572516 0.45838359 0.40621254] [ 0.61838531 0.56332116 0.51495843 0.58346759 0.38410984] [ 0.863665 0.35420944 0.5318746 0.16090104 0.23709059] [ 0.79550016 0.32019198 0.51121463 0.2424646 0.37767272] [ 0.4673744 0.43393582 0.4396903 0.62518612 0.33283476] [ 0.45431502 0.71134983 0.31139816 0.87700247 0.48190133] [ 0.41313352 0.39564696 0.38183681 0.79501346 0.3638385 ] [ 0.79763378 0.44724871 0.45174761 0.1807894 0.22860509] [ 0.26308918 0.49742275 0.46550363 0.70860063 0.50789223] [ 0.62810077 0.48414146 0.51219304 0.40048797 0.53726749] [ 0.60926208 0.58341656 0.49808572 0.46175695 0.48483983] [ 0.76017929 0.46977529 0.55533159 0.33812784 0.41570381] [ 0.23266594 0.4901197 0.46733439 0.72294389 0.36367966] [ 0.20054065 0.50158418 0.41732721 0.90555587 0.45241122] [ 0.38326793 0.56933378 0.41148444 0.77045028 0.33451102] [ 0.66191508 0.40289882 0.60615946 0.40490353 0.46508534] [ 0.40723953 0.53910084 0.51175766 0.44448719 0.52246979] [ 0.78676709 0.31230166 0.60844422 0.25117162 0.37534412] [ 0.24941228 0.54686869 0.42539701 0.91021079 0.44802784] [ 0.24385631 0.41833106 0.67707274 0.63375967 0.50285466] [ 0.60358458 0.4299187 0.61575579 0.42306914 0.34314469] [ 0.27641667 0.44713152 0.66001342 0.83090739 0.47421922] [ 0.41687529 0.51261902 0.35874723 0.60774822 0.46800173] [ 0.49965754 0.53374982 0.54089964 0.65234873 0.51816803] [ 0.10532123 0.61030035 0.53910671 0.89355742 0.53387194] [ 0.74262926 0.60437573 0.46912637 0.59929177 0.39068709] [ 0.71416692 0.35665171 0.63676251 0.29991457 0.47556008] [ 0.7044465 0.41082198 0.42992881 0.26303372 0.33368256] [ 0.13595011 0.54885377 0.34396823 0.92280009 0.58489828] [ 0.33679823 0.55265811 0.45539761 0.82724929 0.50113889] [ 0.40286028 0.33854267 0.63393378 0.585376 0.57638163] [ 0.36165374 0.55627904 0.5126102 0.56260865 0.4566909 ] [ 0.16895707 0.53954967 0.435403 0.85316399 0.44510434] [ 0.09484468 0.56975418 0.402796 0.91204611 0.51902131] [ 0.3411433 0.50859744 0.35072448 0.67740116 0.47058857] [ 0.37931823 0.59948191 0.33169463 0.69650664 0.49769219] [ 0.76500381 0.35057143 0.4900005 0.15667575 0.34395903] [ 0.39834247 0.51635439 0.52632165 0.69629572 0.62377348] [ 0.4698398 0.3694811 0.57435582 0.66670933 0.58434167] [ 0.54700571 0.33118979 0.46615746 0.49430332 0.43307174] [ 0.35766628 0.6631423 0.46339319 0.57680091 0.48641691] [ 0.52461413 0.62641248 0.54932402 0.65660415 0.40791317] [ 0.35784616 0.44078839 0.43683032 0.71603068 0.54213941] [ 0.72703976 0.44373207 0.38096462 0.40781168 0.33973785] [ 0.85275737 0.37566208 0.60440981 0.21532919 0.45181439] [ 0.49613852 0.5748263 0.4024317 0.55796609 0.33107217] [ 0.28476211 0.61205813 0.37269255 0.84319455 0.58490999] [ 0.62728767 0.58997726 0.52309231 0.55702313 0.40416404] [ 0.31476413 0.58163837 0.4645615 0.70257539 0.54735337] [ 0.71051016 0.41436335 0.39558909 0.43043195 0.44779623] [ 0.72318642 0.4022436 0.55282168 0.3352892 0.40029784] [ 0.7995272 0.4329296 0.53253313 0.38151969 0.32119214] [ 0.37507742 0.36786271 0.47003883 0.81121228 0.46014123] [ 0.8336291 0.3774831 0.50835366 0.33280296 0.36774714] [ 0.77891757 0.52599524 0.58108381 0.38521961 0.38962897] [ 0.84303327 0.39514994 0.46272205 0.28682772 0.39897692] [ 0.27100942 0.51838395 0.43354119 0.82565977 0.3378801 ] [ 0.58433367 0.54666243 0.5137818 0.67685996 0.53170726] [ 0.13591482 0.47918552 0.44131412 0.91383768 0.48088689] [ 0.30495547 0.51771672 0.62487487 0.68969299 0.44544392] [ 0.50833923 0.52397827 0.54567901 0.49901286 0.40031425] [ 0.28178374 0.49284374 0.4379263 0.63764752 0.4559953 ] [ 0.45674777 0.55123244 0.35258597 0.79424793 0.51838877] [ 0.83228743 0.30767657 0.50829654 0.15123632 0.34076122] [ 0.74177223 0.35412189 0.58975477 0.26064467 0.31117672] [ 0.77638373 0.49579083 0.56368306 0.30361156 0.49661078] [ 0.21230927 0.49613565 0.50603317 0.81723915 0.50875574] [ 0.61480767 0.42146594 0.56022575 0.40291894 0.46111028] [ 0.49322165 0.56576578 0.53882768 0.61132373 0.3762047 ] [ 0.41413463 0.55887542 0.47536495 0.61461307 0.41914524] [ 0.32897508 0.58553117 0.30503945 0.67498782 0.47998673] [ 0.55409074 0.52215743 0.47857578 0.32092403 0.32444452] [ 0.7590012 0.31024779 0.64245288 0.24271758 0.4687305 ] [ 0.49226305 0.66110152 0.53534328 0.64535681 0.435282 ] [ 0.60939173 0.44037794 0.55405254 0.34037119 0.43223412] [ 0.47102669 0.52420162 0.55916851 0.66591713 0.50398065] [ 0.23837015 0.48957502 0.5600665 0.80367991 0.53109167] [ 0.28759187 0.45867163 0.42790466 0.7414949 0.40582734] [ 0.08351488 0.57039931 0.45813338 0.88453313 0.52364696] [ 0.75212231 0.30750643 0.64881266 0.23345242 0.45802332] [ 0.5364055 0.54719449 0.40675166 0.5314611 0.44670696] [ 0.4018979 0.54799251 0.42536717 0.56791409 0.60703395] [ 0.32215755 0.57568565 0.47960434 0.71343423 0.40461125] [ 0.89168092 0.36911192 0.57225082 0.12452755 0.34599727] [ 0.86744327 0.40018761 0.47548782 0.27116575 0.26120165] [ 0.32209007 0.58701467 0.53777287 0.65435141 0.57901779] [ 0.15129046 0.57946697 0.47803866 0.90172309 0.50614611] [ 0.6999613 0.53134607 0.45711307 0.35273542 0.39855666] [ 0.863665 0.35420944 0.5318746 0.16090104 0.23709059] [ 0.65015397 0.59236258 0.49735111 0.48526289 0.31957197] Progress: 12.1% ... Training loss: 0.712 ... Validation loss: 1.231[ 0.51249563 0.58000041 0.3844243 0.5338674 0.42273513] [ 0.69347132 0.51189864 0.4068432 0.3294916 0.33896993] [ 0.78185337 0.56434924 0.45035935 0.47684922 0.42866026] [ 0.75435779 0.26256706 0.63459468 0.24768551 0.35078925] [ 0.69371887 0.4483954 0.41716443 0.46092126 0.39232312] [ 0.39084737 0.61031342 0.46696069 0.66112288 0.42179947] [ 0.76665125 0.43954708 0.58313948 0.241123 0.43627335] [ 0.44659642 0.5706463 0.5140587 0.56303584 0.49301747] [ 0.43355613 0.47928771 0.41579819 0.32752643 0.46579178] [ 0.15816755 0.50053902 0.46645037 0.82505865 0.42809368] [ 0.30308229 0.48236184 0.53830969 0.79014715 0.38163177] [ 0.63065915 0.39509414 0.59553401 0.35830853 0.51527894] [ 0.17716774 0.55165976 0.49460442 0.80046669 0.60972283] [ 0.47651349 0.4241245 0.5827628 0.40775826 0.6803515 ] [ 0.44623024 0.53555439 0.61821517 0.43282798 0.51725411] [ 0.41970121 0.47583105 0.5936686 0.3540187 0.68460256] [ 0.47711269 0.45056658 0.57624645 0.69026091 0.47762262] [ 0.6723223 0.53288245 0.25867376 0.51210406 0.31850731] [ 0.16949819 0.63190821 0.46471987 0.89022998 0.60492527] [ 0.48530039 0.45297741 0.52659274 0.65451193 0.33385561] [ 0.71101517 0.47289655 0.54323224 0.25772321 0.42369334] [ 0.82819113 0.36804001 0.53245959 0.17432309 0.26519466] [ 0.48794024 0.50006557 0.48566664 0.65826131 0.34430675] [ 0.77869331 0.30073508 0.5975798 0.20855645 0.4525409 ] [ 0.28317744 0.44618687 0.5249821 0.78139463 0.52433769] [ 0.52975709 0.42450986 0.45233471 0.57414811 0.38528354] [ 0.45730657 0.6303103 0.39178468 0.70190486 0.44571499] [ 0.51799182 0.40785161 0.50240612 0.70045934 0.29229615] [ 0.47313335 0.41426992 0.51506002 0.623544 0.41345645] [ 0.3566739 0.6637076 0.22239114 0.79619328 0.29500391] [ 0.39928207 0.43511049 0.55139951 0.65188193 0.39155974] [ 0.65185074 0.42752711 0.44876692 0.42220139 0.50052529] [ 0.80528746 0.46543751 0.51512231 0.22726647 0.38657861] [ 0.20985432 0.60129838 0.42554702 0.88344871 0.55533991] [ 0.62846087 0.46433715 0.42970226 0.40919124 0.40976605] [ 0.52747723 0.53219937 0.49052358 0.6609542 0.48616639] [ 0.7892687 0.54695485 0.37909643 0.46049551 0.34316949] [ 0.81995563 0.31104693 0.61383251 0.19383502 0.43885491] [ 0.43393019 0.4673632 0.41085309 0.65304123 0.48838858] [ 0.59531966 0.48909256 0.5341131 0.28057718 0.47480074] [ 0.28563166 0.6306653 0.32808076 0.70614662 0.57354185] [ 0.44413339 0.39740824 0.56972998 0.6279234 0.30384891] [ 0.34197903 0.62223905 0.44473915 0.733596 0.44532602] [ 0.49703095 0.44460948 0.4414035 0.51032503 0.43269319] [ 0.47639982 0.35810469 0.60402488 0.56789114 0.37161482] [ 0.422644 0.66463849 0.47394245 0.71730312 0.51579498] [ 0.68003491 0.53140321 0.53244681 0.53143269 0.44694375] [ 0.75991438 0.4050144 0.63305371 0.31834143 0.46868126] [ 0.79909139 0.40463074 0.55115352 0.26338085 0.44056539] [ 0.67545021 0.50680701 0.4915631 0.47170927 0.38720603] [ 0.40361187 0.62656492 0.42028282 0.57078286 0.31277384] [ 0.39920238 0.61706802 0.39572761 0.55699806 0.44385546] [ 0.29324584 0.51026099 0.40003239 0.60683178 0.51082357] [ 0.13659019 0.57023695 0.51949243 0.90037414 0.55635245] [ 0.66272177 0.46119572 0.52279796 0.58192511 0.39847739] [ 0.25805816 0.46952693 0.54635275 0.73512102 0.43112353] [ 0.20012117 0.7353381 0.30927364 0.80926523 0.47520227] [ 0.26632186 0.6786327 0.34732507 0.71848369 0.45243058] [ 0.5944371 0.57166718 0.34539172 0.46302114 0.4500032 ] [ 0.69673687 0.38688686 0.63169009 0.24988895 0.45339508] [ 0.5944371 0.57166718 0.34539172 0.46302114 0.4500032 ] [ 0.52554156 0.42761376 0.56163857 0.59080109 0.41706539] [ 0.4212989 0.56327799 0.48826507 0.56286164 0.37852238] [ 0.32375347 0.59061285 0.3644281 0.651814 0.42231447] [ 0.3368812 0.48805505 0.40921312 0.63370876 0.39319896] [ 0.50167338 0.37792693 0.42842961 0.42143182 0.38434348] [ 0.66613144 0.54197996 0.55742445 0.47364506 0.31715202] [ 0.21374776 0.61442095 0.50647804 0.85148271 0.62358485] [ 0.75303854 0.38724438 0.6644058 0.20673707 0.44595857] [ 0.55653156 0.4044687 0.65483828 0.40560158 0.48623462] [ 0.83739871 0.59710914 0.51913765 0.36703556 0.3206015 ] [ 0.43080418 0.44686355 0.46111504 0.63894995 0.29629041] [ 0.23434697 0.54162923 0.47423302 0.76424663 0.571778 ] [ 0.35952826 0.52490412 0.5363719 0.71648912 0.47373368] [ 0.55275936 0.49201201 0.44885414 0.47650376 0.45141688] [ 0.46974284 0.43605802 0.61146015 0.45123156 0.67896504] [ 0.3074121 0.44383706 0.52822522 0.56347055 0.61745548] [ 0.19650413 0.48552729 0.50559806 0.74361215 0.58693204] [ 0.52875352 0.48274889 0.37910053 0.505255 0.30949557] [ 0.25456336 0.48650109 0.6138214 0.74511854 0.57205802] [ 0.83592897 0.49052887 0.56737115 0.22655607 0.33159003] [ 0.83966311 0.3654925 0.48081915 0.14912871 0.23647612] [ 0.33424777 0.6737426 0.44778504 0.7380513 0.49010015] [ 0.70019432 0.54438947 0.45129891 0.46917917 0.36144273] [ 0.16814936 0.63791595 0.53372627 0.93753805 0.57634622] [ 0.53613712 0.52356585 0.43008161 0.41937479 0.35097795] [ 0.75241643 0.4534072 0.56860243 0.25089321 0.44583559] [ 0.831909 0.37367333 0.52944982 0.35725878 0.37928864] [ 0.37086047 0.45931708 0.45002905 0.71507661 0.43878502] [ 0.29171335 0.58999268 0.46215529 0.76596511 0.61167442] [ 0.34651278 0.56930041 0.46328324 0.58092447 0.50497373] [ 0.21374776 0.61442095 0.50647804 0.85148271 0.62358485] [ 0.67780537 0.51330243 0.53704394 0.40814179 0.46298337] [ 0.3620726 0.60048018 0.43452214 0.8108221 0.58093025] [ 0.3518745 0.48576648 0.61566197 0.69323256 0.51574271] [ 0.44707839 0.48112823 0.59326842 0.66579426 0.49417224] [ 0.72050561 0.3992635 0.57683639 0.36927502 0.32920314] [ 0.33831862 0.47441032 0.51848459 0.6898891 0.57097023] [ 0.70301335 0.41676139 0.63589921 0.29627533 0.52398983] [ 0.35781316 0.45675728 0.39376948 0.62469267 0.51672841] [ 0.53567119 0.39519604 0.43561465 0.49503392 0.39024587] [ 0.52529806 0.52760565 0.40131988 0.75768335 0.51488681] [ 0.45272196 0.33366784 0.55325618 0.62025702 0.65502993] [ 0.37003018 0.56968065 0.55297995 0.61166177 0.55860822] [ 0.73457262 0.45104626 0.45155889 0.2981326 0.41117554] [ 0.13144 0.57115033 0.45960766 0.92953993 0.55288796] [ 0.8771705 0.56049378 0.48668143 0.21370492 0.37412641] [ 0.43835015 0.52046266 0.58243902 0.59917221 0.49822322] [ 0.46647265 0.57371207 0.56050087 0.45087109 0.35804219] [ 0.20961578 0.54890467 0.36682611 0.88926981 0.44943354] [ 0.63006627 0.38814403 0.50954236 0.44927904 0.57718885] [ 0.78899908 0.41963105 0.50993755 0.33788261 0.41183708] [ 0.49777819 0.5860707 0.47168424 0.52757671 0.49548492] [ 0.53414763 0.52217671 0.4641129 0.61173732 0.38636786] [ 0.72489599 0.29112153 0.54740643 0.34047724 0.5119589 ] [ 0.34450343 0.55377753 0.61149733 0.58170135 0.63936066] [ 0.77164325 0.46344572 0.54583621 0.38706558 0.28564622] [ 0.48446432 0.43292038 0.50416731 0.35539308 0.51010083] [ 0.46597609 0.56968864 0.58208881 0.50773572 0.52615211] [ 0.4878972 0.35328053 0.4432408 0.57151112 0.45562159] [ 0.14457966 0.62010477 0.53189855 0.90138633 0.53518845] [ 0.41322463 0.48419749 0.37821532 0.60009503 0.49887965] [ 0.53326176 0.56169612 0.36567923 0.66335009 0.35408801] [ 0.2219705 0.48691283 0.52169158 0.71058991 0.46915556] [ 0.29956093 0.59646473 0.39562579 0.67393186 0.45774687] [ 0.74227251 0.28133278 0.40669245 0.25124568 0.33342333] [ 0.11781244 0.54506491 0.54988903 0.89301674 0.62040251] [ 0.54643413 0.49459382 0.37013747 0.39982529 0.36198689] Progress: 12.2% ... Training loss: 0.711 ... Validation loss: 1.235[ 0.73261341 0.37666263 0.53368985 0.30273044 0.43838401] [ 0.45729662 0.55122312 0.35259334 0.79411165 0.51838084] [ 0.31031949 0.59591903 0.51159206 0.78965706 0.55666384] [ 0.47720392 0.55641742 0.59092122 0.53030758 0.4137665 ] [ 0.61917862 0.38752784 0.46857654 0.43787296 0.39253706] [ 0.78871023 0.50643174 0.59532181 0.21487015 0.46024543] [ 0.72207599 0.54882257 0.44958733 0.55336798 0.45659715] [ 0.34804809 0.51969961 0.34037054 0.57302584 0.46268753] [ 0.17615831 0.52366291 0.54464528 0.85554958 0.51904371] [ 0.77305085 0.41624184 0.49255729 0.2442585 0.40677051] [ 0.50460082 0.62250267 0.54368824 0.56166439 0.40521701] [ 0.45534638 0.49925462 0.45278927 0.68799738 0.56004276] [ 0.16793709 0.53639215 0.52129982 0.87443386 0.64927065] [ 0.57186777 0.48875334 0.44256102 0.49953908 0.32318611] [ 0.39418225 0.44341354 0.34805195 0.62292789 0.49480623] [ 0.65268639 0.40049572 0.59630307 0.31488963 0.52272252] [ 0.22291225 0.4472373 0.57054049 0.6972268 0.53647742] [ 0.51853492 0.4376788 0.53266739 0.51842102 0.46795873] [ 0.39803376 0.57987993 0.42130813 0.76060344 0.42895392] [ 0.51213745 0.58020719 0.38436708 0.53408246 0.42282219] [ 0.42700873 0.60953485 0.38302359 0.62857721 0.46845812] [ 0.7833697 0.46522051 0.59493548 0.34656961 0.37449812] [ 0.47816099 0.47039216 0.52319464 0.50552969 0.46595503] [ 0.52215986 0.61891075 0.31977084 0.39222939 0.42533729] [ 0.3987198 0.431172 0.48956601 0.63620238 0.33027543] [ 0.70270136 0.41434622 0.56552957 0.40134563 0.32377886] [ 0.68438046 0.54714976 0.4046669 0.47659462 0.4361334 ] [ 0.51278979 0.45577408 0.61976543 0.32034392 0.56963831] [ 0.30140429 0.59459467 0.45327706 0.64942962 0.40399262] [ 0.50210315 0.46503808 0.52283596 0.59164625 0.56529998] [ 0.6967015 0.47378925 0.51090261 0.32753379 0.28653665] [ 0.21442719 0.59704963 0.51974459 0.86574336 0.63531643] [ 0.47196871 0.66948117 0.37299209 0.64276527 0.45880863] [ 0.65834361 0.49922734 0.54989336 0.47345915 0.44228817] [ 0.43397803 0.5766151 0.37745958 0.55685687 0.45395958] [ 0.45421663 0.51005671 0.39493092 0.69123004 0.27093306] [ 0.31617014 0.54089845 0.41990492 0.74311772 0.51237546] [ 0.717796 0.31623581 0.53612273 0.31145896 0.54400038] [ 0.60781451 0.33365286 0.55028565 0.48562997 0.30976589] [ 0.78053595 0.32288599 0.64735348 0.20816198 0.46033543] [ 0.26639486 0.47521253 0.48557214 0.79774577 0.40064194] [ 0.61552116 0.3914518 0.57727899 0.54969429 0.41099546] [ 0.61719711 0.46116263 0.41663651 0.28407501 0.39391642] [ 0.7916647 0.36573582 0.57950415 0.28442435 0.3553341 ] [ 0.48413386 0.58556032 0.32014019 0.63968822 0.35682045] [ 0.74022985 0.38450426 0.6041171 0.33355346 0.44000411] [ 0.4100514 0.57564638 0.39470983 0.65053382 0.52163882] [ 0.717275 0.36211387 0.65494546 0.35890003 0.4243781 ] [ 0.62106717 0.57438355 0.25438052 0.41828922 0.31314743] [ 0.83509196 0.47651345 0.56764571 0.22368293 0.3903707 ] [ 0.4502705 0.55951379 0.49074736 0.69722296 0.56970654] [ 0.84474495 0.30840303 0.47425269 0.18672695 0.33622553] [ 0.46766279 0.52090668 0.51119325 0.56377078 0.37803182] [ 0.2300449 0.63110187 0.44003802 0.74768248 0.44093001] [ 0.46047058 0.58439632 0.43249129 0.52553023 0.53965465] [ 0.78920283 0.45718691 0.51540026 0.39407522 0.43643335] [ 0.3791486 0.36004161 0.47985112 0.61447417 0.41905466] [ 0.47507349 0.62565925 0.59190463 0.56423966 0.45664321] [ 0.43260995 0.4374088 0.59600457 0.67967431 0.49712587] [ 0.59667406 0.54858305 0.57340801 0.57571752 0.48292544] [ 0.68898643 0.51463665 0.4415061 0.27737544 0.30005294] [ 0.76307468 0.47505327 0.51902718 0.34478862 0.43753178] [ 0.80856315 0.46263376 0.55509724 0.20792845 0.39894827] [ 0.77198567 0.42401518 0.41593548 0.41220263 0.40470451] [ 0.66844672 0.57172011 0.50246524 0.52920358 0.33514639] [ 0.24967092 0.51929357 0.61027897 0.66574203 0.53699192] [ 0.82821499 0.37254039 0.55706468 0.17392428 0.40566918] [ 0.31062608 0.59271908 0.41322893 0.59993518 0.37775325] [ 0.41416641 0.49924253 0.48134119 0.62919616 0.47868608] [ 0.79368731 0.62738335 0.28470525 0.56873773 0.29575665] [ 0.37326675 0.61436449 0.44082686 0.80389883 0.54382519] [ 0.24923884 0.49225515 0.55099403 0.73397752 0.62990731] [ 0.66300854 0.48876377 0.3208965 0.54687088 0.38475856] [ 0.32355738 0.54660276 0.53306694 0.76478233 0.52700837] [ 0.33366314 0.5313671 0.371031 0.6892624 0.58067257] [ 0.22092487 0.55675147 0.47070162 0.86542846 0.52285857] [ 0.34783719 0.44150732 0.63220067 0.65667648 0.5084716 ] [ 0.86061736 0.36194666 0.58702995 0.12326598 0.32387014] [ 0.43748279 0.51833798 0.38501333 0.54734544 0.50689565] [ 0.44783442 0.54118867 0.56991886 0.47793189 0.56416615] [ 0.53276237 0.47377061 0.34103903 0.59564805 0.44909259] [ 0.34175841 0.42242754 0.61076557 0.62937079 0.55846055] [ 0.30121765 0.50589132 0.66479562 0.79278012 0.48926853] [ 0.49682735 0.61115098 0.46256258 0.64421473 0.39975713] [ 0.29399355 0.70759491 0.29374767 0.82510475 0.53485289] [ 0.62077669 0.46302176 0.38981413 0.50554108 0.57652381] [ 0.36936005 0.41743252 0.59374404 0.74098288 0.37879321] [ 0.39057575 0.51512238 0.44132491 0.51373892 0.39672282] [ 0.46437126 0.38904304 0.5420231 0.57587397 0.63577619] [ 0.37974837 0.48817481 0.45876192 0.51369111 0.46076444] [ 0.78138512 0.29212764 0.50703442 0.21266469 0.36776058] [ 0.56366517 0.57387756 0.4439982 0.48651926 0.31481381] [ 0.16979448 0.56086836 0.40497784 0.86248715 0.38682397] [ 0.4466884 0.34583193 0.54565877 0.69153811 0.56211202] [ 0.51114143 0.52611775 0.47103654 0.53039524 0.48349784] [ 0.58053283 0.55259964 0.51754708 0.53302401 0.28627431] [ 0.55931418 0.50212579 0.47740512 0.45006011 0.3701906 ] [ 0.77922379 0.41929148 0.46710854 0.26842965 0.33594061] [ 0.53269815 0.53131452 0.43653781 0.50033929 0.41152962] [ 0.43002797 0.61784135 0.3851848 0.64514782 0.3197952 ] [ 0.58595825 0.36837896 0.46402748 0.40089486 0.32706799] [ 0.76531747 0.34218762 0.52775215 0.27837219 0.36718806] [ 0.36814513 0.45829744 0.40449715 0.45050881 0.51588762] [ 0.55991138 0.50337193 0.49727733 0.56096887 0.31829054] [ 0.67713515 0.49985892 0.56950535 0.39442662 0.48963293] [ 0.53288257 0.51997705 0.42866351 0.50814218 0.50144597] [ 0.20389239 0.63656346 0.39520495 0.83211929 0.47041286] [ 0.63055694 0.49428638 0.51540394 0.42039038 0.40204747] [ 0.53646712 0.58409965 0.59674696 0.50741762 0.4820626 ] [ 0.14434265 0.41389396 0.441533 0.87238664 0.5029595 ] [ 0.75199177 0.47503287 0.57258747 0.42310058 0.35219127] [ 0.69972608 0.51575311 0.48049237 0.55661003 0.39621923] [ 0.40077018 0.5645811 0.46097597 0.71154616 0.59580117] [ 0.50042207 0.66193596 0.35858659 0.67118723 0.47741599] [ 0.76613737 0.3716288 0.60957448 0.2456706 0.51283547] [ 0.61505928 0.3697204 0.41157668 0.61279983 0.43798043] [ 0.43915034 0.51274909 0.51972614 0.54886014 0.46537229] [ 0.41618572 0.48803319 0.49153734 0.71710285 0.35883819] [ 0.35062691 0.60585025 0.49000776 0.67193942 0.58211371] [ 0.74170768 0.44107688 0.6130656 0.28453339 0.47723867] [ 0.40153633 0.5478358 0.49891501 0.57213952 0.38760257] [ 0.50254005 0.42835222 0.53360581 0.68017452 0.33316926] [ 0.24274816 0.4956443 0.50918966 0.74752969 0.41705085] [ 0.50218854 0.65826246 0.48563146 0.61089993 0.36343731] [ 0.66392986 0.52528364 0.36219493 0.58456971 0.44103679] [ 0.39650828 0.47476509 0.36301233 0.60685677 0.52160103] [ 0.38358119 0.53381465 0.52952781 0.74234966 0.52418061] [ 0.55066961 0.42487287 0.50332142 0.69270106 0.39707057] Progress: 12.2% ... Training loss: 0.711 ... Validation loss: 1.236[ 0.59343963 0.39028947 0.63135107 0.40268564 0.50373115] [ 0.71559534 0.42118431 0.4620083 0.19621663 0.38708131] [ 0.51153327 0.50181443 0.55268495 0.63086723 0.36905765] [ 0.57797862 0.46419118 0.60304086 0.29852693 0.52128532] [ 0.64963342 0.54915661 0.5105805 0.52546505 0.29408303] [ 0.25727089 0.43943275 0.61061226 0.66771575 0.43348366] [ 0.58014073 0.56024975 0.46738248 0.64653174 0.45612814] [ 0.61254798 0.41621737 0.53008483 0.23093712 0.5020848 ] [ 0.65374518 0.62295077 0.45086322 0.46881372 0.30080036] [ 0.44466983 0.53020921 0.45240375 0.4867798 0.49757914] [ 0.50426072 0.49198732 0.40782356 0.47851429 0.30714837] [ 0.45314598 0.45082647 0.51684484 0.53731652 0.41966723] [ 0.45253006 0.61841274 0.50710166 0.61500519 0.3521524 ] [ 0.60678905 0.53099401 0.53323565 0.43157668 0.44935996] [ 0.32420415 0.52925155 0.50258906 0.6633186 0.5669726 ] [ 0.52783962 0.74972822 0.395025 0.78651353 0.48538661] [ 0.28401425 0.46682104 0.57929728 0.72531248 0.58377536] [ 0.4398007 0.54796622 0.55990525 0.50743802 0.50946541] [ 0.64322932 0.49749201 0.59721497 0.22394401 0.46578857] [ 0.77424297 0.50478266 0.5624455 0.14233216 0.50020259] [ 0.66698664 0.3900821 0.62521544 0.27084458 0.49428511] [ 0.68486148 0.41891733 0.45293553 0.5078409 0.39781142] [ 0.44518575 0.49975404 0.4940995 0.66765955 0.36396075] [ 0.7743016 0.4422799 0.60345455 0.38535188 0.40456174] [ 0.76912737 0.39230481 0.5761242 0.36880278 0.41822213] [ 0.32688322 0.57178793 0.49192636 0.53603276 0.54577215] [ 0.72334665 0.53001023 0.53976967 0.44171722 0.42842101] [ 0.7623624 0.45589406 0.52669022 0.16469565 0.40956802] [ 0.66242306 0.54758692 0.37642994 0.60123425 0.29968402] [ 0.48652153 0.67608826 0.46000874 0.73507113 0.45196182] [ 0.22622398 0.47932282 0.46436322 0.75328815 0.44369847] [ 0.37097555 0.49205786 0.51729999 0.78571406 0.44773297] [ 0.22817851 0.54932519 0.34961228 0.7911465 0.59368805] [ 0.30947904 0.46803137 0.68162596 0.75958109 0.39999262] [ 0.64977593 0.54242179 0.38861171 0.47198578 0.26625617] [ 0.57476234 0.53930859 0.52493672 0.48671727 0.38185226] [ 0.29208823 0.44089699 0.57333844 0.6114013 0.48526348] [ 0.18976958 0.67243772 0.34765869 0.89654195 0.43533384] [ 0.38395349 0.59564367 0.42665556 0.48502123 0.48329408] [ 0.74667674 0.46152251 0.53698567 0.20225987 0.51050064] [ 0.35151174 0.5286493 0.57436843 0.76118687 0.49377973] [ 0.22914434 0.37938091 0.49586463 0.76582867 0.57378336] [ 0.29657458 0.52920867 0.52102677 0.62369877 0.45288423] [ 0.38547419 0.58410373 0.55500085 0.70907997 0.4400282 ] [ 0.23673724 0.56182653 0.49441005 0.89773778 0.52553363] [ 0.50124749 0.49966703 0.44444686 0.41993127 0.3703658 ] [ 0.68334746 0.51139112 0.43694115 0.37176904 0.3459061 ] [ 0.59396162 0.42586552 0.4227095 0.60363888 0.34496452] [ 0.15788562 0.52907325 0.37719679 0.88731491 0.5977143 ] [ 0.73659612 0.55408718 0.52436279 0.60963991 0.33037696] [ 0.72884515 0.52564484 0.42758834 0.3503164 0.41193955] [ 0.31661175 0.46281935 0.53302776 0.76254838 0.42660776] [ 0.54268452 0.60687691 0.42927215 0.53358319 0.44709325] [ 0.34557147 0.42416741 0.54214785 0.78994646 0.46255084] [ 0.36933743 0.57001966 0.55287525 0.61209112 0.55874795] [ 0.34376487 0.57617998 0.40530904 0.69183484 0.4944867 ] [ 0.43585354 0.46412518 0.56911804 0.63955887 0.36510742] [ 0.62301975 0.47217797 0.53571735 0.30654713 0.54476205] [ 0.69842551 0.40563257 0.47574776 0.36870059 0.36292842] [ 0.09668435 0.4986295 0.56266449 0.92843388 0.53252185] [ 0.78417866 0.47265749 0.45732344 0.37280955 0.39641116] [ 0.53917426 0.47208062 0.59885961 0.43104036 0.56573351] [ 0.67311789 0.53701785 0.54749142 0.50331843 0.41185931] [ 0.46765082 0.51947412 0.40928247 0.37495256 0.38755792] [ 0.57192261 0.44125965 0.57736636 0.56281211 0.40240992] [ 0.44409872 0.4497907 0.60768307 0.67351094 0.44491686] [ 0.58455021 0.39985938 0.52719104 0.39787749 0.40216165] [ 0.23993856 0.62513429 0.42581225 0.65908834 0.49043578] [ 0.78417637 0.37942116 0.42858297 0.34332218 0.46755874] [ 0.30692659 0.63517431 0.48670529 0.7960088 0.54312446] [ 0.77569298 0.36341187 0.61584416 0.17615303 0.49172777] [ 0.4785878 0.32065715 0.54782366 0.76240602 0.43099512] [ 0.78206015 0.35376112 0.58213436 0.22654361 0.36514604] [ 0.28056458 0.40467014 0.52423276 0.78487531 0.39950092] [ 0.4399021 0.5346803 0.39409654 0.66623083 0.3212864 ] [ 0.55000318 0.53381892 0.51456376 0.41677439 0.41477658] [ 0.16781504 0.63836629 0.53357694 0.93763897 0.57655573] [ 0.64465687 0.50279226 0.39784115 0.42225414 0.39184858] [ 0.68048775 0.53506233 0.50312467 0.36906032 0.40146128] [ 0.274484 0.50820722 0.53924211 0.74961072 0.33503299] [ 0.35901547 0.56081694 0.3855315 0.76306764 0.3103215 ] [ 0.15518299 0.49980198 0.47671124 0.82902318 0.46986932] [ 0.12815546 0.50155316 0.55250163 0.9205602 0.64199564] [ 0.25654688 0.68668108 0.32000704 0.77154465 0.54655008] [ 0.36604289 0.38101486 0.57039049 0.79008164 0.45851194] [ 0.75692112 0.50889326 0.51440439 0.30558808 0.45086148] [ 0.39439769 0.50896742 0.55293809 0.71807719 0.4574021 ] [ 0.38307913 0.52111299 0.39733266 0.7963555 0.35704672] [ 0.35282025 0.58591817 0.49989189 0.77673293 0.33832079] [ 0.6333562 0.4610902 0.45109613 0.41346732 0.46961611] [ 0.47114939 0.4489966 0.54569864 0.63245633 0.51672597] [ 0.30953969 0.46907657 0.52647368 0.73174613 0.50612965] [ 0.74381899 0.43586338 0.57409962 0.28116145 0.45362012] [ 0.22388359 0.55484939 0.46053861 0.78893601 0.40353567] [ 0.66301716 0.43143028 0.58586581 0.43280145 0.43331655] [ 0.28424161 0.54742688 0.45265186 0.77326152 0.58313072] [ 0.57202903 0.53189412 0.51370273 0.49247871 0.48837261] [ 0.35560248 0.58943615 0.40983905 0.70444265 0.52325988] [ 0.67856699 0.54065378 0.43273922 0.3803741 0.432582 ] [ 0.42919512 0.43600636 0.58784123 0.77149755 0.41090605] [ 0.79182929 0.33569473 0.71054796 0.25577985 0.34514605] [ 0.52404633 0.48908818 0.50684188 0.58854848 0.39512362] [ 0.29097216 0.5034404 0.56096399 0.66841904 0.6104543 ] [ 0.56349568 0.38563155 0.49708461 0.33122553 0.47177172] [ 0.37525413 0.57359818 0.41861792 0.73058365 0.44777879] [ 0.7005109 0.40822579 0.53345069 0.39720361 0.43434488] [ 0.2204297 0.52236523 0.43991632 0.71163899 0.56955383] [ 0.25738878 0.52889874 0.52778207 0.83880448 0.44138807] [ 0.56729694 0.50122026 0.57452296 0.4374149 0.37932116] [ 0.47631261 0.46400753 0.56060379 0.40694277 0.62692705] [ 0.49298337 0.3968561 0.61167978 0.58655261 0.3365703 ] [ 0.84405377 0.48248635 0.3934735 0.38212154 0.38974095] [ 0.65163982 0.4643698 0.39037478 0.58715824 0.46080583] [ 0.49543096 0.58611536 0.55311224 0.65592951 0.43973716] [ 0.42160101 0.48848508 0.62964544 0.59489321 0.6041606 ] [ 0.52516859 0.53223667 0.46023681 0.59606146 0.3509786 ] [ 0.33314334 0.54815925 0.48293437 0.78196063 0.32259633] [ 0.30014034 0.42653382 0.54867849 0.65285651 0.5090807 ] [ 0.22068335 0.56946532 0.36988678 0.79790344 0.5392559 ] [ 0.78161726 0.29197376 0.50709226 0.21249933 0.36768278] [ 0.26073849 0.51505668 0.58066615 0.77165261 0.4981938 ] [ 0.85709753 0.36521636 0.50491055 0.2114471 0.33298219] [ 0.2952861 0.54796854 0.50365504 0.71472603 0.63082898] [ 0.79059192 0.40400189 0.55777677 0.22432209 0.43673494] [ 0.22834567 0.47062188 0.54599424 0.82426141 0.52921301] [ 0.42155145 0.54200893 0.51995404 0.78546688 0.4555147 ] [ 0.60422718 0.4572741 0.56370857 0.49988131 0.37005863] [ 0.20493059 0.49700259 0.44861978 0.84457046 0.53300726] Progress: 12.2% ... Training loss: 0.710 ... Validation loss: 1.241[ 0.19532369 0.56763748 0.38262165 0.78395955 0.54879888] [ 0.15389371 0.56744141 0.55421136 0.7707834 0.57966189] [ 0.56614286 0.45428203 0.37449699 0.31446349 0.41101137] [ 0.28711604 0.59585169 0.40345442 0.63843209 0.48320487] [ 0.24422417 0.54459888 0.46890194 0.81716664 0.42547383] [ 0.78677293 0.39339115 0.56811034 0.27736726 0.46596062] [ 0.1786373 0.39428177 0.42847815 0.86343193 0.54559575] [ 0.68158849 0.3431321 0.47554694 0.28639416 0.46717207] [ 0.35251927 0.61168197 0.42772721 0.57714362 0.58304021] [ 0.48796344 0.59366242 0.39607767 0.63302314 0.47961248] [ 0.66758737 0.4002361 0.60329537 0.38868449 0.57788326] [ 0.41205265 0.51769465 0.41568343 0.56631218 0.51743752] [ 0.39415327 0.43209989 0.69189449 0.57691933 0.51021111] [ 0.32389939 0.5908223 0.36436572 0.65172541 0.42240306] [ 0.77230153 0.51962106 0.34331172 0.53143595 0.25268087] [ 0.59371322 0.53636418 0.58044998 0.56996448 0.32519396] [ 0.61873665 0.5901756 0.38197979 0.57824719 0.42829681] [ 0.34025766 0.59913116 0.43564638 0.76419921 0.44544407] [ 0.34457421 0.54430364 0.4105085 0.57839691 0.37000054] [ 0.29020645 0.60511021 0.3185369 0.85840896 0.51778841] [ 0.60200677 0.43231367 0.50471252 0.5118604 0.36331384] [ 0.53469313 0.48059739 0.53824669 0.51671882 0.55114951] [ 0.83479197 0.41741049 0.56902497 0.29695243 0.46299349] [ 0.35419283 0.4324362 0.45951225 0.71335753 0.5724949 ] [ 0.61435742 0.42154922 0.56019917 0.40314111 0.46113501] [ 0.35933265 0.6868758 0.41526731 0.81266148 0.43152757] [ 0.09657641 0.48034313 0.57096166 0.93326018 0.68892844] [ 0.32570405 0.45848794 0.60465167 0.77854674 0.44175845] [ 0.76958325 0.3076755 0.5267708 0.26829644 0.32326273] [ 0.53632891 0.59253743 0.46811028 0.57059654 0.52510449] [ 0.74439788 0.4454788 0.47222209 0.2566754 0.40380588] [ 0.15450289 0.53867099 0.43922087 0.83680971 0.43300801] [ 0.27584666 0.71861281 0.35954125 0.85030454 0.35859738] [ 0.6757702 0.53518879 0.51747812 0.53960192 0.37703074] [ 0.56414463 0.41780938 0.61113846 0.57400208 0.35229595] [ 0.26027464 0.40893797 0.61411945 0.76237749 0.42322308] [ 0.64998087 0.40363735 0.54895031 0.41088229 0.51903722] [ 0.76774366 0.303264 0.45989632 0.16778411 0.38155765] [ 0.67930099 0.41684954 0.42149549 0.33041905 0.36776094] [ 0.19930032 0.55854924 0.40277548 0.85382981 0.35569994] [ 0.70385036 0.45777841 0.57537255 0.41370548 0.53708884] [ 0.38607068 0.57828516 0.5455194 0.6116721 0.4947979 ] [ 0.270185 0.64949668 0.41575668 0.75717241 0.49021795] [ 0.23659556 0.56794818 0.35232481 0.73923076 0.56262841] [ 0.6459211 0.53603821 0.41248419 0.35602194 0.38037578] [ 0.72847479 0.39485238 0.47874538 0.38185396 0.32181626] [ 0.49836204 0.52304446 0.44308247 0.49547611 0.32002684] [ 0.60924638 0.46851977 0.54340202 0.41965668 0.53155847] [ 0.64841663 0.4190193 0.4454797 0.36671162 0.47030988] [ 0.43464522 0.37540405 0.47931191 0.59913401 0.35802337] [ 0.72264732 0.32159852 0.57540653 0.49749351 0.43533274] [ 0.69099892 0.5591775 0.56495323 0.61486967 0.42738331] [ 0.31985112 0.32989829 0.45052949 0.70182074 0.60064917] [ 0.52527126 0.49586851 0.50468115 0.63392443 0.3866901 ] [ 0.1136273 0.52644645 0.43520602 0.84673421 0.45689875] [ 0.37697833 0.47750023 0.51138912 0.48814193 0.49243182] [ 0.6821143 0.43915331 0.59012675 0.34408104 0.40145401] [ 0.68009506 0.5322776 0.49548749 0.61119483 0.35563881] [ 0.72628884 0.42800289 0.59977665 0.32736091 0.43275437] [ 0.51684039 0.56384754 0.41645057 0.70791552 0.3162178 ] [ 0.7257145 0.49298838 0.68718545 0.33422768 0.39722885] [ 0.28319636 0.52915146 0.61775235 0.7164166 0.58787667] [ 0.63213146 0.47645233 0.49931 0.47779804 0.35286724] [ 0.5343707 0.46184263 0.52974573 0.41001315 0.60098693] [ 0.49632043 0.42660228 0.58554844 0.5757605 0.49731339] [ 0.50746229 0.54829659 0.4020351 0.53394184 0.48818526] [ 0.49359932 0.44072426 0.57280545 0.63796369 0.4836406 ] [ 0.7476805 0.32269563 0.63759494 0.19284909 0.40833413] [ 0.41086117 0.44715267 0.56245103 0.67742912 0.56602958] [ 0.52810471 0.3930683 0.63154753 0.56181783 0.4792732 ] [ 0.69991573 0.46049221 0.66212303 0.43651939 0.45806374] [ 0.74365233 0.27790416 0.4353941 0.21606725 0.45995878] [ 0.46867756 0.61334751 0.46026725 0.52877978 0.640954 ] [ 0.40175542 0.58510606 0.5161304 0.76096258 0.4039904 ] [ 0.38948312 0.40873464 0.63574367 0.72767332 0.48918592] [ 0.56095242 0.42035552 0.58061277 0.51552629 0.43960338] [ 0.5707836 0.66049917 0.40722543 0.62310847 0.38125248] [ 0.57530098 0.39173072 0.31827657 0.54370468 0.44115956] [ 0.36512848 0.61495376 0.60369598 0.65280384 0.55927607] [ 0.5471618 0.40361664 0.73828061 0.59877006 0.3876358 ] [ 0.74171632 0.40278246 0.48992343 0.29946046 0.37447039] [ 0.6258167 0.52071691 0.48917 0.44262451 0.40294745] [ 0.65965537 0.59263196 0.45829518 0.42263306 0.4676872 ] [ 0.37247153 0.54919927 0.4570384 0.69253969 0.35425103] [ 0.84871208 0.35511008 0.65459704 0.25512103 0.43464209] [ 0.76343947 0.3633041 0.59627362 0.28059648 0.36839832] [ 0.6633194 0.46096622 0.52287284 0.58160712 0.39839189] [ 0.50202109 0.51904079 0.43181374 0.50952666 0.36259812] [ 0.4958763 0.40523962 0.54219078 0.64716724 0.40843806] [ 0.614202 0.61459333 0.41151205 0.61324101 0.43744992] [ 0.48114807 0.43595538 0.4919176 0.71951739 0.33603693] [ 0.83055068 0.3517889 0.59350358 0.16823369 0.37713855] [ 0.63523304 0.59879811 0.37199148 0.45157945 0.39537019] [ 0.74480292 0.34528018 0.63481137 0.25500474 0.40077579] [ 0.44795608 0.35781123 0.61971481 0.72622827 0.4704541 ] [ 0.71029363 0.6081138 0.36689229 0.71067401 0.37422905] [ 0.47104719 0.55316221 0.42854021 0.57115495 0.40992092] [ 0.48425691 0.47736694 0.50145911 0.78489668 0.44199128] [ 0.75804148 0.49804031 0.48278727 0.35325138 0.35229168] [ 0.58772921 0.33620597 0.60072411 0.53239479 0.34342055] [ 0.11445123 0.59082063 0.41479301 0.92357753 0.52397905] [ 0.38527085 0.63111484 0.45650497 0.80023711 0.44447118] [ 0.11955575 0.55795279 0.37830025 0.85917934 0.46196581] [ 0.44533613 0.38771538 0.59620498 0.40845385 0.56570498] [ 0.63708065 0.47983357 0.56498447 0.38495065 0.55115705] [ 0.69904576 0.33375413 0.43496504 0.34312127 0.4430857 ] [ 0.10673551 0.5009871 0.56713768 0.87159817 0.56035223] [ 0.78975965 0.50203226 0.56393843 0.37102474 0.42496153] [ 0.65903584 0.46789017 0.52743649 0.39862802 0.55246613] [ 0.29206948 0.49952181 0.61247262 0.67939547 0.52196007] [ 0.42741712 0.48147061 0.52146865 0.58930987 0.50095316] [ 0.81075097 0.39057398 0.53019165 0.38801635 0.30976679] [ 0.68430318 0.58196018 0.47120949 0.64256548 0.39362081] [ 0.62775901 0.41320519 0.59891273 0.2244595 0.57033607] [ 0.29538009 0.54140056 0.41798671 0.853148 0.54326449] [ 0.15931159 0.5296587 0.52195423 0.87653618 0.58436932] [ 0.39693165 0.39208661 0.55713514 0.61345313 0.44080904] [ 0.34976146 0.48642416 0.42461845 0.62495597 0.46092851] [ 0.2327272 0.58694286 0.44188941 0.88982021 0.45880699] [ 0.42162867 0.50512109 0.54432923 0.57088338 0.3831593 ] [ 0.49478582 0.45715146 0.4509325 0.65231603 0.32638422] [ 0.68493418 0.46729093 0.53579641 0.41073017 0.43798841] [ 0.54862072 0.63708432 0.48775167 0.60390711 0.36524309] [ 0.42638601 0.56245383 0.3416448 0.61477628 0.4215424 ] [ 0.20830481 0.64659726 0.50961252 0.80459924 0.51612848] [ 0.90028818 0.37029359 0.51200893 0.18683547 0.4120483 ] [ 0.30063083 0.6494555 0.34793696 0.72635009 0.49168928] [ 0.29803087 0.6754165 0.32964367 0.84597668 0.60453687] Progress: 12.3% ... Training loss: 0.709 ... Validation loss: 1.241[ 0.40645069 0.47047778 0.466932 0.60899263 0.45776816] [ 0.65710074 0.47925027 0.68663164 0.49915056 0.42862556] [ 0.53874168 0.70224613 0.32828755 0.70244862 0.50178164] [ 0.41301742 0.41968288 0.49375004 0.62340171 0.38682675] [ 0.75367861 0.47404554 0.57289258 0.42173641 0.3518325 ] [ 0.56914135 0.46946365 0.55917711 0.41224936 0.32648705] [ 0.73922745 0.51652626 0.54894182 0.42180034 0.50806034] [ 0.1583057 0.541613 0.54402006 0.76535818 0.56188294] [ 0.74902793 0.37461568 0.39848221 0.26857841 0.33163758] [ 0.64030141 0.36938436 0.55198525 0.42994418 0.46398704] [ 0.26886711 0.60312147 0.37246042 0.85077476 0.56078624] [ 0.24358391 0.62451989 0.32769774 0.6686934 0.52321325] [ 0.74876714 0.35858219 0.48954972 0.30346857 0.43565521] [ 0.58554969 0.4367632 0.39200184 0.39407919 0.48299444] [ 0.64198739 0.35030862 0.47311801 0.28154675 0.42023223] [ 0.49913991 0.53264132 0.53929129 0.67733835 0.4626515 ] [ 0.27661391 0.53211418 0.37679153 0.74454256 0.54081481] [ 0.46451601 0.40271188 0.47589149 0.59753577 0.34363827] [ 0.81517396 0.50766715 0.56950753 0.42153809 0.34600126] [ 0.68090393 0.53194505 0.49559261 0.61063191 0.35552262] [ 0.43879853 0.56496064 0.4804222 0.50475328 0.5584672 ] [ 0.51447078 0.59343298 0.53252638 0.5312638 0.41824137] [ 0.33869695 0.56552132 0.34793347 0.79206938 0.46429012] [ 0.66085286 0.42716417 0.64045789 0.30258719 0.52756843] [ 0.86345887 0.4253979 0.44902351 0.20711864 0.27675146] [ 0.27794029 0.48105939 0.51216352 0.82281379 0.61215641] [ 0.343445 0.55400012 0.38874134 0.37958516 0.55146238] [ 0.38828808 0.57482626 0.60523848 0.62155889 0.54083023] [ 0.6080517 0.41471068 0.46710289 0.39016778 0.38191244] [ 0.82664155 0.35426295 0.51129686 0.37416676 0.50760027] [ 0.65995708 0.61582933 0.48828627 0.57069237 0.38701506] [ 0.0879421 0.55524654 0.41774129 0.918157 0.57449737] [ 0.5892324 0.40123876 0.60186569 0.26392451 0.46520639] [ 0.60693775 0.43150145 0.56170702 0.52300239 0.31833055] [ 0.62773867 0.52588369 0.3802476 0.47539928 0.30357282] [ 0.68457761 0.55690779 0.39062674 0.53476668 0.37137129] [ 0.30526131 0.69674944 0.39859718 0.82765458 0.47744345] [ 0.13370056 0.41819115 0.45501866 0.83034918 0.59502545] [ 0.28414569 0.61244893 0.48417458 0.6610453 0.44068297] [ 0.57996186 0.45261346 0.64770629 0.38735543 0.49828007] [ 0.30483666 0.66005027 0.26979333 0.82313015 0.54605162] [ 0.69605891 0.36382072 0.56035759 0.29345216 0.46025567] [ 0.65449392 0.33917123 0.51935751 0.47305237 0.43104752] [ 0.61688521 0.44971968 0.46279279 0.32039031 0.34947643] [ 0.49725872 0.42102091 0.45623759 0.55560163 0.33810929] [ 0.61971757 0.53752612 0.45921476 0.36868627 0.26992018] [ 0.79519603 0.33601621 0.63779981 0.20142722 0.45048324] [ 0.41512221 0.45742594 0.54285924 0.75966846 0.45649202] [ 0.34882246 0.51570899 0.41764595 0.79605323 0.3897547 ] [ 0.61447848 0.37004762 0.41147196 0.61313243 0.43811595] [ 0.47056838 0.46851809 0.48145812 0.69738392 0.31482047] [ 0.41305972 0.54890952 0.4717014 0.76694378 0.29525805] [ 0.2600949 0.44792425 0.63194981 0.78028904 0.65949708] [ 0.41397607 0.44449091 0.45540965 0.66705667 0.51908961] [ 0.55601717 0.59796679 0.40945828 0.72608796 0.43208871] [ 0.45321691 0.48351525 0.40991684 0.66086043 0.44971609] [ 0.45789308 0.41027837 0.57160283 0.49368567 0.41385897] [ 0.83268502 0.35582158 0.59147666 0.16496584 0.34117944] [ 0.47024859 0.40509161 0.53048576 0.61104727 0.32969583] [ 0.79145933 0.58505175 0.48959674 0.45490374 0.41230223] [ 0.53984358 0.59908566 0.51290498 0.57726574 0.50718452] [ 0.65264766 0.41183815 0.48516691 0.38556617 0.44986726] [ 0.68473589 0.40190752 0.6794966 0.40024309 0.4086661 ] [ 0.37319694 0.56515956 0.50332726 0.56944945 0.45737922] [ 0.33972152 0.53014034 0.40814422 0.73200963 0.48573161] [ 0.23663595 0.68435464 0.31406396 0.87706493 0.42353982] [ 0.86454331 0.29776616 0.48333761 0.1741456 0.4388268 ] [ 0.46022582 0.38537453 0.57313528 0.65769235 0.43770521] [ 0.30457839 0.42537935 0.49131253 0.77482635 0.33541414] [ 0.20241678 0.71787093 0.39700153 0.82589823 0.46638731] [ 0.55218715 0.46203448 0.6017922 0.44328666 0.547045 ] [ 0.6127389 0.49967344 0.56806775 0.44659784 0.55237695] [ 0.2611095 0.59798959 0.51870766 0.86012387 0.45507733] [ 0.7788541 0.47581278 0.47920018 0.31946294 0.26486695] [ 0.27424717 0.46263521 0.5691405 0.68424639 0.4912732 ] [ 0.61559748 0.54305691 0.43777816 0.3536742 0.3797088 ] [ 0.76153251 0.44350172 0.54005534 0.31765686 0.441835 ] [ 0.60600199 0.33844056 0.49870777 0.34311365 0.55162996] [ 0.66753053 0.48746757 0.67801494 0.46684627 0.4362486 ] [ 0.39164304 0.47063361 0.40305691 0.52071125 0.51068622] [ 0.49831493 0.56354676 0.45280324 0.540822 0.41779813] [ 0.6228147 0.3302018 0.45245721 0.36323147 0.47380489] [ 0.58441696 0.43512525 0.58881565 0.50455229 0.58349878] [ 0.79708705 0.3190817 0.51161563 0.24130768 0.37718449] [ 0.21914762 0.52484346 0.48017078 0.83970359 0.52438805] [ 0.31188031 0.44977111 0.42731953 0.68196491 0.52580898] [ 0.32807899 0.60457685 0.30422703 0.79140538 0.41488837] [ 0.11639677 0.57679061 0.45703492 0.90886942 0.50631936] [ 0.87466015 0.33975589 0.56711747 0.21542154 0.37668345] [ 0.42754788 0.56451577 0.42744495 0.76440397 0.50554522] [ 0.73086686 0.29509191 0.60032149 0.44195806 0.41276031] [ 0.31841834 0.48377402 0.5082052 0.56913977 0.50366962] [ 0.47862895 0.46168558 0.5486935 0.7425257 0.40239807] [ 0.59051562 0.36817975 0.5649772 0.35320834 0.42824489] [ 0.3336983 0.49537398 0.31472773 0.84978796 0.53584481] [ 0.65645776 0.38255659 0.48162651 0.31343189 0.44337106] [ 0.49485634 0.37231431 0.60644788 0.60206606 0.46272442] [ 0.71920423 0.48055315 0.5805944 0.42154607 0.38865858] [ 0.11941671 0.42186184 0.49304816 0.80948095 0.54435669] [ 0.40579176 0.4955311 0.47801441 0.51498702 0.46615458] [ 0.71681814 0.48527675 0.41429074 0.42345587 0.45354593] [ 0.16856689 0.60795494 0.54986112 0.86867662 0.46657732] [ 0.78486059 0.47226794 0.45745066 0.37222971 0.3962619 ] [ 0.11312503 0.55529212 0.6014 0.8522459 0.68072023] [ 0.19289253 0.66888265 0.32714039 0.77469052 0.52854853] [ 0.3230394 0.69610888 0.36637399 0.82486882 0.40726027] [ 0.31244724 0.69623538 0.35141965 0.70030322 0.50148983] [ 0.56239653 0.55649321 0.46478525 0.54945873 0.51217096] [ 0.62394649 0.56662913 0.44014846 0.62743448 0.39757531] [ 0.67265909 0.44235268 0.46959497 0.36694655 0.46012622] [ 0.35011429 0.55118023 0.51482054 0.62955626 0.43633264] [ 0.65021328 0.53771617 0.42915456 0.66833538 0.31952089] [ 0.14742712 0.69722023 0.30559222 0.9009259 0.41664824] [ 0.67712835 0.50034843 0.49407607 0.34714481 0.42190239] [ 0.20790593 0.61837197 0.43202595 0.79064686 0.43387407] [ 0.35664889 0.51326913 0.43125522 0.52142627 0.57097158] [ 0.61239896 0.57409136 0.54606399 0.52146246 0.39806611] [ 0.47461855 0.58767712 0.29782957 0.43437552 0.45713574] [ 0.17462128 0.62021401 0.32440702 0.89459691 0.39988601] [ 0.47484868 0.3543611 0.49380125 0.66606648 0.39248727] [ 0.17151121 0.55478916 0.53456035 0.87335784 0.5947631 ] [ 0.49544071 0.3676161 0.55429824 0.66435159 0.45942853] [ 0.26891012 0.48045581 0.45189612 0.78452002 0.3548873 ] [ 0.34891581 0.45616307 0.35832401 0.75840165 0.36951483] [ 0.41188803 0.44174308 0.56817484 0.56381313 0.49226308] [ 0.7622514 0.5293849 0.4980458 0.4178292 0.33311838] [ 0.50632074 0.56144845 0.48187169 0.52046014 0.38150485] [ 0.60110247 0.52319615 0.45589169 0.45685664 0.38973574] Progress: 12.3% ... Training loss: 0.709 ... Validation loss: 1.236[ 0.17162075 0.66664711 0.34508533 0.91142765 0.43340292] [ 0.33086199 0.43413533 0.4197533 0.86227413 0.43050693] [ 0.86820008 0.47044928 0.50954772 0.24212258 0.36983722] [ 0.60533648 0.41793872 0.57699709 0.3663827 0.45634899] [ 0.47377003 0.42371597 0.33035089 0.61422071 0.45985065] [ 0.81944343 0.52686827 0.57287194 0.37549284 0.38143493] [ 0.50771619 0.39693067 0.50871829 0.55382625 0.52779142] [ 0.58040917 0.56032082 0.46736136 0.6464209 0.45616615] [ 0.68540321 0.5815231 0.47135345 0.64184118 0.39345493] [ 0.76295667 0.3893308 0.47448235 0.2697052 0.48525213] [ 0.27345937 0.33052936 0.59203817 0.79348452 0.38085522] [ 0.36813498 0.69519485 0.30173581 0.77158623 0.45708831] [ 0.26433759 0.62982947 0.32359264 0.82150036 0.54391485] [ 0.47122553 0.60383207 0.46591027 0.57045055 0.46765955] [ 0.64928813 0.4721095 0.52575815 0.4003976 0.29622641] [ 0.6781572 0.32475035 0.57997146 0.43326573 0.43850712] [ 0.48738084 0.58870209 0.43727871 0.51970589 0.40668298] [ 0.50499178 0.58618373 0.44075335 0.51834272 0.46996583] [ 0.39053043 0.650304 0.33936749 0.70749833 0.46447017] [ 0.85706622 0.3749164 0.48799853 0.22851392 0.28866916] [ 0.33446711 0.41722752 0.56527398 0.71910971 0.40151588] [ 0.56908698 0.40572022 0.58398638 0.38427442 0.44013653] [ 0.49983055 0.43784717 0.42953367 0.49412041 0.38355181] [ 0.76195296 0.3885397 0.58159761 0.41844764 0.42996106] [ 0.57205198 0.57010022 0.44118164 0.54592045 0.37781347] [ 0.28977166 0.46102724 0.52141589 0.65265566 0.57336849] [ 0.68038908 0.44464331 0.49929159 0.39809726 0.35239042] [ 0.31508637 0.50491527 0.5805569 0.72791048 0.37802398] [ 0.32195264 0.60901734 0.53710514 0.86997078 0.50505596] [ 0.68576298 0.40378502 0.41850562 0.2902475 0.40749458] [ 0.64932341 0.65607215 0.46508109 0.54504239 0.55929581] [ 0.51840323 0.5347181 0.57345837 0.55518477 0.36005518] [ 0.61470072 0.43738153 0.54322228 0.23828015 0.51458959] [ 0.62885793 0.43897002 0.51444266 0.41965324 0.43326563] [ 0.7438736 0.2804758 0.4070096 0.25025228 0.33303756] [ 0.5653521 0.59309404 0.44598703 0.57131591 0.48352596] [ 0.70784613 0.36888572 0.42239995 0.65449039 0.38497144] [ 0.82812546 0.34597797 0.48103379 0.29307299 0.39265857] [ 0.63272484 0.48198347 0.67076107 0.44096579 0.39174239] [ 0.46784245 0.43690566 0.61120563 0.45245208 0.67925428] [ 0.42712332 0.49640251 0.53717854 0.66178283 0.40068645] [ 0.3676374 0.45861852 0.40440086 0.45081073 0.51601899] [ 0.87304273 0.42467512 0.45901955 0.17814022 0.33226082] [ 0.09239334 0.53669873 0.40992021 0.89704798 0.45470421] [ 0.71746893 0.49720623 0.58808549 0.42472283 0.44441841] [ 0.43231812 0.45233395 0.57778086 0.72171968 0.41280454] [ 0.80053512 0.48271131 0.40974953 0.42487304 0.37460555] [ 0.23542764 0.4206549 0.43743213 0.5888023 0.73558006] [ 0.61219279 0.37447964 0.54155923 0.56048022 0.56662743] [ 0.35636731 0.45866463 0.53485733 0.81050583 0.48380802] [ 0.47439972 0.55669224 0.45140695 0.40372032 0.46259817] [ 0.72023852 0.42089603 0.47740071 0.36602288 0.35380815] [ 0.53205449 0.48107503 0.50853344 0.63230129 0.4872098 ] [ 0.65585478 0.50095686 0.46998189 0.40430094 0.44371436] [ 0.35946307 0.4835402 0.30291627 0.72185287 0.34160104] [ 0.66225768 0.62218582 0.46070081 0.54193555 0.34298928] [ 0.54979019 0.58458759 0.3723235 0.54531939 0.33577811] [ 0.63204016 0.45637567 0.54119514 0.45741403 0.40402679] [ 0.54313437 0.51640038 0.46977721 0.66455417 0.33153764] [ 0.80977321 0.48598641 0.59007938 0.29050753 0.38943838] [ 0.53589692 0.44360431 0.63873299 0.7392981 0.30718423] [ 0.71405423 0.51820143 0.54114027 0.22674249 0.48308627] [ 0.72553925 0.45297338 0.56023706 0.1587833 0.41296343] [ 0.64996459 0.53787856 0.42911152 0.6683493 0.31958239] [ 0.2198587 0.60134118 0.37984102 0.71070293 0.43242162] [ 0.58805198 0.61297777 0.45626175 0.52543978 0.43716764] [ 0.4496925 0.46133366 0.48110351 0.72082711 0.3182651 ] [ 0.74019689 0.40287009 0.52932589 0.29175203 0.3148165 ] [ 0.49390426 0.42413601 0.29014188 0.51991709 0.44273372] [ 0.36227683 0.52823952 0.4990963 0.76043735 0.34092029] [ 0.14909874 0.58704773 0.52272845 0.84946963 0.5204181 ] [ 0.75745164 0.32972495 0.56772243 0.24625071 0.4070135 ] [ 0.64881955 0.43010073 0.56353834 0.5188717 0.45696053] [ 0.75875066 0.47443146 0.52076864 0.48618589 0.39274577] [ 0.37981467 0.45981634 0.57409965 0.71556425 0.45218951] [ 0.48868106 0.41624946 0.43546279 0.63767502 0.55991269] [ 0.35720643 0.62068967 0.51936037 0.80447498 0.43871116] [ 0.4830231 0.50986072 0.41892988 0.47710181 0.44156533] [ 0.6325567 0.35274194 0.62983652 0.27627703 0.56743892] [ 0.71799571 0.34693617 0.5306908 0.29711657 0.35348271] [ 0.50124784 0.35744337 0.59625997 0.62343753 0.47098218] [ 0.55481435 0.60415141 0.40977184 0.64813734 0.47137671] [ 0.6842878 0.43826428 0.59040466 0.34283992 0.4011027 ] [ 0.48552563 0.52025804 0.58056296 0.73994208 0.4159014 ] [ 0.56864834 0.56451136 0.36264582 0.43731272 0.45754771] [ 0.49971038 0.55594061 0.53884475 0.58657463 0.57378233] [ 0.34050013 0.54136214 0.48039202 0.64916409 0.56797711] [ 0.47631015 0.64492698 0.51493815 0.61404186 0.47350719] [ 0.74258571 0.55698435 0.45156313 0.34968775 0.43989139] [ 0.57785148 0.49047669 0.58266083 0.26467647 0.48401408] [ 0.63158207 0.47095326 0.47009809 0.55642494 0.35052032] [ 0.28765202 0.50559948 0.50449146 0.69706303 0.61242581] [ 0.10679222 0.50545311 0.55841498 0.90707051 0.6153029 ] [ 0.63158469 0.55034563 0.52979306 0.50799292 0.50189945] [ 0.60164308 0.52979093 0.43858099 0.43922761 0.52098458] [ 0.48894041 0.49712357 0.55478367 0.61921726 0.55042733] [ 0.48485427 0.54398655 0.47849596 0.54582149 0.63528928] [ 0.20921218 0.45098915 0.41478986 0.87020316 0.4285036 ] [ 0.44240618 0.32030882 0.52537697 0.55839405 0.50432887] [ 0.45112564 0.5430735 0.62303911 0.5598479 0.5279977 ] [ 0.19981414 0.4458389 0.42820715 0.84646926 0.45631906] [ 0.30249862 0.67903395 0.37118912 0.822032 0.5076051 ] [ 0.15075438 0.53372884 0.43413827 0.79475566 0.50040456] [ 0.59667141 0.55312791 0.46983361 0.57385334 0.31737231] [ 0.40968344 0.59624875 0.48030374 0.67415431 0.51055178] [ 0.15768844 0.47791245 0.55730571 0.65373633 0.62090459] [ 0.28077286 0.6259534 0.40470421 0.83561779 0.57648463] [ 0.60578924 0.54421461 0.55646944 0.49276349 0.32523311] [ 0.2637245 0.40773854 0.45138558 0.83485964 0.43169751] [ 0.36158922 0.67322322 0.45436068 0.75289143 0.51495358] [ 0.21901053 0.41819264 0.4116037 0.79600278 0.48411794] [ 0.6930121 0.44514767 0.43159559 0.3925538 0.35221442] [ 0.5417376 0.47077849 0.52373654 0.67280623 0.35759003] [ 0.84033541 0.40729162 0.54986883 0.28556282 0.43494317] [ 0.6587357 0.50231657 0.57934527 0.55573408 0.42530518] [ 0.47808275 0.51704643 0.45144989 0.55251952 0.43640032] [ 0.39421971 0.50229225 0.39021946 0.66461811 0.42050163] [ 0.72823272 0.51069275 0.4158876 0.33696062 0.47502298] [ 0.23232171 0.59655383 0.44691634 0.83405078 0.45300899] [ 0.62609701 0.4367483 0.51041996 0.29438304 0.41217225] [ 0.43286721 0.55688618 0.48068355 0.53934109 0.54706686] [ 0.20643002 0.56934505 0.40958151 0.84176805 0.37900634] [ 0.20207856 0.46052347 0.45657296 0.83892323 0.57971696] [ 0.62587157 0.47602089 0.60241362 0.34683962 0.46501958] [ 0.46250379 0.46778075 0.38598934 0.64389129 0.51353856] [ 0.85629477 0.42298555 0.59943902 0.14052689 0.29561861] [ 0.36361525 0.56593811 0.33873343 0.58445032 0.49474144] [ 0.81744652 0.40956351 0.50112861 0.36125063 0.36129348] Progress: 12.4% ... Training loss: 0.708 ... Validation loss: 1.241[ 0.45200895 0.29382322 0.60903299 0.70633439 0.56148851] [ 0.37181774 0.52488817 0.53878 0.67398635 0.37497894] [ 0.37264643 0.4784958 0.63725873 0.48029344 0.46268395] [ 0.58219337 0.54831878 0.66555808 0.35576103 0.56064237] [ 0.44974692 0.48450458 0.51087166 0.46713054 0.47300843] [ 0.4586737 0.66494188 0.42584158 0.75029147 0.51395706] [ 0.33483393 0.56509177 0.35985226 0.69839391 0.43262537] [ 0.48331435 0.47009768 0.51787022 0.73525217 0.40139017] [ 0.29155738 0.47054372 0.6343543 0.80430396 0.4629557 ] [ 0.5016111 0.57814238 0.54750075 0.5838233 0.36248474] [ 0.35603123 0.51372567 0.43112211 0.52178354 0.57116634] [ 0.73329459 0.28607681 0.57220986 0.27051538 0.43536517] [ 0.5024813 0.4736469 0.38757126 0.66846018 0.40026184] [ 0.57037267 0.53420433 0.48894293 0.58303964 0.36105381] [ 0.25809372 0.66453594 0.43337757 0.74848166 0.53515504] [ 0.87103982 0.33474896 0.48545943 0.15448687 0.37547878] [ 0.43781045 0.58680572 0.35526271 0.65777449 0.49304786] [ 0.43890195 0.55409334 0.38409118 0.61787913 0.41110049] [ 0.758516 0.39731356 0.47191987 0.16425045 0.43696871] [ 0.48579923 0.32043511 0.4213365 0.5587961 0.40920686] [ 0.35491648 0.37023833 0.62336066 0.34062227 0.61273787] [ 0.29534481 0.47737831 0.39994394 0.60522202 0.58360384] [ 0.69912787 0.42435896 0.39850273 0.25914642 0.32286654] [ 0.4072503 0.67527737 0.31972985 0.72275946 0.45289897] [ 0.3719549 0.61994836 0.4679512 0.66834909 0.4016015 ] [ 0.45762537 0.41054723 0.57152225 0.49375574 0.41398296] [ 0.74673215 0.41206987 0.50821812 0.25109025 0.44249946] [ 0.43074009 0.53812568 0.50755032 0.65815283 0.46616539] [ 0.76791617 0.49885213 0.38883613 0.35030981 0.3018531 ] [ 0.56809609 0.63889833 0.46401252 0.59605582 0.4717817 ] [ 0.7626396 0.20867316 0.47219525 0.26444984 0.36510079] [ 0.78184065 0.34463233 0.49753339 0.184138 0.4135658 ] [ 0.62329254 0.49401565 0.37339905 0.35047532 0.40639338] [ 0.38128375 0.41270725 0.51330873 0.7975723 0.46341266] [ 0.46420888 0.47494411 0.57074239 0.65951584 0.43155641] [ 0.50821988 0.56982985 0.53000217 0.50761522 0.47999304] [ 0.76890715 0.4751004 0.48208241 0.25498943 0.39721128] [ 0.43807852 0.57998496 0.46612496 0.67681591 0.52650929] [ 0.21368105 0.60031158 0.60632796 0.73368539 0.6450152 ] [ 0.6927351 0.45959165 0.40783201 0.5233742 0.32973272] [ 0.41921428 0.37067204 0.46525553 0.52135088 0.45914244] [ 0.57434675 0.41350806 0.38859879 0.50920696 0.54163092] [ 0.47191128 0.37841566 0.44817267 0.72662597 0.55777643] [ 0.286107 0.50457361 0.61435159 0.7000688 0.40422576] [ 0.75160896 0.27413751 0.55133548 0.28408024 0.45945987] [ 0.77867478 0.40991251 0.50362933 0.18590852 0.4162181 ] [ 0.26034664 0.60964655 0.31639985 0.77910902 0.50413366] [ 0.6367355 0.34021008 0.59097547 0.18986526 0.53314962] [ 0.30891427 0.47389844 0.53194895 0.81028462 0.4933079 ] [ 0.75626468 0.34082228 0.55963811 0.29005895 0.34261624] [ 0.52178146 0.35370824 0.60251069 0.58254563 0.40964205] [ 0.66237367 0.42586429 0.39372762 0.36279583 0.34461017] [ 0.33664679 0.61635368 0.51487854 0.52698834 0.49787861] [ 0.37555255 0.6233018 0.38057912 0.77995727 0.41286818] [ 0.65251223 0.49665619 0.59244932 0.50339995 0.44359058] [ 0.51503534 0.5163452 0.46353723 0.6357733 0.4184397 ] [ 0.55411767 0.53857195 0.490365 0.65230273 0.41359883] [ 0.5874567 0.49298394 0.55517733 0.47315337 0.56378215] [ 0.54013501 0.4717946 0.59894865 0.43073599 0.56560901] [ 0.72243044 0.30312576 0.62839027 0.24607185 0.41801726] [ 0.29029136 0.601058 0.52404416 0.69375774 0.59584232] [ 0.60342625 0.58535408 0.28564161 0.58162085 0.42289773] [ 0.70501889 0.42989844 0.50639115 0.1654851 0.37028081] [ 0.87801112 0.34519726 0.55991248 0.31831698 0.41946768] [ 0.49893742 0.54193273 0.62927385 0.62613124 0.34777383] [ 0.46936154 0.55355897 0.53952675 0.49371179 0.52088658] [ 0.67739502 0.53141446 0.45245898 0.41806199 0.41186291] [ 0.1986126 0.46569875 0.50451849 0.77336845 0.52474993] [ 0.82128547 0.37327751 0.55048124 0.16698297 0.38222912] [ 0.62095369 0.45606305 0.39194522 0.50638675 0.32472731] [ 0.63368376 0.5416342 0.51065418 0.48286754 0.42775419] [ 0.86737813 0.31951641 0.43038236 0.09624056 0.27719533] [ 0.62358849 0.52059199 0.36668255 0.43541248 0.4215281 ] [ 0.68274059 0.33765411 0.50233783 0.28246202 0.55505308] [ 0.21609446 0.58309008 0.46818497 0.70939587 0.39378903] [ 0.6228281 0.30403294 0.44114462 0.51421901 0.38044844] [ 0.63604837 0.42513152 0.53880268 0.30388351 0.4125441 ] [ 0.71527456 0.36027397 0.43465317 0.2689686 0.40631896] [ 0.87160111 0.31587725 0.53882906 0.21037048 0.31147045] [ 0.12472252 0.63365871 0.37514313 0.93763314 0.51474368] [ 0.8363868 0.46732713 0.54505888 0.2778536 0.35591428] [ 0.16707158 0.46479505 0.48816557 0.73081585 0.43488934] [ 0.79138406 0.44435685 0.45872025 0.20557097 0.2620806 ] [ 0.42241704 0.52804429 0.36904229 0.56808484 0.41784866] [ 0.72410382 0.36720569 0.68130644 0.43408409 0.35138418] [ 0.16810793 0.42858544 0.59861459 0.89770761 0.63129827] [ 0.50756312 0.5473417 0.54862988 0.47803293 0.34243231] [ 0.34429289 0.46129367 0.57685785 0.73018765 0.41019705] [ 0.88010049 0.39184763 0.61028659 0.13623512 0.35729781] [ 0.65825442 0.40628579 0.65931347 0.40242384 0.5257849 ] [ 0.76216375 0.47732444 0.35350282 0.41018595 0.32063839] [ 0.7540427 0.3629858 0.57765504 0.25334459 0.41759452] [ 0.36420071 0.46948496 0.48368915 0.78174592 0.37130774] [ 0.50058317 0.53387512 0.54086463 0.65181232 0.51823375] [ 0.21844535 0.49964695 0.58328313 0.84629673 0.48305769] [ 0.55784592 0.41983117 0.39180547 0.58466214 0.54015073] [ 0.67961825 0.47109936 0.59528086 0.56584613 0.38558921] [ 0.70321595 0.53328349 0.52931986 0.28951162 0.34539499] [ 0.37248075 0.4028384 0.55179862 0.60821344 0.42838844] [ 0.77570268 0.34992216 0.60964616 0.27292447 0.44333139] [ 0.50092314 0.46698448 0.5316832 0.48511281 0.58415004] [ 0.15061019 0.5609411 0.43141559 0.89880492 0.51790314] [ 0.69297673 0.3773088 0.61667653 0.38123588 0.45219724] [ 0.34977953 0.67480468 0.40376834 0.67868412 0.42705399] [ 0.76823022 0.44745079 0.47903685 0.33336509 0.43438528] [ 0.36710861 0.48839994 0.61896752 0.74620483 0.46801057] [ 0.41497637 0.40062521 0.53639875 0.68144971 0.40128864] [ 0.6157085 0.34442018 0.63784332 0.4366646 0.35241124] [ 0.61612963 0.43660824 0.4306099 0.54051415 0.56596492] [ 0.56584093 0.5343156 0.4916779 0.40682027 0.294085 ] [ 0.39073516 0.50401769 0.43122642 0.7156382 0.52904906] [ 0.32698252 0.60160198 0.49463519 0.67968172 0.45408358] [ 0.79821545 0.41384452 0.59872643 0.24799047 0.47412341] [ 0.79249658 0.41787269 0.61905171 0.22592681 0.37979686] [ 0.1693612 0.55641694 0.5372359 0.82746583 0.51861225] [ 0.47114664 0.40492896 0.53054205 0.61071779 0.32963844] [ 0.39812089 0.49375085 0.43504172 0.64578365 0.35813815] [ 0.54540291 0.46817626 0.38687212 0.59906646 0.30436004] [ 0.54028367 0.51209944 0.53601343 0.58869019 0.36978396] [ 0.67767948 0.56266719 0.51007739 0.33409034 0.50385843] [ 0.52969973 0.49461496 0.55102429 0.4334169 0.35081922] [ 0.84660765 0.4828768 0.44854017 0.39068981 0.36056962] [ 0.27154952 0.61652323 0.48252037 0.77562748 0.42968072] [ 0.58482264 0.43500749 0.58885698 0.5042727 0.5834593 ] [ 0.33077824 0.50815795 0.43357815 0.6721576 0.62701192] [ 0.58121235 0.50390761 0.52540461 0.50155868 0.53172919] [ 0.72640056 0.57443631 0.51949331 0.42672525 0.42584766] [ 0.67918661 0.65234466 0.42879481 0.55119632 0.47154794] Progress: 12.4% ... Training loss: 0.708 ... Validation loss: 1.250[ 0.18150362 0.54527088 0.5113641 0.86702123 0.50874811] [ 0.38505639 0.58950046 0.43294367 0.66088969 0.41485389] [ 0.36029939 0.51566221 0.50911149 0.82129628 0.39789612] [ 0.66718753 0.36114997 0.47102162 0.38643441 0.34039442] [ 0.55466554 0.5164934 0.54277025 0.70537578 0.43170152] [ 0.44617199 0.39713933 0.56983615 0.62736251 0.30375544] [ 0.88053477 0.37210745 0.60390087 0.14683468 0.38120138] [ 0.5870876 0.38861518 0.55894673 0.43905759 0.40443557] [ 0.4868405 0.69372916 0.35447011 0.71990017 0.4684564 ] [ 0.66734858 0.49206787 0.41554673 0.5577171 0.3361426 ] [ 0.59762425 0.57841597 0.47628761 0.60158477 0.38361652] [ 0.52093365 0.46125166 0.51396849 0.60146072 0.33889521] [ 0.08871594 0.46562971 0.36442985 0.9117533 0.51271356] [ 0.32853523 0.38537259 0.57876924 0.61108351 0.43803019] [ 0.79324332 0.40025329 0.51194819 0.38181684 0.40589162] [ 0.23478822 0.47418084 0.50278196 0.80296984 0.56291485] [ 0.53283824 0.48087014 0.50860024 0.63192262 0.48713445] [ 0.62241702 0.51580951 0.47053598 0.2952706 0.42270298] [ 0.72939302 0.39406493 0.46359919 0.30204305 0.35934103] [ 0.67612668 0.55799701 0.46652647 0.2901577 0.33257457] [ 0.8725845 0.45380729 0.47663116 0.2125627 0.26792838] [ 0.37199796 0.61541287 0.44048928 0.80408158 0.54432485] [ 0.65910192 0.56838391 0.56504701 0.28981992 0.56639989] [ 0.44413274 0.35724247 0.612156 0.73862521 0.47984882] [ 0.73990553 0.27998015 0.50326384 0.30822417 0.4974139 ] [ 0.44748602 0.50093033 0.45679281 0.74493824 0.50256692] [ 0.3713757 0.41315884 0.67341132 0.75906915 0.45126248] [ 0.66761081 0.53820173 0.57423886 0.29059362 0.43921193] [ 0.57258384 0.59624313 0.37751877 0.47041623 0.3663188 ] [ 0.49562853 0.51885325 0.48346743 0.52885898 0.36448557] [ 0.21479247 0.55119421 0.42186626 0.80676985 0.43650028] [ 0.59632932 0.64878529 0.39122463 0.64027094 0.47184823] [ 0.42908688 0.46215712 0.46848691 0.76976086 0.28103442] [ 0.17018092 0.52413555 0.51413525 0.87650168 0.53003197] [ 0.77518316 0.38085244 0.61911051 0.24318813 0.37875696] [ 0.25064046 0.60621674 0.36235041 0.72877238 0.53545253] [ 0.44075538 0.49682634 0.52789463 0.74899245 0.33038216] [ 0.08894251 0.6032665 0.3372651 0.87371685 0.50468194] [ 0.61499395 0.45115948 0.4168412 0.41413922 0.43802056] [ 0.31072982 0.56158784 0.45540965 0.73585124 0.46030154] [ 0.70156781 0.42714037 0.40016648 0.35700737 0.3811136 ] [ 0.81256961 0.25240312 0.57881881 0.24787871 0.42614685] [ 0.32783685 0.58451452 0.44663122 0.69959533 0.40491887] [ 0.80423448 0.29558395 0.51749218 0.27534664 0.47647112] [ 0.62695106 0.44103017 0.45744284 0.4478273 0.49377322] [ 0.53951123 0.70217967 0.32832346 0.7017774 0.50178522] [ 0.32293195 0.57225067 0.34779311 0.78529234 0.49894129] [ 0.72429888 0.31179393 0.49404562 0.253466 0.39689289] [ 0.26249018 0.44774588 0.52043244 0.73051147 0.46526748] [ 0.33065909 0.31453587 0.46717306 0.67658711 0.4197017 ] [ 0.66616972 0.4167704 0.51509728 0.40340955 0.40911236] [ 0.43538946 0.47936126 0.38319745 0.6841912 0.41234143] [ 0.76393732 0.52891088 0.39696313 0.52250031 0.38587213] [ 0.56896644 0.49728856 0.5256303 0.51166063 0.52438718] [ 0.61547887 0.55350844 0.3324932 0.54626577 0.44528672] [ 0.25827955 0.53610669 0.4764429 0.79823615 0.35221366] [ 0.1398637 0.44703629 0.44091392 0.90143358 0.41131913] [ 0.68042782 0.54844133 0.63374791 0.45949504 0.42329722] [ 0.63336048 0.45890912 0.58969138 0.32081232 0.40998836] [ 0.85529268 0.42880738 0.54006117 0.30044408 0.31277066] [ 0.37988333 0.52131159 0.47356647 0.68560757 0.47960113] [ 0.55557611 0.46430867 0.50710399 0.38708673 0.41102713] [ 0.6328327 0.47265729 0.50526612 0.66111155 0.3526766 ] [ 0.34883623 0.56529741 0.55818792 0.64705607 0.52068441] [ 0.67168136 0.33638023 0.6453727 0.23716342 0.58280616] [ 0.62122196 0.2293807 0.54005696 0.43972088 0.39831448] [ 0.65897318 0.38698822 0.66027768 0.32733177 0.36630753] [ 0.49841298 0.377747 0.4916377 0.60142499 0.28773811] [ 0.31755278 0.47482473 0.61940734 0.82986481 0.45014819] [ 0.61198129 0.5178539 0.51942591 0.39387558 0.4834885 ] [ 0.61679539 0.52746564 0.45664383 0.43398795 0.36927199] [ 0.22525668 0.58386877 0.52743274 0.89008692 0.6010907 ] [ 0.32899729 0.50652916 0.45351656 0.6942445 0.43135421] [ 0.66814968 0.41787348 0.66869812 0.28609185 0.49540217] [ 0.80807243 0.3191383 0.41003 0.2742374 0.29077678] [ 0.38847818 0.54601192 0.40662354 0.75470414 0.55901997] [ 0.13610093 0.59623347 0.46834573 0.91689577 0.51831007] [ 0.23947905 0.44648971 0.52976722 0.82623984 0.52922356] [ 0.69203829 0.43547336 0.39716446 0.37176284 0.39857466] [ 0.27970713 0.40562341 0.52392878 0.78546544 0.39990421] [ 0.53724491 0.5350865 0.46661127 0.5081991 0.34027103] [ 0.5977238 0.4043621 0.45404377 0.37044957 0.37934324] [ 0.45312769 0.39985272 0.46497133 0.73088407 0.61072253] [ 0.36503077 0.52101773 0.38654376 0.75777067 0.39199852] [ 0.42855622 0.52759171 0.4248446 0.4892648 0.42025528] [ 0.29635257 0.46107821 0.65633691 0.64694713 0.43561692] [ 0.81893245 0.42108306 0.61021724 0.18474906 0.40183587] [ 0.47045106 0.46082343 0.62602977 0.66993133 0.32004122] [ 0.16317703 0.59067377 0.58358943 0.84261424 0.55190648] [ 0.22783228 0.5493117 0.37039839 0.87267808 0.39515363] [ 0.59254809 0.5607219 0.41422597 0.46238953 0.37451461] [ 0.53631238 0.57535455 0.3559597 0.57182794 0.42683405] [ 0.68434834 0.40875829 0.51430222 0.3029791 0.29364026] [ 0.35690941 0.51793041 0.42067935 0.64676669 0.61090395] [ 0.83931846 0.38822638 0.56514911 0.20364581 0.3859314 ] [ 0.89786546 0.39104939 0.60926248 0.13363456 0.32184984] [ 0.82565835 0.40891934 0.54299465 0.21514239 0.39016247] [ 0.19466496 0.47927162 0.41794634 0.88165999 0.49960959] [ 0.16742108 0.52220945 0.45600361 0.7936924 0.42417596] [ 0.44267479 0.50574864 0.52761744 0.57449859 0.35520183] [ 0.49372344 0.59212215 0.50892225 0.45322508 0.48570398] [ 0.40467501 0.54581358 0.61989035 0.63644051 0.61474668] [ 0.3780098 0.46682545 0.42200209 0.60246589 0.56403507] [ 0.67447194 0.5144073 0.5900254 0.40050267 0.46215656] [ 0.26398455 0.48606926 0.69242982 0.73547741 0.54553026] [ 0.71341295 0.36201119 0.71553805 0.22852781 0.48572735] [ 0.84137528 0.42511773 0.61521335 0.16545787 0.34710645] [ 0.63108422 0.50294237 0.44442637 0.34243818 0.42101602] [ 0.33595287 0.51614425 0.40289627 0.65749567 0.43654435] [ 0.13386408 0.56819728 0.44814808 0.90655571 0.57085759] [ 0.70425232 0.54263621 0.45184934 0.46629283 0.36080509] [ 0.59797289 0.51941583 0.55042325 0.37715125 0.40832013] [ 0.58040844 0.55283347 0.51746993 0.53310981 0.28635761] [ 0.32426889 0.55655983 0.4778277 0.7745453 0.39261537] [ 0.42872406 0.65886124 0.53766916 0.61023339 0.61714211] [ 0.38381256 0.53547136 0.36584338 0.76053443 0.43581566] [ 0.6198629 0.51974329 0.45419298 0.54171545 0.36278173] [ 0.8089698 0.40234294 0.55891066 0.19505336 0.42802993] [ 0.35890608 0.53500157 0.34736741 0.69897297 0.35940212] [ 0.30126186 0.54442042 0.50018078 0.82364919 0.44716991] [ 0.28540105 0.53997741 0.3802913 0.81692005 0.39223404] [ 0.34595415 0.59164716 0.42354178 0.72205799 0.49362543] [ 0.31133904 0.57934165 0.41004094 0.78309797 0.43187518] [ 0.42070352 0.57573075 0.32604594 0.76951263 0.5573213 ] [ 0.83350763 0.3883757 0.57779988 0.24877062 0.33355774] [ 0.63831567 0.36988026 0.59586799 0.47713188 0.35810167] [ 0.73992162 0.37393648 0.46347739 0.21809015 0.38123009] [ 0.55441779 0.35148141 0.60918119 0.3728311 0.53422491] Progress: 12.5% ... Training loss: 0.707 ... Validation loss: 1.244[ 0.74296876 0.48861282 0.46068171 0.29905271 0.44917605] [ 0.15849151 0.60736308 0.50618497 0.87688814 0.54101028] [ 0.34271536 0.64342231 0.49691882 0.86567168 0.54450478] [ 0.47244826 0.38091071 0.55666713 0.75492342 0.43186874] [ 0.44571416 0.4668055 0.40184513 0.64528339 0.4712138 ] [ 0.36617511 0.48944016 0.46988219 0.75530733 0.42077724] [ 0.53501293 0.60860157 0.46983803 0.70057525 0.49702947] [ 0.69595971 0.4123152 0.62114513 0.36933135 0.43383111] [ 0.59785786 0.35140366 0.43146311 0.4609651 0.3314943 ] [ 0.63974973 0.44444729 0.5238272 0.40387365 0.57845337] [ 0.4724875 0.43158606 0.53112917 0.58337488 0.39091589] [ 0.57639703 0.49027117 0.5878033 0.53365056 0.38815396] [ 0.55161479 0.45264178 0.48154993 0.43473754 0.55173784] [ 0.66499504 0.47457119 0.44663016 0.37701194 0.55919332] [ 0.7399624 0.51497323 0.48818889 0.34151311 0.38445305] [ 0.75056332 0.52453737 0.47149895 0.4204615 0.42332237] [ 0.60876564 0.44194488 0.54540814 0.47428346 0.39395935] [ 0.56942941 0.49573764 0.37587426 0.54900991 0.38219337] [ 0.60799054 0.41482508 0.65464531 0.45101412 0.41638661] [ 0.52471321 0.42615277 0.67670451 0.57242146 0.45080003] [ 0.36979987 0.56297174 0.53555024 0.72699112 0.49724746] [ 0.42672328 0.4137577 0.60852466 0.63143169 0.4755102 ] [ 0.42751782 0.4595998 0.38640063 0.48228765 0.46397979] [ 0.32393671 0.5626188 0.47233047 0.82604792 0.47907218] [ 0.73443145 0.33463754 0.54635718 0.42221421 0.50085984] [ 0.75001745 0.4566857 0.40760705 0.37281334 0.34236068] [ 0.29486745 0.5794235 0.5745252 0.63086798 0.6221297 ] [ 0.42066888 0.50362126 0.4980827 0.57175642 0.39354094] [ 0.64393795 0.47134793 0.45726305 0.41657797 0.42621566] [ 0.76198834 0.44610192 0.58202804 0.17953637 0.40656501] [ 0.73313683 0.38499396 0.5051549 0.27072354 0.35015785] [ 0.16159302 0.64363717 0.42648988 0.80587315 0.56201941] [ 0.60742762 0.43151259 0.56170343 0.52243491 0.31835016] [ 0.39934153 0.42227579 0.46638453 0.53145403 0.45590766] [ 0.55849701 0.49745285 0.54960172 0.39660878 0.35167469] [ 0.24938489 0.64493174 0.43258052 0.8022815 0.53450867] [ 0.50230736 0.49343601 0.40833187 0.68564557 0.38680419] [ 0.34968951 0.46352065 0.58027169 0.69047505 0.44011105] [ 0.81421858 0.42177481 0.59339918 0.31854153 0.42268227] [ 0.50009968 0.43788442 0.42951802 0.49389572 0.3835595 ] [ 0.12674484 0.57774291 0.32408934 0.93700212 0.63428953] [ 0.61808083 0.40549632 0.56839973 0.43625195 0.35265994] [ 0.56895411 0.46966918 0.55911163 0.4124096 0.32654518] [ 0.49217496 0.44660967 0.68805257 0.62185599 0.48072881] [ 0.15100584 0.66298763 0.47454444 0.85227249 0.5618497 ] [ 0.50985215 0.43450083 0.38346279 0.42474812 0.3464681 ] [ 0.85905472 0.50539885 0.47390017 0.15683251 0.35593259] [ 0.66823136 0.59063203 0.48983776 0.55966205 0.41596266] [ 0.48225229 0.48482948 0.51323565 0.49867897 0.44025665] [ 0.41178954 0.46687973 0.51937426 0.62497795 0.36999919] [ 0.62443333 0.39034364 0.47507742 0.44472369 0.44768456] [ 0.69632847 0.32469785 0.45434004 0.37961933 0.48214072] [ 0.62080205 0.47789211 0.5337104 0.50009006 0.40599833] [ 0.75599831 0.45881618 0.52890454 0.25729698 0.33527659] [ 0.44536597 0.60992051 0.45519659 0.69641474 0.53541539] [ 0.74830977 0.32463123 0.55029626 0.19681676 0.42237642] [ 0.74209982 0.32074247 0.59804049 0.19973816 0.35996908] [ 0.8839019 0.39101796 0.63730112 0.23319171 0.391644 ] [ 0.74879944 0.48860901 0.39265009 0.44450789 0.3381218 ] [ 0.69863902 0.48935633 0.47768973 0.51281238 0.53393184] [ 0.50093953 0.52935078 0.39793293 0.66002978 0.23492568] [ 0.68395944 0.33714279 0.50253157 0.28172375 0.55481564] [ 0.74130086 0.51534981 0.45584001 0.30629817 0.34870201] [ 0.71302627 0.44253222 0.49351041 0.38739767 0.47347002] [ 0.81679749 0.42765116 0.53257359 0.27945952 0.42140037] [ 0.87611466 0.3080038 0.56654666 0.12453912 0.30217545] [ 0.64436618 0.3845854 0.61179949 0.29528146 0.45556874] [ 0.53598578 0.55233296 0.45517674 0.36367625 0.47792426] [ 0.15447635 0.64202382 0.49482915 0.85534905 0.66972302] [ 0.64673404 0.58845131 0.37903799 0.57720179 0.25538674] [ 0.53875984 0.4428306 0.52595232 0.79492756 0.44728057] [ 0.63499715 0.59081164 0.52089592 0.55044383 0.53224075] [ 0.1111804 0.59293648 0.50020359 0.91056683 0.53826157] [ 0.58656552 0.49836921 0.36093725 0.51979153 0.41215344] [ 0.70442354 0.36244676 0.52944677 0.30332878 0.54066811] [ 0.83464567 0.35774011 0.57142818 0.3063118 0.34631448] [ 0.38368621 0.50471555 0.6096121 0.50288039 0.53827374] [ 0.6079364 0.4599825 0.58693191 0.48778068 0.52032099] [ 0.68224357 0.46843115 0.56974354 0.39681046 0.42804777] [ 0.53757808 0.48542234 0.4713619 0.59348062 0.5494815 ] [ 0.3550627 0.5645862 0.47920412 0.82713616 0.42018613] [ 0.64209342 0.6192341 0.47184934 0.48939981 0.37882289] [ 0.46645154 0.61989961 0.49574484 0.75962606 0.58411014] [ 0.37163577 0.37983801 0.44876203 0.65731303 0.38702288] [ 0.23446333 0.47061805 0.42044012 0.82719515 0.41579639] [ 0.75929549 0.552466 0.42491968 0.31423888 0.36591023] [ 0.38860965 0.50825111 0.55677015 0.765536 0.48604864] [ 0.44913975 0.48473886 0.5107936 0.4674737 0.47308554] [ 0.49324081 0.40947063 0.54298458 0.5383639 0.33022264] [ 0.46082385 0.40712614 0.67893665 0.63476706 0.403702 ] [ 0.58881027 0.43816841 0.50499024 0.34528329 0.54223876] [ 0.49019428 0.4823311 0.51663653 0.41907049 0.65339763] [ 0.33925971 0.37412048 0.44926764 0.74411169 0.40850397] [ 0.63979112 0.51905666 0.55371029 0.38758478 0.47506485] [ 0.62280365 0.63972338 0.3413515 0.49154366 0.32886861] [ 0.26124911 0.47836826 0.46885008 0.75220824 0.48364864] [ 0.84627688 0.39242294 0.46362787 0.28377884 0.39785112] [ 0.73744366 0.3711594 0.63288385 0.29631351 0.3537674 ] [ 0.33347858 0.46904451 0.58677717 0.67156112 0.63213856] [ 0.82187674 0.47197335 0.47899085 0.27746269 0.42636021] [ 0.38492542 0.61251279 0.55816081 0.64084049 0.42806263] [ 0.55773739 0.33760192 0.53560584 0.34863469 0.47162546] [ 0.25783266 0.63575821 0.45967738 0.72381134 0.47956031] [ 0.51442553 0.46778015 0.46412869 0.39139788 0.28270155] [ 0.76615466 0.35588618 0.48130295 0.3642841 0.35845454] [ 0.21528678 0.64541986 0.45368026 0.78998299 0.52838695] [ 0.22865878 0.49331419 0.46632579 0.72569531 0.36488089] [ 0.74214467 0.47588291 0.46730054 0.24804287 0.37320885] [ 0.63223252 0.473817 0.5956764 0.29855265 0.56860084] [ 0.11123048 0.52055671 0.56347188 0.85971052 0.65720214] [ 0.74226246 0.31338191 0.59470336 0.2292096 0.44864683] [ 0.17990383 0.54561274 0.47463053 0.8970193 0.54224652] [ 0.1858399 0.57588529 0.39570361 0.8411833 0.49389034] [ 0.73015054 0.37639539 0.7068436 0.22177668 0.47605186] [ 0.51164319 0.37462593 0.51776206 0.50501406 0.48341628] [ 0.49543136 0.50984977 0.51028727 0.36505809 0.37525984] [ 0.39168026 0.66680619 0.44173099 0.71167499 0.5449162 ] [ 0.11596197 0.44190722 0.40488692 0.83374763 0.55523968] [ 0.67025962 0.58149757 0.54921079 0.52162735 0.44108801] [ 0.4337215 0.45306634 0.53203152 0.39994945 0.5100202 ] [ 0.59621044 0.56740818 0.55430621 0.51520911 0.3539245 ] [ 0.20253796 0.62408335 0.52664856 0.87671823 0.51763226] [ 0.65653141 0.42281399 0.52313553 0.34737319 0.49360645] [ 0.51752111 0.396274 0.49781288 0.31685728 0.51027297] [ 0.53927621 0.42048794 0.45852002 0.35900615 0.45902661] [ 0.10669049 0.52402353 0.51000478 0.925337 0.61999968] [ 0.69030833 0.33855636 0.49546358 0.26098601 0.33713873] [ 0.79816244 0.49338694 0.51012011 0.22334028 0.39060254] Progress: 12.6% ... Training loss: 0.707 ... Validation loss: 1.238[ 0.57716081 0.49910282 0.49513696 0.5497511 0.31111647] [ 0.6968337 0.49716123 0.48579825 0.52633941 0.4062665 ] [ 0.71237817 0.31930579 0.53883158 0.18617583 0.3017301 ] [ 0.55045241 0.48447246 0.53187996 0.65315192 0.39710573] [ 0.55614835 0.48494659 0.37611826 0.64935514 0.4408151 ] [ 0.20910582 0.56538417 0.57717748 0.79578085 0.58850645] [ 0.76853751 0.36516592 0.49427479 0.29510565 0.41655789] [ 0.87543153 0.27946961 0.59977514 0.11612402 0.41169694] [ 0.79599026 0.47586534 0.54695701 0.26063403 0.42662387] [ 0.74550543 0.43551906 0.51551169 0.43737538 0.39356226] [ 0.7531004 0.4243634 0.52088669 0.25461009 0.35403849] [ 0.53494541 0.49839395 0.60577514 0.55725117 0.57074141] [ 0.79299021 0.5201854 0.25154301 0.50558901 0.32522091] [ 0.70984555 0.39211821 0.53584351 0.33767706 0.39396677] [ 0.13860836 0.546451 0.51782116 0.89577258 0.66900493] [ 0.55668182 0.49935416 0.52183162 0.42931687 0.49529337] [ 0.32041881 0.44464999 0.44095969 0.80526617 0.47848936] [ 0.74323076 0.38284596 0.60465686 0.33162248 0.43926103] [ 0.31364858 0.46417963 0.52907672 0.57733998 0.58797836] [ 0.69355164 0.50428442 0.53927086 0.42856054 0.41714992] [ 0.82465162 0.43362496 0.53298834 0.29978735 0.40545051] [ 0.59254933 0.44147344 0.35362345 0.5426206 0.54816027] [ 0.48117119 0.62092137 0.47920114 0.68948465 0.40627356] [ 0.7613602 0.45925148 0.50832232 0.19269335 0.34113202] [ 0.4043057 0.47837651 0.53705335 0.73736788 0.44040138] [ 0.8806377 0.49414554 0.48524926 0.33575586 0.34886997] [ 0.20764201 0.53341685 0.44997135 0.79196697 0.48577942] [ 0.74639481 0.54238919 0.38760405 0.42317779 0.31139581] [ 0.36590868 0.62417297 0.53676092 0.78578773 0.48033773] [ 0.80846253 0.31700271 0.54153892 0.21848639 0.36672999] [ 0.45905933 0.41532447 0.58369504 0.54835209 0.42670104] [ 0.43317672 0.41009818 0.56857316 0.63986201 0.37118218] [ 0.14977906 0.577718 0.50510743 0.90479997 0.51803648] [ 0.6943143 0.43132949 0.43159994 0.38496385 0.40530928] [ 0.60463116 0.48363524 0.3602531 0.60697872 0.52969718] [ 0.43919124 0.52924015 0.53699491 0.54568663 0.59870034] [ 0.48632027 0.4690395 0.52540605 0.42722365 0.56459342] [ 0.64543091 0.49764181 0.53746955 0.55362917 0.40113702] [ 0.82237044 0.34197786 0.57643626 0.34962188 0.34986169] [ 0.72022984 0.52762946 0.42126418 0.41201292 0.42778503] [ 0.63126707 0.50133467 0.47158658 0.47840512 0.46332238] [ 0.44596565 0.44499047 0.57224985 0.40286574 0.64269608] [ 0.64976246 0.46747468 0.52099379 0.44486457 0.46092747] [ 0.72691884 0.50839798 0.42072066 0.38613747 0.35643078] [ 0.32689823 0.55927026 0.42869155 0.79349061 0.31622747] [ 0.17713814 0.44284921 0.47478428 0.86772803 0.65462275] [ 0.55639456 0.52160403 0.47876183 0.31936245 0.3242481 ] [ 0.14569414 0.58109676 0.37107982 0.89257129 0.42870655] [ 0.35446011 0.51134878 0.58060709 0.74261003 0.50714557] [ 0.4276837 0.45533545 0.47910708 0.81339017 0.46891969] [ 0.44486231 0.54030331 0.38434291 0.62708591 0.52622243] [ 0.70824696 0.40918312 0.43046469 0.26073072 0.3330683 ] [ 0.76605477 0.43229493 0.55642213 0.20018493 0.54517501] [ 0.45102702 0.43447582 0.46511816 0.42859952 0.38993086] [ 0.64843288 0.48716057 0.50589651 0.22653051 0.4779836 ] [ 0.48784211 0.60622602 0.3489703 0.67629141 0.36216515] [ 0.77214689 0.34449133 0.65802003 0.27894837 0.4381451 ] [ 0.26315628 0.57638079 0.52357523 0.85333699 0.41917118] [ 0.70139085 0.46250886 0.42349889 0.28587819 0.36463844] [ 0.64742712 0.60693263 0.52655756 0.51883931 0.46613015] [ 0.54606959 0.417176 0.44817897 0.54896537 0.53846342] [ 0.20757558 0.47625967 0.45128934 0.87522907 0.47084634] [ 0.21660308 0.48282808 0.45055924 0.83054349 0.4528805 ] [ 0.50407587 0.6104815 0.64756304 0.60404935 0.55133143] [ 0.53715637 0.48874432 0.46919677 0.48141638 0.55945425] [ 0.48174067 0.48501155 0.51317269 0.49895515 0.44032906] [ 0.64444199 0.57256721 0.4454597 0.66970968 0.36048233] [ 0.38752112 0.52874983 0.3955156 0.51176374 0.49978678] [ 0.48065139 0.34643036 0.45787076 0.65513394 0.40140374] [ 0.23226391 0.59481163 0.45896161 0.8944694 0.52278146] [ 0.28676133 0.58634245 0.47256617 0.84834207 0.4680117 ] [ 0.37432165 0.49135126 0.43052751 0.49886828 0.51211822] [ 0.48973804 0.49000553 0.32594797 0.67563615 0.36735383] [ 0.60182672 0.38824558 0.58339255 0.25881681 0.56436589] [ 0.66525875 0.45240689 0.58031618 0.40522832 0.43727745] [ 0.71030664 0.56918822 0.36033314 0.55873204 0.38439792] [ 0.43107738 0.51618719 0.64106234 0.56840466 0.48480031] [ 0.64811409 0.57442399 0.29906631 0.54317298 0.37365183] [ 0.19428202 0.58418096 0.49859871 0.79475352 0.58706695] [ 0.73633194 0.28222761 0.51917648 0.30734012 0.45381008] [ 0.09321686 0.39137093 0.48642341 0.91628038 0.58451398] [ 0.63593287 0.55504108 0.35846455 0.37989563 0.45547227] [ 0.35865466 0.60884251 0.52527537 0.6998691 0.50247576] [ 0.50551999 0.69279949 0.4035346 0.67238339 0.4004812 ] [ 0.52827721 0.47836314 0.37042927 0.53072653 0.3453761 ] [ 0.30934748 0.61419863 0.48038017 0.6881428 0.45924365] [ 0.48042556 0.4976827 0.53276908 0.52465685 0.49195625] [ 0.68442645 0.30060669 0.52571301 0.41750698 0.57601244] [ 0.60776811 0.43454138 0.62715368 0.53161374 0.44035362] [ 0.1253344 0.52144548 0.42588875 0.90789458 0.48377771] [ 0.8840808 0.4184603 0.38228611 0.18896619 0.31171396] [ 0.60552108 0.54944867 0.47602136 0.37234495 0.52114015] [ 0.77010078 0.37294065 0.42238325 0.25491191 0.42915661] [ 0.59525562 0.44766517 0.61097755 0.52566179 0.3452927 ] [ 0.40043626 0.41330947 0.4883611 0.77845963 0.50978971] [ 0.38544428 0.50524135 0.46179097 0.6685149 0.50856585] [ 0.34467022 0.53830129 0.56531962 0.78203264 0.55250035] [ 0.32164621 0.56358986 0.4456202 0.58518193 0.36961801] [ 0.21267949 0.58579099 0.49726072 0.84908007 0.50454875] [ 0.49606369 0.37864455 0.49131471 0.60266761 0.28802591] [ 0.68427986 0.38395247 0.58353104 0.33228473 0.56728125] [ 0.20983174 0.44324216 0.44000064 0.83600638 0.40533618] [ 0.43851098 0.40568261 0.55166171 0.71523276 0.41113422] [ 0.31680448 0.55474824 0.38593559 0.74458039 0.58256178] [ 0.28214302 0.55812427 0.42047246 0.84670296 0.56219178] [ 0.28513983 0.65866015 0.43757297 0.81536414 0.38987594] [ 0.38200779 0.38930781 0.60955711 0.66749142 0.61330432] [ 0.57856904 0.49971651 0.44954591 0.65408256 0.49364454] [ 0.75973396 0.39900065 0.52786842 0.3420805 0.29674901] [ 0.12211565 0.56811291 0.58998424 0.85655366 0.71551603] [ 0.25449585 0.55948305 0.49425186 0.81706689 0.54478642] [ 0.45807049 0.4803353 0.49912768 0.58100637 0.48770949] [ 0.80184429 0.41737764 0.47200622 0.33479773 0.36119799] [ 0.19108842 0.46209293 0.45192439 0.89796767 0.58169663] [ 0.15345514 0.58644156 0.51540618 0.88413699 0.54438336] [ 0.72665553 0.4917341 0.5611741 0.40970603 0.41983713] [ 0.32054633 0.68748425 0.37323541 0.743442 0.53064095] [ 0.70937915 0.57125889 0.43903639 0.5274073 0.42510844] [ 0.58121343 0.48589437 0.59631514 0.43408858 0.37673631] [ 0.48973756 0.56752856 0.53823501 0.61345924 0.37685241] [ 0.33542377 0.57870034 0.42797145 0.68616063 0.47804792] [ 0.18021654 0.49318647 0.54826433 0.81211373 0.37298476] [ 0.51164981 0.44459684 0.5489715 0.45700462 0.555703 ] [ 0.49333051 0.6612646 0.40922634 0.80950662 0.49204376] [ 0.67203597 0.45584877 0.44242269 0.44874619 0.44656498] [ 0.81670116 0.42914079 0.5421005 0.26039514 0.38624184] [ 0.56193859 0.39508339 0.36186108 0.46260955 0.41865061] [ 0.21270302 0.55250279 0.4214275 0.80786598 0.43698962] Progress: 12.6% ... Training loss: 0.706 ... Validation loss: 1.238[ 0.37868808 0.48511617 0.41961882 0.83434638 0.5986528 ] [ 0.76856866 0.4555214 0.50194848 0.3190285 0.38232822] [ 0.41589862 0.51729375 0.65064753 0.65475534 0.55891662] [ 0.68621794 0.31473511 0.3989664 0.43228614 0.3631731 ] [ 0.74611818 0.48251457 0.43628697 0.3395245 0.34588109] [ 0.64371636 0.42652957 0.42331889 0.72941591 0.39283544] [ 0.62796399 0.44059046 0.45759223 0.44701407 0.49360086] [ 0.72962235 0.41909155 0.54352195 0.32432374 0.45882511] [ 0.83132326 0.42103919 0.52125849 0.19560697 0.3675788 ] [ 0.23045957 0.54481472 0.47320811 0.76633394 0.57307103] [ 0.3906365 0.44573719 0.34736538 0.6245381 0.49577357] [ 0.41021198 0.39517661 0.5646135 0.7289215 0.37768036] [ 0.55310803 0.52288526 0.48817628 0.46686678 0.52189248] [ 0.64670645 0.37960026 0.51541851 0.33569446 0.59502306] [ 0.60540823 0.45896488 0.59846878 0.33149226 0.543154 ] [ 0.63718067 0.45132977 0.57412061 0.36708429 0.60425126] [ 0.27089247 0.49943439 0.59411765 0.81312133 0.51280951] [ 0.78005771 0.43844246 0.43023019 0.25229226 0.40623041] [ 0.67066102 0.34412248 0.72251767 0.23263348 0.55335258] [ 0.28686298 0.64008218 0.44971381 0.6938718 0.36583043] [ 0.65592944 0.45123613 0.45783899 0.43690032 0.50763982] [ 0.57422179 0.543193 0.46255147 0.57767868 0.30813204] [ 0.48184854 0.53962401 0.48072687 0.57543979 0.43221127] [ 0.20594416 0.57031196 0.48545912 0.84703642 0.53947649] [ 0.28795777 0.57454938 0.33989038 0.70860832 0.48083624] [ 0.64076839 0.49711472 0.43809425 0.48199509 0.54174565] [ 0.43573591 0.48855517 0.44751103 0.65978296 0.33863302] [ 0.17651287 0.54420622 0.51682477 0.84895662 0.54564998] [ 0.33614781 0.51195079 0.34974581 0.67986463 0.47195245] [ 0.45438426 0.62416941 0.38127261 0.75125166 0.5607405 ] [ 0.32146345 0.71263203 0.32288099 0.81000939 0.41234014] [ 0.52577805 0.38980199 0.64339195 0.62677414 0.37534629] [ 0.63556297 0.41122779 0.62655168 0.30447176 0.61675787] [ 0.41620135 0.52798101 0.5343081 0.74521616 0.45983113] [ 0.65780233 0.45009933 0.51852759 0.35914322 0.41904705] [ 0.50746249 0.50056379 0.59635521 0.49119372 0.50424002] [ 0.61643765 0.45534169 0.39886861 0.31261717 0.35623865] [ 0.50373446 0.50477504 0.49486209 0.50469678 0.40453976] [ 0.1357405 0.51672687 0.38401383 0.89653388 0.57972562] [ 0.38015455 0.50017816 0.63206019 0.52482133 0.53761411] [ 0.24390476 0.64074539 0.42143175 0.72984403 0.43698538] [ 0.69410303 0.48771928 0.52669173 0.58324285 0.3286011 ] [ 0.40920545 0.57080154 0.33296561 0.51478418 0.3873012 ] [ 0.68126993 0.55524903 0.59234713 0.38713578 0.46301208] [ 0.47719039 0.51267177 0.46168619 0.75770425 0.33852171] [ 0.44022915 0.4659199 0.43261 0.57389372 0.53671773] [ 0.54709703 0.43616148 0.60284984 0.59716112 0.44626013] [ 0.72379693 0.43820607 0.54724319 0.40243611 0.48713655] [ 0.26847586 0.47634401 0.47753648 0.87192205 0.43767578] [ 0.47035872 0.4265717 0.56169347 0.49802617 0.48367279] [ 0.83130426 0.40669565 0.62660916 0.26603724 0.4338841 ] [ 0.48586294 0.48982034 0.56934125 0.6413096 0.59826485] [ 0.41525098 0.73493739 0.38975213 0.71365926 0.41871245] [ 0.12006154 0.63553389 0.38457887 0.90453342 0.54565957] [ 0.25596578 0.55840006 0.57227687 0.68316498 0.67692069] [ 0.71417567 0.51531379 0.39312327 0.33843749 0.34632541] [ 0.76702995 0.45291415 0.52767643 0.16267983 0.40835578] [ 0.36694665 0.69602788 0.30146065 0.77165603 0.45752148] [ 0.32862352 0.49536958 0.68543636 0.76818157 0.44129938] [ 0.31011975 0.62199335 0.48259684 0.55442086 0.59329736] [ 0.26664631 0.57535013 0.55747401 0.70757885 0.58706745] [ 0.51693821 0.47325203 0.48445992 0.40029119 0.43157928] [ 0.76624376 0.33338509 0.52150871 0.31788619 0.48943918] [ 0.68753493 0.57443569 0.38424517 0.44659155 0.30403666] [ 0.47107775 0.5426603 0.36726769 0.48294058 0.5393287 ] [ 0.87292289 0.31465347 0.53929593 0.20914579 0.31097854] [ 0.07550149 0.57415088 0.3862097 0.90205672 0.50014361] [ 0.61032452 0.64736935 0.47978245 0.52574849 0.39137425] [ 0.33326367 0.5833358 0.62621668 0.61446459 0.51192908] [ 0.75006086 0.36280481 0.49191445 0.33073255 0.41428612] [ 0.58893271 0.42263057 0.6072227 0.52058412 0.41801729] [ 0.26659409 0.5885028 0.48121525 0.83356574 0.35747633] [ 0.5701208 0.42741577 0.45910486 0.60757274 0.30538323] [ 0.28800876 0.50549687 0.42338129 0.71451993 0.43430583] [ 0.43265962 0.56071893 0.37153121 0.65776985 0.60281131] [ 0.5773373 0.36448682 0.64389262 0.47478681 0.47381708] [ 0.27535316 0.5223468 0.53176718 0.84911317 0.6349734 ] [ 0.49633658 0.58963252 0.48089732 0.52167139 0.41633609] [ 0.08725147 0.60894709 0.51540909 0.95052629 0.5981768 ] [ 0.20171524 0.46242823 0.5630046 0.89839639 0.58450749] [ 0.75912453 0.38737496 0.67804931 0.33727667 0.43679524] [ 0.6331847 0.4943328 0.49150721 0.40914218 0.30621352] [ 0.51829747 0.57652818 0.2794079 0.69557035 0.31412558] [ 0.41443931 0.64765944 0.44855774 0.79380359 0.50140135] [ 0.64222627 0.34705911 0.54764717 0.61062991 0.44582229] [ 0.15803332 0.68003693 0.50491608 0.8513831 0.65067427] [ 0.67645672 0.46132009 0.4464349 0.33897856 0.31530965] [ 0.1523556 0.51955887 0.51863943 0.92479379 0.58645376] [ 0.75249437 0.57239303 0.35880988 0.51844107 0.33604962] [ 0.64239507 0.36864707 0.55224266 0.4284611 0.4636692 ] [ 0.7193882 0.52322771 0.57835163 0.53649366 0.40586646] [ 0.36216886 0.33413964 0.50955899 0.59339535 0.56218706] [ 0.59081318 0.42009328 0.57011753 0.39763039 0.37729478] [ 0.35960674 0.51655147 0.53481711 0.72197321 0.35868163] [ 0.08268899 0.62844282 0.42709485 0.93672763 0.60839155] [ 0.41758628 0.56530905 0.48758552 0.5646622 0.37931482] [ 0.85378679 0.44122248 0.5435977 0.24865012 0.40079312] [ 0.55391935 0.4358395 0.57160678 0.38151852 0.47069122] [ 0.78565558 0.53117691 0.38269852 0.3906001 0.40319483] [ 0.69216252 0.40188894 0.47327918 0.38478449 0.30554828] [ 0.3436781 0.41721203 0.50978703 0.81507974 0.5329847 ] [ 0.53575048 0.41363305 0.3177157 0.55917209 0.46580966] [ 0.35019518 0.48369667 0.40638939 0.60573202 0.44982952] [ 0.66512142 0.41915405 0.52337397 0.25479272 0.50187445] [ 0.128299 0.50769403 0.57578072 0.89077624 0.59250284] [ 0.6204617 0.50532321 0.56449574 0.40998606 0.32358351] [ 0.41622826 0.54265943 0.44994932 0.7325849 0.48347986] [ 0.76691187 0.3347684 0.45850274 0.2037383 0.37058415] [ 0.71031093 0.48541479 0.57134535 0.36666911 0.45614647] [ 0.19435803 0.5012512 0.4202581 0.90661571 0.57761627] [ 0.49389411 0.38245938 0.51843997 0.52859061 0.36687668] [ 0.73628131 0.41225596 0.56767479 0.23183864 0.5115097 ] [ 0.08731314 0.62673179 0.4358005 0.92549447 0.56274148] [ 0.47748351 0.57919043 0.39414676 0.56512935 0.45584122] [ 0.37770883 0.51815542 0.48365666 0.70035213 0.5902219 ] [ 0.73826618 0.34431234 0.64196236 0.25583286 0.39560197] [ 0.51440585 0.52418468 0.41631557 0.66405302 0.31922009] [ 0.59390162 0.5246832 0.49965519 0.28874077 0.36839332] [ 0.58977212 0.55423528 0.55762484 0.38170038 0.43825286] [ 0.56513262 0.39164349 0.56774835 0.34517908 0.48545073] [ 0.32608721 0.55980616 0.42851508 0.79374067 0.31641736] [ 0.21450625 0.64884648 0.34683178 0.75451973 0.53166508] [ 0.60149581 0.52321794 0.4558784 0.45638693 0.38973757] [ 0.47768098 0.48573114 0.37061308 0.60777391 0.52125972] [ 0.23992797 0.49813826 0.50836858 0.74920023 0.41801156] [ 0.53801123 0.45888443 0.48179168 0.51903626 0.44198207] [ 0.55574413 0.61223385 0.32346655 0.57441099 0.42520905] [ 0.72148177 0.42035478 0.4775763 0.36492556 0.35359284] Progress: 12.7% ... Training loss: 0.705 ... Validation loss: 1.238[ 0.73219746 0.4418771 0.59269454 0.28251148 0.44734969] [ 0.67928741 0.58347785 0.48924103 0.26117166 0.42456183] [ 0.58388072 0.43609158 0.40523412 0.35611997 0.37500516] [ 0.09224165 0.50546056 0.56047642 0.93035687 0.53525562] [ 0.60586488 0.52565865 0.4505419 0.34186212 0.58302842] [ 0.74408691 0.27881107 0.51843534 0.31679879 0.44144081] [ 0.73806116 0.42061248 0.47651985 0.34382528 0.33258752] [ 0.69989797 0.45840061 0.56436244 0.40264495 0.33636065] [ 0.70132781 0.46332337 0.50260603 0.30699287 0.45794258] [ 0.36040668 0.34731705 0.59038319 0.6205736 0.47746481] [ 0.47474325 0.35363976 0.47867888 0.47662249 0.55378053] [ 0.45056349 0.50344399 0.5164887 0.52913215 0.62919382] [ 0.27454663 0.42736622 0.34040948 0.69537437 0.41912778] [ 0.45787883 0.40969446 0.51394186 0.61628168 0.35829262] [ 0.60907451 0.38500401 0.475498 0.51434842 0.53363965] [ 0.18476759 0.51610469 0.60351055 0.78421025 0.49835464] [ 0.6242047 0.32957694 0.45268612 0.36239606 0.47349542] [ 0.75456736 0.51092052 0.39230547 0.46253364 0.26327013] [ 0.41644354 0.4588316 0.40403028 0.66158369 0.38964396] [ 0.77959793 0.39862697 0.5051891 0.24619569 0.31787799] [ 0.208398 0.44440546 0.4396189 0.83657853 0.40578903] [ 0.519628 0.55566847 0.43474673 0.71309203 0.34678887] [ 0.34581142 0.44216857 0.61377231 0.71452599 0.349928 ] [ 0.34162347 0.33243524 0.67631424 0.68778871 0.49285261] [ 0.20006094 0.53507481 0.33922476 0.85409394 0.45931258] [ 0.54642645 0.49736307 0.38272728 0.42233636 0.4171101 ] [ 0.23135232 0.51107656 0.625281 0.78190561 0.57373467] [ 0.62455644 0.4755403 0.62550394 0.46006182 0.4064284 ] [ 0.7734907 0.35881065 0.56485336 0.27060276 0.58773176] [ 0.55731013 0.6119185 0.44919763 0.51824795 0.38691584] [ 0.31227067 0.49223312 0.45778679 0.68095338 0.53227718] [ 0.40417366 0.48358636 0.60611195 0.79044851 0.35895095] [ 0.82594723 0.49288256 0.57450188 0.41634743 0.39588117] [ 0.75420376 0.47248428 0.53909502 0.2941144 0.39548894] [ 0.75883481 0.52516582 0.44321291 0.32414523 0.28372535] [ 0.30407795 0.54728461 0.44938134 0.7838441 0.29773763] [ 0.32239581 0.43659043 0.47379056 0.69124938 0.39183095] [ 0.61202569 0.50872642 0.37228483 0.43757777 0.33745905] [ 0.64682589 0.51280179 0.58004432 0.46924372 0.43629311] [ 0.41918549 0.49143578 0.41354403 0.64979506 0.59836868] [ 0.66186805 0.56288528 0.6784564 0.46216891 0.49683612] [ 0.65681847 0.33084454 0.56759068 0.28164456 0.58327522] [ 0.31600919 0.29040783 0.51817553 0.66371422 0.41641774] [ 0.7239992 0.3905593 0.54381476 0.25686806 0.39895602] [ 0.42988697 0.50289886 0.45620305 0.66520654 0.57964342] [ 0.37342319 0.46558982 0.44671457 0.75061818 0.42387014] [ 0.50027936 0.5004138 0.44422003 0.42028837 0.37061932] [ 0.60766543 0.4234274 0.56846727 0.51460579 0.32868545] [ 0.1662455 0.5773902 0.45539689 0.87006338 0.52775503] [ 0.86287433 0.34949172 0.56065163 0.11540192 0.39804739] [ 0.69054312 0.39941451 0.46124271 0.22999856 0.41347562] [ 0.47907299 0.48826853 0.43829543 0.56237216 0.57675816] [ 0.44620932 0.54277402 0.54496153 0.56530773 0.36682259] [ 0.56303015 0.59394623 0.604305 0.45511182 0.52755343] [ 0.50824872 0.54849046 0.53899359 0.50288174 0.39371778] [ 0.61963023 0.45670123 0.39173552 0.50689389 0.32495369] [ 0.34648709 0.44268367 0.63182995 0.65794158 0.50889575] [ 0.30168187 0.61464517 0.48145643 0.59574227 0.39970853] [ 0.15246756 0.50309313 0.47564068 0.83081617 0.47117289] [ 0.53133086 0.46181019 0.57747784 0.67945015 0.3843437 ] [ 0.43863118 0.41959052 0.58915882 0.65901531 0.46307146] [ 0.31422187 0.44343857 0.59133722 0.79357653 0.49667484] [ 0.48822122 0.44751065 0.56140637 0.69709682 0.46146956] [ 0.39166214 0.40525597 0.49194853 0.75040231 0.38030965] [ 0.42068547 0.59517975 0.59127914 0.56850996 0.59105377] [ 0.63765956 0.45072384 0.34564868 0.56263915 0.45868997] [ 0.42442381 0.35851463 0.45453038 0.56106135 0.51564114] [ 0.31323545 0.54047008 0.6145721 0.82978969 0.46855493] [ 0.74616553 0.30021795 0.59997998 0.22432446 0.42654738] [ 0.76876172 0.36711734 0.56483806 0.36723009 0.39620522] [ 0.12033639 0.4967435 0.52019474 0.81457616 0.5061798 ] [ 0.25440095 0.64772732 0.42895727 0.68328166 0.48738947] [ 0.83984535 0.4665991 0.57910034 0.23785952 0.41020004] [ 0.4335689 0.63850715 0.52569387 0.72485261 0.47071229] [ 0.59434657 0.36601981 0.52213599 0.3607168 0.46267371] [ 0.50064607 0.46269566 0.52500867 0.45241827 0.49201249] [ 0.7723048 0.42004606 0.57910509 0.16957641 0.5031447 ] [ 0.51643423 0.50758041 0.44808979 0.60040364 0.51997849] [ 0.67426775 0.4346772 0.52693986 0.29284607 0.45455975] [ 0.45695231 0.50349027 0.4574417 0.38024191 0.49333236] [ 0.55607702 0.59473768 0.38369453 0.59411124 0.30862742] [ 0.64368229 0.49743852 0.43988345 0.37672438 0.37329137] [ 0.3482915 0.41058097 0.44955164 0.8254227 0.39735391] [ 0.34409395 0.46937246 0.51408025 0.7904098 0.51309233] [ 0.60193356 0.52502287 0.46818382 0.52555593 0.43072071] [ 0.37932695 0.70727786 0.38203502 0.83120261 0.48357928] [ 0.34150894 0.47380773 0.53206181 0.77301132 0.3941965 ] [ 0.62965623 0.50637487 0.52939581 0.42118472 0.29515488] [ 0.53889117 0.4394117 0.39070164 0.55447339 0.45678593] [ 0.59772701 0.51948274 0.55038993 0.37729676 0.40831647] [ 0.13629382 0.57339022 0.39301062 0.89023873 0.55333487] [ 0.78474609 0.34307259 0.49811032 0.18254837 0.41287028] [ 0.47659925 0.44258176 0.44994131 0.53005004 0.50335397] [ 0.27374387 0.61322918 0.3725421 0.7435767 0.46371585] [ 0.72643447 0.46393082 0.41880946 0.29130188 0.2655821 ] [ 0.13320899 0.64435225 0.40160502 0.6936243 0.54070257] [ 0.82523788 0.35888266 0.57553935 0.2385899 0.39566299] [ 0.63616821 0.47550018 0.46494949 0.59820298 0.37513921] [ 0.79622132 0.2523402 0.5337193 0.16824393 0.35800434] [ 0.66824397 0.48169834 0.38309494 0.39402056 0.36154933] [ 0.75486117 0.26913067 0.48430942 0.24637464 0.4240065 ] [ 0.31951128 0.39796183 0.59505012 0.70895098 0.51439268] [ 0.36098629 0.43026835 0.46265518 0.77827424 0.42726646] [ 0.65651502 0.52214667 0.38289735 0.55687547 0.44777935] [ 0.44497944 0.49338864 0.41030721 0.68742058 0.33051851] [ 0.48097208 0.40535195 0.51440814 0.74133797 0.32370713] [ 0.48243959 0.39899368 0.62135925 0.51885491 0.4253681 ] [ 0.13256968 0.55435704 0.48489067 0.93885801 0.59537037] [ 0.40783522 0.4598148 0.50927976 0.41158043 0.51196878] [ 0.32756485 0.4593006 0.45589864 0.82943265 0.45232002] [ 0.59490118 0.60505361 0.50441429 0.6270879 0.49299746] [ 0.67391535 0.45753369 0.5875436 0.55775462 0.43560625] [ 0.35504352 0.60956665 0.51414809 0.72394551 0.49525118] [ 0.72623651 0.37928185 0.54605136 0.28465017 0.33844176] [ 0.76621034 0.37268744 0.62460699 0.38484968 0.39712927] [ 0.09263098 0.5253591 0.47665193 0.89822034 0.52640657] [ 0.23133789 0.5681396 0.55928693 0.7400714 0.5965573 ] [ 0.70824777 0.53656817 0.35139415 0.70442737 0.4084806 ] [ 0.53469888 0.44018075 0.54804997 0.37538669 0.54532686] [ 0.53439448 0.55259786 0.44114491 0.57500086 0.5149786 ] [ 0.43818085 0.58491808 0.43306292 0.45899775 0.44948305] [ 0.79522666 0.53122338 0.41388579 0.44780574 0.41275917] [ 0.35536908 0.47746029 0.50220472 0.57988249 0.43078461] [ 0.89772733 0.3403145 0.51832891 0.10963294 0.3647685 ] [ 0.83172907 0.35814345 0.50882663 0.27336821 0.39497131] [ 0.82293025 0.39970028 0.5018369 0.22148104 0.43022138] [ 0.60736695 0.49077134 0.49780033 0.40598019 0.47434282] [ 0.70268669 0.4590404 0.66254208 0.43437277 0.45748768] Progress: 12.7% ... Training loss: 0.705 ... Validation loss: 1.239[ 0.59881668 0.45419997 0.54295584 0.27180128 0.49773535] [ 0.29245671 0.56011093 0.31318672 0.85057879 0.49967957] [ 0.13083897 0.62996264 0.41254065 0.91294664 0.42049422] [ 0.29311137 0.46309448 0.66682416 0.72791089 0.47888879] [ 0.40029264 0.41671858 0.40861588 0.581112 0.51883562] [ 0.50723364 0.48580666 0.48669683 0.64633669 0.43478361] [ 0.68970537 0.40131468 0.52012087 0.27174315 0.4426399 ] [ 0.78710643 0.41758522 0.47027736 0.37636331 0.50123547] [ 0.57454273 0.58008717 0.26903721 0.60557403 0.38524958] [ 0.14946452 0.4407521 0.49520047 0.92017712 0.61085792] [ 0.36165313 0.62367764 0.45367144 0.80657369 0.38479181] [ 0.62255281 0.60516466 0.4887361 0.62120814 0.44405002] [ 0.28561244 0.5811735 0.48940633 0.79720444 0.50681545] [ 0.47303487 0.51126836 0.37872567 0.61229456 0.39426911] [ 0.68680424 0.37994224 0.65306081 0.29752049 0.48721977] [ 0.56193514 0.51300135 0.45717703 0.50822566 0.55624744] [ 0.56045565 0.55185785 0.49215221 0.53090446 0.54576581] [ 0.43663287 0.58756282 0.3550159 0.6578629 0.49338281] [ 0.60330978 0.64466534 0.30590699 0.69931004 0.42893517] [ 0.29487182 0.36790509 0.60138815 0.75620784 0.55545753] [ 0.74296172 0.514579 0.54957761 0.4189149 0.50727007] [ 0.45149014 0.5860479 0.58100455 0.53233442 0.44843084] [ 0.5356746 0.41533142 0.4114945 0.45977928 0.48160164] [ 0.37343397 0.44010655 0.53905525 0.54280831 0.51308883] [ 0.46017617 0.3994863 0.4610822 0.62349257 0.37537782] [ 0.72269715 0.48318278 0.47305555 0.1766135 0.48621902] [ 0.64365891 0.58639305 0.45570901 0.47818071 0.42417806] [ 0.31175402 0.69797082 0.3481508 0.77055788 0.43903656] [ 0.50329056 0.54781075 0.57762038 0.49239915 0.39510469] [ 0.54876693 0.53223043 0.51465349 0.53052471 0.42561747] [ 0.1892593 0.5012771 0.46705744 0.8243183 0.54714883] [ 0.86803184 0.48396873 0.49589415 0.29242786 0.39317911] [ 0.42796092 0.59172332 0.41800837 0.58489827 0.40407134] [ 0.76968294 0.36689745 0.53132439 0.26285719 0.48220838] [ 0.1768395 0.50930381 0.48809887 0.81590755 0.51541668] [ 0.46810901 0.44541879 0.59530737 0.68546451 0.45457298] [ 0.73721952 0.4089773 0.66022378 0.21959367 0.52247803] [ 0.3854674 0.47145598 0.5357835 0.81836928 0.43751566] [ 0.64912275 0.47697059 0.42765544 0.30549872 0.48166717] [ 0.1769117 0.56158598 0.42453819 0.9319032 0.48074184] [ 0.64601373 0.43023766 0.60841449 0.37685632 0.46399719] [ 0.55623509 0.49113995 0.43049542 0.48755453 0.58366518] [ 0.42312095 0.47787344 0.54882791 0.73354945 0.41218676] [ 0.63251164 0.49514486 0.5148563 0.58380961 0.4009199 ] [ 0.85768042 0.40295117 0.47063807 0.20577984 0.2979224 ] [ 0.5905989 0.42210215 0.6073932 0.51979586 0.41779852] [ 0.63834554 0.42093422 0.50022478 0.41546002 0.38384986] [ 0.24857058 0.49220397 0.52800882 0.75367363 0.40999748] [ 0.22522598 0.52824585 0.57063562 0.85210575 0.45185972] [ 0.74564221 0.47243727 0.49602616 0.22567305 0.39559101] [ 0.71108116 0.43045225 0.4719739 0.29287683 0.47190485] [ 0.58300733 0.56874486 0.50458417 0.43744327 0.39853801] [ 0.67610357 0.46631043 0.51061123 0.46557906 0.39506178] [ 0.53898842 0.40657856 0.65774684 0.3862266 0.54064089] [ 0.47332651 0.43165319 0.53004069 0.50340713 0.35640344] [ 0.55668818 0.58516917 0.48304885 0.47082966 0.49622268] [ 0.68552951 0.36710559 0.33426585 0.3796483 0.39197558] [ 0.32441971 0.46085957 0.51572786 0.63000907 0.4391493 ] [ 0.19004338 0.5114074 0.45389059 0.85614163 0.45118792] [ 0.47237032 0.49954511 0.44954619 0.5259542 0.45449958] [ 0.72172813 0.3598055 0.65568071 0.35628908 0.42333169] [ 0.75805068 0.23184894 0.40889527 0.23173334 0.36519384] [ 0.8066312 0.45413876 0.57264888 0.16502479 0.47835841] [ 0.56082753 0.47418719 0.36279873 0.45876651 0.35090461] [ 0.64461619 0.5202969 0.53090879 0.42403917 0.44085955] [ 0.27922029 0.58795537 0.28760729 0.77904086 0.45735615] [ 0.21495876 0.48423228 0.45009976 0.83126035 0.45343763] [ 0.51749819 0.56431488 0.4162858 0.7074256 0.31638783] [ 0.48503448 0.42291164 0.61822573 0.64935022 0.42945789] [ 0.26864156 0.52603014 0.53654422 0.68543032 0.42088654] [ 0.71949021 0.36022873 0.53174172 0.2066217 0.47621702] [ 0.660183 0.55566784 0.59469078 0.37715078 0.51797754] [ 0.87165819 0.4566561 0.54165123 0.29576699 0.36147858] [ 0.76258399 0.44341348 0.60932339 0.29296869 0.46790412] [ 0.53052025 0.41971351 0.47169999 0.4622437 0.46482367] [ 0.85565102 0.40488023 0.37925316 0.12916879 0.2402405 ] [ 0.57318089 0.41278217 0.47071432 0.5331437 0.38982611] [ 0.15837068 0.52930233 0.57894936 0.8140253 0.57351116] [ 0.19383169 0.47614096 0.44746962 0.82286379 0.57711814] [ 0.74961459 0.44734358 0.438434 0.37168483 0.3091877 ] [ 0.4636377 0.62110153 0.49531556 0.76051862 0.58462288] [ 0.62247768 0.57219269 0.45614025 0.56334805 0.46213296] [ 0.21329835 0.50233775 0.49955975 0.82802129 0.35735112] [ 0.28826069 0.54522852 0.34764327 0.74716468 0.51216418] [ 0.38827672 0.60612599 0.31335249 0.65375157 0.38767523] [ 0.26360642 0.5556737 0.5284106 0.81900023 0.4739917 ] [ 0.47027396 0.42661717 0.56168013 0.49807188 0.48369186] [ 0.56693863 0.65748029 0.44315581 0.67719527 0.34254617] [ 0.54546737 0.59669577 0.28277519 0.78695031 0.41232813] [ 0.77659425 0.39179042 0.57597734 0.22960905 0.44315702] [ 0.18314465 0.65946663 0.33386967 0.87864409 0.41617187] [ 0.3613542 0.68339736 0.4034675 0.77040901 0.52434511] [ 0.63387646 0.49277209 0.41405237 0.42597055 0.34185181] [ 0.44542178 0.52423806 0.42223951 0.51072165 0.54747908] [ 0.40023538 0.40553611 0.49579889 0.76425569 0.49687399] [ 0.23412938 0.48474653 0.63678179 0.65569447 0.58256257] [ 0.60540209 0.44416899 0.55514553 0.36429572 0.38523315] [ 0.84927918 0.39817483 0.482202 0.33215845 0.31674561] [ 0.79126296 0.42668869 0.46103926 0.2088161 0.29907226] [ 0.65031712 0.41805924 0.46918455 0.37614932 0.36670982] [ 0.65695306 0.50389834 0.47383596 0.50866614 0.36086129] [ 0.63945037 0.47959316 0.47153638 0.46879065 0.37683296] [ 0.73688614 0.53685087 0.5393813 0.45904513 0.41770824] [ 0.83237749 0.37927718 0.52352257 0.10660235 0.40751865] [ 0.60731534 0.34574345 0.51203689 0.56206621 0.30261022] [ 0.46725969 0.4204835 0.46676736 0.63837932 0.46948554] [ 0.60325249 0.59494809 0.52155659 0.41834528 0.65307041] [ 0.37480773 0.55812853 0.39555663 0.87044469 0.41472895] [ 0.47015132 0.40562978 0.53028974 0.61155156 0.32985134] [ 0.32862842 0.4121521 0.4824864 0.6509004 0.38306314] [ 0.53085865 0.54074982 0.3566919 0.44718241 0.43201889] [ 0.83378015 0.30771564 0.58640894 0.20365326 0.43953961] [ 0.21308162 0.60097817 0.4743918 0.75785402 0.47605078] [ 0.76424246 0.42793559 0.54701006 0.22068123 0.45843111] [ 0.29672681 0.57056699 0.51008901 0.86530526 0.46936903] [ 0.16654186 0.49432527 0.47607251 0.77123336 0.53411415] [ 0.54712837 0.66626989 0.36098937 0.72929902 0.35297949] [ 0.3942285 0.46581125 0.52104126 0.5229954 0.51428634] [ 0.42940295 0.43683034 0.41384994 0.75278511 0.34256851] [ 0.33922876 0.47879981 0.55639001 0.66524323 0.38713559] [ 0.38031505 0.46402298 0.47976258 0.80813822 0.44842605] [ 0.42186693 0.60534401 0.68185577 0.42478144 0.52999318] [ 0.76857791 0.42137701 0.506435 0.307454 0.46095566] [ 0.43753835 0.48590361 0.47377426 0.76281686 0.53521321] [ 0.80056798 0.49170813 0.51067749 0.22184908 0.38994873] [ 0.63419 0.47125687 0.42417669 0.37428275 0.28742149] [ 0.40244314 0.42357417 0.68297485 0.63996578 0.51228618] [ 0.29119585 0.53303071 0.4692915 0.77526877 0.34718936] Progress: 12.8% ... Training loss: 0.704 ... Validation loss: 1.249[ 0.50452872 0.65498265 0.32109081 0.6064535 0.30911322] [ 0.62543111 0.5309038 0.5347883 0.49633348 0.36496745] [ 0.22189542 0.56071993 0.33779276 0.82652034 0.43746509] [ 0.72785893 0.40126809 0.55903379 0.2999958 0.42804903] [ 0.64011549 0.51041433 0.49922027 0.51727419 0.51169705] [ 0.65867448 0.47861519 0.43654931 0.40815246 0.32816185] [ 0.21552121 0.55941307 0.55772227 0.82264154 0.44948158] [ 0.2428077 0.43222057 0.4280162 0.85125601 0.4099222 ] [ 0.31605419 0.41640952 0.563868 0.56576367 0.38488154] [ 0.4633204 0.44380478 0.63542045 0.66174113 0.33524954] [ 0.73159271 0.41805818 0.54387226 0.32307606 0.45840284] [ 0.7314358 0.38231341 0.44226847 0.34453027 0.40916872] [ 0.26951536 0.58659699 0.51684379 0.77580622 0.47765862] [ 0.62606267 0.40792849 0.48154982 0.39595281 0.43758723] [ 0.5574992 0.40849669 0.54392529 0.45386308 0.48451754] [ 0.82471166 0.5576248 0.44784746 0.30969277 0.42882761] [ 0.50830909 0.52703216 0.58145894 0.53942646 0.48638401] [ 0.39006691 0.47197832 0.5497115 0.41080149 0.61781092] [ 0.7560458 0.51244269 0.5488488 0.25587252 0.39869693] [ 0.32884413 0.52931864 0.45765023 0.68484995 0.38033589] [ 0.38044557 0.5070724 0.46162783 0.67587175 0.61666567] [ 0.41623715 0.51402528 0.35832883 0.60767184 0.46857775] [ 0.52708218 0.46453798 0.50594699 0.48366451 0.5311506 ] [ 0.63616118 0.51303505 0.39058365 0.58945644 0.3311121 ] [ 0.11300378 0.58142698 0.45549011 0.91044157 0.50822501] [ 0.1616613 0.51826581 0.48185714 0.7672816 0.52554316] [ 0.69247758 0.3375661 0.49582422 0.25984667 0.33674339] [ 0.35519532 0.47263724 0.48743925 0.7334661 0.5694892 ] [ 0.31050181 0.56062176 0.39843778 0.76868603 0.57933882] [ 0.27298945 0.61437526 0.36562601 0.81616768 0.52794947] [ 0.50140442 0.47744469 0.559222 0.74622816 0.4402741 ] [ 0.67156039 0.49374339 0.45612555 0.41514222 0.3353913 ] [ 0.19157504 0.58642729 0.49782814 0.79622932 0.5879628 ] [ 0.38629744 0.37661301 0.57469259 0.49813488 0.57504274] [ 0.57394673 0.48866168 0.45064143 0.56449245 0.31529554] [ 0.83311078 0.35734445 0.67329981 0.21690381 0.44717595] [ 0.32472904 0.48853144 0.53640319 0.82015015 0.2993473 ] [ 0.18691508 0.46600336 0.57700432 0.86359823 0.60473788] [ 0.50784214 0.50586341 0.45167083 0.62171653 0.52538585] [ 0.2579295 0.49717201 0.63455359 0.75833529 0.58482413] [ 0.74965036 0.4287536 0.39003474 0.30407658 0.33668252] [ 0.41879155 0.52901183 0.28776409 0.64289007 0.46395374] [ 0.18728152 0.5807013 0.38218695 0.83623372 0.46137504] [ 0.50829773 0.52396742 0.47300399 0.66173353 0.37415122] [ 0.76532997 0.47635915 0.5778371 0.31571542 0.4351906 ] [ 0.27364128 0.47537917 0.45077899 0.54273875 0.66304754] [ 0.47468737 0.48737231 0.51843136 0.60646382 0.56321834] [ 0.45785043 0.3931469 0.58639071 0.76993994 0.5225086 ] [ 0.521017 0.53146168 0.52287916 0.52492393 0.54253183] [ 0.33971022 0.64223217 0.42594264 0.70740565 0.4436282 ] [ 0.21425177 0.45267222 0.68629017 0.69407078 0.56901375] [ 0.76655094 0.46148962 0.44780756 0.15898143 0.35325599] [ 0.76101089 0.40200229 0.64634026 0.23544396 0.43795194] [ 0.49347292 0.65982403 0.41239634 0.62666798 0.56622454] [ 0.74065416 0.46322735 0.32084812 0.28068154 0.31566438] [ 0.82032696 0.31028303 0.52346597 0.20053739 0.3612434 ] [ 0.324933 0.52791687 0.49951543 0.7278793 0.42860888] [ 0.41709269 0.57231233 0.50451848 0.67676977 0.58314841] [ 0.56045226 0.45035143 0.46105593 0.39272484 0.47966513] [ 0.64379314 0.47281561 0.56027781 0.43941372 0.39065921] [ 0.60221499 0.34441013 0.65436476 0.48607897 0.43956526] [ 0.18085644 0.51088521 0.52534411 0.77043987 0.66110353] [ 0.31058799 0.38050794 0.44114881 0.51758675 0.69631725] [ 0.51178035 0.46379605 0.41128501 0.52340462 0.42483875] [ 0.17358536 0.55636044 0.49104363 0.8932385 0.54785688] [ 0.77534334 0.39046522 0.51058282 0.20103469 0.37219218] [ 0.75165469 0.43274957 0.46820495 0.21304482 0.32867887] [ 0.26448321 0.34620038 0.47444821 0.78778806 0.59892848] [ 0.54878362 0.43562571 0.60303044 0.59625298 0.44604487] [ 0.75454338 0.46496002 0.51651423 0.22892327 0.44846509] [ 0.83906974 0.41385025 0.57020237 0.29313183 0.46151147] [ 0.61654825 0.57662146 0.4544008 0.52158806 0.37446547] [ 0.57103641 0.40214488 0.43647726 0.42910473 0.39616238] [ 0.57679548 0.53953314 0.48885753 0.59225505 0.34121274] [ 0.58048184 0.51332003 0.46506898 0.33935665 0.42322344] [ 0.38011031 0.44389438 0.4681494 0.62793619 0.51448745] [ 0.65261898 0.59359224 0.50743031 0.45007133 0.49386488] [ 0.78142141 0.4522643 0.52588271 0.29106966 0.37324356] [ 0.49338024 0.59651899 0.59653728 0.64522756 0.48165379] [ 0.82886716 0.40269316 0.49786595 0.2212436 0.38385452] [ 0.46647941 0.45329896 0.53673279 0.59896609 0.52499395] [ 0.42670324 0.46347675 0.47101249 0.43517806 0.57918096] [ 0.13314641 0.6447062 0.4014849 0.69379375 0.54084581] [ 0.48330229 0.46610484 0.68494812 0.72296253 0.42090749] [ 0.73911729 0.55519688 0.54542102 0.34776388 0.41234395] [ 0.55600836 0.44451646 0.47231787 0.50911385 0.54232604] [ 0.5384862 0.39079438 0.35773993 0.41617804 0.35005268] [ 0.44831377 0.39864822 0.55899842 0.63702671 0.39153653] [ 0.58683271 0.4631208 0.64308064 0.56889891 0.37644591] [ 0.90243015 0.29129198 0.51847909 0.15619076 0.35697436] [ 0.80054829 0.38961778 0.52866296 0.25842203 0.43498179] [ 0.48670234 0.38967749 0.49750344 0.75875085 0.46339486] [ 0.78233 0.26719817 0.54413646 0.16996388 0.39167193] [ 0.29202928 0.53280961 0.46936811 0.77488057 0.34711012] [ 0.6354376 0.38933614 0.66859423 0.47148559 0.38459171] [ 0.49446634 0.39690131 0.61165444 0.58601697 0.33655989] [ 0.55935144 0.32258532 0.55644158 0.5226301 0.49998137] [ 0.33428178 0.67152036 0.48113689 0.80656011 0.52416398] [ 0.63393248 0.3935143 0.59605689 0.35640066 0.5145908 ] [ 0.80741047 0.45358172 0.5728311 0.16461369 0.47814008] [ 0.53716373 0.5018846 0.52947019 0.41025975 0.55630576] [ 0.45554963 0.49998538 0.45255379 0.68719193 0.56038733] [ 0.49577228 0.66555856 0.41635235 0.68027709 0.43217093] [ 0.67294653 0.56399073 0.57609172 0.41081648 0.31655539] [ 0.50018274 0.46035027 0.45245633 0.66408799 0.50717316] [ 0.64629137 0.47796874 0.57592645 0.51351849 0.42603075] [ 0.36020797 0.55183875 0.40403712 0.50997968 0.59314335] [ 0.2259309 0.48572874 0.60019739 0.74164791 0.64018763] [ 0.65305238 0.49025063 0.41198218 0.33156747 0.35089118] [ 0.42754777 0.5228472 0.49930299 0.72657763 0.47680261] [ 0.52730966 0.44012155 0.5127603 0.65960316 0.59333294] [ 0.71965711 0.43222019 0.60799321 0.35471145 0.44692176] [ 0.34878933 0.73720004 0.38463433 0.83080764 0.51369083] [ 0.81677239 0.31272972 0.44054268 0.28292358 0.34810618] [ 0.2211478 0.44779371 0.46308721 0.85163365 0.54827886] [ 0.57450179 0.34386091 0.57544633 0.2859168 0.60155217] [ 0.72475341 0.30192811 0.62883296 0.24486864 0.41745511] [ 0.77280289 0.3789997 0.62892006 0.36160387 0.46680418] [ 0.43276144 0.48083074 0.38272498 0.6850239 0.41294152] [ 0.41376413 0.46828818 0.59242464 0.66710015 0.48428918] [ 0.61857276 0.57296953 0.59555715 0.48068585 0.43318322] [ 0.50978994 0.66878558 0.38461706 0.68241534 0.42135888] [ 0.19900948 0.51799374 0.54603539 0.82933627 0.6406584 ] [ 0.49106326 0.29070125 0.52748987 0.64866207 0.33087334] [ 0.448336 0.41979836 0.59286381 0.68937086 0.39728233] [ 0.389793 0.33265028 0.52167694 0.67752574 0.35114205] [ 0.30565492 0.5676292 0.34524408 0.76433061 0.38935329] [ 0.54851483 0.60288048 0.27490226 0.72146439 0.29278265] Progress: 12.8% ... Training loss: 0.704 ... Validation loss: 1.241[ 0.56210676 0.5789431 0.36163549 0.48884036 0.39604595] [ 0.42956342 0.49397347 0.38394944 0.50976413 0.39375864] [ 0.26931451 0.60447859 0.44551394 0.75150602 0.49351257] [ 0.23716265 0.5261785 0.54984499 0.79356907 0.37401476] [ 0.45329622 0.61707807 0.37650347 0.75069569 0.40125914] [ 0.69624312 0.33554937 0.53772821 0.27494116 0.4410515 ] [ 0.7787255 0.35344305 0.52022264 0.25023441 0.43166642] [ 0.61921358 0.57052713 0.4459316 0.47917016 0.49054706] [ 0.16810669 0.66998415 0.34393747 0.91231962 0.43493004] [ 0.82853557 0.37380724 0.60534259 0.22781584 0.43673771] [ 0.49424009 0.51922382 0.44155595 0.50176025 0.42774823] [ 0.73320123 0.30248749 0.5103727 0.38094827 0.35126152] [ 0.62053684 0.39837884 0.46863558 0.26819437 0.53219737] [ 0.57362064 0.44997796 0.60195298 0.47173916 0.37314853] [ 0.4615521 0.47742145 0.56487589 0.39338629 0.57250519] [ 0.50820865 0.48449856 0.50867655 0.47928336 0.50091744] [ 0.63939862 0.44306714 0.41401352 0.6009838 0.4299142 ] [ 0.63730833 0.55452102 0.35862009 0.37875137 0.4552759 ] [ 0.66769179 0.3702931 0.46245926 0.37343221 0.47028638] [ 0.51781304 0.56439232 0.41625214 0.70731817 0.31640629] [ 0.72620199 0.31985962 0.57602748 0.49498154 0.43450341] [ 0.26213061 0.50055311 0.40459103 0.75697984 0.56590477] [ 0.69715142 0.55330576 0.42348685 0.56492798 0.45002622] [ 0.73302405 0.32925355 0.64529558 0.2602529 0.40908468] [ 0.47277078 0.40451432 0.6632691 0.56782302 0.44624719] [ 0.66205112 0.4200224 0.55748805 0.38524482 0.45546158] [ 0.12870745 0.42519245 0.42749687 0.88329873 0.55508269] [ 0.1853015 0.57742516 0.46451698 0.80973075 0.57207837] [ 0.75062006 0.45903064 0.53781682 0.20002795 0.5095017 ] [ 0.5325103 0.66609369 0.32078818 0.69268813 0.53008721] [ 0.29260198 0.63473762 0.36800988 0.70391656 0.46364404] [ 0.61898817 0.4052952 0.5684525 0.43556592 0.35257185] [ 0.78793577 0.53014006 0.45040031 0.52826653 0.4044721 ] [ 0.69933923 0.53410563 0.51636901 0.48157158 0.2780008 ] [ 0.3186369 0.47600774 0.446931 0.5831204 0.74242618] [ 0.73916776 0.51310897 0.25879731 0.39726576 0.29803219] [ 0.24300929 0.54645029 0.46599651 0.78220953 0.44346299] [ 0.75990753 0.42965975 0.53167974 0.33693049 0.45831907] [ 0.52274906 0.55815484 0.46794843 0.58751164 0.5606101 ] [ 0.59110482 0.49296715 0.31943822 0.57775563 0.42565052] [ 0.39028069 0.58710191 0.45789535 0.70499301 0.55287725] [ 0.73825879 0.41236322 0.5222201 0.43414019 0.41213791] [ 0.5933169 0.61809301 0.40240058 0.58406274 0.36443129] [ 0.34374336 0.54834944 0.41980992 0.65375393 0.55457853] [ 0.49817862 0.57475205 0.50531775 0.42404801 0.43327725] [ 0.26769898 0.47715425 0.47726522 0.87213671 0.43798424] [ 0.53464309 0.35631502 0.44650603 0.57448669 0.33258751] [ 0.55046296 0.51376345 0.40274511 0.52729115 0.43702777] [ 0.51610263 0.54957513 0.5295522 0.45391008 0.50682954] [ 0.14329016 0.48751964 0.5575782 0.76449225 0.44408649] [ 0.47540322 0.58713776 0.45196082 0.54889357 0.39235874] [ 0.44535719 0.51958229 0.49521537 0.73198065 0.32984461] [ 0.7332578 0.36066533 0.5975097 0.33731482 0.5036436 ] [ 0.60785669 0.46745793 0.49771639 0.59012739 0.41396843] [ 0.24159764 0.59773972 0.40189723 0.71183898 0.46141208] [ 0.49395989 0.48988998 0.5662482 0.7717126 0.39941726] [ 0.50209817 0.43009985 0.48976937 0.54108497 0.49332609] [ 0.48340352 0.40702906 0.65470967 0.30408801 0.53172922] [ 0.87862442 0.32997857 0.63332135 0.15533785 0.34465121] [ 0.50272498 0.59696146 0.49169843 0.71576721 0.35213634] [ 0.55949964 0.47363716 0.53798705 0.42814551 0.57031704] [ 0.61170213 0.49423012 0.47397638 0.45874429 0.42515715] [ 0.77345455 0.44159781 0.59123279 0.20835127 0.47761032] [ 0.43943876 0.62890711 0.34586554 0.5451761 0.39692294] [ 0.50272498 0.59696146 0.49169843 0.71576721 0.35213634] [ 0.62016346 0.51247552 0.57829782 0.38991989 0.42583947] [ 0.38360985 0.52883328 0.34075434 0.65659124 0.52626895] [ 0.72344173 0.42491645 0.497375 0.38100544 0.31331211] [ 0.74972897 0.43061972 0.52979643 0.34393438 0.40665799] [ 0.62116498 0.48439341 0.46616667 0.57316103 0.27676888] [ 0.2751259 0.50196481 0.6228377 0.78173986 0.54566176] [ 0.14049792 0.53230022 0.39085093 0.86327916 0.42908972] [ 0.3250148 0.522571 0.42116999 0.8419848 0.31274437] [ 0.30833518 0.63675055 0.39207468 0.65699664 0.44777393] [ 0.17289394 0.52737817 0.54342354 0.85747322 0.5205017 ] [ 0.64809272 0.43030158 0.56345427 0.51930427 0.45701051] [ 0.72470052 0.42370452 0.48459127 0.21983081 0.46274312] [ 0.8277585 0.49951444 0.43472061 0.28168141 0.28597991] [ 0.21303844 0.5373125 0.48624298 0.86134448 0.46076154] [ 0.66175165 0.40211763 0.59136618 0.31188236 0.45285141] [ 0.15820495 0.53709151 0.49124608 0.84405046 0.3910374 ] [ 0.12539491 0.5197821 0.60563098 0.87173541 0.65142003] [ 0.57309577 0.43306193 0.57628796 0.44344948 0.5522122 ] [ 0.79782197 0.46644275 0.62890053 0.13151755 0.50659147] [ 0.86368897 0.34266865 0.47022537 0.11344648 0.28109906] [ 0.10244739 0.41880442 0.44314173 0.90647489 0.50706754] [ 0.37455607 0.58409768 0.40914543 0.76447939 0.56522331] [ 0.44598316 0.52410049 0.42228043 0.51028559 0.54743456] [ 0.14713967 0.62887085 0.55014178 0.91486613 0.48610128] [ 0.65347372 0.45741302 0.59750815 0.46080009 0.45570432] [ 0.6094127 0.45196365 0.61846999 0.47290561 0.50785857] [ 0.33008649 0.6440948 0.60792371 0.67418621 0.49190084] [ 0.68795487 0.49180148 0.53372092 0.33260105 0.34256795] [ 0.25371255 0.63819206 0.45878832 0.72607929 0.48060346] [ 0.70768991 0.34168056 0.5839747 0.3133153 0.37752887] [ 0.65530162 0.53800186 0.56664063 0.44559131 0.4730119 ] [ 0.29703507 0.5595493 0.50796884 0.70083051 0.57630069] [ 0.67436482 0.4846223 0.46521022 0.35863467 0.41875881] [ 0.33834947 0.50979871 0.50753435 0.78813695 0.35152232] [ 0.49574162 0.44323046 0.56072148 0.67311364 0.43707611] [ 0.48929691 0.4335154 0.49891582 0.4012733 0.6693606 ] [ 0.55864221 0.46703538 0.49671348 0.58483907 0.41619898] [ 0.52527562 0.46756995 0.5599622 0.43781421 0.64199018] [ 0.57579071 0.49316478 0.4776238 0.57525058 0.32212648] [ 0.43014886 0.43397903 0.50623852 0.6547761 0.40143435] [ 0.43715304 0.55641198 0.50841571 0.74961996 0.34528602] [ 0.53560703 0.48403854 0.53724017 0.58567968 0.35490118] [ 0.62958082 0.50608699 0.46728945 0.35595635 0.47060761] [ 0.35954904 0.48177348 0.58745181 0.76528991 0.48111373] [ 0.5404684 0.49063361 0.3802387 0.65786355 0.37639332] [ 0.48137124 0.46062443 0.43480275 0.46179023 0.37588122] [ 0.22137087 0.52305471 0.5771321 0.68066297 0.61554642] [ 0.61009749 0.67586657 0.40768535 0.63175512 0.41755728] [ 0.30653572 0.63147504 0.40755396 0.88242578 0.4324856 ] [ 0.47623871 0.47324331 0.36064211 0.59501295 0.53120802] [ 0.42729982 0.44932832 0.46030446 0.64109477 0.29708233] [ 0.18914783 0.50481441 0.50204683 0.75408079 0.3977464 ] [ 0.55256528 0.44738347 0.53820237 0.45878863 0.48852427] [ 0.30456192 0.46538455 0.46343573 0.67358135 0.57950288] [ 0.35265797 0.48637384 0.61546191 0.69352766 0.51592185] [ 0.71693506 0.54833459 0.55456465 0.41308542 0.42354182] [ 0.62693113 0.36121979 0.59483065 0.47957719 0.45474281] [ 0.88308436 0.30494339 0.49047423 0.14291066 0.36663206] [ 0.69749116 0.46290508 0.39774086 0.53400939 0.50072672] [ 0.2028445 0.5725229 0.40852043 0.84327363 0.38021809] [ 0.1011094 0.59963609 0.56775456 0.86940982 0.612207 ] [ 0.48838993 0.47708257 0.44557853 0.54049 0.32315096] [ 0.39767868 0.42333382 0.46601041 0.53220091 0.45633029] Progress: 12.8% ... Training loss: 0.703 ... Validation loss: 1.244[ 0.5149822 0.45519489 0.61994666 0.31889791 0.56941229] [ 0.6929231 0.43197623 0.55641921 0.35246569 0.50456507] [ 0.74724905 0.47187675 0.47897195 0.42636116 0.3262152 ] [ 0.37946957 0.58928026 0.3985588 0.55914738 0.49958764] [ 0.35668582 0.43160346 0.51251837 0.76503676 0.35831642] [ 0.13680898 0.54895636 0.35951251 0.87125668 0.43011618] [ 0.53974299 0.52104804 0.44190869 0.38760717 0.47065063] [ 0.29929165 0.58314265 0.35276119 0.76098827 0.56914903] [ 0.33642493 0.5014782 0.5578733 0.45586876 0.74501371] [ 0.1261233 0.56135702 0.55081049 0.86244497 0.44765783] [ 0.42562689 0.47596615 0.45224245 0.7724546 0.4363332 ] [ 0.32859264 0.48566305 0.45095474 0.52314786 0.55816554] [ 0.5239089 0.38993243 0.57364393 0.66542994 0.46541469] [ 0.7283284 0.46467546 0.55939793 0.43562089 0.40591291] [ 0.56354161 0.59391506 0.60431381 0.45489866 0.52752829] [ 0.37019079 0.49937445 0.52367022 0.71905373 0.42696867] [ 0.61317811 0.40236658 0.55184938 0.50147857 0.4663105 ] [ 0.24109356 0.46647004 0.48428123 0.72464341 0.43530171] [ 0.7227132 0.46795978 0.45133214 0.36645931 0.30181704] [ 0.18466272 0.51409133 0.52677582 0.72539544 0.52120606] [ 0.51263401 0.38849171 0.43603042 0.54488531 0.45496569] [ 0.65432619 0.53864088 0.42101991 0.4267133 0.34202909] [ 0.26918451 0.57535227 0.42431318 0.72658375 0.49889345] [ 0.73082783 0.49218747 0.54166898 0.53481695 0.47953392] [ 0.34250615 0.63806781 0.39832027 0.79352831 0.44278021] [ 0.35188039 0.51052116 0.42586793 0.79864735 0.32050597] [ 0.58574827 0.3891921 0.55874336 0.44000385 0.40460758] [ 0.84467317 0.43514412 0.56194047 0.4693356 0.38516026] [ 0.43672523 0.53740376 0.54926176 0.64772784 0.34550299] [ 0.73188915 0.3678319 0.59084176 0.23960889 0.43075552] [ 0.46575273 0.56339392 0.40207766 0.55880152 0.46340645] [ 0.77111334 0.37039879 0.51078072 0.23323744 0.33351903] [ 0.30462988 0.47214171 0.52144362 0.77245766 0.32440879] [ 0.19848199 0.6677789 0.4614643 0.84252646 0.59479428] [ 0.24555025 0.53220562 0.46941557 0.80547651 0.63607428] [ 0.70627893 0.47989119 0.40332435 0.34141011 0.4156821 ] [ 0.6854175 0.51073921 0.43715954 0.36995763 0.34566835] [ 0.24305931 0.55550359 0.32280663 0.79123983 0.61679434] [ 0.34781892 0.62270651 0.35636079 0.73299313 0.42701639] [ 0.53298838 0.48938762 0.56115184 0.42966019 0.4008558 ] [ 0.40163972 0.68114661 0.42677679 0.64720569 0.46479549] [ 0.86096421 0.35297071 0.59328528 0.12897897 0.25698616] [ 0.38792582 0.57833945 0.5454835 0.61075769 0.4947905 ] [ 0.37946546 0.46483992 0.47947367 0.80845552 0.44874871] [ 0.19584354 0.4257898 0.48211568 0.72718133 0.44100746] [ 0.72240578 0.59701443 0.35432764 0.49149787 0.33208652] [ 0.86764174 0.51912546 0.60985032 0.34956797 0.33971877] [ 0.18507403 0.55724071 0.50261258 0.91057904 0.57547581] [ 0.57901229 0.57000135 0.57951423 0.62359248 0.43622557] [ 0.42478568 0.45629531 0.5442312 0.7024132 0.62225266] [ 0.44370791 0.56532924 0.42542975 0.67036336 0.50588619] [ 0.08917484 0.54225422 0.40810106 0.89896448 0.45694004] [ 0.57814134 0.43149411 0.59509915 0.30854301 0.4156808 ] [ 0.80256016 0.47044696 0.55518102 0.36892542 0.4562095 ] [ 0.37538996 0.53437363 0.51078854 0.78447206 0.46735596] [ 0.64620224 0.50147344 0.62791582 0.52849556 0.39911632] [ 0.22935323 0.5212591 0.4052951 0.84494277 0.52720457] [ 0.48593398 0.5896993 0.43693187 0.52013602 0.40707901] [ 0.41075836 0.50602644 0.46724695 0.61604261 0.35352409] [ 0.62035638 0.47529603 0.64613196 0.47166431 0.34053788] [ 0.56712778 0.42863682 0.44817826 0.47050618 0.39678065] [ 0.17982831 0.4717164 0.42053209 0.856851 0.5558885 ] [ 0.69050964 0.5030167 0.42317179 0.58391863 0.4604856 ] [ 0.3779739 0.56170438 0.3528652 0.65764342 0.47123228] [ 0.73882844 0.40412916 0.33211515 0.44568592 0.385989 ] [ 0.57185892 0.58344416 0.47907826 0.59718355 0.46924156] [ 0.14414679 0.39731381 0.5997554 0.79767169 0.62770888] [ 0.86211075 0.39676505 0.44288372 0.1542538 0.27453084] [ 0.38159655 0.38987367 0.60936639 0.66791168 0.61350529] [ 0.57865778 0.45785302 0.63657615 0.37821041 0.47968525] [ 0.7269711 0.45784025 0.56169358 0.37136454 0.35266274] [ 0.27333676 0.48407913 0.5529639 0.65240994 0.63556854] [ 0.58042443 0.49612469 0.47929701 0.35520041 0.35026684] [ 0.54989218 0.41664379 0.54489617 0.43303286 0.59229 ] [ 0.6258128 0.32869046 0.54459078 0.53299069 0.32177917] [ 0.51595201 0.65155954 0.43310901 0.66218838 0.40762307] [ 0.48402427 0.55670807 0.41069467 0.63577206 0.41851591] [ 0.50650171 0.4726904 0.44752178 0.49231578 0.4689331 ] [ 0.27314703 0.42342376 0.54487573 0.82810082 0.45813095] [ 0.38446764 0.61324787 0.55789067 0.64107613 0.42834615] [ 0.64474524 0.58600185 0.45583991 0.47738725 0.42403072] [ 0.80054412 0.25901464 0.58937191 0.16958094 0.34861121] [ 0.74703032 0.43459788 0.51582434 0.43621807 0.39320854] [ 0.62433386 0.52288667 0.26276697 0.47136763 0.37874667] [ 0.66724035 0.44456158 0.60705507 0.54413633 0.4145152 ] [ 0.83292975 0.3074943 0.4719929 0.17190464 0.32656316] [ 0.32141952 0.50702114 0.43585168 0.63802368 0.58116708] [ 0.73649255 0.39926483 0.51199545 0.30301357 0.52111232] [ 0.29353813 0.49017133 0.64026223 0.75010285 0.43288313] [ 0.48536205 0.58762875 0.39914668 0.63908001 0.4843553 ] [ 0.19087568 0.5801476 0.44640274 0.83005242 0.56970906] [ 0.46980303 0.53472644 0.59515472 0.62804025 0.4390557 ] [ 0.16478087 0.48519476 0.52866924 0.90216538 0.56442557] [ 0.56520055 0.35795455 0.53942203 0.51401556 0.54884873] [ 0.32907685 0.5346972 0.52715593 0.70758894 0.49010931] [ 0.70734131 0.44219803 0.52341425 0.25572047 0.48596404] [ 0.77848308 0.41861692 0.47872214 0.32271918 0.3661553 ] [ 0.64138581 0.401098 0.48788888 0.50559225 0.38542798] [ 0.40753164 0.63420457 0.43505889 0.56855016 0.56307888] [ 0.39057165 0.52181971 0.41465755 0.65313419 0.5433753 ] [ 0.67166911 0.55106441 0.64116702 0.56667935 0.37978038] [ 0.34518401 0.45888232 0.35748447 0.759995 0.37051011] [ 0.43366358 0.55118457 0.5626581 0.70806815 0.43971526] [ 0.24336831 0.54020747 0.4796424 0.84680339 0.44045026] [ 0.76573583 0.52741929 0.49868839 0.41539224 0.33236299] [ 0.28408331 0.45115116 0.5945346 0.84878888 0.4928114 ] [ 0.19715271 0.5479009 0.48518535 0.87635385 0.52383347] [ 0.66684047 0.36131133 0.4709552 0.38649315 0.34043248] [ 0.29626856 0.45666783 0.49309339 0.68908419 0.35838893] [ 0.53820284 0.45804251 0.50716412 0.50308299 0.46493158] [ 0.71207445 0.42985816 0.40849578 0.27207014 0.34980464] [ 0.2815314 0.67795166 0.24128557 0.79366526 0.46225337] [ 0.14158317 0.59595764 0.49013196 0.91627778 0.52872147] [ 0.30481013 0.5114068 0.543975 0.82980478 0.42738473] [ 0.73470044 0.41717531 0.51946467 0.27467144 0.46190212] [ 0.53081964 0.41975548 0.47167515 0.46191695 0.46485562] [ 0.57135807 0.36210354 0.50581763 0.67104182 0.30705713] [ 0.4428158 0.47681222 0.51301242 0.39232943 0.47257213] [ 0.12292816 0.53967721 0.52201522 0.84134704 0.42835236] [ 0.74303304 0.31144603 0.50930775 0.29400843 0.42320632] [ 0.26549963 0.5547343 0.52579239 0.7673668 0.5070902 ] [ 0.19012734 0.51050664 0.33264813 0.85235016 0.42434764] [ 0.59209595 0.30074733 0.47944163 0.52146895 0.36352168] [ 0.69356227 0.37017829 0.5214057 0.26707638 0.4743649 ] [ 0.60172234 0.44755263 0.35645746 0.43148798 0.40249768] [ 0.64424369 0.54207147 0.37771704 0.50666989 0.46026015] [ 0.58464198 0.40448241 0.60095737 0.41801961 0.43987573] [ 0.52900821 0.52642456 0.62961517 0.69658963 0.45077331] Progress: 12.9% ... Training loss: 0.703 ... Validation loss: 1.236[ 0.75957678 0.35836291 0.50879623 0.42369623 0.47507611] [ 0.42936062 0.51129542 0.37421077 0.45532902 0.4732473 ] [ 0.8690211 0.39825371 0.58533686 0.18725138 0.44352396] [ 0.63091455 0.48435854 0.43153414 0.35960042 0.38781219] [ 0.44225164 0.42879781 0.62314793 0.66159225 0.47308492] [ 0.80350415 0.33443346 0.63380739 0.19549985 0.49335388] [ 0.85109468 0.34873185 0.43594392 0.35256969 0.39361969] [ 0.25967855 0.56901027 0.35312734 0.81237779 0.41229808] [ 0.49733371 0.47709783 0.45234492 0.59734568 0.59266132] [ 0.3658446 0.42044326 0.5927248 0.74274617 0.37992082] [ 0.63595135 0.47689712 0.50404042 0.41198025 0.31922237] [ 0.41009262 0.59504395 0.43444299 0.56038711 0.54630441] [ 0.25240167 0.5669723 0.32099211 0.82712634 0.43154182] [ 0.3721188 0.45579923 0.5940216 0.80845387 0.55829803] [ 0.51957255 0.49251756 0.56245933 0.54308361 0.42986813] [ 0.78860405 0.3666225 0.46479493 0.16580069 0.28871246] [ 0.43567643 0.57215662 0.66491153 0.41566263 0.58064357] [ 0.64502592 0.49703542 0.44000675 0.37568418 0.37315916] [ 0.58032958 0.51116194 0.58419565 0.5832764 0.46784691] [ 0.58532758 0.44637081 0.61472724 0.48557658 0.42261123] [ 0.68090808 0.45431736 0.47005195 0.44151707 0.31665288] [ 0.1808812 0.54406019 0.50223351 0.86976313 0.5641166 ] [ 0.31488048 0.56244558 0.41664291 0.69469362 0.49048352] [ 0.53607381 0.43175849 0.56240642 0.49627222 0.54996175] [ 0.67550462 0.48571683 0.42339725 0.42492008 0.44002456] [ 0.27325614 0.50426977 0.5146285 0.86719261 0.37382922] [ 0.88703945 0.36287737 0.56916005 0.17100646 0.28864154] [ 0.5504722 0.46393822 0.46510229 0.48744779 0.39974372] [ 0.5650058 0.40133348 0.58059917 0.32522243 0.45510834] [ 0.42607651 0.49135723 0.48878072 0.46721344 0.41780341] [ 0.36588031 0.48112075 0.47754498 0.52594288 0.59354032] [ 0.82116235 0.41629737 0.61048969 0.21534359 0.4870498 ] [ 0.67403511 0.47817577 0.48290932 0.31851393 0.39913841] [ 0.72764978 0.40191784 0.63831172 0.23939556 0.52682082] [ 0.24041817 0.61193407 0.41398304 0.76346171 0.57433611] [ 0.5480848 0.53268987 0.51449055 0.53079796 0.42579615] [ 0.62939441 0.46184014 0.65672811 0.38423804 0.51215406] [ 0.63173115 0.56936519 0.52895472 0.52737314 0.33011289] [ 0.64416542 0.59858982 0.46310341 0.65852272 0.49659474] [ 0.8068191 0.33477536 0.5102785 0.35472904 0.3703342 ] [ 0.5364586 0.4473528 0.43416507 0.55591473 0.33947739] [ 0.65377029 0.41474782 0.47958647 0.44378852 0.49263713] [ 0.71939364 0.43158546 0.42896483 0.37541197 0.49862047] [ 0.72469362 0.39337883 0.63189214 0.35019216 0.37337151] [ 0.53699359 0.38261003 0.39913778 0.58498486 0.46904629] [ 0.25809437 0.53396889 0.45666709 0.72275962 0.55818817] [ 0.74494576 0.39338416 0.60936501 0.15082227 0.4999345 ] [ 0.13856843 0.56735111 0.52305226 0.88938845 0.54301428] [ 0.22923714 0.57267825 0.42140304 0.82622495 0.63342558] [ 0.67026216 0.48043703 0.25203326 0.50570855 0.30079269] [ 0.58054511 0.45650282 0.50024098 0.37247658 0.46339789] [ 0.54841706 0.50263824 0.52629906 0.36440131 0.51835774] [ 0.4810021 0.61969598 0.37860983 0.75259411 0.42422863] [ 0.28623527 0.59050283 0.56527569 0.58470483 0.64621117] [ 0.79676105 0.49523266 0.55113316 0.34460969 0.30512455] [ 0.84168635 0.37736321 0.49061742 0.26201437 0.38790141] [ 0.73307441 0.4999894 0.57021311 0.38279903 0.49621799] [ 0.65254226 0.31302551 0.52223087 0.27987936 0.41886422] [ 0.35182429 0.5655051 0.38403332 0.76584026 0.31194778] [ 0.16184624 0.52748491 0.45421346 0.79740167 0.42618201] [ 0.339701 0.6152288 0.42956537 0.79333533 0.59050852] [ 0.72145036 0.36209874 0.55730343 0.21667869 0.5189756 ] [ 0.49934292 0.61654577 0.25411344 0.6531143 0.36723494] [ 0.11980059 0.48152581 0.37139223 0.91908125 0.59252596] [ 0.65458122 0.44463926 0.40923257 0.43876954 0.46799457] [ 0.77345232 0.37107156 0.42303649 0.2526171 0.42838583] [ 0.19790359 0.53815974 0.42929192 0.90736703 0.60576599] [ 0.76200783 0.42954613 0.37921233 0.43021278 0.43850685] [ 0.38423725 0.64897017 0.33172344 0.70876458 0.50482609] [ 0.80111353 0.35892297 0.50359395 0.24518441 0.38570373] [ 0.82678956 0.45770219 0.54976866 0.35372077 0.32895218] [ 0.08182763 0.49367466 0.5193436 0.83721045 0.49067023] [ 0.19049756 0.48454451 0.41612926 0.9295652 0.52488937] [ 0.64624026 0.58885469 0.37889293 0.57695143 0.25553023] [ 0.12852117 0.58308292 0.43683209 0.87993097 0.37846579] [ 0.65679569 0.41360981 0.58462057 0.33411499 0.4115487 ] [ 0.35371154 0.51538343 0.43055531 0.52298571 0.57178962] [ 0.79310471 0.40026075 0.60274157 0.28734995 0.4644153 ] [ 0.61497495 0.36631197 0.5283973 0.5853491 0.40214821] [ 0.51164533 0.46283584 0.52122355 0.36953797 0.64918149] [ 0.48584718 0.4106661 0.50031184 0.6028119 0.36812779] [ 0.47809191 0.40759592 0.43272725 0.59559526 0.53679261] [ 0.11670662 0.55677559 0.49712345 0.9353592 0.47087829] [ 0.5297695 0.50007087 0.51138042 0.39248149 0.47854027] [ 0.78891156 0.47739948 0.56736425 0.24840976 0.47943379] [ 0.79809922 0.34555247 0.52963386 0.31646263 0.32514357] [ 0.63363487 0.47342765 0.36030668 0.55671576 0.32136215] [ 0.4441115 0.54084067 0.38416527 0.62711623 0.52644905] [ 0.69687834 0.47173506 0.39301645 0.35218328 0.3719124 ] [ 0.64600818 0.44190853 0.51153584 0.2698685 0.28044427] [ 0.69372366 0.46272121 0.54154195 0.20271478 0.54577168] [ 0.78696685 0.54626301 0.42217235 0.2857009 0.3922514 ] [ 0.30960314 0.43868104 0.4912989 0.70636355 0.36183347] [ 0.30006767 0.62756287 0.42959008 0.60561371 0.54588761] [ 0.3325183 0.60365018 0.43410436 0.76750097 0.44730596] [ 0.47484715 0.43557432 0.47962199 0.32687991 0.59469025] [ 0.75287333 0.31007939 0.54242299 0.27494426 0.44389885] [ 0.77192134 0.38536079 0.55301501 0.35480731 0.35244937] [ 0.5574829 0.49991323 0.4839224 0.59486336 0.30960015] [ 0.63357899 0.52499644 0.37139642 0.60680463 0.36630018] [ 0.49232067 0.38053503 0.60658117 0.3599648 0.51111593] [ 0.5054505 0.57196752 0.56231021 0.48216646 0.39886271] [ 0.4291106 0.64561287 0.50318744 0.63058101 0.427084 ] [ 0.70773562 0.41346176 0.61763461 0.36426237 0.57988856] [ 0.76014911 0.5030485 0.55663251 0.23065425 0.45371508] [ 0.76776348 0.41331406 0.61247006 0.28541647 0.50144452] [ 0.61896742 0.60281148 0.53867848 0.48946688 0.42985293] [ 0.26841063 0.44755953 0.5277019 0.86371859 0.58300483] [ 0.51613121 0.43884124 0.5322784 0.51988011 0.46838414] [ 0.83651071 0.48169426 0.41002107 0.41608224 0.2809088 ] [ 0.6567952 0.52225225 0.38285079 0.5563276 0.44784964] [ 0.83172743 0.42496069 0.40438842 0.36148176 0.2909892 ] [ 0.65020765 0.31818969 0.59023078 0.33516457 0.60002451] [ 0.27931349 0.53240314 0.61670698 0.7189085 0.58909541] [ 0.15060778 0.55251816 0.48493055 0.78300904 0.58419069] [ 0.83659992 0.46769553 0.61662657 0.25991956 0.44600823] [ 0.14765459 0.59154856 0.4480045 0.92037169 0.53612046] [ 0.42144438 0.56717346 0.43062329 0.57784764 0.59486522] [ 0.40321371 0.57424877 0.46776741 0.56303882 0.52739915] [ 0.7604715 0.46576249 0.43600661 0.30823893 0.44761087] [ 0.6387155 0.48530793 0.61091465 0.38449081 0.3796394 ] [ 0.75439734 0.44976019 0.40673997 0.24929299 0.30771708] [ 0.54352473 0.53722614 0.34511912 0.56843517 0.36965946] [ 0.55465086 0.6377913 0.33459949 0.67535071 0.44377843] [ 0.42427673 0.50800192 0.39502595 0.65945001 0.37926979] [ 0.32805688 0.50997064 0.4329754 0.67331325 0.62769647] [ 0.6053869 0.58437571 0.49532733 0.59447404 0.41625109] [ 0.31518502 0.43599495 0.51838729 0.42707093 0.59286314] Progress: 12.9% ... Training loss: 0.702 ... Validation loss: 1.235[ 0.2518021 0.5331405 0.45841518 0.79207901 0.50471936] [ 0.60303531 0.38505702 0.50633506 0.39560521 0.4232022 ] [ 0.3588412 0.39692483 0.47152962 0.65352457 0.61186698] [ 0.75191465 0.43518759 0.50305653 0.31574303 0.39418024] [ 0.52655562 0.4901822 0.45244758 0.73778035 0.29244282] [ 0.74307864 0.3930572 0.42366267 0.48817641 0.4227638 ] [ 0.11757937 0.60942543 0.45507177 0.92551802 0.42762831] [ 0.64655658 0.49978269 0.41098369 0.36098079 0.47209899] [ 0.45468858 0.34504684 0.55604297 0.53204867 0.43123477] [ 0.80182219 0.37488121 0.46150725 0.23817452 0.30080739] [ 0.7228747 0.50299762 0.29125039 0.53726864 0.31918551] [ 0.7189329 0.45241602 0.44632494 0.42588576 0.36189601] [ 0.68357739 0.55837136 0.46876362 0.56099746 0.39792244] [ 0.66247884 0.40475051 0.34551801 0.50693169 0.32377221] [ 0.54802417 0.50529822 0.60941492 0.44427246 0.47280105] [ 0.41391653 0.53735617 0.45260326 0.61489765 0.36443217] [ 0.66160778 0.44176231 0.51598956 0.44688152 0.46296828] [ 0.32322035 0.53820796 0.48268705 0.65624271 0.4406133 ] [ 0.30367323 0.56672197 0.5714827 0.78602756 0.55569044] [ 0.40025091 0.45792508 0.63329369 0.62245018 0.46351197] [ 0.2063919 0.48170672 0.324968 0.82695538 0.47816 ] [ 0.32467221 0.47648879 0.46661598 0.45048632 0.58488442] [ 0.77129889 0.33154178 0.49530742 0.25510997 0.35467203] [ 0.66691061 0.32675601 0.53694465 0.30847338 0.58395919] [ 0.10740206 0.60437888 0.39686789 0.92729959 0.45575963] [ 0.51993175 0.52144289 0.5021719 0.4411528 0.52556222] [ 0.77717169 0.23638738 0.56078815 0.34535758 0.43089946] [ 0.73144097 0.46335214 0.41361922 0.27026914 0.27021883] [ 0.40233591 0.51103484 0.37715513 0.90186474 0.46397281] [ 0.43743291 0.53143455 0.49838477 0.58371003 0.38430121] [ 0.8196595 0.42547621 0.53330195 0.27723948 0.42051099] [ 0.13514308 0.63710701 0.47496168 0.90792151 0.62398942] [ 0.67925238 0.55277975 0.49857867 0.50099389 0.42254965] [ 0.55909913 0.45247734 0.41051416 0.50558276 0.41354689] [ 0.45793375 0.5035467 0.42293407 0.33866553 0.45307961] [ 0.53417879 0.53911355 0.57150516 0.76826912 0.33518804] [ 0.62207695 0.4143945 0.4962412 0.48233446 0.3774799 ] [ 0.80177696 0.32701985 0.55076224 0.36265088 0.38854397] [ 0.79241155 0.31767817 0.64380156 0.17911124 0.42992728] [ 0.24164761 0.63822961 0.50768736 0.80611779 0.52939016] [ 0.18796912 0.513334 0.45323528 0.85708489 0.45192946] [ 0.67610942 0.41700978 0.63044063 0.21991861 0.35476571] [ 0.40026559 0.59555324 0.56860947 0.66603477 0.50828327] [ 0.66941325 0.59018607 0.48997808 0.55873242 0.41577845] [ 0.57233584 0.40051144 0.62503398 0.40759764 0.45370296] [ 0.73619147 0.45148255 0.55328595 0.32986722 0.37531938] [ 0.47071351 0.51950176 0.52936814 0.60803144 0.5257096 ] [ 0.7737651 0.29402821 0.59397476 0.17147209 0.4827222 ] [ 0.63137387 0.37611502 0.59492403 0.35997457 0.51661366] [ 0.62475172 0.49349407 0.37355471 0.349372 0.40619521] [ 0.70856293 0.36047372 0.53015562 0.30080949 0.53981036] [ 0.79938086 0.42308184 0.35132749 0.2996757 0.34907033] [ 0.17529531 0.471448 0.54513904 0.91232165 0.61325456] [ 0.54589863 0.46922767 0.32661459 0.55548024 0.30129808] [ 0.12856849 0.5600039 0.47288829 0.85988606 0.58837051] [ 0.18074275 0.50899241 0.42001445 0.86033991 0.50651813] [ 0.72671608 0.42681058 0.57362641 0.39973368 0.40247817] [ 0.15055748 0.5525281 0.48493238 0.78307709 0.58418612] [ 0.84078803 0.37332289 0.52622708 0.19204795 0.41647664] [ 0.4794046 0.43985571 0.42972765 0.56378849 0.60950397] [ 0.72151492 0.4291056 0.43148089 0.41135674 0.30909138] [ 0.84837474 0.33280567 0.57393653 0.21157778 0.44395399] [ 0.46986369 0.54365517 0.37982235 0.63948616 0.47137752] [ 0.7576527 0.34832831 0.59410211 0.25856857 0.43871019] [ 0.40894777 0.56177425 0.47433414 0.57704869 0.65105513] [ 0.32246702 0.5927164 0.2538356 0.83429236 0.4800538 ] [ 0.55338436 0.46142597 0.50237267 0.60986017 0.46612548] [ 0.46567069 0.62422436 0.35448414 0.55423485 0.47490587] [ 0.84324264 0.52046113 0.48860432 0.18736731 0.33129438] [ 0.62137793 0.43968748 0.42611984 0.43758907 0.45490415] [ 0.68756281 0.54628622 0.40494803 0.47331884 0.43582812] [ 0.31478494 0.46966599 0.54795484 0.74943446 0.4245072 ] [ 0.68960307 0.48788948 0.35017824 0.41041004 0.46258138] [ 0.12777914 0.48915834 0.43810911 0.91709609 0.48488527] [ 0.28911762 0.51637957 0.61962471 0.77796198 0.5668812 ] [ 0.55649523 0.54703742 0.50471028 0.56022406 0.53725561] [ 0.53087169 0.58489626 0.43977924 0.52537401 0.48112407] [ 0.16690166 0.59922705 0.47001273 0.91231556 0.46868884] [ 0.20557049 0.59366445 0.43632609 0.85929975 0.53582442] [ 0.21066721 0.59452534 0.46102737 0.823447 0.55301652] [ 0.08875477 0.63560218 0.45017187 0.93041202 0.63750141] [ 0.47918327 0.60283063 0.47081723 0.57550407 0.31257084] [ 0.80127787 0.42444347 0.47144071 0.31958792 0.34960841] [ 0.5953523 0.57447638 0.4903941 0.67473884 0.33423218] [ 0.37157753 0.49294918 0.63465528 0.79551414 0.45089926] [ 0.50393877 0.30490915 0.60138466 0.4101672 0.6354518 ] [ 0.32098624 0.59892609 0.44408617 0.72498231 0.45137104] [ 0.88117014 0.35379771 0.42315306 0.13243521 0.24581289] [ 0.70617117 0.47083502 0.45261265 0.52834288 0.42699743] [ 0.50021032 0.50299053 0.53093617 0.69854869 0.33920123] [ 0.48881825 0.44773926 0.56132123 0.69693628 0.46153387] [ 0.61216473 0.43916709 0.49083298 0.34541425 0.40999872] [ 0.75438852 0.48200103 0.48150689 0.22723545 0.42772404] [ 0.45754229 0.45776075 0.50487475 0.5189898 0.43623352] [ 0.7092844 0.43664254 0.58495284 0.3133104 0.44365425] [ 0.29885017 0.49448421 0.44592906 0.54541422 0.54576007] [ 0.54304369 0.45239861 0.47643024 0.44832632 0.43297861] [ 0.49941493 0.61648083 0.25414574 0.65299007 0.36721612] [ 0.26798916 0.46859232 0.56326347 0.75670667 0.45781256] [ 0.63696189 0.41065485 0.62672519 0.30378813 0.6165226 ] [ 0.22912979 0.4345769 0.46937275 0.79531033 0.43201308] [ 0.15083501 0.53623299 0.37499981 0.89010424 0.60052468] [ 0.19520048 0.5173015 0.4263371 0.86239208 0.4662811 ] [ 0.4668069 0.66560557 0.31754887 0.67407666 0.43266039] [ 0.80953812 0.36153489 0.60315771 0.20967456 0.4075169 ] [ 0.15636096 0.52483982 0.41919662 0.83638106 0.44665813] [ 0.68457818 0.57125447 0.61479441 0.34362208 0.41871713] [ 0.34462957 0.44397126 0.63140744 0.65926486 0.50937189] [ 0.21707405 0.59308768 0.55870344 0.85807622 0.45095357] [ 0.11414109 0.56509953 0.37603909 0.86273439 0.46484305] [ 0.8045093 0.44992066 0.64356173 0.34102503 0.40115923] [ 0.76865593 0.45084436 0.54106328 0.42596635 0.34762044] [ 0.42118113 0.56719608 0.43062243 0.57797625 0.59487435] [ 0.80262088 0.49020525 0.51118139 0.22050113 0.38937667] [ 0.46754049 0.59954281 0.56028063 0.54861394 0.45125299] [ 0.4668069 0.66560557 0.31754887 0.67407666 0.43266039] [ 0.49645562 0.4747755 0.40080829 0.44966694 0.48151293] [ 0.52153547 0.56216292 0.45505212 0.46553977 0.33392478] [ 0.48994258 0.60616803 0.35010085 0.5693699 0.41434189] [ 0.81033191 0.39805206 0.51797041 0.29876925 0.42168326] [ 0.37498683 0.69156204 0.43011367 0.7833543 0.5142309 ] [ 0.86676007 0.42162563 0.50455707 0.34656741 0.42594342] [ 0.45287897 0.53515241 0.47287628 0.63301181 0.56832057] [ 0.5428973 0.45178917 0.41672765 0.46434047 0.49469262] [ 0.57618126 0.2917975 0.59487713 0.60735685 0.45934402] [ 0.72990143 0.27605559 0.57328591 0.28996898 0.3687724 ] [ 0.68150977 0.55849749 0.47598482 0.60821607 0.38754915] [ 0.52720126 0.55545667 0.4711913 0.72546667 0.39972798] Progress: 13.0% ... Training loss: 0.702 ... Validation loss: 1.238[ 0.27001135 0.57993165 0.5093153 0.7657156 0.59956962] [ 0.51092644 0.40203636 0.52050845 0.62554955 0.36224376] [ 0.51492204 0.43613945 0.65233398 0.5484782 0.469712 ] [ 0.51583481 0.35520264 0.44757262 0.56824814 0.44072089] [ 0.23920687 0.52832558 0.38732969 0.85232585 0.45040483] [ 0.30978619 0.58804921 0.41673061 0.8079497 0.37343448] [ 0.17698312 0.67468458 0.36222586 0.83874775 0.49853401] [ 0.59906077 0.55268865 0.46997765 0.57152858 0.31726158] [ 0.68074927 0.39382659 0.46761844 0.38139811 0.32902398] [ 0.27502557 0.4976827 0.4520633 0.66462321 0.35611322] [ 0.67784046 0.40194057 0.42508252 0.38432306 0.42486177] [ 0.46855882 0.5884903 0.39770424 0.76439189 0.34148344] [ 0.54344094 0.5836663 0.39100734 0.46941421 0.40016815] [ 0.65439411 0.53863032 0.4210201 0.42657209 0.34202751] [ 0.44598426 0.47509574 0.53938004 0.50092156 0.36736533] [ 0.74305688 0.52259151 0.36999727 0.30627215 0.29601612] [ 0.39290342 0.47162007 0.42387047 0.66977924 0.44681331] [ 0.21093845 0.55532618 0.50903889 0.89695191 0.48028654] [ 0.55020146 0.55045512 0.5657482 0.65489913 0.42874567] [ 0.68186728 0.49453581 0.42109724 0.39167805 0.31705125] [ 0.71503687 0.46864399 0.5272333 0.45722178 0.47122465] [ 0.4547716 0.60972097 0.63348863 0.66135458 0.49158383] [ 0.60848674 0.43180744 0.54027312 0.40739703 0.31745722] [ 0.29676521 0.60291894 0.49850778 0.73565749 0.60563287] [ 0.45280836 0.49832322 0.49039328 0.77375513 0.42743095] [ 0.38091935 0.5721001 0.41059038 0.77108764 0.33552524] [ 0.43976021 0.41595445 0.50663674 0.45395774 0.51610745] [ 0.39554907 0.40178784 0.55188405 0.44784702 0.58823825] [ 0.638626 0.4209321 0.50022008 0.41529634 0.38383627] [ 0.53608814 0.52089114 0.45543815 0.64181888 0.44980969] [ 0.60258911 0.5272832 0.27725516 0.59494349 0.46300909] [ 0.41878017 0.65822082 0.39804482 0.75765447 0.53077482] [ 0.45663631 0.6999478 0.34863664 0.59766546 0.36498649] [ 0.5337338 0.45064213 0.43234944 0.63719318 0.41591521] [ 0.28490345 0.61383375 0.37212451 0.84253064 0.58576043] [ 0.43138385 0.4965981 0.58189408 0.5202458 0.61990292] [ 0.14517036 0.45865436 0.49023413 0.90500616 0.50803997] [ 0.56865159 0.50894989 0.68122475 0.44194342 0.38456082] [ 0.73925035 0.41616718 0.42273438 0.47973149 0.4541367 ] [ 0.56435009 0.38051748 0.63909546 0.5315267 0.36507955] [ 0.7101949 0.44544869 0.4781275 0.34743914 0.4059432 ] [ 0.42986348 0.47447831 0.38350579 0.53274373 0.51079569] [ 0.29121212 0.57672947 0.45260967 0.79152299 0.44236355] [ 0.60409888 0.4500259 0.45189646 0.53513314 0.32388003] [ 0.61037517 0.48953254 0.49821575 0.4039898 0.47386173] [ 0.0991345 0.49979942 0.44280421 0.94811136 0.55754637] [ 0.14689644 0.54199186 0.48951829 0.82467301 0.55231361] [ 0.79295172 0.45332126 0.6388845 0.16727849 0.51086139] [ 0.61625369 0.5047375 0.34911062 0.45257282 0.36684299] [ 0.23623951 0.57382766 0.33819014 0.7616303 0.49155694] [ 0.45343448 0.47954778 0.44722283 0.65536678 0.33407592] [ 0.76672101 0.43309031 0.58237609 0.37851741 0.51215538] [ 0.22744365 0.57428304 0.35038427 0.74445968 0.56519311] [ 0.19738167 0.67118238 0.31227101 0.80951529 0.43815562] [ 0.77956253 0.43911759 0.55345746 0.26174994 0.4705932 ] [ 0.5042239 0.69363187 0.40321683 0.67272577 0.40085665] [ 0.44310142 0.48364369 0.61940266 0.65167372 0.44339311] [ 0.43736271 0.47164335 0.4559972 0.74973171 0.42664843] [ 0.6989204 0.60003011 0.3925785 0.53459315 0.43584361] [ 0.5350841 0.58444431 0.36603788 0.61588904 0.36671733] [ 0.61189685 0.4884553 0.55033379 0.40834376 0.51883431] [ 0.49978717 0.57977554 0.37449178 0.7514487 0.24007859] [ 0.41531344 0.47138925 0.5144023 0.51689094 0.41594194] [ 0.27938835 0.5498326 0.50898521 0.71786817 0.64261865] [ 0.42937747 0.50676054 0.49815332 0.6956431 0.3941707 ] [ 0.29854725 0.71665541 0.40464447 0.74781274 0.52826077] [ 0.69496949 0.38418229 0.52063721 0.29128328 0.50641338] [ 0.36619489 0.49404232 0.54837881 0.48133395 0.54510557] [ 0.84886544 0.41293025 0.38859672 0.30697142 0.39213139] [ 0.24694985 0.45745028 0.4527911 0.82456691 0.45313932] [ 0.21095507 0.55081248 0.36526925 0.82866455 0.47007345] [ 0.2551835 0.52013149 0.51031533 0.83878194 0.51246936] [ 0.39520912 0.58891004 0.36241825 0.74100861 0.41646115] [ 0.27413912 0.60029518 0.5080124 0.78178206 0.53888112] [ 0.66805415 0.40274778 0.54034801 0.40966006 0.37427426] [ 0.63848007 0.45081693 0.57427921 0.36636832 0.60402994] [ 0.55478408 0.37891798 0.67948062 0.33789817 0.50582294] [ 0.60259351 0.40511007 0.3994891 0.54695834 0.3197131 ] [ 0.13188266 0.51265464 0.45020556 0.87753077 0.51118546] [ 0.67500521 0.52296939 0.55807767 0.46550096 0.45629354] [ 0.37668299 0.61162015 0.28642906 0.72831064 0.39499675] [ 0.49253758 0.52148313 0.42072779 0.67067582 0.32497681] [ 0.68691409 0.57484737 0.38411195 0.44667007 0.3041653 ] [ 0.42646073 0.51701339 0.50772655 0.71115153 0.51453671] [ 0.72850638 0.40090745 0.55915718 0.29958366 0.42788274] [ 0.58874885 0.52764111 0.43253661 0.47606292 0.43297506] [ 0.31943875 0.69678308 0.47935448 0.84477652 0.58514159] [ 0.65646901 0.6538983 0.4427557 0.56976035 0.38279676] [ 0.51791142 0.52882789 0.43016685 0.44311741 0.50651425] [ 0.65210393 0.40495974 0.42575408 0.32558351 0.40444192] [ 0.60508195 0.45899017 0.59844866 0.3316419 0.54315321] [ 0.35776806 0.5047002 0.58369843 0.64496187 0.55359632] [ 0.4874217 0.55507385 0.3626017 0.58083569 0.5064221 ] [ 0.8435003 0.59214834 0.52080774 0.36020932 0.31881752] [ 0.37471259 0.4853512 0.56764505 0.66422924 0.44628642] [ 0.56330859 0.51060745 0.47714155 0.38512364 0.53942441] [ 0.75047625 0.43793026 0.54620449 0.44459614 0.37929902] [ 0.22398638 0.45423732 0.38807767 0.87079357 0.39303559] [ 0.59283594 0.50228607 0.40808763 0.73108221 0.3619011 ] [ 0.58527364 0.43765583 0.52776128 0.74011471 0.39885324] [ 0.34421487 0.50704004 0.56245276 0.50065969 0.53362405] [ 0.61691474 0.56868424 0.35949037 0.50001499 0.35695251] [ 0.17513406 0.4697229 0.44507033 0.90836435 0.56739264] [ 0.4889976 0.40790139 0.41863598 0.68736421 0.31543072] [ 0.47477698 0.42663559 0.56822386 0.70992552 0.43915346] [ 0.43714511 0.53004791 0.5367135 0.54681674 0.59901316] [ 0.85577414 0.44122951 0.46836043 0.36289276 0.35089449] [ 0.628631 0.42012929 0.48400472 0.45275773 0.40286795] [ 0.63849943 0.31868872 0.6942673 0.37199924 0.41188309] [ 0.59435016 0.515641 0.3895467 0.40944075 0.30609828] [ 0.31756353 0.71452621 0.32220516 0.81133575 0.41325336] [ 0.45142261 0.61841881 0.51514411 0.74118384 0.32181458] [ 0.7143076 0.35836607 0.60692585 0.25421615 0.45664759] [ 0.73530101 0.40735846 0.49582009 0.27146907 0.54742117] [ 0.59828049 0.53818723 0.49412976 0.34208578 0.5601089 ] [ 0.21242256 0.48271419 0.4510883 0.8206824 0.41548654] [ 0.17501616 0.62505859 0.37407931 0.70092286 0.45903488] [ 0.79705771 0.46090187 0.41463477 0.35423454 0.4684642 ] [ 0.69749908 0.30972576 0.39851102 0.33825136 0.51294651] [ 0.13134291 0.53525289 0.36586055 0.94067798 0.6312684 ] [ 0.09815212 0.39016502 0.47802166 0.81733187 0.52077459] [ 0.60630628 0.52799097 0.43917326 0.43591919 0.52027219] [ 0.6508145 0.45414557 0.48246915 0.40232143 0.35027851] [ 0.44840502 0.3359446 0.55241702 0.6221946 0.65595296] [ 0.37265123 0.56965144 0.46091002 0.57467927 0.46231971] [ 0.67161146 0.36045438 0.51223111 0.25156988 0.50556709] [ 0.17038587 0.49693296 0.29609902 0.80744504 0.46438466] [ 0.54697455 0.58783662 0.65088544 0.57379109 0.46653353] Progress: 13.1% ... Training loss: 0.702 ... Validation loss: 1.242[ 0.72470274 0.39873172 0.60311313 0.20368469 0.51296268] [ 0.54967897 0.49400127 0.37031232 0.39730627 0.36178109] [ 0.3344919 0.37688235 0.44826915 0.74649129 0.40959992] [ 0.71782571 0.48753216 0.36168099 0.55681302 0.52683552] [ 0.524743 0.3836677 0.61287536 0.45153993 0.64835924] [ 0.452752 0.45197148 0.51646224 0.53710546 0.42010808] [ 0.11562208 0.6322851 0.42500769 0.84810989 0.45990524] [ 0.2198058 0.45838034 0.39697506 0.84491551 0.523572 ] [ 0.43679275 0.55861036 0.36526191 0.72087927 0.47266763] [ 0.67482027 0.47484598 0.49571316 0.25502627 0.51738075] [ 0.45275807 0.44101594 0.50837413 0.68081505 0.33067151] [ 0.17005863 0.56079647 0.53923312 0.90551578 0.62820022] [ 0.78809884 0.37621024 0.41779468 0.30470537 0.40607479] [ 0.32250262 0.60802013 0.48581954 0.77780403 0.59222201] [ 0.40676887 0.40914679 0.55358784 0.46152105 0.44146882] [ 0.70203329 0.33441845 0.54913531 0.21656728 0.51756319] [ 0.56502641 0.33923927 0.59040483 0.37132002 0.5395277 ] [ 0.11296953 0.5300663 0.53469237 0.91687881 0.64969793] [ 0.67884371 0.35819002 0.5098456 0.33864732 0.41420221] [ 0.52138261 0.40865372 0.47918022 0.53099832 0.48121195] [ 0.58608288 0.46355451 0.642934 0.56930904 0.37657531] [ 0.73905314 0.36355073 0.54746565 0.29826539 0.46602412] [ 0.69118087 0.46330189 0.55943939 0.43076783 0.45699159] [ 0.1938461 0.45968994 0.54200364 0.74457526 0.47475534] [ 0.24595842 0.36248501 0.56225701 0.80477107 0.40028744] [ 0.09209563 0.57132601 0.46992047 0.89056782 0.45435531] [ 0.4147013 0.4429206 0.48338827 0.70859814 0.50739115] [ 0.73170086 0.37406039 0.57663368 0.25882397 0.47269582] [ 0.18963895 0.44855341 0.5210844 0.71564835 0.48906574] [ 0.79332425 0.36655491 0.45720329 0.4242793 0.31508557] [ 0.48002021 0.51649067 0.48026056 0.5065972 0.49494477] [ 0.49731924 0.61713806 0.34959758 0.52272991 0.35161258] [ 0.14190375 0.57032117 0.47700253 0.84244097 0.5715412 ] [ 0.5345817 0.55878864 0.46149863 0.58306913 0.32669786] [ 0.7429413 0.33166642 0.42773881 0.32374524 0.36313379] [ 0.52682182 0.38748809 0.39152677 0.47907311 0.42826502] [ 0.5144481 0.39982027 0.39931303 0.58991408 0.40257159] [ 0.32232173 0.47437143 0.36427406 0.71501958 0.57751728] [ 0.64648981 0.51951523 0.5311672 0.42283865 0.44054906] [ 0.25709922 0.61239581 0.31554917 0.78013042 0.50533279] [ 0.19137279 0.57629092 0.39065332 0.87690605 0.34982839] [ 0.14934205 0.57209704 0.47539429 0.89301074 0.61081927] [ 0.63130921 0.50316144 0.44434906 0.34212624 0.42107323] [ 0.46710334 0.562912 0.4022473 0.55793421 0.46321046] [ 0.73967778 0.46123802 0.3504342 0.22189178 0.26840039] [ 0.75672934 0.44159473 0.57733322 0.29009615 0.41509984] [ 0.68761531 0.57464109 0.38417804 0.44619896 0.30409403] [ 0.46957837 0.48916638 0.38470332 0.54918373 0.41583328] [ 0.18956406 0.55143864 0.4459096 0.86773832 0.52964865] [ 0.45451997 0.4468845 0.47649411 0.37707501 0.46120889] [ 0.30769818 0.6376859 0.38650403 0.87328402 0.58260534] [ 0.30326658 0.58114386 0.46846495 0.56530751 0.46586475] [ 0.81275108 0.49863621 0.44301069 0.28828964 0.38200676] [ 0.30112044 0.53957194 0.45157639 0.76903418 0.4660189 ] [ 0.14662464 0.51076153 0.38299916 0.89265997 0.55995167] [ 0.81942058 0.47354836 0.58064502 0.22067492 0.48965485] [ 0.68898107 0.33329544 0.41689088 0.44276451 0.46474212] [ 0.57891403 0.35166504 0.5116786 0.25718658 0.40756641] [ 0.59459664 0.36395033 0.39574117 0.49142681 0.4350521 ] [ 0.62406353 0.51545144 0.47065368 0.294143 0.42255418] [ 0.55636725 0.49392073 0.56308624 0.68090824 0.40287472] [ 0.49419303 0.47832054 0.518596 0.48498923 0.33382464] [ 0.77975829 0.4896947 0.4606931 0.35564138 0.37980469] [ 0.67242006 0.53718869 0.52714403 0.51588239 0.43746293] [ 0.69776919 0.48870809 0.60662797 0.37790703 0.39071286] [ 0.60667097 0.59501903 0.48275751 0.46704051 0.60970819] [ 0.5909377 0.56242397 0.42535008 0.67088978 0.52481753] [ 0.63719464 0.51073326 0.40081889 0.37105516 0.33295181] [ 0.21899595 0.51078369 0.47667635 0.78824885 0.50189387] [ 0.60182797 0.55368657 0.39223023 0.56658611 0.29283892] [ 0.38361998 0.46409134 0.30979758 0.77586358 0.37921444] [ 0.52627206 0.42623624 0.45173244 0.57593758 0.38590788] [ 0.51117069 0.38400715 0.45319315 0.53296877 0.38833836] [ 0.24220776 0.60039198 0.47854571 0.73136913 0.48093564] [ 0.50186489 0.55939983 0.33331715 0.68520394 0.46975306] [ 0.54423769 0.44717333 0.48185161 0.61576888 0.31358719] [ 0.76028834 0.50288263 0.55105961 0.50188822 0.41262364] [ 0.77452284 0.36670614 0.61122328 0.24054625 0.51068743] [ 0.25348104 0.58072888 0.46099342 0.69154581 0.3949919 ] [ 0.52090444 0.5011587 0.51966995 0.57652956 0.33903588] [ 0.45799967 0.41633126 0.58334258 0.5488502 0.42709453] [ 0.60709028 0.42907748 0.54256096 0.28450917 0.38268637] [ 0.58100857 0.64348103 0.37236789 0.72737842 0.31185902] [ 0.66736003 0.45558936 0.51136137 0.5048734 0.3883561 ] [ 0.30837629 0.49132916 0.46517321 0.66911094 0.40390606] [ 0.33827777 0.64303379 0.42565766 0.70806651 0.44397299] [ 0.5744508 0.5352041 0.56711122 0.49555396 0.51404713] [ 0.1479639 0.54985908 0.4057113 0.87049149 0.47576582] [ 0.2879996 0.42761321 0.52028212 0.69369405 0.34793394] [ 0.18669941 0.66302239 0.45730595 0.85835643 0.50826941] [ 0.25381429 0.51989399 0.38677709 0.74722761 0.55683381] [ 0.26162768 0.66984477 0.26793819 0.85797959 0.49565113] [ 0.62240038 0.48413995 0.46625683 0.5722567 0.276685 ] [ 0.29038016 0.56768456 0.51867517 0.81651338 0.46581244] [ 0.54509302 0.55655483 0.39573012 0.54620313 0.40956313] [ 0.24617692 0.59025471 0.58064916 0.68397833 0.5316487 ] [ 0.40038755 0.48003551 0.54062701 0.77108829 0.48499523] [ 0.38863297 0.47255584 0.54951095 0.41168595 0.61803606] [ 0.63511478 0.48357803 0.48088884 0.41290796 0.3802794 ] [ 0.75724436 0.3980749 0.52468342 0.23231082 0.36573184] [ 0.3409854 0.6147929 0.42972639 0.79285378 0.59033958] [ 0.63138658 0.36571525 0.45738145 0.4233553 0.60405226] [ 0.51958156 0.49371762 0.54031066 0.46552378 0.41375514] [ 0.87188898 0.44425186 0.51420324 0.21274436 0.30061231] [ 0.67630457 0.48546777 0.42347688 0.42439346 0.43991962] [ 0.4950835 0.66598248 0.41620572 0.68042028 0.43236463] [ 0.5919994 0.45998409 0.63525089 0.4409749 0.38632442] [ 0.7293221 0.36828459 0.57226583 0.39021985 0.43171856] [ 0.44400397 0.65593103 0.57694369 0.59367602 0.4851952 ] [ 0.3744002 0.66973316 0.50308205 0.696773 0.52219882] [ 0.72904862 0.45395334 0.58282211 0.18792809 0.447177 ] [ 0.34135789 0.59528459 0.44539811 0.68522034 0.389645 ] [ 0.82964795 0.42267709 0.37389723 0.21107764 0.28654017] [ 0.88476382 0.30345202 0.49106478 0.14173655 0.36597324] [ 0.43355293 0.47048004 0.50196047 0.80012429 0.44279103] [ 0.16636609 0.56001537 0.53280115 0.87561445 0.59680275] [ 0.45868262 0.5495065 0.38263479 0.54057556 0.48657716] [ 0.30256903 0.45624724 0.58398814 0.62596833 0.65824032] [ 0.50115576 0.36946284 0.6170472 0.5130028 0.38974174] [ 0.76829906 0.50368693 0.55803248 0.25367334 0.53224091] [ 0.67180374 0.60648602 0.38018827 0.45908492 0.27548215] [ 0.5569259 0.48226117 0.4686546 0.4284782 0.37544243] [ 0.70758731 0.43048965 0.37845417 0.38113456 0.31882794] [ 0.72046161 0.45612971 0.40291281 0.43499027 0.3309407 ] [ 0.6351912 0.59085478 0.52086648 0.55017138 0.53224357] [ 0.6351912 0.59085478 0.52086648 0.55017138 0.53224357] [ 0.71839402 0.26596702 0.46590177 0.31258545 0.37935015] [ 0.29710879 0.46539951 0.4429516 0.71281916 0.42037242] Progress: 13.1% ... Training loss: 0.702 ... Validation loss: 1.247[ 0.29763526 0.68085876 0.287205 0.74648757 0.47453031] [ 0.6319338 0.36580023 0.30957796 0.38001442 0.40959798] [ 0.48354534 0.46227163 0.4935376 0.70875286 0.34434318] [ 0.66348572 0.4300621 0.38802882 0.44131399 0.36973333] [ 0.67992713 0.42104813 0.49085991 0.43739658 0.3357215 ] [ 0.78135198 0.33323875 0.6515164 0.20131442 0.36987747] [ 0.33685284 0.62597211 0.29408258 0.77971344 0.50205884] [ 0.50068001 0.53131599 0.5388286 0.59988436 0.52740229] [ 0.42378268 0.58607272 0.3719618 0.71546035 0.44601607] [ 0.30124225 0.63891259 0.48537061 0.79825008 0.54476882] [ 0.65715366 0.48261528 0.38579403 0.49252153 0.396796 ] [ 0.33553716 0.61636173 0.45718487 0.78896086 0.49463607] [ 0.64245276 0.40909128 0.55929827 0.28863827 0.56736386] [ 0.19084616 0.50766585 0.42103188 0.76128326 0.48964372] [ 0.57292773 0.45800885 0.53896218 0.55240066 0.50928745] [ 0.3830724 0.49345151 0.37195487 0.69712945 0.43670673] [ 0.75171792 0.33085539 0.464321 0.34040453 0.47638413] [ 0.56753123 0.66447257 0.43556623 0.61920416 0.42973039] [ 0.59748651 0.45483614 0.46877741 0.39360129 0.46303934] [ 0.74879586 0.40257228 0.58804407 0.38815853 0.43946594] [ 0.14936686 0.60806479 0.54146355 0.92385617 0.49442325] [ 0.43204449 0.53826263 0.50750185 0.65733726 0.46622519] [ 0.41421779 0.60178831 0.53129767 0.68547497 0.58362259] [ 0.26725157 0.44838976 0.47806566 0.64518438 0.52254063] [ 0.70351139 0.38784916 0.48651282 0.33621025 0.44390319] [ 0.22514491 0.60626257 0.51600777 0.63835385 0.46201339] [ 0.26882871 0.58900767 0.50466207 0.80780326 0.42166925] [ 0.88140912 0.39932974 0.4450049 0.37724684 0.34267862] [ 0.87335261 0.3947343 0.47733492 0.26483232 0.25939549] [ 0.4554839 0.57408454 0.45522297 0.62238732 0.44369424] [ 0.32974019 0.45790677 0.52438069 0.72730128 0.33945243] [ 0.51615772 0.60895234 0.47785695 0.57648345 0.341766 ] [ 0.6687121 0.40738115 0.54402145 0.47400647 0.43751291] [ 0.40198456 0.47573011 0.5058229 0.59264516 0.36245173] [ 0.51769669 0.59813794 0.54623564 0.66611835 0.46105223] [ 0.45349588 0.45979097 0.51125033 0.7706469 0.51748771] [ 0.73486013 0.55719966 0.51105356 0.34062011 0.41172928] [ 0.53750142 0.52043665 0.45559946 0.64116149 0.44963799] [ 0.42193407 0.52804096 0.44722486 0.76889533 0.33124438] [ 0.79022574 0.41563645 0.4709591 0.37354691 0.50043673] [ 0.65785648 0.44701379 0.52006733 0.3468291 0.51781249] [ 0.3293528 0.62307855 0.32321747 0.75719167 0.36332434] [ 0.844809 0.38955419 0.56280984 0.21376418 0.43023619] [ 0.61853096 0.45972659 0.39233731 0.64278976 0.46880903] [ 0.28380924 0.58253564 0.48892983 0.79811984 0.50738675] [ 0.20729526 0.58781691 0.51394978 0.8803681 0.5568142 ] [ 0.788164 0.37618263 0.41780854 0.30461394 0.40605841] [ 0.32781406 0.54401348 0.39896102 0.62516019 0.4477414 ] [ 0.78135198 0.33323875 0.6515164 0.20131442 0.36987747] [ 0.47972549 0.42810781 0.61093825 0.69297095 0.43577215] [ 0.56277969 0.35849521 0.49270769 0.36481829 0.41686857] [ 0.41454252 0.5182654 0.65034347 0.65544678 0.55931395] [ 0.25620035 0.4438677 0.41197258 0.60299044 0.76297864] [ 0.13524951 0.52802269 0.46158436 0.87421904 0.40517252] [ 0.46502959 0.47603285 0.49084177 0.39730813 0.5480178 ] [ 0.10283737 0.58055298 0.47221063 0.91629109 0.52991849] [ 0.72918158 0.50548218 0.42394053 0.45820971 0.51450972] [ 0.60646806 0.59511585 0.48272619 0.46718642 0.60974519] [ 0.18418834 0.57872948 0.46407728 0.81055294 0.57263066] [ 0.50760798 0.4766706 0.62982314 0.35256434 0.39318705] [ 0.44211753 0.5011066 0.50950398 0.66148836 0.39473087] [ 0.382092 0.59168479 0.45296603 0.61496021 0.53429663] [ 0.6612466 0.4510759 0.6115834 0.37828966 0.43751978] [ 0.48226698 0.47002151 0.62293624 0.73070346 0.37961214] [ 0.17971912 0.68057115 0.40164143 0.79697839 0.58369105] [ 0.28700144 0.69056901 0.29817195 0.83218954 0.50986779] [ 0.83554472 0.33757512 0.59101602 0.24827374 0.31347421] [ 0.63006767 0.66305921 0.4997305 0.5031588 0.49887941] [ 0.64674255 0.5089662 0.45976355 0.57149412 0.39017483] [ 0.74665302 0.34103781 0.50463446 0.25015712 0.51825736] [ 0.53865096 0.39513522 0.43563917 0.49353384 0.39018096] [ 0.11509637 0.47638613 0.53265568 0.84858615 0.63423928] [ 0.49056652 0.4346681 0.50356502 0.30068127 0.4777091 ] [ 0.76235003 0.49829604 0.52152226 0.39553143 0.32747233] [ 0.44283553 0.64284053 0.40899021 0.68503522 0.45224921] [ 0.47398181 0.4500722 0.537757 0.60291744 0.4567935 ] [ 0.45308752 0.72025089 0.33435977 0.85083053 0.35083983] [ 0.34575993 0.49618694 0.29623012 0.78940949 0.44485236] [ 0.20669257 0.52787617 0.50223471 0.8792109 0.5757783 ] [ 0.61078118 0.33329098 0.55038873 0.48441946 0.30957474] [ 0.35483244 0.47374267 0.44777198 0.72860606 0.3573529 ] [ 0.76731293 0.44672073 0.49781343 0.35716051 0.4652583 ] [ 0.44776408 0.51517261 0.39994833 0.59856143 0.50245713] [ 0.42877188 0.44596633 0.64707123 0.71780439 0.46368576] [ 0.86215398 0.35659248 0.56732931 0.17901677 0.43021829] [ 0.8349512 0.32431663 0.54097369 0.22754865 0.3930421 ] [ 0.16812669 0.51389268 0.38367676 0.86766064 0.41137279] [ 0.20929132 0.61886022 0.50494257 0.85361938 0.62537353] [ 0.57500798 0.54315744 0.65571042 0.51670403 0.47460519] [ 0.58256895 0.48908517 0.40231774 0.42403429 0.50625995] [ 0.58598516 0.44617516 0.61478732 0.48522042 0.42253589] [ 0.75676589 0.24551643 0.39178535 0.20122226 0.38803472] [ 0.61646244 0.47203021 0.39054571 0.4442124 0.36100464] [ 0.72802054 0.49190792 0.54209056 0.36560098 0.51964828] [ 0.2408243 0.53089276 0.55080148 0.81988487 0.51823637] [ 0.75507392 0.31883353 0.63894662 0.18949789 0.40652589] [ 0.4612004 0.47767657 0.56479389 0.39367269 0.57261129] [ 0.28510305 0.50769483 0.50380153 0.69831493 0.61326124] [ 0.65489858 0.4171611 0.66633739 0.39682871 0.51340993] [ 0.29558206 0.62883306 0.41591372 0.72252927 0.49661709] [ 0.68010313 0.36838678 0.58849112 0.38081519 0.43034843] [ 0.51612456 0.4426782 0.44930239 0.68067746 0.35992513] [ 0.24068852 0.62839931 0.48469689 0.7750168 0.54495264] [ 0.62770684 0.31993391 0.46705501 0.49322708 0.51049031] [ 0.24939139 0.57672188 0.54859203 0.77869676 0.41941586] [ 0.61439754 0.58348637 0.37817417 0.35763703 0.32373237] [ 0.56896213 0.47677772 0.45784062 0.67712738 0.2876899 ] [ 0.26869816 0.6481456 0.39948932 0.76208432 0.48528273] [ 0.51460875 0.48321285 0.5689801 0.64569109 0.42029555] [ 0.68179725 0.37242154 0.4955264 0.31546546 0.4318913 ] [ 0.22439509 0.5591252 0.60804572 0.81887155 0.58930385] [ 0.16733885 0.40903305 0.42622767 0.86406202 0.50186635] [ 0.78084562 0.2622045 0.41232061 0.19026186 0.33305806] [ 0.28831371 0.53044692 0.56963611 0.73016255 0.50935237] [ 0.49573269 0.59777066 0.4196901 0.57059259 0.39838264] [ 0.35369233 0.40903652 0.46547188 0.84230068 0.41744302] [ 0.58720593 0.55324147 0.29547789 0.57349291 0.31948836] [ 0.28799573 0.52478412 0.4717534 0.6586152 0.45054201] [ 0.79490355 0.40200006 0.40794579 0.3668747 0.4039742 ] [ 0.75890906 0.31428577 0.47983327 0.29378509 0.33908277] [ 0.35938997 0.58858286 0.53810776 0.67675789 0.58469703] [ 0.12829505 0.53709876 0.3978029 0.9249018 0.48467328] [ 0.71583203 0.58741585 0.40829503 0.50778624 0.27419055] [ 0.82052129 0.50387103 0.57073247 0.41612078 0.34460886] [ 0.5905394 0.45772086 0.39908474 0.74633568 0.29853858] [ 0.64811344 0.57759489 0.46475008 0.64676947 0.34661004] [ 0.49112037 0.54791447 0.40982173 0.53308894 0.30523113] [ 0.33964552 0.33368129 0.67589733 0.68913917 0.49339745] Progress: 13.2% ... Training loss: 0.701 ... Validation loss: 1.241[ 0.25367835 0.62419683 0.43176837 0.69883293 0.42028105] [ 0.49382857 0.52563129 0.44218666 0.49817247 0.32085778] [ 0.62425395 0.44340491 0.35579937 0.61611439 0.42144763] [ 0.61083616 0.4548348 0.56454329 0.49505478 0.36916593] [ 0.48082921 0.4977008 0.53274629 0.52459724 0.49192525] [ 0.6851797 0.40428442 0.55292033 0.25418919 0.41199468] [ 0.33946822 0.4639954 0.51113609 0.49624762 0.59033234] [ 0.54298318 0.50857351 0.51711671 0.45033001 0.36386797] [ 0.30732871 0.58659804 0.34734843 0.71642086 0.43914317] [ 0.18288978 0.47182131 0.45314975 0.84712449 0.59152045] [ 0.60735865 0.43304354 0.46161156 0.32350113 0.4193067 ] [ 0.63513486 0.45815941 0.40223002 0.52363771 0.36547654] [ 0.65462805 0.53852187 0.42105624 0.42645433 0.34196355] [ 0.23733303 0.53535122 0.5452904 0.78147073 0.48146456] [ 0.65727475 0.39469262 0.49713494 0.28612723 0.45579107] [ 0.64697073 0.47006196 0.39000844 0.68693701 0.43394408] [ 0.71057612 0.38883178 0.57054749 0.27901069 0.34058269] [ 0.22341118 0.58277729 0.3212178 0.84114068 0.48545269] [ 0.70029469 0.4446513 0.58836963 0.46047965 0.39086848] [ 0.64716111 0.50118762 0.62798929 0.52799625 0.39897617] [ 0.43374164 0.47048982 0.50195406 0.80014446 0.442802 ] [ 0.63541142 0.4725654 0.33114937 0.64603366 0.3723834 ] [ 0.56205561 0.49752821 0.53797986 0.49022183 0.38401693] [ 0.38906594 0.53738515 0.53278649 0.70570735 0.45854913] [ 0.41716587 0.49928797 0.48132718 0.62778988 0.47869106] [ 0.5177418 0.43290448 0.50770744 0.51354077 0.4444324 ] [ 0.36688677 0.58451699 0.47484894 0.64732381 0.41994224] [ 0.38168944 0.49412552 0.37173309 0.69785483 0.4369581 ] [ 0.83822121 0.41117298 0.50062541 0.22357683 0.34197138] [ 0.61909931 0.49694986 0.42378674 0.52808408 0.47955616] [ 0.6030205 0.39465591 0.57703335 0.43192309 0.45004249] [ 0.20668893 0.59795372 0.40709837 0.89267659 0.49586194] [ 0.62713518 0.41203964 0.51959021 0.40870914 0.37805921] [ 0.76475165 0.4014122 0.5921379 0.29086383 0.54215102] [ 0.84890913 0.30104676 0.5854656 0.10916001 0.34671082] [ 0.47104921 0.43656276 0.54773466 0.60650799 0.49370372] [ 0.65202638 0.28201647 0.47486356 0.27153687 0.43597646] [ 0.82197341 0.42256357 0.40143167 0.17503561 0.33981456] [ 0.41664036 0.59358718 0.46246959 0.72686932 0.43584557] [ 0.7235062 0.34444546 0.53168671 0.28441736 0.29785596] [ 0.14987637 0.571864 0.47548157 0.89288039 0.61074731] [ 0.12093859 0.5819663 0.47508656 0.91565758 0.51064691] [ 0.77041716 0.31336195 0.51460349 0.31778738 0.39046184] [ 0.44991945 0.44490489 0.5179333 0.65291949 0.33984489] [ 0.40863428 0.36370352 0.54655852 0.67840794 0.38037389] [ 0.70232683 0.48111134 0.38830316 0.55486474 0.38810527] [ 0.52566292 0.44552353 0.47982589 0.76174111 0.3146085 ] [ 0.6188375 0.59560384 0.32223822 0.66400789 0.3051814 ] [ 0.71460032 0.45367626 0.36729363 0.29061776 0.36518299] [ 0.65794291 0.51135067 0.50680487 0.38886626 0.49131589] [ 0.1455652 0.42369154 0.38943042 0.84872331 0.47588795] [ 0.76657345 0.3536997 0.51921756 0.21374842 0.40410787] [ 0.58940129 0.33632001 0.60062922 0.53191794 0.3433794 ] [ 0.77847434 0.54292183 0.56430951 0.34220155 0.41471566] [ 0.39197758 0.58295054 0.52809301 0.76009001 0.43399111] [ 0.19375083 0.6433825 0.42823543 0.80210568 0.41317968] [ 0.58494061 0.58668624 0.42398916 0.65437778 0.47102864] [ 0.35957325 0.57801029 0.57856696 0.73142249 0.46998553] [ 0.44086441 0.4054458 0.5517365 0.71440248 0.41100402] [ 0.46256232 0.59805124 0.48719128 0.72280242 0.44330415] [ 0.14286272 0.58875987 0.47487941 0.90518465 0.51000242] [ 0.36407228 0.46377025 0.44853161 0.71864158 0.44051876] [ 0.65073957 0.59694714 0.30884686 0.49228216 0.31285014] [ 0.53217888 0.4520391 0.43556632 0.67981068 0.4051943 ] [ 0.7553167 0.47267865 0.52286919 0.3098904 0.40228282] [ 0.29431694 0.4578722 0.49266438 0.6903491 0.35881673] [ 0.23164733 0.50264873 0.53696843 0.82384868 0.56706947] [ 0.76772501 0.37781478 0.53962679 0.26026876 0.41578962] [ 0.65227485 0.50564425 0.39437629 0.50911718 0.40050505] [ 0.3669638 0.53063814 0.62192244 0.67855486 0.48102433] [ 0.25024091 0.57014042 0.40849073 0.61832983 0.56844819] [ 0.57793334 0.43924247 0.53869572 0.39628758 0.49758246] [ 0.25451173 0.49951477 0.63379288 0.76045441 0.5857466 ] [ 0.57327671 0.45789173 0.53900577 0.55218752 0.50923731] [ 0.15520304 0.65433902 0.4261536 0.80299333 0.6433346 ] [ 0.22188849 0.67338899 0.45193878 0.81609046 0.38150542] [ 0.25827667 0.51227001 0.58078571 0.78375011 0.46889445] [ 0.48732204 0.434351 0.49863145 0.40234729 0.66968366] [ 0.18577128 0.64432626 0.36875227 0.90546425 0.50403662] [ 0.51726204 0.60382173 0.52326949 0.57873461 0.35486823] [ 0.83404876 0.30655345 0.58446861 0.20285948 0.3376537 ] [ 0.8759084 0.41300187 0.51203962 0.1176136 0.29805399] [ 0.59329872 0.46104717 0.31947406 0.49927947 0.50485238] [ 0.83596796 0.35666065 0.57178116 0.30503368 0.34583689] [ 0.49448769 0.4581168 0.45057137 0.65261063 0.32667735] [ 0.47919886 0.51228096 0.4910155 0.60272805 0.50029068] [ 0.53463043 0.47503642 0.3873982 0.50310298 0.30427322] [ 0.53440232 0.59761742 0.52583056 0.64121871 0.34663473] [ 0.53928187 0.622338 0.48338201 0.67136683 0.40699144] [ 0.75056081 0.4167303 0.45900072 0.35130463 0.35642422] [ 0.37914973 0.51119495 0.48985613 0.74011531 0.53693737] [ 0.43125353 0.37792635 0.47839982 0.6010662 0.35895917] [ 0.39614334 0.5756528 0.32284263 0.66488507 0.38364271] [ 0.74194629 0.3700452 0.59197141 0.23578947 0.30999439] [ 0.66953416 0.38183681 0.55609169 0.36177355 0.33080415] [ 0.43565568 0.48512014 0.51371429 0.64469296 0.30772367] [ 0.804775 0.55398987 0.47012548 0.31166448 0.3115912 ] [ 0.78988195 0.53737763 0.57287615 0.3951502 0.43472216] [ 0.08434088 0.6106282 0.33493895 0.87726941 0.50777648] [ 0.66801986 0.44427925 0.60713839 0.54372844 0.41438528] [ 0.2010904 0.54574514 0.54229671 0.82568267 0.45575323] [ 0.36420978 0.57150985 0.34794736 0.68551659 0.54185719] [ 0.28333847 0.53307487 0.52863669 0.75212202 0.51354085] [ 0.10253786 0.50884263 0.54726388 0.77667081 0.44670228] [ 0.39234311 0.51617552 0.33742311 0.69880216 0.45391584] [ 0.18936254 0.58146631 0.44595531 0.83096616 0.57025614] [ 0.69187119 0.39329458 0.54828975 0.42651988 0.50649213] [ 0.73702781 0.39764215 0.53108165 0.25624099 0.41123613] [ 0.61467257 0.40408553 0.4566213 0.36599874 0.54432963] [ 0.41065013 0.54283805 0.40294414 0.65322985 0.53005387] [ 0.76090151 0.40378236 0.56051394 0.26888141 0.41951032] [ 0.16098561 0.53770805 0.40591211 0.85618361 0.42971285] [ 0.51552757 0.40868298 0.44588185 0.39506227 0.52064197] [ 0.3778517 0.56831199 0.4266464 0.70411543 0.40032086] [ 0.15984418 0.69760288 0.3074221 0.86641759 0.41128281] [ 0.64425774 0.41240081 0.52055751 0.3425253 0.65124742] [ 0.68005256 0.3641945 0.48203565 0.15766751 0.38933605] [ 0.32253437 0.55082299 0.5643139 0.83653608 0.43342254] [ 0.61633744 0.450083 0.46265827 0.32038951 0.34959922] [ 0.813286 0.3737867 0.46726508 0.26797775 0.26704802] [ 0.89722807 0.32885613 0.49017542 0.20495666 0.3830295 ] [ 0.36670433 0.52820846 0.53763135 0.67710852 0.37615226] [ 0.6826908 0.53310093 0.51009233 0.48240141 0.46206805] [ 0.51798366 0.42337186 0.51765305 0.36021528 0.43315798] [ 0.35350217 0.47439485 0.44754168 0.72932953 0.35756425] [ 0.69048861 0.37114796 0.41231627 0.48663973 0.38648293] [ 0.51279642 0.54791594 0.58423968 0.52165424 0.36950525] [ 0.270284 0.51679588 0.50579713 0.76276482 0.40850285] Progress: 13.2% ... Training loss: 0.700 ... Validation loss: 1.234[ 0.52670504 0.49037394 0.45237635 0.73791527 0.29250281] [ 0.71075445 0.45004861 0.59225807 0.19091481 0.44197118] [ 0.83942753 0.38262492 0.55228929 0.260386 0.42927517] [ 0.31233076 0.48765832 0.5068896 0.57240199 0.50525487] [ 0.18559653 0.59952628 0.51726243 0.89073389 0.39744719] [ 0.68293896 0.40545007 0.5508357 0.29154482 0.46194036] [ 0.36724113 0.54838441 0.43212143 0.60805922 0.51040336] [ 0.33585674 0.37956368 0.52775149 0.61684619 0.6656008 ] [ 0.58587194 0.49391758 0.5548494 0.47398996 0.56412993] [ 0.14224494 0.57133319 0.38441959 0.89599334 0.48080395] [ 0.48822795 0.54917132 0.40938621 0.5348517 0.30563949] [ 0.4286245 0.46265958 0.51259029 0.55640228 0.38470398] [ 0.64182915 0.5551818 0.23405858 0.64766575 0.36675926] [ 0.3213535 0.48318078 0.54364272 0.6400293 0.49738035] [ 0.38874889 0.62574243 0.3805402 0.71648357 0.41842793] [ 0.47412735 0.38892848 0.40148176 0.49317189 0.46727517] [ 0.59007424 0.51518608 0.40421453 0.41371143 0.41956941] [ 0.65064424 0.57303291 0.51124287 0.40909934 0.3840884 ] [ 0.26264557 0.57792116 0.43554638 0.8589095 0.63972218] [ 0.35552211 0.52874838 0.39176458 0.63957983 0.41766758] [ 0.86296076 0.34528613 0.54710765 0.20839296 0.37412445] [ 0.29165905 0.42736713 0.37631225 0.74421408 0.59782785] [ 0.17952702 0.55064872 0.42123845 0.78313753 0.389111 ] [ 0.53551981 0.55240562 0.44121862 0.5742265 0.51492495] [ 0.52517133 0.61190563 0.4025849 0.56519273 0.40419182] [ 0.60500069 0.55875872 0.61841074 0.55120457 0.38160573] [ 0.44266918 0.53692113 0.43955577 0.75129281 0.48422175] [ 0.44083023 0.4055607 0.55169151 0.71446525 0.41105904] [ 0.80737409 0.42772561 0.53427306 0.37446199 0.31928033] [ 0.77360094 0.33440102 0.46413702 0.15487926 0.398761 ] [ 0.20690415 0.46407576 0.56457475 0.87319906 0.39490951] [ 0.26387879 0.57924376 0.6013604 0.74619603 0.47025813] [ 0.73919855 0.30935876 0.4684155 0.28833884 0.37287933] [ 0.56033147 0.42088193 0.58042956 0.51603138 0.43977169] [ 0.72596444 0.39358616 0.44910333 0.44180721 0.31060367] [ 0.42872086 0.58693056 0.48149192 0.67568119 0.50074709] [ 0.24181741 0.55888918 0.43305316 0.90013505 0.52826193] [ 0.16605479 0.61444383 0.42466405 0.81185204 0.41688079] [ 0.50227078 0.46206296 0.52523229 0.4511912 0.49176822] [ 0.69626536 0.43783689 0.41714102 0.32480408 0.41857658] [ 0.34519489 0.43580706 0.46965954 0.66504098 0.4043848 ] [ 0.60050876 0.52436398 0.44959105 0.48852334 0.48830342] [ 0.54959921 0.56618655 0.41570881 0.42869732 0.44000686] [ 0.2742421 0.5712151 0.40250486 0.8416308 0.64624992] [ 0.69566549 0.49740113 0.574081 0.48371842 0.36015521] [ 0.58841198 0.49788724 0.36109083 0.51792662 0.41197379] [ 0.34121557 0.45024299 0.38522503 0.70968112 0.58205066] [ 0.34537836 0.57312191 0.38513187 0.72476756 0.46236849] [ 0.8914818 0.4045987 0.65855273 0.16468299 0.32334557] [ 0.56788652 0.52873752 0.3952399 0.55874289 0.31017031] [ 0.48436859 0.6301168 0.44917449 0.543209 0.40609517] [ 0.80309972 0.48197924 0.54941285 0.24983211 0.33995507] [ 0.75336516 0.32189484 0.55133376 0.19447502 0.42111759] [ 0.89638818 0.33023272 0.53024798 0.15374054 0.33039171] [ 0.65941709 0.42150559 0.52358474 0.34552685 0.49306758] [ 0.32227524 0.68192755 0.34873198 0.79490175 0.37654827] [ 0.6963581 0.5349909 0.49693438 0.36404687 0.52465421] [ 0.70678183 0.47070413 0.45267233 0.52790077 0.42693884] [ 0.65805217 0.40057084 0.55002929 0.40527825 0.51779742] [ 0.58865069 0.44405243 0.4559716 0.47533537 0.29447492] [ 0.17766064 0.53169198 0.51590871 0.77492478 0.46377047] [ 0.68854824 0.48005278 0.61761719 0.42128314 0.38407638] [ 0.37189047 0.48274064 0.5479998 0.64096728 0.56144141] [ 0.22634134 0.54826051 0.47203359 0.7688206 0.57444575] [ 0.76370875 0.41175082 0.46121083 0.42792875 0.43454833] [ 0.28189047 0.64337508 0.44849672 0.69690335 0.36716213] [ 0.7249287 0.54780615 0.44992902 0.55099446 0.45617568] [ 0.74476603 0.34690848 0.43858533 0.4111117 0.4531878 ] [ 0.46635609 0.60357064 0.44298474 0.46406984 0.47775247] [ 0.84776135 0.39794561 0.45301804 0.28251718 0.42048005] [ 0.77241028 0.4196009 0.42518288 0.23925737 0.29823752] [ 0.80544357 0.37785553 0.4534448 0.23078044 0.42684164] [ 0.41553746 0.51040832 0.61598082 0.79415983 0.42334123] [ 0.36778515 0.52139705 0.50679677 0.81731996 0.37642884] [ 0.59550847 0.4154127 0.52136617 0.53074095 0.40251221] [ 0.83564841 0.42923124 0.40300659 0.37765523 0.30823258] [ 0.63138608 0.48449409 0.35494391 0.40547771 0.39304737] [ 0.60974767 0.48575243 0.64111443 0.40595378 0.49701358] [ 0.76108347 0.40221787 0.5712656 0.12457265 0.43014655] [ 0.48420343 0.37651216 0.56517937 0.37858772 0.47047356] [ 0.39939867 0.45278439 0.41222188 0.58218605 0.50466095] [ 0.2363698 0.38491861 0.5153562 0.81107183 0.58714978] [ 0.68245519 0.45778222 0.49931667 0.33064409 0.34407256] [ 0.50534389 0.6960018 0.42603343 0.680251 0.46021874] [ 0.5566082 0.37929507 0.5805613 0.27286783 0.54122081] [ 0.70573411 0.4292522 0.50659189 0.16504654 0.36997259] [ 0.422955 0.50409925 0.60376139 0.75180115 0.46497785] [ 0.74801853 0.54296945 0.31975381 0.52354298 0.32890894] [ 0.69154792 0.3023815 0.59146952 0.29043561 0.33122163] [ 0.62438142 0.35252004 0.6242742 0.27458436 0.469103 ] [ 0.55467588 0.43444897 0.6684243 0.60348013 0.42770963] [ 0.53391016 0.52983146 0.53798749 0.50820885 0.41651715] [ 0.681632 0.50422133 0.4924142 0.4665238 0.38622969] [ 0.51581921 0.53715773 0.30693607 0.54604949 0.39720735] [ 0.09860897 0.47271238 0.37130998 0.93792953 0.57459629] [ 0.48334766 0.47709426 0.5053997 0.53116484 0.45235076] [ 0.80010674 0.47230664 0.48688422 0.42520813 0.38539 ] [ 0.45496659 0.50061177 0.45236402 0.68726488 0.56067716] [ 0.48593732 0.4108516 0.50023262 0.6029275 0.36818292] [ 0.87218318 0.41585316 0.65543021 0.17477862 0.38606194] [ 0.72862026 0.50216479 0.54165919 0.3877063 0.49266929] [ 0.42412968 0.57301307 0.49475187 0.63839034 0.36664846] [ 0.82921374 0.35213172 0.51206792 0.37104452 0.50661738] [ 0.79856641 0.41972895 0.64879122 0.32213963 0.43048477] [ 0.76105734 0.50236638 0.55124083 0.50118657 0.41242046] [ 0.65396619 0.46132646 0.43904202 0.42680963 0.34961575] [ 0.57208199 0.47286669 0.36963964 0.30989648 0.39446406] [ 0.44634662 0.47572904 0.42696351 0.63671484 0.45658016] [ 0.72574228 0.45514616 0.52439317 0.36770362 0.47121963] [ 0.62747748 0.47003359 0.53645335 0.30345244 0.54393655] [ 0.22638962 0.48774795 0.53194432 0.69785207 0.45245963] [ 0.66528238 0.47319785 0.55012043 0.27374588 0.32370544] [ 0.82135676 0.43700698 0.50263411 0.25542351 0.27705726] [ 0.68168926 0.52344514 0.49598321 0.40857223 0.34346526] [ 0.74664463 0.437761 0.61408548 0.28184058 0.47577971] [ 0.54998344 0.57039707 0.42437096 0.71563126 0.5090291 ] [ 0.69720442 0.58838786 0.50514532 0.56924571 0.30807395] [ 0.29926427 0.55163082 0.49175534 0.84032817 0.43630464] [ 0.42559138 0.4460648 0.57219349 0.58721666 0.41613642] [ 0.44932611 0.36597746 0.57292572 0.60555975 0.34754243] [ 0.87677172 0.3457791 0.53548581 0.11659751 0.39596961] [ 0.60370804 0.53742914 0.5985952 0.2858093 0.56254761] [ 0.85033593 0.35769101 0.63791153 0.15570781 0.36310088] [ 0.52135219 0.39111142 0.5732111 0.66682195 0.46587762] [ 0.69770629 0.4361245 0.44327827 0.29072466 0.41503294] [ 0.50537764 0.42905549 0.53936987 0.73973936 0.42662304] [ 0.30930918 0.58588547 0.4252955 0.6472109 0.45008352] [ 0.85804442 0.33533661 0.49745344 0.27418322 0.38865337] Progress: 13.2% ... Training loss: 0.700 ... Validation loss: 1.230[ 0.52483185 0.5234785 0.51175941 0.39320125 0.49662964] [ 0.63155304 0.54298755 0.4882139 0.42868291 0.42297389] [ 0.81158725 0.27069851 0.60029473 0.1381077 0.40401309] [ 0.15699601 0.66650138 0.36427 0.85734882 0.50252032] [ 0.5188009 0.54829737 0.48129063 0.55720736 0.48435036] [ 0.71027621 0.41722185 0.57927769 0.33024265 0.35369768] [ 0.26784061 0.53241806 0.56317695 0.73998587 0.61034847] [ 0.4145096 0.56246562 0.53526999 0.53126161 0.49595603] [ 0.66777195 0.49630219 0.53720282 0.31759536 0.42942604] [ 0.62202197 0.34329563 0.4393761 0.37220694 0.38769935] [ 0.3472816 0.44878728 0.37434922 0.53895145 0.50962758] [ 0.71365245 0.3618128 0.35372097 0.41504093 0.315127 ] [ 0.09439957 0.49053467 0.53492048 0.85112661 0.57395875] [ 0.33037525 0.61385054 0.63925617 0.69303532 0.632834 ] [ 0.66738215 0.42853222 0.57918362 0.39464128 0.46515314] [ 0.68173041 0.51668062 0.53270247 0.44838117 0.47284025] [ 0.45235922 0.40159794 0.55643623 0.68791592 0.43828832] [ 0.33472945 0.59767108 0.42146013 0.72744005 0.49610073] [ 0.43374712 0.42777957 0.66831381 0.69632003 0.37855282] [ 0.6617992 0.38749585 0.57577445 0.5471236 0.40096068] [ 0.0869221 0.58348682 0.44835956 0.90242662 0.43718552] [ 0.61885914 0.57165371 0.56151038 0.62360932 0.40332966] [ 0.79986783 0.34686911 0.58458234 0.21250853 0.42723823] [ 0.36943526 0.47841854 0.48815317 0.59280277 0.39609843] [ 0.64350502 0.53588195 0.47525413 0.4462642 0.40858047] [ 0.51875781 0.4560449 0.49696486 0.51998748 0.42751098] [ 0.19463079 0.71035391 0.28861531 0.91212084 0.48095183] [ 0.62859194 0.44949794 0.62636659 0.47965815 0.4266117 ] [ 0.52483185 0.5234785 0.51175941 0.39320125 0.49662964] [ 0.82058743 0.50363376 0.57081357 0.41596748 0.34449978] [ 0.64620159 0.38491765 0.61771772 0.46195353 0.47085032] [ 0.64295394 0.48404166 0.50694538 0.30092239 0.45261388] [ 0.6035636 0.4859355 0.67833416 0.38360214 0.41622395] [ 0.79214706 0.27655816 0.58215683 0.27386525 0.48835554] [ 0.72721455 0.29241025 0.52711456 0.28086675 0.48660105] [ 0.49798055 0.51395879 0.3661697 0.49147728 0.44735194] [ 0.15797919 0.54410065 0.53495444 0.86599991 0.49600268] [ 0.3705134 0.52766461 0.46766961 0.6962312 0.53092807] [ 0.77618769 0.50136296 0.50748721 0.51350326 0.38465207] [ 0.61865253 0.43553212 0.6042797 0.2639811 0.4249807 ] [ 0.66515662 0.52495325 0.47575029 0.52875425 0.39126697] [ 0.4802045 0.62441967 0.39453093 0.73150663 0.44266117] [ 0.87361095 0.46487746 0.5114179 0.23674783 0.36769395] [ 0.58158386 0.39950042 0.56289846 0.42744609 0.61285734] [ 0.86613643 0.3903273 0.50834559 0.10395781 0.31657684] [ 0.44860874 0.60693659 0.411993 0.80654537 0.37619195] [ 0.51936562 0.46605579 0.42616042 0.34066369 0.36667107] [ 0.38123954 0.37471364 0.47485703 0.77563277 0.35259787] [ 0.74835592 0.43953297 0.57046705 0.26515888 0.44705348] [ 0.50657845 0.57233946 0.37133136 0.46459263 0.30355641] [ 0.40992684 0.53943647 0.45187958 0.61746426 0.36518198] [ 0.30106297 0.59960308 0.4179732 0.75403919 0.55798963] [ 0.62307256 0.50680082 0.46523473 0.56932722 0.50162939] [ 0.56506797 0.57420879 0.4438884 0.48449689 0.31496285] [ 0.29313942 0.53397727 0.36129065 0.53414801 0.46516041] [ 0.74475599 0.44560214 0.42226391 0.31268834 0.35973989] [ 0.43698122 0.5812121 0.44829949 0.71218071 0.56113547] [ 0.40390347 0.48018064 0.44898102 0.55641081 0.49200992] [ 0.55464747 0.42151153 0.45786715 0.6458564 0.31658357] [ 0.2155849 0.55944402 0.44440348 0.77657046 0.42802871] [ 0.12000887 0.57155843 0.46907664 0.92773954 0.53252456] [ 0.70133291 0.3688461 0.61465771 0.29328301 0.33770599] [ 0.65989824 0.4589577 0.53164526 0.42837743 0.34053545] [ 0.630703 0.38163254 0.58157401 0.24135564 0.58168289] [ 0.85902408 0.37017849 0.61174761 0.15103014 0.39533873] [ 0.73791225 0.4836642 0.30655714 0.39997442 0.31479971] [ 0.7481469 0.56019051 0.44759511 0.48977769 0.30264987] [ 0.72140971 0.35889267 0.53221874 0.20579028 0.47560036] [ 0.5256322 0.64196369 0.43469425 0.66712796 0.42798338] [ 0.16022678 0.52934811 0.45357466 0.79884518 0.4269192 ] [ 0.4985268 0.52408632 0.49918046 0.64721309 0.4830118 ] [ 0.26701834 0.47448283 0.42870621 0.78305305 0.53658481] [ 0.80748174 0.35577036 0.49940583 0.26546715 0.34411975] [ 0.50602356 0.49076237 0.58744799 0.62843744 0.35992494] [ 0.82379513 0.37362992 0.53131654 0.21251169 0.42195377] [ 0.34104001 0.41181035 0.49729285 0.82808753 0.46861693] [ 0.24347491 0.55570083 0.32277732 0.79081637 0.61692267] [ 0.75736136 0.40210708 0.5900592 0.3997788 0.42110403] [ 0.83717743 0.42543081 0.37580378 0.31354585 0.41589988] [ 0.6352233 0.39288 0.59627599 0.3555105 0.51431874] [ 0.76025278 0.46572864 0.43601748 0.30824194 0.44757257] [ 0.71446402 0.50632705 0.46510089 0.44479614 0.32239813] [ 0.58611951 0.52349504 0.44184139 0.44904873 0.33064759] [ 0.38938155 0.50423662 0.59246412 0.75332577 0.33654992] [ 0.40077912 0.44120234 0.54726836 0.47293782 0.53875222] [ 0.60437984 0.52825216 0.46239763 0.31853234 0.5019711 ] [ 0.26458784 0.51779338 0.40123717 0.73181987 0.4197563 ] [ 0.76902774 0.35657208 0.567168 0.41782852 0.44930094] [ 0.34567721 0.57307444 0.38514823 0.72456926 0.4623501 ] [ 0.34691435 0.73841733 0.38414176 0.83140128 0.51434868] [ 0.78063516 0.48966625 0.30812642 0.34050755 0.37730099] [ 0.72376428 0.46810538 0.38638414 0.47938918 0.55051913] [ 0.26103122 0.53607473 0.61240177 0.69471789 0.58109991] [ 0.76690411 0.35541368 0.39471546 0.26513023 0.36336204] [ 0.54873391 0.51481301 0.40239886 0.52821963 0.43744101] [ 0.43355212 0.36081956 0.65716421 0.72657575 0.4983028 ] [ 0.33547235 0.38830824 0.49647186 0.75609811 0.37092336] [ 0.41793959 0.66467163 0.38463725 0.74272571 0.48330451] [ 0.37586842 0.4911273 0.45777982 0.51547904 0.4619603 ] [ 0.55214938 0.49506932 0.49276772 0.48084511 0.5046926 ] [ 0.59649882 0.49594464 0.50120851 0.62693894 0.38825355] [ 0.53432222 0.50528329 0.46446365 0.44964254 0.48131826] [ 0.59900485 0.48620596 0.37413232 0.57743983 0.43110098] [ 0.71777616 0.48168803 0.52305959 0.33681196 0.42080456] [ 0.54335777 0.56095152 0.35076032 0.62825762 0.28127665] [ 0.42342996 0.44065292 0.63025542 0.69861149 0.49094361] [ 0.34306161 0.46757268 0.57888393 0.69446318 0.44167384] [ 0.16093719 0.53011711 0.52358572 0.87543771 0.5166972 ] [ 0.60241094 0.59360239 0.62757374 0.61161303 0.41743786] [ 0.58752868 0.4142116 0.52761461 0.50949962 0.51595987] [ 0.39113379 0.68265187 0.42077724 0.69307704 0.43811752] [ 0.38797949 0.52543387 0.36343684 0.49235945 0.49377327] [ 0.75846969 0.38494702 0.51367997 0.20222572 0.39574553] [ 0.21551449 0.51620604 0.66773601 0.78906764 0.49748576] [ 0.48538257 0.48637132 0.58749695 0.64478961 0.36999583] [ 0.66608555 0.59277544 0.51658229 0.54186628 0.44700329] [ 0.65853481 0.41180999 0.64390165 0.35742841 0.44059242] [ 0.75402184 0.34754961 0.58086445 0.22973012 0.3387991 ] [ 0.2366689 0.48163639 0.42692609 0.75050929 0.43738887] [ 0.41055718 0.47231054 0.41358516 0.50887589 0.40077942] [ 0.46174792 0.66990546 0.41522819 0.65349728 0.53387271] [ 0.10805349 0.46812671 0.45897424 0.90275411 0.62782905] [ 0.29658645 0.43333297 0.45124191 0.67818639 0.4172096 ] [ 0.40323046 0.59658866 0.56823727 0.5477841 0.51198263] [ 0.79631425 0.49754403 0.56538611 0.36537793 0.4231587 ] [ 0.67644844 0.47008138 0.51671233 0.18242139 0.51341666] [ 0.22110898 0.47701853 0.54387119 0.82796061 0.5317796 ] [ 0.54952686 0.43915372 0.48613108 0.40783195 0.45640676] Progress: 13.3% ... Training loss: 0.700 ... Validation loss: 1.234[ 0.5427359 0.58072916 0.53271751 0.53715548 0.49257715] [ 0.33379226 0.57335823 0.48348083 0.69231745 0.47618873] [ 0.62057464 0.63193324 0.50132998 0.43686854 0.54392086] [ 0.58568126 0.49402357 0.55481077 0.47408339 0.56416691] [ 0.64245333 0.62216855 0.42619151 0.64758451 0.51086953] [ 0.74905778 0.49115101 0.58992636 0.37202963 0.36275814] [ 0.36694204 0.48959551 0.61855974 0.74664384 0.4684556 ] [ 0.78516621 0.33384712 0.52816783 0.28319329 0.48720112] [ 0.67252219 0.42633993 0.49848257 0.42981081 0.36930885] [ 0.42396084 0.60208777 0.59948121 0.66420182 0.5068988 ] [ 0.52333323 0.50790739 0.49282341 0.50928001 0.38953745] [ 0.47838265 0.37165955 0.545399 0.42353187 0.5650327 ] [ 0.30011428 0.64070376 0.42746642 0.7954702 0.39931441] [ 0.6564038 0.5036804 0.62397481 0.38464363 0.36851136] [ 0.31021434 0.39657585 0.48149841 0.81122258 0.47992608] [ 0.70330144 0.30226928 0.59214365 0.29263211 0.2985113 ] [ 0.60830015 0.37025445 0.41353611 0.49300182 0.46122006] [ 0.24013093 0.47059166 0.51183107 0.83831438 0.43126958] [ 0.59806189 0.43076164 0.59930879 0.49499398 0.40889241] [ 0.15817787 0.54398122 0.53499559 0.86591288 0.49596057] [ 0.50268002 0.49875031 0.52944472 0.42483832 0.55804154] [ 0.82081595 0.42456483 0.53363759 0.27622979 0.4201338 ] [ 0.74894993 0.40293839 0.49204 0.30117677 0.30740384] [ 0.32936019 0.49053094 0.52650004 0.68585949 0.45703146] [ 0.49350389 0.36552262 0.52074095 0.51063377 0.6081113 ] [ 0.40727203 0.54384413 0.52192428 0.79613663 0.45899512] [ 0.56081595 0.54096482 0.37407379 0.51758995 0.3608708 ] [ 0.56855966 0.37578606 0.43566088 0.52382634 0.34945696] [ 0.54373098 0.57631258 0.57999543 0.54021351 0.47564653] [ 0.63371953 0.48583269 0.38670986 0.58989687 0.32947571] [ 0.68243267 0.56032989 0.51087697 0.3306949 0.5029292 ] [ 0.54057697 0.48259816 0.42470191 0.42296357 0.35894465] [ 0.7371968 0.43089724 0.53239888 0.41860974 0.4070802 ] [ 0.52650841 0.34504671 0.48180261 0.6804431 0.30999705] [ 0.70306258 0.31141241 0.38293934 0.37914694 0.28597898] [ 0.69468032 0.496663 0.4234794 0.52017796 0.31557023] [ 0.40982919 0.56077267 0.58870415 0.58702112 0.48062584] [ 0.65767911 0.46457915 0.48021338 0.40608746 0.38325328] [ 0.68161147 0.4980115 0.57010173 0.39158816 0.48884379] [ 0.78125739 0.45706799 0.53677907 0.34576232 0.4406191 ] [ 0.1737801 0.62377571 0.52324281 0.9274759 0.54895321] [ 0.30894057 0.58345327 0.44997518 0.61090417 0.54684889] [ 0.38042716 0.64844023 0.46663536 0.79025037 0.47363291] [ 0.60312736 0.43074485 0.5419622 0.28658345 0.38329274] [ 0.15322054 0.60528471 0.45336904 0.90425542 0.57377519] [ 0.36504102 0.48173193 0.4773517 0.52656744 0.59379177] [ 0.29091818 0.4278338 0.37616136 0.74459603 0.59800998] [ 0.49491226 0.59841194 0.4194732 0.57074034 0.39864824] [ 0.3556689 0.68292872 0.40587237 0.82747739 0.49515678] [ 0.77659075 0.48679348 0.54498702 0.28607075 0.32301945] [ 0.69635799 0.34808847 0.58846017 0.39910461 0.42766852] [ 0.7316055 0.36462127 0.47743258 0.24720635 0.31276406] [ 0.79257523 0.39260428 0.54155579 0.35562461 0.41542516] [ 0.50537205 0.52768821 0.58419218 0.68762542 0.49129902] [ 0.63303043 0.48256477 0.69579011 0.49812917 0.33741655] [ 0.3288319 0.52612596 0.54763256 0.73665466 0.40921801] [ 0.33383476 0.55980401 0.60954582 0.58927029 0.64155457] [ 0.71999142 0.45063086 0.59478181 0.32724409 0.53441035] [ 0.27379074 0.6010059 0.50775067 0.78219508 0.53919696] [ 0.48540816 0.51992111 0.41422625 0.70223859 0.49448846] [ 0.48548093 0.49287869 0.32509864 0.67740893 0.36841816] [ 0.61925929 0.40492003 0.6372747 0.40060475 0.34634769] [ 0.70214855 0.44433629 0.58997859 0.4055552 0.41908298] [ 0.55599351 0.505923 0.49639212 0.56274879 0.31914306] [ 0.63148003 0.51552503 0.38977366 0.59205882 0.33196737] [ 0.62750899 0.43242857 0.56221166 0.34358895 0.40658821] [ 0.14603155 0.44011513 0.46209188 0.83206096 0.47353115] [ 0.3098082 0.42989978 0.6428492 0.6681559 0.39095205] [ 0.40616303 0.4322053 0.60045208 0.64545116 0.43096847] [ 0.40979017 0.49581837 0.51188542 0.64477953 0.30749932] [ 0.79556804 0.34674557 0.64197565 0.1949946 0.36074304] [ 0.72942118 0.62128798 0.39018233 0.54142182 0.35455837] [ 0.57582795 0.5004389 0.49465714 0.55065401 0.3115333 ] [ 0.28834391 0.68537066 0.4207093 0.76305843 0.42076364] [ 0.22483901 0.52145807 0.42206552 0.60649901 0.40893727] [ 0.50719281 0.46897558 0.50269925 0.45932477 0.37103316] [ 0.64896668 0.58251825 0.48522084 0.57186306 0.37985176] [ 0.84683707 0.45023182 0.58847699 0.22349507 0.45177918] [ 0.54870857 0.39863472 0.53930755 0.65237534 0.41275336] [ 0.39502174 0.5315575 0.5087442 0.61837053 0.53947712] [ 0.78177964 0.49959687 0.56415433 0.13920102 0.49806745] [ 0.50072274 0.57104426 0.32575691 0.48478532 0.31717327] [ 0.28700517 0.44002452 0.38735505 0.86077071 0.37239343] [ 0.36767381 0.65044545 0.35737658 0.55750212 0.58676508] [ 0.79304789 0.44115858 0.58228573 0.30274202 0.39228866] [ 0.2806155 0.48303623 0.51649122 0.7182407 0.65698789] [ 0.81707301 0.37768447 0.59246309 0.36130458 0.35975723] [ 0.47630525 0.46307409 0.43395643 0.46497876 0.37676533] [ 0.17243666 0.44761119 0.4731527 0.87006847 0.65637082] [ 0.50441218 0.52972604 0.46981315 0.53351625 0.48497163] [ 0.15574421 0.54237692 0.44191487 0.81255352 0.52729394] [ 0.76172019 0.40346741 0.52073946 0.2152609 0.4230577 ] [ 0.5155089 0.58663793 0.42818345 0.67971605 0.54842003] [ 0.66270828 0.54390686 0.56647719 0.34771019 0.47856145] [ 0.63692524 0.49107073 0.58689109 0.39155347 0.3533223 ] [ 0.15525666 0.56462114 0.52229077 0.88770675 0.54323115] [ 0.19687541 0.62140245 0.31291239 0.67960485 0.46530226] [ 0.7674684 0.45426574 0.59954877 0.39090365 0.51811184] [ 0.49880621 0.57668115 0.62602107 0.53448285 0.58513217] [ 0.748487 0.43950684 0.57047674 0.26507615 0.44703505] [ 0.55691108 0.3130561 0.56763527 0.30821655 0.58603516] [ 0.72133261 0.31445479 0.53680286 0.30881266 0.54312595] [ 0.15626513 0.56770024 0.2899752 0.89950265 0.53180663] [ 0.26746429 0.55769922 0.44920999 0.78115143 0.58719604] [ 0.56253923 0.51738298 0.56795597 0.55213755 0.4564892 ] [ 0.74090452 0.35632919 0.68256706 0.17934395 0.32183764] [ 0.46393407 0.45528632 0.59752123 0.69787061 0.40798474] [ 0.85815727 0.43916641 0.46909521 0.35998605 0.35013314] [ 0.27252978 0.39733991 0.52472642 0.7990155 0.53587094] [ 0.31063816 0.46943509 0.58683097 0.69260445 0.55829321] [ 0.57646924 0.45222441 0.55879742 0.70863661 0.36016854] [ 0.60910701 0.50166371 0.58259064 0.41200214 0.53682212] [ 0.52199164 0.45886243 0.52228551 0.67621367 0.34254884] [ 0.77977584 0.33998298 0.57877783 0.31299457 0.35782706] [ 0.15470809 0.5925998 0.3998246 0.929271 0.42543344] [ 0.57761129 0.46922285 0.48061734 0.50916135 0.39778767] [ 0.64878406 0.48602145 0.4118233 0.38232831 0.38999241] [ 0.52305451 0.46667381 0.50521112 0.48588653 0.53200928] [ 0.22102988 0.56956026 0.39943958 0.82983608 0.55872111] [ 0.45672634 0.40348531 0.41843599 0.57880233 0.63617184] [ 0.66484575 0.58961059 0.52992932 0.52529507 0.44379309] [ 0.75279641 0.33025787 0.46456693 0.33943783 0.47611369] [ 0.78748432 0.3668638 0.50127757 0.39800843 0.37238804] [ 0.81540663 0.41403756 0.49326537 0.2801714 0.35864971] [ 0.53216775 0.42154085 0.56920972 0.54993901 0.38311202] [ 0.40038607 0.68269886 0.33778616 0.71711211 0.44541716] [ 0.52310096 0.46314215 0.55817145 0.7463035 0.42863951] [ 0.19799336 0.62828614 0.52511667 0.87859246 0.51943121] Progress: 13.3% ... Training loss: 0.699 ... Validation loss: 1.241[ 0.29736535 0.56460976 0.52365329 0.58001232 0.42324468] [ 0.35376053 0.53484911 0.2780635 0.80917118 0.49736897] [ 0.78831691 0.4897565 0.46861924 0.29944853 0.40563628] [ 0.76244236 0.53658852 0.42712878 0.45322756 0.40680875] [ 0.39378022 0.37413964 0.52170283 0.69332458 0.42689914] [ 0.25016825 0.50500905 0.50012115 0.82156538 0.4699898 ] [ 0.31657724 0.48022234 0.6090427 0.75659757 0.46275421] [ 0.22100544 0.59561052 0.46921369 0.75237944 0.39615098] [ 0.76209395 0.50870116 0.46315272 0.46849282 0.40222973] [ 0.50643379 0.41711876 0.52696595 0.56489944 0.40649416] [ 0.38715172 0.61361672 0.55143103 0.63580904 0.58922998] [ 0.62381276 0.34673613 0.64350253 0.38520996 0.34690686] [ 0.10797016 0.43940608 0.4269357 0.87799517 0.59154828] [ 0.38558898 0.54146981 0.48101486 0.54189671 0.4653029 ] [ 0.67825158 0.40477173 0.54621794 0.35917845 0.42130749] [ 0.33335326 0.59573732 0.41769317 0.78976966 0.38281456] [ 0.32724741 0.57471948 0.38276078 0.67624319 0.51129619] [ 0.48220163 0.54317336 0.54205615 0.63466218 0.37045618] [ 0.51518191 0.4499934 0.44558064 0.4064963 0.50370429] [ 0.46401232 0.51756401 0.59004962 0.63713502 0.4116864 ] [ 0.47774601 0.55974934 0.40967025 0.63926318 0.41969641] [ 0.32770287 0.52351395 0.50028909 0.62997724 0.63349809] [ 0.09474855 0.57426844 0.55816267 0.95574628 0.63872526] [ 0.52675653 0.42601533 0.67671831 0.57202917 0.45068419] [ 0.3622397 0.49509937 0.56318635 0.78305188 0.44761453] [ 0.56570533 0.50006073 0.63433978 0.65510732 0.44459594] [ 0.79749548 0.4346567 0.52526045 0.37016677 0.27930516] [ 0.32329292 0.55075858 0.56433394 0.83638621 0.43340144] [ 0.30528044 0.57404907 0.52619272 0.75505381 0.45567558] [ 0.66590011 0.39668632 0.38688454 0.34644817 0.40551434] [ 0.49462976 0.5043048 0.64037054 0.43203917 0.56368949] [ 0.65896081 0.47866009 0.68676849 0.49798817 0.42834259] [ 0.73496682 0.4401701 0.38206226 0.40157155 0.33840252] [ 0.62511019 0.51364191 0.42932724 0.4582921 0.3933492 ] [ 0.6531247 0.54172524 0.49674671 0.4459308 0.36095715] [ 0.30825916 0.47552917 0.53138866 0.81083416 0.49396314] [ 0.65275565 0.49008299 0.45139275 0.4765171 0.33241588] [ 0.73088882 0.31461394 0.38927038 0.26770658 0.32022998] [ 0.73020601 0.51975194 0.39354735 0.17802659 0.28822355] [ 0.44181783 0.55264978 0.480165 0.54721709 0.44100983] [ 0.83589399 0.37615962 0.52464248 0.10504608 0.40621352] [ 0.35055586 0.48501146 0.63873927 0.71009076 0.40057044] [ 0.35451969 0.44771731 0.63815592 0.68125314 0.49108938] [ 0.16201586 0.43568392 0.3942874 0.79835557 0.51463796] [ 0.37251766 0.44083658 0.53880995 0.54341817 0.51338524] [ 0.5174481 0.51409037 0.47763285 0.5626247 0.4944635 ] [ 0.74935688 0.36386706 0.42323648 0.22897948 0.30296604] [ 0.28647357 0.62152462 0.2429367 0.77962506 0.44312804] [ 0.35932931 0.51740191 0.50852471 0.82183632 0.39854779] [ 0.74219504 0.41469141 0.42326608 0.47720478 0.4535377 ] [ 0.65811205 0.5595465 0.42490631 0.45109399 0.47762645] [ 0.45051289 0.57634048 0.56626256 0.60279309 0.49030209] [ 0.63134549 0.52265172 0.46580134 0.51734963 0.43329167] [ 0.50350093 0.45070273 0.62614325 0.66787847 0.47780785] [ 0.29888694 0.45722688 0.32292143 0.89006568 0.51717014] [ 0.53695093 0.40038956 0.53280232 0.5398011 0.62662046] [ 0.46613588 0.44471689 0.57568803 0.73608447 0.41182788] [ 0.61852723 0.57142742 0.41614944 0.49377089 0.40752065] [ 0.67657674 0.53153907 0.60879783 0.45361494 0.43168149] [ 0.37250152 0.49294576 0.63464345 0.79552505 0.45090852] [ 0.75551825 0.4124374 0.52066699 0.25046442 0.4230158 ] [ 0.8255739 0.50548996 0.47501792 0.30765722 0.39341347] [ 0.558805 0.59303129 0.45782877 0.52814967 0.35882891] [ 0.34671476 0.52223326 0.5303984 0.85373313 0.52672807] [ 0.69824342 0.66515067 0.48360719 0.41507875 0.48835586] [ 0.32000381 0.55032821 0.53523611 0.69194477 0.4305457 ] [ 0.68221241 0.41592133 0.42178962 0.32806882 0.36744516] [ 0.91704297 0.35373616 0.61371845 0.10642242 0.35104583] [ 0.33316218 0.53379513 0.38050306 0.80177264 0.52088247] [ 0.74740124 0.32074863 0.70808752 0.31432276 0.43718855] [ 0.56850125 0.3938199 0.42801946 0.43447644 0.32318231] [ 0.6501293 0.49277489 0.47179972 0.44677606 0.34100829] [ 0.41850457 0.45087543 0.58860993 0.69140634 0.34202978] [ 0.39552117 0.4248612 0.46547331 0.5336417 0.4569445 ] [ 0.68401292 0.53258146 0.51027812 0.48133921 0.46186154] [ 0.55880118 0.37946701 0.49630973 0.49240635 0.3381617 ] [ 0.68724851 0.50158892 0.52643729 0.50701551 0.38619415] [ 0.77452944 0.5491713 0.52035575 0.45346482 0.45336272] [ 0.78898448 0.54506167 0.42260049 0.28390762 0.39177725] [ 0.17884459 0.53396998 0.39602674 0.896182 0.53529902] [ 0.23165118 0.44429943 0.51359002 0.76641233 0.44858813] [ 0.27894865 0.61830325 0.42475643 0.70908152 0.48334113] [ 0.70810248 0.35461359 0.45583454 0.19938275 0.39603266] [ 0.57689568 0.49493987 0.45467185 0.43610591 0.4502622 ] [ 0.5019237 0.50624282 0.49435052 0.5057066 0.40508768] [ 0.5166542 0.4334379 0.50751743 0.51428626 0.44464061] [ 0.4756197 0.41171279 0.5911802 0.60187734 0.3478176 ] [ 0.42241578 0.45204784 0.45936345 0.64406812 0.29797631] [ 0.62178512 0.33334495 0.52931736 0.24075145 0.61773347] [ 0.57879505 0.4420267 0.42289458 0.54743914 0.43352749] [ 0.54993301 0.39093952 0.50679005 0.45869384 0.46520173] [ 0.64400782 0.5103532 0.45552669 0.43055754 0.39233608] [ 0.38653517 0.47919621 0.44619686 0.79587099 0.36784771] [ 0.44163127 0.53788159 0.61744934 0.43596993 0.51810176] [ 0.70407661 0.42992048 0.5699218 0.31231618 0.44220067] [ 0.23182507 0.60865285 0.31027966 0.77674459 0.55039768] [ 0.19740732 0.45494372 0.48665852 0.82300188 0.52392124] [ 0.82659399 0.56413917 0.43759327 0.32383849 0.422603 ] [ 0.54412681 0.5452712 0.34933334 0.79398735 0.37494933] [ 0.41356265 0.463262 0.47430427 0.58636295 0.5644336 ] [ 0.6247353 0.54883221 0.45485352 0.46230987 0.35950255] [ 0.64103449 0.44252972 0.41419265 0.59986407 0.42967479] [ 0.52995075 0.49957249 0.5635275 0.74228853 0.35667246] [ 0.45200779 0.68368915 0.32088568 0.75508929 0.41852395] [ 0.7270099 0.44003786 0.628347 0.25197069 0.52277543] [ 0.15621694 0.46725954 0.42760826 0.88925295 0.5432498 ] [ 0.18510877 0.50863039 0.4075679 0.91794139 0.6270567 ] [ 0.18761604 0.62890482 0.55203257 0.7326258 0.60895294] [ 0.58053259 0.46332597 0.60330792 0.29722384 0.52089821] [ 0.35732919 0.56384141 0.57695932 0.65774398 0.53234896] [ 0.14873508 0.59036066 0.55369507 0.848343 0.54458981] [ 0.71105616 0.34879553 0.57892354 0.40388472 0.34560234] [ 0.24180495 0.67387644 0.31591458 0.83774111 0.55555087] [ 0.82433662 0.4055223 0.59955044 0.26048368 0.38483261] [ 0.56000897 0.59182439 0.28421546 0.78066807 0.41045858] [ 0.36947091 0.39113792 0.55178924 0.45130934 0.6338778 ] [ 0.57661366 0.59631197 0.42428392 0.59683471 0.25864006] [ 0.44149109 0.47559888 0.62966721 0.70131496 0.49732095] [ 0.62067142 0.54970416 0.36010456 0.38572217 0.29275245] [ 0.38284247 0.4472534 0.39452699 0.59830747 0.52756625] [ 0.41753037 0.59224621 0.46434812 0.75914788 0.48924956] [ 0.38351906 0.49501671 0.43548142 0.65561904 0.61818674] [ 0.3109207 0.39624583 0.48161953 0.81099485 0.47978389] [ 0.31436075 0.55889997 0.58590888 0.67144404 0.56326282] [ 0.46669249 0.54601949 0.31183875 0.69311124 0.50997518] [ 0.1764941 0.51781334 0.54350621 0.77277112 0.53761899] [ 0.09474855 0.57426844 0.55816267 0.95574628 0.63872526] [ 0.29126767 0.46006857 0.54029556 0.69167355 0.65577365] Progress: 13.4% ... Training loss: 0.699 ... Validation loss: 1.249[ 0.39063093 0.4565455 0.51536824 0.52121144 0.37437022] [ 0.08993595 0.52824322 0.47141208 0.90533719 0.55857288] [ 0.51673126 0.41719826 0.47152387 0.54253746 0.28347271] [ 0.74887562 0.5330814 0.60366469 0.48535108 0.30490578] [ 0.5130583 0.48756501 0.57117409 0.33531398 0.64855136] [ 0.22584527 0.58582872 0.32066934 0.68235821 0.47730912] [ 0.21226015 0.68853834 0.32500293 0.82976206 0.43367494] [ 0.61332153 0.35223697 0.52431184 0.43016349 0.47877297] [ 0.77767154 0.39991817 0.45333221 0.20576996 0.37929749] [ 0.66229073 0.46649128 0.52791824 0.39655464 0.55187451] [ 0.52978779 0.53386845 0.43570762 0.50084186 0.4125385 ] [ 0.4994304 0.5240011 0.44638331 0.51971906 0.42535396] [ 0.44728113 0.49739538 0.54200068 0.50802824 0.46994089] [ 0.4797408 0.48010221 0.52499633 0.57463158 0.3458315 ] [ 0.17981194 0.58139456 0.49302392 0.86720589 0.47549542] [ 0.12519884 0.53709395 0.46016879 0.87352193 0.51821191] [ 0.65841134 0.52744748 0.35283455 0.63584553 0.4454515 ] [ 0.5498982 0.58690931 0.65116844 0.57246209 0.46615403] [ 0.61980107 0.41385095 0.55865244 0.40007283 0.34505601] [ 0.72496487 0.46550085 0.52711858 0.21448786 0.48215148] [ 0.23379123 0.63128921 0.32556425 0.67501454 0.52613105] [ 0.63634981 0.48428579 0.54778343 0.43579544 0.6243119 ] [ 0.6197423 0.41559611 0.49581719 0.48398853 0.37791552] [ 0.54016285 0.31513445 0.54958811 0.41690418 0.49035385] [ 0.77064108 0.29098824 0.61436607 0.19427369 0.36947099] [ 0.87827518 0.50916542 0.49765149 0.167492 0.36236631] [ 0.5659703 0.51184254 0.45758888 0.50537229 0.55582993] [ 0.36412846 0.58656621 0.30382421 0.65946281 0.4114325 ] [ 0.16660862 0.55226479 0.47710988 0.81506534 0.59702024] [ 0.52674633 0.59230617 0.39203026 0.60875893 0.42154148] [ 0.5235918 0.34201626 0.5469704 0.44802554 0.37723762] [ 0.12525401 0.53925088 0.56639934 0.86086698 0.55475757] [ 0.54956043 0.44994911 0.49561391 0.4314043 0.45457688] [ 0.51891847 0.54113551 0.39722909 0.51657084 0.42102706] [ 0.58223995 0.61609573 0.5615202 0.58151212 0.47228578] [ 0.80481225 0.45208709 0.4623707 0.29038787 0.32176915] [ 0.67729105 0.45426206 0.46815279 0.30023123 0.32096388] [ 0.43184143 0.54293039 0.32807527 0.47128193 0.38884629] [ 0.84298512 0.38711089 0.43839093 0.13858735 0.30454029] [ 0.42729032 0.46911726 0.43621183 0.55150395 0.49313886] [ 0.55434996 0.37896271 0.67946431 0.33824488 0.50581652] [ 0.48549151 0.55396773 0.5858023 0.76034737 0.45408981] [ 0.68454152 0.4851146 0.40091307 0.48325622 0.28589499] [ 0.29166153 0.6647411 0.52617053 0.81718408 0.56190621] [ 0.62512579 0.4768322 0.53405684 0.49782202 0.40557791] [ 0.6131811 0.49131073 0.54581724 0.35690786 0.33292121] [ 0.23813323 0.60624452 0.34290542 0.71511587 0.49716323] [ 0.83005691 0.3341757 0.4817544 0.07930472 0.30086722] [ 0.62343164 0.46960583 0.50005507 0.39881516 0.39181593] [ 0.65103411 0.50807581 0.43563357 0.27852376 0.43590454] [ 0.57965279 0.53461248 0.60598522 0.65586552 0.40216929] [ 0.41355971 0.51903679 0.65009763 0.6560329 0.55960408] [ 0.32666492 0.60210526 0.47299694 0.67293376 0.4947885 ] [ 0.52892191 0.47664925 0.55144715 0.45313649 0.44934145] [ 0.52162295 0.49233883 0.53271697 0.49230261 0.40218108] [ 0.13239672 0.57681155 0.51727082 0.90238729 0.55907469] [ 0.35589426 0.43599179 0.52501603 0.58874698 0.44249233] [ 0.71054704 0.49848194 0.53870066 0.42175649 0.38896945] [ 0.36565347 0.48135734 0.51635486 0.55107575 0.41483859] [ 0.13073171 0.58538285 0.37714502 0.91157404 0.63686487] [ 0.65242373 0.67009033 0.44937515 0.62874414 0.46153951] [ 0.61477609 0.45732154 0.58780826 0.48317183 0.51927512] [ 0.75058901 0.51329116 0.44664362 0.4043475 0.3969823 ] [ 0.64606804 0.5077891 0.33323851 0.46053107 0.2832123 ] [ 0.51533156 0.32676623 0.54274341 0.54740649 0.45475718] [ 0.27747542 0.6024084 0.59469204 0.68538689 0.44271837] [ 0.56034793 0.47330626 0.53809575 0.42740798 0.57018069] [ 0.77396353 0.44097983 0.59144457 0.20783398 0.47732792] [ 0.86187249 0.29544996 0.62792754 0.14934534 0.42476391] [ 0.20809427 0.51088225 0.52286327 0.79020508 0.62081328] [ 0.79357728 0.33734281 0.61199997 0.12764977 0.41474526] [ 0.56102325 0.61078645 0.44959605 0.51626035 0.38644572] [ 0.67238545 0.48953292 0.5343254 0.47124843 0.36896456] [ 0.63255958 0.57514877 0.46358481 0.43470687 0.26975019] [ 0.44882348 0.57680339 0.51119225 0.52834743 0.64321406] [ 0.70474162 0.32560016 0.5770476 0.34628268 0.50941267] [ 0.33585573 0.65719208 0.43766873 0.78046434 0.5686734 ] [ 0.18408094 0.53103451 0.63678421 0.81394936 0.60364251] [ 0.22338569 0.55190208 0.35965847 0.82400129 0.64359941] [ 0.44311019 0.56986926 0.50551067 0.54234705 0.3370628 ] [ 0.56923179 0.44143032 0.48221011 0.55507766 0.41403503] [ 0.45935599 0.48736623 0.57000675 0.71409065 0.34040773] [ 0.14502006 0.55361191 0.55850575 0.86858347 0.6359455 ] [ 0.64881003 0.62947431 0.4637285 0.38975122 0.41266837] [ 0.42545694 0.44623302 0.57214102 0.58751787 0.41619496] [ 0.16062425 0.53850114 0.40564335 0.85656074 0.43002931] [ 0.26224768 0.45142432 0.47700113 0.64877258 0.5237257 ] [ 0.41848059 0.53474993 0.4731005 0.49158315 0.44950136] [ 0.47141077 0.56832392 0.58251363 0.50481616 0.52559226] [ 0.52663129 0.37669421 0.52308015 0.47823461 0.32922307] [ 0.27870315 0.52304685 0.4378693 0.74780533 0.60491639] [ 0.39906248 0.43693346 0.55074658 0.65330686 0.39216889] [ 0.31071108 0.44311281 0.47939843 0.73385607 0.4079826 ] [ 0.83788889 0.3243691 0.60580754 0.18536668 0.39474573] [ 0.58983928 0.53792095 0.48046492 0.58457962 0.43073002] [ 0.71997718 0.50753797 0.44495355 0.33142622 0.49656506] [ 0.3241604 0.68717558 0.37547336 0.78218151 0.54502218] [ 0.77818872 0.35800091 0.61572466 0.37961275 0.39305158] [ 0.56905587 0.61940373 0.48626413 0.57557138 0.43914343] [ 0.63599962 0.52555126 0.45945533 0.32003855 0.45677529] [ 0.79242118 0.49912296 0.53394503 0.36949239 0.40124852] [ 0.27483234 0.58969292 0.37797339 0.81611105 0.60225726] [ 0.71456701 0.57630019 0.56492891 0.48014792 0.37055764] [ 0.694544 0.47148216 0.61709847 0.30537897 0.50178841] [ 0.24739708 0.61515101 0.50692493 0.79789746 0.60914182] [ 0.51055158 0.50524799 0.45189768 0.6200828 0.52517171] [ 0.30640195 0.40261472 0.59259202 0.72304062 0.59869698] [ 0.5962928 0.38904367 0.42121794 0.41293224 0.43878658] [ 0.77243067 0.52819901 0.5417617 0.51202794 0.38419211] [ 0.61660072 0.5811631 0.49886372 0.4561594 0.48395118] [ 0.1749829 0.65646941 0.58169922 0.79294669 0.57530234] [ 0.43132146 0.66180148 0.29064592 0.59107283 0.41012456] [ 0.72318907 0.5249823 0.32800976 0.50543942 0.35011642] [ 0.24292467 0.52630624 0.46632915 0.89937496 0.50265951] [ 0.6685917 0.42250542 0.42207712 0.3093217 0.39018711] [ 0.84915537 0.38885806 0.44116969 0.21212514 0.3100613 ] [ 0.23765867 0.5281016 0.47470725 0.77102734 0.55874127] [ 0.50241955 0.53597071 0.67098845 0.52720413 0.51626656] [ 0.39603371 0.34417082 0.56050582 0.7410216 0.50042787] [ 0.30671398 0.66242624 0.38257473 0.87957626 0.45251274] [ 0.42975694 0.56876833 0.36432467 0.67443701 0.35080944] [ 0.8164819 0.41051042 0.50324324 0.14996025 0.39202975] [ 0.75450062 0.45151685 0.43168739 0.37072095 0.43416762] [ 0.66150063 0.4419154 0.47286925 0.67397404 0.44897751] [ 0.72264993 0.50346075 0.29113636 0.53722558 0.31930425] [ 0.41419955 0.46084172 0.66467422 0.62053152 0.46702429] [ 0.49307828 0.4934105 0.55027895 0.54758075 0.56155624] [ 0.61332153 0.35223697 0.52431184 0.43016349 0.47877297] Progress: 13.4% ... Training loss: 0.699 ... Validation loss: 1.239[ 0.46741636 0.57753158 0.44404286 0.50166086 0.44323726] [ 0.60575427 0.42913335 0.61595476 0.42283939 0.34271251] [ 0.75772749 0.48499455 0.4677062 0.32865924 0.41056032] [ 0.65534529 0.31348707 0.39028189 0.40828975 0.43587681] [ 0.38650254 0.51179734 0.28551097 0.63375066 0.47669573] [ 0.50340587 0.6914033 0.35815936 0.68326185 0.47334359] [ 0.83185304 0.40194062 0.51098628 0.25079691 0.40244722] [ 0.42563947 0.5620156 0.59484496 0.52512285 0.5042402 ] [ 0.42563319 0.61796224 0.52561472 0.497415 0.39191812] [ 0.44869054 0.50744893 0.45607411 0.38486109 0.49484758] [ 0.65052376 0.50660955 0.39406201 0.51017578 0.40084367] [ 0.2832927 0.59136578 0.49754272 0.82135269 0.58580274] [ 0.58677936 0.42622905 0.53542728 0.65899717 0.33868057] [ 0.13024987 0.50848542 0.57047325 0.74640453 0.54848246] [ 0.80228204 0.33161028 0.63930482 0.19760758 0.4484126 ] [ 0.35221724 0.41144344 0.56850487 0.53898929 0.47577748] [ 0.56667909 0.45022849 0.40720568 0.69058988 0.47441984] [ 0.81160137 0.38371579 0.62691598 0.3795015 0.39353227] [ 0.66295826 0.46872826 0.58440027 0.39224246 0.46637904] [ 0.84250191 0.4573832 0.42438692 0.29686003 0.28872777] [ 0.63691213 0.49903001 0.47238997 0.47451759 0.46239796] [ 0.86730464 0.35750919 0.45632751 0.23348179 0.41790296] [ 0.27947147 0.4964862 0.43552512 0.66210642 0.54024077] [ 0.37015759 0.61873781 0.4793584 0.67141353 0.62333247] [ 0.48345132 0.41461498 0.40662499 0.56702018 0.57436247] [ 0.8003877 0.39148562 0.53443385 0.30402039 0.41183805] [ 0.48695152 0.54992799 0.40912723 0.53571238 0.30586813] [ 0.26520461 0.5688558 0.48922473 0.79517539 0.48267091] [ 0.6749431 0.51777722 0.46846101 0.35609024 0.43966818] [ 0.37691572 0.53971008 0.51392983 0.48345082 0.52571402] [ 0.47116313 0.39025814 0.40102218 0.49490373 0.46778557] [ 0.32427305 0.61746807 0.41177005 0.70664391 0.3619635 ] [ 0.23810912 0.58418787 0.55568593 0.80860441 0.55560079] [ 0.53471965 0.573589 0.45773833 0.55390264 0.52007377] [ 0.53692945 0.39610375 0.43528941 0.49471901 0.39052754] [ 0.68691314 0.41523335 0.59158209 0.5166484 0.3818537 ] [ 0.52957478 0.50029834 0.51131533 0.39253457 0.4786128 ] [ 0.89726582 0.38623513 0.51052014 0.19231708 0.34496454] [ 0.18605948 0.521577 0.43595573 0.89773152 0.60618198] [ 0.73872132 0.3392331 0.47348451 0.26769574 0.44234035] [ 0.47128117 0.37301495 0.55479872 0.5365356 0.31956402] [ 0.41936057 0.51755396 0.46201491 0.81566001 0.35385708] [ 0.35839124 0.65936568 0.39533474 0.7316192 0.5228749 ] [ 0.79063145 0.31004081 0.60920665 0.24851325 0.37424173] [ 0.51975042 0.49860277 0.57866638 0.71350957 0.35671874] [ 0.8196736 0.39057688 0.45972278 0.25278258 0.33322329] [ 0.59043756 0.57067521 0.55707681 0.52996466 0.46684432] [ 0.19402753 0.47035089 0.55449175 0.7825333 0.55545051] [ 0.25971662 0.5767539 0.48606546 0.607932 0.50219679] [ 0.30967472 0.48885256 0.47832104 0.78587773 0.37283695] [ 0.613845 0.46110913 0.531174 0.41114875 0.37308138] [ 0.29104524 0.61269201 0.34615279 0.81140341 0.46845647] [ 0.42755262 0.43699167 0.45406853 0.53306593 0.50012834] [ 0.5508484 0.4621588 0.58903629 0.63222366 0.3290589 ] [ 0.81554561 0.31056747 0.60566571 0.2105299 0.43790734] [ 0.70385533 0.32737388 0.47411909 0.17559306 0.41576097] [ 0.29820797 0.55470691 0.53297963 0.78119729 0.64943928] [ 0.13662591 0.45537182 0.49670024 0.87126248 0.47356908] [ 0.57467805 0.38949143 0.65350325 0.53774058 0.44856352] [ 0.28692035 0.45463751 0.38697487 0.71451696 0.48093362] [ 0.54745819 0.46425532 0.6010358 0.44630075 0.54786409] [ 0.39529414 0.43135333 0.56277347 0.58652104 0.40495342] [ 0.46253064 0.51342791 0.4660658 0.42775938 0.52858111] [ 0.32015044 0.65123992 0.41934222 0.86866988 0.53951586] [ 0.67146551 0.44871549 0.53600791 0.43831595 0.43198741] [ 0.78133724 0.34527035 0.49702606 0.25799479 0.35447723] [ 0.5512139 0.52231004 0.48624477 0.51356507 0.60610064] [ 0.48939712 0.59489561 0.48801088 0.4531407 0.34985225] [ 0.70192681 0.42327117 0.39884104 0.25739596 0.32240628] [ 0.82991559 0.37261372 0.60574863 0.22672271 0.43617412] [ 0.66911869 0.40081726 0.45800309 0.45122806 0.36667488] [ 0.80729873 0.36212585 0.41756047 0.23384313 0.29219458] [ 0.30612665 0.57383008 0.5262663 0.7547402 0.45559057] [ 0.80569433 0.37113453 0.45483049 0.30551383 0.39206569] [ 0.49810529 0.50173577 0.48871431 0.35795257 0.58570746] [ 0.44995952 0.46281843 0.43070504 0.60729877 0.28432644] [ 0.87370942 0.36546794 0.49965971 0.15154694 0.36573377] [ 0.2277343 0.53223899 0.55053002 0.86382081 0.56952337] [ 0.55733697 0.4374349 0.55550561 0.4677452 0.56131356] [ 0.25506969 0.42817309 0.46280124 0.85151842 0.50121553] [ 0.08635539 0.67235328 0.43077613 0.93697682 0.58099457] [ 0.54882668 0.56670133 0.41553363 0.4290261 0.44018076] [ 0.45698571 0.56831286 0.3567271 0.66467369 0.44699072] [ 0.26696322 0.47475075 0.42861911 0.78321589 0.53667701] [ 0.60390664 0.50776107 0.56264113 0.48565284 0.50840129] [ 0.60951875 0.4580089 0.58071382 0.50041848 0.58339766] [ 0.49164554 0.52679746 0.44177772 0.49958833 0.32123825] [ 0.6304708 0.5470183 0.585976 0.45451857 0.43695444] [ 0.25410476 0.63677715 0.32139693 0.82530305 0.54692083] [ 0.74742517 0.44414511 0.44240438 0.29277664 0.37708834] [ 0.51427623 0.50572208 0.4972699 0.77866744 0.41923285] [ 0.13762491 0.56356305 0.51191672 0.8798064 0.57930709] [ 0.62136244 0.3336077 0.52921679 0.24095017 0.6178263 ] [ 0.58399082 0.5813796 0.53604362 0.39749893 0.52398455] [ 0.46172919 0.5523161 0.42436836 0.60016254 0.37642342] [ 0.60848283 0.48262828 0.36061247 0.60392048 0.52932726] [ 0.67328558 0.40656275 0.47321569 0.32278044 0.49344091] [ 0.49854861 0.46819329 0.53126958 0.48626255 0.58460962] [ 0.25889106 0.56782919 0.5926116 0.77268654 0.66849602] [ 0.15956073 0.47248438 0.38728532 0.91337767 0.41458891] [ 0.71272627 0.45977358 0.47776937 0.44204988 0.27005686] [ 0.32707741 0.42709107 0.56442245 0.72951596 0.62875328] [ 0.415273 0.49369733 0.41281664 0.65190373 0.59922178] [ 0.36255092 0.4617209 0.4530597 0.57828046 0.41785618] [ 0.69665675 0.4222348 0.53631998 0.30358266 0.48897968] [ 0.81484524 0.34333687 0.55572153 0.17996978 0.38082692] [ 0.6749431 0.51777722 0.46846101 0.35609024 0.43966818] [ 0.53101769 0.58503231 0.43973056 0.52537691 0.48114332] [ 0.47395691 0.49362685 0.46094811 0.51570806 0.5280603 ] [ 0.18808501 0.58285291 0.44547164 0.83182825 0.57081219] [ 0.7421789 0.48429274 0.45370662 0.29394585 0.37375722] [ 0.50078681 0.49085758 0.55293012 0.43429134 0.43244948] [ 0.54777258 0.58211379 0.39152514 0.46707202 0.39955248] [ 0.6153667 0.49287719 0.47445818 0.4562153 0.42461397] [ 0.49748009 0.47741693 0.45226374 0.59709582 0.59278259] [ 0.22157101 0.52780704 0.4549867 0.84647456 0.46467644] [ 0.4626416 0.47301504 0.58415746 0.75801728 0.44286901] [ 0.60213943 0.45424742 0.39453855 0.49636778 0.50600416] [ 0.46800678 0.59144043 0.35187506 0.58752997 0.43915693] [ 0.76653351 0.53264221 0.42716505 0.39839148 0.40059225] [ 0.2841757 0.57694074 0.56263809 0.76390791 0.50454188] [ 0.3765019 0.58404633 0.40919879 0.7636074 0.56524728] [ 0.45352158 0.57055305 0.43133908 0.75013812 0.43117219] [ 0.08724846 0.54604017 0.40683612 0.90052754 0.45847155] [ 0.23673206 0.558343 0.47404504 0.82663251 0.44026007] [ 0.59658501 0.4116387 0.32175782 0.63789734 0.35757785] [ 0.49546954 0.65230285 0.34382604 0.66372139 0.4235358 ] [ 0.52739723 0.44716173 0.49443618 0.63661863 0.30333579] Progress: 13.5% ... Training loss: 0.698 ... Validation loss: 1.234[ 0.45198422 0.4327343 0.57684453 0.61211581 0.40496627] [ 0.38166422 0.49598331 0.43515466 0.65660275 0.61853709] [ 0.62726015 0.57905697 0.43710926 0.59880448 0.32622599] [ 0.38979569 0.4589784 0.522281 0.72613153 0.46975577] [ 0.67691865 0.56235498 0.57662765 0.40851795 0.31592105] [ 0.52563248 0.46006556 0.52765696 0.42349085 0.46926699] [ 0.48590002 0.53988588 0.6309247 0.4791104 0.49155936] [ 0.5979092 0.58522638 0.47810879 0.54689036 0.42330875] [ 0.28196222 0.55970434 0.47706165 0.73763754 0.49677926] [ 0.28601092 0.66602058 0.58385304 0.76294606 0.4301744 ] [ 0.50055872 0.69542218 0.40251593 0.67454529 0.40163461] [ 0.6328646 0.44107123 0.56642965 0.38928322 0.559788 ] [ 0.51435376 0.34001669 0.53867165 0.56207268 0.36416816] [ 0.64410506 0.51423417 0.42340419 0.46359864 0.37154854] [ 0.61839712 0.54266784 0.54035029 0.49985243 0.52710014] [ 0.86795519 0.42612616 0.52980795 0.13707209 0.38545559] [ 0.51601546 0.41756248 0.47139085 0.54296163 0.2835808 ] [ 0.63048805 0.50562402 0.46745152 0.35516776 0.4703931 ] [ 0.40665979 0.47369242 0.56767086 0.50914229 0.48321503] [ 0.81325875 0.46890129 0.46604614 0.36879492 0.32364448] [ 0.68164037 0.54032874 0.5554394 0.50774476 0.38639791] [ 0.49672149 0.71782945 0.50843341 0.71217545 0.5609496 ] [ 0.66980555 0.42951762 0.37262597 0.55302964 0.43366261] [ 0.32277044 0.47514119 0.35576753 0.50631841 0.54455181] [ 0.77788741 0.43538368 0.5481843 0.1016997 0.45676024] [ 0.41075382 0.6312886 0.45912526 0.63721392 0.36076879] [ 0.50046536 0.55151927 0.46044165 0.51390684 0.60328131] [ 0.54885047 0.62417597 0.55886427 0.59363472 0.5345053 ] [ 0.79974612 0.39812375 0.55978289 0.21863304 0.434262 ] [ 0.74952553 0.40652224 0.58294233 0.32218877 0.38700307] [ 0.4496293 0.37008154 0.62878762 0.6761631 0.47976667] [ 0.83764646 0.23823805 0.46887047 0.23707742 0.34809617] [ 0.78964969 0.43758919 0.45599695 0.34973011 0.38719804] [ 0.52854111 0.42549968 0.67686727 0.57119157 0.4504768 ] [ 0.57811394 0.42947937 0.35400943 0.38768035 0.42872512] [ 0.1978612 0.5749451 0.4652094 0.88751093 0.37303014] [ 0.29131429 0.53511298 0.36091839 0.53542071 0.46558757] [ 0.41106554 0.59279418 0.4403816 0.63604831 0.38442243] [ 0.44222055 0.57443611 0.41942876 0.64423367 0.36604595] [ 0.78523103 0.39497818 0.52376903 0.19443841 0.41540305] [ 0.43814942 0.48861434 0.58064353 0.61745481 0.4010049 ] [ 0.29124864 0.41920316 0.54236574 0.84307328 0.43284551] [ 0.36671725 0.46048613 0.53291087 0.76551729 0.48024692] [ 0.4417203 0.5011516 0.62966817 0.73328979 0.40048933] [ 0.36128648 0.40783658 0.61423517 0.59791323 0.37731927] [ 0.47086953 0.57700911 0.43281236 0.60305234 0.57989344] [ 0.41460247 0.36042587 0.59668445 0.82010815 0.41808574] [ 0.55653759 0.37466177 0.54369747 0.35010882 0.52928041] [ 0.46902123 0.43797968 0.47878738 0.32982553 0.59560836] [ 0.76468854 0.36785863 0.59807086 0.23186725 0.41350429] [ 0.63493193 0.53997664 0.50670861 0.29984465 0.44645983] [ 0.12108831 0.51134454 0.54924358 0.92340504 0.64564639] [ 0.67290045 0.3848747 0.50879804 0.30807388 0.37352676] [ 0.72225213 0.52546749 0.32786804 0.50607252 0.35027048] [ 0.28639198 0.62755614 0.3802108 0.68705991 0.46809469] [ 0.21896241 0.58566134 0.41489151 0.84583723 0.59257574] [ 0.27744932 0.51206397 0.42117573 0.7207864 0.43682142] [ 0.59030561 0.42452538 0.52813873 0.49981059 0.28703286] [ 0.35656611 0.6029121 0.58244467 0.70409964 0.5886965 ] [ 0.77534068 0.38028773 0.51234791 0.4456525 0.39752957] [ 0.83218622 0.39619323 0.51146295 0.15259895 0.25927691] [ 0.34183711 0.61525216 0.4828863 0.68154304 0.41361229] [ 0.61078 0.50047326 0.47018435 0.41969138 0.48892898] [ 0.5618866 0.52588996 0.56203303 0.24075632 0.42660527] [ 0.23275732 0.44650043 0.36374188 0.84328445 0.58565276] [ 0.66446027 0.46099534 0.43501774 0.25254866 0.38618125] [ 0.34123478 0.41290325 0.42831009 0.70952906 0.57259259] [ 0.2084132 0.63109799 0.40335463 0.68787878 0.48825502] [ 0.23916828 0.64312772 0.38455851 0.86988553 0.60178269] [ 0.40464288 0.50879517 0.37332412 0.6835874 0.49773066] [ 0.75634824 0.44571857 0.58851278 0.24676227 0.50939202] [ 0.3439286 0.60074084 0.52568464 0.69875726 0.53954753] [ 0.27570479 0.49847588 0.5440121 0.66265374 0.5526748 ] [ 0.60159347 0.63185528 0.51120061 0.39311921 0.59632839] [ 0.30603152 0.58497413 0.44942639 0.61277649 0.54743913] [ 0.43201895 0.46973257 0.54061533 0.6484898 0.59448722] [ 0.56134308 0.45008073 0.46116418 0.39208619 0.4795303 ] [ 0.2666653 0.54282042 0.6200658 0.79569334 0.50361215] [ 0.27674558 0.61141363 0.47133056 0.81675903 0.48237502] [ 0.46195666 0.45495137 0.49118224 0.54844235 0.60657481] [ 0.47895586 0.55374116 0.53267426 0.41706154 0.5468841 ] [ 0.51573111 0.62983094 0.59137177 0.61652069 0.51179262] [ 0.64164269 0.48474024 0.50670452 0.30157702 0.45286066] [ 0.2876686 0.56500195 0.516011 0.62179032 0.44194255] [ 0.4400205 0.50445762 0.52026826 0.73481408 0.40060273] [ 0.75200729 0.37787494 0.46415316 0.28469869 0.35109096] [ 0.22297477 0.57876434 0.39381475 0.81777795 0.39730438] [ 0.56626133 0.59389294 0.36852306 0.53819307 0.54096011] [ 0.66927216 0.44755221 0.59703503 0.2657874 0.46518112] [ 0.28230999 0.53571085 0.41315931 0.79542341 0.46188802] [ 0.74433616 0.4293678 0.57036616 0.14826936 0.40640004] [ 0.41588418 0.59423303 0.46224306 0.72720103 0.43609774] [ 0.87609484 0.52448215 0.48303627 0.25212743 0.35691335] [ 0.2007088 0.66988789 0.42152607 0.86082939 0.50613857] [ 0.3946335 0.54209872 0.58503239 0.62558577 0.49960657] [ 0.43860145 0.32239105 0.52455987 0.56099037 0.50517891] [ 0.28974092 0.43357788 0.60675006 0.72155428 0.56768419] [ 0.61681059 0.44288016 0.52109416 0.53356089 0.37854197] [ 0.20109207 0.51878774 0.52634035 0.82319537 0.45309178] [ 0.49748137 0.4399658 0.51615665 0.71257884 0.33587568] [ 0.75793627 0.35378607 0.53661736 0.24709943 0.38299736] [ 0.33624351 0.40676324 0.53453157 0.57467719 0.58916437] [ 0.39695277 0.47005075 0.51603177 0.73717571 0.36809014] [ 0.61535832 0.45056885 0.46248738 0.32081148 0.34975175] [ 0.65809372 0.49363804 0.58330314 0.55952949 0.49713477] [ 0.30087319 0.66464228 0.45805391 0.73113097 0.45440686] [ 0.16743959 0.51425343 0.59925512 0.82807025 0.57822489] [ 0.79125705 0.31503674 0.50504271 0.33898655 0.4713266 ] [ 0.62961872 0.50619344 0.4436494 0.42876971 0.4959483 ] [ 0.53149859 0.49063488 0.5607084 0.43081363 0.40129077] [ 0.24601357 0.5984853 0.59330251 0.68095037 0.53419223] [ 0.34385431 0.54208029 0.59914856 0.67789551 0.5775671 ] [ 0.64864027 0.38402105 0.61803168 0.46057095 0.47046954] [ 0.36380746 0.53399767 0.58170898 0.56214771 0.60206718] [ 0.69532175 0.45163394 0.44109225 0.43141536 0.34869099] [ 0.81872756 0.45874555 0.61655333 0.22131527 0.48006183] [ 0.49649377 0.5670457 0.43368697 0.60228267 0.36021407] [ 0.34293561 0.63829544 0.37196433 0.70954185 0.41641844] [ 0.21148059 0.53616575 0.49712435 0.76753015 0.42952005] [ 0.39725573 0.50286192 0.41016949 0.83001016 0.39031674] [ 0.42258806 0.60223738 0.32686457 0.69111397 0.47278912] [ 0.74167693 0.42094229 0.4955321 0.21137463 0.31425968] [ 0.24923311 0.53050484 0.50545523 0.75709629 0.46505964] [ 0.54748529 0.57032012 0.54485977 0.40301216 0.34750232] [ 0.66165633 0.56711468 0.56546313 0.28814093 0.56588212] [ 0.8255164 0.46006128 0.48806132 0.31068633 0.33022237] [ 0.19427528 0.67279167 0.42910515 0.78747664 0.53298723] [ 0.55543215 0.40525566 0.65452197 0.40728493 0.48646991] Progress: 13.6% ... Training loss: 0.698 ... Validation loss: 1.227[ 0.36151031 0.48192885 0.58739373 0.76476948 0.4811941 ] [ 0.60206754 0.407851 0.63143905 0.51243824 0.40069059] [ 0.2468326 0.6333266 0.56482582 0.71085933 0.56785852] [ 0.51486074 0.53916676 0.53246309 0.68172346 0.37434246] [ 0.41354878 0.51194465 0.57330554 0.52100506 0.55112376] [ 0.50526622 0.56883059 0.45310331 0.73941785 0.4183746 ] [ 0.74909397 0.55422454 0.30430532 0.5568397 0.34338514] [ 0.63056925 0.36989366 0.62063704 0.3433232 0.36140281] [ 0.56388167 0.47265954 0.53756714 0.55351664 0.5941358 ] [ 0.67956901 0.40414873 0.54644629 0.35845518 0.42104019] [ 0.43498324 0.51082918 0.58429626 0.42620175 0.46097877] [ 0.5792161 0.41820412 0.51325094 0.48158442 0.55334766] [ 0.7195383 0.47984014 0.47847927 0.43440547 0.37708344] [ 0.60069251 0.26752912 0.43301298 0.45147376 0.39825013] [ 0.32426573 0.57406267 0.43166536 0.55674676 0.40889886] [ 0.84761194 0.44317963 0.49836455 0.29601764 0.37768054] [ 0.7402651 0.34207258 0.70235452 0.30899802 0.45129307] [ 0.23684037 0.62639552 0.47634596 0.87845991 0.31348895] [ 0.60007897 0.37328607 0.43947787 0.48811526 0.51194792] [ 0.74729647 0.31360406 0.4793237 0.17446179 0.39276131] [ 0.81376593 0.48879385 0.2853584 0.39817687 0.2935405 ] [ 0.55473859 0.55188617 0.31346781 0.66839451 0.47029646] [ 0.61831838 0.38365639 0.53582742 0.43936509 0.47068233] [ 0.20857134 0.5014266 0.50426977 0.81968984 0.51090325] [ 0.71501905 0.55904979 0.59007341 0.48081079 0.44077788] [ 0.520498 0.51791382 0.44342317 0.3965548 0.39635936] [ 0.65250472 0.4270424 0.41691403 0.47818233 0.46551265] [ 0.86469804 0.34879681 0.56233278 0.19584627 0.40183541] [ 0.60469159 0.39712368 0.54807619 0.4291882 0.5055449 ] [ 0.78959043 0.48492297 0.50872241 0.19518651 0.36717687] [ 0.77030882 0.47982759 0.48972876 0.33641118 0.39757197] [ 0.80678437 0.32092732 0.6332771 0.23115388 0.46111818] [ 0.57391489 0.60675991 0.39681032 0.6162334 0.39150496] [ 0.6745236 0.54895075 0.43170619 0.41208352 0.36937756] [ 0.80413565 0.45259345 0.46219378 0.29095956 0.3219089 ] [ 0.30687175 0.51990459 0.49949789 0.74678444 0.42432063] [ 0.37300991 0.49874371 0.52387577 0.71793828 0.42674445] [ 0.17291936 0.52329665 0.48997964 0.79530276 0.479634 ] [ 0.52315787 0.46879068 0.35580743 0.70179537 0.48071803] [ 0.61540094 0.56616142 0.40447825 0.59834766 0.39191318] [ 0.4876749 0.4915726 0.43785153 0.71240405 0.31360379] [ 0.75466784 0.33324501 0.53144978 0.33238004 0.38640882] [ 0.83541443 0.48271579 0.40968926 0.41692747 0.28115892] [ 0.51336395 0.5562738 0.34317123 0.60299387 0.4822569 ] [ 0.20602027 0.51170016 0.54349636 0.80092236 0.66453848] [ 0.73096572 0.45372236 0.39333486 0.4180581 0.41553757] [ 0.74075357 0.36526183 0.55614253 0.18232937 0.49416157] [ 0.80669972 0.38351327 0.45366978 0.13754459 0.37939588] [ 0.8498164 0.29441074 0.62245652 0.12499632 0.45992961] [ 0.3249164 0.37511823 0.53120371 0.75867658 0.69002265] [ 0.55060256 0.37024178 0.60722506 0.50511464 0.45273828] [ 0.45597791 0.41134338 0.51332342 0.61785032 0.35885248] [ 0.28531689 0.53880316 0.33854672 0.60451181 0.45997143] [ 0.67877525 0.45270318 0.44350085 0.44413455 0.44531196] [ 0.67595595 0.55057966 0.63301926 0.46275713 0.42400309] [ 0.44852231 0.57656197 0.51187258 0.63420688 0.55493706] [ 0.74716508 0.42905248 0.48994375 0.33978836 0.47620525] [ 0.68431092 0.52296391 0.40891164 0.32278946 0.34843749] [ 0.73446946 0.37033935 0.65303214 0.39407168 0.46922307] [ 0.49844161 0.53557108 0.44812605 0.53940476 0.49312756] [ 0.69289826 0.47873537 0.40472478 0.37788383 0.359665 ] [ 0.64467622 0.35948444 0.51253923 0.49251772 0.46772493] [ 0.718119 0.45341029 0.49925692 0.3629381 0.37401582] [ 0.79218208 0.33331437 0.59288949 0.3581764 0.33271293] [ 0.50608872 0.45485345 0.42679904 0.63394515 0.43552057] [ 0.29252112 0.63167938 0.42809901 0.61060315 0.54759123] [ 0.27448534 0.61001358 0.52080035 0.70340631 0.59938523] [ 0.3710131 0.41304947 0.45742721 0.74283401 0.33987678] [ 0.16712584 0.55286713 0.58893319 0.7208574 0.6174131 ] [ 0.44045133 0.74381377 0.26314168 0.71935561 0.41703324] [ 0.72938167 0.43671951 0.44843216 0.39703851 0.58306787] [ 0.53070712 0.55483086 0.40294763 0.5564218 0.50994612] [ 0.63547353 0.38051412 0.51662072 0.3155772 0.39824596] [ 0.62394819 0.53134652 0.30621548 0.50797785 0.34802557] [ 0.79551821 0.4016397 0.40810095 0.36619422 0.40378769] [ 0.32241466 0.61840165 0.41143283 0.70744579 0.36232538] [ 0.47466915 0.42464825 0.3300827 0.61237043 0.46024588] [ 0.25396629 0.62675125 0.34984339 0.72120101 0.40461188] [ 0.14700139 0.53804006 0.47332311 0.83603938 0.54007189] [ 0.57509275 0.49562429 0.43984453 0.30579485 0.49420698] [ 0.87967061 0.36321117 0.54806297 0.2641754 0.4165976 ] [ 0.67552041 0.62784995 0.42431331 0.37540246 0.47540778] [ 0.55664636 0.51940887 0.5011328 0.46347431 0.37742273] [ 0.66246705 0.51856881 0.50052247 0.51438946 0.35720612] [ 0.60697118 0.25191134 0.51691768 0.40314276 0.39938789] [ 0.79559986 0.51892433 0.25188631 0.50215183 0.32477718] [ 0.84489341 0.33288746 0.50070008 0.2286927 0.37007925] [ 0.80408001 0.37345036 0.52851745 0.22198428 0.45539592] [ 0.26901949 0.58787202 0.51639038 0.7762871 0.47819065] [ 0.6679185 0.54627601 0.4301826 0.50200782 0.29377204] [ 0.43136954 0.50874059 0.5789574 0.74748252 0.48901123] [ 0.67974588 0.51636021 0.44545955 0.3487102 0.45116494] [ 0.57511521 0.55179176 0.4433793 0.52838653 0.54983192] [ 0.54408338 0.65680606 0.39811066 0.58095695 0.3616578 ] [ 0.13580886 0.46080574 0.62168873 0.87568202 0.69065628] [ 0.60984361 0.50151733 0.58263667 0.41150221 0.53674948] [ 0.64277497 0.4436135 0.5109359 0.27138826 0.28094245] [ 0.54739677 0.4213808 0.68443752 0.5958387 0.35275417] [ 0.44622383 0.49336326 0.54933814 0.59141203 0.48048641] [ 0.2538852 0.38020787 0.43635343 0.76491375 0.53815451] [ 0.35524928 0.64995893 0.46224659 0.7588813 0.45240846] [ 0.11726641 0.6156889 0.39378794 0.87721326 0.39713224] [ 0.0816014 0.4643635 0.53728248 0.89495226 0.60943147] [ 0.61232957 0.5454636 0.37363748 0.52840051 0.3894458 ] [ 0.52351457 0.43583197 0.49771133 0.36995737 0.60993273] [ 0.43555191 0.61127521 0.45399155 0.60060525 0.32684061] [ 0.71886201 0.49472253 0.40791884 0.29016719 0.4368816 ] [ 0.66507088 0.43355929 0.527311 0.38045072 0.52274035] [ 0.52137974 0.40834919 0.50219149 0.69963076 0.29239581] [ 0.79559986 0.51892433 0.25188631 0.50215183 0.32477718] [ 0.28841196 0.4293542 0.37565551 0.74584385 0.59857745] [ 0.309524 0.62520971 0.46686973 0.82267454 0.40903837] [ 0.24282946 0.55881852 0.43307315 0.89988483 0.5282512 ] [ 0.68155823 0.28790607 0.46190955 0.40214982 0.4325525 ] [ 0.63301591 0.55626309 0.37286556 0.44318648 0.38744209] [ 0.60916048 0.43035089 0.45402392 0.59850491 0.52696826] [ 0.61758487 0.45530041 0.66052461 0.38113503 0.41673107] [ 0.57267714 0.58909911 0.5010473 0.64259889 0.41042392] [ 0.50858565 0.53329171 0.58046069 0.66001945 0.3442433 ] [ 0.34349387 0.70067517 0.34388337 0.71327425 0.42810323] [ 0.2655825 0.52531415 0.56232161 0.7775608 0.40802786] [ 0.11660053 0.41940523 0.4463618 0.90961067 0.61488957] [ 0.61456088 0.3755368 0.57595251 0.25891931 0.52676058] [ 0.67469027 0.39193321 0.59474672 0.45859216 0.48481012] [ 0.4459555 0.50573109 0.51569518 0.53188718 0.63002952] [ 0.10874905 0.45147495 0.40167905 0.83983381 0.55900716] [ 0.52075064 0.46515987 0.59674547 0.67437991 0.42873477] [ 0.80026149 0.43651979 0.60201389 0.15141277 0.5229175 ] Progress: 13.6% ... Training loss: 0.697 ... Validation loss: 1.230[ 0.57266442 0.2934696 0.60546145 0.50963628 0.4759036 ] [ 0.22799463 0.62227852 0.4679468 0.87042251 0.48220249] [ 0.66072674 0.4784729 0.50578993 0.46806456 0.38360012] [ 0.49117151 0.56560105 0.39871785 0.58229775 0.29333505] [ 0.26244738 0.61456445 0.51938426 0.71149037 0.44430805] [ 0.84407752 0.37875618 0.37284184 0.25647576 0.4043929 ] [ 0.28615576 0.45149839 0.36768587 0.8086439 0.51223174] [ 0.08720889 0.53576916 0.49644501 0.9058745 0.56623009] [ 0.5759734 0.50071357 0.49455658 0.55065041 0.31160614] [ 0.49746308 0.50207622 0.48858978 0.35824011 0.58582926] [ 0.46500143 0.54924711 0.42244104 0.46189948 0.48702052] [ 0.55927273 0.49912898 0.53742247 0.49204295 0.38458125] [ 0.59334505 0.42918503 0.3100915 0.35538923 0.38640503] [ 0.58999268 0.48010316 0.37662539 0.53209198 0.36841858] [ 0.69070366 0.40278695 0.47295267 0.38567944 0.3057987 ] [ 0.75776185 0.44404578 0.58257344 0.26801462 0.42789113] [ 0.67872884 0.40748634 0.47497658 0.43768869 0.4445274 ] [ 0.4945473 0.5044357 0.6403239 0.43211654 0.56372453] [ 0.56627125 0.50870132 0.63225556 0.40990939 0.48778022] [ 0.47790672 0.69820365 0.35281955 0.72335548 0.47054643] [ 0.86619944 0.44698576 0.57193902 0.17073773 0.44284783] [ 0.32320627 0.37500561 0.55400566 0.73638086 0.42557311] [ 0.53607747 0.48669466 0.48614793 0.50184177 0.4937702 ] [ 0.32554846 0.31674392 0.51832704 0.71248612 0.44703169] [ 0.48850938 0.55497713 0.3831519 0.38145898 0.4132933 ] [ 0.66669054 0.53599659 0.53717445 0.53579399 0.40352382] [ 0.32488592 0.53721493 0.36921377 0.6937431 0.5829623 ] [ 0.77096899 0.3818579 0.45205089 0.17532423 0.42443468] [ 0.32297705 0.60401843 0.47229129 0.67497404 0.49555437] [ 0.70195808 0.44888772 0.51012782 0.24098382 0.36651594] [ 0.41690631 0.47191505 0.32741874 0.51789618 0.3261398 ] [ 0.76804692 0.50250806 0.51657531 0.29708169 0.44833343] [ 0.66293608 0.46029437 0.39174603 0.57828743 0.45927614] [ 0.41818083 0.63117233 0.52703632 0.67324417 0.59936987] [ 0.75028208 0.4269387 0.5748929 0.19193686 0.45637461] [ 0.66225995 0.53758482 0.52656121 0.44957158 0.497231 ] [ 0.76423845 0.34305437 0.43289077 0.19639632 0.35945098] [ 0.7013303 0.45598638 0.48866858 0.29145809 0.45021466] [ 0.76463858 0.50774485 0.56103001 0.24867757 0.4653551 ] [ 0.70969 0.50537535 0.51761847 0.47025351 0.46032428] [ 0.29533927 0.50252322 0.56912272 0.67737874 0.66381501] [ 0.71446015 0.45402342 0.36718122 0.29039693 0.36528087] [ 0.25059291 0.50264002 0.6327785 0.76307538 0.58692741] [ 0.7988358 0.30622221 0.59318565 0.15226104 0.35165018] [ 0.61623849 0.30968751 0.45501598 0.41163886 0.41205669] [ 0.47505912 0.60324245 0.46609233 0.56817468 0.4674257 ] [ 0.41454704 0.58544965 0.43269583 0.54117174 0.45416567] [ 0.58515238 0.5179806 0.55546236 0.46009651 0.40458523] [ 0.6537503 0.62393007 0.45048139 0.46826151 0.30107779] [ 0.27831167 0.47267186 0.46221768 0.76361322 0.52384612] [ 0.8367557 0.38344642 0.45603008 0.23614629 0.3179381 ] [ 0.29789119 0.4955992 0.44555467 0.54631067 0.54618839] [ 0.58748236 0.51932394 0.52811587 0.49111958 0.38066355] [ 0.31906966 0.62482168 0.45970263 0.71010307 0.59851598] [ 0.4210315 0.52644422 0.50655501 0.5261276 0.38624117] [ 0.40543538 0.50733003 0.55121018 0.60105317 0.56760924] [ 0.67452639 0.34345311 0.58939273 0.30538149 0.40473195] [ 0.78672594 0.43885333 0.44457661 0.35850354 0.36730354] [ 0.74777706 0.26370108 0.62158652 0.19647669 0.44406541] [ 0.55397219 0.53755347 0.55699133 0.48343451 0.49772674] [ 0.09678936 0.58199609 0.38312157 0.88408057 0.59031575] [ 0.76423845 0.34305437 0.43289077 0.19639632 0.35945098] [ 0.45181816 0.42756065 0.66573034 0.62267858 0.47388569] [ 0.26313716 0.54542686 0.5261817 0.56643485 0.56190474] [ 0.68837684 0.39632666 0.58703264 0.40267201 0.45654508] [ 0.83550256 0.30149147 0.53903364 0.14060922 0.44324496] [ 0.73017584 0.50697064 0.47059702 0.40986371 0.38801566] [ 0.41842683 0.57856818 0.50086666 0.75199671 0.48741939] [ 0.72289383 0.45756223 0.50335383 0.39832702 0.41100903] [ 0.17011018 0.66614911 0.34656566 0.82966029 0.44271416] [ 0.87965026 0.43530133 0.64491497 0.12966132 0.43786674] [ 0.45737064 0.64404034 0.35679858 0.63410514 0.44681843] [ 0.5420444 0.54552097 0.55659452 0.56265575 0.33029774] [ 0.28786801 0.51775931 0.61914858 0.77908103 0.56742046] [ 0.6543464 0.54195232 0.44087207 0.35543632 0.40461817] [ 0.3034032 0.40443714 0.59195081 0.7247153 0.5993984 ] [ 0.63949209 0.5940851 0.48032834 0.53731775 0.43806186] [ 0.48102326 0.43049863 0.46310384 0.66025226 0.27642319] [ 0.47716518 0.48137133 0.5245479 0.57613445 0.34625885] [ 0.52838388 0.46316074 0.54810148 0.76375435 0.3282442 ] [ 0.8599213 0.50371424 0.51467486 0.30997343 0.35600592] [ 0.58566166 0.49416778 0.55475636 0.47407089 0.5642124 ] [ 0.58102767 0.39154758 0.55788421 0.443106 0.40549103] [ 0.88623043 0.36318184 0.56900876 0.17160643 0.28864375] [ 0.57258487 0.52327911 0.60265085 0.44259154 0.52608719] [ 0.72953799 0.39453129 0.46341865 0.30175021 0.35943109] [ 0.51845457 0.43026639 0.64001107 0.68242723 0.47481392] [ 0.83120828 0.40057157 0.49862589 0.21938043 0.38295739] [ 0.75008867 0.33692609 0.45880646 0.32855791 0.38237957] [ 0.21231161 0.48745978 0.42738748 0.78860036 0.60941502] [ 0.34922814 0.44153621 0.47158533 0.7021946 0.34931883] [ 0.82920817 0.41020527 0.46747145 0.20311479 0.27477137] [ 0.30543226 0.56213488 0.38350804 0.74954777 0.58547747] [ 0.53914381 0.46221202 0.40544782 0.51612981 0.44516917] [ 0.85050479 0.55794968 0.47717707 0.38477653 0.42685019] [ 0.90072987 0.44117786 0.47592025 0.19178618 0.40716695] [ 0.30601816 0.61271094 0.4371063 0.62962576 0.61011686] [ 0.18826568 0.46624675 0.45052363 0.8991025 0.58332939] [ 0.47286867 0.57533139 0.58195657 0.58547163 0.4747566 ] [ 0.83432644 0.3213431 0.52976978 0.17473985 0.24224526] [ 0.50032237 0.49003655 0.66847644 0.5180916 0.49522157] [ 0.09277879 0.65527235 0.46026357 0.96182313 0.62389562] [ 0.55174825 0.53941728 0.34842271 0.66248597 0.24241822] [ 0.5188574 0.47601986 0.4483472 0.6390207 0.51089359] [ 0.66207639 0.44201294 0.61584883 0.35745779 0.44356913] [ 0.11126917 0.6378216 0.42296076 0.85153164 0.46225023] [ 0.4355944 0.50610048 0.4634627 0.59294889 0.46872898] [ 0.12160177 0.54646025 0.41066941 0.91563189 0.53751533] [ 0.42745857 0.55948604 0.44314009 0.48683782 0.36558994] [ 0.35422006 0.65339279 0.47341507 0.71685005 0.50224098] [ 0.81299053 0.45968733 0.51702101 0.22180206 0.38427693] [ 0.49911217 0.47609569 0.42579503 0.45477405 0.43186032] [ 0.52797597 0.48366664 0.44842407 0.38301937 0.42938924] [ 0.73404859 0.50531053 0.57866865 0.39402491 0.48240901] [ 0.43980027 0.56250186 0.3830691 0.69661909 0.60733881] [ 0.14117181 0.70467494 0.30305011 0.90325058 0.42021347] [ 0.48863921 0.51364386 0.50893514 0.36937773 0.37655423] [ 0.5214327 0.48834644 0.54547927 0.45034351 0.47840377] [ 0.76126283 0.29744156 0.57887157 0.31492051 0.4454821 ] [ 0.78226535 0.34590782 0.61107522 0.26798528 0.4415421 ] [ 0.52962377 0.46248715 0.54451607 0.39755067 0.3678879 ] [ 0.41385867 0.48966339 0.51543847 0.70997162 0.40066576] [ 0.7283318 0.44683307 0.54959807 0.39223143 0.40136192] [ 0.2469905 0.52365127 0.49838224 0.61049666 0.48030607] [ 0.39061273 0.50727113 0.61975255 0.63883915 0.54545039] [ 0.38256253 0.49417498 0.40657454 0.67888937 0.52241869] [ 0.48709101 0.60784425 0.34953295 0.57103203 0.41499589] [ 0.47393065 0.46440832 0.43349637 0.46658094 0.37721594] Progress: 13.7% ... Training loss: 0.696 ... Validation loss: 1.226[ 0.41456825 0.61290516 0.46326108 0.72895013 0.43531355] [ 0.63057927 0.36006174 0.59523306 0.47774658 0.45418942] [ 0.28960001 0.59850653 0.61968299 0.70397153 0.59225436] [ 0.73133314 0.40077072 0.6542671 0.32902962 0.44693836] [ 0.80069841 0.34613223 0.63965837 0.22134504 0.42163172] [ 0.73097414 0.51188108 0.44548434 0.41930486 0.37458141] [ 0.39451733 0.42945035 0.55576818 0.51813693 0.48674643] [ 0.20178948 0.53253844 0.42029761 0.90273664 0.47669339] [ 0.6747948 0.60244631 0.39892937 0.61635473 0.47641683] [ 0.42836213 0.35752309 0.50040271 0.70851035 0.4016116 ] [ 0.49622323 0.51194878 0.52745135 0.4425998 0.62097721] [ 0.66938028 0.41692074 0.52413122 0.25265769 0.50088476] [ 0.70847443 0.49906811 0.51049028 0.2822974 0.40049377] [ 0.5008394 0.50806136 0.49909112 0.67241016 0.49751201] [ 0.65370676 0.43814853 0.55925126 0.48405757 0.47148796] [ 0.47712654 0.56454256 0.40390505 0.43187728 0.32926696] [ 0.61523334 0.56627614 0.40442067 0.59829081 0.39197695] [ 0.66374038 0.46842005 0.58451273 0.39190959 0.46622608] [ 0.36171009 0.483753 0.51551427 0.55371052 0.41571544] [ 0.33843366 0.53584244 0.52561063 0.73982656 0.43211437] [ 0.47366073 0.46015271 0.58722169 0.53849876 0.47159374] [ 0.31312364 0.66700428 0.35689419 0.6526926 0.44471226] [ 0.72261238 0.42939289 0.34345624 0.30056083 0.30469402] [ 0.24435856 0.59984855 0.5928325 0.68213297 0.53473605] [ 0.68136424 0.38619045 0.56613773 0.26670151 0.37473626] [ 0.60393859 0.4427826 0.52439084 0.44805885 0.54866183] [ 0.32244221 0.55184459 0.56395672 0.83676132 0.43382624] [ 0.14151404 0.56795521 0.51794292 0.82953537 0.54392452] [ 0.34060199 0.59683637 0.45652599 0.74673632 0.47151682] [ 0.27725687 0.58064767 0.39942624 0.85232115 0.50717871] [ 0.37525112 0.3905137 0.47989359 0.71218096 0.51595001] [ 0.33950538 0.45899921 0.49081519 0.57536324 0.56253164] [ 0.60501349 0.50745621 0.50718076 0.375982 0.4458538 ] [ 0.69694923 0.44601314 0.56001081 0.23978741 0.46609221] [ 0.70304294 0.36674012 0.53806837 0.30501074 0.38289041] [ 0.73428434 0.55369128 0.55164293 0.48923087 0.35574097] [ 0.4973732 0.45080396 0.46214315 0.56670049 0.36986498] [ 0.82164696 0.39767546 0.61760734 0.16475171 0.48314472] [ 0.11919278 0.49951821 0.45691 0.90410216 0.71014993] [ 0.8055158 0.52283181 0.45032008 0.25597996 0.36885994] [ 0.28324626 0.45704534 0.38615826 0.71640699 0.48190124] [ 0.78491876 0.51184623 0.34571338 0.51834777 0.25045612] [ 0.64046938 0.4142028 0.51992836 0.34456964 0.6518523 ] [ 0.14302168 0.45307016 0.37783518 0.89695762 0.56065224] [ 0.64713315 0.47201277 0.56053496 0.43790681 0.39030453] [ 0.53368533 0.4138243 0.48137572 0.52314797 0.41795663] [ 0.30477785 0.56609615 0.45383932 0.73915621 0.46208784] [ 0.14710659 0.55694662 0.42693801 0.82445809 0.5337378 ] [ 0.32535105 0.50429591 0.45707161 0.62769027 0.45962469] [ 0.41652975 0.61402678 0.57201308 0.61564866 0.5213907 ] [ 0.56102375 0.42802364 0.60507964 0.37741396 0.47316014] [ 0.41233576 0.53749102 0.56514018 0.67775811 0.4941507 ] [ 0.81837369 0.52297613 0.54109537 0.43725668 0.32595264] [ 0.6111827 0.51561407 0.43879597 0.38326298 0.49974294] [ 0.19610111 0.53337233 0.40495147 0.85525401 0.4996727 ] [ 0.85183168 0.26299278 0.70908379 0.15241079 0.47101398] [ 0.37508397 0.36604442 0.59153022 0.59609379 0.61431064] [ 0.26356374 0.65440162 0.40555329 0.83470265 0.49958401] [ 0.11293429 0.46116749 0.45905846 0.83200112 0.61657038] [ 0.24956385 0.50101862 0.49595921 0.81159514 0.65207952] [ 0.65830918 0.4255032 0.45858371 0.3232776 0.45079398] [ 0.70188326 0.44386438 0.58864255 0.45951304 0.39051463] [ 0.18772206 0.66077988 0.47295163 0.69829804 0.5684188 ] [ 0.62327697 0.45523023 0.40170765 0.4967552 0.33809768] [ 0.24405334 0.59022741 0.60419059 0.67671341 0.64582397] [ 0.5471172 0.57161726 0.61839016 0.55407047 0.45690919] [ 0.26629418 0.48700236 0.37385807 0.8644249 0.50397283] [ 0.66583454 0.47491442 0.47161284 0.52754051 0.5118056 ] [ 0.47985286 0.45684251 0.52521864 0.65821838 0.33513185] [ 0.82621081 0.38656378 0.52922035 0.11007492 0.44143659] [ 0.55745278 0.47638705 0.53165691 0.36395062 0.56112421] [ 0.88529588 0.42022308 0.46888443 0.15749564 0.24263348] [ 0.57365107 0.47964142 0.48440888 0.54296474 0.29655821] [ 0.67015999 0.50456213 0.39509188 0.33088834 0.30195694] [ 0.1327318 0.4784949 0.43410874 0.91327914 0.46454726] [ 0.70268839 0.43850841 0.55866072 0.54389087 0.3991578 ] [ 0.75070928 0.43587564 0.50278275 0.31646426 0.39437183] [ 0.10284644 0.58345315 0.45770363 0.90767957 0.51470456] [ 0.58482718 0.40763563 0.59335145 0.31721435 0.58066774] [ 0.3035482 0.44554972 0.52224549 0.7120801 0.60637993] [ 0.53822577 0.4106046 0.50963759 0.52933364 0.32054315] [ 0.75220172 0.46925222 0.55969835 0.45568253 0.40765674] [ 0.43460649 0.44972159 0.43826644 0.6995252 0.30357407] [ 0.70939378 0.45981047 0.46720403 0.42209023 0.47870253] [ 0.30605768 0.44175149 0.49020442 0.70883387 0.36295909] [ 0.54060066 0.53753488 0.57202609 0.76588443 0.33465185] [ 0.45068183 0.47399747 0.45640181 0.43147814 0.51183932] [ 0.72173378 0.37291298 0.53433536 0.25672132 0.46098686] [ 0.69065791 0.47347184 0.51136974 0.4399595 0.44100636] [ 0.39993916 0.68322257 0.3375903 0.71702895 0.44566955] [ 0.83979897 0.44158285 0.61168793 0.37172758 0.40917892] [ 0.31538202 0.55186761 0.50643009 0.62065941 0.52859396] [ 0.39801266 0.61510005 0.42149079 0.70424259 0.56321224] [ 0.85127481 0.33744836 0.56617611 0.15453356 0.41541739] [ 0.37402424 0.60145248 0.36869903 0.68521126 0.49350085] [ 0.38961173 0.4745274 0.51567515 0.45639913 0.51812084] [ 0.732282 0.4529191 0.39358541 0.41701756 0.41524686] [ 0.08373773 0.5965927 0.38287935 0.93345111 0.50749691] [ 0.42960088 0.4354428 0.51595519 0.55604435 0.55741966] [ 0.7999043 0.31023893 0.58234944 0.18691757 0.50903542] [ 0.62846754 0.54659491 0.47662897 0.49780511 0.56720913] [ 0.44810043 0.36947975 0.61904588 0.592294 0.41395867] [ 0.44485152 0.5894242 0.55429564 0.73981797 0.52962702] [ 0.25308439 0.47914702 0.40473867 0.52103561 0.68200985] [ 0.58032917 0.42622758 0.37096548 0.61254597 0.41784598] [ 0.38498169 0.51263077 0.46263114 0.53834125 0.51175167] [ 0.57093496 0.51920622 0.51117794 0.42684494 0.41381305] [ 0.64594809 0.35888481 0.51275574 0.49161761 0.46747378] [ 0.75405704 0.47935474 0.66790597 0.26267018 0.44400855] [ 0.48682948 0.42935958 0.59059405 0.67054215 0.46565411] [ 0.70221295 0.45801935 0.42732421 0.47243698 0.30573033] [ 0.60633105 0.41720585 0.57722942 0.36587042 0.45594672] [ 0.82101455 0.45153296 0.58396356 0.24210823 0.41503449] [ 0.81122707 0.33185513 0.51140887 0.35049615 0.36909541] [ 0.53170292 0.39520062 0.48449107 0.48542305 0.26859695] [ 0.61380653 0.45284993 0.54247535 0.38350999 0.48940486] [ 0.72980677 0.53394158 0.54469445 0.34347869 0.42096917] [ 0.67252512 0.41868832 0.62987177 0.22131457 0.35531511] [ 0.85234028 0.40973634 0.38969031 0.30314336 0.39083021] [ 0.78458713 0.43974924 0.54458446 0.33184589 0.27697021] [ 0.51835715 0.44987856 0.57390519 0.57203287 0.49269631] [ 0.65510403 0.5731781 0.44894646 0.39921311 0.43631647] [ 0.32067785 0.47659749 0.35530848 0.50776467 0.54509483] [ 0.45385788 0.45712358 0.51810873 0.62832657 0.46027599] [ 0.7605045 0.48234389 0.39032626 0.40410499 0.39784009] [ 0.47654123 0.68984734 0.33575165 0.7735587 0.38024524] [ 0.61097397 0.41357066 0.5301346 0.29867596 0.51771468] [ 0.69849315 0.3346482 0.55042847 0.1909851 0.38526248] Progress: 13.7% ... Training loss: 0.696 ... Validation loss: 1.230[ 0.88881022 0.36664008 0.59312266 0.12114556 0.30523688] [ 0.43562341 0.47962754 0.46185135 0.45644453 0.58410851] [ 0.57734622 0.4300013 0.35382935 0.3880108 0.42891067] [ 0.82969948 0.30685393 0.55591794 0.18009475 0.40004348] [ 0.62312237 0.53239148 0.47888953 0.45897863 0.49119129] [ 0.39000395 0.40744206 0.39528217 0.80820276 0.39080032] [ 0.2673356 0.42536716 0.51880741 0.83059296 0.5837463 ] [ 0.66696767 0.47826295 0.45673414 0.41640717 0.48772482] [ 0.18353842 0.51064397 0.4069003 0.91836842 0.62783338] [ 0.62824522 0.48689349 0.59505011 0.511559 0.41889043] [ 0.62552313 0.57264152 0.52776635 0.53152837 0.33119051] [ 0.54678902 0.48415669 0.51235848 0.48451094 0.53469345] [ 0.3117532 0.58357553 0.49562106 0.66979491 0.6140014 ] [ 0.68657919 0.54391437 0.38322452 0.58581416 0.33183697] [ 0.71658186 0.4715677 0.42583795 0.17805365 0.3280207 ] [ 0.27675878 0.54271887 0.51464813 0.79128056 0.42800168] [ 0.22870936 0.63855596 0.34396283 0.84304254 0.48976502] [ 0.65809428 0.54447248 0.51048969 0.44141016 0.46458913] [ 0.42627253 0.52550314 0.50216852 0.49431004 0.55109195] [ 0.46354896 0.55766593 0.42700588 0.57478154 0.41163703] [ 0.40019344 0.34057298 0.63321777 0.58849013 0.57712554] [ 0.70158653 0.4721507 0.51143145 0.32316453 0.28596173] [ 0.8081498 0.43118702 0.60402332 0.24953915 0.39893963] [ 0.49875901 0.60194003 0.5225478 0.55389884 0.38429418] [ 0.12083091 0.51718188 0.57258184 0.89465088 0.59617621] [ 0.86713399 0.34163166 0.50879356 0.09527144 0.30865594] [ 0.73223351 0.41665528 0.47291667 0.28478208 0.44864622] [ 0.45012969 0.50599091 0.50730685 0.74114756 0.45047163] [ 0.5496352 0.56975762 0.40953816 0.60750109 0.35572542] [ 0.43245319 0.48556476 0.55365703 0.49786082 0.51436611] [ 0.19897589 0.5730725 0.44609723 0.83848652 0.55268614] [ 0.19966451 0.41221748 0.42027405 0.84105163 0.40541992] [ 0.40985476 0.54383623 0.40259971 0.65332 0.53046595] [ 0.59172931 0.42801616 0.49334889 0.48161769 0.57142144] [ 0.18999828 0.47136622 0.45288654 0.84517515 0.58388706] [ 0.83458562 0.41850853 0.52210007 0.19342485 0.36648802] [ 0.49465151 0.48096339 0.60124712 0.67818593 0.40847698] [ 0.19511953 0.56485374 0.58725275 0.87266484 0.55441177] [ 0.63681339 0.50518751 0.54708088 0.26583984 0.56937165] [ 0.60006935 0.39323761 0.37127842 0.56425193 0.26931491] [ 0.62205276 0.44326605 0.48669377 0.56489883 0.2536772 ] [ 0.29417178 0.64440419 0.45400319 0.74906003 0.63534482] [ 0.08891588 0.577179 0.46782498 0.89303857 0.45675312] [ 0.48948559 0.50173071 0.48505663 0.65755384 0.34489743] [ 0.35580726 0.49874573 0.55733068 0.73473611 0.50540142] [ 0.57233195 0.66222246 0.36207246 0.58524318 0.4735253 ] [ 0.49656863 0.44053611 0.42857851 0.49604832 0.38449703] [ 0.8641719 0.34189505 0.47048833 0.11306893 0.28070506] [ 0.36136953 0.60548912 0.39642013 0.84979073 0.59706921] [ 0.4650327 0.52415109 0.51005672 0.56607677 0.3791594 ] [ 0.2991525 0.53748139 0.53571909 0.79545642 0.36133891] [ 0.62243016 0.51123374 0.46154282 0.47339745 0.40353361] [ 0.66971193 0.42882876 0.62639842 0.23903668 0.52242408] [ 0.40936329 0.49657829 0.51161223 0.64529392 0.30771937] [ 0.77791276 0.46657573 0.52187176 0.33300099 0.43415655] [ 0.81846083 0.39101154 0.61013781 0.22849901 0.45263837] [ 0.71497068 0.40269389 0.53849904 0.25813986 0.36655715] [ 0.57142561 0.57464463 0.39814852 0.45793813 0.42015523] [ 0.17469614 0.45700362 0.59413248 0.74476908 0.50939904] [ 0.44310708 0.41394321 0.41610109 0.60859926 0.37302837] [ 0.73120674 0.51182225 0.44550392 0.41916475 0.37454787] [ 0.18194882 0.51161643 0.49968235 0.75993659 0.40030263] [ 0.33557932 0.64239463 0.39676192 0.79649735 0.444614 ] [ 0.17760565 0.53787575 0.52818106 0.89889121 0.54250719] [ 0.22819826 0.60624651 0.43882076 0.74159524 0.50271428] [ 0.41495058 0.36295249 0.45285818 0.56631854 0.5175426 ] [ 0.44152771 0.52440178 0.41703009 0.62170325 0.53778335] [ 0.1546208 0.55898516 0.38413976 0.88837407 0.5063876 ] [ 0.5433939 0.41899549 0.45903767 0.35702145 0.45832968] [ 0.41429933 0.44799658 0.63866343 0.67011067 0.50874653] [ 0.43272254 0.50855346 0.5790278 0.74697047 0.48893117] [ 0.79679434 0.51818455 0.25206047 0.50095294 0.32453639] [ 0.62400062 0.34683795 0.6434606 0.38539721 0.3468817 ] [ 0.46501385 0.57601138 0.55039788 0.53697095 0.41319835] [ 0.79189734 0.51186452 0.5118048 0.33163734 0.31914771] [ 0.54141504 0.51518772 0.39401037 0.50541216 0.409647 ] [ 0.55909969 0.53701291 0.49476707 0.4680359 0.42541421] [ 0.24905199 0.53630062 0.45730949 0.79386529 0.50599111] [ 0.14871029 0.54901216 0.45890842 0.89557322 0.37431754] [ 0.10404695 0.4524323 0.40208593 0.85696496 0.55285756] [ 0.57435999 0.55289536 0.50993636 0.40249634 0.52870499] [ 0.47113277 0.46663991 0.55973329 0.41017359 0.62782541] [ 0.30914733 0.49278892 0.48286043 0.86672948 0.58035109] [ 0.48331831 0.62740163 0.41324359 0.72893959 0.35413301] [ 0.85102312 0.40936457 0.40930794 0.21858787 0.22706975] [ 0.18591858 0.47817345 0.51427429 0.81182086 0.46736137] [ 0.82886354 0.57447086 0.36703086 0.52078178 0.37824682] [ 0.57094116 0.40726933 0.43563128 0.37942375 0.35108575] [ 0.84003808 0.30761441 0.59233047 0.19506475 0.42456857] [ 0.59711231 0.57941894 0.47593238 0.60151198 0.38397231] [ 0.64446813 0.5026753 0.46394003 0.56174622 0.44035082] [ 0.81049852 0.27135363 0.64697176 0.15230079 0.43776912] [ 0.29885996 0.58424128 0.46734926 0.56868987 0.46707752] [ 0.12608338 0.40568711 0.46341675 0.83249444 0.5934877 ] [ 0.57849585 0.47526541 0.63225366 0.62423479 0.36448364] [ 0.32480075 0.47861009 0.42945058 0.78713657 0.44322603] [ 0.47197868 0.51975481 0.52928393 0.60742227 0.52579802] [ 0.83718886 0.37442875 0.54844427 0.23217976 0.34592109] [ 0.54326239 0.37068194 0.52111851 0.67472466 0.46038569] [ 0.28170508 0.41566761 0.48384755 0.89123472 0.57771535] [ 0.69728298 0.45843997 0.47577097 0.21043851 0.37153278] [ 0.73554367 0.32082476 0.39206672 0.1625915 0.37707806] [ 0.7274896 0.45224396 0.56043914 0.15789985 0.41253614] [ 0.58245748 0.39779639 0.68893576 0.2687105 0.63499925] [ 0.58609371 0.51770342 0.5555607 0.4595771 0.40446566] [ 0.44909174 0.36914818 0.61916559 0.59174003 0.41382505] [ 0.86996828 0.3971314 0.58572944 0.18644927 0.44297317] [ 0.30254443 0.58519128 0.40134369 0.83360215 0.35022182] [ 0.78028867 0.39811612 0.50532829 0.24571811 0.31757694] [ 0.8820545 0.45682329 0.40774347 0.15604566 0.36579483] [ 0.76931956 0.43201395 0.58368942 0.18488903 0.47603651] [ 0.87482164 0.2910997 0.5756191 0.16350258 0.40114746] [ 0.27703413 0.47909369 0.60372349 0.83155816 0.3698891 ] [ 0.46119183 0.50096864 0.57729276 0.66742785 0.40195134] [ 0.70530914 0.3438646 0.40431387 0.38361055 0.34829345] [ 0.61519123 0.42129284 0.56027513 0.40272431 0.46091265] [ 0.60752266 0.56662845 0.45106215 0.41523603 0.55005845] [ 0.42354842 0.41402121 0.49949798 0.57339027 0.49404335] [ 0.60838532 0.52384284 0.55465416 0.45963432 0.49614783] [ 0.8748757 0.47708563 0.49825174 0.28464195 0.39049439] [ 0.18267642 0.60163035 0.38783419 0.785829 0.50239404] [ 0.78316118 0.30172178 0.65446799 0.18252194 0.43808381] [ 0.47152552 0.59979906 0.50335592 0.76522845 0.46486672] [ 0.64163986 0.45770753 0.45225785 0.4078816 0.46822967] [ 0.4676259 0.49415716 0.63313919 0.64121486 0.48586682] [ 0.74597726 0.51169268 0.48928727 0.33738604 0.38319766] [ 0.73409393 0.39626008 0.44368182 0.27905287 0.38201524] [ 0.55203179 0.46076804 0.46679638 0.53895037 0.3312744 ] Progress: 13.8% ... Training loss: 0.696 ... Validation loss: 1.229[ 0.1095005 0.6107261 0.45329188 0.90617273 0.50751353] [ 0.44427109 0.60090105 0.55165017 0.58596331 0.47412326] [ 0.08724282 0.48949231 0.57851315 0.90431088 0.61020091] [ 0.70214568 0.43099444 0.41649776 0.49015005 0.48281512] [ 0.17602359 0.52781867 0.42553058 0.79227999 0.36131404] [ 0.22899194 0.69331132 0.34621399 0.86699209 0.38013758] [ 0.5700214 0.50361351 0.4191816 0.78657231 0.30732935] [ 0.17240122 0.56823369 0.42961765 0.87505851 0.51088742] [ 0.81017823 0.32741073 0.53707012 0.18827103 0.41829723] [ 0.22029209 0.47537845 0.61538385 0.81396248 0.59426997] [ 0.67924609 0.58199118 0.42938489 0.42288327 0.41236512] [ 0.58424484 0.37228431 0.51495716 0.41919748 0.40205666] [ 0.87925252 0.27117294 0.51140056 0.19890848 0.30851082] [ 0.53333558 0.36555462 0.64421501 0.51498523 0.33497073] [ 0.11739446 0.57555 0.46765203 0.92877016 0.53416621] [ 0.27920634 0.51260217 0.54560775 0.70575119 0.40235258] [ 0.49089744 0.47987893 0.47677548 0.79566333 0.41356678] [ 0.63855517 0.50952002 0.53635724 0.32691184 0.56214126] [ 0.43929563 0.57043895 0.5519011 0.60696514 0.40795311] [ 0.72032844 0.43890369 0.49478668 0.38177729 0.47199611] [ 0.6789136 0.58195454 0.44566453 0.40331262 0.42259092] [ 0.28344009 0.50335094 0.50410797 0.76752901 0.46971619] [ 0.32709395 0.61087865 0.59240991 0.58574612 0.59430396] [ 0.37537747 0.51742199 0.43103877 0.63816052 0.44443759] [ 0.42248842 0.63378179 0.39370925 0.58127151 0.6032722 ] [ 0.4975761 0.49699596 0.40714336 0.68757064 0.38810622] [ 0.5260406 0.3855563 0.3290064 0.74463081 0.45514126] [ 0.20593241 0.48893504 0.61352613 0.76424846 0.52351772] [ 0.25909636 0.48252982 0.42455393 0.8048392 0.46077497] [ 0.13564152 0.49444878 0.42535511 0.85021454 0.47553971] [ 0.76272904 0.40964467 0.48190581 0.21235135 0.31304105] [ 0.59805412 0.44977728 0.35574469 0.43320137 0.40332705] [ 0.85556572 0.59415595 0.36752926 0.42446048 0.28279212] [ 0.60097624 0.48705345 0.53477443 0.27703766 0.47395249] [ 0.56339988 0.59816911 0.35936413 0.53683937 0.34595357] [ 0.71445754 0.43403591 0.58585389 0.31017955 0.44255451] [ 0.25240863 0.57446251 0.3513723 0.81568579 0.41444295] [ 0.71675776 0.39679998 0.38608356 0.28183817 0.33928363] [ 0.63190492 0.43969009 0.4671178 0.35481664 0.53639931] [ 0.8086238 0.44151292 0.62713459 0.22636929 0.48890911] [ 0.47475155 0.53816868 0.45522496 0.4821147 0.43115547] [ 0.40207455 0.45782873 0.56132639 0.63039428 0.56963108] [ 0.41734789 0.66129977 0.33485048 0.69000386 0.45141136] [ 0.14214079 0.55464864 0.40695427 0.84874354 0.43185447] [ 0.85915066 0.35770509 0.6555852 0.23658353 0.42017421] [ 0.31036672 0.49878078 0.43639248 0.82232582 0.37596485] [ 0.12900886 0.59704004 0.44585477 0.92320208 0.61129045] [ 0.82665259 0.45893632 0.41147086 0.44321472 0.30791345] [ 0.35274595 0.53070967 0.39110062 0.6411548 0.41840549] [ 0.8104606 0.40364979 0.52041581 0.34041213 0.37899841] [ 0.58129862 0.43076087 0.62152471 0.53208775 0.35340339] [ 0.50789722 0.6224774 0.54365039 0.56080561 0.40510523] [ 0.89248454 0.42748956 0.47379281 0.21922973 0.3340131 ] [ 0.37773366 0.46026328 0.50619978 0.62121227 0.49243483] [ 0.60141164 0.36635694 0.59329047 0.40122231 0.48016646] [ 0.51129301 0.51762766 0.45126412 0.40353622 0.39324426] [ 0.44642525 0.42828454 0.3986265 0.52380281 0.44365147] [ 0.62409327 0.49789405 0.53679396 0.302798 0.39614976] [ 0.16155762 0.60497107 0.34273658 0.66483654 0.5327072 ] [ 0.48935609 0.42983724 0.52488644 0.42505196 0.63479268] [ 0.24436611 0.62944299 0.36461064 0.70843356 0.52536284] [ 0.19341892 0.67217301 0.45975866 0.84500691 0.59675193] [ 0.78395836 0.40671657 0.49803609 0.28359699 0.42979887] [ 0.35612927 0.56893348 0.38940893 0.79001123 0.41560148] [ 0.67406491 0.48946095 0.4273099 0.35633959 0.40168422] [ 0.32661886 0.47215901 0.59994399 0.78068175 0.33142107] [ 0.77135934 0.42870632 0.55763352 0.19700511 0.5436651 ] [ 0.57094865 0.4072806 0.43562402 0.37940369 0.35109318] [ 0.2950839 0.47113732 0.46142608 0.6792221 0.5817244 ] [ 0.77300037 0.28972939 0.61487254 0.19321853 0.36883544] [ 0.82874206 0.31476112 0.52121053 0.19773011 0.46326986] [ 0.59721861 0.52472157 0.44202288 0.56787351 0.44954042] [ 0.37850535 0.53899779 0.35715209 0.66926687 0.48326747] [ 0.33562004 0.37901008 0.53251587 0.65845238 0.44204764] [ 0.6895088 0.51574839 0.58458477 0.35073408 0.41082882] [ 0.63072014 0.45918628 0.35122051 0.46356855 0.41347112] [ 0.10213659 0.61731443 0.51870562 0.93698816 0.59779562] [ 0.72342497 0.64302778 0.47485227 0.53143212 0.3656373 ] [ 0.71076615 0.42030472 0.44987328 0.12430578 0.34413753] [ 0.51361515 0.55628048 0.34314781 0.60250738 0.4822887 ] [ 0.29707208 0.58586303 0.38569908 0.67502709 0.40922158] [ 0.40605304 0.4215808 0.4802915 0.75907861 0.49401725] [ 0.38192756 0.50954999 0.38786998 0.67057655 0.42328535] [ 0.49811265 0.41000159 0.5385491 0.40395517 0.58048632] [ 0.77816968 0.36148227 0.51375255 0.34463795 0.36997195] [ 0.42182192 0.60151457 0.36807691 0.74810082 0.38490762] [ 0.77534712 0.52275448 0.39898921 0.51187346 0.38358309] [ 0.40981357 0.46277281 0.4026951 0.66527932 0.3910986 ] [ 0.4907777 0.53609467 0.46497467 0.55003947 0.39618493] [ 0.23745862 0.60063366 0.3365567 0.70011761 0.52717083] [ 0.38425173 0.47475046 0.54876303 0.41442664 0.61881315] [ 0.8277579 0.41986105 0.4214328 0.21017948 0.30397525] [ 0.33205228 0.5909593 0.41212797 0.73197277 0.59782358] [ 0.56838007 0.61971221 0.48613762 0.57560931 0.43927179] [ 0.90082435 0.39201387 0.59618007 0.14775215 0.31263974] [ 0.37779126 0.49659857 0.4667422 0.58083288 0.39874387] [ 0.51408294 0.37135026 0.45443268 0.41759829 0.39369302] [ 0.58532565 0.34332852 0.63057919 0.35329876 0.45514071] [ 0.85872888 0.38091311 0.33344215 0.14626931 0.24517265] [ 0.39267277 0.49292928 0.54150252 0.76514766 0.5766685 ] [ 0.37391059 0.46020344 0.51296556 0.53223053 0.48895248] [ 0.70310719 0.57627211 0.55724615 0.47566147 0.49244593] [ 0.49470839 0.53345608 0.3965603 0.66268947 0.23606517] [ 0.81801279 0.30894915 0.60629977 0.20905152 0.4371309 ] [ 0.83056084 0.48102818 0.51437897 0.29828008 0.3852266 ] [ 0.55822598 0.44195552 0.60776 0.54356604 0.61618344] [ 0.20494953 0.60893618 0.58203637 0.78795465 0.62037901] [ 0.41661364 0.44447145 0.53310708 0.64337396 0.40952157] [ 0.26949009 0.5933632 0.51334617 0.86256102 0.56302884] [ 0.32234464 0.57770957 0.38175118 0.67878889 0.51250636] [ 0.45053449 0.51259254 0.45018437 0.74570878 0.35111053] [ 0.59973458 0.48478691 0.65534334 0.36049719 0.44401607] [ 0.41935445 0.49929378 0.48132857 0.62683062 0.47868668] [ 0.20651483 0.54641199 0.43763035 0.74074782 0.63307448] [ 0.74571522 0.47492686 0.55205134 0.32834452 0.48732541] [ 0.40935379 0.53414647 0.28632555 0.64747873 0.46596673] [ 0.69562246 0.41607164 0.48497212 0.4300453 0.37756329] [ 0.68186086 0.35390471 0.64483835 0.33843328 0.48243658] [ 0.67102405 0.49059307 0.40609861 0.42572673 0.31954389] [ 0.79245217 0.40478264 0.50318259 0.28178615 0.37765316] [ 0.49882135 0.46680068 0.52221864 0.59366498 0.56591705] [ 0.36316548 0.52718977 0.43769422 0.74278014 0.57652458] [ 0.38279339 0.3652378 0.57646683 0.63803148 0.35412013] [ 0.84452922 0.30257294 0.61947767 0.08449787 0.35972727] [ 0.68332091 0.55733719 0.45720613 0.51703288 0.41100638] [ 0.32815287 0.59889661 0.41657166 0.79188841 0.38404617] [ 0.51442845 0.51564786 0.47708279 0.56398317 0.49508483] [ 0.68614003 0.5591224 0.4440541 0.27030415 0.33953905] Progress: 13.8% ... Training loss: 0.695 ... Validation loss: 1.224[ 0.48824541 0.57107423 0.45317715 0.48680957 0.49393708] [ 0.71050561 0.42898702 0.37894276 0.37881423 0.31826434] [ 0.22158784 0.61545128 0.48451041 0.78668845 0.57549513] [ 0.28119199 0.3896638 0.693718 0.61551555 0.57470311] [ 0.71249478 0.48374243 0.52744437 0.2250177 0.33029707] [ 0.87302564 0.33145845 0.59743754 0.18243364 0.39242119] [ 0.53430304 0.62518461 0.48231758 0.67396806 0.40812936] [ 0.22671598 0.6409753 0.46706574 0.89395935 0.50934089] [ 0.55917853 0.5773756 0.54277992 0.420942 0.46045237] [ 0.35613536 0.5377003 0.45506211 0.66901747 0.52688152] [ 0.77299166 0.54499298 0.5808204 0.47256446 0.32488709] [ 0.84258282 0.39611415 0.53456301 0.19988184 0.44573746] [ 0.50302809 0.50215542 0.57577982 0.39122748 0.59463844] [ 0.32172039 0.47966774 0.53383912 0.67831403 0.58984624] [ 0.1999659 0.53922615 0.43748278 0.85319268 0.44828438] [ 0.70135356 0.35042921 0.64297928 0.27851875 0.41550204] [ 0.73198298 0.5109802 0.44989024 0.39376563 0.38093684] [ 0.68197664 0.28736969 0.33426774 0.26516386 0.39698322] [ 0.53754194 0.52170471 0.48496504 0.58058842 0.35921162] [ 0.10058022 0.5157694 0.55492676 0.910689 0.6192203 ] [ 0.33081791 0.45030084 0.42300226 0.73618257 0.43841581] [ 0.75636024 0.37165848 0.51523538 0.40063485 0.5669402 ] [ 0.35831703 0.54957804 0.51047385 0.72919333 0.48376712] [ 0.70630607 0.39197437 0.62270623 0.27858197 0.33636442] [ 0.54497843 0.43445289 0.60875416 0.62575468 0.38539276] [ 0.22671598 0.6409753 0.46706574 0.89395935 0.50934089] [ 0.13362143 0.54094391 0.38799859 0.86735428 0.43253941] [ 0.40744476 0.37262924 0.46541669 0.56521181 0.44692495] [ 0.70217025 0.45813971 0.42727916 0.47236028 0.30575873] [ 0.51700269 0.59504697 0.45983575 0.50301799 0.34395797] [ 0.09630117 0.59225911 0.38100918 0.93850478 0.51604414] [ 0.55354522 0.55355244 0.40523231 0.72102747 0.50369817] [ 0.42350033 0.67462305 0.44205571 0.75219328 0.60351336] [ 0.25119237 0.62870377 0.3491836 0.72279904 0.40541181] [ 0.43096266 0.53965514 0.50701916 0.65787332 0.46677272] [ 0.6167561 0.56678681 0.41604641 0.60740209 0.36940403] [ 0.77288474 0.40432096 0.65798676 0.16184363 0.49524149] [ 0.69677046 0.54348573 0.47899868 0.46235413 0.38811554] [ 0.83558118 0.40605296 0.54997356 0.16140162 0.40665308] [ 0.69657356 0.39938537 0.33618027 0.47071392 0.36262909] [ 0.30009831 0.52272702 0.62329695 0.69337836 0.44736651] [ 0.23227601 0.54978215 0.51311883 0.86213932 0.46919377] [ 0.43040052 0.5228058 0.4992885 0.72572831 0.47682061] [ 0.67573828 0.54419274 0.38958962 0.45044831 0.44362541] [ 0.66975251 0.46664141 0.49702217 0.38356927 0.33212379] [ 0.34812744 0.36345519 0.48939774 0.7730516 0.39994196] [ 0.59981408 0.52824519 0.52489278 0.59678251 0.38811311] [ 0.54044533 0.67628542 0.42120766 0.59782175 0.44640131] [ 0.81806406 0.39562434 0.56127358 0.18983878 0.42515058] [ 0.27197824 0.66610748 0.54185651 0.64904289 0.66904365] [ 0.18224808 0.65094115 0.40431475 0.92702214 0.64516477] [ 0.35585901 0.50047926 0.46524065 0.59236744 0.47506034] [ 0.38396414 0.454808 0.67097546 0.66112356 0.33510854] [ 0.14102896 0.50239368 0.46714949 0.86888522 0.4542496 ] [ 0.21802096 0.53599296 0.36835264 0.70762146 0.40752247] [ 0.22148904 0.60395932 0.48203544 0.81917709 0.43416925] [ 0.18758086 0.57898743 0.50378581 0.74921475 0.43861427] [ 0.51257079 0.40259312 0.52029626 0.62531016 0.36242071] [ 0.65894193 0.58385756 0.49416915 0.49972182 0.48360412] [ 0.54567772 0.44485037 0.53991679 0.44232079 0.58760335] [ 0.66874444 0.52332765 0.53115879 0.55752464 0.41064685] [ 0.34244524 0.67933334 0.54677645 0.7535613 0.48073316] [ 0.08621288 0.5566873 0.53623727 0.85006744 0.62778055] [ 0.60408783 0.60592031 0.51518632 0.5205679 0.5895989 ] [ 0.50951866 0.56880991 0.39474215 0.46465499 0.29536258] [ 0.63447068 0.38246774 0.67680517 0.30968355 0.50693002] [ 0.7454045 0.4030203 0.62605298 0.28390646 0.45627809] [ 0.64673106 0.5449673 0.38777844 0.47190294 0.26702649] [ 0.36522723 0.51321755 0.5757 0.70766559 0.41459186] [ 0.66074394 0.48615983 0.40444307 0.32224278 0.3551578 ] [ 0.14867532 0.59230128 0.49647487 0.72424143 0.52990246] [ 0.62673547 0.4605595 0.57539812 0.23622374 0.54913125] [ 0.63801663 0.4981176 0.45564757 0.37035745 0.40275227] [ 0.592384 0.60611575 0.42813137 0.54522088 0.38079502] [ 0.45045511 0.40216155 0.58716013 0.53052449 0.52087053] [ 0.5427043 0.43091366 0.60630342 0.45094478 0.44605313] [ 0.42814739 0.49780814 0.44612871 0.5460259 0.5547467 ] [ 0.3042659 0.57542189 0.52570881 0.75575806 0.45621758] [ 0.73626574 0.40642885 0.482636 0.25411878 0.33531947] [ 0.27988213 0.5741577 0.39618102 0.78770219 0.56338728] [ 0.2769219 0.58409224 0.53415786 0.73976863 0.42864504] [ 0.17885949 0.65026823 0.36663552 0.90750872 0.50666019] [ 0.5902402 0.68007257 0.277343 0.81739281 0.29823171] [ 0.76408918 0.39553539 0.49343218 0.3039486 0.39005035] [ 0.36781692 0.4656387 0.54809686 0.68034863 0.60071794] [ 0.45548715 0.47990202 0.59364951 0.66202717 0.49367079] [ 0.36730597 0.43245706 0.47903111 0.67096649 0.63031524] [ 0.43630364 0.52764046 0.4596231 0.57151701 0.51271249] [ 0.69827515 0.5095498 0.4785853 0.4435999 0.3858906 ] [ 0.13271169 0.56704752 0.59488683 0.88244943 0.69253775] [ 0.54952914 0.46016166 0.59823262 0.49766826 0.61038657] [ 0.15735336 0.46779125 0.44458445 0.93176415 0.60721702] [ 0.38435742 0.46231292 0.45402803 0.59644443 0.36619501] [ 0.58128699 0.60168863 0.35897514 0.629815 0.41086342] [ 0.38345156 0.59966212 0.43740977 0.67972002 0.47864894] [ 0.35095694 0.53559256 0.5029311 0.6888008 0.48093356] [ 0.22242334 0.44256183 0.43962215 0.77048943 0.61077711] [ 0.62859755 0.51208717 0.53864873 0.47077029 0.30149446] [ 0.56324283 0.46339494 0.37206811 0.45064487 0.36487426] [ 0.70440616 0.4299397 0.50632652 0.16548358 0.37014111] [ 0.62584203 0.47696481 0.53401131 0.49745747 0.40561255] [ 0.69333642 0.50529129 0.40335467 0.33949584 0.35788609] [ 0.35292539 0.59598236 0.49407098 0.63873621 0.53191698] [ 0.5840205 0.33636397 0.61061945 0.36212973 0.64076574] [ 0.54663002 0.54454514 0.34954755 0.79277194 0.37474517] [ 0.44662344 0.57350511 0.57102674 0.62104543 0.61324843] [ 0.75224938 0.5090834 0.45981716 0.2233864 0.3337765 ] [ 0.3615878 0.57505853 0.41414738 0.71200316 0.4580185 ] [ 0.36631767 0.38709945 0.43866516 0.63537149 0.6288401 ] [ 0.52673285 0.42199037 0.54642757 0.59200796 0.36308102] [ 0.19648363 0.580253 0.38653402 0.89975365 0.60710047] [ 0.76708629 0.49144134 0.48096833 0.33214852 0.344858 ] [ 0.76389126 0.39201178 0.42094097 0.36732919 0.43283367] [ 0.50323629 0.55026638 0.38095612 0.56631109 0.49698466] [ 0.44393938 0.59325118 0.4678456 0.8233712 0.43143739] [ 0.33697366 0.62009367 0.38285352 0.76905536 0.41936841] [ 0.67064837 0.42837372 0.62654848 0.23868778 0.52222968] [ 0.09357632 0.57864999 0.48981962 0.93409439 0.66355407] [ 0.18383758 0.46884515 0.37229795 0.87183346 0.50819893] [ 0.31512923 0.59776619 0.25247519 0.83664639 0.48215802] [ 0.63541935 0.35042653 0.43934324 0.28516429 0.41813903] [ 0.67285125 0.37228226 0.60858329 0.30894399 0.35062794] [ 0.50672568 0.64208176 0.46820803 0.57057014 0.64603001] [ 0.81504686 0.26874442 0.60112719 0.1366711 0.4029882 ] [ 0.85391646 0.50004951 0.53759578 0.3670167 0.45125329] [ 0.44998153 0.47227606 0.6570077 0.70748516 0.44252214] [ 0.38667271 0.66104315 0.38713699 0.81115665 0.41209002] [ 0.15193556 0.52928629 0.38710299 0.89032281 0.50620432] Progress: 13.8% ... Training loss: 0.695 ... Validation loss: 1.224[ 0.42863243 0.38336949 0.49179579 0.62164206 0.60449424] [ 0.84608945 0.33197593 0.50104558 0.22779052 0.36964463] [ 0.3232595 0.51906354 0.50181306 0.74213207 0.31970059] [ 0.17076761 0.49432916 0.62336497 0.89537448 0.61220242] [ 0.68272487 0.56015546 0.51091835 0.33027625 0.50282011] [ 0.69914214 0.45881745 0.50968737 0.53398581 0.4928692 ] [ 0.3738802 0.63759713 0.36393904 0.79757098 0.6109317 ] [ 0.45223295 0.587574 0.55798102 0.60628531 0.55386194] [ 0.59173267 0.51451575 0.40443327 0.41239407 0.41927097] [ 0.26625791 0.62628011 0.43125871 0.72561022 0.52579824] [ 0.36897094 0.6597059 0.449065 0.69644461 0.46644581] [ 0.83608707 0.58830676 0.49453572 0.37107197 0.41841937] [ 0.66054897 0.4737459 0.35584985 0.51641246 0.38828134] [ 0.38326051 0.47905876 0.52495256 0.68481452 0.48806699] [ 0.85995954 0.40164189 0.48339323 0.12095295 0.35330493] [ 0.37259133 0.4804211 0.51040607 0.49095499 0.49352359] [ 0.34112882 0.55730436 0.47529386 0.71007256 0.41891719] [ 0.6724477 0.39407224 0.48886963 0.51872467 0.34413435] [ 0.29767039 0.57219686 0.5095128 0.86536452 0.47006297] [ 0.57210403 0.53593633 0.43690265 0.54809315 0.48417437] [ 0.32411251 0.46180831 0.51749992 0.6145972 0.43548986] [ 0.29242057 0.63110209 0.41507989 0.72369435 0.49762554] [ 0.1902116 0.52083492 0.54284135 0.83470884 0.55994385] [ 0.73154531 0.34637193 0.52880474 0.36727612 0.47336198] [ 0.68486933 0.57640909 0.38356262 0.44743118 0.30464574] [ 0.90466551 0.38211152 0.61229895 0.12851705 0.31843003] [ 0.53246592 0.31741229 0.47644418 0.59462138 0.36714095] [ 0.74400247 0.41362967 0.42364401 0.47563889 0.45306878] [ 0.4660206 0.49574606 0.47178854 0.58601482 0.39573636] [ 0.52878165 0.47985657 0.4801107 0.4860861 0.61718262] [ 0.4400547 0.41779403 0.45275235 0.67273024 0.4915219 ] [ 0.73316259 0.30310971 0.51011387 0.3809541 0.35145301] [ 0.08069591 0.48038504 0.35974812 0.91664507 0.51862477] [ 0.86192815 0.30535903 0.65602398 0.15043431 0.44321711] [ 0.30547033 0.62480752 0.43990167 0.83346126 0.49121072] [ 0.71147257 0.49028272 0.37383131 0.30531245 0.34469044] [ 0.54336841 0.49548595 0.49698247 0.39604453 0.58130831] [ 0.33600534 0.50863546 0.51801015 0.62494167 0.61063438] [ 0.50584117 0.44502563 0.54949757 0.46628062 0.50108493] [ 0.35054702 0.56304583 0.5391472 0.62204277 0.4376199 ] [ 0.61106434 0.39266041 0.43402671 0.47397122 0.50548503] [ 0.84846476 0.47636366 0.47924635 0.2747179 0.29925084] [ 0.46603628 0.40298884 0.61607737 0.59373418 0.47110769] [ 0.54030954 0.55201794 0.42308541 0.63307106 0.32688043] [ 0.33083047 0.54565554 0.37901094 0.74729433 0.44172172] [ 0.566201 0.48147753 0.60670111 0.61303615 0.45828674] [ 0.70796171 0.42946578 0.41765011 0.29071789 0.39124539] [ 0.70974244 0.54064035 0.56691858 0.49950564 0.42324497] [ 0.74891236 0.55421368 0.30425313 0.55634 0.34341185] [ 0.69402246 0.50184585 0.42357159 0.58091811 0.4600513 ] [ 0.18727345 0.51533954 0.41281222 0.90966778 0.45793183] [ 0.53353448 0.68713298 0.44047 0.6960637 0.48667033] [ 0.47630484 0.49969072 0.48796068 0.7334441 0.39162117] [ 0.68449808 0.46466739 0.44479586 0.27596811 0.36182139] [ 0.76886723 0.43856194 0.47861519 0.41617764 0.4426412 ] [ 0.39612521 0.54620846 0.58323586 0.5676327 0.47064019] [ 0.27188218 0.61235082 0.28398305 0.65108528 0.4180225 ] [ 0.57829586 0.43876164 0.43520957 0.54171359 0.4301355 ] [ 0.76372394 0.40923289 0.51549263 0.31428871 0.40549959] [ 0.49447833 0.35463764 0.55262318 0.59749359 0.56847711] [ 0.34883499 0.53846913 0.47271251 0.53872357 0.44408931] [ 0.4847446 0.44891485 0.57675121 0.68738248 0.47690953] [ 0.80183357 0.39074964 0.46996821 0.36163497 0.39015422] [ 0.56997538 0.47817643 0.52006898 0.76640653 0.42041285] [ 0.53465338 0.55312065 0.44096136 0.5744644 0.51520481] [ 0.37977419 0.46159359 0.50064259 0.69699988 0.31999818] [ 0.54827745 0.53712141 0.5482841 0.38800775 0.59032222] [ 0.19740607 0.55445701 0.47167319 0.84424489 0.47687586] [ 0.13576354 0.4969645 0.36749501 0.93922498 0.40793162] [ 0.64231689 0.44397339 0.51080145 0.27155907 0.28101829] [ 0.28031242 0.67436191 0.43764893 0.80431064 0.48322593] [ 0.40453225 0.40550355 0.62319339 0.44843644 0.54005893] [ 0.47710611 0.44138929 0.42922425 0.56491364 0.61007554] [ 0.8105678 0.40202174 0.61551387 0.22125812 0.43693456] [ 0.58652241 0.34565427 0.50811911 0.48651846 0.4280681 ] [ 0.57589385 0.45950119 0.51747439 0.568109 0.44334286] [ 0.37851082 0.5790026 0.44411214 0.58858963 0.50900496] [ 0.52237522 0.53690379 0.36603979 0.59761174 0.44502451] [ 0.80298058 0.3875916 0.52939053 0.25654273 0.43401922] [ 0.72196862 0.451681 0.53639606 0.27740972 0.48024834] [ 0.24985672 0.56771094 0.50267424 0.8275295 0.39718344] [ 0.3544097 0.57688476 0.56945172 0.81208927 0.53461529] [ 0.83992029 0.38334142 0.57951034 0.24368974 0.33152156] [ 0.57342185 0.48001322 0.48427884 0.54297684 0.29668072] [ 0.61002301 0.52209686 0.46919411 0.52006964 0.42958922] [ 0.25922908 0.47653601 0.62911755 0.79157089 0.45634787] [ 0.32605488 0.49878212 0.68440619 0.76997655 0.44265188] [ 0.14506082 0.58343685 0.49452183 0.87308356 0.52368021] [ 0.38428887 0.45476272 0.67099031 0.6610054 0.3350978 ] [ 0.62364587 0.34700505 0.64340328 0.38569449 0.34693155] [ 0.26178579 0.59398409 0.47557924 0.82327223 0.48283584] [ 0.61692595 0.60021075 0.6388973 0.45622101 0.44821803] [ 0.59900672 0.5724009 0.41123987 0.49590083 0.33697253] [ 0.57344194 0.59383092 0.30109485 0.61997189 0.33999965] [ 0.8892569 0.29805827 0.58085349 0.13261543 0.36841102] [ 0.49231874 0.5205349 0.48286548 0.53061568 0.36508748] [ 0.41386182 0.48870624 0.55881376 0.62890336 0.43968195] [ 0.38356763 0.54731399 0.46779326 0.60834924 0.36860181] [ 0.22028887 0.69758956 0.37870412 0.82107117 0.5532812 ] [ 0.25851148 0.5810112 0.43444872 0.86025505 0.64092558] [ 0.86322474 0.4625521 0.53451083 0.3018911 0.38631187] [ 0.48855888 0.52856987 0.45529496 0.47176582 0.51383016] [ 0.68240621 0.37139612 0.53042908 0.40605725 0.4361352 ] [ 0.38788007 0.32651554 0.65434658 0.73418786 0.47798817] [ 0.55169346 0.61162335 0.51075989 0.57348806 0.36664231] [ 0.33832353 0.53847581 0.55321501 0.84194392 0.47370131] [ 0.60043625 0.53024091 0.46168471 0.32039194 0.50268668] [ 0.72080285 0.50714146 0.44508917 0.33083528 0.49636355] [ 0.25696674 0.69787775 0.23909244 0.88725919 0.45706848] [ 0.44785795 0.49318973 0.54940104 0.59049295 0.48042063] [ 0.22035936 0.50433829 0.38258385 0.71105021 0.42652261] [ 0.49570918 0.53599523 0.5288989 0.65020517 0.38758879] [ 0.65332579 0.55762079 0.49521227 0.46438097 0.38677574] [ 0.84860479 0.4421041 0.49871166 0.29490135 0.3772516 ] [ 0.61976186 0.53434671 0.53358469 0.4997909 0.36616423] [ 0.1085572 0.60040241 0.57428606 0.90467588 0.54337514] [ 0.53294317 0.38836444 0.64386502 0.62392162 0.37472472] [ 0.42619197 0.49338389 0.39127571 0.61815168 0.49988219] [ 0.55036242 0.50659683 0.47585134 0.45439654 0.37178611] [ 0.23320166 0.65769874 0.29956891 0.82658615 0.48897628] [ 0.66179949 0.41136921 0.58541412 0.33107568 0.4105911 ] [ 0.61183941 0.49866405 0.44482642 0.33036637 0.46324243] [ 0.67377506 0.45842183 0.38895701 0.38083837 0.31563234] [ 0.71947831 0.57929391 0.3723426 0.37027141 0.40788596] [ 0.74801866 0.359029 0.43506355 0.3241699 0.44051392] [ 0.3473208 0.5009063 0.51075866 0.74646815 0.48686508] [ 0.69461845 0.3979902 0.51708509 0.34086237 0.43479526] [ 0.52766115 0.42173285 0.54651969 0.5915708 0.36298695] Progress: 13.9% ... Training loss: 0.694 ... Validation loss: 1.224[ 0.16659234 0.51169101 0.4307641 0.85067402 0.44961849] [ 0.87604218 0.41611424 0.52189403 0.16817319 0.34175255] [ 0.19990909 0.59895545 0.4344412 0.86172195 0.53805298] [ 0.49035216 0.41236991 0.54193592 0.54066838 0.33119699] [ 0.84164025 0.3293944 0.46247565 0.18315442 0.2769866 ] [ 0.55578876 0.29484344 0.65399736 0.55430637 0.51365831] [ 0.58703885 0.46726297 0.62465536 0.38815523 0.472495 ] [ 0.452815 0.52810117 0.57696827 0.785199 0.34283079] [ 0.14501615 0.58354549 0.49448587 0.87309098 0.5237303 ] [ 0.39634945 0.50672822 0.52147693 0.50470245 0.46942402] [ 0.7655635 0.46356817 0.47519574 0.45620365 0.4329353 ] [ 0.60961558 0.38307259 0.59638358 0.37514053 0.36055005] [ 0.25920064 0.46044685 0.48358459 0.79289032 0.36834908] [ 0.7025003 0.44875429 0.51017944 0.2408043 0.36640796] [ 0.41717865 0.58725063 0.43424044 0.62617645 0.54603126] [ 0.64617933 0.55035524 0.46361827 0.52077209 0.29695985] [ 0.64400188 0.4487833 0.57529541 0.3077295 0.47586678] [ 0.72244542 0.36125163 0.55764067 0.21614914 0.51851104] [ 0.76822471 0.46231244 0.5564964 0.21886483 0.45808108] [ 0.21713417 0.53079293 0.48078249 0.90434583 0.55621158] [ 0.67762607 0.4958878 0.57377846 0.35089617 0.30366369] [ 0.22303637 0.43861069 0.47611223 0.72697838 0.3980414 ] [ 0.45805594 0.68502193 0.36565371 0.65211259 0.46819967] [ 0.46667223 0.46155049 0.5945324 0.70754154 0.33202919] [ 0.75339044 0.48255854 0.4627317 0.29097049 0.44679444] [ 0.2394185 0.65721063 0.4254043 0.69324599 0.49152352] [ 0.19651131 0.61668793 0.53610003 0.86137238 0.50439071] [ 0.49183687 0.52609368 0.52173013 0.46284461 0.42033149] [ 0.24361463 0.4842717 0.46387825 0.85596939 0.39274437] [ 0.43258449 0.5171677 0.64075529 0.56875229 0.48511065] [ 0.50934512 0.40264698 0.39833488 0.59250549 0.40366825] [ 0.4028131 0.60565408 0.43766825 0.68417645 0.55031815] [ 0.34398377 0.60428949 0.51051924 0.57291725 0.56140856] [ 0.76942729 0.2636575 0.55308903 0.35374738 0.41467576] [ 0.87918933 0.32718306 0.58906483 0.15355674 0.34758492] [ 0.68654809 0.53779355 0.39283666 0.61888426 0.44645261] [ 0.66025604 0.55855929 0.42523112 0.44950706 0.47722878] [ 0.844327 0.4118326 0.48534397 0.28146304 0.2367834 ] [ 0.23960511 0.41889826 0.40999088 0.48683014 0.71567354] [ 0.56188033 0.35961304 0.53880961 0.51570238 0.54952637] [ 0.81763481 0.434706 0.54450424 0.21460945 0.51336922] [ 0.16042737 0.55258636 0.35610829 0.76664792 0.54617766] [ 0.72422433 0.42082504 0.5064717 0.30291367 0.34690984] [ 0.55820237 0.37416124 0.54390358 0.34936921 0.52901784] [ 0.55982318 0.37967662 0.49622514 0.49195431 0.33820704] [ 0.58526763 0.48480306 0.56378477 0.69958044 0.42184401] [ 0.3698613 0.57308238 0.42498539 0.70800611 0.40218128] [ 0.83570659 0.45396598 0.48106628 0.1711633 0.35694007] [ 0.7648091 0.44970453 0.54043092 0.21513949 0.41219058] [ 0.16968056 0.6070196 0.6164686 0.8336279 0.68829762] [ 0.46306028 0.65017325 0.28282849 0.57824591 0.36808013] [ 0.16306467 0.57793125 0.38794377 0.77230574 0.52488708] [ 0.60261881 0.37576498 0.48544357 0.39421478 0.36645477] [ 0.26338004 0.54548957 0.42232435 0.6895861 0.41322016] [ 0.51106138 0.48015681 0.5614736 0.48726498 0.48875885] [ 0.68706654 0.54732932 0.40456177 0.47300887 0.43619674] [ 0.72062807 0.45197114 0.49975324 0.36129375 0.37345004] [ 0.69160707 0.34310719 0.56218369 0.1894158 0.35757577] [ 0.81197015 0.30875936 0.3881954 0.33365817 0.34479326] [ 0.68238324 0.44436272 0.49934802 0.3963762 0.35215003] [ 0.37133296 0.51684527 0.39336046 0.70999367 0.45030763] [ 0.47507645 0.49926439 0.51452893 0.46188241 0.47453772] [ 0.37165398 0.49386279 0.45681589 0.51783678 0.46299669] [ 0.72932412 0.54741626 0.445728 0.45782901 0.43087579] [ 0.35728207 0.59053137 0.53740419 0.67812473 0.58547417] [ 0.08546956 0.46273947 0.41749633 0.91467279 0.58777479] [ 0.45978994 0.46719526 0.47907357 0.69327635 0.33957513] [ 0.61396829 0.48814368 0.49868547 0.40118548 0.47327083] [ 0.6340919 0.41568962 0.65342746 0.35045062 0.50627903] [ 0.5244357 0.53007048 0.4005315 0.75742798 0.51592521] [ 0.72157246 0.35780712 0.43552449 0.2645425 0.40519086] [ 0.4858928 0.5052356 0.34658413 0.72558386 0.49114689] [ 0.13398405 0.45486646 0.41061671 0.88197298 0.55308326] [ 0.63084568 0.71914635 0.49530849 0.67981739 0.39331864] [ 0.68536177 0.54937844 0.6366982 0.4585101 0.36071813] [ 0.75141295 0.40119072 0.49265704 0.29943738 0.30675746] [ 0.61518678 0.231458 0.53905617 0.44412377 0.39923557] [ 0.73049792 0.52836551 0.5217755 0.4371295 0.33708305] [ 0.47552251 0.58739154 0.61449809 0.51551978 0.51335339] [ 0.24395055 0.57001832 0.55903004 0.82314088 0.60499708] [ 0.1776369 0.43196333 0.37164409 0.81155385 0.49453387] [ 0.33112733 0.5443485 0.40278545 0.74083805 0.39381749] [ 0.59594331 0.35441429 0.61897895 0.6065298 0.4653822 ] [ 0.51352786 0.51225907 0.59332817 0.60602838 0.49563116] [ 0.44375172 0.55321454 0.60567183 0.63849861 0.57093536] [ 0.6234134 0.52393087 0.26247525 0.4707121 0.37911693] [ 0.20047704 0.53300965 0.37366912 0.69093833 0.51037843] [ 0.30126878 0.58616993 0.4009863 0.83398242 0.3506085 ] [ 0.34463287 0.42317958 0.61049573 0.62876874 0.55878642] [ 0.54366023 0.45102618 0.43994214 0.46769997 0.52739457] [ 0.32607087 0.59980995 0.57343091 0.75632809 0.64200192] [ 0.60020687 0.58996013 0.34217877 0.47354249 0.34140012] [ 0.53693995 0.48972644 0.42144709 0.58347252 0.33037257] [ 0.56230356 0.51987803 0.50650966 0.57274306 0.35631248] [ 0.61287807 0.61353633 0.53548758 0.5668292 0.44249868] [ 0.63441418 0.38240376 0.67683163 0.30971023 0.50689461] [ 0.75953372 0.35261002 0.42054922 0.34127505 0.45506138] [ 0.38332507 0.37410995 0.62678913 0.70759919 0.35776998] [ 0.7198471 0.46199725 0.4984601 0.3817573 0.36412088] [ 0.7862778 0.33011201 0.65264759 0.19882623 0.36845461] [ 0.58019385 0.60071383 0.52107611 0.46113068 0.39665421] [ 0.58210269 0.44007684 0.37682463 0.48939335 0.57738369] [ 0.09998907 0.65027681 0.53100965 0.94072474 0.62754874] [ 0.71110289 0.29576286 0.47083121 0.41015908 0.39185384] [ 0.13829298 0.53389941 0.4805658 0.86089623 0.54679001] [ 0.68535818 0.44703171 0.44242816 0.34040203 0.34590751] [ 0.61342878 0.43294 0.56672075 0.47603181 0.5308042 ] [ 0.64366374 0.50308665 0.46378496 0.56201844 0.44051203] [ 0.32544397 0.41322158 0.41648807 0.64688812 0.58570194] [ 0.26938968 0.44239518 0.49161581 0.81604336 0.58359936] [ 0.18076009 0.53460805 0.63565005 0.81613727 0.60500442] [ 0.24093315 0.57650281 0.40632027 0.62528799 0.57091419] [ 0.76457814 0.39522593 0.4935519 0.30362093 0.38991564] [ 0.48484445 0.45299543 0.60744694 0.64087052 0.39054255] [ 0.39658415 0.43152221 0.54412219 0.67828013 0.58654863] [ 0.2227821 0.55155681 0.47087014 0.77080975 0.57577374] [ 0.77872724 0.37229724 0.47692617 0.32269026 0.30406689] [ 0.31294858 0.57703161 0.58469955 0.67070184 0.51221741] [ 0.70617637 0.43010744 0.57999746 0.301254 0.40806919] [ 0.21708797 0.58198534 0.34788601 0.75098308 0.56829998] [ 0.4804424 0.40259477 0.5825793 0.64345961 0.35053155] [ 0.14210813 0.53745543 0.39462597 0.91902847 0.47191366] [ 0.54590298 0.48330021 0.5731037 0.73569386 0.28411838] [ 0.64204435 0.4756858 0.41388232 0.40912813 0.32963792] [ 0.37929622 0.57463265 0.40971127 0.77186497 0.33645302] [ 0.78831535 0.33206711 0.52887077 0.28098955 0.48631844] [ 0.71840887 0.39380702 0.59176578 0.33405601 0.43840714] [ 0.6726198 0.52307178 0.43583907 0.35034765 0.50441026] Progress: 13.9% ... Training loss: 0.694 ... Validation loss: 1.230[ 0.81692157 0.4184714 0.50956593 0.32442381 0.36585686] [ 0.2938585 0.56638707 0.65226489 0.683415 0.53159746] [ 0.28904918 0.48190108 0.39847577 0.60897283 0.5853713 ] [ 0.49558655 0.54545227 0.62808887 0.62831222 0.34901195] [ 0.66382857 0.44264592 0.50266648 0.40197793 0.49052994] [ 0.54582357 0.42839308 0.53092802 0.64029119 0.28707304] [ 0.79929651 0.48450106 0.49721752 0.25697036 0.44065425] [ 0.66335341 0.5924051 0.45007517 0.64977832 0.38763567] [ 0.33047173 0.49214732 0.3809095 0.80345634 0.4903044 ] [ 0.30568659 0.47708769 0.48587258 0.61354773 0.59905566] [ 0.53313346 0.30641418 0.5891883 0.58743758 0.41200202] [ 0.69045443 0.47478288 0.39186984 0.46545329 0.36084021] [ 0.77372665 0.54461841 0.58096338 0.47194605 0.32473748] [ 0.57893427 0.62004524 0.46829745 0.59938661 0.39138206] [ 0.37264554 0.50176001 0.5275701 0.67253093 0.30518289] [ 0.42323874 0.47683607 0.53003097 0.56082635 0.65464527] [ 0.40059222 0.47469112 0.46550229 0.6127615 0.45940566] [ 0.31327129 0.39991553 0.35471285 0.61930223 0.51082494] [ 0.71546159 0.43345231 0.58605855 0.30950113 0.44230309] [ 0.44620893 0.5403738 0.28615877 0.66004438 0.41170068] [ 0.24419578 0.4692009 0.32003776 0.834996 0.48883996] [ 0.33047173 0.49214732 0.3809095 0.80345634 0.4903044 ] [ 0.41585125 0.45797089 0.52688524 0.5374449 0.41063909] [ 0.36884049 0.4264638 0.5152809 0.53586743 0.39613875] [ 0.7407346 0.41056708 0.50836964 0.26624049 0.46272014] [ 0.63049264 0.47662665 0.61192553 0.40849417 0.4567635 ] [ 0.48282614 0.46245626 0.58478525 0.69856354 0.39946767] [ 0.45925289 0.55961191 0.54588107 0.55371606 0.50080226] [ 0.75356562 0.37914167 0.58172711 0.22967962 0.41986442] [ 0.29616888 0.53179469 0.57662622 0.77964522 0.50982972] [ 0.57033723 0.41938078 0.44538354 0.63958022 0.34442382] [ 0.51672224 0.50577881 0.47840253 0.7789208 0.52711916] [ 0.52035874 0.4896152 0.36854984 0.68012579 0.3873181 ] [ 0.79647318 0.33865062 0.44336613 0.19146699 0.36736613] [ 0.83611117 0.52994856 0.61458906 0.31016658 0.4314723 ] [ 0.71908596 0.48716735 0.5214828 0.2721626 0.41239566] [ 0.26230486 0.5025598 0.41565231 0.79063704 0.37517073] [ 0.67851334 0.52955462 0.49354834 0.41998004 0.387437 ] [ 0.72286079 0.42897505 0.43151298 0.41007867 0.30897232] [ 0.59843823 0.40515928 0.45374804 0.36948083 0.37957852] [ 0.49869843 0.47517036 0.61813153 0.53494347 0.41276466] [ 0.24589598 0.50483873 0.52381481 0.83017515 0.55810747] [ 0.18790802 0.64566611 0.39438564 0.77708835 0.50155352] [ 0.34170773 0.35629032 0.5870846 0.63227779 0.48124236] [ 0.50888655 0.53032095 0.54008865 0.6732457 0.46165061] [ 0.467556 0.43868048 0.47855098 0.33066368 0.59585529] [ 0.4024476 0.48395966 0.43149572 0.5867477 0.48762031] [ 0.36110783 0.46634368 0.44764102 0.72038232 0.44151578] [ 0.50452772 0.45613568 0.42634298 0.6345468 0.43604248] [ 0.24084383 0.70529368 0.29243648 0.8120566 0.44696753] [ 0.38308477 0.49775921 0.51305717 0.67553275 0.38970948] [ 0.71918567 0.40222477 0.41963362 0.23632117 0.31776706] [ 0.1678285 0.54584519 0.51668921 0.81278647 0.62095135] [ 0.50910273 0.55220924 0.52227921 0.46230041 0.59830823] [ 0.17780849 0.68669704 0.44341556 0.79394018 0.57317456] [ 0.64642738 0.46549944 0.617758 0.26388521 0.58617481] [ 0.62915108 0.57220927 0.25493187 0.41078184 0.31241823] [ 0.66102662 0.46923821 0.56264849 0.25077714 0.44347981] [ 0.31648844 0.62624992 0.4591717 0.71147024 0.59912572] [ 0.73822455 0.39723558 0.62285213 0.38583511 0.36465617] [ 0.40860807 0.44192198 0.45197782 0.42261855 0.56112167] [ 0.77962461 0.48495395 0.5456411 0.28416837 0.32228446] [ 0.67961121 0.42668025 0.57501487 0.32284528 0.40136149] [ 0.67906725 0.56318226 0.44621818 0.40722365 0.35172356] [ 0.39145939 0.47105675 0.53592716 0.81654669 0.43741449] [ 0.36698155 0.59489474 0.26865093 0.77868168 0.40604093] [ 0.79009003 0.52829714 0.52822567 0.24387063 0.47316438] [ 0.57021337 0.48931076 0.5090675 0.40734541 0.42074628] [ 0.85383003 0.35824336 0.51986421 0.15987843 0.40718763] [ 0.33111774 0.55192186 0.53927763 0.73517878 0.59761251] [ 0.43048932 0.51996304 0.57355561 0.67033311 0.59956651] [ 0.27360211 0.58305605 0.3985894 0.85347887 0.50821473] [ 0.33651082 0.41599988 0.42722985 0.71198576 0.5738299 ] [ 0.60374203 0.3655286 0.59361843 0.39997583 0.47979599] [ 0.19349933 0.40239716 0.54937224 0.83654348 0.52576629] [ 0.26941951 0.59705468 0.44770325 0.68710608 0.4220921 ] [ 0.72117901 0.4289644 0.44298744 0.35821047 0.43784888] [ 0.10319765 0.53934457 0.47882183 0.92454486 0.47041993] [ 0.23899892 0.48318131 0.54173451 0.74818193 0.43632147] [ 0.17521913 0.59832886 0.47761499 0.89333649 0.33260727] [ 0.49000003 0.59257362 0.34901821 0.41115524 0.405763 ] [ 0.4993903 0.57075503 0.48110461 0.71889573 0.52337954] [ 0.47634463 0.53778166 0.63914771 0.61169465 0.43309902] [ 0.21156299 0.64144096 0.42881767 0.7857034 0.46159132] [ 0.43909574 0.39108079 0.55604226 0.80236345 0.42210168] [ 0.71866396 0.59376144 0.54999549 0.51056204 0.42024429] [ 0.5322495 0.47530147 0.59777749 0.43627811 0.56686483] [ 0.43763277 0.4502627 0.51276122 0.56601364 0.56016768] [ 0.84953449 0.44633524 0.53177218 0.1539414 0.39503713] [ 0.29638018 0.57379587 0.34326634 0.76844428 0.39177121] [ 0.24837195 0.5372314 0.45698685 0.79425521 0.50639176] [ 0.66341225 0.41912938 0.47265269 0.37039518 0.40384564] [ 0.58423802 0.57699464 0.49785758 0.48585456 0.57039398] [ 0.44332646 0.40456743 0.46329683 0.73426853 0.6126058 ] [ 0.29815541 0.70450044 0.3483624 0.70760835 0.50546089] [ 0.80200582 0.4107868 0.5501998 0.19302795 0.44845084] [ 0.15030152 0.52314456 0.54592614 0.88497998 0.52017129] [ 0.82384803 0.352216 0.63449095 0.21463757 0.41651537] [ 0.40908614 0.5546172 0.43466563 0.56043418 0.45170537] [ 0.08446523 0.55146914 0.40498737 0.90230615 0.46070803] [ 0.69813642 0.33229847 0.46665479 0.30655462 0.40006602] [ 0.15832127 0.46129179 0.52621352 0.7784293 0.51655654] [ 0.76719355 0.44020892 0.54115298 0.31338487 0.44039179] [ 0.2627024 0.53484733 0.50021604 0.74742967 0.5208407 ] [ 0.45797222 0.53610021 0.37560367 0.57229889 0.47300793] [ 0.40963585 0.39777 0.3774723 0.62464531 0.3968206 ] [ 0.78036788 0.48212501 0.35732368 0.33786984 0.3368705 ] [ 0.24286396 0.6305029 0.36424292 0.70943418 0.52583024] [ 0.44416255 0.46950687 0.55387771 0.44404632 0.3808232 ] [ 0.75152679 0.5013594 0.55220894 0.2345612 0.50458462] [ 0.60853 0.48854083 0.43846429 0.50677548 0.31936512] [ 0.26700174 0.56989231 0.44351236 0.74222893 0.48104338] [ 0.61966138 0.43752669 0.44434518 0.29299424 0.43587835] [ 0.39071533 0.58180993 0.58026678 0.57038833 0.51212054] [ 0.79908519 0.3452473 0.52974699 0.31534183 0.32493528] [ 0.34975119 0.62889076 0.44222231 0.70255468 0.47496062] [ 0.78951207 0.36600462 0.5016212 0.3965073 0.37195001] [ 0.54629214 0.33352726 0.67299522 0.51618776 0.42453486] [ 0.87041238 0.37213136 0.59491227 0.12292485 0.45285986] [ 0.74744233 0.45577054 0.53775242 0.19273057 0.4475614 ] [ 0.3776966 0.60174751 0.41044347 0.57897827 0.55999142] [ 0.67601993 0.45487643 0.46791496 0.300793 0.32108956] [ 0.51397527 0.50914485 0.38220513 0.71350532 0.45629914] [ 0.37044967 0.52144731 0.50679169 0.81662214 0.3764584 ] [ 0.47616564 0.52173445 0.55756654 0.73529251 0.45730817] [ 0.65099448 0.42471245 0.61461328 0.27431625 0.53439383] [ 0.38918385 0.35114277 0.46665291 0.74917845 0.35477143] [ 0.42689122 0.51516555 0.51613517 0.71016016 0.60192744] Progress: 14.0% ... Training loss: 0.693 ... Validation loss: 1.220[ 0.28463451 0.56787299 0.40964561 0.5253305 0.64735723] [ 0.29900846 0.45245377 0.58896109 0.58276747 0.56219281] [ 0.66477145 0.41488042 0.48700774 0.34730455 0.34295684] [ 0.38198914 0.56160845 0.45998574 0.77046298 0.60493888] [ 0.83835895 0.46251701 0.49763697 0.32337985 0.38414518] [ 0.32305203 0.56091852 0.42076388 0.72278694 0.56507971] [ 0.59269797 0.49163993 0.56280976 0.45164875 0.61321351] [ 0.53358238 0.57609244 0.37940069 0.57685613 0.48220107] [ 0.59981245 0.47605953 0.48076878 0.50147878 0.46051153] [ 0.50938474 0.39394486 0.42978261 0.70322709 0.29588007] [ 0.74599074 0.40691889 0.51353597 0.25890219 0.41398571] [ 0.67143363 0.3368799 0.67087408 0.22670532 0.54356065] [ 0.69230995 0.40522307 0.54005124 0.46684378 0.35640854] [ 0.8072824 0.46929569 0.4208639 0.22511039 0.35506571] [ 0.62977197 0.66361593 0.49951011 0.50309977 0.49909816] [ 0.55318583 0.55697927 0.44935094 0.61735369 0.33989225] [ 0.4141788 0.57739422 0.37571151 0.66780406 0.47285747] [ 0.61397466 0.54994206 0.44666508 0.41116235 0.49891258] [ 0.78826877 0.53088587 0.40536978 0.36342949 0.3172262 ] [ 0.73552691 0.35168512 0.63035664 0.47611685 0.38749553] [ 0.51414655 0.3805196 0.58216653 0.49697151 0.60762624] [ 0.73080984 0.47498283 0.58243309 0.41293325 0.3864673 ] [ 0.15541938 0.4648628 0.43075757 0.85630372 0.4931741 ] [ 0.84777262 0.390312 0.66140627 0.26346902 0.41686038] [ 0.52434585 0.67627727 0.3555957 0.76925148 0.40870735] [ 0.78481357 0.48841231 0.58872088 0.21460653 0.44553306] [ 0.34117102 0.49348059 0.4623448 0.68091185 0.41516451] [ 0.53605353 0.39199544 0.49900459 0.65813612 0.41323137] [ 0.43047033 0.37678138 0.57767443 0.48282602 0.44179569] [ 0.32193755 0.5181865 0.53244719 0.735922 0.42352064] [ 0.79940394 0.55860886 0.40031651 0.33702169 0.29815601] [ 0.55998996 0.48702942 0.54483413 0.5314248 0.59555934] [ 0.46913396 0.43801502 0.54722443 0.60787991 0.49427526] [ 0.31465425 0.50846883 0.56250785 0.76614919 0.42897916] [ 0.36343068 0.55073436 0.43127734 0.60965293 0.511358 ] [ 0.26107594 0.66663366 0.31559603 0.85622412 0.45777008] [ 0.45648487 0.43596878 0.73234002 0.67116183 0.45603141] [ 0.69843165 0.33923359 0.65142644 0.27607174 0.46374005] [ 0.57367031 0.40151526 0.64022991 0.38594951 0.58740544] [ 0.52448957 0.6113611 0.39534081 0.50581617 0.38707977] [ 0.54258877 0.48395235 0.49321465 0.31395444 0.35872946] [ 0.744821 0.33136635 0.49132959 0.34985111 0.42411781] [ 0.50918859 0.38597174 0.45248741 0.53456764 0.38905627] [ 0.72635296 0.39736119 0.6035891 0.20306778 0.51225135] [ 0.52268435 0.50194962 0.44056441 0.56100551 0.31471938] [ 0.45410907 0.45737392 0.51802754 0.62809336 0.4603909 ] [ 0.81606877 0.43641868 0.52043631 0.23608338 0.3508181 ] [ 0.39555259 0.40004169 0.4386794 0.75526364 0.46210642] [ 0.50276859 0.46489977 0.57636491 0.53561467 0.5828187 ] [ 0.29001586 0.46655826 0.6546203 0.65234939 0.43768026] [ 0.23470119 0.63407549 0.35275443 0.78589659 0.46858548] [ 0.31231861 0.61046429 0.49139968 0.68820823 0.45768812] [ 0.50422479 0.42978441 0.48989476 0.53939404 0.4932109 ] [ 0.13681657 0.67162294 0.4663636 0.85554432 0.5370916 ] [ 0.52639708 0.47679073 0.40562822 0.40524079 0.42063649] [ 0.21914147 0.6224168 0.48197981 0.7048078 0.45237543] [ 0.61070213 0.56979272 0.50686871 0.52688711 0.4891539 ] [ 0.36895594 0.60399542 0.3678236 0.68766463 0.49459054] [ 0.3330869 0.44310484 0.32956877 0.72695053 0.3876754 ] [ 0.88329043 0.320481 0.45219088 0.20337129 0.41862346] [ 0.54110211 0.53733637 0.50514292 0.49520194 0.52691332] [ 0.35647216 0.6125248 0.45798183 0.82092679 0.48316822] [ 0.83424591 0.50965906 0.32822801 0.40449109 0.3277295 ] [ 0.67620432 0.47191732 0.41283478 0.36337092 0.26794238] [ 0.42342759 0.69294237 0.38740605 0.75818405 0.49767074] [ 0.59659719 0.38839862 0.50509475 0.39913535 0.42446514] [ 0.59114642 0.38454724 0.55536127 0.51438757 0.36557405] [ 0.21890889 0.64621815 0.31678285 0.65932382 0.52396031] [ 0.38344453 0.45853589 0.52575463 0.7086624 0.53004294] [ 0.76284389 0.45702575 0.39096543 0.55058573 0.32289073] [ 0.48784029 0.54750826 0.46812823 0.57162771 0.38444948] [ 0.27478915 0.50320066 0.51272011 0.73652813 0.43251138] [ 0.64531854 0.48786726 0.41117183 0.38388088 0.39064267] [ 0.52229757 0.51448862 0.54297701 0.48824755 0.52732801] [ 0.40357869 0.65355087 0.42489778 0.74176298 0.45695773] [ 0.19841238 0.60011307 0.43402247 0.86233086 0.53854637] [ 0.39478882 0.47217371 0.51530297 0.73861267 0.36885968] [ 0.85393161 0.42985399 0.42497032 0.24484064 0.40609208] [ 0.42522779 0.49335711 0.53563188 0.68425715 0.39774094] [ 0.35915846 0.66609283 0.22172907 0.79373125 0.29610317] [ 0.47116151 0.49490399 0.46048887 0.51679856 0.52856891] [ 0.73466767 0.47460269 0.61776487 0.37634714 0.34075321] [ 0.20447868 0.54589444 0.48322563 0.86503955 0.4642708 ] [ 0.42930836 0.50763271 0.61542355 0.64197449 0.35371012] [ 0.14776835 0.39055491 0.54873994 0.85432044 0.63029753] [ 0.13785424 0.49513203 0.53273288 0.8122783 0.59017255] [ 0.71716462 0.38731824 0.51098583 0.4523733 0.40093341] [ 0.10428512 0.57448438 0.55676002 0.82821686 0.63047706] [ 0.2732815 0.5817363 0.54132446 0.80212725 0.53115058] [ 0.24612413 0.62683902 0.46353714 0.76121965 0.46559678] [ 0.21889454 0.59099412 0.5249052 0.8921976 0.60400655] [ 0.87375843 0.38744334 0.5126966 0.24324417 0.37006509] [ 0.587145 0.52841517 0.35455853 0.42983366 0.3951521 ] [ 0.72870501 0.52911607 0.42807812 0.39568725 0.38836705] [ 0.73411167 0.36260287 0.68276865 0.42680637 0.34948516] [ 0.09410901 0.48052958 0.3687598 0.93970155 0.57770012] [ 0.76810122 0.40929911 0.46207608 0.42395036 0.4335351 ] [ 0.33247299 0.55715585 0.39180949 0.58286779 0.47531165] [ 0.29734842 0.58544375 0.4669143 0.56976824 0.46757327] [ 0.25302456 0.56799398 0.34487586 0.73868058 0.48900742] [ 0.4117635 0.44346858 0.5675772 0.5641123 0.49290926] [ 0.74963298 0.39907214 0.4911991 0.29412606 0.37288829] [ 0.5742213 0.40628624 0.47378503 0.36599082 0.45314531] [ 0.5540566 0.54385385 0.45722366 0.51519223 0.43559012] [ 0.6478757 0.38885302 0.58872773 0.3356808 0.61778093] [ 0.27265073 0.39854792 0.52430611 0.7992327 0.53638124] [ 0.16872684 0.6089821 0.46001123 0.91227543 0.46818097] [ 0.4438332 0.4624114 0.47577239 0.78152705 0.4039542 ] [ 0.41516103 0.43901118 0.54313284 0.48668606 0.56333242] [ 0.44767967 0.57747496 0.5115411 0.63473508 0.55530807] [ 0.85201144 0.39423743 0.45437273 0.2783898 0.41888885] [ 0.67621226 0.51311624 0.50429222 0.46700441 0.49639968] [ 0.62529747 0.4592962 0.473474 0.42411239 0.48627532] [ 0.14572207 0.5685554 0.42877858 0.90096565 0.5211205 ] [ 0.41358168 0.47081664 0.5683462 0.55745548 0.42177775] [ 0.48587679 0.41231667 0.53500603 0.30458088 0.47494407] [ 0.62943159 0.60311078 0.48946779 0.61664924 0.44320427] [ 0.10724772 0.5604575 0.54465541 0.89917521 0.62632785] [ 0.55948622 0.48110403 0.4690472 0.42705756 0.37497435] [ 0.70304673 0.30695383 0.39961707 0.3343999 0.51160599] [ 0.41919466 0.58454379 0.52982399 0.67277595 0.44295967] [ 0.64021447 0.39355675 0.41746755 0.50381999 0.41034588] [ 0.70059281 0.60128533 0.29548159 0.67998519 0.36892583] [ 0.49174287 0.56479289 0.33161486 0.6897703 0.47192843] [ 0.50058819 0.57570602 0.37173108 0.46907335 0.40310992] [ 0.51789381 0.38686855 0.61173977 0.45494986 0.6495618 ] [ 0.28366035 0.48820947 0.59561217 0.69328617 0.5327992 ] [ 0.51535877 0.43420268 0.38745366 0.70056449 0.51666181] Progress: 14.1% ... Training loss: 0.693 ... Validation loss: 1.217[ 0.2422762 0.6364143 0.5636713 0.71371481 0.56919312] [ 0.65581659 0.36500758 0.48776906 0.41530872 0.44077397] [ 0.48609755 0.55850051 0.45320536 0.56933237 0.34016761] [ 0.58800892 0.35365078 0.54680738 0.47492118 0.44861293] [ 0.64017488 0.57691192 0.59162074 0.38619847 0.43965544] [ 0.15175849 0.64670994 0.30990477 0.89858671 0.4494379 ] [ 0.48844948 0.45989996 0.54930028 0.73875667 0.40171475] [ 0.40562174 0.61641088 0.40797815 0.77338231 0.32280126] [ 0.7682647 0.41479594 0.59657078 0.23777821 0.44184294] [ 0.23087095 0.62497663 0.42482712 0.83911657 0.56652547] [ 0.3690644 0.50106769 0.36948906 0.70417343 0.43963853] [ 0.55907639 0.42069066 0.45814973 0.64370973 0.31630059] [ 0.21796138 0.5625176 0.46870711 0.86652841 0.52533586] [ 0.60713838 0.47950145 0.58500827 0.54342906 0.4428711 ] [ 0.24864698 0.67802962 0.26538296 0.86224957 0.49947305] [ 0.23072095 0.58874376 0.36352616 0.84342501 0.38571062] [ 0.35360567 0.66204846 0.39430947 0.73352702 0.52412296] [ 0.51671879 0.4780853 0.59457569 0.64634034 0.4870927 ] [ 0.28338014 0.56020234 0.51824194 0.82218929 0.48265491] [ 0.28646509 0.45214479 0.44389328 0.77725733 0.54651995] [ 0.6826426 0.45423416 0.4700685 0.43967924 0.31656396] [ 0.84034452 0.48990037 0.4121121 0.25097755 0.32658551] [ 0.4060179 0.53055574 0.41896793 0.5903198 0.48459911] [ 0.47633759 0.49158401 0.46766742 0.51024555 0.34749664] [ 0.75373685 0.49520939 0.33774522 0.38373103 0.32568867] [ 0.3282647 0.61054544 0.43651653 0.74612165 0.63798309] [ 0.12541763 0.56324879 0.33955063 0.92613594 0.59077469] [ 0.35951455 0.42994562 0.70072531 0.62984391 0.50751411] [ 0.67768225 0.57301385 0.56188302 0.44704672 0.42670624] [ 0.66931608 0.46690524 0.49694059 0.38385126 0.33218003] [ 0.83585265 0.38231479 0.52610179 0.16106362 0.38150914] [ 0.45644592 0.44220515 0.60939517 0.45876657 0.68105002] [ 0.76892865 0.46182439 0.55666923 0.21834771 0.457893 ] [ 0.88486987 0.32130598 0.44628015 0.14165895 0.35332841] [ 0.73743676 0.40968095 0.5539947 0.20706235 0.37487428] [ 0.6890983 0.49282429 0.60991506 0.40404877 0.47042494] [ 0.73470913 0.52836528 0.48891084 0.4124749 0.4861915 ] [ 0.63341226 0.41584835 0.65337663 0.35090134 0.50631879] [ 0.7262127 0.40227875 0.63817052 0.2401065 0.5268303 ] [ 0.16578886 0.58224001 0.47377111 0.83511065 0.49823538] [ 0.23102889 0.50008666 0.48436188 0.81286081 0.47941645] [ 0.4383993 0.42336799 0.5509119 0.73038334 0.45301578] [ 0.34573624 0.61106217 0.31832594 0.67636431 0.48407556] [ 0.60933093 0.57735304 0.44605399 0.49692079 0.40108166] [ 0.32679373 0.44242158 0.60947802 0.80915135 0.49196068] [ 0.47180845 0.3900728 0.52946705 0.57270827 0.44658392] [ 0.48609755 0.55850051 0.45320536 0.56933237 0.34016761] [ 0.71876131 0.2908433 0.52500659 0.30828542 0.44343895] [ 0.13636228 0.55788281 0.43269635 0.84801692 0.44065728] [ 0.22961337 0.45990182 0.53598537 0.80704721 0.53413983] [ 0.6805958 0.53983114 0.43302794 0.37705136 0.43227601] [ 0.25874816 0.47710012 0.62893198 0.79186017 0.45657908] [ 0.62628895 0.49382072 0.58641768 0.51098962 0.420545 ] [ 0.56165926 0.58961275 0.37261393 0.54051639 0.34785239] [ 0.61807893 0.5997591 0.63906173 0.45572526 0.44802005] [ 0.44222489 0.59174845 0.35031423 0.68197754 0.37176393] [ 0.42456235 0.56986277 0.42650692 0.63074149 0.44359777] [ 0.64400046 0.43602596 0.38120834 0.53804995 0.40375606] [ 0.24804531 0.58533436 0.45931606 0.69537458 0.39684236] [ 0.43847352 0.61272875 0.3876594 0.69069537 0.29576962] [ 0.61438215 0.44232791 0.40271751 0.57891021 0.3620231 ] [ 0.63365439 0.41130969 0.54327777 0.47460774 0.47479503] [ 0.45089654 0.57159163 0.35561588 0.66710007 0.44834658] [ 0.47946471 0.52624116 0.42992064 0.58716963 0.56883751] [ 0.83315489 0.53481165 0.4156415 0.32262733 0.38607729] [ 0.30288852 0.49572464 0.46363605 0.67300367 0.40556003] [ 0.32745175 0.62363762 0.45345244 0.65511096 0.38477416] [ 0.48186537 0.49695413 0.50603083 0.76394031 0.43760824] [ 0.74746727 0.39956476 0.41272018 0.3533024 0.39289356] [ 0.33569496 0.42211819 0.61411748 0.63498273 0.4358305 ] [ 0.59978961 0.43242667 0.54137723 0.28855464 0.38381944] [ 0.54525202 0.46540837 0.60066038 0.44769255 0.54829004] [ 0.78855488 0.51880936 0.56475217 0.32336148 0.44706689] [ 0.68085205 0.35652393 0.49261357 0.31793952 0.43856335] [ 0.27990824 0.72306271 0.27376655 0.79533697 0.51504447] [ 0.79869141 0.39976838 0.40876501 0.36329501 0.40302084] [ 0.21594876 0.53792344 0.48168749 0.81594983 0.38118456] [ 0.09990453 0.58833738 0.3893795 0.93526516 0.43140009] [ 0.76227178 0.52609812 0.42358389 0.33588624 0.28602533] [ 0.44398113 0.32079256 0.51505371 0.686819 0.44686502] [ 0.53418659 0.44278986 0.38956651 0.55654662 0.45809568] [ 0.60467187 0.39689238 0.69392422 0.31860855 0.50722778] [ 0.53092341 0.40608854 0.6188153 0.30977379 0.6144915 ] [ 0.27836878 0.62435264 0.39351257 0.8075442 0.38492394] [ 0.59368977 0.58305406 0.31548102 0.60441709 0.35861496] [ 0.66163935 0.55358903 0.40052199 0.34551046 0.30538035] [ 0.57429894 0.47249383 0.42199183 0.51476037 0.45278866] [ 0.34419286 0.54490212 0.42294419 0.72842836 0.52658001] [ 0.42477486 0.4384552 0.45355553 0.53445336 0.50073166] [ 0.49876914 0.47423704 0.40099277 0.44786636 0.48129014] [ 0.34468415 0.60339493 0.34150305 0.70654698 0.54663125] [ 0.65850923 0.52755688 0.3527951 0.63496982 0.44550625] [ 0.19511755 0.48102453 0.58894116 0.61701692 0.60800902] [ 0.71838866 0.3936412 0.59183197 0.33406274 0.43831581] [ 0.17022898 0.52781705 0.54901713 0.79571099 0.53418813] [ 0.889056 0.38191525 0.61368538 0.1303448 0.35330899] [ 0.69294543 0.3734042 0.59878551 0.28296798 0.46290786] [ 0.54454035 0.41884268 0.447623 0.54942044 0.53910888] [ 0.81120494 0.41144758 0.53423749 0.30611727 0.45221448] [ 0.48878969 0.51855829 0.36465465 0.49611269 0.44914731] [ 0.76785491 0.33072093 0.37147844 0.39506573 0.39942384] [ 0.78514306 0.40915769 0.49269638 0.21135818 0.28148035] [ 0.3921702 0.46446832 0.52368108 0.53385248 0.50883035] [ 0.50111565 0.45058343 0.4831087 0.79782618 0.4250038 ] [ 0.40217771 0.51218226 0.61072865 0.35085549 0.72039317] [ 0.66280462 0.59269658 0.4499747 0.64998124 0.38774703] [ 0.76337387 0.51763633 0.47386463 0.40923775 0.42063942] [ 0.35080908 0.61593801 0.49448318 0.75312108 0.44230452] [ 0.55735095 0.53528848 0.44617335 0.52979769 0.47984145] [ 0.21351828 0.63899932 0.47095591 0.76744944 0.41321744] [ 0.76781935 0.43985914 0.45898238 0.31597847 0.40871739] [ 0.72401443 0.5178903 0.51763397 0.3976321 0.40073819] [ 0.23664248 0.49508401 0.61899309 0.73477534 0.57994205] [ 0.63945229 0.46923809 0.57506795 0.44596143 0.41279947] [ 0.69230681 0.51319563 0.53943603 0.38708545 0.487782 ] [ 0.20049712 0.54588183 0.48941883 0.52190783 0.62938223] [ 0.8070314 0.295773 0.53044999 0.22383381 0.40600453] [ 0.74632317 0.60391864 0.55857684 0.47444242 0.3789739 ] [ 0.5721059 0.4970677 0.43934646 0.30737845 0.49474951] [ 0.678391 0.49663769 0.42035791 0.39366791 0.31769696] [ 0.53069613 0.34374418 0.45903653 0.59037689 0.27608701] [ 0.35632975 0.61262455 0.45794453 0.82095631 0.48322135] [ 0.20960124 0.50175424 0.47469127 0.65740925 0.5163157 ] [ 0.14466717 0.61411535 0.53923628 0.92551489 0.49704595] [ 0.69744092 0.33572709 0.54748707 0.13841328 0.4683251 ] [ 0.71759537 0.3572942 0.36671288 0.33328495 0.3135215 ] [ 0.51688747 0.43035415 0.54748072 0.36755667 0.49566293] [ 0.45250165 0.50591527 0.49874631 0.47741384 0.4970127 ] Progress: 14.1% ... Training loss: 0.692 ... Validation loss: 1.214[ 0.67965339 0.45284908 0.49341356 0.47313611 0.36838171] [ 0.43349833 0.58881078 0.49794205 0.5674101 0.43532785] [ 0.60761943 0.43216013 0.50951065 0.49568158 0.5222757 ] [ 0.46429657 0.56280063 0.48681956 0.63312103 0.56471893] [ 0.45812239 0.48543448 0.53554536 0.50509584 0.37854387] [ 0.29166329 0.53035218 0.49165282 0.82417745 0.48582102] [ 0.6086412 0.5483159 0.47641699 0.37018282 0.52062617] [ 0.62738627 0.47651922 0.53417634 0.49658476 0.40545126] [ 0.62994415 0.66320435 0.33002919 0.57840924 0.343584 ] [ 0.25579894 0.56513742 0.44656781 0.78661483 0.59012502] [ 0.83908331 0.36028099 0.50822705 0.27870919 0.42385922] [ 0.76487795 0.44358542 0.44127643 0.2959157 0.39771074] [ 0.76147377 0.39541775 0.43016089 0.33581345 0.35714024] [ 0.5101261 0.45797068 0.41932241 0.58831876 0.39498272] [ 0.34972537 0.4626917 0.4960731 0.73005602 0.62238377] [ 0.44966527 0.39566973 0.53969994 0.58510188 0.63821624] [ 0.75513241 0.35661451 0.50195434 0.2129153 0.47435122] [ 0.47533855 0.60572011 0.46974846 0.57849215 0.31354933] [ 0.58258555 0.53138617 0.381902 0.53873884 0.49988969] [ 0.69705886 0.4225654 0.48021242 0.31554052 0.45499138] [ 0.89328951 0.41650462 0.44790524 0.18544602 0.27513304] [ 0.70102148 0.46086818 0.55443212 0.2978142 0.51092178] [ 0.20916439 0.56474373 0.43990776 0.55399746 0.50080788] [ 0.67607468 0.46101941 0.54350763 0.23934001 0.51344046] [ 0.67164764 0.38563205 0.50852172 0.30882575 0.37374119] [ 0.5495364 0.6297369 0.45573436 0.67714207 0.41763436] [ 0.34620262 0.62518266 0.59142846 0.71124643 0.55917581] [ 0.22259769 0.53254414 0.56916163 0.85367593 0.45364006] [ 0.24188359 0.63188767 0.42894365 0.70645942 0.42346174] [ 0.72047257 0.41320665 0.47135817 0.36800331 0.37690738] [ 0.77667048 0.41644078 0.49735585 0.22711447 0.40808966] [ 0.24161677 0.43123704 0.55275163 0.71193702 0.59802874] [ 0.36298196 0.47308826 0.48506365 0.83857155 0.36670788] [ 0.19125876 0.46088176 0.48456877 0.82651826 0.52632206] [ 0.33339511 0.54080747 0.50412506 0.72514918 0.44729687] [ 0.54973597 0.44260837 0.50444189 0.49713361 0.37212015] [ 0.70452843 0.46333876 0.34686451 0.46513533 0.39253453] [ 0.74848139 0.43941252 0.49025443 0.37791833 0.34066168] [ 0.35955598 0.48460254 0.47634756 0.52983231 0.59488553] [ 0.17653855 0.47766889 0.38135247 0.86599636 0.52164255] [ 0.485229 0.61868162 0.49300785 0.56768794 0.57993837] [ 0.75485965 0.49475322 0.50083344 0.33286075 0.39190242] [ 0.40114282 0.53298083 0.27608167 0.73323553 0.44844934] [ 0.21710534 0.55942745 0.36711136 0.87673582 0.39909573] [ 0.73419977 0.61903567 0.39095469 0.53717356 0.35368202] [ 0.60005846 0.64812969 0.39145482 0.63679048 0.47160841] [ 0.50469613 0.53059456 0.44580161 0.66879326 0.60241448] [ 0.22388262 0.59930447 0.40766001 0.91301816 0.53743813] [ 0.44830538 0.5324316 0.5975406 0.79146796 0.43456926] [ 0.56082955 0.50265309 0.60233736 0.39761762 0.46172407] [ 0.83893815 0.54695781 0.54620904 0.28765864 0.41920006] [ 0.71554323 0.3222452 0.3981268 0.26579334 0.37913645] [ 0.83899674 0.39643899 0.61135976 0.19611945 0.3974548 ] [ 0.38980659 0.5045015 0.4749241 0.52478983 0.46961828] [ 0.83275359 0.46664345 0.59840505 0.21611474 0.45022672] [ 0.57091171 0.53647429 0.4367198 0.54865827 0.48440116] [ 0.11601911 0.64608708 0.37077207 0.94029693 0.52029179] [ 0.33400636 0.50970018 0.51763751 0.62619564 0.61104902] [ 0.45033813 0.44996545 0.45167724 0.40256689 0.49424503] [ 0.11933704 0.64976724 0.45178035 0.92394085 0.45242534] [ 0.68584075 0.30014329 0.5258959 0.41572865 0.57570967] [ 0.42627857 0.53150916 0.38040632 0.61832123 0.5478921 ] [ 0.74735655 0.49621932 0.51195748 0.45660641 0.35873482] [ 0.62817513 0.59023236 0.52295631 0.55557023 0.40423331] [ 0.57560049 0.50147623 0.49429409 0.55093907 0.31185029] [ 0.16223584 0.56524266 0.53095041 0.87778545 0.59891194] [ 0.46869133 0.38402888 0.55553354 0.75739471 0.4330642 ] [ 0.17479582 0.5312333 0.45281645 0.76012207 0.58005711] [ 0.17339495 0.49774042 0.41174797 0.88956713 0.50703855] [ 0.50258417 0.35432937 0.45831752 0.48970635 0.37682137] [ 0.88046022 0.38085584 0.53222977 0.1363726 0.36518638] [ 0.30273133 0.71317172 0.30055343 0.84249187 0.49499885] [ 0.48762987 0.51458171 0.50861614 0.37023068 0.37686407] [ 0.69919386 0.51792292 0.38581239 0.37276111 0.32255971] [ 0.77669976 0.41667447 0.58024743 0.167247 0.50164921] [ 0.4682332 0.48254349 0.48572346 0.53125999 0.43699729] [ 0.68531559 0.50416459 0.42047603 0.32569304 0.38032694] [ 0.32944283 0.59305841 0.22513835 0.76047485 0.44806026] [ 0.69545844 0.47120026 0.56019675 0.30218984 0.51070668] [ 0.6404455 0.55331024 0.35901464 0.37540173 0.4548233 ] [ 0.54297809 0.49506791 0.45181005 0.393513 0.37097345] [ 0.86055757 0.39212163 0.50428353 0.1358953 0.35435272] [ 0.75734007 0.24516291 0.39195158 0.20076189 0.38775468] [ 0.6206075 0.55238598 0.45788943 0.52162499 0.50167409] [ 0.33956566 0.47062611 0.57783216 0.69689053 0.44286473] [ 0.81200022 0.35250332 0.50065112 0.26214467 0.3427744 ] [ 0.52584778 0.40410774 0.47626994 0.3805962 0.64698984] [ 0.68355908 0.40656777 0.51237083 0.35661008 0.41135369] [ 0.35117059 0.64926337 0.53072494 0.73539627 0.55790843] [ 0.60450482 0.39779683 0.62075045 0.61132265 0.41423721] [ 0.48910775 0.63498772 0.36591398 0.69145389 0.47656703] [ 0.88112379 0.39709436 0.57184159 0.10297422 0.32430188] [ 0.1688221 0.50136255 0.46662977 0.90888963 0.60505657] [ 0.76531519 0.38016481 0.66662479 0.2001336 0.44286846] [ 0.40619757 0.37333044 0.46516324 0.56616525 0.44722061] [ 0.50102411 0.50152901 0.60186861 0.48933787 0.39660594] [ 0.15295307 0.45770908 0.37177939 0.91577718 0.47035284] [ 0.44620405 0.52478075 0.42204205 0.50938014 0.54774032] [ 0.36257074 0.57474922 0.55121986 0.6162696 0.56062561] [ 0.46085825 0.495068 0.57191185 0.75692679 0.44076419] [ 0.76374923 0.44868345 0.54604391 0.23010707 0.47268264] [ 0.10117131 0.57220667 0.53527113 0.9178843 0.53608092] [ 0.68562755 0.44963196 0.48467625 0.37132902 0.47446428] [ 0.83899674 0.39643899 0.61135976 0.19611945 0.3974548 ] [ 0.33369206 0.57026668 0.53601089 0.75911161 0.45607466] [ 0.29222456 0.58022756 0.43294125 0.71913681 0.42510283] [ 0.34832542 0.65428345 0.41084936 0.74085965 0.49890017] [ 0.39336993 0.51423631 0.43284504 0.80228572 0.59476108] [ 0.59695117 0.3892891 0.63167894 0.4003237 0.50326312] [ 0.67572821 0.40672333 0.46589516 0.48803903 0.36309064] [ 0.83100866 0.38603416 0.48219334 0.26094702 0.33131882] [ 0.49448661 0.49411221 0.5518052 0.4377395 0.4336758 ] [ 0.59885506 0.48759567 0.51402896 0.55220802 0.3565824 ] [ 0.35660812 0.54686234 0.44610689 0.729498 0.58595016] [ 0.45837421 0.46798435 0.47879677 0.69407887 0.33984928] [ 0.56175477 0.46749634 0.55098345 0.40028205 0.51722883] [ 0.44282837 0.51358413 0.46955632 0.56648634 0.55789835] [ 0.31545553 0.54458619 0.49335163 0.78150199 0.45481763] [ 0.16719557 0.61061777 0.41670412 0.85580122 0.53989204] [ 0.14706191 0.512114 0.48726708 0.88376605 0.61806517] [ 0.58730518 0.56768738 0.58030843 0.6197885 0.43527086] [ 0.40824835 0.54475478 0.52160962 0.7959587 0.45940899] [ 0.89328951 0.41650462 0.44790524 0.18544602 0.27513304] [ 0.72931638 0.39495637 0.46327029 0.30175217 0.35956263] [ 0.42214805 0.41258928 0.60999903 0.62081059 0.35198807] [ 0.6680322 0.39995215 0.60333544 0.38757234 0.57767313] [ 0.2527868 0.51684626 0.57920704 0.78673823 0.4707738 ] [ 0.61891147 0.32802309 0.56197177 0.4040525 0.40685835] Progress: 14.2% ... Training loss: 0.692 ... Validation loss: 1.215[ 0.38002164 0.57973739 0.37284342 0.74191395 0.53854353] [ 0.34362881 0.45711329 0.5274607 0.8143713 0.49625915] [ 0.65815153 0.37634735 0.57652273 0.41899257 0.43756292] [ 0.62397329 0.39092048 0.50854398 0.45178391 0.57828178] [ 0.39906605 0.45929328 0.46535769 0.64527546 0.40392148] [ 0.66253109 0.42931534 0.45328358 0.36898925 0.35814533] [ 0.67757893 0.45588073 0.47447444 0.48764552 0.42521513] [ 0.58809849 0.38238717 0.63741044 0.29472103 0.57622189] [ 0.2712732 0.60990985 0.40717018 0.70164068 0.444057 ] [ 0.26093687 0.53405769 0.35669246 0.78200739 0.57515414] [ 0.6343459 0.60672883 0.44635633 0.5944938 0.4325331 ] [ 0.14267467 0.54835913 0.4149559 0.7764765 0.4965105 ] [ 0.61515555 0.37509564 0.5761127 0.25877992 0.52651678] [ 0.74203725 0.49675381 0.46757607 0.45694106 0.43515383] [ 0.57700174 0.46143496 0.40912415 0.67722289 0.29592548] [ 0.66216121 0.51347142 0.55817348 0.47587998 0.35808177] [ 0.45086938 0.57162798 0.35560764 0.66715436 0.44836124] [ 0.20036631 0.50004382 0.40467877 0.84743462 0.51822875] [ 0.87472998 0.29987464 0.6674379 0.19421775 0.39757573] [ 0.59879498 0.60344512 0.35602627 0.53999314 0.46642465] [ 0.52842271 0.54367852 0.49973896 0.4828412 0.51381469] [ 0.66791767 0.39998957 0.60332439 0.3876295 0.57768591] [ 0.75122478 0.49299328 0.50032497 0.37659156 0.37612746] [ 0.79931387 0.35712923 0.39990527 0.20031953 0.45327095] [ 0.65304887 0.67012572 0.44935027 0.62791043 0.46156557] [ 0.65695451 0.55614104 0.49574185 0.46204528 0.386206 ] [ 0.79304586 0.32958765 0.58468292 0.1976309 0.40936637] [ 0.15208249 0.44552523 0.36993189 0.91634893 0.46757236] [ 0.38785223 0.52240766 0.51702058 0.79712609 0.55006921] [ 0.83422264 0.31898296 0.37672464 0.15344549 0.30526174] [ 0.36606858 0.46176737 0.53247597 0.76616713 0.48077335] [ 0.65704962 0.51021985 0.4464287 0.72762264 0.42572584] [ 0.6758367 0.47212078 0.41276458 0.36355614 0.26800697] [ 0.16746856 0.57252021 0.42810302 0.87720362 0.51267753] [ 0.6387606 0.41910844 0.49600028 0.47246052 0.41056591] [ 0.36303104 0.53158 0.53645687 0.67983515 0.37738571] [ 0.55482101 0.49063521 0.54461781 0.64925053 0.40907741] [ 0.66218793 0.34609458 0.53565272 0.24185666 0.41141646] [ 0.52283492 0.46021952 0.42764693 0.52379121 0.46945291] [ 0.69613134 0.51379555 0.41993736 0.44813234 0.39207191] [ 0.34270437 0.60493393 0.51027928 0.57378286 0.56168617] [ 0.29056932 0.5642827 0.50627475 0.70464281 0.57824265] [ 0.43130543 0.44577898 0.43962421 0.685311 0.3503419 ] [ 0.20087862 0.55960137 0.3623906 0.8338698 0.47363955] [ 0.39114339 0.43423709 0.56177038 0.58968629 0.40605254] [ 0.38391347 0.5479891 0.44683529 0.71143181 0.5723068 ] [ 0.21958054 0.50967531 0.66058896 0.79194651 0.39999192] [ 0.29090286 0.59441071 0.3373493 0.81766968 0.48104681] [ 0.59894618 0.59706929 0.52077637 0.41991474 0.65386733] [ 0.44006503 0.49145055 0.40725194 0.66568125 0.45292613] [ 0.27510866 0.44257515 0.51710952 0.76420283 0.44517627] [ 0.78321644 0.43012465 0.49427019 0.26677576 0.40444102] [ 0.62403898 0.50270718 0.49314406 0.38696577 0.4036214 ] [ 0.40843779 0.47210334 0.59112932 0.67128416 0.48572487] [ 0.54332687 0.55328083 0.4045381 0.53132425 0.33914826] [ 0.66414557 0.4598885 0.3918684 0.57662087 0.45915588] [ 0.63478658 0.47248215 0.52992993 0.58481825 0.44868187] [ 0.32260241 0.44309163 0.40270219 0.79942228 0.40949045] [ 0.58756808 0.46233974 0.45833379 0.36948753 0.40147396] [ 0.52886134 0.34615739 0.45385385 0.52002512 0.37398984] [ 0.35355049 0.49169576 0.48047336 0.56878007 0.5639794 ] [ 0.85056166 0.33670355 0.61925043 0.21995429 0.26402081] [ 0.6440121 0.56057109 0.54513577 0.60088286 0.52764101] [ 0.18130911 0.50106476 0.37633479 0.76404703 0.45773682] [ 0.53836694 0.5295723 0.49138443 0.65287605 0.48528384] [ 0.3408091 0.53261784 0.48798287 0.67551357 0.34121048] [ 0.5821854 0.43056086 0.62160463 0.53165078 0.35330866] [ 0.44843856 0.55498501 0.53538138 0.47726078 0.35679437] [ 0.61947627 0.48670461 0.49218904 0.49339683 0.46022928] [ 0.75751513 0.5387908 0.53904565 0.40345811 0.41215371] [ 0.41420302 0.42790517 0.61046 0.66832152 0.45336182] [ 0.65182203 0.49192737 0.41141339 0.33126804 0.35148278] [ 0.73926183 0.37113555 0.55335225 0.33026249 0.41243476] [ 0.80809303 0.46126634 0.44822812 0.26024735 0.40463028] [ 0.62195293 0.44711928 0.5792999 0.45230223 0.51780004] [ 0.56807685 0.37685205 0.43528962 0.52424072 0.34981219] [ 0.58511648 0.51439397 0.51677406 0.50463186 0.41875652] [ 0.82606027 0.4675551 0.33573636 0.37781143 0.35797592] [ 0.83763296 0.45237003 0.48163803 0.16988882 0.35631957] [ 0.79301473 0.42840773 0.43611661 0.38087825 0.35021137] [ 0.27952291 0.72324714 0.27370734 0.79554291 0.51514395] [ 0.39429218 0.45214397 0.45379771 0.53388969 0.47105099] [ 0.30468703 0.433768 0.64158686 0.67196837 0.39239856] [ 0.62676258 0.47691392 0.41893344 0.43243565 0.54200973] [ 0.37232189 0.49312496 0.42993093 0.50002301 0.51280074] [ 0.67132934 0.40556044 0.61876202 0.41985513 0.40098023] [ 0.60076493 0.49988072 0.40887587 0.72723063 0.36106073] [ 0.47951038 0.5990953 0.44815593 0.6325077 0.52550078] [ 0.40324021 0.50873022 0.55072379 0.6024418 0.56815626] [ 0.23924424 0.63803965 0.36644897 0.87134194 0.41951616] [ 0.78369504 0.26663685 0.623556 0.22645671 0.45815022] [ 0.30404753 0.54770551 0.4837756 0.61502286 0.48229355] [ 0.69368284 0.55240862 0.57373611 0.41021718 0.46319602] [ 0.40923568 0.52696018 0.37640572 0.74270386 0.27347477] [ 0.36427377 0.57209948 0.58347544 0.57723125 0.37373877] [ 0.31200566 0.44941834 0.61216761 0.72541882 0.51861546] [ 0.36513992 0.48167357 0.48702599 0.59583437 0.3973039 ] [ 0.41109315 0.44375643 0.56747562 0.56460859 0.49302888] [ 0.13719637 0.61219851 0.48966327 0.90726631 0.55342838] [ 0.43690095 0.43625228 0.6363415 0.66945683 0.38245971] [ 0.50890244 0.42793666 0.53374303 0.67688562 0.33299512] [ 0.48279799 0.49663186 0.50613698 0.76362884 0.43748976] [ 0.4623681 0.35932029 0.66918011 0.66455328 0.45981428] [ 0.32771694 0.48193978 0.51591463 0.69607876 0.57392594] [ 0.46466989 0.47314697 0.58411475 0.75741873 0.44294728] [ 0.63661508 0.36468219 0.63071826 0.26563649 0.59578093] [ 0.43618227 0.57732718 0.36981369 0.5559686 0.48674226] [ 0.72976475 0.50146507 0.54189449 0.3865858 0.49231439] [ 0.21387322 0.37836746 0.53352112 0.89658379 0.59737626] [ 0.41875444 0.63541104 0.39311263 0.58317937 0.60396176] [ 0.75228776 0.40795978 0.61196546 0.29684455 0.39494507] [ 0.63237998 0.53775653 0.46124902 0.59781833 0.44536874] [ 0.19918243 0.69170071 0.47679295 0.85031993 0.57897271] [ 0.74828469 0.4876417 0.50238881 0.25420517 0.3721609 ] [ 0.67028128 0.58295397 0.53078127 0.56530896 0.42706704] [ 0.77695379 0.32180545 0.60822533 0.24899237 0.4274468 ] [ 0.67757893 0.45588073 0.47447444 0.48764552 0.42521513] [ 0.58006205 0.46802924 0.5707802 0.46181948 0.47947939] [ 0.86148659 0.46081259 0.57851752 0.21290275 0.38790671] [ 0.31920773 0.47972301 0.46550306 0.4541832 0.58612738] [ 0.68371386 0.43871698 0.59788653 0.45454501 0.43965593] [ 0.48996235 0.60175542 0.53626814 0.59338841 0.37370462] [ 0.36230301 0.40920857 0.48617984 0.54729107 0.60601493] [ 0.50169293 0.40352115 0.45068276 0.6032222 0.30024302] [ 0.20866779 0.56511671 0.4397759 0.55462182 0.50096094] [ 0.43753482 0.60789421 0.60639709 0.6626344 0.51262259] [ 0.68337737 0.45499952 0.43517285 0.51716506 0.2997102 ] [ 0.31059287 0.52944844 0.44106008 0.66481757 0.54317731] Progress: 14.2% ... Training loss: 0.691 ... Validation loss: 1.219[ 0.51302212 0.56105215 0.50002458 0.52393266 0.57877732] [ 0.25917598 0.3406853 0.58824913 0.80109832 0.38510128] [ 0.73145626 0.3936335 0.60562838 0.17816316 0.52547919] [ 0.30372095 0.4316168 0.48796413 0.77252156 0.40377891] [ 0.71829424 0.38677567 0.5111763 0.45148765 0.40071084] [ 0.31049492 0.48889169 0.49221433 0.74292801 0.58132262] [ 0.54938806 0.43018665 0.39296902 0.53044106 0.53363865] [ 0.36271126 0.3951432 0.46541599 0.74276107 0.35879535] [ 0.77106055 0.3841802 0.47631303 0.26405843 0.48304958] [ 0.4414604 0.54063152 0.35702145 0.62994132 0.45824134] [ 0.41559503 0.53285808 0.36746268 0.57087638 0.41970273] [ 0.78481305 0.36363016 0.52997365 0.24740293 0.47797823] [ 0.58670597 0.45536888 0.43743211 0.71145647 0.40479153] [ 0.47767419 0.56044434 0.38291975 0.51457233 0.50471694] [ 0.86263956 0.5281805 0.52311407 0.36652994 0.38066774] [ 0.69366611 0.50532652 0.40333721 0.33904344 0.35787734] [ 0.64330407 0.50195824 0.42858973 0.4126704 0.39951876] [ 0.76717621 0.46407583 0.44110565 0.40413822 0.39154491] [ 0.64554038 0.45264921 0.5670151 0.25308317 0.51901989] [ 0.31515325 0.5037856 0.46451221 0.70952765 0.41640825] [ 0.6017174 0.54750234 0.53061466 0.63461899 0.52022326] [ 0.28343553 0.54244786 0.46162916 0.82470502 0.31617057] [ 0.50974602 0.39395606 0.42977732 0.70311724 0.29590509] [ 0.6759075 0.40354809 0.42451104 0.38473417 0.42547059] [ 0.53271391 0.40371336 0.56213336 0.54952899 0.59385224] [ 0.49094999 0.46016686 0.43191165 0.73274024 0.58231253] [ 0.3446681 0.62148202 0.43360708 0.66337484 0.44865354] [ 0.84140481 0.37203688 0.52673431 0.19159841 0.41577794] [ 0.62940263 0.63472055 0.51981356 0.63752425 0.40251335] [ 0.80014906 0.51190842 0.37272745 0.44850798 0.32166931] [ 0.82145307 0.35973522 0.59792804 0.23030113 0.42332996] [ 0.53022945 0.43315499 0.52101082 0.38109978 0.57581344] [ 0.6940278 0.47066088 0.59270248 0.51289762 0.40423084] [ 0.76672163 0.3146595 0.43489066 0.33720268 0.39821312] [ 0.41365895 0.46866032 0.51160396 0.5535129 0.31828299] [ 0.64507856 0.39438514 0.68461263 0.29664914 0.43548728] [ 0.15404536 0.46616443 0.4303188 0.85715692 0.49371031] [ 0.70950496 0.42072428 0.44972604 0.12464502 0.34423356] [ 0.32276472 0.52479263 0.39999325 0.66436206 0.4399589 ] [ 0.49080806 0.46761152 0.58115857 0.62173721 0.4774106 ] [ 0.51252825 0.37200177 0.45419792 0.41845571 0.39394309] [ 0.71813929 0.43724355 0.42924624 0.35642375 0.41837743] [ 0.56152202 0.49271829 0.53496761 0.44068072 0.34027623] [ 0.29383285 0.51707506 0.41881695 0.72373447 0.57482362] [ 0.12613467 0.57911352 0.44435484 0.91000741 0.57536 ] [ 0.28702768 0.66200161 0.33798489 0.80067125 0.42611349] [ 0.62882539 0.48487517 0.47888748 0.40118234 0.36759922] [ 0.496354 0.69473938 0.35688094 0.68616872 0.47493454] [ 0.6008479 0.46630665 0.41895808 0.40987221 0.45204244] [ 0.25123077 0.53924965 0.37775993 0.78857207 0.5550594 ] [ 0.42025429 0.50669427 0.35512189 0.68290255 0.50605077] [ 0.40892135 0.61568751 0.28282922 0.66610832 0.45353345] [ 0.7387287 0.37429401 0.51608181 0.2103691 0.43047177] [ 0.61664525 0.45539665 0.40661775 0.41479013 0.33495608] [ 0.71636644 0.37629642 0.4715077 0.17668409 0.37378011] [ 0.45073593 0.40211169 0.58718368 0.53069939 0.5208513 ] [ 0.48635904 0.43105435 0.52445682 0.42689275 0.63524179] [ 0.25258905 0.63722824 0.42312101 0.90510652 0.30283435] [ 0.42838227 0.32557682 0.53273508 0.76720433 0.40621267] [ 0.14036484 0.55931589 0.55651871 0.87136421 0.63813941] [ 0.75979774 0.49756927 0.43750185 0.26253656 0.39005464] [ 0.14437005 0.59314762 0.37848919 0.89235296 0.50824622] [ 0.58177525 0.4842672 0.40873834 0.32397007 0.34994056] [ 0.73990215 0.42021631 0.54426166 0.38082864 0.31594228] [ 0.22859046 0.55714657 0.4645616 0.82456999 0.43046862] [ 0.37484386 0.46187828 0.50563471 0.62300892 0.49309223] [ 0.61332122 0.52842095 0.57597509 0.46368184 0.54411657] [ 0.5790217 0.45438566 0.39768886 0.44662132 0.31543587] [ 0.80278988 0.4933324 0.56682369 0.3597232 0.42146404] [ 0.12147982 0.56974186 0.46942972 0.86482945 0.59227784] [ 0.60936476 0.51241004 0.54468916 0.46275515 0.48220729] [ 0.41878949 0.56930477 0.59635843 0.55471478 0.50810588] [ 0.31844593 0.44244951 0.538348 0.77476449 0.56045226] [ 0.5394679 0.41408394 0.38787004 0.61919204 0.36624657] [ 0.37926181 0.64997548 0.4660393 0.79052089 0.47436027] [ 0.57705091 0.50977448 0.4592793 0.58514304 0.34046243] [ 0.59590644 0.62156705 0.42750502 0.64106575 0.55469491] [ 0.32697413 0.61766083 0.36820764 0.67068674 0.48518954] [ 0.46823234 0.50228179 0.62904489 0.69302356 0.47055835] [ 0.25505979 0.55598421 0.59120139 0.79555285 0.43363619] [ 0.44456008 0.52176974 0.41850239 0.51352752 0.41993665] [ 0.43974351 0.41432494 0.49721917 0.72634914 0.34385919] [ 0.33838203 0.55816216 0.47330615 0.83980934 0.57637098] [ 0.30477112 0.56928117 0.4142787 0.700271 0.4932936 ] [ 0.75399338 0.56991959 0.6025064 0.38427239 0.43816275] [ 0.2132148 0.57097412 0.46715366 0.85575619 0.43147704] [ 0.47321458 0.42889961 0.51958597 0.50409101 0.46058249] [ 0.42984025 0.44647301 0.46786511 0.61471781 0.52418344] [ 0.30507676 0.46746812 0.50021988 0.78943317 0.42528038] [ 0.66900885 0.54652663 0.43008926 0.50105798 0.29386826] [ 0.87414523 0.42845761 0.42506038 0.26848896 0.23459075] [ 0.77384871 0.46673788 0.67514631 0.33283095 0.44471819] [ 0.68842244 0.34950508 0.45549429 0.40636787 0.50160988] [ 0.88150621 0.36385539 0.53989214 0.15097474 0.30710196] [ 0.64455175 0.47768847 0.67203256 0.43525525 0.38995642] [ 0.64497591 0.48425888 0.42780418 0.5371031 0.46950885] [ 0.49341316 0.35140444 0.68873528 0.48793508 0.36733518] [ 0.37534221 0.59696656 0.4374342 0.54993218 0.63441376] [ 0.69819721 0.3296331 0.41507275 0.34064762 0.40837569] [ 0.74241061 0.39468648 0.53216566 0.25313292 0.40998056] [ 0.78954918 0.38864489 0.48671495 0.34219866 0.43068107] [ 0.28628598 0.61594983 0.54586646 0.74999727 0.49382499] [ 0.52586416 0.67585574 0.35575088 0.76852704 0.40853518] [ 0.40256 0.60599986 0.43754711 0.68417586 0.55048697] [ 0.45995024 0.34599359 0.41971306 0.52645942 0.40898383] [ 0.38473257 0.39154649 0.48075175 0.69042282 0.4920225 ] [ 0.48635078 0.52978203 0.44075316 0.50259117 0.3222522 ] [ 0.61765698 0.400561 0.51747446 0.45404102 0.43749508] [ 0.43816799 0.53981569 0.61681419 0.43818481 0.51882143] [ 0.12529651 0.49601109 0.49641846 0.84250932 0.61654094] [ 0.18293092 0.47140347 0.50745662 0.86026156 0.50811622] [ 0.15435963 0.54861319 0.53337037 0.86809682 0.49786941] [ 0.76088993 0.4146675 0.55763916 0.33761877 0.47671295] [ 0.31099227 0.48440168 0.39914491 0.62627736 0.54477272] [ 0.45083999 0.60630445 0.42230421 0.72522306 0.35165951] [ 0.21346146 0.58467484 0.3523237 0.84119042 0.39664687] [ 0.50511874 0.45544731 0.52868878 0.59031706 0.36994494] [ 0.12713144 0.59958153 0.44494084 0.92396023 0.61235321] [ 0.72517339 0.48844131 0.57230127 0.2281851 0.56534385] [ 0.58558277 0.43122367 0.669876 0.54550805 0.42460503] [ 0.74862398 0.5814788 0.30149566 0.54831546 0.32697858] [ 0.32286509 0.31872269 0.51755087 0.71440654 0.44793732] [ 0.72523595 0.33050392 0.49288847 0.28282689 0.48267637] [ 0.65713991 0.60364348 0.32600793 0.50433435 0.32653988] [ 0.56188805 0.47359235 0.55973402 0.76724647 0.41737783] [ 0.4244342 0.61663276 0.53647619 0.68677824 0.46311805] [ 0.45058246 0.53472561 0.44029078 0.74779341 0.48344065] [ 0.61123627 0.41611327 0.51200241 0.42525371 0.5126081 ] Progress: 14.2% ... Training loss: 0.691 ... Validation loss: 1.223[ 0.47483129 0.58818512 0.397803 0.76183724 0.34140127] [ 0.90353406 0.38852532 0.59740787 0.14529082 0.31135837] [ 0.71261791 0.52530042 0.45911569 0.3428454 0.3962065 ] [ 0.56567038 0.45000508 0.57857927 0.44798557 0.50103548] [ 0.28115181 0.4290017 0.53296268 0.70376112 0.71326048] [ 0.48811522 0.42619051 0.61158751 0.68942155 0.43501835] [ 0.29166493 0.67287417 0.35678485 0.70570472 0.3890828 ] [ 0.44061986 0.61487332 0.48262715 0.68126847 0.52992457] [ 0.76014647 0.44333567 0.5893407 0.24470887 0.50833492] [ 0.39690695 0.51337023 0.37067526 0.77697264 0.30044633] [ 0.47845737 0.4088495 0.65410902 0.306987 0.53237127] [ 0.5818439 0.47556059 0.42617681 0.44759878 0.38493033] [ 0.37928317 0.65002571 0.46602414 0.79051064 0.47437871] [ 0.39096287 0.52228294 0.45053607 0.68468227 0.36027137] [ 0.39168038 0.54846748 0.58246022 0.57031168 0.47155208] [ 0.45826796 0.45990478 0.50845309 0.65999344 0.39209292] [ 0.33443484 0.54049004 0.50424175 0.72471846 0.44716872] [ 0.60134193 0.36008499 0.47341264 0.50063392 0.44394338] [ 0.75507011 0.35527899 0.59134178 0.32073753 0.38879608] [ 0.55790533 0.5522601 0.40567276 0.71881678 0.50319338] [ 0.46970352 0.70917009 0.31211441 0.87118813 0.48119643] [ 0.58838172 0.5189312 0.43904817 0.33691491 0.35017994] [ 0.72464516 0.48862403 0.5722381 0.22842361 0.56541363] [ 0.64446661 0.50872011 0.33294592 0.46110375 0.28344639] [ 0.52073601 0.43615503 0.40946465 0.48300378 0.42391416] [ 0.7188652 0.46101011 0.49191228 0.32190198 0.50173841] [ 0.57275874 0.40188183 0.64010466 0.38660334 0.58754911] [ 0.32852383 0.52730846 0.45885536 0.80894027 0.37513617] [ 0.79357851 0.5262867 0.38431022 0.38212434 0.40133703] [ 0.49066563 0.3882961 0.50005499 0.51797811 0.39737317] [ 0.63216438 0.48918255 0.44544633 0.43688715 0.48636648] [ 0.68389128 0.38173728 0.41064354 0.51512228 0.30852239] [ 0.38015424 0.47749503 0.40076015 0.52718961 0.51334903] [ 0.3692681 0.49110073 0.43961522 0.56110034 0.34193455] [ 0.26986995 0.53588037 0.47823962 0.78690519 0.52501289] [ 0.60873523 0.48297307 0.3604802 0.60266811 0.5295013 ] [ 0.53651697 0.48605644 0.38023656 0.55030426 0.34180341] [ 0.60005416 0.46659126 0.41886294 0.41027523 0.4521493 ] [ 0.40381389 0.74067505 0.38730541 0.71856518 0.42162332] [ 0.73526195 0.50441613 0.47148229 0.40586646 0.38705829] [ 0.44479382 0.42481642 0.58517411 0.68380114 0.41354414] [ 0.44137524 0.38927336 0.595638 0.41191371 0.56616842] [ 0.82061913 0.34037491 0.61907543 0.20608671 0.47152188] [ 0.1352223 0.58811941 0.46292321 0.91045809 0.62173205] [ 0.60463553 0.46176707 0.42653048 0.51083806 0.28036765] [ 0.36194063 0.5689291 0.31286307 0.70441034 0.54308767] [ 0.51718382 0.63000722 0.5912922 0.61585459 0.51189555] [ 0.16868568 0.52924341 0.54852957 0.79702154 0.53474963] [ 0.30304812 0.65323856 0.47668247 0.71203822 0.57691715] [ 0.27719627 0.65596002 0.43244894 0.71473793 0.5139612 ] [ 0.6644123 0.46189737 0.37969622 0.48098559 0.40384632] [ 0.3453647 0.5104652 0.38118595 0.69150414 0.33540749] [ 0.36233818 0.45252134 0.53358349 0.51371165 0.58265393] [ 0.73160226 0.43449049 0.54853835 0.39600733 0.48561939] [ 0.61526362 0.54398092 0.52715998 0.47851952 0.30132409] [ 0.24431087 0.5532482 0.54177607 0.86248732 0.42377016] [ 0.50819919 0.45205711 0.43729741 0.6136793 0.31903625] [ 0.32309958 0.51112833 0.62882737 0.73681124 0.49929452] [ 0.20145678 0.63780688 0.49517119 0.81153173 0.65192711] [ 0.4309429 0.43893339 0.63082706 0.69544516 0.49026751] [ 0.72072456 0.62571592 0.44589439 0.44227685 0.45131878] [ 0.23614012 0.42098184 0.40926494 0.48961927 0.71637761] [ 0.27627847 0.59176 0.43198693 0.62079294 0.5681697 ] [ 0.09702543 0.57916608 0.57622544 0.88068854 0.71067409] [ 0.50280261 0.53437644 0.44002985 0.46731198 0.5211452 ] [ 0.56976668 0.51206471 0.54648905 0.70096404 0.41669449] [ 0.30903726 0.54687199 0.51100098 0.72621894 0.37434137] [ 0.61271288 0.58914255 0.35216592 0.48824013 0.36999674] [ 0.77988082 0.46799677 0.48452129 0.24768761 0.3943337 ] [ 0.63712431 0.45029323 0.35672942 0.41211425 0.40338106] [ 0.78941818 0.27141756 0.51107724 0.28976144 0.43166667] [ 0.65442463 0.6024666 0.47810982 0.48535693 0.39158882] [ 0.73680065 0.35110283 0.63056468 0.4751645 0.38726326] [ 0.39701948 0.47269091 0.54785519 0.51976325 0.64043163] [ 0.72922381 0.44608344 0.54985416 0.39124911 0.40104317] [ 0.15087371 0.5746523 0.5252606 0.80952881 0.65141478] [ 0.40640088 0.56381344 0.48473188 0.60111438 0.37096642] [ 0.40520331 0.47984563 0.54068921 0.76962593 0.48497003] [ 0.51632362 0.52537041 0.57945088 0.44511213 0.34649578] [ 0.50727595 0.49459026 0.41844922 0.68528967 0.35504746] [ 0.53054423 0.4878755 0.51842663 0.40321932 0.40815982] [ 0.57355358 0.57569444 0.37692966 0.5911064 0.36053125] [ 0.548624 0.52574669 0.477312 0.32221216 0.32561951] [ 0.37622727 0.56411473 0.45603365 0.44793623 0.50969257] [ 0.34791907 0.42975514 0.58599437 0.74412101 0.47987229] [ 0.25858033 0.53749404 0.49928628 0.74983588 0.52190504] [ 0.30615685 0.69747819 0.47915162 0.78741341 0.60735022] [ 0.60162744 0.53813437 0.57506053 0.42792378 0.48975399] [ 0.5450677 0.45794906 0.57879998 0.67370998 0.38283786] [ 0.70713489 0.45976892 0.50381737 0.30331401 0.45643696] [ 0.57787604 0.43185923 0.57607394 0.36512074 0.5661066 ] [ 0.30097879 0.69796468 0.3692577 0.75292107 0.53556177] [ 0.30530916 0.29716293 0.51539618 0.67138807 0.41949277] [ 0.79343528 0.53495234 0.5737092 0.3921064 0.43371592] [ 0.41797462 0.55106559 0.56959603 0.66419954 0.41071086] [ 0.73185356 0.52263717 0.59797663 0.41926399 0.37888913] [ 0.53789022 0.4472975 0.35164125 0.44082627 0.56013324] [ 0.20509882 0.49615464 0.55864335 0.86297206 0.61139024] [ 0.50983133 0.41001799 0.66178047 0.65358143 0.43500214] [ 0.59483327 0.48153111 0.54161245 0.46080335 0.48146605] [ 0.73116975 0.46928901 0.58707398 0.29967931 0.49841847] [ 0.7998825 0.38124917 0.68324214 0.23895302 0.43869823] [ 0.53042821 0.55758261 0.34667884 0.54073211 0.46724144] [ 0.70996694 0.44345236 0.3813979 0.34881765 0.31849006] [ 0.43348003 0.59693103 0.53635157 0.63273839 0.56830923] [ 0.28040623 0.52625048 0.40899384 0.76132738 0.38645959] [ 0.76477887 0.40688486 0.59562929 0.30633134 0.4302646 ] [ 0.86595058 0.42243507 0.45000059 0.20421384 0.27561813] [ 0.64908156 0.49295651 0.53782567 0.42252813 0.55058537] [ 0.66254461 0.55339266 0.50458921 0.49105376 0.41642602] [ 0.64613651 0.31345393 0.48200677 0.21790004 0.41143231] [ 0.39924392 0.54333461 0.51030415 0.44885995 0.52411683] [ 0.23774769 0.50147492 0.54787776 0.74193867 0.63332491] [ 0.14687363 0.55143556 0.52058203 0.90461591 0.51014998] [ 0.45452993 0.58628639 0.58091652 0.53119688 0.44851146] [ 0.76761612 0.31432297 0.41955816 0.21950117 0.33373309] [ 0.6012781 0.46036452 0.59798161 0.33368521 0.54360558] [ 0.31992075 0.51812881 0.50340594 0.43251673 0.45471623] [ 0.71464596 0.30772141 0.52967959 0.34725676 0.45144705] [ 0.20066011 0.65936084 0.34320754 0.76286733 0.53631015] [ 0.19334393 0.48941431 0.49542119 0.84046931 0.40766361] [ 0.44388718 0.52201511 0.41841996 0.5138835 0.42002984] [ 0.69545432 0.66868128 0.56284108 0.48593135 0.44623132] [ 0.73199129 0.50831505 0.55094424 0.33294586 0.41467955] [ 0.7294553 0.41278472 0.42831973 0.29726242 0.36220188] [ 0.68316656 0.28688911 0.33445699 0.26443272 0.39673073] [ 0.41515331 0.55152642 0.48398451 0.60518522 0.67094119] [ 0.73267148 0.27540268 0.57357226 0.28851048 0.36836583] Progress: 14.3% ... Training loss: 0.691 ... Validation loss: 1.230[ 0.15997582 0.672391 0.45341984 0.76739964 0.49016211] [ 0.14783678 0.46171745 0.46677823 0.83029737 0.56033575] [ 0.25600567 0.55011729 0.52453367 0.57220595 0.5637453 ] [ 0.53105753 0.55736861 0.34675295 0.54037656 0.46714859] [ 0.58780896 0.54396532 0.58166391 0.40075596 0.41990223] [ 0.72381791 0.42529619 0.58421192 0.32597875 0.5132852 ] [ 0.41784145 0.37587083 0.45003219 0.57705721 0.56503382] [ 0.47000134 0.51655399 0.59041328 0.63462957 0.4112858 ] [ 0.52074425 0.41311729 0.67183817 0.61016676 0.37871076] [ 0.32550202 0.59754476 0.5072524 0.78632636 0.43069264] [ 0.50818618 0.53302114 0.40639536 0.6167072 0.41833247] [ 0.31614189 0.65851538 0.39261166 0.76105718 0.39853685] [ 0.57460333 0.37502551 0.433362 0.44460523 0.52501813] [ 0.20382915 0.49894928 0.59527902 0.71428984 0.61049078] [ 0.15415035 0.4792051 0.38507651 0.9152866 0.4172405 ] [ 0.37980442 0.7089586 0.38135301 0.83046297 0.4845109 ] [ 0.32068991 0.45922972 0.45985734 0.57416464 0.53884075] [ 0.48199683 0.42548409 0.56863396 0.70755157 0.43871361] [ 0.5379138 0.5587927 0.4222265 0.61131888 0.31631744] [ 0.28155702 0.32345793 0.56462221 0.75674928 0.55020418] [ 0.34472652 0.53751714 0.46970455 0.53219603 0.39461897] [ 0.57575481 0.44350847 0.61499486 0.29865885 0.46155938] [ 0.77753065 0.24929841 0.45154782 0.23382242 0.35688984] [ 0.7943164 0.34584405 0.58499482 0.21964442 0.36169774] [ 0.63024289 0.36695573 0.30921869 0.38022176 0.40998219] [ 0.46082142 0.46923662 0.48728993 0.43466135 0.42944667] [ 0.44475153 0.54134331 0.28590067 0.66064557 0.41206696] [ 0.87241168 0.42116192 0.53155873 0.13415559 0.38346308] [ 0.77536883 0.36368604 0.56581488 0.20699575 0.48683941] [ 0.49741879 0.49782559 0.40688461 0.68752255 0.38842306] [ 0.79294562 0.38928952 0.57371061 0.28811527 0.42130842] [ 0.52019884 0.43983186 0.33700458 0.50782924 0.43422409] [ 0.37286874 0.54203746 0.51312559 0.48650577 0.52659685] [ 0.73244823 0.5110296 0.44989241 0.39339371 0.38093766] [ 0.72076437 0.56899987 0.49971713 0.3781165 0.42430684] [ 0.76151973 0.56765095 0.3603538 0.51035042 0.33430185] [ 0.21004297 0.49184209 0.49666654 0.81572216 0.56979876] [ 0.61121252 0.48298473 0.67923337 0.37986966 0.41500419] [ 0.4573451 0.55103677 0.3103178 0.69673506 0.5120263 ] [ 0.56758879 0.49125153 0.37207603 0.34329551 0.35514712] [ 0.83487644 0.39759346 0.4997182 0.21658456 0.3817203 ] [ 0.52344045 0.57246185 0.44621966 0.61703891 0.59796843] [ 0.28114165 0.53540824 0.60892248 0.78175214 0.49408533] [ 0.39502461 0.66108315 0.38935529 0.53539003 0.50358683] [ 0.72558414 0.46444684 0.43628518 0.41131958 0.38039109] [ 0.52193749 0.47583226 0.55687514 0.49683756 0.59630659] [ 0.45828919 0.48907144 0.56942585 0.71503401 0.34096718] [ 0.41041656 0.63309951 0.64557874 0.54999563 0.50746457] [ 0.61909779 0.41491136 0.4780166 0.30542205 0.41664559] [ 0.83377912 0.53072497 0.49472363 0.34260634 0.42681676] [ 0.62545151 0.37234283 0.57147849 0.24745838 0.48768609] [ 0.82197544 0.49689054 0.55186625 0.26372423 0.4115341 ] [ 0.78946025 0.44816593 0.36555739 0.25771855 0.26001098] [ 0.59785806 0.45945783 0.31996507 0.49523655 0.50420097] [ 0.56565716 0.53604646 0.47439055 0.40798767 0.39837292] [ 0.47418884 0.50977241 0.36454967 0.58450831 0.47538162] [ 0.47377456 0.37364175 0.54467886 0.42646629 0.56580129] [ 0.32852095 0.454325 0.43174848 0.65441674 0.59615608] [ 0.72636201 0.47505227 0.44704339 0.4889544 0.35692144] [ 0.70239302 0.3808795 0.53803978 0.22859547 0.40693901] [ 0.49875518 0.51040063 0.52287162 0.46216387 0.55243345] [ 0.3564664 0.50814149 0.56042461 0.68427096 0.57304353] [ 0.52125419 0.51709738 0.44209373 0.54395098 0.55278193] [ 0.52074425 0.41311729 0.67183817 0.61016676 0.37871076] [ 0.34553732 0.59000087 0.60438827 0.56923592 0.53680053] [ 0.36017093 0.52290508 0.35599041 0.65068887 0.54001139] [ 0.50940051 0.53704553 0.47098601 0.75780351 0.27217056] [ 0.53818236 0.51191079 0.51595334 0.4538633 0.36500678] [ 0.29277871 0.56744277 0.65192447 0.68441313 0.53201754] [ 0.62825599 0.3920236 0.57536859 0.43174623 0.4550271 ] [ 0.84218047 0.31697727 0.46484223 0.11513794 0.37631925] [ 0.20475535 0.60021898 0.45896736 0.82667425 0.55541014] [ 0.68882528 0.32939881 0.64143677 0.21512193 0.54604156] [ 0.85910419 0.34202979 0.53316423 0.19762256 0.42636808] [ 0.69350599 0.40330074 0.59213177 0.30083183 0.45585364] [ 0.54353855 0.39403011 0.53867023 0.58399185 0.40073988] [ 0.49178365 0.45992092 0.43200899 0.73240069 0.58220528] [ 0.85442444 0.41488734 0.44105418 0.16029743 0.26783562] [ 0.78526311 0.34395579 0.61178956 0.2657258 0.44062728] [ 0.51159981 0.39786229 0.42518606 0.58746282 0.50441638] [ 0.57255174 0.52198848 0.39073988 0.27028282 0.43031442] [ 0.6371877 0.47153649 0.53027624 0.58340748 0.44830229] [ 0.20621973 0.63523313 0.45970178 0.73655578 0.43853857] [ 0.39443574 0.51407776 0.31960526 0.63850485 0.51399866] [ 0.70816619 0.5617256 0.51755758 0.51882303 0.38900912] [ 0.57865495 0.51717511 0.49598225 0.46354195 0.55405175] [ 0.42798672 0.62783656 0.39158471 0.68070115 0.55553765] [ 0.7671661 0.44447616 0.5715698 0.24140453 0.44213431] [ 0.83735958 0.49201871 0.43728063 0.27267303 0.28353403] [ 0.25339693 0.6735863 0.50613072 0.82229919 0.59362367] [ 0.60101321 0.57819442 0.49396889 0.45974042 0.51151496] [ 0.81834451 0.30885145 0.60235898 0.21458972 0.36828844] [ 0.51951827 0.41699747 0.47159678 0.54125683 0.28339325] [ 0.52496601 0.41141105 0.44651735 0.31437047 0.54974803] [ 0.25113477 0.45896544 0.47436094 0.65660227 0.52668928] [ 0.64464623 0.35891368 0.50749028 0.31951145 0.53413227] [ 0.54213639 0.41515682 0.45014053 0.54803578 0.35493308] [ 0.37881026 0.51728245 0.59306891 0.71369373 0.53097633] [ 0.6953257 0.30622986 0.57895996 0.24824418 0.438089 ] [ 0.28627554 0.66816451 0.52481685 0.81934419 0.56347159] [ 0.39959127 0.43883265 0.46529233 0.64953202 0.47892616] [ 0.36665049 0.5675337 0.50163929 0.66979143 0.57752797] [ 0.61748519 0.46181498 0.41639099 0.28276217 0.39406495] [ 0.51075112 0.28756315 0.48026968 0.59789167 0.30125735] [ 0.62356801 0.57048493 0.51255522 0.50199235 0.45340444] [ 0.76564728 0.50513975 0.55690029 0.25568584 0.47066264] [ 0.25820218 0.4916927 0.6907557 0.73998172 0.54769508] [ 0.45414569 0.58805828 0.5686647 0.56847532 0.44023102] [ 0.38276995 0.4940894 0.53471491 0.80067048 0.42496921] [ 0.26666558 0.49049233 0.50895304 0.82753242 0.61577416] [ 0.48217364 0.39020668 0.6283113 0.6709542 0.33142843] [ 0.49338883 0.56833065 0.47942809 0.52881525 0.38397137] [ 0.30665996 0.63753669 0.46593955 0.74284068 0.53320875] [ 0.32053738 0.59723999 0.4430847 0.68381458 0.38666704] [ 0.4321363 0.54043687 0.39217665 0.66999096 0.32327873] [ 0.31760568 0.50985316 0.43490145 0.63998225 0.58229974] [ 0.13806225 0.59544323 0.47245278 0.90738779 0.51282095] [ 0.70119529 0.37330414 0.61806385 0.37659298 0.45033882] [ 0.3023761 0.44356751 0.57920972 0.52046726 0.52343746] [ 0.21556976 0.61419164 0.35214316 0.83150497 0.55245852] [ 0.24514363 0.67939701 0.42387508 0.83294785 0.55362463] [ 0.48800944 0.52887861 0.44731426 0.77045546 0.37285043] [ 0.29881481 0.70203043 0.39654435 0.82960521 0.48009211] [ 0.57857685 0.41002375 0.54694901 0.23773664 0.56821021] [ 0.58042384 0.39087754 0.52043858 0.46806913 0.3948116 ] [ 0.73108694 0.38250581 0.44217374 0.34403393 0.40913633] [ 0.460833 0.49906676 0.40849044 0.43183962 0.4321554 ] [ 0.30565948 0.29710887 0.51542291 0.67115508 0.41945917] Progress: 14.3% ... Training loss: 0.691 ... Validation loss: 1.231[ 0.76362915 0.36276432 0.43567352 0.18379934 0.34102467] [ 0.78313828 0.48017822 0.3579576 0.33538093 0.33618677] [ 0.51139123 0.38344161 0.46551082 0.48453908 0.33339792] [ 0.55567002 0.51439513 0.49814873 0.49341364 0.60307718] [ 0.25510117 0.36234745 0.422847 0.81880668 0.55540608] [ 0.17790436 0.45837072 0.42610932 0.72466047 0.57839801] [ 0.80448256 0.32188902 0.46098052 0.2459044 0.34861 ] [ 0.15238904 0.53733915 0.57621842 0.81882423 0.57669789] [ 0.733114 0.52849996 0.5990119 0.24924347 0.49223269] [ 0.22133036 0.58578714 0.49071908 0.75143539 0.50332145] [ 0.22561937 0.45253901 0.36178918 0.84622447 0.58804423] [ 0.5875789 0.51361999 0.51705913 0.50327459 0.41845255] [ 0.4145398 0.49157825 0.56742214 0.74214105 0.47287592] [ 0.64317114 0.51985893 0.51815649 0.48649221 0.52702991] [ 0.69312427 0.3811319 0.47335621 0.3167442 0.40129863] [ 0.35541802 0.39867962 0.56533538 0.72299927 0.55970415] [ 0.51968388 0.61508737 0.40145233 0.56818461 0.40543141] [ 0.62916766 0.51225335 0.53860067 0.47049556 0.30152903] [ 0.7462278 0.40222564 0.62631929 0.28339277 0.45590621] [ 0.34562766 0.45666905 0.527642 0.8137036 0.49605601] [ 0.89248605 0.38126962 0.64051063 0.22452131 0.38759325] [ 0.71146053 0.49049433 0.37377575 0.30525054 0.34474901] [ 0.47557407 0.50698822 0.59518494 0.71002691 0.43973978] [ 0.29433106 0.42827713 0.55968205 0.58131651 0.38933712] [ 0.581905 0.45972244 0.3684064 0.44581261 0.3300208 ] [ 0.79677106 0.33825481 0.44349871 0.19119918 0.36719541] [ 0.4516674 0.5132002 0.44999972 0.74549413 0.35133686] [ 0.70086198 0.34596501 0.58925842 0.39648106 0.42666067] [ 0.61491911 0.48347491 0.50137019 0.41970116 0.43212478] [ 0.45049434 0.50717629 0.36289083 0.55758365 0.46413721] [ 0.14838266 0.58009628 0.46110998 0.88470156 0.4243707 ] [ 0.30376036 0.54936887 0.41713085 0.74825357 0.51591135] [ 0.57199408 0.49075939 0.44989002 0.56606653 0.31596837] [ 0.44048788 0.40216763 0.56806106 0.63211764 0.30537136] [ 0.45346813 0.51765898 0.46457906 0.43305902 0.53019144] [ 0.35067947 0.54227464 0.26806105 0.80379805 0.48295485] [ 0.66466183 0.3352394 0.52087182 0.46677884 0.42919974] [ 0.57314367 0.48418382 0.54472879 0.57323073 0.42062457] [ 0.61472994 0.57366033 0.54617325 0.5197508 0.39783693] [ 0.22746843 0.47948178 0.45571453 0.69417495 0.47189989] [ 0.5585167 0.60437157 0.40971551 0.64565569 0.47146691] [ 0.18127914 0.50160911 0.37617843 0.76426679 0.45793088] [ 0.40639309 0.41415712 0.44658571 0.46973801 0.53769167] [ 0.51468893 0.53861872 0.30649046 0.54588918 0.39772184] [ 0.28105209 0.53413914 0.43501907 0.74682819 0.65580901] [ 0.44166487 0.55794686 0.36550398 0.71808893 0.47248983] [ 0.74973411 0.37098879 0.54574666 0.22227299 0.47324112] [ 0.44600603 0.64055164 0.50589418 0.75886247 0.53526007] [ 0.7040762 0.57581762 0.55740657 0.47500773 0.49223694] [ 0.66039966 0.40270151 0.51740724 0.40115779 0.57809547] [ 0.49916976 0.36659769 0.50662075 0.60470296 0.36342581] [ 0.5476512 0.39534714 0.41051462 0.50209793 0.61060202] [ 0.7859304 0.44888964 0.52705761 0.2877503 0.37181457] [ 0.41940494 0.41450081 0.64934599 0.56730571 0.46178247] [ 0.59871792 0.55436954 0.30798225 0.65410889 0.32866383] [ 0.90372856 0.43703578 0.47738009 0.18850809 0.40551432] [ 0.43924972 0.4912963 0.62609511 0.73414829 0.41268647] [ 0.75289109 0.44627305 0.4387957 0.36843634 0.30874674] [ 0.27306237 0.60440103 0.38515834 0.73588758 0.42151912] [ 0.28766454 0.51178336 0.54289329 0.58460295 0.59346938] [ 0.41220166 0.50436955 0.53634611 0.75555391 0.46168443] [ 0.31899113 0.40063627 0.59413384 0.71070157 0.51547596] [ 0.80139723 0.34799801 0.5985377 0.29332083 0.42510472] [ 0.55158763 0.52280947 0.54316359 0.37898808 0.47560293] [ 0.31899113 0.40063627 0.59413384 0.71070157 0.51547596] [ 0.4740732 0.39041248 0.56280255 0.75679527 0.30447955] [ 0.84155226 0.45760632 0.53237212 0.29987358 0.40619378] [ 0.75153276 0.33660155 0.45895224 0.32765302 0.38216724] [ 0.36092361 0.61736945 0.40689073 0.79633345 0.37548241] [ 0.20352558 0.51348882 0.46035084 0.86019309 0.38848679] [ 0.86488793 0.37627061 0.46544094 0.21488943 0.25016611] [ 0.49052964 0.59331808 0.44654971 0.72434952 0.31917279] [ 0.67099134 0.45427027 0.53328652 0.42140664 0.33884219] [ 0.6465504 0.41970936 0.55664393 0.37233242 0.3541446 ] [ 0.43663346 0.49192079 0.38598357 0.52466898 0.44102903] [ 0.29434741 0.48151362 0.40506898 0.73281385 0.49518543] [ 0.41692057 0.59864826 0.40600253 0.6286556 0.44307469] [ 0.17530671 0.54860664 0.42591821 0.89606926 0.367594 ] [ 0.57512256 0.45540815 0.55984423 0.54217961 0.29493659] [ 0.8457625 0.40454411 0.50298198 0.21775205 0.33944979] [ 0.42994125 0.45241596 0.59402943 0.82766034 0.40060673] [ 0.27205921 0.61785811 0.36286574 0.84377898 0.50327098] [ 0.18694541 0.50507976 0.42217023 0.76156224 0.54616731] [ 0.74687691 0.49358099 0.55931754 0.36929723 0.43278747] [ 0.8155578 0.43475118 0.4132476 0.2765969 0.3258116 ] [ 0.5181112 0.58654862 0.4282202 0.67765257 0.54843444] [ 0.4861235 0.48940384 0.27529185 0.74880855 0.3685672 ] [ 0.6081912 0.47229657 0.61527186 0.36431592 0.35674099] [ 0.13173275 0.44967062 0.51116217 0.87267877 0.65981772] [ 0.51219977 0.61964137 0.43167204 0.6012068 0.39796814] [ 0.30729623 0.69729597 0.30066274 0.87897655 0.5807822 ] [ 0.31461022 0.47024716 0.52360905 0.88667154 0.55101211] [ 0.55807778 0.48080297 0.54777649 0.46334046 0.45897434] [ 0.33004939 0.51223638 0.36800996 0.74636822 0.52523976] [ 0.34226367 0.6004974 0.3611449 0.55053152 0.55143162] [ 0.58725046 0.60317418 0.44934581 0.53299054 0.39398554] [ 0.56067882 0.57223049 0.51840655 0.50070745 0.40767175] [ 0.43937789 0.43955934 0.44284139 0.47241544 0.52018492] [ 0.73934897 0.44897172 0.54225076 0.22697969 0.52571936] [ 0.38819707 0.65878937 0.47485769 0.55610492 0.51123447] [ 0.08623636 0.53815334 0.47221418 0.90285053 0.53157304] [ 0.53872783 0.67166601 0.56689233 0.63919552 0.55702961] [ 0.67148943 0.59091442 0.51726376 0.53805561 0.44623779] [ 0.38814673 0.48178463 0.45424594 0.71903462 0.4569538 ] [ 0.25350344 0.52552982 0.49254351 0.80398003 0.48504976] [ 0.22246847 0.51956079 0.62253048 0.78828563 0.57701679] [ 0.13809594 0.57623634 0.45785793 0.92098922 0.54373544] [ 0.79770009 0.35913056 0.40063227 0.2364127 0.30993103] [ 0.35825046 0.53744574 0.29689031 0.68293398 0.42974433] [ 0.89926834 0.3254776 0.63129357 0.15829868 0.4087691 ] [ 0.72373033 0.4253112 0.58420072 0.32604499 0.51329343] [ 0.41560489 0.61690408 0.38054179 0.63338104 0.47158687] [ 0.90182868 0.50622944 0.48650599 0.2424393 0.32770769] [ 0.29715274 0.40839234 0.59058147 0.72838498 0.60097943] [ 0.2190578 0.46129918 0.39603173 0.84564092 0.52479416] [ 0.55462646 0.54742453 0.58529309 0.54279584 0.41092033] [ 0.77257125 0.38530528 0.58707773 0.20810981 0.459658 ] [ 0.57039907 0.57165145 0.51919625 0.51090597 0.42618299] [ 0.42301885 0.42545054 0.41217609 0.43841696 0.43160499] [ 0.6107316 0.58034467 0.45308714 0.52510147 0.37579834] [ 0.51619122 0.5473694 0.45228765 0.66002527 0.40043428] [ 0.5362683 0.65992794 0.49194658 0.73193932 0.4027429 ] [ 0.15648818 0.46354549 0.52542627 0.7801531 0.51744806] [ 0.6629281 0.49868696 0.47077731 0.39993139 0.44272673] [ 0.16815648 0.64674434 0.44036124 0.74052078 0.47879288] [ 0.55382075 0.53104036 0.60566715 0.61779636 0.42970757] [ 0.81521101 0.39405364 0.54727599 0.21800233 0.29747367] [ 0.15046963 0.59460234 0.46604665 0.8886947 0.64345412] Progress: 14.4% ... Training loss: 0.690 ... Validation loss: 1.229[ 0.19649585 0.50032778 0.57683967 0.62631823 0.64735273] [ 0.1418955 0.57344844 0.45094625 0.87482081 0.52476723] [ 0.51749202 0.53347073 0.5221733 0.52729012 0.54323971] [ 0.65942187 0.47888565 0.43643805 0.40721091 0.3281425 ] [ 0.52424934 0.34317165 0.54653939 0.44857926 0.37765589] [ 0.55739011 0.40093358 0.73897681 0.59470758 0.38644362] [ 0.72125327 0.49149961 0.44359171 0.2322775 0.3497075 ] [ 0.81103461 0.35941413 0.41854427 0.23097086 0.2911784 ] [ 0.75567658 0.44198061 0.47179679 0.17534939 0.3384752 ] [ 0.41414241 0.44775289 0.51901582 0.58000259 0.52224878] [ 0.40388847 0.54966377 0.56517939 0.46975484 0.59825107] [ 0.25967082 0.52571284 0.50765308 0.78433229 0.5422426 ] [ 0.77670751 0.39828235 0.55069338 0.24969633 0.45123567] [ 0.7115753 0.36093597 0.58443867 0.33062194 0.47538972] [ 0.51646363 0.45048499 0.51844547 0.51137282 0.54134039] [ 0.81698856 0.42976175 0.57734419 0.24552802 0.3995402 ] [ 0.41675062 0.65894239 0.40467845 0.79558457 0.51645316] [ 0.21409191 0.37885723 0.53335422 0.89665579 0.59754702] [ 0.69673367 0.47022315 0.61751838 0.30417693 0.50121949] [ 0.1506252 0.66777506 0.42835209 0.73705882 0.47603559] [ 0.72275667 0.59407525 0.53519411 0.45594476 0.44686778] [ 0.7241547 0.34961579 0.3954414 0.34343488 0.47429426] [ 0.74875525 0.45465649 0.53813988 0.19198239 0.44710013] [ 0.61505459 0.45233546 0.54265066 0.38256622 0.48916958] [ 0.72861605 0.55965853 0.55383451 0.45063104 0.45698839] [ 0.67538225 0.48547103 0.519538 0.38698397 0.27563505] [ 0.54026655 0.32907299 0.470604 0.59172326 0.50102875] [ 0.81724205 0.7153456 0.47519992 0.48910924 0.38213552] [ 0.31368697 0.45260497 0.52644735 0.52111815 0.59897998] [ 0.14351705 0.547726 0.48751051 0.82802767 0.55463881] [ 0.22481932 0.59886551 0.52094279 0.85520211 0.60905665] [ 0.7469777 0.41210001 0.42420655 0.47294363 0.4524338 ] [ 0.54258515 0.51744902 0.42951176 0.50082878 0.50051161] [ 0.18923441 0.62081186 0.32839094 0.75648849 0.49609497] [ 0.37265843 0.49893605 0.51269605 0.5973631 0.58164251] [ 0.53452319 0.48586648 0.46041989 0.5938597 0.44485444] [ 0.33487318 0.57129543 0.50739686 0.58064502 0.46260504] [ 0.10842198 0.63146976 0.50053306 0.88334381 0.50178222] [ 0.20357935 0.55402576 0.5581555 0.72251389 0.41943146] [ 0.51285101 0.47964968 0.56165728 0.4861287 0.48856017] [ 0.31819775 0.47792065 0.61840712 0.83033397 0.45141624] [ 0.6817238 0.35722413 0.44958921 0.6066134 0.42686968] [ 0.60076218 0.43300726 0.52943438 0.73331956 0.39709753] [ 0.58671136 0.48810429 0.38032781 0.45343608 0.48143822] [ 0.30880871 0.53607398 0.47814921 0.87743988 0.41897977] [ 0.42724329 0.5248449 0.44425532 0.76352051 0.3393878 ] [ 0.12347726 0.5012771 0.494125 0.82885756 0.62948662] [ 0.79413755 0.49654276 0.4840769 0.30085486 0.42955968] [ 0.23979019 0.64292097 0.43603648 0.75189249 0.42434962] [ 0.21894353 0.4044165 0.39095323 0.77489977 0.47113307] [ 0.14637582 0.59459951 0.55219111 0.8501977 0.54635968] [ 0.1515387 0.53067885 0.34949213 0.90509499 0.41805265] [ 0.76575965 0.41314037 0.4874818 0.31580937 0.38116233] [ 0.60197759 0.51711818 0.40503848 0.44518003 0.45232496] [ 0.61884751 0.38055163 0.45963515 0.48900342 0.50345775] [ 0.14252098 0.49247404 0.45541162 0.77540673 0.53607103] [ 0.85566961 0.49834436 0.53820968 0.3649201 0.45056057] [ 0.67992325 0.37317476 0.49521033 0.31641854 0.43207703] [ 0.52141953 0.55344737 0.31755265 0.48618734 0.37489271] [ 0.42582986 0.5258976 0.50202843 0.49437983 0.5512463 ] [ 0.56175983 0.47639909 0.55190206 0.46980046 0.59383245] [ 0.69868037 0.48855237 0.60669435 0.37764058 0.39057968] [ 0.65207156 0.47973345 0.44813619 0.43536203 0.3955884 ] [ 0.1519282 0.53787237 0.57601597 0.81926344 0.57690834] [ 0.35570725 0.44881646 0.63780839 0.68137293 0.49150943] [ 0.61339407 0.36846101 0.41421782 0.48914824 0.46045673] [ 0.1784189 0.4750867 0.57389116 0.86814594 0.60822576] [ 0.42385031 0.56197657 0.57137866 0.78697964 0.4593891 ] [ 0.49090187 0.38331583 0.68373638 0.686605 0.40992134] [ 0.52460727 0.41161042 0.44643739 0.31454435 0.549825 ] [ 0.49093195 0.45983442 0.42104901 0.60686072 0.43993201] [ 0.64332633 0.46973187 0.50632158 0.65498807 0.35161177] [ 0.69994997 0.49535173 0.48640954 0.52332991 0.40548692] [ 0.44763294 0.53340183 0.43124591 0.70277124 0.45355712] [ 0.41621374 0.58802967 0.43398645 0.62679859 0.54634485] [ 0.65889253 0.55300771 0.50813027 0.45829821 0.31785398] [ 0.70262787 0.56500778 0.46798957 0.37239537 0.46891244] [ 0.79126292 0.44706211 0.53333923 0.34944989 0.31706166] [ 0.67753711 0.49272313 0.66904584 0.37030703 0.37410004] [ 0.77670751 0.39828235 0.55069338 0.24969633 0.45123567] [ 0.22628797 0.63440927 0.35726126 0.68214045 0.46583268] [ 0.49559678 0.67580696 0.46015793 0.73065562 0.45196268] [ 0.14351705 0.547726 0.48751051 0.82802767 0.55463881] [ 0.32399597 0.38572988 0.5254864 0.62406212 0.66785317] [ 0.72635339 0.35726461 0.65654217 0.35347185 0.4221387 ] [ 0.63052515 0.6020249 0.48901096 0.60900775 0.40006928] [ 0.60962309 0.45925079 0.34668035 0.43468737 0.43976916] [ 0.13118639 0.56474376 0.45843373 0.87150488 0.55925609] [ 0.41890182 0.45539018 0.45820086 0.64655929 0.29907736] [ 0.42815743 0.60160485 0.59964251 0.66244776 0.50671981] [ 0.21534659 0.52893597 0.41950496 0.61450937 0.41177702] [ 0.60625692 0.52563881 0.45054348 0.34057643 0.58299326] [ 0.14975132 0.57678138 0.48586918 0.81855004 0.61938881] [ 0.702078 0.33224249 0.5390032 0.2716663 0.4395055 ] [ 0.52350001 0.42398206 0.47018081 0.46576149 0.46652558] [ 0.65334573 0.43795558 0.33931865 0.46357605 0.3693383 ] [ 0.14221221 0.557954 0.49741239 0.81089406 0.42362624] [ 0.4890327 0.59157743 0.38057431 0.5467344 0.42726307] [ 0.6826897 0.47191356 0.52715271 0.44514652 0.44000941] [ 0.70052174 0.52178833 0.58986984 0.54769091 0.37602007] [ 0.22102146 0.60150083 0.46522212 0.89149658 0.54821411] [ 0.44483032 0.57446336 0.34052584 0.60381892 0.44659406] [ 0.45859686 0.51622223 0.48039066 0.48181053 0.41345869] [ 0.82051862 0.39357307 0.56202538 0.18820018 0.4242747 ] [ 0.33471685 0.65668085 0.377661 0.76687364 0.46582363] [ 0.30680667 0.48967136 0.58332645 0.81895195 0.48626001] [ 0.8037384 0.44678567 0.58872571 0.18347613 0.45050868] [ 0.75745293 0.33955971 0.55504001 0.27735195 0.53345723] [ 0.56974619 0.53729342 0.51246991 0.42736894 0.50564751] [ 0.60357514 0.43499682 0.5391605 0.41075431 0.31847289] [ 0.45499605 0.36262375 0.62132937 0.62881028 0.48477576] [ 0.18762678 0.57949317 0.42289591 0.80892313 0.37078648] [ 0.21143346 0.51428656 0.40381284 0.74209206 0.53525258] [ 0.37193951 0.57261792 0.40219355 0.48054966 0.53326961] [ 0.79800412 0.44964993 0.64007095 0.16480231 0.50926863] [ 0.63403182 0.48536584 0.54738448 0.43703271 0.6246834 ] [ 0.36737825 0.49269611 0.41710565 0.83765589 0.60159236] [ 0.1736674 0.55520071 0.50793073 0.87116749 0.51280021] [ 0.52160472 0.51150176 0.5039013 0.61800451 0.40353005] [ 0.65061788 0.4177779 0.44591517 0.36518083 0.46969225] [ 0.21630707 0.58092898 0.29171293 0.80160897 0.40270387] [ 0.48783815 0.44779576 0.49507993 0.50570884 0.65552402] [ 0.6691484 0.47196366 0.59650919 0.24630958 0.54181618] [ 0.25427262 0.52353596 0.50914376 0.83982474 0.513884 ] [ 0.29712807 0.50284191 0.45746258 0.77621666 0.36421935] [ 0.68083116 0.55894674 0.45707381 0.55932786 0.33327174] [ 0.18785326 0.51940115 0.5711596 0.74646594 0.64079069] [ 0.37402184 0.61972663 0.44997501 0.63426971 0.395875 ] Progress: 14.4% ... Training loss: 0.689 ... Validation loss: 1.227[ 0.24471385 0.40789237 0.41708691 0.78546614 0.40147566] [ 0.40664969 0.50131198 0.40977493 0.5960287 0.36560952] [ 0.46135378 0.42453787 0.37577792 0.55108008 0.32769169] [ 0.79520673 0.42845952 0.43368351 0.24167097 0.40232124] [ 0.16934664 0.60969566 0.45975254 0.91232211 0.46846591] [ 0.3083459 0.44310008 0.40457348 0.77814309 0.36493483] [ 0.39024657 0.57716191 0.55037435 0.62196186 0.46204267] [ 0.55764276 0.52187635 0.48852601 0.46340532 0.52148152] [ 0.77574916 0.42341042 0.48466967 0.50357819 0.37631348] [ 0.81650938 0.49985104 0.56744708 0.3334968 0.41731206] [ 0.28694411 0.43697391 0.60559561 0.72398576 0.56903942] [ 0.74829861 0.40568901 0.51399544 0.25742163 0.41348331] [ 0.79324279 0.30379256 0.59668521 0.15866405 0.35304715] [ 0.3286393 0.42045797 0.42563058 0.71631237 0.57557871] [ 0.63642369 0.55587617 0.44022377 0.31401647 0.40409857] [ 0.46056277 0.42986655 0.47642862 0.61502078 0.38044909] [ 0.44084197 0.43879327 0.63512083 0.61758425 0.51981324] [ 0.51831031 0.39224994 0.38987771 0.48454768 0.43010307] [ 0.3398719 0.53585387 0.4153678 0.63738325 0.57438063] [ 0.73349532 0.42348249 0.57663187 0.33721359 0.46827516] [ 0.37595359 0.71397026 0.43029357 0.80112562 0.53532199] [ 0.55805516 0.50168674 0.48329991 0.59491109 0.31014302] [ 0.8827108 0.36232016 0.54050657 0.149969 0.30655383] [ 0.3776925 0.61304117 0.31118536 0.65872202 0.39043199] [ 0.80495041 0.37717295 0.54848275 0.4356189 0.4165039 ] [ 0.36981808 0.36886276 0.590491 0.59929328 0.6154516 ] [ 0.39497833 0.32374827 0.56947705 0.61584788 0.39023206] [ 0.24312783 0.56088085 0.43235776 0.89994387 0.52916401] [ 0.35235189 0.33660236 0.54519447 0.72554499 0.47948017] [ 0.15466473 0.60887931 0.49900664 0.93551204 0.52721188] [ 0.56224014 0.60133109 0.37578115 0.47498076 0.36819111] [ 0.58685743 0.58342266 0.42605057 0.62900596 0.37271535] [ 0.50385138 0.40831927 0.38669439 0.55252113 0.39956466] [ 0.6360122 0.41093097 0.6265957 0.3043971 0.61654293] [ 0.3260964 0.49991914 0.6840451 0.77046219 0.44310471] [ 0.41694901 0.52005831 0.48108508 0.62111365 0.59663965] [ 0.66689949 0.41420526 0.45886682 0.38907655 0.36331605] [ 0.52046607 0.59643355 0.31657454 0.6139927 0.33175821] [ 0.25978717 0.63310073 0.52979061 0.70894219 0.48823132] [ 0.31993098 0.48142101 0.53322337 0.67969169 0.59052216] [ 0.47547735 0.58901853 0.48750186 0.65194228 0.40877983] [ 0.39565616 0.47350481 0.5475443 0.52058397 0.64071954] [ 0.50232504 0.43965283 0.51541065 0.48370545 0.50038167] [ 0.82601904 0.35341434 0.71337456 0.14152789 0.44019268] [ 0.60149889 0.47544266 0.46809134 0.45009766 0.40528457] [ 0.64114114 0.48844758 0.55445056 0.38232641 0.35809101] [ 0.66550371 0.47905283 0.45549572 0.34408572 0.40887693] [ 0.53134893 0.54423079 0.39573929 0.58320964 0.49640901] [ 0.80030153 0.32911504 0.56593207 0.17413598 0.38785065] [ 0.48037793 0.42895686 0.42401092 0.82570329 0.41623304] [ 0.09201107 0.52475296 0.54168533 0.78960794 0.45292588] [ 0.83361454 0.40299488 0.44925215 0.34762735 0.50487983] [ 0.10005912 0.62161495 0.51707795 0.93804599 0.59958056] [ 0.60924728 0.47158949 0.55209771 0.41092771 0.41490411] [ 0.70707278 0.31645373 0.47293084 0.38308574 0.37166225] [ 0.22562694 0.59943931 0.40762496 0.91277616 0.53747725] [ 0.82407803 0.46254115 0.53019048 0.36144706 0.42039425] [ 0.39359313 0.53698151 0.53291294 0.70414406 0.45838043] [ 0.09131255 0.51436857 0.5002865 0.90163051 0.47831908] [ 0.83258288 0.35977928 0.53426476 0.23498521 0.47584032] [ 0.38268652 0.55041459 0.4051693 0.75687971 0.5607821 ] [ 0.46180437 0.39492457 0.39935612 0.50011057 0.46964531] [ 0.45017212 0.47548013 0.38341723 0.64835801 0.51665 ] [ 0.5829196 0.68210011 0.44839488 0.54582255 0.38180791] [ 0.64995579 0.3821427 0.56223081 0.34530143 0.3502029 ] [ 0.1711832 0.45980112 0.4880013 0.8609184 0.57530716] [ 0.72935084 0.46394215 0.32018477 0.35784754 0.36688355] [ 0.63585195 0.43833 0.6450603 0.30658222 0.55704216] [ 0.42409904 0.60475136 0.49551672 0.60599491 0.39089219] [ 0.35569118 0.53091132 0.5736043 0.76053146 0.4947117 ] [ 0.84587604 0.37640909 0.60013802 0.23441985 0.44656635] [ 0.86305014 0.34274201 0.65874931 0.24267583 0.42910918] [ 0.24630934 0.61676999 0.38209199 0.88688866 0.41587768] [ 0.5576653 0.61749661 0.4023103 0.41009431 0.52926219] [ 0.85979908 0.3462117 0.43937706 0.11219075 0.25947226] [ 0.61794803 0.26196566 0.56757925 0.23888769 0.58458097] [ 0.63193028 0.61625101 0.41781187 0.44554946 0.30390072] [ 0.50712546 0.53245407 0.4268962 0.65054842 0.56850517] [ 0.31479275 0.49625445 0.48685027 0.55236924 0.42152114] [ 0.67193736 0.57779418 0.39603963 0.43551967 0.3827553 ] [ 0.7534461 0.5519402 0.30497511 0.55183154 0.34260367] [ 0.33814428 0.55473443 0.4775106 0.70504139 0.58872333] [ 0.56868074 0.57101358 0.48362931 0.44540445 0.38195254] [ 0.32892036 0.55378576 0.53860856 0.73653979 0.59831723] [ 0.63298637 0.50186816 0.4262296 0.54928607 0.36947899] [ 0.37603752 0.60647958 0.47492106 0.65531334 0.53911636] [ 0.71688125 0.58361262 0.51294436 0.46384034 0.44015167] [ 0.47093491 0.37495043 0.55409044 0.53787429 0.32022355] [ 0.6251912 0.43842865 0.42658728 0.43494857 0.45437844] [ 0.4473423 0.51080399 0.45990492 0.68786543 0.34718171] [ 0.50712546 0.53245407 0.4268962 0.65054842 0.56850517] [ 0.62117466 0.37386876 0.6472823 0.40320708 0.43243343] [ 0.50595615 0.51575753 0.51551318 0.5561687 0.60610622] [ 0.61326299 0.23222781 0.5386744 0.4455242 0.39959998] [ 0.62286515 0.54009533 0.44815976 0.3574133 0.49272466] [ 0.79044025 0.48427254 0.50893396 0.19455697 0.36685597] [ 0.42800136 0.62815195 0.39147742 0.68084569 0.55565632] [ 0.6370638 0.52709627 0.42261143 0.38590837 0.4579644 ] [ 0.40859977 0.56292901 0.47396672 0.61799075 0.42065661] [ 0.81071394 0.46713794 0.43497183 0.32735129 0.27585902] [ 0.21268812 0.52805785 0.41070302 0.74190313 0.54511709] [ 0.39659144 0.62457358 0.3936561 0.70386641 0.37364145] [ 0.59565076 0.60115439 0.50203895 0.45048446 0.38644436] [ 0.54153127 0.65518754 0.50759263 0.50433426 0.6273041 ] [ 0.5322481 0.39874202 0.48811775 0.34913552 0.38501917] [ 0.69754845 0.40889126 0.60060623 0.2529164 0.49796467] [ 0.22912863 0.50806228 0.61504101 0.74179779 0.52793286] [ 0.1693804 0.56389138 0.47088637 0.83944445 0.50169012] [ 0.60351117 0.5744371 0.49706708 0.54984588 0.43744492] [ 0.51117764 0.40174914 0.47694104 0.70158107 0.31638119] [ 0.17196215 0.62798185 0.52165465 0.92828933 0.55080994] [ 0.50241176 0.35468632 0.45817368 0.48998965 0.37696596] [ 0.68834725 0.45516915 0.58461276 0.2951766 0.46438765] [ 0.77003947 0.37136213 0.40448029 0.2204791 0.34905683] [ 0.24470303 0.68009577 0.42359048 0.83331308 0.55392147] [ 0.37851204 0.42762455 0.52117783 0.64800362 0.52823189] [ 0.47665035 0.55198343 0.51270868 0.57349248 0.380291 ] [ 0.52925731 0.48865466 0.51812198 0.40404017 0.40844659] [ 0.61906568 0.52133861 0.5518514 0.49091605 0.47639956] [ 0.59857949 0.5325736 0.51266494 0.44075639 0.46514241] [ 0.57513347 0.62196157 0.43786477 0.60502251 0.35767123] [ 0.48501246 0.56905446 0.39753032 0.58581111 0.29446061] [ 0.46384635 0.56334558 0.48663059 0.63339719 0.56491139] [ 0.38783437 0.51465087 0.43320345 0.62089424 0.38959017] [ 0.37871205 0.53088127 0.36164439 0.49761474 0.49591113] [ 0.37678349 0.53637266 0.51009096 0.78452226 0.46814853] [ 0.75596128 0.31905371 0.57746736 0.34610792 0.36740733] [ 0.18507169 0.6324814 0.45867312 0.74853394 0.4735391 ] Progress: 14.5% ... Training loss: 0.689 ... Validation loss: 1.225[ 0.62760615 0.39782812 0.5542734 0.46715248 0.50166896] [ 0.24796256 0.56238682 0.55114689 0.83968316 0.4382288 ] [ 0.59265857 0.50051027 0.5265683 0.49312327 0.53044527] [ 0.18160141 0.57833458 0.41820948 0.82292446 0.41388593] [ 0.71960392 0.40205165 0.41967744 0.23604501 0.31769192] [ 0.36419932 0.39544383 0.46530067 0.74265864 0.35888643] [ 0.68370443 0.55109524 0.49915643 0.49714779 0.42185252] [ 0.08310364 0.54380723 0.49357936 0.90896879 0.56943445] [ 0.43046183 0.52068017 0.57329462 0.67090416 0.59983001] [ 0.723843 0.42891194 0.34362155 0.29959388 0.3044909 ] [ 0.28746656 0.55365738 0.57079618 0.78360639 0.535943 ] [ 0.4691494 0.60232794 0.28155088 0.76951218 0.357195 ] [ 0.14923706 0.51645216 0.48382665 0.80568901 0.57809291] [ 0.48954702 0.50341201 0.40296652 0.76989733 0.27940639] [ 0.466764 0.43896174 0.53548003 0.64683307 0.4665333 ] [ 0.6879336 0.48575932 0.43429168 0.34232793 0.4163476 ] [ 0.8959279 0.3826802 0.48507482 0.23743397 0.29522858] [ 0.37374462 0.39354626 0.47333013 0.66944201 0.39652525] [ 0.700233 0.52308181 0.43034028 0.43633412 0.37198925] [ 0.8150914 0.37686384 0.5801439 0.28457752 0.3581638 ] [ 0.69335635 0.47836388 0.61819585 0.41836099 0.38335986] [ 0.12016824 0.50086481 0.43406102 0.92077755 0.48961808] [ 0.87473029 0.46071498 0.53374388 0.29995708 0.33397997] [ 0.27282533 0.53193284 0.440629 0.79711053 0.4344299 ] [ 0.16694875 0.67023326 0.34509035 0.83179616 0.44458379] [ 0.61229272 0.52781589 0.47930245 0.48853044 0.4086255 ] [ 0.40848521 0.62579915 0.47857678 0.53360166 0.45321963] [ 0.48306422 0.42588839 0.47502513 0.68700993 0.32073611] [ 0.76972928 0.60993122 0.55056487 0.43277941 0.40837282] [ 0.54246884 0.49114314 0.5063162 0.62535923 0.38484379] [ 0.47032952 0.59959967 0.5602203 0.54767664 0.45126448] [ 0.56867785 0.57333317 0.44003808 0.546982 0.37899013] [ 0.50655377 0.37291596 0.51128388 0.68172884 0.34126167] [ 0.39951208 0.5414553 0.58526476 0.6236139 0.49934641] [ 0.64212667 0.59330327 0.48062255 0.53517368 0.43773828] [ 0.70520305 0.51934436 0.57186983 0.36255999 0.41370746] [ 0.2547286 0.53501193 0.49539856 0.81807849 0.3908492 ] [ 0.60428902 0.38695859 0.58378362 0.25778034 0.56372041] [ 0.45264506 0.46025584 0.33362849 0.64138093 0.58902224] [ 0.34827194 0.606749 0.30864889 0.58158276 0.40385059] [ 0.29323156 0.56942654 0.47618161 0.72382793 0.44816661] [ 0.25351846 0.43116235 0.46176102 0.85257883 0.50243191] [ 0.61449819 0.4525988 0.54254677 0.38292687 0.48927 ] [ 0.8112188 0.45879769 0.55245878 0.21182227 0.41554069] [ 0.68142516 0.48416011 0.47711325 0.22385706 0.46534278] [ 0.47071573 0.70173627 0.35145569 0.72650868 0.47222807] [ 0.83204674 0.38552544 0.48237585 0.26012674 0.33112801] [ 0.27121094 0.5330007 0.35518977 0.75050319 0.51338779] [ 0.59359883 0.46322245 0.40473759 0.70027845 0.51738045] [ 0.3319623 0.63202421 0.35318162 0.74050802 0.43089093] [ 0.15988447 0.5431519 0.48293046 0.77820963 0.45801937] [ 0.74159956 0.40450755 0.54814669 0.27467044 0.52165322] [ 0.75864328 0.33854572 0.46892751 0.33632234 0.50118341] [ 0.3748962 0.57692782 0.41031902 0.60158178 0.38140701] [ 0.10394751 0.60533079 0.49572094 0.91453081 0.54348388] [ 0.79496981 0.39319938 0.50845837 0.27456259 0.38635052] [ 0.67690048 0.44634422 0.53683927 0.43397812 0.43104155] [ 0.71321379 0.4340426 0.38135276 0.36131849 0.33277523] [ 0.261692 0.62981387 0.42992608 0.72894622 0.52730691] [ 0.38122899 0.40509009 0.65340812 0.6544557 0.34617134] [ 0.31600676 0.43556955 0.45671729 0.67850574 0.4102094 ] [ 0.23774246 0.54029518 0.55626133 0.7552411 0.50505581] [ 0.70669054 0.45855568 0.39922898 0.52608855 0.4989663 ] [ 0.39590841 0.53775456 0.59387152 0.58154243 0.51849788] [ 0.17244494 0.57435965 0.35341392 0.83440614 0.55809239] [ 0.48322416 0.46122827 0.42689894 0.54234871 0.43029925] [ 0.80441082 0.40899199 0.55085747 0.19138446 0.44771002] [ 0.57324494 0.48191581 0.44976442 0.48854453 0.46723408] [ 0.42501577 0.56348396 0.57828265 0.55431567 0.56165928] [ 0.46996694 0.58859638 0.44265958 0.68893491 0.35237826] [ 0.3586368 0.5703711 0.45669938 0.74318558 0.54984749] [ 0.64601499 0.48879147 0.40796 0.37434878 0.39312991] [ 0.2207724 0.49368163 0.52985593 0.70288868 0.45473559] [ 0.6240681 0.46141692 0.57507913 0.23744777 0.54942855] [ 0.39732723 0.44301165 0.5466242 0.47557953 0.53939796] [ 0.38242103 0.51623014 0.41491611 0.6451344 0.43449941] [ 0.35027433 0.4718824 0.49814924 0.46769479 0.49807558] [ 0.74956424 0.43880327 0.4904723 0.37709267 0.34043308] [ 0.7222916 0.56824985 0.50000787 0.37708139 0.42401117] [ 0.52352077 0.38816296 0.56436985 0.64861405 0.45036826] [ 0.08535721 0.65215526 0.36593632 0.90925216 0.56797059] [ 0.27992221 0.54728509 0.52378492 0.83852138 0.47099242] [ 0.35023943 0.46130615 0.53454293 0.82997129 0.47573622] [ 0.36469431 0.64030036 0.51998917 0.66449524 0.50491037] [ 0.7376573 0.36096669 0.68331282 0.42425147 0.34883582] [ 0.28605438 0.39819844 0.5645603 0.67559827 0.40790846] [ 0.40017029 0.48478736 0.59064138 0.36555942 0.68757628] [ 0.36068507 0.60378797 0.42252882 0.66055564 0.39234533] [ 0.81048427 0.32680399 0.44706917 0.33014912 0.37867372] [ 0.60963031 0.40848477 0.67257184 0.54770213 0.43790842] [ 0.15517491 0.5841449 0.53730414 0.83686726 0.45267847] [ 0.57995159 0.40964277 0.59424884 0.33957871 0.51551341] [ 0.33581315 0.53672833 0.39424666 0.86302666 0.35260686] [ 0.51128228 0.41666475 0.5271584 0.56278451 0.40630991] [ 0.65019006 0.38235031 0.61255529 0.29306818 0.45452555] [ 0.38109615 0.48730913 0.49363161 0.65048492 0.5175647 ] [ 0.38386768 0.43270072 0.64301938 0.67480351 0.38553629] [ 0.67059365 0.4479471 0.52131822 0.39364872 0.48077896] [ 0.70471617 0.45407708 0.48933166 0.28928988 0.44939654] [ 0.85767935 0.34266949 0.42234096 0.15657559 0.30555242] [ 0.55518276 0.54611454 0.53216787 0.36309708 0.6109336 ] [ 0.3041673 0.52902357 0.48938364 0.88499419 0.43704083] [ 0.56299576 0.48440291 0.62895689 0.35910404 0.41710057] [ 0.83788453 0.4694953 0.45371013 0.28050326 0.33625482] [ 0.50168105 0.40991287 0.65285966 0.72316481 0.42975263] [ 0.74739568 0.38792127 0.36260851 0.38407888 0.3292704 ] [ 0.62440734 0.43049952 0.59223373 0.49315755 0.42840289] [ 0.79640445 0.50848341 0.43401895 0.27232641 0.4213732 ] [ 0.42021637 0.60335237 0.36746909 0.74879025 0.38564368] [ 0.49035909 0.51841894 0.41471519 0.69927179 0.49395598] [ 0.5621018 0.42599964 0.56297017 0.49457815 0.37407153] [ 0.54495329 0.44001063 0.59349842 0.68300534 0.40389418] [ 0.72498699 0.45510337 0.64053733 0.31890445 0.42493983] [ 0.79341795 0.32550237 0.54222896 0.31893955 0.24546855] [ 0.34264512 0.5626793 0.34681531 0.81059715 0.37808022] [ 0.75499066 0.42802507 0.53059155 0.32914454 0.47967719] [ 0.5466154 0.47635191 0.52311723 0.46654 0.54044868] [ 0.45274799 0.52260546 0.4158436 0.69630298 0.47743651] [ 0.77634289 0.38318071 0.55376228 0.35122223 0.35149574] [ 0.27027691 0.63168776 0.46170065 0.74142946 0.35988463] [ 0.52689796 0.4598443 0.5277393 0.42315827 0.46914088] [ 0.36377591 0.54679267 0.54206374 0.81357174 0.50976807] [ 0.86017291 0.34948931 0.51548666 0.15875063 0.35702939] [ 0.53684552 0.44776086 0.43775186 0.50558388 0.42363723] [ 0.72147608 0.47953103 0.47858585 0.43304794 0.37692975] [ 0.60242592 0.60674777 0.51487216 0.52154282 0.58992445] [ 0.62349568 0.58226717 0.38211235 0.51808463 0.31915294] [ 0.53061394 0.31668439 0.42262921 0.44359316 0.43444535] Progress: 14.6% ... Training loss: 0.689 ... Validation loss: 1.232[ 0.60586569 0.48093604 0.57804516 0.47869412 0.5753032 ] [ 0.51693769 0.43357546 0.38769881 0.69955222 0.51639094] [ 0.53409069 0.57431286 0.4574583 0.55319681 0.52039216] [ 0.73584578 0.42756117 0.53216058 0.20852088 0.46898542] [ 0.32683946 0.51438325 0.53310042 0.61831475 0.39411791] [ 0.79729679 0.52731033 0.50040732 0.4052922 0.46684333] [ 0.49268443 0.60677755 0.52421553 0.63801205 0.58133642] [ 0.49254542 0.58846874 0.4708159 0.52928541 0.49644929] [ 0.6381688 0.39840871 0.53886434 0.41706821 0.51726075] [ 0.40537317 0.57106016 0.3121574 0.70769933 0.36825502] [ 0.75138061 0.31178024 0.66850885 0.21305653 0.43720321] [ 0.26821818 0.60810712 0.44213528 0.74390369 0.4818596 ] [ 0.61196969 0.45908315 0.46743604 0.37557919 0.43493377] [ 0.85119453 0.37848308 0.56863219 0.19531179 0.38188102] [ 0.49043489 0.49529004 0.54968175 0.36528741 0.57638192] [ 0.87255806 0.38340216 0.51089745 0.10072605 0.31396557] [ 0.68260026 0.35681771 0.44976437 0.60597161 0.42668736] [ 0.46264969 0.5944 0.29581248 0.43988755 0.45983189] [ 0.70284672 0.33326083 0.54958336 0.21631566 0.51694125] [ 0.58008911 0.64578077 0.37155112 0.7277551 0.3127122 ] [ 0.69033549 0.47439928 0.53104573 0.39275428 0.46161038] [ 0.36104337 0.63329152 0.54917101 0.78753414 0.5078957 ] [ 0.38137324 0.50332556 0.45491387 0.77191393 0.45244361] [ 0.58016154 0.49850029 0.42007691 0.58604901 0.37556463] [ 0.784574 0.46500326 0.61662489 0.41836095 0.3666219 ] [ 0.67766849 0.46887459 0.51710043 0.1814344 0.51285168] [ 0.63485849 0.40672556 0.50140757 0.40273353 0.3738642 ] [ 0.78807041 0.42084431 0.36768173 0.3578163 0.35792821] [ 0.51553448 0.42694209 0.54015473 0.73592354 0.42582979] [ 0.71898401 0.48062213 0.39882638 0.4802013 0.32226411] [ 0.10416348 0.60528718 0.49573566 0.91447074 0.54348797] [ 0.38075574 0.36781413 0.55297419 0.72291426 0.45806173] [ 0.63679654 0.36454839 0.63074496 0.26553196 0.59572908] [ 0.36497397 0.57627865 0.42386652 0.71087648 0.40343379] [ 0.84345554 0.38535397 0.43942652 0.30490284 0.36174531] [ 0.58079501 0.64205167 0.39766039 0.51725228 0.37161383] [ 0.13089654 0.55854864 0.35639388 0.87542969 0.43395155] [ 0.33392051 0.54811483 0.59708514 0.68372949 0.57990558] [ 0.79094646 0.50243628 0.39663564 0.3174125 0.33146296] [ 0.57281921 0.66220148 0.36207195 0.58388549 0.4735424 ] [ 0.12572539 0.55394436 0.41721023 0.8984628 0.51792569] [ 0.69538995 0.53786162 0.50595386 0.46019656 0.3625559 ] [ 0.72968644 0.55391642 0.5246324 0.56676968 0.32779701] [ 0.58166832 0.3654194 0.59760586 0.51939457 0.42720009] [ 0.79520321 0.39302667 0.50852964 0.27436468 0.38627802] [ 0.32688285 0.50051637 0.56320965 0.63241535 0.46712196] [ 0.62815073 0.45627064 0.39350964 0.6362619 0.46748226] [ 0.33369426 0.51054812 0.51733862 0.62701436 0.61134952] [ 0.11143326 0.61285389 0.40784309 0.87850496 0.46250393] [ 0.31739654 0.69651943 0.452667 0.7778913 0.61050327] [ 0.61779804 0.35025871 0.49375918 0.7105788 0.3827322 ] [ 0.78443608 0.31514917 0.59011681 0.21075624 0.43288989] [ 0.56784199 0.45174116 0.5600587 0.45919874 0.5011539 ] [ 0.13567493 0.59269321 0.42371058 0.86269435 0.40595906] [ 0.45139625 0.51490452 0.39035973 0.78827124 0.32386154] [ 0.69943155 0.51213837 0.4205371 0.44557632 0.39144158] [ 0.38619505 0.43315327 0.4977805 0.57966794 0.5032175 ] [ 0.35012376 0.49671895 0.41853263 0.76533094 0.37014283] [ 0.55126037 0.62947711 0.45585219 0.67643746 0.41750735] [ 0.43772904 0.50970409 0.52626807 0.5782265 0.35650821] [ 0.88916392 0.34775286 0.29544524 0.25524709 0.26175527] [ 0.57917342 0.43479655 0.52989283 0.595366 0.4035115 ] [ 0.54759634 0.43559906 0.56083822 0.38454264 0.60654765] [ 0.2575614 0.5997524 0.37453026 0.85053418 0.46791081] [ 0.79101385 0.27066335 0.51143792 0.28850297 0.43128404] [ 0.363562 0.56798458 0.36256513 0.58747127 0.53453642] [ 0.74779367 0.42120161 0.38760739 0.40378991 0.31710916] [ 0.59533392 0.58062316 0.4782606 0.32326629 0.50166384] [ 0.62852435 0.43565496 0.44990759 0.46884407 0.40918335] [ 0.14110543 0.66731388 0.42115911 0.81330595 0.64860948] [ 0.66444738 0.50561857 0.41203209 0.42727551 0.31544592] [ 0.43003738 0.61588572 0.45734842 0.64116992 0.46500022] [ 0.65554106 0.40628419 0.49703852 0.47247785 0.42961014] [ 0.67210477 0.44629461 0.51323927 0.4909534 0.43056298] [ 0.59309229 0.52351319 0.36290959 0.42851717 0.39577387] [ 0.59299881 0.4917916 0.56275778 0.4515752 0.61325802] [ 0.70235541 0.62372688 0.31635613 0.6736478 0.40260038] [ 0.65278446 0.59744768 0.47371478 0.34057195 0.40668859] [ 0.45811988 0.58831698 0.38951909 0.59226312 0.45529752] [ 0.36959757 0.4611839 0.5326925 0.76517129 0.48053614] [ 0.48082368 0.35977281 0.60339936 0.56842736 0.37213117] [ 0.53197192 0.48722896 0.42307461 0.42752719 0.36059619] [ 0.54240237 0.58815945 0.36131891 0.52813042 0.39048055] [ 0.12516237 0.56455292 0.33915777 0.92640252 0.59126475] [ 0.77856963 0.3437947 0.45136437 0.20029738 0.31641521] [ 0.37797485 0.4776246 0.5477218 0.41842047 0.61986039] [ 0.51093507 0.52166727 0.44154923 0.49711268 0.43656045] [ 0.60092199 0.30481959 0.58832167 0.36859775 0.64702035] [ 0.26717945 0.46855008 0.43118179 0.7376069 0.53429375] [ 0.69453704 0.47037566 0.59280837 0.51265974 0.40409243] [ 0.11098128 0.5927832 0.41154657 0.86936811 0.46706476] [ 0.29729341 0.67250803 0.34615195 0.76550054 0.55260058] [ 0.58429858 0.52333313 0.48693317 0.38600138 0.58591468] [ 0.79641941 0.40655126 0.48183759 0.24876298 0.35973684] [ 0.41381249 0.54295384 0.52935597 0.53761864 0.38962393] [ 0.67863289 0.44133356 0.51239405 0.40950093 0.39021284] [ 0.32988517 0.49293435 0.56504304 0.80254338 0.4335187 ] [ 0.69395294 0.52370635 0.4551601 0.40636934 0.40881426] [ 0.40545229 0.41856414 0.41685946 0.79822989 0.35929628] [ 0.44728088 0.62888605 0.37964119 0.75300595 0.56276629] [ 0.49581177 0.39883805 0.6109568 0.5867311 0.33720848] [ 0.43570489 0.52152712 0.49973942 0.72385748 0.47634533] [ 0.35668627 0.60734552 0.38481496 0.71212533 0.47331116] [ 0.30673254 0.44746674 0.47785347 0.73663714 0.40971549] [ 0.27777813 0.56602724 0.43113563 0.80798831 0.4822577 ] [ 0.65593298 0.47535182 0.54536323 0.54401816 0.41313752] [ 0.42509345 0.57253547 0.36308772 0.67697487 0.35218746] [ 0.34445656 0.4960244 0.45606793 0.58244659 0.61728651] [ 0.22585507 0.61545946 0.41114937 0.55778201 0.55144401] [ 0.34848893 0.499276 0.41477418 0.52962664 0.42014662] [ 0.66126839 0.58743292 0.41834088 0.35388278 0.47381959] [ 0.32078531 0.52626867 0.399466 0.66579339 0.4405263 ] [ 0.7179648 0.43200337 0.58656598 0.30784112 0.44169945] [ 0.40007358 0.5765127 0.3311513 0.52045477 0.38948134] [ 0.16512844 0.57275416 0.39278146 0.85994357 0.53903981] [ 0.49799348 0.49723605 0.40608573 0.48185249 0.30888189] [ 0.39022718 0.44605665 0.5113593 0.78819994 0.50724076] [ 0.77275837 0.45106553 0.60063559 0.38659096 0.51677899] [ 0.71322218 0.52915159 0.46073301 0.56935968 0.37249096] [ 0.52483683 0.553404 0.50779054 0.46390649 0.42172118] [ 0.7580221 0.3274669 0.46570833 0.33503792 0.47477859] [ 0.58639406 0.51583977 0.55356078 0.47898029 0.43132112] [ 0.14596203 0.52958871 0.51514404 0.92724014 0.59042544] [ 0.62996039 0.3809782 0.54685864 0.39362159 0.44422937] [ 0.56848157 0.42458099 0.50357831 0.67391156 0.35882207] [ 0.4105275 0.3813594 0.56828344 0.47692885 0.50419178] [ 0.45229653 0.35633096 0.61250535 0.73635962 0.47938792] [ 0.45979362 0.48898392 0.56945024 0.71476707 0.34093804] Progress: 14.6% ... Training loss: 0.688 ... Validation loss: 1.231[ 0.76869746 0.3624772 0.54034135 0.14948286 0.46509365] [ 0.52941872 0.75154217 0.39428244 0.78473864 0.48650078] [ 0.33116593 0.58404773 0.51880374 0.65248998 0.54539931] [ 0.81650381 0.45186224 0.39604893 0.36246315 0.33965299] [ 0.21047876 0.49377586 0.55217444 0.74133748 0.47953993] [ 0.76445866 0.51750389 0.5011869 0.33446518 0.47594655] [ 0.77401594 0.37167673 0.47752859 0.30375202 0.32462721] [ 0.58558023 0.5028029 0.49913829 0.5685519 0.4719714 ] [ 0.6059384 0.63660417 0.59432612 0.44581842 0.49723753] [ 0.7057445 0.57956455 0.45359737 0.35057161 0.40603476] [ 0.76736599 0.41784152 0.4784462 0.37906139 0.43813552] [ 0.70370354 0.5402328 0.480202 0.45735039 0.38687733] [ 0.27501028 0.44360416 0.51672096 0.76499293 0.44557904] [ 0.50550021 0.38581449 0.51048604 0.59879821 0.4644541 ] [ 0.55566518 0.49189402 0.43024586 0.48694519 0.58395203] [ 0.15914551 0.63145072 0.46171488 0.78362628 0.536158 ] [ 0.60516463 0.57389685 0.49727721 0.54901221 0.43723927] [ 0.63176382 0.60166731 0.4891629 0.60834121 0.39991824] [ 0.14250442 0.63178031 0.35622296 0.82547322 0.45462618] [ 0.38107711 0.52420002 0.47625989 0.54233551 0.61032439] [ 0.75040778 0.34775489 0.53535064 0.25930412 0.33756931] [ 0.36291778 0.57526991 0.55102618 0.61653759 0.56082005] [ 0.35362228 0.47518038 0.61418385 0.80293682 0.42423608] [ 0.27959995 0.54954263 0.44102326 0.72763139 0.64270255] [ 0.44252442 0.55072564 0.44561291 0.61353172 0.51834882] [ 0.47241991 0.44087587 0.4962777 0.41085435 0.6719411 ] [ 0.52767682 0.59853891 0.36403497 0.59702488 0.3561117 ] [ 0.47479714 0.49571384 0.45677903 0.45119137 0.36873197] [ 0.60376571 0.35078355 0.69153781 0.49057964 0.42112693] [ 0.59196825 0.59282358 0.50682928 0.43198005 0.52882921] [ 0.28677457 0.61751134 0.47348676 0.7187931 0.50339157] [ 0.38335787 0.46834651 0.46258322 0.75443253 0.41699851] [ 0.15667706 0.53837895 0.59298366 0.85116404 0.52354025] [ 0.43272725 0.40649585 0.58338135 0.38424032 0.51207725] [ 0.31960239 0.47784391 0.61842935 0.8301285 0.45139601] [ 0.50246537 0.40499246 0.63693618 0.75180898 0.39418317] [ 0.66783689 0.46514506 0.34727955 0.46895207 0.28101049] [ 0.52787052 0.40213395 0.61706157 0.5540593 0.49741632] [ 0.58025153 0.43324225 0.3699906 0.38201047 0.42235116] [ 0.78256669 0.45739128 0.41895534 0.45065925 0.39699749] [ 0.63020674 0.49313763 0.55966321 0.48920272 0.55596247] [ 0.45668229 0.47299691 0.47767107 0.72085123 0.31265448] [ 0.86950058 0.40999198 0.28729058 0.27880266 0.29664794] [ 0.69497937 0.5317569 0.42122563 0.44720006 0.32108376] [ 0.16898573 0.41517857 0.43058908 0.88986125 0.56947583] [ 0.49423652 0.69596545 0.35638824 0.6873764 0.47549076] [ 0.5707729 0.52783026 0.25925875 0.62205914 0.37795652] [ 0.6763748 0.46412376 0.57438079 0.33834951 0.49520763] [ 0.68421591 0.33038604 0.47888921 0.3487493 0.45978504] [ 0.41714717 0.56869648 0.46798316 0.60372593 0.44088752] [ 0.29775066 0.60288214 0.4096661 0.60924998 0.3816837 ] [ 0.21431558 0.52003398 0.45360058 0.70748751 0.54457483] [ 0.59066441 0.52643367 0.34688866 0.50943532 0.27858389] [ 0.42066447 0.48691279 0.51957 0.5946264 0.50304513] [ 0.32918281 0.48163951 0.42432248 0.79551594 0.52533621] [ 0.18808589 0.45307194 0.44114313 0.92578565 0.52771223] [ 0.3073041 0.53637115 0.37814769 0.64050337 0.51988024] [ 0.38760204 0.59016041 0.45678877 0.70570143 0.5541889 ] [ 0.36904574 0.5878063 0.44136176 0.79083034 0.58989163] [ 0.46703617 0.43881196 0.53693179 0.62257236 0.45213538] [ 0.78172295 0.33906281 0.65991574 0.27322806 0.43561231] [ 0.48826051 0.58042746 0.41775359 0.65819728 0.34455245] [ 0.26242948 0.52690213 0.59697537 0.78143925 0.57120976] [ 0.13612665 0.59941221 0.40296418 0.90418977 0.39545491] [ 0.80665615 0.3514138 0.55528152 0.22285433 0.22919944] [ 0.84768461 0.38995736 0.53987041 0.25535293 0.36408338] [ 0.63792187 0.40386984 0.48690416 0.50780299 0.38639292] [ 0.84523642 0.40049734 0.59743802 0.18228804 0.3742005 ] [ 0.17115296 0.67137283 0.3297278 0.88354271 0.42145644] [ 0.52083231 0.55385232 0.31741124 0.48644947 0.37504903] [ 0.71475255 0.52422462 0.45950891 0.34123172 0.39580183] [ 0.49154629 0.43843156 0.51355723 0.4331272 0.60990627] [ 0.40328573 0.50970634 0.45868331 0.78860454 0.4023174 ] [ 0.22808637 0.44808626 0.40338678 0.87385113 0.49115363] [ 0.73256688 0.55736798 0.62299301 0.46981102 0.37834869] [ 0.31992421 0.59828486 0.44267514 0.68488251 0.38706996] [ 0.571471 0.44891232 0.57032913 0.72285722 0.41128401] [ 0.80251675 0.42625054 0.40152003 0.37143754 0.31613396] [ 0.79557798 0.3779949 0.63484016 0.19843608 0.3898319 ] [ 0.12530515 0.58242254 0.45267587 0.79059085 0.60120727] [ 0.53473164 0.55343561 0.44085674 0.57422591 0.51533159] [ 0.8470069 0.4974799 0.43279627 0.24703541 0.27381478] [ 0.68086174 0.33372964 0.60925086 0.2776463 0.45393027] [ 0.40229672 0.52093642 0.49597202 0.82654936 0.41667404] [ 0.31654676 0.38002374 0.52933533 0.762584 0.69180171] [ 0.25503337 0.53522592 0.49531093 0.81814217 0.39094968] [ 0.37233588 0.51518976 0.42733802 0.72353179 0.53349713] [ 0.65560007 0.50609956 0.50690629 0.52443945 0.40173925] [ 0.87790765 0.39034699 0.47897044 0.2596976 0.25789541] [ 0.21711071 0.44289619 0.43556385 0.81706225 0.45528739] [ 0.30198578 0.48636088 0.47750694 0.62101791 0.62767043] [ 0.75157088 0.50379791 0.61187793 0.42930828 0.33381568] [ 0.438531 0.59289929 0.41250379 0.59974234 0.34036526] [ 0.59821989 0.57173102 0.43001138 0.46340479 0.36288129] [ 0.53306937 0.47698166 0.4989911 0.23634935 0.46238537] [ 0.24608482 0.46744234 0.46678821 0.56563317 0.54402799] [ 0.33109565 0.57050883 0.48741363 0.62897487 0.56028516] [ 0.7344111 0.43688159 0.41984966 0.34218642 0.31145665] [ 0.58795066 0.59934816 0.35981387 0.62575809 0.40993993] [ 0.40923238 0.55635027 0.43387692 0.76420995 0.42794656] [ 0.7817902 0.19964315 0.48264005 0.22963126 0.44606349] [ 0.83849328 0.44380662 0.50042585 0.23618904 0.34949877] [ 0.28375737 0.46989727 0.48015585 0.79724702 0.48335975] [ 0.75207442 0.44485058 0.62948239 0.30044821 0.48353563] [ 0.27722392 0.63740963 0.42122979 0.70972281 0.43356637] [ 0.45822929 0.46167985 0.48098354 0.71827456 0.31832022] [ 0.32074843 0.52645631 0.39938976 0.66586119 0.44060521] [ 0.5823329 0.49829816 0.46181758 0.47185362 0.4396588 ] [ 0.19343035 0.54345965 0.59287886 0.82171278 0.65858733] [ 0.74429445 0.40143048 0.33297234 0.43908414 0.38493026] [ 0.59749229 0.52682433 0.45462489 0.45857125 0.39102412] [ 0.46468476 0.60781606 0.6341258 0.6570594 0.49082773] [ 0.63842963 0.38192435 0.54909119 0.40713634 0.35026221] [ 0.46655797 0.54328483 0.51406878 0.60858801 0.50944716] [ 0.76264367 0.48178693 0.46884215 0.32470235 0.40931449] [ 0.78765868 0.33495265 0.53637273 0.3260146 0.39627887] [ 0.72449923 0.5450172 0.55574333 0.40772535 0.42216928] [ 0.20335309 0.56657319 0.4837431 0.88348718 0.55900435] [ 0.58773704 0.54128147 0.57872836 0.57422243 0.32680012] [ 0.67767848 0.40342105 0.54549427 0.46844268 0.43582353] [ 0.50916811 0.56293083 0.36371027 0.50334692 0.36215281] [ 0.28018811 0.54704353 0.37797189 0.81967198 0.39494917] [ 0.58433981 0.55496391 0.49278834 0.5337363 0.40046704] [ 0.3966136 0.58235992 0.65490972 0.55338536 0.55219194] [ 0.70097849 0.38742279 0.53024726 0.43647989 0.46766713] [ 0.1649402 0.51613684 0.50522253 0.84865877 0.53760384] [ 0.61998863 0.41466883 0.55835153 0.40064942 0.34527118] [ 0.70113268 0.52212622 0.35261873 0.36444771 0.35578149] Progress: 14.7% ... Training loss: 0.688 ... Validation loss: 1.229[ 0.30829424 0.51441503 0.43397076 0.74453327 0.54807473] [ 0.16623192 0.57509397 0.4198329 0.93518356 0.48634115] [ 0.28098047 0.58089881 0.4366439 0.82232507 0.48526673] [ 0.82351679 0.38710321 0.61152775 0.22470395 0.45098213] [ 0.61984689 0.48597732 0.35695238 0.38163592 0.33353318] [ 0.08226439 0.55697559 0.40303888 0.90431567 0.46291911] [ 0.36752761 0.52556883 0.51887683 0.58527897 0.46803955] [ 0.30680625 0.46787681 0.50006147 0.78942171 0.4254368 ] [ 0.15028178 0.61409951 0.5242237 0.84993677 0.60731918] [ 0.55621287 0.42992864 0.60293879 0.33951918 0.39817125] [ 0.50679847 0.43766964 0.56297574 0.5133546 0.41964872] [ 0.28920693 0.53826119 0.46745544 0.77753452 0.34907187] [ 0.60758476 0.58983405 0.4833263 0.46304637 0.51022137] [ 0.67467915 0.45536305 0.46771913 0.30126962 0.32124625] [ 0.59108539 0.54293232 0.44415762 0.35857535 0.36620698] [ 0.75820827 0.48132803 0.5077528 0.27583128 0.40874623] [ 0.53978739 0.48457812 0.39583377 0.57417593 0.36400616] [ 0.74095251 0.36828053 0.63386191 0.29448275 0.35242389] [ 0.68208653 0.49382592 0.32388866 0.40599494 0.34192352] [ 0.36368008 0.47426537 0.48201388 0.78321552 0.37306046] [ 0.32252193 0.52720314 0.3134551 0.71820844 0.58059129] [ 0.63903909 0.47501019 0.30628881 0.46247581 0.34826709] [ 0.51831318 0.50902002 0.35474738 0.57870296 0.46238443] [ 0.35831791 0.51651239 0.53795495 0.59532416 0.51899127] [ 0.510981 0.46581902 0.59492357 0.44316702 0.40430239] [ 0.59848238 0.61342605 0.51343817 0.59739043 0.4211134 ] [ 0.17058809 0.51854997 0.46097239 0.83488994 0.55397627] [ 0.40768837 0.54857168 0.38503244 0.57355956 0.47696904] [ 0.47812307 0.6232769 0.46266299 0.77036025 0.49830888] [ 0.80579711 0.32464417 0.55439248 0.22551297 0.40237818] [ 0.53723342 0.62239323 0.39216309 0.62343716 0.38340302] [ 0.57766033 0.3786604 0.38571585 0.60063432 0.27394546] [ 0.89972464 0.32676286 0.6815119 0.11504371 0.32988511] [ 0.56061544 0.44622667 0.48476346 0.41661831 0.42962241] [ 0.37978076 0.51148182 0.55234812 0.8044775 0.34334677] [ 0.3114883 0.4850092 0.60740585 0.76004139 0.46467488] [ 0.23762154 0.63450575 0.36279869 0.71332687 0.52753889] [ 0.42683387 0.51846003 0.50422237 0.7192496 0.41052047] [ 0.49418557 0.50516057 0.64008561 0.43277668 0.56397999] [ 0.74461061 0.33209632 0.57185678 0.34600122 0.47024123] [ 0.48823214 0.5805213 0.41771335 0.65825924 0.34459444] [ 0.43997927 0.35671227 0.63354333 0.70836767 0.46026312] [ 0.24758671 0.53093162 0.35070383 0.72892221 0.47736315] [ 0.50366198 0.45476294 0.49592483 0.63008321 0.29180505] [ 0.3676626 0.38823287 0.65567284 0.6707181 0.40396312] [ 0.77733871 0.37238867 0.54167155 0.25342049 0.41350647] [ 0.75248914 0.24732398 0.41612215 0.22867679 0.46547311] [ 0.44070469 0.38139449 0.53649631 0.63198139 0.57853447] [ 0.43914509 0.5436408 0.44132787 0.68768382 0.44359723] [ 0.49498354 0.52654186 0.49832378 0.64903087 0.48394763] [ 0.64928244 0.50188895 0.58750251 0.46365516 0.45164438] [ 0.54748482 0.45348285 0.56570342 0.49552402 0.37842488] [ 0.43297953 0.41405158 0.6084109 0.63055724 0.4755503 ] [ 0.66174929 0.59722876 0.47570544 0.3749004 0.56423133] [ 0.87582046 0.38516858 0.51356502 0.24082429 0.3691741 ] [ 0.77123005 0.46139811 0.44212603 0.40038856 0.39053829] [ 0.81902955 0.43751636 0.56639386 0.38006136 0.37168493] [ 0.60248703 0.37417478 0.47737732 0.49250402 0.45286837] [ 0.23157665 0.49813373 0.46696416 0.86656219 0.39346219] [ 0.84769659 0.43263976 0.50282959 0.27611397 0.32863577] [ 0.61426424 0.61147218 0.30698551 0.429689 0.40047851] [ 0.72199493 0.42499642 0.47392367 0.2854969 0.46966866] [ 0.71233786 0.43940756 0.52441053 0.25225746 0.48478126] [ 0.84361467 0.32801933 0.46302932 0.18166478 0.27650122] [ 0.51234438 0.43633018 0.37779202 0.41319279 0.44070736] [ 0.7782078 0.50616065 0.52125284 0.31591206 0.39200073] [ 0.16121899 0.53698769 0.55643027 0.85629412 0.49715826] [ 0.52756756 0.4778799 0.37046905 0.57512637 0.45131435] [ 0.79786335 0.3201059 0.53503062 0.18412877 0.45351089] [ 0.76671736 0.51725561 0.53706838 0.22654219 0.47826353] [ 0.53002619 0.75144225 0.39434206 0.78454217 0.48644371] [ 0.79667272 0.42739078 0.43408554 0.24043726 0.40192178] [ 0.11082866 0.58122872 0.41762186 0.93057397 0.42344348] [ 0.77820266 0.41146049 0.49423817 0.24102286 0.40462586] [ 0.57998092 0.5368155 0.42183095 0.62294845 0.49766251] [ 0.51283204 0.45444321 0.47312129 0.55047383 0.3517419 ] [ 0.77273845 0.49941666 0.51767713 0.29306319 0.44709711] [ 0.63002621 0.4619556 0.46948669 0.37805326 0.34046668] [ 0.90102184 0.31677044 0.5517372 0.11753903 0.43145334] [ 0.43457515 0.48947818 0.47256334 0.76424369 0.53663458] [ 0.4307867 0.52078258 0.57324719 0.67100126 0.59987769] [ 0.77835455 0.54727771 0.52105146 0.45032374 0.45257343] [ 0.49382091 0.47290857 0.40813298 0.53317011 0.42835564] [ 0.35689709 0.48630694 0.475715 0.53181677 0.59551845] [ 0.31103076 0.60335715 0.34116549 0.7402349 0.39549403] [ 0.77550886 0.42595154 0.72086594 0.18344904 0.46129636] [ 0.33850981 0.61653361 0.45930087 0.75650552 0.39233529] [ 0.38144265 0.40533654 0.65330451 0.65472571 0.34628254] [ 0.55409432 0.41007716 0.54334175 0.45665782 0.48504269] [ 0.4464926 0.50343555 0.49280225 0.66920455 0.36524648] [ 0.6462511 0.38931312 0.5123002 0.31902449 0.54984064] [ 0.33108548 0.44516263 0.32891835 0.72848527 0.3884452 ] [ 0.54393218 0.45242027 0.51292485 0.70701411 0.27796562] [ 0.37843715 0.39322287 0.60816757 0.67178578 0.6147677 ] [ 0.10772849 0.51948611 0.47500685 0.8954407 0.66801768] [ 0.32119599 0.62669409 0.51097217 0.53916995 0.50215673] [ 0.47958383 0.38843933 0.43542828 0.63655773 0.3362611 ] [ 0.86429734 0.29269034 0.42578123 0.26619686 0.33249068] [ 0.60699121 0.47267863 0.39752565 0.5935658 0.34157356] [ 0.4828826 0.61725929 0.35742264 0.55137311 0.43795113] [ 0.67468929 0.42950935 0.54110431 0.48191503 0.38839853] [ 0.6332337 0.5402835 0.46073524 0.51114345 0.39644325] [ 0.4148223 0.41932768 0.48116002 0.75571943 0.49311721] [ 0.22314686 0.57520802 0.49049716 0.85534223 0.40710168] [ 0.36182869 0.62379589 0.47743866 0.6762535 0.62533855] [ 0.37893352 0.63097245 0.34118171 0.67854544 0.47606782] [ 0.24431536 0.68062229 0.42337487 0.83371387 0.55415779] [ 0.31891664 0.67582575 0.4208864 0.81434668 0.36422571] [ 0.29917959 0.39207044 0.51909025 0.83444439 0.49370186] [ 0.61623749 0.4632622 0.51118948 0.42289738 0.52635731] [ 0.37709979 0.61352584 0.3110226 0.65904803 0.3906364 ] [ 0.51345854 0.49867507 0.52289543 0.70406432 0.30629481] [ 0.70548991 0.37312906 0.53179587 0.33545782 0.47666927] [ 0.6479189 0.55359322 0.59870458 0.52186536 0.42687453] [ 0.33071578 0.57077613 0.48731243 0.62926125 0.56038656] [ 0.51074365 0.62827323 0.49476299 0.56571757 0.49686466] [ 0.67367239 0.4045833 0.61911049 0.41835374 0.40059179] [ 0.62740761 0.62852604 0.50766054 0.45502343 0.4407899 ] [ 0.09448848 0.46990878 0.54070761 0.9022022 0.55713514] [ 0.87818342 0.34933723 0.49246214 0.20957507 0.3377582 ] [ 0.23905909 0.57815077 0.31752061 0.83330459 0.43607585] [ 0.58198062 0.41802031 0.63077168 0.50275645 0.55269076] [ 0.19290832 0.54393144 0.59269749 0.82207363 0.65875122] [ 0.81905364 0.39087828 0.45958619 0.25295632 0.33325748] [ 0.29785004 0.51014671 0.47394498 0.8725837 0.48442504] [ 0.33233509 0.54901176 0.59674567 0.68474407 0.58025257] [ 0.4701526 0.70220842 0.35126792 0.72677408 0.4724614 ] [ 0.60598181 0.41201809 0.39513201 0.48688418 0.61124882] Progress: 14.7% ... Training loss: 0.688 ... Validation loss: 1.230[ 0.5972726 0.50229469 0.38602753 0.29977013 0.37742007] [ 0.17633238 0.44826714 0.35022768 0.85835203 0.46474012] [ 0.73532932 0.30254057 0.51036516 0.37949115 0.35120835] [ 0.51888471 0.53939461 0.36523082 0.5997439 0.44598834] [ 0.784763 0.49136865 0.29594805 0.38239983 0.33893578] [ 0.18128954 0.58523357 0.50146666 0.7548159 0.44113171] [ 0.33450547 0.6843087 0.46233796 0.77005121 0.46853409] [ 0.52837088 0.62678647 0.4219726 0.56814269 0.40272678] [ 0.36137199 0.62397084 0.4773751 0.67651681 0.62540979] [ 0.28102387 0.45616096 0.44243602 0.78049276 0.54808511] [ 0.78548658 0.40862442 0.49286943 0.21085936 0.28130108] [ 0.46647129 0.43718395 0.52913165 0.5880139 0.39299391] [ 0.34675481 0.46254172 0.59836761 0.6529986 0.43815886] [ 0.32688204 0.46219343 0.47043678 0.80581772 0.36344312] [ 0.53980215 0.5794373 0.50993233 0.61100838 0.47134088] [ 0.44786509 0.54630021 0.62192132 0.56349211 0.5291917 ] [ 0.36712584 0.48165716 0.58751611 0.76324181 0.4811344 ] [ 0.36932715 0.4614804 0.53257796 0.76547795 0.48065897] [ 0.70041943 0.48944993 0.55978602 0.16444971 0.50377544] [ 0.35141894 0.42983657 0.43485001 0.82092381 0.37636646] [ 0.68467607 0.55069321 0.49932411 0.49630052 0.42170451] [ 0.27500385 0.43557774 0.52240424 0.73397746 0.56686146] [ 0.60961516 0.37164444 0.63608141 0.36155138 0.55408535] [ 0.25850679 0.67414635 0.24754313 0.80678902 0.42670394] [ 0.20743487 0.60909079 0.42595532 0.80805558 0.40109145] [ 0.63433904 0.447408 0.55161701 0.32393469 0.41272301] [ 0.49862361 0.43798865 0.54940844 0.61819217 0.46665532] [ 0.13956709 0.57608713 0.47491751 0.84527565 0.57389105] [ 0.55620611 0.50262392 0.56804657 0.28732179 0.4324527 ] [ 0.41286291 0.64818067 0.53840387 0.66236269 0.61218394] [ 0.24720603 0.47479703 0.44364907 0.57853225 0.75556769] [ 0.70612039 0.51784958 0.57468929 0.4022897 0.44031435] [ 0.2906648 0.48692754 0.62126448 0.72221346 0.55218554] [ 0.24863296 0.60713617 0.43233688 0.87845727 0.36481263] [ 0.60110718 0.37672401 0.48507133 0.39539356 0.36681403] [ 0.61313678 0.42359774 0.51450931 0.50912879 0.39473303] [ 0.53024789 0.31690889 0.42252812 0.44389414 0.43456206] [ 0.16333608 0.69407006 0.39629505 0.80804846 0.58976104] [ 0.69580282 0.42171176 0.52544063 0.23702749 0.38859181] [ 0.52721862 0.47981859 0.38580499 0.50788679 0.30583308] [ 0.16343319 0.6343069 0.31991197 0.89882412 0.40585501] [ 0.77214175 0.38879532 0.47498384 0.15747344 0.43348029] [ 0.26327583 0.52357414 0.50336146 0.76790509 0.41107723] [ 0.31406694 0.59753287 0.35486354 0.71998232 0.42742937] [ 0.43912919 0.37084381 0.51438549 0.67679622 0.30833583] [ 0.60654186 0.50727243 0.56282087 0.48428495 0.50816711] [ 0.5237644 0.37576544 0.59548586 0.74070577 0.4573833 ] [ 0.72008417 0.42650862 0.49876985 0.39682853 0.40061829] [ 0.74680122 0.37769827 0.50789582 0.26187739 0.34729029] [ 0.56286848 0.51162107 0.47678605 0.38451746 0.53982156] [ 0.45544257 0.52473097 0.50413049 0.63285545 0.47044471] [ 0.59473213 0.42164886 0.60617696 0.33986008 0.42713757] [ 0.26025789 0.50338829 0.37277716 0.80761046 0.47318481] [ 0.80236379 0.34203001 0.64367995 0.19123692 0.35870712] [ 0.42045968 0.51820692 0.50078334 0.81247145 0.39412184] [ 0.66387207 0.44071991 0.51638398 0.44555693 0.46242062] [ 0.61443318 0.61142275 0.30701292 0.42957225 0.40045851] [ 0.45941009 0.47902856 0.52674035 0.70204502 0.42436996] [ 0.62125241 0.44450984 0.36789166 0.47561023 0.41300721] [ 0.59817276 0.57182863 0.42998618 0.46342128 0.36292252] [ 0.80230725 0.39761843 0.40958266 0.35992606 0.40216343] [ 0.23156676 0.59927864 0.448477 0.60769364 0.4865238 ] [ 0.70511291 0.62259522 0.31677046 0.67187298 0.4021571 ] [ 0.25064064 0.48200277 0.5932332 0.6414734 0.39265446] [ 0.21749391 0.43280124 0.43314118 0.60225156 0.73949143] [ 0.79631244 0.33276636 0.71135719 0.25358138 0.34372464] [ 0.44234828 0.50548214 0.51989658 0.73461008 0.40099746] [ 0.46702602 0.44966021 0.45513529 0.79434261 0.43170482] [ 0.68710818 0.43594658 0.47182698 0.35720035 0.45752338] [ 0.64814419 0.49689885 0.44006727 0.37260872 0.37308993] [ 0.36823622 0.54195594 0.58849287 0.64140649 0.56778682] [ 0.42405305 0.60107133 0.42230785 0.72724049 0.45653396] [ 0.26596378 0.50487695 0.5417354 0.66968698 0.55517204] [ 0.52142904 0.5314306 0.49842901 0.44143132 0.45033168] [ 0.13605217 0.58602432 0.54765272 0.78602872 0.58707301] [ 0.45604776 0.55718797 0.61572704 0.54494982 0.61265243] [ 0.29085203 0.52088707 0.57505464 0.74275132 0.38389536] [ 0.32552922 0.51949659 0.50408981 0.79549545 0.35497171] [ 0.56424867 0.38730874 0.60470226 0.493876 0.43881853] [ 0.2572579 0.49048098 0.49677894 0.78952149 0.4595134 ] [ 0.77892559 0.31729914 0.39727336 0.17182454 0.35692258] [ 0.84109411 0.38418641 0.57871472 0.22972961 0.43825201] [ 0.61145547 0.57968745 0.39443557 0.65563538 0.52179326] [ 0.41404024 0.45655997 0.56058855 0.6565801 0.56890407] [ 0.69027598 0.42996472 0.51789027 0.3711569 0.35783415] [ 0.85763406 0.38416358 0.69710889 0.21708898 0.43198968] [ 0.45000507 0.62267886 0.50552075 0.61630615 0.35382196] [ 0.78021241 0.43295377 0.54901228 0.10076908 0.45566348] [ 0.58132004 0.33735809 0.61020818 0.36392492 0.64113264] [ 0.34995737 0.52290977 0.41900684 0.64995217 0.61284112] [ 0.76230091 0.40855296 0.63080583 0.25571332 0.4833767 ] [ 0.14186477 0.58914662 0.50100857 0.90859444 0.52280946] [ 0.23177115 0.62578318 0.4245765 0.8391633 0.56685143] [ 0.33422069 0.47746288 0.61416333 0.68193351 0.50023225] [ 0.44047541 0.45389577 0.47397214 0.38564253 0.46391604] [ 0.16099302 0.61564371 0.53572032 0.90439998 0.49089656] [ 0.47631887 0.53533624 0.65175797 0.51389381 0.49206537] [ 0.45164861 0.37832137 0.48641683 0.48450342 0.44234374] [ 0.58783956 0.5334596 0.36984316 0.45264239 0.40331625] [ 0.80226617 0.3435923 0.53100818 0.18609992 0.43950153] [ 0.75596345 0.49422092 0.3380813 0.38164211 0.32535756] [ 0.19602704 0.41706411 0.41854888 0.84359802 0.40735436] [ 0.46150904 0.52637298 0.54260314 0.34874232 0.62840364] [ 0.58397753 0.39307341 0.47129901 0.555877 0.36468273] [ 0.54357645 0.54142423 0.53240579 0.46616908 0.59916084] [ 0.61077396 0.4523973 0.61831504 0.47296106 0.507955 ] [ 0.61311429 0.42216952 0.55995802 0.40392776 0.4612259 ] [ 0.89401684 0.36029875 0.59548075 0.11747093 0.302906 ] [ 0.08216825 0.56891915 0.57549836 0.87635801 0.62969015] [ 0.52718624 0.34704029 0.45349468 0.52125864 0.37433283] [ 0.73611902 0.41265946 0.36767097 0.34072197 0.35830224] [ 0.1640358 0.5794179 0.62112508 0.87224021 0.54537632] [ 0.65241327 0.54324238 0.49620593 0.44650343 0.36145586] [ 0.67496254 0.48462892 0.67885806 0.46199635 0.43506225] [ 0.40362357 0.50460273 0.55805625 0.7595833 0.48465887] [ 0.32327561 0.65095531 0.51020169 0.71998696 0.44310072] [ 0.30976259 0.41123536 0.4732311 0.80969249 0.36412773] [ 0.49951315 0.45788836 0.4506442 0.65095224 0.32658364] [ 0.34102327 0.48018357 0.59886559 0.60132287 0.46737584] [ 0.31084441 0.5636332 0.44768327 0.81262893 0.42003771] [ 0.85629203 0.3263593 0.57647407 0.20494628 0.4410117 ] [ 0.42684482 0.53455829 0.5350868 0.55273678 0.6006806 ] [ 0.51300171 0.4335825 0.48983485 0.42715032 0.43297047] [ 0.725546 0.45966038 0.6192235 0.29668993 0.5129473 ] [ 0.4526455 0.53986596 0.52501899 0.73158229 0.44887496] [ 0.24471736 0.62078955 0.5221815 0.78387135 0.60121941] [ 0.56832425 0.63074494 0.39461681 0.59843273 0.33321115] [ 0.28831246 0.51068181 0.68656834 0.69449207 0.50781557] Progress: 14.8% ... Training loss: 0.688 ... Validation loss: 1.232[ 0.75567665 0.50693718 0.45877712 0.29512883 0.34561862] [ 0.25184699 0.5745137 0.41625782 0.86474866 0.51175551] [ 0.34642872 0.46805968 0.58372504 0.71456254 0.5247982 ] [ 0.44707067 0.40186441 0.55780712 0.63949563 0.39275256] [ 0.60116797 0.44406001 0.44589207 0.54259428 0.54812966] [ 0.4821132 0.60138591 0.46678042 0.5644535 0.46668931] [ 0.75798547 0.47475054 0.42832466 0.45340589 0.4476006 ] [ 0.28640001 0.47389683 0.43999354 0.71988355 0.42368962] [ 0.56598875 0.61891827 0.46449676 0.54307331 0.32111204] [ 0.67491444 0.44222671 0.51424208 0.43611277 0.37205642] [ 0.31838376 0.50054082 0.40503579 0.64590279 0.39787645] [ 0.83787478 0.48377768 0.57764609 0.40401764 0.3923088 ] [ 0.17713389 0.54133081 0.50647046 0.87503302 0.52522612] [ 0.64121508 0.65235898 0.46478215 0.58790938 0.45998694] [ 0.56469864 0.51811718 0.47913354 0.416128 0.32452217] [ 0.81774016 0.44428755 0.4279765 0.36325469 0.35297151] [ 0.31877974 0.62965382 0.42122663 0.59929911 0.59031767] [ 0.75176666 0.52058487 0.5394404 0.37929938 0.34014881] [ 0.26629108 0.67087868 0.39879076 0.89862137 0.49526399] [ 0.7418534 0.40705931 0.4547222 0.50006757 0.39252211] [ 0.27168825 0.59114745 0.3406652 0.75288194 0.47189712] [ 0.78762743 0.32185665 0.52607962 0.21077366 0.42768835] [ 0.71426196 0.41864362 0.47318184 0.23058487 0.38728247] [ 0.31658032 0.4689321 0.5870243 0.69043498 0.55811937] [ 0.61248034 0.451866 0.46201487 0.32191846 0.35020939] [ 0.52401819 0.51096976 0.40714063 0.52120246 0.38622802] [ 0.2406677 0.65957077 0.26491301 0.84644498 0.41864978] [ 0.70210727 0.53003096 0.48258286 0.38680686 0.32973678] [ 0.9166007 0.42158192 0.55704353 0.12953231 0.37932352] [ 0.49049836 0.56412572 0.34582811 0.58450834 0.3424061 ] [ 0.31603369 0.57958921 0.38077715 0.8546053 0.61562827] [ 0.34269506 0.59170631 0.51065762 0.75662462 0.55984915] [ 0.58717994 0.42453357 0.38910161 0.44443924 0.3885741 ] [ 0.80510832 0.49431701 0.52480932 0.44268343 0.37305286] [ 0.49928485 0.52936612 0.5437607 0.50510395 0.40225555] [ 0.28514228 0.66728874 0.3124867 0.73587665 0.41664351] [ 0.86081102 0.51495955 0.60261188 0.20946748 0.3912192 ] [ 0.46698388 0.51764294 0.63871469 0.73373623 0.44863497] [ 0.66417643 0.352141 0.67151856 0.40242431 0.45112026] [ 0.63229756 0.58756659 0.55242921 0.51982431 0.47885444] [ 0.52564504 0.44467275 0.48758754 0.532967 0.36195938] [ 0.30882734 0.57139099 0.42910903 0.61526016 0.49361134] [ 0.51357514 0.38725789 0.60792049 0.45304 0.5695625 ] [ 0.44259903 0.54830322 0.49979832 0.55021353 0.45931748] [ 0.78924171 0.48012478 0.44915345 0.33252064 0.33374419] [ 0.75845071 0.31555915 0.46505591 0.25479341 0.48764762] [ 0.08125593 0.5952966 0.44406737 0.90668821 0.44207556] [ 0.79053614 0.36015811 0.43428628 0.33880279 0.37797777] [ 0.31991765 0.49422411 0.52289432 0.50696672 0.50366424] [ 0.18146795 0.4502157 0.39099963 0.86104555 0.57068373] [ 0.62237745 0.56237636 0.51342339 0.48242589 0.45802228] [ 0.67468145 0.48947572 0.40651058 0.42321705 0.31915406] [ 0.51352673 0.58768061 0.45088862 0.72743793 0.52625957] [ 0.85929159 0.44391735 0.43286127 0.14707762 0.24047343] [ 0.11048109 0.51225388 0.51473687 0.82429959 0.51240972] [ 0.61359185 0.57827278 0.53249933 0.48515408 0.42672648] [ 0.71982262 0.46724982 0.39523385 0.36455035 0.39680924] [ 0.59136321 0.56963456 0.50571194 0.46558878 0.48360638] [ 0.76902373 0.42066632 0.50665604 0.30643706 0.46055159] [ 0.86839934 0.34141106 0.42043639 0.17934719 0.2804253 ] [ 0.7489226 0.46265568 0.63372784 0.29374915 0.57580213] [ 0.25412153 0.6072428 0.52372437 0.8603828 0.59649186] [ 0.57142674 0.48004019 0.60719993 0.61113868 0.45771244] [ 0.41582369 0.45623166 0.54100266 0.60144677 0.50278977] [ 0.72299638 0.46710941 0.52143153 0.4452874 0.42336642] [ 0.66126631 0.50811838 0.58121203 0.25314974 0.51611197] [ 0.52821641 0.50808336 0.49277738 0.50708563 0.38960395] [ 0.82768855 0.38571546 0.5948378 0.24282048 0.40885426] [ 0.56253366 0.54755743 0.56678931 0.6495948 0.4276549 ] [ 0.46886614 0.5478197 0.46480606 0.55764916 0.42015822] [ 0.4977 0.45370827 0.56785456 0.71187074 0.3377281 ] [ 0.79329978 0.41753025 0.47818471 0.35222334 0.45012988] [ 0.38105095 0.58654206 0.39840779 0.57741533 0.51491164] [ 0.77366465 0.51027063 0.33541351 0.46367742 0.35281534] [ 0.59767247 0.53869549 0.49395497 0.34186619 0.56028189] [ 0.31199301 0.58921749 0.42229812 0.72301618 0.38827794] [ 0.68755707 0.48469276 0.48483087 0.43254495 0.35664072] [ 0.26129788 0.52556202 0.5077133 0.78394746 0.54219941] [ 0.2738738 0.42625324 0.54391723 0.82902978 0.45930411] [ 0.80375664 0.30299478 0.59449865 0.14994618 0.35018392] [ 0.36184269 0.50003049 0.51004194 0.72919692 0.5955953 ] [ 0.59178242 0.56301322 0.45929539 0.48396857 0.47559582] [ 0.68271214 0.45105687 0.46945653 0.37880083 0.44443441] [ 0.69193382 0.43244991 0.52836638 0.2609749 0.45520226] [ 0.53411603 0.43107846 0.65644718 0.59184493 0.4733107 ] [ 0.14936403 0.54315862 0.51728958 0.88250133 0.5897173 ] [ 0.45283311 0.43482863 0.51638853 0.67768554 0.39562921] [ 0.6139888 0.40693806 0.60207456 0.26316301 0.49515528] [ 0.82440669 0.35443115 0.53336316 0.31792482 0.4018207 ] [ 0.24237018 0.57181937 0.52178875 0.77906641 0.4204172 ] [ 0.54932307 0.63777527 0.47985945 0.43206138 0.46367698] [ 0.70544237 0.51818299 0.57456256 0.40280499 0.44042914] [ 0.71500731 0.43925333 0.49187738 0.23582384 0.37769121] [ 0.33580723 0.49684354 0.49249252 0.70248511 0.40032828] [ 0.19239317 0.5538968 0.43310139 0.76221673 0.57750483] [ 0.49658535 0.53579338 0.39043949 0.5425808 0.45608511] [ 0.50803805 0.4286023 0.49036241 0.5372343 0.49274159] [ 0.29786229 0.47136922 0.4262252 0.64641577 0.40401163] [ 0.44302351 0.46312428 0.43462412 0.63282587 0.48445981] [ 0.16523692 0.51599499 0.50528631 0.84861485 0.53755237] [ 0.72622057 0.42637777 0.44395057 0.35441232 0.43683268] [ 0.32634356 0.51465222 0.36716874 0.74854443 0.52619441] [ 0.25370331 0.59611065 0.61294628 0.74438705 0.57887554] [ 0.62703167 0.60023935 0.53963047 0.48531461 0.42874635] [ 0.75065197 0.37034813 0.54599355 0.2215862 0.47297239] [ 0.31133158 0.60324431 0.34121581 0.74010863 0.39545695] [ 0.61390994 0.52871619 0.53402979 0.42682332 0.44835538] [ 0.28048866 0.60456323 0.44549351 0.74977872 0.35010681] [ 0.26270443 0.50548183 0.40993297 0.60062916 0.3813651 ] [ 0.77990755 0.34457508 0.5485853 0.29938272 0.41615206] [ 0.58134026 0.50379283 0.63012656 0.38629434 0.40629449] [ 0.57381836 0.41296609 0.49663382 0.52917512 0.47617391] [ 0.57762068 0.49664025 0.63545976 0.65045676 0.44320715] [ 0.64434321 0.34752871 0.51406726 0.3533217 0.38942772] [ 0.29633941 0.53296025 0.57621096 0.78035111 0.51029232] [ 0.31838376 0.50054082 0.40503579 0.64590279 0.39787645] [ 0.31218051 0.63245764 0.40725559 0.88124379 0.43296735] [ 0.65950121 0.60067515 0.47881988 0.48235302 0.39089497] [ 0.43071044 0.36900087 0.40898083 0.55984289 0.49616771] [ 0.11216849 0.54444199 0.52521721 0.79744733 0.53211223] [ 0.2218051 0.56171202 0.4690444 0.86559091 0.52502005] [ 0.46931927 0.52319103 0.40574531 0.60471627 0.4963413 ] [ 0.44368241 0.43798559 0.63540691 0.61648122 0.51950301] [ 0.45500923 0.43424815 0.50355206 0.37226675 0.60915325] [ 0.2410771 0.53045303 0.46491137 0.90043172 0.50441939] [ 0.77212036 0.48097069 0.49907417 0.25497818 0.41463339] [ 0.3994877 0.49605514 0.43012243 0.83785713 0.55435935] [ 0.58263251 0.3697818 0.49321239 0.33473457 0.51391848] Progress: 14.8% ... Training loss: 0.687 ... Validation loss: 1.231[ 0.2446336 0.53615082 0.50345232 0.76098066 0.46733251] [ 0.69801375 0.42918946 0.35821522 0.44290755 0.39349651] [ 0.75237158 0.3958117 0.61026367 0.27917756 0.43329516] [ 0.56222879 0.45508292 0.523332 0.40417014 0.5464404 ] [ 0.6717653 0.50527364 0.36313887 0.45800767 0.35208989] [ 0.47119729 0.58849679 0.44269127 0.68861972 0.35235099] [ 0.40096028 0.53888107 0.28495159 0.651767 0.46785153] [ 0.66973812 0.53430497 0.56828266 0.47258922 0.4372181 ] [ 0.85130959 0.45457516 0.54947158 0.26337224 0.35117009] [ 0.36031876 0.60723803 0.52345018 0.47440264 0.62961662] [ 0.81749481 0.39908912 0.52215817 0.33425509 0.37717644] [ 0.78350007 0.34784242 0.68544246 0.25333221 0.38036698] [ 0.17087743 0.58881962 0.37553127 0.79926402 0.55741625] [ 0.56548592 0.4188719 0.45883544 0.64094055 0.31568381] [ 0.37182573 0.53264898 0.4109495 0.66322381 0.54772016] [ 0.13762374 0.60554089 0.38840042 0.89563602 0.42571888] [ 0.74008032 0.39474507 0.56142048 0.29220426 0.42530807] [ 0.74599369 0.25662655 0.56418995 0.28613401 0.46611819] [ 0.14189821 0.47821082 0.49564408 0.84471301 0.51563992] [ 0.17432861 0.66780293 0.3923365 0.77696005 0.45146089] [ 0.54860547 0.6049023 0.27434674 0.71999898 0.29354796] [ 0.83340862 0.44871926 0.41341078 0.1934088 0.27418316] [ 0.57446783 0.37875961 0.50614988 0.61644166 0.3148369 ] [ 0.63230584 0.36047994 0.53063879 0.57597985 0.39980576] [ 0.71909506 0.40803847 0.47025217 0.4358963 0.3559777 ] [ 0.4810638 0.43434182 0.58143329 0.60300673 0.47985089] [ 0.61416514 0.46086006 0.53127827 0.41105488 0.37289409] [ 0.51154525 0.38405301 0.46527428 0.48486321 0.33362862] [ 0.54305011 0.50285286 0.41002862 0.52141605 0.37015984] [ 0.48486657 0.59102912 0.50647316 0.6271499 0.33495047] [ 0.65067365 0.49224624 0.45065464 0.4775721 0.3331492 ] [ 0.42606258 0.5615861 0.57152147 0.78655291 0.45923691] [ 0.77306941 0.36910522 0.62589562 0.38000045 0.39548914] [ 0.42566264 0.59897257 0.38359781 0.65513657 0.40503381] [ 0.71978076 0.42667363 0.49870151 0.39709385 0.40065897] [ 0.47057487 0.46597732 0.54991746 0.55546779 0.58110395] [ 0.9009123 0.43772235 0.61426303 0.14384193 0.33952241] [ 0.85118358 0.36138794 0.44041841 0.20632348 0.26064368] [ 0.13397447 0.6335658 0.51188913 0.89380657 0.63090007] [ 0.12126898 0.45541549 0.62621276 0.87561304 0.68110955] [ 0.22281778 0.50743288 0.48668169 0.81908894 0.42065454] [ 0.23283861 0.40707829 0.45169589 0.76849879 0.50154156] [ 0.17903062 0.67719372 0.46814793 0.84940737 0.50996929] [ 0.67747677 0.42428278 0.49927958 0.42608768 0.36849082] [ 0.40146952 0.51009814 0.5502131 0.60399054 0.56866277] [ 0.80404984 0.43546689 0.57248117 0.28066648 0.39604596] [ 0.7759281 0.46468844 0.50215372 0.37815033 0.27667104] [ 0.52178097 0.39192983 0.44486752 0.4206808 0.33095993] [ 0.5581602 0.42232662 0.57993646 0.51775176 0.44029336] [ 0.65886482 0.46352566 0.41201254 0.24518916 0.38058783] [ 0.33538714 0.33794975 0.67441832 0.69333239 0.49527105] [ 0.57927088 0.4590955 0.53316978 0.5209442 0.51001779] [ 0.45406008 0.35638213 0.48973791 0.36453542 0.4941337 ] [ 0.53383817 0.54932903 0.4979495 0.67701455 0.47398399] [ 0.77808053 0.38504846 0.59128989 0.22180974 0.36560934] [ 0.23938842 0.51475668 0.49665094 0.82741338 0.47390793] [ 0.42794697 0.64341994 0.40582237 0.70053158 0.34974941] [ 0.49895207 0.5104502 0.52286322 0.46191757 0.55245305] [ 0.69823551 0.42768087 0.47113947 0.27336917 0.43316406] [ 0.89014153 0.33722333 0.70614169 0.12530068 0.34641832] [ 0.3798314 0.35449295 0.49503378 0.69354704 0.44417418] [ 0.5762131 0.54546318 0.45079651 0.51622489 0.47160205] [ 0.5210238 0.62913347 0.59163732 0.61441682 0.5115173 ] [ 0.75203737 0.39723773 0.50601603 0.30132604 0.38993838] [ 0.36920323 0.53666404 0.44671336 0.68966408 0.37154699] [ 0.29456019 0.52822745 0.53231025 0.7557371 0.50415021] [ 0.520722 0.49199553 0.50582018 0.59100062 0.3961363 ] [ 0.38334827 0.46357262 0.54071189 0.73528894 0.42049314] [ 0.14144357 0.50286626 0.56590125 0.76210115 0.54788351] [ 0.33537919 0.4701002 0.52691501 0.72871122 0.42795764] [ 0.55102621 0.37851573 0.53605997 0.62284534 0.28664092] [ 0.30242036 0.63011898 0.42610363 0.63242943 0.41065745] [ 0.42769735 0.51818653 0.50432181 0.71893305 0.41040818] [ 0.34434306 0.420806 0.69522004 0.72831012 0.51068129] [ 0.51034999 0.48298185 0.37390019 0.64097384 0.34764982] [ 0.1087585 0.57985535 0.49413296 0.8408093 0.53193228] [ 0.20519261 0.49573947 0.49519583 0.81859089 0.57130022] [ 0.27366528 0.45374064 0.65797727 0.83391328 0.47692084] [ 0.58961027 0.5586881 0.51285972 0.48076469 0.37414065] [ 0.57380716 0.44489531 0.38031331 0.36902032 0.37782706] [ 0.17966922 0.48034833 0.62091739 0.62622964 0.66732826] [ 0.60510994 0.51026371 0.32390154 0.55553218 0.38092733] [ 0.15952826 0.49096799 0.54857509 0.78792081 0.45102643] [ 0.18989427 0.46348654 0.48360137 0.82820718 0.52735355] [ 0.6863978 0.50375584 0.42063727 0.32481141 0.38018119] [ 0.82778218 0.39982841 0.60139952 0.1980854 0.46400361] [ 0.36663808 0.66136837 0.44842009 0.69773719 0.46718495] [ 0.68284799 0.39679379 0.49911919 0.35024007 0.40011571] [ 0.2891769 0.49481327 0.61183358 0.65720259 0.68842741] [ 0.624145 0.56943048 0.56415111 0.35427318 0.55739447] [ 0.31369849 0.5190442 0.58217512 0.75350717 0.40029953] [ 0.43288688 0.57723989 0.50405964 0.55780897 0.52883171] [ 0.07457975 0.58884073 0.43996043 0.91643316 0.61769067] [ 0.1268585 0.56491227 0.48114812 0.94087117 0.59962904] [ 0.52132703 0.41867952 0.5422046 0.51827555 0.43541257] [ 0.56545 0.39854154 0.54730382 0.67544711 0.32365084] [ 0.30406947 0.42710294 0.4210754 0.66353814 0.60974123] [ 0.42976824 0.56548524 0.44491397 0.57106564 0.40518346] [ 0.78022614 0.32001964 0.60892475 0.2468764 0.4266483 ] [ 0.3784428 0.60315163 0.55724023 0.76631736 0.45955549] [ 0.70675547 0.33196409 0.61105847 0.3180385 0.4538969 ] [ 0.6480552 0.55178316 0.50961555 0.52682102 0.29480847] [ 0.44253586 0.55508144 0.51981564 0.57645486 0.56742937] [ 0.31313499 0.53841328 0.47051966 0.8185254 0.46767004] [ 0.29481286 0.57080662 0.30321839 0.63607822 0.44327711] [ 0.31076798 0.60352307 0.34112042 0.74029755 0.39557154] [ 0.67878685 0.35071557 0.58239141 0.2269762 0.42231702] [ 0.73850584 0.51830476 0.49147288 0.439783 0.32483963] [ 0.67902718 0.3143347 0.45417351 0.36935894 0.43271764] [ 0.76632578 0.43779409 0.42971831 0.3176295 0.30326441] [ 0.45540482 0.53533827 0.44272432 0.62776848 0.51179196] [ 0.36599405 0.54375677 0.50637468 0.65556726 0.51926414] [ 0.40361639 0.41547715 0.44608977 0.4712655 0.53823834] [ 0.76342579 0.35674941 0.57994684 0.24799363 0.41482408] [ 0.22728703 0.48120325 0.5853799 0.79745665 0.62389807] [ 0.32133201 0.45133287 0.45291461 0.7291991 0.5800641 ] [ 0.87757914 0.38894833 0.43533739 0.1484585 0.41388571] [ 0.6409644 0.54285683 0.4818036 0.39779473 0.48005774] [ 0.63303527 0.47840194 0.49859711 0.47763017 0.3534506 ] [ 0.12312648 0.54733084 0.36194785 0.9428911 0.63592142] [ 0.23221682 0.4344687 0.46320127 0.50087766 0.74624653] [ 0.47777611 0.5849163 0.50162495 0.43641112 0.43721663] [ 0.43530725 0.47927012 0.45723075 0.60362727 0.39198587] [ 0.66304754 0.46627438 0.52799282 0.39607784 0.55173876] [ 0.26370659 0.49216477 0.48005945 0.79831608 0.5695182 ] [ 0.35817661 0.46876004 0.42151637 0.5301811 0.60686431] [ 0.44597887 0.62678405 0.45445671 0.57007487 0.48899906] [ 0.11033401 0.58167159 0.41747484 0.93073611 0.42363862] Progress: 14.8% ... Training loss: 0.686 ... Validation loss: 1.226[ 0.56817059 0.57384429 0.43984755 0.54709585 0.37919394] [ 0.57832338 0.55103156 0.46670825 0.53776381 0.51007354] [ 0.78216026 0.3617272 0.61301579 0.2353803 0.50846059] [ 0.23151894 0.60135456 0.3471755 0.81759709 0.38364219] [ 0.31392211 0.52439354 0.48964431 0.7913121 0.49132736] [ 0.19621409 0.57242594 0.41978323 0.80251328 0.4633362 ] [ 0.33632686 0.53081115 0.6518865 0.7354432 0.56473131] [ 0.6255575 0.43006557 0.59239065 0.4924691 0.42822837] [ 0.28636114 0.61043386 0.49571475 0.74083071 0.60873813] [ 0.51529345 0.5362144 0.52125273 0.51227309 0.61829497] [ 0.40218394 0.57627654 0.36709985 0.73088254 0.50203905] [ 0.82610948 0.49448713 0.50684522 0.43561564 0.25390726] [ 0.80792088 0.52147443 0.45081221 0.253623 0.36835137] [ 0.47473202 0.5577385 0.45102714 0.40168021 0.46307432] [ 0.74322193 0.40375698 0.54845161 0.273338 0.52138607] [ 0.81863919 0.47753219 0.62505786 0.24037932 0.47727277] [ 0.63937323 0.31971419 0.43790218 0.44632208 0.34045106] [ 0.07846996 0.41708545 0.47705434 0.92473143 0.59486446] [ 0.20069117 0.64030807 0.39252006 0.90480773 0.53262488] [ 0.40392532 0.47128625 0.5294993 0.5804088 0.59465666] [ 0.4143142 0.44327934 0.56766825 0.56317937 0.49282621] [ 0.53268369 0.55065262 0.40885466 0.65450314 0.44641386] [ 0.77004285 0.39799371 0.5626399 0.26338739 0.4170355 ] [ 0.38565161 0.61860937 0.34955737 0.717809 0.475701 ] [ 0.60736657 0.55069951 0.52257506 0.55601178 0.40715632] [ 0.69121535 0.32830566 0.64184173 0.21405836 0.54555935] [ 0.81373661 0.34837568 0.55106625 0.2792374 0.33312041] [ 0.4944519 0.46664467 0.55260623 0.37196468 0.54192153] [ 0.37355335 0.46314777 0.50514936 0.6243287 0.49357297] [ 0.14653837 0.69476871 0.38972435 0.87281508 0.47800563] [ 0.47573834 0.42000054 0.54243307 0.63359302 0.32815066] [ 0.61148375 0.51180396 0.54491929 0.46163222 0.48195144] [ 0.45985508 0.55992259 0.41353956 0.67953667 0.50982556] [ 0.1564486 0.5411445 0.5205732 0.83745361 0.52203478] [ 0.36094457 0.62424009 0.47726407 0.67661113 0.6255415 ] [ 0.8248872 0.45332481 0.61835794 0.21670378 0.47781916] [ 0.16249266 0.52115894 0.59687642 0.83206952 0.5809191 ] [ 0.68988816 0.47568854 0.39166831 0.35623091 0.37326411] [ 0.42340242 0.39131353 0.59086462 0.6031515 0.39417299] [ 0.80777961 0.3507199 0.55555552 0.22206516 0.22899995] [ 0.43244984 0.61444823 0.43299228 0.68140047 0.50117247] [ 0.21504689 0.53328841 0.40123714 0.85131446 0.53200759] [ 0.56014106 0.62170097 0.44200007 0.63146162 0.37957292] [ 0.86889066 0.411839 0.53688788 0.24364631 0.29104324] [ 0.83483058 0.34948057 0.53148862 0.1241872 0.3242829 ] [ 0.13534526 0.55208476 0.42779018 0.8067802 0.5078149 ] [ 0.61469011 0.52040891 0.46984084 0.51662902 0.42894343] [ 0.52575017 0.43902202 0.46136637 0.52114979 0.51085219] [ 0.5911075 0.5381107 0.48040776 0.58377354 0.43078834] [ 0.7081447 0.48308941 0.44190609 0.35317638 0.42985233] [ 0.1645764 0.52805166 0.41439111 0.78744456 0.61221351] [ 0.3245239 0.48120255 0.42855186 0.78804835 0.44425372] [ 0.66184103 0.54117632 0.49194395 0.43538861 0.55840502] [ 0.82395919 0.36793895 0.5545199 0.24707743 0.41409733] [ 0.47075499 0.5245096 0.48824294 0.59703305 0.50878759] [ 0.71328491 0.48020448 0.46620266 0.29776422 0.39701796] [ 0.41245328 0.61888842 0.37980406 0.63496577 0.47246388] [ 0.18484339 0.65257458 0.42470122 0.80813415 0.41713555] [ 0.63035721 0.42311208 0.50965186 0.44562289 0.4950143 ] [ 0.80153448 0.38556344 0.55037063 0.23437417 0.27212231] [ 0.46930255 0.63031703 0.36287061 0.77709114 0.43365434] [ 0.55937993 0.40045339 0.50128347 0.50739022 0.29086005] [ 0.50096219 0.41128608 0.57894286 0.72061172 0.308416 ] [ 0.51203101 0.36836302 0.60786354 0.59529067 0.46092144] [ 0.33943813 0.61086899 0.52727451 0.71808984 0.49816079] [ 0.7929572 0.32924976 0.53002827 0.27725411 0.48505477] [ 0.45625103 0.67650445 0.55141172 0.6392901 0.57530293] [ 0.42842224 0.48679773 0.45519011 0.64251006 0.44167589] [ 0.84100705 0.46007974 0.49854202 0.32059476 0.38319946] [ 0.85516744 0.31881411 0.62403104 0.15667043 0.37831767] [ 0.80668227 0.31201229 0.40279394 0.41424186 0.38127276] [ 0.44721739 0.50908211 0.36221993 0.55946898 0.46491923] [ 0.72326617 0.593988 0.53522385 0.4558149 0.44681135] [ 0.47804434 0.59988752 0.43610648 0.78816263 0.46058141] [ 0.71104738 0.41518656 0.56348641 0.30430982 0.46396286] [ 0.50207403 0.52597382 0.46309728 0.48973536 0.4068812 ] [ 0.52936218 0.42468583 0.49443315 0.56485946 0.3626425 ] [ 0.7049444 0.51936229 0.57185605 0.36267991 0.4136924 ] [ 0.45999835 0.47835507 0.48999146 0.40032222 0.54885383] [ 0.45547055 0.59208263 0.46901679 0.58352545 0.46460591] [ 0.45350369 0.44629777 0.51744431 0.65204718 0.34032807] [ 0.46043415 0.39282412 0.47822419 0.55656143 0.53733606] [ 0.56570375 0.44530752 0.53648372 0.40291378 0.49998942] [ 0.58373062 0.51133603 0.58417472 0.58109744 0.46792767] [ 0.44959332 0.48642448 0.52093434 0.71748523 0.36037386] [ 0.73172372 0.4518141 0.5256058 0.36329091 0.46982381] [ 0.78349031 0.41482081 0.48013407 0.31870665 0.36457763] [ 0.30148249 0.609398 0.49739049 0.73120672 0.4087139 ] [ 0.78988833 0.3622875 0.63156319 0.19209989 0.50688056] [ 0.78381805 0.48987255 0.57278632 0.42819573 0.31808221] [ 0.31613705 0.57814787 0.35555916 0.7087121 0.43785873] [ 0.08898121 0.51817785 0.43635522 0.95174828 0.56489997] [ 0.39877448 0.51587216 0.55929605 0.80041489 0.4479716 ] [ 0.55655247 0.35878343 0.55819635 0.4372358 0.38449827] [ 0.70711264 0.37243127 0.53209064 0.33433007 0.47639677] [ 0.81057154 0.32950678 0.52704632 0.19947316 0.34702517] [ 0.14450469 0.46175267 0.39275192 0.88298909 0.59298612] [ 0.32515067 0.4769915 0.39244186 0.78024112 0.46458322] [ 0.41597642 0.46635277 0.55457615 0.43597394 0.54225359] [ 0.52440522 0.5131367 0.4243727 0.34900047 0.37828199] [ 0.60394146 0.63912336 0.38147996 0.64474236 0.41210123] [ 0.52971863 0.54521194 0.45118307 0.57055467 0.38427207] [ 0.78319902 0.45702828 0.41909536 0.44997046 0.39686733] [ 0.88888989 0.38592649 0.52114424 0.29005069 0.39599836] [ 0.82606206 0.46452019 0.66053118 0.19677863 0.44894055] [ 0.4387308 0.44449431 0.64756899 0.71411411 0.46312187] [ 0.30456765 0.57066385 0.48008717 0.77012806 0.62465075] [ 0.65429109 0.45305808 0.53992284 0.61727287 0.37922735] [ 0.72384103 0.28549623 0.59171239 0.20358507 0.3961623 ] [ 0.65610071 0.59579901 0.62700306 0.42954659 0.40923736] [ 0.56183665 0.56653219 0.51334587 0.40434104 0.51536977] [ 0.77696664 0.29782351 0.5723039 0.30533055 0.43847058] [ 0.64130698 0.32138557 0.71508365 0.35536872 0.46103292] [ 0.40158848 0.53350091 0.41791367 0.59322642 0.48577418] [ 0.87618095 0.42262909 0.38614016 0.33328258 0.34409414] [ 0.21286081 0.52244881 0.50923728 0.79448625 0.52939028] [ 0.63144289 0.43969565 0.46709134 0.35453217 0.53641147] [ 0.22368312 0.57378001 0.47411195 0.89938915 0.55565795] [ 0.15118364 0.53959782 0.57536511 0.82020608 0.57759705] [ 0.35535192 0.58662441 0.41411784 0.74023996 0.45306995] [ 0.53788942 0.49712903 0.63422913 0.38144483 0.37139219] [ 0.63278851 0.48453622 0.46981502 0.47282394 0.37861514] [ 0.86126687 0.46656334 0.39881556 0.36096296 0.3837528 ] [ 0.57792817 0.40148062 0.56214826 0.42882387 0.61360283] [ 0.60951528 0.44320087 0.45786856 0.32054789 0.40398529] [ 0.2293443 0.5135798 0.33424708 0.83798562 0.47823629] [ 0.2258212 0.46374627 0.5345323 0.80978591 0.53564305] [ 0.22178567 0.52999453 0.52997596 0.71328695 0.53194597] Progress: 14.9% ... Training loss: 0.686 ... Validation loss: 1.225[ 0.41035594 0.47909435 0.54097007 0.76811648 0.48468258] [ 0.60473935 0.48140013 0.57786011 0.47938688 0.57547035] [ 0.77260803 0.45961242 0.47667808 0.4495765 0.43143887] [ 0.27729317 0.51414112 0.50150529 0.70302749 0.61574906] [ 0.49571896 0.48162367 0.51611102 0.47884921 0.64130801] [ 0.55151937 0.46808036 0.50573592 0.38913734 0.41242645] [ 0.29930135 0.61980332 0.38209281 0.6953491 0.47174534] [ 0.69167629 0.39457666 0.58765345 0.40126689 0.4557035 ] [ 0.59805225 0.63716231 0.44345839 0.47602764 0.41574274] [ 0.14804462 0.57856413 0.52375692 0.81199541 0.65285505] [ 0.39239136 0.59210876 0.45446612 0.87389334 0.51677987] [ 0.47017634 0.55373492 0.3974755 0.71681657 0.3804195 ] [ 0.22602441 0.6633524 0.29765894 0.82992623 0.49152446] [ 0.63781755 0.40410037 0.48680466 0.50770716 0.38648369] [ 0.53419932 0.58990065 0.44750433 0.60341833 0.44168575] [ 0.69620042 0.33073779 0.62583032 0.18506956 0.45601073] [ 0.20956773 0.64798088 0.4337391 0.76133102 0.44816754] [ 0.43705664 0.62578932 0.26743563 0.60899797 0.3945465 ] [ 0.39235291 0.40905141 0.39472592 0.80803443 0.39145456] [ 0.26978938 0.63278649 0.46125051 0.74193251 0.36034278] [ 0.35784741 0.48900635 0.63376633 0.49181054 0.46673793] [ 0.51016673 0.6377102 0.4873263 0.75134093 0.50666562] [ 0.83511487 0.38102023 0.46669989 0.26500698 0.32510405] [ 0.83821273 0.36428229 0.54926699 0.12885621 0.4329948 ] [ 0.10736116 0.61578008 0.45138768 0.90771492 0.50971016] [ 0.24539027 0.46351165 0.47261453 0.66116122 0.52848322] [ 0.43032617 0.5629189 0.50458099 0.67145536 0.54804783] [ 0.4598753 0.45992969 0.51121348 0.76914828 0.51755855] [ 0.49013877 0.51328085 0.4528198 0.54303338 0.43502436] [ 0.45274882 0.53919466 0.37454738 0.57517736 0.47426081] [ 0.36627493 0.50681351 0.57052128 0.84835997 0.52465762] [ 0.20246893 0.42566267 0.54327941 0.77388445 0.63528703] [ 0.60975509 0.50268268 0.42179388 0.53287692 0.48185029] [ 0.72219035 0.45058308 0.50627856 0.19093545 0.44967894] [ 0.16689767 0.57993165 0.46644878 0.84533904 0.51688954] [ 0.72074544 0.32159504 0.65524131 0.25010502 0.56275564] [ 0.72999577 0.39342321 0.59417568 0.44816988 0.46318178] [ 0.79339634 0.51147639 0.56298453 0.25103315 0.47963569] [ 0.88193706 0.46906422 0.50116868 0.27586505 0.38743894] [ 0.64096739 0.37308781 0.43288102 0.5086024 0.42250935] [ 0.66347285 0.3701523 0.57399714 0.34128043 0.48433875] [ 0.63056798 0.54440189 0.42329684 0.46305045 0.34753405] [ 0.47076589 0.42898855 0.5364804 0.60360328 0.38294739] [ 0.08183073 0.62810585 0.44536903 0.89607093 0.6266825 ] [ 0.32851984 0.6530447 0.49321026 0.86943272 0.54877073] [ 0.44433582 0.33170863 0.4318429 0.5478222 0.57841014] [ 0.27031301 0.45817229 0.58525793 0.783767 0.34931141] [ 0.4829241 0.52060859 0.61473756 0.46689383 0.54981976] [ 0.19486703 0.41834767 0.41806075 0.84408383 0.40786357] [ 0.7716041 0.44912317 0.43200053 0.30774945 0.3342627 ] [ 0.64585269 0.45390866 0.5352602 0.51153351 0.47511723] [ 0.65753565 0.39196329 0.62342595 0.30861206 0.5703935 ] [ 0.60694528 0.43389586 0.56085786 0.52153186 0.31918253] [ 0.13725424 0.4518877 0.45782556 0.83935329 0.47825589] [ 0.71369099 0.3963439 0.50569577 0.35390191 0.43040937] [ 0.49362647 0.38092546 0.62531904 0.63110131 0.46133292] [ 0.74582332 0.4127359 0.47910103 0.25151997 0.31353736] [ 0.75423873 0.38788482 0.42564684 0.47868783 0.42059882] [ 0.65576116 0.59472835 0.46454317 0.65063763 0.4950797 ] [ 0.78840066 0.39842676 0.58782489 0.20797046 0.45790185] [ 0.28369264 0.48555712 0.3972115 0.61251969 0.5867828 ] [ 0.37415008 0.52676994 0.33407556 0.70738575 0.45809047] [ 0.63842701 0.36400423 0.51156037 0.34381535 0.34884631] [ 0.71093894 0.59062892 0.58400895 0.24078612 0.52035502] [ 0.51344547 0.46591851 0.64817865 0.62334366 0.43283629] [ 0.50114012 0.48915025 0.52776875 0.67378504 0.37089167] [ 0.45207199 0.52380172 0.47433247 0.57894296 0.46171303] [ 0.74819452 0.55645713 0.40335011 0.24546076 0.39706243] [ 0.57581226 0.55167882 0.66444811 0.36049959 0.56178818] [ 0.46988581 0.43453511 0.63063353 0.7622899 0.4346159 ] [ 0.48131808 0.53949663 0.55629638 0.49235503 0.54156187] [ 0.74525956 0.39638934 0.62284569 0.30779885 0.49924737] [ 0.44449374 0.56963638 0.55220484 0.60505526 0.40763542] [ 0.13030567 0.34862961 0.51681821 0.87424981 0.59323815] [ 0.43755982 0.4330565 0.49986807 0.48591413 0.52854412] [ 0.45278912 0.5103206 0.37609248 0.5111134 0.4833931 ] [ 0.64975765 0.50970109 0.49986533 0.5704017 0.31283409] [ 0.19589332 0.62919541 0.39966863 0.77710629 0.53289373] [ 0.63338107 0.33532496 0.55762038 0.47205272 0.51896665] [ 0.21729076 0.60185279 0.43655727 0.8953041 0.46502002] [ 0.56625595 0.44027081 0.5687271 0.54446151 0.45824659] [ 0.22953571 0.62120729 0.45730498 0.76371613 0.53785767] [ 0.25446963 0.57417458 0.37290056 0.83880938 0.56285821] [ 0.11106064 0.54614223 0.52455887 0.79838316 0.53278093] [ 0.5397624 0.33996661 0.55088132 0.60961926 0.30997367] [ 0.76049079 0.37370992 0.55762718 0.30068981 0.27743924] [ 0.57059002 0.6642962 0.43566078 0.61679243 0.42964649] [ 0.18005069 0.48514405 0.51172862 0.81593195 0.47016792] [ 0.45472441 0.40249346 0.55284599 0.70947338 0.40981902] [ 0.44784255 0.52210957 0.49433476 0.73192225 0.33071201] [ 0.84479985 0.49239667 0.54103648 0.25382721 0.43839378] [ 0.26088052 0.57888776 0.35104059 0.68620899 0.5054297 ] [ 0.73856123 0.3059931 0.63175417 0.25151676 0.39398636] [ 0.41381812 0.52652309 0.37656219 0.74133433 0.27332948] [ 0.73489199 0.35455145 0.64588432 0.22476131 0.41239644] [ 0.45663155 0.66462315 0.28414946 0.62370529 0.40253572] [ 0.48402922 0.58402334 0.44720264 0.72653578 0.52395642] [ 0.54128196 0.33688698 0.59967641 0.47827143 0.39813016] [ 0.77810908 0.39793805 0.53330013 0.36884368 0.45556631] [ 0.68555092 0.41096432 0.45044529 0.39944425 0.43143982] [ 0.57360186 0.52571862 0.51491799 0.36557261 0.50623642] [ 0.4368113 0.40556517 0.49605415 0.72359951 0.44640166] [ 0.12056944 0.44532508 0.57949549 0.83857993 0.54871281] [ 0.81551277 0.3981372 0.61691287 0.21788619 0.43530461] [ 0.74707368 0.4068142 0.50981343 0.26200695 0.46119666] [ 0.30624767 0.51569453 0.43350311 0.74537045 0.54860821] [ 0.66919948 0.53962053 0.57671273 0.40330775 0.5696989 ] [ 0.78687894 0.50849263 0.55995857 0.42896814 0.37236655] [ 0.32175292 0.45950045 0.62459677 0.70981905 0.53254731] [ 0.867759 0.28178647 0.6340024 0.08875379 0.35082473] [ 0.85214224 0.36056296 0.44076302 0.20558383 0.26037768] [ 0.07520665 0.4912922 0.43846669 0.90460325 0.48264746] [ 0.40739728 0.5382691 0.3663309 0.57037747 0.5473919 ] [ 0.9081723 0.31669431 0.57390425 0.14367141 0.38638942] [ 0.30727126 0.68920873 0.45289401 0.75444146 0.60520583] [ 0.52853727 0.40028741 0.38971659 0.50360421 0.4305463 ] [ 0.16419393 0.51731193 0.50477725 0.84911383 0.53807795] [ 0.65579644 0.42605434 0.60983255 0.37175854 0.46219573] [ 0.88203635 0.35041064 0.56599178 0.12809175 0.40183246] [ 0.34300477 0.50867204 0.49312737 0.66577796 0.50106492] [ 0.50859357 0.49767874 0.6056413 0.41347006 0.62907163] [ 0.56355592 0.57625587 0.44314504 0.48431202 0.31567955] [ 0.42564157 0.56184367 0.51438788 0.52537278 0.48192576] [ 0.3027802 0.5272455 0.46878808 0.84148607 0.37862773] [ 0.52986492 0.47287083 0.51843638 0.41271843 0.46792057] [ 0.71427364 0.42485747 0.61975919 0.37226336 0.4905045 ] [ 0.61825826 0.59895266 0.59153205 0.4779423 0.532207 ] [ 0.12020752 0.46223871 0.49745815 0.92248127 0.69799664] Progress: 14.9% ... Training loss: 0.685 ... Validation loss: 1.223[ 0.50590055 0.51521455 0.5822926 0.73208753 0.4139548 ] [ 0.52860468 0.43777994 0.3534007 0.45723014 0.42823719] [ 0.38939333 0.39098907 0.48096777 0.68889353 0.49176522] [ 0.15345337 0.4659688 0.51272502 0.86754618 0.57529648] [ 0.63691979 0.41516859 0.49709879 0.4368237 0.58836806] [ 0.24992841 0.52019033 0.57798001 0.78894667 0.47210182] [ 0.54521848 0.60455454 0.55666751 0.5309349 0.52848354] [ 0.71432808 0.37253076 0.48400606 0.40105108 0.46644791] [ 0.44385133 0.41194344 0.44256304 0.69472941 0.54863115] [ 0.1312207 0.55958693 0.47865238 0.93176477 0.59928916] [ 0.74072496 0.4979704 0.45552322 0.48896089 0.47221923] [ 0.22777677 0.53189707 0.61595021 0.76141774 0.52959065] [ 0.58238766 0.46217515 0.73334644 0.4682327 0.45347396] [ 0.55924901 0.44374944 0.54368852 0.53029681 0.51965546] [ 0.24136412 0.50147647 0.5247153 0.75931182 0.4135804 ] [ 0.51178382 0.47925091 0.48487529 0.43045312 0.50616995] [ 0.65252839 0.4179334 0.6660239 0.39933306 0.51353535] [ 0.81444474 0.41748871 0.56277358 0.1715707 0.36267862] [ 0.44110247 0.55601856 0.51945104 0.57732316 0.56779547] [ 0.23206116 0.60676174 0.459317 0.73323719 0.51450724] [ 0.46484662 0.44686457 0.62697624 0.73343352 0.43420917] [ 0.38987773 0.59109449 0.40063739 0.58396408 0.47724597] [ 0.41766697 0.42852397 0.41101608 0.4414683 0.4328568 ] [ 0.44813555 0.538597 0.4716525 0.63548797 0.5696893 ] [ 0.71890683 0.39768292 0.50585138 0.42464677 0.42281593] [ 0.51718097 0.42912964 0.52465148 0.58100843 0.60254212] [ 0.43776989 0.49909568 0.49661545 0.69169942 0.40219161] [ 0.61562379 0.45749968 0.39812767 0.31229848 0.35699323] [ 0.43535292 0.51752962 0.64060336 0.5686215 0.48523157] [ 0.64389796 0.31438583 0.48156681 0.21885337 0.41182636] [ 0.22573374 0.67217845 0.52791458 0.72865517 0.55433674] [ 0.8885758 0.31967237 0.63720091 0.14764233 0.34031315] [ 0.49120636 0.46285507 0.5460468 0.76369637 0.42315067] [ 0.38821917 0.49370115 0.54750793 0.80229318 0.46442752] [ 0.4526135 0.54737075 0.41186835 0.77529146 0.43912395] [ 0.461634 0.53877508 0.53667723 0.50246248 0.61013804] [ 0.43617043 0.62446934 0.54941821 0.58925839 0.44072433] [ 0.65870048 0.60685392 0.37568544 0.45634046 0.4468852 ] [ 0.54485916 0.47240745 0.39470008 0.56313841 0.55864622] [ 0.6810733 0.33991699 0.59077522 0.30175068 0.40315705] [ 0.48943116 0.47864129 0.5525012 0.68800533 0.35278527] [ 0.80247759 0.36048057 0.39196352 0.30169127 0.26762693] [ 0.26158819 0.52806919 0.59652809 0.78215916 0.57164553] [ 0.44429514 0.5020405 0.53741235 0.56485403 0.46010847] [ 0.64335194 0.41509628 0.60191782 0.45513709 0.40332087] [ 0.19900552 0.52346856 0.5246691 0.82538111 0.45497397] [ 0.58040807 0.35662745 0.65182825 0.54243266 0.32149915] [ 0.72908642 0.46554514 0.38729505 0.47363431 0.54951826] [ 0.81075915 0.41704267 0.56252182 0.36064488 0.40039825] [ 0.67610278 0.65187728 0.51838753 0.51500154 0.40116231] [ 0.70852869 0.55490383 0.65757317 0.48470492 0.44278496] [ 0.19380405 0.52519999 0.44287652 0.68136307 0.50452895] [ 0.53211328 0.40603374 0.61882664 0.30918371 0.61448416] [ 0.51768726 0.56191295 0.44846055 0.47110322 0.50248897] [ 0.58606263 0.5217522 0.52725638 0.49228775 0.38156848] [ 0.61394496 0.37562131 0.49643774 0.38010049 0.49607796] [ 0.54394663 0.48572129 0.61858615 0.5908054 0.46792776] [ 0.63286831 0.57271213 0.36986757 0.46152352 0.34981435] [ 0.51701085 0.50384621 0.57691568 0.59222585 0.50718449] [ 0.39969952 0.51301898 0.40898441 0.76818915 0.36130136] [ 0.27517859 0.59012296 0.48613864 0.80279269 0.51051849] [ 0.28997085 0.39591672 0.50374201 0.73259989 0.42393727] [ 0.50910831 0.61108662 0.36422953 0.59167349 0.39240305] [ 0.31390443 0.52465138 0.4895431 0.7913415 0.49143179] [ 0.20233139 0.66703587 0.341846 0.81944641 0.53812979] [ 0.42465031 0.5996623 0.38333363 0.65563386 0.40531669] [ 0.66904218 0.58729137 0.42539231 0.64523939 0.36239521] [ 0.32257022 0.60433154 0.56965127 0.8070723 0.5432124 ] [ 0.39348059 0.48077991 0.57917877 0.66298051 0.4192762 ] [ 0.74079287 0.50283517 0.43145231 0.31220845 0.33257486] [ 0.0855954 0.62232976 0.45891415 0.93047466 0.63810036] [ 0.53850199 0.53292779 0.59315534 0.43043725 0.31269806] [ 0.71524402 0.31072997 0.58090846 0.4118648 0.47704561] [ 0.66827132 0.54652422 0.53308271 0.42017418 0.56347324] [ 0.13765528 0.55650559 0.58582628 0.85922545 0.50917304] [ 0.29891545 0.55249424 0.41598432 0.75058585 0.51719184] [ 0.43399508 0.57674891 0.57521316 0.76985245 0.50658243] [ 0.81351812 0.32935397 0.39996301 0.36233887 0.32890493] [ 0.53829817 0.54960641 0.43675535 0.64393993 0.33399158] [ 0.20809729 0.66341372 0.34618209 0.83842146 0.59498406] [ 0.63854701 0.51898551 0.50198669 0.60757938 0.45249202] [ 0.6870736 0.49313864 0.53323223 0.33209911 0.34299466] [ 0.30737258 0.58411514 0.49554476 0.55346244 0.54050887] [ 0.29721532 0.45474489 0.58813817 0.58481586 0.56309155] [ 0.24527553 0.52915371 0.61421668 0.66143337 0.53148331] [ 0.16758701 0.56610172 0.48753368 0.89628764 0.55186324] [ 0.76908313 0.45958919 0.44844133 0.15710686 0.35244477] [ 0.30329764 0.66410237 0.51880159 0.77676302 0.53082802] [ 0.50023892 0.46272631 0.52498456 0.45156677 0.4919903 ] [ 0.78208117 0.45528717 0.53103289 0.40151856 0.46620941] [ 0.24978155 0.63217098 0.47657778 0.78788021 0.43616096] [ 0.53592367 0.51667715 0.39539401 0.3564261 0.39166768] [ 0.54279869 0.52836361 0.49186558 0.64993948 0.48486745] [ 0.21377309 0.39298528 0.49090292 0.77591434 0.57935433] [ 0.52297228 0.52487447 0.4275734 0.4570936 0.41049852] [ 0.63711395 0.59069755 0.45413659 0.48184018 0.42583507] [ 0.15307292 0.57581415 0.54914566 0.75513013 0.50403221] [ 0.48518328 0.57654364 0.31099107 0.65567313 0.38173209] [ 0.2891847 0.55369339 0.5707771 0.78308143 0.5359729 ] [ 0.33047134 0.52443036 0.4825072 0.68462615 0.6249766 ] [ 0.64502101 0.37997687 0.51525413 0.33583229 0.59507266] [ 0.49471759 0.37985101 0.5140622 0.43924147 0.32341049] [ 0.36900369 0.48501085 0.54561078 0.65741184 0.44749663] [ 0.47279231 0.46678336 0.43263558 0.46852438 0.37804158] [ 0.69271877 0.53624691 0.25736561 0.54842933 0.37052675] [ 0.8335092 0.36643523 0.51128996 0.19538586 0.37091319] [ 0.66942772 0.48799955 0.61444838 0.618724 0.3777357 ] [ 0.72984988 0.33945252 0.51674132 0.35729479 0.41440616] [ 0.51693779 0.52593112 0.57920979 0.44554507 0.34667995] [ 0.30924301 0.48982557 0.58325859 0.8185052 0.4863376 ] [ 0.59167957 0.47783589 0.40266797 0.30273686 0.37481511] [ 0.54903725 0.44655796 0.43752481 0.67176473 0.40315455] [ 0.85607471 0.39288905 0.48419452 0.32416527 0.31475513] [ 0.27778563 0.45844974 0.44155934 0.78192749 0.54899788] [ 0.77869641 0.35062195 0.45026541 0.22803515 0.37069221] [ 0.18024412 0.54893124 0.50046427 0.87122062 0.56610276] [ 0.61779014 0.47259973 0.39036054 0.44225134 0.3612049 ] [ 0.55189159 0.48693068 0.41699994 0.3826157 0.47513224] [ 0.20274928 0.47942824 0.57752407 0.86307741 0.57197184] [ 0.79707236 0.24559278 0.50107159 0.24425911 0.38801456] [ 0.39201832 0.41935174 0.58737555 0.71186129 0.48308276] [ 0.67471637 0.4138258 0.66993669 0.28332701 0.49354182] [ 0.29448261 0.67490877 0.44078822 0.73765861 0.48114341] [ 0.158351 0.61585108 0.37566274 0.84513682 0.51414701] [ 0.7315945 0.37716702 0.54681102 0.28111111 0.33750707] [ 0.48524066 0.40527001 0.4758249 0.58289732 0.37141353] [ 0.80552501 0.29519351 0.46856682 0.3348232 0.31314796] [ 0.75006771 0.50670007 0.44981651 0.3421687 0.27717192] Progress: 15.0% ... Training loss: 0.685 ... Validation loss: 1.222[ 0.29949119 0.48797551 0.47689241 0.62274247 0.6282668 ] [ 0.44047174 0.51579388 0.49814041 0.48735105 0.38349355] [ 0.24621775 0.50821324 0.63087076 0.76712671 0.58910781] [ 0.55478354 0.42986228 0.42817039 0.23898192 0.4664632 ] [ 0.45582578 0.62049908 0.45764792 0.53522466 0.64379293] [ 0.74986394 0.49992227 0.40797214 0.38888599 0.46201693] [ 0.47191596 0.49185325 0.51011821 0.63313116 0.4948648 ] [ 0.79244379 0.30409551 0.64372883 0.17432405 0.38515617] [ 0.51355522 0.50530847 0.45189833 0.61783914 0.52526151] [ 0.25514012 0.51253488 0.54849113 0.79409875 0.50540423] [ 0.61363473 0.34109483 0.65551853 0.48128609 0.43808329] [ 0.17659282 0.75215112 0.30275615 0.82167017 0.48418965] [ 0.4235631 0.60554912 0.4951815 0.60682772 0.39119261] [ 0.45262971 0.50326588 0.45143584 0.68762295 0.56182279] [ 0.7789664 0.34419497 0.57752535 0.3961028 0.44137254] [ 0.48879007 0.64585976 0.39057215 0.65731328 0.54688027] [ 0.67913829 0.46803568 0.51741862 0.18061377 0.51255076] [ 0.52985456 0.46488229 0.52867927 0.41231193 0.60212469] [ 0.41149277 0.4799909 0.46378463 0.58998124 0.38578525] [ 0.60024709 0.52399826 0.56132347 0.37971383 0.37289417] [ 0.61160279 0.47110425 0.61567221 0.36321013 0.35627818] [ 0.25230264 0.47579562 0.43939177 0.79830854 0.63685278] [ 0.43761279 0.39120505 0.5903611 0.59114043 0.44036266] [ 0.56916125 0.45700631 0.38914275 0.6186728 0.33463231] [ 0.63446391 0.44449508 0.65127659 0.45767995 0.34456031] [ 0.42859223 0.4554009 0.45974023 0.46492302 0.44547587] [ 0.36269406 0.67205917 0.32133437 0.80983821 0.39411674] [ 0.50248852 0.55122281 0.57636828 0.4951329 0.39629536] [ 0.33323283 0.58140158 0.38223682 0.73030931 0.46579416] [ 0.29638221 0.41600535 0.4473847 0.71498429 0.39955096] [ 0.61937734 0.39978705 0.48823311 0.51102437 0.4730908 ] [ 0.57818262 0.5015624 0.4942504 0.55002595 0.3118616 ] [ 0.32476802 0.6488913 0.60606496 0.67885939 0.49398338] [ 0.57293143 0.33694123 0.52317331 0.6483837 0.31422432] [ 0.78482489 0.32403914 0.46278859 0.19391624 0.36601797] [ 0.57393967 0.28665925 0.59075075 0.49124727 0.53640916] [ 0.54141603 0.50106012 0.38147047 0.42375183 0.41855653] [ 0.19593948 0.58232586 0.40505874 0.84761658 0.38403077] [ 0.62746077 0.43123321 0.51642502 0.36380485 0.57763977] [ 0.36483601 0.64245972 0.34917219 0.80668961 0.52282652] [ 0.67330727 0.39742364 0.45393605 0.34191539 0.24671365] [ 0.66339972 0.44086891 0.5163202 0.44587787 0.46244723] [ 0.67307243 0.45719089 0.45922033 0.39555324 0.40665424] [ 0.70326133 0.52053347 0.59033508 0.5457351 0.37554361] [ 0.47757069 0.57426473 0.44892954 0.55353401 0.42187068] [ 0.56551441 0.28065317 0.57667623 0.52692841 0.40919469] [ 0.36979353 0.53784771 0.33784577 0.66363297 0.52988772] [ 0.75776421 0.39708887 0.49424399 0.29467368 0.30531307] [ 0.61787749 0.55479289 0.61977951 0.5449829 0.38004269] [ 0.7801105 0.40362145 0.52325868 0.27623097 0.46595531] [ 0.76586389 0.32940583 0.64931736 0.24772008 0.38426971] [ 0.1641781 0.68857992 0.37373931 0.91211809 0.66858271] [ 0.42658152 0.51916894 0.44538378 0.66448081 0.37913695] [ 0.5356113 0.42026824 0.56417017 0.5294274 0.5079418 ] [ 0.62101868 0.50595839 0.47593129 0.51926036 0.4002231 ] [ 0.46012751 0.44371342 0.54254638 0.42715193 0.48448311] [ 0.54026727 0.50873771 0.45682478 0.32228655 0.51510633] [ 0.82969788 0.32172071 0.46881032 0.21430964 0.33152456] [ 0.67397831 0.49012116 0.53411533 0.47067185 0.36909519] [ 0.36491967 0.54459418 0.50604908 0.65630461 0.51959164] [ 0.25687343 0.56250153 0.54722596 0.79524303 0.53533776] [ 0.35102099 0.60881609 0.43159242 0.81419051 0.58449748] [ 0.6656246 0.50260351 0.39305767 0.24123326 0.34252724] [ 0.81981107 0.41716336 0.46838838 0.32037927 0.40898278] [ 0.60091708 0.45658323 0.39950757 0.74249751 0.29816627] [ 0.39503463 0.48646893 0.53414475 0.74368243 0.44352345] [ 0.17945735 0.49025835 0.45476835 0.87826641 0.49303053] [ 0.39532815 0.50731493 0.42294992 0.57050363 0.54796366] [ 0.58576629 0.41737974 0.59353333 0.1600387 0.44556482] [ 0.58452829 0.50924966 0.53491189 0.35831031 0.49130265] [ 0.38408581 0.37602715 0.62606783 0.70887478 0.35850721] [ 0.73085146 0.49238026 0.54159246 0.5333857 0.47955751] [ 0.21999601 0.50796218 0.52657179 0.81261482 0.52707923] [ 0.24279688 0.51086206 0.3739335 0.89153727 0.3994725 ] [ 0.42003366 0.48775192 0.51924752 0.59526755 0.503381 ] [ 0.74597035 0.52163308 0.37033661 0.30254906 0.29569203] [ 0.84203877 0.37100477 0.5271319 0.19096994 0.41531719] [ 0.20952881 0.57302602 0.33385686 0.83222843 0.44251361] [ 0.14991406 0.46921424 0.42682832 0.7599798 0.59476496] [ 0.31817238 0.55391289 0.53051003 0.76903928 0.52999068] [ 0.21413317 0.39183411 0.50164675 0.68995424 0.63336845] [ 0.80701337 0.42301154 0.5189412 0.25413303 0.42322334] [ 0.29819727 0.52304062 0.52759388 0.7939365 0.54612014] [ 0.3830394 0.59203947 0.52945091 0.71698552 0.60390265] [ 0.70308793 0.35617675 0.45131834 0.37660581 0.39151997] [ 0.48277793 0.44580522 0.58452606 0.43929279 0.50719474] [ 0.67686209 0.39543495 0.51962704 0.2978323 0.40488681] [ 0.13910183 0.57311096 0.51603164 0.83215434 0.54605676] [ 0.51625239 0.40113004 0.54371791 0.63803418 0.40683975] [ 0.5896291 0.48860969 0.50932906 0.43808326 0.31899987] [ 0.64397905 0.49670904 0.59737971 0.22376568 0.46528938] [ 0.597305 0.36720896 0.60913078 0.36950137 0.5213355 ] [ 0.43982075 0.61467499 0.45344512 0.69941288 0.53736416] [ 0.46710055 0.39657403 0.45688888 0.69268831 0.30891564] [ 0.59883168 0.46131299 0.59761527 0.33498274 0.54396388] [ 0.61291482 0.39177436 0.46698958 0.44222455 0.39406864] [ 0.61867005 0.53474586 0.31936625 0.44572533 0.39392397] [ 0.57235331 0.39894507 0.40900428 0.59827368 0.35843137] [ 0.51013641 0.3699904 0.63329899 0.62056461 0.33609069] [ 0.5367652 0.35992142 0.62440773 0.61632673 0.45444171] [ 0.31166604 0.48949529 0.48710332 0.77233749 0.38337925] [ 0.5389535 0.52377682 0.6224153 0.47770228 0.46621635] [ 0.17538265 0.46058049 0.60397817 0.60048968 0.51471121] [ 0.7188961 0.55225169 0.51940024 0.30547019 0.35373786] [ 0.16236208 0.64352248 0.46040624 0.89385754 0.60986799] [ 0.29289226 0.57462016 0.36292805 0.80185477 0.50264389] [ 0.9019654 0.29078807 0.59286216 0.12388843 0.39242784] [ 0.75342741 0.4441922 0.47941452 0.37414019 0.45046603] [ 0.75810784 0.52606602 0.4428767 0.32522646 0.28378913] [ 0.69124739 0.39471863 0.58759375 0.40164638 0.45574748] [ 0.27807019 0.5795768 0.40800829 0.5675358 0.4929903 ] [ 0.37821368 0.44146089 0.60237128 0.72597585 0.43601545] [ 0.75088731 0.40432494 0.51453079 0.25559346 0.4129785 ] [ 0.32937372 0.55089728 0.5960463 0.6863638 0.58099539] [ 0.62044533 0.44603739 0.47814833 0.33961494 0.38272235] [ 0.59565054 0.49739762 0.50068502 0.6274735 0.38877127] [ 0.79677 0.46318385 0.53562363 0.31276445 0.36354772] [ 0.44590957 0.49645355 0.47350352 0.57328051 0.5209793 ] [ 0.52700167 0.62769651 0.42160465 0.56887186 0.40310384] [ 0.72558815 0.39775796 0.57729345 0.36631226 0.32846122] [ 0.22689968 0.57573414 0.46261233 0.855818 0.37376153] [ 0.35283877 0.50005884 0.51105558 0.74466175 0.48653598] [ 0.41318361 0.53100499 0.36978018 0.7691754 0.28049766] [ 0.79296533 0.40660681 0.54310886 0.25640349 0.48352172] [ 0.70542496 0.52452549 0.60862748 0.43814306 0.44178371] [ 0.45763079 0.45586899 0.54815083 0.75209875 0.48940545] [ 0.67404973 0.44529823 0.59780878 0.26333518 0.46420751] [ 0.17668164 0.4772722 0.42386904 0.84680364 0.56419344] Progress: 15.1% ... Training loss: 0.685 ... Validation loss: 1.219[ 0.60064093 0.44444454 0.44575237 0.54282371 0.54828346] [ 0.29338597 0.54586447 0.47975534 0.75847883 0.52585599] [ 0.45592846 0.62050559 0.45764597 0.53532397 0.64379681] [ 0.88275641 0.46795598 0.50158426 0.27483302 0.38701927] [ 0.34744276 0.47484871 0.58283753 0.72123311 0.48165102] [ 0.52504496 0.40849041 0.38201539 0.4578858 0.36057407] [ 0.36716572 0.538205 0.44612212 0.69079605 0.37214245] [ 0.22497481 0.50455545 0.41885727 0.76862196 0.4817144 ] [ 0.47834226 0.61472058 0.45374516 0.54627474 0.4405192 ] [ 0.3669061 0.52027393 0.58059844 0.75063674 0.5014835 ] [ 0.19144809 0.55606474 0.42958572 0.874247 0.46230361] [ 0.50558745 0.49661222 0.41772782 0.68646991 0.35577659] [ 0.33451629 0.63760966 0.48178186 0.6850471 0.47362964] [ 0.70359133 0.34075633 0.4915094 0.32715999 0.33434119] [ 0.83545209 0.50518047 0.52988283 0.25048485 0.32758475] [ 0.67048031 0.57887577 0.39562716 0.43646584 0.38317828] [ 0.5462496 0.50794975 0.39485033 0.67922485 0.36910912] [ 0.78594763 0.37098279 0.45577179 0.31129467 0.43241994] [ 0.37224522 0.49392998 0.5636168 0.78008284 0.44717557] [ 0.39547996 0.56953488 0.4715118 0.58562024 0.65387447] [ 0.58227594 0.50868853 0.42269707 0.60657525 0.48119776] [ 0.78448321 0.3283468 0.50631551 0.37357923 0.45440876] [ 0.61486707 0.52392144 0.53746207 0.45339607 0.46135661] [ 0.36798282 0.52087426 0.50286008 0.54679401 0.47114458] [ 0.44994097 0.39714523 0.60460131 0.68990747 0.35301578] [ 0.516337 0.54060568 0.40556864 0.80422339 0.41822122] [ 0.66212118 0.47265567 0.48809757 0.28786852 0.47132649] [ 0.69289648 0.52914895 0.51155432 0.4745514 0.4605174 ] [ 0.4895645 0.38777561 0.65082637 0.58199976 0.31219751] [ 0.57366021 0.42137231 0.58011723 0.49027449 0.44674006] [ 0.51324639 0.45676964 0.56290402 0.41170271 0.55955419] [ 0.58192709 0.45835416 0.43626505 0.66773527 0.31186637] [ 0.28695315 0.43320177 0.5577765 0.58740119 0.39119697] [ 0.17078019 0.61660816 0.40839396 0.89038436 0.59513721] [ 0.60020973 0.36100762 0.47302134 0.50127074 0.44433866] [ 0.75731926 0.42083107 0.46319979 0.17745047 0.30283302] [ 0.41203361 0.45798716 0.5600493 0.65771203 0.5694778 ] [ 0.7313602 0.51746479 0.58034473 0.52675433 0.40363949] [ 0.44531204 0.45586599 0.58025515 0.57874582 0.4068434 ] [ 0.75069273 0.43817536 0.490704 0.37602885 0.34022133] [ 0.44563828 0.57589335 0.42938773 0.7530258 0.43339825] [ 0.24297612 0.53814661 0.50268366 0.76213017 0.46812266] [ 0.41149245 0.5744313 0.47858622 0.56605596 0.50239627] [ 0.31621743 0.68649896 0.39557746 0.73788773 0.54520458] [ 0.24187988 0.63555862 0.34672676 0.72900902 0.40824679] [ 0.24349145 0.48805726 0.56185665 0.7365061 0.35177513] [ 0.35275438 0.52571278 0.47918846 0.73036368 0.39183513] [ 0.79657228 0.50240989 0.42878174 0.40020147 0.36667322] [ 0.24986301 0.42477358 0.52389248 0.76102172 0.45446727] [ 0.29350679 0.51077476 0.35548619 0.67520945 0.40200828] [ 0.79165026 0.5735615 0.39550086 0.45704594 0.27525234] [ 0.38461339 0.51329989 0.5976766 0.66317843 0.60602429] [ 0.71983026 0.46241611 0.49830559 0.38178069 0.3642498 ] [ 0.20141266 0.59863806 0.5255333 0.80847666 0.55604013] [ 0.78633587 0.50873922 0.55985731 0.42939702 0.37244677] [ 0.80736209 0.40972223 0.58616527 0.37243019 0.3818586 ] [ 0.41687392 0.61716921 0.4836778 0.75988487 0.31538383] [ 0.50335286 0.3954604 0.3659961 0.47916141 0.35760436] [ 0.22866767 0.62119393 0.4798846 0.84972374 0.42997709] [ 0.49088051 0.6976638 0.35570248 0.68886119 0.476322 ] [ 0.28509921 0.40002462 0.56382943 0.67705838 0.40864356] [ 0.37958365 0.59449648 0.38190459 0.71794213 0.56698268] [ 0.39013987 0.54435776 0.42746711 0.68992882 0.39047221] [ 0.27511849 0.59036179 0.48605242 0.80290508 0.51061954] [ 0.76616504 0.39899847 0.64732487 0.2330421 0.43654239] [ 0.38683386 0.46975101 0.46263546 0.47885118 0.49675741] [ 0.80316445 0.57731323 0.4923627 0.44343238 0.40916641] [ 0.4378126 0.569385 0.51207369 0.44789829 0.60239049] [ 0.6253514 0.57012082 0.51271184 0.50081737 0.45325999] [ 0.72253413 0.32379412 0.56622217 0.32973944 0.51121813] [ 0.17575228 0.55423037 0.47270752 0.90902666 0.5161883 ] [ 0.43443826 0.54212631 0.4241023 0.56673532 0.43732413] [ 0.74013688 0.57884293 0.49363298 0.41241954 0.43084749] [ 0.7367235 0.49534418 0.50635338 0.39385234 0.37907854] [ 0.71872614 0.43800444 0.59039622 0.27393041 0.38841073] [ 0.78245006 0.33718616 0.59194159 0.31353305 0.3707427 ] [ 0.18719151 0.65351604 0.38904626 0.84129187 0.47792053] [ 0.82865411 0.41071609 0.44205395 0.24309086 0.32395801] [ 0.27381705 0.63974152 0.42028595 0.71183283 0.43455261] [ 0.78157541 0.32506421 0.52485877 0.30613063 0.48559348] [ 0.49818288 0.50752994 0.55859945 0.74557168 0.42170603] [ 0.87614071 0.41677725 0.53323466 0.1315914 0.38180104] [ 0.68561538 0.35218468 0.68627131 0.32173583 0.48597557] [ 0.70554522 0.54993867 0.42474403 0.55788422 0.44867017] [ 0.3625154 0.51696519 0.44232972 0.83825545 0.37544674] [ 0.79002185 0.35413521 0.61913524 0.16934515 0.48749779] [ 0.82661911 0.40881965 0.5312955 0.38321614 0.39403527] [ 0.70026736 0.30379536 0.59148807 0.29527456 0.29894459] [ 0.83618681 0.30912295 0.5236023 0.19252304 0.46062478] [ 0.3231815 0.5823529 0.54912804 0.5182051 0.52356557] [ 0.71588174 0.46672351 0.39614793 0.34372354 0.34167556] [ 0.48609648 0.40764673 0.51357058 0.74090526 0.32450407] [ 0.54342925 0.59761199 0.48507543 0.54678526 0.49475281] [ 0.14628926 0.52950479 0.54358475 0.88765 0.52271761] [ 0.54247544 0.53123352 0.50539531 0.76815756 0.38576527] [ 0.45443018 0.63526954 0.39124651 0.6846813 0.48817087] [ 0.55649112 0.50137917 0.44856339 0.61166584 0.47822083] [ 0.15793163 0.61883375 0.53443812 0.90553589 0.49224225] [ 0.30281051 0.50466519 0.52674812 0.79878358 0.51504801] [ 0.15590321 0.58328193 0.49729667 0.81994313 0.63632363] [ 0.31957354 0.39659597 0.54585688 0.68125765 0.56842901] [ 0.48953012 0.38054694 0.64311543 0.58711423 0.40100173] [ 0.68965301 0.43615267 0.5988184 0.45065921 0.43861633] [ 0.50875526 0.3731666 0.51117584 0.68123895 0.34136671] [ 0.49752757 0.57529624 0.52796507 0.51424529 0.48208149] [ 0.53347646 0.49508391 0.46772149 0.49851983 0.43439444] [ 0.79471954 0.35770312 0.56692567 0.154688 0.46671118] [ 0.22996224 0.41386414 0.35272684 0.82943896 0.40894932] [ 0.71961505 0.41663555 0.53132141 0.48836186 0.36768415] [ 0.4286678 0.52212248 0.57274488 0.67223915 0.600367 ] [ 0.88605511 0.49959221 0.50112125 0.16084883 0.35880348] [ 0.23298433 0.39781817 0.44321902 0.74151171 0.4939353 ] [ 0.58699444 0.54208047 0.57841094 0.57476225 0.327075 ] [ 0.70886131 0.5263884 0.53976471 0.40138753 0.52863734] [ 0.23195797 0.54227184 0.54276016 0.78571244 0.48422139] [ 0.54500644 0.51493788 0.39407056 0.50383415 0.40957538] [ 0.23859958 0.39032981 0.43253734 0.77382986 0.54233064] [ 0.64281306 0.35819568 0.6577615 0.30681172 0.47832201] [ 0.36707388 0.62361706 0.39639072 0.71163633 0.51524272] [ 0.452872 0.45035771 0.42589826 0.68316569 0.54391648] [ 0.80930383 0.29753404 0.42371212 0.27017183 0.2954733 ] [ 0.15121994 0.56274872 0.4973407 0.90928423 0.50013116] [ 0.64770032 0.54048875 0.43063261 0.46485236 0.37862475] [ 0.58395378 0.36199683 0.56747955 0.50248493 0.40986145] [ 0.25042578 0.47554179 0.48688993 0.71587381 0.46289362] [ 0.47614308 0.41264937 0.61302098 0.53685794 0.39457105] [ 0.2875836 0.50483691 0.56259082 0.8149948 0.45005338] [ 0.07893435 0.55332939 0.44550397 0.92356226 0.50092719] Progress: 15.1% ... Training loss: 0.684 ... Validation loss: 1.221[ 0.27150064 0.62990773 0.39141489 0.8111608 0.38718004] [ 0.18225228 0.71793442 0.38522193 0.90561365 0.63989568] [ 0.50834475 0.53639098 0.49911242 0.64424469 0.44299459] [ 0.87662894 0.57424166 0.49457091 0.33030885 0.33917798] [ 0.67153195 0.54632362 0.43017629 0.49965572 0.29379021] [ 0.79181278 0.46889295 0.5900416 0.3218398 0.45872147] [ 0.75428292 0.38751853 0.51267512 0.20425636 0.39662867] [ 0.48580441 0.42791284 0.42442787 0.82423115 0.41585615] [ 0.33817246 0.53729554 0.41484417 0.63830854 0.57499402] [ 0.88453304 0.33912798 0.46519704 0.23743753 0.3103451 ] [ 0.65175943 0.44627876 0.60178092 0.54875402 0.44963375] [ 0.38428247 0.58071618 0.48587242 0.72965665 0.38522792] [ 0.78700206 0.41751246 0.38619495 0.3759792 0.43949274] [ 0.43205049 0.5780577 0.50373603 0.55838859 0.52917083] [ 0.64803675 0.55217872 0.50946286 0.52702209 0.29493965] [ 0.75193293 0.38022669 0.56569128 0.18331685 0.34054203] [ 0.2694822 0.56848672 0.57257876 0.80248033 0.42274902] [ 0.84241429 0.2497028 0.56176716 0.10133097 0.39236005] [ 0.67953311 0.4723744 0.49663496 0.25144971 0.5164003 ] [ 0.55663711 0.54727728 0.58536088 0.54175683 0.4108655 ] [ 0.34554148 0.50443456 0.45545859 0.71289525 0.3956573 ] [ 0.17428488 0.4818009 0.3799239 0.86753113 0.52328027] [ 0.77075103 0.47648369 0.3924239 0.39414962 0.39570528] [ 0.8133532 0.4351464 0.53433381 0.32217068 0.43840237] [ 0.53852274 0.35076535 0.60361781 0.57612393 0.40833492] [ 0.0937568 0.40566361 0.45997964 0.93241 0.59192018] [ 0.83128394 0.37147652 0.56105272 0.21585537 0.46564828] [ 0.50438642 0.40586743 0.39718476 0.59523282 0.40496676] [ 0.34367505 0.65625467 0.33334177 0.76553781 0.3960098 ] [ 0.09619423 0.54315419 0.50319793 0.93060915 0.62732824] [ 0.54037848 0.49719137 0.45102083 0.39493586 0.37179848] [ 0.67702769 0.38028607 0.59693795 0.32388726 0.44525949] [ 0.60105817 0.42073957 0.55899947 0.50795298 0.49646399] [ 0.75553796 0.54566741 0.52101652 0.34516796 0.58608393] [ 0.6397494 0.5455543 0.57451519 0.45270688 0.52218805] [ 0.53706068 0.53563501 0.50265523 0.49051259 0.48672891] [ 0.4844868 0.49105959 0.27481296 0.7489511 0.36925586] [ 0.29519471 0.5885565 0.46570378 0.57261204 0.46883928] [ 0.20800429 0.47215586 0.55265612 0.69804834 0.66305063] [ 0.51346226 0.52619328 0.43206919 0.52962207 0.53053423] [ 0.87859836 0.38133516 0.56368333 0.19920366 0.41024687] [ 0.76536727 0.45398034 0.5305737 0.25121475 0.33342303] [ 0.51668113 0.46186743 0.43736663 0.63075972 0.30789042] [ 0.7603049 0.42937389 0.53179436 0.33614283 0.45810835] [ 0.43408423 0.45231424 0.59407332 0.82687272 0.4005986 ] [ 0.57045433 0.44917979 0.46908756 0.59892101 0.53008975] [ 0.73756494 0.49489604 0.5065252 0.39322823 0.37891426] [ 0.67952531 0.36126265 0.67078797 0.26792865 0.45723062] [ 0.57593473 0.39472887 0.55667737 0.44702387 0.40666594] [ 0.40887755 0.45738762 0.63347317 0.61968096 0.46328369] [ 0.56405574 0.49329657 0.53471794 0.44059278 0.34044407] [ 0.7912469 0.34471784 0.52835657 0.24877142 0.4304386 ] [ 0.5968708 0.48115598 0.54175776 0.45939258 0.48136832] [ 0.1060427 0.61862598 0.44283358 0.92794391 0.48660024] [ 0.36406771 0.49491397 0.43819109 0.56508154 0.34328329] [ 0.53264722 0.54133162 0.45285166 0.40951179 0.54289626] [ 0.54134465 0.58735524 0.39381231 0.60031099 0.41963901] [ 0.42840068 0.56181925 0.38148219 0.62288881 0.4141795 ] [ 0.62419779 0.53242609 0.47887285 0.45783251 0.4912315 ] [ 0.1570712 0.4971632 0.4009862 0.86869248 0.59484127] [ 0.66721992 0.55155906 0.2788416 0.46116765 0.37202104] [ 0.56774382 0.57684249 0.33067733 0.52210135 0.36082944] [ 0.58524916 0.60454084 0.41915983 0.53485367 0.58936699] [ 0.47668239 0.57318508 0.58966506 0.58639894 0.45301674] [ 0.53147297 0.67471681 0.35624725 0.76612043 0.40806734] [ 0.82979598 0.60510831 0.47153402 0.38140059 0.38057087] [ 0.32635701 0.64792957 0.37453222 0.76782793 0.46873732] [ 0.55333097 0.44689979 0.48194707 0.61262413 0.31345733] [ 0.23417622 0.50301633 0.38272467 0.78921026 0.44532557] [ 0.54904971 0.65482291 0.49065837 0.53228753 0.52759943] [ 0.42108902 0.59847889 0.41554383 0.59061823 0.40671413] [ 0.60481864 0.42750716 0.52476372 0.46208348 0.34412546] [ 0.36424044 0.54707451 0.36202411 0.768322 0.44046601] [ 0.87326469 0.34031074 0.56564313 0.1890577 0.3981637 ] [ 0.85446256 0.352019 0.52802408 0.20771829 0.38791287] [ 0.49002848 0.48904455 0.46936771 0.67871137 0.49973805] [ 0.30064386 0.52482944 0.62255766 0.69444458 0.44819967] [ 0.6450095 0.4514671 0.54291452 0.45106951 0.40190268] [ 0.6115685 0.44700463 0.39478275 0.50399171 0.35892802] [ 0.12775078 0.4558008 0.50881429 0.87557055 0.66203072] [ 0.41463767 0.57180394 0.59542537 0.55753465 0.50909213] [ 0.59981866 0.47645085 0.46768625 0.4512192 0.40566295] [ 0.40394316 0.57341853 0.48460343 0.57264345 0.38238247] [ 0.21619177 0.40811317 0.38955727 0.77743347 0.47263914] [ 0.25987487 0.48835564 0.61631828 0.86510195 0.48115357] [ 0.6960573 0.33066877 0.62585624 0.18514068 0.45596197] [ 0.79054486 0.45290051 0.45060609 0.39775676 0.38335883] [ 0.71182989 0.51690988 0.39255914 0.33914236 0.34683484] [ 0.26400543 0.68329398 0.3325308 0.84688311 0.49743861] [ 0.21610808 0.60313173 0.43605975 0.8957858 0.46555198] [ 0.61507944 0.60113192 0.50863508 0.59182234 0.42197876] [ 0.63249124 0.32089256 0.59011041 0.39862146 0.28767695] [ 0.34022475 0.58902598 0.51511958 0.73851601 0.60878074] [ 0.3911474 0.5831106 0.57974961 0.57138945 0.51263674] [ 0.35012198 0.46322305 0.39162174 0.62995624 0.5192764 ] [ 0.53466525 0.68195681 0.30097651 0.64147442 0.3971293 ] [ 0.12532862 0.57234303 0.45551044 0.87516757 0.5622987 ] [ 0.57388247 0.41985049 0.44519715 0.63887329 0.34459113] [ 0.66927736 0.49490505 0.5376686 0.31555966 0.42883394] [ 0.20335484 0.49785546 0.44528516 0.83838686 0.45887351] [ 0.78498165 0.34667682 0.68586822 0.25245426 0.37985635] [ 0.70988804 0.59466817 0.3945099 0.52509408 0.43365011] [ 0.63409855 0.59400479 0.46968039 0.5013704 0.4796596 ] [ 0.73612316 0.24593343 0.42103527 0.22771913 0.38571679] [ 0.78264861 0.38546375 0.50064543 0.28580505 0.45189805] [ 0.4085058 0.65545916 0.32802006 0.82543067 0.32521288] [ 0.48088042 0.5401995 0.38097722 0.63241179 0.47014357] [ 0.53570928 0.39756063 0.50427109 0.46694465 0.46786711] [ 0.72396335 0.55747015 0.53805353 0.55461837 0.37897465] [ 0.59505169 0.46234661 0.50675631 0.55175189 0.46028073] [ 0.19983137 0.5256684 0.45799368 0.83536255 0.42429945] [ 0.67381167 0.39279109 0.54949327 0.39781739 0.36231231] [ 0.44125526 0.58109887 0.51015125 0.63890901 0.55672926] [ 0.45171997 0.48723566 0.36305462 0.59576005 0.43665327] [ 0.53793956 0.48676175 0.53626502 0.58636032 0.35584475] [ 0.30626066 0.61509162 0.48958919 0.69254353 0.45959146] [ 0.45244865 0.42719195 0.62366491 0.65849654 0.4723841 ] [ 0.44951163 0.67840868 0.4765267 0.62644245 0.39332351] [ 0.29992964 0.6110194 0.49674132 0.73236312 0.4093739 ] [ 0.51621942 0.48021858 0.62585828 0.76567885 0.40940239] [ 0.42505964 0.51799632 0.47724897 0.61118508 0.43823498] [ 0.64515358 0.47902186 0.5526318 0.37533473 0.55625898] [ 0.55596251 0.35946407 0.55791481 0.43777192 0.38476777] [ 0.16949466 0.65961339 0.36311978 0.91073079 0.51084638] [ 0.6155765 0.36969697 0.51765753 0.33312103 0.47772783] [ 0.62558693 0.46099001 0.50004329 0.58021605 0.41139305] [ 0.79568527 0.4160516 0.47877165 0.35026348 0.44954524] [ 0.49501648 0.53483992 0.35648359 0.59086925 0.37298404] Progress: 15.2% ... Training loss: 0.684 ... Validation loss: 1.221[ 0.4248184 0.59993403 0.38323173 0.65558784 0.40543498] [ 0.28274383 0.56024995 0.38370842 0.7361897 0.56048263] [ 0.54375584 0.38978212 0.63973743 0.62817404 0.37109739] [ 0.15131933 0.52727558 0.40013652 0.91200098 0.52141136] [ 0.72186725 0.31428537 0.53685733 0.30767991 0.54295081] [ 0.69923787 0.33520004 0.51308217 0.35098819 0.54477744] [ 0.29856019 0.50273938 0.44484685 0.54409857 0.56481426] [ 0.61865521 0.39404999 0.41211872 0.43052447 0.31213073] [ 0.71562279 0.52273518 0.42369533 0.26795193 0.44953759] [ 0.1491702 0.51438178 0.4227629 0.85622001 0.62414855] [ 0.79435337 0.41145979 0.42038934 0.39105471 0.39988394] [ 0.73855441 0.48099478 0.58845512 0.18105691 0.52769731] [ 0.23365107 0.49957794 0.61737866 0.73829842 0.58167069] [ 0.46850404 0.46432735 0.53441049 0.57102725 0.29858889] [ 0.38617643 0.4600042 0.61377194 0.54206648 0.66247003] [ 0.83222717 0.41405419 0.53054899 0.41557669 0.34896343] [ 0.69942378 0.41787651 0.516962 0.41070553 0.51722027] [ 0.60031791 0.63254037 0.5109119 0.39304997 0.5966215 ] [ 0.12502849 0.59061103 0.49556787 0.86570325 0.47968159] [ 0.4351834 0.48625163 0.54305184 0.49138285 0.53039866] [ 0.78693967 0.48390834 0.45763506 0.34257583 0.32901658] [ 0.55816562 0.62107122 0.50777219 0.50757807 0.48566975] [ 0.4309386 0.3884502 0.48920106 0.67116354 0.41226548] [ 0.33678606 0.53840166 0.38072149 0.77069092 0.39855824] [ 0.58943416 0.51916579 0.43894607 0.33596181 0.35032182] [ 0.82747493 0.38431671 0.61258154 0.22193755 0.4498316 ] [ 0.46495083 0.59149833 0.30190378 0.68982972 0.37888234] [ 0.61497797 0.60468076 0.5101819 0.62436788 0.49551205] [ 0.822979 0.36518014 0.63434809 0.23061203 0.50394737] [ 0.09335915 0.53765907 0.63359337 0.83996863 0.73836072] [ 0.25107102 0.58700557 0.43225715 0.86302914 0.64319327] [ 0.44112597 0.5123869 0.45182137 0.72899377 0.4248719 ] [ 0.68382144 0.40330738 0.56946917 0.40202547 0.42892802] [ 0.53017092 0.48173116 0.55866093 0.48137842 0.42479129] [ 0.64303563 0.46430716 0.51025224 0.37812995 0.49560138] [ 0.4957686 0.53633785 0.46658082 0.50919568 0.49745321] [ 0.63470054 0.565216 0.41838078 0.48398199 0.4051411 ] [ 0.87097572 0.34033592 0.56414763 0.11106663 0.39399549] [ 0.33268082 0.4202448 0.47867044 0.81889387 0.51259735] [ 0.8389994 0.34685906 0.58444982 0.21655292 0.42434119] [ 0.34220312 0.45392797 0.45678702 0.66100876 0.39127042] [ 0.78735689 0.49540567 0.50967298 0.50373913 0.38241487] [ 0.79988263 0.36224722 0.56194234 0.27667277 0.32795763] [ 0.84485345 0.41335067 0.38614311 0.29416894 0.46200598] [ 0.09209403 0.59981143 0.46505166 0.92231256 0.53787683] [ 0.1185174 0.4169926 0.45913393 0.83954729 0.59794728] [ 0.87049123 0.35793412 0.59946848 0.16915237 0.4237051 ] [ 0.86641795 0.38666631 0.50640541 0.13227774 0.35229789] [ 0.75654001 0.43932145 0.59651614 0.15339203 0.48831306] [ 0.78217781 0.37637704 0.51387806 0.440175 0.39589791] [ 0.78847593 0.33394753 0.42352969 0.45114724 0.33467596] [ 0.64119771 0.53719069 0.50771181 0.29544413 0.44539406] [ 0.70451346 0.33070793 0.53963866 0.2703653 0.43880255] [ 0.54493348 0.44637564 0.5201858 0.48367088 0.40549386] [ 0.29425492 0.50388633 0.50540567 0.72372852 0.429703 ] [ 0.2477546 0.42766387 0.53487276 0.7335601 0.44952816] [ 0.70223265 0.43177748 0.39847551 0.29036924 0.33465569] [ 0.49199612 0.61233732 0.586445 0.50776785 0.41946653] [ 0.2833816 0.4269603 0.56547544 0.61392341 0.53814213] [ 0.27546634 0.46024123 0.44088282 0.78316832 0.54971004] [ 0.38282099 0.45093679 0.46828592 0.74341601 0.42064361] [ 0.81020697 0.44898222 0.46348179 0.28618476 0.32059064] [ 0.68464411 0.5177086 0.31117715 0.4222488 0.34173588] [ 0.57348673 0.4980556 0.45355211 0.43732021 0.45151297] [ 0.40174512 0.43340266 0.52451056 0.69033633 0.33240979] [ 0.11552738 0.53570599 0.60011406 0.87965787 0.65721614] [ 0.46535224 0.59316107 0.39418032 0.69011912 0.54620145] [ 0.76673159 0.47514137 0.35421881 0.40474445 0.31983596] [ 0.64406309 0.40159263 0.46315597 0.41144818 0.45138866] [ 0.74549847 0.48237772 0.49238226 0.21400403 0.40190044] [ 0.50723399 0.54387116 0.42733781 0.57698939 0.39772711] [ 0.61961158 0.58471336 0.32902578 0.58653262 0.28990868] [ 0.18490701 0.47502005 0.42524697 0.69940021 0.58422539] [ 0.40246814 0.40250304 0.37579073 0.62875643 0.398707 ] [ 0.47647751 0.691881 0.33503002 0.77272352 0.38123437] [ 0.52498995 0.40857886 0.38197837 0.45790182 0.3606188 ] [ 0.44065394 0.54433736 0.28500245 0.662532 0.41326282] [ 0.41496964 0.50458756 0.53624933 0.7552071 0.46176691] [ 0.21558437 0.67224522 0.30841783 0.81258928 0.51425293] [ 0.47595542 0.46996221 0.55255807 0.46764455 0.42890628] [ 0.3098543 0.4743049 0.41569356 0.62613555 0.42961964] [ 0.47224228 0.63585575 0.33204003 0.60862481 0.42010623] [ 0.15449764 0.42462569 0.42059045 0.87186303 0.50822398] [ 0.56704662 0.42896386 0.61603343 0.65913626 0.42381563] [ 0.45790361 0.52172619 0.63983209 0.53242068 0.47493828] [ 0.47592909 0.55755983 0.45109802 0.40105109 0.46300851] [ 0.75335123 0.68989576 0.41349475 0.64466799 0.31472548] [ 0.68423842 0.42577424 0.45923006 0.37348263 0.35856988] [ 0.35876595 0.50213751 0.50924621 0.73078113 0.59639145] [ 0.53741108 0.58022749 0.37875478 0.51950731 0.37327376] [ 0.29878971 0.46713551 0.36208578 0.87860607 0.40554751] [ 0.53100059 0.51137732 0.5998238 0.39228098 0.4490947 ] [ 0.34014763 0.43626039 0.44629972 0.62495641 0.44001117] [ 0.85378006 0.40759179 0.59861398 0.19246169 0.32618902] [ 0.72435766 0.45672575 0.50203228 0.36147178 0.41947176] [ 0.31450785 0.55197105 0.46651744 0.75471501 0.45964367] [ 0.44727372 0.59639602 0.50713187 0.698683 0.58054972] [ 0.83081141 0.41684693 0.42252865 0.20728699 0.30291668] [ 0.54937461 0.35333605 0.44764083 0.56740484 0.33144876] [ 0.27381195 0.58885401 0.53233601 0.74259562 0.43062199] [ 0.33268082 0.4202448 0.47867044 0.81889387 0.51259735] [ 0.67455725 0.52775772 0.49439122 0.4129357 0.34490686] [ 0.21153858 0.58874371 0.39027792 0.82334285 0.40129768] [ 0.43074284 0.472908 0.31923187 0.75309501 0.32781982] [ 0.65901201 0.41155307 0.43794632 0.55793725 0.41129923] [ 0.20486018 0.52397023 0.3916832 0.79324126 0.44943703] [ 0.55266863 0.39681271 0.61228221 0.45240688 0.41363436] [ 0.18413523 0.51928911 0.37734736 0.85445543 0.42162657] [ 0.40771945 0.45306041 0.64788766 0.7603383 0.45426204] [ 0.87771947 0.39472196 0.65072283 0.14884287 0.40060966] [ 0.41801981 0.56945316 0.33940293 0.61770602 0.42441788] [ 0.87832165 0.45666552 0.53529154 0.29523208 0.33256257] [ 0.36903015 0.34340635 0.52308935 0.66727158 0.45479943] [ 0.64849351 0.56411079 0.50251031 0.45544312 0.46476773] [ 0.46017937 0.42599323 0.66620649 0.62027075 0.47318082] [ 0.84286005 0.38474382 0.62318496 0.17140507 0.39730133] [ 0.61105285 0.55107286 0.4600532 0.47086701 0.37303249] [ 0.45237457 0.43194649 0.62681926 0.5330072 0.38869305] [ 0.11987994 0.50764032 0.49168755 0.83244443 0.6318505 ] [ 0.16699914 0.59568528 0.38883735 0.85114572 0.50213176] [ 0.37315871 0.62154604 0.44922924 0.63558804 0.39661588] [ 0.26260562 0.51954813 0.57915429 0.77212216 0.50001233] [ 0.66868485 0.39068983 0.38962362 0.35062013 0.31593186] [ 0.84155126 0.3792894 0.45759095 0.23185416 0.31639253] [ 0.34431387 0.5874209 0.48280388 0.63187904 0.40985252] [ 0.15460998 0.60242908 0.57936161 0.84856883 0.55674752] [ 0.47028542 0.42981544 0.53614999 0.60417613 0.38326669] [ 0.29538183 0.52897474 0.52966442 0.75994539 0.45317853] Progress: 15.2% ... Training loss: 0.683 ... Validation loss: 1.218[ 0.18910831 0.71067572 0.31528466 0.84124373 0.55509163] [ 0.77690741 0.3595703 0.57151516 0.2543247 0.36587032] [ 0.30319929 0.443263 0.5157178 0.43645545 0.59563977] [ 0.71037805 0.41721821 0.53505538 0.42764647 0.3517463 ] [ 0.47184654 0.549854 0.60447511 0.615137 0.3516404 ] [ 0.75112343 0.35883707 0.55858799 0.17746254 0.49135474] [ 0.48146902 0.47868333 0.46346203 0.49999771 0.36851296] [ 0.77291313 0.43321295 0.57637411 0.2542381 0.42999578] [ 0.14758271 0.57888494 0.4729444 0.89425962 0.61359942] [ 0.41154983 0.49168616 0.55686891 0.65912251 0.43668045] [ 0.30282391 0.53965042 0.37698843 0.64315618 0.52120664] [ 0.15265417 0.50683452 0.58547566 0.80398878 0.61970881] [ 0.67172583 0.37584043 0.55354581 0.23505247 0.54759786] [ 0.72092423 0.39952886 0.3803474 0.34652294 0.36955467] [ 0.29500381 0.61723056 0.45239754 0.84427994 0.47439431] [ 0.36211402 0.50116208 0.52177724 0.82173403 0.44997676] [ 0.38151296 0.61011194 0.42886921 0.57871061 0.55239294] [ 0.52494227 0.57656518 0.42508401 0.56106506 0.45101114] [ 0.64312053 0.34195879 0.51601155 0.26120041 0.45933527] [ 0.25569519 0.60466965 0.28261159 0.78991857 0.46428108] [ 0.63742119 0.37325585 0.56437487 0.47285166 0.39211574] [ 0.73815414 0.33774667 0.55569443 0.32177926 0.50166993] [ 0.68062956 0.37543666 0.51704624 0.4118798 0.43738022] [ 0.66879965 0.58763434 0.42527102 0.64538641 0.36250674] [ 0.66648062 0.34990092 0.63603833 0.3121934 0.41391369] [ 0.6322483 0.57444594 0.28896428 0.56041163 0.41872448] [ 0.83875114 0.39040157 0.57528115 0.32534819 0.34762862] [ 0.86361601 0.40470375 0.51894274 0.12961341 0.36249731] [ 0.40953014 0.42180858 0.49654137 0.5813156 0.49723031] [ 0.71910325 0.44065641 0.51479745 0.41165366 0.44546144] [ 0.75857201 0.53943737 0.42609438 0.45569521 0.40784223] [ 0.73665863 0.33361947 0.54674622 0.41978743 0.50031191] [ 0.47054679 0.41067612 0.48552454 0.56936098 0.44972682] [ 0.79879864 0.49479706 0.53551206 0.36361312 0.39952592] [ 0.52071201 0.38268404 0.56201825 0.36735728 0.39698371] [ 0.52407258 0.40896784 0.38183154 0.45844949 0.36075857] [ 0.16224839 0.64530927 0.38243651 0.74616275 0.52192472] [ 0.36581923 0.45777987 0.52074271 0.68407357 0.33235922] [ 0.29522877 0.42827458 0.43046294 0.71860944 0.52525347] [ 0.36389252 0.48476905 0.40920974 0.7678851 0.33966955] [ 0.09040922 0.51386481 0.34576603 0.8871342 0.55881817] [ 0.3340233 0.57433968 0.55497244 0.65588307 0.52432703] [ 0.63823033 0.47621428 0.45553317 0.41755676 0.42811769] [ 0.48856198 0.59667663 0.47826807 0.5280199 0.41911142] [ 0.54227437 0.51278285 0.54252451 0.49893887 0.37981416] [ 0.29158268 0.50388839 0.69615935 0.74726131 0.54353643] [ 0.59160348 0.39939906 0.36794912 0.40562988 0.28610318] [ 0.6310499 0.38711806 0.47630499 0.4378821 0.4463922 ] [ 0.70340934 0.51338599 0.35658958 0.35374843 0.33511614] [ 0.16209078 0.46757843 0.56495726 0.69538703 0.57295466] [ 0.74670768 0.39389835 0.51404078 0.29603682 0.51879394] [ 0.35554803 0.63029274 0.41810858 0.56922829 0.4118904 ] [ 0.57948988 0.57266778 0.38081583 0.34498976 0.39444256] [ 0.68478825 0.55659059 0.45751882 0.51529466 0.4106786 ] [ 0.55292885 0.4960117 0.61853226 0.48633075 0.46933431] [ 0.60413613 0.44654381 0.57307332 0.36920365 0.5156371 ] [ 0.34289446 0.4060515 0.46815431 0.66357173 0.61539196] [ 0.90674302 0.30767342 0.55118711 0.08806246 0.28007473] [ 0.50017197 0.53678388 0.43912163 0.46884099 0.52214548] [ 0.20650068 0.59514765 0.49383273 0.85289437 0.5084281 ] [ 0.47005084 0.51001843 0.34305813 0.77072953 0.5242571 ] [ 0.75506205 0.27008159 0.44373535 0.35844363 0.33583179] [ 0.63713044 0.48734097 0.44615045 0.43331807 0.48569862] [ 0.65041799 0.57919448 0.52466262 0.43883832 0.43133994] [ 0.30874553 0.58781406 0.3468342 0.67161877 0.45753068] [ 0.50048502 0.51013178 0.52298598 0.46106705 0.5523369 ] [ 0.59183214 0.52492786 0.36241496 0.42922952 0.39634526] [ 0.88017158 0.43556234 0.49011061 0.17922236 0.35568341] [ 0.79229872 0.4366343 0.58848534 0.29008858 0.46115975] [ 0.67801811 0.4261016 0.58768491 0.42387834 0.43106456] [ 0.63857577 0.47502067 0.43261385 0.35736922 0.46593922] [ 0.83815488 0.35989965 0.61188853 0.22692565 0.47146976] [ 0.6398845 0.44571941 0.51012113 0.27283247 0.28157724] [ 0.52433558 0.55959701 0.46747446 0.58574987 0.561276 ] [ 0.58343659 0.48224424 0.39480676 0.45320674 0.48110577] [ 0.45038471 0.52538921 0.41297479 0.53205805 0.31973049] [ 0.72137885 0.35534825 0.36744697 0.33033454 0.3128029 ] [ 0.67008023 0.54779176 0.46168777 0.37228209 0.48353865] [ 0.32049733 0.51783615 0.46485748 0.72429413 0.59328287] [ 0.09487321 0.60192774 0.37615722 0.87933923 0.54168618] [ 0.35495794 0.62140681 0.4053735 0.79856174 0.37708926] [ 0.40109274 0.34531781 0.56009245 0.74020107 0.50091797] [ 0.35222156 0.5006219 0.51084598 0.74496511 0.48675283] [ 0.82522449 0.44679305 0.54709671 0.15565469 0.38043504] [ 0.89119235 0.31417405 0.4492593 0.13679628 0.35038502] [ 0.72289405 0.48443406 0.52248309 0.26938489 0.41132979] [ 0.76215016 0.36812001 0.40075118 0.26029465 0.32904141] [ 0.79692859 0.52469905 0.45236761 0.51913372 0.4023659 ] [ 0.59827724 0.57515349 0.49019051 0.67291605 0.33443546] [ 0.88827154 0.39853112 0.51742696 0.11002102 0.29303365] [ 0.55737242 0.67297925 0.35940432 0.58850704 0.46052435] [ 0.70077115 0.45833546 0.50988626 0.53280973 0.4926674 ] [ 0.49037877 0.41426248 0.54118613 0.54190749 0.33186102] [ 0.57660837 0.51606185 0.51592709 0.45106793 0.45295006] [ 0.4844464 0.45746238 0.55456878 0.6295845 0.32103761] [ 0.79487507 0.26874478 0.51235851 0.28571815 0.43035167] [ 0.61692801 0.56626708 0.35237895 0.53201113 0.4955071 ] [ 0.13201152 0.59802156 0.42168023 0.86505723 0.40809026] [ 0.64931778 0.48030901 0.4941528 0.52800678 0.47018463] [ 0.62643246 0.46373311 0.46879755 0.3801238 0.3410727 ] [ 0.33833042 0.5751062 0.46118016 0.58687666 0.50727574] [ 0.60413613 0.44654381 0.57307332 0.36920365 0.5156371 ] [ 0.48956829 0.52893104 0.52911729 0.57415198 0.44822321] [ 0.70352858 0.46459929 0.53316233 0.39888468 0.28506132] [ 0.27581548 0.50057203 0.43413151 0.66397339 0.54193111] [ 0.48244174 0.45930601 0.62655837 0.66583111 0.31943244] [ 0.07645654 0.42188966 0.47519899 0.92595876 0.59673882] [ 0.40384495 0.46730253 0.5402623 0.71239448 0.62631638] [ 0.575524 0.41880766 0.51137032 0.63714192 0.3501249 ] [ 0.367723 0.54657715 0.54217145 0.81227243 0.50972444] [ 0.72674106 0.55068016 0.35806064 0.45307976 0.36513911] [ 0.60970134 0.53406527 0.52311188 0.56552602 0.47387757] [ 0.2120342 0.652337 0.45103972 0.79276728 0.5315228 ] [ 0.31652948 0.4739986 0.50158875 0.59338635 0.40343224] [ 0.41194198 0.48856528 0.49696324 0.79057308 0.48545792] [ 0.72308153 0.40668943 0.59191035 0.22977314 0.47564105] [ 0.91498557 0.31247618 0.60463798 0.13501162 0.24736502] [ 0.68201409 0.49381112 0.56676681 0.23995264 0.57254398] [ 0.23230823 0.64231986 0.43392157 0.88767119 0.39190192] [ 0.35243583 0.49658858 0.44504552 0.78779383 0.33719945] [ 0.41178605 0.45169953 0.59343459 0.7639072 0.46399248] [ 0.27643352 0.6218802 0.48722261 0.73015205 0.65517895] [ 0.36968457 0.66429736 0.52968735 0.66671427 0.48289032] [ 0.42948439 0.47274063 0.53950665 0.6510894 0.59558945] [ 0.46033226 0.51683197 0.4156428 0.29371743 0.5046553 ] [ 0.38393586 0.47785295 0.51444361 0.46013182 0.5194539 ] [ 0.18867749 0.49880944 0.3196392 0.83647144 0.48497787] [ 0.7143132 0.42410169 0.57201215 0.30603249 0.4397752 ] Progress: 15.2% ... Training loss: 0.683 ... Validation loss: 1.210[ 0.404435 0.52143467 0.46898486 0.50919561 0.44460172] [ 0.554062 0.40675062 0.65394418 0.40943599 0.48701127] [ 0.58531061 0.45919885 0.4099307 0.67331733 0.29521882] [ 0.76291363 0.4174472 0.47509538 0.27259718 0.28508092] [ 0.57313811 0.42218933 0.59241497 0.41399759 0.49078289] [ 0.50857467 0.50023859 0.529813 0.50107991 0.40510008] [ 0.24599813 0.57303657 0.52840455 0.86605842 0.55482082] [ 0.5973453 0.48110133 0.54178773 0.45905532 0.48133807] [ 0.59531571 0.53310464 0.54698332 0.40657576 0.41148945] [ 0.75586091 0.42436599 0.49878332 0.38256526 0.30574691] [ 0.64635532 0.38832151 0.47942081 0.31799765 0.44574237] [ 0.37942746 0.5128101 0.55186003 0.80480591 0.34381755] [ 0.56630074 0.43633363 0.55394041 0.28560832 0.48930659] [ 0.84769622 0.36801169 0.49635548 0.25047105 0.35575985] [ 0.49668571 0.38254154 0.68399448 0.68473791 0.40960809] [ 0.83529962 0.54845498 0.45112607 0.29944937 0.42515922] [ 0.7827862 0.3222261 0.52503739 0.25583623 0.37288493] [ 0.24699492 0.56106992 0.51476336 0.85649549 0.42432449] [ 0.44319791 0.59124786 0.45583468 0.62809639 0.65381806] [ 0.66946936 0.41136394 0.66252415 0.44547808 0.41565525] [ 0.21201716 0.41551453 0.43522921 0.77155807 0.43114249] [ 0.60604409 0.34442798 0.50742762 0.57647946 0.38038811] [ 0.2596024 0.58475159 0.46316619 0.75788062 0.53396392] [ 0.358565 0.49882121 0.54662669 0.48734086 0.54692223] [ 0.71302772 0.52953884 0.46059489 0.56936368 0.37263153] [ 0.56185466 0.62082443 0.46371353 0.54530413 0.32179363] [ 0.25713607 0.6031658 0.37618433 0.92085477 0.4512885 ] [ 0.2387481 0.54941378 0.45108818 0.73563002 0.56430397] [ 0.59520809 0.4949748 0.39445231 0.4177168 0.35112548] [ 0.1809032 0.67431501 0.40960821 0.81300127 0.43870231] [ 0.10564711 0.4912239 0.35833696 0.89022729 0.52512477] [ 0.40629558 0.54967163 0.54435352 0.65001442 0.41244832] [ 0.67452092 0.41389288 0.52521581 0.25011569 0.49956284] [ 0.51022003 0.56640645 0.45829586 0.46207834 0.39698718] [ 0.63940089 0.52920526 0.42979912 0.48165791 0.35124616] [ 0.38063079 0.59336205 0.52894473 0.71803719 0.60441041] [ 0.67053394 0.44036263 0.45375294 0.45739689 0.45387941] [ 0.38645659 0.46551728 0.54108459 0.80842751 0.58512283] [ 0.64282061 0.46914044 0.57877727 0.46741422 0.50820582] [ 0.47052713 0.46193077 0.59437356 0.70706313 0.33213689] [ 0.37806239 0.4556643 0.4626653 0.75647209 0.34963327] [ 0.49985547 0.52775169 0.49296011 0.57953932 0.62618647] [ 0.82590186 0.51370352 0.33525317 0.43540537 0.31577147] [ 0.53917077 0.52405542 0.37392692 0.712591 0.43858437] [ 0.75715595 0.52669097 0.44262359 0.32600935 0.28399616] [ 0.62265526 0.63153076 0.50148656 0.43500663 0.543707 ] [ 0.4799278 0.59650387 0.37873603 0.55225212 0.42924677] [ 0.31207728 0.73577558 0.33228332 0.84105114 0.46293106] [ 0.27321465 0.59188176 0.48546111 0.80381076 0.51123814] [ 0.51883303 0.45341141 0.53515818 0.42877149 0.32776654] [ 0.57300481 0.42040414 0.44497279 0.63935748 0.34480387] [ 0.60587326 0.3624853 0.52353926 0.35411573 0.46116048] [ 0.22969379 0.59646358 0.39460757 0.72299208 0.50910133] [ 0.27799318 0.48100736 0.6116701 0.71844398 0.50899864] [ 0.86180311 0.34051037 0.57349598 0.1275365 0.39305043] [ 0.81761821 0.50474115 0.43569984 0.21759317 0.32532194] [ 0.47667537 0.61577541 0.453326 0.54721434 0.44095213] [ 0.19203847 0.67767314 0.42714524 0.78970942 0.53526463] [ 0.75217522 0.45318976 0.6283098 0.31125656 0.33263832] [ 0.40308924 0.46595923 0.60088622 0.70009205 0.34738617] [ 0.51188121 0.44611257 0.50704904 0.4969336 0.60263813] [ 0.15672223 0.49792442 0.4007219 0.86885401 0.59512895] [ 0.67228906 0.62645949 0.40159518 0.37405496 0.368843 ] [ 0.58636663 0.47822695 0.59051612 0.57099573 0.44784561] [ 0.13455453 0.60952734 0.50679826 0.89440515 0.5538726 ] [ 0.61973503 0.38630427 0.51566348 0.30325555 0.39327858] [ 0.6849538 0.42308065 0.4920308 0.35309137 0.3584691 ] [ 0.68048478 0.61204715 0.3698893 0.55729567 0.3341096 ] [ 0.55490833 0.44939615 0.49078066 0.40965011 0.42569083] [ 0.4634978 0.46231337 0.52266858 0.58956081 0.27681093] [ 0.35838278 0.55555664 0.35410928 0.71292024 0.2996538 ] [ 0.61980337 0.46388944 0.45442602 0.49434498 0.4471948 ] [ 0.23190885 0.58387802 0.44688948 0.69913411 0.3823755 ] [ 0.72360114 0.34563439 0.5806803 0.24464036 0.49812833] [ 0.55625841 0.49234743 0.60940205 0.67315612 0.46811368] [ 0.27866835 0.58199021 0.31440505 0.80689342 0.41855086] [ 0.48263541 0.50165881 0.53137899 0.64971613 0.52986459] [ 0.20889175 0.5940674 0.48446047 0.78081741 0.59985049] [ 0.74990608 0.48325897 0.54446953 0.26862991 0.39239468] [ 0.67729788 0.58520155 0.48856331 0.26080569 0.4252083 ] [ 0.45601823 0.38210941 0.5380867 0.63377967 0.31999926] [ 0.25461697 0.62359559 0.49607134 0.76458894 0.4745443 ] [ 0.40281613 0.46783056 0.54005967 0.71288333 0.6265133 ] [ 0.78212076 0.50034366 0.5524655 0.24192508 0.38426038] [ 0.7425308 0.5095234 0.46882637 0.31165722 0.39996257] [ 0.50666419 0.60516132 0.38940399 0.4897981 0.35752561] [ 0.20720868 0.61644296 0.38582801 0.70632953 0.48742552] [ 0.2443648 0.63392059 0.35874085 0.82888371 0.53626608] [ 0.53718125 0.56536259 0.55841662 0.65910346 0.56783286] [ 0.35250459 0.33809527 0.54458561 0.7261526 0.48015397] [ 0.76424736 0.5293222 0.49796858 0.41731383 0.33286791] [ 0.50109068 0.37674829 0.6189107 0.40317374 0.53999734] [ 0.63506466 0.41234185 0.46884009 0.58471652 0.48750156] [ 0.51139859 0.54815033 0.40213733 0.53011873 0.48818607] [ 0.69898867 0.55168016 0.47851313 0.59646697 0.38492529] [ 0.74927157 0.36316322 0.49168258 0.32985907 0.41437461] [ 0.37307981 0.43512189 0.51839986 0.58940617 0.62375565] [ 0.24891079 0.49240397 0.55391755 0.74775121 0.38543676] [ 0.56074138 0.52107906 0.4888432 0.46122188 0.52120882] [ 0.37016946 0.52802253 0.33424781 0.69709196 0.40558536] [ 0.61333684 0.46253711 0.53879274 0.57553423 0.46156141] [ 0.47362242 0.5202863 0.46090631 0.45620032 0.51056733] [ 0.22676563 0.49320211 0.53795774 0.75750079 0.44016234] [ 0.46503074 0.46579916 0.53384869 0.57302537 0.29905542] [ 0.82875332 0.51083383 0.59889732 0.19704007 0.50205326] [ 0.85020317 0.38730202 0.54088113 0.25311756 0.36304716] [ 0.4350581 0.41984093 0.41395688 0.6135953 0.37530026] [ 0.77296111 0.38611277 0.42319182 0.35977476 0.43039001] [ 0.83679879 0.31670261 0.600252 0.16949293 0.39026716] [ 0.30198608 0.57895124 0.31397232 0.62048544 0.42234299] [ 0.65115508 0.59836784 0.30844045 0.49011395 0.31334615] [ 0.46390206 0.48044719 0.57465251 0.69048782 0.43008798] [ 0.56980726 0.45064114 0.60932151 0.34546232 0.52242409] [ 0.26672921 0.47584591 0.53338997 0.71796399 0.40709027] [ 0.39343078 0.44134481 0.50322059 0.69112142 0.39256433] [ 0.74353086 0.28318832 0.55073545 0.32804441 0.50793876] [ 0.68370872 0.46001194 0.55369477 0.4089915 0.51940795] [ 0.46878444 0.56946416 0.40215209 0.43564004 0.33105909] [ 0.56565396 0.50898832 0.57837139 0.51627682 0.44295375] [ 0.28475801 0.68994896 0.28415932 0.75202003 0.47878497] [ 0.54202555 0.42091851 0.54332468 0.43783253 0.5939596 ] [ 0.32548732 0.47330017 0.52797908 0.77909398 0.46696272] [ 0.67036487 0.53902719 0.57692873 0.40250308 0.56946583] [ 0.76760795 0.36707744 0.56483186 0.36914445 0.39594616] [ 0.42492195 0.38399643 0.47609497 0.60550814 0.36129442] [ 0.31638887 0.51824966 0.43010436 0.6800651 0.63080178] [ 0.41631419 0.56573606 0.44081163 0.49368833 0.36791804] [ 0.58779288 0.57589521 0.53628007 0.70439567 0.41710057] Progress: 15.3% ... Training loss: 0.682 ... Validation loss: 1.207[ 0.54692695 0.52705891 0.4923897 0.64750614 0.48437794] [ 0.32563909 0.51874552 0.44896973 0.80950286 0.36963059] [ 0.72616833 0.47122049 0.43921618 0.34369754 0.4785583 ] [ 0.32118621 0.47729314 0.57282815 0.73331168 0.5365274 ] [ 0.82425745 0.32599122 0.45136201 0.20814387 0.31545071] [ 0.20164548 0.52383112 0.5302522 0.6985515 0.44660745] [ 0.35846032 0.47725831 0.62556174 0.81431216 0.51210503] [ 0.2524742 0.58808957 0.52211707 0.85074299 0.54563566] [ 0.3627711 0.51966181 0.50774838 0.82142117 0.39944621] [ 0.35847013 0.64293385 0.41655939 0.73324046 0.3677109 ] [ 0.76795687 0.46468545 0.55180262 0.3099009 0.52829477] [ 0.78924789 0.44629029 0.52804206 0.28529732 0.37079607] [ 0.23163044 0.58096391 0.46188059 0.82839946 0.45215863] [ 0.40249232 0.50695449 0.51370548 0.68793007 0.421572 ] [ 0.41661785 0.47932509 0.42787836 0.58603214 0.54203587] [ 0.15033349 0.61277856 0.45056267 0.90604459 0.57692572] [ 0.74823024 0.49783174 0.50731063 0.19963288 0.45417789] [ 0.59497338 0.59376102 0.48807307 0.33747046 0.46084481] [ 0.53751842 0.48952458 0.45268063 0.73458158 0.29217792] [ 0.73063934 0.37838461 0.56321896 0.2331942 0.35700687] [ 0.90357681 0.40510503 0.41081097 0.3357049 0.27292211] [ 0.493453 0.44661429 0.57755588 0.68398218 0.47595599] [ 0.76987871 0.37163721 0.40434851 0.22046634 0.34915691] [ 0.69074083 0.3888367 0.58888872 0.3311536 0.51614417] [ 0.31126266 0.63433144 0.41935349 0.60470396 0.59222142] [ 0.21101186 0.58074425 0.32282191 0.81104585 0.36303866] [ 0.51363961 0.49938063 0.53823201 0.47111868 0.4158709 ] [ 0.45371211 0.56341594 0.42490986 0.58013496 0.413855 ] [ 0.57620714 0.41236 0.49688309 0.52778218 0.47593414] [ 0.75846663 0.6229949 0.37364899 0.67186697 0.38685627] [ 0.28624035 0.57175437 0.50344195 0.81942675 0.47850211] [ 0.70044707 0.52624126 0.55128139 0.48549722 0.40769024] [ 0.21176078 0.58275623 0.4556561 0.83789717 0.45006144] [ 0.51493359 0.50509235 0.45199737 0.61697835 0.52518033] [ 0.55997597 0.5673276 0.51304087 0.40532408 0.51566591] [ 0.27965728 0.69639432 0.37610467 0.88071338 0.43547347] [ 0.28478059 0.61896756 0.54465775 0.75184939 0.49508195] [ 0.41998782 0.68795906 0.49084643 0.63272719 0.55016927] [ 0.69163343 0.39544717 0.53716942 0.29593225 0.50240259] [ 0.77691332 0.45780564 0.44350745 0.39534163 0.38918818] [ 0.379558 0.35512257 0.54356744 0.75504308 0.39334556] [ 0.28985573 0.64883961 0.48678789 0.73097266 0.45571718] [ 0.48197024 0.58749512 0.39809245 0.75919249 0.34116983] [ 0.72998211 0.40743896 0.43653341 0.26460033 0.31855116] [ 0.33090529 0.48331676 0.49763541 0.80863446 0.36552255] [ 0.26922419 0.6086612 0.44397549 0.75293966 0.49526839] [ 0.65173694 0.4173676 0.44606927 0.36471022 0.46951272] [ 0.59808277 0.34522582 0.65752747 0.43721793 0.32494249] [ 0.80454566 0.55227338 0.42755016 0.28278697 0.35452707] [ 0.35278417 0.33802348 0.54461889 0.72605631 0.4801148 ] [ 0.54952113 0.48916932 0.50707965 0.62176502 0.38410577] [ 0.69501605 0.42642808 0.59770739 0.29375378 0.51776067] [ 0.50739464 0.4615638 0.54614334 0.39588615 0.61463045] [ 0.32777651 0.51293114 0.57528015 0.79532408 0.5377643 ] [ 0.57038309 0.47822724 0.45114466 0.58928977 0.30805908] [ 0.7690179 0.51497041 0.50215527 0.33104916 0.47498779] [ 0.82525495 0.37052179 0.54675935 0.24075591 0.40426914] [ 0.26675074 0.55370402 0.50790515 0.75161145 0.62631162] [ 0.19249423 0.55907702 0.4967301 0.80315777 0.4862453 ] [ 0.32287255 0.40935821 0.600905 0.76783524 0.35092753] [ 0.60628763 0.50619514 0.50764426 0.374452 0.44535494] [ 0.74189668 0.32582747 0.41374642 0.2826841 0.3259069 ] [ 0.72820702 0.38171258 0.43267268 0.25217044 0.39099613] [ 0.73104641 0.51253693 0.44932961 0.39456067 0.38147895] [ 0.48828786 0.51346294 0.41927356 0.59046992 0.4074148 ] [ 0.70481246 0.56072222 0.25963209 0.4869862 0.27985786] [ 0.14982009 0.46728284 0.43873594 0.89346725 0.41713168] [ 0.83850148 0.35956835 0.61201541 0.22667434 0.4713128 ] [ 0.69769555 0.57032208 0.40253819 0.54033319 0.34969115] [ 0.62318601 0.45624386 0.53384166 0.35068683 0.61699618] [ 0.28286654 0.61892083 0.37038113 0.84255864 0.58808272] [ 0.15254039 0.58937998 0.44733974 0.91752242 0.58869431] [ 0.61664721 0.51848972 0.57204268 0.48516702 0.37873486] [ 0.56024843 0.49939218 0.39731081 0.63226169 0.43351657] [ 0.76937676 0.45942565 0.4382529 0.3013685 0.44504015] [ 0.62523531 0.59796265 0.63964359 0.45301619 0.4472346 ] [ 0.26251829 0.4708939 0.4002009 0.84455107 0.47403348] [ 0.76792558 0.44400214 0.4344773 0.35892995 0.43122989] [ 0.82525495 0.37052179 0.54675935 0.24075591 0.40426914] [ 0.5622248 0.51311012 0.58508249 0.69613679 0.39419663] [ 0.8106844 0.58357096 0.39386785 0.30968266 0.26753676] [ 0.16111947 0.6037598 0.45486453 0.8859041 0.61226409] [ 0.79840026 0.33492737 0.61273908 0.23633322 0.39771066] [ 0.31460165 0.47505112 0.50118806 0.59468267 0.40382252] [ 0.54188857 0.44614891 0.35207006 0.4378225 0.55974004] [ 0.71899658 0.49532522 0.40768822 0.28941305 0.43711726] [ 0.57596643 0.60467309 0.51772888 0.4635506 0.42327639] [ 0.5297361 0.47594964 0.39923792 0.43469688 0.36701777] [ 0.17309073 0.70376783 0.48037988 0.73581712 0.50470273] [ 0.49008077 0.39066083 0.41877523 0.55566479 0.56816776] [ 0.78776641 0.54124404 0.49817328 0.32398028 0.42349217] [ 0.47767176 0.55183194 0.56969647 0.46072534 0.67430407] [ 0.19165697 0.47070497 0.48482101 0.84485369 0.52400496] [ 0.4486539 0.39812905 0.60422939 0.69065266 0.35337966] [ 0.77976132 0.41237617 0.63010695 0.19631063 0.41245278] [ 0.3705443 0.349767 0.52897658 0.79064693 0.35878914] [ 0.4852332 0.28560566 0.49010639 0.6049238 0.39415034] [ 0.40249232 0.50695449 0.51370548 0.68793007 0.421572 ] [ 0.27217067 0.47236144 0.53581776 0.7036903 0.66014168] [ 0.64941494 0.32748707 0.4925056 0.48643757 0.28971404] [ 0.37231039 0.55960884 0.57546566 0.61358774 0.55259758] [ 0.61630595 0.45316075 0.51044809 0.49936457 0.33404427] [ 0.48013583 0.40808575 0.45651822 0.64214623 0.62409981] [ 0.48777452 0.43260893 0.58342737 0.58125054 0.49968835] [ 0.85120452 0.29888024 0.59596181 0.18692349 0.42054518] [ 0.59898221 0.60849244 0.51417178 0.52357648 0.59062007] [ 0.56481271 0.45146001 0.41300529 0.47111279 0.4770468 ] [ 0.13137667 0.5444711 0.47663532 0.86607046 0.55100786] [ 0.62746321 0.31407109 0.42611056 0.41331528 0.56634165] [ 0.66598845 0.46685541 0.43549618 0.43463374 0.33175504] [ 0.30178715 0.5537971 0.45161126 0.54033559 0.53016665] [ 0.25198254 0.56647444 0.50177482 0.58018629 0.52251155] [ 0.55337771 0.40262318 0.60026825 0.61672057 0.29866162] [ 0.84462011 0.33632797 0.41553933 0.24818003 0.44090404] [ 0.38219138 0.48319569 0.5961741 0.78213871 0.3533575 ] [ 0.80630878 0.46464921 0.54761911 0.2126746 0.34275999] [ 0.41140132 0.50031202 0.62439082 0.79198125 0.38509738] [ 0.17303015 0.60951954 0.46389425 0.87736061 0.43008277] [ 0.3587442 0.53087492 0.3897962 0.60880199 0.34807024] [ 0.68986161 0.37455411 0.60494498 0.34994665 0.46149297] [ 0.54686977 0.47797494 0.53920317 0.50814058 0.55023394] [ 0.53799551 0.44196824 0.56712701 0.6828854 0.37308791] [ 0.85704413 0.55149511 0.47955893 0.37650104 0.42421974] [ 0.42938039 0.50986507 0.42615901 0.53091082 0.42732965] [ 0.44814526 0.54151097 0.37373119 0.57754084 0.47517213] [ 0.72388014 0.56719343 0.50040867 0.37577441 0.42357596] [ 0.46074859 0.41887846 0.69278352 0.55435832 0.45716549] [ 0.31798351 0.62368324 0.36602005 0.6756098 0.48775528] Progress: 15.3% ... Training loss: 0.682 ... Validation loss: 1.214[ 0.52295861 0.46247728 0.41889167 0.67562019 0.44355233] [ 0.69670407 0.37940231 0.47404233 0.3147439 0.40058998] [ 0.42542703 0.54720022 0.49536292 0.77522366 0.35653604] [ 0.42994995 0.50967364 0.42622669 0.53059483 0.42725757] [ 0.33915991 0.46478164 0.42072609 0.71937023 0.43735617] [ 0.17812435 0.64600421 0.46533741 0.85492348 0.59445839] [ 0.76802332 0.45606014 0.5093812 0.18986974 0.33975265] [ 0.83416768 0.38264406 0.50764448 0.21061762 0.40908673] [ 0.77911591 0.51154352 0.45371598 0.41809043 0.35875277] [ 0.6843608 0.30413386 0.43223082 0.26418914 0.39783861] [ 0.78360571 0.26402141 0.53362513 0.33043299 0.33708386] [ 0.61170935 0.44715905 0.39473097 0.50373626 0.35897928] [ 0.80411259 0.42513449 0.40194045 0.36932069 0.31576058] [ 0.83944275 0.44842013 0.55315926 0.34105185 0.3255592 ] [ 0.51338162 0.47927808 0.50843776 0.41189302 0.42733739] [ 0.2318023 0.63979055 0.42579988 0.7142053 0.42672998] [ 0.20291551 0.70637963 0.42041149 0.77507012 0.45311238] [ 0.69632378 0.52519294 0.42955102 0.43860969 0.37273906] [ 0.50749413 0.54632953 0.45252203 0.55455247 0.44196903] [ 0.56712205 0.57738516 0.33049495 0.52246415 0.36101117] [ 0.54989437 0.51802922 0.42711132 0.4952358 0.45970955] [ 0.53828732 0.35977706 0.64008135 0.47419918 0.42976935] [ 0.79322105 0.39833397 0.42406775 0.48044908 0.39075198] [ 0.46336479 0.5103786 0.554537 0.75585925 0.44765998] [ 0.34231471 0.5885044 0.48238039 0.6330761 0.41026686] [ 0.74500154 0.37144015 0.46432077 0.21514867 0.3800431 ] [ 0.55058077 0.56450762 0.30313256 0.68811984 0.42096842] [ 0.31780405 0.70754311 0.28020277 0.73308561 0.44211384] [ 0.28022923 0.56715659 0.42564102 0.7588885 0.49890874] [ 0.44045908 0.49283146 0.62555001 0.73464599 0.41327372] [ 0.72878873 0.43493075 0.35214476 0.25933802 0.29349729] [ 0.58645531 0.43957134 0.45443912 0.50337492 0.40008136] [ 0.72601314 0.46557322 0.52201234 0.44332247 0.42273338] [ 0.24851457 0.6834749 0.34714147 0.79789155 0.57052867] [ 0.7227052 0.3939329 0.59735155 0.32430236 0.4661034 ] [ 0.67575347 0.33261054 0.55483613 0.3424096 0.45444149] [ 0.83784068 0.34414836 0.62554332 0.17932771 0.43178529] [ 0.52652954 0.4886107 0.42849548 0.41330901 0.43323612] [ 0.42272074 0.56702409 0.54093374 0.66559611 0.47641267] [ 0.46487441 0.47711617 0.5136219 0.39441555 0.44650722] [ 0.34055437 0.63162649 0.36590266 0.70517787 0.48545219] [ 0.55969436 0.42892753 0.60472848 0.37897515 0.47345473] [ 0.72792741 0.54857268 0.44532351 0.45863785 0.43129328] [ 0.77533049 0.4790262 0.49981972 0.25277144 0.41389305] [ 0.23147263 0.54432199 0.60902612 0.65090829 0.68127969] [ 0.75004529 0.41897536 0.58092367 0.30699098 0.50283608] [ 0.82253816 0.46964929 0.45335991 0.28719313 0.3676397 ] [ 0.67389549 0.54049723 0.47300552 0.5275712 0.45332647] [ 0.46644474 0.45488917 0.53597795 0.60828288 0.45861651] [ 0.46768047 0.47730328 0.59458199 0.65681406 0.49267159] [ 0.67814749 0.64022219 0.48568956 0.49879105 0.45883059] [ 0.36119238 0.51922583 0.4153753 0.68784786 0.45407153] [ 0.43502904 0.43114034 0.51343755 0.73828899 0.35382097] [ 0.41009633 0.52854825 0.63246361 0.80077063 0.44072445] [ 0.2942664 0.41795577 0.44662466 0.71671084 0.40030409] [ 0.87528194 0.36876356 0.56967963 0.19287618 0.40663752] [ 0.31678881 0.6095292 0.43273446 0.81370209 0.5453931 ] [ 0.63793305 0.4688086 0.42156233 0.43461541 0.36959932] [ 0.8203889 0.36750011 0.60639656 0.24637292 0.41669562] [ 0.84937436 0.38015584 0.44150737 0.29844696 0.3597694 ] [ 0.1427429 0.51935418 0.47880628 0.82285059 0.46826336] [ 0.58076427 0.45063799 0.50812092 0.52011529 0.4900504 ] [ 0.47590633 0.391903 0.56220611 0.75715354 0.30500815] [ 0.80085276 0.45415139 0.59863824 0.33388617 0.37008426] [ 0.59537969 0.45870503 0.41300632 0.41000512 0.45860513] [ 0.29221571 0.60404255 0.44671516 0.71488695 0.49185221] [ 0.77022399 0.30175096 0.46045548 0.16611792 0.38066897] [ 0.69090845 0.38879738 0.58890576 0.33105321 0.51612379] [ 0.46125552 0.41052598 0.55979378 0.73629649 0.43814599] [ 0.46197031 0.57363672 0.38788145 0.75952266 0.52665925] [ 0.80807592 0.49236853 0.52555997 0.43950489 0.37233121] [ 0.88604708 0.41473498 0.49564875 0.17533405 0.26429997] [ 0.27163606 0.5522614 0.33538205 0.83511445 0.32297743] [ 0.72107816 0.5356586 0.45437368 0.4537337 0.35817203] [ 0.58728493 0.4717585 0.44005764 0.3443128 0.38061807] [ 0.77935737 0.41575968 0.42656047 0.23466378 0.29682616] [ 0.57528504 0.39296305 0.41548451 0.61849746 0.40910469] [ 0.70133427 0.49428707 0.48682367 0.52165664 0.40505386] [ 0.53329069 0.40583058 0.61889562 0.30889637 0.61439625] [ 0.50268557 0.51783089 0.55246247 0.45197576 0.56691707] [ 0.62556388 0.46252621 0.54870883 0.44991729 0.61968095] [ 0.6634786 0.55001398 0.44334055 0.4917059 0.33592167] [ 0.23345959 0.64573054 0.37792721 0.71994282 0.48581326] [ 0.57409581 0.54097896 0.44875734 0.44089503 0.32626931] [ 0.67289098 0.45073479 0.43184845 0.59384349 0.5279289 ] [ 0.35612814 0.50924074 0.36666007 0.71146602 0.44278197] [ 0.55112755 0.52700351 0.47114885 0.75158655 0.50140373] [ 0.55545986 0.45873056 0.43128631 0.45502169 0.46290268] [ 0.75327431 0.50858137 0.45999568 0.22229684 0.33358376] [ 0.6863154 0.48199514 0.62777134 0.44537751 0.46539137] [ 0.20760187 0.65876904 0.42709915 0.72934162 0.45730527] [ 0.41318822 0.44441875 0.5125505 0.56601118 0.56096616] [ 0.78565573 0.40826546 0.49298824 0.21078631 0.28113604] [ 0.5050204 0.29526847 0.51379727 0.53465803 0.34162839] [ 0.61987413 0.585717 0.61704829 0.58259722 0.41582774] [ 0.27539684 0.54141197 0.55951341 0.71672378 0.45695244] [ 0.11088854 0.606051 0.50217388 0.89237641 0.38026204] [ 0.28399353 0.62934505 0.45431692 0.82766634 0.58876097] [ 0.73985363 0.40354782 0.61242696 0.28808546 0.43349686] [ 0.63910935 0.49871111 0.45544241 0.36918143 0.40300793] [ 0.63455607 0.36490854 0.45773265 0.42077786 0.60365919] [ 0.10579228 0.49221122 0.52694495 0.85712694 0.64007113] [ 0.39747137 0.51254569 0.54928709 0.60665959 0.56957648] [ 0.14592251 0.58649831 0.5060364 0.86277737 0.59897485] [ 0.1102819 0.6236602 0.35586274 0.93925854 0.49864265] [ 0.64619106 0.35005311 0.47311083 0.28005019 0.41989486] [ 0.52289576 0.51428925 0.52201765 0.3791101 0.52277205] [ 0.72636811 0.48993317 0.56637195 0.49595432 0.49530891] [ 0.5363271 0.53291764 0.58669183 0.39783662 0.51367156] [ 0.83492884 0.33261563 0.50982178 0.21542487 0.30512584] [ 0.52169903 0.4286337 0.49407155 0.38315271 0.41756696] [ 0.65382879 0.50860916 0.48992022 0.42155237 0.43410889] [ 0.76835004 0.46495321 0.57816069 0.32350247 0.46484302] [ 0.40844884 0.47232331 0.51448044 0.74379866 0.37199585] [ 0.51501017 0.43909712 0.40835484 0.48670188 0.42502316] [ 0.37116497 0.61733462 0.28470143 0.72878017 0.39747538] [ 0.84872365 0.45308134 0.57931204 0.13580448 0.43420575] [ 0.46768047 0.47730328 0.59458199 0.65681406 0.49267159] [ 0.53806366 0.49484884 0.3788411 0.65707747 0.37800605] [ 0.54720887 0.55783024 0.41824932 0.48235333 0.32680306] [ 0.69924236 0.41894187 0.46801797 0.34516856 0.38271966] [ 0.168332 0.54752744 0.3913152 0.90069334 0.54078612] [ 0.43385156 0.61029796 0.42916941 0.7484342 0.43880037] [ 0.5830334 0.42641478 0.38840388 0.44674454 0.38926994] [ 0.76123776 0.35824671 0.46506173 0.23210169 0.45841856] [ 0.6569761 0.48230708 0.50755454 0.22234501 0.47591567] [ 0.24822557 0.63070404 0.36635911 0.75771073 0.47110027] [ 0.5459136 0.51370536 0.49260154 0.54998161 0.46533982] Progress: 15.4% ... Training loss: 0.681 ... Validation loss: 1.213[ 0.38863052 0.51637654 0.59718844 0.55055223 0.42304764] [ 0.55403031 0.54662695 0.53196396 0.36342473 0.61114031] [ 0.57062839 0.40307122 0.38616672 0.45698336 0.3710612 ] [ 0.45269364 0.36892703 0.57180937 0.60549236 0.34868156] [ 0.49865134 0.53972322 0.37258716 0.62545432 0.22580302] [ 0.74534149 0.36910905 0.59228091 0.23458611 0.30949726] [ 0.6048675 0.44063211 0.60951443 0.40914106 0.45492615] [ 0.26762663 0.42492483 0.62015318 0.78603305 0.35974201] [ 0.24335795 0.46224277 0.62713471 0.78986716 0.66467176] [ 0.88440383 0.39300124 0.57336552 0.10105788 0.32277609] [ 0.52048195 0.58531175 0.35261143 0.58047211 0.43080701] [ 0.65864282 0.53150765 0.49330786 0.26299672 0.38811438] [ 0.76462033 0.30941611 0.38252169 0.31669054 0.41985563] [ 0.34692384 0.44211685 0.6269149 0.68427709 0.39766529] [ 0.51809315 0.41689723 0.50078506 0.63578933 0.48486403] [ 0.62077136 0.36522552 0.63450486 0.39756633 0.34214874] [ 0.28749695 0.59714084 0.45959762 0.76669506 0.61477841] [ 0.09282499 0.5877893 0.57289124 0.8848495 0.71355815] [ 0.28307773 0.58126382 0.4365192 0.82160783 0.48544043] [ 0.54502988 0.49333174 0.54700663 0.74344377 0.40487351] [ 0.71389802 0.37256612 0.48399033 0.40124713 0.46642131] [ 0.21961758 0.64425122 0.57269986 0.78611954 0.64954235] [ 0.83103105 0.60716048 0.3328524 0.45001912 0.39261406] [ 0.81867823 0.3215484 0.53952129 0.18339055 0.41561177] [ 0.36916014 0.52873621 0.43652742 0.52633152 0.40195698] [ 0.74938849 0.55926974 0.33655825 0.44248717 0.38071839] [ 0.34314339 0.44238286 0.40063208 0.81615079 0.47107861] [ 0.45135066 0.42045551 0.552009 0.72552708 0.45186501] [ 0.67111516 0.35490246 0.51739728 0.3010203 0.47053424] [ 0.78911428 0.37228063 0.56532033 0.29747548 0.48203615] [ 0.34656588 0.54996177 0.35164695 0.72132022 0.37620271] [ 0.40954935 0.47394974 0.59040733 0.67257607 0.48641572] [ 0.65445457 0.43057842 0.61486101 0.4831666 0.45660778] [ 0.57063922 0.4782719 0.58187159 0.34401324 0.41426702] [ 0.73732241 0.46367988 0.6656673 0.36874876 0.36196753] [ 0.66659183 0.4214926 0.62881956 0.22393358 0.356285 ] [ 0.42056617 0.53885464 0.40573844 0.59276689 0.60925456] [ 0.51355184 0.45516213 0.56276254 0.63567233 0.43454026] [ 0.59943073 0.5112998 0.405614 0.40699078 0.41804903] [ 0.8116319 0.44665993 0.36053352 0.29986663 0.32885434] [ 0.23595459 0.56959347 0.44946951 0.87882082 0.51541349] [ 0.62992438 0.33073923 0.50319525 0.31552684 0.54974664] [ 0.25922514 0.49478518 0.5353199 0.77725212 0.54823743] [ 0.78564498 0.42370559 0.42995378 0.35047656 0.44918256] [ 0.82307463 0.4692612 0.45350488 0.28670818 0.36749127] [ 0.59652006 0.52817682 0.45410385 0.45919073 0.39155926] [ 0.26970624 0.70240532 0.2940153 0.83800733 0.51561209] [ 0.4613787 0.53933486 0.53645619 0.50315627 0.61035282] [ 0.46470057 0.49577531 0.56588876 0.75073633 0.44848866] [ 0.64184451 0.60449211 0.44725493 0.58976999 0.4316317 ] [ 0.43268295 0.4248329 0.52983111 0.5932079 0.64032361] [ 0.53880659 0.67783735 0.42058721 0.59807048 0.44713899] [ 0.75273595 0.35757239 0.36695917 0.24133101 0.30622572] [ 0.42620431 0.56543188 0.50513122 0.75468224 0.34861785] [ 0.89443081 0.47811841 0.49094915 0.31691373 0.34297553] [ 0.44379805 0.5116515 0.45210228 0.72776839 0.42459672] [ 0.61847965 0.45354785 0.43425024 0.2710015 0.43325813] [ 0.11484615 0.5370713 0.599606 0.88035066 0.65772262] [ 0.4839303 0.47902758 0.44766738 0.57400512 0.37519603] [ 0.36952512 0.4856501 0.54536268 0.65792344 0.44773835] [ 0.19580992 0.69171856 0.38396691 0.73080159 0.50114763] [ 0.15897131 0.54062209 0.55508368 0.85772559 0.49864721] [ 0.81187201 0.35546894 0.45053735 0.35911509 0.41098789] [ 0.5080497 0.43636796 0.44132766 0.60508469 0.39690494] [ 0.78606799 0.4820378 0.44841346 0.33502386 0.33436897] [ 0.19841361 0.60614662 0.4566658 0.83032774 0.55781927] [ 0.25736562 0.4440183 0.57836495 0.54107842 0.52805429] [ 0.57441821 0.50910822 0.3952074 0.47216553 0.34708324] [ 0.82115146 0.40275895 0.60184067 0.36651336 0.42855347] [ 0.61609059 0.38214493 0.61948044 0.2751349 0.56245749] [ 0.50696916 0.61576279 0.47522272 0.58347446 0.34422587] [ 0.78362562 0.59810731 0.4585322 0.32425918 0.35549626] [ 0.59303342 0.42558448 0.58752537 0.45297093 0.56951591] [ 0.0706562 0.51769904 0.51061157 0.85208518 0.50021739] [ 0.84416087 0.29994101 0.58962609 0.19660581 0.43577795] [ 0.60500738 0.43702858 0.35516484 0.53216256 0.54645487] [ 0.30428361 0.43814759 0.64541021 0.67553723 0.53922675] [ 0.48854443 0.52926367 0.45504823 0.47181516 0.51411179] [ 0.78689062 0.36349123 0.42599343 0.24268951 0.42518902] [ 0.74601795 0.36637069 0.56929983 0.36234811 0.37056325] [ 0.73551109 0.24616474 0.42090238 0.22813203 0.38580977] [ 0.27131069 0.59614665 0.51229565 0.86288504 0.56420842] [ 0.36710466 0.50753655 0.57025266 0.84818325 0.5249611 ] [ 0.29973379 0.56832859 0.39579791 0.77257261 0.58256887] [ 0.75222067 0.49268561 0.5133003 0.45179648 0.35739977] [ 0.45986471 0.46862347 0.52728726 0.65700112 0.4251889 ] [ 0.82849761 0.35455841 0.59996976 0.22509494 0.42111614] [ 0.54767048 0.47820266 0.49666707 0.44906972 0.50856125] [ 0.24555283 0.61046949 0.37803512 0.80133491 0.44072275] [ 0.88650662 0.33467374 0.539878 0.11110229 0.39103153] [ 0.56831476 0.63980644 0.42645249 0.63597777 0.55213165] [ 0.27615108 0.58335067 0.54070198 0.80212229 0.53184259] [ 0.77518763 0.39625605 0.61058305 0.28349594 0.42791487] [ 0.72410085 0.48192784 0.52104898 0.43917598 0.3505486 ] [ 0.66402838 0.43427634 0.56069185 0.47708042 0.4699438 ] [ 0.43541173 0.52339136 0.39708083 0.60518883 0.50576463] [ 0.32205473 0.46061173 0.62418496 0.71056052 0.53299046] [ 0.69599311 0.47457893 0.67704236 0.43277068 0.38893978] [ 0.56337087 0.41882708 0.51400666 0.48040996 0.43919765] [ 0.57728018 0.55515531 0.36649461 0.38828208 0.31503771] [ 0.56571876 0.54984218 0.40661579 0.71463035 0.50224288] [ 0.44421374 0.57690969 0.42901317 0.75336117 0.43381152] [ 0.29722585 0.55745349 0.52348848 0.77331838 0.62450919] [ 0.65455576 0.51437045 0.6501136 0.47142036 0.43056261] [ 0.53854115 0.44756691 0.43782819 0.50493 0.42353001] [ 0.7270778 0.35569107 0.4363777 0.26083818 0.40433894] [ 0.8156808 0.51424745 0.5817064 0.45569773 0.38433003] [ 0.59430134 0.5940168 0.48795712 0.33787227 0.46094513] [ 0.67122559 0.32791263 0.53033278 0.31194706 0.43830062] [ 0.56206032 0.38972278 0.40513651 0.48817682 0.51122405] [ 0.69739925 0.41656374 0.56464194 0.40535244 0.3242831 ] [ 0.56476389 0.50929804 0.57825458 0.51668587 0.44307124] [ 0.35470431 0.37808873 0.42500989 0.79766725 0.39429162] [ 0.3541276 0.59895812 0.47651389 0.74775811 0.48444575] [ 0.7432815 0.37350619 0.56850542 0.26142797 0.47944901] [ 0.66983469 0.37504283 0.64711271 0.34330952 0.53874382] [ 0.55111342 0.42074518 0.4406494 0.63653564 0.30449973] [ 0.44838451 0.68756062 0.31952541 0.7548658 0.42041184] [ 0.66777009 0.56600307 0.30168365 0.52809484 0.370535 ] [ 0.56002803 0.42880748 0.60477271 0.37882174 0.47341128] [ 0.41682883 0.52640676 0.53919833 0.62466617 0.67392854] [ 0.16935243 0.50043086 0.436551 0.86763266 0.60122175] [ 0.25456663 0.48338689 0.60707247 0.7391676 0.58445755] [ 0.7531461 0.44755717 0.53646168 0.31384867 0.37857729] [ 0.48417452 0.51513303 0.46078977 0.75665745 0.3393711 ] [ 0.46531644 0.47982498 0.49930588 0.57819515 0.48742873] [ 0.78911428 0.37228063 0.56532033 0.29747548 0.48203615] [ 0.68276924 0.59533099 0.42197753 0.48559252 0.43373023] Progress: 15.4% ... Training loss: 0.682 ... Validation loss: 1.221[ 0.67919864 0.54463539 0.51459288 0.35001534 0.47378677] [ 0.19902699 0.57359716 0.43656888 0.56425743 0.50439081] [ 0.59940666 0.38191176 0.36313308 0.57443182 0.32738422] [ 0.31512429 0.54457587 0.45811234 0.58945784 0.54337099] [ 0.65542814 0.35476197 0.51444265 0.48439321 0.46565549] [ 0.48865224 0.63673202 0.44243009 0.56220753 0.41737536] [ 0.77364601 0.35249186 0.39586641 0.2595728 0.36212195] [ 0.64259077 0.50953294 0.49642728 0.43071472 0.39034901] [ 0.40607189 0.53547724 0.50320832 0.53607278 0.3896261 ] [ 0.59489216 0.37996456 0.57791221 0.50383678 0.43143618] [ 0.71367045 0.40505396 0.4477131 0.23851406 0.35466051] [ 0.15337273 0.48824834 0.37787516 0.81412434 0.44854523] [ 0.77456602 0.30168699 0.64566797 0.23442579 0.46445117] [ 0.27220774 0.47242527 0.53579594 0.70387863 0.66016038] [ 0.57903907 0.53022018 0.59462928 0.51259457 0.36162986] [ 0.15481942 0.5146635 0.2908448 0.81801114 0.47144908] [ 0.5172874 0.55645593 0.49779077 0.45659471 0.55289714] [ 0.72620033 0.4253051 0.38949533 0.30533437 0.45079391] [ 0.20524432 0.55319452 0.59275683 0.82238668 0.43876863] [ 0.28602499 0.61163934 0.49525673 0.74105916 0.6092331 ] [ 0.4529514 0.41882306 0.42091644 0.44730172 0.4347514 ] [ 0.75406304 0.38775648 0.51256263 0.20448898 0.39670119] [ 0.51898841 0.51723086 0.37538221 0.41515345 0.43657537] [ 0.33591273 0.4985194 0.49184825 0.70295324 0.40097791] [ 0.84660192 0.29881239 0.52564405 0.23213769 0.31273168] [ 0.710772 0.4970744 0.41205469 0.37142145 0.35965382] [ 0.52198841 0.51273287 0.40651276 0.52215942 0.38690142] [ 0.87364377 0.42418322 0.42045774 0.22558914 0.42485734] [ 0.23390452 0.60513695 0.48155954 0.75934395 0.6214848 ] [ 0.35731832 0.62632957 0.49763644 0.80109951 0.52855111] [ 0.4656272 0.50089938 0.50833576 0.78703144 0.45333488] [ 0.41137272 0.52815333 0.63260045 0.80039304 0.4405759 ] [ 0.62875138 0.59025366 0.52295831 0.55483461 0.40420234] [ 0.71145819 0.49136538 0.37345601 0.30544075 0.34505063] [ 0.91000682 0.31413058 0.57495781 0.14208828 0.38525286] [ 0.28306319 0.43571667 0.55680972 0.59071248 0.39214513] [ 0.74585769 0.42719954 0.54528386 0.24735182 0.47226973] [ 0.34492946 0.46129795 0.48251047 0.448093 0.63880172] [ 0.49379502 0.54679182 0.29906503 0.65221885 0.46144515] [ 0.23224415 0.55346464 0.5117481 0.86312371 0.47073073] [ 0.53116289 0.48074692 0.37342888 0.41093726 0.35613234] [ 0.84920331 0.45269153 0.57945141 0.13553581 0.43404949] [ 0.16840172 0.48218839 0.54547549 0.81734951 0.59245039] [ 0.65231731 0.54971964 0.48115775 0.54646821 0.32670911] [ 0.86055164 0.48293967 0.48830024 0.31714972 0.29528816] [ 0.5172874 0.55645593 0.49779077 0.45659471 0.55289714] [ 0.22310406 0.61091621 0.45137448 0.89935769 0.5855501 ] [ 0.83129404 0.45615704 0.47685864 0.16821015 0.41656478] [ 0.21513598 0.54061741 0.38624544 0.83987827 0.45431829] [ 0.14979465 0.56981131 0.54613493 0.85879176 0.5768545 ] [ 0.77646947 0.40609315 0.65456259 0.42137275 0.34978601] [ 0.20041524 0.53313661 0.45755711 0.84665747 0.4900471 ] [ 0.43424318 0.51013639 0.56822647 0.69469548 0.32525323] [ 0.65235896 0.5832237 0.37999909 0.39274859 0.44893932] [ 0.10543757 0.60104969 0.40839687 0.8734772 0.47048192] [ 0.82218301 0.32713637 0.63148044 0.2186078 0.42488858] [ 0.87100538 0.28744364 0.63121807 0.14371911 0.42082166] [ 0.15471424 0.52455409 0.53704996 0.87305611 0.61484337] [ 0.43587993 0.42134584 0.51962268 0.54158902 0.58093418] [ 0.25125164 0.60409604 0.28270655 0.87481577 0.49572512] [ 0.27447655 0.5182078 0.54352173 0.71031768 0.40445689] [ 0.66913456 0.51682009 0.43253158 0.34275889 0.45306986] [ 0.6057359 0.59062852 0.48301672 0.46372118 0.51055673] [ 0.75123018 0.33973251 0.54437144 0.37780757 0.42002914] [ 0.6534387 0.45458227 0.48230378 0.40007867 0.35038686] [ 0.46787171 0.49702153 0.41803488 0.6794545 0.36100375] [ 0.36648573 0.59013565 0.44049847 0.79170492 0.5908426 ] [ 0.48411156 0.52515493 0.5274201 0.4937211 0.42562242] [ 0.62505035 0.55423458 0.52833531 0.51218031 0.50339364] [ 0.58017824 0.6468235 0.3711597 0.72740991 0.31312812] [ 0.68029177 0.4412865 0.51241052 0.4083444 0.39020078] [ 0.32614135 0.59316551 0.43947242 0.62903352 0.45144698] [ 0.63368962 0.43822057 0.44734842 0.26465835 0.44472232] [ 0.29073773 0.57399977 0.30217281 0.63888911 0.44457083] [ 0.49343431 0.50398048 0.48784959 0.36022422 0.58653217] [ 0.68356055 0.53905982 0.49347974 0.35248848 0.38298839] [ 0.40418035 0.4334077 0.49920509 0.41853359 0.49723474] [ 0.62632846 0.44227891 0.55102774 0.38240475 0.32820292] [ 0.83050028 0.39381685 0.61571633 0.2512541 0.37750447] [ 0.88200303 0.38327273 0.44935384 0.16292513 0.30238683] [ 0.3648762 0.57432311 0.64080031 0.7137422 0.59429499] [ 0.1971462 0.59735548 0.54661508 0.84374329 0.55130105] [ 0.2333418 0.63813612 0.36143287 0.71629602 0.52913808] [ 0.55384046 0.43266348 0.6094338 0.6212241 0.38471537] [ 0.59976499 0.53403797 0.5621103 0.28140912 0.47120613] [ 0.81803892 0.39636661 0.61754166 0.21648242 0.43456807] [ 0.46173373 0.41316162 0.52079526 0.49913494 0.4642761 ] [ 0.38458179 0.36773646 0.55302152 0.72156944 0.45802709] [ 0.8366519 0.48162201 0.41005528 0.41421069 0.280743 ] [ 0.72670759 0.36968404 0.49899677 0.30037817 0.35240509] [ 0.8356994 0.50465346 0.53008055 0.25002398 0.32735758] [ 0.38024448 0.5659848 0.51638176 0.74313998 0.53828066] [ 0.73881294 0.42566595 0.49009785 0.37713728 0.4327317 ] [ 0.33696427 0.48408136 0.48335919 0.74345514 0.57398497] [ 0.22225673 0.66881096 0.42068892 0.70612494 0.4966872 ] [ 0.68584473 0.54033561 0.50410532 0.564867 0.40061505] [ 0.43785303 0.56021437 0.44129427 0.7075098 0.4181455 ] [ 0.27109246 0.44717064 0.51532204 0.76776815 0.44697259] [ 0.3169363 0.60955596 0.43272059 0.81370562 0.54540678] [ 0.6062312 0.44470482 0.45727764 0.32233971 0.40453994] [ 0.49856756 0.56871833 0.45390364 0.55686173 0.5750434 ] [ 0.83048804 0.60449205 0.47178321 0.38039038 0.38029789] [ 0.31200674 0.49523106 0.48200502 0.86659481 0.58134627] [ 0.51613869 0.48923547 0.44638786 0.38939836 0.43148881] [ 0.50822632 0.42926349 0.51545086 0.36547738 0.43544504] [ 0.2329627 0.61429043 0.46079058 0.71182568 0.46942644] [ 0.29808536 0.511778 0.47335509 0.87274778 0.48509629] [ 0.67376347 0.34317721 0.72276121 0.23194763 0.55282584] [ 0.20316559 0.62951862 0.47894669 0.79786824 0.58131432] [ 0.89672062 0.41878803 0.40774196 0.21546752 0.31268201] [ 0.62684798 0.43601915 0.40305613 0.3603431 0.41601718] [ 0.41252769 0.52689504 0.49529573 0.60719153 0.39033586] [ 0.54592206 0.55807071 0.31152827 0.67230261 0.47280155] [ 0.54020989 0.62386132 0.30737685 0.6672654 0.46122507] [ 0.29146519 0.45346914 0.51931649 0.71994783 0.6094244 ] [ 0.64762905 0.52626782 0.44918955 0.49654183 0.44780746] [ 0.31536802 0.68888505 0.34609897 0.79799039 0.37964465] [ 0.43725946 0.55179617 0.4984396 0.55395952 0.46069929] [ 0.85803499 0.28849207 0.58193373 0.08020393 0.33410783] [ 0.31292671 0.59582483 0.39845062 0.70929943 0.50249241] [ 0.71015664 0.51777108 0.39224454 0.34002689 0.34712255] [ 0.27723066 0.65371504 0.44338433 0.74923819 0.52436673] [ 0.7549956 0.35553878 0.59119116 0.32099151 0.38887249] [ 0.76260937 0.43838314 0.55786772 0.3473337 0.46226894] [ 0.48861815 0.45331866 0.60733786 0.64004873 0.39062301] [ 0.08559708 0.48040531 0.39203123 0.92425988 0.51982335] [ 0.28951204 0.74801228 0.41338072 0.7146838 0.49954796] [ 0.48847986 0.55091586 0.52462577 0.69486396 0.50350145] Progress: 15.5% ... Training loss: 0.681 ... Validation loss: 1.213[ 0.66954601 0.41218935 0.50595013 0.40625261 0.4923463 ] [ 0.57506597 0.47011383 0.56102746 0.762652 0.41603948] [ 0.45326665 0.42072198 0.42790113 0.60873717 0.5421485 ] [ 0.42608118 0.46064652 0.57893435 0.42196697 0.54912239] [ 0.44691648 0.41423612 0.49724642 0.72439288 0.34384157] [ 0.33519312 0.58763577 0.50060806 0.71803879 0.41248371] [ 0.68150408 0.33952812 0.59092721 0.3014656 0.40295545] [ 0.43836359 0.66924167 0.33758682 0.60818963 0.55046284] [ 0.78663435 0.42732887 0.42447014 0.44901486 0.42732042] [ 0.46962306 0.34301896 0.39497437 0.70248865 0.3313489 ] [ 0.5107036 0.589727 0.45010506 0.72867531 0.52711517] [ 0.69998676 0.439841 0.50817489 0.28115954 0.48019786] [ 0.74224934 0.37290491 0.51659484 0.2085831 0.42991261] [ 0.09409032 0.62344563 0.4972954 0.92577583 0.64650344] [ 0.7216222 0.57336084 0.56601409 0.47509719 0.36937204] [ 0.45932341 0.55345141 0.58449173 0.66110949 0.36699597] [ 0.75702475 0.39833633 0.52450781 0.2330382 0.36564472] [ 0.36424313 0.55834203 0.45373759 0.6994535 0.35750158] [ 0.22350202 0.53221312 0.53425061 0.8671576 0.46802617] [ 0.62206061 0.56245495 0.51339652 0.48196533 0.45804806] [ 0.72825322 0.4834509 0.44828727 0.39412639 0.4144036 ] [ 0.76759665 0.37044915 0.46932192 0.29664531 0.37707823] [ 0.39505722 0.45479605 0.59238846 0.59640045 0.35126046] [ 0.70996266 0.31982015 0.53843739 0.18772805 0.301731 ] [ 0.60079949 0.42870577 0.37665218 0.5553848 0.3853767 ] [ 0.87157305 0.43656173 0.58210583 0.16442208 0.43326026] [ 0.56612715 0.5078189 0.45518834 0.55703797 0.47479571] [ 0.3235143 0.51965085 0.53194901 0.73565349 0.42409097] [ 0.4874573 0.45688698 0.56257558 0.53523513 0.51824629] [ 0.62652502 0.49854602 0.54010108 0.39206466 0.46299787] [ 0.68019872 0.42329599 0.49968081 0.42428875 0.3681105 ] [ 0.75853642 0.44255106 0.58305326 0.26716102 0.42716019] [ 0.17768333 0.52605051 0.44861936 0.86331687 0.45696298] [ 0.50280466 0.45606488 0.4954086 0.63086857 0.29221074] [ 0.66770314 0.42851965 0.57912592 0.39595549 0.46502104] [ 0.35342734 0.52790274 0.35424454 0.65500599 0.54202109] [ 0.62535358 0.51136012 0.46146944 0.47136196 0.40361241] [ 0.86704581 0.45481797 0.58067359 0.20790936 0.38561905] [ 0.70320972 0.51644223 0.38631673 0.36985258 0.32204601] [ 0.15273176 0.57995282 0.5272124 0.85664537 0.5794832 ] [ 0.55372172 0.52360554 0.33977896 0.46749374 0.47654036] [ 0.27321098 0.6466158 0.47705135 0.7665722 0.52592837] [ 0.38140817 0.56577322 0.24977572 0.79110659 0.45396485] [ 0.41716724 0.59496569 0.46340065 0.7587298 0.49045889] [ 0.51264283 0.47043155 0.52994697 0.49857459 0.5477997 ] [ 0.37167867 0.62280641 0.46227433 0.67192272 0.42691458] [ 0.42546717 0.47981414 0.46008598 0.51379074 0.5962596 ] [ 0.19488842 0.61190623 0.41013428 0.82456047 0.54639172] [ 0.61655614 0.53966377 0.49621298 0.2933873 0.5450352 ] [ 0.45750697 0.39292896 0.52920281 0.70515287 0.41803737] [ 0.46442119 0.59208973 0.30173397 0.68970051 0.37912286] [ 0.09294201 0.60152103 0.37767234 0.9402688 0.52000233] [ 0.81554435 0.30788341 0.51624626 0.22887405 0.37220433] [ 0.49632458 0.41039385 0.39150939 0.51752182 0.36727214] [ 0.41984519 0.39571591 0.56449146 0.72577044 0.37788047] [ 0.40450919 0.52147805 0.49578234 0.82597696 0.41690624] [ 0.47829197 0.53301941 0.51914408 0.47092112 0.42297993] [ 0.81737306 0.37515704 0.5807631 0.28277761 0.35747457] [ 0.53357612 0.525551 0.48351887 0.58371905 0.360602 ] [ 0.41337185 0.53547924 0.36654846 0.57229972 0.42075489] [ 0.56717314 0.57745851 0.33046198 0.52253912 0.36105282] [ 0.36474017 0.52654018 0.48067238 0.70572758 0.59353258] [ 0.42194093 0.38908785 0.54327952 0.39906566 0.49656197] [ 0.73180629 0.42453556 0.65777353 0.36942818 0.44386164] [ 0.78850759 0.35557492 0.51614662 0.33653528 0.36756747] [ 0.77875753 0.4088185 0.59878238 0.23121475 0.43944969] [ 0.60712435 0.3964497 0.54833295 0.42812498 0.50520611] [ 0.52652219 0.53625688 0.47502343 0.46444503 0.46765755] [ 0.71529793 0.54301975 0.59505238 0.388588 0.46087713] [ 0.51683021 0.39412083 0.44398888 0.42372085 0.33173246] [ 0.43183628 0.48411614 0.53620308 0.66036019 0.3427803 ] [ 0.1536906 0.63763458 0.45919254 0.78844241 0.53881374] [ 0.6878172 0.35138156 0.68652914 0.32088774 0.48562373] [ 0.57921156 0.42685696 0.4592257 0.6051332 0.3051583 ] [ 0.47696771 0.56555904 0.54936644 0.47416869 0.66122454] [ 0.7518664 0.37509547 0.50896187 0.25877669 0.34628768] [ 0.63704263 0.4769025 0.45526786 0.41825125 0.4283829 ] [ 0.78562875 0.4237006 0.42995838 0.35039104 0.44917964] [ 0.6531741 0.51019376 0.58086938 0.46678547 0.43511891] [ 0.24448392 0.57740502 0.58655291 0.80865637 0.5822924 ] [ 0.55546812 0.40197002 0.60051166 0.61572811 0.29844644] [ 0.40324882 0.511592 0.4579624 0.78914253 0.40306577] [ 0.35576079 0.59777565 0.45649404 0.73248006 0.62248269] [ 0.15076322 0.46965728 0.51132881 0.86923927 0.5767497 ] [ 0.16259906 0.46970925 0.58949229 0.75671453 0.51440344] [ 0.60656852 0.42221723 0.53209334 0.55627325 0.44375709] [ 0.52114424 0.40697619 0.56526398 0.5200393 0.47510511] [ 0.34173352 0.60667047 0.50958789 0.57506797 0.56239819] [ 0.74876833 0.42675926 0.62798968 0.39914588 0.3231136 ] [ 0.66221669 0.40232558 0.51752943 0.40034495 0.57794903] [ 0.66401645 0.36972886 0.57416445 0.34078727 0.48412933] [ 0.33143835 0.68709576 0.46110558 0.77186776 0.46984612] [ 0.24081594 0.49169146 0.58452686 0.7517445 0.52122589] [ 0.59203888 0.37217726 0.61186245 0.53025886 0.33965904] [ 0.46486523 0.41597825 0.59420667 0.68307814 0.3958198 ] [ 0.82211279 0.30274319 0.43828536 0.25645067 0.30757983] [ 0.34199193 0.45419706 0.51820596 0.78738322 0.37044227] [ 0.80117332 0.36763306 0.42107535 0.29378356 0.40243318] [ 0.74994278 0.37221669 0.48087212 0.19494522 0.28443313] [ 0.71899524 0.37273438 0.487846 0.34489811 0.54737222] [ 0.36742606 0.49789304 0.45531913 0.52086149 0.46465309] [ 0.45120809 0.4368182 0.56808077 0.53701547 0.41198298] [ 0.35822197 0.64317955 0.4164502 0.73338361 0.36783435] [ 0.25171122 0.54846191 0.52037334 0.72308589 0.40892739] [ 0.40503626 0.3140908 0.52884873 0.60753143 0.55231442] [ 0.69997616 0.53113785 0.48213091 0.3881134 0.33008534] [ 0.6172397 0.51836624 0.57207316 0.48486814 0.37870843] [ 0.58382411 0.49500273 0.63599772 0.64802037 0.44255313] [ 0.75961111 0.54850273 0.30615924 0.54429123 0.34146591] [ 0.70317237 0.41946931 0.48137946 0.31190899 0.45373569] [ 0.35006957 0.51434634 0.43554791 0.67248248 0.34871469] [ 0.53307973 0.50470861 0.53898766 0.24911614 0.49528438] [ 0.2832553 0.41359189 0.61649675 0.79089356 0.56222421] [ 0.67657778 0.38056841 0.59680447 0.32451446 0.44536124] [ 0.64525757 0.28472009 0.47357632 0.27572147 0.43705216] [ 0.76505549 0.36919687 0.64187822 0.23467256 0.50675168] [ 0.45987199 0.46865315 0.52726383 0.65710847 0.42520796] [ 0.61468004 0.57385441 0.54609068 0.51942981 0.39789213] [ 0.54168174 0.5199975 0.40055085 0.53226385 0.4394532 ] [ 0.60467417 0.37365108 0.6353054 0.36446116 0.55487383] [ 0.35601535 0.42820834 0.5330259 0.68376331 0.36003675] [ 0.78923486 0.25388841 0.70774864 0.17099646 0.45991128] [ 0.89201006 0.4507285 0.60020741 0.12466197 0.37611019] [ 0.59764984 0.38949561 0.49476471 0.56505295 0.49176368] [ 0.69424062 0.45291543 0.67359021 0.43122192 0.41139209] [ 0.78673148 0.4103954 0.49968421 0.22086878 0.40571194] [ 0.60377659 0.45616979 0.39967022 0.74120261 0.2980464 ] [ 0.642167 0.3325 0.50717306 0.37156965 0.31771594] Progress: 15.6% ... Training loss: 0.680 ... Validation loss: 1.212[ 0.74681045 0.40010985 0.33344868 0.43555608 0.38448444] [ 0.4885153 0.38155537 0.64271388 0.5884417 0.40140407] [ 0.52311308 0.51442928 0.42386083 0.35000325 0.3787732 ] [ 0.14986938 0.49198081 0.44447617 0.88622793 0.53116724] [ 0.22396678 0.53210822 0.53429364 0.86701823 0.46799582] [ 0.43954335 0.50222331 0.54022163 0.51275839 0.47183608] [ 0.39639918 0.44163171 0.52651776 0.73947765 0.43457471] [ 0.55744812 0.44868937 0.58023745 0.67604571 0.31709486] [ 0.5343831 0.59662056 0.29156771 0.46877491 0.42720009] [ 0.41642346 0.5135712 0.55241059 0.74430768 0.46600056] [ 0.33225268 0.50904957 0.45099115 0.65743159 0.44544887] [ 0.36628618 0.58974799 0.4539434 0.85497082 0.41060891] [ 0.10564118 0.49188703 0.35810624 0.89051739 0.5254159 ] [ 0.60598037 0.40615583 0.39915926 0.54483927 0.32007991] [ 0.38526167 0.67150472 0.47837625 0.62207338 0.51332892] [ 0.7504986 0.36533118 0.44837755 0.34738235 0.39564756] [ 0.50225847 0.58349075 0.28372429 0.74752941 0.28681238] [ 0.47645948 0.38522431 0.45457209 0.60415017 0.53620054] [ 0.5549497 0.62018597 0.36949816 0.4789372 0.46625295] [ 0.3692019 0.56786687 0.4300125 0.72256298 0.47278082] [ 0.83528407 0.36499126 0.51184989 0.19446106 0.37029741] [ 0.49565467 0.41996689 0.45958636 0.45069519 0.41062826] [ 0.11799908 0.61744268 0.30860119 0.93484531 0.45200583] [ 0.78274609 0.54910341 0.47675941 0.48963102 0.40054559] [ 0.68655382 0.37058337 0.53074669 0.40437123 0.43573146] [ 0.87552708 0.34342611 0.53589304 0.15318312 0.23342455] [ 0.67676121 0.33575344 0.72860486 0.24417077 0.54236184] [ 0.28387482 0.40171252 0.56315317 0.678786 0.40931818] [ 0.5016665 0.59804619 0.34456585 0.56172804 0.42998887] [ 0.80023697 0.24409231 0.50183509 0.24232128 0.38721827] [ 0.82049603 0.42354616 0.65934816 0.30808265 0.43920165] [ 0.70296623 0.47291345 0.3855874 0.51949455 0.35104312] [ 0.16207102 0.53395927 0.49594793 0.83062212 0.52928432] [ 0.70207137 0.3998606 0.42531942 0.34605881 0.33240729] [ 0.26555544 0.543891 0.50883703 0.78193805 0.39429566] [ 0.52825925 0.47027635 0.54408986 0.66382198 0.37771526] [ 0.62910711 0.45828408 0.47384681 0.42242198 0.48584754] [ 0.88541734 0.32862635 0.57136055 0.20606928 0.37169886] [ 0.53228028 0.41453452 0.48087097 0.36988695 0.46161144] [ 0.57334771 0.42228916 0.5923733 0.41427032 0.49079919] [ 0.74021227 0.36815075 0.63388398 0.29511585 0.35227396] [ 0.58314445 0.42813883 0.53578143 0.30137279 0.38395752] [ 0.3227309 0.50477581 0.54342312 0.67449272 0.46716703] [ 0.76266791 0.33629106 0.51782563 0.29216103 0.33505728] [ 0.73316882 0.45259535 0.49444695 0.38857819 0.36036576] [ 0.51865519 0.60019752 0.54546191 0.66702001 0.46182794] [ 0.23674268 0.50417202 0.49067041 0.79152676 0.42521221] [ 0.79702211 0.39963316 0.49714253 0.27310491 0.4587904 ] [ 0.40432261 0.49009289 0.46652954 0.70403948 0.34195698] [ 0.53659583 0.53158681 0.65793732 0.59928601 0.39391764] [ 0.70316472 0.51648167 0.3862981 0.36986665 0.32205825] [ 0.35939012 0.6280231 0.4441484 0.66966551 0.41769783] [ 0.13051233 0.68767928 0.43518277 0.77323896 0.59686926] [ 0.50392611 0.53223381 0.52637409 0.64949314 0.35219594] [ 0.69473043 0.60510388 0.54496675 0.5590176 0.38404481] [ 0.20797388 0.39643753 0.49980037 0.69522915 0.63511921] [ 0.62718424 0.68814577 0.39297287 0.50696929 0.48842645] [ 0.63722037 0.4639233 0.54453794 0.54478667 0.44292802] [ 0.67701243 0.42875832 0.54139532 0.48079675 0.38807789] [ 0.46072563 0.39890388 0.454436 0.52777323 0.35352326] [ 0.42734882 0.42259502 0.50415857 0.46224552 0.51872013] [ 0.42911729 0.57906587 0.50203796 0.55273176 0.34031039] [ 0.14358763 0.51922823 0.48463627 0.88628435 0.62076117] [ 0.15541949 0.69963087 0.28727465 0.8790334 0.58251189] [ 0.8747092 0.33881736 0.56622064 0.18797117 0.39751956] [ 0.68808606 0.35126865 0.68657101 0.32074704 0.48557104] [ 0.78675346 0.4103465 0.49970213 0.22082838 0.40568897] [ 0.59281444 0.35119014 0.57358421 0.39405022 0.44820422] [ 0.7867345 0.51120386 0.32763842 0.42301228 0.33676843] [ 0.32884618 0.5128221 0.57531247 0.79519862 0.53774133] [ 0.38253023 0.60139929 0.28602498 0.78842438 0.45485043] [ 0.0794351 0.56387968 0.40050064 0.90655677 0.46575901] [ 0.10668784 0.52825644 0.51673078 0.82881694 0.51922411] [ 0.28870817 0.53295889 0.58858655 0.76378554 0.46388566] [ 0.7272004 0.35574022 0.43634857 0.26080865 0.40436034] [ 0.55797598 0.58265418 0.50993074 0.53514865 0.57943285] [ 0.91870038 0.27218017 0.52701613 0.13998962 0.34836164] [ 0.36719008 0.46759243 0.60283551 0.38295146 0.69366289] [ 0.12926322 0.6439078 0.44501221 0.72062204 0.48693341] [ 0.29475266 0.52670755 0.49964038 0.75106619 0.53699546] [ 0.56019715 0.52964883 0.51129567 0.36350636 0.58148962] [ 0.6496523 0.42707898 0.554219 0.34647997 0.43841508] [ 0.28415381 0.55128758 0.46592583 0.9009863 0.41728999] [ 0.61122445 0.58078234 0.47981626 0.53835103 0.42153633] [ 0.12801318 0.57618527 0.59153465 0.88624671 0.69576336] [ 0.47211444 0.41388327 0.44197096 0.77212639 0.37761335] [ 0.79164108 0.46864766 0.48171832 0.30864889 0.26254331] [ 0.67494253 0.45681973 0.45934366 0.39453975 0.40651742] [ 0.66142099 0.34100263 0.58437921 0.27962857 0.45436518] [ 0.18245038 0.53115817 0.48224293 0.80002942 0.46558078] [ 0.75497135 0.27374154 0.52300908 0.29496736 0.44949386] [ 0.6080505 0.48415609 0.57460847 0.38796575 0.46584716] [ 0.70419786 0.49782911 0.42508854 0.57279079 0.45857541] [ 0.47100304 0.53955199 0.49306343 0.57521246 0.54179475] [ 0.55080508 0.44483008 0.53787313 0.29720421 0.50740317] [ 0.72251205 0.41354355 0.38867713 0.46521556 0.42699155] [ 0.09534296 0.55527537 0.37644081 0.92058225 0.47395262] [ 0.68892525 0.50736619 0.53903418 0.4022755 0.46051371] [ 0.27689522 0.53413207 0.46837621 0.66697265 0.45421557] [ 0.54408853 0.45176097 0.43969751 0.46662227 0.52774234] [ 0.35621828 0.5795598 0.45721992 0.58515139 0.46632109] [ 0.18082875 0.65920993 0.4605238 0.74985859 0.39624183] [ 0.43139507 0.58711235 0.3252207 0.65770601 0.49919963] [ 0.71175276 0.36874047 0.43777284 0.51747673 0.37563202] [ 0.38724733 0.50620774 0.63144676 0.51436644 0.55322769] [ 0.54536124 0.52844032 0.44253594 0.62412367 0.48754726] [ 0.14991953 0.56208107 0.42752674 0.8647229 0.45410444] [ 0.31845526 0.4730796 0.5467594 0.74974785 0.4259267 ] [ 0.5233834 0.40608204 0.69831092 0.54383316 0.36605403] [ 0.55120274 0.46905974 0.50533028 0.3899724 0.41281309] [ 0.15066234 0.59646166 0.52928494 0.84340956 0.56161875] [ 0.42709124 0.58079559 0.35971387 0.49201953 0.47462391] [ 0.23214325 0.50731872 0.5352748 0.82534501 0.56895958] [ 0.67172611 0.54673272 0.43001495 0.49953615 0.2939321 ] [ 0.60900172 0.46142092 0.61688664 0.48467284 0.6052483 ] [ 0.20423877 0.56449403 0.45746815 0.74974385 0.5343901 ] [ 0.37993168 0.65095512 0.33058443 0.73324432 0.52543812] [ 0.90803673 0.30604504 0.55191062 0.0872384 0.27942921] [ 0.31307458 0.57237535 0.44133487 0.71633772 0.48973109] [ 0.09658226 0.5378865 0.38575823 0.92623883 0.53627926] [ 0.86531853 0.49773954 0.5168279 0.30362296 0.35369816] [ 0.24542774 0.52872833 0.45852843 0.90622142 0.54910395] [ 0.82366526 0.43939608 0.42982579 0.35693117 0.35119292] [ 0.42778137 0.56494498 0.50379487 0.67325923 0.54884985] [ 0.22478939 0.54656598 0.54107036 0.77317135 0.53632498] [ 0.76764294 0.36679499 0.54466294 0.30495282 0.45711029] [ 0.85046833 0.45507972 0.62091793 0.24687127 0.44092746] [ 0.28364076 0.41352931 0.61652564 0.79077592 0.56220262] Progress: 15.6% ... Training loss: 0.680 ... Validation loss: 1.219[ 0.77845829 0.45609328 0.55801535 0.27227218 0.41749082] [ 0.50708252 0.57681179 0.36065367 0.67601886 0.35973017] [ 0.07305024 0.49721194 0.43624342 0.90672406 0.48503775] [ 0.51266893 0.38399013 0.57352784 0.75704166 0.43609579] [ 0.46831726 0.60742927 0.63427394 0.65526009 0.49069059] [ 0.65300013 0.53653232 0.4166554 0.51643316 0.33965539] [ 0.40095376 0.41387179 0.46887761 0.76693949 0.35442148] [ 0.81123358 0.29370873 0.58959766 0.30694149 0.46296047] [ 0.41918009 0.57883268 0.50800834 0.48240089 0.43731603] [ 0.56028965 0.42643333 0.57141783 0.37663525 0.42757991] [ 0.5282716 0.574696 0.36842707 0.5984177 0.38673137] [ 0.62873909 0.34271679 0.60338501 0.43043245 0.33495505] [ 0.15790695 0.49662737 0.32771785 0.85025666 0.56080075] [ 0.71222539 0.40358555 0.60120557 0.30015692 0.47628063] [ 0.46819905 0.60579626 0.46640051 0.67105087 0.52837262] [ 0.59484646 0.57963737 0.42372429 0.55023753 0.52003131] [ 0.119236 0.59010595 0.49225114 0.81373716 0.55065095] [ 0.48642349 0.57687507 0.3108808 0.65490885 0.3818964 ] [ 0.66560726 0.50697789 0.44770739 0.72236998 0.42447396] [ 0.71355714 0.43698935 0.34445141 0.43381163 0.40046846] [ 0.70273255 0.44463523 0.54768484 0.31205618 0.33812442] [ 0.55525463 0.55675596 0.44946544 0.6156012 0.33984055] [ 0.56156154 0.62115311 0.46357206 0.54555393 0.32190807] [ 0.52578249 0.47920339 0.51926635 0.56020993 0.39453353] [ 0.48988039 0.59680303 0.47819894 0.5278569 0.41917689] [ 0.72302539 0.31389357 0.53701871 0.30711198 0.54273846] [ 0.58915821 0.38850746 0.47832566 0.44614179 0.32828747] [ 0.32190626 0.61572291 0.43450372 0.75006458 0.640011 ] [ 0.6293921 0.62817645 0.50778988 0.45376085 0.44066052] [ 0.50449958 0.44293815 0.52203806 0.48106902 0.39794765] [ 0.39549361 0.38856339 0.58348311 0.69554898 0.45520681] [ 0.60237109 0.41773425 0.58385611 0.25976718 0.61947995] [ 0.39217895 0.5868861 0.52663037 0.7613833 0.43564606] [ 0.2021696 0.5877207 0.55562132 0.86738111 0.62181226] [ 0.46831258 0.42969983 0.44985899 0.47526798 0.50254787] [ 0.53462376 0.53358341 0.58643107 0.39883453 0.51392804] [ 0.17684189 0.70042177 0.32955015 0.904533 0.55371075] [ 0.71307457 0.55732078 0.48975027 0.52924599 0.43489962] [ 0.58255527 0.49629762 0.55397539 0.47592424 0.56501355] [ 0.4447685 0.44349273 0.6479226 0.71177686 0.46275775] [ 0.44191357 0.44277459 0.60946607 0.76188782 0.46898533] [ 0.09086715 0.60225136 0.38837633 0.93891126 0.58149474] [ 0.27180151 0.64230391 0.31471946 0.79750294 0.55479818] [ 0.30831775 0.43619483 0.61475944 0.71843324 0.56650543] [ 0.42671294 0.48396721 0.52513908 0.56202092 0.40906864] [ 0.73913611 0.33719379 0.55593027 0.32110322 0.50138898] [ 0.62258254 0.54367034 0.43040906 0.34545183 0.39692132] [ 0.41907728 0.43821218 0.56193816 0.5160833 0.58665527] [ 0.12090481 0.54917781 0.45389984 0.88341317 0.41349092] [ 0.38584972 0.55838008 0.5497429 0.59119885 0.5087639 ] [ 0.52596646 0.36852799 0.53434381 0.54290686 0.38058757] [ 0.31254386 0.52087181 0.58149873 0.75438983 0.40099312] [ 0.73519798 0.34339306 0.6458617 0.26535088 0.4787428 ] [ 0.5871599 0.303603 0.50742635 0.71429291 0.38009268] [ 0.3380052 0.66124236 0.40801964 0.7469556 0.50197962] [ 0.20858532 0.6474148 0.32626631 0.86592882 0.57061541] [ 0.39826584 0.55662024 0.46539678 0.45874951 0.43750441] [ 0.63652339 0.55763571 0.50182265 0.46755992 0.35111204] [ 0.78565543 0.48616789 0.55685118 0.34973159 0.43226932] [ 0.73014812 0.52203388 0.32900527 0.49824851 0.34911965] [ 0.50451115 0.62669312 0.39678865 0.53958341 0.32396753] [ 0.57448692 0.44129387 0.62400902 0.34984942 0.39366408] [ 0.21531873 0.60461163 0.43549466 0.89619766 0.46619087] [ 0.33437521 0.58373242 0.46761928 0.60809988 0.37148199] [ 0.47868467 0.55525952 0.46689532 0.55487857 0.40896156] [ 0.09906388 0.65148863 0.51386801 0.94013824 0.51888917] [ 0.26555758 0.61919985 0.38758269 0.69455275 0.46729926] [ 0.76666862 0.50212546 0.57245098 0.21021191 0.50461503] [ 0.27046938 0.52287656 0.57975072 0.83816468 0.48211324] [ 0.17686909 0.57014926 0.4914758 0.80790797 0.53170678] [ 0.76493055 0.46669524 0.53428325 0.26087657 0.46498593] [ 0.52421682 0.57739929 0.42474091 0.56190214 0.45136005] [ 0.69615053 0.4718538 0.44519482 0.45216295 0.49109376] [ 0.62090991 0.40327693 0.44034625 0.69872231 0.2803347 ] [ 0.3412865 0.54537156 0.56280185 0.78457659 0.55539006] [ 0.44483901 0.5263132 0.46934963 0.58978634 0.61040143] [ 0.75536914 0.27357005 0.52309663 0.29468344 0.44940288] [ 0.50097684 0.43159784 0.44971408 0.53930992 0.47924881] [ 0.37113825 0.6052124 0.54149981 0.75767126 0.42930386] [ 0.76545281 0.44028382 0.59040912 0.24189833 0.50707906] [ 0.22871574 0.5616646 0.44861833 0.85357691 0.53481911] [ 0.83923523 0.31519906 0.60088708 0.1680388 0.3895776 ] [ 0.15937216 0.54072039 0.55503739 0.85776043 0.49870758] [ 0.48067768 0.55517006 0.40723488 0.54030273 0.3075971 ] [ 0.70130874 0.44982105 0.50969929 0.24197249 0.36673206] [ 0.29953808 0.57457842 0.41229306 0.70400191 0.49551425] [ 0.2588423 0.53881137 0.51698864 0.76191064 0.45535643] [ 0.14669277 0.51112944 0.40209383 0.84811829 0.45556855] [ 0.83970297 0.31444679 0.37851617 0.15000959 0.30350714] [ 0.48672625 0.59877178 0.48647661 0.45716493 0.35121653] [ 0.81768072 0.48691919 0.41426473 0.44705983 0.30685191] [ 0.62997745 0.44196599 0.67051962 0.36361204 0.48111803] [ 0.76328782 0.56355103 0.53760029 0.39770917 0.42038944] [ 0.73679186 0.46033701 0.41465716 0.2655562 0.26917015] [ 0.38652309 0.42732358 0.52656181 0.55670281 0.62656793] [ 0.77556341 0.44378043 0.37056629 0.36359763 0.36915596] [ 0.35312224 0.64785742 0.40517823 0.79225884 0.51577994] [ 0.38379538 0.59475983 0.39923027 0.58832949 0.47874269] [ 0.54583294 0.57526768 0.41313272 0.70673129 0.47682802] [ 0.42789979 0.50947559 0.61478632 0.64316645 0.35434355] [ 0.20030762 0.62999862 0.49121528 0.70821078 0.47937783] [ 0.19481402 0.47047204 0.54600467 0.78315017 0.59113466] [ 0.48869261 0.443442 0.49576009 0.76218295 0.33705282] [ 0.44966251 0.38338118 0.57088147 0.7269606 0.43084062] [ 0.11041713 0.45751247 0.4556674 0.88002046 0.43757636] [ 0.69543356 0.43404299 0.58870782 0.44258172 0.37995467] [ 0.48498993 0.48553524 0.38354667 0.67826687 0.40472461] [ 0.26729284 0.39893933 0.54355377 0.76090168 0.44230371] [ 0.271984 0.4417132 0.37135215 0.75509964 0.60343318] [ 0.49462007 0.48282948 0.5156176 0.48031926 0.64175382] [ 0.56335182 0.40033019 0.50132305 0.50601896 0.29082592] [ 0.29624979 0.456223 0.58758359 0.58625327 0.56366798] [ 0.67312479 0.4979588 0.56139515 0.33333173 0.44645895] [ 0.21622774 0.64033773 0.50338214 0.75408885 0.4872622 ] [ 0.51353244 0.45927638 0.41880992 0.58821098 0.3954857 ] [ 0.61947144 0.47532059 0.61772348 0.40591826 0.44873972] [ 0.75235911 0.41365717 0.42527665 0.3870326 0.34935055] [ 0.16898236 0.56211525 0.49969885 0.88356306 0.644159 ] [ 0.63337951 0.4034125 0.3931185 0.39388098 0.36826292] [ 0.59794984 0.36694787 0.60924217 0.36895934 0.52120244] [ 0.20747255 0.53823214 0.47545107 0.84585477 0.52984027] [ 0.56335182 0.40033019 0.50132305 0.50601896 0.29082592] [ 0.3873458 0.44606289 0.46180311 0.72628342 0.40514838] [ 0.68980731 0.45196249 0.47091449 0.4347582 0.31580233] [ 0.55980095 0.41905459 0.68518328 0.59163524 0.35182673] [ 0.47452816 0.59982039 0.41614049 0.60867267 0.40603929] [ 0.6519646 0.44381515 0.50150025 0.42784909 0.54370641] [ 0.38950369 0.43214201 0.64322107 0.67288007 0.38533858] Progress: 15.7% ... Training loss: 0.680 ... Validation loss: 1.217[ 0.41600352 0.47832386 0.54127423 0.76629451 0.48441161] [ 0.87979049 0.44114902 0.49961701 0.2282816 0.35870709] [ 0.82437385 0.34677922 0.56022214 0.19470567 0.45259031] [ 0.8049142 0.31592616 0.53684004 0.18035325 0.4515814 ] [ 0.75768188 0.35332397 0.4480766 0.36927977 0.49645928] [ 0.6523745 0.47606104 0.69780441 0.48808711 0.33504834] [ 0.57794174 0.48700118 0.40768496 0.32697787 0.35087487] [ 0.44183485 0.5749346 0.51251906 0.56460785 0.49483267] [ 0.15236693 0.55141295 0.40106306 0.86256405 0.43515046] [ 0.28439543 0.65989013 0.3017937 0.84703794 0.54884777] [ 0.2540792 0.44383275 0.3350444 0.70951709 0.42557093] [ 0.75670475 0.44488767 0.43932047 0.36536059 0.30830657] [ 0.89628798 0.34474193 0.57564728 0.1662888 0.34116476] [ 0.66041748 0.34554744 0.39179113 0.4529124 0.56437339] [ 0.11305266 0.59884526 0.31740089 0.94113984 0.64255328] [ 0.68366625 0.59211074 0.36723003 0.35467151 0.36717542] [ 0.66530669 0.53449492 0.48529142 0.49818745 0.3684629 ] [ 0.32442024 0.53083923 0.59135596 0.82690608 0.43857532] [ 0.88069697 0.421568 0.42766906 0.26080305 0.23257216] [ 0.53584833 0.50014798 0.42326049 0.45793108 0.36940874] [ 0.51150041 0.35452478 0.49590945 0.55094183 0.50129232] [ 0.28987924 0.56169908 0.42226674 0.75980347 0.53120824] [ 0.3542023 0.3781683 0.55568409 0.65036558 0.56105463] [ 0.34200472 0.42024239 0.46130372 0.84727285 0.42196436] [ 0.61133424 0.51622951 0.52105442 0.42723558 0.43282424] [ 0.45495688 0.49676079 0.47947976 0.43660263 0.44273965] [ 0.6097992 0.57545397 0.44512722 0.53097964 0.39631885] [ 0.72271723 0.43499676 0.43010821 0.35249632 0.41750696] [ 0.74804952 0.42838725 0.437286 0.28480777 0.34400467] [ 0.64199168 0.54282778 0.69787232 0.34795884 0.43123938] [ 0.67436495 0.29240881 0.54761041 0.28033028 0.47903526] [ 0.7951047 0.45452226 0.63700057 0.26358891 0.41973706] [ 0.67760942 0.43725377 0.35401933 0.44880098 0.49847049] [ 0.27667686 0.62825191 0.30364953 0.80902509 0.55584495] [ 0.52008081 0.52431292 0.46716537 0.58985598 0.63365107] [ 0.42407039 0.50396357 0.50631948 0.62411602 0.47441128] [ 0.50625047 0.47896562 0.53102165 0.62601115 0.3990042 ] [ 0.75305838 0.4902189 0.56057317 0.36442943 0.43150875] [ 0.42101913 0.38778103 0.50057537 0.75383543 0.49259967] [ 0.42207125 0.57671494 0.37807539 0.51459144 0.40071168] [ 0.09558512 0.53249208 0.55302603 0.86905205 0.64909216] [ 0.78200149 0.37825084 0.52072439 0.35638196 0.46208173] [ 0.64554919 0.53760884 0.51208368 0.4769159 0.42606622] [ 0.82770797 0.5757391 0.62787673 0.40535485 0.36814879] [ 0.73526742 0.48744749 0.68875967 0.32937502 0.39481296] [ 0.67302701 0.45612809 0.46739918 0.30211938 0.3214666 ] [ 0.38207418 0.5506532 0.4458581 0.71230261 0.57340929] [ 0.31946026 0.50281901 0.56754433 0.76487989 0.52783984] [ 0.74788547 0.49285268 0.53321513 0.41651538 0.37468627] [ 0.21267626 0.41616173 0.43496394 0.77197861 0.43140416] [ 0.59227154 0.49972588 0.5437577 0.23537835 0.34988027] [ 0.3517057 0.64742575 0.55510305 0.67967396 0.51031341] [ 0.85296169 0.39746461 0.5057551 0.21177127 0.33678368] [ 0.77114745 0.50046294 0.43522345 0.32508772 0.36259542] [ 0.68978461 0.37763087 0.52699407 0.27402916 0.54766337] [ 0.50180453 0.59820133 0.3444944 0.56173462 0.43005629] [ 0.6753686 0.45252674 0.51252761 0.49967276 0.3871176 ] [ 0.81951211 0.53768476 0.49009359 0.27787427 0.3433075 ] [ 0.114587 0.46632736 0.48438054 0.86455521 0.4490128 ] [ 0.18873979 0.50756035 0.42012347 0.80315762 0.6170243 ] [ 0.44925854 0.62176822 0.3602805 0.75448441 0.52974209] [ 0.6305588 0.57095818 0.5346864 0.49106193 0.37456988] [ 0.7480333 0.48096323 0.49290275 0.21277803 0.40133597] [ 0.37559931 0.45144357 0.46333257 0.65406476 0.39691046] [ 0.40884437 0.51321632 0.49460588 0.57854123 0.39722099] [ 0.54903052 0.49645781 0.36948332 0.39702107 0.36269049] [ 0.66267011 0.40219788 0.51757832 0.40004884 0.57789469] [ 0.53074701 0.48053386 0.37963753 0.46091738 0.37774918] [ 0.37628759 0.52997953 0.60274919 0.76119452 0.59161395] [ 0.42529106 0.41388757 0.53053401 0.66245878 0.36454045] [ 0.22804257 0.56904643 0.62709392 0.78388777 0.46073341] [ 0.52967436 0.60498715 0.37524081 0.6292719 0.49771065] [ 0.85388923 0.33926122 0.59771284 0.15217571 0.33447269] [ 0.32764701 0.36806305 0.541465 0.711161 0.47878618] [ 0.39585783 0.60150366 0.36654976 0.72744494 0.45234872] [ 0.26336187 0.49549169 0.50706647 0.82964091 0.61768547] [ 0.70268702 0.41139597 0.461037 0.28352759 0.384713 ] [ 0.25579098 0.58501968 0.39758269 0.8481119 0.65148252] [ 0.30424984 0.589888 0.49323288 0.67457002 0.61652412] [ 0.45620346 0.49159127 0.41507089 0.573105 0.43883767] [ 0.76672719 0.35287762 0.56751075 0.29127728 0.4763345 ] [ 0.11821487 0.52513566 0.56445486 0.76088201 0.55500328] [ 0.54018335 0.47125311 0.56885595 0.3004241 0.4190992 ] [ 0.4956959 0.65088799 0.46469914 0.60356442 0.39134823] [ 0.6858547 0.44352561 0.5834587 0.3910372 0.43374497] [ 0.49078983 0.46544821 0.60948676 0.60906417 0.35169634] [ 0.6524849 0.57717029 0.3865376 0.55622425 0.42321818] [ 0.31116234 0.54955161 0.49146641 0.78449173 0.45678253] [ 0.4242898 0.40844599 0.62725348 0.49456077 0.41365001] [ 0.34168289 0.60656303 0.40128792 0.68603776 0.43882414] [ 0.35668586 0.38946907 0.46971801 0.69293623 0.43197838] [ 0.08107277 0.593864 0.5318709 0.91655457 0.57850704] [ 0.73026215 0.46213533 0.36153158 0.40289028 0.33366177] [ 0.90178882 0.37507342 0.48819887 0.22935641 0.29258698] [ 0.17978242 0.58832912 0.51312993 0.80618818 0.5381899 ] [ 0.52231018 0.46936159 0.47794163 0.53065839 0.44600999] [ 0.47140503 0.38483337 0.55520932 0.75758668 0.43331962] [ 0.25773768 0.56346998 0.54683434 0.79547508 0.53575542] [ 0.08307498 0.57036589 0.46272167 0.92571244 0.47564571] [ 0.74425409 0.51064024 0.57902061 0.21055815 0.42448382] [ 0.65535348 0.52780435 0.46578484 0.40141927 0.52285245] [ 0.40068096 0.64651311 0.442872 0.69500152 0.43253604] [ 0.42369755 0.56152998 0.35200696 0.5672813 0.4222895 ] [ 0.43198974 0.44457981 0.44088983 0.47754235 0.52224013] [ 0.21763419 0.61127267 0.5538155 0.68637757 0.59382031] [ 0.73857638 0.45657654 0.61604821 0.39162811 0.46169619] [ 0.74904137 0.36719766 0.59084757 0.23001922 0.41228898] [ 0.22019093 0.45115635 0.48082099 0.78548573 0.48362195] [ 0.41764306 0.45038325 0.61586055 0.66682939 0.33632691] [ 0.27000922 0.52573362 0.37369865 0.64663015 0.50688424] [ 0.56975797 0.44227986 0.48193399 0.55444104 0.41435376] [ 0.51766579 0.46235579 0.43717867 0.63049136 0.3080546 ] [ 0.58463108 0.58416381 0.44465857 0.67589413 0.33397276] [ 0.31679938 0.45068721 0.63421523 0.76809049 0.37621013] [ 0.66874538 0.46996829 0.45404818 0.52048849 0.33751433] [ 0.51511795 0.38348928 0.51905486 0.40219489 0.52950138] [ 0.20665435 0.60987413 0.51506815 0.86976561 0.64048425] [ 0.63200485 0.59859101 0.54027658 0.48248763 0.42806892] [ 0.64618941 0.40972856 0.6210316 0.45565419 0.42372953] [ 0.18610135 0.55864499 0.48451019 0.53792701 0.6341344 ] [ 0.64415409 0.65179646 0.46501287 0.58584375 0.45978293] [ 0.37272032 0.51910327 0.45445929 0.42489128 0.4153926 ] [ 0.34756462 0.41243966 0.49708745 0.82687692 0.46887723] [ 0.72100291 0.49411795 0.63058101 0.22684139 0.51223876] [ 0.54549274 0.59905451 0.34146194 0.47549379 0.35763962] [ 0.08346637 0.59794977 0.48074206 0.93651331 0.67951208] [ 0.66704335 0.39911622 0.43020973 0.45857375 0.42618002] [ 0.52585453 0.41643412 0.58063391 0.31077907 0.61248665] Progress: 15.7% ... Training loss: 0.679 ... Validation loss: 1.219[ 0.78764589 0.42099805 0.37660411 0.33492095 0.37916404] [ 0.71745593 0.40652535 0.43141988 0.25516341 0.3320682 ] [ 0.84376197 0.58013002 0.44141764 0.39428939 0.2922352 ] [ 0.35061522 0.60180111 0.52528389 0.69722849 0.54000313] [ 0.83744683 0.53895485 0.52998714 0.31555396 0.3977699 ] [ 0.5315199 0.6408024 0.43516356 0.66311241 0.42749318] [ 0.20404094 0.53640183 0.53173696 0.85766764 0.55105754] [ 0.5348918 0.41026257 0.58643978 0.63039463 0.43951469] [ 0.46433731 0.36092601 0.66854945 0.66562946 0.46046236] [ 0.63461269 0.41780373 0.64941341 0.31463466 0.46344605] [ 0.12162458 0.57751128 0.45347931 0.87762496 0.56438224] [ 0.7573976 0.54019511 0.42579915 0.45653484 0.40812632] [ 0.53682455 0.49980404 0.42338988 0.45735659 0.36927716] [ 0.40858955 0.45237487 0.51721505 0.58410243 0.52413784] [ 0.34037138 0.61862757 0.4283141 0.7924275 0.59209447] [ 0.61608723 0.56137042 0.51694006 0.64509347 0.4543908 ] [ 0.59801306 0.4614816 0.50709409 0.55010159 0.45993887] [ 0.65009225 0.45629706 0.37199411 0.37076496 0.43348405] [ 0.61507111 0.35592515 0.50117986 0.60809254 0.4041155 ] [ 0.44709778 0.55573119 0.49711351 0.8134979 0.43165835] [ 0.62768859 0.33515856 0.61059824 0.4989422 0.5695358 ] [ 0.53307824 0.50448623 0.52850837 0.41235629 0.5572589 ] [ 0.49402465 0.57696461 0.52729724 0.51653019 0.48272883] [ 0.79455472 0.48212406 0.50970088 0.19229654 0.36608134] [ 0.64821874 0.44570871 0.3679021 0.44371039 0.40306859] [ 0.55772709 0.44294628 0.53024217 0.63017124 0.46825079] [ 0.27183087 0.54027206 0.43273805 0.75160901 0.65804128] [ 0.66695267 0.39152042 0.38930988 0.35154935 0.31621731] [ 0.44435857 0.52820885 0.41375487 0.70105906 0.4796778 ] [ 0.54683892 0.45032075 0.39267108 0.40444496 0.39231386] [ 0.48442106 0.47698177 0.47046643 0.70869876 0.30998133] [ 0.52016941 0.52000453 0.44263669 0.39767418 0.39709862] [ 0.53562463 0.49285642 0.41162094 0.48293272 0.46920359] [ 0.29232617 0.55363126 0.57079161 0.78218389 0.53598899] [ 0.51467667 0.5577827 0.49725094 0.45833934 0.55342509] [ 0.14026441 0.49190037 0.47498748 0.82691003 0.5030817 ] [ 0.29318672 0.66075515 0.50785382 0.78003026 0.48575154] [ 0.78206965 0.3781441 0.60651772 0.342288 0.41178934] [ 0.7314349 0.43639491 0.45305324 0.52856863 0.53779269] [ 0.48015213 0.46434701 0.4077916 0.6628799 0.32553453] [ 0.29862122 0.49208948 0.57884559 0.67398413 0.4975389 ] [ 0.73411712 0.44991202 0.58421914 0.18468496 0.44545885] [ 0.10400534 0.60341519 0.40744647 0.87468574 0.47148454] [ 0.06196017 0.60164945 0.37982667 0.96153536 0.51833301] [ 0.67302098 0.33699023 0.63643196 0.39928002 0.45269415] [ 0.70293829 0.52017105 0.57152922 0.36393019 0.41397182] [ 0.73598725 0.43929763 0.42879813 0.44470547 0.50481316] [ 0.12106648 0.58889985 0.45015112 0.79513187 0.60378455] [ 0.58942389 0.45795478 0.41039989 0.67131558 0.29482929] [ 0.73103435 0.41831313 0.41266413 0.260274 0.34543817] [ 0.7006682 0.46149255 0.58869053 0.54317893 0.39710242] [ 0.70443212 0.32703967 0.41951194 0.43077427 0.46191017] [ 0.52671586 0.55218862 0.34459056 0.59346306 0.48076789] [ 0.18961311 0.59571386 0.36101368 0.8144201 0.5500981 ] [ 0.48004837 0.67139777 0.61931252 0.58609327 0.51594324] [ 0.7644644 0.4898367 0.50267344 0.32607925 0.3900636 ] [ 0.37307313 0.41575716 0.67614053 0.7397401 0.44134602] [ 0.74438035 0.42951155 0.55382532 0.22679612 0.4002502 ] [ 0.56617982 0.47617683 0.47803577 0.51611723 0.40038874] [ 0.29001732 0.46993948 0.65342524 0.65513529 0.43898972] [ 0.67675914 0.36966416 0.60957706 0.30674339 0.34953762] [ 0.77930976 0.43506698 0.51396398 0.27826121 0.41027299] [ 0.8115693 0.54092041 0.53120705 0.32854847 0.38209168] [ 0.30890176 0.44721824 0.44563314 0.80658637 0.51855027] [ 0.69053868 0.37721722 0.65393332 0.2955215 0.48587697] [ 0.53875858 0.42386344 0.42973713 0.68094804 0.46341897] [ 0.2233742 0.48498203 0.41547046 0.8333849 0.42142736] [ 0.45148405 0.41983502 0.42050717 0.44840299 0.43515038] [ 0.62383554 0.53294429 0.30571984 0.50568918 0.348707 ] [ 0.2855459 0.39965615 0.41099305 0.6986793 0.55834873] [ 0.81064406 0.36717747 0.57106035 0.21835561 0.38864868] [ 0.26197741 0.43535048 0.34046797 0.82753528 0.53717828] [ 0.71935762 0.50687566 0.29014713 0.53821699 0.32041051] [ 0.6696596 0.48895004 0.32085691 0.53958848 0.38496098] [ 0.46972253 0.58120724 0.44930286 0.49917976 0.49804361] [ 0.77677105 0.44832063 0.60163499 0.38305129 0.51567033] [ 0.70586575 0.41358528 0.61747962 0.36438086 0.57978598] [ 0.405161 0.65186077 0.53683855 0.666575 0.61369718] [ 0.48333726 0.70598728 0.31346968 0.86675517 0.47981841] [ 0.26986916 0.52345524 0.57953068 0.83844113 0.48233642] [ 0.60055692 0.48555883 0.65506611 0.36116139 0.44425822] [ 0.34457616 0.56181142 0.54675419 0.77788341 0.49504028] [ 0.39597502 0.5612902 0.53238536 0.69177897 0.35429897] [ 0.68704302 0.43962134 0.58798656 0.28242462 0.52721138] [ 0.52599568 0.61042657 0.43180948 0.63461028 0.29411336] [ 0.34117457 0.49877006 0.45502088 0.58507975 0.61832139] [ 0.4413403 0.65437895 0.34631822 0.67124913 0.37280166] [ 0.85616455 0.53423169 0.44100118 0.31769142 0.31337333] [ 0.76557531 0.47429091 0.49019187 0.42838758 0.4148656 ] [ 0.61741231 0.479482 0.41725747 0.42743595 0.33691558] [ 0.22243711 0.61205026 0.45090716 0.89969957 0.58604107] [ 0.50194885 0.55693229 0.38679041 0.55409017 0.42947627] [ 0.79355904 0.46228443 0.55159282 0.34586678 0.41615213] [ 0.70586575 0.41358528 0.61747962 0.36438086 0.57978598] [ 0.26017101 0.58426601 0.42110267 0.73294961 0.50254469] [ 0.39630558 0.60143163 0.36657631 0.72720193 0.45230769] [ 0.69032447 0.43522406 0.42076548 0.22761621 0.3611785 ] [ 0.56495645 0.444835 0.4853148 0.41403478 0.42907047] [ 0.6709506 0.33256627 0.52204064 0.46267911 0.42797473] [ 0.44879914 0.38082364 0.48537931 0.48732287 0.44335053] [ 0.73017904 0.46483728 0.55934737 0.43529254 0.40579176] [ 0.53289085 0.55047589 0.39801658 0.57523903 0.4215156 ] [ 0.52086251 0.42377556 0.40841728 0.46824372 0.48501806] [ 0.23065943 0.64409953 0.43317111 0.88837692 0.39267784] [ 0.53025825 0.46520966 0.52854884 0.41250275 0.60224796] [ 0.44610142 0.49231633 0.51339898 0.58809024 0.30896268] [ 0.53997478 0.55791243 0.50559459 0.64860283 0.37658241] [ 0.89587702 0.4763018 0.49165444 0.31473848 0.34232618] [ 0.59534828 0.39345817 0.56167084 0.46620814 0.41648021] [ 0.70610993 0.64876045 0.42067053 0.48474891 0.45795571] [ 0.76012625 0.49643189 0.55400342 0.22974512 0.50259662] [ 0.41352051 0.41739194 0.46621955 0.71302839 0.35328786] [ 0.38306027 0.58434248 0.36687587 0.5957918 0.41389345] [ 0.48887739 0.46034742 0.39405787 0.64163353 0.48893185] [ 0.70501886 0.38254209 0.54939016 0.36809123 0.41796351] [ 0.42703181 0.48774726 0.42267497 0.64736694 0.46130139] [ 0.28265808 0.4682278 0.48880409 0.69997541 0.36257807] [ 0.46296222 0.35689314 0.6200788 0.72189081 0.46998985] [ 0.82930381 0.38825525 0.4519452 0.20651233 0.20124702] [ 0.46648266 0.54821553 0.57196462 0.78683225 0.40137982] [ 0.56939566 0.56129735 0.37462052 0.7793719 0.406176 ] [ 0.47496933 0.4756303 0.54041364 0.72428805 0.38627092] [ 0.70061182 0.37202555 0.48437756 0.31449709 0.3801281 ] [ 0.63506966 0.48769833 0.51384304 0.36774286 0.56739186] [ 0.52304281 0.38021538 0.52170223 0.48061786 0.33054282] [ 0.62078117 0.59243108 0.41387107 0.49459813 0.37569334] [ 0.53958229 0.42704241 0.68434332 0.6180115 0.38008568] [ 0.85681874 0.57989896 0.52540466 0.34393588 0.31437619] Progress: 15.8% ... Training loss: 0.679 ... Validation loss: 1.214[ 0.69583355 0.45226769 0.67381774 0.43023443 0.41115482] [ 0.0993979 0.51542919 0.33884577 0.94518044 0.50953151] [ 0.20789199 0.52439138 0.52460901 0.67317525 0.6310318 ] [ 0.2526073 0.60357942 0.40689249 0.75306816 0.54284731] [ 0.13979425 0.62585395 0.44900734 0.90865917 0.50401492] [ 0.84801988 0.32523724 0.46421496 0.17884872 0.27549195] [ 0.17820107 0.59343882 0.37767871 0.84185953 0.46669985] [ 0.44808278 0.48841876 0.39740159 0.47020089 0.50739912] [ 0.58520762 0.64180036 0.39777136 0.51422876 0.37157006] [ 0.51733456 0.4701889 0.52453714 0.55480433 0.43723221] [ 0.4973499 0.45537455 0.52548533 0.50073116 0.50980114] [ 0.52322878 0.40661453 0.56540666 0.5190584 0.47497844] [ 0.45020792 0.52291558 0.49401975 0.73158161 0.33101643] [ 0.36760571 0.62412533 0.51572591 0.71027818 0.4399724 ] [ 0.56321907 0.43615241 0.52844813 0.78612733 0.44460674] [ 0.52758207 0.44451125 0.49882874 0.6439872 0.29890331] [ 0.79950212 0.36335398 0.5739907 0.34008048 0.40007388] [ 0.38708782 0.35604731 0.46464457 0.75212635 0.35673634] [ 0.47103407 0.48942605 0.52808988 0.50157972 0.60618557] [ 0.39016992 0.56474071 0.46769225 0.53300433 0.6543131 ] [ 0.26632685 0.39979025 0.54320793 0.76151433 0.44265451] [ 0.65672241 0.38727719 0.58057835 0.37737014 0.37291046] [ 0.08829651 0.55521325 0.48740864 0.89887561 0.62048991] [ 0.3570102 0.43078522 0.45707202 0.5402385 0.4039512 ] [ 0.26324244 0.62804197 0.52152799 0.85884241 0.56757197] [ 0.6025937 0.41157359 0.32185226 0.63309508 0.35759905] [ 0.5106403 0.47572977 0.55700236 0.44715654 0.64497643] [ 0.34542314 0.42659669 0.41391983 0.72015885 0.51144062] [ 0.38837122 0.60204066 0.31376542 0.73716049 0.3484134 ] [ 0.18799414 0.57699716 0.37046109 0.84518443 0.57589099] [ 0.16423658 0.63622235 0.47621045 0.8626041 0.63455997] [ 0.15765392 0.43444242 0.51152117 0.85909496 0.58525664] [ 0.59950052 0.42293867 0.50609035 0.62199712 0.5253929 ] [ 0.31643527 0.43822093 0.45566949 0.67969096 0.41129456] [ 0.72280848 0.46920643 0.47096412 0.37064871 0.25043545] [ 0.28645093 0.47924801 0.41591777 0.58562512 0.67732794] [ 0.31814667 0.55554084 0.37552894 0.75443816 0.44569569] [ 0.53464436 0.66192434 0.49111515 0.73285829 0.40358981] [ 0.39006171 0.55927463 0.5592149 0.61151933 0.29427984] [ 0.35784311 0.4953825 0.59021354 0.75260959 0.51739053] [ 0.69199596 0.40318824 0.34395161 0.36338921 0.49407023] [ 0.31590614 0.60625683 0.46445505 0.73546785 0.44873576] [ 0.21506115 0.60617153 0.39153886 0.64945791 0.45407087] [ 0.20998221 0.6850051 0.3316852 0.80962285 0.46431467] [ 0.70473443 0.38260821 0.54936541 0.36822178 0.4179929 ] [ 0.64112926 0.31602961 0.46875461 0.48425085 0.50866224] [ 0.36668853 0.62085292 0.48163611 0.6661318 0.31987761] [ 0.71032403 0.40317873 0.56301917 0.31052657 0.5097985 ] [ 0.5678746 0.52783407 0.6576637 0.42299816 0.51411903] [ 0.40547485 0.45635297 0.5232883 0.72029937 0.46873981] [ 0.21125255 0.59512629 0.4114653 0.84934743 0.596476 ] [ 0.61253667 0.43781538 0.51533178 0.34594263 0.39342886] [ 0.12891508 0.61092555 0.46288627 0.92066062 0.52459553] [ 0.48977689 0.38486881 0.42580969 0.42867215 0.3870446 ] [ 0.2221022 0.64176624 0.49712599 0.76341417 0.50349506] [ 0.48689504 0.46275455 0.52635179 0.28497309 0.59228329] [ 0.68965491 0.50691286 0.53921725 0.40174562 0.46034999] [ 0.27369708 0.48029852 0.47622573 0.87102805 0.439354 ] [ 0.50815154 0.30313434 0.5196028 0.57822366 0.41248309] [ 0.4551695 0.51049499 0.37601984 0.50995 0.48347588] [ 0.60011826 0.43238973 0.579617 0.33138048 0.5107201 ] [ 0.18703732 0.54547647 0.40059479 0.86070191 0.50463767] [ 0.58635677 0.54328251 0.57793486 0.57557656 0.32751716] [ 0.18229907 0.45798169 0.52894696 0.80754257 0.50757002] [ 0.69767448 0.55059782 0.56072045 0.42420887 0.43317879] [ 0.41509484 0.51145806 0.333472 0.62182826 0.40687149] [ 0.46798604 0.60201964 0.41384465 0.79902621 0.37443225] [ 0.69421226 0.52800651 0.49704389 0.60218847 0.35403457] [ 0.63219458 0.44166084 0.54005815 0.40089209 0.44924184] [ 0.38473255 0.43311137 0.46240389 0.54100833 0.46028052] [ 0.33426081 0.60245375 0.44264884 0.69096328 0.39243582] [ 0.90295269 0.39570046 0.60991079 0.13878593 0.2956334 ] [ 0.82514523 0.41577289 0.51199345 0.27883062 0.38217485] [ 0.43912014 0.47355599 0.45314429 0.76742344 0.43535924] [ 0.19878414 0.60984361 0.40271049 0.89624179 0.50093099] [ 0.72483616 0.32214533 0.57151925 0.34762638 0.4389089 ] [ 0.35970729 0.5114868 0.62819152 0.53983912 0.54196482] [ 0.69754418 0.34833835 0.50155455 0.38387104 0.49137089] [ 0.57857924 0.40186637 0.56196798 0.42867136 0.61374415] [ 0.49919128 0.38142856 0.4674702 0.67592697 0.35666736] [ 0.70300561 0.43500717 0.44370017 0.2870174 0.41452706] [ 0.32740232 0.46483927 0.52185587 0.73063183 0.34197297] [ 0.63685322 0.55866881 0.57697188 0.39248809 0.39032011] [ 0.15453894 0.56465495 0.49593446 0.84764882 0.52180663] [ 0.75991977 0.53060488 0.42003036 0.47042759 0.29240861] [ 0.25191559 0.49755952 0.54803916 0.66837599 0.64042741] [ 0.70275068 0.34491989 0.58726238 0.31839167 0.33378085] [ 0.39985078 0.42430619 0.52089215 0.61352582 0.43312421] [ 0.62141582 0.40330254 0.44033758 0.69853854 0.28035813] [ 0.19211997 0.56053131 0.49612935 0.80399608 0.48687843] [ 0.2114998 0.54529925 0.47885719 0.81986906 0.38399552] [ 0.56824167 0.6022546 0.42209178 0.60112643 0.26049145] [ 0.15786478 0.51718793 0.60700008 0.76307391 0.61605709] [ 0.23793222 0.56991822 0.49160074 0.89814463 0.52908267] [ 0.58965771 0.4361593 0.58196632 0.45187343 0.60250306] [ 0.61891468 0.57733654 0.39533132 0.65083177 0.52088984] [ 0.62666684 0.48844639 0.47611634 0.4481617 0.42289796] [ 0.49797086 0.53128944 0.38110568 0.6369444 0.5119928 ] [ 0.57068785 0.60036582 0.42060641 0.63432835 0.42145675] [ 0.70737114 0.39616649 0.54844557 0.34923456 0.35094279] [ 0.10933862 0.53076253 0.52328482 0.85168911 0.63441045] [ 0.342008 0.59777194 0.41086506 0.59115187 0.42833421] [ 0.37019123 0.43328679 0.51890868 0.65428499 0.53049999] [ 0.51134022 0.53212932 0.42894295 0.44739291 0.50776843] [ 0.6892099 0.41982006 0.40429197 0.25663688 0.41628886] [ 0.78603721 0.35899165 0.61406495 0.23293184 0.507241 ] [ 0.4142116 0.6220506 0.48817613 0.64927542 0.43268418] [ 0.79051703 0.34037985 0.61320957 0.2616088 0.43903221] [ 0.39330816 0.48679316 0.50327648 0.39367911 0.60881462] [ 0.52006959 0.57343038 0.56287955 0.49757885 0.36332641] [ 0.51479495 0.65826787 0.4405252 0.59725787 0.50245926] [ 0.85378086 0.29589841 0.58755786 0.10696533 0.34426125] [ 0.43703238 0.48062155 0.51243886 0.3616867 0.55217226] [ 0.62918653 0.58084419 0.59577445 0.45689978 0.47599149] [ 0.89216241 0.38172268 0.52286164 0.28536245 0.39426134] [ 0.82400768 0.42396714 0.5795316 0.23978329 0.39725824] [ 0.79152691 0.36768511 0.41310143 0.22621095 0.28819385] [ 0.83018134 0.30691314 0.50843331 0.15228199 0.33998 ] [ 0.30823411 0.48546604 0.58098127 0.68561967 0.63826007] [ 0.70359871 0.66356376 0.48425473 0.4111418 0.48759762] [ 0.48353794 0.53954255 0.38123407 0.63059813 0.46988395] [ 0.2197571 0.53402298 0.47963015 0.90427889 0.55758752] [ 0.44397614 0.5456928 0.56830406 0.48077618 0.56589847] [ 0.71670155 0.36281442 0.57403343 0.23891242 0.36546913] [ 0.68286501 0.49199857 0.48286986 0.24118555 0.52127825] [ 0.21706954 0.48611883 0.53234763 0.9173141 0.5528355 ] [ 0.4725015 0.46383518 0.49927254 0.68169294 0.34769 ] [ 0.20055731 0.53867628 0.49827751 0.8829175 0.5801217 ] Progress: 15.8% ... Training loss: 0.678 ... Validation loss: 1.210[ 0.52429408 0.56201114 0.62500146 0.45342649 0.47696875] [ 0.40363292 0.44776597 0.46352475 0.84342142 0.35632674] [ 0.76286157 0.47146329 0.42959414 0.44874484 0.44631602] [ 0.37286407 0.5052549 0.52625309 0.67408144 0.30637701] [ 0.3817917 0.51305934 0.48917529 0.73952609 0.53769579] [ 0.28258406 0.51227209 0.55784126 0.67538964 0.6137777 ] [ 0.52249989 0.47826126 0.68271066 0.69259497 0.45127603] [ 0.46114795 0.40129994 0.55332219 0.70730968 0.40935422] [ 0.4264593 0.56599954 0.50489927 0.75484273 0.34884569] [ 0.88537767 0.2787509 0.49157174 0.15774298 0.42961452] [ 0.54786851 0.45665973 0.5605644 0.7365104 0.42618163] [ 0.21125648 0.59504795 0.41150531 0.84931925 0.59644804] [ 0.29652991 0.41688973 0.44646209 0.75860505 0.38418092] [ 0.56559373 0.47603063 0.51364085 0.46963902 0.52271821] [ 0.16277956 0.56036777 0.48070364 0.78535046 0.56623614] [ 0.22929081 0.63291736 0.41729132 0.75731164 0.40093916] [ 0.48357809 0.5126285 0.51821376 0.63148063 0.57210863] [ 0.84059637 0.41308881 0.52407978 0.1891044 0.36433576] [ 0.32879471 0.5073074 0.47855239 0.71219392 0.59719296] [ 0.11497945 0.43860707 0.43039304 0.88523212 0.56926477] [ 0.17928337 0.51423201 0.41873539 0.76858166 0.54980543] [ 0.6231781 0.3712922 0.5785575 0.68817794 0.42319797] [ 0.58870925 0.3374987 0.34706943 0.4704667 0.39347567] [ 0.42086907 0.56008055 0.49027227 0.57876966 0.53793115] [ 0.23350957 0.4177317 0.58608794 0.71788462 0.53870258] [ 0.12765533 0.57293927 0.40030281 0.85879447 0.43919682] [ 0.35483182 0.37876684 0.4247242 0.7980348 0.3945935 ] [ 0.61637617 0.50424514 0.48080034 0.41506179 0.48914692] [ 0.41389567 0.43122796 0.62348267 0.65852891 0.41646482] [ 0.52041372 0.55661857 0.37960751 0.67375226 0.33540918] [ 0.18184521 0.65696118 0.4228774 0.81058125 0.41907087] [ 0.2406047 0.47997197 0.44168195 0.5838026 0.75712805] [ 0.57280293 0.46480228 0.63913602 0.56253652 0.42408089] [ 0.43816848 0.62474781 0.54930139 0.58883952 0.44085331] [ 0.6121669 0.508726 0.50988708 0.41138728 0.4319539 ] [ 0.39939742 0.52777913 0.29329082 0.72138633 0.49296265] [ 0.58417073 0.46523269 0.4572089 0.37170465 0.40258129] [ 0.15437401 0.70736823 0.30383868 0.86977249 0.41597221] [ 0.57338964 0.49517833 0.4767202 0.49867226 0.36305552] [ 0.68404311 0.56951556 0.37933132 0.62047141 0.38484768] [ 0.50757839 0.48929661 0.66867483 0.51596399 0.49489833] [ 0.66865051 0.34659225 0.47436555 0.20987092 0.50787966] [ 0.53486341 0.55554742 0.45557378 0.54043244 0.38367479] [ 0.30005006 0.57583861 0.59004465 0.66063083 0.50826388] [ 0.23423168 0.47555724 0.46367643 0.57538864 0.54721444] [ 0.27179495 0.55601835 0.38579948 0.72537207 0.41639028] [ 0.47582676 0.57394185 0.5893682 0.58717335 0.4533151 ] [ 0.58169626 0.58247207 0.53560123 0.39763859 0.52441595] [ 0.25672657 0.54022331 0.51642549 0.76314223 0.45592097] [ 0.81499888 0.43286555 0.62938418 0.28618228 0.35915718] [ 0.53823252 0.51111345 0.46837658 0.59099378 0.42214996] [ 0.34626849 0.49065659 0.56833432 0.50872273 0.65173906] [ 0.81896531 0.46597751 0.46235952 0.44096715 0.39221104] [ 0.42426816 0.46782738 0.51061543 0.56112047 0.38656147] [ 0.32022506 0.62859499 0.44595072 0.74218235 0.50810876] [ 0.31876476 0.48735865 0.54218102 0.64156874 0.49910629] [ 0.31762387 0.57024371 0.38925343 0.80672358 0.51024876] [ 0.08080193 0.59252521 0.4857802 0.90096805 0.64363794] [ 0.28705948 0.74955251 0.41259292 0.71634857 0.50037682] [ 0.73932634 0.49147728 0.53871395 0.19603561 0.42306766] [ 0.39788847 0.41291374 0.38357797 0.71457393 0.3334699 ] [ 0.28408297 0.44466917 0.44705445 0.68752394 0.42167458] [ 0.50797243 0.46821327 0.59398252 0.44601755 0.40516865] [ 0.20971685 0.53431728 0.57300503 0.69277457 0.61972165] [ 0.40800444 0.63557419 0.64460657 0.55292494 0.5085022 ] [ 0.25136382 0.49613444 0.49458073 0.79348042 0.46176444] [ 0.66160459 0.49436611 0.59321548 0.49807554 0.44262481] [ 0.26384621 0.4406878 0.52841094 0.71543037 0.71707369] [ 0.55470186 0.60953115 0.56569405 0.65109126 0.43113523] [ 0.50148886 0.59421129 0.52314485 0.7648374 0.45077545] [ 0.36123486 0.60726892 0.34972314 0.55561924 0.47497559] [ 0.31006251 0.50911797 0.53747886 0.79390636 0.47412951] [ 0.56955307 0.41838844 0.45903018 0.63902816 0.31554184] [ 0.21337106 0.59707931 0.49262485 0.82704328 0.5992606 ] [ 0.68117906 0.5214083 0.55864372 0.46164877 0.45564343] [ 0.61181208 0.51609592 0.5211095 0.42699959 0.4327771 ] [ 0.83657278 0.35595844 0.53583606 0.23133133 0.47411536] [ 0.28118002 0.54932438 0.37715006 0.81977953 0.3958912 ] [ 0.90105845 0.37376535 0.51937429 0.13718603 0.30201191] [ 0.73415181 0.32894535 0.64528796 0.2603896 0.40873367] [ 0.82908786 0.44657402 0.46317066 0.24197024 0.4113329 ] [ 0.6198234 0.44591014 0.48568947 0.56674167 0.25442877] [ 0.29408192 0.64897987 0.44734484 0.71587949 0.54639176] [ 0.38689176 0.46378942 0.54063447 0.734293 0.42058789] [ 0.45291197 0.55532558 0.30895522 0.69828446 0.51384037] [ 0.50593818 0.662067 0.48408767 0.61089105 0.36496982] [ 0.32881396 0.58705543 0.51764698 0.65435518 0.54664786] [ 0.79488273 0.46349127 0.56020832 0.18754196 0.52513628] [ 0.76130496 0.37984598 0.47794635 0.27253943 0.34720739] [ 0.31434344 0.45164619 0.6113163 0.72650214 0.5195055 ] [ 0.27784458 0.71315052 0.30858508 0.74379244 0.43904313] [ 0.3122026 0.63876355 0.35727097 0.811788 0.35868716] [ 0.49497082 0.42826966 0.59098079 0.66805064 0.46520647] [ 0.6895421 0.48304256 0.66269595 0.24673331 0.51936969] [ 0.73694804 0.30674389 0.63139443 0.25274803 0.39426885] [ 0.79089668 0.34834311 0.63995883 0.19027718 0.37289726] [ 0.09491085 0.53336496 0.55268494 0.86960272 0.6494243 ] [ 0.23008822 0.40107151 0.44190583 0.7443703 0.49530155] [ 0.7170448 0.4540379 0.40094218 0.51796434 0.49720163] [ 0.41229601 0.5770521 0.42378072 0.63823137 0.44644786] [ 0.53446054 0.44491834 0.38880164 0.55672801 0.45894341] [ 0.61758206 0.45680322 0.46830408 0.3724439 0.43403107] [ 0.64914665 0.44714101 0.5304273 0.26147657 0.58462095] [ 0.11717989 0.5534078 0.56121181 0.86790539 0.56046023] [ 0.59410281 0.48522524 0.40369169 0.4161869 0.50475257] [ 0.73173933 0.43633519 0.4530797 0.52839136 0.53775687] [ 0.48835071 0.40807892 0.51339247 0.74054751 0.32469093] [ 0.19481107 0.64417229 0.49259202 0.81531543 0.65444314] [ 0.58993287 0.42877229 0.62224639 0.52810524 0.35261601] [ 0.29711701 0.49363959 0.53430925 0.7952415 0.38589232] [ 0.69563635 0.39553821 0.54972636 0.34774638 0.41746676] [ 0.51815526 0.39553796 0.48188791 0.6749534 0.5295754 ] [ 0.71759235 0.53014293 0.43164983 0.24219593 0.3324664 ] [ 0.52108682 0.48164954 0.40243493 0.68222617 0.29207062] [ 0.39763294 0.4053565 0.37473026 0.63167036 0.39980714] [ 0.84189573 0.24971842 0.56171531 0.1014592 0.39234332] [ 0.63197748 0.40406276 0.39286597 0.39468349 0.36851747] [ 0.47108642 0.48938832 0.52810828 0.50153928 0.60617251] [ 0.59942953 0.33523071 0.60101221 0.52825248 0.34288125] [ 0.76559995 0.3352669 0.47030638 0.33158245 0.49971746] [ 0.52836683 0.47774921 0.55106222 0.45418784 0.44966882] [ 0.53646138 0.57427012 0.53931131 0.51665852 0.37451112] [ 0.58438642 0.49720629 0.46224361 0.46997196 0.43920748] [ 0.16809413 0.74249556 0.38630999 0.84405666 0.47890628] [ 0.37754693 0.57442503 0.51560587 0.69385779 0.4074574 ] [ 0.16924857 0.63725491 0.47339386 0.85620282 0.63478495] [ 0.71202658 0.42645199 0.41824982 0.48215226 0.48096587] [ 0.2902994 0.40091099 0.49010591 0.79699543 0.45265041] Progress: 15.8% ... Training loss: 0.678 ... Validation loss: 1.212[ 0.86255374 0.44022319 0.43423858 0.14486701 0.23932636] [ 0.26040488 0.43631602 0.34013777 0.82818146 0.53756861] [ 0.46155002 0.41375768 0.52054356 0.49948924 0.4645361 ] [ 0.49423226 0.4112547 0.41744018 0.68683235 0.31670625] [ 0.5244418 0.38018103 0.57913967 0.46659281 0.43778431] [ 0.48027222 0.35184941 0.45570083 0.65895756 0.40356841] [ 0.2529384 0.48621935 0.45949752 0.70417174 0.38971127] [ 0.62282515 0.26372134 0.55148499 0.34161411 0.47240738] [ 0.44284983 0.54368241 0.44135718 0.68563564 0.44365372] [ 0.84761374 0.36913875 0.65926381 0.18918849 0.39428357] [ 0.4897585 0.642023 0.35513253 0.69088142 0.36921473] [ 0.72215994 0.53601758 0.33745907 0.25850371 0.28802746] [ 0.15395194 0.52607152 0.53645554 0.87366842 0.61545707] [ 0.39936171 0.58551494 0.43795567 0.62319745 0.52216356] [ 0.57877614 0.47727989 0.42132154 0.55988252 0.5587964 ] [ 0.21067667 0.58765681 0.28958646 0.80465063 0.40544399] [ 0.4289971 0.61009158 0.46438154 0.72296933 0.43424828] [ 0.32207192 0.5662418 0.45065602 0.83313584 0.50679752] [ 0.55955668 0.47343471 0.53556593 0.62571125 0.34969661] [ 0.63371864 0.32107091 0.58999613 0.3985742 0.2877469 ] [ 0.61614672 0.44988726 0.51370654 0.36623256 0.41759549] [ 0.34701706 0.42179137 0.69487393 0.72805916 0.51111513] [ 0.87215576 0.45341704 0.53794391 0.29125536 0.38279096] [ 0.47497579 0.53466108 0.51849282 0.47291835 0.42362015] [ 0.22539231 0.42867809 0.4063277 0.49875841 0.71895824] [ 0.53359705 0.44709951 0.47924768 0.76050503 0.31518923] [ 0.60149106 0.49560206 0.48751423 0.53556764 0.47755456] [ 0.49149654 0.42678372 0.42489181 0.82257437 0.41542902] [ 0.15880683 0.57639782 0.53344495 0.91088228 0.63427273] [ 0.17024048 0.59669862 0.52036066 0.87322367 0.63266675] [ 0.70218658 0.35102069 0.41670085 0.30511631 0.38014412] [ 0.72993799 0.3715864 0.46997933 0.3986335 0.46682109] [ 0.81081008 0.4011314 0.45496503 0.22189156 0.30581738] [ 0.82803104 0.39517421 0.51537824 0.23203682 0.39644383] [ 0.78493398 0.45575157 0.58039249 0.35627192 0.34863822] [ 0.57385766 0.33752764 0.52291631 0.64837575 0.31445188] [ 0.85625432 0.53418282 0.44101893 0.31761757 0.3133458 ] [ 0.22291532 0.5200189 0.33207087 0.84119729 0.48081972] [ 0.83079174 0.41526216 0.40402955 0.16896046 0.33710059] [ 0.2777995 0.40233041 0.52985886 0.82310244 0.426723 ] [ 0.50505985 0.61155996 0.52019126 0.58750905 0.35772236] [ 0.68236823 0.50631202 0.56244297 0.51831904 0.44398908] [ 0.43772181 0.59372939 0.45482837 0.63111188 0.65475019] [ 0.12548483 0.60564204 0.44259178 0.92529854 0.61479424] [ 0.11966912 0.5196778 0.41860057 0.87087152 0.63546214] [ 0.63548614 0.41111038 0.62646989 0.30489246 0.61658269] [ 0.48656414 0.45827509 0.62693181 0.66425668 0.31907905] [ 0.29550733 0.70554186 0.39506329 0.83098218 0.48181197] [ 0.72712331 0.56558988 0.50103373 0.37344183 0.42295916] [ 0.58471492 0.57607587 0.47275916 0.33101451 0.48582166] [ 0.76721624 0.36806779 0.64230784 0.23337857 0.50626384] [ 0.68046497 0.48235639 0.62897746 0.33805702 0.43863671] [ 0.74003592 0.45590124 0.61629731 0.39056585 0.46142713] [ 0.63052975 0.4868321 0.46891058 0.4746472 0.37948806] [ 0.66692197 0.57894772 0.54065543 0.55100721 0.43253372] [ 0.48793442 0.49911154 0.54988598 0.442727 0.43562435] [ 0.53206532 0.57253029 0.60365453 0.67911804 0.44452233] [ 0.27498441 0.655582 0.50895849 0.74538957 0.37626868] [ 0.55478975 0.56552334 0.51274877 0.54801003 0.29036727] [ 0.19980167 0.66959185 0.34378088 0.84249739 0.59767363] [ 0.84186183 0.4535587 0.45192106 0.24180883 0.42067879] [ 0.60602053 0.58635565 0.49462357 0.59381916 0.41699308] [ 0.81895874 0.47717913 0.46309258 0.17475701 0.30971516] [ 0.48429192 0.42198215 0.43213692 0.74833236 0.38499042] [ 0.41073283 0.60911765 0.46947858 0.70438246 0.57164043] [ 0.2833666 0.63052864 0.45382475 0.82817782 0.58928604] [ 0.66754501 0.50223524 0.39315801 0.24050501 0.34238593] [ 0.71509724 0.3745612 0.60186027 0.3803467 0.39382735] [ 0.30569323 0.37941246 0.58255356 0.44728107 0.70750445] [ 0.20441669 0.53877428 0.41580474 0.62503624 0.41560108] [ 0.60842823 0.48859022 0.42339421 0.44851221 0.36178534] [ 0.13187908 0.60570332 0.34238779 0.89598181 0.45799847] [ 0.49934605 0.49276863 0.50759852 0.75792608 0.43603848] [ 0.67691074 0.49124988 0.60574738 0.44256985 0.48817938] [ 0.31527949 0.53123475 0.39762433 0.6693573 0.4425574 ] [ 0.6439344 0.35024991 0.38502172 0.34867443 0.34340082] [ 0.76358081 0.41093983 0.46118891 0.34074102 0.35423425] [ 0.40496308 0.36125499 0.46043786 0.71274548 0.42549323] [ 0.31463121 0.54793022 0.4019995 0.74351119 0.49301322] [ 0.30637948 0.38601318 0.52692412 0.76731466 0.69394387] [ 0.37468195 0.64120621 0.33161378 0.61821003 0.44759718] [ 0.76716466 0.51782612 0.58043576 0.39288408 0.42100134] [ 0.31326687 0.50256473 0.54313406 0.7845187 0.46998029] [ 0.260981 0.68549895 0.39885522 0.81188486 0.43760865] [ 0.26512399 0.59129827 0.44210069 0.52795709 0.44375301] [ 0.09172076 0.49912997 0.59237754 0.92215028 0.68297568] [ 0.72867204 0.38133383 0.51340736 0.44337668 0.39846754] [ 0.34096296 0.58980116 0.48184615 0.63436862 0.410804 ] [ 0.65185655 0.55744759 0.50633572 0.46401011 0.31934059] [ 0.52044782 0.47089216 0.57990504 0.3941086 0.64349968] [ 0.50367332 0.39610406 0.36574584 0.47945329 0.35786066] [ 0.48341845 0.49971781 0.52576799 0.36564152 0.4668596 ] [ 0.63550613 0.40532341 0.50162938 0.41809649 0.45449178] [ 0.63104735 0.41470586 0.60665212 0.29329242 0.48584293] [ 0.53005736 0.4653291 0.52850726 0.412574 0.60229749] [ 0.62252241 0.38235762 0.65299817 0.52107336 0.46855053] [ 0.51800499 0.4296398 0.52443732 0.58065773 0.60275093] [ 0.13342961 0.69434485 0.43186527 0.94227918 0.62147331] [ 0.27823703 0.59789509 0.51377955 0.82399961 0.43714125] [ 0.17833669 0.52745781 0.59958265 0.79029283 0.50298672] [ 0.18844544 0.49750388 0.44912199 0.75449893 0.48100359] [ 0.50039909 0.45102751 0.47905811 0.68657693 0.39216599] [ 0.28608101 0.52187092 0.6176315 0.78182502 0.56902134] [ 0.36426313 0.55225282 0.43074025 0.60910157 0.51201863] [ 0.58080742 0.42748733 0.38799575 0.44804886 0.38967816] [ 0.70208067 0.45793432 0.51004764 0.5320372 0.49250295] [ 0.40447481 0.65858347 0.49702312 0.76128841 0.55458377] [ 0.57550789 0.59140424 0.36944729 0.53029997 0.54008052] [ 0.51878589 0.42609705 0.53450346 0.67247787 0.33232372] [ 0.41969093 0.58664566 0.66212475 0.53572467 0.46556172] [ 0.695382 0.51833104 0.55327814 0.40907651 0.42354051] [ 0.71125718 0.57418031 0.39188372 0.61136954 0.34807449] [ 0.25645372 0.53347651 0.52832057 0.85162139 0.45661608] [ 0.70418299 0.44397784 0.5479376 0.31128412 0.33789059] [ 0.71854754 0.39946339 0.51581454 0.39608631 0.33160934] [ 0.79719131 0.39622615 0.42491922 0.47671621 0.389904 ] [ 0.54563509 0.56306772 0.35008023 0.62574542 0.28198795] [ 0.35427614 0.55308809 0.39239398 0.67517246 0.49983431] [ 0.29316181 0.48792744 0.62086563 0.722263 0.55259342] [ 0.14684418 0.46319437 0.4962962 0.8487955 0.50180441] [ 0.79090684 0.3747429 0.62726303 0.20274236 0.40490171] [ 0.63451374 0.46768594 0.52309713 0.29512771 0.28108092] [ 0.68807861 0.48097427 0.46825274 0.46197428 0.42759983] [ 0.78760504 0.32011093 0.50550201 0.3999682 0.34763968] [ 0.69288226 0.44657193 0.48587169 0.36666803 0.47319238] [ 0.73304346 0.42920326 0.52761338 0.25487013 0.382176 ] [ 0.29468705 0.62591085 0.29750052 0.80456356 0.42372231] [ 0.55247379 0.66425798 0.57947096 0.47813516 0.49831184] Progress: 15.9% ... Training loss: 0.678 ... Validation loss: 1.216[ 0.49789186 0.44599309 0.53427844 0.43230996 0.28237941] [ 0.30105356 0.52495675 0.30503306 0.86910535 0.40543639] [ 0.36874961 0.63695051 0.33898855 0.6839097 0.47868285] [ 0.54707276 0.52785699 0.47648767 0.32267901 0.32639377] [ 0.52039863 0.36662151 0.6085216 0.59206172 0.4601962 ] [ 0.64028389 0.54349962 0.69762941 0.34907706 0.43149126] [ 0.69537 0.45457389 0.60519499 0.41712435 0.42321808] [ 0.60965122 0.41134413 0.63495025 0.40815977 0.34859948] [ 0.78134718 0.42248282 0.59822733 0.31784145 0.41873257] [ 0.76030438 0.44000708 0.47253571 0.17282756 0.33779245] [ 0.81527207 0.41606921 0.56939802 0.22814021 0.43418451] [ 0.22041429 0.5127166 0.47470609 0.82475768 0.50265363] [ 0.43522602 0.57761097 0.57487453 0.76964489 0.50696097] [ 0.36930743 0.53511383 0.55474533 0.8173894 0.50494218] [ 0.18751043 0.52429538 0.4938242 0.80841892 0.48223465] [ 0.44021447 0.52142233 0.39106643 0.6989939 0.27441392] [ 0.54484089 0.44243599 0.499034 0.41756435 0.38009754] [ 0.85233901 0.4665266 0.47154748 0.34794786 0.41421391] [ 0.64674166 0.44078046 0.41485342 0.59581816 0.42889089] [ 0.60472421 0.38468924 0.54243217 0.35766486 0.30963692] [ 0.27027461 0.44308549 0.37086345 0.75587608 0.60397685] [ 0.278594 0.41798581 0.61378721 0.7169182 0.52249552] [ 0.28817381 0.57597389 0.30151027 0.64075888 0.44539409] [ 0.51343458 0.58453941 0.41708984 0.51551952 0.52266441] [ 0.31471315 0.39481776 0.43891121 0.75908063 0.40582909] [ 0.3370334 0.52732086 0.52936388 0.7791151 0.43973258] [ 0.25393548 0.58440739 0.3490537 0.69143446 0.50773777] [ 0.32252494 0.44576867 0.59053893 0.79258545 0.49771145] [ 0.32594336 0.63051256 0.56984289 0.6200591 0.53596991] [ 0.72247488 0.52044312 0.41160224 0.35738888 0.30236592] [ 0.2908206 0.40072745 0.49017141 0.79685395 0.45258553] [ 0.48982454 0.57749066 0.50223754 0.53963213 0.40021228] [ 0.32490056 0.62395002 0.45628953 0.76306188 0.39531884] [ 0.5985638 0.45493921 0.5176799 0.46115212 0.44061043] [ 0.44195251 0.54765691 0.38795846 0.51410814 0.40993657] [ 0.28552012 0.67996347 0.34320201 0.77158818 0.5560172 ] [ 0.34065347 0.58990887 0.48180008 0.63461131 0.41084169] [ 0.53134083 0.54798462 0.44817263 0.60218319 0.52848505] [ 0.56207012 0.60064546 0.35854279 0.53631984 0.34690383] [ 0.60617345 0.57556617 0.49389934 0.56263677 0.44306507] [ 0.29543044 0.4219902 0.54139547 0.84294941 0.43400657] [ 0.75964356 0.52588292 0.49682051 0.45490628 0.46636866] [ 0.12445532 0.57039092 0.47904479 0.941756 0.60183106] [ 0.60618196 0.64670604 0.39205903 0.63252419 0.47102111] [ 0.64884819 0.5216495 0.43149997 0.57313213 0.33920704] [ 0.66335755 0.53130196 0.53745462 0.4463959 0.41988569] [ 0.26541917 0.67315953 0.39789985 0.89855028 0.49639856] [ 0.4054836 0.508006 0.47037669 0.61321318 0.358171 ] [ 0.69497993 0.39920915 0.55474713 0.25033756 0.40987067] [ 0.25983022 0.58453501 0.42100415 0.73315287 0.50267032] [ 0.84464244 0.29966984 0.43487987 0.2135343 0.33603441] [ 0.87232991 0.40868609 0.53812284 0.24048647 0.28993087] [ 0.2237791 0.58701725 0.55781561 0.78355096 0.4885669 ] [ 0.58710208 0.43832571 0.53903321 0.29576922 0.38597153] [ 0.46830671 0.60186436 0.41391979 0.79887434 0.37437229] [ 0.64985601 0.44039195 0.33846826 0.46567848 0.37024078] [ 0.19799311 0.73319566 0.40656455 0.78401845 0.57158084] [ 0.8008841 0.30828227 0.58307774 0.18633734 0.50789867] [ 0.46738381 0.39849033 0.61669583 0.62042515 0.58928362] [ 0.63739061 0.47725248 0.45512823 0.41783653 0.42852256] [ 0.77332781 0.38182879 0.58404247 0.41092479 0.42696384] [ 0.84181816 0.52351043 0.47731768 0.27611763 0.34916501] [ 0.80245706 0.40973323 0.35241523 0.32124786 0.29738803] [ 0.71040965 0.53679016 0.48152695 0.45206938 0.38556493] [ 0.10667685 0.61888564 0.4501854 0.90844791 0.51110013] [ 0.81172744 0.29883389 0.58635297 0.23880257 0.35239974] [ 0.4292629 0.59147543 0.55394326 0.47271573 0.36457991] [ 0.77762223 0.57864655 0.49732495 0.36329654 0.46321991] [ 0.85340585 0.35379389 0.53190457 0.16508122 0.29677563] [ 0.38363057 0.57688297 0.4089145 0.77089438 0.33735084] [ 0.69288256 0.44687294 0.47111682 0.37149454 0.44282263] [ 0.20387278 0.56921285 0.48273433 0.8838424 0.56014791] [ 0.32807176 0.6299711 0.43048129 0.67549891 0.48390746] [ 0.38712433 0.4926561 0.46312386 0.76252847 0.29955621] [ 0.48983683 0.43086618 0.46295819 0.65747949 0.27655212] [ 0.54522601 0.38046347 0.5682831 0.55504733 0.39748392] [ 0.86309657 0.34659478 0.51665447 0.15649486 0.35579225] [ 0.28306163 0.57737487 0.37814274 0.76002797 0.59162249] [ 0.76530177 0.47453899 0.49009862 0.42870368 0.41493841] [ 0.61112944 0.49962268 0.51370403 0.78861258 0.38768924] [ 0.39444604 0.62433584 0.55693222 0.61014594 0.6293432 ] [ 0.8298463 0.49168946 0.507903 0.43116979 0.25303527] [ 0.23632205 0.68774271 0.26216328 0.86690374 0.5040504 ] [ 0.78012653 0.30327262 0.5285684 0.26104521 0.32125638] [ 0.57337463 0.59358378 0.38942443 0.49119583 0.40267536] [ 0.59535226 0.51561711 0.55626718 0.45647663 0.40361538] [ 0.23202033 0.55431045 0.51141178 0.86345207 0.47111593] [ 0.37296639 0.34980969 0.52894308 0.79030738 0.3588457 ] [ 0.87643924 0.39750265 0.55947294 0.33542542 0.25752883] [ 0.55108175 0.50554983 0.52786988 0.59800437 0.35246173] [ 0.261677 0.68527973 0.26183464 0.84658834 0.53679066] [ 0.44258467 0.47591091 0.39429709 0.60387211 0.4893896 ] [ 0.37297486 0.50528965 0.52623616 0.67412146 0.30638491] [ 0.85924274 0.40988086 0.44293717 0.1567753 0.26615656] [ 0.14965268 0.47157415 0.51056974 0.87001108 0.57754557] [ 0.36262234 0.39749797 0.42982116 0.6006591 0.3879721 ] [ 0.70250747 0.52307701 0.49917347 0.41540488 0.399586 ] [ 0.57262081 0.36447022 0.53617235 0.60794888 0.44932996] [ 0.77825939 0.39405672 0.52433946 0.20595487 0.41913948] [ 0.23793804 0.53837141 0.54809773 0.82273862 0.52131445] [ 0.24861167 0.48118392 0.5496627 0.73642562 0.41588026] [ 0.30142888 0.50989402 0.58512683 0.86373945 0.44767295] [ 0.54331295 0.41055512 0.46238095 0.36006431 0.56206671] [ 0.4811193 0.55491671 0.42181251 0.4801358 0.38646442] [ 0.08874969 0.52364882 0.36686493 0.94350544 0.44597457] [ 0.3099781 0.55027176 0.49118412 0.78512243 0.45708056] [ 0.7941381 0.44575997 0.52940998 0.38827572 0.35883116] [ 0.16789339 0.51612929 0.55990018 0.8501047 0.57260459] [ 0.57609683 0.44981833 0.60203656 0.47078208 0.37295711] [ 0.44975174 0.6794152 0.55011846 0.64285764 0.57659474] [ 0.20339949 0.65163326 0.41579978 0.68713595 0.50187125] [ 0.71671461 0.4671134 0.39598528 0.34343879 0.34181624] [ 0.70462393 0.4177704 0.49360725 0.27732268 0.4362349 ] [ 0.65157598 0.45154902 0.36926043 0.48668433 0.47374172] [ 0.18587707 0.52347353 0.45603923 0.87201982 0.49721048] [ 0.59833001 0.69633591 0.49911283 0.66735287 0.52109506] [ 0.70364978 0.36664782 0.53800903 0.30497616 0.38273217] [ 0.43864255 0.62462198 0.54934601 0.58868432 0.44079635] [ 0.69060733 0.44733575 0.49556066 0.46455596 0.36629416] [ 0.87555104 0.33364008 0.6988884 0.14498343 0.36370326] [ 0.65707498 0.51354466 0.36599459 0.41086722 0.34277507] [ 0.22731187 0.63947179 0.37818814 0.84302713 0.51729722] [ 0.43920489 0.40231736 0.57187081 0.65123183 0.48444381] [ 0.31183011 0.46624112 0.48021087 0.58343907 0.47874879] [ 0.72215111 0.37626822 0.51461343 0.38324174 0.36372947] [ 0.45129839 0.52356904 0.60486832 0.55053607 0.33226327] [ 0.37005328 0.54319593 0.55246724 0.51822724 0.41000372] [ 0.51397184 0.47222164 0.57786622 0.26541973 0.52971714] Progress: 15.9% ... Training loss: 0.677 ... Validation loss: 1.210[ 0.47571695 0.61436796 0.34720782 0.57716869 0.41767768] [ 0.38776571 0.47808503 0.54577807 0.52545229 0.6424275 ] [ 0.48505604 0.50441373 0.59612255 0.70630846 0.43870974] [ 0.18157608 0.57567195 0.58059511 0.82836013 0.59321101] [ 0.52330036 0.52751784 0.53685449 0.58538706 0.38364581] [ 0.7537315 0.36649449 0.53755656 0.28864976 0.4340649 ] [ 0.66202987 0.37814858 0.53945619 0.43949945 0.54347089] [ 0.25238138 0.67725983 0.53708506 0.66352197 0.67348012] [ 0.34706227 0.42190026 0.69483913 0.72814289 0.51114728] [ 0.44705631 0.4793267 0.46670705 0.79720194 0.40018662] [ 0.48579123 0.59396977 0.52908197 0.59514341 0.43465482] [ 0.3269925 0.49824256 0.52771466 0.70732438 0.56207304] [ 0.30423503 0.57501137 0.50962996 0.6473518 0.62226805] [ 0.38506419 0.52929706 0.51646581 0.5767049 0.41434176] [ 0.80884482 0.37124037 0.46295095 0.23331258 0.2993676 ] [ 0.51147088 0.50839235 0.38583975 0.58548558 0.4406334 ] [ 0.2648498 0.45270369 0.51944092 0.8279509 0.41961741] [ 0.4888061 0.44029357 0.51279614 0.43568611 0.61059574] [ 0.28346751 0.41788662 0.58691179 0.73731677 0.60469623] [ 0.43825354 0.48913216 0.51224175 0.64547517 0.30906769] [ 0.69152909 0.60942606 0.51226988 0.43139145 0.42064199] [ 0.2887967 0.58735255 0.36991615 0.79859072 0.54709887] [ 0.49654505 0.5110399 0.44833455 0.44783838 0.55638112] [ 0.51335634 0.42274297 0.64814898 0.67301384 0.367892 ] [ 0.63914801 0.48199926 0.57160256 0.56887849 0.46439363] [ 0.44531346 0.567529 0.42469036 0.66803584 0.50691832] [ 0.52546675 0.40693345 0.53028735 0.54575593 0.62916905] [ 0.52773288 0.36809808 0.53452263 0.54212979 0.38040725] [ 0.42665992 0.52306341 0.50436571 0.58431987 0.4152926 ] [ 0.69596437 0.29964993 0.54526999 0.17893382 0.37959643] [ 0.61575496 0.41420586 0.51277201 0.4217917 0.51183698] [ 0.6935663 0.58858845 0.49888896 0.58969648 0.40410035] [ 0.45791648 0.63470443 0.39152089 0.68241287 0.48796457] [ 0.71470538 0.59491125 0.29767009 0.66920585 0.36655906] [ 0.51233129 0.59443215 0.50489836 0.50801499 0.40427295] [ 0.50905634 0.49600845 0.59838605 0.62779381 0.40370305] [ 0.10135463 0.69173422 0.43410073 0.94049202 0.57862521] [ 0.11969907 0.59716623 0.47044227 0.80569004 0.62995977] [ 0.70272719 0.3783819 0.52331764 0.20378832 0.41002506] [ 0.8338953 0.45416178 0.47764012 0.16639429 0.41578428] [ 0.81113695 0.34006067 0.55604497 0.20864761 0.32245147] [ 0.56398747 0.52019387 0.48918928 0.459221 0.52087372] [ 0.26891753 0.47038793 0.40581917 0.66553933 0.40511815] [ 0.44178373 0.39758109 0.69687312 0.74125801 0.45155713] [ 0.58852464 0.46090891 0.58382541 0.32564934 0.47920261] [ 0.68859255 0.46644186 0.41452966 0.46768956 0.43187498] [ 0.73940853 0.27647473 0.65763965 0.20537681 0.46906201] [ 0.21230685 0.6533861 0.45059934 0.79305423 0.53204429] [ 0.74393224 0.32522434 0.41398608 0.28151726 0.32563992] [ 0.56354928 0.57445742 0.48225216 0.44852186 0.38327703] [ 0.33652346 0.50131471 0.36533621 0.72643421 0.42594397] [ 0.31506683 0.51289335 0.45392985 0.63382963 0.46312807] [ 0.54048719 0.46491815 0.53762134 0.28895752 0.4370865 ] [ 0.2611634 0.50922153 0.36940302 0.93433218 0.40399328] [ 0.51685364 0.4887685 0.51244318 0.76766172 0.40303772] [ 0.44876437 0.53927707 0.47141422 0.63545187 0.56998388] [ 0.13604606 0.62130249 0.48239933 0.7906769 0.45954016] [ 0.66185916 0.62440284 0.46577406 0.3791878 0.41066446] [ 0.38727182 0.50308511 0.45503598 0.77003637 0.45238944] [ 0.69820041 0.50851504 0.48901873 0.28248962 0.30581432] [ 0.61662153 0.69558447 0.32876079 0.67139486 0.36694743] [ 0.63591625 0.53387945 0.35227839 0.40993845 0.31087365] [ 0.31547762 0.69322144 0.3730966 0.78537201 0.54797667] [ 0.70376954 0.4111334 0.46113239 0.28284633 0.38461542] [ 0.51488558 0.38931315 0.57366744 0.49870974 0.50600179] [ 0.60480748 0.39689778 0.6938412 0.31976103 0.5071201 ] [ 0.33380134 0.42239639 0.54448964 0.63313722 0.43602217] [ 0.66955011 0.31400635 0.55986289 0.20835748 0.48583285] [ 0.61545282 0.63209036 0.36637233 0.53097774 0.41499265] [ 0.45553062 0.5105302 0.37602122 0.50939057 0.48352735] [ 0.48151557 0.53917884 0.46745783 0.67488665 0.37976971] [ 0.18830508 0.59032591 0.38295918 0.9027132 0.61115361] [ 0.18836911 0.63590547 0.39699485 0.78254199 0.53580652] [ 0.46078157 0.5619206 0.4875732 0.59038784 0.39761603] [ 0.32263222 0.52336839 0.59430425 0.76050947 0.53787736] [ 0.75624573 0.31575768 0.70979528 0.30872093 0.43478121] [ 0.22265682 0.57812499 0.48942484 0.85574984 0.40831997] [ 0.35525871 0.53179482 0.65787663 0.73703793 0.58703547] [ 0.55647533 0.54795919 0.58510912 0.54194314 0.4111069 ] [ 0.7936887 0.43219511 0.48459661 0.31381639 0.42823854] [ 0.62678422 0.52822517 0.37943775 0.47401964 0.30438488] [ 0.80104333 0.30813608 0.58313107 0.1862728 0.50783718] [ 0.45740497 0.5549342 0.58391202 0.66239648 0.36755018] [ 0.59622655 0.68082074 0.27717082 0.81443086 0.29860381] [ 0.3593442 0.40709254 0.48336297 0.74246077 0.39800773] [ 0.38070012 0.60294329 0.28553808 0.78908435 0.45550637] [ 0.66811291 0.50208258 0.39321216 0.24015559 0.34233502] [ 0.78845383 0.44638045 0.51779824 0.3186439 0.42975639] [ 0.62769048 0.45210567 0.58966953 0.47416258 0.51719016] [ 0.36139383 0.67413192 0.3206023 0.80985495 0.39506325] [ 0.27445749 0.58483192 0.31347234 0.80864369 0.41970613] [ 0.36603932 0.51339756 0.42803628 0.66542585 0.36520394] [ 0.72411698 0.50551799 0.44568667 0.32818027 0.49572164] [ 0.41305423 0.48167764 0.45682085 0.84643187 0.46497909] [ 0.72271893 0.44571001 0.4751483 0.40840094 0.36163124] [ 0.29886415 0.59472383 0.45983072 0.71288716 0.55269776] [ 0.55583296 0.33166441 0.67366177 0.51224703 0.42367027] [ 0.82111511 0.3608941 0.45886325 0.29263105 0.38783476] [ 0.62105496 0.39296461 0.50773023 0.45305744 0.57912819] [ 0.50533802 0.67436884 0.46084152 0.72639735 0.45139806] [ 0.41362856 0.48139248 0.4270814 0.58774589 0.54287626] [ 0.63226922 0.55811993 0.43935153 0.31517707 0.4049995 ] [ 0.68472774 0.59485526 0.42217224 0.48412997 0.43355115] [ 0.35091754 0.61204211 0.52147685 0.48042725 0.63150763] [ 0.70309507 0.49466485 0.52908234 0.49356915 0.38365262] [ 0.3074381 0.5332485 0.42577846 0.68543766 0.57425402] [ 0.16857949 0.41667946 0.56686641 0.78409561 0.60111319] [ 0.59310763 0.52061554 0.54028876 0.47981496 0.31909858] [ 0.50741387 0.50268703 0.5213112 0.70782772 0.30758229] [ 0.50377068 0.49376591 0.40027203 0.6370361 0.37378193] [ 0.40681208 0.50881712 0.52184937 0.55670037 0.60382915] [ 0.77010826 0.45505766 0.50973464 0.18895194 0.33937261] [ 0.39093768 0.35851312 0.46834105 0.51913146 0.57730257] [ 0.26290182 0.61248537 0.38208939 0.74257326 0.42484324] [ 0.4158907 0.5275538 0.37620233 0.74116072 0.2736377 ] [ 0.52602129 0.4193052 0.67297744 0.66267125 0.46230065] [ 0.72904721 0.4221181 0.58537448 0.32214618 0.51195858] [ 0.2922098 0.53202781 0.5284639 0.76246055 0.45440387] [ 0.62088703 0.581002 0.46132378 0.44146136 0.27147328] [ 0.30779383 0.68247964 0.41803363 0.81891319 0.3670628 ] [ 0.08346807 0.53582005 0.5441853 0.85772749 0.63949442] [ 0.43728026 0.51804279 0.640394 0.5689949 0.485419 ] [ 0.78750793 0.41223094 0.48114867 0.31582702 0.36354303] [ 0.35096638 0.53265282 0.45537993 0.69252774 0.65018262] [ 0.78889642 0.4870261 0.5738681 0.42373136 0.3170636 ] [ 0.15954349 0.52825821 0.37871887 0.87333367 0.4170427 ] [ 0.691265 0.62147153 0.42683014 0.36328942 0.47282859] [ 0.23918765 0.5119899 0.52146551 0.68963216 0.45380911] Progress: 16.0% ... Training loss: 0.677 ... Validation loss: 1.211[ 0.44247585 0.57846256 0.42842826 0.75404931 0.43443219] [ 0.17137874 0.61213666 0.46283771 0.87846475 0.4312171 ] [ 0.29473027 0.43629905 0.50992888 0.72728549 0.41993347] [ 0.34285995 0.5487341 0.26620629 0.80635781 0.48562646] [ 0.16652176 0.74347348 0.38585016 0.84481539 0.47944296] [ 0.69366862 0.31435777 0.39919472 0.42631414 0.36296821] [ 0.56866228 0.35141242 0.61584905 0.29500282 0.47797019] [ 0.31081409 0.55513482 0.36126455 0.5271842 0.44412422] [ 0.47375302 0.58100007 0.40502631 0.6375226 0.38732788] [ 0.31140749 0.50604359 0.40297282 0.65099504 0.39997719] [ 0.81084742 0.43051321 0.57435417 0.27494788 0.39410295] [ 0.64936846 0.38184598 0.56233126 0.34571232 0.35000834] [ 0.65856955 0.52219309 0.45067428 0.30558363 0.43325807] [ 0.23584007 0.5864402 0.44956287 0.81152682 0.53075884] [ 0.79338743 0.3489841 0.49230426 0.38113606 0.38438736] [ 0.68280584 0.46606923 0.51815539 0.1789072 0.51174772] [ 0.51885956 0.56632477 0.45415144 0.73266153 0.41749904] [ 0.51664502 0.34375402 0.46106475 0.51218433 0.43836317] [ 0.47301646 0.59424837 0.46046142 0.72530529 0.58690538] [ 0.30754333 0.53215344 0.40031612 0.60965727 0.42308102] [ 0.49341255 0.41140086 0.49996064 0.60096385 0.36827691] [ 0.83704367 0.33145468 0.51030127 0.21387661 0.30467277] [ 0.66643808 0.50715036 0.50830915 0.38213918 0.48960284] [ 0.55748324 0.39559333 0.61270975 0.45067398 0.41313606] [ 0.31855889 0.45943955 0.41966108 0.74263083 0.44201477] [ 0.58212668 0.59357934 0.31898322 0.62676994 0.54081275] [ 0.39785972 0.49308149 0.32471332 0.81489925 0.52089782] [ 0.46584037 0.43967862 0.52813406 0.58951338 0.39394828] [ 0.61278265 0.51583466 0.52120298 0.42649702 0.43267063] [ 0.4957594 0.46077222 0.50006239 0.50147312 0.35442233] [ 0.28505883 0.58115554 0.43657897 0.82110009 0.48540314] [ 0.67939026 0.58185084 0.64645315 0.56587419 0.40939875] [ 0.80296765 0.30949517 0.65229728 0.1962378 0.45391356] [ 0.22382754 0.74932525 0.30369645 0.8323989 0.44241178] [ 0.25956568 0.584765 0.4209206 0.73330873 0.50275783] [ 0.16547019 0.61783179 0.38186672 0.79814253 0.50922091] [ 0.8566827 0.580055 0.52533781 0.34395462 0.31438816] [ 0.77229321 0.31074186 0.53592336 0.22768429 0.37523518] [ 0.40904412 0.42472892 0.4993818 0.68616231 0.36357658] [ 0.44206073 0.47628971 0.39416976 0.60413453 0.48954857] [ 0.20851124 0.52564222 0.5285578 0.74574743 0.52297113] [ 0.24120616 0.48233414 0.48425959 0.72212924 0.46558195] [ 0.48941821 0.41795424 0.48589746 0.66921598 0.32573355] [ 0.58768859 0.40226119 0.64102534 0.50334393 0.42729159] [ 0.67385451 0.34288607 0.33634605 0.3408539 0.41983651] [ 0.57734108 0.56432497 0.54676881 0.52491209 0.53284907] [ 0.50584598 0.39110734 0.47961712 0.40765394 0.64440578] [ 0.66371452 0.30366291 0.55763248 0.34397211 0.37158404] [ 0.3600473 0.50472468 0.38990018 0.61636207 0.41913311] [ 0.64579028 0.45122279 0.54297727 0.45097452 0.4017275 ] [ 0.159902 0.51304447 0.40617876 0.89548975 0.5131633 ] [ 0.29881001 0.55394773 0.48133633 0.62047511 0.48483523] [ 0.34710737 0.46176801 0.4833124 0.55601234 0.57128944] [ 0.56400889 0.47583382 0.4068555 0.37461713 0.4878989 ] [ 0.57109478 0.44516047 0.61429638 0.3019523 0.46206887] [ 0.32298981 0.48712836 0.51396101 0.69987574 0.5759342 ] [ 0.73127491 0.43520224 0.44898073 0.39427129 0.58237832] [ 0.48483892 0.45047122 0.4940067 0.50807266 0.65655528] [ 0.44533351 0.57788397 0.4260008 0.67351852 0.42908698] [ 0.26960608 0.64165676 0.35213874 0.69635382 0.48787719] [ 0.7057566 0.41728322 0.49380194 0.27669867 0.43605935] [ 0.45252983 0.55571556 0.30886073 0.69810773 0.51404265] [ 0.78000364 0.20023067 0.48218685 0.2306504 0.44635073] [ 0.40981805 0.40470342 0.37875312 0.79828233 0.36731687] [ 0.64191061 0.53209011 0.42237046 0.36555886 0.44632699] [ 0.56325338 0.52924034 0.60631659 0.61368399 0.42905914] [ 0.49781385 0.54073322 0.372226 0.6260824 0.22605944] [ 0.37608291 0.45433122 0.50988631 0.64682007 0.41000327] [ 0.10910693 0.53108234 0.52318025 0.85195571 0.6345431 ] [ 0.2062668 0.5362307 0.50178791 0.8047541 0.55820547] [ 0.58777548 0.35479555 0.61094121 0.34422496 0.52435041] [ 0.7891162 0.38102028 0.58016828 0.3543791 0.41330715] [ 0.5753974 0.53468551 0.43367764 0.50945818 0.53413551] [ 0.38326235 0.43390295 0.46210474 0.54178053 0.46059104] [ 0.76701366 0.39519945 0.43970423 0.29780857 0.43459134] [ 0.85242365 0.36508779 0.58161456 0.22359375 0.43237072] [ 0.30996914 0.58407633 0.4279273 0.5669838 0.41288701] [ 0.16238797 0.50563801 0.61933414 0.89984639 0.61649631] [ 0.8053095 0.35476874 0.40231917 0.23139932 0.30829612] [ 0.09373948 0.55701765 0.47221514 0.92918594 0.4775964 ] [ 0.93250458 0.32502444 0.49397848 0.1510214 0.33838131] [ 0.2775577 0.50186586 0.60924045 0.66530561 0.69080266] [ 0.1366615 0.51845619 0.49480773 0.72706731 0.48851112] [ 0.41405178 0.37885348 0.4488664 0.57995359 0.56626176] [ 0.39247601 0.36734133 0.4704151 0.80606936 0.45998965] [ 0.69659923 0.47955202 0.60166502 0.50770798 0.37425031] [ 0.10247141 0.60538868 0.40668624 0.87572036 0.47232938] [ 0.48009148 0.62673241 0.34626656 0.53140755 0.35528658] [ 0.58733806 0.46007616 0.44132058 0.46159418 0.41625633] [ 0.66566521 0.47152304 0.45343728 0.52234519 0.33803915] [ 0.4842479 0.54127914 0.46659933 0.57035949 0.46655769] [ 0.50952227 0.45409948 0.56491976 0.4283967 0.52181203] [ 0.35773206 0.52180755 0.41440497 0.68981254 0.45513397] [ 0.63396973 0.42013947 0.60016307 0.50637032 0.41717431] [ 0.53051771 0.628272 0.54858359 0.65570863 0.40857514] [ 0.24151619 0.63809696 0.47411647 0.79266687 0.43866237] [ 0.70818517 0.33078132 0.61151267 0.31751782 0.45326265] [ 0.50121852 0.38534659 0.59839672 0.51607037 0.39485381] [ 0.42624511 0.46623364 0.44431522 0.53344632 0.3314117 ] [ 0.60229383 0.53049037 0.27639816 0.59194512 0.4644325 ] [ 0.26420729 0.54777128 0.54141413 0.69021487 0.49648438] [ 0.30523057 0.5726829 0.50936562 0.86413542 0.47031719] [ 0.29898499 0.59467694 0.45985069 0.71284565 0.55267732] [ 0.25927205 0.43705775 0.33989578 0.82862839 0.5378594 ] [ 0.47511736 0.50235283 0.5682209 0.51672362 0.4853301 ] [ 0.28403581 0.53747138 0.60815954 0.78196884 0.49495604] [ 0.72235179 0.32075023 0.65552885 0.24926617 0.56234642] [ 0.65232385 0.46610546 0.53244774 0.57271832 0.44626234] [ 0.17607571 0.53210488 0.56567808 0.82341027 0.56640441] [ 0.42812722 0.45141986 0.51040613 0.78367815 0.51376654] [ 0.72982122 0.51049588 0.49288584 0.34322281 0.35022081] [ 0.6746373 0.50703796 0.49530122 0.53076081 0.53737786] [ 0.61486646 0.45419641 0.51000783 0.50035087 0.33442618] [ 0.55267932 0.57343695 0.48068972 0.47018349 0.49836586] [ 0.20689791 0.55934393 0.47407882 0.68877097 0.61840918] [ 0.65346085 0.44344627 0.50165824 0.42654177 0.54358872] [ 0.87536191 0.33341606 0.51207528 0.09143717 0.30549087] [ 0.53144673 0.50036986 0.51130999 0.39142984 0.47860126] [ 0.60226971 0.46860893 0.58147258 0.35395716 0.44611025] [ 0.38858821 0.46108024 0.40925868 0.58813429 0.508035 ] [ 0.81208325 0.3387063 0.58778915 0.20527641 0.42357483] [ 0.14474196 0.51166222 0.50345668 0.83586737 0.47753271] [ 0.21231747 0.6256034 0.40711754 0.57005045 0.5557335 ] [ 0.56597982 0.47589794 0.51368699 0.46938169 0.52267351] [ 0.69462004 0.51061758 0.39947334 0.32433854 0.34456887] [ 0.75061295 0.44286645 0.4428636 0.28868102 0.37662554] [ 0.76173897 0.40647708 0.48182568 0.32602084 0.3273805 ] [ 0.83320455 0.31069907 0.59243556 0.24580763 0.42275087] Progress: 16.1% ... Training loss: 0.677 ... Validation loss: 1.211[ 0.35404846 0.65113971 0.52992804 0.73587917 0.55873545] [ 0.10640933 0.61966405 0.44990241 0.9086386 0.51142092] [ 0.27037793 0.66035864 0.26003775 0.7665822 0.46462966] [ 0.82369153 0.27479457 0.61345338 0.22251216 0.45516209] [ 0.55359002 0.46639949 0.60042738 0.71492709 0.44686081] [ 0.70340776 0.33431638 0.54452818 0.39665214 0.45932147] [ 0.5177879 0.26052774 0.52772584 0.40542667 0.50719555] [ 0.32146335 0.67682094 0.47367273 0.82465297 0.59143013] [ 0.32455226 0.54074082 0.47070026 0.59114417 0.40944874] [ 0.62111418 0.46612619 0.46784447 0.38320793 0.34186806] [ 0.2497982 0.6577701 0.32317984 0.72805236 0.52850616] [ 0.73488022 0.48094584 0.28804094 0.53072407 0.34337849] [ 0.65066009 0.4047039 0.43416469 0.46506957 0.35206879] [ 0.20725195 0.51685658 0.37813138 0.72202721 0.43143526] [ 0.44479572 0.46913095 0.55975325 0.44178967 0.39931327] [ 0.58886386 0.59214849 0.44687438 0.52741514 0.38985311] [ 0.2358664 0.63343481 0.49902959 0.791347 0.52377884] [ 0.42578511 0.44403698 0.57443551 0.50078005 0.54513715] [ 0.79748865 0.4567617 0.49190509 0.44409851 0.38165956] [ 0.78331423 0.34183458 0.57851908 0.39204635 0.4403045 ] [ 0.78060299 0.44649621 0.39489843 0.53314597 0.31924838] [ 0.73922757 0.51869356 0.49126605 0.43957353 0.32494635] [ 0.61516703 0.49304826 0.59295707 0.56681047 0.43731799] [ 0.26195674 0.65376172 0.36871286 0.80991665 0.39768268] [ 0.26084279 0.6523302 0.33087487 0.763178 0.48836092] [ 0.61687446 0.40987369 0.46887866 0.38435177 0.37992624] [ 0.35393983 0.6179102 0.49371428 0.75283154 0.44318591] [ 0.33326268 0.44576595 0.52482635 0.74621356 0.34185107] [ 0.7296463 0.42182199 0.58548483 0.32173505 0.51183967] [ 0.26578095 0.64509101 0.41806937 0.71726644 0.43684231] [ 0.22187018 0.52102529 0.33174338 0.84170564 0.48121734] [ 0.59017965 0.54364729 0.58175146 0.40046697 0.41970274] [ 0.90897267 0.42894206 0.4804923 0.18224326 0.40234351] [ 0.64966927 0.54949667 0.56436799 0.35494271 0.4806259 ] [ 0.70267919 0.35850703 0.53306913 0.35126995 0.42137052] [ 0.27006848 0.62817475 0.34069944 0.82079787 0.47509888] [ 0.47565496 0.63900987 0.35196685 0.53146368 0.47444532] [ 0.50671602 0.50293834 0.52121001 0.70813167 0.30764929] [ 0.56340509 0.378765 0.51057849 0.64375717 0.39336594] [ 0.42548921 0.52794177 0.6380588 0.46257267 0.57101057] [ 0.77872951 0.3187291 0.53995085 0.25776369 0.36765821] [ 0.26899605 0.64218322 0.35193916 0.69687215 0.48811899] [ 0.72032533 0.40973203 0.39728245 0.42123826 0.44577846] [ 0.72081009 0.42216246 0.6207291 0.36810413 0.48940649] [ 0.76876572 0.38851995 0.59615191 0.32576244 0.41767243] [ 0.75989178 0.45255853 0.54013952 0.19411353 0.50683206] [ 0.37589042 0.50617059 0.50122848 0.74647485 0.42577105] [ 0.86098652 0.43788931 0.45964454 0.16344903 0.26192316] [ 0.21901355 0.54484271 0.4952615 0.65604915 0.45339295] [ 0.54386913 0.40253817 0.46476956 0.42699253 0.31923404] [ 0.59895934 0.38986626 0.52715153 0.46417857 0.54278211] [ 0.58141142 0.58742278 0.42448946 0.63232245 0.37427101] [ 0.25336238 0.68015961 0.42894222 0.82936942 0.39916972] [ 0.75038724 0.38540165 0.56648287 0.31324303 0.42523771] [ 0.20868744 0.51337172 0.57850235 0.85272838 0.488633 ] [ 0.64108292 0.45904939 0.43161595 0.40024954 0.40762952] [ 0.57385606 0.39787001 0.58190081 0.32077346 0.45355026] [ 0.25433769 0.44647381 0.57739418 0.54385972 0.52907365] [ 0.53180478 0.64805049 0.50988265 0.65242836 0.46597311] [ 0.75465873 0.3678014 0.54700623 0.21938015 0.47185787] [ 0.53351633 0.5239644 0.45438032 0.64294108 0.4509882 ] [ 0.22768251 0.6296148 0.44302899 0.73744481 0.46259777] [ 0.68807556 0.54569296 0.3826253 0.58416676 0.33250838] [ 0.81360362 0.4467849 0.55584951 0.29881402 0.37198334] [ 0.62348957 0.44580004 0.47819838 0.33826419 0.38265467] [ 0.53100812 0.44599055 0.50356437 0.57794219 0.34695269] [ 0.69397554 0.48342514 0.47883349 0.378967 0.35466059] [ 0.46243696 0.58520056 0.58129513 0.52810042 0.44809956] [ 0.35230118 0.46512089 0.38814838 0.61853204 0.53462169] [ 0.28256709 0.41838001 0.5867131 0.73788114 0.60489023] [ 0.40879834 0.66806822 0.33238373 0.69382439 0.45456375] [ 0.38123266 0.65179304 0.46533447 0.79005803 0.47520761] [ 0.68606441 0.44737348 0.4954026 0.47554382 0.40710973] [ 0.49301826 0.42646612 0.4250363 0.82215756 0.41528968] [ 0.68925363 0.51649603 0.31161191 0.4187248 0.34130275] [ 0.54386913 0.40253817 0.46476956 0.42699253 0.31923404] [ 0.48147893 0.47246111 0.52240556 0.50762564 0.46651213] [ 0.62207988 0.38533082 0.51605356 0.30218556 0.39284741] [ 0.54541389 0.59215358 0.40063787 0.48926923 0.35025347] [ 0.12053978 0.52467837 0.48186257 0.82808936 0.58392423] [ 0.15345985 0.51504853 0.42170854 0.68027213 0.55661828] [ 0.61535528 0.51055768 0.42840583 0.50272339 0.54206704] [ 0.44863385 0.57038262 0.40367256 0.70292884 0.46859518] [ 0.78709667 0.37086559 0.45630331 0.16706881 0.41979659] [ 0.24484743 0.62131473 0.38039288 0.88785924 0.41782199] [ 0.54701947 0.5281096 0.47639403 0.32274493 0.32650269] [ 0.62205675 0.59247551 0.41388422 0.49367097 0.37573539] [ 0.51857528 0.48172159 0.57012637 0.48581968 0.42718683] [ 0.37904261 0.55179326 0.46447621 0.5496427 0.43587825] [ 0.33763228 0.55107454 0.4388158 0.57717467 0.54583123] [ 0.71433398 0.37994049 0.72231211 0.39790266 0.43229486] [ 0.12922715 0.64157263 0.5237577 0.90922174 0.54451605] [ 0.41089761 0.60925902 0.46944015 0.70428718 0.57171517] [ 0.50976093 0.44584207 0.46942043 0.72926285 0.40827546] [ 0.52661789 0.61036426 0.37254173 0.58271545 0.35471394] [ 0.72702446 0.45250424 0.57721417 0.3400993 0.42961661] [ 0.25201002 0.5692885 0.42963159 0.57021533 0.4822117 ] [ 0.27890567 0.65498243 0.38510763 0.67658492 0.45562811] [ 0.7581195 0.39152102 0.56435401 0.39248635 0.34137853] [ 0.79516042 0.51138898 0.40318204 0.49288598 0.37936705] [ 0.50792119 0.38732355 0.46394137 0.48767464 0.33482917] [ 0.36992343 0.61862605 0.3093142 0.6625654 0.39275059] [ 0.76281884 0.42578089 0.57765814 0.26910956 0.44950983] [ 0.75820343 0.43925861 0.48621117 0.32394092 0.39170765] [ 0.2485361 0.54243015 0.5620896 0.74919608 0.51297179] [ 0.30968457 0.67101208 0.44876079 0.68408086 0.4590852 ] [ 0.77692413 0.48232244 0.46685518 0.34685322 0.30377911] [ 0.36350308 0.60878771 0.47391752 0.51699072 0.60088226] [ 0.21514392 0.65563971 0.30591061 0.80225363 0.46918394] [ 0.47044751 0.37313412 0.48668652 0.68599002 0.39021211] [ 0.39790465 0.49324259 0.32466297 0.81492794 0.52096775] [ 0.26388816 0.54809619 0.54129102 0.69049681 0.4966157 ] [ 0.50346454 0.52020983 0.52152611 0.63151778 0.38851155] [ 0.54886446 0.48429485 0.51231337 0.4841065 0.53471375] [ 0.22753841 0.56980107 0.62681875 0.78434775 0.46104978] [ 0.67977418 0.47151061 0.60264281 0.43437426 0.46331229] [ 0.19413017 0.66018844 0.4049211 0.77726859 0.45338479] [ 0.47513204 0.49266108 0.43678862 0.56426337 0.57845557] [ 0.85039027 0.35024684 0.6708015 0.15432634 0.37072041] [ 0.32845881 0.35131725 0.50254649 0.61530066 0.5695256 ] [ 0.81184645 0.5195225 0.45153718 0.25060376 0.36763441] [ 0.14327494 0.64121027 0.44626824 0.93131834 0.56518617] [ 0.37085877 0.63605782 0.37667442 0.72486202 0.42269151] [ 0.69417781 0.57546313 0.43188077 0.4114474 0.40983863] [ 0.46603635 0.49644488 0.46310196 0.56828364 0.57324117] [ 0.74689851 0.33422882 0.50906081 0.15896912 0.41996258] [ 0.30120388 0.60374963 0.48199147 0.8685444 0.37945011] [ 0.37182379 0.71941891 0.53261873 0.81875517 0.57381443] Progress: 16.1% ... Training loss: 0.676 ... Validation loss: 1.207[ 0.54357552 0.73486508 0.35671404 0.80688213 0.48832592] [ 0.08221484 0.65334431 0.45287307 0.91891773 0.49193169] [ 0.50129561 0.62991274 0.31611325 0.40238809 0.42982462] [ 0.6941048 0.47093284 0.6171674 0.30589175 0.50140358] [ 0.45742213 0.44386098 0.47654687 0.33686292 0.59789864] [ 0.34611637 0.61593923 0.39261215 0.85395926 0.6014434 ] [ 0.76531797 0.50157916 0.46084061 0.28818865 0.3437101 ] [ 0.61030453 0.4552251 0.32147095 0.48629567 0.50260464] [ 0.86832076 0.40817118 0.53783411 0.26920197 0.35704605] [ 0.63309341 0.50039038 0.5440537 0.21693581 0.59642667] [ 0.08362661 0.48488637 0.39039911 0.92553556 0.52165999] [ 0.27871328 0.47678473 0.46071905 0.76531274 0.52548472] [ 0.45821207 0.45389764 0.46231719 0.5613818 0.44934499] [ 0.3171695 0.44880218 0.4146101 0.86807613 0.43631375] [ 0.73227685 0.39663455 0.61599357 0.29719709 0.34949685] [ 0.74405878 0.41089502 0.63390563 0.35033743 0.43619986] [ 0.27346442 0.53390341 0.40617535 0.76636083 0.38935482] [ 0.84274499 0.37821325 0.45799931 0.23067022 0.31594542] [ 0.81695039 0.46495367 0.53810503 0.19934237 0.40415278] [ 0.53905305 0.4866353 0.39510356 0.57445161 0.36479588] [ 0.54585894 0.54655514 0.55614491 0.56155669 0.33060251] [ 0.48646389 0.52545163 0.4302414 0.58325253 0.56863853] [ 0.24002866 0.5142137 0.44092383 0.80133707 0.36485573] [ 0.28526341 0.6022867 0.54283047 0.60307352 0.36636651] [ 0.28043222 0.55007336 0.37688885 0.82016915 0.39616548] [ 0.89890092 0.28826929 0.58509809 0.12578779 0.36399993] [ 0.80811606 0.42817886 0.52764725 0.35962615 0.27709462] [ 0.84093871 0.45910066 0.60110125 0.20975271 0.44715168] [ 0.56995637 0.49528265 0.48683495 0.53524592 0.32354028] [ 0.83073746 0.40575851 0.53249467 0.3793014 0.39280447] [ 0.58866578 0.53593312 0.45945895 0.32603726 0.50495366] [ 0.43196118 0.53087706 0.45841848 0.57462808 0.51400308] [ 0.35394231 0.37941223 0.42446222 0.79861827 0.39483341] [ 0.39355352 0.60343139 0.56565224 0.5539274 0.51484722] [ 0.77314945 0.52043436 0.49295344 0.41005133 0.38744883] [ 0.323049 0.62586953 0.35990787 0.56505519 0.48171238] [ 0.3888501 0.58238127 0.41677335 0.83173164 0.3824338 ] [ 0.33439261 0.48440908 0.60988903 0.79032006 0.59243379] [ 0.54596463 0.64532987 0.33202559 0.67826485 0.44710855] [ 0.58552308 0.40229401 0.57350258 0.70139369 0.42054576] [ 0.31835966 0.68245339 0.47660568 0.81367938 0.52921001] [ 0.47781825 0.48111241 0.46249825 0.50253541 0.3694223 ] [ 0.14914764 0.53200688 0.44784979 0.89395653 0.43079429] [ 0.53954071 0.53893216 0.3830206 0.45992939 0.37901254] [ 0.77410174 0.43098945 0.58116945 0.27851631 0.41081253] [ 0.29802904 0.49723779 0.57648384 0.7273131 0.49409323] [ 0.32428411 0.66537165 0.43438995 0.78569188 0.57234466] [ 0.41233484 0.47498976 0.56669409 0.56120597 0.42340016] [ 0.32428411 0.66537165 0.43438995 0.78569188 0.57234466] [ 0.4008048 0.43474509 0.49866751 0.42061494 0.4977782 ] [ 0.70909398 0.4319803 0.41932519 0.3159057 0.41618373] [ 0.50415633 0.59395566 0.40489844 0.54216729 0.44518359] [ 0.34199606 0.52663455 0.53663549 0.73876209 0.42653493] [ 0.58388206 0.41612923 0.5124401 0.63323223 0.34910391] [ 0.75004098 0.36294394 0.61048457 0.29316491 0.51106086] [ 0.48948144 0.5547472 0.58702425 0.60419024 0.49935758] [ 0.36852383 0.44342751 0.43769073 0.67894369 0.3534591 ] [ 0.40039782 0.58250024 0.44091228 0.82206546 0.53871689] [ 0.59361555 0.64084859 0.38131999 0.60435572 0.37853872] [ 0.24192996 0.483206 0.59332933 0.57338575 0.46949869] [ 0.69467986 0.3771263 0.50971804 0.35093385 0.4262814 ] [ 0.62562422 0.45663429 0.39176 0.50136198 0.32494893] [ 0.82685362 0.42761074 0.54710527 0.2086786 0.51045001] [ 0.65561751 0.41185936 0.54013843 0.26312637 0.4665578 ] [ 0.76608624 0.47366216 0.42458911 0.24047577 0.22981756] [ 0.70190192 0.45804361 0.51000713 0.53220022 0.49253802] [ 0.82929468 0.51516308 0.54398109 0.42623723 0.32313748] [ 0.5154368 0.51231546 0.35363188 0.57991466 0.46379962] [ 0.30104663 0.60376129 0.48198822 0.86859142 0.37944666] [ 0.53218843 0.51693397 0.44337211 0.5880972 0.37933394] [ 0.56269977 0.4118011 0.52265064 0.40931953 0.40678078] [ 0.3880961 0.37378895 0.51083747 0.65809529 0.4260186 ] [ 0.61503823 0.54632843 0.47719104 0.3667398 0.51982928] [ 0.10887327 0.55896954 0.58855944 0.8688873 0.65005572] [ 0.41446438 0.3176253 0.45712266 0.71589842 0.39640208] [ 0.32848437 0.44667151 0.63400188 0.72232638 0.47870627] [ 0.41664717 0.48099113 0.40619893 0.66153815 0.49390461] [ 0.73738861 0.31622492 0.50501945 0.20963366 0.3981092 ] [ 0.79606016 0.50335977 0.49972903 0.34047015 0.44317622] [ 0.27227 0.46133938 0.51935168 0.74220016 0.48083648] [ 0.25321015 0.3481625 0.58517193 0.80601679 0.38819646] [ 0.48260652 0.58701762 0.61455304 0.51426321 0.51318136] [ 0.64347834 0.36358584 0.70668457 0.45136068 0.44973565] [ 0.6925775 0.53369078 0.4204216 0.4491672 0.32171198] [ 0.38902194 0.58221119 0.32913948 0.52706877 0.39168863] [ 0.70119939 0.46066323 0.53823875 0.39793235 0.43545561] [ 0.45299991 0.45131929 0.52987735 0.48476075 0.54070719] [ 0.35077655 0.62495951 0.59991285 0.66405263 0.563371 ] [ 0.32725133 0.45227494 0.58418066 0.6747246 0.44514075] [ 0.23490904 0.51529839 0.41556127 0.70944749 0.47438305] [ 0.26615594 0.67332672 0.39786522 0.89838167 0.49648886] [ 0.2838885 0.57335162 0.34608263 0.7932236 0.49122087] [ 0.45505013 0.43541288 0.50304305 0.37328746 0.60964816] [ 0.41485273 0.53213886 0.36940001 0.76888725 0.2808517 ] [ 0.71752585 0.4289201 0.34277812 0.30277528 0.33437147] [ 0.33640205 0.38158237 0.48342315 0.66793512 0.61175141] [ 0.3453547 0.41352416 0.49666426 0.82779291 0.46927238] [ 0.78115307 0.45018294 0.49830819 0.44396478 0.45068908] [ 0.84075473 0.34185351 0.6264308 0.1775067 0.43076461] [ 0.62588674 0.56985279 0.41564184 0.55575063 0.37042999] [ 0.17008271 0.69624604 0.39359947 0.81598882 0.55632718] [ 0.32037296 0.47622605 0.67054274 0.50760372 0.58728568] [ 0.72209523 0.32047523 0.39885503 0.26183705 0.37840191] [ 0.1897857 0.55075044 0.43318039 0.85929234 0.45286124] [ 0.37768617 0.51288325 0.47167555 0.53393592 0.47296399] [ 0.22261746 0.42738539 0.42753564 0.82667239 0.4785432 ] [ 0.61163395 0.53965459 0.36673735 0.53318321 0.30077893] [ 0.54446881 0.44007914 0.56784131 0.68027575 0.37237787] [ 0.46367605 0.47099708 0.55807043 0.41594251 0.62946641] [ 0.51223635 0.60530159 0.46332381 0.58198264 0.53048098] [ 0.66171254 0.41635439 0.48635736 0.34880236 0.34342472] [ 0.18830452 0.57467792 0.58365381 0.87713828 0.5584189 ] [ 0.68794435 0.39270179 0.46809495 0.37566946 0.32857701] [ 0.65292247 0.59842749 0.47333116 0.33964727 0.40710853] [ 0.08362661 0.48488637 0.39039911 0.92553556 0.52165999] [ 0.55585491 0.63277631 0.43401955 0.56945492 0.44241803] [ 0.82463156 0.44741894 0.58538463 0.23910464 0.4132511 ] [ 0.71135759 0.4347401 0.560042 0.53891422 0.39759638] [ 0.52784199 0.43760027 0.60381376 0.46129994 0.44859024] [ 0.87057979 0.42443485 0.52748719 0.25451853 0.33366245] [ 0.362963 0.47750335 0.483361 0.84024549 0.36836022] [ 0.30036124 0.57169781 0.45174006 0.74253698 0.46437655] [ 0.62212897 0.4978521 0.5839708 0.40406616 0.53536537] [ 0.50765563 0.42516178 0.66549445 0.62998431 0.35079579] [ 0.71149174 0.54221971 0.48410431 0.50426554 0.45164797] [ 0.70821111 0.32041848 0.53811532 0.18850223 0.3019352 ] [ 0.8685355 0.33157033 0.56064112 0.15209403 0.28338704] [ 0.51459966 0.38344569 0.50003167 0.74786584 0.46082103] Progress: 16.1% ... Training loss: 0.676 ... Validation loss: 1.212[ 0.81599743 0.40212182 0.62452026 0.21084001 0.37354363] [ 0.32489597 0.63048375 0.59027665 0.70711214 0.61541307] [ 0.70714119 0.50443031 0.50281341 0.5347561 0.31362195] [ 0.52405311 0.55044942 0.46460659 0.61891789 0.364662 ] [ 0.17391223 0.5145158 0.43170725 0.87173501 0.41852713] [ 0.83255585 0.41548684 0.54699072 0.24720424 0.38071491] [ 0.14297116 0.52503196 0.56839512 0.85480853 0.50549413] [ 0.20189505 0.46804586 0.45572346 0.8622516 0.55631781] [ 0.29892802 0.50590283 0.57034353 0.66574369 0.48246671] [ 0.46909931 0.66305783 0.41805386 0.81606794 0.43521495] [ 0.77209171 0.51096788 0.61011073 0.37091583 0.45613926] [ 0.27071735 0.56309068 0.44683546 0.55073638 0.57807238] [ 0.57772057 0.57399369 0.38032899 0.34540655 0.39496206] [ 0.37631242 0.55875486 0.57577146 0.61241838 0.55227314] [ 0.54046262 0.55705156 0.48521323 0.51359555 0.49946381] [ 0.45489335 0.58768088 0.43132145 0.52608382 0.54108705] [ 0.70170594 0.37509345 0.5779209 0.27431693 0.40430811] [ 0.56553759 0.55158554 0.37239829 0.73891235 0.40921425] [ 0.61121983 0.50857358 0.43268019 0.54399313 0.38571378] [ 0.12163711 0.57171679 0.3367814 0.92775814 0.5941851 ] [ 0.66507111 0.53067402 0.53770085 0.44524016 0.4196528 ] [ 0.5457561 0.51259453 0.44146089 0.4175365 0.39752105] [ 0.66275102 0.53504532 0.38028522 0.49142301 0.45763646] [ 0.45008235 0.45462778 0.49293222 0.61241499 0.5141634 ] [ 0.74811172 0.36388467 0.49134413 0.33015416 0.41465024] [ 0.62743716 0.47619172 0.42236157 0.37768445 0.28899004] [ 0.21057213 0.47007601 0.38261528 0.87729279 0.39915426] [ 0.45779453 0.54274605 0.47053747 0.5560761 0.45155518] [ 0.37450102 0.39625367 0.60696092 0.67559152 0.6158907 ] [ 0.23914699 0.4305343 0.39503571 0.82587275 0.44625504] [ 0.59334513 0.51324632 0.5545219 0.47521333 0.4302554 ] [ 0.51828652 0.54190297 0.43282722 0.50681268 0.41568571] [ 0.37705378 0.50221436 0.51139275 0.6794062 0.39131895] [ 0.82278161 0.25119991 0.54470135 0.24592356 0.37705779] [ 0.74800796 0.36578065 0.56951111 0.36121851 0.37030812] [ 0.30357752 0.45856228 0.44518201 0.69394817 0.57819619] [ 0.49870585 0.52127918 0.49444923 0.4241139 0.5116039 ] [ 0.63529752 0.47435731 0.41993908 0.42645886 0.54105566] [ 0.15270757 0.60734559 0.44017497 0.91514455 0.53405101] [ 0.58008442 0.55876439 0.52758607 0.48095203 0.45030403] [ 0.73568631 0.45337537 0.55095584 0.30027588 0.46183248] [ 0.24066402 0.46460656 0.62627165 0.79166549 0.66552694] [ 0.59696083 0.45942825 0.51910305 0.44943541 0.30071455] [ 0.10218324 0.57135052 0.54053097 0.90342572 0.63051521] [ 0.28480286 0.53038685 0.38018206 0.76595906 0.5706876 ] [ 0.47671199 0.45329586 0.35378205 0.52938848 0.51696657] [ 0.68949902 0.44205664 0.58402678 0.38858967 0.4331621 ] [ 0.80571566 0.49703642 0.43083496 0.39159422 0.3647091 ] [ 0.70440859 0.3302271 0.53982796 0.27028997 0.43852087] [ 0.64537452 0.35909057 0.50734337 0.31956663 0.5341975 ] [ 0.12067311 0.62497462 0.44291418 0.92400622 0.64698589] [ 0.59053849 0.42866394 0.62226998 0.52795199 0.35253947] [ 0.2491319 0.49393134 0.55331816 0.74868806 0.38605324] [ 0.36935792 0.43396488 0.49067255 0.78557071 0.36228273] [ 0.14905588 0.52710481 0.51163037 0.78359476 0.56364242] [ 0.55780535 0.55083865 0.52340314 0.48373751 0.49466066] [ 0.78955187 0.32763658 0.5173624 0.25954114 0.53184128] [ 0.62420859 0.34443373 0.60265589 0.43327634 0.33557423] [ 0.62473484 0.46689033 0.34842233 0.4694124 0.31583015] [ 0.46817999 0.57686625 0.53494954 0.68065201 0.43624784] [ 0.57906076 0.59142302 0.32428874 0.6152837 0.34824298] [ 0.69205942 0.55050469 0.40941592 0.41472396 0.35145035] [ 0.49412362 0.55739525 0.49289628 0.51193828 0.34820629] [ 0.51905494 0.48625572 0.40294946 0.75753248 0.42890106] [ 0.36789852 0.54429303 0.55203894 0.5197067 0.41040748] [ 0.09758268 0.60739105 0.44576989 0.91953658 0.51908905] [ 0.32190368 0.47293529 0.57137595 0.69711333 0.47137976] [ 0.40535889 0.44748389 0.46366631 0.8429949 0.35621317] [ 0.29477255 0.50774167 0.59830552 0.80532489 0.4741928 ] [ 0.71798469 0.39924134 0.4874924 0.25307192 0.42428636] [ 0.67782953 0.6034943 0.4087937 0.51941586 0.40050179] [ 0.70546243 0.41378798 0.61736958 0.364392 0.57986613] [ 0.48365895 0.45822495 0.46965099 0.38866462 0.54120443] [ 0.59065882 0.50060315 0.54340381 0.23588408 0.35019268] [ 0.44743814 0.48122442 0.56167998 0.41058155 0.51885557] [ 0.5180686 0.61649841 0.39338084 0.50988206 0.38917241] [ 0.20851379 0.36776856 0.5251847 0.61743627 0.62622541] [ 0.24640972 0.46086363 0.66611808 0.78918574 0.50841189] [ 0.77408863 0.45062788 0.52709575 0.291589 0.43646963] [ 0.56690568 0.6093605 0.45016124 0.51295398 0.3857923 ] [ 0.75926257 0.42300109 0.49929491 0.38018481 0.30524579] [ 0.57507788 0.45018721 0.6018965 0.47141404 0.37307981] [ 0.76349529 0.47112235 0.42973101 0.44800384 0.44617388] [ 0.36163068 0.52724104 0.42747665 0.64643156 0.44837884] [ 0.65815005 0.522108 0.49913035 0.51666283 0.35845532] [ 0.09593891 0.66029546 0.52690882 0.94308294 0.63178699] [ 0.33857068 0.53829398 0.41451497 0.63827832 0.57543823] [ 0.72417754 0.51983742 0.41183753 0.35618082 0.30218201] [ 0.45415278 0.36942976 0.57159811 0.60551833 0.34887492] [ 0.63879 0.41349773 0.59858025 0.33284856 0.46128593] [ 0.80106302 0.53710777 0.42553066 0.273197 0.38873588] [ 0.29412528 0.50691579 0.41928526 0.65163235 0.69754743] [ 0.35401807 0.61171401 0.59819439 0.65245594 0.43347798] [ 0.70072403 0.45861712 0.40819804 0.51673846 0.32924991] [ 0.40922454 0.47698133 0.54649965 0.76192591 0.49496945] [ 0.44738807 0.41436423 0.48540841 0.60008578 0.51021488] [ 0.28964554 0.47033999 0.65327703 0.65588593 0.43913359] [ 0.83287765 0.37541102 0.67655578 0.22097854 0.42474473] [ 0.77778463 0.39236299 0.44927141 0.27334571 0.34695458] [ 0.54753247 0.36617041 0.58342127 0.42315585 0.54052931] [ 0.31445147 0.57245526 0.44132199 0.71577667 0.48977325] [ 0.88884361 0.35095765 0.46196509 0.2012702 0.4084173 ] [ 0.76746295 0.42790161 0.54990235 0.42950988 0.37536756] [ 0.43833045 0.4337181 0.58389387 0.71298354 0.44440828] [ 0.28379001 0.52295414 0.4300709 0.67391429 0.48491412] [ 0.58365137 0.58115935 0.47998858 0.59032118 0.46830653] [ 0.39219161 0.44029756 0.48620853 0.64420011 0.33337646] [ 0.11972849 0.5431545 0.4208248 0.90340666 0.55790889] [ 0.27064259 0.62798943 0.34077105 0.82064042 0.4750279 ] [ 0.44314781 0.35295543 0.55279896 0.54249315 0.43443312] [ 0.56638841 0.43187386 0.58685824 0.67784754 0.37052181] [ 0.24032301 0.48034808 0.44155944 0.58401152 0.75730631] [ 0.57846833 0.67527885 0.35199176 0.65338269 0.37102137] [ 0.81093667 0.36685028 0.57116697 0.21819267 0.38849569] [ 0.43522848 0.44199623 0.52144867 0.57493315 0.37925847] [ 0.50893265 0.51169128 0.47623822 0.78184375 0.52949843] [ 0.59336865 0.46146419 0.52397958 0.43310933 0.50351989] [ 0.40574353 0.53657802 0.48392111 0.48740618 0.58805711] [ 0.22458391 0.62565451 0.45549851 0.76756007 0.5397473 ] [ 0.29798451 0.54337439 0.3756187 0.64675722 0.52273161] [ 0.4959891 0.4347371 0.37708609 0.67579939 0.50058752] [ 0.72939114 0.53224616 0.49108534 0.41884339 0.39799875] [ 0.45552999 0.48252404 0.52535771 0.70502986 0.4257042 ] [ 0.6870615 0.53515412 0.51224603 0.31883385 0.45547351] [ 0.78886251 0.4843206 0.4627021 0.34680234 0.37775249] [ 0.55777925 0.46889536 0.49600528 0.58546244 0.41682577] [ 0.87792406 0.3889515 0.58875126 0.18020884 0.4395349 ] [ 0.71909484 0.37619798 0.51410735 0.36542529 0.37676339] Progress: 16.2% ... Training loss: 0.677 ... Validation loss: 1.219[ 0.52512738 0.4164893 0.47175614 0.53935539 0.28322083] [ 0.2641987 0.52668412 0.50731737 0.78327675 0.54269775] [ 0.64290755 0.29762743 0.51569134 0.58329217 0.37506244] [ 0.43061013 0.58539885 0.54149995 0.5790435 0.60472767] [ 0.72305717 0.32005497 0.39904186 0.26117127 0.37822841] [ 0.51291453 0.35264863 0.56048749 0.59266287 0.35621659] [ 0.09482763 0.60059071 0.38490486 0.93805943 0.43650538] [ 0.28496284 0.60316475 0.4357887 0.78421526 0.45277039] [ 0.38875495 0.41346669 0.62023946 0.46013476 0.54323794] [ 0.38188498 0.59559478 0.40981438 0.67655167 0.50841902] [ 0.74826037 0.4221449 0.41509435 0.29867634 0.36030068] [ 0.18289484 0.66251989 0.30056124 0.78705235 0.49212705] [ 0.74414099 0.44840879 0.63566954 0.18853371 0.52013756] [ 0.28041149 0.39734859 0.64246196 0.73146739 0.47456814] [ 0.74966337 0.31307 0.70330223 0.24459728 0.35631261] [ 0.56120068 0.66841951 0.40416105 0.62792535 0.38458142] [ 0.2635312 0.58181988 0.40441135 0.54268655 0.65255675] [ 0.74003227 0.39381903 0.56797178 0.23629043 0.4231424 ] [ 0.4436778 0.49771905 0.47304549 0.57442548 0.52145106] [ 0.62298508 0.56980819 0.56397738 0.35476626 0.55752744] [ 0.76250687 0.3629553 0.43551604 0.18397454 0.34100207] [ 0.31887975 0.56153214 0.58492977 0.67267635 0.56426894] [ 0.54836453 0.52757381 0.47660393 0.32198533 0.32632945] [ 0.72190682 0.34622104 0.53083741 0.29518043 0.35296657] [ 0.25647728 0.69133568 0.44812542 0.78121849 0.48844668] [ 0.73480473 0.48544021 0.44700451 0.38677403 0.38211994] [ 0.19338322 0.64095001 0.47599765 0.76635061 0.47011072] [ 0.5137036 0.39018202 0.61047696 0.45738864 0.65087505] [ 0.63954515 0.52515273 0.47550231 0.41687084 0.57506854] [ 0.22929328 0.64993455 0.36300359 0.77575473 0.47268239] [ 0.59750161 0.49030593 0.51290389 0.55503383 0.35751555] [ 0.19404047 0.47566578 0.55834405 0.90187127 0.58981495] [ 0.69280476 0.4897025 0.36628288 0.5055533 0.30302111] [ 0.44650795 0.45293626 0.48013638 0.80808834 0.46802228] [ 0.14843954 0.4673622 0.36842115 0.91842637 0.47424529] [ 0.38366733 0.55951843 0.5493048 0.5928199 0.50920424] [ 0.30478513 0.54830918 0.5548683 0.8019382 0.38278593] [ 0.48627392 0.4406568 0.49023891 0.72001431 0.3377255 ] [ 0.38894187 0.48102577 0.46876058 0.80996173 0.37730051] [ 0.81934078 0.47767627 0.51573754 0.2089628 0.38452059] [ 0.47672052 0.54811711 0.46975415 0.61488079 0.41706837] [ 0.77403286 0.48820131 0.3106905 0.39353141 0.31041939] [ 0.45218665 0.40995111 0.44340549 0.69048574 0.54785588] [ 0.73522501 0.47480891 0.47602389 0.16995107 0.48284303] [ 0.77644501 0.37421416 0.66870712 0.19424344 0.44041772] [ 0.15008692 0.68272041 0.44893496 0.77632834 0.4949488 ] [ 0.613978 0.46145832 0.37756961 0.49583973 0.55221797] [ 0.63225298 0.45709865 0.47430713 0.4206035 0.48539176] [ 0.73244263 0.4200905 0.47586859 0.27872347 0.46772684] [ 0.51199244 0.40884397 0.5799494 0.71604007 0.30755443] [ 0.78873128 0.46193026 0.50033626 0.39562325 0.43330268] [ 0.64985305 0.42452316 0.61459524 0.27542506 0.53421442] [ 0.76707672 0.56422912 0.36162634 0.50429169 0.33304233] [ 0.80043133 0.39459834 0.42558344 0.47349219 0.38929003] [ 0.63800207 0.6406616 0.41556521 0.51613306 0.5164868 ] [ 0.14843954 0.4673622 0.36842115 0.91842637 0.47424529] [ 0.19505717 0.68941924 0.34868135 0.77205211 0.58664287] [ 0.22275036 0.54568027 0.34007376 0.73496182 0.41842666] [ 0.51042625 0.4456421 0.46950096 0.72903896 0.40819298] [ 0.40554553 0.4880209 0.34806354 0.77669432 0.37842164] [ 0.56989232 0.53006659 0.25864824 0.62185029 0.37885165] [ 0.86306687 0.51184392 0.60371682 0.20719991 0.38992562] [ 0.55476018 0.53078197 0.50157671 0.47719015 0.60714457] [ 0.68085126 0.33939692 0.59096409 0.30185705 0.40283939] [ 0.44344535 0.4924875 0.62568296 0.73407075 0.41314059] [ 0.32424668 0.44525931 0.59075482 0.79210785 0.49749634] [ 0.7683701 0.37008713 0.46943626 0.29592272 0.37689604] [ 0.56011234 0.4915797 0.51131515 0.3868113 0.38163976] [ 0.67206602 0.47098388 0.5319275 0.30571729 0.35997159] [ 0.79449816 0.34278446 0.52912838 0.24692234 0.42958408] [ 0.30017309 0.59426495 0.46002882 0.71233676 0.55252551] [ 0.44270992 0.4893505 0.55638695 0.73880937 0.35665284] [ 0.38854188 0.50955266 0.45365048 0.72829489 0.50828971] [ 0.24695593 0.42812241 0.52257088 0.76374057 0.45583329] [ 0.31952909 0.42121345 0.51663156 0.69079293 0.50632103] [ 0.43748046 0.43129228 0.51336819 0.738093 0.35389594] [ 0.83675958 0.39762852 0.51250398 0.24653728 0.40057822] [ 0.52873119 0.62600745 0.41105714 0.66468845 0.39724073] [ 0.51749223 0.26064733 0.52767347 0.40567595 0.5072502 ] [ 0.67288728 0.40645204 0.58727378 0.32449689 0.4085952 ] [ 0.66694915 0.5816655 0.49504272 0.49400016 0.48275814] [ 0.74084718 0.4753494 0.52789758 0.24569556 0.46386459] [ 0.7187545 0.39935933 0.51585355 0.39574263 0.33154349] [ 0.74425681 0.29049609 0.60621353 0.21827087 0.38216621] [ 0.21929877 0.51974272 0.58344599 0.77581036 0.44257301] [ 0.59631867 0.53786948 0.40234773 0.54733779 0.50686128] [ 0.31191165 0.48562274 0.4553178 0.65633217 0.42361255] [ 0.34670724 0.39843714 0.49058454 0.66422505 0.48863624] [ 0.66570686 0.36040218 0.50376807 0.37800915 0.488711 ] [ 0.10736345 0.53712085 0.43076201 0.88501025 0.41534502] [ 0.63250073 0.50386936 0.46806756 0.35278055 0.46963028] [ 0.89341381 0.37665436 0.60909404 0.31198064 0.42466108] [ 0.75769813 0.44262425 0.42435515 0.36093775 0.33691434] [ 0.35115497 0.65288295 0.52254912 0.79578488 0.55082403] [ 0.50236655 0.48636884 0.53533132 0.55435119 0.42786675] [ 0.58211417 0.51073212 0.53429709 0.36037414 0.49186333] [ 0.51199244 0.40884397 0.5799494 0.71604007 0.30755443] [ 0.51668835 0.38278064 0.5003128 0.74705826 0.46055014] [ 0.12940204 0.43703777 0.43332337 0.88224913 0.51246894] [ 0.16119818 0.53163563 0.51782035 0.78630209 0.66856758] [ 0.35275871 0.58427749 0.42081751 0.71762722 0.40663894] [ 0.24152602 0.63801209 0.47973436 0.8259284 0.46217757] [ 0.83551487 0.4116153 0.53151509 0.41162256 0.34799991] [ 0.66889009 0.32867337 0.52998601 0.31313342 0.43858048] [ 0.8396316 0.35471581 0.53485344 0.20171991 0.43222348] [ 0.26934926 0.63354658 0.33483391 0.81613978 0.36722264] [ 0.50301658 0.38473518 0.59864684 0.51532667 0.39460159] [ 0.64311403 0.56179056 0.54468565 0.60118205 0.52808718] [ 0.52592326 0.39879657 0.54468435 0.6337159 0.40592335] [ 0.71506888 0.34259629 0.50395203 0.2229048 0.36864521] [ 0.78144071 0.41050379 0.55071656 0.24454461 0.39319481] [ 0.85837307 0.28808399 0.58205944 0.08002213 0.33388818] [ 0.79649953 0.49370322 0.4596414 0.34078722 0.2301148 ] [ 0.63457874 0.53163011 0.42883947 0.48458493 0.35208468] [ 0.2965672 0.52203915 0.47172183 0.48749228 0.5435177 ] [ 0.67966813 0.37548637 0.51702486 0.41232332 0.43733043] [ 0.25886963 0.54617102 0.37023843 0.74895202 0.4983303 ] [ 0.50069926 0.3888989 0.34331121 0.644198 0.49880342] [ 0.5273288 0.37693243 0.49487384 0.48425893 0.39950035] [ 0.51942664 0.5385848 0.30653249 0.54247185 0.39779832] [ 0.78594743 0.31671572 0.6102734 0.24362268 0.42510931] [ 0.630453 0.48033996 0.33956894 0.72998859 0.39270348] [ 0.59061086 0.43794933 0.37765491 0.48325671 0.57666236] [ 0.55514114 0.55352803 0.41334345 0.39548984 0.54638169] [ 0.40181925 0.45024096 0.5286053 0.65062667 0.36903039] [ 0.63130414 0.38537998 0.46314761 0.32974778 0.44846661] [ 0.68295674 0.42226316 0.50011139 0.42241688 0.36771518] [ 0.64273345 0.44107762 0.60892342 0.45286077 0.55911652] Progress: 16.2% ... Training loss: 0.677 ... Validation loss: 1.224[ 0.49632995 0.46842767 0.5219869 0.30254678 0.41434133] [ 0.30796245 0.54213997 0.45708341 0.7038756 0.67361693] [ 0.33826105 0.45462496 0.53498973 0.56271928 0.57790939] [ 0.10767959 0.35058239 0.55118315 0.86915716 0.58689845] [ 0.77409124 0.37992439 0.68051355 0.32736961 0.43354945] [ 0.14866857 0.59881205 0.52832627 0.84510751 0.56261268] [ 0.49000867 0.47634885 0.40684544 0.53563445 0.42978076] [ 0.63030779 0.38732869 0.47624484 0.43732572 0.44647125] [ 0.59383496 0.50030402 0.54236356 0.36894757 0.33585275] [ 0.83717834 0.38203851 0.58163537 0.22503781 0.41927687] [ 0.6574655 0.43306125 0.52895415 0.43292726 0.41311571] [ 0.3755149 0.61370293 0.42740823 0.58345916 0.55392696] [ 0.33363856 0.59594277 0.38423482 0.71581537 0.44742451] [ 0.46405563 0.58468082 0.58150534 0.52737973 0.4478984 ] [ 0.30847491 0.53295058 0.42590636 0.68492364 0.57416938] [ 0.79419535 0.50054158 0.3973126 0.31412152 0.33078537] [ 0.73057463 0.57603351 0.4706264 0.42722875 0.36702202] [ 0.47903975 0.46028336 0.52384124 0.66072643 0.33627519] [ 0.75137494 0.39751057 0.41342992 0.34985515 0.39205648] [ 0.61515315 0.46220526 0.57865616 0.47402013 0.4250386 ] [ 0.43619642 0.4968077 0.36344338 0.65851297 0.40011916] [ 0.25705547 0.69111216 0.44822641 0.78097665 0.48835648] [ 0.50996462 0.58459684 0.36671067 0.49588741 0.53141913] [ 0.84921911 0.3395428 0.59948279 0.2473401 0.38531682] [ 0.21574601 0.4104043 0.38869769 0.77895248 0.47361419] [ 0.84174449 0.35003489 0.67574839 0.21123255 0.44368976] [ 0.21468875 0.7049372 0.34163953 0.87271447 0.38541993] [ 0.34996638 0.51066351 0.30984112 0.83483402 0.47682984] [ 0.45917478 0.59760641 0.29476044 0.44178078 0.46123703] [ 0.78553846 0.48694663 0.30897981 0.33402738 0.37628934] [ 0.25127982 0.56979985 0.45286104 0.70842815 0.63718771] [ 0.54021211 0.52332916 0.48374841 0.43753884 0.38694747] [ 0.38347323 0.5835459 0.2673601 0.66046068 0.4364338 ] [ 0.41282573 0.51067634 0.52073822 0.66425598 0.50005835] [ 0.66235129 0.54135337 0.49311346 0.41949563 0.34532422] [ 0.44112689 0.45866596 0.57918688 0.58114576 0.40793128] [ 0.58518712 0.53098371 0.43131573 0.47639009 0.43424233] [ 0.44788117 0.43779137 0.49018643 0.81131704 0.46553893] [ 0.5064164 0.47443379 0.50263676 0.77827244 0.44092753] [ 0.28964897 0.54617631 0.34933991 0.79567533 0.47401117] [ 0.21631797 0.67348598 0.42663427 0.86194304 0.62870969] [ 0.66917854 0.47292028 0.47237325 0.52384226 0.51094898] [ 0.39060692 0.45035578 0.54970714 0.64429145 0.43166486] [ 0.67694526 0.62530555 0.40205296 0.37079887 0.36842357] [ 0.5768745 0.41826124 0.52629778 0.48755734 0.45173901] [ 0.48864662 0.40363219 0.53500317 0.61709342 0.43109769] [ 0.2908477 0.57061306 0.50390046 0.81822017 0.47809075] [ 0.49057572 0.41511137 0.54083499 0.54276737 0.33214226] [ 0.58800166 0.51937486 0.49545653 0.52172445 0.49923477] [ 0.64409818 0.46648154 0.56431004 0.41313015 0.60973023] [ 0.38645577 0.41448389 0.49941987 0.80792535 0.4458844 ] [ 0.50083317 0.57243864 0.45116982 0.47753402 0.33747844] [ 0.32913678 0.64863288 0.36816551 0.71588903 0.42096623] [ 0.25709605 0.61475662 0.36858501 0.85424738 0.56592296] [ 0.42281277 0.48874376 0.5086364 0.40413079 0.47733702] [ 0.25822213 0.50938392 0.50172566 0.84117637 0.48496763] [ 0.23140888 0.5015942 0.49017397 0.78924875 0.38373545] [ 0.70533275 0.44345226 0.54813466 0.31073401 0.33767591] [ 0.43560177 0.51179931 0.51343764 0.53901923 0.6322765 ] [ 0.85318139 0.29638286 0.58727689 0.10722633 0.34440388] [ 0.22855284 0.61863681 0.43568723 0.78451106 0.59651624] [ 0.13722231 0.58335912 0.38020621 0.89944247 0.48584079] [ 0.28901354 0.57361314 0.52025954 0.58838901 0.4268066 ] [ 0.64191694 0.59832539 0.49053288 0.60187446 0.39860167] [ 0.58928149 0.42264733 0.44845069 0.44739389 0.46926 ] [ 0.69706121 0.48586034 0.52737619 0.57957762 0.32774804] [ 0.35420178 0.51362703 0.41050604 0.71813568 0.37341637] [ 0.62174192 0.54906426 0.40780493 0.37127769 0.38500032] [ 0.75471231 0.36034549 0.42451695 0.22535606 0.30156774] [ 0.13095778 0.54667643 0.47579125 0.86717518 0.55198058] [ 0.78343589 0.31471984 0.57375141 0.23022657 0.40030632] [ 0.32086056 0.52560739 0.59912855 0.64131582 0.5619289 ] [ 0.6739588 0.56950289 0.50322352 0.52424841 0.33414885] [ 0.86634721 0.3162721 0.53507154 0.17312785 0.36635505] [ 0.07533711 0.53982079 0.54809591 0.93932773 0.5490262 ] [ 0.75407111 0.44983319 0.51684487 0.39269012 0.46493565] [ 0.57624119 0.41120888 0.51669405 0.49662048 0.54853604] [ 0.40443055 0.48416146 0.46216064 0.59510933 0.38728688] [ 0.35116897 0.57527544 0.49701628 0.77386802 0.50637829] [ 0.76170188 0.32351392 0.47863759 0.41734268 0.41710786] [ 0.55937475 0.4782372 0.36148622 0.45860945 0.35242656] [ 0.67795777 0.56136014 0.45613905 0.56051554 0.33411389] [ 0.76229832 0.47382108 0.66965434 0.25681659 0.44177548] [ 0.11358562 0.60372211 0.41757703 0.90130978 0.42003509] [ 0.5398857 0.52560672 0.55792292 0.45692038 0.33476935] [ 0.56070308 0.57356166 0.48575272 0.6060048 0.44196684] [ 0.36014451 0.48356454 0.47404892 0.64270163 0.61325836] [ 0.53402199 0.51071934 0.60003345 0.39185087 0.44878578] [ 0.65047756 0.44708913 0.60146982 0.54944954 0.44990358] [ 0.66603248 0.53313219 0.42298901 0.41768516 0.34001692] [ 0.83113514 0.38421452 0.55476744 0.17758094 0.40214888] [ 0.21867323 0.45546637 0.46959917 0.82887162 0.51531936] [ 0.67384836 0.52155719 0.35503457 0.62379753 0.44317922] [ 0.59791079 0.45777208 0.54835605 0.32976269 0.53105505] [ 0.5926998 0.4964533 0.3938886 0.41910587 0.35164084] [ 0.67898235 0.48720409 0.38264947 0.37679459 0.3577032 ] [ 0.12635196 0.58413115 0.44250749 0.91089 0.57748191] [ 0.85348323 0.50065359 0.56821981 0.31104243 0.40077709] [ 0.62316609 0.50411375 0.3493229 0.44711952 0.36661741] [ 0.58892164 0.52958236 0.49786728 0.29023976 0.37020586] [ 0.76059538 0.34616534 0.39825747 0.19940689 0.2928397 ] [ 0.22983241 0.65469192 0.31517446 0.83537743 0.55482086] [ 0.80018717 0.29964612 0.59845869 0.15567893 0.35117969] [ 0.77052257 0.43535695 0.51658817 0.3428567 0.41857867] [ 0.21739243 0.61157327 0.44143654 0.84142852 0.45929198] [ 0.80484935 0.36954065 0.4379951 0.24441598 0.33760019] [ 0.38560212 0.48513424 0.60640626 0.71873685 0.50812847] [ 0.60296795 0.53717354 0.49454531 0.33922241 0.55972947] [ 0.74798667 0.41606111 0.42431343 0.39024201 0.35019965] [ 0.37393095 0.62224367 0.37586527 0.68098563 0.49508673] [ 0.46587513 0.55595158 0.45382091 0.61961762 0.47757971] [ 0.67214603 0.3441294 0.54357378 0.36298279 0.47190911] [ 0.37276947 0.64811899 0.37039765 0.83355219 0.54462264] [ 0.76905734 0.40141393 0.41465388 0.31277846 0.3600865 ] [ 0.41776753 0.48003223 0.45748176 0.84511452 0.4643444 ] [ 0.67030339 0.45960724 0.54775635 0.57094312 0.53276715] [ 0.20990828 0.68598807 0.44667173 0.82372313 0.38706706] [ 0.63512927 0.37914283 0.54756269 0.39185261 0.4433944 ] [ 0.66533432 0.3504898 0.63575805 0.31329735 0.41407711] [ 0.48401444 0.49991301 0.56626817 0.54431587 0.32171587] [ 0.47919568 0.51954166 0.50082765 0.59201239 0.45998872] [ 0.24617803 0.66780177 0.40026361 0.84240246 0.5056533 ] [ 0.61556234 0.36722153 0.63368959 0.40112881 0.34285323] [ 0.2340054 0.54668145 0.39728474 0.73160331 0.48391589] [ 0.08960458 0.53491646 0.49829029 0.86507087 0.50021486] [ 0.62817714 0.5750078 0.51201061 0.41847748 0.51351287] [ 0.15768817 0.47227888 0.56312297 0.70098336 0.57480426] [ 0.38739578 0.46820949 0.52228906 0.53790941 0.51032343] Progress: 16.3% ... Training loss: 0.676 ... Validation loss: 1.215[ 0.439172 0.4211807 0.45148511 0.67468967 0.492909 ] [ 0.73067664 0.47636005 0.52503934 0.32822522 0.41871216] [ 0.3646524 0.52248078 0.57973895 0.75261793 0.50234981] [ 0.67538374 0.51452045 0.43344203 0.33858956 0.45220714] [ 0.7112221 0.5478261 0.42556656 0.55363064 0.4478347 ] [ 0.86142762 0.38162808 0.49917904 0.14751213 0.36192337] [ 0.69445327 0.44593309 0.48613297 0.36571899 0.47292731] [ 0.73664301 0.42470785 0.57242405 0.24538023 0.51705917] [ 0.49978013 0.44340214 0.64103329 0.67076084 0.37704819] [ 0.27880706 0.43924852 0.51596889 0.70193099 0.35228106] [ 0.79020823 0.42672462 0.64204791 0.23174941 0.40519667] [ 0.34118349 0.49904577 0.45492669 0.58514401 0.61845853] [ 0.32749186 0.51524471 0.51552998 0.63187032 0.61313748] [ 0.2318008 0.66716159 0.26242955 0.84969368 0.42208799] [ 0.41259397 0.50444141 0.44526882 0.6645708 0.45003274] [ 0.28969475 0.61082721 0.2971525 0.69774206 0.49065127] [ 0.4460547 0.54283333 0.44170633 0.68401214 0.443345 ] [ 0.61631915 0.38330656 0.47623457 0.50999354 0.53284507] [ 0.58972358 0.45663282 0.54194313 0.27686562 0.49839687] [ 0.50478114 0.58647479 0.60058779 0.54991372 0.46960862] [ 0.20492795 0.52618519 0.39085128 0.79426798 0.45038456] [ 0.56825305 0.53250585 0.48581621 0.47771907 0.38313343] [ 0.38989304 0.68755039 0.42408252 0.65224892 0.46790034] [ 0.31104594 0.75461172 0.28807927 0.83852145 0.48738 ] [ 0.21246422 0.64538136 0.35308133 0.69302294 0.47065546] [ 0.67281764 0.35428303 0.51766285 0.30011285 0.47025122] [ 0.83341541 0.34813521 0.51365983 0.3644129 0.50466882] [ 0.78589879 0.35141602 0.52123013 0.25278829 0.36837214] [ 0.51828015 0.39569651 0.48183424 0.67513206 0.52962212] [ 0.33485731 0.44289899 0.60928703 0.8082315 0.49220577] [ 0.75346344 0.3571736 0.36711002 0.24079348 0.30605337] [ 0.23072342 0.48194722 0.31592656 0.84149086 0.49396608] [ 0.52282036 0.61824678 0.35124942 0.42897672 0.36640656] [ 0.2803918 0.56008134 0.30572692 0.74262179 0.37412507] [ 0.39761383 0.50736916 0.40856684 0.83060998 0.39207656] [ 0.45024506 0.3508323 0.74836931 0.57465044 0.43790439] [ 0.69327757 0.52658379 0.41044746 0.32341749 0.36514901] [ 0.16178134 0.472876 0.42060759 0.73911418 0.58401222] [ 0.49844607 0.57918825 0.62505678 0.53675796 0.58609422] [ 0.09494018 0.60038312 0.45124096 0.91308383 0.52191794] [ 0.72161172 0.45213237 0.40168721 0.51426035 0.49650572] [ 0.14101461 0.52334327 0.41934988 0.86129952 0.62755726] [ 0.72217106 0.46393619 0.52890987 0.45202611 0.4692473 ] [ 0.2896863 0.56149753 0.51778601 0.82114626 0.48323917] [ 0.77914232 0.47710235 0.50056817 0.2500378 0.41315637] [ 0.58475423 0.43539705 0.47032539 0.43531263 0.41350033] [ 0.75246666 0.24726222 0.41606979 0.22892495 0.46534904] [ 0.07855137 0.54950832 0.60775398 0.90909382 0.73806016] [ 0.34344098 0.52954348 0.55694532 0.80500279 0.56126517] [ 0.61772683 0.58383875 0.35142435 0.68892597 0.45889774] [ 0.61452195 0.44690439 0.39482318 0.50202085 0.35891694] [ 0.36458927 0.5592962 0.45333754 0.70007706 0.35784472] [ 0.55756342 0.450509 0.45950821 0.46501051 0.47145467] [ 0.57986532 0.35780996 0.65131169 0.54438373 0.32188435] [ 0.66173715 0.52156586 0.49638876 0.4554386 0.37192672] [ 0.41459073 0.61050258 0.31882719 0.57236431 0.35048187] [ 0.71876111 0.48306347 0.56463617 0.51692656 0.41730623] [ 0.55659114 0.62303461 0.55926113 0.59023093 0.53404672] [ 0.55678913 0.3314552 0.67374638 0.5119909 0.42355579] [ 0.42082635 0.50423219 0.4452105 0.77774297 0.53496332] [ 0.91959132 0.34400531 0.52214851 0.16593207 0.40086324] [ 0.50685112 0.46218246 0.54587922 0.39672717 0.61489047] [ 0.65221292 0.46607818 0.33343941 0.63389019 0.36993795] [ 0.22248464 0.48449492 0.63344822 0.81209064 0.55401077] [ 0.53146664 0.57121367 0.44673858 0.61217971 0.59764492] [ 0.39069479 0.64020799 0.38209514 0.72873537 0.34000583] [ 0.39517897 0.39024785 0.48127672 0.68735602 0.49144032] [ 0.43803572 0.32040087 0.51399254 0.61018889 0.44533249] [ 0.64899083 0.53348386 0.47615108 0.4426042 0.40751062] [ 0.44919497 0.44018538 0.48914159 0.62508412 0.62964912] [ 0.15630609 0.58764029 0.42716408 0.9087044 0.50427018] [ 0.68255892 0.51967418 0.4371453 0.34349216 0.50318644] [ 0.79325611 0.33198988 0.42436331 0.44719422 0.33384113] [ 0.17100651 0.53032783 0.4558032 0.68828462 0.51492323] [ 0.44783729 0.52020279 0.53720898 0.73287351 0.45679736] [ 0.44952981 0.59546812 0.44427659 0.78956443 0.52543404] [ 0.24275167 0.57643128 0.55491785 0.80292151 0.40747959] [ 0.69617251 0.5521675 0.57375851 0.40968256 0.46303577] [ 0.55175789 0.51354661 0.49351893 0.57609274 0.35109665] [ 0.65356111 0.42152285 0.42424352 0.45053994 0.382435 ] [ 0.27129601 0.66017715 0.26008189 0.76601167 0.46460081] [ 0.49380398 0.57706248 0.54774791 0.74744366 0.46170962] [ 0.29217529 0.59639444 0.45992439 0.76439433 0.61460841] [ 0.18662371 0.60910966 0.43310134 0.87034665 0.51874479] [ 0.85355456 0.35361633 0.53197154 0.16480873 0.2966797 ] [ 0.32745051 0.69616955 0.29503152 0.69220375 0.45179675] [ 0.43329964 0.54363273 0.54693827 0.65099087 0.34772195] [ 0.8726429 0.35595329 0.6170632 0.14158966 0.3892529 ] [ 0.74847908 0.38216341 0.55168809 0.32884835 0.39786359] [ 0.56651879 0.47574137 0.5137447 0.46912139 0.52261451] [ 0.47323912 0.5076379 0.55560105 0.75236908 0.44661585] [ 0.32670035 0.42122641 0.58983943 0.70073842 0.52233803] [ 0.38962544 0.52565674 0.44920121 0.68699888 0.36146592] [ 0.21290552 0.5402565 0.45041126 0.85224618 0.46975587] [ 0.30962364 0.584039 0.35343061 0.71308948 0.44030621] [ 0.69352157 0.3661234 0.54928554 0.36624014 0.50001307] [ 0.67638 0.45860274 0.38890286 0.37822927 0.31572409] [ 0.63859014 0.42299143 0.55085486 0.45784203 0.47726573] [ 0.41426665 0.49261787 0.44373634 0.65837139 0.33899899] [ 0.15331211 0.6929965 0.33839769 0.81810699 0.48873851] [ 0.88527177 0.34966997 0.56941128 0.11296164 0.30978167] [ 0.15785501 0.48866236 0.4006409 0.85636728 0.46536764] [ 0.55465481 0.48253135 0.57335493 0.73285722 0.28384252] [ 0.34816093 0.55837801 0.44578208 0.73928702 0.64300734] [ 0.40064675 0.34866701 0.50707596 0.71141244 0.47553671] [ 0.39542104 0.4105752 0.39415863 0.80801429 0.39207107] [ 0.13606927 0.55872007 0.40017114 0.9067718 0.45649082] [ 0.68982958 0.43982783 0.53868017 0.321185 0.47650442] [ 0.28113584 0.52477744 0.49878714 0.74983085 0.60039759] [ 0.78589879 0.35141602 0.52123013 0.25278829 0.36837214] [ 0.75540259 0.31601148 0.70969995 0.30926964 0.43486116] [ 0.87163952 0.37440436 0.61435009 0.14052762 0.31663124] [ 0.64491612 0.55095566 0.37471806 0.43466139 0.38540879] [ 0.64054571 0.44159295 0.42039596 0.39656732 0.43436939] [ 0.50016477 0.39696758 0.43287201 0.55291721 0.45834158] [ 0.22720042 0.45747482 0.60822026 0.81940641 0.56862272] [ 0.20090243 0.67320534 0.43729471 0.72491494 0.39295364] [ 0.39256085 0.44033832 0.48618375 0.64423861 0.33338967] [ 0.73113751 0.55108745 0.33624267 0.60163207 0.42653803] [ 0.38980381 0.48238022 0.41724 0.6144392 0.36069952] [ 0.8109883 0.36945491 0.67255172 0.2515762 0.40101028] [ 0.79545324 0.38378439 0.5147092 0.25079122 0.30172145] [ 0.71515511 0.41251901 0.58495783 0.3973859 0.4375097 ] [ 0.46888181 0.52660956 0.50907269 0.56652361 0.38008523] [ 0.42086472 0.48033184 0.4229922 0.76144063 0.33179926] [ 0.39076482 0.45993423 0.56264039 0.67832957 0.35922887] [ 0.46022014 0.42154368 0.58643578 0.67802267 0.41226054] [ 0.31979993 0.65209081 0.60471942 0.68250895 0.49537981] Progress: 16.4% ... Training loss: 0.675 ... Validation loss: 1.211[ 0.80664117 0.32063012 0.46146506 0.24428614 0.34800534] [ 0.66498233 0.40671732 0.53877117 0.41385896 0.37561926] [ 0.62677203 0.54656587 0.42241935 0.46564752 0.34828498] [ 0.62456132 0.59126237 0.450691 0.48033094 0.55517656] [ 0.68049043 0.49913159 0.33585051 0.52304214 0.37449082] [ 0.342275 0.53072926 0.5378919 0.67833704 0.67510565] [ 0.55611505 0.4392157 0.46091517 0.65005361 0.44513109] [ 0.64998493 0.37303425 0.51959525 0.306422 0.39516868] [ 0.46377071 0.44119217 0.52691782 0.71938771 0.35617667] [ 0.5270445 0.49226306 0.3779763 0.55674602 0.34392988] [ 0.5942412 0.47605564 0.59131894 0.56737848 0.44699866] [ 0.18041165 0.46003596 0.52812388 0.80913802 0.50839193] [ 0.24720755 0.56787356 0.56958266 0.80785786 0.5490753 ] [ 0.56076818 0.39042141 0.40488497 0.48863756 0.51150166] [ 0.27116741 0.4908282 0.56188572 0.77296362 0.51741151] [ 0.59049251 0.38824706 0.50035508 0.26185821 0.54738065] [ 0.39458639 0.49909768 0.50382702 0.72255169 0.35720157] [ 0.55568507 0.34297624 0.588827 0.37709789 0.54098369] [ 0.42983577 0.61712022 0.43191973 0.68290503 0.50236216] [ 0.34393114 0.42010631 0.44606397 0.8295684 0.40107956] [ 0.36543701 0.54691828 0.3658478 0.60333502 0.44056717] [ 0.64924339 0.55493292 0.51124876 0.362366 0.53173956] [ 0.13841427 0.58091376 0.45608099 0.92167534 0.54576036] [ 0.6621632 0.3717978 0.64842344 0.29902631 0.46824976] [ 0.775248 0.47650005 0.55349295 0.39600753 0.39536282] [ 0.70050596 0.40481958 0.47597442 0.36635535 0.36236227] [ 0.61657963 0.40621985 0.60232999 0.26231332 0.49483624] [ 0.15393977 0.5903942 0.44694272 0.91747349 0.58919769] [ 0.2896193 0.46988446 0.58609137 0.66816471 0.498018 ] [ 0.49285801 0.5673124 0.35375062 0.60214788 0.2937664 ] [ 0.57176602 0.49497698 0.48693881 0.53451839 0.32345091] [ 0.59006456 0.56563392 0.42422196 0.66898415 0.52623689] [ 0.62768864 0.43745607 0.49807777 0.22788705 0.39614045] [ 0.74924056 0.37622582 0.44226631 0.32668993 0.33822399] [ 0.5720109 0.54247375 0.44811203 0.44277533 0.32676907] [ 0.61278236 0.34749648 0.51127758 0.5620763 0.30315217] [ 0.46759458 0.42053613 0.44179838 0.53389756 0.41766667] [ 0.78154645 0.48477032 0.4472975 0.33842919 0.33529357] [ 0.69295315 0.34935588 0.68725102 0.31812347 0.4847359 ] [ 0.59375135 0.368893 0.62584987 0.51176468 0.30912782] [ 0.74909885 0.36542516 0.56965885 0.36058279 0.37016527] [ 0.7661868 0.36000524 0.53019999 0.27516634 0.4430377 ] [ 0.22989943 0.4827604 0.3156526 0.84177488 0.49429994] [ 0.85507126 0.39539191 0.5065692 0.21006219 0.33595736] [ 0.59754285 0.36123298 0.59927379 0.51192501 0.4254243 ] [ 0.29510699 0.4302758 0.42969572 0.71933488 0.5261372 ] [ 0.70331254 0.35842978 0.59237952 0.36580803 0.42607135] [ 0.37000966 0.53691005 0.48972094 0.47059703 0.5771631 ] [ 0.75408135 0.54226175 0.42498093 0.45895622 0.40891261] [ 0.63721047 0.2860062 0.59310337 0.31026564 0.47010225] [ 0.27182624 0.66890379 0.34094137 0.74248814 0.50044879] [ 0.45964131 0.63686343 0.49789146 0.43619121 0.65093769] [ 0.58443182 0.46906374 0.6239838 0.3913445 0.47308263] [ 0.31197136 0.53852972 0.47725245 0.87729098 0.42003819] [ 0.77267471 0.44955387 0.54008655 0.4455857 0.30822842] [ 0.19329137 0.61966877 0.46710913 0.7729365 0.48389052] [ 0.27045802 0.59696958 0.58064782 0.81066198 0.48002194] [ 0.4226639 0.48533584 0.50972363 0.68114377 0.39757089] [ 0.82372344 0.44124918 0.57728675 0.1554608 0.4731108 ] [ 0.91631509 0.31615706 0.52298066 0.13605431 0.3350469 ] [ 0.4564249 0.33310881 0.4161924 0.57693507 0.41444932] [ 0.26291128 0.57472102 0.41459256 0.85430745 0.56892926] [ 0.86608301 0.34549631 0.61287095 0.12383722 0.34027184] [ 0.5681021 0.57346697 0.51843641 0.51333433 0.42683474] [ 0.14719349 0.6559405 0.51080781 0.89174847 0.53860243] [ 0.22382785 0.50372734 0.59503988 0.68436615 0.65847664] [ 0.06970209 0.65720912 0.41596007 0.9437639 0.62046405] [ 0.77442162 0.36105879 0.60062202 0.22625054 0.41048509] [ 0.82279809 0.51996627 0.50262249 0.3171668 0.40962252] [ 0.42847415 0.47824942 0.41241822 0.46341719 0.43015687] [ 0.68140064 0.51526159 0.43555546 0.37144783 0.34723488] [ 0.70639544 0.46305345 0.34694663 0.46264863 0.39245163] [ 0.84524512 0.28699318 0.56954312 0.16551243 0.42205722] [ 0.62092229 0.45674742 0.39838953 0.30970172 0.35676149] [ 0.17673787 0.58723636 0.52649343 0.86598595 0.47946454] [ 0.56257474 0.577177 0.43853871 0.54979734 0.38045406] [ 0.79845391 0.46246626 0.55587998 0.31258631 0.40549125] [ 0.66292347 0.33904152 0.63630254 0.35933771 0.36294636] [ 0.68054587 0.39427611 0.51227486 0.41203987 0.27757797] [ 0.10024073 0.64462024 0.49500455 0.8894481 0.50752622] [ 0.37307247 0.50320905 0.46424649 0.58600363 0.40127611] [ 0.85963078 0.38878926 0.55689065 0.10599322 0.4084715 ] [ 0.79848364 0.47964521 0.59188398 0.20620307 0.44210522] [ 0.88864221 0.46110818 0.5042399 0.26725161 0.38435995] [ 0.16520046 0.74485421 0.38514398 0.84556206 0.48023272] [ 0.17198877 0.56036235 0.47029845 0.91066699 0.51875285] [ 0.73499241 0.46040677 0.36217458 0.39864158 0.33311777] [ 0.70550139 0.44898391 0.53508007 0.42542062 0.4207139 ] [ 0.1961391 0.58693431 0.34269651 0.81728501 0.51502959] [ 0.46303704 0.58430285 0.51900998 0.45045989 0.52765324] [ 0.52433621 0.33856795 0.47941277 0.41907221 0.42700184] [ 0.61289126 0.53974338 0.53147405 0.50492151 0.3681609 ] [ 0.46363587 0.45084535 0.5055278 0.50467564 0.41880377] [ 0.79182695 0.49317639 0.51053929 0.4998765 0.38155819] [ 0.13476341 0.61233423 0.38579478 0.89759989 0.42860539] [ 0.63252254 0.5382996 0.54200489 0.49024666 0.52547327] [ 0.34052136 0.59913258 0.41031357 0.592339 0.42890552] [ 0.62211221 0.59702981 0.37978928 0.46125525 0.3250303 ] [ 0.2284647 0.56983711 0.62679157 0.78407982 0.46109028] [ 0.52862565 0.67615043 0.56491792 0.64463392 0.55900216] [ 0.48146685 0.59662928 0.50109577 0.50679889 0.47996679] [ 0.67164036 0.50706977 0.54593707 0.31721596 0.3044018 ] [ 0.79206546 0.50731215 0.48167958 0.30450916 0.49088275] [ 0.52700469 0.35120133 0.65268105 0.61741975 0.44481795] [ 0.26113378 0.65268772 0.33071771 0.76281615 0.48859148] [ 0.8050624 0.35390896 0.53104034 0.39173741 0.45628504] [ 0.12586837 0.58524906 0.44203819 0.91110919 0.57794931] [ 0.65068538 0.59960471 0.3080188 0.48982569 0.313811 ] [ 0.32027526 0.68237415 0.45548846 0.60072067 0.49508299] [ 0.39115902 0.53671651 0.44188298 0.61011434 0.45817502] [ 0.56258937 0.43754953 0.55344492 0.28743335 0.48974387] [ 0.89495875 0.53864324 0.49444588 0.1958672 0.36572515] [ 0.7129307 0.57997295 0.56127653 0.33517783 0.54237938] [ 0.79927508 0.39254277 0.54774977 0.23364557 0.46737872] [ 0.5942399 0.39318086 0.53363733 0.3221858 0.56116166] [ 0.52574429 0.38029348 0.5790823 0.46594258 0.43786073] [ 0.62115191 0.33246923 0.55066738 0.48116428 0.30912861] [ 0.86641587 0.50653194 0.45154666 0.23061904 0.40518603] [ 0.58644256 0.64199843 0.39769681 0.51292004 0.37171762] [ 0.54768377 0.5656582 0.40684348 0.49403474 0.54137755] [ 0.74989351 0.51458089 0.43146062 0.33544533 0.40755011] [ 0.38654518 0.46074846 0.47661482 0.52153117 0.58855303] [ 0.5626169 0.44327035 0.5438812 0.52886884 0.51949024] [ 0.395711 0.57781114 0.30989601 0.71242952 0.37084289] [ 0.70245398 0.4806896 0.53809677 0.22317991 0.55002352] [ 0.14669127 0.46439527 0.49581802 0.8493163 0.5022989 ] [ 0.52947499 0.53426267 0.2931471 0.51451277 0.3984194 ] [ 0.50534647 0.38422528 0.59884595 0.51431412 0.394398 ] Progress: 16.4% ... Training loss: 0.675 ... Validation loss: 1.213[ 0.52545627 0.61116085 0.37222052 0.58310127 0.35505908] [ 0.29101908 0.60259039 0.61811279 0.70677374 0.59392451] [ 0.76342849 0.4600058 0.47133374 0.30929022 0.42488003] [ 0.57064771 0.49556249 0.59212386 0.43269917 0.50158775] [ 0.33085679 0.50146241 0.68350937 0.76994317 0.44378578] [ 0.5647447 0.46436099 0.63431401 0.37377433 0.52091811] [ 0.35433557 0.61547436 0.46229663 0.78784511 0.5101121 ] [ 0.16023269 0.57235269 0.52821769 0.88008988 0.60176583] [ 0.67229698 0.46877269 0.47774413 0.53845857 0.43061722] [ 0.77261648 0.26958107 0.61589137 0.23634266 0.37346824] [ 0.22969346 0.53359091 0.6153076 0.76153817 0.53033362] [ 0.68231171 0.33861858 0.59131092 0.3011809 0.40248744] [ 0.5520998 0.51144903 0.48727384 0.59883305 0.32022472] [ 0.84209533 0.56403574 0.37080315 0.50357042 0.37434781] [ 0.57905437 0.60378401 0.5180596 0.46197184 0.42288242] [ 0.57441989 0.33779172 0.5227996 0.6486081 0.3145022 ] [ 0.69635443 0.66825146 0.56299445 0.4847018 0.4459443 ] [ 0.45629677 0.51062199 0.44552006 0.53531307 0.45891001] [ 0.38377586 0.63008755 0.56556358 0.63638002 0.52806922] [ 0.2095165 0.41455744 0.50076911 0.71278801 0.45187107] [ 0.35484815 0.61372558 0.36424449 0.69608752 0.4987612 ] [ 0.82293681 0.51981555 0.50269334 0.31705081 0.40955472] [ 0.54810913 0.5279536 0.41945344 0.46865303 0.45000173] [ 0.40733726 0.51669382 0.38071425 0.51956972 0.4221433 ] [ 0.45976715 0.63705331 0.38974707 0.74085208 0.44809699] [ 0.58104934 0.58878659 0.52746333 0.55036341 0.52086397] [ 0.31136925 0.47442126 0.38338339 0.67745157 0.41547153] [ 0.44018963 0.60609145 0.42033514 0.75794492 0.51494965] [ 0.77544371 0.30373045 0.62550139 0.20488195 0.49749198] [ 0.486297 0.46861443 0.50466808 0.45187591 0.46471502] [ 0.72626923 0.35500433 0.56271007 0.24296913 0.41568572] [ 0.2164688 0.47250433 0.53110316 0.81553555 0.53910226] [ 0.50266248 0.4260661 0.5819857 0.37362382 0.4122292 ] [ 0.7193439 0.37658757 0.49112571 0.35884083 0.44550777] [ 0.37599679 0.58281293 0.57035831 0.7700197 0.50676841] [ 0.10669048 0.53833619 0.56479857 0.90283483 0.60438467] [ 0.29507838 0.5949138 0.4444712 0.88478795 0.58791479] [ 0.4286086 0.5067063 0.48737333 0.72686989 0.40449377] [ 0.60907299 0.45189526 0.55295764 0.45512928 0.53614443] [ 0.50076386 0.57900945 0.3614897 0.75105882 0.38950084] [ 0.78766121 0.34178918 0.49840424 0.25321982 0.35291698] [ 0.50770998 0.37439259 0.45318751 0.42197542 0.39480054] [ 0.6235157 0.49413717 0.44653256 0.32300297 0.46153354] [ 0.34141111 0.62059407 0.48074714 0.68355881 0.41586039] [ 0.45411032 0.48655767 0.36335821 0.59357585 0.43639975] [ 0.55695756 0.4454101 0.64549873 0.40226065 0.51252853] [ 0.74424845 0.42973856 0.55371066 0.22674844 0.40032177] [ 0.65234811 0.59718927 0.62642075 0.43172032 0.40970827] [ 0.49967894 0.47679013 0.31791186 0.66988023 0.37037249] [ 0.62114093 0.49604854 0.37262275 0.35010462 0.40715658] [ 0.62803138 0.59409043 0.47681125 0.50747779 0.34266495] [ 0.48140946 0.48296315 0.41550428 0.58491182 0.34720771] [ 0.24022238 0.63950905 0.47348473 0.79356885 0.43929107] [ 0.19537291 0.63421762 0.48941624 0.71218342 0.48122842] [ 0.5245852 0.33852475 0.47944254 0.41895128 0.4269737 ] [ 0.89576623 0.37927067 0.48490555 0.17107745 0.28366796] [ 0.61250401 0.49273285 0.48873435 0.38300769 0.37876305] [ 0.50213218 0.64532148 0.47095077 0.5114675 0.51633544] [ 0.63999187 0.44160368 0.43563478 0.33845687 0.38783237] [ 0.48618912 0.60516183 0.53490815 0.59600319 0.37501813] [ 0.74059699 0.4334113 0.63062982 0.24549403 0.51997596] [ 0.47187615 0.33456333 0.38986983 0.64898616 0.35398898] [ 0.40695606 0.37698873 0.43070791 0.4731983 0.40813093] [ 0.71555244 0.42011731 0.58614122 0.26113838 0.42199365] [ 0.66149579 0.47890612 0.47945368 0.31448941 0.47547856] [ 0.31753242 0.50679876 0.56082933 0.63913851 0.46962015] [ 0.75169142 0.42265778 0.45754792 0.4568113 0.35373725] [ 0.29905974 0.56223699 0.39240249 0.64427374 0.45492964] [ 0.39578426 0.59149181 0.4937168 0.60513391 0.44318302] [ 0.39005746 0.59144697 0.45635206 0.70390751 0.55489121] [ 0.17535226 0.60180014 0.36855604 0.70340517 0.61143415] [ 0.59371468 0.46486067 0.40417871 0.70020402 0.51802454] [ 0.17082845 0.67896729 0.45073125 0.86625095 0.51565562] [ 0.61840653 0.35250868 0.50252392 0.27020234 0.5757954 ] [ 0.18105446 0.47074244 0.52583096 0.78333639 0.40474107] [ 0.26569341 0.54581068 0.50806991 0.78253017 0.39506679] [ 0.45175465 0.52091046 0.41402451 0.29828536 0.50629117] [ 0.24838919 0.46042788 0.66625753 0.78842379 0.5082448 ] [ 0.83827056 0.37276196 0.45747257 0.36145418 0.30075554] [ 0.47369693 0.44961935 0.45519415 0.79246246 0.43168613] [ 0.06907277 0.62909741 0.39891659 0.8876617 0.50159016] [ 0.40768116 0.31366279 0.52902839 0.60713802 0.55209052] [ 0.56909601 0.38985456 0.35677043 0.37318496 0.45952821] [ 0.6219505 0.41678388 0.37344281 0.52256576 0.53748756] [ 0.13871132 0.57901492 0.51126827 0.81763932 0.62184876] [ 0.54652084 0.47021224 0.64173761 0.68274655 0.36948105] [ 0.33996123 0.42459836 0.50707057 0.81744162 0.53601382] [ 0.6913156 0.43169017 0.34969952 0.43062775 0.49222275] [ 0.5904021 0.42964763 0.4927394 0.48103406 0.57213167] [ 0.75472407 0.49729735 0.40898657 0.38408764 0.46102204] [ 0.69222616 0.551723 0.59357628 0.38132678 0.46142104] [ 0.80749434 0.35605204 0.58301153 0.27223123 0.35128268] [ 0.16781115 0.50803372 0.49270859 0.83399193 0.44076688] [ 0.71813834 0.49636262 0.46142932 0.37556616 0.44705857] [ 0.16067392 0.64098263 0.3175558 0.89998773 0.40882897] [ 0.75612385 0.42295971 0.49221455 0.33207844 0.47368605] [ 0.48497372 0.51393672 0.57988212 0.60393414 0.42489921] [ 0.83137651 0.44464701 0.46393565 0.23991685 0.41055446] [ 0.61840653 0.35250868 0.50252392 0.27020234 0.5757954 ] [ 0.58554079 0.46737666 0.57097719 0.45996486 0.47918806] [ 0.69452647 0.50855126 0.45410512 0.49721523 0.45590056] [ 0.57615891 0.39495983 0.59508676 0.60366592 0.42511647] [ 0.67278659 0.34498398 0.47505074 0.20816882 0.5071866 ] [ 0.72698405 0.56549433 0.50106301 0.37342977 0.42288566] [ 0.50447638 0.33966225 0.60195417 0.34224123 0.55882362] [ 0.69791341 0.32652035 0.6564689 0.24389463 0.51346299] [ 0.64685356 0.4495824 0.50964293 0.31172548 0.50004288] [ 0.21447879 0.64997706 0.34680202 0.79768984 0.47560404] [ 0.37926109 0.55803318 0.57605051 0.61109277 0.55198228] [ 0.79588203 0.46653283 0.55932582 0.29180565 0.43869057] [ 0.47839023 0.38515727 0.45463878 0.60304742 0.53618509] [ 0.36798459 0.60601414 0.48394788 0.70795411 0.49460661] [ 0.49463434 0.6455011 0.37935259 0.63201104 0.45161763] [ 0.33042229 0.50727017 0.47857642 0.71114949 0.59726561] [ 0.47536412 0.55428458 0.45632801 0.62321703 0.38240716] [ 0.40137312 0.58472316 0.33449803 0.69979456 0.4016336 ] [ 0.67378169 0.4104975 0.5066551 0.40368814 0.49163702] [ 0.82484309 0.45952389 0.5257435 0.15936723 0.3128928 ] [ 0.12329964 0.61551516 0.42850432 0.9128269 0.53226541] [ 0.5703838 0.44661422 0.46374884 0.66497083 0.50476603] [ 0.51129723 0.54497131 0.3632342 0.60427527 0.44821488] [ 0.17068329 0.4865493 0.47717288 0.66050875 0.63881729] [ 0.28692805 0.61804854 0.43239707 0.72040614 0.47373043] [ 0.78405721 0.37879272 0.58961985 0.20166635 0.45695982] [ 0.81390429 0.4425065 0.64601295 0.33290605 0.3980849 ] [ 0.20010433 0.67408846 0.43689789 0.72539946 0.39335571] [ 0.29750051 0.5646947 0.50148874 0.63379678 0.53377568] [ 0.77401161 0.41821518 0.52695839 0.17193358 0.43868909] Progress: 16.4% ... Training loss: 0.674 ... Validation loss: 1.207[ 0.75500901 0.43193344 0.61606534 0.27720049 0.47315975] [ 0.19557296 0.61992212 0.4215952 0.81518151 0.40553323] [ 0.24891882 0.63424463 0.30898238 0.87209138 0.53037582] [ 0.60621916 0.58575416 0.38421906 0.51228797 0.54358673] [ 0.76265464 0.43893865 0.47296191 0.17165245 0.33745383] [ 0.14674869 0.61499601 0.43890711 0.74315958 0.41836173] [ 0.72086654 0.4397302 0.48029482 0.33981323 0.40359026] [ 0.61556391 0.55267429 0.35899391 0.38856649 0.29360495] [ 0.2977491 0.6701231 0.38782423 0.77052097 0.40358761] [ 0.56893011 0.45399825 0.42814706 0.6063269 0.32667324] [ 0.47582741 0.47985564 0.56882685 0.50778567 0.4522979 ] [ 0.09650938 0.46142847 0.41886807 0.88744321 0.60016558] [ 0.54236426 0.44660053 0.62947463 0.51816041 0.47696885] [ 0.24020979 0.53500624 0.46318392 0.90119873 0.50635759] [ 0.78445992 0.46046742 0.50377122 0.37096605 0.27531968] [ 0.36776274 0.64340137 0.34885954 0.80484626 0.52340648] [ 0.82175536 0.32319474 0.63818645 0.18442306 0.48818565] [ 0.73051653 0.53169681 0.49130685 0.41744172 0.39784889] [ 0.80195243 0.36191377 0.57460217 0.33747978 0.39948874] [ 0.44935284 0.36014029 0.48810415 0.36840087 0.49575761] [ 0.69338456 0.39884608 0.34524658 0.5726763 0.4591747 ] [ 0.75164613 0.49279762 0.4575215 0.4800423 0.47025006] [ 0.65890922 0.4816552 0.56665677 0.40730775 0.32391374] [ 0.12201636 0.60146684 0.43486396 0.83491498 0.44940755] [ 0.53638549 0.44532089 0.7148707 0.66845236 0.41394817] [ 0.41079677 0.45499309 0.52383512 0.71827015 0.46819136] [ 0.54419368 0.50446246 0.56784818 0.48908526 0.36260575] [ 0.44025977 0.69194614 0.40907015 0.69019846 0.44854744] [ 0.61208576 0.4928855 0.48867078 0.38320943 0.37881945] [ 0.74283878 0.41877878 0.57845098 0.33072216 0.46631041] [ 0.6764672 0.48702373 0.43508896 0.50284316 0.34497474] [ 0.34312745 0.56170435 0.47358261 0.71198621 0.42063185] [ 0.40608501 0.59683587 0.53694484 0.60146321 0.50321947] [ 0.36382795 0.40083467 0.43413869 0.64209297 0.40189478] [ 0.75770733 0.37284536 0.59756688 0.19879574 0.47477474] [ 0.60192531 0.53423635 0.52062364 0.44931912 0.48470682] [ 0.73346585 0.46771988 0.44056509 0.338688 0.47717402] [ 0.34439414 0.50235618 0.64373591 0.71387258 0.52271183] [ 0.59194502 0.42006064 0.5701201 0.39763662 0.37708416] [ 0.42319508 0.3957427 0.56449741 0.72478609 0.37788475] [ 0.50178799 0.44997558 0.49745666 0.49502868 0.44794477] [ 0.59013332 0.42975394 0.49269613 0.48117436 0.5721742 ] [ 0.81348972 0.3415831 0.45988273 0.18459945 0.34592851] [ 0.49855076 0.44010506 0.4352574 0.47659827 0.3770663 ] [ 0.32773955 0.58193023 0.40016033 0.71363419 0.55790271] [ 0.6266942 0.54588775 0.45879672 0.34224157 0.43510441] [ 0.50610062 0.66279223 0.48374336 0.6111865 0.36525345] [ 0.37608159 0.69581139 0.26334114 0.73555086 0.40615422] [ 0.83197967 0.4472582 0.62052594 0.21158732 0.47532944] [ 0.74045413 0.33637081 0.55629803 0.32019145 0.50097655] [ 0.56870033 0.50874355 0.6322106 0.40917865 0.48779264] [ 0.36081966 0.70051498 0.553578 0.65474605 0.60510334] [ 0.32392232 0.63134079 0.58989105 0.70782691 0.61576558] [ 0.86429128 0.33705711 0.42468683 0.15155999 0.30347585] [ 0.90071138 0.37088954 0.53696384 0.11281957 0.31951427] [ 0.5653987 0.47536288 0.40703995 0.37385691 0.48771991] [ 0.49012192 0.36518772 0.58012701 0.6283357 0.43829535] [ 0.20630126 0.52609052 0.52391465 0.67505967 0.63167485] [ 0.86570482 0.31719494 0.64804024 0.14683262 0.44806266] [ 0.18716854 0.58807317 0.39173697 0.79248242 0.4257527 ] [ 0.24382003 0.51737702 0.48441493 0.7475269 0.55863311] [ 0.74683354 0.46701025 0.58539776 0.40108262 0.38341774] [ 0.68708645 0.38216393 0.4104873 0.51371226 0.30859308] [ 0.68144648 0.39981171 0.48966451 0.36779359 0.44489168] [ 0.44211679 0.45112864 0.59453313 0.82474701 0.40020543] [ 0.60322112 0.57760375 0.40448626 0.50078344 0.36749929] [ 0.41500219 0.51394189 0.44184646 0.63997202 0.28589466] [ 0.5325864 0.52451262 0.4541634 0.64330573 0.4512184 ] [ 0.79696644 0.31352862 0.68683178 0.2192591 0.44537889] [ 0.37334375 0.58078544 0.40887024 0.60170965 0.38308128] [ 0.77512832 0.41431773 0.48456588 0.27880891 0.27168217] [ 0.15999881 0.52952321 0.4805781 0.82875993 0.5234234 ] [ 0.32059204 0.44169182 0.49177959 0.65655574 0.57425044] [ 0.90010893 0.3143019 0.48438603 0.16779615 0.42442222] [ 0.64012887 0.45062024 0.35659194 0.4097853 0.40359626] [ 0.23405069 0.53835337 0.38029823 0.76098138 0.56415919] [ 0.2740124 0.59663735 0.51209385 0.8625488 0.56445742] [ 0.79032204 0.33819441 0.55128136 0.29141491 0.41338484] [ 0.72687205 0.52837657 0.35416756 0.68826661 0.4055349 ] [ 0.72137905 0.47028103 0.47052553 0.37170607 0.25071102] [ 0.72556074 0.4543024 0.52699521 0.43810627 0.38914787] [ 0.63124228 0.44301378 0.37864479 0.54592876 0.40637022] [ 0.52219871 0.56400104 0.45124573 0.69820985 0.55176899] [ 0.69723363 0.42514851 0.59818508 0.29246576 0.51720664] [ 0.39054068 0.45106364 0.54940766 0.64449641 0.4319428 ] [ 0.1709914 0.48680666 0.37812933 0.86936884 0.52531742] [ 0.35090092 0.57594865 0.49672736 0.77399011 0.50667376] [ 0.30769745 0.62876135 0.63373381 0.70878621 0.63866608] [ 0.83555054 0.44642993 0.41425148 0.19130419 0.27339338] [ 0.75318534 0.4065073 0.54825962 0.30835254 0.45362812] [ 0.4128482 0.52441438 0.51265856 0.71673016 0.60551144] [ 0.43544929 0.42268995 0.57032177 0.59462703 0.47324059] [ 0.43874045 0.41163927 0.48205901 0.61722257 0.42882139] [ 0.62875592 0.43090916 0.51654387 0.36290714 0.57748941] [ 0.58914115 0.41522347 0.52730234 0.5086356 0.51637782] [ 0.50549136 0.56587382 0.44522123 0.5135722 0.37834539] [ 0.54938362 0.46432961 0.39811474 0.45020276 0.45090129] [ 0.73387872 0.48454448 0.43381528 0.28835507 0.31383864] [ 0.84960034 0.34612765 0.49243792 0.19932365 0.30276112] [ 0.68223916 0.53995885 0.49742527 0.57360096 0.39434591] [ 0.66838886 0.44598454 0.51274481 0.44036667 0.37336629] [ 0.79218655 0.46420474 0.48887972 0.2306106 0.42167662] [ 0.19531361 0.67310222 0.34235504 0.84446132 0.59927456] [ 0.46442437 0.54324182 0.44576917 0.76288802 0.49919505] [ 0.66540131 0.48612034 0.59720295 0.24353337 0.38839323] [ 0.14440075 0.61411842 0.49579368 0.88929038 0.63722786] [ 0.6158038 0.56460853 0.45188186 0.40913795 0.54935593] [ 0.83654853 0.59722442 0.2600056 0.44418978 0.26840816] [ 0.58150541 0.43795393 0.57470828 0.37033953 0.51415826] [ 0.69559831 0.51035077 0.39956799 0.32368982 0.34448109] [ 0.44937166 0.62258339 0.35998847 0.7540567 0.53017652] [ 0.41778853 0.53865091 0.5720261 0.71531374 0.45038821] [ 0.55408098 0.48905411 0.3277589 0.49831966 0.38872812] [ 0.62493894 0.43084023 0.36809336 0.44358053 0.38487277] [ 0.49589076 0.41096656 0.50013574 0.60004244 0.36809771] [ 0.68348874 0.46186498 0.51509539 0.32713336 0.49363671] [ 0.52867593 0.40485586 0.69870918 0.54191959 0.36555751] [ 0.75572994 0.36715077 0.62647646 0.24758813 0.43365056] [ 0.73925893 0.56074029 0.47193339 0.28966998 0.3656935 ] [ 0.49873204 0.58644864 0.32022701 0.67484569 0.47577798] [ 0.48440605 0.48918253 0.57410271 0.74852687 0.43850393] [ 0.40773213 0.66899005 0.33199866 0.69402452 0.45504006] [ 0.27717139 0.64628811 0.38492189 0.79400434 0.54005385] [ 0.08755985 0.66883343 0.45468903 0.96356463 0.62984191] [ 0.75632092 0.40274712 0.52594128 0.42026381 0.40822344] [ 0.82178413 0.44218783 0.41510511 0.26904203 0.3492031 ] [ 0.6865803 0.41563844 0.4421455 0.31158634 0.49795856] [ 0.53090347 0.57161467 0.44657623 0.61231431 0.5978253 ] Progress: 16.5% ... Training loss: 0.674 ... Validation loss: 1.210[ 0.84868924 0.49145489 0.65275255 0.12262294 0.46043349] [ 0.53886265 0.48369591 0.66025298 0.59231132 0.45756303] [ 0.28344838 0.70274313 0.32084685 0.73505764 0.42580413] [ 0.51890046 0.59814449 0.31600826 0.61289384 0.33244579] [ 0.6378566 0.41042738 0.55875344 0.29079408 0.56776702] [ 0.24524128 0.51184869 0.62951223 0.76958327 0.5905694 ] [ 0.14109276 0.59942874 0.50759073 0.832407 0.6110925 ] [ 0.60037853 0.56986804 0.3571233 0.54205578 0.33289632] [ 0.45258469 0.43484223 0.55857167 0.5086632 0.48694798] [ 0.69293527 0.37010572 0.53932031 0.20899225 0.46541287] [ 0.26917764 0.53404808 0.47127395 0.67542345 0.58096592] [ 0.6205842 0.3541664 0.50194243 0.60526763 0.40336921] [ 0.14633777 0.61543634 0.43871779 0.74359996 0.41854709] [ 0.24024947 0.4995492 0.47677999 0.81326588 0.40998012] [ 0.43631172 0.61099289 0.60514136 0.66464668 0.51391041] [ 0.47943532 0.50169676 0.5249708 0.36794426 0.46761893] [ 0.5038699 0.48564611 0.53746543 0.52135807 0.46068328] [ 0.74896764 0.31163788 0.66850151 0.21489126 0.43690048] [ 0.2181359 0.44925274 0.46391565 0.80384898 0.43785774] [ 0.70156513 0.57656096 0.55704692 0.47631058 0.49241718] [ 0.29839578 0.61100308 0.47416903 0.71440965 0.50092535] [ 0.22573249 0.46573445 0.61283042 0.79734539 0.55821428] [ 0.26446621 0.64914636 0.40880402 0.75239929 0.40976877] [ 0.73921532 0.55099434 0.55261797 0.48481655 0.35465006] [ 0.60740393 0.46235683 0.61650713 0.48498732 0.6056217 ] [ 0.25834418 0.63704088 0.52810914 0.71182509 0.48997722] [ 0.76125155 0.34401346 0.61244522 0.35619335 0.43431312] [ 0.46623812 0.5703781 0.53076626 0.53050279 0.40191941] [ 0.54432091 0.45946427 0.48027733 0.57474296 0.44551044] [ 0.61637357 0.38335782 0.47622019 0.50991226 0.53286134] [ 0.43468449 0.45325781 0.33566628 0.57448675 0.51527118] [ 0.51556306 0.47013784 0.5106659 0.41964892 0.49015674] [ 0.74798143 0.51108557 0.45898417 0.33279151 0.4540792 ] [ 0.52013311 0.56476681 0.34415219 0.54678814 0.47016648] [ 0.79542468 0.36895329 0.56670151 0.29257078 0.48065028] [ 0.8139255 0.4658945 0.43538917 0.32473285 0.27542026] [ 0.54027799 0.49666262 0.63434754 0.38125969 0.37117509] [ 0.0776151 0.66736919 0.35989652 0.91450613 0.57480104] [ 0.16097279 0.55672008 0.52095103 0.9056957 0.55008182] [ 0.47737016 0.62830413 0.34564598 0.53270708 0.35594628] [ 0.64263783 0.51770452 0.42208045 0.46452175 0.3728211 ] [ 0.7320532 0.43721356 0.41583588 0.33832152 0.34772554] [ 0.68357425 0.58887279 0.62361803 0.57029898 0.38559349] [ 0.75844527 0.37249585 0.59770983 0.19839988 0.47462454] [ 0.23846626 0.57034286 0.4491759 0.87840074 0.51582215] [ 0.7715729 0.38862484 0.50165341 0.2760018 0.28801014] [ 0.35641245 0.5745701 0.37469352 0.72436912 0.524427 ] [ 0.63742792 0.48207187 0.57367237 0.34591522 0.51915617] [ 0.79843979 0.50740885 0.51339559 0.32518801 0.31754309] [ 0.56544341 0.37599323 0.58182604 0.26974881 0.53968727] [ 0.24889195 0.53307587 0.41347551 0.73915842 0.44508324] [ 0.75168059 0.39811817 0.6278116 0.2805952 0.45402274] [ 0.29007067 0.50580089 0.36070332 0.79710631 0.48558261] [ 0.80068202 0.42999275 0.45593296 0.39268172 0.35883837] [ 0.17802998 0.54983195 0.44032905 0.85540378 0.45982945] [ 0.67528585 0.37871147 0.60381524 0.28449842 0.56827031] [ 0.43921138 0.36406332 0.49448383 0.61616043 0.31815415] [ 0.27626469 0.47601046 0.43988926 0.85908536 0.40151195] [ 0.55192342 0.46489703 0.61381086 0.43536787 0.38764083] [ 0.33683344 0.69536361 0.40647801 0.80492937 0.55914362] [ 0.58414352 0.42723718 0.48188234 0.46537404 0.44303462] [ 0.69967544 0.56701861 0.4257979 0.4124788 0.35901121] [ 0.54947931 0.43772804 0.60223109 0.59695337 0.44678271] [ 0.3419203 0.67159177 0.43494721 0.76389185 0.35083279] [ 0.43998519 0.42050912 0.45581172 0.44027351 0.44542463] [ 0.56650603 0.46409362 0.53773629 0.63810418 0.38393443] [ 0.62541203 0.51667362 0.47131528 0.50927464 0.42754429] [ 0.31151061 0.68810002 0.44191358 0.74937669 0.49678215] [ 0.73405152 0.37999608 0.59680796 0.4758641 0.39828065] [ 0.31931292 0.57870535 0.34575537 0.78546282 0.50185142] [ 0.20096193 0.53838391 0.48937448 0.7958461 0.43795385] [ 0.67520611 0.32475778 0.579881 0.43440431 0.43828536] [ 0.56998468 0.40437499 0.62015379 0.31895469 0.46889604] [ 0.30174597 0.66902034 0.38708311 0.80169099 0.51998932] [ 0.12651131 0.58113764 0.39146431 0.91757404 0.48756701] [ 0.18894093 0.54018801 0.50785016 0.88114635 0.57122896] [ 0.31893526 0.48063112 0.59682255 0.78588595 0.33444791] [ 0.61502125 0.46067803 0.53134995 0.4112235 0.37272973] [ 0.8351123 0.30174205 0.52715329 0.1905737 0.35738403] [ 0.7942499 0.25860727 0.63941548 0.1945682 0.38259106] [ 0.84211055 0.45798349 0.49932936 0.31893732 0.38229648] [ 0.57346746 0.54516738 0.56769446 0.64468377 0.42675121] [ 0.51293506 0.51744546 0.36804165 0.43393528 0.37045224] [ 0.45379337 0.64794574 0.35539406 0.63443744 0.44866829] [ 0.72811866 0.43267165 0.43104019 0.34837935 0.41662258] [ 0.25668045 0.47635502 0.42824299 0.74384373 0.53737838] [ 0.85664507 0.50526316 0.49447958 0.33765552 0.37531747] [ 0.67516119 0.35962053 0.49126553 0.32144547 0.43977596] [ 0.72913346 0.46172705 0.53289554 0.39140822 0.45972532] [ 0.33806846 0.46533995 0.45216587 0.59892503 0.44414449] [ 0.49400442 0.34975739 0.45509304 0.66961161 0.39512122] [ 0.70511496 0.58916966 0.55067045 0.55688848 0.40493212] [ 0.16716258 0.50873985 0.46386976 0.91060099 0.60795187] [ 0.54713857 0.54019788 0.52694293 0.45394983 0.47915219] [ 0.4284101 0.67445226 0.46754478 0.64146541 0.48218552] [ 0.73000646 0.53874868 0.55032356 0.41293717 0.53949179] [ 0.80014839 0.46367876 0.59196076 0.31551504 0.45663653] [ 0.26686205 0.36683217 0.4388506 0.63561068 0.64287087] [ 0.51008707 0.60646964 0.46281142 0.58273852 0.53101917] [ 0.55765334 0.50843839 0.53738452 0.57833781 0.36841593] [ 0.14886818 0.59731938 0.46596662 0.87078623 0.41178519] [ 0.61479193 0.58507709 0.35096515 0.6899809 0.45942704] [ 0.46173967 0.41437762 0.52028034 0.49949855 0.46479944] [ 0.389318 0.58238355 0.46746298 0.6152991 0.5081542 ] [ 0.224472 0.51525485 0.51463859 0.87070387 0.52893738] [ 0.18189794 0.50637385 0.3170654 0.84048152 0.48808031] [ 0.68531465 0.48590891 0.42864528 0.34815726 0.40040293] [ 0.48175024 0.51441093 0.49029006 0.60002139 0.5013139 ] [ 0.74735167 0.35949968 0.57574937 0.37780976 0.42787128] [ 0.59687708 0.42433082 0.50551534 0.6233457 0.52593068] [ 0.56529066 0.45276148 0.52768934 0.41396907 0.37984351] [ 0.23052035 0.54164943 0.38265512 0.85771962 0.45578739] [ 0.73285715 0.51354192 0.38626975 0.37612742 0.34661584] [ 0.85047147 0.33373887 0.57316466 0.2008404 0.4164468 ] [ 0.2704102 0.66975719 0.34058756 0.74329255 0.50083595] [ 0.71086438 0.40569557 0.48127393 0.47630454 0.46257327] [ 0.19741118 0.59013741 0.40644152 0.87761662 0.53568572] [ 0.27587709 0.66388552 0.45227229 0.65268235 0.47708534] [ 0.25797617 0.66766007 0.42747484 0.72680384 0.51916335] [ 0.42239907 0.5150395 0.43030046 0.67792994 0.43848886] [ 0.17767123 0.51672788 0.41774629 0.77030227 0.55083476] [ 0.80303864 0.45274587 0.33889603 0.42361561 0.36278582] [ 0.15210964 0.49725637 0.55273553 0.70389477 0.49278038] [ 0.79910141 0.4814118 0.47163403 0.29072351 0.40226821] [ 0.84048542 0.53592582 0.40766503 0.3300314 0.37806199] [ 0.55751504 0.30649574 0.51454814 0.53489366 0.40022442] [ 0.11206522 0.47093764 0.48255095 0.86663113 0.45089668] [ 0.59529954 0.37705147 0.49690637 0.55583869 0.2407415 ] Progress: 16.6% ... Training loss: 0.673 ... Validation loss: 1.200[ 0.45935022 0.59693189 0.33684131 0.64654864 0.33362372] [ 0.69553526 0.40434505 0.548785 0.50352323 0.43335602] [ 0.2502395 0.58788296 0.48171065 0.61758539 0.50683135] [ 0.23180207 0.47984381 0.54292987 0.72959511 0.42997676] [ 0.56833447 0.49923863 0.47528988 0.58066148 0.3240384 ] [ 0.64650822 0.54579082 0.55089103 0.47562916 0.39814723] [ 0.1691924 0.61552125 0.46136904 0.87958002 0.43269329] [ 0.20800367 0.60635654 0.5535986 0.86335769 0.4565867 ] [ 0.23753581 0.57115974 0.44883732 0.87868898 0.51615789] [ 0.80749102 0.40589417 0.52264197 0.25563017 0.51194053] [ 0.51052204 0.49943455 0.54021194 0.35975313 0.53372296] [ 0.83956257 0.35059298 0.56811235 0.21041459 0.38429132] [ 0.82156757 0.3693682 0.3694316 0.4078437 0.33217841] [ 0.16866637 0.5283056 0.49327779 0.77356296 0.4067179 ] [ 0.42045468 0.52069053 0.53416269 0.77276997 0.47303423] [ 0.62408769 0.38397774 0.58059304 0.24505592 0.58250345] [ 0.40465036 0.40811143 0.43289674 0.84382938 0.45780293] [ 0.35106039 0.57618465 0.49662117 0.77391403 0.50677645] [ 0.41064 0.54738511 0.41700773 0.68618637 0.40389168] [ 0.78188573 0.41547778 0.42210473 0.32296872 0.2572016 ] [ 0.66727905 0.44648954 0.51252757 0.44101962 0.37356155] [ 0.70101353 0.58788402 0.50531784 0.56590836 0.30779669] [ 0.79038362 0.26195277 0.62568054 0.22272521 0.45555733] [ 0.31294856 0.49694873 0.41193279 0.6866928 0.42298672] [ 0.87027256 0.41078038 0.43109127 0.18642799 0.25734126] [ 0.58243188 0.40975225 0.59247842 0.3190829 0.58143968] [ 0.61880812 0.42789132 0.62039431 0.50540068 0.36895853] [ 0.82685818 0.36249625 0.60838736 0.24136375 0.41456514] [ 0.64240952 0.50113334 0.43762096 0.34384249 0.42831078] [ 0.74078966 0.42888404 0.46827696 0.24689028 0.3603585 ] [ 0.15858791 0.54225573 0.48278385 0.80790654 0.48726904] [ 0.75634839 0.36673761 0.54747352 0.21848348 0.47138257] [ 0.31549625 0.58341741 0.37939827 0.85360897 0.6173577 ] [ 0.50065688 0.5550353 0.37319904 0.5545984 0.37514608] [ 0.63173485 0.35063198 0.3934694 0.49485975 0.37996276] [ 0.21444403 0.50345069 0.51490135 0.68050563 0.54477149] [ 0.43999662 0.65843645 0.26842496 0.66556706 0.39250071] [ 0.5557937 0.34293969 0.58884278 0.37710904 0.54095894] [ 0.24294812 0.53037499 0.60641792 0.6757702 0.54129222] [ 0.31380034 0.54818063 0.54851427 0.662026 0.50338026] [ 0.2872239 0.52017356 0.47121855 0.75652934 0.3478383 ] [ 0.07499069 0.56129182 0.48665063 0.91527562 0.57642699] [ 0.74932842 0.45519061 0.35245811 0.21546941 0.26638864] [ 0.52001114 0.56907909 0.4994645 0.38471724 0.52197112] [ 0.24384216 0.48301226 0.43663443 0.80260929 0.63956221] [ 0.45210992 0.45267255 0.42502522 0.68372833 0.54488856] [ 0.58091034 0.55896677 0.51364468 0.4879851 0.46673827] [ 0.19811781 0.64903596 0.50300929 0.9115187 0.55073547] [ 0.19964897 0.43939821 0.40397016 0.80966293 0.49267376] [ 0.87779326 0.3308853 0.51321606 0.09037358 0.30449188] [ 0.73384295 0.46882243 0.39804848 0.41266636 0.42074465] [ 0.37318746 0.4853123 0.54544741 0.65730992 0.44759709] [ 0.34338696 0.59990803 0.29950001 0.67073245 0.41688729] [ 0.64294002 0.58796259 0.46354114 0.50327325 0.38018135] [ 0.53258617 0.53450684 0.58605999 0.39961797 0.51430016] [ 0.35429776 0.52417693 0.52347494 0.7855859 0.60478258] [ 0.66583472 0.59147054 0.46586179 0.64355186 0.49383641] [ 0.52835727 0.55875043 0.45427728 0.54384908 0.38491309] [ 0.17037302 0.59381584 0.37538466 0.83245613 0.50034107] [ 0.57082927 0.37871698 0.57504671 0.28189212 0.50857881] [ 0.18502986 0.63923274 0.39558641 0.78483698 0.53728348] [ 0.17346607 0.56320528 0.49144915 0.89711155 0.48982223] [ 0.86657863 0.46941015 0.44595044 0.20975124 0.34934909] [ 0.72906723 0.4231449 0.57345397 0.37583389 0.44384103] [ 0.09302601 0.60403876 0.44970052 0.91410183 0.52345502] [ 0.34936269 0.59316493 0.44324412 0.65562082 0.45294019] [ 0.6349167 0.59307508 0.45312029 0.4835809 0.42680612] [ 0.27715286 0.54747625 0.55366192 0.6427826 0.45542172] [ 0.54546258 0.54734052 0.54382365 0.54006773 0.45912659] [ 0.68463337 0.38204568 0.52365397 0.36481781 0.45865078] [ 0.67322341 0.4854546 0.67854258 0.4627625 0.43531588] [ 0.58952462 0.41518571 0.52731619 0.50839959 0.51636022] [ 0.78839429 0.34129533 0.49862425 0.25265548 0.35271455] [ 0.20258767 0.58085562 0.33110338 0.83541246 0.44578327] [ 0.14834592 0.56036787 0.52840728 0.82819907 0.55976669] [ 0.66261668 0.42399113 0.45010075 0.41253563 0.49909384] [ 0.09845011 0.64726409 0.49381175 0.89058401 0.50869318] [ 0.7812885 0.38051601 0.55476989 0.34692203 0.3504025 ] [ 0.73782065 0.42122661 0.54373825 0.38234041 0.31616454] [ 0.64233876 0.46168588 0.60355734 0.54506119 0.39572322] [ 0.33665462 0.4938191 0.56472858 0.80075145 0.43397167] [ 0.76800998 0.43545203 0.51174492 0.33196803 0.42050785] [ 0.43366457 0.64732418 0.34998031 0.772375 0.5348566 ] [ 0.56176209 0.60544583 0.42077397 0.60450539 0.2615081 ] [ 0.65805973 0.49437997 0.38138961 0.34895522 0.3143519 ] [ 0.58734038 0.43516868 0.39259185 0.39127751 0.48240608] [ 0.22397571 0.48294919 0.47806059 0.73923025 0.44173831] [ 0.2364421 0.60189604 0.57619032 0.69362443 0.53655669] [ 0.43101 0.43249032 0.44420987 0.59364946 0.40040341] [ 0.75055137 0.29742334 0.51705163 0.42575659 0.43171998] [ 0.23329777 0.39576105 0.3811129 0.87385976 0.41738697] [ 0.17670204 0.49101071 0.49518354 0.79146839 0.53482805] [ 0.60718651 0.46247784 0.61646039 0.48506889 0.60566457] [ 0.65791591 0.54333026 0.45863425 0.36397867 0.43361812] [ 0.46719315 0.38697145 0.55431313 0.75991241 0.43414607] [ 0.32273017 0.68707868 0.37840023 0.82537824 0.44917935] [ 0.73027713 0.43665352 0.39314139 0.40060138 0.33433444] [ 0.61910024 0.3764298 0.46111544 0.36615703 0.44140528] [ 0.64867108 0.3883712 0.58886287 0.33514696 0.61752622] [ 0.78090358 0.39450409 0.57832273 0.15690879 0.46842521] [ 0.24257971 0.49280588 0.58407137 0.75138225 0.52173101] [ 0.64939188 0.50978278 0.50541526 0.52839147 0.40309966] [ 0.83180565 0.44803656 0.59906244 0.18260685 0.50614229] [ 0.7037701 0.38267509 0.41970446 0.25038956 0.33941633] [ 0.79495036 0.393543 0.58971954 0.20371432 0.4558277 ] [ 0.87343231 0.41085235 0.52776748 0.21354509 0.37432603] [ 0.4553841 0.43190735 0.58928533 0.76397984 0.40927532] [ 0.18998084 0.63974758 0.42390788 0.80277916 0.44304725] [ 0.70439185 0.42762388 0.39998359 0.35354709 0.38126609] [ 0.65191199 0.48898908 0.45227871 0.3984003 0.54773947] [ 0.86683727 0.42231038 0.52098282 0.1983775 0.41834259] [ 0.54843388 0.57631254 0.57990966 0.53845376 0.47557305] [ 0.12890486 0.60880955 0.46702882 0.91190567 0.51843923] [ 0.76447178 0.59266367 0.47344931 0.58006614 0.38600084] [ 0.67331042 0.53186704 0.43129007 0.65113661 0.31768303] [ 0.51874411 0.4680992 0.60586118 0.42766933 0.43110377] [ 0.2158834 0.69158994 0.42215492 0.77370109 0.54742537] [ 0.12512529 0.60197976 0.46946119 0.8961539 0.43858511] [ 0.3490149 0.42208035 0.69475732 0.72778886 0.51122559] [ 0.3478401 0.45401548 0.57239073 0.73129786 0.40099795] [ 0.5729027 0.5133552 0.45786159 0.58763297 0.34170751] [ 0.53989672 0.43584202 0.67894185 0.51279728 0.49231867] [ 0.81742933 0.34935661 0.58489341 0.23489394 0.38756926] [ 0.81365828 0.53939536 0.53179955 0.32672643 0.38149714] [ 0.55158916 0.49639219 0.36950134 0.3952626 0.36269747] [ 0.36949757 0.48776001 0.36717297 0.58990927 0.34663252] [ 0.8133926 0.47444412 0.50107541 0.24642625 0.43668381] [ 0.66147095 0.48818502 0.55138509 0.60541276 0.48172521] Progress: 16.6% ... Training loss: 0.672 ... Validation loss: 1.197[ 0.37517245 0.69337041 0.41619148 0.70072692 0.44316452] [ 0.19308064 0.66478707 0.36641835 0.81565707 0.54840244] [ 0.53103536 0.56163993 0.32100645 0.52757202 0.44843266] [ 0.55612415 0.50915711 0.45859687 0.45717198 0.46490684] [ 0.74795381 0.49169061 0.57321807 0.36978185 0.49287151] [ 0.56610645 0.56075394 0.59454873 0.48221501 0.40102889] [ 0.36836523 0.50500911 0.51229639 0.80002697 0.31999593] [ 0.51142321 0.39915507 0.42472731 0.58783828 0.50490562] [ 0.73304533 0.37712775 0.50157568 0.28378098 0.43023676] [ 0.54496824 0.48824976 0.45312967 0.73228441 0.29176 ] [ 0.39917971 0.47386239 0.49355961 0.67026817 0.60390487] [ 0.58381379 0.42741993 0.48180347 0.4655569 0.44310625] [ 0.08975272 0.54508722 0.42102298 0.87295596 0.51620198] [ 0.14007616 0.66184058 0.30450829 0.9035683 0.45622576] [ 0.4100825 0.65196846 0.40227634 0.70896734 0.35312608] [ 0.7939472 0.37043666 0.49954669 0.33997942 0.45787619] [ 0.81874151 0.37396631 0.58122256 0.28171043 0.35693311] [ 0.44067224 0.55840203 0.60366137 0.64391701 0.57299133] [ 0.57993839 0.53360014 0.3534108 0.77869509 0.37084068] [ 0.76789154 0.29703872 0.49173726 0.41855846 0.34120741] [ 0.60165751 0.45953075 0.44881199 0.3506268 0.39256718] [ 0.33446892 0.4572822 0.53389668 0.5654805 0.57892562] [ 0.67010351 0.50461708 0.58250869 0.2491653 0.51472491] [ 0.83940324 0.3857074 0.50720744 0.20881496 0.4244596 ] [ 0.39635911 0.46445186 0.44981554 0.67452419 0.58429399] [ 0.09519321 0.51892573 0.36097282 0.92866142 0.50277928] [ 0.24339867 0.71244191 0.24483342 0.85712083 0.42676158] [ 0.14567585 0.56068007 0.53704154 0.7791033 0.56950591] [ 0.87033257 0.34548731 0.52658715 0.25671981 0.41807121] [ 0.45463253 0.52362528 0.72769534 0.55765982 0.44718793] [ 0.43095619 0.52876799 0.46018712 0.44708075 0.53457119] [ 0.58657919 0.29066103 0.60660248 0.50501826 0.47437352] [ 0.33490671 0.57581393 0.26902675 0.76351009 0.50038711] [ 0.54646314 0.4098458 0.46265763 0.35849164 0.56183142] [ 0.47385974 0.53071971 0.40626898 0.74156493 0.57990715] [ 0.8457222 0.38967132 0.47538843 0.35194904 0.40459009] [ 0.39805145 0.51629622 0.43217111 0.7989771 0.59577599] [ 0.28162613 0.56744227 0.44194533 0.79562977 0.3046371 ] [ 0.57986684 0.35814085 0.65116878 0.54471664 0.32199349] [ 0.61863874 0.51201786 0.44106741 0.34965554 0.4244651 ] [ 0.3906173 0.59217269 0.38283716 0.71125389 0.56622802] [ 0.52538044 0.40161861 0.4819128 0.49114997 0.27063431] [ 0.29362514 0.47252771 0.36015843 0.87981589 0.40773891] [ 0.35643239 0.41963622 0.44608035 0.61313145 0.41389087] [ 0.57372333 0.62404836 0.43704229 0.60473684 0.35856137] [ 0.762749 0.3266298 0.49728059 0.24731869 0.41803868] [ 0.70489102 0.25831402 0.46349672 0.34944952 0.51082412] [ 0.48551061 0.49312151 0.27421458 0.74756894 0.37010356] [ 0.49848314 0.44701498 0.47122127 0.52388897 0.49220265] [ 0.76249517 0.44706367 0.42413292 0.38172829 0.45334776] [ 0.22684621 0.57153571 0.62611381 0.78512628 0.46178599] [ 0.75365873 0.49175313 0.45793235 0.4783467 0.46983732] [ 0.36250054 0.56102564 0.45261965 0.70137831 0.35847794] [ 0.14457654 0.60334141 0.44352436 0.92273493 0.54124684] [ 0.26415215 0.54529974 0.53096105 0.74942315 0.39425626] [ 0.38299304 0.45927646 0.65748481 0.65880941 0.50122843] [ 0.81618094 0.51323208 0.58206947 0.45498147 0.38387117] [ 0.49476453 0.56121791 0.53679819 0.59094822 0.57586012] [ 0.17883525 0.59079646 0.51208789 0.80744453 0.53925637] [ 0.12342098 0.46250684 0.36989964 0.95593993 0.51188584] [ 0.43401948 0.37252843 0.47109492 0.49885337 0.5617197 ] [ 0.832624 0.40409867 0.53320643 0.37745454 0.39211336] [ 0.69545023 0.5525742 0.57359648 0.41031679 0.46317339] [ 0.46940605 0.58359253 0.40397953 0.63992037 0.38834827] [ 0.65034753 0.50104439 0.58776907 0.46361878 0.45118821] [ 0.57460464 0.4682624 0.46375198 0.40799542 0.46831471] [ 0.17873532 0.53643446 0.48009266 0.80333381 0.4677353 ] [ 0.55660708 0.50752425 0.54373401 0.72824395 0.318224 ] [ 0.77146143 0.43369041 0.55973229 0.34042291 0.46041284] [ 0.65443084 0.48533804 0.45187932 0.42660746 0.29507305] [ 0.79350455 0.34683288 0.47480393 0.23183371 0.38315328] [ 0.72272319 0.27840116 0.55841875 0.2381036 0.48925982] [ 0.55300819 0.38437398 0.42685909 0.44399251 0.3451246 ] [ 0.3934099 0.58144312 0.58058649 0.5360776 0.38748662] [ 0.60260038 0.56401502 0.55637382 0.41542706 0.4250147 ] [ 0.26028228 0.65378733 0.33026467 0.76324348 0.4890958 ] [ 0.21083412 0.48738477 0.61101113 0.82085626 0.5989366 ] [ 0.6460272 0.50405957 0.37831629 0.52247383 0.46301631] [ 0.29398979 0.55558929 0.49607333 0.8290611 0.45158815] [ 0.85545254 0.37464889 0.44383629 0.29153288 0.35759761] [ 0.68877075 0.47711937 0.50532221 0.36835523 0.47139138] [ 0.13103073 0.64960671 0.4699258 0.91106422 0.62932258] [ 0.71234888 0.27136194 0.60595555 0.36249148 0.42443361] [ 0.26269186 0.63392181 0.54241524 0.60458836 0.65458528] [ 0.65941421 0.46980789 0.43433984 0.43871411 0.33271639] [ 0.50815446 0.49300641 0.44491714 0.39372183 0.4329295 ] [ 0.27267343 0.65839228 0.44133131 0.75242672 0.52653195] [ 0.50823954 0.39065918 0.47980407 0.4064115 0.64425845] [ 0.53724879 0.54946806 0.4823964 0.51461386 0.32685499] [ 0.83815859 0.30717093 0.5448928 0.22258102 0.38799886] [ 0.71910368 0.41179692 0.58360973 0.17275835 0.48065403] [ 0.81810116 0.31224924 0.52039203 0.16851875 0.33113003] [ 0.52203751 0.45636589 0.4967898 0.51795176 0.42756837] [ 0.45246467 0.53337367 0.43127745 0.70044628 0.45355307] [ 0.15188288 0.70071761 0.45754617 0.81357967 0.45244168] [ 0.61555706 0.56893498 0.52753538 0.51137995 0.43764532] [ 0.7897586 0.36406042 0.62271005 0.20002115 0.53225111] [ 0.7079344 0.41703688 0.48237286 0.30901963 0.45271383] [ 0.63315871 0.62182296 0.43940754 0.6468985 0.46310669] [ 0.1853907 0.68770496 0.41084424 0.80710799 0.55826011] [ 0.39351344 0.50757324 0.38967043 0.84595494 0.36338407] [ 0.73782398 0.41277759 0.42515613 0.2936302 0.36370066] [ 0.7102113 0.37237757 0.55044879 0.3406494 0.38803509] [ 0.47874528 0.44187667 0.49145972 0.5648386 0.34272823] [ 0.36318189 0.52523397 0.39031807 0.71473636 0.45373085] [ 0.2137077 0.50403171 0.51466918 0.68113278 0.54499838] [ 0.38172397 0.41571234 0.67256707 0.75774474 0.45234228] [ 0.41472618 0.60288174 0.56913393 0.67495285 0.49843806] [ 0.53694878 0.40721529 0.50257138 0.69482919 0.29197876] [ 0.70924008 0.32993473 0.61189222 0.3171574 0.45280932] [ 0.38289942 0.68715389 0.33043471 0.70656508 0.47032439] [ 0.50224467 0.36680675 0.60734757 0.45980086 0.5234294 ] [ 0.70109845 0.48297624 0.46042377 0.37953427 0.43915306] [ 0.7198616 0.31959933 0.57956955 0.3366141 0.50661302] [ 0.46743429 0.42303759 0.44493902 0.715192 0.32536997] [ 0.37684864 0.62624318 0.53596079 0.78340157 0.48133817] [ 0.52671782 0.39633952 0.3557089 0.42355441 0.35197785] [ 0.28433929 0.52369426 0.61691083 0.78328177 0.56970975] [ 0.39333913 0.6124524 0.48717999 0.7116178 0.46180006] [ 0.50298961 0.55787866 0.38643173 0.55316016 0.42992475] [ 0.50835602 0.64024354 0.48627662 0.75183885 0.50782151] [ 0.7384127 0.55135149 0.55247084 0.48546234 0.35477507] [ 0.55123823 0.52325831 0.48588617 0.51182687 0.6065066 ] [ 0.34444291 0.42099064 0.60926219 0.61245836 0.38231964] [ 0.52653641 0.57490502 0.30178336 0.58476852 0.25957124] [ 0.38824044 0.4843729 0.56364065 0.52362434 0.48737135] [ 0.78967184 0.46198659 0.617691 0.41422943 0.36545407] [ 0.80770182 0.34097563 0.53150111 0.30828117 0.32328594] Progress: 16.6% ... Training loss: 0.672 ... Validation loss: 1.194[ 0.35394906 0.65218071 0.52943718 0.73641496 0.55921139] [ 0.78344004 0.46974079 0.39502716 0.38224345 0.39321518] [ 0.14582592 0.53500478 0.5112024 0.86821062 0.44851232] [ 0.33242467 0.50288241 0.4325602 0.51293447 0.49584912] [ 0.62270754 0.47619321 0.46330197 0.55121821 0.46555224] [ 0.15108813 0.55721565 0.53000072 0.87152771 0.50140343] [ 0.87702601 0.42006837 0.42211303 0.22177342 0.42316064] [ 0.61712558 0.38447427 0.53548907 0.4418354 0.47085749] [ 0.64921238 0.47700481 0.55335797 0.37260228 0.55544938] [ 0.25325286 0.61025117 0.51403746 0.86446408 0.46031239] [ 0.25957439 0.58637252 0.51984549 0.85589626 0.42328401] [ 0.54225725 0.4384211 0.48826679 0.52537226 0.48830648] [ 0.68664038 0.57107973 0.61479656 0.34399315 0.41841602] [ 0.43549254 0.53676237 0.45006479 0.49154492 0.50021974] [ 0.4414717 0.39243421 0.57113729 0.64861607 0.37212391] [ 0.460052 0.44035783 0.58724241 0.48762481 0.55127387] [ 0.35271434 0.5704636 0.33311028 0.53242451 0.41791657] [ 0.64422361 0.48667973 0.62789659 0.34017633 0.42379939] [ 0.64707923 0.44284553 0.52439244 0.39991598 0.57781289] [ 0.25834461 0.68976159 0.43101417 0.81503481 0.49039023] [ 0.32415753 0.3833902 0.68696189 0.56697367 0.52806363] [ 0.22435752 0.56173351 0.39335534 0.77554395 0.42697146] [ 0.63011417 0.40905511 0.50040807 0.40573027 0.37464433] [ 0.51658788 0.54331771 0.4322564 0.50744196 0.4162741 ] [ 0.56875926 0.53037028 0.57469362 0.75460213 0.33218477] [ 0.66797404 0.39865257 0.38619125 0.3444298 0.40637256] [ 0.62024933 0.38379852 0.55834367 0.5845849 0.32642878] [ 0.62531792 0.51587611 0.537149 0.47380714 0.30268488] [ 0.43307007 0.69534177 0.2399595 0.73239958 0.43784575] [ 0.52932364 0.51658607 0.47204572 0.46576358 0.37544015] [ 0.83548689 0.30881071 0.59330497 0.24423684 0.42183452] [ 0.83734389 0.34750819 0.57994255 0.22968334 0.39068124] [ 0.33629953 0.47198401 0.49250074 0.7381603 0.62587412] [ 0.41925982 0.56265818 0.58959683 0.71054838 0.52157713] [ 0.2116173 0.51909388 0.49259665 0.7982201 0.48825502] [ 0.86271395 0.29071159 0.48203952 0.13703143 0.32239863] [ 0.80471017 0.2752919 0.58459897 0.27826669 0.39416738] [ 0.81909677 0.32513918 0.51429929 0.34079606 0.36618019] [ 0.1679761 0.53373982 0.45442965 0.69104886 0.51629438] [ 0.56576901 0.5569074 0.37665537 0.56953258 0.43449543] [ 0.28731669 0.6963546 0.35659646 0.83899422 0.51139936] [ 0.43231286 0.60144115 0.25258126 0.76308714 0.37367644] [ 0.46062677 0.49112861 0.52082933 0.58683319 0.34967804] [ 0.81162667 0.30537419 0.64866218 0.16961828 0.42406337] [ 0.49857347 0.50601116 0.54490239 0.7947176 0.39440816] [ 0.34308379 0.46615308 0.59696133 0.65704197 0.43951321] [ 0.79580802 0.45111001 0.50119796 0.19834892 0.4635476 ] [ 0.71995327 0.49221299 0.4432876 0.23188813 0.34997246] [ 0.43672154 0.66125733 0.57464281 0.59923922 0.48752679] [ 0.13486929 0.55859438 0.36725815 0.89781239 0.60934235] [ 0.29746038 0.70965617 0.47356239 0.85197732 0.59121045] [ 0.66681909 0.41619183 0.45803067 0.38996448 0.36406039] [ 0.60124506 0.58481927 0.523396 0.49964308 0.37673289] [ 0.61796208 0.34583727 0.47848207 0.3280891 0.35328787] [ 0.77947497 0.38373428 0.59172214 0.22146833 0.36498216] [ 0.25146092 0.54077903 0.52344225 0.84400344 0.44609098] [ 0.65037152 0.38293664 0.46191945 0.43454009 0.55496085] [ 0.25565112 0.4799103 0.54819359 0.62210978 0.56905692] [ 0.41894786 0.45519196 0.42483259 0.58644463 0.34043197] [ 0.17150582 0.4148083 0.41606364 0.74700947 0.53603053] [ 0.26461998 0.47395093 0.40442741 0.66865339 0.40649396] [ 0.5742188 0.43722125 0.50945627 0.50585227 0.47384161] [ 0.79055164 0.38232851 0.57956758 0.22200923 0.43898667] [ 0.17825512 0.74350437 0.33769791 0.85486547 0.57101322] [ 0.71590525 0.41618629 0.58256755 0.30018666 0.40309865] [ 0.34472063 0.50403584 0.43931737 0.77966204 0.46117273] [ 0.34394068 0.51151234 0.45965922 0.68399507 0.34617159] [ 0.58995528 0.40185766 0.64116529 0.50264657 0.42711851] [ 0.78515791 0.36909939 0.64835101 0.20613823 0.50425458] [ 0.10363825 0.59502837 0.41226079 0.93385176 0.42914353] [ 0.48470757 0.39174491 0.51480881 0.53586693 0.37038778] [ 0.240098 0.578189 0.476071 0.78366421 0.49818638] [ 0.19748557 0.59818566 0.49956751 0.7593778 0.44526518] [ 0.44037361 0.53042922 0.41101685 0.53828031 0.3213884 ] [ 0.73080671 0.39349339 0.60497188 0.20128393 0.51047733] [ 0.10031554 0.6152904 0.49164517 0.91710105 0.54783983] [ 0.35100626 0.4948155 0.35548891 0.78793091 0.44690071] [ 0.70874194 0.40165996 0.45930443 0.40234432 0.5179909 ] [ 0.31036488 0.50630761 0.37589602 0.81111013 0.49604284] [ 0.54550172 0.50186357 0.49342344 0.6577488 0.43864382] [ 0.51314434 0.47131338 0.52959107 0.49843276 0.54818399] [ 0.41847392 0.42760312 0.54024961 0.65780587 0.36169897] [ 0.73891312 0.42349317 0.57291023 0.24431561 0.51654655] [ 0.52611241 0.48382145 0.57458409 0.53045966 0.36935023] [ 0.58130906 0.36599114 0.49981378 0.3650413 0.38979871] [ 0.50034064 0.6037931 0.65955195 0.60191653 0.51170828] [ 0.42154645 0.62178232 0.44978188 0.61044307 0.33073308] [ 0.5856243 0.5376891 0.54511263 0.41285063 0.41321389] [ 0.29832828 0.52656297 0.41822411 0.75866154 0.38846123] [ 0.37334814 0.58776001 0.35621537 0.5292879 0.53294585] [ 0.38444806 0.51195572 0.45268711 0.73035163 0.50923926] [ 0.89989667 0.37133814 0.6441858 0.21630322 0.38345876] [ 0.70143355 0.39126142 0.53887989 0.29039522 0.50065836] [ 0.09806237 0.64799838 0.49348849 0.89089333 0.50902206] [ 0.50544033 0.53514728 0.44829008 0.53397092 0.49313118] [ 0.5179704 0.52616675 0.58469334 0.6833454 0.49068151] [ 0.3075107 0.51727407 0.54185401 0.83056483 0.42984941] [ 0.50393867 0.40456643 0.53343603 0.53807555 0.30194199] [ 0.61030955 0.3707419 0.46284049 0.37411701 0.36623922] [ 0.70414102 0.33374867 0.54480277 0.39600381 0.4590403 ] [ 0.82184152 0.3690997 0.36955162 0.40750809 0.33206433] [ 0.34760148 0.48127171 0.53456144 0.60098663 0.37965674] [ 0.74032342 0.42060072 0.49554042 0.21170923 0.31390893] [ 0.48636771 0.54580449 0.54095086 0.63403642 0.37142908] [ 0.85207057 0.39986448 0.60874374 0.20549026 0.39560827] [ 0.17871082 0.66629374 0.29911183 0.78971835 0.49384344] [ 0.6439516 0.41758137 0.49652833 0.47055319 0.40986892] [ 0.30103366 0.68643461 0.41622045 0.82161538 0.36878603] [ 0.26286346 0.72428067 0.48704834 0.84414898 0.583749 ] [ 0.86042662 0.40124149 0.41237502 0.21028634 0.2246295 ] [ 0.84763054 0.37607601 0.49758767 0.28011245 0.43193924] [ 0.24243577 0.49308624 0.58396138 0.75156804 0.52184426] [ 0.69359017 0.37766569 0.50949428 0.35183483 0.42645585] [ 0.29379138 0.55443372 0.57044808 0.78201018 0.53632923] [ 0.20797467 0.45352963 0.4314189 0.82332611 0.4595582 ] [ 0.42716774 0.40994211 0.58200023 0.38836408 0.51347569] [ 0.19120668 0.59253724 0.42728659 0.88111411 0.48377743] [ 0.27947973 0.58444152 0.35930132 0.80818341 0.50669801] [ 0.68708476 0.47617581 0.43431189 0.41996536 0.37595356] [ 0.27026307 0.60641449 0.40161027 0.71954504 0.53762832] [ 0.15507564 0.59053292 0.37218967 0.82642625 0.43135128] [ 0.53885646 0.52926727 0.54538281 0.71203294 0.35800152] [ 0.53744412 0.48439328 0.65998675 0.59322781 0.45783918] [ 0.09049215 0.54509288 0.63078923 0.84436094 0.74074528] [ 0.19813832 0.61617322 0.46114516 0.76819926 0.40443799] [ 0.74257876 0.26525489 0.50637507 0.38290025 0.37571005] [ 0.8799123 0.36277157 0.47812367 0.24232929 0.31149003] [ 0.37522773 0.43565599 0.62045147 0.58480995 0.42619971] Progress: 16.7% ... Training loss: 0.671 ... Validation loss: 1.188[ 0.29006318 0.66741499 0.42252888 0.81339973 0.47306476] [ 0.72021884 0.39816086 0.48794472 0.25208598 0.42380269] [ 0.49693538 0.58092351 0.36075674 0.75217609 0.39025053] [ 0.47095229 0.5318903 0.40582921 0.74255082 0.58034544] [ 0.55744454 0.42269435 0.45902493 0.35696952 0.44507017] [ 0.35676394 0.67730278 0.31932247 0.81089075 0.39655933] [ 0.66703316 0.59495732 0.52600316 0.66535855 0.47327423] [ 0.64733054 0.58367204 0.48471948 0.571749 0.38020123] [ 0.14595337 0.57508835 0.42626693 0.90197763 0.52398205] [ 0.38653264 0.40744652 0.54970932 0.4557247 0.59043875] [ 0.74192188 0.29456781 0.52904011 0.31985916 0.46410578] [ 0.6823783 0.41421554 0.44831134 0.34007195 0.44217638] [ 0.29587943 0.54014123 0.42473817 0.79420942 0.41408261] [ 0.7162422 0.4160084 0.58264983 0.30002545 0.40302123] [ 0.61036771 0.35252782 0.6411991 0.3953321 0.34887884] [ 0.58685084 0.55062291 0.46350652 0.66873267 0.55976793] [ 0.36092962 0.50387734 0.39249781 0.62760045 0.35637315] [ 0.81571418 0.40462645 0.59658822 0.28081751 0.44587161] [ 0.47813449 0.38345673 0.57389394 0.65198896 0.4367513 ] [ 0.73432096 0.48427121 0.43392173 0.28798145 0.31372966] [ 0.54517331 0.46674992 0.58291727 0.51986709 0.35334951] [ 0.78688503 0.45881285 0.63717325 0.24320018 0.52638396] [ 0.41900156 0.64395612 0.33156459 0.71842125 0.49076072] [ 0.35859038 0.5922643 0.43896783 0.60116184 0.51456732] [ 0.47342583 0.45466163 0.35329767 0.53043084 0.51753042] [ 0.64895475 0.53338495 0.47619817 0.44255346 0.40744808] [ 0.72457554 0.31951925 0.39929926 0.26021739 0.37796779] [ 0.67953105 0.41103976 0.52634574 0.24763614 0.49830183] [ 0.48203388 0.36044723 0.44044945 0.57394331 0.45869166] [ 0.78026452 0.38262156 0.4871422 0.3082145 0.37321523] [ 0.32452733 0.61684019 0.33666114 0.71707881 0.5523314 ] [ 0.58996059 0.45082962 0.59138997 0.33228949 0.4327358 ] [ 0.4547781 0.3926752 0.55739304 0.76493914 0.41264805] [ 0.41360889 0.48328508 0.40530125 0.66283407 0.49486398] [ 0.19371286 0.60548899 0.47972168 0.79007387 0.6044688 ] [ 0.43807512 0.32599214 0.52303475 0.56396245 0.50672531] [ 0.24553215 0.53535416 0.41257677 0.74119179 0.44599565] [ 0.59580051 0.30658757 0.58747761 0.37243893 0.64766123] [ 0.7726652 0.36512946 0.64346433 0.23015237 0.50499291] [ 0.71932237 0.42086017 0.57330225 0.30278524 0.43835855] [ 0.63163478 0.63028174 0.41395402 0.47926595 0.49461678] [ 0.57397984 0.39744737 0.61150264 0.61264778 0.44453946] [ 0.40033511 0.42094115 0.43327835 0.70108647 0.372739 ] [ 0.7734893 0.43550874 0.57127684 0.21324999 0.46314629] [ 0.87705546 0.34786174 0.51168321 0.19459864 0.32604068] [ 0.60663631 0.40905238 0.58779046 0.28668203 0.56357263] [ 0.47414292 0.62736988 0.47663891 0.69327827 0.40886104] [ 0.64650138 0.37501857 0.45967595 0.37378174 0.48596037] [ 0.73819445 0.36956831 0.66890267 0.34095257 0.44610363] [ 0.60142846 0.44495011 0.44557466 0.54212944 0.54851444] [ 0.63800282 0.3481212 0.38481564 0.40108085 0.32957522] [ 0.31075945 0.43794034 0.70007072 0.60044935 0.59573133] [ 0.20219156 0.62545249 0.48907167 0.64303101 0.47609921] [ 0.345128 0.47583141 0.61422789 0.70164414 0.52335383] [ 0.5723645 0.51047168 0.52573356 0.40482077 0.4310814 ] [ 0.65609347 0.45182491 0.45451748 0.3984986 0.46592523] [ 0.62796952 0.47833612 0.53779504 0.70829331 0.38099086] [ 0.65019912 0.50156716 0.44967252 0.55979612 0.45974384] [ 0.75598046 0.44360088 0.42397486 0.36195373 0.33725998] [ 0.82710278 0.39931165 0.45811457 0.34760273 0.37435902] [ 0.53023558 0.44148816 0.57710566 0.33311059 0.61433285] [ 0.43201366 0.56206785 0.53336652 0.68617035 0.41122184] [ 0.08914028 0.59160306 0.47357128 0.88780815 0.46411274] [ 0.5875521 0.5014953 0.49908167 0.63163392 0.39026377] [ 0.332732 0.57680249 0.2687147 0.76432887 0.50079041] [ 0.37106588 0.67955299 0.43651323 0.72088623 0.5508271 ] [ 0.71554175 0.42350011 0.5206563 0.36811473 0.3247653 ] [ 0.67748992 0.38155711 0.5780746 0.53806507 0.39841271] [ 0.40142283 0.55611766 0.44716306 0.63942499 0.35743542] [ 0.46325332 0.43693961 0.54228758 0.5739202 0.4624107 ] [ 0.89165454 0.32463504 0.49582375 0.10377057 0.27829085] [ 0.75248869 0.47160575 0.55327246 0.32421648 0.48595984] [ 0.67253117 0.37265978 0.43074698 0.34586193 0.38104085] [ 0.87296564 0.35598351 0.57591583 0.22877198 0.3534366 ] [ 0.33637479 0.51383844 0.46013739 0.60519357 0.48047658] [ 0.83357027 0.48373991 0.40926201 0.41638023 0.28136158] [ 0.79882328 0.42440467 0.55136485 0.24328679 0.42591629] [ 0.24894551 0.442186 0.44980081 0.85245499 0.49721794] [ 0.47405313 0.47731941 0.53973555 0.72515177 0.38693007] [ 0.37086211 0.56226944 0.48864423 0.72441291 0.56283122] [ 0.27560978 0.59598481 0.55015085 0.74053071 0.52539641] [ 0.35735967 0.51978508 0.53660854 0.59856825 0.52031726] [ 0.11405619 0.65651803 0.40224187 0.92033799 0.43215006] [ 0.2085429 0.52716675 0.52790746 0.74647315 0.52362561] [ 0.6431745 0.41118861 0.58781317 0.32391134 0.4562749 ] [ 0.24841614 0.55773384 0.42163985 0.91111695 0.45272718] [ 0.54106755 0.45339452 0.39150782 0.40684781 0.39351924] [ 0.53860845 0.57595588 0.44552151 0.52800016 0.60591262] [ 0.48349134 0.47294518 0.48710868 0.37368316 0.51105223] [ 0.52269775 0.42936246 0.49373551 0.38279287 0.41786733] [ 0.52232989 0.526685 0.51056821 0.39429128 0.49793945] [ 0.4360253 0.49955646 0.47250809 0.52832202 0.50018234] [ 0.30192122 0.4587802 0.57152107 0.83226178 0.49067155] [ 0.5900956 0.37347274 0.51441088 0.41892836 0.40245145] [ 0.78450273 0.28805873 0.55741021 0.28050756 0.40883431] [ 0.69467632 0.39221927 0.4072825 0.32224768 0.4116389 ] [ 0.66019456 0.52184353 0.45080988 0.3046492 0.43311815] [ 0.6248777 0.39136896 0.46418489 0.47806328 0.49950718] [ 0.62157173 0.5857172 0.61698967 0.58166377 0.41585767] [ 0.83130263 0.48989622 0.562691 0.36162177 0.32132373] [ 0.68844443 0.44665072 0.5362351 0.41040552 0.33611423] [ 0.53613421 0.44237783 0.45078309 0.57948548 0.48221137] [ 0.53661753 0.45200599 0.59345365 0.64908832 0.33542225] [ 0.0839136 0.62898471 0.45614847 0.93177584 0.64087895] [ 0.49773975 0.52949408 0.49225527 0.58011963 0.626915 ] [ 0.24562527 0.57679682 0.40529741 0.71666882 0.46981846] [ 0.56145202 0.37146311 0.45797178 0.35453346 0.54012133] [ 0.08797734 0.52942554 0.48015686 0.9212828 0.55240496] [ 0.85712221 0.46608972 0.62806708 0.20034072 0.39442481] [ 0.35619907 0.60952062 0.43550561 0.72540982 0.48448532] [ 0.78277011 0.42071349 0.72245104 0.1800658 0.45908742] [ 0.57102796 0.36539323 0.42593498 0.47955068 0.33650597] [ 0.46917063 0.43259092 0.53499786 0.60631642 0.38432823] [ 0.80062884 0.3212481 0.54406881 0.31252249 0.24400529] [ 0.77664064 0.45158946 0.53994561 0.18678865 0.46917262] [ 0.44852451 0.44357031 0.45387913 0.60061491 0.40103834] [ 0.78166854 0.43609885 0.41510125 0.34376037 0.33500489] [ 0.59680725 0.49485238 0.31892082 0.57141329 0.4264679 ] [ 0.63699683 0.41047005 0.62669866 0.30419708 0.61631448] [ 0.27485761 0.49092999 0.47411907 0.9050052 0.54893577] [ 0.5097866 0.46503636 0.51972417 0.72710706 0.39939231] [ 0.74504085 0.35954288 0.47072745 0.46516255 0.46888635] [ 0.21405901 0.6489308 0.45834025 0.73603102 0.48509403] [ 0.16271238 0.69523015 0.31745941 0.79504445 0.54081697] [ 0.5455359 0.42030853 0.5435355 0.43611418 0.5937704 ] [ 0.2806186 0.66397743 0.41468701 0.79229999 0.34308579] [ 0.29603962 0.52805877 0.49908979 0.7509357 0.53759441] [ 0.30184901 0.53937855 0.51842923 0.66973456 0.48503868] Progress: 16.8% ... Training loss: 0.671 ... Validation loss: 1.184[ 0.45080921 0.54597188 0.46923002 0.55977399 0.45284784] [ 0.24046106 0.53032148 0.59554678 0.77508362 0.45293433] [ 0.50356099 0.54831913 0.52893489 0.68767406 0.37784837] [ 0.68826781 0.53969931 0.50433332 0.5635111 0.4003662 ] [ 0.75221827 0.38815444 0.56406483 0.28480581 0.42256965] [ 0.39549295 0.39488792 0.54943833 0.5945881 0.424448 ] [ 0.46972274 0.47749469 0.3986037 0.68506875 0.40965834] [ 0.41904705 0.49025 0.51821607 0.59751583 0.50440026] [ 0.4093907 0.44647798 0.37055081 0.703988 0.53056982] [ 0.34850111 0.36901682 0.48707804 0.77568477 0.40225368] [ 0.68343804 0.58902285 0.62354631 0.57035626 0.38567144] [ 0.68633035 0.52686947 0.6103615 0.44767635 0.4296679 ] [ 0.46141481 0.40899005 0.47339956 0.6021663 0.3458563 ] [ 0.46524365 0.57785414 0.3937587 0.66070063 0.35188485] [ 0.71885155 0.31819119 0.4779895 0.17006215 0.41146464] [ 0.59695567 0.51419157 0.63256298 0.56155834 0.42899008] [ 0.71002938 0.46979202 0.4055126 0.30579394 0.27048285] [ 0.10362597 0.6873899 0.35659901 0.94659551 0.50363478] [ 0.31888339 0.5273973 0.59840588 0.64319657 0.56261451] [ 0.79544635 0.46659436 0.48252742 0.30540175 0.2618855 ] [ 0.72156059 0.44383119 0.50719493 0.37936146 0.41637143] [ 0.70655175 0.39279434 0.62228064 0.27978807 0.33652161] [ 0.363703 0.48635905 0.59331239 0.71286377 0.40917789] [ 0.33071108 0.46414519 0.5683054 0.72090362 0.38024773] [ 0.50398767 0.49535244 0.58074351 0.40133901 0.4288534 ] [ 0.79608593 0.40417957 0.45114266 0.41467084 0.43216938] [ 0.24712773 0.47145472 0.50505687 0.80692042 0.37993478] [ 0.80564986 0.31256931 0.62930565 0.28795143 0.36998834] [ 0.38342121 0.55147747 0.44553479 0.71112874 0.57381548] [ 0.13680365 0.63329603 0.49609187 0.88810152 0.55209247] [ 0.53113511 0.63903155 0.38885724 0.56307414 0.39694264] [ 0.46842517 0.43288368 0.53487836 0.60675786 0.38444203] [ 0.37756758 0.46740647 0.57130112 0.72068881 0.45518663] [ 0.41793191 0.41710037 0.64829831 0.57172469 0.46271025] [ 0.67779105 0.34675614 0.62357806 0.38756759 0.55652554] [ 0.54483718 0.40720445 0.53295852 0.52262231 0.35707404] [ 0.7269791 0.457497 0.5414766 0.23528286 0.43540952] [ 0.72959184 0.48276796 0.44855354 0.39320901 0.41411 ] [ 0.40430752 0.59466529 0.43139084 0.63227902 0.54912146] [ 0.50978537 0.51879445 0.3675425 0.43554263 0.37095916] [ 0.65187671 0.42343367 0.61502259 0.27471025 0.53372254] [ 0.5920534 0.39037918 0.482812 0.61686629 0.48561745] [ 0.74978809 0.44868284 0.52491806 0.41472762 0.45534879] [ 0.55882469 0.43492712 0.57815284 0.60947712 0.58466948] [ 0.2407204 0.49715313 0.55740627 0.80552446 0.53425944] [ 0.36750374 0.55179119 0.46974172 0.48857289 0.35388316] [ 0.12444648 0.65049016 0.44212512 0.72663 0.48989568] [ 0.57717231 0.48652974 0.48562195 0.37659763 0.53167448] [ 0.46725991 0.52804899 0.50846772 0.56772946 0.38064106] [ 0.29377575 0.5054549 0.69555074 0.74803076 0.54421995] [ 0.19806818 0.63858887 0.38898893 0.806313 0.49309455] [ 0.87911614 0.34814522 0.59063863 0.11758606 0.39859116] [ 0.79356832 0.47136254 0.50065425 0.30411942 0.4682701 ] [ 0.52821982 0.50659868 0.52766663 0.414746 0.55808039] [ 0.19888592 0.59176775 0.5539572 0.86912009 0.62343981] [ 0.20916623 0.52706647 0.66399808 0.7967984 0.5018462 ] [ 0.71028667 0.43958699 0.59023654 0.45444394 0.3887373 ] [ 0.65462394 0.46935622 0.39031486 0.68201417 0.43366098] [ 0.44703264 0.50411123 0.49911645 0.68988592 0.39316823] [ 0.41936551 0.43071848 0.43269792 0.63658297 0.56576886] [ 0.41046352 0.52990952 0.46320638 0.58504821 0.56430268] [ 0.36009935 0.66951382 0.52731184 0.6724863 0.48528744] [ 0.83834132 0.36197897 0.51314801 0.19253153 0.36898886] [ 0.33843704 0.51899934 0.55623103 0.69559301 0.57724751] [ 0.06707976 0.52691612 0.50687061 0.85746683 0.50399943] [ 0.71309834 0.39954076 0.55102968 0.29597046 0.45357178] [ 0.26491658 0.61394362 0.43185242 0.82704001 0.45671698] [ 0.48043087 0.40935037 0.45601301 0.64192211 0.62463697] [ 0.18231367 0.55509097 0.59103317 0.76118849 0.58584058] [ 0.61444782 0.50806893 0.51014179 0.40947344 0.43173935] [ 0.30069849 0.53083602 0.49143082 0.82213187 0.48610239] [ 0.8422521 0.41236479 0.43125827 0.26177746 0.30215728] [ 0.30831996 0.50725179 0.37554401 0.81182985 0.49642565] [ 0.17365818 0.60237571 0.36863258 0.79733822 0.41605871] [ 0.35558688 0.51385531 0.62728165 0.54320726 0.54288741] [ 0.83368153 0.35844851 0.62287817 0.18287995 0.4255647 ] [ 0.49418144 0.48636568 0.4795413 0.4156694 0.43660346] [ 0.47661769 0.51272776 0.41252445 0.69013873 0.44444394] [ 0.14496317 0.53572609 0.51091109 0.86868018 0.44881824] [ 0.66715388 0.3756919 0.64685379 0.34519863 0.53893465] [ 0.20931381 0.55194854 0.41057593 0.86707117 0.35768782] [ 0.15714474 0.60645491 0.38466234 0.85654302 0.50671617] [ 0.51284601 0.35354462 0.5600782 0.5931448 0.35659387] [ 0.45752617 0.5677604 0.48490372 0.63543637 0.56676492] [ 0.73243011 0.38375149 0.49920904 0.23709472 0.48639763] [ 0.23303944 0.65561718 0.40508054 0.84077345 0.4775159 ] [ 0.40800767 0.51508031 0.49385713 0.57881114 0.39798249] [ 0.44909149 0.52898625 0.52379539 0.52338245 0.51700574] [ 0.26463104 0.6406834 0.39919168 0.84067041 0.58301272] [ 0.59771436 0.49145309 0.56289242 0.44848606 0.61322723] [ 0.09787031 0.60788591 0.53556593 0.87265511 0.50258781] [ 0.7931004 0.44523456 0.36660259 0.25391228 0.25905926] [ 0.38007385 0.4806405 0.51332887 0.46307163 0.52059657] [ 0.55889003 0.49038035 0.55286466 0.5238449 0.42868034] [ 0.51002501 0.34627648 0.45995621 0.51608941 0.43942265] [ 0.28360649 0.6542028 0.48438572 0.73560009 0.45814957] [ 0.38592792 0.65378835 0.44234985 0.71438331 0.43651862] [ 0.36427293 0.50684916 0.55552158 0.58614744 0.52404269] [ 0.81843002 0.32012742 0.51150421 0.24714053 0.4258186 ] [ 0.41815059 0.5103087 0.37743193 0.89738953 0.46410258] [ 0.26182383 0.54858468 0.50692431 0.78462827 0.39615009] [ 0.62955602 0.44011612 0.36956606 0.46836143 0.4112993 ] [ 0.27835699 0.52688259 0.42849529 0.67700952 0.48654631] [ 0.22736785 0.54887176 0.6072213 0.65578855 0.68292686] [ 0.24798099 0.57371271 0.33801881 0.76966317 0.52372396] [ 0.15637302 0.50145696 0.39937243 0.86975385 0.5966056 ] [ 0.82073849 0.42254121 0.65968667 0.30817287 0.43869245] [ 0.44945157 0.55129318 0.41596511 0.45060292 0.30835839] [ 0.40526479 0.68402185 0.31540512 0.8063581 0.31045856] [ 0.09389964 0.66428694 0.52505103 0.94389031 0.63353711] [ 0.44909249 0.61257961 0.34512555 0.6756178 0.44667189] [ 0.68853822 0.5780817 0.55580463 0.48988197 0.4253477 ] [ 0.50714952 0.35509827 0.45007561 0.5336921 0.37742356] [ 0.67226494 0.34757601 0.60578109 0.29941611 0.52712064] [ 0.47947149 0.62038043 0.41797755 0.4906415 0.48596635] [ 0.79703394 0.35921335 0.56863666 0.15842672 0.47616511] [ 0.79317183 0.36303062 0.5455502 0.22358349 0.33100342] [ 0.62334486 0.34902208 0.52571753 0.42319475 0.47733373] [ 0.78954199 0.32835096 0.54764049 0.20773514 0.38884294] [ 0.73885565 0.37960392 0.66370263 0.3172803 0.45092277] [ 0.66820861 0.49354116 0.47881393 0.40164302 0.38686113] [ 0.14082609 0.55537093 0.48447138 0.83209843 0.55776278] [ 0.42200841 0.63238996 0.49973077 0.6793448 0.47120709] [ 0.44083929 0.55059371 0.62025552 0.56913486 0.53084893] [ 0.90296027 0.34893617 0.60009677 0.11140599 0.29866044] [ 0.23177372 0.59322702 0.54216174 0.79013826 0.42603969] [ 0.241639 0.41029889 0.40198062 0.80428611 0.43245377] [ 0.37549196 0.44787263 0.47859265 0.54263243 0.4396572 ] Progress: 16.8% ... Training loss: 0.671 ... Validation loss: 1.184[ 0.52170312 0.51007989 0.56393076 0.51946951 0.35951461] [ 0.47404735 0.64037365 0.35142396 0.53178368 0.47505749] [ 0.11452646 0.61953888 0.35744786 0.90740621 0.44464672] [ 0.18377874 0.58699656 0.63392552 0.7381256 0.60717676] [ 0.81846944 0.32011274 0.51150526 0.24708912 0.42581716] [ 0.74449968 0.44545032 0.55546688 0.32558304 0.37271617] [ 0.59644082 0.35492088 0.61867613 0.60517264 0.40383164] [ 0.69255531 0.37809445 0.50931628 0.35249527 0.42663513] [ 0.6080624 0.46468049 0.41962731 0.40414981 0.45147764] [ 0.71902402 0.45684328 0.40262369 0.4348716 0.33099473] [ 0.53434537 0.40500542 0.56159544 0.54830942 0.5944151 ] [ 0.72457654 0.31958962 0.65601078 0.24809021 0.56179577] [ 0.30159194 0.64160542 0.43848788 0.67627361 0.43172608] [ 0.75463707 0.38800528 0.53482861 0.24604449 0.40724048] [ 0.28794339 0.4547392 0.4618301 0.72708582 0.40595669] [ 0.35709539 0.67729699 0.31934669 0.81077638 0.39653734] [ 0.57956254 0.56045451 0.4578223 0.58348956 0.57203744] [ 0.3431375 0.63359475 0.43354861 0.81300235 0.55221593] [ 0.5051582 0.47206159 0.50982335 0.61410201 0.34243087] [ 0.48458068 0.38418807 0.64164063 0.59187978 0.40245717] [ 0.56060402 0.54035061 0.4897516 0.64931205 0.41429288] [ 0.24858256 0.44231152 0.44975271 0.85264335 0.49726122] [ 0.47174251 0.54395468 0.46553376 0.67948542 0.38158679] [ 0.19171041 0.62286596 0.42036298 0.8173515 0.40674007] [ 0.44979876 0.55608229 0.49697948 0.81284114 0.43183903] [ 0.5481383 0.52463768 0.36373171 0.78898734 0.43395159] [ 0.11519229 0.47234854 0.4935019 0.92496366 0.70150788] [ 0.32382386 0.37071548 0.54031929 0.71397263 0.47990879] [ 0.31305836 0.64419315 0.34855451 0.74935444 0.43618927] [ 0.31999337 0.61648722 0.53419133 0.8714479 0.50838626] [ 0.43358967 0.45029408 0.64375796 0.5838837 0.38962397] [ 0.35904574 0.51757082 0.42638891 0.66964246 0.36673927] [ 0.12787266 0.52091814 0.43655757 0.89043168 0.47486166] [ 0.32609527 0.63206468 0.42928951 0.67390721 0.45309103] [ 0.3902813 0.42730791 0.43849429 0.75979903 0.41356505] [ 0.3351145 0.43456087 0.55413519 0.58104545 0.55496461] [ 0.18938764 0.70727647 0.37024118 0.86614641 0.49479316] [ 0.42778809 0.48798436 0.38022475 0.6850299 0.41599081] [ 0.24549092 0.68509042 0.42668893 0.83264643 0.40140155] [ 0.44017764 0.50920496 0.51838794 0.73674057 0.40241146] [ 0.53925551 0.51559797 0.49268715 0.57172409 0.32241212] [ 0.64505276 0.40735375 0.54485251 0.46762855 0.47316171] [ 0.32154891 0.530472 0.39238397 0.7435213 0.35889738] [ 0.69031542 0.48879095 0.48412582 0.23733965 0.52005217] [ 0.41419141 0.62634586 0.44704015 0.64849358 0.40088638] [ 0.46306592 0.67873875 0.36946861 0.64318075 0.46332078] [ 0.50724042 0.5501354 0.36440624 0.56678977 0.50465582] [ 0.19793346 0.59946657 0.38615275 0.82997046 0.40559545] [ 0.51256895 0.49681854 0.36605175 0.68328309 0.39009 ] [ 0.40499216 0.51148357 0.55202121 0.71636148 0.45842786] [ 0.8917868 0.36667432 0.53792385 0.1280749 0.35954592] [ 0.52405862 0.50852399 0.49900786 0.42448512 0.67133982] [ 0.55713546 0.50954258 0.42291266 0.59300168 0.28303274] [ 0.61652141 0.36404596 0.50796066 0.35557281 0.50288734] [ 0.73184405 0.43865881 0.35798314 0.38024262 0.43859491] [ 0.5289466 0.47767865 0.39856916 0.4348498 0.36769049] [ 0.46675064 0.55069526 0.36040475 0.67654939 0.43002476] [ 0.85634052 0.36173093 0.58302855 0.22039795 0.43092635] [ 0.16802237 0.595656 0.37468212 0.83381802 0.50110495] [ 0.28939284 0.53496049 0.52725133 0.76469476 0.45558723] [ 0.14632811 0.58908005 0.50496102 0.86325677 0.60009709] [ 0.30463435 0.61035923 0.33860012 0.74408881 0.39841535] [ 0.65044708 0.59785761 0.62614649 0.43277579 0.40998884] [ 0.74228059 0.43238672 0.63100821 0.24465655 0.51954567] [ 0.71776093 0.3410433 0.41389688 0.18312846 0.39914124] [ 0.25681149 0.58795078 0.55270097 0.71709748 0.59219015] [ 0.56061882 0.48009419 0.46937929 0.42637703 0.37454556] [ 0.8285623 0.260161 0.60512472 0.1307813 0.39860991] [ 0.14623166 0.58125801 0.38592373 0.86541546 0.43503029] [ 0.66290744 0.50232618 0.56372642 0.25773675 0.50562259] [ 0.72534319 0.4505036 0.3684784 0.28230442 0.36402266] [ 0.6449735 0.43383002 0.46019062 0.43412556 0.49089269] [ 0.3290327 0.53237641 0.45684486 0.81088746 0.37706556] [ 0.74934311 0.40176846 0.69287846 0.26935594 0.4743785 ] [ 0.74906166 0.51032025 0.56929273 0.16439226 0.45118997] [ 0.49939192 0.5115215 0.4977876 0.67335729 0.49892107] [ 0.65099217 0.59958526 0.47286096 0.34001635 0.40758331] [ 0.68180707 0.34397531 0.50617307 0.22093034 0.36732835] [ 0.5856881 0.44627922 0.49995661 0.50809299 0.40345215] [ 0.28981841 0.59804311 0.44318819 0.88604891 0.58918435] [ 0.71846176 0.37602537 0.51419216 0.36589822 0.37666805] [ 0.71894696 0.29231026 0.63274652 0.38146156 0.47852087] [ 0.37310269 0.69419242 0.41582956 0.70161612 0.4435408 ] [ 0.37050089 0.5868894 0.43818875 0.75388542 0.42341802] [ 0.46183709 0.54452569 0.44525456 0.76388903 0.49972476] [ 0.27127127 0.57909298 0.50839553 0.69376228 0.54315608] [ 0.48029378 0.5972816 0.50081161 0.50743281 0.48022872] [ 0.46268991 0.46791066 0.45533008 0.53254214 0.40557947] [ 0.36710131 0.48657011 0.64214243 0.71628979 0.41190083] [ 0.36170654 0.58592155 0.3854955 0.64519655 0.44444629] [ 0.48069618 0.45308185 0.59828873 0.69253056 0.40714488] [ 0.76667731 0.46745253 0.50687685 0.43714209 0.39965474] [ 0.41021884 0.63723884 0.54352285 0.64489306 0.5932582 ] [ 0.81673664 0.49293049 0.50893864 0.57849413 0.31992971] [ 0.6565121 0.54727853 0.36125172 0.36354924 0.45257724] [ 0.20705538 0.61227042 0.38910309 0.65598041 0.45665882] [ 0.31475262 0.54756653 0.42605926 0.77118424 0.64979247] [ 0.68665285 0.51626187 0.58430549 0.35254469 0.4108187 ] [ 0.76600641 0.46729099 0.53111287 0.30140385 0.49417782] [ 0.70954924 0.50328503 0.56355584 0.37726863 0.55980054] [ 0.49269174 0.3744271 0.45361535 0.4687524 0.54384847] [ 0.6484829 0.59640157 0.37796384 0.60689997 0.50409612] [ 0.57767896 0.55433732 0.48530546 0.50771102 0.48658776] [ 0.3198087 0.64725583 0.35077595 0.74494823 0.42888207] [ 0.16278881 0.46264961 0.46751418 0.87649058 0.66190938] [ 0.76088993 0.38131709 0.37853275 0.39944719 0.43302522] [ 0.61326363 0.51839155 0.62566387 0.37844051 0.38452138] [ 0.11982395 0.44467419 0.40241747 0.8878446 0.53938191] [ 0.76210693 0.48431581 0.59237306 0.36237965 0.36012329] [ 0.66314763 0.392737 0.49791569 0.28266993 0.45486535] [ 0.5903273 0.59287748 0.44239531 0.62952269 0.33528051] [ 0.35971865 0.66601719 0.44638925 0.70133294 0.46931719] [ 0.64772466 0.34649353 0.51450182 0.35122718 0.38897339] [ 0.54432773 0.48075659 0.51758905 0.59834488 0.38365903] [ 0.28397846 0.52727879 0.52377359 0.7456513 0.47443769] [ 0.36666515 0.53402903 0.45665306 0.69873629 0.37757047] [ 0.48344133 0.47302583 0.48708032 0.37371635 0.51107594] [ 0.27976909 0.62729526 0.36848958 0.76826446 0.45758807] [ 0.18328072 0.64387661 0.4115227 0.81860139 0.50410715] [ 0.38707301 0.54994201 0.41674212 0.51514641 0.42885422] [ 0.23890776 0.63577279 0.53363374 0.78721452 0.5128608 ] [ 0.46917043 0.460218 0.41013431 0.67636539 0.34979862] [ 0.10305942 0.59560663 0.41202956 0.93406537 0.42938949] [ 0.51589526 0.41225331 0.38057285 0.4633946 0.36193285] [ 0.1563119 0.43732932 0.51034115 0.86028632 0.58646662] [ 0.6183729 0.39350493 0.62099579 0.23433503 0.53341008] [ 0.68515462 0.45641146 0.43459351 0.51665292 0.30015698] [ 0.66806412 0.30707509 0.53448011 0.40051446 0.50316356] Progress: 16.9% ... Training loss: 0.670 ... Validation loss: 1.185[ 0.13450488 0.52220341 0.4932669 0.73031459 0.49003212] [ 0.13383256 0.50508622 0.52884584 0.81866694 0.59410481] [ 0.4230623 0.56030521 0.49019193 0.57642386 0.53814874] [ 0.61835568 0.46561104 0.54746314 0.45482781 0.62080735] [ 0.80884816 0.43480274 0.48125515 0.17536802 0.2705661 ] [ 0.18048291 0.55244022 0.49906086 0.87210637 0.56757556] [ 0.53337287 0.53357643 0.65718922 0.60140848 0.39467583] [ 0.43738395 0.5634963 0.37770347 0.55182894 0.49240395] [ 0.88728262 0.33602474 0.46650841 0.23417823 0.30907058] [ 0.34120164 0.63416785 0.40272397 0.70076048 0.47881426] [ 0.16941264 0.61877391 0.47044983 0.83781282 0.50098623] [ 0.52388886 0.52801321 0.53664554 0.5850485 0.38384543] [ 0.34944087 0.50588605 0.56406096 0.63241203 0.59184578] [ 0.40718765 0.42319413 0.49360797 0.46544282 0.41374125] [ 0.68754508 0.47125444 0.42031088 0.2927839 0.36775412] [ 0.23804762 0.53446968 0.51024639 0.83784942 0.49988524] [ 0.47950124 0.63105476 0.37597753 0.50288749 0.5464315 ] [ 0.51835568 0.53971138 0.30614363 0.54250194 0.39823661] [ 0.31314611 0.54515813 0.3299516 0.80413161 0.44332206] [ 0.48670408 0.45045887 0.493993 0.50721827 0.65657725] [ 0.45299828 0.64004427 0.38851038 0.7436777 0.44939167] [ 0.24962547 0.64415498 0.45700957 0.69751359 0.44238334] [ 0.16032176 0.62486172 0.44459773 0.84384656 0.48532853] [ 0.66473657 0.50356282 0.41771057 0.40146417 0.32003131] [ 0.46046859 0.32956769 0.58343269 0.71530384 0.43573163] [ 0.06746449 0.661871 0.41390441 0.94489113 0.62246012] [ 0.80246351 0.45950178 0.53706047 0.30769655 0.36213146] [ 0.23418002 0.55553023 0.49221935 0.76489871 0.52913392] [ 0.68457489 0.42780659 0.42576732 0.47623996 0.54668621] [ 0.33358456 0.4862365 0.59658019 0.60695475 0.46977789] [ 0.5622198 0.51904332 0.32596287 0.36012211 0.39667421] [ 0.38544338 0.49338643 0.51680311 0.78362157 0.44826839] [ 0.32756049 0.49303211 0.40733774 0.63965205 0.44876875] [ 0.36959321 0.71484757 0.37880519 0.83294281 0.48746012] [ 0.44179972 0.45175049 0.59427381 0.82493295 0.40047217] [ 0.56697483 0.54454585 0.44729966 0.44575985 0.32747753] [ 0.15842347 0.54332753 0.45221665 0.86493421 0.48726921] [ 0.39058986 0.58040376 0.48178946 0.58049552 0.38506494] [ 0.5591558 0.45104528 0.49349871 0.31436808 0.39344971] [ 0.54465512 0.48701872 0.50969075 0.54914675 0.47435792] [ 0.67732801 0.42751655 0.55706202 0.28680866 0.43200111] [ 0.2845173 0.60552847 0.44722559 0.77800306 0.42043636] [ 0.76317794 0.40747827 0.56907162 0.37896049 0.42622215] [ 0.23577711 0.43384467 0.39372883 0.82771872 0.44760196] [ 0.12836299 0.58386413 0.61837292 0.81837877 0.55198865] [ 0.52937059 0.47757346 0.39859974 0.4345882 0.36766123] [ 0.79203971 0.31679431 0.52750584 0.24981627 0.37044788] [ 0.6504435 0.50151026 0.44968469 0.55961192 0.45973318] [ 0.8205261 0.45854008 0.42492911 0.21551842 0.35099714] [ 0.11203005 0.67489637 0.50406823 0.92242034 0.64135718] [ 0.79714592 0.40606863 0.42998369 0.25166976 0.32325008] [ 0.43057072 0.43289267 0.44405316 0.59381227 0.40055871] [ 0.4399226 0.57237683 0.3404548 0.69965027 0.35253454] [ 0.38368062 0.51904254 0.53302358 0.61198094 0.6565385 ] [ 0.51246911 0.49694274 0.36600171 0.68331377 0.390145 ] [ 0.5633389 0.38625466 0.43923284 0.44970594 0.43002104] [ 0.10191432 0.49944395 0.35534436 0.89329281 0.52850681] [ 0.16918777 0.48828763 0.42012893 0.71372149 0.58935481] [ 0.81409747 0.47382952 0.5013188 0.24582374 0.43642603] [ 0.61264733 0.53270231 0.55462488 0.49495489 0.43831009] [ 0.11911748 0.5224841 0.4175001 0.87163901 0.6365844 ] [ 0.34634892 0.56259457 0.35154762 0.7186068 0.30205951] [ 0.82231095 0.44168237 0.41530359 0.26830821 0.34900327] [ 0.13264697 0.654528 0.40912365 0.82548648 0.62432514] [ 0.67522794 0.34386528 0.47554432 0.20718677 0.50666108] [ 0.30120712 0.44111386 0.64427824 0.67843683 0.54044754] [ 0.32446103 0.55894009 0.55823953 0.59726395 0.45119793] [ 0.63058039 0.50216813 0.46824838 0.45741472 0.3442122 ] [ 0.46385609 0.66574234 0.41686748 0.81741857 0.43646929] [ 0.65894507 0.42624983 0.45530895 0.41035252 0.47199113] [ 0.888979 0.34410814 0.48928453 0.09466101 0.35443883] [ 0.40206488 0.44114119 0.52668599 0.73776293 0.43444378] [ 0.65042991 0.51103876 0.58049887 0.46909423 0.43537177] [ 0.54292659 0.38229582 0.67822717 0.34592264 0.50690455] [ 0.67498572 0.34198103 0.33671925 0.33950073 0.41944263] [ 0.53824457 0.48779358 0.39464109 0.57454508 0.36525482] [ 0.52473916 0.67773185 0.56419256 0.64660667 0.55973138] [ 0.55510754 0.4759504 0.49757494 0.44437482 0.50771289] [ 0.62666191 0.39412114 0.63029941 0.36121372 0.47104269] [ 0.32136669 0.47507756 0.50699013 0.51079229 0.59453479] [ 0.2994255 0.37660706 0.49320496 0.67736813 0.48433803] [ 0.4186764 0.45105802 0.593633 0.76242754 0.46379572] [ 0.61199586 0.40860096 0.46394104 0.43472593 0.39069305] [ 0.77820497 0.35223535 0.60034702 0.27101663 0.3635503 ] [ 0.2959731 0.48201435 0.52171254 0.74154448 0.51127649] [ 0.30427125 0.55425957 0.48957397 0.7879248 0.45868688] [ 0.62645494 0.48236316 0.338866 0.73125871 0.39347862] [ 0.19828067 0.57462333 0.54344944 0.90879979 0.60637153] [ 0.71810448 0.52822889 0.45359919 0.49040886 0.28629467] [ 0.51888255 0.36868163 0.63379343 0.61730659 0.33557693] [ 0.59718862 0.43335687 0.57921587 0.33311539 0.51108022] [ 0.49079158 0.46637465 0.51424017 0.40952378 0.37028254] [ 0.46340555 0.53003951 0.59833699 0.78796901 0.43365241] [ 0.20862492 0.50841696 0.50165845 0.82174245 0.51385886] [ 0.78164902 0.42123259 0.42614138 0.25435617 0.32892982] [ 0.24146113 0.61572437 0.42883811 0.88136407 0.36824798] [ 0.4179111 0.63061151 0.449756 0.62321056 0.61248942] [ 0.30816472 0.68978558 0.44113711 0.75100222 0.49757118] [ 0.26319804 0.54488185 0.47095244 0.82840987 0.32724407] [ 0.48015225 0.62564768 0.52777434 0.71773923 0.47655148] [ 0.66592872 0.39143684 0.48919241 0.59915118 0.30367276] [ 0.46468932 0.42497161 0.66651212 0.61985644 0.47269427] [ 0.80267598 0.33209269 0.61393182 0.23397071 0.39639759] [ 0.76422645 0.32706466 0.60277701 0.25351673 0.36268219] [ 0.5058236 0.3554835 0.44991734 0.53445254 0.37756921] [ 0.82246381 0.44609448 0.39825562 0.35501558 0.33753827] [ 0.19861948 0.67188865 0.44828516 0.80170662 0.46655245] [ 0.36184749 0.57670272 0.5226887 0.79465242 0.51244354] [ 0.75274609 0.36139734 0.611118 0.2914687 0.51036041] [ 0.51429864 0.52587929 0.47551709 0.53986982 0.44788556] [ 0.77773759 0.5015438 0.55250339 0.38794235 0.41027173] [ 0.1447762 0.65882067 0.50948684 0.89290541 0.53991497] [ 0.43337725 0.45031589 0.64375895 0.58407085 0.38961846] [ 0.22819481 0.56642806 0.36495855 0.77078653 0.55471133] [ 0.24766877 0.61944445 0.32823757 0.78667669 0.5329381 ] [ 0.43588834 0.60588092 0.47940669 0.74597943 0.41695101] [ 0.73311245 0.43195023 0.46364203 0.42261307 0.47275173] [ 0.69217619 0.47814406 0.59093024 0.25181858 0.56807893] [ 0.59999556 0.44528112 0.55724082 0.36079588 0.41131474] [ 0.6900964 0.33853724 0.54618033 0.14104612 0.469437 ] [ 0.64940785 0.34194867 0.48185225 0.42282401 0.46363284] [ 0.33774753 0.55141648 0.3418901 0.71012417 0.36552081] [ 0.72103091 0.41568586 0.53751365 0.461082 0.3376656 ] [ 0.69949241 0.37691349 0.36735231 0.62813805 0.37205338] [ 0.86474392 0.25267251 0.71318659 0.14488046 0.46539888] [ 0.31748099 0.67472867 0.40382274 0.85997585 0.5654144 ] [ 0.31271079 0.50939218 0.55980116 0.64228705 0.47064583] [ 0.60497872 0.38252198 0.43178599 0.43865651 0.38717804] Progress: 16.9% ... Training loss: 0.670 ... Validation loss: 1.181[ 0.80135723 0.36368751 0.45835235 0.41707196 0.31395576] [ 0.22376019 0.45691779 0.50877833 0.7737498 0.45370432] [ 0.507198 0.51788842 0.42929175 0.6612722 0.56968475] [ 0.58546818 0.38423624 0.4169267 0.46417609 0.48737518] [ 0.72348726 0.41339559 0.38879383 0.46380119 0.42689791] [ 0.56314232 0.54814387 0.45388681 0.58873488 0.37513094] [ 0.34347986 0.58954978 0.41869897 0.72219555 0.4087655 ] [ 0.60593528 0.3643252 0.41100482 0.50346654 0.45924889] [ 0.57243853 0.3583705 0.62158833 0.5407481 0.34852439] [ 0.7161486 0.41974653 0.58628973 0.26072426 0.42182086] [ 0.61656357 0.61271859 0.53578712 0.56387817 0.44209972] [ 0.27161973 0.43973871 0.39589604 0.74713836 0.53248096] [ 0.50959789 0.43796107 0.50762792 0.34838624 0.44356899] [ 0.39111599 0.48219928 0.48691609 0.81780772 0.47380203] [ 0.64067218 0.38691347 0.64599974 0.49877684 0.37916603] [ 0.77339316 0.27154483 0.5604669 0.30636554 0.42001296] [ 0.38942067 0.39865403 0.43670753 0.79228126 0.37472091] [ 0.65137785 0.51911814 0.5932667 0.45510449 0.43549423] [ 0.45813324 0.57211924 0.56530449 0.59720008 0.5529035 ] [ 0.45911369 0.40010068 0.55131072 0.6473092 0.42814051] [ 0.52396393 0.43925647 0.60317521 0.4641886 0.44919209] [ 0.49009371 0.60181388 0.47538432 0.76340131 0.40310741] [ 0.54089197 0.52103656 0.49081378 0.47385663 0.59905496] [ 0.71510711 0.57896279 0.56168027 0.333611 0.54196627] [ 0.67294112 0.42342988 0.51531546 0.34871516 0.51301307] [ 0.20328301 0.60946315 0.53537458 0.83045637 0.55749225] [ 0.60369604 0.48777418 0.50147805 0.43420045 0.3752991 ] [ 0.66405164 0.35473998 0.54665708 0.45240697 0.536804 ] [ 0.22920932 0.3804063 0.41558369 0.8310959 0.56300309] [ 0.15782467 0.68534666 0.32432893 0.88891832 0.42790024] [ 0.48557822 0.70436165 0.39861539 0.68136162 0.40583174] [ 0.46798544 0.49825152 0.46510187 0.51602195 0.34989978] [ 0.58230003 0.45732552 0.53962143 0.49207559 0.39975978] [ 0.57033776 0.63145075 0.48986285 0.59078092 0.36301351] [ 0.3879476 0.57965638 0.41413474 0.67568997 0.42288982] [ 0.57765065 0.39265228 0.48080951 0.45705053 0.46212726] [ 0.80529867 0.34180823 0.50324936 0.26478424 0.39325816] [ 0.56496842 0.43304896 0.58639379 0.67855439 0.37098059] [ 0.36629121 0.42816957 0.58981249 0.74554958 0.38294451] [ 0.46891814 0.57176691 0.36181932 0.55112852 0.42448566] [ 0.66719389 0.64964978 0.44440101 0.55997227 0.3809994 ] [ 0.37427042 0.54282781 0.58812386 0.63988455 0.56818721] [ 0.75456929 0.35424068 0.55120487 0.28729785 0.46186595] [ 0.30182195 0.54623311 0.45543112 0.70754768 0.67507339] [ 0.4353858 0.46128619 0.46870385 0.60239127 0.34438517] [ 0.44131071 0.57622061 0.51200726 0.56448933 0.49541085] [ 0.16075204 0.67981002 0.34126201 0.83607176 0.44911254] [ 0.45200251 0.56178866 0.45547246 0.62110491 0.48435603] [ 0.30734536 0.52495381 0.57989575 0.75753241 0.40255693] [ 0.27331458 0.59606885 0.37574882 0.81543387 0.60513321] [ 0.37216693 0.62207026 0.51889232 0.7994905 0.43946139] [ 0.87574124 0.3524819 0.61848998 0.13952303 0.38776933] [ 0.22241235 0.56824678 0.44598067 0.85670491 0.53756897] [ 0.8185335 0.4337965 0.52136604 0.23418269 0.3496831 ] [ 0.14666328 0.52456253 0.28764296 0.8236663 0.47548576] [ 0.188808 0.70793953 0.36994727 0.86642909 0.49513702] [ 0.67318216 0.42563632 0.62746928 0.23813589 0.52092734] [ 0.45449502 0.52370423 0.72765478 0.55783869 0.44723052] [ 0.14530078 0.45528751 0.56659667 0.77137955 0.46398318] [ 0.6578871 0.4148379 0.42216361 0.70356197 0.40594717] [ 0.66912423 0.35936785 0.61010235 0.39920856 0.41420935] [ 0.39227935 0.60501273 0.49166841 0.65044898 0.5252772 ] [ 0.74918273 0.66457389 0.53057291 0.4828212 0.36245843] [ 0.47828269 0.58788218 0.41481549 0.66432797 0.34735311] [ 0.51228144 0.40364738 0.4505674 0.60057773 0.30026917] [ 0.64081413 0.59495518 0.47066429 0.52635008 0.40613331] [ 0.35305603 0.48921281 0.5271677 0.71750843 0.65276532] [ 0.31481968 0.4619969 0.4822619 0.68809579 0.36471218] [ 0.13560057 0.6317575 0.44648869 0.91067515 0.50664484] [ 0.52506709 0.53878489 0.40626606 0.80064786 0.41760165] [ 0.42996775 0.38259297 0.51086937 0.57044418 0.50823626] [ 0.45190746 0.41670336 0.51113739 0.62275937 0.36078631] [ 0.77611659 0.46803835 0.58071161 0.30683158 0.43170104] [ 0.14391741 0.4467963 0.40923745 0.86519511 0.55038288] [ 0.52486845 0.39846541 0.6262147 0.40137553 0.48151742] [ 0.71021525 0.45605409 0.57424242 0.37710253 0.42319171] [ 0.49044313 0.5045449 0.53571038 0.48495413 0.39437714] [ 0.19509422 0.56168362 0.48490369 0.89095195 0.47437316] [ 0.45813422 0.51646073 0.38976424 0.78674599 0.32443882] [ 0.36783634 0.62863854 0.46446109 0.67216087 0.40520613] [ 0.54621983 0.48971534 0.6049356 0.57078264 0.55576502] [ 0.39096547 0.58337176 0.46428774 0.57079699 0.53117416] [ 0.36049437 0.48004948 0.44138521 0.76002183 0.42959422] [ 0.33234786 0.46835382 0.52708329 0.58653279 0.50501817] [ 0.30739658 0.57320658 0.50911367 0.86381214 0.47059142] [ 0.0946177 0.61304966 0.44335058 0.9211754 0.52155209] [ 0.54467586 0.48849243 0.45303744 0.73243555 0.29183865] [ 0.25542336 0.60859012 0.30116768 0.82075496 0.41721542] [ 0.39980796 0.55398187 0.42323748 0.56860547 0.6094832 ] [ 0.15196928 0.63941078 0.35726077 0.88015642 0.46039178] [ 0.38580413 0.53953779 0.44075203 0.61337356 0.45932438] [ 0.63879511 0.3631888 0.6311919 0.26510925 0.59509449] [ 0.55345235 0.62203597 0.3687738 0.47933183 0.46707693] [ 0.82697561 0.36964136 0.53290103 0.21068228 0.42001206] [ 0.44636428 0.45395528 0.66735688 0.71128504 0.45089751] [ 0.17449122 0.51972352 0.41657587 0.77269051 0.55203486] [ 0.32901007 0.42816684 0.5611189 0.72717823 0.40574493] [ 0.66693319 0.60057762 0.26019242 0.46820112 0.32914622] [ 0.18063546 0.57684483 0.59494852 0.8259205 0.423682 ] [ 0.38301154 0.48205543 0.46724045 0.60316198 0.57187935] [ 0.27853669 0.5256585 0.45262099 0.76935074 0.30301664] [ 0.51091734 0.51890824 0.54124364 0.49499409 0.52896832] [ 0.20395243 0.47642538 0.48978706 0.88758609 0.59067214] [ 0.59378381 0.36924769 0.62568688 0.51201437 0.30925505] [ 0.59142232 0.44472539 0.43737091 0.45732221 0.38793345] [ 0.4353858 0.46128619 0.46870385 0.60239127 0.34438517] [ 0.59118285 0.64265072 0.38058376 0.60500946 0.37931411] [ 0.47436155 0.45984142 0.45861413 0.71351007 0.36375411] [ 0.8347369 0.43014523 0.59156073 0.25337758 0.42471555] [ 0.87291326 0.42157247 0.52867574 0.25177299 0.33257792] [ 0.60870354 0.30663258 0.4255446 0.42451689 0.43257329] [ 0.59219087 0.52292275 0.68361377 0.57467637 0.42459723] [ 0.39744879 0.52656749 0.46689337 0.51404929 0.44668135] [ 0.2786309 0.61992937 0.32861153 0.82636944 0.48354055] [ 0.33701455 0.53285372 0.39320122 0.75074336 0.31147092] [ 0.78510066 0.52850233 0.51415211 0.22644589 0.42676445] [ 0.15649961 0.50166641 0.39929376 0.86973073 0.59669489] [ 0.70885263 0.49559695 0.46727172 0.32270136 0.40096105] [ 0.20015781 0.52696762 0.39902718 0.75171681 0.54037889] [ 0.64291002 0.48885766 0.58755186 0.39049897 0.35234981] [ 0.17532017 0.54061688 0.50702973 0.86216574 0.61108709] [ 0.16005817 0.62525524 0.4444405 0.84401767 0.48550064] [ 0.69513849 0.43602792 0.58937603 0.27805683 0.52576042] [ 0.57956603 0.61445422 0.42484095 0.55308156 0.38410522] [ 0.29551357 0.48337403 0.59666925 0.65037207 0.55081109] [ 0.56792335 0.44346329 0.48148364 0.55524739 0.41481729] [ 0.38274849 0.48121159 0.59085169 0.65653559 0.54181411] [ 0.09995382 0.602049 0.39550367 0.9082373 0.48421757] Progress: 16.9% ... Training loss: 0.670 ... Validation loss: 1.178[ 0.68181208 0.4039992 0.56918206 0.40448704 0.42907239] [ 0.52158787 0.41570761 0.59969075 0.69599199 0.43409126] [ 0.44632086 0.45228732 0.49965223 0.79111999 0.46344984] [ 0.70697316 0.43389244 0.44415718 0.28423027 0.41411258] [ 0.77163248 0.28593895 0.60602167 0.21037253 0.41964821] [ 0.72674736 0.39805635 0.57713201 0.36625866 0.32849462] [ 0.58996971 0.48860284 0.52918068 0.4091534 0.40155019] [ 0.57844974 0.55213147 0.44330843 0.52578296 0.55001469] [ 0.48378984 0.4435359 0.47851579 0.63069102 0.49694511] [ 0.16497317 0.69006649 0.46237695 0.85678804 0.51607709] [ 0.86516088 0.25232405 0.7133322 0.14465138 0.46518566] [ 0.65522503 0.51397329 0.4430823 0.41487329 0.32377582] [ 0.46461951 0.6265739 0.3637945 0.64569742 0.31663165] [ 0.52625206 0.47349777 0.62957578 0.40544677 0.47374772] [ 0.64390745 0.49815559 0.42772119 0.54087832 0.36818928] [ 0.34718898 0.611706 0.4245749 0.68264251 0.42382437] [ 0.73832744 0.54515643 0.36010446 0.44313911 0.36306665] [ 0.51671592 0.58466383 0.50551549 0.54688974 0.32973293] [ 0.7320494 0.42036106 0.58606526 0.31997562 0.51120752] [ 0.54533698 0.38787843 0.60336492 0.48988083 0.51408547] [ 0.61444344 0.515985 0.51995556 0.39398581 0.48260149] [ 0.58809817 0.43904253 0.58302655 0.25580464 0.35223817] [ 0.77896855 0.35048521 0.39673351 0.25553998 0.3613099 ] [ 0.54651795 0.53049693 0.46977969 0.75311535 0.50286118] [ 0.39823271 0.38942349 0.58312042 0.69509405 0.45562416] [ 0.11877104 0.50618192 0.47613057 0.87305454 0.52280758] [ 0.81306181 0.48370066 0.42607556 0.22171255 0.367586 ] [ 0.31790888 0.61134663 0.36426504 0.77910762 0.4499528 ] [ 0.36002773 0.51903272 0.52151279 0.5824726 0.54639016] [ 0.82048475 0.42249931 0.65970352 0.3083806 0.43863619] [ 0.5891471 0.58891241 0.50307273 0.49500128 0.37870782] [ 0.28118492 0.60577399 0.54134277 0.60654995 0.36775665] [ 0.21823474 0.4681661 0.55503132 0.80705636 0.54792915] [ 0.42831333 0.52126748 0.45583707 0.69808449 0.3509279 ] [ 0.86604223 0.3095183 0.65585889 0.13421366 0.29489409] [ 0.77873883 0.40344393 0.48357271 0.30142967 0.52373545] [ 0.09783233 0.58850234 0.55118564 0.8373 0.63592216] [ 0.25094883 0.54131081 0.523217 0.84436688 0.44632358] [ 0.50882242 0.48705585 0.52369139 0.45805005 0.59123237] [ 0.70951002 0.36022614 0.52534992 0.25794052 0.46994346] [ 0.53956971 0.50033008 0.49935448 0.76916308 0.41729915] [ 0.62125445 0.50282684 0.36929376 0.49403072 0.37455595] [ 0.22161354 0.62976499 0.36729732 0.92028117 0.43422953] [ 0.80615337 0.46678014 0.4375177 0.38022987 0.36890428] [ 0.35795022 0.33840722 0.54442852 0.72484014 0.48034375] [ 0.31610788 0.61845141 0.38889816 0.78510714 0.4265865 ] [ 0.3201542 0.55239879 0.46382371 0.55074 0.40028498] [ 0.15177064 0.69860146 0.45617555 0.8625464 0.60882387] [ 0.76274552 0.24292666 0.39301775 0.19773723 0.38657028] [ 0.86160499 0.43083432 0.50313383 0.28004362 0.37294077] [ 0.53148809 0.32614862 0.54637175 0.48556443 0.34022575] [ 0.30502195 0.61244568 0.50122547 0.79595589 0.43693385] [ 0.66235029 0.59111078 0.45873018 0.41924241 0.46694416] [ 0.84736007 0.29760325 0.43585113 0.21110594 0.33513987] [ 0.2325564 0.54774384 0.55264906 0.7318806 0.53290326] [ 0.14164678 0.66364289 0.41322084 0.75799124 0.55752418] [ 0.2437879 0.58725355 0.43673197 0.75715132 0.48818767] [ 0.71297563 0.48736635 0.43538959 0.43328295 0.3808317 ] [ 0.73832744 0.54515643 0.36010446 0.44313911 0.36306665] [ 0.51427547 0.4567958 0.53376988 0.43259436 0.32890448] [ 0.35158272 0.47423042 0.34731308 0.80269815 0.39141033] [ 0.31608467 0.62921103 0.4521518 0.79681866 0.50021393] [ 0.55817542 0.33136292 0.67376402 0.51150198 0.42351006] [ 0.24372135 0.48597786 0.54775378 0.74012282 0.41775201] [ 0.54080459 0.55663415 0.53486056 0.65122478 0.41672702] [ 0.53009063 0.4123189 0.50966368 0.36165722 0.60175091] [ 0.56604971 0.48207843 0.45577487 0.68027443 0.28931177] [ 0.70710274 0.48663191 0.61273473 0.36470841 0.4543706 ] [ 0.55083229 0.39221724 0.57215646 0.65406546 0.32931087] [ 0.36097191 0.40195754 0.47581849 0.42739127 0.44480549] [ 0.76226684 0.55284124 0.4247437 0.31087187 0.36588937] [ 0.37554184 0.63376383 0.56399828 0.64125643 0.52964609] [ 0.63183585 0.42469205 0.62672973 0.33547889 0.52511884] [ 0.27120616 0.52007733 0.49922775 0.70696983 0.61810186] [ 0.43035778 0.46367538 0.53580538 0.67086261 0.42070822] [ 0.79493447 0.46240521 0.4895969 0.228861 0.420938 ] [ 0.75896298 0.33477344 0.52318446 0.24315876 0.36884652] [ 0.86826453 0.41057304 0.51859992 0.1880228 0.36261823] [ 0.15812029 0.62488864 0.37903125 0.80333723 0.51229401] [ 0.17411741 0.55353365 0.43885527 0.8574257 0.46134724] [ 0.30503864 0.42446728 0.39539761 0.69025787 0.55213447] [ 0.78483694 0.45927302 0.59638316 0.32820137 0.45554623] [ 0.22451499 0.46014037 0.60716513 0.82099796 0.56970978] [ 0.6040169 0.35056018 0.59199642 0.38679217 0.58365041] [ 0.35614635 0.52601211 0.38196353 0.68496072 0.42974364] [ 0.86922459 0.34507625 0.52539715 0.14937636 0.4016399 ] [ 0.14405736 0.56023457 0.51712251 0.90692336 0.51386767] [ 0.72312111 0.41355595 0.38873293 0.46409848 0.42697031] [ 0.63746923 0.40478965 0.5018652 0.41699752 0.45426693] [ 0.3846251 0.56461518 0.43881918 0.44925604 0.52909136] [ 0.463149 0.49447366 0.55085957 0.74976677 0.3983315 ] [ 0.4781468 0.38352428 0.57385089 0.6521814 0.43677323] [ 0.75572468 0.55973327 0.52496492 0.40299948 0.42006543] [ 0.50248575 0.5842015 0.54506891 0.58730101 0.36468747] [ 0.59465125 0.66404583 0.55540982 0.56094107 0.4645772 ] [ 0.28938163 0.61089744 0.40645824 0.61635897 0.38493671] [ 0.7005017 0.48290384 0.58305669 0.50333023 0.35390087] [ 0.82507149 0.40099394 0.53830908 0.2939133 0.44790374] [ 0.35496235 0.61026776 0.43520371 0.72610821 0.48481015] [ 0.19050627 0.59178769 0.34090368 0.82035114 0.51706208] [ 0.17582435 0.42166412 0.54175684 0.84777386 0.53373037] [ 0.82355479 0.37824554 0.55909558 0.32443056 0.39631707] [ 0.19565638 0.62767566 0.40336487 0.85276871 0.44196314] [ 0.73700222 0.46030072 0.41467932 0.26459033 0.26912166] [ 0.30442984 0.61276061 0.46171679 0.74182794 0.45144027] [ 0.87455503 0.3857367 0.48964913 0.11266073 0.34715432] [ 0.17724707 0.52267023 0.39631282 0.85884365 0.52735574] [ 0.71443726 0.48400888 0.52729665 0.22435874 0.33028934] [ 0.11645557 0.56675121 0.40946355 0.81734078 0.51223033] [ 0.30797527 0.5578916 0.36023006 0.52913167 0.44527565] [ 0.59941399 0.53183569 0.42908604 0.35877692 0.41159603] [ 0.81211961 0.32193862 0.58371258 0.15656625 0.37884347] [ 0.65174323 0.41688101 0.50090109 0.40240043 0.54168507] [ 0.11869855 0.52317611 0.41722958 0.87195464 0.63686639] [ 0.5124406 0.51468987 0.35277111 0.58089261 0.4648198 ] [ 0.40909927 0.69184424 0.43682735 0.7603511 0.50192202] [ 0.6318076 0.40597375 0.41305845 0.38947174 0.35498676] [ 0.65785048 0.50275259 0.55766606 0.31422217 0.56845091] [ 0.5398736 0.73689139 0.35574642 0.80757898 0.48947064] [ 0.09783233 0.58850234 0.55118564 0.8373 0.63592216] [ 0.83268124 0.48291143 0.48650126 0.35344769 0.31405868] [ 0.52997003 0.53429989 0.46098863 0.33106327 0.53836455] [ 0.85532918 0.37679833 0.44445609 0.23394627 0.36564231] [ 0.39389988 0.56536804 0.43052676 0.57020319 0.45611218] [ 0.44779355 0.56559061 0.53547168 0.65024056 0.31609367] [ 0.65246778 0.52843998 0.38074809 0.55642962 0.45047151] [ 0.60084089 0.60190821 0.54193073 0.59383697 0.36770333] [ 0.45047667 0.54437461 0.40740521 0.83355716 0.40973815] Progress: 17.0% ... Training loss: 0.669 ... Validation loss: 1.175[ 0.60352471 0.44914749 0.48455235 0.46411915 0.31577523] [ 0.83271354 0.50725059 0.60024127 0.19389868 0.50056002] [ 0.25973171 0.54884567 0.45893764 0.86373635 0.46765593] [ 0.36273407 0.66481935 0.55122141 0.6254881 0.58133075] [ 0.18798062 0.52478454 0.56907554 0.7483716 0.64292432] [ 0.70700841 0.34216938 0.59081656 0.39292489 0.42479916] [ 0.37734983 0.5847956 0.54730965 0.63083891 0.46512423] [ 0.0937393 0.53707355 0.55116164 0.87139568 0.6508608 ] [ 0.47591696 0.45332497 0.52262026 0.60276731 0.29293272] [ 0.18243021 0.53655415 0.5278036 0.86406886 0.63900528] [ 0.70980118 0.36009439 0.52540531 0.25776865 0.4698825 ] [ 0.62907773 0.54152203 0.43128057 0.34090256 0.39614924] [ 0.26172687 0.47942618 0.53304542 0.71068591 0.66269751] [ 0.32846872 0.56245433 0.47569653 0.77388723 0.39503609] [ 0.46202608 0.37348593 0.38270837 0.68995281 0.36758928] [ 0.47407768 0.50663667 0.50606821 0.67450292 0.32658939] [ 0.55687535 0.66344045 0.57976486 0.47633582 0.49795699] [ 0.29533015 0.39833504 0.48965587 0.48263172 0.72828593] [ 0.66911036 0.50201475 0.39325933 0.23944726 0.3422899 ] [ 0.82306642 0.45679295 0.55393651 0.24073524 0.4190767 ] [ 0.53829946 0.49329744 0.41460493 0.3898643 0.47765737] [ 0.424832 0.63166186 0.50187285 0.57730962 0.38581384] [ 0.84674524 0.31243009 0.46680215 0.11263536 0.37423662] [ 0.63888894 0.55058946 0.43752524 0.36382413 0.40791654] [ 0.19210217 0.50136015 0.52665107 0.88094447 0.54506096] [ 0.57415172 0.52532967 0.37523008 0.38315314 0.40137793] [ 0.44369916 0.57994755 0.42517367 0.6740037 0.43000369] [ 0.68587754 0.482548 0.4676563 0.46259998 0.42824759] [ 0.87943815 0.39428269 0.56081347 0.33101512 0.25648608] [ 0.3345064 0.60258854 0.40894442 0.59612464 0.43030155] [ 0.26955453 0.70868556 0.39090098 0.71842223 0.46051853] [ 0.72755066 0.44665328 0.50178715 0.35609673 0.37120724] [ 0.19650418 0.50670369 0.44184568 0.84275555 0.4625049 ] [ 0.50009435 0.55393177 0.4574303 0.50881173 0.3977909 ] [ 0.40519825 0.46315404 0.55802099 0.66235317 0.5715645 ] [ 0.2364944 0.62970237 0.39092494 0.67231896 0.49761315] [ 0.72228704 0.37511525 0.47197354 0.17402415 0.37334264] [ 0.49743838 0.56696558 0.49753793 0.66343112 0.42814353] [ 0.89181274 0.45718675 0.5058177 0.26321889 0.3828197 ] [ 0.16644584 0.61725549 0.4566855 0.91404896 0.4718111 ] [ 0.35148477 0.49680691 0.542746 0.65580009 0.56694523] [ 0.39912779 0.37922517 0.46263585 0.57345098 0.44969567] [ 0.53104233 0.50403778 0.46594729 0.6603228 0.35004607] [ 0.20365496 0.47677184 0.48964993 0.88775044 0.59082658] [ 0.09782288 0.5885455 0.55117051 0.83726847 0.635945 ] [ 0.23855877 0.52454954 0.48196774 0.89138022 0.5366516 ] [ 0.80488743 0.39451944 0.50289895 0.2674562 0.42492734] [ 0.7273352 0.40356329 0.64033502 0.28193207 0.51838738] [ 0.72691125 0.40487493 0.537799 0.29829108 0.4238748 ] [ 0.58250497 0.53894501 0.54463701 0.414496 0.41368075] [ 0.87452889 0.4505777 0.53907302 0.28800134 0.38165438] [ 0.78020572 0.57648522 0.35871011 0.43000781 0.43337453] [ 0.70236033 0.42012877 0.5260424 0.23382227 0.38797953] [ 0.71677786 0.43844413 0.42079028 0.44098696 0.38850177] [ 0.71700572 0.44457644 0.45733322 0.36871597 0.37413445] [ 0.35509842 0.52238049 0.43099049 0.63950283 0.58901242] [ 0.5291811 0.52166478 0.39352405 0.35976721 0.3936559 ] [ 0.61264164 0.490806 0.57112203 0.4269398 0.43615098] [ 0.31230529 0.49209044 0.62437345 0.71523009 0.56337528] [ 0.44155964 0.50385625 0.5558311 0.5895838 0.38901913] [ 0.19952463 0.74672789 0.31653703 0.85583598 0.49458523] [ 0.61965847 0.61139656 0.30706517 0.42446584 0.40059817] [ 0.62820666 0.47189336 0.38198314 0.49289968 0.4745355 ] [ 0.83883713 0.37669129 0.491708 0.38818964 0.3694776 ] [ 0.29891988 0.514441 0.42461497 0.77278987 0.33994394] [ 0.36761248 0.62890272 0.46435054 0.67234649 0.40533031] [ 0.40344877 0.46236824 0.53539358 0.52288962 0.37510434] [ 0.70189823 0.39274987 0.65697046 0.29951861 0.53146006] [ 0.61479872 0.40508868 0.45629344 0.36514234 0.54464298] [ 0.53565552 0.53656682 0.42548838 0.73432126 0.32496412] [ 0.46059283 0.67317776 0.4139404 0.65209565 0.53556288] [ 0.72513278 0.37048552 0.57188506 0.28401756 0.3864044 ] [ 0.08128304 0.51891467 0.60854264 0.86317517 0.75863665] [ 0.77744715 0.5115282 0.575796 0.18972395 0.41372577] [ 0.62668567 0.46250654 0.65642147 0.38545617 0.5123046 ] [ 0.70991691 0.23435884 0.61008164 0.37801251 0.47110481] [ 0.46039534 0.54539053 0.44492961 0.76446457 0.50009583] [ 0.3770903 0.47661086 0.459931 0.48527351 0.49955464] [ 0.78255277 0.45884893 0.52646728 0.46496327 0.38661487] [ 0.86037188 0.2861961 0.58297725 0.07932619 0.33298253] [ 0.24049024 0.6066359 0.38968174 0.86538579 0.51813376] [ 0.15796744 0.60710062 0.4531219 0.82713964 0.5843051 ] [ 0.63350582 0.39009588 0.57731837 0.28571335 0.62081675] [ 0.25945932 0.5447896 0.49375055 0.74909555 0.52671264] [ 0.07525565 0.5600266 0.45939526 0.91604644 0.57139004] [ 0.29700068 0.44328289 0.63804072 0.68064996 0.39606997] [ 0.74116718 0.29486687 0.52889716 0.32029733 0.46424256] [ 0.75042214 0.36684046 0.5931552 0.23214333 0.30859247] [ 0.60372824 0.50810135 0.46468219 0.52304179 0.35984098] [ 0.40608737 0.37026856 0.54385887 0.68257145 0.38300382] [ 0.47831526 0.68955489 0.46329392 0.75766613 0.51304574] [ 0.30138826 0.63216647 0.63237284 0.71260327 0.64003386] [ 0.43249325 0.47439833 0.5029076 0.4925051 0.47512627] [ 0.51329331 0.42981655 0.5707707 0.52367935 0.47396417] [ 0.62248002 0.3556664 0.6286023 0.28309578 0.56834515] [ 0.45103772 0.60745425 0.3238895 0.64224774 0.33590005] [ 0.43249325 0.47439833 0.5029076 0.4925051 0.47512627] [ 0.13795 0.53110069 0.47817196 0.81474463 0.58392456] [ 0.67961077 0.44858419 0.51503718 0.31936251 0.2874935 ] [ 0.89295406 0.29940925 0.53360553 0.12325316 0.37222933] [ 0.73877614 0.39470164 0.44578033 0.27247143 0.39961655] [ 0.20502041 0.58846437 0.47708955 0.83919579 0.56069439] [ 0.73926306 0.50824035 0.43279737 0.29975695 0.49570822] [ 0.87443084 0.50793145 0.49341356 0.35895303 0.32218994] [ 0.31230529 0.49209044 0.62437345 0.71523009 0.56337528] [ 0.27652487 0.57050901 0.44076365 0.79792903 0.3057071 ] [ 0.65861565 0.53871115 0.56632814 0.44519975 0.47316072] [ 0.22255181 0.60638194 0.46326071 0.89185558 0.55048144] [ 0.82191569 0.35727338 0.49216248 0.21600178 0.39867167] [ 0.22944675 0.57562977 0.49827581 0.62490974 0.54041881] [ 0.30302045 0.5211027 0.50201058 0.85637667 0.48110162] [ 0.11829577 0.66655024 0.35044415 0.87935123 0.36900291] [ 0.33239863 0.58758234 0.29121252 0.75751598 0.44701982] [ 0.19146015 0.46070017 0.49354055 0.88061476 0.4919795 ] [ 0.54495153 0.53006822 0.4628397 0.62765803 0.34636127] [ 0.39346174 0.44113124 0.48236086 0.81659947 0.47524149] [ 0.38057204 0.59457738 0.47770393 0.68263762 0.61847078] [ 0.60020787 0.6107691 0.56351561 0.57173198 0.47009605] [ 0.26217293 0.44849417 0.4675379 0.77569002 0.56644647] [ 0.40652487 0.61178489 0.46838372 0.70631785 0.57280695] [ 0.38923784 0.57445319 0.4805116 0.61177767 0.37498977] [ 0.53527701 0.56446472 0.30937588 0.67734789 0.47545888] [ 0.7824318 0.40979419 0.51819412 0.26112522 0.44269975] [ 0.5541367 0.50646755 0.53856944 0.4235792 0.39131173] [ 0.85473976 0.41823023 0.51353499 0.17800009 0.28636854] [ 0.79501939 0.40479746 0.63839736 0.33510967 0.42000405] [ 0.66657513 0.41891343 0.47270026 0.36708971 0.40383143] [ 0.67925075 0.53190226 0.53868469 0.52753347 0.40191268] Progress: 17.1% ... Training loss: 0.669 ... Validation loss: 1.178[ 0.31333239 0.63378444 0.44374493 0.74624527 0.51044247] [ 0.39288299 0.41534821 0.51276173 0.6365443 0.40441948] [ 0.7235716 0.36071106 0.52107405 0.21609858 0.40540514] [ 0.41549306 0.57322343 0.33804665 0.61855509 0.42602941] [ 0.68150472 0.34209138 0.52474633 0.32351767 0.49914373] [ 0.65557585 0.49605932 0.44041722 0.366879 0.37289946] [ 0.21488189 0.63453023 0.50861162 0.63073648 0.55786759] [ 0.56673109 0.55236929 0.49195943 0.52603682 0.54613297] [ 0.31215973 0.47033421 0.36672108 0.56416241 0.51816868] [ 0.62694923 0.38863331 0.47573254 0.43868767 0.44701329] [ 0.34302653 0.52801426 0.53603393 0.73892455 0.42712637] [ 0.56509014 0.40811671 0.52029676 0.45604038 0.39981279] [ 0.43246661 0.45103512 0.51053219 0.78253195 0.51365257] [ 0.13300299 0.53225598 0.41591728 0.86585944 0.63093965] [ 0.50344376 0.62240993 0.32338748 0.73455644 0.33568156] [ 0.52076 0.63037922 0.44980293 0.70906123 0.33416816] [ 0.70097433 0.39209323 0.42348703 0.32198087 0.4690976 ] [ 0.8562175 0.40135266 0.5761873 0.20666765 0.37151111] [ 0.68089311 0.55558094 0.49355822 0.28531208 0.49146848] [ 0.26838013 0.61532767 0.48277219 0.74998161 0.52927671] [ 0.43736786 0.52568333 0.44390067 0.76068833 0.33973818] [ 0.46762708 0.56354456 0.39872954 0.51488467 0.4857064 ] [ 0.5496426 0.44351924 0.54035911 0.43958967 0.58709328] [ 0.36515155 0.66807527 0.22116651 0.79022459 0.29705152] [ 0.60714341 0.42520232 0.67187469 0.53669571 0.42215264] [ 0.67495084 0.53735197 0.5165939 0.54025469 0.37769632] [ 0.53060885 0.66275752 0.37536204 0.62427194 0.44744996] [ 0.59519364 0.66387902 0.55547919 0.56055792 0.46450882] [ 0.8351243 0.35500347 0.64333591 0.17094512 0.43515683] [ 0.29543281 0.59154222 0.48762226 0.77865103 0.5779921 ] [ 0.69610833 0.47674761 0.38415326 0.52374666 0.35238232] [ 0.48661146 0.51597398 0.30178822 0.49522038 0.41227974] [ 0.84528031 0.31725022 0.60869139 0.18131946 0.39124398] [ 0.15533473 0.61880252 0.33177642 0.89545168 0.41246291] [ 0.43348331 0.41439375 0.48095072 0.61994686 0.42994341] [ 0.32848137 0.58410402 0.51514223 0.62493132 0.61698471] [ 0.349029 0.51742253 0.40902192 0.72107079 0.37485105] [ 0.3020588 0.43109296 0.63338379 0.77975637 0.49735319] [ 0.21074175 0.65106011 0.56974616 0.79227761 0.65231332] [ 0.50197352 0.5045519 0.52806144 0.50594027 0.4067471 ] [ 0.21968847 0.53248171 0.54541022 0.72763246 0.50166568] [ 0.2297481 0.5838154 0.40725389 0.56517971 0.51700018] [ 0.74262571 0.41859372 0.42332544 0.39395368 0.35106741] [ 0.50157905 0.34980451 0.50895132 0.61886908 0.50649893] [ 0.11477356 0.50415949 0.42452643 0.92159318 0.47487078] [ 0.24788524 0.64540079 0.4564931 0.6986256 0.44294964] [ 0.49731021 0.62859753 0.42796816 0.61036788 0.40165952] [ 0.44350892 0.4601069 0.41783012 0.68697081 0.35224878] [ 0.45323371 0.55707156 0.47417599 0.5925993 0.43912312] [ 0.1708354 0.43768322 0.37869042 0.90707865 0.4556574 ] [ 0.5564919 0.40091119 0.35984228 0.46400675 0.42099684] [ 0.82478669 0.34018884 0.50976738 0.1441206 0.25554241] [ 0.69401243 0.48481592 0.52444497 0.36074638 0.38262368] [ 0.78703799 0.40209237 0.61658326 0.27216567 0.49671792] [ 0.7832539 0.45028006 0.56793469 0.2669586 0.44534604] [ 0.61782478 0.49268533 0.45165577 0.45462304 0.30282288] [ 0.52564561 0.3396877 0.65136618 0.60190421 0.37042495] [ 0.2737202 0.43064049 0.54217999 0.83044439 0.46113685] [ 0.32282951 0.62430739 0.48288139 0.68792855 0.58984127] [ 0.14472034 0.47576815 0.43541171 0.89648771 0.42057943] [ 0.30052543 0.48175304 0.53683655 0.68361567 0.53800392] [ 0.87204746 0.45242697 0.53663906 0.19183592 0.3708655 ] [ 0.56522058 0.48889811 0.54524139 0.64504639 0.40838719] [ 0.31139578 0.47482936 0.49208577 0.70155856 0.51300906] [ 0.36800162 0.57032185 0.42903478 0.72344449 0.47384321] [ 0.80168888 0.41030454 0.35223666 0.32074433 0.29758363] [ 0.7432308 0.57875125 0.55462792 0.48949092 0.40139908] [ 0.37047207 0.57323115 0.24758215 0.79489128 0.45710828] [ 0.38191845 0.58581659 0.3278361 0.53117617 0.39312037] [ 0.48272035 0.5101732 0.63822187 0.43956307 0.56585471] [ 0.18656901 0.59413659 0.32170943 0.75803136 0.43937607] [ 0.260457 0.66932154 0.46575739 0.77079948 0.39933205] [ 0.11872014 0.5512032 0.60822092 0.81138458 0.62546382] [ 0.61955587 0.53675708 0.31871516 0.44393672 0.39482066] [ 0.72520162 0.56528401 0.46849098 0.55665669 0.34307009] [ 0.20111217 0.66542667 0.42414758 0.7350721 0.46037856] [ 0.56882372 0.54773081 0.48573387 0.59792076 0.34410663] [ 0.69505578 0.47878416 0.62891634 0.43909923 0.46417514] [ 0.75978772 0.46504004 0.47566334 0.35632943 0.43780576] [ 0.2269822 0.66408879 0.48180293 0.82450863 0.50332725] [ 0.22568716 0.53694051 0.5674483 0.85424696 0.45552963] [ 0.46645208 0.42006546 0.59064092 0.5908444 0.36773277] [ 0.22385405 0.53664564 0.53938985 0.89128453 0.54049825] [ 0.53422728 0.48085894 0.37954395 0.45826108 0.37793292] [ 0.51461723 0.62857816 0.49462499 0.56332094 0.49706515] [ 0.2771822 0.45835119 0.46582694 0.9023687 0.42677406] [ 0.26002546 0.54412175 0.47415056 0.70793825 0.43006967] [ 0.4012972 0.38805761 0.56554205 0.48344639 0.50704462] [ 0.74668322 0.36459514 0.49104464 0.3305674 0.41492579] [ 0.33779364 0.49998086 0.41976878 0.63415371 0.46631721] [ 0.85059206 0.43317645 0.50465223 0.22486541 0.34560477] [ 0.40992609 0.55061641 0.35516131 0.62080956 0.31735316] [ 0.12231079 0.56230933 0.38940594 0.86050263 0.52500484] [ 0.49264921 0.41536459 0.38399912 0.56073929 0.402296 ] [ 0.53765337 0.40923309 0.67310248 0.6049029 0.37714788] [ 0.63969785 0.59382621 0.5334559 0.5148184 0.41358239] [ 0.64801575 0.47640106 0.43449581 0.34916633 0.38460349] [ 0.5654061 0.36703096 0.5350971 0.61207987 0.45033079] [ 0.84872374 0.41096133 0.58363886 0.18324675 0.44984638] [ 0.77595398 0.38500068 0.58012829 0.24085306 0.40119518] [ 0.16766289 0.48515012 0.43942463 0.91238261 0.57369844] [ 0.25283146 0.52986169 0.50666749 0.84181677 0.51650715] [ 0.15162255 0.58113327 0.48844714 0.85004902 0.49979409] [ 0.5473294 0.38710951 0.60365774 0.4886995 0.51376737] [ 0.62372827 0.33772459 0.6567612 0.47683929 0.43659571] [ 0.64674192 0.61030237 0.32365872 0.51022176 0.3289535 ] [ 0.18728274 0.53585007 0.52549923 0.7101068 0.45141593] [ 0.25449922 0.63028373 0.46371185 0.82722626 0.49053967] [ 0.81605247 0.50384245 0.54091771 0.31505502 0.35074154] [ 0.60935002 0.52568656 0.62284802 0.41355766 0.46389053] [ 0.59978772 0.30253763 0.61022814 0.4009375 0.33691003] [ 0.54706986 0.42339962 0.54221431 0.56012182 0.5057409 ] [ 0.30833384 0.50585733 0.52070381 0.69992649 0.46314785] [ 0.53057919 0.43936272 0.35286721 0.45513225 0.42893498] [ 0.25308807 0.69269569 0.42970556 0.81740499 0.49182477] [ 0.26002546 0.54412175 0.47415056 0.70793825 0.43006967] [ 0.40076521 0.42960486 0.44624333 0.66084909 0.56248918] [ 0.34522469 0.61406218 0.42954844 0.81627186 0.58678697] [ 0.32062344 0.55019788 0.55876196 0.64112272 0.59601863] [ 0.72461315 0.39261213 0.38756542 0.27648181 0.33765176] [ 0.55917908 0.59647837 0.37299361 0.60314104 0.34714323] [ 0.71462203 0.38219094 0.6494146 0.1581123 0.53047892] [ 0.0561697 0.60323178 0.38916285 0.90326102 0.54271882] [ 0.53920307 0.45792227 0.52255424 0.67010037 0.34219534] [ 0.18336308 0.50716398 0.53422874 0.86843869 0.49597944] [ 0.79371885 0.53362369 0.35493795 0.38217281 0.40580038] [ 0.33803558 0.63584076 0.40206714 0.70243406 0.47955245] [ 0.48214297 0.61788766 0.58414381 0.51483111 0.42168617] Progress: 17.1% ... Training loss: 0.669 ... Validation loss: 1.173[ 0.10270628 0.56905509 0.42783885 0.84370649 0.45500849] [ 0.55170719 0.29651298 0.47220306 0.62907373 0.53749028] [ 0.267771 0.55160686 0.55784194 0.82750831 0.59901547] [ 0.85121081 0.35373837 0.56427501 0.16056383 0.39754774] [ 0.51906127 0.47199285 0.45832375 0.42365526 0.50863947] [ 0.64311197 0.4143011 0.51989549 0.34324776 0.65190211] [ 0.35763928 0.43203896 0.67325475 0.61566852 0.43191746] [ 0.65453733 0.50326247 0.47660678 0.49023198 0.43621338] [ 0.41699866 0.6313329 0.44946591 0.62373747 0.61280769] [ 0.52335925 0.39766318 0.35522391 0.42549496 0.35245985] [ 0.45962942 0.58675206 0.44706558 0.50540954 0.50036494] [ 0.18719096 0.66930664 0.32115739 0.80678876 0.48459052] [ 0.28338885 0.49241862 0.50364794 0.84695275 0.53949944] [ 0.50111661 0.43002789 0.56462345 0.40329252 0.63346633] [ 0.78106263 0.38216965 0.4873142 0.30769259 0.37302126] [ 0.55430293 0.34348376 0.58860868 0.37803885 0.54117949] [ 0.51544918 0.39270756 0.53652534 0.73648721 0.41965792] [ 0.27855812 0.52620037 0.45239858 0.76947767 0.30322643] [ 0.26004261 0.73626198 0.26874974 0.80422954 0.52194526] [ 0.57637729 0.46162771 0.37962719 0.64432133 0.36280494] [ 0.44321251 0.5837686 0.39084403 0.59346903 0.44318596] [ 0.22156314 0.4770756 0.54850381 0.74236282 0.54736396] [ 0.42025555 0.56800385 0.37918835 0.62724242 0.41672479] [ 0.59995363 0.58399117 0.49376481 0.57576703 0.46002502] [ 0.20569036 0.60219914 0.36347939 0.85704769 0.58682346] [ 0.58689644 0.42100714 0.59834468 0.67299071 0.38685536] [ 0.63664151 0.42569931 0.42369633 0.19159938 0.40171968] [ 0.29005195 0.54881899 0.37358356 0.65152628 0.5249724 ] [ 0.78117746 0.51104099 0.55893869 0.43348455 0.37315834] [ 0.74023347 0.27359763 0.57437818 0.28465747 0.36744492] [ 0.72333504 0.49622782 0.54009945 0.53721114 0.48102753] [ 0.23438307 0.6409017 0.36235011 0.76563424 0.47564474] [ 0.6484526 0.48667853 0.58891085 0.50082354 0.41776363] [ 0.1127553 0.42722298 0.45498168 0.84561057 0.60207017] [ 0.74773852 0.49194212 0.57313512 0.36973709 0.49295188] [ 0.34513128 0.57221098 0.45668019 0.58175432 0.53088725] [ 0.26192321 0.44988279 0.36834642 0.76036568 0.60670665] [ 0.20569036 0.60219914 0.36347939 0.85704769 0.58682346] [ 0.5212828 0.44728596 0.40562343 0.40916958 0.35054317] [ 0.58840202 0.48198583 0.46549113 0.45808171 0.40770706] [ 0.58617986 0.47326792 0.43944331 0.34549529 0.38115214] [ 0.84381237 0.410317 0.52517234 0.18686976 0.36317158] [ 0.72843786 0.494931 0.36279838 0.32831985 0.32545232] [ 0.80087901 0.4121312 0.37101161 0.3449188 0.35472344] [ 0.5695245 0.54771493 0.48573386 0.59764964 0.34411332] [ 0.81557922 0.46737644 0.46654685 0.36507581 0.32299206] [ 0.3830677 0.37670577 0.55000642 0.45317292 0.64683856] [ 0.84561391 0.29059243 0.57716416 0.11344357 0.43905112] [ 0.58934528 0.52312297 0.53927565 0.48231958 0.31995676] [ 0.39800054 0.59392295 0.45376339 0.87269212 0.51773276] [ 0.36061487 0.4603925 0.41772117 0.84164952 0.4660664 ] [ 0.53235512 0.3010611 0.46778836 0.53182366 0.37606227] [ 0.775928 0.3857631 0.41572075 0.28722408 0.32903076] [ 0.46187477 0.43703907 0.73191462 0.67161275 0.45643744] [ 0.91593364 0.33180141 0.54713797 0.11618774 0.38494315] [ 0.79476551 0.34788283 0.49279101 0.37951255 0.3838935 ] [ 0.55061954 0.5549845 0.49247014 0.60572576 0.41436395] [ 0.32614672 0.57147893 0.48236606 0.86007027 0.36930501] [ 0.63476756 0.40736463 0.62536961 0.28146275 0.54286989] [ 0.36765567 0.64713854 0.35832125 0.80512574 0.37443826] [ 0.54194039 0.54482831 0.33956392 0.59619509 0.39118068] [ 0.52842342 0.48195751 0.56911533 0.75952947 0.39651677] [ 0.19664303 0.54584976 0.41306664 0.63206013 0.41840495] [ 0.60567653 0.63784675 0.59370907 0.44725945 0.4977214 ] [ 0.51388315 0.43249242 0.54659858 0.37037119 0.49647188] [ 0.38460009 0.52400661 0.51782088 0.7965783 0.53597364] [ 0.32916239 0.48046434 0.44600675 0.59963535 0.42506057] [ 0.43575425 0.48630155 0.55331186 0.49808227 0.51463449] [ 0.21488364 0.50280659 0.52623393 0.70960074 0.45844236] [ 0.12034365 0.55111236 0.45213968 0.8239117 0.61660834] [ 0.19508802 0.57925796 0.40599147 0.83530873 0.34142951] [ 0.17488941 0.66415647 0.41974227 0.81511376 0.42234575] [ 0.71786153 0.32539255 0.66546468 0.28581669 0.4218254 ] [ 0.29718842 0.57475603 0.45048448 0.74437831 0.46568272] [ 0.77118394 0.31020218 0.66441381 0.19416504 0.43074334] [ 0.55160277 0.44190463 0.5538126 0.46905922 0.56314737] [ 0.54537764 0.53062474 0.55392338 0.40552242 0.55400082] [ 0.56159247 0.60355786 0.57430061 0.54567465 0.49227207] [ 0.39337546 0.58165943 0.46287484 0.61657498 0.44618157] [ 0.81717638 0.41317032 0.56405801 0.35480409 0.39880378] [ 0.66060858 0.42824483 0.61567533 0.48036865 0.45559244] [ 0.53603007 0.44915745 0.43720237 0.50727837 0.42407194] [ 0.57000823 0.58129976 0.46703848 0.55843962 0.50687396] [ 0.3645618 0.50291344 0.52104726 0.82173995 0.45075602] [ 0.42073438 0.42717695 0.54038946 0.6569964 0.36155373] [ 0.81076959 0.51600173 0.38815244 0.36482197 0.39759246] [ 0.42291421 0.61255974 0.44362808 0.71014221 0.45020857] [ 0.34070317 0.70001315 0.40981523 0.81873342 0.43779323] [ 0.11884848 0.58896895 0.50213941 0.890725 0.58956181] [ 0.33606507 0.44305202 0.50876319 0.55830865 0.40242432] [ 0.20626398 0.55166674 0.49755575 0.84243394 0.48776904] [ 0.58668175 0.46178179 0.58345843 0.32712587 0.47951754] [ 0.69789746 0.40150596 0.33548807 0.46877091 0.36341889] [ 0.46693759 0.57011432 0.54752848 0.48011603 0.6629129 ] [ 0.11864603 0.59494937 0.42318701 0.88474433 0.55923538] [ 0.58244638 0.35737311 0.651431 0.54358356 0.32170682] [ 0.77855656 0.4861526 0.44184747 0.24983966 0.38571738] [ 0.57021214 0.38914695 0.51375617 0.41333103 0.47300267] [ 0.59248845 0.50605838 0.54868434 0.69193599 0.41439922] [ 0.50498029 0.55298781 0.57554525 0.4959334 0.39699481] [ 0.51258221 0.61906243 0.46363656 0.52477882 0.51506975] [ 0.79581842 0.50647611 0.45090783 0.52067171 0.36911299] [ 0.60825593 0.39608633 0.54849802 0.42770575 0.50501356] [ 0.34402847 0.63579719 0.39154308 0.72246269 0.52051707] [ 0.75318962 0.32627625 0.49138625 0.28880995 0.38996965] [ 0.73528262 0.44335693 0.53953825 0.26828647 0.47686229] [ 0.41071399 0.63236552 0.42126088 0.64560584 0.58554774] [ 0.42628619 0.53317582 0.56693901 0.45518772 0.53679913] [ 0.78315428 0.4925747 0.56795327 0.24244645 0.49775191] [ 0.87211869 0.44387196 0.64928014 0.20106909 0.4586589 ] [ 0.21009624 0.52698323 0.66400173 0.796498 0.50184158] [ 0.83017945 0.41053726 0.50978678 0.36134248 0.44516024] [ 0.67385861 0.52327739 0.36296912 0.57352327 0.44033277] [ 0.64239333 0.35843713 0.51578898 0.47281564 0.52989614] [ 0.5301903 0.43959259 0.35278156 0.45532584 0.42902823] [ 0.20523799 0.70202703 0.36124015 0.82813549 0.57917557] [ 0.72129358 0.59241393 0.55042099 0.50837447 0.41961366] [ 0.71573267 0.4106381 0.57830509 0.33691499 0.35029617] [ 0.18950496 0.66569376 0.39172125 0.70162153 0.43221556] [ 0.23222363 0.64926442 0.36213339 0.87442459 0.42450547] [ 0.71685013 0.46787745 0.39569101 0.34318941 0.34210336] [ 0.15747981 0.67090839 0.5000014 0.91842166 0.54952172] [ 0.44278586 0.56452401 0.41974425 0.61201933 0.3810368 ] [ 0.80346707 0.32067868 0.63195496 0.21373723 0.53838286] [ 0.60103946 0.39415286 0.36500518 0.37641396 0.38576517] [ 0.46387504 0.43280149 0.5795583 0.41585699 0.68343131] [ 0.72614491 0.5574197 0.53804782 0.55327752 0.37893285] [ 0.77100424 0.49053444 0.40650515 0.47695733 0.32850392] Progress: 17.1% ... Training loss: 0.668 ... Validation loss: 1.176[ 0.68085331 0.38353507 0.58358128 0.33426794 0.56681229] [ 0.14189171 0.62085502 0.40685708 0.88220956 0.53145489] [ 0.3866025 0.46160874 0.47626282 0.52144955 0.58891492] [ 0.32915314 0.55130226 0.46239215 0.71350998 0.49148243] [ 0.19593133 0.59169617 0.39374589 0.78270561 0.40135777] [ 0.42773904 0.54572934 0.42279336 0.56892494 0.4387843 ] [ 0.50892943 0.48968407 0.6684711 0.51625142 0.49503386] [ 0.51757312 0.65877092 0.4403601 0.59413125 0.50287021] [ 0.34933692 0.527214 0.52230177 0.78762301 0.60599707] [ 0.35387751 0.57766334 0.4506605 0.46420211 0.51521797] [ 0.20535391 0.64846565 0.49270335 0.84293937 0.57762782] [ 0.58208188 0.56506322 0.34277679 0.48570966 0.47703938] [ 0.6902186 0.41965606 0.56338874 0.41034636 0.32528077] [ 0.26429821 0.56254002 0.38329395 0.73026034 0.41906223] [ 0.4019175 0.63888957 0.56566008 0.70262659 0.44327244] [ 0.5973812 0.476925 0.45762216 0.46692409 0.4451149 ] [ 0.57116209 0.48517249 0.38825822 0.45253875 0.33420503] [ 0.58236385 0.60197201 0.40740468 0.55477011 0.3610682 ] [ 0.22662282 0.53491142 0.56604216 0.8506482 0.49685166] [ 0.66198243 0.5691617 0.59440587 0.37622182 0.43645506] [ 0.22228241 0.55114512 0.53922178 0.77547001 0.53829467] [ 0.26947112 0.44244688 0.51969913 0.73835254 0.56965749] [ 0.17525356 0.66396848 0.41981608 0.81496473 0.42226792] [ 0.53924723 0.40234159 0.54337915 0.58814417 0.34216147] [ 0.54774134 0.43767597 0.56002478 0.38345099 0.60745842] [ 0.20534619 0.70028447 0.3060894 0.85329243 0.56796617] [ 0.27762211 0.60107896 0.38004268 0.68700709 0.4154572 ] [ 0.82501536 0.34881695 0.60798705 0.19962015 0.40180943] [ 0.61059961 0.45920492 0.44810655 0.45777383 0.41738879] [ 0.39703417 0.327487 0.65389217 0.73392778 0.47841724] [ 0.12927022 0.54498599 0.53597456 0.89899346 0.68963902] [ 0.48787483 0.49454776 0.61094954 0.63327532 0.43212901] [ 0.717227 0.41116848 0.58548483 0.3959656 0.43693112] [ 0.58082021 0.58921553 0.52728143 0.55014071 0.5210709 ] [ 0.4065781 0.61283451 0.3639287 0.75399472 0.38957796] [ 0.85011586 0.34300295 0.42259768 0.21723831 0.45513132] [ 0.47943496 0.54494457 0.4651349 0.57286604 0.4681035 ] [ 0.51115349 0.48007875 0.50810296 0.41311626 0.42763774] [ 0.30216686 0.63908927 0.28693765 0.66426624 0.47857833] [ 0.36911522 0.54728541 0.52458165 0.75125461 0.52963848] [ 0.70107335 0.50363733 0.40398318 0.33283418 0.35734614] [ 0.25632002 0.63901967 0.52722423 0.71344523 0.49088394] [ 0.66976244 0.46638866 0.58519032 0.38932323 0.46532009] [ 0.74349233 0.31664743 0.5995587 0.20019438 0.35779821] [ 0.59266769 0.39334843 0.64151138 0.59351858 0.3246365 ] [ 0.26957739 0.66038151 0.50678135 0.74898684 0.37834274] [ 0.5392059 0.73733532 0.35554297 0.80784093 0.48972575] [ 0.23059891 0.61529247 0.35706773 0.68329162 0.46988336] [ 0.23141973 0.5576817 0.49138823 0.7665066 0.53003291] [ 0.62537398 0.58096468 0.35626471 0.52184363 0.35692783] [ 0.69902079 0.41564105 0.60427941 0.19138462 0.47277194] [ 0.46197143 0.6343735 0.58847711 0.57308771 0.46028154] [ 0.84772559 0.39877815 0.61822572 0.16631784 0.39294301] [ 0.7143153 0.4646056 0.57530318 0.42413917 0.4247639 ] [ 0.14484457 0.47942519 0.3316604 0.9001612 0.43706258] [ 0.3208009 0.55252633 0.46377215 0.55024059 0.40036113] [ 0.43804756 0.44407654 0.48416162 0.74864342 0.36477294] [ 0.60002936 0.36826941 0.53366994 0.58053812 0.38964768] [ 0.84902267 0.29086123 0.5437933 0.13305175 0.43803248] [ 0.55328147 0.61780054 0.39258 0.62435429 0.39603385] [ 0.81204147 0.34079821 0.60147973 0.28582245 0.42186486] [ 0.58944204 0.46989169 0.40181695 0.44208764 0.46660002] [ 0.3138839 0.44166211 0.45425411 0.68230521 0.41266363] [ 0.78025693 0.39281894 0.59534821 0.2807746 0.53846898] [ 0.43657004 0.66041852 0.26777112 0.66714276 0.39336354] [ 0.54784781 0.46298409 0.42961098 0.48762916 0.52944715] [ 0.82470282 0.39858986 0.59111702 0.10865785 0.45412279] [ 0.6915109 0.53481051 0.41997313 0.44997221 0.32208595] [ 0.79886423 0.30549578 0.61100089 0.24331647 0.37205131] [ 0.44987889 0.57149112 0.33813526 0.67534331 0.40613473] [ 0.59485114 0.42688802 0.57858072 0.43014975 0.54981297] [ 0.50993614 0.51932857 0.54108122 0.49555604 0.52912863] [ 0.2578225 0.62226609 0.51712495 0.8711947 0.47496654] [ 0.62736238 0.3248719 0.69188936 0.37962639 0.41443959] [ 0.43835691 0.32621894 0.52293834 0.56392083 0.50682311] [ 0.16087474 0.58077016 0.45560591 0.90959191 0.51785484] [ 0.38640001 0.65462783 0.52393907 0.72432664 0.46752899] [ 0.46188366 0.58915818 0.44974912 0.63709027 0.3817121 ] [ 0.57243237 0.50568646 0.46653073 0.49965926 0.47672723] [ 0.54315199 0.54857284 0.54334035 0.54136896 0.45963302] [ 0.64732663 0.47090936 0.53624566 0.48633203 0.40337388] [ 0.77562939 0.36597366 0.51177062 0.4171745 0.45379685] [ 0.41029737 0.34431393 0.56047441 0.73776283 0.50052654] [ 0.58147115 0.38517141 0.572016 0.48471589 0.45936406] [ 0.10641559 0.53527789 0.57760816 0.91763182 0.61701836] [ 0.53603195 0.60112206 0.48364549 0.55019335 0.49617988] [ 0.80644474 0.29126263 0.56960498 0.28973797 0.40878671] [ 0.69498359 0.3148005 0.39900244 0.42522812 0.36319562] [ 0.49450234 0.41759601 0.48598429 0.6676076 0.32563712] [ 0.83723246 0.39891513 0.45090072 0.34233031 0.50305262] [ 0.48821309 0.48852128 0.57429514 0.74724274 0.43830223] [ 0.47780326 0.36698771 0.59500508 0.78803436 0.3702972 ] [ 0.67130868 0.48046397 0.58789788 0.44371872 0.42994206] [ 0.48476649 0.42661295 0.45609847 0.39814316 0.420389 ] [ 0.5730753 0.5967011 0.30017789 0.61541673 0.34128996] [ 0.1511409 0.4264179 0.41662121 0.87929151 0.55875516] [ 0.28461819 0.57753037 0.51860249 0.59185904 0.42841855] [ 0.65249378 0.47403775 0.51575788 0.38510716 0.53319235] [ 0.63600607 0.63937842 0.34932542 0.5102398 0.43415573] [ 0.88339768 0.329112 0.5204491 0.15051347 0.39363651] [ 0.5931541 0.42825717 0.62240503 0.52688887 0.35237394] [ 0.72801111 0.38430088 0.62875897 0.34374599 0.45761115] [ 0.83277886 0.34060334 0.56285397 0.18915023 0.44979014] [ 0.48391163 0.44368977 0.4784514 0.63067078 0.49702033] [ 0.87653746 0.35164858 0.61880987 0.13896006 0.38740081] [ 0.19837658 0.52858755 0.47054526 0.90811414 0.53299642] [ 0.69679337 0.3733545 0.52236376 0.25380657 0.42161006] [ 0.37236485 0.50254542 0.43156148 0.66853913 0.37863237] [ 0.53315173 0.49826116 0.5245363 0.23801303 0.37694488] [ 0.83708721 0.50229811 0.53099889 0.24824899 0.32639913] [ 0.58182322 0.57797327 0.47197439 0.3319327 0.48662951] [ 0.10133563 0.50103061 0.354773 0.8937366 0.52920193] [ 0.63253397 0.63029042 0.41395659 0.47863698 0.49463288] [ 0.23846569 0.54266214 0.61831633 0.82392789 0.40647415] [ 0.63010569 0.54123293 0.43138307 0.34024973 0.39604285] [ 0.64907479 0.59035004 0.3783053 0.57175624 0.2560901 ] [ 0.83765822 0.37312783 0.45732687 0.36155254 0.30087941] [ 0.54288097 0.5810974 0.28801176 0.69219153 0.35964206] [ 0.64193455 0.52901634 0.52449021 0.35842139 0.54861142] [ 0.68117874 0.41191609 0.51300323 0.30547683 0.29442128] [ 0.22200217 0.37661496 0.46225629 0.80972988 0.61159851] [ 0.34649506 0.69422023 0.39896595 0.77638492 0.52959309] [ 0.53357138 0.5167782 0.58114691 0.69188223 0.41037883] [ 0.76089991 0.49892676 0.61361244 0.42235933 0.33202493] [ 0.2057757 0.65636085 0.3443012 0.80238898 0.47848636] [ 0.41265448 0.58121578 0.35986238 0.68369142 0.35550671] [ 0.39178871 0.48646173 0.61060059 0.66447146 0.51296457] [ 0.26077065 0.54448573 0.49385363 0.74845648 0.52661538] Progress: 17.2% ... Training loss: 0.668 ... Validation loss: 1.170[ 0.17461835 0.53552199 0.46161395 0.87836095 0.52401387] [ 0.50548428 0.43606725 0.44793915 0.58824581 0.38945966] [ 0.3892243 0.66612806 0.32397994 0.83139994 0.32951925] [ 0.73163624 0.47615884 0.5251174 0.3274048 0.41864141] [ 0.83897795 0.28541482 0.55002734 0.21835231 0.47243748] [ 0.63159994 0.63069113 0.41381009 0.47918242 0.49479623] [ 0.62642891 0.46266795 0.65636603 0.38555195 0.51235928] [ 0.65750343 0.41529826 0.42197225 0.70397664 0.4061624 ] [ 0.64268544 0.48918206 0.57892621 0.40982262 0.5138756 ] [ 0.71607549 0.41581308 0.58269828 0.30014548 0.40292655] [ 0.24252422 0.68624205 0.24358351 0.81376421 0.43235046] [ 0.36705746 0.48716617 0.64190647 0.71649823 0.41214203] [ 0.51472798 0.40767497 0.59065055 0.6044858 0.33438204] [ 0.78446754 0.33226943 0.54280768 0.28040133 0.42074897] [ 0.71459011 0.39454781 0.53985845 0.12453301 0.50974641] [ 0.78775465 0.50399381 0.47913661 0.3875822 0.41543683] [ 0.42152671 0.51691075 0.4728929 0.62234146 0.52884811] [ 0.51597604 0.56357935 0.43273512 0.51692302 0.48558037] [ 0.5859766 0.55755922 0.52177935 0.49670787 0.30577578] [ 0.1580377 0.60307755 0.4719278 0.85048251 0.61864971] [ 0.49543211 0.52246696 0.58949992 0.61630093 0.49966402] [ 0.3630456 0.55410455 0.4688482 0.49129539 0.35474973] [ 0.26061411 0.47690028 0.4033326 0.67136536 0.40767495] [ 0.18259136 0.50809103 0.53386497 0.86878684 0.49636967] [ 0.29269985 0.71205841 0.47242349 0.85360096 0.59240901] [ 0.15974924 0.61547997 0.39994565 0.919515 0.43635984] [ 0.55483734 0.50624826 0.53862867 0.4232946 0.39124331] [ 0.5847425 0.273809 0.42999551 0.46321197 0.40108923] [ 0.77999742 0.30501212 0.60481368 0.26875788 0.36616473] [ 0.78929122 0.394935 0.54055619 0.35790781 0.41620392] [ 0.2737875 0.53282374 0.42699208 0.78444838 0.60322488] [ 0.30748449 0.57713399 0.3866492 0.81072035 0.5131946 ] [ 0.89177299 0.272568 0.49461273 0.15256513 0.42651061] [ 0.74057779 0.44143523 0.51162501 0.22849605 0.43960052] [ 0.3361363 0.52562895 0.48206485 0.68129266 0.62564054] [ 0.50147214 0.52981417 0.48336777 0.62934333 0.59157754] [ 0.80600269 0.39391612 0.50313429 0.26660068 0.42468434] [ 0.48548811 0.52149181 0.51387019 0.41790778 0.52662042] [ 0.7134054 0.53332936 0.54511555 0.56364901 0.34622109] [ 0.70815009 0.40397654 0.47511528 0.39489461 0.32478852] [ 0.70551066 0.3574633 0.59277257 0.36435298 0.42565047] [ 0.80021697 0.43031693 0.45582128 0.39270395 0.3589341 ] [ 0.47498734 0.50375009 0.57004253 0.65694454 0.49604156] [ 0.43371965 0.6073154 0.47883113 0.74702732 0.41757621] [ 0.64938112 0.42851533 0.40324418 0.27486545 0.40502297] [ 0.11133377 0.4537897 0.41695273 0.89501078 0.56662273] [ 0.31168821 0.49659403 0.33617416 0.80162071 0.56786912] [ 0.26788779 0.46939743 0.57925551 0.81835425 0.52425266] [ 0.47492136 0.32608062 0.47167927 0.67093239 0.38024486] [ 0.31459903 0.50934278 0.38958358 0.70921337 0.58996493] [ 0.12338459 0.49883018 0.30032528 0.92574103 0.4429686 ] [ 0.78044629 0.43854441 0.50097987 0.34632871 0.46191426] [ 0.73455024 0.42765882 0.52822595 0.25379519 0.38153046] [ 0.65478455 0.50355042 0.53858262 0.31806162 0.55982295] [ 0.48228767 0.46659603 0.41840082 0.61353665 0.44262844] [ 0.71322207 0.54194253 0.48423244 0.50263604 0.45156641] [ 0.32533698 0.51470124 0.62746678 0.73745067 0.50082722] [ 0.57919538 0.42018219 0.59237422 0.16232525 0.4465768 ] [ 0.54929058 0.5997893 0.27077558 0.54394971 0.36749981] [ 0.67343013 0.54430631 0.5339039 0.41596625 0.56260056] [ 0.84457345 0.48961913 0.48102302 0.289398 0.38726282] [ 0.21249151 0.59806121 0.39811646 0.64946991 0.57961669] [ 0.23604007 0.54399753 0.57799908 0.78037819 0.51781148] [ 0.38731879 0.53697344 0.38662522 0.62862262 0.43534793] [ 0.43859643 0.53561705 0.40346951 0.39211195 0.39350315] [ 0.40579045 0.51307903 0.57585101 0.69221057 0.56571232] [ 0.81621584 0.3534273 0.4325594 0.1350514 0.34333021] [ 0.56323427 0.26096682 0.45522688 0.47279018 0.40979072] [ 0.8175191 0.32487005 0.52901011 0.19516922 0.34506483] [ 0.51921174 0.51040351 0.35354104 0.63633102 0.30596745] [ 0.6329511 0.44132067 0.49847273 0.48966757 0.30620821] [ 0.39962649 0.45828083 0.51487324 0.58950594 0.52656839] [ 0.68073098 0.41213523 0.51291834 0.30572189 0.29448649] [ 0.5552845 0.45156651 0.49089302 0.66631228 0.31210527] [ 0.58242366 0.35740781 0.65140682 0.54364973 0.32172671] [ 0.40511142 0.4099842 0.49438162 0.70088606 0.37416796] [ 0.48110599 0.43340606 0.63099564 0.75905526 0.43425288] [ 0.76578109 0.44548272 0.52163315 0.33944619 0.32482222] [ 0.50022391 0.49766594 0.47274208 0.44688893 0.56039494] [ 0.82733594 0.36943212 0.53299238 0.21044794 0.41989559] [ 0.88702539 0.21769227 0.47034638 0.15095292 0.41949981] [ 0.68073098 0.41213523 0.51291834 0.30572189 0.29448649] [ 0.19717108 0.70224046 0.39440312 0.88101046 0.55737349] [ 0.09710406 0.58805976 0.45758902 0.89865087 0.44373891] [ 0.66024885 0.59249598 0.50785466 0.4456961 0.49335916] [ 0.25123928 0.60574313 0.32391418 0.82779951 0.34346703] [ 0.24084963 0.53094108 0.59530594 0.77507514 0.45322545] [ 0.77082365 0.42417105 0.43598643 0.31765484 0.3700759 ] [ 0.83744274 0.33448224 0.55647198 0.24032394 0.40970472] [ 0.3293514 0.50474987 0.57580208 0.72275166 0.49959028] [ 0.45288865 0.50500362 0.56371914 0.65704029 0.604011 ] [ 0.45859256 0.43529324 0.63632681 0.61040241 0.51845802] [ 0.22279098 0.58122835 0.5543149 0.74851148 0.60187934] [ 0.85621512 0.49063731 0.55258643 0.37896949 0.38716379] [ 0.68721393 0.53784732 0.55629187 0.50280951 0.38539506] [ 0.56547293 0.28900514 0.58964361 0.4975006 0.53735158] [ 0.705243 0.42301921 0.55482673 0.39878731 0.43188173] [ 0.74621902 0.44236085 0.43370944 0.22828344 0.3534748 ] [ 0.17424763 0.52057015 0.41514957 0.81188663 0.62201247] [ 0.77233691 0.39559504 0.47324936 0.32172685 0.42354375] [ 0.7455557 0.44548526 0.54359291 0.22410582 0.52424489] [ 0.67477264 0.50016234 0.60786887 0.51221265 0.39261385] [ 0.11137633 0.67634046 0.50342441 0.92277061 0.64201839] [ 0.6135082 0.48254822 0.4161029 0.4291698 0.33804331] [ 0.54682739 0.33772595 0.59923192 0.47790673 0.39844277] [ 0.34568236 0.53663301 0.4538161 0.69575507 0.65168353] [ 0.42201112 0.56324373 0.44268268 0.52266546 0.42318699] [ 0.38618165 0.54246447 0.44052154 0.6863632 0.39482067] [ 0.8436016 0.35956621 0.38703857 0.16508004 0.2766959 ] [ 0.61206137 0.48220785 0.49497949 0.32724874 0.48097293] [ 0.22890519 0.67718098 0.39248734 0.80277539 0.44329188] [ 0.24635823 0.54183954 0.55610822 0.78929593 0.41445037] [ 0.45155716 0.3974344 0.5237762 0.55087143 0.38302637] [ 0.30437796 0.59577954 0.52221506 0.75987841 0.59131045] [ 0.65420634 0.38773464 0.58036957 0.37899371 0.37297557] [ 0.76671864 0.30100451 0.67672299 0.24849202 0.40364381] [ 0.15663201 0.62658246 0.37838054 0.80438387 0.51304907] [ 0.90589052 0.42900697 0.61743906 0.13946712 0.33614972] [ 0.50754039 0.44557661 0.53612004 0.68384666 0.30686374] [ 0.18431659 0.66823304 0.40149156 0.78346953 0.45704095] [ 0.74068994 0.4226102 0.5732564 0.24322635 0.51616622] [ 0.8279706 0.53706074 0.44553902 0.29614235 0.32530382] [ 0.55003789 0.68486249 0.4031667 0.68912653 0.49964813] [ 0.64493706 0.54279276 0.36376298 0.62022609 0.33427145] [ 0.47419548 0.55936333 0.36990336 0.62341117 0.54854349] [ 0.64149142 0.45670368 0.39212027 0.48902718 0.57418138] [ 0.40856195 0.45309961 0.56030348 0.67719349 0.56864253] [ 0.2855012 0.40293565 0.50085305 0.73714265 0.42685044] Progress: 17.2% ... Training loss: 0.668 ... Validation loss: 1.170[ 0.71520007 0.33127705 0.53589551 0.27130154 0.32425463] [ 0.90504148 0.27250342 0.60139218 0.11571259 0.34759302] [ 0.40698868 0.39744959 0.58776942 0.72081821 0.4865966 ] [ 0.84896551 0.37333771 0.60479615 0.30401204 0.38889132] [ 0.05606666 0.6040577 0.38884764 0.90341603 0.54307183] [ 0.62280858 0.53391299 0.47829271 0.45790211 0.49187544] [ 0.72023198 0.40640298 0.47093667 0.43419749 0.35528608] [ 0.55961589 0.569536 0.55175845 0.39961903 0.44409688] [ 0.69009254 0.6075072 0.54398369 0.56154461 0.38495945] [ 0.71485167 0.50791522 0.32854731 0.54242019 0.36648974] [ 0.76872041 0.46334128 0.55227674 0.30926259 0.52764691] [ 0.47577321 0.39656671 0.45684266 0.69023945 0.30891379] [ 0.70255715 0.50713805 0.50174687 0.53725821 0.31456843] [ 0.46982265 0.55034951 0.52524885 0.61401507 0.35987002] [ 0.7591611 0.54395782 0.48303227 0.44938162 0.39552649] [ 0.35619583 0.64418548 0.33624822 0.6900455 0.48192105] [ 0.72513577 0.36889289 0.53592297 0.25444254 0.45906136] [ 0.51083977 0.38615048 0.44098307 0.50169461 0.55632687] [ 0.14645324 0.55010207 0.44573241 0.81146218 0.43519611] [ 0.49694547 0.476396 0.46611628 0.41305185 0.40420913] [ 0.54848154 0.59745835 0.3696999 0.54671842 0.35083315] [ 0.496645 0.41136553 0.39511376 0.59947938 0.40719928] [ 0.14071521 0.5028243 0.37251885 0.82339649 0.45441388] [ 0.80956675 0.55781308 0.24631527 0.53075661 0.22129491] [ 0.35146951 0.52247185 0.67844794 0.49230491 0.52450167] [ 0.53300153 0.57140894 0.50703079 0.64476066 0.44714773] [ 0.20065843 0.66613923 0.4238383 0.73549731 0.46070916] [ 0.27004182 0.48688017 0.43502065 0.73002278 0.42881969] [ 0.34099962 0.49365157 0.56715686 0.51239052 0.652857 ] [ 0.27730628 0.62706361 0.56058145 0.73447779 0.47116113] [ 0.77125173 0.31012448 0.66444007 0.19408783 0.43069619] [ 0.81523826 0.46760262 0.46645773 0.36521707 0.32307351] [ 0.29960067 0.6016761 0.37610946 0.61191959 0.46010232] [ 0.50308895 0.49083431 0.4451225 0.54351089 0.36287863] [ 0.66076594 0.43220318 0.38719118 0.44197854 0.37049266] [ 0.45557595 0.39992302 0.5607495 0.78541187 0.4251858 ] [ 0.6278211 0.45795933 0.47872529 0.32336015 0.34333216] [ 0.46846872 0.61843821 0.49970811 0.58788169 0.54605153] [ 0.32970997 0.60493239 0.56932239 0.80557619 0.54358886] [ 0.226058 0.60117832 0.39277076 0.72585597 0.51115746] [ 0.69013571 0.30293817 0.43278115 0.26119141 0.39726296] [ 0.73222249 0.54592046 0.45065198 0.54482418 0.45545393] [ 0.22845697 0.53578519 0.61443264 0.76270696 0.53125789] [ 0.75901147 0.33259291 0.5081528 0.24187124 0.51421885] [ 0.47962764 0.52821569 0.46158621 0.73929555 0.48150934] [ 0.26072867 0.54873944 0.45895685 0.86346714 0.46764317] [ 0.50578789 0.34801418 0.45922229 0.51855825 0.44015086] [ 0.25193373 0.46336605 0.5145911 0.73996904 0.47155512] [ 0.44321211 0.56558343 0.46192541 0.54549724 0.45814684] [ 0.39334922 0.48851299 0.44806188 0.79047395 0.44263879] [ 0.58997103 0.36119624 0.5678093 0.49963151 0.40947677] [ 0.46796089 0.69787824 0.33260837 0.77499758 0.38407839] [ 0.72148495 0.35069326 0.46938707 0.4844264 0.28840902] [ 0.44116544 0.49543755 0.48277566 0.61722261 0.47727822] [ 0.25761743 0.58628232 0.50773347 0.64403445 0.45051922] [ 0.61199378 0.44397499 0.61223095 0.51789633 0.34377491] [ 0.65695952 0.6278903 0.45834325 0.54514773 0.34504998] [ 0.70138304 0.5569609 0.50986088 0.43175517 0.36258372] [ 0.23492261 0.46972226 0.62432987 0.79479885 0.66740787] [ 0.15633036 0.61101196 0.49724048 0.91287809 0.51971293] [ 0.82611461 0.48575942 0.48316541 0.34549504 0.39076337] [ 0.78683302 0.39852991 0.46636396 0.40684029 0.42921359] [ 0.51675055 0.38367374 0.57361106 0.75619672 0.43593956] [ 0.86899133 0.45767218 0.4022125 0.34981693 0.38037554] [ 0.3535858 0.38178671 0.42344431 0.79965406 0.39583495] [ 0.55049542 0.55393337 0.44998474 0.47535098 0.36346601] [ 0.3230705 0.51300811 0.2910695 0.79635636 0.45175374] [ 0.33553705 0.52070326 0.55559716 0.69717234 0.5779227 ] [ 0.31925145 0.60917963 0.62147736 0.55119454 0.62609551] [ 0.71716112 0.34269963 0.64591586 0.27082752 0.41200177] [ 0.64667778 0.56097714 0.40807335 0.60022823 0.50181657] [ 0.29281137 0.61490725 0.47258474 0.71721468 0.50263133] [ 0.38142623 0.54220997 0.337443 0.69869492 0.47417824] [ 0.45839616 0.51587246 0.38654749 0.80416406 0.42190938] [ 0.65772843 0.36387768 0.5541761 0.41825365 0.46153984] [ 0.69398794 0.53954546 0.51425955 0.48619397 0.2795461 ] [ 0.67457221 0.35353592 0.51800983 0.29921616 0.46986469] [ 0.83898791 0.36497867 0.56371771 0.21006801 0.46273092] [ 0.59071481 0.58641865 0.31438265 0.60193095 0.36006633] [ 0.41734883 0.45729653 0.47827769 0.50352973 0.56395493] [ 0.51329317 0.45185524 0.46156356 0.63064631 0.37697245] [ 0.72544999 0.39080834 0.50792611 0.34672268 0.42810224] [ 0.28177059 0.55569582 0.46415472 0.901923 0.41917495] [ 0.55647907 0.40167136 0.71683897 0.54980976 0.36594478] [ 0.68612426 0.52725153 0.48112719 0.39955708 0.28924181] [ 0.28130761 0.52938541 0.52297024 0.74710135 0.47530994] [ 0.63568867 0.44884189 0.5088492 0.27507307 0.28254377] [ 0.23647264 0.57448202 0.5271292 0.85377472 0.44174214] [ 0.38951169 0.44313001 0.48502889 0.64663089 0.33438606] [ 0.56680275 0.58248011 0.65257074 0.56472607 0.46430407] [ 0.5687905 0.53798226 0.56594959 0.50118524 0.51491905] [ 0.66043008 0.52220168 0.4506772 0.30441823 0.43324439] [ 0.77796679 0.3748717 0.63035315 0.35438898 0.46486306] [ 0.58761673 0.44006789 0.42365027 0.54158417 0.43273855] [ 0.87632123 0.34630367 0.59285664 0.11423464 0.31754333] [ 0.39176361 0.65870745 0.42627766 0.58264623 0.64893588] [ 0.73252614 0.5141813 0.38605412 0.37605749 0.3468251 ] [ 0.17774668 0.59246779 0.51139344 0.80830014 0.53999469] [ 0.75268079 0.48305144 0.59807937 0.39909801 0.40645187] [ 0.16384056 0.70275666 0.39063982 0.81983856 0.5595713 ] [ 0.41153923 0.56917407 0.39800278 0.69260601 0.36973848] [ 0.21180267 0.57047845 0.36307428 0.88021854 0.4035492 ] [ 0.59057974 0.45092721 0.56161977 0.44671706 0.4717589 ] [ 0.18438113 0.62661388 0.33781695 0.76929848 0.56615129] [ 0.77499805 0.34334753 0.42435937 0.327984 0.45092982] [ 0.0979221 0.58282521 0.59140695 0.8671825 0.69050602] [ 0.56222775 0.44915126 0.31408248 0.49739339 0.4685572 ] [ 0.15428532 0.59905666 0.46705528 0.8439932 0.50532646] [ 0.69535219 0.65401684 0.50410973 0.49660442 0.42137401] [ 0.86762608 0.45238831 0.46814606 0.41632093 0.30333779] [ 0.75409463 0.35621729 0.59087564 0.32156828 0.38907264] [ 0.11175579 0.5883949 0.4620339 0.87289054 0.59983078] [ 0.58841582 0.42937464 0.53411441 0.66112476 0.33974621] [ 0.14980578 0.54720979 0.47067374 0.8360518 0.45770239] [ 0.24535685 0.50825512 0.51456012 0.83734964 0.56602337] [ 0.29622023 0.49687296 0.53298262 0.79644909 0.38715755] [ 0.53499172 0.55520243 0.44019842 0.57355352 0.51614929] [ 0.57109807 0.59583505 0.38855816 0.49216648 0.40359821] [ 0.53654477 0.51537826 0.37783557 0.42541086 0.47891424] [ 0.80147642 0.38729581 0.51086126 0.26914418 0.3839165 ] [ 0.55100822 0.46401695 0.39822718 0.44908766 0.45079582] [ 0.70577933 0.57379024 0.53653243 0.48161505 0.43823198] [ 0.40913564 0.51743905 0.44048888 0.64328764 0.28703782] [ 0.5550653 0.49492777 0.56517575 0.73330336 0.35505501] [ 0.68943593 0.5394984 0.47348474 0.38195832 0.4050666 ] [ 0.25336743 0.49508948 0.587964 0.7179502 0.47696508] [ 0.87819909 0.43284136 0.57720587 0.16093423 0.43705161] [ 0.51021921 0.52147945 0.42068254 0.66287899 0.32511695] Progress: 17.3% ... Training loss: 0.667 ... Validation loss: 1.170[ 0.25901155 0.51785931 0.38870516 0.71529624 0.42414137] [ 0.65375743 0.50995639 0.55318466 0.48557668 0.46169087] [ 0.42821751 0.50161999 0.40350664 0.67043478 0.45713817] [ 0.72621 0.34165061 0.53914371 0.33954127 0.38037042] [ 0.80044463 0.44472995 0.5053497 0.27010686 0.45738926] [ 0.75682482 0.37645829 0.56718751 0.18142243 0.3389111 ] [ 0.76834705 0.40631939 0.48609089 0.23451522 0.36313388] [ 0.70457222 0.39852321 0.5426906 0.45717953 0.35383407] [ 0.77754183 0.34354767 0.45141576 0.20058917 0.31610256] [ 0.19271924 0.50165123 0.52652709 0.88085258 0.5452036 ] [ 0.42338122 0.57307928 0.32973415 0.57337918 0.42502018] [ 0.30235335 0.44209171 0.41553019 0.81871938 0.49996318] [ 0.66719651 0.51350094 0.62377075 0.49618487 0.38973601] [ 0.77326552 0.36904175 0.35275972 0.36998754 0.33958255] [ 0.55463436 0.57838125 0.53349066 0.53176633 0.49164479] [ 0.5748437 0.50419225 0.57324899 0.43798988 0.38023345] [ 0.30210202 0.40341003 0.52964869 0.76083851 0.34047923] [ 0.66133531 0.42798417 0.61575105 0.48002069 0.45548715] [ 0.26265572 0.41054286 0.42585867 0.65120257 0.50891613] [ 0.50795892 0.43908364 0.50720785 0.34916557 0.44401419] [ 0.61634613 0.40640335 0.6022829 0.2624318 0.49486871] [ 0.30807364 0.51798165 0.54155968 0.83066614 0.43019022] [ 0.54617911 0.40735736 0.53286977 0.52223341 0.35713062] [ 0.07151145 0.50482336 0.35121578 0.92374368 0.52857242] [ 0.42854727 0.39424397 0.46843386 0.53921559 0.4303413 ] [ 0.79949765 0.43202096 0.54742535 0.32055926 0.27436544] [ 0.5671138 0.44406802 0.48124556 0.55574642 0.41506936] [ 0.7314146 0.55230297 0.52119828 0.50264997 0.38550312] [ 0.60175751 0.61030467 0.56367312 0.5709311 0.46991794] [ 0.39128768 0.58985407 0.33265777 0.70438748 0.40374186] [ 0.80706333 0.2405026 0.50376951 0.23794608 0.38525982] [ 0.16615524 0.48773948 0.54329305 0.81998487 0.59468968] [ 0.42865311 0.43454129 0.44343435 0.59483575 0.40121713] [ 0.31111071 0.64978331 0.43369733 0.72331297 0.48402204] [ 0.66335819 0.41055234 0.43833825 0.55595998 0.41084696] [ 0.79182001 0.36337809 0.4659988 0.16367716 0.28735857] [ 0.39938029 0.37372055 0.54949625 0.82832707 0.49709981] [ 0.34895159 0.42956597 0.65016234 0.62950139 0.5301286 ] [ 0.36867616 0.48618438 0.61546036 0.6904849 0.51580697] [ 0.42402992 0.52128854 0.46866775 0.66745255 0.43876963] [ 0.83160434 0.34443247 0.63664398 0.17329957 0.43065343] [ 0.11250887 0.63191364 0.53356521 0.90212531 0.59127688] [ 0.8729444 0.45152914 0.53697416 0.19103005 0.37051114] [ 0.22652505 0.57284896 0.62561638 0.78564763 0.46236481] [ 0.86408689 0.46545431 0.5142701 0.18915776 0.40902913] [ 0.68331858 0.5577138 0.45709632 0.5156298 0.41108932] [ 0.89011268 0.3472983 0.56607883 0.25155568 0.37601167] [ 0.46007067 0.47637969 0.5793044 0.68743019 0.43296948] [ 0.13051863 0.56878145 0.49801841 0.83755601 0.5113531 ] [ 0.41555632 0.60731836 0.41984684 0.7310013 0.45923736] [ 0.516095 0.48379016 0.42235272 0.43518618 0.51456228] [ 0.15308751 0.70056003 0.36869158 0.91568797 0.67382066] [ 0.33389903 0.53108917 0.52979801 0.78080157 0.55459166] [ 0.69238806 0.42750139 0.52296054 0.37658688 0.40499088] [ 0.84029278 0.45465548 0.34026984 0.36017123 0.3533109 ] [ 0.16057854 0.57094813 0.5211616 0.8529578 0.58946906] [ 0.70821356 0.54824682 0.47985252 0.58990913 0.383621 ] [ 0.48469596 0.51342435 0.50826226 0.50737869 0.56329617] [ 0.54421543 0.50225735 0.38103777 0.42153828 0.41910365] [ 0.27117857 0.61773937 0.30876935 0.77341341 0.45629313] [ 0.51325014 0.44656035 0.33471294 0.51124887 0.43698891] [ 0.51950655 0.42728764 0.5340167 0.6723255 0.33274989] [ 0.14668216 0.57575514 0.42600048 0.90194109 0.52433005] [ 0.25601758 0.58936088 0.55213455 0.71794171 0.59279475] [ 0.55260431 0.55375698 0.48763619 0.38370247 0.50610413] [ 0.61022468 0.56216864 0.4355677 0.61284912 0.47843696] [ 0.15323136 0.49359716 0.52748341 0.86643451 0.5116711 ] [ 0.54293741 0.38712668 0.54413842 0.60663259 0.5616272 ] [ 0.52196236 0.47146911 0.57970172 0.39321273 0.6437567 ] [ 0.7839249 0.43481733 0.55935614 0.34857315 0.4575685 ] [ 0.3657092 0.61938908 0.42510012 0.58955962 0.55627972] [ 0.78960988 0.40270215 0.60116972 0.22425087 0.4369354 ] [ 0.5603796 0.48021919 0.46930335 0.42667776 0.3745954 ] [ 0.20564564 0.68096474 0.41537956 0.71832328 0.50234369] [ 0.29922947 0.76059047 0.28548222 0.84234078 0.49075449] [ 0.09099239 0.63167303 0.49381195 0.92765402 0.64991561] [ 0.23603467 0.51135222 0.54955703 0.80646853 0.52710928] [ 0.66716239 0.41211792 0.6621962 0.44755633 0.41587038] [ 0.53294099 0.54883289 0.44786691 0.60031404 0.52894796] [ 0.26733325 0.61621113 0.48242502 0.75061344 0.52965442] [ 0.47349995 0.55982624 0.36974639 0.62380597 0.54872201] [ 0.69195995 0.56669571 0.57097555 0.50765222 0.40647037] [ 0.32379662 0.64148864 0.48336321 0.72099595 0.45701898] [ 0.85432765 0.4844211 0.54408834 0.24504565 0.43520401] [ 0.28765535 0.49800283 0.34789916 0.53243276 0.55352999] [ 0.34570181 0.62430931 0.42321361 0.59269088 0.68866612] [ 0.42475327 0.52909106 0.63758294 0.46359189 0.57147927] [ 0.78582762 0.46372653 0.46799644 0.47378096 0.40856707] [ 0.62219759 0.68544856 0.30446988 0.65260008 0.37241207] [ 0.51647009 0.51516374 0.47931304 0.57105625 0.49019425] [ 0.64450392 0.35082277 0.38479611 0.34836218 0.34357589] [ 0.56940149 0.49775947 0.47983739 0.3651815 0.5420506 ] [ 0.70623997 0.39348956 0.68224981 0.38589664 0.40520576] [ 0.75093314 0.36938608 0.57016992 0.25650551 0.47767415] [ 0.30786401 0.50658918 0.52043878 0.70032525 0.46344018] [ 0.21992248 0.4670575 0.39391273 0.84684658 0.5272619 ] [ 0.60260051 0.44303867 0.60136827 0.27242525 0.42765902] [ 0.47470089 0.39472458 0.63388417 0.68523153 0.43086931] [ 0.44327413 0.56566584 0.46190371 0.54550553 0.45817337] [ 0.34416951 0.50694407 0.61739356 0.79269783 0.48700279] [ 0.78617929 0.41493781 0.55189047 0.20866352 0.45303681] [ 0.45937794 0.43512489 0.63638777 0.61006721 0.5183819 ] [ 0.62403789 0.4862622 0.49703174 0.42276356 0.34411885] [ 0.23615937 0.54060026 0.60131676 0.82116768 0.53628534] [ 0.39118994 0.50530911 0.51675594 0.53005902 0.42112363] [ 0.35640814 0.64425629 0.3362326 0.6900052 0.4819419 ] [ 0.15105458 0.45984347 0.423892 0.84279352 0.54381747] [ 0.88204878 0.40851889 0.52476746 0.16285742 0.33878516] [ 0.46533746 0.53528443 0.5682679 0.47151949 0.38316957] [ 0.81985533 0.40919256 0.54438849 0.32104262 0.34346174] [ 0.87853642 0.3945199 0.58913197 0.16328873 0.41468871] [ 0.64122698 0.45908555 0.43162837 0.39982271 0.40763095] [ 0.09107232 0.63574289 0.38505038 0.9347381 0.46940104] [ 0.17059488 0.59646022 0.42052314 0.8296026 0.56405958] [ 0.53837363 0.3747039 0.6447617 0.57640402 0.48311225] [ 0.70297617 0.46489816 0.34629016 0.46452448 0.3931718 ] [ 0.61945336 0.49764879 0.51443561 0.78560614 0.38699352] [ 0.46368749 0.43207561 0.59790073 0.66796271 0.49500645] [ 0.65129163 0.36913359 0.46775603 0.39513646 0.34318496] [ 0.19435418 0.6704709 0.47731086 0.86986422 0.57040106] [ 0.78307209 0.45842151 0.52660076 0.46452465 0.3864585 ] [ 0.68943334 0.44009625 0.51563488 0.4791359 0.42819397] [ 0.18433372 0.50348392 0.44676583 0.75841333 0.48344723] [ 0.24787196 0.64261854 0.42462671 0.73907918 0.53301415] [ 0.71920938 0.42564514 0.34038566 0.2614807 0.30121961] [ 0.43517859 0.61224432 0.6046268 0.66544716 0.51445939] [ 0.62508028 0.41603276 0.37374846 0.52011837 0.53717514] [ 0.82201766 0.50750267 0.32312867 0.38111882 0.23039727] Progress: 17.4% ... Training loss: 0.667 ... Validation loss: 1.173[ 0.60352168 0.48809329 0.50134724 0.43432051 0.37540774] [ 0.56670463 0.4473542 0.40114372 0.36673038 0.37923705] [ 0.86626812 0.50660354 0.47241506 0.35031845 0.37311933] [ 0.34843986 0.5272112 0.55819179 0.66941662 0.42825478] [ 0.69779198 0.29783248 0.54608006 0.17834805 0.37866832] [ 0.59700282 0.53494514 0.4810512 0.3962729 0.47437202] [ 0.65484687 0.5769288 0.34407204 0.37232455 0.32266115] [ 0.57586163 0.36751405 0.39485566 0.31555633 0.32626185] [ 0.33745481 0.57969834 0.45937269 0.78100163 0.4927716 ] [ 0.25997558 0.51741667 0.3888568 0.71479348 0.42397633] [ 0.6485361 0.4952445 0.59784257 0.22236271 0.46466396] [ 0.36776559 0.58225697 0.51030451 0.52466815 0.55989987] [ 0.77386537 0.30985636 0.536337 0.22665566 0.37475455] [ 0.5914326 0.57562544 0.56623815 0.53039492 0.50448926] [ 0.53804572 0.41691563 0.44788576 0.39589733 0.48332717] [ 0.6254916 0.4991682 0.539843 0.39191235 0.46322957] [ 0.75301262 0.40874151 0.43046923 0.30525053 0.3003444 ] [ 0.51608299 0.39448808 0.32594479 0.74664914 0.45901572] [ 0.47786631 0.50549719 0.50646668 0.67285062 0.32620145] [ 0.19824405 0.54724019 0.51820252 0.83283994 0.49625196] [ 0.2041464 0.37143814 0.52363185 0.62183261 0.62769396] [ 0.32091856 0.42478621 0.47762148 0.66169322 0.38793116] [ 0.25063122 0.65976972 0.39393258 0.76403354 0.42690647] [ 0.15104436 0.6812684 0.42812097 0.79523004 0.60063989] [ 0.63347981 0.43501889 0.56460762 0.3147777 0.45918561] [ 0.62420993 0.57640728 0.39570805 0.646577 0.52065237] [ 0.20752414 0.55125964 0.49771383 0.84206674 0.48761721] [ 0.72524293 0.45078168 0.40223695 0.51093215 0.49597105] [ 0.13251485 0.57013791 0.34877925 0.89131785 0.58203508] [ 0.44901545 0.52173586 0.47660436 0.46336313 0.5393636 ] [ 0.40912244 0.42029356 0.5479326 0.53043904 0.52400297] [ 0.54845568 0.32251575 0.46272212 0.51665802 0.45870912] [ 0.76131566 0.48613034 0.56217147 0.35773605 0.42991568] [ 0.48190475 0.39926106 0.66941249 0.55927627 0.46199179] [ 0.49207945 0.48788186 0.47896209 0.41693081 0.43720825] [ 0.1420606 0.62119741 0.40672387 0.88229238 0.53160794] [ 0.60332822 0.45663005 0.41385225 0.40455803 0.45788576] [ 0.1236697 0.5896314 0.44023119 0.91228615 0.5798389 ] [ 0.47529852 0.41300128 0.59526618 0.67918378 0.39468494] [ 0.59281171 0.59935434 0.49601219 0.57469547 0.34508824] [ 0.6444404 0.38017321 0.51516562 0.33588175 0.59506735] [ 0.85630519 0.40137289 0.57616265 0.20660601 0.37150375] [ 0.77541239 0.35860752 0.55935864 0.25363245 0.46392728] [ 0.75148281 0.38981063 0.51172151 0.20568932 0.39744379] [ 0.51823262 0.54369834 0.63514613 0.45602132 0.47379777] [ 0.17277072 0.55967379 0.51667336 0.88168195 0.48899956] [ 0.40721955 0.37030495 0.54381112 0.68227936 0.38303801] [ 0.16317145 0.61115616 0.50416588 0.86239743 0.43994722] [ 0.30664996 0.39295 0.51870072 0.83307649 0.49413474] [ 0.71986914 0.47785289 0.44393682 0.34466373 0.42784619] [ 0.39720297 0.47456143 0.56336676 0.66920968 0.43112578] [ 0.35673794 0.46366487 0.53355044 0.82991766 0.4768247 ] [ 0.18547801 0.70910905 0.31249897 0.84199227 0.48857744] [ 0.64905778 0.35792866 0.5078728 0.31762032 0.53362341] [ 0.4757548 0.3775848 0.55288347 0.53921606 0.32116082] [ 0.42972639 0.64972328 0.3490973 0.773849 0.53598232] [ 0.24088393 0.64240592 0.41517439 0.73313865 0.49369593] [ 0.32161736 0.41519708 0.43881231 0.56922502 0.58619805] [ 0.37554815 0.66888712 0.37456592 0.57081637 0.54721429] [ 0.77300993 0.28879015 0.55781537 0.27747084 0.47326821] [ 0.6385627 0.48555211 0.51611687 0.38998687 0.30267709] [ 0.64782605 0.38871034 0.58872436 0.33545039 0.6176359 ] [ 0.56933543 0.47982891 0.53347822 0.64518769 0.39521372] [ 0.58029474 0.40090865 0.51306909 0.32055974 0.55362562] [ 0.21924543 0.53341809 0.54504073 0.72829252 0.50203916] [ 0.86354772 0.29316725 0.48067193 0.17274946 0.32959679] [ 0.50446776 0.54893762 0.36180378 0.60797534 0.44981187] [ 0.91903387 0.47527223 0.44647035 0.22168378 0.31896011] [ 0.53981814 0.43131953 0.41048358 0.537594 0.46721393] [ 0.32906126 0.58430808 0.37023593 0.72602216 0.41457969] [ 0.46419163 0.39862348 0.45445092 0.52717666 0.35339003] [ 0.33516189 0.38425962 0.47040819 0.6428555 0.42892199] [ 0.36645739 0.48966088 0.47743417 0.73074169 0.47657866] [ 0.09615451 0.61111289 0.53429833 0.87410703 0.5040019 ] [ 0.6190894 0.56762906 0.52798394 0.50944081 0.43712893] [ 0.6390711 0.40431564 0.50204684 0.41605605 0.45408185] [ 0.38967876 0.54770212 0.47191931 0.6493817 0.518265 ] [ 0.61289991 0.51716651 0.58958644 0.43289224 0.39248417] [ 0.46035089 0.45196489 0.3136127 0.47534556 0.41925621] [ 0.67413204 0.43739269 0.41193974 0.4246168 0.46515985] [ 0.13555785 0.55531066 0.44381436 0.88119905 0.49381548] [ 0.27472294 0.51441259 0.51078191 0.86845079 0.3778944 ] [ 0.3950499 0.43084765 0.49292275 0.58987535 0.50095881] [ 0.15454788 0.56980316 0.47692538 0.79227217 0.57008472] [ 0.71536748 0.46837881 0.43373568 0.29061838 0.31029488] [ 0.29525827 0.54131484 0.42425662 0.79477907 0.41458797] [ 0.42315653 0.58567365 0.33650522 0.61563896 0.45116805] [ 0.5463506 0.53732034 0.5051324 0.4925008 0.52695201] [ 0.21907527 0.58541272 0.45867883 0.86027285 0.3775992 ] [ 0.41337641 0.49382806 0.45646176 0.47074009 0.58966455] [ 0.9035037 0.34804881 0.53914196 0.08813858 0.30910308] [ 0.20976454 0.60628081 0.32542959 0.81744082 0.44951656] [ 0.72499056 0.55075333 0.44449293 0.46030922 0.4321672 ] [ 0.59384323 0.54761667 0.58852775 0.4530512 0.3780869 ] [ 0.07963474 0.53927232 0.42827327 0.95530741 0.57347389] [ 0.84333464 0.35165128 0.53618963 0.19908981 0.43083638] [ 0.46682395 0.63820846 0.31756102 0.63193935 0.45693695] [ 0.6881838 0.42338192 0.49192689 0.35039416 0.35860873] [ 0.91274236 0.38411382 0.47658503 0.24890174 0.35306542] [ 0.405903 0.52858429 0.51104957 0.71985066 0.6071596 ] [ 0.55718523 0.56024594 0.41353699 0.65540646 0.34204659] [ 0.60322419 0.38870845 0.52763264 0.46179464 0.54229373] [ 0.40965835 0.44782701 0.53960266 0.67824694 0.42011256] [ 0.64495996 0.38538012 0.64652492 0.49625842 0.37855524] [ 0.55167729 0.49773448 0.49723412 0.39072561 0.31875867] [ 0.90233288 0.29408085 0.61365226 0.10375576 0.33410759] [ 0.15660666 0.75152203 0.3818747 0.85031562 0.48384651] [ 0.38923305 0.44776008 0.46112967 0.72619639 0.40581871] [ 0.09646108 0.47623826 0.39266086 0.85300145 0.56890314] [ 0.33893587 0.54918751 0.5612394 0.78620816 0.55700251] [ 0.35789965 0.37694795 0.56703258 0.72113628 0.47384157] [ 0.30082435 0.47709041 0.45884693 0.62788932 0.4896596 ] [ 0.83403118 0.46833388 0.54365892 0.26699053 0.44235519] [ 0.26021244 0.72618707 0.48611939 0.84529482 0.58476819] [ 0.78377822 0.34581605 0.5139644 0.40408371 0.46945386] [ 0.79612054 0.34487255 0.47560565 0.23015286 0.38229972] [ 0.61628852 0.40647949 0.60225249 0.26247765 0.49490264] [ 0.7863084 0.36355092 0.51351572 0.22390272 0.33077114] [ 0.71821033 0.55507096 0.49065964 0.52497267 0.43401218] [ 0.61596072 0.49436192 0.46570377 0.42216504 0.44908068] [ 0.31062004 0.43666444 0.57054779 0.75538683 0.47103466] [ 0.69641858 0.44745527 0.51747432 0.28526134 0.3597005 ] [ 0.25797432 0.51569106 0.46014528 0.81104308 0.48439043] [ 0.25547417 0.47843407 0.39730773 0.84763674 0.47723023] [ 0.27462531 0.44689006 0.54099625 0.67318506 0.51721436] [ 0.48465915 0.65138722 0.42199472 0.61899508 0.39640247] [ 0.33319558 0.48718642 0.59623422 0.6074321 0.47017312] [ 0.71189 0.45545455 0.57445729 0.37589602 0.4229632 ] Progress: 17.4% ... Training loss: 0.667 ... Validation loss: 1.168[ 0.76777349 0.41538135 0.57362903 0.38873355 0.41192494] [ 0.6438069 0.51406316 0.45409048 0.43099112 0.3937149 ] [ 0.4003982 0.38899468 0.56516282 0.48412502 0.50745363] [ 0.71253868 0.60280251 0.33973784 0.61138282 0.32253348] [ 0.16474868 0.6846053 0.44821176 0.8691802 0.51834254] [ 0.34103728 0.39428575 0.49404249 0.7574421 0.37334943] [ 0.85589792 0.37611616 0.44472735 0.23326468 0.36536285] [ 0.47559192 0.37337567 0.48652161 0.68466414 0.3903333 ] [ 0.6763136 0.54335428 0.50487207 0.37864234 0.53102807] [ 0.33464648 0.44403209 0.50836895 0.55936712 0.40281937] [ 0.4423468 0.56508691 0.41952713 0.61240682 0.38127492] [ 0.66449981 0.40777101 0.53831676 0.41450627 0.37600356] [ 0.62644415 0.64136075 0.46457037 0.6450186 0.3391643 ] [ 0.17784735 0.56856098 0.48504839 0.90577274 0.61144892] [ 0.35074361 0.44315452 0.55072882 0.71845721 0.3964173 ] [ 0.3258978 0.51183158 0.4797642 0.65313037 0.59588449] [ 0.58637648 0.50380282 0.54096551 0.37334234 0.33703858] [ 0.86746468 0.33352753 0.44218576 0.33192492 0.38699005] [ 0.15680275 0.50245999 0.3989909 0.8698058 0.5970651 ] [ 0.50721139 0.5503053 0.46944209 0.59260995 0.33784016] [ 0.62723074 0.49500126 0.47229394 0.4072453 0.48692725] [ 0.18811332 0.57166535 0.51988075 0.84299977 0.51075908] [ 0.71866588 0.42585889 0.34031357 0.26167613 0.30129841] [ 0.83639563 0.35659827 0.62359093 0.1810811 0.4247401 ] [ 0.35042114 0.47439953 0.61471155 0.69949132 0.52281827] [ 0.6856111 0.48637421 0.4284904 0.34751531 0.40055964] [ 0.64880967 0.46783523 0.33285064 0.63516077 0.37059909] [ 0.42124722 0.61337754 0.44331642 0.71078954 0.4505657 ] [ 0.16826304 0.65525013 0.46137593 0.86000196 0.59851051] [ 0.55377085 0.37487734 0.45660911 0.35822996 0.54158581] [ 0.83174105 0.49488039 0.4116312 0.41261347 0.29922986] [ 0.74239821 0.45462551 0.48654198 0.19950179 0.46009237] [ 0.3659643 0.40709268 0.44154574 0.76326125 0.39448127] [ 0.63006434 0.51541785 0.51675132 0.38316036 0.51724676] [ 0.54718898 0.50735929 0.45739162 0.3180216 0.51464151] [ 0.64093254 0.37300085 0.59613553 0.35609178 0.51513309] [ 0.27314286 0.46331821 0.5185159 0.74264684 0.48172638] [ 0.53721605 0.45851351 0.46638771 0.82575681 0.42756022] [ 0.75400577 0.48621278 0.53173148 0.16563825 0.41724374] [ 0.48005595 0.46316176 0.49944583 0.67922471 0.34742672] [ 0.71490995 0.55456974 0.51493309 0.3500939 0.41638453] [ 0.5433298 0.49574513 0.63460758 0.38002641 0.37083826] [ 0.21368299 0.60613416 0.54703088 0.82362101 0.56461205] [ 0.80065549 0.43659766 0.46143036 0.19944314 0.25925756] [ 0.64205856 0.45163325 0.57171361 0.63508621 0.38063742] [ 0.6984137 0.39702806 0.55554002 0.24911017 0.4089256 ] [ 0.67224304 0.54999988 0.46786241 0.66156719 0.39554642] [ 0.79297137 0.36186799 0.59860688 0.17828664 0.45710692] [ 0.09602373 0.59260414 0.48336432 0.94357157 0.48581086] [ 0.33470194 0.63768907 0.40134102 0.70412788 0.48039269] [ 0.49727852 0.55755636 0.49037018 0.61405463 0.47845583] [ 0.46468272 0.50290248 0.45395514 0.45793593 0.37139914] [ 0.16439182 0.63913859 0.47493676 0.86318583 0.63589222] [ 0.37638772 0.4388096 0.46014598 0.54612725 0.46264647] [ 0.90229571 0.35446149 0.5776093 0.11675483 0.33981598] [ 0.8372682 0.50206997 0.53107894 0.24790254 0.32629706] [ 0.91012551 0.2813924 0.59717339 0.11774408 0.38790088] [ 0.56294219 0.51537638 0.56601323 0.53498639 0.46729148] [ 0.54557161 0.53002425 0.46284017 0.62734741 0.3463712 ] [ 0.39590363 0.33297503 0.43006615 0.71025415 0.36853373] [ 0.89038976 0.3470769 0.56616664 0.2512182 0.37591716] [ 0.53155051 0.68590258 0.29954995 0.64074485 0.39908749] [ 0.71661841 0.43862979 0.42071795 0.44084976 0.38857476] [ 0.72206284 0.60260611 0.41494564 0.50354599 0.35162892] [ 0.4678853 0.53398782 0.40507752 0.74358368 0.58124999] [ 0.78616528 0.46354723 0.46806068 0.47340515 0.40850226] [ 0.30770464 0.61618394 0.43006181 0.81742952 0.54832506] [ 0.76391773 0.52570745 0.60630658 0.47213118 0.30236845] [ 0.85597615 0.3928345 0.48420857 0.32285416 0.31463922] [ 0.8268989 0.38149835 0.43866192 0.17088176 0.37784049] [ 0.75313767 0.25238264 0.56629724 0.28230769 0.46369631] [ 0.62731132 0.3998962 0.58983125 0.40195599 0.44807666] [ 0.59729991 0.35655365 0.45617567 0.52532819 0.40796293] [ 0.68343747 0.3375862 0.59171303 0.30057861 0.40199785] [ 0.57462607 0.6658678 0.44128105 0.61977781 0.35457024] [ 0.41041756 0.52644622 0.41448069 0.36530345 0.46211334] [ 0.48914622 0.36068486 0.60289882 0.56760181 0.37246956] [ 0.62925193 0.56365244 0.41730452 0.59653848 0.36837793] [ 0.72247228 0.5271609 0.35786999 0.55200024 0.31748041] [ 0.47209884 0.3650867 0.62065868 0.58350133 0.41207677] [ 0.65369053 0.65689801 0.46474162 0.53972867 0.55979833] [ 0.55915556 0.6149891 0.37701997 0.59050818 0.41946374] [ 0.61951372 0.39881526 0.53145355 0.37287798 0.39140017] [ 0.30563689 0.55959866 0.3596302 0.53070934 0.44598768] [ 0.5723117 0.42932527 0.44785736 0.4661425 0.39710747] [ 0.69604717 0.52321353 0.57031596 0.36812156 0.41509084] [ 0.6512057 0.54664726 0.35049227 0.60235285 0.35791767] [ 0.35358655 0.42379997 0.49158566 0.61266544 0.44399706] [ 0.67395056 0.49218844 0.53323303 0.47132356 0.36983181] [ 0.29562869 0.57685717 0.52869816 0.72511502 0.6103409 ] [ 0.77761397 0.43424798 0.5434183 0.30562196 0.43795756] [ 0.30743563 0.47891997 0.67814573 0.76351116 0.40433969] [ 0.85600305 0.3893176 0.55654892 0.14888063 0.39982408] [ 0.51370727 0.64172397 0.52981246 0.58337133 0.50478554] [ 0.6055371 0.46610013 0.41911007 0.40537281 0.45206766] [ 0.80164086 0.4113905 0.37127143 0.34396955 0.35446623] [ 0.18459997 0.69769683 0.34521485 0.7789072 0.59051339] [ 0.9052139 0.27224215 0.6014994 0.11550957 0.34746531] [ 0.62589448 0.56439938 0.47599045 0.36157172 0.54596591] [ 0.52227497 0.50409749 0.57671318 0.59075109 0.50726741] [ 0.6215858 0.44469219 0.54998154 0.38583394 0.32900213] [ 0.45151978 0.49689593 0.3925947 0.34973478 0.48107289] [ 0.61778376 0.61242543 0.5358853 0.56296845 0.44200066] [ 0.38076046 0.56551458 0.5345664 0.72363169 0.49849878] [ 0.38749354 0.64047701 0.41486354 0.58210215 0.31791179] [ 0.4907619 0.30995142 0.59918672 0.4195109 0.63740153] [ 0.22022228 0.64565722 0.47768591 0.78847946 0.55238286] [ 0.53254998 0.56617436 0.41550288 0.70243897 0.31716715] [ 0.58689625 0.68757576 0.35368069 0.68081751 0.52539939] [ 0.62120707 0.40840792 0.56722985 0.43459735 0.35366282] [ 0.75781142 0.46370322 0.62153196 0.36303247 0.33674585] [ 0.23048597 0.49562241 0.55701435 0.71719199 0.5042788 ] [ 0.82005824 0.3680191 0.45745127 0.21975986 0.42271584] [ 0.4767347 0.48945048 0.42078324 0.4704849 0.43708577] [ 0.43152816 0.51492154 0.52421426 0.58331615 0.35833775] [ 0.63229835 0.45874432 0.50085096 0.5766864 0.41044729] [ 0.09990796 0.61194249 0.53146242 0.90698951 0.40518802] [ 0.80938101 0.34413477 0.48110934 0.25430169 0.43637865] [ 0.72577765 0.46151266 0.48717614 0.27048172 0.53204281] [ 0.15343198 0.46383031 0.48859624 0.85586599 0.60773919] [ 0.45779752 0.50352886 0.58079121 0.73892921 0.48702797] [ 0.23795709 0.47913618 0.39047331 0.63381673 0.71965418] [ 0.29545544 0.47844371 0.49587942 0.79601911 0.42966396] [ 0.71194663 0.51620441 0.45428374 0.46901813 0.45208575] [ 0.50263626 0.53604135 0.4119621 0.6716753 0.32334108] [ 0.46514085 0.39838856 0.45454558 0.52668698 0.35330674] [ 0.27087336 0.49089016 0.59928571 0.8371337 0.37440947] [ 0.73998685 0.46100581 0.38904967 0.46409311 0.54778192] Progress: 17.4% ... Training loss: 0.666 ... Validation loss: 1.175[ 0.71421398 0.41885878 0.40041601 0.25047187 0.32076622] [ 0.30760806 0.47178665 0.53431171 0.71011097 0.48142032] [ 0.17449199 0.5832891 0.49778555 0.83680563 0.58354949] [ 0.75223672 0.426452 0.57137908 0.1453449 0.40510649] [ 0.28102413 0.5565999 0.56020115 0.85347128 0.43503538] [ 0.18547228 0.54798844 0.56231026 0.84302006 0.57786767] [ 0.46204877 0.52772493 0.54203681 0.34947284 0.62889014] [ 0.48473121 0.61315986 0.36602049 0.62920562 0.42859512] [ 0.63639217 0.58223398 0.34427732 0.36402754 0.33738579] [ 0.50634899 0.5531939 0.51580308 0.61793527 0.4913348 ] [ 0.49293123 0.48109947 0.55384816 0.69928688 0.3482107 ] [ 0.51803417 0.57170354 0.45899513 0.65415432 0.46237775] [ 0.8643913 0.28392621 0.59505735 0.13928055 0.45597817] [ 0.69040548 0.48240657 0.66288941 0.24633456 0.51902771] [ 0.84001448 0.37016046 0.67845642 0.21591496 0.42246914] [ 0.87866265 0.41825673 0.42281262 0.21991771 0.42239291] [ 0.43574217 0.42566869 0.56582342 0.5074969 0.41999267] [ 0.40542811 0.51967015 0.63817628 0.70058982 0.43562156] [ 0.49426243 0.44936803 0.4703267 0.52622699 0.49315602] [ 0.21477266 0.42624092 0.54475596 0.72595366 0.52141036] [ 0.68922622 0.55980784 0.4438009 0.26721692 0.33980722] [ 0.70816136 0.66463046 0.45458572 0.47139601 0.37906637] [ 0.49884183 0.70254374 0.3804078 0.76573175 0.46095493] [ 0.54024792 0.56616123 0.55805386 0.65755469 0.56827425] [ 0.31967858 0.54558832 0.37644196 0.80632939 0.52596999] [ 0.88491477 0.44945831 0.46743088 0.26915407 0.34107793] [ 0.08442148 0.57513278 0.36760406 0.92345359 0.49227404] [ 0.31524491 0.4416151 0.45425765 0.68186609 0.41265094] [ 0.67275239 0.49062292 0.38528578 0.51021738 0.37649382] [ 0.2762063 0.66067775 0.36146395 0.76550399 0.44414903] [ 0.57646859 0.48424386 0.41029105 0.46766196 0.39272556] [ 0.67680501 0.56686376 0.59116431 0.45861484 0.37204073] [ 0.34773771 0.55456295 0.38638233 0.53628546 0.51037137] [ 0.58605459 0.39195675 0.59618762 0.59892308 0.42391897] [ 0.31592394 0.45684429 0.32492302 0.73684806 0.39297214] [ 0.7358947 0.47201996 0.55430094 0.14374464 0.45016611] [ 0.41468988 0.48514562 0.45801158 0.52030066 0.5983027 ] [ 0.63993258 0.45990763 0.52789645 0.43736132 0.38029188] [ 0.16425455 0.61170679 0.41434246 0.92919353 0.6299482 ] [ 0.18401329 0.5150167 0.60720609 0.80533941 0.65468311] [ 0.35246719 0.61283351 0.34764122 0.56115713 0.47736422] [ 0.23585871 0.60476206 0.49704129 0.71923604 0.58068676] [ 0.19298892 0.46061962 0.49355016 0.8802843 0.49199464] [ 0.48854508 0.50599675 0.40386277 0.69198039 0.39158648] [ 0.20562736 0.62555593 0.32771934 0.72319677 0.53784075] [ 0.45853439 0.47034993 0.45440653 0.53495514 0.40653864] [ 0.44276597 0.47693261 0.47104933 0.53926211 0.63092779] [ 0.36879598 0.56694745 0.49168275 0.59113407 0.39494886] [ 0.76755997 0.28172239 0.62329456 0.20590484 0.37008011] [ 0.60641481 0.55234821 0.37113387 0.53226286 0.39216371] [ 0.14842592 0.50187307 0.55090097 0.7081832 0.49465859] [ 0.78886906 0.42634038 0.60067296 0.33510379 0.47163866] [ 0.6210769 0.40898324 0.33375218 0.45617181 0.47631045] [ 0.56706123 0.51307951 0.39364231 0.47700374 0.34852784] [ 0.59043248 0.45110954 0.56154175 0.44695203 0.47182911] [ 0.65967054 0.46966609 0.52051111 0.59195303 0.35772906] [ 0.2798961 0.5261463 0.45240518 0.76915177 0.30321459] [ 0.81536087 0.29589034 0.58766793 0.23612043 0.35103683] [ 0.59691828 0.50885929 0.45515791 0.40942915 0.50873808] [ 0.51357625 0.54704451 0.32444699 0.67774576 0.33651335] [ 0.50624208 0.49145962 0.43780587 0.70563622 0.3136982 ] [ 0.71387146 0.52973271 0.50904187 0.44733158 0.35953734] [ 0.44974974 0.56878648 0.37296269 0.55639802 0.36202475] [ 0.70192165 0.52596547 0.51723296 0.38252876 0.46285147] [ 0.66498776 0.44714281 0.52119316 0.50781592 0.38625085] [ 0.53622439 0.59313038 0.45025994 0.47149124 0.41851178] [ 0.41956932 0.45537904 0.52068592 0.63033551 0.37427406] [ 0.74880924 0.45526268 0.35243184 0.21540924 0.26636418] [ 0.87222416 0.36364594 0.58190789 0.13578065 0.30367755] [ 0.21717671 0.67850769 0.4432957 0.72229256 0.57405848] [ 0.55398253 0.53551382 0.4816319 0.51048013 0.54965204] [ 0.16440675 0.68425694 0.39672215 0.8379926 0.55873342] [ 0.62939996 0.47816002 0.53781385 0.70782228 0.38094072] [ 0.75833845 0.50879832 0.53513907 0.4661199 0.39457012] [ 0.63234727 0.38247496 0.67672743 0.31194476 0.50670673] [ 0.77780949 0.42100014 0.38238526 0.41386472 0.43501254] [ 0.8106269 0.32380945 0.56812003 0.1690663 0.38545524] [ 0.44017403 0.47456616 0.45271423 0.76737979 0.43574736] [ 0.11023225 0.57095658 0.44840721 0.88647817 0.4305122 ] [ 0.59614019 0.61896686 0.48206646 0.48253429 0.35852216] [ 0.47755114 0.46232297 0.52295089 0.66219172 0.33700673] [ 0.35246719 0.61283351 0.34764122 0.56115713 0.47736422] [ 0.24171961 0.53348088 0.51058395 0.83664546 0.49955255] [ 0.14737944 0.67851076 0.41552225 0.89131584 0.62706416] [ 0.7601259 0.53133952 0.41974986 0.4678508 0.29272694] [ 0.73993837 0.41962469 0.4466127 0.3441422 0.43415535] [ 0.57430275 0.35724673 0.56343933 0.3074951 0.49423812] [ 0.52163353 0.44370121 0.53419146 0.76807794 0.48343086] [ 0.41989921 0.40135184 0.54744926 0.73519185 0.44081287] [ 0.72650865 0.40496821 0.53775187 0.29822438 0.42390231] [ 0.17532322 0.44722024 0.47577558 0.89816167 0.62798875] [ 0.21484298 0.57386736 0.60261985 0.82710702 0.59521768] [ 0.59418353 0.51727641 0.43192982 0.48568423 0.37385309] [ 0.49071514 0.45122131 0.6864219 0.6287474 0.48233124] [ 0.19878692 0.5470797 0.51825743 0.83265352 0.49620101] [ 0.88304428 0.37376701 0.38349847 0.19840839 0.34884307] [ 0.22926354 0.52834257 0.39473767 0.7758885 0.57698529] [ 0.78011363 0.60427224 0.55275106 0.42416967 0.40603709] [ 0.41930378 0.43179117 0.52709486 0.60073463 0.64297742] [ 0.70476682 0.42644938 0.53068918 0.25438024 0.4527096 ] [ 0.30526658 0.66318589 0.50486418 0.72993601 0.44865006] [ 0.81467726 0.42101429 0.51864307 0.45810418 0.41582617] [ 0.52615743 0.55162298 0.46407707 0.61808651 0.36519001] [ 0.4508304 0.42217381 0.58764659 0.68542442 0.48792123] [ 0.73461515 0.4858298 0.30582961 0.39967793 0.31555073] [ 0.3362043 0.5909092 0.49917156 0.71894427 0.41392213] [ 0.40530448 0.68485763 0.31504146 0.80641603 0.31086457] [ 0.66142098 0.42051076 0.52358854 0.26333386 0.40451048] [ 0.47198414 0.48208013 0.56793102 0.51052064 0.45318109] [ 0.59613402 0.51247174 0.55475701 0.47402193 0.42993651] [ 0.88033072 0.33913807 0.53769246 0.14993737 0.2319462 ] [ 0.7737734 0.28483524 0.60648874 0.20915265 0.41910822] [ 0.43381029 0.50131616 0.47183331 0.52964528 0.50091179] [ 0.83335756 0.41355713 0.57267265 0.22027889 0.3907059 ] [ 0.86830063 0.37336372 0.46657907 0.21173481 0.24911807] [ 0.17459171 0.49437671 0.49384499 0.79352595 0.53625225] [ 0.7475355 0.4969768 0.51029569 0.30508906 0.44363556] [ 0.27530743 0.52709493 0.61760666 0.77469571 0.58272295] [ 0.70071344 0.48825427 0.6067337 0.37749132 0.39034251] [ 0.41597612 0.64651237 0.3535175 0.67121052 0.32477426] [ 0.59090558 0.62639227 0.42561597 0.6431592 0.55689225] [ 0.72537215 0.39410125 0.69818014 0.19767568 0.41810217] [ 0.47810646 0.59857309 0.50029901 0.50859871 0.48078354] [ 0.73579707 0.46100271 0.41439723 0.26496242 0.26934347] [ 0.19881752 0.68340471 0.39745381 0.76908794 0.43762495] [ 0.57898161 0.55145416 0.57938332 0.50445062 0.4665008 ] [ 0.36426144 0.47921675 0.47396471 0.81463627 0.45454597] [ 0.10521987 0.62399556 0.44801864 0.90959499 0.51348181] Progress: 17.5% ... Training loss: 0.666 ... Validation loss: 1.176[ 0.15192533 0.60822431 0.36819535 0.81226279 0.56552559] [ 0.49572717 0.57732557 0.32368163 0.48404628 0.31957865] [ 0.74802433 0.31014197 0.5831911 0.29568761 0.44360631] [ 0.48642401 0.6662775 0.31702214 0.61525569 0.31336969] [ 0.47732555 0.51448099 0.43901553 0.43390112 0.37575944] [ 0.74399315 0.29607575 0.57296442 0.39902267 0.4890063 ] [ 0.44802235 0.48750537 0.46184841 0.67471447 0.35644355] [ 0.75431991 0.31231819 0.40852116 0.28741649 0.45399974] [ 0.44473701 0.50958481 0.40589229 0.55357955 0.53027974] [ 0.3318732 0.66508557 0.36212799 0.7932851 0.44855373] [ 0.31058455 0.54851374 0.45655729 0.59265728 0.54504717] [ 0.38456345 0.38565907 0.56811044 0.76809074 0.46968394] [ 0.37274574 0.63564231 0.56323439 0.64313008 0.53046988] [ 0.23557423 0.69007568 0.33969137 0.86079573 0.55040129] [ 0.68763376 0.46471431 0.45022208 0.36177941 0.5552216 ] [ 0.39274018 0.59671546 0.38370629 0.69215067 0.39949366] [ 0.09709901 0.53803638 0.4678286 0.90250257 0.67475977] [ 0.62435477 0.421753 0.64790882 0.32120983 0.46484754] [ 0.41234165 0.66546713 0.39516922 0.75983516 0.5341715 ] [ 0.6970768 0.42617421 0.47645678 0.33604995 0.46045678] [ 0.48056653 0.40554775 0.68882372 0.63091803 0.4801223 ] [ 0.42004922 0.44224141 0.51353578 0.60175836 0.41991646] [ 0.73393502 0.47835343 0.49640723 0.19928913 0.4276067 ] [ 0.42700322 0.34834655 0.54734704 0.63385307 0.66093545] [ 0.7238389 0.51733646 0.51781264 0.39661245 0.40036311] [ 0.36628585 0.45084807 0.59737863 0.48029852 0.49230502] [ 0.69747348 0.41003504 0.38525205 0.35477746 0.43859385] [ 0.35322782 0.61754461 0.4613719 0.78862989 0.51111304] [ 0.44647151 0.5015867 0.45678215 0.62844765 0.57229728] [ 0.44473701 0.50958481 0.40589229 0.55357955 0.53027974] [ 0.89773112 0.41582428 0.45882724 0.18316738 0.23256363] [ 0.59447885 0.51719926 0.43195566 0.48551545 0.37383013] [ 0.33451077 0.44413878 0.50833169 0.55956006 0.40285022] [ 0.27973379 0.54121025 0.56560046 0.73739166 0.51370079] [ 0.12500221 0.60957957 0.44093076 0.92591261 0.61655286] [ 0.8260528 0.47338872 0.60131439 0.23240324 0.36171576] [ 0.40037711 0.3897064 0.48143066 0.68565083 0.49122113] [ 0.26814672 0.66884539 0.45013521 0.65792155 0.47938535] [ 0.68783208 0.36552859 0.44671314 0.48695025 0.50341575] [ 0.80928364 0.4676893 0.50678213 0.26886056 0.47003477] [ 0.78288988 0.38117547 0.48770702 0.30628735 0.37261181] [ 0.50097624 0.62333999 0.45347452 0.71150192 0.39319417] [ 0.64636167 0.43876439 0.53086763 0.27478771 0.52089354] [ 0.57961522 0.3867918 0.41592361 0.46708984 0.48848669] [ 0.47665431 0.44675591 0.52888263 0.61939911 0.44640169] [ 0.53287049 0.47391867 0.40660919 0.40234104 0.419445 ] [ 0.35604006 0.61695144 0.47065044 0.66626925 0.54357002] [ 0.32861259 0.5457187 0.38561876 0.65545331 0.42426013] [ 0.23689502 0.51115639 0.54961036 0.80621323 0.52706507] [ 0.84234952 0.52367258 0.46513149 0.29474028 0.3553367 ] [ 0.6044257 0.50797247 0.41979578 0.53557116 0.48411231] [ 0.79477701 0.53276191 0.35523491 0.38086413 0.40549871] [ 0.82071229 0.38008752 0.50959393 0.11796387 0.33118263] [ 0.4551013 0.55497493 0.49736496 0.81132641 0.43147808] [ 0.83955125 0.3756343 0.6159251 0.21329369 0.44610175] [ 0.558164 0.42978744 0.60298299 0.33901289 0.39803761] [ 0.49644758 0.39591453 0.58112977 0.69693521 0.30506948] [ 0.30122691 0.52787218 0.57339678 0.77744888 0.4464217 ] [ 0.35329497 0.51540206 0.62672404 0.54510518 0.54349765] [ 0.63101156 0.60838775 0.37264157 0.5518239 0.37929575] [ 0.45428332 0.34669984 0.4447441 0.73896844 0.36659291] [ 0.31420947 0.4003267 0.47996854 0.8119812 0.48150904] [ 0.27370605 0.70598074 0.2595026 0.79064058 0.48471893] [ 0.72625801 0.3484619 0.63966657 0.29427726 0.47144767] [ 0.41088954 0.51705644 0.44062286 0.64247958 0.28693089] [ 0.26295015 0.44886594 0.46740174 0.77544522 0.5666441 ] [ 0.21465807 0.6441343 0.50168045 0.75602278 0.48905775] [ 0.76084744 0.37525747 0.60969266 0.09854014 0.50328336] [ 0.46225378 0.49946379 0.41088473 0.76011052 0.33428231] [ 0.34837211 0.50921808 0.50649356 0.73688098 0.59921207] [ 0.79693487 0.44310377 0.53045089 0.38467922 0.35784723] [ 0.45639815 0.4936504 0.51984394 0.58956453 0.35061093] [ 0.82449804 0.27362303 0.61401514 0.22227965 0.45438207] [ 0.79892683 0.43073248 0.50481715 0.20864357 0.29969447] [ 0.13111929 0.47165095 0.48096805 0.82594555 0.517705 ] [ 0.45941073 0.59045489 0.44923816 0.63844088 0.3822345 ] [ 0.81045485 0.37386162 0.65707157 0.20657629 0.42159141] [ 0.42212958 0.60550783 0.49114619 0.71266874 0.4879333 ] [ 0.39153594 0.56703597 0.42988226 0.57166904 0.45683358] [ 0.85905263 0.44269303 0.5381431 0.28243453 0.40034916] [ 0.32480729 0.38445378 0.61797952 0.36156421 0.61818069] [ 0.60195207 0.41808964 0.57681159 0.36836274 0.45611668] [ 0.20313734 0.51804275 0.45708871 0.74558633 0.37421475] [ 0.26871336 0.5347771 0.46746735 0.87411625 0.34154845] [ 0.17368154 0.63606945 0.32283314 0.76826214 0.50280565] [ 0.29107931 0.67270733 0.51500749 0.78314461 0.53483672] [ 0.19576637 0.57941639 0.40591484 0.83513604 0.34153999] [ 0.52308369 0.3993284 0.62588959 0.40241236 0.4818581 ] [ 0.27526374 0.75612544 0.40921229 0.72304484 0.50408324] [ 0.90118368 0.37518047 0.60874844 0.145432 0.46506798] [ 0.60067965 0.40920472 0.50901405 0.45551553 0.46679685] [ 0.63430751 0.53811275 0.54207322 0.4886553 0.52543535] [ 0.27124837 0.42584869 0.57419178 0.80515255 0.51040057] [ 0.5033584 0.34949031 0.50906932 0.61810406 0.506368 ] [ 0.59893091 0.51729581 0.44770705 0.35333825 0.39543467] [ 0.71748286 0.43818169 0.42087526 0.44012539 0.38841682] [ 0.56134635 0.46336878 0.55670143 0.5516576 0.29745126] [ 0.30005222 0.51452442 0.47222287 0.87299832 0.48639154] [ 0.88675527 0.37193468 0.64591158 0.16152518 0.34594865] [ 0.3531253 0.5917493 0.56307894 0.69063097 0.54888517] [ 0.25329068 0.4788626 0.41031408 0.85826898 0.51180692] [ 0.86068343 0.44462147 0.52604427 0.32744025 0.40543999] [ 0.50815209 0.51665552 0.44954556 0.75844705 0.34344284] [ 0.74488827 0.41999467 0.61242489 0.33689479 0.44194689] [ 0.3695194 0.6964281 0.31187458 0.73928902 0.46291215] [ 0.16098782 0.59185653 0.44691806 0.87661148 0.44913107] [ 0.86656248 0.39347331 0.40988929 0.31358679 0.33361052] [ 0.72157585 0.39665543 0.51803526 0.21505938 0.5911322 ] [ 0.71163431 0.3457135 0.54850424 0.18432721 0.52862749] [ 0.68345497 0.46528776 0.51848614 0.1780292 0.51140966] [ 0.70076747 0.48827513 0.60672827 0.37754916 0.39034126] [ 0.68884851 0.53702242 0.43413455 0.36935013 0.43132432] [ 0.31879098 0.60962197 0.62129744 0.55185793 0.62627306] [ 0.35202593 0.63471565 0.43375113 0.74492945 0.40301531] [ 0.47201793 0.56045121 0.36950715 0.62457459 0.54901615] [ 0.63601471 0.50721893 0.62070556 0.3914868 0.42179534] [ 0.47068835 0.50310122 0.50141965 0.43447435 0.54359388] [ 0.41351767 0.59897166 0.55089881 0.48195501 0.36745094] [ 0.20796251 0.55112214 0.49775028 0.84188562 0.48759216] [ 0.15479611 0.58100076 0.54750866 0.8625021 0.50530211] [ 0.82950692 0.34729481 0.63630846 0.21137807 0.4141623 ] [ 0.56226033 0.65429409 0.4496969 0.5856647 0.37529464] [ 0.67682599 0.50478736 0.49690354 0.42177528 0.47149073] [ 0.54322159 0.64196565 0.39010102 0.61133422 0.33746961] [ 0.23689502 0.51115639 0.54961036 0.80621323 0.52706507] [ 0.13800396 0.58355916 0.45493182 0.92210815 0.5469767 ] [ 0.55550333 0.45150655 0.4899201 0.40946845 0.42661144] [ 0.91011728 0.28141339 0.5971712 0.11773358 0.38789024] Progress: 17.6% ... Training loss: 0.666 ... Validation loss: 1.172[ 0.63391062 0.53128285 0.42103697 0.38657396 0.45980007] [ 0.76400087 0.46091396 0.50030147 0.21451813 0.39095833] [ 0.73192542 0.52002116 0.53939528 0.37539337 0.54962237] [ 0.72134174 0.49556822 0.40759496 0.28737772 0.43725678] [ 0.40936524 0.59958865 0.47657502 0.68537565 0.50611623] [ 0.5481608 0.52462066 0.48534886 0.51303898 0.60704553] [ 0.84418202 0.29888632 0.58757858 0.19626881 0.33403675] [ 0.61995538 0.51616136 0.6264257 0.37536838 0.38362612] [ 0.62576562 0.49040099 0.4675105 0.47768644 0.38084486] [ 0.66977537 0.5125336 0.62410936 0.49464623 0.38936689] [ 0.61831629 0.50970405 0.57406472 0.39516241 0.46506145] [ 0.58361044 0.46979551 0.62370834 0.39249953 0.47329614] [ 0.68564507 0.4693071 0.60340205 0.43179757 0.46236145] [ 0.52726581 0.56580888 0.45880518 0.58351703 0.3293727 ] [ 0.33293193 0.5587027 0.34845945 0.72847173 0.379639 ] [ 0.25754553 0.63890335 0.52725976 0.71312339 0.49084967] [ 0.54042339 0.41860775 0.52939908 0.63558347 0.3327305 ] [ 0.39478113 0.54555912 0.49615186 0.59808409 0.68449604] [ 0.40233795 0.42034074 0.3367327 0.54128611 0.42591958] [ 0.88320846 0.40213996 0.66010872 0.16590218 0.38033699] [ 0.18253141 0.66960631 0.40091809 0.78487385 0.45771641] [ 0.69492496 0.439368 0.53959596 0.42033018 0.4284191 ] [ 0.49172638 0.46143482 0.52685026 0.28313452 0.59176961] [ 0.81367797 0.48498442 0.56992402 0.34919543 0.41812783] [ 0.63753172 0.49620105 0.46167507 0.36945181 0.38782995] [ 0.28448723 0.66410657 0.47197908 0.7229139 0.5817249 ] [ 0.11983019 0.6337124 0.50294624 0.91051389 0.61198639] [ 0.86461893 0.4222508 0.45002274 0.20361029 0.27544512] [ 0.49463931 0.56183599 0.5365163 0.59131511 0.57614518] [ 0.83811207 0.33413939 0.55661415 0.23977167 0.40952287] [ 0.56911376 0.51990868 0.5144141 0.45399914 0.45456142] [ 0.11964635 0.58696233 0.45615612 0.87476699 0.38742843] [ 0.32436597 0.56111939 0.49777908 0.65446168 0.55976274] [ 0.36072378 0.51653727 0.57864271 0.74521333 0.50927481] [ 0.81366848 0.37768396 0.47273068 0.24545223 0.40226109] [ 0.36113315 0.61287056 0.52357478 0.70045411 0.50428839] [ 0.35593796 0.49967481 0.44374536 0.78797039 0.33846026] [ 0.31204339 0.59553965 0.32993738 0.81150445 0.65116692] [ 0.32247763 0.61489044 0.46096701 0.73648392 0.47605291] [ 0.55685938 0.58357014 0.39476699 0.46622528 0.42372511] [ 0.58583611 0.47932764 0.48912065 0.58903085 0.36006491] [ 0.81367797 0.48498442 0.56992402 0.34919543 0.41812783] [ 0.46325683 0.58099732 0.39299532 0.59838492 0.29853502] [ 0.80032661 0.34121486 0.57236827 0.29276363 0.33813131] [ 0.64010445 0.50497392 0.5808468 0.38103694 0.42281725] [ 0.58932854 0.3618313 0.5059042 0.66558156 0.30695549] [ 0.53784615 0.4050496 0.61916848 0.30669939 0.6141207 ] [ 0.82953763 0.51171212 0.33598316 0.42783878 0.31520821] [ 0.65241268 0.44616436 0.53082136 0.2594198 0.58426891] [ 0.57281717 0.52621732 0.37489774 0.3836392 0.40175388] [ 0.14787872 0.54847679 0.46166309 0.69305636 0.47989583] [ 0.68732268 0.44102246 0.52403821 0.3825791 0.47805746] [ 0.43345997 0.41556539 0.48264087 0.74861435 0.49165414] [ 0.59909352 0.38035657 0.4927511 0.57267485 0.49202117] [ 0.75988184 0.38581229 0.42604502 0.25728102 0.26652289] [ 0.60540269 0.54565561 0.53068043 0.40260036 0.42017594] [ 0.15725169 0.57867265 0.43086898 0.78838333 0.50080473] [ 0.72130934 0.44760779 0.60329411 0.40962878 0.4938766 ] [ 0.64565202 0.38958663 0.51217282 0.31901119 0.54989288] [ 0.13074594 0.56254489 0.46394365 0.84938539 0.55005275] [ 0.36631019 0.40708548 0.4415479 0.76339747 0.39447326] [ 0.4766457 0.38644973 0.45410438 0.60399809 0.53676122] [ 0.61435581 0.63037946 0.33392674 0.71128137 0.43073626] [ 0.4785213 0.45314507 0.52267092 0.60176189 0.29288823] [ 0.68283701 0.59353012 0.36810859 0.44277541 0.39273746] [ 0.61724939 0.41257541 0.5492959 0.38586123 0.4982718 ] [ 0.77495506 0.49893875 0.45987678 0.37519635 0.35326633] [ 0.81734431 0.43773201 0.4553109 0.26140183 0.42305168] [ 0.69854891 0.47841214 0.46384501 0.30415562 0.42631984] [ 0.38610214 0.46086716 0.58995788 0.60379056 0.3534078 ] [ 0.59876439 0.23740522 0.5358588 0.45640474 0.40206426] [ 0.40215977 0.5246717 0.48775407 0.52464016 0.66950983] [ 0.61556488 0.36507667 0.53365639 0.71004683 0.3849037 ] [ 0.61202166 0.69870855 0.32747735 0.67264329 0.36846929] [ 0.7116351 0.37525643 0.49646075 0.35939551 0.42532856] [ 0.21877194 0.60847649 0.51321367 0.65792239 0.60743445] [ 0.54123172 0.4626628 0.41249193 0.54949728 0.37556457] [ 0.7305909 0.46294789 0.54682398 0.24527982 0.41978003] [ 0.33563236 0.50399932 0.36429476 0.72754036 0.42712136] [ 0.13051726 0.59433454 0.50095856 0.90670414 0.38393051] [ 0.60604995 0.57617514 0.42510539 0.54222271 0.51875283] [ 0.63494474 0.62160921 0.43949741 0.64555173 0.46308117] [ 0.8577969 0.3653616 0.37794818 0.24217823 0.3987466 ] [ 0.66503087 0.34377717 0.39253534 0.44900282 0.56363974] [ 0.80509736 0.32005096 0.53503276 0.26267441 0.46039044] [ 0.32436597 0.56111939 0.49777908 0.65446168 0.55976274] [ 0.8756804 0.34693506 0.59257725 0.11447373 0.31776693] [ 0.45738746 0.52394315 0.37429431 0.61925927 0.39929709] [ 0.17385639 0.52615905 0.39505242 0.86055684 0.52884563] [ 0.22791078 0.54677065 0.65422016 0.79543341 0.54967797] [ 0.24554081 0.56355779 0.5081786 0.66210686 0.46646068] [ 0.62615285 0.40294941 0.52674504 0.29639923 0.36409832] [ 0.54836938 0.44404708 0.54014515 0.44012558 0.58730448] [ 0.2477838 0.56439428 0.43101042 0.89917468 0.53091701] [ 0.72018687 0.29430807 0.47150505 0.40357573 0.39117355] [ 0.35631979 0.62799935 0.30046128 0.71036948 0.34991638] [ 0.26799567 0.50292623 0.41063748 0.71446207 0.41664259] [ 0.52771091 0.43542762 0.56352481 0.65928614 0.43405586] [ 0.42296777 0.45262038 0.48256977 0.74970071 0.29645829] [ 0.86287298 0.37436112 0.60867374 0.12982419 0.39121677] [ 0.55649749 0.45156532 0.49087158 0.66599306 0.31209887] [ 0.441797 0.55910196 0.57237037 0.78229272 0.45833903] [ 0.28769476 0.47288185 0.4789359 0.79773849 0.48469485] [ 0.42296777 0.45262038 0.48256977 0.74970071 0.29645829] [ 0.85923252 0.35101547 0.48641384 0.1373273 0.23175272] [ 0.62266564 0.70303478 0.47176689 0.62443108 0.39591604] [ 0.26916923 0.59051782 0.56247252 0.80251975 0.56540108] [ 0.47755764 0.585196 0.47098026 0.81286886 0.42836002] [ 0.65305934 0.5535773 0.51178119 0.35976837 0.53118975] [ 0.30084109 0.46158396 0.52296005 0.53187141 0.60245147] [ 0.25977248 0.54803363 0.42977842 0.75748019 0.66103186] [ 0.4380396 0.50468151 0.53923773 0.51360302 0.47290638] [ 0.51367455 0.56480058 0.43226729 0.51851496 0.48610033] [ 0.37623505 0.39697841 0.60660513 0.67637633 0.6161465 ] [ 0.23704961 0.44538733 0.500253 0.72785044 0.42007239] [ 0.17810023 0.51680728 0.42569663 0.84743054 0.48871933] [ 0.64882121 0.47874142 0.57279518 0.56272061 0.46316207] [ 0.77090626 0.48989621 0.3101441 0.39446884 0.31104865] [ 0.48206552 0.5623634 0.46704343 0.59103697 0.55566625] [ 0.57312273 0.38046779 0.52581048 0.60970771 0.47459776] [ 0.88502986 0.44940303 0.4674533 0.26898504 0.3410505 ] [ 0.43078362 0.41507847 0.42959906 0.63665657 0.42531741] [ 0.12387214 0.69412393 0.46126315 0.87000194 0.5761694 ] [ 0.68366059 0.57846565 0.53248383 0.55701121 0.42528148] [ 0.59414613 0.43473636 0.57869038 0.33467846 0.51160694] [ 0.48732033 0.39344545 0.55956212 0.67427222 0.4350295 ] [ 0.56563892 0.51308942 0.47088168 0.65394228 0.33031704] [ 0.7368572 0.37010966 0.66868693 0.34160751 0.44630076] Progress: 17.6% ... Training loss: 0.665 ... Validation loss: 1.169[ 0.66527216 0.41542086 0.59890947 0.48124945 0.40737844] [ 0.55003456 0.61920639 0.3920088 0.62559442 0.3966862 ] [ 0.2321189 0.54900622 0.55217075 0.73279061 0.53342293] [ 0.29502845 0.53097177 0.30299079 0.87082495 0.40799213] [ 0.68176755 0.52391892 0.42464357 0.4322395 0.42910861] [ 0.73681856 0.24532204 0.4212981 0.22775811 0.38521145] [ 0.46235326 0.50455783 0.5069518 0.78786411 0.4549698 ] [ 0.54571426 0.42662425 0.42748286 0.39374827 0.42198634] [ 0.29984112 0.64059329 0.31755201 0.70408576 0.48484546] [ 0.147065 0.67897916 0.41530826 0.89153422 0.62729928] [ 0.85349822 0.34691361 0.67207951 0.15243239 0.36920415] [ 0.16780388 0.59258012 0.47201043 0.87926549 0.54345658] [ 0.65946105 0.5023544 0.55781606 0.31304318 0.56832049] [ 0.58788344 0.45697787 0.54182547 0.27807416 0.49840299] [ 0.58690681 0.494951 0.37102638 0.58175127 0.434722 ] [ 0.32803249 0.50644934 0.2958922 0.73751805 0.34985265] [ 0.35746651 0.46378349 0.5335001 0.82995946 0.4768784 ] [ 0.456222 0.37573043 0.59972694 0.58923598 0.59966854] [ 0.89309162 0.30414594 0.49052828 0.17663491 0.37673068] [ 0.39075795 0.58002794 0.33150075 0.63460221 0.47188472] [ 0.74604754 0.43066376 0.6316274 0.24268801 0.51879253] [ 0.47734179 0.6234916 0.35511106 0.55276069 0.44087232] [ 0.68717386 0.33989092 0.54559942 0.14192135 0.46997591] [ 0.4538111 0.48964025 0.51909474 0.4858241 0.42409058] [ 0.79728541 0.36871665 0.50027908 0.3372342 0.45710726] [ 0.1022813 0.47181068 0.45005896 0.88613685 0.44339503] [ 0.44910153 0.59040939 0.43021641 0.52840008 0.54230807] [ 0.74500043 0.29088803 0.63335431 0.2332239 0.41217073] [ 0.47497476 0.34434368 0.39438775 0.70157957 0.33192046] [ 0.30305498 0.62217285 0.48023818 0.78734841 0.59817057] [ 0.54862101 0.41358427 0.3879678 0.61602756 0.36609685] [ 0.51773767 0.54406553 0.63501259 0.45653975 0.47393414] [ 0.83405498 0.50969943 0.3282258 0.40176235 0.3277894 ] [ 0.55495647 0.45218751 0.4906388 0.66674149 0.31229995] [ 0.38106342 0.57976556 0.4250872 0.45970115 0.40249414] [ 0.75415666 0.52906117 0.44165205 0.32866137 0.28460076] [ 0.57131811 0.50061789 0.62519866 0.71336619 0.36691561] [ 0.58837033 0.43105501 0.49219651 0.48169426 0.57271693] [ 0.79935192 0.36678102 0.56758871 0.28924369 0.47971681] [ 0.691565 0.4782735 0.4793372 0.21825832 0.46293286] [ 0.7642957 0.42108758 0.533339 0.33172785 0.40277461] [ 0.80880369 0.34071487 0.53160965 0.30707408 0.3231658 ] [ 0.63105376 0.49645303 0.41263735 0.42676726 0.34309799] [ 0.68224035 0.58629203 0.45249755 0.63749819 0.38531263] [ 0.75621283 0.31516575 0.71000781 0.30869415 0.43439248] [ 0.49810543 0.48294723 0.64073543 0.64271991 0.45561074] [ 0.84572239 0.45445566 0.60285259 0.20594249 0.44518882] [ 0.17697313 0.73260821 0.28198861 0.82835079 0.46197967] [ 0.09860105 0.63314562 0.43681369 0.93186583 0.4930521 ] [ 0.65866207 0.58277899 0.47651648 0.56118938 0.38939108] [ 0.64452856 0.47701794 0.41338456 0.40582829 0.33017367] [ 0.23179859 0.58635059 0.33840982 0.75279392 0.49661592] [ 0.60901685 0.37340797 0.48872199 0.47512773 0.47325878] [ 0.80469457 0.34230804 0.5030266 0.26511433 0.39342202] [ 0.43181537 0.62268919 0.41356546 0.77194545 0.44184617] [ 0.21222203 0.63708615 0.50756176 0.63349056 0.55897282] [ 0.58421107 0.48784756 0.56528207 0.66996791 0.40051787] [ 0.64807572 0.63125254 0.40937478 0.53597194 0.38633932] [ 0.25116724 0.50902939 0.5221818 0.82970608 0.55996058] [ 0.49533854 0.36451742 0.58034284 0.62695467 0.43802638] [ 0.40312389 0.5245148 0.48780518 0.52415477 0.66946535] [ 0.49643054 0.40954477 0.49690677 0.65096311 0.33055874] [ 0.61284656 0.46172352 0.53095054 0.4126918 0.37303523] [ 0.64274974 0.45148997 0.57177636 0.63496897 0.38055834] [ 0.40195443 0.63643399 0.42025313 0.66614827 0.33442694] [ 0.50900085 0.37333752 0.46799363 0.6907745 0.45023378] [ 0.74576472 0.31055181 0.50961019 0.29188515 0.42248193] [ 0.51785933 0.4450693 0.56238362 0.63931199 0.31246628] [ 0.69693157 0.45259567 0.54315745 0.17927979 0.52489974] [ 0.3933955 0.4532817 0.49592714 0.71615377 0.55150214] [ 0.63465186 0.4074872 0.62532131 0.28150746 0.54288398] [ 0.55640007 0.48061866 0.45763628 0.46458478 0.38407461] [ 0.82796482 0.30673742 0.41514163 0.2567482 0.28593586] [ 0.4721202 0.55501899 0.56842083 0.46386412 0.67548834] [ 0.86635461 0.40366052 0.48788618 0.17956719 0.36279907] [ 0.63546066 0.43371178 0.51840244 0.4901232 0.46135254] [ 0.48927342 0.54823403 0.35017171 0.58446486 0.40477103] [ 0.39105326 0.5067773 0.63115296 0.51399092 0.55346451] [ 0.29371199 0.58143445 0.58776042 0.66665156 0.51052658] [ 0.09472048 0.52589798 0.33514792 0.94716147 0.51399201] [ 0.18718073 0.50971025 0.58961716 0.87636966 0.58249733] [ 0.57322093 0.43490375 0.35207412 0.38975139 0.43097119] [ 0.18418312 0.57276899 0.46454274 0.85355915 0.48451599] [ 0.6305576 0.35181213 0.3929938 0.49555383 0.38044843] [ 0.49461928 0.55722592 0.55542952 0.50826941 0.58047474] [ 0.28328759 0.45815974 0.65587405 0.81680008 0.48797672] [ 0.2639716 0.55478723 0.52441001 0.80262769 0.51829747] [ 0.39488482 0.48468753 0.44406057 0.79567396 0.37000496] [ 0.36626276 0.6082166 0.48302298 0.70911258 0.49560135] [ 0.61926112 0.35517417 0.62318673 0.27920054 0.46996539] [ 0.76975979 0.40994264 0.488731 0.311792 0.37989822] [ 0.26281909 0.62032066 0.5136764 0.68296455 0.50300698] [ 0.41473443 0.3993328 0.52482221 0.65308976 0.38160147] [ 0.46253325 0.38668618 0.54672831 0.68374041 0.4672912 ] [ 0.54036262 0.30593081 0.61817866 0.65917526 0.46723847] [ 0.32645191 0.45067064 0.46390618 0.68002122 0.41014865] [ 0.68166195 0.56982236 0.38715805 0.51203119 0.36476522] [ 0.77504696 0.31049916 0.55623625 0.18440458 0.41577394] [ 0.63553397 0.65920023 0.366828 0.49051138 0.33871072] [ 0.16304621 0.46411307 0.46693178 0.87693295 0.66250954] [ 0.62978078 0.51759932 0.39004419 0.52134331 0.40504467] [ 0.10995977 0.56879175 0.38634748 0.93311948 0.49787727] [ 0.41848442 0.38989447 0.47366705 0.61033498 0.3635986 ] [ 0.58837033 0.43105501 0.49219651 0.48169426 0.57271693] [ 0.56382001 0.2896796 0.58935933 0.49879954 0.53760503] [ 0.66971115 0.50208569 0.39321669 0.23899398 0.34232237] [ 0.3904816 0.5833697 0.46219355 0.61817223 0.44693295] [ 0.62257337 0.326208 0.56274557 0.40227055 0.40593403] [ 0.3281684 0.64394665 0.41249146 0.58640369 0.41763378] [ 0.73005846 0.3522777 0.71854586 0.22099236 0.48109355] [ 0.4596472 0.56208737 0.54486651 0.5552976 0.50173114] [ 0.7609354 0.39889346 0.5130081 0.25321323 0.45786794] [ 0.27879977 0.54181434 0.56537669 0.73805451 0.51393551] [ 0.36096936 0.4882677 0.50739459 0.49991916 0.49663204] [ 0.65226051 0.46780282 0.56960326 0.35589344 0.40935968] [ 0.11898389 0.53881128 0.45493907 0.90483619 0.5870768 ] [ 0.37083728 0.40939168 0.59357686 0.54122566 0.64947674] [ 0.54101614 0.34206371 0.54989155 0.61131531 0.31077675] [ 0.67040225 0.46913169 0.56929908 0.29459221 0.42792111] [ 0.72951412 0.38328404 0.44180256 0.34358281 0.4094162 ] [ 0.71931343 0.32486161 0.6656772 0.28503635 0.42154041] [ 0.8294183 0.57407004 0.62845529 0.40270485 0.36745813] [ 0.58356414 0.56582645 0.37757888 0.4782098 0.52212235] [ 0.5174916 0.45758504 0.57159978 0.45293394 0.53384139] [ 0.66478856 0.46386081 0.48024002 0.38519057 0.41161635] [ 0.50225667 0.42691785 0.58686612 0.66921089 0.4737335 ] [ 0.56290075 0.44376233 0.54370253 0.52872618 0.5196923 ] [ 0.22125284 0.45573895 0.41933119 0.86245495 0.41917691] Progress: 17.6% ... Training loss: 0.665 ... Validation loss: 1.167[ 0.23899225 0.56441188 0.41516966 0.70726418 0.42071992] [ 0.32786398 0.61577671 0.39764399 0.69400961 0.44279987] [ 0.83572907 0.38169593 0.56674052 0.17928422 0.41918743] [ 0.73632617 0.41278065 0.36760311 0.33867904 0.35835135] [ 0.20635603 0.53911258 0.57022382 0.85021748 0.41340469] [ 0.08979355 0.59645771 0.56932786 0.88859634 0.71665867] [ 0.30807187 0.54913491 0.32861227 0.8063943 0.44501275] [ 0.35405238 0.56874017 0.42228961 0.4164902 0.53615962] [ 0.63594005 0.52664242 0.47493374 0.41805795 0.57567999] [ 0.49919399 0.51865248 0.50213097 0.53717965 0.43343943] [ 0.11212187 0.6765898 0.50329145 0.922725 0.64220926] [ 0.31946861 0.63412227 0.47255101 0.64383521 0.51568655] [ 0.7152676 0.57871345 0.56174348 0.33301048 0.54190113] [ 0.61108658 0.3141223 0.45303601 0.41621398 0.41386801] [ 0.68903183 0.47967642 0.61170622 0.4022499 0.46119889] [ 0.3830019 0.59179213 0.39749742 0.75378146 0.49812458] [ 0.43523622 0.47434552 0.55770237 0.44718347 0.40133735] [ 0.56244778 0.37888746 0.58595053 0.54663367 0.43913144] [ 0.49023345 0.35732102 0.55239291 0.68877285 0.3520633 ] [ 0.28309247 0.49205338 0.58443262 0.63477492 0.58722036] [ 0.26091946 0.41194839 0.42528748 0.65268014 0.50955437] [ 0.85242336 0.35276854 0.56467296 0.15977038 0.39708407] [ 0.31422779 0.49837636 0.48074879 0.8668986 0.58270656] [ 0.55798093 0.53404197 0.4824584 0.31629397 0.45331421] [ 0.61355764 0.48661086 0.32854647 0.45153739 0.45689052] [ 0.4623176 0.56397541 0.48669122 0.58994686 0.39852852] [ 0.56744731 0.40072451 0.54635532 0.67613654 0.32439925] [ 0.64020587 0.59381514 0.53342879 0.51455891 0.41358697] [ 0.58138348 0.53000965 0.51440271 0.48829236 0.48739865] [ 0.53513186 0.32590848 0.54645603 0.48446603 0.34010276] [ 0.74109765 0.47090816 0.47754106 0.16692398 0.48126121] [ 0.50085354 0.40703134 0.53247157 0.54031813 0.30278317] [ 0.0924561 0.49429709 0.4493639 0.9074563 0.55595136] [ 0.31626191 0.43725117 0.60835398 0.65111265 0.44189118] [ 0.25967197 0.48649268 0.56297462 0.72849546 0.32993409] [ 0.65493107 0.46085465 0.51159472 0.37022843 0.49437508] [ 0.67184422 0.53843137 0.57709042 0.40052597 0.56927195] [ 0.42700581 0.34858896 0.54724121 0.63392656 0.66104984] [ 0.22072734 0.4562405 0.41915207 0.86266265 0.41936831] [ 0.71310317 0.49083446 0.55238686 0.5374892 0.42810442] [ 0.14128346 0.66746854 0.41699097 0.82078973 0.57270478] [ 0.41121873 0.50297853 0.45685905 0.61252136 0.38940112] [ 0.8892596 0.43446889 0.48369553 0.19551076 0.261533 ] [ 0.20719345 0.38994564 0.52881357 0.90027016 0.60215683] [ 0.85690492 0.49564516 0.53921914 0.36255065 0.44932994] [ 0.36583428 0.44878604 0.6138183 0.73389537 0.44171747] [ 0.44798794 0.5634642 0.38277085 0.69026538 0.60811866] [ 0.80943327 0.36637327 0.43929373 0.24072353 0.33636738] [ 0.18186759 0.6239022 0.38714663 0.82302288 0.46957639] [ 0.21352223 0.63006961 0.43097139 0.79288495 0.60132889] [ 0.56091244 0.60427767 0.57402292 0.5463069 0.49255753] [ 0.45784115 0.57818379 0.49247243 0.52317991 0.33581285] [ 0.17934925 0.58481711 0.39331416 0.86511416 0.36580492] [ 0.31292123 0.54218155 0.57320834 0.7575742 0.6219889 ] [ 0.76015688 0.26212146 0.60520389 0.39337426 0.44998121] [ 0.23565663 0.44435273 0.42276349 0.74994154 0.49038289] [ 0.64690536 0.3555305 0.6587289 0.30564117 0.4769113 ] [ 0.22123211 0.48618886 0.4767657 0.74204111 0.4430553 ] [ 0.80903114 0.38077192 0.5294019 0.18015583 0.40966627] [ 0.20337836 0.60919233 0.53043744 0.85292156 0.48422846] [ 0.38148829 0.56089477 0.53752502 0.64569828 0.42121125] [ 0.41801282 0.4433104 0.5131214 0.60299778 0.42033855] [ 0.58686102 0.43648184 0.57484592 0.67717009 0.41059965] [ 0.78306395 0.49042594 0.39168739 0.33525361 0.29896443] [ 0.38034688 0.69514556 0.48272475 0.7770922 0.60416163] [ 0.48990038 0.44600925 0.49468632 0.76337687 0.33798441] [ 0.47051082 0.60497686 0.50129171 0.76642409 0.46711786] [ 0.64003649 0.41106944 0.46939865 0.5818484 0.48693689] [ 0.42136356 0.6059527 0.49097776 0.71308769 0.48811352] [ 0.17123628 0.56181086 0.51244582 0.89660398 0.47628303] [ 0.73874253 0.58115669 0.61853196 0.43323857 0.42204803] [ 0.41305434 0.50885464 0.44343496 0.78041958 0.53687846] [ 0.62363268 0.47004558 0.36945878 0.40359412 0.40352711] [ 0.16383459 0.66833203 0.38528749 0.79358323 0.51189266] [ 0.57402098 0.38023262 0.5259103 0.60919288 0.47449887] [ 0.71340954 0.49483587 0.42624217 0.56498227 0.457593 ] [ 0.83634924 0.60276964 0.33448185 0.44192928 0.39092873] [ 0.72321721 0.3917651 0.57063053 0.30487947 0.49004996] [ 0.26746609 0.42227039 0.67465448 0.61058559 0.5532099 ] [ 0.25351543 0.57904746 0.54814343 0.77938865 0.54325132] [ 0.70362691 0.39178006 0.48849118 0.32484351 0.32679923] [ 0.20176849 0.52811047 0.65404932 0.8054251 0.40711295] [ 0.60960162 0.49613017 0.52829614 0.48094361 0.52898822] [ 0.68026759 0.44070289 0.5331294 0.38152585 0.45143489] [ 0.51800646 0.34190855 0.47797539 0.42357893 0.42837694] [ 0.6886363 0.58702646 0.62422833 0.56725277 0.38487233] [ 0.89469716 0.41523814 0.36676935 0.26190769 0.23909735] [ 0.29268056 0.58124212 0.50169756 0.73662601 0.40856344] [ 0.75040847 0.45970504 0.32204193 0.27158156 0.3145046 ] [ 0.25260956 0.52186035 0.54559296 0.72344706 0.36281084] [ 0.73809265 0.35150868 0.6586844 0.3470377 0.4195122 ] [ 0.18215763 0.70291864 0.37901666 0.74153898 0.50663696] [ 0.22079411 0.67680258 0.42537641 0.83859035 0.44810104] [ 0.38624163 0.41522051 0.67270073 0.75654492 0.45218982] [ 0.07885454 0.59969715 0.48281791 0.90297125 0.64661525] [ 0.42445789 0.52377908 0.45487869 0.70032837 0.35184773] [ 0.4914889 0.4367774 0.54756824 0.6668663 0.32553523] [ 0.28269294 0.41706029 0.61509554 0.7931901 0.56361622] [ 0.18227058 0.5978505 0.38008196 0.90482737 0.61435214] [ 0.08899588 0.64260885 0.52659352 0.9051774 0.54801942] [ 0.72160361 0.47692302 0.44426056 0.34328794 0.4275246 ] [ 0.49000725 0.51496827 0.47910963 0.59930455 0.36068048] [ 0.60954757 0.49834165 0.65367563 0.44872426 0.4818761 ] [ 0.76078575 0.48335198 0.32742384 0.3522395 0.26455403] [ 0.51356867 0.48087776 0.55489818 0.4994615 0.59838935] [ 0.6725606 0.49639589 0.62636487 0.37740752 0.36550121] [ 0.62397129 0.4392171 0.61558338 0.53421313 0.34540346] [ 0.57522277 0.47394489 0.58478987 0.70240067 0.43025615] [ 0.64249694 0.46192564 0.54531929 0.54233469 0.44202246] [ 0.36338599 0.62087129 0.42449099 0.59143429 0.55694193] [ 0.42188522 0.50408304 0.53635261 0.75389051 0.46158402] [ 0.11628939 0.66985534 0.34914889 0.8806122 0.37052367] [ 0.70375832 0.58425746 0.45061909 0.34346087 0.38876053] [ 0.78835838 0.39323171 0.66183036 0.15462034 0.49045961] [ 0.55668591 0.51872197 0.62414595 0.47030082 0.4641359 ] [ 0.69367838 0.50709489 0.59258146 0.38799912 0.45913436] [ 0.44344639 0.43044207 0.50948832 0.68355152 0.30897423] [ 0.48025687 0.4354985 0.52267147 0.43225791 0.63689636] [ 0.69361841 0.46671198 0.41631548 0.43016882 0.47402069] [ 0.23264998 0.47676726 0.44560115 0.8347694 0.46089506] [ 0.79230372 0.31290442 0.61194295 0.23987027 0.42325798] [ 0.25744494 0.53906949 0.40779577 0.63266191 0.57036948] [ 0.61907386 0.56788571 0.37503696 0.45731864 0.35294865] [ 0.1728701 0.5602557 0.51643899 0.88175362 0.48928482] [ 0.646524 0.52255944 0.48786458 0.25727848 0.45875019] [ 0.45449131 0.49676973 0.48898147 0.73213721 0.44197772] [ 0.35441675 0.38223584 0.42326325 0.79988937 0.39601837] [ 0.39268046 0.58777965 0.43880029 0.82442254 0.54102212] Progress: 17.7% ... Training loss: 0.665 ... Validation loss: 1.165[ 0.76893219 0.31372112 0.51423948 0.31778848 0.39037865] [ 0.42388043 0.66235625 0.34318477 0.67923507 0.37617558] [ 0.49391456 0.53904559 0.44260655 0.67523205 0.60572936] [ 0.48182591 0.53334113 0.44527316 0.4221262 0.39912776] [ 0.20570172 0.60477004 0.48946508 0.8313926 0.60246539] [ 0.58566614 0.46252197 0.58318232 0.32790961 0.479769 ] [ 0.33676376 0.56292366 0.54597334 0.72922212 0.59111443] [ 0.47790666 0.45953751 0.46120748 0.58701197 0.37337697] [ 0.52918964 0.466153 0.57501138 0.68068741 0.42325871] [ 0.7538546 0.52920703 0.44160073 0.32896921 0.28462488] [ 0.38439513 0.64764022 0.42975645 0.58148886 0.56893804] [ 0.56476032 0.51413413 0.39327196 0.47838297 0.34887577] [ 0.67444403 0.42487634 0.62774717 0.23771201 0.52051972] [ 0.61505123 0.49505915 0.46541164 0.42265269 0.44939718] [ 0.37567582 0.43095885 0.53475597 0.73279368 0.33003328] [ 0.466511 0.48034964 0.39756972 0.68675993 0.41082103] [ 0.25899788 0.54677022 0.4929692 0.75027265 0.52750981] [ 0.39993445 0.46540685 0.51698885 0.69817315 0.31628665] [ 0.53092241 0.47465962 0.40635572 0.40343367 0.41969078] [ 0.63614501 0.43758764 0.46786525 0.35089565 0.53560321] [ 0.84908638 0.38010045 0.44104026 0.13428058 0.30180005] [ 0.26216235 0.44980988 0.46704805 0.77592121 0.56704121] [ 0.47982268 0.61970962 0.58340296 0.51674299 0.4224214 ] [ 0.62630203 0.5451573 0.52464243 0.54699613 0.40495852] [ 0.80640323 0.22349159 0.56751759 0.3232314 0.42349073] [ 0.83984304 0.34752218 0.45289772 0.18011824 0.27175385] [ 0.14309819 0.68643584 0.35632687 0.86582684 0.51209468] [ 0.52573304 0.53285791 0.37073065 0.71743315 0.44223854] [ 0.74117006 0.47194859 0.49514996 0.2937627 0.50129446] [ 0.29583792 0.44119333 0.48538979 0.78236967 0.34124723] [ 0.61721821 0.37726656 0.6033971 0.47650318 0.41928259] [ 0.17204653 0.57151451 0.47937587 0.5534528 0.63905757] [ 0.47023016 0.57701423 0.49859262 0.55606148 0.47418222] [ 0.81112718 0.32345681 0.56826194 0.16888081 0.3852761 ] [ 0.4741687 0.34496461 0.39414801 0.70195885 0.33215485] [ 0.33363713 0.48778333 0.40869092 0.79568203 0.45284395] [ 0.30571289 0.59474849 0.45658922 0.55478053 0.48972705] [ 0.1441205 0.60396124 0.54840153 0.85364089 0.5504062 ] [ 0.46082851 0.41028783 0.47285642 0.60320175 0.34631743] [ 0.29315346 0.44034315 0.50826537 0.72946692 0.42160236] [ 0.34124254 0.56488606 0.47227961 0.71405681 0.42189428] [ 0.45793848 0.69843936 0.37326182 0.73988379 0.43082761] [ 0.27302341 0.62637874 0.42900954 0.72837778 0.47734557] [ 0.6079721 0.43535376 0.53470458 0.44394684 0.54993677] [ 0.63963648 0.39025482 0.59724176 0.35247354 0.51309143] [ 0.81004998 0.42707617 0.52804921 0.35696032 0.27673365] [ 0.39407638 0.55612977 0.48898936 0.61067624 0.39362314] [ 0.1283916 0.56900613 0.47492171 0.93333495 0.60327104] [ 0.66715056 0.48604816 0.37490832 0.37970132 0.37352493] [ 0.31262118 0.40145419 0.47953755 0.81278196 0.4819541 ] [ 0.51880234 0.63159975 0.40877902 0.66987648 0.3995619 ] [ 0.258322 0.59869612 0.45478392 0.81439484 0.52822452] [ 0.54595919 0.57640714 0.47950278 0.47369095 0.49959745] [ 0.59284337 0.51398971 0.51688236 0.50174761 0.41853107] [ 0.74105482 0.54327637 0.63625557 0.47254082 0.34517956] [ 0.8144025 0.46614027 0.4352948 0.32429533 0.27545495] [ 0.62383936 0.36912526 0.45404552 0.47635631 0.4794976 ] [ 0.46508443 0.36265462 0.66783366 0.66740059 0.46108144] [ 0.56428262 0.56543754 0.48862279 0.54510532 0.4045496 ] [ 0.17341961 0.42542201 0.54028808 0.84949932 0.53531089] [ 0.42509925 0.51987559 0.53441867 0.77097186 0.47277523] [ 0.62383936 0.36912526 0.45404552 0.47635631 0.4794976 ] [ 0.2992099 0.59645556 0.34365622 0.67725559 0.46133896] [ 0.14893348 0.65530139 0.46293804 0.92973184 0.56757562] [ 0.76471115 0.52531327 0.60645942 0.47134279 0.30221582] [ 0.58502837 0.48365039 0.46485427 0.46017661 0.40832686] [ 0.75714693 0.43009713 0.61673762 0.275978 0.47229777] [ 0.31061522 0.51322033 0.6180455 0.76591604 0.48818744] [ 0.33930417 0.52938752 0.52849169 0.77907262 0.44062544] [ 0.56318339 0.40383045 0.57442306 0.55835371 0.50389361] [ 0.81555971 0.42265709 0.55642247 0.28752175 0.35866367] [ 0.47741931 0.51640045 0.63904075 0.7308471 0.4481339 ] [ 0.1937154 0.54893175 0.41192713 0.63510047 0.41963846] [ 0.58963358 0.52753873 0.52141424 0.44822146 0.30181273] [ 0.18599632 0.6284359 0.41815367 0.82083417 0.4091224 ] [ 0.75347232 0.40858282 0.43052804 0.30488788 0.30027284] [ 0.63852326 0.59396335 0.64101055 0.44741597 0.44548631] [ 0.39990043 0.52952537 0.46247963 0.75733363 0.36994962] [ 0.78553489 0.33166944 0.543076 0.27983445 0.42041478] [ 0.51811178 0.39174749 0.59985817 0.43895179 0.53163816] [ 0.66561617 0.47411527 0.53070892 0.30921543 0.36103348] [ 0.60204843 0.56878642 0.55774626 0.52390517 0.46609687] [ 0.6164257 0.46359304 0.58709065 0.4102713 0.50607871] [ 0.75250589 0.44709837 0.5254936 0.41226937 0.45472117] [ 0.4631613 0.44364644 0.52590239 0.72065533 0.35708941] [ 0.68145718 0.48463938 0.55776522 0.48650423 0.40499286] [ 0.40087039 0.49303426 0.54771773 0.79906303 0.46433216] [ 0.54553465 0.50612014 0.40881205 0.51815997 0.37163019] [ 0.79626225 0.51742908 0.58990441 0.26336681 0.49255617] [ 0.37751274 0.4848274 0.54559389 0.65634592 0.44737287] [ 0.2670431 0.59216006 0.56183768 0.80346289 0.56607481] [ 0.54023911 0.4414263 0.4549441 0.67647231 0.35136326] [ 0.29049083 0.63298016 0.43835659 0.76754488 0.44621308] [ 0.59709688 0.41581709 0.60285074 0.61510341 0.37594967] [ 0.83772763 0.38965151 0.51390303 0.14870622 0.25688602] [ 0.80953117 0.3486894 0.57061986 0.14805524 0.4626817 ] [ 0.90192314 0.37399394 0.60919693 0.14485528 0.4645378 ] [ 0.71630535 0.42398383 0.50541971 0.41352416 0.39485792] [ 0.76417162 0.54729689 0.30657546 0.53638271 0.34129345] [ 0.51918911 0.40731564 0.6537242 0.71782322 0.42872912] [ 0.39145807 0.58398998 0.57957912 0.53849929 0.38845025] [ 0.42039574 0.41987183 0.42701747 0.78550907 0.34716556] [ 0.29581711 0.60759762 0.39386218 0.71962298 0.50750422] [ 0.15029756 0.58412592 0.48725658 0.85130391 0.50107007] [ 0.55376676 0.51007128 0.37864841 0.38014745 0.37213029] [ 0.42943683 0.51563346 0.58246219 0.43318313 0.46264315] [ 0.19756921 0.4291102 0.38750778 0.84639537 0.52157812] [ 0.67075357 0.45106436 0.59974654 0.45124043 0.45303072] [ 0.53667528 0.66849896 0.31998859 0.68728059 0.53147093] [ 0.51287031 0.47188242 0.50998463 0.4213348 0.49086407] [ 0.61747704 0.40901416 0.39630098 0.47873725 0.61021541] [ 0.82714417 0.40737719 0.56669623 0.16375309 0.3587878 ] [ 0.50503243 0.49248987 0.43743049 0.70629715 0.31403973] [ 0.29100766 0.58248969 0.40920204 0.70886981 0.49899578] [ 0.82492604 0.39529214 0.59431615 0.17584618 0.51333833] [ 0.37749297 0.64743417 0.37919151 0.73493317 0.34287795] [ 0.28722511 0.55110142 0.37276606 0.65345508 0.5259451 ] [ 0.58371353 0.48047205 0.48870255 0.59026626 0.36044881] [ 0.76691355 0.4057868 0.56973501 0.37652538 0.42544577] [ 0.27359433 0.75714501 0.40869631 0.72404699 0.50466323] [ 0.75840429 0.36522808 0.54808033 0.21722985 0.47068258] [ 0.83155756 0.40897177 0.51332327 0.3110441 0.36218047] [ 0.55946759 0.56136225 0.3545782 0.68459693 0.54094963] [ 0.32859115 0.47099751 0.52606733 0.58898793 0.50613831] [ 0.83435361 0.41201843 0.40526238 0.1662019 0.33587772] [ 0.14278825 0.53997174 0.50926077 0.87041002 0.45058108] [ 0.22262407 0.62966998 0.44055011 0.55378033 0.55331141] [ 0.61674234 0.51588305 0.43441643 0.56832533 0.45690122] Progress: 17.8% ... Training loss: 0.664 ... Validation loss: 1.160[ 0.31471923 0.51493482 0.49568873 0.79233966 0.44750118] [ 0.70193318 0.40193936 0.54969806 0.49905698 0.43239245] [ 0.12409203 0.58518477 0.58797349 0.88946143 0.69909336] [ 0.68579548 0.48803141 0.60688973 0.43656341 0.48694314] [ 0.73859074 0.31191735 0.64371332 0.25075173 0.34954402] [ 0.6782136 0.47793579 0.47558475 0.45187961 0.36607504] [ 0.65932911 0.52299439 0.45034942 0.3049646 0.43358086] [ 0.33674952 0.50241119 0.45362691 0.58817786 0.61976306] [ 0.76163728 0.39836803 0.5132103 0.25280254 0.45763396] [ 0.56253681 0.36967392 0.42424461 0.48521279 0.33805567] [ 0.78953789 0.37791563 0.47937998 0.1490854 0.42905709] [ 0.24774114 0.53645683 0.42324606 0.75838498 0.70811723] [ 0.35341063 0.683793 0.49708658 0.70828367 0.5287937 ] [ 0.27912019 0.54377609 0.50201543 0.68775267 0.61881689] [ 0.4901883 0.47967892 0.42106808 0.35626087 0.37168852] [ 0.42800816 0.44531315 0.35285923 0.64829828 0.47754672] [ 0.35239762 0.52164105 0.48132452 0.64453949 0.51318271] [ 0.21249033 0.49324812 0.52954658 0.91865453 0.55590462] [ 0.61828178 0.47795767 0.36707842 0.57770865 0.36885872] [ 0.85528092 0.38193868 0.51086669 0.24207689 0.42414062] [ 0.91224753 0.42303314 0.48288149 0.17806162 0.39991395] [ 0.42997069 0.60480217 0.40272053 0.49198519 0.58454646] [ 0.26188767 0.56499432 0.52185832 0.77309506 0.51129304] [ 0.38663641 0.4893646 0.50746105 0.53981066 0.42273738] [ 0.41740042 0.54209281 0.40453283 0.59426888 0.61062471] [ 0.79322353 0.35902847 0.63247156 0.1901606 0.38907964] [ 0.38500393 0.52330298 0.56601502 0.75982603 0.4043697 ] [ 0.54566248 0.43886399 0.55954458 0.38419903 0.60798741] [ 0.6838435 0.40152053 0.46799594 0.48049082 0.36102857] [ 0.71410033 0.39005237 0.52301227 0.37162695 0.30961713] [ 0.61500452 0.3859973 0.51649606 0.28765797 0.55067766] [ 0.26271767 0.58172723 0.38278662 0.71900986 0.4884243 ] [ 0.5908504 0.58420415 0.49256315 0.57946371 0.54409756] [ 0.75643298 0.41560666 0.53680837 0.19736626 0.4642019 ] [ 0.2195545 0.67486864 0.54348405 0.80449002 0.55489602] [ 0.30378388 0.44220154 0.41548466 0.81831221 0.50004001] [ 0.40207284 0.67307668 0.33040022 0.69614842 0.45708109] [ 0.58917901 0.45278755 0.44875641 0.41101661 0.28561668] [ 0.55889273 0.51252435 0.57698255 0.51882178 0.44440613] [ 0.19168575 0.50388997 0.5348159 0.85206541 0.54394665] [ 0.68444745 0.40466603 0.55113372 0.29062614 0.46140179] [ 0.16455911 0.62459933 0.46806193 0.84071742 0.50362118] [ 0.58873293 0.47504949 0.57901294 0.36228345 0.4485119 ] [ 0.58247725 0.48799654 0.37382681 0.53523887 0.37155338] [ 0.51123155 0.37778533 0.62648323 0.62433064 0.46002756] [ 0.78483416 0.43408409 0.55961608 0.34738496 0.45728225] [ 0.60008536 0.52148722 0.40338516 0.44562688 0.45424191] [ 0.74916585 0.48412273 0.48377485 0.19874032 0.41845326] [ 0.26416726 0.4329151 0.5158319 0.83376211 0.58678539] [ 0.66904697 0.57174939 0.50232046 0.52676527 0.33491691] [ 0.20296077 0.62289744 0.54893669 0.69928263 0.59858112] [ 0.8913762 0.40732831 0.49861144 0.1696378 0.26182315] [ 0.73008751 0.4725972 0.47293725 0.28464802 0.39253322] [ 0.08973024 0.61126469 0.44678938 0.91627574 0.52670832] [ 0.45819027 0.57015643 0.51095951 0.79426876 0.39264354] [ 0.48705082 0.42181965 0.45639538 0.66170373 0.37952196] [ 0.26797955 0.60048578 0.37424736 0.84713406 0.46849687] [ 0.87207496 0.45866528 0.5106918 0.18006463 0.29543768] [ 0.55313846 0.39269197 0.57195257 0.65353688 0.32947268] [ 0.54179192 0.57670515 0.55127838 0.55586097 0.35712347] [ 0.20763 0.59719857 0.51023545 0.88199845 0.56093941] [ 0.40913884 0.5141387 0.40852797 0.7646354 0.36186671] [ 0.66126303 0.46405172 0.54604049 0.57586463 0.5345367 ] [ 0.28462112 0.5723953 0.50304529 0.70895493 0.58169687] [ 0.51288204 0.48120082 0.55476282 0.49974995 0.59853106] [ 0.7025336 0.38830147 0.5022995 0.3434333 0.47572933] [ 0.42469447 0.63416319 0.26472615 0.61522305 0.39813825] [ 0.83046627 0.41001768 0.53167457 0.28531989 0.42922897] [ 0.45828757 0.3954308 0.44684008 0.53782284 0.43226134] [ 0.28338575 0.60299355 0.44123088 0.88760919 0.59141441] [ 0.66535271 0.44694903 0.52128253 0.5074271 0.38614857] [ 0.52865663 0.41318435 0.50932483 0.36265647 0.60207912] [ 0.53966705 0.59609999 0.39905421 0.49149532 0.35186325] [ 0.13180969 0.57106618 0.48354109 0.86473054 0.59654336] [ 0.79141354 0.36361184 0.46588848 0.16384196 0.2874042 ] [ 0.5775415 0.54166103 0.54360296 0.41769862 0.41469377] [ 0.5239392 0.57925383 0.67083341 0.55408154 0.49064784] [ 0.28628821 0.47886731 0.41797845 0.88289355 0.58017324] [ 0.84607748 0.30098102 0.52730313 0.18567831 0.45660329] [ 0.77148738 0.48475681 0.46158245 0.31528235 0.51367491] [ 0.17279018 0.42602236 0.54005673 0.84983763 0.53557181] [ 0.51085542 0.48770688 0.39753114 0.48758497 0.43048325] [ 0.41653809 0.47317236 0.50846505 0.56699666 0.38848974] [ 0.73266735 0.43113289 0.53228762 0.42033873 0.40691049] [ 0.36192084 0.45432358 0.52582745 0.7708419 0.46402116] [ 0.49977816 0.46082387 0.44942511 0.65240735 0.32756493] [ 0.48543487 0.44349109 0.47853082 0.62975771 0.4969754 ] [ 0.25700492 0.51317969 0.50015318 0.84217307 0.48663148] [ 0.16409631 0.62207618 0.45869144 0.88208525 0.435622 ] [ 0.67727435 0.35729216 0.5327165 0.28431274 0.50594606] [ 0.25332598 0.57936762 0.54801765 0.77949058 0.54339079] [ 0.48168595 0.4182668 0.38871703 0.65295319 0.33857962] [ 0.56145782 0.50147361 0.58355196 0.5477396 0.39211649] [ 0.7839927 0.33471372 0.48149954 0.2124118 0.3951101 ] [ 0.7331348 0.43262898 0.38056616 0.34682999 0.31352102] [ 0.3901125 0.54895017 0.45138132 0.73223225 0.61839791] [ 0.61702756 0.44513954 0.55467756 0.36089679 0.38546631] [ 0.58790484 0.43128728 0.49209815 0.48187227 0.57282512] [ 0.71847199 0.35791384 0.58564559 0.32802539 0.47386086] [ 0.26637045 0.36285068 0.43728741 0.73250176 0.61459083] [ 0.6336612 0.37350354 0.44402919 0.60229653 0.46402181] [ 0.49815189 0.49255179 0.37043835 0.64817357 0.35120645] [ 0.30652887 0.5501828 0.32825709 0.80694374 0.44545301] [ 0.53982743 0.52182976 0.39649667 0.5593018 0.41936868] [ 0.6197292 0.56758994 0.52801103 0.50915675 0.43707539] [ 0.78752437 0.35329197 0.57414385 0.2470389 0.36321052] [ 0.42723497 0.48658509 0.56642151 0.74773257 0.48838038] [ 0.80119425 0.41808903 0.62180842 0.1475864 0.45297821] [ 0.55079557 0.48002857 0.42967275 0.60279043 0.37837905] [ 0.7190958 0.42264093 0.59894696 0.4206522 0.42295818] [ 0.41180948 0.64851463 0.35276543 0.6733968 0.32552824] [ 0.64070031 0.49931776 0.44795085 0.48335656 0.33567256] [ 0.30976924 0.54127212 0.55510451 0.71548081 0.49590586] [ 0.22164511 0.60036488 0.57153631 0.83480083 0.56071323] [ 0.22040502 0.48699815 0.47646117 0.74264871 0.44337188] [ 0.13058673 0.50228373 0.43596348 0.89365939 0.605766 ] [ 0.43627449 0.47288694 0.43415838 0.76601509 0.52593466] [ 0.62085727 0.45391167 0.54894222 0.33202515 0.41508936] [ 0.53926159 0.45204458 0.59338651 0.64859271 0.33538662] [ 0.75398055 0.56435647 0.47856573 0.38999331 0.4924855 ] [ 0.5975358 0.3926126 0.44296492 0.56342218 0.54632832] [ 0.7688016 0.46586243 0.53164149 0.29927181 0.49360787] [ 0.46728472 0.42091496 0.58661465 0.67536832 0.41201956] [ 0.76726834 0.47417238 0.53738294 0.36922992 0.41800287] [ 0.41472495 0.51747403 0.57439603 0.68252119 0.58314054] [ 0.46962738 0.60666544 0.43344177 0.79081563 0.46355417] [ 0.38819079 0.5603147 0.57480595 0.38695884 0.62642538] [ 0.27647497 0.48547058 0.60992809 0.72129091 0.51087752] Progress: 17.8% ... Training loss: 0.664 ... Validation loss: 1.158[ 0.50483825 0.59040092 0.32737752 0.4406079 0.32325126] [ 0.36848862 0.6973644 0.4144209 0.70374304 0.44516394] [ 0.22760401 0.61785566 0.35611683 0.68535812 0.47102541] [ 0.54422413 0.63477437 0.45366042 0.67947028 0.4198085 ] [ 0.58826412 0.45316134 0.44861622 0.41156316 0.28572703] [ 0.40967607 0.53991926 0.36490605 0.57373979 0.42265889] [ 0.26947651 0.54509913 0.34919113 0.73776303 0.41621557] [ 0.63476153 0.32894353 0.50401042 0.31318203 0.54884318] [ 0.26212038 0.45826781 0.51719663 0.83049274 0.42190753] [ 0.5014026 0.61101296 0.46093428 0.58677627 0.53305213] [ 0.80360448 0.4003488 0.57380475 0.20293997 0.40365624] [ 0.07173415 0.59333343 0.47392296 0.92154233 0.56043533] [ 0.59016052 0.36152482 0.56769215 0.49971209 0.40957963] [ 0.54864567 0.42326073 0.54226202 0.55888456 0.50572404] [ 0.53411559 0.45697741 0.39016888 0.41006826 0.39497381] [ 0.29102654 0.64686149 0.41415949 0.61968475 0.59758423] [ 0.69563659 0.41935201 0.57781756 0.31322728 0.39839275] [ 0.6184801 0.46746904 0.46608339 0.37716428 0.4668012 ] [ 0.80816378 0.31099985 0.62996166 0.28604509 0.36920707] [ 0.78549083 0.57435828 0.49899404 0.35595094 0.46157345] [ 0.81786947 0.39228797 0.45898544 0.2534327 0.33367493] [ 0.61903156 0.43340101 0.53545088 0.31378689 0.41545488] [ 0.62185885 0.57088187 0.4783657 0.5578491 0.52323263] [ 0.35069676 0.51443904 0.58005302 0.65484001 0.55745425] [ 0.07449052 0.57775291 0.39514556 0.91067418 0.47173818] [ 0.50164956 0.43853765 0.59772508 0.67319229 0.4517672 ] [ 0.60759384 0.58098249 0.53140687 0.48782169 0.42772834] [ 0.52585267 0.55593229 0.39595468 0.57827204 0.4238094 ] [ 0.55422666 0.45235472 0.48957464 0.41022648 0.42696757] [ 0.61891227 0.48360866 0.66810404 0.2748491 0.55554172] [ 0.21937924 0.57264342 0.55346255 0.79685106 0.4658159 ] [ 0.56472957 0.48784286 0.54905739 0.73617761 0.40280356] [ 0.26670931 0.64968367 0.46940935 0.81567803 0.53877819] [ 0.42267775 0.48886624 0.5231926 0.56417886 0.41114534] [ 0.55399824 0.56209412 0.41285399 0.65721794 0.34269876] [ 0.5730175 0.33962719 0.52195967 0.65027308 0.31518318] [ 0.21936619 0.67503452 0.54340898 0.80459919 0.55497724] [ 0.25765006 0.47484274 0.50182963 0.71958333 0.64914095] [ 0.40522622 0.40710703 0.47102865 0.58026519 0.60310189] [ 0.82656848 0.30840979 0.50772158 0.15426817 0.34035264] [ 0.49334345 0.39768439 0.5804581 0.69879779 0.30565402] [ 0.26552197 0.36328873 0.43710833 0.73298177 0.61477461] [ 0.63267677 0.66459728 0.49905766 0.50130664 0.49956474] [ 0.55547903 0.5506631 0.52050433 0.49900648 0.38585824] [ 0.47829549 0.44176255 0.5290628 0.47854274 0.58016617] [ 0.54735771 0.47948901 0.47520317 0.38867626 0.55446273] [ 0.33101321 0.40108874 0.59386174 0.70893562 0.5157354 ] [ 0.72799324 0.30683553 0.47915281 0.35657632 0.45021042] [ 0.46473545 0.54259066 0.43580815 0.51707451 0.32663724] [ 0.3078267 0.41893213 0.58600294 0.80360904 0.53950087] [ 0.1551889 0.4828098 0.45239299 0.87911441 0.48565545] [ 0.54757699 0.59825151 0.36939252 0.54686387 0.35117386] [ 0.59611196 0.47755912 0.45739333 0.46768369 0.44532439] [ 0.82154509 0.48077701 0.52367869 0.39491004 0.40129282] [ 0.23490447 0.71811605 0.24286445 0.85992693 0.42970876] [ 0.25634608 0.49926449 0.53389722 0.8016483 0.52546528] [ 0.83239541 0.46246432 0.45616705 0.27696183 0.36495064] [ 0.81236738 0.39193688 0.4118542 0.35043155 0.39984064] [ 0.76535614 0.42566684 0.43564565 0.37302885 0.34690232] [ 0.83855379 0.39579882 0.51323726 0.2449353 0.39972239] [ 0.34762632 0.49875387 0.63012563 0.50208116 0.47065974] [ 0.82784857 0.3986612 0.53919039 0.29126771 0.44690874] [ 0.21602175 0.48822828 0.45876501 0.59049209 0.55227683] [ 0.68155545 0.46150897 0.40099835 0.3579252 0.31539251] [ 0.70922934 0.41814666 0.32919081 0.4301468 0.33222433] [ 0.43309713 0.37888756 0.51997117 0.64999196 0.37728534] [ 0.75408988 0.26240761 0.63442661 0.24923251 0.35016036] [ 0.81621681 0.53764348 0.53248579 0.32422515 0.38075193] [ 0.52608168 0.4841939 0.48738449 0.6343634 0.43440176] [ 0.61196973 0.42052728 0.58237726 0.33623127 0.48095156] [ 0.64456978 0.38580617 0.60306924 0.26428581 0.59140073] [ 0.51451592 0.42840823 0.53608671 0.72056114 0.47112184] [ 0.56613281 0.4959758 0.53353276 0.442497 0.34135223] [ 0.14315002 0.7134575 0.38766972 0.82239774 0.59906253] [ 0.38164259 0.58241727 0.64184606 0.62261234 0.43763525] [ 0.39352768 0.56521724 0.46746993 0.53090224 0.65467731] [ 0.71534755 0.40418586 0.48185973 0.47214914 0.46204257] [ 0.35884044 0.5421592 0.48216519 0.52942488 0.65185548] [ 0.1275937 0.61346921 0.44576707 0.84365563 0.40640827] [ 0.21075441 0.65101949 0.49306347 0.77127623 0.50766316] [ 0.5112519 0.61212156 0.32694309 0.68389855 0.47758805] [ 0.30730715 0.64457719 0.35495142 0.81398773 0.36119354] [ 0.72903645 0.34147627 0.46119224 0.18999501 0.39018164] [ 0.24122611 0.40788746 0.45283529 0.77434043 0.49191738] [ 0.13349402 0.55847791 0.44258775 0.88248561 0.49516945] [ 0.63634245 0.53743257 0.54230859 0.48710008 0.52521167] [ 0.45412868 0.44275968 0.64812987 0.708427 0.46254009] [ 0.41140531 0.66946664 0.54606453 0.7493999 0.4963086 ] [ 0.6329364 0.56232396 0.41775625 0.5935642 0.36797329] [ 0.66338273 0.40974336 0.5748597 0.42484324 0.53809987] [ 0.26968621 0.46487249 0.5006607 0.59028396 0.56871041] [ 0.51293939 0.41424803 0.47705038 0.53786367 0.48338452] [ 0.54521232 0.45314233 0.43916826 0.46468762 0.52847369] [ 0.17535612 0.53632469 0.56397467 0.82508916 0.56819138] [ 0.73028044 0.35200212 0.71863022 0.22106018 0.48092881] [ 0.73304213 0.33639445 0.42571991 0.33076019 0.36462219] [ 0.85784402 0.45367987 0.57572617 0.20361844 0.38131845] [ 0.52134153 0.6564523 0.29813703 0.64532165 0.2411901 ] [ 0.63262909 0.63032289 0.41392738 0.47795879 0.494707 ] [ 0.44579054 0.48904416 0.46126885 0.67609711 0.35699422] [ 0.68946168 0.556436 0.51226021 0.3239901 0.50139045] [ 0.21724337 0.6816683 0.44055826 0.8049854 0.41095872] [ 0.15237554 0.47099704 0.47270707 0.90204946 0.53477257] [ 0.11313481 0.66778375 0.44889363 0.79837034 0.52911213] [ 0.72021931 0.35191879 0.64518394 0.21879023 0.41861757] [ 0.21241238 0.61047481 0.52979682 0.82673405 0.61389109] [ 0.34168693 0.61548522 0.42308327 0.68587796 0.42543633] [ 0.47542826 0.54674723 0.39172517 0.67195307 0.23993853] [ 0.33686685 0.54688372 0.46598123 0.68951185 0.3967636 ] [ 0.42910858 0.52647522 0.50179812 0.49169224 0.55160822] [ 0.62913929 0.32053661 0.56637304 0.31019151 0.42440026] [ 0.8814636 0.35917063 0.53592074 0.17733525 0.32830299] [ 0.61399207 0.64893317 0.50843796 0.5484381 0.40907154] [ 0.71433081 0.50851658 0.32833738 0.54247776 0.36673619] [ 0.62281697 0.70313875 0.47171081 0.62400773 0.39598604] [ 0.29456909 0.54615462 0.30717228 0.7335926 0.5881821 ] [ 0.58971307 0.37799403 0.51047519 0.35003655 0.41812152] [ 0.42533702 0.66438523 0.2630834 0.82875781 0.44485364] [ 0.63929979 0.41190418 0.48513945 0.23594919 0.38226221] [ 0.51086158 0.54940924 0.364621 0.5639117 0.50454582] [ 0.55128901 0.59930467 0.27088179 0.5416273 0.36745926] [ 0.13962595 0.54162591 0.53881543 0.89227502 0.52783745] [ 0.30869032 0.53899959 0.4293009 0.86356757 0.43935868] [ 0.48114048 0.43684928 0.5817789 0.58548228 0.50142713] [ 0.11916172 0.60611542 0.53958321 0.80155753 0.59531456] [ 0.40437453 0.44012981 0.61880459 0.71509888 0.48530339] [ 0.32102837 0.55607932 0.46057767 0.71811516 0.49340128] [ 0.69549821 0.55293137 0.57348039 0.41075549 0.46323926] Progress: 17.9% ... Training loss: 0.664 ... Validation loss: 1.155[ 0.68910862 0.38002565 0.50854734 0.3549321 0.42732134] [ 0.16873088 0.55199127 0.62932166 0.82778826 0.61180044] [ 0.60577676 0.53331369 0.52095426 0.44649155 0.48438775] [ 0.17541089 0.55296218 0.58208162 0.8913838 0.58104074] [ 0.55939542 0.30699091 0.47387843 0.6681819 0.29512273] [ 0.60169115 0.32463573 0.60390429 0.39263034 0.51252517] [ 0.39267424 0.39768024 0.54829482 0.59716525 0.42558683] [ 0.34572093 0.39832305 0.61214082 0.4867023 0.45762854] [ 0.45444445 0.44273415 0.64813805 0.70829806 0.4625269 ] [ 0.70439684 0.51205331 0.43303327 0.52075436 0.37432784] [ 0.72236489 0.62531105 0.58103787 0.50657444 0.47876253] [ 0.39559616 0.48504106 0.5774248 0.66558447 0.42091221] [ 0.51715204 0.42373797 0.66595111 0.6263173 0.35025338] [ 0.55822914 0.47442997 0.51160377 0.43427116 0.46434769] [ 0.74755016 0.48083333 0.54017632 0.24686387 0.36834992] [ 0.18797713 0.64229384 0.46962959 0.82162103 0.48107491] [ 0.82275912 0.37089784 0.57665186 0.24980665 0.45647282] [ 0.85121269 0.39469406 0.56519552 0.16848464 0.31855912] [ 0.71942185 0.39900753 0.64536996 0.34431239 0.40579859] [ 0.28927268 0.46232444 0.58525622 0.59217846 0.56610151] [ 0.65199618 0.45723064 0.4812113 0.47564209 0.51807087] [ 0.80766481 0.35662849 0.39349072 0.29558424 0.26622575] [ 0.4041267 0.50812169 0.61937404 0.63605352 0.54579657] [ 0.4206493 0.42858702 0.53983822 0.65816361 0.36202285] [ 0.66330567 0.40979784 0.574836 0.4249159 0.53811795] [ 0.34214956 0.55997696 0.35739894 0.77720967 0.4457554 ] [ 0.17702024 0.53259083 0.59760296 0.79216525 0.50522821] [ 0.83509315 0.29743405 0.6112531 0.19768304 0.43154048] [ 0.50905873 0.50094254 0.53905293 0.57241379 0.43002995] [ 0.23875608 0.57160706 0.5403738 0.84295854 0.58157702] [ 0.20038568 0.54702718 0.49881543 0.8160221 0.43274916] [ 0.35277323 0.58215282 0.63779774 0.72083288 0.5974334 ] [ 0.45577369 0.55437447 0.51409501 0.63816354 0.51484618] [ 0.72256 0.52891964 0.43208855 0.23812157 0.33214698] [ 0.88573614 0.32669134 0.52146628 0.14869301 0.3925276 ] [ 0.38843459 0.58469012 0.46167443 0.61918625 0.44749476] [ 0.41903658 0.4896952 0.49647048 0.78929569 0.48603306] [ 0.60684265 0.28383999 0.59829994 0.59397508 0.4552074 ] [ 0.37615782 0.47764636 0.51664419 0.53538516 0.51902359] [ 0.60464379 0.35309131 0.57213891 0.34348041 0.42174144] [ 0.39695235 0.43771781 0.39514442 0.47912795 0.40279239] [ 0.71315316 0.47541597 0.44853874 0.37057081 0.30419739] [ 0.26461216 0.67121826 0.44910695 0.66043344 0.48049378] [ 0.47345593 0.60176792 0.41388029 0.79639635 0.37449779] [ 0.48069762 0.56109159 0.40296529 0.5460053 0.46282769] [ 0.61908763 0.56338829 0.55184854 0.55467963 0.39634353] [ 0.10211447 0.51499302 0.35977235 0.92798455 0.60571507] [ 0.41909966 0.63527042 0.50040032 0.58116354 0.38726727] [ 0.17437331 0.67605504 0.49744788 0.82560506 0.52941125] [ 0.12781558 0.58879184 0.51480671 0.89693083 0.55211976] [ 0.86944261 0.28810087 0.42783773 0.260349 0.33029445] [ 0.74508771 0.34735727 0.63205369 0.46984695 0.38552707] [ 0.35400602 0.61121814 0.57917426 0.70862891 0.59225442] [ 0.20331684 0.57437377 0.58146585 0.79614524 0.60435874] [ 0.83072262 0.49567522 0.41134881 0.41355869 0.29943556] [ 0.67237614 0.45569072 0.43907952 0.3481505 0.34905033] [ 0.7124958 0.32451604 0.50778637 0.26534439 0.5489975 ] [ 0.17761965 0.65977831 0.44940908 0.75795056 0.4493668 ] [ 0.50541376 0.46862673 0.3913401 0.42787683 0.50207808] [ 0.36941072 0.43318527 0.50222267 0.68147687 0.38774971] [ 0.21039992 0.65135368 0.49292185 0.77152054 0.5078158 ] [ 0.55803822 0.42534251 0.33443238 0.53057016 0.29159089] [ 0.0909629 0.58663508 0.42335671 0.91732972 0.49042208] [ 0.70311135 0.40977368 0.4980502 0.25611069 0.40994493] [ 0.44273959 0.56369216 0.58052045 0.67051265 0.37088721] [ 0.69803753 0.45737851 0.51388653 0.45364573 0.39141484] [ 0.72290967 0.51230554 0.51474877 0.48272896 0.4219986 ] [ 0.51179134 0.42764668 0.49639394 0.48604511 0.42757478] [ 0.5183714 0.40306069 0.63759198 0.74738239 0.39347156] [ 0.20657842 0.5282708 0.60745518 0.76044112 0.53593987] [ 0.2906278 0.61383591 0.34886822 0.73196886 0.43435241] [ 0.52057309 0.54999579 0.41041747 0.56392544 0.4574113 ] [ 0.59979692 0.39623651 0.46297619 0.36867692 0.52241218] [ 0.67740063 0.48904588 0.38195754 0.37626485 0.35847722] [ 0.36912045 0.41027763 0.59323183 0.54234095 0.64981888] [ 0.61212813 0.43818726 0.61038674 0.40680791 0.45377912] [ 0.171506 0.48588096 0.53208501 0.76644446 0.48519074] [ 0.67574511 0.42374396 0.54397733 0.31006825 0.50707459] [ 0.502272 0.3546176 0.55252898 0.59795088 0.56834162] [ 0.20489822 0.59286668 0.45155063 0.84249652 0.4544118 ] [ 0.48916902 0.51638651 0.52567151 0.44573544 0.62276355] [ 0.60966812 0.60349824 0.37734844 0.468127 0.32738744] [ 0.13913684 0.46791176 0.36884743 0.87812026 0.56382571] [ 0.69878831 0.38391198 0.47097862 0.40599872 0.52643648] [ 0.27306017 0.60484222 0.49222603 0.82762395 0.59150771] [ 0.11043692 0.56619201 0.44721809 0.89005991 0.42048878] [ 0.35409068 0.67595984 0.46738018 0.57625559 0.51906058] [ 0.8395821 0.54379145 0.45290819 0.29434225 0.42323046] [ 0.65787067 0.51557642 0.60133613 0.58286102 0.40942644] [ 0.39122909 0.5305787 0.46532467 0.518025 0.44834005] [ 0.41250004 0.39389061 0.5777405 0.69335852 0.47188632] [ 0.45731963 0.40017064 0.56065856 0.78516313 0.42528031] [ 0.39777017 0.62646511 0.40394162 0.77820383 0.3266631 ] [ 0.42624279 0.5337947 0.56667506 0.4556727 0.53704215] [ 0.86677474 0.40297046 0.48813678 0.17929776 0.36248687] [ 0.10834428 0.57163396 0.38530805 0.93371476 0.49910031] [ 0.32240705 0.55528142 0.4752036 0.66040043 0.57366878] [ 0.43737861 0.45116139 0.55257753 0.58563141 0.41281131] [ 0.82748298 0.47397888 0.41910167 0.48941234 0.39597977] [ 0.6680299 0.36649114 0.55411726 0.30249367 0.62140865] [ 0.56476779 0.40947619 0.51974341 0.45725214 0.40028152] [ 0.61962806 0.3664213 0.41513168 0.48227869 0.45967251] [ 0.79665293 0.4687794 0.362093 0.32146398 0.33204998] [ 0.82070353 0.37383079 0.61558248 0.32723589 0.41570634] [ 0.43204959 0.55431756 0.3854451 0.5189484 0.41270773] [ 0.79054227 0.36405266 0.46570821 0.16426498 0.28754066] [ 0.63440493 0.41157416 0.55829242 0.29239271 0.56819182] [ 0.24170271 0.53372643 0.44041552 0.7184543 0.65654128] [ 0.6818505 0.47464308 0.41902462 0.29570935 0.36903809] [ 0.28241936 0.57392951 0.27416462 0.88685626 0.50086887] [ 0.09069198 0.63349042 0.49303181 0.92793192 0.65075716] [ 0.55036426 0.41616791 0.55358801 0.6375683 0.26811779] [ 0.68079968 0.46019746 0.56485778 0.41980621 0.38577793] [ 0.42787803 0.41741894 0.47973413 0.62274847 0.43122812] [ 0.52641113 0.54000192 0.57135991 0.5550087 0.36190657] [ 0.59772485 0.51042454 0.5319233 0.31744586 0.4007172 ] [ 0.69849639 0.50717556 0.45462623 0.49371238 0.45536071] [ 0.53724529 0.39447027 0.44025236 0.53774676 0.32724678] [ 0.2897668 0.58194282 0.43620033 0.81976143 0.48586752] [ 0.47365437 0.41705009 0.44068613 0.77299991 0.37881577] [ 0.62867958 0.46797764 0.47521792 0.24232329 0.3811292 ] [ 0.35030097 0.53706358 0.43405733 0.7494547 0.58044777] [ 0.61012154 0.44188079 0.44254895 0.29781077 0.43745048] [ 0.2927094 0.57887163 0.52791377 0.72677945 0.61114688] [ 0.64950368 0.59269478 0.57123582 0.54716192 0.42433694] [ 0.13270949 0.67031557 0.30143804 0.90640692 0.46025063] [ 0.30882384 0.51871192 0.54127514 0.83058848 0.43053186] [ 0.44008479 0.5676385 0.46110382 0.54733628 0.4590484 ] Progress: 17.9% ... Training loss: 0.663 ... Validation loss: 1.157[ 0.554742 0.53561011 0.48156833 0.50967792 0.54975525] [ 0.25583956 0.39083372 0.62818536 0.64306378 0.51974132] [ 0.27425958 0.65828569 0.4774219 0.81060167 0.55337344] [ 0.66003949 0.48721936 0.52391401 0.30562784 0.38822355] [ 0.47569598 0.5155176 0.42411871 0.64524931 0.5788508 ] [ 0.15007397 0.57364572 0.46896785 0.82729492 0.60562241] [ 0.87286479 0.44148352 0.59107607 0.24173414 0.3466008 ] [ 0.73494659 0.42534354 0.57551495 0.38569884 0.42702394] [ 0.38876274 0.37683267 0.50953997 0.65987622 0.4272971 ] [ 0.62375637 0.44400686 0.48995319 0.36205393 0.4346589 ] [ 0.79762066 0.34357617 0.47618016 0.22921107 0.3816541 ] [ 0.09330226 0.66788523 0.52347148 0.94444294 0.63524906] [ 0.44948557 0.48619267 0.48589271 0.73683106 0.401611 ] [ 0.61734814 0.38579026 0.64960173 0.41514923 0.43326198] [ 0.55400766 0.40262912 0.35919446 0.46516896 0.42172262] [ 0.78163633 0.49543762 0.56551157 0.23716716 0.46029849] [ 0.40601109 0.43967958 0.61896373 0.71435366 0.48512724] [ 0.79324301 0.35888429 0.6325195 0.19012394 0.3890016 ] [ 0.62820339 0.51707713 0.49344686 0.43953905 0.39313958] [ 0.61009119 0.50130074 0.44301935 0.58208086 0.41600484] [ 0.554742 0.53561011 0.48156833 0.50967792 0.54975525] [ 0.45275655 0.44810826 0.49847877 0.62378618 0.43098396] [ 0.41365971 0.51506233 0.45175326 0.67550922 0.58438621] [ 0.19199651 0.68196811 0.42519536 0.79094463 0.53748307] [ 0.36719867 0.53967001 0.48860774 0.47252252 0.57832047] [ 0.61802569 0.55866085 0.58360601 0.60521765 0.43161704] [ 0.40333945 0.58664448 0.31158688 0.70699106 0.38265409] [ 0.76112576 0.3701996 0.51102481 0.2526272 0.34431517] [ 0.23783172 0.63854921 0.53245645 0.78837727 0.51417523] [ 0.90048313 0.3353721 0.29994423 0.23811558 0.25762156] [ 0.5293264 0.63129854 0.35884627 0.63849838 0.42474475] [ 0.54969135 0.31905987 0.47147527 0.55069634 0.37090454] [ 0.81751392 0.41254938 0.44491539 0.33306888 0.33508467] [ 0.50993395 0.54488899 0.43457901 0.35524858 0.59314798] [ 0.69682866 0.52855278 0.48727434 0.38586351 0.55442794] [ 0.42144793 0.51982599 0.34133507 0.72103721 0.48319918] [ 0.55786098 0.39159928 0.4044337 0.48967158 0.51199621] [ 0.27787833 0.63508476 0.4237786 0.63607926 0.55695726] [ 0.63461103 0.32412324 0.58768847 0.34254803 0.60239124] [ 0.30818144 0.51068095 0.58475308 0.8622341 0.44818925] [ 0.07793794 0.6351872 0.50501125 0.9549115 0.60938882] [ 0.87519408 0.38807028 0.59643479 0.14393828 0.3727223 ] [ 0.44793798 0.50761258 0.50699573 0.66220401 0.39718953] [ 0.64589418 0.41882559 0.37750037 0.3886618 0.45495628] [ 0.17681899 0.53856833 0.51234335 0.80940035 0.63143092] [ 0.69148832 0.40696627 0.53266136 0.41741983 0.43782102] [ 0.15684549 0.62955766 0.44272158 0.84601617 0.48747155] [ 0.24479267 0.50052907 0.55071545 0.75225881 0.38867831] [ 0.18902843 0.41191436 0.49350532 0.71090573 0.641168 ] [ 0.69297833 0.37805902 0.45188415 0.42563647 0.35906384] [ 0.42351686 0.58391454 0.50137725 0.56376382 0.5316148 ] [ 0.32287681 0.55053875 0.38911132 0.86793947 0.35788777] [ 0.8791095 0.34139427 0.47833094 0.17037458 0.29149475] [ 0.14281425 0.558594 0.51361303 0.84780039 0.52920175] [ 0.6490135 0.42906979 0.44367892 0.39746081 0.5032461 ] [ 0.44599172 0.50285763 0.47710148 0.44208714 0.44515781] [ 0.26963839 0.55455186 0.42424426 0.55181955 0.50337476] [ 0.30900045 0.57222298 0.53255271 0.85833261 0.56200549] [ 0.1085712 0.63885707 0.52417777 0.90695181 0.54068512] [ 0.7846323 0.43103818 0.51553784 0.27466364 0.40850392] [ 0.11717581 0.59092324 0.45461331 0.87633639 0.38902289] [ 0.73191462 0.44393401 0.50879385 0.18622587 0.44686145] [ 0.34950277 0.63302582 0.47359986 0.68412595 0.62923866] [ 0.19988086 0.56967199 0.55273612 0.7550375 0.55346784] [ 0.44246473 0.42172249 0.57062656 0.59244909 0.47282209] [ 0.73587982 0.47722167 0.49680936 0.19820746 0.42716293] [ 0.29422176 0.59962723 0.45785746 0.71615174 0.55481196] [ 0.65201543 0.45702114 0.37173798 0.36793271 0.43390335] [ 0.29159789 0.61640868 0.47194781 0.71746663 0.50341348] [ 0.33055212 0.5523079 0.46726536 0.5529679 0.44963017] [ 0.32512345 0.59151082 0.464437 0.61552205 0.37450189] [ 0.4984229 0.54487714 0.55912704 0.4626643 0.50546017] [ 0.55501467 0.38780834 0.4557694 0.40246578 0.35929633] [ 0.52273576 0.43330601 0.62692164 0.63766004 0.44096374] [ 0.62189244 0.42942467 0.56798331 0.46960967 0.52939337] [ 0.69131574 0.60713669 0.54414058 0.56034907 0.38478263] [ 0.79446652 0.40085799 0.55135109 0.37691382 0.34390228] [ 0.7957938 0.34694416 0.4931603 0.37785846 0.38347301] [ 0.52567539 0.48402815 0.56866543 0.64154142 0.42057967] [ 0.75019917 0.49551815 0.51080863 0.3030289 0.4430949 ] [ 0.87228118 0.40661364 0.52011852 0.18443893 0.36106394] [ 0.57697531 0.47348615 0.58495476 0.70169192 0.43006407] [ 0.72313176 0.28679932 0.52687561 0.30553264 0.4411208 ] [ 0.3353435 0.5573945 0.48421868 0.78927796 0.37783546] [ 0.80967519 0.55092599 0.53173387 0.42121909 0.36156561] [ 0.59013242 0.44984894 0.55958814 0.7039048 0.35922469] [ 0.59743169 0.39236244 0.6418735 0.59112098 0.32423663] [ 0.42402339 0.52195674 0.42650581 0.70919983 0.53684586] [ 0.43959397 0.46379053 0.51195326 0.54539839 0.42480762] [ 0.27512496 0.59887596 0.51112367 0.86278473 0.56549037] [ 0.49021337 0.44745087 0.42593036 0.50092936 0.38710009] [ 0.30859598 0.54223018 0.55474518 0.71620265 0.49629859] [ 0.52049118 0.45217991 0.55216843 0.72687362 0.3988043 ] [ 0.61817224 0.40419271 0.41332886 0.51759428 0.41440366] [ 0.34001056 0.62230115 0.36099323 0.70406252 0.5025097 ] [ 0.19857259 0.60833299 0.36123229 0.86010297 0.58946148] [ 0.75887958 0.32464903 0.51433869 0.22177941 0.39384116] [ 0.71330888 0.58516401 0.512323 0.46440097 0.44072055] [ 0.31618857 0.40781711 0.60959586 0.75495525 0.51708517] [ 0.40804941 0.49622411 0.40969511 0.34003081 0.47264913] [ 0.39685923 0.54671444 0.58406603 0.64142659 0.35205516] [ 0.24780849 0.69884561 0.44460394 0.78645969 0.49217313] [ 0.76549382 0.56457397 0.36152284 0.50392222 0.3331522 ] [ 0.18147354 0.70051867 0.34404192 0.78114814 0.59189911] [ 0.46757512 0.49500591 0.51565575 0.74860107 0.44261747] [ 0.72099625 0.34854742 0.3968621 0.36769962 0.45527511] [ 0.70092882 0.4316557 0.58963438 0.43897861 0.3789053 ] [ 0.11036292 0.49118693 0.42487136 0.91609605 0.42879195] [ 0.08641453 0.56309748 0.53525373 0.91625623 0.66998103] [ 0.73324331 0.43749166 0.41569792 0.33704616 0.34783584] [ 0.17636032 0.58929828 0.36588519 0.8508161 0.58113548] [ 0.73098634 0.45864233 0.53032815 0.41838549 0.48373754] [ 0.51417533 0.54228773 0.36227023 0.70606397 0.52875414] [ 0.40032291 0.42922751 0.38455358 0.53772475 0.57229711] [ 0.57034935 0.56906846 0.5213203 0.43440005 0.46226629] [ 0.42091539 0.48251579 0.57695295 0.47739719 0.4677612 ] [ 0.51992991 0.59234599 0.32127619 0.57189162 0.3961301 ] [ 0.45122533 0.48214558 0.48850136 0.40563679 0.55027185] [ 0.36204354 0.47917422 0.44571237 0.72850374 0.35933902] [ 0.71888215 0.37543681 0.51445139 0.36556833 0.3763094 ] [ 0.2485898 0.48490488 0.54631581 0.62807119 0.5710331 ] [ 0.4505475 0.49485475 0.38016065 0.66039231 0.37230361] [ 0.78708652 0.43274655 0.57598128 0.22879301 0.43744408] [ 0.72985161 0.39373935 0.38259247 0.33944522 0.36719158] [ 0.24947943 0.62724072 0.51526372 0.69378552 0.40970731] [ 0.4210927 0.48336072 0.42178349 0.76247966 0.3328929 ] [ 0.34320814 0.60193302 0.45457506 0.74574831 0.47385702] [ 0.82696924 0.45377366 0.55503792 0.23770323 0.41785266] Progress: 17.9% ... Training loss: 0.663 ... Validation loss: 1.160[ 0.45189397 0.64187239 0.35843756 0.7838629 0.43876543] [ 0.67049304 0.50955808 0.41966737 0.46503771 0.32933101] [ 0.63156619 0.5766519 0.46431845 0.44668785 0.26014717] [ 0.30315711 0.67316754 0.49669982 0.68173655 0.55188966] [ 0.07898395 0.57251138 0.37775579 0.92379013 0.48654091] [ 0.81407535 0.33931039 0.60207028 0.28436335 0.42109808] [ 0.22945465 0.49618556 0.39853209 0.53907296 0.68814193] [ 0.80682119 0.22324935 0.56762561 0.32293344 0.42332259] [ 0.4380111 0.56746571 0.41863788 0.6151714 0.38214133] [ 0.38889249 0.56894836 0.42913539 0.57330352 0.45764667] [ 0.80047075 0.52271755 0.28135059 0.42524031 0.23142064] [ 0.81844869 0.52091433 0.47602011 0.41526521 0.40091644] [ 0.44203864 0.57055084 0.5363335 0.57879588 0.49758088] [ 0.39848881 0.49519117 0.56989337 0.41575666 0.5339928 ] [ 0.6635389 0.4629155 0.41216079 0.2428676 0.38035508] [ 0.86406689 0.29251895 0.48094205 0.17228853 0.3292601 ] [ 0.75931922 0.33195614 0.50838254 0.2414307 0.51389396] [ 0.34931036 0.61038043 0.3821542 0.68485428 0.53613692] [ 0.71871659 0.29413308 0.43478869 0.43824554 0.37799383] [ 0.55702127 0.53464203 0.48221717 0.31651522 0.45355252] [ 0.83733247 0.35302116 0.64404335 0.1694754 0.43423554] [ 0.19781579 0.54885731 0.51757595 0.83360612 0.49693143] [ 0.6270609 0.53524026 0.58708163 0.48424778 0.49276637] [ 0.23254054 0.44684271 0.42183456 0.75181491 0.49141085] [ 0.81868428 0.33378783 0.64437727 0.21036814 0.41605405] [ 0.58440111 0.61434325 0.4808384 0.4785625 0.5546454 ] [ 0.8840733 0.32870385 0.61323183 0.15415112 0.4236278 ] [ 0.58958953 0.42133412 0.56960628 0.39920852 0.37747591] [ 0.42588172 0.37842734 0.60070311 0.70712645 0.35336423] [ 0.45431573 0.45243875 0.4802646 0.80600184 0.46790655] [ 0.55398001 0.51044647 0.45809727 0.45820091 0.46540172] [ 0.89737615 0.2703296 0.58502421 0.14642554 0.39105499] [ 0.56033775 0.3067629 0.47397537 0.66779751 0.29504052] [ 0.50607734 0.46333111 0.54541676 0.39811319 0.61530393] [ 0.50848615 0.49212858 0.56940857 0.3399487 0.65016014] [ 0.20662269 0.6094628 0.32431525 0.81906709 0.4509326 ] [ 0.83550406 0.50236584 0.45641004 0.2466668 0.40813711] [ 0.46086216 0.64469319 0.44325435 0.55896663 0.41204043] [ 0.25380902 0.48512618 0.46451801 0.77278362 0.64821956] [ 0.54552767 0.54813231 0.37411018 0.5932103 0.41749827] [ 0.18310064 0.5058927 0.44583936 0.75990755 0.48446422] [ 0.81895506 0.33366824 0.5899179 0.20119594 0.42119203] [ 0.78381345 0.49711303 0.46748623 0.45045093 0.3976608 ] [ 0.40310977 0.36619644 0.47084777 0.80299849 0.45962152] [ 0.44015996 0.6121892 0.48163872 0.73344858 0.44925031] [ 0.34774842 0.54662963 0.48496125 0.76764855 0.41739583] [ 0.56185006 0.47096138 0.59635262 0.49667996 0.42083538] [ 0.72275718 0.37547658 0.47177677 0.17366478 0.3734959 ] [ 0.22341944 0.5212793 0.42239723 0.8111537 0.51485619] [ 0.16286239 0.55404375 0.50735212 0.78941551 0.47290976] [ 0.63913975 0.558384 0.50697206 0.53347664 0.29691473] [ 0.79839797 0.50727389 0.51339667 0.32450016 0.31744299] [ 0.51139088 0.48002983 0.50813186 0.41280583 0.4275704 ] [ 0.31798227 0.50266953 0.40907315 0.64227978 0.5779334 ] [ 0.48119881 0.59361688 0.46875449 0.53429795 0.49859788] [ 0.74894952 0.39122806 0.51110331 0.20692576 0.3979875 ] [ 0.57526374 0.61463557 0.38340742 0.42918902 0.38722998] [ 0.60320181 0.55069745 0.41200085 0.5633139 0.28846107] [ 0.52280283 0.50427531 0.45228635 0.61207089 0.52504956] [ 0.32521915 0.46523998 0.45239862 0.6717708 0.39557155] [ 0.5414971 0.57163562 0.30078824 0.69173633 0.42396461] [ 0.56890704 0.44438685 0.42469932 0.41843896 0.34993618] [ 0.56959674 0.59716212 0.38804568 0.49305833 0.40415034] [ 0.88390732 0.36930794 0.51658773 0.09474069 0.30860355] [ 0.43046532 0.47812266 0.51573303 0.78057971 0.42689443] [ 0.79992367 0.40219894 0.45193022 0.41087066 0.43133208] [ 0.89382476 0.30294691 0.49103666 0.17592817 0.37614338] [ 0.58057905 0.56004097 0.51319464 0.48752303 0.4672508 ] [ 0.31348117 0.61524006 0.36283759 0.78123329 0.45169179] [ 0.6782882 0.45171657 0.5128521 0.49770557 0.38673056] [ 0.29493751 0.55684658 0.50042435 0.71381165 0.6346945 ] [ 0.62912567 0.53866801 0.44280388 0.43818423 0.38696146] [ 0.74244989 0.44556813 0.51536537 0.32691794 0.51784809] [ 0.60523311 0.56273644 0.42739569 0.49512488 0.44949088] [ 0.83569939 0.42287738 0.40515166 0.35404522 0.29018552] [ 0.7198798 0.42541738 0.34044919 0.26057142 0.30116527] [ 0.79578538 0.29116462 0.5035672 0.28947473 0.44715738] [ 0.16350216 0.59694424 0.48996679 0.89340109 0.51810262] [ 0.82472214 0.41336342 0.44098164 0.24542213 0.32477827] [ 0.36618656 0.58919636 0.61282977 0.66298594 0.54839775] [ 0.48934642 0.6725534 0.41356272 0.68102131 0.43551163] [ 0.84473606 0.36758138 0.52851812 0.18942085 0.41365459] [ 0.32253901 0.38556051 0.61754864 0.36331938 0.61860285] [ 0.54525102 0.43314562 0.52893083 0.64423942 0.2885574 ] [ 0.55909025 0.53637016 0.25679031 0.62657938 0.38130474] [ 0.40319157 0.43780218 0.52271286 0.69195677 0.33404293] [ 0.33199591 0.56578244 0.47677682 0.77808335 0.38791731] [ 0.228396 0.65091386 0.50920045 0.82068035 0.55905114] [ 0.59502665 0.46091761 0.52415323 0.43139896 0.50333823] [ 0.6201645 0.57424254 0.41392673 0.55959579 0.37210429] [ 0.0627057 0.61866929 0.44000129 0.90489735 0.54392122] [ 0.52201317 0.54462819 0.37159391 0.36274774 0.40425068] [ 0.20166285 0.58942174 0.39215696 0.83985958 0.56697292] [ 0.37671848 0.5359248 0.5138387 0.58316395 0.41692193] [ 0.6248478 0.37013082 0.38589017 0.399866 0.45914174] [ 0.52846498 0.4132944 0.5092642 0.36275835 0.60212782] [ 0.72684309 0.48132373 0.52363891 0.26584331 0.40998197] [ 0.1764162 0.54219263 0.50640382 0.86241705 0.61177557] [ 0.70248628 0.44067699 0.55834505 0.50434074 0.39231361] [ 0.78729973 0.43062817 0.48212253 0.18046603 0.3879921 ] [ 0.63350887 0.49732805 0.42093231 0.5182471 0.47790939] [ 0.16386961 0.62281003 0.45841702 0.88226194 0.43593175] [ 0.61254033 0.51763167 0.58941958 0.43355092 0.39260294] [ 0.3580685 0.64596062 0.52109161 0.67343692 0.4664195 ] [ 0.15062342 0.49752681 0.52597471 0.86817095 0.51331021] [ 0.60277839 0.56037705 0.53647166 0.51707371 0.43935195] [ 0.30368858 0.58234548 0.46479256 0.83540745 0.48731202] [ 0.13365866 0.55881699 0.44246935 0.88250331 0.49531465] [ 0.92006489 0.4731986 0.44725605 0.22004554 0.31815359] [ 0.48505085 0.57246055 0.35187688 0.6053977 0.2955946 ] [ 0.63614951 0.62148781 0.4395454 0.64466191 0.46303558] [ 0.91407432 0.30718259 0.54004945 0.13792006 0.32078565] [ 0.75127597 0.36680394 0.59311497 0.23194025 0.30851255] [ 0.34436975 0.3992168 0.42293136 0.63050235 0.48545335] [ 0.60400958 0.45983473 0.50779119 0.50697649 0.33644397] [ 0.62514641 0.35816479 0.59638692 0.39109251 0.4764594 ] [ 0.45526567 0.37182165 0.68646019 0.63152009 0.47859976] [ 0.74141136 0.36972735 0.553869 0.32977108 0.41163579] [ 0.86171203 0.47324615 0.48013383 0.23535898 0.36833689] [ 0.67847785 0.48445449 0.53161416 0.3770114 0.49798726] [ 0.23308241 0.48648721 0.43917925 0.58931726 0.75928669] [ 0.28666753 0.53901362 0.52566182 0.76713287 0.45724336] [ 0.51440547 0.49086591 0.44434234 0.50866556 0.40283448] [ 0.25797274 0.53655326 0.5270465 0.85219569 0.45797453] [ 0.7724925 0.42119143 0.53864755 0.37331017 0.37308664] [ 0.67884294 0.41797925 0.64345161 0.29221089 0.52363363] [ 0.82711753 0.42615074 0.63250971 0.21284519 0.48249524] [ 0.37900829 0.42292072 0.51050118 0.68490965 0.35261906] Progress: 18.0% ... Training loss: 0.663 ... Validation loss: 1.159[ 0.55746938 0.34685721 0.60513332 0.56863332 0.4066546 ] [ 0.50356204 0.59100347 0.3271733 0.44136411 0.32345044] [ 0.19623138 0.55768017 0.36062967 0.72593988 0.41604106] [ 0.33255431 0.53194814 0.49797521 0.72904364 0.43010573] [ 0.49138158 0.58315356 0.36746097 0.47054439 0.30738162] [ 0.55053567 0.39970013 0.56686245 0.72361444 0.43352741] [ 0.37763789 0.46313281 0.53155176 0.5177412 0.64819321] [ 0.47388806 0.38788148 0.48609943 0.65215044 0.47874532] [ 0.2545651 0.5028115 0.47597318 0.80407593 0.57381976] [ 0.69964643 0.42341726 0.59880656 0.29094688 0.51643157] [ 0.14292308 0.52566386 0.37781728 0.89580734 0.56629161] [ 0.16939681 0.59411868 0.30711711 0.80805261 0.44807754] [ 0.63417846 0.35064216 0.38381015 0.40387432 0.3304827 ] [ 0.38085242 0.47879842 0.43826395 0.80484282 0.31385172] [ 0.43728522 0.35731539 0.55090559 0.54821822 0.43620104] [ 0.30025573 0.54263954 0.29822934 0.76793761 0.58572045] [ 0.57968249 0.50115168 0.47122367 0.70580929 0.35863564] [ 0.64381001 0.31703283 0.52038674 0.2843342 0.42029095] [ 0.38906964 0.40860225 0.50142282 0.70841601 0.38039166] [ 0.70299713 0.52583716 0.51285491 0.46617064 0.45926037] [ 0.55496203 0.45679181 0.59972624 0.66044282 0.42548712] [ 0.59958829 0.55189215 0.52892968 0.63645657 0.5220156 ] [ 0.4545833 0.72622437 0.33185128 0.84890287 0.35389739] [ 0.81446971 0.36431823 0.52648237 0.14632417 0.21762098] [ 0.40622448 0.42979392 0.59584093 0.65263668 0.46038619] [ 0.36925833 0.51931346 0.46916947 0.5400927 0.47556412] [ 0.43064437 0.54900479 0.50436713 0.80888323 0.52983027] [ 0.28100338 0.57477477 0.27395102 0.88724436 0.50122735] [ 0.81561851 0.5050701 0.63195935 0.32282533 0.38011442] [ 0.74302734 0.32922277 0.46603375 0.30359373 0.36413265] [ 0.49532095 0.48635638 0.35332837 0.60926309 0.31096556] [ 0.68339378 0.6674991 0.45213643 0.65945712 0.43637459] [ 0.66881189 0.50991243 0.49418932 0.53407475 0.53849886] [ 0.34159774 0.57516731 0.45553472 0.58386302 0.53219091] [ 0.53754136 0.48509928 0.65967815 0.59473305 0.45801041] [ 0.57176707 0.51027821 0.47728863 0.37807611 0.53954495] [ 0.79298189 0.44592237 0.47171292 0.43516874 0.44358243] [ 0.27602512 0.56609681 0.41735668 0.53577249 0.47170117] [ 0.25793184 0.54255574 0.37671029 0.73272571 0.4053109 ] [ 0.21837805 0.63184665 0.45290692 0.77201194 0.5424733 ] [ 0.78603794 0.41527938 0.46841609 0.26300524 0.33422305] [ 0.53490521 0.55556227 0.44005558 0.57326331 0.51635417] [ 0.29125915 0.61163166 0.49591502 0.81060467 0.61917133] [ 0.48691585 0.53967166 0.36833161 0.47113937 0.53839031] [ 0.68174438 0.40152026 0.47513776 0.31576845 0.49124373] [ 0.67425448 0.41491687 0.53441585 0.32408878 0.44691157] [ 0.12423943 0.55815854 0.47119958 0.87197656 0.55679676] [ 0.22474267 0.45084436 0.36259753 0.68803654 0.55353627] [ 0.40499911 0.67223822 0.51300453 0.68894439 0.50826276] [ 0.38964318 0.50457594 0.54270647 0.61752742 0.5449025 ] [ 0.18555473 0.58780792 0.3256026 0.75904611 0.44305652] [ 0.40333477 0.43782596 0.52271125 0.6918929 0.33405122] [ 0.4534571 0.44232588 0.55035644 0.46321379 0.40195894] [ 0.36157808 0.41006175 0.440402 0.76583115 0.39561295] [ 0.49015851 0.43250018 0.68412283 0.54277685 0.44687131] [ 0.16035021 0.60734274 0.49257637 0.77250577 0.45028983] [ 0.47401715 0.60082955 0.38551157 0.71224394 0.34961379] [ 0.82730883 0.34974947 0.51461756 0.25406514 0.38788111] [ 0.66497955 0.41548673 0.59888051 0.48158134 0.4073487 ] [ 0.62563862 0.40050283 0.58961158 0.40327942 0.44821727] [ 0.54635871 0.52876468 0.43480823 0.42522152 0.38857322] [ 0.56065112 0.37249954 0.53364854 0.61559421 0.39514725] [ 0.54237097 0.5209574 0.49080617 0.47263208 0.59912827] [ 0.42027201 0.44230651 0.3934175 0.53938934 0.44922501] [ 0.87223949 0.34227958 0.46319361 0.31591239 0.34157534] [ 0.28422359 0.44488992 0.60257195 0.72890691 0.57228769] [ 0.51893553 0.46330157 0.52634637 0.42829409 0.47035087] [ 0.80581331 0.40384922 0.49323058 0.37976132 0.42880439] [ 0.80969098 0.51854707 0.50379687 0.39052015 0.46344138] [ 0.51216074 0.60185132 0.31474513 0.61546874 0.33385689] [ 0.61741578 0.40808274 0.5913457 0.31531867 0.3905096 ] [ 0.88938224 0.34773019 0.50683304 0.14050313 0.35832492] [ 0.8041642 0.34263301 0.7002192 0.2238568 0.35363348] [ 0.38312869 0.62568741 0.53614335 0.78149737 0.48120578] [ 0.4818378 0.43677822 0.5818066 0.58507244 0.50140664] [ 0.78028822 0.42123259 0.56041314 0.19057731 0.54052955] [ 0.49179148 0.48236807 0.55338142 0.70026868 0.34863557] [ 0.43341543 0.62004642 0.45125288 0.70301921 0.53966238] [ 0.60883172 0.53488764 0.52278046 0.56489471 0.47418619] [ 0.84812652 0.51789181 0.49966516 0.32492466 0.42186686] [ 0.5037028 0.42214429 0.56984369 0.70084016 0.43741075] [ 0.46237575 0.43578298 0.51689138 0.51142753 0.46337121] [ 0.21223286 0.57470477 0.45766181 0.83402474 0.43763454] [ 0.62383254 0.53365201 0.47838307 0.45691681 0.49181394] [ 0.35512807 0.6455451 0.50712329 0.65845085 0.36059597] [ 0.29513556 0.48413335 0.52091605 0.74270294 0.5121475 ] [ 0.38077084 0.51497735 0.4515557 0.73259554 0.5104735 ] [ 0.27974001 0.64167755 0.41091904 0.72900554 0.50258905] [ 0.68681367 0.5918612 0.36870535 0.43942322 0.39213003] [ 0.24303142 0.45339329 0.47647806 0.84915456 0.58208606] [ 0.57371575 0.33959264 0.52196943 0.65007551 0.31516689] [ 0.40191652 0.6785446 0.46813856 0.72741426 0.52229315] [ 0.48238505 0.48815223 0.43024142 0.42494737 0.50290677] [ 0.53136227 0.35996597 0.64854615 0.54538179 0.45133937] [ 0.28376806 0.54857183 0.47036374 0.79023852 0.44568191] [ 0.82142683 0.50414005 0.45224618 0.33905541 0.31537989] [ 0.85586447 0.50516658 0.49452442 0.33695756 0.37520687] [ 0.78855479 0.28796651 0.34728425 0.27859032 0.36791347] [ 0.51690445 0.50862632 0.60204465 0.57161362 0.57451313] [ 0.48016947 0.53410559 0.59516437 0.62690333 0.43854287] [ 0.06484195 0.5044509 0.5220694 0.91053889 0.6247712 ] [ 0.55342976 0.47066965 0.50463516 0.38895261 0.41351302] [ 0.59241932 0.43446848 0.37454585 0.56015992 0.38754409] [ 0.51697129 0.48758157 0.58903489 0.33371569 0.53999329] [ 0.17991205 0.68606325 0.33435398 0.83149428 0.54710398] [ 0.29486639 0.4715966 0.66391747 0.73367816 0.48229111] [ 0.67918805 0.41778519 0.64351363 0.2919503 0.52356795] [ 0.16920451 0.57196211 0.46772852 0.84101139 0.50535656] [ 0.88654645 0.38947472 0.57470035 0.09957531 0.32122501] [ 0.40866799 0.58475786 0.42645782 0.66533075 0.5386791 ] [ 0.58750386 0.59072027 0.52055141 0.5557512 0.33749545] [ 0.83062716 0.30837976 0.67810805 0.146152 0.42233999] [ 0.84120448 0.37417904 0.61644561 0.21201478 0.44544118] [ 0.73511316 0.43973549 0.49012252 0.45160569 0.44064922] [ 0.42740133 0.42638595 0.51763268 0.54640037 0.58294789] [ 0.19800381 0.55905798 0.43289195 0.74628651 0.63826581] [ 0.82536038 0.33852347 0.49638639 0.18337666 0.37869296] [ 0.56115695 0.44455467 0.6457303 0.40067036 0.51215759] [ 0.28387524 0.64558924 0.53716947 0.73434964 0.44474591] [ 0.83824591 0.34608914 0.58051476 0.22909326 0.38989974] [ 0.62257584 0.45114951 0.44322711 0.3875419 0.4490138 ] [ 0.77821641 0.38954058 0.57604893 0.11735152 0.42486923] [ 0.49320878 0.46101334 0.56392797 0.47514291 0.53501125] [ 0.56256826 0.52325389 0.4938456 0.63710913 0.4831889 ] [ 0.13346231 0.62504026 0.48444555 0.91010586 0.55915835] [ 0.33244776 0.52081136 0.44134794 0.72933015 0.47236766] [ 0.60516656 0.29939042 0.50935349 0.70715438 0.37814679] [ 0.33151937 0.6993399 0.40473579 0.80684186 0.56120195] Progress: 18.1% ... Training loss: 0.662 ... Validation loss: 1.165[ 0.43831107 0.32301182 0.51279189 0.61192197 0.44643534] [ 0.31323156 0.46512528 0.48104962 0.69031277 0.36584554] [ 0.59937492 0.5152249 0.55636036 0.45613297 0.4032943 ] [ 0.23010242 0.53172007 0.42813315 0.7353327 0.5863121 ] [ 0.79292606 0.50062569 0.48037674 0.38227268 0.41417612] [ 0.6177251 0.53373058 0.46032407 0.66495262 0.44421276] [ 0.89372969 0.33773577 0.57425336 0.21643601 0.38032992] [ 0.56046076 0.53745344 0.4737689 0.41179668 0.39869218] [ 0.70123094 0.53768218 0.50381152 0.50424727 0.42915515] [ 0.76807222 0.46975461 0.67098188 0.25259717 0.44015607] [ 0.15998085 0.50164964 0.44205478 0.86220116 0.60314642] [ 0.60062873 0.5710011 0.58650045 0.52332776 0.4428123 ] [ 0.45636918 0.49824665 0.61420639 0.68496184 0.42825276] [ 0.11240919 0.68181937 0.39732629 0.81603018 0.6187303 ] [ 0.51603067 0.36709076 0.59730494 0.54413909 0.58082804] [ 0.35720624 0.63207294 0.45840023 0.68016796 0.43084255] [ 0.50506412 0.47668071 0.46492154 0.52501889 0.59393198] [ 0.73235749 0.41807271 0.55115677 0.42412991 0.35477789] [ 0.49971832 0.50948242 0.55778587 0.74612521 0.42241633] [ 0.32990249 0.44827311 0.63333057 0.72349119 0.47933104] [ 0.37626504 0.55658881 0.40292941 0.75951502 0.56336151] [ 0.14790453 0.60075645 0.34388925 0.849506 0.56906634] [ 0.51317638 0.38514786 0.51839557 0.40355348 0.5301849 ] [ 0.56111277 0.49785348 0.44712922 0.57310671 0.31832705] [ 0.81675166 0.43985222 0.64693972 0.33006797 0.39694163] [ 0.23573594 0.42023824 0.58502484 0.71944475 0.53972794] [ 0.74257773 0.46975873 0.47793327 0.16610497 0.48081366] [ 0.61957903 0.43230325 0.35689355 0.52108508 0.54476432] [ 0.61919129 0.51674036 0.62621301 0.37614651 0.38374629] [ 0.22174222 0.63067989 0.44014526 0.55438938 0.5537802 ] [ 0.19965001 0.48947023 0.47387544 0.90898173 0.57640096] [ 0.33504307 0.48628123 0.44701469 0.8100615 0.44789095] [ 0.50735721 0.535424 0.44814306 0.5320244 0.49339804] [ 0.50441923 0.36877751 0.51603909 0.5981049 0.34132459] [ 0.48096144 0.46707792 0.40670242 0.66320022 0.32655423] [ 0.52454391 0.46306467 0.45329186 0.56766274 0.53260701] [ 0.2033803 0.45931913 0.42921177 0.82651346 0.46193527] [ 0.80744582 0.3567082 0.39345687 0.29569033 0.26624321] [ 0.49141597 0.59383867 0.52904938 0.59308665 0.43462892] [ 0.44881664 0.43932056 0.63382263 0.56196632 0.33628828] [ 0.65442534 0.59004 0.48194463 0.52552834 0.43657729] [ 0.36469575 0.55505673 0.44564026 0.81986931 0.38168078] [ 0.47261798 0.60202526 0.44166957 0.76992708 0.46794161] [ 0.60350705 0.48016728 0.5421321 0.45422538 0.48113137] [ 0.81727158 0.53689967 0.53275096 0.32312887 0.38045461] [ 0.35177829 0.51436222 0.58007178 0.65436753 0.55742168] [ 0.41035877 0.61327706 0.67891795 0.43605313 0.53314304] [ 0.53666233 0.57014483 0.53839663 0.5584236 0.52259142] [ 0.55137695 0.37612646 0.45606999 0.35886711 0.54220424] [ 0.21767535 0.58947825 0.40979571 0.7406058 0.40525625] [ 0.3167807 0.63582957 0.47186039 0.64560762 0.51641042] [ 0.63091763 0.42755236 0.55259662 0.30222882 0.45658293] [ 0.48271717 0.43796361 0.43819358 0.62159882 0.3341922 ] [ 0.77525963 0.49918215 0.51973271 0.29504286 0.40366571] [ 0.72441447 0.36409526 0.58565672 0.27298844 0.31429655] [ 0.8447827 0.35028099 0.53673416 0.19794823 0.4301647 ] [ 0.22229149 0.62024242 0.37845087 0.83523146 0.51937495] [ 0.40147569 0.52879743 0.3520808 0.45044202 0.45424544] [ 0.8579284 0.45333209 0.57584556 0.20341758 0.38115158] [ 0.85653675 0.3308757 0.62147538 0.21410018 0.261791 ] [ 0.46551894 0.5553733 0.46690416 0.62005923 0.42007205] [ 0.17665606 0.56421216 0.50130782 0.8739759 0.6015383 ] [ 0.32140021 0.40314337 0.5304693 0.81844226 0.48841098] [ 0.82771614 0.40862651 0.44190109 0.35400559 0.26123694] [ 0.17800899 0.63616451 0.36968047 0.84372778 0.41981708] [ 0.77548269 0.54457952 0.38967094 0.38334684 0.3061205 ] [ 0.87707757 0.46595217 0.56354384 0.32922066 0.3911054 ] [ 0.43558742 0.49357555 0.43282151 0.56162798 0.41347432] [ 0.16239532 0.65369095 0.54193327 0.75517057 0.61930414] [ 0.0645253 0.6552842 0.42085068 0.94058412 0.58267252] [ 0.42846439 0.44367929 0.50249108 0.66038169 0.4050974 ] [ 0.13688792 0.61015207 0.3720609 0.89725951 0.51571971] [ 0.79583052 0.53178139 0.35558794 0.37940126 0.4051088 ] [ 0.52920745 0.46300542 0.64909842 0.61864597 0.43154721] [ 0.25239816 0.54988197 0.4719505 0.71327311 0.43235904] [ 0.60541179 0.37521983 0.4879804 0.47735785 0.47399687] [ 0.21028044 0.64181322 0.42684236 0.75278528 0.44652282] [ 0.58862075 0.50055708 0.53594285 0.51404456 0.48761583] [ 0.82887639 0.36832055 0.59600977 0.35037006 0.3558885 ] [ 0.82079724 0.31915723 0.64415744 0.18756123 0.44243055] [ 0.63424249 0.68680966 0.393568 0.50106293 0.48792938] [ 0.8521038 0.40130116 0.50359825 0.16931717 0.22644563] [ 0.57059461 0.52786308 0.45516811 0.39408441 0.3814038 ] [ 0.1402546 0.69334767 0.44407622 0.78462573 0.50015506] [ 0.44538696 0.56688951 0.44923268 0.5046503 0.40783827] [ 0.51782296 0.37376813 0.45715833 0.68067608 0.49425519] [ 0.64273877 0.63948254 0.41603574 0.51167116 0.51607126] [ 0.6790613 0.60105862 0.39948557 0.61035231 0.47583053] [ 0.43024138 0.58766061 0.42904243 0.63057858 0.56725548] [ 0.24438583 0.51533683 0.6282031 0.77147098 0.59200433] [ 0.59563866 0.45944587 0.45910048 0.32976899 0.35291971] [ 0.74805116 0.31982661 0.64100898 0.30442943 0.56491452] [ 0.72252771 0.44523453 0.49268643 0.27890172 0.44579243] [ 0.18964996 0.69944684 0.40410954 0.88508448 0.56295784] [ 0.2794578 0.51420576 0.35775895 0.80219322 0.48904346] [ 0.56749425 0.40128413 0.54613561 0.67632278 0.32457171] [ 0.79382059 0.48430297 0.57489569 0.41896549 0.31600744] [ 0.87607663 0.26509776 0.62222498 0.30719167 0.37602053] [ 0.49109272 0.45917226 0.55381213 0.62874349 0.32156618] [ 0.83032799 0.46744335 0.62859659 0.23057743 0.47316842] [ 0.48619622 0.44221376 0.51202725 0.43830004 0.61125797] [ 0.88746149 0.31467125 0.57256388 0.09980074 0.32026748] [ 0.1435083 0.60557055 0.46261632 0.87432665 0.41527342] [ 0.78811646 0.44075256 0.48132999 0.25280458 0.40421291] [ 0.34810209 0.54654721 0.48500475 0.7674523 0.4173557 ] [ 0.58419794 0.51308116 0.51362989 0.38086233 0.35805625] [ 0.3985569 0.56413026 0.63961065 0.74578281 0.58279975] [ 0.14119038 0.50623554 0.43898867 0.89128218 0.5371053 ] [ 0.26866855 0.52117484 0.57847055 0.77071617 0.50077167] [ 0.70476144 0.5521768 0.39229061 0.51557554 0.3698671 ] [ 0.3157352 0.49379484 0.48536582 0.7728694 0.38507041] [ 0.27511611 0.46572439 0.58919674 0.85423721 0.49881165] [ 0.21469371 0.72727321 0.4120646 0.79041676 0.54659298] [ 0.78373705 0.4571215 0.41908855 0.4488221 0.39674551] [ 0.6568628 0.44081008 0.57291178 0.3908683 0.45831716] [ 0.13171561 0.47024118 0.48425116 0.92680921 0.6225798 ] [ 0.26467103 0.54062488 0.39217992 0.79540704 0.41851879] [ 0.59542461 0.61947562 0.48187361 0.48292725 0.35866186] [ 0.16667382 0.49314994 0.37584993 0.87173639 0.52799444] [ 0.63708158 0.4905833 0.56018484 0.43076122 0.52096248] [ 0.52004564 0.39345078 0.52368142 0.73337929 0.41090272] [ 0.40173711 0.68579142 0.43721981 0.76037554 0.60863947] [ 0.23118084 0.49285917 0.58965744 0.58284678 0.47344414] [ 0.5262849 0.44812621 0.49737328 0.64616877 0.30005672] [ 0.21751486 0.59440652 0.4254986 0.79446076 0.59784691] [ 0.2234225 0.52237241 0.48792455 0.82388191 0.66006142] [ 0.5358915 0.48115412 0.37940701 0.45672318 0.37812927] [ 0.39862882 0.64630256 0.52143885 0.71467655 0.58630664] Progress: 18.1% ... Training loss: 0.662 ... Validation loss: 1.159[ 0.4826844 0.46147957 0.44220709 0.69628812 0.36673698] [ 0.09226053 0.64974169 0.34138193 0.93025027 0.57967565] [ 0.68038661 0.39495063 0.6089696 0.39609484 0.46139558] [ 0.37277004 0.51570249 0.39204583 0.48784556 0.43220927] [ 0.51046035 0.26400136 0.52595358 0.41054737 0.50888645] [ 0.26914608 0.58786487 0.53250423 0.75748658 0.65302644] [ 0.39854905 0.53065849 0.46204675 0.75814041 0.37037532] [ 0.62666323 0.47847183 0.50324762 0.41109324 0.43019255] [ 0.73869805 0.33900105 0.58726458 0.42825477 0.32872046] [ 0.79026559 0.34946745 0.52201332 0.24938424 0.36749362] [ 0.67183493 0.47272319 0.50288562 0.35516469 0.42600018] [ 0.45582591 0.45202305 0.48042929 0.80551957 0.4677402 ] [ 0.39571747 0.38194846 0.46150763 0.57670741 0.45080488] [ 0.40028646 0.44131129 0.42884573 0.60979848 0.33616429] [ 0.45204875 0.59116601 0.44534746 0.51030118 0.50218843] [ 0.49154778 0.46302745 0.47050783 0.46775493 0.47987168] [ 0.42003926 0.56245764 0.49417516 0.56533125 0.46503688] [ 0.49730112 0.45605763 0.52521859 0.50131577 0.50995372] [ 0.59662122 0.59240386 0.50693108 0.42881851 0.52869631] [ 0.23300854 0.61310507 0.38724833 0.86810135 0.52101348] [ 0.54642203 0.60066245 0.46889698 0.52570603 0.27124484] [ 0.55149721 0.47990748 0.42974081 0.60263301 0.3783166 ] [ 0.34203692 0.56878219 0.46281555 0.62160812 0.43314236] [ 0.55646273 0.5261978 0.58416965 0.49940644 0.5421501 ] [ 0.23358012 0.52178978 0.45187215 0.85475304 0.48099753] [ 0.53943232 0.6024686 0.52374683 0.64273519 0.34838241] [ 0.65832496 0.33339989 0.46996308 0.33480779 0.4638651 ] [ 0.62164216 0.32647313 0.56263632 0.40291998 0.40598267] [ 0.6585481 0.59031013 0.49803955 0.47926696 0.31852832] [ 0.68875669 0.46627722 0.51504436 0.22230787 0.47535605] [ 0.41795944 0.54208807 0.40453445 0.59386912 0.6106313 ] [ 0.32573178 0.61756513 0.39695225 0.6951663 0.44357285] [ 0.33242334 0.6065578 0.29728658 0.67667634 0.4197141 ] [ 0.12909913 0.60627155 0.48554567 0.88294131 0.53339535] [ 0.55747916 0.44795562 0.5259482 0.54622083 0.52688883] [ 0.62581276 0.46119586 0.34210062 0.56318601 0.46323082] [ 0.22640462 0.60225114 0.39237643 0.72590238 0.51168536] [ 0.86868573 0.58030573 0.37260528 0.40295132 0.27817502] [ 0.49325797 0.41339845 0.53716053 0.40869064 0.58177058] [ 0.55291031 0.41991585 0.57976856 0.59779144 0.44246748] [ 0.53276616 0.53663406 0.40704982 0.79794364 0.41686157] [ 0.86718922 0.414347 0.43094139 0.23052396 0.39985314] [ 0.60308045 0.4425134 0.42075887 0.59229246 0.4837754 ] [ 0.15776502 0.59949874 0.50260308 0.89373381 0.58849531] [ 0.59664028 0.52992708 0.54709891 0.53183956 0.36901398] [ 0.2715092 0.56794258 0.30311094 0.74730023 0.37726372] [ 0.58005978 0.47883503 0.60756353 0.60889133 0.45713426] [ 0.14133766 0.47333459 0.4922767 0.85363404 0.50602025] [ 0.56229223 0.44986167 0.40020889 0.36936247 0.38015576] [ 0.24961496 0.5700244 0.56866997 0.80811206 0.55005452] [ 0.74680402 0.42533237 0.56661832 0.21913453 0.44216612] [ 0.62451429 0.37018942 0.38586604 0.40003249 0.45917073] [ 0.27503852 0.52543943 0.35030825 0.68766009 0.40777563] [ 0.19455492 0.5788855 0.53107726 0.86893671 0.48216201] [ 0.70843592 0.23469642 0.60990738 0.37958433 0.47109839] [ 0.555068 0.38420165 0.63272225 0.50948879 0.32776397] [ 0.4519002 0.60696619 0.39702543 0.65461815 0.3891607 ] [ 0.24311017 0.43405211 0.52012919 0.76738101 0.45833657] [ 0.40018188 0.39057702 0.48109385 0.6863794 0.49153322] [ 0.20256141 0.57169239 0.53668266 0.79192041 0.63051146] [ 0.31869778 0.52768294 0.44545479 0.81419501 0.37304927] [ 0.92524681 0.40559804 0.56320107 0.12128417 0.37289521] [ 0.73798277 0.37856371 0.65293593 0.2762411 0.51346342] [ 0.79926764 0.43839834 0.62242547 0.19154761 0.40214409] [ 0.45422844 0.60031401 0.29896423 0.69205839 0.38276311] [ 0.37705454 0.56650694 0.51900506 0.72333705 0.51391646] [ 0.28673599 0.54497494 0.3386705 0.70760598 0.48536649] [ 0.21204639 0.63067964 0.45400493 0.72741309 0.47649934] [ 0.59095995 0.39928013 0.46221138 0.23296113 0.44222569] [ 0.36844682 0.58530924 0.40710497 0.60377763 0.38502883] [ 0.16139771 0.54774481 0.54338368 0.81294943 0.51838839] [ 0.8847747 0.34434569 0.60489275 0.15861921 0.41766486] [ 0.6137418 0.42382918 0.6723044 0.53405486 0.42151471] [ 0.543472 0.50491149 0.46236012 0.47688711 0.39811304] [ 0.12212634 0.60915063 0.47287559 0.83938199 0.63216735] [ 0.87084133 0.31445408 0.5815767 0.19302501 0.43550657] [ 0.61188202 0.40670889 0.62192983 0.41509257 0.48367822] [ 0.7271099 0.32076736 0.56752941 0.32649747 0.50963605] [ 0.56968154 0.38912239 0.51375841 0.41310302 0.47299318] [ 0.64353939 0.52822584 0.52472365 0.35667867 0.54838175] [ 0.26008893 0.69648388 0.23556834 0.79989617 0.47156677] [ 0.35338901 0.49394989 0.48222433 0.6068526 0.40197238] [ 0.25671103 0.67316261 0.46407382 0.77352992 0.4010571 ] [ 0.26963033 0.5419231 0.57305183 0.78530601 0.62369948] [ 0.78572361 0.4329459 0.41629754 0.33915993 0.33387084] [ 0.71337173 0.36980656 0.43733647 0.51591095 0.3760202 ] [ 0.5632771 0.43934712 0.46949522 0.42047297 0.40018701] [ 0.57983241 0.40884572 0.5798823 0.34513866 0.53645775] [ 0.72593617 0.49705123 0.50191548 0.32907923 0.51959282] [ 0.64320905 0.50183726 0.43731002 0.34258907 0.42862468] [ 0.72064544 0.43759543 0.62459583 0.27526493 0.46696172] [ 0.89451978 0.3778655 0.44294348 0.15512854 0.26232311] [ 0.22897294 0.69757704 0.34131569 0.80782052 0.57731215] [ 0.69044488 0.47719308 0.2786039 0.38344441 0.37064654] [ 0.26352246 0.64327788 0.39818761 0.84086239 0.58436622] [ 0.14447347 0.58552881 0.3843127 0.86697998 0.43691566] [ 0.34394616 0.57319517 0.38843701 0.81206125 0.51545304] [ 0.48751638 0.36241529 0.60221007 0.56952774 0.37307341] [ 0.31753821 0.44175 0.40813924 0.73431779 0.51762639] [ 0.77054153 0.53843105 0.55163578 0.32133021 0.40603999] [ 0.69201055 0.54876592 0.40401271 0.46698271 0.43699872] [ 0.26914191 0.61164569 0.49984764 0.85101972 0.58262251] [ 0.80562596 0.33691754 0.52237159 0.1910101 0.43864102] [ 0.30610432 0.67621908 0.44640768 0.68738317 0.46159172] [ 0.75840346 0.53949039 0.50056848 0.41581724 0.39096598] [ 0.55278689 0.47154693 0.49498624 0.58819871 0.41782137] [ 0.2595805 0.65422107 0.41894901 0.6339729 0.55750281] [ 0.40429629 0.55511295 0.54210259 0.6546176 0.41455243] [ 0.53320689 0.59840882 0.62031354 0.568879 0.45291031] [ 0.56369355 0.39900903 0.51713574 0.4788345 0.39781112] [ 0.36265993 0.45453922 0.52573694 0.77079345 0.46411173] [ 0.45147167 0.37193814 0.43662799 0.59843498 0.49254087] [ 0.69169764 0.47380006 0.44446208 0.45354917 0.49182881] [ 0.39657361 0.39137787 0.5641997 0.48666705 0.50844952] [ 0.73143153 0.45552025 0.49318502 0.3983467 0.3579473 ] [ 0.51695938 0.38175175 0.49289512 0.49078765 0.40133213] [ 0.88586668 0.38283932 0.48195207 0.25058996 0.25533591] [ 0.57826804 0.39509686 0.41465105 0.61591893 0.41010382] [ 0.80146622 0.29821608 0.46713779 0.33868292 0.3141119 ] [ 0.54221623 0.57636174 0.51609644 0.54996594 0.39172878] [ 0.82501149 0.71019761 0.47762121 0.47761633 0.37975516] [ 0.46818739 0.43139378 0.59813881 0.6663607 0.49470283] [ 0.62843549 0.42383209 0.50935302 0.44618806 0.49529528] [ 0.50600679 0.46139058 0.47756971 0.4343819 0.46521828] [ 0.42754926 0.41772568 0.47962751 0.62300666 0.43136283] [ 0.41475822 0.57554155 0.44095548 0.58081903 0.40906927] [ 0.30014823 0.49375126 0.38628686 0.79050348 0.47150545] [ 0.56939444 0.44614346 0.53593719 0.30529823 0.38874146] Progress: 18.1% ... Training loss: 0.662 ... Validation loss: 1.158[ 0.10157972 0.57322403 0.42625538 0.84552336 0.45678469] [ 0.27008216 0.56916268 0.41808583 0.76661618 0.41684806] [ 0.56526143 0.62018983 0.50807913 0.5036478 0.48530296] [ 0.25224075 0.62837643 0.27875655 0.66495002 0.42482018] [ 0.51670142 0.52127997 0.40187982 0.47929272 0.37473682] [ 0.3308462 0.427123 0.56234512 0.55849619 0.48194679] [ 0.77607783 0.4718063 0.4353161 0.17650983 0.33887418] [ 0.59858042 0.39215006 0.44314818 0.56258365 0.54614416] [ 0.81950432 0.23592204 0.41240515 0.22885615 0.28953877] [ 0.42505469 0.61257456 0.44359798 0.70823215 0.45040008] [ 0.36060282 0.55650239 0.40235629 0.50892111 0.59522704] [ 0.81677282 0.48555632 0.51462887 0.39905511 0.33138134] [ 0.61060049 0.52118322 0.56236205 0.37267281 0.3719039 ] [ 0.38887943 0.48703083 0.60562105 0.71940675 0.50886755] [ 0.15694951 0.53584426 0.37587821 0.87569871 0.42021245] [ 0.5089181 0.5230113 0.49999899 0.60524026 0.35691424] [ 0.26896019 0.605865 0.5105363 0.82846409 0.4404888 ] [ 0.50703267 0.53262036 0.57654128 0.45341758 0.34897605] [ 0.54651015 0.56096812 0.51849322 0.64563574 0.34366864] [ 0.78349167 0.34092327 0.50387495 0.19139407 0.38612414] [ 0.76908924 0.47938139 0.45328048 0.37514459 0.40470184] [ 0.85276309 0.41208331 0.59193258 0.15455837 0.39279607] [ 0.15328655 0.69094829 0.32219284 0.89081341 0.4307197 ] [ 0.16021597 0.61507267 0.50259564 0.86425993 0.44164443] [ 0.33011047 0.62413239 0.37832442 0.72694801 0.48040858] [ 0.47705011 0.59931042 0.49997985 0.50907618 0.48111204] [ 0.53255839 0.34559362 0.54537446 0.44881399 0.37854211] [ 0.78839523 0.30149108 0.52339548 0.31462137 0.38296655] [ 0.51137216 0.45965789 0.61832742 0.32045128 0.57124972] [ 0.78075744 0.34534121 0.52259559 0.20556642 0.40027855] [ 0.27583251 0.61681003 0.49544029 0.75902126 0.53067473] [ 0.18571549 0.59742063 0.33894369 0.82320758 0.51954322] [ 0.25894507 0.49855441 0.3699093 0.86695764 0.50887084] [ 0.7721397 0.49727329 0.54151554 0.23231214 0.47729392] [ 0.7362595 0.650662 0.3865932 0.41994449 0.40514986] [ 0.14080944 0.63079647 0.4738882 0.76847467 0.50624415] [ 0.56588397 0.35428013 0.61462715 0.296915 0.47918484] [ 0.88899449 0.3149721 0.60421331 0.16849311 0.38505241] [ 0.14582687 0.56156791 0.51660619 0.90668006 0.51455186] [ 0.43282479 0.45988761 0.66489168 0.61631522 0.46650509] [ 0.42811126 0.55854501 0.46027977 0.76793564 0.43423248] [ 0.46595668 0.56647096 0.47812412 0.69102583 0.33068541] [ 0.74722171 0.41884507 0.61280745 0.33508822 0.4414712 ] [ 0.34060968 0.46648867 0.48147036 0.5606435 0.5731865 ] [ 0.59053028 0.58525498 0.47366324 0.6045214 0.38629468] [ 0.63349592 0.32288566 0.58914323 0.4008287 0.28824868] [ 0.20174608 0.58956875 0.39212079 0.83990342 0.56703613] [ 0.47004746 0.43151485 0.49364964 0.53654666 0.4014671 ] [ 0.62506339 0.46155559 0.3419789 0.56360029 0.4633762 ] [ 0.54611302 0.44889072 0.6265141 0.51633527 0.46545335] [ 0.46598294 0.63442814 0.3433787 0.53835842 0.35839201] [ 0.59409325 0.57399169 0.35563484 0.54569563 0.33436721] [ 0.55332049 0.63767033 0.31319393 0.48651621 0.41477016] [ 0.40304878 0.49486314 0.56652243 0.61743182 0.42375932] [ 0.70384311 0.557185 0.65669611 0.48860716 0.44345186] [ 0.61344577 0.41305655 0.58667427 0.39655336 0.48344902] [ 0.27163536 0.57155427 0.37949164 0.74178066 0.56541121] [ 0.44414921 0.64541264 0.38642091 0.74764161 0.45179817] [ 0.47784687 0.41372819 0.61248909 0.53927424 0.39482371] [ 0.36213398 0.54944896 0.44514589 0.72562184 0.58738842] [ 0.73125975 0.33744359 0.56010076 0.18508949 0.45785429] [ 0.45921102 0.58957926 0.40172904 0.64536807 0.39072926] [ 0.67498902 0.53618284 0.4192849 0.42309157 0.36062824] [ 0.3706855 0.43313742 0.50223352 0.68109704 0.38771351] [ 0.78457317 0.42888192 0.29628209 0.36331341 0.3720291 ] [ 0.56013284 0.44301762 0.53015271 0.62999662 0.46816702] [ 0.23857911 0.71412322 0.23385931 0.89093186 0.46555962] [ 0.07144559 0.49685647 0.40489183 0.92481281 0.60128637] [ 0.63119792 0.34308787 0.52796288 0.44485454 0.43436133] [ 0.7821437 0.44024529 0.49671997 0.22186819 0.41081424] [ 0.28395631 0.60945805 0.41638247 0.71358518 0.49095592] [ 0.5177798 0.54221878 0.53436257 0.54389846 0.3388737 ] [ 0.4170075 0.40011863 0.5015124 0.57404028 0.40777829] [ 0.70854476 0.42638348 0.4511334 0.35746869 0.52444204] [ 0.33114817 0.53175578 0.59093477 0.82594771 0.43902034] [ 0.49126542 0.63534311 0.31416681 0.40694227 0.43213351] [ 0.17154885 0.58687703 0.49636974 0.83889689 0.58502487] [ 0.56449079 0.48408345 0.45498564 0.68166107 0.2899542 ] [ 0.32118429 0.62644113 0.48202957 0.68897619 0.59080686] [ 0.75737504 0.42664941 0.51881813 0.42675611 0.38990893] [ 0.38364274 0.449354 0.54410566 0.48550228 0.5417575 ] [ 0.3059094 0.68699832 0.38172324 0.80689518 0.57457007] [ 0.50117312 0.52322159 0.3659884 0.44022332 0.37260338] [ 0.72458192 0.34002002 0.51651401 0.36113236 0.41421212] [ 0.15601996 0.61077211 0.47715243 0.87847252 0.44674409] [ 0.7810011 0.34388253 0.49250654 0.1492292 0.34109357] [ 0.68202556 0.40139598 0.47517626 0.31555665 0.49118716] [ 0.81606515 0.44876044 0.45577486 0.43736709 0.37860438] [ 0.20982189 0.66778894 0.36685571 0.8359921 0.54570515] [ 0.71825463 0.31235967 0.64822434 0.23752198 0.52784627] [ 0.24463391 0.48225231 0.43247371 0.79936531 0.55847132] [ 0.38022757 0.43909643 0.55208606 0.52798761 0.49068676] [ 0.26386301 0.65554519 0.38120987 0.80057608 0.54423521] [ 0.31317901 0.61560253 0.36271391 0.78135031 0.45185578] [ 0.43402667 0.62650184 0.40005477 0.71742099 0.33595032] [ 0.22034128 0.60077991 0.52953776 0.8426298 0.52298306] [ 0.655577 0.41329448 0.53952041 0.26271651 0.46714625] [ 0.91542736 0.29589153 0.55648429 0.08266809 0.27537247] [ 0.40256017 0.42386146 0.54652417 0.53455268 0.52549582] [ 0.72887213 0.56415908 0.50157939 0.37182395 0.42227629] [ 0.32752564 0.47143654 0.41054671 0.77769736 0.44901352] [ 0.59232259 0.4775779 0.4966901 0.43595516 0.33567321] [ 0.62572303 0.40467849 0.43974005 0.69826611 0.28075379] [ 0.41171924 0.66529047 0.40211227 0.79738109 0.519503 ] [ 0.53274807 0.5414067 0.45409883 0.54074718 0.47675728] [ 0.39830291 0.48127672 0.48726628 0.81604379 0.47348306] [ 0.61758195 0.42151653 0.65126252 0.3617314 0.50824942] [ 0.5328058 0.3386093 0.65175611 0.59959501 0.3698549 ] [ 0.34166569 0.43450026 0.50341741 0.57118346 0.45402994] [ 0.50813212 0.3913776 0.47947345 0.40617953 0.64458029] [ 0.43480355 0.48735854 0.5529135 0.49934352 0.51497211] [ 0.26525515 0.60024425 0.4820688 0.80853708 0.5148614 ] [ 0.74925202 0.55664398 0.4560444 0.37127311 0.46463369] [ 0.7622887 0.27007841 0.52250271 0.3066673 0.43663241] [ 0.65280619 0.47554194 0.54525483 0.54553994 0.41296695] [ 0.18259209 0.56970841 0.42429586 0.87910403 0.46803468] [ 0.67163886 0.48638341 0.67820818 0.46354302 0.43561351] [ 0.76872742 0.40570093 0.48632713 0.23417422 0.36275324] [ 0.86515185 0.27551088 0.54530223 0.13827658 0.37369412] [ 0.60551008 0.40609166 0.45332832 0.36533624 0.38002599] [ 0.52288921 0.53692128 0.57509948 0.50874517 0.6184309 ] [ 0.77930756 0.47373406 0.49809296 0.24798296 0.38837337] [ 0.45466569 0.51943634 0.33477476 0.53860709 0.45113225] [ 0.55087598 0.7026777 0.32825347 0.6918149 0.50245495] [ 0.47248027 0.42349627 0.44473582 0.71378476 0.32551039] [ 0.2620523 0.55245882 0.61209536 0.77606244 0.50486287] [ 0.39723482 0.59953268 0.54954606 0.61159725 0.47335571] [ 0.61844638 0.4087585 0.39637858 0.47784369 0.6101259 ] Progress: 18.2% ... Training loss: 0.661 ... Validation loss: 1.160[ 0.6832854 0.4593702 0.56515104 0.41837493 0.38544586] [ 0.78325832 0.48299364 0.44298832 0.24624422 0.38448849] [ 0.06754033 0.51963693 0.50053222 0.87109504 0.64620978] [ 0.34916786 0.49253415 0.52588614 0.71911284 0.65414372] [ 0.37320334 0.44539848 0.53879514 0.69176601 0.5919067 ] [ 0.72723032 0.41556366 0.48971958 0.29366621 0.49422737] [ 0.30709579 0.52695977 0.5791336 0.75834148 0.40338099] [ 0.47696365 0.60535517 0.46652039 0.66729304 0.52831539] [ 0.74162211 0.43300401 0.52475428 0.42548004 0.32183082] [ 0.69112591 0.42467365 0.53845642 0.34290312 0.57494596] [ 0.35966056 0.56488026 0.45109078 0.70409325 0.35989793] [ 0.67855003 0.54163848 0.49677046 0.57546769 0.39494702] [ 0.30622059 0.45625803 0.49559489 0.80918219 0.46475453] [ 0.19246978 0.63403685 0.48559165 0.65162723 0.47986365] [ 0.77817032 0.43380608 0.54354004 0.30499845 0.43774025] [ 0.41971086 0.30793626 0.53454572 0.55476714 0.62521599] [ 0.46440315 0.56637855 0.39768417 0.51648151 0.4869398 ] [ 0.67335599 0.38615887 0.62635523 0.26718726 0.49234698] [ 0.29706074 0.49866463 0.53229462 0.79684615 0.38786097] [ 0.63844573 0.44390497 0.65144129 0.45661776 0.34416535] [ 0.60868398 0.51751445 0.43676645 0.54928959 0.36844829] [ 0.34384429 0.50816347 0.55416439 0.70181534 0.51931085] [ 0.89087256 0.37483967 0.56890969 0.32106995 0.33545853] [ 0.53935392 0.40306837 0.56674089 0.5114772 0.47353196] [ 0.37519579 0.53700575 0.51342781 0.58398395 0.41732426] [ 0.69554599 0.46580161 0.41663589 0.42845681 0.47366625] [ 0.29629325 0.51894473 0.45586513 0.77010656 0.40159405] [ 0.13729349 0.53589635 0.40380541 0.8609655 0.45387537] [ 0.30230309 0.479063 0.50870595 0.65022549 0.44601844] [ 0.27970359 0.6180233 0.50309197 0.80442844 0.56590785] [ 0.74982871 0.50915903 0.56966118 0.16358411 0.45066109] [ 0.39013068 0.53147609 0.46497685 0.51862144 0.44869698] [ 0.55311695 0.47885091 0.57579274 0.52781016 0.42040314] [ 0.51439935 0.42565399 0.53760133 0.62196183 0.33189781] [ 0.65791674 0.40517586 0.51076129 0.39386315 0.44920552] [ 0.81125519 0.27130195 0.56611155 0.19936985 0.41426636] [ 0.40373285 0.60444049 0.45828787 0.73315316 0.44038465] [ 0.79679516 0.40364241 0.63878993 0.33404317 0.41935567] [ 0.37487687 0.58726502 0.54635235 0.63290986 0.46609425] [ 0.23258931 0.42286769 0.41131128 0.79455629 0.40751057] [ 0.76730444 0.45629182 0.50147829 0.31751373 0.38238224] [ 0.24517215 0.6353282 0.35463655 0.8841852 0.50094711] [ 0.19924595 0.57042381 0.55245545 0.75547815 0.55377897] [ 0.27951964 0.54183626 0.58507317 0.77089038 0.46745806] [ 0.6233274 0.4706175 0.36925029 0.40329456 0.40378364] [ 0.8711679 0.40901914 0.4317309 0.18487638 0.25667701] [ 0.14407355 0.58604843 0.38412681 0.86723872 0.43712566] [ 0.63424621 0.48801044 0.51519554 0.39282442 0.30340623] [ 0.49152142 0.5153789 0.38142998 0.67520664 0.36515082] [ 0.20793295 0.55525512 0.49109476 0.66697663 0.45761036] [ 0.3845431 0.38518925 0.51718077 0.70251156 0.43138299] [ 0.74350435 0.47528618 0.4827223 0.42938542 0.35513461] [ 0.11708204 0.51145137 0.47412599 0.87485993 0.52504848] [ 0.53099966 0.54660939 0.55348374 0.49608212 0.50119818] [ 0.43799823 0.53753265 0.33884218 0.6844352 0.46358434] [ 0.73861415 0.31168696 0.64379398 0.25069923 0.34939791] [ 0.64852372 0.49544372 0.59768714 0.22239503 0.46471492] [ 0.74705275 0.34750667 0.55674819 0.29728291 0.34479475] [ 0.35079139 0.63351523 0.33202892 0.80642363 0.61291831] [ 0.71690622 0.3932872 0.54027543 0.12374005 0.50917761] [ 0.66759927 0.589726 0.42447856 0.64567819 0.36324947] [ 0.72651959 0.35387929 0.56316517 0.24290883 0.41503168] [ 0.88938938 0.34761885 0.50688495 0.1403729 0.35826003] [ 0.12859432 0.61458839 0.3391093 0.89810237 0.46203045] [ 0.40738377 0.48905583 0.46968344 0.56282209 0.45814222] [ 0.53560587 0.55874206 0.40243464 0.53519973 0.3411723 ] [ 0.41634907 0.5892783 0.46752839 0.69307566 0.38220687] [ 0.5426526 0.39954158 0.46822236 0.67217298 0.45437717] [ 0.71470358 0.33010589 0.50401012 0.24965717 0.43732466] [ 0.52980608 0.50234168 0.54805434 0.43725508 0.35345096] [ 0.5626761 0.47090486 0.5963724 0.49638302 0.4207883 ] [ 0.38855786 0.50413964 0.50179422 0.72676463 0.3590417 ] [ 0.60766318 0.38518614 0.58435774 0.25626414 0.56287057] [ 0.201817 0.64332622 0.34895011 0.76053787 0.55148696] [ 0.17966835 0.59887797 0.45585828 0.89631924 0.38251071] [ 0.63829609 0.48244497 0.46689018 0.56036078 0.27623531] [ 0.40425347 0.57890193 0.59664531 0.65202945 0.43355406] [ 0.71535728 0.42243758 0.46139084 0.19522594 0.38725919] [ 0.23284574 0.44515275 0.53242984 0.75515111 0.48781227] [ 0.3180758 0.55896493 0.52846152 0.7711431 0.53217964] [ 0.63936707 0.37771652 0.54812147 0.39049737 0.44260148] [ 0.41902155 0.48804632 0.54491188 0.73844491 0.41609746] [ 0.57848399 0.45148834 0.62963346 0.64959713 0.31116731] [ 0.59593843 0.43687385 0.37803414 0.47891246 0.57635443] [ 0.60805219 0.39032222 0.66110428 0.46105313 0.38419177] [ 0.46591797 0.486259 0.60598063 0.43552204 0.45598307] [ 0.44963554 0.59425242 0.55234319 0.74090195 0.53178667] [ 0.68363018 0.55211864 0.49307404 0.57750348 0.33960198] [ 0.21981597 0.43385234 0.42499172 0.82916848 0.48129478] [ 0.58230973 0.36067399 0.61076363 0.49137875 0.44848972] [ 0.60049695 0.5034987 0.54613783 0.47384127 0.4210578 ] [ 0.42809959 0.41732174 0.60804356 0.62326778 0.35361327] [ 0.56167295 0.5782191 0.54242316 0.41895318 0.46074153] [ 0.57117473 0.4627792 0.69723865 0.50867188 0.43998528] [ 0.37735727 0.49431725 0.49884016 0.60962382 0.36925426] [ 0.21976777 0.50876521 0.45452259 0.86833398 0.40223025] [ 0.18472376 0.55028326 0.56143669 0.84389179 0.57882761] [ 0.21209485 0.60968088 0.56652041 0.8435288 0.48783982] [ 0.20877779 0.55582506 0.41759586 0.73310465 0.47967786] [ 0.75051006 0.36746689 0.59065407 0.22949427 0.41225916] [ 0.78129012 0.4310538 0.57290948 0.2082071 0.46135808] [ 0.7896577 0.26206349 0.53454442 0.32611758 0.33601739] [ 0.82184855 0.41068776 0.57144704 0.22267526 0.43196012] [ 0.47421105 0.42174499 0.40406151 0.57197952 0.5773062 ] [ 0.73583393 0.34495696 0.52935804 0.36460365 0.47253117] [ 0.4605491 0.57338502 0.54625104 0.48402605 0.66413478] [ 0.43041104 0.5256214 0.61091374 0.81029388 0.44193401] [ 0.38721817 0.58490943 0.47172775 0.71465574 0.60947273] [ 0.24996021 0.5927656 0.30264808 0.86556969 0.51329888] [ 0.57030555 0.45240523 0.62427204 0.39526983 0.51554689] [ 0.37874438 0.54820984 0.41234844 0.60728108 0.49180025] [ 0.68848993 0.48540382 0.4288055 0.34515766 0.40023306] [ 0.66437658 0.39259285 0.49793362 0.28176602 0.45478168] [ 0.16687857 0.51301671 0.46219255 0.91136273 0.60978587] [ 0.25162753 0.50194215 0.51495885 0.62217458 0.60246253] [ 0.30812181 0.47861051 0.49062444 0.70447925 0.51452569] [ 0.38023828 0.54401389 0.33681322 0.69905594 0.47505235] [ 0.65398978 0.35343788 0.5335606 0.56400722 0.39690304] [ 0.41853107 0.45583981 0.48134592 0.75210337 0.29748494] [ 0.40779932 0.42949732 0.59595053 0.65192836 0.46025165] [ 0.52169968 0.47580806 0.62870944 0.40769912 0.47467959] [ 0.80744241 0.40237271 0.57129108 0.18629677 0.31581803] [ 0.75887187 0.36424811 0.43498338 0.18538952 0.34130413] [ 0.26832473 0.53216195 0.56666732 0.69555433 0.49066466] [ 0.53970695 0.45139918 0.50093589 0.50579244 0.37528994] [ 0.29160521 0.57539332 0.6489443 0.69020856 0.53528763] [ 0.7840333 0.34062665 0.50401038 0.19106044 0.38600111] [ 0.42204527 0.3946797 0.40024334 0.64619184 0.54446071] Progress: 18.2% ... Training loss: 0.661 ... Validation loss: 1.158[ 0.42272887 0.46539052 0.53807703 0.80718066 0.43542759] [ 0.59300865 0.57562042 0.56621128 0.52956191 0.50447649] [ 0.20431464 0.53410334 0.61473875 0.72955135 0.5512191 ] [ 0.31668555 0.50384556 0.40863552 0.64310029 0.57838665] [ 0.25448135 0.47381626 0.68288546 0.7949157 0.4662481 ] [ 0.53640811 0.54953904 0.34490794 0.66830888 0.2454687 ] [ 0.54092889 0.57567782 0.53861788 0.51569262 0.37502308] [ 0.72572095 0.40132075 0.4594516 0.48148541 0.39078245] [ 0.74275567 0.47787003 0.58951936 0.17863545 0.52637923] [ 0.35284601 0.40347489 0.4727923 0.8030577 0.46648587] [ 0.72564064 0.36919959 0.48926852 0.33947346 0.54587122] [ 0.5923412 0.30598021 0.60873081 0.40601427 0.33819777] [ 0.66700591 0.56776088 0.59489186 0.37409842 0.4357433 ] [ 0.42481782 0.34506935 0.6673501 0.65591581 0.48978543] [ 0.3667948 0.58923823 0.61281197 0.66283662 0.54841059] [ 0.84053954 0.55102444 0.44243819 0.30843271 0.41734996] [ 0.31334572 0.45553335 0.41201066 0.87031399 0.43911938] [ 0.36346818 0.34109242 0.50434378 0.66687127 0.41052477] [ 0.23402285 0.49094405 0.43367446 0.80760527 0.64261363] [ 0.2033706 0.61049054 0.52992116 0.85315206 0.48482985] [ 0.1936879 0.63597555 0.52328735 0.6301034 0.54442238] [ 0.59516722 0.59572156 0.52290377 0.45402882 0.39444216] [ 0.38699565 0.57629875 0.46881306 0.59167605 0.65643488] [ 0.43816096 0.68483908 0.54765477 0.64895424 0.57910804] [ 0.42990665 0.49046725 0.54141188 0.49542505 0.5320962 ] [ 0.72281348 0.43269976 0.6221234 0.30891125 0.46920646] [ 0.17545722 0.55378487 0.58179646 0.89150847 0.58138675] [ 0.37472922 0.55618533 0.58162234 0.56541215 0.52738885] [ 0.45653684 0.52036395 0.47391563 0.62262324 0.38739017] [ 0.15067032 0.61483701 0.38154007 0.86029196 0.51046913] [ 0.65732352 0.56775304 0.46271116 0.29985905 0.33580974] [ 0.76079161 0.41933797 0.463673 0.17609038 0.30209356] [ 0.30135417 0.62367764 0.47964584 0.78813578 0.59883634] [ 0.4599451 0.64545515 0.44294188 0.55946795 0.41233875] [ 0.57577985 0.56811223 0.3034914 0.66472368 0.33363507] [ 0.80156095 0.47197719 0.533649 0.2825192 0.36479265] [ 0.13351816 0.62115846 0.414727 0.88272839 0.56399503] [ 0.29411999 0.59944075 0.50703385 0.68621172 0.60443729] [ 0.54544924 0.57258168 0.45816543 0.54425801 0.520022 ] [ 0.34854524 0.57998712 0.4967013 0.68137704 0.58258818] [ 0.88927662 0.44675419 0.51814553 0.21973376 0.36063267] [ 0.75225182 0.30515445 0.59372198 0.36157843 0.46211072] [ 0.50993909 0.43186571 0.56997205 0.52595851 0.4747303 ] [ 0.85198526 0.28603866 0.37756534 0.23583828 0.27894525] [ 0.33935283 0.56148471 0.35690523 0.77845438 0.4463866 ] [ 0.29089042 0.56473718 0.5164615 0.82146587 0.48469084] [ 0.5770319 0.43085849 0.48042022 0.46897405 0.44450632] [ 0.52980565 0.50194052 0.37627647 0.6594993 0.3808293 ] [ 0.44117039 0.51090191 0.51769034 0.7371009 0.40306925] [ 0.53170836 0.3702752 0.51957161 0.49215307 0.48164966] [ 0.61962694 0.55032128 0.42098982 0.46995999 0.34956918] [ 0.38804024 0.48652079 0.56711217 0.6620791 0.4466618 ] [ 0.59938608 0.44653392 0.44497628 0.54312457 0.5491888 ] [ 0.22688817 0.50897348 0.48721783 0.7927917 0.38662876] [ 0.4863994 0.4723823 0.57934687 0.62479008 0.47930498] [ 0.38665922 0.45895381 0.37144703 0.69259888 0.44436198] [ 0.72993305 0.50838589 0.42930784 0.31818174 0.3343136 ] [ 0.68784844 0.53800399 0.49385469 0.34843316 0.38265006] [ 0.79959356 0.33927392 0.53063194 0.2437591 0.42787374] [ 0.27412771 0.58224678 0.34286047 0.7970123 0.49520337] [ 0.7894456 0.48312712 0.55796535 0.34587949 0.4309434 ] [ 0.46338331 0.57560002 0.36044394 0.55432504 0.42605702] [ 0.62588578 0.5243116 0.57745969 0.45371523 0.54268336] [ 0.47311311 0.48487049 0.49663726 0.47935908 0.37668869] [ 0.54702319 0.48797757 0.45354987 0.41410379 0.42030563] [ 0.19128153 0.54707988 0.48722485 0.81819594 0.56344824] [ 0.48019363 0.46143839 0.59446247 0.70508716 0.33187437] [ 0.72950465 0.47288933 0.47282235 0.2846756 0.39261014] [ 0.86974583 0.34301848 0.59704051 0.12298599 0.25323455] [ 0.76593809 0.38275476 0.42774721 0.46846324 0.41841932] [ 0.44084493 0.56152441 0.4594011 0.57434925 0.42539306] [ 0.52067668 0.59228713 0.32130836 0.57130799 0.3961306 ] [ 0.46283034 0.58243769 0.32557897 0.70358821 0.47930746] [ 0.44323847 0.46611745 0.48695099 0.55826166 0.61089494] [ 0.44208058 0.58950314 0.43848494 0.58176545 0.42408684] [ 0.43265468 0.37062659 0.50781886 0.63885383 0.43451012] [ 0.53457229 0.47362447 0.53729322 0.74859486 0.41208802] [ 0.15103987 0.59725589 0.48284001 0.86198317 0.55834316] [ 0.21956245 0.50898379 0.45443429 0.86842518 0.40231529] [ 0.6616872 0.32464016 0.43544498 0.66296699 0.39838919] [ 0.38301792 0.53855597 0.28987474 0.72850615 0.49753238] [ 0.56032401 0.60502371 0.57372182 0.54675738 0.49283183] [ 0.57598948 0.39793771 0.43208876 0.4682472 0.53405936] [ 0.89616152 0.37230509 0.61078723 0.30754138 0.42271514] [ 0.68311216 0.53082557 0.53907994 0.52496534 0.40144705] [ 0.45676955 0.38867499 0.44430174 0.73441769 0.56192811] [ 0.2766448 0.62851026 0.56670918 0.71194417 0.49962164] [ 0.60262049 0.53398247 0.56200771 0.27986053 0.47121581] [ 0.37865886 0.48998563 0.56150449 0.53075957 0.48956462] [ 0.13388672 0.69927837 0.42962641 0.94248336 0.62406563] [ 0.28182881 0.72927153 0.39898826 0.75592412 0.53490757] [ 0.43052811 0.60488513 0.40269466 0.49144022 0.5845967 ] [ 0.55248993 0.45507973 0.49188692 0.31760477 0.39500102] [ 0.42465905 0.61275626 0.44353799 0.70848093 0.45048044] [ 0.59357015 0.39724392 0.36386168 0.38037131 0.38694937] [ 0.26462164 0.54357452 0.39304712 0.73194758 0.37563147] [ 0.76886001 0.43778085 0.58704983 0.27313671 0.31806258] [ 0.38829865 0.5695953 0.42888006 0.57364436 0.45792475] [ 0.67227769 0.46794881 0.67515628 0.42206185 0.38603672] [ 0.54128038 0.51174902 0.43367432 0.32388525 0.50053324] [ 0.54104488 0.44147104 0.4549555 0.67603701 0.35136162] [ 0.84016737 0.38344028 0.666206 0.18685574 0.40470528] [ 0.37500272 0.4563604 0.48920158 0.69439349 0.43332355] [ 0.29229615 0.54411769 0.54435413 0.86762731 0.54557605] [ 0.63090248 0.40798504 0.56510732 0.24725372 0.5618764 ] [ 0.18206898 0.67608399 0.34378136 0.8728054 0.46048408] [ 0.25570775 0.53111453 0.5307744 0.76386981 0.34325491] [ 0.47346152 0.4797341 0.53880575 0.72624716 0.38788239] [ 0.71607285 0.34220516 0.41335824 0.18374778 0.39953528] [ 0.54525693 0.4532721 0.43911573 0.46453045 0.52854353] [ 0.72780524 0.50149141 0.54184104 0.3861933 0.49216054] [ 0.62509649 0.44539523 0.6047656 0.59372944 0.40862464] [ 0.18139462 0.51282538 0.40440789 0.66611991 0.68242378] [ 0.43887814 0.60429003 0.45060234 0.63360437 0.50502641] [ 0.32322913 0.54085656 0.60174004 0.70453513 0.55552096] [ 0.25151377 0.48227774 0.37711154 0.73499306 0.49235364] [ 0.4952985 0.45919084 0.31210526 0.70176007 0.45954691] [ 0.88395371 0.40449108 0.52848022 0.28504684 0.34857588] [ 0.71307082 0.26206985 0.39389712 0.27330191 0.42088181] [ 0.5432957 0.55571343 0.42166339 0.62926411 0.32839926] [ 0.69183801 0.39397361 0.4065551 0.32331717 0.41236561] [ 0.28434076 0.40586577 0.49968332 0.73876113 0.42807521] [ 0.60119865 0.38441135 0.50879111 0.5157402 0.48769418] [ 0.69248657 0.46438605 0.5064424 0.5295068 0.4590328 ] [ 0.854718 0.2917558 0.5341735 0.15892507 0.35598532] [ 0.54131414 0.42000328 0.48998176 0.34045504 0.4495466 ] [ 0.58819429 0.5916592 0.57737403 0.41427724 0.52314629] [ 0.25129506 0.65567639 0.41364921 0.72686499 0.4415058 ] Progress: 18.3% ... Training loss: 0.661 ... Validation loss: 1.159[ 0.4979688 0.5092196 0.51868795 0.71393002 0.30972894] [ 0.47367208 0.56670076 0.44423089 0.37260595 0.40211528] [ 0.17836413 0.4804485 0.4769728 0.83710307 0.53427562] [ 0.73642792 0.35255049 0.6068561 0.36348505 0.42120316] [ 0.0844575 0.53030085 0.34000132 0.89289326 0.56563067] [ 0.32994064 0.63617752 0.39954125 0.80802325 0.38323178] [ 0.56393145 0.5154645 0.56601023 0.53444537 0.46724949] [ 0.63076078 0.4383769 0.33678631 0.51244107 0.47199357] [ 0.37937658 0.50909661 0.42535061 0.84301562 0.55978523] [ 0.12198793 0.58188335 0.42706234 0.83737133 0.54351617] [ 0.0919709 0.56810871 0.42012694 0.86653711 0.47404655] [ 0.4694258 0.4692306 0.53478776 0.67574245 0.28501623] [ 0.79617442 0.37692872 0.5817935 0.34934274 0.41136735] [ 0.37294179 0.55794253 0.41374547 0.52418567 0.43204382] [ 0.62958162 0.37769941 0.46080945 0.48170951 0.50227416] [ 0.38790028 0.56977341 0.42882476 0.57383844 0.45798943] [ 0.80507611 0.4212432 0.36674367 0.2091265 0.31885551] [ 0.57340599 0.39588443 0.47950424 0.46001406 0.46343875] [ 0.08299347 0.57965551 0.36601217 0.92455113 0.49423468] [ 0.40842167 0.60088482 0.47608762 0.68570987 0.50668543] [ 0.75290701 0.51158534 0.42711614 0.38355475 0.42174862] [ 0.35339303 0.50128521 0.64400642 0.71119191 0.52230873] [ 0.27870206 0.56369679 0.50463387 0.65531969 0.47645356] [ 0.75929593 0.38762695 0.51656219 0.28771921 0.51604236] [ 0.62542869 0.4724826 0.56836875 0.68084294 0.41707312] [ 0.53704226 0.46550809 0.35716095 0.69103829 0.47963536] [ 0.14637401 0.7039032 0.45385938 0.86521792 0.61149178] [ 0.54133115 0.51175614 0.4336708 0.32379958 0.50054103] [ 0.47547473 0.42214546 0.6674202 0.61568836 0.47144244] [ 0.67262199 0.4938901 0.61136733 0.32839109 0.46485709] [ 0.38295211 0.75249136 0.38164312 0.72819653 0.42793392] [ 0.35872288 0.405953 0.4320736 0.64708927 0.4038318 ] [ 0.4385073 0.57223242 0.42149491 0.58830022 0.41737567] [ 0.53063883 0.50216287 0.54811753 0.43683295 0.35338466] [ 0.75055671 0.48528425 0.54104961 0.18973211 0.4206799 ] [ 0.3776341 0.50942087 0.57780889 0.66985272 0.41404149] [ 0.46818979 0.50406949 0.57604678 0.66795172 0.4030256 ] [ 0.62420318 0.42291732 0.61806534 0.41641467 0.3399712 ] [ 0.49142736 0.39296667 0.55974393 0.67272723 0.43479935] [ 0.3715607 0.47415894 0.44952426 0.60677432 0.37046111] [ 0.3173219 0.47823081 0.50576896 0.51433332 0.59573312] [ 0.52478078 0.48538092 0.55718334 0.48693076 0.42601572] [ 0.71038698 0.50339985 0.59156086 0.48832032 0.47480394] [ 0.77889141 0.25767963 0.48984924 0.2321345 0.41791952] [ 0.40858058 0.58488798 0.42643008 0.66543318 0.5387441 ] [ 0.55732777 0.26336749 0.45408698 0.4766315 0.41087964] [ 0.71338586 0.33033175 0.50568212 0.19275614 0.42075052] [ 0.44877478 0.54399218 0.48337341 0.69182337 0.52277826] [ 0.76793966 0.4926958 0.40571378 0.47885159 0.32923642] [ 0.72512537 0.4294554 0.42983833 0.36811519 0.49772941] [ 0.49586525 0.50516022 0.48366097 0.65569073 0.34618508] [ 0.16157146 0.67099083 0.3842604 0.79505083 0.51315033] [ 0.58224966 0.43564591 0.53315094 0.55891477 0.41947309] [ 0.32894125 0.3865587 0.48140433 0.67325826 0.61371559] [ 0.4082274 0.42795289 0.51423965 0.64670743 0.51387549] [ 0.42923495 0.6996569 0.35971336 0.66386645 0.47535929] [ 0.81049236 0.46350054 0.43877823 0.37554545 0.36764842] [ 0.61947489 0.33352322 0.50074518 0.33563111 0.54918316] [ 0.84039752 0.41389773 0.43066863 0.26265716 0.30260562] [ 0.51168481 0.36103159 0.6100779 0.63080106 0.46051106] [ 0.16610056 0.59338626 0.44151873 0.66824006 0.53774353] [ 0.4340345 0.50221447 0.41109151 0.58570368 0.44295288] [ 0.78131983 0.3437694 0.49255394 0.14903217 0.34104758] [ 0.82806301 0.43036536 0.47435259 0.30140244 0.38990306] [ 0.50773932 0.43064155 0.46900408 0.48374102 0.50951366] [ 0.60858227 0.45260826 0.483059 0.57376601 0.25634675] [ 0.42585366 0.5769807 0.50903691 0.45460345 0.60548388] [ 0.88973257 0.21510163 0.47174182 0.14846237 0.41792187] [ 0.54141085 0.41999866 0.48998505 0.34040546 0.44954185] [ 0.77415634 0.45026644 0.53188238 0.24552301 0.33200199] [ 0.59557857 0.61953378 0.48185171 0.48278931 0.35867327] [ 0.23412993 0.47187031 0.62355294 0.79570201 0.66824071] [ 0.77629146 0.37973829 0.58486531 0.40929712 0.42585749] [ 0.85360561 0.33544802 0.60117701 0.24316688 0.38344193] [ 0.67644317 0.4973204 0.32484398 0.50515736 0.34915885] [ 0.30806371 0.52555708 0.4273704 0.68541755 0.6337223 ] [ 0.4902312 0.67231623 0.41369615 0.68048756 0.43542006] [ 0.15436789 0.71515315 0.29449112 0.86799149 0.43907665] [ 0.75298637 0.41028974 0.4259934 0.38974611 0.46284673] [ 0.5610375 0.35189702 0.44819296 0.56247268 0.33085328] [ 0.64133073 0.50020365 0.45483 0.36670424 0.40368946] [ 0.45491106 0.49600197 0.5666714 0.71958607 0.34335581] [ 0.81546081 0.4603289 0.55885034 0.35503546 0.45210206] [ 0.51468859 0.44416714 0.51057406 0.44068811 0.40202805] [ 0.63059741 0.38977333 0.3661046 0.58510792 0.39646656] [ 0.82843464 0.45636332 0.54138244 0.19150814 0.40072976] [ 0.16676055 0.45898314 0.46952803 0.75515249 0.45440631] [ 0.58683082 0.53559198 0.431603 0.48330638 0.55005871] [ 0.71645361 0.42368739 0.50553936 0.41337558 0.39469363] [ 0.40107238 0.44354706 0.5022811 0.69021568 0.39338545] [ 0.15574625 0.58443705 0.4972609 0.87416794 0.50184093] [ 0.72474319 0.52561072 0.3278362 0.50011311 0.35046329] [ 0.83972601 0.29398761 0.49539174 0.27334996 0.38614589] [ 0.63977375 0.41408351 0.56392396 0.44348077 0.44909451] [ 0.65108704 0.50065191 0.58786863 0.46358638 0.45092002] [ 0.24660867 0.61362314 0.42336932 0.64342987 0.57727688] [ 0.62291491 0.32605175 0.56281013 0.40212964 0.40579769] [ 0.48199784 0.44781931 0.58372266 0.44127135 0.50787325] [ 0.13165733 0.65245149 0.46872465 0.91134875 0.6307039 ] [ 0.76862355 0.43797544 0.58697927 0.273259 0.31812734] [ 0.67211951 0.39600537 0.52947228 0.28812065 0.46102011] [ 0.54602542 0.34392447 0.50226416 0.64644779 0.30614644] [ 0.90444451 0.40824635 0.41184839 0.20549781 0.30888017] [ 0.28753292 0.46964525 0.54014913 0.75235861 0.43542804] [ 0.81474899 0.34077811 0.4601634 0.18344377 0.34545279] [ 0.48397285 0.5898934 0.48709999 0.6497729 0.40914817] [ 0.77466731 0.45739048 0.57527899 0.30308015 0.38905225] [ 0.82843464 0.45636332 0.54138244 0.19150814 0.40072976] [ 0.60649552 0.41433344 0.53088003 0.34376317 0.45268771] [ 0.83874516 0.32776279 0.62407384 0.19419778 0.46572185] [ 0.52278021 0.40188327 0.63801428 0.74582471 0.39299748] [ 0.64846482 0.54063479 0.48935296 0.42873932 0.34938611] [ 0.36938531 0.4834478 0.54537894 0.4254209 0.62206149] [ 0.47957186 0.39773657 0.49612602 0.52824236 0.40102389] [ 0.76637185 0.59091574 0.45595162 0.3845977 0.49206798] [ 0.15178377 0.60890319 0.48565185 0.77126025 0.53936955] [ 0.57294343 0.40749217 0.43368209 0.43162271 0.48450047] [ 0.62984674 0.44818963 0.56708657 0.48052686 0.36673701] [ 0.37818353 0.37932434 0.54891805 0.45656881 0.64786628] [ 0.13997129 0.48620809 0.50485522 0.87589418 0.58343711] [ 0.43295305 0.47867952 0.46719571 0.52580038 0.33145288] [ 0.29210425 0.53788858 0.60791748 0.77973755 0.49523802] [ 0.52441101 0.50855649 0.52692376 0.41653598 0.55885424] [ 0.17023809 0.53663604 0.44447505 0.86812815 0.46131569] [ 0.78203628 0.50774126 0.50491291 0.3203106 0.47215612] [ 0.49213154 0.46675459 0.45018382 0.66762565 0.50982858] [ 0.77412257 0.47273559 0.29819789 0.42976101 0.30877625] [ 0.5761386 0.66569517 0.44137469 0.61831393 0.35451349] Progress: 18.4% ... Training loss: 0.660 ... Validation loss: 1.157[ 0.88904028 0.2851386 0.67326347 0.18194541 0.39036748] [ 0.67441539 0.49576962 0.6265578 0.37656254 0.36517272] [ 0.72005151 0.33443101 0.50089172 0.31688066 0.3198867 ] [ 0.69174591 0.50080303 0.49369858 0.45683541 0.38491934] [ 0.56567014 0.45946105 0.56560039 0.55124208 0.48065463] [ 0.71871489 0.48559399 0.51961988 0.44123641 0.35185497] [ 0.3842172 0.57857893 0.47893001 0.61503573 0.37653338] [ 0.64392119 0.37145656 0.5651379 0.46919651 0.39120991] [ 0.47461585 0.475048 0.45657002 0.65949052 0.57924863] [ 0.91591698 0.29517595 0.55679896 0.08229866 0.27510263] [ 0.24092919 0.60828464 0.32838259 0.73777022 0.49505749] [ 0.21931656 0.48883767 0.47576279 0.74393274 0.44407671] [ 0.09202278 0.47209819 0.41482306 0.89152736 0.60439807] [ 0.37601086 0.51022856 0.57750994 0.67079047 0.41431683] [ 0.71402872 0.46980429 0.43318324 0.29128973 0.31072933] [ 0.18150336 0.53642765 0.43055151 0.90094687 0.61225553] [ 0.74377239 0.43198069 0.62072577 0.28081208 0.38032796] [ 0.09771839 0.36726918 0.54417075 0.87749535 0.59396104] [ 0.41355834 0.51870578 0.57395725 0.68324791 0.5835832 ] [ 0.6923297 0.43518105 0.50414277 0.16939142 0.37185826] [ 0.1010563 0.59343097 0.36587126 0.87514385 0.47671096] [ 0.71577758 0.27004382 0.60654787 0.3604989 0.4236384 ] [ 0.35179076 0.59340088 0.56244842 0.69198107 0.54954546] [ 0.26305712 0.67262244 0.44852701 0.66153597 0.48113347] [ 0.22643834 0.70879377 0.30986713 0.74828485 0.49770553] [ 0.56750666 0.4836969 0.62900565 0.36005174 0.41650567] [ 0.77592264 0.471864 0.43529414 0.17649232 0.33889892] [ 0.3669595 0.6418912 0.31655419 0.59345346 0.45661462] [ 0.36979764 0.44778212 0.68672165 0.59579537 0.51635438] [ 0.61857446 0.61454632 0.42860581 0.53226363 0.39764017] [ 0.61499691 0.42265759 0.55525435 0.54224116 0.48901798] [ 0.60476214 0.47584463 0.6278938 0.62811658 0.42491536] [ 0.82144252 0.4568058 0.49273228 0.4019791 0.37940461] [ 0.87793321 0.32825622 0.57297309 0.17293798 0.42910475] [ 0.64456689 0.41787647 0.49638362 0.47123535 0.40985887] [ 0.24596248 0.44759999 0.44773209 0.85489849 0.49943165] [ 0.43830479 0.39975552 0.47978444 0.45927565 0.55091468] [ 0.31216267 0.6940288 0.37553548 0.8296693 0.45248352] [ 0.79613109 0.46852934 0.36219957 0.32139412 0.33195836] [ 0.74936494 0.51151474 0.3383151 0.3322418 0.31306534] [ 0.28014405 0.58977253 0.42196379 0.63505593 0.50114184] [ 0.59630596 0.41179948 0.44764169 0.39656386 0.59210034] [ 0.21050438 0.61703103 0.42299102 0.85040476 0.4286757 ] [ 0.65594788 0.44371457 0.5151665 0.45079348 0.46329783] [ 0.309481 0.52460925 0.40451763 0.72438607 0.41327073] [ 0.12182862 0.57274566 0.41989478 0.8188982 0.51643048] [ 0.15681995 0.53646649 0.3756737 0.87590039 0.42043016] [ 0.87516789 0.44153958 0.48959424 0.35804371 0.35995556] [ 0.65235653 0.59165679 0.57163029 0.54550656 0.42388468] [ 0.16301551 0.57129941 0.52103891 0.85230056 0.58966388] [ 0.32998557 0.49049681 0.50989701 0.67831871 0.58612914] [ 0.45119653 0.66147586 0.37796348 0.69134406 0.49379203] [ 0.30075226 0.54485692 0.49528729 0.76949339 0.50811708] [ 0.44933625 0.48312332 0.54743835 0.48399242 0.43403571] [ 0.41203113 0.40824607 0.37738585 0.79893545 0.36873421] [ 0.27847574 0.5350015 0.541258 0.80618918 0.37532416] [ 0.57591525 0.41857541 0.577675 0.50536636 0.39210376] [ 0.15583355 0.70230957 0.31473233 0.80026179 0.54434771] [ 0.41503869 0.55358899 0.47252237 0.52310694 0.40639576] [ 0.47671417 0.60454943 0.32449466 0.44198662 0.46693142] [ 0.54842379 0.37706252 0.43674102 0.55607538 0.51012496] [ 0.52936851 0.47379222 0.59746871 0.45834547 0.55149551] [ 0.63716633 0.56920744 0.52553792 0.34976872 0.54004748] [ 0.12173414 0.58234765 0.38990504 0.91845852 0.48329094] [ 0.70753234 0.44712516 0.44265977 0.42074715 0.34710458] [ 0.54892938 0.40183246 0.45140628 0.58823466 0.45714787] [ 0.75429997 0.36000956 0.42462745 0.22495723 0.30132602] [ 0.30651315 0.58943976 0.35059591 0.50663122 0.50573095] [ 0.57492106 0.45014108 0.60946321 0.34225107 0.52230422] [ 0.19555712 0.55883779 0.36024045 0.72673724 0.41645828] [ 0.36966452 0.66294531 0.40142217 0.61830382 0.50931232] [ 0.74897599 0.48878311 0.50882716 0.3841965 0.37648438] [ 0.21378741 0.50632911 0.52488276 0.71170299 0.45981463] [ 0.66275852 0.3926096 0.51331866 0.36139726 0.45951773] [ 0.60219805 0.53416785 0.56192926 0.28001825 0.47130396] [ 0.67096965 0.49434918 0.53241293 0.47340742 0.37052988] [ 0.41728605 0.54242166 0.40443029 0.59430198 0.61076326] [ 0.47076999 0.64329623 0.35033315 0.5327937 0.4764953 ] [ 0.53815243 0.30446212 0.62261221 0.51424758 0.49241324] [ 0.54989509 0.57094341 0.54103991 0.61825943 0.40789988] [ 0.57827852 0.54595646 0.50050396 0.30619452 0.4057765 ] [ 0.87179674 0.32803987 0.56213417 0.14961241 0.28185689] [ 0.87355979 0.35977821 0.49374106 0.21231826 0.28304794] [ 0.45444226 0.59042818 0.35832932 0.52933863 0.36245626] [ 0.5267662 0.44849262 0.49723708 0.64616137 0.3001619 ] [ 0.42786656 0.53437276 0.58213708 0.76194742 0.42004868] [ 0.68684215 0.55551993 0.55879227 0.4304385 0.4349773 ] [ 0.88726571 0.33561363 0.46661956 0.23349435 0.30880179] [ 0.44676329 0.6253486 0.35899735 0.75430553 0.53156638] [ 0.18758076 0.66925152 0.39027693 0.70399264 0.43386807] [ 0.61446922 0.56445878 0.47679208 0.42814607 0.4409179 ] [ 0.92658961 0.26104957 0.53253073 0.13108407 0.34307434] [ 0.47385526 0.41556118 0.5538866 0.71716384 0.4498994 ] [ 0.44106511 0.44956953 0.58565095 0.66652598 0.55509098] [ 0.09720275 0.58334478 0.37010643 0.94719828 0.55070693] [ 0.74977135 0.44366866 0.44254613 0.28712041 0.37703691] [ 0.53763727 0.4376445 0.67828085 0.51503802 0.49295491] [ 0.35761081 0.65299891 0.5290588 0.73581626 0.55962747] [ 0.19381531 0.43294994 0.3861523 0.84832575 0.52313444] [ 0.49860157 0.48297917 0.49901311 0.50040558 0.53861478] [ 0.4936587 0.53970301 0.44237862 0.67542082 0.60598573] [ 0.80118242 0.40138857 0.45226673 0.40948009 0.43098748] [ 0.55263765 0.41534843 0.5801489 0.39395061 0.44382549] [ 0.5575808 0.48768595 0.45427519 0.49315785 0.47998592] [ 0.23939243 0.63846548 0.53251709 0.78798898 0.51412299] [ 0.33202429 0.52285761 0.59440113 0.75858814 0.53763038] [ 0.64598398 0.4716985 0.43387934 0.35269208 0.46452561] [ 0.47653629 0.46782066 0.65836206 0.70053307 0.44065664] [ 0.49992344 0.47607544 0.50824682 0.61834098 0.34372156] [ 0.40419144 0.48082528 0.3040798 0.70325595 0.40567211] [ 0.77093723 0.41087245 0.60255009 0.30787308 0.42731627] [ 0.30793631 0.60993476 0.2205988 0.76938951 0.45537044] [ 0.21473629 0.68051167 0.4424626 0.72402432 0.57502267] [ 0.45205537 0.35727522 0.56822524 0.51765551 0.36874512] [ 0.34352958 0.6833419 0.26128548 0.85677942 0.4122172 ] [ 0.29695378 0.63555744 0.38988362 0.81938915 0.41733504] [ 0.87563547 0.32996948 0.66354953 0.23043495 0.42318825] [ 0.49763224 0.42380154 0.67737907 0.57817267 0.44212844] [ 0.63381584 0.37358715 0.44400393 0.60220794 0.46401769] [ 0.43492724 0.49435663 0.43252772 0.56229732 0.41376577] [ 0.47681848 0.38678555 0.45400634 0.60374208 0.536889 ] [ 0.37203379 0.44197707 0.45893346 0.5490727 0.46393005] [ 0.79213129 0.44852424 0.56290471 0.31412995 0.40707657] [ 0.65096706 0.44155907 0.58316555 0.4260758 0.36593135] [ 0.4979187 0.46104987 0.55141769 0.539695 0.37700777] [ 0.745122 0.53417429 0.40079211 0.28788512 0.2753892 ] [ 0.55498649 0.60568322 0.35671162 0.53833791 0.34892425] [ 0.8836899 0.45250836 0.58264917 0.13006182 0.33338638] Progress: 18.4% ... Training loss: 0.660 ... Validation loss: 1.156[ 0.37644244 0.59953877 0.40828125 0.67893421 0.51018151] [ 0.48886743 0.6273133 0.25099969 0.65390983 0.37185052] [ 0.34553866 0.68560733 0.43024762 0.71590349 0.47552588] [ 0.54473169 0.50621334 0.55758467 0.59878802 0.54395687] [ 0.85498937 0.36571576 0.54935473 0.33058618 0.37092908] [ 0.14285258 0.65234017 0.45293449 0.79854033 0.54539782] [ 0.76640236 0.40241947 0.41425071 0.31324956 0.36041215] [ 0.84981521 0.36527322 0.66064121 0.18757571 0.39234175] [ 0.25525636 0.48728183 0.48205445 0.68250665 0.59384683] [ 0.39395238 0.48947645 0.49281788 0.55672438 0.44857797] [ 0.37562246 0.42213998 0.5430121 0.78018176 0.46198368] [ 0.12116529 0.64797349 0.47870295 0.83924901 0.56515797] [ 0.39294757 0.6386582 0.39779019 0.65116265 0.40988346] [ 0.48286313 0.56022079 0.40333603 0.54470361 0.46249893] [ 0.20159462 0.53181911 0.52164447 0.68055518 0.63385322] [ 0.50634779 0.47863288 0.44718659 0.45448567 0.40954121] [ 0.56420566 0.65375223 0.44996 0.58450832 0.37502422] [ 0.29381894 0.39305288 0.43637104 0.52730818 0.70122672] [ 0.60827116 0.48028594 0.40550273 0.40653965 0.5029565 ] [ 0.24933067 0.55623554 0.36653147 0.75567863 0.5025207 ] [ 0.3135904 0.68772894 0.33808748 0.78661147 0.54006672] [ 0.47208016 0.52414114 0.52766323 0.60750099 0.52761121] [ 0.74097242 0.28469686 0.53051589 0.27265172 0.48243343] [ 0.42639849 0.45271635 0.56965107 0.59254604 0.41860079] [ 0.27608824 0.53778251 0.37749902 0.77080544 0.57373577] [ 0.21618479 0.6383466 0.41345218 0.772466 0.59983762] [ 0.26862404 0.42931271 0.58251417 0.74693604 0.60915706] [ 0.21769595 0.62168118 0.58436476 0.70353281 0.54397219] [ 0.22890567 0.54234959 0.60930976 0.67498741 0.53676983] [ 0.71858428 0.48190797 0.48045117 0.49644755 0.53115876] [ 0.13137892 0.63241316 0.4609832 0.89979611 0.5328553 ] [ 0.44843351 0.50829607 0.50675031 0.66243556 0.39739178] [ 0.71116935 0.47651655 0.44813023 0.37170703 0.30454126] [ 0.68389767 0.51744763 0.58385703 0.35417644 0.41106589] [ 0.60580395 0.39434846 0.5124729 0.62813085 0.38197007] [ 0.62856143 0.48920937 0.35334197 0.40354409 0.39503408] [ 0.17884964 0.53240253 0.59770002 0.79147281 0.50514633] [ 0.60513743 0.46272003 0.5788797 0.50100079 0.58532033] [ 0.32873552 0.66784767 0.36108223 0.79474457 0.44980717] [ 0.68494776 0.3282369 0.47983981 0.34722666 0.45855004] [ 0.72234684 0.34783195 0.39716031 0.36652211 0.45498008] [ 0.43355789 0.67441757 0.46749557 0.63916065 0.48226698] [ 0.41820331 0.40055127 0.57200088 0.7481129 0.43072369] [ 0.67772684 0.52470042 0.36748233 0.60725259 0.47173384] [ 0.57131724 0.52167703 0.43353409 0.48132081 0.40851931] [ 0.69954676 0.451159 0.54362244 0.17795177 0.5243359 ] [ 0.31367769 0.44009049 0.60728964 0.65343207 0.44300893] [ 0.5104586 0.44864984 0.33398061 0.51246188 0.43791535] [ 0.3225414 0.49415205 0.47950165 0.75166427 0.57802169] [ 0.42874302 0.49785319 0.62523012 0.78658231 0.38427337] [ 0.62100898 0.53130867 0.53591158 0.47511914 0.59676458] [ 0.65467263 0.59701271 0.3791412 0.47952313 0.43166652] [ 0.2722728 0.50010082 0.5108987 0.79345155 0.33409381] [ 0.42002703 0.45700681 0.6335362 0.61639369 0.46309076] [ 0.53409065 0.30485005 0.55788506 0.42475227 0.49093311] [ 0.37298656 0.61515693 0.36148272 0.73664802 0.45826195] [ 0.46730803 0.43928348 0.44027561 0.63714294 0.33710454] [ 0.57690195 0.62464538 0.41372194 0.56280806 0.41504264] [ 0.73749545 0.47625615 0.4971482 0.19715805 0.42678832] [ 0.14335938 0.48064329 0.43362159 0.89783952 0.42254523] [ 0.50181362 0.59189937 0.32687495 0.44233516 0.32374064] [ 0.72311432 0.47606157 0.44456343 0.34179826 0.42719625] [ 0.66177768 0.30839145 0.5600721 0.3977508 0.52095511] [ 0.50349214 0.59841918 0.59566105 0.64310868 0.48247455] [ 0.35862635 0.56127122 0.50569298 0.8738815 0.53668962] [ 0.14222099 0.46353692 0.58594066 0.91036319 0.64459049] [ 0.50319969 0.44116958 0.43131015 0.3562995 0.45992193] [ 0.70020591 0.43036625 0.39894501 0.35531237 0.38232331] [ 0.6002525 0.62280187 0.48505059 0.66300366 0.4694311 ] [ 0.69153724 0.47158773 0.61690262 0.30744626 0.50145202] [ 0.64255984 0.47820391 0.41294888 0.40652071 0.33057964] [ 0.18704239 0.72287334 0.36774868 0.83859548 0.56567928] [ 0.3839223 0.36281481 0.46653891 0.52513812 0.57901214] [ 0.78134613 0.47917626 0.46809158 0.34208656 0.30267776] [ 0.79734218 0.46605279 0.48269002 0.30321345 0.26166078] [ 0.28273906 0.61020595 0.41612309 0.71434178 0.49125611] [ 0.79869538 0.4485119 0.51846457 0.38430165 0.43263579] [ 0.55726192 0.57573402 0.51699155 0.50338695 0.40892568] [ 0.67950867 0.56665193 0.45870413 0.39220571 0.46689405] [ 0.79845816 0.43153458 0.59040379 0.28476578 0.45883491] [ 0.50501184 0.37299671 0.61568526 0.51535933 0.39085904] [ 0.18306106 0.56014725 0.42951455 0.86357139 0.45675246] [ 0.74978954 0.4220877 0.51864844 0.24879486 0.53648036] [ 0.81036483 0.43473 0.5632847 0.42252238 0.38928207] [ 0.85088316 0.32959474 0.41842426 0.24131502 0.43771959] [ 0.20245493 0.46089387 0.42862274 0.82734406 0.46253371] [ 0.65581631 0.44158157 0.57003391 0.50371942 0.40983153] [ 0.44486566 0.47084039 0.5199606 0.64380433 0.36789659] [ 0.57007931 0.59832792 0.40939988 0.71913877 0.43235592] [ 0.28980548 0.3854256 0.57540282 0.66749878 0.49342194] [ 0.33473859 0.49746907 0.50491425 0.80790914 0.37998336] [ 0.0927557 0.6223429 0.40002842 0.88327586 0.47968208] [ 0.65875887 0.48658702 0.56211712 0.36735974 0.52551217] [ 0.8374807 0.34343572 0.71667937 0.13508228 0.43568398] [ 0.42979953 0.58641344 0.42529658 0.75865533 0.4379027 ] [ 0.53629282 0.59449518 0.52609479 0.52457876 0.53035104] [ 0.56920874 0.54643282 0.47320779 0.45692174 0.43756259] [ 0.57941678 0.52425186 0.40606878 0.39860162 0.48165493] [ 0.27929553 0.53222081 0.52192434 0.74872933 0.47645882] [ 0.51350621 0.4684577 0.56565922 0.45131467 0.50773566] [ 0.77707737 0.46674867 0.58110303 0.30533864 0.43112169] [ 0.42524942 0.42860607 0.41062292 0.62000505 0.37871411] [ 0.48007606 0.53987475 0.45765397 0.50486077 0.41221938] [ 0.42031091 0.51255721 0.48513646 0.73111235 0.40675442] [ 0.10922369 0.66480086 0.36344463 0.94341454 0.52904641] [ 0.55827701 0.50366266 0.58271058 0.55007489 0.3928896 ] [ 0.78933153 0.42846853 0.63442214 0.22012469 0.39168834] [ 0.76021974 0.41971717 0.46352091 0.17627148 0.30221654] [ 0.77102069 0.32151016 0.48135556 0.20249511 0.36525498] [ 0.20159462 0.53181911 0.52164447 0.68055518 0.63385322] [ 0.33453282 0.53880403 0.4740365 0.74182307 0.39672917] [ 0.34867175 0.55038993 0.46793349 0.67616396 0.51697406] [ 0.29100222 0.51385974 0.56724026 0.6727765 0.48563072] [ 0.7402531 0.39152582 0.47344464 0.24794857 0.3788632 ] [ 0.74537193 0.53402008 0.40085097 0.28766594 0.27533623] [ 0.15558384 0.62155019 0.33084549 0.89559322 0.41378524] [ 0.47708 0.44900596 0.44561106 0.56221078 0.44657714] [ 0.7062531 0.39353788 0.34721012 0.56179984 0.4571509 ] [ 0.65082954 0.62036755 0.4864129 0.57439294 0.38853087] [ 0.5658768 0.43696659 0.53524866 0.57564941 0.42267296] [ 0.38879235 0.4496575 0.54581174 0.70693643 0.34705365] [ 0.24548858 0.57571811 0.45053425 0.71224077 0.63962734] [ 0.41483774 0.60868166 0.41937091 0.73146749 0.45981666] [ 0.41977423 0.50104066 0.53276257 0.688551 0.40069897] [ 0.29197734 0.56169284 0.47823644 0.62686977 0.48804886] [ 0.48480117 0.49265665 0.59377795 0.67291431 0.37438128] [ 0.28140546 0.41618915 0.41340039 0.74373934 0.44781639] [ 0.22302784 0.63198812 0.47535676 0.85421946 0.43466127] Progress: 18.4% ... Training loss: 0.660 ... Validation loss: 1.153[ 0.77763535 0.44791866 0.52815507 0.28853623 0.43525464] [ 0.80332202 0.44218538 0.50630298 0.267187 0.45635028] [ 0.3262734 0.58535929 0.50652155 0.70948202 0.43565167] [ 0.49152678 0.594303 0.52886185 0.5932837 0.43480399] [ 0.50971011 0.46070615 0.49406365 0.69941639 0.34375515] [ 0.19673784 0.57109999 0.52187276 0.80804512 0.59751522] [ 0.64848522 0.50296042 0.37821424 0.45898811 0.34959231] [ 0.44631017 0.45595222 0.44927858 0.40592116 0.49665649] [ 0.82105515 0.28781756 0.59221642 0.29962222 0.45984697] [ 0.7460316 0.5145515 0.48401559 0.3870576 0.49616915] [ 0.32695423 0.58588915 0.45701041 0.78550665 0.49532681] [ 0.15209733 0.61269854 0.49562808 0.85636135 0.53892816] [ 0.25399622 0.57999457 0.5477756 0.7796329 0.54364145] [ 0.54617951 0.49292362 0.56712558 0.60863674 0.51436575] [ 0.14703903 0.64624651 0.3547166 0.88276086 0.46352877] [ 0.0894606 0.55565071 0.37921784 0.93026799 0.54378966] [ 0.55456835 0.48510721 0.5723053 0.73346793 0.28467412] [ 0.12867557 0.54871753 0.47985964 0.80934688 0.45145677] [ 0.11940089 0.66423163 0.30545236 0.92736682 0.4828138 ] [ 0.14581136 0.55256113 0.57035024 0.82638228 0.58292146] [ 0.11377483 0.61401876 0.42992969 0.84177701 0.45479787] [ 0.47389837 0.53184838 0.44406619 0.61795017 0.51053767] [ 0.54090407 0.32635469 0.46104895 0.52096025 0.46041306] [ 0.5702806 0.44567339 0.62226676 0.35291451 0.39532086] [ 0.41283825 0.35659501 0.5182777 0.64767617 0.44410835] [ 0.83586261 0.38714949 0.38259764 0.16802505 0.30412035] [ 0.55864588 0.67278385 0.42307275 0.69907719 0.41757069] [ 0.69284379 0.45620411 0.49986738 0.32226179 0.34357065] [ 0.46121692 0.47335984 0.55713235 0.41827349 0.63033155] [ 0.40211838 0.64054849 0.56496048 0.70350299 0.4439448 ] [ 0.76110044 0.41108981 0.52110787 0.24636813 0.42231918] [ 0.33294243 0.60263923 0.43955369 0.66516699 0.45688784] [ 0.67274678 0.39658597 0.47201687 0.30959087 0.33443533] [ 0.55452399 0.50757811 0.49181607 0.76683302 0.45124835] [ 0.80538144 0.38912254 0.57632534 0.17132589 0.43145084] [ 0.6905903 0.4874182 0.6929345 0.37511719 0.38978841] [ 0.48156904 0.44942726 0.50079252 0.6682912 0.40478434] [ 0.32111913 0.4623991 0.61614076 0.79944454 0.49311253] [ 0.17117126 0.63788354 0.59204761 0.76866378 0.65949153] [ 0.46197032 0.46993486 0.62213701 0.59614167 0.42875305] [ 0.15698056 0.59003322 0.45145018 0.84009454 0.4891291 ] [ 0.49368448 0.59382461 0.3134512 0.69815384 0.39447105] [ 0.16149048 0.53701745 0.40978047 0.87217641 0.51806207] [ 0.67616786 0.45689633 0.43583672 0.4468287 0.37830704] [ 0.71537774 0.27022593 0.60646912 0.3607433 0.42371833] [ 0.61685319 0.46474244 0.41524668 0.28178162 0.39525301] [ 0.3484675 0.53877314 0.51366192 0.59875612 0.47328522] [ 0.53869468 0.59697141 0.39873323 0.49170021 0.35218577] [ 0.75221192 0.48221868 0.41199402 0.43847324 0.43020873] [ 0.60199911 0.36868073 0.53353648 0.57985388 0.38972039] [ 0.08705187 0.56354825 0.53511363 0.91621552 0.67014707] [ 0.82909632 0.43829218 0.56501833 0.22010263 0.42980246] [ 0.74797931 0.33636386 0.52997359 0.33646929 0.38743978] [ 0.12536582 0.6541941 0.34766342 0.83843201 0.46459415] [ 0.46701761 0.63077993 0.45490293 0.65817238 0.40800811] [ 0.66800716 0.52765953 0.49475455 0.25732694 0.38661749] [ 0.76164313 0.39135278 0.61191618 0.274127 0.43117865] [ 0.73941016 0.58077771 0.61865513 0.43253401 0.42181759] [ 0.76815215 0.28128964 0.62346386 0.20566042 0.36970747] [ 0.38880631 0.53446147 0.64472667 0.66985025 0.56579805] [ 0.51176227 0.52721796 0.58256996 0.69022039 0.37763067] [ 0.77250743 0.53707835 0.55216305 0.3196733 0.40553126] [ 0.27693449 0.59891386 0.5111387 0.86255639 0.56548052] [ 0.35262513 0.59514506 0.40614142 0.63977317 0.4263063 ] [ 0.44831289 0.49242274 0.50828916 0.61023749 0.48117898] [ 0.66395848 0.44667233 0.37106603 0.4764037 0.47196283] [ 0.25490223 0.46267601 0.53781758 0.84262149 0.53450662] [ 0.23339147 0.51388838 0.51989719 0.76640183 0.41849698] [ 0.43138861 0.57822569 0.33845484 0.70407215 0.35473509] [ 0.32320483 0.58221865 0.55186217 0.66304728 0.5276452 ] [ 0.90286781 0.29999459 0.45559095 0.12742067 0.34409908] [ 0.56810498 0.4401505 0.54382688 0.48204755 0.54236439] [ 0.3356777 0.39155801 0.58113167 0.56595422 0.6485929 ] [ 0.59856711 0.63382399 0.51035691 0.3924618 0.59723539] [ 0.47752358 0.5806713 0.56373948 0.51950111 0.40498227] [ 0.20806869 0.556584 0.54573644 0.89773324 0.58718494] [ 0.48854724 0.54034265 0.51580724 0.4538527 0.41560818] [ 0.1194919 0.55393543 0.60719227 0.81199303 0.62655642] [ 0.87778645 0.38134104 0.49133028 0.11052636 0.3453507 ] [ 0.54425439 0.55852529 0.50538324 0.64606498 0.37682754] [ 0.15314674 0.70216161 0.36808377 0.91563177 0.67471681] [ 0.62286603 0.59888286 0.46774958 0.50663898 0.48159667] [ 0.3136092 0.6440922 0.54222941 0.63768445 0.53344709] [ 0.55475116 0.52711617 0.58382619 0.50045105 0.54248931] [ 0.77333653 0.36937333 0.4574006 0.27376961 0.38018377] [ 0.51682976 0.57543998 0.44535213 0.5341134 0.31341849] [ 0.59684008 0.69878948 0.49795931 0.66806982 0.52234592] [ 0.48872314 0.56218935 0.5976163 0.54759077 0.48842474] [ 0.65701533 0.48808401 0.51750713 0.56880128 0.39813447] [ 0.48990287 0.55445679 0.4233093 0.58674699 0.40180669] [ 0.63265102 0.45888667 0.50082901 0.57674063 0.41038914] [ 0.34688051 0.58591125 0.49466223 0.5329112 0.41204219] [ 0.41252959 0.43959981 0.52725282 0.73434031 0.43387097] [ 0.27377392 0.44949216 0.48882794 0.81776735 0.5865366 ] [ 0.7299698 0.51998378 0.48703228 0.44888612 0.5343177 ] [ 0.38917475 0.58172482 0.33094041 0.63522262 0.47262668] [ 0.41347779 0.64157893 0.39072025 0.58563376 0.60674908] [ 0.68191601 0.34053627 0.72357252 0.22855516 0.55160005] [ 0.79196075 0.42354712 0.45982508 0.36767167 0.42345605] [ 0.55650799 0.36384084 0.50664979 0.26863117 0.41239024] [ 0.61393199 0.41026033 0.61470416 0.48831741 0.41104814] [ 0.59403253 0.65106846 0.36583284 0.66300555 0.32574877] [ 0.41844359 0.43957469 0.53333106 0.50589165 0.49705637] [ 0.3976662 0.49660674 0.46390672 0.70941339 0.34422478] [ 0.20587429 0.61077888 0.32389601 0.81957558 0.4514935 ] [ 0.26491351 0.60914855 0.57867224 0.77263906 0.58051548] [ 0.23063774 0.69274574 0.41812582 0.84020401 0.55995611] [ 0.48197641 0.68956288 0.46330904 0.75594977 0.51315933] [ 0.83889959 0.34784752 0.45274779 0.18035097 0.27180244] [ 0.30856444 0.52460798 0.52688794 0.79204465 0.5469208 ] [ 0.23041912 0.44875012 0.62469354 0.7852989 0.50527322] [ 0.70097131 0.43152175 0.60051577 0.44361365 0.43662723] [ 0.77073381 0.32169249 0.48128364 0.20266463 0.36532122] [ 0.16130323 0.69492699 0.46028048 0.8588673 0.51854593] [ 0.3933127 0.42233776 0.58618592 0.71325485 0.48422253] [ 0.66324224 0.59713048 0.52517069 0.66723163 0.47415706] [ 0.27833338 0.60178053 0.48844636 0.57310757 0.54783437] [ 0.82437833 0.6137749 0.54290287 0.43374493 0.38867764] [ 0.51355104 0.37277496 0.46824366 0.68893546 0.44997198] [ 0.71574337 0.44704837 0.33845238 0.55824524 0.47528641] [ 0.32848869 0.47310736 0.47781929 0.45994877 0.6432907 ] [ 0.66227509 0.41110585 0.45987303 0.62611895 0.42019725] [ 0.48700044 0.37764127 0.51623712 0.3653039 0.71485725] [ 0.29937433 0.58452067 0.4376504 0.60452378 0.37757207] [ 0.44766189 0.50872752 0.5065851 0.66289362 0.39755335] [ 0.33677182 0.53930567 0.3690305 0.65771649 0.47578722] [ 0.80970373 0.55731034 0.24651847 0.52868802 0.22117125] [ 0.30132411 0.41868479 0.39871096 0.68476685 0.43815718] Progress: 18.5% ... Training loss: 0.659 ... Validation loss: 1.156[ 0.64358824 0.39643055 0.5180159 0.41281593 0.33437645] [ 0.58979786 0.3601372 0.41556886 0.46439805 0.51245114] [ 0.70566451 0.45960045 0.58938098 0.54021798 0.39617932] [ 0.28012006 0.4917594 0.47383094 0.90448519 0.54937942] [ 0.16976022 0.48150036 0.41527942 0.86400825 0.47060261] [ 0.36451385 0.63397664 0.44954663 0.80807881 0.38909525] [ 0.60063413 0.45786919 0.6162684 0.48001507 0.50992613] [ 0.66912297 0.49965832 0.56464768 0.25410954 0.50455471] [ 0.13656051 0.61161899 0.37154586 0.89768393 0.51633846] [ 0.20745262 0.64145731 0.50574954 0.63788874 0.56082003] [ 0.5560828 0.37304775 0.4228885 0.48928476 0.33926077] [ 0.27046038 0.56909764 0.30277336 0.74800512 0.37769352] [ 0.23391927 0.39983199 0.37960959 0.87452035 0.41916834] [ 0.64801926 0.51849898 0.68942744 0.54944896 0.3789211 ] [ 0.54100101 0.57094674 0.60415424 0.67616954 0.44382154] [ 0.33328753 0.49292096 0.56669487 0.70183922 0.36964007] [ 0.6839138 0.46160053 0.36721077 0.44809416 0.47286149] [ 0.29238649 0.59060476 0.46543536 0.79606833 0.3602906 ] [ 0.77786146 0.52451233 0.5231219 0.3819846 0.34976777] [ 0.83084376 0.36530276 0.63399053 0.1580311 0.48489562] [ 0.61894268 0.58464514 0.35498342 0.52497639 0.35832215] [ 0.52903892 0.60729379 0.37442089 0.62833508 0.49887078] [ 0.52299196 0.43029068 0.51136217 0.6675515 0.37828789] [ 0.67522061 0.5093082 0.41859538 0.32982108 0.38218531] [ 0.50742472 0.53407477 0.42818141 0.44977912 0.50850923] [ 0.69169187 0.51940261 0.5528167 0.4114301 0.4237203 ] [ 0.61228437 0.49697639 0.46468324 0.42421953 0.45013382] [ 0.19910215 0.57458161 0.53558503 0.79410638 0.63157742] [ 0.52230983 0.42260873 0.66633523 0.62406587 0.34979873] [ 0.32295044 0.59161055 0.38107915 0.80458676 0.42480819] [ 0.61671942 0.40492998 0.51765484 0.38153669 0.48071164] [ 0.76068176 0.40143022 0.63412432 0.31981442 0.46651969] [ 0.42848435 0.48802482 0.5490498 0.48787293 0.58745194] [ 0.45550341 0.44766923 0.49867181 0.62254875 0.43077353] [ 0.60749401 0.47908362 0.42763874 0.66708843 0.33121451] [ 0.26755488 0.56122751 0.479502 0.89384245 0.52830059] [ 0.24129201 0.45091564 0.33509928 0.83682122 0.54353379] [ 0.80369654 0.48464216 0.5695679 0.12985271 0.4918923 ] [ 0.7303994 0.44965826 0.59796074 0.26227761 0.55041567] [ 0.24800231 0.63242562 0.48405608 0.78842153 0.54526164] [ 0.58055556 0.34691943 0.40074581 0.54656217 0.43184824] [ 0.45073781 0.35801364 0.56792214 0.51855871 0.3690453 ] [ 0.32410896 0.51762774 0.49710361 0.78334987 0.48521666] [ 0.76068719 0.39711051 0.50771012 0.20902949 0.37412431] [ 0.17136318 0.63779514 0.592097 0.76861527 0.65945159] [ 0.14513175 0.41057382 0.41780526 0.83157234 0.44731126] [ 0.69808415 0.41810298 0.46837301 0.34469651 0.38228357] [ 0.24603252 0.50116359 0.55049348 0.75204027 0.38890774] [ 0.10208667 0.54079731 0.40991814 0.9314505 0.50701804] [ 0.33798452 0.61072347 0.50789586 0.57802385 0.56414878] [ 0.80269975 0.44664821 0.50284665 0.19354711 0.46177128] [ 0.21119599 0.64333879 0.43736928 0.74915011 0.46858858] [ 0.36963208 0.5736633 0.51339954 0.74854187 0.54150902] [ 0.35820456 0.52200741 0.53570935 0.60008899 0.52117469] [ 0.87646974 0.31941156 0.60716355 0.14799798 0.41263771] [ 0.75667429 0.48119341 0.59875751 0.39593738 0.40561595] [ 0.75632017 0.55938933 0.44781771 0.48246934 0.30224332] [ 0.69092243 0.5898032 0.36947528 0.43637596 0.39134155] [ 0.28652092 0.63175597 0.34089613 0.76247674 0.38509314] [ 0.32613421 0.56047919 0.43520637 0.58425264 0.54979141] [ 0.14008404 0.63710313 0.3803173 0.83615858 0.62930895] [ 0.14308087 0.47577537 0.46141233 0.83620398 0.56613834] [ 0.65913545 0.48647606 0.56216061 0.36716252 0.52546042] [ 0.74665696 0.44691791 0.49413518 0.48681442 0.37915127] [ 0.46453907 0.47090987 0.5386424 0.43320496 0.41314846] [ 0.42063038 0.66400619 0.34260195 0.68072282 0.37683811] [ 0.85784538 0.42778443 0.47228695 0.23103021 0.29481 ] [ 0.57874673 0.44261509 0.53642033 0.41501843 0.43455812] [ 0.73121079 0.39248817 0.59449195 0.44480432 0.46269773] [ 0.3964921 0.65032519 0.33806454 0.56677915 0.40595635] [ 0.49677217 0.43855496 0.4302487 0.48109722 0.46854478] [ 0.47132996 0.62994013 0.47561359 0.69495905 0.40988441] [ 0.43922856 0.53734944 0.33892713 0.6837896 0.46350965] [ 0.2976694 0.76240974 0.28475369 0.84257719 0.49198385] [ 0.33571396 0.44999881 0.44119647 0.66102784 0.3817447 ] [ 0.54193833 0.42535927 0.64163498 0.67393371 0.47273925] [ 0.1724012 0.56816935 0.48951935 0.89829833 0.49205686] [ 0.3305292 0.39277641 0.54976848 0.66434714 0.56719654] [ 0.10392296 0.66987044 0.43411569 0.9352499 0.4838809 ] [ 0.53597099 0.67572918 0.35594958 0.76285549 0.40865163] [ 0.51332888 0.50855802 0.38581467 0.58401679 0.44068319] [ 0.63855697 0.4187835 0.5699484 0.41753681 0.42931268] [ 0.19166233 0.49724786 0.4116385 0.93075258 0.5303961 ] [ 0.60677829 0.58240752 0.42575182 0.63913245 0.4696311 ] [ 0.41677634 0.58956172 0.46743629 0.69307974 0.38229626] [ 0.63322142 0.42651422 0.54576452 0.32149526 0.5432434 ] [ 0.38687368 0.43299324 0.51736517 0.62382444 0.43645155] [ 0.6283724 0.47919721 0.53743664 0.70867668 0.38125836] [ 0.78667799 0.47225695 0.53044237 0.26928378 0.40386303] [ 0.52270796 0.452477 0.50105451 0.58363141 0.34922282] [ 0.4278138 0.75357238 0.25948704 0.72207883 0.42251028] [ 0.81920871 0.50202382 0.54158286 0.31231559 0.34995425] [ 0.44418771 0.51035485 0.40562769 0.55369918 0.53061188] [ 0.41216558 0.45573435 0.45704281 0.45247243 0.39785098] [ 0.47299679 0.51738475 0.43789122 0.43645661 0.37682776] [ 0.34919181 0.51822745 0.62569361 0.54831016 0.54456685] [ 0.39636355 0.5303441 0.35275418 0.61888145 0.47525364] [ 0.53115537 0.56229865 0.48616646 0.5949512 0.40197172] [ 0.66163703 0.47615097 0.52991697 0.31116847 0.36169075] [ 0.74745146 0.44024875 0.48984199 0.37678677 0.34082574] [ 0.51609248 0.49654793 0.43083673 0.62365267 0.35354312] [ 0.85409096 0.31591208 0.62517974 0.15687936 0.37656228] [ 0.6169988 0.56226129 0.51656027 0.6437085 0.45471991] [ 0.07549315 0.58808448 0.50504986 0.93274245 0.62547103] [ 0.78719253 0.3564849 0.53554747 0.25040125 0.47758461] [ 0.63225968 0.54947297 0.57948365 0.45564001 0.51822185] [ 0.5873307 0.38034039 0.63270477 0.37342162 0.55752604] [ 0.68402656 0.55195992 0.49315247 0.57715097 0.33952587] [ 0.68770514 0.48967107 0.52593856 0.58463968 0.3289724 ] [ 0.79064611 0.48895446 0.55014733 0.26015684 0.34337015] [ 0.761863 0.39124741 0.61195474 0.27400795 0.43113152] [ 0.74182464 0.59288786 0.37243519 0.68397733 0.36860427] [ 0.75359523 0.40976457 0.42620064 0.38915481 0.46262228] [ 0.72614839 0.44656575 0.50180852 0.35672063 0.37101105] [ 0.2854425 0.55202715 0.52187996 0.83851361 0.47306726] [ 0.66465021 0.46029919 0.4657193 0.30570645 0.32277714] [ 0.78519617 0.42048017 0.57456907 0.2327964 0.51184384] [ 0.38883872 0.659777 0.5333942 0.67523631 0.61706829] [ 0.31733663 0.6769672 0.40298152 0.85993966 0.56666441] [ 0.67516442 0.39924151 0.66152296 0.3925795 0.52263304] [ 0.78439933 0.38856074 0.56632986 0.25492881 0.4128588 ] [ 0.33570302 0.39156163 0.58113396 0.56597637 0.64859178] [ 0.5152637 0.38311694 0.59921894 0.51094093 0.39385847] [ 0.26100634 0.54175909 0.48928697 0.84633634 0.60212385] [ 0.85445307 0.29196208 0.53408462 0.15901252 0.35604661] [ 0.6681825 0.53463559 0.58676481 0.38225078 0.54290937] [ 0.44279857 0.47758226 0.47081343 0.53909487 0.63121433] [ 0.76015602 0.27651368 0.55385794 0.3169678 0.50450077] Progress: 18.6% ... Training loss: 0.659 ... Validation loss: 1.153[ 0.60822449 0.43218027 0.61878885 0.51192181 0.37039381] [ 0.45164421 0.6146064 0.48268599 0.67720508 0.53006229] [ 0.60315803 0.56893366 0.55768451 0.52324107 0.46611458] [ 0.27401524 0.42680738 0.57384176 0.8048768 0.51077766] [ 0.62316393 0.50204056 0.48161339 0.41048488 0.48830415] [ 0.56520125 0.48471545 0.62863081 0.36135659 0.41689924] [ 0.83726224 0.34635202 0.5803872 0.22958611 0.38997998] [ 0.52291701 0.47190307 0.57947806 0.39284766 0.64397045] [ 0.61036603 0.49038132 0.45933555 0.61347069 0.38038454] [ 0.49396615 0.55050463 0.2978867 0.65057528 0.46314342] [ 0.30948812 0.53951124 0.38914268 0.75003564 0.36228517] [ 0.85156349 0.39676721 0.48559827 0.33055193 0.37323938] [ 0.45033856 0.59268767 0.44476385 0.51146124 0.50278637] [ 0.69211385 0.55461142 0.53081849 0.5774106 0.38914568] [ 0.5013508 0.35067031 0.50861665 0.61945454 0.50679097] [ 0.77040577 0.40955724 0.54969482 0.2474384 0.42866695] [ 0.49826262 0.43298343 0.57729208 0.68326571 0.30927502] [ 0.48895849 0.45320127 0.68573098 0.63108038 0.48300753] [ 0.25310909 0.64035516 0.5397519 0.6124099 0.65710561] [ 0.32656478 0.58536815 0.5065247 0.70937027 0.43565219] [ 0.56545108 0.47549757 0.42829167 0.42608285 0.45983197] [ 0.42669574 0.56376964 0.51363925 0.52405014 0.48284619] [ 0.58005249 0.35987334 0.65043027 0.54648801 0.32252174] [ 0.14143729 0.54349624 0.50793683 0.87169695 0.4519933 ] [ 0.55188137 0.54097961 0.53254548 0.46082807 0.59918837] [ 0.76397312 0.31630313 0.51305348 0.3208903 0.39143671] [ 0.60828497 0.51806869 0.4365773 0.54953763 0.36863285] [ 0.5576205 0.37026228 0.53378143 0.61661519 0.45158933] [ 0.77571739 0.33791337 0.59821937 0.24827017 0.43383365] [ 0.79856667 0.46504271 0.61752356 0.32877324 0.3909099 ] [ 0.57479983 0.41495128 0.43907384 0.27547001 0.35146526] [ 0.74217007 0.53706158 0.60043915 0.39541142 0.43320629] [ 0.39989545 0.57648928 0.57883207 0.53809285 0.4550316 ] [ 0.59841844 0.53221553 0.40774689 0.76851605 0.41645227] [ 0.19106781 0.54304906 0.50670636 0.88124759 0.57249944] [ 0.41255536 0.49297948 0.45487988 0.6019431 0.37885264] [ 0.48422597 0.5214593 0.25295408 0.60931029 0.4110218 ] [ 0.18780599 0.66951686 0.39017993 0.70400172 0.43397245] [ 0.78405266 0.43122312 0.51542361 0.27473621 0.40853649] [ 0.44453935 0.58039981 0.35245565 0.6694327 0.45219582] [ 0.66440473 0.36269862 0.62132643 0.31360291 0.34902842] [ 0.40511552 0.60424809 0.45839159 0.73265068 0.44028529] [ 0.32349617 0.57584454 0.47163945 0.7193449 0.53655508] [ 0.42495378 0.5623109 0.58968277 0.70891861 0.52144773] [ 0.41487313 0.42689748 0.49847243 0.68583784 0.36434708] [ 0.74381103 0.44175535 0.56761977 0.30419143 0.40228895] [ 0.71313559 0.41978251 0.40002909 0.25075598 0.32103245] [ 0.09055363 0.63977471 0.38355768 0.93524376 0.47133967] [ 0.34782875 0.61204028 0.38155196 0.68580289 0.53682089] [ 0.69455093 0.35444052 0.41525294 0.30889723 0.38134591] [ 0.60832354 0.58074769 0.53151534 0.48717728 0.4275963 ] [ 0.79856988 0.3079184 0.58315409 0.18745896 0.50744324] [ 0.81572623 0.36323319 0.57260822 0.21528599 0.38677255] [ 0.63762575 0.44810023 0.59112967 0.4668653 0.51564339] [ 0.4342979 0.69504203 0.40773521 0.692194 0.45013684] [ 0.1972852 0.52588372 0.54089222 0.8342377 0.56221111] [ 0.59765845 0.40017845 0.64170856 0.49971121 0.42636016] [ 0.73131015 0.51718721 0.41282532 0.34900669 0.30138226] [ 0.45397098 0.37381687 0.5697953 0.60733154 0.35056897] [ 0.24484004 0.5517081 0.3505438 0.7898702 0.58250083] [ 0.62447979 0.48826496 0.50255477 0.23864087 0.51873631] [ 0.78299222 0.3913306 0.5958561 0.27871311 0.53776499] [ 0.35718233 0.65065133 0.35907954 0.80340322 0.61673512] [ 0.49710473 0.66662235 0.40722353 0.8075378 0.49468826] [ 0.34082539 0.56283343 0.51052032 0.63694037 0.4409341 ] [ 0.83110752 0.51382202 0.50498355 0.30891242 0.40716555] [ 0.84471546 0.30975267 0.38043945 0.14655154 0.30147937] [ 0.69380456 0.49957777 0.5633281 0.45555279 0.35299892] [ 0.38945872 0.53226527 0.46467544 0.51908364 0.44898516] [ 0.55780235 0.55016086 0.44515566 0.45182583 0.32931281] [ 0.1839302 0.64483215 0.38102705 0.72104004 0.5856293 ] [ 0.35120393 0.39846256 0.44149485 0.67578883 0.39404326] [ 0.65613423 0.43848488 0.64238168 0.28329396 0.55420021] [ 0.50978153 0.6113596 0.50433018 0.61424335 0.63180237] [ 0.54240045 0.43144652 0.65383656 0.54054667 0.46756397] [ 0.56487306 0.48005345 0.58120223 0.34561866 0.41488751] [ 0.18273418 0.67437037 0.36264043 0.82201196 0.55278346] [ 0.1753526 0.64895297 0.39174815 0.79174275 0.54162719] [ 0.75753132 0.44188409 0.58321075 0.2667062 0.4267197 ] [ 0.5711351 0.59713453 0.38807467 0.49194231 0.40411458] [ 0.38014544 0.51586226 0.45124176 0.73312153 0.51079244] [ 0.63353491 0.53236953 0.42062248 0.38638446 0.46025358] [ 0.55358222 0.59215719 0.476923 0.56998062 0.49848949] [ 0.68950619 0.30384694 0.43232155 0.26127106 0.3976356 ] [ 0.54077813 0.49377755 0.55938791 0.4292753 0.40239971] [ 0.53485334 0.43036127 0.49855385 0.45700585 0.59392229] [ 0.38335991 0.56600539 0.53441466 0.72306091 0.49869399] [ 0.13957145 0.60075991 0.38232341 0.87315367 0.55076567] [ 0.16291404 0.61806208 0.46492765 0.65507351 0.489691 ] [ 0.5894986 0.44196747 0.5290996 0.30843603 0.45031664] [ 0.26737048 0.40249112 0.68920626 0.63089612 0.57983096] [ 0.14888315 0.6924597 0.38198035 0.79597491 0.46300825] [ 0.4719945 0.4514365 0.46410388 0.6292019 0.3524955 ] [ 0.59410703 0.39347234 0.53350574 0.322121 0.56120786] [ 0.77204608 0.49808555 0.57390833 0.20623804 0.50296978] [ 0.65510704 0.41968907 0.48498328 0.35194712 0.34453812] [ 0.23289157 0.47310269 0.6231116 0.79655858 0.66865578] [ 0.20286367 0.53106339 0.53483528 0.7539391 0.48042307] [ 0.65511384 0.48820157 0.45255355 0.39545566 0.54750963] [ 0.31509688 0.5880288 0.47785615 0.70475917 0.48224815] [ 0.70364746 0.3341977 0.51348977 0.3468953 0.54427473] [ 0.43731588 0.55297636 0.46655839 0.56733583 0.45561913] [ 0.83754568 0.23113786 0.47618645 0.16356747 0.32035301] [ 0.40218117 0.58340873 0.38537582 0.63292446 0.47772742] [ 0.43069603 0.59727002 0.53725729 0.57389931 0.37925713] [ 0.48395075 0.62606575 0.52764265 0.71606662 0.47678911] [ 0.30533511 0.46949734 0.41589666 0.74938108 0.44609856] [ 0.38239389 0.38322679 0.62321013 0.71362009 0.36128225] [ 0.57241562 0.40903427 0.57388462 0.52930303 0.37825213] [ 0.78377333 0.37697182 0.60693537 0.34211474 0.41098138] [ 0.47636194 0.44540515 0.49941982 0.30721287 0.48203747] [ 0.3444936 0.57352717 0.38835765 0.81197853 0.51556982] [ 0.48490212 0.52619181 0.4100162 0.63646681 0.4813988 ] [ 0.54275234 0.52011131 0.49096837 0.58186024 0.35339974] [ 0.73145316 0.48878898 0.68821205 0.33234498 0.39501125] [ 0.50474461 0.41720062 0.37875974 0.47014977 0.36368382] [ 0.7481397 0.3406255 0.45721005 0.33093403 0.38358064] [ 0.3930292 0.48202395 0.51132968 0.74518033 0.3724673 ] [ 0.13681298 0.57569718 0.38903332 0.89052309 0.55941075] [ 0.37675996 0.43221396 0.53428587 0.73306754 0.33043881] [ 0.1375434 0.58226314 0.51237071 0.83566911 0.54997456] [ 0.55634071 0.442024 0.35355233 0.42789495 0.55826535] [ 0.60810805 0.3931051 0.43390508 0.47348577 0.50556213] [ 0.53434904 0.51371142 0.46739757 0.59311542 0.42306892] [ 0.23254196 0.58076485 0.46481396 0.795787 0.34333374] [ 0.76013318 0.57433539 0.40475426 0.43125079 0.40263097] [ 0.14533251 0.52758629 0.41691614 0.69139721 0.56161318] [ 0.64352104 0.58673164 0.44217241 0.48112119 0.38415726] Progress: 18.6% ... Training loss: 0.659 ... Validation loss: 1.152[ 0.8900297 0.34689289 0.50715654 0.13972743 0.35797455] [ 0.69099098 0.33808102 0.43295834 0.34433636 0.44492631] [ 0.39325274 0.42651145 0.44870445 0.73868951 0.33401238] [ 0.44174477 0.55406693 0.44436914 0.6134083 0.51987162] [ 0.75330868 0.49949342 0.52333166 0.44554339 0.30595243] [ 0.37876807 0.63192839 0.46262918 0.65496292 0.39768078] [ 0.4393478 0.43524506 0.51173974 0.73934597 0.355375 ] [ 0.79233957 0.36681766 0.47902093 0.31254598 0.30195685] [ 0.12104764 0.65604228 0.29729971 0.88880634 0.40758922] [ 0.79241778 0.4231999 0.45995183 0.36725982 0.42332609] [ 0.15878762 0.58007087 0.46529313 0.86937901 0.51751647] [ 0.81661893 0.50452039 0.63212464 0.32166147 0.37987211] [ 0.24169554 0.60133403 0.37581781 0.82492695 0.31283306] [ 0.44259176 0.4745185 0.4527767 0.76671121 0.43569088] [ 0.41217214 0.53586571 0.59444366 0.57594149 0.51775494] [ 0.40596541 0.48863763 0.31406982 0.76400599 0.33337354] [ 0.35802497 0.54318513 0.48175805 0.52992714 0.652245 ] [ 0.47298534 0.55804728 0.41430868 0.67103519 0.50940554] [ 0.72095341 0.42482417 0.34066793 0.25967346 0.30096663] [ 0.7094166 0.38794254 0.54014559 0.28539388 0.49921815] [ 0.75603008 0.37652121 0.56711015 0.18179852 0.3387377 ] [ 0.53244086 0.4392722 0.43522665 0.52155988 0.38596851] [ 0.2487406 0.60062929 0.50135847 0.77965493 0.60798556] [ 0.44855818 0.48949254 0.46111091 0.67527755 0.35713303] [ 0.46285065 0.50935243 0.4857374 0.72903124 0.37137423] [ 0.15180742 0.52732769 0.46481504 0.87803242 0.5569424 ] [ 0.54578348 0.50008146 0.58392366 0.48942806 0.37695249] [ 0.48279489 0.51860453 0.58676452 0.63350682 0.57316317] [ 0.52096263 0.59246003 0.3212787 0.57111926 0.39617282] [ 0.23632927 0.59442475 0.43398423 0.76231111 0.49117832] [ 0.54401879 0.43086453 0.6540407 0.53965861 0.46733315] [ 0.37900367 0.38629703 0.55318666 0.58550079 0.44147209] [ 0.67120301 0.43968536 0.47384379 0.66585798 0.44807913] [ 0.60891604 0.37970333 0.53942219 0.56054624 0.56886111] [ 0.27644771 0.53092174 0.5614636 0.73159061 0.43474132] [ 0.5386454 0.52011069 0.48388173 0.60817439 0.3231464 ] [ 0.6184731 0.64243927 0.30686158 0.68622245 0.42842127] [ 0.50561445 0.45068487 0.49717877 0.49337374 0.44824018] [ 0.396757 0.48880832 0.56549816 0.77243246 0.44520049] [ 0.38858363 0.53474859 0.64462988 0.67003173 0.56590874] [ 0.47288895 0.60613714 0.43373181 0.789717 0.46330601] [ 0.85887947 0.28691359 0.58252264 0.07963935 0.33314431] [ 0.28631342 0.59770218 0.46826627 0.8510402 0.47279065] [ 0.52427216 0.51759083 0.44699158 0.47827027 0.32470106] [ 0.35852455 0.5290957 0.45055111 0.43422023 0.41933568] [ 0.89696565 0.33333851 0.59430392 0.22688684 0.39787305] [ 0.44833807 0.44637702 0.45278491 0.60210958 0.40206587] [ 0.21912152 0.52668239 0.42781991 0.82427885 0.53660939] [ 0.52791758 0.54241684 0.42392535 0.53314448 0.48017152] [ 0.5725353 0.64045194 0.42624244 0.63281587 0.55254612] [ 0.81790911 0.45761594 0.57450398 0.22771467 0.47139247] [ 0.41130008 0.49801047 0.35398667 0.58070234 0.4983224 ] [ 0.49204325 0.46582243 0.52378947 0.45476122 0.49319249] [ 0.13416392 0.63747607 0.44417996 0.9121215 0.50926799] [ 0.47589222 0.56177547 0.44649084 0.57290338 0.44810585] [ 0.46304278 0.42537368 0.66503511 0.70539803 0.45716107] [ 0.84011499 0.41014644 0.40348949 0.33273151 0.36120465] [ 0.13809593 0.43988277 0.49415032 0.94432543 0.62195372] [ 0.53036486 0.34486972 0.63665264 0.43583401 0.44031106] [ 0.36811956 0.43094653 0.58875306 0.74607196 0.38402009] [ 0.69497739 0.55406864 0.57956181 0.39810278 0.31270268] [ 0.47763216 0.38656732 0.45410067 0.60335789 0.53679354] [ 0.80127239 0.47772519 0.3004993 0.36329558 0.3341403 ] [ 0.21259262 0.72925542 0.41116184 0.79192398 0.54757237] [ 0.75956708 0.42013746 0.46334011 0.17654015 0.30235326] [ 0.36113479 0.43290963 0.67295458 0.61515858 0.43222291] [ 0.34799519 0.4153238 0.49590237 0.82815992 0.47004042] [ 0.61581199 0.55571248 0.47790549 0.46991374 0.54580564] [ 0.34028271 0.47568821 0.55682726 0.72296572 0.5509298 ] [ 0.52341394 0.57862096 0.35060082 0.75469575 0.46254838] [ 0.08934037 0.52634329 0.36675913 0.9255956 0.58037344] [ 0.61684387 0.44624609 0.440915 0.69741541 0.40141369] [ 0.23162893 0.69626729 0.43156319 0.69893802 0.5900105 ] [ 0.17091091 0.54697703 0.52103393 0.81213796 0.59628712] [ 0.53969732 0.59355342 0.47977523 0.47845794 0.49958457] [ 0.77067006 0.32180953 0.48120947 0.20265588 0.36537412] [ 0.32291138 0.39403921 0.50588097 0.7168603 0.38418532] [ 0.26834936 0.63050018 0.52045767 0.85826581 0.56879998] [ 0.3897687 0.51244422 0.40563871 0.60549246 0.36977216] [ 0.43054048 0.51157299 0.46145286 0.59498516 0.4710396 ] [ 0.77771862 0.34110686 0.42523744 0.32491071 0.44991515] [ 0.62499558 0.41782795 0.34333212 0.36410196 0.28620901] [ 0.61942241 0.49481799 0.41080216 0.71787548 0.35932001] [ 0.48152595 0.46135617 0.59449625 0.70481414 0.33182053] [ 0.47110613 0.41628811 0.47146436 0.5926453 0.37562873] [ 0.15289091 0.54315152 0.51334139 0.79343589 0.67278665] [ 0.583648 0.54333147 0.56833953 0.64020903 0.42605076] [ 0.49135455 0.62092376 0.37825693 0.74749122 0.42484636] [ 0.63607667 0.44090608 0.58160222 0.44139144 0.51533412] [ 0.58171214 0.55959828 0.52725558 0.47982722 0.45063401] [ 0.89900266 0.38356547 0.52343883 0.10264925 0.28762966] [ 0.4786572 0.42750858 0.40273388 0.8190003 0.33454821] [ 0.87664946 0.43994571 0.49022016 0.35613383 0.35934557] [ 0.69795498 0.49002161 0.60607211 0.37954839 0.39088068] [ 0.20507911 0.67259073 0.39161194 0.72641391 0.5044154 ] [ 0.28539207 0.62379195 0.54258337 0.75393269 0.49727732] [ 0.1761199 0.65703392 0.48988731 0.90376958 0.54168638] [ 0.50047408 0.43558434 0.51289852 0.3696301 0.43800064] [ 0.37876807 0.63192839 0.46262918 0.65496292 0.39768078] [ 0.70677202 0.35067835 0.66896622 0.29967023 0.37043006] [ 0.31786757 0.4641968 0.51200211 0.75502142 0.35130834] [ 0.33003155 0.5248796 0.55403551 0.70095567 0.57956958] [ 0.57165185 0.50175615 0.55188018 0.48184114 0.56712459] [ 0.47566457 0.52776743 0.59911871 0.78465414 0.43272667] [ 0.87342842 0.4627657 0.50827792 0.24847001 0.33540521] [ 0.87991948 0.38039465 0.67543666 0.18719915 0.38876753] [ 0.40264987 0.5806423 0.48110915 0.38306456 0.65505281] [ 0.65930409 0.35655304 0.54589048 0.45564234 0.53744073] [ 0.32734983 0.50806822 0.36707495 0.58669796 0.5507255 ] [ 0.22128026 0.60287831 0.49836686 0.86140519 0.41150624] [ 0.4413585 0.58249213 0.4012066 0.66021884 0.42882616] [ 0.36583266 0.57274664 0.49794826 0.76812045 0.50548661] [ 0.67184231 0.47275792 0.50285183 0.35507457 0.42600858] [ 0.71856555 0.40518315 0.62354563 0.611898 0.38103526] [ 0.76557378 0.29782446 0.65235995 0.22762472 0.45280447] [ 0.1715174 0.51854095 0.31310932 0.8464667 0.4930906 ] [ 0.72581721 0.38500393 0.44106779 0.34545569 0.41008054] [ 0.45391397 0.67370154 0.42228694 0.75176919 0.51827088] [ 0.64443835 0.47539248 0.49363798 0.39060725 0.35311267] [ 0.75664982 0.36531692 0.43451167 0.18622151 0.34169831] [ 0.51291126 0.31448494 0.55043007 0.75123366 0.42807652] [ 0.61841876 0.48410621 0.66787244 0.27479421 0.55571572] [ 0.76668358 0.46431052 0.5518571 0.31040851 0.52791097] [ 0.55174901 0.50503045 0.5667058 0.38827198 0.54072841] [ 0.81966136 0.25265264 0.54390301 0.24858048 0.37749101] [ 0.45089649 0.56296453 0.38298697 0.68840217 0.60799631] [ 0.86520706 0.39125515 0.41775187 0.13515048 0.25667325] [ 0.83696354 0.36307496 0.53010204 0.17250165 0.26244079] Progress: 18.6% ... Training loss: 0.658 ... Validation loss: 1.158[ 0.37142481 0.58204965 0.54692854 0.55378631 0.52289171] [ 0.88753719 0.32485296 0.52219984 0.14699557 0.39170991] [ 0.7927093 0.5040894 0.30227748 0.40967975 0.29911476] [ 0.76880854 0.36740252 0.6099195 0.32118195 0.47598784] [ 0.74542004 0.49620554 0.4274126 0.43967964 0.5109757 ] [ 0.73695573 0.4845406 0.61897181 0.41248712 0.36618001] [ 0.27591654 0.63737938 0.42284838 0.63759717 0.55792837] [ 0.79675207 0.44995391 0.56915798 0.32388942 0.30535896] [ 0.57295831 0.39782476 0.73979647 0.58985962 0.38497985] [ 0.49203349 0.53937189 0.6271767 0.65191906 0.43777236] [ 0.78592843 0.42229262 0.57781381 0.20949308 0.45331529] [ 0.63114054 0.47646411 0.36291023 0.58595192 0.52730451] [ 0.49931519 0.36221144 0.59436547 0.62719596 0.47267782] [ 0.37315983 0.67127797 0.37361883 0.57165988 0.54841532] [ 0.59236203 0.52230417 0.52031392 0.46963268 0.6134637 ] [ 0.73046196 0.42533139 0.54204421 0.38714141 0.31746283] [ 0.50377155 0.65385931 0.48180199 0.75872602 0.44641027] [ 0.70709605 0.51151861 0.33087105 0.51792075 0.31191898] [ 0.62292052 0.55742437 0.58406413 0.60286216 0.43108309] [ 0.28795165 0.60722099 0.52994652 0.676868 0.58717796] [ 0.10242792 0.53227849 0.50695669 0.83406834 0.52069428] [ 0.77357077 0.35012167 0.48415165 0.22815019 0.33428014] [ 0.10259134 0.54068882 0.40997675 0.93132739 0.50697102] [ 0.66138091 0.35182818 0.51573958 0.47901111 0.4642931 ] [ 0.36036295 0.52124764 0.45644811 0.68740023 0.62213449] [ 0.75494059 0.29867389 0.49377885 0.19437639 0.36717471] [ 0.62719496 0.3565642 0.41139743 0.23547585 0.42562457] [ 0.49123044 0.50687639 0.57391588 0.39685533 0.59640956] [ 0.67658148 0.46947641 0.61636709 0.36395578 0.37355788] [ 0.62442438 0.31920411 0.51505234 0.42683827 0.45265438] [ 0.26787463 0.54750452 0.34840095 0.73892376 0.41715111] [ 0.11165701 0.64293491 0.34542707 0.92114884 0.50693444] [ 0.25950123 0.72817415 0.48521653 0.84592763 0.58582132] [ 0.50039636 0.50983439 0.55766833 0.74616725 0.42252352] [ 0.67489892 0.52040127 0.55194574 0.44448964 0.36648971] [ 0.75907034 0.4138058 0.53745747 0.19556186 0.46347797] [ 0.55813069 0.45013931 0.61240027 0.30969247 0.46374025] [ 0.67366167 0.49724125 0.35448945 0.59088864 0.3962471 ] [ 0.32369694 0.64345398 0.36134819 0.7149515 0.49075527] [ 0.12226303 0.60314134 0.38207032 0.90322406 0.58138925] [ 0.21279823 0.56409787 0.59857317 0.8124256 0.6115502 ] [ 0.31924526 0.46506988 0.39116358 0.73223364 0.35174923] [ 0.64466382 0.4135862 0.49764596 0.43228838 0.58777535] [ 0.45897276 0.45363932 0.31304501 0.47563566 0.41997884] [ 0.70749998 0.38617626 0.50315202 0.34001058 0.47482254] [ 0.13901856 0.60599071 0.49772805 0.81293374 0.56697746] [ 0.19750546 0.53965543 0.4241909 0.75635914 0.44082945] [ 0.53697436 0.55255837 0.45504499 0.36175442 0.4778988 ] [ 0.18476926 0.55329128 0.49873764 0.87130638 0.56799057] [ 0.53179142 0.52040707 0.49088101 0.57572233 0.32403801] [ 0.1789127 0.62804443 0.38561334 0.82505043 0.47135722] [ 0.77005381 0.43873153 0.54132905 0.41096686 0.43761604] [ 0.47658586 0.52747592 0.5992309 0.78435765 0.43261161] [ 0.6722152 0.36327457 0.66999291 0.27186274 0.45780302] [ 0.70676377 0.61508502 0.42938376 0.35109401 0.47034561] [ 0.11735971 0.52898144 0.37026263 0.93641233 0.52728595] [ 0.39316775 0.44785506 0.46113579 0.72496908 0.40584383] [ 0.37607314 0.434231 0.52385113 0.56258852 0.62929296] [ 0.35165488 0.63126231 0.29942135 0.71255363 0.35121712] [ 0.80414523 0.49564281 0.35055007 0.49243784 0.25575697] [ 0.39430537 0.45778174 0.66991532 0.66025551 0.33610224] [ 0.65434828 0.48851958 0.4524264 0.3958847 0.54763929] [ 0.43299758 0.49289405 0.48969656 0.71427494 0.3604837 ] [ 0.47150832 0.50232324 0.53088786 0.53231052 0.49344832] [ 0.51765765 0.56835876 0.54976338 0.65148964 0.40871181] [ 0.41249873 0.34308675 0.66893391 0.67284377 0.55335084] [ 0.79800362 0.31289711 0.44990038 0.32662877 0.31661043] [ 0.29581298 0.53967236 0.51303718 0.85869576 0.44944556] [ 0.5247902 0.51744325 0.4470502 0.47799231 0.32465073] [ 0.73930815 0.36715934 0.47183383 0.39106504 0.46489039] [ 0.4590321 0.43906029 0.57430824 0.61457891 0.40728362] [ 0.44258437 0.53241275 0.52247287 0.52806245 0.51826678] [ 0.40623095 0.38900118 0.58329259 0.69230591 0.4554831 ] [ 0.4703563 0.5697715 0.44882952 0.579928 0.34421899] [ 0.2679406 0.46970516 0.46936763 0.7657412 0.37680218] [ 0.37420809 0.47280603 0.61499089 0.79775727 0.42336533] [ 0.41643803 0.64226953 0.4480433 0.58732209 0.49570327] [ 0.4343409 0.49499354 0.43229008 0.5628748 0.41402325] [ 0.27613632 0.49348741 0.39434571 0.61858899 0.59000295] [ 0.47048843 0.58275413 0.49359564 0.61766943 0.42146552] [ 0.52729572 0.39425473 0.57319298 0.56742578 0.37956032] [ 0.75379898 0.33283803 0.64425463 0.29600418 0.3748004 ] [ 0.29638695 0.49803142 0.60254479 0.76959259 0.46991905] [ 0.7657424 0.32765246 0.64991157 0.24853434 0.38310668] [ 0.77848353 0.39232383 0.53781248 0.24051987 0.30814614] [ 0.49189415 0.46588537 0.52376354 0.4548137 0.49321199] [ 0.57852573 0.41227663 0.59143279 0.32099769 0.58238129] [ 0.52927894 0.48338034 0.56893155 0.63986909 0.42029964] [ 0.44823191 0.36089767 0.6570332 0.72367926 0.49821704] [ 0.38054894 0.63366202 0.38955383 0.5668015 0.45109683] [ 0.42514309 0.40144709 0.54743373 0.73406123 0.44083408] [ 0.77214097 0.47772883 0.45393596 0.3726169 0.40405653] [ 0.73761711 0.37897316 0.48470002 0.29423352 0.35264646] [ 0.24594735 0.4873812 0.54537073 0.63036718 0.57198131] [ 0.36644252 0.53622591 0.38657994 0.76759502 0.35543135] [ 0.55610437 0.42427111 0.55047241 0.5048413 0.31718756] [ 0.76831 0.3603298 0.4909613 0.27342577 0.40137617] [ 0.24737512 0.5931662 0.47958239 0.62131125 0.50908984] [ 0.59650701 0.47457124 0.45566861 0.69903763 0.37754874] [ 0.71952518 0.4338369 0.34567027 0.4275002 0.39918097] [ 0.08559284 0.61760802 0.3824723 0.9418023 0.58809796] [ 0.56197394 0.48228512 0.46838356 0.39241851 0.41938441] [ 0.60368568 0.39564063 0.57626909 0.22874184 0.49123487] [ 0.74408627 0.54183299 0.63674433 0.47044167 0.34458205] [ 0.65977963 0.39773624 0.56704127 0.36693312 0.47418072] [ 0.32188687 0.51537865 0.4783964 0.65615838 0.59725461] [ 0.73379708 0.51728028 0.44572751 0.35357345 0.28032089] [ 0.74321906 0.41779175 0.44730705 0.34136583 0.43339728] [ 0.45906841 0.72512135 0.33240066 0.84781042 0.35337803] [ 0.10247878 0.51680336 0.35921305 0.9281947 0.60640464] [ 0.36660225 0.4549962 0.47586739 0.5492514 0.44245396] [ 0.34872775 0.49197342 0.56542402 0.79696009 0.43334155] [ 0.5799653 0.4534093 0.64723039 0.3899063 0.49822493] [ 0.56505466 0.41705714 0.67960947 0.55701637 0.44689416] [ 0.27158968 0.6391521 0.37459463 0.71184994 0.48025088] [ 0.76474874 0.54127137 0.52909566 0.58766956 0.32564851] [ 0.24501856 0.62066137 0.29375688 0.84490727 0.43768173] [ 0.65079607 0.41060884 0.48769878 0.43693085 0.39900611] [ 0.52721589 0.57875996 0.67099179 0.55280777 0.49041704] [ 0.38978203 0.49344768 0.4585328 0.60549559 0.39067592] [ 0.81366002 0.4646022 0.50786102 0.26504029 0.46879649] [ 0.09800025 0.60841745 0.39313497 0.91002677 0.48710371] [ 0.50065745 0.47088822 0.3905232 0.4303683 0.50297775] [ 0.14777213 0.56191984 0.39707759 0.86686352 0.43945115] [ 0.33428997 0.62471814 0.3892496 0.85681724 0.60534255] [ 0.71365155 0.4154505 0.46632772 0.27470615 0.2869154 ] [ 0.70869017 0.43385946 0.44413234 0.28246934 0.4141058 ] [ 0.34698478 0.5215355 0.40750487 0.72340305 0.37636995] Progress: 18.7% ... Training loss: 0.658 ... Validation loss: 1.160[ 0.63308335 0.55427905 0.43609319 0.36661028 0.40935373] [ 0.37527299 0.50254097 0.42453847 0.60190558 0.49518332] [ 0.78273824 0.30008761 0.62698944 0.20059461 0.49563786] [ 0.71477505 0.49062917 0.37269919 0.52226927 0.37306179] [ 0.67800318 0.47750162 0.47576947 0.45152652 0.36585057] [ 0.51671182 0.54158439 0.29084778 0.5211292 0.4012002 ] [ 0.89322094 0.25830651 0.65801592 0.1199129 0.43697363] [ 0.77516821 0.45439045 0.4972089 0.27498543 0.40978733] [ 0.14557111 0.44075211 0.41438656 0.87898093 0.51491359] [ 0.62560477 0.51103297 0.42511468 0.42216596 0.40285784] [ 0.14969146 0.54489866 0.49975979 0.82721959 0.57903171] [ 0.09118097 0.59332484 0.51407824 0.91770707 0.50049638] [ 0.72949751 0.52061753 0.39316046 0.17613559 0.28831849] [ 0.71680149 0.44325705 0.52158204 0.33210081 0.35543273] [ 0.61355912 0.43617064 0.53432007 0.3165938 0.41648057] [ 0.33552027 0.62422943 0.38945151 0.85640907 0.60515359] [ 0.7331881 0.32445687 0.49553515 0.2765292 0.47975997] [ 0.28075986 0.55659588 0.47565797 0.76574376 0.53030537] [ 0.39016286 0.60783674 0.49058649 0.6516824 0.52657086] [ 0.7097317 0.41589965 0.48277868 0.30762838 0.45214253] [ 0.39595555 0.41521423 0.39237653 0.80920648 0.39389636] [ 0.19426089 0.69831885 0.32639889 0.81822623 0.47078577] [ 0.62032963 0.34697307 0.69285387 0.48251196 0.4193433 ] [ 0.40493699 0.32779383 0.44759709 0.74276073 0.39489729] [ 0.22464584 0.55812961 0.49444781 0.72909286 0.55883101] [ 0.41866296 0.52396986 0.49178657 0.49717415 0.50416682] [ 0.19374685 0.51594243 0.41513757 0.90853269 0.58373607] [ 0.74429391 0.41689182 0.4486281 0.36322071 0.34630597] [ 0.58534027 0.51749564 0.41425148 0.41076064 0.37912239] [ 0.88218811 0.35792244 0.60039739 0.11472025 0.44666397] [ 0.12974473 0.52590136 0.45822948 0.87785416 0.46390429] [ 0.75754452 0.30570056 0.59781947 0.22235786 0.44463952] [ 0.35275112 0.59170596 0.46793797 0.65843097 0.37017605] [ 0.26055343 0.55406735 0.61151008 0.7773265 0.5054595 ] [ 0.77706818 0.46453487 0.5925284 0.4122948 0.36913349] [ 0.4943832 0.37928219 0.6179199 0.40668553 0.54091632] [ 0.58887799 0.60776956 0.39991008 0.4290769 0.45471345] [ 0.12425955 0.69334736 0.3759384 0.88278799 0.53085808] [ 0.49545407 0.49462748 0.51167284 0.72270711 0.44611821] [ 0.55407151 0.50487942 0.45828439 0.31385858 0.51373188] [ 0.5398393 0.47202303 0.53793022 0.74672843 0.41144995] [ 0.47385552 0.40362589 0.61590459 0.58965732 0.47146004] [ 0.14933166 0.53784182 0.5459279 0.79926658 0.65022967] [ 0.44787206 0.49210924 0.5186292 0.72156762 0.36232449] [ 0.75665983 0.56293541 0.47910455 0.38726169 0.4918917 ] [ 0.55120642 0.4620189 0.43001301 0.48508262 0.52906905] [ 0.72647049 0.50441809 0.44610816 0.32558435 0.49525534] [ 0.54827399 0.34232865 0.45961162 0.58253806 0.27561959] [ 0.3428388 0.50908968 0.5538365 0.70265895 0.5196498 ] [ 0.57834665 0.53205577 0.39910369 0.5211676 0.29757184] [ 0.74395344 0.36734566 0.70953508 0.21548863 0.47169746] [ 0.11870372 0.57540691 0.46196167 0.93847933 0.52293797] [ 0.85386722 0.40267403 0.57557951 0.20836805 0.37179877] [ 0.39939521 0.53227504 0.4122725 0.37153699 0.46442448] [ 0.74645749 0.54436598 0.60291667 0.43792267 0.42228117] [ 0.77710327 0.46005159 0.46409271 0.36067732 0.53702915] [ 0.44728962 0.5246192 0.4443168 0.75750521 0.33933988] [ 0.06229854 0.61285606 0.37221727 0.91511671 0.51652591] [ 0.44440701 0.44748914 0.53824123 0.58518929 0.46655011] [ 0.80735445 0.41551229 0.60932789 0.2272116 0.44183192] [ 0.58125246 0.43189072 0.52517694 0.50610087 0.289385 ] [ 0.59264802 0.41033312 0.39548972 0.55834322 0.53674212] [ 0.30137113 0.6382484 0.45427421 0.72137649 0.60419526] [ 0.2038597 0.42304395 0.49732763 0.71997053 0.45529365] [ 0.33475935 0.5063084 0.36352687 0.72853595 0.42804024] [ 0.46718921 0.56359189 0.48687036 0.58759589 0.39836004] [ 0.49535748 0.55862478 0.42144862 0.67727657 0.43200109] [ 0.09835089 0.58884375 0.5633289 0.92992214 0.67603939] [ 0.28633637 0.45503833 0.56985228 0.8039835 0.51850139] [ 0.75671013 0.36576494 0.54780886 0.2176926 0.47087192] [ 0.79383918 0.52275966 0.5776435 0.29966561 0.4649084 ] [ 0.51751721 0.43258028 0.55501864 0.63445014 0.43127206] [ 0.22502654 0.51795106 0.47397059 0.7903497 0.5048608 ] [ 0.43467551 0.43265275 0.42327006 0.61794101 0.54717039] [ 0.27244017 0.71691282 0.36110432 0.76831529 0.5449539 ] [ 0.7907132 0.57768103 0.29318803 0.46642991 0.32927563] [ 0.21328907 0.53970413 0.54259809 0.73386005 0.5045134 ] [ 0.86665901 0.39430929 0.39553078 0.28446599 0.38447289] [ 0.44812403 0.60357693 0.34752706 0.59388161 0.44447646] [ 0.31369699 0.63218234 0.31096411 0.6945994 0.49330923] [ 0.6435045 0.4573853 0.53919993 0.3285935 0.51826431] [ 0.81773806 0.31689044 0.55776782 0.21751339 0.39870376] [ 0.88374148 0.46601714 0.62317566 0.20602914 0.38036937] [ 0.34717545 0.5084 0.41138979 0.84390415 0.60781328] [ 0.71030759 0.37907674 0.45077403 0.44168377 0.47349568] [ 0.14233907 0.5967842 0.4545404 0.88950479 0.43142994] [ 0.14664963 0.66133065 0.50844295 0.89284698 0.54122458] [ 0.60616902 0.41445016 0.53083616 0.34403214 0.45271633] [ 0.33263792 0.49356945 0.56644536 0.70243051 0.36985886] [ 0.22568721 0.63602663 0.42059943 0.84156563 0.57158559] [ 0.51011832 0.4737161 0.61365139 0.39147642 0.44461099] [ 0.33201035 0.46609003 0.48812373 0.58221627 0.56530889] [ 0.32240232 0.69711971 0.30093864 0.87246331 0.58152992] [ 0.68332321 0.50529284 0.46363703 0.3661751 0.53883024] [ 0.58436104 0.46664545 0.64174735 0.57307181 0.37735752] [ 0.45218228 0.49305988 0.44634871 0.67157629 0.37642234] [ 0.16149945 0.60649439 0.54017016 0.74449117 0.62468519] [ 0.32054639 0.56775683 0.47573384 0.78938743 0.32977413] [ 0.43177923 0.62400632 0.43493994 0.48743487 0.48613621] [ 0.40269915 0.44362858 0.50226493 0.68988315 0.39338146] [ 0.51521791 0.49069238 0.44443032 0.50835257 0.40271763] [ 0.59441574 0.57853565 0.48103536 0.58364245 0.46726964] [ 0.18593781 0.5588701 0.59523969 0.81373283 0.52114281] [ 0.51349433 0.44216238 0.5152673 0.70934309 0.33661298] [ 0.78206063 0.40944743 0.63109691 0.19412648 0.4111108 ] [ 0.37794517 0.65521676 0.32906478 0.73309785 0.5276569 ] [ 0.37901631 0.48029837 0.52613008 0.71225697 0.45089592] [ 0.60364115 0.60068438 0.48600573 0.51512233 0.37296085] [ 0.21623738 0.66747216 0.41074388 0.75030887 0.44889507] [ 0.75364602 0.42324156 0.6292614 0.39410951 0.32169432] [ 0.51878358 0.43264785 0.49240174 0.38469423 0.41912513] [ 0.73272368 0.44918532 0.57846079 0.33578197 0.42820418] [ 0.56353262 0.47685061 0.46832842 0.41991373 0.48371818] [ 0.82893079 0.259499 0.65213781 0.14349339 0.43136056] [ 0.30797076 0.54914119 0.54699319 0.61381405 0.61190537] [ 0.70962907 0.5827665 0.5011661 0.57916951 0.40184452] [ 0.42183435 0.62224013 0.48804543 0.64699391 0.43276329] [ 0.44464366 0.61729634 0.38586776 0.68999265 0.29738695] [ 0.07204087 0.56339195 0.52668797 0.81821797 0.46841953] [ 0.42280112 0.43992688 0.49718197 0.49465679 0.53129433] [ 0.55964577 0.56815859 0.48756816 0.54765112 0.40557501] [ 0.19089403 0.68586513 0.37049285 0.92370056 0.46607187] [ 0.29842216 0.48855219 0.66625967 0.52433126 0.5919442 ] [ 0.22795554 0.60213422 0.39247598 0.72521823 0.51161813] [ 0.51694889 0.5451514 0.63459176 0.45754601 0.47432911] [ 0.63054167 0.57474149 0.51208524 0.41656112 0.51339819] [ 0.56112028 0.50213659 0.47401103 0.50608085 0.36545344] [ 0.76644573 0.55026911 0.3397902 0.42486834 0.37752691] Progress: 18.8% ... Training loss: 0.657 ... Validation loss: 1.158[ 0.54254299 0.47103566 0.56879197 0.30144579 0.41882117] [ 0.79041308 0.25167376 0.70863157 0.17072876 0.45831083] [ 0.63836868 0.47109313 0.56626165 0.41670761 0.49696026] [ 0.67493044 0.37118543 0.57845861 0.41147536 0.43515928] [ 0.56711164 0.51916955 0.61788379 0.53153825 0.45358142] [ 0.22645608 0.69893696 0.42551096 0.69014199 0.51998848] [ 0.63842875 0.39025664 0.65133915 0.36368216 0.45578388] [ 0.74087224 0.43606544 0.5814152 0.2799561 0.51874557] [ 0.61054497 0.44733281 0.62820457 0.45119831 0.43789279] [ 0.45214082 0.49314497 0.44631786 0.67162632 0.37645082] [ 0.51250987 0.49075778 0.33558804 0.60385796 0.45598578] [ 0.23113207 0.62031578 0.45399717 0.87678554 0.55031252] [ 0.73424217 0.48493149 0.54809959 0.40844449 0.4511588 ] [ 0.22941323 0.58743115 0.32060061 0.80206719 0.48055149] [ 0.23422262 0.49142339 0.43354066 0.80771884 0.64276615] [ 0.53744348 0.4688959 0.40291448 0.51743452 0.44797622] [ 0.72718694 0.49933064 0.41031487 0.48808344 0.44336297] [ 0.51726526 0.64644333 0.38594377 0.57082008 0.40002414] [ 0.51146053 0.62842975 0.43131993 0.69520778 0.44298942] [ 0.79359944 0.35843085 0.63263524 0.18949895 0.38875752] [ 0.73078216 0.45320328 0.4193475 0.32027953 0.36226083] [ 0.12665628 0.61034454 0.37986904 0.89136639 0.51383461] [ 0.32474203 0.46128615 0.61656042 0.79831618 0.4926775 ] [ 0.62899908 0.33686141 0.6570304 0.47513837 0.43613693] [ 0.76820208 0.4016548 0.40492142 0.28992993 0.37053944] [ 0.55433689 0.5488846 0.43704318 0.63621461 0.33384182] [ 0.4753393 0.41908159 0.58732302 0.67219312 0.41124202] [ 0.21060279 0.50375678 0.41503169 0.79729645 0.37891011] [ 0.50569149 0.55532892 0.57459966 0.49721135 0.39779518] [ 0.56079451 0.44211316 0.55406618 0.46619556 0.46417329] [ 0.58636827 0.59703198 0.44077932 0.63245822 0.33674882] [ 0.56968002 0.61741095 0.39620176 0.52134347 0.36132684] [ 0.30918229 0.56068656 0.46063059 0.55945138 0.40341666] [ 0.40663507 0.61573481 0.30947963 0.71215688 0.44692494] [ 0.35965142 0.528494 0.49986508 0.55459735 0.47407976] [ 0.42148667 0.69812042 0.38534231 0.75699824 0.50042956] [ 0.44005384 0.3582605 0.41329016 0.45218015 0.60120532] [ 0.91877647 0.36591388 0.60620416 0.12992562 0.30312249] [ 0.4468187 0.54583643 0.45314603 0.64324535 0.29402599] [ 0.7782433 0.30621821 0.46922405 0.24184355 0.48327826] [ 0.08388427 0.49423027 0.55227224 0.85148998 0.56417831] [ 0.43594894 0.5588054 0.4131522 0.4592417 0.31081661] [ 0.71645849 0.41276107 0.53985986 0.29178686 0.48495733] [ 0.72896327 0.38393812 0.59419356 0.26730949 0.33283944] [ 0.06979899 0.66790745 0.41936981 0.93669432 0.58088234] [ 0.19950652 0.44437764 0.58314608 0.70070576 0.52485863] [ 0.50614518 0.57459483 0.5486795 0.74273128 0.46075383] [ 0.48020648 0.55129788 0.46678395 0.57183081 0.38601038] [ 0.547107 0.41444201 0.64274777 0.6761302 0.43581183] [ 0.40678944 0.61303582 0.46791139 0.70626053 0.57339598] [ 0.89325195 0.48862869 0.50535086 0.15346208 0.35454379] [ 0.61585481 0.37781726 0.6031797 0.47730164 0.4194172 ] [ 0.66753956 0.46526328 0.52834719 0.39394014 0.55128631] [ 0.45310707 0.574795 0.47097907 0.57514485 0.42381395] [ 0.36569495 0.58032352 0.56803522 0.81163919 0.53615622] [ 0.5893758 0.429092 0.50367413 0.62746103 0.52778372] [ 0.53575194 0.49093071 0.39350823 0.57558633 0.36645386] [ 0.50289405 0.52220386 0.53994637 0.4994707 0.53020669] [ 0.11805501 0.59211052 0.45420245 0.8764772 0.38947345] [ 0.37753656 0.41460522 0.64980083 0.66242088 0.34960296] [ 0.15344509 0.54958259 0.51389247 0.78704247 0.62741576] [ 0.45727812 0.57788056 0.398932 0.44035554 0.33428379] [ 0.41303949 0.45365601 0.47551193 0.81617938 0.46733015] [ 0.61369018 0.41072175 0.69874587 0.50544794 0.47921738] [ 0.46624038 0.48539752 0.56669991 0.51469869 0.45437106] [ 0.57722296 0.40938742 0.47246064 0.36526627 0.45437139] [ 0.67093344 0.40575634 0.39324161 0.3588322 0.4136679 ] [ 0.42914002 0.45654262 0.51032971 0.57264019 0.56261532] [ 0.1199971 0.58904365 0.38243702 0.84695872 0.51512539] [ 0.42980156 0.46324758 0.53894374 0.8050696 0.4345664 ] [ 0.48648633 0.4615241 0.55596149 0.45579021 0.51253912] [ 0.73810887 0.47584954 0.49729847 0.19665734 0.42659837] [ 0.64212848 0.59436616 0.4709059 0.52503615 0.40580685] [ 0.72459653 0.47528215 0.44485469 0.3405744 0.42687427] [ 0.17657651 0.67142059 0.41641078 0.80863865 0.4749826 ] [ 0.3651198 0.61142442 0.3543779 0.75686457 0.42568005] [ 0.4524729 0.55597169 0.291509 0.72859105 0.42258668] [ 0.57070373 0.43331481 0.53071922 0.58362337 0.431961 ] [ 0.51786147 0.59052851 0.52461238 0.75850072 0.44933077] [ 0.62074161 0.48076125 0.48657023 0.59486195 0.40648037] [ 0.77373691 0.34284598 0.48463425 0.2204652 0.30323256] [ 0.82995349 0.43025921 0.56916987 0.36960159 0.36871927] [ 0.56316093 0.4663943 0.64302765 0.67586474 0.3680318 ] [ 0.41495352 0.5928475 0.37172623 0.56633376 0.46081727] [ 0.78157265 0.41296205 0.52809943 0.27804564 0.32299961] [ 0.75057503 0.492633 0.42103674 0.38632823 0.32452221] [ 0.67208506 0.40025762 0.49951438 0.46110982 0.42714668] [ 0.71785725 0.38834314 0.57065377 0.2735684 0.3403071 ] [ 0.24989278 0.5200305 0.38934135 0.69420169 0.49230043] [ 0.40635969 0.34229354 0.63237833 0.59086997 0.57757081] [ 0.1555215 0.48055159 0.42283252 0.89214309 0.54883573] [ 0.61985091 0.54613509 0.42375691 0.79834013 0.44290412] [ 0.82785297 0.32163484 0.40322133 0.3473983 0.32570116] [ 0.3513684 0.49780783 0.54729544 0.64537273 0.34240458] [ 0.79119041 0.41869805 0.48897432 0.28114436 0.30884793] [ 0.76516531 0.35337276 0.5812836 0.24706706 0.41307647] [ 0.20194682 0.70172474 0.41771939 0.78275277 0.55226011] [ 0.57886217 0.47999441 0.57711367 0.36805625 0.45036345] [ 0.24795186 0.6106659 0.33369487 0.76701567 0.48029091] [ 0.57755817 0.4325537 0.52984706 0.78137171 0.44309006] [ 0.48293173 0.39388152 0.63416835 0.68315449 0.43042035] [ 0.35965142 0.528494 0.49986508 0.55459735 0.47407976] [ 0.81257665 0.34711769 0.55697512 0.21759774 0.22775829] [ 0.20880476 0.54002004 0.56992679 0.84997434 0.41375592] [ 0.21827944 0.61429788 0.44232701 0.62323588 0.49280357] [ 0.69208682 0.32516075 0.46902522 0.39410916 0.37510644] [ 0.73232234 0.40571679 0.56712555 0.29045677 0.46007367] [ 0.74604848 0.52374211 0.49436263 0.40348258 0.39495955] [ 0.17256963 0.59479837 0.41182348 0.83078971 0.42066553] [ 0.50131405 0.4134242 0.41659278 0.68535424 0.31753926] [ 0.70397794 0.50567148 0.44944347 0.33214727 0.44694707] [ 0.83193971 0.4345082 0.57977965 0.1502843 0.47028125] [ 0.31398963 0.50604328 0.40783048 0.64516023 0.57920832] [ 0.48652361 0.68237926 0.46909739 0.60044045 0.49710277] [ 0.30956087 0.70259777 0.29920494 0.81126361 0.34573588] [ 0.59328874 0.52129902 0.54160209 0.39051933 0.52868128] [ 0.34241096 0.39657316 0.4931598 0.75831844 0.3741745 ] [ 0.70695754 0.41151404 0.46088609 0.28076931 0.38472662] [ 0.1272743 0.59660538 0.39738002 0.92966501 0.51353415] [ 0.57193077 0.39392599 0.4024201 0.63624943 0.44778357] [ 0.75326341 0.44262899 0.4587018 0.22877081 0.41403707] [ 0.69022111 0.29949591 0.52614822 0.41123061 0.57531069] [ 0.44027795 0.58394599 0.52541834 0.54721175 0.40711031] [ 0.65323027 0.48623131 0.39734382 0.33236427 0.35033726] [ 0.77452582 0.46040898 0.57979573 0.31751671 0.46298054] [ 0.3563907 0.43654537 0.43230054 0.82104489 0.37907701] [ 0.82335674 0.35565956 0.59341131 0.14809628 0.28093331] [ 0.32981791 0.48559377 0.54007507 0.76412904 0.33963124] Progress: 18.8% ... Training loss: 0.657 ... Validation loss: 1.157[ 0.16840263 0.47670246 0.43769334 0.8968987 0.59312273] [ 0.53258066 0.51823199 0.37677762 0.42702629 0.48010676] [ 0.5664986 0.47570791 0.38034666 0.63030278 0.37379626] [ 0.56659072 0.45240225 0.57753758 0.44850653 0.50199191] [ 0.81426802 0.39999786 0.50402931 0.37283498 0.36029732] [ 0.6143574 0.47922889 0.57127525 0.46089776 0.41632539] [ 0.64779888 0.57401709 0.51067826 0.40993856 0.38435629] [ 0.39650137 0.70074684 0.48240477 0.72393282 0.60717404] [ 0.23352011 0.5461441 0.39098104 0.75409877 0.43082607] [ 0.55023469 0.526925 0.42875296 0.41558761 0.35209297] [ 0.53815169 0.55238363 0.48121278 0.51574929 0.32783168] [ 0.48412993 0.44274034 0.5768152 0.68511325 0.45798287] [ 0.81210553 0.38982926 0.5047303 0.26126296 0.42301359] [ 0.80670708 0.42149708 0.39779423 0.25060212 0.33858363] [ 0.7852563 0.48552009 0.56297459 0.21363729 0.44660686] [ 0.61549005 0.36508581 0.50747719 0.35591058 0.50328581] [ 0.64715263 0.42995744 0.44330838 0.39821804 0.50355895] [ 0.58734942 0.52126994 0.43045207 0.48971286 0.37531326] [ 0.64330913 0.54308963 0.48840389 0.43200883 0.35021565] [ 0.75962372 0.41188968 0.52076596 0.24706307 0.42261664] [ 0.07731472 0.43347861 0.46130206 0.84492253 0.53867073] [ 0.74161107 0.31247282 0.50866461 0.29418938 0.42324923] [ 0.39877696 0.56907592 0.3151051 0.68273339 0.41387818] [ 0.16949771 0.73496786 0.27937759 0.91957326 0.49369397] [ 0.91140481 0.3184008 0.52724078 0.10034836 0.35495557] [ 0.62102112 0.53249575 0.46083968 0.66307255 0.44370974] [ 0.65955151 0.62350545 0.55683212 0.44570893 0.46792734] [ 0.71759385 0.52603308 0.50035745 0.34674549 0.52125279] [ 0.15916198 0.58344284 0.5306452 0.91226207 0.6372414 ] [ 0.39118202 0.38551703 0.56818506 0.7667194 0.46961076] [ 0.63474706 0.3286306 0.53119123 0.23491687 0.61551367] [ 0.45369985 0.43787176 0.50199704 0.37459878 0.61061164] [ 0.65316749 0.42056977 0.4846189 0.35310655 0.3448317 ] [ 0.11574607 0.50379436 0.47336598 0.91886889 0.5265343 ] [ 0.52739233 0.44112767 0.49840712 0.49396784 0.44259244] [ 0.27104694 0.67099048 0.4778161 0.76848717 0.39206276] [ 0.51849482 0.44439343 0.46997669 0.72643856 0.40763636] [ 0.73426343 0.48315783 0.28739255 0.52957051 0.34417966] [ 0.48490153 0.46312952 0.45745715 0.57550593 0.37449658] [ 0.28281503 0.53133427 0.3730132 0.70072682 0.47403514] [ 0.26024085 0.36766312 0.4353451 0.73645456 0.61652963] [ 0.733107 0.44896919 0.57854334 0.33560458 0.42812228] [ 0.79266866 0.50118934 0.3971101 0.31414736 0.33091242] [ 0.71218055 0.43781696 0.56302137 0.23340444 0.46237421] [ 0.30427628 0.37405842 0.59900462 0.75844224 0.55803144] [ 0.18354805 0.55507647 0.3657206 0.70898246 0.51940376] [ 0.69277792 0.3576606 0.57245385 0.21765794 0.55332496] [ 0.7896625 0.48292834 0.55802236 0.34538312 0.4308339 ] [ 0.61350713 0.46199801 0.51571867 0.4930181 0.42617799] [ 0.44890275 0.52433949 0.44442749 0.75714088 0.33924833] [ 0.85745822 0.30644486 0.54869609 0.20897804 0.38489994] [ 0.1512131 0.46358445 0.4225223 0.84388841 0.54537114] [ 0.86943569 0.28281623 0.56886979 0.1132872 0.31139146] [ 0.64435197 0.39133453 0.55683863 0.45492824 0.49901048] [ 0.21318972 0.59606091 0.51073732 0.8806475 0.56050165] [ 0.63266123 0.34483889 0.50172248 0.60630896 0.30221774] [ 0.79489544 0.46491627 0.48159442 0.33726988 0.34918561] [ 0.23228015 0.55497555 0.43951187 0.80047583 0.50873709] [ 0.1096439 0.56375621 0.4621561 0.85732469 0.51432816] [ 0.42295151 0.44541247 0.48265978 0.70365244 0.508623 ] [ 0.66155876 0.51360539 0.36595385 0.40698575 0.34283301] [ 0.40367411 0.52628271 0.36886862 0.4689093 0.4792035 ] [ 0.43914102 0.56901151 0.45273235 0.628319 0.48726666] [ 0.19984951 0.52306751 0.45522863 0.74912362 0.37609155] [ 0.81928573 0.31250661 0.50576774 0.15770745 0.3419476 ] [ 0.49473193 0.61986032 0.37868229 0.74620091 0.42440486] [ 0.26076059 0.72799035 0.48531647 0.84559791 0.58574117] [ 0.09626833 0.45774479 0.43188479 0.92122047 0.62977306] [ 0.62498956 0.55687598 0.58426545 0.60208042 0.43086929] [ 0.29813615 0.59548738 0.49769411 0.60861404 0.47238653] [ 0.85219036 0.47660949 0.41701029 0.23892008 0.32171434] [ 0.52434718 0.47352576 0.51145803 0.4043113 0.58647505] [ 0.16088493 0.66266062 0.38976431 0.8147447 0.5851659 ] [ 0.24714618 0.46154199 0.57417225 0.83163842 0.46090488] [ 0.57279905 0.62354235 0.46683372 0.60131672 0.39281676] [ 0.56071551 0.51187852 0.4538717 0.35827834 0.34895343] [ 0.65531903 0.37420944 0.43590256 0.39599021 0.40799324] [ 0.10629938 0.59301557 0.47262683 0.88434087 0.47855101] [ 0.56376931 0.51361872 0.67941767 0.45034666 0.3858648 ] [ 0.80539239 0.39858069 0.50438567 0.20844932 0.40090664] [ 0.77075908 0.56758911 0.3062678 0.52577473 0.32206424] [ 0.56118066 0.49597785 0.61839554 0.48572367 0.46909993] [ 0.43132409 0.54977561 0.50411852 0.80897127 0.530129 ] [ 0.27546388 0.54644878 0.50100863 0.69047208 0.61980987] [ 0.38100961 0.6336705 0.38956158 0.56655156 0.45108894] [ 0.1129315 0.47470143 0.61906547 0.88364246 0.68796918] [ 0.16668398 0.6986991 0.48182147 0.74502306 0.59057064] [ 0.2521862 0.51963703 0.44378797 0.68346475 0.3643055 ] [ 0.70508383 0.34299919 0.45835223 0.39345947 0.49873892] [ 0.90626013 0.36685509 0.39344238 0.2404508 0.3371516 ] [ 0.6347181 0.43456532 0.51802241 0.49047419 0.46167215] [ 0.32018935 0.53576874 0.47883299 0.74790504 0.35295782] [ 0.74217783 0.42580496 0.41368497 0.30215187 0.36156689] [ 0.76175612 0.27037021 0.52231603 0.30701961 0.43674935] [ 0.56251769 0.37239689 0.5336724 0.61535803 0.39504573] [ 0.88328881 0.36782157 0.68525865 0.20224369 0.37219869] [ 0.4250477 0.46784237 0.47539585 0.71327951 0.62880242] [ 0.6661215 0.46035047 0.48179867 0.40217219 0.38116531] [ 0.1568872 0.5304925 0.53473864 0.87380436 0.61735331] [ 0.64174599 0.38106448 0.51471746 0.33681339 0.59540535] [ 0.67650124 0.41106738 0.46971544 0.39459606 0.30846397] [ 0.8081457 0.30193187 0.68509358 0.18143798 0.44102999] [ 0.82312111 0.45968443 0.55618181 0.24459156 0.39012584] [ 0.40158702 0.54593451 0.37922097 0.62544152 0.48809009] [ 0.75296553 0.49394479 0.475539 0.39097362 0.38301124] [ 0.71936895 0.3630778 0.57377957 0.23782486 0.36536784] [ 0.44912491 0.39321894 0.57078069 0.64717198 0.37237869] [ 0.43497036 0.66252049 0.26713794 0.667377 0.39432562] [ 0.53766694 0.461271 0.50595522 0.50510801 0.46603508] [ 0.36697284 0.47408853 0.53204304 0.76579551 0.39454439] [ 0.45346275 0.69027699 0.31853772 0.75076442 0.42200844] [ 0.34691108 0.51964153 0.6251646 0.55000788 0.54511783] [ 0.49052947 0.40697395 0.58069651 0.64523709 0.35202733] [ 0.50142574 0.52303007 0.46885928 0.53660009 0.41160964] [ 0.61321317 0.4820224 0.49497018 0.32615536 0.48087943] [ 0.70947748 0.52010035 0.49804674 0.42224792 0.3459889 ] [ 0.605329 0.45188411 0.50925408 0.43471823 0.43805778] [ 0.77583904 0.28306516 0.60725579 0.20781077 0.41812568] [ 0.33091528 0.44898871 0.63305201 0.72395629 0.47958364] [ 0.78581444 0.52084989 0.43158435 0.37871524 0.39604463] [ 0.13519961 0.63904365 0.49384533 0.8896824 0.55471543] [ 0.78337989 0.47793407 0.46856847 0.34053615 0.30226467] [ 0.83140867 0.40927902 0.51026517 0.35967866 0.44454559] [ 0.28035269 0.68382064 0.4498535 0.74527667 0.46330926] [ 0.19887028 0.66365594 0.44649017 0.7661056 0.38925743] [ 0.14290486 0.5442845 0.39381618 0.91663296 0.52855349] [ 0.32131459 0.6698348 0.43248143 0.78690271 0.5745306 ] [ 0.50575645 0.53535134 0.42585591 0.64827706 0.56997819] Progress: 18.9% ... Training loss: 0.657 ... Validation loss: 1.151[ 0.28551142 0.43846136 0.3849849 0.7480847 0.45472907] [ 0.49832966 0.48641645 0.35335632 0.60796389 0.31097505] [ 0.55142693 0.4724674 0.49464049 0.5890376 0.41815108] [ 0.52561207 0.57421873 0.35011774 0.50803792 0.45942587] [ 0.47402404 0.55850486 0.52164717 0.70208793 0.50657279] [ 0.09021775 0.61437659 0.44564935 0.91670344 0.52805466] [ 0.65296526 0.49921284 0.54915712 0.25880133 0.56688644] [ 0.11470648 0.6300313 0.30426908 0.93667739 0.45774726] [ 0.12147258 0.67287821 0.39265525 0.87861424 0.44622858] [ 0.67020198 0.47491447 0.4809225 0.30881156 0.47383556] [ 0.16248943 0.53768339 0.4095508 0.87213031 0.51833356] [ 0.7820461 0.49457446 0.56576536 0.23620994 0.45991445] [ 0.41058594 0.50732405 0.61965189 0.63386358 0.54544242] [ 0.50059993 0.61898031 0.52286038 0.66068558 0.38959842] [ 0.44468286 0.49387479 0.5545155 0.74115599 0.35823188] [ 0.21148115 0.55801064 0.33578068 0.74327701 0.42339359] [ 0.3636958 0.49186346 0.64019753 0.71996461 0.41389634] [ 0.47762099 0.60634574 0.48325033 0.46555115 0.35392516] [ 0.09253338 0.65923774 0.48872583 0.89549932 0.51415437] [ 0.55337877 0.56394406 0.41217003 0.65817219 0.34333639] [ 0.71922633 0.46652283 0.63054314 0.31273923 0.48998629] [ 0.176494 0.50994963 0.56095798 0.89086218 0.63943512] [ 0.40024975 0.52229055 0.48849285 0.77863513 0.31974157] [ 0.38601518 0.48489059 0.40286919 0.59899518 0.50856518] [ 0.73910485 0.40507443 0.55864291 0.21107796 0.49522105] [ 0.22745576 0.59970913 0.53958061 0.79391126 0.42870858] [ 0.39673483 0.50124534 0.48106029 0.56887314 0.42907758] [ 0.36677899 0.4892026 0.39632774 0.53669207 0.51811277] [ 0.57616084 0.38153944 0.63558373 0.54170622 0.47419725] [ 0.37994402 0.38654511 0.55307587 0.58557946 0.44157193] [ 0.43410648 0.5345743 0.45873087 0.7444929 0.35067316] [ 0.54839817 0.56123947 0.51837961 0.6453794 0.34372278] [ 0.19489494 0.56052469 0.35963858 0.72784322 0.41711226] [ 0.38260715 0.58866324 0.40764581 0.7588646 0.56770892] [ 0.57787705 0.40381108 0.56113049 0.42808247 0.61456406] [ 0.08165744 0.54049388 0.49012621 0.91058751 0.48898393] [ 0.22507148 0.62779616 0.33535657 0.80214694 0.55946503] [ 0.62942885 0.40869499 0.56478365 0.24780615 0.5621376 ] [ 0.55502301 0.5345651 0.39262343 0.38155742 0.4832364 ] [ 0.6236231 0.45483923 0.52789728 0.63097047 0.34724043] [ 0.47230989 0.44727061 0.44103246 0.42296915 0.48193337] [ 0.6050592 0.44549526 0.42027156 0.42299458 0.46900799] [ 0.29032141 0.4633567 0.58487698 0.59221854 0.56648104] [ 0.60438335 0.6064375 0.37625236 0.47107027 0.32839604] [ 0.76504867 0.26887968 0.52541201 0.28806327 0.44684435] [ 0.33581109 0.69879433 0.40503459 0.80543193 0.56095476] [ 0.89670099 0.38448712 0.45524631 0.2528821 0.33678767] [ 0.70977517 0.3962667 0.61359686 0.23961792 0.43961184] [ 0.67459464 0.49595877 0.47179481 0.39350969 0.44159176] [ 0.87098163 0.34459345 0.59052685 0.1906246 0.41753054] [ 0.60135913 0.4862597 0.4794065 0.72489929 0.46494156] [ 0.23325408 0.48567762 0.51468575 0.81310773 0.3909622 ] [ 0.63367634 0.54319974 0.52537062 0.54367942 0.40415079] [ 0.72392226 0.31393263 0.53694072 0.30534595 0.54265074] [ 0.19979139 0.46150419 0.47414226 0.81490123 0.44748373] [ 0.56323593 0.45473076 0.60048427 0.65706446 0.42465315] [ 0.86191205 0.43842318 0.43484822 0.14416932 0.23850892] [ 0.42359122 0.51993537 0.34135841 0.71996191 0.48322888] [ 0.24837891 0.62499152 0.37727064 0.75220897 0.43011261] [ 0.12881992 0.58861511 0.61659172 0.81985761 0.55402167] [ 0.24307173 0.63633019 0.41400839 0.59779548 0.57717005] [ 0.88580062 0.42814009 0.4929613 0.17308335 0.35274565] [ 0.54595204 0.5654868 0.32310614 0.64116725 0.37276036] [ 0.06525566 0.52061562 0.42737997 0.91391533 0.49469007] [ 0.4038308 0.62836802 0.37616127 0.63913828 0.47676557] [ 0.88993628 0.32076876 0.45628223 0.13637886 0.35354379] [ 0.65600867 0.47811883 0.44879651 0.43209993 0.39479002] [ 0.58727185 0.43907845 0.58081349 0.4519046 0.60370896] [ 0.28818635 0.6260633 0.37225642 0.72819603 0.52619608] [ 0.53970754 0.39478102 0.44017327 0.53672202 0.32731453] [ 0.23729418 0.45168944 0.40210043 0.87261742 0.4928182 ] [ 0.78067843 0.4375741 0.48983717 0.29694502 0.32162178] [ 0.36239208 0.68902345 0.31361346 0.79569628 0.52493198] [ 0.52933774 0.66381193 0.42789141 0.60705575 0.46585816] [ 0.77879713 0.25758585 0.48987983 0.2320845 0.41785016] [ 0.46451752 0.60031183 0.36714215 0.76416938 0.24625157] [ 0.71493264 0.43375677 0.5603816 0.53783597 0.39701977] [ 0.69314008 0.51183966 0.5344718 0.4394517 0.47073974] [ 0.29914264 0.69762309 0.44913782 0.75920698 0.60927255] [ 0.46109233 0.46723612 0.40756402 0.68162694 0.35234799] [ 0.83625337 0.41544987 0.37641458 0.20266966 0.28394456] [ 0.61323269 0.48208266 0.49493764 0.32618084 0.48090772] [ 0.56582189 0.44516983 0.48084051 0.55644361 0.41546647] [ 0.08302773 0.55227468 0.49144116 0.87252683 0.50739973] [ 0.28674355 0.57537774 0.51650885 0.86503278 0.55514143] [ 0.6949768 0.56543493 0.5714582 0.50561843 0.40586454] [ 0.55396185 0.44380864 0.63034617 0.51386675 0.47577225] [ 0.64556762 0.59073603 0.47580456 0.42919736 0.56454488] [ 0.82653916 0.36085355 0.49419256 0.31964184 0.38051522] [ 0.26097327 0.45813705 0.51091756 0.7761785 0.45133377] [ 0.69189667 0.45354463 0.44977031 0.43838215 0.55125327] [ 0.52102898 0.60085072 0.44715649 0.48082653 0.42152981] [ 0.70992741 0.470831 0.51188761 0.31510976 0.28558352] [ 0.40603902 0.61618416 0.3093346 0.71255806 0.44710845] [ 0.25252943 0.4869041 0.46389734 0.77363038 0.64888573] [ 0.24273329 0.63458739 0.43773604 0.69151191 0.4201845 ] [ 0.47018075 0.39152199 0.60232014 0.37462543 0.51542385] [ 0.61481604 0.38936195 0.58384043 0.37314631 0.53740368] [ 0.07699007 0.58842204 0.45554484 0.93039998 0.48329551] [ 0.40188936 0.58045805 0.45992576 0.53011336 0.69587049] [ 0.2852084 0.51238199 0.4305078 0.73483234 0.5639962 ] [ 0.21838235 0.5653434 0.54269913 0.75694861 0.50684273] [ 0.13580893 0.52860059 0.57724961 0.8179533 0.6280128 ] [ 0.66668241 0.36044692 0.50369289 0.37711091 0.48861606] [ 0.11687831 0.54517358 0.45257663 0.90643022 0.58960596] [ 0.44479972 0.56010515 0.53137011 0.70363281 0.4188428 ] [ 0.35968686 0.610515 0.57948202 0.70687109 0.59196024] [ 0.27601843 0.44944225 0.48885708 0.81730282 0.58651468] [ 0.6655092 0.48387181 0.44205008 0.40397845 0.39437047] [ 0.58669271 0.50096318 0.59564128 0.39929787 0.39431488] [ 0.71030007 0.47709308 0.60758732 0.26734303 0.50304877] [ 0.7125139 0.35425617 0.59406629 0.3595668 0.42417304] [ 0.44836381 0.57376096 0.45799948 0.57192847 0.37263453] [ 0.61078626 0.42093333 0.46466459 0.47881703 0.47273358] [ 0.27113297 0.53794985 0.4742318 0.8328493 0.48589153] [ 0.86801796 0.41256856 0.43162397 0.22919775 0.39914637] [ 0.16350393 0.53239645 0.41078872 0.81930932 0.62651161] [ 0.42841565 0.51789079 0.52310565 0.58618469 0.3593035 ] [ 0.63333334 0.5565844 0.56159913 0.36347382 0.48332705] [ 0.6596097 0.59017731 0.4980883 0.47878017 0.31844952] [ 0.31585538 0.44624722 0.54958968 0.59362731 0.55966233] [ 0.72746396 0.4362945 0.44857032 0.39515746 0.5827206 ] [ 0.68554366 0.50969555 0.43526667 0.33020813 0.45039347] [ 0.65858185 0.31313625 0.62603674 0.56446509 0.43827439] [ 0.27189514 0.63008626 0.36414214 0.77731667 0.5752669 ] [ 0.59562634 0.46063186 0.52426465 0.43090093 0.50319755] [ 0.46526552 0.49665727 0.40794018 0.30370009 0.40988037] [ 0.59151836 0.53382813 0.45189413 0.46222347 0.39371456] Progress: 18.9% ... Training loss: 0.656 ... Validation loss: 1.145[ 0.19694478 0.57789228 0.41198377 0.8208793 0.44731115] [ 0.67182519 0.47200167 0.57795286 0.50376834 0.42352882] [ 0.76574411 0.44609052 0.63076476 0.30336173 0.32985944] [ 0.4459803 0.51640857 0.53101997 0.74232865 0.28970889] [ 0.44389965 0.6114819 0.39529145 0.65931223 0.39091155] [ 0.60340022 0.40011491 0.45190405 0.53359762 0.5559006 ] [ 0.55031466 0.5874816 0.3932733 0.46985574 0.4252455 ] [ 0.4543354 0.42890781 0.4385222 0.54326344 0.42088044] [ 0.20195367 0.53504082 0.38753767 0.79798606 0.45400906] [ 0.634222 0.49073606 0.58027661 0.50487353 0.46426153] [ 0.80511747 0.42204552 0.51919759 0.25520052 0.42251558] [ 0.279285 0.46541018 0.52028791 0.58538171 0.62573862] [ 0.23176474 0.60562209 0.46361821 0.88987151 0.55034401] [ 0.37526469 0.34138486 0.6145497 0.65909417 0.45422428] [ 0.36635839 0.58082289 0.56782817 0.8116887 0.53637582] [ 0.18498165 0.69026917 0.44573565 0.75110483 0.57882062] [ 0.7777301 0.33955716 0.59156101 0.13864011 0.40341344] [ 0.28935555 0.59952204 0.36743866 0.80599432 0.47157338] [ 0.58383127 0.44443856 0.52811646 0.31107352 0.45125467] [ 0.57783587 0.45157642 0.55435154 0.49851147 0.50304255] [ 0.74725322 0.38123125 0.55204121 0.32982832 0.39725078] [ 0.69963719 0.46681202 0.3456727 0.46604344 0.39383951] [ 0.63683105 0.47724764 0.52574649 0.45840025 0.4001308 ] [ 0.52872668 0.56635962 0.45864292 0.58186877 0.32956093] [ 0.52167566 0.4261049 0.31366622 0.56482408 0.47101088] [ 0.21978499 0.65341076 0.33996952 0.74425463 0.41588623] [ 0.16731774 0.67843703 0.34772313 0.75419341 0.51337434] [ 0.29860374 0.64842514 0.50316092 0.76966321 0.50520408] [ 0.44027552 0.57796961 0.51134095 0.56484542 0.49620547] [ 0.30233449 0.64470817 0.31565395 0.77131943 0.37202881] [ 0.41183897 0.58428001 0.42671679 0.66381573 0.53848022] [ 0.72109108 0.6152354 0.31956206 0.65706233 0.39943417] [ 0.38195638 0.58776526 0.51438979 0.54281233 0.58390624] [ 0.34479118 0.61427879 0.38068382 0.68780497 0.53776892] [ 0.56753429 0.38962788 0.51357542 0.41384741 0.47314528] [ 0.08262247 0.55345849 0.49097085 0.87295511 0.50789307] [ 0.21720246 0.6562023 0.44937902 0.79205513 0.53353109] [ 0.49271327 0.46192564 0.56356392 0.47566376 0.53533166] [ 0.17545325 0.42215813 0.45936635 0.88201916 0.66122637] [ 0.58404896 0.47208709 0.58545485 0.69923177 0.42948588] [ 0.29635058 0.43458515 0.52359246 0.60590019 0.60012455] [ 0.58758587 0.38999584 0.44663996 0.57537047 0.27731409] [ 0.41598444 0.66472361 0.40241043 0.79614123 0.51923197] [ 0.54155016 0.53676303 0.51322476 0.42437321 0.41531788] [ 0.52886399 0.54133092 0.55596336 0.25425626 0.43252485] [ 0.30034245 0.46098779 0.51108568 0.75925581 0.48233049] [ 0.7457346 0.41784346 0.66004255 0.35942429 0.44109699] [ 0.09638086 0.47525924 0.5278902 0.89029618 0.60772127] [ 0.17708345 0.54492064 0.43532432 0.69763663 0.51257659] [ 0.54866556 0.55548176 0.48693663 0.3851536 0.50677578] [ 0.74750992 0.48944872 0.53035169 0.16779968 0.41841744] [ 0.52430136 0.47371378 0.51138218 0.40442125 0.58655453] [ 0.45346583 0.63099356 0.51260826 0.46352314 0.39163196] [ 0.57398732 0.46238677 0.47834322 0.31972229 0.37499444] [ 0.64457663 0.45104582 0.39555002 0.62386906 0.46553355] [ 0.70901798 0.52310288 0.51393855 0.46171025 0.45815313] [ 0.38082306 0.58835509 0.26589852 0.66003353 0.43864864] [ 0.80776554 0.33754475 0.53902249 0.19830082 0.37757312] [ 0.4786755 0.49771789 0.32585644 0.53260845 0.40541968] [ 0.27012299 0.54738061 0.4595301 0.86123517 0.46717349] [ 0.22313477 0.6451894 0.46875741 0.88353271 0.320843 ] [ 0.74764458 0.51985856 0.60211809 0.23848257 0.48883095] [ 0.54276154 0.601482 0.51199899 0.5753667 0.5081464 ] [ 0.54185298 0.5008422 0.48868572 0.39144541 0.60364981] [ 0.16677344 0.5761981 0.43461403 0.80635369 0.52625707] [ 0.66517118 0.50303835 0.47019668 0.51786071 0.38092225] [ 0.33752898 0.55356167 0.66982709 0.74319041 0.61948172] [ 0.33916559 0.58694557 0.44702397 0.47506157 0.51898006] [ 0.39027508 0.50577337 0.54226376 0.61792665 0.54534879] [ 0.93139328 0.39037278 0.59917745 0.14254686 0.27028563] [ 0.42248199 0.54018595 0.57142316 0.71415138 0.45101958] [ 0.58404896 0.47208709 0.58545485 0.69923177 0.42948588] [ 0.51439454 0.42010596 0.61923591 0.63853892 0.42841432] [ 0.54332296 0.42253637 0.54260778 0.43743847 0.59468487] [ 0.68330695 0.42633316 0.49150977 0.41641934 0.5451801 ] [ 0.17875738 0.72587196 0.41132857 0.79162909 0.46287774] [ 0.51501444 0.43525398 0.38726344 0.69751458 0.51717188] [ 0.81233854 0.4443183 0.53037228 0.30344248 0.4253589 ] [ 0.56977972 0.53542323 0.47486484 0.56981003 0.57081067] [ 0.26003262 0.59498922 0.37166797 0.77076135 0.5989086 ] [ 0.43391941 0.66636153 0.33446019 0.67981496 0.33468763] [ 0.50870198 0.52537106 0.40035555 0.48432198 0.37621776] [ 0.38365455 0.51534981 0.48826288 0.7397148 0.53865571] [ 0.81390346 0.52916693 0.28754871 0.42265837 0.31417969] [ 0.15243246 0.56655198 0.43795524 0.83584261 0.54379406] [ 0.4756684 0.44471129 0.62242467 0.65589312 0.41402903] [ 0.65002561 0.40590631 0.54542415 0.46455863 0.47249986] [ 0.19598816 0.61931758 0.49789514 0.89666503 0.61742965] [ 0.31342054 0.60347901 0.40293149 0.63356483 0.53211313] [ 0.22521311 0.63712937 0.42017228 0.84188918 0.57204158] [ 0.79115484 0.25100712 0.70889383 0.17035906 0.45795565] [ 0.68477506 0.28433569 0.46351673 0.40063153 0.43042075] [ 0.82438832 0.49749984 0.38953838 0.27247454 0.36124401] [ 0.12592133 0.58728984 0.58720438 0.88948853 0.69986595] [ 0.47492231 0.54302766 0.4564105 0.50832829 0.41342449] [ 0.80413374 0.31546122 0.53864267 0.16182898 0.38597284] [ 0.16940672 0.56277473 0.43533341 0.86110182 0.46517434] [ 0.65259137 0.51316148 0.47039862 0.51139597 0.36418547] [ 0.37483122 0.56637943 0.5465892 0.60019088 0.51193832] [ 0.70197213 0.33491151 0.51316791 0.3477237 0.54457047] [ 0.72827125 0.52115651 0.39296149 0.17655897 0.2884667 ] [ 0.52617597 0.48748373 0.501888 0.69255945 0.27137827] [ 0.37604509 0.59707573 0.2393202 0.73684732 0.40016602] [ 0.24987548 0.4846906 0.37628404 0.73635162 0.49326709] [ 0.78674695 0.39270021 0.57216441 0.29265286 0.42241036] [ 0.64920689 0.58029174 0.34286377 0.37557791 0.32375046] [ 0.43123876 0.45548858 0.55088282 0.59025783 0.41439553] [ 0.7319787 0.3736751 0.47393852 0.38981546 0.3647747 ] [ 0.66461111 0.64603923 0.4831867 0.5056106 0.46128554] [ 0.59684591 0.70242314 0.49121996 0.46903126 0.57812151] [ 0.42845962 0.42802654 0.51664454 0.69032463 0.3384075 ] [ 0.60639643 0.52791103 0.62197443 0.41621862 0.46464679] [ 0.14927233 0.58890168 0.48539461 0.8531326 0.50303614] [ 0.40643718 0.62117326 0.48397473 0.53877702 0.48784515] [ 0.64467415 0.58806921 0.46353684 0.50170624 0.3801363 ] [ 0.41894959 0.50287854 0.29342541 0.72934353 0.33819975] [ 0.35014332 0.47479995 0.33769151 0.64794076 0.50767711] [ 0.74307147 0.53273693 0.5573601 0.34528414 0.48051178] [ 0.40313071 0.6436816 0.34173505 0.54405968 0.57456014] [ 0.4802552 0.49799861 0.27280396 0.74854778 0.37204389] [ 0.29411728 0.59126769 0.46518149 0.79594424 0.36052862] [ 0.75069734 0.49938673 0.58040464 0.55544224 0.35233634] [ 0.20173928 0.48115389 0.44401872 0.7737115 0.52109105] [ 0.64467415 0.58806921 0.46353684 0.50170624 0.3801363 ] [ 0.85462177 0.36856419 0.60660375 0.29804149 0.38684191] [ 0.15159281 0.6216085 0.40281705 0.89772739 0.52912832] [ 0.3642417 0.52350217 0.46753594 0.54380849 0.47720418] [ 0.82431172 0.48805859 0.51086217 0.57011336 0.31823832] Progress: 18.9% ... Training loss: 0.656 ... Validation loss: 1.140[ 0.15924412 0.56370767 0.47895992 0.87894574 0.60197284] [ 0.87430326 0.51403531 0.52847979 0.34994098 0.3751295 ] [ 0.61486458 0.5783504 0.45620139 0.49152003 0.32560793] [ 0.53900459 0.56982656 0.53850603 0.55778636 0.52243343] [ 0.74141933 0.46959953 0.47796048 0.1659108 0.48069362] [ 0.72566151 0.500518 0.46862329 0.23721273 0.35432712] [ 0.61685533 0.37019205 0.47912145 0.48286253 0.45123975] [ 0.73106765 0.39328697 0.53914297 0.37673189 0.42786979] [ 0.65908601 0.62380419 0.55668694 0.44612252 0.46806764] [ 0.34568965 0.52642706 0.64795345 0.60721376 0.55632489] [ 0.27176468 0.64487309 0.47327101 0.58286465 0.6027169 ] [ 0.56449836 0.5328102 0.46808119 0.52322061 0.55735385] [ 0.80916764 0.3967526 0.5061432 0.36904294 0.38438108] [ 0.52192385 0.67210559 0.46185449 0.71926592 0.45058426] [ 0.49372982 0.55120001 0.29767956 0.65058772 0.46340654] [ 0.36286876 0.56115323 0.50576571 0.8731584 0.53667887] [ 0.46569403 0.50905982 0.48584856 0.72833028 0.37127291] [ 0.56375796 0.43984679 0.36608463 0.62296383 0.42320068] [ 0.67433601 0.4961654 0.47170406 0.3937725 0.44167513] [ 0.55883468 0.42303555 0.46072987 0.56428111 0.26669039] [ 0.41394699 0.57948278 0.41087203 0.75751608 0.34385908] [ 0.36897426 0.56080199 0.42123029 0.70289082 0.39685005] [ 0.76984323 0.50123037 0.43491142 0.32300187 0.36289092] [ 0.59055915 0.37473254 0.64105257 0.52231677 0.36256992] [ 0.69620116 0.32563745 0.53569174 0.19409587 0.30370055] [ 0.12159993 0.48937856 0.61140363 0.88647968 0.70059999] [ 0.6032306 0.50632319 0.5075847 0.37453162 0.44536298] [ 0.29567749 0.54106106 0.51249342 0.85917013 0.45001102] [ 0.68123537 0.55850245 0.45679632 0.51617993 0.411323 ] [ 0.44566037 0.48911859 0.56051072 0.40170868 0.57725022] [ 0.15097092 0.63419597 0.38360368 0.84866971 0.53940616] [ 0.69272124 0.48644457 0.69321988 0.37420719 0.38939949] [ 0.67439841 0.53330038 0.47875544 0.40672083 0.29110546] [ 0.15418202 0.4878405 0.45049147 0.88067842 0.48769423] [ 0.61816383 0.49319072 0.52946967 0.47495975 0.52784183] [ 0.19787548 0.6718345 0.42143181 0.73943654 0.46332267] [ 0.38201365 0.58940112 0.48239891 0.73224528 0.38887976] [ 0.54686939 0.57621738 0.54912314 0.4074346 0.44666704] [ 0.29671716 0.54227924 0.39655709 0.61771735 0.4270706 ] [ 0.1040367 0.66873482 0.37182728 0.91455883 0.56059115] [ 0.53185346 0.46359694 0.64883627 0.6185663 0.43174899] [ 0.5828141 0.47871536 0.60758119 0.60829347 0.4570585 ] [ 0.78738345 0.46215089 0.4685902 0.47170838 0.40784312] [ 0.87618203 0.35732482 0.43005418 0.16226853 0.30427617] [ 0.50455152 0.49631507 0.47436167 0.46891168 0.45511855] [ 0.47369378 0.41632028 0.43452011 0.50507614 0.42332787] [ 0.88409737 0.37238946 0.56721646 0.19175741 0.40623247] [ 0.39894224 0.53367032 0.47121751 0.62549389 0.44445248] [ 0.2549433 0.53379335 0.52976235 0.7653858 0.34417922] [ 0.63685739 0.51016586 0.48416219 0.51710064 0.45195258] [ 0.13864987 0.70918246 0.33179562 0.82855466 0.49669902] [ 0.27176043 0.55895931 0.4829141 0.74093894 0.33953772] [ 0.47282495 0.38643305 0.52361251 0.7915277 0.45778016] [ 0.462406 0.72453678 0.33269391 0.84688584 0.35309588] [ 0.5771146 0.50074368 0.45248704 0.43413543 0.45274711] [ 0.21773735 0.72890225 0.36644517 0.85816362 0.51403794] [ 0.50305052 0.45332929 0.36926052 0.60158428 0.42045698] [ 0.73908625 0.43446139 0.35948212 0.37328761 0.43690732] [ 0.72698257 0.47389613 0.47243059 0.2857889 0.39292215] [ 0.4733471 0.50517235 0.45460218 0.7158831 0.42221176] [ 0.43853126 0.46008143 0.49087156 0.61774047 0.51635549] [ 0.34365103 0.52720348 0.62316925 0.41264802 0.59604756] [ 0.57992782 0.36060017 0.65011183 0.54745185 0.32279269] [ 0.47343746 0.3791206 0.57257897 0.71864509 0.42910516] [ 0.86690814 0.46228523 0.51540578 0.18639902 0.40771706] [ 0.76902041 0.32274749 0.4807604 0.20363188 0.36575506] [ 0.78610023 0.42195992 0.57793961 0.20917465 0.45314463] [ 0.54145659 0.47217498 0.53787261 0.74637955 0.41152902] [ 0.59058455 0.53187981 0.44608163 0.45666404 0.49605304] [ 0.48916561 0.43492675 0.53011347 0.59353968 0.34476447] [ 0.20510178 0.43256403 0.54050858 0.77631648 0.6379926 ] [ 0.63141994 0.37714463 0.4610362 0.48054402 0.5020082 ] [ 0.44847267 0.46174597 0.53348807 0.61049605 0.52806151] [ 0.25730863 0.59722155 0.30933381 0.81563659 0.42488536] [ 0.68333784 0.55698317 0.55820925 0.43267805 0.43551089] [ 0.62739626 0.44963808 0.62625105 0.48034423 0.42633682] [ 0.81091483 0.40636647 0.42269527 0.30721396 0.34356594] [ 0.39112096 0.42385943 0.44283617 0.47902191 0.54169817] [ 0.75885249 0.51737189 0.53174934 0.37575529 0.52950137] [ 0.86663534 0.35214916 0.59003175 0.22730018 0.25129088] [ 0.38463022 0.53415895 0.55509805 0.81323483 0.50468898] [ 0.31795895 0.51821734 0.47727247 0.65893012 0.59835818] [ 0.42452744 0.38158449 0.59942801 0.70933019 0.35455689] [ 0.30049729 0.54024086 0.49377374 0.75496274 0.32725874] [ 0.15609484 0.66934586 0.43005013 0.79732785 0.60864312] [ 0.74047457 0.2339484 0.50752021 0.24710445 0.45187652] [ 0.26743806 0.46385402 0.56462798 0.63669919 0.49409786] [ 0.30846559 0.51549233 0.66153165 0.79542017 0.49328684] [ 0.5287887 0.45682036 0.44396905 0.49210564 0.34185547] [ 0.40051164 0.54155182 0.2405995 0.71282137 0.43882145] [ 0.78420167 0.50627069 0.50547388 0.31831063 0.47155744] [ 0.09446146 0.63294589 0.3991222 0.93393199 0.54227165] [ 0.6959982 0.60868868 0.51256007 0.42789409 0.4202733 ] [ 0.49290005 0.43124912 0.57994393 0.379733 0.41414092] [ 0.64421954 0.40199973 0.46298669 0.41200141 0.45139777] [ 0.27698697 0.62595072 0.31399942 0.65182585 0.42832016] [ 0.36451386 0.57463136 0.34524396 0.75643898 0.40960808] [ 0.20711576 0.49538502 0.60805649 0.82431849 0.60207872] [ 0.66169047 0.42091763 0.45615693 0.39389643 0.36578101] [ 0.339121 0.58340553 0.51836065 0.62660916 0.47322416] [ 0.23336963 0.59736015 0.43279993 0.76461924 0.49241489] [ 0.22394035 0.53528421 0.39223655 0.77954085 0.57978732] [ 0.67218564 0.31098093 0.56118639 0.20659066 0.48424117] [ 0.42174542 0.44056936 0.49693374 0.49537226 0.53153986] [ 0.60929427 0.45393071 0.59538584 0.41020894 0.45494222] [ 0.17655988 0.5615132 0.51604052 0.88101628 0.48987025] [ 0.59186967 0.63239798 0.46666457 0.57884516 0.46922542] [ 0.87168602 0.39723658 0.62509303 0.14560292 0.33639115] [ 0.45358823 0.54530955 0.53405836 0.50902549 0.61269684] [ 0.49290005 0.43124912 0.57994393 0.379733 0.41414092] [ 0.23578584 0.52387278 0.43716866 0.80646338 0.36847671] [ 0.17030212 0.66073155 0.4675535 0.7831067 0.47890967] [ 0.22822218 0.7047124 0.2430065 0.81589342 0.46849443] [ 0.67505945 0.40702387 0.52097262 0.58794254 0.36665128] [ 0.27201571 0.55756893 0.43679685 0.73098966 0.50008498] [ 0.68052908 0.47784001 0.58882017 0.43925798 0.42880227] [ 0.51471565 0.40191798 0.54529387 0.74626645 0.29637383] [ 0.24771857 0.50214888 0.61131447 0.86996373 0.48679068] [ 0.90696763 0.37079504 0.45623377 0.33731388 0.33184892] [ 0.78283396 0.56654039 0.46913347 0.38489304 0.45617824] [ 0.70765326 0.33498384 0.55327298 0.27288681 0.4919568 ] [ 0.6713583 0.59017276 0.52966714 0.52214708 0.44392613] [ 0.44706681 0.61165288 0.32243977 0.64504306 0.33744962] [ 0.77858111 0.4866906 0.42256733 0.36466755 0.39615758] [ 0.20111039 0.47849252 0.35268377 0.85767099 0.59843459] [ 0.8291796 0.45178177 0.55572729 0.23544534 0.41704441] [ 0.88981212 0.39065177 0.53070241 0.22234652 0.36180812] [ 0.56708987 0.60524796 0.40940817 0.64133614 0.4719511 ] Progress: 19.0% ... Training loss: 0.656 ... Validation loss: 1.137[ 0.43614161 0.42579401 0.46392131 0.65593802 0.2851724 ] [ 0.32978394 0.5695255 0.34782553 0.66560336 0.46241028] [ 0.79036396 0.35096797 0.57507774 0.24477395 0.36215532] [ 0.29620464 0.55934804 0.49459816 0.83010701 0.45313796] [ 0.70283212 0.38030785 0.39034502 0.39385616 0.50785495] [ 0.35961191 0.4446164 0.51469766 0.59725642 0.62748882] [ 0.6919067 0.38920927 0.49087006 0.506974 0.3422499 ] [ 0.32184471 0.54324977 0.60083327 0.70601007 0.55648136] [ 0.08265903 0.62431639 0.45509893 0.92862376 0.5485336 ] [ 0.1402677 0.56827577 0.43856331 0.78938591 0.59465488] [ 0.32152422 0.55726891 0.47446641 0.66137533 0.57447748] [ 0.17911254 0.57726803 0.4950634 0.91504607 0.58396621] [ 0.36581029 0.54099562 0.470417 0.59358023 0.57657279] [ 0.7223667 0.42515986 0.59455834 0.2427714 0.43031219] [ 0.22992385 0.69192925 0.32028455 0.79921955 0.47008632] [ 0.2973305 0.76387123 0.28415704 0.84279042 0.49281748] [ 0.43569116 0.46635307 0.45751991 0.57465985 0.4542317 ] [ 0.47420745 0.44459494 0.56391781 0.63706664 0.33027879] [ 0.24584273 0.52180816 0.59079825 0.83993043 0.48894511] [ 0.17447685 0.62654019 0.54042119 0.83307953 0.60861837] [ 0.71993303 0.39670469 0.46122386 0.39321488 0.5159721 ] [ 0.79087536 0.41589711 0.48768984 0.49009071 0.37334528] [ 0.16819664 0.4662753 0.34389479 0.86486041 0.47214274] [ 0.29601602 0.6038679 0.41664233 0.73245173 0.39424451] [ 0.3815041 0.58991164 0.40717859 0.75926211 0.56825022] [ 0.20963425 0.67172335 0.30890993 0.84396059 0.5626319 ] [ 0.78064923 0.38094935 0.5545013 0.34681005 0.35040982] [ 0.53180943 0.61164726 0.54628507 0.50954724 0.50555606] [ 0.08011458 0.54625066 0.49954561 0.91233959 0.61224774] [ 0.56534046 0.44955054 0.46263393 0.6673967 0.50590033] [ 0.4844859 0.47757073 0.42772187 0.5162321 0.42164995] [ 0.61571551 0.36512352 0.50744252 0.35584008 0.50330597] [ 0.69270046 0.36885681 0.53970762 0.20916269 0.46469277] [ 0.56688949 0.56703444 0.29119568 0.58290768 0.32422499] [ 0.45728745 0.55954633 0.49722385 0.52594233 0.395602 ] [ 0.31592957 0.45685484 0.4397781 0.83014903 0.50743621] [ 0.47039186 0.50283828 0.53067584 0.5334427 0.4936227 ] [ 0.18733349 0.64607607 0.46806012 0.82322168 0.48274299] [ 0.25611094 0.61006404 0.49630398 0.81890075 0.43033932] [ 0.29466879 0.57825268 0.5835716 0.79032122 0.51598852] [ 0.28984683 0.47953295 0.35781921 0.88108293 0.41068159] [ 0.73187609 0.57831044 0.3824337 0.53406221 0.48430254] [ 0.53394476 0.66280222 0.37538454 0.62154937 0.44755297] [ 0.55360721 0.41566301 0.4602846 0.35296453 0.45673096] [ 0.49521405 0.36118172 0.5078389 0.57624447 0.33768658] [ 0.63436834 0.40294704 0.60206786 0.23691105 0.48546833] [ 0.93177149 0.38936198 0.59956247 0.14208582 0.26992776] [ 0.30580579 0.44406605 0.6979977 0.60666282 0.59808826] [ 0.36612941 0.58139366 0.56759805 0.81188228 0.53663173] [ 0.78018076 0.4424084 0.51243974 0.27673844 0.33648619] [ 0.76158247 0.55431089 0.42418443 0.31067721 0.36635616] [ 0.69471163 0.27711356 0.42660832 0.37884445 0.41407004] [ 0.50460966 0.44781428 0.58588073 0.62797499 0.4279423 ] [ 0.23482758 0.58605475 0.33374426 0.7778611 0.52891061] [ 0.12077529 0.55314342 0.53897331 0.89615303 0.5833353 ] [ 0.56081581 0.67265399 0.42314188 0.69798786 0.41752732] [ 0.48371318 0.4540169 0.56476911 0.46610026 0.49064657] [ 0.29129539 0.5424225 0.57255983 0.78534037 0.51413412] [ 0.71352408 0.43746958 0.61697288 0.28557997 0.48566364] [ 0.31264689 0.39231071 0.54700422 0.74899203 0.43279093] [ 0.54399244 0.53578569 0.50253315 0.48750544 0.48675764] [ 0.29351028 0.59215529 0.4648283 0.79632481 0.36089273] [ 0.56440618 0.63773088 0.42193667 0.76397132 0.34440524] [ 0.43619392 0.53265442 0.38007504 0.61108114 0.54874978] [ 0.37973905 0.41913179 0.67490544 0.7394875 0.44284481] [ 0.39814623 0.39982964 0.43624564 0.79056398 0.37521547] [ 0.8302426 0.39515349 0.60474391 0.35607435 0.42534779] [ 0.67422022 0.41248294 0.67023069 0.28441916 0.49266595] [ 0.55653338 0.49998154 0.69807001 0.4995916 0.47506662] [ 0.30483323 0.54724764 0.55281785 0.71975736 0.49828381] [ 0.67754296 0.33266485 0.60959574 0.27971724 0.45301209] [ 0.56308959 0.39052968 0.49499288 0.33080555 0.47367596] [ 0.54833206 0.47763906 0.52258477 0.46734702 0.54085118] [ 0.27145423 0.64513292 0.47315816 0.5830756 0.60283316] [ 0.31995977 0.51145634 0.53653561 0.79177938 0.47529293] [ 0.40089675 0.64324912 0.35141306 0.79772563 0.48297132] [ 0.56485143 0.56770729 0.51779818 0.50996341 0.30908353] [ 0.78180236 0.29812148 0.51359185 0.25629169 0.33343185] [ 0.83594031 0.32688541 0.51578199 0.2214158 0.31410228] [ 0.15811308 0.58345195 0.43108065 0.92259318 0.5146732 ] [ 0.7186158 0.54376236 0.48163311 0.58259566 0.3818561 ] [ 0.58855278 0.53950509 0.46009155 0.61979734 0.30786589] [ 0.77878187 0.378952 0.57164154 0.34409812 0.44645889] [ 0.59976136 0.35506314 0.58469419 0.2045895 0.53917914] [ 0.12574238 0.62285761 0.48404454 0.75189384 0.54278012] [ 0.61542065 0.47798844 0.59900994 0.4193955 0.37362332] [ 0.82301706 0.37810269 0.61089777 0.26264952 0.45491401] [ 0.46200439 0.45159142 0.66806141 0.70685971 0.44988931] [ 0.54328859 0.60294637 0.46799494 0.52782761 0.27195971] [ 0.80279927 0.3849235 0.5118121 0.26758942 0.38281395] [ 0.66590727 0.49612217 0.49966422 0.33058543 0.4527626 ] [ 0.54186153 0.34863035 0.46187133 0.39919103 0.42402007] [ 0.57383605 0.44799742 0.45116913 0.51137394 0.40332649] [ 0.14418759 0.61820763 0.36453679 0.81824866 0.56970956] [ 0.45871655 0.48248729 0.56006081 0.5126607 0.52654897] [ 0.50444158 0.48512855 0.57555822 0.74173526 0.43694656] [ 0.78887764 0.43727537 0.5333424 0.15256271 0.40185549] [ 0.14567069 0.6452838 0.54360737 0.9175879 0.493752 ] [ 0.22179025 0.46193018 0.38559115 0.85994435 0.43532715] [ 0.55698998 0.36839483 0.53649765 0.41778769 0.45144371] [ 0.4679024 0.64051474 0.40804364 0.73723681 0.35931149] [ 0.53242876 0.46342338 0.64889287 0.61829035 0.43167181] [ 0.70482017 0.44415433 0.4995773 0.38384149 0.4027217 ] [ 0.46849337 0.42745055 0.43138565 0.64651944 0.56447272] [ 0.13495009 0.4754846 0.36621587 0.88078286 0.56682802] [ 0.7646264 0.55472424 0.52682607 0.39493807 0.41810796] [ 0.66626359 0.54256724 0.52509503 0.51647659 0.43945301] [ 0.63052463 0.41512672 0.51826987 0.40704949 0.37912326] [ 0.62330103 0.4744643 0.40935096 0.53206229 0.41386769] [ 0.23360547 0.67162356 0.3179625 0.73866273 0.53491716] [ 0.74417385 0.52879601 0.60487273 0.26271054 0.50221042] [ 0.41088953 0.51824035 0.35108844 0.68727009 0.51096507] [ 0.41566501 0.46418078 0.52776212 0.41185926 0.5144213 ] [ 0.54851689 0.44896933 0.50491488 0.51987632 0.47848228] [ 0.40155078 0.66809222 0.35231642 0.81668695 0.5815916 ] [ 0.11442337 0.57957488 0.40758173 0.90523468 0.52884343] [ 0.7033148 0.38956586 0.42448339 0.31984851 0.46793416] [ 0.34984313 0.51265891 0.38929796 0.63576912 0.35952079] [ 0.19252088 0.52664906 0.56836699 0.74683509 0.6437352 ] [ 0.21141054 0.49218172 0.46149295 0.68878164 0.53987784] [ 0.24457137 0.51938571 0.43330997 0.80788776 0.40525812] [ 0.45291485 0.54117005 0.38420926 0.61995671 0.52680796] [ 0.27770473 0.66213103 0.48100562 0.7408331 0.46173966] [ 0.53395585 0.37464136 0.57384547 0.31218313 0.51123011] [ 0.43956781 0.49449858 0.51010368 0.64762503 0.31086671] [ 0.18069048 0.48748157 0.40168722 0.88458222 0.44299078] [ 0.32037161 0.50513384 0.49175912 0.60685646 0.44160188] [ 0.73805416 0.33995392 0.5868423 0.42904625 0.32906454] Progress: 19.1% ... Training loss: 0.656 ... Validation loss: 1.132[ 0.48208623 0.55471877 0.53223709 0.41483207 0.54731044] [ 0.75071839 0.5080448 0.46009014 0.32984267 0.45278625] [ 0.24918535 0.52249426 0.44269792 0.68571537 0.36536713] [ 0.33254951 0.48751858 0.58406174 0.81251125 0.48562661] [ 0.28595993 0.60896176 0.52924643 0.67844845 0.58788439] [ 0.28271849 0.66082248 0.4293819 0.76683895 0.46199694] [ 0.72461589 0.355466 0.51876369 0.24805699 0.27097795] [ 0.57250677 0.37799404 0.57524315 0.28193138 0.50805997] [ 0.88615423 0.44523261 0.5397073 0.2823985 0.32825154] [ 0.43663298 0.47761726 0.45842925 0.83993677 0.46354931] [ 0.37249452 0.5509173 0.43737218 0.6938784 0.39803873] [ 0.61005225 0.47979077 0.40569539 0.40504977 0.50274001] [ 0.29709646 0.54677316 0.41096628 0.6929278 0.40329005] [ 0.12209371 0.59782458 0.42212938 0.88423087 0.56058604] [ 0.5393658 0.40530613 0.61900454 0.3059121 0.61421384] [ 0.86641844 0.42799556 0.53856134 0.14313857 0.38755689] [ 0.10856106 0.64468314 0.43040106 0.89042543 0.51345372] [ 0.11092421 0.58904684 0.44327473 0.903998 0.52539487] [ 0.86707065 0.39274506 0.3961438 0.28364112 0.38379423] [ 0.80924967 0.47636035 0.54728978 0.3310732 0.41462736] [ 0.32620472 0.50025845 0.5594107 0.67172538 0.54674579] [ 0.54837934 0.38521648 0.54151376 0.62954274 0.41482648] [ 0.69257972 0.54700159 0.60681621 0.53371032 0.40300824] [ 0.4186985 0.41461096 0.4931665 0.59579563 0.47491672] [ 0.42219669 0.37792615 0.40542779 0.56527267 0.50002867] [ 0.7758358 0.47649032 0.48178038 0.38843989 0.29571807] [ 0.36994345 0.57249552 0.49807646 0.76666999 0.50541218] [ 0.57048086 0.40285762 0.50020675 0.50522693 0.29157975] [ 0.46312022 0.56649536 0.46242647 0.56494833 0.41337387] [ 0.08084917 0.64129376 0.43998163 0.89908889 0.63236861] [ 0.79004434 0.48217686 0.55828423 0.3450595 0.43052116] [ 0.58787679 0.38893767 0.4999932 0.26253292 0.54757868] [ 0.39233011 0.59163516 0.55203681 0.71084849 0.44313833] [ 0.45747176 0.40232268 0.57205577 0.58815261 0.46638504] [ 0.42045278 0.39561135 0.58850442 0.71623374 0.48582095] [ 0.77596025 0.4169518 0.53482143 0.31395727 0.47518284] [ 0.60784906 0.3668065 0.62658141 0.50599396 0.30828003] [ 0.42899364 0.56787365 0.36921172 0.6560078 0.60604322] [ 0.29263148 0.4752614 0.57611031 0.70328842 0.41862381] [ 0.69199968 0.40849164 0.47452946 0.37102159 0.36355771] [ 0.37133497 0.46673707 0.53015312 0.52182931 0.64949365] [ 0.37435489 0.34225415 0.61418463 0.66002465 0.45460342] [ 0.60773196 0.47959905 0.42745425 0.66731999 0.33138782] [ 0.54163788 0.52669777 0.34897883 0.79206511 0.51481951] [ 0.37208164 0.6131601 0.4129425 0.61691296 0.36552659] [ 0.84442053 0.44343128 0.48502863 0.37008941 0.31864786] [ 0.34504483 0.55502264 0.37746387 0.72825712 0.39144363] [ 0.83789304 0.27574785 0.75018123 0.17043299 0.45609816] [ 0.5892869 0.60783317 0.39991905 0.42830727 0.4547439 ] [ 0.49727516 0.63637169 0.36550903 0.68569338 0.47744836] [ 0.81818356 0.48438482 0.60280611 0.19675205 0.45117284] [ 0.66975053 0.40269472 0.45180108 0.34498645 0.24818055] [ 0.69776139 0.51726931 0.56218606 0.53370764 0.36995215] [ 0.36315152 0.52463379 0.46708533 0.54486263 0.47767641] [ 0.63857158 0.53612932 0.42079911 0.36646452 0.44801674] [ 0.83135205 0.31476928 0.58760783 0.15806348 0.44832565] [ 0.6805307 0.41312371 0.42862489 0.70752724 0.3876302 ] [ 0.49283533 0.58836172 0.39899403 0.63202088 0.48492073] [ 0.86482191 0.39045901 0.41803201 0.13523952 0.25635594] [ 0.45008473 0.49536505 0.62458347 0.73362496 0.41427099] [ 0.47370455 0.51032451 0.40249316 0.7925326 0.31584584] [ 0.66158528 0.37754991 0.64610631 0.34889543 0.53951692] [ 0.4408529 0.49218086 0.4787743 0.822119 0.44156761] [ 0.33552205 0.59543847 0.49739244 0.72111131 0.41575396] [ 0.13080605 0.56863891 0.36378747 0.90020568 0.6135086 ] [ 0.11892195 0.51433724 0.44191174 0.91303612 0.65801014] [ 0.15297693 0.56230407 0.52803084 0.87231149 0.50362904] [ 0.24091553 0.64004094 0.53188902 0.78806124 0.5148388 ] [ 0.10256305 0.46937137 0.43599504 0.85938694 0.61492293] [ 0.24524368 0.50461328 0.46726756 0.87245162 0.60126496] [ 0.54774819 0.53064229 0.44179183 0.62069436 0.48861781] [ 0.50253279 0.36485495 0.5801488 0.62545056 0.43816532] [ 0.77951887 0.35230203 0.53335645 0.2660067 0.43958677] [ 0.7122833 0.42022442 0.39982381 0.25123469 0.32117441] [ 0.3423631 0.56999876 0.46238187 0.62224443 0.43360653] [ 0.50550718 0.52442323 0.59828188 0.48307872 0.32894604] [ 0.74376459 0.47986456 0.49508822 0.55601858 0.41041275] [ 0.39377086 0.57226306 0.47033073 0.62739983 0.4241677 ] [ 0.80264665 0.45656972 0.51879558 0.16957718 0.39062174] [ 0.26011067 0.60053542 0.53488318 0.84036946 0.49734702] [ 0.14609079 0.51021477 0.457836 0.91212777 0.5202884 ] [ 0.30703165 0.55081517 0.54634157 0.6150409 0.6125699 ] [ 0.14105132 0.65664133 0.45113492 0.80077843 0.54732234] [ 0.7965803 0.35456316 0.58604801 0.35975889 0.39061397] [ 0.65964404 0.41174482 0.57402786 0.42709258 0.5388598 ] [ 0.66728918 0.47372578 0.49407902 0.3842507 0.3535022 ] [ 0.71149038 0.51993691 0.47203305 0.5119107 0.36568648] [ 0.56213606 0.40368777 0.58890482 0.6188665 0.43683636] [ 0.51843337 0.56842915 0.44955825 0.700492 0.55359745] [ 0.52541417 0.53568721 0.39864075 0.75708115 0.5182936 ] [ 0.10136602 0.52123263 0.35766711 0.92896463 0.60814317] [ 0.73903344 0.37752386 0.65325418 0.27539097 0.51297684] [ 0.43527888 0.52800822 0.41735239 0.60606354 0.49188294] [ 0.68065283 0.46066136 0.55343773 0.40925893 0.5195118 ] [ 0.58393645 0.60443871 0.51786317 0.42545184 0.65676732] [ 0.75108514 0.41582368 0.57771761 0.38287395 0.39787993] [ 0.53661705 0.59969747 0.36372001 0.58777853 0.35686081] [ 0.76665217 0.56309392 0.36212418 0.50234825 0.33255843] [ 0.66918238 0.36783196 0.53323128 0.36150944 0.48170897] [ 0.22935812 0.56451451 0.4956004 0.81022327 0.60701942] [ 0.48865661 0.51203468 0.51470135 0.57246503 0.43345516] [ 0.62365157 0.56261899 0.45268942 0.40288514 0.54862524] [ 0.14015067 0.57859845 0.42111853 0.87201558 0.46093241] [ 0.76423902 0.43404385 0.59837735 0.14919168 0.48611872] [ 0.17435606 0.51955195 0.52955422 0.87340059 0.50097196] [ 0.55334947 0.40454237 0.43695008 0.47946311 0.46262581] [ 0.29706732 0.59911512 0.45886862 0.76124299 0.61604772] [ 0.43657847 0.4605396 0.66460889 0.61579092 0.46675447] [ 0.84724137 0.41335155 0.54051858 0.27779791 0.39712054] [ 0.12179035 0.5862138 0.38849661 0.91897148 0.48495123] [ 0.55350234 0.59914787 0.27104291 0.53901239 0.3673978 ] [ 0.50937676 0.5250923 0.51106264 0.44447204 0.36256626] [ 0.55350234 0.59914787 0.27104291 0.53901239 0.3673978 ] [ 0.58460898 0.59847206 0.44017365 0.63395317 0.33729169] [ 0.46540774 0.40082662 0.55103266 0.64576156 0.42839449] [ 0.7916734 0.42845778 0.35863972 0.3567479 0.3606043 ] [ 0.71439147 0.47609261 0.35440624 0.38723682 0.45798698] [ 0.14671718 0.60622591 0.54755254 0.85335947 0.55142042] [ 0.33736155 0.51857945 0.45691071 0.69042898 0.34862204] [ 0.50862209 0.58742596 0.41600245 0.51682886 0.52387999] [ 0.78281448 0.49009968 0.39181007 0.3343125 0.2987722 ] [ 0.28022076 0.55066418 0.33676529 0.71177383 0.48764919] [ 0.7680371 0.4814427 0.59339291 0.3580086 0.35890044] [ 0.30216161 0.47255522 0.41477662 0.75122253 0.4473026 ] [ 0.44818772 0.59390317 0.35706635 0.53355401 0.36373877] [ 0.27229826 0.52196323 0.49458869 0.86193488 0.50524969] [ 0.69964319 0.38536784 0.53596433 0.23124823 0.40865388] [ 0.75921455 0.52653664 0.54197709 0.40744099 0.41960957] Progress: 19.1% ... Training loss: 0.655 ... Validation loss: 1.140[ 0.71263188 0.50025041 0.49019055 0.33830463 0.3272074 ] [ 0.41861558 0.47242123 0.46447268 0.61357533 0.3483293 ] [ 0.47729403 0.59529228 0.46811933 0.53606237 0.49926819] [ 0.54606688 0.61642742 0.42440672 0.70509031 0.32992645] [ 0.30269158 0.60810043 0.48029477 0.86835425 0.38137511] [ 0.33994424 0.53670735 0.39178843 0.75183323 0.31275828] [ 0.72215436 0.55263634 0.44374589 0.46182641 0.43286397] [ 0.76489728 0.54110323 0.48408068 0.44477145 0.39435545] [ 0.49088755 0.62778575 0.2509199 0.65248262 0.37204213] [ 0.23794171 0.61496448 0.42870318 0.71878418 0.4999586 ] [ 0.58017616 0.54475237 0.45106093 0.51293042 0.4713011 ] [ 0.5497145 0.40198298 0.45133893 0.58799899 0.45720626] [ 0.25472139 0.57323684 0.49323826 0.75739073 0.403445 ] [ 0.76503991 0.41963563 0.5338503 0.3304368 0.40212152] [ 0.48963159 0.5701097 0.5550559 0.59469737 0.37403342] [ 0.79773238 0.40267763 0.63907405 0.33360927 0.41891118] [ 0.28456602 0.4088313 0.49851234 0.73993657 0.42927753] [ 0.60824086 0.58206152 0.45025799 0.54670007 0.47909064] [ 0.50830068 0.48166965 0.64109167 0.63942524 0.45507277] [ 0.73355884 0.34290258 0.67047071 0.31820246 0.39195994] [ 0.52981377 0.60413814 0.48245734 0.55302651 0.49742279] [ 0.51658169 0.50322845 0.41638936 0.59649373 0.33496539] [ 0.36113351 0.62338666 0.49137404 0.70691533 0.35738821] [ 0.79405188 0.4455395 0.44832914 0.37823201 0.38438834] [ 0.7721227 0.48255372 0.50425503 0.36091758 0.37215367] [ 0.12576492 0.62337501 0.48385129 0.75207276 0.54299668] [ 0.25081051 0.52726693 0.54353437 0.72642353 0.36478285] [ 0.15487144 0.67370298 0.48505878 0.7639618 0.52973101] [ 0.63273014 0.52366871 0.26266947 0.45913711 0.37936901] [ 0.59921045 0.39696602 0.60325787 0.26092766 0.46305536] [ 0.66238139 0.52973718 0.43573544 0.29276437 0.30457718] [ 0.46268682 0.6445069 0.4775844 0.58850751 0.36205525] [ 0.15630293 0.67921523 0.36033986 0.85502617 0.52690998] [ 0.42178252 0.41250791 0.62554893 0.50050316 0.41510783] [ 0.86101007 0.31622468 0.45720459 0.10396657 0.31448234] [ 0.90093695 0.36989919 0.48867459 0.16460651 0.28024545] [ 0.82344474 0.37763892 0.61105811 0.26224526 0.45471615] [ 0.3478774 0.63029881 0.59764942 0.66857379 0.56566409] [ 0.25568375 0.67653934 0.4626177 0.77521994 0.4025438 ] [ 0.57273448 0.60779561 0.40516032 0.5601091 0.36329341] [ 0.21605926 0.59650022 0.51554359 0.85982153 0.45731121] [ 0.35300872 0.49748798 0.34102928 0.71721795 0.38709003] [ 0.53472949 0.51393045 0.46731641 0.59316901 0.42314532] [ 0.42585964 0.64145119 0.48712973 0.77311413 0.59331478] [ 0.21960633 0.71283256 0.33411079 0.74589798 0.46893179] [ 0.35499263 0.57521298 0.40270916 0.79251431 0.46455622] [ 0.64563525 0.5877307 0.46367114 0.50108004 0.38000687] [ 0.22632746 0.48956047 0.45192747 0.90751776 0.47170564] [ 0.24679037 0.50353519 0.61083906 0.87034102 0.48736094] [ 0.35189598 0.56212094 0.47305171 0.56373118 0.4735986 ] [ 0.51901879 0.54284224 0.41889553 0.52477083 0.3043871 ] [ 0.62052612 0.52040021 0.51471307 0.38837677 0.51920247] [ 0.30671157 0.56324943 0.45958653 0.56188829 0.40443344] [ 0.31578316 0.4576058 0.41128188 0.87049943 0.43992733] [ 0.40227372 0.54905115 0.46758288 0.50120642 0.45533161] [ 0.82821609 0.39379402 0.58719906 0.18850199 0.38057776] [ 0.34345924 0.48571896 0.4018415 0.6939817 0.37300315] [ 0.17037524 0.52614536 0.42724253 0.87548419 0.42322802] [ 0.41898698 0.46640963 0.57675456 0.42640886 0.55147484] [ 0.29880077 0.57281081 0.51662071 0.81622041 0.46806056] [ 0.54365504 0.50668939 0.65680332 0.62776929 0.41488666] [ 0.1878455 0.64625211 0.46800317 0.82307375 0.48282366] [ 0.08882032 0.62597268 0.51655049 0.91750152 0.68016479] [ 0.22583964 0.54584231 0.60800957 0.67786883 0.53818187] [ 0.61837852 0.49691025 0.56887289 0.44008113 0.55127273] [ 0.41187594 0.53024921 0.45814832 0.49463686 0.52775852] [ 0.51667785 0.54811939 0.40217047 0.52589082 0.48831695] [ 0.59095503 0.4450834 0.58353943 0.65522555 0.37782759] [ 0.49144957 0.41484045 0.53653611 0.41010396 0.58234881] [ 0.5635594 0.45279925 0.58261034 0.39861311 0.45289759] [ 0.43029631 0.49330948 0.50750973 0.47965265 0.47611127] [ 0.4393018 0.61429399 0.48081223 0.73434241 0.4501391 ] [ 0.30733136 0.6783971 0.44549904 0.68793749 0.46259744] [ 0.19932213 0.53400889 0.5209698 0.73207189 0.5964161 ] [ 0.51266909 0.52250582 0.42073755 0.35459738 0.38193494] [ 0.15312886 0.50545975 0.41376455 0.72958305 0.59600379] [ 0.62675035 0.43170732 0.51616709 0.3630851 0.57778301] [ 0.7698671 0.45760159 0.56406625 0.4382921 0.40298109] [ 0.60948267 0.45147611 0.39312537 0.50403781 0.36066116] [ 0.21310341 0.5976857 0.51009129 0.88089761 0.56119489] [ 0.3793987 0.43032524 0.59736403 0.69176787 0.37684928] [ 0.58325038 0.52735784 0.45676444 0.53555009 0.37861759] [ 0.56760147 0.53546111 0.54416299 0.39648066 0.41401309] [ 0.24449968 0.50007162 0.47644672 0.54119397 0.57959416] [ 0.58881175 0.55020752 0.47253603 0.53809234 0.4381534 ] [ 0.42344667 0.5026878 0.48437014 0.47568565 0.42205701] [ 0.28982806 0.48922877 0.45101864 0.79995534 0.34814691] [ 0.25263924 0.5157284 0.55111528 0.84532612 0.47196952] [ 0.30284324 0.55540936 0.32657861 0.80903289 0.44756462] [ 0.60099548 0.35549464 0.57106835 0.34599309 0.42268336] [ 0.0778052 0.58838129 0.56778696 0.88414454 0.63736319] [ 0.59910724 0.38903916 0.59728206 0.59335182 0.42266411] [ 0.21724672 0.49274217 0.47424831 0.74652602 0.44563088] [ 0.60389663 0.59987942 0.480892 0.46764694 0.61176634] [ 0.60883183 0.53929191 0.51191842 0.55826139 0.43460096] [ 0.61509779 0.6481253 0.47936502 0.52298475 0.39147003] [ 0.19919535 0.48625093 0.55626228 0.88022027 0.40370886] [ 0.63377278 0.46992526 0.56935387 0.67704541 0.41605634] [ 0.61036546 0.46290653 0.53045624 0.41457804 0.37333036] [ 0.34209062 0.65466217 0.41727973 0.64855984 0.43784736] [ 0.83128616 0.46558438 0.62920516 0.22911213 0.47235746] [ 0.49167512 0.52906021 0.3780477 0.70594239 0.53834158] [ 0.62227197 0.57737159 0.48117225 0.53131279 0.42007832] [ 0.21886039 0.44714032 0.66745679 0.66236904 0.51453272] [ 0.80802639 0.33592387 0.58894383 0.21209304 0.35724965] [ 0.26771029 0.52440151 0.44370819 0.7858001 0.60384547] [ 0.45723381 0.45528126 0.31251173 0.47654901 0.42062641] [ 0.90676245 0.40404004 0.41346092 0.20232495 0.30737191] [ 0.46933533 0.43695188 0.53324852 0.60867892 0.38597525] [ 0.24105391 0.6076364 0.43558999 0.547535 0.45055514] [ 0.50680048 0.44711732 0.5861381 0.6269704 0.42766824] [ 0.60385523 0.37794009 0.4964666 0.55369804 0.24093055] [ 0.13131072 0.57106491 0.55539796 0.92191296 0.57338035] [ 0.66755681 0.42756607 0.49101992 0.44113004 0.46926484] [ 0.66129167 0.43320298 0.45170711 0.36856367 0.3596236 ] [ 0.15372616 0.61422727 0.49504252 0.85620253 0.539614 ] [ 0.67264699 0.55615176 0.44776292 0.51039711 0.35291425] [ 0.51666331 0.4704294 0.60498002 0.43036964 0.43189036] [ 0.27707081 0.46483354 0.6823759 0.71623449 0.55413286] [ 0.60591899 0.54149253 0.47039404 0.51825895 0.5064553 ] [ 0.75702267 0.36505375 0.54808265 0.21742065 0.47053806] [ 0.27286663 0.52290493 0.5731041 0.79490267 0.39771762] [ 0.18910877 0.68679153 0.43135251 0.73506081 0.39911483] [ 0.62272235 0.6081423 0.39688889 0.48766398 0.50828763] [ 0.15125617 0.58593444 0.47021968 0.8939027 0.61678965] [ 0.79739859 0.35412159 0.58622443 0.35903338 0.39043062] [ 0.73624981 0.29775265 0.53419758 0.33294843 0.44653309] [ 0.28985463 0.38542001 0.48953653 0.686116 0.48794622] Progress: 19.1% ... Training loss: 0.655 ... Validation loss: 1.135[ 0.48051347 0.5272735 0.59927376 0.78364317 0.43255926] [ 0.75272085 0.48636329 0.50972827 0.38130629 0.37553642] [ 0.87407268 0.45452373 0.51228676 0.17748664 0.29393668] [ 0.53012899 0.36873253 0.49914742 0.5953828 0.58931082] [ 0.31662665 0.66611404 0.50885059 0.69389738 0.51624412] [ 0.43601793 0.62231757 0.27520455 0.78143862 0.36511965] [ 0.46661049 0.55376459 0.40143443 0.52046886 0.45907187] [ 0.69848336 0.45100152 0.37861369 0.35503533 0.32111889] [ 0.1946619 0.66762022 0.44478173 0.76921439 0.39099055] [ 0.74798196 0.36728176 0.56883289 0.36170611 0.37073125] [ 0.61864715 0.49677207 0.56891808 0.43987223 0.55122106] [ 0.57625436 0.54812056 0.40734114 0.70879882 0.50164135] [ 0.69792459 0.44490294 0.48573305 0.41460136 0.3719555 ] [ 0.36595462 0.45083139 0.68566139 0.59889323 0.51758639] [ 0.38607757 0.52093227 0.54601331 0.61479217 0.57287139] [ 0.73113864 0.40096649 0.64114895 0.27921681 0.51721573] [ 0.43616152 0.48775547 0.55273804 0.49947849 0.51512409] [ 0.29481823 0.6048178 0.41629065 0.73314361 0.39464062] [ 0.72152717 0.40813671 0.5124582 0.30153039 0.55507633] [ 0.33757311 0.43860398 0.50179024 0.57510891 0.45562775] [ 0.34944319 0.67597517 0.3298738 0.72630682 0.47625426] [ 0.80790169 0.44998972 0.49453152 0.43400492 0.37893877] [ 0.62528434 0.41580574 0.60617503 0.29546232 0.48607827] [ 0.24816871 0.54748864 0.42301675 0.83987995 0.34843152] [ 0.28374759 0.52850417 0.49733937 0.74989436 0.60204079] [ 0.79255147 0.33247894 0.66236456 0.26744207 0.43229579] [ 0.39574896 0.41717595 0.39162986 0.80994989 0.39469214] [ 0.71640753 0.50901274 0.54043998 0.43758526 0.40836961] [ 0.73442893 0.31991864 0.6128906 0.28759235 0.38602997] [ 0.35548918 0.54508034 0.48101303 0.53162337 0.65295374] [ 0.60153796 0.52639373 0.35605707 0.76929034 0.36830127] [ 0.36779391 0.57583345 0.51257922 0.74976256 0.54239647] [ 0.69857732 0.42639998 0.524529 0.38787809 0.45194984] [ 0.72324905 0.43638077 0.62498861 0.27359496 0.46643716] [ 0.42279459 0.43140292 0.40956259 0.6219452 0.37980627] [ 0.81987935 0.27480962 0.61332476 0.22545359 0.45470468] [ 0.55199044 0.36620819 0.50559497 0.2709637 0.41335192] [ 0.80214711 0.5042907 0.51635154 0.22069416 0.35722496] [ 0.84270821 0.54823493 0.44348606 0.30569682 0.41622188] [ 0.6566293 0.4410622 0.57278641 0.39125003 0.45835634] [ 0.32532693 0.43430625 0.47625404 0.57061765 0.61598097] [ 0.42030548 0.60181353 0.41886141 0.53957214 0.36867818] [ 0.18999047 0.64518918 0.39921959 0.5912002 0.56423594] [ 0.45545016 0.59360185 0.51086095 0.50861742 0.49995577] [ 0.14522162 0.61864674 0.42441016 0.86769812 0.6221223 ] [ 0.51286293 0.5609342 0.39291606 0.58222035 0.27595827] [ 0.50718699 0.62478615 0.39010393 0.51575129 0.39264233] [ 0.20448324 0.65397378 0.40871774 0.77343314 0.40999735] [ 0.86258605 0.36614443 0.44733979 0.28214993 0.35415114] [ 0.11747015 0.60970288 0.37972648 0.9024931 0.56847093] [ 0.70302323 0.42592096 0.35176954 0.42000244 0.48992301] [ 0.5472016 0.32929754 0.47062208 0.58858394 0.50104989] [ 0.49424313 0.40497643 0.53450272 0.61476238 0.43164793] [ 0.88517795 0.34520836 0.42641546 0.12767595 0.24270869] [ 0.34306691 0.68863876 0.42895198 0.71779261 0.47696313] [ 0.81648537 0.36741783 0.55244823 0.42167306 0.41230262] [ 0.8241148 0.37721628 0.61122239 0.26168027 0.45453174] [ 0.88028046 0.41376079 0.4628867 0.16940744 0.32793854] [ 0.26470094 0.44783443 0.39297765 0.75136054 0.53592964] [ 0.44082462 0.46190815 0.46441491 0.77793347 0.34714474] [ 0.56795932 0.61453079 0.32280058 0.56126393 0.42659928] [ 0.28351462 0.47814879 0.42861899 0.82314655 0.4920269 ] [ 0.69504434 0.57635969 0.55648787 0.4858568 0.42454829] [ 0.32079969 0.52185219 0.54849898 0.66639546 0.52968032] [ 0.35627135 0.42002338 0.54836761 0.75647334 0.5568941 ] [ 0.49894492 0.47403517 0.59513774 0.68379749 0.45499904] [ 0.74170587 0.23328797 0.50787291 0.24649965 0.45148061] [ 0.61172414 0.46626408 0.4006159 0.49136041 0.49084563] [ 0.64453304 0.46138656 0.54549537 0.54176384 0.44169392] [ 0.85641328 0.39066867 0.52686965 0.18474892 0.42013234] [ 0.72594792 0.43339002 0.49433578 0.3899695 0.31101691] [ 0.87300588 0.33237426 0.6991852 0.14663609 0.36265795] [ 0.65051308 0.34375388 0.58315277 0.28584514 0.45526109] [ 0.4110058 0.47839006 0.3353178 0.63540542 0.34151709] [ 0.82584165 0.48789391 0.44701678 0.27334995 0.37790551] [ 0.74948027 0.53847375 0.36249791 0.43258808 0.36057467] [ 0.63339233 0.44668055 0.56769453 0.47786851 0.36614756] [ 0.30097192 0.53929785 0.46401373 0.84574091 0.38334107] [ 0.20889554 0.57451471 0.48064374 0.88370963 0.56255762] [ 0.77411307 0.4723466 0.29834273 0.42897714 0.30861513] [ 0.7993282 0.35142018 0.5216766 0.29282831 0.39641825] [ 0.77947081 0.38747813 0.57680571 0.11636942 0.42397253] [ 0.52726793 0.54214865 0.55562904 0.2549363 0.4328518 ] [ 0.53976313 0.40975925 0.59191854 0.63087509 0.36062045] [ 0.79921514 0.36865794 0.52465473 0.34097652 0.45803932] [ 0.77214037 0.2960922 0.49214224 0.41511467 0.34065572] [ 0.49536519 0.48584454 0.49791723 0.50257283 0.53974614] [ 0.87698841 0.28721693 0.45839801 0.16191004 0.30980655] [ 0.67131565 0.36321702 0.66999825 0.27241899 0.45772065] [ 0.41992254 0.46632143 0.38797408 0.63957003 0.42492798] [ 0.59187573 0.38021604 0.54795878 0.38796796 0.57715738] [ 0.36177354 0.61771257 0.37684002 0.6334233 0.56955279] [ 0.84446937 0.31253329 0.46662214 0.11308846 0.37409873] [ 0.54509529 0.5560905 0.42157268 0.62812534 0.328509 ] [ 0.65858434 0.3865863 0.66027036 0.33081482 0.36549035] [ 0.429368 0.41933066 0.607227 0.6245417 0.35432519] [ 0.40573066 0.48070858 0.50674517 0.56545246 0.32220416] [ 0.48051347 0.5272735 0.59927376 0.78364317 0.43255926] [ 0.2678902 0.54591249 0.43521907 0.80403214 0.44007098] [ 0.72425336 0.42159062 0.50070305 0.39291361 0.39832532] [ 0.64312527 0.60465976 0.30638158 0.49221276 0.31561905] [ 0.70378897 0.46947945 0.51286043 0.43089152 0.43938199] [ 0.3120541 0.62560678 0.43054693 0.75557362 0.64412375] [ 0.30860315 0.40573548 0.43456141 0.76513404 0.41030173] [ 0.46077986 0.49351546 0.43185461 0.69498677 0.28012355] [ 0.53747445 0.41769216 0.67343206 0.66014481 0.46149443] [ 0.62408796 0.4500784 0.54336324 0.37745743 0.48825661] [ 0.61740526 0.29638009 0.51074648 0.70219485 0.37676181] [ 0.53085182 0.42867056 0.51199499 0.66463357 0.37769748] [ 0.77826508 0.34294004 0.45248178 0.35124264 0.49193988] [ 0.7382939 0.48883621 0.43373048 0.3432773 0.34784831] [ 0.59839936 0.54458105 0.48143418 0.34916613 0.36133083] [ 0.64044953 0.44338887 0.65159664 0.45608909 0.34393755] [ 0.43546748 0.51160412 0.37673425 0.56719063 0.42483069] [ 0.2891161 0.45966945 0.65533112 0.81604835 0.48864698] [ 0.54916852 0.5833815 0.47867409 0.45683372 0.38671174] [ 0.32478875 0.64734085 0.43616687 0.68929424 0.42589191] [ 0.63781267 0.50975922 0.48431042 0.51636646 0.45180116] [ 0.32821766 0.56104375 0.26258068 0.81126073 0.49091701] [ 0.65224314 0.47535982 0.54531418 0.54585473 0.41282308] [ 0.4061179 0.58723891 0.35772656 0.68805647 0.35775593] [ 0.88029919 0.34413234 0.59207972 0.11625457 0.39662023] [ 0.89774906 0.38290475 0.45590567 0.25097433 0.33617324] [ 0.60480224 0.41929991 0.5523862 0.28840707 0.52073425] [ 0.31124756 0.39704854 0.44025676 0.76321158 0.41764658] [ 0.36289421 0.64180246 0.37384007 0.84100133 0.48969967] [ 0.42269226 0.46209273 0.33264178 0.58086767 0.51894593] [ 0.65368749 0.46136219 0.67353541 0.3647848 0.46232174] Progress: 19.2% ... Training loss: 0.654 ... Validation loss: 1.133[ 0.13045889 0.53967522 0.49404661 0.87180728 0.45110765] [ 0.59612933 0.31545481 0.43618567 0.53299513 0.38502512] [ 0.18036697 0.48844876 0.40134522 0.88490913 0.44338844] [ 0.594307 0.44941157 0.55974507 0.70282849 0.35901898] [ 0.56896264 0.41009633 0.59364551 0.28691626 0.44897849] [ 0.3163661 0.54277962 0.47560355 0.87722295 0.42190754] [ 0.51100477 0.44835758 0.53502614 0.68446535 0.30775492] [ 0.51775319 0.48719214 0.36720045 0.57830513 0.45530363] [ 0.6858288 0.28365789 0.46383969 0.40000988 0.43005698] [ 0.10869355 0.49843072 0.42223971 0.91772689 0.43169074] [ 0.75375371 0.44335089 0.58261548 0.2686401 0.42721715] [ 0.52428721 0.47122259 0.49772054 0.57166429 0.51647523] [ 0.28096514 0.36664199 0.50419256 0.75138398 0.52174312] [ 0.65261747 0.47933508 0.45045868 0.52986958 0.34077756] [ 0.65924303 0.37918621 0.56426748 0.31224976 0.44921069] [ 0.46073407 0.44792464 0.5319129 0.654435 0.47011905] [ 0.5324267 0.68390978 0.42218512 0.68796134 0.50270908] [ 0.10018547 0.63852918 0.39767165 0.88821722 0.47377764] [ 0.59879179 0.61635806 0.51225095 0.59721471 0.42229232] [ 0.12124135 0.69822542 0.37387205 0.88483437 0.53322557] [ 0.35610474 0.52332929 0.5198927 0.58562015 0.54813853] [ 0.43358741 0.63287758 0.42600758 0.80348219 0.50622245] [ 0.64053609 0.59418243 0.53327499 0.51460323 0.41365781] [ 0.73864599 0.31278307 0.38992039 0.26332836 0.31912736] [ 0.85884342 0.37147061 0.44662844 0.22924303 0.36339527] [ 0.70243879 0.34574049 0.68842935 0.31331696 0.48302689] [ 0.83188366 0.45307122 0.5425939 0.18890141 0.39941644] [ 0.42636721 0.7552799 0.25887149 0.72249332 0.42343058] [ 0.75753366 0.49116515 0.42697448 0.36173284 0.35009193] [ 0.11089913 0.66756618 0.39787749 0.92244291 0.43736473] [ 0.39174687 0.55128823 0.36165884 0.57924688 0.55280859] [ 0.65231381 0.44557851 0.50081108 0.42469397 0.5445696 ] [ 0.69353833 0.36836128 0.53989131 0.20884696 0.46446076] [ 0.61808766 0.49341227 0.52939114 0.47470732 0.52795107] [ 0.76216772 0.34790459 0.44890307 0.28145768 0.38113855] [ 0.92222782 0.46805274 0.44915931 0.21608108 0.31629887] [ 0.50216488 0.58914034 0.28202308 0.74689679 0.28883358] [ 0.68977819 0.53269222 0.37510184 0.47114806 0.44979164] [ 0.53874798 0.39582781 0.43976867 0.53736567 0.32770207] [ 0.13134608 0.60399111 0.45027318 0.86939236 0.4086799 ] [ 0.6923039 0.37668876 0.36186795 0.37832387 0.41131265] [ 0.3115407 0.44051568 0.57680154 0.83118367 0.59004209] [ 0.27525773 0.45300801 0.58532864 0.59245798 0.39452929] [ 0.3030103 0.54014299 0.48513276 0.88756039 0.44167825] [ 0.15617785 0.62068582 0.49422771 0.93686765 0.5326143 ] [ 0.69333446 0.35695429 0.57272465 0.21750126 0.55298426] [ 0.76391868 0.43163056 0.52307391 0.42864197 0.41881973] [ 0.5806591 0.45000156 0.55315476 0.74287697 0.32373182] [ 0.72512096 0.39790691 0.6104349 0.34548779 0.47198267] [ 0.52794818 0.52280619 0.43633073 0.53289046 0.40743684] [ 0.493236 0.39521681 0.60478718 0.46571949 0.57257245] [ 0.87667896 0.41527961 0.53107995 0.24637326 0.33008923] [ 0.60945212 0.4403936 0.42159356 0.5890095 0.48291505] [ 0.46367625 0.61058732 0.53831817 0.64680363 0.57467764] [ 0.39618149 0.52071512 0.43067021 0.79797188 0.59777581] [ 0.75251238 0.29940349 0.49337431 0.19563493 0.36742243] [ 0.10467155 0.54465755 0.57412714 0.9195587 0.62075822] [ 0.30145205 0.60564378 0.65973835 0.60685727 0.5416862 ] [ 0.798338 0.43106524 0.45547029 0.39259361 0.3591451 ] [ 0.50521637 0.5247983 0.59813472 0.48345045 0.32908458] [ 0.68001464 0.42024787 0.61809165 0.38362883 0.43633111] [ 0.87882834 0.34849937 0.61436042 0.19212499 0.43977819] [ 0.54191022 0.49366035 0.60347678 0.57495231 0.55723412] [ 0.08845791 0.61954064 0.46379277 0.92897756 0.48180618] [ 0.50181635 0.49224205 0.61172648 0.62785891 0.43117518] [ 0.45468709 0.48479851 0.48832083 0.67983042 0.47030508] [ 0.29845078 0.56860281 0.39381581 0.75922529 0.4032494 ] [ 0.47136605 0.35269155 0.51344904 0.65670638 0.61065294] [ 0.4655571 0.44069383 0.64887553 0.70427511 0.4617072 ] [ 0.2604194 0.55487764 0.3881853 0.7253917 0.59873887] [ 0.53392568 0.65382674 0.32894942 0.68229702 0.45104779] [ 0.67989017 0.55530169 0.42397153 0.4282771 0.50501637] [ 0.56145942 0.53663012 0.50911017 0.51877659 0.39731711] [ 0.56615474 0.48958815 0.40830101 0.4723978 0.39479489] [ 0.47456155 0.5669778 0.37880864 0.38704027 0.41824499] [ 0.33677489 0.51907044 0.45672286 0.69095385 0.34879915] [ 0.53606548 0.52727833 0.33048409 0.65605315 0.40555334] [ 0.71213118 0.4038867 0.52803137 0.313142 0.41258102] [ 0.52721895 0.39699128 0.42856719 0.69929901 0.29704831] [ 0.69036754 0.39679276 0.58742903 0.42261218 0.39721502] [ 0.09469494 0.63439592 0.41710231 0.9013442 0.39919703] [ 0.29847373 0.44439345 0.48417463 0.7828669 0.34241617] [ 0.16913122 0.43406436 0.53695648 0.85329593 0.53885367] [ 0.35210422 0.54674091 0.51507445 0.72072131 0.63531026] [ 0.57193011 0.43349493 0.47939105 0.47180835 0.44551208] [ 0.48889616 0.46379596 0.56440254 0.6255546 0.42170381] [ 0.87454978 0.3902795 0.52454702 0.12232822 0.35665513] [ 0.09154301 0.70308191 0.38208409 0.94755466 0.59402841] [ 0.85987834 0.41974479 0.50792557 0.26219593 0.32382641] [ 0.63893987 0.61099952 0.52194586 0.56724962 0.47757424] [ 0.42939123 0.5017742 0.3614104 0.54276524 0.45992872] [ 0.65701583 0.35167921 0.59841827 0.46523238 0.4502432 ] [ 0.71518023 0.46246551 0.59593147 0.20508327 0.52547693] [ 0.57164039 0.60828098 0.40496968 0.56074324 0.36348033] [ 0.319326 0.55550183 0.51133542 0.66315477 0.58416912] [ 0.54734913 0.56262649 0.45513557 0.59569032 0.31467086] [ 0.27908413 0.49889403 0.59149757 0.70238116 0.53704208] [ 0.70265575 0.38023973 0.39038552 0.39366468 0.50782276] [ 0.74342958 0.49873347 0.55928865 0.41532007 0.37168128] [ 0.26363294 0.56000687 0.42217352 0.55720967 0.50558808] [ 0.41152507 0.51472995 0.55945197 0.57228427 0.392444 ] [ 0.67679917 0.47726897 0.59014626 0.52501394 0.40631463] [ 0.58882002 0.6139257 0.51190303 0.52879894 0.59289792] [ 0.32964709 0.48784022 0.53918973 0.76513519 0.3404695 ] [ 0.300462 0.55423395 0.51094988 0.89486301 0.53544902] [ 0.76034491 0.43073272 0.46879374 0.20771563 0.32780018] [ 0.55912555 0.56712067 0.43210774 0.67477192 0.46102544] [ 0.35600216 0.54086395 0.32995129 0.7045327 0.41083 ] [ 0.53133522 0.52764938 0.53680659 0.58113547 0.38371191] [ 0.4025066 0.45921085 0.52404631 0.74859263 0.38196424] [ 0.21415476 0.50337009 0.59370741 0.75390647 0.6467989 ] [ 0.10467803 0.49936841 0.51745202 0.87832365 0.62991047] [ 0.7461469 0.49548158 0.42772805 0.43794091 0.51066639] [ 0.48206725 0.54812684 0.38590696 0.55011607 0.46129503] [ 0.64270751 0.47624178 0.55477392 0.38826001 0.51396812] [ 0.64211404 0.50367206 0.44460386 0.418513 0.49519605] [ 0.83717047 0.35251473 0.48267795 0.35436121 0.44337663] [ 0.08243122 0.54739559 0.53958811 0.86230725 0.64402969] [ 0.35026255 0.58237591 0.4119578 0.64978408 0.42354141] [ 0.79188238 0.48206807 0.4635623 0.34223038 0.37687579] [ 0.62374876 0.49970918 0.53960544 0.39188779 0.46342124] [ 0.34680524 0.6966141 0.39799539 0.77623531 0.53089527] [ 0.61378317 0.41208184 0.50850722 0.6531181 0.35421981] [ 0.85837775 0.39975372 0.60152882 0.18763 0.32288958] [ 0.71807449 0.44027625 0.46656697 0.37844447 0.38324907] [ 0.2696767 0.48138567 0.4835935 0.71135957 0.36741339] [ 0.78480471 0.42581655 0.56270317 0.32904767 0.45720835] [ 0.28003977 0.63177569 0.40379691 0.81447507 0.39741244] Progress: 19.2% ... Training loss: 0.654 ... Validation loss: 1.133[ 0.72783351 0.4999014 0.45410148 0.38072575 0.44993612] [ 0.68576688 0.39951816 0.46884533 0.47863389 0.36017142] [ 0.29038062 0.48901241 0.59457998 0.65516089 0.55303527] [ 0.86184763 0.4231464 0.52972361 0.17710261 0.38616219] [ 0.33413978 0.45555403 0.62184827 0.69536603 0.40287601] [ 0.21200237 0.68833828 0.43773069 0.80889657 0.41399519] [ 0.79513509 0.39716487 0.55245006 0.31938707 0.40130968] [ 0.5923082 0.54785246 0.58069195 0.4977309 0.4650488 ] [ 0.13165761 0.60425996 0.45016695 0.86928857 0.40879407] [ 0.47413767 0.69850323 0.33246019 0.77165517 0.38453938] [ 0.52418477 0.52966427 0.45225205 0.64771877 0.45323712] [ 0.82786165 0.47764638 0.41784744 0.43354713 0.30358214] [ 0.48662834 0.51578106 0.37428751 0.47365734 0.43956404] [ 0.44690081 0.42705751 0.51611777 0.66476948 0.49909384] [ 0.49611208 0.49333226 0.53253959 0.5579586 0.43069268] [ 0.70331954 0.32883117 0.54039944 0.27099735 0.43763254] [ 0.66163783 0.49281133 0.46011408 0.31346498 0.34858027] [ 0.57738883 0.52283927 0.50855005 0.75604665 0.38269858] [ 0.18340246 0.61971599 0.51684192 0.82203879 0.56492091] [ 0.47413836 0.60427866 0.50404562 0.46755047 0.49049175] [ 0.45213605 0.51268149 0.47985272 0.65164539 0.44670574] [ 0.31093864 0.66128361 0.49325463 0.71414319 0.38713689] [ 0.66399021 0.39280493 0.49778855 0.28157868 0.45484461] [ 0.62534136 0.35192988 0.53252966 0.52163806 0.38428492] [ 0.57057548 0.51736714 0.36640892 0.78002737 0.4312643 ] [ 0.55016779 0.55422952 0.51907123 0.50268917 0.3871587 ] [ 0.77259673 0.50151821 0.55267771 0.24409548 0.39428768] [ 0.58191686 0.52374534 0.40626937 0.39652627 0.48144998] [ 0.33336563 0.47828641 0.47557081 0.75561043 0.32318114] [ 0.53539275 0.59659253 0.43196863 0.54314807 0.52717183] [ 0.15025887 0.71827706 0.29958645 0.87296951 0.4215351 ] [ 0.45482505 0.52525512 0.35908067 0.59434317 0.48187825] [ 0.16543957 0.68099179 0.34670776 0.7560061 0.51461114] [ 0.71302357 0.34263561 0.51629065 0.31803398 0.40727962] [ 0.24269073 0.6505666 0.42137649 0.74425754 0.53663765] [ 0.84162275 0.44022836 0.47549562 0.23080624 0.45174447] [ 0.83343996 0.35172634 0.56756043 0.21390565 0.38443238] [ 0.55899266 0.35034056 0.51027909 0.46621024 0.46651713] [ 0.43631961 0.41478214 0.42830272 0.54677736 0.5036185 ] [ 0.77984556 0.4689931 0.44629157 0.28238189 0.24005293] [ 0.63226269 0.33602913 0.65730788 0.47388875 0.43577484] [ 0.62154219 0.56912174 0.35940474 0.48758689 0.35739137] [ 0.62382117 0.33457068 0.54968234 0.48217133 0.30983029] [ 0.41180518 0.52052534 0.63783451 0.69983774 0.4359075 ] [ 0.27114017 0.70862514 0.35155458 0.84554645 0.5175632 ] [ 0.53708293 0.4684493 0.48038731 0.60310028 0.36839442] [ 0.51223395 0.50805161 0.52066185 0.24629825 0.38057371] [ 0.05857783 0.6208012 0.37259808 0.96358779 0.52692716] [ 0.25414988 0.50631206 0.47465569 0.80518542 0.57521395] [ 0.58172768 0.5204933 0.42729702 0.47782088 0.38834891] [ 0.60705532 0.36760085 0.53395856 0.57763475 0.38930712] [ 0.66403637 0.46379221 0.48022865 0.3856342 0.41146083] [ 0.33912426 0.53417144 0.555523 0.85122526 0.46512665] [ 0.7515759 0.39730452 0.47056637 0.33410939 0.38256067] [ 0.21836431 0.59622542 0.55412489 0.78891476 0.49240948] [ 0.32841043 0.62199496 0.51950301 0.47883546 0.61275568] [ 0.59498834 0.48593129 0.56601801 0.66591879 0.39975038] [ 0.38625749 0.44535358 0.60081244 0.72678618 0.43755619] [ 0.30776004 0.52912219 0.62089556 0.69461521 0.44995977] [ 0.31858679 0.57474102 0.48754936 0.77700087 0.36259877] [ 0.24313572 0.51414935 0.53496962 0.79895309 0.46355437] [ 0.17318072 0.65694339 0.40626277 0.82588295 0.5100557 ] [ 0.26809544 0.69510433 0.26754797 0.83677597 0.48383208] [ 0.13966799 0.57964878 0.42071118 0.87250197 0.46138855] [ 0.68861009 0.56110803 0.44325016 0.26662386 0.34024756] [ 0.39671889 0.41722644 0.39160967 0.80972874 0.39472998] [ 0.39963859 0.54253499 0.58836477 0.78710521 0.56290299] [ 0.21955256 0.69962398 0.29326628 0.86885764 0.45349475] [ 0.80756545 0.29432268 0.60072934 0.15240201 0.34856248] [ 0.23978675 0.47763316 0.66308568 0.73114008 0.60385722] [ 0.55689718 0.70142581 0.32885613 0.68829639 0.50187855] [ 0.57065178 0.43380766 0.53051252 0.58409852 0.43216248] [ 0.2663802 0.63173272 0.32447885 0.83215865 0.48881545] [ 0.55576096 0.56128952 0.66093259 0.37343938 0.56535413] [ 0.7575199 0.46938191 0.55402025 0.32049708 0.48498493] [ 0.33410977 0.57191094 0.42985498 0.5079487 0.56797219] [ 0.76567918 0.5406293 0.48425818 0.44406236 0.39418011] [ 0.82784255 0.40263076 0.54692532 0.31294807 0.34091551] [ 0.37238753 0.66216416 0.43630311 0.70872792 0.43947421] [ 0.42489894 0.53314004 0.38678089 0.70775588 0.2781001 ] [ 0.27672424 0.63225871 0.4618658 0.80345717 0.51069917] [ 0.63447736 0.36458936 0.63049702 0.26692839 0.59556041] [ 0.5078581 0.48014313 0.55524197 0.44955013 0.64674682] [ 0.82003508 0.38722209 0.57989558 0.39477576 0.37257325] [ 0.71869877 0.52569457 0.50048976 0.34557918 0.52112202] [ 0.48653441 0.49720821 0.48787278 0.6188751 0.4312187 ] [ 0.84645813 0.35697359 0.61170091 0.21477942 0.42901389] [ 0.41287613 0.4701858 0.46755931 0.40453333 0.47029771] [ 0.23582057 0.5826641 0.42043366 0.78690376 0.58891707] [ 0.41550011 0.57084585 0.44465543 0.71412398 0.50816808] [ 0.69667012 0.66801747 0.56303429 0.4835721 0.44575978] [ 0.58869907 0.46249483 0.45795859 0.33312691 0.3539882 ] [ 0.42950438 0.50191915 0.36136014 0.54273097 0.45998855] [ 0.5070522 0.59580818 0.44775168 0.73088628 0.52981947] [ 0.57570719 0.59737756 0.40978419 0.71682645 0.43200298] [ 0.8155951 0.3191905 0.58476125 0.15478122 0.3774517 ] [ 0.49787598 0.5547305 0.3597687 0.61210128 0.45212833] [ 0.8127982 0.34934303 0.56322229 0.32589381 0.35470512] [ 0.25414117 0.52312519 0.36452478 0.93604565 0.40973256] [ 0.49703097 0.41154154 0.53068078 0.54401559 0.3042809 ] [ 0.54790557 0.58117683 0.48270256 0.61150689 0.44515084] [ 0.57061348 0.54471822 0.45595232 0.33392267 0.50848108] [ 0.75493785 0.39986741 0.5236844 0.23470519 0.36595426] [ 0.57902505 0.48416406 0.55043391 0.7309884 0.40139739] [ 0.44185395 0.61970718 0.39921876 0.50233451 0.34811183] [ 0.47930572 0.6434702 0.5399325 0.63393354 0.4514645 ] [ 0.8537966 0.34489166 0.67270094 0.15200802 0.36820744] [ 0.59139662 0.57950725 0.42700604 0.46612543 0.36590331] [ 0.30421102 0.58771916 0.30316042 0.75686487 0.46326257] [ 0.53044237 0.43396955 0.42458901 0.40293757 0.42476836] [ 0.60670768 0.34764353 0.49269009 0.5160657 0.51407991] [ 0.69460395 0.40984453 0.59875066 0.31013778 0.47849717] [ 0.44038435 0.51346736 0.51669519 0.73856538 0.40403371] [ 0.5444394 0.53310345 0.40844082 0.7939179 0.4155192 ] [ 0.45397743 0.47213683 0.41013452 0.66515682 0.38785863] [ 0.74207284 0.54564839 0.53628186 0.41370885 0.41452926] [ 0.63202239 0.62092829 0.24111485 0.52733131 0.38292903] [ 0.78613978 0.40554724 0.55260563 0.24001575 0.39105468] [ 0.55647455 0.58523394 0.32774122 0.52856129 0.36396315] [ 0.74687444 0.36326585 0.65547126 0.38356879 0.46609154] [ 0.18132899 0.69481538 0.40783178 0.8106706 0.56174553] [ 0.42764024 0.5460281 0.4227911 0.5671569 0.43895771] [ 0.61398152 0.40618742 0.62210197 0.41448153 0.48341178] [ 0.25732432 0.54375843 0.52226505 0.84393755 0.44736241] [ 0.27897067 0.49923201 0.59137845 0.7025463 0.53718057] [ 0.50051158 0.54197773 0.5187719 0.53825967 0.5464547 ] [ 0.73618582 0.39203326 0.62009106 0.28714524 0.45517833] [ 0.41282401 0.60427536 0.34910343 0.66666433 0.50060929] Progress: 19.3% ... Training loss: 0.653 ... Validation loss: 1.137[ 0.49301892 0.47067804 0.50701004 0.48148371 0.46642342] [ 0.40219274 0.54015897 0.44070056 0.76062133 0.47339291] [ 0.86892953 0.41191671 0.57066507 0.43591154 0.37605844] [ 0.72626539 0.57882598 0.46951905 0.42905998 0.36794603] [ 0.8216465 0.51786572 0.47716754 0.41119721 0.39969446] [ 0.61730857 0.51971437 0.56427083 0.47778534 0.46209661] [ 0.18797059 0.61256865 0.36821091 0.73351429 0.40797442] [ 0.57749502 0.4152328 0.38811494 0.50499005 0.54237105] [ 0.13544606 0.58771297 0.41690573 0.82048406 0.50430552] [ 0.63791697 0.50692781 0.62069161 0.39218731 0.4215222 ] [ 0.75949332 0.33244631 0.52415934 0.24190438 0.36769784] [ 0.44152624 0.49456414 0.51008053 0.64702513 0.31091562] [ 0.78437366 0.40230941 0.33044824 0.20088568 0.2646041 ] [ 0.1757929 0.61687786 0.41430311 0.85441139 0.54285281] [ 0.50482424 0.61390495 0.50332296 0.61619682 0.63278333] [ 0.64138923 0.36594982 0.58062117 0.68127985 0.42077205] [ 0.6306825 0.48030133 0.50152925 0.4477975 0.54738042] [ 0.50795951 0.50893749 0.55392085 0.57532482 0.36758942] [ 0.51941502 0.54303091 0.4188204 0.52449792 0.30444344] [ 0.49751872 0.53822218 0.53624993 0.6045198 0.53013509] [ 0.39295698 0.56726494 0.47787644 0.61631325 0.67681052] [ 0.58210758 0.46797611 0.59503463 0.34423173 0.54641563] [ 0.57726079 0.39668486 0.58232958 0.31917886 0.45287423] [ 0.53200063 0.38647031 0.67666144 0.35262023 0.50839872] [ 0.11776947 0.48780024 0.398457 0.89436055 0.56636319] [ 0.27929161 0.61072494 0.44311115 0.75049774 0.496251 ] [ 0.57637393 0.41686969 0.6857983 0.58701516 0.3508398 ] [ 0.29305761 0.71146319 0.39246495 0.83205925 0.48497711] [ 0.6039552 0.55158154 0.529083 0.63465045 0.52188241] [ 0.2923525 0.47589128 0.57587143 0.70362429 0.41889525] [ 0.86699783 0.38428236 0.58339027 0.17665818 0.44868888] [ 0.10786113 0.45714044 0.42327673 0.8919128 0.57679819] [ 0.21776337 0.54700134 0.4438435 0.79020376 0.44205382] [ 0.14201261 0.40833022 0.54160127 0.86307999 0.63730165] [ 0.56549992 0.5215683 0.38637813 0.65368422 0.42905196] [ 0.74684659 0.49512133 0.4278534 0.43729293 0.51049446] [ 0.62183933 0.3721718 0.50809873 0.35248724 0.35181462] [ 0.23530314 0.71077264 0.24412862 0.75895342 0.46880575] [ 0.83776773 0.46393 0.54528008 0.26249632 0.44049276] [ 0.54158312 0.45019974 0.47798596 0.76021108 0.31625277] [ 0.80039478 0.33822117 0.53102283 0.24312535 0.42737063] [ 0.53060036 0.43392414 0.42461131 0.40282118 0.4247534 ] [ 0.7988765 0.44447971 0.48255924 0.42412369 0.42557154] [ 0.62014594 0.54486215 0.47776609 0.36339416 0.51916604] [ 0.41845777 0.55501899 0.43551228 0.60731985 0.44695074] [ 0.60309571 0.48598653 0.47952535 0.72383388 0.46483389] [ 0.11810171 0.47773167 0.36461366 0.95769534 0.51830384] [ 0.85426843 0.46217879 0.47320065 0.34246826 0.41237515] [ 0.47923279 0.58191954 0.56318629 0.520152 0.40551438] [ 0.2361509 0.58254457 0.42048408 0.78673248 0.58887119] [ 0.2653205 0.46190972 0.5158 0.83098311 0.42339692] [ 0.40369014 0.48304211 0.30340598 0.70333723 0.40651148] [ 0.68733339 0.45942714 0.51596328 0.32320475 0.49258729] [ 0.68612947 0.58650244 0.51903417 0.52683721 0.44446998] [ 0.70388374 0.51841416 0.57427577 0.40549123 0.44016936] [ 0.83854826 0.37822571 0.56800473 0.17727082 0.41758744] [ 0.12259268 0.68103704 0.47862511 0.87653237 0.68520563] [ 0.51575176 0.39744039 0.57069538 0.67301089 0.46819622] [ 0.66284648 0.47525518 0.40552975 0.4728858 0.48907838] [ 0.45521648 0.46285693 0.33295146 0.63694385 0.59028752] [ 0.15129724 0.61333837 0.57501398 0.85281837 0.56148255] [ 0.60902661 0.46768366 0.47085952 0.35853598 0.40773071] [ 0.26226271 0.69296914 0.43465793 0.7422055 0.49425319] [ 0.38954086 0.58699596 0.46288341 0.57223295 0.53272788] [ 0.51395244 0.46922916 0.434559 0.63352917 0.31037806] [ 0.6377713 0.59741867 0.54067802 0.48045096 0.4274296 ] [ 0.14413666 0.56136268 0.53589672 0.81984702 0.54768293] [ 0.70245938 0.46992408 0.52672301 0.40865014 0.31549567] [ 0.33986751 0.53724521 0.39159209 0.75217195 0.31295534] [ 0.22823145 0.61765899 0.44871834 0.89912016 0.58876309] [ 0.70169288 0.37210805 0.45933657 0.39518433 0.36230815] [ 0.41155774 0.47788832 0.50662697 0.57159427 0.39020288] [ 0.83579314 0.39699934 0.51264293 0.24636651 0.40008054] [ 0.69458171 0.40986381 0.59874563 0.31013236 0.47849933] [ 0.56699817 0.48449943 0.62864525 0.36144489 0.41678929] [ 0.80053528 0.31227403 0.46798971 0.18439201 0.36077143] [ 0.25990117 0.71713733 0.38720606 0.72441089 0.46481862] [ 0.70228348 0.33487566 0.51317735 0.34723891 0.54452749] [ 0.41818591 0.45576871 0.436553 0.48620722 0.52685708] [ 0.86817308 0.4367704 0.52908832 0.31744183 0.40230294] [ 0.22173152 0.63156824 0.33398785 0.80418573 0.56111983] [ 0.28558318 0.609287 0.52911009 0.67884445 0.58803477] [ 0.82161888 0.39928651 0.59066947 0.10936262 0.45419384] [ 0.428082 0.52083655 0.48976049 0.61037525 0.57412888] [ 0.59878571 0.532703 0.40761293 0.76819205 0.41660902] [ 0.59595345 0.37926644 0.43461448 0.54608259 0.35947343] [ 0.80664167 0.42121128 0.39790448 0.25017405 0.33844832] [ 0.92073801 0.29715815 0.58229214 0.13184318 0.37733521] [ 0.74156679 0.36579928 0.47239991 0.3891339 0.46427065] [ 0.91092604 0.44197039 0.44447698 0.19885988 0.27918164] [ 0.51613655 0.52067656 0.5002606 0.62446619 0.4069921 ] [ 0.83728928 0.33556749 0.56483091 0.18519461 0.44737196] [ 0.45637301 0.5317379 0.53921196 0.77525123 0.41704673] [ 0.46020866 0.35200545 0.74790184 0.57318439 0.43836578] [ 0.36015194 0.58893879 0.51089615 0.79781351 0.46587824] [ 0.78805614 0.5080706 0.4876615 0.37769147 0.44502961] [ 0.17280795 0.54476862 0.50999672 0.81259867 0.63382073] [ 0.68186214 0.40563655 0.55069731 0.29167625 0.46171138] [ 0.55004952 0.53128855 0.43773136 0.46498958 0.37063679] [ 0.46377301 0.42008054 0.55482508 0.6180154 0.34831201] [ 0.47503071 0.54250502 0.53855176 0.52101831 0.40715837] [ 0.69807107 0.42354154 0.59869925 0.2913149 0.51642488] [ 0.70374526 0.40154181 0.43810609 0.44480131 0.47728575] [ 0.78967838 0.39111004 0.6624232 0.15351341 0.4894537 ] [ 0.64017189 0.4176855 0.50554664 0.46270365 0.4523003 ] [ 0.63241549 0.43683004 0.40275642 0.35553265 0.41638346] [ 0.47714054 0.55739644 0.41459732 0.66851618 0.50915866] [ 0.63637619 0.42656409 0.59370428 0.48679087 0.42666163] [ 0.4885463 0.45434447 0.51752346 0.49274887 0.40223794] [ 0.66743628 0.45943488 0.48214466 0.40154389 0.38078486] [ 0.61905031 0.52299679 0.46779261 0.2951507 0.42547225] [ 0.21615149 0.61479988 0.51524027 0.82595244 0.45951013] [ 0.14181987 0.69135965 0.56699065 0.81911835 0.59104601] [ 0.34780618 0.43371707 0.64866024 0.63264195 0.53182109] [ 0.32492454 0.50747879 0.39775229 0.62736749 0.45916831] [ 0.39753815 0.48570528 0.32281994 0.53082701 0.33093984] [ 0.67907099 0.44695223 0.49818943 0.25293623 0.45682229] [ 0.68336898 0.49231825 0.56723886 0.23718739 0.5719342 ] [ 0.71435322 0.5236317 0.54083469 0.39448076 0.52757788] [ 0.19780247 0.37840515 0.52078111 0.62942218 0.63049703] [ 0.48299011 0.68656821 0.37744204 0.69476006 0.4295105 ] [ 0.56899261 0.49775511 0.53275941 0.44304878 0.34197276] [ 0.62140128 0.5941781 0.52137091 0.55825457 0.4056776 ] [ 0.56843979 0.41497648 0.45070792 0.49426502 0.4625955 ] [ 0.34526715 0.51824246 0.49755049 0.77762363 0.33142488] [ 0.42749473 0.48449678 0.42135421 0.76172065 0.33328825] [ 0.66882338 0.56221728 0.3640305 0.50085153 0.45822045] [ 0.73883273 0.35597777 0.42763964 0.63312942 0.37949775] Progress: 19.4% ... Training loss: 0.653 ... Validation loss: 1.144[ 0.76182523 0.33607807 0.58444653 0.20337627 0.35734757] [ 0.58237921 0.45612189 0.39704076 0.44430823 0.3159643 ] [ 0.60532764 0.48809607 0.41398796 0.43343894 0.34003967] [ 0.63404369 0.48802184 0.51364464 0.36559776 0.56751902] [ 0.50867786 0.44294594 0.37534717 0.41425487 0.44345518] [ 0.53905943 0.59917948 0.3638984 0.58622571 0.35665039] [ 0.21451195 0.67114268 0.40921501 0.75229025 0.45060212] [ 0.66724689 0.58345874 0.39382535 0.43864474 0.3848593 ] [ 0.50370438 0.60069498 0.50698622 0.5489589 0.59234124] [ 0.42707081 0.70205157 0.35879275 0.66443811 0.47646159] [ 0.78046168 0.47200103 0.49869638 0.24688356 0.38764555] [ 0.4982597 0.48659265 0.51535275 0.48817241 0.33666295] [ 0.37287616 0.63126641 0.4633711 0.67131071 0.40638031] [ 0.54317617 0.42298376 0.54242254 0.43759005 0.59486343] [ 0.39277567 0.49899109 0.54251122 0.47977432 0.39179253] [ 0.62394272 0.49962121 0.53963476 0.39165044 0.46336816] [ 0.75480404 0.46191221 0.58906097 0.41788651 0.42112232] [ 0.38656541 0.56566247 0.46773622 0.56668274 0.4342414 ] [ 0.26912717 0.52494191 0.49747369 0.70901228 0.62007841] [ 0.59838021 0.35802879 0.45554069 0.52411249 0.40858695] [ 0.8397287 0.59567966 0.47534371 0.36848199 0.37662 ] [ 0.80972831 0.34537992 0.4405206 0.31993672 0.37181022] [ 0.32886997 0.43340449 0.34729297 0.71779759 0.52290515] [ 0.36143598 0.58846768 0.51108811 0.79731715 0.46569291] [ 0.56122649 0.47826323 0.46778802 0.42111741 0.48427977] [ 0.75147596 0.37036261 0.48154709 0.19291996 0.28360256] [ 0.72106612 0.48109606 0.48076543 0.49419195 0.53080855] [ 0.80854406 0.34648439 0.4480947 0.33530699 0.43661011] [ 0.35936798 0.59950436 0.43692139 0.79486314 0.59485871] [ 0.34063306 0.62914557 0.42127427 0.59618093 0.6905397 ] [ 0.46485936 0.62468847 0.51256898 0.73749009 0.3243814 ] [ 0.35667107 0.55423966 0.25072708 0.66644808 0.46889156] [ 0.77995698 0.36384241 0.57690062 0.22649484 0.45064494] [ 0.45517678 0.61494758 0.44895196 0.70791213 0.45356967] [ 0.48055143 0.47067687 0.41689239 0.6166394 0.44423053] [ 0.66080787 0.45977361 0.36522503 0.53397584 0.31662163] [ 0.36329698 0.45853739 0.47446291 0.55255238 0.44389836] [ 0.60286431 0.45820851 0.59650371 0.36129589 0.55244869] [ 0.72143222 0.48289321 0.4772781 0.43265642 0.37808599] [ 0.32932794 0.48887477 0.50785771 0.67633149 0.5004666 ] [ 0.74213895 0.44519955 0.5154925 0.32591072 0.51766203] [ 0.29828467 0.50866308 0.47083513 0.79494109 0.38037207] [ 0.87432333 0.31814308 0.48975533 0.10148709 0.25619698] [ 0.39129786 0.4421773 0.44444069 0.76529096 0.37288661] [ 0.5129461 0.47049557 0.40243303 0.43841233 0.47988348] [ 0.27356454 0.50942037 0.34390243 0.5441839 0.55808864] [ 0.57286992 0.40223415 0.57496163 0.55505709 0.50318316] [ 0.82601954 0.41439539 0.53721272 0.33329512 0.48639371] [ 0.84655175 0.35687608 0.61173501 0.21472228 0.42897515] [ 0.43854053 0.49934757 0.59106707 0.30207737 0.70605055] [ 0.78849546 0.4471358 0.36588011 0.25559912 0.25951111] [ 0.49670414 0.42468944 0.45767657 0.45045989 0.41260494] [ 0.87574565 0.43929172 0.53393682 0.22988458 0.3711476 ] [ 0.49791741 0.48128199 0.31651464 0.66863504 0.37218044] [ 0.44260743 0.51105842 0.3600708 0.55511664 0.51131201] [ 0.74998528 0.42300635 0.56743744 0.21764839 0.44116595] [ 0.77922878 0.43580757 0.42197066 0.14463061 0.30394729] [ 0.61532049 0.45014813 0.55361096 0.44925269 0.53549047] [ 0.62560232 0.44352286 0.44196978 0.69333876 0.40039486] [ 0.51630885 0.39317444 0.59923452 0.44107672 0.53217008] [ 0.40079643 0.49139336 0.47975077 0.74272054 0.34813137] [ 0.39765781 0.46360571 0.55539943 0.49601662 0.37158974] [ 0.51716247 0.55324199 0.48557824 0.3582888 0.37272893] [ 0.34704904 0.38366277 0.58465009 0.6140994 0.62141758] [ 0.43861483 0.46926105 0.48577192 0.56095485 0.61206581] [ 0.38364389 0.64128069 0.3902356 0.80385574 0.50221017] [ 0.61505499 0.46920373 0.46541087 0.37847683 0.46747857] [ 0.58350977 0.41713669 0.57819594 0.50220552 0.39156011] [ 0.76989059 0.27074084 0.61520413 0.23845834 0.37376167] [ 0.54013367 0.61227444 0.42726904 0.53226955 0.44938591] [ 0.26900322 0.55434157 0.6122581 0.8116395 0.48169938] [ 0.79071973 0.40896869 0.42876394 0.2545956 0.32411574] [ 0.15078336 0.57936644 0.35424653 0.84480755 0.56397087] [ 0.62137009 0.53854122 0.36709183 0.52869235 0.30042598] [ 0.29898146 0.57219083 0.36949944 0.76502976 0.45261201] [ 0.31610735 0.58930747 0.47737086 0.70498369 0.48281288] [ 0.8596303 0.44983626 0.57712756 0.20105221 0.3797029 ] [ 0.91672993 0.40661556 0.52418994 0.08321432 0.34782187] [ 0.32886997 0.43340449 0.34729297 0.71779759 0.52290515] [ 0.39394779 0.52073558 0.50702929 0.81187247 0.37622763] [ 0.44341118 0.50089906 0.6415761 0.76726435 0.42439929] [ 0.64080812 0.56444619 0.37047614 0.61368046 0.30525473] [ 0.85470784 0.38224449 0.47830308 0.34132791 0.40150528] [ 0.57635591 0.46005586 0.40942627 0.46458793 0.62380942] [ 0.76440852 0.3997635 0.55086148 0.30014311 0.45073792] [ 0.3353187 0.50813835 0.3628821 0.72897942 0.42880423] [ 0.58029912 0.45563062 0.55319671 0.37302947 0.41516367] [ 0.33659319 0.5234958 0.59412591 0.7580961 0.53794061] [ 0.53004677 0.49826958 0.40797176 0.47377593 0.47886761] [ 0.45000682 0.52614583 0.52530477 0.64628161 0.53238445] [ 0.67676659 0.47014871 0.6010546 0.48480757 0.41237331] [ 0.77659575 0.34544166 0.53978074 0.2366483 0.37925382] [ 0.58823012 0.44990439 0.59863171 0.27958187 0.43026254] [ 0.33263132 0.62763698 0.3881897 0.85719612 0.606576 ] [ 0.62835129 0.44492598 0.49514419 0.52153943 0.40183227] [ 0.71224181 0.42430202 0.4519529 0.35430404 0.52354613] [ 0.45180669 0.58146806 0.39759166 0.44326046 0.33558274] [ 0.65283056 0.42324943 0.64671909 0.25936938 0.42214439] [ 0.73616838 0.43688252 0.41589287 0.33455508 0.34757927] [ 0.29256292 0.49259156 0.66485617 0.5293947 0.59351746] [ 0.78642171 0.47975845 0.54744179 0.28072994 0.32001056] [ 0.41421299 0.31107368 0.53313501 0.55851827 0.62656726] [ 0.19454681 0.56351283 0.44678634 0.79696407 0.51661116] [ 0.26982913 0.61990247 0.43930746 0.75889269 0.35612538] [ 0.30517168 0.54830959 0.55243248 0.72008247 0.49875972] [ 0.316198 0.49700539 0.39253878 0.70580462 0.32614406] [ 0.40519593 0.52792414 0.42547806 0.68843852 0.44363849] [ 0.48680061 0.49008108 0.54109191 0.74747082 0.410132 ] [ 0.59579334 0.52455996 0.49364042 0.33004875 0.43357377] [ 0.22065592 0.47129447 0.4020226 0.62859653 0.77122378] [ 0.62375964 0.60025761 0.50627592 0.61310775 0.49120746] [ 0.27326467 0.49573958 0.60343579 0.78520561 0.468278 ] [ 0.75890804 0.34551163 0.53614361 0.25424492 0.33649735] [ 0.79423105 0.37237841 0.59203893 0.19507476 0.4540886 ] [ 0.38499399 0.61973132 0.48428018 0.71647231 0.46500232] [ 0.54223308 0.65519711 0.2891763 0.62117327 0.36987434] [ 0.60272318 0.50960501 0.51518847 0.39406859 0.34242506] [ 0.26539922 0.6763508 0.40958173 0.80029691 0.34823848] [ 0.23801847 0.68148864 0.42158031 0.73990487 0.52558082] [ 0.53478599 0.45158959 0.44590586 0.55815014 0.42418313] [ 0.661192 0.44121343 0.52258097 0.45088878 0.36019158] [ 0.20285876 0.64657144 0.50355308 0.64291568 0.56307552] [ 0.58722355 0.42266356 0.56905447 0.40085079 0.3779124 ] [ 0.62388394 0.323647 0.56496142 0.31365623 0.42570179] [ 0.61787296 0.54006812 0.49590286 0.29283132 0.54511278] [ 0.86039173 0.42421261 0.44917917 0.20566061 0.27592951] [ 0.5301838 0.54735479 0.37997838 0.46404921 0.38232704] [ 0.293038 0.53540226 0.41498661 0.76251198 0.39196928] Progress: 19.4% ... Training loss: 0.653 ... Validation loss: 1.140[ 0.66011227 0.48944671 0.37368117 0.38251148 0.37471095] [ 0.68295915 0.39405389 0.60923986 0.39517603 0.46099751] [ 0.74148905 0.48342567 0.56870123 0.48522461 0.49264332] [ 0.29599409 0.31195413 0.50860352 0.68418968 0.4262961 ] [ 0.41448137 0.44624963 0.39195615 0.54331192 0.45079085] [ 0.3661973 0.42762815 0.49471392 0.73812848 0.41601079] [ 0.59823333 0.41868426 0.38733918 0.41429106 0.37398507] [ 0.80522132 0.31183413 0.53061371 0.28760402 0.47935046] [ 0.48278373 0.54817006 0.38589486 0.54962306 0.46131352] [ 0.68763872 0.39380747 0.31700091 0.3984302 0.34924166] [ 0.21433201 0.61367226 0.52857723 0.8271256 0.61522822] [ 0.69227298 0.51632798 0.43842147 0.33589975 0.50194449] [ 0.5864308 0.45524234 0.50463481 0.59702243 0.46360509] [ 0.53080605 0.42098461 0.6668803 0.62081686 0.34921612] [ 0.45514751 0.59530872 0.46766316 0.58537375 0.46593665] [ 0.15759675 0.61387225 0.45818256 0.89023302 0.43671082] [ 0.56494955 0.62206545 0.55956502 0.58645114 0.53370975] [ 0.47224592 0.63128579 0.45946896 0.77309621 0.50195923] [ 0.51634391 0.4707725 0.60485149 0.43075597 0.43203235] [ 0.66786511 0.40886869 0.46081581 0.62199896 0.41927265] [ 0.18215984 0.6944195 0.40801659 0.81019878 0.56156901] [ 0.50528178 0.49626113 0.47439017 0.4681071 0.45510288] [ 0.4249121 0.6601197 0.37281077 0.65577132 0.42708536] [ 0.89557528 0.33815991 0.50107399 0.10627448 0.33800455] [ 0.67559846 0.54582206 0.38502254 0.52759546 0.33530346] [ 0.64001611 0.56595141 0.42072189 0.44539515 0.31721195] [ 0.78127933 0.35135975 0.53373568 0.26471428 0.43916091] [ 0.22728843 0.5518933 0.40644589 0.7541753 0.45265466] [ 0.581358 0.62844125 0.49109879 0.5845629 0.36182195] [ 0.56584385 0.40023332 0.71724254 0.54656415 0.3652824 ] [ 0.39105164 0.4423205 0.44438479 0.76541398 0.37293444] [ 0.53123535 0.53605228 0.31158219 0.58833951 0.4125073 ] [ 0.60579887 0.53685582 0.49464302 0.33712129 0.55959964] [ 0.91725277 0.35949687 0.52114741 0.17021402 0.33447899] [ 0.27606056 0.46678006 0.51719912 0.7433173 0.48321389] [ 0.62929199 0.56963372 0.46486817 0.51614983 0.44767615] [ 0.28630027 0.55418114 0.52346491 0.82555879 0.44318587] [ 0.49953772 0.62021228 0.52235465 0.66147567 0.39010805] [ 0.4911557 0.45058555 0.40402746 0.502162 0.42941581] [ 0.53286044 0.49918278 0.54019484 0.54352606 0.60022175] [ 0.3508032 0.58567025 0.63649295 0.72308601 0.59883209] [ 0.36198321 0.57706737 0.43395704 0.46372934 0.53415038] [ 0.34302668 0.56608401 0.4641895 0.50541865 0.35916185] [ 0.64003595 0.56369614 0.50115021 0.53038914 0.43327834] [ 0.54009371 0.40832651 0.51495245 0.43747634 0.408021 ] [ 0.69208793 0.40699779 0.53256166 0.41796234 0.43775079] [ 0.86087878 0.40328967 0.57727299 0.16625354 0.30361638] [ 0.79987024 0.45373148 0.48993858 0.23364606 0.38859619] [ 0.7609089 0.39820043 0.45829164 0.48410695 0.38888174] [ 0.46297414 0.49794994 0.41755725 0.4802034 0.44040024] [ 0.61027489 0.45148553 0.39311744 0.50344016 0.36066324] [ 0.2236236 0.70286056 0.46950435 0.72655105 0.45482116] [ 0.22187997 0.56809072 0.44384766 0.74872052 0.57199546] [ 0.19011935 0.55170709 0.44894914 0.78772761 0.41121822] [ 0.7330746 0.42739902 0.43202154 0.40196801 0.30836339] [ 0.41315828 0.56808391 0.49193294 0.57059726 0.46735172] [ 0.16098576 0.63358208 0.33331107 0.79615991 0.52036561] [ 0.30055437 0.55675926 0.50050422 0.71070016 0.63475847] [ 0.7854756 0.37581918 0.6073342 0.34152676 0.41047011] [ 0.4100218 0.41092152 0.49380471 0.7632609 0.49934881] [ 0.55450182 0.55118519 0.43944234 0.51889664 0.49898015] [ 0.82621409 0.53021561 0.49293555 0.27026228 0.34046382] [ 0.37025472 0.65364193 0.44996259 0.65941844 0.36973651] [ 0.52736714 0.52330331 0.43615016 0.53336998 0.40763975] [ 0.48708087 0.40590199 0.42937839 0.56144099 0.46194441] [ 0.78575601 0.41987678 0.57472557 0.23239811 0.51156535] [ 0.27990966 0.61046261 0.44321972 0.75018799 0.49614501] [ 0.73786016 0.50776791 0.43294227 0.29857967 0.49547741] [ 0.54051235 0.52234014 0.48719142 0.35890318 0.49346895] [ 0.52470532 0.40383288 0.45044757 0.59735529 0.30029358] [ 0.14995516 0.57759913 0.46747623 0.82832824 0.60726389] [ 0.83127574 0.4476279 0.41373272 0.19212121 0.27358867] [ 0.37942743 0.32701391 0.56269611 0.67763301 0.38518144] [ 0.46516913 0.54414224 0.40977795 0.69063632 0.35158536] [ 0.37271478 0.6313769 0.46332218 0.67142503 0.40642224] [ 0.55066123 0.5311388 0.43778465 0.46470935 0.37057889] [ 0.67699347 0.495477 0.56218261 0.33219747 0.4452759 ] [ 0.35249335 0.54688086 0.51503034 0.72056626 0.63536619] [ 0.45717741 0.59647629 0.38783276 0.57578053 0.46311687] [ 0.48603502 0.47160122 0.42067269 0.64351492 0.44232538] [ 0.2943966 0.57742582 0.64817398 0.69071913 0.53616864] [ 0.63799351 0.58102136 0.38265507 0.50712467 0.31877397] [ 0.32465591 0.64504438 0.398491 0.70949418 0.48365326] [ 0.55449929 0.5705727 0.54116349 0.61704168 0.40776194] [ 0.48997203 0.41543268 0.53629955 0.41111951 0.58258687] [ 0.71234207 0.4716362 0.43244528 0.2924475 0.3113295 ] [ 0.18462451 0.55676744 0.39999788 0.76332681 0.55674018] [ 0.2599129 0.66073617 0.37915362 0.80331505 0.5465728 ] [ 0.80371804 0.29628192 0.64688348 0.1690701 0.38123084] [ 0.38371183 0.58470554 0.38606385 0.70636729 0.43766059] [ 0.24193651 0.49123173 0.54386864 0.63441181 0.57353082] [ 0.40131792 0.63601577 0.44313141 0.6568159 0.40490635] [ 0.63228204 0.4036075 0.60178721 0.23792778 0.48573418] [ 0.7341269 0.55475221 0.53906798 0.54806894 0.37783531] [ 0.77444705 0.33026553 0.55881706 0.26684951 0.52909361] [ 0.59202601 0.39433701 0.5331373 0.3231525 0.56154544] [ 0.8201523 0.39026625 0.52088409 0.28986562 0.41816302] [ 0.86201059 0.5442764 0.48229302 0.36755547 0.42113997] [ 0.46769156 0.42390378 0.66955757 0.68575882 0.37705566] [ 0.43186396 0.56421417 0.44516024 0.51095743 0.44147121] [ 0.75262436 0.49221959 0.5460166 0.37458489 0.42729858] [ 0.51343809 0.44610735 0.50981654 0.44168226 0.40274095] [ 0.36354054 0.56054127 0.54720126 0.77291009 0.4946755 ] [ 0.55845794 0.38586145 0.60404949 0.48526253 0.51316552] [ 0.55051679 0.51291381 0.37759112 0.38170375 0.37313428] [ 0.47362851 0.47381934 0.42688973 0.73954353 0.58773688] [ 0.73671435 0.45155176 0.6220343 0.28767361 0.50952241] [ 0.74907166 0.44898775 0.49632821 0.38200465 0.39827912] [ 0.66555985 0.31279765 0.58680783 0.30700537 0.33490101] [ 0.05322561 0.59300552 0.576031 0.89412434 0.51021688] [ 0.5423624 0.45972185 0.47352302 0.45073128 0.43578246] [ 0.62096764 0.41066267 0.56630241 0.43534187 0.35443418] [ 0.6894576 0.42275686 0.58890423 0.4175876 0.42954588] [ 0.36165824 0.48658624 0.302761 0.7859813 0.38792978] [ 0.77576371 0.42444689 0.38867337 0.45344756 0.40271619] [ 0.13002659 0.57298258 0.50793558 0.90246514 0.67895709] [ 0.86510992 0.43618393 0.54057276 0.27556678 0.39768885] [ 0.76024271 0.46681342 0.65221833 0.26538929 0.4394264 ] [ 0.57566068 0.44293659 0.59765664 0.37235011 0.4787933 ] [ 0.59562496 0.54231598 0.53694672 0.57062689 0.43647812] [ 0.52340197 0.41879066 0.5000304 0.63470047 0.48561217] [ 0.5294657 0.49279149 0.52701274 0.58414598 0.50186098] [ 0.54197659 0.41213088 0.57541184 0.57449575 0.38934342] [ 0.85881984 0.3632284 0.60513086 0.22283692 0.44072842] [ 0.56391051 0.47473299 0.53672168 0.55155357 0.59503127] [ 0.82836769 0.37314154 0.60174962 0.20527222 0.35767258] [ 0.16242755 0.54164014 0.48805625 0.78223363 0.41197622] [ 0.29136363 0.64283285 0.35874459 0.69028778 0.49632452] Progress: 19.4% ... Training loss: 0.652 ... Validation loss: 1.141[ 0.27622235 0.46688297 0.51715852 0.74327383 0.48325807] [ 0.19112715 0.53629789 0.4516354 0.86865935 0.39747137] [ 0.82390183 0.34713279 0.63547144 0.17754313 0.43146077] [ 0.57759382 0.59682243 0.41000239 0.71597477 0.43176992] [ 0.18344934 0.58536117 0.55325695 0.80010598 0.63034114] [ 0.32217715 0.62555083 0.52126567 0.72967228 0.50448516] [ 0.30900107 0.50618454 0.51961342 0.77189785 0.50131885] [ 0.49345072 0.46220905 0.5634505 0.47524936 0.53546871] [ 0.50870703 0.49080399 0.54167066 0.72793954 0.41183134] [ 0.7312036 0.30522405 0.47982011 0.3543764 0.44937809] [ 0.33271253 0.57481702 0.48106363 0.85987146 0.37064685] [ 0.8735489 0.3461181 0.44612739 0.20834912 0.30555504] [ 0.13810634 0.52792317 0.49708561 0.84341173 0.4841922 ] [ 0.75454864 0.34669392 0.52552787 0.2852191 0.36850358] [ 0.50980893 0.63998643 0.41649835 0.58010282 0.40827907] [ 0.72647323 0.4741593 0.47232617 0.28578172 0.39299784] [ 0.79493886 0.61749929 0.48242856 0.48633702 0.36210216] [ 0.74122273 0.43318467 0.3599463 0.37114085 0.43637485] [ 0.17643742 0.63792299 0.51755344 0.9290983 0.55549638] [ 0.50753417 0.59578978 0.4477649 0.73067708 0.5298173 ] [ 0.76059528 0.2611648 0.60561193 0.39317304 0.44930194] [ 0.41079231 0.6018967 0.56608284 0.66674678 0.51107301] [ 0.71797821 0.42730006 0.42111172 0.30875444 0.41421065] [ 0.25626071 0.58115413 0.54731285 0.77955782 0.54415812] [ 0.75576202 0.491599 0.50963346 0.19343306 0.45160516] [ 0.21341585 0.66425098 0.24542854 0.87174017 0.55439313] [ 0.75054954 0.28584233 0.60825696 0.21497295 0.37976869] [ 0.55310527 0.47283428 0.50374631 0.38949657 0.41434478] [ 0.51725185 0.49965519 0.53951448 0.56892792 0.42950999] [ 0.44697049 0.60482956 0.32122086 0.65328095 0.38718096] [ 0.8025468 0.45644611 0.51883145 0.16935517 0.39054215] [ 0.66839978 0.57108082 0.48489813 0.4064426 0.52796836] [ 0.27720078 0.53842909 0.49969122 0.75888615 0.50927326] [ 0.34352085 0.47693544 0.61870106 0.82464233 0.45131985] [ 0.32179877 0.4594412 0.50982301 0.74206307 0.38337039] [ 0.56732828 0.43653362 0.46204081 0.64352134 0.44410379] [ 0.38325597 0.56436694 0.57325104 0.38979564 0.62798902] [ 0.32602476 0.69742928 0.30091239 0.87090978 0.58174088] [ 0.25388519 0.47521502 0.51215491 0.75379773 0.60709645] [ 0.55139109 0.49411955 0.55539439 0.61624621 0.36596833] [ 0.40814204 0.58695984 0.35782525 0.68717017 0.35767408] [ 0.21089391 0.64008965 0.40455493 0.78304185 0.5281583 ] [ 0.78295061 0.26647085 0.56283072 0.29970657 0.41726846] [ 0.27699658 0.40445314 0.64960073 0.76281969 0.57017124] [ 0.17724099 0.48604724 0.47485119 0.83926042 0.53656718] [ 0.80129887 0.46081712 0.56142686 0.28646104 0.43621552] [ 0.64312509 0.4001384 0.54715664 0.57550346 0.31848375] [ 0.62703712 0.45436175 0.50660537 0.27943283 0.28426001] [ 0.440152 0.48818858 0.54548306 0.48987467 0.43602769] [ 0.77891641 0.54313776 0.39019177 0.3803252 0.30557548] [ 0.2347102 0.60267117 0.45241557 0.70809029 0.40403348] [ 0.63812943 0.61596418 0.3216979 0.51501919 0.33099959] [ 0.40814101 0.57151441 0.43952606 0.53130897 0.42642409] [ 0.62015107 0.47733128 0.38250962 0.46914323 0.32071582] [ 0.68772502 0.39377186 0.31701778 0.39835655 0.34922652] [ 0.45408654 0.42556166 0.52898295 0.56010212 0.37560833] [ 0.49902536 0.48273085 0.36352129 0.54163239 0.40967235] [ 0.72257402 0.54205154 0.48229126 0.57972109 0.38120269] [ 0.58814196 0.58460177 0.49146687 0.46445345 0.5141628 ] [ 0.49574637 0.56249638 0.68763594 0.51421344 0.49399234] [ 0.8735489 0.3461181 0.44612739 0.20834912 0.30555504] [ 0.78961953 0.45214002 0.45096144 0.39654716 0.38285542] [ 0.82236835 0.37348365 0.47699954 0.33943307 0.38314202] [ 0.0721998 0.57889721 0.43565156 0.92918949 0.51187253] [ 0.17447463 0.60310112 0.51775903 0.87362818 0.6354691 ] [ 0.31408065 0.48941569 0.59351989 0.79003417 0.33765346] [ 0.18370824 0.57637146 0.48982973 0.81247297 0.49350354] [ 0.43306682 0.51092418 0.55309884 0.59597425 0.39165409] [ 0.73086982 0.41602193 0.52907862 0.31693373 0.35688813] [ 0.42766159 0.49466919 0.44019722 0.74165913 0.30574261] [ 0.5551616 0.52836639 0.51046136 0.49897388 0.54815089] [ 0.45949433 0.54749087 0.43390143 0.52145811 0.32832036] [ 0.2891487 0.68595733 0.349466 0.66935462 0.45343245] [ 0.90167305 0.32064296 0.71187173 0.11718059 0.33915255] [ 0.74519931 0.50701602 0.44715135 0.40695544 0.37273006] [ 0.46855822 0.57187885 0.44799833 0.58168776 0.34500308] [ 0.83547985 0.39184236 0.60111938 0.25437694 0.44495136] [ 0.39361517 0.52104091 0.50690506 0.81203479 0.37633574] [ 0.89253417 0.37864779 0.50604532 0.09513711 0.33435414] [ 0.43992144 0.55047183 0.56642599 0.48376606 0.56780919] [ 0.63972886 0.53594642 0.42086162 0.36565428 0.44794258] [ 0.29257099 0.47597145 0.57584067 0.70356497 0.41893094] [ 0.41512054 0.42397732 0.58557897 0.59337083 0.58603589] [ 0.82936904 0.41567336 0.42289484 0.2056254 0.30229369] [ 0.56999883 0.59884869 0.38741532 0.49282602 0.40481391] [ 0.61965056 0.47854072 0.57931518 0.60584736 0.33689841] [ 0.17626247 0.54722542 0.4344552 0.69895994 0.51357761] [ 0.77370041 0.47016814 0.5388587 0.36324092 0.41636401] [ 0.4388261 0.43137271 0.40379369 0.64007907 0.36448053] [ 0.89776532 0.30744489 0.64209985 0.13958265 0.33486447] [ 0.53844395 0.62036653 0.44642797 0.56041588 0.44531131] [ 0.74980478 0.34814359 0.65723834 0.21838525 0.48148835] [ 0.54990383 0.46764356 0.56285515 0.72874822 0.4365691 ] [ 0.83514835 0.4400727 0.45619922 0.23767906 0.39630144] [ 0.44933204 0.39920619 0.69621106 0.74131461 0.45224602] [ 0.21723888 0.53278939 0.51337806 0.70698858 0.46223508] [ 0.68777535 0.38282055 0.52323915 0.34782565 0.4019574 ] [ 0.37181631 0.65283984 0.37709656 0.73851042 0.34500857] [ 0.65031924 0.37397617 0.46002179 0.37136167 0.48538066] [ 0.62075622 0.47878735 0.36684516 0.57595756 0.36912799] [ 0.353568 0.5384552 0.65544411 0.74168941 0.58967468] [ 0.22557966 0.68557768 0.39281184 0.85170579 0.51402918] [ 0.4815166 0.67031101 0.31557916 0.61808509 0.31487812] [ 0.5405506 0.62412272 0.39019059 0.62913733 0.39869026] [ 0.58207806 0.53051831 0.39475945 0.54459698 0.31107508] [ 0.57968438 0.36909497 0.63214397 0.45510549 0.41821302] [ 0.75576202 0.491599 0.50963346 0.19343306 0.45160516] [ 0.77771405 0.33635465 0.59880696 0.24717766 0.43311744] [ 0.44460851 0.49551588 0.35301304 0.61117951 0.5403673 ] [ 0.22374825 0.70347153 0.33896558 0.81108874 0.58010982] [ 0.22861436 0.5120139 0.48608639 0.79341631 0.38780056] [ 0.32105302 0.56543839 0.43333588 0.58788422 0.55182097] [ 0.67325029 0.34266105 0.54420532 0.36103152 0.47116274] [ 0.30370408 0.69526083 0.43876222 0.75385418 0.5002759 ] [ 0.91608242 0.30381039 0.64000774 0.1430052 0.39866542] [ 0.74735961 0.61098823 0.39416019 0.521822 0.35051112] [ 0.59593572 0.56922397 0.47391817 0.48363868 0.33658879] [ 0.08942856 0.56087949 0.37739789 0.93083912 0.54601646] [ 0.73293251 0.38863515 0.59937839 0.31786837 0.46367284] [ 0.2324461 0.6499861 0.30352084 0.87812282 0.53753273] [ 0.78429157 0.34062704 0.50391633 0.19087257 0.38592519] [ 0.82018534 0.31215535 0.45289099 0.16557839 0.34593318] [ 0.57501833 0.46921321 0.38904446 0.50885916 0.51211826] [ 0.5139537 0.52580843 0.44036018 0.40254624 0.39920502] [ 0.62562799 0.4139781 0.54676703 0.3658662 0.29207468] [ 0.52785745 0.38063437 0.56208722 0.61651725 0.36194577] [ 0.3486135 0.4822207 0.54180864 0.69012654 0.60732068] [ 0.61889248 0.40935024 0.46358752 0.43234852 0.3909263 ] Progress: 19.5% ... Training loss: 0.652 ... Validation loss: 1.140[ 0.60243856 0.46187181 0.44788246 0.34954482 0.39345074] [ 0.63702502 0.53507308 0.44577974 0.50404497 0.45126282] [ 0.30032981 0.66738652 0.366765 0.78135418 0.47760492] [ 0.64673408 0.42239867 0.40997656 0.38134158 0.54260612] [ 0.67651268 0.39870915 0.66165519 0.39181456 0.52237078] [ 0.46192593 0.58706229 0.47184352 0.55096697 0.39105297] [ 0.44428957 0.4956881 0.35295226 0.61130741 0.54043863] [ 0.62732156 0.39072937 0.54546142 0.41506289 0.35354649] [ 0.86290139 0.35090749 0.51870915 0.29990553 0.35684468] [ 0.65119297 0.43235978 0.52516982 0.51371277 0.37436542] [ 0.61943165 0.41246869 0.51347965 0.41777048 0.51113539] [ 0.53106901 0.57612587 0.55562251 0.69885926 0.29819374] [ 0.38343366 0.59023936 0.48207485 0.731821 0.38927285] [ 0.70754179 0.47583876 0.60293053 0.50226436 0.37263603] [ 0.74282157 0.35365504 0.54838046 0.30282364 0.45966335] [ 0.28273475 0.53683854 0.54056056 0.80554598 0.37608938] [ 0.87430275 0.31821753 0.48972234 0.10143546 0.25620482] [ 0.81024958 0.57143437 0.49458717 0.43439768 0.40671806] [ 0.6010697 0.45448425 0.39813481 0.5894532 0.36640348] [ 0.44379199 0.61490975 0.56359326 0.56936045 0.53454208] [ 0.62156743 0.41051229 0.56636577 0.43487501 0.3543773 ] [ 0.58314031 0.62076959 0.49858319 0.48762663 0.36393089] [ 0.90094749 0.38320137 0.61644648 0.26797395 0.37574478] [ 0.38004939 0.58636826 0.45042718 0.74437847 0.45698384] [ 0.9269561 0.33005461 0.52802922 0.15652856 0.39462255] [ 0.3098867 0.4889004 0.46198083 0.462375 0.58980251] [ 0.61169658 0.36590633 0.62692144 0.50405622 0.30796359] [ 0.12634718 0.60571315 0.49649384 0.90970866 0.38853696] [ 0.62102795 0.4917792 0.59340648 0.5628992 0.43680682] [ 0.50186021 0.47646599 0.45145935 0.53353604 0.48370259] [ 0.15624336 0.53379948 0.53348162 0.87458888 0.61867416] [ 0.24526974 0.53938451 0.3436289 0.81001321 0.4856654 ] [ 0.19786137 0.67265264 0.29975919 0.81211937 0.47715037] [ 0.52520507 0.37741118 0.68571628 0.67493084 0.40749047] [ 0.48878482 0.43595545 0.52969844 0.59428058 0.34514801] [ 0.55440792 0.51707274 0.51724173 0.41355504 0.36463909] [ 0.52381368 0.66912122 0.4879799 0.73811955 0.40669958] [ 0.44688003 0.42123052 0.69868358 0.60195249 0.34241691] [ 0.79374094 0.40119249 0.55115027 0.37709681 0.34393204] [ 0.25805623 0.62074217 0.46238712 0.75153593 0.4229577 ] [ 0.80443098 0.41496374 0.62279212 0.14565713 0.45159017] [ 0.74632424 0.32834329 0.46635808 0.30121461 0.36369746] [ 0.45063549 0.49396524 0.51740501 0.48760195 0.42584969] [ 0.4105652 0.52207528 0.5726967 0.68528519 0.58492465] [ 0.15146055 0.61969116 0.39704726 0.91106095 0.4216456 ] [ 0.67955054 0.35398151 0.54064421 0.28012624 0.47771692] [ 0.52875398 0.48108783 0.54570063 0.42014427 0.52231817] [ 0.51505222 0.30629127 0.51805926 0.57928314 0.41373323] [ 0.34222557 0.56396373 0.5100831 0.63679087 0.44142004] [ 0.30696042 0.61511018 0.56739557 0.76607557 0.64817874] [ 0.49133965 0.54781151 0.54011654 0.63319863 0.37219278] [ 0.73068394 0.41152999 0.42875639 0.29484529 0.3615429 ] [ 0.24036099 0.51074079 0.60523143 0.76310031 0.58160063] [ 0.28032786 0.50979083 0.53201483 0.80260574 0.51610718] [ 0.42306376 0.40143875 0.55160384 0.4474486 0.49014364] [ 0.28748788 0.54189199 0.61323734 0.72171465 0.59291436] [ 0.14330683 0.6912555 0.35446705 0.86662225 0.51451907] [ 0.76024628 0.31338057 0.55317596 0.28346862 0.49894509] [ 0.65326046 0.51590554 0.4684295 0.49961959 0.43076044] [ 0.4837391 0.54475056 0.30439677 0.52347033 0.43157342] [ 0.70631863 0.51346071 0.49263513 0.42100988 0.36323017] [ 0.61159432 0.40553853 0.51874771 0.24305549 0.39776651] [ 0.70201159 0.51432898 0.61884782 0.62205999 0.33147519] [ 0.17665034 0.48656221 0.47465616 0.8395218 0.53676304] [ 0.08620987 0.5691804 0.48194093 0.90265065 0.62624739] [ 0.63702502 0.53507308 0.44577974 0.50404497 0.45126282] [ 0.59033262 0.35870716 0.61145965 0.48820773 0.44763058] [ 0.72669124 0.55624654 0.45096966 0.39426657 0.32373475] [ 0.56967126 0.57368913 0.40929235 0.47636662 0.37926943] [ 0.87988758 0.37752705 0.49278433 0.10898317 0.34381041] [ 0.16381618 0.54012592 0.39005604 0.86600618 0.53457664] [ 0.85155788 0.39393208 0.60360782 0.28330729 0.41131381] [ 0.54481174 0.44227031 0.62902988 0.6527993 0.47432042] [ 0.67509358 0.41189673 0.67041058 0.28405228 0.49241029] [ 0.54050111 0.37371797 0.59618944 0.7373346 0.45630571] [ 0.63533824 0.48741066 0.51387938 0.36478181 0.56730755] [ 0.34326144 0.53440759 0.51966275 0.79054746 0.60884876] [ 0.64609469 0.38549198 0.62783682 0.69027807 0.34906315] [ 0.14837821 0.59201358 0.48417449 0.85421748 0.50440498] [ 0.30411719 0.48585005 0.61767869 0.66932232 0.52108876] [ 0.33171901 0.5634137 0.48186229 0.79269506 0.38009157] [ 0.59330608 0.429194 0.64373633 0.71673278 0.30221782] [ 0.81478237 0.49598069 0.58722167 0.29419878 0.50259394] [ 0.7001817 0.42224347 0.54099415 0.18964465 0.3948398 ] [ 0.26978204 0.64643637 0.47262276 0.58445532 0.60338879] [ 0.73450349 0.34752111 0.54050701 0.28036026 0.34224879] [ 0.26458613 0.69593443 0.33679078 0.78234108 0.56366865] [ 0.09195419 0.57713171 0.53945045 0.9029635 0.68070143] [ 0.51023211 0.45253185 0.4823968 0.79592755 0.42565341] [ 0.53417034 0.43465951 0.46875816 0.5839209 0.35569838] [ 0.5647586 0.5861893 0.4566999 0.50683213 0.34969186] [ 0.55513602 0.6035864 0.41471093 0.64673 0.44694201] [ 0.82844578 0.45775154 0.46559707 0.42907974 0.38895995] [ 0.18201887 0.52758907 0.50636267 0.74818625 0.48526985] [ 0.45755543 0.46212928 0.52300535 0.48118382 0.57445375] [ 0.50826593 0.397067 0.54119639 0.57860042 0.49326824] [ 0.14789489 0.5777675 0.49146553 0.91246924 0.50673485] [ 0.15631199 0.54762926 0.40640704 0.78956947 0.50586093] [ 0.54706036 0.39722615 0.51800553 0.43734608 0.47797392] [ 0.14655977 0.68404336 0.41327487 0.89222105 0.62967563] [ 0.24409601 0.57951083 0.49653746 0.58978996 0.52802572] [ 0.72383191 0.35876108 0.67184632 0.25802918 0.49771273] [ 0.75978852 0.44035795 0.54592194 0.23038055 0.37837177] [ 0.81221841 0.40493266 0.58792718 0.36740992 0.37968635] [ 0.30282817 0.5865999 0.46317457 0.83674011 0.48909033] [ 0.33516476 0.56458843 0.47221929 0.76792046 0.46725457] [ 0.52831849 0.48663345 0.50989618 0.74807607 0.43369943] [ 0.19420965 0.6930049 0.30067974 0.82485135 0.52419372] [ 0.76849776 0.35919756 0.54052476 0.27811509 0.43094175] [ 0.33875477 0.47515772 0.35193035 0.76691873 0.37655739] [ 0.76803006 0.39114253 0.59235564 0.3743447 0.43436133] [ 0.58650954 0.45031703 0.50821363 0.51752506 0.48978924] [ 0.60657344 0.42339787 0.57986695 0.42251646 0.54844164] [ 0.49087969 0.42602469 0.51960113 0.57236547 0.45026681] [ 0.54297559 0.44129021 0.55860628 0.38461686 0.60891541] [ 0.73046554 0.3557323 0.55978619 0.21210711 0.51587665] [ 0.52945721 0.34663783 0.63590889 0.4376898 0.44105148] [ 0.20532038 0.60619612 0.40733424 0.85198376 0.60131804] [ 0.11869415 0.65404775 0.47614535 0.84225754 0.5678877 ] [ 0.47335912 0.43968152 0.44010969 0.63557268 0.33727754] [ 0.26401779 0.6576232 0.47240429 0.7728493 0.53099218] [ 0.33043786 0.56913393 0.54357594 0.73355319 0.59355508] [ 0.16718007 0.59426761 0.49342806 0.84256459 0.58802212] [ 0.49733508 0.52641306 0.53850008 0.43458962 0.36169851] [ 0.3387228 0.5361572 0.36268845 0.72996238 0.56069863] [ 0.44562715 0.50045877 0.54859992 0.57475742 0.54092145] [ 0.15134793 0.50773699 0.43956926 0.80560521 0.47272037] [ 0.59098014 0.46746874 0.57084881 0.45821954 0.479151 ] Progress: 19.6% ... Training loss: 0.652 ... Validation loss: 1.135[ 0.2164329 0.70549012 0.25609964 0.87387364 0.51302528] [ 0.57496192 0.65401542 0.36830898 0.72963128 0.31596701] [ 0.77340045 0.34472203 0.49509814 0.28617654 0.4292011 ] [ 0.55289761 0.46173185 0.43015963 0.48377061 0.52894916] [ 0.27003474 0.74371247 0.31029683 0.82952279 0.42814016] [ 0.39993199 0.56632271 0.63876768 0.74673443 0.58367536] [ 0.1599264 0.63455121 0.3329588 0.79688751 0.52081581] [ 0.48413039 0.48143752 0.53851002 0.58696537 0.48723544] [ 0.56290544 0.42015061 0.62752649 0.5488011 0.42861887] [ 0.43594074 0.52507983 0.63360432 0.79345345 0.43952933] [ 0.17924928 0.51470204 0.43715991 0.88913416 0.48641733] [ 0.42431347 0.54402324 0.40036514 0.40090364 0.39662938] [ 0.61518071 0.64492182 0.39281195 0.62489758 0.47044286] [ 0.27368272 0.65025896 0.46924945 0.81390865 0.53915564] [ 0.23646113 0.6823597 0.42119947 0.74082582 0.52600512] [ 0.7798137 0.46921258 0.44620745 0.28219444 0.2400971 ] [ 0.45475999 0.59887145 0.54176426 0.45841349 0.4892739 ] [ 0.22837728 0.56052184 0.52325424 0.71996225 0.43423865] [ 0.73583974 0.37784668 0.56322219 0.23099106 0.35656052] [ 0.19309113 0.6889843 0.4144315 0.83313741 0.55440985] [ 0.68999623 0.37207571 0.62651715 0.57192931 0.42548644] [ 0.54205094 0.56820635 0.32222108 0.64236745 0.37385329] [ 0.33943646 0.68337555 0.40703624 0.70004101 0.45861121] [ 0.14396248 0.46847817 0.36180879 0.92136041 0.47711355] [ 0.56385042 0.52535204 0.54586228 0.37537102 0.36571696] [ 0.56175327 0.42798913 0.58922741 0.16778554 0.4495805 ] [ 0.69503646 0.54357926 0.57819521 0.41071433 0.45566279] [ 0.53357492 0.3265595 0.47818487 0.66345875 0.3749465 ] [ 0.56859936 0.63231523 0.38361082 0.60169071 0.48214847] [ 0.42539348 0.42009348 0.46510407 0.71099844 0.35422627] [ 0.57808582 0.37020488 0.49799842 0.36685408 0.39145221] [ 0.81244356 0.36072533 0.58973643 0.22300358 0.48230514] [ 0.90167006 0.33884025 0.55027804 0.13329817 0.29769503] [ 0.61785886 0.54018849 0.49586198 0.29277204 0.54516328] [ 0.89589312 0.41556774 0.45882688 0.18343622 0.23229222] [ 0.26818001 0.71231276 0.25737643 0.79322038 0.48796907] [ 0.26741889 0.41556746 0.40489211 0.71066949 0.56504993] [ 0.11541674 0.57578876 0.54273065 0.82490653 0.39106533] [ 0.8387869 0.36925231 0.60557264 0.22041003 0.39720532] [ 0.71257601 0.43046229 0.41723103 0.28684981 0.39149309] [ 0.38513521 0.51076859 0.46042423 0.73149338 0.48755158] [ 0.33930518 0.50624203 0.3516016 0.79378778 0.45155191] [ 0.91820388 0.29089458 0.55866882 0.08062908 0.27336497] [ 0.57560526 0.4565591 0.58918334 0.33937198 0.43485763] [ 0.7783792 0.3614485 0.64921946 0.33895774 0.45959303] [ 0.37193145 0.59941847 0.48350396 0.7546017 0.56790899] [ 0.10227771 0.60423052 0.37183374 0.90380165 0.57123285] [ 0.50465123 0.45773669 0.56621729 0.7105441 0.33918969] [ 0.90221409 0.32015887 0.71204282 0.1167785 0.33892643] [ 0.36404284 0.61420456 0.5230476 0.69999921 0.50489738] [ 0.23982206 0.62390762 0.42560689 0.88317373 0.37164658] [ 0.25637462 0.57579991 0.49954694 0.82846262 0.40049923] [ 0.13788309 0.57635825 0.54983489 0.87724554 0.64488996] [ 0.5763276 0.41069159 0.56090234 0.46062575 0.48336626] [ 0.6482122 0.59179852 0.64168354 0.44356869 0.44453124] [ 0.8416215 0.36949672 0.55001684 0.2289601 0.3435354 ] [ 0.56601705 0.43242616 0.56028754 0.49852112 0.37643137] [ 0.51457684 0.43555719 0.38718409 0.69712357 0.51733408] [ 0.23685214 0.40209909 0.37881732 0.87422159 0.42017213] [ 0.65454662 0.40494496 0.63219717 0.47450704 0.46609513] [ 0.42787064 0.54586841 0.42284799 0.56686589 0.43890616] [ 0.4194192 0.35392483 0.54503578 0.63828117 0.66316366] [ 0.16275779 0.52420302 0.46756315 0.8846071 0.58259388] [ 0.60555689 0.42897998 0.57295738 0.52516725 0.4535885 ] [ 0.48960739 0.51188794 0.51476599 0.57191311 0.43339582] [ 0.72295113 0.42396724 0.34097921 0.25787777 0.30065132] [ 0.67749623 0.49451279 0.62692718 0.37542719 0.3646518 ] [ 0.79018734 0.49338075 0.46890379 0.444872 0.39616377] [ 0.37732166 0.66640841 0.22178438 0.78479518 0.29662747] [ 0.33881536 0.52073658 0.44145356 0.72673683 0.47238327] [ 0.63965741 0.47081569 0.5663672 0.41603926 0.49682638] [ 0.48175771 0.58934591 0.40527896 0.65398376 0.58543604] [ 0.54933574 0.42383029 0.64215636 0.67108761 0.47212899] [ 0.2238715 0.55218909 0.3752547 0.76932094 0.56982305] [ 0.81939784 0.35425998 0.60924758 0.11435517 0.45399616] [ 0.59263776 0.63220714 0.466751 0.5780493 0.46917163] [ 0.38864386 0.52324835 0.47841725 0.54912419 0.60305571] [ 0.83980166 0.59556564 0.4753847 0.36824826 0.37655612] [ 0.6152287 0.45761488 0.4326325 0.27092956 0.43493501] [ 0.31410985 0.44745188 0.45202616 0.68505613 0.4149041 ] [ 0.59795989 0.52438042 0.40233213 0.44626058 0.45538936] [ 0.46796172 0.44946864 0.42629599 0.57014931 0.61330475] [ 0.61021156 0.48085466 0.57065853 0.46327956 0.41691323] [ 0.23912297 0.54602934 0.54512206 0.82433323 0.52459366] [ 0.76008033 0.41193878 0.52073208 0.24654634 0.4226145 ] [ 0.85153664 0.3725067 0.58346505 0.23291811 0.32704645] [ 0.36768426 0.44971976 0.53715114 0.69546781 0.59357272] [ 0.45645413 0.64897813 0.44146984 0.56259593 0.41381255] [ 0.86207155 0.54409753 0.48235844 0.36725042 0.42106704] [ 0.56971232 0.46940706 0.59687888 0.493643 0.42016426] [ 0.57006926 0.51559211 0.62517576 0.46468308 0.46282803] [ 0.76022913 0.37033745 0.56344387 0.37626881 0.3968483 ] [ 0.59102122 0.58482597 0.49233821 0.57910633 0.54434236] [ 0.52628192 0.64983148 0.38701481 0.62028645 0.34044261] [ 0.67689621 0.48140961 0.5036434 0.37426843 0.47296462] [ 0.87211273 0.35548976 0.56318865 0.22743323 0.41786721] [ 0.88945297 0.39908591 0.54012182 0.12173342 0.37460224] [ 0.55029737 0.51311032 0.37752892 0.38166257 0.37320851] [ 0.38870144 0.42484621 0.5469843 0.73642237 0.45394354] [ 0.76312746 0.31672874 0.51279488 0.32141433 0.39155204] [ 0.16553053 0.73953155 0.27759492 0.92081595 0.49617674] [ 0.28611941 0.52741787 0.61544132 0.78490341 0.57121762] [ 0.88945297 0.39908591 0.54012182 0.12173342 0.37460224] [ 0.10338626 0.67148128 0.37075243 0.91511945 0.56192146] [ 0.60147182 0.58935019 0.44944202 0.53180176 0.37924289] [ 0.4029569 0.64285682 0.54127437 0.64883738 0.59571444] [ 0.26565156 0.46221912 0.51568747 0.83086472 0.4235375 ] [ 0.39599527 0.47949074 0.56144525 0.67219639 0.43302844] [ 0.8717834 0.3685653 0.70225477 0.20459128 0.42506363] [ 0.69069724 0.55042859 0.49546989 0.27778265 0.48943627] [ 0.34568792 0.61696091 0.42853491 0.81616429 0.58818515] [ 0.62079026 0.50955262 0.57411956 0.39457723 0.46485809] [ 0.18289714 0.68473865 0.3015455 0.80780834 0.54371228] [ 0.81892191 0.43762813 0.64765182 0.32765345 0.39599475] [ 0.63589271 0.48882807 0.55979937 0.60114676 0.50361985] [ 0.64074173 0.58742782 0.55320497 0.63843849 0.45032757] [ 0.67742967 0.69304296 0.44147889 0.63041286 0.39213128] [ 0.18434525 0.70822991 0.27127279 0.89648205 0.54786679] [ 0.24686429 0.50461986 0.46727374 0.87211546 0.60131724] [ 0.61372552 0.37519095 0.45155891 0.48190019 0.4820446 ] [ 0.76686413 0.46002355 0.62275217 0.35834024 0.33522725] [ 0.62078039 0.58086353 0.38608241 0.50085018 0.54173953] [ 0.64637393 0.58061948 0.52393354 0.4408953 0.43170212] [ 0.32401443 0.4332174 0.55992803 0.56474624 0.48438141] [ 0.39056185 0.49049054 0.49230793 0.6501277 0.51885311] [ 0.87994955 0.26087992 0.62412639 0.301591 0.37385438] [ 0.817851 0.41634818 0.51992171 0.27042922 0.44095402] [ 0.77127463 0.3629411 0.47633876 0.31839415 0.31338561] Progress: 19.6% ... Training loss: 0.652 ... Validation loss: 1.135[ 0.79903659 0.49978322 0.50105582 0.3367143 0.44156821] [ 0.3831757 0.4859992 0.54507906 0.6558964 0.44782061] [ 0.51962812 0.56840901 0.4495716 0.69979791 0.55362643] [ 0.76194319 0.39765265 0.45851072 0.48308829 0.38865671] [ 0.38582525 0.517364 0.59615327 0.66182633 0.6078694 ] [ 0.67866474 0.49477123 0.56244415 0.33113945 0.44496595] [ 0.20906464 0.5428526 0.41659635 0.90268512 0.48141177] [ 0.44511641 0.54381937 0.46970284 0.63783436 0.57189238] [ 0.34045937 0.63352037 0.4887825 0.66156275 0.56911297] [ 0.55475555 0.56476615 0.41183503 0.65775073 0.34367934] [ 0.63609485 0.62919227 0.41440149 0.4744908 0.49423459] [ 0.41338046 0.66687828 0.30144419 0.69198687 0.36006855] [ 0.26202103 0.61577647 0.43678795 0.74606401 0.42526332] [ 0.72240649 0.33118 0.56071546 0.27283254 0.46714632] [ 0.3369205 0.43173689 0.55965937 0.7270795 0.40716137] [ 0.56401867 0.41506874 0.43247484 0.38426525 0.35386406] [ 0.20359074 0.63973388 0.45030438 0.7347318 0.48044867] [ 0.85619004 0.3491671 0.53376416 0.16129622 0.29478499] [ 0.56715925 0.41134276 0.45255557 0.43405627 0.60126333] [ 0.41660676 0.44922014 0.46303867 0.84026945 0.35702308] [ 0.72155966 0.49149735 0.42756041 0.55762921 0.45634981] [ 0.68505446 0.41130525 0.42932779 0.70474782 0.38693913] [ 0.54874299 0.58406009 0.47841094 0.45703051 0.38698924] [ 0.76610037 0.45657255 0.37195796 0.2763221 0.33152597] [ 0.07515655 0.61545899 0.45278195 0.90619334 0.47307443] [ 0.1963708 0.67368536 0.2993847 0.81286484 0.47766409] [ 0.15570344 0.51113756 0.50121386 0.79914048 0.44812679] [ 0.7758135 0.44693872 0.54221917 0.41924201 0.34580891] [ 0.11753889 0.58757733 0.50619067 0.91384246 0.55052572] [ 0.34007269 0.44499916 0.69562601 0.64631115 0.51352977] [ 0.61240314 0.46269694 0.51544281 0.49403724 0.42640149] [ 0.52374308 0.53369317 0.49754898 0.43764709 0.45144021] [ 0.68215681 0.55906807 0.30407693 0.51518377 0.36796751] [ 0.86697106 0.33803886 0.54997582 0.20533661 0.37044719] [ 0.36328523 0.58209146 0.47540271 0.62675537 0.46163002] [ 0.63060089 0.48552946 0.45022512 0.41773108 0.43888543] [ 0.286627 0.60284692 0.366233 0.80734408 0.47308201] [ 0.83145324 0.44741296 0.41381393 0.19187934 0.2734998 ] [ 0.58400479 0.48102455 0.42400324 0.446901 0.38714116] [ 0.6612925 0.53484177 0.4848063 0.38295257 0.47696845] [ 0.40267734 0.53681574 0.44853606 0.41226874 0.54371899] [ 0.86343869 0.44097867 0.62595222 0.23296203 0.4351303 ] [ 0.39176668 0.56225628 0.32010136 0.60819465 0.35236207] [ 0.68406976 0.45870107 0.56653068 0.23770274 0.43924046] [ 0.67750716 0.55836404 0.67957306 0.45901225 0.49454412] [ 0.16481343 0.5677527 0.3883444 0.79971576 0.55645952] [ 0.71897133 0.52612024 0.55358952 0.49189652 0.40260242] [ 0.42239396 0.45776253 0.45637865 0.82589254 0.42517182] [ 0.61260861 0.50882264 0.36714965 0.4980424 0.37682188] [ 0.07967699 0.60546252 0.48064389 0.90349164 0.64904058] [ 0.11584182 0.51847333 0.47148199 0.87695751 0.52796905] [ 0.45999142 0.52090716 0.44704971 0.74620378 0.35426517] [ 0.55002949 0.35995672 0.6110307 0.58001996 0.4572148 ] [ 0.59133629 0.58426529 0.4904351 0.57176232 0.44654225] [ 0.16266873 0.67404792 0.49875641 0.91762357 0.55130844] [ 0.49783223 0.4814634 0.31645648 0.66841542 0.37231082] [ 0.59561802 0.3975653 0.48324829 0.66213981 0.33327783] [ 0.78430234 0.30205755 0.52902475 0.25774775 0.32056389] [ 0.50282368 0.4793128 0.46392391 0.52627567 0.59497768] [ 0.18259111 0.54366355 0.52510811 0.86541703 0.64181002] [ 0.55705695 0.42776948 0.33360282 0.53148881 0.29233601] [ 0.33224232 0.57230481 0.39687058 0.70514393 0.36903568] [ 0.06496401 0.5786968 0.53043009 0.85146358 0.55242411] [ 0.48193243 0.62476473 0.51463058 0.60292482 0.36273709] [ 0.5789216 0.45641581 0.55289155 0.3737915 0.41543384] [ 0.6506061 0.37390277 0.46005638 0.3711505 0.4853318 ] [ 0.24998918 0.53893433 0.45305519 0.87661259 0.47300064] [ 0.89671813 0.37399432 0.44441494 0.15255387 0.26096125] [ 0.50652458 0.48084758 0.55499378 0.45019231 0.64702283] [ 0.55918401 0.4959721 0.49234166 0.47539221 0.50514485] [ 0.1040066 0.60500121 0.57604326 0.87464964 0.72801839] [ 0.17103761 0.70258303 0.33618934 0.90438434 0.45001722] [ 0.28328351 0.6097982 0.4331676 0.78595357 0.45574374] [ 0.51048848 0.38538369 0.4914147 0.49512881 0.40271313] [ 0.63874338 0.41888261 0.56989587 0.41763114 0.42932367] [ 0.59600085 0.4490394 0.55987044 0.70203837 0.35888819] [ 0.50881155 0.38922284 0.51802808 0.48915342 0.33388144] [ 0.41017251 0.49944216 0.43233966 0.64984076 0.60047998] [ 0.80078149 0.3061647 0.53332089 0.28480412 0.42218873] [ 0.18858869 0.64330306 0.52022128 0.63692646 0.54762568] [ 0.57150423 0.40837876 0.43335768 0.43200467 0.48484239] [ 0.07194237 0.57560487 0.45345136 0.91972029 0.57794728] [ 0.17364681 0.57373727 0.43772914 0.84897785 0.56013141] [ 0.18359052 0.43886467 0.41026636 0.85279449 0.41617495] [ 0.84747386 0.37557923 0.58200398 0.22177527 0.43424209] [ 0.43462798 0.60455175 0.44117308 0.56239019 0.37234034] [ 0.50937071 0.65073104 0.38422855 0.57545612 0.40184944] [ 0.28489468 0.47178011 0.51757833 0.65522594 0.57790313] [ 0.4435067 0.35877337 0.4144815 0.54010425 0.41420903] [ 0.3955028 0.52158841 0.43034447 0.79792973 0.59816643] [ 0.10762138 0.62353046 0.43318628 0.91458346 0.53477873] [ 0.64878916 0.38282286 0.61224012 0.29544067 0.45439113] [ 0.77176912 0.52144583 0.60784837 0.46506368 0.30082259] [ 0.64344067 0.42807357 0.55375881 0.34892295 0.43858053] [ 0.37873592 0.53075283 0.57366571 0.75434685 0.49482652] [ 0.27400325 0.53850149 0.46614789 0.87356892 0.34300682] [ 0.49635929 0.47888034 0.40681973 0.48673916 0.50581552] [ 0.81616143 0.38156153 0.50884762 0.11926856 0.33151431] [ 0.55339546 0.43380225 0.48700876 0.55181932 0.27915799] [ 0.30446987 0.46453277 0.39474564 0.8110455 0.4178619 ] [ 0.57417905 0.37739555 0.5754861 0.28113859 0.50775519] [ 0.88371064 0.38933498 0.44893345 0.13744518 0.26664399] [ 0.83259465 0.46432 0.62964218 0.22787491 0.47181689] [ 0.33507249 0.60921308 0.33113654 0.74066457 0.29806348] [ 0.63507669 0.44609894 0.56791674 0.47656179 0.36593139] [ 0.22623515 0.46454853 0.60553752 0.82228622 0.57154711] [ 0.76832351 0.36913361 0.46972428 0.29456108 0.37628842] [ 0.8043637 0.38991406 0.51199446 0.25660504 0.34518128] [ 0.71454819 0.58435459 0.51264227 0.46260814 0.44033115] [ 0.89176561 0.28137368 0.67470848 0.179404 0.3884505 ] [ 0.72138 0.48099597 0.48080793 0.49379901 0.5307916 ] [ 0.8126363 0.45206101 0.63372643 0.12387099 0.50036015] [ 0.46560668 0.39024563 0.55958493 0.39374669 0.47589057] [ 0.27935663 0.48812203 0.6089502 0.72156246 0.51199818] [ 0.21531001 0.5797453 0.60040581 0.82906843 0.59763113] [ 0.36623003 0.51247708 0.46065463 0.59281304 0.40486119] [ 0.14654463 0.51144708 0.46758194 0.68714485 0.6479846 ] [ 0.74801201 0.44282922 0.52903013 0.35174426 0.46608362] [ 0.86787233 0.42642357 0.53915974 0.14207059 0.38686315] [ 0.09723329 0.53651029 0.38631994 0.92922491 0.44204453] [ 0.79937772 0.29965803 0.4664309 0.34048119 0.31456742] [ 0.60418575 0.56053498 0.45039806 0.47094403 0.36382355] [ 0.12843719 0.53146847 0.4561118 0.87934246 0.46627593] [ 0.50199987 0.41886854 0.37812334 0.47232751 0.36427699] [ 0.63020785 0.40950736 0.3773237 0.51270736 0.54954334] [ 0.35394804 0.65397346 0.35784964 0.80447528 0.61824751] [ 0.21898182 0.53244002 0.40919012 0.72144122 0.48146348] [ 0.7318412 0.41872712 0.55083769 0.42468292 0.35491144] Progress: 19.6% ... Training loss: 0.652 ... Validation loss: 1.129[ 0.42526841 0.61810489 0.30937988 0.6686831 0.36952212] [ 0.62441449 0.37172738 0.49805895 0.37389895 0.49421009] [ 0.61318634 0.60451077 0.31931501 0.66217665 0.30853263] [ 0.40574601 0.53704364 0.53381186 0.80695047 0.42172057] [ 0.68836937 0.33389787 0.41314258 0.34509438 0.40992207] [ 0.44408144 0.55615537 0.56077365 0.70599918 0.4417834 ] [ 0.21948109 0.5408725 0.4865633 0.84000769 0.48471081] [ 0.5260392 0.50647014 0.42774875 0.55842458 0.49514244] [ 0.49799432 0.47139522 0.59671281 0.6439125 0.49040066] [ 0.56306256 0.35601479 0.62581073 0.60776647 0.45271592] [ 0.44388801 0.37992506 0.41604363 0.60690946 0.47523508] [ 0.59141397 0.53613922 0.51122154 0.44351067 0.46642144] [ 0.4467064 0.54082065 0.50660436 0.65084521 0.46747071] [ 0.78066563 0.34456361 0.49215758 0.14908847 0.34128913] [ 0.60349979 0.62039027 0.47627504 0.30821352 0.4502003 ] [ 0.56955658 0.50314063 0.55134769 0.48294946 0.56766394] [ 0.21521986 0.61580698 0.514838 0.82639425 0.45996919] [ 0.38600098 0.44605203 0.60054885 0.72705427 0.43783259] [ 0.51621849 0.54535237 0.5331056 0.5457773 0.33999549] [ 0.4573214 0.39950475 0.57288216 0.64514096 0.48337167] [ 0.86102304 0.3915398 0.61170783 0.1984671 0.39201815] [ 0.64899607 0.4566959 0.62604725 0.58540007 0.36729141] [ 0.50774171 0.4797759 0.5518677 0.68361598 0.35313661] [ 0.86770025 0.35111198 0.59040128 0.22581428 0.25090819] [ 0.14867796 0.637922 0.38218292 0.85023721 0.54112519] [ 0.80677664 0.32963897 0.61483753 0.23203776 0.39503346] [ 0.60220085 0.53551494 0.48603505 0.45621713 0.42769957] [ 0.48175265 0.34630064 0.39363553 0.70018445 0.33269115] [ 0.48830325 0.62595302 0.52768524 0.71415737 0.47682763] [ 0.40355741 0.4915749 0.51744209 0.77913101 0.44759727] [ 0.45248073 0.37556173 0.51239444 0.67450895 0.3100826 ] [ 0.52196824 0.35942602 0.61070099 0.62679333 0.45980798] [ 0.7825969 0.39037707 0.61266301 0.27767357 0.42524777] [ 0.70849181 0.56858571 0.4344912 0.39856792 0.4072196 ] [ 0.73664315 0.3025333 0.58440632 0.39824213 0.47297534] [ 0.5113569 0.58023979 0.62226611 0.54054008 0.49415011] [ 0.5363953 0.47896084 0.39540761 0.61035449 0.32918041] [ 0.53685298 0.36910749 0.52011935 0.48893186 0.48113474] [ 0.57654555 0.38333393 0.39209885 0.43209647 0.48640729] [ 0.31446689 0.41130497 0.60829879 0.75667594 0.51855228] [ 0.62005097 0.50962991 0.4371235 0.51462693 0.39954013] [ 0.70677664 0.37488011 0.54934453 0.34241385 0.38886908] [ 0.56118322 0.32941495 0.56645871 0.54880815 0.27570451] [ 0.85841007 0.42388535 0.50823225 0.21609121 0.34211698] [ 0.42853055 0.47856359 0.53339976 0.68572003 0.40483891] [ 0.54195329 0.34931737 0.46157799 0.3991514 0.42429569] [ 0.4461587 0.60056399 0.38490584 0.59843484 0.46061166] [ 0.35329411 0.57584562 0.55493537 0.50298004 0.60846155] [ 0.17028759 0.65539493 0.38916118 0.79573119 0.54458445] [ 0.13292722 0.60293398 0.51939049 0.85410063 0.53782263] [ 0.69501192 0.32607727 0.65654956 0.24531176 0.51294802] [ 0.76415703 0.46133405 0.44762174 0.15735533 0.35286014] [ 0.58040756 0.37141564 0.49246208 0.33778045 0.51431523] [ 0.83247644 0.36523272 0.59715191 0.34686023 0.35462194] [ 0.49253182 0.59773853 0.59021653 0.50192564 0.40748727] [ 0.80172931 0.38470793 0.5304049 0.25555784 0.43234155] [ 0.31189143 0.64665577 0.35425071 0.81306257 0.36212263] [ 0.30568233 0.55489077 0.36308087 0.70528556 0.59015067] [ 0.1487013 0.54986538 0.40983857 0.88421614 0.54266758] [ 0.29870106 0.6372582 0.38928308 0.81874619 0.41813519] [ 0.28929847 0.62837739 0.30377408 0.80122303 0.5565602 ] [ 0.4595143 0.50496729 0.44858205 0.71632264 0.26613044] [ 0.67139211 0.49280336 0.40524873 0.42393834 0.32019425] [ 0.52183277 0.54061671 0.5722331 0.68565028 0.4242723 ] [ 0.87265877 0.38651566 0.41264279 0.30483728 0.33094043] [ 0.62637122 0.42278011 0.61803138 0.41656668 0.33980499] [ 0.18365291 0.56772264 0.48487473 0.79019306 0.44207322] [ 0.75937266 0.37078747 0.56324527 0.37712106 0.39700523] [ 0.25898258 0.52899588 0.55912987 0.70506542 0.67318375] [ 0.51023618 0.44640935 0.58639352 0.62541613 0.42740038] [ 0.51851584 0.61782784 0.46418543 0.52012686 0.51464161] [ 0.72274836 0.45609672 0.52061853 0.16473153 0.46262791] [ 0.74512436 0.37164434 0.4640765 0.21427522 0.37990189] [ 0.54652368 0.44566026 0.5523512 0.47051177 0.56467619] [ 0.5011472 0.40453214 0.50588182 0.55838324 0.53097873] [ 0.33355471 0.47527003 0.57040773 0.69414267 0.47245921] [ 0.65941886 0.44236587 0.52366545 0.30161938 0.45714825] [ 0.40737161 0.32827321 0.65352516 0.73260684 0.47871553] [ 0.74506507 0.3948699 0.62326278 0.30700146 0.49829763] [ 0.37998764 0.48554146 0.58926933 0.65886408 0.5436488 ] [ 0.12117158 0.634415 0.43908658 0.92493048 0.65107398] [ 0.28499864 0.57473439 0.36876515 0.66194143 0.43542548] [ 0.33424325 0.64193475 0.43032713 0.81543351 0.55610477] [ 0.28649343 0.41202135 0.48557107 0.8030641 0.45722715] [ 0.59782275 0.6122058 0.41727864 0.46586784 0.5536375 ] [ 0.51573649 0.58261448 0.36747947 0.48855173 0.53080551] [ 0.4725795 0.5598139 0.52111936 0.70272065 0.50714812] [ 0.69168766 0.54331196 0.47205382 0.47707086 0.31380328] [ 0.1581287 0.49444583 0.4815014 0.75311311 0.58152383] [ 0.17914354 0.68146703 0.34172693 0.87460025 0.46303282] [ 0.77156085 0.40303246 0.48732466 0.23217763 0.36161718] [ 0.19676988 0.63705634 0.44696281 0.75928082 0.52751483] [ 0.19566845 0.53777462 0.51952963 0.73513818 0.59792881] [ 0.53430399 0.55713061 0.39720747 0.63599888 0.42607565] [ 0.46138775 0.32319565 0.45999505 0.56778061 0.41017015] [ 0.35204471 0.54231205 0.27619637 0.80645885 0.5008686 ] [ 0.27553493 0.46758899 0.51689972 0.74362558 0.48355513] [ 0.65585305 0.3855013 0.54837976 0.43063219 0.47917628] [ 0.88189405 0.32385392 0.57477041 0.16937228 0.42703031] [ 0.60870447 0.36731606 0.53407107 0.57669643 0.38918528] [ 0.27534498 0.50862108 0.36994808 0.62882364 0.47600587] [ 0.73896922 0.39289322 0.47285843 0.2482139 0.37936047] [ 0.51576968 0.3270852 0.41807373 0.45456693 0.43899156] [ 0.81194202 0.38980566 0.59221516 0.23770707 0.41434451] [ 0.4922456 0.47732994 0.44924552 0.38647344 0.48161807] [ 0.32079351 0.59476761 0.37689364 0.67117268 0.41749881] [ 0.20873618 0.46241717 0.4669465 0.74234853 0.40747348] [ 0.21908907 0.58368692 0.37114317 0.79982242 0.52617814] [ 0.42431476 0.54434193 0.40254074 0.64294412 0.53119018] [ 0.16062885 0.5614821 0.50448394 0.79281208 0.47599587] [ 0.70189535 0.46767479 0.60215489 0.27333779 0.47426387] [ 0.15707199 0.52622147 0.48566924 0.84280676 0.44814335] [ 0.3246203 0.46199532 0.40146666 0.5570769 0.69446021] [ 0.66812127 0.44484539 0.37176724 0.4720794 0.4712234 ] [ 0.77068273 0.25247094 0.62668783 0.18628751 0.43775019] [ 0.10726661 0.44160844 0.44943371 0.85251466 0.60776207] [ 0.77068273 0.25247094 0.62668783 0.18628751 0.43775019] [ 0.44762978 0.42603577 0.54389544 0.64270631 0.48028954] [ 0.72771411 0.44591821 0.59632045 0.32177873 0.53227268] [ 0.49699406 0.41110869 0.5381592 0.50374583 0.59438219] [ 0.83799562 0.38423964 0.52809339 0.31573861 0.37100505] [ 0.50318336 0.49365995 0.39535683 0.49192898 0.43285022] [ 0.5482621 0.40184854 0.56720802 0.50758222 0.47302818] [ 0.73200882 0.40045627 0.64131009 0.27867313 0.51697617] [ 0.17669289 0.45303844 0.47361143 0.89909369 0.63032034] [ 0.72507465 0.50303944 0.500098 0.25852391 0.42597696] [ 0.76682869 0.46010051 0.62270466 0.35860542 0.33522822] [ 0.38040092 0.51370023 0.51350664 0.53822935 0.42441059] Progress: 19.7% ... Training loss: 0.651 ... Validation loss: 1.138[ 0.70923465 0.23420104 0.61009154 0.37966548 0.47066128] [ 0.73434001 0.56111442 0.50271324 0.36786537 0.42104906] [ 0.74447013 0.4135122 0.47844502 0.26939609 0.46499658] [ 0.48637394 0.5624058 0.52453175 0.468474 0.51201719] [ 0.39986989 0.53488157 0.50870861 0.72251543 0.60968794] [ 0.19122898 0.48166964 0.48056891 0.84819066 0.52870138] [ 0.63846997 0.37237608 0.44450786 0.59971607 0.46347539] [ 0.47240353 0.42608074 0.37511446 0.5487446 0.32827232] [ 0.58925328 0.40374023 0.36633031 0.40761901 0.28749051] [ 0.58531615 0.55985321 0.56916709 0.58603109 0.4872469 ] [ 0.45845459 0.38963089 0.44397514 0.73428771 0.56231278] [ 0.43421014 0.57702757 0.66288925 0.42228522 0.58236849] [ 0.81160921 0.47445752 0.54798659 0.32878496 0.41384036] [ 0.81844676 0.3658909 0.5530277 0.41938816 0.41165973] [ 0.7630106 0.49157986 0.41115444 0.37454862 0.45883475] [ 0.63273967 0.48988837 0.51439654 0.39442619 0.30400527] [ 0.63973007 0.59689416 0.54086411 0.47934096 0.42720094] [ 0.51403168 0.58390117 0.43399373 0.68467489 0.3673991 ] [ 0.48008828 0.44384974 0.56418841 0.63469445 0.33002896] [ 0.67601028 0.57806515 0.5502529 0.51633628 0.43941062] [ 0.62552249 0.47448759 0.40935337 0.5307527 0.4138871 ] [ 0.562096 0.5770724 0.53395031 0.5283053 0.49110235] [ 0.41201358 0.57938491 0.43945517 0.58345743 0.41057941] [ 0.79482879 0.41376942 0.48852095 0.48632131 0.37252127] [ 0.47084452 0.39965922 0.55149537 0.64330578 0.4279357 ] [ 0.20846655 0.55651271 0.42701041 0.87583604 0.50469142] [ 0.63352545 0.60960248 0.3722313 0.54880945 0.37983847] [ 0.4102641 0.50757446 0.4551681 0.61361015 0.39118153] [ 0.29638544 0.55261434 0.44675979 0.77366594 0.47149398] [ 0.46783655 0.46890055 0.33947966 0.55074448 0.42537983] [ 0.81897241 0.29263589 0.59895972 0.14329029 0.34525092] [ 0.63467793 0.48761862 0.51378999 0.36497939 0.56739256] [ 0.51071114 0.58621708 0.5441686 0.5858057 0.36543974] [ 0.59051326 0.4246324 0.58471257 0.67616547 0.34143111] [ 0.40247416 0.47492113 0.49192188 0.57537153 0.58662793] [ 0.72556056 0.42811669 0.41963081 0.40595389 0.35437354] [ 0.60451514 0.51363881 0.63269321 0.5583644 0.42873414] [ 0.2062641 0.56838035 0.43643185 0.68423485 0.52342924] [ 0.29722212 0.50894927 0.33209645 0.80738375 0.57293392] [ 0.43146308 0.41882521 0.38572096 0.71516323 0.47093073] [ 0.12579413 0.57517568 0.45908242 0.85446298 0.5552798 ] [ 0.59109153 0.60316957 0.49443967 0.57675581 0.34647302] [ 0.86477605 0.34691097 0.53630898 0.09202989 0.393574 ] [ 0.44803304 0.4949645 0.55406989 0.74098643 0.35865741] [ 0.82833409 0.44682941 0.52175352 0.20987484 0.37907738] [ 0.15922312 0.65651354 0.43758409 0.85962334 0.58607227] [ 0.81720271 0.45830421 0.55957491 0.35246131 0.45122956] [ 0.24272754 0.56237387 0.50997414 0.81729467 0.36567939] [ 0.42983005 0.38546623 0.70853336 0.6291357 0.53904566] [ 0.21660744 0.59496205 0.40301227 0.57713001 0.52172139] [ 0.63047354 0.4567261 0.40112865 0.49164387 0.33852481] [ 0.44733175 0.51070853 0.44197319 0.60505041 0.54886725] [ 0.68430173 0.47540108 0.50412465 0.3711557 0.424973 ] [ 0.38649538 0.65468801 0.46412815 0.78782297 0.47677279] [ 0.37855657 0.6661283 0.22184552 0.78409023 0.29656685] [ 0.20749126 0.58511252 0.35832106 0.78316984 0.56253663] [ 0.39095041 0.55892095 0.44448735 0.63341598 0.37231014] [ 0.53637874 0.50802605 0.49939709 0.58535847 0.40752953] [ 0.7856316 0.56481704 0.46977631 0.38225423 0.45548044] [ 0.52968988 0.42546511 0.53724827 0.71521321 0.46991663] [ 0.82768045 0.41727366 0.59117081 0.27242747 0.38292242] [ 0.23236785 0.63378622 0.32319469 0.79496059 0.53937462] [ 0.29017861 0.46523878 0.53198085 0.65917008 0.38281042] [ 0.77399019 0.28687878 0.55856718 0.27649771 0.47207317] [ 0.81501595 0.49588635 0.58724597 0.2941542 0.50252015] [ 0.13537212 0.5152886 0.57155201 0.8734698 0.61379984] [ 0.4396872 0.48016797 0.46986609 0.54066327 0.63221014] [ 0.15756212 0.5308387 0.53431387 0.83125573 0.38748497] [ 0.40179865 0.66877093 0.35207859 0.81617073 0.5819817 ] [ 0.61921675 0.57716638 0.4127772 0.56073629 0.37321051] [ 0.24158446 0.74244185 0.28065642 0.84428161 0.55298443] [ 0.4523524 0.4395761 0.50132425 0.37575844 0.6112877 ] [ 0.16034067 0.6872881 0.33836858 0.83780144 0.45290326] [ 0.60042187 0.5702773 0.53143577 0.63244584 0.32719398] [ 0.43049306 0.60633431 0.4021627 0.49110623 0.58524415] [ 0.71279588 0.41634139 0.46591892 0.27541223 0.28712564] [ 0.46084404 0.57053141 0.3961499 0.51852676 0.48868823] [ 0.41636455 0.57048332 0.44477132 0.7133738 0.50806865] [ 0.33008818 0.56361766 0.58401879 0.67106642 0.56508141] [ 0.40833204 0.47058982 0.45231886 0.65749543 0.3041888 ] [ 0.67733142 0.37530033 0.51709185 0.41399753 0.43701067] [ 0.47639105 0.5328564 0.40556537 0.73770413 0.58107645] [ 0.26414481 0.4699211 0.51638816 0.79220714 0.53422633] [ 0.75505685 0.4082443 0.43057444 0.30357041 0.30000253] [ 0.17818101 0.42364229 0.48888956 0.72097618 0.64563761] [ 0.32563989 0.56603833 0.34595217 0.73282044 0.38254257] [ 0.76973839 0.37549615 0.6219691 0.24401625 0.39044338] [ 0.23428157 0.71172241 0.24381103 0.75924776 0.469353 ] [ 0.71150529 0.51696689 0.59163274 0.53843009 0.37404996] [ 0.28868042 0.6445095 0.35810186 0.69159951 0.49713167] [ 0.69682016 0.45252608 0.49152431 0.47847855 0.42653876] [ 0.17930042 0.60363751 0.45782972 0.84777051 0.45110759] [ 0.42406855 0.43203409 0.40933832 0.62140004 0.38008755] [ 0.44428757 0.44188578 0.58779644 0.61353439 0.33740266] [ 0.73178526 0.45302124 0.52743258 0.43443487 0.38858897] [ 0.49155758 0.58741448 0.35848976 0.75236601 0.39308522] [ 0.66582752 0.41285642 0.66188231 0.44930091 0.41599487] [ 0.54867392 0.41160003 0.65198824 0.41623806 0.48875397] [ 0.31365028 0.58138506 0.52324798 0.75687603 0.45871982] [ 0.61049839 0.32494535 0.50390826 0.38370425 0.39013156] [ 0.59504679 0.45292198 0.44322994 0.48649551 0.41587682] [ 0.23672833 0.54923844 0.6159414 0.82619993 0.40914309] [ 0.23050108 0.5157786 0.47348167 0.82301718 0.50412519] [ 0.62608813 0.33432516 0.54976919 0.48108817 0.30971613] [ 0.70434063 0.41494285 0.53942443 0.20030719 0.30689729] [ 0.38761378 0.49092643 0.40671869 0.52350964 0.40799415] [ 0.73526598 0.56318546 0.45491648 0.36811671 0.41037281] [ 0.64735825 0.50888877 0.45051763 0.40650705 0.4802674 ] [ 0.37842366 0.61424516 0.54283188 0.71302788 0.54427662] [ 0.78059092 0.40558438 0.53343658 0.15255839 0.45107867] [ 0.40050481 0.69826117 0.43403909 0.76413691 0.50511887] [ 0.51006384 0.51098423 0.46153314 0.51582236 0.44042313] [ 0.61502073 0.56000856 0.52597711 0.5181731 0.50573307] [ 0.57488263 0.4334062 0.57028299 0.66867866 0.36988425] [ 0.45996039 0.4997744 0.56790018 0.64538525 0.48744003] [ 0.23818223 0.63938369 0.43577372 0.69541572 0.42227378] [ 0.8241476 0.44292722 0.40261603 0.22073523 0.2396938 ] [ 0.49732705 0.43909642 0.54668358 0.66576614 0.3263437 ] [ 0.25575086 0.6893115 0.30427562 0.7531281 0.42666848] [ 0.7852135 0.36491403 0.62226089 0.20042524 0.53241819] [ 0.35304915 0.52969638 0.55721815 0.66968411 0.42915773] [ 0.40861767 0.38420634 0.44675386 0.58438933 0.56850263] [ 0.57288928 0.41135828 0.57887401 0.34876285 0.53737247] [ 0.6169333 0.57189367 0.56309921 0.35716004 0.55828478] [ 0.61289765 0.4787542 0.4465668 0.37370784 0.51981509] [ 0.17422852 0.58640168 0.43021878 0.85263832 0.45121505] [ 0.28951879 0.55785401 0.46236219 0.79393845 0.56225147] [ 0.54180908 0.54308766 0.52574735 0.45503198 0.48037957] Progress: 19.8% ... Training loss: 0.651 ... Validation loss: 1.134[ 0.36695676 0.67589545 0.37178873 0.57467566 0.55060323] [ 0.4614276 0.52047888 0.47386978 0.62108236 0.38743397] [ 0.71505456 0.45037791 0.60223302 0.41268056 0.49484503] [ 0.80491905 0.48321518 0.57002608 0.12907296 0.49121123] [ 0.59802142 0.53309822 0.40744233 0.76819497 0.41680551] [ 0.27540811 0.45712731 0.41170508 0.74717161 0.59013735] [ 0.7519991 0.4139126 0.58028394 0.32399584 0.46412898] [ 0.34957971 0.6018721 0.38273326 0.6770385 0.4356113 ] [ 0.86552932 0.42564991 0.50511264 0.2736015 0.37083454] [ 0.5875885 0.45012328 0.50828233 0.51702298 0.48970455] [ 0.65347858 0.34321869 0.5501264 0.35552777 0.45893741] [ 0.32370621 0.52867274 0.45498376 0.79216131 0.36846136] [ 0.69604405 0.52537511 0.5239192 0.43177915 0.45240339] [ 0.83765103 0.35431014 0.57246239 0.3030456 0.34445474] [ 0.45049849 0.51700212 0.53079083 0.74105847 0.2899684 ] [ 0.65321195 0.3871349 0.58055817 0.37949221 0.37248452] [ 0.49275578 0.4627308 0.56324907 0.47553324 0.5356893 ] [ 0.66008129 0.45869183 0.55817832 0.40485132 0.46191305] [ 0.16513168 0.51496124 0.44534804 0.88676626 0.50318494] [ 0.69364383 0.45289699 0.45003061 0.43617509 0.55100438] [ 0.41449171 0.31421973 0.52866697 0.60733802 0.55224187] [ 0.62997967 0.49830877 0.41194527 0.42737389 0.34370525] [ 0.50902507 0.5961335 0.34866189 0.58694564 0.43542495] [ 0.65075426 0.41859762 0.5351135 0.71051234 0.39161812] [ 0.83234845 0.40187124 0.56873238 0.1598772 0.3565606 ] [ 0.3736131 0.45072429 0.61305103 0.73333073 0.44250163] [ 0.69199447 0.55011399 0.40355601 0.46578672 0.437529 ] [ 0.39333736 0.53970607 0.40972967 0.70365766 0.42833968] [ 0.56758844 0.39727718 0.47048621 0.68305502 0.32160874] [ 0.28882294 0.50519503 0.50742028 0.69328624 0.51267042] [ 0.32670338 0.51863788 0.4339071 0.78661746 0.46728596] [ 0.18193919 0.68587083 0.30111821 0.80826339 0.54429263] [ 0.47858677 0.4034997 0.50329831 0.61478073 0.47175432] [ 0.49878931 0.48720646 0.51511732 0.48803667 0.33687703] [ 0.40010863 0.69847189 0.43394242 0.76424249 0.50523333] [ 0.7193335 0.50679065 0.52476288 0.43219928 0.48163399] [ 0.34077427 0.60528869 0.56914113 0.80298571 0.54386644] [ 0.27742979 0.55334947 0.33584961 0.71331899 0.48882225] [ 0.66354815 0.56888253 0.44687263 0.6570399 0.35913076] [ 0.57049434 0.42520819 0.57665469 0.62946084 0.33308459] [ 0.69667267 0.51312972 0.57059161 0.53518933 0.4139266 ] [ 0.53401524 0.60043695 0.39738731 0.49355339 0.35352272] [ 0.77809685 0.28481106 0.52662427 0.21919119 0.37792617] [ 0.60568709 0.39949964 0.59669638 0.27281545 0.43197117] [ 0.28674477 0.48205516 0.47563485 0.86825594 0.44034442] [ 0.46862602 0.44996536 0.48126336 0.80185114 0.46696066] [ 0.71440639 0.49202588 0.44877848 0.5236146 0.39448362] [ 0.68872802 0.56143235 0.44312112 0.26623921 0.34035792] [ 0.27027186 0.55061029 0.49941522 0.69413982 0.62143431] [ 0.62696541 0.41395046 0.54678617 0.36530138 0.29204309] [ 0.15654337 0.62879054 0.46536771 0.90358533 0.34439486] [ 0.21949412 0.51094621 0.40531262 0.8137217 0.59429461] [ 0.21788168 0.46473994 0.41601341 0.86527631 0.42277158] [ 0.17698381 0.53128379 0.41747867 0.87792893 0.51505303] [ 0.28732845 0.41209948 0.48555501 0.80287478 0.45727208] [ 0.73502083 0.46047441 0.5476828 0.24173844 0.4187732 ] [ 0.4285357 0.40998757 0.53277891 0.68030809 0.40503531] [ 0.38798612 0.38377419 0.46289202 0.72693957 0.42005619] [ 0.47235248 0.42618219 0.37507563 0.5488278 0.32831761] [ 0.60040224 0.41108586 0.40405731 0.60511725 0.40125366] [ 0.80726771 0.41427171 0.52170112 0.31922882 0.3537595 ] [ 0.39183815 0.47459425 0.53373585 0.62092591 0.51006398] [ 0.22740332 0.42235842 0.44566364 0.77604474 0.5079358 ] [ 0.79246834 0.38972075 0.5365873 0.35549929 0.45203009] [ 0.27461712 0.52233266 0.49444787 0.8613842 0.50550273] [ 0.72518239 0.52026906 0.43988992 0.36783246 0.32967371] [ 0.55886147 0.51869499 0.46600818 0.55070927 0.53361846] [ 0.62308465 0.42886877 0.56815171 0.46831058 0.52913882] [ 0.52665745 0.4820337 0.54533394 0.42142583 0.52266998] [ 0.78687827 0.40719367 0.519103 0.25757747 0.44153386] [ 0.5235744 0.66345903 0.5039837 0.51208225 0.63091345] [ 0.38213183 0.50073778 0.52852943 0.75416148 0.44917813] [ 0.66871171 0.45038438 0.54093504 0.6105191 0.37809924] [ 0.15359588 0.63707939 0.53852725 0.87846372 0.47959782] [ 0.74502139 0.53571454 0.55915796 0.39340751 0.41841398] [ 0.27019548 0.60133387 0.47266655 0.82262918 0.48615 ] [ 0.74031251 0.28837673 0.54677124 0.26785896 0.45822886] [ 0.22110115 0.52181708 0.47602613 0.82287531 0.48838068] [ 0.53392655 0.52278976 0.46243127 0.54373309 0.5715268 ] [ 0.26961566 0.60923187 0.50920344 0.82904128 0.44198254] [ 0.53276121 0.37667837 0.65025688 0.54080483 0.41713192] [ 0.32101186 0.43744837 0.47505656 0.57318223 0.61722003] [ 0.32336756 0.63700062 0.40554397 0.87887621 0.43521848] [ 0.33391389 0.45611204 0.47431866 0.5658703 0.54797909] [ 0.66233255 0.48336942 0.51835768 0.40641068 0.40119858] [ 0.44642971 0.60036406 0.59997352 0.65565178 0.50639135] [ 0.4939715 0.60111658 0.52971928 0.71564282 0.33148401] [ 0.69875135 0.56368014 0.57208398 0.50299053 0.40514994] [ 0.31350882 0.58293842 0.46887625 0.72443165 0.53953294] [ 0.19902202 0.49178743 0.52363847 0.82678545 0.54681927] [ 0.52575737 0.56614644 0.48300154 0.70417333 0.52200965] [ 0.32467601 0.57157552 0.50976823 0.86008981 0.47010261] [ 0.30075025 0.57278744 0.51660482 0.81568106 0.46813178] [ 0.56030385 0.40530209 0.55236324 0.45963997 0.41066988] [ 0.85573102 0.34903934 0.56607934 0.15758806 0.39531886] [ 0.27417175 0.52165207 0.35520834 0.80545523 0.49211246] [ 0.49271241 0.44958814 0.54930077 0.50162377 0.53978652] [ 0.44442659 0.46191298 0.46441586 0.7767447 0.34720744] [ 0.74450123 0.53604072 0.60076357 0.39362897 0.43278729] [ 0.22080729 0.62967095 0.41496096 0.58335253 0.56279727] [ 0.52096814 0.40535724 0.52141919 0.38033733 0.56380122] [ 0.43480527 0.49241668 0.5410851 0.68369077 0.5980312 ] [ 0.3699468 0.53680585 0.50245548 0.68237644 0.48153529] [ 0.33865108 0.39091746 0.52767304 0.66372988 0.44705851] [ 0.24053938 0.51144923 0.60499158 0.76327771 0.58190309] [ 0.71027954 0.50233651 0.56382559 0.37549034 0.55935457] [ 0.82340522 0.51694567 0.5417644 0.27731244 0.37205202] [ 0.62843435 0.68471402 0.30479913 0.64563387 0.37237016] [ 0.67133227 0.45118618 0.431799 0.59166915 0.52813038] [ 0.36158492 0.60896245 0.46440652 0.61470696 0.47419819] [ 0.36818578 0.52838388 0.45653305 0.54902048 0.51826571] [ 0.67084371 0.38304924 0.59576629 0.3288402 0.44601579] [ 0.37737136 0.63735743 0.38811449 0.56854983 0.45274228] [ 0.80136169 0.33491805 0.50136485 0.17199801 0.40907073] [ 0.25397254 0.49050874 0.55493282 0.77058129 0.46668687] [ 0.53583101 0.55729864 0.47273248 0.62164481 0.34390726] [ 0.62524895 0.47469466 0.40927914 0.53094492 0.41397305] [ 0.20748122 0.5500668 0.40659595 0.85741993 0.42982033] [ 0.4881367 0.50999771 0.40244335 0.69261668 0.39313145] [ 0.93340475 0.27838245 0.66150302 0.08854331 0.36857537] [ 0.29719408 0.71515738 0.35530951 0.86895739 0.54906349] [ 0.74219998 0.31083517 0.54195472 0.28112965 0.44341907] [ 0.5860905 0.46313062 0.5143085 0.46941224 0.44377942] [ 0.46727802 0.68686368 0.3478944 0.79322237 0.28936751] [ 0.77807828 0.47546949 0.48211577 0.3863439 0.29537169] [ 0.5375506 0.47610672 0.68322116 0.69016773 0.45021434] [ 0.85465376 0.37609835 0.58095493 0.30804675 0.34190299] [ 0.17509704 0.68044759 0.29379502 0.87233989 0.5990939 ] Progress: 19.8% ... Training loss: 0.650 ... Validation loss: 1.129[ 0.66776868 0.35952392 0.5121118 0.3076699 0.46865094] [ 0.33178923 0.49212285 0.59445113 0.61003765 0.4721713 ] [ 0.14316812 0.49736809 0.59015048 0.63980077 0.52954315] [ 0.11570696 0.5195853 0.47107753 0.87711654 0.52844613] [ 0.57588008 0.5686912 0.56845814 0.54284492 0.37716962] [ 0.09342064 0.47453196 0.41802441 0.92790243 0.6278627 ] [ 0.61626247 0.53140192 0.40480661 0.53105888 0.50452294] [ 0.70331441 0.42304308 0.47762879 0.33172407 0.45911531] [ 0.26139623 0.59545936 0.52958548 0.76191453 0.65594427] [ 0.13418186 0.70224314 0.44012804 0.79060126 0.50451673] [ 0.62297104 0.40798919 0.6155208 0.48391433 0.41015577] [ 0.59929525 0.38947407 0.48316496 0.61324245 0.48522701] [ 0.27267174 0.61455094 0.49596181 0.8523615 0.59320143] [ 0.38340654 0.6633376 0.53183824 0.67845583 0.61862941] [ 0.75758855 0.35421809 0.57785648 0.37078486 0.42541234] [ 0.66095387 0.56623698 0.56554684 0.28606054 0.56547718] [ 0.51464797 0.44172197 0.57927401 0.67631011 0.4739082 ] [ 0.49815379 0.59377679 0.52903589 0.59063707 0.43464595] [ 0.60430443 0.494664 0.35385959 0.38871137 0.33656849] [ 0.39427365 0.57886282 0.34393162 0.61414614 0.52979626] [ 0.42747605 0.40748883 0.67877942 0.62605675 0.4839355 ] [ 0.81205602 0.40550238 0.42297291 0.3057953 0.34321813] [ 0.51859141 0.44318647 0.51485431 0.70818737 0.33703423] [ 0.60826614 0.34734747 0.49283076 0.51502295 0.51394241] [ 0.12384636 0.5811116 0.34833387 0.88249322 0.44340166] [ 0.58163607 0.54363819 0.47821879 0.58863306 0.43292296] [ 0.23727308 0.64379811 0.35153173 0.88668264 0.50478407] [ 0.77823175 0.49285919 0.46413208 0.27654472 0.34050883] [ 0.4864107 0.50258686 0.56733698 0.38165297 0.57520651] [ 0.74942566 0.26482072 0.63315763 0.25220301 0.35112389] [ 0.53855697 0.46033889 0.4779983 0.46753409 0.49245999] [ 0.52586081 0.48237294 0.5451968 0.42188064 0.52281129] [ 0.45248189 0.51136546 0.55731567 0.43465695 0.61036104] [ 0.24363686 0.56280542 0.5011329 0.86161683 0.49066509] [ 0.75388583 0.55399374 0.45707028 0.36662457 0.46352402] [ 0.81183439 0.42173338 0.47843263 0.45999789 0.29898794] [ 0.49305115 0.46953169 0.47441068 0.44267339 0.46848131] [ 0.41635167 0.5250545 0.33962237 0.72241312 0.48535427] [ 0.19695346 0.63755875 0.44676615 0.75930366 0.52776332] [ 0.66926651 0.32327171 0.5705716 0.2732247 0.57956655] [ 0.23232057 0.58855633 0.38875956 0.76795721 0.54458198] [ 0.57609742 0.43314208 0.5703822 0.66811115 0.36981074] [ 0.68450105 0.51290459 0.41767249 0.58523279 0.36847974] [ 0.59407902 0.47203655 0.54156294 0.50975505 0.53912571] [ 0.82307041 0.4422146 0.39970497 0.35175705 0.33598031] [ 0.66674473 0.41029887 0.61653603 0.43110853 0.45731839] [ 0.28641834 0.51665685 0.44911572 0.54574304 0.51171966] [ 0.76734997 0.40060586 0.4288015 0.45378592 0.44766812] [ 0.53776518 0.43156402 0.5089532 0.49539548 0.44423176] [ 0.4797376 0.45594513 0.56401572 0.46870653 0.49139209] [ 0.67033222 0.6004128 0.2602841 0.46182657 0.32925359] [ 0.74255694 0.41859369 0.59154421 0.29254849 0.43609357] [ 0.74312742 0.36922319 0.56157969 0.18652326 0.46690951] [ 0.30704213 0.6198644 0.42871309 0.81780919 0.55004951] [ 0.71550227 0.34170602 0.51667534 0.3165838 0.40683904] [ 0.30031758 0.57343238 0.5026828 0.816617 0.47945238] [ 0.82582476 0.45237485 0.42719763 0.21089949 0.34845628] [ 0.22910646 0.48996014 0.53902131 0.73495418 0.43400184] [ 0.62049523 0.4711838 0.6295071 0.62078673 0.42311528] [ 0.60507633 0.4149003 0.60318928 0.61148379 0.3756042 ] [ 0.6300009 0.55095932 0.57885174 0.45768892 0.51877327] [ 0.34376161 0.65379703 0.33273026 0.69639335 0.48632816] [ 0.43580304 0.50079027 0.59055639 0.30355065 0.70652618] [ 0.76308108 0.42030874 0.39293216 0.29092561 0.3333595 ] [ 0.21245234 0.61699433 0.50976193 0.66517969 0.61093916] [ 0.67247139 0.40761648 0.43949643 0.55094516 0.40956073] [ 0.15534611 0.56514713 0.45350537 0.84031406 0.45349217] [ 0.2933369 0.65724998 0.28375319 0.79760998 0.516114 ] [ 0.3492983 0.54494491 0.43028732 0.53923397 0.40846462] [ 0.50275036 0.61431238 0.35351215 0.57584138 0.40281276] [ 0.86142732 0.37619837 0.51306128 0.23606623 0.42164431] [ 0.84028946 0.43416608 0.46788506 0.23058196 0.40619929] [ 0.74014745 0.33395418 0.49001157 0.35257175 0.424898 ] [ 0.61693462 0.47038299 0.61568088 0.36412904 0.35575095] [ 0.24009513 0.54658631 0.49430156 0.7844059 0.41998821] [ 0.73162829 0.4160344 0.52906878 0.31654666 0.35687772] [ 0.63103341 0.44438139 0.49534754 0.51992525 0.40161833] [ 0.63811145 0.51366584 0.33133042 0.4638012 0.28479815] [ 0.41605331 0.41085989 0.63491622 0.72420014 0.49008941] [ 0.59551492 0.35990897 0.63823626 0.40608291 0.35149696] [ 0.75672997 0.42436226 0.54112252 0.31206486 0.39919096] [ 0.44588077 0.4717376 0.43464777 0.76275388 0.52559098] [ 0.670015 0.46247776 0.50919418 0.63967362 0.34900246] [ 0.10875103 0.60081567 0.45722895 0.87662913 0.60504185] [ 0.53978261 0.46823558 0.48044722 0.60191696 0.36831292] [ 0.7824225 0.37520933 0.47983739 0.25453469 0.47920485] [ 0.40430119 0.53801981 0.49089699 0.61423314 0.39466103] [ 0.46834346 0.54203967 0.44190622 0.43082903 0.4024164 ] [ 0.70092939 0.47744746 0.405001 0.37087682 0.35907199] [ 0.48478608 0.55285343 0.51569744 0.28093215 0.44133835] [ 0.53464732 0.52458805 0.53314751 0.63079717 0.38338948] [ 0.50393817 0.48689695 0.58728293 0.63823184 0.37014041] [ 0.50899499 0.53236738 0.64088396 0.59970924 0.43097143] [ 0.41807545 0.46804545 0.38735746 0.63994368 0.42565361] [ 0.59707428 0.42187493 0.58212653 0.2613774 0.62107085] [ 0.46034124 0.59934747 0.42014781 0.61342402 0.50767291] [ 0.12114006 0.63505483 0.43882379 0.92493563 0.65134581] [ 0.78401036 0.47211225 0.55507758 0.38943764 0.39351252] [ 0.44931453 0.49478606 0.55413837 0.74055887 0.35862093] [ 0.62174803 0.59626896 0.41242908 0.49050355 0.37740515] [ 0.30443392 0.59708597 0.54318577 0.53493009 0.52962858] [ 0.73344557 0.34628107 0.5287493 0.36620598 0.47299796] [ 0.41760495 0.44665119 0.44213089 0.72180828 0.35418598] [ 0.73559182 0.56870165 0.37617701 0.35494354 0.40373738] [ 0.87719913 0.4418301 0.58536457 0.19777757 0.38037659] [ 0.70434993 0.4450114 0.49922237 0.38408526 0.40306686] [ 0.48616728 0.52628715 0.59963347 0.78196362 0.43221171] [ 0.55629563 0.56151776 0.66084933 0.37350572 0.56543322] [ 0.90506362 0.28045583 0.55434073 0.17590134 0.29686702] [ 0.63541005 0.50356191 0.36684978 0.60319666 0.4679747 ] [ 0.12857429 0.59641028 0.50441728 0.82694398 0.62882999] [ 0.74225445 0.47291144 0.52871836 0.2449827 0.46260307] [ 0.85923273 0.39321979 0.57783114 0.27153267 0.45267905] [ 0.80539345 0.41436856 0.6229989 0.14536404 0.45129673] [ 0.6598215 0.39782506 0.46231629 0.26501039 0.36351474] [ 0.08860137 0.60140535 0.51087319 0.91956922 0.50404234] [ 0.54099389 0.4119718 0.60205023 0.47731668 0.47360506] [ 0.48349549 0.35834199 0.45492587 0.53249208 0.44444961] [ 0.4749742 0.51148192 0.40205085 0.79219381 0.31630912] [ 0.57961252 0.45832302 0.4466088 0.41739456 0.28729294] [ 0.29524425 0.48449151 0.36171472 0.57798363 0.52383623] [ 0.54213057 0.49313855 0.54458689 0.55462965 0.52943714] [ 0.2313703 0.55562709 0.38394285 0.65399269 0.52916366] [ 0.66985203 0.58445387 0.41949005 0.3465469 0.47259768] [ 0.41998787 0.47189935 0.47387485 0.71508699 0.6303993 ] [ 0.53442459 0.40040646 0.63854996 0.7422694 0.3924741 ] [ 0.4053877 0.49133692 0.51753847 0.7785305 0.4475287 ] [ 0.5131779 0.49237641 0.45519807 0.4533105 0.41549502] Progress: 19.9% ... Training loss: 0.650 ... Validation loss: 1.126[ 0.48435081 0.4689473 0.46818695 0.47361297 0.48224273] [ 0.29925751 0.51069602 0.62789514 0.81605755 0.58777325] [ 0.6254203 0.2944494 0.51163233 0.69847668 0.37591106] [ 0.7339964 0.41823038 0.58675064 0.31735204 0.51020181] [ 0.2970415 0.52770034 0.43367167 0.74115623 0.46641564] [ 0.58034001 0.54485218 0.45102571 0.51262951 0.47132393] [ 0.63704972 0.50319874 0.44650128 0.48562044 0.33703704] [ 0.12428022 0.45405506 0.42680761 0.88732069 0.51965013] [ 0.53662117 0.58487474 0.51598745 0.49437889 0.46104786] [ 0.77683438 0.53415959 0.55324967 0.31483352 0.40436662] [ 0.44127005 0.55568699 0.46150361 0.76179396 0.43320911] [ 0.15030691 0.56811638 0.46001803 0.85604828 0.46862767] [ 0.27662962 0.57544939 0.36854726 0.70913218 0.38815373] [ 0.14598063 0.64110763 0.37287268 0.81319505 0.51950992] [ 0.4199367 0.69300342 0.48855139 0.63357134 0.5527532 ] [ 0.26644229 0.56646247 0.34221391 0.80751898 0.4824165 ] [ 0.73425654 0.36083405 0.53680047 0.31630638 0.47133156] [ 0.61739792 0.5150154 0.64201453 0.50691947 0.38160659] [ 0.44248106 0.50717325 0.47545225 0.44491137 0.44686314] [ 0.19245223 0.6706726 0.44348666 0.77095577 0.39240406] [ 0.60429622 0.54985276 0.37888081 0.76355797 0.40200982] [ 0.47073328 0.44532485 0.46409237 0.55286391 0.3778565 ] [ 0.42562098 0.53451466 0.40886011 0.3122703 0.51171233] [ 0.13590385 0.62916732 0.48286388 0.90999871 0.56107753] [ 0.44792398 0.52408458 0.51142794 0.51217897 0.41792938] [ 0.60578375 0.59204792 0.34142514 0.46516233 0.34240281] [ 0.70201094 0.51828039 0.41056227 0.30923502 0.34675697] [ 0.67751442 0.50572545 0.65292418 0.45966935 0.42703174] [ 0.5662834 0.44956504 0.46261513 0.66661823 0.50593645] [ 0.51455817 0.44862955 0.43838094 0.47988814 0.33217885] [ 0.49640652 0.36063339 0.49335035 0.56078918 0.50368769] [ 0.37934242 0.54438394 0.5946424 0.48894356 0.41493605] [ 0.49073684 0.58303374 0.51875569 0.5151104 0.32579872] [ 0.37742196 0.44226572 0.55089351 0.5303979 0.49197224] [ 0.74468928 0.37199658 0.46392833 0.21456119 0.38004247] [ 0.6061861 0.51105882 0.46351374 0.52320266 0.36085544] [ 0.53895749 0.49971912 0.4454515 0.38247289 0.53276991] [ 0.70659028 0.45406923 0.5150759 0.449165 0.39009323] [ 0.18706529 0.441807 0.3493491 0.83538666 0.45143876] [ 0.29266434 0.53680325 0.41446832 0.76273057 0.39257492] [ 0.53765915 0.53005631 0.61950093 0.49409014 0.49390953] [ 0.5321037 0.5784922 0.67104479 0.5511292 0.49035262] [ 0.49557359 0.38113265 0.57475621 0.64612606 0.43569738] [ 0.69918449 0.46414388 0.41726261 0.42460841 0.47299072] [ 0.54845087 0.4415613 0.62928575 0.65130625 0.47404515] [ 0.28476532 0.42298671 0.53534342 0.70417756 0.579269 ] [ 0.4985624 0.4944622 0.46228856 0.74395757 0.31673502] [ 0.91161579 0.39926775 0.48471389 0.19540358 0.32344197] [ 0.49236916 0.47208325 0.50647128 0.48255471 0.4670065 ] [ 0.20009363 0.68827754 0.42034535 0.86778756 0.6355231 ] [ 0.69177265 0.46447362 0.41533203 0.46345514 0.43103802] [ 0.61064876 0.54977602 0.41235295 0.55932327 0.2881679 ] [ 0.83960543 0.40326542 0.51555774 0.30335723 0.35990389] [ 0.76384784 0.38654205 0.56627074 0.38714194 0.33927296] [ 0.3036682 0.44513999 0.48262814 0.77824724 0.40922277] [ 0.3725627 0.48155112 0.51517457 0.53853085 0.52058598] [ 0.91467426 0.27423733 0.60036618 0.11370726 0.38421159] [ 0.27003899 0.46274287 0.52201479 0.8681538 0.58920262] [ 0.56659746 0.4935042 0.50200891 0.75894073 0.41476619] [ 0.59321451 0.57613274 0.44515439 0.62573821 0.34872354] [ 0.23927105 0.64784214 0.46436228 0.89138194 0.51294162] [ 0.67569824 0.43015135 0.45741571 0.37595897 0.36004614] [ 0.29973175 0.62055564 0.47219342 0.71517432 0.50500774] [ 0.40335097 0.55816498 0.35253227 0.62556701 0.32001832] [ 0.37935553 0.61477129 0.42799932 0.59488484 0.68611997] [ 0.21468553 0.70724567 0.25548669 0.87428645 0.51395061] [ 0.38453835 0.46408255 0.53148734 0.76347887 0.48177945] [ 0.08885828 0.62108667 0.37029159 0.94291653 0.52885222] [ 0.43162369 0.43610585 0.40044814 0.60512136 0.54076866] [ 0.50481024 0.53584194 0.42747543 0.45169702 0.50922188] [ 0.77986836 0.43149933 0.5935853 0.23355225 0.50327282] [ 0.48628448 0.45543836 0.48371237 0.78572885 0.42502525] [ 0.22929406 0.50265191 0.41904957 0.76188187 0.44584204] [ 0.46222012 0.460659 0.51679959 0.62583436 0.46176328] [ 0.86714153 0.43815396 0.58927661 0.21248168 0.398801 ] [ 0.70793738 0.35727038 0.45643507 0.31790722 0.409607 ] [ 0.52531467 0.48896026 0.57257289 0.53350618 0.37122872] [ 0.8174217 0.25578085 0.62267125 0.18373668 0.43392953] [ 0.20849576 0.63493362 0.49851819 0.85790048 0.63219057] [ 0.34871594 0.46315817 0.54629787 0.71122011 0.46687697] [ 0.8073163 0.35167453 0.43085939 0.22701337 0.42016891] [ 0.78391047 0.48957832 0.39194132 0.3326507 0.29858663] [ 0.29513437 0.64325426 0.40179173 0.72360351 0.37247882] [ 0.44482374 0.43701048 0.51103682 0.73879792 0.35612211] [ 0.51058326 0.48252175 0.46748001 0.35792366 0.35264291] [ 0.78387486 0.29624555 0.6478985 0.22985349 0.46143345] [ 0.4111791 0.47903845 0.50617101 0.57211025 0.39064848] [ 0.16138232 0.54807838 0.4974353 0.74847176 0.61484203] [ 0.76947729 0.39043468 0.59262338 0.37351585 0.43403271] [ 0.44686389 0.55552822 0.56101384 0.70485156 0.44156248] [ 0.8129779 0.31525723 0.53703816 0.25639969 0.45808838] [ 0.55576761 0.54422515 0.41140623 0.63711576 0.44420654] [ 0.379135 0.59210313 0.46229877 0.55761752 0.37245408] [ 0.47312827 0.64875825 0.43739841 0.57274962 0.42253902] [ 0.74752078 0.34123554 0.61352434 0.23745828 0.4487662 ] [ 0.74302538 0.36789356 0.52239593 0.36735689 0.45749721] [ 0.10893125 0.54350013 0.53718953 0.93027975 0.65794293] [ 0.13946243 0.624337 0.36227239 0.82167436 0.57236561] [ 0.57568552 0.33547075 0.53778159 0.28348397 0.39508502] [ 0.41653941 0.66608185 0.4018599 0.7957188 0.51995532] [ 0.57086535 0.52298463 0.46613138 0.50809946 0.53396105] [ 0.56536817 0.38987274 0.35682843 0.37315277 0.45943753] [ 0.88451572 0.3710574 0.64606461 0.16257624 0.34529337] [ 0.504822 0.53066091 0.38145611 0.63025377 0.51203775] [ 0.56166217 0.48462628 0.57243522 0.73102134 0.28457088] [ 0.84296264 0.48500643 0.44760338 0.39037839 0.36102407] [ 0.44786763 0.5017998 0.60441722 0.74691964 0.46396205] [ 0.5782125 0.48673909 0.54604043 0.63982209 0.40752339] [ 0.60947698 0.51973766 0.43592844 0.54908547 0.36932667] [ 0.65533303 0.33431497 0.6022492 0.24982068 0.49217755] [ 0.58383614 0.42623794 0.43488931 0.47150197 0.46052747] [ 0.21554396 0.53090741 0.48475223 0.82801608 0.6632078 ] [ 0.84787337 0.36881016 0.4949474 0.37679235 0.36622422] [ 0.56691757 0.39353376 0.6202414 0.53567411 0.49384053] [ 0.7058952 0.52045493 0.50005955 0.41242129 0.3983951 ] [ 0.26900557 0.55140552 0.49910805 0.69498626 0.62173532] [ 0.71042526 0.44261462 0.59278876 0.53740018 0.42931608] [ 0.84201881 0.48165334 0.57435319 0.26604342 0.351655 ] [ 0.39843354 0.58955728 0.52302375 0.69949234 0.48500741] [ 0.77774996 0.46635724 0.48730191 0.21271845 0.42118481] [ 0.57420248 0.37763082 0.57538895 0.28152917 0.50783899] [ 0.1075639 0.58124485 0.41424928 0.89383411 0.55497223] [ 0.50240828 0.51149015 0.44821364 0.44169224 0.55681087] [ 0.32637521 0.41273192 0.4606646 0.46933329 0.49262008] [ 0.67417757 0.43373408 0.46913663 0.40554241 0.39575907] [ 0.72845291 0.46644281 0.58688695 0.31223573 0.42491329] [ 0.19211781 0.56462119 0.4374932 0.80975792 0.41875096] [ 0.59977995 0.37646348 0.65791244 0.27080984 0.39346585] Progress: 19.9% ... Training loss: 0.650 ... Validation loss: 1.128[ 0.26454633 0.59935956 0.35396059 0.81607414 0.51312752] [ 0.72777565 0.45111165 0.36824561 0.27900343 0.36429727] [ 0.48426409 0.53363189 0.56593704 0.54116588 0.38783901] [ 0.85424766 0.4011031 0.57610989 0.20834382 0.37104906] [ 0.56054312 0.66407793 0.34513389 0.64020489 0.42016036] [ 0.21190901 0.58479517 0.43351136 0.84847418 0.36110008] [ 0.3966004 0.59770834 0.35349147 0.50937651 0.48172561] [ 0.44303018 0.58546065 0.50773775 0.53206717 0.64672077] [ 0.44424926 0.48418618 0.66143089 0.69705235 0.44829658] [ 0.54722623 0.41506129 0.6507843 0.66039545 0.36490922] [ 0.55716042 0.52399764 0.50838607 0.63942872 0.40571008] [ 0.70272495 0.37212405 0.45929928 0.39471101 0.36230702] [ 0.15718199 0.55828455 0.53933771 0.81845823 0.52275137] [ 0.45476827 0.57199142 0.40315136 0.69620226 0.46969512] [ 0.51072429 0.51826756 0.51444436 0.55367443 0.60723543] [ 0.75661107 0.41341849 0.57861699 0.37889598 0.39692664] [ 0.65451251 0.47419048 0.54570993 0.54446493 0.41236072] [ 0.72358616 0.48560891 0.53256709 0.47469149 0.38040317] [ 0.5807559 0.56454457 0.54663412 0.5217409 0.53302485] [ 0.54730576 0.49392821 0.5592796 0.42713911 0.40250216] [ 0.60888879 0.62199494 0.40876613 0.61317855 0.44065604] [ 0.81939326 0.45046035 0.48736697 0.20953268 0.26098157] [ 0.66141078 0.62049117 0.42093316 0.57126486 0.43153256] [ 0.53667492 0.53486818 0.47556643 0.4557536 0.46729611] [ 0.43443734 0.45197229 0.44915468 0.67938372 0.29181095] [ 0.40165816 0.47556347 0.49169269 0.57589982 0.58687294] [ 0.58030962 0.35676855 0.610087 0.34863994 0.52498608] [ 0.85889971 0.34348402 0.44028507 0.11124479 0.25829636] [ 0.41199792 0.49643078 0.47633371 0.61091071 0.44940511] [ 0.22303304 0.59142188 0.39369295 0.78848926 0.45752267] [ 0.75524383 0.48180042 0.45267709 0.21942486 0.37228769] [ 0.6206318 0.46032531 0.37802785 0.48848013 0.55189809] [ 0.59921131 0.37428476 0.61084678 0.53086095 0.34027508] [ 0.49516978 0.3986327 0.66955959 0.55566233 0.46164364] [ 0.60231108 0.55754393 0.36924377 0.53517758 0.39419861] [ 0.48810764 0.50850509 0.47814082 0.52812769 0.64469045] [ 0.73446922 0.2171475 0.60177201 0.24914423 0.47362331] [ 0.53909927 0.55999975 0.57821735 0.53589238 0.45871794] [ 0.0912531 0.70531055 0.38112149 0.94767724 0.59523012] [ 0.55763499 0.34304624 0.50263359 0.64226791 0.30583647] [ 0.08165953 0.59308038 0.36220478 0.85523608 0.53486316] [ 0.64721765 0.36644543 0.48718166 0.4177517 0.44106387] [ 0.21187236 0.40171036 0.47378992 0.60485429 0.59942914] [ 0.6789446 0.54817153 0.54132946 0.57321388 0.40364678] [ 0.15693923 0.62921198 0.46519868 0.90360659 0.34458471] [ 0.65972807 0.37025266 0.57391462 0.34280617 0.48408871] [ 0.30248418 0.55754535 0.3258594 0.80928405 0.44855691] [ 0.36170111 0.41932082 0.54866071 0.75447466 0.55665794] [ 0.24761933 0.63416183 0.27690556 0.66881425 0.42732563] [ 0.25504578 0.67493232 0.25532382 0.77284384 0.4716892 ] [ 0.76072952 0.38500923 0.42622927 0.25658825 0.26612548] [ 0.77092996 0.56026787 0.53879805 0.39234825 0.41892303] [ 0.34919552 0.54033504 0.4329014 0.75076186 0.58177448] [ 0.48547876 0.39720088 0.62543412 0.67559365 0.33395295] [ 0.15151452 0.6163715 0.36702509 0.84479567 0.51004779] [ 0.34582472 0.48975877 0.47173319 0.80386944 0.32356451] [ 0.58264799 0.421622 0.51183787 0.48143048 0.55479333] [ 0.49343938 0.47200465 0.52094724 0.69786694 0.36391909] [ 0.3113713 0.54684951 0.52032743 0.72931176 0.52022515] [ 0.36912856 0.3846171 0.54676216 0.46292049 0.64988324] [ 0.45348161 0.59884357 0.38694395 0.57766534 0.46413861] [ 0.51886499 0.41819942 0.50730846 0.36813018 0.60403436] [ 0.58070383 0.46521821 0.50620944 0.75480345 0.35534389] [ 0.62968504 0.45741794 0.40086157 0.49223512 0.33879306] [ 0.45376927 0.57638969 0.34138198 0.59992746 0.50768977] [ 0.51708518 0.42755062 0.49087348 0.53097879 0.49240098] [ 0.47957556 0.51775071 0.50657253 0.51134437 0.56502712] [ 0.4633166 0.4308239 0.48229478 0.59277994 0.40534374] [ 0.63232821 0.44399154 0.49549381 0.51928014 0.40147204] [ 0.08047405 0.6341587 0.36395652 0.89208042 0.5558068 ] [ 0.82542789 0.37549142 0.49143069 0.14503735 0.25117387] [ 0.28894346 0.63583513 0.51022091 0.57894137 0.380037 ] [ 0.74312572 0.36511252 0.47268937 0.38775259 0.46395878] [ 0.79150841 0.40745865 0.5351667 0.14606251 0.37870174] [ 0.70762771 0.47405161 0.61964281 0.41061048 0.38151611] [ 0.21415426 0.53227903 0.66213256 0.79837337 0.5040494 ] [ 0.39079428 0.50097354 0.56767355 0.42079132 0.53628858] [ 0.22030159 0.73698683 0.28271236 0.83612935 0.55341441] [ 0.70161286 0.44275229 0.48738783 0.36089017 0.47145837] [ 0.51798713 0.66483678 0.2955642 0.66639194 0.35452168] [ 0.54449394 0.39411726 0.52715899 0.59592325 0.30682752] [ 0.64472445 0.49013526 0.51733067 0.77593253 0.38419037] [ 0.57639012 0.39744267 0.59039712 0.55062829 0.28129961] [ 0.19041894 0.58086691 0.51738907 0.77823985 0.52676506] [ 0.60485169 0.58918417 0.36377357 0.47933853 0.35581873] [ 0.35516446 0.4476762 0.51354996 0.59996611 0.62866805] [ 0.41044373 0.61511506 0.44407266 0.67487447 0.42142163] [ 0.49537372 0.4510503 0.49185448 0.38736967 0.61577984] [ 0.62077997 0.43588893 0.61111809 0.40358041 0.45279985] [ 0.49957636 0.49417131 0.46238945 0.74362804 0.31664641] [ 0.46966636 0.57649989 0.38865921 0.62307027 0.46025031] [ 0.22868283 0.6396062 0.49706773 0.77107799 0.57034278] [ 0.74243978 0.43610179 0.49150986 0.44535087 0.43914754] [ 0.58848007 0.43624766 0.492448 0.40728609 0.40011275] [ 0.7017633 0.491918 0.55144044 0.31986529 0.4349879 ] [ 0.37932384 0.56859329 0.37773642 0.58977294 0.48530798] [ 0.45155293 0.47318137 0.51829551 0.60140009 0.28008941] [ 0.72793518 0.52138087 0.444108 0.35807558 0.28158944] [ 0.23542518 0.60740642 0.4047167 0.91126454 0.541478 ] [ 0.38974811 0.59028681 0.57706423 0.54362944 0.39090909] [ 0.66231691 0.51430937 0.53300125 0.41262067 0.43832768] [ 0.75188325 0.44405867 0.58232414 0.26955744 0.42744284] [ 0.47842458 0.54797179 0.6278052 0.48749108 0.49466491] [ 0.85831735 0.39073168 0.4879921 0.32241334 0.37081023] [ 0.52499474 0.52634925 0.53980007 0.38912551 0.47072504] [ 0.55811872 0.39969134 0.41701118 0.7571191 0.40333739] [ 0.20439942 0.6538489 0.5010689 0.91071381 0.55323864] [ 0.0734138 0.66257198 0.43931841 0.94323115 0.70196759] [ 0.72075152 0.58332187 0.37547541 0.24290351 0.37100487] [ 0.34599896 0.54040452 0.52374963 0.74140139 0.43380935] [ 0.58485585 0.44733891 0.56408197 0.72172591 0.42260769] [ 0.27601172 0.46888875 0.51899593 0.58819343 0.62710527] [ 0.5397127 0.4093904 0.5145411 0.43780777 0.40846782] [ 0.42744023 0.56911238 0.36878097 0.656266 0.60658173] [ 0.63661345 0.5588005 0.55082569 0.49395725 0.32261015] [ 0.27197346 0.4245598 0.4102337 0.75021766 0.45125261] [ 0.1601142 0.59874308 0.52449056 0.88252923 0.6468527 ] [ 0.7322357 0.41593351 0.42390772 0.29399894 0.36489598] [ 0.43269437 0.41307785 0.48848522 0.77064696 0.50980251] [ 0.36868587 0.42591297 0.61554199 0.47579883 0.548165 ] [ 0.51338256 0.59301255 0.58149465 0.52058516 0.53107319] [ 0.59680857 0.528069 0.38327052 0.52672819 0.49883233] [ 0.82797391 0.47154456 0.51867622 0.38713683 0.39685411] [ 0.24383441 0.5343564 0.36680456 0.88227096 0.52296326] [ 0.68470386 0.6015047 0.49951166 0.52040357 0.33529732] [ 0.82688465 0.41389484 0.53740048 0.33244338 0.48616438] [ 0.48721105 0.67244458 0.61869122 0.58494353 0.516439 ] [ 0.77308807 0.20479753 0.47420262 0.25814721 0.36245424] Progress: 19.9% ... Training loss: 0.649 ... Validation loss: 1.129[ 0.2673803 0.58983134 0.51849915 0.85448141 0.42491615] [ 0.21194364 0.61112114 0.33841796 0.8357875 0.42962293] [ 0.19854745 0.48333833 0.35103817 0.85889261 0.60049124] [ 0.80306968 0.37888662 0.58288401 0.17432716 0.46125081] [ 0.23567981 0.53840534 0.61347539 0.76126877 0.53249773] [ 0.89647383 0.31964829 0.54613918 0.10469511 0.38390437] [ 0.11571995 0.63110596 0.52679488 0.91034711 0.59426041] [ 0.34595695 0.61569611 0.44808607 0.65587636 0.41452097] [ 0.57332162 0.49756157 0.53280586 0.44158988 0.34192235] [ 0.64963986 0.53317354 0.47624752 0.44194075 0.40717677] [ 0.29143978 0.6791799 0.38302343 0.8057096 0.52505247] [ 0.35426328 0.64005563 0.43166176 0.74579689 0.40538124] [ 0.61874484 0.53100696 0.47799699 0.48300151 0.41008035] [ 0.57286132 0.43183329 0.54589037 0.48473276 0.45085411] [ 0.62855295 0.51033488 0.45402846 0.41267145 0.35823382] [ 0.61985416 0.49059987 0.51860282 0.41961859 0.30208793] [ 0.33695564 0.68068533 0.43097125 0.76806609 0.35482244] [ 0.48574664 0.54938819 0.43426866 0.47698892 0.52741934] [ 0.14490267 0.56095404 0.48232258 0.83277974 0.56024012] [ 0.50198003 0.60481902 0.56836292 0.64548642 0.53557754] [ 0.81792184 0.32421245 0.52913607 0.19475585 0.34459817] [ 0.79619429 0.44121383 0.50176383 0.4289986 0.44708362] [ 0.19660256 0.52893046 0.45297251 0.75247819 0.37842305] [ 0.82805924 0.4508241 0.30351251 0.47972856 0.30581539] [ 0.78968898 0.39096795 0.66245595 0.15356124 0.4893156 ] [ 0.73045482 0.45219322 0.44641475 0.41648363 0.36172341] [ 0.79332395 0.42560027 0.58944453 0.16206061 0.39830369] [ 0.8523814 0.31510609 0.62542488 0.15770776 0.37598401] [ 0.27275892 0.51098706 0.57166625 0.69259946 0.50519178] [ 0.72414386 0.42957316 0.43545318 0.45237242 0.35302442] [ 0.3395633 0.64322826 0.39834098 0.67249447 0.52663908] [ 0.81488458 0.38239058 0.50848637 0.11982994 0.33179227] [ 0.36724183 0.64087958 0.39655379 0.71246925 0.35655916] [ 0.59776703 0.58108356 0.44287536 0.53813861 0.39841017] [ 0.79947371 0.34541385 0.69906944 0.22713773 0.35458647] [ 0.46851105 0.36581439 0.66659603 0.66916671 0.46237709] [ 0.76439573 0.36773408 0.59944332 0.19429313 0.47239272] [ 0.4847314 0.4911926 0.38668701 0.57782111 0.30215526] [ 0.6492717 0.53279232 0.46317385 0.5866867 0.44343812] [ 0.50870861 0.55432652 0.39249085 0.51872319 0.4266925 ] [ 0.75681827 0.3509781 0.60128774 0.32101242 0.49936215] [ 0.45459681 0.56342012 0.41014568 0.71551508 0.55479846] [ 0.34880777 0.59260969 0.54850428 0.51164395 0.59261305] [ 0.45436307 0.47774301 0.55546166 0.42321372 0.63195168] [ 0.64201411 0.42462482 0.46922504 0.38793608 0.31459022] [ 0.43030969 0.41973682 0.38538032 0.71563726 0.47132775] [ 0.41129344 0.3128156 0.53238085 0.56055316 0.62731481] [ 0.25213477 0.4868725 0.39430096 0.84969317 0.4808428 ] [ 0.73138609 0.49772743 0.41088492 0.48483799 0.44273032] [ 0.6069824 0.45994153 0.5688591 0.51294765 0.4220589 ] [ 0.87029522 0.43469654 0.52986621 0.31446158 0.40147788] [ 0.74539877 0.43837041 0.51266347 0.22528244 0.43823607] [ 0.25932518 0.64339645 0.525398 0.71462562 0.49291922] [ 0.35692167 0.59877598 0.53409856 0.68185877 0.58892302] [ 0.76667294 0.29655062 0.65281919 0.22754295 0.4520492 ] [ 0.26772957 0.58472531 0.44829432 0.76552286 0.4560489 ] [ 0.27594538 0.61564956 0.53735974 0.61368412 0.3717206 ] [ 0.30588661 0.60256921 0.38068124 0.63230585 0.41237021] [ 0.41007363 0.66070646 0.38026321 0.72241521 0.45930866] [ 0.73129401 0.3367439 0.54540919 0.42287652 0.50150309] [ 0.1406251 0.4813387 0.48925789 0.85614029 0.50937841] [ 0.55889437 0.51887793 0.46594391 0.55073478 0.53369187] [ 0.72527819 0.45532017 0.45332065 0.37698891 0.42024657] [ 0.31646428 0.55513929 0.3822049 0.66314484 0.42802356] [ 0.617741 0.44867768 0.53726798 0.41205596 0.45162341] [ 0.62597944 0.37128003 0.49824783 0.37310669 0.49400051] [ 0.68257359 0.40887137 0.54322002 0.3661017 0.35535572] [ 0.66868428 0.48414459 0.51897592 0.56205432 0.39667156] [ 0.34218902 0.48455605 0.44063943 0.73374504 0.44873688] [ 0.57829242 0.45668443 0.56661504 0.54573643 0.4795677 ] [ 0.20171654 0.51299262 0.55220529 0.86787833 0.61799588] [ 0.66204461 0.35271996 0.62118522 0.39619376 0.55886115] [ 0.77755378 0.38540134 0.41573473 0.28555855 0.32872017] [ 0.46125913 0.45599674 0.63103578 0.67085561 0.33940193] [ 0.42353397 0.62375064 0.42929167 0.6863158 0.50537836] [ 0.31065917 0.59081033 0.52789618 0.77407453 0.46446861] [ 0.48731962 0.55300214 0.34855737 0.58552548 0.40667488] [ 0.35385833 0.49849952 0.48047265 0.60905771 0.40376283] [ 0.22256268 0.57098791 0.30976034 0.89701667 0.39206146] [ 0.3081452 0.52854849 0.4989228 0.74667827 0.53798397] [ 0.15406593 0.6161922 0.49425568 0.85649924 0.54056557] [ 0.39418318 0.40177749 0.54664936 0.59887301 0.42728498] [ 0.74402695 0.47694987 0.53423518 0.37512384 0.41220141] [ 0.86937591 0.32574126 0.60321438 0.14197964 0.32873494] [ 0.34533536 0.62105187 0.59449059 0.65957163 0.43745405] [ 0.70287195 0.40661399 0.6514305 0.35109546 0.3623455 ] [ 0.42874793 0.47829106 0.50141277 0.49519052 0.47670699] [ 0.71713811 0.44335835 0.53722602 0.41775749 0.41826565] [ 0.82164976 0.33120069 0.5908596 0.19941785 0.41994159] [ 0.55368809 0.46160101 0.52422059 0.42236683 0.38303935] [ 0.2736446 0.49775777 0.59674062 0.83886658 0.37710035] [ 0.11822236 0.55575441 0.40725782 0.8759243 0.63997763] [ 0.8689893 0.37654023 0.56168981 0.10034412 0.40319506] [ 0.54000581 0.43775563 0.56499166 0.67775175 0.45760698] [ 0.5642507 0.58120005 0.44117786 0.48135385 0.31759184] [ 0.75819733 0.34561853 0.52004377 0.2457399 0.45497248] [ 0.30925177 0.57475673 0.41567369 0.73150009 0.57081314] [ 0.69614473 0.38681827 0.5896498 0.32887928 0.51504105] [ 0.30820787 0.65603095 0.40759985 0.59956375 0.4228209 ] [ 0.55447565 0.52529616 0.62017209 0.37810871 0.52183162] [ 0.68694092 0.42628975 0.56372795 0.46121367 0.46675768] [ 0.09172304 0.70493781 0.38128086 0.94752232 0.59509303] [ 0.53920301 0.53070727 0.50638762 0.51904222 0.60559379] [ 0.70904814 0.23427752 0.61004761 0.3800961 0.47068451] [ 0.50764228 0.48053733 0.55257722 0.46926928 0.48141063] [ 0.53094676 0.37615294 0.68615245 0.67267618 0.40700754] [ 0.42288084 0.51453613 0.48438779 0.73086097 0.40761889] [ 0.37914894 0.42736966 0.48332747 0.76528877 0.38897649] [ 0.64227431 0.36337347 0.45834198 0.4153173 0.60299131] [ 0.8072293 0.4935744 0.35127448 0.48769849 0.25515249] [ 0.5201804 0.45343439 0.60788237 0.43299435 0.45080574] [ 0.19820844 0.63721098 0.38688785 0.74530912 0.47831742] [ 0.70099388 0.34394069 0.55626613 0.28390082 0.46263075] [ 0.29801091 0.48701425 0.51981372 0.74313693 0.51338575] [ 0.20192025 0.65758607 0.40725608 0.77545714 0.41166562] [ 0.70892692 0.4023891 0.60290106 0.2481804 0.49489326] [ 0.2867819 0.39831933 0.43438014 0.53136768 0.70312867] [ 0.20913342 0.54622343 0.54004211 0.73876115 0.5072255 ] [ 0.72568599 0.46261758 0.36973798 0.39903629 0.35407786] [ 0.15594703 0.61975058 0.44755008 0.74255091 0.5804954 ] [ 0.61874484 0.53100696 0.47799699 0.48300151 0.41008035] [ 0.20233385 0.54477771 0.51341825 0.77315472 0.3972146 ] [ 0.7427156 0.49193117 0.48524753 0.41339161 0.37941418] [ 0.64970637 0.51878597 0.44120333 0.41863523 0.32537991] [ 0.66396989 0.37000245 0.64897087 0.29940287 0.46712504] [ 0.82625507 0.38511627 0.5506031 0.20960484 0.2939512 ] [ 0.28311653 0.42324211 0.61276201 0.79602728 0.56614418] [ 0.37765287 0.45072383 0.55516145 0.60600442 0.41248661] Progress: 20.0% ... Training loss: 0.649 ... Validation loss: 1.119[ 0.45681993 0.44842406 0.67684705 0.52325818 0.48965111] [ 0.87569441 0.39758024 0.60837916 0.12788453 0.286153 ] [ 0.21561525 0.56099009 0.34018238 0.75172228 0.48969035] [ 0.8179723 0.51019173 0.57272862 0.26567606 0.46122176] [ 0.80744066 0.44007118 0.55253604 0.18248572 0.45778208] [ 0.57688512 0.43213802 0.58675571 0.6736209 0.37070621] [ 0.40712725 0.39457792 0.45097943 0.66368604 0.60330371] [ 0.66107524 0.58853894 0.5727622 0.5407425 0.42261558] [ 0.30951839 0.69972636 0.37038974 0.78740329 0.55146457] [ 0.16198335 0.57758297 0.48598855 0.78621957 0.45987566] [ 0.25971807 0.61110388 0.36120877 0.81059427 0.55735909] [ 0.39767365 0.50409161 0.47996245 0.56917328 0.43030709] [ 0.57930687 0.39691714 0.74000536 0.58814432 0.38460072] [ 0.24955782 0.69915172 0.42869074 0.83920702 0.37449926] [ 0.31913161 0.5730072 0.53229276 0.85652155 0.5624756 ] [ 0.44278978 0.51393211 0.51648202 0.73795632 0.40426585] [ 0.06386509 0.67912112 0.40675542 0.94771068 0.63029249] [ 0.09246894 0.57146855 0.34274291 0.95105428 0.54978486] [ 0.63684616 0.50364845 0.4463189 0.48592294 0.33721051] [ 0.60688469 0.4256779 0.62329955 0.52094773 0.35128473] [ 0.41081587 0.50823542 0.45490881 0.61355952 0.39148214] [ 0.67664896 0.41854806 0.64314797 0.29267787 0.52375639] [ 0.49884188 0.2884945 0.48863571 0.60400237 0.39534267] [ 0.7855584 0.40161403 0.33063818 0.19990377 0.26435317] [ 0.09656296 0.60682746 0.48345622 0.85383731 0.54345084] [ 0.46123152 0.50725004 0.46737642 0.58861397 0.40039025] [ 0.33061357 0.53865089 0.52694417 0.78445539 0.5577647 ] [ 0.51784782 0.50563651 0.53563172 0.47376039 0.41835169] [ 0.10525204 0.63393863 0.40876116 0.90671369 0.56352386] [ 0.50695179 0.48588596 0.44478812 0.64567964 0.51497754] [ 0.6660248 0.29685793 0.54537823 0.28527775 0.48087403] [ 0.27598828 0.66574411 0.47946009 0.74272195 0.46349237] [ 0.21193956 0.65206769 0.50394432 0.74590985 0.46052983] [ 0.42644463 0.49377653 0.54016584 0.49833504 0.53340971] [ 0.86590815 0.38921055 0.41843972 0.134243 0.25587044] [ 0.24184437 0.49945338 0.4419979 0.56266136 0.67219898] [ 0.43763733 0.64923271 0.4064403 0.68572573 0.45514617] [ 0.58534278 0.48270948 0.55096844 0.72858869 0.40087286] [ 0.65246952 0.4469723 0.52303302 0.33777225 0.48380078] [ 0.33111946 0.48811557 0.61029383 0.68575744 0.50477269] [ 0.62742902 0.37897179 0.46424691 0.32574287 0.46030362] [ 0.52872022 0.39653179 0.56618464 0.61157562 0.3239414 ] [ 0.50419512 0.36189331 0.59444195 0.62590877 0.47254977] [ 0.73692359 0.32548056 0.63440608 0.31971614 0.43652525] [ 0.58295715 0.59787381 0.29995332 0.48505008 0.3341602 ] [ 0.2613675 0.68583795 0.51702318 0.83038612 0.57168708] [ 0.102939 0.67379789 0.36981607 0.91545785 0.56308437] [ 0.36803405 0.68163828 0.45962355 0.78526785 0.47556944] [ 0.31549197 0.53743998 0.41925482 0.76844017 0.35900962] [ 0.32216581 0.51447902 0.29343512 0.74106479 0.35283771] [ 0.34958868 0.51632376 0.38567121 0.62405259 0.4238465 ] [ 0.08149801 0.51895966 0.35529416 0.94675077 0.59321402] [ 0.43856668 0.53512558 0.52137163 0.5317466 0.51935618] [ 0.70677417 0.43472188 0.51005751 0.275778 0.47790893] [ 0.29927548 0.51037929 0.60865009 0.68132002 0.52649142] [ 0.62999667 0.58478468 0.61725556 0.57725049 0.41550948] [ 0.42629121 0.59498316 0.46036327 0.68668594 0.53278401] [ 0.79114453 0.45621141 0.59740669 0.32416373 0.45410444] [ 0.07868712 0.56841259 0.4604833 0.91117002 0.54436304] [ 0.29128711 0.59429345 0.43933242 0.81220066 0.49000416] [ 0.64653831 0.3966696 0.50345451 0.32801491 0.44717621] [ 0.20767268 0.62708818 0.33792802 0.82889743 0.39444228] [ 0.43605339 0.5811851 0.4914143 0.63880618 0.36979536] [ 0.549919 0.40075424 0.43341408 0.49192732 0.392285 ] [ 0.48445811 0.61924871 0.38389844 0.50412897 0.36293787] [ 0.57137179 0.52298217 0.46612526 0.50792837 0.53396988] [ 0.6261859 0.58871121 0.34193336 0.37012911 0.33963897] [ 0.49945908 0.58608489 0.61474242 0.51007346 0.51277977] [ 0.56582693 0.471731 0.45777074 0.45432733 0.37121507] [ 0.22034792 0.48797458 0.47796086 0.81333826 0.41742521] [ 0.43230471 0.54014473 0.45609138 0.68051322 0.46209654] [ 0.51231532 0.6207802 0.49801137 0.54388047 0.49048428] [ 0.40945974 0.59783597 0.36988025 0.56935175 0.4629634 ] [ 0.65078738 0.59136152 0.64181644 0.44292458 0.44435347] [ 0.91875427 0.35737788 0.52201091 0.16848689 0.3335891 ] [ 0.39374808 0.53098059 0.57587923 0.56674809 0.53151519] [ 0.41656031 0.5181564 0.61157755 0.65047113 0.35746377] [ 0.41598524 0.3374638 0.44862766 0.61947498 0.36005631] [ 0.60093909 0.39108773 0.44358864 0.55954953 0.54566362] [ 0.71030721 0.58670308 0.55153232 0.55317681 0.40380487] [ 0.26043187 0.48490291 0.42897156 0.68803483 0.43298403] [ 0.6658797 0.51192126 0.49338522 0.53571994 0.53929371] [ 0.47868136 0.46072078 0.56108394 0.54082056 0.51957493] [ 0.85158739 0.29623853 0.47683832 0.15947671 0.32154984] [ 0.54681782 0.49435683 0.55910767 0.42754505 0.40267078] [ 0.13970833 0.46072682 0.40408936 0.86988088 0.55618378] [ 0.29514482 0.58444279 0.50589582 0.65446022 0.62612605] [ 0.51970766 0.55130661 0.551646 0.50230444 0.50302731] [ 0.74305418 0.49782155 0.48716644 0.52424757 0.3892808 ] [ 0.84208959 0.35615277 0.64215797 0.30995329 0.36814001] [ 0.23523078 0.50593401 0.47791692 0.80923961 0.39624551] [ 0.25809984 0.50869545 0.54819579 0.77399063 0.34779027] [ 0.7851851 0.35106178 0.49984001 0.28169099 0.41022074] [ 0.89004551 0.33824052 0.60723171 0.15436505 0.41487057] [ 0.78936785 0.51880795 0.32789686 0.48202612 0.32067787] [ 0.26404562 0.47082253 0.51605341 0.79242331 0.53462922] [ 0.21494236 0.49908647 0.45345451 0.87976095 0.51290008] [ 0.14759909 0.61897543 0.39405216 0.88631025 0.50249576] [ 0.30515938 0.52983238 0.42584292 0.68747561 0.63539108] [ 0.37139438 0.6033127 0.4742521 0.68896542 0.62206991] [ 0.34491157 0.53088098 0.41612377 0.65205068 0.61622372] [ 0.57221091 0.40508224 0.45735914 0.56157273 0.48040281] [ 0.84494992 0.47166715 0.49076831 0.33909216 0.31010637] [ 0.56306297 0.48434299 0.57252815 0.73050797 0.28449553] [ 0.59222363 0.62844258 0.42485385 0.64180273 0.55791978] [ 0.29945189 0.58669907 0.46811922 0.57660205 0.4646447 ] [ 0.67304829 0.66517612 0.45147163 0.61313282 0.45956949] [ 0.72621789 0.3204201 0.39886537 0.25798956 0.37825618] [ 0.4080152 0.50138944 0.45567069 0.76343374 0.45193332] [ 0.80398206 0.3941591 0.51578229 0.29256651 0.31856152] [ 0.50944786 0.43388509 0.43610155 0.81110835 0.44640936] [ 0.42798458 0.62224867 0.48800796 0.6449108 0.43285133] [ 0.76564582 0.34398332 0.5820146 0.2246819 0.33690158] [ 0.42530683 0.43444986 0.56244909 0.51495464 0.42351155] [ 0.49743597 0.41765869 0.62592675 0.42701792 0.47285961] [ 0.35308076 0.60140859 0.35128424 0.5418777 0.53871557] [ 0.81884915 0.47771932 0.4437578 0.19789499 0.37527468] [ 0.47482887 0.68660383 0.48379174 0.73757584 0.53143932] [ 0.64462325 0.44116576 0.55282127 0.30760104 0.46989886] [ 0.63268231 0.4125128 0.46753369 0.51500193 0.38210574] [ 0.11380326 0.66290014 0.5058399 0.91883721 0.61328228] [ 0.46028791 0.47648043 0.53194834 0.68251063 0.28735091] [ 0.53986153 0.50894931 0.55652211 0.60225511 0.54500942] [ 0.50621233 0.51409305 0.41102854 0.63909118 0.53848385] [ 0.55515344 0.48773234 0.39157566 0.48266707 0.37025821] [ 0.76071353 0.38509258 0.42618996 0.25658542 0.26614063] [ 0.39328693 0.58544118 0.47925078 0.38760908 0.65686256] [ 0.15795549 0.54230647 0.37359 0.8767403 0.4229469 ] Progress: 20.1% ... Training loss: 0.649 ... Validation loss: 1.126[ 0.80010939 0.31974236 0.52078111 0.24948751 0.52810537] [ 0.61681294 0.44911407 0.53709057 0.41269723 0.4517921 ] [ 0.69224 0.47658178 0.47985679 0.21673777 0.46211984] [ 0.48909558 0.45112051 0.55764664 0.52837331 0.42473652] [ 0.06211216 0.53735458 0.49376406 0.87852383 0.65286872] [ 0.39973714 0.63808779 0.44227652 0.65802912 0.40583374] [ 0.28623161 0.60721007 0.5052473 0.78021959 0.54219981] [ 0.23549022 0.72075381 0.35418414 0.8476388 0.52815066] [ 0.45062152 0.62607347 0.35879962 0.75184203 0.53203099] [ 0.2564139 0.62034751 0.39622234 0.72812378 0.54382245] [ 0.28810591 0.59080746 0.51528219 0.7702516 0.47971193] [ 0.76046939 0.50718939 0.42877188 0.37585713 0.42002379] [ 0.6716663 0.45099301 0.4318748 0.59109207 0.52805344] [ 0.467362 0.58992398 0.39340862 0.53590981 0.4384039 ] [ 0.69222041 0.54962793 0.49576808 0.27639607 0.48910568] [ 0.49085998 0.40517625 0.68888929 0.62863074 0.47990706] [ 0.69696711 0.4919941 0.50438167 0.23320869 0.46972503] [ 0.47237432 0.44170124 0.55926852 0.64295725 0.45211058] [ 0.51184398 0.43165572 0.55994941 0.37153298 0.55025175] [ 0.81036049 0.30021985 0.68572871 0.18046676 0.44010851] [ 0.24290144 0.64807108 0.53651587 0.62148931 0.66019935] [ 0.43536736 0.5819855 0.30473409 0.76824516 0.51236454] [ 0.38817311 0.53944945 0.44389812 0.42091154 0.50752592] [ 0.23559992 0.46348629 0.32834138 0.72369419 0.43346855] [ 0.11930152 0.58113486 0.41673514 0.82214469 0.52007186] [ 0.81842159 0.27540625 0.61301177 0.2266867 0.45487238] [ 0.40342892 0.48799362 0.44280559 0.79463667 0.37131315] [ 0.32140807 0.39058943 0.55162291 0.69182877 0.41148166] [ 0.90188604 0.33881109 0.51891071 0.18863756 0.31463498] [ 0.58314604 0.54572069 0.40819608 0.70470633 0.50074624] [ 0.14859178 0.68766942 0.43121516 0.88412031 0.62781132] [ 0.77096214 0.39816902 0.48513655 0.31763861 0.32414782] [ 0.509604 0.51773528 0.49546564 0.43343937 0.67463884] [ 0.39939536 0.55899057 0.4126779 0.69432376 0.40844792] [ 0.28211455 0.51885007 0.50913648 0.86740239 0.37978074] [ 0.2231906 0.48185671 0.54666659 0.74434837 0.54937109] [ 0.63781426 0.44005317 0.71850913 0.58049335 0.41630886] [ 0.4176448 0.44088778 0.48018202 0.60730877 0.4975929 ] [ 0.51206492 0.28983952 0.48126438 0.49021111 0.46945117] [ 0.47950783 0.44566073 0.51310195 0.58591753 0.58517863] [ 0.80334585 0.52002912 0.4541381 0.51007322 0.40054959] [ 0.54258762 0.41033898 0.59165895 0.63043638 0.36085653] [ 0.75814282 0.33095653 0.50871813 0.24101138 0.51326593] [ 0.56647097 0.53332404 0.4679084 0.52245164 0.55756458] [ 0.34576515 0.48719109 0.40127757 0.6937919 0.37359625] [ 0.53087972 0.6704987 0.4625338 0.7149064 0.45000143] [ 0.52589024 0.53459869 0.43676838 0.39670743 0.47592809] [ 0.67034771 0.45828165 0.40520751 0.40300844 0.29194976] [ 0.29457704 0.64732923 0.42618576 0.80272999 0.55148417] [ 0.67579798 0.47253418 0.60593718 0.6611804 0.37099989] [ 0.73782817 0.55362969 0.53946917 0.54556107 0.37742568] [ 0.13928226 0.62495149 0.36203761 0.82187261 0.57266874] [ 0.54806334 0.55032048 0.55454647 0.56200305 0.33194304] [ 0.50310333 0.51131495 0.52248726 0.45920646 0.55286916] [ 0.57986553 0.57552806 0.59975686 0.48783351 0.47849165] [ 0.66486093 0.56867312 0.44694079 0.65629389 0.35906262] [ 0.22257401 0.59206163 0.39345419 0.78882084 0.4577889 ] [ 0.49712264 0.62764114 0.43899072 0.60474673 0.39379808] [ 0.86743226 0.36717533 0.61128179 0.12656401 0.38795419] [ 0.82412465 0.51661344 0.54187914 0.27681825 0.37191501] [ 0.48259171 0.44391799 0.62268844 0.6533864 0.41377807] [ 0.76115814 0.50107703 0.40227145 0.3160692 0.39935633] [ 0.56536057 0.50645095 0.48137974 0.59278464 0.31174287] [ 0.35036776 0.5294527 0.52846265 0.7761057 0.44075614] [ 0.81754838 0.33674255 0.60303787 0.28196863 0.41980695] [ 0.59383708 0.33048394 0.60334179 0.37453754 0.5404149 ] [ 0.77174074 0.34389509 0.49844341 0.25978342 0.38165904] [ 0.59250595 0.59005796 0.53383924 0.32003778 0.58609764] [ 0.50588421 0.57155535 0.50067862 0.61671292 0.50017405] [ 0.76781009 0.44383572 0.42536363 0.37567178 0.45206129] [ 0.27016514 0.61542263 0.46474091 0.93176892 0.53251576] [ 0.79132884 0.63839087 0.44775125 0.2911405 0.43249069] [ 0.40901954 0.49547972 0.56632491 0.61502356 0.42405662] [ 0.49623598 0.360842 0.49326285 0.56103203 0.50376562] [ 0.18958049 0.49174649 0.54513799 0.71666367 0.67016469] [ 0.70532615 0.43410454 0.51789796 0.46784726 0.42585882] [ 0.68448354 0.45941373 0.53864827 0.49341186 0.43521074] [ 0.15744378 0.5095116 0.40681758 0.87242514 0.57110422] [ 0.28810591 0.59080746 0.51528219 0.7702516 0.47971193] [ 0.14076631 0.70260104 0.37768589 0.80260817 0.46800342] [ 0.42598877 0.49696927 0.43930328 0.7429514 0.30653557] [ 0.24447008 0.50004947 0.61811987 0.68084974 0.65174865] [ 0.60764847 0.38762708 0.49558821 0.55941833 0.4908905 ] [ 0.8469786 0.45022588 0.4871494 0.25381649 0.4175757 ] [ 0.61224889 0.58950383 0.35324069 0.52825475 0.36018018] [ 0.48971895 0.50784979 0.47838569 0.52694947 0.64448157] [ 0.13068507 0.69660203 0.41577199 0.76032263 0.4897387 ] [ 0.12982179 0.58672486 0.3921686 0.88475301 0.49122111] [ 0.75241366 0.47673201 0.41718515 0.34192925 0.42373583] [ 0.59841736 0.45288099 0.41302196 0.36655971 0.38109985] [ 0.69941159 0.38664377 0.53543761 0.23177 0.40915551] [ 0.59305826 0.51240123 0.58379265 0.57514399 0.46851285] [ 0.16598792 0.56333214 0.48296808 0.79892053 0.55649521] [ 0.56974181 0.51083472 0.53938749 0.2432392 0.35384003] [ 0.26623515 0.62032894 0.58766082 0.69896552 0.45034124] [ 0.75231014 0.53765382 0.63814134 0.46491783 0.34301145] [ 0.4947781 0.39908535 0.66939852 0.55615169 0.46181072] [ 0.08145029 0.61343438 0.39765627 0.92997761 0.55340162] [ 0.17929977 0.68263259 0.34125424 0.87469889 0.46364552] [ 0.52026185 0.40600319 0.52116688 0.38109221 0.56406815] [ 0.77724112 0.51263703 0.58228049 0.38522607 0.41874696] [ 0.71921164 0.41144822 0.54032426 0.29027893 0.484364 ] [ 0.64700567 0.44039304 0.52602496 0.43963522 0.41590553] [ 0.3679719 0.58834416 0.42179604 0.46890653 0.40589395] [ 0.15730253 0.53461501 0.53318741 0.87424967 0.61908203] [ 0.67787263 0.33226763 0.60970851 0.27973972 0.45275473] [ 0.17372907 0.55575372 0.41395264 0.89013329 0.52070154] [ 0.49887916 0.57515661 0.42826975 0.52815534 0.49036748] [ 0.31212842 0.58668746 0.48109163 0.64171894 0.56704085] [ 0.69777417 0.3586652 0.47848157 0.12738268 0.3156331 ] [ 0.39337343 0.60723514 0.32162964 0.68898886 0.38921492] [ 0.73587267 0.32184109 0.39144135 0.16240762 0.37711141] [ 0.52210263 0.42204306 0.49591998 0.55127863 0.54307505] [ 0.07525853 0.61718652 0.45210474 0.90637665 0.47389668] [ 0.86914972 0.34223583 0.59723872 0.12278661 0.25279535] [ 0.61154978 0.3591903 0.62151141 0.28434217 0.47152227] [ 0.88477182 0.37064283 0.56784068 0.19032636 0.40537588] [ 0.77284991 0.50154833 0.55264901 0.24378434 0.39423839] [ 0.7173834 0.43617516 0.47534315 0.35128423 0.43874747] [ 0.20254908 0.4867919 0.3765457 0.88218574 0.40587172] [ 0.54266699 0.47333138 0.39452219 0.55944817 0.55914208] [ 0.70206711 0.53483059 0.58209303 0.50465432 0.35774362] [ 0.49301144 0.43878453 0.43785121 0.61862451 0.33451744] [ 0.72565224 0.51029959 0.54998924 0.33640216 0.415156 ] [ 0.84222875 0.35611892 0.64217037 0.30982051 0.36811651] [ 0.77340057 0.54126257 0.30865918 0.52321062 0.3391997 ] [ 0.74295229 0.47660065 0.48215404 0.42952814 0.35557747] [ 0.12702107 0.47331238 0.51700529 0.84802128 0.69559305] Progress: 20.1% ... Training loss: 0.648 ... Validation loss: 1.121[ 0.72911195 0.45063183 0.36840772 0.27801953 0.36413966] [ 0.78338908 0.40930663 0.58288529 0.16227239 0.49835994] [ 0.30975791 0.69581701 0.39161299 0.74116521 0.54998145] [ 0.84263371 0.348041 0.53907261 0.2249047 0.4702093 ] [ 0.57802195 0.65396493 0.36829864 0.7281609 0.31601813] [ 0.31556161 0.43252571 0.63279986 0.77785932 0.49799027] [ 0.06511952 0.57259001 0.53536249 0.94558016 0.56267461] [ 0.54465843 0.60163481 0.51194359 0.57430379 0.50824715] [ 0.71254889 0.48008398 0.67305926 0.35418759 0.36908242] [ 0.59857121 0.61292943 0.59384527 0.63705435 0.43239414] [ 0.19912408 0.61269514 0.43545699 0.72559315 0.39390373] [ 0.72110913 0.43117418 0.56132407 0.53442968 0.39597104] [ 0.1569527 0.59863742 0.44372155 0.9179304 0.59292587] [ 0.38577771 0.64218704 0.45244873 0.79690278 0.44991424] [ 0.19067775 0.55830532 0.54657296 0.82554791 0.61406813] [ 0.50589764 0.30645567 0.47050043 0.56614666 0.38356452] [ 0.6203364 0.51986675 0.39171386 0.43251029 0.39842721] [ 0.06964583 0.63111891 0.42982615 0.91652115 0.45780624] [ 0.77184182 0.36312764 0.47624426 0.31816272 0.31343072] [ 0.31176317 0.69501784 0.33828809 0.81990807 0.46817286] [ 0.52624937 0.48909783 0.5725005 0.53314673 0.37128041] [ 0.75244938 0.36996883 0.48165314 0.19222823 0.28342602] [ 0.67104113 0.56134654 0.36435139 0.49788519 0.45797472] [ 0.87693566 0.56958095 0.49626719 0.32600164 0.33710375] [ 0.71520832 0.52306774 0.54103242 0.39307982 0.52739258] [ 0.8464535 0.36454317 0.68027048 0.21109097 0.41989638] [ 0.16100842 0.54438985 0.38851573 0.86745231 0.53643971] [ 0.75450065 0.43384893 0.38423916 0.38627731 0.33595265] [ 0.72138436 0.43955236 0.46682115 0.37582185 0.38298912] [ 0.5058661 0.4785331 0.57538523 0.2689803 0.53229545] [ 0.60840372 0.46914265 0.33612355 0.4434093 0.39551888] [ 0.68785756 0.4328214 0.52080814 0.38064312 0.40699994] [ 0.34396403 0.52651726 0.48177192 0.67613681 0.62633305] [ 0.63422017 0.5642848 0.36393191 0.4102377 0.33623155] [ 0.27464674 0.616617 0.53695656 0.61460599 0.37211387] [ 0.83404295 0.4069737 0.51115375 0.35691703 0.44355198] [ 0.54662084 0.50838121 0.56539351 0.39165155 0.54203511] [ 0.45608476 0.42638521 0.52865253 0.55952555 0.37595979] [ 0.80381605 0.43231155 0.53641024 0.26921367 0.39702636] [ 0.31894725 0.64648629 0.58279746 0.73034559 0.56833742] [ 0.23479437 0.55137084 0.55192528 0.76079087 0.5096756 ] [ 0.46676399 0.42552424 0.58847251 0.59362479 0.36974123] [ 0.19230895 0.61624426 0.38966761 0.86732545 0.65759936] [ 0.65798886 0.35347658 0.51780446 0.46223908 0.5277368 ] [ 0.77884832 0.49290982 0.48805275 0.30461624 0.37681691] [ 0.86044219 0.34242362 0.59682326 0.16076347 0.4248276 ] [ 0.80843291 0.4026235 0.47498519 0.35193618 0.39656416] [ 0.69520319 0.42261207 0.52398416 0.41826769 0.45966538] [ 0.52491591 0.54455574 0.4231505 0.53383406 0.48108686] [ 0.73426621 0.48896426 0.46423714 0.36129447 0.44425823] [ 0.78380557 0.25505006 0.49113568 0.22917852 0.41646139] [ 0.61922177 0.545635 0.47747122 0.36387165 0.51947469] [ 0.25475116 0.5294203 0.53913776 0.75348339 0.35077894] [ 0.45153274 0.48109248 0.47850121 0.72082654 0.28228374] [ 0.42861504 0.49337824 0.37696112 0.65629608 0.5242616 ] [ 0.69774235 0.55111022 0.59371771 0.37895787 0.46099869] [ 0.4053207 0.50617014 0.40905913 0.55099168 0.4489649 ] [ 0.28650877 0.52869172 0.49726264 0.74855945 0.6022218 ] [ 0.64935495 0.57891438 0.39886607 0.68698662 0.41530245] [ 0.4615114 0.40275855 0.60233054 0.6889306 0.35518593] [ 0.51414072 0.4175808 0.39672186 0.58002113 0.4593567 ] [ 0.48361436 0.58920762 0.40532998 0.65229363 0.58545678] [ 0.60381105 0.46267672 0.54540759 0.34155596 0.41839121] [ 0.59089006 0.58525772 0.49216982 0.57908523 0.54453442] [ 0.45105912 0.46367679 0.54542659 0.64501927 0.43059461] [ 0.83846301 0.498459 0.53236699 0.24555213 0.32474665] [ 0.56642316 0.62209779 0.55951267 0.58570802 0.5337606 ] [ 0.19807353 0.5107934 0.44055195 0.83453448 0.42668697] [ 0.57674971 0.40201154 0.57504486 0.55378187 0.50303126] [ 0.20983272 0.5818263 0.48104975 0.84786672 0.54464457] [ 0.33001285 0.5646548 0.58361982 0.6718206 0.56552221] [ 0.34805846 0.65036668 0.5570887 0.66002068 0.53684753] [ 0.58943876 0.40769915 0.51693816 0.49569745 0.45407075] [ 0.17081773 0.51662865 0.46091851 0.91106052 0.61134863] [ 0.32619635 0.5665948 0.345749 0.73255563 0.38281382] [ 0.75774362 0.4324021 0.62901823 0.3375087 0.4353299 ] [ 0.78835714 0.42637568 0.57466183 0.20303867 0.45940122] [ 0.67725089 0.41832341 0.64322211 0.29239564 0.52367222] [ 0.57348548 0.46083741 0.63049921 0.4847826 0.46126437] [ 0.55495665 0.43244406 0.60333142 0.38413417 0.47465174] [ 0.89024089 0.35796968 0.61440065 0.18589192 0.38872238] [ 0.68754861 0.52724082 0.56868732 0.37355128 0.41651025] [ 0.84247539 0.30844297 0.62102689 0.14796756 0.3568351 ] [ 0.38890308 0.47138407 0.44726103 0.67876064 0.58719081] [ 0.58252876 0.4821752 0.38496838 0.6141375 0.35444019] [ 0.29851943 0.59913315 0.48963284 0.67776025 0.62049903] [ 0.80324675 0.39058476 0.5116853 0.25760888 0.34538793] [ 0.60675021 0.41463955 0.60327825 0.61080479 0.37550851] [ 0.54774325 0.48825789 0.50916538 0.54697772 0.47493736] [ 0.67592225 0.45749481 0.53579314 0.5531325 0.44314445] [ 0.74098966 0.4267345 0.38551261 0.40609658 0.31891907] [ 0.52074363 0.51293839 0.46065803 0.58751099 0.46877637] [ 0.288702 0.54605105 0.43995681 0.83760733 0.49676023] [ 0.29854271 0.58953376 0.43566139 0.60729286 0.37962171] [ 0.77863875 0.61377983 0.37729403 0.65260024 0.38343537] [ 0.52671788 0.55810719 0.51045541 0.52935125 0.40374911] [ 0.16435065 0.66068666 0.44683404 0.76909347 0.48629111] [ 0.80115638 0.53802671 0.48104343 0.47195737 0.3961249 ] [ 0.90811583 0.36270153 0.39503094 0.23693612 0.33541602] [ 0.92836497 0.28255701 0.62229632 0.0995756 0.35661903] [ 0.62278802 0.58175042 0.46224464 0.4523037 0.26165044] [ 0.6127259 0.67485966 0.43640702 0.50163381 0.45282914] [ 0.77591855 0.42162519 0.55226456 0.42025759 0.3728351 ] [ 0.48350536 0.52461815 0.48813544 0.58991171 0.50907177] [ 0.43141588 0.44497136 0.55464791 0.52135916 0.49105878] [ 0.80627227 0.42078394 0.5196253 0.25468716 0.42190249] [ 0.70199222 0.44098925 0.49796696 0.45347926 0.36385354] [ 0.18946472 0.5852234 0.57954461 0.87954039 0.56304508] [ 0.476446 0.62527751 0.58112179 0.52126119 0.42471713] [ 0.87060326 0.45858128 0.51678743 0.18340194 0.40621595] [ 0.5565786 0.48452781 0.46074738 0.58060732 0.39779504] [ 0.63897266 0.46875655 0.41315075 0.47624111 0.55542227] [ 0.75132463 0.34440483 0.51732707 0.31926704 0.51152918] [ 0.33367562 0.46127733 0.61653313 0.79625952 0.49279843] [ 0.74850521 0.36245048 0.65574998 0.38216239 0.46572288] [ 0.85975178 0.39260281 0.578064 0.27085117 0.45239938] [ 0.14748077 0.50946683 0.39297796 0.86415338 0.47397512] [ 0.70204859 0.35273725 0.41859814 0.24136377 0.42172793] [ 0.48069427 0.57896139 0.44004757 0.52928418 0.38324052] [ 0.76883533 0.37516324 0.38096178 0.38889971 0.43051688] [ 0.4559805 0.59566622 0.46749923 0.58506243 0.4661142 ] [ 0.50631332 0.41134215 0.49616265 0.64891956 0.3311751 ] [ 0.69502721 0.33388345 0.54919908 0.22081616 0.51681151] [ 0.47483175 0.55232625 0.4984781 0.80563476 0.43056311] [ 0.70638194 0.52041025 0.50006312 0.41218862 0.39835329] [ 0.15075351 0.61135126 0.46219732 0.84848342 0.51073805] [ 0.68037278 0.43380825 0.43264752 0.26813602 0.32554795] [ 0.25950489 0.72790117 0.3026178 0.75332144 0.44674191] Progress: 20.1% ... Training loss: 0.648 ... Validation loss: 1.124[ 0.27458572 0.58061289 0.38557103 0.66118128 0.46248582] [ 0.70666583 0.3465945 0.54793888 0.18595474 0.52880633] [ 0.26421316 0.53931382 0.52601544 0.85156148 0.45921029] [ 0.27655811 0.55500812 0.33529573 0.71396684 0.48954014] [ 0.11451826 0.66256652 0.5059934 0.91853717 0.6131502 ] [ 0.22254999 0.65391232 0.35743103 0.77306063 0.48162139] [ 0.76366104 0.32150486 0.51562667 0.21904014 0.3922861 ] [ 0.32097586 0.4911791 0.61303271 0.69762487 0.45054398] [ 0.26810363 0.60590849 0.54624043 0.74711154 0.5296404 ] [ 0.29063198 0.64335721 0.51151208 0.7687126 0.48884977] [ 0.76934698 0.27159738 0.61476392 0.23933385 0.37407718] [ 0.55994104 0.41617789 0.54443246 0.2452595 0.5704757 ] [ 0.56198573 0.57121553 0.31692612 0.58825299 0.42733972] [ 0.74631429 0.53544794 0.55923672 0.39281504 0.41830334] [ 0.58958025 0.52350206 0.4372507 0.33363527 0.35201878] [ 0.49381489 0.65721975 0.46191092 0.6057237 0.39411635] [ 0.23087668 0.64464914 0.51207269 0.85404531 0.54173423] [ 0.59820224 0.5334068 0.40732725 0.76786363 0.41692541] [ 0.56612174 0.49607138 0.61827808 0.48508594 0.4691321 ] [ 0.47790294 0.46112034 0.56093132 0.54132198 0.51972059] [ 0.55539433 0.5904049 0.35766447 0.48693204 0.40098097] [ 0.61212637 0.35509015 0.49540684 0.50020997 0.48179653] [ 0.1494072 0.55872435 0.51122099 0.88622302 0.596288 ] [ 0.43674445 0.59609238 0.44025344 0.57921852 0.43052192] [ 0.58079173 0.4623205 0.59772164 0.68446442 0.32482328] [ 0.69911056 0.40855577 0.59412849 0.50558186 0.37899185] [ 0.75798278 0.35075824 0.55256538 0.2838341 0.46017007] [ 0.44366778 0.38347939 0.5967229 0.59731546 0.60276876] [ 0.38293671 0.53507706 0.44551098 0.69293927 0.36493802] [ 0.73896659 0.51677918 0.54050707 0.36979339 0.54830534] [ 0.62769278 0.51537567 0.59987734 0.45311383 0.39650851] [ 0.2670359 0.53337066 0.57578731 0.84112913 0.48657575] [ 0.13433746 0.59090614 0.41567602 0.82167344 0.50572262] [ 0.64155304 0.49294797 0.46197932 0.43898974 0.4166131 ] [ 0.14806086 0.57379374 0.43521805 0.83935055 0.54689187] [ 0.30659927 0.40975568 0.52713422 0.76247296 0.34288379] [ 0.16373582 0.68424351 0.34543545 0.75769955 0.51625405] [ 0.54659279 0.52541684 0.34944639 0.78932788 0.5143937 ] [ 0.54368989 0.43247617 0.3922926 0.52867056 0.53464096] [ 0.72629081 0.52269346 0.44359933 0.35940144 0.28198978] [ 0.50267405 0.68224585 0.32535508 0.57171034 0.4674967 ] [ 0.30943811 0.52971546 0.57809746 0.75861389 0.40450306] [ 0.35023691 0.5969945 0.3814105 0.65239238 0.44925169] [ 0.19039223 0.47384825 0.39179191 0.54687872 0.72736206] [ 0.60851032 0.59123262 0.34171425 0.46308856 0.34212793] [ 0.46842464 0.53693383 0.5675552 0.47206865 0.38376936] [ 0.66321584 0.41516682 0.44606077 0.68290783 0.42780625] [ 0.75683837 0.42945631 0.61680794 0.27656561 0.47181128] [ 0.64458379 0.50129971 0.65192157 0.43560999 0.45837321] [ 0.53819816 0.47166971 0.42633841 0.46223574 0.46825921] [ 0.49919564 0.36283543 0.44450552 0.57766277 0.44384769] [ 0.8815331 0.25933171 0.6247984 0.29949307 0.3730413 ] [ 0.80044869 0.4423676 0.56398676 0.19759003 0.45013855] [ 0.20796657 0.64343172 0.43499142 0.56759072 0.5593145 ] [ 0.27930686 0.50064714 0.59085407 0.70324048 0.5377955 ] [ 0.35468226 0.41542409 0.49586478 0.82672382 0.47013765] [ 0.74808195 0.30779564 0.58108159 0.47806891 0.42843849] [ 0.64152766 0.596604 0.5409508 0.47858925 0.42708664] [ 0.48610197 0.4260967 0.59139943 0.75467563 0.40703106] [ 0.32023413 0.54617489 0.59976116 0.70763324 0.55772482] [ 0.76104247 0.51573951 0.49380212 0.38894541 0.48133536] [ 0.45855486 0.40100914 0.60598099 0.55506095 0.44627425] [ 0.70488623 0.29800397 0.42797165 0.3410257 0.46185577] [ 0.8024792 0.5261702 0.35756823 0.3716302 0.40294037] [ 0.20427413 0.62219183 0.42849243 0.90133657 0.47391844] [ 0.41331058 0.42937407 0.51369625 0.64548227 0.51450976] [ 0.54075838 0.40941676 0.51452067 0.43719876 0.40848811] [ 0.3009249 0.45904976 0.48506113 0.67018073 0.58130049] [ 0.68500319 0.47689936 0.56708584 0.33744464 0.53564446] [ 0.50875239 0.43724238 0.50315348 0.56564172 0.47023208] [ 0.51511161 0.39448154 0.59872396 0.44273328 0.53265739] [ 0.50324509 0.56980994 0.37475217 0.68335034 0.34025158] [ 0.14467964 0.46909096 0.38219052 0.81674226 0.52831956] [ 0.76914393 0.4250488 0.59631001 0.39823271 0.45461781] [ 0.61572397 0.60614492 0.56522964 0.56299565 0.46820062] [ 0.72034119 0.5542015 0.44314872 0.46292709 0.43347996] [ 0.66185279 0.58783757 0.48284758 0.51949212 0.43571284] [ 0.13848413 0.7016905 0.42870051 0.94169656 0.62538341] [ 0.552792 0.46977721 0.53878419 0.7419425 0.41067855] [ 0.76901729 0.45706178 0.50165424 0.21082831 0.38929587] [ 0.18205197 0.65836545 0.48671628 0.8213922 0.66058356] [ 0.60946553 0.4679765 0.42413424 0.51004905 0.28235047] [ 0.6550785 0.36099758 0.70739029 0.44864027 0.44834157] [ 0.59295229 0.38070138 0.50520739 0.61270029 0.31544472] [ 0.38701615 0.5604883 0.39670897 0.46062616 0.50414427] [ 0.88331982 0.36163836 0.569095 0.17407396 0.28728053] [ 0.44125289 0.46067127 0.4474358 0.40929844 0.49855219] [ 0.5186499 0.43360964 0.52285073 0.57886825 0.6044788 ] [ 0.65048608 0.40368646 0.6021477 0.21598699 0.56604887] [ 0.34343461 0.50406915 0.6825533 0.76731649 0.44503961] [ 0.79935426 0.41858302 0.64483435 0.22433865 0.40176357] [ 0.54365304 0.3646628 0.6352872 0.60713939 0.33398999] [ 0.56128867 0.39884989 0.41734429 0.75561036 0.40300688] [ 0.70827941 0.37017392 0.52162159 0.33964945 0.47207177] [ 0.37253636 0.60000156 0.48327138 0.75413475 0.56823181] [ 0.70993607 0.48590889 0.49938433 0.32532374 0.41626428] [ 0.79157819 0.39261222 0.54456614 0.3219954 0.37926467] [ 0.57890302 0.40434014 0.47295791 0.40512342 0.34192422] [ 0.44237536 0.35641299 0.51764929 0.70547994 0.34189935] [ 0.61815062 0.67270062 0.45238205 0.52480517 0.37784074] [ 0.37270523 0.49188895 0.41643053 0.68207369 0.45501801] [ 0.16221861 0.50629596 0.39768848 0.86857739 0.59880148] [ 0.51362974 0.47921002 0.50841084 0.41179141 0.42721099] [ 0.27345126 0.56184229 0.48179888 0.74141522 0.34067685] [ 0.67943925 0.41748463 0.39922897 0.33789825 0.30300642] [ 0.53190091 0.44171287 0.35205918 0.45178159 0.42997612] [ 0.2555069 0.67411322 0.37227188 0.84082594 0.49407158] [ 0.65641371 0.63122706 0.45689527 0.54618897 0.34629986] [ 0.30260476 0.59870132 0.54254081 0.53695617 0.53030618] [ 0.53990628 0.59327224 0.36297498 0.60850787 0.37063143] [ 0.52032381 0.49959788 0.53953035 0.56778885 0.42949239] [ 0.26919204 0.67862896 0.39569321 0.89643792 0.49958242] [ 0.50916662 0.48363259 0.46703698 0.35877606 0.35305784] [ 0.89357643 0.32222874 0.54031797 0.19043173 0.30971921] [ 0.57478146 0.45224428 0.6013681 0.65214205 0.42371465] [ 0.4149373 0.31464277 0.52846791 0.6077532 0.55243478] [ 0.67439647 0.43404336 0.46900936 0.40545599 0.39586931] [ 0.92244936 0.29456359 0.58337858 0.13040624 0.37603521] [ 0.5887876 0.50104092 0.59551835 0.39990674 0.39430204] [ 0.51044214 0.41728619 0.47584382 0.5407138 0.48459703] [ 0.37905728 0.61861322 0.47157368 0.69176557 0.52012566] [ 0.24566509 0.56718612 0.50782308 0.79795351 0.53475063] [ 0.43686398 0.4283868 0.62440087 0.65165631 0.41524471] [ 0.53109353 0.6452336 0.47663465 0.44197805 0.46666122] [ 0.63219267 0.47919731 0.42836607 0.53429208 0.38593212] [ 0.19902514 0.56502854 0.5381502 0.87671127 0.58280996] [ 0.73500305 0.48529782 0.43337449 0.2866605 0.31395957] [ 0.31875092 0.44767799 0.59263347 0.73729361 0.51996492] Progress: 20.2% ... Training loss: 0.647 ... Validation loss: 1.129[ 0.37997289 0.55591432 0.5053489 0.4608204 0.52932693] [ 0.60488934 0.6396695 0.50585108 0.49901346 0.35609159] [ 0.82951137 0.40737324 0.59895257 0.16252795 0.35709594] [ 0.28281879 0.67568492 0.50122214 0.78918704 0.49273548] [ 0.76948574 0.47963997 0.56608001 0.50176661 0.41440023] [ 0.29729956 0.62395378 0.49669797 0.80029833 0.44207143] [ 0.13249615 0.56832311 0.43890316 0.88484541 0.49939374] [ 0.49879535 0.55954306 0.4552049 0.51255176 0.4000169 ] [ 0.31401628 0.42022081 0.43692583 0.57398399 0.58825077] [ 0.47379143 0.66407515 0.49173178 0.65015153 0.42693492] [ 0.60010354 0.39731934 0.48333395 0.660324 0.33320554] [ 0.79213959 0.4234624 0.55247604 0.09660384 0.45143997] [ 0.78073647 0.41279615 0.52810533 0.27842593 0.32280401] [ 0.11502327 0.58323861 0.40628523 0.9051734 0.53061548] [ 0.84253528 0.34279028 0.60468165 0.21421419 0.41564195] [ 0.14894012 0.58334293 0.54080903 0.86270191 0.58267901] [ 0.4942209 0.54830475 0.49447422 0.65360302 0.44784842] [ 0.22294856 0.57336915 0.55489104 0.82274979 0.55670849] [ 0.61216397 0.48217316 0.47212135 0.47304136 0.39314522] [ 0.20140055 0.54800159 0.46510701 0.88738433 0.65032318] [ 0.27922819 0.57082769 0.48945229 0.667574 0.64390102] [ 0.89348364 0.31271432 0.61494955 0.1523745 0.32194539] [ 0.67080472 0.58980007 0.42446316 0.64392203 0.36321497] [ 0.7404443 0.40987161 0.41441074 0.36017476 0.3772104 ] [ 0.83435889 0.45124502 0.54325041 0.18699967 0.39862018] [ 0.80079831 0.48185865 0.52438527 0.26953995 0.44022717] [ 0.80456926 0.31454622 0.512355 0.35295235 0.44782766] [ 0.07916704 0.53339503 0.60326748 0.86850701 0.7631088 ] [ 0.87021451 0.43223265 0.53232073 0.21009109 0.34991396] [ 0.7077173 0.42363375 0.35260609 0.41535879 0.48897058] [ 0.75082402 0.35938755 0.53813012 0.17039874 0.48550399] [ 0.20214128 0.56598329 0.41379766 0.73950395 0.48393356] [ 0.21983423 0.57135693 0.44260742 0.75032368 0.57341568] [ 0.55574334 0.6317026 0.47316853 0.54821001 0.38279435] [ 0.16088978 0.60369725 0.43745823 0.67643846 0.54218926] [ 0.57382859 0.51844643 0.48985548 0.45144342 0.52033136] [ 0.92611518 0.25187868 0.57493411 0.1113039 0.36935907] [ 0.72542625 0.59074952 0.55094232 0.50528969 0.4188415 ] [ 0.75811414 0.57595196 0.40413752 0.43112936 0.4032431 ] [ 0.67614608 0.55076617 0.34020449 0.53577381 0.42139779] [ 0.58523597 0.42416077 0.56845585 0.40241383 0.37843715] [ 0.5002621 0.26951532 0.52318258 0.41750497 0.51159695] [ 0.5877226 0.42304246 0.60554862 0.34412526 0.42726329] [ 0.56226165 0.62314652 0.48475428 0.57467116 0.44075306] [ 0.58076228 0.47876424 0.43730344 0.3496502 0.38308744] [ 0.4011551 0.69870925 0.43385769 0.76387686 0.50537585] [ 0.8746602 0.46716941 0.49434539 0.29882509 0.28985668] [ 0.32380527 0.47303664 0.41168467 0.68742092 0.4525375 ] [ 0.56266133 0.48801314 0.45344797 0.68395817 0.29119571] [ 0.8623971 0.37854417 0.63659989 0.23710361 0.42196373] [ 0.61632261 0.37392561 0.46141799 0.37446005 0.36737913] [ 0.45825436 0.48034097 0.44821366 0.65581701 0.26644946] [ 0.51034218 0.55682588 0.40788181 0.56967788 0.46019096] [ 0.63221372 0.56875656 0.46520578 0.51398225 0.44735389] [ 0.47221105 0.56112726 0.45183623 0.45091775 0.47383744] [ 0.27859137 0.62201514 0.50152941 0.80578497 0.56767387] [ 0.344857 0.6215994 0.59428137 0.66001334 0.43768098] [ 0.49638999 0.43325322 0.68377861 0.54214465 0.44711245] [ 0.481328 0.5255647 0.51225027 0.41994679 0.52833036] [ 0.69967571 0.38682732 0.53534454 0.23169423 0.40922544] [ 0.25921076 0.46294689 0.50903005 0.7787329 0.45335348] [ 0.54056895 0.37125221 0.64177325 0.51871301 0.33689342] [ 0.15397766 0.59185023 0.50392888 0.86107386 0.60151903] [ 0.49730744 0.41778316 0.62588319 0.42708148 0.47289858] [ 0.73256804 0.43973635 0.41147463 0.33809263 0.42355802] [ 0.42031304 0.52641489 0.49398877 0.50032357 0.38749489] [ 0.09753526 0.60596203 0.48383121 0.85312845 0.54310826] [ 0.40855666 0.5878767 0.38457003 0.6987099 0.56493652] [ 0.73988983 0.50300213 0.52234981 0.44731001 0.43212273] [ 0.48172246 0.40162157 0.55398324 0.49720346 0.62389293] [ 0.82407707 0.50211276 0.4529871 0.33481618 0.31458992] [ 0.36477933 0.56364732 0.43178386 0.54218206 0.41266038] [ 0.51918411 0.45439923 0.60750416 0.4338894 0.45116669] [ 0.73636701 0.38775034 0.60765156 0.17431303 0.52273468] [ 0.6384217 0.53753221 0.42025374 0.36617813 0.44859103] [ 0.42477581 0.50060404 0.59378538 0.74231808 0.33534337] [ 0.49656902 0.39661696 0.58961348 0.63614332 0.31285828] [ 0.42333069 0.51002673 0.4684482 0.53655457 0.50448236] [ 0.72565412 0.34474591 0.53771741 0.34113039 0.38152269] [ 0.76174525 0.5009223 0.4023235 0.31558118 0.39929555] [ 0.6204968 0.5142736 0.42384325 0.42526296 0.40408176] [ 0.40259797 0.60903342 0.4237633 0.4842601 0.45935952] [ 0.59103861 0.38144269 0.54746663 0.38892491 0.57764758] [ 0.62361629 0.61262529 0.42932301 0.52854511 0.39684161] [ 0.7792968 0.31641607 0.47064564 0.31734843 0.46960993] [ 0.27311744 0.45971633 0.41075475 0.74889139 0.59118561] [ 0.42246147 0.36802605 0.38914271 0.53410953 0.47222909] [ 0.24032329 0.67846851 0.4393766 0.91450277 0.4366167 ] [ 0.82682605 0.41072714 0.53127018 0.28662348 0.42931195] [ 0.18708239 0.64610694 0.5190529 0.63945666 0.54891276] [ 0.26062111 0.56669067 0.43455719 0.74024994 0.64926684] [ 0.58160567 0.37638421 0.39093141 0.49947662 0.4401507 ] [ 0.4873682 0.40743594 0.42878462 0.56176887 0.46258719] [ 0.67280014 0.45021779 0.51292384 0.3132565 0.54550388] [ 0.74065291 0.38042097 0.44367372 0.32394959 0.52202159] [ 0.74901283 0.53383954 0.43969117 0.33346508 0.28592704] [ 0.08655173 0.56172753 0.41485698 0.87798586 0.52338994] [ 0.41398872 0.39937251 0.56290377 0.69770141 0.59646386] [ 0.87462458 0.39953991 0.5546597 0.21631734 0.40988231] [ 0.34294826 0.49903966 0.49435261 0.45436851 0.52768959] [ 0.37428939 0.46637003 0.58427045 0.70605257 0.5242046 ] [ 0.20402639 0.7422222 0.33211188 0.81048916 0.46547517] [ 0.74401228 0.49754886 0.48728001 0.52359881 0.38914537] [ 0.39329201 0.49068876 0.49222363 0.64947593 0.51894876] [ 0.51656982 0.56918562 0.39768236 0.5617001 0.51622992] [ 0.7347841 0.51377412 0.54921678 0.33210065 0.40483865] [ 0.11408908 0.62582489 0.44181696 0.90302174 0.3642348 ] [ 0.60420333 0.65357455 0.36561383 0.55814826 0.47034119] [ 0.35328018 0.55638376 0.52588595 0.67420065 0.47348809] [ 0.64804408 0.57407084 0.51056063 0.4100268 0.38435502] [ 0.62613899 0.37135486 0.49820848 0.37298436 0.49402673] [ 0.80860582 0.43929789 0.55282295 0.18164789 0.45748236] [ 0.24405797 0.64082608 0.53156678 0.78730222 0.51533612] [ 0.80153638 0.3409438 0.64269398 0.18527822 0.36935586] [ 0.48575116 0.4725904 0.42220846 0.7345325 0.31549283] [ 0.6152551 0.59661132 0.45188948 0.51776037 0.39144447] [ 0.44697303 0.71790243 0.34468611 0.73615294 0.48051921] [ 0.31250504 0.66853249 0.48664077 0.87388082 0.55604289] [ 0.4613958 0.57733233 0.42627273 0.66449316 0.42922947] [ 0.27281824 0.50682779 0.48881277 0.62785203 0.58698596] [ 0.13037435 0.66575212 0.53958954 0.88944073 0.67591519] [ 0.43308413 0.60618016 0.39853714 0.80347724 0.50931146] [ 0.15551909 0.57712142 0.42558978 0.89979112 0.52527347] [ 0.40427413 0.48774583 0.5763 0.66450301 0.42197629] [ 0.5542475 0.73496109 0.35675605 0.80083929 0.48881441] [ 0.36567737 0.45249512 0.68508672 0.6002995 0.51830632] [ 0.14337184 0.51576896 0.46593732 0.69133377 0.6496124 ] [ 0.74832892 0.45366146 0.44083185 0.23183761 0.36707894] Progress: 20.2% ... Training loss: 0.647 ... Validation loss: 1.125[ 0.27002198 0.56209641 0.50456705 0.75452893 0.62978671] [ 0.65316685 0.4087362 0.4241922 0.32328676 0.40577253] [ 0.14557486 0.55894001 0.40275935 0.80630745 0.62432628] [ 0.09292852 0.49133141 0.3872245 0.85878225 0.57508967] [ 0.55005914 0.52972175 0.46296353 0.62482188 0.34625511] [ 0.370959 0.61127885 0.40684284 0.58378061 0.56413773] [ 0.55274296 0.34731968 0.48079573 0.67439964 0.31082637] [ 0.7525946 0.34832341 0.52479278 0.28678686 0.36909794] [ 0.60247847 0.50172057 0.47375341 0.43473984 0.38668731] [ 0.88838224 0.39851809 0.53075864 0.27885382 0.34615075] [ 0.13864432 0.54351178 0.39500736 0.9049676 0.52591304] [ 0.13466024 0.56151801 0.37547864 0.90086357 0.51998737] [ 0.41169338 0.52015688 0.35043354 0.68643616 0.51186043] [ 0.15277532 0.69688561 0.32002657 0.89122948 0.43376124] [ 0.67912567 0.42825842 0.47427494 0.39933845 0.45290052] [ 0.62240718 0.50965473 0.5740526 0.39440056 0.46486593] [ 0.5076935 0.4111338 0.49624467 0.64855379 0.33109037] [ 0.7878674 0.45326088 0.45051073 0.39768633 0.38322406] [ 0.87028249 0.45909481 0.51657668 0.18364329 0.40638439] [ 0.84995963 0.33757652 0.58816342 0.2089514 0.41992163] [ 0.55676167 0.42127393 0.54654903 0.58150433 0.36274197] [ 0.48767639 0.46065949 0.48127182 0.70957155 0.31796077] [ 0.3618957 0.5782229 0.45376083 0.77969551 0.61179398] [ 0.35478041 0.55665185 0.25004826 0.66714901 0.46998816] [ 0.30250854 0.57773642 0.44936671 0.74332079 0.46706078] [ 0.40613237 0.61502223 0.46714434 0.70659273 0.57432078] [ 0.64852849 0.56072732 0.59266562 0.38243265 0.51978304] [ 0.389702 0.54111029 0.5083022 0.78150455 0.47028641] [ 0.34518779 0.634089 0.4192019 0.60491313 0.56257202] [ 0.56702043 0.48510964 0.46549663 0.65903626 0.47615216] [ 0.42226283 0.63211409 0.4098996 0.77706789 0.44597138] [ 0.81837117 0.46108964 0.50913695 0.26094053 0.46729751] [ 0.70823374 0.34100497 0.59120845 0.39303562 0.42393431] [ 0.60554483 0.54135488 0.49946523 0.54763538 0.44176016] [ 0.8268237 0.4081065 0.58634459 0.24225924 0.39534101] [ 0.82796613 0.41695887 0.49587375 0.21701553 0.26234747] [ 0.51168672 0.52565838 0.49892002 0.60617607 0.3578324 ] [ 0.26056425 0.56414078 0.43125694 0.89614688 0.53114274] [ 0.35848075 0.600913 0.49411609 0.77799494 0.3442075 ] [ 0.67662546 0.33285139 0.6094573 0.2804882 0.45297746] [ 0.86242734 0.37853459 0.63660822 0.23706143 0.42194676] [ 0.76879663 0.4573603 0.50153257 0.21096101 0.38938213] [ 0.5656199 0.37644669 0.58153047 0.27077804 0.53965272] [ 0.6720634 0.47441322 0.44546261 0.44960149 0.4192878 ] [ 0.76001893 0.39684385 0.49817524 0.28394431 0.29049665] [ 0.64668976 0.5228775 0.48765001 0.25565147 0.45887094] [ 0.78604365 0.38986462 0.59636192 0.27668661 0.53704521] [ 0.133023 0.69669171 0.31917797 0.90532233 0.47037967] [ 0.83302032 0.38740404 0.48146897 0.26014863 0.33150247] [ 0.77517269 0.36963496 0.4572175 0.27237787 0.380211 ] [ 0.64443202 0.49815054 0.59654435 0.22440204 0.46570681] [ 0.47736911 0.5513924 0.49884743 0.80485892 0.4302032 ] [ 0.79156141 0.5073573 0.39631366 0.30824448 0.2939033 ] [ 0.69932475 0.36441012 0.57385885 0.26872937 0.47082332] [ 0.54325098 0.51140848 0.59960164 0.39137015 0.44882886] [ 0.19486929 0.61594157 0.39126648 0.66666149 0.58707134] [ 0.49055194 0.55973224 0.34222673 0.56585947 0.41387876] [ 0.28203881 0.48073525 0.41993491 0.75041686 0.41458175] [ 0.79874118 0.36047531 0.46045171 0.16050577 0.41510082] [ 0.80643649 0.50896514 0.25387994 0.45407811 0.3029091 ] [ 0.39197124 0.59240917 0.43712779 0.8245468 0.54306379] [ 0.53292958 0.55872089 0.39660968 0.63695046 0.4267563 ] [ 0.59608902 0.46107853 0.66446198 0.30372779 0.36819226] [ 0.13273977 0.54993825 0.59465154 0.78854719 0.62861622] [ 0.27051533 0.4156335 0.62465257 0.66240088 0.62751336] [ 0.32378543 0.60153891 0.40824604 0.73441885 0.60252503] [ 0.61754183 0.52599623 0.56215025 0.39014456 0.31331861] [ 0.23630804 0.62604314 0.44038069 0.66694361 0.44696544] [ 0.49648248 0.39672792 0.58957433 0.63631886 0.31289741] [ 0.70411946 0.59190042 0.41322262 0.50060278 0.39595533] [ 0.70244302 0.50620172 0.54192809 0.37646775 0.48491214] [ 0.5137639 0.48789376 0.50727961 0.47576367 0.50244415] [ 0.18173358 0.45143935 0.40479483 0.84599619 0.49055114] [ 0.5142839 0.39493806 0.59854244 0.44333258 0.53283232] [ 0.7703885 0.48085967 0.5640712 0.34926639 0.42779226] [ 0.42641727 0.4953067 0.50672055 0.48219354 0.4768704 ] [ 0.25798404 0.5526343 0.38975088 0.73723026 0.37921936] [ 0.87882909 0.46288444 0.56458249 0.32649791 0.38975633] [ 0.22972695 0.41347018 0.51140059 0.7369913 0.59328407] [ 0.64762552 0.61462803 0.41736761 0.6375897 0.38637364] [ 0.3197605 0.45971479 0.46040362 0.68704811 0.41372694] [ 0.45017235 0.45627457 0.48586043 0.58236724 0.34779587] [ 0.36438421 0.4949883 0.63903623 0.72121221 0.41518804] [ 0.28541743 0.58638545 0.52498166 0.73196058 0.61418469] [ 0.32631271 0.52950747 0.55227012 0.70438928 0.58148808] [ 0.58054588 0.45560404 0.52448096 0.68574355 0.26194329] [ 0.81343342 0.39345411 0.50740163 0.36408454 0.38303365] [ 0.69158777 0.57657075 0.53315985 0.55244229 0.42444908] [ 0.1814836 0.57395833 0.48307026 0.90535637 0.61384022] [ 0.34982254 0.58734898 0.63584237 0.72396738 0.59955796] [ 0.31291418 0.6029717 0.55939141 0.57867728 0.49626665] [ 0.57785946 0.37149348 0.49746118 0.36739909 0.39196276] [ 0.36972473 0.44688832 0.45705907 0.55144484 0.46599292] [ 0.33383727 0.58952604 0.37538945 0.77646053 0.32066703] [ 0.16698324 0.51158652 0.53416817 0.62815734 0.61848974] [ 0.14829985 0.6157175 0.48292036 0.77525901 0.54244427] [ 0.44656502 0.49484038 0.50994475 0.64521402 0.3110522 ] [ 0.58511715 0.43385269 0.58474406 0.67344871 0.3800597 ] [ 0.33489983 0.64246604 0.43011627 0.814852 0.55642879] [ 0.59237529 0.4574546 0.56269529 0.52562931 0.5746768 ] [ 0.23275659 0.61687262 0.44907345 0.8977612 0.58863505] [ 0.39186954 0.43568115 0.48865604 0.4772388 0.41867498] [ 0.63582301 0.38650549 0.5603719 0.35442173 0.35148446] [ 0.77928881 0.54395322 0.38985818 0.37991891 0.30582594] [ 0.3022109 0.6411781 0.36695375 0.75374685 0.41291274] [ 0.49388192 0.55854287 0.43817285 0.60326093 0.28875029] [ 0.57431944 0.43380225 0.58433096 0.4650258 0.57266894] [ 0.50953137 0.55715623 0.40775656 0.57008649 0.46032805] [ 0.56875368 0.40454806 0.62351045 0.41247122 0.45498328] [ 0.50901306 0.58882629 0.31521914 0.68875745 0.39265298] [ 0.71019626 0.4523337 0.56323559 0.41645953 0.45227806] [ 0.52439794 0.47224368 0.49733639 0.57220486 0.51690634] [ 0.5175851 0.57083968 0.31796167 0.52998426 0.45238719] [ 0.87032666 0.43213849 0.53235704 0.20994641 0.34987071] [ 0.74489971 0.377297 0.66442909 0.31500061 0.44960209] [ 0.73569048 0.43928799 0.50984496 0.3796767 0.51965846] [ 0.65467609 0.49664947 0.38050185 0.34869679 0.31501788] [ 0.51302625 0.48735455 0.56793966 0.49221658 0.4292938 ] [ 0.59255745 0.52602785 0.49903999 0.44283616 0.42135776] [ 0.23632576 0.67524121 0.36017331 0.82226159 0.40741784] [ 0.4623315 0.58163413 0.40527272 0.61068657 0.58239004] [ 0.67637217 0.43018708 0.45738853 0.37531223 0.36003471] [ 0.40732505 0.48139315 0.4385445 0.54777033 0.33669285] [ 0.53887658 0.57779762 0.38344225 0.64421172 0.38014346] [ 0.37960493 0.61499832 0.42791959 0.59465703 0.68626042] [ 0.64305084 0.41723022 0.52233033 0.20169225 0.50403949] [ 0.39350123 0.5527455 0.37675284 0.63086056 0.49096027] [ 0.21156964 0.55993673 0.54449646 0.89740322 0.58872925] Progress: 20.3% ... Training loss: 0.648 ... Validation loss: 1.114[ 0.68881276 0.60391359 0.40337661 0.37663697 0.51417064] [ 0.59809713 0.36673999 0.60932491 0.36730242 0.52100146] [ 0.43355996 0.50328664 0.41422397 0.6019696 0.55132799] [ 0.3186754 0.50939847 0.4901481 0.60981259 0.44334688] [ 0.70586425 0.47545069 0.61912936 0.41220833 0.38197567] [ 0.64081889 0.37834957 0.54777534 0.39170083 0.44272555] [ 0.4869928 0.46773892 0.52304749 0.45664587 0.49391874] [ 0.49026685 0.61222145 0.50225636 0.58667391 0.48982027] [ 0.77726447 0.33597319 0.48980477 0.24745486 0.30658447] [ 0.15433947 0.65961432 0.34736634 0.86695188 0.5924006 ] [ 0.61909471 0.51496646 0.64200994 0.50645195 0.38154813] [ 0.26914854 0.54224015 0.48917528 0.84376396 0.60252068] [ 0.40856503 0.59107993 0.3212151 0.7716128 0.5641306 ] [ 0.14395858 0.41861296 0.41477129 0.83435853 0.45077048] [ 0.57947994 0.66399926 0.43572977 0.61015582 0.42963681] [ 0.75717051 0.34604366 0.51984593 0.2462996 0.45512139] [ 0.50653818 0.41170306 0.4960241 0.64920484 0.33128436] [ 0.41395476 0.50680284 0.44444659 0.66203566 0.45115128] [ 0.38393054 0.47272986 0.61500573 0.79552037 0.42344541] [ 0.81645631 0.33758181 0.60267967 0.28308496 0.42011345] [ 0.73689197 0.5114565 0.55679156 0.46077334 0.4020167 ] [ 0.36472738 0.45268072 0.34747837 0.80195306 0.32128682] [ 0.54683 0.5085195 0.56533062 0.39157083 0.54207027] [ 0.76783058 0.53499066 0.3901744 0.40367362 0.30862599] [ 0.76816567 0.37286991 0.35126232 0.37207382 0.34087363] [ 0.39091497 0.49499503 0.42652667 0.57387767 0.50360485] [ 0.6134192 0.46780885 0.41406798 0.28256169 0.39639482] [ 0.74660488 0.4506811 0.4212568 0.36781509 0.33974151] [ 0.54976329 0.26735318 0.45213389 0.48259747 0.41275553] [ 0.2647046 0.65166052 0.41497827 0.79834495 0.36299471] [ 0.72405913 0.42373333 0.34101945 0.25662682 0.30057135] [ 0.42046593 0.5335738 0.52684533 0.5677864 0.53768402] [ 0.33071112 0.50043087 0.55934482 0.67036927 0.54684192] [ 0.30320556 0.54061151 0.42308389 0.6877774 0.57752045] [ 0.73489923 0.427525 0.43194421 0.40051743 0.30838299] [ 0.64384898 0.38084077 0.36915659 0.34411876 0.41171732] [ 0.74192099 0.36970063 0.56136835 0.18711677 0.46704505] [ 0.29953954 0.58048218 0.48248875 0.7996744 0.59062174] [ 0.24707599 0.58362409 0.4388934 0.56911017 0.58649366] [ 0.1029404 0.64195739 0.34922403 0.91378356 0.45474173] [ 0.42552198 0.49568604 0.50657443 0.4827363 0.47701039] [ 0.58444019 0.46485318 0.45703729 0.33517721 0.3548333 ] [ 0.33849992 0.52533371 0.4987104 0.85061179 0.44789277] [ 0.28266097 0.49591693 0.3756058 0.69726 0.42386213] [ 0.49167065 0.59900475 0.58972328 0.50302205 0.40799574] [ 0.0740568 0.58864738 0.39120991 0.91228833 0.47659584] [ 0.83328336 0.35954765 0.47282116 0.24945762 0.26185953] [ 0.19808411 0.5417391 0.56349537 0.78720704 0.53614829] [ 0.35851987 0.54535871 0.61660336 0.68703404 0.48712929] [ 0.61514204 0.41787654 0.4812668 0.52239498 0.39161591] [ 0.53081079 0.539369 0.49792077 0.36620927 0.35085247] [ 0.12935377 0.54441247 0.49227974 0.87310453 0.45319532] [ 0.54123262 0.58380214 0.37732564 0.51915275 0.37467856] [ 0.32619698 0.52289542 0.46881659 0.59274434 0.42456887] [ 0.41102504 0.44906838 0.39090739 0.54578194 0.45192545] [ 0.24831632 0.49454051 0.47932611 0.68876017 0.59675839] [ 0.79702821 0.39474526 0.50935952 0.1752814 0.40944501] [ 0.78313351 0.30375476 0.47031243 0.23825701 0.48204899] [ 0.69533652 0.59009998 0.36798923 0.34332929 0.36655909] [ 0.22033401 0.5395658 0.60995975 0.82345593 0.44752246] [ 0.1620158 0.6453966 0.39692537 0.84250215 0.56112733] [ 0.19787565 0.56580489 0.5378521 0.877097 0.58314142] [ 0.7723152 0.48635576 0.50139476 0.33692266 0.44826434] [ 0.57391449 0.58595421 0.53420721 0.39893236 0.52595215] [ 0.42538414 0.52520467 0.59711795 0.70205901 0.41809396] [ 0.36703033 0.47148153 0.44640468 0.5529437 0.47878891] [ 0.3125782 0.47893944 0.50527632 0.76793986 0.42268684] [ 0.63061578 0.52489002 0.42090546 0.47199643 0.43253764] [ 0.45752428 0.38329777 0.54067917 0.43950948 0.5697113 ] [ 0.16318682 0.6691873 0.38808589 0.72625734 0.50524956] [ 0.29397176 0.6073988 0.41527626 0.73355253 0.39579724] [ 0.19913833 0.65027656 0.34924227 0.73695949 0.56561579] [ 0.47535179 0.49270913 0.38114433 0.50727509 0.36530861] [ 0.23108969 0.57920903 0.55094337 0.63479647 0.58822492] [ 0.57327222 0.58132626 0.4961339 0.48851068 0.57223796] [ 0.80034202 0.40083262 0.54528179 0.25162055 0.48085097] [ 0.62834337 0.53120627 0.41049932 0.39132846 0.41759446] [ 0.3794504 0.42731748 0.50795607 0.64881992 0.40908255] [ 0.48624613 0.5342661 0.47244263 0.45221175 0.55008158] [ 0.17988386 0.53127677 0.50494091 0.7509517 0.48681261] [ 0.15108566 0.53447893 0.51748383 0.80144568 0.61948962] [ 0.65565487 0.40525708 0.6011495 0.392407 0.57959714] [ 0.68990077 0.37374807 0.46535289 0.42464898 0.49481091] [ 0.33464401 0.55527309 0.52805217 0.70011299 0.39610095] [ 0.62947248 0.49225388 0.5134591 0.39716564 0.30476812] [ 0.47790862 0.49740557 0.45816527 0.73343883 0.50162107] [ 0.53187535 0.51598826 0.46652913 0.59476029 0.42392202] [ 0.74604248 0.34222582 0.61309709 0.23856306 0.44912603] [ 0.68925685 0.47546359 0.5896454 0.43492754 0.42784258] [ 0.86923218 0.45369636 0.5424634 0.29700902 0.35959877] [ 0.77630435 0.4661226 0.58121128 0.30503371 0.43069692] [ 0.7653624 0.42390894 0.53749344 0.37868362 0.37384223] [ 0.89275578 0.40256986 0.50036728 0.16688656 0.26004219] [ 0.4582427 0.59512616 0.55200298 0.73911591 0.53227866] [ 0.54062859 0.49316875 0.45160926 0.41675147 0.42238155] [ 0.58900776 0.53133762 0.42122492 0.63536195 0.31171406] [ 0.39818842 0.50173678 0.63070039 0.79638244 0.40254296] [ 0.53255865 0.43385172 0.62667057 0.63543269 0.44120078] [ 0.57089575 0.63487468 0.43135208 0.48752917 0.54786597] [ 0.46507147 0.50818237 0.55921904 0.59738836 0.49404962] [ 0.41508079 0.42057608 0.51732659 0.60527847 0.45895031] [ 0.70458901 0.42296377 0.5383807 0.27213794 0.45060082] [ 0.29482678 0.52477656 0.37834396 0.79593209 0.49644855] [ 0.21854548 0.61131913 0.56592275 0.84202668 0.48873064] [ 0.48682831 0.55144733 0.36838536 0.6324131 0.22903607] [ 0.77595416 0.38971437 0.45029041 0.27331719 0.34554931] [ 0.73221992 0.42562139 0.49705523 0.37120082 0.31361701] [ 0.50583832 0.60649001 0.45217621 0.64901702 0.39966856] [ 0.77311278 0.45016571 0.40701369 0.27378436 0.31139024] [ 0.41064628 0.46742058 0.52651437 0.41549193 0.51571932] [ 0.65510425 0.40848525 0.48851739 0.43340308 0.39811926] [ 0.75541287 0.39338711 0.61611889 0.27703867 0.42902333] [ 0.43782672 0.54724883 0.55031784 0.60080353 0.3553352 ] [ 0.84849936 0.28760178 0.57838809 0.11204445 0.43727929] [ 0.22799652 0.42363057 0.44518749 0.77624753 0.50849176] [ 0.84139056 0.28848665 0.59476964 0.2294062 0.35434007] [ 0.76598765 0.20566066 0.47881361 0.23911153 0.44916736] [ 0.6011986 0.52492501 0.57253057 0.49866651 0.45090367] [ 0.58436071 0.35613251 0.65232482 0.2409005 0.47847446] [ 0.63822539 0.42472482 0.54640596 0.3183191 0.54247764] [ 0.7637347 0.46174826 0.44743125 0.15728057 0.35296612] [ 0.68200583 0.4555247 0.54537161 0.23484253 0.51094412] [ 0.77311278 0.45016571 0.40701369 0.27378436 0.31139024] [ 0.44770976 0.49583708 0.51714292 0.72366148 0.36370602] [ 0.25885348 0.63857767 0.48036531 0.74136479 0.66201636] [ 0.65093512 0.55358154 0.59853789 0.52133378 0.42653919] [ 0.31819445 0.54294541 0.49741189 0.66952458 0.57267723] [ 0.54313679 0.34555844 0.54836108 0.61339532 0.31209361] Progress: 20.4% ... Training loss: 0.647 ... Validation loss: 1.113[ 0.75627454 0.31578315 0.66202153 0.20251158 0.43274159] [ 0.86586899 0.31457747 0.49405433 0.25536787 0.37894046] [ 0.46314373 0.52468062 0.43508267 0.44265086 0.37956482] [ 0.41573709 0.47872543 0.48831316 0.81119234 0.47255423] [ 0.7669586 0.50198407 0.45073514 0.38886594 0.39237437] [ 0.44206699 0.45046642 0.52084595 0.676478 0.33461905] [ 0.72141006 0.51312941 0.55684417 0.44446124 0.43119772] [ 0.24833651 0.56604459 0.58126023 0.69985546 0.66533814] [ 0.69944833 0.39903828 0.61971741 0.28586018 0.33854705] [ 0.66530804 0.47787542 0.43970606 0.28399326 0.36660906] [ 0.39347458 0.51963867 0.46576562 0.62461364 0.36219951] [ 0.61994651 0.54419249 0.61847442 0.51454678 0.45387758] [ 0.22596291 0.56856033 0.43558409 0.90819171 0.52451461] [ 0.82159177 0.31189441 0.55703901 0.33972018 0.38164123] [ 0.37003101 0.61078835 0.41143083 0.68338752 0.43386202] [ 0.35382387 0.56501405 0.58994101 0.76547163 0.53467225] [ 0.80290807 0.45736035 0.39962753 0.3604215 0.38866305] [ 0.6668338 0.53799288 0.47689661 0.41163971 0.2926018 ] [ 0.38633089 0.51883487 0.5080603 0.81575738 0.39938076] [ 0.24991736 0.45593375 0.47557399 0.84816641 0.58321922] [ 0.59586269 0.46798545 0.40253035 0.43707155 0.46585527] [ 0.40319122 0.54242798 0.58838571 0.78616037 0.56292341] [ 0.49373224 0.59381063 0.31781705 0.67367976 0.47931211] [ 0.8665414 0.37371702 0.50234916 0.14335738 0.35833697] [ 0.65653295 0.52670826 0.44888268 0.30623503 0.43494178] [ 0.17240152 0.57184366 0.49588157 0.88451074 0.64823999] [ 0.29192914 0.44137488 0.40583853 0.67098002 0.59705831] [ 0.21002427 0.54433341 0.5682953 0.85070834 0.41562442] [ 0.24581082 0.40223938 0.53314884 0.81779032 0.50454425] [ 0.51647818 0.4611238 0.51437217 0.50240302 0.4109139 ] [ 0.60809895 0.55242559 0.45946944 0.47117328 0.37343669] [ 0.2800234 0.50857658 0.46166527 0.83122764 0.47457332] [ 0.86095721 0.42116524 0.5092602 0.2132474 0.34107439] [ 0.51070222 0.51608114 0.53438672 0.25783414 0.4997596 ] [ 0.21046065 0.65327515 0.50344906 0.7469207 0.46106644] [ 0.4852775 0.32656188 0.58472863 0.70655118 0.43444185] [ 0.41272671 0.52453304 0.39896552 0.46082794 0.44219767] [ 0.3530215 0.47362669 0.556612 0.73734925 0.47518519] [ 0.27822812 0.52154697 0.49477622 0.86022439 0.50527691] [ 0.33264718 0.52508045 0.30525213 0.83855176 0.48313226] [ 0.84018807 0.48314075 0.57376664 0.26765453 0.35209379] [ 0.55515971 0.57173473 0.54066483 0.61741815 0.40820972] [ 0.40328505 0.51831712 0.52280228 0.54331735 0.39075418] [ 0.44451881 0.45018856 0.54727905 0.47059401 0.40495061] [ 0.56115669 0.46815288 0.5981265 0.62756038 0.48312968] [ 0.38864402 0.55393146 0.44466408 0.70724664 0.57512443] [ 0.46425631 0.41335462 0.45567875 0.6289011 0.38090387] [ 0.19774892 0.51428278 0.45144367 0.77610723 0.4578276 ] [ 0.64585392 0.48661842 0.43341089 0.41363166 0.33057944] [ 0.71525265 0.44258058 0.41400931 0.35266083 0.3190997 ] [ 0.22107179 0.65724151 0.44895036 0.79050834 0.5342272 ] [ 0.67306655 0.47194612 0.50304939 0.3556066 0.42559054] [ 0.37092208 0.529794 0.53437133 0.71663016 0.47575211] [ 0.57422086 0.40490725 0.48064933 0.39662421 0.45433109] [ 0.10963807 0.66754574 0.44328717 0.93434619 0.61760341] [ 0.37609714 0.45205158 0.55463673 0.60746229 0.4129933 ] [ 0.62553379 0.48100184 0.46203142 0.65595405 0.45945394] [ 0.1204602 0.68496718 0.47693529 0.87813951 0.68692309] [ 0.29121868 0.4841674 0.47314788 0.6031267 0.48601437] [ 0.16200066 0.4702941 0.4652082 0.76195644 0.45911093] [ 0.2160525 0.60016449 0.51409869 0.86060137 0.45901354] [ 0.64447775 0.44357071 0.64048904 0.29019424 0.55609276] [ 0.40876852 0.57222441 0.49032639 0.57413173 0.46908481] [ 0.66784582 0.35972391 0.51201757 0.30763921 0.46870691] [ 0.52923474 0.44493148 0.43911057 0.30772974 0.40778765] [ 0.85938624 0.40033437 0.38503852 0.28576601 0.40563302] [ 0.35882482 0.60102828 0.43634309 0.79467445 0.59562946] [ 0.80866868 0.44818452 0.55518003 0.30364805 0.3720041 ] [ 0.7010546 0.47265095 0.59396004 0.48490093 0.39795235] [ 0.68907928 0.46518728 0.5153626 0.22118126 0.47480657] [ 0.63062696 0.53581789 0.41933635 0.3871106 0.4616951 ] [ 0.48822267 0.5154271 0.48994008 0.59450036 0.50201011] [ 0.4687334 0.50759904 0.57468586 0.66994185 0.40432522] [ 0.58359351 0.51651608 0.45214217 0.41656695 0.51175468] [ 0.51123574 0.49288288 0.45536508 0.61773993 0.35858407] [ 0.76208024 0.45239515 0.36675986 0.22464359 0.30856145] [ 0.47129187 0.60670028 0.50307497 0.47018745 0.49148822] [ 0.13371838 0.5422415 0.46979243 0.83503487 0.47773399] [ 0.62760102 0.49145077 0.3525571 0.40233728 0.39592208] [ 0.77179865 0.43469026 0.48581701 0.28544654 0.29867501] [ 0.77830195 0.46615259 0.4873562 0.21228917 0.42105007] [ 0.2832904 0.5231459 0.47636857 0.57749828 0.43229998] [ 0.67832916 0.5057737 0.65287404 0.45966109 0.42699338] [ 0.75501951 0.37365518 0.54282776 0.25576021 0.43932129] [ 0.56688343 0.62201271 0.55954573 0.58553777 0.533722 ] [ 0.60368461 0.49603287 0.31860212 0.56455872 0.42709627] [ 0.42436086 0.49829042 0.43879972 0.74400286 0.3069645 ] [ 0.78812474 0.47146853 0.47722974 0.41501006 0.42545385] [ 0.70922259 0.33343366 0.65347308 0.26996014 0.46078438] [ 0.51689598 0.41929919 0.50685747 0.36946321 0.60448431] [ 0.74854282 0.30963298 0.62899511 0.31432929 0.57636515] [ 0.38281644 0.35419066 0.39938017 0.79013385 0.37296086] [ 0.31583749 0.5304333 0.45380715 0.61905476 0.48734606] [ 0.40854423 0.49647275 0.50808713 0.66959836 0.3288011 ] [ 0.25326195 0.6421214 0.35355484 0.84158592 0.43328885] [ 0.70085948 0.46822482 0.6019081 0.27390571 0.47443426] [ 0.53457568 0.60108397 0.39713531 0.49280007 0.35379694] [ 0.75706885 0.4905076 0.51001017 0.19218764 0.45113599] [ 0.31836836 0.44944764 0.444785 0.80424101 0.51960933] [ 0.84261585 0.44716035 0.56218369 0.2893465 0.40504663] [ 0.34463007 0.60468527 0.56937803 0.80175793 0.5436677 ] [ 0.58350083 0.41772173 0.60959232 0.34540227 0.47631034] [ 0.31124901 0.55300453 0.57093211 0.77634515 0.53594188] [ 0.83041149 0.37734575 0.56768507 0.19853605 0.42544163] [ 0.36821185 0.66516098 0.43505009 0.71050453 0.44090901] [ 0.41600708 0.63546746 0.44783867 0.62461557 0.61467148] [ 0.89704384 0.37362395 0.44448583 0.15221263 0.26076002] [ 0.25543184 0.56789001 0.51213152 0.85511095 0.427526 ] [ 0.48765373 0.68987937 0.46319706 0.75325041 0.51345768] [ 0.40116825 0.50275984 0.40727347 0.34327971 0.47531623] [ 0.37912923 0.45005012 0.63725365 0.67558311 0.49209616] [ 0.65999394 0.50100285 0.45309875 0.42045978 0.33756907] [ 0.74341063 0.34725359 0.63351376 0.25856063 0.4009292 ] [ 0.8517796 0.34701844 0.61682259 0.214741 0.46551649] [ 0.19668436 0.64823654 0.38527669 0.80805737 0.49778931] [ 0.10141951 0.5583772 0.42264103 0.89145726 0.42412267] [ 0.59458243 0.56509821 0.39773206 0.43960206 0.3929907 ] [ 0.3457018 0.49775649 0.52396667 0.72033888 0.65619732] [ 0.42294277 0.5108272 0.55220727 0.71076336 0.45826415] [ 0.3197688 0.55057215 0.42504893 0.76735476 0.65136836] [ 0.61807285 0.52383769 0.49076274 0.44619608 0.39565181] [ 0.67800841 0.58416537 0.38061817 0.44724624 0.30738795] [ 0.37608139 0.33771373 0.54478432 0.71862768 0.48015991] [ 0.6933883 0.55093136 0.46015913 0.44931597 0.35008105] [ 0.25346423 0.5524968 0.46411144 0.69065071 0.58834744] [ 0.54289852 0.5747481 0.51006042 0.41267965 0.51865739] [ 0.48599062 0.33779078 0.5656962 0.63220319 0.54355609] [ 0.78078079 0.37395983 0.59415551 0.22426439 0.39708197] Progress: 20.4% ... Training loss: 0.647 ... Validation loss: 1.114[ 0.44292732 0.59317335 0.38845893 0.61058478 0.30264949] [ 0.61618208 0.47189212 0.59276706 0.55750515 0.44537903] [ 0.807091 0.49388041 0.35115802 0.48714877 0.2552455 ] [ 0.27488809 0.660088 0.40876418 0.6325809 0.60328694] [ 0.09645953 0.58574815 0.33717929 0.89910996 0.6068036 ] [ 0.69104195 0.57684852 0.53305064 0.55276174 0.4245358 ] [ 0.62786385 0.70677491 0.37685956 0.63748947 0.50043148] [ 0.13544544 0.6146888 0.41187927 0.89303716 0.53061554] [ 0.49776934 0.48415825 0.55269052 0.69982627 0.34920323] [ 0.43663487 0.58164612 0.49123424 0.6388736 0.36992202] [ 0.56014814 0.38639928 0.55763497 0.37467144 0.43530017] [ 0.11202441 0.61131846 0.55583389 0.8797153 0.47092209] [ 0.85891697 0.44242772 0.55358724 0.16240093 0.36481174] [ 0.55010202 0.56863097 0.36150579 0.40465398 0.3195021 ] [ 0.63449998 0.48774988 0.51372775 0.36461008 0.56742623] [ 0.10739162 0.48444158 0.52196261 0.87285438 0.64180549] [ 0.83348077 0.31786651 0.67028133 0.1627886 0.44536055] [ 0.50982003 0.48132421 0.39220207 0.43199839 0.37613246] [ 0.75976164 0.50935385 0.43337525 0.32789613 0.40534067] [ 0.57607895 0.44626735 0.53498368 0.41630674 0.43603844] [ 0.25134799 0.39255954 0.512447 0.80920998 0.59054871] [ 0.58169781 0.42321586 0.59719846 0.4553588 0.51626835] [ 0.58927497 0.45167831 0.48567704 0.35898527 0.41447877] [ 0.61383204 0.48547295 0.41881782 0.38569154 0.29200251] [ 0.2105017 0.50764413 0.59188902 0.71807488 0.61385962] [ 0.72259744 0.35987963 0.71552566 0.36992194 0.37555349] [ 0.50576089 0.50024977 0.44412148 0.46462073 0.41701346] [ 0.64027966 0.58808333 0.55292306 0.63874928 0.45059083] [ 0.32692939 0.43596829 0.57086756 0.74974982 0.47095098] [ 0.10927278 0.61449884 0.31224194 0.94230412 0.64932015] [ 0.73008831 0.45355677 0.51988932 0.24953924 0.43982727] [ 0.61817861 0.45736421 0.57862432 0.41070919 0.40021248] [ 0.28868664 0.67872965 0.51246705 0.78557374 0.53773938] [ 0.60952745 0.46427417 0.5306985 0.35959593 0.62003177] [ 0.22246492 0.62542574 0.35339037 0.69002593 0.4743349 ] [ 0.6550717 0.37637678 0.43499633 0.39669481 0.40880878] [ 0.24791994 0.52249983 0.60164318 0.68755454 0.69786609] [ 0.16540681 0.53504555 0.41899413 0.85529889 0.49617664] [ 0.37934852 0.57366134 0.50356787 0.49661141 0.63213642] [ 0.81410159 0.38145927 0.61316723 0.38298372 0.43353123] [ 0.71559215 0.44437983 0.53681371 0.41892514 0.41861769] [ 0.48226298 0.57706262 0.54975747 0.53385043 0.41350651] [ 0.58569738 0.43446225 0.5331134 0.30443613 0.38626488] [ 0.49734119 0.45740814 0.52469333 0.50227581 0.51040226] [ 0.57968842 0.60769962 0.35277742 0.54458527 0.25739542] [ 0.19520763 0.53046771 0.45238898 0.75362395 0.37900488] [ 0.50885309 0.49836777 0.59821039 0.6970034 0.43631168] [ 0.51359163 0.58546026 0.43338798 0.6851813 0.3680226 ] [ 0.60336844 0.61027142 0.418028 0.46150275 0.55287021] [ 0.74447559 0.48249122 0.56901709 0.48313556 0.49221124] [ 0.26784116 0.61536876 0.39660599 0.80533695 0.44687497] [ 0.31276488 0.49368838 0.4824356 0.58582863 0.58137181] [ 0.18338232 0.54492716 0.52464679 0.86530611 0.6423593 ] [ 0.34762964 0.47787039 0.52378406 0.72839801 0.43113868] [ 0.47362594 0.45429381 0.35353649 0.52658831 0.51751589] [ 0.27892769 0.5476724 0.49195232 0.46467061 0.46651928] [ 0.32666787 0.65239518 0.43113366 0.6733174 0.51069075] [ 0.680253 0.43401717 0.61863273 0.34602654 0.44019599] [ 0.29260251 0.44099183 0.4059893 0.67065562 0.59688412] [ 0.55296336 0.46330727 0.54692077 0.59893252 0.35838507] [ 0.15385693 0.52623235 0.57192728 0.66399034 0.62529321] [ 0.5687067 0.52734873 0.40716652 0.72126143 0.43954167] [ 0.31117659 0.52936142 0.62082281 0.69353658 0.45008803] [ 0.74273386 0.49100134 0.40310783 0.36290399 0.34569645] [ 0.71117278 0.32236012 0.54651538 0.29676199 0.43584125] [ 0.70208651 0.44097199 0.49796508 0.45337769 0.36380741] [ 0.49347086 0.56356469 0.3702036 0.55721041 0.37853241] [ 0.55689391 0.48114062 0.45883025 0.41931484 0.47347024] [ 0.7926464 0.38060683 0.58013538 0.22150358 0.43787526] [ 0.55155555 0.50538427 0.65720428 0.62471761 0.4144041 ] [ 0.59825143 0.40002256 0.69260889 0.32629973 0.50801629] [ 0.68835328 0.48268556 0.38196418 0.52839345 0.35443393] [ 0.38727313 0.44110459 0.50579061 0.62795069 0.42220843] [ 0.51342296 0.64736804 0.36080192 0.5273596 0.38051644] [ 0.51569984 0.53072635 0.50849675 0.47313174 0.37179103] [ 0.12753159 0.53990507 0.48643268 0.74254132 0.49727148] [ 0.90441397 0.25235171 0.61183031 0.09955852 0.39762874] [ 0.89820025 0.29619912 0.49393382 0.17100543 0.37288058] [ 0.39417174 0.58502884 0.47942191 0.38677324 0.6567475 ] [ 0.16586102 0.68182711 0.29359312 0.79919452 0.50131225] [ 0.22321546 0.56532406 0.34522343 0.82213017 0.40771834] [ 0.47540262 0.55798943 0.60118378 0.61897283 0.35466212] [ 0.22015086 0.64728558 0.50042723 0.75496911 0.49062204] [ 0.8006565 0.53853497 0.48084396 0.47236664 0.39626711] [ 0.59588903 0.6207998 0.48130269 0.48291348 0.35909168] [ 0.38697187 0.51410039 0.45023605 0.66484471 0.38960346] [ 0.52600533 0.63816264 0.45642559 0.5670487 0.32804361] [ 0.69613312 0.60554048 0.54476828 0.55665814 0.38405687] [ 0.55389041 0.56680372 0.41104651 0.65891941 0.34443184] [ 0.14961591 0.61709552 0.49060109 0.81473441 0.54041663] [ 0.10984099 0.60111813 0.41621092 0.86905455 0.45859311] [ 0.84193967 0.31754254 0.62349529 0.30208074 0.36505375] [ 0.2238508 0.57087911 0.30981567 0.89653016 0.39205013] [ 0.78952759 0.4696537 0.53137365 0.26656906 0.40276486] [ 0.56189509 0.48741575 0.44743621 0.59796998 0.31102722] [ 0.29256112 0.67896241 0.38313559 0.80487724 0.52503307] [ 0.53843894 0.49480985 0.54394258 0.55705419 0.5300642 ] [ 0.38250245 0.5083023 0.55144089 0.64935542 0.44727129] [ 0.34727634 0.58986252 0.54635012 0.5813115 0.53902974] [ 0.10543996 0.69725627 0.44635248 0.85336871 0.62214859] [ 0.20791155 0.6175244 0.50932698 0.86494776 0.44286331] [ 0.69681951 0.57887102 0.55598931 0.47962255 0.49315749] [ 0.24636034 0.65911915 0.46221312 0.73031578 0.47869828] [ 0.76901155 0.40221384 0.40467423 0.28879085 0.37064821] [ 0.54416494 0.52079248 0.39177043 0.50656322 0.41189728] [ 0.46329182 0.32425553 0.45954905 0.56808448 0.41062188] [ 0.39441581 0.66630676 0.49376488 0.76414992 0.55833708] [ 0.38505826 0.46067727 0.67570369 0.64845063 0.56650621] [ 0.56861969 0.44046444 0.39635481 0.46978473 0.36157791] [ 0.76601757 0.37082766 0.46896691 0.29620109 0.37689018] [ 0.43970444 0.55163659 0.56598752 0.4841636 0.56828901] [ 0.69596447 0.5585527 0.56497995 0.61114342 0.42694444] [ 0.11032994 0.54294108 0.5374325 0.92984668 0.65784219] [ 0.59747875 0.44436808 0.57269999 0.40167513 0.58064604] [ 0.37672156 0.58932516 0.30781727 0.67647072 0.50772495] [ 0.84767288 0.38675437 0.51244168 0.13314636 0.38228602] [ 0.69791429 0.4169862 0.61599071 0.36722734 0.58096177] [ 0.57481523 0.30165044 0.5691489 0.61150183 0.42845651] [ 0.57607895 0.44626735 0.53498368 0.41630674 0.43603844] [ 0.2671513 0.61721408 0.32944413 0.82746812 0.49109094] [ 0.57409142 0.48787282 0.51255936 0.38174516 0.38011749] [ 0.18048616 0.5983749 0.50907659 0.80928471 0.54264663] [ 0.23582376 0.67560875 0.36003309 0.82243058 0.40757141] [ 0.42133176 0.40984 0.37681887 0.79709937 0.36943155] [ 0.40602377 0.56028347 0.54001937 0.6575599 0.41660775] [ 0.83098934 0.43407736 0.42453882 0.31694256 0.45776939] [ 0.61905906 0.42088418 0.59570262 0.3433226 0.46401026] [ 0.31618254 0.53773205 0.41915733 0.76836538 0.35907465] Progress: 20.4% ... Training loss: 0.647 ... Validation loss: 1.113[ 0.62560182 0.401055 0.58929631 0.40466815 0.4482933 ] [ 0.49684279 0.59487061 0.27391034 0.70287999 0.3206793 ] [ 0.78547011 0.54944048 0.48409009 0.36456431 0.40036426] [ 0.12400949 0.48167501 0.44634138 0.854371 0.49053299] [ 0.62604685 0.5524419 0.48446144 0.43219645 0.42660031] [ 0.34694777 0.62373512 0.46794116 0.6717022 0.54656566] [ 0.209531 0.53125961 0.47749004 0.82947807 0.43021943] [ 0.26236208 0.50313525 0.53251205 0.8009077 0.52723155] [ 0.8837856 0.3989651 0.6610257 0.16508257 0.37869088] [ 0.88802819 0.3988068 0.53062572 0.27928089 0.34623969] [ 0.42983838 0.61288035 0.44362259 0.70389308 0.45068006] [ 0.48076255 0.49365209 0.38579513 0.58027436 0.30293658] [ 0.64610181 0.58748919 0.47927006 0.49744402 0.34011831] [ 0.89039339 0.44398318 0.51908189 0.21761262 0.35933054] [ 0.79786606 0.2356655 0.61468707 0.24806769 0.48926208] [ 0.61471775 0.53491403 0.50599949 0.53732467 0.42097229] [ 0.57725455 0.43240067 0.58666451 0.6734371 0.37077241] [ 0.75549384 0.43377548 0.62849434 0.33930958 0.43581597] [ 0.47974371 0.37929639 0.57699825 0.56829824 0.58675551] [ 0.32554432 0.67368528 0.35880738 0.79658741 0.45256562] [ 0.49453601 0.3935033 0.58661097 0.52653832 0.36171865] [ 0.16401625 0.61066778 0.40555984 0.89160612 0.46482392] [ 0.57174483 0.46054712 0.45111123 0.3404183 0.41040004] [ 0.50652937 0.48179823 0.55465328 0.45048452 0.64739932] [ 0.68929758 0.60382939 0.40341558 0.37634506 0.51412954] [ 0.51296472 0.48400733 0.58683993 0.43899926 0.45889201] [ 0.88463151 0.36563884 0.5178753 0.09383305 0.30698324] [ 0.58724759 0.42403104 0.38533422 0.420962 0.37598748] [ 0.54416812 0.59696334 0.47501796 0.57451734 0.50053437] [ 0.41737221 0.48703508 0.63657159 0.78437543 0.44866983] [ 0.22364773 0.68868382 0.39152516 0.85246444 0.51563257] [ 0.68095393 0.49334147 0.39308614 0.23817875 0.37151292] [ 0.22953866 0.51397301 0.4853546 0.79347242 0.38859744] [ 0.69162318 0.54942195 0.49408558 0.57207276 0.3385631 ] [ 0.36556983 0.46992481 0.52892954 0.52568827 0.65068873] [ 0.69807162 0.44111867 0.44788895 0.42865716 0.44054849] [ 0.11289261 0.59584595 0.45584809 0.82238756 0.4790769 ] [ 0.18160541 0.69785191 0.40959831 0.87219882 0.51964125] [ 0.2963775 0.47559527 0.47794143 0.79641683 0.48592969] [ 0.65768007 0.37938227 0.64538584 0.35169706 0.54018896] [ 0.41254616 0.51747152 0.55841461 0.57371764 0.39344565] [ 0.54760942 0.60392133 0.5230639 0.64120957 0.34890901] [ 0.5314365 0.4020086 0.47676128 0.6948346 0.31647878] [ 0.78726089 0.4366003 0.49803362 0.21810683 0.40924274] [ 0.35232516 0.6555925 0.29878561 0.71903523 0.48464971] [ 0.45228934 0.6256798 0.35896971 0.75074189 0.53190558] [ 0.80273991 0.4793399 0.57668443 0.41117552 0.31416886] [ 0.47567948 0.55803537 0.60116635 0.61887129 0.35467029] [ 0.73051792 0.43366293 0.38016105 0.34747427 0.31372941] [ 0.63008613 0.42029728 0.67510477 0.35287068 0.49144571] [ 0.42443692 0.40363 0.578589 0.63819592 0.49143306] [ 0.47971861 0.47192599 0.46703948 0.47689975 0.48338654] [ 0.79577854 0.33659766 0.55863871 0.22117981 0.40481352] [ 0.50600737 0.47802161 0.45646831 0.77200406 0.33586715] [ 0.87618308 0.3660475 0.6173687 0.13694254 0.31301292] [ 0.51252358 0.70045374 0.38143669 0.7590278 0.4601294 ] [ 0.29574811 0.59288008 0.44650001 0.79301307 0.44933441] [ 0.56449099 0.397702 0.41780099 0.75420271 0.4025396 ] [ 0.67254175 0.51233368 0.41866107 0.46399868 0.33030158] [ 0.61434973 0.51380401 0.54405644 0.46125388 0.48263522] [ 0.80162705 0.37427194 0.58273199 0.3461714 0.41007364] [ 0.40666336 0.57947016 0.41102413 0.49492015 0.49932266] [ 0.90668843 0.44963088 0.48584117 0.20543787 0.34880697] [ 0.20172676 0.4305756 0.49437308 0.724816 0.45843592] [ 0.71527256 0.33057312 0.44175546 0.42754047 0.40982086] [ 0.72420113 0.59135709 0.55069517 0.50618038 0.41905941] [ 0.18300584 0.62249176 0.51572301 0.82296682 0.56618411] [ 0.77967609 0.50194969 0.52277224 0.31163857 0.39002211] [ 0.28268466 0.57345833 0.48743641 0.79180863 0.48489328] [ 0.30203177 0.50949189 0.60898826 0.67981551 0.52613716] [ 0.08537021 0.52362472 0.33489695 0.9536879 0.52115787] [ 0.07521618 0.59784161 0.45190952 0.93211293 0.4874881 ] [ 0.77296218 0.38007946 0.47965644 0.25927471 0.42683099] [ 0.61906925 0.45476912 0.66044942 0.38367633 0.41597934] [ 0.60571929 0.65310569 0.36579158 0.55678608 0.47016334] [ 0.47769417 0.51679697 0.42375844 0.64362675 0.57943242] [ 0.39321046 0.40295096 0.54618184 0.59984018 0.42772893] [ 0.76746958 0.53535662 0.39004105 0.40390941 0.3087355 ] [ 0.40489556 0.47348251 0.45273625 0.47932337 0.45281983] [ 0.17766894 0.55868405 0.43881826 0.74004905 0.56024011] [ 0.09337146 0.46847636 0.42792217 0.92321764 0.63401165] [ 0.70789017 0.3415564 0.6517398 0.26169551 0.44545746] [ 0.48491411 0.58378548 0.30862027 0.65120716 0.38498425] [ 0.48573407 0.48945573 0.44110158 0.50539497 0.4755859 ] [ 0.81740118 0.4580991 0.55962363 0.3519423 0.45111085] [ 0.72495324 0.52017673 0.51291886 0.42421593 0.33452773] [ 0.27721638 0.53858475 0.47400733 0.83120813 0.48630159] [ 0.5421816 0.51194599 0.59940364 0.39212912 0.44899646] [ 0.27881147 0.54785282 0.49188626 0.46478047 0.46658244] [ 0.20836057 0.43904381 0.53978042 0.73502145 0.52660752] [ 0.55125401 0.51535423 0.44036089 0.41316951 0.39864625] [ 0.58135179 0.55470591 0.48519502 0.5058951 0.48661183] [ 0.08223581 0.64278625 0.439434 0.89862095 0.63317257] [ 0.15845886 0.58796468 0.42942859 0.92299922 0.51676473] [ 0.65673 0.29216588 0.57042984 0.61280783 0.40773544] [ 0.39702344 0.63503205 0.56817683 0.69639159 0.42563877] [ 0.52328539 0.44786842 0.56127333 0.63846076 0.31341097] [ 0.50750266 0.45811814 0.56602804 0.70963244 0.33933765] [ 0.47136636 0.48944745 0.41738911 0.3670221 0.37532395] [ 0.25775477 0.60144673 0.49252012 0.89841187 0.55447691] [ 0.46875468 0.48036028 0.47471817 0.72053292 0.31517328] [ 0.77643482 0.38996088 0.44182824 0.28913684 0.43246011] [ 0.69971646 0.58230285 0.38885015 0.61582393 0.35115191] [ 0.66610243 0.59821424 0.47534869 0.37044072 0.5647791 ] [ 0.4949249 0.47254178 0.52073613 0.69755152 0.36406553] [ 0.54416812 0.59696334 0.47501796 0.57451734 0.50053437] [ 0.62999784 0.60549623 0.39790632 0.48105528 0.50727023] [ 0.77261241 0.48853431 0.31062283 0.38987694 0.31054727] [ 0.46796433 0.4502685 0.42602666 0.56998612 0.61364001] [ 0.53697448 0.54480464 0.61362884 0.49103859 0.47417222] [ 0.4279685 0.66757301 0.26220284 0.82690165 0.44647145] [ 0.43873153 0.55427564 0.51086243 0.49374626 0.4313384 ] [ 0.24678887 0.63536195 0.27651698 0.66933245 0.42785058] [ 0.41379424 0.50701005 0.44438229 0.66216352 0.45121711] [ 0.45358617 0.52755225 0.35829358 0.5942969 0.48289937] [ 0.29167836 0.43613312 0.52576776 0.51509597 0.63370194] [ 0.43587476 0.45935597 0.5267862 0.49461923 0.54384322] [ 0.75806175 0.44527144 0.61037651 0.41424411 0.42628941] [ 0.62723534 0.5119536 0.39697899 0.51813231 0.31361579] [ 0.39336786 0.41278221 0.49974687 0.70950085 0.38201407] [ 0.20829083 0.64911681 0.42390515 0.75580204 0.44983549] [ 0.39657615 0.44067315 0.45964213 0.66448781 0.49640682] [ 0.70358672 0.47933545 0.52851852 0.53040423 0.3579841 ] [ 0.58049728 0.36015214 0.62074506 0.54033867 0.34901581] [ 0.89528844 0.33217757 0.61065575 0.2878891 0.32272283] [ 0.32941202 0.48474937 0.53175341 0.65923946 0.38736117] [ 0.6846936 0.45636838 0.663927 0.28080001 0.47606918] [ 0.82564367 0.46059915 0.41077956 0.44061984 0.30828431] Progress: 20.5% ... Training loss: 0.646 ... Validation loss: 1.114[ 0.73009484 0.44011972 0.50857872 0.37324178 0.41477644] [ 0.27483476 0.68754268 0.393028 0.86971226 0.49879693] [ 0.45297505 0.47872728 0.55508747 0.42438646 0.6323077 ] [ 0.34382791 0.5146973 0.50672559 0.61345967 0.58784466] [ 0.55225271 0.43967757 0.60145219 0.59675194 0.44752576] [ 0.44472653 0.44372373 0.58709661 0.61481836 0.33804627] [ 0.61373027 0.55371659 0.56376926 0.51766766 0.29548095] [ 0.8445603 0.34637173 0.67695966 0.2097309 0.44158345] [ 0.70060616 0.51263723 0.535189 0.53610211 0.40651706] [ 0.20863169 0.52223265 0.33351018 0.84180585 0.40319545] [ 0.53873351 0.49641191 0.60248568 0.57773172 0.5583017 ] [ 0.15605851 0.59988849 0.48185583 0.86102821 0.55962959] [ 0.4605925 0.46047499 0.5016891 0.51130874 0.42258734] [ 0.68091121 0.52742787 0.38311935 0.47332043 0.45491967] [ 0.86978662 0.28734012 0.42803154 0.25902283 0.32970191] [ 0.52279131 0.3966836 0.53850961 0.46321701 0.51080485] [ 0.82770254 0.35854668 0.56188891 0.13377496 0.28055 ] [ 0.52855274 0.43866183 0.64258725 0.6611244 0.37515642] [ 0.75540379 0.3100231 0.70431282 0.24298235 0.35454569] [ 0.35345072 0.5520681 0.39068225 0.81834275 0.58613262] [ 0.57072368 0.59628181 0.60319243 0.4555068 0.52840829] [ 0.4227292 0.46284667 0.52113922 0.41150749 0.4351138 ] [ 0.32784581 0.4885933 0.57086234 0.71010578 0.45002227] [ 0.78156442 0.37671261 0.6815569 0.32273995 0.43191875] [ 0.35233739 0.58303268 0.43167382 0.47060826 0.53658851] [ 0.56566127 0.57657901 0.40815715 0.47931473 0.38036206] [ 0.55248172 0.57171311 0.47070044 0.69268433 0.40801265] [ 0.47869401 0.57478237 0.44786028 0.58521765 0.42705282] [ 0.45778005 0.50446775 0.55579904 0.7289137 0.46245259] [ 0.19577884 0.4518026 0.58033893 0.70596516 0.52795033] [ 0.64131352 0.31144619 0.54170458 0.49773255 0.38350658] [ 0.40568295 0.45392597 0.50904192 0.61118987 0.4245412 ] [ 0.52710372 0.52489435 0.48910793 0.57886353 0.32560821] [ 0.41980597 0.49468902 0.38687897 0.77922826 0.34990269] [ 0.63450409 0.52566546 0.5288499 0.43227961 0.44439715] [ 0.56810706 0.51026872 0.55116408 0.53915285 0.44920724] [ 0.55445413 0.40104236 0.45170762 0.58560354 0.45682265] [ 0.59310698 0.49974096 0.56761918 0.44072946 0.43935336] [ 0.58618696 0.64265162 0.51867559 0.53653708 0.46574946] [ 0.49626509 0.41713336 0.49646909 0.49012745 0.47586549] [ 0.56012688 0.46095691 0.39937586 0.44240107 0.44958102] [ 0.2449682 0.66014317 0.36758676 0.71513808 0.48259517] [ 0.47541079 0.72895286 0.503122 0.71993846 0.56673638] [ 0.55095287 0.52796361 0.44156142 0.54312656 0.31495886] [ 0.24450465 0.413622 0.45062844 0.77528186 0.49432169] [ 0.13931431 0.54219481 0.40158862 0.86142461 0.45660177] [ 0.40545553 0.50401548 0.35192938 0.5842387 0.50076548] [ 0.24712533 0.48147591 0.49432664 0.60852129 0.57524603] [ 0.1886471 0.56682959 0.3666738 0.85701793 0.50718353] [ 0.60265529 0.38550827 0.50836452 0.51477543 0.48809238] [ 0.5189808 0.58120753 0.36797686 0.48518021 0.53026331] [ 0.24618692 0.49340209 0.46152031 0.77643991 0.65144905] [ 0.36860309 0.48901581 0.51011117 0.47103975 0.52400595] [ 0.56971387 0.4534565 0.57895441 0.55762435 0.43643803] [ 0.4398495 0.42762912 0.46321683 0.65500599 0.28580978] [ 0.68870263 0.37434945 0.53463895 0.31462949 0.38549023] [ 0.66755747 0.40811914 0.34441304 0.50017133 0.32480517] [ 0.15970733 0.56202696 0.52996225 0.83835681 0.42335296] [ 0.53883073 0.56308752 0.45552039 0.7216587 0.41648756] [ 0.75922167 0.4133439 0.52015708 0.24714035 0.42310785] [ 0.33847746 0.60958501 0.33101608 0.73881583 0.29823695] [ 0.64326498 0.48647372 0.50591957 0.29859312 0.45362118] [ 0.79674073 0.44945552 0.40374811 0.47470323 0.36984852] [ 0.72922244 0.5550411 0.45141689 0.39099898 0.32330179] [ 0.26016798 0.56720825 0.4343742 0.74042889 0.6494556 ] [ 0.48944495 0.62647484 0.32933084 0.50482143 0.39316667] [ 0.45792734 0.5533321 0.42528652 0.70829189 0.59536391] [ 0.68663422 0.38881455 0.54615663 0.39182977 0.33289702] [ 0.45872045 0.4702541 0.51883913 0.76986081 0.42391353] [ 0.5801064 0.49591688 0.4949884 0.51486313 0.41124124] [ 0.25646024 0.55440721 0.40590235 0.5942747 0.49430554] [ 0.64222132 0.45871999 0.43178174 0.39805263 0.40737615] [ 0.54101473 0.51379092 0.44338515 0.53020942 0.55184789] [ 0.82564119 0.28514277 0.59330346 0.29668939 0.4583216 ] [ 0.61528167 0.36614679 0.50701325 0.35611915 0.50367523] [ 0.54468372 0.39186172 0.49120266 0.50350779 0.34256512] [ 0.30358304 0.47176034 0.53213627 0.58332241 0.37422591] [ 0.26803758 0.63565976 0.3620834 0.77857505 0.5778577 ] [ 0.49614818 0.54463022 0.51773755 0.54127849 0.54747742] [ 0.53604394 0.67570792 0.33128751 0.65523831 0.47863619] [ 0.42396287 0.44772848 0.46363201 0.83790471 0.35651367] [ 0.82670358 0.30920829 0.67763168 0.1481604 0.42239022] [ 0.49202312 0.39714555 0.45659599 0.68602173 0.30903977] [ 0.49206266 0.44206811 0.57705832 0.68204456 0.45773296] [ 0.2483413 0.48634098 0.42459027 0.74958537 0.54152149] [ 0.47195986 0.48013628 0.48261156 0.5511304 0.56621749] [ 0.61783816 0.51560353 0.42334179 0.42692104 0.40456645] [ 0.16103147 0.62030504 0.49442822 0.93588621 0.53266659] [ 0.35582672 0.41929001 0.43681676 0.77133065 0.39915443] [ 0.33041893 0.59694775 0.45029911 0.60204525 0.47364068] [ 0.84104096 0.43767631 0.62377835 0.20372959 0.47115088] [ 0.72448204 0.42736558 0.34324724 0.29724991 0.33359094] [ 0.6632967 0.51073151 0.54151279 0.45111864 0.48496273] [ 0.58685441 0.4095929 0.60845886 0.28977797 0.51921211] [ 0.20177798 0.54172043 0.45796857 0.65814814 0.46157934] [ 0.40989923 0.4408247 0.51570015 0.55522027 0.37881836] [ 0.20763682 0.57403156 0.46240466 0.78206421 0.58515372] [ 0.77652175 0.28610145 0.52598849 0.22023451 0.37843998] [ 0.54826823 0.62411088 0.5254746 0.49931118 0.35541591] [ 0.78969517 0.42564631 0.57493164 0.20208599 0.4590685 ] [ 0.35910786 0.66664296 0.30040665 0.73713662 0.47441518] [ 0.52829978 0.31140678 0.55177818 0.74595663 0.4266688 ] [ 0.27356014 0.5769132 0.44258301 0.5643408 0.53956617] [ 0.36015486 0.53493814 0.42564068 0.63738951 0.39749293] [ 0.27632689 0.51040368 0.36932286 0.62924929 0.47674122] [ 0.3447905 0.42556528 0.59402492 0.72006437 0.42786952] [ 0.61519225 0.3121957 0.5848776 0.34942588 0.59306246] [ 0.51189091 0.42576077 0.47499844 0.67832548 0.32065951] [ 0.55019522 0.50603398 0.50250914 0.42245464 0.42715393] [ 0.72812533 0.37848478 0.60423823 0.2516774 0.33210486] [ 0.49145674 0.602936 0.4674799 0.66080004 0.5274176 ] [ 0.21027398 0.42554864 0.38297538 0.78649819 0.47991717] [ 0.44142357 0.38460097 0.59629013 0.5986072 0.60320909] [ 0.65965288 0.41016969 0.36278176 0.47539329 0.39058295] [ 0.71208897 0.66396566 0.45482084 0.46833716 0.37865346] [ 0.47612037 0.45073207 0.48307217 0.44923449 0.43938879] [ 0.30236581 0.64984333 0.42232742 0.69380421 0.49259645] [ 0.79468272 0.42710982 0.596333 0.1961176 0.47124304] [ 0.51626367 0.56965618 0.39751483 0.56166971 0.51641445] [ 0.33845954 0.62666679 0.41486486 0.51506406 0.4964671 ] [ 0.18776799 0.63171232 0.38164786 0.67389642 0.46514087] [ 0.27864207 0.64968643 0.46949363 0.81197905 0.53902747] [ 0.44126736 0.50867878 0.47486363 0.44591118 0.44745712] [ 0.6874072 0.35816252 0.41367321 0.31294585 0.38267561] [ 0.48817322 0.451635 0.54850987 0.50366662 0.54061083] [ 0.8428437 0.32459562 0.62524472 0.19150124 0.46411292] [ 0.55001779 0.55245547 0.43610845 0.69715309 0.34583978] [ 0.73988066 0.39328863 0.44628517 0.27142668 0.39869381] Progress: 20.6% ... Training loss: 0.646 ... Validation loss: 1.116[ 0.65205286 0.46671678 0.43697198 0.42488206 0.35162084] [ 0.65746189 0.46531986 0.43536109 0.35689424 0.35244055] [ 0.81493998 0.3983723 0.4953582 0.37117466 0.42642031] [ 0.40194807 0.68381323 0.41278646 0.7345715 0.46067308] [ 0.61144104 0.57469447 0.37255836 0.46171766 0.3554195 ] [ 0.28358322 0.59577513 0.37600571 0.80933462 0.60554798] [ 0.19188736 0.71523512 0.35576645 0.83497142 0.58583381] [ 0.634709 0.50982016 0.43078682 0.45178418 0.39146172] [ 0.30672579 0.54114776 0.48478785 0.88691484 0.44219743] [ 0.45064054 0.5377097 0.46352665 0.66828796 0.48371674] [ 0.09883463 0.62441367 0.52658275 0.9092615 0.4106448 ] [ 0.74856272 0.37045276 0.58932033 0.23139208 0.41333684] [ 0.31171989 0.64826385 0.54051779 0.63993033 0.53539091] [ 0.4043792 0.40924803 0.52078109 0.66311384 0.38540307] [ 0.1105844 0.57559851 0.35221264 0.94617148 0.64727115] [ 0.551014 0.51841941 0.58866806 0.54798836 0.44704461] [ 0.2085327 0.61771141 0.50926728 0.86480181 0.44293906] [ 0.45455944 0.42631487 0.50270095 0.45195978 0.51704432] [ 0.57505064 0.43614423 0.53555082 0.57189925 0.42236851] [ 0.42934126 0.51379921 0.46063945 0.59528044 0.47197271] [ 0.23083204 0.65326351 0.30241217 0.87849596 0.53916673] [ 0.14543442 0.46913725 0.38220443 0.81646633 0.5283297 ] [ 0.72932654 0.49844112 0.41153369 0.30203101 0.33411277] [ 0.42276048 0.40966577 0.37689137 0.79665069 0.36936328] [ 0.64888513 0.44089298 0.4148107 0.59346329 0.42879262] [ 0.54767543 0.45042204 0.47787992 0.75861281 0.3163425 ] [ 0.51925631 0.48952772 0.66843232 0.51370871 0.49489149] [ 0.71152678 0.43227278 0.54233984 0.40694848 0.42557881] [ 0.48210118 0.42357326 0.47226274 0.64046763 0.49688384] [ 0.5031159 0.49524382 0.39479352 0.4920106 0.43349379] [ 0.52375797 0.29412401 0.47718327 0.59828067 0.30384528] [ 0.25155335 0.62449615 0.43382231 0.6544974 0.56388454] [ 0.46648145 0.50431949 0.44883632 0.71375383 0.2659592 ] [ 0.2879531 0.51428196 0.41664294 0.6528789 0.70048404] [ 0.48715421 0.55176203 0.3682867 0.63229917 0.22911096] [ 0.24518081 0.4516477 0.402186 0.87045646 0.49296528] [ 0.25540909 0.46428773 0.55751919 0.82547874 0.53646088] [ 0.36813273 0.38995394 0.56948593 0.51370159 0.5804259 ] [ 0.67304183 0.48643062 0.67811959 0.46261173 0.43557272] [ 0.62890233 0.32545399 0.45434174 0.35800306 0.47113925] [ 0.8298086 0.25541952 0.55859247 0.1056991 0.39467443] [ 0.43019218 0.58897398 0.46764185 0.68775715 0.38219446] [ 0.76607793 0.37086532 0.46893673 0.29618984 0.37690939] [ 0.57926799 0.46834929 0.53743094 0.6164359 0.34769021] [ 0.63819072 0.44739322 0.54200773 0.57931002 0.32320205] [ 0.21185001 0.560614 0.5899611 0.82265169 0.44206146] [ 0.86650153 0.38910167 0.43921459 0.19158374 0.34935881] [ 0.39256322 0.45924434 0.46507437 0.74247825 0.42417777] [ 0.4130911 0.43438949 0.48798995 0.63204003 0.39229033] [ 0.20723025 0.53103254 0.52175949 0.82582529 0.45825474] [ 0.2603702 0.5642499 0.42057068 0.56049211 0.50737313] [ 0.76727893 0.68496875 0.41565742 0.63028014 0.3127945 ] [ 0.61987293 0.35918327 0.52496188 0.3460039 0.45971586] [ 0.66949981 0.37221337 0.47851067 0.16227157 0.39212486] [ 0.22820139 0.60717505 0.42449759 0.8714157 0.65120934] [ 0.3940438 0.57499813 0.31313753 0.68551257 0.41635814] [ 0.75591372 0.3653553 0.54790569 0.21797101 0.47058499] [ 0.3990619 0.63184143 0.40186007 0.77940073 0.32874157] [ 0.42300684 0.45148399 0.5301832 0.64529794 0.41213751] [ 0.46847582 0.48205581 0.51306028 0.69206573 0.39280055] [ 0.2924328 0.51809986 0.51366846 0.52827514 0.51346991] [ 0.55868226 0.55089323 0.58398018 0.5413149 0.41222383] [ 0.19691763 0.53253722 0.5040917 0.90644972 0.63212371] [ 0.42572113 0.53224959 0.37447202 0.74025181 0.27507517] [ 0.68561168 0.47515025 0.50422285 0.36992202 0.42483049] [ 0.49592052 0.55636414 0.47120777 0.76835683 0.3553378 ] [ 0.79752092 0.45831139 0.61891304 0.40787933 0.36392113] [ 0.83220973 0.40489078 0.66729136 0.24813877 0.45532124] [ 0.38578119 0.46069409 0.67569628 0.64823678 0.56650923] [ 0.69262972 0.50096492 0.49362951 0.45477897 0.38487211] [ 0.2403081 0.56116658 0.61887323 0.68718875 0.68701241] [ 0.19035366 0.68567769 0.48098681 0.77230445 0.53364569] [ 0.31090067 0.52793084 0.49918104 0.74527842 0.537751 ] [ 0.7177167 0.39790144 0.54958901 0.2721528 0.54002752] [ 0.54276969 0.52655946 0.33073293 0.65164928 0.40536777] [ 0.45194624 0.44104302 0.60820429 0.81744004 0.4077705 ] [ 0.51262051 0.42554849 0.47508425 0.67800677 0.32058653] [ 0.62821696 0.42809982 0.62540882 0.33973021 0.52621043] [ 0.8552412 0.3495608 0.56579935 0.15814262 0.39545707] [ 0.32028262 0.65068962 0.47626552 0.69678114 0.47927654] [ 0.17943325 0.71178263 0.46797655 0.85773848 0.58903273] [ 0.59868658 0.46667811 0.40356634 0.69781286 0.51877486] [ 0.33985227 0.60019838 0.60030194 0.57907279 0.54102868] [ 0.60455756 0.41544361 0.32062435 0.62896747 0.35915832] [ 0.38154394 0.66492834 0.51666033 0.71610278 0.55113532] [ 0.80365197 0.4569084 0.39980544 0.35962007 0.38846668] [ 0.70802756 0.34740564 0.40280139 0.38218708 0.34943945] [ 0.26803297 0.63574094 0.36206932 0.77858568 0.57787695] [ 0.62470082 0.53864639 0.36697783 0.52698108 0.30046025] [ 0.41991321 0.48602906 0.4981892 0.68566102 0.40192804] [ 0.7627561 0.41251777 0.50945422 0.36608831 0.41872259] [ 0.74021465 0.23387535 0.50752278 0.24801651 0.45168509] [ 0.48483756 0.49409696 0.47893117 0.4455558 0.51204809] [ 0.85578129 0.33285425 0.60216019 0.24077339 0.38220021] [ 0.38232776 0.57212078 0.49962831 0.82861845 0.41164873] [ 0.84798845 0.29779344 0.58639153 0.10937964 0.34442268] [ 0.38832227 0.46931226 0.53155112 0.50514254 0.59394483] [ 0.38726857 0.5001924 0.42006247 0.60132429 0.55054448] [ 0.69887843 0.40874628 0.59404838 0.50573576 0.37903623] [ 0.74742192 0.45620059 0.48553129 0.35589645 0.33308612] [ 0.82717698 0.4079231 0.58640608 0.24187411 0.3952477 ] [ 0.13662271 0.50167293 0.40988065 0.76350217 0.59529566] [ 0.58970631 0.53840375 0.48795985 0.62755578 0.41089538] [ 0.3809814 0.46875873 0.50675973 0.66582063 0.38149522] [ 0.53631287 0.37656789 0.65027569 0.53991645 0.41705605] [ 0.48396722 0.5112156 0.40092637 0.4914955 0.31371747] [ 0.28386963 0.58067576 0.39139028 0.77768845 0.58802787] [ 0.45174816 0.52408144 0.33328574 0.53902589 0.45308593] [ 0.79513738 0.42035888 0.46099474 0.36446028 0.42207814] [ 0.28348864 0.70126377 0.40979003 0.82973776 0.37553693] [ 0.13407026 0.70375307 0.43945918 0.79109675 0.50534275] [ 0.41534637 0.51866596 0.50067087 0.42832539 0.48666828] [ 0.32131823 0.44681254 0.59297169 0.73619147 0.51961698] [ 0.77405103 0.4209364 0.42106428 0.24211289 0.33295128] [ 0.19649184 0.54999636 0.46596266 0.89770005 0.6576846 ] [ 0.36452183 0.60097629 0.45534029 0.72664214 0.62430375] [ 0.19580424 0.55074924 0.45082699 0.85212384 0.49759125] [ 0.5699715 0.3201735 0.61624682 0.26094549 0.5077651 ] [ 0.28238516 0.61599026 0.44308466 0.7818789 0.42491831] [ 0.82195074 0.44263533 0.39952043 0.35212227 0.33607514] [ 0.63375647 0.55197733 0.45809796 0.51235036 0.50168993] [ 0.43256713 0.54059137 0.45594984 0.68037875 0.46225804] [ 0.72605845 0.41031672 0.56118999 0.12878244 0.51733754] [ 0.75704387 0.55249422 0.45764648 0.36372408 0.46288606] [ 0.60156673 0.43568229 0.37853763 0.47358384 0.57588416] [ 0.40871295 0.58869664 0.36660623 0.68105033 0.53518314] [ 0.35672161 0.57614147 0.48810328 0.59904769 0.39855249] [ 0.82655279 0.31308974 0.45312795 0.31262423 0.37257293] Progress: 20.6% ... Training loss: 0.645 ... Validation loss: 1.120[ 0.36896663 0.56940281 0.48599945 0.72678555 0.56590497] [ 0.32121193 0.52863283 0.49227015 0.81644809 0.48540449] [ 0.77908264 0.35775601 0.60325481 0.20912186 0.34488025] [ 0.46154751 0.43578435 0.54162744 0.34930524 0.61585067] [ 0.38985007 0.57833171 0.57843117 0.72259552 0.47023202] [ 0.54645095 0.50410665 0.4012316 0.34618911 0.35682486] [ 0.34199353 0.45125519 0.47192967 0.68828516 0.63742942] [ 0.61102081 0.45514432 0.37423324 0.55819489 0.41098336] [ 0.65365521 0.44277883 0.56951728 0.50558993 0.41019349] [ 0.26883495 0.50056088 0.3674568 0.74921665 0.60172956] [ 0.69335961 0.49957806 0.55344594 0.42362964 0.49732334] [ 0.44207178 0.48594469 0.66080241 0.69926961 0.44891322] [ 0.27247947 0.51131915 0.5009837 0.83772173 0.48606203] [ 0.22209374 0.49850926 0.41052008 0.83626713 0.42700725] [ 0.77525938 0.45777588 0.50230463 0.1797401 0.40231785] [ 0.66469921 0.36214506 0.55486492 0.41341797 0.4606926 ] [ 0.52319791 0.50237247 0.47028502 0.37725074 0.40721873] [ 0.34320694 0.53864149 0.39108086 0.75161721 0.31344225] [ 0.29195815 0.6498552 0.28337238 0.67031556 0.48358416] [ 0.54905795 0.52809653 0.50870165 0.62888138 0.50749212] [ 0.58984958 0.59326187 0.57672522 0.41436117 0.5237688 ] [ 0.51954176 0.39553163 0.62247689 0.5082065 0.42372858] [ 0.54260407 0.5292766 0.5600079 0.56697189 0.5448538 ] [ 0.62246465 0.36864665 0.47977642 0.47877831 0.45060257] [ 0.50538448 0.61462908 0.35341492 0.57429599 0.402982 ] [ 0.64379584 0.47682736 0.48208794 0.37714493 0.48503661] [ 0.27896509 0.53790315 0.47427218 0.83067483 0.48604126] [ 0.78293248 0.41891895 0.72274555 0.17947371 0.45804879] [ 0.65379793 0.48180958 0.44826055 0.41927845 0.48368959] [ 0.69591583 0.52822457 0.49934658 0.46150092 0.37791324] [ 0.47069615 0.72413892 0.33286061 0.84364642 0.35311032] [ 0.23977071 0.54557312 0.44617974 0.79913127 0.63748797] [ 0.13959051 0.58729873 0.52178879 0.89345856 0.54033986] [ 0.26821152 0.60017038 0.41794917 0.64437787 0.50551649] [ 0.32618832 0.52330351 0.46866951 0.5928592 0.42472746] [ 0.70446657 0.33694484 0.53331092 0.27719278 0.32621124] [ 0.60231126 0.55865037 0.36883769 0.53532238 0.39462036] [ 0.61732727 0.5066269 0.42572878 0.47675595 0.42792996] [ 0.38567386 0.49912696 0.45630152 0.61062763 0.39279801] [ 0.27674447 0.50771127 0.49417194 0.68403071 0.38829825] [ 0.22828767 0.6776423 0.31578392 0.74230534 0.53780309] [ 0.71000254 0.53009348 0.40738102 0.45189611 0.44542484] [ 0.56907254 0.492867 0.46125176 0.47055389 0.41176443] [ 0.35685101 0.59153014 0.47424433 0.63830628 0.48184796] [ 0.54317642 0.49636203 0.56579775 0.61159647 0.51575435] [ 0.71000182 0.4619247 0.40068482 0.44021057 0.33257491] [ 0.59716843 0.42312905 0.58525559 0.67391148 0.34085556] [ 0.71792867 0.5858435 0.5856218 0.2348895 0.518256 ] [ 0.2594262 0.54996491 0.52667565 0.7940522 0.46718323] [ 0.69855118 0.36721976 0.57738231 0.39088369 0.4306998 ] [ 0.58673517 0.54455525 0.40864207 0.70278293 0.50028045] [ 0.4273038 0.60907916 0.25042365 0.76349915 0.37693312] [ 0.52652843 0.50706891 0.57552951 0.59118552 0.50833838] [ 0.40046059 0.57264058 0.58419267 0.59598016 0.48537097] [ 0.16110686 0.48354281 0.4388502 0.93306959 0.61378117] [ 0.43115567 0.52937829 0.63738925 0.4616923 0.57158322] [ 0.68821591 0.48455634 0.54005121 0.39654983 0.38239469] [ 0.24253546 0.74346369 0.28030583 0.84351559 0.55364211] [ 0.12053278 0.64674356 0.47191712 0.80648972 0.47083221] [ 0.1504725 0.61865378 0.36622933 0.84557956 0.5110685 ] [ 0.40412245 0.55107044 0.49690949 0.64518927 0.54006365] [ 0.52900247 0.45769647 0.49516285 0.6920298 0.34271428] [ 0.08860105 0.55969437 0.62553304 0.8504052 0.74555913] [ 0.69160139 0.5192818 0.36949107 0.59550339 0.46968507] [ 0.70138862 0.50674127 0.54171377 0.37712349 0.4851055 ] [ 0.51642457 0.50559908 0.41546556 0.5972609 0.33581508] [ 0.54409986 0.41594584 0.38128582 0.47439167 0.3757869 ] [ 0.21519164 0.66243117 0.31839333 0.86500079 0.54509956] [ 0.64752436 0.34652639 0.54868365 0.35940911 0.4603565 ] [ 0.28146855 0.54815537 0.55683512 0.71902282 0.45964763] [ 0.50446683 0.48213342 0.55194329 0.47143407 0.4820154 ] [ 0.68055332 0.40170652 0.5605846 0.2258025 0.61416637] [ 0.31569272 0.33804638 0.45726459 0.69653254 0.4300928 ] [ 0.33365025 0.58108158 0.45476857 0.64063437 0.38155338] [ 0.64789404 0.49201841 0.40657109 0.37209121 0.39429367] [ 0.38207929 0.66453136 0.53132632 0.67945012 0.61915939] [ 0.82051022 0.4084277 0.56631126 0.37802828 0.47871138] [ 0.36680927 0.65361288 0.52880204 0.73348976 0.5600143 ] [ 0.83167552 0.39613234 0.55866008 0.38106423 0.39051487] [ 0.32396461 0.59816845 0.46176215 0.6194454 0.37711929] [ 0.77400041 0.42094839 0.42105962 0.24208106 0.33295964] [ 0.83490843 0.37622702 0.54629771 0.24930981 0.42500935] [ 0.21490278 0.61167458 0.53454164 0.82815286 0.55864072] [ 0.57586214 0.51841767 0.45479383 0.56160516 0.49055826] [ 0.28174991 0.67759215 0.47350577 0.75177175 0.52655739] [ 0.72638201 0.45111346 0.40772488 0.2408845 0.31409577] [ 0.64498049 0.40328188 0.50244375 0.41295201 0.45357817] [ 0.57814413 0.41683812 0.67048726 0.50590109 0.42836664] [ 0.75500117 0.4341223 0.38412232 0.38588056 0.33600067] [ 0.86994706 0.38182399 0.58428996 0.17428251 0.44753233] [ 0.22448835 0.51696623 0.51145517 0.87619722 0.58678979] [ 0.21077041 0.58235398 0.45474708 0.83627995 0.44085385] [ 0.13647613 0.55991186 0.40621937 0.85389764 0.46094261] [ 0.82999183 0.47031064 0.51912467 0.38485376 0.39633016] [ 0.4780258 0.50902518 0.42280291 0.66629029 0.33534458] [ 0.11665672 0.63428496 0.30289407 0.93616301 0.45994523] [ 0.54404905 0.38821584 0.5258124 0.72436985 0.40885803] [ 0.68206712 0.47445995 0.46926638 0.38682549 0.42022694] [ 0.82585622 0.34605172 0.60887816 0.19862411 0.4001647 ] [ 0.28487722 0.45706068 0.55313175 0.75397837 0.6401204 ] [ 0.85211853 0.36581938 0.53743822 0.09786184 0.43258677] [ 0.64095378 0.5033476 0.57951524 0.56834283 0.50078499] [ 0.56269173 0.42880638 0.5898123 0.42400339 0.49310446] [ 0.13557279 0.63264451 0.3211013 0.94891523 0.47524235] [ 0.35500837 0.5317046 0.53453734 0.73679843 0.42865242] [ 0.58570584 0.54038449 0.47546116 0.44744685 0.43518001] [ 0.3379561 0.62104327 0.37816649 0.6922751 0.5407925 ] [ 0.46001913 0.46630827 0.52627833 0.45826933 0.28862879] [ 0.81000651 0.41333086 0.61003333 0.22595994 0.44076877] [ 0.78951725 0.42574633 0.57488673 0.20207175 0.45911074] [ 0.34920601 0.47352892 0.57422905 0.72235795 0.53522548] [ 0.81954237 0.45645484 0.44141136 0.36589459 0.36493221] [ 0.27455071 0.46160336 0.5224922 0.86713049 0.58879134] [ 0.57807493 0.37293817 0.49183848 0.33960325 0.51489476] [ 0.4797735 0.47209209 0.46696905 0.47694697 0.48346797] [ 0.663506 0.59159577 0.49318602 0.58765155 0.39591722] [ 0.20398904 0.47714772 0.55963606 0.72101895 0.54868361] [ 0.73499612 0.38142536 0.43268991 0.24701213 0.3907317 ] [ 0.76836167 0.49118809 0.33913684 0.36737884 0.32450469] [ 0.32239874 0.5032129 0.56273758 0.71086112 0.37342671] [ 0.28868958 0.60454454 0.4940641 0.6173212 0.47622806] [ 0.53923298 0.43819253 0.53069643 0.59769358 0.37014835] [ 0.434399 0.52406656 0.55346479 0.59624045 0.36601645] [ 0.61481709 0.27084457 0.54792382 0.34900263 0.47577015] [ 0.06434596 0.66493619 0.4169844 0.94164737 0.58719835] [ 0.83127063 0.42137092 0.63404599 0.20888243 0.48032481] [ 0.57163047 0.52152179 0.44661237 0.6780418 0.42734539] [ 0.69644945 0.55235179 0.57773328 0.33562206 0.53162018] Progress: 20.6% ... Training loss: 0.645 ... Validation loss: 1.119[ 0.1503662 0.48383711 0.46874044 0.88679677 0.52898114] [ 0.41461996 0.46938059 0.57568169 0.4289674 0.55269453] [ 0.67022163 0.51803051 0.51549347 0.63526485 0.38823408] [ 0.55388668 0.41627699 0.46001497 0.35333973 0.4568729 ] [ 0.3481366 0.67882373 0.32882866 0.72652952 0.47771311] [ 0.23974427 0.62058845 0.34967619 0.76888369 0.5495918 ] [ 0.19952426 0.65056433 0.34917316 0.7367958 0.56576822] [ 0.72076287 0.38110622 0.46973879 0.46567898 0.47457108] [ 0.77762238 0.49370948 0.4877296 0.30532092 0.37705504] [ 0.26952188 0.64848178 0.30529245 0.80889449 0.56606864] [ 0.90803623 0.30194132 0.48967826 0.15913253 0.41835369] [ 0.29977397 0.51107146 0.46993993 0.79486723 0.38134713] [ 0.58081562 0.40687988 0.45915628 0.2376447 0.44535592] [ 0.28940991 0.43066127 0.54226936 0.82701596 0.46126862] [ 0.21619287 0.49664348 0.47274688 0.74912164 0.44726795] [ 0.70019418 0.42713294 0.44692942 0.12726336 0.34627372] [ 0.45473802 0.45200492 0.59004228 0.60519758 0.46983439] [ 0.23440714 0.58927761 0.38853166 0.76744679 0.54495406] [ 0.43248738 0.51513341 0.55991463 0.66666462 0.60791691] [ 0.36886664 0.52950359 0.45612021 0.54870186 0.51875051] [ 0.51227312 0.45436708 0.5075106 0.66284483 0.59937179] [ 0.21925783 0.46631707 0.41547935 0.8653132 0.4234228 ] [ 0.69976427 0.44031892 0.4481944 0.42742549 0.44022339] [ 0.71083118 0.34078675 0.45932237 0.38844029 0.49772386] [ 0.86953935 0.38762017 0.38528341 0.11926856 0.23454149] [ 0.41718981 0.48532614 0.55347964 0.45804696 0.40551181] [ 0.54358597 0.52757922 0.54117415 0.38049503 0.47764021] [ 0.44476602 0.45990089 0.66481184 0.61359713 0.46646956] [ 0.82326384 0.37734557 0.49060103 0.14614522 0.25165564] [ 0.71932716 0.47627675 0.62165789 0.48448918 0.47928951] [ 0.51681589 0.67169148 0.4182374 0.57874137 0.41366032] [ 0.80409315 0.25714736 0.46958071 0.2498759 0.3744189 ] [ 0.56773046 0.47548237 0.40698361 0.37194061 0.48766486] [ 0.12447854 0.56736791 0.4677806 0.87401987 0.56075091] [ 0.43929919 0.5710044 0.57775671 0.67433981 0.37372649] [ 0.21010822 0.43313014 0.5403607 0.77474881 0.63829181] [ 0.32460507 0.54331596 0.33253926 0.58729224 0.47239564] [ 0.37379292 0.65401214 0.36820382 0.83279555 0.54756869] [ 0.56145646 0.46489355 0.53279306 0.40183584 0.38610476] [ 0.48701302 0.51693671 0.52327618 0.51745438 0.41145068] [ 0.61219125 0.42177889 0.5804797 0.41873947 0.54781181] [ 0.38868665 0.44101835 0.5058207 0.62751056 0.42218012] [ 0.11256554 0.60374967 0.40986168 0.91009454 0.42800982] [ 0.89835183 0.30653242 0.64238185 0.13912108 0.33431776] [ 0.33943209 0.57855315 0.30793741 0.74882658 0.55028414] [ 0.3837463 0.57164354 0.49982594 0.82821294 0.4114751 ] [ 0.42799853 0.48742006 0.4881902 0.70545356 0.36968712] [ 0.27319746 0.44746533 0.51787355 0.73853649 0.57179596] [ 0.37374266 0.45686516 0.52761438 0.80854206 0.49622505] [ 0.07547475 0.59788621 0.45192412 0.93211791 0.48754884] [ 0.45843273 0.40505354 0.58576774 0.53447581 0.52184443] [ 0.56709095 0.48812072 0.43241415 0.60355965 0.34062534] [ 0.81973828 0.49517187 0.4092229 0.464856 0.37337478] [ 0.18929199 0.67402098 0.33766834 0.81223879 0.48689069] [ 0.86610675 0.37098686 0.5308791 0.16293384 0.42377942] [ 0.49432352 0.53296946 0.49093193 0.5799806 0.6284902 ] [ 0.37238196 0.47189805 0.51328451 0.78493412 0.51423693] [ 0.34822415 0.52578468 0.48840601 0.55246446 0.60479652] [ 0.20362453 0.6266198 0.43392824 0.86903824 0.38901035] [ 0.16321298 0.68744034 0.33835245 0.83637554 0.45312681] [ 0.74864415 0.36859565 0.56825207 0.36179632 0.37117163] [ 0.2010578 0.66554721 0.45144065 0.74778075 0.49269074] [ 0.41368498 0.44005408 0.52186173 0.68968238 0.33486934] [ 0.5917209 0.58510326 0.49224235 0.57840745 0.54446267] [ 0.16083773 0.60219066 0.4430202 0.87877065 0.45366699] [ 0.58779803 0.64211708 0.51890236 0.53567915 0.46552484] [ 0.34629799 0.50327314 0.6828366 0.76630943 0.44473081] [ 0.68879202 0.41079437 0.47356663 0.37274964 0.36433749] [ 0.29796595 0.56535133 0.39561974 0.75122025 0.50055615] [ 0.19967678 0.71750624 0.30891383 0.78760903 0.48692271] [ 0.40220196 0.56010357 0.35186694 0.6265023 0.32069012] [ 0.64902582 0.37446236 0.65579377 0.50701651 0.46501572] [ 0.21543757 0.53193336 0.48441946 0.82798695 0.66368503] [ 0.44984966 0.44491835 0.4873666 0.62496909 0.63162357] [ 0.84964208 0.44334206 0.34424663 0.345902 0.3490581 ] [ 0.66042289 0.50358564 0.50885284 0.30509637 0.42764462] [ 0.82699742 0.31282708 0.45324153 0.31213759 0.37244989] [ 0.25005314 0.36192834 0.57955072 0.81206587 0.39408538] [ 0.16058759 0.54581102 0.38806873 0.86764358 0.53706523] [ 0.5789168 0.3428089 0.6067417 0.56007849 0.40489108] [ 0.169415 0.64180909 0.41018504 0.85004069 0.55792084] [ 0.53127031 0.52306669 0.58411244 0.68298557 0.37607819] [ 0.31072172 0.58984469 0.57970033 0.67824409 0.5176887 ] [ 0.73404372 0.4250607 0.50312603 0.3674274 0.36480141] [ 0.77326585 0.48950007 0.46922219 0.27585334 0.29277062] [ 0.41053448 0.46312934 0.48999043 0.73447583 0.31215752] [ 0.51293534 0.35336899 0.51281624 0.60667594 0.4022505 ] [ 0.57953531 0.37955313 0.52626592 0.60545069 0.47418286] [ 0.46447504 0.40244275 0.60246355 0.68806573 0.3550361 ] [ 0.21275604 0.6213751 0.33501503 0.78647815 0.40807396] [ 0.53562672 0.53741058 0.49416565 0.47798398 0.38411284] [ 0.47043489 0.47038453 0.43884619 0.70250673 0.36999964] [ 0.79806647 0.61611901 0.48296594 0.48283021 0.36153219] [ 0.90421634 0.34327466 0.54082339 0.08725405 0.30683353] [ 0.76765701 0.43110618 0.40163951 0.38489163 0.40670233] [ 0.20207963 0.58767425 0.56887483 0.80641781 0.59766783] [ 0.54511105 0.37078843 0.50372062 0.27469714 0.41516737] [ 0.86905303 0.39305176 0.47408923 0.1658823 0.28511229] [ 0.69913134 0.66740042 0.56323289 0.48181389 0.44543868] [ 0.13929245 0.54090861 0.28274664 0.82980625 0.48243542] [ 0.62850341 0.33971083 0.65948828 0.42595518 0.32258097] [ 0.86260488 0.37540794 0.51331819 0.23490044 0.42123718] [ 0.60830642 0.50196167 0.54663907 0.47114491 0.42034771] [ 0.35125769 0.48434346 0.44782527 0.80549842 0.44729115] [ 0.64443275 0.63545981 0.35086006 0.50077122 0.43255176] [ 0.30081763 0.49702837 0.39460782 0.63612575 0.5498459 ] [ 0.64455427 0.56891361 0.39854721 0.63133866 0.51782834] [ 0.5043323 0.64641109 0.47345726 0.69280714 0.41697402] [ 0.77428767 0.46492624 0.67546408 0.33465819 0.44336185] [ 0.64358394 0.53587697 0.43339191 0.32957844 0.39403753] [ 0.64937852 0.63081418 0.47837937 0.57745201 0.46670731] [ 0.45059711 0.4551409 0.49857947 0.79097671 0.46454365] [ 0.50174381 0.53744805 0.42686208 0.45362319 0.50984404] [ 0.57689374 0.51801968 0.49942729 0.50768409 0.47801769] [ 0.42376369 0.61622363 0.44650899 0.6568493 0.40511948] [ 0.50598074 0.51483058 0.4525216 0.63643624 0.49790983] [ 0.91451978 0.29636172 0.5604464 0.10786609 0.42142563] [ 0.74929215 0.42144957 0.51878388 0.2487571 0.53608231] [ 0.67436206 0.55725012 0.29464827 0.52597969 0.41226177] [ 0.2998756 0.51335169 0.51046072 0.59594016 0.4583303 ] [ 0.73074152 0.53288012 0.56975979 0.48487909 0.42000576] [ 0.35782136 0.58477994 0.54723313 0.62265284 0.56480458] [ 0.65813456 0.5126326 0.37768114 0.49454865 0.32854227] [ 0.82339295 0.48179009 0.5159769 0.39312473 0.32991423] [ 0.72475937 0.42916812 0.54038495 0.39185433 0.31864894] [ 0.09901602 0.4871302 0.56358462 0.86076026 0.56556962] [ 0.19480235 0.72431066 0.33357191 0.88065341 0.39486292] [ 0.39469942 0.47834941 0.46437812 0.65857562 0.30041949] Progress: 20.7% ... Training loss: 0.645 ... Validation loss: 1.120[ 0.36926778 0.52951567 0.45610844 0.54851047 0.51875817] [ 0.21513852 0.50510763 0.59310067 0.75406886 0.64753752] [ 0.58293691 0.36210765 0.64944939 0.54855594 0.3232798 ] [ 0.86073541 0.43854425 0.43465666 0.14432842 0.2382971 ] [ 0.1816575 0.65360357 0.3959138 0.59968076 0.56801182] [ 0.5407943 0.44376862 0.48290625 0.30286386 0.44052221] [ 0.42594648 0.60694591 0.41208966 0.59303029 0.41026018] [ 0.74492119 0.37733587 0.66439657 0.31510095 0.44956 ] [ 0.18480612 0.62313194 0.44994483 0.83846555 0.56526177] [ 0.67707484 0.49252211 0.61180069 0.32545924 0.46423601] [ 0.66386056 0.51399197 0.5331077 0.41151582 0.43814445] [ 0.47647077 0.62863138 0.51298868 0.60701533 0.364231 ] [ 0.24768949 0.64552448 0.47087804 0.68994004 0.45492541] [ 0.83915549 0.30884661 0.54314981 0.24134536 0.43144792] [ 0.66579816 0.55292565 0.42296114 0.464291 0.40034554] [ 0.70125186 0.57951936 0.45520035 0.62440553 0.38266414] [ 0.78936643 0.36300963 0.54473329 0.29775504 0.33826967] [ 0.82082182 0.46388201 0.4863318 0.31305056 0.3311829 ] [ 0.16411822 0.62397597 0.35068097 0.82915945 0.56241284] [ 0.78729203 0.38633603 0.56707619 0.25365081 0.41169087] [ 0.33585324 0.47809069 0.46188935 0.64336975 0.42807346] [ 0.58248386 0.45701097 0.42015971 0.46540541 0.31875079] [ 0.90367581 0.37597731 0.45865575 0.24164371 0.33353118] [ 0.63055751 0.47649841 0.68108581 0.37348553 0.41199774] [ 0.54006688 0.47605697 0.68319027 0.69037022 0.45012288] [ 0.70576994 0.46042295 0.40751989 0.5124439 0.32976071] [ 0.30861256 0.40982937 0.52713173 0.76207862 0.34289137] [ 0.3562526 0.51447337 0.55267989 0.59262238 0.5271648 ] [ 0.75333063 0.53742264 0.63817914 0.46449426 0.34284448] [ 0.74537658 0.36221295 0.5882836 0.32791799 0.39134243] [ 0.31790389 0.44078275 0.47379609 0.57520552 0.61857915] [ 0.25758658 0.72031758 0.3858498 0.72534773 0.46659909] [ 0.85702103 0.56630205 0.44673692 0.37449793 0.28745259] [ 0.42359715 0.59334967 0.50521068 0.65069603 0.56177464] [ 0.45863248 0.40512514 0.58574322 0.53437977 0.5218684 ] [ 0.51508678 0.47179989 0.49476438 0.60373247 0.27980483] [ 0.69274234 0.36982399 0.5741953 0.29815785 0.48238566] [ 0.58634661 0.45992331 0.69809732 0.5024123 0.43882903] [ 0.07268203 0.63445439 0.36374033 0.90384884 0.61221557] [ 0.30917792 0.64458617 0.4242565 0.68382155 0.45858806] [ 0.52542051 0.41824428 0.57133822 0.69327942 0.43585127] [ 0.84131957 0.43737796 0.62385146 0.20345993 0.47101179] [ 0.44539474 0.42425495 0.69764418 0.60470394 0.34348892] [ 0.6490186 0.33031391 0.54375 0.52850674 0.32212757] [ 0.47287145 0.49264583 0.44248018 0.58239797 0.38042314] [ 0.31063495 0.69758487 0.47525249 0.80654176 0.58408654] [ 0.06353626 0.4628648 0.45944553 0.93541333 0.61328152] [ 0.43029993 0.36549356 0.41037958 0.45935811 0.60420416] [ 0.19023561 0.58097531 0.54838719 0.7632299 0.55818043] [ 0.56161255 0.46045055 0.39956336 0.44138033 0.44939195] [ 0.41703534 0.44451484 0.54765366 0.65393857 0.39482593] [ 0.27312841 0.55690489 0.52370151 0.79963352 0.51937078] [ 0.35817541 0.59543034 0.50909195 0.75343793 0.56168172] [ 0.77629443 0.4572379 0.50249651 0.17926419 0.40210178] [ 0.26615016 0.67784844 0.47489164 0.77148866 0.39525733] [ 0.22562924 0.66469011 0.42703068 0.76316998 0.43440067] [ 0.14653986 0.46982877 0.36141292 0.92082549 0.47781472] [ 0.37468148 0.45841405 0.46567077 0.80504613 0.44230219] [ 0.49916293 0.55684197 0.52567121 0.69083527 0.38121478] [ 0.70396987 0.49933266 0.46569366 0.32466145 0.40216654] [ 0.70260495 0.45158213 0.48732735 0.40195023 0.37966097] [ 0.53241946 0.66419971 0.37175304 0.69174246 0.36617376] [ 0.51925398 0.51163637 0.52574164 0.41909759 0.5600441 ] [ 0.57001 0.60997857 0.44984161 0.51172246 0.38588733] [ 0.54349166 0.50148045 0.48846073 0.38926003 0.60397811] [ 0.17092304 0.62921495 0.35947291 0.79069439 0.39541319] [ 0.5918013 0.40025614 0.57436734 0.23455481 0.49295682] [ 0.76314782 0.44275906 0.51441395 0.26797377 0.27794128] [ 0.85533139 0.42475637 0.66092629 0.17673962 0.41040754] [ 0.52973672 0.58289575 0.40020089 0.60335077 0.47579663] [ 0.49243824 0.39844804 0.33988447 0.64797708 0.5029242 ] [ 0.68441776 0.4942535 0.4517632 0.40757415 0.32998452] [ 0.53950138 0.30158185 0.46997579 0.63514733 0.53979361] [ 0.25207767 0.54962651 0.52160683 0.8574542 0.64570682] [ 0.67808275 0.46591456 0.49055831 0.27749138 0.4685188 ] [ 0.66104828 0.49137794 0.43032797 0.52709833 0.36573645] [ 0.21024455 0.54937435 0.42542525 0.90570486 0.61078132] [ 0.46745094 0.50045219 0.45849682 0.51703839 0.53090561] [ 0.40380803 0.59169274 0.30995115 0.70719137 0.38476144] [ 0.62536878 0.4905603 0.54527485 0.44047793 0.62675071] [ 0.83109577 0.36942578 0.65094616 0.17739821 0.40538106] [ 0.43135381 0.56316592 0.43547751 0.75586825 0.44081289] [ 0.7544217 0.31667681 0.66164026 0.20349332 0.43308804] [ 0.70289195 0.45188951 0.4974573 0.37268271 0.44159774] [ 0.63645916 0.44707409 0.49358433 0.49782292 0.45167018] [ 0.51072945 0.6301494 0.48641835 0.64633757 0.39100127] [ 0.12205525 0.60914532 0.45454792 0.90947363 0.43296336] [ 0.35046051 0.64740163 0.37345364 0.69529009 0.46149255] [ 0.47596385 0.58151391 0.43905513 0.53228337 0.38416584] [ 0.42785875 0.44990081 0.4609275 0.78235532 0.38204758] [ 0.42823297 0.52360453 0.4259639 0.7075399 0.53757958] [ 0.44913961 0.5145085 0.44946744 0.46824789 0.37567375] [ 0.45681858 0.55414626 0.43463895 0.71466059 0.33916582] [ 0.13421022 0.57237466 0.55495767 0.92162013 0.57411158] [ 0.61961493 0.50935533 0.43249995 0.53174349 0.38647964] [ 0.44465725 0.39906755 0.43657454 0.83181747 0.4543187 ] [ 0.38790771 0.59440105 0.39665126 0.75187057 0.49942772] [ 0.39573468 0.52843972 0.55014647 0.62569078 0.4230096 ] [ 0.21911191 0.68432395 0.31535458 0.87178632 0.52813544] [ 0.53998831 0.57803333 0.44041169 0.71707314 0.45400375] [ 0.54965001 0.38706535 0.52534518 0.54922661 0.29639078] [ 0.64216649 0.36351972 0.63349202 0.43187124 0.4466375 ] [ 0.43107215 0.5375883 0.51429842 0.51890034 0.51896397] [ 0.8025088 0.35061527 0.52198065 0.29118992 0.39593106] [ 0.52430854 0.44343834 0.4597268 0.52232215 0.51275012] [ 0.41621349 0.57530905 0.46892705 0.62751209 0.57997147] [ 0.74717594 0.302541 0.49186249 0.19868677 0.36859123] [ 0.54676978 0.55415902 0.49129862 0.33456196 0.3753223 ] [ 0.757239 0.33135107 0.50850731 0.24142902 0.51337273] [ 0.32923356 0.65648804 0.42034539 0.71345531 0.45005599] [ 0.20998217 0.3966437 0.52628533 0.90090494 0.60503452] [ 0.41019606 0.44098917 0.51563667 0.55521646 0.37886096] [ 0.26146971 0.73095948 0.48392733 0.84567857 0.58745679] [ 0.73135776 0.34952648 0.53578176 0.20263614 0.47082426] [ 0.64506888 0.4763478 0.48226233 0.37637767 0.48485817] [ 0.48170497 0.47973275 0.39889619 0.51938171 0.43243607] [ 0.74575759 0.40002884 0.60583681 0.23894077 0.49876254] [ 0.6920331 0.64446832 0.53242435 0.54325623 0.41963439] [ 0.41916674 0.33757136 0.44862533 0.61823482 0.36007129] [ 0.57374798 0.3917411 0.62091002 0.53217168 0.49306163] [ 0.75013602 0.41210373 0.52200269 0.21212799 0.33263836] [ 0.42168567 0.62516375 0.44920988 0.69073884 0.48426319] [ 0.55570156 0.44559314 0.55268151 0.47074308 0.46548303] [ 0.46915901 0.64732391 0.34887501 0.5322302 0.47837963] [ 0.77884156 0.33624597 0.59880512 0.24700408 0.43292099] [ 0.74235977 0.28854646 0.49276322 0.37958513 0.3992791 ] [ 0.24637649 0.42662359 0.41968963 0.66464431 0.51568325] [ 0.26727965 0.59198557 0.52050763 0.84842907 0.54761423] Progress: 20.8% ... Training loss: 0.644 ... Validation loss: 1.119[ 0.32373154 0.59867295 0.4615685 0.61969523 0.37732681] [ 0.5214861 0.53184789 0.45143088 0.64882044 0.45412738] [ 0.54275055 0.5413052 0.5465283 0.38923641 0.59209985] [ 0.25742248 0.51656942 0.55085609 0.84422785 0.47246882] [ 0.37960118 0.4324678 0.59093702 0.6336463 0.49204684] [ 0.22003598 0.59686652 0.51045813 0.87894998 0.5610475 ] [ 0.59367581 0.40669316 0.51733881 0.493711 0.45362501] [ 0.18434755 0.57972303 0.48857252 0.8131598 0.49499464] [ 0.14704215 0.57561581 0.43455869 0.84023084 0.54767489] [ 0.24698601 0.54191234 0.57120808 0.83725281 0.66133542] [ 0.6412254 0.37426887 0.59554777 0.35737213 0.51546008] [ 0.72635311 0.50202339 0.46797373 0.23703045 0.35473813] [ 0.54854325 0.51924194 0.45248799 0.65861113 0.26661036] [ 0.55519002 0.46281851 0.54712251 0.59764293 0.3582173 ] [ 0.41343431 0.66814103 0.30098591 0.69119449 0.36067237] [ 0.57428236 0.56958954 0.52103403 0.43428042 0.46232589] [ 0.77156553 0.45852576 0.57472217 0.30546592 0.38922264] [ 0.64332722 0.38153089 0.36889425 0.344317 0.41198775] [ 0.14436935 0.56057513 0.44232068 0.89992939 0.55031292] [ 0.21625029 0.62132366 0.42138182 0.84981508 0.43066613] [ 0.69295951 0.5307255 0.48640454 0.38675319 0.55531877] [ 0.67389821 0.40364067 0.56453499 0.4864609 0.36756296] [ 0.80032777 0.44109063 0.44998303 0.37115941 0.38260523] [ 0.15644368 0.59096195 0.50432157 0.85989372 0.60121108] [ 0.35932876 0.49168188 0.49470449 0.74614633 0.37256218] [ 0.51083138 0.41067949 0.49642788 0.64726338 0.33089365] [ 0.80099652 0.32977252 0.48396821 0.2222932 0.32114015] [ 0.46039695 0.57059571 0.40136309 0.55426142 0.31279139] [ 0.28068081 0.51377025 0.6694067 0.83849565 0.4893189 ] [ 0.70337251 0.43130045 0.57939315 0.30582919 0.40783665] [ 0.69498558 0.53898599 0.40631112 0.67140167 0.37320813] [ 0.40836026 0.42229503 0.59066305 0.6529063 0.38798918] [ 0.47127408 0.52750631 0.40141685 0.61731496 0.4925324 ] [ 0.45891652 0.53093256 0.3903754 0.6969641 0.31225402] [ 0.63395414 0.56830415 0.46537853 0.51261981 0.44717793] [ 0.45527456 0.57720198 0.34114943 0.59877123 0.50807386] [ 0.2627078 0.55582838 0.34555265 0.74281146 0.4206256 ] [ 0.49464031 0.56239961 0.48849045 0.6171578 0.48042651] [ 0.64898674 0.560906 0.44963787 0.45652413 0.48676676] [ 0.20421901 0.55214545 0.5163704 0.83324682 0.49839494] [ 0.55531757 0.41507265 0.3873588 0.61452401 0.36667298] [ 0.79083919 0.42503212 0.5751481 0.20128766 0.45882063] [ 0.25702904 0.50761553 0.47427104 0.80437118 0.57584517] [ 0.57892359 0.44794643 0.66795231 0.46165486 0.45011484] [ 0.40941354 0.57279581 0.4901259 0.57400527 0.46932378] [ 0.5001359 0.54496493 0.46145077 0.55017447 0.3997629 ] [ 0.41780135 0.41783197 0.49191305 0.59671052 0.47632763] [ 0.49824489 0.44725056 0.50396992 0.35415966 0.44730941] [ 0.54450533 0.42702944 0.57122888 0.37456272 0.48444029] [ 0.64734899 0.52292474 0.48761764 0.25518352 0.45888332] [ 0.45459338 0.42630772 0.50269909 0.45180968 0.51705295] [ 0.19288285 0.62631264 0.36614854 0.67479645 0.47968685] [ 0.36297828 0.54500585 0.48653485 0.47540962 0.58047642] [ 0.60225999 0.34956465 0.57421855 0.38962023 0.44738555] [ 0.16937952 0.61115222 0.38309543 0.80556666 0.43553535] [ 0.60779635 0.46300837 0.49317889 0.48870897 0.52610438] [ 0.22964054 0.49838584 0.43102987 0.81024041 0.64550801] [ 0.28171592 0.63951237 0.47140429 0.61632494 0.41004914] [ 0.62986701 0.39478197 0.56724442 0.20200401 0.36884325] [ 0.75821704 0.50820751 0.33515295 0.27021989 0.29150713] [ 0.39223515 0.61533769 0.52595408 0.69503512 0.58946806] [ 0.23085619 0.51353407 0.41434874 0.8045685 0.55242038] [ 0.72362863 0.29542816 0.47097984 0.40082115 0.39154248] [ 0.25900177 0.53141806 0.51148921 0.83143431 0.49889924] [ 0.85189502 0.28689975 0.54540318 0.13052943 0.43579285] [ 0.22590038 0.6647599 0.42700666 0.76309963 0.43444145] [ 0.51897331 0.41448529 0.45999782 0.44302175 0.3232753 ] [ 0.33519363 0.52270592 0.45531661 0.69346112 0.35009875] [ 0.67909182 0.34996902 0.58254554 0.2288782 0.42134287] [ 0.48310923 0.37719693 0.60324145 0.47180434 0.52768697] [ 0.66656544 0.44006986 0.57842142 0.29471413 0.47229154] [ 0.64659073 0.54574105 0.51725167 0.48653552 0.52574981] [ 0.57615001 0.35850912 0.60935817 0.35111526 0.52567689] [ 0.89354543 0.27466087 0.44344413 0.18818537 0.39548327] [ 0.6730716 0.56391604 0.43228258 0.4451277 0.39746042] [ 0.56557252 0.45473993 0.57662004 0.44989046 0.50292406] [ 0.74057332 0.57237424 0.53206845 0.44151486 0.41115669] [ 0.23089703 0.52002497 0.47320665 0.78945736 0.50582495] [ 0.65888771 0.33094557 0.57718321 0.44465593 0.44072365] [ 0.77949214 0.45153538 0.49824665 0.27141246 0.40852936] [ 0.21323266 0.54979976 0.40581729 0.6825899 0.56810703] [ 0.66355509 0.5895372 0.49829593 0.47631968 0.31813501] [ 0.39979616 0.59959367 0.42958831 0.63291198 0.55142477] [ 0.66673483 0.54374603 0.5246284 0.51517031 0.43991873] [ 0.19623583 0.56516881 0.44621226 0.79655775 0.51743846] [ 0.5118334 0.49491265 0.33425312 0.60342304 0.45776691] [ 0.51424707 0.46522397 0.58054978 0.69543899 0.41267421] [ 0.26927299 0.48485644 0.48225879 0.71328272 0.3687563 ] [ 0.58005939 0.4546911 0.59677288 0.28430992 0.4320398 ] [ 0.68320226 0.54652547 0.38767909 0.37622817 0.34552674] [ 0.78629557 0.26514194 0.56341761 0.29756198 0.41643693] [ 0.51920461 0.42627674 0.50320686 0.54908508 0.32576048] [ 0.22000642 0.59735027 0.55371131 0.78867094 0.49295542] [ 0.4999389 0.44306342 0.53028925 0.61024338 0.44489691] [ 0.21479483 0.66162651 0.34817359 0.84329536 0.5489325 ] [ 0.78250749 0.39609119 0.50739024 0.26320587 0.3956007 ] [ 0.29918436 0.55318623 0.52979725 0.83001058 0.48042094] [ 0.81931562 0.46053256 0.50931428 0.26016919 0.4670334 ] [ 0.47303175 0.42444116 0.40314082 0.57245918 0.57844021] [ 0.23331161 0.57863188 0.55117851 0.63361174 0.58800902] [ 0.60287079 0.36279534 0.50549892 0.66167227 0.30726012] [ 0.36100334 0.53291781 0.51138961 0.53073736 0.47983486] [ 0.65130605 0.37436455 0.45985436 0.37097689 0.48543047] [ 0.45725668 0.38370163 0.54051194 0.43982328 0.56987601] [ 0.31495491 0.54476239 0.42725314 0.8635038 0.44188213] [ 0.32232331 0.48699529 0.42121733 0.6428226 0.44889954] [ 0.7486746 0.37055373 0.58926078 0.2313413 0.41336351] [ 0.61861617 0.44542511 0.62879098 0.44787146 0.43717063] [ 0.32663948 0.65332626 0.43078281 0.67351398 0.51114025] [ 0.57608505 0.5293449 0.42691658 0.48798883 0.46364261] [ 0.61950773 0.4650701 0.47591172 0.32727203 0.34590183] [ 0.49360545 0.46812117 0.44973514 0.66675874 0.51045221] [ 0.26275875 0.57235405 0.58426483 0.71138758 0.57876333] [ 0.50342304 0.60481536 0.56834811 0.64480294 0.53559633] [ 0.42118714 0.63250361 0.43151033 0.49584428 0.4897867 ] [ 0.89371321 0.37633111 0.50683164 0.09435495 0.33328065] [ 0.64709278 0.43665346 0.36860459 0.36566736 0.40734742] [ 0.54890138 0.65399529 0.28961511 0.6152059 0.36958121] [ 0.80527736 0.29572226 0.64705664 0.1686378 0.38076706] [ 0.8444921 0.30910411 0.44936589 0.08214328 0.29784317] [ 0.48267842 0.55771265 0.45487201 0.6222109 0.38375735] [ 0.73294661 0.46252263 0.41370583 0.26423314 0.26966774] [ 0.75436765 0.37406594 0.51558037 0.340231 0.4277962 ] [ 0.5655296 0.61615008 0.50862891 0.57165501 0.36837624] [ 0.13827818 0.62736692 0.36118265 0.82268755 0.5737627 ] [ 0.7140178 0.42101401 0.39944792 0.25019464 0.32136711] [ 0.61553087 0.52608279 0.38694542 0.52888774 0.4083067 ] [ 0.18526295 0.62300437 0.45000397 0.83829382 0.56521633] Progress: 20.8% ... Training loss: 0.644 ... Validation loss: 1.117[ 0.6452756 0.39749055 0.50308477 0.32878339 0.44745476] [ 0.22196901 0.53209263 0.42586654 0.82423331 0.53901571] [ 0.62477587 0.54800063 0.47612367 0.49491856 0.56794363] [ 0.78412561 0.41685177 0.38390814 0.40492313 0.43323102] [ 0.11463868 0.56202313 0.44389239 0.85832903 0.45275027] [ 0.79517421 0.42779003 0.57771843 0.22272747 0.43528879] [ 0.61746789 0.55632789 0.4776835 0.46588427 0.54611358] [ 0.7897112 0.36359401 0.5133018 0.22157647 0.33058082] [ 0.14476681 0.6023989 0.4524078 0.8894056 0.43404355] [ 0.13900855 0.72385277 0.29580679 0.90508807 0.43049195] [ 0.10987413 0.60255099 0.41572026 0.86929925 0.45924933] [ 0.22012199 0.63579741 0.3325431 0.80521331 0.56312407] [ 0.38824019 0.55674849 0.58025891 0.64876193 0.35579832] [ 0.67504568 0.50365206 0.58273548 0.24630066 0.51417128] [ 0.75974233 0.34664708 0.53559793 0.25397275 0.33683427] [ 0.50650827 0.50275783 0.56093678 0.5377173 0.49786177] [ 0.65533956 0.6058338 0.52684402 0.5138169 0.46532636] [ 0.10819742 0.60649919 0.38772326 0.87336001 0.45352514] [ 0.82435004 0.40012821 0.48061966 0.12143334 0.32857623] [ 0.59894033 0.43641856 0.61714465 0.51857217 0.37183092] [ 0.7099294 0.40037519 0.37939457 0.39737052 0.48993478] [ 0.24474797 0.49606352 0.54396527 0.74354263 0.42182962] [ 0.4866167 0.48083132 0.5387152 0.58496703 0.48701844] [ 0.6149181 0.48544864 0.41882574 0.38492779 0.29201562] [ 0.62189673 0.54514577 0.37086823 0.61268057 0.28291757] [ 0.56879346 0.42939959 0.54575057 0.48904319 0.49012972] [ 0.42642315 0.46551223 0.55542816 0.65032286 0.35852236] [ 0.55454283 0.58826058 0.32669445 0.52957756 0.36510885] [ 0.41434717 0.51955458 0.50031624 0.42911195 0.48704021] [ 0.74022082 0.50969524 0.42852221 0.25023745 0.44442216] [ 0.63115568 0.53340758 0.51365926 0.51592468 0.35969218] [ 0.11831008 0.63027381 0.52723358 0.90946873 0.59402797] [ 0.28999279 0.42728129 0.47952245 0.89050012 0.58275099] [ 0.67129898 0.43978538 0.3561314 0.45130872 0.33775523] [ 0.34271937 0.68005618 0.33071982 0.77419087 0.54117969] [ 0.40564716 0.48819113 0.57612557 0.66447975 0.42212212] [ 0.39489819 0.48663763 0.4465661 0.56108768 0.49451937] [ 0.4900863 0.39729088 0.55997573 0.75626921 0.30702669] [ 0.22531802 0.56503218 0.52149771 0.7240305 0.43604543] [ 0.2717079 0.57544603 0.41580079 0.76704626 0.41957259] [ 0.88655406 0.46081666 0.62486494 0.20258019 0.37813361] [ 0.24128782 0.50241105 0.61727963 0.68360142 0.65263512] [ 0.56721325 0.53495899 0.54906924 0.43833349 0.34493714] [ 0.56970675 0.58664683 0.45646524 0.50466666 0.34986868] [ 0.64996709 0.385133 0.46104026 0.43105093 0.55591157] [ 0.57974001 0.58281874 0.53408256 0.38328327 0.548074 ] [ 0.5518915 0.44338585 0.58359843 0.49192627 0.43639116] [ 0.6178427 0.50659918 0.42573103 0.47627168 0.42793961] [ 0.27586196 0.49685417 0.51853931 0.74058582 0.42975018] [ 0.48589872 0.4741733 0.47262755 0.44773058 0.47035242] [ 0.09029699 0.50984074 0.44371692 0.91068986 0.56247241] [ 0.78683772 0.45394714 0.45023453 0.39815158 0.38345973] [ 0.41601291 0.63521696 0.35071237 0.64710856 0.54016229] [ 0.66856202 0.35956498 0.51206468 0.30708922 0.4686319 ] [ 0.74349362 0.44112132 0.57910243 0.51267153 0.43306152] [ 0.13139829 0.67260291 0.35588839 0.74442377 0.48021822] [ 0.72919149 0.44476647 0.39446754 0.2172524 0.36769157] [ 0.60782439 0.52569769 0.34571126 0.50263765 0.40918887] [ 0.41435525 0.42975116 0.5135839 0.64513465 0.51465764] [ 0.44908275 0.5006549 0.5257634 0.66370515 0.50763572] [ 0.6114309 0.50203765 0.37043174 0.35367143 0.40946741] [ 0.25131169 0.48939271 0.48221671 0.83209317 0.56242001] [ 0.72823799 0.33860541 0.54458431 0.42487097 0.50230801] [ 0.73438754 0.37373777 0.55212372 0.33512288 0.41310009] [ 0.50084973 0.47791711 0.59009234 0.45644768 0.40860864] [ 0.33563959 0.67020316 0.45364401 0.77161112 0.46158198] [ 0.47374445 0.50918747 0.39969814 0.71503619 0.57335736] [ 0.62270738 0.64804459 0.50873211 0.54415278 0.40863673] [ 0.77915865 0.41371868 0.52771297 0.27927086 0.32306706] [ 0.21075962 0.61363966 0.33758612 0.83631058 0.43074822] [ 0.52792537 0.41883696 0.50005114 0.63283863 0.48562732] [ 0.58786209 0.41967841 0.6565356 0.71168446 0.30883615] [ 0.36536111 0.72283251 0.42633549 0.80342521 0.54010599] [ 0.31845584 0.51466637 0.66183311 0.79283726 0.49308444] [ 0.12042753 0.55719349 0.4167316 0.88186345 0.50219852] [ 0.4873422 0.54831961 0.51647842 0.5274781 0.62283039] [ 0.27174113 0.60533252 0.42326025 0.73512395 0.43554664] [ 0.39087586 0.45607076 0.47276898 0.7686878 0.4385468 ] [ 0.56601197 0.5056762 0.40356578 0.44485866 0.39056853] [ 0.6267539 0.47552452 0.59985391 0.41447003 0.37268192] [ 0.30211711 0.61934533 0.37038335 0.83386174 0.58917536] [ 0.78126292 0.34540376 0.49175318 0.14882076 0.34156079] [ 0.76430948 0.37813777 0.46051457 0.28239174 0.3685747 ] [ 0.23986316 0.56460709 0.46807307 0.86015961 0.52676375] [ 0.52807711 0.56392172 0.47762532 0.42675554 0.3011116 ] [ 0.50355677 0.46774068 0.4517512 0.63666684 0.25076874] [ 0.36777129 0.65359899 0.52882455 0.73318132 0.56002825] [ 0.31809443 0.5355831 0.44248001 0.81677525 0.37607399] [ 0.42547314 0.46007804 0.50896356 0.57604261 0.56403574] [ 0.59549904 0.52525024 0.49934633 0.44066564 0.42106004] [ 0.77131396 0.37107526 0.58854689 0.27532156 0.46430427] [ 0.68364212 0.50545614 0.53611824 0.46943337 0.47850701] [ 0.26124606 0.72816554 0.30256181 0.75225016 0.44693289] [ 0.47118533 0.67206134 0.3363502 0.67505479 0.43262172] [ 0.44294069 0.52311018 0.44074358 0.54359346 0.46399518] [ 0.73650717 0.54893209 0.53495314 0.41771536 0.41572229] [ 0.51251183 0.51018157 0.42060797 0.57697874 0.40633914] [ 0.15358348 0.69774031 0.31977532 0.8908561 0.43423735] [ 0.85864506 0.4266609 0.47259109 0.22846901 0.29430553] [ 0.74540953 0.43485702 0.51981275 0.23976139 0.36274723] [ 0.48354747 0.47819569 0.49112254 0.42327856 0.48867479] [ 0.10969511 0.58147527 0.38190127 0.93453838 0.50357989] [ 0.86297528 0.37512106 0.51341936 0.23454136 0.42109991] [ 0.28038077 0.65211211 0.53449469 0.7378793 0.44771938] [ 0.78454299 0.41271386 0.50861832 0.24609842 0.45602613] [ 0.65118856 0.56553662 0.47283711 0.37548893 0.51578739] [ 0.38050682 0.56169193 0.5113832 0.51762461 0.59233727] [ 0.55885382 0.49371137 0.4296165 0.48334448 0.58485849] [ 0.51475943 0.46504819 0.58061843 0.69525547 0.41261088] [ 0.49885855 0.36391763 0.60152518 0.56785308 0.37362556] [ 0.27196273 0.5740974 0.30120134 0.74771672 0.37981527] [ 0.55213599 0.57960409 0.53671696 0.55752077 0.41350154] [ 0.77383658 0.30153803 0.3859431 0.30706661 0.41598206] [ 0.36964769 0.60117952 0.35806703 0.74750854 0.51259097] [ 0.41183837 0.59812212 0.36980574 0.56776765 0.46311909] [ 0.76347614 0.27012966 0.44367159 0.35276091 0.3356306 ] [ 0.54840595 0.5663741 0.55799038 0.65349955 0.56850318] [ 0.66148755 0.41071026 0.39131652 0.36460255 0.41561606] [ 0.6797299 0.39549882 0.54821635 0.39703916 0.36306286] [ 0.69558225 0.4095045 0.3715987 0.51241185 0.47095805] [ 0.30221584 0.57996517 0.48273303 0.79877769 0.59044066] [ 0.31107842 0.59010391 0.57960164 0.67817168 0.51781651] [ 0.63796978 0.35475463 0.59759338 0.38640385 0.47483416] [ 0.85435617 0.27907081 0.57311213 0.15909498 0.41781317] [ 0.6259195 0.37163485 0.49808675 0.37295683 0.49411038] [ 0.19020645 0.55808971 0.47018672 0.89632397 0.54803748] [ 0.27865047 0.52374115 0.5185267 0.69582668 0.4833011 ] [ 0.45190326 0.43340139 0.43678197 0.54643701 0.42267552] Progress: 20.9% ... Training loss: 0.644 ... Validation loss: 1.120[ 0.31345143 0.69864979 0.37092225 0.78531871 0.55106735] [ 0.86144903 0.30097611 0.56942909 0.16230331 0.33679565] [ 0.47670376 0.56948853 0.39200565 0.62815764 0.51228697] [ 0.59982662 0.64395808 0.38011729 0.5979434 0.38006724] [ 0.57973853 0.37819017 0.53612639 0.6118263 0.28653371] [ 0.67119248 0.4296646 0.55937877 0.42383117 0.32851327] [ 0.42143711 0.55476781 0.63062968 0.46664491 0.51010116] [ 0.20594763 0.56234145 0.47221391 0.82654063 0.39084035] [ 0.3944487 0.52551671 0.56511323 0.75804791 0.40526601] [ 0.47999019 0.57703908 0.58802061 0.58824556 0.45454877] [ 0.70171376 0.49245025 0.57207589 0.37923633 0.48647755] [ 0.52817995 0.5001105 0.54648853 0.63847779 0.38544195] [ 0.4260059 0.57904383 0.41107045 0.75339914 0.34379997] [ 0.80325762 0.47652792 0.47333729 0.28614883 0.40006668] [ 0.68636555 0.4639964 0.67633922 0.41618594 0.3844006 ] [ 0.51146643 0.43653854 0.46526569 0.47244242 0.47182577] [ 0.58652321 0.36437724 0.6364564 0.41242385 0.35313751] [ 0.15440706 0.55289042 0.40452435 0.79200677 0.50815088] [ 0.28664905 0.52598405 0.36903696 0.82037221 0.50430313] [ 0.35351223 0.44948119 0.51286103 0.60100474 0.62941447] [ 0.58405178 0.47925442 0.47565918 0.48855329 0.54969519] [ 0.25648942 0.69691876 0.44611881 0.84978141 0.57670215] [ 0.46590646 0.56056094 0.58324505 0.53858258 0.49807528] [ 0.27863376 0.63276029 0.40529583 0.83544165 0.52067905] [ 0.37511526 0.51753381 0.57820032 0.7428107 0.50976995] [ 0.47349631 0.50569454 0.43947302 0.56101078 0.36820997] [ 0.44467248 0.4508522 0.54703646 0.47087998 0.40519298] [ 0.45666542 0.38395055 0.5404068 0.44026577 0.56998205] [ 0.11650332 0.60136533 0.49746402 0.89374343 0.59493301] [ 0.79763625 0.40911759 0.4341557 0.23553131 0.24163669] [ 0.77382247 0.48809874 0.31076757 0.38830158 0.31042861] [ 0.85093729 0.50748967 0.53615511 0.33363096 0.38881965] [ 0.38201267 0.50683566 0.53952325 0.48830969 0.39475167] [ 0.42349386 0.66467129 0.40251987 0.79299805 0.51941939] [ 0.19538508 0.55590521 0.33230593 0.85772039 0.46854416] [ 0.75219384 0.3704805 0.51741155 0.20252301 0.42869493] [ 0.54203334 0.32304983 0.47383839 0.5953563 0.36933367] [ 0.50658152 0.38945979 0.51667574 0.4077323 0.53191581] [ 0.48906985 0.38637802 0.5599527 0.75300547 0.41020354] [ 0.43390713 0.57522666 0.45823057 0.55119297 0.46222522] [ 0.27728555 0.43898397 0.43794535 0.77274679 0.39284573] [ 0.66181742 0.35235822 0.51826721 0.45969678 0.52721816] [ 0.50210068 0.4774737 0.59025652 0.45575516 0.40844824] [ 0.54183909 0.57541091 0.50980895 0.41329416 0.51890797] [ 0.45107387 0.64821622 0.469448 0.6552048 0.48720719] [ 0.65645813 0.33981707 0.66953019 0.2347414 0.54415214] [ 0.68159963 0.48674873 0.66122133 0.25128259 0.52050114] [ 0.78545965 0.43816208 0.43086119 0.40690059 0.38309808] [ 0.67222137 0.4248681 0.61633359 0.38986455 0.43803406] [ 0.31781538 0.64162743 0.45715669 0.74093962 0.51120158] [ 0.27673683 0.63496145 0.50816783 0.7149012 0.5636607 ] [ 0.67906143 0.69340895 0.44131052 0.62891585 0.39231498] [ 0.40800177 0.38558913 0.44624097 0.58519165 0.56909922] [ 0.77275182 0.49174737 0.48570262 0.30273617 0.49782376] [ 0.45443247 0.48526704 0.55892012 0.51662405 0.52763553] [ 0.21421064 0.559578 0.54468909 0.89678237 0.58864047] [ 0.18521398 0.54487837 0.5247101 0.86474321 0.64238392] [ 0.46262577 0.35421502 0.59922074 0.80817333 0.4155967 ] [ 0.30787474 0.6549518 0.38732741 0.7026604 0.40340329] [ 0.1657038 0.71050673 0.3874399 0.82004515 0.56384629] [ 0.47939112 0.5381362 0.43478734 0.79527998 0.37185715] [ 0.72659474 0.37625748 0.51479918 0.24875871 0.41723239] [ 0.51673472 0.46784979 0.66218869 0.62705408 0.48349808] [ 0.43952791 0.41774478 0.42813501 0.7624494 0.39545259] [ 0.51478122 0.32928118 0.41715578 0.45601504 0.43994204] [ 0.31573451 0.69072086 0.47295606 0.8160136 0.53344394] [ 0.58629001 0.44264268 0.5005703 0.52175226 0.36670255] [ 0.67313682 0.55482989 0.50594314 0.44212959 0.46092901] [ 0.36767556 0.57791363 0.51184208 0.75007862 0.54336202] [ 0.60285713 0.57697011 0.47954392 0.31486881 0.50026665] [ 0.42233675 0.55907509 0.5665934 0.66649122 0.41378907] [ 0.58974745 0.53311105 0.46044673 0.34402669 0.48303166] [ 0.71795529 0.58581499 0.58560825 0.23493376 0.51820953] [ 0.66602755 0.39232847 0.51339365 0.36009817 0.45933933] [ 0.46200034 0.46054787 0.50165081 0.51090399 0.42265566] [ 0.24705251 0.51153234 0.5057915 0.7427343 0.6673571 ] [ 0.6819527 0.31075659 0.45572852 0.36580221 0.4306245 ] [ 0.66038961 0.41779941 0.59790459 0.48551556 0.40807584] [ 0.34586797 0.49957435 0.65044547 0.78754144 0.45098917] [ 0.24847563 0.56655092 0.58108858 0.70036771 0.66552399] [ 0.15076581 0.51076174 0.45774774 0.91101484 0.52078637] [ 0.37565073 0.59448562 0.51248936 0.62084207 0.49514088] [ 0.67204255 0.31018318 0.56144959 0.2063033 0.48373541] [ 0.78436202 0.41834437 0.45803424 0.35081851 0.35931016] [ 0.31563156 0.61321522 0.43654841 0.69376141 0.39317201] [ 0.48264265 0.52195751 0.31003392 0.54634272 0.27023502] [ 0.51442119 0.60315933 0.48905363 0.71315761 0.35460556] [ 0.17126333 0.55895947 0.62684645 0.830173 0.61465853] [ 0.76744843 0.45651481 0.37194227 0.27410475 0.3315404 ] [ 0.14014267 0.67387237 0.37096506 0.76816272 0.53513549] [ 0.57727283 0.54292822 0.41668884 0.40038385 0.36361741] [ 0.64203044 0.41830503 0.60081158 0.50265209 0.41620648] [ 0.48335659 0.53554113 0.5232042 0.5002413 0.4297905 ] [ 0.63967226 0.46888147 0.41311011 0.47544468 0.55549246] [ 0.26733643 0.54170302 0.48866348 0.77927878 0.35432989] [ 0.55718661 0.39447553 0.4878774 0.44711734 0.37913614] [ 0.47967638 0.40342847 0.61601614 0.58630021 0.47146957] [ 0.71421466 0.46264532 0.47648998 0.43783121 0.27082831] [ 0.7207459 0.35007151 0.63887743 0.29869202 0.47172169] [ 0.7363941 0.51527963 0.38563906 0.37209137 0.34712692] [ 0.88762799 0.26228519 0.51538058 0.18967036 0.30408456] [ 0.81198501 0.44151175 0.5650937 0.178653 0.35535949] [ 0.70302416 0.54391618 0.50189168 0.47951776 0.41916091] [ 0.60510995 0.55740977 0.38073208 0.46072911 0.51885316] [ 0.86459001 0.34900376 0.51940401 0.29733565 0.35597689] [ 0.45152677 0.41317414 0.44604506 0.72408198 0.31831091] [ 0.62821306 0.52753068 0.55638806 0.48737526 0.4360577 ] [ 0.51983442 0.54773432 0.4023221 0.52326952 0.48822137] [ 0.4328367 0.43607661 0.40049069 0.60406293 0.54080548] [ 0.83931219 0.48047848 0.55777629 0.24688491 0.4049373 ] [ 0.36857965 0.45201931 0.3477448 0.80070526 0.32106377] [ 0.43300404 0.47309116 0.48433063 0.56397655 0.61357788] [ 0.55522161 0.46992027 0.62948951 0.7502519 0.40555893] [ 0.08860656 0.6193042 0.40157279 0.88234724 0.42035996] [ 0.88048972 0.42582064 0.57321234 0.12737168 0.42560587] [ 0.65978013 0.45471913 0.40347077 0.50395441 0.36434097] [ 0.46358701 0.53035384 0.539707 0.77247382 0.41656641] [ 0.50231982 0.61931076 0.37893702 0.74233716 0.4242919 ] [ 0.69944042 0.43032134 0.51764616 0.36393362 0.35791708] [ 0.78574733 0.47170716 0.55519168 0.38821399 0.39328345] [ 0.79590682 0.32579766 0.59362296 0.27279649 0.38062983] [ 0.1433842 0.69923523 0.42990283 0.94047833 0.62442467] [ 0.49406876 0.48617443 0.5948068 0.39734085 0.47683263] [ 0.55329692 0.56765 0.39579842 0.43790694 0.54847138] [ 0.74793968 0.411944 0.47904978 0.26661205 0.46432512] [ 0.68511437 0.40541462 0.42375816 0.37626468 0.42642766] [ 0.38542556 0.59765797 0.41502309 0.76345743 0.43662718] [ 0.58672346 0.52558413 0.48609825 0.38273029 0.58696018] Progress: 20.9% ... Training loss: 0.643 ... Validation loss: 1.120[ 0.25476301 0.62592424 0.33403107 0.76909915 0.36616819] [ 0.65030417 0.62254975 0.4933702 0.51809368 0.45256502] [ 0.23638823 0.61685249 0.48367526 0.72271538 0.5100902 ] [ 0.19761071 0.68067306 0.45357449 0.72208249 0.48853573] [ 0.70566108 0.55854162 0.51326676 0.3556239 0.4176935 ] [ 0.15533774 0.66363994 0.40344028 0.64427505 0.558827 ] [ 0.15160468 0.61613162 0.60647907 0.86844769 0.66995137] [ 0.60340991 0.57671082 0.47964514 0.31449338 0.500166 ] [ 0.8517017 0.29071397 0.56301513 0.16595892 0.39224088] [ 0.71034316 0.35737183 0.52637287 0.25692378 0.46841738] [ 0.09244346 0.6104729 0.47649983 0.94598119 0.49374077] [ 0.7464141 0.45530609 0.44017772 0.23292102 0.36761565] [ 0.60685962 0.57009995 0.47453313 0.43218615 0.4431668 ] [ 0.555586 0.54149352 0.53238407 0.45794993 0.59947511] [ 0.13340038 0.59290078 0.51339109 0.89620871 0.5541277 ] [ 0.54775227 0.42456373 0.5136105 0.65725607 0.37614876] [ 0.59874279 0.46020874 0.6153614 0.48236296 0.51078917] [ 0.66756097 0.56952571 0.45293279 0.56519316 0.33711764] [ 0.39516288 0.42909801 0.59638098 0.58668059 0.43020664] [ 0.43249372 0.50607211 0.52447625 0.76341323 0.42243455] [ 0.57527516 0.31416852 0.60510136 0.41875095 0.34139469] [ 0.68395162 0.52297556 0.54057909 0.42988284 0.41670766] [ 0.72333528 0.61106294 0.56884101 0.45844361 0.46332173] [ 0.41974104 0.48665954 0.49794429 0.68599826 0.40219114] [ 0.46674827 0.47777203 0.38774176 0.65524532 0.49597357] [ 0.39110305 0.55357582 0.44484987 0.70603718 0.57500807] [ 0.10578397 0.67316096 0.37019384 0.91432176 0.5629158 ] [ 0.50178891 0.5621228 0.68771298 0.5125411 0.49382904] [ 0.49489893 0.56397388 0.3700892 0.55623906 0.37873768] [ 0.21158742 0.54216871 0.33523617 0.79969317 0.56197326] [ 0.58359573 0.54554353 0.44201138 0.58090391 0.42294508] [ 0.81886641 0.37250505 0.47469924 0.24027264 0.40001999] [ 0.63372618 0.48814882 0.51355727 0.36487589 0.56757292] [ 0.60076052 0.37487806 0.61058455 0.53090326 0.34043598] [ 0.53201974 0.57756385 0.28887161 0.5845012 0.35930786] [ 0.74483733 0.44089133 0.40592998 0.49221315 0.49204456] [ 0.4347745 0.43785412 0.57516517 0.56690544 0.43571615] [ 0.125298 0.55922481 0.47585805 0.81463198 0.45587709] [ 0.14618027 0.65388043 0.35194014 0.88375149 0.46720663] [ 0.31651924 0.49116196 0.59288951 0.78970207 0.33837514] [ 0.16586283 0.66187311 0.52434931 0.94055355 0.58751101] [ 0.64421396 0.46408169 0.47266169 0.5437968 0.34774429] [ 0.11926393 0.68035405 0.32023454 0.95733394 0.5175527 ] [ 0.61882318 0.47240474 0.48281821 0.37778351 0.44705643] [ 0.59505088 0.53251018 0.56649493 0.50042225 0.38382075] [ 0.73915908 0.46467923 0.52997617 0.39682467 0.40832317] [ 0.49917071 0.45698243 0.52485484 0.50125922 0.51022376] [ 0.46363119 0.59991342 0.39175313 0.6892926 0.549438 ] [ 0.63377999 0.57806488 0.50013444 0.44116029 0.48293258] [ 0.70928716 0.4048779 0.48497684 0.25842135 0.42619832] [ 0.68200939 0.53280991 0.40807235 0.32607597 0.36736035] [ 0.42667718 0.64268848 0.36705573 0.76242519 0.41235953] [ 0.52925913 0.3748746 0.5798266 0.43390384 0.54410959] [ 0.6896415 0.50310519 0.54584667 0.35485076 0.37541124] [ 0.72411648 0.52084659 0.51263561 0.4247139 0.33475817] [ 0.27543824 0.47025162 0.51851218 0.58901979 0.62768762] [ 0.26592905 0.49057258 0.45928367 0.71169521 0.38189901] [ 0.60304604 0.4957838 0.48558002 0.36386741 0.5111099 ] [ 0.28996449 0.53080999 0.42793426 0.77555803 0.60299749] [ 0.56415746 0.45800977 0.4518553 0.35007077 0.42861061] [ 0.55831307 0.46274551 0.40661997 0.50854633 0.41750827] [ 0.41272128 0.63455871 0.42047729 0.64294698 0.58673927] [ 0.74829935 0.45602514 0.48558453 0.35504558 0.33303415] [ 0.49941602 0.53819164 0.46598293 0.50494614 0.49836692] [ 0.54218829 0.57239325 0.50661748 0.64268589 0.44749613] [ 0.8942021 0.31164118 0.61532779 0.15159808 0.3214491 ] [ 0.60191756 0.42593962 0.58021505 0.34255856 0.48303376] [ 0.6515546 0.35224555 0.47198567 0.2788945 0.42055508] [ 0.6444343 0.33872467 0.52986958 0.43580315 0.43241767] [ 0.53548104 0.5260748 0.48571139 0.36204343 0.4949067 ] [ 0.78019623 0.50148841 0.52293389 0.31090524 0.38982569] [ 0.58094146 0.35543013 0.50402888 0.48929247 0.4323647 ] [ 0.38357341 0.53585031 0.44522294 0.69304088 0.36521512] [ 0.32517273 0.42205177 0.46788932 0.45212278 0.45299464] [ 0.33809934 0.45899511 0.43538589 0.79923547 0.44993421] [ 0.6635239 0.50129547 0.53928843 0.31316892 0.55888342] [ 0.20672702 0.47357458 0.40656769 0.58386383 0.72301816] [ 0.35385259 0.51821027 0.49760521 0.77475973 0.33152297] [ 0.69486793 0.48272343 0.63414722 0.50115903 0.3916507 ] [ 0.64673925 0.46150581 0.54541452 0.54125765 0.44163588] [ 0.70187454 0.49240069 0.5720904 0.37913206 0.48646179] [ 0.5102023 0.54684875 0.43388997 0.35389786 0.59397395] [ 0.44557599 0.52572937 0.47503099 0.4662529 0.54097956] [ 0.09974362 0.66532921 0.50804716 0.9414416 0.52581078] [ 0.76722388 0.49506968 0.36320993 0.32058997 0.39323759] [ 0.76244374 0.47239243 0.49603636 0.20418497 0.39774933] [ 0.52888072 0.55937758 0.39476709 0.57591986 0.42527213] [ 0.61887721 0.57719478 0.4983641 0.48847325 0.32598472] [ 0.57022737 0.39246525 0.47858115 0.41569612 0.37259598] [ 0.67660702 0.55925059 0.3651456 0.49319773 0.45718386] [ 0.74395039 0.57844203 0.61936411 0.42927564 0.42078373] [ 0.35242153 0.54127469 0.47633398 0.78010198 0.41601498] [ 0.2258225 0.52329206 0.61243247 0.81830941 0.54856684] [ 0.56659513 0.51286453 0.53857572 0.24454544 0.35454738] [ 0.68362459 0.50552346 0.53609098 0.46940236 0.4785378 ] [ 0.67425195 0.26785219 0.46297448 0.37191534 0.41841571] [ 0.1088455 0.58436465 0.44345348 0.88892696 0.43634563] [ 0.57413726 0.55529782 0.57318493 0.58551643 0.3316986 ] [ 0.33582304 0.61415887 0.37510151 0.73264552 0.40478721] [ 0.73105869 0.40128967 0.53911712 0.29277457 0.42225502] [ 0.76150382 0.35049423 0.45073925 0.18361753 0.36964713] [ 0.62806329 0.53975644 0.5065899 0.53195695 0.5011258 ] [ 0.54833813 0.43281105 0.51530198 0.35104077 0.53708115] [ 0.25170118 0.64287725 0.42241458 0.74181275 0.48463225] [ 0.65079982 0.40385278 0.60204297 0.21604165 0.56602915] [ 0.54948554 0.39564662 0.42047636 0.63297334 0.34213729] [ 0.79747548 0.3949814 0.47693378 0.21470475 0.33532429] [ 0.49679009 0.60063395 0.55950999 0.69072775 0.47341941] [ 0.42252021 0.49239883 0.48464902 0.78693109 0.45460782] [ 0.36447946 0.49300915 0.54004785 0.5395571 0.64800697] [ 0.24769893 0.4510434 0.40246096 0.86972217 0.49277193] [ 0.7334873 0.4623117 0.4137853 0.26382699 0.26960074] [ 0.55671912 0.44444561 0.46744454 0.42445392 0.40213838] [ 0.21936272 0.4521522 0.57116468 0.71543357 0.42474526] [ 0.6086468 0.43615447 0.56226441 0.54618237 0.32265355] [ 0.89260425 0.32889853 0.46818236 0.20507299 0.40522902] [ 0.56598201 0.69938442 0.32975631 0.68193662 0.50105879] [ 0.43124937 0.42187586 0.41566901 0.79180598 0.36076857] [ 0.12208964 0.61183678 0.51575721 0.85843431 0.60563916] [ 0.47121854 0.47999313 0.51714909 0.61062468 0.57080598] [ 0.50509152 0.64660499 0.473381 0.6924739 0.41708453] [ 0.57146466 0.58614046 0.45667097 0.50368242 0.34969259] [ 0.375712 0.45661663 0.52772582 0.80787778 0.49615329] [ 0.68499509 0.48529683 0.4356973 0.49388201 0.34449713] [ 0.23844603 0.54011459 0.43814334 0.72112974 0.65908239] [ 0.50876664 0.468819 0.4812628 0.68660587 0.31481205] [ 0.2961206 0.57586649 0.51639786 0.8630208 0.55558958] [ 0.19715657 0.70641808 0.32613961 0.87861353 0.43290623] Progress: 20.9% ... Training loss: 0.643 ... Validation loss: 1.125[ 0.6899327 0.30061582 0.5256032 0.41071561 0.5757352 ] [ 0.31164088 0.63585592 0.44960058 0.79856082 0.50336855] [ 0.79235007 0.26232087 0.53426698 0.32441138 0.33593645] [ 0.24631042 0.63704651 0.51125418 0.69977082 0.41397907] [ 0.6413555 0.48032329 0.49169474 0.39361413 0.35486593] [ 0.60480521 0.60093223 0.48050133 0.46696459 0.61223722] [ 0.58336238 0.45062814 0.55469076 0.49575132 0.50265575] [ 0.70558084 0.41765362 0.51585542 0.53698448 0.40828696] [ 0.28990794 0.51381716 0.41683104 0.65164896 0.70041022] [ 0.5124914 0.29087023 0.48080184 0.49055468 0.46993376] [ 0.61641174 0.56525221 0.51225356 0.48293926 0.45907444] [ 0.69707775 0.40093118 0.47755635 0.42515217 0.44179945] [ 0.40447811 0.48366826 0.43771508 0.5498666 0.33747514] [ 0.61733501 0.35167378 0.50938472 0.56400119 0.30463981] [ 0.49935738 0.59267729 0.31827377 0.67050013 0.47892492] [ 0.12136228 0.57481142 0.3758792 0.87785754 0.44694436] [ 0.83028911 0.4068352 0.59909737 0.16200336 0.35681599] [ 0.42433216 0.36775056 0.58217752 0.65653562 0.56631662] [ 0.75195093 0.5006636 0.44344288 0.15411784 0.33120943] [ 0.81435737 0.41873652 0.48973837 0.29643857 0.42263009] [ 0.58816377 0.43435887 0.53312668 0.30373191 0.38623685] [ 0.46259938 0.35556687 0.63395429 0.70174013 0.45969777] [ 0.72320516 0.43101787 0.43490023 0.4525808 0.35351158] [ 0.7031415 0.37307046 0.51574285 0.2269217 0.4101749 ] [ 0.75348972 0.37443192 0.5617202 0.38251488 0.39835516] [ 0.56351021 0.40530094 0.59902049 0.61699321 0.29937578] [ 0.18109923 0.56466833 0.39354205 0.86635699 0.51299519] [ 0.10220195 0.60439057 0.46818905 0.88842271 0.48354067] [ 0.44517558 0.32683856 0.51108233 0.61254687 0.44810946] [ 0.33970559 0.52553932 0.62302652 0.55713422 0.54746342] [ 0.68353348 0.5469445 0.54180407 0.57013175 0.40314635] [ 0.15073106 0.62294019 0.37869406 0.86117486 0.51426028] [ 0.71689754 0.56483729 0.43590022 0.3914665 0.40574193] [ 0.10326117 0.54422314 0.56083113 0.88585892 0.65306595] [ 0.83245321 0.51982496 0.42673039 0.34556555 0.38133896] [ 0.16765839 0.50397605 0.50866066 0.75241691 0.51862594] [ 0.74834759 0.57587346 0.55561048 0.48534265 0.39999521] [ 0.40462557 0.52643276 0.46850547 0.60376725 0.38912746] [ 0.51821045 0.48869157 0.49803029 0.35145764 0.35619516] [ 0.64852887 0.43619614 0.36876567 0.36471703 0.40717785] [ 0.59394341 0.32843156 0.6282941 0.6472323 0.43351307] [ 0.72260048 0.61144433 0.56868976 0.45907581 0.4634633 ] [ 0.37706565 0.60927053 0.48273794 0.70482639 0.49622008] [ 0.75796128 0.44526851 0.61032927 0.41446144 0.4262468 ] [ 0.11144629 0.62431933 0.42600296 0.8450483 0.4594905 ] [ 0.40348129 0.55488393 0.57669519 0.7734141 0.41240885] [ 0.75383141 0.43115511 0.61611337 0.27864813 0.47239501] [ 0.06393956 0.53195378 0.42331522 0.91595504 0.49968062] [ 0.08914746 0.61891177 0.40174689 0.88200838 0.42021437] [ 0.66711496 0.39792059 0.52859936 0.28959138 0.46165984] [ 0.6778199 0.35411407 0.64454398 0.34406648 0.4817761 ] [ 0.61196066 0.56159295 0.55717606 0.41056517 0.42388627] [ 0.58476226 0.41580796 0.6861294 0.58462831 0.35035426] [ 0.16118152 0.70652911 0.47830454 0.75095459 0.59443258] [ 0.54189479 0.44302727 0.55794626 0.38433453 0.60963373] [ 0.23174628 0.59248035 0.33162016 0.78037927 0.53177214] [ 0.45531786 0.46537552 0.56270219 0.72793431 0.42461388] [ 0.61877089 0.42933384 0.58163513 0.5396102 0.39751516] [ 0.3785794 0.51513471 0.564852 0.68489244 0.42990936] [ 0.65241486 0.62987061 0.47877099 0.57552165 0.46631334] [ 0.78260344 0.41891908 0.72269726 0.1797141 0.45799297] [ 0.90477534 0.37091219 0.5214343 0.19596152 0.34156504] [ 0.6108835 0.54250137 0.59041233 0.4441021 0.37613279] [ 0.53646821 0.36647721 0.5183312 0.32435857 0.59374932] [ 0.590582 0.5009053 0.56714934 0.44240584 0.43979072] [ 0.35423066 0.58128385 0.45558915 0.49015964 0.44717161] [ 0.56068026 0.49216566 0.55613591 0.61247368 0.36520789] [ 0.74829171 0.32253503 0.59545508 0.3433115 0.41207233] [ 0.8956118 0.29654608 0.51430975 0.25583204 0.38738869] [ 0.58131924 0.55804161 0.35636515 0.4495448 0.31118244] [ 0.21335386 0.55376935 0.44524652 0.85575389 0.47559875] [ 0.47631204 0.65317261 0.28194929 0.56296787 0.36994985] [ 0.63105267 0.47925635 0.46274232 0.65233834 0.45879142] [ 0.6732245 0.3482306 0.3980184 0.44314084 0.40464088] [ 0.70607721 0.37628655 0.54873315 0.34291897 0.38937085] [ 0.27305801 0.71469476 0.31624796 0.73954762 0.43194932] [ 0.61113572 0.45207675 0.53591045 0.4167707 0.45286398] [ 0.64143811 0.62764428 0.41502214 0.47017689 0.49359243] [ 0.29473659 0.66652274 0.34349916 0.7591416 0.43747622] [ 0.55999184 0.39888901 0.42427568 0.51720414 0.31492186] [ 0.66582788 0.40972636 0.60389402 0.44357223 0.40094409] [ 0.45085441 0.49539551 0.51731221 0.72285069 0.36353634] [ 0.68718068 0.38678195 0.40865282 0.51501367 0.3100104 ] [ 0.22562445 0.56553735 0.43556465 0.80580858 0.5132801 ] [ 0.62659777 0.41064681 0.54728388 0.47168216 0.48234764] [ 0.78711556 0.4288482 0.48266118 0.17992113 0.38707597] [ 0.73008511 0.4667843 0.58794749 0.29819107 0.496971 ] [ 0.32568014 0.54332904 0.57285661 0.75402653 0.62261279] [ 0.34292791 0.55876452 0.50119494 0.75836797 0.31274469] [ 0.73871621 0.42345626 0.52978491 0.25032949 0.37963655] [ 0.48163038 0.57311561 0.38830199 0.7492164 0.52695296] [ 0.66821489 0.4179043 0.55274238 0.38041745 0.41271198] [ 0.53019406 0.60243481 0.61873471 0.57274899 0.4545029 ] [ 0.60162139 0.64343227 0.3803263 0.59685208 0.37985776] [ 0.73945873 0.49442105 0.52832815 0.17096664 0.4202073 ] [ 0.66020659 0.50122889 0.4773859 0.4848699 0.43533771] [ 0.56594931 0.62157013 0.38072525 0.43451983 0.38995503] [ 0.75739114 0.54756201 0.51456418 0.32479653 0.40778747] [ 0.71387554 0.52067114 0.43576877 0.5410015 0.44113261] [ 0.28993811 0.6519371 0.46014069 0.7501668 0.53988191] [ 0.17532875 0.47246579 0.52042183 0.7562889 0.62961295] [ 0.84465532 0.29951315 0.47778045 0.2041987 0.46132117] [ 0.70098394 0.41790643 0.53817501 0.2023628 0.30782037] [ 0.22235992 0.54308079 0.48580523 0.83982376 0.48578223] [ 0.68077634 0.50494098 0.65312678 0.45842728 0.42665737] [ 0.59500481 0.46078605 0.59272506 0.42066027 0.45753017] [ 0.52632389 0.29387576 0.47732155 0.59729834 0.30375404] [ 0.48204111 0.48532994 0.55442765 0.59416204 0.52788017] [ 0.20676962 0.61764223 0.52690699 0.82581837 0.6545652 ] [ 0.62862286 0.56704279 0.36013923 0.48016322 0.35673895] [ 0.71414866 0.33097935 0.44156263 0.42802308 0.40997489] [ 0.11322187 0.51571826 0.51452145 0.82616228 0.50758359] [ 0.60316854 0.43736735 0.42201759 0.62928048 0.28958617] [ 0.48909577 0.44005069 0.49143307 0.50201908 0.43233589] [ 0.19143682 0.60123163 0.39788509 0.85295441 0.39185294] [ 0.81269469 0.34875875 0.43204878 0.22273333 0.41889403] [ 0.29139091 0.71150259 0.47301067 0.7924006 0.61437034] [ 0.34743396 0.42195449 0.58875433 0.55620852 0.65418624] [ 0.36961459 0.48282472 0.50723356 0.636329 0.58375463] [ 0.1204391 0.72915687 0.37474747 0.88762035 0.49564995] [ 0.11362074 0.66514571 0.44442196 0.93318617 0.61665642] [ 0.49046964 0.47345896 0.57894538 0.6234687 0.47978998] [ 0.41655063 0.43435461 0.49074536 0.64848095 0.44185828] [ 0.5128005 0.48425556 0.52452204 0.76489353 0.41262471] [ 0.73741468 0.40327133 0.62906687 0.22004407 0.40614658] [ 0.18623235 0.44100411 0.40956426 0.85241189 0.41714434] [ 0.56470258 0.56209592 0.40831134 0.48096452 0.54014125] [ 0.43098855 0.44920076 0.46122333 0.78130096 0.38182652] Progress: 21.0% ... Training loss: 0.642 ... Validation loss: 1.125[ 0.69204092 0.40801501 0.53210775 0.41918965 0.43799744] [ 0.29277503 0.66407479 0.4278536 0.7340547 0.49063186] [ 0.36468784 0.49615484 0.63861758 0.72187799 0.41562545] [ 0.39041985 0.56287476 0.58591421 0.57542375 0.62825416] [ 0.35705722 0.61214588 0.44506454 0.63224754 0.5430847 ] [ 0.50460917 0.54209813 0.40972113 0.67268187 0.32549084] [ 0.57993745 0.48014351 0.43676331 0.35039852 0.38357246] [ 0.51286894 0.58715271 0.50409663 0.57302922 0.29750048] [ 0.74876864 0.35819694 0.47023704 0.27951502 0.29862911] [ 0.614648 0.43912025 0.57395451 0.70767577 0.40746175] [ 0.80458377 0.33329186 0.46622338 0.16769213 0.30732085] [ 0.52252979 0.4080254 0.53497049 0.32259224 0.69457287] [ 0.82347549 0.38540542 0.4144048 0.33933373 0.39708705] [ 0.51630927 0.61134782 0.32741583 0.6783853 0.47736014] [ 0.27631682 0.46867353 0.42751108 0.69921157 0.39377982] [ 0.3324619 0.6256668 0.41914463 0.69299513 0.42978537] [ 0.18455889 0.63613367 0.51841231 0.92743489 0.55499218] [ 0.68979153 0.58272554 0.46934684 0.62572949 0.49047417] [ 0.58954345 0.43161051 0.50810657 0.45253556 0.34199532] [ 0.14377547 0.61914833 0.31517336 0.952182 0.45799969] [ 0.19945965 0.71236807 0.30663852 0.86172852 0.53252696] [ 0.8357163 0.44532618 0.50634634 0.21705299 0.34886748] [ 0.27965157 0.66620409 0.47931351 0.74154327 0.4637736 ] [ 0.67230213 0.58983985 0.42447592 0.6427479 0.36321373] [ 0.34048096 0.3696628 0.50634301 0.71492546 0.36567579] [ 0.44498898 0.53104398 0.38071684 0.60476575 0.54832289] [ 0.23702882 0.48831596 0.63199066 0.81066059 0.55580116] [ 0.58519257 0.48293932 0.4946129 0.43884755 0.33759361] [ 0.5104233 0.54575295 0.46750267 0.75980279 0.27492519] [ 0.10061674 0.51435252 0.51845312 0.86566563 0.64868451] [ 0.69637457 0.50944208 0.49482161 0.25879692 0.44980293] [ 0.7300839 0.56218294 0.62968807 0.43725901 0.42976731] [ 0.87644472 0.43840622 0.53413715 0.22884948 0.37059895] [ 0.78675859 0.34258275 0.49787836 0.25221775 0.35292022] [ 0.4778331 0.37919259 0.49820205 0.69828869 0.41056469] [ 0.78956605 0.25090557 0.7088102 0.17168019 0.45758284] [ 0.24024663 0.47688672 0.54122817 0.83378735 0.60144429] [ 0.59690088 0.45320583 0.50541252 0.59235456 0.46277034] [ 0.83942281 0.40989411 0.58471849 0.22531773 0.39144036] [ 0.43830948 0.61918076 0.43951601 0.59054363 0.30132263] [ 0.40170352 0.50362314 0.40694673 0.34308744 0.47569468] [ 0.62706825 0.37127965 0.49823042 0.37230155 0.49395269] [ 0.49715434 0.62309789 0.52119576 0.66321859 0.3912936 ] [ 0.56764662 0.36201842 0.61002519 0.47929008 0.3961523 ] [ 0.4135271 0.40680127 0.54945888 0.45382163 0.49233591] [ 0.6933247 0.3803871 0.48076904 0.41310247 0.4693386 ] [ 0.43781256 0.41736194 0.41333783 0.58964488 0.64156924] [ 0.68532038 0.56412816 0.41443888 0.39546069 0.51831973] [ 0.28781008 0.60225933 0.54342604 0.69778683 0.56079441] [ 0.64620266 0.47602709 0.48237247 0.37559553 0.4847356 ] [ 0.21532257 0.66356849 0.45044014 0.79286485 0.57325965] [ 0.63717971 0.4830887 0.53931981 0.4275816 0.38316649] [ 0.10369142 0.50687259 0.51470286 0.87991036 0.63297769] [ 0.29271944 0.64993893 0.37148163 0.78791169 0.43238323] [ 0.49329784 0.47378419 0.52334416 0.51032119 0.40861947] [ 0.71002592 0.36971403 0.52178383 0.33837763 0.47182202] [ 0.3689268 0.43790358 0.43185448 0.81770284 0.37981793] [ 0.31059144 0.50831429 0.60282794 0.73565629 0.49593521] [ 0.09615719 0.57010621 0.34338245 0.95009296 0.54943099] [ 0.33087506 0.65633453 0.42042392 0.71282683 0.45000475] [ 0.71918591 0.37573747 0.63078611 0.30915017 0.35454131] [ 0.78063945 0.42700429 0.51492075 0.32126295 0.41691869] [ 0.18349252 0.56440164 0.40619925 0.64732244 0.42588897] [ 0.37733322 0.55442437 0.50628524 0.47846141 0.57299029] [ 0.43654289 0.60331153 0.5338181 0.67696164 0.45893585] [ 0.24871873 0.47731677 0.5075323 0.73725473 0.48475618] [ 0.4737579 0.37051286 0.45158731 0.50912735 0.38332459] [ 0.56908212 0.41423528 0.56641603 0.51527201 0.50542006] [ 0.28261903 0.67792206 0.47338553 0.75162728 0.52675529] [ 0.55038971 0.39549769 0.42054043 0.63259061 0.34207899] [ 0.44045832 0.52132468 0.35785865 0.56395635 0.47001666] [ 0.14927521 0.55395629 0.49634338 0.82990822 0.58288703] [ 0.45487204 0.61829971 0.38547557 0.68635656 0.29784094] [ 0.45528512 0.4603524 0.4650549 0.77310188 0.34673359] [ 0.59143117 0.5312575 0.42129188 0.63377724 0.31175341] [ 0.44254814 0.4924983 0.55924509 0.40306459 0.57868736] [ 0.90561787 0.34703089 0.51564085 0.16520248 0.28618621] [ 0.61677965 0.52993495 0.52226491 0.4385643 0.48307021] [ 0.75747866 0.49013678 0.51010907 0.19165829 0.45097013] [ 0.32496351 0.62556013 0.51811347 0.48166422 0.61428183] [ 0.5106269 0.62960297 0.33848028 0.57241284 0.37531098] [ 0.5852326 0.36497884 0.63622655 0.41338 0.35335583] [ 0.74763598 0.36993354 0.43250049 0.19005712 0.34319341] [ 0.81070801 0.32510798 0.56727965 0.16926085 0.38567561] [ 0.68850035 0.47395309 0.50467659 0.36782381 0.42438361] [ 0.80923971 0.28937856 0.57032588 0.28837527 0.40749187] [ 0.28964482 0.53122025 0.46706827 0.75864373 0.35217576] [ 0.25541456 0.4907587 0.6240215 0.79812084 0.46217706] [ 0.85685242 0.39006065 0.6212496 0.15914152 0.38924084] [ 0.29936591 0.67106 0.36534751 0.78230825 0.47946033] [ 0.55040072 0.49047568 0.39056346 0.48536409 0.37122026] [ 0.68652264 0.40496085 0.4239207 0.37519415 0.4262683 ] [ 0.66667359 0.49300139 0.41105212 0.31920976 0.35219653] [ 0.28556446 0.61602528 0.37071419 0.62406687 0.46627282] [ 0.71168177 0.45350818 0.47200729 0.41568624 0.36424103] [ 0.74326981 0.41563931 0.5985078 0.31121559 0.39199632] [ 0.47199808 0.57104453 0.45278272 0.55248601 0.35291568] [ 0.64111729 0.43913055 0.7187619 0.57929186 0.41586315] [ 0.70608545 0.55840843 0.39149715 0.48953216 0.36061523] [ 0.84591827 0.35718221 0.61151557 0.21547704 0.42884809] [ 0.77854071 0.37473018 0.55655991 0.29242455 0.33210366] [ 0.8007032 0.42498036 0.44183569 0.32798875 0.42372414] [ 0.61154526 0.59124035 0.35263917 0.52821424 0.36086712] [ 0.6263908 0.37980351 0.46387478 0.32637275 0.46061422] [ 0.72433116 0.40660827 0.58712919 0.39049219 0.43478439] [ 0.74606551 0.5498486 0.51932198 0.348886 0.58766194] [ 0.66139577 0.49532249 0.46023705 0.52187459 0.39209924] [ 0.83266743 0.3177994 0.67023409 0.16315127 0.44523995] [ 0.66853709 0.44720226 0.45623242 0.38959342 0.46407281] [ 0.3785226 0.59086816 0.51319575 0.54404597 0.58527681] [ 0.6887217 0.41101352 0.47347126 0.37267807 0.36441107] [ 0.29429183 0.66698712 0.34330907 0.75939854 0.43769876] [ 0.74807889 0.30812363 0.51002489 0.19587595 0.41878429] [ 0.21607556 0.6162524 0.52759191 0.8269303 0.61643996] [ 0.19452402 0.58668792 0.4488016 0.80593346 0.41678227] [ 0.73714007 0.51512699 0.38568864 0.37156865 0.34707556] [ 0.7346732 0.38833035 0.60736166 0.17493952 0.52290491] [ 0.89323917 0.35965205 0.45731459 0.1296222 0.26173616] [ 0.26201009 0.55230558 0.39667423 0.60367991 0.58273348] [ 0.62741465 0.41410465 0.66460081 0.42582518 0.45379621] [ 0.4930151 0.48277636 0.40537666 0.48780593 0.50750344] [ 0.60530312 0.4504382 0.3863756 0.42328114 0.3708173 ] [ 0.47140349 0.47915951 0.45507111 0.66162671 0.58095843] [ 0.81636087 0.48726118 0.28582938 0.38890949 0.29307639] [ 0.39447864 0.70357637 0.48115335 0.72463472 0.60865694] [ 0.29108635 0.49379971 0.44932317 0.80103777 0.34999132] [ 0.48106732 0.67284167 0.31465199 0.61806801 0.31590518] [ 0.84369613 0.47055298 0.59420934 0.13976193 0.45906455] Progress: 21.1% ... Training loss: 0.642 ... Validation loss: 1.118[ 0.19372014 0.69517245 0.39250273 0.77499711 0.44334038] [ 0.49871639 0.51190596 0.64055341 0.72394553 0.44637512] [ 0.16632622 0.61062982 0.41101385 0.8246447 0.38326166] [ 0.40409045 0.64386699 0.54090305 0.64812548 0.59627269] [ 0.06511337 0.62940153 0.42084941 0.92132828 0.48400656] [ 0.17199672 0.60300704 0.40869818 0.83282279 0.42424316] [ 0.38572629 0.65771569 0.33531903 0.57176716 0.40925454] [ 0.81602553 0.339177 0.55615733 0.20618827 0.32174576] [ 0.73315371 0.42548212 0.50293274 0.36801185 0.36492313] [ 0.68159714 0.43350267 0.61878238 0.34513231 0.43996346] [ 0.44672407 0.55419827 0.44437018 0.61016872 0.52004797] [ 0.69184004 0.45401411 0.52544928 0.56439521 0.39559812] [ 0.45094297 0.48590856 0.45081814 0.66111821 0.36123832] [ 0.84105637 0.34880947 0.53870056 0.22573555 0.47039419] [ 0.59416857 0.36795174 0.47004681 0.50412 0.44720281] [ 0.72262942 0.41304352 0.5933989 0.31099135 0.4737213 ] [ 0.83696567 0.44941128 0.5438966 0.18508864 0.39783468] [ 0.51880505 0.47052513 0.43406719 0.63160382 0.3108373 ] [ 0.21390782 0.49649755 0.52898241 0.77743299 0.52380743] [ 0.60957766 0.43075323 0.46127464 0.34517705 0.39292707] [ 0.13055688 0.59341501 0.61487646 0.82056018 0.55625668] [ 0.48143747 0.50019077 0.58198519 0.73184882 0.48569263] [ 0.79665469 0.32536447 0.5937946 0.27222934 0.38043044] [ 0.2844912 0.51831075 0.55548861 0.67751068 0.61624151] [ 0.52948493 0.49656904 0.4881976 0.32189165 0.36323832] [ 0.89111356 0.41593659 0.65121902 0.12191919 0.42918342] [ 0.67105077 0.4578714 0.51128673 0.3271639 0.29032134] [ 0.27333387 0.46897988 0.46925101 0.79791285 0.41629133] [ 0.53649772 0.50469405 0.36935288 0.65889964 0.44870471] [ 0.56811828 0.58884446 0.40485156 0.51401654 0.34268851] [ 0.34231501 0.53763576 0.5184954 0.79089228 0.61027206] [ 0.51055367 0.47745152 0.45669935 0.77061467 0.33571868] [ 0.55441237 0.39867754 0.52959492 0.73355175 0.42238897] [ 0.84767321 0.51910664 0.42135535 0.30464544 0.37992295] [ 0.26281367 0.54414123 0.55634852 0.74339399 0.43997405] [ 0.4649349 0.5746384 0.44115474 0.37656392 0.40534694] [ 0.76533683 0.26891483 0.52292111 0.30573503 0.43576956] [ 0.47412539 0.57663178 0.38862222 0.61952588 0.46043807] [ 0.75070575 0.60910322 0.39485894 0.51729892 0.34979946] [ 0.62072342 0.54363556 0.38120916 0.75568244 0.39970246] [ 0.65265475 0.52344261 0.44729173 0.25002233 0.44171668] [ 0.68629265 0.56423755 0.59209942 0.45130263 0.37100087] [ 0.13076565 0.43404816 0.50746068 0.83468205 0.61936536] [ 0.68153881 0.44629613 0.51040992 0.40768837 0.39200617] [ 0.59211798 0.52280323 0.52005018 0.46855152 0.61365061] [ 0.57548386 0.33618102 0.54383268 0.37540518 0.45884852] [ 0.8533615 0.48036529 0.48447884 0.27910423 0.38344459] [ 0.3509641 0.67876595 0.52326461 0.67949469 0.48967912] [ 0.75016231 0.45924091 0.44367882 0.32559898 0.47362708] [ 0.6010919 0.32132555 0.44978805 0.42387385 0.41687696] [ 0.26111755 0.64438288 0.52499759 0.71447812 0.49340151] [ 0.40881823 0.6875995 0.33619161 0.70782999 0.44836671] [ 0.32758691 0.51381234 0.57233174 0.72948157 0.50305905] [ 0.24465738 0.66145456 0.36707257 0.71570727 0.48326646] [ 0.75080676 0.3880228 0.50715869 0.28816736 0.40468301] [ 0.66922201 0.49416425 0.46145816 0.36174955 0.42238396] [ 0.46259848 0.45445043 0.42452122 0.67868569 0.54583132] [ 0.21821388 0.59673127 0.45428119 0.86329345 0.38225314] [ 0.74306506 0.55954611 0.45633194 0.36110981 0.40897534] [ 0.49255483 0.60384838 0.63552659 0.6443619 0.48938976] [ 0.38620105 0.62582838 0.57162988 0.70577062 0.52696507] [ 0.5665176 0.57623555 0.53423438 0.52628247 0.49078462] [ 0.6924627 0.46449251 0.41531559 0.46231208 0.43104516] [ 0.71326397 0.52105311 0.43561476 0.54142974 0.44128782] [ 0.41089141 0.30925059 0.48388885 0.65257488 0.43240035] [ 0.48277866 0.49988325 0.42038991 0.55474658 0.39331039] [ 0.89898763 0.49388394 0.49433939 0.22348489 0.34544873] [ 0.21036745 0.64947796 0.42378328 0.75495415 0.45010126] [ 0.54329596 0.41487444 0.6507233 0.42096607 0.49002687] [ 0.48030339 0.51653001 0.42389246 0.64220835 0.57938282] [ 0.55928763 0.55102656 0.58394092 0.54100326 0.41227313] [ 0.79559235 0.41978808 0.46121321 0.36374641 0.42180641] [ 0.64536543 0.38476246 0.61142189 0.29816657 0.45510466] [ 0.34645852 0.59961835 0.46487263 0.66272114 0.3734063 ] [ 0.7001522 0.43547592 0.52612367 0.37324569 0.4757671 ] [ 0.10155607 0.55227249 0.50370978 0.80044295 0.49227529] [ 0.71959607 0.42875859 0.53511346 0.37249922 0.40299337] [ 0.50804988 0.52727669 0.41889684 0.35676769 0.3838016 ] [ 0.80885795 0.30106522 0.68531206 0.18143705 0.4403852 ] [ 0.53636113 0.43329309 0.62686382 0.63415874 0.4409706 ] [ 0.23892 0.52813196 0.43560173 0.80720682 0.37019087] [ 0.87107979 0.42344242 0.46512274 0.15374142 0.25705277] [ 0.39465708 0.53195102 0.57554418 0.56699013 0.53189302] [ 0.18299226 0.56476472 0.40605152 0.64779154 0.42603192] [ 0.3032267 0.67919722 0.49211288 0.72589861 0.44430397] [ 0.69673792 0.53414441 0.43518264 0.36058588 0.43033171] [ 0.50542797 0.49131865 0.52202534 0.46105265 0.59291071] [ 0.74458661 0.41813325 0.44614731 0.42036559 0.43145996] [ 0.47166966 0.52788981 0.37480865 0.64956798 0.30382001] [ 0.52794304 0.5965022 0.41082202 0.64604155 0.43370586] [ 0.84520985 0.30845 0.38075694 0.14587447 0.30073401] [ 0.7890973 0.33806717 0.44381108 0.29031787 0.43144207] [ 0.47403295 0.47704484 0.48444529 0.50391267 0.42396163] [ 0.5667685 0.38503421 0.60434673 0.48249535 0.51272668] [ 0.68358154 0.39478604 0.60889504 0.39602358 0.4611539 ] [ 0.53933705 0.37248717 0.53355641 0.52824738 0.55497957] [ 0.41355491 0.50584608 0.5223435 0.77636822 0.35134301] [ 0.55166818 0.4917636 0.53414942 0.58486633 0.357686 ] [ 0.48212376 0.65431229 0.4631176 0.58023861 0.65120451] [ 0.48613014 0.67692629 0.40616328 0.75377648 0.56014485] [ 0.21798597 0.70891219 0.42112368 0.69774088 0.5250462 ] [ 0.81746145 0.36410159 0.6742584 0.24787807 0.39832724] [ 0.38946604 0.71858136 0.37169255 0.69079786 0.40524574] [ 0.67410085 0.33116852 0.52258373 0.46158523 0.42693197] [ 0.3392262 0.68629713 0.46292395 0.58558908 0.52396202] [ 0.51700028 0.54785658 0.55336471 0.25949365 0.43506528] [ 0.18348462 0.67063469 0.42748925 0.85443073 0.57146883] [ 0.74283929 0.51163394 0.58246249 0.51485874 0.4013626 ] [ 0.88897091 0.29601522 0.70635443 0.14547001 0.38006433] [ 0.83027678 0.61027158 0.54415844 0.42811478 0.38713769] [ 0.52895614 0.43746424 0.54524479 0.52305779 0.32164655] [ 0.39200537 0.42780239 0.33420197 0.54749353 0.42892241] [ 0.32604345 0.58560998 0.3788543 0.84733597 0.61898197] [ 0.85205559 0.34657284 0.61693515 0.21426895 0.46527062] [ 0.5015587 0.53451615 0.42535645 0.41538472 0.44797246] [ 0.21811583 0.53671424 0.40766684 0.72289699 0.48333901] [ 0.31037361 0.54232704 0.54521656 0.86348263 0.54511789] [ 0.29358765 0.58185003 0.58225971 0.79184638 0.51760032] [ 0.1040265 0.60620741 0.37125528 0.90288588 0.57236721] [ 0.59759188 0.54607436 0.51684216 0.48844619 0.40863489] [ 0.68157344 0.53030554 0.56747235 0.37742004 0.41763593] [ 0.14846809 0.5867025 0.56993138 0.85832453 0.66057415] [ 0.11126645 0.59805009 0.53834631 0.90936433 0.65565026] [ 0.3627864 0.45088315 0.50905124 0.54164186 0.4534303 ] [ 0.6139891 0.50065643 0.51273879 0.43261916 0.40388136] [ 0.53284972 0.52988127 0.58156746 0.6510159 0.3428109 ] [ 0.79814932 0.41011956 0.51767197 0.22195888 0.29132157] [ 0.78387644 0.48205776 0.5464737 0.28340319 0.3205682 ] Progress: 21.1% ... Training loss: 0.642 ... Validation loss: 1.118[ 0.80624484 0.49633212 0.33272485 0.40070324 0.33145514] [ 0.27104276 0.61091042 0.50857721 0.82913574 0.44275808] [ 0.7164205 0.36674183 0.36790527 0.32788155 0.39357924] [ 0.10884159 0.58006319 0.44206856 0.89288469 0.42652735] [ 0.89117645 0.38839172 0.53148982 0.22044453 0.3607373 ] [ 0.70400973 0.52152617 0.49959198 0.41375305 0.39869163] [ 0.47853931 0.51912986 0.50601365 0.51251061 0.56559612] [ 0.57975602 0.50899744 0.5712383 0.44001703 0.38189165] [ 0.72318697 0.36149148 0.35377612 0.40665108 0.31457361] [ 0.43748309 0.52093303 0.56392829 0.70125793 0.32898736] [ 0.3943646 0.55254716 0.44523379 0.70439682 0.57466137] [ 0.82272742 0.35951369 0.53401504 0.20909528 0.44903188] [ 0.77178346 0.48537236 0.4831891 0.32426896 0.34240756] [ 0.34857241 0.5303163 0.41637033 0.64966761 0.61613168] [ 0.12722252 0.5832806 0.47416835 0.94206742 0.60760329] [ 0.77153336 0.40780161 0.58494667 0.29336222 0.49796917] [ 0.36531101 0.51239972 0.42086612 0.60759891 0.49927646] [ 0.64347974 0.48032542 0.41213386 0.40467896 0.33130506] [ 0.40983839 0.49963932 0.47511316 0.61272937 0.45072222] [ 0.71883293 0.42427261 0.38065926 0.36899445 0.31637688] [ 0.71538081 0.5614725 0.52166116 0.57444657 0.33016459] [ 0.67503252 0.43119437 0.45695594 0.3758084 0.36038183] [ 0.5380739 0.53669984 0.6560464 0.60124325 0.39583004] [ 0.44242102 0.55001235 0.43201875 0.66118479 0.33236468] [ 0.30697166 0.61780043 0.37098366 0.83199587 0.5886494 ] [ 0.74894048 0.37128715 0.42711648 0.26411178 0.375206 ] [ 0.38231696 0.52223074 0.42503921 0.60902722 0.53547791] [ 0.34080014 0.55384252 0.41974706 0.73042441 0.53053655] [ 0.46125821 0.5652078 0.54360371 0.55673568 0.5028967 ] [ 0.49026691 0.58683509 0.49825318 0.5460863 0.40389078] [ 0.56623684 0.45446204 0.45597832 0.48630043 0.51513921] [ 0.73920432 0.33925496 0.70314322 0.30953851 0.44941031] [ 0.65944587 0.5101143 0.49297349 0.42323001 0.39877205] [ 0.13080443 0.6410736 0.45749485 0.90145981 0.53693515] [ 0.77823185 0.39964633 0.58731207 0.30430418 0.40914508] [ 0.15771595 0.53048116 0.46373179 0.87710307 0.55858133] [ 0.91061432 0.3090898 0.5693512 0.16235813 0.32498368] [ 0.16750137 0.50428263 0.39850994 0.86646867 0.59815747] [ 0.46583304 0.44237977 0.51879235 0.62756142 0.36599995] [ 0.80460097 0.32834306 0.51663416 0.20719991 0.46782829] [ 0.51961865 0.48908364 0.47556079 0.59253615 0.38069573] [ 0.45289125 0.50097421 0.60470892 0.7459158 0.46359236] [ 0.65462055 0.33273512 0.52813303 0.32032066 0.43997083] [ 0.8686488 0.46437479 0.48339292 0.22653913 0.36481455] [ 0.55026202 0.52727475 0.48205367 0.43549765 0.38838676] [ 0.60070875 0.51440906 0.51666268 0.49944779 0.41861338] [ 0.48940339 0.41798808 0.44033425 0.76921669 0.37916105] [ 0.17903809 0.51501843 0.55911533 0.89096876 0.64159335] [ 0.11344992 0.60472477 0.40949126 0.90997107 0.42853884] [ 0.25497963 0.56192784 0.60859374 0.78244909 0.50870975] [ 0.45672844 0.62496267 0.35928401 0.74866401 0.53172607] [ 0.21725618 0.57774707 0.38747045 0.78270518 0.43375929] [ 0.10737362 0.55972029 0.52357015 0.92370858 0.66124488] [ 0.74060947 0.39740433 0.62431455 0.31199835 0.37029618] [ 0.12553655 0.53031381 0.35599913 0.94408582 0.42159386] [ 0.61369059 0.5007534 0.5127028 0.43282861 0.40390767] [ 0.33972378 0.44974548 0.44968296 0.55678283 0.41149667] [ 0.46624195 0.46981275 0.58335212 0.54956402 0.47518698] [ 0.47580981 0.48009463 0.49909001 0.5758408 0.487431 ] [ 0.30760098 0.49170257 0.46091583 0.46465466 0.59096628] [ 0.43919973 0.58241183 0.30467669 0.76634678 0.51266931] [ 0.19441882 0.52617669 0.52510185 0.78542054 0.45310537] [ 0.70334464 0.43534263 0.5402311 0.31302035 0.47456635] [ 0.48211334 0.49912935 0.41714413 0.67584154 0.36180674] [ 0.71408847 0.42117111 0.39935896 0.2501017 0.32142261] [ 0.61365779 0.48030634 0.44595614 0.37306978 0.52048988] [ 0.80486555 0.28420888 0.60438146 0.19464963 0.44373574] [ 0.58045577 0.65441204 0.36814075 0.72704681 0.31621008] [ 0.6763047 0.58979353 0.5297913 0.51963234 0.44375775] [ 0.25790683 0.63299774 0.48386743 0.78529833 0.54574329] [ 0.3146054 0.54487506 0.47530863 0.75301014 0.35638022] [ 0.73297284 0.3744054 0.55182417 0.33618353 0.41334511] [ 0.74078664 0.4811467 0.54945379 0.40245327 0.44959122] [ 0.47648839 0.64675859 0.36494748 0.6185326 0.4631804 ] [ 0.08490813 0.6378384 0.55270233 0.88628493 0.62802926] [ 0.11982412 0.64879398 0.47106038 0.80763832 0.47182228] [ 0.17801294 0.60835839 0.45603503 0.84940719 0.45322222] [ 0.67503252 0.43119437 0.45695594 0.3758084 0.36038183] [ 0.41229667 0.58121998 0.38627192 0.62576523 0.47700896] [ 0.21733313 0.47921549 0.48887803 0.88571161 0.59212586] [ 0.45705822 0.51342108 0.47958581 0.65039508 0.44701304] [ 0.39454538 0.48677477 0.4609503 0.62069085 0.46430496] [ 0.16119238 0.67138485 0.46300935 0.79075263 0.48396743] [ 0.54264343 0.51229577 0.59923915 0.39253915 0.44910527] [ 0.46593484 0.60287751 0.42703542 0.6901642 0.39316917] [ 0.20824078 0.55630327 0.54491582 0.76907442 0.5242664 ] [ 0.70649765 0.51799947 0.38558938 0.36558018 0.3224031 ] [ 0.44266048 0.45808564 0.48953299 0.43029912 0.67817373] [ 0.50774216 0.50253328 0.56102378 0.53696113 0.49779815] [ 0.74922064 0.48942136 0.486188 0.40856309 0.37848928] [ 0.78200954 0.43878658 0.54443273 0.20273331 0.40771361] [ 0.67483835 0.40028781 0.53824991 0.26091183 0.45822815] [ 0.80603629 0.3744797 0.46156072 0.23468283 0.30019987] [ 0.32668827 0.66679041 0.54667416 0.69882465 0.51903686] [ 0.19394198 0.47632207 0.42799166 0.84869014 0.41865535] [ 0.5265177 0.52859584 0.50978641 0.3911614 0.49883405] [ 0.15821825 0.6019427 0.40969579 0.93923517 0.49831816] [ 0.3071465 0.70349237 0.34016723 0.8025253 0.38674732] [ 0.46652069 0.55533912 0.57376339 0.77531738 0.45692128] [ 0.32205276 0.55944396 0.47367224 0.66159144 0.57549448] [ 0.62043436 0.48820249 0.42732831 0.4626978 0.33888634] [ 0.4720456 0.49112406 0.42533394 0.78265422 0.30285164] [ 0.67572369 0.44398193 0.64013246 0.24353767 0.48793426] [ 0.76342802 0.37271237 0.66393242 0.26613137 0.41424818] [ 0.24486672 0.52508532 0.60069435 0.69025175 0.69876204] [ 0.24716572 0.58530584 0.43825328 0.56948473 0.58725459] [ 0.41326307 0.43101937 0.64357126 0.66556706 0.38486297] [ 0.43206172 0.48191747 0.45813722 0.63888072 0.44256891] [ 0.4602694 0.3758432 0.5122868 0.67216264 0.31022747] [ 0.47823353 0.44854438 0.66905824 0.70231479 0.44865084] [ 0.17082292 0.55627922 0.51776315 0.72540364 0.45985665] [ 0.22931475 0.64700586 0.46811055 0.88138218 0.32188188] [ 0.62974815 0.57546427 0.48188315 0.52625334 0.41928109] [ 0.25527837 0.55874927 0.48830111 0.75721273 0.53242902] [ 0.63163698 0.48898667 0.53111409 0.4645729 0.52634529] [ 0.4185921 0.56246769 0.27947719 0.6724203 0.42059768] [ 0.17821702 0.66688951 0.41405139 0.76402898 0.51465793] [ 0.20649233 0.65977007 0.46224712 0.77679846 0.42267686] [ 0.4628594 0.51296192 0.50625649 0.70722184 0.40834129] [ 0.27262362 0.60795521 0.59274556 0.82652234 0.6015457 ] [ 0.68042172 0.46083197 0.55333098 0.40854013 0.51952712] [ 0.36031234 0.42131383 0.41289911 0.78315353 0.3716415 ] [ 0.51041546 0.52975509 0.43879818 0.40543578 0.40068029] [ 0.80696771 0.45165231 0.35864817 0.29956806 0.3305181 ] [ 0.42831758 0.50509653 0.3812052 0.52926801 0.44660433] [ 0.78084028 0.44418149 0.47985599 0.25709664 0.40522006] [ 0.24853154 0.5213535 0.45692755 0.72118901 0.51784615] [ 0.11904058 0.52535993 0.52191014 0.8108428 0.53201109] Progress: 21.1% ... Training loss: 0.642 ... Validation loss: 1.114[ 0.86864755 0.41222501 0.51874989 0.20316942 0.23612479] [ 0.60229558 0.3932646 0.59216422 0.38152718 0.36437109] [ 0.77011418 0.42974587 0.42263907 0.26147006 0.33159764] [ 0.32431342 0.57238463 0.45571356 0.74410412 0.36803435] [ 0.71255551 0.29427369 0.63174114 0.38795605 0.47887424] [ 0.57082153 0.51022604 0.6315471 0.40859187 0.48835163] [ 0.49196234 0.55547479 0.45190598 0.38949225 0.46243971] [ 0.49388621 0.37485731 0.57432085 0.71053218 0.42742138] [ 0.25406733 0.56259337 0.60834076 0.78295645 0.50897108] [ 0.73037187 0.56253156 0.46953129 0.55004362 0.34202596] [ 0.53018633 0.54785328 0.37331033 0.597294 0.36639425] [ 0.23085526 0.59363263 0.33119415 0.78097066 0.53228117] [ 0.7277058 0.49689994 0.55281738 0.38349036 0.46286338] [ 0.4877015 0.42025679 0.39186702 0.60468425 0.41085275] [ 0.17954294 0.49208399 0.49969329 0.86556748 0.51689343] [ 0.51994767 0.58167991 0.53716565 0.5910821 0.50131124] [ 0.1202915 0.53648667 0.36775614 0.93645 0.53074243] [ 0.35803676 0.53895744 0.39358628 0.70338925 0.43080367] [ 0.51588196 0.50174258 0.51283548 0.413228 0.4134919 ] [ 0.80557223 0.44987537 0.55447508 0.30605459 0.3725403 ] [ 0.66824606 0.43819116 0.35292695 0.50959244 0.52347866] [ 0.48552128 0.42929593 0.47647301 0.60599577 0.38035117] [ 0.30959038 0.61566124 0.56723004 0.76475954 0.64858213] [ 0.64188456 0.62746411 0.41509009 0.46984183 0.49353259] [ 0.41793077 0.6055402 0.44078176 0.642193 0.3679498 ] [ 0.78351165 0.4130078 0.50848977 0.24669696 0.45610677] [ 0.50704766 0.58056313 0.44864648 0.71529178 0.5228254 ] [ 0.18995809 0.58140806 0.59339866 0.82314369 0.42597438] [ 0.61418969 0.47622521 0.51982937 0.53167085 0.3640107 ] [ 0.46736565 0.53582402 0.4731703 0.48161876 0.54278869] [ 0.59865952 0.45850022 0.39662178 0.59217151 0.36786992] [ 0.23339327 0.40154955 0.51368382 0.86816721 0.41842612] [ 0.33586923 0.51664004 0.55098005 0.70779981 0.52275681] [ 0.7648064 0.46075942 0.6391311 0.16762208 0.41359722] [ 0.40491638 0.61658892 0.52122486 0.78822406 0.43742305] [ 0.14677684 0.62202116 0.42319136 0.86758917 0.62373813] [ 0.87566734 0.46560626 0.49491112 0.29690521 0.28928789] [ 0.78595096 0.42299873 0.47704332 0.47087896 0.39123516] [ 0.52909676 0.55894199 0.51010985 0.52881601 0.40406911] [ 0.26024891 0.57118131 0.55453345 0.81833858 0.4736841 ] [ 0.74992765 0.4527218 0.50320459 0.31051466 0.38745207] [ 0.4007982 0.49411015 0.45459141 0.52982703 0.60173609] [ 0.44201123 0.4274206 0.62475524 0.65005082 0.41482355] [ 0.48113619 0.43758402 0.64998638 0.69766134 0.46054168] [ 0.62638589 0.39264067 0.57725239 0.68386868 0.41667935] [ 0.68156561 0.42361481 0.51539412 0.36533755 0.39531142] [ 0.73227111 0.3149736 0.54002995 0.28724882 0.44510555] [ 0.64740786 0.51508532 0.50898555 0.51847239 0.44936701] [ 0.53086135 0.63191955 0.4491332 0.70551506 0.33479094] [ 0.19134801 0.56060199 0.58623814 0.82971717 0.66503989] [ 0.49730481 0.53230512 0.49119423 0.57840317 0.62828438] [ 0.70561213 0.58833094 0.42472108 0.46686797 0.43114243] [ 0.3934388 0.54955039 0.4521103 0.47102798 0.54287802] [ 0.28983346 0.65947909 0.39996577 0.79143526 0.47424667] [ 0.47358972 0.63583017 0.52665052 0.71174135 0.46991918] [ 0.74713989 0.57634697 0.55540965 0.48626489 0.40015382] [ 0.25698983 0.74468878 0.26568104 0.8050275 0.52693318] [ 0.67309912 0.33153555 0.52242606 0.46226421 0.42707509] [ 0.81878529 0.54027504 0.40708032 0.3140346 0.29182026] [ 0.46278461 0.53793326 0.447156 0.53730841 0.47785344] [ 0.53262601 0.51107392 0.49820001 0.58841671 0.4087046 ] [ 0.62718315 0.41276058 0.43148782 0.7214341 0.27850986] [ 0.25055547 0.54569097 0.51034921 0.75759704 0.45178185] [ 0.41893525 0.534119 0.53498286 0.80297975 0.42066893] [ 0.60657819 0.40961165 0.51702617 0.24615532 0.39922329] [ 0.76555428 0.35994062 0.54107506 0.15016817 0.46326051] [ 0.53817536 0.37328841 0.64096716 0.52128951 0.33760148] [ 0.46683992 0.40329132 0.58246342 0.77147654 0.52677519] [ 0.73500852 0.41766127 0.49355263 0.23676755 0.43330074] [ 0.67295927 0.49358665 0.50059191 0.32545668 0.45170298] [ 0.90431642 0.37101582 0.5213762 0.19636612 0.34156848] [ 0.22946618 0.67713347 0.54261837 0.80204244 0.55622987] [ 0.30331228 0.55551994 0.44760644 0.70678607 0.39000636] [ 0.55617469 0.41766405 0.54380294 0.24688471 0.57102233] [ 0.37543111 0.51809774 0.57797172 0.74308513 0.51001473] [ 0.73516955 0.34890562 0.53983797 0.2804289 0.34268259] [ 0.19437415 0.41900294 0.45986341 0.81321893 0.45369396] [ 0.22483835 0.56677909 0.4350633 0.80636556 0.51381543] [ 0.79749128 0.45835393 0.61887242 0.40784768 0.3639025 ] [ 0.58709544 0.46234934 0.37936841 0.63989115 0.36316221] [ 0.68151268 0.39800674 0.58608968 0.41145966 0.45644883] [ 0.33301186 0.45980479 0.39279414 0.62730052 0.53612213] [ 0.59702368 0.53103201 0.49193573 0.48562542 0.37851429] [ 0.54761254 0.55482124 0.36211683 0.47458038 0.41163431] [ 0.18224411 0.6980743 0.4423013 0.75562697 0.58268156] [ 0.50376817 0.49652818 0.54209806 0.46451215 0.48124881] [ 0.44156551 0.43932762 0.5059025 0.6897415 0.31199352] [ 0.51617009 0.48782197 0.5072769 0.47451935 0.50245235] [ 0.46082415 0.46169401 0.50118727 0.51195771 0.42310998] [ 0.69897905 0.39348741 0.5886494 0.41655736 0.3957992 ] [ 0.54079724 0.51817586 0.54027799 0.50484407 0.38143107] [ 0.49366108 0.3418911 0.49434571 0.53173164 0.63051051] [ 0.14548832 0.51342937 0.51998234 0.87318647 0.51987813] [ 0.52247808 0.3600451 0.68579608 0.48629602 0.40173509] [ 0.33543527 0.5190445 0.44973911 0.72301027 0.40114632] [ 0.06211534 0.63208433 0.43472123 0.907965 0.5500315 ] [ 0.7538272 0.41010125 0.42976959 0.30434649 0.30053041] [ 0.5931212 0.59664749 0.48058211 0.46726381 0.51315345] [ 0.59442834 0.41506807 0.57897069 0.49723545 0.39069494] [ 0.43795173 0.61831597 0.53582592 0.67990572 0.46421954] [ 0.78213933 0.31534256 0.50477138 0.34164235 0.47105427] [ 0.50839872 0.43531195 0.40397203 0.47534363 0.4899034 ] [ 0.31812352 0.5387651 0.41877708 0.76811343 0.35949279] [ 0.71974668 0.52303669 0.51176436 0.42796785 0.33547875] [ 0.73869416 0.42866606 0.38479627 0.40743871 0.31953401] [ 0.31441252 0.61451391 0.43601876 0.69489434 0.39369186] [ 0.35165181 0.41593778 0.4645007 0.68496487 0.40559439] [ 0.19261375 0.64339669 0.44438896 0.76355545 0.53040093] [ 0.69236381 0.38905832 0.52955079 0.43755425 0.46792046] [ 0.88382455 0.39678589 0.5837055 0.09582476 0.33172096] [ 0.62967817 0.4826392 0.33899207 0.72682721 0.39363701] [ 0.66752025 0.4818735 0.51892119 0.40298133 0.40060044] [ 0.24118632 0.58133224 0.52455601 0.8545646 0.44475861] [ 0.8338244 0.4718412 0.44654201 0.26788543 0.39087339] [ 0.78744174 0.60037283 0.55410511 0.41810902 0.40422982] [ 0.35139376 0.48751757 0.61792736 0.77226353 0.44254818] [ 0.72464605 0.39644671 0.64614524 0.34108733 0.40456668] [ 0.62165058 0.53131523 0.5358663 0.47299082 0.59676795] [ 0.81210826 0.34351724 0.44927058 0.33092492 0.43517027] [ 0.3680196 0.48170272 0.44663051 0.61176458 0.37324261] [ 0.58688033 0.61567028 0.51118737 0.52985413 0.59365896] [ 0.27420359 0.60455919 0.53848396 0.82986698 0.56642392] [ 0.13311523 0.55180461 0.46581379 0.81931559 0.5022736 ] [ 0.87937367 0.33434758 0.4665419 0.30537273 0.33820025] [ 0.43651674 0.60279826 0.34770655 0.61977804 0.35919418] [ 0.6861278 0.48312923 0.55823807 0.48390533 0.40417547] [ 0.62356944 0.61277792 0.42926149 0.52808407 0.39687067] [ 0.24807693 0.63269626 0.38828676 0.81601021 0.42041859] Progress: 21.2% ... Training loss: 0.642 ... Validation loss: 1.113[ 0.43336221 0.43139147 0.53862972 0.65691614 0.36300269] [ 0.55753891 0.27207306 0.50682543 0.43774629 0.4087197 ] [ 0.6419313 0.43730475 0.56085325 0.44784887 0.46891575] [ 0.59701557 0.4713504 0.54182793 0.5078284 0.53888062] [ 0.58717691 0.4730946 0.53073786 0.54114881 0.38280413] [ 0.78741171 0.40403635 0.55310311 0.23848756 0.39028844] [ 0.45804316 0.57593527 0.56379969 0.59842689 0.55447638] [ 0.64764855 0.4501204 0.36635008 0.43866008 0.40514504] [ 0.17547015 0.47852624 0.43716276 0.89522814 0.59414891] [ 0.79626367 0.42374049 0.59008349 0.16017373 0.39751547] [ 0.46440767 0.59554947 0.41829477 0.66258123 0.48693903] [ 0.40076647 0.43192369 0.38365203 0.53739813 0.57346698] [ 0.53774782 0.47158769 0.48830181 0.37527248 0.54192845] [ 0.68747125 0.44020578 0.59953274 0.25685062 0.46185322] [ 0.43408607 0.56285001 0.4356422 0.75477268 0.44074178] [ 0.50902773 0.33524721 0.53911966 0.55577837 0.45824577] [ 0.81482255 0.55551536 0.40252364 0.42515485 0.26952655] [ 0.86848308 0.24788556 0.7148714 0.14254807 0.46220519] [ 0.19938041 0.65220365 0.34855053 0.73744815 0.56656536] [ 0.50763894 0.41906555 0.47512837 0.54278272 0.48530173] [ 0.583446 0.42623942 0.44258552 0.63944873 0.34686439] [ 0.46973307 0.50765652 0.37581945 0.62036703 0.3905553 ] [ 0.62504195 0.42354806 0.58746521 0.32616899 0.50171481] [ 0.29954761 0.42581675 0.39608708 0.68770078 0.44112014] [ 0.62955224 0.36946386 0.62274144 0.57192719 0.39536968] [ 0.53894836 0.59815362 0.45452719 0.52075065 0.46507913] [ 0.73272351 0.49748348 0.52056805 0.4529654 0.45720183] [ 0.17571976 0.58980849 0.42894733 0.85287342 0.45277916] [ 0.565608 0.56117505 0.50678729 0.40560479 0.53228064] [ 0.35656208 0.5398674 0.65496887 0.74212922 0.59029847] [ 0.29932812 0.61836248 0.3711485 0.81000878 0.39149509] [ 0.6460603 0.42487932 0.48280048 0.35708888 0.34628226] [ 0.62199193 0.36556306 0.41276299 0.53268604 0.460863 ] [ 0.16005882 0.58835345 0.46803849 0.83047875 0.39651285] [ 0.51634131 0.67816162 0.32699853 0.56276943 0.46577835] [ 0.49133074 0.58571155 0.46072532 0.70764193 0.46755611] [ 0.29884136 0.63468188 0.38311388 0.84174997 0.61772411] [ 0.40463253 0.53273457 0.48702572 0.72493496 0.55795643] [ 0.22901097 0.70299285 0.41899299 0.84115818 0.4099527 ] [ 0.76913826 0.28042418 0.62367562 0.20596141 0.36898579] [ 0.77928298 0.27984472 0.60858186 0.20569777 0.41634262] [ 0.2916491 0.57453068 0.50231087 0.70617143 0.58278909] [ 0.43353687 0.53282046 0.42411386 0.54987166 0.59629555] [ 0.34440575 0.54177499 0.52458909 0.70456589 0.4932365 ] [ 0.66134481 0.57155879 0.38193553 0.52088806 0.31194628] [ 0.75797648 0.50841957 0.45986076 0.21734054 0.33339618] [ 0.77387019 0.49110376 0.48593563 0.30182878 0.49756874] [ 0.61678292 0.56998839 0.47379123 0.36481892 0.54824289] [ 0.41064589 0.51404954 0.44166659 0.78064229 0.53905484] [ 0.68785773 0.5037404 0.54558716 0.35598785 0.37561676] [ 0.57682174 0.50844903 0.6281632 0.39447811 0.40760571] [ 0.61762964 0.37308693 0.61921892 0.35295375 0.36207699] [ 0.23771399 0.46582662 0.3945319 0.84138601 0.52712791] [ 0.70706397 0.34574748 0.67120126 0.409308 0.41526269] [ 0.68550133 0.45558419 0.43626332 0.439942 0.37783331] [ 0.20664818 0.61644105 0.40025547 0.88176456 0.52977581] [ 0.61192644 0.60409901 0.4656566 0.51207036 0.48367487] [ 0.78971793 0.37953841 0.49968058 0.2866585 0.38312521] [ 0.73523788 0.55465376 0.42025662 0.47135043 0.41366862] [ 0.68919693 0.48470854 0.52434218 0.36243483 0.38221966] [ 0.12154917 0.69892524 0.45452252 0.86697041 0.55045256] [ 0.49410476 0.54580718 0.51725838 0.5427367 0.54792478] [ 0.45811919 0.49667986 0.45644274 0.51454686 0.37525386] [ 0.73479861 0.48166688 0.44889976 0.38970564 0.4135105 ] [ 0.5830844 0.34223199 0.53844995 0.31867144 0.40244616] [ 0.63953609 0.52196849 0.4950737 0.57711914 0.3171166 ] [ 0.48034864 0.44091819 0.43961994 0.63359527 0.33772361] [ 0.38188301 0.4865942 0.58889019 0.65846865 0.5441612 ] [ 0.37665811 0.48698253 0.39386666 0.68600215 0.4003517 ] [ 0.40212775 0.47634238 0.49141093 0.57560416 0.58724231] [ 0.15372651 0.51096428 0.43842011 0.805567 0.47422428] [ 0.3286821 0.58473986 0.37919233 0.84654859 0.61865765] [ 0.09505387 0.5485126 0.54684481 0.87466896 0.65537162] [ 0.69606775 0.37111889 0.49823311 0.29359131 0.36696596] [ 0.60409213 0.52564463 0.38416645 0.52146629 0.4979707 ] [ 0.47678731 0.61399403 0.53130238 0.60244262 0.37852145] [ 0.7804139 0.29801937 0.64706823 0.23220771 0.46209517] [ 0.77076113 0.32363532 0.48022196 0.20334536 0.36598326] [ 0.50437526 0.48658999 0.55269848 0.50225704 0.60069189] [ 0.67579386 0.48740401 0.53807975 0.3223907 0.35705473] [ 0.63020479 0.5432206 0.42495118 0.79301989 0.44184264] [ 0.73042699 0.56247504 0.46955912 0.55000504 0.34200442] [ 0.50417429 0.43534605 0.57631347 0.68307648 0.3100672 ] [ 0.37851166 0.55939592 0.50654817 0.86961575 0.53622263] [ 0.59591494 0.39008493 0.4465392 0.57237062 0.27738028] [ 0.21046477 0.64984131 0.42363677 0.75505561 0.45025638] [ 0.56479676 0.44770672 0.4231596 0.52608081 0.36139804] [ 0.8158102 0.58771753 0.4942734 0.33009587 0.38515986] [ 0.50374437 0.49504951 0.46205005 0.74294473 0.31689859] [ 0.28246366 0.47001077 0.58768346 0.85372033 0.50069838] [ 0.82518275 0.46122357 0.41054059 0.44067084 0.30847667] [ 0.1488368 0.49800651 0.47303242 0.91769783 0.51312859] [ 0.52536114 0.47056056 0.52650457 0.41561024 0.60438223] [ 0.14130382 0.60467842 0.37380357 0.91271964 0.55210612] [ 0.77830779 0.31532714 0.5412858 0.25782062 0.36570077] [ 0.33996057 0.63250597 0.32065071 0.71286495 0.51251297] [ 0.56039453 0.40303071 0.39891756 0.64319085 0.45152769] [ 0.0807769 0.55128297 0.48607201 0.91280742 0.49370881] [ 0.51501344 0.47756593 0.40693196 0.56496235 0.38106737] [ 0.34405622 0.41163181 0.33941503 0.61941465 0.39976061] [ 0.76841215 0.41521005 0.573496 0.39028586 0.41143628] [ 0.26297572 0.55203363 0.39677764 0.60308037 0.58264803] [ 0.47002165 0.53765537 0.44451341 0.58436532 0.25124726] [ 0.50012968 0.57258168 0.37375074 0.68514021 0.34128036] [ 0.43669962 0.62075018 0.40786365 0.63071539 0.41448639] [ 0.8351132 0.29402687 0.41086575 0.38219459 0.3730704 ] [ 0.19546883 0.50680015 0.45176851 0.60995264 0.55969162] [ 0.4938047 0.51209441 0.41201141 0.69375074 0.36166182] [ 0.42881108 0.48851756 0.54950532 0.79077674 0.46279401] [ 0.4893047 0.42846582 0.50642066 0.60953651 0.46068238] [ 0.29849304 0.48529363 0.5290269 0.72040313 0.48684884] [ 0.58917489 0.55327781 0.53210263 0.55407017 0.37279352] [ 0.5954819 0.32668673 0.60298493 0.3953393 0.51331315] [ 0.22935454 0.46551022 0.50553917 0.77483507 0.45737704] [ 0.78196068 0.37508165 0.47981799 0.25426142 0.47910182] [ 0.42293887 0.39012105 0.70692177 0.63496764 0.54089235] [ 0.59631704 0.4066142 0.458057 0.49240476 0.50592011] [ 0.48759082 0.4203418 0.39183581 0.60476492 0.41088007] [ 0.44918613 0.58317349 0.35149813 0.6664029 0.45353957] [ 0.45105614 0.41423517 0.44563095 0.72474312 0.31867269] [ 0.88027204 0.33340104 0.55205861 0.22665599 0.37254723] [ 0.86170637 0.41449427 0.55879441 0.198188 0.41165616] [ 0.45895004 0.45886127 0.6299965 0.67337631 0.34035232] [ 0.20677418 0.56869053 0.4186457 0.69093847 0.59141504] [ 0.31214651 0.53048327 0.30343689 0.86544522 0.4082704 ] [ 0.12450397 0.53938198 0.42980226 0.89438633 0.48291757] [ 0.47217445 0.40851805 0.61034229 0.61849561 0.47315067] [ 0.44489325 0.61829801 0.45649851 0.63462581 0.46613709] Progress: 21.2% ... Training loss: 0.641 ... Validation loss: 1.109[ 0.26328534 0.57085584 0.56841392 0.80515293 0.55061522] [ 0.48336267 0.49629 0.45863328 0.73133722 0.50123686] [ 0.0801719 0.63425369 0.42029522 0.9214161 0.56883993] [ 0.1508212 0.48586262 0.46798536 0.88704766 0.5298807 ] [ 0.54035759 0.56190971 0.48471345 0.69652386 0.52044149] [ 0.12120675 0.62140737 0.46178166 0.90132625 0.44718169] [ 0.75155626 0.56709265 0.45338116 0.48011045 0.3718539 ] [ 0.78616232 0.37383654 0.5735987 0.33631421 0.44418539] [ 0.70548399 0.37826998 0.39114033 0.39015457 0.50696196] [ 0.70837967 0.33367755 0.65333602 0.2704797 0.46081153] [ 0.8854576 0.29474568 0.47827362 0.16957963 0.30077696] [ 0.68252562 0.35577628 0.53321671 0.28087092 0.50510463] [ 0.2605895 0.61753791 0.40709492 0.85272198 0.45033075] [ 0.76429864 0.34558507 0.58124896 0.22580119 0.33737513] [ 0.21790896 0.59205831 0.31904102 0.80944852 0.36794202] [ 0.59959298 0.4668163 0.40295465 0.43468839 0.46540574] [ 0.17570762 0.69158908 0.402154 0.82029898 0.44712222] [ 0.35226303 0.4526289 0.46465453 0.53636509 0.47796903] [ 0.40455114 0.64391668 0.54088322 0.64798647 0.59629284] [ 0.53759798 0.41887857 0.38018345 0.47825821 0.37687437] [ 0.78335864 0.45065154 0.36450043 0.2580188 0.26047999] [ 0.69804441 0.40905177 0.59395294 0.50601593 0.37909554] [ 0.180804 0.57126108 0.33200859 0.87957588 0.38576523] [ 0.42878963 0.70357919 0.35820999 0.66195917 0.47747324] [ 0.72117333 0.35050755 0.59553952 0.35345023 0.42243772] [ 0.08873119 0.56252005 0.3854028 0.92565462 0.61981783] [ 0.26556082 0.55447124 0.49794657 0.69783862 0.6229605 ] [ 0.71979281 0.36494056 0.57286307 0.2385967 0.3659202 ] [ 0.78698986 0.46019493 0.51045297 0.34111554 0.51695278] [ 0.09994067 0.66781405 0.51338968 0.91522224 0.56565932] [ 0.6173008 0.48961158 0.42679973 0.46466799 0.3393612 ] [ 0.55636324 0.6521246 0.29027137 0.61103115 0.36887375] [ 0.28652252 0.45026913 0.48860865 0.81470724 0.58703582] [ 0.51080591 0.48171477 0.44600628 0.45205504 0.41078678] [ 0.63239211 0.58458121 0.61731065 0.57599096 0.41538891] [ 0.62578428 0.36621263 0.44228412 0.47163885 0.50879662] [ 0.1603084 0.54817962 0.38720251 0.86810122 0.53812537] [ 0.46124997 0.45687183 0.3120095 0.47339012 0.42133969] [ 0.30058036 0.52312348 0.45432799 0.7699802 0.40326799] [ 0.29853451 0.62580215 0.495993 0.80000695 0.44299179] [ 0.58367349 0.45059599 0.55469567 0.49561117 0.50263308] [ 0.67646837 0.4574732 0.42685755 0.40139965 0.35670229] [ 0.52210092 0.67155207 0.48690721 0.73912785 0.40779329] [ 0.71870779 0.46676848 0.63037045 0.31278013 0.48995415] [ 0.15311797 0.67684424 0.42689137 0.80081098 0.61223827] [ 0.8547842 0.34946395 0.565782 0.15833687 0.39531234] [ 0.85584122 0.45842819 0.51859999 0.21359544 0.36412803] [ 0.71299966 0.47140633 0.42948989 0.40802303 0.26743148] [ 0.73537775 0.4945841 0.42714629 0.41559816 0.38479326] [ 0.50383164 0.49715391 0.56741219 0.34398126 0.65194943] [ 0.42098734 0.72624595 0.37569889 0.61337384 0.48413621] [ 0.30959763 0.58326624 0.38457632 0.80998498 0.51610969] [ 0.57572141 0.51542867 0.62516598 0.46355756 0.46266686] [ 0.51471311 0.38584442 0.46564606 0.67267903 0.35839681] [ 0.58346954 0.52498637 0.51513251 0.35933461 0.50593809] [ 0.36239215 0.64956057 0.38390271 0.72016924 0.38417496] [ 0.31274289 0.6487904 0.54028768 0.6397649 0.53570177] [ 0.50533569 0.30858064 0.4695527 0.56790359 0.38442497] [ 0.6075348 0.49509851 0.42139332 0.56502023 0.37482064] [ 0.60032728 0.35037642 0.5738915 0.39083245 0.44771013] [ 0.63597487 0.33581639 0.65731694 0.47340507 0.43560942] [ 0.29218383 0.4220067 0.44140547 0.62252497 0.60397674] [ 0.67912264 0.5313838 0.56705723 0.37891473 0.41804698] [ 0.86726144 0.44357882 0.54496367 0.2037193 0.37229511] [ 0.3999746 0.50089558 0.46219888 0.71123246 0.34578734] [ 0.85734335 0.48532956 0.49616461 0.32419084 0.31864726] [ 0.76304892 0.52253923 0.44937716 0.42929239 0.36259153] [ 0.52543937 0.46515666 0.49501864 0.61718257 0.36491503] [ 0.16364099 0.48365086 0.43887749 0.93262298 0.61393908] [ 0.40144721 0.42631947 0.5228987 0.55941562 0.60384999] [ 0.22884416 0.52581986 0.54411369 0.81377497 0.53312131] [ 0.4798519 0.456407 0.5507535 0.6246057 0.42795795] [ 0.40142069 0.5615283 0.35135504 0.62723621 0.32121176] [ 0.59014976 0.43634349 0.64248825 0.34248867 0.47025786] [ 0.80385713 0.42250921 0.48970947 0.28736253 0.36138536] [ 0.14876232 0.51897248 0.53789305 0.80241452 0.46257893] [ 0.14716618 0.62187977 0.42324737 0.8673914 0.62368748] [ 0.42545096 0.61054894 0.45252973 0.76293712 0.39889925] [ 0.62752894 0.48990386 0.54550342 0.43929641 0.62652106] [ 0.72497164 0.59266394 0.43313358 0.43513892 0.41833625] [ 0.86351222 0.43958651 0.55505368 0.24710769 0.34534151] [ 0.54050416 0.46454942 0.51956352 0.41775634 0.54993653] [ 0.88020325 0.34618492 0.61514369 0.19055097 0.43855496] [ 0.50436141 0.46931867 0.6208934 0.72206147 0.46720998] [ 0.5364563 0.56215431 0.57736532 0.53823344 0.45956817] [ 0.5966595 0.3768246 0.60983324 0.5337538 0.34113496] [ 0.4462255 0.44764891 0.64969259 0.74878727 0.45225915] [ 0.70467827 0.53465899 0.51838392 0.33194217 0.46979027] [ 0.7276221 0.53704357 0.59936858 0.42457984 0.43085801] [ 0.31552857 0.50767501 0.56104347 0.715225 0.37505954] [ 0.80305869 0.29658671 0.64666522 0.16977736 0.38107841] [ 0.74341187 0.44783465 0.67999013 0.35707152 0.36647739] [ 0.68702887 0.45308731 0.58522138 0.29657014 0.46288527] [ 0.87521567 0.34106268 0.48898468 0.1407582 0.35203437] [ 0.74883082 0.44460686 0.49502055 0.48411066 0.37813618] [ 0.28190455 0.70327904 0.4089067 0.83067099 0.37650874] [ 0.78995616 0.5627363 0.47054544 0.3783379 0.45459745] [ 0.51341835 0.62896524 0.33871212 0.57101959 0.37506502] [ 0.73464054 0.55269067 0.45232024 0.38662658 0.32249606] [ 0.636305 0.50542245 0.57873223 0.57103776 0.50157684] [ 0.67992454 0.48496922 0.43093981 0.42557256 0.37915526] [ 0.69003081 0.61428669 0.44615023 0.39216064 0.4034246 ] [ 0.9013178 0.33913325 0.53230146 0.19022135 0.31584901] [ 0.20822869 0.51518698 0.47169093 0.74617545 0.4788933 ] [ 0.67218107 0.5488978 0.38385037 0.52947721 0.33645008] [ 0.78021361 0.38587561 0.57733064 0.11548611 0.42317019] [ 0.65007825 0.50150461 0.44543105 0.412563 0.49442869] [ 0.93018156 0.28121609 0.66011055 0.09089178 0.36953537] [ 0.68342886 0.48870061 0.32098082 0.52637743 0.38524352] [ 0.22389548 0.50309537 0.39610794 0.54310985 0.6907831 ] [ 0.27171443 0.63273397 0.31163362 0.65605879 0.4313234 ] [ 0.23264102 0.5201565 0.47316083 0.78904042 0.5059259 ] [ 0.20480243 0.55151209 0.53797576 0.74332504 0.50932903] [ 0.7512201 0.46286424 0.50516352 0.28088887 0.41159837] [ 0.90440992 0.33454452 0.55198976 0.1304049 0.29593316] [ 0.46546743 0.55144537 0.42604813 0.70464272 0.59474131] [ 0.29173025 0.54663629 0.4398227 0.8368464 0.49710744] [ 0.18130259 0.56514396 0.52051059 0.86981423 0.56285965] [ 0.67552563 0.5393093 0.5105254 0.32530242 0.45664921] [ 0.65332804 0.55487241 0.42068269 0.57748817 0.36524663] [ 0.38215626 0.47226993 0.40509863 0.59117198 0.5128786 ] [ 0.67117986 0.32710484 0.58523472 0.39425458 0.45432108] [ 0.26226072 0.59760111 0.52878819 0.76174164 0.65691894] [ 0.29449805 0.5421562 0.6131873 0.71955848 0.59311202] [ 0.46821466 0.55910692 0.38449054 0.67792203 0.60678398] [ 0.68164508 0.44198619 0.41794619 0.23253702 0.3632154 ] [ 0.51553936 0.4464267 0.5863858 0.62391381 0.42739258] [ 0.74018042 0.30523523 0.50903616 0.37734904 0.35216177] Progress: 21.3% ... Training loss: 0.641 ... Validation loss: 1.109[ 0.44454532 0.61643742 0.56295024 0.56987383 0.53519666] [ 0.67336376 0.57024927 0.48253082 0.45723997 0.44511718] [ 0.85204392 0.29290921 0.59260728 0.1911937 0.43195544] [ 0.23520637 0.48939241 0.45210806 0.90568648 0.47190465] [ 0.78117496 0.31153267 0.51263959 0.19896665 0.3401474 ] [ 0.66899871 0.50162642 0.35296671 0.5928862 0.39787567] [ 0.47959586 0.56810978 0.37838997 0.38337233 0.41883227] [ 0.29180334 0.60226015 0.46010024 0.58112202 0.47465153] [ 0.34719634 0.63855843 0.49482039 0.53342093 0.49926361] [ 0.72207935 0.33873862 0.35265171 0.44370061 0.34023511] [ 0.38874772 0.50855983 0.41133066 0.81501462 0.33104352] [ 0.2966492 0.60290176 0.39467949 0.83648512 0.35744426] [ 0.85335072 0.33122878 0.58889014 0.15964539 0.44993338] [ 0.78088724 0.4300458 0.61680256 0.29562259 0.34549406] [ 0.4743337 0.62477295 0.51250199 0.73363463 0.32454281] [ 0.41965279 0.57487777 0.37673845 0.62754215 0.41974952] [ 0.54430793 0.51557253 0.53091862 0.50664667 0.39059795] [ 0.29562806 0.40125092 0.6409202 0.73054324 0.47626834] [ 0.50032538 0.54596163 0.46106416 0.55048963 0.40016491] [ 0.79866902 0.42557127 0.57853542 0.22050972 0.43438906] [ 0.65099906 0.60063352 0.37780711 0.47942079 0.43318716] [ 0.79473031 0.33459064 0.58149522 0.37983646 0.43699536] [ 0.45449489 0.48593767 0.42444025 0.64780855 0.33077 ] [ 0.30589758 0.50012725 0.44963623 0.66696433 0.42917839] [ 0.57464346 0.4867539 0.38332277 0.61856667 0.35605597] [ 0.40418692 0.54102373 0.48971504 0.61549235 0.39582091] [ 0.53068884 0.51193417 0.49787919 0.58947152 0.40902815] [ 0.38013134 0.55365838 0.50655628 0.47686171 0.57272387] [ 0.62379804 0.53937649 0.31785849 0.43757714 0.39613855] [ 0.86836565 0.28290063 0.56864998 0.11342161 0.31110837] [ 0.5973609 0.433761 0.30861273 0.34909895 0.38824343] [ 0.74510793 0.44843914 0.49658349 0.30327492 0.49663231] [ 0.31950883 0.48928207 0.4454485 0.83342256 0.38053962] [ 0.74624567 0.46756438 0.54095552 0.28068715 0.47556261] [ 0.67925059 0.37367822 0.43019596 0.34174214 0.38127791] [ 0.54623336 0.41523307 0.52965798 0.52798117 0.35999547] [ 0.14478201 0.45127711 0.41051912 0.88170329 0.51948198] [ 0.72567343 0.31960618 0.52080848 0.33807266 0.45348417] [ 0.71875516 0.26907761 0.60692061 0.35913549 0.42292294] [ 0.56959867 0.38944132 0.43787765 0.44637484 0.43141648] [ 0.32984151 0.5256108 0.5297581 0.7342 0.42658665] [ 0.33113349 0.49267145 0.6240648 0.71070135 0.56374033] [ 0.19528263 0.65020924 0.42286064 0.80451433 0.61002467] [ 0.72583243 0.55618156 0.45132069 0.31755688 0.50572989] [ 0.76734872 0.45399318 0.53828703 0.44775799 0.30957493] [ 0.60026114 0.46655019 0.40304889 0.43427434 0.46530395] [ 0.30199428 0.49890104 0.43908674 0.61877081 0.4322694 ] [ 0.49956038 0.51012235 0.37153763 0.57480897 0.35015656] [ 0.87696266 0.46408086 0.56407934 0.32837751 0.39010197] [ 0.39731435 0.49159475 0.55080568 0.53708588 0.41385201] [ 0.35685377 0.67194273 0.4438938 0.70325352 0.47224986] [ 0.46094634 0.60264646 0.29836195 0.68552595 0.38407255] [ 0.80183116 0.3318014 0.61654257 0.25102971 0.43496978] [ 0.41083215 0.55436444 0.42309428 0.56165278 0.60995078] [ 0.40159501 0.56153958 0.35134552 0.6271164 0.32122082] [ 0.42075035 0.46321314 0.56524857 0.42144321 0.64936333] [ 0.63168293 0.49455505 0.61182978 0.64117052 0.41074892] [ 0.57601471 0.58456252 0.5333572 0.3856542 0.54875744] [ 0.32315323 0.54202681 0.49776165 0.66733826 0.57236795] [ 0.75532106 0.38173231 0.4001911 0.2275273 0.35265111] [ 0.23048751 0.51535452 0.41366667 0.80505854 0.55320317] [ 0.35717478 0.53541478 0.51040081 0.53351091 0.48083413] [ 0.19433692 0.38312349 0.5189158 0.63445496 0.6324254 ] [ 0.28158884 0.5717664 0.59245168 0.72923734 0.45991919] [ 0.74093303 0.48373895 0.61918344 0.40988051 0.36577398] [ 0.64467642 0.55373766 0.49192809 0.45275208 0.36522282] [ 0.57517142 0.50038888 0.484729 0.53539906 0.3253583 ] [ 0.52263571 0.56024766 0.31525673 0.48273028 0.37757988] [ 0.13206543 0.64350181 0.32893861 0.69716476 0.54970978] [ 0.62296347 0.47900221 0.57913494 0.60492261 0.33696582] [ 0.31308084 0.44834798 0.60743739 0.50394723 0.56002173] [ 0.68832361 0.48513502 0.52418924 0.36294747 0.38236339] [ 0.2235396 0.64729934 0.50045813 0.75356443 0.49072347] [ 0.09484404 0.51323812 0.44884474 0.9046135 0.69706206] [ 0.21426734 0.66323349 0.34753034 0.84378973 0.54973209] [ 0.5560773 0.4675037 0.53806284 0.56204488 0.49715819] [ 0.90879454 0.33706473 0.39967472 0.21657216 0.38045084] [ 0.6974256 0.38880293 0.53449426 0.23323618 0.40994026] [ 0.39395095 0.41422978 0.49917699 0.71008171 0.38262125] [ 0.38447886 0.54485281 0.4127042 0.76773731 0.46391826] [ 0.16674176 0.46049777 0.36144683 0.82445693 0.50641754] [ 0.48950693 0.49542977 0.59009135 0.46706921 0.57442448] [ 0.4728757 0.62241814 0.51783993 0.65152544 0.588006 ] [ 0.32257334 0.5325586 0.55113766 0.70717598 0.58270654] [ 0.28628031 0.69419747 0.32309763 0.84708313 0.61394389] [ 0.80207045 0.43379339 0.53578286 0.27056094 0.39751122] [ 0.91374898 0.35547232 0.49630251 0.2097865 0.28542792] [ 0.59512547 0.46187487 0.61475167 0.48473956 0.5114162 ] [ 0.43628645 0.61170482 0.4907684 0.46558212 0.44808815] [ 0.89192643 0.28526877 0.59488337 0.20311195 0.34086646] [ 0.88642226 0.32419121 0.57204455 0.17834676 0.39061797] [ 0.49382332 0.43905906 0.52140107 0.56265435 0.39339551] [ 0.53959621 0.59799189 0.45458285 0.52038624 0.46501876] [ 0.55285065 0.43522597 0.41985998 0.54732836 0.38557531] [ 0.70377558 0.33238779 0.50460383 0.19739607 0.4212862 ] [ 0.73081517 0.39433813 0.61909197 0.29133613 0.45587405] [ 0.25415828 0.64703977 0.54731855 0.86040181 0.53048178] [ 0.16263041 0.50619347 0.54118911 0.80616044 0.56982364] [ 0.41279245 0.62547202 0.27987885 0.65914821 0.45838375] [ 0.88045201 0.31418161 0.60922019 0.14474744 0.40997399] [ 0.40240435 0.59914879 0.42976848 0.6315227 0.55128042] [ 0.48142728 0.43766473 0.64995956 0.6975072 0.46057344] [ 0.55699314 0.41573457 0.61569039 0.32747766 0.47351322] [ 0.5236727 0.52718657 0.48823462 0.58083349 0.32640448] [ 0.60164687 0.53604299 0.56105365 0.28021578 0.47198553] [ 0.86636173 0.35766995 0.53591509 0.14170683 0.37136532] [ 0.26883783 0.58621833 0.44776283 0.76545492 0.45672358] [ 0.68385585 0.53225819 0.4082571 0.32492982 0.36715122] [ 0.89526554 0.40233003 0.38792489 0.17387023 0.30579167] [ 0.84747684 0.36376262 0.68044283 0.21044705 0.41941113] [ 0.29297823 0.71146334 0.47301817 0.79176923 0.61440359] [ 0.70678051 0.44753514 0.54486819 0.17425458 0.5227497 ] [ 0.72133561 0.35044718 0.5955662 0.35331352 0.42240748] [ 0.43105589 0.56399033 0.51357443 0.52072341 0.4830374 ] [ 0.62426643 0.43211067 0.41277044 0.43902379 0.4469444 ] [ 0.52080039 0.5367977 0.67054605 0.5220701 0.51659588] [ 0.69138515 0.54829513 0.45077589 0.49466191 0.35012675] [ 0.64670088 0.65198114 0.41141857 0.46723458 0.50999672] [ 0.17697688 0.42647787 0.4578135 0.88185819 0.66311192] [ 0.15150077 0.66504011 0.50691239 0.8917954 0.54326983] [ 0.39907443 0.49760712 0.31119241 0.76735798 0.33663729] [ 0.63782733 0.39943388 0.6204573 0.32058844 0.57305031] [ 0.60899348 0.4597488 0.56892419 0.51160344 0.42193899] [ 0.74551142 0.57717571 0.55509663 0.48742022 0.40046501] [ 0.45044056 0.55313583 0.39172191 0.60297541 0.56184363] [ 0.61803225 0.40559765 0.45596859 0.36185103 0.54482545] [ 0.33964648 0.55396109 0.32492137 0.72488991 0.46933688] [ 0.51539478 0.39706946 0.53476007 0.73964889 0.42123752] Progress: 21.4% ... Training loss: 0.641 ... Validation loss: 1.111[ 0.63659094 0.35461375 0.43748661 0.28373799 0.41965143] [ 0.53491933 0.38562871 0.41781681 0.50436465 0.34387245] [ 0.61587246 0.49028611 0.42655368 0.46546234 0.33958956] [ 0.72577334 0.37888334 0.62377869 0.41264747 0.36704274] [ 0.72757295 0.40221648 0.62455564 0.60823551 0.37975129] [ 0.19436128 0.3830199 0.51895855 0.63436429 0.63239275] [ 0.64423791 0.51863206 0.45225265 0.43138036 0.39540027] [ 0.23218648 0.4318366 0.40945028 0.81204605 0.46464613] [ 0.51917284 0.47658201 0.50117344 0.68909802 0.41009439] [ 0.40673546 0.37216584 0.45584171 0.71901671 0.42997995] [ 0.55505211 0.66467303 0.32158696 0.6754217 0.52997777] [ 0.36797165 0.56682012 0.41901726 0.70482057 0.39935808] [ 0.62982156 0.50013705 0.48227661 0.40617582 0.48752725] [ 0.48184478 0.56121942 0.58230264 0.46573035 0.32220692] [ 0.5455544 0.40881112 0.51318593 0.49071456 0.40150079] [ 0.59795198 0.44959203 0.55964868 0.7019233 0.35908426] [ 0.66654675 0.54264484 0.25600749 0.50860196 0.32178645] [ 0.08455532 0.58968321 0.36252895 0.92524146 0.49891455] [ 0.84038944 0.34119939 0.44258224 0.22633216 0.31662603] [ 0.6590963 0.44549023 0.50162527 0.46645392 0.42430114] [ 0.55497535 0.52039511 0.51588266 0.41550613 0.36583755] [ 0.45382422 0.64124288 0.46137853 0.66623427 0.34682793] [ 0.40657609 0.4435185 0.51463139 0.55795194 0.3798161 ] [ 0.47572027 0.52681211 0.40166922 0.61498538 0.49231528] [ 0.23347801 0.4017027 0.51362598 0.86814092 0.41849771] [ 0.52803755 0.52583215 0.53995117 0.38728749 0.47051655] [ 0.21430613 0.56224133 0.40690392 0.86686352 0.36202962] [ 0.50987072 0.45534529 0.31356133 0.692842 0.45807119] [ 0.44189364 0.48493885 0.52082141 0.67220031 0.43142298] [ 0.76276854 0.43734496 0.46062003 0.22275646 0.41183979] [ 0.81610632 0.49650338 0.40450013 0.43036166 0.28523225] [ 0.52745389 0.64416398 0.43380352 0.66309524 0.42891996] [ 0.80463785 0.46165012 0.61863344 0.32442494 0.38942573] [ 0.77264969 0.36471805 0.40186088 0.25360992 0.32739117] [ 0.33907532 0.5261851 0.62276895 0.55768376 0.547722 ] [ 0.30554143 0.59751495 0.49033848 0.6735238 0.61998339] [ 0.14724 0.44333342 0.41035586 0.88456613 0.56584301] [ 0.3484978 0.46975185 0.59552626 0.65943599 0.44086801] [ 0.4015693 0.62067794 0.3399282 0.70227622 0.3835962 ] [ 0.38314993 0.58225183 0.46650375 0.59552688 0.65873717] [ 0.32446426 0.50418361 0.56314122 0.52520444 0.65674508] [ 0.46915922 0.59978948 0.33589087 0.63932936 0.33495984] [ 0.73912168 0.44318239 0.57833151 0.51596033 0.43381281] [ 0.77167571 0.50156462 0.43085922 0.36648535 0.41786153] [ 0.50606602 0.40309454 0.53529984 0.60872809 0.43093592] [ 0.66789868 0.59246227 0.48557542 0.2621599 0.42813164] [ 0.60888254 0.49647728 0.48720323 0.52843875 0.47819252] [ 0.6970087 0.34159542 0.61915034 0.42459045 0.39940897] [ 0.39892571 0.65110855 0.51943795 0.716474 0.58854769] [ 0.74877946 0.44570183 0.58160456 0.27133139 0.42793407] [ 0.82009513 0.35790813 0.70215701 0.22579099 0.41892942] [ 0.70234477 0.49212364 0.55132464 0.31953059 0.43497495] [ 0.47486638 0.62141592 0.4492587 0.53132385 0.35378442] [ 0.61640956 0.48223876 0.49477238 0.32437238 0.48091095] [ 0.75103849 0.4048877 0.47750795 0.27024196 0.44356331] [ 0.44920871 0.52221911 0.46022495 0.80935251 0.35577015] [ 0.38422753 0.53545055 0.39178415 0.83192808 0.37215265] [ 0.30745754 0.44556085 0.48377928 0.78031557 0.34298599] [ 0.65867966 0.5743896 0.46602901 0.63594066 0.34528482] [ 0.57085949 0.4097938 0.43279067 0.43198456 0.48542302] [ 0.1295029 0.52513776 0.36473608 0.83369566 0.46365923] [ 0.46126972 0.55841215 0.4850562 0.77036376 0.39913924] [ 0.63855505 0.4349666 0.5178103 0.4882279 0.46184798] [ 0.57316087 0.53830644 0.41367994 0.62626132 0.44197264] [ 0.34626492 0.51175856 0.64948111 0.85230679 0.4367545 ] [ 0.31569531 0.46982956 0.50810662 0.61949257 0.45811625] [ 0.46152781 0.35641487 0.63363711 0.70241659 0.46005364] [ 0.1299331 0.51012403 0.48338127 0.85834441 0.52890866] [ 0.71049728 0.48971134 0.5249108 0.22661083 0.33202894] [ 0.57321079 0.41957969 0.52314135 0.40038892 0.3991707 ] [ 0.51783947 0.4366643 0.4907602 0.38574582 0.42067917] [ 0.61685706 0.64868055 0.47908652 0.52206607 0.39163392] [ 0.49033005 0.62735391 0.32899314 0.50435934 0.39357348] [ 0.34221052 0.67177663 0.58630363 0.59160767 0.52440483] [ 0.45606786 0.39207713 0.44306226 0.73569455 0.56332054] [ 0.56321079 0.48484497 0.42172342 0.52667625 0.43098813] [ 0.46743342 0.50820608 0.55918554 0.59664971 0.49407692] [ 0.61843947 0.38441804 0.47583564 0.50886638 0.53316872] [ 0.57403484 0.40753305 0.4717093 0.40797695 0.34306351] [ 0.71222311 0.56309528 0.52104708 0.57654167 0.33071125] [ 0.55548185 0.43763503 0.35698144 0.67484743 0.38594764] [ 0.33168937 0.50418914 0.52683335 0.79221015 0.51531276] [ 0.78376389 0.488679 0.54467566 0.22269961 0.47379363] [ 0.83337988 0.48295666 0.4435581 0.24066101 0.41159802] [ 0.69747042 0.61226826 0.46288658 0.46624687 0.35051254] [ 0.13149668 0.54554078 0.4918863 0.87267168 0.45379125] [ 0.83284904 0.45242478 0.55006711 0.25129137 0.4087022 ] [ 0.74888828 0.32886115 0.46603557 0.29992239 0.36381483] [ 0.79509158 0.30868746 0.55682918 0.2831866 0.39902475] [ 0.62360449 0.5542759 0.57753591 0.46242439 0.5200031 ] [ 0.47702473 0.58401309 0.53155824 0.62834809 0.38286662] [ 0.5878299 0.58313 0.37246094 0.71211104 0.38068461] [ 0.60075679 0.50407796 0.44722327 0.46695932 0.30653878] [ 0.26636657 0.48154001 0.57758209 0.72939201 0.44597902] [ 0.7696886 0.27283399 0.55551552 0.31038439 0.50246384] [ 0.6352059 0.63767663 0.30866614 0.67416921 0.4266359 ] [ 0.58211118 0.44913755 0.60983378 0.33778563 0.52190596] [ 0.59199903 0.40341079 0.57602338 0.5193397 0.3760474 ] [ 0.7274159 0.53714628 0.59933422 0.4246593 0.43089867] [ 0.67659499 0.44985144 0.60007245 0.44878894 0.45238324] [ 0.47609794 0.47555449 0.41505827 0.62039336 0.44617713] [ 0.47114712 0.46785489 0.33986465 0.54768326 0.42501321] [ 0.1971092 0.62924316 0.50873748 0.86854658 0.62159099] [ 0.50117069 0.61262205 0.44239364 0.49442503 0.42629972] [ 0.613433 0.51799839 0.42242677 0.42940024 0.40546069] [ 0.13705159 0.71151601 0.41272558 0.86750519 0.60784375] [ 0.74359728 0.48036973 0.46538004 0.24634156 0.37462008] [ 0.47156895 0.50687052 0.39276963 0.7107387 0.28723168] [ 0.64435195 0.55870378 0.54192599 0.49402397 0.37947281] [ 0.70819917 0.31221937 0.4055376 0.39523639 0.39757635] [ 0.17159419 0.74361108 0.27780934 0.83115542 0.46819699] [ 0.62675665 0.47598381 0.59968885 0.41474471 0.37283885] [ 0.75161156 0.3878132 0.50723483 0.28769562 0.40458896] [ 0.85091552 0.29103008 0.56287598 0.16637655 0.39232044] [ 0.21402296 0.6052801 0.47737835 0.80289332 0.49534174] [ 0.41514069 0.35249804 0.40818927 0.60299379 0.42250855] [ 0.50915666 0.65532005 0.32156986 0.64395154 0.42884441] [ 0.1199166 0.63467875 0.42091784 0.91688124 0.54100535] [ 0.10072162 0.67034402 0.52262417 0.94322617 0.63678948] [ 0.10135513 0.47826533 0.43273829 0.86245734 0.61855211] [ 0.21164189 0.60016272 0.40100194 0.58205071 0.52400033] [ 0.0799815 0.50909272 0.38176941 0.92915379 0.53213487] [ 0.34539643 0.68499145 0.40637631 0.69766282 0.45957601] [ 0.28414649 0.65067436 0.4452346 0.7837973 0.40662394] [ 0.23512596 0.43974632 0.57346674 0.84162896 0.52783235] [ 0.42610743 0.6114976 0.43835363 0.56925384 0.37504067] [ 0.30637413 0.59482222 0.52632439 0.77684336 0.46611795] [ 0.55278996 0.59614547 0.36501901 0.57621371 0.35565237] Progress: 21.4% ... Training loss: 0.640 ... Validation loss: 1.109[ 0.32599065 0.59758034 0.44283083 0.48636575 0.52350002] [ 0.3193705 0.58748754 0.45629119 0.60127241 0.51230577] [ 0.86458901 0.50650467 0.60554638 0.20447107 0.38728478] [ 0.76337017 0.50076984 0.49323247 0.32347871 0.37895102] [ 0.73484486 0.38108679 0.35190257 0.53708516 0.45204118] [ 0.8226209 0.38586257 0.58566867 0.24812126 0.34584208] [ 0.68333559 0.51242764 0.57963362 0.42369178 0.41003946] [ 0.7253774 0.43895637 0.46699342 0.37298017 0.3827146 ] [ 0.31383351 0.62963779 0.30076646 0.60328947 0.41348497] [ 0.72652363 0.4233216 0.3411566 0.25476979 0.30043054] [ 0.40136396 0.44816193 0.59431848 0.65589284 0.43720197] [ 0.70112205 0.48252368 0.60879426 0.42621312 0.48469832] [ 0.69815805 0.5254307 0.43378215 0.63257748 0.31562688] [ 0.85839427 0.44013151 0.43402178 0.1455037 0.23866958] [ 0.35293485 0.58845029 0.34370859 0.67082128 0.48281129] [ 0.7519934 0.52495169 0.41877929 0.32020463 0.40271117] [ 0.31566948 0.47978929 0.50494034 0.76746588 0.42305007] [ 0.77229335 0.37654794 0.49710498 0.41143746 0.37546074] [ 0.55248596 0.5654302 0.55834204 0.65157313 0.56816902] [ 0.26030245 0.53562236 0.45577163 0.48014721 0.53797286] [ 0.11080325 0.62393233 0.56692592 0.75181935 0.53820956] [ 0.66012307 0.48673805 0.57791697 0.29477191 0.54554436] [ 0.53422528 0.59691492 0.47846057 0.48052901 0.50096685] [ 0.67220757 0.34308077 0.54399449 0.36124322 0.47126832] [ 0.69657455 0.43307135 0.61108326 0.52751298 0.40952461] [ 0.69528969 0.44922455 0.47699339 0.47710815 0.42225413] [ 0.63915136 0.44610409 0.4338292 0.33696577 0.38958009] [ 0.31549348 0.59052853 0.41738256 0.56552786 0.44633577] [ 0.79561006 0.38837803 0.53711129 0.35236667 0.45139394] [ 0.49366241 0.45253137 0.40203118 0.52374931 0.33829998] [ 0.70394058 0.28777741 0.49912211 0.28429812 0.4344607 ] [ 0.52155666 0.51146107 0.43860859 0.66357567 0.59316201] [ 0.16296466 0.7043493 0.35038553 0.84959412 0.51347381] [ 0.19515043 0.61453064 0.42734706 0.8190495 0.61024723] [ 0.86650548 0.36928008 0.57438554 0.28275049 0.36397471] [ 0.26844885 0.53812804 0.5925737 0.78654999 0.57578059] [ 0.49705997 0.5891366 0.48740797 0.64512433 0.40891672] [ 0.84036575 0.33436007 0.499715 0.23102699 0.36989296] [ 0.30071396 0.55321442 0.44657875 0.77223565 0.47186923] [ 0.62114689 0.51380585 0.4184823 0.21829285 0.3572752 ] [ 0.22017801 0.69190001 0.44478892 0.79872887 0.41169415] [ 0.49121746 0.42457618 0.45539085 0.66079732 0.38053488] [ 0.24794511 0.49612407 0.4787257 0.68975707 0.59744282] [ 0.74982789 0.46454143 0.58794861 0.42168509 0.42193694] [ 0.31054051 0.62147776 0.30621598 0.79070112 0.55401699] [ 0.26367958 0.5530884 0.49938862 0.62841327 0.55597728] [ 0.45389511 0.63559043 0.51065127 0.46588159 0.39356345] [ 0.81143348 0.34757159 0.62853713 0.29345317 0.42933474] [ 0.62305301 0.60637478 0.50956236 0.61883097 0.49635333] [ 0.40451787 0.55519466 0.57657626 0.77327607 0.4125446 ] [ 0.21018598 0.52730275 0.41032888 0.78136949 0.49123384] [ 0.89617582 0.3740901 0.44422445 0.15244643 0.26083313] [ 0.63629958 0.51251182 0.43584234 0.51445102 0.44120226] [ 0.13487756 0.61828535 0.41050077 0.89361609 0.53229918] [ 0.3679028 0.43916593 0.43135738 0.81829169 0.38031134] [ 0.51379748 0.47332494 0.49418253 0.60476214 0.28029416] [ 0.62095874 0.28130911 0.59937962 0.58879846 0.45369842] [ 0.50377413 0.4875207 0.46548305 0.36212521 0.3544291 ] [ 0.39916702 0.59248909 0.55167129 0.70935264 0.44359831] [ 0.43861876 0.64186338 0.33249258 0.70737824 0.49034978] [ 0.65995628 0.44466101 0.55999197 0.35877448 0.45857176] [ 0.4975294 0.57383144 0.37328956 0.68636098 0.34174593] [ 0.46379018 0.46095972 0.33367507 0.63048503 0.58973214] [ 0.31121898 0.66060191 0.30448554 0.68395057 0.48483035] [ 0.07377227 0.58332192 0.43405118 0.92895382 0.514144 ] [ 0.55881024 0.48218567 0.58037718 0.34742212 0.41559115] [ 0.56517119 0.66356826 0.46992603 0.56459562 0.37140323] [ 0.64370336 0.39059251 0.58781242 0.33719503 0.61824042] [ 0.68014113 0.47654189 0.61492325 0.31466195 0.5032396 ] [ 0.74697433 0.41144971 0.63147173 0.32398759 0.42830837] [ 0.36880707 0.50641458 0.49554878 0.41155001 0.61652171] [ 0.85055061 0.38516487 0.55198401 0.19440762 0.38030733] [ 0.14389331 0.54892964 0.53612481 0.89282192 0.53124981] [ 0.62545179 0.33637581 0.54887047 0.48309572 0.31043056] [ 0.58669022 0.55423884 0.53174114 0.55546698 0.37314345] [ 0.6338811 0.42171727 0.56877051 0.42116255 0.43037519] [ 0.14367516 0.62409508 0.43996357 0.80846995 0.56648966] [ 0.43312164 0.55069199 0.54899679 0.60428093 0.35660545] [ 0.21348629 0.60572409 0.47718229 0.80323617 0.49555099] [ 0.67563874 0.52302968 0.5574394 0.39968147 0.45024984] [ 0.48918209 0.4108529 0.45551429 0.63709418 0.625436 ] [ 0.10686278 0.44746546 0.4472343 0.85457941 0.61019529] [ 0.17619774 0.61139022 0.33068392 0.66917916 0.52019004] [ 0.45269553 0.46849134 0.54981924 0.7442156 0.49194823] [ 0.71745617 0.46315856 0.57571917 0.42195669 0.42393608] [ 0.48137673 0.55150506 0.49997544 0.74784227 0.3702803 ] [ 0.46267985 0.45043062 0.53096199 0.65550612 0.47120523] [ 0.77114109 0.32345263 0.48030542 0.20318243 0.36590264] [ 0.77003422 0.46437552 0.43232506 0.43900356 0.44339775] [ 0.38052939 0.51011981 0.55074383 0.65087181 0.44799823] [ 0.64031732 0.52384227 0.52954273 0.42867083 0.44370572] [ 0.63543083 0.43133363 0.55241679 0.35345105 0.4397646 ] [ 0.17461073 0.6996303 0.29921523 0.81844506 0.60262356] [ 0.53319033 0.53806006 0.49268106 0.49873827 0.61559097] [ 0.30202331 0.5942427 0.46407502 0.79418476 0.36188739] [ 0.24774964 0.59989189 0.47685598 0.62428815 0.51212057] [ 0.43574364 0.61190263 0.49067793 0.46589896 0.44818749] [ 0.21956714 0.70423791 0.2916212 0.86857003 0.45614548] [ 0.60304464 0.49192898 0.41252025 0.43435464 0.34147265] [ 0.70643873 0.50387829 0.40383919 0.32632735 0.35745081] [ 0.40083171 0.51539996 0.40559874 0.83106547 0.39540844] [ 0.58343263 0.55455563 0.35717062 0.66724792 0.53849391] [ 0.09957704 0.59683329 0.56029126 0.93049177 0.67938641] [ 0.69528969 0.44922455 0.47699339 0.47710815 0.42225413] [ 0.12754563 0.61353889 0.5416041 0.86406448 0.5839966 ] [ 0.66602649 0.39235308 0.51337082 0.36012321 0.45932877] [ 0.84913882 0.41117114 0.54127373 0.27538666 0.39604157] [ 0.6429184 0.42638173 0.59212704 0.27143494 0.59799215] [ 0.86804976 0.32212008 0.51434706 0.14591559 0.27274005] [ 0.39350584 0.64620291 0.41636103 0.67170765 0.33827393] [ 0.52667462 0.47973916 0.57755959 0.73329811 0.43489586] [ 0.75118625 0.44412239 0.44231988 0.28340869 0.37718629] [ 0.78242606 0.37483153 0.47992475 0.25391873 0.47898474] [ 0.22239556 0.58560863 0.49947902 0.68307028 0.47551026] [ 0.64603221 0.52432829 0.45983297 0.30972825 0.45661668] [ 0.50113497 0.35963063 0.49158337 0.66088598 0.39437978] [ 0.72009161 0.36281044 0.61344685 0.25492546 0.53328144] [ 0.41714289 0.58461904 0.48122844 0.71637304 0.57999629] [ 0.3109113 0.48578753 0.61770278 0.66719353 0.52110187] [ 0.79672293 0.32376984 0.51497607 0.18067914 0.33528547] [ 0.54971095 0.63778192 0.43198403 0.56992844 0.44469877] [ 0.69972879 0.43716627 0.56787535 0.39738572 0.44885981] [ 0.44449387 0.65019334 0.50188008 0.7616325 0.53980825] [ 0.71879709 0.37015013 0.52614024 0.27264482 0.50009255] [ 0.78662564 0.3217134 0.50471941 0.39875548 0.34794017] [ 0.78084819 0.38556141 0.57745497 0.1152199 0.42302986] [ 0.63049452 0.36635703 0.62971924 0.2693865 0.59617969] [ 0.30048153 0.47837621 0.47716046 0.86429147 0.43905121] Progress: 21.4% ... Training loss: 0.640 ... Validation loss: 1.108[ 0.64243291 0.63632056 0.44541852 0.47505479 0.30539186] [ 0.58240852 0.51744457 0.49583469 0.45815769 0.55425884] [ 0.18484398 0.61731623 0.37956756 0.83683636 0.41331141] [ 0.55300674 0.27346862 0.50619402 0.44043188 0.40935977] [ 0.70193089 0.41347205 0.48598667 0.42366354 0.37633029] [ 0.42261348 0.49678952 0.47656349 0.46172712 0.44028365] [ 0.53960315 0.49975452 0.44539965 0.38162447 0.53281253] [ 0.19666391 0.62979925 0.50847897 0.86877456 0.62185592] [ 0.28660549 0.52747823 0.36847528 0.82041806 0.5049659 ] [ 0.27186775 0.46425814 0.51493105 0.83003598 0.42455648] [ 0.30135313 0.52808642 0.43355732 0.73965187 0.46668844] [ 0.82214894 0.3945585 0.59429226 0.17732982 0.51251594] [ 0.80938543 0.37933197 0.47872622 0.22323539 0.34914468] [ 0.3638356 0.62329613 0.49148208 0.75058727 0.44595504] [ 0.19035777 0.54360665 0.41665095 0.86912807 0.47741765] [ 0.64248688 0.46800598 0.41341512 0.47349151 0.55517344] [ 0.23022074 0.51659964 0.444331 0.72152331 0.59949713] [ 0.29862017 0.43974289 0.34474203 0.79666354 0.46996153] [ 0.24377481 0.55577373 0.31238873 0.74546034 0.41806662] [ 0.3298001 0.52143741 0.43290808 0.78485567 0.46862292] [ 0.20673092 0.61861358 0.32122645 0.82006203 0.45521708] [ 0.75914894 0.48960164 0.39215799 0.4353923 0.33831053] [ 0.35285211 0.40645231 0.64886448 0.68618782 0.4113134 ] [ 0.87669128 0.33685542 0.53012544 0.24865871 0.41402666] [ 0.50322095 0.61973835 0.37877322 0.74198669 0.42448808] [ 0.40428713 0.61189748 0.25506211 0.76245815 0.50318798] [ 0.90440717 0.32193373 0.50408434 0.18315736 0.32635288] [ 0.49150346 0.42453006 0.45540604 0.66064254 0.38052678] [ 0.29755036 0.5693765 0.369466 0.79073471 0.41083382] [ 0.65255146 0.63412713 0.45564857 0.54877296 0.34738832] [ 0.41959334 0.6236035 0.30746319 0.67161769 0.37182928] [ 0.76590045 0.39846059 0.52655339 0.25248017 0.45393379] [ 0.26274915 0.46149999 0.5353319 0.68510917 0.52313616] [ 0.14639874 0.66859198 0.39969972 0.90710271 0.58491992] [ 0.45755187 0.51349598 0.47955125 0.65018138 0.4470635 ] [ 0.13831396 0.56377482 0.42228453 0.86105016 0.52021187] [ 0.22757462 0.56228109 0.55443777 0.76449347 0.52120393] [ 0.7292543 0.52138264 0.5021237 0.33703294 0.51945418] [ 0.44079081 0.4124152 0.44553237 0.61642866 0.38215134] [ 0.56667331 0.48473585 0.57238024 0.72948993 0.28458476] [ 0.5217223 0.61400939 0.59387318 0.37874689 0.56401741] [ 0.52853608 0.44278737 0.47063372 0.72231241 0.40690732] [ 0.18210759 0.62531473 0.51456016 0.82442523 0.56746301] [ 0.59637793 0.62116962 0.48113622 0.48246524 0.35922926] [ 0.63051424 0.35412045 0.60202545 0.49663685 0.42227227] [ 0.62823076 0.51549422 0.59981166 0.45352075 0.39648774] [ 0.20622813 0.58184347 0.54071861 0.90778854 0.60971067] [ 0.28414641 0.49853586 0.37934503 0.65176118 0.45996102] [ 0.69746111 0.44965013 0.49739096 0.38887101 0.40476775] [ 0.3791046 0.54224926 0.46070976 0.52702573 0.45308659] [ 0.58209247 0.49126874 0.57404397 0.49430392 0.57908282] [ 0.55971664 0.45093436 0.40703314 0.64553428 0.45228072] [ 0.32773401 0.41966549 0.46989201 0.80804996 0.36765155] [ 0.20808362 0.52506861 0.33257178 0.8423626 0.40441903] [ 0.50569168 0.56375658 0.38426115 0.55041599 0.43258791] [ 0.34509475 0.62888812 0.47723233 0.68508475 0.41952393] [ 0.4280774 0.53653193 0.45620193 0.57804385 0.51631562] [ 0.89477761 0.31065614 0.61574869 0.15094255 0.32097398] [ 0.55424094 0.40143375 0.45157793 0.58565057 0.45698056] [ 0.64518406 0.63546314 0.4670371 0.6328901 0.33683598] [ 0.2451037 0.64931991 0.37269795 0.68174618 0.40060286] [ 0.47932733 0.5344867 0.58497776 0.62651727 0.50443573] [ 0.73048731 0.52748086 0.54735051 0.55134163 0.34397801] [ 0.46757499 0.4112085 0.49309522 0.46852874 0.51800503] [ 0.67865901 0.37465103 0.62139919 0.4464878 0.46602266] [ 0.40508086 0.60230201 0.42617479 0.5472044 0.46158182] [ 0.73220685 0.43168301 0.42333759 0.42612731 0.38585771] [ 0.60484309 0.51647786 0.55575539 0.45682655 0.40364957] [ 0.1651488 0.57288664 0.38648014 0.80112341 0.55877858] [ 0.58363244 0.34217518 0.53846346 0.31853548 0.40243137] [ 0.48982528 0.53536833 0.41089895 0.82101003 0.40656585] [ 0.08944288 0.56098586 0.62505602 0.85060909 0.74608599] [ 0.23777024 0.64787235 0.35002663 0.88653304 0.50690468] [ 0.69775987 0.40928445 0.59387534 0.50612865 0.37916094] [ 0.66638504 0.42205953 0.50885785 0.31523446 0.2975269 ] [ 0.61881775 0.50659754 0.42570214 0.47558562 0.42793807] [ 0.50082221 0.44442316 0.51819303 0.65275333 0.36989146] [ 0.1967649 0.57354618 0.47272578 0.87171248 0.47624908] [ 0.56387685 0.54143767 0.48234824 0.47986937 0.38659366] [ 0.42324369 0.43547665 0.63686607 0.66016854 0.42473163] [ 0.44821791 0.47161472 0.52423237 0.46564079 0.2902923 ] [ 0.68846628 0.42596412 0.53787344 0.34340643 0.57531459] [ 0.89525697 0.20860115 0.47531597 0.14297681 0.41376391] [ 0.17361879 0.58499802 0.34205408 0.8637403 0.40181401] [ 0.35220405 0.326095 0.4781529 0.67903133 0.46035626] [ 0.67922565 0.41757766 0.64340315 0.29135969 0.52328391] [ 0.29421967 0.59520883 0.4753958 0.77310553 0.4785329 ] [ 0.71552187 0.39802534 0.38026398 0.39333642 0.4889653 ] [ 0.69016322 0.4587501 0.4342382 0.28113024 0.47414377] [ 0.5083304 0.57263889 0.36025291 0.49982747 0.36624887] [ 0.41922672 0.58177815 0.44339232 0.52116857 0.41367255] [ 0.37372055 0.49370479 0.4157691 0.68191057 0.45579628] [ 0.1863648 0.71191617 0.2699785 0.89522334 0.55010895] [ 0.60277006 0.64375307 0.38016059 0.59611964 0.38002837] [ 0.52760612 0.53595318 0.43619209 0.39635866 0.47646506] [ 0.46881938 0.51813578 0.63530342 0.44881476 0.56884418] [ 0.41209892 0.63743027 0.51753244 0.5137973 0.39984897] [ 0.16058387 0.70782637 0.47761944 0.75157936 0.59514532] [ 0.18355209 0.69700736 0.40692783 0.80990669 0.56306731] [ 0.78457061 0.33610796 0.42726977 0.3177057 0.44745638] [ 0.25650456 0.57287537 0.5470797 0.84005479 0.44280958] [ 0.36194557 0.38877384 0.420722 0.80083658 0.39877181] [ 0.63880235 0.37926362 0.54736708 0.39330583 0.44301303] [ 0.74990978 0.43778936 0.44883966 0.28945908 0.29563952] [ 0.83137905 0.38924227 0.51513237 0.29004316 0.41288502] [ 0.49754402 0.60325329 0.42381697 0.52181429 0.46290741] [ 0.27260279 0.41681453 0.52411582 0.82850529 0.43289703] [ 0.72443044 0.45714438 0.54930973 0.30598448 0.46286508] [ 0.33297626 0.58375822 0.3794848 0.8450444 0.61834642] [ 0.76973281 0.47508259 0.50992587 0.26684539 0.40609803] [ 0.49283855 0.60452656 0.5283271 0.71679538 0.3327977 ] [ 0.28983262 0.51858998 0.5092787 0.86544842 0.37982967] [ 0.59587317 0.45983915 0.39613005 0.59375455 0.3683712 ] [ 0.73122611 0.43965971 0.5087361 0.37231615 0.41454693] [ 0.31784926 0.55555359 0.47899507 0.69410992 0.34940749] [ 0.35488368 0.69636541 0.39813832 0.77238801 0.53105138] [ 0.23876984 0.50440978 0.61654204 0.68580139 0.65336954] [ 0.60666933 0.59534503 0.29402727 0.61334213 0.28727563] [ 0.32380235 0.60149389 0.41172077 0.80780421 0.37898934] [ 0.77051712 0.41609312 0.65226045 0.16577625 0.49679045] [ 0.08952283 0.57036538 0.48157665 0.90167896 0.62711873] [ 0.51606265 0.42752687 0.47565053 0.37925415 0.46690884] [ 0.21477249 0.60198597 0.3346819 0.86005404 0.33959984] [ 0.30925807 0.55644251 0.49083231 0.78400999 0.47876898] [ 0.53571826 0.37435157 0.64058607 0.52291976 0.33799297] [ 0.56160768 0.46799035 0.58653308 0.6347126 0.33083683] [ 0.81452268 0.48864613 0.28539511 0.39032749 0.29350797] [ 0.1626291 0.57457434 0.42661043 0.89746686 0.52447847] Progress: 21.5% ... Training loss: 0.640 ... Validation loss: 1.105[ 0.65137406 0.38277743 0.57935837 0.32223666 0.46048656] [ 0.77010703 0.25255312 0.6266003 0.18703773 0.4375301 ] [ 0.31909526 0.58771471 0.45620521 0.60145076 0.51240245] [ 0.69933259 0.4601527 0.45181015 0.35317393 0.55332286] [ 0.22378432 0.41068342 0.52513734 0.75264928 0.45622136] [ 0.88800102 0.32369077 0.5731881 0.20397174 0.36884651] [ 0.81179222 0.46792202 0.3036973 0.34959608 0.33057638] [ 0.88028107 0.37736927 0.67634843 0.1864624 0.38709182] [ 0.53274178 0.41011351 0.55950963 0.54886108 0.59658072] [ 0.4026277 0.51689418 0.43695832 0.67747575 0.34900593] [ 0.33257944 0.56403884 0.26177239 0.80845066 0.49250319] [ 0.83791086 0.40074275 0.62116307 0.28568918 0.37473593] [ 0.11565687 0.66976663 0.36164226 0.9421048 0.53195471] [ 0.51845928 0.52393551 0.42893652 0.33700303 0.50538083] [ 0.60654166 0.59209531 0.48851558 0.32788716 0.46041311] [ 0.25732912 0.74533388 0.26538759 0.80474197 0.52737768] [ 0.77991575 0.44457023 0.47970006 0.25771875 0.4053095 ] [ 0.90827431 0.32535953 0.30357135 0.22423951 0.25409587] [ 0.43854139 0.43046298 0.48663006 0.80178182 0.47124155] [ 0.27090682 0.59179554 0.52057624 0.84754247 0.54765027] [ 0.56782687 0.43069085 0.54523939 0.48992961 0.49065936] [ 0.5384343 0.46910718 0.63001263 0.70653357 0.41797636] [ 0.79269303 0.47638884 0.44536985 0.2384307 0.38177755] [ 0.7708179 0.50204243 0.56474078 0.35134103 0.48107097] [ 0.69974924 0.46413128 0.53001504 0.43106676 0.43686395] [ 0.183629 0.56380532 0.51188484 0.89342143 0.47764298] [ 0.39436518 0.61531088 0.52593457 0.69406034 0.58952898] [ 0.74968465 0.52981008 0.54171522 0.44915717 0.41457842] [ 0.81777453 0.42292248 0.65936055 0.31166278 0.4382033 ] [ 0.57039675 0.62148759 0.55975012 0.58406006 0.53352067] [ 0.34774855 0.63859488 0.49479837 0.53317795 0.49931343] [ 0.48802928 0.47684587 0.57003083 0.65279201 0.43228523] [ 0.442045 0.48095913 0.46957336 0.53901703 0.63263963] [ 0.50064351 0.44000123 0.54355626 0.37923209 0.49935866] [ 0.34301922 0.52543226 0.49870266 0.84981656 0.44804677] [ 0.72826815 0.55899837 0.55390058 0.45042419 0.45635308] [ 0.09955111 0.58315776 0.58765868 0.86267177 0.54301155] [ 0.17924189 0.59120128 0.51516692 0.84668978 0.51923607] [ 0.77931202 0.54500784 0.38944497 0.37935511 0.3061299 ] [ 0.59680018 0.52956351 0.4334314 0.39123934 0.50538625] [ 0.37881896 0.60949296 0.37890933 0.70098072 0.40467153] [ 0.32406011 0.64492452 0.39617718 0.81020727 0.38706833] [ 0.71112593 0.49189049 0.56614039 0.44398255 0.35013937] [ 0.35577269 0.47218627 0.45536288 0.66950982 0.40505007] [ 0.2607453 0.5816671 0.547111 0.77843426 0.54447896] [ 0.47462211 0.47619459 0.50167066 0.45993626 0.46755484] [ 0.61890665 0.52558046 0.43137115 0.34476605 0.40929441] [ 0.48881107 0.46545951 0.52512265 0.28602545 0.59326383] [ 0.77620901 0.36867586 0.48241568 0.2604843 0.3425815 ] [ 0.58959059 0.5443479 0.40877048 0.70098551 0.50023147] [ 0.2382437 0.55025055 0.57563816 0.78238236 0.52047131] [ 0.22987612 0.57411157 0.46211274 0.8174186 0.36659358] [ 0.64251047 0.66336631 0.49953964 0.49512546 0.49902987] [ 0.51955644 0.57109046 0.54869633 0.65152922 0.40990622] [ 0.23495003 0.56693133 0.34329291 0.77259945 0.52751653] [ 0.71837788 0.39245722 0.54039976 0.12305671 0.50860961] [ 0.07911447 0.59269455 0.56616312 0.88528732 0.63937362] [ 0.19919764 0.50653918 0.45605514 0.7002803 0.54572784] [ 0.71382596 0.3398441 0.45971547 0.3861586 0.49729772] [ 0.89914148 0.29410216 0.4948422 0.16971049 0.37178592] [ 0.48337093 0.43706888 0.65017058 0.69663362 0.46035808] [ 0.69862073 0.34077033 0.61950425 0.4237215 0.39901541] [ 0.53685142 0.58058001 0.38239987 0.64545283 0.38129465] [ 0.35014065 0.53031252 0.5915079 0.82161038 0.43863975] [ 0.91136558 0.30820637 0.68830142 0.10620146 0.32148722] [ 0.14702776 0.69379539 0.35346081 0.86501931 0.51619689] [ 0.63266449 0.51172594 0.43595878 0.6247326 0.47795394] [ 0.38845885 0.64249497 0.38980671 0.80188515 0.50299923] [ 0.49114991 0.44589647 0.66506897 0.4446602 0.48475072] [ 0.43159964 0.48308722 0.56186583 0.65362069 0.3718138 ] [ 0.31598249 0.50503839 0.50497226 0.71737111 0.43034779] [ 0.76526551 0.42310789 0.49907454 0.37545521 0.30499398] [ 0.10116426 0.60700911 0.46710111 0.88931175 0.48473315] [ 0.37910932 0.54232547 0.46068292 0.52700423 0.45312492] [ 0.358759 0.54671814 0.53326241 0.84083363 0.35456516] [ 0.71676924 0.38929966 0.52477224 0.25444145 0.43741526] [ 0.38515199 0.55627113 0.38203334 0.66717689 0.47072165] [ 0.18575095 0.54622595 0.52415766 0.86473848 0.64298575] [ 0.07640056 0.62001927 0.45102653 0.90632362 0.47537686] [ 0.30890613 0.64654813 0.43854309 0.752123 0.5164314 ] [ 0.55520582 0.42547083 0.49398742 0.55654847 0.3627491 ] [ 0.76169718 0.38748044 0.56587491 0.38857138 0.33943024] [ 0.80555598 0.43434171 0.53378226 0.37369578 0.35440832] [ 0.75802248 0.34681406 0.39779302 0.19958804 0.29270844] [ 0.65014966 0.50507689 0.52519034 0.40687142 0.42855097] [ 0.637832 0.42648474 0.46848257 0.38933784 0.31519707] [ 0.75489132 0.45935372 0.32208324 0.26614392 0.31434219] [ 0.51749011 0.66119535 0.29656419 0.64398519 0.24290171] [ 0.15567839 0.61002617 0.45253728 0.89557535 0.67105678] [ 0.35250785 0.45279421 0.46458045 0.53631252 0.47806416] [ 0.41769835 0.41636102 0.62404637 0.50620178 0.4165554 ] [ 0.74931195 0.32141214 0.57079018 0.35301164 0.50255842] [ 0.49942882 0.55213082 0.28033098 0.55212931 0.38689993] [ 0.87236393 0.27982462 0.60430709 0.17002931 0.41103638] [ 0.47948675 0.31872544 0.53590981 0.75001974 0.40331001] [ 0.60655558 0.44950837 0.60594278 0.49606082 0.41462913] [ 0.70195526 0.51561623 0.49172638 0.42399881 0.36392766] [ 0.81343752 0.35080732 0.40369716 0.22562844 0.30639816] [ 0.43755513 0.48451706 0.44905253 0.54811631 0.41198935] [ 0.18301307 0.69967164 0.40881038 0.87208962 0.52071429] [ 0.62431553 0.43739815 0.430489 0.53281832 0.56634455] [ 0.78718128 0.26069069 0.62607078 0.2252367 0.45413835] [ 0.61294317 0.457907 0.50849352 0.54049503 0.45846995] [ 0.79834728 0.48216181 0.50945232 0.18896975 0.36584168] [ 0.15256457 0.62355515 0.48610486 0.78198913 0.45732272] [ 0.59298661 0.52074711 0.40736639 0.38877191 0.48041395] [ 0.76622564 0.59556201 0.56363311 0.48699362 0.39410904] [ 0.16452111 0.58253489 0.52425474 0.88084548 0.60628174] [ 0.27391358 0.57941437 0.4285568 0.77192945 0.58122683] [ 0.29569206 0.52703819 0.37756808 0.79616558 0.49744221] [ 0.62608159 0.4105101 0.62400047 0.28679197 0.54379621] [ 0.78495927 0.42350015 0.47686851 0.47160829 0.39139557] [ 0.80718779 0.28565185 0.50611393 0.2801468 0.44433439] [ 0.16389067 0.57983128 0.48512533 0.78613316 0.46090555] [ 0.32324295 0.50197843 0.45418295 0.6823725 0.53634916] [ 0.32257214 0.57047391 0.55373491 0.60426673 0.45594733] [ 0.35934313 0.59300177 0.50818142 0.70554297 0.41522014] [ 0.38773005 0.59672838 0.31911905 0.89130992 0.40826178] [ 0.30235827 0.59657186 0.48583001 0.77616214 0.58050214] [ 0.26115111 0.53157806 0.44327664 0.75117106 0.48998393] [ 0.74243657 0.51204907 0.58231066 0.51508653 0.40149613] [ 0.54457543 0.52164435 0.53426839 0.62560072 0.38227747] [ 0.71784825 0.38972477 0.68344287 0.37814921 0.40355754] [ 0.56720238 0.49886062 0.58827156 0.70776711 0.40777569] [ 0.56216341 0.39628303 0.57046916 0.65260081 0.33077585] [ 0.71816169 0.34202371 0.6460003 0.27158674 0.41124547] [ 0.2783034 0.58484938 0.50611983 0.69448115 0.54585076] [ 0.80401033 0.42186585 0.57479734 0.28539177 0.4575337 ] Progress: 21.6% ... Training loss: 0.639 ... Validation loss: 1.105[ 0.75367795 0.33160093 0.64467011 0.29584266 0.37393695] [ 0.26007083 0.50238049 0.42930075 0.73857923 0.43516705] [ 0.58466498 0.56087488 0.5267138 0.47867992 0.45118507] [ 0.32072866 0.48914932 0.44549216 0.83315058 0.38054442] [ 0.10499522 0.62438094 0.48806004 0.91690917 0.55256951] [ 0.29016801 0.4897473 0.46305769 0.72233684 0.49485693] [ 0.7199727 0.50650297 0.44822375 0.48758617 0.32038835] [ 0.15357766 0.55694584 0.44560429 0.70703174 0.52615938] [ 0.63125417 0.54056341 0.44365342 0.50859 0.45345276] [ 0.52260111 0.53674483 0.5396617 0.64221946 0.51962849] [ 0.52244733 0.40619589 0.52102204 0.38090104 0.56415846] [ 0.34161023 0.55414892 0.41960966 0.7300528 0.5307004 ] [ 0.86882397 0.24733568 0.7151414 0.14242471 0.46181017] [ 0.80768128 0.42360845 0.40251774 0.36229719 0.31511946] [ 0.68291686 0.39288451 0.40005888 0.21280307 0.42123852] [ 0.67223237 0.52652492 0.49509297 0.25412183 0.38604336] [ 0.72263721 0.32006979 0.50960023 0.25882307 0.54673634] [ 0.33740014 0.40909723 0.35884516 0.70658188 0.51929466] [ 0.5016255 0.45516095 0.60661296 0.63717729 0.39122379] [ 0.33122744 0.48054531 0.58118852 0.66433207 0.40593052] [ 0.5045422 0.51965016 0.58020217 0.76753728 0.34004694] [ 0.48657252 0.5279266 0.59037881 0.58761469 0.38647578] [ 0.20510972 0.45900297 0.43911011 0.92349764 0.53077142] [ 0.51925279 0.65357548 0.46562339 0.63850558 0.45108711] [ 0.44825132 0.45101167 0.58852874 0.68355254 0.34201093] [ 0.67560082 0.55469666 0.38541758 0.45452699 0.33584452] [ 0.1665267 0.50081461 0.52633665 0.77517516 0.49130746] [ 0.16280209 0.58371763 0.46118196 0.91527843 0.52887385] [ 0.22947578 0.51723122 0.44409049 0.72196038 0.59975566] [ 0.38398918 0.39179003 0.5145054 0.70652887 0.43411003] [ 0.51769115 0.44178555 0.57923526 0.67596562 0.47385607] [ 0.72643362 0.53627008 0.33728395 0.25303701 0.28789191] [ 0.23869392 0.51102671 0.61309814 0.74358875 0.58652876] [ 0.35924287 0.60070452 0.36083864 0.60928828 0.42067671] [ 0.29450768 0.5753993 0.49153961 0.78209049 0.4480527 ] [ 0.67070913 0.31021003 0.56146102 0.20672141 0.48364661] [ 0.56907883 0.59481126 0.55740574 0.55715893 0.42678539] [ 0.45550765 0.59184116 0.32238624 0.70730907 0.48345713] [ 0.52976667 0.49746531 0.43049144 0.61807837 0.35405419] [ 0.60413699 0.64951025 0.446569 0.65329823 0.33955018] [ 0.35926255 0.59189001 0.47410237 0.63774242 0.48205604] [ 0.72799694 0.40620369 0.43140196 0.24848557 0.33192951] [ 0.89522371 0.40241792 0.38789729 0.17384129 0.30578265] [ 0.41753835 0.54603947 0.55270591 0.68816919 0.58002687] [ 0.64274303 0.66332037 0.49955938 0.49503282 0.49900829] [ 0.22755458 0.65609332 0.44945066 0.78767717 0.53390991] [ 0.28341479 0.68909898 0.4895856 0.69718096 0.55932529] [ 0.6230331 0.50636343 0.46705651 0.35569914 0.4704167 ] [ 0.3281438 0.40116124 0.56602291 0.65902834 0.46574494] [ 0.19079876 0.66942191 0.34383052 0.71077976 0.48184633] [ 0.69079673 0.36801106 0.54848844 0.37070006 0.5002347 ] [ 0.51328956 0.49595575 0.33387498 0.60255263 0.45826287] [ 0.6801936 0.53403663 0.50325028 0.36681461 0.40056616] [ 0.63282757 0.49142676 0.41208579 0.71058465 0.35815381] [ 0.43680146 0.49886228 0.36359974 0.63530883 0.34896552] [ 0.83771223 0.35792804 0.55172494 0.22951966 0.39849118] [ 0.70480905 0.44874107 0.45162272 0.42744115 0.54940618] [ 0.77085402 0.49142901 0.46841039 0.27749329 0.29333138] [ 0.64468556 0.62093088 0.37460591 0.47362295 0.27985278] [ 0.62083621 0.25949643 0.56855141 0.23902276 0.58288792] [ 0.52840679 0.57503803 0.38895621 0.555053 0.41706834] [ 0.33114449 0.60340006 0.43978095 0.75417399 0.38740728] [ 0.42320927 0.60510864 0.41755874 0.5389478 0.37004656] [ 0.5157522 0.59001368 0.53672775 0.42911357 0.35423952] [ 0.55692557 0.41598933 0.61558079 0.3276707 0.47362643] [ 0.81576761 0.25633355 0.62235097 0.18496061 0.43395188] [ 0.29391712 0.59554018 0.47526775 0.77328615 0.47868453] [ 0.45427241 0.42686483 0.50248697 0.45200017 0.51725812] [ 0.80278608 0.3429369 0.58690492 0.22377825 0.43329906] [ 0.22672494 0.51417731 0.44826076 0.66747974 0.49349712] [ 0.73750812 0.42363062 0.52974276 0.25084596 0.37961207] [ 0.0902537 0.62548242 0.46147763 0.92904618 0.48485769] [ 0.59492555 0.58757105 0.31399651 0.59313492 0.36082561] [ 0.4981177 0.41634673 0.4808422 0.37259646 0.39156575] [ 0.19934156 0.63472041 0.50450881 0.65793339 0.48569864] [ 0.48347777 0.57787619 0.54941408 0.53409637 0.41382442] [ 0.78472103 0.26037637 0.5124453 0.27762346 0.48699071] [ 0.85520365 0.27812112 0.57355916 0.158514 0.41723312] [ 0.68716641 0.5703549 0.51215401 0.32488721 0.3599843 ] [ 0.85486056 0.37923 0.41637167 0.28474673 0.3912881 ] [ 0.71559711 0.39810849 0.38022796 0.39325923 0.48900131] [ 0.61117985 0.38842483 0.61482058 0.5962298 0.44069336] [ 0.71126577 0.42738248 0.60197058 0.43750319 0.43481884] [ 0.71750634 0.43230093 0.38177446 0.35541976 0.33197134] [ 0.3050923 0.55507424 0.52893354 0.7984447 0.36837289] [ 0.38133524 0.55196818 0.43086864 0.59729003 0.51241651] [ 0.60014869 0.46004122 0.48014299 0.58033947 0.25849518] [ 0.3065084 0.50886154 0.56109805 0.81165414 0.45215572] [ 0.56841966 0.43640261 0.58333319 0.46893336 0.5736562 ] [ 0.29938862 0.54733716 0.51990236 0.82119903 0.39709428] [ 0.48292115 0.66502884 0.41739266 0.80990963 0.43660675] [ 0.29132506 0.56977427 0.47505949 0.63072946 0.49160596] [ 0.63919011 0.44632214 0.4337365 0.33698273 0.38966756] [ 0.15672804 0.46640064 0.45716547 0.86484028 0.44065913] [ 0.55268173 0.56341118 0.51747287 0.64516994 0.34448934] [ 0.55152132 0.40290386 0.69922484 0.53555794 0.3646143 ] [ 0.68487578 0.45732433 0.5135083 0.2930185 0.363111 ] [ 0.64161054 0.4270861 0.61346315 0.28081338 0.53480938] [ 0.80907591 0.43710151 0.50821678 0.26080139 0.45404542] [ 0.49117529 0.54586616 0.49207376 0.4645665 0.48814272] [ 0.81453694 0.52959793 0.28740033 0.41919457 0.31435665] [ 0.38526712 0.53557957 0.39172052 0.83170717 0.37225332] [ 0.53163846 0.54214589 0.45407328 0.37109496 0.43416313] [ 0.2315759 0.41445542 0.51103665 0.73727506 0.59370585] [ 0.38214703 0.52522852 0.54438439 0.61841133 0.57462104] [ 0.40292188 0.52944491 0.4858713 0.52478865 0.67141644] [ 0.50221972 0.62193789 0.35156152 0.59025585 0.34169368] [ 0.43072526 0.53911476 0.5198276 0.53743186 0.52085411] [ 0.51957805 0.46342154 0.44144339 0.49757255 0.34418244] [ 0.86668055 0.37423827 0.56000622 0.11573795 0.40503889] [ 0.64346681 0.54441835 0.69707923 0.35286498 0.4312865 ] [ 0.57818274 0.62664405 0.43606786 0.59952378 0.35976571] [ 0.61952374 0.48684928 0.41693912 0.3593635 0.40653025] [ 0.13467053 0.49581483 0.56646326 0.79259568 0.50674419] [ 0.43480812 0.49501713 0.50651668 0.41205178 0.45348978] [ 0.68365729 0.35537797 0.53337914 0.28031422 0.50491769] [ 0.27042047 0.56810799 0.54488993 0.79440973 0.53788779] [ 0.53520627 0.52448333 0.58528244 0.67770307 0.49001527] [ 0.11445377 0.65084395 0.34253967 0.92097936 0.51097024] [ 0.47750935 0.61042872 0.31396561 0.6007976 0.40497414] [ 0.17229116 0.55565321 0.47268654 0.81212107 0.47582881] [ 0.29378002 0.586055 0.46954587 0.73161034 0.45503042] [ 0.73483059 0.4115996 0.41520925 0.25603342 0.3424023 ] [ 0.29601665 0.53543648 0.44085615 0.68317655 0.4559042 ] [ 0.14300806 0.5116411 0.51100285 0.83727559 0.46366544] [ 0.19403389 0.55745554 0.47041256 0.89528565 0.54796801] [ 0.53159564 0.57914338 0.4176654 0.63084331 0.39324218] [ 0.22938417 0.49402303 0.53747148 0.73682014 0.4356554 ] Progress: 21.6% ... Training loss: 0.639 ... Validation loss: 1.108[ 0.66248714 0.45956196 0.6740808 0.36192323 0.46147736] [ 0.40042207 0.42281276 0.37989011 0.71890481 0.33700036] [ 0.45026295 0.59484075 0.4686976 0.55998006 0.39405654] [ 0.87961822 0.37455444 0.64466012 0.16615315 0.3462736 ] [ 0.12620491 0.47543363 0.50134395 0.88041318 0.66972817] [ 0.58430769 0.50155957 0.45212269 0.42930056 0.45323753] [ 0.15245576 0.66498275 0.5068997 0.89147817 0.54334688] [ 0.74888019 0.51374464 0.53322237 0.4718996 0.39613564] [ 0.52537157 0.60874378 0.34338112 0.6501424 0.44591474] [ 0.78527711 0.42332799 0.47694308 0.47145237 0.39132343] [ 0.359021 0.47949207 0.34557547 0.80089912 0.39381341] [ 0.1785423 0.65572399 0.37673685 0.72633522 0.59073721] [ 0.72700466 0.61239509 0.55493642 0.487548 0.38177865] [ 0.27054592 0.57779662 0.39853219 0.88017313 0.48325584] [ 0.11762845 0.55245301 0.59359479 0.84050602 0.61335543] [ 0.49361404 0.64926773 0.35244817 0.68537481 0.3727052 ] [ 0.3280253 0.54906043 0.52254969 0.74220531 0.371013 ] [ 0.39022584 0.36764656 0.45984535 0.75677066 0.361433 ] [ 0.7528024 0.30764119 0.58422591 0.29281069 0.44203503] [ 0.72430157 0.50898598 0.46085874 0.38326657 0.40287898] [ 0.78655572 0.39210633 0.57645344 0.31987175 0.35877764] [ 0.2281037 0.65578631 0.44957561 0.78742226 0.53378435] [ 0.0504061 0.59878444 0.47988742 0.92388858 0.53613024] [ 0.75946937 0.31778932 0.41783295 0.22262805 0.33451152] [ 0.65622846 0.40442855 0.54598399 0.46087335 0.47182424] [ 0.53993513 0.46480194 0.51947011 0.41817075 0.5500107 ] [ 0.52447048 0.50356991 0.5384654 0.54715396 0.60195087] [ 0.38704303 0.54810024 0.33544651 0.69536176 0.47703714] [ 0.75765523 0.34702909 0.39770752 0.19980024 0.2927675 ] [ 0.47744884 0.57160051 0.4291755 0.656738 0.3708007 ] [ 0.25344569 0.48440823 0.40144936 0.7359685 0.60551411] [ 0.51024992 0.66610405 0.40752883 0.80256218 0.49472817] [ 0.47282327 0.50400675 0.44897291 0.71153006 0.26595251] [ 0.24186114 0.42229854 0.39749381 0.80893242 0.4375022 ] [ 0.30098405 0.64264693 0.45245187 0.72283469 0.60626772] [ 0.53782624 0.41766026 0.49763797 0.5417915 0.54143407] [ 0.60181782 0.41934838 0.61759393 0.59653476 0.44949953] [ 0.44309146 0.65054651 0.34894247 0.76690104 0.53696304] [ 0.41439772 0.55440521 0.52881024 0.71073297 0.41750529] [ 0.48561951 0.6028802 0.41425608 0.61058439 0.42261081] [ 0.26463632 0.47975108 0.46551637 0.77198583 0.38074166] [ 0.65020309 0.49585856 0.4617861 0.35969673 0.38783378] [ 0.10849775 0.46345978 0.42098954 0.89288401 0.57957914] [ 0.77100929 0.45862366 0.345689 0.25337361 0.33776645] [ 0.26989445 0.48551976 0.59411746 0.44284179 0.62738444] [ 0.86711004 0.27258266 0.54655143 0.13703404 0.37195723] [ 0.85353854 0.39405938 0.56566433 0.23023251 0.37943599] [ 0.70330492 0.41207049 0.60984825 0.31697226 0.35472663] [ 0.7389268 0.37931641 0.51207723 0.40770026 0.56970699] [ 0.74087863 0.57979333 0.61885816 0.43164894 0.42123865] [ 0.61910021 0.56823922 0.39317914 0.49391624 0.47810811] [ 0.35844647 0.50347481 0.62298712 0.6619391 0.52253066] [ 0.43236531 0.50978618 0.45872333 0.66033628 0.54032404] [ 0.72365139 0.48953755 0.37305463 0.51406034 0.37274249] [ 0.58014892 0.57231468 0.39892615 0.3971486 0.39361412] [ 0.38816785 0.40487593 0.55674929 0.73668985 0.55510341] [ 0.17570235 0.60935643 0.45277511 0.8814756 0.61546021] [ 0.51989305 0.43084151 0.48570667 0.35313854 0.45376324] [ 0.50686721 0.64442895 0.41463718 0.58273394 0.41023381] [ 0.7336473 0.3433643 0.39902946 0.35700145 0.45297582] [ 0.7503683 0.3781412 0.56632873 0.18511117 0.33889208] [ 0.62099023 0.50544118 0.52284252 0.56233552 0.41162337] [ 0.45826887 0.56259103 0.52044123 0.62340753 0.36444405] [ 0.592259 0.36129733 0.56866679 0.35247099 0.42495249] [ 0.57418158 0.58539477 0.53302631 0.38678201 0.54907821] [ 0.43914108 0.56067859 0.59027708 0.7043281 0.52085786] [ 0.37610749 0.43020558 0.50681186 0.6523118 0.41022032] [ 0.77467852 0.50074339 0.55285372 0.24253055 0.3937926 ] [ 0.83105164 0.25708051 0.65312936 0.14276261 0.42968193] [ 0.85989381 0.38143324 0.45942232 0.26629811 0.41290904] [ 0.37899084 0.54255589 0.46059119 0.52721007 0.45320261] [ 0.32095978 0.39362728 0.55043061 0.69369334 0.41280433] [ 0.39216539 0.42174763 0.49653124 0.81007638 0.44886741] [ 0.705005 0.45131041 0.49766088 0.3713427 0.44135231] [ 0.2294997 0.5882985 0.53252403 0.83217134 0.44570542] [ 0.66103911 0.59087816 0.497755 0.47804754 0.31856683] [ 0.31634381 0.52895322 0.62096909 0.69166217 0.45000152] [ 0.66804654 0.40923653 0.34403283 0.49946301 0.32518067] [ 0.67252257 0.45039754 0.51803784 0.35113709 0.41891031] [ 0.6030998 0.393427 0.59208369 0.38131646 0.36441772] [ 0.45807643 0.52125788 0.39013838 0.66400789 0.38396979] [ 0.65612871 0.58609808 0.36246126 0.77850383 0.46359921] [ 0.31447389 0.52060158 0.42585034 0.52455792 0.50334722] [ 0.8302926 0.3809905 0.58225787 0.38400528 0.37002442] [ 0.72113112 0.37344259 0.53095916 0.3888781 0.33573936] [ 0.63104089 0.55199857 0.53963516 0.50119592 0.43605097] [ 0.5929298 0.45696382 0.44020528 0.30183862 0.38635083] [ 0.16494513 0.59594371 0.44484368 0.915845 0.592116 ] [ 0.10924104 0.63243899 0.46346983 0.85113043 0.64175609] [ 0.56050554 0.64653092 0.36466722 0.62700086 0.47172475] [ 0.64033151 0.45586133 0.47471271 0.41674831 0.48473831] [ 0.40518658 0.48295351 0.46044962 0.62303694 0.35216867] [ 0.26638377 0.546521 0.31694002 0.90713199 0.45383398] [ 0.44164704 0.48738182 0.49741981 0.78298857 0.48532279] [ 0.61044383 0.5764946 0.37186714 0.46223696 0.35613222] [ 0.20472287 0.68272423 0.48178879 0.82307151 0.6750868 ] [ 0.60100066 0.44238073 0.47179037 0.58100322 0.52743627] [ 0.27868945 0.51014587 0.50145815 0.83576639 0.48576225] [ 0.32341154 0.47272641 0.5495718 0.76879243 0.34947018] [ 0.63156224 0.50923842 0.5471817 0.41964433 0.32980499] [ 0.67400501 0.30636536 0.47308716 0.46188379 0.50416429] [ 0.26439016 0.46235824 0.55065814 0.63278681 0.64780536] [ 0.57191014 0.4996572 0.44930436 0.6016273 0.47754558] [ 0.33400715 0.51804043 0.55044011 0.70878332 0.52334971] [ 0.57222351 0.47928601 0.54819748 0.45920108 0.45815588] [ 0.61228463 0.53897505 0.51200269 0.55565713 0.43444635] [ 0.45655132 0.57609405 0.47433264 0.6977666 0.33422976] [ 0.74569285 0.46056818 0.44272935 0.34870869 0.39713143] [ 0.738809 0.48422978 0.28706253 0.52476426 0.34458815] [ 0.51005836 0.51132187 0.59229964 0.62100793 0.4091548 ] [ 0.17003062 0.61245758 0.35913173 0.71841615 0.55330402] [ 0.24923367 0.49720398 0.44285921 0.55633413 0.67167966] [ 0.45964836 0.52675541 0.72658574 0.5593862 0.44838217] [ 0.10052582 0.59511324 0.52630161 0.92202776 0.54639958] [ 0.79134811 0.31020006 0.60877319 0.24878466 0.37363499] [ 0.32972584 0.57741908 0.39495279 0.70775612 0.37105993] [ 0.71849263 0.62732023 0.58009904 0.50938178 0.47943092] [ 0.31947503 0.58757649 0.456255 0.60127662 0.51235405] [ 0.14525512 0.41064607 0.54078215 0.86330182 0.63840921] [ 0.29577232 0.58986035 0.59828554 0.62200283 0.65292073] [ 0.41234271 0.66280113 0.37944777 0.72098824 0.46042888] [ 0.77400008 0.28748452 0.52531555 0.22154691 0.37892637] [ 0.35554761 0.503058 0.36175326 0.60228682 0.352126 ] [ 0.42197126 0.493304 0.54291262 0.7394537 0.4181516 ] [ 0.52542735 0.52885718 0.56687651 0.79525195 0.44504563] [ 0.90958728 0.38323222 0.47683699 0.25019138 0.35205422] [ 0.81563336 0.44791764 0.46369933 0.28210163 0.31972048] [ 0.26544378 0.60503996 0.38174758 0.75300236 0.58369906] Progress: 21.6% ... Training loss: 0.639 ... Validation loss: 1.107[ 0.24840023 0.49893646 0.40959047 0.72505668 0.54545415] [ 0.64614229 0.60503903 0.4706304 0.33944514 0.40985425] [ 0.65003846 0.31985369 0.58371708 0.31703508 0.3374731 ] [ 0.3896228 0.48526124 0.61570663 0.68550176 0.51541566] [ 0.61018609 0.48677617 0.53472859 0.2699298 0.47396009] [ 0.14068518 0.59344688 0.46769052 0.80696808 0.58000321] [ 0.47283683 0.48091869 0.47451035 0.71954885 0.31541022] [ 0.77289055 0.34279272 0.59009497 0.14033291 0.40450649] [ 0.19048614 0.54667471 0.51607611 0.74115441 0.6016254 ] [ 0.53801194 0.37334908 0.53319449 0.52896168 0.55534502] [ 0.39141798 0.60673813 0.54091584 0.75124784 0.43039365] [ 0.30479675 0.62687811 0.47844603 0.78742944 0.60041344] [ 0.09355722 0.56982187 0.43510467 0.93234773 0.54436303] [ 0.43384268 0.4633176 0.48969689 0.61920273 0.51770498] [ 0.56496734 0.49034334 0.43156918 0.60523288 0.34143838] [ 0.59756963 0.38147974 0.67897353 0.51480973 0.46859836] [ 0.70390307 0.48912081 0.44159109 0.50395592 0.36164001] [ 0.67666 0.45377066 0.51433681 0.35527086 0.49167811] [ 0.74069913 0.48144959 0.5493407 0.40267724 0.44965985] [ 0.45154562 0.58318978 0.35144238 0.66514097 0.45361388] [ 0.31130655 0.56843648 0.48377785 0.78790868 0.35554585] [ 0.66158838 0.3736594 0.46110562 0.3759029 0.47126373] [ 0.6478053 0.4371728 0.36838782 0.36518504 0.4075317 ] [ 0.41717063 0.49424552 0.54664884 0.49592819 0.58977815] [ 0.462225 0.42425026 0.51725826 0.65830086 0.49802988] [ 0.54976674 0.48913736 0.41305207 0.47200114 0.4678443 ] [ 0.39582309 0.49147079 0.59290689 0.78229202 0.3565183 ] [ 0.13829552 0.64405086 0.44155273 0.91218959 0.51267614] [ 0.75549793 0.37541737 0.60931876 0.09967679 0.50286415] [ 0.76010581 0.50807914 0.33516358 0.26872305 0.29144529] [ 0.83286761 0.70491176 0.48003685 0.46629038 0.37722091] [ 0.56634818 0.57661386 0.53407756 0.52672338 0.49093884] [ 0.5816709 0.50114251 0.49433509 0.75671855 0.44886559] [ 0.1760337 0.66524268 0.48641581 0.905102 0.5457289 ] [ 0.63408027 0.53618082 0.41918324 0.38493059 0.46190061] [ 0.29464483 0.63145049 0.46473669 0.80836109 0.54537082] [ 0.40837242 0.61596747 0.52146185 0.78692147 0.4372322 ] [ 0.20157248 0.46583437 0.49169378 0.87955525 0.49447772] [ 0.53260508 0.42790013 0.43019047 0.40063199 0.41658609] [ 0.68001218 0.43691686 0.57355841 0.41712725 0.484628 ] [ 0.50277962 0.4413591 0.42917642 0.47721617 0.46987229] [ 0.12895409 0.71813327 0.48806021 0.87203132 0.66765232] [ 0.4629116 0.44903576 0.5261857 0.48844833 0.5828602 ] [ 0.27953679 0.4075961 0.64850194 0.76293187 0.57164553] [ 0.36608638 0.60854838 0.43287693 0.55588836 0.63924724] [ 0.42582624 0.50684537 0.5225913 0.54420621 0.60352699] [ 0.27058825 0.49300837 0.54866762 0.78623462 0.58157095] [ 0.07505165 0.71137033 0.4139963 0.94432085 0.59992932] [ 0.72513952 0.40742603 0.51271973 0.29915047 0.55464902] [ 0.14119274 0.61543571 0.46111135 0.91847549 0.52735216] [ 0.27836408 0.56558709 0.40948042 0.85962982 0.55357193] [ 0.79510606 0.32956165 0.51129495 0.28170634 0.44401917] [ 0.71070421 0.32035369 0.64476817 0.20658331 0.54144026] [ 0.36583439 0.65950999 0.35405661 0.55555769 0.59121938] [ 0.56597596 0.47630298 0.43111534 0.59473755 0.37701118] [ 0.26094946 0.62528688 0.47879173 0.75482743 0.53386661] [ 0.40105424 0.58035239 0.58768774 0.54582628 0.51182504] [ 0.26576074 0.53489349 0.52124456 0.87978333 0.44425789] [ 0.38234517 0.61356342 0.28223454 0.78617181 0.46069417] [ 0.16913884 0.50377248 0.50871913 0.7517107 0.51866865] [ 0.24452576 0.57985948 0.50022902 0.81097365 0.4432291 ] [ 0.61242845 0.47162681 0.46443982 0.37940376 0.46849309] [ 0.51469827 0.62945772 0.3384898 0.56991841 0.37532405] [ 0.53122946 0.66618315 0.3709518 0.6925119 0.36707919] [ 0.45409215 0.50075207 0.57434413 0.58942286 0.46358369] [ 0.55728322 0.61147583 0.56487988 0.64774653 0.43205457] [ 0.5220321 0.5831804 0.29914469 0.58665342 0.26210418] [ 0.54032973 0.37587946 0.65054101 0.53883064 0.41673858] [ 0.25359481 0.62258319 0.3702514 0.91326537 0.43188261] [ 0.51287085 0.43807328 0.54947905 0.60906147 0.46708615] [ 0.47067794 0.45355459 0.44121548 0.55493338 0.48846246] [ 0.60030698 0.3903409 0.4828277 0.6127153 0.48556267] [ 0.47628556 0.42398966 0.40329876 0.57061314 0.57831433] [ 0.75423059 0.34102573 0.67808957 0.22450702 0.46405463] [ 0.69944565 0.2373589 0.60848744 0.3873606 0.47206529] [ 0.55965269 0.57971612 0.406933 0.48295511 0.3815508 ] [ 0.28771063 0.49159981 0.35920646 0.58483902 0.52674081] [ 0.74823697 0.44502456 0.494873 0.48446458 0.3782515 ] [ 0.5818389 0.54501793 0.45092944 0.51139912 0.47135573] [ 0.61234319 0.42582997 0.50218361 0.46609495 0.39779056] [ 0.21475257 0.66846107 0.24415196 0.87065876 0.5567561 ] [ 0.76393686 0.39472931 0.58719188 0.31007924 0.38170794] [ 0.12168508 0.55473247 0.37603495 0.94466087 0.549828 ] [ 0.76969307 0.50260639 0.43429573 0.32106644 0.36335697] [ 0.66682244 0.46082115 0.40423028 0.40501952 0.29269642] [ 0.2990098 0.52444363 0.45643824 0.72531375 0.4243222 ] [ 0.28183511 0.5905204 0.30181928 0.95712361 0.46885293] [ 0.51126307 0.50884068 0.41426607 0.60059998 0.33693191] [ 0.51970299 0.49715273 0.55949694 0.73495994 0.44268324] [ 0.65413442 0.53155141 0.46362883 0.58336916 0.4429412 ] [ 0.21089779 0.59642343 0.49000238 0.64430586 0.54914566] [ 0.69512155 0.4202168 0.56319833 0.29519923 0.52482699] [ 0.30186688 0.57794913 0.64799945 0.68912063 0.53650868] [ 0.11370355 0.56488508 0.44276545 0.85938648 0.45404713] [ 0.75608518 0.42586627 0.51910264 0.42702938 0.38935156] [ 0.40739859 0.42458563 0.49235128 0.67790871 0.30351558] [ 0.78324944 0.51862752 0.37083899 0.40706653 0.28228192] [ 0.59709861 0.64404849 0.3968396 0.50342603 0.37278581] [ 0.70265976 0.51235099 0.5353003 0.53465362 0.40640241] [ 0.69230826 0.41869537 0.54588297 0.3002203 0.50502642] [ 0.29726499 0.57805491 0.36741973 0.76662532 0.455292 ] [ 0.40707774 0.44345632 0.51466948 0.55819293 0.37977186] [ 0.61545914 0.29633992 0.58823765 0.32317766 0.47470654] [ 0.56281968 0.73386685 0.35726053 0.79694898 0.48845652] [ 0.60701233 0.6349577 0.42193359 0.44775165 0.46304417] [ 0.47555706 0.5274223 0.40141909 0.61494887 0.49261664] [ 0.38397395 0.38829022 0.46105181 0.73017494 0.42200731] [ 0.28577343 0.6036955 0.54281768 0.69919674 0.56143551] [ 0.62038655 0.49497949 0.66957938 0.39007536 0.50111302] [ 0.49489191 0.46818646 0.60830995 0.61322346 0.35231362] [ 0.64946121 0.35977467 0.63190396 0.32543087 0.41743402] [ 0.56493123 0.39977784 0.41759046 0.47158117 0.49746949] [ 0.78395705 0.48878653 0.54461834 0.22242863 0.47381086] [ 0.52455561 0.29525501 0.47671204 0.59886997 0.30429446] [ 0.47895356 0.44323858 0.52680917 0.60206125 0.34775175] [ 0.83646168 0.23147902 0.47586808 0.16398938 0.32014668] [ 0.6527031 0.59153523 0.64170931 0.44356448 0.44425529] [ 0.2228431 0.5445559 0.4851997 0.83999901 0.4865246 ] [ 0.59275475 0.43558812 0.43653148 0.53127619 0.4289049 ] [ 0.73895648 0.44739152 0.55454874 0.3312567 0.37274723] [ 0.28715279 0.57391406 0.52565069 0.78830256 0.6571568 ] [ 0.43626478 0.44350655 0.58004947 0.72130004 0.44827989] [ 0.40193873 0.56221131 0.3841252 0.68651787 0.33098703] [ 0.9040544 0.26268696 0.58840092 0.14083705 0.3868226 ] [ 0.34995754 0.54190982 0.43233652 0.75062411 0.58248551] [ 0.3287756 0.56517797 0.53416496 0.73910329 0.6033353 ] [ 0.49821672 0.46922196 0.5430746 0.40461073 0.61752777] [ 0.31402571 0.61523101 0.43572608 0.69547114 0.39401413] Progress: 21.7% ... Training loss: 0.639 ... Validation loss: 1.109[ 0.19982765 0.54530137 0.45656765 0.66085247 0.46314176] [ 0.41149739 0.64730958 0.31383762 0.66570453 0.38773378] [ 0.35214387 0.49739384 0.52409169 0.7170819 0.65624 ] [ 0.52748793 0.40637319 0.53561019 0.32016495 0.69401459] [ 0.88522082 0.2950364 0.47816502 0.16983545 0.30080798] [ 0.32912694 0.54354085 0.33241692 0.58487078 0.47258919] [ 0.45761907 0.4267742 0.50724398 0.7896584 0.48745795] [ 0.30077339 0.46202318 0.48393484 0.67097172 0.58259635] [ 0.5537851 0.4641571 0.5466344 0.59891846 0.35870422] [ 0.71821295 0.5105056 0.32770515 0.53798467 0.36741088] [ 0.81019967 0.32140478 0.54225044 0.30670489 0.39008654] [ 0.6452308 0.41575692 0.51923341 0.34162962 0.65243942] [ 0.39276279 0.5953266 0.43410312 0.62864912 0.52655303] [ 0.40813131 0.54489879 0.40969838 0.53322475 0.42914628] [ 0.46212343 0.44817698 0.67694539 0.52217831 0.48951235] [ 0.43917684 0.56074945 0.59024872 0.70437611 0.52088285] [ 0.65295937 0.52109177 0.4882394 0.25223343 0.45819003] [ 0.41428106 0.44480585 0.49528391 0.50010548 0.53328741] [ 0.27121062 0.64801943 0.44986504 0.7115973 0.53309177] [ 0.19681104 0.50834036 0.5566355 0.87299122 0.64675282] [ 0.81712856 0.36390187 0.67434573 0.24821264 0.39814295] [ 0.42822843 0.53315359 0.37417127 0.73992841 0.27538023] [ 0.68638582 0.51954539 0.36440728 0.56096045 0.43896464] [ 0.83736904 0.27513529 0.75028847 0.17107666 0.4553707 ] [ 0.39007419 0.43192687 0.46217466 0.77273928 0.4278858 ] [ 0.72279092 0.59206559 0.55039304 0.50728907 0.41926297] [ 0.21207709 0.54119456 0.51015438 0.71193037 0.46583695] [ 0.49657498 0.52491636 0.471271 0.78600154 0.53515229] [ 0.49030667 0.67640886 0.40634027 0.75195646 0.56001114] [ 0.71622096 0.39579803 0.54220725 0.39134495 0.50453224] [ 0.43418833 0.49289743 0.52063398 0.70251496 0.38642522] [ 0.50147693 0.42600839 0.43057039 0.74482366 0.3865048 ] [ 0.50018079 0.37623134 0.59369144 0.55418953 0.58452079] [ 0.77980499 0.44473241 0.47964341 0.25781358 0.40533266] [ 0.70408065 0.48010408 0.60637039 0.27163266 0.50403888] [ 0.63953805 0.54912893 0.52196526 0.46403457 0.50168626] [ 0.75309107 0.52464565 0.4188843 0.31936404 0.40256849] [ 0.66692336 0.62194339 0.55734169 0.44141044 0.46725176] [ 0.28711328 0.69475995 0.32285109 0.8466262 0.61429802] [ 0.36318086 0.49887502 0.42803413 0.69408171 0.61081201] [ 0.31744936 0.51284773 0.5366571 0.77866874 0.44663005] [ 0.22211391 0.70882882 0.33676925 0.81210018 0.58302304] [ 0.61253579 0.53894929 0.51202033 0.55559492 0.43442275] [ 0.53101782 0.48327085 0.32196894 0.56428314 0.3059489 ] [ 0.66000941 0.56473143 0.25722472 0.3836116 0.31007955] [ 0.68872667 0.46584911 0.42542372 0.40179822 0.45460229] [ 0.50711968 0.53545039 0.43152564 0.54689917 0.41232443] [ 0.89473259 0.3432098 0.63164081 0.16628458 0.38059324] [ 0.70388175 0.43295382 0.56270798 0.20048207 0.53949871] [ 0.59274761 0.58313008 0.43750559 0.58721599 0.4214579 ] [ 0.5800592 0.48313755 0.46341197 0.56809469 0.53170202] [ 0.46394212 0.53123825 0.53938352 0.77274566 0.41691053] [ 0.48530529 0.41403556 0.38163795 0.50795327 0.43872654] [ 0.71787976 0.44145215 0.43901065 0.34877579 0.3837334 ] [ 0.88596142 0.33619021 0.46617507 0.23411566 0.30867449] [ 0.27368586 0.63567743 0.56381939 0.71666118 0.50286118] [ 0.76615731 0.4187022 0.53413192 0.32876631 0.4015744 ] [ 0.46888564 0.59968067 0.43817069 0.69356183 0.35662828] [ 0.16341697 0.56276516 0.55873978 0.84546608 0.51748154] [ 0.38577042 0.49127375 0.47842518 0.54062578 0.44468225] [ 0.21422154 0.69415414 0.39749086 0.79042557 0.51105098] [ 0.17524465 0.59134819 0.45022503 0.87075751 0.53420925] [ 0.70054339 0.37824434 0.57979182 0.28911797 0.31911214] [ 0.56566563 0.57468462 0.56609507 0.55002545 0.37933602] [ 0.76905683 0.42556216 0.43525524 0.31820019 0.3703249 ] [ 0.32558073 0.57534423 0.44731985 0.83319293 0.5110921 ] [ 0.129383 0.56873725 0.44178045 0.86019839 0.57449412] [ 0.7659574 0.39734506 0.52804047 0.41217786 0.40578166] [ 0.21981411 0.59205653 0.31901077 0.80849571 0.36803775] [ 0.39209471 0.4218195 0.49650781 0.81012338 0.44889397] [ 0.68697088 0.50316878 0.56522864 0.30593227 0.47516007] [ 0.43340744 0.66838034 0.2619673 0.82476856 0.44703989] [ 0.22722046 0.46695268 0.48627871 0.87833296 0.57360194] [ 0.6930028 0.41844223 0.5459816 0.29981513 0.50492494] [ 0.34293617 0.50975375 0.48742486 0.70570493 0.40557513] [ 0.44456426 0.41087667 0.48940122 0.7668465 0.50894871] [ 0.64557439 0.50306438 0.58685025 0.46880313 0.45162628] [ 0.41569454 0.47458919 0.49514935 0.55660616 0.51276567] [ 0.84279734 0.32950526 0.51099549 0.20911945 0.30357383] [ 0.2790666 0.57527333 0.48840866 0.81296002 0.64979739] [ 0.51460788 0.49686048 0.59877976 0.69496127 0.43570524] [ 0.34254771 0.55595885 0.52654112 0.77705405 0.53886422] [ 0.21914396 0.70939506 0.4664893 0.73053975 0.45822207] [ 0.67855884 0.49752061 0.41359041 0.54893067 0.33808762] [ 0.10383758 0.60943467 0.44122141 0.8646205 0.50861593] [ 0.15639933 0.64357146 0.54441248 0.91467776 0.49352309] [ 0.61246933 0.41440719 0.54904503 0.26817425 0.47961313] [ 0.08081317 0.63422967 0.42027142 0.92117821 0.56897831] [ 0.27602353 0.66393503 0.47511698 0.81089781 0.55622635] [ 0.64719952 0.48101814 0.52154062 0.40630628 0.41939902] [ 0.56440915 0.37687351 0.58130907 0.27161555 0.53972622] [ 0.39407954 0.55193575 0.47039201 0.64853805 0.52015915] [ 0.68958577 0.33969281 0.52573239 0.31854123 0.49782301] [ 0.12095099 0.53231032 0.41134062 0.86633076 0.49143762] [ 0.3923611 0.61929401 0.40218833 0.62548821 0.35037062] [ 0.43460264 0.53191343 0.41586265 0.60578295 0.49369165] [ 0.63243436 0.36839109 0.62318312 0.57057784 0.39492981] [ 0.87274038 0.39910218 0.60771754 0.12948828 0.28633008] [ 0.74817975 0.51422638 0.53303958 0.47255712 0.39630016] [ 0.66890314 0.37303941 0.4781053 0.16261065 0.39236614] [ 0.18768983 0.62231555 0.4528792 0.7389525 0.40981772] [ 0.34961738 0.43589449 0.64790057 0.63387365 0.53277926] [ 0.30729669 0.61955396 0.43875133 0.65681948 0.58052313] [ 0.26422773 0.65113854 0.47061853 0.58951515 0.60548033] [ 0.38130607 0.53482815 0.50324185 0.6772685 0.48082388] [ 0.29259415 0.42199107 0.44141872 0.62233305 0.60398784] [ 0.37949868 0.54240477 0.46065244 0.5268021 0.45314569] [ 0.50801514 0.48748012 0.58709028 0.63719185 0.37032916] [ 0.3301997 0.57082347 0.53318424 0.85368611 0.56176305] [ 0.57917458 0.45698232 0.55917087 0.45654334 0.47379821] [ 0.81001123 0.37490241 0.58435684 0.17036206 0.45945606] [ 0.08136822 0.56514942 0.48650873 0.87605433 0.5132003 ] [ 0.77652419 0.45338068 0.57391655 0.37812131 0.36039446] [ 0.31878156 0.51346192 0.38825549 0.70683856 0.59196664] [ 0.45464717 0.39706967 0.43740811 0.82882409 0.45359025] [ 0.36444527 0.61134652 0.42755828 0.68005373 0.4369043 ] [ 0.18944948 0.6764797 0.38731281 0.70494414 0.43749113] [ 0.24531284 0.64964486 0.37256868 0.68159366 0.400762 ] [ 0.49315424 0.34246872 0.49408857 0.53190056 0.63074973] [ 0.71545031 0.28434543 0.59201174 0.20897499 0.39477116] [ 0.79545405 0.3962023 0.47644222 0.21587563 0.3356448 ] [ 0.75763987 0.53743054 0.49457186 0.42533102 0.33531071] [ 0.68345375 0.43271543 0.6190594 0.34400704 0.43961035] [ 0.27801485 0.65936222 0.51452787 0.78674906 0.58663298] [ 0.4203139 0.58618504 0.37448092 0.51461227 0.40477573] [ 0.41176224 0.6764361 0.32921097 0.6897308 0.45907279] [ 0.52995952 0.49705025 0.48799569 0.32180053 0.36339329] [ 0.47312363 0.35858352 0.66431688 0.54972153 0.48914029] Progress: 21.8% ... Training loss: 0.638 ... Validation loss: 1.108[ 0.51141665 0.35270486 0.45386177 0.66465509 0.39631405] [ 0.40282278 0.57858824 0.5779546 0.53919058 0.45588238] [ 0.17577909 0.54703473 0.40122202 0.91558072 0.47131068] [ 0.62482838 0.41509009 0.66427121 0.42800502 0.45411149] [ 0.35749402 0.67221057 0.4437556 0.7029597 0.4724156 ] [ 0.38970912 0.47114957 0.50995238 0.59793084 0.53192025] [ 0.18400898 0.69952357 0.40886286 0.87182331 0.5206744 ] [ 0.61910645 0.593896 0.43135365 0.60513402 0.33166531] [ 0.26908165 0.42834816 0.44375169 0.83838675 0.44046655] [ 0.59555973 0.58138837 0.42625466 0.46312919 0.36669364] [ 0.09356427 0.62713046 0.51616792 0.91625691 0.68113855] [ 0.29934597 0.45518935 0.56983223 0.80097356 0.5188508 ] [ 0.76551122 0.30575947 0.47873342 0.29686613 0.45590298] [ 0.3983845 0.49774945 0.48311095 0.59699943 0.65682933] [ 0.60553597 0.58295006 0.53061471 0.48842957 0.42837921] [ 0.30301537 0.4777655 0.47738667 0.86359958 0.43887885] [ 0.80022377 0.46264709 0.3642719 0.31497768 0.32962789] [ 0.61913162 0.46058631 0.50408887 0.28379223 0.2861799 ] [ 0.67285396 0.4211342 0.39784723 0.34180168 0.30411246] [ 0.29064571 0.71808138 0.46970443 0.85436574 0.59572485] [ 0.82023957 0.40099534 0.48463159 0.32728219 0.44335217] [ 0.19930541 0.72298033 0.29965094 0.89040441 0.44267304] [ 0.46355346 0.54572756 0.55933986 0.68242019 0.50905556] [ 0.08472936 0.55010885 0.35756879 0.94666578 0.45746625] [ 0.71350225 0.47546756 0.42409638 0.1771852 0.32909143] [ 0.57610279 0.5956163 0.4400947 0.68202925 0.3381896 ] [ 0.43598399 0.45574652 0.63398204 0.61077887 0.46262818] [ 0.52728258 0.4481842 0.60460354 0.58713245 0.43992135] [ 0.41024373 0.49912313 0.63165404 0.79239956 0.40162487] [ 0.64136101 0.36395501 0.63333539 0.43321146 0.44674268] [ 0.85808699 0.4403989 0.43393158 0.14572714 0.23866472] [ 0.21637424 0.63923795 0.51080517 0.87344852 0.61020647] [ 0.53977017 0.55870816 0.47218096 0.62008574 0.34441528] [ 0.58907556 0.52761433 0.44915767 0.50644128 0.47718994] [ 0.34936045 0.51086333 0.64978545 0.85158117 0.43646675] [ 0.17605795 0.55908949 0.41272546 0.88974446 0.52227066] [ 0.23851872 0.52948923 0.43507259 0.80791666 0.37075593] [ 0.88996008 0.27975304 0.60871191 0.16468621 0.37389384] [ 0.27708059 0.66851548 0.42613214 0.77139843 0.46568157] [ 0.66625766 0.65418437 0.46585793 0.52964997 0.55880078] [ 0.65551564 0.44342816 0.52169106 0.45419635 0.36079164] [ 0.85492368 0.36154996 0.64725621 0.24164231 0.43013721] [ 0.33407765 0.58407365 0.37934056 0.8445775 0.61854398] [ 0.42676898 0.66482099 0.40245186 0.79193863 0.51957652] [ 0.33177497 0.51601809 0.54242678 0.82432302 0.42983567] [ 0.64229282 0.46515577 0.47227523 0.54503131 0.34804318] [ 0.85852515 0.31742884 0.4565282 0.10457722 0.31465047] [ 0.43282034 0.63504561 0.42969938 0.74451859 0.43655226] [ 0.65468357 0.3684212 0.52145598 0.30168687 0.39296985] [ 0.67665022 0.34595729 0.53669656 0.55127413 0.39380535] [ 0.12176948 0.53642372 0.36776595 0.93611298 0.53085632] [ 0.41317142 0.52101115 0.61058661 0.65281468 0.35845535] [ 0.71638544 0.5611656 0.59707006 0.51996779 0.39327001] [ 0.798154 0.41372499 0.45743443 0.26889351 0.28341064] [ 0.57175744 0.41287133 0.51826805 0.45754969 0.4014518 ] [ 0.37046907 0.59227799 0.61165396 0.66360489 0.54976305] [ 0.66703299 0.48964102 0.43098293 0.52292361 0.36511382] [ 0.53989111 0.44086114 0.35235782 0.44654135 0.42968271] [ 0.42994076 0.72816882 0.36941605 0.63432631 0.4713776 ] [ 0.55286369 0.3357892 0.65278749 0.59404858 0.36854794] [ 0.84897705 0.35868744 0.45168997 0.15120404 0.2943654 ] [ 0.42022994 0.46222955 0.61129428 0.67390819 0.34053637] [ 0.37990743 0.55734923 0.50471616 0.46103549 0.52996104] [ 0.61080468 0.56754547 0.47553337 0.54280022 0.31097049] [ 0.29304663 0.44049365 0.38953887 0.69928129 0.5589606 ] [ 0.13398796 0.55447331 0.53250251 0.89804896 0.6935667 ] [ 0.85407711 0.50422391 0.49485906 0.33513853 0.37452494] [ 0.44593681 0.56445919 0.60129476 0.64760964 0.57555588] [ 0.90847513 0.3389047 0.61637789 0.12585905 0.366864 ] [ 0.35274636 0.69154122 0.40239396 0.82589051 0.49975606] [ 0.74322262 0.51515464 0.60050649 0.4096081 0.37586348] [ 0.4760889 0.67885446 0.49999252 0.52948833 0.53707361] [ 0.22037469 0.66186603 0.51358311 0.69721721 0.52650811] [ 0.70546448 0.47605286 0.61889483 0.41262881 0.38211083] [ 0.71674879 0.47462015 0.54027959 0.21462076 0.54754934] [ 0.7401666 0.26933159 0.63103645 0.25830119 0.35292724] [ 0.48386966 0.51019477 0.57258849 0.40060443 0.59762853] [ 0.3752087 0.58921557 0.40567829 0.59876328 0.38686651] [ 0.57296606 0.53193484 0.40035032 0.55391155 0.49201771] [ 0.05155494 0.54960273 0.48996507 0.94994602 0.63380976] [ 0.71274232 0.34594658 0.45457755 0.58300527 0.42190613] [ 0.4843786 0.51955253 0.52222501 0.51978944 0.41247109] [ 0.40696721 0.62260717 0.59340516 0.70632103 0.50388775] [ 0.57813699 0.61536992 0.53639004 0.60915623 0.37274204] [ 0.6642688 0.54566306 0.52384841 0.5165065 0.4406614 ] [ 0.41482256 0.45973882 0.52382233 0.74528043 0.38225219] [ 0.78777559 0.40392651 0.55314933 0.23823777 0.39016967] [ 0.65002121 0.36362271 0.58156333 0.67829454 0.41963088] [ 0.60040265 0.35042053 0.57389653 0.3908246 0.44770576] [ 0.62051484 0.46577356 0.47559296 0.32678674 0.34616357] [ 0.67229351 0.55532919 0.50577048 0.44303396 0.46107366] [ 0.22542827 0.64691063 0.5006002 0.75261434 0.49063827] [ 0.17303297 0.66719197 0.38997369 0.789823 0.4848603 ] [ 0.37556053 0.45413613 0.55382265 0.60969652 0.41380133] [ 0.24221141 0.53932148 0.43839086 0.71889265 0.65892673] [ 0.12735581 0.55805576 0.59157765 0.79456889 0.63178325] [ 0.40293376 0.56325068 0.53550866 0.71538231 0.49784445] [ 0.37824211 0.47780917 0.51857607 0.54557841 0.51424895] [ 0.41226092 0.43661099 0.48712461 0.63360512 0.39313151] [ 0.31367594 0.48710951 0.40481966 0.78499323 0.45551165] [ 0.27347663 0.43526131 0.46026351 0.84973211 0.5044668 ] [ 0.66373172 0.46195035 0.3350549 0.62300688 0.36826769] [ 0.10338739 0.50944158 0.51365525 0.88040098 0.63405893] [ 0.4142407 0.4312734 0.6434933 0.66536534 0.38497448] [ 0.5661401 0.55602148 0.48245297 0.60221645 0.34709812] [ 0.61676844 0.54166347 0.49520473 0.29403107 0.54565707] [ 0.34451728 0.50922998 0.62624689 0.50923071 0.47495925] [ 0.31010601 0.53941004 0.42353666 0.68401475 0.57722161] [ 0.39338138 0.57268538 0.52419425 0.78515618 0.51113376] [ 0.33650133 0.63553532 0.37869036 0.86834214 0.58471174] [ 0.16654923 0.51422061 0.53317054 0.6298996 0.61959091] [ 0.62220066 0.61363131 0.42893368 0.52888441 0.39717881] [ 0.60752482 0.48371714 0.56686297 0.6608774 0.39885471] [ 0.32923915 0.47073766 0.48633331 0.58553297 0.56719714] [ 0.53804032 0.47156976 0.47912975 0.60485398 0.36943337] [ 0.70987516 0.42629098 0.38892169 0.29162406 0.33355684] [ 0.46412311 0.49183674 0.4159322 0.3581853 0.44248784] [ 0.25437859 0.54232879 0.45181488 0.87652593 0.47467237] [ 0.5103416 0.553672 0.32233987 0.67911849 0.33898259] [ 0.5799082 0.37885663 0.38997297 0.5007069 0.44113521] [ 0.2651117 0.60290094 0.53393679 0.840191 0.49858231] [ 0.08574506 0.59561908 0.50512941 0.83080877 0.55329649] [ 0.6641507 0.5024885 0.50921357 0.30313664 0.42716829] [ 0.49489672 0.56060464 0.34191287 0.56335823 0.41429689] [ 0.70791473 0.34127726 0.53356412 0.22383536 0.39020738] [ 0.34634478 0.59067277 0.63459757 0.7266484 0.60090672] [ 0.76518289 0.35122704 0.47416986 0.44831327 0.46519252] [ 0.35270681 0.47846141 0.52354086 0.72710845 0.4314527 ] Progress: 21.8% ... Training loss: 0.638 ... Validation loss: 1.111[ 0.38343629 0.51300925 0.56812271 0.84541134 0.52741415] [ 0.66380423 0.53018551 0.44790646 0.5283381 0.35309547] [ 0.83236169 0.30376226 0.41634946 0.25149892 0.28448369] [ 0.70786793 0.47222108 0.49443985 0.39063769 0.36748942] [ 0.53129246 0.41251072 0.51412316 0.48232323 0.47355732] [ 0.58691294 0.43340612 0.50741537 0.45465216 0.3426243 ] [ 0.6792313 0.32903733 0.47944796 0.34985161 0.45854293] [ 0.66255571 0.35097113 0.54065474 0.15024462 0.47441374] [ 0.37594376 0.61115635 0.40689619 0.58088398 0.56417461] [ 0.23750669 0.64105915 0.30584043 0.78874866 0.51854005] [ 0.52547882 0.64590261 0.46754321 0.55248048 0.41085447] [ 0.80702429 0.42665817 0.6237366 0.17560651 0.46134835] [ 0.46997745 0.45427897 0.44092425 0.55524276 0.48873442] [ 0.63902873 0.52019181 0.57897149 0.44342301 0.54109501] [ 0.5147087 0.44986296 0.49495757 0.50275506 0.44599357] [ 0.34616797 0.58705809 0.43002931 0.4750795 0.53828102] [ 0.59576933 0.40211721 0.57654944 0.51738379 0.37553803] [ 0.32323543 0.62359846 0.38939317 0.73460256 0.39497906] [ 0.42517524 0.45669928 0.51573798 0.5845709 0.38486494] [ 0.54383772 0.54342077 0.52555655 0.45313896 0.4805534 ] [ 0.64731641 0.5345398 0.47567982 0.44330938 0.40755268] [ 0.46649326 0.53875012 0.56684434 0.47406285 0.38444583] [ 0.59856675 0.49864999 0.35244008 0.3916174 0.33794982] [ 0.1426062 0.46300841 0.40330281 0.86925309 0.55726335] [ 0.86058944 0.31195079 0.64238157 0.23870365 0.37063389] [ 0.61350946 0.49160164 0.42606199 0.46706999 0.33999004] [ 0.65195514 0.35268822 0.47176008 0.27886888 0.42065987] [ 0.77146183 0.40189893 0.40474324 0.28674532 0.37043989] [ 0.71404542 0.4627448 0.59572508 0.20498271 0.52540173] [ 0.74581085 0.37829832 0.6073682 0.34967726 0.42156291] [ 0.18978228 0.69578476 0.41146612 0.83585817 0.55786604] [ 0.30111352 0.48972612 0.47478296 0.90068244 0.54895707] [ 0.48379231 0.54010837 0.57013519 0.62935109 0.49127663] [ 0.37019338 0.57408837 0.53233182 0.65474257 0.42664966] [ 0.20470267 0.61925148 0.39911273 0.88240743 0.53108774] [ 0.80311684 0.51929693 0.41184142 0.26300145 0.38063549] [ 0.56122144 0.43353991 0.50743955 0.58620402 0.62417803] [ 0.5576565 0.53241018 0.50154744 0.57959971 0.36084168] [ 0.35330814 0.60423215 0.35022908 0.54177551 0.53998515] [ 0.40591317 0.3795728 0.44872234 0.70422515 0.44023466] [ 0.27255454 0.47423421 0.45455747 0.61932908 0.61170601] [ 0.41849113 0.44575382 0.54717617 0.65439708 0.39529357] [ 0.50003433 0.64956796 0.47210397 0.69541474 0.41834645] [ 0.10631809 0.63764911 0.41230942 0.91885464 0.51087806] [ 0.87568249 0.32462238 0.54041668 0.18181319 0.41836152] [ 0.79864634 0.413464 0.45753691 0.26853879 0.28332067] [ 0.70562059 0.46163353 0.40707778 0.51254446 0.33014852] [ 0.46176464 0.57021244 0.5336136 0.64733192 0.31777907] [ 0.61023599 0.40002376 0.37801351 0.52189091 0.51489098] [ 0.51164928 0.4860588 0.52382249 0.76587159 0.41332918] [ 0.47699569 0.46166802 0.51940903 0.60562662 0.29562838] [ 0.09846168 0.60837404 0.48291646 0.85300046 0.54436097] [ 0.35074611 0.50313563 0.3391061 0.71896041 0.38937328] [ 0.32152418 0.49326027 0.61224562 0.69932121 0.45137424] [ 0.72108274 0.58430763 0.58614176 0.23315799 0.51753747] [ 0.76534896 0.43899332 0.48406598 0.28959879 0.29996834] [ 0.51356314 0.44297063 0.4211257 0.41394011 0.42814173] [ 0.05554059 0.62175648 0.38222058 0.90713139 0.55118672] [ 0.8829393 0.44896556 0.58372075 0.12978952 0.33153085] [ 0.55725117 0.47045331 0.46315082 0.5370214 0.33473109] [ 0.36673986 0.37280702 0.48555399 0.77280281 0.40391452] [ 0.49766136 0.46266091 0.56325195 0.47301657 0.53569287] [ 0.15970827 0.77346528 0.29335127 0.8315388 0.49697736] [ 0.77790765 0.43753382 0.43250517 0.38998241 0.3531776 ] [ 0.27969259 0.69178903 0.4335084 0.74502731 0.48965578] [ 0.62004336 0.46246031 0.42041998 0.39353814 0.45072175] [ 0.16527307 0.57080301 0.4297112 0.87194025 0.42422033] [ 0.8645973 0.34870151 0.51957253 0.29726998 0.3557194 ] [ 0.42766909 0.4946098 0.5398408 0.49803932 0.53375187] [ 0.65395068 0.41777781 0.47842733 0.44448332 0.49378744] [ 0.60049991 0.5497097 0.42190872 0.50525651 0.35856968] [ 0.74723242 0.41495111 0.44936681 0.36031109 0.34535598] [ 0.71154854 0.3440904 0.51472464 0.37011539 0.41542282] [ 0.40372159 0.56314518 0.53555504 0.71495403 0.49780768] [ 0.76239829 0.44999967 0.39307751 0.442513 0.54347672] [ 0.90307704 0.36539039 0.49038132 0.1612876 0.27837115] [ 0.88420306 0.39921447 0.51320106 0.32063727 0.41611471] [ 0.89542076 0.318145 0.49830335 0.1005998 0.27540243] [ 0.2883416 0.50858329 0.44074067 0.55628209 0.55145429] [ 0.76982356 0.25262364 0.62657307 0.18718193 0.43752016] [ 0.75172356 0.50127108 0.44317217 0.15410453 0.33132256] [ 0.79702283 0.40882778 0.56855113 0.19227218 0.31768443] [ 0.74590687 0.44010461 0.5006666 0.31958854 0.39554649] [ 0.23392356 0.67324822 0.4866273 0.73532413 0.55764988] [ 0.232955 0.56626617 0.60121763 0.71834872 0.59340248] [ 0.1895175 0.53387084 0.5972465 0.78692599 0.50613021] [ 0.40544738 0.60022938 0.44954755 0.73979592 0.3258385 ] [ 0.41226036 0.53973148 0.54484193 0.79790856 0.50742991] [ 0.24191951 0.53961832 0.43827694 0.71903063 0.65902999] [ 0.87403775 0.376722 0.56140149 0.25184734 0.42188295] [ 0.66964839 0.3990876 0.47728949 0.24248834 0.49336391] [ 0.79523553 0.33292934 0.48258581 0.22593649 0.32218103] [ 0.57031047 0.4416398 0.39591205 0.46907391 0.36198281] [ 0.38300175 0.58279508 0.46627347 0.59560336 0.65896337] [ 0.67905098 0.45467174 0.42990911 0.57770898 0.34061343] [ 0.52945416 0.53075528 0.44125275 0.55986282 0.4556015 ] [ 0.82355064 0.46578444 0.50429023 0.23771822 0.43289327] [ 0.61045716 0.41093019 0.46846017 0.38752097 0.380016 ] [ 0.34762304 0.57806473 0.38679105 0.81074091 0.51774512] [ 0.54763499 0.50844327 0.50152441 0.42435009 0.42810533] [ 0.53185625 0.50283247 0.51033298 0.39096445 0.47950098] [ 0.3850186 0.54649062 0.39494165 0.67947735 0.34888989] [ 0.69853739 0.34495014 0.55579579 0.28527796 0.46290984] [ 0.7939213 0.54225222 0.41610075 0.48134454 0.3880438 ] [ 0.59617636 0.52703545 0.57173122 0.50227196 0.45159986] [ 0.5579001 0.53497771 0.45508944 0.39395952 0.54053607] [ 0.20703102 0.57335409 0.44186092 0.85177347 0.51675058] [ 0.18827715 0.62233769 0.45287101 0.73850622 0.40982875] [ 0.48815589 0.42101468 0.39157594 0.60442362 0.41115589] [ 0.59611701 0.4583179 0.50662024 0.4415721 0.44046478] [ 0.80749736 0.37240537 0.50593649 0.2655235 0.44647152] [ 0.74482175 0.47673454 0.53428311 0.37379989 0.41196853] [ 0.67376325 0.56392804 0.43225653 0.44452381 0.39738897] [ 0.57138467 0.58104969 0.44119139 0.47643413 0.31757153] [ 0.30651573 0.50463879 0.47014427 0.87175175 0.4926991 ] [ 0.51362569 0.49222736 0.54109739 0.72736779 0.41234695] [ 0.6662808 0.40944461 0.57886769 0.28643475 0.41116417] [ 0.66265661 0.40206466 0.55217473 0.44230365 0.4218596 ] [ 0.41460488 0.35300326 0.40800858 0.60360822 0.42268031] [ 0.53200015 0.61502416 0.32816097 0.74433162 0.34813798] [ 0.69353034 0.42240355 0.5890234 0.41560186 0.42927097] [ 0.62952375 0.39201115 0.57752792 0.68247848 0.41643065] [ 0.08485977 0.55041636 0.35746671 0.94659065 0.4575923 ] [ 0.36738664 0.70358214 0.55204731 0.65334328 0.60685966] [ 0.56999134 0.45366589 0.45625822 0.48411932 0.5148381 ] [ 0.43232307 0.52981528 0.63723575 0.46154078 0.57174793] [ 0.52254301 0.51648477 0.41967878 0.58731659 0.45406031] [ 0.20622959 0.66452777 0.36829785 0.85391884 0.52896693] Progress: 21.9% ... Training loss: 0.638 ... Validation loss: 1.112[ 0.64365887 0.47280558 0.39583974 0.52860915 0.38189177] [ 0.62259746 0.56177331 0.43312671 0.37266239 0.41226554] [ 0.23136771 0.46347308 0.6287359 0.72176105 0.61724347] [ 0.40248917 0.48697785 0.59325756 0.73674197 0.51432728] [ 0.40484048 0.48751809 0.605451 0.71674051 0.50922867] [ 0.3971868 0.46655014 0.45286923 0.46302478 0.40196626] [ 0.61344793 0.27223131 0.54724348 0.35037211 0.47637952] [ 0.30049187 0.48730395 0.45496643 0.63277849 0.49385282] [ 0.26507714 0.4763975 0.57832082 0.79124523 0.35647152] [ 0.45840671 0.62642173 0.45522541 0.53349484 0.64655748] [ 0.31680599 0.74012764 0.33058447 0.83645157 0.46591544] [ 0.15473359 0.6064774 0.54752913 0.85028959 0.55189401] [ 0.86822712 0.39744119 0.52625209 0.17372097 0.23284587] [ 0.37974736 0.49907636 0.49037953 0.79872752 0.37791525] [ 0.52532656 0.50341496 0.46982654 0.37628621 0.40761443] [ 0.47282886 0.53089391 0.47885772 0.542195 0.36886078] [ 0.65970818 0.50258214 0.37827237 0.45086095 0.34953311] [ 0.60716727 0.57564155 0.4799999 0.31232516 0.49969988] [ 0.34985415 0.48891719 0.40066065 0.69322199 0.37423397] [ 0.15967343 0.60920382 0.35145335 0.83727669 0.4871528 ] [ 0.56648848 0.45587202 0.37617217 0.37290423 0.38207982] [ 0.77034752 0.52007966 0.49898733 0.44444346 0.46390542] [ 0.0857688 0.48900353 0.46778114 0.84926369 0.57145419] [ 0.59345785 0.40885214 0.45712867 0.49408415 0.50680088] [ 0.35639375 0.53923481 0.27727502 0.64900751 0.48814015] [ 0.19584763 0.5516623 0.51419813 0.84483604 0.54929071] [ 0.75892211 0.45392398 0.39290183 0.33211147 0.29519303] [ 0.1330622 0.43315472 0.50782406 0.83345059 0.61916386] [ 0.22579885 0.47481089 0.55251693 0.80858559 0.55091794] [ 0.72031587 0.48563334 0.39704258 0.47722132 0.32390656] [ 0.46546893 0.34116712 0.52786076 0.64535312 0.41772519] [ 0.35515831 0.4291413 0.58201676 0.6679923 0.42204929] [ 0.6265955 0.59620736 0.46950373 0.56396076 0.36503408] [ 0.2470449 0.52947158 0.44002571 0.68891796 0.36817755] [ 0.7179427 0.5090408 0.46377854 0.43939523 0.32316372] [ 0.16708567 0.68835059 0.33798448 0.8345835 0.45381348] [ 0.62001399 0.52549552 0.43138266 0.34406908 0.40921877] [ 0.30069527 0.62634406 0.49574306 0.79899135 0.44333887] [ 0.19911894 0.66345282 0.40484636 0.77761347 0.41444109] [ 0.29510466 0.46994371 0.44089737 0.70195617 0.58280433] [ 0.47437331 0.48033266 0.48253431 0.5499712 0.56636964] [ 0.54261088 0.57239161 0.36013026 0.40893192 0.32076954] [ 0.18223846 0.58992211 0.5515335 0.80218397 0.63236316] [ 0.47855571 0.44127034 0.55947395 0.64041922 0.45199578] [ 0.76957788 0.28827118 0.55786614 0.27976412 0.4724022 ] [ 0.7910868 0.42576394 0.46427811 0.2969923 0.40285486] [ 0.62583151 0.41181846 0.47911115 0.30454016 0.41505799] [ 0.39251313 0.48443879 0.6160231 0.68405929 0.51509866] [ 0.45648357 0.55909826 0.64517242 0.48603756 0.50441609] [ 0.21210023 0.65036802 0.42338032 0.75406404 0.45059814] [ 0.54181601 0.41260207 0.59079695 0.63269339 0.3616284 ] [ 0.73734572 0.52997127 0.55514987 0.426258 0.54442689] [ 0.50575422 0.45262543 0.56114146 0.41064811 0.43749844] [ 0.71857334 0.32528585 0.59568566 0.2135014 0.36071675] [ 0.14642625 0.62018188 0.31478205 0.95168863 0.45865293] [ 0.18410556 0.62758833 0.3065165 0.71625591 0.49548937] [ 0.44817306 0.5637057 0.60159112 0.64636414 0.57528064] [ 0.67936649 0.39791654 0.66184789 0.39083732 0.52186632] [ 0.60780699 0.49135534 0.56289984 0.44134475 0.61337037] [ 0.44775211 0.60931442 0.41928866 0.75326766 0.51677232] [ 0.80692708 0.3581205 0.46110407 0.29200112 0.42684535] [ 0.54175097 0.6822264 0.41864945 0.59321996 0.44953036] [ 0.58244287 0.51781497 0.49567789 0.45812272 0.55438038] [ 0.73640691 0.41705245 0.49377747 0.23605924 0.43298946] [ 0.48585046 0.51995621 0.51447316 0.72312527 0.31327568] [ 0.14567751 0.59318737 0.50705096 0.80735601 0.68862484] [ 0.81619442 0.42027665 0.43816777 0.25106978 0.32702666] [ 0.35869911 0.63975969 0.36913678 0.68872611 0.50327126] [ 0.51915933 0.31706523 0.60270116 0.35383487 0.42090588] [ 0.0928048 0.50805841 0.44432762 0.91383639 0.64340066] [ 0.40305582 0.51549133 0.40556441 0.8304362 0.39550029] [ 0.81813102 0.54086138 0.40686202 0.31427882 0.29196425] [ 0.59035631 0.55886287 0.51357722 0.48012567 0.46687784] [ 0.68216591 0.66276358 0.45247045 0.60667384 0.45855966] [ 0.449206 0.50568548 0.37935722 0.88934057 0.46299364] [ 0.73106278 0.44271179 0.50902531 0.1857294 0.4459548 ] [ 0.4648164 0.46536514 0.5314585 0.74539118 0.47094783] [ 0.21845415 0.65044119 0.38282838 0.68593329 0.50718579] [ 0.82595855 0.35083565 0.51250052 0.3670606 0.50533383] [ 0.30869372 0.55404049 0.52934626 0.79694077 0.36801609] [ 0.73236165 0.28227451 0.43293271 0.22315942 0.46127717] [ 0.50942496 0.57195009 0.50054497 0.61489433 0.50042194] [ 0.86318269 0.37723925 0.63704068 0.23623554 0.4212085 ] [ 0.7909068 0.4948672 0.55490566 0.37694033 0.4074965 ] [ 0.36135947 0.66062298 0.44700255 0.66448929 0.3727289 ] [ 0.5732315 0.4630729 0.53126256 0.42400904 0.40861714] [ 0.51664513 0.46816489 0.57917107 0.67099063 0.42527906] [ 0.76049111 0.47249481 0.49783372 0.54279255 0.40753202] [ 0.29629849 0.48439917 0.52349989 0.5953893 0.58952152] [ 0.07993837 0.59439733 0.44507379 0.87695283 0.55591901] [ 0.58707602 0.40513218 0.60062553 0.41948122 0.43950237] [ 0.18591549 0.58718036 0.4919623 0.87822548 0.49042799] [ 0.5370116 0.56216935 0.57735937 0.53819905 0.45957389] [ 0.59166877 0.44916339 0.56727786 0.59506271 0.42874199] [ 0.55630089 0.48661531 0.35847959 0.4589019 0.35564459] [ 0.53576688 0.30980776 0.55257863 0.74347107 0.42593496] [ 0.54850214 0.50815305 0.50163428 0.42389271 0.42800391] [ 0.63111626 0.45929656 0.40015981 0.49134328 0.33936844] [ 0.14619276 0.47363804 0.41970867 0.85382654 0.45862783] [ 0.16145044 0.644949 0.40290057 0.70021367 0.52833061] [ 0.36547163 0.56476588 0.57828708 0.57427434 0.53090379] [ 0.56640754 0.37419648 0.43455072 0.52806197 0.35641423] [ 0.82044204 0.3784573 0.55313528 0.21850096 0.46109451] [ 0.59382752 0.44781084 0.43614957 0.45496893 0.38917791] [ 0.50427009 0.40519589 0.50563383 0.55710092 0.5313088 ] [ 0.60109336 0.44312852 0.56573092 0.7146434 0.42099621] [ 0.4680503 0.57665705 0.44089975 0.68679831 0.41203958] [ 0.59992706 0.45703987 0.54509406 0.4013244 0.33311639] [ 0.29139786 0.59770238 0.5803107 0.8045697 0.48072463] [ 0.43424221 0.6224771 0.40718003 0.63212452 0.41521344] [ 0.46766335 0.36876751 0.41491166 0.63767888 0.39855977] [ 0.82220475 0.31223373 0.53729958 0.25533376 0.47680131] [ 0.47314163 0.43139103 0.44933917 0.46985877 0.5033561 ] [ 0.17180106 0.50825291 0.43904434 0.86053716 0.59865125] [ 0.47968922 0.50219684 0.4195219 0.55700628 0.39416438] [ 0.82691 0.46531385 0.51746751 0.28043169 0.43228756] [ 0.49624212 0.39698319 0.64720107 0.58786686 0.31526664] [ 0.81489819 0.4811229 0.57481274 0.2576923 0.48444737] [ 0.73788935 0.45723646 0.43097753 0.29480765 0.41982456] [ 0.18223846 0.58992211 0.5515335 0.80218397 0.63236316] [ 0.34023951 0.58161944 0.56968309 0.60244779 0.48526449] [ 0.45790525 0.39634977 0.55711531 0.40024902 0.47830978] [ 0.30073611 0.60810748 0.37855471 0.63631851 0.41472091] [ 0.20409035 0.43205353 0.49380435 0.72484779 0.45917859] [ 0.90436213 0.5243725 0.4631468 0.27345852 0.3385312 ] [ 0.79707404 0.50039446 0.54399641 0.18917819 0.43723104] [ 0.78279276 0.40928861 0.5827907 0.16230674 0.49814707] [ 0.54559002 0.35280825 0.494795 0.46708048 0.4663279 ] Progress: 21.9% ... Training loss: 0.637 ... Validation loss: 1.110[ 0.41926845 0.61923977 0.39502456 0.6660552 0.36164985] [ 0.23811723 0.49202758 0.4575872 0.80016795 0.44767692] [ 0.80986248 0.36321957 0.52684085 0.33118361 0.45564216] [ 0.59887265 0.47921517 0.43972269 0.5876862 0.47541861] [ 0.68268707 0.50177387 0.48393921 0.53107735 0.40757195] [ 0.74008309 0.34198816 0.58595001 0.42827054 0.32978865] [ 0.80794378 0.24976369 0.5524333 0.15668558 0.38240963] [ 0.60619405 0.36316901 0.50539262 0.6608149 0.30741721] [ 0.06672866 0.68070158 0.40615029 0.94682806 0.63137377] [ 0.7899954 0.35597884 0.6467668 0.21914684 0.50074375] [ 0.61476698 0.37378001 0.61899863 0.35457244 0.36227508] [ 0.38962702 0.43911252 0.4872949 0.47966794 0.42002056] [ 0.64432424 0.54408105 0.69719047 0.35257957 0.43113762] [ 0.7267953 0.61251945 0.55487895 0.48775734 0.38180533] [ 0.50424498 0.54597016 0.30415402 0.65140278 0.50339074] [ 0.29873176 0.62597985 0.45837556 0.688033 0.4369994 ] [ 0.75908661 0.53674624 0.49482869 0.42421411 0.33507226] [ 0.74523958 0.37947096 0.48156473 0.29148818 0.27007602] [ 0.50590333 0.52441552 0.55839282 0.53304544 0.36463782] [ 0.44418445 0.42288197 0.64882515 0.32726898 0.53770782] [ 0.69700094 0.46995597 0.60115602 0.27614654 0.47495393] [ 0.26203032 0.58322734 0.53487239 0.69564735 0.51773831] [ 0.49947714 0.59996922 0.51331733 0.54595095 0.48810126] [ 0.72532923 0.40739988 0.51271143 0.29911607 0.55461282] [ 0.13073675 0.54151885 0.57245336 0.82342208 0.63325789] [ 0.11349548 0.51905176 0.46767344 0.92077073 0.53330249] [ 0.61905476 0.58261694 0.32282804 0.59880068 0.53682744] [ 0.07169221 0.5191163 0.36996944 0.90124407 0.52429147] [ 0.06070512 0.52800578 0.51311854 0.9166256 0.63401825] [ 0.52947332 0.54912958 0.37284842 0.59792146 0.36688253] [ 0.38411329 0.65982668 0.33447338 0.5726816 0.41018262] [ 0.44517158 0.50199737 0.56390958 0.46781583 0.52814246] [ 0.56915754 0.58314436 0.45010848 0.58533432 0.43923155] [ 0.60273513 0.395123 0.43311865 0.4751932 0.50624157] [ 0.48568889 0.4267744 0.37518256 0.48268973 0.36713236] [ 0.79740608 0.41904039 0.56524095 0.31840866 0.45438508] [ 0.89526419 0.48296085 0.5074127 0.15063596 0.35210455] [ 0.60772102 0.63209999 0.41129685 0.46187804 0.30930736] [ 0.34093223 0.5858498 0.40276206 0.79869248 0.36990622] [ 0.45962983 0.45918277 0.42795298 0.50154734 0.38390597] [ 0.64438031 0.41429697 0.56381367 0.44275425 0.44909548] [ 0.21694528 0.46486282 0.45799279 0.80874514 0.44434931] [ 0.51900488 0.52386844 0.44448392 0.48402066 0.32690088] [ 0.72283301 0.58200838 0.46820121 0.43089348 0.36906388] [ 0.13708379 0.57732205 0.34650586 0.8896539 0.58562339] [ 0.47960179 0.38339817 0.51383303 0.37033091 0.71683115] [ 0.4662397 0.4494585 0.53137022 0.65393405 0.47086062] [ 0.68718113 0.44852818 0.62782557 0.3252808 0.32971042] [ 0.4536762 0.5854939 0.46760191 0.7129765 0.46054207] [ 0.83065039 0.3896839 0.48051309 0.26210106 0.33221095] [ 0.57545423 0.44563557 0.46277199 0.38344309 0.47759491] [ 0.22643957 0.48934257 0.47751954 0.81123185 0.41818401] [ 0.84232946 0.49478648 0.4977665 0.31833079 0.41141306] [ 0.88410395 0.39614281 0.58394987 0.09560423 0.33135603] [ 0.50665524 0.49120646 0.52203328 0.46049693 0.59288227] [ 0.25663972 0.60368934 0.38746494 0.74075244 0.41072203] [ 0.19997354 0.5770594 0.51962956 0.80896655 0.60025691] [ 0.5921936 0.4578489 0.53665525 0.43884872 0.54497684] [ 0.65930618 0.48699838 0.57780965 0.29528448 0.54558756] [ 0.20857999 0.4905606 0.44406211 0.84669684 0.57186205] [ 0.71416995 0.32094012 0.54709624 0.29505349 0.4350957 ] [ 0.62088936 0.25932593 0.56863138 0.23902374 0.5827678 ] [ 0.25962649 0.62908307 0.51013684 0.68804941 0.50697551] [ 0.48445745 0.54971934 0.51589264 0.52918593 0.62331972] [ 0.61354301 0.47878522 0.54267437 0.44688553 0.48069503] [ 0.4621945 0.40072999 0.41953299 0.44565583 0.39324274] [ 0.53993695 0.63157746 0.54705017 0.65499299 0.40992444] [ 0.47817114 0.61103755 0.31374196 0.60039638 0.40520549] [ 0.79743382 0.5026578 0.30273705 0.40233403 0.29864834] [ 0.44341944 0.49225723 0.50938561 0.72212484 0.39587498] [ 0.49624118 0.64937928 0.59837188 0.60543248 0.44369199] [ 0.32333388 0.53268455 0.55110563 0.70695542 0.58281272] [ 0.09685044 0.4994085 0.44484699 0.85102584 0.63152532] [ 0.44010652 0.58407891 0.3041033 0.76599057 0.51342322] [ 0.82153777 0.3491197 0.4530944 0.34829176 0.40778278] [ 0.54628725 0.35550866 0.53377821 0.67093195 0.42700681] [ 0.6518553 0.62237965 0.49340844 0.51719408 0.45248699] [ 0.435477 0.59809805 0.51342617 0.46914709 0.53305316] [ 0.29463106 0.54643266 0.43990953 0.8358326 0.49716521] [ 0.33679399 0.64906153 0.4264911 0.8423308 0.47898427] [ 0.30546338 0.47377186 0.47868171 0.79347404 0.48539905] [ 0.24084502 0.65299094 0.50842733 0.81695988 0.56039386] [ 0.33257609 0.57045859 0.53334498 0.85300022 0.56164724] [ 0.81572824 0.51997876 0.45123583 0.24495264 0.36763515] [ 0.58197771 0.53933603 0.59098808 0.51954431 0.36477144] [ 0.24651998 0.53000405 0.43981947 0.68940607 0.36837274] [ 0.21819796 0.65085859 0.38266031 0.68631215 0.50738115] [ 0.22539954 0.68547253 0.42172632 0.83926932 0.45252438] [ 0.30542695 0.54271416 0.51190025 0.85756607 0.45095757] [ 0.43810103 0.55695049 0.61779026 0.57529737 0.53331399] [ 0.75970782 0.40664755 0.41246581 0.3164625 0.36177028] [ 0.67218002 0.46280812 0.57135022 0.34831426 0.40719366] [ 0.66896331 0.46870155 0.58420111 0.39204886 0.46594035] [ 0.27889062 0.62425119 0.50067074 0.80608867 0.56873742] [ 0.63968733 0.3429737 0.46574347 0.34590227 0.46777729] [ 0.35874467 0.53323911 0.49800522 0.55818758 0.47603214] [ 0.49135881 0.69716628 0.33301746 0.76319997 0.38429551] [ 0.12880422 0.58539697 0.49154893 0.84344833 0.51868895] [ 0.61451646 0.37713563 0.5060154 0.35663637 0.35355846] [ 0.21180131 0.68601445 0.44009 0.72669527 0.57780187] [ 0.76738949 0.45544212 0.42512786 0.37931892 0.44174204] [ 0.26756192 0.53496216 0.52124337 0.87928041 0.4443133 ] [ 0.54658577 0.53211177 0.49051736 0.41322627 0.52389701] [ 0.50424498 0.54597016 0.30415402 0.65140278 0.50339074] [ 0.37119837 0.57393487 0.53239597 0.6543029 0.42661158] [ 0.5828158 0.36060531 0.62058786 0.54033752 0.34912499] [ 0.4501185 0.48675711 0.47139244 0.70652061 0.34645569] [ 0.50838441 0.53408761 0.56689935 0.56898694 0.44833131] [ 0.43489539 0.59915808 0.52357539 0.61014617 0.48722431] [ 0.67442831 0.44435831 0.50038559 0.17579252 0.37494759] [ 0.7275518 0.35757517 0.67216669 0.2567199 0.49703509] [ 0.57170014 0.45994398 0.49670039 0.56118585 0.34755324] [ 0.4474366 0.5982488 0.56459549 0.57700098 0.44427448] [ 0.479935 0.44342786 0.52674248 0.60168976 0.34781192] [ 0.72123951 0.32377084 0.66590903 0.28537998 0.42067639] [ 0.49436708 0.27264487 0.52163726 0.42217627 0.51303086] [ 0.51547929 0.59036325 0.53658739 0.42952532 0.35433947] [ 0.23099906 0.58842739 0.53248977 0.83160453 0.44578495] [ 0.37995614 0.57200692 0.37648875 0.5893512 0.48685217] [ 0.40626143 0.42209458 0.55469927 0.72450393 0.45019233] [ 0.67853212 0.46824632 0.57663978 0.54357002 0.45897018] [ 0.33752311 0.62397306 0.37702104 0.6931818 0.54221964] [ 0.72758569 0.47580586 0.50275135 0.32943402 0.32345513] [ 0.19820323 0.48208744 0.48047958 0.84610402 0.52916549] [ 0.4261193 0.43556263 0.40804424 0.62136953 0.38157023] [ 0.8799209 0.37739183 0.67633044 0.18675731 0.38702595] [ 0.57207165 0.50150397 0.41298313 0.32788841 0.42452047] [ 0.83146026 0.40559311 0.59954976 0.16131488 0.35622279] Progress: 21.9% ... Training loss: 0.637 ... Validation loss: 1.106[ 0.67578226 0.48285566 0.5982236 0.23737022 0.38693981] [ 0.87572941 0.57087726 0.3760128 0.38924169 0.27495123] [ 0.51329201 0.51312746 0.41144518 0.63493758 0.53815926] [ 0.49839373 0.56226251 0.50304676 0.56045735 0.43746227] [ 0.51414724 0.54974754 0.55256835 0.26094197 0.43573378] [ 0.1013751 0.59558223 0.52613009 0.92170674 0.54664206] [ 0.90197243 0.28928956 0.61538304 0.10377732 0.3311345 ] [ 0.46137236 0.52170278 0.42970564 0.67697157 0.33888787] [ 0.74348319 0.4809113 0.46516037 0.24650796 0.3747624 ] [ 0.62397495 0.51383432 0.50032059 0.43451008 0.38922119] [ 0.35588065 0.45567831 0.47183668 0.80864613 0.51338133] [ 0.89286705 0.30873068 0.6067117 0.16441846 0.38188252] [ 0.52563893 0.43130542 0.52582312 0.49544889 0.3962776 ] [ 0.84629347 0.4025597 0.4063367 0.32430053 0.35810687] [ 0.75590812 0.41305408 0.66160705 0.35236297 0.43899341] [ 0.18414305 0.54082117 0.56231574 0.82345431 0.57028483] [ 0.39075751 0.48601814 0.54507344 0.65474463 0.44784561] [ 0.51413245 0.44466707 0.37465745 0.410914 0.44422319] [ 0.47713792 0.63178826 0.3927323 0.66864332 0.48722299] [ 0.80745285 0.44092538 0.45358901 0.17381326 0.2260434 ] [ 0.48553472 0.53051416 0.40843352 0.63610743 0.48328195] [ 0.44386004 0.56994122 0.46914263 0.60037021 0.44449092] [ 0.53676236 0.64886243 0.30917864 0.49475225 0.41951963] [ 0.69339556 0.54855432 0.45063005 0.49309659 0.35022734] [ 0.7431699 0.49203808 0.42819313 0.33932375 0.35999692] [ 0.16744061 0.56730539 0.48144303 0.79996069 0.55821809] [ 0.5869098 0.46214452 0.44057998 0.46095271 0.41694248] [ 0.78252362 0.41828965 0.7228646 0.17978204 0.45758497] [ 0.10778716 0.44835045 0.44690728 0.85422677 0.61059493] [ 0.49481535 0.44614471 0.60789405 0.33559222 0.51027237] [ 0.70735608 0.57788143 0.45586376 0.62054912 0.38205612] [ 0.09391349 0.49008077 0.52231311 0.89367956 0.61388326] [ 0.8418605 0.43466698 0.45814568 0.23185891 0.39395197] [ 0.56457749 0.56919394 0.54676572 0.51880781 0.33376064] [ 0.08148266 0.55265973 0.48551408 0.912589 0.49444246] [ 0.4748532 0.4810207 0.49877209 0.57678179 0.48777328] [ 0.44534058 0.32946118 0.52159656 0.56404004 0.50819699] [ 0.6015582 0.44314392 0.56572989 0.71449141 0.42099612] [ 0.53290203 0.48283741 0.3221186 0.56324117 0.30581187] [ 0.58237072 0.61930789 0.44387197 0.6494211 0.54544433] [ 0.72255873 0.40443451 0.5744612 0.3710738 0.3304722 ] [ 0.33321223 0.63847142 0.50879744 0.67614288 0.53366991] [ 0.31297838 0.56673239 0.41465391 0.67024509 0.44230942] [ 0.62397236 0.51778836 0.56359799 0.36359185 0.37060246] [ 0.11196439 0.60979425 0.34999924 0.80411643 0.50474766] [ 0.2408037 0.62092564 0.55845794 0.67467775 0.63839802] [ 0.49294016 0.44792605 0.53927219 0.41558583 0.49911991] [ 0.29832159 0.60284314 0.34670914 0.72130865 0.44852148] [ 0.74143077 0.53726875 0.47672338 0.5225405 0.38999686] [ 0.53320446 0.42437525 0.44483735 0.39872196 0.48642973] [ 0.47627883 0.41577795 0.49659542 0.71656498 0.34457022] [ 0.63652314 0.46869757 0.39147702 0.29280396 0.39299486] [ 0.29546984 0.60608044 0.5057242 0.77676604 0.54194127] [ 0.66622312 0.54378486 0.25564915 0.50891941 0.32217275] [ 0.2175541 0.54684722 0.49904415 0.80929586 0.43310443] [ 0.5765783 0.63208341 0.426894 0.64173789 0.42786723] [ 0.15275081 0.56345711 0.47457633 0.81704387 0.49627791] [ 0.61720877 0.56802256 0.43539208 0.31916127 0.40890215] [ 0.79839047 0.34687065 0.52296029 0.2435524 0.36615675] [ 0.38974208 0.55183684 0.45119101 0.4736036 0.54378032] [ 0.54211552 0.52596786 0.48862735 0.58500688 0.35554023] [ 0.90798347 0.30038018 0.49037225 0.15879229 0.41740339] [ 0.71426438 0.32086204 0.54713563 0.29499838 0.43505798] [ 0.13555922 0.52477055 0.54212955 0.72732364 0.50388676] [ 0.60602091 0.41688951 0.44861288 0.38159832 0.54261798] [ 0.43179252 0.53849249 0.51392434 0.51907104 0.51937684] [ 0.16900042 0.66175602 0.38657479 0.79775927 0.54773986] [ 0.43496335 0.52061576 0.57741412 0.38823139 0.5834051 ] [ 0.62868775 0.47451188 0.38955203 0.43329359 0.3619831 ] [ 0.48557433 0.4187469 0.53495065 0.415064 0.58385917] [ 0.64588929 0.41505729 0.51160569 0.31594081 0.41237746] [ 0.33901785 0.40928771 0.35877352 0.70590104 0.51936147] [ 0.27081639 0.6641251 0.42917155 0.69470558 0.44189961] [ 0.43095076 0.40947103 0.37700392 0.79438657 0.36939599] [ 0.6148468 0.45406161 0.41179572 0.66033481 0.29358453] [ 0.72067347 0.39106858 0.43627078 0.34642067 0.34314259] [ 0.4990265 0.46124226 0.40033852 0.42075442 0.35582415] [ 0.62015825 0.44511995 0.6289216 0.44742042 0.43705821] [ 0.79386809 0.4818561 0.46354269 0.33921086 0.3766867 ] [ 0.59800948 0.47154843 0.54172386 0.50732739 0.53895169] [ 0.67587572 0.56970488 0.48273527 0.45561714 0.44490006] [ 0.89344604 0.3352276 0.57518576 0.10658724 0.30369617] [ 0.72639166 0.53667469 0.33712932 0.25310208 0.28795974] [ 0.5957858 0.52711115 0.57170875 0.50252997 0.45161355] [ 0.7253067 0.29585534 0.47079901 0.39984915 0.39166099] [ 0.8056969 0.47770531 0.57731263 0.40822355 0.31353494] [ 0.47397867 0.63119205 0.35667538 0.60652009 0.40079346] [ 0.48928649 0.49093999 0.42921829 0.41883441 0.50419252] [ 0.75906583 0.46492647 0.51371802 0.31527624 0.40046791] [ 0.14718742 0.53015516 0.39513605 0.85177195 0.46386574] [ 0.20194722 0.66811227 0.45030722 0.74818536 0.49400164] [ 0.53853345 0.57715328 0.28893786 0.58083873 0.3592024 ] [ 0.34858526 0.54981142 0.42835773 0.54044099 0.4105186 ] [ 0.20514841 0.62980979 0.43261033 0.86901905 0.39046733] [ 0.12270345 0.62224994 0.46141335 0.90085653 0.44770031] [ 0.72448111 0.49799037 0.59346919 0.47843685 0.472554 ] [ 0.76782938 0.45510979 0.425253 0.37897422 0.44161168] [ 0.63943353 0.58944679 0.55241048 0.63933381 0.45113703] [ 0.71119453 0.52960795 0.40758916 0.45047413 0.4452112 ] [ 0.6018234 0.43295167 0.50659536 0.33711759 0.53991753] [ 0.56615963 0.45709702 0.57838159 0.665481 0.41980899] [ 0.19618308 0.75772301 0.31177934 0.85712442 0.5013051 ] [ 0.64074433 0.52345314 0.50089396 0.3374758 0.39074484] [ 0.45815023 0.51132788 0.55725523 0.432426 0.61040707] [ 0.36100728 0.64690253 0.39414726 0.71633275 0.35901252] [ 0.8371951 0.27498554 0.75033426 0.17116815 0.45525548] [ 0.3401982 0.56231915 0.49977131 0.76039832 0.31401037] [ 0.25242275 0.66558758 0.30641446 0.80552008 0.56583835] [ 0.6803109 0.49485678 0.39245635 0.23842085 0.37195093] [ 0.71077466 0.52411453 0.38077052 0.55187855 0.43612342] [ 0.27110174 0.63432349 0.31104735 0.65664903 0.43203024] [ 0.89562067 0.34399511 0.69595165 0.18236511 0.39431333] [ 0.48305977 0.5141209 0.53883842 0.52337756 0.53966683] [ 0.44843647 0.6337893 0.50082525 0.61844002 0.35839653] [ 0.4240369 0.57964261 0.53271419 0.58883844 0.50127162] [ 0.7989092 0.52454348 0.28078634 0.4223373 0.23193713] [ 0.54805111 0.58482101 0.51381356 0.52798262 0.43111788] [ 0.59476752 0.32695651 0.60287701 0.39585644 0.51335827] [ 0.46413447 0.52176269 0.47340166 0.62078504 0.38791038] [ 0.24807801 0.57539065 0.4164009 0.84027335 0.37699544] [ 0.20350212 0.62351529 0.54000609 0.83260652 0.5720589 ] [ 0.78951015 0.47361861 0.47016414 0.33428235 0.30072894] [ 0.70329798 0.4501941 0.49240486 0.47347147 0.42552895] [ 0.84813153 0.44912117 0.48754016 0.25232068 0.41698542] [ 0.31301693 0.56280988 0.51735914 0.81479395 0.48422096] [ 0.81614698 0.28587667 0.50456923 0.18898596 0.34882871] [ 0.2568133 0.55045142 0.52123584 0.85598664 0.64618479] [ 0.36714501 0.45832651 0.51653115 0.78274351 0.37226084] Progress: 22.0% ... Training loss: 0.637 ... Validation loss: 1.106[ 0.80183341 0.39643032 0.51482143 0.293975 0.31918067] [ 0.35929477 0.51781801 0.53212119 0.78015103 0.58656634] [ 0.2763871 0.62633798 0.41124031 0.76557226 0.43845346] [ 0.25909099 0.6121023 0.45332667 0.88064704 0.48082658] [ 0.25496827 0.56435117 0.61218987 0.80732686 0.51266041] [ 0.16470042 0.44467178 0.50767055 0.85911064 0.58991792] [ 0.1835714 0.6423069 0.47134859 0.85235203 0.63749434] [ 0.57168518 0.41990562 0.45533812 0.47232205 0.25951446] [ 0.56077971 0.46914082 0.6297961 0.74832651 0.40527201] [ 0.22587267 0.60805169 0.53622925 0.79672068 0.43235651] [ 0.61950653 0.56849373 0.39306452 0.49362198 0.47818411] [ 0.73433049 0.56947552 0.50782407 0.41789979 0.37077262] [ 0.67016073 0.38458055 0.44618296 0.2901676 0.32614111] [ 0.79687701 0.38778309 0.53734798 0.35137432 0.45110375] [ 0.61712866 0.47015153 0.49970795 0.39901306 0.39157547] [ 0.78560005 0.44587595 0.52799409 0.2871339 0.36996531] [ 0.64494901 0.47368035 0.54232732 0.5850194 0.53831708] [ 0.58668042 0.46534995 0.50619085 0.7532568 0.35540276] [ 0.11989959 0.54050363 0.45784342 0.86155449 0.56834503] [ 0.79460661 0.42650616 0.55029984 0.24596089 0.42615585] [ 0.44067405 0.5178573 0.59123127 0.42905026 0.40982622] [ 0.39758342 0.48021733 0.46367778 0.65782828 0.30109225] [ 0.28835354 0.62872081 0.52123728 0.85292054 0.56842863] [ 0.32797928 0.59928126 0.30278851 0.72294095 0.55603465] [ 0.29730801 0.5322341 0.46998233 0.42429629 0.490027 ] [ 0.23644386 0.58695134 0.41633526 0.8215626 0.6401131 ] [ 0.87380269 0.35777843 0.58397583 0.13385334 0.30086121] [ 0.76025617 0.48937252 0.47722493 0.38409386 0.38117606] [ 0.554013 0.49353758 0.40251396 0.45634192 0.43992764] [ 0.69856527 0.64253952 0.53320418 0.53916029 0.41882682] [ 0.36612458 0.59900927 0.45586923 0.73539021 0.47297296] [ 0.82334063 0.42781459 0.56527844 0.2354248 0.4086707 ] [ 0.51876762 0.44227444 0.51729163 0.39139182 0.57934788] [ 0.48688173 0.46519554 0.43359456 0.52684239 0.44062405] [ 0.59894113 0.52527264 0.4932602 0.3279304 0.43379526] [ 0.66745008 0.3357089 0.60826045 0.28554038 0.45399248] [ 0.82919011 0.38456471 0.67995913 0.19565036 0.34565854] [ 0.70367959 0.40812783 0.52623988 0.31881366 0.41400199] [ 0.74530239 0.29088529 0.38523268 0.38555274 0.3421952 ] [ 0.37567778 0.46900364 0.4415033 0.44507983 0.57211616] [ 0.55809074 0.42378157 0.43549075 0.28410255 0.3545396 ] [ 0.80619824 0.35709377 0.53729175 0.18327424 0.31739459] [ 0.5047183 0.3884676 0.44009126 0.50270086 0.55722386] [ 0.68657891 0.41673083 0.42444472 0.28643306 0.36957348] [ 0.63323957 0.39290285 0.62196167 0.36555565 0.43192785] [ 0.77850895 0.42030138 0.56058287 0.18957558 0.53982949] [ 0.61290161 0.5065333 0.40741639 0.39604556 0.41609937] [ 0.63260097 0.47160342 0.42007273 0.46181818 0.38134774] [ 0.55836206 0.49184311 0.55737216 0.34339697 0.55358681] [ 0.21536116 0.51572703 0.52127044 0.71476276 0.46372773] [ 0.31504742 0.52894279 0.51026842 0.64299038 0.61852051] [ 0.6614602 0.38366021 0.5118093 0.44831401 0.43126818] [ 0.69934126 0.55243933 0.58006773 0.39658639 0.3118365 ] [ 0.3809883 0.50525236 0.52679205 0.75690448 0.45102417] [ 0.74182293 0.55276508 0.53981683 0.54276024 0.37706666] [ 0.49682493 0.44217802 0.51024988 0.37210023 0.44063107] [ 0.68536112 0.59901848 0.40029881 0.60375699 0.47496356] [ 0.25155945 0.71685569 0.23316615 0.8855102 0.4676791 ] [ 0.45414508 0.52833 0.63723555 0.54075583 0.47731925] [ 0.57656368 0.35005537 0.64376253 0.45590512 0.42561157] [ 0.28172328 0.73669444 0.29135727 0.85000122 0.50771631] [ 0.12891003 0.63886648 0.50093967 0.90879749 0.61480902] [ 0.32942947 0.55812052 0.46169289 0.69573645 0.40119667] [ 0.67616041 0.4949166 0.52391286 0.5909507 0.330565 ] [ 0.73329263 0.63211296 0.43690828 0.50329824 0.46337607] [ 0.3054677 0.61728236 0.50510151 0.69731087 0.4378164 ] [ 0.75904057 0.48944432 0.51032963 0.19074393 0.45059633] [ 0.58253254 0.62319747 0.49751511 0.48767817 0.36492384] [ 0.49553593 0.47520954 0.59002844 0.52924528 0.39356275] [ 0.5722262 0.5015639 0.41295273 0.32782792 0.42454167] [ 0.54383621 0.37509908 0.65086146 0.53697587 0.41640573] [ 0.31448933 0.41148397 0.57644015 0.47216889 0.68148634] [ 0.87095458 0.42287038 0.46534386 0.15353709 0.25674226] [ 0.83897656 0.52271738 0.61680802 0.30776559 0.42781219] [ 0.33123162 0.41321733 0.41748014 0.64081235 0.49130351] [ 0.23416852 0.42939997 0.34723346 0.83263157 0.41550908] [ 0.06580655 0.63176715 0.4198501 0.9211994 0.48523452] [ 0.52415748 0.5818124 0.40959496 0.43672529 0.4464558 ] [ 0.27261545 0.56516963 0.33097173 0.83669401 0.32806766] [ 0.51424411 0.56709836 0.47101125 0.57221786 0.34516368] [ 0.44327284 0.42331651 0.64867258 0.32780407 0.5378685 ] [ 0.14399379 0.54312136 0.40128833 0.85964444 0.45726169] [ 0.40797357 0.46963958 0.55560476 0.66331058 0.57435041] [ 0.80255461 0.41930879 0.4275563 0.43456979 0.42382969] [ 0.22854734 0.60957699 0.4235783 0.8714979 0.65233624] [ 0.27261545 0.56516963 0.33097173 0.83669401 0.32806766] [ 0.28403791 0.67856697 0.47306165 0.75115077 0.52717655] [ 0.2705452 0.69988849 0.2346766 0.79256018 0.47386557] [ 0.5558332 0.43697185 0.48579251 0.55152407 0.28017982] [ 0.62544187 0.44560087 0.60469292 0.59324718 0.40850645] [ 0.72890083 0.52529953 0.32795058 0.49492719 0.35038308] [ 0.71451137 0.48991609 0.51785759 0.44300628 0.35334871] [ 0.74102884 0.5825933 0.30191037 0.64504929 0.36230725] [ 0.64755251 0.38509714 0.5618334 0.31987375 0.45150158] [ 0.58334694 0.47253668 0.51393127 0.46156605 0.30482243] [ 0.90497255 0.36169274 0.54045167 0.10935677 0.31529317] [ 0.44759709 0.47933058 0.486296 0.71476869 0.39744812] [ 0.67140532 0.53010031 0.42406614 0.41193905 0.33882091] [ 0.09162367 0.3881077 0.53582902 0.88492188 0.60288306] [ 0.14701311 0.42093515 0.4139499 0.83373545 0.45188654] [ 0.39863286 0.56356255 0.64607349 0.67885174 0.53280823] [ 0.18804127 0.56015834 0.44578056 0.79044065 0.41488274] [ 0.51003223 0.48709194 0.59888101 0.67989604 0.41068534] [ 0.64886998 0.59791528 0.49156795 0.60204648 0.44109581] [ 0.79706209 0.35480792 0.51638712 0.39686811 0.44885926] [ 0.29844962 0.57025105 0.36915319 0.79054677 0.41121923] [ 0.41071107 0.41483417 0.54599261 0.76738037 0.45932525] [ 0.4562284 0.36274607 0.49818612 0.70348181 0.4036565 ] [ 0.7350881 0.55046611 0.57027539 0.40946613 0.41776818] [ 0.4599784 0.51800145 0.64026709 0.56416782 0.48521208] [ 0.37039937 0.44991682 0.45589816 0.55171576 0.46727835] [ 0.45825261 0.498046 0.45586878 0.51468014 0.37576267] [ 0.33960872 0.46078172 0.43470768 0.79940841 0.45073724] [ 0.44051515 0.58409361 0.30408536 0.76588658 0.51344482] [ 0.90155828 0.40537471 0.5289493 0.18003024 0.28695981] [ 0.32942459 0.47100011 0.48623775 0.58549461 0.56729561] [ 0.28647126 0.55065436 0.52117709 0.77169894 0.46203579] [ 0.83261631 0.35464944 0.6059919 0.10769744 0.29646769] [ 0.71589584 0.47876992 0.46716332 0.37674071 0.25304777] [ 0.72548417 0.50841206 0.46108567 0.3824007 0.40263663] [ 0.69614015 0.51772017 0.5599371 0.45237659 0.45412878] [ 0.75375007 0.446547 0.49722752 0.3780357 0.39711043] [ 0.63440646 0.35320974 0.60241179 0.49462489 0.42187455] [ 0.35699689 0.46294764 0.54641374 0.70859779 0.46694104] [ 0.10808064 0.61311711 0.45299798 0.93595635 0.5507074 ] [ 0.5571339 0.53472019 0.42612821 0.72617347 0.32439597] [ 0.7710415 0.43680864 0.48225035 0.36002967 0.44741397] [ 0.65924134 0.5594422 0.27648374 0.45884535 0.37533379] Progress: 22.1% ... Training loss: 0.637 ... Validation loss: 1.105[ 0.55228689 0.54825483 0.33843268 0.58896917 0.39279605] [ 0.68638583 0.33385419 0.72904732 0.24093526 0.54124671] [ 0.60501372 0.66416423 0.55528509 0.55675046 0.46457803] [ 0.45126437 0.50508163 0.37957676 0.88888509 0.46276142] [ 0.16725159 0.68891357 0.33775447 0.83468935 0.45407899] [ 0.25405281 0.55127806 0.46036328 0.52090458 0.55527244] [ 0.63494954 0.59431441 0.41313004 0.48122939 0.37676489] [ 0.61060517 0.41546904 0.54860268 0.26912394 0.4799871 ] [ 0.49371548 0.54790514 0.50028552 0.79954953 0.4289826 ] [ 0.64028248 0.37468125 0.59536656 0.35823672 0.51555572] [ 0.4024644 0.50001988 0.53251048 0.79774217 0.42752199] [ 0.37849548 0.4964429 0.4118766 0.62523689 0.36583472] [ 0.719027 0.49151568 0.56788512 0.48934715 0.4383629 ] [ 0.76584655 0.52411523 0.54284499 0.40225861 0.41861641] [ 0.78503385 0.42290268 0.48716358 0.28437748 0.31000447] [ 0.17748673 0.69243139 0.40176629 0.81958246 0.44763506] [ 0.83342852 0.407289 0.51100796 0.35722189 0.44352597] [ 0.56527871 0.55493018 0.37135757 0.73649784 0.41058385] [ 0.64897024 0.27823701 0.58964263 0.23227997 0.50765034] [ 0.54824457 0.60150839 0.51198456 0.57242893 0.5081741 ] [ 0.25877223 0.40859012 0.56626517 0.6912114 0.50305086] [ 0.42702068 0.48319254 0.45018131 0.77954909 0.44078868] [ 0.41061448 0.67522238 0.41269116 0.72259974 0.40344565] [ 0.53715049 0.37402683 0.53290933 0.52943897 0.55561981] [ 0.11901077 0.58847197 0.45692088 0.93938249 0.52890258] [ 0.28143752 0.39477904 0.48577118 0.69476589 0.49179928] [ 0.16362341 0.62373135 0.36084398 0.80472141 0.42556509] [ 0.34949632 0.48973671 0.40035843 0.69353619 0.37451684] [ 0.7251986 0.40754497 0.512649 0.29920452 0.5546596 ] [ 0.46141614 0.44972608 0.52591425 0.48928276 0.58310212] [ 0.45086917 0.48341256 0.52928078 0.68900982 0.28949404] [ 0.40538662 0.51732559 0.50117731 0.63721481 0.47959833] [ 0.35354505 0.53948845 0.47571886 0.70912443 0.59900739] [ 0.18378797 0.56866649 0.50282543 0.87107562 0.51900284] [ 0.46236097 0.4191708 0.43404224 0.45816525 0.34055603] [ 0.50039039 0.45599271 0.45326787 0.61674812 0.30363957] [ 0.63861185 0.66321456 0.36527303 0.48661374 0.34035736] [ 0.61643303 0.33211579 0.58415119 0.35163641 0.6055794 ] [ 0.87193098 0.39924794 0.60764222 0.12985685 0.28631861] [ 0.68589147 0.57121633 0.51179413 0.32573461 0.36026895] [ 0.82530948 0.41404067 0.46554239 0.20517544 0.27534763] [ 0.20737332 0.58793176 0.56876303 0.80454587 0.59793881] [ 0.17709734 0.59131327 0.42832513 0.85253801 0.45351392] [ 0.13607271 0.54479997 0.46880761 0.83508857 0.4789122 ] [ 0.28491414 0.61332056 0.46566107 0.92908633 0.53193926] [ 0.60566558 0.41852065 0.61792167 0.59450149 0.44915651] [ 0.76345913 0.39464304 0.58721401 0.31029755 0.38163561] [ 0.48515446 0.56364471 0.48683877 0.57884074 0.39858407] [ 0.75384138 0.49145062 0.53372046 0.41171578 0.37395358] [ 0.34539508 0.57212615 0.4615686 0.62165543 0.43457938] [ 0.29250807 0.55880724 0.37369772 0.81791298 0.39999125] [ 0.15077648 0.57305369 0.4613311 0.87476539 0.55295267] [ 0.1212055 0.56412636 0.32684929 0.85631019 0.46769966] [ 0.32456345 0.55953881 0.47359059 0.66032561 0.57560021] [ 0.23453868 0.43238249 0.40926104 0.81143869 0.46490079] [ 0.62532711 0.41198661 0.47905267 0.30466922 0.41510751] [ 0.5606395 0.35143417 0.50986699 0.46626621 0.4669096 ] [ 0.17144422 0.47924765 0.38043684 0.87003986 0.58257856] [ 0.56155083 0.48822178 0.55399211 0.52957653 0.36645013] [ 0.17814397 0.53712099 0.53617491 0.78049031 0.54570938] [ 0.60578114 0.58376305 0.40211767 0.4960683 0.37004426] [ 0.92285173 0.40624235 0.51009102 0.1663061 0.29700988] [ 0.50066939 0.64980353 0.47200321 0.69520847 0.41846298] [ 0.60721921 0.58171255 0.49456156 0.56712844 0.4592288 ] [ 0.51034949 0.46771709 0.52460415 0.4343243 0.47191381] [ 0.53213947 0.36763326 0.50614901 0.59290929 0.36377369] [ 0.40594901 0.60325339 0.42577743 0.54684442 0.46198842] [ 0.75129902 0.31591017 0.70961626 0.31211146 0.43428299] [ 0.49843316 0.42600425 0.60015377 0.65445334 0.49258896] [ 0.26388616 0.72949226 0.30194194 0.75104915 0.44778274] [ 0.52120434 0.57511345 0.47504046 0.79822519 0.42446316] [ 0.29183805 0.58021508 0.5848441 0.71076511 0.59280341] [ 0.53093641 0.63321411 0.44862448 0.70572004 0.33526148] [ 0.24934459 0.5253202 0.58951622 0.84050145 0.4905764 ] [ 0.37733385 0.44637801 0.49409504 0.43665857 0.50236122] [ 0.20053614 0.6354014 0.50421523 0.65727084 0.48600806] [ 0.56942917 0.62594998 0.4202898 0.5603825 0.38880662] [ 0.67150043 0.35495843 0.5173474 0.30056278 0.47016607] [ 0.59945096 0.59549277 0.5229072 0.45324552 0.39406744] [ 0.22881239 0.62287152 0.40830443 0.875495 0.49187757] [ 0.34458415 0.54409248 0.34848854 0.66048534 0.54888486] [ 0.51052097 0.4944766 0.59179362 0.60781899 0.33568593] [ 0.59805894 0.44575358 0.36268675 0.45982552 0.39031246] [ 0.87510211 0.34027512 0.48933206 0.14073266 0.35156043] [ 0.36109824 0.48283072 0.4484323 0.80230424 0.4468674 ] [ 0.31888581 0.48368738 0.44510623 0.61672313 0.45133532] [ 0.08631222 0.64255645 0.43956269 0.89663623 0.63337507] [ 0.56946663 0.47442439 0.38705573 0.51129248 0.51427348] [ 0.16931435 0.61864615 0.49516955 0.93428841 0.53228811] [ 0.4213392 0.45022726 0.55260347 0.5276928 0.49316159] [ 0.17993292 0.57092259 0.49626721 0.88224961 0.64812103] [ 0.85311664 0.32900509 0.57498799 0.19903628 0.41363852] [ 0.46818625 0.42327323 0.55305188 0.67392253 0.46318294] [ 0.34920142 0.63313557 0.59645965 0.67049611 0.56698838] [ 0.37571359 0.46794788 0.58941625 0.81011885 0.56331412] [ 0.3506485 0.46957805 0.59561025 0.65873325 0.44080115] [ 0.59800456 0.45410426 0.51941452 0.55910652 0.44080007] [ 0.54585734 0.53402849 0.43358585 0.55986543 0.46396521] [ 0.48429515 0.44709915 0.66958997 0.69999935 0.448096 ] [ 0.76191094 0.26463471 0.55560249 0.27945489 0.45368703] [ 0.37476119 0.59641599 0.30373262 0.72325878 0.37816776] [ 0.61193102 0.52800636 0.48912177 0.45022127 0.39718993] [ 0.56342147 0.57802333 0.40518415 0.66094515 0.3172243 ] [ 0.56242481 0.53360152 0.50359638 0.45951903 0.510041 ] [ 0.64782694 0.58923309 0.44109066 0.47863308 0.38515464] [ 0.64279893 0.31259867 0.54119757 0.49714719 0.3839693 ] [ 0.56533395 0.60213014 0.49989459 0.53912915 0.54772009] [ 0.80617647 0.43629229 0.48046814 0.17562859 0.2706354 ] [ 0.61495531 0.53720608 0.3761701 0.47871708 0.30752175] [ 0.57110889 0.44110931 0.53089074 0.62581818 0.46725277] [ 0.34818664 0.54148862 0.52470584 0.70290024 0.49319243] [ 0.47466514 0.49425666 0.44185504 0.58207092 0.38110422] [ 0.31996495 0.57807989 0.46575156 0.84492238 0.58482912] [ 0.36011149 0.63313122 0.30432281 0.66601314 0.39919422] [ 0.257073 0.62221068 0.3704196 0.91249799 0.43175098] [ 0.56190345 0.38449146 0.62344377 0.39232184 0.49219778] [ 0.2116606 0.65127161 0.42299542 0.75459288 0.45098887] [ 0.52041156 0.53414704 0.44856015 0.5230264 0.49308193] [ 0.35630294 0.42101892 0.53044021 0.4421656 0.50935201] [ 0.49430906 0.47586635 0.57624785 0.37578753 0.61974888] [ 0.36009857 0.50294485 0.54533056 0.6435314 0.34445293] [ 0.7860302 0.48973615 0.39181347 0.33005031 0.29848521] [ 0.18317113 0.57051402 0.42561977 0.86588408 0.46128189] [ 0.46574164 0.60306638 0.4089304 0.67400924 0.35322255] [ 0.41382556 0.4475161 0.50074828 0.68785539 0.39491867] [ 0.65189568 0.52668831 0.38015478 0.6743717 0.4804669 ] [ 0.66741364 0.49681837 0.346955 0.43782142 0.36510301] [ 0.36663002 0.49282768 0.48012195 0.55988073 0.56481112] Progress: 22.1% ... Training loss: 0.636 ... Validation loss: 1.105[ 0.21107227 0.61720333 0.35711529 0.85714755 0.58129995] [ 0.47691486 0.59415102 0.56827774 0.57052305 0.57712227] [ 0.86883295 0.37336385 0.58287208 0.25108734 0.39369248] [ 0.61281273 0.44066599 0.55819112 0.51698634 0.32166843] [ 0.8225659 0.31687248 0.6449174 0.18700769 0.44092386] [ 0.60776726 0.46350726 0.44718824 0.34642876 0.39404902] [ 0.74066715 0.53904845 0.43766504 0.33960386 0.28741099] [ 0.29943038 0.57852724 0.36725773 0.76573572 0.45552846] [ 0.20261737 0.51585793 0.38737324 0.8832331 0.54960669] [ 0.68507867 0.59457485 0.46034568 0.39091219 0.37207114] [ 0.75146405 0.45205601 0.50343644 0.30935831 0.38714814] [ 0.49871147 0.55963208 0.35807277 0.61226374 0.45419005] [ 0.38310487 0.5579908 0.4445193 0.81604005 0.38301129] [ 0.80270966 0.32965955 0.42526793 0.43821595 0.33250241] [ 0.42952719 0.62639397 0.47986759 0.75830008 0.31901309] [ 0.63097108 0.4998983 0.48233768 0.40538929 0.48742301] [ 0.33394058 0.65863093 0.55357501 0.66979715 0.5404541 ] [ 0.70559327 0.48041089 0.55668384 0.43878098 0.43484108] [ 0.35907173 0.53071537 0.55688045 0.84653086 0.46398889] [ 0.23597591 0.47847179 0.52412985 0.68791713 0.5130003 ] [ 0.67539891 0.35564921 0.53990331 0.28224412 0.47831299] [ 0.21170882 0.59720911 0.48968417 0.6439614 0.5494981 ] [ 0.25579408 0.49194262 0.57670991 0.7856051 0.60135223] [ 0.46331064 0.4159354 0.47060202 0.60555097 0.34831853] [ 0.79862404 0.3590663 0.46097841 0.16019837 0.41426473] [ 0.76663415 0.50208495 0.48644529 0.39169035 0.36919499] [ 0.27326113 0.47808782 0.52704428 0.67246157 0.38764078] [ 0.22339138 0.70859195 0.25506579 0.8709927 0.51518865] [ 0.2145822 0.5661914 0.3384235 0.75331848 0.49196683] [ 0.67436032 0.41462562 0.56330271 0.44348575 0.40821531] [ 0.09565793 0.66020768 0.33759715 0.92998276 0.58480903] [ 0.90038011 0.31976119 0.71204048 0.11811126 0.33821931] [ 0.26816962 0.61900882 0.3952021 0.80579187 0.44860706] [ 0.6674473 0.37887011 0.51561171 0.42035702 0.43828681] [ 0.79870944 0.41824956 0.56554702 0.31733562 0.45406701] [ 0.87292764 0.27901455 0.6046766 0.16954457 0.41057026] [ 0.87980423 0.37355863 0.65830132 0.15601808 0.45675615] [ 0.19258624 0.66976801 0.3436821 0.70958439 0.48205789] [ 0.80337458 0.3217312 0.58619489 0.29446931 0.34968277] [ 0.25970684 0.62951235 0.50995814 0.68814727 0.50716636] [ 0.3477975 0.47682259 0.51322818 0.70059275 0.3390206 ] [ 0.71315331 0.44817956 0.5225405 0.30712716 0.51393741] [ 0.89607843 0.37382022 0.44431924 0.15242683 0.26063844] [ 0.74306664 0.48295954 0.61945655 0.40839718 0.3654717 ] [ 0.66041944 0.46588023 0.47937651 0.38828909 0.41202538] [ 0.59884278 0.38122732 0.50501913 0.61118315 0.31557966] [ 0.51518917 0.55173864 0.48008519 0.55300539 0.48591228] [ 0.6699812 0.5484711 0.51368941 0.34869667 0.52908252] [ 0.33382041 0.53067217 0.46759656 0.80768863 0.38518437] [ 0.6787406 0.45339697 0.51446525 0.35401458 0.49153391] [ 0.69480218 0.43909299 0.46838507 0.35207323 0.35649604] [ 0.75312542 0.3208745 0.50922668 0.36753174 0.48204739] [ 0.6294021 0.46109333 0.53931596 0.56885929 0.46080857] [ 0.59249208 0.53332402 0.40282855 0.55678057 0.30790616] [ 0.47270284 0.39717633 0.63665447 0.60453741 0.40753931] [ 0.79836555 0.39551917 0.61888415 0.26345481 0.49368216] [ 0.48854918 0.44386232 0.62273458 0.65141249 0.41380269] [ 0.74033674 0.34208647 0.58590819 0.42804431 0.3298173 ] [ 0.39450904 0.5501399 0.52893724 0.57153308 0.60666268] [ 0.60158596 0.62332526 0.4749454 0.30861514 0.45137167] [ 0.60658192 0.34956887 0.53059707 0.43685154 0.55319692] [ 0.51410962 0.39918642 0.45157861 0.44770823 0.33772321] [ 0.230671 0.49357799 0.43657837 0.59126624 0.76172939] [ 0.35250705 0.63376189 0.47353205 0.65786393 0.31968557] [ 0.28889928 0.60506458 0.5085461 0.78566901 0.54174071] [ 0.48922923 0.46574839 0.52500483 0.28589688 0.59332929] [ 0.47424747 0.53833872 0.53383797 0.45014276 0.3659198 ] [ 0.24394536 0.56130711 0.55946333 0.77494877 0.39938801] [ 0.64091964 0.47969311 0.4160426 0.51811107 0.54466751] [ 0.90530713 0.33310288 0.55260214 0.12946654 0.29528097] [ 0.73953058 0.56627365 0.37702195 0.35090078 0.40273205] [ 0.25989092 0.55378505 0.52520202 0.79504987 0.46882359] [ 0.80872664 0.4774648 0.52598913 0.26295749 0.43843749] [ 0.22761012 0.6627311 0.40007755 0.7970258 0.40680235] [ 0.79214351 0.51971414 0.36986222 0.45125318 0.32427673] [ 0.33966485 0.40935338 0.35875243 0.70555266 0.51939864] [ 0.61963566 0.54412272 0.53943871 0.31124743 0.52471407] [ 0.82800382 0.42395854 0.63244223 0.27743038 0.3551744 ] [ 0.60801162 0.49774942 0.51584373 0.42735382 0.30436659] [ 0.81390877 0.38027113 0.5522072 0.22602957 0.26985636] [ 0.38037179 0.6289443 0.49661703 0.79523618 0.53031689] [ 0.45986394 0.4672609 0.55029391 0.74125236 0.4915359 ] [ 0.55904649 0.44452265 0.54211907 0.48765114 0.54404812] [ 0.42572292 0.57491552 0.53795497 0.66484236 0.4800034 ] [ 0.11786791 0.66502163 0.4444506 0.93196967 0.61687655] [ 0.67539891 0.35564921 0.53990331 0.28224412 0.47831299] [ 0.74037824 0.47912968 0.55672468 0.51678452 0.42346926] [ 0.13983786 0.47567592 0.51052917 0.86724816 0.57186949] [ 0.81686097 0.40212636 0.58938584 0.11113417 0.45496915] [ 0.44593567 0.32849799 0.51038791 0.61309694 0.44880512] [ 0.82706735 0.48841542 0.45459787 0.32415917 0.39720811] [ 0.60848492 0.59435499 0.35144758 0.53005523 0.36205417] [ 0.73690425 0.39327862 0.61208398 0.33758257 0.46998435] [ 0.79634362 0.38794498 0.55450505 0.23813377 0.44668418] [ 0.43675051 0.69671492 0.40698733 0.68935912 0.45124465] [ 0.34893877 0.5692149 0.34667817 0.68572322 0.49628134] [ 0.40316834 0.58176116 0.47388751 0.52357967 0.56521854] [ 0.66805273 0.32343791 0.57044253 0.27359965 0.57941203] [ 0.72032028 0.42177969 0.47724483 0.33466754 0.45173961] [ 0.71508607 0.42430637 0.53409258 0.46651236 0.34071156] [ 0.48579696 0.63997426 0.44961157 0.61188049 0.46279515] [ 0.33637118 0.55305185 0.38162882 0.62657728 0.35625086] [ 0.72077828 0.41385518 0.47933015 0.26083565 0.33741411] [ 0.74123514 0.37485339 0.46265669 0.21637126 0.38094183] [ 0.73259366 0.48634298 0.55562151 0.2086353 0.45395556] [ 0.72448502 0.43747113 0.44809344 0.39569515 0.5830116 ] [ 0.53826252 0.43966886 0.63164874 0.59535696 0.48062716] [ 0.32281061 0.48599772 0.62145599 0.71383051 0.55188912] [ 0.31171241 0.47796664 0.45266531 0.58052358 0.54681576] [ 0.35082611 0.40210626 0.43292799 0.64633723 0.63484391] [ 0.58115244 0.44678988 0.53469708 0.41356521 0.43631528] [ 0.08573854 0.55097036 0.53831116 0.86193407 0.64579511] [ 0.58377934 0.47497997 0.53004004 0.54350421 0.38343827] [ 0.18993325 0.71506869 0.41172101 0.79159672 0.55898707] [ 0.81415672 0.32512904 0.5142423 0.34109051 0.3657436 ] [ 0.71909589 0.42182488 0.45292043 0.34886056 0.52243372] [ 0.54985395 0.57012916 0.34759499 0.62033206 0.28446916] [ 0.74659178 0.44793727 0.49674798 0.30223159 0.49637874] [ 0.75128931 0.50174488 0.44296777 0.15428828 0.3314655 ] [ 0.21240003 0.49478349 0.41279833 0.92687835 0.52998306] [ 0.67716063 0.51644736 0.51614853 0.63162677 0.38768133] [ 0.59890135 0.46967178 0.51270848 0.50354902 0.42888513] [ 0.25379867 0.66336149 0.41241998 0.6655121 0.42504858] [ 0.73027931 0.46551763 0.5871901 0.31037093 0.42435249] [ 0.22524395 0.49520798 0.53716892 0.83140109 0.5398226 ] [ 0.3375005 0.60337631 0.27192216 0.79582395 0.45197947] [ 0.70340231 0.41313944 0.49646493 0.25679126 0.4109558 ] [ 0.69226398 0.45798321 0.43451986 0.27994572 0.47377529] Progress: 22.1% ... Training loss: 0.636 ... Validation loss: 1.106[ 0.42652928 0.46611276 0.33128726 0.57785881 0.52075407] [ 0.60268691 0.43258607 0.50673282 0.33651065 0.53977405] [ 0.44179852 0.46622534 0.52649671 0.54361664 0.40562096] [ 0.26198023 0.65199389 0.4168168 0.65025075 0.56450284] [ 0.68127389 0.45959499 0.5103719 0.63310922 0.34796775] [ 0.71377257 0.28454479 0.59190705 0.20975539 0.39479138] [ 0.45802054 0.52050375 0.63523977 0.78620259 0.43785897] [ 0.35786724 0.57828628 0.40160415 0.79048782 0.46620462] [ 0.76985007 0.2525242 0.62661806 0.18722413 0.43741642] [ 0.68246592 0.40037197 0.47549436 0.3131577 0.49049964] [ 0.05584788 0.62287427 0.38180851 0.90706142 0.55169985] [ 0.64661234 0.6353404 0.46708306 0.63215662 0.33676816] [ 0.16819732 0.50180881 0.61292626 0.64657021 0.67506872] [ 0.67225198 0.32659546 0.5854724 0.39398268 0.4539925 ] [ 0.5594948 0.47600653 0.49072569 0.6149481 0.4314163 ] [ 0.72548775 0.37779429 0.47069642 0.1718445 0.37427652] [ 0.62252438 0.58361555 0.59449586 0.46060548 0.47678315] [ 0.22436467 0.647053 0.4263568 0.77278252 0.49894032] [ 0.43610845 0.49021033 0.55176271 0.50166838 0.51605616] [ 0.39206225 0.53525527 0.49327438 0.67663904 0.51225823] [ 0.37692801 0.59672147 0.45699268 0.62553616 0.45264766] [ 0.35128605 0.5713454 0.42879564 0.55184274 0.41558685] [ 0.90498017 0.2613974 0.58900835 0.14001972 0.38612233] [ 0.66231076 0.4249353 0.45456422 0.39517927 0.36725536] [ 0.76838817 0.4313138 0.42201173 0.26266657 0.3320093 ] [ 0.28811679 0.58538354 0.39539371 0.61927082 0.38566576] [ 0.76399274 0.47018288 0.67117811 0.40227129 0.31903167] [ 0.41014063 0.5384699 0.53222206 0.70059256 0.45889478] [ 0.32713539 0.61393793 0.40362061 0.75590905 0.46484755] [ 0.89055004 0.41806824 0.50698484 0.17309553 0.40172793] [ 0.48734362 0.60491399 0.38903734 0.71235465 0.35269394] [ 0.44731964 0.65027451 0.50184394 0.76064462 0.53993394] [ 0.53527514 0.55434494 0.34325351 0.66821693 0.24694457] [ 0.40124671 0.52991798 0.46710008 0.60580333 0.39045406] [ 0.32884926 0.40206148 0.56566632 0.65916834 0.46607525] [ 0.7205061 0.36471268 0.62121734 0.36769667 0.44607355] [ 0.08972762 0.486878 0.41067033 0.93873679 0.62494734] [ 0.7338315 0.46815309 0.456258 0.48701982 0.33755404] [ 0.58096664 0.37264177 0.49691805 0.36618296 0.3923642 ] [ 0.52783577 0.47222204 0.49732242 0.57082106 0.51691944] [ 0.61323027 0.36384111 0.40833538 0.24151844 0.42839033] [ 0.19169568 0.51920789 0.32599923 0.80416497 0.48828245] [ 0.44196943 0.47665045 0.46320484 0.76987976 0.2859653 ] [ 0.15236995 0.48963163 0.32844161 0.89948412 0.44165904] [ 0.67546498 0.45722926 0.58488303 0.42829845 0.42316483] [ 0.24497703 0.56476269 0.56933098 0.87023528 0.51174852] [ 0.83227472 0.36058162 0.47236134 0.24980474 0.26197976] [ 0.5356793 0.4361417 0.52146044 0.54252881 0.44516936] [ 0.18967082 0.67815027 0.33599257 0.81246971 0.48910002] [ 0.62170489 0.56762783 0.39340029 0.49201507 0.47786308] [ 0.14581056 0.59437154 0.55054003 0.82250628 0.61580904] [ 0.13054448 0.64877024 0.43770489 0.923527 0.49392985] [ 0.58061466 0.54046023 0.59055916 0.52062533 0.36514254] [ 0.51392516 0.44276113 0.50343539 0.65501812 0.4023207 ] [ 0.13026372 0.718576 0.48787645 0.87147111 0.66790407] [ 0.32837812 0.57689191 0.34529392 0.66634685 0.46571664] [ 0.8991118 0.28327135 0.52645716 0.25901684 0.35242028] [ 0.83388525 0.42496579 0.596626 0.16483374 0.44141074] [ 0.27758889 0.63496481 0.42821478 0.64949301 0.61983681] [ 0.77701678 0.36210528 0.61188981 0.31423142 0.47348192] [ 0.4857033 0.55138839 0.5000297 0.74646796 0.37022879] [ 0.35012049 0.46987958 0.59549215 0.65923071 0.44090012] [ 0.56744111 0.47788864 0.51872977 0.58792789 0.38261949] [ 0.63625625 0.40668985 0.56543273 0.24529955 0.56105745] [ 0.79025991 0.40433692 0.54979945 0.38019507 0.34485232] [ 0.15994034 0.64154717 0.46120754 0.84530508 0.51143661] [ 0.06176598 0.59191894 0.52521642 0.85791741 0.55808831] [ 0.20559362 0.57512537 0.43380014 0.68554248 0.52654752] [ 0.62948754 0.48817764 0.52385309 0.37254973 0.48119937] [ 0.63558429 0.446807 0.49629748 0.49049663 0.30787106] [ 0.39257657 0.53128724 0.32676205 0.63621591 0.41465296] [ 0.61897359 0.53098784 0.35323559 0.43857104 0.42508837] [ 0.32413622 0.57136268 0.55339196 0.603926 0.456312 ] [ 0.33179942 0.43810833 0.41718562 0.8094935 0.49859266] [ 0.33132131 0.62551808 0.44409083 0.66497248 0.4186712 ] [ 0.21205507 0.43904331 0.4761243 0.76796276 0.54337343] [ 0.70809225 0.4109151 0.44510403 0.24254354 0.3563041 ] [ 0.41599842 0.6173362 0.44320107 0.67204968 0.42254139] [ 0.18199187 0.73421754 0.36267466 0.84223058 0.57187556] [ 0.92453104 0.46190801 0.45135456 0.21182341 0.3138494 ] [ 0.50699159 0.61919856 0.64418165 0.60973177 0.55495418] [ 0.48294658 0.42799756 0.37472466 0.48435935 0.36755036] [ 0.15245987 0.71326214 0.31047727 0.80394374 0.55009925] [ 0.66061121 0.55135445 0.35774105 0.49850948 0.48986985] [ 0.79662293 0.50879059 0.51258572 0.32409125 0.31763742] [ 0.91454661 0.35399348 0.49694149 0.20841375 0.28481814] [ 0.43284736 0.5641164 0.51349306 0.5194656 0.48313557] [ 0.79358578 0.48527642 0.62981805 0.21713062 0.37706771] [ 0.31402471 0.59221824 0.36722877 0.77286928 0.4639608 ] [ 0.88620592 0.26301424 0.51502085 0.19086678 0.30416441] [ 0.30944522 0.63692322 0.38948851 0.81435944 0.41827459] [ 0.34880645 0.58897592 0.51165002 0.8673728 0.4712993 ] [ 0.73650569 0.52686445 0.51559551 0.42534572 0.45285328] [ 0.13620669 0.5095956 0.58554614 0.65060814 0.53459288] [ 0.07097783 0.54785496 0.51303484 0.88034977 0.59661563] [ 0.49360921 0.63178527 0.36441409 0.59902902 0.36326925] [ 0.29777429 0.63106768 0.46490651 0.80713795 0.54527389] [ 0.65172409 0.58704489 0.46393529 0.49637192 0.37969566] [ 0.90142633 0.33820899 0.51908366 0.18757832 0.31415189] [ 0.70846559 0.41758855 0.53942594 0.25786874 0.45219662] [ 0.45800375 0.61516518 0.53647957 0.65061538 0.57671138] [ 0.34426337 0.50790855 0.41684061 0.6338736 0.4696345 ] [ 0.64247607 0.47892117 0.41634576 0.51685926 0.54439886] [ 0.12842841 0.48983447 0.47412481 0.83220914 0.52533772] [ 0.3123476 0.66931244 0.48402565 0.7876617 0.58243479] [ 0.8507496 0.36395811 0.60309298 0.22378042 0.39937848] [ 0.82429963 0.47119768 0.60180628 0.23192017 0.36037976] [ 0.43043555 0.49688457 0.53940608 0.68734293 0.59983336] [ 0.68057768 0.37398739 0.62167574 0.44575112 0.4656596 ] [ 0.38774197 0.51818012 0.40350475 0.60743273 0.37201388] [ 0.74494365 0.47237313 0.49853268 0.19210269 0.42500913] [ 0.82133016 0.53705893 0.47632444 0.29242289 0.30519626] [ 0.39925241 0.58768922 0.65268441 0.55838912 0.55422909] [ 0.78473983 0.33605927 0.56498245 0.21347673 0.4410993 ] [ 0.46855525 0.40407409 0.60185368 0.68719538 0.3556632 ] [ 0.28311674 0.64186313 0.47039995 0.61651762 0.41111228] [ 0.49449557 0.55683136 0.46441437 0.66210888 0.38882626] [ 0.79926512 0.31876318 0.59466675 0.19885341 0.33880797] [ 0.08151868 0.56731672 0.48566197 0.87619729 0.51412297] [ 0.51889722 0.44999201 0.49744664 0.48769268 0.44810123] [ 0.29234166 0.48519143 0.6579469 0.69098811 0.48839098] [ 0.52608929 0.54626906 0.4028218 0.51939017 0.48769201] [ 0.59526083 0.48255127 0.46818659 0.51260477 0.34437859] [ 0.79376527 0.38876523 0.52871218 0.26077873 0.43367692] [ 0.61719055 0.49893361 0.5653651 0.39351027 0.4992382 ] [ 0.55725337 0.49281079 0.45160035 0.68781178 0.29269938] [ 0.6540487 0.54150731 0.58405271 0.39236511 0.5454815 ] [ 0.41074618 0.6152683 0.46705226 0.70444883 0.5745373 ] Progress: 22.2% ... Training loss: 0.636 ... Validation loss: 1.102[ 0.72350946 0.40545097 0.58360424 0.32017474 0.34844362] [ 0.23843126 0.44714052 0.388883 0.83064861 0.45316117] [ 0.25692077 0.63187014 0.37632088 0.88609014 0.42292816] [ 0.60100505 0.5251277 0.68283066 0.57288206 0.42541157] [ 0.5039881 0.48804087 0.55206122 0.50211721 0.60126783] [ 0.58399168 0.46704293 0.52516937 0.71666884 0.35880587] [ 0.6015312 0.45246349 0.50572754 0.59050481 0.46246097] [ 0.81922337 0.39710379 0.43128934 0.33645989 0.347078 ] [ 0.73721863 0.55113157 0.47336582 0.34458648 0.46361111] [ 0.65975913 0.50180272 0.47716601 0.4850891 0.43552396] [ 0.55486306 0.44818568 0.55170487 0.74027115 0.41776252] [ 0.4652902 0.52901629 0.45747991 0.45981166 0.51437827] [ 0.19769165 0.55706441 0.47056752 0.89421406 0.54791325] [ 0.49570169 0.56337947 0.4537244 0.51570397 0.40154292] [ 0.46086559 0.50131449 0.45140105 0.42785236 0.29304339] [ 0.42345 0.49853601 0.45681767 0.7577088 0.4509382 ] [ 0.81507137 0.36539675 0.63410165 0.23597495 0.50319023] [ 0.73302097 0.4971559 0.4551049 0.37495178 0.44879255] [ 0.44881408 0.38089058 0.43305591 0.60259325 0.49644592] [ 0.6860991 0.5485914 0.51063271 0.49405895 0.28219417] [ 0.51613239 0.57073817 0.34039644 0.58043044 0.38940523] [ 0.71028015 0.44366767 0.58148517 0.33142525 0.50234768] [ 0.36516047 0.65392717 0.35790202 0.7994712 0.61869634] [ 0.85469007 0.34992355 0.53332588 0.16136307 0.29472167] [ 0.13361906 0.50746915 0.60027273 0.79539743 0.65844409] [ 0.60159622 0.62341471 0.47490833 0.30849643 0.45141826] [ 0.69776038 0.38941064 0.53423526 0.23329541 0.41011037] [ 0.44111525 0.60636002 0.39850559 0.80052243 0.50969813] [ 0.79818458 0.51372805 0.3296824 0.47201712 0.31895484] [ 0.11023914 0.47254232 0.4100815 0.89883861 0.57450081] [ 0.26363798 0.60538114 0.41589692 0.64847315 0.50775685] [ 0.26849369 0.62331278 0.58645183 0.69947581 0.45174789] [ 0.82707236 0.28373416 0.59393851 0.29573422 0.45738168] [ 0.49570707 0.47553422 0.58990156 0.52953688 0.39366437] [ 0.35711612 0.50370327 0.36153611 0.60173266 0.35236019] [ 0.48359763 0.61507634 0.51722482 0.56599312 0.38929086] [ 0.4452442 0.49299385 0.48749859 0.50199504 0.31411222] [ 0.23274777 0.5953784 0.54737515 0.81165189 0.4152879 ] [ 0.53139943 0.53327016 0.49760945 0.43213188 0.45140108] [ 0.29893807 0.5853238 0.50552669 0.65277567 0.62663129] [ 0.2444198 0.55269645 0.4618031 0.81170014 0.64425633] [ 0.8114396 0.25720282 0.54147731 0.25605038 0.37918538] [ 0.38346697 0.43616485 0.59369157 0.59529881 0.43287222] [ 0.16127177 0.67429257 0.46046547 0.77262687 0.42156326] [ 0.73795 0.48071059 0.48054567 0.43317587 0.35696973] [ 0.27041799 0.61007877 0.47280802 0.83643317 0.36626105] [ 0.61284638 0.36407394 0.40824017 0.24176418 0.42848015] [ 0.35570103 0.52065145 0.42606904 0.67515607 0.6281175 ] [ 0.47256224 0.39755921 0.6365049 0.60489547 0.4076815 ] [ 0.79957667 0.35569507 0.60079651 0.1736776 0.45402881] [ 0.29513023 0.64835361 0.44327628 0.70037659 0.4402932 ] [ 0.85367514 0.2830823 0.62499217 0.17290156 0.42436686] [ 0.73142289 0.44472486 0.39441351 0.21589416 0.3675661 ] [ 0.86015129 0.38051019 0.45979725 0.26595023 0.41246222] [ 0.46459777 0.37806114 0.48965471 0.70854034 0.39494632] [ 0.44285322 0.48839418 0.45083479 0.43490458 0.51797239] [ 0.16356045 0.47473228 0.4635161 0.76287255 0.4610748 ] [ 0.15167685 0.53186866 0.47995804 0.8854109 0.62645081] [ 0.8023848 0.33127332 0.6167543 0.25046132 0.43460814] [ 0.6461008 0.53192758 0.44529807 0.42869284 0.3842454 ] [ 0.30666121 0.55281096 0.52966781 0.80339898 0.47345726] [ 0.20152144 0.5510946 0.51095458 0.77633707 0.39974869] [ 0.55164357 0.40219383 0.52029924 0.61237954 0.36219379] [ 0.57769956 0.57414702 0.39821355 0.39876384 0.39427298] [ 0.58861402 0.48521049 0.45659811 0.55004092 0.51175712] [ 0.07175907 0.5207799 0.36935265 0.90137977 0.52500621] [ 0.35510116 0.45589527 0.53306716 0.55716877 0.51945224] [ 0.66463998 0.58809747 0.39201433 0.44067341 0.3865813 ] [ 0.49767062 0.47113336 0.43002909 0.37110855 0.5016337 ] [ 0.65824875 0.4628337 0.57203714 0.6644495 0.41329024] [ 0.76430158 0.4699789 0.67125017 0.40206501 0.31897044] [ 0.35005557 0.54283113 0.4319855 0.75070964 0.5828575 ] [ 0.26704204 0.41162226 0.41982964 0.76880998 0.60452174] [ 0.83726998 0.39606793 0.54942526 0.30370723 0.33825058] [ 0.65196346 0.50738911 0.47487517 0.48978116 0.42401722] [ 0.54972612 0.49904573 0.60733005 0.67552877 0.35212096] [ 0.32427 0.63966949 0.46096923 0.82215179 0.41548883] [ 0.60263053 0.45287891 0.38543628 0.42456421 0.37166271] [ 0.73500542 0.40383964 0.62887458 0.22148361 0.4061688 ] [ 0.47737306 0.34233438 0.56382035 0.63746612 0.5454605 ] [ 0.50998573 0.4886462 0.35260728 0.60182557 0.31197608] [ 0.73001237 0.43407416 0.35231345 0.2557386 0.29287422] [ 0.43930641 0.29900563 0.48224869 0.71515179 0.33076803] [ 0.37605819 0.70525963 0.26006017 0.73342785 0.41117041] [ 0.24938681 0.45800749 0.44384282 0.85697668 0.50393215] [ 0.10367744 0.62917675 0.56282702 0.91211451 0.55632055] [ 0.18972468 0.64247895 0.48836535 0.83574778 0.54390347] [ 0.92340693 0.25640911 0.57527797 0.07862992 0.3885692 ] [ 0.2780969 0.56114847 0.58927771 0.78963466 0.43610627] [ 0.68746726 0.41789591 0.42088207 0.3214465 0.36833744] [ 0.58161975 0.40433971 0.49958796 0.50171136 0.2920235 ] [ 0.49545369 0.63094912 0.43763232 0.60556039 0.39516933] [ 0.3404894 0.6398236 0.41684115 0.60913708 0.5650869 ] [ 0.30585718 0.64848256 0.42262992 0.68618569 0.46034826] [ 0.11267992 0.64378232 0.52874197 0.90414841 0.59676142] [ 0.36331698 0.45292356 0.50821413 0.54187328 0.45425914] [ 0.40247092 0.57508223 0.49889359 0.49764932 0.39867586] [ 0.56336282 0.54047517 0.2556647 0.6221752 0.38301125] [ 0.85144118 0.3659981 0.49611655 0.37173002 0.36495125] [ 0.49611504 0.50314278 0.55244549 0.62206604 0.55260823] [ 0.81393355 0.43593503 0.48582776 0.40852469 0.42223724] [ 0.0614848 0.59296987 0.52477929 0.85842602 0.5585231 ] [ 0.8512761 0.45517655 0.48349733 0.32762705 0.41806438] [ 0.54301345 0.52787236 0.39430024 0.55709797 0.42193718] [ 0.57189766 0.49806829 0.63809419 0.66513156 0.4588886 ] [ 0.47452716 0.41999682 0.58848545 0.67817992 0.48699611] [ 0.39153615 0.45311404 0.39238353 0.53843112 0.38564375] [ 0.30099004 0.52565283 0.41567305 0.72381314 0.57877426] [ 0.52107229 0.42664521 0.40632748 0.49890969 0.34704127] [ 0.21740251 0.61855253 0.52660578 0.82672826 0.61750455] [ 0.71696072 0.48966762 0.50967853 0.49770388 0.51248424] [ 0.38112015 0.43831934 0.5304988 0.76657707 0.32012215] [ 0.41704014 0.48383763 0.62055057 0.73069658 0.46633067] [ 0.45296068 0.49800106 0.55288378 0.74190033 0.35974967] [ 0.84080997 0.44636595 0.42301226 0.37694199 0.36088015] [ 0.83018569 0.37240869 0.56133671 0.31822562 0.39347284] [ 0.32555198 0.46152757 0.40991497 0.86921215 0.44175494] [ 0.50311988 0.62368107 0.52861724 0.70734676 0.47608028] [ 0.74797802 0.43453668 0.51987785 0.23833135 0.36252886] [ 0.57231461 0.62235515 0.44174279 0.6248451 0.3798538 ] [ 0.67754704 0.51641261 0.51615126 0.63153782 0.38767236] [ 0.7844738 0.43755151 0.54487512 0.20117141 0.40712949] [ 0.52067513 0.47977594 0.55184968 0.67976717 0.35308761] [ 0.43049836 0.44720211 0.4419438 0.71770755 0.35450276] [ 0.31601907 0.47773839 0.44769601 0.67969606 0.40039722] [ 0.50919604 0.57393966 0.35973779 0.49904175 0.36678781] [ 0.50147179 0.56020422 0.51907494 0.46741463 0.60152902] [ 0.73593517 0.53713429 0.48419735 0.5695734 0.37932068] Progress: 22.2% ... Training loss: 0.635 ... Validation loss: 1.103[ 0.88528842 0.29474354 0.47829707 0.16965929 0.30061464] [ 0.73067411 0.43374362 0.35243901 0.25532005 0.2927622 ] [ 0.30355705 0.5527792 0.5131427 0.67655943 0.49055121] [ 0.53346606 0.51234208 0.43138996 0.64534416 0.56797585] [ 0.86785152 0.43462615 0.58612038 0.123933 0.42630368] [ 0.83001675 0.4870572 0.57206005 0.31956237 0.41186454] [ 0.43220972 0.58167942 0.38684713 0.68526899 0.56280051] [ 0.6760579 0.43032835 0.5117273 0.37623927 0.45366466] [ 0.51230642 0.62648364 0.3159012 0.71888623 0.39554594] [ 0.08115221 0.51154851 0.38083569 0.92884173 0.53336819] [ 0.7008798 0.52169595 0.34348211 0.47894417 0.43353357] [ 0.46489341 0.45635481 0.48087646 0.45616908 0.44142967] [ 0.88058186 0.34830197 0.42498331 0.12977852 0.24337673] [ 0.20248896 0.71615683 0.44177594 0.84538192 0.50342257] [ 0.28907199 0.46282598 0.40033084 0.74990326 0.52617753] [ 0.30024544 0.65974148 0.28292373 0.79442096 0.51763138] [ 0.38145532 0.59139967 0.51291023 0.54224084 0.58554131] [ 0.48943353 0.60235026 0.34538403 0.40747488 0.410084 ] [ 0.56937146 0.50117698 0.59573077 0.2630209 0.60021083] [ 0.40196883 0.68974808 0.43550663 0.75922034 0.61074715] [ 0.57148454 0.60263961 0.38593012 0.49200399 0.40640151] [ 0.59744609 0.34096902 0.6313565 0.35150569 0.4536641 ] [ 0.17359905 0.63290892 0.34472203 0.82462771 0.50512688] [ 0.67471198 0.41216367 0.53544213 0.32211227 0.44537623] [ 0.29256772 0.50639559 0.4625449 0.82739608 0.47395345] [ 0.48713746 0.33567528 0.38944095 0.64412376 0.35444214] [ 0.51643984 0.54829254 0.6333679 0.46040257 0.47557488] [ 0.53644486 0.41623341 0.57213695 0.68922554 0.43512101] [ 0.73046895 0.43239636 0.55224174 0.29747971 0.33348783] [ 0.82780322 0.4961501 0.54367988 0.3055396 0.34761148] [ 0.22059419 0.57485938 0.35142248 0.89764732 0.41519816] [ 0.74922673 0.3696378 0.5678211 0.36179288 0.37146352] [ 0.61394013 0.38518043 0.54462183 0.62450358 0.40744078] [ 0.43376907 0.46470316 0.48259232 0.59257789 0.35072107] [ 0.41902169 0.48944436 0.52738125 0.69858332 0.42355277] [ 0.70578965 0.50595177 0.54992077 0.48011722 0.42983288] [ 0.59099142 0.39250923 0.54792206 0.57071414 0.40327109] [ 0.62159136 0.51083622 0.57362699 0.39568454 0.46521368] [ 0.63683807 0.36761411 0.62349842 0.56847893 0.39460719] [ 0.65488684 0.45789872 0.48096168 0.47376357 0.51835214] [ 0.39419492 0.67016318 0.38363402 0.80739951 0.41673388] [ 0.72500112 0.48511599 0.49669057 0.29269033 0.36197795] [ 0.40196883 0.68974808 0.43550663 0.75922034 0.61074715] [ 0.35186016 0.51957635 0.38447397 0.6236171 0.42525313] [ 0.6801953 0.3982149 0.51059829 0.41016172 0.2786931 ] [ 0.33342527 0.41700363 0.58681009 0.79582187 0.53899557] [ 0.67965447 0.43705788 0.57350394 0.41757923 0.48463043] [ 0.25521313 0.6549167 0.28078801 0.94522123 0.37523135] [ 0.62644583 0.49095026 0.54505555 0.43979836 0.62688757] [ 0.2654342 0.50836917 0.46846318 0.78807565 0.4610035 ] [ 0.67337882 0.4807404 0.59093827 0.4912717 0.41522444] [ 0.77264142 0.4582411 0.62332745 0.35687803 0.33432331] [ 0.38395 0.45076763 0.6130232 0.73179348 0.44259327] [ 0.70959947 0.51206417 0.31305296 0.39887989 0.33991159] [ 0.35477087 0.42985799 0.44229346 0.83028539 0.40511327] [ 0.58574423 0.62680788 0.41282481 0.55673893 0.41613488] [ 0.76449325 0.4489429 0.39346578 0.44035991 0.54307653] [ 0.89158767 0.4020589 0.50050658 0.16692788 0.25966131] [ 0.20480988 0.68913314 0.36920677 0.92077723 0.46826655] [ 0.72697301 0.37688861 0.51870292 0.3801497 0.46092459] [ 0.41073833 0.54277492 0.40568107 0.32083388 0.51499267] [ 0.46785272 0.55704185 0.4855818 0.76804262 0.39865003] [ 0.37362041 0.57290929 0.51761228 0.56582463 0.40130445] [ 0.81632909 0.30584838 0.5332566 0.27865856 0.47628938] [ 0.61408302 0.45199982 0.54228652 0.61628765 0.37945518] [ 0.59669087 0.37197077 0.58869033 0.53083176 0.43620687] [ 0.77647874 0.44880622 0.54073087 0.18559082 0.46749753] [ 0.79610328 0.44883241 0.51363307 0.41944924 0.30478236] [ 0.14081224 0.55957099 0.43728543 0.90112837 0.44249994] [ 0.36392051 0.4996634 0.42772601 0.69397073 0.61115098] [ 0.17633952 0.59691063 0.34907925 0.84985283 0.48943937] [ 0.35004284 0.45779605 0.617827 0.79138467 0.49156938] [ 0.32986462 0.53273828 0.41444732 0.71650088 0.4043602 ] [ 0.75731831 0.34712578 0.39765442 0.19986055 0.29273653] [ 0.49574724 0.61144918 0.47182132 0.68994747 0.45290757] [ 0.70450661 0.58837516 0.36856894 0.33667812 0.3659493 ] [ 0.84456155 0.30817757 0.38089148 0.14614755 0.300436 ] [ 0.22971198 0.6093781 0.56668746 0.83823155 0.48817783] [ 0.49458544 0.56422741 0.46261696 0.62948203 0.36029741] [ 0.41402179 0.52043369 0.44979041 0.67752684 0.58659641] [ 0.58125591 0.52480653 0.38954956 0.26278449 0.4314707 ] [ 0.31446111 0.48591381 0.61764747 0.66597289 0.5211861 ] [ 0.41686114 0.5546695 0.52870612 0.71004324 0.41760574] [ 0.74043066 0.39407734 0.48596325 0.45087051 0.45800059] [ 0.67744231 0.48990897 0.46474577 0.46501128 0.43120149] [ 0.60962014 0.51821801 0.44729438 0.34480564 0.39585703] [ 0.35801931 0.47317706 0.45497755 0.66902126 0.40548252] [ 0.72588843 0.52446424 0.39160438 0.17636207 0.28933247] [ 0.14447349 0.61976022 0.48108287 0.91709838 0.540052 ] [ 0.6881703 0.53961231 0.49312588 0.3458555 0.38312138] [ 0.39348481 0.54167182 0.46814108 0.62864813 0.44785369] [ 0.69754871 0.38957734 0.53416947 0.2334873 0.41016898] [ 0.84007758 0.46118731 0.54624358 0.25957861 0.43918118] [ 0.50392869 0.48808458 0.55204258 0.50203783 0.60128389] [ 0.50653457 0.47117877 0.62373795 0.62552775 0.4384953 ] [ 0.54297218 0.45543804 0.68823756 0.70416775 0.41663568] [ 0.49610808 0.6496206 0.59825656 0.6055918 0.44381009] [ 0.08815087 0.64096549 0.39274861 0.88844933 0.4883538 ] [ 0.42195379 0.72771634 0.3749656 0.61280273 0.48498749] [ 0.70387312 0.50540497 0.54217094 0.37492384 0.48447741] [ 0.79457873 0.47512545 0.44585129 0.23695722 0.3812129 ] [ 0.90975151 0.32337196 0.30431181 0.22171625 0.25336552] [ 0.83060275 0.41156318 0.53826972 0.32866781 0.48506742] [ 0.1773118 0.59205301 0.42801098 0.85263869 0.45386416] [ 0.42694033 0.45715981 0.51555843 0.58414825 0.38507234] [ 0.44669002 0.50251274 0.47980342 0.71884656 0.37491636] [ 0.83930671 0.35957949 0.57741302 0.17145007 0.42205107] [ 0.49931647 0.55776498 0.47068228 0.76789382 0.35589426] [ 0.78926594 0.45528286 0.51147677 0.41631488 0.39481552] [ 0.79153835 0.38040037 0.5802063 0.22237452 0.43754611] [ 0.58513987 0.37861279 0.53598794 0.61003639 0.28668681] [ 0.65109961 0.43874685 0.38473599 0.44768262 0.37285157] [ 0.28259334 0.64079895 0.42813253 0.68107659 0.52756705] [ 0.71418224 0.28425911 0.59205538 0.2096511 0.39464421] [ 0.32947541 0.59009861 0.5046476 0.71087645 0.43767701] [ 0.45113886 0.55369271 0.44451134 0.60764481 0.51993277] [ 0.30114854 0.62753646 0.49521794 0.7990608 0.44392102] [ 0.60279394 0.39452606 0.59162697 0.38167822 0.36480112] [ 0.74910935 0.48264735 0.46660745 0.34955586 0.44183329] [ 0.64264467 0.51244843 0.54472098 0.46815752 0.43570263] [ 0.90789608 0.37702506 0.66791937 0.1490431 0.31219121] [ 0.30638942 0.49922771 0.52641163 0.69282601 0.59752473] [ 0.58093277 0.66903491 0.3609987 0.57056527 0.45921331] [ 0.35467109 0.45612221 0.5329726 0.55747148 0.51954252] [ 0.23068797 0.57457972 0.46665975 0.85728155 0.45507401] [ 0.61408302 0.45199982 0.54228652 0.61628765 0.37945518] [ 0.83917044 0.4127787 0.52389634 0.18936939 0.36346172] [ 0.42951713 0.59854306 0.46208411 0.75261864 0.49246944] Progress: 22.3% ... Training loss: 0.635 ... Validation loss: 1.110[ 0.88946692 0.3959815 0.53176398 0.27679423 0.34497168] [ 0.66204903 0.55791863 0.41001267 0.54001638 0.43188085] [ 0.49558486 0.55674423 0.464435 0.6617299 0.38882391] [ 0.27293101 0.56179261 0.42865091 0.6885505 0.55663027] [ 0.16292268 0.61262499 0.42392202 0.81211304 0.45011016] [ 0.13005187 0.4922053 0.36402883 0.90700189 0.57691295] [ 0.51827102 0.58805376 0.54338047 0.58439928 0.36615874] [ 0.62356341 0.42269236 0.55523801 0.53806953 0.48902985] [ 0.83515352 0.50270258 0.60167976 0.18973231 0.49837726] [ 0.71852366 0.34177817 0.64611667 0.2715621 0.41103134] [ 0.09909616 0.57194217 0.34268233 0.94949675 0.55051078] [ 0.48941001 0.4922149 0.46464761 0.55291269 0.57199594] [ 0.77094543 0.35282067 0.59995997 0.27592754 0.36306032] [ 0.60671559 0.43511635 0.62680041 0.53267573 0.44005705] [ 0.35781973 0.50357758 0.36157681 0.60146557 0.35232317] [ 0.61164636 0.5943492 0.29434342 0.61052885 0.2869915 ] [ 0.25994266 0.5777193 0.49148087 0.75707399 0.40554329] [ 0.31378893 0.53249987 0.5739943 0.62720989 0.55315781] [ 0.43333312 0.48354929 0.45752555 0.63889176 0.44324977] [ 0.11390665 0.5206592 0.46700522 0.92078939 0.53402842] [ 0.72115634 0.36510882 0.57278579 0.2381609 0.3658575 ] [ 0.54698601 0.42256542 0.53599553 0.65997199 0.33105206] [ 0.42760167 0.53266318 0.53553882 0.80031169 0.42022818] [ 0.68042058 0.5383992 0.41838919 0.41987651 0.36133476] [ 0.84371588 0.37735639 0.58116755 0.22344088 0.43456965] [ 0.35837279 0.60149384 0.40378302 0.63729858 0.42921264] [ 0.82702151 0.38057525 0.50841905 0.24866473 0.41914593] [ 0.33965357 0.67519421 0.40391885 0.85222295 0.56655783] [ 0.26130392 0.74549865 0.26528884 0.80285462 0.52758485] [ 0.78760031 0.28852759 0.34696121 0.27793829 0.36783325] [ 0.42468625 0.60121031 0.56635446 0.6617693 0.51100824] [ 0.77861593 0.38250194 0.47397032 0.18184656 0.31870161] [ 0.69980267 0.52533269 0.54112226 0.51447292 0.39927071] [ 0.63382316 0.33957436 0.64901937 0.49728577 0.45700158] [ 0.4752815 0.67262102 0.35016601 0.70089409 0.28456231] [ 0.39082113 0.55081319 0.50543464 0.57849234 0.48103623] [ 0.22902085 0.64989575 0.40848029 0.60940245 0.58316303] [ 0.58324968 0.50605101 0.43384316 0.47290286 0.49643299] [ 0.31124183 0.56584471 0.50353261 0.73419052 0.38178689] [ 0.47462239 0.40658488 0.49256469 0.53594809 0.40448434] [ 0.40273305 0.54357113 0.43944123 0.76007108 0.47502994] [ 0.73784327 0.3982443 0.47263696 0.19838005 0.23691916] [ 0.20260657 0.53503451 0.51591384 0.81608147 0.4607038 ] [ 0.16741591 0.59954991 0.47256853 0.85799186 0.66393858] [ 0.80352644 0.52865569 0.50285119 0.30880762 0.41838266] [ 0.37785431 0.44895835 0.55357403 0.68071497 0.38563512] [ 0.71862084 0.46062398 0.41647746 0.32787871 0.36480807] [ 0.43403999 0.4747078 0.48994493 0.80573159 0.47109464] [ 0.52199694 0.50602913 0.45027716 0.42905359 0.55487664] [ 0.46726954 0.55006944 0.58177825 0.48233316 0.52589879] [ 0.27807154 0.4978708 0.39282809 0.61780758 0.59195431] [ 0.29809075 0.57542389 0.49150995 0.78088881 0.44810149] [ 0.55869658 0.47450982 0.45670688 0.45803 0.37212322] [ 0.15252352 0.55319047 0.50953768 0.79613319 0.67681227] [ 0.28396253 0.61969317 0.49430987 0.756985 0.53228477] [ 0.69865837 0.55168747 0.59350105 0.37901925 0.46111167] [ 0.26979292 0.57173352 0.58442253 0.70786814 0.57869606] [ 0.58461111 0.61867765 0.44411826 0.64773607 0.54522973] [ 0.60405902 0.57261817 0.47348893 0.43381946 0.44414754] [ 0.1441428 0.5544036 0.5037323 0.87321938 0.45686176] [ 0.24234441 0.58994351 0.55123135 0.82805065 0.61351498] [ 0.76412764 0.34824961 0.60236736 0.31581918 0.49810079] [ 0.88822405 0.29564517 0.70653026 0.14593914 0.37964346] [ 0.38288833 0.58485187 0.51256889 0.79045959 0.46442629] [ 0.50371516 0.5297213 0.46620188 0.53967032 0.41433061] [ 0.87411854 0.35718081 0.58423363 0.13359304 0.30059444] [ 0.79125218 0.35389075 0.53656477 0.24687828 0.47625779] [ 0.23184027 0.54816143 0.46733153 0.77605674 0.56744746] [ 0.80790855 0.42767713 0.40200517 0.49946377 0.31280219] [ 0.73343536 0.43863186 0.50915104 0.37073291 0.41409549] [ 0.59488434 0.52754815 0.57153805 0.50334666 0.45175395] [ 0.45900259 0.49195614 0.56417867 0.52169988 0.45690883] [ 0.7361469 0.41701076 0.58714461 0.31544258 0.5095026 ] [ 0.76579772 0.49911011 0.49388723 0.32171352 0.378316 ] [ 0.51738494 0.40974619 0.51267831 0.73384487 0.32539446] [ 0.41909193 0.58520051 0.48099022 0.71579565 0.58032406] [ 0.37553235 0.54140103 0.34765226 0.66502651 0.41192726] [ 0.88612332 0.35257088 0.48225118 0.23190053 0.30741359] [ 0.69432619 0.53046384 0.48645619 0.38546592 0.55521575] [ 0.4956206 0.57201385 0.49571593 0.53105538 0.58338621] [ 0.13154226 0.61413191 0.47971757 0.87097477 0.5475028 ] [ 0.61033925 0.52970705 0.38559401 0.53190915 0.40969095] [ 0.35884144 0.67088144 0.39072148 0.7313311 0.52875284] [ 0.5597478 0.4668619 0.62831765 0.49375953 0.46346194] [ 0.13737263 0.59622388 0.50986503 0.903538 0.56794145] [ 0.47058678 0.58003394 0.53537339 0.59708515 0.52073014] [ 0.72859974 0.35729359 0.67228244 0.25612413 0.49687129] [ 0.74866285 0.43429428 0.51998331 0.23791524 0.3624238 ] [ 0.92930589 0.28028035 0.62324779 0.09862122 0.35520439] [ 0.22156275 0.68735675 0.31413886 0.87117139 0.52990085] [ 0.76812956 0.56210987 0.36242532 0.49861571 0.3321262 ] [ 0.33047578 0.53253696 0.4145258 0.71620407 0.4042889 ] [ 0.64928622 0.36034936 0.63168911 0.3259391 0.41758154] [ 0.17440951 0.60964908 0.50793129 0.8665871 0.56035644] [ 0.47388989 0.60363376 0.49818142 0.51060315 0.48296405] [ 0.57954243 0.43066671 0.44731164 0.46110158 0.39767009] [ 0.45943099 0.47804705 0.54904036 0.58946361 0.39098445] [ 0.79484706 0.4074668 0.53505549 0.14434748 0.37851322] [ 0.25640157 0.56139784 0.4872472 0.75781904 0.53354212] [ 0.27194235 0.53646739 0.53338437 0.81701437 0.52350808] [ 0.2921533 0.41613831 0.483989 0.80361375 0.45902959] [ 0.42667048 0.57457887 0.50006436 0.67746611 0.55288421] [ 0.81768686 0.44428625 0.49674633 0.42424709 0.37660575] [ 0.15736695 0.61387249 0.41080638 0.86076546 0.45059141] [ 0.33373261 0.63887005 0.50861824 0.67591113 0.53388582] [ 0.20164128 0.67791472 0.41880141 0.73989191 0.46647165] [ 0.16284039 0.63706411 0.53854269 0.8751506 0.48007212] [ 0.15607807 0.58228984 0.44758708 0.87268218 0.52915535] [ 0.66870898 0.60169839 0.37755888 0.44431326 0.44491556] [ 0.72535897 0.47164872 0.4645876 0.36129672 0.43456787] [ 0.31185872 0.46041874 0.39808563 0.78403637 0.37179845] [ 0.46265468 0.47426449 0.40497597 0.6834014 0.35512143] [ 0.63921719 0.42796511 0.61313348 0.28212055 0.53505149] [ 0.40823 0.53602068 0.50728522 0.6101427 0.54169799] [ 0.77724882 0.34152285 0.58993662 0.31729674 0.37204093] [ 0.76672226 0.460544 0.57399178 0.30906799 0.38976355] [ 0.73871119 0.55144032 0.45274267 0.38274574 0.3220592 ] [ 0.71191471 0.51627366 0.41123069 0.30235928 0.34597313] [ 0.37202477 0.5431235 0.38408393 0.76729134 0.35818938] [ 0.90786034 0.37711377 0.66788812 0.14903567 0.31222001] [ 0.87838067 0.32469763 0.66542786 0.22743467 0.42024989] [ 0.50868569 0.49783924 0.45306981 0.4572632 0.41760986] [ 0.75684113 0.29327266 0.58121215 0.36130945 0.4201162 ] [ 0.5814843 0.46651557 0.50721152 0.38425823 0.42370279] [ 0.19449571 0.59395257 0.48826216 0.86469771 0.48165551] [ 0.31895764 0.63049343 0.39191546 0.70107504 0.44937384] [ 0.55238062 0.58727327 0.39322375 0.54459879 0.42303281] [ 0.48116122 0.39888338 0.5518486 0.63989904 0.42768191] Progress: 22.4% ... Training loss: 0.635 ... Validation loss: 1.115[ 0.26406618 0.53303349 0.60427423 0.72044466 0.41534852] [ 0.73307758 0.46327582 0.41338164 0.26359964 0.26978198] [ 0.45839778 0.44964714 0.45152523 0.60005031 0.40333521] [ 0.83740301 0.32358913 0.40592146 0.16835841 0.31007216] [ 0.72359771 0.49470717 0.58868231 0.42130876 0.44291013] [ 0.50845919 0.55606336 0.42246124 0.67013701 0.43110017] [ 0.42159657 0.45679644 0.52645199 0.69838862 0.52947212] [ 0.27170333 0.60272742 0.39246421 0.67676941 0.37180877] [ 0.22003688 0.60309962 0.4906323 0.85094799 0.51228163] [ 0.32576466 0.43862488 0.61373311 0.71519852 0.56766263] [ 0.8317442 0.36494675 0.59724994 0.34776597 0.35433905] [ 0.32347953 0.57933791 0.4589279 0.52000759 0.36423038] [ 0.56484769 0.42019231 0.54358035 0.54895074 0.50452816] [ 0.46820398 0.5249455 0.55024369 0.57232105 0.44270237] [ 0.26004135 0.55952688 0.50245302 0.8564878 0.48965129] [ 0.75279696 0.41451098 0.44589934 0.31114753 0.44005053] [ 0.44120091 0.49026398 0.37948538 0.67580229 0.41749921] [ 0.87139699 0.38605023 0.3704439 0.20858162 0.35875426] [ 0.33158635 0.59711762 0.37641373 0.73039387 0.4730208 ] [ 0.16031845 0.5322279 0.48338379 0.84309086 0.45088017] [ 0.64736648 0.36047501 0.5066018 0.31869986 0.5344302 ] [ 0.70641978 0.5875825 0.36886885 0.33542858 0.36564275] [ 0.75586986 0.54941298 0.49867158 0.33836996 0.3954325 ] [ 0.66883226 0.46021173 0.40444595 0.40362418 0.292482 ] [ 0.83271664 0.34633755 0.58026593 0.23332047 0.38948153] [ 0.36979497 0.72312082 0.42618731 0.8017411 0.54044305] [ 0.61393896 0.50088058 0.4257407 0.58352811 0.47859968] [ 0.60480122 0.57236074 0.47359854 0.43336097 0.44404217] [ 0.55599379 0.54683508 0.52265406 0.45676184 0.60299267] [ 0.77776837 0.43447238 0.5431351 0.30463978 0.43770893] [ 0.85544016 0.34409451 0.46914039 0.11550481 0.2806843 ] [ 0.61242396 0.57674056 0.37176491 0.4610318 0.35623305] [ 0.56288274 0.68093164 0.30143145 0.61812989 0.39747951] [ 0.22909793 0.61851096 0.43119258 0.55869614 0.45530731] [ 0.27371047 0.67188689 0.41489826 0.80590083 0.41371429] [ 0.31925577 0.65229518 0.39554806 0.71218453 0.48719818] [ 0.5552508 0.43268342 0.62526871 0.51477473 0.55855528] [ 0.25041695 0.51747665 0.53371103 0.797065 0.46522134] [ 0.75656737 0.45012806 0.36579629 0.37460529 0.3297295 ] [ 0.60469479 0.47719687 0.55308145 0.72081003 0.39879922] [ 0.55925327 0.36223844 0.6113102 0.301793 0.48250132] [ 0.67341646 0.40540135 0.45072561 0.34399554 0.24892241] [ 0.3762845 0.54109663 0.34776753 0.6646306 0.41181007] [ 0.07832933 0.59016479 0.39066419 0.91042308 0.47769616] [ 0.53196393 0.45380622 0.43547731 0.51240912 0.42554228] [ 0.12136249 0.61713599 0.36594328 0.91647125 0.65029514] [ 0.74273493 0.4479164 0.58098941 0.36129592 0.37201666] [ 0.42334673 0.57973084 0.41974461 0.68475035 0.32771482] [ 0.11252231 0.58409731 0.41316667 0.89226987 0.55657302] [ 0.07336754 0.52148078 0.34562355 0.92516066 0.53605711] [ 0.40946276 0.59273181 0.30958412 0.70487234 0.38534003] [ 0.65513361 0.41755287 0.4785237 0.44382481 0.49369534] [ 0.68217885 0.69333313 0.44129663 0.62684167 0.39233143] [ 0.72541723 0.48656704 0.57273648 0.22481168 0.5643394 ] [ 0.49295583 0.39384711 0.41762399 0.5533885 0.56957905] [ 0.29212295 0.60454783 0.34507894 0.51957228 0.5121248 ] [ 0.62940854 0.43729068 0.56066371 0.53051994 0.45915874] [ 0.3425913 0.48672284 0.61084098 0.68013875 0.50445063] [ 0.69391094 0.3776996 0.45704192 0.40101557 0.36424306] [ 0.38667302 0.478546 0.53056023 0.55042009 0.44176265] [ 0.72502076 0.41872623 0.36090565 0.40817416 0.49148958] [ 0.65041286 0.38209869 0.64436427 0.35635236 0.54112493] [ 0.57938124 0.4030548 0.5453965 0.67404459 0.32518444] [ 0.22552443 0.63658786 0.45061415 0.83678625 0.62325624] [ 0.72360218 0.40444821 0.57446104 0.37052211 0.33045202] [ 0.23400777 0.42540021 0.44453692 0.77453826 0.50932025] [ 0.68550677 0.59468179 0.48581154 0.43530083 0.39287347] [ 0.49793454 0.60416098 0.52847831 0.71480381 0.33272442] [ 0.60753642 0.46246967 0.47592802 0.46985709 0.40193246] [ 0.46026169 0.44323791 0.48802269 0.61974826 0.63110758] [ 0.73893226 0.43597563 0.59728961 0.17613218 0.43604448] [ 0.21626466 0.64062938 0.51018343 0.87349412 0.61087609] [ 0.17321713 0.7453371 0.36199309 0.81521985 0.54919937] [ 0.64110757 0.50888881 0.49974668 0.51300964 0.51088884] [ 0.43477944 0.64303626 0.36688113 0.75935101 0.41272037] [ 0.59065585 0.4698131 0.54254165 0.34957521 0.42090485] [ 0.14417205 0.47498018 0.58173797 0.91181805 0.64936311] [ 0.50041902 0.56230949 0.58451722 0.49107416 0.52317835] [ 0.81884115 0.3642895 0.54091916 0.1514172 0.4506792 ] [ 0.54054002 0.32565006 0.4727636 0.59772475 0.37034369] [ 0.86820496 0.27696835 0.62984354 0.11534845 0.45048018] [ 0.51387696 0.48604004 0.5876438 0.6344475 0.36984891] [ 0.16800633 0.50229207 0.52575664 0.77495064 0.49192434] [ 0.85570009 0.44359341 0.55304588 0.16400929 0.36488202] [ 0.7637238 0.39297138 0.58776278 0.23091364 0.36786226] [ 0.33509415 0.48100714 0.58101225 0.6631104 0.40611162] [ 0.74730557 0.52518725 0.58672247 0.45818699 0.33903239] [ 0.75979458 0.39060735 0.57389176 0.37642411 0.3982036 ] [ 0.53329724 0.52732254 0.51021375 0.38730875 0.49835279] [ 0.67626763 0.40278713 0.5649189 0.48600007 0.3671547 ] [ 0.59326712 0.4598594 0.35520269 0.46630587 0.40088578] [ 0.44847191 0.70745457 0.36946947 0.74351904 0.43528135] [ 0.25557979 0.55917811 0.38733687 0.73957843 0.38192786] [ 0.47889319 0.38107841 0.49746737 0.69923182 0.41127466] [ 0.33100362 0.5041208 0.54681926 0.7772152 0.52466822] [ 0.13942118 0.64515843 0.49142531 0.88887095 0.55801768] [ 0.72318602 0.40679158 0.58708256 0.39139161 0.43469652] [ 0.53402778 0.46309114 0.49582487 0.61250747 0.36423848] [ 0.3023693 0.59337556 0.4647199 0.7302284 0.54403979] [ 0.17486723 0.60485963 0.40727994 0.81892959 0.47726301] [ 0.32730233 0.46298274 0.58360604 0.6407363 0.61184314] [ 0.40137664 0.51938466 0.38192138 0.63190416 0.51102325] [ 0.75665426 0.37558159 0.45636526 0.41340948 0.30402463] [ 0.62280362 0.45190112 0.62538746 0.48353599 0.42702179] [ 0.76033548 0.42521461 0.52776692 0.41263919 0.31893209] [ 0.8707545 0.46202839 0.48429124 0.22419434 0.36378204] [ 0.90539799 0.52229347 0.46396577 0.27158214 0.33776518] [ 0.72645148 0.40019009 0.35800343 0.39795731 0.33319501] [ 0.69296806 0.4031602 0.47147349 0.35691052 0.37154527] [ 0.80789925 0.33361088 0.57548532 0.28591692 0.33468593] [ 0.76636604 0.29916496 0.59629855 0.35055809 0.45906492] [ 0.49443868 0.55334188 0.4535218 0.35166185 0.54590171] [ 0.56293827 0.59232894 0.36982202 0.53426756 0.35260421] [ 0.73296205 0.4368962 0.55069993 0.23115097 0.40268446] [ 0.62717277 0.37957267 0.46397517 0.32599934 0.460439 ] [ 0.69256866 0.40149576 0.42754929 0.68140019 0.40071427] [ 0.67428994 0.45038864 0.43214168 0.58815937 0.5278008 ] [ 0.36201171 0.60058011 0.36088282 0.60782279 0.42067429] [ 0.49064164 0.48013328 0.53899803 0.58275973 0.4867257 ] [ 0.28677427 0.68618064 0.39363797 0.86596267 0.49859224] [ 0.44366445 0.36814168 0.56375177 0.5279251 0.37317574] [ 0.53245169 0.38399732 0.48932346 0.5882577 0.29012306] [ 0.468116 0.35513818 0.63416915 0.70013585 0.45952123] [ 0.39683575 0.58777754 0.46257573 0.56839729 0.53328142] [ 0.59104234 0.35415098 0.63953945 0.56303249 0.44587134] [ 0.15431075 0.5807408 0.4663097 0.82680183 0.60896668] [ 0.6977315 0.5925594 0.50342572 0.56784836 0.30922986] [ 0.53894168 0.53561034 0.36556447 0.56879736 0.34038302] Progress: 22.4% ... Training loss: 0.635 ... Validation loss: 1.119[ 0.77025181 0.41605276 0.6522484 0.16573792 0.49662183] [ 0.35820806 0.58855884 0.34365016 0.66792515 0.48297838] [ 0.70465746 0.45666803 0.50477757 0.30259022 0.45465407] [ 0.54512445 0.43442595 0.46880337 0.57963708 0.35564356] [ 0.07878991 0.58962011 0.39089969 0.91019913 0.47747231] [ 0.5605264 0.58961619 0.36432452 0.59626484 0.36946163] [ 0.63791361 0.33801059 0.50215534 0.42176748 0.44514393] [ 0.37464522 0.44973718 0.48545721 0.60262708 0.5087775 ] [ 0.4609364 0.57701802 0.45041703 0.55974558 0.35504558] [ 0.1326073 0.46231181 0.37562426 0.86392805 0.49210726] [ 0.88703191 0.35351322 0.57576509 0.18135242 0.39951728] [ 0.41486492 0.34896596 0.66668407 0.67671141 0.55592957] [ 0.14172246 0.55216154 0.48078774 0.78961633 0.61329554] [ 0.52219619 0.45893804 0.53360559 0.47936195 0.492363 ] [ 0.64654255 0.40388373 0.44005499 0.69143288 0.2805266 ] [ 0.09912856 0.63812442 0.49133498 0.92575389 0.65330195] [ 0.31755896 0.5615944 0.51785518 0.81335749 0.4837921 ] [ 0.76210973 0.47875017 0.54336751 0.18250467 0.41795005] [ 0.60605221 0.60055239 0.48602004 0.51258133 0.37287533] [ 0.71131294 0.47589178 0.43080257 0.29341368 0.31269822] [ 0.73371851 0.41546713 0.3664951 0.33752836 0.35915952] [ 0.79108157 0.43555817 0.53383531 0.15149096 0.40074128] [ 0.49099995 0.62872673 0.32846516 0.50402134 0.39415169] [ 0.69283077 0.45380509 0.43691453 0.43497206 0.377157 ] [ 0.6544469 0.4732536 0.48339865 0.37033096 0.48362317] [ 0.72297268 0.31005433 0.47555927 0.28240939 0.38066703] [ 0.33943249 0.38644858 0.68586087 0.56509184 0.52937975] [ 0.20034074 0.71541348 0.36683906 0.86356601 0.49975447] [ 0.46687664 0.58345834 0.63951689 0.5393048 0.50983697] [ 0.77908108 0.41969994 0.55301545 0.41705507 0.37193023] [ 0.37378985 0.44928626 0.4561567 0.5499106 0.46705358] [ 0.52303474 0.42616821 0.40652298 0.49787788 0.3468723 ] [ 0.31409813 0.66146423 0.30414123 0.6823426 0.48532955] [ 0.56285719 0.57276047 0.51743446 0.54161274 0.39027686] [ 0.84128748 0.51399291 0.4288995 0.33598647 0.37919151] [ 0.4466136 0.48872996 0.55760698 0.5219292 0.52891791] [ 0.25753686 0.67244321 0.47672633 0.64126891 0.53757456] [ 0.73754375 0.34169279 0.39973655 0.35404778 0.45224147] [ 0.86964488 0.4412629 0.54586106 0.20147912 0.37125221] [ 0.14810363 0.42145454 0.41376142 0.83351494 0.45214321] [ 0.44523296 0.51045283 0.56121309 0.78947451 0.44614033] [ 0.16302031 0.52329285 0.6128235 0.90338057 0.62374859] [ 0.70678907 0.53795027 0.47408587 0.46457862 0.31197308] [ 0.4259288 0.40850379 0.47627963 0.46772657 0.55448007] [ 0.32454407 0.56332165 0.46294795 0.56037796 0.45413761] [ 0.43448091 0.48321702 0.45767007 0.63827852 0.44311731] [ 0.61991301 0.47850371 0.59378871 0.30375297 0.57003274] [ 0.53459241 0.35790566 0.60643308 0.38511599 0.53637402] [ 0.517029 0.5118525 0.41194595 0.632829 0.53768215] [ 0.38033517 0.69557888 0.42049389 0.65530014 0.47224857] [ 0.41391722 0.52320231 0.49069515 0.57593416 0.40141441] [ 0.89784222 0.36779212 0.61245541 0.30390169 0.42038238] [ 0.23764591 0.63913267 0.49731476 0.76649404 0.57049442] [ 0.78829511 0.35344663 0.57306023 0.33197183 0.43296055] [ 0.56945843 0.43046478 0.47601288 0.54260042 0.48557617] [ 0.50467588 0.57344874 0.58262641 0.57125207 0.47440487] [ 0.53890104 0.30931918 0.5528172 0.74254785 0.42570956] [ 0.72733161 0.59158014 0.43354855 0.4329836 0.41786457] [ 0.70142605 0.44543434 0.61721989 0.32412605 0.47389638] [ 0.17586565 0.64125654 0.3722298 0.78603561 0.45198242] [ 0.34677396 0.53847958 0.51814826 0.78922436 0.61076608] [ 0.54659518 0.49722813 0.63395411 0.38215419 0.37116264] [ 0.64869725 0.39151472 0.65843903 0.3383548 0.36704529] [ 0.31534298 0.51116272 0.51774484 0.77153181 0.50349862] [ 0.62360647 0.41152357 0.62361755 0.28806821 0.54408968] [ 0.38316146 0.60779787 0.43431908 0.67688869 0.4825913 ] [ 0.57718442 0.49858441 0.61691596 0.49549031 0.41435723] [ 0.64730138 0.48621788 0.50590718 0.29608137 0.45352908] [ 0.6494155 0.44875234 0.52104602 0.3078575 0.459391 ] [ 0.60469859 0.39216542 0.42526851 0.53130236 0.42992836] [ 0.51648377 0.43289843 0.48488928 0.35512843 0.45453632] [ 0.49147357 0.60051049 0.32382054 0.44924758 0.32671763] [ 0.84964237 0.48575059 0.65435538 0.12148329 0.45732859] [ 0.81025038 0.44760101 0.34675701 0.31998048 0.31952483] [ 0.70007125 0.43965643 0.44847964 0.42659138 0.43987401] [ 0.269588 0.56527695 0.51320645 0.85071839 0.42679223] [ 0.20940094 0.56459597 0.47132443 0.82596171 0.3918786 ] [ 0.56765444 0.43531104 0.33651752 0.48948297 0.49835911] [ 0.21131935 0.50433714 0.53861332 0.88886384 0.59750929] [ 0.58107438 0.60118682 0.45322321 0.46536728 0.27772714] [ 0.21892371 0.49284283 0.5637534 0.70575127 0.44716483] [ 0.76514106 0.46969243 0.671353 0.40146659 0.31887143] [ 0.51760368 0.39818798 0.55242851 0.45453953 0.60450916] [ 0.19946597 0.5458302 0.45025748 0.84019361 0.43273303] [ 0.29463138 0.63806557 0.57868375 0.85430994 0.60542144] [ 0.5354981 0.47101508 0.47831263 0.51671251 0.28451926] [ 0.5036029 0.4471502 0.55653539 0.51593009 0.55584182] [ 0.59746266 0.4415945 0.56019342 0.55360347 0.32439822] [ 0.87996796 0.36988945 0.4897043 0.22377392 0.33687429] [ 0.61214951 0.53239674 0.32573584 0.87871878 0.36997291] [ 0.25319852 0.56523451 0.60732634 0.78432023 0.51008699] [ 0.80055712 0.25869436 0.46879429 0.25233492 0.37490237] [ 0.60942019 0.53490049 0.65822786 0.50218529 0.47106273] [ 0.85326605 0.28350116 0.6247989 0.17302695 0.42454472] [ 0.69114623 0.30086534 0.52547197 0.40960954 0.57576253] [ 0.69501872 0.66351076 0.45390096 0.65031976 0.43463769] [ 0.40432495 0.59334015 0.52402731 0.76018356 0.43866661] [ 0.44903798 0.43255048 0.53005913 0.72121133 0.43140449] [ 0.83943883 0.418352 0.46279541 0.23924616 0.41523736] [ 0.60163481 0.46918685 0.44431482 0.46395624 0.42122183] [ 0.53923171 0.62414311 0.49642701 0.5491161 0.49534635] [ 0.59626529 0.46123047 0.43508804 0.66381607 0.31280129] [ 0.70099153 0.43557559 0.55683605 0.31382972 0.37214614] [ 0.36198994 0.63976991 0.36914069 0.68722761 0.50334586] [ 0.47291032 0.65294555 0.43563565 0.57416089 0.42442429] [ 0.1618692 0.63300147 0.46370239 0.90295754 0.34637779] [ 0.80255448 0.41040193 0.48989567 0.4792945 0.37117525] [ 0.72164961 0.57621211 0.45363329 0.3290966 0.38547559] [ 0.70094475 0.36902541 0.62769706 0.5663193 0.42408868] [ 0.28490516 0.49067311 0.47062585 0.60956201 0.48868783] [ 0.2330323 0.5070022 0.5023454 0.81367529 0.51387479] [ 0.87195447 0.36789382 0.473205 0.25657808 0.38745501] [ 0.76879428 0.56178754 0.36255409 0.49815006 0.33200062] [ 0.82082424 0.39536729 0.47790133 0.33988122 0.39358047] [ 0.35716735 0.69048144 0.40286693 0.82425971 0.49935423] [ 0.34840298 0.63616314 0.44422404 0.61685856 0.41258489] [ 0.54711855 0.53842231 0.36861928 0.53998186 0.50044993] [ 0.83657682 0.49819442 0.39459792 0.33512131 0.39099001] [ 0.27654165 0.63569885 0.5638235 0.71554513 0.50292944] [ 0.4917427 0.54608642 0.49196899 0.46397954 0.48820488] [ 0.34924164 0.48727397 0.57796962 0.73008368 0.48666799] [ 0.50139431 0.53057448 0.47384767 0.44339098 0.54874348] [ 0.60907456 0.62741147 0.46868117 0.56682613 0.46726036] [ 0.74359325 0.30477709 0.50927175 0.37517134 0.35190446] [ 0.49874797 0.41651156 0.5287563 0.5456359 0.30597296] [ 0.80340974 0.36749053 0.59387728 0.18944315 0.45176571] [ 0.75726001 0.41078172 0.45000657 0.33002423 0.43048268] [ 0.44901163 0.53784437 0.40496756 0.62854238 0.52892467] Progress: 22.4% ... Training loss: 0.634 ... Validation loss: 1.117[ 0.6486052 0.46949409 0.67490752 0.37645416 0.45617355] [ 0.58216905 0.44154277 0.41680248 0.61398452 0.35051649] [ 0.3494306 0.5550406 0.55901013 0.78450843 0.55970514] [ 0.18996715 0.59704917 0.63017527 0.74106363 0.61144252] [ 0.38210303 0.57350346 0.31774033 0.49989424 0.40095818] [ 0.40528766 0.60459707 0.31783561 0.54951154 0.37803855] [ 0.67060027 0.56348623 0.55561389 0.44041105 0.43790107] [ 0.40264926 0.41921275 0.45504896 0.73697748 0.34221832] [ 0.31091295 0.67033415 0.41179141 0.86978375 0.54891665] [ 0.40545753 0.51579638 0.34205192 0.56397623 0.45227142] [ 0.52418917 0.64845714 0.475239 0.44592127 0.46791222] [ 0.38165674 0.48064522 0.44519162 0.72317762 0.35992716] [ 0.30984513 0.50110341 0.59354045 0.80493505 0.5141057 ] [ 0.87803285 0.38418304 0.44873191 0.16316665 0.30209055] [ 0.69109995 0.37249973 0.4976945 0.29625018 0.36733195] [ 0.85239943 0.38027299 0.54336361 0.24999436 0.35950996] [ 0.85864813 0.38295354 0.60390835 0.17119421 0.36637888] [ 0.45514181 0.47643694 0.45881504 0.54543164 0.40556874] [ 0.41468962 0.52017097 0.44989926 0.67724189 0.58649535] [ 0.60841676 0.44202751 0.53111477 0.36754152 0.45161791] [ 0.48742713 0.35149084 0.61439348 0.72722777 0.47711316] [ 0.19231467 0.61299821 0.41592697 0.84748195 0.54167976] [ 0.69972049 0.43173422 0.61160683 0.52579312 0.40893107] [ 0.76861151 0.4566679 0.58918142 0.38453621 0.37918138] [ 0.32948 0.63551774 0.35606874 0.71126048 0.50857415] [ 0.44248139 0.55518808 0.52242301 0.64472161 0.42956514] [ 0.36761288 0.63132386 0.53796075 0.71708485 0.46465228] [ 0.61090639 0.46262642 0.44753537 0.34455943 0.39371151] [ 0.21678309 0.51531031 0.4419058 0.8398246 0.45219852] [ 0.79776236 0.33216728 0.54189044 0.22197202 0.32112262] [ 0.56830003 0.36615625 0.50583894 0.75380694 0.37672352] [ 0.12802863 0.59906014 0.46688476 0.8119163 0.60300726] [ 0.79462545 0.35180834 0.54846006 0.30595432 0.3501753 ] [ 0.8090271 0.48639414 0.45931789 0.17825551 0.31240108] [ 0.16515975 0.43211668 0.41228609 0.90257517 0.54403933] [ 0.66983471 0.45501254 0.36693572 0.5256452 0.31497477] [ 0.70189428 0.53342791 0.39343923 0.38907259 0.47997008] [ 0.87385807 0.47368392 0.5588566 0.35539075 0.3804738 ] [ 0.70791995 0.46037193 0.63849627 0.33094448 0.4260627 ] [ 0.50675475 0.56818835 0.34447376 0.56899022 0.34443613] [ 0.1979311 0.7108593 0.40246663 0.78143878 0.53592547] [ 0.61740618 0.46626232 0.65492524 0.39013225 0.51361989] [ 0.20199629 0.56477933 0.44638392 0.79416053 0.51754239] [ 0.72814646 0.5035719 0.43631665 0.50381611 0.37115605] [ 0.25025506 0.51504941 0.40049325 0.6686955 0.44563212] [ 0.6526737 0.54639635 0.62263155 0.52972749 0.37661551] [ 0.90724323 0.32650768 0.58300246 0.15491375 0.33304894] [ 0.57463935 0.73080357 0.35866766 0.79233147 0.48704098] [ 0.53971489 0.57788868 0.67122974 0.54868329 0.49009913] [ 0.40723288 0.44535013 0.5139171 0.55907814 0.38043383] [ 0.22553443 0.54593333 0.48466923 0.83936974 0.4871698 ] [ 0.11947416 0.55345376 0.59321512 0.83983965 0.61383671] [ 0.2236937 0.63773185 0.33181076 0.80394569 0.56420275] [ 0.15926004 0.62331426 0.43177881 0.85868283 0.42226043] [ 0.2214106 0.55591532 0.47402927 0.71491382 0.53996508] [ 0.58674658 0.44133598 0.61533343 0.5263699 0.37347773] [ 0.32510134 0.5206017 0.53728618 0.68160267 0.47358274] [ 0.33882225 0.49176185 0.41279659 0.54330105 0.61609685] [ 0.70234685 0.54429378 0.45229983 0.4863351 0.34874582] [ 0.47221969 0.50917592 0.57406988 0.66997661 0.40488328] [ 0.35846207 0.53422016 0.4976237 0.55874507 0.47641166] [ 0.29859481 0.545539 0.44026413 0.83467012 0.49689317] [ 0.39146977 0.6119155 0.56227918 0.55604071 0.51873868] [ 0.46191468 0.49033475 0.41626138 0.56007314 0.4810045 ] [ 0.41160462 0.50128353 0.47446445 0.61218064 0.45142395] [ 0.5771269 0.39750761 0.58195407 0.31953042 0.45299759] [ 0.56314457 0.37746199 0.58105513 0.27214118 0.53991137] [ 0.6037015 0.39457004 0.43334428 0.47440149 0.50599278] [ 0.26548102 0.6753947 0.43605243 0.73629524 0.55861155] [ 0.71914698 0.31668549 0.62697756 0.26560119 0.39782062] [ 0.65974213 0.4794956 0.43953622 0.35050414 0.32134806] [ 0.69718855 0.36824011 0.57702197 0.39269622 0.430951 ] [ 0.69060471 0.53170785 0.4955667 0.41437784 0.55475973] [ 0.21384231 0.53454764 0.47623327 0.82877113 0.43172983] [ 0.34722067 0.55532907 0.52679851 0.77545308 0.53870282] [ 0.68629723 0.50419042 0.54542003 0.35691617 0.37573688] [ 0.33185614 0.52081383 0.55835518 0.64806125 0.59760154] [ 0.20391342 0.55139108 0.4506084 0.84973466 0.49818682] [ 0.70044574 0.43581074 0.55674172 0.31419869 0.37221623] [ 0.48796617 0.60800046 0.31480353 0.59458268 0.40407724] [ 0.25888923 0.58599659 0.53373833 0.69802009 0.51886546] [ 0.34937224 0.65831633 0.47376792 0.75193227 0.47877778] [ 0.23977645 0.62885205 0.43614104 0.73636197 0.47821819] [ 0.77342297 0.39179123 0.47471541 0.32031103 0.42149684] [ 0.67532728 0.34345712 0.50625634 0.22375582 0.36654736] [ 0.20449916 0.59538237 0.3661474 0.64897059 0.4632539 ] [ 0.3236252 0.6548669 0.50393066 0.68429781 0.62780463] [ 0.4751395 0.45852977 0.60944058 0.46886507 0.55171874] [ 0.28436179 0.68915563 0.26064437 0.82522308 0.56084002] [ 0.233897 0.69775804 0.31807912 0.79731697 0.47345109] [ 0.83939825 0.31898944 0.45416559 0.19762974 0.31227179] [ 0.87365195 0.43766202 0.6511403 0.19807144 0.45548552] [ 0.40649481 0.69972451 0.43338084 0.7617579 0.50608239] [ 0.34273156 0.45312149 0.47123245 0.68881406 0.63819382] [ 0.49710804 0.36320922 0.62139453 0.5761569 0.41112681] [ 0.49440052 0.65240883 0.44416212 0.69232295 0.40656131] [ 0.70798742 0.47521362 0.6192058 0.4111816 0.38178483] [ 0.50794025 0.48379896 0.62571568 0.41552693 0.47776162] [ 0.4723186 0.56455748 0.45046499 0.45176961 0.47520103] [ 0.14026776 0.57250056 0.50823044 0.89896977 0.67932376] [ 0.56274775 0.41176414 0.65199494 0.65478931 0.36359068] [ 0.13864991 0.72791412 0.38124507 0.82782155 0.60665821] [ 0.72206756 0.52519941 0.55392723 0.48947653 0.40210047] [ 0.53774682 0.53248412 0.6174827 0.38920502 0.52444232] [ 0.19606829 0.60598411 0.31633379 0.87062504 0.57524409] [ 0.17818174 0.5958221 0.34950327 0.8490424 0.48900161] [ 0.3879546 0.67643313 0.32023626 0.83139761 0.33420754] [ 0.24895973 0.56321283 0.56993395 0.86907958 0.51118481] [ 0.56852514 0.54120408 0.48243083 0.47727261 0.38651882] [ 0.36487849 0.47412578 0.59393287 0.73809471 0.41591966] [ 0.20786514 0.56427659 0.53534009 0.82736595 0.46417728] [ 0.54082072 0.52630637 0.53214164 0.40210718 0.3445919 ] [ 0.11762313 0.57801727 0.5431702 0.78113626 0.59807739] [ 0.52574245 0.3858939 0.56255868 0.65934429 0.43199534] [ 0.68670653 0.39515577 0.50157139 0.45077369 0.42502928] [ 0.62257956 0.45198734 0.62535596 0.48368661 0.42703715] [ 0.48933246 0.56747526 0.47994252 0.37486526 0.3778572 ] [ 0.25534784 0.55071426 0.55376692 0.74909842 0.44254645] [ 0.32599227 0.54976768 0.57218478 0.77096803 0.53477216] [ 0.14788318 0.61719796 0.48218439 0.91603991 0.53901969] [ 0.76128751 0.35711933 0.5667241 0.42044159 0.44861938] [ 0.82400259 0.47138505 0.60173298 0.23195727 0.36041261] [ 0.8119399 0.30275036 0.65490668 0.1918735 0.44999174] [ 0.39819031 0.48406019 0.55965681 0.67409188 0.43483008] [ 0.20526465 0.55992146 0.52255657 0.83774377 0.47692225] [ 0.66359232 0.39630816 0.38885725 0.53240068 0.43155631] [ 0.55794788 0.43677586 0.4858784 0.5506022 0.28011742] [ 0.88189481 0.44926523 0.5835828 0.1301829 0.33150269] Progress: 22.5% ... Training loss: 0.634 ... Validation loss: 1.106[ 0.26283251 0.4833264 0.46411102 0.77375263 0.38206552] [ 0.44667321 0.4836242 0.4537105 0.37858386 0.48342702] [ 0.64936335 0.33242444 0.54283318 0.53007849 0.32288823] [ 0.90783793 0.29026987 0.45979427 0.12264277 0.33934837] [ 0.66097793 0.58652066 0.47746854 0.41696044 0.56303937] [ 0.64405877 0.52811737 0.36844362 0.30559845 0.3118464 ] [ 0.85158816 0.38107391 0.60842021 0.18198578 0.45548364] [ 0.6729559 0.43775262 0.57924215 0.29105461 0.47131499] [ 0.33705897 0.60281227 0.4400002 0.75168844 0.38726564] [ 0.64145931 0.44469414 0.65106174 0.45730762 0.34422881] [ 0.86860081 0.33199437 0.42666077 0.14585257 0.30125612] [ 0.77993263 0.37771235 0.42654083 0.3516869 0.42638755] [ 0.24622294 0.70813631 0.42294081 0.82265891 0.49985623] [ 0.7634362 0.37009734 0.51721254 0.33364629 0.42613858] [ 0.71354176 0.45845311 0.4193581 0.41336374 0.47077915] [ 0.70440772 0.40408307 0.60214099 0.25094694 0.49527765] [ 0.64653314 0.33555557 0.57522584 0.45238659 0.44256233] [ 0.20817251 0.49285603 0.44314954 0.84736222 0.57277653] [ 0.76154377 0.49574388 0.41504016 0.29524991 0.2696581 ] [ 0.43541735 0.57636342 0.60951321 0.60391444 0.59002044] [ 0.35142791 0.41336781 0.43346804 0.74189269 0.55201264] [ 0.16754669 0.76092873 0.32978807 0.86066718 0.5811488 ] [ 0.08518196 0.64109951 0.55128322 0.88676716 0.62952204] [ 0.53410684 0.49611944 0.46300167 0.40823084 0.42450617] [ 0.43099105 0.46220162 0.52567783 0.49776332 0.54491154] [ 0.64936335 0.33242444 0.54283318 0.53007849 0.32288823] [ 0.65522663 0.52059362 0.48839342 0.25074156 0.4579827 ] [ 0.60152472 0.41370373 0.57951171 0.49386821 0.39015641] [ 0.71264975 0.57767932 0.62755193 0.55279052 0.3810706 ] [ 0.15299399 0.69732628 0.43074405 0.93832143 0.62397238] [ 0.58404334 0.51863097 0.44776378 0.67182742 0.42633261] [ 0.8817309 0.42066763 0.5878928 0.15581523 0.42585981] [ 0.64268891 0.56481747 0.44085409 0.61506799 0.39696389] [ 0.90241112 0.33690538 0.51965276 0.18635316 0.31363933] [ 0.21495519 0.4846015 0.59412791 0.70826373 0.45143416] [ 0.40948253 0.52561234 0.36634218 0.77661392 0.30483155] [ 0.64289572 0.62220323 0.37409198 0.47491854 0.28020902] [ 0.58515632 0.52509273 0.65838902 0.41634799 0.51287444] [ 0.59477603 0.4781088 0.54259856 0.47106768 0.62523207] [ 0.8039763 0.44904507 0.63874036 0.25879062 0.41695357] [ 0.70685379 0.34583987 0.51396737 0.37333341 0.41602248] [ 0.42059321 0.58209394 0.4475664 0.63898247 0.49273906] [ 0.65760513 0.51444146 0.37700634 0.49456354 0.32920959] [ 0.44569867 0.43889892 0.52439816 0.33025762 0.48550324] [ 0.48734845 0.51524574 0.42436393 0.63833374 0.57898139] [ 0.54618907 0.52036332 0.4504983 0.36630451 0.35193948] [ 0.73273032 0.50763535 0.45754028 0.45191897 0.44866104] [ 0.9151267 0.27348029 0.53774627 0.10930599 0.38514179] [ 0.23333999 0.63299166 0.43043119 0.76779287 0.43790206] [ 0.4076138 0.42579377 0.58931758 0.65490061 0.38936292] [ 0.75095806 0.44154221 0.52943494 0.34959679 0.46540238] [ 0.57336886 0.36834575 0.64712488 0.56157161 0.48026812] [ 0.4092844 0.42223279 0.55462831 0.72370828 0.45028245] [ 0.40691176 0.46921437 0.39584941 0.44765817 0.49086732] [ 0.51302717 0.50977423 0.66271511 0.61660101 0.38262578] [ 0.69887719 0.4289154 0.44610161 0.12757236 0.34672613] [ 0.26334278 0.64153905 0.46708829 0.88463125 0.51068289] [ 0.30196666 0.39407187 0.43606788 0.52010254 0.70196251] [ 0.26974949 0.56776613 0.45025669 0.87046506 0.51562709] [ 0.58705212 0.46048786 0.54617834 0.35989714 0.43943674] [ 0.67179039 0.32391795 0.56246823 0.44873558 0.51365387] [ 0.86642063 0.27257555 0.54655485 0.13729344 0.37183121] [ 0.78115785 0.36181495 0.48153254 0.29613903 0.32036155] [ 0.60297002 0.34974401 0.57418098 0.38959631 0.44741968] [ 0.45883611 0.42834101 0.58585926 0.6595138 0.46688459] [ 0.52117391 0.5163267 0.51511666 0.54773829 0.60658865] [ 0.29260061 0.47020547 0.49820122 0.59149576 0.41267588] [ 0.30676505 0.59551901 0.33530248 0.82552157 0.39128541] [ 0.34837168 0.56141424 0.37512292 0.72812879 0.3941265 ] [ 0.42488248 0.72694906 0.37531555 0.61102464 0.48462238] [ 0.60170698 0.39041984 0.48278622 0.61214424 0.48559976] [ 0.45992128 0.53558342 0.51343075 0.85320903 0.41864787] [ 0.83365193 0.34824919 0.49581279 0.20684263 0.39456112] [ 0.50407658 0.56213833 0.40583477 0.57344262 0.46237567] [ 0.76811127 0.36546298 0.60022511 0.19211841 0.47117769] [ 0.87333164 0.32464672 0.44597254 0.3215525 0.38268481] [ 0.90796855 0.39550345 0.54566731 0.13152514 0.37710947] [ 0.66981677 0.54257345 0.25601765 0.50606985 0.3217652 ] [ 0.80710143 0.43048701 0.54777229 0.31513429 0.27347655] [ 0.64845039 0.4358738 0.58345839 0.43209668 0.51323406] [ 0.55740189 0.55214353 0.56968776 0.52673954 0.35999485] [ 0.5386667 0.46664795 0.48727431 0.32472904 0.39933543] [ 0.881509 0.31261119 0.60990506 0.14387056 0.40906786] [ 0.71563271 0.58425279 0.51265036 0.46102556 0.44021298] [ 0.62228635 0.41203246 0.62341811 0.28881262 0.54426772] [ 0.53938563 0.53570041 0.4933043 0.42166944 0.54146911] [ 0.80730328 0.50026449 0.58549953 0.30085046 0.50392718] [ 0.31385731 0.63113389 0.30021689 0.60345098 0.41417841] [ 0.39438949 0.38545907 0.50596992 0.66272793 0.43092047] [ 0.74224108 0.55465657 0.43609242 0.4192457 0.32328678] [ 0.18748475 0.41318939 0.52548026 0.87573192 0.65358897] [ 0.37266969 0.44988351 0.4558986 0.5505214 0.46729691] [ 0.696536 0.42005793 0.56325255 0.29443224 0.52468705] [ 0.30636173 0.39804658 0.5245856 0.79065765 0.53647835] [ 0.37701001 0.49452354 0.49647591 0.81187707 0.37179665] [ 0.32230415 0.5130464 0.38841207 0.70501612 0.5918893 ] [ 0.75570659 0.46932964 0.54974638 0.31864514 0.52951442] [ 0.8606234 0.45447087 0.52014372 0.20932201 0.3625496 ] [ 0.7189458 0.52960678 0.50690964 0.48976781 0.42591972] [ 0.61279405 0.4839648 0.41572397 0.45029423 0.37496086] [ 0.40815132 0.59253945 0.3557457 0.68827763 0.35997247] [ 0.82388861 0.46111709 0.47289505 0.35709901 0.31247905] [ 0.45880993 0.46068947 0.62932448 0.67454792 0.34101725] [ 0.6663949 0.44544562 0.52185458 0.50605315 0.38535864] [ 0.37451121 0.60472832 0.54417567 0.61989399 0.65249556] [ 0.64182905 0.48985 0.56081863 0.47956178 0.55476046] [ 0.43724435 0.49334181 0.5204548 0.70172438 0.38655908] [ 0.66011991 0.4180423 0.41164069 0.37141938 0.54086644] [ 0.23239225 0.49306988 0.43677062 0.58972472 0.76163575] [ 0.33559953 0.57163028 0.47425438 0.78452767 0.33154778] [ 0.54817451 0.35242823 0.52933727 0.35530373 0.47807423] [ 0.43826984 0.41502992 0.44449116 0.61891713 0.38303671] [ 0.72438891 0.36203286 0.3535845 0.40587431 0.31463335] [ 0.61009726 0.5202792 0.42152115 0.43149919 0.40626719] [ 0.20418034 0.61237859 0.52791793 0.78158279 0.5015865 ] [ 0.75846429 0.4882584 0.46576255 0.39861609 0.36473482] [ 0.61377481 0.35499168 0.50799777 0.56757872 0.30578229] [ 0.4702514 0.45204319 0.4936843 0.72944612 0.34936117] [ 0.40436704 0.42303643 0.58594948 0.71071166 0.48448304] [ 0.70436889 0.33578929 0.51272339 0.34460016 0.54478527] [ 0.17990552 0.56958505 0.51867406 0.87091781 0.5647402 ] [ 0.57231582 0.42812496 0.57547708 0.6311019 0.33400771] [ 0.71461337 0.40915508 0.53565867 0.2570174 0.36896696] [ 0.87505236 0.42185337 0.59856109 0.1999372 0.43954936] [ 0.41757492 0.49226613 0.57607676 0.61645786 0.61420428] [ 0.37877341 0.68536087 0.52625847 0.6406026 0.6285326 ] [ 0.17528924 0.55148178 0.47162282 0.92342801 0.60758005] [ 0.71807789 0.41883886 0.51182506 0.3636418 0.48085495] Progress: 22.6% ... Training loss: 0.633 ... Validation loss: 1.109[ 0.68225034 0.4933664 0.52074679 0.19490332 0.35536903] [ 0.90024191 0.28214413 0.5270186 0.25745918 0.35189291] [ 0.90094501 0.39599491 0.57369543 0.19599251 0.29571271] [ 0.56772015 0.47478474 0.53664536 0.54868816 0.59515074] [ 0.48178473 0.52288927 0.51328914 0.72571262 0.31422294] [ 0.76669372 0.44914902 0.52011406 0.33773807 0.32590376] [ 0.18955761 0.56985916 0.46871398 0.83252615 0.50520434] [ 0.2103532 0.61840771 0.33580226 0.83698137 0.43298949] [ 0.57583654 0.5475503 0.41943106 0.69879927 0.51162927] [ 0.88341416 0.36451612 0.68627965 0.20183697 0.37024994] [ 0.31323011 0.50043479 0.50855577 0.75106887 0.37383425] [ 0.73592786 0.43101235 0.38393697 0.40934867 0.32028158] [ 0.40696282 0.43444919 0.42146017 0.79404378 0.3524838 ] [ 0.40086967 0.60644997 0.31227233 0.73158566 0.35052077] [ 0.31150221 0.56611381 0.50342651 0.73418485 0.38189229] [ 0.86738705 0.45296881 0.63245329 0.19015629 0.38882533] [ 0.16457 0.60368735 0.48960289 0.84598244 0.5920709 ] [ 0.3869117 0.46241934 0.48684924 0.69304746 0.43585272] [ 0.1860189 0.53352028 0.41669001 0.87544762 0.51640469] [ 0.18167487 0.65654741 0.45574177 0.77625546 0.50554836] [ 0.68133148 0.44950918 0.49709717 0.25195376 0.45767805] [ 0.19230829 0.61916334 0.42540688 0.82064693 0.61224997] [ 0.61750442 0.51367642 0.32285041 0.5416188 0.38275194] [ 0.69496111 0.45418496 0.46018691 0.37943178 0.40552234] [ 0.48329878 0.57218591 0.60292712 0.69872842 0.4852083 ] [ 0.33885776 0.58859548 0.51627744 0.62938474 0.4755085 ] [ 0.33223128 0.55490782 0.5116062 0.65555223 0.58436582] [ 0.27742194 0.56268662 0.5043743 0.75225951 0.63020004] [ 0.33501426 0.43734987 0.41747814 0.80850076 0.49833807] [ 0.37480707 0.55964736 0.47808735 0.55941298 0.45357421] [ 0.5378347 0.62861555 0.38834219 0.62812907 0.40073573] [ 0.34435726 0.511479 0.62539653 0.51004506 0.47584661] [ 0.67610025 0.41386037 0.56361437 0.44228396 0.40790375] [ 0.18026121 0.60046241 0.53001784 0.90575255 0.61764744] [ 0.63189384 0.6065434 0.40672336 0.55972156 0.36001712] [ 0.77514846 0.3439615 0.49831459 0.2576476 0.38148741] [ 0.45130453 0.66416186 0.41973038 0.70969967 0.39829889] [ 0.74474318 0.51411614 0.6008698 0.40846068 0.37547079] [ 0.53849791 0.45202056 0.49584402 0.64370864 0.30136172] [ 0.36201822 0.54573567 0.45223875 0.7028569 0.38212834] [ 0.61095492 0.43117128 0.57677716 0.66885806 0.40843132] [ 0.81010122 0.48364912 0.51420537 0.48231347 0.3778647 ] [ 0.28446335 0.44858847 0.51807374 0.61792101 0.60572894] [ 0.56429661 0.37571907 0.54316761 0.34988729 0.52929958] [ 0.32855953 0.55414965 0.62599002 0.74160388 0.48555743] [ 0.54967694 0.61607132 0.5687744 0.52631572 0.46595173] [ 0.40064727 0.65435356 0.44294413 0.5979194 0.50115231] [ 0.36303211 0.56691259 0.57742943 0.57630489 0.53176574] [ 0.70094389 0.57061646 0.35956411 0.5004196 0.40751639] [ 0.66374119 0.55727601 0.41026266 0.53878621 0.43164902] [ 0.26352721 0.5225556 0.40817245 0.79824716 0.3828853 ] [ 0.56112315 0.54262399 0.50670129 0.52222662 0.39959957] [ 0.53056728 0.49849906 0.46467617 0.82081118 0.33755803] [ 0.56284296 0.45018681 0.4073277 0.64404184 0.45206256] [ 0.64683605 0.38176819 0.36876617 0.34175185 0.41201495] [ 0.55010395 0.37655463 0.57650033 0.74536043 0.43291427] [ 0.46619887 0.46620433 0.5306484 0.66104764 0.61122447] [ 0.74978877 0.34795402 0.50141772 0.31797686 0.41649497] [ 0.41618719 0.52157873 0.51728036 0.78922724 0.55003563] [ 0.39164034 0.54838085 0.39215916 0.58301869 0.52659739] [ 0.24774829 0.44214969 0.60199158 0.77954231 0.43697213] [ 0.80352318 0.56364644 0.50307039 0.33818584 0.45717105] [ 0.87925171 0.41044299 0.53286804 0.24234099 0.32791385] [ 0.14546265 0.5180848 0.51811582 0.87382938 0.52190579] [ 0.67034983 0.31634122 0.57025864 0.21260237 0.3901693 ] [ 0.66760023 0.48773699 0.44050942 0.40316557 0.39583266] [ 0.64562661 0.56243043 0.59195416 0.38389209 0.52036879] [ 0.56578372 0.49277938 0.44550616 0.48876361 0.47193451] [ 0.2028485 0.40209187 0.45218301 0.82146116 0.62221429] [ 0.64400813 0.4347121 0.62359871 0.23301564 0.36088809] [ 0.09029059 0.54321235 0.43706107 0.84591484 0.57922518] [ 0.82957155 0.41941269 0.5430127 0.20290688 0.40709154] [ 0.50542054 0.37189959 0.45473692 0.45985379 0.54276231] [ 0.71835524 0.32591786 0.47348147 0.1871095 0.39706817] [ 0.65491502 0.4986987 0.51424608 0.39842203 0.27971072] [ 0.83047296 0.3595807 0.55560904 0.16205906 0.37519617] [ 0.47574432 0.53791835 0.48581846 0.67721532 0.52074278] [ 0.54994191 0.44487309 0.58302499 0.49372349 0.43689251] [ 0.26262252 0.7009484 0.36691848 0.89102906 0.47120538] [ 0.45416666 0.55185654 0.43805824 0.44058649 0.40613613] [ 0.41238842 0.47637665 0.4944412 0.55890355 0.51340899] [ 0.55311623 0.55950346 0.49498557 0.31794529 0.41083744] [ 0.23470392 0.52254865 0.37561346 0.7944589 0.45365978] [ 0.53028545 0.55289241 0.53396968 0.38363593 0.53470914] [ 0.39234127 0.5319624 0.32650992 0.63646053 0.41493991] [ 0.81338921 0.34239322 0.45927767 0.18367882 0.34561756] [ 0.69456984 0.40055722 0.42794739 0.68027133 0.40034825] [ 0.52232358 0.48697807 0.45783791 0.71533925 0.35978344] [ 0.7130678 0.42514771 0.38935039 0.28934255 0.33312732] [ 0.63389638 0.50980284 0.61949161 0.39795247 0.42224351] [ 0.12457193 0.69945195 0.45420143 0.86528837 0.55104771] [ 0.14989792 0.52042483 0.55757771 0.85586669 0.66825437] [ 0.69495649 0.55328926 0.30599939 0.50433126 0.36586784] [ 0.34258238 0.61290054 0.50696157 0.57644776 0.56522634] [ 0.75715485 0.3504992 0.55261501 0.28393175 0.4598217 ] [ 0.53663706 0.40531958 0.44986909 0.59422922 0.30076846] [ 0.74124886 0.55028691 0.55274807 0.48264108 0.35410021] [ 0.49017464 0.47321544 0.5804232 0.6779918 0.43172563] [ 0.59302287 0.59755757 0.3606201 0.48687175 0.35886468] [ 0.91609232 0.48123334 0.49596364 0.2191464 0.31843696] [ 0.68832202 0.45176517 0.44615947 0.3338759 0.43818824] [ 0.35812738 0.62882844 0.55057233 0.70849566 0.43263891] [ 0.78093751 0.51422753 0.39373449 0.3156803 0.29592914] [ 0.5371609 0.554217 0.49620366 0.6747943 0.47612621] [ 0.73135099 0.41026822 0.5535083 0.21128746 0.37415239] [ 0.83466869 0.45697235 0.58638899 0.20719005 0.48237411] [ 0.5502971 0.60607382 0.52214797 0.6415468 0.34971337] [ 0.49365445 0.46976986 0.607715 0.6148734 0.3528095 ] [ 0.4691804 0.56870124 0.54394422 0.65366012 0.44382946] [ 0.17419883 0.60562216 0.40696047 0.81933089 0.4775977 ] [ 0.80176044 0.51138559 0.33051391 0.46877707 0.31817688] [ 0.41278603 0.63924749 0.51673688 0.51422765 0.40059389] [ 0.24262702 0.60891234 0.59695505 0.68810628 0.65344001] [ 0.15410181 0.47831264 0.46062295 0.83184642 0.56770937] [ 0.64173651 0.62650781 0.50838918 0.4438454 0.44005321] [ 0.18642452 0.70330639 0.40555721 0.73509491 0.51342301] [ 0.09401552 0.62409228 0.44185153 0.91627958 0.53306103] [ 0.62645207 0.52235235 0.34847955 0.48029781 0.27784578] [ 0.22948983 0.7058477 0.41763588 0.84120997 0.41151205] [ 0.26179625 0.55890173 0.50271616 0.85594642 0.48942735] [ 0.56035208 0.5246233 0.45350637 0.59546353 0.34567764] [ 0.47891267 0.55773661 0.35080173 0.78386073 0.52191578] [ 0.61246803 0.3822642 0.53832559 0.55781599 0.57000108] [ 0.46114256 0.46403656 0.50025827 0.51288183 0.42401868] [ 0.58687646 0.56122709 0.62204267 0.53350548 0.452625 ] [ 0.50605892 0.50500446 0.57691071 0.40615834 0.43249789] [ 0.41985241 0.48311577 0.62081792 0.72967974 0.46606551] [ 0.54535614 0.33124065 0.54407369 0.48592992 0.34212353] Progress: 22.6% ... Training loss: 0.633 ... Validation loss: 1.102[ 0.14322543 0.55599071 0.5030601 0.87375087 0.45751872] [ 0.86084318 0.52480238 0.44442659 0.30808527 0.30971434] [ 0.34749928 0.40948523 0.4371226 0.68361464 0.39824141] [ 0.82843722 0.52660736 0.49422975 0.26684551 0.33897789] [ 0.26511512 0.57365768 0.33967874 0.80908553 0.48565824] [ 0.74352332 0.31839835 0.40574544 0.29379019 0.45638487] [ 0.86475145 0.2908822 0.48146385 0.17075835 0.32812193] [ 0.17901261 0.72469639 0.30625225 0.84531555 0.49726105] [ 0.14503037 0.47767576 0.41811356 0.85511986 0.46028342] [ 0.20097896 0.63663076 0.50363821 0.65716762 0.48662084] [ 0.14350153 0.72147932 0.44780074 0.82330054 0.46324704] [ 0.55957296 0.5249885 0.45335028 0.5957352 0.34581132] [ 0.81726925 0.38684549 0.5932987 0.23409399 0.41290191] [ 0.6533771 0.53300548 0.54688651 0.46117186 0.37085114] [ 0.58397696 0.6229973 0.49756943 0.48662469 0.36488824] [ 0.5104051 0.51914945 0.44626369 0.72261165 0.47776411] [ 0.52236057 0.64397569 0.52882043 0.58080613 0.50587556] [ 0.7613397 0.35163848 0.45021883 0.18374794 0.36992172] [ 0.13007815 0.63969268 0.50053189 0.90854488 0.61527507] [ 0.32500339 0.46440116 0.58302781 0.6421357 0.61236479] [ 0.18630605 0.6377958 0.45236568 0.7788607 0.4139404 ] [ 0.56909763 0.43469913 0.33673049 0.48835835 0.49815954] [ 0.74655753 0.47077016 0.52712618 0.31696014 0.41644141] [ 0.5581538 0.46422403 0.58618536 0.34886522 0.43767698] [ 0.37474754 0.50061159 0.47076153 0.62405394 0.40910477] [ 0.42802478 0.57456846 0.53806661 0.66366682 0.47993485] [ 0.46172562 0.48607512 0.52447299 0.50623242 0.59149095] [ 0.78528736 0.36061497 0.57813669 0.22337651 0.44881345] [ 0.28879497 0.56848452 0.6041211 0.84606344 0.47983713] [ 0.44365056 0.56731404 0.28790524 0.73151869 0.42741219] [ 0.70136513 0.3850254 0.72054721 0.40830484 0.43375831] [ 0.2240304 0.60306359 0.33254575 0.75944692 0.50397492] [ 0.3567014 0.52989148 0.59164954 0.81987908 0.43856186] [ 0.41896329 0.55558732 0.61076366 0.4550077 0.5249733 ] [ 0.65875456 0.40459202 0.63230017 0.47422307 0.46564757] [ 0.30037899 0.52994844 0.30405713 0.85612499 0.55082602] [ 0.19311099 0.61864872 0.32272222 0.78929301 0.51108213] [ 0.25734101 0.67430232 0.36478174 0.82861171 0.48641332] [ 0.19468625 0.43902387 0.37269656 0.81431934 0.42179661] [ 0.23389175 0.64841901 0.46744119 0.87999939 0.32264783] [ 0.64168098 0.42764673 0.48166012 0.35957779 0.34715498] [ 0.44952586 0.46866797 0.54346399 0.64799205 0.43250572] [ 0.56908182 0.45545072 0.59991688 0.47667568 0.37471971] [ 0.49479584 0.54551863 0.35262822 0.58879743 0.37723868] [ 0.54486204 0.3757235 0.65062482 0.53717651 0.41662634] [ 0.26509717 0.58729385 0.46382979 0.69876568 0.46058904] [ 0.79102026 0.3893735 0.66289376 0.15293116 0.48830555] [ 0.15615001 0.54905033 0.47455012 0.8482464 0.59253368] [ 0.22015313 0.60173369 0.33474143 0.85800009 0.33970757] [ 0.62602381 0.49103156 0.49354726 0.48527594 0.35791091] [ 0.17145478 0.52594791 0.46695691 0.88207633 0.58368743] [ 0.25705156 0.58687165 0.58282872 0.80832701 0.58659226] [ 0.86650748 0.38236964 0.53015725 0.17584277 0.41657988] [ 0.19705901 0.64030842 0.37643265 0.7196392 0.4984434 ] [ 0.82841452 0.35666925 0.49022458 0.22002792 0.30821304] [ 0.33316927 0.5709179 0.54146436 0.546782 0.42088847] [ 0.57349237 0.67123014 0.42371985 0.69019547 0.41717498] [ 0.7492614 0.54252685 0.60345779 0.43519771 0.42135073] [ 0.13962992 0.61982657 0.33731195 0.8946875 0.46495729] [ 0.17192718 0.63190027 0.39018981 0.79252584 0.42628523] [ 0.44063287 0.63287308 0.38976755 0.67306906 0.55831818] [ 0.59302861 0.4637756 0.36684545 0.4368683 0.33152895] [ 0.68991853 0.54488593 0.54258375 0.56601471 0.40239568] [ 0.19030754 0.67712333 0.3654389 0.86180205 0.52608877] [ 0.41656275 0.48526638 0.46711995 0.80292981 0.3793212 ] [ 0.68797363 0.54553228 0.47091901 0.38253533 0.40731058] [ 0.19816504 0.66608155 0.40366074 0.77862694 0.41570319] [ 0.28437952 0.60019239 0.47313874 0.81781917 0.48592841] [ 0.42043087 0.60556023 0.43643045 0.58973311 0.43429518] [ 0.691229 0.46792027 0.60766605 0.65360287 0.36922269] [ 0.46665301 0.46526366 0.55105867 0.73838864 0.4908251 ] [ 0.09476211 0.63306408 0.43531927 0.92411666 0.53097422] [ 0.25010206 0.55972271 0.50925814 0.86027524 0.47396482] [ 0.50399762 0.45571792 0.4533507 0.61514185 0.30358125] [ 0.51194614 0.58779341 0.41582239 0.51358955 0.52412125] [ 0.61164595 0.61944557 0.41182591 0.71922743 0.46439589] [ 0.82673129 0.37935253 0.5201489 0.35099132 0.39678796] [ 0.8698301 0.42864641 0.49034188 0.23240988 0.34812687] [ 0.43322004 0.3236758 0.45447612 0.71338786 0.39898483] [ 0.53941285 0.46334813 0.50515668 0.50529759 0.46679006] [ 0.38006473 0.5012018 0.48951148 0.79923825 0.3787136 ] [ 0.85049426 0.46627228 0.57133767 0.20019716 0.42437869] [ 0.31972473 0.57712795 0.43816615 0.8097158 0.48420673] [ 0.79547787 0.4434551 0.52861514 0.25031621 0.38979766] [ 0.3885803 0.62460855 0.49613624 0.78842188 0.48780638] [ 0.8029895 0.30500133 0.53382295 0.28322669 0.42141372] [ 0.72897276 0.36593274 0.52993271 0.20353651 0.39768553] [ 0.44787597 0.60589587 0.44997751 0.62832126 0.50599936] [ 0.75988725 0.54648801 0.51493726 0.32276423 0.40735574] [ 0.46653764 0.40266844 0.5496128 0.43124996 0.66726091] [ 0.60918065 0.47934581 0.42706598 0.37907822 0.49582437] [ 0.13262094 0.70982366 0.43653159 0.79336571 0.50862567] [ 0.47904846 0.38458062 0.51333057 0.37062356 0.71724317] [ 0.58687872 0.56117121 0.62206448 0.53318275 0.45259059] [ 0.34946192 0.43778019 0.64719622 0.63484032 0.53353476] [ 0.42970463 0.409901 0.63526875 0.72103259 0.48977623] [ 0.69880537 0.55911055 0.41629927 0.38571334 0.5164637 ] [ 0.42156864 0.52533441 0.48798431 0.61411885 0.5759872 ] [ 0.25402781 0.44641981 0.57597233 0.7585019 0.61603049] [ 0.4596101 0.67162283 0.42443475 0.67660766 0.44316187] [ 0.45749058 0.39270601 0.44282132 0.73541214 0.56359688] [ 0.63125629 0.6453152 0.36879581 0.53927968 0.46710309] [ 0.32779084 0.58802099 0.45193515 0.64494053 0.38440076] [ 0.27420839 0.45075856 0.39195491 0.74591943 0.53755384] [ 0.47761847 0.52824453 0.40105416 0.6134297 0.4930381 ] [ 0.49835227 0.42792274 0.63893739 0.59346502 0.51547155] [ 0.23284343 0.46731142 0.50479187 0.77374833 0.45823205] [ 0.45974145 0.42390791 0.38296361 0.55211732 0.37254939] [ 0.45001913 0.59126786 0.42986372 0.52470039 0.54288595] [ 0.66133767 0.41614269 0.50103655 0.39680855 0.54139785] [ 0.66661084 0.41779635 0.55251899 0.28042757 0.45243917] [ 0.13280823 0.53745961 0.45381713 0.87856908 0.46918204] [ 0.69403758 0.31905986 0.44066127 0.38660818 0.38813899] [ 0.30441906 0.60473426 0.34071516 0.67429686 0.46526079] [ 0.23916265 0.49581371 0.575788 0.76079285 0.35895337] [ 0.62872557 0.36291986 0.62810747 0.49652033 0.30681504] [ 0.20995307 0.50320946 0.60516215 0.82515375 0.60540235] [ 0.81264409 0.49130905 0.3520689 0.47963998 0.25456984] [ 0.28476572 0.53374039 0.56120433 0.82112679 0.44909078] [ 0.74445953 0.47705991 0.55751838 0.51345134 0.4227016 ] [ 0.74314437 0.43627279 0.51100218 0.3740347 0.51843225] [ 0.23401251 0.41552152 0.51060696 0.73682933 0.59414085] [ 0.20063838 0.58365762 0.48428771 0.74866135 0.56928076] [ 0.45985714 0.68729474 0.47236522 0.62614916 0.39744927] [ 0.23579574 0.57280083 0.31741854 0.7880308 0.62506102] [ 0.55523386 0.52233206 0.51508993 0.41638481 0.36650142] [ 0.75748146 0.53328268 0.42057913 0.33573986 0.28808591] [ 0.51789289 0.6686783 0.48102438 0.60929418 0.36776822] Progress: 22.6% ... Training loss: 0.633 ... Validation loss: 1.094[ 0.50158704 0.4177698 0.49730085 0.60190491 0.37041387] [ 0.42832207 0.45880842 0.64054732 0.59530243 0.39238504] [ 0.49221025 0.63296222 0.36389502 0.59955564 0.36380842] [ 0.41197462 0.6813058 0.3328688 0.68699298 0.46846459] [ 0.84595663 0.46798451 0.5951688 0.13808303 0.45782379] [ 0.60984257 0.56916943 0.5318887 0.62705813 0.32688608] [ 0.63631012 0.51207233 0.39691319 0.51312362 0.31379404] [ 0.60602471 0.39352556 0.65987847 0.46493806 0.38516355] [ 0.58732131 0.54398586 0.4425886 0.57782988 0.42233917] [ 0.30797377 0.64946653 0.50113737 0.55850536 0.51228625] [ 0.43014193 0.60759847 0.3458563 0.62346653 0.36107752] [ 0.79918492 0.38213966 0.58299542 0.14670569 0.46281153] [ 0.25249614 0.6484397 0.35106606 0.8425096 0.43638534] [ 0.14799308 0.55626334 0.46737885 0.78752727 0.54115143] [ 0.31283765 0.59400701 0.36648722 0.77359512 0.46478771] [ 0.08199647 0.62803743 0.35696864 0.90478973 0.54247341] [ 0.63677886 0.46942266 0.39117331 0.29233711 0.39327823] [ 0.51726421 0.42514895 0.53968796 0.52112167 0.43789857] [ 0.26871201 0.49760707 0.4321779 0.68031427 0.41857035] [ 0.71399607 0.42548543 0.5335908 0.46734313 0.34114408] [ 0.48860733 0.60555276 0.38872542 0.71193738 0.35301483] [ 0.73890476 0.41599372 0.49420706 0.23454602 0.43253844] [ 0.73217833 0.32242706 0.49639351 0.27578758 0.47851314] [ 0.76907717 0.42553197 0.4352287 0.31784734 0.37024843] [ 0.65853444 0.49955369 0.54103128 0.37464635 0.55305545] [ 0.5701802 0.50705363 0.51451105 0.26393579 0.36097457] [ 0.5724465 0.48796569 0.45317271 0.72456675 0.29156683] [ 0.23801269 0.50206802 0.52436638 0.72793465 0.67091778] [ 0.79974264 0.39106964 0.65985311 0.39887378 0.34382245] [ 0.5923943 0.4061071 0.56270302 0.45050068 0.4815272 ] [ 0.70032968 0.52284947 0.2851569 0.54739456 0.32591256] [ 0.83752971 0.38724968 0.46294894 0.3332827 0.36940979] [ 0.53596047 0.4666702 0.51871979 0.42062002 0.55065431] [ 0.5793886 0.49433913 0.53825375 0.754086 0.48213398] [ 0.82392888 0.38703437 0.54975214 0.21094098 0.29420534] [ 0.46724183 0.60329084 0.29805393 0.68136494 0.38462554] [ 0.04031004 0.62718841 0.41666375 0.95817154 0.65549497] [ 0.64141334 0.3912601 0.57889174 0.38677802 0.37375261] [ 0.58840576 0.53043981 0.55475721 0.43548808 0.33188398] [ 0.50757418 0.46901417 0.52407013 0.43614291 0.47237185] [ 0.4967538 0.37860315 0.59270282 0.55630276 0.58546492] [ 0.3385638 0.56389571 0.26177029 0.8058704 0.49267896] [ 0.72495014 0.47722508 0.50216107 0.3308408 0.3238637 ] [ 0.12962562 0.61971242 0.44861568 0.79269733 0.52937202] [ 0.4792665 0.44820278 0.52408313 0.7181996 0.3588192 ] [ 0.23874705 0.65819969 0.3789951 0.86896446 0.60946077] [ 0.46463048 0.43063596 0.58647917 0.59716109 0.37155346] [ 0.37523711 0.67837907 0.37072732 0.568831 0.55217598] [ 0.48624571 0.45947144 0.68352408 0.63871641 0.48532648] [ 0.29623251 0.64155967 0.33952541 0.66513868 0.55077402] [ 0.70764094 0.47557852 0.61905818 0.41142148 0.38191954] [ 0.49856883 0.54133608 0.53502618 0.60528414 0.53145936] [ 0.88452231 0.3733224 0.51820478 0.22959047 0.36382871] [ 0.27101386 0.53796547 0.53276124 0.81764983 0.5241456 ] [ 0.20192202 0.59759188 0.36525305 0.65110315 0.46420107] [ 0.34676446 0.56752445 0.51137921 0.85453666 0.46875169] [ 0.69487456 0.42221127 0.53509061 0.23803266 0.38661528] [ 0.36013458 0.5953368 0.50714924 0.70565214 0.41628469] [ 0.92959498 0.27972529 0.62351362 0.09832662 0.35489211] [ 0.31107112 0.68589646 0.39752386 0.76266823 0.51379884] [ 0.67026191 0.38091311 0.60271957 0.28716354 0.56880026] [ 0.69135697 0.30664435 0.43098255 0.26012171 0.39865684] [ 0.29094267 0.51982345 0.57899572 0.76274821 0.50051547] [ 0.14626809 0.60115014 0.51872276 0.86390094 0.58871836] [ 0.51566954 0.63608528 0.54740692 0.56369192 0.47576739] [ 0.46051993 0.44032518 0.57656834 0.41908397 0.68621863] [ 0.85967062 0.44695509 0.57814962 0.19951277 0.37817638] [ 0.17591904 0.69741379 0.43357839 0.77873642 0.50785682] [ 0.57511807 0.47727532 0.50195011 0.45617082 0.39540323] [ 0.34180927 0.54435758 0.3753933 0.69412553 0.43735534] [ 0.1900972 0.57396928 0.35479708 0.73438996 0.4227681 ] [ 0.60381869 0.57772577 0.54984466 0.52180112 0.35730756] [ 0.85269547 0.3796642 0.54362884 0.24962531 0.35923016] [ 0.65916495 0.57882726 0.48541966 0.56933737 0.48291674] [ 0.49047477 0.47293053 0.46596942 0.56476416 0.35832119] [ 0.54688875 0.58972245 0.43359868 0.55719757 0.38535183] [ 0.62430232 0.5051351 0.52296715 0.56076737 0.41153398] [ 0.65149459 0.47518181 0.55375266 0.36909119 0.55450199] [ 0.72406945 0.25304636 0.52706516 0.32955234 0.47198998] [ 0.46763018 0.60402575 0.46673421 0.70734093 0.43215571] [ 0.26187981 0.56087772 0.34367971 0.7441035 0.42287574] [ 0.80825043 0.40610793 0.60434844 0.29489572 0.41195929] [ 0.58208589 0.40505189 0.49927382 0.5018191 0.29226954] [ 0.34389803 0.64354274 0.42961899 0.81067213 0.55736257] [ 0.79882139 0.33405828 0.55973877 0.21899994 0.4034206 ] [ 0.80665939 0.31298568 0.53967835 0.16098297 0.38433941] [ 0.14738841 0.60151537 0.42199477 0.79799348 0.51092277] [ 0.25645448 0.49603385 0.55273578 0.77200975 0.46907471] [ 0.34532056 0.51467488 0.33801351 0.66479513 0.43432352] [ 0.61672611 0.53273426 0.52358166 0.55916502 0.47330371] [ 0.37577325 0.4346637 0.67234584 0.61119569 0.43308878] [ 0.43474805 0.42119253 0.52745388 0.66274483 0.36750514] [ 0.69078063 0.51776808 0.36504423 0.55726024 0.43836337] [ 0.36236431 0.54143077 0.39647333 0.67991234 0.29860851] [ 0.28725058 0.60877808 0.49067404 0.82472504 0.59367594] [ 0.85269547 0.3796642 0.54362884 0.24962531 0.35923016] [ 0.10771071 0.63986571 0.41131267 0.91857134 0.5121137 ] [ 0.62178451 0.59588372 0.50225787 0.57951725 0.47837406] [ 0.11046911 0.67871528 0.43038045 0.93412217 0.48887864] [ 0.60140325 0.47842624 0.44001272 0.58630904 0.47513519] [ 0.67977475 0.68606878 0.5055722 0.50546485 0.44398963] [ 0.90034869 0.42877428 0.6171189 0.14248524 0.33509135] [ 0.72022231 0.44175168 0.41429241 0.3482646 0.31871124] [ 0.16821036 0.59881625 0.36401277 0.81606906 0.58108924] [ 0.72830213 0.41708058 0.36152549 0.40545274 0.49092724] [ 0.46646217 0.51725975 0.53065608 0.73629322 0.29015692] [ 0.10186634 0.67019035 0.51218877 0.91476182 0.56709131] [ 0.17761667 0.42669608 0.56300316 0.78384301 0.60559667] [ 0.31181266 0.60057673 0.46512062 0.73157741 0.51171388] [ 0.18615811 0.54845084 0.50400202 0.86168336 0.61459071] [ 0.68123129 0.51990252 0.46877296 0.38181908 0.52005295] [ 0.24869386 0.52282477 0.38979076 0.76313607 0.51195494] [ 0.51242669 0.57318434 0.35998065 0.49683522 0.36658006] [ 0.45467954 0.61696172 0.4956488 0.65174679 0.34447342] [ 0.35949636 0.42233882 0.58888005 0.7532864 0.372371 ] [ 0.37802557 0.4395334 0.59234301 0.59909766 0.43414454] [ 0.13637496 0.59826605 0.47147178 0.80542946 0.62162018] [ 0.66199924 0.44412888 0.53141403 0.25335976 0.58341368] [ 0.78872561 0.30733593 0.46288368 0.34977487 0.31730804] [ 0.64326457 0.56062264 0.27514489 0.54911574 0.37878101] [ 0.79736665 0.3546698 0.63396374 0.18668252 0.38675075] [ 0.49074719 0.48454748 0.58757763 0.46421421 0.41097253] [ 0.18470302 0.55645273 0.56199561 0.81710851 0.62193061] [ 0.61909024 0.58774303 0.48704824 0.54347144 0.42212403] [ 0.17645955 0.69273876 0.32238516 0.83908397 0.48800225] [ 0.68764108 0.45204231 0.4460294 0.33408831 0.43831258] [ 0.79271422 0.41294527 0.52698218 0.24449111 0.26835684] [ 0.26372322 0.58077633 0.49791133 0.6679335 0.48360985] Progress: 22.7% ... Training loss: 0.632 ... Validation loss: 1.090[ 0.80451617 0.42884137 0.46494605 0.227334 0.40588232] [ 0.62878063 0.43176865 0.51609693 0.3609679 0.57768498] [ 0.63145103 0.6066575 0.40667012 0.55973577 0.3600669 ] [ 0.4540513 0.4808615 0.54789186 0.59277707 0.39198953] [ 0.56683537 0.37327766 0.53330414 0.61652025 0.39506502] [ 0.49067127 0.51389571 0.51399859 0.57171389 0.4341442 ] [ 0.49018115 0.61888985 0.43975172 0.50144511 0.42884025] [ 0.66357954 0.51477306 0.60159632 0.57952389 0.40896219] [ 0.7880711 0.45511472 0.63809132 0.24176999 0.52426681] [ 0.71630478 0.37403621 0.41587351 0.33164461 0.36365045] [ 0.26002946 0.47040656 0.5174453 0.64976876 0.50843949] [ 0.31326832 0.5244782 0.45040556 0.69954317 0.4278693 ] [ 0.48123223 0.59737235 0.39395525 0.57242909 0.33933361] [ 0.71001336 0.5296082 0.41284944 0.46596222 0.31871692] [ 0.47165217 0.57517282 0.37745274 0.51643544 0.51121165] [ 0.55546324 0.41721291 0.38652958 0.61544436 0.36749721] [ 0.17308818 0.61324598 0.49637534 0.90970989 0.52141331] [ 0.55181541 0.36561567 0.52158853 0.47967951 0.47972271] [ 0.70580133 0.40687766 0.65127907 0.35155193 0.36217016] [ 0.45950488 0.44823726 0.5164509 0.63262997 0.36811235] [ 0.62792237 0.3579645 0.39052163 0.49723728 0.38280775] [ 0.41370228 0.58644533 0.32502107 0.58034836 0.43068421] [ 0.50621069 0.41752206 0.53313948 0.61473706 0.41883939] [ 0.59946513 0.41737482 0.65737162 0.7072614 0.30808223] [ 0.1377107 0.53367495 0.31537473 0.86386128 0.57619224] [ 0.25927126 0.60014412 0.43612861 0.86765161 0.44028297] [ 0.31090886 0.52066804 0.42816292 0.82767008 0.38465537] [ 0.64249116 0.51616336 0.58117924 0.34759461 0.3497977 ] [ 0.21173873 0.56945187 0.337192 0.75546268 0.49337955] [ 0.75283707 0.49415295 0.48864024 0.51636622 0.38782638] [ 0.76944681 0.52811093 0.36618325 0.41377023 0.35666758] [ 0.84256502 0.40681574 0.5859067 0.2223782 0.39003137] [ 0.26608146 0.42361138 0.4018081 0.71262528 0.56859448] [ 0.49152955 0.42067243 0.624801 0.43030969 0.47397272] [ 0.24793595 0.63980765 0.4141063 0.5387959 0.64382762] [ 0.45553137 0.54285015 0.44520184 0.54168535 0.47983584] [ 0.64963931 0.49804006 0.3833046 0.38014966 0.38131298] [ 0.47788287 0.38525016 0.51304684 0.37138435 0.71746593] [ 0.29384323 0.50731115 0.59909503 0.77363653 0.47393017] [ 0.49170732 0.38765312 0.5376537 0.40383832 0.41549981] [ 0.47416327 0.55451409 0.35531937 0.63443205 0.26348696] [ 0.73179661 0.44202083 0.50930284 0.18513926 0.44557033] [ 0.48107181 0.46336226 0.51396663 0.49995519 0.40566331] [ 0.37804364 0.42440594 0.6461305 0.6682978 0.35326411] [ 0.45346837 0.56722788 0.30508964 0.69289694 0.51974451] [ 0.53890594 0.44864252 0.53122286 0.57636391 0.36711539] [ 0.51043891 0.52832247 0.42718703 0.34141317 0.50708516] [ 0.11228855 0.5559096 0.57148671 0.88668734 0.56264685] [ 0.11687898 0.60794234 0.44785292 0.87964177 0.39643588] [ 0.31542202 0.47596111 0.41924765 0.876049 0.57950737] [ 0.62737456 0.4638848 0.51080874 0.41247081 0.52661073] [ 0.35684556 0.61680973 0.42860795 0.81155315 0.58859166] [ 0.33209321 0.54280745 0.52535492 0.78537419 0.55967255] [ 0.4301486 0.52563049 0.37434832 0.56722848 0.50079777] [ 0.72600935 0.45980009 0.52682186 0.45165146 0.4225679 ] [ 0.69526703 0.45923197 0.57466384 0.4164851 0.53711075] [ 0.30702445 0.48537074 0.57114576 0.65408417 0.37456813] [ 0.7825822 0.48112796 0.50588692 0.31288268 0.38656062] [ 0.76664756 0.45501449 0.53786161 0.44804841 0.30986249] [ 0.56530649 0.39783956 0.58428268 0.69333473 0.30387051] [ 0.81873289 0.37976963 0.48954656 0.14805533 0.2521199 ] [ 0.70037184 0.60925007 0.47181948 0.34782669 0.40487557] [ 0.73520619 0.38794699 0.59961826 0.31658795 0.4630974 ] [ 0.60031311 0.51865834 0.40812424 0.38393251 0.47965886] [ 0.26447218 0.53225906 0.44297192 0.75004892 0.49041855] [ 0.46913925 0.64652124 0.40556968 0.73776428 0.36189269] [ 0.68663779 0.43015935 0.62490582 0.62948405 0.42612428] [ 0.86665371 0.38226506 0.53020496 0.17572229 0.416518 ] [ 0.36996432 0.72336726 0.42604587 0.80155773 0.54063689] [ 0.39622984 0.60691782 0.54081007 0.74956481 0.43060538] [ 0.52425303 0.53696045 0.67045708 0.52099586 0.5166717 ] [ 0.80819467 0.37759568 0.52171425 0.20838026 0.4283002 ] [ 0.30796728 0.4997903 0.57222256 0.66008663 0.60296666] [ 0.30625441 0.52423351 0.44310844 0.82348575 0.35871099] [ 0.29089832 0.6119353 0.49980477 0.84570712 0.58315486] [ 0.5616193 0.47206826 0.47560996 0.49007728 0.32342457] [ 0.3218489 0.62826163 0.45552477 0.74077331 0.48210643] [ 0.21979252 0.64103184 0.40415601 0.77843983 0.52910022] [ 0.90801888 0.37652272 0.66811249 0.14882075 0.31192376] [ 0.59628944 0.39020378 0.70797045 0.44698797 0.50906911] [ 0.3260791 0.56469262 0.5700137 0.59429754 0.61404295] [ 0.43612099 0.60162334 0.55236086 0.61806562 0.55968212] [ 0.70353138 0.48981321 0.39554783 0.29402012 0.31747452] [ 0.87936143 0.38913761 0.62799903 0.14008272 0.33292242] [ 0.3626854 0.45410502 0.50769681 0.54246326 0.45476403] [ 0.72309678 0.41727032 0.35488471 0.40286836 0.48640833] [ 0.70535204 0.40588534 0.37296606 0.5048721 0.46952429] [ 0.36382911 0.68747235 0.49551957 0.70416191 0.53094272] [ 0.88206189 0.40035651 0.48401477 0.24160872 0.37623755] [ 0.63997085 0.50385258 0.45579985 0.32518083 0.35221266] [ 0.83537047 0.32801068 0.51515409 0.22129552 0.31423077] [ 0.63619581 0.39117961 0.5967826 0.35372722 0.51324701] [ 0.51841435 0.44848455 0.40170806 0.51363682 0.41667538] [ 0.55366563 0.48784826 0.41351818 0.46927468 0.4673793 ] [ 0.83844311 0.49675432 0.39514318 0.33299028 0.39050797] [ 0.59053356 0.41339782 0.44341259 0.61836965 0.30209012] [ 0.66194752 0.55839969 0.40979096 0.53990309 0.43211415] [ 0.73748821 0.40355716 0.60436866 0.24367033 0.49989865] [ 0.3140924 0.69958524 0.47426796 0.80590713 0.58529188] [ 0.73358215 0.44227907 0.66788417 0.40879966 0.45055651] [ 0.65528377 0.49392439 0.37195709 0.38370681 0.37631013] [ 0.58432634 0.55579441 0.53110241 0.55738481 0.37366455] [ 0.6493304 0.47400025 0.53249557 0.52171155 0.40139382] [ 0.29546026 0.45024038 0.60058887 0.7274833 0.57471957] [ 0.85966994 0.44699032 0.57813244 0.19952987 0.37818247] [ 0.55658776 0.36383346 0.61061663 0.30325292 0.48319251] [ 0.68270646 0.53980396 0.5354079 0.40719951 0.56078083] [ 0.34360196 0.51047437 0.53753125 0.66598245 0.57254908] [ 0.20261654 0.53119078 0.49116755 0.80517052 0.48557312] [ 0.37678592 0.51333747 0.54946718 0.6534296 0.44928221] [ 0.60546326 0.51979614 0.49194688 0.41693351 0.50085713] [ 0.50921307 0.49603113 0.47320365 0.43977361 0.55990994] [ 0.14547666 0.61582965 0.52442788 0.84931756 0.46644979] [ 0.46354643 0.37562209 0.44947734 0.51558589 0.38530388] [ 0.65356317 0.47367341 0.43550074 0.34495515 0.38312099] [ 0.66226104 0.39113603 0.62424934 0.27265657 0.49406239] [ 0.34949356 0.43797018 0.64711335 0.63499807 0.53363554] [ 0.23397844 0.50885918 0.61485669 0.68981952 0.65498206] [ 0.12419222 0.66733161 0.34257376 0.84114481 0.47113667] [ 0.78294407 0.38953502 0.61289295 0.27736827 0.42458475] [ 0.38627759 0.59974526 0.40822663 0.67309866 0.5105555 ] [ 0.21882365 0.56202214 0.54361395 0.8958841 0.58992311] [ 0.64258881 0.37239199 0.44455416 0.59765787 0.46339514] [ 0.63550056 0.56061168 0.55286805 0.54714583 0.39513626] [ 0.77569208 0.34252569 0.58948903 0.31839276 0.37240742] [ 0.56617791 0.39654877 0.53047159 0.72911844 0.4216262 ] [ 0.30150214 0.42403661 0.60222826 0.52100701 0.46777188] [ 0.71871734 0.43288717 0.5606407 0.53738127 0.39638501] Progress: 22.8% ... Training loss: 0.632 ... Validation loss: 1.092[ 0.10572935 0.6146396 0.40475799 0.9352652 0.43829317] [ 0.80129842 0.54414808 0.56352035 0.39345245 0.41910846] [ 0.09843241 0.50995776 0.40458544 0.90974169 0.47954293] [ 0.64631689 0.33551782 0.52693807 0.32485279 0.44096056] [ 0.59025028 0.57422632 0.60022431 0.48345051 0.47794891] [ 0.18989681 0.50594273 0.51809422 0.83351249 0.55251271] [ 0.30501398 0.56803675 0.44962227 0.656599 0.62859818] [ 0.66940564 0.60125599 0.37772602 0.44357414 0.44476046] [ 0.51982516 0.49198459 0.47603388 0.45745491 0.45355952] [ 0.64997605 0.38691194 0.55381916 0.37439589 0.33201127] [ 0.71833788 0.41865774 0.51189635 0.36337455 0.48078646] [ 0.70682623 0.47514967 0.48850257 0.41581892 0.35310259] [ 0.70804841 0.46015531 0.63857355 0.33091628 0.42592667] [ 0.12054105 0.53727891 0.40938833 0.86737482 0.49358043] [ 0.36785573 0.60940159 0.43250998 0.55481638 0.63965432] [ 0.77077005 0.4098082 0.60282994 0.30710268 0.42651913] [ 0.30646975 0.61779291 0.47146932 0.70755781 0.50472696] [ 0.42592231 0.63414899 0.35106572 0.64141273 0.54002903] [ 0.66051512 0.57412713 0.63434471 0.58006943 0.40955068] [ 0.81991711 0.33138283 0.64512784 0.20960732 0.41451114] [ 0.54013454 0.41005053 0.4598916 0.74987427 0.38525431] [ 0.31732762 0.58942311 0.45549241 0.60310566 0.51309053] [ 0.1477857 0.65792913 0.35023525 0.88340918 0.46939905] [ 0.59049893 0.59466587 0.57612769 0.41459041 0.52435287] [ 0.27583233 0.52664947 0.49685235 0.70526879 0.62114259] [ 0.56597126 0.42850823 0.534751 0.5258229 0.3607111 ] [ 0.15384859 0.61956021 0.60500059 0.8686647 0.67151855] [ 0.3779217 0.47925927 0.51798474 0.54613233 0.51486574] [ 0.55049171 0.47102412 0.39543343 0.55290301 0.55832725] [ 0.64291777 0.50407104 0.58643503 0.47072786 0.45192686] [ 0.52483281 0.47615708 0.50132776 0.68715008 0.41002321] [ 0.4761993 0.3937353 0.42235719 0.52455931 0.59992188] [ 0.42861073 0.42027445 0.38953803 0.52106075 0.48018547] [ 0.39256862 0.38951051 0.62073331 0.71400564 0.36387912] [ 0.26442729 0.69713571 0.44593162 0.84699489 0.577208 ] [ 0.28142974 0.54269427 0.3758087 0.76930143 0.57609158] [ 0.56956526 0.57053576 0.495284 0.59717886 0.33125072] [ 0.30035097 0.52609874 0.49828196 0.74243972 0.60155147] [ 0.81415287 0.42179922 0.43755577 0.25231986 0.32750199] [ 0.69338238 0.46556977 0.60267887 0.47586258 0.41051678] [ 0.71705454 0.43263347 0.38160507 0.35535103 0.33202179] [ 0.8568158 0.38839002 0.46815182 0.29308428 0.30779685] [ 0.28123492 0.4933591 0.46950481 0.61248641 0.48975706] [ 0.27452579 0.61964763 0.49382906 0.85205621 0.59574029] [ 0.16329469 0.48506449 0.54694532 0.77844057 0.56869127] [ 0.27288768 0.673244 0.41428326 0.8062257 0.41443602] [ 0.14160653 0.607286 0.44900515 0.86416791 0.41084998] [ 0.68327739 0.44911577 0.38447087 0.46226637 0.3988433 ] [ 0.53788237 0.41643992 0.57203395 0.68890532 0.43521759] [ 0.55718823 0.54656456 0.52275453 0.45594997 0.60291806] [ 0.58519079 0.52477109 0.5131042 0.34708108 0.57995597] [ 0.76320778 0.32091849 0.51587475 0.21907172 0.3916909 ] [ 0.85932997 0.37560606 0.4178548 0.2797436 0.38978248] [ 0.65543408 0.44515225 0.35625871 0.44137705 0.4080531 ] [ 0.82483781 0.31855576 0.63416175 0.14919174 0.4711015 ] [ 0.41677317 0.39284712 0.51431989 0.66087993 0.38278466] [ 0.54740333 0.56388567 0.44672412 0.61782788 0.34266624] [ 0.55683207 0.56198491 0.46034748 0.56778784 0.3197839 ] [ 0.66201038 0.59090316 0.49772564 0.47752738 0.31855272] [ 0.23831145 0.61402734 0.57128486 0.69772117 0.54217754] [ 0.80903177 0.44828817 0.34649609 0.3209217 0.31975147] [ 0.66327115 0.46228333 0.61876148 0.25615542 0.58478803] [ 0.83462665 0.36632801 0.52850281 0.17465893 0.26307088] [ 0.47282629 0.55419418 0.49837965 0.48907435 0.4475894 ] [ 0.82765392 0.41116429 0.52249693 0.44180496 0.41181661] [ 0.26082787 0.6522191 0.2340441 0.78939527 0.45732199] [ 0.60530631 0.43494586 0.58380436 0.26547064 0.52983018] [ 0.81533882 0.34550444 0.56475319 0.32248439 0.35288278] [ 0.74782457 0.25199733 0.5664194 0.28679312 0.46272468] [ 0.75157201 0.34148313 0.67790536 0.22592668 0.4640579 ] [ 0.69506686 0.55305614 0.30608396 0.5039362 0.36578996] [ 0.42037673 0.49450036 0.4853907 0.71051684 0.37230332] [ 0.2258738 0.53907208 0.3601339 0.82166282 0.48843482] [ 0.62899526 0.36725882 0.64930007 0.30769464 0.48568304] [ 0.23055765 0.57764415 0.46063074 0.81788791 0.36804313] [ 0.3127126 0.47734333 0.47628203 0.69675843 0.37044037] [ 0.59617719 0.46032326 0.35199977 0.43093034 0.40776061] [ 0.69532961 0.39679791 0.5467613 0.42017648 0.50792597] [ 0.75463766 0.56499686 0.45422059 0.47732267 0.3710214 ] [ 0.32863316 0.566401 0.28763672 0.70006591 0.44170573] [ 0.2840658 0.53457671 0.56086364 0.82155526 0.44946112] [ 0.71200515 0.44273227 0.59272726 0.53802041 0.42905613] [ 0.73998926 0.36576985 0.58679703 0.33183523 0.39261132] [ 0.75460688 0.36515358 0.54794926 0.21830576 0.4702912 ] [ 0.65841556 0.46790181 0.44847519 0.43182211 0.4613065 ] [ 0.4714539 0.48511473 0.50133432 0.49708872 0.47206801] [ 0.26717541 0.51677923 0.4906047 0.69268772 0.39161965] [ 0.42580531 0.62807112 0.3542891 0.70869319 0.48862012] [ 0.55685779 0.29187147 0.57129457 0.54134 0.41380452] [ 0.28586807 0.45264424 0.50414468 0.71229832 0.51939839] [ 0.833625 0.47248908 0.41975257 0.42461409 0.30165624] [ 0.67067278 0.4925128 0.51538694 0.43681338 0.29502073] [ 0.38962672 0.5498746 0.39156381 0.58441021 0.52722377] [ 0.89059605 0.37580945 0.65733656 0.13792881 0.3920717 ] [ 0.59235638 0.40615527 0.56268815 0.45052001 0.48154038] [ 0.19469902 0.59500414 0.48780514 0.8647635 0.48218314] [ 0.542441 0.37669568 0.48507279 0.37959972 0.42418761] [ 0.33213172 0.52627399 0.49375174 0.78336238 0.48898967] [ 0.44386209 0.61778941 0.53596688 0.67679689 0.46416215] [ 0.71030842 0.41719104 0.44444441 0.40131448 0.47421754] [ 0.50250345 0.53187143 0.49128984 0.57516831 0.62823479] [ 0.68820034 0.36932912 0.5479584 0.37277733 0.50063895] [ 0.67756998 0.54622182 0.41550501 0.46096467 0.32576323] [ 0.1300238 0.64669975 0.45500202 0.90246168 0.53961057] [ 0.08302882 0.60137388 0.49517902 0.85272978 0.48479947] [ 0.32423416 0.56353115 0.38436601 0.86965632 0.36308575] [ 0.76329332 0.53470184 0.39237361 0.3538156 0.34338531] [ 0.62094818 0.53674862 0.44523192 0.52682815 0.35157244] [ 0.82698074 0.40051759 0.60108989 0.25983571 0.38203977] [ 0.57298034 0.49406246 0.54333198 0.43231252 0.42341389] [ 0.79054908 0.42569438 0.52986156 0.43988008 0.36556749] [ 0.07748268 0.5931433 0.38945326 0.91112907 0.47904142] [ 0.5400582 0.44626603 0.58914693 0.33452615 0.42040251] [ 0.59791798 0.47110062 0.44353183 0.46617007 0.4219742 ] [ 0.74997324 0.50611878 0.55880865 0.45137584 0.39997882] [ 0.13891288 0.57493039 0.50719774 0.89962652 0.6802514 ] [ 0.2757907 0.57832845 0.41461147 0.7657032 0.42102242] [ 0.6032578 0.42910021 0.58659237 0.6658986 0.37818797] [ 0.52933576 0.54257711 0.30516799 0.53315066 0.39959119] [ 0.26121231 0.67831853 0.43469686 0.73888333 0.5599837 ] [ 0.32992299 0.66589919 0.41245918 0.65768913 0.4429764 ] [ 0.36699651 0.49131831 0.54480716 0.47225198 0.55181383] [ 0.90845071 0.28905986 0.46038267 0.12209394 0.33878267] [ 0.35852792 0.52634128 0.51873362 0.58494237 0.54954198] [ 0.48369358 0.61113339 0.41589026 0.53669428 0.42212048] [ 0.32835419 0.44869553 0.44511266 0.80119856 0.51941503] [ 0.58468519 0.43532897 0.37500277 0.50637947 0.62945785] [ 0.51994313 0.41562896 0.4157396 0.67923721 0.31860726] Progress: 22.8% ... Training loss: 0.632 ... Validation loss: 1.092[ 0.37005092 0.485205 0.50625897 0.63670577 0.58477541] [ 0.38297091 0.60830684 0.43409295 0.67672179 0.48287423] [ 0.49979714 0.53807199 0.39383151 0.60681452 0.54878372] [ 0.65321955 0.59785358 0.40082654 0.46471143 0.50438432] [ 0.79821434 0.32179828 0.69031987 0.2222035 0.42795654] [ 0.6305504 0.41367177 0.62831975 0.34917143 0.48376093] [ 0.50530224 0.5999433 0.5597276 0.68777761 0.47326028] [ 0.08531509 0.61875151 0.39555994 0.92890856 0.55634367] [ 0.58733054 0.49536252 0.65144382 0.37257445 0.44769892] [ 0.73547427 0.44864602 0.55403726 0.33372452 0.37304627] [ 0.13349563 0.55008639 0.46663312 0.83779226 0.48110482] [ 0.74152138 0.30597978 0.50868418 0.37674323 0.35241265] [ 0.31099865 0.65922097 0.43110896 0.69798206 0.43130808] [ 0.38985764 0.54706785 0.38287099 0.62795455 0.43985053] [ 0.25374653 0.53016263 0.34498296 0.75755576 0.59949044] [ 0.27269316 0.56327985 0.33238007 0.71661967 0.49321627] [ 0.29840801 0.60504474 0.34586607 0.72163013 0.44956907] [ 0.55599884 0.33642487 0.65251937 0.59370282 0.36878078] [ 0.66534109 0.54578577 0.52375691 0.51530027 0.4407533 ] [ 0.51276953 0.56219578 0.59428808 0.51539053 0.63295112] [ 0.24438816 0.50211889 0.33123389 0.86032858 0.37348773] [ 0.30105226 0.66970082 0.40666882 0.79490307 0.43986869] [ 0.49492112 0.60822956 0.47550817 0.59497666 0.36825262] [ 0.4933344 0.61117806 0.44361319 0.55379845 0.41759222] [ 0.7199282 0.46980699 0.512162 0.30680943 0.28525497] [ 0.29840081 0.46296079 0.51126801 0.71521566 0.45866162] [ 0.58769957 0.38178579 0.65587309 0.27772247 0.3952951 ] [ 0.38776207 0.50808918 0.51736739 0.62270227 0.31295779] [ 0.43405772 0.51407324 0.46048107 0.59242377 0.47223974] [ 0.56336433 0.56493492 0.44912487 0.59149354 0.59578489] [ 0.29170197 0.53890094 0.46599745 0.86918945 0.34354677] [ 0.32436339 0.59951589 0.32873164 0.80566009 0.65336011] [ 0.76214993 0.56017806 0.44737522 0.47794703 0.30242179] [ 0.68588659 0.39814431 0.46937648 0.4770699 0.35946146] [ 0.35426792 0.55212264 0.48287075 0.76671105 0.4198626 ] [ 0.38713693 0.47099365 0.57123399 0.70449085 0.4335891 ] [ 0.5713605 0.41506632 0.51734796 0.45878318 0.40226926] [ 0.73583025 0.41108675 0.52563634 0.33846372 0.41666098] [ 0.75568858 0.44125246 0.6380661 0.18068243 0.51698997] [ 0.82597891 0.51416204 0.4785135 0.40562203 0.39812365] [ 0.10241237 0.52029762 0.34816113 0.89635254 0.53759711] [ 0.50732312 0.547639 0.46744155 0.45146905 0.33452392] [ 0.5842105 0.57787807 0.51172742 0.51747866 0.57798362] [ 0.75408315 0.35348309 0.57575385 0.31535372 0.36414514] [ 0.12350064 0.66636626 0.5202419 0.83007659 0.66652525] [ 0.69493395 0.44359432 0.43299457 0.42870471 0.43214971] [ 0.51597616 0.63612169 0.54738306 0.56365495 0.47579069] [ 0.57051448 0.49348648 0.54465848 0.63436468 0.44420956] [ 0.60610071 0.39354226 0.65986287 0.46492867 0.38517037] [ 0.09916506 0.54180329 0.32993772 0.94721023 0.52137311] [ 0.71262603 0.35734659 0.45003019 0.4691317 0.49984349] [ 0.58852755 0.53703934 0.35802471 0.43068996 0.40136903] [ 0.27212753 0.48744405 0.559985 0.7274022 0.63507354] [ 0.70651471 0.34574932 0.51400915 0.37338169 0.41593336] [ 0.42334902 0.48345676 0.53523539 0.65995127 0.59964854] [ 0.47351037 0.45279277 0.49641948 0.3084768 0.48505742] [ 0.18024652 0.59358246 0.55001536 0.80415811 0.6338555 ] [ 0.69352383 0.33750184 0.49543595 0.25824096 0.33608244] [ 0.80840473 0.43110798 0.53505911 0.37024505 0.35315151] [ 0.39331938 0.58216114 0.43529458 0.54077777 0.43075999] [ 0.36410887 0.65709244 0.46528444 0.56825751 0.46662863] [ 0.75758859 0.40238784 0.64581867 0.23965758 0.43717567] [ 0.2177421 0.54142995 0.40581982 0.72395006 0.48546912] [ 0.83241358 0.38331065 0.62225742 0.20713535 0.42839679] [ 0.80840473 0.43110798 0.53505911 0.37024505 0.35315151] [ 0.33153575 0.48400768 0.57980735 0.66573924 0.40727567] [ 0.43051455 0.41849468 0.46785905 0.57253358 0.54821419] [ 0.74758386 0.25207741 0.56637162 0.28688872 0.46276977] [ 0.40790842 0.40968235 0.55023014 0.61792895 0.44806141] [ 0.10082872 0.62640469 0.40166936 0.91644589 0.43256688] [ 0.20491542 0.49924268 0.57005779 0.86546647 0.58061982] [ 0.20464086 0.74231782 0.40482609 0.79851149 0.55483241] [ 0.36420856 0.68751809 0.49551594 0.70406606 0.53096007] [ 0.51856825 0.51043755 0.5336729 0.47600622 0.42020847] [ 0.44737659 0.35990058 0.51621312 0.70551292 0.34328267] [ 0.31336721 0.46945972 0.49662847 0.5597924 0.58702848] [ 0.27868236 0.53136427 0.47303735 0.58244041 0.43570077] [ 0.58475576 0.37975945 0.53547635 0.61056702 0.28710007] [ 0.53023913 0.56141912 0.5090651 0.52917322 0.40505465] [ 0.49050857 0.45536167 0.49007507 0.39102534 0.61750023] [ 0.46032663 0.38993095 0.44285715 0.731127 0.45852642] [ 0.41589673 0.58867678 0.36659007 0.67714067 0.53543984] [ 0.35514191 0.46983153 0.47004892 0.56093617 0.44849211] [ 0.62699646 0.3387575 0.50996835 0.56320983 0.37799254] [ 0.4802857 0.5565747 0.38535884 0.67105887 0.60606056] [ 0.58509635 0.45799176 0.52351621 0.68557186 0.26263356] [ 0.18450934 0.65633239 0.29399018 0.80522173 0.57170639] [ 0.31748922 0.58944577 0.45548295 0.60301113 0.51310231] [ 0.33337871 0.56531714 0.3370836 0.71399087 0.37116371] [ 0.65286942 0.53328767 0.54675502 0.4615796 0.37096912] [ 0.73591619 0.34991267 0.53937213 0.28010293 0.34296385] [ 0.77644606 0.31737262 0.50387502 0.34510945 0.47179333] [ 0.3255117 0.43306649 0.63255796 0.77641503 0.49831452] [ 0.2286651 0.59699227 0.51034874 0.87680132 0.5613999 ] [ 0.23451899 0.72640406 0.35167957 0.84808472 0.53149424] [ 0.81319673 0.3192062 0.54324854 0.30391868 0.38907968] [ 0.74905835 0.35207058 0.42932597 0.6254137 0.37775263] [ 0.30383021 0.54328893 0.46477046 0.67743863 0.35288155] [ 0.36004277 0.60195073 0.36033388 0.60898294 0.42125852] [ 0.46004789 0.49535928 0.4145495 0.36077035 0.44379047] [ 0.8821754 0.32727172 0.59048913 0.13691331 0.35293013] [ 0.22670305 0.47435889 0.51938553 0.83519307 0.54118244] [ 0.91178078 0.26060029 0.60671252 0.10970258 0.34134005] [ 0.4642159 0.44608773 0.51838817 0.44400624 0.64083753] [ 0.80056674 0.42494751 0.48873391 0.2895948 0.36214844] [ 0.13782929 0.61453688 0.43913079 0.92336834 0.61936205] [ 0.15096685 0.6306879 0.44363409 0.83348024 0.59489159] [ 0.80625497 0.29433442 0.60065323 0.15352124 0.34808719] [ 0.65614093 0.44475496 0.35640096 0.44086199 0.40790026] [ 0.18141379 0.56847609 0.36083791 0.71446428 0.52526459] [ 0.6169327 0.41737634 0.62022542 0.63957725 0.41906286] [ 0.54782914 0.56372677 0.44678689 0.617578 0.34260682] [ 0.64187629 0.40395957 0.46217781 0.41414437 0.45200624] [ 0.75395137 0.26319085 0.60466509 0.39886846 0.44979551] [ 0.61653425 0.37589032 0.49467799 0.56192588 0.49000397] [ 0.38851887 0.49773247 0.54839301 0.54378842 0.41615029] [ 0.49345991 0.43550201 0.65071257 0.69265432 0.45981297] [ 0.47658431 0.67365624 0.3356183 0.67236321 0.43358181] [ 0.30743019 0.48476629 0.56266219 0.71731669 0.54200607] [ 0.69575512 0.42147902 0.53671159 0.20493706 0.30884053] [ 0.20657968 0.73156693 0.30280452 0.79945129 0.56916239] [ 0.24365772 0.54806972 0.36949073 0.82912664 0.38103575] [ 0.84968741 0.37197576 0.56612393 0.19309156 0.40940315] [ 0.72829645 0.3769995 0.62453122 0.41071094 0.36614013] [ 0.51651591 0.63281176 0.36687241 0.67467001 0.47632622] [ 0.64195444 0.4499099 0.5126385 0.46060665 0.46541183] [ 0.82458831 0.45991298 0.57723046 0.39680115 0.36361915] [ 0.1045261 0.58471695 0.45388071 0.86426733 0.52354412] Progress: 22.9% ... Training loss: 0.631 ... Validation loss: 1.096[ 0.67634015 0.56307259 0.52740921 0.58781538 0.39223167] [ 0.56707774 0.56076942 0.38935145 0.42544057 0.44328752] [ 0.33503519 0.47800542 0.5167291 0.73272737 0.34700646] [ 0.61108438 0.38004324 0.60228397 0.48065319 0.42004064] [ 0.64023187 0.51355517 0.56652833 0.46496593 0.45974392] [ 0.24477943 0.55402132 0.46124588 0.81197169 0.64482598] [ 0.31031163 0.47728139 0.47758246 0.8616906 0.43885595] [ 0.66151731 0.34166266 0.5072288 0.58285762 0.39811737] [ 0.8367904 0.45954962 0.63123853 0.22349945 0.46961776] [ 0.34917139 0.44545318 0.53943514 0.50192437 0.45574078] [ 0.5082544 0.35987183 0.49148679 0.65864038 0.39445138] [ 0.32007287 0.54198359 0.41750085 0.76847533 0.36074607] [ 0.79283763 0.28867414 0.57641183 0.29323693 0.4335579 ] [ 0.59709397 0.39286384 0.35906727 0.57858409 0.3313128 ] [ 0.59995328 0.44020349 0.6577985 0.43475755 0.52163846] [ 0.31467033 0.53621333 0.4525429 0.52290058 0.48382391] [ 0.83968675 0.41648892 0.5512137 0.1998374 0.50515569] [ 0.6817573 0.47865884 0.58869775 0.35639201 0.38680713] [ 0.76853066 0.38718562 0.39099798 0.31261013 0.27695375] [ 0.90496947 0.35727125 0.62282918 0.11766339 0.34282443] [ 0.42460145 0.4701 0.60825762 0.79964991 0.42715581] [ 0.61050922 0.46331015 0.44725631 0.34475588 0.3940023 ] [ 0.62093345 0.39773172 0.54258743 0.42028094 0.35615038] [ 0.22142881 0.50887189 0.42242606 0.8133839 0.5692661 ] [ 0.72317432 0.61388821 0.55427385 0.49007825 0.38227141] [ 0.68530499 0.3997549 0.40420619 0.32531971 0.41448169] [ 0.27492217 0.55233043 0.43275758 0.80409099 0.44289168] [ 0.34994097 0.53322243 0.49747492 0.72554697 0.43061571] [ 0.4150152 0.4364304 0.51366864 0.5541036 0.58688131] [ 0.23019553 0.44133517 0.42222194 0.82746451 0.48462576] [ 0.11138514 0.6304809 0.43033036 0.91421031 0.53828272] [ 0.6997319 0.4937429 0.53267393 0.32235146 0.34322122] [ 0.35496371 0.52192051 0.57710924 0.65878285 0.56058965] [ 0.37056407 0.37245856 0.46257648 0.53684921 0.58290822] [ 0.48240951 0.44125866 0.5594674 0.63902325 0.45204512] [ 0.54572576 0.54230368 0.45612491 0.59428993 0.35468987] [ 0.15328854 0.58291581 0.46540685 0.82774744 0.60989872] [ 0.20379201 0.63413646 0.48494983 0.74462005 0.59307159] [ 0.39652653 0.47049423 0.53346983 0.7554634 0.39359189] [ 0.78497823 0.40346297 0.46404198 0.32141741 0.35131103] [ 0.33165265 0.72641882 0.29000085 0.78492068 0.4733948 ] [ 0.53873674 0.53526427 0.58060866 0.5127046 0.54552933] [ 0.46340563 0.50055367 0.52982535 0.70300956 0.34040259] [ 0.54282546 0.42951348 0.47236336 0.58429399 0.40530369] [ 0.77839558 0.47122556 0.51085855 0.25736418 0.36269779] [ 0.73439759 0.38793037 0.60748561 0.17466202 0.52250816] [ 0.6980161 0.41737132 0.50210156 0.41115204 0.36570918] [ 0.63172071 0.53274043 0.47870465 0.45066926 0.49159689] [ 0.57173178 0.44242023 0.39559545 0.46848415 0.36227183] [ 0.63379051 0.6366444 0.34232321 0.58193924 0.41859489] [ 0.16364096 0.56917545 0.50139149 0.79375225 0.47949355] [ 0.59493907 0.58515857 0.49216583 0.5764515 0.54452163] [ 0.40671474 0.42342548 0.57669707 0.40237036 0.5189128 ] [ 0.73253078 0.53556685 0.48668845 0.48721986 0.44918204] [ 0.20319288 0.55790864 0.45378289 0.91407467 0.59607079] [ 0.43369909 0.60495249 0.56812086 0.67177076 0.49946996] [ 0.3665721 0.57805638 0.48029973 0.63004629 0.40223094] [ 0.5222583 0.62863323 0.33876031 0.56495101 0.37516896] [ 0.33036018 0.67696821 0.35744466 0.79526889 0.4543647 ] [ 0.45114022 0.50026602 0.55194253 0.74342408 0.36057694] [ 0.52724993 0.53209649 0.57870164 0.38303613 0.49328534] [ 0.3430958 0.51305276 0.62477694 0.51140691 0.47650287] [ 0.72364603 0.50860763 0.3318879 0.50374489 0.3111644 ] [ 0.3603252 0.63249075 0.4875248 0.71008912 0.36121037] [ 0.19582768 0.5495452 0.50337196 0.87027608 0.52964405] [ 0.68550978 0.47719625 0.44311498 0.45513919 0.4930598 ] [ 0.54425418 0.49578805 0.45053934 0.41439045 0.42356501] [ 0.28486763 0.61240099 0.33183015 0.8156227 0.4845611 ] [ 0.8441637 0.328213 0.55902224 0.23479211 0.40637298] [ 0.19988798 0.6716829 0.44868485 0.75026616 0.49571667] [ 0.85925601 0.48245299 0.49731071 0.32144398 0.31754583] [ 0.78507066 0.44561513 0.52809085 0.28716214 0.36976861] [ 0.25401094 0.58427926 0.46057863 0.82373968 0.45391794] [ 0.61631473 0.4613511 0.41255787 0.44319785 0.37679816] [ 0.8236295 0.37609356 0.55411239 0.21590738 0.46005644] [ 0.67689367 0.43082218 0.3918731 0.35015654 0.34677843] [ 0.47541679 0.53857898 0.48554489 0.67740192 0.52104619] [ 0.60795056 0.52664508 0.43679256 0.48612243 0.53145994] [ 0.3587972 0.47438686 0.52712415 0.5303778 0.65232909] [ 0.7659547 0.46967301 0.49892511 0.5381357 0.40648111] [ 0.35898695 0.49900647 0.56886376 0.75182049 0.52673114] [ 0.73902676 0.51569234 0.3854689 0.36978108 0.34722873] [ 0.27682722 0.59394564 0.53766346 0.76945839 0.40646682] [ 0.86258655 0.39107129 0.41761014 0.135472 0.2560113 ] [ 0.17567151 0.54006208 0.5013909 0.75704858 0.49039832] [ 0.25151411 0.6081765 0.373266 0.82267786 0.31568408] [ 0.2214465 0.5457066 0.48175167 0.86795016 0.49665786] [ 0.37174123 0.50081399 0.45405921 0.76015336 0.54758335] [ 0.42653065 0.58358416 0.41706956 0.5955848 0.42198014] [ 0.86898692 0.33135977 0.42694124 0.14539752 0.30101663] [ 0.12389711 0.60055722 0.48039598 0.83178648 0.4414674 ] [ 0.17123172 0.527061 0.46652148 0.88238658 0.58415532] [ 0.25910151 0.63246238 0.37603515 0.88570675 0.42329689] [ 0.36301026 0.40943735 0.48624173 0.82879465 0.38541562] [ 0.37846208 0.66857536 0.51790532 0.73166904 0.47404334] [ 0.51951602 0.37716889 0.45588672 0.68186208 0.4956147 ] [ 0.70105591 0.28921928 0.49842998 0.28588936 0.43490679] [ 0.69173276 0.42279903 0.40297314 0.25255717 0.41730597] [ 0.3709005 0.54343485 0.52595423 0.57023871 0.46746682] [ 0.49115608 0.47285233 0.46600518 0.56437873 0.35828287] [ 0.10448162 0.55137027 0.48093689 0.91157326 0.52522305] [ 0.58157301 0.40998946 0.45780135 0.23779583 0.44665409] [ 0.86048325 0.31030607 0.63738855 0.09651734 0.34393151] [ 0.32116085 0.54189608 0.54533339 0.86097268 0.54523565] [ 0.55475489 0.60581011 0.4599813 0.47411451 0.32529258] [ 0.69447696 0.35201273 0.49983931 0.38673482 0.49247691] [ 0.50506068 0.43751803 0.57545821 0.68383895 0.31076503] [ 0.10112472 0.62618207 0.40175985 0.91634421 0.43247976] [ 0.70804891 0.46009228 0.6385964 0.33079963 0.42588997] [ 0.74886965 0.43402061 0.59528842 0.27171516 0.44366093] [ 0.14764877 0.57231629 0.48320677 0.85851451 0.5977495 ] [ 0.41373406 0.59983314 0.54927544 0.6075541 0.47356388] [ 0.5551055 0.52285667 0.51485465 0.41679972 0.36671483] [ 0.63808897 0.57968638 0.50346097 0.60606002 0.44933482] [ 0.73185735 0.37702864 0.50687115 0.32274332 0.47105727] [ 0.48132482 0.58776444 0.56072764 0.52301918 0.40780448] [ 0.25145755 0.63880919 0.49666125 0.78787949 0.52653982] [ 0.60784494 0.59074565 0.34907639 0.68830124 0.46200005] [ 0.71084374 0.377075 0.51370827 0.37104071 0.37654812] [ 0.83100467 0.35878936 0.55595064 0.16167348 0.37482756] [ 0.74998442 0.40006139 0.46928288 0.33520133 0.38339141] [ 0.57542809 0.45881201 0.55843129 0.45913131 0.47441674] [ 0.46194336 0.40460712 0.60454604 0.55424451 0.44788498] [ 0.86116238 0.53966094 0.46598871 0.41056046 0.35848114] [ 0.68121566 0.30425582 0.47407777 0.45694332 0.50318781] [ 0.69045172 0.5442372 0.40924615 0.61883472 0.52408591] [ 0.82125561 0.38452416 0.43720151 0.17297059 0.37859507] [ 0.2686104 0.42745955 0.49249372 0.73941747 0.42452695] Progress: 22.9% ... Training loss: 0.631 ... Validation loss: 1.097[ 0.29628683 0.57311471 0.50827558 0.84563196 0.56374712] [ 0.47390794 0.60404339 0.4979924 0.51047545 0.48317572] [ 0.52198822 0.65181612 0.32284647 0.63584307 0.42760407] [ 0.537066 0.46177683 0.62574865 0.71567117 0.37636199] [ 0.92080376 0.3183862 0.55259165 0.11126428 0.37818572] [ 0.1004765 0.60144574 0.55834609 0.93060048 0.68133772] [ 0.4846095 0.36876519 0.68747433 0.62319865 0.47721268] [ 0.80383442 0.26124147 0.58796124 0.17052366 0.34876978] [ 0.60190083 0.46702508 0.40214779 0.42451107 0.33885393] [ 0.62483082 0.3836015 0.46169353 0.41051834 0.34834926] [ 0.59928268 0.39076338 0.44624946 0.57137275 0.27762494] [ 0.6142034 0.43685958 0.5486811 0.3111996 0.4599102 ] [ 0.83610652 0.37295869 0.56939919 0.19443365 0.42341531] [ 0.67207522 0.35237605 0.58154096 0.23258768 0.42203117] [ 0.51255588 0.44814022 0.47367181 0.58618429 0.38737304] [ 0.75243205 0.53907621 0.34051145 0.57954749 0.42214008] [ 0.52538247 0.45824328 0.49608541 0.51582951 0.42821146] [ 0.77133498 0.44951216 0.36776862 0.21852185 0.30752849] [ 0.35283457 0.54197092 0.48554654 0.78075309 0.48204912] [ 0.53992884 0.59613345 0.52540656 0.52323233 0.53100584] [ 0.33620081 0.31639045 0.51745648 0.67691466 0.46022903] [ 0.48747632 0.46562421 0.55423127 0.45670273 0.51428163] [ 0.21700041 0.50918221 0.59127562 0.71658579 0.61452972] [ 0.62364971 0.41140505 0.62366156 0.2881407 0.5439744 ] [ 0.81544795 0.36219451 0.44076889 0.23459415 0.33447594] [ 0.55204669 0.5168844 0.37606546 0.38054505 0.37457341] [ 0.75852907 0.29672256 0.55327008 0.29815288 0.4118143 ] [ 0.32301236 0.51642028 0.39439448 0.63180655 0.462825 ] [ 0.28733475 0.49477346 0.59240158 0.65953497 0.55540529] [ 0.47404392 0.44766124 0.52499427 0.60596391 0.34929575] [ 0.55357255 0.40276177 0.5200235 0.6119652 0.36242387] [ 0.57005916 0.61029209 0.36817663 0.38121842 0.33321489] [ 0.06262617 0.59480841 0.51419138 0.83562412 0.48181136] [ 0.19685144 0.68179271 0.3633051 0.74796928 0.50258229] [ 0.42024853 0.35275711 0.55558641 0.71456662 0.53867168] [ 0.79709394 0.45566906 0.53935762 0.23382883 0.40017346] [ 0.528931 0.32343739 0.50694892 0.55753451 0.40723873] [ 0.30700074 0.32891104 0.56224607 0.75466463 0.55284323] [ 0.48259893 0.49403831 0.38059885 0.50321334 0.36590522] [ 0.59768758 0.45464932 0.51916429 0.55975386 0.44095767] [ 0.26728544 0.73222386 0.48322816 0.84416869 0.58846192] [ 0.34646753 0.55271723 0.37577437 0.61089433 0.36217505] [ 0.68944481 0.43134461 0.61936663 0.18328167 0.46493733] [ 0.21113462 0.44166383 0.47503262 0.76917268 0.54445982] [ 0.09420885 0.69567008 0.3417105 0.9279505 0.50162498] [ 0.40253211 0.52704607 0.57509803 0.74609097 0.4936098 ] [ 0.59416076 0.53079508 0.41133426 0.41723582 0.36870787] [ 0.70015551 0.52313046 0.28508579 0.54746094 0.32600486] [ 0.31910502 0.69829922 0.33697201 0.81737429 0.47022057] [ 0.34662762 0.62988074 0.37206665 0.64242768 0.57492807] [ 0.55103029 0.37586332 0.53335835 0.42315906 0.45454433] [ 0.10011943 0.64118139 0.39588189 0.93304304 0.54676225] [ 0.60851159 0.50864388 0.4995023 0.60787149 0.4778938 ] [ 0.23011784 0.66844368 0.42533469 0.76172983 0.43645793] [ 0.60733182 0.56470184 0.30437801 0.5998991 0.31581626] [ 0.51365065 0.55368717 0.32232033 0.67743844 0.3390698 ] [ 0.30430534 0.57113779 0.35542458 0.53288473 0.45096718] [ 0.57973339 0.51547258 0.53361433 0.32083914 0.33778271] [ 0.89251201 0.34128085 0.65348794 0.16293782 0.33469435] [ 0.50037193 0.42762333 0.63903276 0.59272813 0.51536919] [ 0.64541225 0.33592558 0.57505922 0.45290985 0.44268169] [ 0.46215529 0.38941544 0.44307291 0.73040246 0.45831936] [ 0.24680965 0.4441324 0.60119064 0.78051896 0.43780075] [ 0.683139 0.60835289 0.55573401 0.5067653 0.4220137 ] [ 0.88985316 0.39492412 0.53219598 0.27592377 0.34450835] [ 0.62489265 0.32628127 0.45400806 0.35975533 0.4712579 ] [ 0.51829944 0.60320988 0.62683945 0.44836944 0.5497427 ] [ 0.4938482 0.48681533 0.55012565 0.4781264 0.48370885] [ 0.84988003 0.33638925 0.58862283 0.20886046 0.41908802] [ 0.19041503 0.67936594 0.38601788 0.70506722 0.43895389] [ 0.44136859 0.44938269 0.50021043 0.65918819 0.4073586 ] [ 0.59557151 0.42229312 0.36387595 0.51722112 0.4916231 ] [ 0.69380471 0.31892912 0.44071739 0.38668068 0.38804692] [ 0.57427724 0.58844475 0.49950252 0.54526489 0.49672925] [ 0.6485708 0.38277705 0.64408308 0.35744225 0.54133134] [ 0.27011526 0.57274664 0.58400199 0.70799358 0.57917793] [ 0.82233984 0.53550663 0.47692763 0.29093443 0.30463567] [ 0.54440419 0.5772461 0.5550588 0.69427929 0.29869843] [ 0.16907584 0.61643877 0.35756127 0.71954373 0.55512983] [ 0.33841422 0.42766312 0.58646436 0.56197283 0.65627879] [ 0.1293356 0.60328827 0.50164616 0.82827281 0.63195783] [ 0.41016993 0.43850022 0.48913999 0.65288471 0.44340992] [ 0.25498424 0.56397922 0.48617296 0.75928734 0.53459755] [ 0.37831066 0.65435103 0.52181808 0.78843394 0.55216386] [ 0.29615514 0.39101709 0.57786517 0.4546067 0.71208181] [ 0.76010947 0.46564083 0.65250654 0.26452073 0.43865269] [ 0.59637685 0.61636502 0.28317642 0.7151356 0.42317856] [ 0.61019327 0.29921455 0.58689081 0.32613855 0.47592651] [ 0.7590388 0.45994189 0.55664425 0.49816335 0.39065998] [ 0.65865343 0.45440349 0.62687201 0.58153649 0.36622565] [ 0.58460135 0.65552375 0.36763495 0.72512776 0.31677007] [ 0.31689706 0.59403489 0.47546577 0.70612156 0.48503943] [ 0.84512257 0.35319436 0.64328044 0.30661291 0.36662842] [ 0.40246423 0.59376222 0.55110107 0.7088296 0.44421074] [ 0.86733754 0.38153859 0.53051185 0.17507777 0.41623447] [ 0.18732407 0.70008681 0.40944623 0.83772459 0.56003427] [ 0.47183361 0.4429376 0.60926512 0.75753575 0.46915786] [ 0.40790438 0.42670596 0.58893611 0.65511667 0.38974147] [ 0.83975069 0.31874926 0.45426064 0.19733086 0.31216569] [ 0.52134413 0.43160662 0.45430461 0.50029393 0.49940828] [ 0.09991569 0.61325446 0.46446911 0.89093011 0.48746182] [ 0.36648261 0.61398037 0.433731 0.72247578 0.4868267 ] [ 0.35650984 0.42105547 0.58979434 0.69331006 0.52224903] [ 0.53292263 0.63352014 0.4484366 0.70510424 0.33540644] [ 0.23158747 0.57614204 0.46599389 0.85732587 0.45581292] [ 0.23129744 0.49047319 0.40787006 0.8188207 0.49858359] [ 0.44241049 0.50973916 0.53715315 0.51162321 0.47512086] [ 0.73056453 0.46685943 0.39366143 0.5281616 0.38267752] [ 0.72544547 0.64454641 0.47403669 0.52721797 0.36602688] [ 0.59622091 0.47111331 0.51213186 0.50552298 0.42936148] [ 0.1843173 0.62106716 0.37805513 0.83723635 0.41507728] [ 0.69463448 0.47623494 0.52848968 0.40720381 0.28848398] [ 0.16208011 0.56517592 0.52692312 0.87031663 0.50533489] [ 0.42621493 0.65575415 0.39977911 0.73452107 0.34711202] [ 0.62772063 0.6101017 0.53677187 0.55603857 0.44095401] [ 0.71040581 0.4329411 0.54112207 0.3087431 0.4735504 ] [ 0.69551138 0.66319925 0.4540202 0.64962818 0.43452042] [ 0.35922986 0.52626772 0.51876867 0.58462788 0.54951863] [ 0.36031021 0.58662872 0.54642204 0.62228494 0.56572305] [ 0.52786132 0.46794274 0.5973726 0.67216696 0.45272049] [ 0.57421338 0.5821395 0.4504737 0.58262162 0.43890256] [ 0.19993225 0.51939565 0.4494365 0.77672289 0.46006959] [ 0.67771788 0.45420068 0.52560074 0.42506835 0.45522577] [ 0.36183198 0.58539381 0.34327963 0.68544691 0.54816885] [ 0.17202597 0.60296542 0.46808308 0.87916935 0.54845869] [ 0.26357885 0.58131695 0.49770251 0.66817527 0.48382735] [ 0.71550342 0.42273012 0.59882345 0.42376527 0.42240148] [ 0.74535122 0.40771825 0.63167818 0.33207521 0.46849206] Progress: 22.9% ... Training loss: 0.631 ... Validation loss: 1.098[ 0.57834168 0.46799116 0.50659445 0.38575104 0.42423228] [ 0.07306003 0.61060609 0.49596357 0.93590104 0.63492533] [ 0.70581054 0.45627226 0.53148556 0.43942066 0.39623991] [ 0.56285024 0.46866775 0.64073929 0.58066993 0.43801039] [ 0.12606995 0.52787461 0.53874118 0.69857128 0.63994118] [ 0.52732374 0.64073192 0.48620054 0.74308468 0.50858848] [ 0.84511149 0.35313617 0.64329902 0.30660924 0.36660359] [ 0.73466073 0.38843701 0.555313 0.28195811 0.44867824] [ 0.21556889 0.51378045 0.62632775 0.68400246 0.59388813] [ 0.68223727 0.51957877 0.46892207 0.38109365 0.51993618] [ 0.8036158 0.30451927 0.53404706 0.2827384 0.42117739] [ 0.52049642 0.49172125 0.47614508 0.45700893 0.45346802] [ 0.42177087 0.57632048 0.42732342 0.57731553 0.59891108] [ 0.52145785 0.64867246 0.46628863 0.55494964 0.4120328 ] [ 0.73061802 0.41782699 0.60725511 0.24332692 0.57985214] [ 0.71105902 0.43221085 0.53374365 0.37774979 0.40413102] [ 0.56776392 0.42161143 0.56123799 0.29314508 0.50522621] [ 0.35993959 0.55774238 0.39081366 0.67242002 0.50199289] [ 0.78285479 0.44881169 0.61828171 0.20151716 0.40550102] [ 0.69326582 0.33759626 0.4953922 0.2583155 0.33611047] [ 0.86176051 0.54195828 0.48308279 0.36544442 0.41990647] [ 0.4561237 0.60300567 0.38392865 0.59282083 0.46187742] [ 0.21746501 0.71371083 0.4188101 0.69902092 0.52763174] [ 0.3082831 0.46599389 0.47068618 0.74069683 0.41756976] [ 0.73812491 0.37543078 0.50211473 0.27933075 0.42909907] [ 0.26637966 0.50333738 0.6866949 0.7444038 0.55244211] [ 0.7089302 0.34976643 0.66920476 0.29915418 0.3697014 ] [ 0.81137665 0.47129536 0.46491638 0.36622563 0.32405382] [ 0.79848486 0.3323011 0.58248778 0.3761377 0.4359043 ] [ 0.08411061 0.49667561 0.46471781 0.85223411 0.57451531] [ 0.54889243 0.43890187 0.53039725 0.59407798 0.37042434] [ 0.40497681 0.51700959 0.4049294 0.83017071 0.3961471 ] [ 0.74140303 0.35259382 0.56880188 0.33240226 0.42543207] [ 0.20988646 0.62397607 0.50680613 0.67026471 0.61402996] [ 0.27851894 0.66532407 0.47446032 0.81023817 0.55703347] [ 0.55068088 0.60673917 0.52182396 0.64169163 0.34997832] [ 0.49767902 0.55083178 0.53881507 0.63196693 0.3733861 ] [ 0.22073311 0.42923438 0.53570324 0.67470367 0.47728485] [ 0.51926283 0.49133489 0.44419966 0.50660732 0.40278937] [ 0.4578634 0.59589288 0.44179558 0.50330859 0.34597883] [ 0.61365568 0.63797767 0.50652661 0.49239742 0.35554707] [ 0.41861875 0.43076526 0.42357977 0.64705684 0.43161281] [ 0.48610396 0.53047805 0.37786473 0.46190049 0.48651521] [ 0.71174629 0.50192679 0.5639337 0.37373753 0.55904493] [ 0.66353496 0.57508098 0.40035834 0.67869348 0.41397396] [ 0.50889894 0.55038194 0.28087573 0.54618065 0.38632474] [ 0.61776775 0.41808251 0.55563322 0.3001594 0.57055472] [ 0.64234716 0.46506972 0.63166614 0.61063384 0.42059779] [ 0.28371724 0.468582 0.68107465 0.71634406 0.55576006] [ 0.57167946 0.48395848 0.4220072 0.52134332 0.43077808] [ 0.49328728 0.40278941 0.56828225 0.5108775 0.51148659] [ 0.1519536 0.60059529 0.48072489 0.85479901 0.5084268 ] [ 0.19660496 0.60849234 0.42108614 0.8830594 0.49110729] [ 0.83141753 0.47042088 0.49400159 0.26773086 0.41925496] [ 0.32665779 0.46630083 0.39034645 0.63235956 0.53873207] [ 0.50151404 0.56512617 0.36959895 0.55223864 0.37936248] [ 0.58737259 0.53119924 0.47642198 0.55813783 0.56936967] [ 0.40778484 0.45294721 0.53174811 0.69817314 0.31114848] [ 0.32705794 0.57925844 0.34442808 0.66722872 0.46676532] [ 0.54080074 0.52402729 0.58543753 0.67583343 0.48983209] [ 0.40316615 0.5338549 0.39771643 0.73349662 0.34442508] [ 0.6368809 0.41730932 0.5172906 0.40384416 0.37986222] [ 0.29913389 0.50626609 0.41832356 0.76648413 0.37285254] [ 0.23893087 0.49719902 0.57525029 0.76141731 0.35948334] [ 0.50115075 0.60512056 0.3542112 0.43863643 0.44281244] [ 0.44716523 0.63160809 0.5270252 0.54808486 0.46413547] [ 0.23194679 0.53217338 0.41839878 0.81101672 0.51956121] [ 0.24841615 0.64915132 0.45580658 0.83233355 0.49933957] [ 0.81689243 0.39226438 0.45596743 0.39326024 0.42709814] [ 0.3769794 0.5419392 0.34745542 0.66435941 0.41220968] [ 0.6027345 0.51684856 0.41646344 0.53543426 0.48800156] [ 0.34467674 0.62745529 0.46636996 0.67356365 0.54835098] [ 0.59559695 0.48560113 0.48664469 0.58896089 0.36221414] [ 0.56565784 0.39141094 0.5047751 0.36503389 0.423307 ] [ 0.37352495 0.69365841 0.31192163 0.78905161 0.52797283] [ 0.0628883 0.59473516 0.51421936 0.83537438 0.4817782 ] [ 0.35944607 0.52625393 0.51877349 0.58454739 0.54951434] [ 0.59746075 0.52358846 0.38660265 0.40262842 0.30885711] [ 0.56359474 0.52911404 0.33895388 0.35162352 0.3823526 ] [ 0.76162234 0.51534296 0.60827092 0.37975427 0.45730807] [ 0.43450627 0.39913698 0.66122293 0.65144873 0.51615213] [ 0.75117273 0.42655651 0.46057291 0.18089136 0.30409752] [ 0.11053047 0.5711651 0.49524589 0.86261805 0.61434583] [ 0.73939139 0.41569044 0.49433062 0.23424269 0.43241624] [ 0.46522531 0.44586668 0.51847933 0.44351092 0.64075327] [ 0.59514812 0.50132369 0.45505779 0.62350007 0.38433063] [ 0.56213513 0.45137553 0.47338306 0.53514224 0.41446523] [ 0.3092819 0.50452452 0.39460738 0.71921018 0.64266685] [ 0.92377246 0.25509823 0.57594873 0.07822032 0.38779221] [ 0.3842771 0.40108365 0.45945911 0.52698393 0.57356432] [ 0.11633954 0.6466098 0.52104312 0.9053267 0.54480449] [ 0.62363976 0.41142633 0.62364868 0.28816221 0.5439852 ] [ 0.54317278 0.434894 0.51444784 0.35351691 0.53776616] [ 0.3739692 0.458037 0.55222895 0.61209329 0.41528876] [ 0.74113668 0.31245641 0.6277755 0.31988269 0.57726556] [ 0.5517749 0.54730657 0.39334796 0.53719796 0.30248838] [ 0.84062247 0.42681172 0.58257184 0.14446644 0.46681318] [ 0.39977295 0.5002425 0.52464649 0.53263616 0.51551766] [ 0.23759332 0.5564913 0.5371624 0.77044732 0.54102649] [ 0.8229972 0.31633821 0.64513978 0.18677345 0.44055516] [ 0.42119036 0.53701102 0.3390352 0.52134665 0.41911054] [ 0.77570085 0.33937739 0.43407855 0.18973305 0.3572888 ] [ 0.56775223 0.4552264 0.36105402 0.67165194 0.47573327] [ 0.58403237 0.48871261 0.44477257 0.52142863 0.45665431] [ 0.1026181 0.64874716 0.39354439 0.8884889 0.4788394 ] [ 0.77974285 0.38376337 0.54366114 0.38183057 0.42262328] [ 0.18709389 0.57261493 0.33147779 0.8778593 0.38653939] [ 0.2304921 0.4686132 0.48561712 0.8778708 0.57435536] [ 0.3540226 0.49760603 0.5285625 0.73721139 0.63771234] [ 0.43320777 0.58753877 0.45247028 0.58375002 0.37801675] [ 0.2293342 0.55224405 0.50814382 0.79039557 0.55811616] [ 0.70183375 0.3731466 0.45497211 0.26226703 0.40555196] [ 0.14398608 0.77088885 0.37221018 0.85871227 0.49541001] [ 0.38680224 0.45130359 0.61279103 0.73130457 0.44281504] [ 0.44671704 0.51125276 0.56085455 0.78939637 0.44646887] [ 0.21189692 0.52949009 0.44659486 0.87522618 0.4105963 ] [ 0.73985503 0.52526069 0.51623503 0.42255747 0.45225269] [ 0.49408872 0.49400636 0.45950641 0.72712988 0.50048367] [ 0.32564739 0.58993334 0.45116423 0.64660987 0.38516334] [ 0.73202759 0.43171476 0.55248462 0.29662713 0.33322284] [ 0.49660647 0.51352541 0.5319992 0.48856668 0.39767964] [ 0.45557993 0.45043805 0.58872752 0.68115049 0.34184016] [ 0.61701734 0.53258678 0.52363765 0.55888949 0.47323639] [ 0.09940294 0.50993402 0.40461682 0.90943103 0.47953302] [ 0.41781911 0.41270869 0.581669 0.61324834 0.4488473 ] [ 0.27851894 0.66532407 0.47446032 0.81023817 0.55703347] [ 0.85321241 0.28476961 0.54641818 0.12932651 0.43445922] [ 0.74252131 0.30562273 0.50885396 0.37606952 0.35225325] Progress: 23.0% ... Training loss: 0.630 ... Validation loss: 1.094[ 0.46660654 0.40017005 0.40140381 0.63153819 0.58951249] [ 0.30442407 0.49349752 0.50342444 0.84112493 0.54050356] [ 0.14760421 0.56821267 0.43872654 0.81634823 0.4429018 ] [ 0.12250479 0.56415382 0.5388725 0.85699657 0.56098216] [ 0.54737639 0.54362714 0.61399708 0.48760231 0.47364847] [ 0.66515166 0.40365884 0.46896367 0.31492971 0.33673454] [ 0.12627324 0.53467615 0.43910743 0.79977 0.55346705] [ 0.19940526 0.67060308 0.56144297 0.80474514 0.66052993] [ 0.50615904 0.59021844 0.46211977 0.70719199 0.58621346] [ 0.67515156 0.41112047 0.53587042 0.32137845 0.44488438] [ 0.47370939 0.45305162 0.49631279 0.30844304 0.48516739] [ 0.48497365 0.6345139 0.52711411 0.70739184 0.46952353] [ 0.17172856 0.63481522 0.45361495 0.88123019 0.44182044] [ 0.1376937 0.62315887 0.36007076 0.84006142 0.44578293] [ 0.61309354 0.33379485 0.58341933 0.35307473 0.6062285 ] [ 0.57348911 0.52800892 0.41025692 0.41808024 0.3830045 ] [ 0.70781346 0.46006402 0.63859843 0.33098396 0.42586667] [ 0.4983844 0.52172075 0.48920258 0.58187128 0.50808153] [ 0.5491927 0.57733759 0.40229507 0.59153757 0.47378172] [ 0.25177356 0.5677403 0.60629635 0.78558269 0.51110966] [ 0.28339014 0.63641495 0.46015002 0.80068143 0.51309207] [ 0.33493488 0.59101043 0.60301989 0.68155179 0.63203342] [ 0.57044695 0.56501323 0.50690898 0.68813897 0.53934593] [ 0.71947322 0.41239336 0.65868993 0.2303435 0.52258474] [ 0.30883246 0.5000886 0.57209008 0.65993333 0.60308043] [ 0.53140462 0.43566334 0.59114555 0.70201636 0.44202278] [ 0.51186289 0.53740734 0.38756037 0.36684721 0.40001703] [ 0.24937003 0.66950261 0.41247463 0.64320034 0.564641 ] [ 0.15069044 0.62148147 0.31424868 0.9510385 0.45951083] [ 0.65753534 0.53386745 0.37880874 0.54964123 0.45311229] [ 0.85289472 0.42223465 0.56968016 0.1756804 0.38290573] [ 0.86189879 0.38511619 0.62313177 0.15537966 0.38712517] [ 0.83563319 0.44139097 0.47141117 0.2327363 0.29377039] [ 0.26155188 0.60214046 0.52681932 0.76233692 0.65887027] [ 0.60097549 0.46808677 0.52842265 0.42134868 0.37492579] [ 0.617572 0.48283371 0.49449841 0.32365975 0.48108926] [ 0.72323052 0.38967492 0.56998731 0.26974295 0.34069814] [ 0.51881073 0.36059046 0.51663658 0.55915069 0.44741836] [ 0.39859827 0.50008989 0.52215733 0.81313186 0.44995531] [ 0.43202819 0.52511997 0.42536454 0.70618449 0.53834755] [ 0.26333812 0.59474907 0.41710093 0.73391598 0.50734164] [ 0.50789096 0.60562401 0.56798662 0.6433106 0.53599519] [ 0.73333118 0.29537448 0.52862535 0.3212044 0.46410008] [ 0.41669554 0.64316312 0.34194878 0.53428548 0.57476468] [ 0.45872744 0.55877267 0.45848833 0.55812303 0.49691169] [ 0.42442084 0.48515299 0.42620162 0.64605751 0.49344724] [ 0.78309865 0.42969322 0.59417896 0.23170694 0.50222179] [ 0.84360956 0.45488166 0.45903214 0.17297019 0.36288509] [ 0.88684692 0.36393293 0.48164873 0.151342 0.28179312] [ 0.23167798 0.64258592 0.31996099 0.79599205 0.54374263] [ 0.6721981 0.52920283 0.42439351 0.41100835 0.33849563] [ 0.43499572 0.54472065 0.41512757 0.69098877 0.36196365] [ 0.84123214 0.38585362 0.60331864 0.24866315 0.44211657] [ 0.38069035 0.54104234 0.44313854 0.69605422 0.36710069] [ 0.46298306 0.63291926 0.44613589 0.55592409 0.44856369] [ 0.55132401 0.43491286 0.33113271 0.53595553 0.29459843] [ 0.77438061 0.3197467 0.57707711 0.32474002 0.46449595] [ 0.25942242 0.58065312 0.37656883 0.73691635 0.42673191] [ 0.24936275 0.64660523 0.4289916 0.76144704 0.36927368] [ 0.69758048 0.3343217 0.50209422 0.25798791 0.43845792] [ 0.80438552 0.56702448 0.43717507 0.46128266 0.2941306 ] [ 0.66628678 0.37532764 0.47709072 0.16360762 0.39317284] [ 0.73848997 0.49710395 0.50232784 0.24902815 0.42372707] [ 0.49372484 0.53878336 0.39258693 0.56118166 0.41061623] [ 0.69021626 0.3795247 0.45624652 0.40324542 0.36488781] [ 0.56917804 0.42792428 0.53495986 0.52427184 0.36048778] [ 0.80402025 0.2611809 0.58798523 0.17046508 0.34873731] [ 0.61817585 0.59511097 0.3395779 0.37491028 0.34181846] [ 0.49178918 0.50480407 0.53025769 0.64537597 0.53134055] [ 0.40853693 0.44738172 0.62102765 0.67974862 0.34946244] [ 0.40642525 0.58007555 0.41414738 0.66517424 0.42345921] [ 0.18111908 0.59414765 0.53056289 0.89301089 0.52650829] [ 0.10754744 0.62042008 0.43699381 0.89802736 0.49979993] [ 0.2566773 0.56324518 0.40622772 0.73572376 0.51837231] [ 0.48793073 0.61623049 0.50053301 0.58844943 0.49162167] [ 0.72165829 0.41329999 0.54366784 0.27134905 0.43664661] [ 0.63452627 0.52566058 0.43397299 0.39477715 0.37711618] [ 0.40822499 0.60448961 0.42523674 0.54556133 0.46262712] [ 0.70459702 0.48468251 0.56131091 0.16069254 0.50148296] [ 0.75724029 0.36920793 0.51786397 0.19965353 0.42803855] [ 0.24338756 0.65140122 0.41872683 0.74745771 0.48852679] [ 0.63230988 0.52868379 0.49825569 0.60788125 0.45642811] [ 0.54406484 0.57054677 0.45193408 0.59972599 0.31750649] [ 0.42432306 0.39897562 0.43663347 0.78263364 0.37511231] [ 0.42896159 0.4980591 0.47412522 0.58471843 0.48113872] [ 0.37699299 0.55558637 0.40268497 0.49846659 0.59516663] [ 0.54937596 0.44505139 0.53953829 0.43861114 0.5876659 ] [ 0.49789506 0.65274237 0.4676952 0.51199533 0.51997479] [ 0.32458704 0.45050852 0.50147088 0.73093623 0.40746869] [ 0.62584415 0.42126503 0.42764847 0.48158696 0.35804665] [ 0.46981631 0.69909502 0.41806048 0.66030685 0.48466368] [ 0.29521566 0.49613251 0.37037169 0.60458996 0.57732481] [ 0.4110791 0.49676633 0.51845827 0.67639309 0.37265469] [ 0.7203905 0.48724004 0.47553778 0.43340933 0.37962198] [ 0.77521626 0.68182414 0.41701816 0.62267856 0.31164745] [ 0.55819908 0.53887603 0.43530265 0.54631024 0.53820228] [ 0.67902796 0.49111931 0.59428648 0.48785952 0.44135262] [ 0.4575088 0.45140012 0.45078336 0.60101251 0.40400297] [ 0.28201033 0.50756639 0.48835184 0.62139243 0.41668883] [ 0.3840156 0.43861198 0.49996901 0.67988687 0.38991122] [ 0.46047809 0.5986009 0.60056123 0.64981455 0.5058288 ] [ 0.08622565 0.5546445 0.53674874 0.86267209 0.6472714 ] [ 0.35653158 0.6912662 0.40248344 0.82424683 0.49980068] [ 0.61016778 0.42099896 0.58606909 0.66931237 0.34006499] [ 0.84331895 0.29800213 0.5286514 0.18396547 0.35520296] [ 0.75163422 0.50860845 0.53848509 0.25406716 0.336488 ] [ 0.5369817 0.42637301 0.57568674 0.40390552 0.44805163] [ 0.64777897 0.48393789 0.53303573 0.45373615 0.52451536] [ 0.55482706 0.68019458 0.39912485 0.63179936 0.38988784] [ 0.47365446 0.44490659 0.51293807 0.76975003 0.51132815] [ 0.68221352 0.44108401 0.57567763 0.61620588 0.37656236] [ 0.31387828 0.49801801 0.37611084 0.64776635 0.54785921] [ 0.20988368 0.57819066 0.53758345 0.7645518 0.51245549] [ 0.16462948 0.56950304 0.5012272 0.79332817 0.4796403 ] [ 0.83617118 0.70185781 0.48146211 0.4615318 0.37585347] [ 0.42697109 0.45168819 0.56086381 0.66703204 0.56856748] [ 0.3513303 0.45670382 0.46296831 0.53819036 0.47967883] [ 0.39058874 0.53352801 0.45641442 0.47568796 0.49378638] [ 0.2065206 0.68259638 0.36087611 0.83962014 0.55311888] [ 0.7507687 0.5023888 0.44270607 0.15422848 0.33164177] [ 0.50878751 0.52550765 0.46016751 0.63928121 0.4217914 ] [ 0.80799445 0.54424191 0.4304442 0.27670198 0.3510279 ] [ 0.64512127 0.4938371 0.44857233 0.43102937 0.29783881] [ 0.71505295 0.57647377 0.62796915 0.55087595 0.38059917] [ 0.77282847 0.45115831 0.42680225 0.37416531 0.44006906] [ 0.88374715 0.36325888 0.68673766 0.20123633 0.36969346] [ 0.19860445 0.44476995 0.42382933 0.78974365 0.44294135] [ 0.31632679 0.66976203 0.35171255 0.68325406 0.46930319] Progress: 23.1% ... Training loss: 0.630 ... Validation loss: 1.091[ 0.8606711 0.28635912 0.58507945 0.13419509 0.40090787] [ 0.53258692 0.54358502 0.4234629 0.52811531 0.48087848] [ 0.55672235 0.4270848 0.52008292 0.41022493 0.4018606 ] [ 0.44814102 0.5060951 0.49347793 0.65657212 0.35959869] [ 0.64983997 0.41902803 0.44538046 0.36578326 0.46988148] [ 0.5644949 0.5054252 0.5026171 0.4547694 0.3246732] [ 0.79200965 0.36350432 0.5807591 0.29605461 0.47845832] [ 0.6362495 0.38335117 0.64523003 0.57197007 0.32091006] [ 0.25440932 0.53274189 0.46805121 0.78264332 0.55066473] [ 0.37446418 0.47201599 0.4402851 0.44624168 0.5733633 ] [ 0.23376668 0.55803371 0.48973175 0.79073674 0.42451048] [ 0.76771688 0.51852 0.57020608 0.21707396 0.44736791] [ 0.59129116 0.41925507 0.40746563 0.53468144 0.42009799] [ 0.30086854 0.49019026 0.48100358 0.61701244 0.60471476] [ 0.39990465 0.533181 0.39565776 0.46898704 0.44565913] [ 0.78620098 0.3596621 0.57852422 0.22275772 0.44837482] [ 0.40720019 0.50474808 0.47306454 0.6150644 0.45282915] [ 0.15631032 0.50059454 0.44561774 0.88272009 0.49336593] [ 0.66558451 0.43165917 0.51147259 0.53361183 0.43444367] [ 0.45176598 0.57586444 0.4460676 0.63626911 0.59028819] [ 0.52445652 0.49059276 0.36596248 0.57280854 0.45701607] [ 0.61178239 0.33654691 0.55084394 0.41172541 0.43395949] [ 0.43891379 0.39992079 0.58195025 0.73919444 0.48050783] [ 0.46360654 0.36093321 0.6569865 0.72021616 0.49817871] [ 0.56932339 0.41619322 0.43107959 0.42901093 0.40201648] [ 0.55986104 0.57176836 0.47069012 0.68957319 0.40819006] [ 0.79311425 0.32092672 0.58812968 0.19576938 0.40443055] [ 0.07804241 0.62453022 0.44906027 0.90620378 0.47757735] [ 0.33752083 0.64608476 0.47110123 0.68453314 0.32968386] [ 0.48141029 0.4947147 0.38034761 0.50397579 0.36615091] [ 0.51455544 0.59502482 0.58063686 0.52239712 0.53176037] [ 0.66964569 0.40983828 0.34382227 0.49803468 0.32538162] [ 0.59167265 0.4134442 0.58588906 0.29350793 0.564969 ] [ 0.38022691 0.34308544 0.52227876 0.71828239 0.43722987] [ 0.32494846 0.50801097 0.58563674 0.74736509 0.43606086] [ 0.82476599 0.34749243 0.46467778 0.17690774 0.25108434] [ 0.13945579 0.62969195 0.37903047 0.89882834 0.43677717] [ 0.1350666 0.61247931 0.48515159 0.88632658 0.53183162] [ 0.14496201 0.56572009 0.440302 0.90022693 0.55271218] [ 0.35712047 0.49488895 0.46973799 0.64691475 0.61780347] [ 0.435392 0.54393182 0.42358216 0.55962126 0.43834527] [ 0.26326075 0.47824195 0.615115 0.75081223 0.34360058] [ 0.81637998 0.39250837 0.45587128 0.39365754 0.42719147] [ 0.421233 0.72922195 0.37424319 0.6133122 0.48581613] [ 0.45728645 0.59619605 0.44166346 0.5036584 0.34609352] [ 0.83271756 0.46261686 0.57005742 0.14681742 0.45392888] [ 0.4193216 0.62916549 0.38829129 0.67391088 0.39829787] [ 0.65069418 0.45361564 0.59112379 0.31967444 0.40725513] [ 0.23174065 0.65330585 0.37417075 0.71702169 0.48284901] [ 0.66593306 0.54460196 0.25542401 0.50824097 0.32247936] [ 0.39790629 0.53275655 0.46592792 0.60768425 0.39157138] [ 0.6061986 0.53194652 0.38474055 0.53412039 0.41054598] [ 0.10129939 0.64212179 0.46510897 0.94471361 0.65828515] [ 0.56490695 0.44649098 0.36370819 0.62363496 0.42593862] [ 0.28338884 0.63633058 0.50751206 0.71150213 0.5645888 ] [ 0.39364954 0.36658667 0.53869401 0.75647175 0.39816695] [ 0.39350254 0.57165852 0.49977687 0.82527886 0.41170366] [ 0.75314058 0.46222738 0.50538594 0.27906709 0.41129031] [ 0.51216398 0.57826264 0.32338009 0.47027748 0.32023951] [ 0.64412368 0.5616581 0.45926072 0.5184774 0.30099085] [ 0.78557475 0.41397165 0.42698083 0.22959337 0.29574152] [ 0.36689705 0.48284442 0.44838168 0.80087952 0.44699006] [ 0.32227088 0.5209915 0.29140911 0.741674 0.35534839] [ 0.80708628 0.3063087 0.53210198 0.23945957 0.36518291] [ 0.24965492 0.52781961 0.58847437 0.84120215 0.4916314 ] [ 0.22151033 0.60046644 0.39024022 0.79145577 0.46149721] [ 0.55684779 0.37863596 0.39041142 0.32662007 0.33015527] [ 0.16588321 0.5998087 0.48179909 0.85782333 0.56001919] [ 0.79600833 0.49617407 0.44387424 0.55748229 0.37596207] [ 0.31050574 0.68711477 0.39700245 0.76327535 0.51436595] [ 0.56696687 0.42904572 0.59491971 0.46457382 0.51836458] [ 0.64741807 0.54354316 0.57519159 0.44255983 0.52162736] [ 0.55772706 0.32920235 0.49898149 0.45687466 0.61842402] [ 0.54499932 0.52404213 0.58645719 0.55431401 0.44918782] [ 0.56507344 0.39168575 0.50465271 0.36538892 0.42341571] [ 0.552894 0.433966 0.6247614 0.51579855 0.55907986] [ 0.63050628 0.41406076 0.6251238 0.30797231 0.61741583] [ 0.48949883 0.4667607 0.52459598 0.28614514 0.59369942] [ 0.14952119 0.71833306 0.326787 0.81327809 0.51953398] [ 0.28211434 0.49397597 0.4692425 0.61241983 0.49001214] [ 0.12949232 0.58813442 0.43078198 0.80084556 0.60290651] [ 0.21585936 0.54891156 0.49432499 0.88142732 0.58502327] [ 0.39684991 0.5398259 0.42095625 0.69520872 0.44858889] [ 0.61703306 0.48307724 0.49440407 0.32395434 0.48117576] [ 0.57011336 0.44289383 0.34909779 0.39088071 0.43423614] [ 0.75131705 0.42410526 0.4666615 0.40677447 0.46962949] [ 0.33921652 0.59052097 0.4518179 0.50113784 0.45080061] [ 0.17105257 0.50645117 0.50761624 0.75177961 0.51985297] [ 0.57589225 0.43783063 0.57831029 0.54731417 0.48773248] [ 0.40350289 0.50620505 0.44972446 0.60940594 0.38396598] [ 0.60879248 0.583799 0.40209286 0.49360692 0.37017177] [ 0.53484562 0.5517801 0.37833248 0.46046982 0.38433433] [ 0.16132573 0.54686096 0.41446091 0.85863012 0.50121953] [ 0.62213877 0.5960214 0.50221245 0.57937008 0.478422 ] [ 0.85681602 0.49911677 0.51608624 0.3093775 0.35338167] [ 0.35548961 0.3454659 0.67150018 0.69279901 0.49877826] [ 0.42480103 0.5892472 0.3219102 0.76457754 0.56377646] [ 0.45788175 0.67315183 0.42376398 0.67782181 0.44386496] [ 0.7124173 0.32434626 0.66328351 0.35053469 0.35467787] [ 0.62695157 0.52384812 0.42685373 0.59053453 0.49323387] [ 0.67187746 0.43839447 0.52302016 0.33559609 0.51396486] [ 0.35657879 0.52198663 0.57706227 0.65830057 0.56062532] [ 0.57826942 0.44718398 0.49879056 0.52694282 0.36818652] [ 0.77713449 0.4525678 0.54329854 0.34265526 0.41145964] [ 0.75877013 0.24548937 0.39159255 0.1990316 0.38748559] [ 0.19265688 0.52252273 0.5848481 0.87691529 0.58799086] [ 0.6944441 0.55121071 0.38063193 0.57777867 0.33473802] [ 0.61449248 0.52622738 0.58183097 0.4558438 0.45043435] [ 0.47019505 0.64676149 0.40546092 0.73749801 0.36199337] [ 0.87391432 0.49570437 0.47647264 0.33776847 0.36867884] [ 0.77192486 0.40792056 0.39952347 0.27846699 0.41406991] [ 0.15602378 0.64536793 0.46328903 0.81563505 0.62123461] [ 0.43445675 0.49188333 0.56101249 0.79875356 0.52131308] [ 0.84324318 0.45513552 0.45893384 0.1731856 0.36296886] [ 0.62580011 0.42160537 0.42131155 0.48211718 0.43515584] [ 0.32588971 0.53963555 0.489704 0.81057704 0.42594964] [ 0.34529365 0.5400544 0.41478248 0.8402634 0.31945021] [ 0.20113299 0.5522094 0.5139375 0.84333769 0.54964248] [ 0.08792539 0.6152128 0.54226362 0.95972522 0.65563439] [ 0.49141564 0.49767273 0.40767263 0.58530919 0.54261798] [ 0.58648243 0.66543189 0.37416249 0.7395081 0.53126192] [ 0.73710935 0.34826108 0.47039902 0.47084703 0.28745007] [ 0.35551769 0.50618664 0.36058991 0.60349245 0.353264 ] [ 0.77988809 0.4759046 0.56591865 0.34107013 0.42581001] [ 0.49359866 0.31653708 0.53691167 0.74511616 0.40243824] [ 0.84083688 0.3472422 0.67661457 0.21237833 0.44153119] [ 0.59857147 0.5069236 0.50728179 0.37541291 0.44549885] [ 0.23867846 0.62957577 0.39657098 0.76609257 0.55453854] Progress: 23.1% ... Training loss: 0.630 ... Validation loss: 1.087[ 0.7234375 0.49921792 0.40608105 0.28431023 0.43864112] [ 0.56641934 0.52367477 0.5128424 0.45236699 0.45624683] [ 0.18975038 0.54890766 0.52303507 0.86387941 0.64412471] [ 0.78771139 0.42224041 0.47738472 0.46966702 0.39082866] [ 0.89135758 0.27784473 0.66707504 0.13109318 0.42910729] [ 0.52899755 0.42889439 0.51290381 0.75964224 0.41970351] [ 0.90425152 0.36940237 0.5220351 0.19588647 0.34067287] [ 0.68541222 0.50425032 0.54536834 0.3572437 0.3757361 ] [ 0.49303697 0.53428556 0.56998359 0.7572935 0.3546045 ] [ 0.18158676 0.52268699 0.53097531 0.75808074 0.49121272] [ 0.69514291 0.39156666 0.533301 0.23473204 0.41094817] [ 0.6377613 0.60962181 0.30766932 0.40781698 0.40023203] [ 0.07733692 0.52587274 0.51910672 0.91699443 0.58020845] [ 0.19941119 0.47834235 0.42200949 0.8329461 0.46979154] [ 0.3503216 0.5595146 0.4008993 0.67593442 0.55935519] [ 0.29770856 0.60505643 0.53988146 0.54273051 0.53303548] [ 0.15246784 0.62870786 0.3763559 0.86106747 0.51716621] [ 0.54893663 0.58226139 0.34163592 0.55819697 0.50336188] [ 0.29540426 0.56038943 0.37304654 0.81736942 0.40073276] [ 0.47355895 0.35054078 0.54361085 0.69128029 0.56364294] [ 0.63105101 0.35348744 0.53316046 0.2628772 0.61192871] [ 0.71543744 0.38229536 0.60270543 0.25849591 0.33306977] [ 0.76460425 0.36953852 0.52188709 0.289322 0.40594229] [ 0.75719211 0.48913226 0.46540555 0.39948409 0.36505624] [ 0.89436739 0.40214446 0.38800017 0.17369755 0.30557545] [ 0.38549592 0.51790074 0.57796847 0.74043897 0.51005198] [ 0.41388492 0.40934232 0.56856264 0.75349763 0.43423509] [ 0.55886545 0.62659701 0.37867208 0.43856251 0.39196505] [ 0.2629132 0.45604541 0.47555352 0.84506143 0.58348764] [ 0.37672288 0.46945948 0.58875978 0.81018621 0.56395517] [ 0.0954679 0.71019473 0.37892339 0.94673675 0.59818423] [ 0.27092002 0.56507067 0.33175739 0.71794748 0.49394713] [ 0.34598801 0.52396832 0.38814673 0.54183985 0.53748252] [ 0.17833841 0.68281988 0.40267171 0.7106855 0.5165707 ] [ 0.55751771 0.46416519 0.54662499 0.59744784 0.35874674] [ 0.39441901 0.55587436 0.38215708 0.66225439 0.47072143] [ 0.53833509 0.48473886 0.51552847 0.70427575 0.44242245] [ 0.21581721 0.54899404 0.49430131 0.8814722 0.58505574] [ 0.15624495 0.6210698 0.38906685 0.93161345 0.43835593] [ 0.8650769 0.37404293 0.48160307 0.32895688 0.39801979] [ 0.50755146 0.57075507 0.46949446 0.57603891 0.34647812] [ 0.42357933 0.37214943 0.4075882 0.46469916 0.6068942 ] [ 0.4936556 0.42063347 0.38776095 0.64987693 0.33954055] [ 0.49426597 0.36872456 0.62921018 0.66615257 0.47927547] [ 0.7048681 0.60699895 0.51322022 0.42161438 0.41954456] [ 0.49852937 0.45830931 0.52433679 0.50224988 0.51063684] [ 0.88870716 0.4373826 0.57085784 0.13837082 0.38228981] [ 0.71276729 0.49096129 0.5174203 0.44343249 0.35372532] [ 0.53192214 0.54689146 0.49844215 0.47824891 0.56503402] [ 0.29380625 0.51958237 0.57907986 0.76176024 0.50044046] [ 0.31222979 0.41258656 0.54181989 0.67719968 0.57553523] [ 0.57253854 0.50414546 0.65073681 0.52808384 0.49407173] [ 0.84325512 0.4338505 0.62507987 0.20129252 0.46928585] [ 0.19393633 0.71505726 0.40044074 0.78443595 0.53804978] [ 0.10014323 0.65256455 0.42892833 0.93364666 0.50245254] [ 0.1005575 0.64186867 0.39558995 0.93301303 0.54708021] [ 0.31472866 0.41366619 0.52553903 0.76179307 0.34444541] [ 0.30106736 0.46604948 0.46225813 0.71460797 0.40315568] [ 0.85471269 0.38821166 0.51975057 0.15386991 0.36951363] [ 0.62688921 0.52292676 0.4323763 0.33954345 0.40833311] [ 0.3709032 0.47682467 0.49959605 0.59353307 0.57395178] [ 0.43863507 0.48952107 0.51897912 0.67566805 0.43312295] [ 0.33254379 0.44465767 0.48322382 0.63295974 0.45222578] [ 0.58616681 0.55417604 0.48541347 0.50329807 0.48632589] [ 0.47124238 0.5552489 0.49796192 0.49007309 0.44800805] [ 0.37673204 0.51466284 0.45460809 0.77213329 0.30719331] [ 0.56000343 0.57174765 0.470707 0.68952557 0.40818488] [ 0.42259269 0.62918745 0.42129205 0.55842091 0.42334675] [ 0.3746391 0.53666427 0.27807669 0.79578805 0.49909512] [ 0.17177127 0.65407115 0.31296232 0.89704128 0.41560952] [ 0.4813304 0.40003372 0.55135552 0.64044655 0.428145 ] [ 0.54526402 0.34836417 0.54711684 0.61471751 0.31316343] [ 0.41195019 0.64113682 0.51587856 0.51550912 0.40140457] [ 0.79041696 0.38079443 0.58002949 0.22299711 0.43762082] [ 0.70791583 0.5470041 0.60171787 0.52185219 0.37596563] [ 0.36398308 0.48454339 0.41004776 0.78587396 0.45183361] [ 0.13972891 0.64737456 0.49044426 0.88914746 0.55910288] [ 0.11220961 0.63001512 0.40723716 0.90447091 0.4321798 ] [ 0.53899751 0.42726205 0.43876627 0.8015978 0.4439099 ] [ 0.88908681 0.37093467 0.44253996 0.1369464 0.40621325] [ 0.57168118 0.52871548 0.43341864 0.63012466 0.45631945] [ 0.60228946 0.50393638 0.43249241 0.51450794 0.32476057] [ 0.41593259 0.39381853 0.51392559 0.66159237 0.38314807] [ 0.52130115 0.62915241 0.33858238 0.5652946 0.37539879] [ 0.61941043 0.49972211 0.42065201 0.76932117 0.30626013] [ 0.73082716 0.63170434 0.52132854 0.46624241 0.43901887] [ 0.27433086 0.56704964 0.33026871 0.83649659 0.32884232] [ 0.77833458 0.49575922 0.5563524 0.38974031 0.49954668] [ 0.69857326 0.4347916 0.6170118 0.20149175 0.49544005] [ 0.21444958 0.64327518 0.50902679 0.87424784 0.61206659] [ 0.74721289 0.39156774 0.46331348 0.46718861 0.38674162] [ 0.7956567 0.45980153 0.55677601 0.31151732 0.40384798] [ 0.5847875 0.33782503 0.65686183 0.27478161 0.64565321] [ 0.70651083 0.44836423 0.60739706 0.4061076 0.42063862] [ 0.21935038 0.42616391 0.43195032 0.76017762 0.50568727] [ 0.81159676 0.31715837 0.59954618 0.33925387 0.32541665] [ 0.33938258 0.54703554 0.42638321 0.75799404 0.65052109] [ 0.55316437 0.54263256 0.54602417 0.44678159 0.34760397] [ 0.52686786 0.47630897 0.40565534 0.4072601 0.4200614 ] [ 0.54083228 0.55535113 0.51035277 0.48178513 0.3108985 ] [ 0.66634395 0.53581235 0.49577218 0.37625685 0.4892587 ] [ 0.32803128 0.55055766 0.57182746 0.77052545 0.53512888] [ 0.64689701 0.45039661 0.60016099 0.55123175 0.45100482] [ 0.67921572 0.46339592 0.53905451 0.46991639 0.40053223] [ 0.72765304 0.49671669 0.59393272 0.47598889 0.47206363] [ 0.46380973 0.48324043 0.3646562 0.58488794 0.43530412] [ 0.59565098 0.59629689 0.4906222 0.59900773 0.42103088] [ 0.25026853 0.50665993 0.45148246 0.71446438 0.39765034] [ 0.51339942 0.45967613 0.45854641 0.63229088 0.37994415] [ 0.70718778 0.35000361 0.40171777 0.38297991 0.35033061] [ 0.45054375 0.42863345 0.54290487 0.64255997 0.48145878] [ 0.62201779 0.44523242 0.62882878 0.44697795 0.43709482] [ 0.61803672 0.58820379 0.48685965 0.54399766 0.4222852 ] [ 0.50037846 0.64916681 0.35249332 0.68154659 0.37284518] [ 0.197679 0.66337706 0.42889265 0.76174594 0.47790154] [ 0.30943896 0.55202429 0.46351743 0.62241295 0.41711332] [ 0.19965926 0.6220696 0.30812398 0.8512971 0.50317826] [ 0.52568156 0.55244254 0.37157639 0.60043227 0.36813421] [ 0.55618057 0.32875222 0.47096927 0.58402942 0.50074551] [ 0.53966485 0.43924212 0.58472994 0.17559048 0.45373789] [ 0.50517912 0.64515934 0.57463908 0.68951717 0.49178042] [ 0.66982739 0.65998973 0.50856529 0.41631461 0.42320079] [ 0.16416447 0.56377501 0.45394477 0.87806947 0.51676911] [ 0.3986543 0.48252585 0.46272984 0.65830745 0.30189794] [ 0.32945608 0.44571779 0.45132516 0.85496829 0.43261619] [ 0.60374328 0.5274219 0.40112749 0.44251191 0.45675181] [ 0.43723799 0.6969733 0.40682476 0.68869623 0.45150642] [ 0.47418927 0.45955539 0.60901462 0.46992853 0.55209071] Progress: 23.1% ... Training loss: 0.630 ... Validation loss: 1.085[ 0.73256131 0.29565136 0.52848464 0.3215803 0.46422792] [ 0.60985129 0.40490058 0.52775026 0.23549588 0.45530402] [ 0.59202665 0.46145921 0.54330878 0.40654719 0.33456066] [ 0.40085133 0.4613845 0.50605014 0.61518326 0.42758744] [ 0.88396457 0.29540588 0.47795982 0.17030031 0.30080226] [ 0.53736094 0.52084946 0.53923362 0.50812994 0.38229613] [ 0.31780426 0.55638036 0.49082379 0.78113823 0.4788896 ] [ 0.81822865 0.40261253 0.59704249 0.27645677 0.44450909] [ 0.65890768 0.31191938 0.55375753 0.35208606 0.37455446] [ 0.48563993 0.4229798 0.62507843 0.64889427 0.47047888] [ 0.38011941 0.49968047 0.64445481 0.70385845 0.52184482] [ 0.67864202 0.43775116 0.57320456 0.41836122 0.48485 ] [ 0.16340375 0.59450664 0.426821 0.92279893 0.52000623] [ 0.09035485 0.68583863 0.46261003 0.93188436 0.68238119] [ 0.40790159 0.56637836 0.4669518 0.52319729 0.65538857] [ 0.15628838 0.55592527 0.40752762 0.88244321 0.54571655] [ 0.31937705 0.50813099 0.56155117 0.52914178 0.65818249] [ 0.18869028 0.52093467 0.57034747 0.82119764 0.63910776] [ 0.67050415 0.50016163 0.53001906 0.47627688 0.37251529] [ 0.55706081 0.41954623 0.53595337 0.5538908 0.39493693] [ 0.16410432 0.70101395 0.38953924 0.84157101 0.56745535] [ 0.52083247 0.37951373 0.57790657 0.43919532 0.54594823] [ 0.94220526 0.41750302 0.54065515 0.19635669 0.33601022] [ 0.39080099 0.58352739 0.43473583 0.54235904 0.43129256] [ 0.81435134 0.42563316 0.49231226 0.22595542 0.26462687] [ 0.84951186 0.35327268 0.63834996 0.33524166 0.38084684] [ 0.10857391 0.53636959 0.42878564 0.8892499 0.52224335] [ 0.25438728 0.53285107 0.46801673 0.78271352 0.55070914] [ 0.3370541 0.53516098 0.62010571 0.42125618 0.59905149] [ 0.82316056 0.39330087 0.47878306 0.33732159 0.39278447] [ 0.34667279 0.44696558 0.53882512 0.5037537 0.45631708] [ 0.74578538 0.29343293 0.5362206 0.32631298 0.44412422] [ 0.15000434 0.52481786 0.53551456 0.80337952 0.46512646] [ 0.76696797 0.5008096 0.40672398 0.54967018 0.43284066] [ 0.20398771 0.70914753 0.32492746 0.87687533 0.43461418] [ 0.60036245 0.51812964 0.41597022 0.53700816 0.48851458] [ 0.37007368 0.64082173 0.37420204 0.78138197 0.42071908] [ 0.25016436 0.60693209 0.41151143 0.60426397 0.46072876] [ 0.52558132 0.42600279 0.49150198 0.52550856 0.49187523] [ 0.16718594 0.6801158 0.44071002 0.76833943 0.45909423] [ 0.75693 0.45905308 0.32216661 0.26407397 0.31422373] [ 0.43745656 0.62059454 0.47821413 0.73602483 0.45310608] [ 0.17341186 0.47283376 0.46370027 0.87590816 0.66620158] [ 0.48357185 0.48895157 0.58728593 0.53385226 0.62095665] [ 0.42291237 0.44541418 0.5361051 0.45782039 0.53787673] [ 0.46539887 0.519488 0.63556704 0.78400968 0.43754385] [ 0.78316428 0.35805901 0.55531423 0.27923523 0.39015838] [ 0.56453585 0.40085593 0.66477921 0.63703699 0.43101234] [ 0.73204397 0.53594507 0.4865481 0.48757404 0.4493285 ] [ 0.5230443 0.49512056 0.57014612 0.53750439 0.37341181] [ 0.54846886 0.41725169 0.67351901 0.65834914 0.46115999] [ 0.64613238 0.47062562 0.39664632 0.52623207 0.38106713] [ 0.51807614 0.39005612 0.55775663 0.68742053 0.4047197 ] [ 0.70165624 0.40737915 0.38630046 0.34952091 0.43718139] [ 0.47867313 0.37768981 0.50481474 0.73250847 0.48872871] [ 0.81010979 0.47201037 0.46463956 0.36717829 0.32428909] [ 0.54667436 0.43896567 0.57798284 0.32296834 0.61354598] [ 0.76363316 0.32745343 0.60247042 0.25597809 0.36211807] [ 0.67657794 0.52914282 0.48690805 0.37188072 0.47472819] [ 0.46853024 0.56754624 0.44924863 0.45456878 0.47641289] [ 0.70061273 0.43481184 0.55713678 0.31357542 0.37178664] [ 0.80494336 0.33466694 0.50134527 0.16952832 0.40873847] [ 0.21933093 0.58144339 0.54928707 0.82728111 0.45906789] [ 0.18386928 0.60897349 0.45289891 0.87877003 0.61560939] [ 0.18193534 0.6487135 0.36210803 0.7384668 0.45344319] [ 0.47555349 0.64743054 0.30979504 0.41482032 0.43732166] [ 0.9184145 0.37880379 0.42123799 0.30182014 0.26408104] [ 0.66221843 0.49999017 0.45096064 0.52689115 0.46191368] [ 0.5324014 0.44256035 0.55688565 0.38917754 0.38873955] [ 0.43088556 0.60306163 0.5218889 0.61311217 0.48885484] [ 0.46202309 0.60686093 0.40735459 0.67665152 0.35471287] [ 0.42915929 0.49940824 0.50473325 0.41549891 0.45512908] [ 0.78608776 0.3193759 0.44689218 0.33478888 0.31863736] [ 0.51956464 0.60148624 0.47065189 0.59471999 0.37468422] [ 0.92200968 0.29144926 0.58468082 0.13032334 0.3740746 ] [ 0.29180784 0.65403959 0.45916843 0.74930076 0.5410783 ] [ 0.47252344 0.57551398 0.52012391 0.73430781 0.40064949] [ 0.50546665 0.45227123 0.57899618 0.59826272 0.51195688] [ 0.61844666 0.32738595 0.56220626 0.40582154 0.40606463] [ 0.43750428 0.70755582 0.44918025 0.63187585 0.5156967 ] [ 0.85892999 0.44662285 0.57826813 0.19969871 0.37801321] [ 0.82246087 0.38994555 0.48098548 0.33727744 0.48939708] [ 0.65944537 0.55139922 0.57952653 0.38254651 0.38721876] [ 0.40677517 0.51316299 0.59302372 0.73501883 0.49585688] [ 0.47063549 0.55799174 0.38760907 0.67502432 0.24332018] [ 0.27205176 0.45342305 0.39097233 0.74756363 0.5386594 ] [ 0.69188998 0.45339429 0.46102552 0.23731153 0.46644772] [ 0.18152768 0.63259136 0.30467466 0.71912412 0.49779193] [ 0.29532842 0.54432598 0.46073128 0.85442113 0.46649468] [ 0.78558097 0.38170639 0.60384685 0.23590623 0.4715576 ] [ 0.27580203 0.61309911 0.51283223 0.85973442 0.46215896] [ 0.77266169 0.39375354 0.5294752 0.32999285 0.29430472] [ 0.08941213 0.5272294 0.58175748 0.92690719 0.69353751] [ 0.51524445 0.40179254 0.53583733 0.60448678 0.43049647] [ 0.62887832 0.54876215 0.38391016 0.444316 0.51559921] [ 0.41851522 0.55406152 0.42315626 0.55734911 0.60999337] [ 0.64360914 0.41832055 0.600818 0.50220205 0.41605496] [ 0.77448275 0.44030437 0.56200559 0.38169423 0.34477834] [ 0.49668438 0.44458716 0.58056127 0.70263485 0.40995784] [ 0.50018039 0.52256157 0.5316941 0.26245591 0.50219346] [ 0.34775386 0.59953236 0.40493272 0.71815636 0.46902963] [ 0.57656601 0.51358551 0.48942983 0.55523345 0.3158188 ] [ 0.76367271 0.31333564 0.62193072 0.15975551 0.49645821] [ 0.4016943 0.5186901 0.34099719 0.5663269 0.45349064] [ 0.58301918 0.52474377 0.3895669 0.26168678 0.43148609] [ 0.43203635 0.48839343 0.43426241 0.59690824 0.51686189] [ 0.67551837 0.50048553 0.32375173 0.5037507 0.35039515] [ 0.23339815 0.61348062 0.50248053 0.80544648 0.56116252] [ 0.84817884 0.40711888 0.60211697 0.18443257 0.36138992] [ 0.50734661 0.57576818 0.3614974 0.55145045 0.37383895] [ 0.71549866 0.2535778 0.41691166 0.23982241 0.38866212] [ 0.40073889 0.60739435 0.31192248 0.73144855 0.35092552] [ 0.24342535 0.65810372 0.43437527 0.88954901 0.49416355] [ 0.13268177 0.61164306 0.53486573 0.77859091 0.5195638 ] [ 0.79541364 0.48013278 0.50002629 0.25978756 0.31278142] [ 0.48104015 0.57159624 0.47824244 0.37969889 0.37937126] [ 0.15442374 0.62811511 0.45228038 0.89384754 0.44308406] [ 0.26430381 0.53071503 0.38392435 0.71852777 0.42931103] [ 0.31832619 0.67419708 0.54330279 0.70514385 0.52239744] [ 0.16620934 0.66798688 0.44359395 0.77050549 0.48993882] [ 0.61460307 0.41045021 0.40435672 0.59610868 0.40115962] [ 0.59174568 0.46379989 0.4782014 0.38131102 0.37355177] [ 0.48220426 0.42111871 0.53396552 0.41745704 0.58476356] [ 0.70961016 0.45149057 0.37094205 0.42660812 0.46896333] [ 0.10367894 0.63524796 0.43493624 0.94113533 0.58058237] [ 0.71223079 0.46895682 0.45341454 0.39754419 0.45145102] [ 0.65859427 0.47026678 0.55695519 0.37773353 0.51152515] [ 0.68205532 0.39553437 0.60860198 0.39765497 0.46126804] Progress: 23.2% ... Training loss: 0.629 ... Validation loss: 1.085[ 0.49010358 0.60713091 0.43215887 0.57142828 0.34028725] [ 0.84886242 0.44722131 0.46207882 0.25820688 0.35902495] [ 0.88387927 0.34432109 0.56783658 0.21403631 0.41297608] [ 0.90348648 0.33472336 0.53423882 0.18715585 0.31397247] [ 0.79916292 0.3861783 0.53804912 0.34891646 0.45042174] [ 0.60366806 0.43582514 0.42543721 0.53168805 0.43098162] [ 0.37124927 0.47267364 0.6202345 0.81678036 0.45003535] [ 0.29529099 0.62865652 0.52120886 0.85123501 0.56856478] [ 0.57674311 0.51950261 0.37956826 0.30895476 0.3839029 ] [ 0.46301507 0.5442564 0.53140973 0.45732857 0.36799595] [ 0.2854419 0.62770856 0.3438535 0.73503855 0.44068166] [ 0.69507726 0.42200342 0.53648613 0.20533131 0.30897221] [ 0.47412931 0.63458423 0.47364048 0.69504316 0.41192882] [ 0.24888912 0.59800799 0.52228965 0.8861045 0.60786368] [ 0.08861594 0.64415015 0.43884094 0.89590447 0.63423469] [ 0.48810638 0.48834818 0.461357 0.41951786 0.40874975] [ 0.6322358 0.49287738 0.35199164 0.39832994 0.39659995] [ 0.65594511 0.48819152 0.57732568 0.29684721 0.5459606 ] [ 0.68072727 0.40983184 0.53864172 0.69534229 0.38830355] [ 0.4663471 0.46131848 0.46463543 0.77003593 0.34723759] [ 0.43776696 0.45687116 0.4713903 0.34936853 0.60298838] [ 0.39992376 0.41246522 0.50091224 0.76653741 0.47759223] [ 0.3973091 0.57386749 0.46192583 0.77767639 0.30391306] [ 0.17509654 0.60064275 0.34766811 0.85102683 0.49106452] [ 0.10065657 0.5470022 0.38253038 0.92888185 0.44692289] [ 0.5546232 0.48080899 0.50853647 0.62498394 0.48690591] [ 0.61621544 0.57019629 0.54626286 0.50771175 0.32637966] [ 0.78048547 0.48991197 0.47505092 0.33829815 0.34965434] [ 0.74805242 0.28500369 0.60857352 0.21622271 0.37894188] [ 0.56814262 0.51709446 0.46660552 0.54470375 0.53315339] [ 0.55932484 0.51224796 0.52508217 0.59679489 0.3548908 ] [ 0.35230469 0.43035335 0.50490769 0.81510956 0.53873388] [ 0.83556843 0.38623581 0.43037004 0.34774597 0.39011121] [ 0.67068241 0.40184602 0.51757008 0.39514463 0.57771861] [ 0.38829194 0.47536716 0.50823557 0.59970236 0.53369301] [ 0.75834047 0.50113688 0.40247685 0.48578827 0.33205301] [ 0.50177285 0.66641002 0.40983032 0.61814495 0.56995795] [ 0.54199673 0.43082579 0.60052359 0.65782166 0.4486112 ] [ 0.28532368 0.63292523 0.43625179 0.73241161 0.49635272] [ 0.83349272 0.35989254 0.63583262 0.15610122 0.48181629] [ 0.42652276 0.46852421 0.48103368 0.59685698 0.35203266] [ 0.66443787 0.51446578 0.60170752 0.57886247 0.40880721] [ 0.65616224 0.48211214 0.43849252 0.35284408 0.32225121] [ 0.42034746 0.72971851 0.37401445 0.61389784 0.48608835] [ 0.36506305 0.56026028 0.46246914 0.5640252 0.43213758] [ 0.27990465 0.52197228 0.42691192 0.73758827 0.56817197] [ 0.54591009 0.56345838 0.53208031 0.65349533 0.4194308 ] [ 0.69191395 0.59441435 0.26213887 0.44394022 0.32729336] [ 0.59847908 0.48939901 0.40122742 0.60705796 0.43017646] [ 0.27312937 0.61009959 0.32252592 0.81953156 0.34580576] [ 0.79856542 0.37023308 0.6374207 0.19566499 0.38568647] [ 0.1760136 0.63741175 0.42163787 0.87704511 0.53177376] [ 0.19172262 0.67923308 0.40910828 0.74709511 0.44445305] [ 0.59645421 0.55433305 0.34495342 0.43248765 0.31778864] [ 0.61876877 0.44770216 0.54704267 0.45606133 0.31487222] [ 0.727442 0.47337507 0.44922401 0.44854056 0.36556369] [ 0.58657865 0.39269604 0.5178806 0.31064678 0.41191126] [ 0.74195655 0.54749483 0.57139174 0.40449945 0.41662462] [ 0.11198687 0.63066279 0.40697999 0.90462195 0.4324678 ] [ 0.59517671 0.49300941 0.49942773 0.4397776 0.3768147 ] [ 0.25263782 0.56857934 0.36205035 0.75760817 0.50801535] [ 0.28481425 0.51436085 0.63186428 0.76081607 0.44286688] [ 0.90496455 0.36038862 0.5410011 0.10912473 0.31462963] [ 0.26487528 0.66913115 0.42692184 0.69851203 0.44424565] [ 0.89145379 0.41530343 0.50811425 0.1715793 0.40050748] [ 0.31768524 0.62006606 0.4286429 0.81391399 0.55056121] [ 0.79168479 0.37027488 0.43971696 0.31995752 0.37647315] [ 0.75406856 0.4451344 0.49003492 0.18992813 0.45608621] [ 0.27076593 0.46092465 0.57444738 0.82492844 0.46114765] [ 0.08149571 0.51548923 0.37936375 0.92912228 0.53510762] [ 0.69734337 0.54753659 0.49482797 0.56764536 0.33786868] [ 0.24144769 0.52015478 0.4731066 0.78618529 0.50608563] [ 0.50846559 0.64443249 0.40358141 0.67762933 0.40492761] [ 0.41987463 0.51382493 0.58798402 0.67501898 0.36448569] [ 0.46881556 0.49879612 0.51427143 0.61112653 0.56789086] [ 0.62879707 0.53094637 0.47792139 0.4761742 0.4101765 ] [ 0.42484829 0.52906633 0.55921822 0.78647113 0.4397636 ] [ 0.28262363 0.5013017 0.53292913 0.77145437 0.55141607] [ 0.71417566 0.44190068 0.5930325 0.53655226 0.42868165] [ 0.11142487 0.68018801 0.42975403 0.93405244 0.48962045] [ 0.22577 0.56408048 0.54625772 0.74268654 0.53967864] [ 0.0920263 0.54287649 0.36091913 0.92645207 0.58763211] [ 0.75841121 0.35569072 0.45235265 0.33958295 0.39103317] [ 0.66021272 0.40622726 0.48947509 0.4292951 0.39710218] [ 0.3066407 0.40738038 0.43614265 0.76894319 0.42181779] [ 0.75226462 0.53980626 0.48325699 0.67212626 0.42930212] [ 0.10253094 0.51759903 0.51034967 0.8819639 0.63724813] [ 0.40111394 0.68913521 0.44314777 0.62782491 0.45378776] [ 0.3561967 0.63099947 0.54962513 0.71002021 0.43357041] [ 0.63423963 0.49306802 0.49103539 0.47738383 0.39058952] [ 0.34270852 0.59057445 0.49244329 0.68737413 0.58719376] [ 0.63798234 0.52535193 0.49370348 0.5783142 0.31833985] [ 0.15671472 0.55779849 0.38351059 0.87038258 0.54233891] [ 0.42702769 0.60952777 0.34513499 0.62539162 0.36182063] [ 0.53412907 0.50886323 0.37379354 0.65482168 0.38361671] [ 0.5268064 0.66942855 0.47215864 0.60901151 0.51105091] [ 0.77274744 0.51816861 0.49973034 0.44187564 0.46314379] [ 0.73647845 0.38542699 0.46310485 0.2428875 0.44785872] [ 0.66356824 0.53236883 0.47283116 0.52964348 0.3941085 ] [ 0.37305135 0.56827759 0.53688995 0.61857271 0.43986755] [ 0.89465208 0.27116533 0.44523484 0.18598117 0.39349432] [ 0.61192084 0.42980678 0.4544322 0.59155226 0.52670026] [ 0.59855569 0.50686621 0.50729968 0.37538148 0.44547801] [ 0.31636511 0.63065198 0.4284943 0.7545384 0.64659318] [ 0.38810156 0.49880286 0.54796097 0.54455715 0.41652001] [ 0.14639652 0.56743162 0.50595005 0.76861544 0.54267472] [ 0.4966563 0.42159787 0.58708033 0.60343915 0.35108379] [ 0.7607645 0.54594919 0.51513949 0.32216095 0.40712804] [ 0.78253921 0.428103 0.61751077 0.29379273 0.34461308] [ 0.76741032 0.34357208 0.45071375 0.27698484 0.37910678] [ 0.15413517 0.56213183 0.48184807 0.82974366 0.56105154] [ 0.34753453 0.54077477 0.45356336 0.80914853 0.38046002] [ 0.52332906 0.56700952 0.39343701 0.64258542 0.43015712] [ 0.57261803 0.48973488 0.6366678 0.40569959 0.45090637] [ 0.49543331 0.56302154 0.35683003 0.61445436 0.45558062] [ 0.70192566 0.38768729 0.42517785 0.31884614 0.46684429] [ 0.11049607 0.54202542 0.47854472 0.86091803 0.63453821] [ 0.48128948 0.52383849 0.52050112 0.52270507 0.41409336] [ 0.60153734 0.44866385 0.44418122 0.54130782 0.55017574] [ 0.25845642 0.57500428 0.53906624 0.83962983 0.58333424] [ 0.31974434 0.47779593 0.49257872 0.78865964 0.50293413] [ 0.24022918 0.41412236 0.52828513 0.82308803 0.50958955] [ 0.54449968 0.41271809 0.51310069 0.43603139 0.4098087 ] [ 0.76034919 0.45374478 0.39295414 0.33082793 0.29507029] [ 0.81604324 0.33666034 0.60303698 0.28338541 0.41936275] [ 0.75577707 0.44162797 0.51600566 0.3974507 0.41148156] [ 0.74762102 0.38181395 0.63605267 0.33388857 0.3683628 ] [ 0.48372413 0.46950905 0.45746211 0.69468486 0.36107862] Progress: 23.2% ... Training loss: 0.629 ... Validation loss: 1.087[ 0.45423574 0.41587891 0.56243326 0.63865164 0.31001065] [ 0.5795055 0.43136721 0.44702099 0.46096222 0.39796107] [ 0.69073122 0.47528781 0.67650803 0.43828764 0.38855283] [ 0.32079751 0.66133376 0.4272724 0.67845821 0.51491502] [ 0.57360961 0.38487958 0.6044091 0.48048919 0.51258689] [ 0.67124636 0.35510428 0.51731305 0.30055678 0.47015243] [ 0.67004194 0.65992469 0.50859617 0.41620128 0.42316294] [ 0.79575921 0.41908733 0.603168 0.32777047 0.46824812] [ 0.71670531 0.51507591 0.59232638 0.53415463 0.37321892] [ 0.56718323 0.55808445 0.48156009 0.60230239 0.34788631] [ 0.81453118 0.31905541 0.58474066 0.15567897 0.37692088] [ 0.18725519 0.606046 0.50206544 0.63714036 0.58615342] [ 0.45613736 0.4099439 0.48977787 0.76344209 0.50862053] [ 0.64949172 0.4403911 0.57731928 0.45182075 0.49147525] [ 0.60270865 0.50394052 0.43248511 0.51428225 0.3247529 ] [ 0.66923025 0.46639196 0.38600808 0.37993288 0.3185204 ] [ 0.88228976 0.32675559 0.59071545 0.13673507 0.35268058] [ 0.58578482 0.58692151 0.49049798 0.46424655 0.515225 ] [ 0.44357723 0.48627928 0.45262987 0.38097378 0.48448124] [ 0.67228986 0.42218145 0.45081385 0.40249869 0.49838026] [ 0.22218515 0.60607504 0.33145856 0.76121975 0.50525564] [ 0.44870607 0.52226189 0.56883915 0.39888309 0.41040766] [ 0.41573244 0.37811755 0.5405898 0.68319896 0.3861926 ] [ 0.68894 0.41667992 0.4244553 0.28468229 0.36958413] [ 0.45419759 0.51559554 0.43562475 0.57234301 0.37167059] [ 0.49308102 0.48882585 0.62492423 0.3705103 0.39732143] [ 0.87249191 0.3701274 0.56420547 0.09765076 0.40021959] [ 0.7695438 0.27936554 0.62418764 0.20592064 0.36820638] [ 0.50475437 0.36638766 0.60047233 0.56781136 0.37453517] [ 0.30211913 0.61865247 0.39700751 0.64372471 0.53873333] [ 0.51464697 0.60668453 0.48755129 0.7140885 0.35597343] [ 0.42934491 0.49371155 0.38775505 0.61022524 0.49715127] [ 0.66990058 0.35667814 0.64355405 0.34930045 0.48248531] [ 0.11641381 0.77743572 0.37409346 0.84938149 0.5118907 ] [ 0.53634646 0.52655764 0.56772326 0.79171238 0.4441886 ] [ 0.25494946 0.47191269 0.50543447 0.7837582 0.45697557] [ 0.44411754 0.41604124 0.60982389 0.63835315 0.59600896] [ 0.82972861 0.43617471 0.55087111 0.1509274 0.37544325] [ 0.24074586 0.59109382 0.47113006 0.78473192 0.50424411] [ 0.41270929 0.56213712 0.53591335 0.71152987 0.4975374 ] [ 0.51140452 0.56316899 0.59389521 0.5163947 0.63330402] [ 0.42507877 0.50726095 0.42748802 0.57321584 0.41894586] [ 0.32220439 0.69526695 0.39183973 0.73512535 0.55014602] [ 0.59120772 0.4494384 0.361322 0.46381748 0.39163056] [ 0.48705956 0.41993856 0.52440865 0.61779599 0.33491499] [ 0.58663923 0.49475384 0.46310062 0.46470298 0.43808293] [ 0.83419127 0.441849 0.60113443 0.17807626 0.50311996] [ 0.22898148 0.54309507 0.39585075 0.63244514 0.39589676] [ 0.53554277 0.40943978 0.50535778 0.552292 0.30073552] [ 0.64390972 0.40474739 0.60443698 0.64745619 0.38046043] [ 0.65313628 0.37427678 0.55314542 0.34774997 0.36307771] [ 0.44040612 0.47425431 0.49013525 0.80407772 0.47094738] [ 0.30965722 0.5946722 0.44577106 0.78849785 0.45039844] [ 0.63670568 0.42924387 0.64444566 0.26733206 0.4241289 ] [ 0.81792264 0.35777874 0.70217494 0.22733169 0.4185094 ] [ 0.31594626 0.69998832 0.47408809 0.80557917 0.58549404] [ 0.33760026 0.316831 0.51724 0.67669453 0.46040726] [ 0.85425118 0.43349462 0.48555184 0.14942966 0.40757648] [ 0.75491031 0.34795547 0.39727504 0.20067554 0.29297211] [ 0.47033333 0.4965775 0.52733232 0.6542387 0.50615232] [ 0.16898072 0.52659803 0.50642157 0.79033826 0.4522798 ] [ 0.27377847 0.53839581 0.53258064 0.81706056 0.52435061] [ 0.50146729 0.48977668 0.55135184 0.50299106 0.60196972] [ 0.11856052 0.49084474 0.48653093 0.92572915 0.70848666] [ 0.66571477 0.48626536 0.45324055 0.3867138 0.54690883] [ 0.08839964 0.61532328 0.54223445 0.95966248 0.65569921] [ 0.32612389 0.57912146 0.44144804 0.81268627 0.42674405] [ 0.70036696 0.49469029 0.36449683 0.49959319 0.30482998] [ 0.4540034 0.43016583 0.48268611 0.49325198 0.43051783] [ 0.69324826 0.38849029 0.58894008 0.33107497 0.51550222] [ 0.62934341 0.38170158 0.60011144 0.57929472 0.41964965] [ 0.82533607 0.30133007 0.54325399 0.1675687 0.44403525] [ 0.32220223 0.54920765 0.42549339 0.862779 0.44397608] [ 0.72996947 0.39015581 0.55056467 0.32063829 0.28220784] [ 0.30825273 0.42658148 0.45508963 0.48447329 0.49819675] [ 0.41685922 0.53256396 0.39323452 0.78982334 0.36153965] [ 0.59876397 0.48930443 0.40126608 0.60690629 0.43013788] [ 0.47407008 0.37705299 0.56847186 0.60084087 0.35197601] [ 0.6279712 0.44904914 0.55298367 0.35836898 0.38679285] [ 0.54866827 0.32819255 0.47748203 0.65909569 0.375545 ] [ 0.6087612 0.55989487 0.39969503 0.4310033 0.39098676] [ 0.47606212 0.67466318 0.33522938 0.67286748 0.43404721] [ 0.4139574 0.53977045 0.43742174 0.67601303 0.38712381] [ 0.22687597 0.63172771 0.54873385 0.63487155 0.66188557] [ 0.58197768 0.42517105 0.5025645 0.47028446 0.4732506 ] [ 0.55406213 0.50644641 0.46487494 0.6540403 0.35072254] [ 0.56827305 0.41312719 0.45187405 0.43388623 0.6019422 ] [ 0.17579898 0.53540543 0.42367774 0.87603941 0.42734271] [ 0.46074526 0.51681332 0.43579777 0.41978782 0.44203866] [ 0.15785116 0.51882908 0.43182849 0.87778985 0.46050788] [ 0.46088145 0.44650621 0.59528329 0.75071318 0.4622794 ] [ 0.54091692 0.40412681 0.39305734 0.48215808 0.40242754] [ 0.77974899 0.44361714 0.51100618 0.32878457 0.49947177] [ 0.68217497 0.44827333 0.50960545 0.40749664 0.39271559] [ 0.22423524 0.41633745 0.52280364 0.75482082 0.45852826] [ 0.32384018 0.62288442 0.48311376 0.66026753 0.54372265] [ 0.75674176 0.49068861 0.45026259 0.39123791 0.40274629] [ 0.47606212 0.67466318 0.33522938 0.67286748 0.43404721] [ 0.49491212 0.37977594 0.59221275 0.55758 0.58592504] [ 0.20942567 0.62502442 0.50634563 0.67113364 0.61445841] [ 0.17558805 0.65783054 0.47551209 0.67058037 0.49069276] [ 0.80377802 0.2950905 0.64731615 0.16939394 0.38011245] [ 0.83199285 0.5005829 0.53151739 0.24922796 0.32505713] [ 0.17581203 0.4821987 0.55270613 0.82666133 0.53047734] [ 0.73282812 0.48821977 0.43213129 0.28757495 0.31473354] [ 0.66368137 0.40439238 0.46865667 0.31580689 0.33697686] [ 0.88102776 0.34411211 0.51295377 0.18980947 0.32389062] [ 0.44696409 0.5069508 0.49312976 0.65727021 0.35987619] [ 0.13510976 0.59876247 0.41255104 0.82349391 0.50918886] [ 0.42113552 0.42417161 0.48877656 0.72881097 0.45452761] [ 0.41525707 0.67815009 0.32851478 0.68781753 0.46009655] [ 0.70184285 0.57384932 0.64901082 0.55537867 0.40581556] [ 0.40585733 0.57705465 0.57891322 0.71704115 0.46986448] [ 0.83224388 0.34694577 0.53636755 0.31281559 0.39786768] [ 0.55758592 0.48802893 0.35795135 0.45812534 0.35623405] [ 0.71086129 0.39218033 0.56195488 0.20010242 0.35801401] [ 0.12673999 0.54534052 0.427417 0.89434038 0.48572688] [ 0.62749801 0.69941732 0.32721914 0.66081616 0.36917052] [ 0.48574856 0.45149826 0.53778203 0.42041963 0.50041921] [ 0.77318566 0.40375708 0.54128374 0.18661427 0.45919552] [ 0.82959626 0.37544341 0.52506033 0.19903188 0.41623524] [ 0.29550809 0.60927275 0.43901794 0.88367789 0.59478556] [ 0.36848981 0.51869667 0.40615209 0.67474499 0.43835451] [ 0.13941726 0.57924687 0.3458134 0.88903874 0.58663808] [ 0.50107969 0.54085099 0.43989587 0.52740314 0.43180027] [ 0.54690595 0.56309613 0.53222134 0.65304169 0.41929447] [ 0.78729392 0.35252936 0.69633887 0.23539047 0.35692785] [ 0.80303789 0.30815624 0.4697972 0.18208428 0.35860697] Progress: 23.3% ... Training loss: 0.628 ... Validation loss: 1.088[ 0.26219232 0.67538471 0.44070001 0.90962537 0.43582037] [ 0.74908684 0.47378427 0.53708419 0.45287032 0.37615685] [ 0.73885868 0.57554808 0.4699804 0.38780794 0.39411552] [ 0.18983119 0.50806051 0.51723488 0.83403079 0.55333072] [ 0.18282878 0.55002513 0.44580009 0.87888669 0.50871503] [ 0.83164574 0.41061054 0.53865559 0.32746954 0.48465176] [ 0.54246487 0.49109395 0.50040762 0.68983902 0.27254701] [ 0.2514357 0.54597615 0.56952156 0.83608277 0.66314365] [ 0.555007 0.43329685 0.55310047 0.43183847 0.55132667] [ 0.87890177 0.34401883 0.580567 0.21983217 0.34781616] [ 0.49550833 0.44238431 0.59783172 0.80999874 0.39735997] [ 0.10658316 0.60338174 0.35807743 0.90939417 0.47072456] [ 0.73076006 0.32760501 0.4737463 0.3119271 0.34336252] [ 0.15332005 0.59019499 0.56845446 0.85775557 0.66210427] [ 0.77066633 0.45535736 0.58968648 0.38281238 0.37865655] [ 0.41806109 0.63015633 0.38789208 0.67476457 0.3987044 ] [ 0.80385838 0.37632199 0.46081235 0.23592004 0.30066077] [ 0.51445137 0.5411546 0.41784948 0.51318013 0.40457633] [ 0.64337725 0.4552904 0.47493412 0.41517318 0.48444778] [ 0.84961367 0.35306493 0.63843375 0.33498366 0.38074978] [ 0.44560214 0.45496298 0.63423485 0.60704823 0.46234009] [ 0.26084423 0.56596293 0.50823864 0.79305348 0.53449013] [ 0.80902027 0.37667882 0.52211596 0.20763535 0.42791899] [ 0.79569547 0.29204386 0.58829493 0.18674192 0.35583454] [ 0.85259122 0.58679453 0.34029937 0.41712106 0.38461332] [ 0.8666427 0.44255845 0.47665392 0.24528358 0.37769024] [ 0.68068399 0.4012312 0.56552047 0.4835228 0.36650852] [ 0.43833441 0.58003325 0.41068556 0.7498446 0.34425462] [ 0.26470003 0.57560072 0.49919918 0.72727605 0.65315359] [ 0.44508981 0.53898596 0.37587778 0.57926223 0.40591094] [ 0.15828996 0.49574856 0.50288332 0.7524365 0.50826547] [ 0.30203029 0.71193037 0.38804105 0.70476544 0.44504935] [ 0.65193355 0.56085922 0.48227188 0.53706152 0.5193969 ] [ 0.83597528 0.38598939 0.43047017 0.34730432 0.39001193] [ 0.20714448 0.57749986 0.44693179 0.85718063 0.34374137] [ 0.31672829 0.61692673 0.21878053 0.76403087 0.45895661] [ 0.12469175 0.66895121 0.34194474 0.84138028 0.4718885 ] [ 0.24102394 0.5336667 0.43338719 0.80831118 0.37237689] [ 0.55831527 0.45935665 0.4867125 0.40862479 0.42985853] [ 0.81022948 0.45298017 0.56403159 0.17691173 0.52063521] [ 0.52318608 0.67327007 0.48606456 0.73904763 0.40866029] [ 0.69097638 0.55837294 0.39221694 0.6792133 0.39347647] [ 0.45723143 0.45953539 0.66488989 0.61001034 0.46631077] [ 0.8388082 0.42383292 0.5936718 0.25029118 0.4214277 ] [ 0.12894497 0.57384569 0.46512422 0.87350626 0.56381352] [ 0.59449941 0.35858354 0.5738159 0.43384359 0.50637522] [ 0.41061828 0.34567046 0.63095814 0.59409263 0.57872197] [ 0.15992127 0.47084654 0.45539598 0.86466225 0.44256204] [ 0.16792924 0.54372291 0.40755793 0.78356118 0.56204751] [ 0.43659743 0.60219023 0.55212743 0.61806701 0.55989443] [ 0.37270257 0.41860645 0.54515169 0.46847947 0.594802 ] [ 0.68344945 0.46250706 0.33859642 0.42448957 0.31881922] [ 0.64366473 0.38374925 0.3680076 0.34367576 0.41280495] [ 0.87962738 0.42355832 0.57408895 0.12729173 0.42424822] [ 0.13946989 0.60657733 0.51270241 0.82298013 0.66423154] [ 0.29834699 0.65963889 0.39985962 0.78789865 0.47466765] [ 0.40840223 0.38305333 0.44725809 0.70520441 0.44164668] [ 0.82107693 0.21653854 0.57128039 0.31196934 0.41891657] [ 0.54348818 0.57658805 0.28911099 0.57711725 0.359135 ] [ 0.4738055 0.50645964 0.55716499 0.41934022 0.45764713] [ 0.70831219 0.47096918 0.59458058 0.48083375 0.39724437] [ 0.41565072 0.67580588 0.51144294 0.68688806 0.51006458] [ 0.60529184 0.55967644 0.56137687 0.52250033 0.29744627] [ 0.27446283 0.57057445 0.56845461 0.80194171 0.55072476] [ 0.62970325 0.49571756 0.65438485 0.44247761 0.48057992] [ 0.18706978 0.62480226 0.4230505 0.82381331 0.61457347] [ 0.62688498 0.5461507 0.37051573 0.61017401 0.28323441] [ 0.49976126 0.55305103 0.49241841 0.38454621 0.35545646] [ 0.76168069 0.25168132 0.5296232 0.1925039 0.37829463] [ 0.63609915 0.4239776 0.5255197 0.40098814 0.42390205] [ 0.70132871 0.60862637 0.47210867 0.34688577 0.40464881] [ 0.47839992 0.46066964 0.41759072 0.6740794 0.35277123] [ 0.52366027 0.39278176 0.41495056 0.51265753 0.34639977] [ 0.36806056 0.48075759 0.62700831 0.49477867 0.5199506 ] [ 0.25237979 0.67739414 0.47441369 0.64601085 0.53985509] [ 0.30772604 0.70150644 0.44734111 0.75599299 0.61168735] [ 0.81496453 0.43096282 0.49150579 0.23074945 0.29169635] [ 0.54644011 0.55069927 0.53022971 0.36407921 0.61277149] [ 0.64392288 0.41763209 0.51848366 0.34257979 0.65310781] [ 0.52837551 0.57853631 0.44406889 0.52796856 0.31470153] [ 0.29982031 0.54184992 0.41255033 0.76085353 0.39480826] [ 0.41101205 0.49915664 0.50703205 0.67572534 0.46315684] [ 0.68715766 0.33273675 0.34040772 0.32739567 0.41522224] [ 0.40242489 0.50588106 0.50433546 0.67617163 0.33201739] [ 0.71729433 0.44438889 0.44354372 0.41233782 0.34602941] [ 0.55527949 0.57104557 0.40934421 0.65950048 0.34610806] [ 0.60861376 0.58420586 0.40193589 0.49384814 0.37033068] [ 0.65036021 0.32614748 0.58155189 0.32834249 0.30671449] [ 0.8116458 0.50010792 0.46398172 0.52145286 0.33049564] [ 0.41706177 0.42025564 0.54881309 0.72692395 0.45219367] [ 0.6916407 0.45727036 0.37623425 0.35895303 0.32336768] [ 0.36264078 0.52473203 0.54101175 0.69662215 0.41242182] [ 0.84585959 0.39144609 0.50811597 0.33533734 0.3539083 ] [ 0.61803705 0.39108898 0.47474681 0.43807412 0.44800182] [ 0.69662401 0.46108705 0.61928987 0.35364878 0.37021903] [ 0.20887226 0.6154065 0.48519772 0.83286116 0.60729535] [ 0.64459146 0.51176969 0.46106224 0.45808945 0.40389995] [ 0.33394605 0.52401165 0.44777227 0.72551624 0.4029749 ] [ 0.64684531 0.54385922 0.57506286 0.44291993 0.52176254] [ 0.09357838 0.54298916 0.45373545 0.89640116 0.56002319] [ 0.61676412 0.34840125 0.56525201 0.64481664 0.46397883] [ 0.38491357 0.49399936 0.61345444 0.77179433 0.34879914] [ 0.5106739 0.42335391 0.65156937 0.40724535 0.54736737] [ 0.52268501 0.57009207 0.62177432 0.45913526 0.48013935] [ 0.59270043 0.32758992 0.60261853 0.39666217 0.51356281] [ 0.81394054 0.38739838 0.60689251 0.20716454 0.43038491] [ 0.33559622 0.6445297 0.41483801 0.61330076 0.56710276] [ 0.57791202 0.58232777 0.5366606 0.54639482 0.46380568] [ 0.55525078 0.49368384 0.44492936 0.60354919 0.31303615] [ 0.57965017 0.49767278 0.45009012 0.5972679 0.47682314] [ 0.6933616 0.33309826 0.65086437 0.27121457 0.46527643] [ 0.758311 0.51511462 0.43335197 0.36588547 0.38334377] [ 0.77795713 0.39514412 0.52092383 0.30222824 0.39901584] [ 0.1292807 0.68425743 0.37429258 0.78105026 0.53112117] [ 0.11227362 0.61470493 0.46238864 0.84757768 0.52192216] [ 0.77984506 0.5830007 0.47730028 0.56394652 0.3819853 ] [ 0.66294315 0.59957687 0.52414607 0.66712952 0.47527425] [ 0.33460452 0.50142328 0.50978143 0.66812434 0.39719677] [ 0.34818852 0.50906549 0.47784825 0.70228147 0.59862343] [ 0.35641216 0.53674399 0.49658364 0.56100575 0.47741071] [ 0.16796673 0.64338681 0.44548347 0.92649657 0.5673148 ] [ 0.22881017 0.57940198 0.35994315 0.87760573 0.40769319] [ 0.10656624 0.59099235 0.50233097 0.86034464 0.45011178] [ 0.72852606 0.41856803 0.6069604 0.24436712 0.58011852] [ 0.33825441 0.56741797 0.49765024 0.76299582 0.31579681] [ 0.56986163 0.59436831 0.51122471 0.54616921 0.58434768] [ 0.78832039 0.35345126 0.57304342 0.33218085 0.43286293] [ 0.24937318 0.48887789 0.49642915 0.72527253 0.65468976] Progress: 23.4% ... Training loss: 0.628 ... Validation loss: 1.091[ 0.62931267 0.69890251 0.32741081 0.65983533 0.36896037] [ 0.51830796 0.44013184 0.5314533 0.60276904 0.44375667] [ 0.19495752 0.7006191 0.38997213 0.77577796 0.44613909] [ 0.36836247 0.61001148 0.4322646 0.55495075 0.63991735] [ 0.74172438 0.44284489 0.49950267 0.32213506 0.39644414] [ 0.63877966 0.51350456 0.4580157 0.57464502 0.39125189] [ 0.51133743 0.53161176 0.58177526 0.57804234 0.31223499] [ 0.60932788 0.55970536 0.39977656 0.43068895 0.39091059] [ 0.87194693 0.36377739 0.67060856 0.23974768 0.40492051] [ 0.16572708 0.53805075 0.56247482 0.66456865 0.66125988] [ 0.64059969 0.36137313 0.61765887 0.40833209 0.56221577] [ 0.46488465 0.51883852 0.63991972 0.56344078 0.48549475] [ 0.51242764 0.60401415 0.52843572 0.5315223 0.42272721] [ 0.78985639 0.59878775 0.55469969 0.41592397 0.40348585] [ 0.16681419 0.66711822 0.38424365 0.80013509 0.55031494] [ 0.31372667 0.53818712 0.52647648 0.74665191 0.51586358] [ 0.56149255 0.45213531 0.62828526 0.6335326 0.46770093] [ 0.50483546 0.59649828 0.42136794 0.54480438 0.41212301] [ 0.1568912 0.50112297 0.4454164 0.882704 0.49359113] [ 0.37827709 0.44673961 0.50656124 0.76611764 0.36413233] [ 0.48263334 0.48568264 0.42455211 0.51688894 0.42499598] [ 0.60771769 0.48650056 0.41472291 0.45314241 0.37586713] [ 0.42031831 0.59974784 0.36911036 0.56334785 0.46399976] [ 0.4691873 0.55518594 0.43423234 0.71118772 0.3395917 ] [ 0.46486231 0.48313693 0.38286821 0.7269071 0.46974889] [ 0.68264892 0.48984344 0.50201188 0.31927061 0.45019396] [ 0.86741183 0.48496189 0.4810007 0.14973791 0.34721933] [ 0.70755479 0.35007042 0.40168932 0.38288352 0.3503279 ] [ 0.636673 0.62726849 0.48346369 0.58226492 0.39108188] [ 0.24290611 0.53075396 0.4617028 0.74086859 0.40586724] [ 0.45970435 0.42581785 0.48850912 0.79486015 0.46953504] [ 0.49986261 0.4618216 0.59425328 0.70106629 0.33193858] [ 0.47752154 0.59560619 0.56763238 0.57096856 0.57774045] [ 0.77579453 0.35290794 0.56694343 0.26704624 0.58439353] [ 0.78226203 0.4242798 0.48657668 0.28562444 0.31037153] [ 0.3098551 0.50125376 0.45439549 0.69025447 0.33420631] [ 0.51110694 0.50076338 0.50837437 0.66040021 0.3244155 ] [ 0.5267567 0.35591815 0.58328646 0.39475735 0.5461915 ] [ 0.16673849 0.60198454 0.36281071 0.81739691 0.58243455] [ 0.63474002 0.50569206 0.34857544 0.43735685 0.36726842] [ 0.5458241 0.47352766 0.4010367 0.51389185 0.4500345 ] [ 0.46696295 0.45601404 0.44022944 0.61141047 0.39665911] [ 0.62946605 0.60548217 0.50988433 0.61523194 0.49612459] [ 0.87819349 0.46111762 0.49673098 0.2925975 0.28768972] [ 0.70901973 0.51199594 0.61967761 0.61636177 0.33062971] [ 0.20942608 0.49293086 0.37433097 0.88137031 0.40857756] [ 0.7358913 0.38735283 0.59984488 0.31607168 0.46281101] [ 0.4939868 0.52389649 0.45652104 0.52869768 0.4453442 ] [ 0.77235409 0.43820452 0.54143051 0.4110926 0.43695797] [ 0.17814033 0.57398086 0.51682881 0.8721187 0.56654854] [ 0.65936065 0.46624862 0.47922012 0.38892523 0.4120667 ] [ 0.72493664 0.47983764 0.52401836 0.26417913 0.4089534 ] [ 0.35781182 0.52196087 0.57707628 0.65793313 0.56060542] [ 0.80622514 0.26003503 0.54001697 0.2598824 0.38035376] [ 0.22055227 0.64134959 0.44897431 0.77480068 0.54692743] [ 0.47986911 0.41835894 0.64992269 0.29315415 0.67873761] [ 0.59623463 0.46250804 0.43453734 0.66412473 0.31320841] [ 0.83067724 0.28769801 0.53949229 0.20117094 0.31403751] [ 0.78510428 0.28954144 0.34651978 0.27923156 0.3682031 ] [ 0.84363686 0.40465688 0.61376229 0.2208124 0.38812047] [ 0.8437732 0.35868916 0.58386842 0.17577817 0.43832918] [ 0.7492673 0.24825329 0.5008449 0.31727992 0.42812583] [ 0.84176608 0.47165089 0.44040208 0.35205732 0.35547087] [ 0.36681971 0.56398844 0.40635079 0.61667789 0.4985034 ] [ 0.18844624 0.61963792 0.45585109 0.90945149 0.47366804] [ 0.74056507 0.42754492 0.43185133 0.39637583 0.30831666] [ 0.65604422 0.49803225 0.45918895 0.52534396 0.39292999] [ 0.58473254 0.43503948 0.53599817 0.567767 0.42194572] [ 0.76602577 0.32767937 0.64810316 0.24217818 0.38738394] [ 0.39227729 0.61391623 0.31921143 0.69031462 0.39217969] [ 0.41865025 0.44596695 0.46198443 0.71554848 0.40526824] [ 0.83876685 0.42386585 0.59366348 0.25034034 0.4214211 ] [ 0.85894889 0.42603728 0.47281419 0.22678882 0.2939105 ] [ 0.31497816 0.41653905 0.60635492 0.75847358 0.52083415] [ 0.56282536 0.47450125 0.57837737 0.34231075 0.48422206] [ 0.65254996 0.42218093 0.49252687 0.55703348 0.57092076] [ 0.45862608 0.41834792 0.49852365 0.68973045 0.36910715] [ 0.61207802 0.42974626 0.45445586 0.59136884 0.52667393] [ 0.37482166 0.45877456 0.55192238 0.61218497 0.41555604] [ 0.56604213 0.60174821 0.5575222 0.52195136 0.52738801] [ 0.64200047 0.47871585 0.5662493 0.56470341 0.48951129] [ 0.56792998 0.34146126 0.45994981 0.57404216 0.27538385] [ 0.60408578 0.43568871 0.42549454 0.53146446 0.43092825] [ 0.09033684 0.63109866 0.3772537 0.94151273 0.59465869] [ 0.27359613 0.64175302 0.40149744 0.83796503 0.52486329] [ 0.8427988 0.48256889 0.44402573 0.19686003 0.31694785] [ 0.89074162 0.27929299 0.67544409 0.18050767 0.38669033] [ 0.70607567 0.47385442 0.59240834 0.24364568 0.56629385] [ 0.2048727 0.5991451 0.44001373 0.88752937 0.55955214] [ 0.60424709 0.53918914 0.59760657 0.28493205 0.56301471] [ 0.22077715 0.5582598 0.47306022 0.71600441 0.54098549] [ 0.73399041 0.52677583 0.43276148 0.2286966 0.3313769 ] [ 0.33399546 0.54355841 0.52506144 0.78521183 0.5599804 ] [ 0.2294539 0.54304802 0.39586104 0.63220703 0.39588435] [ 0.39507804 0.4308166 0.45326045 0.75160289 0.62297433] [ 0.70905771 0.34080842 0.60022033 0.27475675 0.44612375] [ 0.69093453 0.54370235 0.37150517 0.48185943 0.50806788] [ 0.59899325 0.3746113 0.64884793 0.59805587 0.36906627] [ 0.27836348 0.47269305 0.51746642 0.5883835 0.62879562] [ 0.25618025 0.48400336 0.5052867 0.76997902 0.4732117 ] [ 0.83304984 0.38243395 0.62259692 0.20663426 0.42796762] [ 0.09473705 0.48762671 0.41306733 0.92869169 0.63328612] [ 0.09706256 0.65129936 0.37909613 0.93365741 0.47755915] [ 0.24432028 0.56871219 0.45697206 0.73108665 0.54007321] [ 0.13366387 0.55168219 0.48937025 0.87308188 0.45655609] [ 0.08366217 0.61536442 0.52312036 0.91908863 0.58855944] [ 0.22651467 0.52161595 0.57538148 0.85054055 0.49272417] [ 0.56990436 0.61974998 0.30898701 0.64644979 0.46037506] [ 0.7398536 0.45550666 0.44951919 0.29414092 0.41251282] [ 0.24090383 0.52110716 0.47761392 0.67431709 0.59591552] [ 0.58756391 0.41537533 0.62927041 0.53770218 0.42662342] [ 0.34179063 0.5438518 0.35989595 0.72834965 0.5643727 ] [ 0.49794682 0.65297387 0.46758761 0.51207835 0.520097 ] [ 0.64384734 0.36330125 0.6304658 0.32928867 0.41865633] [ 0.51125161 0.57362084 0.47367987 0.43805726 0.30425013] [ 0.47278688 0.54812611 0.55689163 0.72031471 0.39147022] [ 0.49602049 0.56716421 0.53431299 0.59314946 0.57838813] [ 0.46841588 0.51202323 0.50527665 0.65693309 0.39889174] [ 0.39785048 0.44816395 0.63790655 0.66879885 0.49142015] [ 0.57152706 0.52916099 0.40981904 0.41938276 0.38341952] [ 0.25670787 0.56225159 0.46896753 0.8548906 0.52621846] [ 0.65430363 0.58439173 0.55347778 0.50785985 0.47756998] [ 0.55245477 0.46614716 0.51976386 0.5266986 0.59521384] [ 0.54340279 0.49554571 0.39173875 0.57113244 0.36836626] [ 0.74292166 0.48979853 0.50467276 0.3159234 0.51677424] [ 0.59838885 0.50691166 0.5072822 0.37541087 0.44548743] [ 0.13479707 0.59411885 0.58458767 0.88790286 0.70287724] [ 0.22816722 0.47848173 0.55102793 0.80937284 0.5524302 ] Progress: 23.4% ... Training loss: 0.628 ... Validation loss: 1.086[ 0.66109797 0.48533423 0.5802947 0.39925892 0.51228353] [ 0.28350165 0.40784871 0.5181101 0.77807472 0.70207548] [ 0.34283557 0.58353775 0.37949246 0.8409262 0.61874158] [ 0.40473345 0.58862369 0.43575439 0.58981914 0.41424621] [ 0.6134741 0.45324316 0.54996802 0.32023689 0.52918686] [ 0.80499562 0.4334753 0.63078414 0.18015089 0.44144516] [ 0.19687131 0.46110951 0.39585095 0.81735853 0.50174924] [ 0.1550472 0.57113679 0.53289651 0.7786979 0.57425977] [ 0.45398993 0.54920934 0.48946962 0.67036547 0.49294468] [ 0.16098312 0.63983745 0.43862403 0.84608432 0.49257575] [ 0.25848053 0.4939504 0.62279582 0.79807854 0.46358776] [ 0.41380521 0.45252975 0.49616145 0.71032505 0.55140186] [ 0.68244752 0.53972893 0.53542392 0.40702139 0.56075801] [ 0.51193201 0.3381845 0.53947302 0.44087147 0.50040929] [ 0.10332293 0.60194187 0.54575509 0.83971498 0.64176566] [ 0.53301563 0.56146765 0.50902999 0.52810775 0.40506418] [ 0.44009592 0.48908594 0.5585169 0.42108506 0.5214707 ] [ 0.85666225 0.35857183 0.64839468 0.23939116 0.42871871] [ 0.40219797 0.43604344 0.58276695 0.62340932 0.43724789] [ 0.46011469 0.63859744 0.50865459 0.61783398 0.3680746 ] [ 0.26497576 0.54284676 0.4064435 0.62791339 0.57241881] [ 0.38817069 0.56165473 0.41275752 0.60656311 0.66057421] [ 0.81413624 0.36271671 0.44054706 0.23528205 0.33464074] [ 0.48014811 0.46490718 0.51334262 0.5011813 0.40621172] [ 0.82353472 0.49638019 0.45282418 0.29264298 0.45551521] [ 0.67394847 0.40071394 0.58504962 0.41719074 0.45718022] [ 0.44420344 0.51272005 0.3594914 0.55361937 0.51217717] [ 0.11297318 0.63969597 0.37008796 0.89049088 0.55745975] [ 0.3402064 0.54743966 0.4433076 0.44852543 0.42660008] [ 0.77428619 0.44052078 0.56191544 0.38170638 0.34482991] [ 0.53758099 0.49659772 0.4128347 0.53282714 0.46257748] [ 0.61249095 0.55336514 0.42613884 0.35170032 0.33144672] [ 0.25687211 0.59432538 0.39587321 0.744987 0.59230732] [ 0.52637392 0.35605901 0.58322469 0.39497563 0.54624822] [ 0.39601827 0.4634521 0.58537288 0.69808997 0.52310519] [ 0.62306299 0.38509588 0.51673597 0.28263566 0.55015052] [ 0.52445447 0.41869932 0.48552485 0.65882189 0.32592485] [ 0.573932 0.4434132 0.64600176 0.396503 0.51149783] [ 0.8595214 0.42508329 0.49202729 0.15238868 0.34535854] [ 0.69176602 0.53150078 0.49565177 0.41350179 0.55472699] [ 0.1881388 0.50103828 0.43639912 0.78580772 0.52931003] [ 0.48578255 0.50182964 0.50821431 0.77759405 0.45447556] [ 0.52016479 0.5249637 0.34709281 0.54369007 0.32376448] [ 0.51226313 0.48459732 0.59329819 0.47072834 0.5557138 ] [ 0.55280151 0.43760458 0.53661091 0.75723175 0.48087703] [ 0.12683655 0.68299889 0.35150149 0.75056859 0.48525381] [ 0.28814213 0.56166839 0.45607916 0.79392217 0.38064369] [ 0.4237309 0.33187204 0.44587299 0.7388944 0.39668149] [ 0.26551521 0.5741666 0.55326891 0.81760422 0.4750671 ] [ 0.73266126 0.43278732 0.41089563 0.30822772 0.36397758] [ 0.08668784 0.61989206 0.39508471 0.92853994 0.55692813] [ 0.5815763 0.46389386 0.59969541 0.61855605 0.48141772] [ 0.68163474 0.68554611 0.5058071 0.50426179 0.44373911] [ 0.62390252 0.52941485 0.48836954 0.44089888 0.42561002] [ 0.2853356 0.6211678 0.49364484 0.75683338 0.53298788] [ 0.51307843 0.37757809 0.56156876 0.77903352 0.41694006] [ 0.7578477 0.48900373 0.46544241 0.39902986 0.36499148] [ 0.12813907 0.6178641 0.45338747 0.90439888 0.46318393] [ 0.86092064 0.28346817 0.63282757 0.09103448 0.35035192] [ 0.40742281 0.55098577 0.4457503 0.69774436 0.57436078] [ 0.64347576 0.45855028 0.43184507 0.39653201 0.40723282] [ 0.47382703 0.41942407 0.5714465 0.58268923 0.47179661] [ 0.84264752 0.47630036 0.55932465 0.24312769 0.40310974] [ 0.80398055 0.41461353 0.5669992 0.31251665 0.45262487] [ 0.62619351 0.47299113 0.52110536 0.52412709 0.36291067] [ 0.74886281 0.52585952 0.60581204 0.25803152 0.50086981] [ 0.46482025 0.41598413 0.49821411 0.62373664 0.47684582] [ 0.48288837 0.68805883 0.31940316 0.73488077 0.42172108] [ 0.83300262 0.4531042 0.66400446 0.19168472 0.44341752] [ 0.83928194 0.31113445 0.6429809 0.17251212 0.48214865] [ 0.48216024 0.50141304 0.43095388 0.55781584 0.41486722] [ 0.77440536 0.36223436 0.51429982 0.24298968 0.34096902] [ 0.28757011 0.66133209 0.49758183 0.77809042 0.51112191] [ 0.7549104 0.5131591 0.33771228 0.32724687 0.31352734] [ 0.79991073 0.40606764 0.45326744 0.26553198 0.33833689] [ 0.38039828 0.51888441 0.52086758 0.67647499 0.31106418] [ 0.4610775 0.52655797 0.52587416 0.45194616 0.55697687] [ 0.12295231 0.56464019 0.53869497 0.85694312 0.5612013 ] [ 0.51298617 0.61806689 0.37943083 0.73778222 0.423937 ] [ 0.72191475 0.47573242 0.55253088 0.14823473 0.45079576] [ 0.5858809 0.45848691 0.41959188 0.46454593 0.31918629] [ 0.59253702 0.32768047 0.60257979 0.39675085 0.51359498] [ 0.7804287 0.40323606 0.4553638 0.26925741 0.42677944] [ 0.73320831 0.34081688 0.70257665 0.31323856 0.44976964] [ 0.81456766 0.31052901 0.60124888 0.21680593 0.36814991] [ 0.09786327 0.66312766 0.33637406 0.92957808 0.58634621] [ 0.58471296 0.35277353 0.3982964 0.54650853 0.43431024] [ 0.76722276 0.34351796 0.45074799 0.27705324 0.37907426] [ 0.87377849 0.3581244 0.49417488 0.21058313 0.28194342] [ 0.67251598 0.40843249 0.36337985 0.46605086 0.39010255] [ 0.25237891 0.47354181 0.57749259 0.61397053 0.40232025] [ 0.41337799 0.54310852 0.58807659 0.78405534 0.56328416] [ 0.26278619 0.60278585 0.29257352 0.65938418 0.45701151] [ 0.50068878 0.41900639 0.66725185 0.69089717 0.454757 ] [ 0.6069817 0.52578099 0.43568671 0.35723048 0.42988138] [ 0.78886053 0.33856814 0.57326724 0.27361047 0.4695908 ] [ 0.42547466 0.4690898 0.33022834 0.57866845 0.52204031] [ 0.53214675 0.4268428 0.44381537 0.3993956 0.48747065] [ 0.46898779 0.59167275 0.36240943 0.62663223 0.37930786] [ 0.37147867 0.49315179 0.4978191 0.72566772 0.51773629] [ 0.72158666 0.4164761 0.42672128 0.29968247 0.36317242] [ 0.33617359 0.58850987 0.41590772 0.62618094 0.45201935] [ 0.73084512 0.51291583 0.47469313 0.49753746 0.3632029 ] [ 0.86215213 0.29721185 0.60843143 0.15401257 0.38077039] [ 0.20049869 0.69445417 0.30363637 0.81071543 0.4501947 ] [ 0.43420014 0.50636209 0.61996921 0.62606537 0.54513927] [ 0.64673526 0.44887182 0.5099651 0.38121449 0.44737919] [ 0.44022076 0.58976915 0.42827774 0.62529835 0.56839169] [ 0.18007162 0.45192896 0.37362724 0.90711256 0.46201465] [ 0.70679782 0.39017294 0.58997143 0.41105962 0.39439213] [ 0.70483445 0.53149124 0.4361351 0.35409863 0.4294065 ] [ 0.48328781 0.45242254 0.51495794 0.64299414 0.34262642] [ 0.75703712 0.44032571 0.43431666 0.22018155 0.35249572] [ 0.36147472 0.63504596 0.30361012 0.66498784 0.40020243] [ 0.73432351 0.41594874 0.42242944 0.46161288 0.4766467 ] [ 0.6337253 0.64477354 0.36903426 0.53726479 0.46696892] [ 0.62684362 0.49403587 0.60065906 0.43043552 0.55535191] [ 0.75483738 0.32997803 0.56856062 0.20354876 0.4498734 ] [ 0.73506407 0.54269146 0.43620202 0.34372147 0.28844034] [ 0.84793999 0.40708503 0.60213279 0.18453353 0.3613368 ] [ 0.16841926 0.64334622 0.44549424 0.92635284 0.56733034] [ 0.41797906 0.64242652 0.56402681 0.69964876 0.44494804] [ 0.7081626 0.49686324 0.44691093 0.52816644 0.39610234] [ 0.66758416 0.49701153 0.40362986 0.42591075 0.32155294] [ 0.67089065 0.65964556 0.50871025 0.41565489 0.42304673] [ 0.57059679 0.46658896 0.63069663 0.74431491 0.40433054] [ 0.55069053 0.4778182 0.48074517 0.47219801 0.61680301] [ 0.62872421 0.49649138 0.41613616 0.36238801 0.41817795] Progress: 23.4% ... Training loss: 0.627 ... Validation loss: 1.087[ 0.33956395 0.62956114 0.41212171 0.67263463 0.40347097] [ 0.52789854 0.57003188 0.44896912 0.69666606 0.55448069] [ 0.35195054 0.56028495 0.50567439 0.50876901 0.53374498] [ 0.08957747 0.60557122 0.48062381 0.89871664 0.64986372] [ 0.15796259 0.49638123 0.50262326 0.75281758 0.50853112] [ 0.71724521 0.4247838 0.38049865 0.36900973 0.31639011] [ 0.82277342 0.38733557 0.54959723 0.21142131 0.2942237 ] [ 0.11668347 0.69095919 0.38496723 0.88319147 0.45527305] [ 0.35055723 0.51437347 0.62752975 0.72871389 0.50116761] [ 0.83425217 0.52483205 0.46447084 0.29934919 0.35518759] [ 0.24676534 0.54628879 0.43032957 0.86445395 0.49353316] [ 0.54515541 0.57402571 0.50592158 0.64280385 0.44815498] [ 0.63799245 0.47384638 0.5049234 0.40241208 0.42827035] [ 0.75635135 0.31859435 0.57206917 0.3480605 0.50117972] [ 0.356483 0.54181195 0.42294544 0.6403254 0.40030936] [ 0.61911212 0.46861697 0.47443338 0.32757833 0.34718647] [ 0.42213353 0.51449021 0.40995852 0.61087344 0.55576048] [ 0.26153925 0.60153325 0.46531123 0.88229003 0.5495027 ] [ 0.2748395 0.61815628 0.52536818 0.68712079 0.59178467] [ 0.42781385 0.53687498 0.54592725 0.79290691 0.50647529] [ 0.20106437 0.66704633 0.49692644 0.75615783 0.62328316] [ 0.29160473 0.5253719 0.5106733 0.53079989 0.51666558] [ 0.14660018 0.6433896 0.45432169 0.67762131 0.50092655] [ 0.8232173 0.38212182 0.50415033 0.25123974 0.45107705] [ 0.42237945 0.62989659 0.42098314 0.55876096 0.42365517] [ 0.8469524 0.36740107 0.56141121 0.16517214 0.39453687] [ 0.65228599 0.47542291 0.4177295 0.50982487 0.5432042 ] [ 0.44233831 0.53610962 0.58703915 0.60794962 0.49737054] [ 0.35497835 0.4228423 0.47774581 0.71369534 0.5367895 ] [ 0.73550081 0.5261728 0.43299733 0.22789385 0.33118121] [ 0.6107567 0.46736748 0.57242095 0.2446063 0.55121267] [ 0.61972627 0.42056643 0.46486123 0.47327294 0.47274233] [ 0.52936076 0.47296448 0.49700607 0.57065568 0.51722887] [ 0.19325393 0.56854585 0.59150949 0.81445158 0.52565322] [ 0.14737606 0.60255157 0.51814797 0.86391247 0.58932594] [ 0.12995654 0.47906972 0.49989259 0.87967312 0.67125134] [ 0.46653464 0.51342011 0.56634273 0.66408045 0.49995954] [ 0.38227258 0.65405505 0.52192537 0.78724713 0.55209119] [ 0.13371426 0.61947504 0.37523864 0.877038 0.55936387] [ 0.3530925 0.7041171 0.40808474 0.81424798 0.44034413] [ 0.098649 0.49964497 0.43956536 0.89235885 0.45517938] [ 0.17510434 0.56082295 0.47054142 0.81239309 0.47806232] [ 0.29187866 0.51546561 0.48202085 0.75864916 0.59210894] [ 0.09685121 0.62522145 0.36867151 0.94093892 0.53143554] [ 0.3630606 0.45548115 0.50714135 0.5428916 0.45531819] [ 0.38196649 0.52905414 0.53457908 0.71343704 0.47549875] [ 0.76211259 0.54476071 0.36908144 0.50895324 0.3752518 ] [ 0.40484027 0.5327516 0.42021628 0.66481152 0.37590247] [ 0.42708056 0.42238712 0.38873032 0.52260183 0.48104453] [ 0.4104151 0.48199514 0.48044298 0.71276196 0.47385456] [ 0.82367109 0.34900855 0.6354528 0.21616157 0.41408748] [ 0.27106526 0.71810714 0.34745861 0.84623293 0.52301725] [ 0.7461986 0.46577426 0.58740519 0.42405319 0.4221823 ] [ 0.6512705 0.44840788 0.50043958 0.47072408 0.42532359] [ 0.30346256 0.56586125 0.32300303 0.80967804 0.45235962] [ 0.5199686 0.51968256 0.43234635 0.56260959 0.56701964] [ 0.66968772 0.43458225 0.45555233 0.37828084 0.36149814] [ 0.5151956 0.59048296 0.43135786 0.68530758 0.3701696 ] [ 0.83771258 0.39776398 0.53566467 0.37148182 0.38898143] [ 0.28502695 0.50366144 0.37740255 0.6534469 0.46203324] [ 0.17209618 0.58715012 0.49623802 0.86958052 0.50367879] [ 0.38623861 0.57296794 0.43721285 0.56539697 0.51499101] [ 0.34290414 0.51559477 0.54257426 0.82126803 0.42986775] [ 0.29655326 0.55196439 0.39294256 0.62013456 0.43109934] [ 0.86321099 0.50541588 0.60595252 0.20485703 0.38658082] [ 0.388674 0.46281496 0.43125571 0.76494034 0.3900783 ] [ 0.67313959 0.38902953 0.49855831 0.41040893 0.37351492] [ 0.46797387 0.46326618 0.39922887 0.51732367 0.43420442] [ 0.80752114 0.3146459 0.52302496 0.24266885 0.52552517] [ 0.21295781 0.50712497 0.53744347 0.88884438 0.59871655] [ 0.66817689 0.46427325 0.36742658 0.55849665 0.52292982] [ 0.11832629 0.60992806 0.44703388 0.87949678 0.39730792] [ 0.73127267 0.25787769 0.54218088 0.23918905 0.45520076] [ 0.53163945 0.49124669 0.39881268 0.68227133 0.2951125 ] [ 0.70489988 0.35746887 0.52634848 0.25920117 0.46814567] [ 0.58918848 0.5308385 0.47655102 0.55711476 0.56926117] [ 0.66674715 0.3907521 0.52507839 0.45307719 0.36376996] [ 0.62401473 0.44946905 0.543261 0.61140172 0.37852622] [ 0.2291259 0.57970478 0.35982032 0.87759128 0.40784558] [ 0.73513402 0.4156244 0.42256056 0.46110298 0.4765181 ] [ 0.24160638 0.668246 0.36416319 0.71888719 0.48658319] [ 0.3929159 0.43482157 0.51158836 0.61850806 0.46465682] [ 0.26018851 0.55443722 0.47124426 0.79323843 0.53309521] [ 0.62668339 0.40866853 0.69925958 0.50246963 0.47794062] [ 0.19838134 0.41985554 0.40554727 0.75202325 0.51190725] [ 0.09993338 0.61213878 0.48130955 0.85316723 0.5462045 ] [ 0.6558704 0.38994526 0.59297404 0.33863016 0.44846446] [ 0.81056595 0.39925958 0.52501279 0.25095834 0.50840774] [ 0.53762351 0.62404946 0.41333503 0.61797964 0.26760435] [ 0.64571551 0.33970388 0.47754159 0.43714963 0.61116705] [ 0.6232542 0.50408163 0.40971474 0.43129647 0.34569988] [ 0.20555091 0.61545321 0.52657938 0.78224873 0.50293293] [ 0.53595171 0.43723154 0.52099852 0.54269433 0.44563928] [ 0.59678085 0.53286775 0.44331239 0.46792443 0.32555171] [ 0.267311 0.50021343 0.43116282 0.68207536 0.41957363] [ 0.75527961 0.53479048 0.419989 0.3372279 0.28854401] [ 0.69880396 0.4243334 0.49146532 0.34152573 0.35899829] [ 0.64765744 0.39894609 0.51927475 0.60332685 0.34262809] [ 0.49904205 0.47075254 0.51055811 0.51362574 0.41436287] [ 0.66566514 0.27252637 0.46066935 0.3784021 0.42035775] [ 0.38346516 0.50426569 0.44200875 0.78129762 0.34050478] [ 0.1888746 0.41602707 0.52430391 0.87592861 0.65471615] [ 0.66046285 0.46953157 0.55723642 0.37657126 0.51122963] [ 0.71221076 0.45043368 0.56842191 0.40335443 0.38195166] [ 0.60216916 0.44970999 0.55957712 0.7007973 0.35906607] [ 0.35729132 0.49335001 0.5414237 0.43546886 0.62577119] [ 0.51283765 0.54304694 0.58267303 0.40899683 0.51764138] [ 0.58590062 0.49404986 0.59007076 0.69989295 0.40599205] [ 0.80496786 0.4541048 0.35769986 0.30022513 0.33127472] [ 0.40891522 0.37960022 0.5472484 0.82596718 0.49985688] [ 0.88740355 0.45684188 0.62628179 0.20076426 0.37623283] [ 0.29164304 0.48982155 0.60828616 0.71797657 0.51292391] [ 0.46780125 0.53327843 0.47786157 0.54514187 0.36973319] [ 0.61218071 0.47561988 0.55367077 0.71793776 0.39820569] [ 0.2326569 0.57903414 0.46005368 0.81758933 0.36859375] [ 0.53640615 0.5391292 0.41244135 0.47616514 0.38414199] [ 0.55349587 0.43367686 0.58790105 0.43105185 0.49481702] [ 0.30242046 0.54513156 0.57146948 0.78298422 0.51548771] [ 0.14378489 0.54298077 0.45752815 0.80060625 0.55371935] [ 0.28073156 0.62341113 0.36771538 0.62885998 0.4695748 ] [ 0.45721419 0.56000225 0.45798539 0.55912549 0.49742461] [ 0.29002922 0.53362168 0.56122569 0.81975099 0.44913511] [ 0.80747442 0.38082579 0.5781408 0.29044563 0.35885134] [ 0.44913702 0.50743924 0.37559209 0.66418203 0.37730279] [ 0.61448411 0.50874354 0.48572127 0.42040259 0.31082479] [ 0.20197255 0.55902057 0.3311425 0.85564405 0.47023295] [ 0.72058136 0.46994143 0.51210914 0.30635069 0.28531279] [ 0.87863464 0.40915974 0.53338169 0.24196227 0.32735617] Progress: 23.5% ... Training loss: 0.627 ... Validation loss: 1.086[ 0.27670609 0.71877857 0.31444685 0.73757277 0.43436606] [ 0.18590039 0.60741924 0.50147357 0.63844819 0.58671389] [ 0.31087916 0.59696345 0.36536135 0.77491708 0.46605083] [ 0.3762126 0.56614518 0.50953429 0.5209097 0.59416166] [ 0.39637334 0.65364748 0.49925489 0.67586916 0.44104651] [ 0.46615563 0.53126479 0.37161366 0.61377137 0.40252107] [ 0.3020936 0.4815241 0.4114276 0.75200853 0.45118057] [ 0.7422795 0.5096734 0.57911061 0.20759732 0.42382401] [ 0.81700701 0.44784218 0.58504497 0.24356118 0.4125397 ] [ 0.2564811 0.40405029 0.37814627 0.86927133 0.42146356] [ 0.10572496 0.56475744 0.41466332 0.92813512 0.52189441] [ 0.51989193 0.60310252 0.62685635 0.44763248 0.5496986 ] [ 0.42728183 0.58980493 0.33428973 0.70766449 0.3594586 ] [ 0.54965106 0.45623057 0.58482535 0.33338718 0.54686158] [ 0.42791063 0.4519203 0.56075944 0.66658596 0.5687171 ] [ 0.70580088 0.37367447 0.53378109 0.26375089 0.46043599] [ 0.15173623 0.7171851 0.3087763 0.80514026 0.55224282] [ 0.91831214 0.35552634 0.46250784 0.31634297 0.32579444] [ 0.76473904 0.50116019 0.35602376 0.38756017 0.4332947 ] [ 0.51594616 0.59061884 0.41827224 0.77935861 0.37059529] [ 0.27526845 0.49539469 0.43602498 0.75364209 0.59814003] [ 0.43596077 0.53169811 0.44696556 0.74621337 0.39944506] [ 0.82977707 0.3118655 0.65906099 0.23952174 0.43786959] [ 0.80823982 0.42472414 0.62443882 0.17442249 0.46040294] [ 0.60214754 0.41353885 0.58309909 0.47270407 0.44368234] [ 0.61440966 0.63790415 0.50654312 0.49182411 0.35553947] [ 0.5182156 0.63290411 0.36682861 0.67374959 0.47643284] [ 0.33135398 0.44980948 0.49725232 0.58340614 0.46005357] [ 0.4367789 0.44816577 0.44149527 0.7158119 0.35494825] [ 0.65781434 0.55017121 0.35304261 0.41165248 0.4423789 ] [ 0.1608504 0.63826035 0.46136412 0.90386348 0.34856449] [ 0.41360736 0.47017413 0.51815089 0.41921483 0.43788467] [ 0.46962855 0.51857766 0.63588262 0.78250515 0.43721405] [ 0.32954506 0.52062128 0.28884472 0.79067395 0.45559969] [ 0.23625496 0.43341952 0.34573019 0.83288017 0.41720144] [ 0.67083496 0.33941088 0.59087866 0.30828858 0.40201599] [ 0.60293859 0.39601209 0.59098986 0.38199637 0.3653605 ] [ 0.65163248 0.47281815 0.64538073 0.38359763 0.49165115] [ 0.14532992 0.762023 0.30122309 0.90530206 0.40676133] [ 0.4536779 0.48670763 0.49765717 0.77945562 0.48518037] [ 0.50645704 0.35195934 0.50816215 0.61847215 0.50716032] [ 0.5344266 0.38037235 0.52963891 0.63045648 0.45542718] [ 0.6432678 0.48749421 0.44723096 0.53549256 0.34367783] [ 0.26528617 0.53292356 0.59458888 0.76667165 0.45467237] [ 0.28409217 0.56403753 0.5123871 0.7750766 0.51529331] [ 0.77624904 0.43167741 0.51783271 0.33704825 0.41670152] [ 0.44027613 0.62286055 0.4910326 0.63047363 0.4866594 ] [ 0.75525939 0.49152342 0.44993356 0.39235266 0.40304342] [ 0.90858277 0.26841563 0.58395472 0.10223453 0.28517927] [ 0.36289149 0.51370117 0.49259147 0.41651315 0.61932242] [ 0.68544033 0.37022494 0.5389753 0.21305803 0.46477448] [ 0.16964165 0.72320974 0.36994896 0.75433743 0.51719662] [ 0.46649134 0.52090425 0.61255094 0.80208881 0.4401979 ] [ 0.54045524 0.41104202 0.44656595 0.30691506 0.54957935] [ 0.38427503 0.4889897 0.52267074 0.71300714 0.45454984] [ 0.15151172 0.50226961 0.33832876 0.91681354 0.4516364 ] [ 0.29085182 0.60934721 0.49041647 0.82376856 0.59399834] [ 0.31313148 0.48040622 0.45164639 0.58002537 0.54795256] [ 0.64713473 0.43791183 0.50970312 0.28113839 0.41262065] [ 0.41426088 0.52553269 0.48972731 0.57620119 0.40242937] [ 0.72164696 0.52045276 0.54201784 0.38701093 0.52639008] [ 0.47592071 0.44354726 0.53059265 0.60909244 0.38854382] [ 0.67091965 0.37822097 0.64915107 0.48324239 0.37531194] [ 0.46183706 0.52830238 0.46990607 0.67657129 0.4349555 ] [ 0.73783872 0.33482503 0.55688551 0.32043293 0.49965774] [ 0.39586966 0.61433483 0.45730389 0.81023093 0.4849175 ] [ 0.38999322 0.47071809 0.51377277 0.77983061 0.51394692] [ 0.31541485 0.50182937 0.59320235 0.80350946 0.51448363] [ 0.5431995 0.30915391 0.55287845 0.74108608 0.42557827] [ 0.51376065 0.46012012 0.45836505 0.63223223 0.38011305] [ 0.57844424 0.56386667 0.40023606 0.2885845 0.36628179] [ 0.27871656 0.53587443 0.61421439 0.77829453 0.58621096] [ 0.68103903 0.46367157 0.33817765 0.42605053 0.31919271] [ 0.64536323 0.45096701 0.52011888 0.31033974 0.46016503] [ 0.12921623 0.57641245 0.46798921 0.8028566 0.64207611] [ 0.66089502 0.59149597 0.45839953 0.41763106 0.46692134] [ 0.82276877 0.44518543 0.40424308 0.34027903 0.3842429 ] [ 0.41288319 0.64979616 0.31286734 0.66465114 0.38900715] [ 0.47664575 0.4482748 0.44061851 0.42173655 0.48221634] [ 0.31136983 0.45088584 0.48033467 0.7778468 0.41167593] [ 0.24630538 0.57577512 0.56667939 0.69047985 0.45244847] [ 0.48273606 0.61179466 0.41560388 0.53726551 0.42237941] [ 0.44793254 0.55625036 0.54963864 0.51749207 0.54775754] [ 0.39259141 0.45157313 0.43446804 0.67473857 0.35671113] [ 0.13769593 0.6101344 0.39867148 0.81908952 0.41308523] [ 0.32448816 0.64024399 0.35416861 0.71441639 0.51075203] [ 0.46861254 0.47160694 0.48002177 0.67634457 0.33236913] [ 0.49625248 0.49400718 0.45949671 0.72619489 0.50052804] [ 0.55987077 0.47194737 0.46252905 0.53597831 0.33531977] [ 0.88276553 0.34367228 0.56082265 0.16243737 0.39077008] [ 0.37835032 0.52731495 0.5702858 0.55562599 0.63135087] [ 0.73170544 0.49731389 0.36542314 0.36169755 0.35083201] [ 0.77243046 0.37325381 0.46258968 0.27653308 0.3664998 ] [ 0.75284019 0.41393854 0.44613839 0.31085404 0.43978286] [ 0.53638981 0.5271417 0.35661337 0.46952311 0.4375887 ] [ 0.5710345 0.46650289 0.63071977 0.74406708 0.40431319] [ 0.76022205 0.39751901 0.50548319 0.29818483 0.3894825 ] [ 0.51921584 0.50599891 0.36289209 0.67957443 0.39395095] [ 0.69189033 0.54352444 0.37157257 0.4811534 0.50802287] [ 0.63781123 0.35779111 0.65769103 0.31284916 0.47710253] [ 0.33722651 0.42161646 0.46905422 0.80586774 0.3685346 ] [ 0.37620188 0.53426633 0.385356 0.69096675 0.39339868] [ 0.72142094 0.52824955 0.50744868 0.48763906 0.42539654] [ 0.317225 0.55069126 0.53047113 0.79948517 0.47277746] [ 0.25939658 0.50784746 0.42714558 0.74018179 0.4374617 ] [ 0.52926979 0.31099796 0.61979486 0.52377157 0.49508096] [ 0.54055407 0.51859694 0.57683092 0.56638415 0.39837379] [ 0.42292969 0.58710061 0.50938195 0.70913047 0.32562359] [ 0.56421274 0.58684647 0.46480432 0.56182786 0.509092 ] [ 0.39156277 0.58401017 0.51289394 0.78781133 0.46415554] [ 0.32630007 0.50909257 0.37742173 0.46107422 0.54469841] [ 0.18445424 0.70591428 0.33474256 0.90062835 0.45250626] [ 0.55351761 0.49464708 0.44454316 0.60453482 0.31334521] [ 0.79329729 0.41272083 0.52706758 0.2440571 0.26824559] [ 0.09765535 0.6638128 0.33608549 0.92967069 0.58668764] [ 0.54243387 0.35091838 0.53100694 0.30122559 0.40114889] [ 0.08858854 0.6161988 0.54182944 0.95960102 0.65610631] [ 0.1400126 0.64825527 0.4900376 0.88909628 0.55956058] [ 0.47241433 0.49193609 0.46006447 0.66766504 0.35822108] [ 0.67443501 0.34742021 0.42880282 0.35238791 0.44882359] [ 0.08048355 0.69919331 0.39723964 0.87994819 0.49117722] [ 0.08391193 0.6039313 0.49408855 0.85286322 0.4859115 ] [ 0.10911567 0.47113059 0.41798309 0.89381472 0.58273338] [ 0.66436361 0.51451593 0.60167693 0.57887778 0.40882768] [ 0.84611065 0.45386776 0.60138104 0.25757755 0.37646802] [ 0.87027414 0.37048784 0.58403937 0.24933856 0.39234783] [ 0.22261042 0.6971545 0.38774511 0.85387486 0.52015952] [ 0.85347242 0.32769738 0.57557295 0.19882792 0.412825 ] Progress: 23.6% ... Training loss: 0.627 ... Validation loss: 1.090[ 0.58916431 0.44197038 0.36498348 0.67853405 0.29276102] [ 0.33017433 0.55373582 0.3638586 0.6619666 0.48207979] [ 0.64975987 0.49413528 0.49634821 0.36917105 0.40016511] [ 0.51362824 0.40469418 0.59843503 0.66488603 0.39146538] [ 0.75566747 0.53991955 0.49353343 0.42756656 0.33604034] [ 0.58026593 0.36639285 0.64773376 0.55316105 0.32468902] [ 0.16565382 0.63925942 0.53750677 0.87455355 0.48129669] [ 0.51297907 0.41242762 0.58986379 0.65701046 0.40868311] [ 0.35808535 0.61552527 0.44358046 0.63276849 0.54476085] [ 0.6843226 0.49008775 0.6126179 0.32114681 0.46321035] [ 0.3927643 0.53516754 0.60071612 0.75802696 0.59397242] [ 0.68157049 0.44813337 0.60070671 0.44625959 0.45158586] [ 0.09382395 0.54388306 0.45332481 0.89633762 0.56049551] [ 0.38750196 0.62777123 0.39439957 0.64986754 0.45576941] [ 0.72659412 0.55927687 0.55374268 0.45154418 0.45635284] [ 0.68828448 0.49990257 0.45060896 0.70622401 0.42188801] [ 0.20119306 0.66910508 0.48508219 0.78131095 0.51612668] [ 0.80026321 0.39985385 0.54562762 0.25147499 0.48015805] [ 0.62831744 0.54282978 0.27725365 0.36265661 0.36599978] [ 0.62664159 0.5376905 0.51191976 0.51846536 0.36124927] [ 0.34357753 0.68633079 0.32808344 0.77437696 0.54458376] [ 0.54432027 0.5797799 0.46400988 0.56176932 0.55240034] [ 0.53542707 0.47858474 0.42352724 0.46280284 0.47117777] [ 0.47390587 0.49154276 0.46020908 0.66709853 0.35810691] [ 0.71097591 0.45847853 0.50188376 0.2317037 0.51094431] [ 0.60281888 0.52710934 0.4286133 0.32228375 0.43180822] [ 0.53173601 0.54300799 0.44443005 0.56255629 0.30679031] [ 0.66688161 0.56045079 0.46068344 0.53197131 0.45775062] [ 0.74749798 0.487315 0.40996241 0.43842921 0.43218301] [ 0.29888735 0.63717042 0.34733365 0.5824398 0.56733875] [ 0.57579204 0.41467544 0.51750772 0.45712446 0.40205103] [ 0.72857779 0.39404767 0.64703546 0.33862263 0.40341887] [ 0.33888721 0.50311835 0.4951568 0.64257081 0.54709645] [ 0.21913391 0.52393967 0.53782779 0.69578078 0.65009874] [ 0.50882871 0.53325887 0.43740453 0.40733938 0.40192506] [ 0.76245113 0.43251738 0.38466716 0.38029535 0.33530697] [ 0.54296321 0.47446772 0.56349953 0.46870122 0.48680464] [ 0.49428915 0.42959737 0.47631015 0.6027139 0.38050492] [ 0.60432254 0.56030665 0.56110721 0.52307134 0.29766861] [ 0.62710198 0.45116675 0.54281248 0.37600153 0.48859528] [ 0.26987845 0.51746997 0.55042283 0.84105301 0.47320145] [ 0.46144568 0.44948964 0.515912 0.63267184 0.36855459] [ 0.16542052 0.55545061 0.35355917 0.8215052 0.44514301] [ 0.74175402 0.35860949 0.66898244 0.28036305 0.37886981] [ 0.66628259 0.5357142 0.49580747 0.3762704 0.48917514] [ 0.14303579 0.72518625 0.44588776 0.82461943 0.46527384] [ 0.47066683 0.44993536 0.48748472 0.51446917 0.43593413] [ 0.45818694 0.4598899 0.47943801 0.46018491 0.44271118] [ 0.29419109 0.68210193 0.5108805 0.7843614 0.53973474] [ 0.69286901 0.43527394 0.3753108 0.45208958 0.46754658] [ 0.51843796 0.37469337 0.65379015 0.59694244 0.50326721] [ 0.50395487 0.66618759 0.40987773 0.61692889 0.56992666] [ 0.47551154 0.61398106 0.39251946 0.65063391 0.37273821] [ 0.75190694 0.52570026 0.39618354 0.56814463 0.43746139] [ 0.38156112 0.6164083 0.30319289 0.57787038 0.43541657] [ 0.38516293 0.62353564 0.42809754 0.65551934 0.39708522] [ 0.92117631 0.31654366 0.55346507 0.11085878 0.3772383 ] [ 0.64583852 0.45078294 0.5201967 0.31013501 0.46007641] [ 0.35759199 0.60406667 0.3213702 0.54802687 0.40052168] [ 0.4708588 0.55566828 0.56888864 0.78942014 0.40423434] [ 0.24220923 0.69102261 0.27965057 0.80851122 0.52064846] [ 0.65477308 0.32694928 0.56021894 0.27025577 0.60499602] [ 0.80760854 0.42114748 0.39787677 0.24696928 0.33832792] [ 0.1706365 0.58393095 0.47101283 0.88687588 0.61692408] [ 0.82150479 0.54947148 0.40484035 0.41542667 0.26774229] [ 0.55704051 0.49469335 0.68598197 0.53268088 0.53910631] [ 0.7356449 0.56799248 0.50843004 0.41595105 0.37013857] [ 0.38297904 0.65406949 0.52189631 0.78689936 0.55214957] [ 0.30843258 0.57470318 0.48115025 0.79028639 0.35793161] [ 0.33669579 0.48412697 0.57972639 0.66396521 0.40731532] [ 0.71535885 0.49001699 0.50954586 0.49815712 0.51258803] [ 0.65088877 0.49309395 0.47687323 0.33121059 0.40419898] [ 0.19317108 0.59916753 0.62927729 0.74051894 0.61236041] [ 0.72041329 0.39466847 0.4409052 0.43091678 0.47446349] [ 0.50511762 0.58132583 0.45349112 0.52448178 0.34465403] [ 0.53336605 0.32227684 0.56335234 0.32409418 0.58931069] [ 0.40787431 0.55069991 0.45186125 0.66333141 0.44839376] [ 0.62265518 0.5496751 0.41235375 0.55270215 0.28815663] [ 0.43083423 0.55460202 0.39398133 0.62811706 0.50931098] [ 0.43438164 0.59132748 0.66011847 0.5370827 0.46736771] [ 0.26612173 0.53271084 0.59465276 0.76634599 0.45462318] [ 0.27334697 0.42774156 0.49234627 0.73795237 0.42466473] [ 0.78312657 0.42748606 0.61775435 0.29324364 0.34436553] [ 0.23441106 0.51433483 0.5808273 0.66628343 0.4050702 ] [ 0.78791262 0.57676713 0.59516029 0.36323022 0.42486251] [ 0.84408331 0.4026237 0.51722392 0.26164639 0.37669782] [ 0.63505321 0.54003432 0.54215759 0.31577665 0.58851942] [ 0.3175379 0.50428558 0.47023338 0.86925238 0.4928492 ] [ 0.5530148 0.46621027 0.51972817 0.52640868 0.59525679] [ 0.48987844 0.47791562 0.41828846 0.64132633 0.44518515] [ 0.49065814 0.47259239 0.48868767 0.64342237 0.29758995] [ 0.67072799 0.48777426 0.67760893 0.46399735 0.4359839 ] [ 0.29058121 0.52279338 0.32733245 0.80993967 0.57890211] [ 0.44230452 0.63374626 0.38940197 0.6724806 0.55880728] [ 0.72285095 0.47423844 0.62232955 0.48201702 0.47825755] [ 0.42767222 0.61858222 0.53901789 0.76679522 0.47860843] [ 0.35077757 0.57780838 0.4797778 0.8566846 0.37213522] [ 0.54073605 0.53607937 0.49311513 0.42110399 0.54169412] [ 0.60580132 0.40050927 0.57304418 0.29920801 0.62449962] [ 0.68503344 0.38646861 0.5315197 0.30963464 0.4189281 ] [ 0.4389912 0.37485905 0.49090033 0.4879613 0.49706934] [ 0.54888505 0.52984408 0.50800128 0.6283898 0.50828541] [ 0.38937111 0.49460289 0.31978202 0.53718278 0.33411687] [ 0.39910021 0.47852344 0.51189562 0.70333468 0.32089986] [ 0.56961092 0.54177178 0.51935778 0.50574928 0.38917431] [ 0.4720912 0.57651809 0.37693214 0.51645666 0.51185369] [ 0.68850858 0.46610062 0.70081673 0.47126979 0.33116465] [ 0.72337139 0.338004 0.51830593 0.31178455 0.4049048 ] [ 0.40230979 0.48278689 0.36257733 0.76746408 0.29118765] [ 0.624974 0.62648102 0.31784867 0.52244351 0.33494407] [ 0.19532168 0.71669761 0.27177566 0.85296307 0.58935563] [ 0.7679875 0.39098135 0.44979588 0.2772829 0.34563848] [ 0.62935229 0.51912572 0.53177437 0.46654866 0.46064435] [ 0.54230712 0.60693865 0.36611237 0.5484392 0.35465454] [ 0.38224597 0.52274012 0.44859929 0.7348643 0.51374719] [ 0.87215697 0.38648838 0.47679104 0.16208491 0.28260735] [ 0.36222036 0.47988924 0.52289814 0.72431956 0.43211282] [ 0.51670982 0.59037817 0.4183575 0.77905467 0.37053568] [ 0.56556726 0.57693472 0.33308538 0.74370642 0.35917263] [ 0.72041329 0.39466847 0.4409052 0.43091678 0.47446349] [ 0.8013099 0.38952253 0.660413 0.39703613 0.34321264] [ 0.8223728 0.28371088 0.53584615 0.21509235 0.39904197] [ 0.05020065 0.60944526 0.47532775 0.9253135 0.54093142] [ 0.522603 0.57236671 0.54814061 0.65083684 0.41052568] [ 0.49074047 0.45894919 0.68366921 0.63736435 0.48506994] [ 0.80579885 0.44896303 0.4917648 0.22892054 0.3863243 ] [ 0.67956069 0.48145382 0.52000007 0.55550933 0.39565682] [ 0.725624 0.33096049 0.47979519 0.42193753 0.49832266] Progress: 23.6% ... Training loss: 0.626 ... Validation loss: 1.090[ 0.26467035 0.47396746 0.51043384 0.73854001 0.47614655] [ 0.69769067 0.45302413 0.56861536 0.23007819 0.43685074] [ 0.34717848 0.57388221 0.34493221 0.68702614 0.49844995] [ 0.60700402 0.48758377 0.57450351 0.31931736 0.44953159] [ 0.60381478 0.44917053 0.55977487 0.69998672 0.35889019] [ 0.23734567 0.62649143 0.55604752 0.67882714 0.64068458] [ 0.87741208 0.37371559 0.58748031 0.16807967 0.44381731] [ 0.81783394 0.44729453 0.58527172 0.24303079 0.41230383] [ 0.71608664 0.51881713 0.61048163 0.43041293 0.43912496] [ 0.73917709 0.45683465 0.41887316 0.37258773 0.34187734] [ 0.79764044 0.49448304 0.54555015 0.20270214 0.469147 ] [ 0.30559558 0.59902176 0.413913 0.57292038 0.44986852] [ 0.79033786 0.40962656 0.53763015 0.30316938 0.4720561 ] [ 0.24540702 0.4904171 0.45165537 0.90374879 0.47268143] [ 0.47348536 0.43327812 0.3772811 0.57710355 0.40918626] [ 0.4693647 0.53127918 0.47271508 0.61407208 0.36647069] [ 0.74293175 0.48259992 0.46447434 0.24677982 0.37533753] [ 0.34959243 0.61370503 0.42963691 0.74698193 0.47794008] [ 0.31383404 0.67695402 0.40466419 0.69927997 0.38385773] [ 0.46410583 0.45978214 0.31098016 0.47150631 0.42262699] [ 0.08242647 0.64106982 0.41730559 0.92139813 0.57224873] [ 0.77988356 0.3834339 0.54380621 0.3811467 0.42253041] [ 0.49603693 0.56736413 0.53420423 0.59311763 0.57849909] [ 0.7309361 0.32571919 0.38972388 0.16461005 0.37832891] [ 0.79737814 0.52618312 0.49044051 0.20589374 0.4778925 ] [ 0.19982585 0.60094939 0.36394339 0.65339857 0.46564467] [ 0.32414581 0.50784848 0.60291135 0.73051475 0.49600951] [ 0.67899521 0.40890723 0.52692099 0.24731871 0.49676381] [ 0.78476539 0.54384577 0.53092874 0.3768542 0.41380079] [ 0.14871641 0.45089959 0.40735738 0.88553171 0.56911677] [ 0.49934683 0.36761121 0.62963522 0.66408444 0.47881702] [ 0.39630704 0.58971664 0.46171998 0.56919052 0.53419783] [ 0.23802576 0.66406899 0.32475985 0.85605833 0.66125885] [ 0.32787637 0.51269953 0.53909618 0.7840506 0.47453464] [ 0.88454189 0.39661832 0.51431907 0.31902751 0.41484153] [ 0.19688998 0.64383191 0.37493422 0.72093117 0.5001689 ] [ 0.13313135 0.5325301 0.53892915 0.73217604 0.50701885] [ 0.68918577 0.44919498 0.49716263 0.39289103 0.3536484 ] [ 0.74237187 0.30616766 0.50860081 0.37645915 0.35246344] [ 0.47980916 0.39727985 0.54770954 0.77750008 0.47381514] [ 0.57156093 0.57593741 0.53425805 0.52410041 0.49069195] [ 0.6436427 0.5968398 0.50758174 0.60261431 0.49006121] [ 0.43525792 0.53031886 0.63696216 0.46059561 0.57195346] [ 0.5527384 0.56104036 0.49000765 0.60639439 0.41688342] [ 0.54873598 0.58566135 0.48075178 0.60954712 0.44720488] [ 0.60945815 0.48413762 0.42568049 0.667166 0.33299808] [ 0.49177658 0.59805297 0.49956028 0.58544024 0.30116812] [ 0.65605515 0.37918551 0.44173575 0.4082979 0.40002832] [ 0.45962841 0.54107625 0.42997172 0.80029067 0.41722441] [ 0.4827473 0.46649642 0.56031122 0.56605691 0.43739915] [ 0.45932129 0.40938484 0.4899887 0.76231024 0.50842308] [ 0.46350434 0.46580256 0.49948514 0.51301879 0.42475799] [ 0.81754422 0.43690127 0.64782035 0.32871978 0.39530994] [ 0.74335197 0.37156266 0.5174751 0.42962484 0.39399818] [ 0.47247715 0.55793966 0.39973176 0.51409197 0.46123435] [ 0.62382132 0.32632442 0.45400104 0.36022867 0.47120691] [ 0.52447343 0.50900544 0.59316329 0.6151749 0.40827831] [ 0.80711129 0.36705824 0.52512135 0.14873941 0.21794201] [ 0.45340248 0.61852133 0.535003 0.65350263 0.57816761] [ 0.80365207 0.36670325 0.4838339 0.14073991 0.4242295 ] [ 0.39700272 0.67112675 0.38318831 0.80643501 0.41738862] [ 0.68401738 0.5509049 0.50964817 0.49618815 0.2828898 ] [ 0.18547051 0.71855473 0.26736622 0.89530684 0.55393255] [ 0.70737746 0.58798157 0.36869946 0.3341447 0.36591982] [ 0.76111259 0.51533824 0.60827193 0.38029144 0.45721458] [ 0.43696674 0.53151935 0.53594557 0.7975235 0.41992228] [ 0.11014245 0.6913241 0.34213541 0.90302121 0.56057124] [ 0.24026972 0.4378258 0.4151923 0.67124361 0.5204484 ] [ 0.77571018 0.26328817 0.52822888 0.28044144 0.44354729] [ 0.84309247 0.47135318 0.49630963 0.22093341 0.39739481] [ 0.78149856 0.45881624 0.53724536 0.19733684 0.44187007] [ 0.67059784 0.51089324 0.52147103 0.46353911 0.52382026] [ 0.32671088 0.56257047 0.45985477 0.69796248 0.40299793] [ 0.48828548 0.64054816 0.44928852 0.61095889 0.46315337] [ 0.38787887 0.43800367 0.42662535 0.71288306 0.37894246] [ 0.698966 0.55199869 0.59333862 0.37926198 0.4611683 ] [ 0.55933126 0.47779223 0.53159019 0.50986301 0.40766899] [ 0.69000928 0.27174257 0.48523065 0.39217309 0.56650551] [ 0.58690661 0.66603394 0.37388774 0.73907664 0.53167696] [ 0.52976247 0.54343936 0.30486504 0.53273402 0.40001557] [ 0.77811123 0.3438235 0.48405469 0.21839973 0.30331347] [ 0.76550927 0.43330822 0.42120838 0.26453361 0.33258124] [ 0.43816944 0.48174684 0.45068231 0.77602003 0.44039512] [ 0.65749192 0.38918988 0.59328145 0.33787664 0.44813204] [ 0.29523799 0.53499978 0.30235239 0.85765989 0.55305458] [ 0.5640053 0.46962904 0.53094985 0.38588917 0.52907122] [ 0.57796486 0.48803978 0.44373723 0.56295703 0.57878062] [ 0.36087449 0.49822019 0.65084206 0.78215883 0.45082293] [ 0.4929969 0.44418946 0.62256058 0.65018814 0.41399249] [ 0.63297544 0.41929424 0.50484197 0.46719815 0.45264332] [ 0.39660818 0.37081955 0.45847237 0.75600147 0.36276135] [ 0.50628576 0.52294414 0.34917115 0.64364594 0.31016625] [ 0.15321258 0.56961486 0.53785234 0.84096075 0.56810302] [ 0.47680906 0.60854912 0.40321333 0.46217273 0.37276053] [ 0.6497355 0.40902985 0.47029533 0.57572859 0.48588223] [ 0.48784655 0.56024811 0.45381159 0.6213356 0.38475731] [ 0.65525874 0.51611057 0.37635217 0.49569105 0.32985211] [ 0.69076679 0.48101793 0.61117541 0.40391008 0.46124746] [ 0.76408166 0.46239974 0.39543472 0.29592251 0.30725438] [ 0.49241248 0.497895 0.40758131 0.58494105 0.54272324] [ 0.6060931 0.53166073 0.34943235 0.47309457 0.37278327] [ 0.49602911 0.53399367 0.57005766 0.75624561 0.35454152] [ 0.28425612 0.48608883 0.52645713 0.5994387 0.37944429] [ 0.42794281 0.55359148 0.48882487 0.55160121 0.38233494] [ 0.65261883 0.50016506 0.51363753 0.39964773 0.28018385] [ 0.62836373 0.54460764 0.44201017 0.5111319 0.45508513] [ 0.65789214 0.51822141 0.46840739 0.50847882 0.36620222] [ 0.64129032 0.59579356 0.53242707 0.5145545 0.41420635] [ 0.45992239 0.44445255 0.47919357 0.80105794 0.46414017] [ 0.88135012 0.37037247 0.65951929 0.15428488 0.45521141] [ 0.74187109 0.4366397 0.39315869 0.39027121 0.33412522] [ 0.28772418 0.49766152 0.50130547 0.66690627 0.45311422] [ 0.52295055 0.53679471 0.47721021 0.62281418 0.32895041] [ 0.13251457 0.63249075 0.39021159 0.90706791 0.41059956] [ 0.56807286 0.46023551 0.51378569 0.72112105 0.38907615] [ 0.63875018 0.45295798 0.50317122 0.50170171 0.42086816] [ 0.46198011 0.377186 0.44881547 0.51688936 0.38592382] [ 0.70418764 0.53965709 0.57963589 0.40216652 0.45409921] [ 0.87235878 0.38636005 0.47684611 0.16194332 0.2825585 ] [ 0.16292952 0.51772463 0.4037024 0.8721559 0.57477033] [ 0.37585231 0.5438565 0.34672523 0.66512095 0.41306959] [ 0.33487423 0.45459665 0.63091125 0.72687174 0.48185888] [ 0.44594785 0.48838393 0.52721638 0.6928703 0.29106951] [ 0.17101321 0.55047583 0.49638865 0.74535287 0.61604167] [ 0.42590134 0.56088469 0.49970618 0.81127641 0.53512917] [ 0.3621951 0.51978525 0.41790389 0.60962892 0.50240248] [ 0.57796486 0.48803978 0.44373723 0.56295703 0.57878062] [ 0.82166252 0.32970203 0.64582436 0.20853434 0.41368265] Progress: 23.6% ... Training loss: 0.626 ... Validation loss: 1.084[ 0.34452492 0.555465 0.42603065 0.54355797 0.41292869] [ 0.53420388 0.50284305 0.51032775 0.38977574 0.4795189 ] [ 0.81532507 0.30003642 0.65607274 0.1901993 0.44853976] [ 0.6246275 0.44933757 0.44620049 0.43528314 0.4810175 ] [ 0.56393989 0.45608441 0.48146526 0.56662319 0.44395088] [ 0.40371215 0.48840569 0.5024004 0.57967808 0.39401586] [ 0.3465739 0.37169895 0.50795471 0.71782992 0.64346729] [ 0.4417592 0.45843116 0.49394023 0.37969399 0.51988641] [ 0.50640431 0.53083159 0.4261911 0.34402727 0.50804291] [ 0.6088429 0.5168136 0.55556882 0.45658933 0.40362223] [ 0.84412741 0.471964 0.48074226 0.27462725 0.29696216] [ 0.74836496 0.43216481 0.61573257 0.28225202 0.472367 ] [ 0.63244304 0.56755651 0.35983049 0.47477133 0.35718301] [ 0.73750519 0.53824057 0.60063893 0.48551025 0.35258376] [ 0.44282477 0.57571209 0.50715595 0.78812645 0.45531666] [ 0.86391998 0.43733913 0.55589054 0.24513794 0.34432246] [ 0.84327645 0.35478019 0.63296783 0.19201407 0.3668751 ] [ 0.77614029 0.42587654 0.52533664 0.41902496 0.41628156] [ 0.27422696 0.72006816 0.31387395 0.73865855 0.43510037] [ 0.73265648 0.45466863 0.44540101 0.41440934 0.36262873] [ 0.68668932 0.45807861 0.51094993 0.62980355 0.34749959] [ 0.14107235 0.64986761 0.43892761 0.91211623 0.51560552] [ 0.23888769 0.71794769 0.24158868 0.75612051 0.47316979] [ 0.3140732 0.41737965 0.60599052 0.75890209 0.52122551] [ 0.20967514 0.51602103 0.38723715 0.88125959 0.55000152] [ 0.4370745 0.45747144 0.56777354 0.59297485 0.42049952] [ 0.50027991 0.5498164 0.50735472 0.64652082 0.44911749] [ 0.5189543 0.37448319 0.65385337 0.59673072 0.50317957] [ 0.47042622 0.69965236 0.41777104 0.65998856 0.48502901] [ 0.44635657 0.38319592 0.43855524 0.57294509 0.38801089] [ 0.75592696 0.39869831 0.55029617 0.25971048 0.5191783 ] [ 0.82533569 0.34778298 0.63595209 0.21528281 0.41352897] [ 0.47189379 0.4060203 0.58131594 0.77085553 0.52798239] [ 0.26527456 0.73071594 0.35486495 0.77330422 0.55258633] [ 0.78353407 0.39886552 0.56355095 0.31887367 0.46979446] [ 0.53124891 0.53889958 0.41909917 0.49931152 0.46869227] [ 0.59877319 0.4359465 0.30785375 0.34767209 0.38912475] [ 0.51787735 0.40447128 0.32247618 0.74204311 0.46369915] [ 0.58634898 0.4317861 0.46393015 0.63228419 0.44242662] [ 0.54397325 0.42631207 0.43911704 0.79987902 0.44359725] [ 0.35396181 0.49946826 0.45095731 0.50111679 0.50903685] [ 0.8228263 0.30955247 0.53955119 0.24879744 0.45521994] [ 0.63750963 0.45927583 0.45467319 0.4465913 0.51022448] [ 0.18791027 0.62451229 0.48869199 0.77378106 0.45680042] [ 0.63710148 0.57333423 0.48271184 0.52145421 0.4184636 ] [ 0.88232386 0.44653227 0.58464616 0.12964045 0.33029275] [ 0.16782423 0.44784598 0.50633944 0.85865479 0.59141315] [ 0.77152531 0.39027373 0.5163772 0.24497039 0.45386737] [ 0.44958168 0.50497901 0.47875226 0.71894224 0.37589208] [ 0.4384177 0.70787772 0.44898994 0.63129524 0.51595676] [ 0.64041374 0.44109227 0.46093761 0.54911404 0.44300023] [ 0.66563957 0.37891216 0.51558855 0.42154417 0.43815859] [ 0.4097422 0.55046364 0.3883223 0.65391544 0.34537529] [ 0.08099046 0.63307093 0.35496621 0.90582633 0.54485188] [ 0.46188569 0.58078638 0.43853965 0.37820373 0.40796268] [ 0.22948419 0.4972395 0.43513062 0.59245593 0.76298933] [ 0.51193748 0.39427426 0.47829647 0.40369093 0.64577159] [ 0.69530183 0.42266024 0.53489395 0.23826718 0.38673181] [ 0.30226927 0.60852157 0.33926916 0.67602279 0.46703097] [ 0.3991024 0.47680547 0.52748417 0.60443856 0.51693169] [ 0.34070479 0.43760301 0.41733072 0.80683848 0.49855216] [ 0.35491183 0.59302949 0.3419417 0.66987125 0.48508808] [ 0.59955148 0.5331123 0.4028052 0.55312134 0.30799953] [ 0.79257662 0.44992384 0.51780456 0.38820246 0.43276265] [ 0.25208312 0.50711094 0.45126271 0.71386898 0.39786563] [ 0.75216828 0.60771178 0.39538201 0.51399614 0.349266 ] [ 0.75274308 0.42833993 0.63226258 0.24081079 0.51734845] [ 0.77936198 0.36986926 0.46304137 0.1690725 0.28906394] [ 0.17968131 0.58834109 0.34073855 0.86210787 0.4035041 ] [ 0.67819216 0.36139489 0.57085337 0.22534103 0.55436543] [ 0.55169259 0.52567565 0.48487101 0.50766551 0.60762761] [ 0.64686695 0.55028819 0.4400864 0.58726873 0.47414285] [ 0.66262015 0.45296568 0.62738402 0.57937404 0.36564656] [ 0.70831735 0.37139697 0.36611988 0.3335466 0.3952183 ] [ 0.16945234 0.58483305 0.47063536 0.88724142 0.61732066] [ 0.55770819 0.51792463 0.53566408 0.61886179 0.38096179] [ 0.41906546 0.42109709 0.55501806 0.72037933 0.44993727] [ 0.19971529 0.66820097 0.4963602 0.75706907 0.62382793] [ 0.84024722 0.42842474 0.56871184 0.21226977 0.4252454 ] [ 0.94758632 0.26184016 0.57994836 0.07489977 0.29844144] [ 0.40338067 0.47279689 0.39443296 0.45018478 0.49243028] [ 0.29609071 0.5287903 0.40185305 0.65606078 0.53333733] [ 0.51777867 0.45432495 0.48167363 0.79382348 0.426349 ] [ 0.72145127 0.31965744 0.65581176 0.24821917 0.5613652 ] [ 0.47734246 0.52438738 0.44433927 0.74764105 0.3394755 ] [ 0.10355311 0.67209895 0.51125894 0.91439797 0.56817762] [ 0.47482931 0.49485953 0.50075423 0.63780468 0.35007263] [ 0.5954856 0.40512664 0.56308889 0.44850236 0.48118045] [ 0.75104268 0.33866731 0.61452225 0.23614865 0.44719226] [ 0.43476105 0.46976518 0.43050928 0.71025719 0.31036586] [ 0.82981565 0.36136166 0.69006368 0.21796261 0.42985063] [ 0.29502653 0.65961897 0.41808455 0.70062846 0.49713869] [ 0.43590517 0.50594612 0.6200958 0.62535329 0.54500793] [ 0.45332895 0.55213891 0.36669182 0.73953277 0.4741239 ] [ 0.90165964 0.39317175 0.57487383 0.19439005 0.29465882] [ 0.80232112 0.41686393 0.42256934 0.31894193 0.32797716] [ 0.80233727 0.41946278 0.59172593 0.15666282 0.39568978] [ 0.28475386 0.65510405 0.35387024 0.69324163 0.50248302] [ 0.18812351 0.61712368 0.37257048 0.68475447 0.42072448] [ 0.60997965 0.57427952 0.48049856 0.30961271 0.49921032] [ 0.30673627 0.52811762 0.58331082 0.56598093 0.41680774] [ 0.17119077 0.58468272 0.52326187 0.87909192 0.60747823] [ 0.47805488 0.65651623 0.38000093 0.67473521 0.49227094] [ 0.16003169 0.58446034 0.4576727 0.82018571 0.49255674] [ 0.74849741 0.29843305 0.58626098 0.39096679 0.47071453] [ 0.36710126 0.53430279 0.53339499 0.73376397 0.42984147] [ 0.55722681 0.4044093 0.42204592 0.52047315 0.31695298] [ 0.2821833 0.56178639 0.43214554 0.89082176 0.53087045] [ 0.5084629 0.45113528 0.47243862 0.58891221 0.38854359] [ 0.68496783 0.53283096 0.38657151 0.35377738 0.35239947] [ 0.32346423 0.62372057 0.48271034 0.66055048 0.54416152] [ 0.62235737 0.51099101 0.57352037 0.39582737 0.46520376] [ 0.48456791 0.59042693 0.51566112 0.52087176 0.32833122] [ 0.30262145 0.63954443 0.38058251 0.79433325 0.43610467] [ 0.80756898 0.31449375 0.52311037 0.24257545 0.52542081] [ 0.75763116 0.44453508 0.61061343 0.41580144 0.42557121] [ 0.89179512 0.41436135 0.50852108 0.17112684 0.40006399] [ 0.46837526 0.60962446 0.42110128 0.55076722 0.60742223] [ 0.47541528 0.3929815 0.4390654 0.82248263 0.45216334] [ 0.42935443 0.48801237 0.45570662 0.64201595 0.44503401] [ 0.19108993 0.5198031 0.55838764 0.84403384 0.57490523] [ 0.19406972 0.5477904 0.48242842 0.84331641 0.37537539] [ 0.81619261 0.33986327 0.55585738 0.20657876 0.32171363] [ 0.53124909 0.63360251 0.52140564 0.5100604 0.35902269] [ 0.7547998 0.31988468 0.41689396 0.22490481 0.33507912] [ 0.63721401 0.50551876 0.39709205 0.33178112 0.3623712 ] [ 0.68371557 0.41711738 0.44787677 0.39486975 0.43409067] [ 0.31753088 0.57088406 0.517263 0.81057642 0.46766344] Progress: 23.7% ... Training loss: 0.626 ... Validation loss: 1.088[ 0.52995384 0.39071489 0.52199575 0.70336369 0.42258892] [ 0.30965601 0.71115144 0.39251542 0.82555114 0.48562169] [ 0.74015119 0.4153024 0.49448817 0.2339448 0.43221917] [ 0.67450442 0.49659714 0.56165445 0.33526261 0.44534054] [ 0.68821978 0.53665152 0.52124807 0.52270581 0.38704412] [ 0.38702394 0.45500667 0.52550861 0.76582323 0.46457313] [ 0.40758947 0.49351582 0.55015388 0.46432397 0.4086566 ] [ 0.51315858 0.53008663 0.49712857 0.60845491 0.3592775 ] [ 0.33054603 0.5505476 0.40352745 0.70466856 0.46752554] [ 0.87725386 0.29585332 0.67281846 0.18394868 0.31919325] [ 0.63103373 0.48508342 0.42607744 0.53555353 0.38828649] [ 0.38100493 0.55104872 0.41023641 0.77007686 0.46662283] [ 0.32130519 0.59346666 0.44966352 0.64960707 0.38663729] [ 0.77963294 0.49054091 0.47478152 0.33859468 0.34989032] [ 0.46700348 0.48591182 0.51892556 0.44753472 0.57066856] [ 0.50773542 0.48269042 0.51435444 0.42935171 0.47126558] [ 0.85651135 0.37906894 0.51557768 0.12806023 0.37893161] [ 0.25596789 0.36795644 0.57700795 0.81224498 0.39683651] [ 0.38099527 0.45845646 0.42224359 0.62501851 0.34226519] [ 0.81156061 0.42348958 0.43686442 0.25399269 0.32803265] [ 0.13524124 0.64994185 0.43706455 0.92236327 0.49490899] [ 0.63083112 0.55218272 0.47005995 0.5453943 0.31771582] [ 0.19448149 0.68832201 0.44992355 0.72643984 0.49233006] [ 0.22892681 0.73112521 0.40001697 0.79666014 0.44329276] [ 0.40374176 0.36853233 0.54150845 0.66288677 0.4108316 ] [ 0.46870747 0.43362732 0.54790335 0.60276608 0.40718421] [ 0.39227672 0.55044507 0.33452552 0.69249552 0.47835591] [ 0.50328912 0.38897051 0.43990944 0.50239578 0.55744037] [ 0.34338443 0.44315708 0.38189784 0.54263175 0.50132353] [ 0.15956709 0.55627254 0.45348061 0.71042882 0.53823504] [ 0.81629642 0.35705968 0.5715006 0.27429602 0.47542829] [ 0.29387716 0.67669294 0.57930522 0.76060605 0.43576896] [ 0.7328486 0.43287893 0.3831979 0.41094067 0.32091711] [ 0.66338895 0.58215191 0.36396302 0.48892963 0.45877948] [ 0.29630198 0.39206864 0.5774294 0.45487931 0.71252035] [ 0.61832661 0.56695277 0.55829708 0.51607011 0.46542799] [ 0.31483535 0.55763005 0.36210443 0.70106091 0.59169326] [ 0.71556694 0.53104273 0.40938672 0.65783899 0.37047997] [ 0.70035465 0.43461232 0.55722471 0.31355265 0.37165064] [ 0.69181384 0.4256633 0.45548128 0.42387061 0.29653185] [ 0.18031826 0.60469753 0.5388482 0.89024663 0.47882754] [ 0.78717481 0.42992258 0.56112213 0.34155266 0.45523139] [ 0.68387365 0.41705626 0.44790247 0.39463828 0.4340762 ] [ 0.52211094 0.43898357 0.53188563 0.60106262 0.44333771] [ 0.48238258 0.47413806 0.55591263 0.4288631 0.56652386] [ 0.21719496 0.40095549 0.52446371 0.90002305 0.60713466] [ 0.43800965 0.49111651 0.48510061 0.78252028 0.45431754] [ 0.28314219 0.5079687 0.4314796 0.65883504 0.54572039] [ 0.44711296 0.45567701 0.51873261 0.67733875 0.33650747] [ 0.37557137 0.57334561 0.56799088 0.66466625 0.44827968] [ 0.71833278 0.41248472 0.65865588 0.23118197 0.52246527] [ 0.38398249 0.60169794 0.40933546 0.83315433 0.3911604 ] [ 0.11518188 0.66889302 0.46951713 0.84783944 0.57506002] [ 0.25989553 0.55887329 0.49701087 0.63257793 0.55837576] [ 0.52899766 0.49228956 0.46775997 0.47972007 0.56105876] [ 0.5801138 0.51194542 0.49903941 0.47589958 0.60267358] [ 0.59644968 0.57495769 0.6550181 0.55115619 0.4611061 ] [ 0.21484418 0.68137759 0.42546692 0.78085599 0.53798999] [ 0.534758 0.43245557 0.5690308 0.38087386 0.48648385] [ 0.14927587 0.58847694 0.52120167 0.89109109 0.54136152] [ 0.30969067 0.45823539 0.46600445 0.89691739 0.42730107] [ 0.60081645 0.59524503 0.30074483 0.47150854 0.33351743] [ 0.83499173 0.32404647 0.40570126 0.16948646 0.31007109] [ 0.45369103 0.48893791 0.42398225 0.49013095 0.38591705] [ 0.52598919 0.5153525 0.39693409 0.35874062 0.36070249] [ 0.48643816 0.43408978 0.53658262 0.64114344 0.33293327] [ 0.48751872 0.49757085 0.50153536 0.67594956 0.39071132] [ 0.70496344 0.53159519 0.43609633 0.35363264 0.42949281] [ 0.61447303 0.42886307 0.4620173 0.34204908 0.3921231 ] [ 0.60155947 0.38766718 0.6155671 0.43394273 0.40962352] [ 0.32091716 0.63387711 0.44172452 0.60283039 0.46633463] [ 0.21326615 0.51817139 0.58000958 0.60313049 0.48387923] [ 0.36157365 0.38113429 0.44723941 0.62418824 0.5823832 ] [ 0.47870719 0.45319297 0.35397103 0.52097431 0.51724918] [ 0.81995049 0.29762591 0.65171725 0.16583016 0.41947007] [ 0.11202427 0.64135721 0.36935592 0.89102272 0.55834258] [ 0.500546 0.44199742 0.5078142 0.66866172 0.33086538] [ 0.76365168 0.48030124 0.51196913 0.37236893 0.37296183] [ 0.58877823 0.46304123 0.50463314 0.44640819 0.44219064] [ 0.40836028 0.45424478 0.47343902 0.76342595 0.43808467] [ 0.07056189 0.58442254 0.59439842 0.91774374 0.74959013] [ 0.09584729 0.629154 0.4725381 0.85852072 0.4154763 ] [ 0.53714233 0.61175134 0.46431339 0.53161712 0.27498529] [ 0.60837893 0.35411297 0.61321698 0.4819763 0.44531561] [ 0.4807835 0.40560031 0.50922864 0.54252254 0.37581679] [ 0.60339852 0.57853945 0.44409288 0.62200845 0.34976434] [ 0.18134556 0.68422511 0.31240024 0.87590402 0.58836931] [ 0.39335232 0.45717742 0.59945979 0.79338363 0.48263963] [ 0.88237012 0.37020164 0.4956642 0.10683031 0.34035313] [ 0.63991176 0.33790068 0.6496472 0.49429884 0.45614071] [ 0.55986894 0.40295527 0.43250311 0.48892239 0.39307757] [ 0.8761633 0.44758126 0.51494983 0.17323985 0.29126358] [ 0.71964396 0.40361786 0.35668628 0.40237397 0.33429515] [ 0.45419755 0.54562779 0.58981226 0.60055867 0.38931676] [ 0.31387053 0.53213415 0.50891103 0.64493335 0.61983334] [ 0.39053865 0.33250712 0.56031797 0.67762404 0.38750337] [ 0.69583483 0.48852508 0.44285921 0.25278804 0.42799774] [ 0.64311637 0.61112921 0.52181443 0.5642386 0.47766012] [ 0.14373563 0.73968461 0.46283656 0.76451352 0.52360892] [ 0.53938358 0.52571963 0.5680207 0.79061129 0.44390346] [ 0.57506096 0.50343505 0.65096434 0.52696664 0.49377255] [ 0.67039734 0.36064919 0.50356902 0.3748094 0.48843083] [ 0.25319995 0.63336993 0.33113411 0.770726 0.36948452] [ 0.72129246 0.43852845 0.44769344 0.39681819 0.58335573] [ 0.19710627 0.71955523 0.30352329 0.86258694 0.53671769] [ 0.72171911 0.4985653 0.45209425 0.31946355 0.44408113] [ 0.54615471 0.41555643 0.54817452 0.47130079 0.41447213] [ 0.5523843 0.42183325 0.53627369 0.65765635 0.33083381] [ 0.63740884 0.56432816 0.49190845 0.53600985 0.53122609] [ 0.47937874 0.42826441 0.37420558 0.54759806 0.32910654] [ 0.34338443 0.44315708 0.38189784 0.54263175 0.50132353] [ 0.49132201 0.40244582 0.44645341 0.66888436 0.54529634] [ 0.22527098 0.52962817 0.47024393 0.90268622 0.53448552] [ 0.70296415 0.51247671 0.48734243 0.27657031 0.30715092] [ 0.29278351 0.53825257 0.51337089 0.71333811 0.46251414] [ 0.48803635 0.61155312 0.46154237 0.62139624 0.34273052] [ 0.77743982 0.38692102 0.41499403 0.28549313 0.32897567] [ 0.22451269 0.49961672 0.60952277 0.76349922 0.52831017] [ 0.58136504 0.54768549 0.53794704 0.49725387 0.50687767] [ 0.53534115 0.5277378 0.35638509 0.46976793 0.43789777] [ 0.73528959 0.46440964 0.6392885 0.49596867 0.4035463 ] [ 0.62396798 0.6126787 0.42926533 0.52687708 0.3968161 ] [ 0.83527888 0.50153098 0.60210513 0.18903026 0.49783269] [ 0.14250703 0.57517167 0.50702627 0.89851847 0.68054847] [ 0.29780796 0.61274427 0.41307115 0.73239254 0.39834727] [ 0.18893231 0.62012815 0.45559125 0.90928721 0.47403022] [ 0.54212504 0.52987916 0.54011513 0.38043814 0.4786176 ] [ 0.69854785 0.4346233 0.61707568 0.20161233 0.49529008] Progress: 23.8% ... Training loss: 0.626 ... Validation loss: 1.091[ 0.58086049 0.47593938 0.51254352 0.46461289 0.30587352] [ 0.74703923 0.41154455 0.39469719 0.28450752 0.44506139] [ 0.51851313 0.4693895 0.4602825 0.62325703 0.3773282 ] [ 0.76972048 0.29754745 0.59706207 0.34803625 0.45825273] [ 0.15805897 0.6875954 0.37728605 0.79853321 0.52175639] [ 0.62188435 0.42379139 0.42043233 0.48440031 0.43602988] [ 0.23752341 0.58982242 0.53179105 0.82974505 0.44665845] [ 0.75021743 0.3779712 0.48613618 0.39596234 0.368266 ] [ 0.26207973 0.46705757 0.54875977 0.63577973 0.64961582] [ 0.48708218 0.53585368 0.52247876 0.76597614 0.45373409] [ 0.34758177 0.5732042 0.46105929 0.62127087 0.43513579] [ 0.51990188 0.47477931 0.49356409 0.60265283 0.28082874] [ 0.16956597 0.74737974 0.27433247 0.9196204 0.50140552] [ 0.23894214 0.5074296 0.50207648 0.81171165 0.51427937] [ 0.26721358 0.73557041 0.33511376 0.72746437 0.52183878] [ 0.16114817 0.62832061 0.51817729 0.85009154 0.61398985] [ 0.53525197 0.56462729 0.57630852 0.54005442 0.4605107 ] [ 0.72564798 0.54768922 0.39391955 0.49616965 0.36848464] [ 0.17623139 0.74855896 0.34238149 0.89456984 0.54981295] [ 0.80978851 0.37807483 0.52925045 0.22222021 0.42263019] [ 0.45823901 0.44127434 0.46768609 0.62656615 0.40633082] [ 0.28665692 0.5615848 0.38328961 0.7380883 0.4705186 ] [ 0.31695583 0.62328436 0.43404255 0.70603994 0.40090851] [ 0.57465129 0.56550267 0.43264559 0.66385134 0.46093552] [ 0.21146334 0.55037098 0.4657715 0.894128 0.65839529] [ 0.77771015 0.47740549 0.48120483 0.3857256 0.29578011] [ 0.81917212 0.44161166 0.60307313 0.32154332 0.36454821] [ 0.30091377 0.48265907 0.57344906 0.72821805 0.59034365] [ 0.59964085 0.38039638 0.51140379 0.42084465 0.40488505] [ 0.23721926 0.43622305 0.40769065 0.81197782 0.46654195] [ 0.24048037 0.66928285 0.36369129 0.71951995 0.48715775] [ 0.46617944 0.44517592 0.59578248 0.74888512 0.46179734] [ 0.7533774 0.46219224 0.50539414 0.27879021 0.41127137] [ 0.23912241 0.71792939 0.24158845 0.75586861 0.47321156] [ 0.80508832 0.40899458 0.49048056 0.47697786 0.37061206] [ 0.40287234 0.510532 0.45973792 0.66374133 0.51086315] [ 0.58531796 0.54589114 0.43807957 0.62055143 0.3331508 ] [ 0.40178656 0.51226997 0.40608695 0.66039925 0.6067766 ] [ 0.42130911 0.52506806 0.50812685 0.55028628 0.63736749] [ 0.74943906 0.27122724 0.65984688 0.20234391 0.46551548] [ 0.49018702 0.4608468 0.55784426 0.42070554 0.4405222 ] [ 0.88409964 0.37270578 0.51848372 0.22975492 0.36347198] [ 0.18093733 0.4522673 0.37345009 0.90692613 0.46229845] [ 0.77435958 0.42161466 0.53718088 0.40838751 0.51470324] [ 0.26404464 0.5104031 0.47314134 0.80266478 0.57729565] [ 0.64810252 0.51095549 0.56751405 0.46051674 0.45876133] [ 0.55610412 0.4239099 0.52726035 0.6325666 0.33459943] [ 0.47177127 0.51136758 0.50550514 0.65555809 0.39870203] [ 0.25919269 0.53691315 0.6038487 0.67440192 0.54406634] [ 0.50093 0.3149716 0.53762775 0.74233793 0.40179642] [ 0.23130847 0.55328156 0.4282461 0.86892756 0.50420616] [ 0.09414232 0.62072729 0.47201603 0.94617077 0.49882295] [ 0.26830995 0.73342897 0.48253495 0.84401013 0.58925095] [ 0.45499621 0.39139727 0.54948519 0.7516611 0.45621685] [ 0.65251651 0.56092719 0.48221673 0.53628146 0.51952622] [ 0.26614925 0.56304797 0.46380494 0.8316743 0.33413123] [ 0.45251714 0.52085181 0.49422733 0.44952593 0.55061614] [ 0.2767052 0.57698566 0.52679215 0.86121255 0.55716124] [ 0.31522623 0.57739549 0.41462939 0.72906539 0.57224691] [ 0.31972098 0.65547152 0.47412641 0.69938915 0.4815106 ] [ 0.58821034 0.32601919 0.67575445 0.49859945 0.42091635] [ 0.41167471 0.60787712 0.47325247 0.68424793 0.51012408] [ 0.06968126 0.62166198 0.3929598 0.93346605 0.60246964] [ 0.35945801 0.61291872 0.43950181 0.66883505 0.39311442] [ 0.27883109 0.56837336 0.29985802 0.74364091 0.59746974] [ 0.16660946 0.63652515 0.46366718 0.86015926 0.57718428] [ 0.79964274 0.48281143 0.54850777 0.25020935 0.3393551 ] [ 0.70625704 0.52129945 0.42423804 0.3322706 0.33844144] [ 0.13455176 0.5876273 0.38929963 0.91007052 0.46980018] [ 0.34191844 0.46499524 0.43296836 0.80017594 0.45254742] [ 0.50645126 0.50074004 0.45187548 0.45932532 0.41876254] [ 0.57090014 0.41958688 0.64366206 0.66312263 0.47032479] [ 0.85605729 0.49922233 0.51604445 0.30994491 0.35330289] [ 0.92595749 0.45719894 0.45325132 0.20897355 0.31204915] [ 0.25235958 0.55771275 0.41670413 0.69519678 0.49996782] [ 0.93520286 0.36626536 0.53216353 0.21361555 0.3306711 ] [ 0.74775485 0.41148104 0.52226704 0.213104 0.33201497] [ 0.52653913 0.59605209 0.59644343 0.63410507 0.48173501] [ 0.20571987 0.60740813 0.39800507 0.58788801 0.52722027] [ 0.61350853 0.57304714 0.47247215 0.36579713 0.54958881] [ 0.31248827 0.59461869 0.44573544 0.78730772 0.45054031] [ 0.2233925 0.67800169 0.39575852 0.84747274 0.48854093] [ 0.42400354 0.47027896 0.32978408 0.57925356 0.52262587] [ 0.34214355 0.54762682 0.41486186 0.73657561 0.54734938] [ 0.63522252 0.52303505 0.3881307 0.34905212 0.30777218] [ 0.84388847 0.5035304 0.50886373 0.29593824 0.40298845] [ 0.54933523 0.4802155 0.5215673 0.4687297 0.54172973] [ 0.41741691 0.46437213 0.43311007 0.48799123 0.53062162] [ 0.69039793 0.27684888 0.42679486 0.38215037 0.41337226] [ 0.49284911 0.38876983 0.5371623 0.40425769 0.41592753] [ 0.18865101 0.5146461 0.46171261 0.90685846 0.61124501] [ 0.16258617 0.65758124 0.31495296 0.7785832 0.51294449] [ 0.73562466 0.41661275 0.58727349 0.31521829 0.50925829] [ 0.82261324 0.32809728 0.59318269 0.19900743 0.48227944] [ 0.24108735 0.67906959 0.38591087 0.77218256 0.43620707] [ 0.40447831 0.49585431 0.57173905 0.49237855 0.47295679] [ 0.83653155 0.34552966 0.49703395 0.20468915 0.39335729] [ 0.72674236 0.37836753 0.47042719 0.1712542 0.37451996] [ 0.70659272 0.58846923 0.36850698 0.33434821 0.36615437] [ 0.22316148 0.57039274 0.35742935 0.6833616 0.52550003] [ 0.49011606 0.55396563 0.53243545 0.41007163 0.54708819] [ 0.50785752 0.52384599 0.4633088 0.72790579 0.48002646] [ 0.79436389 0.41231939 0.59089308 0.16931544 0.46731346] [ 0.17965622 0.50322138 0.36010813 0.87915975 0.52291099] [ 0.55171165 0.43693259 0.6326189 0.59015797 0.47947514] [ 0.76770586 0.46890821 0.49735595 0.20100429 0.39619919] [ 0.20040028 0.5428823 0.51725492 0.68708691 0.63824352] [ 0.80624734 0.41727977 0.42840955 0.43121133 0.42293691] [ 0.21539313 0.41118928 0.48375757 0.78109719 0.58735146] [ 0.60928163 0.44204674 0.53110153 0.36787499 0.45150175] [ 0.37055542 0.50254549 0.45334458 0.76074606 0.54835309] [ 0.63239256 0.45032398 0.47618582 0.33327857 0.3843346 ] [ 0.4557202 0.49824623 0.50794261 0.51231093 0.44527688] [ 0.37393521 0.67050086 0.5285372 0.68446533 0.62185007] [ 0.58250144 0.67703496 0.40657305 0.66730748 0.4968648 ] [ 0.4615472 0.58886605 0.53010704 0.6856485 0.4413926 ] [ 0.68104447 0.48086014 0.52022682 0.55461657 0.39544182] [ 0.8519426 0.50356499 0.49509071 0.33511937 0.37419646] [ 0.54201345 0.44578665 0.60547937 0.58159537 0.43890342] [ 0.14750086 0.66109555 0.3489024 0.88381269 0.47106309] [ 0.61190125 0.32493522 0.62978628 0.64001521 0.43184626] [ 0.48708195 0.4473608 0.52437309 0.71580918 0.35855141] [ 0.53792581 0.55794384 0.45679104 0.68064937 0.5140479 ] [ 0.71951973 0.35357311 0.563197 0.2470954 0.41429003] [ 0.49280143 0.39495388 0.41719848 0.55346852 0.57011114] [ 0.45241246 0.48383115 0.53350726 0.4427582 0.41825354] [ 0.65940349 0.43496309 0.45472203 0.3211071 0.45481111] [ 0.55971374 0.41265599 0.3580871 0.39932692 0.3927985 ] Progress: 23.8% ... Training loss: 0.625 ... Validation loss: 1.096[ 0.40011003 0.54045586 0.34451696 0.71183912 0.44189955] [ 0.5318035 0.53368609 0.52182651 0.42414606 0.43809182] [ 0.851328 0.4076211 0.5427239 0.27263842 0.39437661] [ 0.4038099 0.3592413 0.40538745 0.61097253 0.42515551] [ 0.37602276 0.68779876 0.52506926 0.64256451 0.6296708 ] [ 0.15398001 0.5600069 0.33923763 0.90814172 0.43103126] [ 0.71213091 0.35973968 0.5757165 0.26186894 0.46866297] [ 0.40128219 0.43572518 0.5328557 0.72692983 0.3319721 ] [ 0.5690449 0.59088096 0.35738129 0.47694997 0.40163795] [ 0.87781989 0.36083806 0.5349073 0.17935144 0.32816391] [ 0.81512861 0.45511712 0.56807968 0.32411785 0.40681282] [ 0.8449259 0.51070621 0.43020939 0.33058287 0.37817341] [ 0.62645809 0.39218525 0.62123405 0.23180502 0.53237256] [ 0.27979994 0.39955379 0.48372746 0.69820794 0.49366312] [ 0.22235819 0.53002724 0.52209607 0.82091117 0.45829416] [ 0.18919498 0.61663127 0.37276951 0.6839673 0.42054286] [ 0.65736568 0.36135035 0.70725391 0.45073766 0.44802217] [ 0.50208687 0.47087095 0.58128605 0.67341843 0.43083323] [ 0.37027196 0.40904756 0.48637615 0.82683947 0.38537496] [ 0.82843961 0.44618145 0.58981177 0.34401878 0.39034001] [ 0.12325169 0.53892002 0.40870185 0.86669639 0.49443013] [ 0.52070902 0.488773 0.50677448 0.47212054 0.50298372] [ 0.41317511 0.68204523 0.46648728 0.72369945 0.52443421] [ 0.51805251 0.60413247 0.31395269 0.60905311 0.33500962] [ 0.51018541 0.51211539 0.41296015 0.60193597 0.33807336] [ 0.55398468 0.55518659 0.45164957 0.34142103 0.51264044] [ 0.15731 0.6285774 0.4697326 0.88167433 0.45482174] [ 0.48975903 0.60509886 0.41327366 0.60825677 0.4237694 ] [ 0.05158875 0.5604414 0.48546081 0.95067807 0.63831823] [ 0.56656637 0.61928607 0.40168761 0.3979829 0.53057202] [ 0.68575294 0.60449319 0.3435454 0.66378268 0.42101055] [ 0.70361862 0.50345892 0.52103933 0.52260357 0.46581166] [ 0.88029886 0.31035179 0.50817793 0.24829713 0.37731759] [ 0.34967216 0.50198078 0.52762347 0.78671456 0.51473303] [ 0.36637765 0.58196969 0.45225682 0.77820669 0.61373481] [ 0.13900894 0.56912719 0.3725876 0.90045195 0.52388192] [ 0.57961435 0.51309111 0.56685503 0.52632219 0.4663514 ] [ 0.76385389 0.46126831 0.57367946 0.31101984 0.38979299] [ 0.20365877 0.60151628 0.31021441 0.73835411 0.51733204] [ 0.62504332 0.49217984 0.54453912 0.44022105 0.62739916] [ 0.47289643 0.45218408 0.50804279 0.44970959 0.6148825 ] [ 0.44226895 0.45460002 0.43596995 0.68736768 0.35365572] [ 0.46626134 0.61816197 0.43521931 0.64106115 0.32738356] [ 0.29481639 0.49191827 0.46216465 0.72149366 0.49592277] [ 0.79363707 0.47860354 0.55955204 0.34110329 0.42872888] [ 0.46823509 0.56520419 0.46305281 0.61801754 0.42452803] [ 0.57429966 0.50031937 0.65891735 0.61496931 0.41256565] [ 0.74110094 0.34317434 0.58541387 0.4279848 0.33023796] [ 0.21600946 0.57669253 0.46128038 0.77849945 0.58683636] [ 0.6002404 0.47413682 0.57840109 0.68849887 0.3573725 ] [ 0.17973703 0.58359192 0.43380401 0.84900633 0.56477093] [ 0.90166986 0.39312885 0.57489081 0.19429462 0.29463995] [ 0.52133718 0.49163077 0.47617176 0.45586621 0.45352862] [ 0.51820576 0.36236668 0.50731351 0.56907046 0.3382581 ] [ 0.47206989 0.38732308 0.4439311 0.72642911 0.45757763] [ 0.68905965 0.61746219 0.36783609 0.5497794 0.33631995] [ 0.29166626 0.67560227 0.39687493 0.88975312 0.49916761] [ 0.77846715 0.41903668 0.56107521 0.18863917 0.53920573] [ 0.75590186 0.44128745 0.4987392 0.36988341 0.35584051] [ 0.6059974 0.4119978 0.51603679 0.24742832 0.39988319] [ 0.46295909 0.63415689 0.44558226 0.55615271 0.44918715] [ 0.80381731 0.35789408 0.51688008 0.20222871 0.32966877] [ 0.60080916 0.37997409 0.51159356 0.42015384 0.40472094] [ 0.14773384 0.54663877 0.3998211 0.85875158 0.45905167] [ 0.89968965 0.36989315 0.52071656 0.13542588 0.29965108] [ 0.30053216 0.57741392 0.49059363 0.78019883 0.44902916] [ 0.82853863 0.4238164 0.56689117 0.23057317 0.40717247] [ 0.26624557 0.51428374 0.47847438 0.92061612 0.54583929] [ 0.23055905 0.63462686 0.41486524 0.65841466 0.58654691] [ 0.71206954 0.44007734 0.49632553 0.26687293 0.42780993] [ 0.59950103 0.48123526 0.613258 0.65599708 0.4634677 ] [ 0.21384076 0.66227257 0.34787053 0.69964924 0.44116835] [ 0.39258475 0.64753969 0.4382226 0.66364986 0.41004529] [ 0.75971954 0.45434059 0.44556914 0.31847382 0.47159313] [ 0.73701262 0.33297873 0.58543295 0.38219126 0.33857937] [ 0.49238552 0.33564717 0.38944084 0.64210596 0.35444331] [ 0.46668409 0.41721126 0.46999001 0.60502171 0.34878922] [ 0.45744465 0.49922182 0.51520632 0.48406686 0.42830213] [ 0.36691567 0.46356623 0.56856384 0.72930639 0.40502003] [ 0.15811418 0.50147947 0.44523611 0.88235145 0.49386982] [ 0.49781446 0.45078054 0.52413974 0.61041635 0.62878862] [ 0.48491251 0.50545175 0.39321903 0.70467004 0.28699085] [ 0.51805251 0.60413247 0.31395269 0.60905311 0.33500962] [ 0.85801852 0.38726061 0.46863078 0.29181821 0.30732494] [ 0.67139469 0.56806914 0.40052121 0.62469636 0.33469313] [ 0.28193499 0.40902029 0.51759851 0.77861738 0.70255557] [ 0.16164883 0.62051913 0.32508774 0.83203413 0.62264427] [ 0.08145581 0.57463819 0.48252444 0.87767558 0.51747566] [ 0.32354244 0.55502969 0.49132177 0.77876721 0.47848804] [ 0.27062651 0.50921 0.37071235 0.70680696 0.42914686] [ 0.504303 0.57052527 0.3787488 0.61109737 0.33667595] [ 0.81663059 0.51043811 0.58294591 0.45383329 0.38225663] [ 0.3024489 0.50534683 0.46290296 0.82454875 0.47376609] [ 0.89258715 0.27728129 0.67633357 0.17916581 0.38560776] [ 0.65336752 0.49873491 0.43754392 0.46008369 0.54327843] [ 0.40011264 0.4096375 0.55877118 0.70606175 0.60060584] [ 0.36586312 0.56518526 0.40586221 0.61722872 0.49908558] [ 0.66406592 0.38380836 0.65362035 0.35389626 0.45280253] [ 0.20155168 0.70960979 0.43567499 0.83211972 0.39869639] [ 0.70989496 0.49200227 0.52397429 0.22726321 0.33266413] [ 0.37204111 0.44938892 0.51074503 0.63919598 0.44281974] [ 0.65333941 0.56345599 0.51516905 0.48289351 0.45068778] [ 0.46493582 0.46061863 0.62931117 0.67294839 0.34098199] [ 0.84376627 0.37244022 0.53769261 0.17493916 0.26284594] [ 0.88486259 0.36411875 0.38731967 0.19329216 0.34428877] [ 0.50921647 0.49529733 0.57064591 0.50302875 0.48262952] [ 0.52127234 0.6650485 0.40795417 0.79854041 0.49459194] [ 0.68251556 0.39439429 0.39942258 0.21263149 0.42176268] [ 0.32320699 0.4834143 0.66495828 0.67516426 0.56153174] [ 0.52476028 0.39140763 0.57446129 0.46836813 0.44264545] [ 0.83107087 0.49875665 0.41010212 0.41237144 0.30021603] [ 0.78761877 0.48881007 0.39213624 0.32747284 0.29816781] [ 0.62694474 0.49408891 0.6006249 0.42994158 0.55542467] [ 0.4411141 0.57453439 0.47838239 0.55525246 0.50291276] [ 0.51567872 0.58450185 0.61525717 0.50535709 0.51207186] [ 0.11317731 0.57120305 0.49516346 0.8614899 0.6145464 ] [ 0.13577701 0.71601346 0.37158351 0.80755072 0.47528301] [ 0.18581248 0.5576107 0.51157058 0.74677365 0.60601585] [ 0.78149834 0.37552163 0.42747197 0.34973786 0.42537438] [ 0.78305532 0.44274029 0.60353654 0.37583812 0.51305849] [ 0.45737073 0.50979639 0.52788837 0.54342023 0.49609258] [ 0.75521224 0.31903283 0.51010817 0.36479536 0.48112907] [ 0.48441407 0.57337073 0.42779498 0.6521429 0.42816142] [ 0.24288286 0.58748646 0.41603499 0.81830014 0.64085723] [ 0.49863372 0.46843463 0.50916302 0.71804752 0.50353936] [ 0.2581956 0.50347093 0.40685762 0.60328424 0.6865916 ] [ 0.2209329 0.62642149 0.34786287 0.8278877 0.5590104 ] [ 0.20289646 0.48500485 0.47925123 0.8453133 0.53059478] Progress: 23.9% ... Training loss: 0.625 ... Validation loss: 1.097[ 0.51103769 0.60525558 0.56808226 0.64181523 0.53591945] [ 0.73147893 0.49508241 0.59455187 0.47331023 0.47143628] [ 0.63322082 0.35277473 0.53349793 0.26188725 0.61162066] [ 0.40380378 0.52007748 0.5000505 0.63918567 0.48067891] [ 0.26452414 0.53603031 0.60306359 0.72147316 0.41661452] [ 0.50485059 0.50585344 0.55960715 0.53816395 0.49927998] [ 0.27136743 0.49813861 0.30979096 0.89423051 0.53532172] [ 0.52044836 0.43428257 0.47323822 0.53705268 0.42612172] [ 0.23189016 0.51172242 0.61372825 0.69204968 0.65603417] [ 0.46113026 0.57714753 0.56326757 0.59742545 0.55502392] [ 0.26805235 0.62067384 0.37249522 0.69379109 0.42420117] [ 0.75727528 0.53925914 0.49378842 0.42653564 0.3357954 ] [ 0.77743502 0.34258565 0.49605654 0.28344996 0.42779649] [ 0.50584353 0.57211991 0.46889496 0.57696621 0.34699697] [ 0.5002421 0.40369649 0.60514454 0.46389262 0.65622616] [ 0.11343569 0.57623068 0.52970474 0.90216471 0.59307233] [ 0.35541168 0.5622949 0.45682793 0.62251893 0.44163358] [ 0.14216224 0.65277137 0.36136997 0.85790014 0.53142339] [ 0.1720099 0.55022708 0.49649107 0.74491546 0.61595999] [ 0.30288007 0.50061182 0.39325083 0.63657376 0.55145929] [ 0.75007526 0.378241 0.48206712 0.28809322 0.2696522 ] [ 0.13030349 0.52089637 0.58102507 0.66007422 0.53923278] [ 0.78177994 0.37529214 0.42756866 0.3494846 0.42527597] [ 0.89397775 0.35763685 0.48860448 0.1686951 0.28149281] [ 0.91060109 0.25674736 0.54944687 0.14001032 0.30680205] [ 0.2294982 0.54741067 0.42615166 0.90116238 0.61066573] [ 0.37171521 0.53766543 0.55334377 0.83475916 0.47381006] [ 0.70397119 0.45598075 0.49978076 0.31362488 0.343588 ] [ 0.26777325 0.53231532 0.59479475 0.76560257 0.45453733] [ 0.60067075 0.43627875 0.62380708 0.35710639 0.49523657] [ 0.16950711 0.75101193 0.27457243 0.83243709 0.47283482] [ 0.72324326 0.45380245 0.50107678 0.27851275 0.34441208] [ 0.61567911 0.48312429 0.44476435 0.37179467 0.52171509] [ 0.52145184 0.5056813 0.36298879 0.67838613 0.39395215] [ 0.72557166 0.50957282 0.35782074 0.3360178 0.33382525] [ 0.70484861 0.36805914 0.60744192 0.34254501 0.45810315] [ 0.71923947 0.35366929 0.56315039 0.2471675 0.41432116] [ 0.68356226 0.40728923 0.50794856 0.39795039 0.48989303] [ 0.30531159 0.51693816 0.4965267 0.85267865 0.50404928] [ 0.86118954 0.38906789 0.57940825 0.2681789 0.45050953] [ 0.41638307 0.5398966 0.43734108 0.67512143 0.38726012] [ 0.55158832 0.41333563 0.62176616 0.62254937 0.42594682] [ 0.2578924 0.62219154 0.35690435 0.81070848 0.56281373] [ 0.39626066 0.61040662 0.35743797 0.58285805 0.50101958] [ 0.3601255 0.61774048 0.42482476 0.68355754 0.43973181] [ 0.49192527 0.40146467 0.61674172 0.57976053 0.47086828] [ 0.70518722 0.64987714 0.50581083 0.48761023 0.41935635] [ 0.44437476 0.49307368 0.52047369 0.69902478 0.38649377] [ 0.85428491 0.35958321 0.60489405 0.22053986 0.39738386] [ 0.58194907 0.57012311 0.35257874 0.40883679 0.29907769] [ 0.16315861 0.69360432 0.40661771 0.81985387 0.48599636] [ 0.61076332 0.37407094 0.63833946 0.52720177 0.47086105] [ 0.55080334 0.52807687 0.50729054 0.51114134 0.60482134] [ 0.82510353 0.46799618 0.49377018 0.22698141 0.36190713] [ 0.20738412 0.61543722 0.52652971 0.78161963 0.50301257] [ 0.16093037 0.61211077 0.45333179 0.8559858 0.53110007] [ 0.68178204 0.49703829 0.45062541 0.40865345 0.33097934] [ 0.23423929 0.59882715 0.54580708 0.81196471 0.41682368] [ 0.47664807 0.56913982 0.43396638 0.61391113 0.29212438] [ 0.50310341 0.40467704 0.44928364 0.45538172 0.33952174] [ 0.69219172 0.46785797 0.57939679 0.49588037 0.42175519] [ 0.60043544 0.48536027 0.48670991 0.5871259 0.36211259] [ 0.20033115 0.65472673 0.41778894 0.80118044 0.45054978] [ 0.73258702 0.27698532 0.52280259 0.33062372 0.48594258] [ 0.75211267 0.54062523 0.60414086 0.43271312 0.42055446] [ 0.47818491 0.48806897 0.62875105 0.7694162 0.38099724] [ 0.55783393 0.37126505 0.59717377 0.73323723 0.45504462] [ 0.41387728 0.48881236 0.60490305 0.71529529 0.50976284] [ 0.62380942 0.42013948 0.54426431 0.36994556 0.29387085] [ 0.64695108 0.70239023 0.3787502 0.62428176 0.49884543] [ 0.65477369 0.51761654 0.52392489 0.32093978 0.56067359] [ 0.5238261 0.52645456 0.37192432 0.40998838 0.44068449] [ 0.49564502 0.48185139 0.44741982 0.38479061 0.48351691] [ 0.67339667 0.33509922 0.62390049 0.19543783 0.45691316] [ 0.20815898 0.57986775 0.35921175 0.75257329 0.45223819] [ 0.43490112 0.66020872 0.38040149 0.75310622 0.4589135 ] [ 0.25645914 0.62627507 0.47028951 0.59300307 0.56838001] [ 0.6439118 0.56320199 0.59163764 0.38470831 0.52065652] [ 0.64139344 0.45006318 0.51256989 0.46126425 0.4653345 ] [ 0.72776371 0.37797085 0.47060665 0.17080861 0.37436704] [ 0.15447193 0.68732985 0.4788131 0.76904518 0.53669913] [ 0.60321905 0.47947937 0.48827056 0.35784792 0.52925858] [ 0.85968407 0.44520062 0.57884169 0.19875027 0.37738178] [ 0.69628276 0.39610881 0.59125027 0.31024899 0.40405064] [ 0.839085 0.34735898 0.53943012 0.22626356 0.46929102] [ 0.42880771 0.33083746 0.44630138 0.73707753 0.39630116] [ 0.41176677 0.40414319 0.55587669 0.67941801 0.42459238] [ 0.63757126 0.45849571 0.42863863 0.51603461 0.55231394] [ 0.73543055 0.36310041 0.67144192 0.21292297 0.47349704] [ 0.88886293 0.49016152 0.61994514 0.31721447 0.32865005] [ 0.33430717 0.47452864 0.54877185 0.7659413 0.35027822] [ 0.67577847 0.49603748 0.5618815 0.33454316 0.44510643] [ 0.47001667 0.4989375 0.51419292 0.61060236 0.56802659] [ 0.73616047 0.45354272 0.54281066 0.22765976 0.43362983] [ 0.6375813 0.54185325 0.42548283 0.78921754 0.44153403] [ 0.7791618 0.46628048 0.5683793 0.35554089 0.34571294] [ 0.67660813 0.52500313 0.49568074 0.25126259 0.38541622] [ 0.82498264 0.31457956 0.64591374 0.18578586 0.43958955] [ 0.37933452 0.62454813 0.48331719 0.60019567 0.45043358] [ 0.55387634 0.5809324 0.50379249 0.50471558 0.3822392 ] [ 0.81069761 0.36813693 0.53253946 0.2536593 0.39534815] [ 0.3222241 0.58968551 0.54887284 0.66549482 0.53103797] [ 0.3334747 0.44160659 0.34433296 0.71668561 0.52674872] [ 0.78028476 0.41273033 0.50868 0.24830981 0.45565665] [ 0.87380273 0.36827812 0.56502352 0.09693601 0.39937786] [ 0.65853666 0.48456636 0.43700459 0.28687885 0.36903894] [ 0.68615044 0.39739681 0.46969601 0.47628643 0.35914866] [ 0.5128598 0.55522329 0.32175466 0.67769468 0.33973742] [ 0.89360113 0.27535707 0.66821226 0.12968529 0.42772876] [ 0.53910764 0.43374646 0.42164408 0.43486793 0.45001936] [ 0.57404614 0.42187044 0.454504 0.47210841 0.26015757] [ 0.69980563 0.39401249 0.34726784 0.39057036 0.48727625] [ 0.1601937 0.55011505 0.41313747 0.85948989 0.50270033] [ 0.6540375 0.54827309 0.36174552 0.61566691 0.33644043] [ 0.51883939 0.53505073 0.45929297 0.6188866 0.39117714] [ 0.41999887 0.55105507 0.52322658 0.54797283 0.43068675] [ 0.89214936 0.41383805 0.50874728 0.17068877 0.39983645] [ 0.55667088 0.58273978 0.40568356 0.48521757 0.38269119] [ 0.48985696 0.5704332 0.45073096 0.62906312 0.45278081] [ 0.90619361 0.35462751 0.62391639 0.11666222 0.34162395] [ 0.17291914 0.65558468 0.41864951 0.78157893 0.52442598] [ 0.31079002 0.4149185 0.54081576 0.67825384 0.57660602] [ 0.27312581 0.59139658 0.43260031 0.80267527 0.31365525] [ 0.20456783 0.6509563 0.45585403 0.86204877 0.53139305] [ 0.7484374 0.47101005 0.43576757 0.35799057 0.42445073] [ 0.615484 0.46728505 0.34388611 0.4271267 0.44330982] [ 0.73548373 0.26328843 0.58627349 0.22747774 0.36290059] [ 0.33633633 0.49464357 0.43670583 0.73896763 0.45278695] Progress: 23.9% ... Training loss: 0.625 ... Validation loss: 1.096[ 0.70365384 0.48473557 0.56128277 0.16085083 0.50144209] [ 0.49996414 0.53972464 0.51841832 0.55426022 0.44429882] [ 0.27832648 0.58826975 0.39110278 0.78805158 0.56995635] [ 0.65854971 0.3311793 0.54334978 0.52628581 0.32235548] [ 0.23854371 0.57146567 0.45475916 0.63173511 0.43587395] [ 0.38454804 0.61742622 0.4614341 0.77854814 0.51190978] [ 0.72932023 0.51943324 0.39879727 0.40457171 0.43418357] [ 0.88281972 0.39076779 0.55817812 0.20798728 0.40606871] [ 0.72892834 0.42833639 0.54327037 0.38402835 0.32935659] [ 0.70932109 0.33420886 0.55367202 0.27395306 0.49092961] [ 0.82747188 0.33967348 0.5370962 0.36960556 0.44961102] [ 0.11591065 0.56127885 0.43079186 0.81322639 0.55354869] [ 0.48810795 0.4517151 0.54446845 0.63060332 0.51748032] [ 0.16459208 0.70307934 0.3885004 0.84159258 0.56870249] [ 0.71969208 0.61219576 0.56831808 0.46104584 0.46359436] [ 0.16687877 0.62046738 0.35593244 0.72161615 0.55705398] [ 0.11061272 0.61769365 0.34687419 0.80671521 0.50849286] [ 0.52085865 0.38752987 0.63646839 0.67164544 0.42774351] [ 0.15172526 0.57256764 0.48300812 0.85683025 0.59810743] [ 0.53143367 0.51260239 0.46077373 0.58239508 0.46883147] [ 0.58498275 0.4032967 0.54521493 0.67214864 0.32525901] [ 0.52055127 0.63085947 0.33787166 0.56473141 0.37632667] [ 0.36655799 0.60022847 0.36542313 0.74686283 0.54783473] [ 0.36842822 0.57283458 0.41659001 0.70630513 0.40197439] [ 0.50655198 0.42853225 0.45605014 0.44587907 0.41435756] [ 0.36564313 0.58257582 0.45199539 0.77850362 0.61398974] [ 0.34651442 0.61481868 0.61633595 0.64875529 0.63902048] [ 0.45372089 0.5838223 0.5722126 0.76515884 0.50993155] [ 0.12577961 0.49280689 0.44188254 0.85688973 0.49546474] [ 0.33119276 0.52376869 0.55711818 0.65016504 0.59874045] [ 0.61223181 0.57793957 0.6362887 0.53427714 0.45767877] [ 0.61437631 0.48378069 0.44449742 0.37244639 0.52197603] [ 0.5979229 0.65954601 0.33382475 0.50339326 0.33653667] [ 0.21508932 0.71731369 0.41701901 0.70124956 0.5296069 ] [ 0.45270307 0.49106044 0.44875648 0.66184887 0.36333578] [ 0.59414765 0.32703101 0.60287931 0.39575862 0.51327706] [ 0.65510803 0.44817243 0.49969394 0.41961849 0.54583544] [ 0.71409073 0.40297524 0.63783219 0.46800633 0.43449705] [ 0.92677808 0.34862488 0.61306357 0.12009725 0.29637573] [ 0.85494598 0.34889616 0.68557324 0.23392108 0.3905686 ] [ 0.53635787 0.37977736 0.52988008 0.62969386 0.45515245] [ 0.06141782 0.63975584 0.41940505 0.92906544 0.63896107] [ 0.7859909 0.43478589 0.42225931 0.14041849 0.3035397 ] [ 0.78439658 0.39829019 0.56379828 0.31809795 0.46955146] [ 0.62864275 0.53718491 0.51209224 0.51703813 0.36111756] [ 0.4221789 0.39352068 0.45139625 0.65638225 0.60313888] [ 0.65370877 0.50098903 0.58217903 0.37721943 0.42091561] [ 0.63599817 0.55131812 0.52102476 0.46633222 0.50252257] [ 0.6858463 0.45364748 0.48222335 0.42335411 0.37489906] [ 0.64911155 0.43138863 0.33937566 0.49610942 0.46932986] [ 0.39040262 0.51373453 0.50881405 0.79759048 0.32331025] [ 0.41252592 0.40396205 0.55595091 0.67913497 0.42452093] [ 0.52253838 0.57330709 0.39598081 0.55731977 0.51841318] [ 0.79116511 0.48588828 0.51052928 0.30841863 0.41603396] [ 0.54862928 0.44898649 0.55093013 0.46743029 0.56618627] [ 0.19979661 0.64698244 0.49914243 0.66978733 0.48010748] [ 0.14292046 0.59612153 0.38931938 0.90503131 0.42028784] [ 0.69568689 0.54840215 0.48244387 0.46429528 0.36984473] [ 0.9021587 0.48656488 0.49727636 0.21841194 0.3425672 ] [ 0.4155716 0.6322452 0.38699074 0.67612513 0.39966674] [ 0.18623058 0.56396627 0.57783663 0.88956691 0.58629248] [ 0.51661427 0.40332034 0.53761061 0.62208961 0.56822575] [ 0.59970372 0.57591687 0.47208603 0.43590606 0.44551763] [ 0.81724459 0.43608206 0.61608626 0.2282908 0.43332595] [ 0.34603719 0.55251833 0.50427274 0.69968386 0.51710459] [ 0.3358533 0.4972989 0.43793725 0.81891269 0.38833991] [ 0.50070418 0.46834309 0.60819472 0.61219724 0.35220005] [ 0.49206182 0.46414653 0.46371082 0.82274532 0.45875799] [ 0.32565972 0.41149282 0.43341978 0.61830376 0.53815599] [ 0.61035428 0.30001621 0.46618508 0.29642018 0.44330924] [ 0.5085749 0.40425579 0.42284603 0.59033201 0.50687892] [ 0.6104523 0.64406317 0.37996289 0.59063189 0.38046082] [ 0.73166276 0.42171724 0.3417151 0.25060993 0.29994313] [ 0.46338806 0.50297385 0.3802628 0.88550411 0.4624451 ] [ 0.12929643 0.60637596 0.50027948 0.82897708 0.63334286] [ 0.87387191 0.31872838 0.68676068 0.14801657 0.40267464] [ 0.16403325 0.51786625 0.40362792 0.8718707 0.57489504] [ 0.67258737 0.56774071 0.40064304 0.62396807 0.33460484] [ 0.34332834 0.42059413 0.43051799 0.74658719 0.55504592] [ 0.58914729 0.40475372 0.60077293 0.41913451 0.43918216] [ 0.583757 0.35868115 0.54480062 0.48114422 0.45012692] [ 0.35964751 0.42880736 0.40993134 0.78587237 0.3745522 ] [ 0.3110108 0.54921984 0.51901716 0.81855369 0.3980479 ] [ 0.10611752 0.55849597 0.40320225 0.93216063 0.51532992] [ 0.16879344 0.65647254 0.36171639 0.8491436 0.42940901] [ 0.47741348 0.35388701 0.6346425 0.69670013 0.45898018] [ 0.32774104 0.46553137 0.50924051 0.53563875 0.52180156] [ 0.38952571 0.44654725 0.70644586 0.5994904 0.58290574] [ 0.33496619 0.63441505 0.41159128 0.51852697 0.50009564] [ 0.49199608 0.45428242 0.50533608 0.4485362 0.52704561] [ 0.23498657 0.53381603 0.41770153 0.81038642 0.52036501] [ 0.54088474 0.44020438 0.47165071 0.71751343 0.40585505] [ 0.27925365 0.57009945 0.5197632 0.7695516 0.51367726] [ 0.70227555 0.56247117 0.57249536 0.500637 0.4044595 ] [ 0.40540529 0.49119229 0.49200733 0.64624063 0.5192155 ] [ 0.23772258 0.66555608 0.41077878 0.71508886 0.4181472 ] [ 0.67183126 0.57974809 0.54946902 0.51872847 0.43986916] [ 0.54862928 0.44898649 0.55093013 0.46743029 0.56618627] [ 0.19183312 0.58997275 0.49065948 0.87696096 0.49203096] [ 0.49226949 0.40236436 0.44649004 0.66834708 0.54530478] [ 0.52920263 0.54403564 0.30465874 0.53263764 0.40032133] [ 0.70062963 0.38431438 0.51476266 0.44950442 0.39314255] [ 0.0970917 0.62658912 0.36804162 0.94082974 0.53227006] [ 0.46935932 0.45193409 0.53034447 0.65453917 0.47189284] [ 0.76898159 0.42547347 0.43522846 0.31774886 0.37017278] [ 0.66637321 0.50023894 0.52703956 0.3979767 0.4267702 ] [ 0.54688416 0.35488196 0.52824582 0.35662591 0.47922071] [ 0.48497818 0.56114969 0.59981996 0.61736336 0.35592042] [ 0.41552695 0.50599636 0.63129702 0.50592373 0.55322947] [ 0.75440379 0.34474177 0.50285534 0.31431772 0.41506088] [ 0.79197103 0.43864975 0.41053585 0.1988472 0.29920794] [ 0.58761738 0.59634872 0.45622121 0.51915702 0.35993179] [ 0.70748929 0.50039659 0.43877018 0.31227295 0.44694977] [ 0.71590915 0.39708613 0.54164426 0.39061082 0.50506741] [ 0.35682832 0.63429742 0.35415285 0.74237027 0.46713701] [ 0.69114418 0.46350345 0.57843577 0.53502991 0.45719622] [ 0.52182119 0.52973009 0.48340354 0.61716398 0.59232168] [ 0.51268524 0.6045571 0.52819277 0.5311869 0.42304174] [ 0.20982189 0.54997227 0.32196466 0.84941001 0.49385982] [ 0.8685047 0.32133246 0.60553588 0.1444266 0.36362696] [ 0.25858172 0.69572773 0.32491464 0.81220138 0.44292716] [ 0.49871894 0.41972915 0.3880819 0.64755327 0.33926908] [ 0.46919351 0.40274162 0.54805232 0.50041761 0.55304237] [ 0.75098197 0.40768 0.53136837 0.25720348 0.31287263] [ 0.28092054 0.61204195 0.57746228 0.7690473 0.58194853] [ 0.56965907 0.41736307 0.43058855 0.42881286 0.40257792] [ 0.33285445 0.58054967 0.52347635 0.75136831 0.45860286] [ 0.83305406 0.39841411 0.5095086 0.40246095 0.35769492] Progress: 23.9% ... Training loss: 0.624 ... Validation loss: 1.089[ 0.42913537 0.63406185 0.27128105 0.78283696 0.3703645 ] [ 0.64866161 0.44987789 0.60034695 0.55014817 0.45080094] [ 0.72210769 0.37122297 0.43677241 0.50950618 0.3764809 ] [ 0.58480727 0.51635517 0.45553769 0.55538458 0.48990562] [ 0.41882944 0.46147249 0.47659748 0.50314143 0.56582231] [ 0.63130387 0.5693141 0.50249016 0.54164032 0.30046023] [ 0.72874669 0.29601452 0.4707397 0.39738965 0.39174301] [ 0.64393013 0.46353501 0.47288916 0.54275824 0.34743119] [ 0.83968745 0.35533057 0.53404828 0.22842577 0.32473787] [ 0.42662379 0.37150113 0.54487797 0.56266295 0.44186612] [ 0.45612934 0.50935397 0.43339603 0.56565494 0.33451303] [ 0.56828378 0.41350246 0.45173304 0.43394261 0.6020967 ] [ 0.13679814 0.70582984 0.56021396 0.82550515 0.59848298] [ 0.46186611 0.46208377 0.4377488 0.55963662 0.49207647] [ 0.55713513 0.58264788 0.40571061 0.48498544 0.38267902] [ 0.65154865 0.40594573 0.51042681 0.39596676 0.44910529] [ 0.4729794 0.5540965 0.36713237 0.69912305 0.47192539] [ 0.57116415 0.53463828 0.42520901 0.49940427 0.3805669 ] [ 0.16296854 0.677114 0.38359843 0.81536993 0.59259908] [ 0.53827897 0.52589807 0.42920554 0.49169605 0.3657895 ] [ 0.17279075 0.61781735 0.46000531 0.81386578 0.52577373] [ 0.60464608 0.46833223 0.52903715 0.36323395 0.62152145] [ 0.8717155 0.42484507 0.49192809 0.22947781 0.34662962] [ 0.73666183 0.26265934 0.58660061 0.22691935 0.36260336] [ 0.77679647 0.49910232 0.5534685 0.24064055 0.39299974] [ 0.51122329 0.48648317 0.55391385 0.73227659 0.39562391] [ 0.48628878 0.6443096 0.42132363 0.61999125 0.40846673] [ 0.5551873 0.48318234 0.57996409 0.34800638 0.41591511] [ 0.9151404 0.30669397 0.60683323 0.13251048 0.24441003] [ 0.77683225 0.35194319 0.56739054 0.26632123 0.58390219] [ 0.75628506 0.35297867 0.57596179 0.31413024 0.36392052] [ 0.40006699 0.48111767 0.47918742 0.77470625 0.37601278] [ 0.43510663 0.59401917 0.42217574 0.75514391 0.44166774] [ 0.27446816 0.57080758 0.36553428 0.66328639 0.53442293] [ 0.19386862 0.59956451 0.629091 0.74052679 0.61254764] [ 0.07526418 0.59251492 0.43015474 0.92905128 0.51866781] [ 0.21739806 0.57953068 0.49961614 0.90019588 0.49119774] [ 0.7413723 0.33990635 0.4005585 0.350656 0.45153988] [ 0.3744193 0.66559941 0.35592836 0.63018566 0.46153452] [ 0.81458332 0.43325639 0.56748935 0.18789336 0.44641918] [ 0.21142786 0.69552412 0.25279591 0.85655206 0.43640405] [ 0.59313232 0.52334971 0.51971578 0.46697992 0.61386431] [ 0.22369042 0.5474429 0.60678737 0.8246456 0.45097546] [ 0.12752872 0.64418825 0.49211811 0.9037439 0.56959675] [ 0.56235387 0.66453795 0.46510396 0.70010028 0.44789734] [ 0.43386908 0.50653583 0.52264626 0.53912164 0.60371309] [ 0.71396643 0.54018996 0.60929143 0.51999656 0.40042318] [ 0.51205886 0.55416097 0.58692211 0.59840687 0.49921528] [ 0.44081431 0.5141093 0.47262932 0.44732002 0.44974121] [ 0.24149516 0.5534076 0.65175078 0.79333035 0.55275414] [ 0.53312504 0.41258053 0.5584365 0.54843974 0.59764927] [ 0.63674223 0.62738463 0.48337645 0.58201091 0.39117297] [ 0.2974839 0.63019315 0.24289496 0.84195711 0.49745947] [ 0.69342639 0.42560724 0.42673461 0.46764447 0.54581644] [ 0.59161264 0.55150721 0.47193929 0.53485647 0.43878079] [ 0.86763554 0.37177583 0.48259594 0.32593767 0.39708263] [ 0.41293459 0.38264584 0.44739189 0.70382349 0.44150197] [ 0.28217492 0.38417043 0.48871522 0.64923495 0.58337622] [ 0.32030922 0.65893809 0.31459976 0.81869861 0.57924579] [ 0.4462966 0.4763185 0.51270478 0.73488679 0.37374827] [ 0.84166069 0.41438483 0.55211107 0.19863946 0.50414938] [ 0.79986695 0.56150984 0.36418892 0.40597709 0.4276699 ] [ 0.30670319 0.47558343 0.31866135 0.7442481 0.40052299] [ 0.75411101 0.44206507 0.51584372 0.39839475 0.41156885] [ 0.56332998 0.50930884 0.45467691 0.5510671 0.47561654] [ 0.32292667 0.70141161 0.41125504 0.75483645 0.41337823] [ 0.63345442 0.33647078 0.54875809 0.4803733 0.31037131] [ 0.32337758 0.40152045 0.54321854 0.75024883 0.43689053] [ 0.42804681 0.46393703 0.52493337 0.49942886 0.5456077 ] [ 0.31647528 0.5571427 0.5279597 0.79520324 0.36945802] [ 0.19503985 0.59711403 0.42024192 0.82002764 0.56515882] [ 0.70839484 0.42307193 0.52464015 0.23006079 0.38895014] [ 0.24429148 0.60557008 0.45738168 0.64658452 0.56700857] [ 0.2456699 0.61031209 0.29672518 0.8679933 0.52149125] [ 0.76313344 0.43638343 0.3708707 0.34483332 0.38496177] [ 0.54307573 0.44248174 0.35175409 0.44347917 0.43053238] [ 0.31551067 0.50131759 0.41709804 0.80186444 0.53379165] [ 0.49143085 0.47545863 0.54887037 0.37579752 0.54559562] [ 0.56435009 0.35193459 0.53531646 0.66249527 0.4256693 ] [ 0.73979857 0.34782089 0.47059007 0.46865316 0.28735192] [ 0.67872062 0.5024701 0.4836321 0.53226213 0.40777828] [ 0.25497827 0.69128713 0.40293052 0.80623405 0.35513427] [ 0.42760183 0.5616013 0.43289608 0.60630128 0.44975047] [ 0.35225652 0.59978413 0.41717894 0.48029357 0.41055212] [ 0.56699032 0.40796495 0.59792504 0.61779196 0.30012812] [ 0.57116415 0.53463828 0.42520901 0.49940427 0.3805669 ] [ 0.62651128 0.37405787 0.492016 0.43283413 0.44945702] [ 0.14034188 0.70337698 0.34524979 0.92102978 0.53247087] [ 0.42127315 0.64682364 0.49515681 0.76783384 0.57199365] [ 0.60931395 0.33537729 0.58273181 0.35500103 0.60681483] [ 0.16434742 0.50841071 0.58930408 0.78351025 0.54778255] [ 0.5973105 0.4167683 0.45955502 0.62781649 0.31504379] [ 0.43169594 0.36255966 0.5552328 0.70469913 0.45603157] [ 0.83671808 0.23204002 0.58890341 0.22818128 0.41385213] [ 0.16356364 0.60912582 0.48716427 0.84746871 0.59441507] [ 0.63640263 0.4975936 0.43154782 0.56463417 0.42463019] [ 0.84920708 0.36135956 0.58931416 0.15069355 0.41843874] [ 0.71978887 0.46596328 0.63063277 0.31176038 0.4894801 ] [ 0.12779403 0.62030917 0.45223615 0.90473672 0.46444228] [ 0.55369751 0.64796636 0.50984006 0.64277257 0.46632291] [ 0.75374465 0.37786142 0.56946306 0.30950856 0.42117848] [ 0.43913211 0.51005352 0.46612743 0.63175659 0.36411283] [ 0.23662554 0.46957038 0.50377842 0.77301635 0.45933908] [ 0.67146737 0.54343984 0.51410626 0.54413296 0.37986168] [ 0.26350151 0.52288578 0.54431608 0.79755637 0.50970844] [ 0.57472967 0.73233936 0.35789085 0.79136007 0.4881929 ] [ 0.53026523 0.32425447 0.50656783 0.55821204 0.4075103 ] [ 0.50309453 0.52924774 0.55640735 0.53672675 0.36639506] [ 0.6912296 0.38428279 0.57726534 0.29563171 0.32105098] [ 0.40815969 0.55009723 0.37365142 0.561759 0.52069899] [ 0.80206847 0.35633895 0.6317487 0.19032192 0.4343421 ] [ 0.29283392 0.52956368 0.39897586 0.66367077 0.58862933] [ 0.70293965 0.38161251 0.54973067 0.37029438 0.41681167] [ 0.30898029 0.53960566 0.39879792 0.72907417 0.41964916] [ 0.47133842 0.49994382 0.53000589 0.70042292 0.34021784] [ 0.49711392 0.46946263 0.47771966 0.55412025 0.37102501] [ 0.25709772 0.53978494 0.53187719 0.61562173 0.60426178] [ 0.64869209 0.41360246 0.5640626 0.44114989 0.44874333] [ 0.38355123 0.44000329 0.43093196 0.81404889 0.38096714] [ 0.6339673 0.47624582 0.58019351 0.59989451 0.33597522] [ 0.65430349 0.56318715 0.51528133 0.48221344 0.45060252] [ 0.6011708 0.50737217 0.586623 0.64513263 0.35821603] [ 0.27710587 0.58102464 0.41347619 0.76559528 0.42232966] [ 0.63118559 0.47751655 0.42835114 0.26790597 0.39151558] [ 0.11186519 0.57528525 0.43847329 0.86209532 0.45862662] [ 0.15134543 0.57425075 0.5244961 0.85608496 0.66224549] [ 0.29624487 0.51567892 0.41600592 0.64680549 0.70153642] [ 0.65722438 0.33305929 0.6027712 0.24914135 0.49122856] Progress: 24.0% ... Training loss: 0.624 ... Validation loss: 1.095[ 0.77866417 0.47064347 0.51110924 0.25669716 0.36246056] [ 0.58026546 0.40375701 0.3795303 0.62828521 0.33373293] [ 0.3271528 0.47593884 0.49328035 0.7861006 0.50230589] [ 0.56292212 0.40000795 0.41751664 0.47126721 0.49754425] [ 0.58924029 0.63933496 0.42671836 0.6220307 0.55255331] [ 0.57433838 0.64308103 0.36598189 0.61639373 0.47079594] [ 0.28324967 0.45070183 0.52814786 0.5135903 0.6565045 ] [ 0.7850437 0.43626886 0.44389252 0.27748507 0.39478783] [ 0.51814352 0.51292473 0.41155214 0.63184693 0.53827546] [ 0.77633422 0.30910129 0.51987851 0.32439915 0.38565602] [ 0.15838479 0.61820712 0.45925064 0.84690774 0.51425564] [ 0.81639997 0.42911947 0.5032849 0.26979139 0.40766489] [ 0.71974649 0.42352698 0.60346343 0.43213075 0.43316069] [ 0.50732442 0.46135795 0.4170888 0.74750103 0.40731372] [ 0.30277349 0.55852088 0.48061668 0.88646892 0.52820396] [ 0.41136653 0.5806112 0.45272881 0.72965685 0.45528334] [ 0.64531827 0.47724415 0.54449796 0.5502946 0.41313564] [ 0.81424413 0.31866906 0.58927815 0.23937345 0.31072496] [ 0.42604834 0.37900949 0.57132972 0.77630874 0.45815848] [ 0.2915459 0.51388248 0.43429232 0.85110418 0.35232972] [ 0.46904439 0.53984386 0.56630309 0.47414247 0.3848776 ] [ 0.87146871 0.30748244 0.49731469 0.24830506 0.37557466] [ 0.40183635 0.50206581 0.51862446 0.57796889 0.47456942] [ 0.33082882 0.67945349 0.3563402 0.79533841 0.4557561 ] [ 0.46671567 0.5533586 0.56182241 0.69731465 0.44094971] [ 0.39161147 0.43740514 0.50043845 0.67704377 0.38950247] [ 0.28751604 0.47508033 0.49616747 0.59609312 0.41453055] [ 0.82180983 0.44591119 0.40397375 0.34003168 0.38464263] [ 0.5478874 0.54985706 0.39233715 0.53930096 0.30336095] [ 0.58453684 0.51652142 0.45547005 0.55553024 0.48998288] [ 0.34502752 0.5556817 0.4189469 0.72846167 0.5316176 ] [ 0.47140348 0.47149773 0.48003346 0.67507539 0.33245704] [ 0.73886021 0.39707454 0.62234192 0.31056526 0.49878442] [ 0.40784375 0.40467154 0.52709821 0.65050785 0.58831788] [ 0.58007909 0.38262894 0.60921223 0.44742425 0.35192771] [ 0.86990751 0.28637532 0.48387086 0.13184728 0.31993135] [ 0.74126506 0.31957486 0.40525835 0.29525776 0.45680919] [ 0.24125821 0.6733369 0.40603899 0.73755547 0.44982321] [ 0.5951914 0.45727542 0.38374143 0.42759457 0.37335228] [ 0.51754266 0.6130985 0.32674444 0.67570962 0.47842809] [ 0.46859859 0.56147522 0.45860874 0.57897874 0.47532905] [ 0.30039657 0.60742777 0.34490037 0.72107838 0.45083535] [ 0.16563037 0.60931195 0.46011918 0.88694638 0.65014887] [ 0.54078679 0.55641464 0.50989688 0.48262911 0.31121561] [ 0.68351571 0.39345877 0.4151177 0.25929212 0.34319512] [ 0.80542788 0.31866698 0.54499818 0.30668031 0.24276519] [ 0.18345884 0.54395794 0.5067031 0.87809451 0.53903859] [ 0.45837998 0.44616999 0.58607287 0.61221074 0.33896323] [ 0.83306809 0.44550998 0.5789532 0.21596688 0.46613823] [ 0.37948689 0.45512309 0.34662765 0.79840747 0.32233604] [ 0.28771334 0.70265172 0.43053922 0.79522008 0.48260981] [ 0.61959515 0.53673089 0.51285791 0.55094853 0.43361053] [ 0.73540315 0.5520732 0.4529396 0.31023032 0.50412274] [ 0.15851497 0.63728398 0.34537923 0.83286837 0.56873775] [ 0.84884892 0.29510057 0.47991979 0.1997625 0.45896891] [ 0.13684053 0.6149417 0.47926879 0.86894886 0.54824274] [ 0.46405572 0.57740616 0.39342314 0.51680031 0.49198856] [ 0.43060941 0.52504365 0.57560134 0.39165297 0.58513639] [ 0.35520739 0.59910313 0.49574855 0.71530526 0.41775764] [ 0.53088137 0.54562473 0.41773878 0.51655391 0.30558879] [ 0.80914936 0.42472779 0.46514907 0.32565392 0.4114889 ] [ 0.10772537 0.63400637 0.4544484 0.92559168 0.53430041] [ 0.58102378 0.41599812 0.454129 0.49997909 0.50980665] [ 0.63024623 0.50381257 0.52349587 0.55790835 0.41104401] [ 0.1938505 0.5410812 0.4480812 0.75736679 0.38340932] [ 0.84992703 0.36117838 0.59116826 0.11093955 0.46708428] [ 0.58910136 0.42817362 0.57947782 0.26481929 0.6233951 ] [ 0.338089 0.4941669 0.43689697 0.7381863 0.45262517] [ 0.27189245 0.45570838 0.39003511 0.74750783 0.53984146] [ 0.59392211 0.41846578 0.46827295 0.52271848 0.39211203] [ 0.90485202 0.33258669 0.53524027 0.1855111 0.31307908] [ 0.5374181 0.52770901 0.40860652 0.59446338 0.41694875] [ 0.53106118 0.48827309 0.66881078 0.5098628 0.49432001] [ 0.28965481 0.58158404 0.45220449 0.57889346 0.41179109] [ 0.72994335 0.58213986 0.37582066 0.23624564 0.37055059] [ 0.1296716 0.61931783 0.53907309 0.86433499 0.58688621] [ 0.71386315 0.29310625 0.4303296 0.33275381 0.45947564] [ 0.14242766 0.60536279 0.45595587 0.91108723 0.62990463] [ 0.63519242 0.33588347 0.5490372 0.4793877 0.31014805] [ 0.90177705 0.24820104 0.66257141 0.11430056 0.4308424 ] [ 0.44333391 0.38853879 0.41264355 0.60995889 0.47903765] [ 0.30535947 0.72701798 0.2727189 0.7375327 0.45292784] [ 0.59631973 0.47292827 0.41489284 0.60404201 0.45657548] [ 0.33487262 0.63999508 0.46070699 0.81931212 0.41589642] [ 0.31335053 0.5789294 0.44883743 0.73944905 0.46792083] [ 0.19182095 0.65702266 0.46321323 0.82465915 0.48821428] [ 0.06345904 0.47855944 0.45311604 0.93667742 0.62001296] [ 0.10926473 0.62199318 0.43625507 0.89767326 0.50070383] [ 0.54105645 0.49911325 0.42344608 0.6245112 0.38730802] [ 0.42575026 0.59002514 0.49883589 0.56417067 0.53443341] [ 0.39252124 0.58296087 0.31031099 0.68719522 0.42000487] [ 0.87738415 0.461366 0.56518676 0.32728111 0.38871686] [ 0.1031111 0.71643746 0.42269537 0.94228254 0.5917952 ] [ 0.5714369 0.52984791 0.4329183 0.62931197 0.45701206] [ 0.33786416 0.48366448 0.62225812 0.70861546 0.55102945] [ 0.80950825 0.41804848 0.36774768 0.20358363 0.31757068] [ 0.18225803 0.65250258 0.4616607 0.79477054 0.64103038] [ 0.15947568 0.56030664 0.52676532 0.89234373 0.55438142] [ 0.55845357 0.57092208 0.40935724 0.6581154 0.34617028] [ 0.14152254 0.61748926 0.49294431 0.81550655 0.57244016] [ 0.7113503 0.43915756 0.52905276 0.43315305 0.40953349] [ 0.75346233 0.38883303 0.50679499 0.28630318 0.40495637] [ 0.74899663 0.37154966 0.48093187 0.19289605 0.28367306] [ 0.44436033 0.48929452 0.56541921 0.74274932 0.48986705] [ 0.63170587 0.59057984 0.4508567 0.47067113 0.55535204] [ 0.55300448 0.49788041 0.45470911 0.59417919 0.52304425] [ 0.58490683 0.40969166 0.56527189 0.33244108 0.47852549] [ 0.6242642 0.44617539 0.54762637 0.45305413 0.31441737] [ 0.60097545 0.46136923 0.43495256 0.66181557 0.31288368] [ 0.88636983 0.39119886 0.29348009 0.25080356 0.29027891] [ 0.65577561 0.60262152 0.37061119 0.42782688 0.39779258] [ 0.32763316 0.46578005 0.43494564 0.67111965 0.38803448] [ 0.60700103 0.41519945 0.39574487 0.54525049 0.32342536] [ 0.17276936 0.49961738 0.51442608 0.79910867 0.41619911] [ 0.3377573 0.40046738 0.47998984 0.80685921 0.48176405] [ 0.54179962 0.42193596 0.40846591 0.44662589 0.45198196] [ 0.3667741 0.65639267 0.35684362 0.79857318 0.6201677 ] [ 0.73577954 0.4165074 0.58732164 0.31501311 0.50920215] [ 0.596745 0.39646111 0.42349721 0.5360905 0.43160841] [ 0.37423978 0.45767048 0.57859131 0.52124134 0.53156917] [ 0.80383981 0.45798815 0.53750574 0.30317992 0.36118721] [ 0.24096962 0.48133734 0.52287446 0.68737575 0.51423805] [ 0.46838789 0.56567868 0.46283947 0.61786831 0.42479004] [ 0.88595624 0.4852534 0.55082052 0.33595047 0.36066713] [ 0.24748017 0.61020496 0.59631492 0.68681433 0.654111 ] [ 0.15512499 0.54037977 0.5150809 0.80075279 0.62228984] [ 0.46505025 0.56565844 0.44994085 0.62309093 0.48187381] [ 0.69824402 0.23719824 0.60864238 0.38936791 0.47150739] Progress: 24.1% ... Training loss: 0.624 ... Validation loss: 1.097[ 0.48799677 0.64373793 0.42157703 0.61911707 0.40823053] [ 0.80055556 0.46030022 0.62510444 0.31499956 0.37601395] [ 0.66579499 0.39863277 0.56857604 0.31725453 0.45111018] [ 0.77194405 0.44982757 0.36766196 0.21781505 0.30769332] [ 0.6830389 0.3937073 0.41501113 0.25955181 0.34328117] [ 0.21346452 0.55002463 0.46591591 0.89364887 0.65832513] [ 0.7273882 0.56252883 0.44227059 0.50973657 0.42133812] [ 0.4133575 0.45920469 0.54610149 0.64009772 0.43536613] [ 0.49506281 0.45754547 0.68413799 0.63585265 0.48445042] [ 0.40708841 0.49039257 0.50288126 0.57166333 0.32534561] [ 0.20729011 0.49005083 0.55279297 0.90008131 0.59654184] [ 0.73956543 0.39227471 0.44677305 0.27115599 0.39785789] [ 0.87026323 0.36020964 0.63238222 0.15400966 0.38641828] [ 0.75995932 0.49076223 0.49000462 0.51062955 0.38659495] [ 0.56762345 0.36110935 0.47322466 0.66509866 0.44528708] [ 0.25437654 0.46391217 0.39520952 0.83584112 0.52683974] [ 0.72834683 0.5034167 0.46739239 0.23640574 0.35499509] [ 0.58168021 0.44271367 0.48977525 0.4103565 0.4025779 ] [ 0.20144515 0.54278526 0.51728878 0.68662874 0.63821629] [ 0.240083 0.64567304 0.30404685 0.78728543 0.52115512] [ 0.69445852 0.44901287 0.42316602 0.41280553 0.335991 ] [ 0.27900464 0.71046339 0.40541509 0.83259228 0.38018797] [ 0.58961351 0.36604102 0.50736101 0.71691655 0.45376549] [ 0.28278961 0.64498615 0.42623901 0.68164434 0.5297284 ] [ 0.26164924 0.67221897 0.42543882 0.70024783 0.44586383] [ 0.59757706 0.40450451 0.56335931 0.44716335 0.48096025] [ 0.85858092 0.35670898 0.64915596 0.23756429 0.42786312] [ 0.79676275 0.49130784 0.5563054 0.37199801 0.40608475] [ 0.31911465 0.63435773 0.44020164 0.67269767 0.42253127] [ 0.70016782 0.51555249 0.56282851 0.53038062 0.36907252] [ 0.25896467 0.49355663 0.48052128 0.8310872 0.56432797] [ 0.38197465 0.55141315 0.41008726 0.76976978 0.46682246] [ 0.50902232 0.40220469 0.68988236 0.62303761 0.4785665 ] [ 0.85405887 0.49482956 0.539434 0.3637693 0.44845664] [ 0.47937639 0.57303216 0.47761555 0.38101059 0.37985518] [ 0.58051495 0.40295841 0.60452512 0.67343927 0.42906995] [ 0.40994924 0.49022248 0.3009806 0.6982877 0.40996853] [ 0.61808747 0.34585263 0.49357619 0.50908397 0.51322518] [ 0.29438471 0.4111037 0.51921842 0.7575543 0.57023727] [ 0.75929344 0.50175591 0.56052167 0.44446158 0.39835557] [ 0.46706573 0.49304771 0.5513592 0.60294793 0.53074025] [ 0.59732729 0.57760051 0.43786283 0.67063066 0.34811761] [ 0.61715889 0.3766681 0.68072319 0.50618057 0.46642273] [ 0.39873981 0.65533459 0.34671497 0.79911406 0.48912432] [ 0.77610093 0.35548542 0.60269057 0.22492718 0.40728927] [ 0.59346588 0.60831651 0.49220791 0.57746457 0.3484788 ] [ 0.2913404 0.42608055 0.43978873 0.62491892 0.60562583] [ 0.61161375 0.61515654 0.51267914 0.59020499 0.42200498] [ 0.66149723 0.5568424 0.45120581 0.44733229 0.48532815] [ 0.60751803 0.57747117 0.44453459 0.61981529 0.34940657] [ 0.56465192 0.53362978 0.45557601 0.38970977 0.54013878] [ 0.21475732 0.65794963 0.48869767 0.84174034 0.58266088] [ 0.38511878 0.60160475 0.32851497 0.70519323 0.4093054 ] [ 0.87041223 0.34094134 0.54262345 0.3094755 0.36582994] [ 0.56808272 0.48949965 0.55340406 0.52867694 0.36687443] [ 0.7554571 0.31964804 0.41701568 0.22445298 0.33495161] [ 0.31287627 0.59719567 0.36523967 0.77409003 0.46632056] [ 0.70437792 0.46202004 0.53078961 0.42713104 0.4360186 ] [ 0.42668104 0.60841242 0.35262743 0.66464432 0.46399795] [ 0.8684365 0.46198967 0.50849422 0.25208287 0.33434033] [ 0.453352 0.51330378 0.49099846 0.69412803 0.40777631] [ 0.52754327 0.47196905 0.43348168 0.62816381 0.31145363] [ 0.56471534 0.56572965 0.44878778 0.59020384 0.59632364] [ 0.35799162 0.63142099 0.54938736 0.70951923 0.43384699] [ 0.25334117 0.52770239 0.58846382 0.84029621 0.49165875] [ 0.51535975 0.61007384 0.45065809 0.64486995 0.40150773] [ 0.30326219 0.6089643 0.33908505 0.67539542 0.46732846] [ 0.62291363 0.70551119 0.47048747 0.6203883 0.39735136] [ 0.86980213 0.24487655 0.71622285 0.14182326 0.45995236] [ 0.36457719 0.55712163 0.33106021 0.66621916 0.53842731] [ 0.07326382 0.52657415 0.36709612 0.90134579 0.52779535] [ 0.91150543 0.33367166 0.61862611 0.12332436 0.36435386] [ 0.3549351 0.64661033 0.48800755 0.70471645 0.45397317] [ 0.26489719 0.65421201 0.2809655 0.94350664 0.37571041] [ 0.11961293 0.48054013 0.41558657 0.89449563 0.50982927] [ 0.87091121 0.36727396 0.51670871 0.22701347 0.41756882] [ 0.2764987 0.62806289 0.43583971 0.75854397 0.35975958] [ 0.86352214 0.53747414 0.46690104 0.40732026 0.35767991] [ 0.42440281 0.57577405 0.34682161 0.56598141 0.42863049] [ 0.50837819 0.42789119 0.51904896 0.60145019 0.3610082 ] [ 0.33006335 0.52643695 0.42607985 0.59260349 0.35474727] [ 0.72907507 0.42524043 0.59034573 0.36003278 0.42645126] [ 0.45941044 0.61776821 0.49523503 0.650882 0.34478588] [ 0.28174899 0.53800512 0.5925232 0.78324684 0.5758605 ] [ 0.30946291 0.57512822 0.48093388 0.78998194 0.35813973] [ 0.27481394 0.53288896 0.35122674 0.80700976 0.49715615] [ 0.58142061 0.44640213 0.58932912 0.61853482 0.38983257] [ 0.54891063 0.61267388 0.42706747 0.52589115 0.44987286] [ 0.47544549 0.39872796 0.45407919 0.75123852 0.37791494] [ 0.63568998 0.38424716 0.51333364 0.33918296 0.59639531] [ 0.55843852 0.49502525 0.45063399 0.68794128 0.29343985] [ 0.76546429 0.26654546 0.4099163 0.19930453 0.33359011] [ 0.30227365 0.67217726 0.40550241 0.79486734 0.44124547] [ 0.37997139 0.45501496 0.34667926 0.79825879 0.32228463] [ 0.21688251 0.50466564 0.46947148 0.75222868 0.4506215 ] [ 0.4949895 0.43077976 0.32809283 0.59488236 0.46347821] [ 0.07026696 0.62203466 0.39278688 0.93330933 0.60268811] [ 0.30543318 0.5876978 0.46880322 0.72826464 0.45581315] [ 0.74076463 0.44942513 0.58033674 0.36239104 0.37249163] [ 0.73106228 0.32577502 0.38972706 0.16456514 0.37830726] [ 0.73257066 0.50740212 0.53052704 0.42486176 0.49848769] [ 0.73889511 0.45278159 0.53170876 0.20165315 0.47664534] [ 0.84495864 0.40548096 0.57430216 0.21582523 0.3719238 ] [ 0.59678123 0.49321568 0.40038773 0.65253231 0.36395119] [ 0.7865556 0.37957601 0.50045219 0.25329768 0.43455067] [ 0.68421482 0.59478193 0.48572111 0.43487849 0.39293226] [ 0.65986299 0.52856511 0.52694529 0.45668014 0.39978393] [ 0.63961338 0.40502566 0.51446998 0.41871585 0.33734352] [ 0.13354989 0.63314343 0.38991222 0.90665199 0.4110701 ] [ 0.33902127 0.54692868 0.35870288 0.72937585 0.5658305 ] [ 0.72861569 0.45837994 0.55766817 0.15786073 0.41448132] [ 0.25485333 0.61180617 0.55392672 0.81115666 0.57473938] [ 0.4966113 0.57502661 0.4757128 0.45456576 0.30708676] [ 0.61963958 0.34693763 0.63937785 0.24146481 0.52359818] [ 0.13291036 0.61615662 0.51382617 0.85722109 0.54388324] [ 0.44911119 0.47220944 0.49095307 0.80129951 0.47025922] [ 0.34578417 0.52079085 0.5283012 0.78075203 0.54596385] [ 0.78359447 0.48937452 0.56891851 0.24012295 0.49585927] [ 0.69607759 0.4890712 0.44316781 0.37974907 0.30865362] [ 0.27393725 0.63635921 0.34788566 0.68225451 0.4422236 ] [ 0.6265156 0.52577491 0.49905769 0.54386846 0.40904617] [ 0.15526921 0.56210291 0.56658099 0.82476407 0.58747623] [ 0.45507242 0.59810664 0.44082817 0.50510227 0.34683241] [ 0.11859405 0.61164801 0.4462248 0.87952471 0.39821164] [ 0.39800952 0.55511676 0.54930108 0.76162874 0.49291521] [ 0.7647311 0.43860086 0.48632159 0.31288669 0.39146247] [ 0.65238402 0.43918642 0.57782241 0.45062163 0.49090588] [ 0.36997582 0.50034378 0.68374486 0.75837318 0.4439534 ] Progress: 24.1% ... Training loss: 0.624 ... Validation loss: 1.092[ 0.90237648 0.36376523 0.53031079 0.26729434 0.38606335] [ 0.27661775 0.46732857 0.54899261 0.75967463 0.64412188] [ 0.52798913 0.42423749 0.37811698 0.48479986 0.37873908] [ 0.35291885 0.68856877 0.40464529 0.69502659 0.46168827] [ 0.31692806 0.62234612 0.33415514 0.74108892 0.40421139] [ 0.50052092 0.56755122 0.36864062 0.55242038 0.3804754 ] [ 0.13638009 0.59041743 0.5162224 0.84209315 0.57234371] [ 0.15765831 0.5334381 0.47924825 0.88365644 0.62746643] [ 0.26789075 0.65593267 0.28707565 0.81533105 0.43762583] [ 0.5261987 0.50177977 0.4679489 0.54050937 0.41025743] [ 0.64223904 0.33686782 0.57462431 0.45476151 0.44296256] [ 0.61374249 0.56875095 0.53203209 0.62469324 0.32682779] [ 0.3719925 0.56358357 0.53060511 0.82826131 0.44475243] [ 0.75416213 0.53587372 0.419556 0.33762712 0.28891324] [ 0.47388345 0.45163405 0.42551555 0.56691353 0.61437782] [ 0.33056468 0.57544187 0.43878576 0.80608371 0.48373146] [ 0.19113188 0.57375919 0.33097172 0.87671348 0.38724367] [ 0.17959272 0.69376598 0.36840708 0.74588411 0.49686652] [ 0.46935003 0.36242387 0.49828443 0.69951334 0.40351093] [ 0.24224537 0.61512348 0.57071904 0.69633646 0.54283697] [ 0.45526242 0.46929085 0.54312759 0.64633316 0.43277924] [ 0.24626173 0.5962218 0.52933903 0.7064132 0.52316722] [ 0.49756686 0.52433514 0.53094962 0.26352145 0.5028653 ] [ 0.82095921 0.45715577 0.30138221 0.48117286 0.30809559] [ 0.72038472 0.53171709 0.25877813 0.5173865 0.36979448] [ 0.73990638 0.4377458 0.54146571 0.26203259 0.47423014] [ 0.12156981 0.71762186 0.4213027 0.78955149 0.61165319] [ 0.47480829 0.44937852 0.52420878 0.60670225 0.34986862] [ 0.42349156 0.48756661 0.42520969 0.6469732 0.49451579] [ 0.4936231 0.51369251 0.51406633 0.57024791 0.43410523] [ 0.35817439 0.58494846 0.31951879 0.70085067 0.5715312 ] [ 0.40967219 0.5279487 0.55025743 0.62117553 0.42280296] [ 0.37220125 0.35228299 0.61001908 0.66750005 0.4587713 ] [ 0.19956702 0.57413933 0.5344077 0.87758092 0.58698014] [ 0.79458714 0.42317548 0.4653504 0.2936622 0.40174605] [ 0.24943491 0.56658911 0.39294104 0.76385485 0.57920099] [ 0.76798795 0.35694416 0.60527086 0.36304113 0.42628422] [ 0.51130234 0.50571299 0.41526439 0.67227904 0.44215434] [ 0.84096829 0.40680383 0.54053642 0.25943997 0.41220464] [ 0.6538349 0.50090503 0.58219993 0.37719272 0.42085597] [ 0.58218688 0.34102045 0.50350372 0.63239938 0.30509088] [ 0.59192523 0.5255104 0.48605926 0.37899292 0.58712505] [ 0.22078063 0.60618806 0.31399889 0.80818669 0.48907329] [ 0.51673142 0.51516319 0.45227248 0.63020966 0.49844853] [ 0.1724202 0.55604582 0.44723606 0.86224631 0.49336919] [ 0.16608015 0.59603865 0.42607411 0.92230165 0.5209451 ] [ 0.31965236 0.56331221 0.47204102 0.69116304 0.44951635] [ 0.82372119 0.41201881 0.49248549 0.28836218 0.4197562 ] [ 0.37008316 0.51970425 0.49688411 0.76995469 0.33236247] [ 0.51306963 0.65953667 0.57808429 0.60564973 0.50292371] [ 0.84730066 0.35832383 0.54057233 0.1805243 0.3151773 ] [ 0.66872246 0.5600274 0.46087033 0.5303984 0.45767342] [ 0.55174743 0.53060252 0.46258309 0.62365864 0.3466502 ] [ 0.10869894 0.49178029 0.46439026 0.92514344 0.66814486] [ 0.51877903 0.61873545 0.362476 0.79615268 0.35032134] [ 0.13613965 0.64060787 0.48480396 0.89430199 0.6488869 ] [ 0.68254801 0.50504816 0.46417912 0.61997774 0.4105136 ] [ 0.12670916 0.63416539 0.4490334 0.90160909 0.57685394] [ 0.30876864 0.55421354 0.44610356 0.76940629 0.47264382] [ 0.13000259 0.49592925 0.47158628 0.83304293 0.5279938 ] [ 0.24948978 0.57643511 0.62421621 0.77868987 0.46454249] [ 0.73679106 0.47967173 0.58863815 0.17978156 0.52670424] [ 0.50731159 0.54550811 0.59772914 0.55246545 0.43878042] [ 0.36978286 0.59755984 0.54208635 0.64038388 0.47048209] [ 0.24514612 0.49042098 0.44044042 0.83521815 0.46678584] [ 0.61274667 0.60630165 0.35350195 0.63821703 0.31227281] [ 0.45125736 0.54579415 0.46889121 0.63513236 0.57297098] [ 0.64855805 0.49752887 0.37059642 0.386777 0.37769827] [ 0.5483174 0.61294688 0.42694628 0.52617116 0.44998171] [ 0.6463859 0.45429879 0.4753454 0.41349692 0.48404389] [ 0.16151659 0.69046229 0.3555337 0.85429741 0.53331415] [ 0.35938179 0.61846445 0.42448237 0.68391055 0.44005235] [ 0.82883554 0.36576776 0.4802498 0.33047268 0.37981585] [ 0.72661853 0.47517957 0.67469234 0.34834854 0.36686634] [ 0.55807318 0.42352616 0.5117287 0.50676615 0.5533369 ] [ 0.2550162 0.69141802 0.40284766 0.80615293 0.3552012 ] [ 0.50632195 0.52352396 0.34893669 0.64347154 0.31039924] [ 0.63249104 0.50720233 0.45443239 0.32893777 0.35332301] [ 0.76290737 0.4094494 0.66291693 0.34719601 0.43746778] [ 0.84453193 0.32877866 0.59413522 0.23856622 0.30915628] [ 0.77500141 0.48417157 0.41394813 0.36155835 0.45616168] [ 0.32195452 0.59824141 0.26218061 0.76910442 0.51068529] [ 0.36718504 0.40024161 0.49158161 0.75299725 0.3759234 ] [ 0.46345574 0.43340805 0.51640884 0.76354245 0.50261173] [ 0.74107163 0.44547475 0.48758889 0.37974909 0.34237526] [ 0.25990267 0.62072032 0.49802895 0.72606007 0.33716726] [ 0.31485902 0.49808925 0.41684836 0.65053027 0.45347909] [ 0.56009006 0.528501 0.32266242 0.35728258 0.40080167] [ 0.35956623 0.61355151 0.43918848 0.66880913 0.39340242] [ 0.33835968 0.49592279 0.59298403 0.60890535 0.47394057] [ 0.38488016 0.44543382 0.4846472 0.48421036 0.42253801] [ 0.47774582 0.50401349 0.45122174 0.67178593 0.56319956] [ 0.37712801 0.60241181 0.49339558 0.77188949 0.34517778] [ 0.86225014 0.28224223 0.63340259 0.09053261 0.34965178] [ 0.13980221 0.58864419 0.38423637 0.8900996 0.56573463] [ 0.46713172 0.68762925 0.47211614 0.62348091 0.39773218] [ 0.8414406 0.30252239 0.52375293 0.2349213 0.31361837] [ 0.50740263 0.56063995 0.58508989 0.48735627 0.52253315] [ 0.74990578 0.2914408 0.53723841 0.32361234 0.44308294] [ 0.52036287 0.65023951 0.47437834 0.44792687 0.46866252] [ 0.85033776 0.3454148 0.62782818 0.17206109 0.41930953] [ 0.43299783 0.56946162 0.48342093 0.49470337 0.54467993] [ 0.74732581 0.53590426 0.39995405 0.28457206 0.27565298] [ 0.65302831 0.38279688 0.51721078 0.6050027 0.3776777 ] [ 0.79982558 0.49435583 0.44459313 0.55398818 0.37534248] [ 0.19239237 0.56928088 0.50244951 0.86869063 0.51967232] [ 0.42431117 0.5205311 0.51760564 0.78633001 0.54975486] [ 0.19210706 0.54714015 0.36701526 0.73901305 0.44405546] [ 0.3897801 0.4323703 0.59090906 0.6310574 0.49199959] [ 0.66182458 0.47993518 0.68609262 0.4964819 0.42851218] [ 0.82683359 0.58046967 0.49718891 0.31874337 0.38241001] [ 0.38350445 0.41184452 0.45864558 0.74428648 0.36575956] [ 0.46646762 0.5571869 0.51292813 0.63374874 0.5163257 ] [ 0.50522509 0.5483793 0.50793049 0.64425769 0.44856597] [ 0.40265761 0.47791993 0.51209233 0.70178896 0.3207493 ] [ 0.40622352 0.56939939 0.36340806 0.60033704 0.48703335] [ 0.4771092 0.68912506 0.48255782 0.73626532 0.53292258] [ 0.32005089 0.47582094 0.47813162 0.85897333 0.43851522] [ 0.8200373 0.38495223 0.43704934 0.17352 0.37863812] [ 0.77112967 0.49697999 0.57419599 0.20491926 0.50216726] [ 0.53339263 0.53481967 0.67113564 0.51647875 0.5158507 ] [ 0.23191886 0.49341003 0.47577238 0.80997334 0.4201214 ] [ 0.75837023 0.35300695 0.5813501 0.25160052 0.41222966] [ 0.34631717 0.53502027 0.56774735 0.69486359 0.42359134] [ 0.21226113 0.5750506 0.47076073 0.70696008 0.54007577] [ 0.28788593 0.6522556 0.624326 0.72789074 0.64845017] [ 0.82020736 0.28868533 0.59089001 0.23186525 0.34714957] [ 0.48381587 0.59129281 0.45439784 0.48318429 0.55070917] Progress: 24.1% ... Training loss: 0.623 ... Validation loss: 1.089[ 0.58498969 0.35846847 0.50267447 0.48724058 0.43378824] [ 0.34718209 0.50149244 0.50214902 0.51167403 0.50194679] [ 0.44172007 0.6227736 0.49100616 0.62978488 0.48668189] [ 0.79531344 0.42304318 0.53093135 0.43594641 0.36453624] [ 0.40079959 0.51632277 0.52607982 0.57050257 0.42194941] [ 0.40439254 0.51127552 0.3492915 0.58529242 0.5039523 ] [ 0.61804618 0.41066298 0.40425278 0.59374195 0.40141821] [ 0.61242343 0.51572758 0.55598842 0.45503942 0.40315465] [ 0.41867093 0.5792215 0.43911712 0.52234797 0.44766943] [ 0.86117189 0.35787542 0.5407635 0.09342405 0.42901965] [ 0.9059793 0.35841375 0.54192489 0.10848872 0.31368469] [ 0.7054381 0.36779051 0.60755919 0.34220086 0.45796688] [ 0.38649796 0.57093453 0.31702255 0.61092837 0.35579143] [ 0.7846818 0.54342913 0.39004014 0.37459873 0.30555336] [ 0.28773613 0.51478466 0.63161924 0.75981164 0.44319157] [ 0.30782494 0.71390214 0.44449593 0.78329816 0.61947293] [ 0.18154308 0.64179794 0.35983453 0.68597929 0.48682989] [ 0.17366578 0.50668954 0.50743106 0.750808 0.52006837] [ 0.63420226 0.49104766 0.52391138 0.32694139 0.36668718] [ 0.66103848 0.39168122 0.53101976 0.1962173 0.46632618] [ 0.56120192 0.53466318 0.50052643 0.57901725 0.36174065] [ 0.30260834 0.56804367 0.32214705 0.80991899 0.45346677] [ 0.6841114 0.44784172 0.38497617 0.46056684 0.39839657] [ 0.607906 0.59327855 0.48793189 0.3259505 0.4610289 ] [ 0.52784784 0.40979456 0.5125752 0.73083864 0.32547862] [ 0.6646215 0.39495643 0.49684909 0.2808641 0.45549947] [ 0.54948418 0.480366 0.52150697 0.46872012 0.54177534] [ 0.30634735 0.46264601 0.51129857 0.71209449 0.45866139] [ 0.29453973 0.53291285 0.56144881 0.81822269 0.44900703] [ 0.65711733 0.38520361 0.48981347 0.32938213 0.43641324] [ 0.20809782 0.6133328 0.37980143 0.77674735 0.51441085] [ 0.9059036 0.35798243 0.64896826 0.20888831 0.37687949] [ 0.77502406 0.37182707 0.46323325 0.27465271 0.36593494] [ 0.26791472 0.50147639 0.43058122 0.68209417 0.42018275] [ 0.67701929 0.49535882 0.56213085 0.33394625 0.44483206] [ 0.75477346 0.38784234 0.46488444 0.46191583 0.38522033] [ 0.76278957 0.40955499 0.66287491 0.34730816 0.43750024] [ 0.4191549 0.55512076 0.42270566 0.55678798 0.61055994] [ 0.37897164 0.56714663 0.53727736 0.61610888 0.43947384] [ 0.63524319 0.50641912 0.34829573 0.43667667 0.36762313] [ 0.5424422 0.6081917 0.42223227 0.62780798 0.40078743] [ 0.37935119 0.58763002 0.60247165 0.56035387 0.51219168] [ 0.28698955 0.53272612 0.48650543 0.83524741 0.42854668] [ 0.25472578 0.59739504 0.52244062 0.88454512 0.60790904] [ 0.65247603 0.40783912 0.4122458 0.38161873 0.35555696] [ 0.74814331 0.5088448 0.58349773 0.50952104 0.40033076] [ 0.32672608 0.62996319 0.45467875 0.73945584 0.48303504] [ 0.14592925 0.65003916 0.50476377 0.89322253 0.63882476] [ 0.63833628 0.56415612 0.49194622 0.53529556 0.53118949] [ 0.72304481 0.55417017 0.5915227 0.47557865 0.43828178] [ 0.78388269 0.52666995 0.38453984 0.31822148 0.31170864] [ 0.7167817 0.48044782 0.46640773 0.37675003 0.2535257 ] [ 0.49389292 0.62131317 0.35869036 0.57833302 0.34960496] [ 0.6267348 0.57523742 0.62363061 0.49812986 0.43294904] [ 0.50157812 0.37737247 0.48486453 0.67914583 0.39179659] [ 0.07241586 0.64289112 0.42470807 0.91627517 0.46399336] [ 0.28259234 0.6169198 0.33006176 0.81675627 0.48676735] [ 0.90065821 0.36791592 0.61131367 0.14512487 0.46062352] [ 0.48364883 0.61097693 0.35456219 0.72739632 0.42985838] [ 0.62951336 0.47835043 0.42799785 0.26870088 0.39179462] [ 0.51759484 0.55555821 0.51482907 0.61319097 0.49258841] [ 0.62859707 0.49780205 0.42135331 0.76568622 0.30572545] [ 0.35554913 0.63533234 0.35370446 0.74290184 0.4676205 ] [ 0.39530888 0.57069191 0.42893981 0.71266828 0.47458158] [ 0.5006589 0.56527655 0.52100229 0.5345949 0.36301681] [ 0.46019525 0.60031031 0.54108197 0.45493693 0.49007055] [ 0.45098215 0.53639459 0.57280335 0.70317238 0.44984528] [ 0.61861394 0.48983191 0.62902626 0.69514841 0.36291972] [ 0.8526862 0.502879 0.49536796 0.33393926 0.37396202] [ 0.8364258 0.43248583 0.46225253 0.41170595 0.3724024 ] [ 0.10666111 0.4018704 0.49461102 0.89520552 0.6155353 ] [ 0.22890262 0.63960669 0.42748678 0.77122013 0.44095933] [ 0.57969812 0.47898964 0.52836636 0.54780273 0.38475077] [ 0.46956027 0.48663636 0.48759254 0.67537736 0.47139298] [ 0.67580184 0.45575748 0.67536024 0.35623097 0.45978083] [ 0.18715795 0.62923916 0.42850964 0.73702841 0.40089644] [ 0.5981797 0.50696203 0.47016434 0.41810967 0.37582889] [ 0.62989491 0.54595885 0.37055356 0.60836192 0.28326494] [ 0.43209196 0.69393383 0.48800239 0.62785439 0.55367386] [ 0.43307783 0.54073112 0.51292 0.51970541 0.52035878] [ 0.52845921 0.41051473 0.49645753 0.64164954 0.3308362 ] [ 0.48397133 0.57384935 0.42817584 0.65425104 0.37186104] [ 0.32429127 0.4408365 0.52150166 0.69344053 0.42999714] [ 0.71406786 0.46846413 0.45363585 0.39572365 0.45131952] [ 0.72647385 0.43562046 0.5129375 0.47236844 0.35150191] [ 0.65694994 0.55099531 0.35274658 0.41110106 0.44287919] [ 0.38598633 0.43940352 0.43117065 0.81334684 0.38075301] [ 0.54212641 0.61125215 0.54628485 0.50449026 0.50546901] [ 0.60457726 0.45233828 0.52006906 0.55626975 0.43997475] [ 0.32623483 0.63449489 0.47860141 0.68792703 0.59487328] [ 0.67605788 0.41180278 0.52764688 0.36162664 0.4005998 ] [ 0.29713694 0.5252316 0.51312793 0.71163617 0.47133113] [ 0.59741049 0.46338966 0.39473249 0.59463633 0.36966845] [ 0.17381745 0.69343153 0.2888183 0.87339883 0.60599511] [ 0.39983926 0.57469229 0.46146707 0.77696071 0.30431954] [ 0.55822213 0.53520618 0.360259 0.55743591 0.44070411] [ 0.50186057 0.52510145 0.4924648 0.43917136 0.67733064] [ 0.35525202 0.45920408 0.62568107 0.66755799 0.51539493] [ 0.3897609 0.55000955 0.38167987 0.62827251 0.44124785] [ 0.69679758 0.47648924 0.44884445 0.45522229 0.5118193 ] [ 0.79443166 0.39749405 0.55220334 0.32008378 0.40094559] [ 0.54288653 0.3564264 0.56998505 0.30292123 0.60605307] [ 0.10005774 0.61741861 0.46254698 0.89157651 0.48940409] [ 0.78140653 0.3637176 0.48452981 0.25610821 0.34053521] [ 0.7421842 0.36182865 0.36528396 0.24553534 0.30722886] [ 0.60243796 0.39692588 0.59059235 0.38246889 0.36570752] [ 0.74665361 0.38772069 0.39780763 0.23197479 0.35462945] [ 0.39838598 0.58234898 0.51353616 0.78559158 0.46359911] [ 0.77966041 0.45057472 0.56667314 0.42727868 0.40009275] [ 0.29499612 0.53051721 0.61413862 0.78454259 0.57249654] [ 0.72117434 0.4610195 0.57650387 0.41934642 0.42294805] [ 0.21626272 0.62888214 0.43443093 0.84416358 0.46747481] [ 0.62186542 0.53402301 0.50628883 0.53329401 0.42069885] [ 0.77592759 0.35556442 0.60265415 0.22502939 0.40730307] [ 0.19586551 0.70647986 0.51192882 0.75673952 0.57073389] [ 0.77675983 0.47109518 0.60242449 0.38067206 0.40155615] [ 0.21489119 0.47807008 0.6777146 0.71019249 0.57922581] [ 0.71497836 0.46687241 0.51384374 0.42358049 0.43836233] [ 0.57112146 0.5087335 0.56404206 0.45507937 0.44244076] [ 0.51604742 0.44100144 0.54586128 0.65988846 0.32716619] [ 0.36890396 0.57856241 0.51516062 0.56978953 0.40364269] [ 0.71801264 0.35897222 0.58509885 0.33096595 0.47368993] [ 0.77034508 0.42493268 0.60606215 0.25345571 0.49415207] [ 0.3835877 0.57537587 0.43619 0.56648834 0.51613716] [ 0.58681772 0.47847533 0.4578541 0.47252218 0.47661901] [ 0.75301521 0.50796674 0.53874613 0.2525556 0.33630469] [ 0.5122374 0.61964379 0.64386767 0.60830419 0.55520078] [ 0.39372542 0.69886901 0.43401282 0.67669368 0.51513486] Progress: 24.2% ... Training loss: 0.623 ... Validation loss: 1.093[ 0.34247956 0.40392436 0.53024731 0.81282823 0.48909708] [ 0.46839415 0.48875478 0.38383105 0.44817171 0.51018415] [ 0.67399307 0.33735673 0.50915465 0.57563416 0.39632528] [ 0.63500498 0.4744226 0.61240364 0.40993786 0.4552161 ] [ 0.366683 0.55432258 0.43793367 0.43515336 0.51353363] [ 0.68592691 0.47683746 0.59237418 0.48514765 0.41361105] [ 0.78536425 0.46364226 0.49436871 0.41016346 0.410509 ] [ 0.48681146 0.63240363 0.45895625 0.76777735 0.50311836] [ 0.12606897 0.58306 0.37255688 0.8767635 0.45113361] [ 0.67260797 0.45268808 0.36782114 0.52192279 0.31428672] [ 0.82220053 0.43152914 0.3465338 0.39492422 0.35486605] [ 0.79601144 0.46849282 0.47217195 0.32801138 0.2990759 ] [ 0.8048651 0.46030533 0.50492533 0.29111864 0.46369488] [ 0.3629105 0.54837231 0.45108627 0.70264072 0.38330116] [ 0.4511245 0.59357578 0.48280532 0.49629752 0.56795287] [ 0.83178167 0.32273563 0.60618021 0.19109429 0.39237498] [ 0.8554185 0.3584411 0.60538743 0.21962484 0.39687787] [ 0.82822326 0.38929041 0.51516606 0.29170315 0.41249912] [ 0.47574937 0.43423237 0.51512046 0.63705036 0.37187315] [ 0.53095414 0.5271124 0.37336209 0.4265731 0.4839977 ] [ 0.60534191 0.4976441 0.53694046 0.50456689 0.48649755] [ 0.6386938 0.40487697 0.61672815 0.47690356 0.40878853] [ 0.83613687 0.41509171 0.63631503 0.20450009 0.47727523] [ 0.18320324 0.58767883 0.34094584 0.86086638 0.40337082] [ 0.77774167 0.41931399 0.56096866 0.18878294 0.53928125] [ 0.64983955 0.39292595 0.60494373 0.32674953 0.34551419] [ 0.71767004 0.47433225 0.53047111 0.52223514 0.35603348] [ 0.55133491 0.53833992 0.42023978 0.40109996 0.48624514] [ 0.87772628 0.32643228 0.51479323 0.08954301 0.30185157] [ 0.42194453 0.51789468 0.50810215 0.80452582 0.37539143] [ 0.72743437 0.53624294 0.35779408 0.31246433 0.30157184] [ 0.1734822 0.55340914 0.55008793 0.85487742 0.50502761] [ 0.77489396 0.44119354 0.52917916 0.27926067 0.38174145] [ 0.15190385 0.65437551 0.46793252 0.90598126 0.63251506] [ 0.38166422 0.43299668 0.43924411 0.48478584 0.54557181] [ 0.1563636 0.63033583 0.45119133 0.89363557 0.44423174] [ 0.70391929 0.45649947 0.53138679 0.44021123 0.3962208 ] [ 0.23420295 0.45674022 0.5428862 0.72676428 0.60832761] [ 0.62728373 0.36433584 0.53539125 0.56836274 0.38798685] [ 0.43825226 0.53276009 0.49318943 0.43450723 0.45937975] [ 0.46661739 0.45699573 0.66576965 0.60616405 0.46527238] [ 0.28395122 0.56384996 0.50381355 0.75052373 0.63081878] [ 0.72085709 0.42072915 0.50100273 0.39430099 0.39746416] [ 0.36314885 0.54815702 0.32737327 0.70070664 0.41442814] [ 0.15058248 0.6357336 0.44133578 0.83418401 0.59735545] [ 0.59917702 0.57645531 0.47184026 0.43607641 0.44573334] [ 0.78294834 0.41803751 0.46720135 0.26418636 0.33489897] [ 0.61908509 0.50024886 0.46818743 0.52398147 0.35862419] [ 0.38495573 0.45472311 0.51803038 0.62117481 0.65166332] [ 0.78190699 0.27291755 0.52235139 0.36481963 0.45815274] [ 0.57676879 0.33642487 0.54380784 0.3753619 0.45873038] [ 0.36610893 0.4295117 0.58177742 0.66569907 0.42214081] [ 0.51170739 0.42349741 0.52061822 0.56311942 0.44941584] [ 0.66700729 0.44536398 0.55970788 0.25465498 0.50638947] [ 0.40834759 0.4698936 0.53937214 0.80509589 0.58706648] [ 0.53162591 0.45114014 0.56842465 0.39110829 0.57323534] [ 0.47526221 0.39485828 0.4219117 0.5252034 0.60042433] [ 0.65813826 0.50034189 0.44582532 0.40650315 0.49420419] [ 0.70398346 0.28197978 0.52310037 0.55217045 0.36774637] [ 0.68158876 0.50570532 0.55853102 0.36114808 0.46959534] [ 0.29720777 0.56587682 0.54532086 0.72854596 0.50623512] [ 0.54961659 0.63956435 0.43115896 0.56850293 0.44568064] [ 0.54935695 0.47762516 0.5101608 0.44204973 0.46526426] [ 0.72567646 0.3871196 0.68435598 0.37296432 0.40248213] [ 0.43924394 0.62723343 0.47934527 0.75543889 0.31956943] [ 0.45329208 0.42875062 0.54281492 0.64134281 0.48159282] [ 0.39156513 0.52429774 0.49885888 0.65211121 0.50629835] [ 0.62007518 0.45824543 0.5782168 0.41256738 0.40023428] [ 0.47349502 0.40802719 0.4277178 0.64505505 0.3438136 ] [ 0.28819112 0.59191348 0.59661172 0.74152667 0.47630044] [ 0.2918831 0.46239861 0.52216071 0.86395945 0.58950087] [ 0.65883028 0.3735334 0.60795314 0.3181898 0.35017027] [ 0.50042097 0.36489864 0.68885915 0.61669104 0.47554486] [ 0.83674459 0.60559025 0.54608272 0.4214329 0.38512529] [ 0.79042946 0.45777756 0.59503252 0.40254585 0.36628614] [ 0.85226342 0.46074502 0.4736569 0.34039608 0.41150422] [ 0.23742664 0.65291643 0.53679729 0.90028972 0.54430631] [ 0.61231642 0.3985458 0.45250829 0.5260241 0.55532225] [ 0.2956241 0.56316937 0.44891882 0.71537722 0.68160251] [ 0.65290986 0.49949186 0.37937714 0.34811796 0.31587482] [ 0.28004096 0.58458579 0.38177142 0.71111863 0.49020995] [ 0.92216969 0.31456161 0.55441544 0.11005178 0.37623204] [ 0.47835388 0.45349341 0.35387258 0.52073337 0.51743087] [ 0.44322892 0.48339647 0.46854947 0.5380901 0.6337629 ] [ 0.35126345 0.50178503 0.44999591 0.50274513 0.51000809] [ 0.32268148 0.50170589 0.50831191 0.70434387 0.58215095] [ 0.78767325 0.44243933 0.3310556 0.36732913 0.4085931 ] [ 0.21712936 0.48914059 0.53581654 0.6498407 0.41257466] [ 0.70153873 0.60403031 0.5453823 0.55201939 0.38346806] [ 0.88781873 0.43302371 0.54400023 0.17676783 0.36279899] [ 0.13526136 0.58714986 0.47239398 0.94044264 0.60988223] [ 0.72698746 0.25135703 0.52800188 0.32789058 0.47091481] [ 0.5358325 0.69653212 0.38313505 0.74828397 0.45891996] [ 0.30143906 0.60917264 0.43337191 0.77875587 0.45607876] [ 0.51689959 0.44915304 0.58020156 0.59306683 0.51074688] [ 0.71304431 0.59407355 0.52970182 0.33559939 0.3905117 ] [ 0.56560573 0.52972446 0.50987096 0.49441091 0.54892571] [ 0.34311541 0.55723727 0.42528122 0.54444528 0.41369308] [ 0.76272155 0.5078418 0.6183216 0.28898238 0.49890275] [ 0.84745339 0.42888532 0.46050197 0.22633575 0.39159178] [ 0.86859381 0.44037371 0.47758837 0.24306691 0.37679969] [ 0.27674007 0.69650612 0.25791891 0.82726937 0.56494583] [ 0.2153679 0.58463969 0.53940735 0.9059133 0.61129422] [ 0.37505716 0.54170141 0.45346419 0.66236206 0.52887788] [ 0.42710094 0.60328227 0.51121004 0.47521187 0.53502678] [ 0.36143865 0.45877568 0.68284213 0.60613969 0.52081714] [ 0.90048984 0.42591386 0.47664972 0.24635339 0.33217678] [ 0.40625753 0.43038954 0.46278394 0.76798985 0.42736007] [ 0.51061857 0.40546172 0.39029257 0.59877966 0.47871421] [ 0.67911574 0.38781092 0.40576773 0.49932351 0.3927168 ] [ 0.54343813 0.47483254 0.64345187 0.62709774 0.45232226] [ 0.69284935 0.45369659 0.49568904 0.39200755 0.40621994] [ 0.69335141 0.35489585 0.56719361 0.41133577 0.55937235] [ 0.30015452 0.70735789 0.53383413 0.77503235 0.49455603] [ 0.56848763 0.48976102 0.55326564 0.52864485 0.36698193] [ 0.13702615 0.53961398 0.31327231 0.86493562 0.5788081 ] [ 0.53024462 0.61957421 0.45515088 0.69694555 0.39212517] [ 0.65916074 0.52901161 0.52672975 0.45705034 0.39995543] [ 0.75696125 0.26136879 0.60559597 0.3969021 0.44863904] [ 0.68307418 0.37009896 0.54267714 0.4230374 0.53990118] [ 0.714688 0.464786 0.47555576 0.43658207 0.27144863] [ 0.43075661 0.58980427 0.33422836 0.7060836 0.35963636] [ 0.64630109 0.50230133 0.58707649 0.46894724 0.45111582] [ 0.58534272 0.40750566 0.64524535 0.66115439 0.43315408] [ 0.62302159 0.60716298 0.59603135 0.62633065 0.43003695] [ 0.74282223 0.44863013 0.62781673 0.30730511 0.4843625 ] [ 0.47876542 0.44377707 0.57229231 0.61196859 0.40903585] [ 0.3547692 0.55985643 0.5058019 0.50784135 0.53355412] Progress: 24.2% ... Training loss: 0.623 ... Validation loss: 1.096[ 0.63236423 0.60858773 0.53735957 0.55284352 0.44041426] [ 0.57543702 0.46042305 0.41677482 0.32984238 0.34920872] [ 0.52227828 0.37670762 0.57661933 0.63621103 0.43372115] [ 0.67004972 0.60070768 0.37793926 0.44197796 0.44462648] [ 0.61641429 0.39535073 0.5792844 0.50636117 0.37292321] [ 0.67636861 0.54660429 0.51445213 0.34443358 0.52841716] [ 0.4135139 0.43843938 0.48914249 0.65179772 0.44336448] [ 0.45589067 0.55255537 0.4287758 0.52257652 0.44136118] [ 0.36458154 0.50244503 0.47155604 0.81794211 0.46149248] [ 0.14392724 0.61095044 0.44736925 0.8633546 0.41281643] [ 0.27889602 0.71100042 0.40511644 0.83263413 0.38046405] [ 0.29650306 0.44725656 0.34197998 0.79880048 0.47323688] [ 0.65511565 0.58000097 0.38298271 0.49450379 0.31861827] [ 0.56143597 0.47806215 0.53144879 0.5089403 0.4078121 ] [ 0.37672297 0.54476114 0.34636143 0.6645665 0.41355205] [ 0.48562689 0.61634919 0.51658978 0.56578728 0.38984637] [ 0.70679583 0.41769554 0.49197348 0.41773529 0.3343396 ] [ 0.60360158 0.3905033 0.58525567 0.35128728 0.51656024] [ 0.17600588 0.58359259 0.50220677 0.8354562 0.64293395] [ 0.62486982 0.48147134 0.40677794 0.53275315 0.41657486] [ 0.80595609 0.3497834 0.51866127 0.38814073 0.44674067] [ 0.8465647 0.31312057 0.62541177 0.29755332 0.36284023] [ 0.22346684 0.6036944 0.45121632 0.86313228 0.38538591] [ 0.35666873 0.59775874 0.57318653 0.59440473 0.38387976] [ 0.58693016 0.33956993 0.65710482 0.5932651 0.43969769] [ 0.63308996 0.35565954 0.52647057 0.33844542 0.45827816] [ 0.09127756 0.64417497 0.43871405 0.89467068 0.63452084] [ 0.71053597 0.33228258 0.6538763 0.26927533 0.45985818] [ 0.70117861 0.4770739 0.2785941 0.37109981 0.37089179] [ 0.89037473 0.33090582 0.57384855 0.12182326 0.39175421] [ 0.58368301 0.46966331 0.4442012 0.55086754 0.33053349] [ 0.51310472 0.60270871 0.3461192 0.58541162 0.43854905] [ 0.36354125 0.66147589 0.38826125 0.66985347 0.41997395] [ 0.3355258 0.50189497 0.50615986 0.70949754 0.42935356] [ 0.19662199 0.55685939 0.49561429 0.81033064 0.54399515] [ 0.6719349 0.45032943 0.40118781 0.30427309 0.36514983] [ 0.23501878 0.58606434 0.32215754 0.64580393 0.47980025] [ 0.27780866 0.6976611 0.48538289 0.70289065 0.56347412] [ 0.59533448 0.53781679 0.46815359 0.45604152 0.35320555] [ 0.52975416 0.59977865 0.47127731 0.59021305 0.37409275] [ 0.51460469 0.53842193 0.54292429 0.49950659 0.44284294] [ 0.30865709 0.48960556 0.40531736 0.69860187 0.45934914] [ 0.330314 0.49983005 0.40957014 0.549206 0.61936533] [ 0.23070349 0.47541438 0.51886493 0.8338809 0.54184157] [ 0.13481687 0.46781927 0.37343136 0.86417581 0.4945852 ] [ 0.67411317 0.47893761 0.35414876 0.50355143 0.3904697 ] [ 0.77133459 0.3306524 0.52191903 0.22155525 0.43022675] [ 0.74370524 0.45304684 0.49031405 0.25604553 0.52867377] [ 0.68094523 0.53512321 0.34795477 0.36978191 0.36051881] [ 0.67136039 0.42278774 0.52246038 0.25739721 0.40533408] [ 0.36392172 0.52089719 0.57743319 0.65560951 0.56023998] [ 0.84153124 0.42141212 0.59467136 0.24836746 0.4202867 ] [ 0.25802003 0.7092097 0.33413821 0.84899559 0.49882438] [ 0.66168154 0.59740766 0.48342723 0.26388969 0.43015117] [ 0.41622111 0.67980941 0.32777073 0.68665613 0.46118079] [ 0.52918 0.42392191 0.37823623 0.48423275 0.37863183] [ 0.48961993 0.53397146 0.50590904 0.5626418 0.38296437] [ 0.79268028 0.3871743 0.66371692 0.15198268 0.48714922] [ 0.50912621 0.54519232 0.5978448 0.55165371 0.43868299] [ 0.4684941 0.39832135 0.69644594 0.73720448 0.45198061] [ 0.38992201 0.51475296 0.49743742 0.7319743 0.36288061] [ 0.81023683 0.37710435 0.51033002 0.22573501 0.40390613] [ 0.14424189 0.57564185 0.50679173 0.89805896 0.68082005] [ 0.69326341 0.49792176 0.45140948 0.70294567 0.42126729] [ 0.69300164 0.45977389 0.57442498 0.41744135 0.53727261] [ 0.28585095 0.49546773 0.51897921 0.6052336 0.59380426] [ 0.1531746 0.52618725 0.5348366 0.80216094 0.46590479] [ 0.33117235 0.47290995 0.48543991 0.58551496 0.56812212] [ 0.77014538 0.53386781 0.46019265 0.32254225 0.43041716] [ 0.72610716 0.54813652 0.39374581 0.4954492 0.36871125] [ 0.4503749 0.48296249 0.55331919 0.42782663 0.63388264] [ 0.69497173 0.45453678 0.43659414 0.4330508 0.37756567] [ 0.12959587 0.61969747 0.45247951 0.90412823 0.46423857] [ 0.53716674 0.47993973 0.48512776 0.69087929 0.37503926] [ 0.81314223 0.34144147 0.53108449 0.30265237 0.32315011] [ 0.49350511 0.505315 0.53002854 0.64458046 0.53166872] [ 0.64977332 0.44909539 0.50014915 0.47118337 0.42558318] [ 0.84112823 0.36859613 0.43615926 0.42569158 0.37918555] [ 0.42011503 0.57030615 0.3793601 0.52491961 0.41945278] [ 0.56643319 0.4204485 0.44716554 0.53812031 0.53997636] [ 0.75794137 0.48984198 0.53437476 0.4086002 0.37332948] [ 0.56833127 0.41378925 0.45161863 0.43393437 0.60220232] [ 0.40417502 0.6381556 0.39913146 0.77900563 0.3315262 ] [ 0.41742563 0.56030645 0.62838918 0.47126593 0.51232017] [ 0.31823796 0.57394962 0.51702401 0.85765822 0.55540681] [ 0.12344913 0.67329983 0.35997658 0.94044465 0.53438865] [ 0.66645206 0.58948052 0.49826958 0.47470853 0.31804604] [ 0.6638404 0.47783743 0.50356662 0.35562046 0.42416512] [ 0.5476648 0.41423358 0.52811722 0.54897586 0.40550818] [ 0.23855021 0.64690302 0.3035712 0.78808517 0.5217011 ] [ 0.79679953 0.40029825 0.57350274 0.20574189 0.40274583] [ 0.45731407 0.56606333 0.56396787 0.47239559 0.67955197] [ 0.65498738 0.42010519 0.5366597 0.26280417 0.46988019] [ 0.38534446 0.43367853 0.33209809 0.55165944 0.43134797] [ 0.83726134 0.25098815 0.5571391 0.15758351 0.44027983] [ 0.8683299 0.36185344 0.61339566 0.1252542 0.38493822] [ 0.3664607 0.61022434 0.35453337 0.75003862 0.51681246] [ 0.33551727 0.37972074 0.50204796 0.72174016 0.36956768] [ 0.2662976 0.59539843 0.41680097 0.73265042 0.50780389] [ 0.64101521 0.58979722 0.55219725 0.63813836 0.45137011] [ 0.57061979 0.52115451 0.5301491 0.37011433 0.49560823] [ 0.78245168 0.37502588 0.54293174 0.33660321 0.40475237] [ 0.09410723 0.52814972 0.41784607 0.88236148 0.54263404] [ 0.94095873 0.42049773 0.54112283 0.08179259 0.32177225] [ 0.58889754 0.5789616 0.47503014 0.62355809 0.32689487] [ 0.11276404 0.47808165 0.40781529 0.89887681 0.5769751 ] [ 0.15519308 0.56098692 0.33882693 0.90791141 0.43153765] [ 0.55041933 0.47724806 0.51031311 0.44144645 0.46512427] [ 0.57195496 0.42535049 0.56740648 0.63989384 0.43015118] [ 0.71610789 0.51095635 0.37248335 0.57631958 0.46697467] [ 0.3704736 0.43395593 0.56959474 0.46938769 0.55019463] [ 0.24102758 0.6783804 0.54186028 0.79801306 0.5573491 ] [ 0.84797345 0.50065696 0.54951762 0.4058039 0.31759688] [ 0.35549963 0.6113958 0.33029469 0.73143814 0.29930714] [ 0.64769702 0.39604436 0.50368191 0.32777571 0.44659749] [ 0.47034122 0.40553743 0.57220459 0.52286553 0.61741914] [ 0.80149001 0.35346996 0.60174534 0.17213092 0.45284473] [ 0.09660566 0.65524304 0.37731971 0.93386985 0.47971049] [ 0.58645485 0.56936984 0.4639036 0.64492791 0.46022961] [ 0.18854412 0.62790001 0.44784281 0.83771795 0.5678131 ] [ 0.37783473 0.49274034 0.49420144 0.74123714 0.37314507] [ 0.38033825 0.53419378 0.38533662 0.68917202 0.39351703] [ 0.50220106 0.38949566 0.43970284 0.50273933 0.55766676] [ 0.60368565 0.59194345 0.41192962 0.70327005 0.43021715] [ 0.72161177 0.31695104 0.53553297 0.3054842 0.54362149] [ 0.45831067 0.51425104 0.55603258 0.4330891 0.61160281] [ 0.85510562 0.3753893 0.66280581 0.10798496 0.35403246] [ 0.30185513 0.51912001 0.40368266 0.69617769 0.43229828] Progress: 24.3% ... Training loss: 0.623 ... Validation loss: 1.096[ 0.60963314 0.43380809 0.42625974 0.52806552 0.43025719] [ 0.51790133 0.52736938 0.44296051 0.48608241 0.32809769] [ 0.26154575 0.5317676 0.46838262 0.77956226 0.55052683] [ 0.31617259 0.5945533 0.44573258 0.78595721 0.45061362] [ 0.79156586 0.28275705 0.52404247 0.3823324 0.4187389 ] [ 0.89720433 0.32913295 0.61099529 0.1485802 0.41029078] [ 0.59420049 0.58960783 0.47179901 0.60242614 0.38833439] [ 0.85591602 0.35807607 0.6055405 0.21923061 0.39673422] [ 0.90279589 0.42606872 0.48268551 0.20354808 0.35810956] [ 0.74255397 0.42746413 0.43186881 0.39472588 0.30832788] [ 0.10764359 0.59161196 0.53231878 0.90508736 0.63944122] [ 0.59894696 0.53963478 0.57387549 0.47648159 0.39291395] [ 0.50934031 0.36598092 0.55588221 0.60006911 0.37347757] [ 0.89296557 0.41771557 0.5234479 0.15273826 0.27536034] [ 0.43145485 0.58092158 0.52476485 0.50175735 0.36615358] [ 0.92243876 0.3142096 0.55457763 0.10986631 0.37608221] [ 0.69819809 0.42035042 0.47746517 0.38454906 0.44989377] [ 0.90279589 0.42606872 0.48268551 0.20354808 0.35810956] [ 0.15061056 0.63303255 0.40711433 0.87910268 0.59674372] [ 0.78653346 0.40623395 0.55352708 0.21876484 0.46381673] [ 0.21811756 0.48015756 0.39865515 0.62983283 0.77430088] [ 0.43172942 0.57144915 0.57493697 0.55570617 0.5651389 ] [ 0.66095931 0.58111343 0.43906681 0.41875488 0.35827298] [ 0.50971251 0.44112275 0.48481566 0.78864164 0.46373385] [ 0.20134602 0.54340438 0.51700666 0.68692297 0.63845339] [ 0.31903381 0.58992645 0.4552036 0.60254159 0.5133695 ] [ 0.39331692 0.60024731 0.41389584 0.75951998 0.43826908] [ 0.22375171 0.64898905 0.33595306 0.80263223 0.5276945 ] [ 0.41068656 0.54856236 0.49451419 0.8628181 0.50890247] [ 0.52106988 0.30068831 0.52305439 0.64464436 0.33495382] [ 0.85074938 0.29116928 0.5803262 0.08232872 0.33410826] [ 0.57477603 0.51103346 0.54211305 0.72555571 0.31927308] [ 0.27148981 0.5517709 0.5199869 0.86431439 0.55450806] [ 0.39783172 0.45878383 0.51913311 0.53197524 0.43263381] [ 0.48640626 0.53330316 0.40733804 0.6356273 0.4846303 ] [ 0.76376567 0.23162223 0.55844618 0.35606845 0.42795417] [ 0.15134449 0.52097272 0.3885608 0.86463423 0.47914048] [ 0.223486 0.66738846 0.4231509 0.89222719 0.40347909] [ 0.34211134 0.61961171 0.37280903 0.73134657 0.40744961] [ 0.542481 0.42211639 0.40837673 0.44624288 0.45205439] [ 0.63719766 0.50919698 0.43105558 0.45003086 0.39099152] [ 0.2753195 0.51097007 0.47038491 0.87050065 0.60627363] [ 0.65024779 0.51713943 0.58444736 0.46006239 0.41129199] [ 0.671984 0.49560991 0.40412977 0.42296518 0.32116051] [ 0.16862633 0.5051079 0.45093869 0.78512234 0.63393337] [ 0.2347106 0.47444435 0.32455955 0.7268406 0.43814415] [ 0.31274807 0.56242407 0.40042395 0.81718783 0.40835622] [ 0.28765746 0.56057045 0.43262401 0.88948711 0.53053343] [ 0.622765 0.54336843 0.53974535 0.30958273 0.52433562] [ 0.52121586 0.52309425 0.38021575 0.68793628 0.5368254 ] [ 0.602332 0.41766081 0.52837495 0.30327299 0.51897912] [ 0.71460233 0.53205141 0.50718185 0.54797706 0.39741428] [ 0.82223113 0.41722637 0.3499991 0.2120734 0.30468159] [ 0.67225517 0.45279998 0.36778594 0.52204612 0.31432134] [ 0.56968645 0.44707708 0.4714851 0.50213496 0.54322887] [ 0.39344841 0.58325959 0.31019353 0.68672565 0.42015048] [ 0.63447351 0.63742097 0.34202979 0.58037204 0.4191368 ] [ 0.7482296 0.51326961 0.54174781 0.36295466 0.54680564] [ 0.46999452 0.43486286 0.48069178 0.6533231 0.39436484] [ 0.6175103 0.47767029 0.48402817 0.46498503 0.41462335] [ 0.63969618 0.32458574 0.58156533 0.32382337 0.33899283] [ 0.88612259 0.39465086 0.51518034 0.31663452 0.41402469] [ 0.65788687 0.37883077 0.44185648 0.40733235 0.39984879] [ 0.5455577 0.45486915 0.49414075 0.48248743 0.49055001] [ 0.74834393 0.37306182 0.58814331 0.23236322 0.41406201] [ 0.13858022 0.51194985 0.57310732 0.78669124 0.53137861] [ 0.26317258 0.61101602 0.3495573 0.81814114 0.51862873] [ 0.56911081 0.37500275 0.54347953 0.34850364 0.52890145] [ 0.84179306 0.42534109 0.58319746 0.14361954 0.46610182] [ 0.57462889 0.59728543 0.27156907 0.5203525 0.36727891] [ 0.23042873 0.53838826 0.42325783 0.822247 0.54205676] [ 0.31288789 0.59778664 0.36498335 0.7740444 0.46659611] [ 0.76544882 0.46177238 0.51501862 0.31030866 0.39923107] [ 0.36568972 0.32780504 0.47735838 0.67555687 0.46110009] [ 0.67973561 0.32162543 0.56353837 0.44391482 0.51259988] [ 0.67020425 0.46949146 0.30803527 0.43669283 0.34664308] [ 0.16354878 0.62913553 0.42381391 0.86020912 0.57714956] [ 0.34278704 0.54776164 0.41580897 0.7760023 0.56716498] [ 0.86472275 0.34793727 0.48751136 0.13323479 0.23028782] [ 0.52240337 0.37549317 0.56243538 0.7757196 0.41621745] [ 0.37975239 0.57215088 0.57012306 0.3925732 0.6312752 ] [ 0.26975868 0.6904406 0.30824285 0.86077682 0.51109733] [ 0.7259811 0.57445196 0.37516336 0.4056858 0.3857051 ] [ 0.33407449 0.52493206 0.50026933 0.73571552 0.53700735] [ 0.66547227 0.48404414 0.58079685 0.39662395 0.51182645] [ 0.62786844 0.45135029 0.41277822 0.65399198 0.29278833] [ 0.17515614 0.58535214 0.54581453 0.85703506 0.50794555] [ 0.24240021 0.55350333 0.41679153 0.7645514 0.71432167] [ 0.60379772 0.46908592 0.5287183 0.36385523 0.62178651] [ 0.66784113 0.43983787 0.46665004 0.40915444 0.39800638] [ 0.76773268 0.40894238 0.61650603 0.3195337 0.43728399] [ 0.87407259 0.43589572 0.54808131 0.19756025 0.36905391] [ 0.34606219 0.66198083 0.3090875 0.60666507 0.46596165] [ 0.75070549 0.48592136 0.35037848 0.41068585 0.3233986 ] [ 0.62745482 0.50296987 0.41010537 0.42870403 0.34538608] [ 0.51892278 0.63206737 0.33740657 0.56538722 0.37685076] [ 0.85937926 0.32844517 0.60406691 0.23688843 0.38000467] [ 0.67011678 0.48955046 0.5405269 0.53700184 0.39773034] [ 0.46553827 0.60806716 0.42485709 0.69108961 0.39539373] [ 0.21287201 0.69087479 0.36830501 0.91916165 0.46963756] [ 0.72618415 0.58176866 0.41722033 0.48382377 0.3921312 ] [ 0.40992309 0.60309069 0.46852507 0.56416677 0.35181423] [ 0.17574589 0.59322119 0.41770141 0.78301992 0.59392721] [ 0.21902873 0.54692724 0.3571489 0.82462056 0.49196545] [ 0.06441586 0.63092155 0.36854771 0.96242518 0.5327614 ] [ 0.57866754 0.43108516 0.54618478 0.48223245 0.45054347] [ 0.82664317 0.47759251 0.60518678 0.19130568 0.44790394] [ 0.7973292 0.49445038 0.54560099 0.20237011 0.46913386] [ 0.52885648 0.47195696 0.43345955 0.6274256 0.31147087] [ 0.58031076 0.51499964 0.63331141 0.67986319 0.44599413] [ 0.10438614 0.673194 0.51069082 0.91426716 0.56879223] [ 0.69395356 0.41117168 0.50795071 0.33862903 0.30372308] [ 0.40217221 0.59434687 0.48025991 0.7245808 0.39162829] [ 0.54371781 0.54199831 0.41403904 0.4712538 0.45598845] [ 0.50978929 0.4683503 0.52425675 0.43520241 0.47207653] [ 0.19113164 0.54225268 0.43183207 0.85734491 0.55209928] [ 0.37926936 0.65785228 0.42543704 0.58379473 0.5738587 ] [ 0.38574379 0.70073243 0.4260699 0.77709987 0.51974403] [ 0.61792449 0.59207434 0.34127924 0.45478906 0.34269108] [ 0.93001285 0.32005197 0.53239779 0.1518004 0.38955386] [ 0.44238076 0.57982417 0.38756283 0.67841201 0.56259086] [ 0.12170531 0.52988502 0.46689645 0.87678271 0.53335666] [ 0.18750983 0.5036382 0.43528491 0.78675207 0.53046634] [ 0.42960668 0.53341164 0.56826597 0.67912772 0.60477058] [ 0.10927753 0.57945865 0.39798782 0.8827654 0.64949374] [ 0.74166542 0.39982988 0.51374561 0.2718643 0.45244914] [ 0.66749928 0.44515887 0.55979487 0.25445403 0.50630432] [ 0.76324603 0.37815121 0.34923035 0.37443414 0.34267544] Progress: 24.4% ... Training loss: 0.622 ... Validation loss: 1.094[ 0.47449394 0.54982258 0.4075538 0.68753682 0.35401555] [ 0.1373288 0.59440149 0.44121664 0.9048766 0.39323484] [ 0.57096757 0.5692309 0.37150715 0.42678257 0.44473248] [ 0.61541767 0.67036715 0.41988448 0.58012097 0.50825074] [ 0.19429788 0.62252614 0.57112912 0.81024866 0.68896521] [ 0.14490671 0.62609834 0.45400702 0.87798696 0.42457305] [ 0.88528913 0.30763525 0.61218772 0.141076 0.40659313] [ 0.70888705 0.41856981 0.56673779 0.44566346 0.46370158] [ 0.7227592 0.5516928 0.39401159 0.47348316 0.35853324] [ 0.61829296 0.47014993 0.47379772 0.32781673 0.34778473] [ 0.47884427 0.37586242 0.51223597 0.66557766 0.3103786 ] [ 0.34764525 0.55645278 0.53755308 0.77189355 0.50375254] [ 0.7419829 0.55544764 0.40123579 0.47714588 0.33990897] [ 0.50808277 0.68767011 0.46411781 0.7442722 0.51297731] [ 0.41651501 0.58647556 0.4169302 0.68911707 0.33021486] [ 0.67948577 0.38575714 0.47856884 0.42126997 0.47123 ] [ 0.71910731 0.43485411 0.43338896 0.45444389 0.35482193] [ 0.4814873 0.4864071 0.39624849 0.51958508 0.43534045] [ 0.1798827 0.46139206 0.37561003 0.85690627 0.53530251] [ 0.53648814 0.36078534 0.58182392 0.61419113 0.43658081] [ 0.69759081 0.33098196 0.65175114 0.26952935 0.46412084] [ 0.62892968 0.53044414 0.53670169 0.34136178 0.31181812] [ 0.13811938 0.56031587 0.52998616 0.89684512 0.69609748] [ 0.20920717 0.54694425 0.52279005 0.7912711 0.35751061] [ 0.51523189 0.5533477 0.58723462 0.59699682 0.49889081] [ 0.44984299 0.61738645 0.53608505 0.67370801 0.4642267 ] [ 0.81940411 0.31103858 0.45326209 0.16515667 0.34490941] [ 0.56464091 0.57245161 0.44681311 0.51033412 0.60505468] [ 0.32865248 0.58220652 0.48443999 0.77376896 0.36605791] [ 0.25858019 0.629719 0.39225858 0.72754957 0.54844835] [ 0.1843343 0.54442165 0.50650245 0.87786298 0.53925155] [ 0.64438857 0.52487404 0.500269 0.33532247 0.39132582] [ 0.73767202 0.45480726 0.45910334 0.44805833 0.47921736] [ 0.87861295 0.36020793 0.5351767 0.17871989 0.32786829] [ 0.49750019 0.47005386 0.47746368 0.55405557 0.37123117] [ 0.56740456 0.67550178 0.35738836 0.7149539 0.35780832] [ 0.49714849 0.41986052 0.6262355 0.64399716 0.46922012] [ 0.36299528 0.54860953 0.45099298 0.70250146 0.38339742] [ 0.45725358 0.51462648 0.45560028 0.35890326 0.50082623] [ 0.1728291 0.55674761 0.44694857 0.86215505 0.49369365] [ 0.54930475 0.51592837 0.45594094 0.46028907 0.46751659] [ 0.54063996 0.42637257 0.51394099 0.75510007 0.41884867] [ 0.36654218 0.54469075 0.47482031 0.77732322 0.41755792] [ 0.88566136 0.27514082 0.54806763 0.15039942 0.3727381 ] [ 0.76043307 0.35650836 0.61281379 0.28620575 0.50766851] [ 0.30873717 0.49409297 0.5031424 0.83973999 0.54098479] [ 0.10009872 0.5530169 0.54488576 0.87355341 0.65741778] [ 0.43886017 0.53537062 0.37891496 0.55177484 0.32399542] [ 0.13486327 0.61224382 0.3912483 0.92918853 0.52143141] [ 0.27291984 0.66994426 0.48874628 0.7825025 0.52582273] [ 0.21548193 0.71409924 0.28756628 0.86990468 0.46171931] [ 0.29013369 0.65932479 0.43847851 0.68297047 0.39997622] [ 0.24926132 0.49026924 0.45169544 0.90290978 0.47276016] [ 0.58003253 0.38270385 0.38841124 0.5011143 0.44275507] [ 0.75329811 0.4625086 0.50528311 0.27864016 0.41137001] [ 0.86102747 0.39234977 0.43783674 0.1940249 0.35017796] [ 0.51482018 0.65937429 0.57815407 0.60476188 0.50288216] [ 0.80882443 0.40701632 0.49133324 0.47336165 0.36989897] [ 0.73795581 0.37267291 0.53515318 0.24832557 0.44903809] [ 0.43679459 0.57950678 0.66179664 0.42485681 0.58312829] [ 0.26531616 0.68020663 0.25344045 0.76563565 0.47525168] [ 0.0793276 0.59752817 0.387595 0.91063737 0.48129586] [ 0.50315668 0.50275244 0.55252789 0.61969539 0.55245078] [ 0.54955248 0.52561118 0.38882476 0.48990044 0.35295694] [ 0.28611039 0.53840299 0.54388313 0.49071322 0.75647291] [ 0.69656285 0.45542629 0.45965768 0.37804171 0.4060906 ] [ 0.29540338 0.57517875 0.47272311 0.63057741 0.49404248] [ 0.49487065 0.44660305 0.50838941 0.37335385 0.44249637] [ 0.66491588 0.39509652 0.49679737 0.28070833 0.45554812] [ 0.15550388 0.54103168 0.51480301 0.8005098 0.62257275] [ 0.46355383 0.41472975 0.5628568 0.63528927 0.30960855] [ 0.16624779 0.64084989 0.53675304 0.87441354 0.4821748 ] [ 0.78325538 0.38969191 0.4321014 0.32047919 0.35463371] [ 0.51191731 0.55054616 0.46544627 0.7603353 0.27650182] [ 0.58605684 0.5256971 0.51272661 0.34615976 0.58047255] [ 0.71149499 0.57177359 0.55824652 0.47491931 0.42274182] [ 0.60733667 0.3754341 0.38387735 0.40641936 0.4611728 ] [ 0.14856407 0.60390396 0.5174925 0.86351076 0.59006587] [ 0.40027318 0.53847124 0.48457318 0.72583768 0.56069544] [ 0.50425526 0.37702087 0.48502835 0.67796742 0.39167319] [ 0.80659343 0.26056783 0.58830025 0.16973362 0.34829613] [ 0.63011947 0.52371721 0.42689635 0.58764781 0.49344656] [ 0.72374521 0.41606545 0.51299025 0.35916174 0.47977159] [ 0.54782957 0.47234206 0.39495568 0.55284572 0.55900992] [ 0.41879729 0.60235444 0.36804714 0.56377368 0.46528405] [ 0.7210686 0.51311653 0.59306026 0.53067335 0.37254001] [ 0.29706781 0.58978534 0.30197104 0.95489098 0.46964426] [ 0.90394493 0.2910516 0.50417873 0.12861108 0.3553247 ] [ 0.51798175 0.44082913 0.54593696 0.65898164 0.32712596] [ 0.15821561 0.71557181 0.4736904 0.75499739 0.5992115 ] [ 0.28021735 0.47164504 0.51576556 0.78578957 0.53559532] [ 0.65831539 0.48767441 0.58769048 0.3804741 0.53165094] [ 0.3020219 0.61024861 0.33858522 0.6759553 0.46788824] [ 0.35100144 0.40284908 0.35590473 0.72326255 0.40459706] [ 0.70106827 0.5485259 0.42654657 0.41006074 0.50276697] [ 0.41381841 0.58949307 0.32388837 0.5805648 0.43208634] [ 0.42825135 0.65488161 0.51719507 0.55122607 0.52853754] [ 0.65853417 0.64932779 0.41246665 0.45658468 0.50929267] [ 0.46923185 0.59672659 0.60124861 0.64573954 0.50517733] [ 0.55814204 0.45727029 0.44663564 0.26218637 0.4708721 ] [ 0.67165818 0.45941969 0.58399542 0.43217413 0.42369158] [ 0.72346747 0.38691889 0.4977876 0.24204108 0.48711134] [ 0.44728963 0.65387726 0.46682415 0.65775542 0.48998633] [ 0.53023458 0.51467559 0.49673107 0.59112643 0.41007622] [ 0.26484205 0.65209951 0.35885783 0.77679377 0.46943303] [ 0.7890735 0.47742193 0.50736794 0.30813106 0.38515924] [ 0.31890683 0.50504027 0.57332624 0.72300615 0.49772955] [ 0.40789075 0.52282168 0.35410139 0.67669492 0.41027549] [ 0.61260134 0.39852476 0.4525248 0.52576775 0.55531825] [ 0.45346511 0.55962272 0.3766703 0.5395894 0.39820277] [ 0.28544977 0.47667495 0.49547469 0.59770489 0.41512041] [ 0.70714373 0.46233005 0.60976693 0.64520398 0.36718653] [ 0.88037663 0.34173672 0.58158565 0.21816298 0.34675272] [ 0.49651285 0.48809835 0.62514232 0.37005839 0.39693681] [ 0.54514845 0.62864863 0.59162785 0.60450183 0.51160289] [ 0.60256112 0.3323202 0.50061895 0.39034557 0.39302689] [ 0.48658787 0.61852165 0.49958906 0.57783265 0.54649227] [ 0.64250783 0.33677338 0.57465423 0.45469456 0.4429127 ] [ 0.14263994 0.60601478 0.45566546 0.9110347 0.63020634] [ 0.16114799 0.62277154 0.32419168 0.83231902 0.6236495 ] [ 0.53964583 0.6137276 0.45227209 0.54873222 0.56283087] [ 0.69741692 0.48791786 0.44313218 0.2517959 0.42775643] [ 0.87006311 0.32958357 0.52122929 0.24556828 0.41016798] [ 0.30838024 0.41746989 0.53971098 0.67966763 0.57765801] [ 0.12171932 0.59252634 0.40250722 0.9030233 0.53557145] [ 0.40280265 0.55530675 0.40156606 0.5636299 0.32983242] [ 0.41556547 0.61048573 0.34665115 0.66245781 0.50382204] [ 0.40105284 0.61126013 0.51410218 0.5763756 0.41805962] Progress: 24.4% ... Training loss: 0.622 ... Validation loss: 1.093[ 0.53315387 0.62277233 0.32322613 0.71687354 0.33672645] [ 0.61185493 0.4165208 0.44880615 0.37799426 0.54254292] [ 0.57776061 0.43965005 0.48871725 0.48482661 0.57626971] [ 0.83648264 0.40593945 0.5505266 0.24128155 0.37595784] [ 0.48655535 0.53349396 0.40727027 0.63545405 0.48471192] [ 0.84352994 0.29887548 0.4465275 0.2591363 0.34136821] [ 0.25996358 0.67366317 0.42473458 0.70106065 0.44653548] [ 0.59238795 0.61773989 0.47944227 0.47431831 0.5563649 ] [ 0.49445995 0.57391343 0.49490823 0.53083871 0.58430598] [ 0.81309465 0.36497587 0.63425804 0.23724603 0.50267385] [ 0.37198864 0.60289028 0.45433012 0.62782997 0.45547745] [ 0.45945713 0.30789449 0.60285254 0.7154082 0.56739615] [ 0.92248586 0.31399993 0.5546716 0.10993133 0.37598014] [ 0.58635266 0.3995067 0.31568538 0.52995127 0.44471571] [ 0.26644324 0.59555291 0.41674562 0.73246602 0.50787596] [ 0.30145896 0.51968733 0.40346516 0.69630733 0.43251635] [ 0.21532617 0.54043615 0.47370175 0.82933645 0.43428763] [ 0.12984638 0.70948669 0.4096302 0.76475636 0.49657086] [ 0.70153166 0.38182776 0.62838553 0.32038971 0.35627931] [ 0.2688094 0.50174961 0.43047821 0.68156354 0.42030524] [ 0.52561511 0.50146442 0.54438494 0.70099397 0.44967277] [ 0.23382848 0.52883945 0.47315589 0.82042959 0.49181297] [ 0.50820157 0.54096403 0.50426236 0.48106134 0.37552109] [ 0.10372605 0.63377954 0.52243293 0.90849476 0.41537753] [ 0.43439647 0.55775847 0.35990194 0.59818109 0.34581951] [ 0.4816392 0.48044804 0.48806823 0.72499874 0.39965706] [ 0.53751679 0.58940748 0.50582111 0.61394786 0.47558337] [ 0.63116894 0.43811145 0.63454016 0.62435748 0.30666303] [ 0.5463401 0.44503354 0.60576427 0.57990897 0.43858822] [ 0.71255312 0.39312263 0.43760776 0.35196266 0.4130705 ] [ 0.54100014 0.62393847 0.36891778 0.478262 0.34220719] [ 0.75188535 0.37514614 0.60865985 0.34537186 0.42017854] [ 0.1241769 0.53879064 0.49763795 0.64350543 0.67904479] [ 0.6480188 0.54372304 0.57510388 0.44119193 0.52183786] [ 0.75914093 0.35704276 0.56672261 0.42121729 0.44834767] [ 0.59446152 0.43307992 0.55080979 0.42145226 0.35142685] [ 0.60673001 0.51091819 0.43977956 0.38817588 0.40652449] [ 0.08931723 0.40139458 0.5301332 0.88843101 0.60841705] [ 0.58733392 0.30507376 0.47476396 0.65776644 0.29438451] [ 0.8038267 0.39275128 0.46697227 0.30599317 0.43499459] [ 0.77869734 0.52140377 0.36975815 0.40886471 0.28311107] [ 0.51484454 0.54938016 0.36472247 0.71964983 0.44941657] [ 0.51226224 0.41622313 0.49786449 0.59747286 0.36978375] [ 0.54201427 0.39227656 0.62371158 0.50000039 0.42230972] [ 0.16392977 0.63129644 0.39885353 0.8950291 0.53437139] [ 0.50208196 0.68378509 0.46847619 0.5908912 0.49833058] [ 0.85258407 0.38884139 0.58390931 0.21260093 0.3540016 ] [ 0.33204613 0.59005438 0.56610146 0.60792115 0.48898029] [ 0.46615465 0.509235 0.47050591 0.43713851 0.44553322] [ 0.52013451 0.44513955 0.48834506 0.7114844 0.33965503] [ 0.57414163 0.49651108 0.54481159 0.65741211 0.26436356] [ 0.73298105 0.56010907 0.63038878 0.43509023 0.42873692] [ 0.41854867 0.62413032 0.39289004 0.6677181 0.36369692] [ 0.26366343 0.66935734 0.32434461 0.7602742 0.4974037 ] [ 0.82325176 0.30165932 0.535317 0.27287562 0.47420897] [ 0.35266487 0.57842385 0.36492083 0.7344314 0.49628458] [ 0.66442798 0.3214694 0.52869569 0.42503722 0.43555103] [ 0.6152078 0.50869078 0.44013618 0.58022902 0.41898707] [ 0.758966 0.40216438 0.63700617 0.34331805 0.43169664] [ 0.28037039 0.59782603 0.47105601 0.55902762 0.60124346] [ 0.79067515 0.41032719 0.4860222 0.26490767 0.27018962] [ 0.41335872 0.50576681 0.53846537 0.50798208 0.44295171] [ 0.66540143 0.63964522 0.29108928 0.50830908 0.38237775] [ 0.67687007 0.36173068 0.57069565 0.226169 0.55442655] [ 0.47255291 0.605884 0.49719084 0.5112389 0.48400049] [ 0.10314323 0.63105365 0.36999937 0.9393078 0.5705815 ] [ 0.47277749 0.51171771 0.48024248 0.64415545 0.44648963] [ 0.590114 0.46439845 0.59872346 0.48600784 0.41796398] [ 0.35518628 0.51192098 0.48642777 0.70189977 0.40663049] [ 0.24170618 0.64049324 0.47167382 0.85110516 0.43900054] [ 0.60394066 0.5336716 0.34868074 0.47385011 0.37357881] [ 0.36936747 0.52047808 0.4054062 0.67438804 0.43917158] [ 0.63576165 0.36023996 0.4178488 0.46706155 0.45717765] [ 0.84488035 0.42537683 0.39620037 0.33329448 0.28938166] [ 0.61581836 0.44825676 0.66800808 0.37781551 0.48270104] [ 0.7959271 0.40798338 0.53482372 0.1436686 0.37864674] [ 0.57432115 0.45697254 0.64580623 0.39602535 0.49927066] [ 0.41178279 0.48184064 0.61695432 0.67769768 0.51404259] [ 0.46933938 0.43537664 0.48048947 0.65373752 0.39453733] [ 0.21916887 0.6557375 0.4224306 0.77700099 0.50307359] [ 0.87436571 0.43561352 0.54819866 0.19740175 0.36894319] [ 0.67107505 0.49615627 0.4039097 0.42360298 0.32132796] [ 0.72018354 0.37684196 0.49583134 0.30394174 0.3547192 ] [ 0.62076752 0.4067596 0.4717718 0.32980775 0.45354456] [ 0.42015985 0.42677564 0.48763577 0.72858461 0.45581913] [ 0.71288094 0.54080022 0.50304182 0.47062027 0.41808652] [ 0.69352147 0.435535 0.37527593 0.45052054 0.46776593] [ 0.33186456 0.5233694 0.53605858 0.6802758 0.47477619] [ 0.43598066 0.53613708 0.56556337 0.45398875 0.53796751] [ 0.4656984 0.52526741 0.42820959 0.67710098 0.34012045] [ 0.38942342 0.65432215 0.36802718 0.82737215 0.54837526] [ 0.74813472 0.42424309 0.45695698 0.45633921 0.3540163 ] [ 0.573343 0.44380823 0.39502121 0.4679386 0.36282603] [ 0.29305106 0.60082887 0.45583864 0.75910909 0.44807576] [ 0.18151802 0.61273136 0.49650163 0.9076468 0.52149438] [ 0.72400145 0.45387406 0.50100665 0.2780363 0.34443949] [ 0.26834228 0.61291071 0.5432409 0.7491702 0.53295464] [ 0.35716492 0.49793426 0.46658758 0.81879299 0.46234296] [ 0.60953831 0.41297309 0.53134471 0.34462795 0.45172932] [ 0.29857548 0.61296255 0.46565735 0.9265389 0.53240152] [ 0.8073194 0.39847079 0.45925925 0.28387397 0.33066897] [ 0.68362048 0.48240372 0.55352111 0.59506277 0.47911545] [ 0.4964862 0.40615378 0.45840386 0.31398246 0.6325141 ] [ 0.58931574 0.47715762 0.53445962 0.63824279 0.3938844 ] [ 0.19337319 0.65809466 0.44230225 0.74575078 0.48904636] [ 0.35491309 0.61393563 0.52048957 0.73080038 0.61320167] [ 0.34851479 0.52021033 0.4070225 0.84286062 0.61308473] [ 0.60319829 0.52424455 0.4199118 0.43509643 0.40778077] [ 0.57350117 0.45103474 0.52510099 0.7049783 0.39401302] [ 0.63116254 0.48206062 0.50075521 0.44787545 0.54795492] [ 0.55399957 0.46675965 0.51950777 0.5258951 0.5955289 ] [ 0.42961929 0.51905016 0.40187867 0.61836715 0.36039571] [ 0.2969327 0.56296812 0.44902037 0.7145664 0.68155933] [ 0.3797232 0.61461756 0.37677601 0.7016642 0.4069513 ] [ 0.69676981 0.54820983 0.48250591 0.46353877 0.36976815] [ 0.32515271 0.69597496 0.39145605 0.73320772 0.55075582] [ 0.48533194 0.48748248 0.51463629 0.62807195 0.45354427] [ 0.17395669 0.52919922 0.39826356 0.67088748 0.68903786] [ 0.84630133 0.42069665 0.54606953 0.17550967 0.30872456] [ 0.74028305 0.43133082 0.57273947 0.19703389 0.45712594] [ 0.84785332 0.37420959 0.51177867 0.20045046 0.41921793] [ 0.87451594 0.343475 0.44711964 0.2064966 0.30404901] [ 0.64448132 0.44711606 0.5490753 0.30558443 0.43933219] [ 0.6066921 0.52092146 0.31206766 0.44569691 0.34753596] [ 0.28493953 0.63813867 0.50666932 0.71033559 0.56568081] [ 0.41345066 0.49843907 0.51771576 0.67594388 0.37332701] [ 0.68617564 0.6114081 0.42457895 0.55411335 0.42802582] [ 0.22837724 0.52993959 0.47010172 0.90195216 0.53473678] Progress: 24.4% ... Training loss: 0.622 ... Validation loss: 1.091[ 0.851894 0.34242148 0.54001603 0.19226285 0.42614361] [ 0.18236061 0.49598381 0.54013701 0.81598711 0.59855857] [ 0.44224958 0.58396991 0.437541 0.59468552 0.45723423] [ 0.11547269 0.61123404 0.45278678 0.87517245 0.61009979] [ 0.5217657 0.60100827 0.31823809 0.56760471 0.40008078] [ 0.49867403 0.56595318 0.45255474 0.51583672 0.40261601] [ 0.72270674 0.33654035 0.46127165 0.37906713 0.49583312] [ 0.20765544 0.52416022 0.43509876 0.84284868 0.47041595] [ 0.4018753 0.50975944 0.5407003 0.61484612 0.54727451] [ 0.2359731 0.64061651 0.50018232 0.71086936 0.49263528] [ 0.85296951 0.29131999 0.53175768 0.18019509 0.45113376] [ 0.39768979 0.63577094 0.44868372 0.79863774 0.3903131 ] [ 0.56066525 0.47447683 0.40011371 0.57259056 0.34823143] [ 0.28893717 0.65286998 0.6240389 0.7277173 0.64873148] [ 0.24817205 0.67327689 0.4107413 0.64434705 0.56652568] [ 0.43200373 0.52764328 0.45752899 0.6144312 0.52836325] [ 0.80768924 0.29261214 0.64846489 0.16790997 0.37877439] [ 0.8533873 0.35042855 0.51472016 0.16019288 0.35627083] [ 0.66432538 0.32469053 0.53762495 0.30782063 0.58224795] [ 0.66828285 0.50281148 0.39422304 0.48864661 0.29157544] [ 0.3188234 0.63192641 0.42789597 0.75327439 0.64731491] [ 0.77216475 0.31857535 0.50333326 0.34767497 0.47217854] [ 0.64258265 0.46409826 0.47265749 0.54325835 0.34761947] [ 0.49559757 0.33546899 0.38950324 0.64060887 0.35440083] [ 0.58686902 0.54384928 0.44263049 0.5762339 0.42237823] [ 0.22619388 0.54977617 0.38684451 0.77957596 0.58637558] [ 0.64639662 0.48718002 0.44730001 0.53332827 0.34364202] [ 0.38367216 0.43470001 0.33171756 0.5525827 0.43173846] [ 0.1375839 0.63562495 0.49090975 0.84764869 0.58051764] [ 0.60727794 0.47976485 0.46928671 0.50493933 0.34360191] [ 0.50711428 0.45419079 0.52249528 0.5309081 0.44015648] [ 0.36657275 0.58566284 0.34220472 0.57952211 0.47231483] [ 0.68492993 0.57680939 0.43202888 0.41361749 0.32543441] [ 0.67294459 0.40976531 0.36287934 0.46485937 0.39076495] [ 0.44775368 0.61072016 0.41547884 0.62015435 0.51276766] [ 0.29811668 0.55343087 0.39231403 0.61928462 0.43182565] [ 0.5419881 0.49550121 0.40898993 0.46442223 0.47801274] [ 0.61579298 0.54634709 0.52593321 0.36165721 0.52940569] [ 0.51429242 0.59950948 0.46877843 0.65007029 0.52638744] [ 0.86171119 0.31058747 0.58943814 0.30679013 0.33634699] [ 0.56756932 0.66702219 0.4682579 0.56466367 0.37290544] [ 0.90396037 0.36018922 0.49266249 0.15887913 0.27632582] [ 0.48073672 0.69080065 0.31825466 0.73444897 0.42327931] [ 0.4922244 0.34966025 0.60114419 0.79987523 0.41387417] [ 0.67197653 0.49596745 0.62850812 0.34050765 0.51288086] [ 0.2971485 0.52784536 0.50676419 0.77147715 0.54391837] [ 0.31951343 0.59020237 0.3782292 0.82946714 0.4650696 ] [ 0.60132819 0.41667533 0.66130798 0.56566518 0.46707815] [ 0.45898791 0.60687823 0.36012874 0.49308038 0.41578276] [ 0.36469671 0.46736416 0.59496456 0.54875456 0.66859415] [ 0.1607223 0.59911241 0.46335864 0.83218326 0.40123355] [ 0.76793106 0.40890023 0.61652914 0.31942169 0.43726448] [ 0.67206081 0.42307124 0.45048145 0.40183285 0.49878998] [ 0.81679306 0.50433698 0.53716934 0.21909103 0.46341149] [ 0.13484021 0.53065435 0.41450631 0.86635968 0.64067201] [ 0.45131564 0.50537276 0.45285354 0.51911026 0.37859008] [ 0.52523461 0.36841784 0.57695521 0.6977592 0.4249686 ] [ 0.87335612 0.41712492 0.46774287 0.15059802 0.25477961] [ 0.67049787 0.39268074 0.50323519 0.36842048 0.43191815] [ 0.16479598 0.54557417 0.41787779 0.85820496 0.46427472] [ 0.32520673 0.70174706 0.41107664 0.75391019 0.41356513] [ 0.35016138 0.57651432 0.4866956 0.57645092 0.4056849 ] [ 0.32252641 0.48274234 0.52143426 0.59413856 0.51125183] [ 0.2393876 0.60729926 0.39048474 0.71999099 0.51448123] [ 0.8746474 0.41229659 0.52291919 0.16688998 0.33925433] [ 0.56846409 0.52534291 0.54572897 0.37620342 0.36540968] [ 0.46434088 0.54853853 0.47362497 0.6253805 0.43475864] [ 0.53071441 0.57030619 0.44883549 0.69506609 0.55474279] [ 0.64735512 0.43905009 0.50922855 0.28077138 0.41311428] [ 0.42192246 0.55129162 0.52308514 0.54729271 0.4307829 ] [ 0.15259043 0.62529396 0.31275495 0.95059681 0.46163304] [ 0.54845002 0.55490002 0.44027076 0.56423346 0.51643235] [ 0.47932762 0.51640554 0.63665798 0.77914531 0.43647547] [ 0.46477582 0.48319161 0.36466346 0.58340525 0.43542351] [ 0.67342676 0.5977802 0.47550991 0.36514879 0.56481289] [ 0.69661589 0.5352684 0.47511433 0.51289985 0.45109404] [ 0.73582406 0.36264985 0.37320377 0.59876923 0.36660189] [ 0.61440484 0.38947205 0.6740204 0.32408721 0.50896071] [ 0.47945492 0.46497325 0.34088372 0.54119236 0.4241156 ] [ 0.63375346 0.32316015 0.71429247 0.36131729 0.46111092] [ 0.45252834 0.38810951 0.53864483 0.4447306 0.57159477] [ 0.48751054 0.51764875 0.4234614 0.6379664 0.58011512] [ 0.47284442 0.50431383 0.62847015 0.72468306 0.40201898] [ 0.24809091 0.57731784 0.34581376 0.57092135 0.48322064] [ 0.51148031 0.55088184 0.4653012 0.76043159 0.2765986 ] [ 0.42049617 0.66006334 0.39781502 0.73657248 0.34901019] [ 0.31350916 0.56300028 0.54904841 0.80226188 0.38905932] [ 0.71610839 0.43769868 0.59088058 0.45260927 0.38735822] [ 0.11114999 0.65752186 0.42475182 0.89113574 0.5199523 ] [ 0.6014844 0.46179814 0.43475405 0.66159419 0.31302142] [ 0.37352219 0.52147497 0.48362354 0.65883119 0.62521919] [ 0.42178862 0.4328784 0.42268868 0.64649306 0.43253625] [ 0.39756567 0.56904861 0.40874256 0.69808239 0.41256964] [ 0.37015027 0.56587447 0.47545913 0.56288665 0.45624469] [ 0.60455281 0.45502211 0.51229688 0.66055445 0.34348325] [ 0.8523368 0.43391981 0.48860129 0.35606189 0.31511851] [ 0.44445767 0.757914 0.25778247 0.71023862 0.42579101] [ 0.79329484 0.4213846 0.5532295 0.09604075 0.45001431] [ 0.65722871 0.45804813 0.48089921 0.47233737 0.51847637] [ 0.47585977 0.53678591 0.52473494 0.77621682 0.45694497] [ 0.40762796 0.5893543 0.43536584 0.58862295 0.4146544 ] [ 0.1768343 0.56293725 0.46954817 0.81204852 0.47906639] [ 0.66916783 0.54857729 0.35878656 0.49064241 0.4890589 ] [ 0.82673365 0.31352008 0.64637293 0.1851251 0.43904662] [ 0.20003222 0.46236645 0.39528295 0.81646552 0.50238231] [ 0.6410944 0.47224885 0.46481227 0.53996671 0.46405038] [ 0.16293084 0.72057545 0.35491223 0.79755047 0.49862168] [ 0.27559614 0.62971393 0.43507505 0.75911706 0.36041827] [ 0.71007078 0.50082447 0.42182122 0.50952591 0.31687072] [ 0.73632026 0.41530438 0.42275492 0.45950682 0.47642496] [ 0.07796007 0.71904873 0.41011264 0.94384577 0.60424634] [ 0.55047805 0.48036026 0.52150301 0.46845585 0.54177308] [ 0.77820767 0.34230671 0.49621307 0.28293408 0.42762569] [ 0.24032203 0.6230836 0.37746624 0.82738544 0.52156496] [ 0.73719584 0.60249169 0.43442932 0.32546018 0.46548815] [ 0.9199676 0.28039442 0.52572929 0.17183209 0.34060307] [ 0.90911428 0.32588637 0.5559069 0.12541488 0.29243073] [ 0.12590349 0.64070018 0.30045209 0.93375992 0.46385725] [ 0.50663842 0.58205812 0.45313018 0.52337156 0.34499645] [ 0.19250835 0.54821276 0.36659263 0.73894698 0.44451204] [ 0.28870352 0.60410588 0.46006218 0.73684297 0.54872598] [ 0.87224235 0.38362393 0.39981196 0.27379849 0.37969945] [ 0.87579646 0.3394136 0.50838037 0.22115198 0.34402389] [ 0.81836333 0.45304814 0.56892557 0.3215601 0.40600108] [ 0.85121314 0.36001263 0.54224102 0.34882941 0.29793054] [ 0.16594792 0.55990789 0.50385216 0.81799241 0.64015763] [ 0.87718901 0.3352776 0.49161517 0.13896511 0.34916689] [ 0.16349944 0.67833919 0.38302946 0.81506676 0.59320887] Progress: 24.5% ... Training loss: 0.621 ... Validation loss: 1.085[ 0.68164196 0.39558506 0.39893506 0.21305987 0.42219942] [ 0.27751589 0.47508823 0.51644476 0.58931392 0.62979975] [ 0.8981906 0.39454959 0.56134809 0.20501975 0.38154314] [ 0.10834946 0.49378761 0.46354982 0.92526803 0.66889823] [ 0.38461366 0.50387764 0.51512846 0.6957066 0.49823424] [ 0.56810269 0.49670537 0.52592508 0.41715167 0.40440512] [ 0.64559767 0.49705743 0.46021965 0.43720602 0.4182366 ] [ 0.66975974 0.38899995 0.47715501 0.33242123 0.38640461] [ 0.64874385 0.30434527 0.64019462 0.33130646 0.56697003] [ 0.75334176 0.50550973 0.57769927 0.49617556 0.37887351] [ 0.17246522 0.76408844 0.39098527 0.80310193 0.58884208] [ 0.56872817 0.45643319 0.57775109 0.56098062 0.43729086] [ 0.42572609 0.60993974 0.35201034 0.66487841 0.46465651] [ 0.69170792 0.47324716 0.34329761 0.469063 0.39636885] [ 0.59339455 0.50511023 0.46952808 0.702287 0.36013131] [ 0.61119966 0.56434369 0.52412107 0.5213081 0.50757577] [ 0.62377718 0.41744913 0.35313583 0.36140692 0.42560249] [ 0.66657541 0.44051283 0.46636677 0.40992619 0.39824645] [ 0.65046502 0.51012578 0.54558964 0.4636763 0.43477853] [ 0.58017311 0.4642109 0.43719404 0.30821016 0.38898856] [ 0.2078439 0.62668262 0.31812034 0.82000273 0.45925578] [ 0.52344914 0.36433177 0.68409135 0.48977866 0.40321416] [ 0.55757023 0.25390121 0.52720909 0.48691338 0.40965246] [ 0.1365836 0.54111448 0.31273267 0.86510041 0.5794131 ] [ 0.54916801 0.56991853 0.53828096 0.5548572 0.52234553] [ 0.63132818 0.53059513 0.4974485 0.60751919 0.45727955] [ 0.67326484 0.46117131 0.42533696 0.40307538 0.35810323] [ 0.42566818 0.58132102 0.33502236 0.61090052 0.42994447] [ 0.36360053 0.40564906 0.390418 0.58855232 0.41464236] [ 0.45134024 0.44924803 0.50018009 0.65580986 0.40734496] [ 0.10109958 0.55190363 0.38049596 0.92886119 0.44922801] [ 0.44050261 0.53176622 0.44683672 0.74487888 0.3995556 ] [ 0.24818339 0.65557516 0.50708447 0.81470212 0.56194086] [ 0.83399325 0.42041273 0.55946573 0.27807256 0.44306329] [ 0.59432545 0.38300831 0.54673614 0.38900449 0.5781736 ] [ 0.66114132 0.33119459 0.54330899 0.52539096 0.32233989] [ 0.23616435 0.57282208 0.48120919 0.87636458 0.56275718] [ 0.69357707 0.49082936 0.44244423 0.38110267 0.30920119] [ 0.29049242 0.46842266 0.68101267 0.71390362 0.55575534] [ 0.2777503 0.46450449 0.66463399 0.78377417 0.51027115] [ 0.32817897 0.57709764 0.53871346 0.55164954 0.42341868] [ 0.51437337 0.53076707 0.41261741 0.81280165 0.4052128 ] [ 0.64526468 0.44217727 0.3833634 0.45083377 0.37413974] [ 0.77012086 0.35142361 0.60051792 0.27643671 0.36215725] [ 0.27385789 0.53368884 0.44225424 0.55875306 0.51865328] [ 0.26563842 0.53439227 0.43983857 0.78754506 0.60833418] [ 0.31638817 0.6238898 0.33353667 0.74143187 0.40486475] [ 0.40965717 0.39322227 0.67330887 0.54724389 0.38320376] [ 0.63522808 0.43459024 0.55916609 0.71820461 0.31860033] [ 0.74793305 0.49912027 0.51985939 0.46097662 0.41675793] [ 0.41888351 0.42747762 0.48733925 0.72896664 0.45609001] [ 0.27066429 0.5947177 0.43117025 0.80377605 0.31485448] [ 0.77823153 0.342262 0.49623283 0.28294765 0.42760027] [ 0.76918048 0.37466995 0.53972306 0.31254476 0.34222819] [ 0.15748258 0.63243072 0.42981452 0.9169123 0.54598303] [ 0.38978542 0.50463211 0.44175804 0.77915239 0.34079441] [ 0.39495388 0.51692749 0.60481914 0.51166359 0.5429368 ] [ 0.43919545 0.47006271 0.43032588 0.70898584 0.31048156] [ 0.73499015 0.33393666 0.51189384 0.15204159 0.3203409 ] [ 0.28189888 0.61827758 0.32954529 0.81686065 0.48736384] [ 0.30405864 0.64095846 0.37991256 0.79379296 0.43683064] [ 0.63225223 0.48946663 0.59421609 0.55582445 0.43591671] [ 0.45467414 0.55869253 0.59094355 0.69850691 0.52013516] [ 0.37649931 0.72883507 0.36671505 0.69755842 0.41051143] [ 0.37507994 0.66543507 0.40022277 0.61413634 0.51105759] [ 0.35369848 0.63471634 0.48814231 0.65441427 0.57021183] [ 0.23055189 0.66021943 0.4038364 0.77005506 0.49340733] [ 0.51867351 0.46034669 0.53297625 0.48236198 0.49269585] [ 0.49882068 0.54651225 0.53124089 0.53288389 0.42225049] [ 0.73512946 0.51189405 0.4836024 0.46480628 0.4040496 ] [ 0.42639787 0.5236781 0.45313795 0.7858433 0.40825501] [ 0.80118224 0.26481303 0.46381113 0.16894998 0.33290527] [ 0.50890069 0.57724921 0.69700738 0.62711217 0.46450075] [ 0.69513113 0.45486086 0.43647152 0.4328901 0.3776667 ] [ 0.56144414 0.584302 0.38074337 0.59295663 0.30308667] [ 0.62539115 0.4386967 0.5600336 0.53278416 0.45954907] [ 0.50234919 0.67076845 0.53125807 0.64155769 0.43994337] [ 0.18624829 0.57422858 0.38963438 0.86598922 0.51751842] [ 0.38368179 0.68409489 0.48650975 0.66235039 0.44444035] [ 0.24977145 0.69501355 0.33044558 0.75712278 0.51331642] [ 0.5951 0.59431256 0.57620877 0.4127411 0.52423656] [ 0.48955293 0.45237779 0.51489323 0.64037497 0.34268451] [ 0.40252787 0.48601601 0.54497178 0.65179527 0.44782162] [ 0.39766583 0.69267623 0.4053137 0.67003578 0.53462775] [ 0.77776925 0.43380081 0.48353921 0.35463276 0.44622168] [ 0.55609785 0.37987789 0.38986489 0.32751475 0.33056952] [ 0.46553274 0.6436456 0.49504076 0.43067126 0.65424381] [ 0.34306429 0.4984972 0.42199209 0.78746571 0.45146319] [ 0.23784376 0.52757069 0.37358227 0.79433674 0.45590863] [ 0.26827589 0.69177146 0.30769025 0.86107827 0.51172028] [ 0.45142852 0.51855666 0.51449483 0.73698264 0.40605305] [ 0.65857296 0.4924054 0.5685168 0.50372205 0.44261143] [ 0.55419594 0.37761517 0.60134982 0.49669245 0.39160494] [ 0.14620618 0.71053465 0.45050829 0.73957128 0.59191387] [ 0.77978075 0.38779627 0.595395 0.38755718 0.41415619] [ 0.6744659 0.58218085 0.47663854 0.55228709 0.38921868] [ 0.48118999 0.4497998 0.54629894 0.67519638 0.54257328] [ 0.50571274 0.45311784 0.48463197 0.77879358 0.42417826] [ 0.82780756 0.25216057 0.52073954 0.2609857 0.4213333 ] [ 0.44642165 0.54474172 0.4240677 0.60790472 0.32912005] [ 0.38165559 0.47928638 0.4022553 0.59113875 0.5160376 ] [ 0.78371964 0.3794853 0.62556966 0.30911922 0.49728089] [ 0.31951947 0.53544921 0.46364304 0.59948599 0.42971874] [ 0.44446618 0.38482165 0.43780601 0.57467852 0.38858672] [ 0.4530707 0.50645488 0.55380217 0.69958575 0.45674675] [ 0.52649854 0.42519388 0.37771118 0.4860132 0.37908691] [ 0.61348251 0.47288183 0.33473828 0.43840152 0.39724225] [ 0.33360431 0.52571998 0.49993404 0.73587928 0.53731706] [ 0.40153636 0.54595798 0.48011424 0.49112978 0.59202866] [ 0.45278662 0.55020838 0.50755976 0.42145026 0.53671728] [ 0.59358325 0.46058202 0.40994332 0.36979272 0.38399396] [ 0.44653145 0.61122622 0.41525331 0.62080661 0.51296952] [ 0.68454276 0.44866954 0.50940105 0.40611161 0.39291491] [ 0.20572668 0.53580761 0.328689 0.84423944 0.40898738] [ 0.82372362 0.36452455 0.63479823 0.17175575 0.36380377] [ 0.73597929 0.41636558 0.58737092 0.31486536 0.50911774] [ 0.3916626 0.60921869 0.48268262 0.69844404 0.49664151] [ 0.2225237 0.60819408 0.39318837 0.73444131 0.48354939] [ 0.2687291 0.56137953 0.53612606 0.6895729 0.50287357] [ 0.49296391 0.51779904 0.36862868 0.58034535 0.35287929] [ 0.64610078 0.45307649 0.53556833 0.50785568 0.47467058] [ 0.57316765 0.37857544 0.5749848 0.28400524 0.50771639] [ 0.41310137 0.55026741 0.36107164 0.57099476 0.42712099] [ 0.48584548 0.42645139 0.38942584 0.60612375 0.41346825] [ 0.46267947 0.53276042 0.5102596 0.64497622 0.58007109] [ 0.58729373 0.62932978 0.41172041 0.55498708 0.41742642] [ 0.527317 0.54223289 0.41774613 0.50058654 0.47009187] [ 0.23962092 0.43774735 0.40560512 0.79595946 0.41384023] Progress: 24.6% ... Training loss: 0.621 ... Validation loss: 1.076[ 0.38653201 0.61807361 0.46113429 0.77774947 0.51226148] [ 0.19689933 0.62190024 0.50838662 0.88884658 0.40804224] [ 0.74478082 0.47869613 0.55036418 0.39831943 0.44853137] [ 0.41327948 0.58819389 0.41620538 0.69076779 0.33081004] [ 0.6993907 0.50341147 0.46399908 0.32717903 0.4034114 ] [ 0.55415494 0.46029772 0.45548284 0.46251686 0.47575098] [ 0.50668867 0.44153567 0.50795658 0.66644522 0.33071654] [ 0.55068679 0.43736813 0.33024445 0.53680668 0.29540496] [ 0.1926156 0.58624232 0.44880679 0.76128076 0.54380712] [ 0.52407283 0.54845165 0.49949776 0.45657038 0.42482869] [ 0.25468455 0.57155909 0.36081874 0.75710778 0.50943331] [ 0.78694307 0.54287542 0.53136688 0.37458315 0.41343344] [ 0.26437465 0.77315969 0.40017585 0.73121877 0.51443023] [ 0.65497283 0.51804365 0.52375494 0.32085306 0.56081297] [ 0.63564875 0.47179908 0.40861697 0.38758846 0.49976586] [ 0.3872366 0.4889028 0.58790805 0.65644729 0.54534171] [ 0.59951244 0.48216485 0.45780503 0.54095176 0.5109131 ] [ 0.20219161 0.63195102 0.53615492 0.83519547 0.57576117] [ 0.43760001 0.66522494 0.40221152 0.78753084 0.52023275] [ 0.85469869 0.44086846 0.43370799 0.14704092 0.23840374] [ 0.8451877 0.44325591 0.45587788 0.23382688 0.41608276] [ 0.26343011 0.52473054 0.43115374 0.80256048 0.40781527] [ 0.47244949 0.48531055 0.56978488 0.72080252 0.47104345] [ 0.63975367 0.49168272 0.55964012 0.43096571 0.52113446] [ 0.52150307 0.5024256 0.46038805 0.41533306 0.42685526] [ 0.59834956 0.41722201 0.45933957 0.6275169 0.31520428] [ 0.61834453 0.42595369 0.41949959 0.48622051 0.43689196] [ 0.65432837 0.3803785 0.44118198 0.40981998 0.40042784] [ 0.26752152 0.56544122 0.50836133 0.79055973 0.53442901] [ 0.44079268 0.45173329 0.3506778 0.63778726 0.48075603] [ 0.41579527 0.53967227 0.42350179 0.62782821 0.50579217] [ 0.58414657 0.41101964 0.56469721 0.3331059 0.47904261] [ 0.33668363 0.56871937 0.52085154 0.68557447 0.47840001] [ 0.64376208 0.50585333 0.62084683 0.39404483 0.42047489] [ 0.86250687 0.40988937 0.5606531 0.19678501 0.40925325] [ 0.52171577 0.47075905 0.52601999 0.33358606 0.39754223] [ 0.31887058 0.56515958 0.47124005 0.69194928 0.45028586] [ 0.52508838 0.43140333 0.45442381 0.49740618 0.49947866] [ 0.50494068 0.60247868 0.50860806 0.51641968 0.46794786] [ 0.72677462 0.36663257 0.52958689 0.20481471 0.39776438] [ 0.33199372 0.54361296 0.49697619 0.66342937 0.57330038] [ 0.57267935 0.45741697 0.40070982 0.43374789 0.44831913] [ 0.2537917 0.58149381 0.48808029 0.84532266 0.41085699] [ 0.73903704 0.38476188 0.38607607 0.33086511 0.3633154 ] [ 0.16521939 0.54283148 0.52012748 0.87923493 0.51087939] [ 0.45025805 0.60044963 0.56358188 0.57717079 0.44523098] [ 0.83901487 0.37878723 0.45752342 0.23125503 0.31545874] [ 0.26083417 0.52477716 0.42941205 0.73169857 0.43581633] [ 0.34848553 0.56403201 0.49827845 0.67083317 0.52766003] [ 0.1424356 0.59896639 0.4710665 0.80247706 0.622134 ] [ 0.80949672 0.5128424 0.5813274 0.28683926 0.46066923] [ 0.37833436 0.53585874 0.38468188 0.69017849 0.39415048] [ 0.23974064 0.55148341 0.60478265 0.75417267 0.65477489] [ 0.18843023 0.68442274 0.40658468 0.75003651 0.44702808] [ 0.19547821 0.59922122 0.41332821 0.76426648 0.48952646] [ 0.29698787 0.51623133 0.41581764 0.64572607 0.70179532] [ 0.78312638 0.32596407 0.56074043 0.26216336 0.52658797] [ 0.45887062 0.44333422 0.57534061 0.42069869 0.68732859] [ 0.71604446 0.5074404 0.53718989 0.52510053 0.40466387] [ 0.53778058 0.34337899 0.43523343 0.37116025 0.50308778] [ 0.42859305 0.6136591 0.43621726 0.52894229 0.51181074] [ 0.83722482 0.38581833 0.4384497 0.13855977 0.30306618] [ 0.9024781 0.42607174 0.48269453 0.20387311 0.35805643] [ 0.37450036 0.66570633 0.40010265 0.61438855 0.51118505] [ 0.44123919 0.62550706 0.44891751 0.70122571 0.54232831] [ 0.71940306 0.51267504 0.54078969 0.44413227 0.4799703 ] [ 0.60590105 0.59363539 0.52355112 0.45059315 0.39317963] [ 0.69348254 0.42612212 0.4265539 0.46743735 0.54601515] [ 0.40653376 0.67572906 0.29797853 0.6933948 0.36417519] [ 0.7210924 0.31977359 0.65578931 0.24833667 0.56136619] [ 0.56398995 0.54002594 0.45160131 0.54561282 0.383407 ] [ 0.2549161 0.50658997 0.40563136 0.60506648 0.68770895] [ 0.69940251 0.40797919 0.59435638 0.50390862 0.37852231] [ 0.56600083 0.60608538 0.41698926 0.64209383 0.38189811] [ 0.69073685 0.5999341 0.48646694 0.55872829 0.31602489] [ 0.40506953 0.65149173 0.51851425 0.68202993 0.60867821] [ 0.16504796 0.56582979 0.51489368 0.90203313 0.51731259] [ 0.51017721 0.49523397 0.51493454 0.69014792 0.46606531] [ 0.72160841 0.36644916 0.57216351 0.23874593 0.36619339] [ 0.8588164 0.38913544 0.56771004 0.2253775 0.3773095 ] [ 0.63747963 0.47131671 0.34103784 0.3944306 0.3466853 ] [ 0.73545745 0.60424171 0.48127891 0.51829873 0.34641146] [ 0.3059265 0.59739778 0.58028898 0.79984099 0.480899 ] [ 0.64139245 0.57888073 0.50375828 0.60302607 0.44912989] [ 0.58654695 0.34015895 0.6568482 0.59384809 0.43994929] [ 0.70192391 0.57080929 0.37870966 0.60366811 0.38579983] [ 0.21852516 0.53152349 0.53584431 0.80206539 0.67246761] [ 0.29556256 0.51038688 0.50532204 0.69201036 0.51512895] [ 0.41338091 0.57611013 0.34488256 0.60026512 0.52940022] [ 0.36492814 0.48010476 0.52198922 0.80538361 0.48784359] [ 0.57967326 0.47964805 0.52806692 0.54843033 0.38498721] [ 0.74687318 0.41882922 0.43243801 0.29925547 0.3049507 ] [ 0.18151589 0.55825588 0.41801353 0.78973269 0.43147195] [ 0.69952062 0.52105004 0.57310638 0.41139921 0.44068176] [ 0.81441563 0.36869065 0.50757141 0.25951601 0.44500069] [ 0.24683662 0.52080426 0.48463084 0.80361588 0.472177 ] [ 0.38674902 0.50427247 0.50761537 0.4726927 0.5149168 ] [ 0.15370989 0.49720773 0.51213931 0.7926187 0.53179664] [ 0.20710197 0.67534103 0.45771296 0.81553461 0.45561104] [ 0.61599301 0.50422836 0.53765444 0.39421429 0.46510629] [ 0.31929096 0.44043559 0.44141111 0.73959332 0.63824681] [ 0.67252731 0.33822365 0.59137122 0.30800394 0.4013658 ] [ 0.6835717 0.52199231 0.55156041 0.41800658 0.42427695] [ 0.63086228 0.48226206 0.50066296 0.44816398 0.54802611] [ 0.68234164 0.51620967 0.45732693 0.31439016 0.48377452] [ 0.19188677 0.5952072 0.4451381 0.80760396 0.42083145] [ 0.47233861 0.60615947 0.49706684 0.51137227 0.48410613] [ 0.57194259 0.43856114 0.7167479 0.65771187 0.41107943] [ 0.87889399 0.32650685 0.64004133 0.23373156 0.34368846] [ 0.52123356 0.39538949 0.67066197 0.54683549 0.4601305 ] [ 0.41009911 0.45659964 0.54993766 0.5347193 0.49572261] [ 0.28355928 0.63919575 0.50619367 0.71095194 0.56613323] [ 0.48076786 0.48104728 0.48780416 0.7253008 0.39989417] [ 0.67707787 0.45481272 0.62536119 0.33219444 0.33167166] [ 0.65920846 0.62789788 0.55130724 0.54309115 0.38809515] [ 0.68278567 0.52051638 0.46856019 0.38001904 0.5204332 ] [ 0.59219841 0.53972099 0.467352 0.45803531 0.35388211] [ 0.27144125 0.58399946 0.52754437 0.79891701 0.47719638] [ 0.80903241 0.37641134 0.49166886 0.32631837 0.42522366] [ 0.61676514 0.59442099 0.29423664 0.60667782 0.2871831 ] [ 0.76779053 0.44297088 0.51424738 0.26467671 0.2778554 ] [ 0.66362454 0.324897 0.53752515 0.30822204 0.5823227 ] [ 0.50011417 0.58089288 0.58272045 0.51235997 0.44659755] [ 0.42272219 0.68739331 0.33618137 0.69864852 0.44897128] [ 0.15251706 0.72565815 0.42526889 0.81537506 0.5928039 ] [ 0.70558814 0.52230684 0.51857512 0.37786906 0.46091474] [ 0.79634311 0.41496062 0.58723668 0.26306939 0.40377403] [ 0.67371401 0.56800034 0.44719023 0.65006943 0.35897137] Progress: 24.6% ... Training loss: 0.621 ... Validation loss: 1.078[ 0.48184408 0.41843031 0.61046283 0.54481312 0.39629522] [ 0.20261637 0.77581932 0.29167457 0.84040441 0.45870476] [ 0.44288389 0.46677822 0.44489167 0.40988428 0.50097545] [ 0.34625502 0.48005276 0.4968805 0.48358259 0.49658404] [ 0.34746808 0.47179508 0.45751112 0.65289425 0.5262787 ] [ 0.64621058 0.38345375 0.64376355 0.35947513 0.54143778] [ 0.60015114 0.4319561 0.4715601 0.43188458 0.41159369] [ 0.07036392 0.6158177 0.39182848 0.9304705 0.55362619] [ 0.21697896 0.57476637 0.37656441 0.6680214 0.53733162] [ 0.21194369 0.45992428 0.53668713 0.76680411 0.50568414] [ 0.85272726 0.36661209 0.58772744 0.21245222 0.41204136] [ 0.79395083 0.39784114 0.55205022 0.32063421 0.40103408] [ 0.85032192 0.44748883 0.47210303 0.37231401 0.48659968] [ 0.4299703 0.43301085 0.43200989 0.62929866 0.56699085] [ 0.19057174 0.61896114 0.54853318 0.73595096 0.69881108] [ 0.17297048 0.4673099 0.35881321 0.82330719 0.5095189 ] [ 0.13901191 0.45688507 0.49318453 0.93260924 0.65525387] [ 0.88042846 0.30967837 0.50851607 0.24809173 0.37695764] [ 0.50903866 0.51377556 0.41223857 0.60281536 0.33865736] [ 0.50732516 0.39171161 0.5157596 0.4080636 0.53279922] [ 0.78430934 0.35660617 0.55593172 0.27899582 0.38934736] [ 0.84433647 0.28929202 0.61481182 0.19112436 0.42696953] [ 0.64311782 0.56370334 0.59141334 0.38502452 0.52084886] [ 0.18650538 0.52087862 0.55658596 0.88941913 0.64424902] [ 0.28922462 0.52831302 0.49132854 0.79636864 0.48667309] [ 0.52926778 0.35969795 0.60561867 0.3884757 0.53694917] [ 0.43355372 0.59836887 0.48396902 0.54294466 0.34303176] [ 0.50241262 0.49287502 0.45989614 0.72355865 0.50022283] [ 0.28108306 0.4930773 0.55887062 0.79235142 0.53335591] [ 0.89324724 0.27605242 0.67688161 0.17895288 0.38486211] [ 0.80911221 0.40602559 0.35383903 0.30856585 0.29603759] [ 0.50834153 0.637866 0.48294064 0.64932523 0.39439979] [ 0.56017078 0.47918303 0.53098479 0.50997395 0.40823639] [ 0.24356962 0.51723703 0.51121408 0.87109569 0.58761004] [ 0.51522892 0.58239405 0.40790419 0.63299381 0.5834735 ] [ 0.62630634 0.38448827 0.50202133 0.27641056 0.51469948] [ 0.75404148 0.59066006 0.45360314 0.49357888 0.42894403] [ 0.63334229 0.52630065 0.55680814 0.48599713 0.43527247] [ 0.92910717 0.39035328 0.56905218 0.11628132 0.366013 ] [ 0.81258026 0.4334595 0.50976374 0.25663847 0.45236274] [ 0.76376926 0.47826895 0.42264583 0.2393737 0.23060186] [ 0.28689933 0.449124 0.60220961 0.64790957 0.52016745] [ 0.65947965 0.62066509 0.49408939 0.51263708 0.45182619] [ 0.72775769 0.44617417 0.59613429 0.32207504 0.53203973] [ 0.25434845 0.62626474 0.35524188 0.81168372 0.56461987] [ 0.81411271 0.35967879 0.56412009 0.22671255 0.38675748] [ 0.49796021 0.42489226 0.45576086 0.45676082 0.32669229] [ 0.17357455 0.69494294 0.28822932 0.873178 0.6067497 ] [ 0.41768592 0.34416731 0.63152678 0.5918276 0.5779644 ] [ 0.12932511 0.62583259 0.44591566 0.79398082 0.53223237] [ 0.70016677 0.50956986 0.53530264 0.43342334 0.46965721] [ 0.77322591 0.52579238 0.36710225 0.40894857 0.35588064] [ 0.58948751 0.50385388 0.45115728 0.42529328 0.45439554] [ 0.57017034 0.37472662 0.54359403 0.34831055 0.5287871 ] [ 0.82809178 0.51197422 0.42108947 0.41215633 0.40540214] [ 0.49039023 0.58646968 0.47083144 0.52522013 0.39704143] [ 0.84615263 0.53346268 0.45680172 0.2852168 0.41880998] [ 0.76698722 0.2715064 0.44304927 0.35089437 0.33606733] [ 0.30712025 0.51461515 0.45620895 0.70463863 0.38232905] [ 0.56654353 0.56334676 0.44696181 0.39602549 0.56085758] [ 0.87120543 0.30731718 0.49739735 0.24847441 0.37543612] [ 0.69717359 0.39213421 0.53302591 0.23448908 0.41108431] [ 0.6422913 0.39186493 0.51111285 0.31959355 0.55051255] [ 0.35716379 0.6206047 0.42353719 0.68521909 0.44095768] [ 0.87165182 0.44623106 0.54026737 0.17797449 0.36244358] [ 0.47452973 0.52975963 0.58228759 0.63947331 0.57770917] [ 0.61054398 0.42337621 0.51416841 0.39136023 0.48968067] [ 0.90163324 0.41212899 0.50140467 0.31427574 0.34908853] [ 0.33531129 0.53190695 0.62052561 0.56282949 0.54994212] [ 0.53121348 0.4527262 0.47918066 0.30853166 0.4439632 ] [ 0.49757332 0.54021515 0.39301575 0.60703482 0.54974982] [ 0.37668566 0.63268754 0.27948004 0.71878995 0.40536114] [ 0.71640938 0.31802433 0.64572472 0.20476383 0.54005989] [ 0.20663447 0.60660336 0.48555362 0.6504162 0.55356096] [ 0.31446137 0.56180722 0.46473233 0.75695814 0.40554191] [ 0.46623986 0.5580219 0.51256746 0.63385539 0.51668153] [ 0.48056068 0.46558722 0.51772814 0.60569126 0.29697047] [ 0.70694044 0.5230842 0.54196622 0.50986773 0.39841444] [ 0.25489668 0.58093358 0.48831402 0.84488625 0.41065238] [ 0.76282756 0.50770185 0.61836873 0.28903569 0.4988121 ] [ 0.71914388 0.56548185 0.2687755 0.52932212 0.39900105] [ 0.42160882 0.51885056 0.50768725 0.80472175 0.37574071] [ 0.66264139 0.52919564 0.46454362 0.57762251 0.44209141] [ 0.31568553 0.66019132 0.38491653 0.70056784 0.40600414] [ 0.18633312 0.69744573 0.47520586 0.77780967 0.53957767] [ 0.37257029 0.43091067 0.36527917 0.64648879 0.41035067] [ 0.75585684 0.53183009 0.47885398 0.51207617 0.38804645] [ 0.43791698 0.37619478 0.49030752 0.48902761 0.49762762] [ 0.42290003 0.5228818 0.54825625 0.60499188 0.39613097] [ 0.59795895 0.45610514 0.56916123 0.36893186 0.5195022 ] [ 0.54020953 0.44422989 0.51431447 0.70202863 0.33748208] [ 0.32562426 0.46566478 0.53321062 0.72202167 0.41313643] [ 0.78482133 0.40157913 0.33059758 0.19878635 0.26399789] [ 0.58202956 0.49275589 0.46520118 0.43888498 0.48944916] [ 0.17690824 0.5970705 0.44424515 0.91296616 0.59315134] [ 0.85343725 0.40886146 0.44302999 0.1578702 0.26472946] [ 0.76616383 0.41753692 0.53457182 0.32773264 0.40091974] [ 0.69158035 0.33111897 0.5393152 0.27798918 0.43800589] [ 0.51732023 0.46300096 0.61701767 0.31710877 0.57275051] [ 0.23880434 0.54612787 0.56788653 0.79892584 0.48347488] [ 0.82397098 0.32797928 0.59225711 0.19847199 0.41795169] [ 0.2339029 0.57043946 0.57728003 0.76171716 0.57671052] [ 0.16780757 0.60843233 0.42339239 0.83061732 0.43635795] [ 0.78782082 0.31243887 0.60769712 0.25145477 0.37422502] [ 0.20709145 0.58654645 0.5788732 0.87536463 0.56426297] [ 0.5382752 0.35341812 0.52981008 0.30416122 0.40206253] [ 0.83522204 0.42801813 0.53680411 0.28147858 0.41872915] [ 0.54288987 0.46271719 0.66393508 0.61755505 0.48133865] [ 0.53539758 0.56829203 0.43266673 0.53336116 0.50603042] [ 0.64594899 0.37964094 0.59171867 0.47601077 0.36178661] [ 0.09522976 0.57513949 0.47946137 0.89981463 0.62962167] [ 0.32411917 0.61815886 0.47303249 0.70468989 0.50454355] [ 0.14540047 0.48537039 0.41496061 0.85651901 0.46361493] [ 0.44966244 0.47238365 0.50839911 0.54156806 0.42844999] [ 0.16621288 0.54180603 0.46424521 0.68764639 0.4835521 ] [ 0.48587246 0.39945663 0.48553082 0.51217402 0.40796958] [ 0.35482647 0.61874028 0.49401579 0.62920567 0.50324531] [ 0.56128911 0.54647059 0.42524577 0.48567113 0.44048837] [ 0.27824819 0.42800601 0.49214538 0.73651021 0.4248321 ] [ 0.25413183 0.46367869 0.44145311 0.85707548 0.50644056] [ 0.62453769 0.51117153 0.42823498 0.49332089 0.54281965] [ 0.1577003 0.56603321 0.50259541 0.85658868 0.48807404] [ 0.63396678 0.57791274 0.32452251 0.58630089 0.53540397] [ 0.20068841 0.67155966 0.48381186 0.78197362 0.51733589] [ 0.34738234 0.44307832 0.59432067 0.72614414 0.51847282] [ 0.62400813 0.41747391 0.35312713 0.3611438 0.42561811] [ 0.55076071 0.35128539 0.54276629 0.44734148 0.3807005 ] [ 0.46500952 0.51002634 0.47015891 0.43815332 0.44583723] Progress: 24.6% ... Training loss: 0.620 ... Validation loss: 1.078[ 0.66790512 0.38991982 0.47675036 0.33352582 0.38673647] [ 0.82172645 0.53436742 0.47736038 0.29030933 0.30413238] [ 0.29784795 0.73191003 0.39763722 0.74721514 0.53722793] [ 0.79765781 0.40693589 0.4522849 0.22842642 0.30682373] [ 0.42595013 0.4652057 0.5243807 0.50067982 0.54609628] [ 0.86614263 0.37022147 0.50386005 0.1427289 0.35632225] [ 0.29359129 0.60071422 0.47281274 0.81487359 0.48639684] [ 0.3216578 0.64393255 0.35260028 0.71592569 0.512544 ] [ 0.56153794 0.54642347 0.42525921 0.4854436 0.44047593] [ 0.8746376 0.35390459 0.5856195 0.1329168 0.29900235] [ 0.55962409 0.62647734 0.48710775 0.56286797 0.53095196] [ 0.67786918 0.43298268 0.39101673 0.34902869 0.3476994 ] [ 0.68252956 0.44217506 0.64075511 0.24059243 0.48704125] [ 0.34595173 0.56146223 0.5254251 0.69877831 0.39859803] [ 0.82895032 0.44557986 0.59001005 0.34402433 0.39003741] [ 0.63330117 0.59016462 0.45103596 0.46904791 0.55522132] [ 0.44169773 0.4720091 0.52918833 0.62629623 0.4653084 ] [ 0.42361646 0.57738302 0.34619099 0.56605403 0.42928327] [ 0.55410888 0.45016351 0.58728579 0.38366142 0.54223957] [ 0.65558491 0.38613337 0.48938334 0.33044505 0.43674545] [ 0.16607643 0.63674948 0.48884341 0.68206499 0.57901453] [ 0.20952051 0.59967393 0.43970553 0.8859461 0.5600793 ] [ 0.64634489 0.50001521 0.47811441 0.50919836 0.39752036] [ 0.18647938 0.67218519 0.40571433 0.75560838 0.58071109] [ 0.67243611 0.36601827 0.41035665 0.32130751 0.38535858] [ 0.67453215 0.50443697 0.48281215 0.53462627 0.40846417] [ 0.27832367 0.58472565 0.37449772 0.73736186 0.57178583] [ 0.75897549 0.49393232 0.56106292 0.40489553 0.36987754] [ 0.35368941 0.45404481 0.41276036 0.69918613 0.4957282 ] [ 0.53291958 0.66763801 0.29444495 0.65563551 0.35637367] [ 0.8735086 0.31857374 0.68681789 0.14825851 0.40248823] [ 0.19472466 0.47833745 0.38785852 0.84499933 0.53176298] [ 0.56889345 0.45077919 0.47361117 0.53078241 0.4144418 ] [ 0.46329987 0.57228364 0.5777239 0.47810202 0.32596049] [ 0.61545517 0.51334073 0.63268293 0.55439692 0.42869108] [ 0.49482667 0.49230024 0.4646032 0.54898003 0.57229925] [ 0.81452823 0.40863188 0.61184072 0.2236464 0.43833064] [ 0.53504056 0.59788768 0.49267817 0.46796676 0.40956474] [ 0.6556081 0.53667413 0.44517429 0.53410983 0.35542395] [ 0.80077009 0.5365238 0.41836072 0.47275262 0.3859899 ] [ 0.40917958 0.51963862 0.43937034 0.78029685 0.54157613] [ 0.6048535 0.48865372 0.41380132 0.45483016 0.37664958] [ 0.42174268 0.54740656 0.40254795 0.59089524 0.61307434] [ 0.41248267 0.62526895 0.39480876 0.67936761 0.4664988 ] [ 0.45707564 0.53361416 0.58223617 0.7549619 0.41979992] [ 0.35758042 0.67577767 0.44202126 0.70287196 0.47431967] [ 0.74379796 0.40222249 0.41127589 0.35330163 0.3934422 ] [ 0.52226981 0.41834032 0.51169158 0.49063999 0.47558968] [ 0.57198192 0.53899311 0.45168816 0.57191169 0.52584086] [ 0.2395356 0.66173481 0.37747263 0.86815846 0.61143995] [ 0.45873996 0.44967699 0.5706367 0.45780976 0.6625873 ] [ 0.56877596 0.49279358 0.39676991 0.31238075 0.38003402] [ 0.38621291 0.50453545 0.50751214 0.47315921 0.51500323] [ 0.27071197 0.63434585 0.39730129 0.70714961 0.45533083] [ 0.17363364 0.5922099 0.52707624 0.91015043 0.64171607] [ 0.11625041 0.56869726 0.45012689 0.87946669 0.57921232] [ 0.53555276 0.43670304 0.40855359 0.54019502 0.4690968 ] [ 0.73447258 0.27269702 0.6294028 0.2627338 0.35400811] [ 0.76569664 0.5599395 0.44745069 0.47505915 0.30232132] [ 0.79972425 0.4097096 0.58169623 0.22979469 0.43464439] [ 0.42879566 0.38466086 0.40268854 0.56214394 0.50308084] [ 0.65307614 0.54414012 0.5177573 0.47996188 0.52525991] [ 0.11479346 0.55560836 0.46463254 0.81651442 0.55884319] [ 0.64226165 0.45738649 0.53903383 0.32613228 0.51805218] [ 0.23100307 0.55496444 0.444697 0.85410177 0.53261162] [ 0.78193944 0.40684314 0.43268016 0.38100377 0.311941 ] [ 0.76379434 0.51415559 0.38748432 0.36962312 0.32492754] [ 0.627039 0.43801015 0.6666861 0.64172204 0.36441698] [ 0.51190063 0.64442777 0.57487221 0.68698882 0.49155174] [ 0.60744655 0.31553141 0.58333901 0.35563397 0.59410559] [ 0.77228601 0.29663604 0.59753308 0.3461298 0.45778155] [ 0.23119717 0.52240489 0.57497608 0.84914308 0.4932873 ] [ 0.4422517 0.5323673 0.59557742 0.56504752 0.51650959] [ 0.53765594 0.52828661 0.40839423 0.59363607 0.41717883] [ 0.60073745 0.45013346 0.59343874 0.60238469 0.33705464] [ 0.62891546 0.41074754 0.54998623 0.37978012 0.497455 ] [ 0.73714575 0.54546892 0.49438951 0.50794971 0.43006321] [ 0.32751441 0.52617284 0.54704927 0.71323286 0.52670953] [ 0.35337515 0.63769129 0.40838141 0.64612872 0.36159543] [ 0.19347131 0.47871281 0.38988972 0.54374629 0.72949521] [ 0.45942699 0.47955772 0.5446696 0.56580738 0.58646826] [ 0.44296648 0.6026324 0.4652865 0.56686045 0.39706479] [ 0.6140905 0.34816381 0.5312606 0.43217659 0.55262261] [ 0.88436036 0.36117431 0.68752094 0.20078694 0.3685452 ] [ 0.77227091 0.41259931 0.57457042 0.38924906 0.40994927] [ 0.2246053 0.47466857 0.38079086 0.86103053 0.44086223] [ 0.403107 0.60900733 0.31123024 0.72998605 0.35176106] [ 0.15924919 0.61791271 0.43142217 0.68373304 0.5485988 ] [ 0.38857468 0.62946205 0.3936264 0.64940969 0.45663329] [ 0.7130667 0.31451814 0.47947286 0.17345218 0.40863528] [ 0.26041128 0.49522596 0.6221878 0.7975143 0.46423026] [ 0.51914863 0.46052456 0.56492655 0.7059267 0.34028147] [ 0.09384431 0.63418017 0.45750074 0.92854799 0.48929669] [ 0.26824321 0.51827117 0.45864413 0.6796623 0.56125392] [ 0.12473034 0.64304731 0.41716607 0.91637025 0.54529488] [ 0.45487333 0.61025455 0.41887602 0.7493782 0.51763087] [ 0.4241274 0.34171837 0.57052996 0.68204191 0.41231059] [ 0.81673775 0.37023237 0.58633195 0.16620936 0.45728892] [ 0.19562089 0.72406839 0.29665637 0.85778071 0.58103301] [ 0.41897688 0.43017748 0.4222438 0.55879834 0.50994945] [ 0.37224763 0.62640003 0.48996911 0.74792115 0.44772322] [ 0.85957461 0.39480574 0.38725065 0.28175269 0.40310125] [ 0.37235895 0.70531729 0.55102371 0.65133077 0.60790258] [ 0.19200355 0.54320879 0.56121363 0.8211447 0.57153858] [ 0.42318696 0.63064865 0.40361612 0.63880436 0.41865687] [ 0.89770527 0.32844396 0.61131442 0.14846195 0.40992696] [ 0.38864436 0.61272628 0.43069276 0.76875078 0.59127813] [ 0.53842067 0.48970809 0.54386782 0.41296305 0.54878402] [ 0.54203637 0.40368 0.54447409 0.73874711 0.29722644] [ 0.69198419 0.36813296 0.54852105 0.37198745 0.4998672 ] [ 0.34739579 0.47187167 0.45747972 0.65297473 0.5263167 ] [ 0.57785603 0.45850645 0.55851604 0.45948561 0.47409967] [ 0.46686418 0.49028629 0.49915279 0.50164469 0.47403829] [ 0.71517463 0.45011971 0.51869219 0.33457796 0.35774767] [ 0.56771681 0.56611456 0.35326103 0.45637145 0.31401519] [ 0.79117233 0.42452922 0.29763953 0.35081735 0.37039148] [ 0.75115141 0.29099924 0.53747493 0.32304909 0.44282942] [ 0.37735926 0.70904964 0.25858227 0.73143676 0.41343581] [ 0.34609794 0.52263235 0.60142383 0.75145092 0.60972956] [ 0.198881 0.64125836 0.48165229 0.74888229 0.59620419] [ 0.11970271 0.62163268 0.33073482 0.90874559 0.55129437] [ 0.41883847 0.53806588 0.53223978 0.69753029 0.45876878] [ 0.19110443 0.65931427 0.46210681 0.82531775 0.48925488] [ 0.83182749 0.36015292 0.69054166 0.21668773 0.42926673] [ 0.56643785 0.41370962 0.43121378 0.43412754 0.48704383] [ 0.36436516 0.547829 0.36915318 0.55054045 0.43447459] [ 0.52507873 0.53504727 0.44813211 0.51877633 0.49378332] [ 0.74712618 0.48806926 0.34956853 0.41308166 0.32408562] Progress: 24.7% ... Training loss: 0.620 ... Validation loss: 1.076[ 0.31583748 0.4518193 0.47984302 0.77688167 0.41216668] [ 0.92503314 0.39930879 0.51302855 0.16224811 0.29439586] [ 0.72495522 0.55576256 0.51386714 0.52619973 0.38865697] [ 0.27848158 0.53639759 0.5744867 0.83802166 0.48830549] [ 0.37841279 0.47437928 0.45707054 0.64126001 0.53544156] [ 0.71939554 0.42826477 0.60375075 0.32194103 0.40179432] [ 0.74756965 0.58022594 0.45426207 0.48650942 0.35874898] [ 0.53323498 0.53564858 0.67079212 0.51710205 0.51618814] [ 0.88466885 0.26331739 0.51485382 0.191925 0.30392876] [ 0.48489788 0.60203116 0.49773342 0.58944398 0.30251729] [ 0.22612524 0.62081759 0.63865441 0.81711801 0.59392539] [ 0.31668968 0.41777014 0.60579468 0.75793699 0.52147792] [ 0.26254969 0.58093621 0.3369053 0.81106291 0.48893808] [ 0.73186338 0.46369904 0.58787701 0.30794902 0.42353105] [ 0.55735399 0.41510108 0.67421214 0.65539259 0.46023729] [ 0.33882741 0.60750681 0.43795011 0.7515344 0.38940709] [ 0.12041174 0.58566343 0.44899059 0.86966602 0.48776775] [ 0.70176135 0.42010436 0.58987922 0.41136326 0.42828595] [ 0.36729044 0.56247513 0.46143647 0.56419826 0.43310027] [ 0.60749992 0.33648955 0.58220072 0.35594704 0.60724255] [ 0.59127099 0.5124108 0.47100542 0.64240657 0.3299371 ] [ 0.18489147 0.72174764 0.26605283 0.89481654 0.55584457] [ 0.65649099 0.45853747 0.44616338 0.37436448 0.46923675] [ 0.30223051 0.59717446 0.47447997 0.77050764 0.47968825] [ 0.77109076 0.46167608 0.43340554 0.43593168 0.44227695] [ 0.22083043 0.60891647 0.40623844 0.84467588 0.60358979] [ 0.39383619 0.40723759 0.55562901 0.73567773 0.55614421] [ 0.7307793 0.47385053 0.58283594 0.28856358 0.44357626] [ 0.21270914 0.44534469 0.47340218 0.76940351 0.54602981] [ 0.83442314 0.33811961 0.49802512 0.23557136 0.37088149] [ 0.61749394 0.60981313 0.31734189 0.65642267 0.31084203] [ 0.13184327 0.6459954 0.30670705 0.89153629 0.61631866] [ 0.36947553 0.53986946 0.39047373 0.64987761 0.35083761] [ 0.2830686 0.64645679 0.42555242 0.68123576 0.53043214] [ 0.3978695 0.57239745 0.49934879 0.82359449 0.41220007] [ 0.57806326 0.38395361 0.38788073 0.50235284 0.44324233] [ 0.52367845 0.41815551 0.59443872 0.74240657 0.40401106] [ 0.0923035 0.53258841 0.33164613 0.95235902 0.52586941] [ 0.73232155 0.5581119 0.43851262 0.37822995 0.40325863] [ 0.47809315 0.55561152 0.48604546 0.7640603 0.39819702] [ 0.6413238 0.47889134 0.54379274 0.55289183 0.41367946] [ 0.46422756 0.50005421 0.57454297 0.58566742 0.46332211] [ 0.51370701 0.55774175 0.42669645 0.50644239 0.422537 ] [ 0.86772772 0.31758242 0.5892091 0.23965122 0.33391025] [ 0.64190881 0.27983338 0.35471236 0.30616863 0.39740199] [ 0.77769767 0.26240969 0.52874593 0.27927019 0.44299899] [ 0.45327111 0.33033165 0.5212418 0.56214937 0.50857656] [ 0.15620412 0.68276454 0.45566177 0.82918018 0.60510997] [ 0.35860475 0.59385258 0.34162137 0.66725582 0.48563322] [ 0.54947682 0.57743076 0.53213974 0.57443885 0.45428439] [ 0.59535543 0.5979706 0.4898469 0.59868344 0.4218042 ] [ 0.61684896 0.34779171 0.63899252 0.24316604 0.52388842] [ 0.19195885 0.57516474 0.3304218 0.87653402 0.38785105] [ 0.5544074 0.45007107 0.58731799 0.38351136 0.54221254] [ 0.53078881 0.54688943 0.41721676 0.51628923 0.30599084] [ 0.74668819 0.42268305 0.53087324 0.23051625 0.4778883 ] [ 0.53288873 0.44332911 0.58755422 0.61685979 0.42625381] [ 0.88730038 0.36154704 0.48272173 0.15056335 0.28072683] [ 0.58536125 0.42317333 0.40585558 0.53846575 0.42155776] [ 0.77609035 0.3523102 0.56721484 0.26688992 0.58399267] [ 0.55882307 0.4855963 0.53786412 0.61608794 0.42180224] [ 0.50393575 0.3972976 0.67262274 0.3710149 0.51216828] [ 0.4713394 0.63071229 0.37918138 0.51322816 0.36747396] [ 0.71041398 0.51189129 0.6196673 0.61465812 0.33064182] [ 0.47928449 0.47897597 0.57097614 0.54804231 0.58836904] [ 0.84402743 0.43966212 0.56034098 0.2233113 0.41187606] [ 0.23706147 0.46817413 0.60402523 0.82047174 0.57339121] [ 0.54607946 0.42141638 0.54220596 0.25125895 0.57227777] [ 0.45760933 0.44286083 0.49989253 0.37546462 0.61268754] [ 0.37868241 0.52863461 0.55754559 0.8422072 0.4634327 ] [ 0.31961534 0.53571197 0.46352191 0.59946198 0.42984563] [ 0.63379172 0.32696723 0.58045656 0.32761114 0.33986473] [ 0.12994158 0.62090784 0.53833998 0.86428918 0.58763764] [ 0.3963764 0.535357 0.60055754 0.75680178 0.59413495] [ 0.68114556 0.39889908 0.5467541 0.39858698 0.36409838] [ 0.40677016 0.60660387 0.54084375 0.74560629 0.43073801] [ 0.66165494 0.43227882 0.44635217 0.67447209 0.39632947] [ 0.27744027 0.47191841 0.51257743 0.65898052 0.63790893] [ 0.12533512 0.58968284 0.44519148 0.72380082 0.49734217] [ 0.82681715 0.40334736 0.50981749 0.25316781 0.40191262] [ 0.20365579 0.74711982 0.40220679 0.79965632 0.55768734] [ 0.70827233 0.43851829 0.53644224 0.40374628 0.32143111] [ 0.52986566 0.54019636 0.4344454 0.39623338 0.47814107] [ 0.71505824 0.2925198 0.43064992 0.33155465 0.4591785 ] [ 0.65322957 0.37873372 0.59554745 0.58593306 0.38463311] [ 0.75410712 0.46222811 0.50539624 0.27812504 0.4112562 ] [ 0.10439563 0.61705335 0.44686709 0.83112565 0.48866345] [ 0.25781647 0.63216198 0.475702 0.75698129 0.53716873] [ 0.83396331 0.3864994 0.38262841 0.16698272 0.30344826] [ 0.49387792 0.36021301 0.47005314 0.44441227 0.43575286] [ 0.70855959 0.33710606 0.62101328 0.41946021 0.39722018] [ 0.3651979 0.67985025 0.39042026 0.73071611 0.3648929 ] [ 0.74005245 0.44767617 0.62332972 0.28365577 0.5075598 ] [ 0.3280516 0.53992731 0.41148811 0.71940055 0.40724624] [ 0.61202476 0.31884909 0.42407102 0.42186445 0.56815448] [ 0.70895312 0.3908808 0.59679519 0.29094193 0.44974388] [ 0.24689023 0.42895534 0.3947957 0.80925081 0.44035332] [ 0.393259 0.53075236 0.43318221 0.57106828 0.56807752] [ 0.52367845 0.41815551 0.59443872 0.74240657 0.40401106] [ 0.29737266 0.60726969 0.45783027 0.58066845 0.47690535] [ 0.63569316 0.55991812 0.59057013 0.50401929 0.43824795] [ 0.85027798 0.28444584 0.57986986 0.11130088 0.43517712] [ 0.86559825 0.37068872 0.50364954 0.14303415 0.35649371] [ 0.56893123 0.49279007 0.39676519 0.31232012 0.38003432] [ 0.22398657 0.64987159 0.33558956 0.80230761 0.52814239] [ 0.26775865 0.51058602 0.47306613 0.80114466 0.57750553] [ 0.75517471 0.39588894 0.57097317 0.27463376 0.45591867] [ 0.31156364 0.69503829 0.46531709 0.82667263 0.60079405] [ 0.89496579 0.30438686 0.60866493 0.16198022 0.37963483] [ 0.84472565 0.34312537 0.46627445 0.27078502 0.37992121] [ 0.17795992 0.67324286 0.48253211 0.90542308 0.54974615] [ 0.69359073 0.49107708 0.44233177 0.38097844 0.30927507] [ 0.15065994 0.51837802 0.55833147 0.783087 0.55503717] [ 0.45107593 0.6173494 0.56243127 0.56746237 0.53573276] [ 0.48988082 0.49604077 0.524262 0.64120315 0.40532888] [ 0.85310962 0.44305323 0.55324262 0.16507361 0.36427636] [ 0.69871439 0.38136365 0.5633478 0.24938375 0.42529632] [ 0.45662286 0.63533535 0.43277498 0.53747255 0.55313591] [ 0.28258681 0.61838099 0.3295051 0.81653836 0.48745708] [ 0.60598821 0.43555914 0.62656981 0.5333027 0.4400865 ] [ 0.62494772 0.46158754 0.5447979 0.73153626 0.40459507] [ 0.45255025 0.54496785 0.33631743 0.67583588 0.46725555] [ 0.77550507 0.34465025 0.70657041 0.27116203 0.34724009] [ 0.3520969 0.54536582 0.43090923 0.75025379 0.58405345] [ 0.49048454 0.5724913 0.42816375 0.64843466 0.42794269] [ 0.44554508 0.42513881 0.60481053 0.62403798 0.35632692] [ 0.36114933 0.55933676 0.39015248 0.67173931 0.50280703] [ 0.84746883 0.37687713 0.53121783 0.30727303 0.3675908 ] Progress: 24.8% ... Training loss: 0.620 ... Validation loss: 1.077[ 0.81581746 0.370923 0.58602948 0.16664551 0.45756308] [ 0.1702856 0.74948044 0.27334492 0.91921513 0.50280813] [ 0.82022453 0.45499411 0.41073323 0.19677828 0.27543054] [ 0.44152708 0.5315364 0.44691524 0.74474456 0.39948927] [ 0.39153007 0.62852269 0.51365388 0.70481739 0.44214056] [ 0.31724077 0.63730194 0.38898539 0.70284795 0.4526541 ] [ 0.60107538 0.45962983 0.5245102 0.42589912 0.50280324] [ 0.6529578 0.47805012 0.34263427 0.46970321 0.28553925] [ 0.17990721 0.55555047 0.39770278 0.91504183 0.47530394] [ 0.17460848 0.51738887 0.43529322 0.86161259 0.60249702] [ 0.7449782 0.4664491 0.58708849 0.42504417 0.42228548] [ 0.37562869 0.59881236 0.40632653 0.68678956 0.52889176] [ 0.60355727 0.40852655 0.52615108 0.23832725 0.45665386] [ 0.79385263 0.5966948 0.55555159 0.41290651 0.40258859] [ 0.82981182 0.52380706 0.49539254 0.26455027 0.33784873] [ 0.59077625 0.53810603 0.45832785 0.3434356 0.48514935] [ 0.3740506 0.50050855 0.41301266 0.68250807 0.4587673 ] [ 0.5266866 0.55462706 0.37067668 0.60036533 0.36902183] [ 0.22179863 0.45923284 0.66303135 0.66863957 0.51978504] [ 0.59560928 0.68051482 0.34979895 0.63850903 0.37414601] [ 0.53427387 0.41738454 0.48598103 0.65524271 0.325513 ] [ 0.38444811 0.6698426 0.43537924 0.71429395 0.44469281] [ 0.23087074 0.47621978 0.51849311 0.83374033 0.54222798] [ 0.69926424 0.33573378 0.43956123 0.43796819 0.41153746] [ 0.63114944 0.60940173 0.53697992 0.55352404 0.44072832] [ 0.7553464 0.3855751 0.57100199 0.22999795 0.41890182] [ 0.16013987 0.48070729 0.45957937 0.82959766 0.56907041] [ 0.79196803 0.30129244 0.60708626 0.19726523 0.39387987] [ 0.3069616 0.54214253 0.46152655 0.85092993 0.46593752] [ 0.71407631 0.35940293 0.5758716 0.260887 0.46847242] [ 0.26953204 0.41160347 0.52469592 0.80280998 0.46725905] [ 0.39905408 0.52532247 0.43345629 0.67976394 0.35228363] [ 0.13880921 0.5701671 0.40202053 0.85518255 0.46559281] [ 0.76554267 0.41800857 0.5343664 0.32816073 0.40108048] [ 0.33580546 0.57033404 0.52710899 0.69544055 0.43909299] [ 0.21472014 0.67695409 0.24120703 0.87009696 0.56140512] [ 0.18785036 0.6276651 0.31925065 0.79305017 0.51533817] [ 0.42757661 0.64469752 0.26127041 0.61211558 0.40307275] [ 0.13845097 0.51243855 0.29600175 0.92279726 0.44973808] [ 0.17920088 0.5679488 0.40901566 0.88945895 0.52633883] [ 0.75715123 0.30989445 0.45650891 0.17068316 0.38351367] [ 0.80028753 0.56126408 0.36431187 0.40459113 0.42759333] [ 0.44392791 0.37288269 0.56156733 0.53089799 0.37506566] [ 0.24166669 0.57888058 0.58354935 0.70219066 0.59217179] [ 0.4735677 0.53741688 0.47239614 0.47805459 0.54357407] [ 0.28816255 0.56461345 0.4546921 0.7943671 0.38193117] [ 0.31116213 0.52766304 0.4415972 0.82312089 0.36010585] [ 0.37498894 0.44462768 0.59012158 0.60408796 0.43598206] [ 0.90687184 0.31512326 0.5285203 0.10295659 0.35218929] [ 0.70925013 0.39081556 0.59682348 0.29080002 0.44970112] [ 0.81597267 0.43284542 0.56767133 0.18686468 0.44622536] [ 0.2974476 0.61534167 0.41191798 0.73269964 0.39951633] [ 0.2299308 0.50799283 0.55776998 0.73191661 0.65482618] [ 0.5656072 0.51619654 0.4398844 0.40473023 0.3991521 ] [ 0.49733028 0.45256239 0.41722294 0.4249889 0.43164655] [ 0.1684597 0.52016782 0.53066707 0.63156099 0.62212343] [ 0.16297947 0.58559082 0.53971993 0.85821819 0.58430997] [ 0.4598764 0.44722653 0.58557799 0.61261882 0.33933058] [ 0.21582142 0.51800086 0.41867484 0.8170263 0.57304286] [ 0.57050952 0.50295918 0.53966531 0.41913399 0.38966783] [ 0.78874839 0.44094408 0.40959833 0.20045973 0.29986794] [ 0.71483457 0.50386132 0.409417 0.36821124 0.36191265] [ 0.70174168 0.45917317 0.67798258 0.41042047 0.38222585] [ 0.60423279 0.50527534 0.46022219 0.47398681 0.55426414] [ 0.13433464 0.73720609 0.37653209 0.83149337 0.61175461] [ 0.86454514 0.36832014 0.57472647 0.28321369 0.36312959] [ 0.77844263 0.45131916 0.56635822 0.42787092 0.40031099] [ 0.58931283 0.43425025 0.57972226 0.5412154 0.48626814] [ 0.55243547 0.57259822 0.50643001 0.63985903 0.44766878] [ 0.76653713 0.32593419 0.6031417 0.25535457 0.36123666] [ 0.27058832 0.50863215 0.51731051 0.84684302 0.37223209] [ 0.43081831 0.61170925 0.53027337 0.637981 0.57495484] [ 0.19356377 0.59434009 0.44548579 0.80671046 0.42055317] [ 0.26315893 0.73512286 0.29935359 0.75097326 0.45121989] [ 0.60869727 0.36145002 0.63510223 0.44111234 0.41502397] [ 0.16789906 0.7069244 0.32855153 0.85761538 0.61582166] [ 0.22391842 0.54864289 0.49432172 0.87928746 0.58527351] [ 0.5437995 0.39191537 0.62382815 0.4996319 0.42216266] [ 0.78853873 0.52325196 0.3684882 0.45272039 0.3255119 ] [ 0.62713939 0.43310714 0.51554306 0.36136209 0.57818776] [ 0.89610869 0.35216623 0.46060191 0.12623909 0.25881256] [ 0.41111202 0.6151943 0.43662815 0.64686036 0.37204837] [ 0.55760374 0.37272529 0.57582908 0.522085 0.48737899] [ 0.58944744 0.64744305 0.45249517 0.56944347 0.37240447] [ 0.35844411 0.46994727 0.59530131 0.65741885 0.44092096] [ 0.8275866 0.48937847 0.57128515 0.27664185 0.35373978] [ 0.51727908 0.58711616 0.40735205 0.43808703 0.4487907 ] [ 0.78958374 0.53500929 0.31069643 0.50020437 0.33749806] [ 0.46615004 0.33669153 0.56379891 0.7196294 0.49735558] [ 0.37830653 0.46148727 0.42096361 0.62730041 0.34333132] [ 0.42595946 0.52682175 0.37091403 0.57186632 0.43137177] [ 0.35381967 0.65533934 0.39040614 0.72118021 0.36260303] [ 0.31258838 0.44833175 0.55373541 0.57963222 0.49025152] [ 0.53260438 0.56527967 0.39975692 0.53706653 0.3436626 ] [ 0.34636551 0.50261356 0.50165644 0.51255252 0.50240332] [ 0.91109029 0.31311477 0.50821391 0.17600921 0.32242244] [ 0.48767175 0.44926164 0.60662779 0.33935539 0.51136384] [ 0.70411478 0.49514043 0.36429171 0.49678931 0.30509472] [ 0.72887211 0.5239619 0.50808451 0.41494769 0.37395681] [ 0.85327858 0.36911932 0.56738262 0.18969541 0.40818948] [ 0.51325634 0.46315506 0.60401855 0.44288051 0.45418031] [ 0.37806522 0.70903441 0.25857354 0.73109458 0.41347541] [ 0.70164202 0.40773777 0.38620906 0.34898793 0.43725098] [ 0.81301839 0.53106429 0.28690631 0.41760238 0.31497225] [ 0.58670838 0.54283904 0.58943924 0.52123281 0.36591654] [ 0.44800906 0.5601532 0.4071813 0.77449967 0.44506359] [ 0.46142082 0.62279076 0.38351257 0.68511203 0.29958983] [ 0.54175801 0.35596505 0.45868048 0.4010665 0.42693084] [ 0.48092199 0.39258952 0.52559596 0.5424822 0.38092077] [ 0.81626526 0.48415075 0.35564268 0.47014067 0.24241461] [ 0.10790483 0.56694084 0.41361159 0.92773577 0.52317301] [ 0.49692965 0.51587784 0.40598864 0.41233326 0.48670467] [ 0.3323009 0.44442877 0.3432427 0.71723991 0.52797492] [ 0.75225691 0.46858372 0.52796664 0.31325291 0.4156212 ] [ 0.52045109 0.4541636 0.31400367 0.68592645 0.45794289] [ 0.5711225 0.35057249 0.53594776 0.65914066 0.42514021] [ 0.81439476 0.31082075 0.6010725 0.21730105 0.36806606] [ 0.21608732 0.50665533 0.46856113 0.75341021 0.45144823] [ 0.66643276 0.56476138 0.25718194 0.37642949 0.31032288] [ 0.41642017 0.45287266 0.47397214 0.76076263 0.43764768] [ 0.22078895 0.67308093 0.39540443 0.80126509 0.41172849] [ 0.31190045 0.62147171 0.61630312 0.56394541 0.63101527] [ 0.49156379 0.49544693 0.52450145 0.64046094 0.40510855] [ 0.45912916 0.53686414 0.33566493 0.72761273 0.50546531] [ 0.68845129 0.3918167 0.64550191 0.16841964 0.53347787] [ 0.26371026 0.58196407 0.48954971 0.75682419 0.40748004] [ 0.59281418 0.53982279 0.4672986 0.45793551 0.35391578] [ 0.24070423 0.69433693 0.27834783 0.80829402 0.52257237] Progress: 24.8% ... Training loss: 0.620 ... Validation loss: 1.078[ 0.45291678 0.6066221 0.43978438 0.7889721 0.53095666] [ 0.22433432 0.54741248 0.56690191 0.84746087 0.4173953 ] [ 0.68778806 0.47654029 0.59248443 0.48514425 0.41345258] [ 0.75106616 0.46499513 0.54194584 0.27740442 0.47431451] [ 0.47423917 0.39559843 0.42159042 0.5256503 0.60075901] [ 0.07368333 0.68617008 0.4112386 0.9369182 0.5904512 ] [ 0.30417389 0.49507311 0.50442535 0.63835454 0.44895371] [ 0.52137226 0.520739 0.43191638 0.56074799 0.56763518] [ 0.25244461 0.6826132 0.43160022 0.72095543 0.3844281 ] [ 0.85091411 0.33647616 0.42538557 0.21424952 0.45144957] [ 0.82507619 0.35061251 0.42811372 0.27194981 0.39452901] [ 0.71758427 0.3199653 0.4633516 0.30029919 0.37629807] [ 0.47904963 0.44814538 0.44066096 0.42083918 0.4821557 ] [ 0.83640093 0.37962139 0.62376666 0.20510379 0.4265505 ] [ 0.38639911 0.52991003 0.41420434 0.57576535 0.55782612] [ 0.8665331 0.36063606 0.50385308 0.26091722 0.4249981 ] [ 0.35774101 0.64082233 0.47026581 0.68236379 0.63311276] [ 0.58755272 0.34413142 0.51987691 0.64910098 0.31673965] [ 0.73618191 0.36882943 0.47725257 0.37663866 0.52010227] [ 0.52380394 0.40987828 0.5908725 0.65238602 0.40770962] [ 0.5616966 0.59567023 0.36843756 0.53553226 0.35389762] [ 0.28990491 0.62522372 0.48887477 0.74319279 0.33649297] [ 0.28499881 0.69688189 0.4437217 0.74613999 0.47025882] [ 0.47001384 0.42951881 0.37852435 0.54117406 0.44184039] [ 0.51891447 0.54952043 0.63278103 0.46069284 0.47601895] [ 0.40281413 0.59538228 0.47978951 0.72427656 0.39210527] [ 0.13752367 0.63002147 0.33304303 0.85851107 0.58225898] [ 0.56949025 0.52616871 0.38736645 0.62817581 0.51528668] [ 0.1991377 0.62746347 0.3060248 0.85087263 0.50604044] [ 0.15606622 0.60066887 0.45678997 0.87335735 0.52680475] [ 0.66643275 0.46206368 0.61884715 0.25502996 0.58467638] [ 0.24980991 0.54204718 0.55390293 0.7155804 0.67792754] [ 0.84336241 0.42677463 0.3956396 0.33459613 0.28980819] [ 0.60107638 0.40636063 0.47606815 0.44856643 0.44940797] [ 0.3821413 0.52047978 0.5122591 0.59468653 0.5442038 ] [ 0.41479168 0.39708014 0.51246275 0.66279754 0.38449207] [ 0.36002211 0.5061103 0.6205789 0.7483211 0.48584784] [ 0.64478368 0.45667257 0.54750155 0.39830138 0.52659324] [ 0.41946472 0.4469214 0.62111909 0.67683339 0.34929592] [ 0.64565809 0.48038306 0.49475946 0.47604648 0.45779666] [ 0.89952452 0.30184454 0.64440282 0.13752636 0.33171839] [ 0.58456251 0.64070681 0.41095262 0.52682428 0.4120566 ] [ 0.76172108 0.39772137 0.50538744 0.29808061 0.38942829] [ 0.68833805 0.45805827 0.57316575 0.34182254 0.40517132] [ 0.45344122 0.47196563 0.53238478 0.66742764 0.42401484] [ 0.62686987 0.54206878 0.36530961 0.60946373 0.37272311] [ 0.23767854 0.62591639 0.44361829 0.82735607 0.54023376] [ 0.26922193 0.49382599 0.47848908 0.71715972 0.37220537] [ 0.45226478 0.61705054 0.56255361 0.56687794 0.53562257] [ 0.44264509 0.46723733 0.44468654 0.41013099 0.50116707] [ 0.37428215 0.53269318 0.62180237 0.52433596 0.601178 ] [ 0.67028429 0.35623981 0.6437134 0.35059369 0.48201494] [ 0.68206267 0.38925364 0.46681181 0.27451498 0.32082425] [ 0.24203832 0.46288639 0.46677468 0.82233224 0.5192678 ] [ 0.75292902 0.3963875 0.47856987 0.29381658 0.49911358] [ 0.48098946 0.6567285 0.37990572 0.6719339 0.49257389] [ 0.70663132 0.54323348 0.45273746 0.47958516 0.34867101] [ 0.8326907 0.42684252 0.40356123 0.35277272 0.29135608] [ 0.65523298 0.42080608 0.5363532 0.26279614 0.47015913] [ 0.53792907 0.40683381 0.46525755 0.67330995 0.45768101] [ 0.18977252 0.57549368 0.48651202 0.89463828 0.496331 ] [ 0.40083813 0.54531189 0.52640766 0.65513874 0.56241943] [ 0.59624037 0.36080694 0.492998 0.51050223 0.48373261] [ 0.468184 0.48556562 0.44608831 0.65429547 0.26812453] [ 0.72612312 0.50123771 0.39912538 0.37369924 0.34909114] [ 0.22118206 0.58255725 0.4587582 0.73838706 0.4457234 ] [ 0.52813053 0.69876564 0.4248811 0.66236543 0.46263683] [ 0.8352718 0.46849667 0.52840959 0.37689233 0.39632153] [ 0.45051498 0.48657755 0.53232745 0.44454481 0.41932623] [ 0.4118357 0.49985378 0.51709177 0.67705285 0.37386719] [ 0.27417454 0.61411405 0.41955014 0.73615 0.43965511] [ 0.75416622 0.42342467 0.4669448 0.40401126 0.46941326] [ 0.81471039 0.34097452 0.56181427 0.24471562 0.42129519] [ 0.11058261 0.69636611 0.33836667 0.88458041 0.38350653] [ 0.27219928 0.59465855 0.43117335 0.8030548 0.31490769] [ 0.42049016 0.51421905 0.4524932 0.60929338 0.39416243] [ 0.89658713 0.47765886 0.50960161 0.14844284 0.34988202] [ 0.83760763 0.34478869 0.49740675 0.20399884 0.39295858] [ 0.66326576 0.37971032 0.51521604 0.42351143 0.43836741] [ 0.34435589 0.6386646 0.3773295 0.86569501 0.58677366] [ 0.46449062 0.52657065 0.42764497 0.67812807 0.34057164] [ 0.78399715 0.52743988 0.38422679 0.31776716 0.31193746] [ 0.58820452 0.51961981 0.41347436 0.77589122 0.41084066] [ 0.66164533 0.6174552 0.39632096 0.54100616 0.28357041] [ 0.53404734 0.6676053 0.29443531 0.65479394 0.35642239] [ 0.85526247 0.34465331 0.54707002 0.21591191 0.37226606] [ 0.81143147 0.49298238 0.35146928 0.47774642 0.25524107] [ 0.66760194 0.32306196 0.57063121 0.27335608 0.57898958] [ 0.35303654 0.55210131 0.47813086 0.53391588 0.65582427] [ 0.76669073 0.4285115 0.4784224 0.24269004 0.39612759] [ 0.52636058 0.66474636 0.40806338 0.7961832 0.49464671] [ 0.39602297 0.51670308 0.60491088 0.51163866 0.54285333] [ 0.53864855 0.52807721 0.40846188 0.59285682 0.41713627] [ 0.23570542 0.55140445 0.46594501 0.77417764 0.56921923] [ 0.40928088 0.5530682 0.38724793 0.65444582 0.3463742 ] [ 0.50940847 0.43553205 0.49934606 0.55967705 0.32874043] [ 0.38406981 0.58691946 0.46451211 0.59625543 0.66070285] [ 0.2480287 0.63836205 0.39340742 0.89229658 0.53343423] [ 0.83573969 0.39508081 0.45244484 0.33848156 0.50074283] [ 0.17163011 0.59703457 0.49160569 0.8184604 0.64255338] [ 0.5002011 0.67213935 0.61863467 0.58105976 0.51629511] [ 0.43351322 0.52758579 0.45752495 0.61340724 0.52841206] [ 0.67482387 0.34532196 0.5185929 0.4668795 0.46119988] [ 0.61582712 0.5848142 0.52338979 0.48880076 0.37691536] [ 0.60961042 0.5169053 0.46115722 0.52394412 0.36289432] [ 0.23132479 0.5599409 0.59008476 0.81570263 0.44246464] [ 0.72548084 0.51099003 0.35727018 0.33564191 0.33431991] [ 0.75239337 0.48512101 0.54057716 0.44062057 0.41241529] [ 0.71021931 0.34451381 0.67170971 0.40977085 0.41432599] [ 0.45286138 0.43313928 0.48137635 0.49471748 0.43171679] [ 0.45445745 0.48987403 0.37397932 0.63411779 0.43237635] [ 0.87603544 0.45139877 0.45271743 0.19623637 0.34179993] [ 0.15654724 0.68919313 0.4109037 0.88819328 0.63314392] [ 0.87383003 0.41837595 0.46083596 0.17238361 0.32898698] [ 0.47085363 0.43065484 0.46936491 0.64574205 0.4997868 ] [ 0.2578968 0.5403843 0.53159703 0.61592752 0.60451805] [ 0.33706446 0.56885942 0.52078121 0.68555567 0.4784723 ] [ 0.6866243 0.49808313 0.4133056 0.54320466 0.33846361] [ 0.40651668 0.64759927 0.53915196 0.64658004 0.59822559] [ 0.51071864 0.4960149 0.55287604 0.50171476 0.42978004] [ 0.74510227 0.42314102 0.47048838 0.24438773 0.35715106] [ 0.13533341 0.71199285 0.41408901 0.81187974 0.61566882] [ 0.3196084 0.53910411 0.54841793 0.71070582 0.58550798] [ 0.84769932 0.50914321 0.43088583 0.32637459 0.37766909] [ 0.55144844 0.48960381 0.56240835 0.72225895 0.4399636 ] [ 0.31022586 0.49660267 0.50150239 0.74352485 0.52208681] [ 0.17986154 0.69495903 0.32912733 0.77755952 0.55392829] [ 0.85136875 0.35218236 0.51390252 0.16156657 0.35686507] Progress: 24.9% ... Training loss: 0.619 ... Validation loss: 1.074[ 0.42745213 0.58135766 0.33496498 0.6096503 0.43003123] [ 0.47063888 0.55085896 0.58130796 0.4817144 0.52619938] [ 0.50565225 0.54206684 0.62601895 0.64970496 0.43896609] [ 0.4458251 0.50806772 0.44035254 0.67578355 0.38248823] [ 0.68184034 0.40038905 0.47550644 0.31227694 0.49035839] [ 0.70830483 0.52017234 0.59567656 0.41202269 0.42625441] [ 0.30563986 0.50797467 0.41751085 0.76524638 0.37358977] [ 0.72731395 0.61610491 0.50266984 0.52980709 0.40719436] [ 0.66196165 0.49785463 0.53615453 0.31326024 0.42979148] [ 0.56669146 0.60867228 0.44990143 0.47379517 0.28010975] [ 0.28211463 0.61964804 0.36599033 0.70336108 0.53115731] [ 0.51695044 0.54441148 0.3047085 0.64290969 0.50322954] [ 0.6040692 0.4888171 0.40143729 0.60247617 0.43021404] [ 0.50989084 0.53828315 0.48131145 0.56987082 0.45521385] [ 0.92447804 0.32561382 0.61579844 0.11579371 0.28946237] [ 0.38221995 0.48493539 0.50916361 0.56297458 0.37576721] [ 0.66456433 0.58656071 0.47746894 0.41306384 0.56333987] [ 0.57575523 0.57056069 0.57744971 0.56950177 0.3594448 ] [ 0.88344143 0.41628105 0.58966137 0.15443393 0.42363485] [ 0.72458886 0.57262026 0.62937489 0.544904 0.37906359] [ 0.77874504 0.36911467 0.38346037 0.37574565 0.4280655 ] [ 0.13433597 0.73754685 0.37633891 0.83144565 0.61195323] [ 0.68425125 0.54929743 0.29845445 0.70640847 0.39562013] [ 0.60328264 0.37537611 0.40643096 0.50773371 0.46380545] [ 0.56874779 0.53653869 0.59212349 0.73246295 0.44723567] [ 0.73263629 0.51361761 0.48287601 0.46690254 0.40465747] [ 0.70489818 0.53257024 0.43571007 0.35254621 0.4299402 ] [ 0.13741571 0.65370531 0.46391985 0.77762561 0.51706228] [ 0.64427494 0.41865961 0.57698182 0.50583528 0.44923345] [ 0.11628021 0.56944656 0.44280927 0.9087972 0.60022907] [ 0.78646488 0.42766473 0.59500869 0.23032091 0.50118145] [ 0.38213784 0.5677814 0.57566565 0.65496001 0.36012626] [ 0.62488192 0.52804435 0.46565597 0.29123663 0.42755095] [ 0.39049762 0.52551971 0.49832678 0.65290032 0.50680801] [ 0.67266525 0.48748876 0.67763574 0.46283004 0.43587278] [ 0.51246511 0.4851351 0.55223793 0.69626964 0.34953565] [ 0.74292888 0.28421658 0.61980004 0.28774095 0.39870259] [ 0.56175628 0.49482026 0.53280521 0.58317731 0.35884171] [ 0.73051519 0.39478025 0.42728656 0.3222716 0.33070689] [ 0.91715106 0.30432821 0.52804298 0.13374162 0.32872567] [ 0.16593358 0.62516474 0.37729066 0.80938613 0.44205806] [ 0.61244685 0.56767705 0.51113534 0.48405664 0.46005614] [ 0.30422009 0.49303357 0.49000727 0.79741217 0.43597482] [ 0.61357154 0.50872285 0.34524178 0.43910083 0.37375942] [ 0.40348748 0.44396631 0.59061894 0.50386722 0.63913522] [ 0.18228796 0.7504412 0.32369461 0.88678193 0.50008421] [ 0.52408066 0.46923355 0.45340507 0.4340209 0.42144615] [ 0.28366001 0.57932663 0.39629086 0.59877381 0.488976 ] [ 0.50901421 0.44062495 0.4797304 0.61698129 0.49615621] [ 0.73961111 0.43783991 0.54140919 0.26203042 0.47420344] [ 0.7625584 0.55912894 0.42225076 0.30883314 0.36802244] [ 0.68766412 0.41953458 0.4201369 0.32028215 0.36906533] [ 0.69130096 0.50398895 0.33425301 0.51138651 0.37656403] [ 0.39385644 0.55582496 0.40520496 0.54100329 0.43359487] [ 0.69499125 0.43207158 0.44478385 0.12907636 0.3476738 ] [ 0.32445272 0.52081026 0.53788965 0.51460178 0.55548519] [ 0.52868967 0.50580142 0.45034173 0.4234553 0.55517596] [ 0.83618894 0.46006377 0.57110797 0.14482292 0.4527921 ] [ 0.31024218 0.49439242 0.5029739 0.83906938 0.54119118] [ 0.15278818 0.71772497 0.2758863 0.76699873 0.54727725] [ 0.56529367 0.58734015 0.46453342 0.56095965 0.50936943] [ 0.3102688 0.41726407 0.57401143 0.47767184 0.68355993] [ 0.38749042 0.60193929 0.5721846 0.55285128 0.39538274] [ 0.64720171 0.59617135 0.54106723 0.47728594 0.42665197] [ 0.67376767 0.46104543 0.6074861 0.32365055 0.45880703] [ 0.77100097 0.43263587 0.55131332 0.17644685 0.40499035] [ 0.40952332 0.50803994 0.53748722 0.51076061 0.44383807] [ 0.55576921 0.56315819 0.47799132 0.51718375 0.50482834] [ 0.83840222 0.38493826 0.46398228 0.33104101 0.36842071] [ 0.41503431 0.61109168 0.24715001 0.77863811 0.43823539] [ 0.28092201 0.42936932 0.56126523 0.65928105 0.45552032] [ 0.30823089 0.32023579 0.50484569 0.68419645 0.43021776] [ 0.27182612 0.63429474 0.39729072 0.70659121 0.4553685 ] [ 0.66082061 0.44002351 0.44886118 0.36804852 0.36218425] [ 0.49788093 0.43861187 0.28557842 0.51130637 0.44910736] [ 0.269658 0.69206773 0.30753039 0.86041371 0.51201487] [ 0.33843829 0.50172052 0.45419314 0.67683089 0.53648277] [ 0.21971582 0.56150047 0.4716364 0.71687271 0.5424965 ] [ 0.26883638 0.47507601 0.50987777 0.7371279 0.47669736] [ 0.50945811 0.45475161 0.39917313 0.51830053 0.41924299] [ 0.82838241 0.44602804 0.58982972 0.34483576 0.39016147] [ 0.2881128 0.53809048 0.54396733 0.48915246 0.75646051] [ 0.39130239 0.44707607 0.70619714 0.59979319 0.58312698] [ 0.74211114 0.38828136 0.54120623 0.36962429 0.42531338] [ 0.50637208 0.50121432 0.48884827 0.71357181 0.36853677] [ 0.65209744 0.48457388 0.45005272 0.30355403 0.45781377] [ 0.72737889 0.3899791 0.53206363 0.31854817 0.48310002] [ 0.82876268 0.51179782 0.42114897 0.41136774 0.40535008] [ 0.48500206 0.59195766 0.51490012 0.52160776 0.32884076] [ 0.26745977 0.59592445 0.41655854 0.73190759 0.50809744] [ 0.65561802 0.43134679 0.41821481 0.31379014 0.39307561] [ 0.16375642 0.4875138 0.44666409 0.91548288 0.64644687] [ 0.38807748 0.59344552 0.40531144 0.50579178 0.50528495] [ 0.18781182 0.59777734 0.47206652 0.73082056 0.44314329] [ 0.46044273 0.53213453 0.54720894 0.57649832 0.44573412] [ 0.62657314 0.4802456 0.42717969 0.27041799 0.39242677] [ 0.33896761 0.58086895 0.34508062 0.77436892 0.50389741] [ 0.68440421 0.52011247 0.46869499 0.37880694 0.52031546] [ 0.62328578 0.41378756 0.58625472 0.39256336 0.48368334] [ 0.19804658 0.669349 0.4960406 0.75696595 0.46868717] [ 0.65133467 0.44412283 0.52133587 0.4562187 0.36080074] [ 0.27657471 0.5890968 0.44647803 0.76281503 0.45834277] [ 0.47478913 0.44379498 0.59660077 0.68333368 0.39560684] [ 0.59227953 0.47369576 0.51103547 0.50921905 0.43016813] [ 0.5397401 0.59502961 0.47378907 0.46318433 0.39136586] [ 0.38749042 0.60193929 0.5721846 0.55285128 0.39538274] [ 0.65526979 0.50721775 0.36292376 0.7421694 0.36183378] [ 0.45595081 0.56648279 0.60036862 0.64644846 0.57646785] [ 0.67062965 0.47185999 0.36765906 0.40079296 0.34796462] [ 0.25579151 0.66166133 0.41245096 0.65670974 0.56898551] [ 0.28320727 0.4980168 0.51788487 0.60780771 0.59480337] [ 0.75550791 0.40753491 0.63103014 0.26003846 0.48182254] [ 0.27671425 0.56985771 0.32910014 0.83558816 0.33013181] [ 0.34418322 0.65158022 0.42525471 0.8390795 0.48079363] [ 0.58641015 0.3919488 0.53236365 0.72084254 0.41989842] [ 0.52727988 0.56451205 0.51775373 0.49784382 0.50014842] [ 0.80088251 0.45811753 0.56239643 0.28576934 0.43455051] [ 0.61181924 0.44032543 0.50226787 0.4968076 0.40075681] [ 0.57355517 0.57094985 0.51806526 0.53753039 0.38953798] [ 0.21833369 0.67073391 0.44700673 0.79107556 0.57732887] [ 0.63773341 0.35661124 0.51415723 0.25368952 0.4513369 ] [ 0.4256409 0.66809285 0.35234758 0.80552801 0.58272703] [ 0.54394492 0.43422282 0.57531203 0.53075399 0.44478308] [ 0.37577451 0.48279828 0.41068527 0.78143125 0.45137546] [ 0.37883608 0.46866227 0.57603375 0.70981728 0.53367483] [ 0.39742582 0.53513207 0.60063407 0.75643582 0.59407466] [ 0.39263212 0.58490986 0.30956933 0.68695869 0.42087695] [ 0.61664353 0.54720038 0.46489946 0.64835769 0.55945587] Progress: 24.9% ... Training loss: 0.619 ... Validation loss: 1.075[ 0.55177565 0.48639568 0.46448297 0.42568838 0.48775416] [ 0.49911477 0.66203674 0.45959407 0.60423576 0.39634489] [ 0.45262959 0.47246533 0.5321716 0.66789868 0.42419059] [ 0.17494438 0.60617957 0.4665847 0.87814736 0.55023648] [ 0.41930119 0.52451888 0.55549402 0.57622377 0.39600446] [ 0.45074491 0.48413692 0.4055643 0.66757599 0.39273245] [ 0.29341603 0.47512456 0.41186078 0.84657703 0.51119855] [ 0.47874503 0.44832526 0.44058522 0.42099662 0.48221608] [ 0.37327792 0.48112406 0.39229365 0.59590687 0.51191427] [ 0.44376184 0.62874427 0.39539265 0.50593815 0.35150561] [ 0.43039857 0.55423722 0.48851885 0.55055704 0.38261546] [ 0.33553437 0.522112 0.50364695 0.61808959 0.59092318] [ 0.72079036 0.48663998 0.50385608 0.38621385 0.4646882 ] [ 0.69627066 0.53579559 0.47488916 0.51332205 0.45127156] [ 0.56945036 0.49426395 0.42740611 0.50552716 0.43531443] [ 0.63347193 0.41020237 0.65604247 0.44251187 0.4139833 ] [ 0.65436172 0.53756978 0.44479511 0.53514711 0.35573165] [ 0.61862782 0.50792367 0.42514232 0.47363373 0.42854854] [ 0.46935201 0.56196369 0.38594303 0.67531757 0.24460865] [ 0.57476807 0.44836273 0.50447214 0.53580404 0.40375613] [ 0.70349733 0.54129711 0.51942389 0.50557535 0.47438678] [ 0.57637576 0.52948652 0.50523666 0.44957131 0.50866828] [ 0.65701512 0.53443792 0.33219398 0.32023492 0.34333274] [ 0.80825063 0.34360154 0.4054524 0.1920556 0.44648513] [ 0.66354142 0.6040034 0.5015512 0.66642654 0.40932779] [ 0.51542624 0.59338431 0.52900654 0.58414724 0.43464125] [ 0.56700706 0.51588438 0.43998879 0.40376325 0.3990536 ] [ 0.48488159 0.34863966 0.54442401 0.6882183 0.5627116 ] [ 0.22090161 0.62005943 0.49744365 0.89052975 0.61868562] [ 0.6048141 0.30260435 0.46488408 0.30003534 0.44434526] [ 0.28324803 0.47574047 0.46648158 0.79639492 0.41928211] [ 0.09964873 0.61992109 0.46137343 0.89202593 0.49057585] [ 0.2278056 0.54994543 0.38672482 0.77849756 0.58658091] [ 0.70715723 0.47490806 0.56790251 0.35652534 0.44047994] [ 0.2749509 0.62413314 0.49173317 0.85181619 0.59797097] [ 0.42712441 0.66760253 0.35253823 0.8049572 0.58253644] [ 0.61070708 0.46001101 0.52790957 0.70508182 0.35643966] [ 0.50929602 0.63807804 0.48282157 0.6490289 0.39450844] [ 0.41796831 0.49970801 0.48312426 0.71314728 0.37422636] [ 0.73375708 0.48465792 0.47888808 0.43579878 0.35832367] [ 0.31797808 0.60246842 0.36334468 0.73337872 0.42259723] [ 0.18297047 0.72029014 0.31717428 0.82532109 0.48251771] [ 0.5072457 0.45714289 0.51221203 0.7561295 0.51677577] [ 0.68317748 0.54000989 0.41771389 0.41819075 0.36192751] [ 0.18025151 0.640873 0.25299659 0.85757427 0.485981 ] [ 0.89217034 0.37215302 0.65875571 0.1365757 0.39022636] [ 0.51557081 0.55986617 0.50405265 0.51344936 0.56041417] [ 0.81960404 0.37775163 0.58073625 0.16305711 0.42609111] [ 0.40374201 0.65480084 0.51763785 0.71566435 0.59054748] [ 0.73540902 0.53490944 0.48307932 0.4496732 0.43892882] [ 0.49568237 0.62976227 0.34837842 0.59430995 0.34485813] [ 0.30888824 0.59642255 0.58067223 0.79874163 0.4805534 ] [ 0.35134311 0.50336489 0.44928835 0.5027058 0.51070243] [ 0.60096366 0.40643004 0.47603857 0.4486011 0.44942816] [ 0.52586372 0.40799441 0.52022403 0.3808684 0.56483773] [ 0.53822124 0.62573233 0.36815086 0.48011878 0.342873 ] [ 0.70468762 0.47782014 0.54264571 0.38763611 0.37975655] [ 0.3848949 0.71759011 0.37757455 0.8247969 0.48999887] [ 0.50918816 0.37844229 0.49508061 0.60818232 0.59298041] [ 0.50893022 0.51432424 0.41200516 0.60304743 0.3388434 ] [ 0.74077921 0.47918019 0.44938166 0.37789223 0.37950947] [ 0.64763137 0.41736349 0.60118647 0.50058803 0.41558642] [ 0.40042735 0.58661966 0.53147789 0.5824855 0.40937391] [ 0.21864468 0.47534515 0.44725321 0.89298825 0.58806887] [ 0.81751138 0.42336511 0.51143002 0.42022263 0.39671756] [ 0.86572363 0.37062545 0.50368555 0.14300615 0.35642315] [ 0.35281382 0.61017657 0.45465592 0.57601258 0.37948267] [ 0.62030459 0.64565995 0.44814467 0.64287208 0.33834267] [ 0.55619 0.39503887 0.57270197 0.55846511 0.37972493] [ 0.44037223 0.62387225 0.49048249 0.63064723 0.48713735] [ 0.29558439 0.60512124 0.29715493 0.76079576 0.47125141] [ 0.19232969 0.65239385 0.38046317 0.7523647 0.48556241] [ 0.43277788 0.53171629 0.52013157 0.69353747 0.38672198] [ 0.86389665 0.36866626 0.59228041 0.1661137 0.34324377] [ 0.63908844 0.56278996 0.52969256 0.5005984 0.43483608] [ 0.5965771 0.65665433 0.58236583 0.45908971 0.49491581] [ 0.82779034 0.52362156 0.45815112 0.27729209 0.32793083] [ 0.17558941 0.50651394 0.50746294 0.74972189 0.52012075] [ 0.55158701 0.57314917 0.50620026 0.64038483 0.44787012] [ 0.55614788 0.3937238 0.62881346 0.51776353 0.33089446] [ 0.5053182 0.49277006 0.39537474 0.67509439 0.41213562] [ 0.53295387 0.49148475 0.45991322 0.68914868 0.41741169] [ 0.44696351 0.47088438 0.55806055 0.4901884 0.49685101] [ 0.67244825 0.49845238 0.51858475 0.1995897 0.3568707 ] [ 0.29722011 0.58692744 0.36389221 0.76760558 0.45943484] [ 0.66869498 0.38139206 0.51279679 0.44463894 0.43014348] [ 0.64984895 0.37349338 0.57251073 0.34850017 0.48502683] [ 0.80791797 0.44415223 0.57126513 0.31698498 0.30297301] [ 0.44462036 0.52715304 0.35553937 0.56197166 0.47263803] [ 0.57521523 0.47485989 0.43159236 0.58978355 0.37658722] [ 0.60303489 0.53476546 0.48620645 0.45629151 0.39970586] [ 0.18161793 0.63223821 0.41969324 0.82625266 0.61793188] [ 0.16742065 0.64145196 0.35443542 0.79316463 0.40115247] [ 0.78221579 0.29635403 0.64786389 0.23245278 0.46071555] [ 0.14653509 0.63939569 0.43905401 0.75462654 0.58925535] [ 0.22445456 0.59711918 0.37605329 0.86494834 0.34264594] [ 0.70416252 0.45738037 0.49917493 0.31309466 0.3441003 ] [ 0.59079073 0.55808362 0.34347683 0.43590881 0.31910579] [ 0.39862465 0.69304653 0.40510473 0.6694493 0.53489236] [ 0.47691489 0.49766186 0.54274996 0.77156939 0.36818039] [ 0.63402672 0.52278246 0.42723838 0.58447887 0.49314848] [ 0.91543877 0.38906875 0.48896678 0.18920539 0.31911174] [ 0.60066276 0.50025351 0.52422722 0.76275915 0.37211248] [ 0.71407492 0.52227755 0.43488709 0.619581 0.31490253] [ 0.22212891 0.60870333 0.40628259 0.84399497 0.60360131] [ 0.27286482 0.58559242 0.44979552 0.79868976 0.53121271] [ 0.23348284 0.58831588 0.32128629 0.64712452 0.4807901 ] [ 0.59690412 0.4276929 0.49265161 0.42769685 0.3811115 ] [ 0.31050265 0.52839302 0.44129004 0.82339446 0.36037827] [ 0.21779636 0.69613261 0.31040116 0.87247157 0.53469767] [ 0.53150939 0.55871234 0.34151327 0.66911112 0.2483861 ] [ 0.33239572 0.55432689 0.49924871 0.67152432 0.31610742] [ 0.46820242 0.39902532 0.69616936 0.73796254 0.45228009] [ 0.14139578 0.58960544 0.38381321 0.88913417 0.56633915] [ 0.175999 0.52868082 0.39840479 0.66836023 0.68902588] [ 0.50985564 0.54717528 0.40762013 0.67182087 0.32744482] [ 0.22950509 0.55781111 0.57348756 0.8500528 0.53087505] [ 0.72415497 0.39118833 0.56930618 0.26916102 0.34125436] [ 0.78946229 0.50395383 0.39595966 0.31471427 0.33161879] [ 0.26431224 0.52953323 0.49045072 0.604427 0.52252421] [ 0.42809284 0.63658288 0.27034843 0.78247805 0.37147948] [ 0.56623763 0.54154573 0.43469847 0.46427897 0.33675196] [ 0.4819008 0.40503628 0.60130062 0.68338662 0.35611913] [ 0.5633402 0.54089017 0.4512201 0.54612643 0.38371154] [ 0.32659364 0.47242758 0.6634913 0.72661892 0.48290323] [ 0.83407985 0.30241445 0.41699571 0.24913492 0.28374074] [ 0.66169592 0.49953309 0.44613302 0.40374604 0.49395621] [ 0.27711147 0.58662871 0.36419096 0.71157237 0.39291933] Progress: 24.9% ... Training loss: 0.619 ... Validation loss: 1.078[ 0.42801383 0.62165786 0.48642347 0.47312379 0.45229582] [ 0.29998485 0.6073393 0.49122669 0.63356323 0.43007875] [ 0.11553471 0.64816883 0.52654791 0.90362733 0.59905502] [ 0.85240393 0.40988419 0.44259335 0.15844062 0.26497604] [ 0.37175559 0.47696082 0.4381812 0.44835978 0.57550048] [ 0.54347158 0.59638374 0.5252716 0.52163716 0.53115335] [ 0.81959942 0.30986726 0.67732024 0.15198964 0.42177297] [ 0.51216332 0.50837421 0.54419004 0.45157121 0.33973365] [ 0.48939136 0.57072795 0.44644551 0.51311671 0.60160223] [ 0.33547415 0.52213735 0.50363948 0.61808055 0.5909343 ] [ 0.55455287 0.43412494 0.58768286 0.43231341 0.49485531] [ 0.32047397 0.58066734 0.34982401 0.78578081 0.45475116] [ 0.4563617 0.42155351 0.41574641 0.7842247 0.360993 ] [ 0.25238529 0.50420857 0.33039444 0.85812613 0.37456738] [ 0.38079467 0.59507167 0.59749652 0.63304631 0.54944227] [ 0.55737659 0.57599017 0.40279125 0.58487285 0.47355847] [ 0.16895044 0.51138139 0.52995911 0.91830167 0.62990149] [ 0.24622154 0.61288153 0.40893067 0.60773311 0.46345869] [ 0.3572929 0.45974722 0.6254266 0.66756907 0.51563651] [ 0.81546803 0.34050645 0.56201917 0.24402126 0.42110872] [ 0.59895596 0.52656932 0.41894774 0.43766651 0.40863141] [ 0.74687624 0.4053299 0.53582206 0.47017948 0.36291887] [ 0.5289875 0.49746178 0.62131461 0.48209326 0.40017977] [ 0.50296644 0.53690176 0.46912943 0.68479003 0.28571431] [ 0.3568602 0.59130149 0.43315043 0.67009222 0.37073184] [ 0.35288591 0.56129293 0.40088964 0.40188729 0.47624173] [ 0.3337523 0.55892327 0.50985417 0.6544466 0.58637919] [ 0.38992839 0.69198947 0.43361113 0.67237782 0.51101733] [ 0.09278882 0.64416961 0.43865204 0.89366891 0.63469997] [ 0.58876631 0.5975566 0.45565494 0.51942106 0.3603458 ] [ 0.7626607 0.43980185 0.54594564 0.22843665 0.3778071 ] [ 0.37698799 0.66722335 0.41194599 0.71374398 0.51562042] [ 0.76101813 0.41849638 0.3864185 0.31817809 0.42874918] [ 0.65080954 0.33998195 0.62458736 0.58404623 0.45823571] [ 0.60820625 0.56334501 0.42707815 0.49188785 0.44957855] [ 0.72420452 0.49470019 0.58856254 0.42141645 0.44274512] [ 0.23714647 0.49934773 0.53513764 0.73563525 0.43790318] [ 0.2354818 0.57629427 0.48424602 0.78461507 0.53831661] [ 0.75641743 0.54958638 0.49856313 0.33661344 0.39547246] [ 0.60861092 0.46904799 0.50050998 0.28960101 0.288806 ] [ 0.79404762 0.45739901 0.47040983 0.46407078 0.40565875] [ 0.27709318 0.64113141 0.46711787 0.88054735 0.51112544] [ 0.68970801 0.45234647 0.61440991 0.33285822 0.47630043] [ 0.64241208 0.46200408 0.60336037 0.54384065 0.39543631] [ 0.37736715 0.50866555 0.44033815 0.58506648 0.62187363] [ 0.54499779 0.48325213 0.61499254 0.60886589 0.4277563 ] [ 0.70949815 0.47308315 0.59271934 0.24163972 0.56601441] [ 0.87669881 0.44599369 0.51563019 0.17218324 0.29063694] [ 0.15674518 0.56338871 0.565961 0.82416813 0.5881338 ] [ 0.4765145 0.53631612 0.50834108 0.63619426 0.46619718] [ 0.64773611 0.48974711 0.5852112 0.54539545 0.41038788] [ 0.09009854 0.55526837 0.53633736 0.86104624 0.64785983] [ 0.50096851 0.63143702 0.52835251 0.70091013 0.46840808] [ 0.68396834 0.3964964 0.66228768 0.38853275 0.52106043] [ 0.45177529 0.50123141 0.51493737 0.77084584 0.40822998] [ 0.38824911 0.44633501 0.50660914 0.76325979 0.36410782] [ 0.6773652 0.49721389 0.54080657 0.305675 0.55727319] [ 0.46805216 0.48959909 0.51087655 0.39777846 0.65907294] [ 0.65970316 0.44257702 0.52429894 0.3932269 0.57778055] [ 0.50478623 0.49208936 0.46020678 0.72252261 0.49995148] [ 0.29833606 0.55928682 0.38680624 0.67984233 0.45481129] [ 0.54499779 0.48325213 0.61499254 0.60886589 0.4277563 ] [ 0.42174969 0.45080945 0.49678729 0.70755692 0.55080756] [ 0.50844674 0.44232513 0.67119289 0.69261877 0.44615787] [ 0.80979758 0.39372293 0.48816691 0.34057809 0.42808969] [ 0.7461839 0.41924418 0.4926421 0.37015454 0.42979681] [ 0.59954273 0.33408558 0.4997801 0.39263502 0.39371526] [ 0.84810821 0.34811247 0.46730572 0.11864162 0.28172685] [ 0.8914334 0.41382455 0.50876017 0.17102726 0.3996359 ] [ 0.53806672 0.49148872 0.39862952 0.68004754 0.29523502] [ 0.42590855 0.40807007 0.57677223 0.64024476 0.49337889] [ 0.71120672 0.5240908 0.48727372 0.35059863 0.35491411] [ 0.66475673 0.44348906 0.42872139 0.27835145 0.32860087] [ 0.89199845 0.38495666 0.52885695 0.16544846 0.35220171] [ 0.53161382 0.48647036 0.32076182 0.56415668 0.30709438] [ 0.50325986 0.52054505 0.59741769 0.58581482 0.57889013] [ 0.46090507 0.51909554 0.39859542 0.4585748 0.4614154 ] [ 0.50899266 0.55472702 0.37892977 0.53008589 0.39117853] [ 0.47411766 0.44107268 0.48058808 0.79596992 0.46300222] [ 0.52268815 0.36311433 0.50691268 0.56799398 0.33856536] [ 0.50768463 0.38090464 0.52589132 0.78182182 0.45559844] [ 0.81620635 0.44486973 0.41378037 0.26730889 0.34966733] [ 0.1964856 0.57220046 0.44065601 0.72764845 0.49848075] [ 0.44147328 0.47240194 0.52902386 0.62678794 0.46546012] [ 0.82002722 0.35010087 0.46348161 0.17967565 0.2516558 ] [ 0.28199862 0.67502966 0.47505478 0.74297782 0.46823141] [ 0.86921954 0.26929081 0.54829312 0.13606444 0.36992417] [ 0.81687919 0.34282264 0.56596534 0.32054114 0.35162772] [ 0.2791053 0.51413288 0.45488504 0.83967437 0.47900454] [ 0.24414686 0.54393203 0.4364555 0.71776972 0.66106464] [ 0.34504863 0.49842241 0.42200578 0.78690467 0.45148197] [ 0.43749342 0.60091255 0.56631443 0.65745345 0.51109785] [ 0.7633719 0.41841367 0.62893432 0.35053093 0.42287 ] [ 0.67119861 0.51806246 0.40642333 0.49308731 0.35744697] [ 0.29420472 0.44984219 0.34098427 0.79978665 0.47431685] [ 0.51683735 0.45585879 0.45317264 0.60978469 0.30376377] [ 0.23405554 0.49924515 0.50239861 0.76343478 0.61702837] [ 0.81244235 0.32934084 0.54258661 0.19530776 0.37323915] [ 0.42897672 0.48214997 0.59502194 0.72708548 0.51265226] [ 0.39448151 0.45410107 0.5258389 0.76373163 0.4642983 ] [ 0.3878054 0.59365107 0.40522351 0.50587198 0.50538588] [ 0.19536333 0.42186822 0.46543744 0.6228517 0.60754753] [ 0.51520459 0.54352437 0.41681604 0.51207712 0.40564635] [ 0.42789042 0.62526206 0.5523408 0.76587868 0.50511796] [ 0.74584416 0.43572442 0.5112235 0.37175027 0.51824437] [ 0.8442914 0.40511868 0.59591052 0.25623708 0.37801283] [ 0.51317633 0.55121389 0.36397741 0.7197852 0.45019564] [ 0.70978014 0.40368256 0.36988533 0.20757121 0.35340594] [ 0.7798825 0.45757687 0.44881066 0.40234545 0.38454042] [ 0.47876395 0.4483585 0.4405695 0.42099392 0.48223109] [ 0.17010033 0.5648881 0.5268785 0.86753361 0.505593 ] [ 0.25097471 0.53222466 0.36177299 0.8093127 0.37833703] [ 0.06076837 0.60559324 0.50937344 0.84007599 0.48661169] [ 0.37333953 0.55300862 0.36628938 0.61353323 0.45367004] [ 0.47638122 0.50684154 0.53941817 0.75014682 0.46795492] [ 0.12083718 0.59820936 0.45258237 0.93943497 0.53361427] [ 0.60363419 0.41078545 0.44440871 0.61174977 0.30126624] [ 0.48926637 0.60125375 0.56111373 0.40459611 0.63243481] [ 0.53231237 0.55842928 0.34162551 0.66862557 0.24830967] [ 0.37630059 0.5067156 0.65116285 0.84485082 0.43523785] [ 0.87315223 0.34459367 0.44661481 0.20779397 0.30435259] [ 0.46805216 0.48959909 0.51087655 0.39777846 0.65907294] [ 0.35498943 0.55810816 0.55759098 0.78314122 0.56118486] [ 0.39460664 0.65978637 0.48787512 0.69897153 0.48364557] [ 0.10863413 0.70497148 0.44253367 0.85321704 0.62646341] [ 0.83493358 0.40576918 0.51167729 0.35567454 0.4427126 ] [ 0.31010321 0.59200532 0.3772776 0.79589859 0.60523381] [ 0.10978928 0.70506805 0.38690932 0.82376796 0.63003333] Progress: 25.0% ... Training loss: 0.618 ... Validation loss: 1.076[ 0.13448199 0.67430571 0.30169779 0.92235207 0.48918333] [ 0.28734439 0.54432159 0.46488934 0.43163428 0.49519202] [ 0.82618625 0.38146967 0.58751063 0.24561048 0.34367382] [ 0.50960849 0.63045962 0.25001492 0.63670196 0.37405443] [ 0.16259284 0.66758145 0.50548844 0.88831754 0.545238 ] [ 0.69096222 0.42829469 0.50049213 0.30161069 0.43008207] [ 0.30129102 0.54020275 0.5495369 0.5358159 0.5469851 ] [ 0.84029884 0.38370489 0.43146315 0.34154635 0.38922009] [ 0.89434421 0.33038479 0.5773514 0.10525192 0.30140732] [ 0.12157915 0.56389836 0.43074584 0.89022273 0.53349546] [ 0.5126665 0.63237634 0.6369073 0.62263858 0.55055564] [ 0.85445593 0.58492216 0.3410367 0.41248124 0.3839892 ] [ 0.87359667 0.3507861 0.53891568 0.13685778 0.36825564] [ 0.71783938 0.40405334 0.55710932 0.26944889 0.46526374] [ 0.49054982 0.48043157 0.41726683 0.64002275 0.44640518] [ 0.34033751 0.67707708 0.58367664 0.59482239 0.52697653] [ 0.70184954 0.41584837 0.44300091 0.24674323 0.35783023] [ 0.34227835 0.59767984 0.33677036 0.76778993 0.41928443] [ 0.49168895 0.37817047 0.51555163 0.51721487 0.61335614] [ 0.65402071 0.44991846 0.49894392 0.4193202 0.54656311] [ 0.57655771 0.48990981 0.58163103 0.69679024 0.35329726] [ 0.13701962 0.59014202 0.38818904 0.90925291 0.47119082] [ 0.11432835 0.52887729 0.50897446 0.82932764 0.51334273] [ 0.55930862 0.49867983 0.44304843 0.49105306 0.47449898] [ 0.52159576 0.30699043 0.55753584 0.47018969 0.4640726 ] [ 0.32255477 0.63782859 0.41386895 0.70008732 0.43521493] [ 0.56355522 0.51640184 0.58664716 0.67011544 0.37371508] [ 0.63776726 0.53158528 0.35674958 0.38793268 0.34097592] [ 0.54533627 0.51473882 0.49883718 0.42787236 0.43056834] [ 0.27629313 0.6304613 0.43470473 0.75913316 0.36075303] [ 0.33312136 0.52426696 0.53563136 0.68045615 0.47517011] [ 0.68366757 0.50133545 0.44694645 0.46917545 0.38149454] [ 0.58286709 0.56901808 0.40891677 0.63138957 0.40206369] [ 0.71325073 0.42293676 0.53179133 0.2493884 0.45074811] [ 0.47306186 0.43415413 0.54758834 0.60188787 0.40733297] [ 0.51969885 0.51588442 0.55099347 0.57363682 0.37041203] [ 0.8331417 0.32497913 0.40525908 0.17064997 0.31022836] [ 0.30950269 0.434409 0.49225774 0.77235514 0.47934248] [ 0.68620871 0.58445518 0.49606229 0.57240675 0.39331111] [ 0.34188201 0.5732323 0.44599474 0.62489171 0.58177006] [ 0.47903308 0.55479655 0.43429091 0.70779654 0.3395646 ] [ 0.6480202 0.33563162 0.65055979 0.4905501 0.45506087] [ 0.66627201 0.47331707 0.50241085 0.36155132 0.42566339] [ 0.64138784 0.28020912 0.3545208 0.30653688 0.39753974] [ 0.50076385 0.4646991 0.56236876 0.47133148 0.53666009] [ 0.81483209 0.45352313 0.48596006 0.20969049 0.26153132] [ 0.63275704 0.3716015 0.48501328 0.42477532 0.44278847] [ 0.72810604 0.61578504 0.50280971 0.52924203 0.40706044] [ 0.73039104 0.49451724 0.45956963 0.46775476 0.45048406] [ 0.61928029 0.32971005 0.51451037 0.297657 0.42513173] [ 0.63217113 0.43728403 0.56357431 0.31631906 0.4597545 ] [ 0.14971661 0.62409951 0.36659372 0.89448126 0.52299448] [ 0.73973149 0.33625159 0.40115077 0.32676303 0.46799096] [ 0.18249386 0.69746839 0.39919446 0.81851322 0.45052426] [ 0.60270824 0.42773671 0.47719667 0.53089705 0.39525756] [ 0.84310435 0.29390096 0.39468479 0.29980732 0.33804977] [ 0.38054648 0.48973717 0.52754281 0.63407347 0.51603417] [ 0.362267 0.5846935 0.31961645 0.69787429 0.57160491] [ 0.45736694 0.48743579 0.51411406 0.61949117 0.57348145] [ 0.45834437 0.478966 0.44053714 0.61461714 0.32797792] [ 0.64040897 0.45623414 0.4885105 0.29136181 0.48448938] [ 0.89302718 0.35110938 0.61714263 0.18292995 0.38493867] [ 0.18302384 0.56332174 0.50903738 0.74994748 0.60832862] [ 0.8694832 0.27513852 0.59896706 0.13439795 0.45052653] [ 0.45991003 0.5310517 0.50596331 0.76568703 0.36558665] [ 0.20971779 0.7111586 0.32388404 0.87477619 0.43611023] [ 0.41257618 0.48500942 0.45006798 0.58952567 0.4617191 ] [ 0.46445378 0.43296218 0.42924112 0.64703538 0.56695591] [ 0.60786585 0.55279603 0.45922754 0.47019449 0.37359213] [ 0.43226021 0.64201913 0.42652246 0.74613985 0.43986357] [ 0.80711608 0.4382703 0.47478666 0.42226632 0.44011399] [ 0.62227042 0.64867528 0.47896709 0.51933426 0.39162355] [ 0.1036534 0.65483586 0.39072665 0.88862019 0.4819967 ] [ 0.417765 0.41947554 0.45481381 0.7325669 0.34243447] [ 0.57691193 0.39753064 0.5698354 0.64850472 0.33123875] [ 0.85535298 0.28019095 0.62633542 0.17223241 0.42236121] [ 0.25653766 0.52152655 0.53186461 0.7953524 0.46721972] [ 0.25175268 0.5319855 0.36186446 0.80906281 0.37825973] [ 0.17647507 0.5377309 0.51540152 0.85702457 0.58097489] [ 0.36864664 0.71073334 0.30609533 0.73831601 0.47086091] [ 0.42176438 0.52329605 0.57650249 0.7388992 0.49237055] [ 0.90090565 0.28817757 0.49775818 0.16709851 0.36858331] [ 0.43048805 0.52055789 0.519138 0.78378018 0.53525102] [ 0.38470231 0.49036515 0.4988952 0.71990884 0.51685633] [ 0.57564948 0.57530454 0.53445101 0.52240758 0.49043881] [ 0.48407224 0.4951333 0.45925025 0.60410074 0.57067127] [ 0.44695672 0.55751429 0.54900737 0.51971861 0.5481656 ] [ 0.50952976 0.49670048 0.55258109 0.50267566 0.43002446] [ 0.28253065 0.66351093 0.44002365 0.83873608 0.59914226] [ 0.54180196 0.35627392 0.45852629 0.40103432 0.42705073] [ 0.45013717 0.57274665 0.50730051 0.29772128 0.44912292] [ 0.75681139 0.51403526 0.33736757 0.32543833 0.31387701] [ 0.14065151 0.58535987 0.46594245 0.80079926 0.47578592] [ 0.41973139 0.64431324 0.34146447 0.53090942 0.57560273] [ 0.68479749 0.44934941 0.5091019 0.4060534 0.39316017] [ 0.32187387 0.56956426 0.46015226 0.56380581 0.45677568] [ 0.8725803 0.35623428 0.57015 0.25642548 0.33348781] [ 0.42286878 0.6595455 0.44486512 0.76752501 0.59696411] [ 0.72340441 0.41137817 0.66003286 0.25067116 0.48829522] [ 0.68771479 0.57324267 0.25587259 0.48946857 0.28423457] [ 0.24444741 0.51845733 0.4833861 0.78882174 0.39082718] [ 0.44190166 0.54783917 0.40488626 0.57217002 0.55740099] [ 0.69405554 0.46421964 0.41544557 0.45975542 0.43087945] [ 0.51555367 0.5228653 0.42946395 0.53845126 0.33430919] [ 0.30299228 0.53669419 0.46466105 0.75438725 0.35470477] [ 0.28268212 0.56116146 0.52023831 0.83975824 0.52853316] [ 0.90061962 0.33334545 0.56046234 0.23552523 0.4025541 ] [ 0.82290534 0.3922269 0.37865366 0.31785174 0.34723588] [ 0.46386024 0.40344984 0.40008923 0.63103579 0.59103727] [ 0.68068902 0.39661376 0.39846584 0.21334688 0.42258396] [ 0.63271284 0.4327461 0.47943884 0.36462321 0.34883748] [ 0.72720408 0.46403294 0.51382521 0.48239778 0.39674275] [ 0.35651429 0.63177729 0.47576515 0.68112486 0.42101111] [ 0.51905209 0.39715117 0.41308481 0.51705939 0.34790547] [ 0.37034452 0.67239335 0.29807778 0.73100226 0.47799063] [ 0.16815161 0.57286431 0.49968273 0.79258243 0.48129977] [ 0.68382278 0.39985893 0.54685228 0.46618911 0.43352003] [ 0.22297322 0.61780507 0.42432324 0.77468204 0.5016546 ] [ 0.65202584 0.55689969 0.47167475 0.41996501 0.33841697] [ 0.47554082 0.38849098 0.5116798 0.37360743 0.71857775] [ 0.56566318 0.41429141 0.43095952 0.43438814 0.48728159] [ 0.10758305 0.5937905 0.43810394 0.89106906 0.54264066] [ 0.33216101 0.63847398 0.5661373 0.62406742 0.53960302] [ 0.68502092 0.36997684 0.53905697 0.21396446 0.46444176] [ 0.25922902 0.56985968 0.3823219 0.72612667 0.60555936] [ 0.37870236 0.50158541 0.40969095 0.627821 0.36771393] [ 0.69318592 0.42408037 0.45300755 0.38355957 0.36971026] [ 0.26109724 0.57404683 0.4315412 0.74119804 0.65240609] Progress: 25.1% ... Training loss: 0.618 ... Validation loss: 1.074[ 0.41636298 0.52284973 0.48634928 0.80445218 0.48555348] [ 0.24089612 0.43827979 0.40536249 0.79567115 0.41413774] [ 0.20512785 0.66173181 0.33989336 0.86737257 0.57140027] [ 0.65262687 0.4890345 0.43513445 0.28946388 0.3706258 ] [ 0.68125622 0.40061877 0.47540088 0.31242744 0.49043235] [ 0.4688739 0.55975238 0.35323714 0.6366311 0.26525679] [ 0.63180899 0.58279737 0.45645319 0.31458872 0.3409793 ] [ 0.39671833 0.55168118 0.40203939 0.32924471 0.51854035] [ 0.84397563 0.29847395 0.52839466 0.18364505 0.35518164] [ 0.40432044 0.49964479 0.52106741 0.5694553 0.66344734] [ 0.83342825 0.40965555 0.53906227 0.32572582 0.48416615] [ 0.14327375 0.72872129 0.44389598 0.82508109 0.4673543 ] [ 0.14934754 0.49457466 0.47650141 0.86577753 0.62000619] [ 0.26506806 0.67522754 0.40201192 0.64275058 0.61022426] [ 0.66948114 0.28337936 0.51707486 0.67840488 0.37082938] [ 0.50378298 0.44339319 0.40066292 0.47836653 0.49332483] [ 0.47766599 0.69881414 0.41813167 0.65581718 0.48484211] [ 0.44379553 0.51307045 0.47380116 0.71442063 0.38611439] [ 0.57167154 0.43520839 0.33661331 0.48514294 0.49854411] [ 0.72800404 0.34180979 0.48642561 0.36150073 0.42766299] [ 0.26971134 0.70073153 0.37455056 0.78581723 0.4183649 ] [ 0.56762176 0.57110518 0.47089847 0.68549585 0.40812879] [ 0.45350222 0.51695673 0.45456852 0.36112632 0.50172301] [ 0.4517714 0.55190391 0.5313059 0.51297701 0.6153913 ] [ 0.43895789 0.49152231 0.55113107 0.50245715 0.51651837] [ 0.78308083 0.48807058 0.6174459 0.40647771 0.32765647] [ 0.40882485 0.41047534 0.44266925 0.79556183 0.37870961] [ 0.52115691 0.39870093 0.53402884 0.73955644 0.4217424 ] [ 0.21318464 0.62678428 0.3986562 0.8026035 0.52211034] [ 0.19111496 0.56960031 0.52167425 0.84187324 0.58985568] [ 0.62480478 0.54427064 0.30184096 0.49429784 0.35373566] [ 0.70460258 0.41021129 0.37030034 0.43330631 0.46508898] [ 0.22649547 0.70688412 0.42651926 0.70279883 0.59564832] [ 0.09353245 0.50395335 0.38303387 0.87417758 0.57426732] [ 0.31107098 0.71105004 0.33665085 0.80100597 0.3908962 ] [ 0.64171215 0.4376254 0.56756456 0.37717624 0.55853775] [ 0.62419733 0.60563233 0.41974251 0.44474918 0.55145076] [ 0.30083509 0.56439218 0.58878502 0.78200803 0.47040538] [ 0.33820513 0.53954114 0.54616589 0.8564329 0.54475 ] [ 0.31380456 0.49266696 0.42119805 0.66390532 0.56932753] [ 0.6464414 0.48015659 0.49485165 0.47546938 0.45770881] [ 0.46840948 0.41824569 0.4984368 0.68698105 0.36917401] [ 0.1800016 0.5992522 0.42482778 0.85282258 0.4572573 ] [ 0.27202579 0.5092649 0.5260354 0.70630177 0.54932081] [ 0.37914671 0.49497939 0.57036489 0.7442468 0.52535864] [ 0.60489702 0.48002125 0.48803129 0.35592936 0.52954147] [ 0.17278737 0.59277222 0.4440285 0.64537393 0.68906562] [ 0.36521342 0.60560873 0.40568808 0.63063974 0.52392312] [ 0.48619315 0.61932331 0.49910212 0.58923103 0.4930979 ] [ 0.66369648 0.64801342 0.41300306 0.45187869 0.50881834] [ 0.81016208 0.42831954 0.53623235 0.36696087 0.35204099] [ 0.70016708 0.43384105 0.56227965 0.20062454 0.53966917] [ 0.39448149 0.60894286 0.48278225 0.69712837 0.49662223] [ 0.81861094 0.35236907 0.60984786 0.11466193 0.45244032] [ 0.30309233 0.39717821 0.43479631 0.5181806 0.70346018] [ 0.84954515 0.43069431 0.47928747 0.22114499 0.44779467] [ 0.8093268 0.4734178 0.46401015 0.36719019 0.32469837] [ 0.19233912 0.68975309 0.35968879 0.75183823 0.50661119] [ 0.229771 0.56269798 0.48690699 0.87173226 0.56179457] [ 0.5286974 0.54909903 0.49746147 0.47943408 0.56595825] [ 0.52386586 0.42040059 0.60932488 0.49891007 0.5250154 ] [ 0.47120629 0.56693335 0.46226633 0.61567789 0.42541691] [ 0.71070294 0.50121183 0.36973744 0.30608764 0.34840011] [ 0.4168758 0.47437816 0.47851481 0.60315174 0.35405548] [ 0.4762937 0.60276127 0.43667343 0.69170439 0.35790548] [ 0.89647272 0.26828707 0.44681141 0.18376792 0.39187464] [ 0.83276364 0.3186508 0.46362523 0.11754374 0.37588324] [ 0.74080615 0.46418008 0.31995028 0.34179578 0.3671705 ] [ 0.75059108 0.33302802 0.52382958 0.24555757 0.36731862] [ 0.50142151 0.45830161 0.52430995 0.50149851 0.51056035] [ 0.52335623 0.46392859 0.52862868 0.66181833 0.32836909] [ 0.80312814 0.46034343 0.35313084 0.45745541 0.39824852] [ 0.27688029 0.58926513 0.44639871 0.76278585 0.45843663] [ 0.17173749 0.57795728 0.42659755 0.87083271 0.42769038] [ 0.79238514 0.44992491 0.51778844 0.38835671 0.43265696] [ 0.62517405 0.56815677 0.39315059 0.48721816 0.47829864] [ 0.90745243 0.28969542 0.60504948 0.1297406 0.33064499] [ 0.40615877 0.46371555 0.53298984 0.8024598 0.48670734] [ 0.77210332 0.50626513 0.54479453 0.36094626 0.33470454] [ 0.34146033 0.63535995 0.38502499 0.85202974 0.61111558] [ 0.52803447 0.4528884 0.56766805 0.3934987 0.57387022] [ 0.74551187 0.37889206 0.56601264 0.18822199 0.3385433 ] [ 0.14056133 0.54957764 0.4711201 0.81621196 0.59234508] [ 0.55529863 0.41846735 0.52818713 0.52811161 0.36110632] [ 0.68780115 0.41957299 0.42010813 0.31998903 0.36908582] [ 0.49533203 0.41522899 0.6937616 0.54640481 0.45520796] [ 0.5899265 0.55541098 0.43548623 0.46283369 0.57982242] [ 0.38265497 0.62799341 0.39837272 0.63079356 0.35392106] [ 0.64926931 0.47091822 0.43412448 0.34988771 0.46387542] [ 0.45538904 0.51051997 0.4098371 0.74679982 0.36100241] [ 0.62253076 0.4342729 0.42315565 0.61955964 0.2887076 ] [ 0.6725858 0.47947079 0.61371883 0.32009276 0.50399597] [ 0.49662399 0.52112274 0.37215304 0.46342137 0.44228473] [ 0.77196708 0.37786734 0.53884569 0.23585023 0.40252291] [ 0.62845968 0.46909489 0.45782278 0.68423136 0.37588018] [ 0.23857132 0.65815481 0.42808914 0.79420287 0.41305734] [ 0.18368616 0.55786899 0.41812052 0.78877142 0.43141999] [ 0.37443543 0.46560047 0.47014116 0.63268189 0.50722939] [ 0.93804881 0.37407736 0.60551573 0.13370353 0.26397547] [ 0.79317868 0.48386714 0.46757553 0.26287436 0.33714553] [ 0.38039282 0.47928688 0.50242278 0.66883809 0.38588702] [ 0.5410126 0.57508785 0.41128589 0.49326869 0.33287009] [ 0.26887081 0.59163291 0.42336711 0.77328837 0.58676607] [ 0.51474858 0.5320176 0.59512125 0.48332268 0.33166163] [ 0.4232722 0.47339725 0.32861404 0.5789255 0.52399062] [ 0.13599856 0.58784698 0.34567884 0.87891311 0.44708911] [ 0.44107816 0.71360304 0.36648024 0.74569393 0.4385577 ] [ 0.69849416 0.51653816 0.49124412 0.42628814 0.36410955] [ 0.26462656 0.51578961 0.43859511 0.79519402 0.36870545] [ 0.56423229 0.46159408 0.37390288 0.37418681 0.38434821] [ 0.61022636 0.36106644 0.6352559 0.44045001 0.41486888] [ 0.85346119 0.3800823 0.55413696 0.19112703 0.37797944] [ 0.84992182 0.39666459 0.40876292 0.31837564 0.35570341] [ 0.28711798 0.45311868 0.46594913 0.76537153 0.56928529] [ 0.33751979 0.54538457 0.52422282 0.78453986 0.56097325] [ 0.76826096 0.36771906 0.47426583 0.32092622 0.3147045 ] [ 0.6226181 0.32662078 0.45387383 0.36091009 0.47120082] [ 0.75205452 0.41454314 0.44591308 0.31110543 0.43993311] [ 0.147778 0.57093086 0.50427185 0.76973106 0.54420308] [ 0.46776806 0.61224776 0.50057847 0.47496629 0.49379553] [ 0.89945037 0.36857111 0.61100373 0.14647433 0.46065708] [ 0.44323505 0.53399469 0.3851366 0.67347718 0.38879497] [ 0.51866948 0.40703855 0.3214875 0.74016026 0.46493367] [ 0.20487104 0.66685372 0.44899991 0.88216308 0.50305316] [ 0.68289885 0.44817718 0.38484981 0.46065746 0.39847452] [ 0.78001091 0.33058424 0.48320111 0.21479199 0.39232033] [ 0.08772623 0.68400989 0.4773327 0.90122784 0.52647381] [ 0.25662528 0.70999486 0.36262726 0.89213176 0.47616962] Progress: 25.1% ... Training loss: 0.618 ... Validation loss: 1.070[ 0.18500755 0.61005584 0.50755425 0.86334853 0.5610591 ] [ 0.55870046 0.37465184 0.57633116 0.2223692 0.54693029] [ 0.86337241 0.50436254 0.60636858 0.20468005 0.38591356] [ 0.19213229 0.65968694 0.4618518 0.82518977 0.48955927] [ 0.50243099 0.39225884 0.51281 0.68814775 0.46249617] [ 0.50782204 0.42947999 0.51829104 0.60268677 0.36157335] [ 0.72459856 0.26673002 0.60815718 0.35656278 0.42134674] [ 0.41972409 0.42812671 0.48699907 0.72797 0.45648373] [ 0.80004812 0.41010519 0.50777437 0.48188207 0.38663929] [ 0.43819605 0.56050852 0.61620841 0.57824292 0.5346615 ] [ 0.88146863 0.36300071 0.51892205 0.0945961 0.30519294] [ 0.35770122 0.54369485 0.52326188 0.62954026 0.6657306 ] [ 0.37687604 0.46756615 0.54878631 0.72914612 0.42470279] [ 0.732824 0.42657901 0.54398108 0.3816015 0.32868714] [ 0.59811165 0.4646205 0.47772792 0.38018286 0.37387297] [ 0.11192934 0.55654646 0.56929973 0.91824987 0.62647789] [ 0.64520114 0.37711692 0.60197785 0.57175046 0.41778864] [ 0.90573148 0.31596348 0.52813235 0.10371057 0.35240405] [ 0.28513948 0.54760225 0.43581143 0.69238616 0.46078687] [ 0.49381431 0.53531635 0.59444061 0.62646515 0.43856964] [ 0.192644 0.55406681 0.52539075 0.76931787 0.48989399] [ 0.61149192 0.43919406 0.47413355 0.80120333 0.42029836] [ 0.90362412 0.51921456 0.50191949 0.1844403 0.35756713] [ 0.8586698 0.44517567 0.57886294 0.19896627 0.37717625] [ 0.56491336 0.59314635 0.36282946 0.59127249 0.37137131] [ 0.77045156 0.46760214 0.58043955 0.30796018 0.43070425] [ 0.10565489 0.62993032 0.39993829 0.91477463 0.43473691] [ 0.56755108 0.4989231 0.54120428 0.43572547 0.42530987] [ 0.77201712 0.52177776 0.54374396 0.39777535 0.4176803 ] [ 0.6975133 0.35424666 0.40814364 0.19207853 0.40383605] [ 0.1046614 0.59066821 0.33534193 0.89488439 0.61003336] [ 0.68551367 0.47814817 0.52205952 0.75867347 0.37992526] [ 0.70063903 0.41646799 0.44274053 0.24742118 0.35803666] [ 0.52508516 0.37976517 0.56273145 0.73992146 0.40783959] [ 0.46189516 0.51206357 0.46928508 0.44057717 0.44662906] [ 0.77805002 0.43407588 0.48341475 0.35433889 0.446323 ] [ 0.33124588 0.55886964 0.52697329 0.64813728 0.59249425] [ 0.78662315 0.4151616 0.56582765 0.19823764 0.31940911] [ 0.15942389 0.62086163 0.45795583 0.84676515 0.51558314] [ 0.45371338 0.47248405 0.53212693 0.66765011 0.42423668] [ 0.78300292 0.58131958 0.47797408 0.56003383 0.38136169] [ 0.63666632 0.46172352 0.52632459 0.74018861 0.41430727] [ 0.4252966 0.39386812 0.45121973 0.65452891 0.60338641] [ 0.80602264 0.4116142 0.56178878 0.25510699 0.44168996] [ 0.84201817 0.3307343 0.59321329 0.24074609 0.30972893] [ 0.84517877 0.35311556 0.44460522 0.31044724 0.4082296 ] [ 0.66285569 0.60066545 0.52358206 0.66669659 0.47585892] [ 0.34047755 0.56538639 0.46185726 0.68352241 0.52355258] [ 0.73188334 0.43947247 0.46664669 0.367519 0.38290042] [ 0.47833527 0.6516462 0.34698856 0.52497231 0.48088659] [ 0.68447859 0.44953307 0.50901141 0.40620475 0.39324117] [ 0.341081 0.63879975 0.38466715 0.74087585 0.46772373] [ 0.59255936 0.43124143 0.57808996 0.34925044 0.48487097] [ 0.61834076 0.33480037 0.55163969 0.40934005 0.4330159 ] [ 0.49781815 0.5162032 0.40000938 0.68851705 0.39588636] [ 0.33174584 0.57724329 0.42830241 0.74857225 0.37618171] [ 0.5303633 0.38241539 0.52870613 0.63335207 0.45615012] [ 0.7338863 0.39177589 0.69867551 0.1947239 0.41654479] [ 0.30284747 0.61169204 0.33793505 0.67487816 0.46863148] [ 0.52847576 0.50667262 0.38652995 0.57471389 0.44001329] [ 0.2491897 0.44877593 0.51406996 0.7709933 0.46475585] [ 0.18111903 0.47268159 0.46363194 0.87355608 0.66653876] [ 0.53320515 0.42134833 0.64816356 0.43027611 0.49229615] [ 0.80692687 0.3195434 0.59636962 0.26474902 0.3775934 ] [ 0.89718091 0.36627341 0.61308303 0.30401061 0.41938475] [ 0.33471911 0.49554642 0.56787455 0.71095854 0.45298223] [ 0.39069563 0.45581647 0.60574815 0.75924734 0.4414811 ] [ 0.76146167 0.42589534 0.51964489 0.25215814 0.3536982 ] [ 0.61013597 0.5315665 0.46175024 0.48749923 0.4310086 ] [ 0.39730555 0.59867378 0.43259172 0.6272432 0.52833277] [ 0.79375509 0.5968725 0.55546202 0.41309551 0.40263022] [ 0.65987846 0.59126762 0.37786343 0.55875772 0.25672623] [ 0.73870421 0.30245694 0.48119544 0.35062174 0.44753892] [ 0.78672824 0.51532157 0.56586805 0.32061316 0.44494196] [ 0.39037906 0.49054602 0.45375856 0.76180139 0.4262303 ] [ 0.61918649 0.41176835 0.40377672 0.59201601 0.40192575] [ 0.30069989 0.71434319 0.47142858 0.78674074 0.6166207 ] [ 0.46754719 0.48705993 0.51844209 0.44895142 0.57105031] [ 0.63615869 0.36026525 0.41783303 0.465742 0.45721323] [ 0.67516533 0.56336554 0.43245136 0.44207668 0.3970848 ] [ 0.22038931 0.47181899 0.46303382 0.73990325 0.41178353] [ 0.14292838 0.64996512 0.48910052 0.88781888 0.56082247] [ 0.66109598 0.56791706 0.55367533 0.44560292 0.43955137] [ 0.66797311 0.34543956 0.5608924 0.20190498 0.35696004] [ 0.6403166 0.49128992 0.56015942 0.47913554 0.55542413] [ 0.46204209 0.40896472 0.60265952 0.55485078 0.44988082] [ 0.09833215 0.65634888 0.37673138 0.9329426 0.48054658] [ 0.74414983 0.44040773 0.46932821 0.4576464 0.46662034] [ 0.78941022 0.50401304 0.39592655 0.31450976 0.33164659] [ 0.48255026 0.56840406 0.41769613 0.5921875 0.40763491] [ 0.244646 0.64072969 0.47145858 0.85035041 0.43928677] [ 0.51428648 0.4801954 0.52826782 0.41110191 0.55609777] [ 0.78465367 0.49538284 0.43322992 0.35279153 0.41570282] [ 0.48273594 0.40116926 0.48477586 0.51433628 0.4086047 ] [ 0.56007625 0.32725844 0.47784321 0.65502189 0.37516703] [ 0.44035712 0.47062515 0.43005784 0.70927041 0.31071064] [ 0.36850319 0.56276056 0.46126672 0.56388243 0.43326065] [ 0.59401017 0.50566305 0.46925171 0.70240047 0.36035644] [ 0.47195938 0.37336293 0.53480111 0.57790485 0.52221929] [ 0.80646103 0.31780237 0.58797346 0.2922118 0.34769904] [ 0.32231097 0.65368145 0.38051156 0.86649023 0.59146346] [ 0.25097196 0.45397862 0.57281448 0.76235909 0.61908667] [ 0.74882168 0.25040594 0.56732206 0.28745008 0.46145135] [ 0.56456834 0.40633112 0.54429235 0.33124921 0.52611456] [ 0.87197542 0.36450996 0.53372497 0.15857662 0.42040532] [ 0.42690701 0.52723531 0.46635672 0.66602946 0.44135925] [ 0.74172346 0.47738645 0.53395115 0.37376502 0.41201523] [ 0.83725932 0.42428282 0.50711276 0.23931907 0.27194752] [ 0.12861313 0.66515983 0.44414181 0.92901329 0.61787172] [ 0.51945506 0.53584768 0.45892188 0.61831266 0.39153188] [ 0.4565881 0.56664601 0.60027712 0.64663456 0.57655841] [ 0.46608264 0.48295241 0.36473729 0.58205758 0.43536626] [ 0.11101625 0.69680337 0.33810586 0.88420849 0.38382883] [ 0.85422906 0.50010517 0.51567511 0.31141125 0.35343183] [ 0.27512058 0.55835572 0.50278117 0.8517012 0.48969601] [ 0.66210456 0.38008162 0.51505539 0.42424491 0.43848036] [ 0.65162397 0.40355534 0.54560142 0.57536322 0.31949549] [ 0.46675735 0.46582181 0.45357203 0.64061702 0.38588367] [ 0.83739665 0.43189646 0.46252298 0.40966782 0.37214067] [ 0.65798631 0.51129088 0.48918654 0.35923533 0.43766913] [ 0.19627127 0.63888556 0.50429315 0.86972441 0.62612409] [ 0.26839576 0.50961904 0.41438606 0.8098861 0.47237576] [ 0.36797242 0.49383044 0.46993447 0.79933693 0.3253709 ] [ 0.50438089 0.45544744 0.47056161 0.59152705 0.39024268] [ 0.71937688 0.47420639 0.53050572 0.5218188 0.35594633] [ 0.40827467 0.60426752 0.52172156 0.68074205 0.45172733] [ 0.56459388 0.5792039 0.52907585 0.73863547 0.44513445] [ 0.45086883 0.50996353 0.44780884 0.43620498 0.29573273] Progress: 25.1% ... Training loss: 0.618 ... Validation loss: 1.076[ 0.79177172 0.38733295 0.59726728 0.27328794 0.53560428] [ 0.69714888 0.4691046 0.47126729 0.3751002 0.41816578] [ 0.85256749 0.35059248 0.63944114 0.33042982 0.3796833 ] [ 0.52162476 0.56282 0.54223914 0.48123585 0.34794557] [ 0.62531221 0.51072693 0.5735999 0.39542612 0.46500838] [ 0.26969084 0.59250432 0.53969835 0.69121469 0.61519926] [ 0.54541474 0.41571063 0.39383809 0.65155819 0.4567199 ] [ 0.51306148 0.62931833 0.25037023 0.63464902 0.3736702 ] [ 0.55249521 0.40428197 0.45015312 0.58870869 0.30046078] [ 0.56164178 0.47128815 0.63154351 0.38117126 0.52320815] [ 0.81652064 0.34001194 0.54330801 0.26059798 0.43575896] [ 0.64279476 0.4401539 0.57430892 0.41824376 0.46886907] [ 0.62163538 0.51765702 0.58916038 0.43331437 0.39234206] [ 0.50630041 0.36378251 0.68924945 0.61531982 0.47509344] [ 0.49272371 0.57904179 0.54874558 0.53257911 0.41425431] [ 0.37148682 0.63389952 0.5366949 0.7157437 0.46613097] [ 0.46704288 0.44280495 0.63238599 0.56231588 0.33722936] [ 0.50033403 0.4569002 0.40021774 0.52166898 0.3401051 ] [ 0.71656314 0.52123882 0.43529371 0.61744827 0.3146172 ] [ 0.36842514 0.64898129 0.4551923 0.66361298 0.40528073] [ 0.66647274 0.38881367 0.44428698 0.29295663 0.32746202] [ 0.53252783 0.5702806 0.44881134 0.69422709 0.55481746] [ 0.67569704 0.46767017 0.56977684 0.29229183 0.42677115] [ 0.87779494 0.37215447 0.56335544 0.24756787 0.41966246] [ 0.57525049 0.46034185 0.52886328 0.435828 0.32684278] [ 0.47117108 0.63759294 0.35927923 0.63682019 0.3216359 ] [ 0.7580608 0.40935961 0.5002528 0.25848832 0.32042159] [ 0.20349358 0.6111626 0.41977393 0.88164769 0.49270538] [ 0.60059338 0.36641304 0.6094159 0.36477434 0.52073487] [ 0.21584135 0.63199921 0.52952981 0.85908487 0.51221209] [ 0.53368969 0.48831934 0.66873021 0.50986055 0.49433876] [ 0.48123087 0.63433027 0.48650457 0.57358434 0.58712264] [ 0.70277976 0.46621067 0.43884639 0.45840429 0.45680916] [ 0.70705348 0.35756192 0.52571316 0.30590722 0.35680133] [ 0.83602373 0.27412294 0.75061309 0.17241097 0.45417795] [ 0.42324586 0.4849249 0.43319726 0.74732771 0.35498898] [ 0.37994204 0.40751497 0.42559856 0.60004912 0.39253377] [ 0.72720742 0.4097253 0.56126161 0.1283199 0.51660796] [ 0.62334738 0.49958807 0.37287458 0.755108 0.42504556] [ 0.19842125 0.59246595 0.5132818 0.821731 0.41357992] [ 0.1066329 0.51805101 0.5806584 0.93079018 0.66782658] [ 0.28753718 0.42976258 0.44306858 0.833306 0.44153827] [ 0.53218055 0.39723469 0.5382371 0.45922557 0.51117373] [ 0.13582499 0.52083756 0.48978185 0.87407437 0.54603289] [ 0.15176746 0.55468307 0.53356173 0.89154138 0.53437534] [ 0.29197338 0.53259018 0.39769473 0.665069 0.58990612] [ 0.05967238 0.54475107 0.5059937 0.91958468 0.64071767] [ 0.7677932 0.44365303 0.51390951 0.26443752 0.27803618] [ 0.56853982 0.45695985 0.59928094 0.47794404 0.37516287] [ 0.51489654 0.50592763 0.42151314 0.42094125 0.44019603] [ 0.65481779 0.36704711 0.64972654 0.39121625 0.42890375] [ 0.59139094 0.56310539 0.54708499 0.51430084 0.53266311] [ 0.16982492 0.55369938 0.40328842 0.87194966 0.52592947] [ 0.83367447 0.45208269 0.55907348 0.23562295 0.38678348] [ 0.79335651 0.33204356 0.66252034 0.26973087 0.43124197] [ 0.90041224 0.31668798 0.71320295 0.11820942 0.33621753] [ 0.1539066 0.41414128 0.53924648 0.86193854 0.64009585] [ 0.68961909 0.3340441 0.72893356 0.24058677 0.54112609] [ 0.58639706 0.50436119 0.36741848 0.57712256 0.43902371] [ 0.57796741 0.61468359 0.4248767 0.69113885 0.3297246 ] [ 0.91287257 0.37800888 0.61424593 0.20175122 0.36745169] [ 0.6899846 0.47463376 0.34275669 0.46994741 0.39689712] [ 0.74009834 0.59677423 0.38481692 0.44479586 0.39828946] [ 0.59857911 0.45629866 0.56724396 0.70901897 0.43243913] [ 0.64092745 0.41303373 0.59792962 0.3997655 0.58238498] [ 0.57609806 0.58377772 0.43991122 0.47156275 0.31881114] [ 0.66654332 0.46928497 0.5343098 0.51264383 0.39972755] [ 0.45950275 0.47793732 0.63978897 0.77194393 0.44538885] [ 0.86072073 0.33864496 0.55210222 0.15610691 0.40634037] [ 0.7377283 0.57720897 0.49401747 0.40998014 0.42964241] [ 0.75749683 0.41178385 0.53177123 0.29186541 0.4806231 ] [ 0.7934561 0.48373259 0.63033271 0.21606425 0.37617716] [ 0.16389819 0.69188717 0.35479681 0.85323967 0.53430661] [ 0.63128127 0.41968311 0.50465124 0.46859179 0.45268259] [ 0.81606928 0.39326712 0.51950474 0.29280968 0.41879451] [ 0.81733781 0.3584952 0.47918463 0.24414577 0.3493331 ] [ 0.61068034 0.42058191 0.60419376 0.30228864 0.48749437] [ 0.65213698 0.40149527 0.38040962 0.49436913 0.54662754] [ 0.2986684 0.57510786 0.42266985 0.74916949 0.50343681] [ 0.63680183 0.53207094 0.35655112 0.38840654 0.34114709] [ 0.52935542 0.42415847 0.59238805 0.6576937 0.46353266] [ 0.52575137 0.49417042 0.46696219 0.48059786 0.561831 ] [ 0.37786234 0.61665738 0.37586915 0.70285348 0.40783875] [ 0.19095071 0.56405387 0.57768866 0.88801701 0.58661178] [ 0.59209593 0.53679575 0.43044418 0.39375473 0.50832383] [ 0.63142803 0.3469596 0.47971685 0.43439304 0.46490705] [ 0.44170266 0.45646571 0.48347289 0.55676581 0.41145034] [ 0.80899149 0.5133388 0.51987785 0.2098376 0.42027074] [ 0.44598279 0.59396656 0.39241492 0.44309807 0.3407138 ] [ 0.56279259 0.65274345 0.21049902 0.5208625 0.33003735] [ 0.48833105 0.50960018 0.48540118 0.36018398 0.58878227] [ 0.49231469 0.4407338 0.51463119 0.76343618 0.50980544] [ 0.58327701 0.52919798 0.38243958 0.31349691 0.367369 ] [ 0.6360967 0.53947143 0.49206166 0.52996976 0.36482623] [ 0.61094439 0.34754128 0.57509951 0.38579666 0.44644831] [ 0.65154253 0.35639384 0.47005152 0.2804752 0.42194215] [ 0.48313177 0.46904924 0.59333423 0.58294712 0.39906744] [ 0.41252195 0.54887109 0.23851986 0.70352586 0.44271106] [ 0.87700351 0.31797447 0.60650856 0.13673047 0.32491753] [ 0.18190556 0.62771472 0.37518159 0.83792893 0.41832448] [ 0.41077873 0.43504791 0.47710128 0.61962024 0.51881575] [ 0.26961616 0.5524766 0.48406983 0.78166603 0.35856613] [ 0.47691828 0.48265866 0.48154574 0.54896823 0.56751874] [ 0.43602184 0.58641602 0.35985141 0.64289097 0.55991654] [ 0.85637655 0.34559543 0.41819644 0.18575538 0.28077175] [ 0.79837262 0.34213878 0.53768595 0.25282094 0.43466774] [ 0.86417306 0.43804813 0.46605764 0.24651828 0.32464507] [ 0.32775324 0.55534906 0.40150274 0.70565856 0.46969771] [ 0.62071917 0.53198128 0.65912865 0.49725829 0.46981419] [ 0.76389504 0.55541911 0.57695053 0.44990831 0.45731617] [ 0.30165724 0.56403739 0.58891622 0.78179083 0.47029195] [ 0.53408526 0.4794187 0.4085648 0.44143831 0.46292549] [ 0.36913036 0.58546311 0.51289598 0.86210523 0.47038001] [ 0.59842733 0.55276922 0.35772198 0.65347512 0.53847524] [ 0.23634319 0.49696036 0.53631865 0.82823204 0.54110418] [ 0.40649192 0.59867123 0.36765056 0.66016124 0.34785857] [ 0.62788485 0.41542503 0.56421902 0.43254279 0.35617998] [ 0.64720546 0.35546527 0.60235195 0.31363201 0.52969207] [ 0.59481405 0.50101579 0.40883665 0.43846001 0.34480963] [ 0.13281523 0.57649284 0.4637963 0.87223308 0.565428 ] [ 0.44329991 0.62536033 0.44894515 0.70047385 0.5423281 ] [ 0.80539138 0.45988721 0.5051021 0.29020548 0.46348721] [ 0.32355701 0.49172865 0.52192312 0.77199698 0.43853953] [ 0.3257713 0.49682728 0.59045963 0.78803969 0.34077248] [ 0.4244769 0.37799307 0.54050409 0.68029904 0.38628008] [ 0.56756447 0.59211017 0.36323739 0.58986353 0.37098925] [ 0.41308617 0.66964991 0.37637505 0.7195921 0.46414704] [ 0.2855529 0.60915089 0.59202939 0.82356325 0.60241521] Progress: 25.2% ... Training loss: 0.617 ... Validation loss: 1.079[ 0.45590213 0.51495854 0.49023203 0.69427202 0.40848349] [ 0.46279257 0.61025747 0.29549957 0.68006212 0.38805226] [ 0.77999602 0.43577101 0.41165053 0.22837589 0.3025553 ] [ 0.68538439 0.40457694 0.44079225 0.54469857 0.40813948] [ 0.59463583 0.55993829 0.51297672 0.47567418 0.46762608] [ 0.74831233 0.57505265 0.55588023 0.48547956 0.39935155] [ 0.83984501 0.37014419 0.57059008 0.19203855 0.42203019] [ 0.53540633 0.5943294 0.59705657 0.63049943 0.48114926] [ 0.52731949 0.60171067 0.6273166 0.44471579 0.54916655] [ 0.77489392 0.30589939 0.64402739 0.18187864 0.39929177] [ 0.76450508 0.34771406 0.58022489 0.22694069 0.33771624] [ 0.5910305 0.3992563 0.67648145 0.58750355 0.3729269 ] [ 0.71314584 0.48289348 0.46873222 0.29130223 0.39598885] [ 0.34850709 0.61925667 0.49101302 0.5334899 0.45354998] [ 0.10208263 0.61420053 0.48024749 0.85199628 0.54753294] [ 0.69048614 0.50172773 0.56577508 0.30449337 0.47430546] [ 0.54128369 0.6130025 0.46609449 0.50417934 0.51302096] [ 0.62149185 0.45106799 0.64845828 0.64999435 0.36250239] [ 0.24584494 0.54804372 0.54474278 0.78639427 0.55795775] [ 0.3771577 0.47468353 0.59356418 0.73414481 0.41642261] [ 0.34007921 0.60381891 0.39002894 0.50160845 0.54660734] [ 0.65486884 0.53762176 0.44475487 0.53490617 0.35578137] [ 0.26268518 0.51287337 0.54576871 0.7485348 0.39410747] [ 0.35865008 0.49405498 0.60610749 0.79084651 0.59657556] [ 0.28413603 0.63077432 0.38468017 0.73011839 0.51800152] [ 0.91970044 0.42384725 0.4515942 0.18317819 0.27299276] [ 0.82903209 0.51432581 0.32660622 0.40107704 0.3293784 ] [ 0.61257457 0.49868804 0.48621553 0.52425795 0.47940617] [ 0.72043165 0.42748008 0.54716681 0.43446095 0.35763864] [ 0.45510781 0.54481024 0.3363138 0.67413994 0.46732179] [ 0.5248056 0.50425981 0.48494652 0.32515421 0.36594692] [ 0.15803538 0.62778121 0.51482768 0.87398273 0.36065661] [ 0.77008254 0.4014983 0.48793463 0.23285853 0.36031235] [ 0.25987833 0.55838691 0.41860121 0.83922456 0.35295991] [ 0.40093232 0.54311318 0.34343057 0.71167739 0.44312329] [ 0.58474646 0.48551963 0.45427702 0.47503555 0.44820701] [ 0.48192813 0.42553705 0.46511272 0.62862976 0.47200409] [ 0.43731648 0.52573903 0.42507273 0.70367704 0.53884994] [ 0.87335444 0.33788624 0.59314036 0.18954954 0.41336305] [ 0.72974899 0.45795327 0.52756876 0.44982138 0.42161508] [ 0.18382444 0.73184726 0.35492885 0.88330755 0.46088163] [ 0.78430796 0.35264464 0.54326953 0.26692362 0.4279527 ] [ 0.72586341 0.53892638 0.33624376 0.25152593 0.28860663] [ 0.72619344 0.65730814 0.48683397 0.39307592 0.48488256] [ 0.65378706 0.50026445 0.4368746 0.45731157 0.54401923] [ 0.47351879 0.55670248 0.46451344 0.56885457 0.3884965 ] [ 0.36196938 0.45920498 0.50546259 0.54402978 0.45690863] [ 0.26087572 0.56759561 0.48447427 0.75916025 0.53620845] [ 0.39783634 0.70681009 0.47937749 0.72220079 0.61070492] [ 0.33222128 0.54853518 0.53148364 0.81993963 0.47922817] [ 0.43700332 0.56804044 0.52102315 0.58679427 0.59708971] [ 0.31919208 0.47571427 0.50316575 0.749882 0.38976076] [ 0.86459072 0.30542823 0.38738966 0.17073906 0.28593816] [ 0.32624268 0.53572971 0.52735157 0.74228021 0.51506247] [ 0.6537364 0.52127407 0.4329018 0.43707344 0.40991891] [ 0.28729035 0.50709815 0.46939178 0.63593008 0.63572935] [ 0.33035201 0.54158545 0.47305625 0.7725871 0.4436257 ] [ 0.40891164 0.57987276 0.5145415 0.78201254 0.46275078] [ 0.88467747 0.42026038 0.53566264 0.29337874 0.39578543] [ 0.7296995 0.38940088 0.60684882 0.17631459 0.5228313 ] [ 0.7950422 0.32829972 0.39574617 0.38397652 0.30429479] [ 0.67476913 0.40595187 0.38319437 0.33784937 0.40967247] [ 0.32121994 0.43532208 0.41789402 0.65591167 0.61371318] [ 0.13320679 0.61558224 0.51382309 0.8532021 0.6082007 ] [ 0.50235164 0.62793748 0.43591083 0.4524847 0.56177325] [ 0.41215806 0.5756075 0.43986647 0.70636322 0.55082309] [ 0.38234124 0.67164406 0.51626047 0.7309991 0.47574328] [ 0.79127729 0.46085067 0.54238892 0.34726864 0.41256512] [ 0.58788973 0.52815679 0.4017402 0.54189939 0.49097172] [ 0.29973571 0.50021111 0.44022161 0.84625207 0.46935296] [ 0.53743756 0.57198305 0.35092026 0.49865239 0.45886443] [ 0.79813565 0.49098856 0.55641498 0.37102957 0.40593056] [ 0.6077086 0.55425836 0.4447841 0.41178639 0.5005815 ] [ 0.55583081 0.49345315 0.55659878 0.34452079 0.55408625] [ 0.84430829 0.42598043 0.3959512 0.33328015 0.28956514] [ 0.65794439 0.55975814 0.48265266 0.53165854 0.51918605] [ 0.65308748 0.70134098 0.37919829 0.61868533 0.49858417] [ 0.86391317 0.33726667 0.59900842 0.15802639 0.42189345] [ 0.7941139 0.36042659 0.63003236 0.19529078 0.43571851] [ 0.44049548 0.52962631 0.63713868 0.45877254 0.5717058 ] [ 0.55850566 0.495652 0.68552246 0.53366737 0.53939637] [ 0.34851231 0.55229598 0.41767567 0.6538282 0.45939911] [ 0.78023485 0.33011416 0.62762299 0.22705167 0.54121399] [ 0.70321361 0.46217935 0.56300797 0.35106756 0.42987803] [ 0.61166981 0.53742188 0.49434345 0.3334575 0.55985542] [ 0.35866544 0.59439746 0.55521004 0.6049145 0.49017388] [ 0.58311104 0.61956177 0.50941143 0.53146091 0.5953915 ] [ 0.47974854 0.34286214 0.52702427 0.64296956 0.41833097] [ 0.45463255 0.49651991 0.56222665 0.52680487 0.45860634] [ 0.63483902 0.5309887 0.54129102 0.53983591 0.43296068] [ 0.07942384 0.61466523 0.48041573 0.87704348 0.46496272] [ 0.6263182 0.59657756 0.43006387 0.60184372 0.33290184] [ 0.63994324 0.39312226 0.51053774 0.32072414 0.55097446] [ 0.56220829 0.67099969 0.32314368 0.59243741 0.32741439] [ 0.5768688 0.59743383 0.60260392 0.45516517 0.52881612] [ 0.64318935 0.29461911 0.56888689 0.53140562 0.45396934] [ 0.73025315 0.46239484 0.53264237 0.39196579 0.45942165] [ 0.61957859 0.54619528 0.46527747 0.64636469 0.55913879] [ 0.31485388 0.61149548 0.55286225 0.71507195 0.47743797] [ 0.75230455 0.39669928 0.47843964 0.29404146 0.49919862] [ 0.66675209 0.38872531 0.44432621 0.29280143 0.32743149] [ 0.74437904 0.43713415 0.39294716 0.387701 0.33430974] [ 0.55356729 0.52139158 0.58639488 0.67081154 0.48886561] [ 0.71612009 0.46846596 0.59552636 0.47654672 0.39629173] [ 0.89211034 0.27684573 0.67653534 0.18014517 0.38505635] [ 0.47444758 0.57173128 0.43280112 0.61561683 0.29297821] [ 0.84364048 0.29355518 0.39483147 0.29903044 0.33791963] [ 0.28070704 0.65306964 0.45487428 0.74976297 0.46029618] [ 0.5204308 0.53548238 0.4590752 0.6178781 0.39140343] [ 0.27082088 0.59579575 0.38920784 0.66289774 0.46499977] [ 0.52002929 0.51296835 0.49726218 0.66417052 0.4999761 ] [ 0.58483975 0.38499394 0.57186586 0.27444483 0.52979301] [ 0.64090214 0.41305198 0.59792062 0.39976436 0.58239173] [ 0.27008787 0.54502383 0.4485679 0.89542264 0.56939689] [ 0.39245703 0.49502065 0.49610135 0.80873768 0.37222226] [ 0.64328286 0.43997764 0.57439231 0.4180275 0.46880169] [ 0.7785996 0.31837731 0.5777239 0.32181872 0.46379786] [ 0.89177552 0.45132752 0.43678303 0.21766142 0.2938191 ] [ 0.8973179 0.36609377 0.61315903 0.30381797 0.4193251 ] [ 0.15683867 0.5859469 0.46401129 0.82637415 0.61155765] [ 0.52731949 0.60171067 0.6273166 0.44471579 0.54916655] [ 0.66338291 0.49787229 0.54951361 0.25542787 0.56592183] [ 0.81744517 0.35837703 0.47924037 0.24405221 0.34928893] [ 0.37580982 0.55760208 0.47492559 0.75092806 0.465121 ] [ 0.43493973 0.48452345 0.46726701 0.79746669 0.37943447] [ 0.38869839 0.55531552 0.38929058 0.5854526 0.52965438] [ 0.43479204 0.58879815 0.32203482 0.7589686 0.56414573] [ 0.63328623 0.52525993 0.52404489 0.42694838 0.4814066 ] Progress: 25.2% ... Training loss: 0.617 ... Validation loss: 1.080[ 0.54789071 0.66374829 0.37493572 0.61024414 0.44852134] [ 0.60440716 0.51953186 0.51832195 0.40379594 0.48352178] [ 0.46843153 0.54787684 0.47385791 0.62396406 0.43451665] [ 0.36955022 0.51085297 0.39994943 0.50174933 0.4424818 ] [ 0.64600056 0.55806167 0.48998154 0.4530742 0.36684127] [ 0.4458929 0.7069816 0.44936198 0.62687361 0.51573354] [ 0.13999531 0.58166492 0.52739301 0.82906058 0.55640055] [ 0.17963451 0.6335607 0.35981719 0.74241307 0.4173834 ] [ 0.68073889 0.42706766 0.57310393 0.3556677 0.47744309] [ 0.58067549 0.42656275 0.51678468 0.32244611 0.37263135] [ 0.49949485 0.56529433 0.35589357 0.61238888 0.45671644] [ 0.80250823 0.6026584 0.38169076 0.62843449 0.37963173] [ 0.73911076 0.21596715 0.47256972 0.25508538 0.45439925] [ 0.41922471 0.49794938 0.37487177 0.53330828 0.52117265] [ 0.37904479 0.56088012 0.5058149 0.72898934 0.48846693] [ 0.40540737 0.60623865 0.46709189 0.56830239 0.35294526] [ 0.55275514 0.59816079 0.49374512 0.52432009 0.46560618] [ 0.7824645 0.44304306 0.60339575 0.37611385 0.5130816 ] [ 0.49863254 0.49527981 0.50242709 0.67185818 0.3899105 ] [ 0.27789181 0.48687808 0.57525954 0.72813246 0.44825941] [ 0.60939184 0.38669957 0.7091047 0.44258698 0.50736938] [ 0.64213217 0.35801037 0.57302141 0.53567419 0.39423651] [ 0.79496066 0.42337411 0.46524936 0.29319444 0.40173392] [ 0.71291598 0.48300296 0.46868117 0.29144342 0.39602762] [ 0.39651137 0.59246436 0.32693677 0.6288693 0.47780916] [ 0.48438512 0.64607573 0.35616883 0.61236284 0.44891287] [ 0.78097644 0.34794921 0.52226477 0.25089919 0.42801346] [ 0.53742982 0.40170864 0.55938099 0.69253369 0.44455103] [ 0.15327184 0.52248524 0.38784698 0.86399032 0.47995843] [ 0.24722409 0.52131522 0.61298022 0.81215712 0.54825471] [ 0.56360639 0.50028955 0.47623305 0.55325236 0.30339119] [ 0.85891569 0.44483157 0.57900491 0.19872863 0.37705384] [ 0.21976361 0.64756158 0.32780488 0.80635857 0.56901583] [ 0.12275295 0.58525845 0.4490552 0.86869292 0.48777573] [ 0.84010557 0.31946532 0.45389658 0.19740719 0.31223139] [ 0.5833489 0.52822758 0.42726791 0.48292249 0.46321602] [ 0.74843221 0.37244719 0.56652605 0.36347787 0.37240326] [ 0.39485966 0.54603111 0.44645987 0.70663189 0.58718022] [ 0.75760777 0.51377204 0.33744089 0.32480309 0.31380138] [ 0.71283005 0.3677262 0.61133254 0.25919832 0.53491883] [ 0.61958843 0.43835338 0.47342925 0.56986128 0.5260238 ] [ 0.7787958 0.40407097 0.58638061 0.28941483 0.49603081] [ 0.76204454 0.50821042 0.61815031 0.28948231 0.49894617] [ 0.91550632 0.38863705 0.48916104 0.18888468 0.31893457] [ 0.56076938 0.54602531 0.43293867 0.55410748 0.48876184] [ 0.32516672 0.62693341 0.36570439 0.58666615 0.42355133] [ 0.60098932 0.3662427 0.60948371 0.36453469 0.52066654] [ 0.60564888 0.51848047 0.40817033 0.37913643 0.47984501] [ 0.74290933 0.63597156 0.42602849 0.45219151 0.45290036] [ 0.25628017 0.58443438 0.41981579 0.77724438 0.59059612] [ 0.49747284 0.44828774 0.5015433 0.53051217 0.45027297] [ 0.80158694 0.46826685 0.53484292 0.27763261 0.36289921] [ 0.64784693 0.43350915 0.4630747 0.43377997 0.33467884] [ 0.77741489 0.35235903 0.47576101 0.16063336 0.26905201] [ 0.75224138 0.34156708 0.53799184 0.27275815 0.53110423] [ 0.09478632 0.53082063 0.4166364 0.88239106 0.54392347] [ 0.87790021 0.272742 0.60772271 0.16530381 0.40716784] [ 0.31441635 0.69476199 0.46535495 0.82536928 0.60083562] [ 0.30595659 0.49616988 0.48362128 0.71301371 0.52159619] [ 0.8102313 0.40653485 0.49154988 0.47210317 0.36970188] [ 0.41994165 0.58949594 0.47905709 0.71666152 0.58235487] [ 0.37045079 0.38258807 0.56473635 0.72176201 0.47622309] [ 0.64901189 0.47630705 0.55321921 0.36969596 0.55482768] [ 0.62219209 0.52408324 0.58262122 0.45270133 0.4495006 ] [ 0.70690593 0.28509883 0.59166562 0.21409713 0.39443726] [ 0.49566458 0.53257018 0.45361271 0.46776264 0.51566092] [ 0.14185821 0.58506314 0.46601844 0.80020433 0.47573471] [ 0.17603356 0.73312021 0.30244157 0.84646727 0.50227641] [ 0.66685592 0.54264979 0.50913907 0.33042034 0.45751226] [ 0.86668557 0.44832224 0.52268278 0.20335842 0.36010699] [ 0.6544521 0.49345359 0.24839498 0.50688958 0.30514475] [ 0.27268645 0.52548624 0.40681905 0.79651732 0.38423378] [ 0.09365777 0.48421822 0.42448799 0.91008161 0.58790696] [ 0.52489118 0.63169612 0.33743744 0.56010581 0.3768685 ] [ 0.594646 0.46441634 0.35041073 0.43070958 0.40955848] [ 0.15936256 0.68827469 0.41124978 0.88705136 0.63288735] [ 0.14239661 0.61365981 0.47970935 0.86625939 0.54800092] [ 0.33031062 0.56153356 0.47264018 0.6573893 0.57676953] [ 0.63465181 0.48006724 0.53966592 0.59015852 0.54084015] [ 0.17599498 0.65032096 0.37373478 0.6864543 0.47380378] [ 0.58578961 0.43668828 0.41975192 0.70044634 0.34622817] [ 0.28151968 0.56826082 0.32964855 0.83388798 0.32966808] [ 0.70001807 0.55556098 0.393306 0.67231166 0.39268313] [ 0.72234139 0.48762445 0.39619094 0.47492613 0.3246518 ] [ 0.91049953 0.39082168 0.54770552 0.12873149 0.37502182] [ 0.34081742 0.54498049 0.41276841 0.81282352 0.33281962] [ 0.36952944 0.61209924 0.43131012 0.55358297 0.64095777] [ 0.80315659 0.49651119 0.54555403 0.18569333 0.43536836] [ 0.74873017 0.62607119 0.4393933 0.48734805 0.46127735] [ 0.63769264 0.43366565 0.50770838 0.42172983 0.41486631] [ 0.59296664 0.56164495 0.65120438 0.49697547 0.50989441] [ 0.49725866 0.50817418 0.49947419 0.6067522 0.40207174] [ 0.70405286 0.55029765 0.58078631 0.3948267 0.31080544] [ 0.2604363 0.43062686 0.61876043 0.67338526 0.633384 ] [ 0.24200546 0.59846554 0.38471626 0.76642357 0.54941646] [ 0.4055294 0.57136703 0.36255733 0.60044888 0.4879631 ] [ 0.44843026 0.44970895 0.3513527 0.63292432 0.48012782] [ 0.79811857 0.41378717 0.45731963 0.26808342 0.28320196] [ 0.20318097 0.61960088 0.38818879 0.86247125 0.6599311 ] [ 0.37110176 0.57472614 0.41573552 0.70555292 0.40286371] [ 0.57144154 0.32774074 0.43074188 0.55130733 0.38985182] [ 0.29131631 0.56525297 0.53246416 0.76318575 0.42479104] [ 0.69409826 0.56074841 0.59740226 0.36524937 0.43234994] [ 0.69408405 0.37065316 0.33281726 0.36921741 0.39301655] [ 0.91823712 0.47532146 0.49837971 0.21447407 0.31619313] [ 0.37055494 0.5484947 0.46749304 0.59183505 0.5800372 ] [ 0.59402812 0.59072519 0.47127144 0.60245304 0.38882387] [ 0.14080118 0.58254782 0.57548101 0.86550375 0.52092839] [ 0.52165451 0.60691412 0.48727976 0.71169155 0.35622518] [ 0.73178378 0.4637887 0.58782544 0.30767614 0.42352923] [ 0.64885284 0.47116499 0.43402147 0.35002196 0.46395378] [ 0.90232796 0.42586119 0.48278446 0.20346161 0.3578632 ] [ 0.49884053 0.47411631 0.57861969 0.62009179 0.48024827] [ 0.57146313 0.60086354 0.55777873 0.51968665 0.52708752] [ 0.39362981 0.43905472 0.43124069 0.81100179 0.38080069] [ 0.39320281 0.50490483 0.54208189 0.50339219 0.54653107] [ 0.5931066 0.42256065 0.51129315 0.47722079 0.55529357] [ 0.40288598 0.54357748 0.50511655 0.72024576 0.61369998] [ 0.67222381 0.42377502 0.52197366 0.25681134 0.40569159] [ 0.51450214 0.40169858 0.55088571 0.45804052 0.60584572] [ 0.46242346 0.34134263 0.5102629 0.69061016 0.47277258] [ 0.84606411 0.36075682 0.45072132 0.15263659 0.29461372] [ 0.38236152 0.47215372 0.47200576 0.76187925 0.35662658] [ 0.7235562 0.39183102 0.56899563 0.26932078 0.34147738] [ 0.87529841 0.39070925 0.49289842 0.17120365 0.35681078] [ 0.29493752 0.51745606 0.48109916 0.75804696 0.59313746] [ 0.44056175 0.580254 0.57381705 0.67651684 0.3776666 ] [ 0.2750509 0.61223238 0.54582723 0.76904 0.50734125] Progress: 25.3% ... Training loss: 0.617 ... Validation loss: 1.073[ 0.12204379 0.6173935 0.31118958 0.93821044 0.65194391] [ 0.38132997 0.61968602 0.30189719 0.57784086 0.4369689 ] [ 0.84798868 0.35505223 0.50264157 0.29599026 0.36448736] [ 0.77211361 0.47750562 0.4328254 0.17638311 0.34048033] [ 0.85199614 0.50296423 0.4953218 0.33332875 0.37389831] [ 0.40729733 0.57995424 0.4047036 0.48061045 0.3180238 ] [ 0.41645614 0.61676921 0.46629353 0.7013853 0.57552753] [ 0.15672856 0.69272534 0.39323508 0.81042113 0.47955335] [ 0.89750749 0.3718499 0.51979823 0.13678068 0.30010924] [ 0.55237695 0.48836436 0.5106567 0.48502807 0.53611107] [ 0.83471646 0.23249269 0.58868788 0.22990847 0.41383799] [ 0.4443973 0.5168559 0.63900833 0.69004816 0.43450722] [ 0.53756059 0.52885022 0.5094852 0.38445142 0.49916019] [ 0.21624248 0.63241552 0.52933475 0.8590017 0.51238395] [ 0.16981306 0.57858757 0.43063757 0.7507999 0.56884846] [ 0.59524346 0.47556185 0.44165464 0.46824076 0.42376705] [ 0.72406944 0.35036732 0.53511766 0.34446778 0.3835511 ] [ 0.49692204 0.41793538 0.51086407 0.77581482 0.48425729] [ 0.71888243 0.37045744 0.49847701 0.35069307 0.42322482] [ 0.63003587 0.43179844 0.64342587 0.27091851 0.42486935] [ 0.60748619 0.38744413 0.50751347 0.5119416 0.48890931] [ 0.57096355 0.62641926 0.46539555 0.60075915 0.39421756] [ 0.31227596 0.60093115 0.46685289 0.84486322 0.47476278] [ 0.72447407 0.48489374 0.67015032 0.38893824 0.4479003 ] [ 0.41205725 0.73041272 0.3354706 0.62047776 0.37948952] [ 0.77468199 0.43688702 0.52201313 0.36865176 0.45977887] [ 0.80041028 0.42913839 0.50504279 0.20380006 0.29883941] [ 0.35646333 0.54404432 0.38886569 0.74947772 0.31547694] [ 0.88824054 0.3258579 0.53853811 0.19487472 0.31035132] [ 0.42614527 0.4473819 0.45011857 0.5363097 0.50468585] [ 0.5573629 0.41763042 0.5903541 0.64910182 0.47001922] [ 0.11402152 0.5332077 0.46165449 0.92151749 0.53980413] [ 0.64033552 0.49707968 0.43173752 0.56255881 0.42448171] [ 0.45771983 0.42105154 0.48886117 0.47377682 0.52224255] [ 0.20458946 0.58265161 0.51714143 0.80890706 0.60293835] [ 0.59225633 0.51032798 0.54758128 0.63885649 0.45361426] [ 0.7265962 0.5904226 0.55090358 0.50455732 0.4185149 ] [ 0.21759834 0.59018828 0.38235649 0.78497448 0.43937161] [ 0.61607503 0.44715047 0.52262423 0.44605199 0.55019347] [ 0.26093376 0.56845301 0.61036062 0.80682823 0.51463952] [ 0.40074676 0.54265737 0.34811508 0.61701034 0.48075558] [ 0.24224914 0.60908113 0.45575124 0.64832957 0.56857287] [ 0.70090139 0.37520629 0.53311138 0.26665686 0.46080957] [ 0.24014375 0.62699313 0.40634113 0.87314626 0.49421713] [ 0.39430603 0.61309112 0.41023341 0.67276155 0.43554363] [ 0.31810471 0.5345288 0.57604272 0.75736419 0.40665865] [ 0.75152626 0.36055225 0.46907294 0.27804132 0.29930439] [ 0.59447335 0.5451032 0.43830803 0.61569429 0.33300895] [ 0.50166397 0.55194491 0.49957886 0.74228383 0.37056887] [ 0.43019854 0.37079002 0.58085189 0.65907935 0.56732518] [ 0.45208425 0.37868628 0.50431937 0.63844608 0.43775102] [ 0.69474094 0.50763694 0.36559207 0.51751999 0.3967223 ] [ 0.69368794 0.37089941 0.33270771 0.36944853 0.39312079] [ 0.50377598 0.63098896 0.52851356 0.69992521 0.46827853] [ 0.73616909 0.46474757 0.41810012 0.28057902 0.26535599] [ 0.13827724 0.63090316 0.33262794 0.85829159 0.58273563] [ 0.2147557 0.50250874 0.55960144 0.71298153 0.45088235] [ 0.33297886 0.52245979 0.28813207 0.78711463 0.45684855] [ 0.5669904 0.49246654 0.55208468 0.53159437 0.36795711] [ 0.42683487 0.62833544 0.27878019 0.64811193 0.46048549] [ 0.2325635 0.4959958 0.40548875 0.81898452 0.50107661] [ 0.52214548 0.5931842 0.46979607 0.54250327 0.46370538] [ 0.59095312 0.50441679 0.45083536 0.42402333 0.45469023] [ 0.12870297 0.58587013 0.53723171 0.92740452 0.56014204] [ 0.43803292 0.49830248 0.3853945 0.77441464 0.35158379] [ 0.3462071 0.61467805 0.50606295 0.57512805 0.56616424] [ 0.90022853 0.39044586 0.49766945 0.15036782 0.38503404] [ 0.83734676 0.45566145 0.50010676 0.32083628 0.38053633] [ 0.24815629 0.65534 0.46627756 0.69291506 0.45968697] [ 0.71644541 0.62842059 0.57947023 0.5109526 0.47975904] [ 0.39438184 0.54597266 0.41836724 0.6977685 0.45125716] [ 0.44573675 0.42131858 0.52723896 0.65917662 0.36769563] [ 0.46772087 0.52879704 0.46953584 0.67547084 0.43522974] [ 0.51234155 0.63316254 0.38648522 0.5127609 0.39662735] [ 0.73782425 0.5163246 0.25784024 0.38666811 0.29935513] [ 0.56092488 0.43531871 0.63319894 0.58738116 0.47881254] [ 0.59998769 0.60744405 0.41804642 0.52077727 0.59150368] [ 0.35981336 0.594756 0.34119441 0.66631341 0.48614545] [ 0.32705834 0.60765556 0.29972376 0.72311403 0.5600723 ] [ 0.79129452 0.44903576 0.53024327 0.45429548 0.38219345] [ 0.34374131 0.60985657 0.46038967 0.66469925 0.37790038] [ 0.39302751 0.52830579 0.52813366 0.84626617 0.53034238] [ 0.65959629 0.33735565 0.60750392 0.29063104 0.45418237] [ 0.42478175 0.37433708 0.54354684 0.56622462 0.44297685] [ 0.66188647 0.59853489 0.4828575 0.26308472 0.43060895] [ 0.2946946 0.59904716 0.40254503 0.70834571 0.50690265] [ 0.37990556 0.48148714 0.51699354 0.54594381 0.51586814] [ 0.49807926 0.40145861 0.48847648 0.72267082 0.48612157] [ 0.78093312 0.46224641 0.50960669 0.34367818 0.51754796] [ 0.60641723 0.41425198 0.53079072 0.3470968 0.45215297] [ 0.16516734 0.76878944 0.32564881 0.86173939 0.58618179] [ 0.80312633 0.45879798 0.53713376 0.30292903 0.36137122] [ 0.69293906 0.40010048 0.46450574 0.60154155 0.41605462] [ 0.32292529 0.51862588 0.48622421 0.47039199 0.53562949] [ 0.5668111 0.54652531 0.48014081 0.47776097 0.38874162] [ 0.55005072 0.45784151 0.58413646 0.33387861 0.54748213] [ 0.63956841 0.44322093 0.36593825 0.36801501 0.40988435] [ 0.12908569 0.62502747 0.44764695 0.90088105 0.51567118] [ 0.39042215 0.56376864 0.35687183 0.57851054 0.55843512] [ 0.45313765 0.60553534 0.39537105 0.65091213 0.39748182] [ 0.66268478 0.45914641 0.37077152 0.35599613 0.43502781] [ 0.44087715 0.59100838 0.66011643 0.53615379 0.46721701] [ 0.53443957 0.55980266 0.62772249 0.49957058 0.41683182] [ 0.41242867 0.55203749 0.4452198 0.69383206 0.57513932] [ 0.20091326 0.5827877 0.50141233 0.85081227 0.54697192] [ 0.13505869 0.63241843 0.35616387 0.84213819 0.45028796] [ 0.57045763 0.40783581 0.57116329 0.24488652 0.49545655] [ 0.75958208 0.38152143 0.46241649 0.28170268 0.3515559 ] [ 0.13799779 0.68789898 0.29489078 0.90414544 0.4701056 ] [ 0.24818574 0.63294408 0.28939681 0.84278078 0.44414026] [ 0.87243222 0.38488047 0.47749472 0.16104711 0.28188533] [ 0.62061722 0.40421697 0.68077442 0.31693856 0.43814805] [ 0.70674516 0.29967392 0.40293649 0.3269668 0.50754555] [ 0.64069742 0.47303966 0.50519566 0.39997779 0.42796317] [ 0.48370193 0.51909803 0.39775489 0.49283971 0.31664739] [ 0.42856848 0.49616095 0.47507965 0.46012243 0.42913195] [ 0.36394521 0.54909373 0.45965766 0.70126324 0.54034427] [ 0.62724159 0.49421329 0.49210263 0.48626224 0.35908454] [ 0.74378074 0.49042074 0.5634901 0.44948535 0.32698519] [ 0.56803427 0.379592 0.53971782 0.43038269 0.49150441] [ 0.63452274 0.41127388 0.56853448 0.49818785 0.36431342] [ 0.23991346 0.50317899 0.57267341 0.76281801 0.36191709] [ 0.62845567 0.41134063 0.54971613 0.38010469 0.49768519] [ 0.10214801 0.61455242 0.48009696 0.85197635 0.54767514] [ 0.44855485 0.50802945 0.45165334 0.52065169 0.37959729] [ 0.55194977 0.35204025 0.54238118 0.44800487 0.38099684] [ 0.82407014 0.49501187 0.45337058 0.29185049 0.45482692] [ 0.613992 0.35520228 0.41757883 0.44975091 0.51026752] Progress: 25.4% ... Training loss: 0.617 ... Validation loss: 1.072[ 0.52645372 0.45278038 0.48226031 0.79084439 0.42581035] [ 0.5257895 0.50277888 0.38578683 0.49943207 0.37544487] [ 0.32059994 0.6662122 0.4364151 0.67861316 0.52996862] [ 0.51569018 0.58062027 0.32237643 0.46561722 0.32139537] [ 0.46144347 0.58511937 0.43530972 0.60678623 0.39988734] [ 0.10877556 0.46030634 0.44189093 0.856857 0.61550211] [ 0.39914798 0.49165154 0.61425568 0.76710717 0.34813649] [ 0.1536808 0.62732914 0.42076558 0.86517282 0.62666715] [ 0.70576518 0.39833283 0.47863647 0.4193867 0.44069525] [ 0.53264524 0.37188541 0.65483971 0.59142036 0.50210359] [ 0.70547191 0.41866092 0.53891344 0.25919823 0.45238202] [ 0.48334318 0.4964161 0.51098498 0.42536651 0.65858362] [ 0.74154413 0.2789546 0.57160701 0.28664141 0.36927449] [ 0.79867293 0.3419764 0.5377484 0.25262985 0.43458585] [ 0.43026436 0.4677334 0.4764049 0.7547618 0.30156274] [ 0.64827554 0.43848941 0.46194587 0.54266728 0.44209944] [ 0.35572134 0.56346553 0.58396755 0.66441957 0.5651006 ] [ 0.1272955 0.67381563 0.35962246 0.93928252 0.53498504] [ 0.80675366 0.33372273 0.59802265 0.24064818 0.45106003] [ 0.51993148 0.30814674 0.55694483 0.47146732 0.46459268] [ 0.32436001 0.50358574 0.50466465 0.68669393 0.59152878] [ 0.49065412 0.65600342 0.27659203 0.49128528 0.3518556 ] [ 0.74782528 0.3683623 0.42842306 0.26431524 0.37355066] [ 0.3358021 0.69855658 0.31167106 0.76994301 0.47299932] [ 0.17598509 0.69547507 0.28789904 0.87204977 0.60726457] [ 0.64572469 0.52800891 0.47551396 0.48850057 0.5015058 ] [ 0.57795592 0.65821742 0.43429801 0.49124668 0.42475633] [ 0.85370269 0.31888006 0.45580673 0.10608066 0.31472805] [ 0.69413595 0.49975838 0.50947854 0.43279367 0.3883023 ] [ 0.63939508 0.48611849 0.54953492 0.52843205 0.4465897 ] [ 0.52431956 0.51733898 0.55317445 0.61273025 0.54801387] [ 0.69105239 0.48610051 0.61501128 0.60830243 0.37711899] [ 0.29708136 0.5272376 0.5056183 0.60133706 0.62209162] [ 0.39460942 0.59164573 0.46352789 0.61715536 0.51243633] [ 0.72088174 0.47204736 0.5111408 0.30469643 0.28604997] [ 0.23165509 0.52217876 0.5422359 0.82207295 0.56176084] [ 0.82903016 0.56991024 0.46978376 0.27840301 0.34513976] [ 0.73749555 0.50743463 0.55899683 0.43194534 0.4291088 ] [ 0.29840086 0.53732608 0.30141348 0.8551966 0.55448375] [ 0.80243429 0.37955096 0.58406202 0.14471133 0.46150666] [ 0.90560358 0.29787376 0.65023467 0.10794212 0.31184472] [ 0.22650828 0.56828191 0.38244786 0.76366756 0.4402002 ] [ 0.28717594 0.74193987 0.28891374 0.84732554 0.51134423] [ 0.54924379 0.65880705 0.32689696 0.67038283 0.45425496] [ 0.43238807 0.60422353 0.58744365 0.56790118 0.59514174] [ 0.18361159 0.61329812 0.43358658 0.83825663 0.58483699] [ 0.54908229 0.39149135 0.56731699 0.70383829 0.43062162] [ 0.26457073 0.56477524 0.48478938 0.47855499 0.47360013] [ 0.35850271 0.41258281 0.64630989 0.6874164 0.41385923] [ 0.45509957 0.58483852 0.48970802 0.63389637 0.37131297] [ 0.22127006 0.47217765 0.46287106 0.73960778 0.41192582] [ 0.37156516 0.49650654 0.65138947 0.77792147 0.45042745] [ 0.65485907 0.36722726 0.64966019 0.3913766 0.42896404] [ 0.33941405 0.55823363 0.5017092 0.70309125 0.51949875] [ 0.26450922 0.58151918 0.33660452 0.81037891 0.48932365] [ 0.2698851 0.53763176 0.44051873 0.56198047 0.52024842] [ 0.13690771 0.51614669 0.57130358 0.7893707 0.53310318] [ 0.16181195 0.44942981 0.47831239 0.7386142 0.65558679] [ 0.32364556 0.50646641 0.52905462 0.79123707 0.39128936] [ 0.76655601 0.4705132 0.54401476 0.23373927 0.3640569 ] [ 0.53264524 0.37188541 0.65483971 0.59142036 0.50210359] [ 0.45092516 0.39957361 0.62384658 0.35017718 0.66030833] [ 0.68769732 0.47752229 0.52232289 0.75780087 0.37970553] [ 0.3800192 0.40809599 0.42535093 0.60020247 0.39275824] [ 0.63313581 0.50401702 0.52340191 0.55691883 0.41113493] [ 0.4138952 0.61991 0.37532567 0.6634932 0.41416826] [ 0.47967549 0.47168921 0.52137452 0.45880443 0.49546358] [ 0.7523305 0.3398608 0.56201103 0.32911435 0.35199075] [ 0.54663742 0.46217106 0.66412074 0.61675931 0.4811135 ] [ 0.74514808 0.37559425 0.58699546 0.23468617 0.41497668] [ 0.13021514 0.54368562 0.36483412 0.93452999 0.53467763] [ 0.70356345 0.41572 0.5027753 0.40704335 0.36508431] [ 0.64251037 0.42135712 0.49486022 0.47737895 0.41073855] [ 0.86630089 0.46312475 0.50802807 0.2543005 0.33455599] [ 0.41747026 0.52551916 0.5151719 0.69607245 0.32886447] [ 0.67110044 0.40302726 0.5170241 0.39522454 0.57815434] [ 0.23157747 0.55532319 0.42427859 0.59879594 0.58595338] [ 0.43271187 0.51208988 0.48042222 0.47796711 0.42568208] [ 0.799563 0.30712165 0.61432903 0.23694831 0.41970675] [ 0.54661757 0.40922827 0.50531497 0.54853854 0.30067687] [ 0.7127951 0.50674837 0.48746037 0.33902499 0.32925623] [ 0.19847207 0.58872185 0.42794877 0.69172484 0.53270674] [ 0.49477096 0.63493556 0.43570327 0.60504091 0.39702878] [ 0.47454644 0.52476513 0.41699844 0.5981457 0.53932218] [ 0.45086 0.59741497 0.38603679 0.6716405 0.35954225] [ 0.12865572 0.60422465 0.37637438 0.84540374 0.52262681] [ 0.71370295 0.35433577 0.46864354 0.33551186 0.33935735] [ 0.22429761 0.57889226 0.49979302 0.89855069 0.49119265] [ 0.68661541 0.49302711 0.56693864 0.24390901 0.50165169] [ 0.63999618 0.50420546 0.38084121 0.38592575 0.3835347 ] [ 0.82793675 0.43597199 0.55094079 0.15173803 0.37498516] [ 0.2164459 0.55730715 0.45386173 0.91102828 0.59647184] [ 0.21349363 0.53654909 0.44351504 0.87613717 0.41366404] [ 0.49273295 0.45995172 0.53354591 0.73490287 0.46909463] [ 0.84403037 0.2934431 0.39485585 0.2987817 0.3378652 ] [ 0.75785529 0.41252515 0.44847511 0.40940746 0.42918553] [ 0.68489202 0.49288976 0.38035849 0.36550606 0.36019696] [ 0.15468678 0.72597714 0.42497694 0.81429309 0.593182 ] [ 0.65330417 0.6248925 0.41602592 0.45987618 0.49273839] [ 0.37111599 0.53030855 0.38632795 0.49066247 0.4384064 ] [ 0.78313553 0.44936736 0.5318661 0.23983488 0.33119778] [ 0.44846675 0.59320604 0.42897314 0.52339666 0.54392355] [ 0.48806129 0.41683024 0.57242861 0.5778832 0.47075276] [ 0.64185296 0.33040262 0.57953946 0.33537435 0.30801105] [ 0.25700156 0.57304154 0.53385623 0.86434786 0.43250899] [ 0.71027101 0.34012348 0.65224983 0.26170881 0.44434029] [ 0.81797217 0.43170114 0.56808928 0.18539369 0.44574926] [ 0.50971127 0.53038502 0.47381293 0.43747818 0.54902794] [ 0.65727596 0.54928058 0.36128959 0.61368881 0.33689305] [ 0.40060075 0.51530082 0.54715758 0.67789117 0.4457425 ] [ 0.41726618 0.42100037 0.6220793 0.51199022 0.41815313] [ 0.41227007 0.6442905 0.42632413 0.50474892 0.49494171] [ 0.7975809 0.33378687 0.5410568 0.22250456 0.32148361] [ 0.71409127 0.46126367 0.5475506 0.31153668 0.46399409] [ 0.14718099 0.62341993 0.33572419 0.89210661 0.46721585] [ 0.86908676 0.28775407 0.48310984 0.13244736 0.32033872] [ 0.70090252 0.42642059 0.46161778 0.28353782 0.2899354 ] [ 0.7622461 0.41240209 0.39503192 0.25078738 0.33885542] [ 0.28078692 0.50038155 0.51686739 0.60997414 0.59570319] [ 0.84887154 0.42777553 0.46091871 0.22497371 0.39105003] [ 0.59854815 0.41749379 0.52642491 0.503102 0.51746212] [ 0.25352072 0.5182206 0.47375847 0.78185053 0.50557474] [ 0.89661808 0.42955068 0.61675253 0.14505835 0.33478499] [ 0.80973866 0.32739338 0.56614541 0.17065386 0.38605374] [ 0.48095636 0.42098276 0.49049169 0.78711993 0.46792855] [ 0.69315903 0.53784269 0.50564997 0.44716064 0.34027974] [ 0.73178087 0.64840364 0.37999407 0.62510401 0.42259728] [ 0.67643298 0.58217618 0.4765917 0.55119628 0.38924999] Progress: 25.4% ... Training loss: 0.616 ... Validation loss: 1.073[ 0.73403989 0.37009758 0.58486947 0.33651698 0.39414864] [ 0.57110693 0.52488799 0.46525713 0.50675015 0.5349641 ] [ 0.24811892 0.5620141 0.54885754 0.75683128 0.44700327] [ 0.26568159 0.515345 0.3682446 0.71087945 0.43158992] [ 0.36563946 0.58187785 0.3805509 0.7190265 0.46148937] [ 0.58946298 0.55893026 0.3431248 0.43660863 0.31940928] [ 0.28502347 0.63814523 0.45284481 0.69668401 0.44240011] [ 0.73493793 0.40350063 0.62903091 0.22298693 0.40549586] [ 0.29770859 0.52747034 0.51213671 0.71208138 0.47235027] [ 0.7918306 0.41331974 0.38524622 0.39459567 0.43176496] [ 0.49804009 0.60618559 0.50696537 0.52135911 0.46937755] [ 0.59279329 0.4385923 0.57664494 0.35668495 0.46653837] [ 0.59637323 0.63718871 0.50879247 0.3904825 0.59883713] [ 0.614034 0.66350009 0.55544826 0.55287311 0.46435259] [ 0.53880309 0.47162608 0.50582788 0.47308219 0.37047427] [ 0.63403016 0.49125599 0.67076795 0.38400536 0.49949465] [ 0.14335215 0.56939174 0.39641303 0.83456818 0.64129346] [ 0.68450873 0.54696063 0.50357775 0.52025525 0.43114701] [ 0.49401226 0.47429003 0.54094764 0.40929961 0.61937779] [ 0.33223285 0.62810466 0.38729667 0.73208423 0.39724466] [ 0.75720902 0.40978792 0.50006506 0.25914505 0.32053532] [ 0.77267316 0.36862477 0.66540377 0.26050203 0.41224506] [ 0.45202502 0.40836956 0.416297 0.45268039 0.3962322 ] [ 0.30072344 0.67635056 0.57931548 0.75713386 0.43589213] [ 0.8692312 0.28768819 0.48315365 0.13236273 0.3202943 ] [ 0.1894547 0.62818949 0.31896998 0.79205032 0.51571903] [ 0.91475373 0.29978887 0.5737174 0.15700037 0.32054812] [ 0.26042485 0.56855539 0.34070298 0.74581478 0.42630084] [ 0.56722041 0.47228431 0.46228676 0.53205867 0.33557391] [ 0.09935835 0.56037211 0.4592031 0.90483897 0.68388906] [ 0.27754703 0.45402586 0.47627325 0.8408006 0.58302198] [ 0.61581054 0.48532344 0.49337624 0.32456161 0.48201357] [ 0.18845074 0.42668969 0.56291776 0.77912964 0.60594798] [ 0.39263245 0.51852437 0.44648927 0.4858382 0.59961953] [ 0.2966229 0.65832121 0.28012675 0.66718787 0.48822483] [ 0.4023611 0.59051707 0.57647084 0.57304678 0.51589089] [ 0.44998691 0.32369784 0.45438088 0.70867702 0.39905109] [ 0.61144113 0.42084807 0.55442408 0.30339257 0.57152506] [ 0.81595824 0.2995721 0.65630536 0.19062591 0.44802004] [ 0.20543462 0.57550894 0.5612293 0.86769536 0.63245056] [ 0.60211755 0.45936138 0.52458856 0.42510782 0.50270855] [ 0.80072313 0.33083561 0.58313746 0.37314917 0.43518816] [ 0.82483154 0.31103946 0.56040724 0.21306272 0.39538923] [ 0.3273037 0.66077378 0.47714695 0.80617639 0.57296992] [ 0.46067485 0.65009047 0.34902314 0.75789928 0.53767275] [ 0.41536823 0.40451487 0.55567738 0.67897406 0.42472476] [ 0.41230228 0.63712262 0.56700671 0.69263154 0.42684455] [ 0.78880648 0.43290491 0.5031322 0.33762579 0.45933384] [ 0.31376421 0.71079225 0.33669378 0.799927 0.39086695] [ 0.33629472 0.49761129 0.4353923 0.74000585 0.45402091] [ 0.53796788 0.40143317 0.62433758 0.40080259 0.56564256] [ 0.24395873 0.68154948 0.38462568 0.77083318 0.43764215] [ 0.65891929 0.51122768 0.48918328 0.35872969 0.43763563] [ 0.90014309 0.34092355 0.54185541 0.08895107 0.3048846 ] [ 0.61424227 0.61533298 0.51252471 0.58852874 0.42213038] [ 0.55005173 0.46019874 0.49696427 0.60344298 0.36341717] [ 0.84804552 0.37441947 0.58238677 0.23594527 0.32686328] [ 0.26673956 0.6028255 0.43477252 0.86558346 0.4417687 ] [ 0.65545083 0.41911319 0.47784455 0.44428007 0.49431979] [ 0.49229749 0.60729626 0.41220278 0.60622506 0.42483789] [ 0.27089233 0.50931271 0.41449494 0.80905632 0.47226672] [ 0.6250771 0.43361216 0.42340842 0.61828337 0.28851744] [ 0.53075645 0.54594959 0.30388899 0.53057314 0.40113883] [ 0.74392125 0.4285093 0.40385223 0.50916566 0.44774683] [ 0.76581469 0.46789854 0.67434906 0.34295443 0.44381873] [ 0.42179223 0.42502081 0.64515399 0.58231321 0.46529203] [ 0.38562144 0.52853889 0.54293986 0.61825013 0.57603095] [ 0.29081295 0.56710487 0.4087684 0.85571858 0.55488373] [ 0.77023056 0.31896134 0.57804687 0.20296761 0.51119746] [ 0.26079302 0.56841041 0.48412207 0.75937484 0.53651864] [ 0.43681944 0.54997808 0.57852722 0.76266663 0.41088118] [ 0.5007355 0.3261066 0.5985797 0.36640985 0.42458079] [ 0.3199496 0.6749441 0.48348559 0.87113592 0.55988753] [ 0.68902319 0.42933872 0.5000256 0.30278029 0.43046617] [ 0.49646018 0.44877862 0.50133541 0.53115334 0.45045029] [ 0.77509053 0.44101207 0.56160038 0.38048196 0.34492958] [ 0.24489594 0.664137 0.32462535 0.85247344 0.66181668] [ 0.19527779 0.59235931 0.45662385 0.85462609 0.49370953] [ 0.47315907 0.60019646 0.26391908 0.70387665 0.44038627] [ 0.73206316 0.40610292 0.49825897 0.25748634 0.43132827] [ 0.47467855 0.41192781 0.49015307 0.53941356 0.40651808] [ 0.72379231 0.42483474 0.5934563 0.26200515 0.52086014] [ 0.24165067 0.42999335 0.44250951 0.7730115 0.51143586] [ 0.55006223 0.475788 0.43964303 0.43712122 0.29252675] [ 0.75318794 0.44310144 0.68157379 0.35244617 0.36427966] [ 0.65421362 0.5165455 0.58465052 0.45894494 0.41104542] [ 0.6756584 0.41022466 0.52632582 0.24921846 0.49706289] [ 0.73633675 0.51417987 0.44558514 0.37747238 0.33886081] [ 0.75924755 0.43953023 0.36957521 0.3461439 0.38612119] [ 0.82715293 0.45719899 0.47455513 0.35161725 0.31103646] [ 0.71504822 0.31894565 0.64530288 0.20571496 0.54034089] [ 0.36648373 0.59797508 0.42779243 0.52754947 0.38038892] [ 0.57525668 0.66186914 0.4662875 0.69364852 0.44694998] [ 0.69977603 0.43611904 0.46960837 0.34746113 0.35526612] [ 0.79242532 0.45437206 0.52979374 0.28262801 0.39500212] [ 0.43799978 0.41986363 0.44237234 0.62209011 0.38469966] [ 0.40843653 0.60116396 0.4287767 0.62625775 0.55267189] [ 0.1153863 0.68014005 0.36687718 0.91138496 0.56719049] [ 0.6989404 0.43463601 0.55721146 0.31396373 0.37147762] [ 0.66309894 0.46631618 0.50774991 0.33447155 0.29286575] [ 0.69163932 0.53640281 0.55675158 0.49773947 0.38462422] [ 0.77019992 0.43335396 0.55096783 0.17657887 0.40522163] [ 0.60494433 0.41946188 0.52581586 0.44404458 0.41439596] [ 0.59792601 0.36282106 0.64923994 0.55055401 0.47789651] [ 0.61750518 0.35143993 0.61433474 0.47884206 0.44404288] [ 0.2666721 0.50101764 0.60028311 0.74423879 0.59215257] [ 0.72180917 0.36780798 0.52714035 0.26891787 0.49880005] [ 0.63148208 0.676008 0.40758113 0.61095225 0.4183539 ] [ 0.38936006 0.65344871 0.52869417 0.72644675 0.56039735] [ 0.47178903 0.54415967 0.44177261 0.58345938 0.25340585] [ 0.5768055 0.43720817 0.62499269 0.43534091 0.35771869] [ 0.84855712 0.26993147 0.5540464 0.28959845 0.43563854] [ 0.4913391 0.45645254 0.46192614 0.62435487 0.35434787] [ 0.22867685 0.57471688 0.61346087 0.69866958 0.69196138] [ 0.11678836 0.63401242 0.40526545 0.90245581 0.43463319] [ 0.18898642 0.65260368 0.4834923 0.83772231 0.54879157] [ 0.75333516 0.3962557 0.47863048 0.29347523 0.49900711] [ 0.51731166 0.58808834 0.55542084 0.49000528 0.40500964] [ 0.49159464 0.49682609 0.63185022 0.63922764 0.48656919] [ 0.79472162 0.42556444 0.5176608 0.26348509 0.42304153] [ 0.28936947 0.59386188 0.48741856 0.6354991 0.71223046] [ 0.38356535 0.51910504 0.42155187 0.83932776 0.56477538] [ 0.67942318 0.46402072 0.6464248 0.42466936 0.38421651] [ 0.30852223 0.63770029 0.29764389 0.60674775 0.41724783] [ 0.71121388 0.58649352 0.5515337 0.55271787 0.40337885] [ 0.48164672 0.57064649 0.39114986 0.71066213 0.38798015] [ 0.41063223 0.46303762 0.53181733 0.75716792 0.48157934] [ 0.80614756 0.51434516 0.41376668 0.25922235 0.37857338] Progress: 25.4% ... Training loss: 0.616 ... Validation loss: 1.069[ 0.70481651 0.54381253 0.57188456 0.57839495 0.39250977] [ 0.7700077 0.49200731 0.58312642 0.53977433 0.34977726] [ 0.5997882 0.5710281 0.42208707 0.65712065 0.52925012] [ 0.59189693 0.39755837 0.58045394 0.38636939 0.5401977 ] [ 0.3531115 0.50033013 0.54820979 0.7691915 0.52350576] [ 0.16074577 0.56602683 0.50249494 0.85569693 0.48824821] [ 0.37429023 0.66474488 0.54757899 0.63241895 0.62943019] [ 0.28522979 0.51356471 0.43313695 0.63132968 0.43805506] [ 0.17968594 0.69194819 0.43352679 0.78195608 0.4025513 ] [ 0.13654228 0.6887604 0.39544101 0.80938545 0.58435503] [ 0.53305421 0.55849005 0.34154937 0.66806197 0.24837559] [ 0.81736553 0.31092106 0.67689035 0.15310767 0.42211843] [ 0.61685896 0.33086686 0.5139533 0.29903051 0.42558842] [ 0.71241975 0.53666337 0.4745257 0.45745166 0.31171063] [ 0.71883644 0.32096481 0.65524689 0.24940599 0.56181724] [ 0.65027641 0.50252208 0.51254308 0.40084449 0.28092985] [ 0.83135551 0.44363101 0.49807594 0.28134374 0.278843 ] [ 0.3331581 0.55699124 0.62464574 0.74178299 0.48676081] [ 0.37839169 0.50258159 0.40926953 0.62837663 0.36808006] [ 0.84648072 0.32601723 0.56004653 0.23363146 0.40507652] [ 0.87307893 0.34596966 0.58933914 0.20516841 0.42346686] [ 0.54885263 0.4757561 0.52827568 0.41338083 0.38984975] [ 0.21409662 0.49652104 0.37278713 0.88035812 0.4103591 ] [ 0.76178105 0.40932181 0.58210517 0.31714616 0.46190426] [ 0.75935718 0.43954478 0.36956532 0.34606307 0.38612786] [ 0.39577092 0.42564592 0.58742301 0.7315986 0.47830944] [ 0.79271278 0.32468339 0.53751146 0.2297903 0.36821417] [ 0.26427393 0.5727524 0.42396068 0.69383998 0.56143379] [ 0.61692662 0.47268198 0.42219691 0.5074833 0.2839136 ] [ 0.33886268 0.55860519 0.50154567 0.70339723 0.51964615] [ 0.20895811 0.46450381 0.6232404 0.76700068 0.43761232] [ 0.55479056 0.46774178 0.51902216 0.52574614 0.59596441] [ 0.3157586 0.67206926 0.54720014 0.68351243 0.54644208] [ 0.43987312 0.52799244 0.55511411 0.57180607 0.33148337] [ 0.07506958 0.68668002 0.41087821 0.93646397 0.59087914] [ 0.63493862 0.50144526 0.40475032 0.43820353 0.42677643] [ 0.11817242 0.63344733 0.51854501 0.84322537 0.65088262] [ 0.64603637 0.3413967 0.62398049 0.58434328 0.39770326] [ 0.725009 0.33591547 0.46154163 0.37698798 0.49554915] [ 0.15652401 0.65121906 0.32637435 0.80059404 0.52913244] [ 0.71658723 0.42252355 0.5002426 0.39739663 0.39796938] [ 0.49808644 0.57042348 0.37325797 0.56822749 0.50579643] [ 0.12908044 0.62525388 0.44752132 0.90088694 0.51581206] [ 0.68355547 0.44768381 0.38504519 0.45993946 0.3982916 ] [ 0.79031759 0.37246129 0.41085438 0.22670883 0.2891818 ] [ 0.36407879 0.68128874 0.38969168 0.73120429 0.36557081] [ 0.48971653 0.46635275 0.54583052 0.74102921 0.48027772] [ 0.73878887 0.42506687 0.60358899 0.21422092 0.49106248] [ 0.50939653 0.41940658 0.43970919 0.76426083 0.37978024] [ 0.2592338 0.54426637 0.4310124 0.86035074 0.49325414] [ 0.72917644 0.50630984 0.54508823 0.21279769 0.47787011] [ 0.87198349 0.345472 0.44619166 0.20863784 0.30460713] [ 0.7467287 0.4326243 0.61554376 0.28416185 0.47227944] [ 0.83328099 0.36846305 0.52749672 0.17635273 0.26339854] [ 0.84568179 0.41107727 0.46581697 0.23107483 0.41241182] [ 0.65369438 0.52975473 0.52704819 0.4176324 0.33895801] [ 0.2407383 0.58081353 0.58271015 0.70353913 0.59295896] [ 0.63355267 0.62747345 0.37180391 0.47982271 0.28190183] [ 0.14118697 0.59717454 0.61312214 0.81614084 0.55850876] [ 0.4157816 0.64345206 0.64119169 0.55689656 0.51193532] [ 0.65252167 0.39688349 0.46264607 0.47592782 0.40951075] [ 0.3259889 0.61735278 0.36779586 0.76281931 0.45413037] [ 0.06122456 0.60484159 0.49400003 0.91655822 0.6392999 ] [ 0.84159433 0.37364984 0.56986346 0.17608786 0.41468976] [ 0.82500961 0.54143973 0.53519698 0.40842655 0.35758912] [ 0.14281345 0.56996264 0.39618374 0.83494913 0.64150571] [ 0.8879187 0.29334926 0.70744381 0.14593824 0.37799372] [ 0.15986746 0.62677509 0.4836685 0.90236282 0.56138822] [ 0.68153886 0.38651071 0.50982282 0.23875279 0.41505977] [ 0.84372574 0.39058098 0.55171813 0.29667439 0.33602616] [ 0.76249667 0.47044292 0.52138997 0.24283745 0.389482 ] [ 0.81134559 0.45053846 0.50484633 0.37352636 0.42875679] [ 0.40354195 0.62322837 0.67491356 0.44736722 0.53712992] [ 0.35754954 0.43889277 0.64660485 0.63323312 0.53410005] [ 0.61703594 0.38633073 0.55044883 0.55868995 0.400889 ] [ 0.63741506 0.55448921 0.47009629 0.42966058 0.29774724] [ 0.3494292 0.59901923 0.5456943 0.51520903 0.59525872] [ 0.47833638 0.50521643 0.44394338 0.58490879 0.54742289] [ 0.43080431 0.41887237 0.39091402 0.80111602 0.39575836] [ 0.46700742 0.49973755 0.57463683 0.58475045 0.46320866] [ 0.25934827 0.5594671 0.41814855 0.83950047 0.35333794] [ 0.46659204 0.43797255 0.50560569 0.63612235 0.42273542] [ 0.47584269 0.50019906 0.38127851 0.88178234 0.46172899] [ 0.19891138 0.55951423 0.32882775 0.8076022 0.5693132 ] [ 0.50101121 0.52199504 0.59682696 0.58747153 0.57941322] [ 0.30952754 0.60833408 0.44397947 0.73789243 0.49573447] [ 0.37862826 0.40781853 0.4502398 0.55054216 0.47475441] [ 0.59052897 0.55267468 0.44306695 0.5166703 0.55051007] [ 0.53417725 0.60907056 0.39363518 0.49083306 0.35712999] [ 0.56278054 0.52978879 0.48086457 0.43160078 0.38929202] [ 0.34377743 0.53119671 0.30305898 0.83242826 0.48670301] [ 0.86620507 0.46321889 0.50799408 0.25436238 0.33455968] [ 0.62137496 0.53200532 0.65911204 0.49702523 0.46981082] [ 0.43266244 0.52449092 0.52042723 0.58867593 0.36165287] [ 0.43264984 0.60420067 0.58744189 0.56778209 0.5951437 ] [ 0.47811943 0.46091044 0.51669237 0.61937732 0.46212613] [ 0.46532663 0.51109247 0.50879749 0.69182988 0.37833892] [ 0.4282411 0.59340996 0.53800762 0.50625595 0.67161334] [ 0.37870431 0.61276064 0.34755041 0.52009551 0.48832551] [ 0.49937853 0.4388303 0.28544576 0.51006312 0.44924997] [ 0.1806886 0.58428427 0.54617697 0.85488388 0.50774373] [ 0.40904225 0.43660639 0.53235977 0.72474125 0.33239181] [ 0.79953656 0.45930135 0.35566785 0.30289504 0.33304721] [ 0.40844116 0.60117588 0.42877243 0.62627397 0.55268344] [ 0.69318816 0.2388139 0.60779814 0.39415434 0.47212052] [ 0.22991247 0.68544724 0.39317812 0.77628688 0.42629287] [ 0.83135551 0.44363101 0.49807594 0.28134374 0.278843 ] [ 0.27387479 0.65321773 0.32829243 0.75239732 0.44156268] [ 0.70815054 0.36462106 0.57850164 0.38800926 0.42917403] [ 0.7185258 0.37066431 0.49838362 0.35087296 0.42330559] [ 0.76815243 0.42268974 0.5054985 0.3058258 0.4607817 ] [ 0.33700677 0.55111044 0.50253517 0.68956961 0.6337697 ] [ 0.51630316 0.50543009 0.45910831 0.41835258 0.42795246] [ 0.36686876 0.62596918 0.31964258 0.80391758 0.27911243] [ 0.77215964 0.37784786 0.53885467 0.23565929 0.40248434] [ 0.67163101 0.28665911 0.46249788 0.41104788 0.43064944] [ 0.74226318 0.50407164 0.53671438 0.31499922 0.50218643] [ 0.47839092 0.60262441 0.43669595 0.6909712 0.35789173] [ 0.87882231 0.32658915 0.64000916 0.23375838 0.34355338] [ 0.31676613 0.63397798 0.31678566 0.61027432 0.49075609] [ 0.14236008 0.61420696 0.47947414 0.86628351 0.54824575] [ 0.10750249 0.60301984 0.54508906 0.83818303 0.64254159] [ 0.15888252 0.6057934 0.49411305 0.90641218 0.53147799] [ 0.11058893 0.60234424 0.37416476 0.87282711 0.54290299] [ 0.49503296 0.60260476 0.58810215 0.50258846 0.40955409] [ 0.64920319 0.40698566 0.50996706 0.39730386 0.44940698] [ 0.27058445 0.72280934 0.34508769 0.84591055 0.52595953] [ 0.10578746 0.60257739 0.36272918 0.94635751 0.56044159] Progress: 25.5% ... Training loss: 0.616 ... Validation loss: 1.065[ 0.76409049 0.4717038 0.41900769 0.33062711 0.42173782] [ 0.54199431 0.36021736 0.58204496 0.6129292 0.43639755] [ 0.25696904 0.54705358 0.5986674 0.81772619 0.53952756] [ 0.50062512 0.52218649 0.59674989 0.58761223 0.57949059] [ 0.3328364 0.55371825 0.51435852 0.82352136 0.49476924] [ 0.57410149 0.49813365 0.61735862 0.48698158 0.46956363] [ 0.84126726 0.3329256 0.59167234 0.21536813 0.38004457] [ 0.13114681 0.61997774 0.37528185 0.90187358 0.58971828] [ 0.76337638 0.48898555 0.54714679 0.36814113 0.42579343] [ 0.06094343 0.60549005 0.49371311 0.91677419 0.63957033] [ 0.53747182 0.48081032 0.53958687 0.66793344 0.38132327] [ 0.401277 0.57661886 0.460523 0.77668319 0.30507273] [ 0.61300513 0.52090353 0.44604818 0.34124108 0.39711226] [ 0.62135859 0.52945233 0.49744429 0.54744054 0.41041325] [ 0.44508914 0.56931763 0.46865991 0.78371476 0.5612599 ] [ 0.7275102 0.3364253 0.51906446 0.30954822 0.40403549] [ 0.09294559 0.61890394 0.44497398 0.94995939 0.68673015] [ 0.48954701 0.45437418 0.54859215 0.74296552 0.48900235] [ 0.48724263 0.60232987 0.56060965 0.40557797 0.63283848] [ 0.16458957 0.55312049 0.59961046 0.81018787 0.61181305] [ 0.25643934 0.68696567 0.430455 0.74334519 0.56429814] [ 0.72077522 0.56525796 0.41593465 0.4808972 0.41776106] [ 0.12778878 0.54140405 0.43617767 0.80124466 0.55648018] [ 0.43218615 0.49303532 0.47894673 0.73409048 0.34897922] [ 0.41292787 0.51873368 0.40406934 0.8279969 0.39712066] [ 0.42474498 0.48598154 0.51826778 0.48342667 0.29458822] [ 0.60843567 0.27845106 0.5440706 0.3558982 0.47919728] [ 0.51746722 0.46705051 0.52857459 0.31616472 0.51578653] [ 0.13591234 0.56719361 0.47429776 0.79568656 0.61962234] [ 0.8380488 0.38054494 0.52478938 0.29389451 0.39559665] [ 0.46899935 0.5480465 0.47379138 0.62368049 0.43456423] [ 0.81082445 0.41520151 0.42930189 0.42701175 0.422068 ] [ 0.18467781 0.50560161 0.35907383 0.87781867 0.52420181] [ 0.44028131 0.49485692 0.44806815 0.43574181 0.52083781] [ 0.13393051 0.63381875 0.35555638 0.8429172 0.45094159] [ 0.60509434 0.56525357 0.36616794 0.53454884 0.39744853] [ 0.4179866 0.37883561 0.38467428 0.53918513 0.47695551] [ 0.64461087 0.41511928 0.64888067 0.69416455 0.29757545] [ 0.32263387 0.47082491 0.42557122 0.65918383 0.60319483] [ 0.43224036 0.61220405 0.52999842 0.63746568 0.57524692] [ 0.77683451 0.34326573 0.47785054 0.2372354 0.3255097 ] [ 0.74711699 0.44939989 0.54056743 0.34892517 0.45183517] [ 0.44401896 0.61367577 0.41411615 0.62216725 0.51409942] [ 0.69902829 0.42678611 0.49033512 0.34012984 0.35999543] [ 0.25209056 0.62701364 0.47763892 0.5925664 0.55894425] [ 0.43223203 0.49078288 0.43325537 0.59708335 0.51797734] [ 0.69881643 0.45867129 0.48425109 0.40523821 0.38216038] [ 0.87721528 0.40166821 0.57470496 0.42097606 0.37179327] [ 0.38019872 0.59494168 0.50909149 0.74643785 0.56203186] [ 0.82087726 0.34574862 0.60893488 0.20176455 0.39906779] [ 0.35086185 0.49214236 0.53761641 0.68786875 0.61176708] [ 0.57529836 0.39898336 0.70052718 0.52705087 0.36297911] [ 0.31666126 0.41799753 0.43058755 0.62368492 0.54086265] [ 0.70462193 0.48227177 0.4212648 0.17995165 0.33122658] [ 0.20815786 0.48619804 0.47864309 0.84372279 0.53137042] [ 0.80801012 0.42435851 0.62456697 0.17436023 0.45999375] [ 0.67013934 0.40441514 0.31321541 0.40921034 0.3529153 ] [ 0.65555383 0.54807805 0.4409113 0.58030261 0.47349301] [ 0.41574051 0.61723873 0.46607016 0.70175747 0.57574745] [ 0.1360586 0.61012678 0.46042222 0.81383393 0.58726981] [ 0.50622956 0.49311044 0.56019953 0.70979026 0.4582391 ] [ 0.42345977 0.45791321 0.46158189 0.74375676 0.35089086] [ 0.28734234 0.61153038 0.57759204 0.76698306 0.58186296] [ 0.520857 0.43301479 0.40366268 0.50086533 0.34956707] [ 0.88262264 0.33848371 0.46504113 0.23675964 0.30906106] [ 0.87035277 0.40190802 0.43586982 0.22318714 0.39422209] [ 0.51595636 0.48938522 0.46935332 0.6647015 0.50057974] [ 0.19022217 0.62828187 0.48681757 0.77421227 0.45862597] [ 0.49398194 0.51780551 0.40516978 0.41387009 0.48748229] [ 0.53510514 0.40091111 0.48731488 0.51150108 0.34577194] [ 0.25243858 0.6647487 0.41097663 0.65941647 0.57039467] [ 0.60555911 0.60119028 0.48559733 0.51133745 0.37318863] [ 0.93882635 0.29054276 0.63604962 0.1009159 0.32743943] [ 0.77493333 0.43289784 0.5172974 0.33752566 0.41702547] [ 0.46676065 0.49990604 0.574563 0.58485059 0.46328563] [ 0.73554242 0.45540441 0.44503398 0.41203032 0.36292829] [ 0.13279107 0.57795675 0.46313437 0.87241849 0.56606312] [ 0.81060128 0.43244912 0.45352961 0.35881718 0.37911028] [ 0.49492992 0.49110516 0.62275231 0.42255329 0.4806565 ] [ 0.55767899 0.58273057 0.53529663 0.55871901 0.41454346] [ 0.38560472 0.47946375 0.44964965 0.79469986 0.44604812] [ 0.16966123 0.55843818 0.5111 0.8805118 0.59720833] [ 0.71543776 0.31720768 0.38050891 0.37420087 0.28761962] [ 0.66179703 0.42964799 0.45250612 0.39721069 0.36903723] [ 0.66978272 0.58762263 0.6430878 0.4375328 0.4423824 ] [ 0.57531994 0.57400338 0.35099018 0.41300196 0.30031422] [ 0.68067869 0.33535158 0.510087 0.57180792 0.39549847] [ 0.32227868 0.5860647 0.53753935 0.77724014 0.52016253] [ 0.78324812 0.26014081 0.62644651 0.22868545 0.45297869] [ 0.89809903 0.34908081 0.54496983 0.12165071 0.35122665] [ 0.50622956 0.49311044 0.56019953 0.70979026 0.4582391 ] [ 0.34820779 0.59964238 0.54541675 0.51591147 0.59551417] [ 0.70919121 0.53145331 0.41198996 0.46547832 0.31943059] [ 0.20321547 0.65965644 0.35850461 0.8254758 0.4633025 ] [ 0.18465623 0.55852657 0.41779705 0.78854237 0.43174654] [ 0.55213375 0.40061538 0.41838823 0.63273379 0.34405115] [ 0.78553275 0.48977614 0.56739653 0.23199368 0.45730235] [ 0.35831999 0.6320842 0.47555614 0.68044984 0.42122587] [ 0.72402483 0.53198987 0.25859725 0.51233371 0.370074 ] [ 0.31750291 0.40075128 0.47563634 0.68425616 0.61941809] [ 0.27646355 0.65817162 0.53137521 0.67289531 0.41639725] [ 0.2431769 0.61209176 0.38710928 0.85076627 0.66322144] [ 0.51053558 0.3716347 0.45489529 0.45626766 0.54271943] [ 0.87073443 0.42670925 0.46565663 0.16480619 0.24301255] [ 0.24705479 0.63383027 0.28903715 0.84327864 0.44457384] [ 0.08593395 0.66427856 0.4383456 0.93913395 0.70389402] [ 0.49129479 0.43898281 0.46563635 0.49646149 0.51258769] [ 0.76894007 0.44085437 0.47185222 0.16512242 0.33784949] [ 0.59488144 0.37663785 0.54505127 0.61031253 0.4116339 ] [ 0.75961118 0.38134129 0.34788891 0.37662523 0.34378323] [ 0.64401188 0.45743546 0.54713392 0.39864515 0.52687919] [ 0.31428232 0.6099612 0.37073136 0.67868991 0.42417529] [ 0.32995776 0.47217933 0.66355328 0.72576554 0.4828484 ] [ 0.63248498 0.48968702 0.51271301 0.36285582 0.56814598] [ 0.68090159 0.49027844 0.42871286 0.42622645 0.38113344] [ 0.07482795 0.68713619 0.41065673 0.93660624 0.59111484] [ 0.68832723 0.42876463 0.5709335 0.35542782 0.35638651] [ 0.55108427 0.51624664 0.39929895 0.45400843 0.39467049] [ 0.10386072 0.65714067 0.42660504 0.93282089 0.50518483] [ 0.1712777 0.743979 0.30120501 0.85161204 0.57355764] [ 0.49427051 0.48740991 0.5862233 0.46615239 0.4118585 ] [ 0.42943393 0.58234443 0.60588359 0.57001385 0.62249125] [ 0.47927472 0.50205168 0.65017943 0.65524455 0.50720707] [ 0.23200872 0.63464426 0.40468921 0.88040709 0.5303769 ] [ 0.78355965 0.50986821 0.58325385 0.38087277 0.41735173] [ 0.84094769 0.37661025 0.5665259 0.25867349 0.39854955] [ 0.79789393 0.35330168 0.63448371 0.18599418 0.38582999] [ 0.47243342 0.50244901 0.45758589 0.51273427 0.53197898] Progress: 25.6% ... Training loss: 0.616 ... Validation loss: 1.062[ 0.32708695 0.63135518 0.3841587 0.82893366 0.61781346] [ 0.87863595 0.42520963 0.57980644 0.15722049 0.4330555 ] [ 0.72237451 0.38799834 0.52532753 0.25058499 0.43665092] [ 0.85237056 0.25190815 0.63100905 0.15195789 0.45271521] [ 0.50342984 0.57452823 0.3419627 0.56736099 0.34724791] [ 0.73501772 0.26283128 0.58653884 0.22828729 0.36242832] [ 0.62027767 0.36905942 0.53862764 0.32246452 0.36041767] [ 0.63909784 0.40439453 0.56426128 0.37930773 0.47615414] [ 0.60045938 0.29686715 0.57142067 0.60218303 0.42604112] [ 0.28657586 0.69841398 0.34405106 0.67255978 0.45986141] [ 0.47999617 0.42675868 0.40218278 0.56856874 0.57966653] [ 0.28587356 0.61588648 0.37278952 0.90576374 0.43006589] [ 0.59408312 0.45752943 0.41984979 0.46112766 0.31885896] [ 0.27955253 0.67731551 0.43288485 0.75276864 0.53641755] [ 0.58954784 0.37835057 0.51388575 0.34808666 0.4806632 ] [ 0.78406632 0.58068287 0.47823763 0.55906249 0.38109727] [ 0.89931233 0.30167755 0.64448438 0.13755192 0.33150114] [ 0.20747373 0.56067899 0.58877106 0.75038635 0.58918355] [ 0.60294607 0.37213569 0.5716313 0.52965648 0.3944852 ] [ 0.77835698 0.43422799 0.48333321 0.35403946 0.44637572] [ 0.83101962 0.32639743 0.40459733 0.1718498 0.31067353] [ 0.73591354 0.49487586 0.45596913 0.36997152 0.4479479 ] [ 0.27228543 0.52641949 0.40643649 0.79676043 0.38457991] [ 0.67941311 0.58274298 0.574952 0.53111069 0.4199953 ] [ 0.68662225 0.39425565 0.60912171 0.39686821 0.46046789] [ 0.62217946 0.5346174 0.35175445 0.43487848 0.42681087] [ 0.67695439 0.43066996 0.50083662 0.49411083 0.39628433] [ 0.07660626 0.52993192 0.34229908 0.92457187 0.5402666 ] [ 0.66716173 0.33714066 0.62301523 0.19875118 0.45752216] [ 0.85827769 0.3791584 0.46046281 0.26602798 0.41141346] [ 0.32804612 0.45197179 0.65840142 0.82211762 0.47714415] [ 0.68934746 0.56576838 0.48426011 0.44557664 0.44350272] [ 0.5795069 0.37803358 0.49442822 0.36810207 0.3944903 ] [ 0.30565916 0.53590248 0.47024549 0.67066548 0.60549945] [ 0.5874525 0.46966352 0.60622852 0.48328719 0.41149053] [ 0.16549791 0.44330906 0.40759611 0.90345127 0.54909901] [ 0.47598634 0.51203352 0.48005401 0.64333201 0.44666111] [ 0.2468375 0.53640697 0.43207314 0.80743351 0.37364056] [ 0.37426597 0.66477928 0.54755775 0.63242851 0.62945051] [ 0.42634884 0.54701617 0.58428833 0.53732588 0.41407149] [ 0.60544245 0.47031863 0.57113716 0.24769875 0.55211543] [ 0.81174864 0.30820863 0.51532269 0.34370107 0.44437968] [ 0.11013828 0.59602792 0.43515828 0.89393348 0.43411647] [ 0.18701954 0.57790831 0.42231849 0.86608297 0.46477403] [ 0.49949082 0.53016145 0.46901356 0.78433523 0.53776831] [ 0.54915036 0.53001481 0.50638947 0.51125287 0.60564794] [ 0.61781488 0.52998339 0.60751651 0.63787106 0.40072994] [ 0.7644923 0.56419694 0.38769748 0.50148667 0.47905143] [ 0.50186351 0.45850281 0.52422615 0.50136957 0.51061087] [ 0.65725778 0.43874088 0.57074598 0.45915928 0.36336088] [ 0.22001181 0.45435451 0.45533031 0.50864756 0.75330087] [ 0.30980024 0.41036861 0.43474527 0.76941428 0.42307877] [ 0.6065772 0.45230799 0.52006201 0.55614292 0.43987029] [ 0.40920334 0.58784421 0.52911371 0.59665011 0.50469675] [ 0.63361959 0.36948477 0.49908487 0.36854945 0.49291003] [ 0.7070457 0.35280765 0.40043224 0.38371117 0.35130264] [ 0.45907089 0.55365063 0.4444219 0.60243995 0.52027195] [ 0.57362857 0.52512586 0.38770329 0.6252085 0.5150022 ] [ 0.85380656 0.4687837 0.41993807 0.23519943 0.31828461] [ 0.68065681 0.52873111 0.48699805 0.36791393 0.47463056] [ 0.50538198 0.44147959 0.42461095 0.41693478 0.42158588] [ 0.45612975 0.5480894 0.58866662 0.60095138 0.39030829] [ 0.71825531 0.52936622 0.4426732 0.40514323 0.38758227] [ 0.08682097 0.55871636 0.43054338 0.85157774 0.58585226] [ 0.36876313 0.60980672 0.41065659 0.66451144 0.4601227 ] [ 0.07680566 0.61233061 0.43727791 0.88192315 0.56398867] [ 0.63588921 0.50661272 0.51483032 0.73237823 0.37696663] [ 0.51478134 0.4468907 0.51531439 0.39563497 0.58108034] [ 0.8891025 0.31809547 0.57476031 0.17662712 0.38715634] [ 0.51371543 0.48097911 0.52789495 0.41152749 0.55641254] [ 0.39692025 0.46804001 0.50310628 0.61803907 0.4303946 ] [ 0.25724007 0.46441037 0.4410708 0.85673226 0.50688957] [ 0.23139559 0.53993792 0.49896917 0.78678955 0.56092596] [ 0.18677411 0.45384638 0.37271215 0.90560768 0.46329082] [ 0.16454339 0.61687668 0.5733874 0.84821762 0.56378237] [ 0.84165284 0.34587735 0.67714261 0.21271501 0.44045051] [ 0.60015158 0.39762267 0.35184947 0.46969461 0.48642435] [ 0.74894559 0.43670705 0.41567724 0.32455522 0.34752105] [ 0.62116478 0.43638473 0.5502994 0.36102098 0.44133007] [ 0.59654493 0.60045995 0.51907251 0.45384633 0.42125249] [ 0.56775041 0.57269819 0.44660412 0.50790284 0.60524474] [ 0.83390575 0.49203362 0.5452441 0.30063869 0.34593074] [ 0.62531492 0.40785156 0.58180908 0.48234721 0.38787717] [ 0.59956615 0.65629494 0.58247661 0.45777806 0.49478213] [ 0.28039769 0.6073952 0.30393707 0.63759292 0.4346925 ] [ 0.49289515 0.54933273 0.53006266 0.53699315 0.42321525] [ 0.22346662 0.65209431 0.33457512 0.80264729 0.52934426] [ 0.14005905 0.7789431 0.36749695 0.86103283 0.50072593] [ 0.69965557 0.57204391 0.42648735 0.58701383 0.39295346] [ 0.68215744 0.49448232 0.37973808 0.36717033 0.36077496] [ 0.240117 0.63550638 0.39384801 0.76670731 0.55751908] [ 0.09593068 0.63477086 0.46984573 0.85902593 0.41823101] [ 0.64892115 0.55660512 0.45500445 0.38404459 0.54663567] [ 0.2430137 0.55163922 0.60463172 0.75298028 0.65499583] [ 0.42670837 0.49508519 0.44461264 0.5556448 0.41615777] [ 0.74020862 0.34572428 0.58420439 0.42912868 0.33117228] [ 0.7829134 0.47331228 0.3307414 0.32687679 0.26175018] [ 0.17217164 0.76620385 0.38965548 0.80340872 0.59028682] [ 0.33381486 0.59347256 0.34546149 0.59387454 0.42735222] [ 0.52375021 0.52407773 0.4544262 0.49018522 0.405364 ] [ 0.51666808 0.67071767 0.414248 0.66402825 0.43561906] [ 0.28098505 0.62901058 0.49842601 0.80603193 0.57117366] [ 0.144661 0.53513289 0.45268669 0.83518621 0.47333681] [ 0.57183863 0.56652503 0.41515594 0.68822576 0.31767529] [ 0.31306285 0.49254974 0.58406385 0.62590373 0.58748179] [ 0.76670469 0.3528966 0.59989953 0.27899889 0.36250873] [ 0.68242006 0.33427236 0.36364261 0.35884779 0.38457016] [ 0.59317838 0.54110077 0.46669435 0.45803071 0.35443224] [ 0.31130889 0.46378832 0.51072121 0.71043043 0.45923561] [ 0.34018839 0.49419504 0.53183291 0.57915387 0.492647 ] [ 0.41432812 0.47591353 0.47786268 0.60482042 0.35458372] [ 0.51673014 0.40188133 0.56892601 0.67671677 0.46973424] [ 0.59338397 0.54869402 0.49318706 0.50752155 0.54527723] [ 0.59190869 0.46483626 0.50186802 0.41949071 0.50364426] [ 0.43651203 0.69904602 0.40568609 0.68726599 0.45290139] [ 0.5261847 0.57478224 0.41586602 0.61465388 0.32247383] [ 0.53978226 0.63978225 0.355346 0.6314161 0.42909073] [ 0.14504404 0.5720857 0.41869283 0.8600026 0.5241504 ] [ 0.57853663 0.4278567 0.51620877 0.32363287 0.37307481] [ 0.3025302 0.4976255 0.50327845 0.64017476 0.45000277] [ 0.59979814 0.39253998 0.58440254 0.35446502 0.51723458] [ 0.33916504 0.46501629 0.40837382 0.86703 0.44357684] [ 0.69772081 0.36082959 0.48742779 0.25922106 0.40485959] [ 0.74554856 0.44117827 0.58140869 0.32689641 0.42478955] [ 0.73852876 0.4763055 0.48251438 0.47926597 0.52919332] [ 0.76567997 0.31592457 0.57184756 0.27690619 0.50624914] [ 0.36029033 0.52458538 0.42191183 0.46619011 0.57344299] [ 0.43293103 0.44822984 0.50025192 0.68228793 0.3952869 ] Progress: 25.6% ... Training loss: 0.615 ... Validation loss: 1.065[ 0.54473105 0.40423543 0.49638327 0.42224984 0.42816356] [ 0.7550334 0.24612374 0.50211188 0.31383321 0.42676673] [ 0.65871153 0.47554685 0.4712828 0.52568201 0.51170739] [ 0.30183337 0.48852578 0.60863234 0.71385607 0.51265781] [ 0.21333916 0.6912895 0.41878382 0.86134169 0.63831658] [ 0.16862243 0.72821881 0.36727578 0.75558706 0.52019963] [ 0.71922918 0.30959043 0.4717909 0.34831904 0.51672489] [ 0.66662342 0.38282043 0.60181174 0.28951889 0.5693604 ] [ 0.40698244 0.5153456 0.59670125 0.64922845 0.60784649] [ 0.54294209 0.52648125 0.64288863 0.58655847 0.42871535] [ 0.45254122 0.60311743 0.49204395 0.6982819 0.48768262] [ 0.64157938 0.50092762 0.54342671 0.21350538 0.59646238] [ 0.66191215 0.45997187 0.37041934 0.35640372 0.43537772] [ 0.55349916 0.37988149 0.56502582 0.64787725 0.42964431] [ 0.68577889 0.40947957 0.61543785 0.29651931 0.34179387] [ 0.32297577 0.45615495 0.46679386 0.89417534 0.42678423] [ 0.62152526 0.57589396 0.35942546 0.41849641 0.34028673] [ 0.68538724 0.39902713 0.46329115 0.42400678 0.37373741] [ 0.23951445 0.49045511 0.38619615 0.63031881 0.72453071] [ 0.50043114 0.476322 0.52072049 0.50858964 0.46749032] [ 0.17746176 0.54595882 0.49866727 0.75915947 0.49291581] [ 0.55077501 0.42411789 0.51485374 0.75108418 0.41808438] [ 0.21586251 0.50866957 0.46767538 0.75442452 0.45230433] [ 0.18857649 0.62222976 0.54700853 0.73803589 0.70007452] [ 0.4005174 0.42876947 0.5744084 0.40740921 0.52106047] [ 0.25307069 0.68409886 0.43078567 0.72093361 0.38519414] [ 0.34864921 0.68622124 0.51946137 0.68227696 0.49361457] [ 0.39626049 0.65341032 0.36833191 0.82470782 0.54824068] [ 0.54983772 0.4467502 0.58223851 0.49541961 0.43749174] [ 0.38085566 0.58709445 0.45229362 0.72124176 0.60536558] [ 0.47328135 0.42464775 0.49663629 0.51673922 0.45552834] [ 0.43895581 0.54938467 0.42210779 0.61258295 0.33068614] [ 0.52224475 0.50020297 0.33226786 0.59626584 0.46046566] [ 0.23746176 0.63286436 0.4992181 0.84889405 0.63225172] [ 0.45020272 0.5981454 0.38571852 0.67204882 0.35983303] [ 0.40939071 0.48097044 0.56963156 0.77551595 0.42994442] [ 0.20245135 0.44955089 0.42175262 0.79054086 0.44498532] [ 0.64954113 0.41164554 0.43184027 0.71377647 0.27825454] [ 0.69627032 0.48417951 0.60469848 0.27666285 0.50525235] [ 0.25651914 0.6357516 0.39444486 0.88996793 0.53255819] [ 0.74358923 0.63587714 0.42605196 0.45156732 0.45288969] [ 0.57282397 0.53178379 0.45649088 0.48923604 0.3545569 ] [ 0.83902982 0.39662948 0.53620018 0.37057893 0.38826968] [ 0.61889664 0.47534637 0.55851114 0.49598249 0.42260691] [ 0.56890684 0.52880996 0.57141823 0.56012535 0.29069167] [ 0.44985196 0.43080737 0.50520274 0.63197965 0.36588171] [ 0.54334436 0.42353259 0.47579429 0.66683248 0.31997425] [ 0.92905561 0.32032 0.53228853 0.15289354 0.38935608] [ 0.38419424 0.3992114 0.45418018 0.59260815 0.45793134] [ 0.41971469 0.53378563 0.39757742 0.72546052 0.34491561] [ 0.61810729 0.67007617 0.41992546 0.57729196 0.5082617 ] [ 0.69880393 0.4707857 0.50584119 0.35931544 0.42318281] [ 0.89242899 0.31267371 0.57963685 0.16012327 0.42130116] [ 0.86834126 0.24545994 0.71593998 0.14326228 0.45987601] [ 0.76185691 0.36237027 0.57279266 0.24820555 0.47425644] [ 0.53763072 0.52912041 0.50933882 0.38445883 0.49930564] [ 0.48386997 0.517426 0.46741675 0.59928967 0.50484903] [ 0.69793543 0.37525679 0.58057528 0.52852234 0.39520816] [ 0.68392586 0.5406247 0.41740673 0.41771349 0.36214765] [ 0.55301586 0.51575382 0.53434994 0.69002668 0.43975867] [ 0.57087305 0.44967403 0.36363585 0.38663178 0.42906998] [ 0.17103205 0.58792171 0.48149269 0.78508166 0.46464757] [ 0.34220202 0.69127232 0.32585212 0.77424135 0.547425 ] [ 0.56188521 0.53640758 0.359683 0.554107 0.4413914 ] [ 0.57395385 0.43099628 0.54757276 0.30613754 0.52457444] [ 0.68165269 0.44259276 0.51674164 0.38706945 0.41059214] [ 0.42567205 0.39650643 0.59134712 0.60911048 0.60792637] [ 0.50507781 0.45443784 0.49422248 0.71243277 0.31878506] [ 0.35479911 0.63582324 0.59504677 0.67069429 0.56827394] [ 0.80310378 0.34399117 0.62301569 0.16363149 0.48193223] [ 0.2549911 0.55672286 0.38873149 0.7797228 0.58750016] [ 0.13953613 0.58079835 0.37840225 0.92469594 0.49159233] [ 0.28729593 0.69767367 0.44321909 0.74534434 0.47078733] [ 0.07200537 0.70392687 0.34467273 0.92030924 0.59361329] [ 0.55895392 0.47173724 0.53002792 0.39071705 0.52964326] [ 0.73944937 0.4479351 0.62318784 0.28370498 0.50758064] [ 0.31084057 0.60558392 0.45539045 0.71078165 0.55797841] [ 0.13862097 0.59082597 0.38780865 0.90883523 0.47170155] [ 0.44748017 0.40094649 0.43850996 0.45754725 0.58464826] [ 0.51030676 0.40762297 0.5357334 0.62575815 0.56994923] [ 0.71688458 0.44006471 0.58285297 0.32593164 0.50074826] [ 0.7977805 0.29299145 0.63002557 0.19239212 0.49169084] [ 0.34193804 0.66498918 0.47053942 0.75453381 0.48212744] [ 0.49624575 0.4346265 0.73248267 0.66305385 0.45549512] [ 0.53840051 0.40704484 0.46514162 0.67296447 0.45782501] [ 0.35915107 0.66958568 0.36990903 0.74593042 0.35223117] [ 0.18790314 0.66946899 0.33850571 0.77263762 0.56414485] [ 0.53673003 0.42623288 0.40663464 0.44997693 0.45370426] [ 0.36420032 0.57673589 0.40952731 0.68423826 0.54766007] [ 0.44705351 0.50274038 0.29338095 0.71579792 0.33891546] [ 0.62384908 0.61756105 0.41255403 0.71206968 0.4640788 ] [ 0.79789476 0.42228467 0.53124267 0.4340725 0.36419941] [ 0.36716326 0.44739135 0.61263262 0.71145842 0.51822561] [ 0.22938594 0.60105402 0.55195525 0.78626622 0.49487775] [ 0.56574411 0.47475369 0.50372215 0.39252736 0.42670258] [ 0.59573942 0.42036923 0.46733676 0.52184997 0.39287185] [ 0.16306256 0.73447745 0.31519822 0.90930235 0.57268307] [ 0.47785814 0.60081086 0.39124699 0.68080016 0.55061102] [ 0.69694659 0.41126336 0.52491269 0.32331301 0.41481851] [ 0.32350603 0.59467635 0.44556852 0.7830752 0.45089157] [ 0.47299398 0.46621057 0.56222536 0.72337753 0.42512706] [ 0.8791858 0.35272914 0.57878371 0.1754708 0.37035063] [ 0.5207041 0.36295922 0.56213999 0.43584781 0.39779688] [ 0.52478014 0.51815559 0.51422945 0.54575613 0.60748075] [ 0.52821786 0.57249826 0.54797441 0.64835534 0.41076488] [ 0.82943835 0.30790798 0.45565988 0.30736161 0.36995551] [ 0.55027265 0.41619534 0.56831095 0.46440832 0.45807633] [ 0.29683914 0.68404681 0.49518188 0.73680914 0.45914772] [ 0.13823005 0.51814978 0.4299784 0.89346152 0.61308713] [ 0.75166844 0.37563864 0.60844116 0.34564928 0.42029009] [ 0.70692847 0.48370959 0.4292681 0.32994632 0.399672 ] [ 0.33378553 0.58250034 0.3442625 0.72361297 0.30956399] [ 0.27398926 0.51768454 0.48395139 0.62815329 0.42082174] [ 0.70347561 0.44285276 0.52750405 0.43842817 0.41078467] [ 0.65515636 0.45242241 0.5004423 0.38723865 0.50535518] [ 0.74992205 0.49586707 0.44806315 0.39617461 0.40460607] [ 0.57811076 0.42418226 0.5678602 0.63739833 0.42971148] [ 0.21780492 0.62566393 0.33368001 0.71994508 0.52615242] [ 0.76954983 0.4831194 0.47970196 0.37567888 0.37877833] [ 0.57346101 0.44106876 0.55664607 0.50256277 0.37958236] [ 0.19683984 0.63545283 0.39206422 0.88566213 0.53886392] [ 0.55349014 0.34860125 0.54688981 0.61277022 0.3132753 ] [ 0.72087776 0.49162378 0.55341148 0.21366959 0.45550374] [ 0.82257493 0.32896512 0.59183675 0.19947131 0.41819084] [ 0.74804931 0.51840028 0.35785085 0.66231431 0.40250285] [ 0.48160576 0.55865274 0.35722305 0.66551764 0.43408569] [ 0.2490781 0.57337373 0.30878506 0.88997461 0.39419503] [ 0.29259233 0.55825047 0.51779794 0.77254852 0.46535086] Progress: 25.6% ... Training loss: 0.615 ... Validation loss: 1.061[ 0.28793567 0.54465292 0.3749745 0.76673787 0.57733292] [ 0.87772709 0.43925112 0.53050485 0.24575675 0.36922569] [ 0.23192047 0.49896791 0.52756962 0.87017378 0.54545813] [ 0.44099338 0.55409563 0.52387932 0.69646935 0.50950398] [ 0.71623115 0.50637305 0.53976756 0.39161863 0.49365447] [ 0.42509624 0.53785223 0.58990824 0.61963255 0.56666028] [ 0.33678314 0.55736045 0.50591841 0.61113898 0.48100301] [ 0.53973909 0.37876896 0.63865648 0.52610342 0.33933757] [ 0.58850734 0.58716619 0.45605416 0.49665041 0.35012213] [ 0.31648639 0.55423302 0.51727882 0.72924977 0.52374483] [ 0.74593202 0.43182463 0.53426075 0.39295741 0.37598894] [ 0.58001585 0.6040846 0.56753587 0.64822141 0.37109274] [ 0.68192784 0.41241191 0.5641935 0.43823798 0.40726349] [ 0.33859627 0.54737342 0.64564524 0.74465396 0.57140694] [ 0.55449732 0.47442059 0.68362315 0.68911083 0.44912596] [ 0.54431819 0.43911368 0.62262002 0.51927181 0.56116696] [ 0.18314678 0.55611361 0.39737578 0.91423718 0.47576665] [ 0.46388744 0.35025269 0.56024407 0.64597069 0.54867882] [ 0.60622105 0.45456954 0.6047488 0.69384347 0.44231125] [ 0.58048684 0.47859449 0.5483753 0.45673328 0.45773167] [ 0.80154428 0.36259529 0.41670396 0.2340689 0.29143727] [ 0.30150978 0.52381405 0.55432778 0.7276301 0.3809127 ] [ 0.81574088 0.36161362 0.57312561 0.21691865 0.38514997] [ 0.16539136 0.51101491 0.58813609 0.78439426 0.54897465] [ 0.10347057 0.60490657 0.4792478 0.93450701 0.67527836] [ 0.78108116 0.3566376 0.6946821 0.24050153 0.35809267] [ 0.38936289 0.44084068 0.42535758 0.71397608 0.37994603] [ 0.36389003 0.49584027 0.46927642 0.6437246 0.61844958] [ 0.84768248 0.49791396 0.59046208 0.28971291 0.42516994] [ 0.23247423 0.49671682 0.40518871 0.81916447 0.50139728] [ 0.7819857 0.42335953 0.52638508 0.41450914 0.4152035 ] [ 0.79996704 0.3413826 0.53801862 0.25169241 0.43429299] [ 0.65604719 0.57024757 0.38999938 0.47342234 0.53805238] [ 0.87066295 0.36010107 0.63241227 0.15411581 0.3860884 ] [ 0.30000985 0.60221426 0.53918982 0.82223186 0.56617942] [ 0.65423581 0.51930319 0.52312522 0.32100493 0.56130633] [ 0.50170206 0.5058624 0.44968543 0.46314346 0.42075165] [ 0.57244072 0.64065225 0.4325083 0.5026281 0.44957795] [ 0.81589277 0.35965324 0.4786426 0.24522323 0.34969532] [ 0.74172519 0.40889682 0.50913216 0.42692782 0.34119508] [ 0.5022886 0.56697257 0.52017401 0.53402228 0.36369975] [ 0.58690441 0.49876548 0.36969672 0.53107469 0.37607022] [ 0.33588074 0.56030206 0.50081436 0.70511358 0.52033482] [ 0.58909213 0.45448846 0.51187966 0.69324448 0.27871428] [ 0.63052773 0.39510518 0.62105761 0.36864008 0.43248112] [ 0.38601052 0.60207914 0.31351861 0.66427797 0.39526157] [ 0.31851907 0.53466949 0.57597362 0.75728471 0.40672487] [ 0.67153543 0.33038738 0.4788952 0.35372426 0.45862983] [ 0.64437006 0.39784143 0.50291235 0.3301727 0.44716103] [ 0.60559256 0.42579368 0.51313525 0.39500582 0.49049334] [ 0.68427076 0.48305934 0.4335693 0.50866033 0.36298578] [ 0.26030581 0.56915176 0.61005916 0.80727849 0.51496322] [ 0.51304812 0.39580852 0.4775896 0.40250891 0.64647631] [ 0.66033281 0.480896 0.53418718 0.4436307 0.52372834] [ 0.34502705 0.46861714 0.43135748 0.80045218 0.45416715] [ 0.45177605 0.54728122 0.46821975 0.63490638 0.57368601] [ 0.3042528 0.49512832 0.45164156 0.63456456 0.49715247] [ 0.49438329 0.64033739 0.44924544 0.60769034 0.46326572] [ 0.38902532 0.54386321 0.64116297 0.67100855 0.57016282] [ 0.5311417 0.58130415 0.30367695 0.67763221 0.48312658] [ 0.34992603 0.6705658 0.44225418 0.67099385 0.37715239] [ 0.13482664 0.56554385 0.55222545 0.86955131 0.52272768] [ 0.4675551 0.52832452 0.3815502 0.59003856 0.54806984] [ 0.2744511 0.63477983 0.39699647 0.70544296 0.45573833] [ 0.64430404 0.5956075 0.41241254 0.47241625 0.37776552] [ 0.2595903 0.47124886 0.54695799 0.63866049 0.65125731] [ 0.33959254 0.55222665 0.37227434 0.69585352 0.44085372] [ 0.70438283 0.54832384 0.30773752 0.49460554 0.36423028] [ 0.42325401 0.67607298 0.51117337 0.68410872 0.51044072] [ 0.19430954 0.54421991 0.4308931 0.85648995 0.55315615] [ 0.763339 0.51567674 0.38676755 0.36917842 0.32548113] [ 0.84480844 0.35541523 0.58290937 0.23039354 0.44951594] [ 0.46318788 0.40951734 0.60237767 0.55452177 0.45015959] [ 0.63824384 0.52915263 0.49197307 0.57845502 0.3198249 ] [ 0.50534409 0.63226589 0.36363819 0.50129517 0.38064062] [ 0.31435488 0.59526589 0.5810954 0.79685658 0.48022774] [ 0.3980637 0.58757344 0.48373354 0.58450783 0.47569891] [ 0.62349681 0.5289914 0.3936563 0.37323627 0.33957091] [ 0.29152006 0.57190374 0.40859937 0.75199429 0.52657716] [ 0.6828798 0.44875202 0.54158132 0.60479291 0.37739312] [ 0.39611487 0.46510285 0.4301476 0.76368224 0.39119064] [ 0.76467473 0.43419428 0.46709648 0.20528152 0.32873471] [ 0.69411274 0.55027238 0.48161175 0.46587365 0.37046625] [ 0.2943395 0.60731405 0.2962824 0.76149216 0.4723196 ] [ 0.43475553 0.61093934 0.41835273 0.72315629 0.46165655] [ 0.63996326 0.29316038 0.45544429 0.43564915 0.4823326 ] [ 0.60112375 0.37855851 0.53585806 0.60376893 0.28673363] [ 0.4058151 0.37202057 0.45783435 0.75410211 0.36335336] [ 0.51337912 0.45512951 0.50597765 0.44175118 0.40638254] [ 0.30137291 0.56543314 0.44339046 0.71193971 0.3937227 ] [ 0.31343387 0.67519225 0.40940237 0.86800948 0.55190456] [ 0.19687323 0.63957708 0.50393127 0.86966878 0.62649754] [ 0.50488521 0.50103311 0.41018177 0.74850266 0.33499479] [ 0.37875203 0.43844977 0.61512627 0.68016456 0.44618629] [ 0.41644559 0.63718365 0.37244476 0.63094379 0.48165591] [ 0.75469091 0.50563629 0.577603 0.49505654 0.37894709] [ 0.6291484 0.42055026 0.45294888 0.411544 0.33282288] [ 0.54037367 0.40115056 0.5596218 0.69125772 0.44432247] [ 0.40587256 0.66748352 0.44954086 0.55236422 0.44075 ] [ 0.58192912 0.49741989 0.44654874 0.45277945 0.45450886] [ 0.53024568 0.61648004 0.36511785 0.61301168 0.35532533] [ 0.29177384 0.53029976 0.50648484 0.83130644 0.51765104] [ 0.8524712 0.31993649 0.45531281 0.10653987 0.3150615 ] [ 0.72550568 0.3959905 0.59282496 0.44515285 0.4637149 ] [ 0.8040833 0.38803509 0.52950731 0.25674538 0.45911311] [ 0.58424206 0.41463272 0.45757428 0.46417633 0.40272959] [ 0.31063634 0.54294523 0.397326 0.72924603 0.42115245] [ 0.76927229 0.48323811 0.47965479 0.37588545 0.37880978] [ 0.32892403 0.54957192 0.43097255 0.88851498 0.48592805] [ 0.77146039 0.36594142 0.52350119 0.28454344 0.4042419 ] [ 0.38235017 0.57792623 0.50159519 0.49558779 0.63410259] [ 0.68520755 0.48127011 0.5326102 0.36880412 0.49653172] [ 0.68170836 0.44262398 0.45802414 0.38043943 0.46227961] [ 0.68376176 0.69497975 0.44039654 0.62441034 0.39329397] [ 0.80263575 0.55950841 0.36496018 0.40161117 0.42696748] [ 0.22979873 0.55677303 0.42365284 0.60037606 0.58656752] [ 0.64773579 0.4890134 0.49061512 0.52562047 0.47404587] [ 0.79105468 0.2951495 0.58672671 0.19036402 0.35674829] [ 0.57305884 0.4313619 0.54741533 0.30661989 0.52470459] [ 0.3156043 0.49293472 0.50353989 0.83743492 0.54078629] [ 0.55442586 0.4596472 0.55326469 0.7422376 0.35610237] [ 0.49136575 0.57124638 0.40202103 0.58011873 0.46626166] [ 0.45187583 0.44702051 0.44181182 0.71050341 0.3547607 ] [ 0.72139627 0.49355011 0.68632037 0.34285496 0.39594154] [ 0.60515465 0.48510426 0.38151716 0.4364667 0.48082355] [ 0.69573656 0.56044469 0.59752554 0.36444483 0.43214542] [ 0.23556115 0.47943579 0.55048698 0.80806523 0.55308087] [ 0.68542665 0.50134362 0.44684479 0.46773806 0.38156913] Progress: 25.7% ... Training loss: 0.615 ... Validation loss: 1.060[ 0.48191694 0.49874028 0.37863408 0.50299615 0.36784949] [ 0.42854018 0.51128545 0.5109464 0.80287552 0.39710363] [ 0.76374932 0.31589126 0.5733391 0.34269492 0.49987781] [ 0.61724498 0.4128462 0.58930252 0.32188141 0.39177398] [ 0.55087052 0.52935052 0.50665495 0.51021742 0.60543097] [ 0.62800595 0.56747581 0.393355 0.48496777 0.47810451] [ 0.50123407 0.5072614 0.36496371 0.64933045 0.35708495] [ 0.47783242 0.47949144 0.54387604 0.55601646 0.38376503] [ 0.9012852 0.33469451 0.52066668 0.18471257 0.31243379] [ 0.11800609 0.64701996 0.47334841 0.76681463 0.5538323 ] [ 0.25544205 0.56169771 0.49317928 0.76537034 0.47861239] [ 0.28743775 0.6867743 0.49577405 0.79159911 0.49842954] [ 0.2600412 0.5250488 0.48120762 0.63740889 0.59468957] [ 0.18643608 0.5165756 0.51347475 0.83704572 0.5568393 ] [ 0.75515054 0.47854465 0.43252309 0.52744883 0.45198196] [ 0.33634061 0.54308393 0.4970756 0.66117895 0.57328745] [ 0.5489843 0.57682527 0.41839304 0.61713253 0.39307096] [ 0.89009562 0.32309771 0.53902986 0.23879126 0.42353495] [ 0.7477089 0.52092559 0.54992237 0.53848267 0.34170962] [ 0.46805304 0.44126175 0.5091557 0.73417858 0.35798921] [ 0.68229109 0.46438849 0.4793999 0.52958631 0.42864276] [ 0.76891094 0.32851887 0.52126549 0.28685885 0.33119689] [ 0.74210749 0.34886954 0.47006775 0.46619564 0.28771636] [ 0.18643106 0.5551881 0.44344461 0.87862666 0.51135614] [ 0.68153218 0.64324921 0.44688439 0.54469292 0.37845702] [ 0.68107831 0.46352003 0.64660607 0.42367654 0.38401862] [ 0.35476078 0.58034927 0.55922541 0.6637177 0.52220155] [ 0.17626041 0.56561937 0.55734544 0.8408917 0.5194903 ] [ 0.86910806 0.57280155 0.49484649 0.33144807 0.33759495] [ 0.55498089 0.41555793 0.4531245 0.57256645 0.48438971] [ 0.44648062 0.70714691 0.44927008 0.62644234 0.51588541] [ 0.4894606 0.49746318 0.52362588 0.64218974 0.40587499] [ 0.18298503 0.48038348 0.42295142 0.88418256 0.55002692] [ 0.40642861 0.59059096 0.26499517 0.64031485 0.44090511] [ 0.7950398 0.40768792 0.53842898 0.29961128 0.4712125 ] [ 0.80345913 0.53477248 0.41904755 0.46950516 0.38536739] [ 0.45954612 0.41146458 0.53200758 0.6694235 0.40592884] [ 0.21238285 0.52271951 0.50721706 0.69210351 0.55296296] [ 0.79247968 0.35178251 0.5737732 0.33049892 0.43184083] [ 0.45906741 0.39778797 0.44348729 0.45411174 0.40345351] [ 0.68732547 0.4898105 0.61266573 0.31902427 0.46308092] [ 0.3224723 0.61171555 0.49566437 0.79855827 0.62038459] [ 0.71997988 0.59250498 0.40782209 0.35223975 0.50983792] [ 0.5001911 0.38679178 0.44170219 0.81415297 0.44994684] [ 0.69692716 0.39162765 0.50306649 0.4433896 0.42364801] [ 0.57027359 0.47603439 0.59808126 0.30448262 0.52580379] [ 0.9094895 0.28455308 0.46266259 0.12082564 0.33628959] [ 0.55088856 0.42417648 0.51483277 0.75097741 0.41812801] [ 0.66450152 0.41716736 0.50052987 0.3954674 0.54185101] [ 0.75364983 0.42821251 0.53104355 0.32687533 0.45304325] [ 0.72524297 0.43059228 0.56152214 0.53479103 0.39522795] [ 0.16630773 0.55879179 0.48090944 0.78749289 0.4192569 ] [ 0.12027338 0.61336029 0.4401877 0.80153162 0.61504716] [ 0.72864094 0.38209423 0.5118591 0.37725948 0.36601884] [ 0.63374279 0.68112849 0.27703042 0.79487025 0.30000347] [ 0.14174483 0.70706207 0.35512016 0.77438402 0.52445092] [ 0.16125607 0.70614547 0.31599119 0.88733147 0.43972256] [ 0.59191824 0.36244588 0.49229823 0.51328042 0.48430217] [ 0.25446852 0.6785033 0.42233378 0.70411151 0.44892099] [ 0.11094394 0.5055319 0.46900848 0.87292847 0.46613214] [ 0.69291617 0.50516299 0.41855376 0.34733238 0.38423027] [ 0.60972054 0.52910139 0.43206623 0.54928748 0.3731556 ] [ 0.35408197 0.62878737 0.45287921 0.63088316 0.382955 ] [ 0.7348268 0.39823812 0.64197224 0.27724652 0.51553194] [ 0.60808297 0.55893966 0.42369556 0.35263739 0.33361328] [ 0.10768882 0.53974371 0.41082958 0.92745104 0.49036034] [ 0.24736621 0.52737269 0.5404968 0.78460145 0.35464332] [ 0.516391 0.36644362 0.60032319 0.56511842 0.37449544] [ 0.92508935 0.32459193 0.61623463 0.11506772 0.28894588] [ 0.63827388 0.47582775 0.58032323 0.59824736 0.33576655] [ 0.86432116 0.46295256 0.44843625 0.240812 0.27397313] [ 0.21252927 0.5854917 0.57922548 0.87392989 0.56410422] [ 0.35446923 0.58226113 0.38505225 0.80783279 0.52016898] [ 0.75207302 0.44626615 0.54094624 0.18850268 0.44247018] [ 0.5106213 0.48996415 0.44314325 0.6440461 0.51697477] [ 0.17255572 0.67088593 0.44892648 0.78409128 0.51249659] [ 0.66545351 0.45780275 0.63435284 0.59915503 0.41770517] [ 0.83430524 0.48882159 0.50861383 0.4214181 0.25156962] [ 0.39375895 0.32497523 0.52679801 0.57274426 0.63241912] [ 0.66740762 0.55529324 0.4518065 0.44253344 0.48480771] [ 0.14649162 0.57353367 0.50310918 0.77138962 0.54529157] [ 0.76140447 0.5516173 0.45938721 0.34395308 0.40620139] [ 0.6531393 0.57002423 0.45507894 0.51933248 0.47451408] [ 0.41939603 0.33716082 0.56336855 0.61988255 0.39589914] [ 0.68537256 0.42840969 0.53681538 0.34445796 0.5760628 ] [ 0.26872193 0.72404576 0.3444872 0.84652338 0.52669066] [ 0.15201563 0.67693815 0.41282206 0.81552877 0.57844328] [ 0.45536422 0.63710945 0.49908965 0.61490077 0.36003282] [ 0.62434529 0.59827106 0.42930607 0.60301951 0.33353462] [ 0.20663656 0.73812135 0.29971462 0.79909341 0.57324721] [ 0.16254909 0.68718084 0.40462523 0.77626224 0.52464175] [ 0.23824092 0.67454247 0.36123301 0.72124399 0.48985577] [ 0.18784328 0.63751794 0.46904754 0.77846106 0.52633916] [ 0.59425778 0.53070864 0.47650705 0.55274945 0.56944128] [ 0.49989964 0.60107722 0.5318226 0.44262709 0.35792789] [ 0.17464496 0.59721824 0.49144555 0.81729552 0.64278222] [ 0.62282764 0.47799922 0.5429118 0.43948244 0.48075363] [ 0.76045124 0.50030088 0.46464131 0.28401923 0.29586328] [ 0.43963774 0.53043803 0.63681331 0.4594366 0.57200271] [ 0.83915311 0.44555656 0.59850443 0.1999082 0.42635476] [ 0.09572517 0.51663712 0.44075232 0.91361379 0.64737376] [ 0.39641764 0.46847229 0.50292793 0.61826392 0.43058913] [ 0.65398173 0.63366303 0.31009043 0.65909105 0.42581126] [ 0.53678142 0.5471317 0.42344404 0.50201035 0.41849216] [ 0.73993358 0.40594643 0.69114357 0.27801832 0.47497174] [ 0.21041457 0.70697911 0.43722484 0.80588061 0.41927068] [ 0.69427663 0.49207809 0.47327395 0.38257965 0.44003369] [ 0.70155408 0.40333266 0.54134466 0.68396252 0.38596731] [ 0.8060043 0.34011682 0.58813621 0.22253115 0.43146344] [ 0.60477757 0.30971957 0.51347598 0.36549162 0.50728916] [ 0.68537256 0.42840969 0.53681538 0.34445796 0.5760628 ] [ 0.73722159 0.33483441 0.55690937 0.32104048 0.49939825] [ 0.66160318 0.49698268 0.46114189 0.35077334 0.38862961] [ 0.59445466 0.39682463 0.53033871 0.461215 0.4752547 ] [ 0.56332312 0.53451813 0.50290807 0.47825704 0.48635927] [ 0.1655474 0.6947342 0.28840847 0.80054211 0.50837412] [ 0.19399799 0.58541838 0.40586693 0.74803518 0.49253555] [ 0.83465292 0.45695031 0.52028919 0.29897087 0.42768567] [ 0.30152408 0.56250616 0.40438674 0.76839011 0.4970866 ] [ 0.58991837 0.33909356 0.47017405 0.24559613 0.4213936 ] [ 0.56354248 0.52995126 0.48078766 0.43118885 0.38936136] [ 0.79409943 0.3290452 0.45743381 0.2520376 0.35042308] [ 0.6041535 0.44281823 0.54605453 0.31695879 0.46200207] [ 0.50957546 0.55299007 0.45269576 0.37769871 0.4618801 ] [ 0.65565803 0.5433751 0.51798941 0.47756152 0.52504715] [ 0.8899918 0.36302668 0.57359473 0.1239034 0.34163614] [ 0.32493324 0.50660693 0.5289886 0.7907925 0.39138383] [ 0.05664271 0.68052903 0.3774773 0.90265786 0.52644035] Progress: 25.8% ... Training loss: 0.614 ... Validation loss: 1.056[ 0.71244417 0.50748148 0.48712506 0.33926681 0.32950286] [ 0.62496841 0.37526849 0.49149737 0.43449875 0.44983948] [ 0.13878559 0.55547107 0.46408224 0.83744086 0.48366026] [ 0.4850028 0.46978276 0.55239003 0.45904971 0.516031 ] [ 0.93143943 0.2756802 0.62547534 0.09687246 0.35246437] [ 0.87013381 0.36611887 0.4638233 0.13063989 0.26454205] [ 0.42220643 0.46569898 0.50658805 0.58005634 0.5662911 ] [ 0.27990056 0.56477974 0.5126681 0.66453506 0.41387025] [ 0.44944597 0.42591546 0.60443871 0.62349918 0.35659515] [ 0.62803395 0.4123898 0.54652309 0.47417057 0.48272163] [ 0.23685146 0.49823664 0.53574682 0.82821619 0.54174732] [ 0.27005443 0.64970303 0.52234477 0.71299085 0.49623166] [ 0.74399739 0.31708712 0.49589657 0.23080478 0.4070646 ] [ 0.36058916 0.69249654 0.40173518 0.82142626 0.50100324] [ 0.32590711 0.46857506 0.56765584 0.82757265 0.49532904] [ 0.25253601 0.55066188 0.56737134 0.8352111 0.66537884] [ 0.86763072 0.35090722 0.59028803 0.22277586 0.25032168] [ 0.33598876 0.52849254 0.62097152 0.68438 0.45009725] [ 0.59141004 0.41129314 0.50014011 0.46749025 0.5866321 ] [ 0.70904824 0.47756443 0.63599007 0.49448809 0.38930627] [ 0.07850755 0.6915072 0.4355886 0.92489958 0.51125286] [ 0.34249455 0.61203076 0.37295584 0.81701759 0.58775403] [ 0.2324219 0.69236922 0.41815423 0.83826654 0.45645047] [ 0.72577078 0.40452377 0.58798296 0.38944506 0.43341003] [ 0.64336683 0.51170028 0.44858556 0.43030403 0.34097182] [ 0.36716073 0.58467954 0.45103035 0.77767139 0.61514037] [ 0.49638912 0.57005644 0.45077564 0.6253137 0.45287806] [ 0.85417713 0.32675884 0.57604818 0.19911802 0.41194247] [ 0.36196385 0.57160519 0.47652195 0.78594835 0.46896199] [ 0.40015062 0.51299903 0.40300739 0.34383192 0.47977303] [ 0.57470614 0.66184679 0.32258947 0.66181387 0.52951783] [ 0.59622789 0.54529139 0.43821116 0.61474641 0.33312448] [ 0.23485709 0.65564983 0.48205211 0.78060938 0.48945861] [ 0.30749403 0.41967597 0.57296562 0.48020337 0.68441868] [ 0.80064073 0.42775667 0.59174576 0.28244036 0.45649694] [ 0.73831015 0.36806457 0.56210745 0.18835175 0.46570407] [ 0.53250695 0.4491092 0.49770066 0.48161245 0.44800691] [ 0.44305801 0.44842118 0.5019865 0.69469164 0.31503936] [ 0.56902756 0.41398377 0.54100952 0.52915372 0.42785135] [ 0.69419938 0.47982776 0.52685266 0.40883015 0.2895402 ] [ 0.81166069 0.53360362 0.49955859 0.37068786 0.43062765] [ 0.69040016 0.42123811 0.51636012 0.36209586 0.39416138] [ 0.31567972 0.54219968 0.54707123 0.71346465 0.58679336] [ 0.69419756 0.55027049 0.48160104 0.46570605 0.37048205] [ 0.59989087 0.3624597 0.64937912 0.54958331 0.47774958] [ 0.18795992 0.50287576 0.39888694 0.8588459 0.59854023] [ 0.5626255 0.46343085 0.37311822 0.37503991 0.38508256] [ 0.52632377 0.38418934 0.52795645 0.63571047 0.45680732] [ 0.42318624 0.57614487 0.48045414 0.50120966 0.54742302] [ 0.55645707 0.51956754 0.57980118 0.68905936 0.41107101] [ 0.2248124 0.73726107 0.39663752 0.7990099 0.44679303] [ 0.55368978 0.57339019 0.50603563 0.63978246 0.44802703] [ 0.19704521 0.72580851 0.29573745 0.8570713 0.58236536] [ 0.28500815 0.50806664 0.43488367 0.6027611 0.75338636] [ 0.4300395 0.59086004 0.43452203 0.60212365 0.46008967] [ 0.73501307 0.45618922 0.45851418 0.45008886 0.47969699] [ 0.31638603 0.57964974 0.49885303 0.74890461 0.5510578 ] [ 0.43534271 0.44752784 0.5659707 0.555848 0.49475762] [ 0.48995012 0.46885429 0.5236342 0.28701934 0.59443601] [ 0.74481763 0.43767348 0.39271076 0.38741779 0.33448228] [ 0.43426408 0.61124546 0.41820516 0.72328565 0.46182361] [ 0.59579585 0.39476088 0.74058681 0.58452409 0.38326267] [ 0.18614167 0.45495081 0.37226866 0.90588785 0.46379722] [ 0.7153278 0.42918919 0.52863923 0.36242472 0.47322127] [ 0.55818672 0.44960418 0.63739399 0.36353313 0.47470393] [ 0.55458294 0.40036112 0.43781087 0.52966876 0.32958715] [ 0.77858378 0.37015777 0.46398778 0.27200903 0.36515504] [ 0.26038664 0.4895881 0.53431426 0.75456717 0.39254588] [ 0.12998291 0.62405919 0.48844329 0.91087656 0.39708113] [ 0.47054151 0.55171308 0.58092953 0.48233674 0.52652761] [ 0.4871507 0.64782188 0.38812895 0.54461302 0.33274283] [ 0.13654556 0.54462026 0.31134427 0.86541467 0.58116081] [ 0.68534089 0.47902386 0.48008215 0.4382451 0.4546322 ] [ 0.32523064 0.65986766 0.50140992 0.68392284 0.6304958 ] [ 0.65883354 0.39927352 0.51350959 0.64214749 0.3875649 ] [ 0.43164967 0.43183042 0.43664323 0.7478158 0.41582086] [ 0.27881099 0.61607957 0.41489826 0.59227789 0.42648711] [ 0.66937714 0.29423876 0.33111622 0.27007866 0.39944597] [ 0.54359364 0.57540932 0.44971127 0.60148783 0.31932671] [ 0.41171913 0.49887106 0.41233505 0.58444995 0.44458809] [ 0.63328265 0.53216627 0.57253566 0.6168895 0.42208327] [ 0.69905998 0.6677965 0.56287728 0.48096537 0.4454782 ] [ 0.67527609 0.40665439 0.38285734 0.33755555 0.41001574] [ 0.28953265 0.63827267 0.50646712 0.70747203 0.56610532] [ 0.57457432 0.49342915 0.60936535 0.66554747 0.35015029] [ 0.51085903 0.48034008 0.5079086 0.41328761 0.4275077 ] [ 0.53716464 0.51861292 0.5612914 0.64342533 0.50200633] [ 0.53471813 0.46880762 0.42515719 0.64488263 0.42330138] [ 0.43693999 0.5051672 0.53109742 0.68292542 0.40284111] [ 0.86803581 0.31725279 0.58937528 0.23925099 0.33363297] [ 0.35311369 0.63680918 0.59460926 0.6717733 0.56869626] [ 0.54683048 0.57309691 0.56268969 0.49139553 0.36277045] [ 0.11984264 0.61397621 0.43989395 0.80205861 0.61532481] [ 0.54845715 0.52457666 0.67531672 0.46715966 0.38926724] [ 0.15968627 0.70505187 0.3852019 0.80263187 0.47544334] [ 0.22984686 0.56027502 0.48043928 0.87185589 0.53019699] [ 0.49458797 0.56950276 0.45102237 0.51928311 0.40402441] [ 0.67050463 0.54157667 0.62435852 0.52141279 0.3746865 ] [ 0.16323945 0.69417276 0.35370283 0.85379543 0.53557416] [ 0.52888425 0.55358336 0.36800655 0.35596522 0.40823784] [ 0.63907098 0.4360841 0.42753213 0.4245368 0.45351409] [ 0.63256061 0.45966586 0.54556343 0.72838536 0.40394149] [ 0.40386571 0.65510557 0.37633048 0.70821785 0.51247845] [ 0.43216841 0.44914202 0.49986701 0.68281015 0.39564857] [ 0.39317045 0.46828327 0.62178946 0.81010364 0.44873977] [ 0.70837532 0.37538398 0.39242681 0.38506719 0.50570202] [ 0.78399459 0.47431661 0.47764708 0.34443085 0.35217973] [ 0.49166926 0.35026361 0.74836261 0.56422797 0.43763806] [ 0.7921732 0.30985863 0.47378122 0.30570507 0.46633476] [ 0.78809427 0.38433619 0.44415891 0.27883958 0.43023145] [ 0.25915559 0.59848234 0.45889411 0.70496613 0.46554089] [ 0.18020025 0.52902554 0.46554298 0.87982121 0.58547916] [ 0.43922365 0.3767317 0.55984645 0.53477401 0.37659448] [ 0.40991058 0.73175463 0.33476916 0.62164273 0.38022097] [ 0.41171825 0.48326549 0.44714375 0.66138553 0.308682 ] [ 0.08422367 0.5978083 0.42800272 0.94619856 0.60652215] [ 0.60915464 0.42183638 0.55400755 0.3045844 0.57188416] [ 0.87489294 0.34979042 0.53934764 0.13592147 0.36777356] [ 0.42588369 0.48199385 0.4805596 0.56727876 0.61715179] [ 0.73353957 0.3800245 0.65630331 0.3351531 0.38368962] [ 0.90812335 0.28852686 0.60563229 0.12904819 0.33000508] [ 0.10473888 0.60463831 0.36187548 0.946718 0.56144619] [ 0.4948211 0.44872851 0.52368281 0.7140112 0.35914476] [ 0.43540057 0.44835221 0.54592753 0.65133904 0.39617672] [ 0.15676759 0.73168485 0.2875901 0.86797444 0.44880682] [ 0.53473725 0.53118719 0.35496494 0.46863798 0.43947033] [ 0.75962048 0.42591663 0.5294927 0.2273146 0.37795955] [ 0.12476981 0.67539057 0.33896666 0.84164195 0.47553444] Progress: 25.8% ... Training loss: 0.614 ... Validation loss: 1.057[ 0.38916087 0.6856614 0.43375687 0.71066483 0.55504313] [ 0.26856711 0.59430754 0.53885045 0.69228635 0.61601141] [ 0.54843653 0.52239567 0.37380733 0.38241933 0.37666418] [ 0.45166848 0.72593699 0.34078914 0.73282462 0.48554328] [ 0.74942993 0.51365276 0.3222632 0.41745343 0.29458764] [ 0.59064443 0.35852426 0.58845167 0.42142966 0.62474645] [ 0.57458003 0.44495794 0.5431815 0.52304111 0.52032111] [ 0.61897567 0.35115809 0.6144509 0.47804335 0.44387254] [ 0.65473212 0.45501883 0.49583922 0.18297372 0.37849502] [ 0.4156687 0.44949176 0.55745444 0.52271451 0.59131384] [ 0.21971817 0.62585299 0.40726821 0.83505252 0.50855014] [ 0.59507126 0.51414263 0.49138123 0.43702468 0.51902453] [ 0.6652294 0.52365317 0.57500499 0.43801576 0.41380974] [ 0.42879019 0.50825972 0.59480664 0.72681827 0.49408318] [ 0.4816219 0.60827908 0.32080198 0.45566856 0.32949551] [ 0.36526669 0.62706216 0.31919877 0.80459222 0.27956305] [ 0.59742415 0.39696643 0.43236943 0.47661842 0.50688459] [ 0.35123095 0.5482101 0.42021837 0.64318143 0.40303888] [ 0.4953492 0.48433851 0.63010214 0.76301217 0.37982961] [ 0.15293159 0.53850557 0.4348899 0.91617322 0.56195074] [ 0.15748617 0.50484391 0.33717408 0.91540898 0.45331216] [ 0.15836161 0.61562233 0.47485559 0.90208472 0.48957757] [ 0.58262029 0.42729823 0.53509856 0.52015771 0.36005089] [ 0.46554156 0.47137548 0.52838226 0.66011039 0.61365132] [ 0.47087608 0.50063309 0.5134306 0.61024216 0.56883456] [ 0.26841048 0.59854908 0.48747767 0.65909322 0.54819313] [ 0.66052487 0.47030794 0.64623938 0.37917166 0.490604 ] [ 0.78710317 0.27100574 0.52334992 0.36041695 0.45714962] [ 0.73858547 0.36787942 0.5621975 0.18818569 0.46561047] [ 0.33758731 0.67415497 0.43039 0.77960907 0.57766311] [ 0.1700111 0.50390484 0.39982736 0.87068913 0.45281078] [ 0.84663961 0.54547522 0.52406545 0.29850967 0.42424674] [ 0.25711098 0.63611733 0.40532905 0.72841591 0.5032184 ] [ 0.09551581 0.63606407 0.46920948 0.85951923 0.4189067 ] [ 0.65957553 0.42131543 0.49285073 0.55186865 0.57080346] [ 0.17532272 0.60767382 0.3446798 0.85164787 0.49458982] [ 0.28217476 0.46452192 0.60821793 0.78858004 0.35396436] [ 0.66364869 0.44048509 0.3674274 0.46099687 0.45782511] [ 0.20267164 0.64265274 0.42912646 0.81476129 0.47124745] [ 0.30896403 0.64335802 0.32668875 0.72419605 0.56505845] [ 0.30121602 0.71709421 0.3853073 0.70431231 0.44820616] [ 0.16157472 0.68814563 0.40413064 0.77716191 0.52515593] [ 0.38302386 0.56019784 0.40543784 0.79060754 0.36333423] [ 0.37202074 0.51279871 0.39977654 0.68512936 0.53076404] [ 0.34221803 0.43188009 0.47381666 0.72192948 0.54040634] [ 0.41223857 0.56960582 0.53593544 0.66137351 0.42039821] [ 0.14296375 0.72079181 0.44559424 0.86609045 0.62114029] [ 0.36229796 0.49318501 0.39879375 0.69105888 0.37588646] [ 0.5791137 0.57008959 0.51555827 0.59276423 0.43963758] [ 0.82417322 0.39300369 0.54824578 0.29423652 0.3851069 ] [ 0.37550939 0.55521866 0.44798069 0.51768273 0.53798326] [ 0.62311141 0.37973995 0.45887045 0.37626519 0.36936796] [ 0.71022203 0.36630937 0.46858439 0.40901301 0.49167427] [ 0.84566 0.44226376 0.45628906 0.23271743 0.4155515 ] [ 0.23651874 0.53126835 0.4719766 0.82016459 0.49309614] [ 0.09349732 0.49898307 0.4043992 0.89537796 0.61579863] [ 0.53632731 0.55663782 0.38952162 0.54593919 0.30554381] [ 0.8396978 0.4354766 0.56178026 0.19367627 0.34074038] [ 0.41949672 0.57361256 0.37787567 0.52435003 0.42096331] [ 0.69040973 0.38544432 0.66782277 0.54129181 0.35709157] [ 0.39431129 0.47604776 0.44533378 0.67618173 0.5895859 ] [ 0.66330056 0.45947875 0.37059857 0.35550019 0.43523495] [ 0.81232175 0.51759151 0.36070378 0.35821593 0.39978624] [ 0.32915371 0.57811162 0.55029665 0.60532241 0.45928743] [ 0.30220486 0.7144163 0.47131879 0.78621125 0.61685263] [ 0.80479384 0.32889606 0.61779719 0.24742443 0.43323089] [ 0.57752737 0.37125636 0.53413454 0.61346472 0.39394302] [ 0.62855631 0.48768509 0.62979821 0.69113852 0.36217794] [ 0.59611475 0.52779797 0.3848117 0.40193565 0.31043642] [ 0.72135077 0.52902995 0.38969429 0.1769687 0.29071269] [ 0.43448731 0.57754415 0.28433984 0.73449687 0.43203656] [ 0.45671585 0.58520972 0.48952062 0.63330159 0.37148529] [ 0.72682193 0.44529872 0.57045268 0.3956102 0.37994782] [ 0.3112519 0.54573739 0.56552334 0.79435553 0.47972356] [ 0.33663873 0.33993189 0.50798047 0.72340889 0.45762533] [ 0.18307743 0.50078349 0.37313435 0.86681777 0.53234817] [ 0.35796873 0.52307815 0.57123877 0.79035041 0.54301995] [ 0.7655275 0.42891802 0.41774037 0.24648132 0.33548306] [ 0.35995564 0.60230118 0.50392203 0.7070043 0.41956556] [ 0.68226678 0.37103804 0.53860126 0.21520604 0.46474073] [ 0.48291509 0.45142233 0.60575459 0.34196064 0.51214239] [ 0.53377921 0.48913601 0.66842012 0.51025473 0.49462685] [ 0.53311553 0.66336669 0.40860081 0.79361919 0.49425314] [ 0.67845995 0.44708503 0.56381946 0.41346303 0.4520429 ] [ 0.5216436 0.52931908 0.4001425 0.5193982 0.39397648] [ 0.19187034 0.56218976 0.44938679 0.67171629 0.47032237] [ 0.66621519 0.56860974 0.52497829 0.59396943 0.39427753] [ 0.11311522 0.78537692 0.36919622 0.85170305 0.51745087] [ 0.1413852 0.60509884 0.50173798 0.8122528 0.69341873] [ 0.69865269 0.37615633 0.53272233 0.2677248 0.46109233] [ 0.88023863 0.44682721 0.58451843 0.13071673 0.32989396] [ 0.38284556 0.57288431 0.4345 0.8006929 0.39077724] [ 0.70328341 0.51498946 0.48618807 0.27553279 0.30802642] [ 0.45539595 0.50624924 0.59693267 0.68467687 0.52726307] [ 0.80896352 0.45110778 0.50709103 0.34844497 0.27198154] [ 0.68961989 0.47846923 0.52114999 0.54913252 0.39461823] [ 0.91802398 0.345326 0.50091877 0.20084021 0.28155163] [ 0.47134336 0.63858201 0.35877165 0.63660553 0.32213624] [ 0.29713745 0.64312073 0.30779977 0.76791882 0.52065361] [ 0.59428323 0.52920797 0.41782474 0.44035992 0.40961195] [ 0.63968406 0.42411172 0.58367157 0.52949436 0.39543609] [ 0.6853652 0.33567278 0.64823341 0.40413781 0.37616578] [ 0.55810281 0.54661985 0.40680827 0.50874584 0.44744474] [ 0.31988388 0.57198591 0.45906275 0.56573349 0.45781849] [ 0.40958537 0.55355949 0.54985532 0.75779499 0.49252588] [ 0.77279334 0.52175598 0.54371173 0.39699368 0.41768961] [ 0.68204843 0.3345257 0.36352737 0.3589384 0.38468637] [ 0.51575934 0.45920583 0.33011428 0.50755952 0.4426103 ] [ 0.49997604 0.46995786 0.42315836 0.66496151 0.33734118] [ 0.39201767 0.43709424 0.47915244 0.76662832 0.39305479] [ 0.4462919 0.48733307 0.45421301 0.55511409 0.40957311] [ 0.24598511 0.64193059 0.47084969 0.85021707 0.43993856] [ 0.50165922 0.39317364 0.51240046 0.68893812 0.46286855] [ 0.13848137 0.57332069 0.40063978 0.85597313 0.46705716] [ 0.15652754 0.49635264 0.42746085 0.89604735 0.42996367] [ 0.44205702 0.59131282 0.65997469 0.53572695 0.46735081] [ 0.66590493 0.37908054 0.37655505 0.5269997 0.26502944] [ 0.33959581 0.56690843 0.46114003 0.68425994 0.52428243] [ 0.48767877 0.40725402 0.56633528 0.51389834 0.51330263] [ 0.39846653 0.44037625 0.5293942 0.76204453 0.32115462] [ 0.5276036 0.52722324 0.41399195 0.80819007 0.4041029 ] [ 0.45635328 0.6164225 0.5363955 0.67018747 0.46405549] [ 0.63498223 0.49608237 0.47792884 0.61473659 0.34690837] [ 0.52068031 0.49814674 0.59009236 0.60674518 0.3370477 ] [ 0.84842597 0.45133477 0.60239543 0.25532738 0.37519326] [ 0.63594775 0.6051812 0.50987509 0.61088566 0.49632631] [ 0.71258858 0.42320468 0.49662042 0.2351891 0.38287432] [ 0.81565407 0.36902487 0.6329728 0.17647703 0.36513727] Progress: 25.9% ... Training loss: 0.614 ... Validation loss: 1.054[ 0.58714692 0.56503945 0.52102413 0.61713122 0.32962383] [ 0.67108529 0.45805934 0.48056683 0.38752472 0.35169703] [ 0.61000041 0.46435327 0.40385191 0.4271866 0.46459288] [ 0.62032071 0.52994293 0.5313084 0.4812021 0.30718997] [ 0.40359028 0.65535979 0.3762161 0.70839825 0.51262663] [ 0.43207867 0.37309977 0.4085055 0.55226972 0.42005007] [ 0.54588053 0.42789335 0.54029812 0.43699368 0.59705088] [ 0.58135584 0.58949513 0.43934462 0.54751112 0.40161381] [ 0.17959337 0.50361034 0.53291759 0.80149611 0.60479825] [ 0.76973507 0.50399974 0.43543109 0.32011373 0.40307569] [ 0.4988227 0.58070959 0.49459359 0.3933082 0.52681049] [ 0.85911312 0.39998367 0.48965735 0.26262217 0.23258182] [ 0.58755838 0.46983514 0.60616383 0.48327947 0.4115328 ] [ 0.71695786 0.50793941 0.52264937 0.17960294 0.4248998 ] [ 0.51100189 0.50786356 0.45811309 0.42129413 0.42885151] [ 0.82791252 0.38371782 0.51044342 0.19239375 0.39441508] [ 0.4264297 0.44997209 0.49711681 0.70586831 0.55054874] [ 0.64958973 0.39770153 0.52833611 0.20094862 0.46857926] [ 0.18951669 0.69319703 0.35802665 0.75418376 0.50840223] [ 0.49386955 0.39626994 0.41664504 0.55253708 0.57076436] [ 0.67836823 0.61950833 0.55817479 0.43419671 0.46635612] [ 0.58790585 0.53810271 0.41839244 0.63384276 0.3146138 ] [ 0.57808198 0.51244816 0.37575808 0.46933362 0.41316289] [ 0.77589052 0.33467217 0.50991157 0.1923875 0.3388104 ] [ 0.5641446 0.41544449 0.43045182 0.43504778 0.48778155] [ 0.16074327 0.63669269 0.35532699 0.80675112 0.43207238] [ 0.56234317 0.57814623 0.28741546 0.58337317 0.32843179] [ 0.67417156 0.5429586 0.58950568 0.57777573 0.42519691] [ 0.25663793 0.57651735 0.62403371 0.77597527 0.46492634] [ 0.17231997 0.56683987 0.42643836 0.70644559 0.52240038] [ 0.33631185 0.5591983 0.50963584 0.65322896 0.58671106] [ 0.32943356 0.63294862 0.45321396 0.73922247 0.48456298] [ 0.26150109 0.62551842 0.45289234 0.69386419 0.52281845] [ 0.30764845 0.36720331 0.50392857 0.74586622 0.52222625] [ 0.58335122 0.41659783 0.58456392 0.29783381 0.56595106] [ 0.47623938 0.53072106 0.50982147 0.73049658 0.31680851] [ 0.48069076 0.35387275 0.45608975 0.59864266 0.38455479] [ 0.59681375 0.40430176 0.59474386 0.27971938 0.43317 ] [ 0.88057129 0.46615692 0.5618887 0.34521448 0.37751377] [ 0.74469704 0.43774838 0.39269715 0.38746384 0.33450599] [ 0.48405578 0.50453091 0.54035755 0.7470787 0.46714534] [ 0.22995727 0.66404273 0.34312272 0.88849512 0.51530822] [ 0.57521687 0.43863802 0.62438287 0.43638625 0.35826614] [ 0.17598565 0.57559007 0.41987293 0.7492343 0.59158946] [ 0.73824469 0.36708653 0.45590631 0.41771456 0.46842728] [ 0.74515692 0.514154 0.59500046 0.20049492 0.54111969] [ 0.22838067 0.66749129 0.34341585 0.86288859 0.52663598] [ 0.50683894 0.40495066 0.45665862 0.49418507 0.34160448] [ 0.80213084 0.44958634 0.47539959 0.24576272 0.4340257 ] [ 0.55379854 0.44510718 0.53256616 0.56963179 0.36570299] [ 0.48898467 0.47519257 0.45252433 0.57675938 0.37942004] [ 0.66236019 0.59341476 0.38976827 0.44234958 0.38864134] [ 0.18488165 0.70081622 0.47337545 0.77980191 0.54141873] [ 0.08683771 0.61906062 0.52119659 0.91819419 0.59090201] [ 0.34993686 0.56909618 0.37195251 0.72900717 0.39748185] [ 0.55971416 0.4265693 0.58551072 0.33229878 0.58762296] [ 0.47108603 0.62680199 0.36380679 0.5547294 0.44846896] [ 0.81138499 0.34395818 0.52986362 0.30399233 0.32401048] [ 0.49056277 0.45241985 0.54413298 0.63074779 0.51771654] [ 0.25036038 0.53875155 0.4208115 0.66130129 0.47537889] [ 0.42452849 0.54252972 0.41141026 0.60997859 0.49844953] [ 0.80886305 0.52376993 0.50481261 0.30323815 0.41637502] [ 0.28351179 0.54142685 0.567511 0.86918414 0.52715322] [ 0.33883311 0.60089271 0.33543968 0.76955973 0.42074374] [ 0.53736049 0.46115972 0.62385574 0.70919085 0.46409111] [ 0.76841831 0.2670444 0.52404204 0.30570316 0.43408683] [ 0.60898999 0.660672 0.34117662 0.45288899 0.46699346] [ 0.41680369 0.50937434 0.44536353 0.62035988 0.40409179] [ 0.59047789 0.51267758 0.44356675 0.47516959 0.30936683] [ 0.92051222 0.29157579 0.5470787 0.13064265 0.31315438] [ 0.57574977 0.5968554 0.48504898 0.58234712 0.4518382 ] [ 0.77895618 0.37197906 0.45599851 0.26986997 0.38085295] [ 0.36266446 0.45277732 0.44608722 0.56431443 0.42973371] [ 0.57877043 0.39194365 0.64169992 0.72707185 0.38945501] [ 0.69106267 0.52435946 0.44350851 0.3399685 0.41526964] [ 0.50486451 0.5424098 0.51414043 0.59459612 0.50962585] [ 0.80267747 0.40874312 0.50834415 0.47937503 0.38612857] [ 0.87820592 0.4230198 0.57431925 0.1279627 0.42340785] [ 0.71695283 0.51736249 0.41068918 0.29780122 0.34645786] [ 0.35624344 0.45715229 0.58208719 0.67178197 0.44703867] [ 0.1629301 0.71067367 0.45268716 0.85913788 0.5278299 ] [ 0.55821019 0.50079997 0.48848935 0.3792477 0.60413739] [ 0.39687302 0.43926391 0.59365625 0.69220567 0.38020915] [ 0.56658818 0.4587242 0.57483945 0.45070518 0.50453447] [ 0.57828176 0.45253603 0.36213818 0.66332641 0.47506063] [ 0.48346446 0.5200325 0.3973729 0.49308721 0.31701268] [ 0.35012 0.65894539 0.38871665 0.72332635 0.36419009] [ 0.2514696 0.65815572 0.3969975 0.77179758 0.52294416] [ 0.33073114 0.5074487 0.56148685 0.80431391 0.45225969] [ 0.2535511 0.51901156 0.45322073 0.76784805 0.50085704] [ 0.79317612 0.35165512 0.60437453 0.20551569 0.32763544] [ 0.35625466 0.54552482 0.52242652 0.63047462 0.66646228] [ 0.51231596 0.3961104 0.4774568 0.40292002 0.64661206] [ 0.82810151 0.52925152 0.53561325 0.31231872 0.37707183] [ 0.35731117 0.70588687 0.4070468 0.81197269 0.4417385 ] [ 0.48360101 0.37301397 0.43519339 0.57396662 0.46435954] [ 0.73076793 0.39023669 0.47968419 0.30163707 0.35656408] [ 0.55259172 0.34935909 0.54654166 0.61328701 0.31356899] [ 0.26472783 0.55783952 0.52436345 0.69760556 0.50266818] [ 0.2114576 0.56372752 0.50143202 0.8629169 0.60281152] [ 0.45621115 0.61919783 0.48910386 0.63337485 0.43190576] [ 0.89697185 0.36614489 0.61316564 0.3040171 0.41919969] [ 0.19080352 0.52105655 0.55638835 0.88839118 0.64461314] [ 0.89917382 0.39339657 0.56185109 0.20391832 0.38083576] [ 0.81215153 0.51143342 0.58184875 0.28441665 0.46005171] [ 0.63487253 0.64773013 0.50863697 0.53798447 0.40857936] [ 0.88281139 0.45511725 0.49926079 0.28599998 0.28559634] [ 0.49094559 0.60845187 0.41168171 0.60700544 0.42540522] [ 0.62769596 0.51534891 0.44160576 0.49135857 0.34152417] [ 0.5511618 0.39355846 0.49865955 0.65128658 0.41369557] [ 0.68256144 0.42593288 0.42655038 0.36502235 0.42863654] [ 0.20603016 0.5761278 0.56090439 0.86768736 0.63284379] [ 0.20331883 0.67660495 0.36280563 0.85630818 0.53532965] [ 0.85211178 0.35360418 0.56812078 0.18142595 0.42733549] [ 0.476892 0.42403151 0.37763021 0.51556852 0.44272386] [ 0.25445719 0.56828959 0.55666622 0.81108367 0.55555948] [ 0.68068677 0.49087849 0.42844706 0.42640914 0.38138251] [ 0.82766717 0.35917483 0.55585134 0.16408647 0.37426946] [ 0.7174519 0.39008348 0.4964056 0.24544868 0.48824941] [ 0.20339114 0.67735839 0.33025952 0.75698622 0.42716381] [ 0.15110707 0.68009162 0.34388147 0.8759821 0.36565321] [ 0.52038303 0.60837449 0.48663951 0.71245331 0.35676842] [ 0.17977494 0.62979556 0.39400962 0.91665981 0.44406665] [ 0.25770976 0.63573935 0.39443293 0.88970307 0.5326594 ] [ 0.47108603 0.62680199 0.36380679 0.5547294 0.44846896] [ 0.71440699 0.44830781 0.54897098 0.39522611 0.40122281] [ 0.829626 0.49487357 0.63537045 0.31326443 0.3754679 ] [ 0.71703017 0.4585624 0.49897832 0.28227246 0.34600157] Progress: 25.9% ... Training loss: 0.614 ... Validation loss: 1.047[ 0.83837198 0.35431565 0.55328963 0.22798837 0.39637422] [ 0.37210345 0.66964061 0.33028655 0.57732389 0.41498912] [ 0.84422918 0.29361929 0.39479749 0.29825398 0.33791762] [ 0.79839508 0.32058654 0.69075965 0.22218267 0.42689791] [ 0.39956638 0.47008545 0.61608162 0.6847323 0.52157397] [ 0.38091408 0.49570683 0.43507324 0.75915592 0.4364723 ] [ 0.45469419 0.61096946 0.35837204 0.49538862 0.41761023] [ 0.62289879 0.40553761 0.61796279 0.32988767 0.57502402] [ 0.463862 0.53161452 0.45273044 0.505279 0.50222766] [ 0.41529032 0.45985771 0.58667223 0.69081868 0.52188138] [ 0.62107936 0.63477032 0.52195011 0.51769203 0.46271309] [ 0.15499874 0.4996149 0.46217484 0.88801575 0.53627933] [ 0.63337087 0.41473208 0.58852551 0.65972685 0.33776532] [ 0.61112121 0.57972748 0.54877046 0.52143772 0.35789983] [ 0.34125416 0.53206385 0.38475255 0.5458798 0.54100016] [ 0.36831284 0.69756113 0.39736837 0.76575716 0.532552 ] [ 0.66485723 0.57459154 0.50108918 0.52769145 0.33556522] [ 0.28438928 0.43690308 0.51421787 0.82977381 0.58881426] [ 0.49270002 0.3925244 0.57560692 0.63164702 0.4808319 ] [ 0.25415381 0.50564819 0.53986182 0.74285875 0.42606699] [ 0.18740041 0.61363725 0.50755118 0.85079444 0.6667463 ] [ 0.12981141 0.63701108 0.40227531 0.89656182 0.54138807] [ 0.28592635 0.70874355 0.27707428 0.74664622 0.48967992] [ 0.42215348 0.46918501 0.558697 0.67217692 0.36278555] [ 0.65323714 0.33141147 0.65905382 0.4671818 0.43338087] [ 0.56272235 0.53700511 0.42067388 0.49207645 0.39456791] [ 0.85011472 0.37672985 0.56374251 0.15893992 0.43422823] [ 0.67732881 0.35954581 0.55599262 0.40505245 0.45951608] [ 0.49208255 0.44011342 0.61023856 0.75233218 0.46814873] [ 0.48093321 0.57551403 0.37527384 0.38100499 0.42227339] [ 0.69788973 0.36101347 0.48734288 0.25895728 0.40498612] [ 0.57684434 0.57164212 0.52017758 0.43635562 0.46280019] [ 0.88374796 0.27640896 0.54746246 0.15192387 0.37303132] [ 0.22592216 0.51690997 0.40974159 0.79431763 0.38491486] [ 0.55493579 0.52169376 0.56958786 0.78533907 0.44245046] [ 0.45313777 0.43392892 0.47586258 0.58433664 0.45943245] [ 0.31764231 0.47310697 0.57937251 0.64881708 0.61578965] [ 0.28327697 0.46189087 0.55828753 0.81721138 0.53627375] [ 0.51719062 0.4040642 0.47856581 0.67972626 0.53298415] [ 0.58627638 0.45497561 0.47045732 0.45310109 0.43003079] [ 0.69287547 0.47541525 0.48012902 0.21482161 0.46113673] [ 0.39134771 0.70063917 0.42596412 0.77414765 0.52011141] [ 0.12903666 0.5869232 0.53670044 0.92741743 0.56087985] [ 0.73661817 0.32649999 0.6339942 0.32311635 0.43617609] [ 0.28414785 0.54475708 0.51682351 0.74940079 0.48233465] [ 0.28581809 0.61028945 0.59149713 0.8238693 0.60294379] [ 0.35568133 0.63364715 0.53615796 0.51997453 0.38113775] [ 0.59881454 0.38654917 0.50186737 0.36514498 0.35690225] [ 0.18287302 0.69931355 0.39820029 0.81882281 0.45165833] [ 0.85814021 0.35951689 0.62204579 0.19843879 0.43841693] [ 0.33287408 0.49802913 0.56680167 0.71249349 0.45400535] [ 0.17626315 0.56624592 0.55703595 0.84119286 0.51984844] [ 0.80499368 0.39177381 0.62036019 0.25843024 0.49191646] [ 0.87456462 0.31239953 0.57678082 0.14013431 0.40261189] [ 0.46420765 0.51231016 0.50828359 0.69261851 0.37878419] [ 0.1924691 0.69383661 0.44703416 0.72938308 0.4951884 ] [ 0.14501941 0.56738583 0.4666977 0.85576919 0.60012939] [ 0.55269195 0.47656868 0.45585551 0.46079379 0.37274377] [ 0.87183685 0.42910973 0.63027161 0.22205683 0.42977804] [ 0.66143083 0.55889593 0.45353208 0.45488914 0.39437856] [ 0.17622876 0.66811131 0.37118487 0.72889014 0.59703789] [ 0.3798613 0.64140721 0.49176744 0.76104364 0.46114381] [ 0.26716742 0.72592814 0.28477423 0.83571483 0.52976167] [ 0.58892667 0.43324081 0.59068927 0.35987154 0.46842228] [ 0.66464237 0.36037818 0.62639097 0.55508712 0.3916061 ] [ 0.70827032 0.53264692 0.39369715 0.38145258 0.48016858] [ 0.49105542 0.63302984 0.34697743 0.59674239 0.34624503] [ 0.48943679 0.42915183 0.45398304 0.46194727 0.32807994] [ 0.36048517 0.55959039 0.36354133 0.82102816 0.33764124] [ 0.54127642 0.56268115 0.44836599 0.34737904 0.51561952] [ 0.50591097 0.58668894 0.61952792 0.54489933 0.4968719 ] [ 0.26201885 0.65211508 0.48433388 0.83898734 0.37478452] [ 0.49704373 0.52218823 0.37165901 0.46279673 0.44288183] [ 0.25485373 0.65704833 0.54749434 0.75531184 0.48466388] [ 0.84137753 0.42249865 0.47747025 0.28886822 0.38668749] [ 0.53919615 0.56357849 0.50796182 0.52646666 0.40602055] [ 0.09597328 0.54915639 0.45087602 0.89599717 0.5632855 ] [ 0.39841339 0.65831266 0.49013066 0.59925364 0.39711627] [ 0.62980897 0.57064585 0.48414843 0.56206698 0.46449006] [ 0.87033531 0.39637533 0.52662716 0.17136466 0.23216922] [ 0.19413962 0.65756526 0.32379052 0.74904913 0.52073034] [ 0.38668311 0.62001788 0.51010313 0.58635961 0.42166592] [ 0.78814716 0.38376232 0.56819584 0.25420631 0.40974214] [ 0.30496448 0.68011111 0.38101731 0.81244579 0.46274068] [ 0.26227025 0.53424794 0.42516518 0.85590747 0.37424611] [ 0.34871037 0.60520952 0.40236693 0.71635201 0.4721314 ] [ 0.79526418 0.36675181 0.57655165 0.32612834 0.44091723] [ 0.43311394 0.64120074 0.36056908 0.77825349 0.37372441] [ 0.56390813 0.53977876 0.36963771 0.38535706 0.40725947] [ 0.19528295 0.5560759 0.64357179 0.81712148 0.41871163] [ 0.90369342 0.37448209 0.41694776 0.27013084 0.37982057] [ 0.39783986 0.5247998 0.49801816 0.64334247 0.48255 ] [ 0.83242105 0.30524082 0.58420984 0.2055029 0.33520115] [ 0.20159448 0.63290213 0.32994205 0.84157896 0.43985905] [ 0.63433493 0.41313991 0.46191132 0.42712014 0.39225946] [ 0.67697678 0.40596723 0.40158914 0.32932781 0.41687519] [ 0.19071394 0.61624984 0.46320765 0.90918615 0.47758206] [ 0.74932979 0.44835822 0.54099437 0.34722689 0.45146444] [ 0.84472362 0.37079791 0.58647738 0.36758781 0.36597798] [ 0.15178047 0.46576761 0.41088145 0.90103517 0.59079372] [ 0.34192691 0.57367315 0.43943797 0.80207812 0.48327951] [ 0.70769861 0.48174432 0.42832951 0.2957244 0.31469918] [ 0.3398295 0.63801285 0.4345883 0.80158691 0.49849054] [ 0.84385124 0.40162495 0.52995998 0.20947955 0.45133059] [ 0.51353789 0.47714204 0.56769673 0.2926445 0.36544624] [ 0.53211861 0.50309384 0.44397595 0.3836448 0.53416711] [ 0.83799582 0.30468782 0.59506739 0.2432584 0.41869689] [ 0.4094738 0.4373761 0.53199851 0.72476561 0.33275324] [ 0.4224576 0.50909647 0.48072086 0.51867715 0.31947575] [ 0.25845334 0.58877053 0.373144 0.73891303 0.43048323] [ 0.41550402 0.43882662 0.48849944 0.77410065 0.36485856] [ 0.51815105 0.57688224 0.45386561 0.46169625 0.40138512] [ 0.64863829 0.49189003 0.43390538 0.29125124 0.37170173] [ 0.61007553 0.38697642 0.70899211 0.44254719 0.50737398] [ 0.80643914 0.31746233 0.58817543 0.29197507 0.34741838] [ 0.20626386 0.54243944 0.49869187 0.6613551 0.61815828] [ 0.13580667 0.54564308 0.31097726 0.86589394 0.58163393] [ 0.14752369 0.484045 0.57783608 0.91221732 0.65332652] [ 0.53336769 0.62891212 0.36675715 0.48282394 0.34414702] [ 0.47511327 0.56220124 0.41056227 0.70304604 0.55537729] [ 0.47710582 0.50442163 0.62832987 0.72345005 0.40222052] [ 0.54348081 0.61357347 0.45222483 0.54573656 0.56299422] [ 0.24519796 0.64576255 0.5336045 0.76009154 0.51429363] [ 0.4094738 0.4373761 0.53199851 0.72476561 0.33275324] [ 0.60694229 0.55317973 0.45903745 0.47041415 0.37376436] [ 0.65473522 0.5626829 0.38132257 0.39292196 0.35113598] [ 0.76001782 0.39238865 0.38886037 0.31720291 0.27838221] [ 0.5361056 0.55627661 0.37641884 0.45833056 0.38653088] Progress: 25.9% ... Training loss: 0.613 ... Validation loss: 1.046[ 0.30098728 0.46467514 0.59757908 0.67062568 0.45317564] [ 0.2178333 0.54645743 0.38295393 0.79458238 0.45953431] [ 0.41670072 0.35403421 0.39938404 0.78000836 0.37340881] [ 0.09342296 0.49965225 0.40413791 0.89554075 0.61609076] [ 0.85844975 0.47340933 0.4874026 0.27250443 0.3803211 ] [ 0.3110273 0.51519959 0.45585231 0.70301985 0.38279463] [ 0.60090397 0.44841956 0.58171632 0.65036793 0.41663515] [ 0.64521739 0.50680294 0.43329802 0.50960518 0.38651688] [ 0.51421945 0.3672794 0.55521263 0.59929888 0.37405582] [ 0.60207142 0.46083084 0.73328887 0.46880657 0.45224247] [ 0.85737882 0.34536827 0.56758009 0.15696865 0.39286228] [ 0.32550064 0.52303435 0.43087798 0.73358735 0.55309486] [ 0.64082463 0.365094 0.50451632 0.32279902 0.53615487] [ 0.62734982 0.52794995 0.38608945 0.3532202 0.30937628] [ 0.48846236 0.46949795 0.52335993 0.28759419 0.59468683] [ 0.54221744 0.44017513 0.6002242 0.39426945 0.47731869] [ 0.40011982 0.41132939 0.54249515 0.60161364 0.43125133] [ 0.37695303 0.46972695 0.57239891 0.67678441 0.47090364] [ 0.76608829 0.46296771 0.50621771 0.19321498 0.34100412] [ 0.58731831 0.51309319 0.41375537 0.46429406 0.37119636] [ 0.16831007 0.55121904 0.4043244 0.78537133 0.56549991] [ 0.83222617 0.34674438 0.53651405 0.31409138 0.39734342] [ 0.11446892 0.64225046 0.50819276 0.93734823 0.6103008 ] [ 0.74119681 0.27958978 0.57128408 0.286786 0.36951603] [ 0.27565181 0.50418976 0.5152521 0.61383523 0.59722997] [ 0.7704236 0.51669609 0.31453714 0.47222097 0.28348045] [ 0.46753416 0.51833141 0.50057499 0.80159953 0.39475876] [ 0.60025324 0.33897311 0.55807006 0.330062 0.43180298] [ 0.48810569 0.53428432 0.52570577 0.7722434 0.45621659] [ 0.6368076 0.48910956 0.48797687 0.3973367 0.35804927] [ 0.15804053 0.63472601 0.46673916 0.88249006 0.45784555] [ 0.42008594 0.52967368 0.36463183 0.77394748 0.30659108] [ 0.88883138 0.34912174 0.57775648 0.17941388 0.39709016] [ 0.52267698 0.3112209 0.46821604 0.56485122 0.38546269] [ 0.84929792 0.30165698 0.54652695 0.2321911 0.42776515] [ 0.21817195 0.65996608 0.48758627 0.84062308 0.58400731] [ 0.28941648 0.45380013 0.46559284 0.76461142 0.56979089] [ 0.07684035 0.53812249 0.51369446 0.91838847 0.58577651] [ 0.50439227 0.547236 0.58089379 0.41303493 0.51928495] [ 0.71066768 0.44398522 0.4784759 0.34397561 0.40458673] [ 0.54720806 0.44390723 0.51437153 0.69984379 0.33745335] [ 0.6479655 0.49226696 0.433763 0.2915347 0.37182658] [ 0.52399962 0.36183315 0.60471398 0.39178446 0.53770486] [ 0.20991378 0.54891854 0.50342706 0.86551984 0.53023241] [ 0.25835432 0.57936605 0.46552008 0.82389516 0.44982642] [ 0.42608842 0.50780261 0.43754237 0.66253127 0.34432876] [ 0.45358106 0.52066338 0.49599555 0.81315169 0.4174297 ] [ 0.52592221 0.5439615 0.43279662 0.39844668 0.47966874] [ 0.20513879 0.60501704 0.47027495 0.84149993 0.56880396] [ 0.86216049 0.3703081 0.62108167 0.17657666 0.3856613 ] [ 0.30286863 0.46087634 0.46524222 0.58515707 0.62674764] [ 0.19620292 0.56137979 0.49354298 0.81152931 0.54612543] [ 0.63287075 0.54985476 0.42764169 0.31085319 0.31089848] [ 0.53024869 0.64478855 0.5283049 0.57781403 0.50649463] [ 0.71619816 0.52411614 0.4317649 0.38400151 0.34854336] [ 0.2199818 0.71834859 0.32763045 0.86506888 0.56571329] [ 0.56749148 0.57683502 0.51549699 0.52947943 0.44838938] [ 0.60282643 0.49915159 0.49827964 0.50798446 0.46061319] [ 0.11089883 0.58524978 0.52559146 0.9041933 0.5970094 ] [ 0.15876809 0.69272541 0.37474818 0.7977841 0.52482382] [ 0.31317971 0.51583318 0.58040116 0.75381715 0.49934066] [ 0.67984528 0.58270191 0.57496835 0.53104627 0.41993907] [ 0.62744073 0.34841831 0.47909562 0.43690472 0.46539845] [ 0.39854554 0.65844992 0.49006596 0.59925201 0.39717918] [ 0.40195975 0.48237476 0.51012622 0.70343229 0.32240416] [ 0.73432376 0.40376251 0.58641807 0.16691538 0.47622434] [ 0.6611988 0.47002992 0.64633993 0.37890538 0.49048915] [ 0.76282217 0.3130503 0.62208459 0.16069914 0.49578021] [ 0.26104442 0.67503637 0.44286119 0.74688691 0.44332051] [ 0.48483974 0.55232239 0.51448217 0.54938053 0.55038951] [ 0.34288141 0.61664773 0.34524052 0.54834925 0.54562755] [ 0.45420133 0.39777148 0.58272111 0.7341459 0.47985312] [ 0.84973544 0.469226 0.58308053 0.38732547 0.38586216] [ 0.43108408 0.51808036 0.43148912 0.77873284 0.59830733] [ 0.11686717 0.66557384 0.463157 0.81276453 0.48021629] [ 0.38538291 0.67190812 0.43426635 0.71356324 0.44595688] [ 0.55089905 0.41503483 0.52771943 0.54842318 0.40590151] [ 0.83605188 0.45645332 0.49978395 0.32172794 0.38070228] [ 0.81531604 0.43625362 0.53840317 0.368503 0.45860533] [ 0.78026625 0.40340422 0.5866123 0.28831442 0.49571128] [ 0.4949405 0.49107804 0.5294576 0.64264604 0.50427337] [ 0.63364633 0.48380085 0.53901273 0.43107831 0.38308552] [ 0.39365758 0.63384504 0.43261978 0.60046675 0.41103287] [ 0.66745341 0.4926642 0.52130331 0.30144588 0.39009793] [ 0.62916941 0.41215991 0.61423458 0.51633947 0.42858788] [ 0.70139839 0.40799841 0.38612197 0.34854528 0.43729805] [ 0.20891571 0.70850774 0.4364323 0.80693513 0.42009712] [ 0.78629697 0.2714331 0.5231482 0.36094224 0.45735341] [ 0.4949405 0.49107804 0.5294576 0.64264604 0.50427337] [ 0.47427479 0.39064771 0.57185725 0.67897254 0.46795321] [ 0.25613107 0.46624224 0.4402869 0.8574283 0.50773569] [ 0.68811146 0.33697548 0.50094693 0.26313419 0.43900894] [ 0.27032632 0.65610422 0.3270871 0.75441202 0.44300442] [ 0.45007628 0.65668489 0.36553873 0.51984136 0.55813616] [ 0.36415262 0.56131618 0.58770523 0.50371446 0.42154538] [ 0.73956044 0.4807034 0.44927989 0.38674535 0.4130063 ] [ 0.80649664 0.41263694 0.42440308 0.31285245 0.32642234] [ 0.70304197 0.43681084 0.44968359 0.42332085 0.4385999 ] [ 0.51622812 0.60541908 0.56791164 0.64008949 0.5361009 ] [ 0.4685651 0.48190898 0.4992729 0.46460112 0.46964549] [ 0.73167838 0.39373798 0.51900711 0.21006944 0.58934092] [ 0.53134776 0.52120304 0.38086477 0.68129892 0.53648551] [ 0.48981338 0.5267075 0.4222264 0.67627941 0.57338759] [ 0.20242113 0.67752056 0.36241523 0.85674332 0.53578674] [ 0.60555741 0.34718595 0.70528337 0.61842235 0.39547721] [ 0.67167122 0.54680266 0.58129917 0.37689516 0.38533923] [ 0.65886946 0.60435517 0.36981405 0.42387813 0.3987134 ] [ 0.37330428 0.49659347 0.65132322 0.77753945 0.45058842] [ 0.69857785 0.45930202 0.48397229 0.40531448 0.38241909] [ 0.37892443 0.62192985 0.30102253 0.57936919 0.43802171] [ 0.2267212 0.55761728 0.47955769 0.84124024 0.49263335] [ 0.43827444 0.56516679 0.51295012 0.51498741 0.48393563] [ 0.54891938 0.62874979 0.59150565 0.60337382 0.51172156] [ 0.61301347 0.4776272 0.45958939 0.53149665 0.50940767] [ 0.73930737 0.44780356 0.6232437 0.28360963 0.507483 ] [ 0.07395837 0.62130254 0.46205683 0.92471091 0.57355596] [ 0.42076991 0.59367773 0.37128553 0.51360043 0.40821602] [ 0.43392443 0.57597212 0.53047887 0.51569269 0.53001353] [ 0.24164175 0.48612039 0.52071869 0.68943986 0.51627689] [ 0.59107927 0.56368352 0.54679939 0.51448515 0.53294851] [ 0.06068387 0.60767109 0.49267125 0.91727755 0.6406176 ] [ 0.06971062 0.69194996 0.40058761 0.94659738 0.63742545] [ 0.37849643 0.63086819 0.3970746 0.63332659 0.35514875] [ 0.79310341 0.52901122 0.27925855 0.42245649 0.23337375] [ 0.33332635 0.50186902 0.47109873 0.86516235 0.49245554] [ 0.62222317 0.42155429 0.46443081 0.4712995 0.4733233 ] [ 0.5195617 0.47286636 0.45181583 0.43629208 0.42295153] [ 0.40396773 0.53632106 0.43307601 0.65096482 0.29338556] Progress: 26.0% ... Training loss: 0.613 ... Validation loss: 1.051[ 0.69489649 0.41007283 0.50845139 0.33691478 0.30325822] [ 0.1929293 0.58713171 0.40512588 0.74901823 0.49334384] [ 0.34370216 0.50136916 0.50628461 0.70651158 0.42932882] [ 0.46470875 0.49817705 0.58349554 0.54419059 0.62424988] [ 0.62352591 0.46775934 0.63475751 0.60445797 0.36165306] [ 0.56231941 0.44100215 0.48396267 0.54927465 0.28161771] [ 0.74521613 0.46118315 0.48343852 0.35688951 0.33459024] [ 0.42783877 0.494023 0.4609607 0.53221182 0.33699731] [ 0.63702 0.36443336 0.44302539 0.46458264 0.50798755] [ 0.85667861 0.41737219 0.57166165 0.17235786 0.38070104] [ 0.81885967 0.43507681 0.64500979 0.15553252 0.50220114] [ 0.72532302 0.5105375 0.54158576 0.43910125 0.47926027] [ 0.35655309 0.47756726 0.56281091 0.71702192 0.38597831] [ 0.7856335 0.42843544 0.59466306 0.23060377 0.50131882] [ 0.40225083 0.55886724 0.38077739 0.65672291 0.4725633 ] [ 0.53137556 0.36957515 0.45335201 0.63151242 0.37884094] [ 0.77601586 0.34592856 0.49731497 0.2573081 0.38209129] [ 0.4341508 0.51289919 0.48004305 0.47757989 0.42602506] [ 0.77020961 0.47914793 0.43215166 0.177024 0.34101035] [ 0.45557826 0.54909862 0.58823381 0.6016261 0.39072466] [ 0.28849997 0.50865827 0.43113485 0.65496154 0.54643097] [ 0.15663149 0.53672841 0.39224743 0.84885303 0.46746258] [ 0.49779915 0.56988621 0.45084211 0.6246397 0.45287122] [ 0.7388452 0.41450626 0.42309699 0.45660816 0.47612071] [ 0.80279643 0.50198185 0.58475708 0.30492358 0.50410249] [ 0.87097324 0.37824406 0.53196451 0.17107741 0.41475866] [ 0.12116488 0.66564107 0.46673304 0.85087248 0.61715106] [ 0.82076498 0.42685694 0.50417952 0.26571166 0.40669855] [ 0.5395812 0.6030942 0.4522557 0.51989264 0.46753428] [ 0.67070906 0.55248044 0.42737234 0.43641124 0.4749385 ] [ 0.28624603 0.60448304 0.60930287 0.74048899 0.58299593] [ 0.68174298 0.51687767 0.41674281 0.45820801 0.33225083] [ 0.28619096 0.50934133 0.47094519 0.86761302 0.60609318] [ 0.62846145 0.56644517 0.37953339 0.47472125 0.2741203 ] [ 0.87628612 0.38952745 0.49339997 0.17021231 0.35622946] [ 0.49094442 0.51787532 0.42332615 0.63573247 0.58043458] [ 0.25145604 0.55240791 0.55127913 0.75520505 0.51056428] [ 0.0988148 0.57115021 0.49560219 0.80700219 0.5007575 ] [ 0.73679748 0.51335814 0.56773562 0.1667043 0.45148347] [ 0.63188181 0.42277419 0.55518445 0.53390767 0.4891858 ] [ 0.37466525 0.54546763 0.52814082 0.61523266 0.39749744] [ 0.65361135 0.51971935 0.4901778 0.54304558 0.54232544] [ 0.65487251 0.52156322 0.41380909 0.33928043 0.38658022] [ 0.44597514 0.53646729 0.49875706 0.58773515 0.42015669] [ 0.15293182 0.57316739 0.43640424 0.81507126 0.44543422] [ 0.3332455 0.57157099 0.49333356 0.64845016 0.56525824] [ 0.27475099 0.63554356 0.39665407 0.70543986 0.45617487] [ 0.5916044 0.54450336 0.50553566 0.53560871 0.53706741] [ 0.51067308 0.67664529 0.39452012 0.59662674 0.44664574] [ 0.88625503 0.3227492 0.59254601 0.13377297 0.3507092 ] [ 0.30308114 0.53649536 0.41920667 0.53196756 0.51032967] [ 0.8429071 0.33174362 0.59220758 0.21391244 0.37952065] [ 0.69233569 0.5049684 0.33384412 0.51009163 0.37705473] [ 0.31708522 0.62772683 0.28984655 0.68534647 0.42940876] [ 0.3553866 0.45974984 0.53138721 0.55820003 0.52117423] [ 0.65591451 0.63159297 0.35231757 0.48837219 0.43122235] [ 0.1766073 0.64202811 0.54478316 0.90926481 0.4940537 ] [ 0.62695694 0.42789359 0.50609646 0.32656183 0.41725541] [ 0.26824722 0.53808883 0.60209476 0.7207092 0.41767274] [ 0.49778609 0.52842611 0.59001933 0.58408847 0.3867354 ] [ 0.72973639 0.4101729 0.51897025 0.52437628 0.40510133] [ 0.17978132 0.55163749 0.58770767 0.84790841 0.53036714] [ 0.59216179 0.6753692 0.40727699 0.66001388 0.49654836] [ 0.34999879 0.5172089 0.45314668 0.6210507 0.5865389 ] [ 0.3553866 0.45974984 0.53138721 0.55820003 0.52117423] [ 0.64051027 0.33187819 0.432566 0.45011094 0.34495747] [ 0.402662 0.61659128 0.42809897 0.53522729 0.45967137] [ 0.52808407 0.57310531 0.54768965 0.64847856 0.41108354] [ 0.19136974 0.56312611 0.44899606 0.67223523 0.47072377] [ 0.6269451 0.47085763 0.48262966 0.42400374 0.41904648] [ 0.62024812 0.56767686 0.46278232 0.58761511 0.32019034] [ 0.60058301 0.34373976 0.64626026 0.44448167 0.42292498] [ 0.23958882 0.50953739 0.36690663 0.74268586 0.50447037] [ 0.4664164 0.46712776 0.55851204 0.54899785 0.52171598] [ 0.60152117 0.43756495 0.62323598 0.35705842 0.49572897] [ 0.6642424 0.33802285 0.62264263 0.19981868 0.45780288] [ 0.53138315 0.503418 0.4438473 0.38396555 0.53429213] [ 0.40175494 0.4693966 0.61634075 0.68379251 0.52130747] [ 0.61202915 0.38621954 0.70924938 0.44158511 0.50705327] [ 0.34152897 0.41396579 0.49172383 0.83268535 0.50339945] [ 0.535338 0.29603562 0.41948012 0.49997861 0.4107009 ] [ 0.43676462 0.57616999 0.53728006 0.65935597 0.48111719] [ 0.72615819 0.39292209 0.44171942 0.42531586 0.47384389] [ 0.44650046 0.35990405 0.55637373 0.69886116 0.45506042] [ 0.44560349 0.45391362 0.52756296 0.69018085 0.52854115] [ 0.6325635 0.53717955 0.57510238 0.44482784 0.49863485] [ 0.68556832 0.45014017 0.50871188 0.40547046 0.39351179] [ 0.73692654 0.35223741 0.53820563 0.27996708 0.34366352] [ 0.79817821 0.34045614 0.48395615 0.19151575 0.30088253] [ 0.63302182 0.56677652 0.51335945 0.57248121 0.38555087] [ 0.39797231 0.51432205 0.40249405 0.34484574 0.48032757] [ 0.78471675 0.43753323 0.54482499 0.19965789 0.4068771 ] [ 0.5251775 0.49008316 0.57371236 0.5359901 0.36201662] [ 0.08914592 0.62644228 0.39202874 0.92787266 0.56072403] [ 0.4988901 0.4335415 0.39042942 0.59220574 0.46586786] [ 0.40249111 0.60866938 0.46600854 0.5705671 0.35379779] [ 0.32978135 0.60674851 0.53900013 0.59643568 0.54641916] [ 0.36010401 0.64014382 0.54022142 0.6610697 0.60050659] [ 0.10776232 0.54638698 0.42441764 0.89083595 0.52687666] [ 0.51766268 0.46923841 0.55836106 0.41285226 0.48364891] [ 0.58975671 0.43434323 0.63364424 0.5009812 0.47160913] [ 0.24969316 0.43078894 0.39395863 0.80902446 0.44128349] [ 0.72758675 0.43052229 0.50194193 0.44376439 0.40054672] [ 0.50120016 0.54310009 0.42167395 0.41423407 0.45178547] [ 0.61126591 0.54279792 0.60722368 0.570008 0.46277765] [ 0.80794076 0.33302731 0.51945022 0.38289855 0.46315894] [ 0.42898639 0.4539833 0.53417175 0.6699539 0.43357294] [ 0.37264128 0.59664939 0.63613562 0.63551516 0.44332846] [ 0.29930313 0.61039621 0.48978962 0.63496696 0.43150396] [ 0.29254268 0.64510994 0.3439403 0.58661179 0.57112661] [ 0.40221343 0.46524041 0.48543247 0.68905987 0.43726579] [ 0.57347959 0.50228396 0.53991207 0.4181746 0.38935886] [ 0.18906889 0.71631492 0.46549083 0.85175044 0.59289028] [ 0.46428795 0.52049513 0.3838737 0.72151756 0.46046132] [ 0.51405105 0.47275544 0.41844524 0.53871598 0.48160179] [ 0.41198665 0.38896997 0.47571062 0.39391365 0.50783154] [ 0.75418213 0.41183306 0.59413008 0.28502182 0.43280367] [ 0.58218736 0.33206751 0.56513275 0.54618848 0.27633052] [ 0.15703039 0.71942457 0.47151162 0.75654281 0.60142257] [ 0.91328124 0.30258523 0.59497364 0.12583481 0.32195559] [ 0.26030512 0.57605976 0.43065248 0.74192002 0.65328627] [ 0.76370965 0.31591927 0.57333802 0.34255609 0.49987922] [ 0.30872612 0.69416713 0.39349732 0.76481289 0.51826976] [ 0.33089556 0.45608189 0.49893915 0.73120104 0.40997286] [ 0.84007939 0.39120083 0.56074108 0.37338656 0.38826503] [ 0.52415299 0.63314075 0.33683916 0.56013961 0.37764627] [ 0.92100198 0.29424872 0.64407259 0.13867915 0.39292631] [ 0.86024531 0.34118677 0.60103539 0.23752079 0.39942827] Progress: 26.1% ... Training loss: 0.612 ... Validation loss: 1.054[ 0.41413553 0.44568871 0.60051162 0.72017472 0.43795534] [ 0.52079393 0.64678767 0.50892598 0.44738937 0.54316201] [ 0.89186194 0.47381895 0.46426426 0.19833177 0.39243361] [ 0.54121057 0.44930274 0.55516265 0.38229801 0.61230415] [ 0.61950204 0.54039821 0.458318 0.37309764 0.41945007] [ 0.4173829 0.57491013 0.37739195 0.52542994 0.4214879 ] [ 0.61737846 0.41391234 0.62259967 0.29227255 0.54456183] [ 0.67054218 0.46742788 0.53302441 0.54524922 0.42689488] [ 0.37500096 0.72514111 0.42495478 0.79864073 0.54219496] [ 0.24516651 0.64325418 0.45251095 0.76210333 0.43343304] [ 0.37337692 0.54600761 0.47407728 0.77597907 0.41828899] [ 0.29507529 0.57206028 0.54254571 0.73126994 0.50894083] [ 0.6597766 0.36149566 0.70715031 0.45209807 0.44779889] [ 0.64039132 0.40632329 0.56549861 0.24411943 0.56055477] [ 0.08211376 0.63927786 0.35218859 0.90559412 0.54832171] [ 0.76322789 0.40858887 0.58239787 0.31590343 0.46159564] [ 0.52978626 0.46710392 0.40365343 0.42684152 0.47882808] [ 0.18133951 0.67770316 0.40308448 0.75989019 0.58335231] [ 0.22004354 0.50929635 0.55331397 0.58735666 0.5501815 ] [ 0.64513623 0.43408161 0.63603542 0.61722386 0.30537336] [ 0.6131749 0.54798587 0.5251498 0.36204471 0.53004323] [ 0.63477341 0.46621756 0.53757941 0.29113792 0.5423804 ] [ 0.24589977 0.58159738 0.34406159 0.57315752 0.48521496] [ 0.83407424 0.40930768 0.53919529 0.32469955 0.48398263] [ 0.65290218 0.50666595 0.43522763 0.33438753 0.43066199] [ 0.39356555 0.56784583 0.5836737 0.57670928 0.63032103] [ 0.45409629 0.49269972 0.45902636 0.74652574 0.44912901] [ 0.29539932 0.54005472 0.30048838 0.85627464 0.55577035] [ 0.06394715 0.57216722 0.54612452 0.92724154 0.64275762] [ 0.11406203 0.64615921 0.4083019 0.91676353 0.51604189] [ 0.63481684 0.45043448 0.4706337 0.3621122 0.43108031] [ 0.2852839 0.54956008 0.54617003 0.79148796 0.44556365] [ 0.59953576 0.48392887 0.54707276 0.63159829 0.40650454] [ 0.80536843 0.3722406 0.55581272 0.14333839 0.28440151] [ 0.78286989 0.38857843 0.61320785 0.27715318 0.42378943] [ 0.62261186 0.45003932 0.55552432 0.46142495 0.47374373] [ 0.63616541 0.43592673 0.64541054 0.30605383 0.55523551] [ 0.24900306 0.62949472 0.47650715 0.59489186 0.56008686] [ 0.75244382 0.33834227 0.58342667 0.20997742 0.35704862] [ 0.17286293 0.64067073 0.53662173 0.87197437 0.48264726] [ 0.14645266 0.63740993 0.40782057 0.88056113 0.57241663] [ 0.66063279 0.38047679 0.51490605 0.42507464 0.43854558] [ 0.84627668 0.37467251 0.51158062 0.20106687 0.4191959 ] [ 0.15257326 0.57673258 0.5345692 0.84382306 0.57117987] [ 0.67620558 0.326087 0.58569801 0.39400867 0.4533519 ] [ 0.34526022 0.64226362 0.46092772 0.77967321 0.53811354] [ 0.85886329 0.44418137 0.57927372 0.19830362 0.37666463] [ 0.72585319 0.40436321 0.58804915 0.38926592 0.43331224] [ 0.6193277 0.504403 0.40824626 0.39001619 0.41534779] [ 0.33802663 0.60180592 0.33509803 0.76994383 0.42115232] [ 0.5045446 0.37133696 0.57336358 0.67239299 0.45629552] [ 0.51396715 0.54567391 0.597568 0.5505434 0.43896528] [ 0.79213259 0.40372889 0.55453751 0.21445652 0.46280559] [ 0.61834626 0.47623201 0.33658435 0.55870123 0.46999524] [ 0.70512923 0.48387897 0.59886437 0.3022195 0.49417001] [ 0.3981017 0.51429667 0.40250436 0.34481397 0.48030907] [ 0.63765666 0.33569606 0.51139469 0.55650059 0.37680405] [ 0.67139628 0.55038007 0.42231569 0.5608301 0.36411744] [ 0.86772564 0.50740667 0.49343877 0.3616398 0.32103557] [ 0.78271261 0.45502438 0.59918805 0.43947904 0.35820398] [ 0.07781566 0.55315404 0.54369538 0.94545864 0.7155168 ] [ 0.73960766 0.4694969 0.45553796 0.4824502 0.33813271] [ 0.63613159 0.4440424 0.43884612 0.41491303 0.44436969] [ 0.14537365 0.65029202 0.48885968 0.88715225 0.56128593] [ 0.28549853 0.54447184 0.5169373 0.74881498 0.48224085] [ 0.64577549 0.39633446 0.57826885 0.35471971 0.57106865] [ 0.52884888 0.5728144 0.54780542 0.64810196 0.41097857] [ 0.72069467 0.22004108 0.60027312 0.25855409 0.47403828] [ 0.37053398 0.56598238 0.50096115 0.4667361 0.53368235] [ 0.68198517 0.54524424 0.51496969 0.34039237 0.52791154] [ 0.61631808 0.56238612 0.37080702 0.48238004 0.38091013] [ 0.89727512 0.31946729 0.4727095 0.19783851 0.40052236] [ 0.39189072 0.61668953 0.35475812 0.58577179 0.50396193] [ 0.84119466 0.3029128 0.54678195 0.22148452 0.38497795] [ 0.68552552 0.39685505 0.46997164 0.47581975 0.35882185] [ 0.46336879 0.53667342 0.40533123 0.61866847 0.52924555] [ 0.84865243 0.4125714 0.44145505 0.16022 0.26558903] [ 0.56464501 0.43883277 0.47503713 0.3520893 0.42198874] [ 0.3077729 0.536709 0.49121292 0.83116566 0.60141125] [ 0.58291802 0.50442042 0.52976053 0.44348427 0.34421447] [ 0.89267754 0.44934319 0.43767066 0.21612887 0.2930655 ] [ 0.44692733 0.56797041 0.36906338 0.64227027 0.60713675] [ 0.58504676 0.46924148 0.40943836 0.72869407 0.42322614] [ 0.47997017 0.50507128 0.44400077 0.58396613 0.54748935] [ 0.35194139 0.43699473 0.41294564 0.68903351 0.44927725] [ 0.24659409 0.65762756 0.46518202 0.69455695 0.46080077] [ 0.61358414 0.43118039 0.5348548 0.54463081 0.41784543] [ 0.35819855 0.45660743 0.58227562 0.67101698 0.44684914] [ 0.66075358 0.55903236 0.4829299 0.52963042 0.51898705] [ 0.46816186 0.44591664 0.44828232 0.41117361 0.42800105] [ 0.72376018 0.41424532 0.57574998 0.29833516 0.43469492] [ 0.47859816 0.43221564 0.4490478 0.46494276 0.50397904] [ 0.80049675 0.42304562 0.59771806 0.19253217 0.46899671] [ 0.36426957 0.58387073 0.37970787 0.71981319 0.46248653] [ 0.55681183 0.35160746 0.54252844 0.44571103 0.38083437] [ 0.59954058 0.43456278 0.50578793 0.3377608 0.54040148] [ 0.74461651 0.37857636 0.60792326 0.10252146 0.5033633 ] [ 0.72964783 0.63089079 0.52714025 0.47751603 0.39214559] [ 0.44533406 0.53224125 0.44652019 0.74383286 0.39991938] [ 0.78679744 0.5252019 0.36768848 0.45346357 0.32620296] [ 0.85501184 0.32245979 0.53081494 0.3301888 0.34601093] [ 0.69949421 0.33977525 0.51091007 0.3462593 0.54637309] [ 0.54801962 0.48982193 0.5466227 0.48012205 0.59899126] [ 0.39611096 0.7022214 0.47925391 0.77205191 0.60852889] [ 0.32995579 0.52509698 0.28724242 0.78847778 0.45807977] [ 0.87844143 0.37211668 0.5671197 0.19227341 0.40484419] [ 0.27230268 0.48213179 0.61333329 0.74829579 0.34544198] [ 0.67502014 0.56969947 0.3997602 0.62236243 0.33542809] [ 0.41719997 0.48588119 0.4518986 0.45800965 0.58529431] [ 0.43836944 0.50359637 0.41087009 0.57419813 0.48607331] [ 0.14768619 0.48339965 0.479127 0.92292105 0.62927899] [ 0.47600618 0.41440598 0.56226197 0.53059084 0.56126821] [ 0.10637556 0.60560423 0.55622527 0.92911582 0.68364663] [ 0.44923276 0.40634416 0.55275365 0.40887142 0.48218554] [ 0.69583098 0.61249115 0.46266688 0.46613256 0.35030191] [ 0.50898464 0.50036324 0.4104101 0.74695854 0.33483614] [ 0.23997758 0.65998117 0.42715228 0.79419872 0.41407504] [ 0.83754921 0.36250409 0.3720538 0.38650649 0.32913762] [ 0.10968807 0.60058893 0.52362982 0.9198901 0.54984148] [ 0.38045693 0.55827267 0.52545673 0.57957478 0.60981468] [ 0.59078343 0.39439255 0.44327162 0.49478864 0.49020781] [ 0.90338456 0.36177437 0.39560713 0.2385771 0.33426842] [ 0.31748572 0.62759467 0.28989683 0.68515773 0.42934864] [ 0.17272107 0.58032911 0.44815644 0.86694703 0.52916852] [ 0.76920754 0.44105034 0.47176965 0.16468776 0.3379237 ] [ 0.57939074 0.50970718 0.40102469 0.55111501 0.47720204] [ 0.77761247 0.40323202 0.56447966 0.3660445 0.38764635] [ 0.77310326 0.47071559 0.56877882 0.37654124 0.41127116] Progress: 26.1% ... Training loss: 0.612 ... Validation loss: 1.051[ 0.64867627 0.34746319 0.50040394 0.60182625 0.30303283] [ 0.76921241 0.42999824 0.4102061 0.46889699 0.48794388] [ 0.44533177 0.51753961 0.53048611 0.37906864 0.55815603] [ 0.53065079 0.46513822 0.44044857 0.56167834 0.42987441] [ 0.24570628 0.5352911 0.4595646 0.74117046 0.40787588] [ 0.44089052 0.64921378 0.36411333 0.75688392 0.41615933] [ 0.59048366 0.51631919 0.52755933 0.47664937 0.60253387] [ 0.81460681 0.36277636 0.44046644 0.23422566 0.3344763 ] [ 0.42782759 0.44404355 0.40451494 0.6221989 0.38523293] [ 0.82495809 0.3923238 0.54850852 0.29346486 0.38485599] [ 0.29817178 0.49469547 0.43243967 0.85869778 0.40994665] [ 0.18813522 0.60142711 0.47642322 0.7599839 0.57677041] [ 0.59779484 0.66507584 0.37422904 0.73228261 0.53191031] [ 0.81788903 0.47013749 0.58021597 0.39650779 0.31086878] [ 0.56518998 0.42075801 0.53523605 0.55227492 0.39531084] [ 0.51907403 0.40874157 0.32080477 0.73966337 0.46583456] [ 0.725262 0.45844486 0.39851925 0.35051731 0.39342248] [ 0.21686832 0.51860222 0.68013667 0.80283326 0.54400016] [ 0.60691815 0.56728982 0.52279327 0.52414582 0.50881604] [ 0.46154301 0.5190645 0.40319069 0.6235985 0.40718429] [ 0.71398039 0.46435426 0.52861338 0.45806894 0.46874358] [ 0.5528732 0.50961862 0.44227257 0.58114601 0.32236124] [ 0.56775399 0.47325273 0.46184868 0.53177364 0.33600942] [ 0.61865512 0.44364673 0.56936986 0.58301522 0.42674922] [ 0.61987306 0.42136709 0.3515314 0.36305346 0.42720592] [ 0.21947511 0.60931221 0.40185892 0.74011119 0.41463123] [ 0.88887633 0.38133724 0.48230319 0.2458821 0.25415638] [ 0.80376275 0.45548741 0.61988767 0.40288681 0.36268828] [ 0.28905559 0.58578838 0.38923634 0.77294728 0.59125771] [ 0.76369094 0.44037247 0.49979905 0.36986376 0.39444404] [ 0.51829166 0.53697002 0.45843364 0.61907015 0.39199192] [ 0.34948367 0.60927997 0.37635545 0.65389555 0.45517248] [ 0.71691372 0.39765022 0.547226 0.3294476 0.28431726] [ 0.63732079 0.41487414 0.59715445 0.4016642 0.58302597] [ 0.63598073 0.50352214 0.52356986 0.55524895 0.41100686] [ 0.14575153 0.53112408 0.51241058 0.87565833 0.52771948] [ 0.60699656 0.50607271 0.56063675 0.30734357 0.42121535] [ 0.58800367 0.39904616 0.57983411 0.3884583 0.54071628] [ 0.67740515 0.50129952 0.51027702 0.36952201 0.48717806] [ 0.23390559 0.68168181 0.48236795 0.73588459 0.56245402] [ 0.41466884 0.52399366 0.4625506 0.54299192 0.51041084] [ 0.48536819 0.50972332 0.57366627 0.66638371 0.40511114] [ 0.50651794 0.58659471 0.61955764 0.5446159 0.49683328] [ 0.40205864 0.66811206 0.45603137 0.62684349 0.47469425] [ 0.29486379 0.62066783 0.65381459 0.61848524 0.54844232] [ 0.58315815 0.60338372 0.56779259 0.64673604 0.37088332] [ 0.81012051 0.33286962 0.59019883 0.21247184 0.35493855] [ 0.13647378 0.68533366 0.31787679 0.95413602 0.52191067] [ 0.68674547 0.49322607 0.56683035 0.24354387 0.50170666] [ 0.47909012 0.48204512 0.45941909 0.46136507 0.37028676] [ 0.25766085 0.68338957 0.36061784 0.82914046 0.49154359] [ 0.71223844 0.50641176 0.36087043 0.58982513 0.4376815 ] [ 0.38799522 0.50041405 0.55634001 0.7282417 0.50621135] [ 0.81883891 0.36145888 0.67523251 0.24774717 0.39650204] [ 0.3911044 0.46547497 0.57725987 0.70454526 0.53261066] [ 0.45098929 0.48616465 0.4047057 0.66767119 0.39368029] [ 0.51924106 0.46767007 0.58244143 0.66708754 0.42971147] [ 0.18504769 0.73073321 0.34833792 0.8386513 0.59468392] [ 0.73772601 0.42181562 0.47637762 0.22516301 0.31579805] [ 0.76188115 0.34969872 0.5869269 0.14418546 0.40683231] [ 0.06765182 0.70906041 0.35618861 0.93503634 0.55547146] [ 0.57856011 0.45180323 0.55588472 0.56649451 0.32761201] [ 0.22559573 0.50951531 0.59112197 0.75144092 0.64962075] [ 0.56939043 0.62738998 0.46492304 0.60142222 0.39467746] [ 0.56494075 0.65313268 0.21035998 0.51886075 0.33035966] [ 0.39269872 0.61655785 0.56010077 0.55576818 0.52118092] [ 0.77818565 0.46370656 0.50901709 0.34536784 0.51804748] [ 0.18378838 0.55727866 0.39687703 0.91419601 0.47639007] [ 0.39490163 0.53615589 0.4933455 0.44488074 0.49359093] [ 0.66133065 0.39784539 0.49554573 0.28225278 0.45658666] [ 0.33572308 0.57833286 0.54253666 0.78412938 0.53100617] [ 0.74973602 0.40411317 0.53632481 0.46787981 0.36244923] [ 0.6634088 0.50161755 0.48733214 0.4978879 0.4487209 ] [ 0.3192084 0.6221412 0.21713726 0.76109263 0.4620114 ] [ 0.89016132 0.36787959 0.44392592 0.13507346 0.40475403] [ 0.23333742 0.53521183 0.66081411 0.7953121 0.50573132] [ 0.64762212 0.5819368 0.61811502 0.56726191 0.41460358] [ 0.75134644 0.42281846 0.40978857 0.65862617 0.39120628] [ 0.50642333 0.40992816 0.38837891 0.60105599 0.48063619] [ 0.1108793 0.65507677 0.3579155 0.82004396 0.55895392] [ 0.70686716 0.45053342 0.5267842 0.55531423 0.39443079] [ 0.66279233 0.48079124 0.50218836 0.35634092 0.42530064] [ 0.28968868 0.54417539 0.44515615 0.77258105 0.3097301 ] [ 0.41842626 0.61186807 0.38083885 0.62520644 0.30940728] [ 0.18038142 0.55140215 0.58779914 0.84769665 0.53029604] [ 0.55604189 0.47213243 0.5480858 0.72010643 0.40365473] [ 0.35005399 0.56514769 0.4977417 0.67091927 0.52826363] [ 0.84420582 0.35544058 0.61231056 0.21722916 0.42712483] [ 0.45176123 0.49408177 0.51990646 0.69708443 0.38690816] [ 0.62491279 0.54971391 0.43978003 0.51380463 0.45722422] [ 0.87286764 0.3838214 0.47798396 0.16034059 0.28139511] [ 0.54752345 0.33516511 0.49621965 0.46258962 0.62083915] [ 0.58102636 0.41852952 0.46843969 0.36503927 0.45802122] [ 0.64825619 0.61067535 0.3041449 0.4836707 0.31819794] [ 0.39978751 0.33433357 0.55935367 0.67587376 0.38838212] [ 0.41211423 0.42901236 0.50784752 0.67589032 0.35514839] [ 0.83709239 0.46901109 0.39093903 0.34869179 0.33295665] [ 0.78497214 0.43833991 0.44294239 0.27658422 0.39550268] [ 0.7076458 0.5572562 0.46218891 0.36954447 0.46337978] [ 0.16796173 0.42790063 0.41205547 0.79746008 0.52408207] [ 0.23772374 0.45871994 0.54195767 0.7260976 0.60938595] [ 0.75524236 0.3431942 0.52115875 0.24597564 0.45335206] [ 0.61516062 0.41005878 0.45405221 0.36233222 0.54655566] [ 0.41808416 0.55526706 0.52130913 0.55094312 0.4323512 ] [ 0.5963181 0.50332718 0.43487414 0.46309273 0.49581328] [ 0.52466927 0.31907269 0.55122337 0.43675637 0.49725943] [ 0.80544311 0.33625678 0.50052318 0.16868604 0.40922332] [ 0.42774673 0.48549395 0.43289022 0.74609671 0.35528063] [ 0.77191129 0.34397568 0.60021628 0.22024828 0.41899599] [ 0.26846365 0.53651459 0.49910151 0.75592079 0.4457657 ] [ 0.66884595 0.46463322 0.42385118 0.4055736 0.3594222 ] [ 0.65329042 0.40119439 0.38053437 0.4933731 0.54655732] [ 0.41393155 0.62730149 0.30525378 0.70459195 0.45314864] [ 0.84007832 0.39413676 0.51136839 0.39451526 0.35605863] [ 0.10787761 0.74066955 0.35428375 0.95045581 0.55521841] [ 0.58974952 0.43632566 0.37461489 0.50123411 0.63014783] [ 0.72009985 0.47319429 0.51065686 0.30479332 0.28645075] [ 0.56350425 0.6256063 0.53166287 0.61912663 0.37667973] [ 0.69849369 0.37917096 0.67350635 0.19975463 0.32902215] [ 0.60566803 0.49556013 0.485551 0.36040491 0.51092739] [ 0.15749388 0.73212763 0.28739848 0.86780452 0.44916005] [ 0.52445908 0.4525265 0.54730259 0.30649616 0.49504973] [ 0.05803729 0.61292729 0.51579273 0.86642619 0.56724051] [ 0.33789082 0.55530299 0.41153503 0.73787357 0.5507941 ] [ 0.64536583 0.47211772 0.36855182 0.38505922 0.40516386] [ 0.10341641 0.56998519 0.53241871 0.91084311 0.67408275] [ 0.59679346 0.52474132 0.41319163 0.53792688 0.49155766] [ 0.26188314 0.63534942 0.50711194 0.68934794 0.51021075] Progress: 26.1% ... Training loss: 0.612 ... Validation loss: 1.051[ 0.72129233 0.40411201 0.58417581 0.3207793 0.34739122] [ 0.61496362 0.51153191 0.43887803 0.58034962 0.42016703] [ 0.89578668 0.30259008 0.57646277 0.21619738 0.27357739] [ 0.63907964 0.53484297 0.49718252 0.36587016 0.43502558] [ 0.67527204 0.42540863 0.55783741 0.52752655 0.45105977] [ 0.40942874 0.51991709 0.50854636 0.68720275 0.42727115] [ 0.35402919 0.6689675 0.38478546 0.67545689 0.42346131] [ 0.63680387 0.50321749 0.52370009 0.55476306 0.41089231] [ 0.4657788 0.52898822 0.42657339 0.6784379 0.34145096] [ 0.90022521 0.31603525 0.7134657 0.11817407 0.33565941] [ 0.29576689 0.51482892 0.63147156 0.75668971 0.44357836] [ 0.31890705 0.49524874 0.50195062 0.74044941 0.52175312] [ 0.92552189 0.32351431 0.6167259 0.11441325 0.28847236] [ 0.85252931 0.40930154 0.44151689 0.32076865 0.33952209] [ 0.41768912 0.6122341 0.38068989 0.6255405 0.30952851] [ 0.4951342 0.40825001 0.45742678 0.31457545 0.63337381] [ 0.1711159 0.76822975 0.38846298 0.80439186 0.59161167] [ 0.21706102 0.60355642 0.36314175 0.79958369 0.53571512] [ 0.73434127 0.39834964 0.64191947 0.27737913 0.51552291] [ 0.52340852 0.56341769 0.50347897 0.46946272 0.42560936] [ 0.64189878 0.50477804 0.5155452 0.72977798 0.37636466] [ 0.90357303 0.38877328 0.57677548 0.19091729 0.29292472] [ 0.15683786 0.46072377 0.41145319 0.91466809 0.57086314] [ 0.91053131 0.34396871 0.52854698 0.10857381 0.30781299] [ 0.38167777 0.54455339 0.46083411 0.61636942 0.39626299] [ 0.35767515 0.55658298 0.37701926 0.6958964 0.39821447] [ 0.83511767 0.41875287 0.6344342 0.2727193 0.35274627] [ 0.68239687 0.38529737 0.45368925 0.40893219 0.36688313] [ 0.16555658 0.56087306 0.4821083 0.82522171 0.5611222 ] [ 0.26201312 0.50604835 0.54323007 0.79108865 0.58708393] [ 0.85127216 0.34712777 0.5459742 0.21870726 0.37298985] [ 0.6350069 0.56002597 0.51724196 0.63122128 0.45384186] [ 0.83339006 0.36876101 0.52732801 0.17612235 0.26342069] [ 0.36083386 0.69297482 0.40151575 0.82141405 0.5012938 ] [ 0.60141095 0.70341724 0.49052865 0.46072982 0.57908145] [ 0.35583069 0.45967793 0.5314086 0.55796453 0.52115451] [ 0.73903133 0.32167585 0.50225433 0.20990066 0.39954069] [ 0.77633126 0.59102643 0.56534172 0.47944266 0.39218178] [ 0.6861029 0.37244545 0.49773141 0.29910782 0.36676527] [ 0.23775413 0.49239082 0.38543042 0.63184962 0.72524525] [ 0.72002466 0.42218228 0.60547352 0.24904123 0.58118706] [ 0.68029755 0.60228443 0.52889653 0.48490614 0.41160388] [ 0.12558028 0.67301784 0.51679768 0.83140831 0.66977198] [ 0.55989553 0.43731976 0.50578663 0.58640446 0.62574647] [ 0.54357125 0.61383086 0.45210737 0.54560604 0.56310791] [ 0.5977312 0.46562889 0.53561149 0.33991511 0.55692372] [ 0.51059689 0.48970486 0.4142657 0.64186127 0.33901108] [ 0.79714042 0.25052821 0.53401377 0.16934466 0.3557003 ] [ 0.75798147 0.39500785 0.57125628 0.27229108 0.45553954] [ 0.59385841 0.41363136 0.52390253 0.24246719 0.45856949] [ 0.74511181 0.38503372 0.55639692 0.46763288 0.42536357] [ 0.63153744 0.34069265 0.5245988 0.33277941 0.4427699 ] [ 0.4163323 0.62230406 0.44727708 0.76768531 0.40405058] [ 0.28102903 0.57044757 0.32880849 0.83428419 0.33057979] [ 0.81102262 0.55811852 0.24624411 0.5154119 0.22170892] [ 0.62219236 0.48553856 0.40511933 0.53474909 0.418178 ] [ 0.78490934 0.45556153 0.6378044 0.24378588 0.52391052] [ 0.54202736 0.474883 0.53452134 0.3027456 0.50440639] [ 0.46411179 0.53579517 0.4767334 0.54752488 0.37068954] [ 0.40938229 0.59290216 0.41411375 0.69339389 0.33265025] [ 0.44051621 0.60362231 0.55134334 0.61669766 0.5607096 ] [ 0.69148284 0.47783722 0.52140161 0.54787019 0.39442701] [ 0.47496521 0.5254743 0.41669597 0.59778368 0.53979133] [ 0.22907266 0.59820188 0.37549936 0.86377094 0.34335146] [ 0.62792395 0.41509904 0.62765429 0.35371514 0.48384585] [ 0.27427279 0.45965666 0.38836259 0.745818 0.54183906] [ 0.09376809 0.53207649 0.57946893 0.92607932 0.69590656] [ 0.332508 0.466363 0.53278733 0.72042482 0.41354236] [ 0.68310267 0.55219889 0.46799912 0.38564689 0.40989477] [ 0.67667053 0.36619243 0.65894359 0.49197254 0.46126537] [ 0.39501649 0.54480461 0.56658712 0.81803056 0.43215707] [ 0.63559856 0.39489009 0.58588486 0.34162572 0.61961205] [ 0.53592519 0.48781218 0.45727029 0.7108337 0.36023036] [ 0.3869569 0.63334532 0.39180581 0.65108077 0.45856638] [ 0.88219528 0.36587764 0.49149043 0.22087914 0.33486104] [ 0.77416636 0.50127426 0.55248491 0.24173329 0.39360135] [ 0.22703291 0.53713005 0.65514357 0.83074191 0.56912583] [ 0.32772993 0.49633464 0.53874468 0.63564033 0.50371751] [ 0.73106733 0.5689271 0.45950249 0.60308494 0.37895756] [ 0.74033814 0.51823331 0.50327949 0.32664064 0.51849388] [ 0.6294075 0.41137483 0.54968073 0.3794099 0.49772115] [ 0.63375093 0.43801931 0.58407385 0.40120981 0.39796416] [ 0.62106519 0.55195713 0.52884888 0.62630774 0.52249645] [ 0.42385577 0.4483788 0.62041054 0.67612081 0.34992694] [ 0.71506275 0.43150662 0.60237591 0.32524599 0.40286995] [ 0.60545306 0.5231334 0.31120968 0.44326287 0.3485789 ] [ 0.57164938 0.49824648 0.38321412 0.4586776 0.3384041 ] [ 0.72012825 0.48617544 0.43580827 0.42859678 0.37976086] [ 0.74880002 0.43483036 0.56757232 0.14675025 0.40772729] [ 0.29219497 0.46877587 0.51280982 0.82571221 0.42701916] [ 0.6438173 0.52903168 0.52411751 0.35134785 0.54869668] [ 0.55641976 0.44431207 0.53287598 0.56837504 0.36542 ] [ 0.36383974 0.55291566 0.48292393 0.47594947 0.58398091] [ 0.37451177 0.5342009 0.62113869 0.52547747 0.60177482] [ 0.55110434 0.52913806 0.59989014 0.50096964 0.45689624] [ 0.81149882 0.34703319 0.51992149 0.38218245 0.44553808] [ 0.18753604 0.68145979 0.35290434 0.84379864 0.56876319] [ 0.89076914 0.44014644 0.52047113 0.21501813 0.3570941 ] [ 0.24845668 0.56991754 0.4822926 0.87300384 0.56207987] [ 0.79511219 0.28730544 0.57715885 0.29159733 0.43256439] [ 0.40635118 0.48980489 0.61492837 0.76453542 0.34759057] [ 0.32448539 0.58033139 0.48220368 0.79020424 0.59160048] [ 0.30891369 0.63720762 0.32224065 0.73224274 0.4482555 ] [ 0.79504282 0.5012944 0.57942147 0.17875236 0.40912129] [ 0.47618041 0.43501935 0.54716197 0.60130146 0.40765879] [ 0.57310331 0.51844523 0.46684936 0.45428394 0.39257062] [ 0.8543097 0.38621732 0.52061283 0.15339984 0.36820472] [ 0.430175 0.51073186 0.5524754 0.79197235 0.34359309] [ 0.45722213 0.33077352 0.52098043 0.56111163 0.50884162] [ 0.1614428 0.49902411 0.50928936 0.76981399 0.64001151] [ 0.46472898 0.43787162 0.37080434 0.49636824 0.37098732] [ 0.53156094 0.48784144 0.32022606 0.56423426 0.30762409] [ 0.59116114 0.53064277 0.4341337 0.33055124 0.35484944] [ 0.33895452 0.45506767 0.5352733 0.51055294 0.4595704 ] [ 0.7577716 0.5020535 0.46392263 0.28544938 0.29639906] [ 0.3252559 0.68709218 0.44122543 0.68300101 0.46752982] [ 0.70980205 0.31798856 0.39762254 0.41366911 0.36466723] [ 0.66463869 0.50262591 0.45782763 0.36491961 0.42563252] [ 0.70085566 0.3435111 0.55646282 0.28416787 0.46188111] [ 0.39374067 0.59548416 0.32575696 0.63036172 0.47920262] [ 0.48243149 0.32230149 0.514577 0.67641755 0.44756972] [ 0.58334959 0.4476044 0.65489261 0.44699353 0.52399471] [ 0.71020277 0.45490151 0.62162897 0.34664201 0.36773876] [ 0.65098307 0.61157807 0.37123277 0.53400912 0.38129091] [ 0.34275988 0.53685934 0.4508423 0.6911823 0.44532817] [ 0.59588633 0.69408024 0.33184478 0.66259066 0.4995716 ] [ 0.26021549 0.53749813 0.56478469 0.84516876 0.49861446] [ 0.24489543 0.62231079 0.36088339 0.77555866 0.61153831] Progress: 26.2% ... Training loss: 0.612 ... Validation loss: 1.045[ 0.34657567 0.55226416 0.44767362 0.7000532 0.65816384] [ 0.81754216 0.42321453 0.5115076 0.4196032 0.39654711] [ 0.44397091 0.37918847 0.57072358 0.75091474 0.46760315] [ 0.58515165 0.45611352 0.4699953 0.45373962 0.43045354] [ 0.76153971 0.37029426 0.35620397 0.51054154 0.44809693] [ 0.15945468 0.638944 0.35443299 0.80756286 0.43309122] [ 0.20286902 0.56509161 0.51104296 0.88801393 0.47936005] [ 0.38571214 0.57072528 0.44075836 0.69869252 0.60049066] [ 0.52051258 0.36576373 0.60056902 0.56327937 0.37425095] [ 0.33085743 0.48344531 0.6648061 0.6733112 0.56167397] [ 0.88847583 0.3881559 0.53685009 0.19764495 0.36452338] [ 0.66263682 0.38782684 0.5287348 0.33108113 0.39014697] [ 0.702757 0.41750406 0.49448418 0.25825664 0.41231037] [ 0.40034329 0.47893651 0.39185532 0.45174638 0.49511538] [ 0.17403191 0.65169691 0.35556132 0.69293201 0.49150225] [ 0.59594484 0.59328715 0.53237508 0.32034866 0.58722344] [ 0.82950509 0.32425202 0.62146812 0.17098906 0.37836025] [ 0.55873997 0.45002862 0.57246767 0.35501288 0.51717056] [ 0.3241881 0.47181393 0.50647628 0.53921591 0.52438448] [ 0.07838864 0.61586536 0.44396644 0.93300485 0.49647908] [ 0.82990921 0.31114535 0.51554147 0.23683573 0.42104054] [ 0.78492172 0.50917445 0.58350771 0.37962746 0.41705869] [ 0.44335148 0.51781675 0.40276049 0.55321982 0.53409915] [ 0.4701726 0.54624551 0.44089667 0.58426266 0.25410261] [ 0.84704072 0.37527666 0.58199755 0.23651822 0.3270104 ] [ 0.51148873 0.46181889 0.32919608 0.50979162 0.44362818] [ 0.88394499 0.29893592 0.65533321 0.1352564 0.43819717] [ 0.17011303 0.64322999 0.38522914 0.79437622 0.4319557 ] [ 0.83375035 0.23261478 0.47523778 0.165348 0.32001407] [ 0.73391765 0.48098173 0.57038881 0.42837861 0.3461146 ] [ 0.19199832 0.48187985 0.38854029 0.54497091 0.7307759 ] [ 0.25120027 0.50404885 0.39296811 0.68402015 0.41889204] [ 0.67697432 0.32574113 0.58585585 0.3936454 0.45317661] [ 0.19497229 0.69099089 0.29246534 0.81432386 0.48725752] [ 0.49557467 0.32853691 0.59745872 0.36937715 0.42558738] [ 0.72963446 0.32094442 0.50455908 0.30211702 0.42618732] [ 0.42019659 0.58374358 0.3731028 0.62693104 0.42392243] [ 0.35009116 0.528223 0.3809646 0.62594792 0.42904326] [ 0.58352743 0.33181088 0.56525008 0.54546069 0.27622736] [ 0.19194183 0.54771354 0.36671431 0.85739552 0.43445549] [ 0.54173278 0.45742005 0.49305215 0.48544481 0.49147291] [ 0.22381204 0.6439652 0.41062275 0.66444886 0.59081279] [ 0.56254625 0.44201153 0.55585404 0.50490846 0.34106137] [ 0.11304171 0.56144147 0.46205082 0.81892601 0.56150332] [ 0.6433936 0.40764231 0.62210088 0.57483097 0.44487252] [ 0.17150023 0.56879946 0.45156214 0.87619496 0.51964229] [ 0.61244179 0.48639824 0.59298718 0.68785099 0.40328407] [ 0.32189046 0.58154947 0.42664746 0.58787015 0.55947707] [ 0.41394724 0.45941705 0.53512463 0.81720517 0.47605917] [ 0.38559871 0.57245335 0.43467826 0.79977639 0.39064688] [ 0.82067265 0.32619696 0.52689909 0.18163356 0.43301003] [ 0.76123686 0.43717066 0.51113392 0.37001631 0.40250551] [ 0.52574153 0.43457827 0.57212836 0.41118713 0.45119063] [ 0.52417531 0.49838429 0.65459152 0.61241921 0.4623692 ] [ 0.55529976 0.41040658 0.60254931 0.46984498 0.473112 ] [ 0.75049842 0.330702 0.56822807 0.2061938 0.44963714] [ 0.67238912 0.46751079 0.54882386 0.3718335 0.50671833] [ 0.71252108 0.58563488 0.50334601 0.40857658 0.45679757] [ 0.83561377 0.37811338 0.41754682 0.32667744 0.39405159] [ 0.38436043 0.4951696 0.43527316 0.75785129 0.43629693] [ 0.71569995 0.4573156 0.51992254 0.16674014 0.46220552] [ 0.52398362 0.46567616 0.55882504 0.57091817 0.42931618] [ 0.78522507 0.32303879 0.59274952 0.20780456 0.3396129 ] [ 0.47901237 0.61472856 0.37983841 0.71377605 0.35536245] [ 0.4737112 0.45410232 0.42447924 0.5668004 0.61549245] [ 0.5640545 0.47846502 0.6083169 0.44117444 0.39251166] [ 0.67295116 0.50105678 0.47096589 0.50989473 0.38046576] [ 0.6425029 0.57317914 0.51257747 0.40846429 0.51278518] [ 0.46055646 0.4809018 0.53218075 0.67587938 0.40598643] [ 0.37004937 0.5424399 0.38938578 0.64952059 0.35197016] [ 0.83705492 0.37996818 0.58001028 0.22647257 0.43492465] [ 0.75236371 0.47973704 0.62061952 0.4015249 0.36422996] [ 0.45893792 0.6088322 0.38269701 0.5739394 0.46889711] [ 0.56462728 0.48961116 0.3750031 0.63486804 0.37920463] [ 0.77768299 0.41040762 0.52967462 0.16804187 0.43446671] [ 0.34458541 0.67837621 0.39005454 0.76040542 0.40308029] [ 0.29259638 0.56655302 0.45875635 0.79287758 0.566565 ] [ 0.40152618 0.67030554 0.49174297 0.75970758 0.56108339] [ 0.38592962 0.529481 0.54249597 0.61852269 0.57646719] [ 0.85332107 0.39777865 0.60218474 0.18957168 0.32098713] [ 0.70651587 0.50889091 0.40172151 0.32327262 0.35940383] [ 0.84371994 0.29418176 0.39454124 0.29850803 0.33811309] [ 0.37113809 0.43321909 0.44075734 0.8272878 0.40677749] [ 0.423179 0.49665285 0.58586064 0.58436599 0.51532643] [ 0.12513157 0.5572419 0.51946862 0.89714901 0.63216818] [ 0.56422649 0.6124939 0.35398207 0.52728276 0.35211372] [ 0.47607742 0.59142466 0.44110158 0.57224255 0.39798916] [ 0.65224766 0.40927684 0.47024103 0.57401224 0.48594816] [ 0.76682083 0.53698229 0.4152284 0.48725736 0.33769713] [ 0.48857394 0.5597725 0.42977322 0.47528013 0.53218019] [ 0.11151017 0.62691699 0.43386382 0.89753063 0.50331337] [ 0.72457231 0.56846278 0.53837707 0.46978208 0.43593534] [ 0.6547443 0.7015493 0.37906439 0.61710595 0.49886364] [ 0.56876655 0.62766802 0.46480802 0.60166481 0.39477728] [ 0.17972809 0.50592613 0.50760857 0.74788171 0.52013604] [ 0.33180981 0.58516105 0.42287366 0.56675323 0.42096202] [ 0.84315673 0.46115217 0.52273978 0.36970264 0.39266916] [ 0.43078797 0.50558718 0.44487516 0.65073134 0.45129921] [ 0.42356923 0.52150654 0.39818477 0.32795219 0.41933666] [ 0.30553396 0.63453185 0.46314677 0.80457637 0.54754598] [ 0.83445078 0.47458031 0.51884472 0.38256018 0.32708492] [ 0.63466583 0.46124545 0.45384291 0.4482301 0.51089338] [ 0.16675412 0.66313633 0.35869994 0.84997542 0.43286841] [ 0.62346557 0.42889951 0.44668802 0.35635463 0.47531975] [ 0.52563499 0.44186372 0.51381448 0.42896018 0.40715106] [ 0.21144072 0.541229 0.51303751 0.81472686 0.46365812] [ 0.22469647 0.54125933 0.61184242 0.72645056 0.55449946] [ 0.6646021 0.57289082 0.466547 0.62990355 0.34486541] [ 0.35318659 0.66938808 0.38461342 0.67586925 0.42362255] [ 0.28410072 0.47655598 0.64672488 0.68488961 0.67354569] [ 0.49687643 0.65571181 0.44250861 0.69075766 0.40830995] [ 0.15946178 0.66542665 0.31169237 0.78129085 0.51686097] [ 0.48791224 0.5378046 0.48575596 0.66955945 0.52133999] [ 0.15540099 0.66283294 0.48850326 0.85114839 0.62286887] [ 0.67303111 0.50397435 0.32242828 0.5035401 0.35185085] [ 0.34183196 0.62363675 0.4889851 0.53829851 0.45537798] [ 0.46682332 0.51192101 0.50842436 0.69148086 0.3786418 ] [ 0.61619622 0.42883285 0.46202112 0.34051386 0.39202245] [ 0.80808058 0.56156942 0.50385304 0.33218619 0.45638263] [ 0.69499715 0.36938429 0.57425498 0.29907013 0.48159997] [ 0.69302847 0.33793233 0.43863005 0.44177595 0.41227429] [ 0.6494322 0.4965001 0.24747619 0.50941838 0.30616057] [ 0.36597801 0.46183313 0.54805769 0.69100016 0.3903973 ] [ 0.69241694 0.61926617 0.36704183 0.5466534 0.33714506] [ 0.30636278 0.67264835 0.29962055 0.68620471 0.49113634] [ 0.56578396 0.46588678 0.41450571 0.33566317 0.35107465] [ 0.665389 0.5819986 0.55435233 0.50122209 0.47675086] [ 0.23551037 0.60360331 0.54355464 0.81263513 0.41898151] Progress: 26.2% ... Training loss: 0.611 ... Validation loss: 1.048[ 0.73603597 0.40289981 0.62924518 0.22243625 0.40513052] [ 0.58760884 0.32870327 0.65561883 0.58076235 0.36541301] [ 0.39636923 0.4004973 0.67047961 0.55698119 0.38587859] [ 0.14891841 0.49483023 0.48357779 0.85604735 0.5157637 ] [ 0.58077152 0.45435468 0.5684279 0.40730977 0.58449451] [ 0.62116654 0.28557614 0.60879492 0.49599245 0.47107116] [ 0.77974493 0.40733908 0.43253034 0.38172085 0.31192225] [ 0.2303265 0.54728326 0.56684383 0.84574698 0.41762423] [ 0.15260057 0.6433752 0.49015198 0.87240375 0.4545387 ] [ 0.74962393 0.41930297 0.43215027 0.29636854 0.30517719] [ 0.10433478 0.63065049 0.51431214 0.91288214 0.68361312] [ 0.42211775 0.54430709 0.4107087 0.61120265 0.49918391] [ 0.81202999 0.53228079 0.28647087 0.41685248 0.31544372] [ 0.40413718 0.49061024 0.33088666 0.63998885 0.34617333] [ 0.51807909 0.55106927 0.6321254 0.46209903 0.47660949] [ 0.36144484 0.51292673 0.54351815 0.81529446 0.42938354] [ 0.73751363 0.35217151 0.53822243 0.27963005 0.3436169 ] [ 0.61518632 0.38991933 0.52686336 0.45667658 0.54279101] [ 0.19538368 0.52318962 0.43889192 0.75951958 0.49227182] [ 0.28474852 0.6232476 0.44468658 0.57110325 0.502639 ] [ 0.47446148 0.41173775 0.42608065 0.64539991 0.34533349] [ 0.48966338 0.37750648 0.56810101 0.59458972 0.3523932 ] [ 0.58454078 0.59763801 0.48957419 0.51314038 0.33297054] [ 0.35490513 0.60877128 0.35746538 0.61145048 0.42439284] [ 0.51210424 0.58341596 0.32134232 0.4670089 0.32249396] [ 0.59479697 0.44428657 0.3708716 0.55903521 0.39132225] [ 0.12010885 0.57177854 0.406949 0.91608354 0.50620563] [ 0.7585787 0.41145334 0.53187987 0.29087607 0.4804774 ] [ 0.27081265 0.59654478 0.41621248 0.73042918 0.50857535] [ 0.31818296 0.59476464 0.58127091 0.79545638 0.48012663] [ 0.685228 0.40744623 0.5078942 0.39709904 0.48983068] [ 0.75476189 0.34067401 0.53836902 0.27101526 0.53068799] [ 0.1996642 0.54168785 0.5617052 0.81817948 0.57127235] [ 0.74319462 0.43912909 0.39216053 0.38824892 0.33497205] [ 0.3761872 0.68842518 0.49492476 0.69805765 0.53202735] [ 0.68331113 0.55138288 0.50589333 0.50576533 0.42864916] [ 0.55561062 0.56345093 0.55301813 0.72260925 0.45658731] [ 0.52087967 0.59507958 0.58045079 0.52161387 0.53165374] [ 0.51164857 0.63512314 0.385578 0.51297951 0.39759605] [ 0.08306585 0.5618048 0.39920114 0.93303311 0.50172022] [ 0.8819272 0.37424712 0.51781689 0.23105447 0.36370932] [ 0.83415997 0.23240114 0.58878613 0.23012192 0.41354024] [ 0.5865298 0.43746066 0.4194488 0.69990261 0.34654331] [ 0.82582473 0.32659305 0.5937988 0.19749803 0.48130435] [ 0.85112934 0.31766554 0.62813402 0.18602869 0.46027644] [ 0.87244363 0.41668891 0.46793642 0.15031782 0.25436793] [ 0.48175319 0.46524758 0.46669964 0.39220375 0.54404301] [ 0.59208877 0.38093132 0.60598068 0.47334871 0.5108438 ] [ 0.81026674 0.24576939 0.55464736 0.15530752 0.37981991] [ 0.8441445 0.29899449 0.52809521 0.18326164 0.35528487] [ 0.22572636 0.71380891 0.43066185 0.80124932 0.43835445] [ 0.85042064 0.39856221 0.51895394 0.25585046 0.37503814] [ 0.1606564 0.70039248 0.33822934 0.76221428 0.52509755] [ 0.30254791 0.6086516 0.40611421 0.82470849 0.60650632] [ 0.44605043 0.48799683 0.55965126 0.65214871 0.37358668] [ 0.14881878 0.47351761 0.3989743 0.86885272 0.56212434] [ 0.75982486 0.3848826 0.49351842 0.42264824 0.37807293] [ 0.55017202 0.46108958 0.59039543 0.38880343 0.48576464] [ 0.39291713 0.59900575 0.45590568 0.7111177 0.62481498] [ 0.81791314 0.33506498 0.60378013 0.28301565 0.41819617] [ 0.33107538 0.49844075 0.43496106 0.67658984 0.34018476] [ 0.51353984 0.4028173 0.55038563 0.45883208 0.60629237] [ 0.39238048 0.56413206 0.41160622 0.60297003 0.66189427] [ 0.79771876 0.4482536 0.51515729 0.24832745 0.35367808] [ 0.71803851 0.46646136 0.59298985 0.42011145 0.424137 ] [ 0.36586441 0.49582538 0.46926414 0.6426782 0.61854198] [ 0.45883444 0.47939913 0.46188949 0.76514717 0.28723449] [ 0.5473399 0.68459303 0.41735531 0.58747925 0.4512545 ] [ 0.69431956 0.38874018 0.58882623 0.3313692 0.51536307] [ 0.2596086 0.42092606 0.44751408 0.77204711 0.49776534] [ 0.78210562 0.47421363 0.33043967 0.32668594 0.26203846] [ 0.3164751 0.59025643 0.38167617 0.80690294 0.52002619] [ 0.51705125 0.47378606 0.45839331 0.62473788 0.3790362 ] [ 0.84407796 0.34903723 0.55518684 0.12565028 0.42431963] [ 0.23971927 0.67095933 0.45289531 0.7441781 0.3815369 ] [ 0.34247054 0.41393165 0.49176153 0.83228574 0.5033866 ] [ 0.5265007 0.58340538 0.61558827 0.50242975 0.51162713] [ 0.22601206 0.60914607 0.40603047 0.84233934 0.60418993] [ 0.16601768 0.56259477 0.35069709 0.82109343 0.44870301] [ 0.32314337 0.6329108 0.42732283 0.75137547 0.64809184] [ 0.74404004 0.40494127 0.46706771 0.33939837 0.38501764] [ 0.64848219 0.43703374 0.61155809 0.40830696 0.44209191] [ 0.87484026 0.36405326 0.47493834 0.25295955 0.38555717] [ 0.42869566 0.45330035 0.54420161 0.69287746 0.34908202] [ 0.59721669 0.6654966 0.37404356 0.73228382 0.53211415] [ 0.35743392 0.52340091 0.49421786 0.80535805 0.48396986] [ 0.46804311 0.6133062 0.50002483 0.4752802 0.49429933] [ 0.2526792 0.68996087 0.36517473 0.84321257 0.5027395 ] [ 0.62962877 0.47464482 0.38347192 0.48673108 0.36303623] [ 0.21834025 0.54305111 0.56270583 0.78073133 0.53726125] [ 0.60574602 0.52728423 0.54949747 0.50027583 0.4778342 ] [ 0.57220981 0.61165633 0.44902228 0.51120817 0.38643328] [ 0.34801369 0.55155581 0.44796347 0.69923517 0.65792065] [ 0.22081149 0.5290345 0.49184365 0.79778397 0.48530299] [ 0.69556657 0.51203144 0.53366998 0.55110638 0.48714075] [ 0.4487705 0.5126531 0.446634 0.43789365 0.2966043 ] [ 0.54959825 0.38206044 0.56105937 0.67472518 0.40158359] [ 0.11801619 0.63582782 0.427677 0.91244033 0.54144149] [ 0.72261399 0.49695794 0.44120268 0.46075297 0.35427068] [ 0.20003631 0.61957044 0.4556667 0.90642998 0.47441261] [ 0.72578287 0.40926499 0.54107049 0.28648923 0.48308536] [ 0.40364038 0.53454827 0.60082162 0.7545633 0.59399247] [ 0.73732179 0.4664767 0.35793979 0.36333059 0.45442545] [ 0.55865863 0.41941218 0.52772558 0.52729634 0.36147854] [ 0.56592523 0.54929212 0.39282184 0.38320005 0.35803241] [ 0.5507521 0.45441353 0.49469365 0.63992935 0.30224183] [ 0.28906425 0.45421055 0.38403466 0.70310185 0.56506665] [ 0.12699855 0.54408561 0.51784453 0.84691743 0.64095076] [ 0.22866235 0.55297072 0.38543059 0.77827716 0.58812376] [ 0.71380735 0.45125736 0.47088303 0.41523908 0.31555831] [ 0.44321747 0.41595634 0.55704745 0.71147172 0.44818128] [ 0.16566403 0.71141276 0.32644124 0.858751 0.61829672] [ 0.54974581 0.38376674 0.38820698 0.33124561 0.33191492] [ 0.67587019 0.42516085 0.55794299 0.52719378 0.45093886] [ 0.35377071 0.55845798 0.35522678 0.70142097 0.51955142] [ 0.41782663 0.67418373 0.3172152 0.63635184 0.43765451] [ 0.64989224 0.31207817 0.532212 0.41611861 0.50436999] [ 0.40343465 0.45161976 0.49239668 0.50696737 0.53605499] [ 0.49964686 0.55498431 0.41235789 0.47280116 0.4072488 ] [ 0.55288719 0.56474509 0.53140545 0.65189884 0.42004278] [ 0.68063923 0.43753382 0.57326287 0.41884224 0.48445994] [ 0.76459638 0.50095704 0.48646137 0.38981946 0.48275811] [ 0.45698182 0.56737389 0.54952751 0.58177544 0.49053121] [ 0.76737636 0.47727912 0.50892114 0.26700483 0.40659956] [ 0.61633438 0.55384007 0.47813883 0.47663095 0.37247706] [ 0.16109904 0.65307309 0.46836804 0.90297433 0.63253347] [ 0.67112784 0.50269413 0.38931287 0.24195398 0.37460472] [ 0.51806881 0.40409975 0.47856156 0.67933321 0.5329997 ] Progress: 26.3% ... Training loss: 0.611 ... Validation loss: 1.048[ 0.43262311 0.61776254 0.24754596 0.75871747 0.38133894] [ 0.17888183 0.55814146 0.44619399 0.86007039 0.49471174] [ 0.73126053 0.37212637 0.58397665 0.33831333 0.39487786] [ 0.71082073 0.32210263 0.62445114 0.27241848 0.399499 ] [ 0.46226526 0.53544152 0.5090479 0.64542024 0.58121485] [ 0.36076632 0.55312047 0.44900574 0.70401823 0.38522982] [ 0.23844924 0.64107183 0.3552984 0.7714255 0.45493784] [ 0.54335751 0.57223101 0.48195718 0.59043432 0.40642374] [ 0.50408255 0.52564029 0.49259338 0.41764458 0.51391267] [ 0.65206187 0.42949269 0.56122853 0.7099628 0.31697908] [ 0.32668586 0.66013579 0.50127422 0.68313918 0.63072847] [ 0.83865641 0.37975954 0.5251298 0.29309281 0.39517154] [ 0.6146308 0.41176278 0.40501592 0.4371109 0.31856971] [ 0.2435742 0.54193984 0.43468399 0.69412078 0.3732495 ] [ 0.51978061 0.30543206 0.58213395 0.53147749 0.54380733] [ 0.33418688 0.45304544 0.3778444 0.5485698 0.50555281] [ 0.51888196 0.46426335 0.51086814 0.71005927 0.50204809] [ 0.74393993 0.56048625 0.47953666 0.60270299 0.38514767] [ 0.72467013 0.43225991 0.42869844 0.36234924 0.49877966] [ 0.58625819 0.40429319 0.37930326 0.62584291 0.33394114] [ 0.54204694 0.55183107 0.56035082 0.52300905 0.51968767] [ 0.78432774 0.31094323 0.46619446 0.28975906 0.35161738] [ 0.73629839 0.40272569 0.62932244 0.22233238 0.40503132] [ 0.74704317 0.46220471 0.43303918 0.37138483 0.34163607] [ 0.70820631 0.45242383 0.5629897 0.4175271 0.45172973] [ 0.35943302 0.65642688 0.47691374 0.70799743 0.46063012] [ 0.61090538 0.56245518 0.48905995 0.48273483 0.48694477] [ 0.72004481 0.44519051 0.54712481 0.23731659 0.40553472] [ 0.27741113 0.6631742 0.52919277 0.74150884 0.45336763] [ 0.59797234 0.40376426 0.59494424 0.27931552 0.43289623] [ 0.83138777 0.30031015 0.64149216 0.21317609 0.45025455] [ 0.64414607 0.47198443 0.46487899 0.53800984 0.46399382] [ 0.2400856 0.66159569 0.36733459 0.68607343 0.40640018] [ 0.48386488 0.54782348 0.49475276 0.75781877 0.35734318] [ 0.66361263 0.62015749 0.49422043 0.50985112 0.4516451 ] [ 0.80646418 0.31720792 0.58828364 0.29197025 0.34725445] [ 0.26435852 0.44955292 0.52422945 0.71959563 0.59031486] [ 0.31011661 0.55397654 0.48804957 0.75164071 0.3331534 ] [ 0.74504043 0.30747657 0.58139275 0.48075004 0.4274164 ] [ 0.46274119 0.51105451 0.54334176 0.56756146 0.56816165] [ 0.92193731 0.28004394 0.56381565 0.07747071 0.26816556] [ 0.60134657 0.52298536 0.36158707 0.50217303 0.38237561] [ 0.21553191 0.60133344 0.42647041 0.84997501 0.36828852] [ 0.29588178 0.47997967 0.4290321 0.66204422 0.45780021] [ 0.48822631 0.60898756 0.50330766 0.55559521 0.59585651] [ 0.57348823 0.67652665 0.35680698 0.71070632 0.35858871] [ 0.30889466 0.56144773 0.41270148 0.55910259 0.59045313] [ 0.89220572 0.39022819 0.53425201 0.27192136 0.34230701] [ 0.74848076 0.39727506 0.51474875 0.26664263 0.45143732] [ 0.27022352 0.62310704 0.52302225 0.69101214 0.59399375] [ 0.41524329 0.48288444 0.44727318 0.65982298 0.30860004] [ 0.53522564 0.47913905 0.4435199 0.36027059 0.41710533] [ 0.67185188 0.33824189 0.54841625 0.20519399 0.38497745] [ 0.42802145 0.54201596 0.50406356 0.52680647 0.42490483] [ 0.41428931 0.58380588 0.40879914 0.62589602 0.43005809] [ 0.84307918 0.33160876 0.59226132 0.21368358 0.37942899] [ 0.39180533 0.49145802 0.52143432 0.71100285 0.45578731] [ 0.59537735 0.43012479 0.46463128 0.62641133 0.44195809] [ 0.18617503 0.52917928 0.52801988 0.75835989 0.49425312] [ 0.4612883 0.53207224 0.58851354 0.60002374 0.49591309] [ 0.39029016 0.57293612 0.43875576 0.63968676 0.37774747] [ 0.20956065 0.72282461 0.43805008 0.84412024 0.50761282] [ 0.77154952 0.47608985 0.5895224 0.29431629 0.3523742 ] [ 0.61174113 0.47277684 0.3417602 0.42770447 0.44561645] [ 0.65249133 0.39804949 0.46212146 0.47593202 0.40998154] [ 0.34739372 0.46468724 0.45949988 0.5429774 0.48308483] [ 0.45445726 0.6177109 0.56214021 0.56598827 0.53602901] [ 0.20342293 0.67772738 0.36231208 0.85627108 0.53595107] [ 0.83415801 0.23241138 0.5887889 0.23014812 0.41351742] [ 0.53080658 0.53980879 0.57866201 0.51994757 0.54709359] [ 0.16424596 0.47838794 0.4166828 0.84093079 0.55235565] [ 0.72684029 0.43922635 0.61766991 0.28852442 0.38241299] [ 0.80434183 0.34136783 0.57915074 0.23388883 0.35761889] [ 0.14871277 0.56401915 0.4028601 0.78884806 0.40637529] [ 0.1767151 0.71910955 0.3829812 0.81467126 0.56955899] [ 0.78504798 0.47702419 0.51785777 0.27364135 0.4359422 ] [ 0.84379405 0.3993455 0.5628303 0.17111651 0.31915044] [ 0.37175619 0.6126871 0.47006663 0.6909192 0.62650442] [ 0.18589603 0.49932197 0.41783346 0.79880736 0.63366369] [ 0.43016652 0.46344263 0.53617638 0.74228988 0.39146841] [ 0.68906495 0.65389683 0.34329389 0.58205621 0.44226821] [ 0.72798474 0.37096494 0.66823552 0.34534372 0.44582197] [ 0.25776631 0.49371919 0.44637701 0.631212 0.61940214] [ 0.30716172 0.48060173 0.31677638 0.74438681 0.40270575] [ 0.54557248 0.47850719 0.43851832 0.43971334 0.29335042] [ 0.67105044 0.43080224 0.44138453 0.34723637 0.44899975] [ 0.65669286 0.53355532 0.44598389 0.30587207 0.43749257] [ 0.71016558 0.36399151 0.51482526 0.25561377 0.27327867] [ 0.65669286 0.53355532 0.44598389 0.30587207 0.43749257] [ 0.29109587 0.54291887 0.29948804 0.8574214 0.55695542] [ 0.4389021 0.5614237 0.61581033 0.57878164 0.53499735] [ 0.67448253 0.58610069 0.64363822 0.43515668 0.44169679] [ 0.61943789 0.49845179 0.5771327 0.51769382 0.46680799] [ 0.38045235 0.50720821 0.54438525 0.55279506 0.41962671] [ 0.30475303 0.73555785 0.32863452 0.73232401 0.44653184] [ 0.67406484 0.42787737 0.44816772 0.66765966 0.39477062] [ 0.71256863 0.51865868 0.58005833 0.55424812 0.41138321] [ 0.40342205 0.51623253 0.48782083 0.73243867 0.53948419] [ 0.6509545 0.37766255 0.61907677 0.57705887 0.43618941] [ 0.72219345 0.37989744 0.54947208 0.34476544 0.41499361] [ 0.85873872 0.32760555 0.48521239 0.10779227 0.25838941] [ 0.48624099 0.39494197 0.56986617 0.63642555 0.37322872] [ 0.47694994 0.40473021 0.48324409 0.51809947 0.40989883] [ 0.42913257 0.44925786 0.49739723 0.70480326 0.55029922] [ 0.55049494 0.52573835 0.52421061 0.42383664 0.50421104] [ 0.29684257 0.51435133 0.63165919 0.75604595 0.44339849] [ 0.58477356 0.54513687 0.44207265 0.57599333 0.42290232] [ 0.4220717 0.45766568 0.58753514 0.68768858 0.52104121] [ 0.50865597 0.51933975 0.39674261 0.76790761 0.28490438] [ 0.88849021 0.4008047 0.50105726 0.16725564 0.25874551] [ 0.43743849 0.53878047 0.38319214 0.67680144 0.3906772 ] [ 0.44915843 0.53562821 0.49910019 0.58616245 0.41981891] [ 0.44536227 0.45067744 0.51077315 0.52370025 0.46955058] [ 0.31176157 0.47288849 0.6083649 0.77116287 0.46232137] [ 0.14191251 0.68732181 0.39252049 0.66224513 0.57020592] [ 0.23755274 0.62623226 0.41907635 0.84414272 0.43362903] [ 0.35794313 0.53615339 0.40170244 0.72436604 0.38231826] [ 0.53690244 0.40830178 0.46461206 0.67347978 0.45838373] [ 0.34549314 0.55052348 0.51233371 0.88599444 0.53533872] [ 0.29801984 0.54760249 0.56298049 0.73324619 0.51688496] [ 0.86191424 0.38576722 0.55643893 0.13666607 0.33384011] [ 0.25160866 0.41418329 0.51101812 0.73095738 0.59385053] [ 0.57154572 0.40843645 0.57519585 0.67537708 0.43219858] [ 0.87134774 0.37792131 0.53207936 0.17072446 0.4146144 ] [ 0.37175619 0.6126871 0.47006663 0.6909192 0.62650442] [ 0.55775071 0.59156906 0.39132638 0.54028898 0.42528424] [ 0.15629004 0.52985348 0.53313715 0.80149039 0.46779316] [ 0.11980236 0.56509472 0.42898484 0.81152872 0.5556263 ] Progress: 26.4% ... Training loss: 0.611 ... Validation loss: 1.046[ 0.21964476 0.55927585 0.43893268 0.70967382 0.55693856] [ 0.42686082 0.60612164 0.48636133 0.58351523 0.48636808] [ 0.80944322 0.34690056 0.5064271 0.14982196 0.25674328] [ 0.2512645 0.62369954 0.34832647 0.76187301 0.55192546] [ 0.32330315 0.40386195 0.54589964 0.69666098 0.41725499] [ 0.14816801 0.5478691 0.45520472 0.8002949 0.55606494] [ 0.32750156 0.58945021 0.46686782 0.78730585 0.39740357] [ 0.58688391 0.46274629 0.64283791 0.57096771 0.43554042] [ 0.85432439 0.34210712 0.6187638 0.21147355 0.4625847 ] [ 0.71760035 0.38988358 0.49646152 0.24541971 0.48811627] [ 0.4189033 0.36852277 0.54136693 0.65783294 0.41095238] [ 0.7543816 0.34085892 0.53828953 0.27126599 0.53075546] [ 0.32420095 0.60249244 0.3259365 0.59859237 0.51162976] [ 0.21714887 0.63314615 0.33020476 0.78565648 0.41396953] [ 0.6603241 0.59214696 0.37748316 0.55770986 0.25709015] [ 0.80209479 0.4451549 0.56350357 0.18289682 0.35579713] [ 0.41240285 0.41770488 0.49752372 0.70612667 0.38419134] [ 0.12030057 0.55026353 0.45189764 0.72257498 0.66230112] [ 0.66859992 0.46028193 0.62313105 0.33784651 0.33339742] [ 0.43266883 0.61779507 0.24754254 0.75869518 0.38136058] [ 0.55718117 0.44167817 0.5252201 0.64624557 0.29114284] [ 0.52818234 0.47585578 0.40580608 0.40773651 0.41965859] [ 0.55177783 0.46368972 0.45393486 0.46317012 0.47726032] [ 0.17380791 0.66080207 0.43546522 0.85311071 0.58947026] [ 0.4934564 0.48638821 0.50397088 0.43372868 0.49672935] [ 0.6709023 0.39350219 0.44535665 0.44077663 0.36443658] [ 0.2019044 0.53201463 0.45771146 0.76761742 0.4372295 ] [ 0.63332818 0.56954155 0.48459749 0.55982282 0.46406606] [ 0.36836092 0.58348041 0.49556384 0.80623432 0.57847673] [ 0.59011084 0.49689286 0.66008558 0.60837862 0.41134097] [ 0.79009621 0.37284213 0.68294534 0.31756151 0.42988677] [ 0.58448282 0.44112269 0.64675649 0.3926902 0.51046765] [ 0.42310129 0.60809969 0.45670528 0.72520893 0.44268372] [ 0.36262688 0.57236224 0.57497171 0.57986061 0.53413732] [ 0.39821033 0.54165254 0.48316736 0.72590094 0.56225454] [ 0.689435 0.60270259 0.48516144 0.56011685 0.31696527] [ 0.60811944 0.47713602 0.41015668 0.28355147 0.39997738] [ 0.56085371 0.30720446 0.46485008 0.5279486 0.37839712] [ 0.64064419 0.50304144 0.40775795 0.31668986 0.37940348] [ 0.31481568 0.6178431 0.5317858 0.5984761 0.53740868] [ 0.64274042 0.45486952 0.53481836 0.50940881 0.47533736] [ 0.68450269 0.49536333 0.56035363 0.29647165 0.56582009] [ 0.70619986 0.3891618 0.51335695 0.396499 0.46538156] [ 0.82490918 0.48953146 0.50490922 0.35539967 0.37618547] [ 0.77769476 0.43590971 0.54235349 0.40828068 0.43574627] [ 0.76615772 0.48635874 0.48276471 0.32527448 0.34249071] [ 0.60530302 0.51954207 0.40770411 0.37884887 0.48040597] [ 0.35278256 0.51367192 0.41437092 0.63146707 0.4723035 ] [ 0.49725178 0.58336718 0.43793299 0.51034693 0.37394387] [ 0.55503545 0.55997979 0.47780127 0.51288913 0.33064122] [ 0.83121812 0.33112465 0.51364663 0.22365223 0.31505945] [ 0.63365567 0.47420318 0.33993109 0.39624535 0.34769519] [ 0.59106538 0.54504987 0.50529566 0.53582821 0.53730678] [ 0.67044021 0.45102874 0.41418289 0.23897862 0.36590476] [ 0.82152007 0.43050687 0.34700843 0.39244155 0.35435587] [ 0.40681487 0.57971221 0.3875549 0.86517638 0.42491592] [ 0.79371677 0.4595864 0.5428656 0.34491698 0.41205398] [ 0.76510185 0.52242442 0.56118887 0.32861751 0.47613042] [ 0.3364155 0.49740954 0.56703045 0.71110473 0.45380242] [ 0.44577352 0.45822751 0.52419242 0.7355075 0.381966 ] [ 0.51825261 0.36639405 0.5555946 0.59730134 0.37370762] [ 0.1405663 0.64297931 0.35621147 0.85347013 0.52264302] [ 0.69281763 0.50998354 0.50542314 0.27759972 0.35456658] [ 0.80639362 0.33968426 0.58831188 0.22218265 0.43116732] [ 0.55186217 0.41453671 0.35459233 0.46390943 0.42668422] [ 0.42172184 0.73458858 0.37139486 0.61241242 0.48915547] [ 0.66941202 0.4216821 0.46902065 0.3840368 0.36784757] [ 0.72730716 0.43727011 0.49244829 0.3861634 0.3120491 ] [ 0.58249182 0.43919706 0.53161322 0.62163285 0.46631669] [ 0.13656374 0.69158722 0.29334064 0.90475522 0.47227766] [ 0.30893047 0.41232536 0.43391861 0.77035968 0.4238935 ] [ 0.31216399 0.71539306 0.44356596 0.78110563 0.62065863] [ 0.29026717 0.49518103 0.47784549 0.53516028 0.59739981] [ 0.55158999 0.43949403 0.57767732 0.31940136 0.61396306] [ 0.71226297 0.43072053 0.53130183 0.46939233 0.34306651] [ 0.54566652 0.69781195 0.3031611 0.54268195 0.35950149] [ 0.68749634 0.33143583 0.3410689 0.32489665 0.41453525] [ 0.40520026 0.45690861 0.4661946 0.79571548 0.44228945] [ 0.62413606 0.47378621 0.55911979 0.49316339 0.42199541] [ 0.33937517 0.5679425 0.46072132 0.68446734 0.52477115] [ 0.2207998 0.6617495 0.47051873 0.79365262 0.56031084] [ 0.5659423 0.45875946 0.57679979 0.56425334 0.43800918] [ 0.19411344 0.66158986 0.46088073 0.82491021 0.49064531] [ 0.35866103 0.66348718 0.37484767 0.75635389 0.47013614] [ 0.27123435 0.65641556 0.3269471 0.75390595 0.44321716] [ 0.63935517 0.44660903 0.43102725 0.37556112 0.52054741] [ 0.52026546 0.55326573 0.5871641 0.59629073 0.49889156] [ 0.66535389 0.49911045 0.4608718 0.47038563 0.43495787] [ 0.49511075 0.31756308 0.55547547 0.52753999 0.4485621 ] [ 0.49558853 0.60905077 0.3552751 0.72125182 0.42938497] [ 0.287738 0.50941557 0.43082855 0.65522499 0.54676659] [ 0.66803908 0.41443505 0.34206134 0.49743292 0.32708692] [ 0.68117213 0.44850084 0.38476394 0.46084022 0.3985479 ] [ 0.12706557 0.63995389 0.44623149 0.90219823 0.57981827] [ 0.33562737 0.55403288 0.51421155 0.82271182 0.49505905] [ 0.59607839 0.41556039 0.52718028 0.48432286 0.44983989] [ 0.17948158 0.63028479 0.32748776 0.88686906 0.41934933] [ 0.6212323 0.49939554 0.54762961 0.46683115 0.41900458] [ 0.20388092 0.66569103 0.3381408 0.86814579 0.57355187] [ 0.45175684 0.5479162 0.46794248 0.634928 0.57400686] [ 0.63360188 0.38307624 0.48107896 0.34673507 0.44874918] [ 0.73978069 0.46927019 0.58591177 0.42867349 0.42315949] [ 0.25243319 0.46220595 0.6290001 0.71354871 0.61718574] [ 0.81132925 0.34429831 0.52968349 0.30391035 0.32410988] [ 0.21135763 0.65614291 0.38163604 0.80133106 0.50269007] [ 0.86557926 0.36272277 0.61303496 0.12667239 0.38467971] [ 0.36343144 0.45947413 0.62544961 0.66572981 0.51560543] [ 0.76010213 0.44151835 0.52747041 0.40215672 0.45202222] [ 0.38603946 0.56264875 0.40063672 0.75494068 0.56645498] [ 0.24158216 0.72221181 0.23984155 0.75331725 0.47604506] [ 0.87873263 0.32147329 0.66672956 0.22702555 0.41798023] [ 0.50440911 0.50312686 0.50615349 0.63852813 0.46639029] [ 0.76667762 0.42372096 0.50503128 0.30655198 0.46114584] [ 0.51718676 0.53967246 0.47994769 0.37308238 0.50003562] [ 0.54900798 0.46924711 0.4840502 0.66405322 0.28582594] [ 0.16014998 0.69032728 0.40311712 0.77838856 0.526277 ] [ 0.65163804 0.51174746 0.44711214 0.53324862 0.4447855 ] [ 0.79796237 0.38664659 0.41285489 0.2013804 0.26323662] [ 0.1642593 0.5475343 0.46167536 0.69109464 0.48612319] [ 0.34947662 0.48977468 0.602419 0.57506633 0.67314399] [ 0.48627367 0.48223665 0.57096326 0.71514221 0.47009464] [ 0.85606598 0.39510785 0.41588546 0.13847666 0.25665742] [ 0.39961077 0.52738858 0.52845321 0.84459095 0.53022225] [ 0.26296691 0.52730887 0.42827466 0.73215047 0.43688777] [ 0.77376976 0.38257837 0.55327879 0.36005425 0.47769146] [ 0.23191965 0.61476674 0.43486776 0.85547501 0.47493109] [ 0.22124588 0.61431682 0.32807763 0.76239775 0.50932639] [ 0.16607732 0.67653981 0.47059983 0.74197884 0.50122454] Progress: 26.4% ... Training loss: 0.610 ... Validation loss: 1.047[ 0.47838658 0.47992999 0.47476173 0.63430006 0.37678894] [ 0.63344041 0.5315824 0.49696118 0.60516265 0.45780494] [ 0.69578706 0.47975446 0.52687877 0.40764751 0.28950362] [ 0.68287648 0.40028374 0.54673154 0.46690373 0.43352353] [ 0.82213856 0.43435914 0.50754418 0.17899332 0.45661987] [ 0.66356047 0.5567458 0.38066343 0.53368422 0.33944692] [ 0.80256975 0.38463409 0.57645099 0.29488374 0.35984001] [ 0.18286611 0.63785497 0.50867879 0.82743852 0.57329829] [ 0.50210066 0.43879339 0.51542506 0.75983347 0.50912463] [ 0.51952862 0.49827191 0.36292179 0.57329723 0.46058912] [ 0.70665849 0.3797839 0.41334715 0.33661269 0.36564892] [ 0.62384155 0.43208513 0.62386504 0.34569721 0.52718844] [ 0.59102535 0.57947995 0.53770389 0.54055063 0.46264311] [ 0.85446718 0.34203739 0.61879359 0.21136527 0.46254691] [ 0.5028682 0.46232027 0.43282966 0.48949316 0.33692514] [ 0.84870667 0.50533904 0.49438583 0.33567103 0.37463133] [ 0.31797209 0.62321507 0.21681167 0.7612738 0.46252812] [ 0.82128721 0.44745229 0.40067568 0.22105914 0.24041375] [ 0.12979551 0.64887089 0.34552104 0.91412216 0.47097177] [ 0.67838234 0.48433516 0.58626057 0.36021403 0.38875931] [ 0.46080597 0.43455443 0.37653193 0.54670536 0.44371343] [ 0.70573856 0.49796219 0.46631867 0.35012858 0.5358529 ] [ 0.64565764 0.54014198 0.42620553 0.78446019 0.4411405 ] [ 0.25612083 0.65741781 0.54731794 0.75490887 0.48487433] [ 0.11882412 0.61855872 0.40337686 0.90938403 0.43562311] [ 0.78291298 0.46281392 0.48862992 0.20849611 0.419088 ] [ 0.37686651 0.42490531 0.47605903 0.74336971 0.40553528] [ 0.86308059 0.3566128 0.54126907 0.09221972 0.42827515] [ 0.52438804 0.4655296 0.49567124 0.58829739 0.35402459] [ 0.6599752 0.55965125 0.48266019 0.52979379 0.5192469 ] [ 0.52842762 0.47578426 0.40583764 0.40755695 0.41962905] [ 0.41599429 0.52359413 0.43965436 0.8246018 0.37922908] [ 0.70497098 0.57181451 0.37818339 0.60029368 0.38637683] [ 0.21234914 0.56997421 0.538974 0.77260488 0.53028925] [ 0.27991631 0.6409881 0.56126805 0.71622377 0.50564254] [ 0.17387006 0.66075026 0.43548984 0.85306112 0.58945068] [ 0.15112329 0.57110206 0.39702913 0.79764671 0.51648211] [ 0.27501603 0.58109788 0.46171349 0.81664095 0.45312873] [ 0.76677734 0.44320495 0.6149841 0.3192127 0.45664595] [ 0.75376334 0.5994725 0.32529021 0.62509537 0.39408541] [ 0.44258129 0.44176327 0.52093175 0.67963343 0.33589041] [ 0.18310754 0.58644242 0.49630362 0.86548258 0.50415305] [ 0.14905165 0.62459428 0.43613407 0.91461301 0.58136672] [ 0.79279912 0.44721414 0.58254692 0.3872728 0.34169804] [ 0.66273067 0.43040883 0.45216284 0.39667368 0.36934132] [ 0.51244243 0.37771895 0.48464924 0.67563706 0.3919854 ] [ 0.51422489 0.47263702 0.57158376 0.6423681 0.43091435] [ 0.49966983 0.54433093 0.42115824 0.41505277 0.45227658] [ 0.31133032 0.52133203 0.46555689 0.79306303 0.38578312] [ 0.42240039 0.50222272 0.62446177 0.59613445 0.61023066] [ 0.26661417 0.61432982 0.37785006 0.75214593 0.58848587] [ 0.39416259 0.51936561 0.40686974 0.81562466 0.33533443] [ 0.29522389 0.58656982 0.50514778 0.6889533 0.54717185] [ 0.15340632 0.48153168 0.37729902 0.8160603 0.53407793] [ 0.75616543 0.5134733 0.45759606 0.21651638 0.33496526] [ 0.21852599 0.61309296 0.31129652 0.80951335 0.49244359] [ 0.54076034 0.42120543 0.54568608 0.47645307 0.41652485] [ 0.65675948 0.46223188 0.50053143 0.15823811 0.52422014] [ 0.16400648 0.63033379 0.37500031 0.81119424 0.44460121] [ 0.52128267 0.43919352 0.67227579 0.68776568 0.44496872] [ 0.81970219 0.39885605 0.58493344 0.19478131 0.38135411] [ 0.67057051 0.45105409 0.41417876 0.23891273 0.36590002] [ 0.78968573 0.4145838 0.44961289 0.27203297 0.34118194] [ 0.41657306 0.50313487 0.48163314 0.71466901 0.3755548 ] [ 0.38653781 0.48275783 0.62327331 0.81269742 0.51483951] [ 0.61093046 0.36073576 0.50971785 0.70688991 0.45170132] [ 0.66081087 0.44496152 0.4644512 0.4133892 0.3998852 ] [ 0.84264223 0.42743811 0.4704847 0.22508863 0.40263035] [ 0.62866924 0.49460906 0.47232326 0.50902007 0.45564323] [ 0.21773128 0.66335955 0.40232945 0.61865563 0.58942366] [ 0.35375139 0.56792811 0.45432295 0.62337816 0.44417497] [ 0.29002775 0.54460187 0.44500096 0.77239133 0.30986567] [ 0.3343741 0.54405465 0.46179873 0.83933937 0.38597915] [ 0.56467379 0.54371521 0.43374688 0.46535356 0.33752671] [ 0.47798715 0.48422446 0.57278597 0.38723668 0.62250067] [ 0.67159951 0.40372348 0.65267669 0.31924742 0.53470306] [ 0.6053278 0.38238 0.5104487 0.42015947 0.40555394] [ 0.6317565 0.55787096 0.468651 0.43293309 0.29882279] [ 0.7099068 0.41801018 0.44412288 0.40000267 0.47455698] [ 0.69879723 0.46872098 0.47137804 0.37345323 0.41802318] [ 0.50566587 0.47176523 0.58373118 0.37549631 0.50898337] [ 0.62528801 0.34883695 0.61541131 0.47464464 0.44285477] [ 0.16580662 0.57651556 0.50589065 0.88031581 0.66547281] [ 0.64649349 0.61180748 0.30373326 0.48432974 0.31859629] [ 0.20347111 0.48546301 0.41893935 0.83309718 0.47303776] [ 0.2653045 0.53395291 0.4252744 0.8549575 0.37421353] [ 0.79332202 0.36519983 0.51243145 0.219347 0.33075761] [ 0.84162506 0.38996246 0.44015817 0.21062577 0.30934181] [ 0.60314618 0.53259196 0.38040483 0.65789495 0.43683841] [ 0.51099687 0.5434985 0.61425508 0.51413276 0.49875406] [ 0.11265476 0.66087794 0.4230434 0.8909858 0.52194885] [ 0.39189326 0.58836683 0.47096595 0.52933189 0.56799769] [ 0.45572016 0.63810838 0.49862131 0.61474189 0.36049086] [ 0.49400397 0.50662235 0.270007 0.73676641 0.37633062] [ 0.56492325 0.53571138 0.45489426 0.49352494 0.35593572] [ 0.66536742 0.57455818 0.50110552 0.52716989 0.33552844] [ 0.88292862 0.36154327 0.68739226 0.20190831 0.36825594] [ 0.9052031 0.51150952 0.55686234 0.27346423 0.34638011] [ 0.74393122 0.35286187 0.5487121 0.30245622 0.45870054] [ 0.57028765 0.37585238 0.54305576 0.34893009 0.52913795] [ 0.11521646 0.48248569 0.4059047 0.89852676 0.57918506] [ 0.76956084 0.4949255 0.41909374 0.36767717 0.39878224] [ 0.32606027 0.62615829 0.39939077 0.60760605 0.44054526] [ 0.68686265 0.34110859 0.49369596 0.26147896 0.3371267 ] [ 0.40756453 0.51234069 0.56814072 0.83915909 0.52762337] [ 0.64957606 0.52540999 0.48628163 0.25205101 0.45997983] [ 0.26285936 0.44795493 0.52654363 0.73659465 0.45839544] [ 0.32520464 0.51960107 0.4311397 0.63369168 0.58727823] [ 0.70444545 0.43381245 0.51602683 0.35959512 0.35916862] [ 0.73195941 0.38550919 0.55973558 0.23523175 0.35882973] [ 0.32967346 0.49242455 0.59296603 0.41023214 0.70199371] [ 0.59685676 0.59294059 0.53251689 0.31994768 0.58707836] [ 0.34512861 0.43668548 0.61429406 0.70865193 0.567126 ] [ 0.27768166 0.58134846 0.54695265 0.77292281 0.54476027] [ 0.54606229 0.4180163 0.50036695 0.62538344 0.48553876] [ 0.53881783 0.42440348 0.58503022 0.57980782 0.47595098] [ 0.53481751 0.39270139 0.56260488 0.64743134 0.45194745] [ 0.49082048 0.6952369 0.37336223 0.68978423 0.43440919] [ 0.73345992 0.53034553 0.43118651 0.22679604 0.33273526] [ 0.75447907 0.35381563 0.58101644 0.25430312 0.41217974] [ 0.58259919 0.42364806 0.49457837 0.54524442 0.36195109] [ 0.56661125 0.46538519 0.4798086 0.37295351 0.41929024] [ 0.8095718 0.41417508 0.57937353 0.18847534 0.45428914] [ 0.53580435 0.54528673 0.52262103 0.48952385 0.48560835] [ 0.14518473 0.5759206 0.36104108 0.89483937 0.61821533] [ 0.60729008 0.3957458 0.41441189 0.59640983 0.4109274 ] [ 0.17611503 0.57005723 0.51148252 0.81655508 0.60636245] [ 0.56931678 0.52608461 0.46474983 0.50744795 0.53550415] Progress: 26.4% ... Training loss: 0.610 ... Validation loss: 1.052[ 0.77876716 0.4962899 0.40849786 0.53459728 0.43168304] [ 0.48538909 0.51775425 0.4672747 0.59841261 0.5050832 ] [ 0.69083587 0.3690887 0.54815117 0.37350151 0.50000006] [ 0.73965274 0.39919461 0.6272052 0.29056198 0.45275598] [ 0.6597973 0.65198066 0.51776535 0.49234443 0.40262538] [ 0.74898708 0.39256032 0.57694973 0.25649116 0.40252525] [ 0.5216194 0.47956704 0.48177892 0.33395679 0.40427009] [ 0.85328298 0.39904947 0.43495265 0.19899163 0.35232734] [ 0.45036764 0.64406812 0.37366325 0.74412955 0.57074496] [ 0.62133314 0.428006 0.50756211 0.44904017 0.49689295] [ 0.81317835 0.3524781 0.402885 0.22568427 0.30645664] [ 0.71186821 0.56133529 0.52976771 0.43460433 0.42012813] [ 0.71991224 0.50123117 0.53983925 0.38427301 0.41918342] [ 0.75205884 0.40346797 0.47810887 0.26790408 0.44263416] [ 0.73046637 0.41773412 0.47888664 0.32690397 0.45009713] [ 0.39870019 0.46393933 0.56035418 0.72057926 0.47160005] [ 0.81477856 0.38901557 0.43526292 0.17622546 0.3799365 ] [ 0.75427364 0.51494034 0.33257435 0.26916752 0.29365608] [ 0.64257928 0.35325812 0.51083254 0.26109467 0.46416213] [ 0.58445631 0.41300196 0.55349384 0.47382204 0.42484135] [ 0.34476906 0.54997423 0.41484058 0.7748675 0.56846434] [ 0.52725004 0.54886717 0.30286193 0.53203583 0.40234061] [ 0.4775251 0.4977116 0.4443942 0.59932659 0.60156956] [ 0.42668936 0.59494825 0.53725846 0.50770712 0.67227232] [ 0.70506572 0.4269333 0.41581092 0.4002294 0.46120027] [ 0.65647618 0.55285603 0.59869626 0.51960282 0.4259129 ] [ 0.63667114 0.40940577 0.61534013 0.51200241 0.4274783 ] [ 0.17683123 0.53006871 0.50469749 0.78736552 0.45422372] [ 0.29541752 0.44794543 0.5175866 0.72975629 0.57273139] [ 0.66066504 0.55113471 0.35264063 0.4057262 0.44321668] [ 0.60090679 0.43177789 0.53726399 0.55989011 0.42081287] [ 0.59651593 0.55493201 0.35686353 0.65307057 0.53954568] [ 0.53674619 0.45516531 0.46029308 0.68828457 0.36260164] [ 0.79502836 0.37086998 0.6371284 0.19773622 0.38528105] [ 0.62609447 0.42258027 0.54311336 0.37018895 0.29454104] [ 0.31526797 0.53615462 0.29223079 0.7605808 0.5063304 ] [ 0.59772806 0.39168461 0.66812227 0.62324335 0.42725042] [ 0.35038048 0.54826394 0.50486973 0.54093086 0.48627279] [ 0.6584562 0.41419281 0.57878932 0.49777896 0.44740099] [ 0.7657739 0.32100398 0.57710816 0.20526512 0.51185671] [ 0.26082643 0.56545318 0.44581437 0.79603925 0.51920348] [ 0.61670589 0.50717148 0.55957416 0.40442368 0.39502013] [ 0.4727533 0.49940861 0.55203619 0.73820292 0.3602979 ] [ 0.37889959 0.57333295 0.36064891 0.57486413 0.53775508] [ 0.32840146 0.74035873 0.33026751 0.82977187 0.46720531] [ 0.43190009 0.54690233 0.42232449 0.55831139 0.43986075] [ 0.82869725 0.29887321 0.54451959 0.16547473 0.44234419] [ 0.50606324 0.41367443 0.59092389 0.66613579 0.48453691] [ 0.35148288 0.55865012 0.53731072 0.41754957 0.69718634] [ 0.61617484 0.6456375 0.37916365 0.58543802 0.38142387] [ 0.28553613 0.66447376 0.43948181 0.83776438 0.59993262] [ 0.33478906 0.45013116 0.45608579 0.73445161 0.68847532] [ 0.54362105 0.44459751 0.54592134 0.37164201 0.54698551] [ 0.78057625 0.44364857 0.51100551 0.32689905 0.4993997 ] [ 0.63994357 0.50986404 0.43206341 0.51206468 0.38769374] [ 0.84652526 0.4430461 0.57815214 0.32550425 0.40906078] [ 0.32396117 0.70187082 0.47293028 0.80278122 0.58703754] [ 0.15353187 0.52610758 0.38639451 0.86426207 0.48166546] [ 0.25224396 0.70221861 0.43733633 0.7647941 0.39759327] [ 0.26226612 0.51343528 0.42469264 0.7397482 0.44016243] [ 0.4740917 0.44052715 0.59452826 0.61265634 0.34759689] [ 0.59438503 0.58111222 0.4697195 0.43851389 0.44766903] [ 0.71709502 0.50306859 0.55017435 0.38817827 0.46502699] [ 0.5853678 0.45957363 0.50840377 0.75133066 0.43576471] [ 0.57167998 0.50725967 0.41052591 0.32585664 0.42700605] [ 0.45527565 0.53705293 0.36743571 0.7568736 0.28294845] [ 0.42048776 0.5855112 0.40876333 0.7379993 0.56815928] [ 0.71656338 0.49373672 0.55254025 0.21568539 0.45616992] [ 0.68138045 0.46375268 0.57435296 0.34082619 0.4940212 ] [ 0.88023298 0.33824869 0.62394026 0.13351028 0.38012289] [ 0.37425543 0.67134237 0.54790778 0.62409612 0.58480809] [ 0.20585925 0.56818291 0.39831585 0.69101563 0.57612426] [ 0.73786619 0.38482837 0.46338712 0.24142334 0.44739173] [ 0.32475362 0.3810441 0.50707229 0.69983707 0.47111386] [ 0.8524587 0.35025059 0.63959659 0.32971826 0.37941511] [ 0.84229369 0.35430384 0.44413393 0.31181923 0.40852459] [ 0.75124523 0.36093433 0.56505321 0.42667731 0.44957707] [ 0.812707 0.41026164 0.52326663 0.31365173 0.35149364] [ 0.36879339 0.58774451 0.34228562 0.68096894 0.54979974] [ 0.48567655 0.53466611 0.24899115 0.60594096 0.41686968] [ 0.39574378 0.41272118 0.45813704 0.74073242 0.36642919] [ 0.35954608 0.48282826 0.34909321 0.76117166 0.37981338] [ 0.20669564 0.51600901 0.5597561 0.83818127 0.57400404] [ 0.87492058 0.36395281 0.47499204 0.25283092 0.38548332] [ 0.56321471 0.48780211 0.43907508 0.68293363 0.31287311] [ 0.66682737 0.46795503 0.55780802 0.37172033 0.51059865] [ 0.46243139 0.51519281 0.49009319 0.69184355 0.40864046] [ 0.28494569 0.53503274 0.50646231 0.53614641 0.52092869] [ 0.88528874 0.39262109 0.29295682 0.24947365 0.29068176] [ 0.54247737 0.62245555 0.56582597 0.5332297 0.46850122] [ 0.90980887 0.32394527 0.55681752 0.12401265 0.29139342] [ 0.77390303 0.50155382 0.55236228 0.24194656 0.39366752] [ 0.42892742 0.49753107 0.47450931 0.46004152 0.42968538] [ 0.79894746 0.38559087 0.45225534 0.13770037 0.37927138] [ 0.41477713 0.53138836 0.48710617 0.57544728 0.40506666] [ 0.19013494 0.6316062 0.45408444 0.63948561 0.47030996] [ 0.11589988 0.5485224 0.55871117 0.88254501 0.65572955] [ 0.74468376 0.42870873 0.40379014 0.50755637 0.44796599] [ 0.29946813 0.54707909 0.56319867 0.7325245 0.51670262] [ 0.50005232 0.44706986 0.39909265 0.48050663 0.49490789] [ 0.30677401 0.6805618 0.38082385 0.8117022 0.4630376 ] [ 0.57291772 0.53460764 0.45957913 0.54542974 0.37247884] [ 0.66081369 0.542983 0.3775738 0.42110711 0.38225067] [ 0.50608103 0.54626486 0.43982666 0.67085719 0.60914561] [ 0.26611234 0.42062138 0.47740742 0.83498648 0.42478196] [ 0.57676214 0.50170045 0.52374688 0.50580577 0.52636506] [ 0.26103699 0.69383056 0.51297349 0.8310892 0.57624935] [ 0.56936358 0.51289096 0.52463545 0.59266869 0.35521399] [ 0.67269701 0.38408053 0.45362952 0.37028534 0.36820764] [ 0.62035038 0.49194719 0.49797221 0.74098369 0.44568902] [ 0.67851167 0.39155588 0.52917454 0.31360961 0.42072076] [ 0.66904992 0.46936548 0.38473325 0.37870675 0.31973758] [ 0.19027708 0.58860845 0.47250008 0.66879789 0.50729199] [ 0.36635618 0.49579801 0.46927866 0.64246976 0.61854754] [ 0.64970358 0.45766301 0.4947461 0.18482853 0.37937866] [ 0.88637033 0.32263313 0.59259913 0.13363605 0.35059438] [ 0.2922995 0.5664977 0.45723376 0.63262162 0.42316722] [ 0.30517727 0.5358296 0.37401831 0.79478585 0.50155786] [ 0.21285423 0.55573413 0.35366806 0.82660229 0.49603344] [ 0.64468826 0.39784751 0.5969481 0.3154712 0.52041925] [ 0.33478906 0.45013116 0.45608579 0.73445161 0.68847532] [ 0.08214297 0.63086024 0.4459475 0.90492047 0.48130783] [ 0.62513105 0.57341941 0.35747756 0.47479434 0.35962974] [ 0.38197053 0.56387801 0.26660653 0.73840586 0.46217106] [ 0.4166261 0.68645065 0.41907593 0.64579571 0.39600113] [ 0.80462185 0.34124192 0.57921598 0.23362267 0.35755003] [ 0.27967378 0.63205946 0.43391841 0.75803235 0.36160206] [ 0.33059626 0.56415522 0.48678869 0.83696404 0.44204686] Progress: 26.5% ... Training loss: 0.610 ... Validation loss: 1.054[ 0.42515283 0.54891281 0.58345284 0.53832819 0.41489113] [ 0.57529189 0.41836002 0.45408982 0.24134024 0.45014865] [ 0.52541067 0.46364905 0.40783492 0.64373939 0.32586995] [ 0.30581003 0.56395818 0.58888788 0.78080664 0.47032297] [ 0.6434073 0.47002436 0.56129421 0.44567146 0.44969955] [ 0.14260455 0.6166603 0.41538657 0.80254555 0.51813332] [ 0.7044061 0.36918295 0.53125962 0.39955185 0.4345592 ] [ 0.55076661 0.44676591 0.58221378 0.49505869 0.43748104] [ 0.81971887 0.46921092 0.43384505 0.32054914 0.27598267] [ 0.51931462 0.52778149 0.47219788 0.55518575 0.50126768] [ 0.40353842 0.61783856 0.44482177 0.6478009 0.66475026] [ 0.80387374 0.26328916 0.58683402 0.17185703 0.34925474] [ 0.33605298 0.46918986 0.62691011 0.77276795 0.38363793] [ 0.4274943 0.63466852 0.35141789 0.70608463 0.49223772] [ 0.45921937 0.65188177 0.50088301 0.756622 0.54133062] [ 0.68301789 0.44221078 0.45817104 0.37937428 0.46212576] [ 0.35816399 0.48963832 0.49402241 0.60192262 0.57914353] [ 0.73633345 0.42273424 0.59130283 0.35414093 0.42543417] [ 0.11552205 0.67584272 0.46597868 0.84941404 0.57872618] [ 0.42572505 0.54698056 0.51421975 0.75998468 0.38831217] [ 0.39817094 0.57283855 0.40707866 0.69881639 0.41423323] [ 0.62237982 0.37974105 0.50546215 0.602875 0.31503253] [ 0.61655758 0.48485251 0.59359542 0.68577018 0.40273091] [ 0.24804178 0.43752271 0.45397341 0.79285771 0.51686141] [ 0.78946518 0.47420804 0.4646079 0.44156387 0.46327088] [ 0.48088753 0.41959323 0.34698937 0.45279562 0.36011338] [ 0.71415613 0.34177865 0.63959419 0.27603939 0.41298675] [ 0.51981828 0.36042837 0.69048942 0.6092875 0.47369178] [ 0.5816155 0.39673211 0.4787678 0.4962347 0.48295366] [ 0.15402915 0.59258711 0.51315224 0.88951568 0.55546678] [ 0.36716206 0.58560737 0.45063632 0.77766005 0.61562953] [ 0.47204215 0.63710224 0.57590717 0.53008348 0.42958504] [ 0.6828418 0.49593797 0.58692077 0.58167776 0.40573419] [ 0.57114399 0.51156744 0.49113639 0.4858742 0.39150653] [ 0.4340608 0.60461701 0.58724594 0.56741862 0.59538372] [ 0.21489184 0.58445207 0.38253148 0.74250413 0.50119096] [ 0.76106988 0.23294231 0.40797956 0.23017405 0.36477182] [ 0.50314819 0.59212186 0.49569606 0.54487211 0.40606838] [ 0.60956764 0.580727 0.48789258 0.66599167 0.33674256] [ 0.5841884 0.40327663 0.31421703 0.52972405 0.44637953] [ 0.86179048 0.36991005 0.5740592 0.28505134 0.36344311] [ 0.35583909 0.5333569 0.64518377 0.60558743 0.55964051] [ 0.54208554 0.49025682 0.39622445 0.77016078 0.4130067 ] [ 0.87430711 0.32356617 0.56813275 0.10640724 0.32223823] [ 0.33651706 0.55693725 0.62461747 0.74083179 0.48679814] [ 0.52292466 0.56161777 0.58895316 0.79558787 0.47763944] [ 0.68935359 0.36035982 0.41515392 0.2459571 0.42464432] [ 0.55811967 0.58864244 0.37891585 0.59525246 0.30466526] [ 0.10725097 0.59112999 0.33511702 0.89364787 0.61070306] [ 0.52285041 0.47101146 0.42266966 0.72315598 0.31514467] [ 0.67101442 0.54559087 0.51310891 0.54480339 0.38068335] [ 0.65802388 0.38192031 0.47407216 0.16728889 0.39545974] [ 0.84420564 0.39569745 0.57104872 0.32798511 0.3914374 ] [ 0.51242006 0.64299868 0.38214489 0.63724286 0.4071336 ] [ 0.53900133 0.51303713 0.41802393 0.45392815 0.37440534] [ 0.68289269 0.3429208 0.47569188 0.2044954 0.50543806] [ 0.24443374 0.46801295 0.48571289 0.87438599 0.57474445] [ 0.269179 0.51287781 0.52447398 0.70867939 0.55091385] [ 0.74707711 0.3529322 0.45103959 0.24924641 0.35359454] [ 0.31493467 0.32104427 0.50437628 0.68204344 0.43076784] [ 0.77159684 0.39388103 0.48702851 0.31437393 0.32201227] [ 0.74340226 0.43937677 0.39206641 0.38791198 0.33506426] [ 0.14048 0.58827679 0.34540326 0.87724792 0.44765928] [ 0.35751221 0.63570422 0.59504446 0.66995071 0.56830726] [ 0.45358007 0.52306162 0.56149543 0.776254 0.4379771 ] [ 0.45625507 0.61545375 0.29360295 0.68220196 0.39043731] [ 0.75744284 0.40745244 0.62605462 0.34246631 0.48317524] [ 0.87430711 0.32356617 0.56813275 0.10640724 0.32223823] [ 0.79306253 0.38691775 0.59739517 0.2723438 0.53533885] [ 0.17771167 0.62422359 0.44900282 0.85200814 0.46090897] [ 0.67361337 0.5039589 0.55535415 0.47261382 0.45908875] [ 0.48487769 0.54605035 0.35275564 0.6888458 0.31089158] [ 0.83139429 0.52563214 0.46410477 0.30081744 0.35514765] [ 0.65452589 0.49801841 0.57624238 0.48676827 0.48321169] [ 0.39154965 0.44151534 0.4250924 0.71322583 0.38022374] [ 0.5784809 0.53078912 0.38705455 0.26204398 0.43391854] [ 0.75003303 0.53147774 0.46942797 0.39181704 0.29693158] [ 0.89601886 0.27268305 0.66941413 0.12828504 0.42588765] [ 0.59980042 0.59641633 0.34689442 0.68847634 0.46473144] [ 0.84709889 0.37550883 0.58188706 0.23645327 0.32705967] [ 0.24154522 0.65810474 0.4498321 0.77355404 0.4802969 ] [ 0.55873184 0.57441057 0.67231039 0.5406826 0.48876532] [ 0.6076252 0.53505193 0.40541731 0.43494057 0.33075328] [ 0.49580763 0.40361046 0.62269789 0.67721938 0.33621142] [ 0.41105455 0.42397041 0.52833179 0.617377 0.6487115 ] [ 0.63796137 0.55077071 0.41098546 0.52214026 0.34503205] [ 0.82770342 0.42718998 0.54794748 0.30679317 0.42812911] [ 0.60689744 0.42203104 0.60359447 0.30409146 0.4879394 ] [ 0.12475059 0.64877423 0.51976175 0.90232809 0.54674167] [ 0.49196861 0.45354301 0.55383248 0.52318249 0.55827959] [ 0.68096305 0.46843177 0.59608228 0.56348298 0.38362434] [ 0.37985351 0.44518664 0.49553147 0.70995007 0.4279045 ] [ 0.55585594 0.38358746 0.48933212 0.57722107 0.29034651] [ 0.75866484 0.40161448 0.6459933 0.24048699 0.43639794] [ 0.55895305 0.40862811 0.54331144 0.33423584 0.52689975] [ 0.70109095 0.53457885 0.47538359 0.50984131 0.45084898] [ 0.34944651 0.54485597 0.59795715 0.38682081 0.73085048] [ 0.49797693 0.48739573 0.58617819 0.46501018 0.41179238] [ 0.42840742 0.59585821 0.44870538 0.58859713 0.38145374] [ 0.21300476 0.58289985 0.44438647 0.85581599 0.34633714] [ 0.69352277 0.48889187 0.45937445 0.30642678 0.43003453] [ 0.22186765 0.65868109 0.48816391 0.83901057 0.58358547] [ 0.54135977 0.40278561 0.51561735 0.44609375 0.47974204] [ 0.55302564 0.44419666 0.58013097 0.4792894 0.57651417] [ 0.28101065 0.43244793 0.55990685 0.66139274 0.45676445] [ 0.47466966 0.53344604 0.3745722 0.68452974 0.37187585] [ 0.37699253 0.51034739 0.43958856 0.58518783 0.62266852] [ 0.32660608 0.52341148 0.42683837 0.82347525 0.38621048] [ 0.71752637 0.38330644 0.51158079 0.25343435 0.41947184] [ 0.38809385 0.54244235 0.3918187 0.47641404 0.44951229] [ 0.28119145 0.67864793 0.43223758 0.7521422 0.5372743 ] [ 0.64049597 0.56832297 0.5420158 0.60050065 0.53101619] [ 0.49221245 0.55784533 0.49043668 0.65662948 0.4521798 ] [ 0.71752637 0.38330644 0.51158079 0.25343435 0.41947184] [ 0.42426503 0.63599492 0.4196043 0.63430575 0.58811938] [ 0.20431985 0.67750228 0.36241457 0.8558974 0.53590924] [ 0.19538627 0.6387082 0.39065136 0.88618523 0.54055168] [ 0.24549759 0.50571602 0.47471043 0.69465251 0.60159155] [ 0.66085881 0.48137569 0.53399367 0.4426839 0.5240033 ] [ 0.44086085 0.56078442 0.616059 0.57775754 0.53476348] [ 0.52865133 0.6195143 0.36202216 0.78971887 0.351207 ] [ 0.52926297 0.41227024 0.66966126 0.6787515 0.45232248] [ 0.33825269 0.57100458 0.54649647 0.81784686 0.50984305] [ 0.46083172 0.51671398 0.43123751 0.60590973 0.56610335] [ 0.58836867 0.43696124 0.41966013 0.69889464 0.34638582] [ 0.75870063 0.35846453 0.47563429 0.37422955 0.46090194] [ 0.65034339 0.3826085 0.57939198 0.3256117 0.45992352] [ 0.19858115 0.61340706 0.3852112 0.78187104 0.41161388] Progress: 26.6% ... Training loss: 0.609 ... Validation loss: 1.055[ 0.5736847 0.4307493 0.51496662 0.32621818 0.37411522] [ 0.81613584 0.36456782 0.487887 0.15872636 0.43256356] [ 0.43244482 0.4481179 0.49786714 0.70330942 0.54988733] [ 0.5418209 0.60189537 0.46167488 0.34999379 0.49651966] [ 0.08372229 0.61476794 0.49659184 0.83737448 0.56208168] [ 0.9017857 0.36115513 0.49222846 0.15966111 0.27627877] [ 0.17280351 0.60632858 0.49932646 0.79716429 0.49605213] [ 0.23584275 0.61446689 0.55007353 0.85648866 0.46155162] [ 0.22250968 0.64456316 0.51812032 0.87480867 0.5281127 ] [ 0.78181349 0.36254908 0.48506876 0.25486769 0.33984557] [ 0.28865016 0.61962519 0.35953096 0.80800618 0.48150744] [ 0.20636922 0.68706435 0.48612394 0.83195397 0.55248802] [ 0.6312025 0.63712856 0.3822214 0.62114656 0.41228043] [ 0.76707967 0.40723587 0.48196296 0.30700534 0.52443725] [ 0.75135888 0.34547946 0.58244107 0.10321405 0.51223523] [ 0.13668893 0.50132207 0.36037417 0.90594758 0.58145422] [ 0.70627296 0.31780672 0.40295266 0.39822728 0.39964908] [ 0.57498011 0.60070357 0.27030271 0.51676863 0.36886953] [ 0.8465887 0.31308479 0.62543574 0.29776523 0.36254288] [ 0.81613584 0.36456782 0.487887 0.15872636 0.43256356] [ 0.29117566 0.63864449 0.50628636 0.7065278 0.56644149] [ 0.73733345 0.40910787 0.32994539 0.42726779 0.38830004] [ 0.8465887 0.31308479 0.62543574 0.29776523 0.36254288] [ 0.73559977 0.45254712 0.56295722 0.31270876 0.40576605] [ 0.8602239 0.52238648 0.44537576 0.30606267 0.3085549 ] [ 0.58093214 0.43958744 0.5572012 0.49900263 0.37907145] [ 0.53875805 0.54568388 0.49054775 0.47818057 0.38744985] [ 0.29287321 0.38622579 0.51507348 0.79447671 0.58878026] [ 0.58740379 0.45884723 0.50869733 0.75056566 0.43551163] [ 0.32883126 0.52204135 0.39202032 0.63175344 0.4652758 ] [ 0.76710021 0.36946352 0.47349441 0.32141999 0.31521668] [ 0.62974186 0.41447678 0.62789652 0.35305935 0.48353315] [ 0.5740612 0.4887586 0.43320974 0.35557678 0.38650949] [ 0.75347681 0.5400358 0.45293733 0.52740703 0.45337043] [ 0.53030597 0.40488362 0.62292736 0.4050168 0.56692013] [ 0.62851498 0.58042558 0.41482634 0.45446867 0.3221814 ] [ 0.34969151 0.54578102 0.4115611 0.62982303 0.57967425] [ 0.12604392 0.49349354 0.485217 0.92345914 0.71016324] [ 0.35331045 0.58909757 0.47120491 0.652679 0.51505641] [ 0.67698583 0.49347733 0.37777191 0.535141 0.35825305] [ 0.32094189 0.56911247 0.5096988 0.83852509 0.56279577] [ 0.54867819 0.41944774 0.54294748 0.59558148 0.46325534] [ 0.65598772 0.40913647 0.60533265 0.6308815 0.39218373] [ 0.49730589 0.53526466 0.50521078 0.56033177 0.38354767] [ 0.29483523 0.47686556 0.4776161 0.67666962 0.58899501] [ 0.65489614 0.41173536 0.65016547 0.68895408 0.2964862 ] [ 0.5670937 0.51843043 0.43884232 0.40329704 0.40009458] [ 0.20875672 0.58617614 0.35657444 0.75233807 0.45537051] [ 0.07855843 0.53037366 0.34209604 0.92384164 0.54082848] [ 0.85537958 0.48010019 0.43940827 0.23421693 0.26730459] [ 0.28223252 0.57047394 0.3288118 0.83374045 0.33064409] [ 0.3192335 0.59994563 0.46723348 0.84279067 0.4745751 ] [ 0.24546242 0.57498272 0.39734338 0.60489875 0.50332945] [ 0.64456296 0.53300788 0.58623869 0.46973109 0.4593519 ] [ 0.50290652 0.46519152 0.56208957 0.47007209 0.53697306] [ 0.47273165 0.44456486 0.5744876 0.39379074 0.41905209] [ 0.61113332 0.44430083 0.48263489 0.5904636 0.31260438] [ 0.38913215 0.56060191 0.50112775 0.58019373 0.48564443] [ 0.35982632 0.43476237 0.43986719 0.6194309 0.42010238] [ 0.14479263 0.60970955 0.51108374 0.82036972 0.66628081] [ 0.75125764 0.37952149 0.46502903 0.30483765 0.37964489] [ 0.63587758 0.42139772 0.55574572 0.53150556 0.48864458] [ 0.62964527 0.42013687 0.50447044 0.46949331 0.45272515] [ 0.67574756 0.31131195 0.45562154 0.36873002 0.43016621] [ 0.74559324 0.38155832 0.52324633 0.37129174 0.32465285] [ 0.18957938 0.58638095 0.47808511 0.69258446 0.47079468] [ 0.24544865 0.64792981 0.50346103 0.90045214 0.55232344] [ 0.70638686 0.49493346 0.45211335 0.45884957 0.43625837] [ 0.09738977 0.6270202 0.46895044 0.94555511 0.50239627] [ 0.23647936 0.61864052 0.49993156 0.80393011 0.564139 ] [ 0.7195221 0.31571522 0.48557999 0.21308166 0.37311491] [ 0.52150894 0.47974086 0.4816904 0.33398321 0.40434262] [ 0.32143296 0.59319757 0.54726064 0.66626917 0.53274506] [ 0.67620088 0.43760495 0.57922084 0.28903662 0.47114859] [ 0.49558558 0.48989716 0.62434843 0.37292886 0.39745433] [ 0.84996696 0.30131075 0.54667262 0.23158584 0.42755239] [ 0.87842124 0.33196442 0.53238635 0.24542793 0.41140254] [ 0.5157117 0.40782998 0.45976538 0.4832892 0.52223181] [ 0.4042366 0.64165386 0.38280589 0.68228145 0.40382986] [ 0.60925593 0.49772444 0.53681541 0.50198579 0.48659172] [ 0.4960927 0.48700282 0.44392761 0.6470137 0.33652885] [ 0.61539075 0.47262087 0.4636408 0.51403153 0.52588686] [ 0.05927889 0.6117197 0.51630711 0.86525568 0.56685832] [ 0.11349159 0.61705252 0.5284881 0.88092265 0.47217552] [ 0.39270705 0.69267698 0.43314998 0.67111897 0.51158759] [ 0.83884712 0.34387217 0.49781248 0.20270138 0.39241072] [ 0.73453754 0.39198395 0.69851533 0.19437445 0.41651509] [ 0.43187545 0.51956243 0.52809012 0.66967376 0.40978487] [ 0.16841277 0.73005179 0.36630937 0.75607536 0.52139235] [ 0.75021729 0.34045225 0.678251 0.22769989 0.46284776] [ 0.58505892 0.53192998 0.59388724 0.72591145 0.44553599] [ 0.5434064 0.62227762 0.45639394 0.51155814 0.44729361] [ 0.58507446 0.56191569 0.34196162 0.43890898 0.32047676] [ 0.18196147 0.73579105 0.35293225 0.8841096 0.4633396 ] [ 0.16045195 0.6093124 0.44917884 0.88468008 0.43823769] [ 0.53872633 0.66873914 0.47223157 0.6024014 0.51122475] [ 0.50764328 0.46695463 0.47244727 0.69114403 0.3984284 ] [ 0.84461377 0.49308491 0.39656725 0.32290499 0.38941121] [ 0.68092909 0.34515403 0.60114711 0.45551573 0.44672373] [ 0.85609046 0.36723997 0.5681535 0.18678093 0.407331 ] [ 0.36073384 0.56770111 0.51138 0.75731113 0.43204202] [ 0.33635911 0.57841504 0.38349638 0.57585322 0.48557079] [ 0.52679708 0.48243386 0.56962856 0.30047753 0.62529079] [ 0.56482631 0.30614729 0.46536769 0.5258107 0.37795445] [ 0.16990049 0.70697877 0.31611667 0.84256714 0.49597152] [ 0.41488919 0.56391583 0.62685473 0.47458159 0.51377343] [ 0.45619583 0.46600102 0.55500251 0.64005695 0.35887213] [ 0.33574924 0.46944387 0.50412096 0.68582989 0.54494451] [ 0.55484654 0.35659442 0.58355763 0.60690616 0.43497569] [ 0.50329642 0.58309631 0.47431001 0.53209886 0.51052019] [ 0.77657402 0.46470459 0.50858721 0.3464689 0.51841971] [ 0.1877706 0.6590783 0.31500313 0.73942479 0.55396587] [ 0.74287807 0.55837063 0.43441341 0.41669718 0.32468069] [ 0.56539827 0.48712055 0.43933496 0.68204406 0.31267792] [ 0.54774829 0.36248192 0.57947939 0.68804419 0.42271535] [ 0.70003364 0.6677132 0.5629069 0.48020306 0.44542877] [ 0.28930091 0.57403923 0.4077083 0.75289452 0.52763158] [ 0.75765766 0.3550481 0.57497914 0.31364313 0.36458403] [ 0.52274063 0.46296948 0.5114128 0.70834075 0.50157 ] [ 0.811214 0.24537774 0.55486735 0.15482768 0.37957521] [ 0.6292009 0.42295648 0.34136753 0.36149107 0.28789223] [ 0.55827827 0.41468764 0.54290787 0.54412943 0.37679142] [ 0.79912293 0.32017165 0.69091198 0.22181872 0.426623 ] [ 0.45013713 0.44426616 0.56084788 0.46078988 0.69079606] [ 0.76995377 0.32781411 0.52160629 0.28587893 0.33083311] [ 0.66470226 0.61984574 0.49434775 0.50918323 0.45152382] [ 0.42386178 0.42799261 0.40631029 0.7897271 0.46613733] [ 0.75386127 0.33049519 0.46514647 0.2971228 0.36416845] Progress: 26.6% ... Training loss: 0.609 ... Validation loss: 1.057[ 0.39156629 0.60145152 0.40742266 0.66937187 0.51175501] [ 0.54166055 0.6178465 0.4558491 0.69055415 0.39168707] [ 0.67828108 0.33834152 0.39475729 0.43523783 0.56125131] [ 0.51295094 0.51132225 0.52228331 0.45296168 0.55304747] [ 0.91513663 0.32481024 0.66148743 0.10881823 0.30951574] [ 0.30965489 0.49804963 0.41890517 0.66650986 0.57160548] [ 0.08065523 0.69132473 0.43564587 0.92397634 0.51147215] [ 0.37438607 0.52450167 0.4557239 0.59377133 0.40983272] [ 0.67723278 0.49340604 0.37779583 0.53497651 0.35823447] [ 0.61550955 0.59620873 0.33954203 0.45402825 0.34436942] [ 0.51324139 0.46137869 0.37508443 0.48602783 0.40239084] [ 0.78267373 0.35695503 0.44727433 0.22417605 0.37312562] [ 0.35884392 0.69607153 0.37431075 0.56227085 0.52038108] [ 0.55338382 0.52304179 0.67584212 0.4650079 0.38863744] [ 0.5038975 0.50613727 0.44953677 0.46202357 0.42091478] [ 0.61680215 0.50228973 0.50921632 0.40659832 0.30795012] [ 0.76358913 0.47694487 0.40114375 0.39654574 0.3274344 ] [ 0.27357332 0.64157511 0.34560073 0.681812 0.44495086] [ 0.38188021 0.49914663 0.42761131 0.49657831 0.51543823] [ 0.11404695 0.56090604 0.4622739 0.81819754 0.56138603] [ 0.55531628 0.53133181 0.45060788 0.59860025 0.34816187] [ 0.45872616 0.53704859 0.53813218 0.35456042 0.63233127] [ 0.5235118 0.50319722 0.41624616 0.66545836 0.44141231] [ 0.72862744 0.59060608 0.43383318 0.42928121 0.41745152] [ 0.20209396 0.62216928 0.38709269 0.86290034 0.66125005] [ 0.81039959 0.36336635 0.59554309 0.1848401 0.44972986] [ 0.55727177 0.46771971 0.51897388 0.52447696 0.59608065] [ 0.20911447 0.58600582 0.356645 0.75207441 0.45531056] [ 0.69304247 0.49211001 0.31957142 0.51622055 0.3871502 ] [ 0.31883383 0.68031653 0.54010343 0.70801176 0.52545401] [ 0.59355491 0.52885379 0.57091032 0.50670447 0.45178004] [ 0.72539588 0.53653612 0.61066085 0.51225397 0.3990958 ] [ 0.62722784 0.51659523 0.43386471 0.62417525 0.48034355] [ 0.38195898 0.63222299 0.47869558 0.71949481 0.47129954] [ 0.28010452 0.60925318 0.30322745 0.63794034 0.43562763] [ 0.62849198 0.48031643 0.50176123 0.61962752 0.43027836] [ 0.37459417 0.55512083 0.50585928 0.59245793 0.42478537] [ 0.5444661 0.52157407 0.57541418 0.56844455 0.39936741] [ 0.16652678 0.63196952 0.42984511 0.91468255 0.54648633] [ 0.3522781 0.59476203 0.51455162 0.64373749 0.55097822] [ 0.55311897 0.55605712 0.46247583 0.42571917 0.45513816] [ 0.65586667 0.56108876 0.43080863 0.50489857 0.51329104] [ 0.56751432 0.59079708 0.53199654 0.39946323 0.52817885] [ 0.46784989 0.56011619 0.53782448 0.56549525 0.37353649] [ 0.44981954 0.41374764 0.55797454 0.70862245 0.44735882] [ 0.46970227 0.69647041 0.34360295 0.79094766 0.29357228] [ 0.72843425 0.41460996 0.51353296 0.35513668 0.47914016] [ 0.58862475 0.43645303 0.55415775 0.42026541 0.4662951 ] [ 0.33327248 0.47428001 0.48480294 0.58498072 0.56876601] [ 0.54240693 0.32943061 0.59831204 0.44262901 0.34677199] [ 0.12238718 0.67626374 0.36396734 0.84989262 0.64686183] [ 0.34146262 0.58416479 0.38056378 0.82157116 0.46308893] [ 0.51944396 0.55310216 0.49742696 0.45994996 0.42661823] [ 0.73582044 0.46149857 0.41687061 0.37455722 0.34354883] [ 0.38991689 0.5561908 0.40010852 0.33322624 0.52038689] [ 0.66870461 0.49812837 0.62758626 0.34236662 0.51359429] [ 0.64336153 0.46851591 0.52287312 0.51247349 0.36154376] [ 0.48229811 0.57207925 0.50315066 0.58208428 0.49338778] [ 0.2945338 0.60981564 0.5782847 0.7641697 0.58129067] [ 0.49472444 0.72587512 0.3319121 0.83459726 0.35491605] [ 0.49117187 0.47730819 0.48653681 0.6452956 0.29915493] [ 0.85815759 0.38881402 0.46788243 0.29148635 0.3075761 ] [ 0.08618358 0.64805435 0.44822328 0.89726656 0.40294045] [ 0.2780032 0.73378781 0.48211247 0.84050514 0.59016612] [ 0.49466803 0.65762611 0.46528484 0.5122987 0.52257631] [ 0.24948412 0.51168625 0.40347415 0.60807845 0.68982047] [ 0.73651714 0.4143598 0.53568274 0.41190993 0.35016348] [ 0.647782 0.41875278 0.55247534 0.44703307 0.47550673] [ 0.60433161 0.59686812 0.48621439 0.3262413 0.46260864] [ 0.43684496 0.42503336 0.49194972 0.66769506 0.30403228] [ 0.6186803 0.403183 0.54970654 0.69291751 0.41717557] [ 0.55095838 0.49751252 0.42884973 0.34711545 0.45279176] [ 0.55875152 0.40664918 0.50637805 0.54233375 0.2998506 ] [ 0.23125327 0.53886858 0.50825849 0.87001773 0.57221344] [ 0.84160177 0.42833377 0.47009074 0.22583067 0.40295942] [ 0.74331794 0.42427336 0.57223938 0.24346926 0.51628147] [ 0.29175752 0.53385479 0.61479509 0.7745914 0.58562782] [ 0.42295389 0.50211754 0.62449372 0.59583096 0.61021285] [ 0.38463663 0.51971989 0.4523349 0.77042574 0.30925376] [ 0.45163054 0.39604919 0.43777118 0.77344466 0.37439788] [ 0.67957684 0.47896373 0.6176741 0.61686582 0.40478544] [ 0.39519519 0.47069246 0.50199429 0.61915135 0.43155963] [ 0.63160193 0.6369792 0.38228339 0.62088455 0.4122215 ] [ 0.60675656 0.48912979 0.64128261 0.65181534 0.45524857] [ 0.20413347 0.68413283 0.4675234 0.85562339 0.63244615] [ 0.76334983 0.28937013 0.55736654 0.28413681 0.47202788] [ 0.48226523 0.49046857 0.51335046 0.63035847 0.4547291 ] [ 0.68174449 0.34958921 0.52761252 0.29003706 0.33034858] [ 0.35207058 0.54768503 0.50509709 0.53999053 0.4860763 ] [ 0.48862582 0.49499976 0.45921033 0.60093645 0.5709133 ] [ 0.28857778 0.64739604 0.57726457 0.62262863 0.60992441] [ 0.73350945 0.46370775 0.34910754 0.21999234 0.26826446] [ 0.12353504 0.59641543 0.44213094 0.7274084 0.50050352] [ 0.44860716 0.44450696 0.54748232 0.64516809 0.39476368] [ 0.33851633 0.49511225 0.51056374 0.83872787 0.49434103] [ 0.46986866 0.54079357 0.38429775 0.6068004 0.52736191] [ 0.75444619 0.42657309 0.39022752 0.29346963 0.33512999] [ 0.84375712 0.35676501 0.5846846 0.17547136 0.43679244] [ 0.39937607 0.52805799 0.37667895 0.53050186 0.48731789] [ 0.39321133 0.55616717 0.33223142 0.69107636 0.48123547] [ 0.6078163 0.53016374 0.43371177 0.35708328 0.43178746] [ 0.37999632 0.50710883 0.5552397 0.74866354 0.36707305] [ 0.52459643 0.39759948 0.58904933 0.62981652 0.31304539] [ 0.52034247 0.48796627 0.39727206 0.66750894 0.41051002] [ 0.6804599 0.56008997 0.6787298 0.46505092 0.49446425] [ 0.40368796 0.66815476 0.45600222 0.62609107 0.47476886] [ 0.54909436 0.53339134 0.40414902 0.65184613 0.35888572] [ 0.6386165 0.4801291 0.5432984 0.5547466 0.41395689] [ 0.89616444 0.33653334 0.65542766 0.15967841 0.33231097] [ 0.59436473 0.34557819 0.6837047 0.4025542 0.42290424] [ 0.32861675 0.501114 0.63538627 0.59796793 0.63773616] [ 0.52510321 0.43973658 0.52211404 0.49872898 0.39966106] [ 0.17215557 0.583321 0.54055122 0.85463027 0.58388642] [ 0.54151682 0.60204295 0.46159991 0.35014395 0.49658289] [ 0.41422382 0.3661939 0.5396756 0.64162756 0.66830096] [ 0.22866181 0.53836996 0.39454137 0.86996886 0.45535097] [ 0.82551797 0.38419595 0.6800598 0.19691453 0.34482471] [ 0.58666208 0.62823736 0.4352033 0.59195657 0.36094414] [ 0.61851635 0.58837477 0.36395264 0.59923663 0.40618353] [ 0.31196507 0.41136693 0.43432566 0.76908495 0.42354587] [ 0.64111718 0.53037391 0.52354358 0.35264454 0.54923294] [ 0.26400146 0.5450381 0.44608537 0.7858974 0.63875493] [ 0.49039096 0.443869 0.53030108 0.60402418 0.38884053] [ 0.60161452 0.38306563 0.54316922 0.55768639 0.39631729] [ 0.4647604 0.53753754 0.36900637 0.61297358 0.40542183] [ 0.37038 0.61129091 0.54117234 0.62288058 0.65542019] [ 0.16147455 0.70027448 0.338262 0.76167702 0.52514252] [ 0.47195114 0.48878155 0.50500588 0.4215207 0.37877696] Progress: 26.6% ... Training loss: 0.609 ... Validation loss: 1.061[ 0.17419279 0.7257102 0.3329448 0.78917192 0.60532875] [ 0.65833719 0.5686196 0.45567234 0.51597394 0.47400752] [ 0.55145989 0.46107592 0.5903923 0.38818983 0.48578135] [ 0.51834458 0.66202356 0.30396671 0.5021908 0.4255843 ] [ 0.71712092 0.33753884 0.60164163 0.27162868 0.44428076] [ 0.32664042 0.44676477 0.50555954 0.7195304 0.42484237] [ 0.14300586 0.58082326 0.43351809 0.88295333 0.50585768] [ 0.76776702 0.49037761 0.56246305 0.39850526 0.36862695] [ 0.64410265 0.52834962 0.57405673 0.61090222 0.42071207] [ 0.65535092 0.51092798 0.39720299 0.50220283 0.31376807] [ 0.68806589 0.45333886 0.49529418 0.39375977 0.35507714] [ 0.21816828 0.61679005 0.52568043 0.77835749 0.50404179] [ 0.58513708 0.41362032 0.56347573 0.33294744 0.48018289] [ 0.51369835 0.55340824 0.46413222 0.76022287 0.27747189] [ 0.49184052 0.5120687 0.37375792 0.53375781 0.3167676 ] [ 0.58265779 0.36579644 0.52342364 0.65249822 0.45889048] [ 0.22510864 0.62854202 0.34691816 0.82506894 0.56064301] [ 0.67074529 0.39532058 0.46412133 0.28028219 0.32281257] [ 0.89986845 0.28640622 0.6167208 0.10508609 0.32861554] [ 0.51955734 0.6194621 0.64384421 0.60640172 0.55523313] [ 0.74408125 0.46625444 0.58930077 0.47602548 0.34745385] [ 0.52122228 0.53093365 0.39950659 0.51917942 0.39467706] [ 0.83402592 0.49172014 0.63655391 0.30959101 0.37425909] [ 0.52543974 0.58795276 0.58342283 0.51346326 0.41125979] [ 0.30547379 0.52504536 0.59103913 0.80376972 0.41963105] [ 0.58392398 0.43250028 0.458732 0.65314568 0.34838723] [ 0.29222255 0.45878688 0.55955562 0.81384384 0.53519159] [ 0.66507471 0.48648914 0.58805306 0.37586213 0.5313266 ] [ 0.57741526 0.50088439 0.54049068 0.4160375 0.38882204] [ 0.34833868 0.6676362 0.39683748 0.79273423 0.52644222] [ 0.41528906 0.56388109 0.62686703 0.47440266 0.51377036] [ 0.54381101 0.52310876 0.57263313 0.52339222 0.44868865] [ 0.82968794 0.44551295 0.49728121 0.28242034 0.27925605] [ 0.31381103 0.45135772 0.55240619 0.58120823 0.49145535] [ 0.47733318 0.50675789 0.443286 0.58500463 0.54821417] [ 0.36125828 0.66548784 0.29482158 0.7121671 0.49055515] [ 0.64552007 0.40849479 0.50935179 0.39925898 0.44988636] [ 0.49647358 0.361899 0.46927531 0.44455673 0.43640588] [ 0.47875048 0.40305851 0.63410661 0.60689308 0.40979831] [ 0.21313322 0.5306944 0.53490962 0.70175756 0.65265123] [ 0.23630747 0.56229726 0.54322785 0.89150084 0.5908701 ] [ 0.72752972 0.4374603 0.49234572 0.38594378 0.3121209 ] [ 0.34225282 0.48669036 0.49223208 0.47653656 0.50431261] [ 0.78749289 0.50783084 0.58404601 0.37761559 0.41654309] [ 0.75292518 0.4560407 0.4444975 0.34217479 0.3951565 ] [ 0.52525969 0.50197917 0.54104517 0.56657554 0.53248278] [ 0.44852893 0.43326593 0.69425172 0.6103775 0.34666575] [ 0.14289164 0.61690897 0.41525107 0.80245483 0.51828774] [ 0.46796328 0.55764826 0.46281488 0.57146543 0.46026897] [ 0.49060272 0.67010538 0.41514719 0.63016497 0.53545773] [ 0.64991974 0.57650282 0.5046999 0.59722567 0.44827615] [ 0.77993997 0.40728521 0.4325544 0.38138211 0.31186345] [ 0.40811962 0.50074596 0.54391339 0.50300772 0.59213228] [ 0.51181481 0.55425999 0.47893696 0.55095157 0.48728193] [ 0.48647393 0.46860614 0.55934812 0.56590104 0.43825884] [ 0.70288821 0.4368759 0.44965825 0.4230424 0.43858042] [ 0.67270279 0.54200655 0.48661799 0.38317326 0.35619203] [ 0.36854107 0.49506734 0.46956929 0.64132424 0.6183089 ] [ 0.46352023 0.41368546 0.46882648 0.74849923 0.35489584] [ 0.86895087 0.43212463 0.59144848 0.20860273 0.39554103] [ 0.71341189 0.47931581 0.55097628 0.15147784 0.45154321] [ 0.24828154 0.56456874 0.54770687 0.75789911 0.44812707] [ 0.36675409 0.6633727 0.46217024 0.57044101 0.46960244] [ 0.91010419 0.321449 0.30509843 0.21629763 0.25261732] [ 0.62553184 0.59323371 0.29461723 0.60083534 0.28692637] [ 0.28199758 0.53051869 0.38376156 0.7113489 0.42961826] [ 0.69518435 0.30100339 0.47566674 0.44695683 0.50174168] [ 0.16046099 0.63432723 0.44919178 0.89295601 0.44648721] [ 0.16740907 0.47691314 0.41728054 0.83936509 0.55188058] [ 0.68462013 0.42438851 0.51452475 0.52309564 0.43143154] [ 0.38173965 0.48328756 0.40049239 0.59058855 0.51798502] [ 0.60495932 0.41016897 0.55580354 0.61662386 0.26613532] [ 0.87964225 0.42975908 0.45276527 0.1948669 0.23545 ] [ 0.47954945 0.41484028 0.68583002 0.61149548 0.50916904] [ 0.56052378 0.40610684 0.50661092 0.54139275 0.2996886 ] [ 0.21736593 0.53855251 0.51413958 0.81202082 0.46272316] [ 0.31311089 0.60252686 0.50936721 0.77691606 0.54148006] [ 0.65375597 0.68441783 0.30459842 0.62195621 0.37338673] [ 0.51151165 0.40708849 0.50480067 0.55407522 0.53234677] [ 0.79760562 0.59496936 0.55619093 0.40954793 0.40184967] [ 0.0678533 0.64294808 0.42955597 0.90654851 0.55613288] [ 0.55927871 0.59158444 0.36972895 0.46189573 0.2997558 ] [ 0.54426258 0.40432091 0.59311474 0.64282303 0.40565192] [ 0.35387978 0.51725411 0.62286961 0.50953866 0.4784688 ] [ 0.36131225 0.55053113 0.39268763 0.68256806 0.30190428] [ 0.47293639 0.39115886 0.51044036 0.37539429 0.71951992] [ 0.23735998 0.54850521 0.4803095 0.86402919 0.49865796] [ 0.38119605 0.42548768 0.54162135 0.47533425 0.49960133] [ 0.46903799 0.559814 0.53794837 0.56488789 0.37344215] [ 0.05211633 0.61685339 0.47172063 0.92523753 0.54503234] [ 0.31704394 0.52484772 0.41585205 0.71693638 0.57914925] [ 0.63717479 0.42098178 0.55592256 0.5307715 0.48849513] [ 0.49514509 0.58160359 0.49947224 0.49101146 0.57872606] [ 0.27471048 0.48271221 0.37172899 0.87165839 0.38946136] [ 0.17832386 0.69424617 0.3351364 0.82989415 0.45784645] [ 0.24095458 0.53179713 0.66208803 0.79187523 0.50447452] [ 0.49497963 0.538506 0.42288469 0.35089431 0.5111349 ] [ 0.38682051 0.50206546 0.62338999 0.65237187 0.52244917] [ 0.73318805 0.50806523 0.53019039 0.42441064 0.49865807] [ 0.16402939 0.56162775 0.3384156 0.90527408 0.43256732] [ 0.49655902 0.57909167 0.46578887 0.58228825 0.3495931 ] [ 0.18721098 0.63212192 0.31742135 0.79362242 0.51772423] [ 0.52512372 0.46220983 0.51173445 0.70728667 0.50129377] [ 0.51783084 0.55836501 0.50970992 0.56192801 0.38312483] [ 0.44165048 0.70642511 0.32841282 0.81728654 0.55792139] [ 0.75528904 0.45796025 0.53259796 0.38571369 0.40561406] [ 0.2157966 0.46202536 0.53569733 0.76650024 0.50678025] [ 0.80457359 0.38768195 0.66107891 0.39329846 0.3423302 ] [ 0.19237925 0.58763479 0.47290761 0.66724867 0.50696335] [ 0.732972 0.51880755 0.39901951 0.39915573 0.43400074] [ 0.81782063 0.42120294 0.65997009 0.31360492 0.43667641] [ 0.72378281 0.27435997 0.46170501 0.31257288 0.38272464] [ 0.16659397 0.67785921 0.38498255 0.61740515 0.57952821] [ 0.81412474 0.37579022 0.51084165 0.22261177 0.40334318] [ 0.45140855 0.51542134 0.47321993 0.6027042 0.52923271] [ 0.6022126 0.54521021 0.45760513 0.61552669 0.30987273] [ 0.52065522 0.49150863 0.5131493 0.48154997 0.33849471] [ 0.61421825 0.46728026 0.40018806 0.48876228 0.49140283] [ 0.7345266 0.38506689 0.35064475 0.32771669 0.48664749] [ 0.28308511 0.66148238 0.47045411 0.76529888 0.53404986] [ 0.27805145 0.62570315 0.49092539 0.85083804 0.59905724] [ 0.56942168 0.57182476 0.39687883 0.29095023 0.3693994 ] [ 0.29584435 0.54964378 0.56677799 0.64066179 0.56028156] [ 0.65649169 0.44156073 0.49580431 0.4832678 0.44981492] [ 0.709862 0.51411946 0.56125194 0.44373637 0.45284 ] [ 0.74403388 0.34326283 0.50476769 0.15959189 0.42348275] [ 0.33783077 0.50509601 0.6104867 0.66386925 0.52506753] [ 0.19327752 0.49335014 0.54110306 0.81112866 0.59804048] Progress: 26.7% ... Training loss: 0.609 ... Validation loss: 1.060[ 0.32436449 0.59435792 0.39922758 0.55838811 0.4469392 ] [ 0.68307808 0.2748536 0.48361588 0.3953027 0.5678302 ] [ 0.57589075 0.48821199 0.43343894 0.35465044 0.38632983] [ 0.6030318 0.49261115 0.66462642 0.28425011 0.5585669 ] [ 0.8133678 0.41999355 0.46305415 0.19376955 0.29619147] [ 0.5693648 0.62762498 0.46481105 0.60115075 0.39478028] [ 0.09520484 0.71015659 0.42912595 0.82188186 0.55042469] [ 0.21531991 0.6294963 0.3973576 0.80219484 0.52371486] [ 0.64413079 0.48085438 0.56526475 0.56283316 0.49046643] [ 0.32580324 0.62760662 0.48078607 0.66010412 0.54629512] [ 0.41601665 0.6057069 0.53296525 0.59518136 0.61340858] [ 0.73032655 0.36049999 0.62297083 0.36359331 0.44376646] [ 0.72030342 0.46631802 0.63040413 0.31143031 0.48949298] [ 0.86793545 0.41875284 0.52010744 0.17158492 0.34114807] [ 0.7512314 0.5313869 0.55288538 0.39442588 0.53665607] [ 0.68459112 0.40986748 0.49918606 0.34141619 0.47520257] [ 0.78810347 0.4271978 0.59514036 0.2293901 0.50078301] [ 0.51224266 0.47802076 0.56158493 0.45403641 0.51185841] [ 0.38904864 0.55574565 0.37924253 0.62841586 0.44392461] [ 0.36977751 0.65134152 0.45400958 0.66329363 0.40650409] [ 0.24490164 0.51893749 0.57626009 0.84472757 0.49243693] [ 0.29325203 0.50270014 0.53248287 0.79094583 0.52826269] [ 0.74917786 0.46147882 0.43334647 0.36989701 0.3413818 ] [ 0.08051415 0.61688333 0.3527745 0.85991952 0.54647859] [ 0.42978783 0.53578715 0.53312616 0.69342989 0.45796316] [ 0.58228011 0.3784307 0.49420995 0.3666397 0.39471796] [ 0.7376794 0.34791347 0.59322841 0.23665637 0.4613587 ] [ 0.31316229 0.7116098 0.36752701 0.83135474 0.46214081] [ 0.48932714 0.51826547 0.42431299 0.48007843 0.54625091] [ 0.89421613 0.3168329 0.49885376 0.10050456 0.27417285] [ 0.82781433 0.34047377 0.43569485 0.21000032 0.41527937] [ 0.72632547 0.51120221 0.59378795 0.52635904 0.37177714] [ 0.42947661 0.51598428 0.55806334 0.47795047 0.53388156] [ 0.64497841 0.48407282 0.49190077 0.36127499 0.37554731] [ 0.62832666 0.39278339 0.62087584 0.23164964 0.53240729] [ 0.19031394 0.60598611 0.47061707 0.83972439 0.6212724 ] [ 0.61042506 0.56614362 0.52325479 0.52228805 0.50840778] [ 0.72632547 0.51120221 0.59378795 0.52635904 0.37177714] [ 0.77111396 0.55927625 0.4476119 0.47041987 0.30213885] [ 0.55827608 0.56306459 0.53209908 0.64914065 0.41944994] [ 0.12328848 0.5925942 0.53555842 0.82342424 0.39912539] [ 0.13505138 0.60750752 0.46291713 0.811129 0.60707103] [ 0.67045901 0.33831346 0.59139864 0.30935277 0.40103973] [ 0.20725457 0.58312975 0.39400081 0.77083678 0.46614845] [ 0.35755148 0.59599189 0.40625305 0.65130281 0.42973913] [ 0.3771298 0.5997168 0.53361241 0.67437816 0.58977774] [ 0.37827384 0.50238642 0.5399558 0.77167475 0.47292892] [ 0.67005375 0.5892716 0.49829986 0.47237233 0.31792171] [ 0.26396048 0.56446669 0.4462078 0.79463522 0.5189043 ] [ 0.80331026 0.33390283 0.48038286 0.22503529 0.37647405] [ 0.68846142 0.45323354 0.49533858 0.39353019 0.3550441 ] [ 0.58749157 0.3766169 0.46618887 0.5081689 0.45074379] [ 0.93250468 0.27391327 0.62631572 0.09595916 0.35151039] [ 0.58872731 0.60169993 0.56851598 0.64376844 0.37023957] [ 0.62629506 0.3539386 0.69293118 0.50177777 0.47242641] [ 0.72348949 0.45428401 0.60701427 0.45765907 0.40616025] [ 0.4223917 0.68436195 0.32699777 0.68201939 0.34304185] [ 0.13902094 0.66007906 0.50680845 0.91040618 0.61389713] [ 0.6171172 0.35489471 0.41770198 0.4477712 0.51017386] [ 0.22265263 0.58366414 0.4279221 0.81088716 0.52170576] [ 0.23684886 0.65648778 0.48164524 0.77980147 0.49000257] [ 0.82537274 0.4373469 0.55035132 0.1528588 0.37522092] [ 0.23588638 0.56265601 0.54307288 0.89157899 0.59101972] [ 0.39153914 0.60259302 0.49315372 0.76664751 0.34561816] [ 0.63047441 0.54408402 0.47802349 0.35713239 0.51874062] [ 0.57036596 0.55576051 0.37103276 0.73172532 0.41126967] [ 0.61688396 0.51667852 0.46115569 0.5202313 0.3628465 ] [ 0.05689583 0.68324899 0.3761733 0.90283325 0.52811206] [ 0.80709909 0.51329565 0.41415842 0.25799054 0.37807371] [ 0.21632922 0.54957211 0.4847927 0.79164184 0.44383629] [ 0.71171094 0.42824874 0.38800921 0.28747304 0.33426986] [ 0.85704328 0.49972862 0.53924301 0.32467225 0.38548469] [ 0.7776731 0.33152531 0.4452566 0.38472942 0.44577128] [ 0.47372599 0.66136626 0.45964806 0.58192831 0.65456184] [ 0.70310711 0.35655644 0.52680457 0.26025277 0.46728875] [ 0.4421381 0.51968979 0.5295474 0.38102667 0.55901438] [ 0.33790901 0.419838 0.35455982 0.70698099 0.52429262] [ 0.59635771 0.45137404 0.43456265 0.45218851 0.39073244] [ 0.7843118 0.28526423 0.58442143 0.29871154 0.43864053] [ 0.62682531 0.56917158 0.56854584 0.51161501 0.50213301] [ 0.65272952 0.68495069 0.30438097 0.62252516 0.37361972] [ 0.77216742 0.4960884 0.30583454 0.3339 0.37970759] [ 0.09411194 0.6397691 0.52212298 0.87995089 0.51811819] [ 0.46550527 0.70285473 0.42008161 0.62479558 0.64281854] [ 0.40457891 0.56755094 0.3772292 0.6950642 0.5233632 ] [ 0.4690628 0.54132084 0.38408262 0.60727824 0.52757958] [ 0.39036152 0.46710712 0.58235198 0.62218764 0.58142356] [ 0.4079107 0.69901683 0.4718865 0.70608832 0.405595 ] [ 0.62747314 0.3886165 0.5113787 0.34353654 0.59797162] [ 0.18929249 0.68148161 0.3528814 0.84287211 0.5689401 ] [ 0.32302061 0.47188156 0.42513299 0.65895608 0.60377408] [ 0.34890168 0.54537171 0.59773787 0.38734445 0.73103066] [ 0.30967901 0.41946951 0.57302674 0.47932526 0.68441643] [ 0.24441629 0.60800834 0.57409452 0.83205534 0.62376106] [ 0.48431496 0.48441259 0.48841062 0.66923208 0.47088102] [ 0.72732631 0.5651229 0.46835294 0.54892962 0.3429921 ] [ 0.68809369 0.40947397 0.61541477 0.29557387 0.34173093] [ 0.56393136 0.3642633 0.50747035 0.57890828 0.36260062] [ 0.39387077 0.4110841 0.58675197 0.4480804 0.57399504] [ 0.38389049 0.47754001 0.3591904 0.72037809 0.54362507] [ 0.83824572 0.37793476 0.62443329 0.20379823 0.42556213] [ 0.57266249 0.565862 0.38639518 0.34454036 0.3924139 ] [ 0.06892199 0.70881777 0.35627034 0.93432474 0.55559662] [ 0.49490241 0.55134961 0.5347029 0.68538782 0.41552028] [ 0.66592665 0.4821983 0.59658326 0.64860021 0.3827614 ] [ 0.30237979 0.5873351 0.51933107 0.84381436 0.42491218] [ 0.22961674 0.60661246 0.4497481 0.86172812 0.38700189] [ 0.68478637 0.50696431 0.50648251 0.45357847 0.49389893] [ 0.69368559 0.42702485 0.42617228 0.46640292 0.54642457] [ 0.57285149 0.45191425 0.49736605 0.67387838 0.34092346] [ 0.73392716 0.38957874 0.47993461 0.30004526 0.35630879] [ 0.49318658 0.43625899 0.4825721 0.78923946 0.46141474] [ 0.70173355 0.58926038 0.38602248 0.44776781 0.41541738] [ 0.58660327 0.53094097 0.48323249 0.48732819 0.54872111] [ 0.68960808 0.34442697 0.52172376 0.44110526 0.52384039] [ 0.67483432 0.50271015 0.50966475 0.37082403 0.48773112] [ 0.57841432 0.50988198 0.62755335 0.39809924 0.40762469] [ 0.53442389 0.62778855 0.43277951 0.45634723 0.44887978] [ 0.10444181 0.59822795 0.54636351 0.92742187 0.65770253] [ 0.17100994 0.49356978 0.51460157 0.82276004 0.52279303] [ 0.59453318 0.46421251 0.50209527 0.41751631 0.50348762] [ 0.44036033 0.67384922 0.41506052 0.71468295 0.40287656] [ 0.51671085 0.42284321 0.65163949 0.40592847 0.54723672] [ 0.74576628 0.42258949 0.47074938 0.24376923 0.35663965] [ 0.5195008 0.47621321 0.53440536 0.75764812 0.40354898] [ 0.2563555 0.56825811 0.45746121 0.69641846 0.59508805] [ 0.38446143 0.51293937 0.56251135 0.42694103 0.54135435] [ 0.24617027 0.420827 0.52517696 0.8233512 0.51276345] Progress: 26.8% ... Training loss: 0.608 ... Validation loss: 1.058[ 0.53756092 0.37593939 0.60676614 0.67350006 0.37169146] [ 0.15407023 0.5519602 0.48101146 0.79269343 0.46839868] [ 0.4666946 0.59074099 0.5291484 0.68336316 0.44248022] [ 0.28852478 0.49915237 0.51200348 0.58768519 0.56054727] [ 0.50814482 0.58682005 0.33619192 0.55345076 0.47976742] [ 0.25174726 0.46170552 0.4671681 0.8187289 0.519231 ] [ 0.56529429 0.40884323 0.62182041 0.41691631 0.45635466] [ 0.31329922 0.66915594 0.59694125 0.69332725 0.50358069] [ 0.23088687 0.51343266 0.51955281 0.73402268 0.67517716] [ 0.86003868 0.34315072 0.56856528 0.15541726 0.39186157] [ 0.76781303 0.34929929 0.57999762 0.36435563 0.42271191] [ 0.55240064 0.50417398 0.38620556 0.46589088 0.49034371] [ 0.46923463 0.63469876 0.37735951 0.51498145 0.36921027] [ 0.77269943 0.44619408 0.3945753 0.42973849 0.54226907] [ 0.32743392 0.66040146 0.50112958 0.6828399 0.6309216 ] [ 0.14181432 0.52941472 0.46716017 0.77208829 0.59595755] [ 0.47371288 0.52674551 0.41617226 0.59812462 0.5403953 ] [ 0.70974728 0.47808441 0.36367852 0.40691086 0.35972546] [ 0.68431282 0.397277 0.46981418 0.47606396 0.35891514] [ 0.58179836 0.45353707 0.4561934 0.47616493 0.51527536] [ 0.75415589 0.51533691 0.3324069 0.26915452 0.29380598] [ 0.50048268 0.58258077 0.43824559 0.5086426 0.37367739] [ 0.74368405 0.35667025 0.66974446 0.27998549 0.37756675] [ 0.47972287 0.53976699 0.37408471 0.46509553 0.4906022 ] [ 0.21924093 0.65212157 0.26661616 0.80710138 0.48668745] [ 0.30021955 0.52615378 0.57157633 0.78790454 0.3997878 ] [ 0.19361604 0.72768864 0.29975362 0.86344162 0.54169976] [ 0.72431661 0.43515496 0.30927531 0.38695278 0.36117438] [ 0.72565088 0.44781184 0.59542118 0.32363414 0.53253104] [ 0.50608351 0.55978921 0.29455838 0.63945134 0.46776428] [ 0.48322138 0.43314255 0.5479431 0.59775261 0.40695665] [ 0.511965 0.40708804 0.50479991 0.55386899 0.53236502] [ 0.49757298 0.47578613 0.59480318 0.57456399 0.62905123] [ 0.66794543 0.57902778 0.48264505 0.48437687 0.33685826] [ 0.53777575 0.54676305 0.33130746 0.46954072 0.48690691] [ 0.74754643 0.38420072 0.55675291 0.46572001 0.42501983] [ 0.89034356 0.60417782 0.51040861 0.30503768 0.3602126 ] [ 0.33941774 0.6070276 0.38860553 0.50227064 0.54816284] [ 0.31450041 0.64634597 0.47066642 0.79921719 0.5388866 ] [ 0.51932735 0.51318833 0.46567934 0.37929205 0.4115345 ] [ 0.61369533 0.51892584 0.49218563 0.41098573 0.50073598] [ 0.60977041 0.47967449 0.45873752 0.53250851 0.51026638] [ 0.18066252 0.5297378 0.46372009 0.86973709 0.5596224 ] [ 0.23660105 0.54629483 0.49516835 0.87573168 0.58491521] [ 0.91185692 0.3888691 0.54851166 0.1272562 0.37411546] [ 0.4440018 0.52949502 0.63714319 0.45732592 0.57168141] [ 0.78719696 0.33285658 0.42875233 0.31282893 0.44553903] [ 0.19680243 0.59019228 0.48384865 0.81091834 0.50025223] [ 0.41748287 0.61018481 0.5442765 0.69915943 0.54337039] [ 0.47344049 0.3911814 0.5104281 0.37529571 0.71954682] [ 0.58912456 0.54177299 0.45668103 0.34417148 0.48675508] [ 0.54678057 0.51574556 0.56240704 0.29168115 0.43759416] [ 0.29018453 0.54345081 0.52222069 0.83596491 0.44799429] [ 0.5166525 0.60596177 0.34467374 0.58353022 0.44026062] [ 0.66667912 0.51222151 0.58632433 0.45154155 0.4094713 ] [ 0.78016062 0.35899052 0.48284736 0.29527367 0.31881677] [ 0.74595916 0.3155129 0.49665991 0.22962524 0.40620121] [ 0.48724965 0.43439963 0.5448808 0.6440539 0.41593482] [ 0.58818861 0.34573739 0.48141005 0.66195316 0.31041262] [ 0.73367598 0.3244712 0.40298054 0.30004485 0.4587529 ] [ 0.68826229 0.32058419 0.71111072 0.43385387 0.33382897] [ 0.38518509 0.42522835 0.58341061 0.65853141 0.42060061] [ 0.60841686 0.39593673 0.41432125 0.59566594 0.41106155] [ 0.15936372 0.69407224 0.37408389 0.79732347 0.52565342] [ 0.65639106 0.42539044 0.6098364 0.3753912 0.46098569] [ 0.68230402 0.49911795 0.44966925 0.40756117 0.33177144] [ 0.89087265 0.48667814 0.62127633 0.31329653 0.32713624] [ 0.72714098 0.36878669 0.57253723 0.28292849 0.38494452] [ 0.56231782 0.56646829 0.45823772 0.56689107 0.32152072] [ 0.18383799 0.73256526 0.34740712 0.83915488 0.59575553] [ 0.31734579 0.62432084 0.21646542 0.76152836 0.46306422] [ 0.86601265 0.33510831 0.59997761 0.15644788 0.42074743] [ 0.24579439 0.45276138 0.39911383 0.76849267 0.46282581] [ 0.80422616 0.38379331 0.57679322 0.29370742 0.35953168] [ 0.36051557 0.47636794 0.46711367 0.56169999 0.45139863] [ 0.63067138 0.6773305 0.40691973 0.61064215 0.41910095] [ 0.48826024 0.45145605 0.6629627 0.4509413 0.4866899 ] [ 0.51116288 0.59039912 0.41464918 0.51227915 0.52543382] [ 0.60369435 0.59737614 0.48599067 0.32663268 0.46282849] [ 0.6300035 0.42128648 0.5436405 0.36814356 0.29415292] [ 0.6951007 0.3845496 0.56188824 0.25175734 0.42628735] [ 0.86914846 0.42277792 0.45895027 0.1750673 0.33028557] [ 0.43128652 0.47974747 0.58965894 0.55101039 0.54659648] [ 0.61850918 0.53086892 0.40356491 0.5425258 0.30752952] [ 0.69559805 0.5052452 0.63324141 0.31420412 0.42912863] [ 0.7113328 0.41684222 0.5911686 0.40545242 0.42699488] [ 0.49280718 0.57634882 0.49376035 0.53110956 0.58549006] [ 0.12508041 0.58778907 0.44786004 0.8680543 0.48927787] [ 0.83369051 0.30309508 0.41669524 0.24851657 0.28383679] [ 0.89602393 0.30261044 0.60951893 0.16078319 0.37852158] [ 0.22936881 0.57701 0.49029041 0.81245194 0.61288241] [ 0.35918077 0.63480715 0.54769041 0.70975208 0.43557811] [ 0.65966318 0.46676431 0.47901114 0.38937612 0.41198055] [ 0.83209061 0.41788849 0.52165022 0.19376308 0.36466581] [ 0.62283159 0.33390242 0.5006262 0.33408291 0.54885692] [ 0.46726284 0.54799907 0.66560838 0.43499811 0.50296223] [ 0.78547963 0.29468423 0.64862677 0.23072352 0.45966662] [ 0.56637179 0.3627041 0.52286864 0.47030464 0.47872659] [ 0.74754482 0.43570408 0.59452181 0.27268315 0.44402216] [ 0.44492473 0.49452553 0.51635045 0.5913781 0.50663297] [ 0.48653211 0.40851493 0.56580468 0.51436416 0.51382631] [ 0.30024308 0.57831772 0.47119646 0.62939429 0.49569126] [ 0.67507801 0.45669856 0.58325304 0.44217736 0.50335692] [ 0.44518595 0.57892707 0.30083472 0.69364155 0.52549764] [ 0.3108377 0.54968791 0.42481231 0.89800072 0.45144892] [ 0.69332718 0.40925103 0.42193418 0.369027 0.4283058 ] [ 0.27928938 0.60057273 0.33586925 0.7927481 0.50441723] [ 0.79063452 0.37328298 0.41047078 0.22630607 0.28938973] [ 0.15424464 0.64343524 0.49007873 0.87170828 0.45469693] [ 0.79259719 0.38094951 0.56939473 0.25150097 0.40850589] [ 0.67395607 0.4584882 0.54397323 0.23772437 0.51144211] [ 0.42765143 0.53340613 0.51211934 0.39913947 0.48006928] [ 0.56801108 0.63407917 0.41661882 0.56230779 0.39248408] [ 0.46438727 0.61900178 0.3986 0.46760423 0.37716894] [ 0.69180525 0.3908347 0.40703585 0.5138665 0.31122015] [ 0.15407023 0.5519602 0.48101146 0.79269343 0.46839868] [ 0.3349018 0.55513134 0.35538214 0.73049485 0.56967547] [ 0.50206652 0.56633019 0.45474458 0.51633562 0.60948052] [ 0.80358927 0.48809396 0.55754132 0.36620102 0.40483969] [ 0.33193937 0.5882983 0.44158721 0.79458572 0.48901424] [ 0.5633937 0.57377595 0.40801177 0.65648092 0.3474459 ] [ 0.6983698 0.45293157 0.46064101 0.31322552 0.29582773] [ 0.51979914 0.55590258 0.52857911 0.54792452 0.34400248] [ 0.20788974 0.69342049 0.43631423 0.72959777 0.58183978] [ 0.72829559 0.46911279 0.60541583 0.49306603 0.36958118] [ 0.55666327 0.42840074 0.55832 0.29940548 0.50784747] [ 0.7826618 0.3469225 0.52271999 0.24990799 0.42738829] [ 0.58949201 0.3960664 0.44252925 0.49562341 0.49092884] Progress: 26.8% ... Training loss: 0.608 ... Validation loss: 1.058[ 0.39200171 0.51812945 0.49587432 0.73286407 0.36417211] [ 0.37201692 0.49965497 0.51815823 0.61143342 0.60562934] [ 0.18205617 0.51992341 0.48353081 0.79852601 0.54754111] [ 0.21572769 0.55019803 0.48451565 0.79199128 0.4440992 ] [ 0.88974581 0.37565229 0.45458747 0.12980477 0.26141734] [ 0.7724971 0.39408735 0.5283295 0.24673346 0.45178524] [ 0.54140995 0.40551929 0.40660015 0.50398724 0.61481901] [ 0.56101589 0.34730917 0.65287247 0.28689662 0.64899037] [ 0.67879088 0.48046825 0.35350522 0.49914936 0.39123139] [ 0.16578316 0.6900484 0.43569552 0.76988818 0.46462469] [ 0.36097274 0.69145263 0.40312216 0.69156187 0.46359268] [ 0.56072426 0.61276288 0.44806513 0.47717612 0.28143739] [ 0.34353611 0.50993049 0.57887329 0.82106263 0.37714755] [ 0.51355404 0.51130167 0.52229087 0.45262267 0.55306167] [ 0.39457903 0.44073178 0.42539639 0.71177105 0.37996818] [ 0.81644255 0.27934843 0.66377118 0.16713551 0.42571814] [ 0.39079701 0.62120972 0.52314152 0.69477161 0.59247177] [ 0.29982242 0.4542912 0.57691661 0.81478509 0.45922819] [ 0.46289584 0.50079399 0.51493186 0.72226605 0.36544871] [ 0.2291285 0.68877871 0.39153921 0.77714068 0.42809737] [ 0.66097562 0.58438818 0.43755116 0.41868286 0.35955522] [ 0.16242656 0.71386687 0.425226 0.78912448 0.51646252] [ 0.15674239 0.57228842 0.43673621 0.81280187 0.4452695 ] [ 0.71739518 0.69318277 0.50751814 0.62024798 0.38235836] [ 0.25404198 0.66667617 0.40996352 0.65922983 0.5715618 ] [ 0.60325096 0.44849386 0.50894779 0.50938503 0.48898123] [ 0.68787009 0.3985717 0.54682808 0.39508119 0.36389168] [ 0.77326268 0.4542735 0.55887134 0.48715207 0.38858638] [ 0.53825512 0.44362388 0.67599418 0.52134318 0.49506215] [ 0.23065042 0.50866026 0.53677724 0.64986813 0.58073328] [ 0.20480308 0.64418136 0.42844043 0.81367938 0.47221061] [ 0.51519941 0.35082148 0.50872043 0.6145691 0.50664393] [ 0.37792262 0.68850851 0.49485178 0.69722194 0.5321866 ] [ 0.64587636 0.40896485 0.66642115 0.42050598 0.45116162] [ 0.25140385 0.43386359 0.34538144 0.82801055 0.41799836] [ 0.76265037 0.3777515 0.51392746 0.38950687 0.41428802] [ 0.48330685 0.49822069 0.39874171 0.58358017 0.38879788] [ 0.15820845 0.66180776 0.48893811 0.84980149 0.62259177] [ 0.32524254 0.57786183 0.44911547 0.73413489 0.46792909] [ 0.6026826 0.53645628 0.38506128 0.43996332 0.40507074] [ 0.28851836 0.49919689 0.51198632 0.58767591 0.56056665] [ 0.20997033 0.42593287 0.45682008 0.80810121 0.45741552] [ 0.66665571 0.27495948 0.45935633 0.38001623 0.4211851 ] [ 0.12084068 0.56202584 0.46673201 0.83731385 0.60015562] [ 0.36570661 0.45382101 0.53423733 0.5609144 0.53787041] [ 0.71399885 0.44879654 0.50085562 0.36415294 0.37071911] [ 0.75954937 0.35422433 0.57534667 0.31229905 0.3642772 ] [ 0.55460543 0.52316373 0.64410244 0.58067455 0.42751458] [ 0.12086706 0.6134015 0.45160302 0.87292397 0.61173134] [ 0.34438666 0.63187723 0.46400946 0.52530431 0.61165469] [ 0.11830266 0.68159895 0.3661401 0.91043474 0.56836774] [ 0.81598335 0.41239233 0.4304689 0.42200047 0.42095278] [ 0.17970836 0.64162282 0.54493687 0.90828927 0.49409098] [ 0.74539148 0.56519773 0.56898479 0.45851773 0.36592991] [ 0.54908222 0.4109258 0.59732137 0.73248175 0.40137618] [ 0.49462776 0.37907741 0.51510255 0.51620084 0.61385621] [ 0.65405589 0.46673394 0.67576199 0.37649157 0.45441194] [ 0.21271881 0.61655767 0.5029213 0.80320744 0.43930813] [ 0.61369079 0.42034118 0.31883832 0.62027512 0.36147761] [ 0.56898309 0.46502093 0.41483743 0.33407941 0.35076867] [ 0.57131699 0.55413836 0.41290181 0.38416777 0.54716228] [ 0.34574177 0.65287451 0.37120913 0.70346437 0.55096392] [ 0.52820669 0.56684161 0.42463555 0.40051313 0.42850361] [ 0.73968118 0.35170214 0.53843101 0.27838556 0.34343654] [ 0.52878781 0.5441971 0.43267012 0.39721363 0.4797964 ] [ 0.24653656 0.58931475 0.58433865 0.83615403 0.52734468] [ 0.33447515 0.60682907 0.48061987 0.85807845 0.38201897] [ 0.40362318 0.65141304 0.52290705 0.77974744 0.55162893] [ 0.77286296 0.33803069 0.61489085 0.35170462 0.43062183] [ 0.83306303 0.47397679 0.46398356 0.42033668 0.39047234] [ 0.15405537 0.55202559 0.48097602 0.79266928 0.46843742] [ 0.17201899 0.76874918 0.38812786 0.80382071 0.59208198] [ 0.44092206 0.62508111 0.48987388 0.63068066 0.4877262 ] [ 0.36157463 0.5298219 0.51716737 0.58369548 0.5513249 ] [ 0.18251893 0.7280805 0.26331108 0.89506493 0.55977486] [ 0.64257575 0.38505307 0.64314097 0.36228752 0.54183555] [ 0.17894569 0.64614745 0.41746181 0.87627855 0.53655093] [ 0.77279372 0.4496168 0.54029689 0.1868891 0.46719414] [ 0.18887415 0.48219018 0.55251962 0.82086167 0.53134578] [ 0.73845162 0.33608153 0.40130348 0.32644736 0.46777221] [ 0.72745252 0.42316589 0.4207399 0.29234094 0.36763152] [ 0.74291502 0.37530293 0.47921379 0.19503168 0.28466519] [ 0.62092164 0.52859718 0.46292554 0.48133889 0.42996766] [ 0.6743034 0.39242718 0.44581163 0.4385689 0.36404811] [ 0.27685475 0.50994532 0.4141941 0.80702141 0.47283392] [ 0.50872411 0.53623578 0.56304066 0.66214227 0.50580338] [ 0.71659559 0.3408882 0.63996394 0.27474454 0.41261454] [ 0.75674046 0.46118475 0.50456007 0.29314676 0.34243161] [ 0.59701683 0.30709528 0.58304488 0.33492293 0.47925348] [ 0.65119923 0.47211055 0.43466479 0.42295442 0.35383696] [ 0.18660648 0.65453236 0.46317038 0.92021953 0.56966432] [ 0.74947678 0.48829303 0.4295571 0.40154612 0.382497 ] [ 0.16735725 0.5269775 0.43206526 0.8651647 0.61400758] [ 0.2362649 0.55415869 0.48519774 0.77209465 0.41944095] [ 0.79950724 0.29483937 0.50001489 0.19741973 0.35195441] [ 0.8521 0.49755191 0.51130417 0.28759218 0.40063726] [ 0.45528814 0.35755535 0.55742875 0.69460987 0.45414728] [ 0.67940006 0.3859978 0.54368966 0.39087349 0.51206972] [ 0.83744706 0.46858186 0.39110871 0.34788872 0.33274566] [ 0.14023674 0.47077721 0.37211889 0.86246615 0.49637402] [ 0.38691743 0.67286583 0.4337564 0.71266733 0.44656259] [ 0.79390652 0.36747086 0.57624967 0.32652157 0.44114417] [ 0.57453136 0.48288461 0.56506637 0.71216843 0.43759965] [ 0.69402766 0.42692837 0.42622006 0.46613634 0.54639389] [ 0.14936774 0.69346351 0.41954779 0.76233892 0.50208686] [ 0.26404463 0.5099617 0.42986283 0.75880804 0.60445813] [ 0.1454458 0.56029261 0.4619339 0.81221086 0.50727441] [ 0.33105457 0.50415868 0.57353541 0.71811336 0.49772112] [ 0.78326251 0.40345122 0.47322433 0.22169162 0.3376914 ] [ 0.56701112 0.51841544 0.49153749 0.45683864 0.59875177] [ 0.63234797 0.4201048 0.45311948 0.40953944 0.33267359] [ 0.2944383 0.59042101 0.5785471 0.79360079 0.52175948] [ 0.63878715 0.440008 0.63074036 0.43905961 0.43506052] [ 0.72583899 0.41318379 0.57619795 0.29709019 0.43419089] [ 0.38465336 0.63055111 0.42484723 0.65640983 0.40034073] [ 0.39950985 0.48322554 0.52374461 0.61557835 0.48096647] [ 0.45807534 0.60716657 0.39800501 0.79391851 0.51106564] [ 0.78637314 0.43994991 0.48854783 0.29325511 0.32194791] [ 0.49767363 0.59597922 0.45881701 0.63381319 0.36514068] [ 0.63655187 0.4215192 0.61848281 0.41760449 0.33839025] [ 0.41177567 0.64015807 0.41626414 0.56487215 0.42835803] [ 0.81644255 0.27934843 0.66377118 0.16713551 0.42571814] [ 0.27898994 0.51452833 0.51202583 0.82843327 0.57011049] [ 0.53752803 0.59277645 0.56253916 0.67417424 0.47069324] [ 0.24439588 0.57826127 0.57609899 0.70828812 0.67012206] [ 0.7610245 0.46212365 0.62239345 0.26187766 0.4365973 ] [ 0.51916497 0.51888535 0.46720324 0.58909549 0.41037817] [ 0.22379683 0.46592633 0.44764901 0.79983806 0.54677041] Progress: 26.9% ... Training loss: 0.608 ... Validation loss: 1.052[ 0.28802283 0.43738432 0.34089815 0.64031894 0.52708451] [ 0.32136926 0.58451582 0.5353965 0.55784076 0.42648211] [ 0.73176391 0.63027036 0.52742294 0.4755251 0.39185876] [ 0.59951476 0.42955912 0.63373797 0.63026056 0.46919229] [ 0.35283198 0.61026634 0.31882618 0.55115701 0.40328487] [ 0.82460633 0.32371922 0.65089137 0.1806481 0.34946188] [ 0.39060746 0.62134613 0.52307852 0.69488585 0.59254407] [ 0.39470526 0.61117 0.57897337 0.69463435 0.5932214 ] [ 0.39137908 0.51450101 0.45932824 0.57945346 0.46886984] [ 0.40248706 0.48612524 0.50055564 0.71206097 0.51549121] [ 0.52589833 0.5935108 0.58107921 0.5189209 0.53103315] [ 0.40170622 0.57167073 0.34733174 0.62850704 0.32520153] [ 0.62604516 0.45241676 0.47421034 0.33693247 0.40303861] [ 0.66080968 0.36768868 0.56675021 0.46037778 0.3892578 ] [ 0.27986254 0.6748898 0.44064229 0.90501498 0.43672589] [ 0.53149269 0.55105121 0.42181052 0.50492428 0.42011696] [ 0.77594079 0.39704297 0.58846432 0.30614095 0.40703617] [ 0.19636635 0.59581747 0.41281363 0.76811464 0.43046271] [ 0.59105159 0.51079839 0.56768564 0.51960149 0.46560797] [ 0.71206927 0.40131458 0.53974335 0.39199205 0.50678067] [ 0.62446846 0.44487174 0.5235147 0.44146685 0.54937902] [ 0.06675734 0.59754128 0.52454791 0.94672598 0.57454803] [ 0.33740005 0.4126051 0.52572183 0.75430943 0.34444283] [ 0.72886549 0.41226851 0.559109 0.38423448 0.42668088] [ 0.50613521 0.42134177 0.52651816 0.54458244 0.30772354] [ 0.11206059 0.46118194 0.44140174 0.8555033 0.61621868] [ 0.46329253 0.61961656 0.39832078 0.46820325 0.37744787] [ 0.63244262 0.46444006 0.39800491 0.48993899 0.34121892] [ 0.48967463 0.39879072 0.4539251 0.7471453 0.37810805] [ 0.20456973 0.55404176 0.56267282 0.81049431 0.62161103] [ 0.61802198 0.5018298 0.50938677 0.40580252 0.30779198] [ 0.58089655 0.50946335 0.63163611 0.40367127 0.48810489] [ 0.20743564 0.56952314 0.46857885 0.82497505 0.50623672] [ 0.56777752 0.55776812 0.48619282 0.68018259 0.51981225] [ 0.19722764 0.53625569 0.53621325 0.77262338 0.54610147] [ 0.32656585 0.56653705 0.47048512 0.68914388 0.45121384] [ 0.8714204 0.38328299 0.40002666 0.27295899 0.37922602] [ 0.7801178 0.45485772 0.58046706 0.35205475 0.34760587] [ 0.30703952 0.66712572 0.37834763 0.73896763 0.53555594] [ 0.53578094 0.5685329 0.51295802 0.5141044 0.39241491] [ 0.33414439 0.46678364 0.39941213 0.54870999 0.69718212] [ 0.74694562 0.48628885 0.28633879 0.5161147 0.34562219] [ 0.54696154 0.47796271 0.52231164 0.72080243 0.43619586] [ 0.54246292 0.45472442 0.55900336 0.63173577 0.47087183] [ 0.85050685 0.43845722 0.54828572 0.17516044 0.39308114] [ 0.19150385 0.5624143 0.59397449 0.78139484 0.54995355] [ 0.56511151 0.4123025 0.52910229 0.39698584 0.44002124] [ 0.60322665 0.53303785 0.3802155 0.65768019 0.43706531] [ 0.23991365 0.583669 0.45107169 0.7961321 0.45926388] [ 0.25388035 0.59971628 0.48348368 0.67538998 0.40042552] [ 0.6664502 0.3076922 0.53255854 0.4085738 0.48272234] [ 0.52781935 0.56586709 0.50569963 0.49215825 0.31434309] [ 0.63254176 0.70256059 0.32565264 0.65491538 0.37121531] [ 0.39228783 0.50271106 0.45103793 0.53666323 0.60514333] [ 0.34775641 0.48133332 0.49626216 0.48316445 0.49724818] [ 0.63430533 0.39194157 0.59642182 0.35445119 0.51336394] [ 0.12857223 0.65118658 0.34451529 0.91457806 0.47215958] [ 0.73613747 0.44090818 0.66826487 0.40540089 0.44987061] [ 0.17047612 0.63661141 0.37543073 0.9211133 0.41547114] [ 0.61670805 0.38969777 0.5269452 0.45597756 0.5427231 ] [ 0.83011762 0.44516957 0.49742885 0.28193385 0.27912062] [ 0.45350041 0.48594053 0.56045626 0.64867175 0.37288598] [ 0.440856 0.4713108 0.44285665 0.41148741 0.50286158] [ 0.50149578 0.41702253 0.52019943 0.6413659 0.49547527] [ 0.390001 0.50865139 0.52103732 0.54043933 0.51895615] [ 0.46182125 0.64013729 0.3329716 0.69360702 0.49080316] [ 0.33535021 0.59658671 0.39811857 0.800791 0.37459805] [ 0.19998117 0.57055549 0.49609207 0.87652233 0.64899917] [ 0.49594573 0.52316232 0.44600518 0.73540425 0.3557128 ] [ 0.68469254 0.51667106 0.4167998 0.45605989 0.33224558] [ 0.78376468 0.41048568 0.5579205 0.35162155 0.47621562] [ 0.27431437 0.70487638 0.38981011 0.81053177 0.44837404] [ 0.80505926 0.3652624 0.48444394 0.13928623 0.42347809] [ 0.71391468 0.40386207 0.373846 0.4964461 0.46894382] [ 0.13296629 0.64194284 0.29978514 0.93168836 0.46540902] [ 0.63544998 0.54787427 0.41581797 0.36662879 0.45298768] [ 0.51149211 0.54806213 0.41482362 0.51387697 0.40755778] [ 0.10497953 0.51186634 0.51046708 0.87901209 0.65286206] [ 0.83755162 0.41367533 0.54534823 0.19640299 0.40458845] [ 0.32831595 0.56784399 0.45742639 0.69814943 0.40535973] [ 0.75352366 0.4644834 0.32011378 0.2638433 0.31616384] [ 0.29986912 0.61075762 0.50210726 0.6851818 0.61008645] [ 0.94105626 0.41789982 0.5422974 0.08102982 0.32033688] [ 0.55499301 0.57852229 0.54261601 0.52541043 0.33712762] [ 0.65639713 0.42538285 0.60983064 0.37533496 0.46095388] [ 0.51506236 0.40141005 0.41123771 0.52030065 0.34944677] [ 0.08226949 0.46511413 0.43626544 0.94160386 0.61699682] [ 0.47819476 0.53521054 0.45828231 0.73091476 0.35150013] [ 0.48576733 0.56955661 0.40375729 0.67415397 0.47022313] [ 0.38694713 0.53375831 0.56771672 0.70787741 0.57427438] [ 0.18615652 0.65487407 0.46300206 0.92036093 0.56984457] [ 0.89022675 0.47541003 0.46361929 0.19926647 0.39296585] [ 0.20046254 0.5076821 0.43374294 0.85894529 0.60555573] [ 0.66949495 0.33094514 0.47867891 0.35451439 0.45871248] [ 0.81855818 0.42048194 0.66023821 0.31288443 0.4363463 ] [ 0.48342593 0.52897209 0.38209366 0.53910516 0.41937314] [ 0.406304 0.45696763 0.47931457 0.64926917 0.33936324] [ 0.36449474 0.45436101 0.53399737 0.56167147 0.53808578] [ 0.28081621 0.67963316 0.43171968 0.75244969 0.5378465 ] [ 0.21842122 0.50984242 0.4670812 0.75380917 0.452957 ] [ 0.36456829 0.53822309 0.57331221 0.75992134 0.50884841] [ 0.25249974 0.64034963 0.40348174 0.73093748 0.50522143] [ 0.50519345 0.34641931 0.7496296 0.55762735 0.43609184] [ 0.12663172 0.65375326 0.35018233 0.83219306 0.58601564] [ 0.78529606 0.42431585 0.54777904 0.26828766 0.45632598] [ 0.24680651 0.43900947 0.40639391 0.80958634 0.46802594] [ 0.36097637 0.5079206 0.66395166 0.77937638 0.49121224] [ 0.47085361 0.61268905 0.50025968 0.47400635 0.4940882 ] [ 0.50370868 0.40120835 0.44695259 0.66116076 0.54520048] [ 0.396421 0.58628924 0.49385015 0.50184581 0.40348939] [ 0.75456256 0.32423926 0.56590313 0.2585105 0.39376281] [ 0.33386771 0.62081537 0.30618034 0.77664355 0.55549242] [ 0.32542192 0.56286885 0.36019581 0.66361423 0.48643567] [ 0.33352622 0.55890706 0.4100105 0.73976203 0.55237307] [ 0.1865579 0.53846694 0.42211219 0.87336734 0.42931299] [ 0.14424396 0.61097444 0.51049134 0.82086175 0.66684497] [ 0.57807787 0.62674407 0.39219818 0.51308378 0.36577935] [ 0.74457951 0.58752726 0.39936811 0.43619698 0.40790303] [ 0.33510438 0.57295398 0.33403411 0.71356389 0.37464638] [ 0.72498184 0.363486 0.5245897 0.32844102 0.46883761] [ 0.34797197 0.61538414 0.50567894 0.57427091 0.56663036] [ 0.37236939 0.43504897 0.36355961 0.64685141 0.41229923] [ 0.36740157 0.60910711 0.45143886 0.62995011 0.45846124] [ 0.44661392 0.40204581 0.43805463 0.45761743 0.58518308] [ 0.22408248 0.48093877 0.32452449 0.84615693 0.55644329] [ 0.19149887 0.60158606 0.48782728 0.88617126 0.52182773] [ 0.47447985 0.40373633 0.58618049 0.53184544 0.52102703] [ 0.27937346 0.51521458 0.4778989 0.9179008 0.54707135] Progress: 26.9% ... Training loss: 0.607 ... Validation loss: 1.053[ 0.42060282 0.58560483 0.39137269 0.69220433 0.37683833] [ 0.17699798 0.67109857 0.28815672 0.80977225 0.57922724] [ 0.22490934 0.57857339 0.61185028 0.70217027 0.6934399 ] [ 0.19468293 0.56292378 0.44900966 0.67028372 0.47082482] [ 0.37246164 0.49127047 0.60710615 0.78643527 0.59573942] [ 0.29311734 0.41376533 0.64588589 0.75952603 0.57473364] [ 0.6984681 0.51861848 0.48468031 0.27763046 0.30925262] [ 0.67635283 0.47752125 0.55659009 0.4175721 0.34242329] [ 0.70099379 0.39839497 0.61255063 0.24422379 0.43955094] [ 0.25305534 0.63968952 0.41898429 0.82887373 0.57525306] [ 0.25897029 0.50601364 0.3296455 0.85628333 0.37563976] [ 0.47278226 0.59675071 0.36019781 0.62456447 0.38179069] [ 0.22285945 0.72097404 0.25011875 0.87009086 0.52309377] [ 0.64839346 0.4584086 0.49439921 0.18533877 0.37964177] [ 0.76335093 0.47739241 0.46864862 0.33619919 0.44016941] [ 0.39614162 0.49074754 0.52168753 0.70901613 0.4556092 ] [ 0.43674968 0.5706722 0.58136452 0.70421826 0.46770384] [ 0.39484883 0.5952951 0.45726749 0.72170127 0.47235992] [ 0.7853967 0.29452348 0.64869723 0.23083957 0.4595302 ] [ 0.32197429 0.46630017 0.58022906 0.80667407 0.52394373] [ 0.73221459 0.38536565 0.68495427 0.36833883 0.40174822] [ 0.26647375 0.65483326 0.47212347 0.82211531 0.47077966] [ 0.50878881 0.5859712 0.32035835 0.46836554 0.32353259] [ 0.68384933 0.39747232 0.4697322 0.47626191 0.35897233] [ 0.84175932 0.44293852 0.59955128 0.19815476 0.42511378] [ 0.28991387 0.61311317 0.47114272 0.83039722 0.36823366] [ 0.52570854 0.52963101 0.49646146 0.62420631 0.41048676] [ 0.52509415 0.43851154 0.56645576 0.38720791 0.48875801] [ 0.18521913 0.58911473 0.35783399 0.85769215 0.51803941] [ 0.80818512 0.35624584 0.65308345 0.1925856 0.49802895] [ 0.48746481 0.55927789 0.38414568 0.66449863 0.60795194] [ 0.48195844 0.52307142 0.5041797 0.51241699 0.56737326] [ 0.39969236 0.63907247 0.3748664 0.8274081 0.48993021] [ 0.5916172 0.49571733 0.450841 0.58919073 0.47635654] [ 0.26714229 0.59987269 0.51569318 0.85932188 0.49756907] [ 0.4721763 0.4963774 0.42002733 0.5218014 0.42951138] [ 0.51312153 0.50934501 0.42001365 0.42202762 0.44166114] [ 0.57345811 0.40306401 0.43235907 0.48294999 0.39318932] [ 0.77713942 0.41078421 0.5820629 0.16384276 0.49821763] [ 0.16441439 0.61308237 0.46175933 0.91211538 0.52779407] [ 0.30338987 0.4212964 0.55495588 0.68286941 0.41746357] [ 0.78632289 0.40219245 0.55381163 0.23707202 0.38897492] [ 0.33886671 0.54381009 0.49669407 0.66018106 0.57376358] [ 0.6549642 0.49748097 0.47914571 0.50481233 0.39645057] [ 0.20118987 0.62029287 0.40891714 0.6162746 0.50417998] [ 0.41336229 0.46573547 0.61772569 0.67858653 0.51999853] [ 0.38317462 0.42279411 0.58841371 0.7457984 0.37305767] [ 0.46699918 0.52127836 0.52040399 0.44809014 0.5668154 ] [ 0.2401961 0.65304866 0.40805546 0.54794028 0.64961281] [ 0.37308325 0.57757544 0.4144717 0.70502445 0.40425447] [ 0.84855138 0.39954367 0.48131849 0.32589044 0.31637477] [ 0.44961053 0.47349578 0.4328772 0.56574749 0.49691714] [ 0.52275707 0.50772664 0.48341825 0.32652852 0.3672223 ] [ 0.71348773 0.44893955 0.50079678 0.36449588 0.37074106] [ 0.53922091 0.61276652 0.36357839 0.54846972 0.3572253 ] [ 0.5644322 0.46981991 0.54903398 0.71620485 0.40283557] [ 0.62046873 0.55831901 0.64677586 0.5010242 0.37572533] [ 0.24448091 0.49879135 0.45342114 0.87173326 0.51399524] [ 0.59299595 0.51157699 0.63451406 0.67517684 0.44463293] [ 0.71381557 0.34319388 0.67222258 0.40831425 0.41352877] [ 0.34011167 0.56846717 0.46046911 0.68412832 0.52506484] [ 0.78621002 0.51530632 0.56586172 0.32045993 0.44479297] [ 0.5746005 0.38858362 0.38588257 0.50431381 0.44519714] [ 0.80721935 0.42272892 0.3971747 0.245121 0.33889224] [ 0.19768239 0.65917107 0.40210026 0.60782025 0.57613767] [ 0.60606758 0.41114259 0.46837575 0.38943406 0.37974458] [ 0.7095972 0.38282543 0.60250369 0.26252327 0.33246355] [ 0.54868767 0.47861947 0.4124514 0.43158304 0.53100842] [ 0.41291745 0.47256472 0.42954357 0.49122804 0.53421757] [ 0.75045019 0.46525768 0.50404145 0.27964368 0.41234348] [ 0.79388201 0.35854029 0.45278691 0.28214437 0.39238115] [ 0.78761463 0.36288916 0.6290201 0.19896688 0.43625953] [ 0.60071141 0.44493884 0.51301444 0.67685844 0.34618988] [ 0.75087137 0.40078277 0.58432862 0.23910033 0.37012897] [ 0.38114649 0.62675719 0.48965694 0.74437729 0.44833906] [ 0.48263101 0.48445805 0.49045868 0.55513171 0.49246681] [ 0.62915659 0.48277111 0.60935803 0.37167072 0.4528985 ] [ 0.16231852 0.67304663 0.53311209 0.76273185 0.62877654] [ 0.38576882 0.392048 0.51666657 0.70300429 0.35861792] [ 0.33191183 0.63645532 0.47753852 0.68490052 0.59627734] [ 0.12315396 0.68388067 0.39561657 0.84593619 0.44872806] [ 0.6877962 0.51209723 0.43506938 0.24252565 0.35682936] [ 0.34233715 0.59315302 0.46095539 0.7365569 0.61558034] [ 0.82089324 0.39788605 0.58531601 0.19418833 0.38092728] [ 0.38797807 0.54303686 0.39155248 0.47654946 0.44978889] [ 0.47780777 0.65206789 0.53584906 0.6376343 0.45549751] [ 0.18730287 0.64128848 0.46725183 0.77920302 0.5282717 ] [ 0.65236952 0.42819756 0.46265998 0.41062418 0.31402355] [ 0.29451546 0.7128641 0.53085005 0.77763223 0.49762562] [ 0.70374007 0.34222876 0.55704344 0.28272099 0.46124493] [ 0.37038911 0.61121014 0.53612752 0.85940023 0.50744498] [ 0.20061089 0.56501202 0.45800401 0.88819638 0.65783467] [ 0.32688979 0.40341734 0.54604504 0.69497248 0.41717086] [ 0.54996335 0.34474825 0.62841376 0.59036573 0.47703338] [ 0.83670173 0.40907237 0.56174315 0.27066492 0.35303658] [ 0.26889377 0.44380212 0.50876955 0.80059979 0.41651959] [ 0.45168849 0.50378479 0.52285766 0.76465045 0.35110812] [ 0.54577814 0.5192289 0.45450829 0.46205113 0.46881762] [ 0.53049973 0.3913865 0.52191004 0.62360306 0.33803236] [ 0.2942292 0.55916738 0.52092051 0.83610196 0.52814708] [ 0.6694178 0.3308899 0.4787022 0.35459242 0.45868215] [ 0.77755931 0.34682886 0.43927051 0.19960802 0.36945095] [ 0.29067099 0.58017732 0.48602263 0.80865682 0.65256599] [ 0.83695488 0.45957096 0.57127361 0.14393595 0.45240995] [ 0.81627772 0.4594738 0.30669655 0.33817855 0.32756617] [ 0.38713853 0.48785348 0.52494697 0.53734307 0.38501682] [ 0.77589309 0.4784291 0.54118144 0.21010361 0.43949138] [ 0.21028968 0.58102556 0.33264081 0.75826582 0.49881886] [ 0.45757149 0.53714319 0.36734821 0.75594573 0.28305869] [ 0.37752411 0.60407184 0.30225871 0.67248315 0.51531336] [ 0.69650212 0.48832908 0.55971481 0.16317298 0.50260679] [ 0.33183546 0.56879998 0.56804206 0.59465962 0.61602172] [ 0.47352238 0.4444528 0.57452408 0.39349107 0.4190091 ] [ 0.69885752 0.33059411 0.59333391 0.22426961 0.36183062] [ 0.46611889 0.49111792 0.47847739 0.50868329 0.42999349] [ 0.1630529 0.63754933 0.41987757 0.86089527 0.58141061] [ 0.27008358 0.51730741 0.46447051 0.78810857 0.46520935] [ 0.49706213 0.47227301 0.44803385 0.66468336 0.51253438] [ 0.36471795 0.52788066 0.49746972 0.84515528 0.44978816] [ 0.68259403 0.40958732 0.4544326 0.44109529 0.37011151] [ 0.23332478 0.57912071 0.55169509 0.78459524 0.40662151] [ 0.14917693 0.45925894 0.39880664 0.77383184 0.55479573] [ 0.20777176 0.68584102 0.41473358 0.73913692 0.47089141] [ 0.20808596 0.54391087 0.49519791 0.83323739 0.62130537] [ 0.2908461 0.5681991 0.5103365 0.77485607 0.51720187] [ 0.58652299 0.37003578 0.42804926 0.3973716 0.39786524] [ 0.67152499 0.56225579 0.40090187 0.60973144 0.51592354] [ 0.38727548 0.62116248 0.42505206 0.58943682 0.68943237] Progress: 26.9% ... Training loss: 0.607 ... Validation loss: 1.048[ 0.46033382 0.52473843 0.56212405 0.69713272 0.33046475] [ 0.63124055 0.45533352 0.5454991 0.31353131 0.44236888] [ 0.24970368 0.6230245 0.37735801 0.82308928 0.52222654] [ 0.48846464 0.61170584 0.41026842 0.60804999 0.42689547] [ 0.44303656 0.61048372 0.50118716 0.70254753 0.58702864] [ 0.49588921 0.60083181 0.35299464 0.74403854 0.39963027] [ 0.38650034 0.54942299 0.48132472 0.51714363 0.51470721] [ 0.2629626 0.57015365 0.60958664 0.80675153 0.51557902] [ 0.62673843 0.45888379 0.33175782 0.47954166 0.37721322] [ 0.44083987 0.62520577 0.48981612 0.63076067 0.48778105] [ 0.55826919 0.53904471 0.45488442 0.52275769 0.47645922] [ 0.73485532 0.41075425 0.32930195 0.42849316 0.38896927] [ 0.4460007 0.58348335 0.47833742 0.63607332 0.57396648] [ 0.53184565 0.30880388 0.54056874 0.73000186 0.39940467] [ 0.44116442 0.52320304 0.45317544 0.78124608 0.40847074] [ 0.58466183 0.55931552 0.36009324 0.57772606 0.41115145] [ 0.59161774 0.53116981 0.51396301 0.48534251 0.48743385] [ 0.24485307 0.47682971 0.55145097 0.80463865 0.55232415] [ 0.23266474 0.56158325 0.54544162 0.79829243 0.56292032] [ 0.14165121 0.69530442 0.29437492 0.81574803 0.57762893] [ 0.32255909 0.71116722 0.39229196 0.82002497 0.48651331] [ 0.58600309 0.54717885 0.41956385 0.68973914 0.51221505] [ 0.62848872 0.58083834 0.41462423 0.45443421 0.32235824] [ 0.21505135 0.63916447 0.42811266 0.867017 0.3953047 ] [ 0.24410025 0.71978512 0.41687499 0.82458989 0.50673009] [ 0.46775022 0.44374903 0.46646144 0.62335538 0.40757872] [ 0.65124985 0.5250725 0.43126027 0.43854079 0.41149627] [ 0.81354834 0.62682599 0.45244478 0.26830302 0.42791816] [ 0.26412918 0.63938797 0.38518472 0.81124525 0.42415331] [ 0.32655835 0.44468304 0.49072772 0.80215493 0.58566371] [ 0.49171062 0.39167737 0.551384 0.71174033 0.43772624] [ 0.34438399 0.52217258 0.45104741 0.62437592 0.58860448] [ 0.1212468 0.59403447 0.37654667 0.93243825 0.51073836] [ 0.59415936 0.61370936 0.46143342 0.5200639 0.48767459] [ 0.68060787 0.45185299 0.63659402 0.59027832 0.41544006] [ 0.57016471 0.41404089 0.55664593 0.43142311 0.61865448] [ 0.7231754 0.43797807 0.37847721 0.34949328 0.31480675] [ 0.59426926 0.39129701 0.58153746 0.26319769 0.56474242] [ 0.7990172 0.401071 0.63969292 0.33637753 0.41708963] [ 0.43152808 0.49405634 0.46090975 0.53019696 0.33707604] [ 0.23218597 0.60984194 0.52317935 0.71634166 0.52907438] [ 0.62928029 0.42164992 0.54345857 0.36864702 0.29425006] [ 0.68370674 0.49084311 0.42840392 0.42455801 0.38143036] [ 0.85779996 0.35493808 0.60687107 0.21748861 0.39502216] [ 0.65275333 0.41597964 0.49642038 0.42791037 0.58880564] [ 0.43066251 0.52193281 0.48131458 0.72939178 0.41108164] [ 0.49424997 0.44351378 0.28382476 0.51230529 0.45133353] [ 0.86047814 0.52159443 0.44569647 0.30544259 0.30825216] [ 0.52363208 0.53860959 0.44649814 0.51852722 0.49554433] [ 0.65091365 0.53971411 0.33016255 0.32248984 0.34524551] [ 0.86064006 0.37579293 0.51699511 0.1255461 0.37727106] [ 0.68921714 0.50734614 0.47214008 0.33974922 0.43479574] [ 0.35225876 0.59733332 0.43041743 0.6736481 0.37322892] [ 0.75133642 0.40381648 0.4779478 0.26822627 0.44276568] [ 0.35064535 0.4899617 0.60232264 0.57485287 0.6732481 ] [ 0.17426804 0.57914301 0.41838131 0.75081478 0.59317894] [ 0.24723071 0.53586131 0.41671107 0.80618185 0.52175306] [ 0.46566233 0.4838134 0.36443978 0.58142402 0.43578059] [ 0.6209556 0.50790643 0.58539863 0.55774248 0.46741052] [ 0.1449335 0.6361006 0.49046681 0.84435344 0.58138452] [ 0.83158184 0.41803586 0.52156019 0.19405453 0.36467547] [ 0.57615545 0.4750018 0.40706086 0.3671609 0.4874117 ] [ 0.09703934 0.63432695 0.35627161 0.91314885 0.51943097] [ 0.53677152 0.4434317 0.62090519 0.52305819 0.56290011] [ 0.43215119 0.49226316 0.43262356 0.59727595 0.51871615] [ 0.51131644 0.55244349 0.41633673 0.64575105 0.50845701] [ 0.71740295 0.57000652 0.26716313 0.52706795 0.4012326 ] [ 0.72647364 0.39325579 0.44158219 0.42448404 0.47401026] [ 0.87685464 0.38855664 0.49379528 0.16969062 0.35572729] [ 0.45380087 0.70596322 0.2362726 0.71476718 0.4450318 ] [ 0.72230258 0.38838721 0.52515488 0.25016065 0.43677354] [ 0.55503092 0.63188878 0.54662761 0.64986748 0.41019571] [ 0.85710715 0.41650919 0.57199445 0.17187411 0.38026251] [ 0.5207544 0.40357995 0.47879083 0.67802066 0.53281608] [ 0.34821197 0.4662779 0.51643194 0.75069526 0.3499439 ] [ 0.74871493 0.46700796 0.49700161 0.28298434 0.49888031] [ 0.42014317 0.46348092 0.47567476 0.50256613 0.56680391] [ 0.27853986 0.68018531 0.39673168 0.61998716 0.43396446] [ 0.48604147 0.45948136 0.5172294 0.61535486 0.46174728] [ 0.68084407 0.4539863 0.55991384 0.39270358 0.46010877] [ 0.61880565 0.58903172 0.41305499 0.69529835 0.4293817 ] [ 0.35209707 0.63946438 0.37687677 0.86328117 0.58777356] [ 0.64026151 0.53434111 0.5762076 0.44064559 0.49757736] [ 0.71810176 0.38955474 0.49659026 0.24531565 0.48793619] [ 0.55414103 0.56970848 0.53829808 0.55344031 0.52216874] [ 0.72364236 0.36413732 0.5177173 0.30588315 0.37462931] [ 0.34069021 0.50912084 0.52365148 0.74375793 0.64222324] [ 0.56334827 0.4328196 0.57071741 0.39071281 0.46120335] [ 0.17409605 0.620421 0.49212008 0.84957147 0.54362743] [ 0.63236279 0.45496741 0.47406449 0.33314411 0.38613739] [ 0.64346253 0.41398581 0.5833858 0.39932481 0.54502049] [ 0.59680803 0.62755668 0.49115931 0.57438994 0.36160055] [ 0.4913868 0.4238321 0.58748353 0.64790122 0.46548319] [ 0.58784157 0.43685884 0.55397672 0.42082934 0.46644538] [ 0.79454361 0.34658017 0.52934335 0.19091376 0.43913467] [ 0.19371923 0.68225404 0.37663547 0.84385699 0.49313499] [ 0.66543107 0.52026643 0.46740094 0.50334971 0.36723871] [ 0.14182917 0.67882853 0.44081302 0.80591668 0.55872407] [ 0.48323321 0.47894532 0.47511439 0.63222315 0.3764932 ] [ 0.9139061 0.30102245 0.59571129 0.12514239 0.32114396] [ 0.39573105 0.50226646 0.6527063 0.83964861 0.43391351] [ 0.51800515 0.55881655 0.50946967 0.56199379 0.38333485] [ 0.62617266 0.45966177 0.49435985 0.47539419 0.52521475] [ 0.36053001 0.55935034 0.38776377 0.81480442 0.59016142] [ 0.2161107 0.55053323 0.48437057 0.79190106 0.44428295] [ 0.82418454 0.31734865 0.67048487 0.1684003 0.44355212] [ 0.28233602 0.51673872 0.539818 0.76375716 0.46206283] [ 0.68000554 0.58959823 0.38050704 0.58123768 0.5021614 ] [ 0.71364256 0.42750407 0.37941275 0.36958416 0.31715861] [ 0.48538708 0.56651335 0.54535869 0.27361053 0.44222451] [ 0.5427209 0.51920298 0.46695809 0.51981607 0.37155864] [ 0.26881585 0.54980059 0.35976749 0.82674373 0.51487115] [ 0.54977911 0.5037285 0.37672366 0.63161287 0.362213 ] [ 0.39366244 0.44130113 0.42514109 0.71234027 0.38017414] [ 0.20325335 0.5786745 0.53227627 0.87663693 0.58939344] [ 0.47691553 0.35363051 0.48903999 0.54127858 0.63531066] [ 0.47266998 0.51692654 0.37199528 0.61621381 0.39479376] [ 0.73841108 0.39982167 0.55554732 0.48762526 0.33534676] [ 0.69881551 0.57366207 0.42580178 0.58633629 0.39373415] [ 0.84653179 0.38412203 0.47714914 0.34472333 0.38641288] [ 0.73790369 0.52026198 0.50243113 0.32775928 0.51936618] [ 0.24671565 0.49917039 0.53505235 0.7315241 0.43814674] [ 0.52486587 0.50217719 0.54095709 0.56683799 0.53253899] [ 0.2616688 0.69432723 0.51268935 0.83083091 0.57659163] [ 0.86911524 0.39108373 0.44569605 0.16824526 0.3039386 ] [ 0.83645218 0.42549494 0.50657243 0.23942182 0.27210635] [ 0.71911999 0.52568142 0.4091691 0.44200818 0.44378449] [ 0.75963682 0.42657971 0.52919446 0.22690788 0.3782394 ] Progress: 27.0% ... Training loss: 0.607 ... Validation loss: 1.043[ 0.36065742 0.61101644 0.39964228 0.6363012 0.43390653] [ 0.45353213 0.70625647 0.23615426 0.7148619 0.44515089] [ 0.54071339 0.47589492 0.51828401 0.43280434 0.38824535] [ 0.83718224 0.35940877 0.59959477 0.34281726 0.3517886 ] [ 0.51954258 0.54882954 0.43282428 0.34737375 0.59532347] [ 0.31270627 0.49156711 0.51784291 0.74026206 0.51583867] [ 0.63814223 0.52628339 0.32791423 0.86798381 0.36875411] [ 0.62330571 0.38262499 0.61306608 0.3412253 0.35553519] [ 0.37347261 0.5458715 0.42149696 0.58370179 0.3866096 ] [ 0.54287035 0.60335342 0.52512959 0.40650001 0.55616689] [ 0.74350975 0.40785606 0.4926287 0.28280087 0.49040208] [ 0.45497044 0.57360043 0.47859712 0.54931993 0.50288808] [ 0.16471321 0.6479952 0.35159519 0.7951091 0.4043884 ] [ 0.65152262 0.40856585 0.54941942 0.45193294 0.42395249] [ 0.19617268 0.66013693 0.52469664 0.93528941 0.58850675] [ 0.28289004 0.4383141 0.59625725 0.53829311 0.47318704] [ 0.49535419 0.41794312 0.49175682 0.78177812 0.46701615] [ 0.24112048 0.50782546 0.46463846 0.81448249 0.38723616] [ 0.17196206 0.66940981 0.46977557 0.67549153 0.49667913] [ 0.56370166 0.58718702 0.49346446 0.49113282 0.57477829] [ 0.52119055 0.43832867 0.57859646 0.67077899 0.45639052] [ 0.4815854 0.47986024 0.54363367 0.55450429 0.38397092] [ 0.58427891 0.63482376 0.46963493 0.31543951 0.45629017] [ 0.24015719 0.68015838 0.40261563 0.73961797 0.45339111] [ 0.5261005 0.55059884 0.30220559 0.5325337 0.40310558] [ 0.62416242 0.36444063 0.38774974 0.49927697 0.38544354] [ 0.39191781 0.39085772 0.41966417 0.79397934 0.40010572] [ 0.67647445 0.39320487 0.39025003 0.5198839 0.43068665] [ 0.35959196 0.44282688 0.56577048 0.47643784 0.55386118] [ 0.15933661 0.5665539 0.49071156 0.82843843 0.58897696] [ 0.48823751 0.50270246 0.50979795 0.79163089 0.40917172] [ 0.2658904 0.64751748 0.4760831 0.73871619 0.66665628] [ 0.71627997 0.69415939 0.50704623 0.62079284 0.38280994] [ 0.76080487 0.31832584 0.53212702 0.23362545 0.37722505] [ 0.58012196 0.56602629 0.41528181 0.68451218 0.31768765] [ 0.91339117 0.29227525 0.40586348 0.15786076 0.36133206] [ 0.86650564 0.42749801 0.54380478 0.31279107 0.40635227] [ 0.65833163 0.38203994 0.4739778 0.16736398 0.39550746] [ 0.89818407 0.34719442 0.54581639 0.12120811 0.35011981] [ 0.74552679 0.31522935 0.49679029 0.22984977 0.40600738] [ 0.45361437 0.37351099 0.57358145 0.76738628 0.45627157] [ 0.82617013 0.4483353 0.42881795 0.20859955 0.34598733] [ 0.74021711 0.48364435 0.63398878 0.21251934 0.50776199] [ 0.2164364 0.67004718 0.45714409 0.77395382 0.42835351] [ 0.27401563 0.70480294 0.4815195 0.70731976 0.56726821] [ 0.6061806 0.49476886 0.41494865 0.38974604 0.29522405] [ 0.59835095 0.46704944 0.47706709 0.5833435 0.26054014] [ 0.22111918 0.58580992 0.42696685 0.81190169 0.52264994] [ 0.11952671 0.62045427 0.40248279 0.90929301 0.43664304] [ 0.10676161 0.59798473 0.44782295 0.8655385 0.53005362] [ 0.4116603 0.46398614 0.4750188 0.50704056 0.59071835] [ 0.70156812 0.41412759 0.36866826 0.4347931 0.46675483] [ 0.5753492 0.45721994 0.56722293 0.41008745 0.5856154 ] [ 0.20293771 0.71716304 0.43154595 0.83258004 0.40293385] [ 0.82112062 0.37640757 0.58125007 0.16192895 0.42526667] [ 0.82427455 0.31715942 0.6705664 0.16836124 0.44347645] [ 0.15035835 0.59570309 0.42275845 0.87335034 0.56149089] [ 0.49124086 0.69633509 0.37279818 0.68957859 0.43505315] [ 0.62192499 0.51896841 0.50167087 0.42013692 0.41914628] [ 0.45867029 0.61063567 0.38189208 0.57405696 0.46980185] [ 0.76247092 0.46128183 0.57363233 0.31254439 0.38933639] [ 0.85495268 0.34761206 0.6860691 0.23359145 0.38951159] [ 0.1454103 0.71659478 0.44713119 0.74138807 0.59543315] [ 0.19872043 0.59303331 0.53074549 0.88761085 0.52717903] [ 0.56940501 0.41342685 0.43431128 0.72058377 0.36974348] [ 0.84205143 0.42746815 0.47047307 0.22527528 0.40257277] [ 0.79815327 0.35279483 0.63467751 0.18563199 0.38542276] [ 0.69363906 0.43566751 0.57765664 0.31447771 0.4085995 ] [ 0.15789036 0.64253455 0.35287609 0.80856858 0.43487597] [ 0.38387968 0.50616377 0.46823254 0.62164855 0.41172971] [ 0.45685546 0.3818214 0.48476925 0.6660497 0.48796322] [ 0.51718033 0.50073843 0.36194041 0.57444462 0.46168434] [ 0.10004548 0.65940427 0.45098654 0.86038214 0.65361977] [ 0.30963304 0.55297903 0.55703016 0.81826705 0.60037793] [ 0.33709453 0.47805132 0.50623622 0.75435024 0.35711663] [ 0.29965101 0.47189716 0.68333688 0.78203608 0.46651552] [ 0.79426482 0.35439712 0.58080724 0.2182689 0.44552671] [ 0.51384979 0.42958757 0.51817107 0.60045252 0.36161446] [ 0.26138368 0.43336837 0.61754052 0.67401563 0.63461662] [ 0.5269599 0.501051 0.53921098 0.35156608 0.53444808] [ 0.17445985 0.56927401 0.45129061 0.87520049 0.52011795] [ 0.14147846 0.67934443 0.44054983 0.80623947 0.55896995] [ 0.25629683 0.61386912 0.2884115 0.66410787 0.46231206] [ 0.26388979 0.63575978 0.3943975 0.88794372 0.53301118] [ 0.58627411 0.40047554 0.48720282 0.57973274 0.46134284] [ 0.77634045 0.41117498 0.58189006 0.16414061 0.49836692] [ 0.77975548 0.37482111 0.4278458 0.34995772 0.42468604] [ 0.58950176 0.47110501 0.36811655 0.57110175 0.41709259] [ 0.54455816 0.44866243 0.53788376 0.44116325 0.58908236] [ 0.90353031 0.3738136 0.4172632 0.2693736 0.3794211 ] [ 0.58924113 0.42110502 0.56909797 0.63182935 0.42859167] [ 0.45550282 0.51278133 0.47379417 0.71039911 0.38626633] [ 0.50188524 0.6642173 0.45848145 0.6032044 0.39747041] [ 0.22005901 0.58188029 0.51409101 0.73476704 0.44297001] [ 0.32134825 0.45356287 0.51628396 0.70782855 0.41591139] [ 0.62725727 0.5450567 0.36405645 0.60872318 0.37401019] [ 0.59911192 0.60006756 0.51918886 0.45260392 0.42107879] [ 0.84011006 0.47975931 0.45807432 0.30649491 0.39432987] [ 0.53772113 0.47703161 0.49567244 0.65371688 0.49241156] [ 0.4286916 0.49667773 0.50791481 0.66720544 0.46263916] [ 0.42127983 0.57870662 0.47929259 0.50268916 0.54856569] [ 0.35477207 0.53522708 0.41420991 0.64488678 0.61880341] [ 0.39349059 0.61791278 0.35417863 0.58524359 0.50466813] [ 0.84793907 0.34076283 0.46731875 0.26743115 0.37874226] [ 0.63828269 0.51472791 0.45746433 0.57434841 0.39159847] [ 0.67569635 0.41001706 0.5263729 0.24929218 0.49677012] [ 0.78552281 0.48629813 0.60321852 0.32582274 0.41498225] [ 0.82055615 0.33816699 0.54412054 0.25729001 0.43497123] [ 0.91217562 0.27567573 0.55085396 0.18121995 0.3558543 ] [ 0.6057068 0.40022038 0.54676657 0.431431 0.50626111] [ 0.79709118 0.40675712 0.53878363 0.29802029 0.47082765] [ 0.65914049 0.54731465 0.45979153 0.49518224 0.50047311] [ 0.71408724 0.50758708 0.5392566 0.39251432 0.49407889] [ 0.75593713 0.3402242 0.53856851 0.2703146 0.53047953] [ 0.66978198 0.49766375 0.6277518 0.34185981 0.51341287] [ 0.51191486 0.48761895 0.55206755 0.44963162 0.65000754] [ 0.57592078 0.56996001 0.47129908 0.68126136 0.40794505] [ 0.59431646 0.4951202 0.65136162 0.37156234 0.44742127] [ 0.85030375 0.33547253 0.42588332 0.21394396 0.45070949] [ 0.30102248 0.69887349 0.3209316 0.83971987 0.61776267] [ 0.72915712 0.49929443 0.51050755 0.46136617 0.35888881] [ 0.39078081 0.57224622 0.56830231 0.65839312 0.44818713] [ 0.35020883 0.5086946 0.51921709 0.7167211 0.66117265] [ 0.77983703 0.37449445 0.48001933 0.25390084 0.47844821] [ 0.54643421 0.2587778 0.52458996 0.49544743 0.41172038] [ 0.33709453 0.47805132 0.50623622 0.75435024 0.35711663] [ 0.19560879 0.54782626 0.3666005 0.85609957 0.434763 ] [ 0.50593647 0.40508396 0.48582144 0.4363583 0.46499818] Progress: 27.1% ... Training loss: 0.606 ... Validation loss: 1.042[ 0.60412137 0.53664437 0.48936801 0.48184068 0.38094547] [ 0.32287976 0.63224541 0.38141376 0.58693972 0.51896196] [ 0.77077294 0.39691152 0.5279725 0.33072587 0.29507157] [ 0.24585938 0.50713333 0.43871541 0.55626127 0.67613013] [ 0.31252912 0.60518064 0.44437996 0.65577225 0.39167785] [ 0.78299498 0.41774889 0.43238983 0.34586661 0.44624059] [ 0.83542865 0.49823203 0.49945008 0.24836202 0.40670308] [ 0.57227037 0.48223243 0.60859523 0.50057943 0.61317161] [ 0.53597903 0.50561783 0.6640848 0.60702235 0.38112515] [ 0.79734324 0.34770385 0.57200431 0.19302529 0.47908035] [ 0.63745271 0.50548738 0.40672266 0.31840329 0.38034432] [ 0.76232731 0.47769252 0.40083084 0.39722916 0.32767353] [ 0.09204365 0.50470116 0.40324584 0.93906065 0.6328469 ] [ 0.73534313 0.56432101 0.39238402 0.39333309 0.32841699] [ 0.3131602 0.71626389 0.44307185 0.78083918 0.62119839] [ 0.12276101 0.61458064 0.43953146 0.80043269 0.61593924] [ 0.69949811 0.48447556 0.40192004 0.37058285 0.36138069] [ 0.82183152 0.42954932 0.56810238 0.2393722 0.40674076] [ 0.54498013 0.5131953 0.60445125 0.76416904 0.427442 ] [ 0.17905942 0.53054105 0.50441794 0.78653044 0.45459661] [ 0.55314129 0.37495763 0.46290229 0.47184108 0.65634318] [ 0.41649862 0.52890569 0.51367996 0.69740603 0.33008423] [ 0.50184674 0.38203307 0.49354755 0.61245859 0.59431203] [ 0.38589206 0.52092339 0.48361566 0.65152537 0.62567112] [ 0.52718877 0.50983758 0.361267 0.67452241 0.39601254] [ 0.21836415 0.61267897 0.4003838 0.74083605 0.41623412] [ 0.32914074 0.74126527 0.32979889 0.82943488 0.46781007] [ 0.27195927 0.54043749 0.58560842 0.81514889 0.46142804] [ 0.59036578 0.50763713 0.44940561 0.42413859 0.45620215] [ 0.56837052 0.45811461 0.57703443 0.56315345 0.43775387] [ 0.62767447 0.46895113 0.51497746 0.58250118 0.37642889] [ 0.61925199 0.46752344 0.41827885 0.39060945 0.4530555 ] [ 0.15705469 0.6289036 0.41996853 0.86409938 0.62777982] [ 0.63990611 0.36196681 0.38007715 0.35200925 0.34746881] [ 0.39978411 0.55590162 0.34752836 0.55666202 0.40552827] [ 0.10904841 0.56757203 0.42533869 0.90331202 0.56521863] [ 0.5214225 0.40113033 0.56923106 0.67502863 0.46942267] [ 0.69664178 0.44906124 0.51610975 0.34102331 0.49031232] [ 0.52901538 0.31874234 0.55134056 0.43497823 0.49714146] [ 0.44616123 0.5550925 0.52662381 0.47007836 0.37180028] [ 0.51919426 0.45420498 0.52067759 0.44502274 0.40875641] [ 0.17276506 0.70020269 0.44081842 0.8669293 0.52767936] [ 0.7551945 0.51782285 0.55116345 0.53251362 0.34068444] [ 0.57460906 0.54573391 0.51745169 0.50397339 0.39095936] [ 0.66219777 0.477225 0.36555266 0.4057648 0.34971657] [ 0.48566986 0.48117301 0.54631378 0.37964477 0.54794255] [ 0.68014685 0.57156482 0.40168131 0.66772943 0.41312679] [ 0.4111083 0.42463943 0.52803855 0.61778583 0.64897743] [ 0.51026078 0.50112942 0.49270648 0.35751131 0.36062006] [ 0.09641828 0.62008416 0.44432632 0.94922847 0.68777406] [ 0.63040671 0.48593206 0.42684994 0.37283857 0.35985138] [ 0.23487663 0.50929145 0.44378343 0.70264094 0.48479827] [ 0.4624903 0.58315784 0.47310158 0.39166615 0.3835889 ] [ 0.43277418 0.54065373 0.48967063 0.43774733 0.46280204] [ 0.21976854 0.56981471 0.53268874 0.82371322 0.46750442] [ 0.67097146 0.5028205 0.44951777 0.71463068 0.42261583] [ 0.85262724 0.40073717 0.60213105 0.16352924 0.33598298] [ 0.57006213 0.44517376 0.48630077 0.48830632 0.57851256] [ 0.84828463 0.3532344 0.53177286 0.16332964 0.29525137] [ 0.76015267 0.42637366 0.52927126 0.22664847 0.37815553] [ 0.63532075 0.42186492 0.61833307 0.41858556 0.33848111] [ 0.73280222 0.40975196 0.42971504 0.24524603 0.33324039] [ 0.57625924 0.46880294 0.37910747 0.43667984 0.37759861] [ 0.35983081 0.64331719 0.30027616 0.66390688 0.40448905] [ 0.79898234 0.5266661 0.49020205 0.20347497 0.47808984] [ 0.81367186 0.50612559 0.53633172 0.21971992 0.46390027] [ 0.11126937 0.70992161 0.3843581 0.82414223 0.63277941] [ 0.59801254 0.52580298 0.36045158 0.50413697 0.38349653] [ 0.69203797 0.46166171 0.52924948 0.44770138 0.39783036] [ 0.52270037 0.46585081 0.47194854 0.77328914 0.39586808] [ 0.80409718 0.33512074 0.53237688 0.24206204 0.42516247] [ 0.52078838 0.46954088 0.55817129 0.41196828 0.48382587] [ 0.53701535 0.54394168 0.42929723 0.56260205 0.46832584] [ 0.68164318 0.52693904 0.4569525 0.35364138 0.4465613 ] [ 0.26316348 0.66533875 0.28335441 0.81674917 0.44245331] [ 0.51992922 0.67152867 0.41381849 0.66192699 0.43629551] [ 0.62863454 0.48446688 0.49966344 0.4495699 0.5488528 ] [ 0.54919301 0.51830438 0.43856432 0.43935376 0.33983298] [ 0.61319632 0.51141874 0.42369583 0.47572713 0.42995417] [ 0.45490107 0.57912707 0.38768562 0.66921716 0.56301266] [ 0.52708756 0.57213736 0.5310003 0.45090986 0.42625896] [ 0.35452234 0.5342139 0.49173419 0.80155501 0.42440029] [ 0.67212498 0.34034607 0.54629676 0.23273173 0.51874166] [ 0.75091603 0.36569454 0.54767181 0.21992904 0.47012631] [ 0.31939609 0.59426581 0.49614476 0.73122416 0.41451394] [ 0.57780276 0.44068459 0.59415557 0.70667896 0.45116938] [ 0.58785611 0.46961813 0.64051172 0.57659948 0.37799941] [ 0.72857119 0.51742427 0.575861 0.21273626 0.42658839] [ 0.15034265 0.6682739 0.3455907 0.88280005 0.47524554] [ 0.29600341 0.60932574 0.40930879 0.58034565 0.45443564] [ 0.73280222 0.40975196 0.42971504 0.24524603 0.33324039] [ 0.78611935 0.40220013 0.55380116 0.23711663 0.3889659 ] [ 0.41707451 0.54122909 0.33343019 0.7181107 0.49289342] [ 0.46387404 0.67115371 0.33675975 0.58561456 0.55279237] [ 0.46480785 0.51780434 0.50761621 0.68956414 0.51615891] [ 0.67991403 0.39704686 0.63518683 0.46385919 0.46220642] [ 0.33638476 0.68399038 0.3541374 0.79325801 0.4584285 ] [ 0.50036594 0.54057218 0.42549104 0.45573464 0.51109329] [ 0.49072094 0.508779 0.5740143 0.66414783 0.40480426] [ 0.52161982 0.51928215 0.5523796 0.61470424 0.54868832] [ 0.45987989 0.4124933 0.56921243 0.52912837 0.62010739] [ 0.81430637 0.30892912 0.66098744 0.18525716 0.35768462] [ 0.22647665 0.6849306 0.39230003 0.84688823 0.49255995] [ 0.73356956 0.45133283 0.48501923 0.38415187 0.34428267] [ 0.67342831 0.32967366 0.54389795 0.52028925 0.32175108] [ 0.76691557 0.41310091 0.49343476 0.24865782 0.40371129] [ 0.13213928 0.505761 0.60490989 0.88504219 0.70737992] [ 0.64269392 0.44049322 0.57414419 0.41939715 0.46882544] [ 0.7775909 0.29014985 0.57729178 0.30142348 0.39939691] [ 0.60917039 0.37472165 0.6462142 0.31997763 0.48815719] [ 0.23788954 0.54455233 0.5124003 0.7011547 0.58894534] [ 0.53670214 0.57118448 0.44836526 0.69237339 0.55543707] [ 0.25178915 0.5715356 0.4555638 0.72815246 0.54188721] [ 0.22643508 0.6198948 0.41901355 0.87234094 0.65721778] [ 0.56116002 0.53315182 0.44514185 0.42957861 0.51822149] [ 0.71469569 0.3472939 0.67016016 0.29654642 0.36832132] [ 0.88391635 0.39082415 0.58615754 0.09423561 0.3287049 ] [ 0.6989598 0.50284213 0.69441608 0.5244526 0.37290952] [ 0.42177385 0.47602931 0.55266194 0.4434174 0.50416498] [ 0.76651452 0.3699046 0.47329381 0.32173493 0.31537371] [ 0.38701988 0.63931822 0.33234717 0.70926028 0.39214853] [ 0.49590256 0.49340323 0.54445441 0.76426736 0.36698335] [ 0.78434438 0.31518347 0.60637136 0.25399674 0.37508544] [ 0.29786213 0.45140549 0.48820694 0.87120729 0.46631196] [ 0.25350579 0.63816941 0.47285228 0.75958949 0.54015144] [ 0.88185067 0.34086466 0.61738121 0.18808996 0.43533352] [ 0.47335975 0.61526033 0.45766764 0.62045912 0.4654515 ] [ 0.46572674 0.52746035 0.53842769 0.46124926 0.4469846 ] Progress: 27.1% ... Training loss: 0.606 ... Validation loss: 1.040[ 0.41699206 0.44728738 0.53012373 0.50898653 0.50029167] [ 0.56829438 0.62829875 0.46449471 0.60180885 0.39505236] [ 0.11064033 0.56518456 0.54632238 0.87334189 0.67513863] [ 0.77835613 0.39969217 0.54295351 0.1828494 0.45735787] [ 0.29103967 0.53455995 0.55882191 0.68290573 0.49436858] [ 0.44729578 0.61233349 0.40950275 0.58663864 0.41291412] [ 0.17192805 0.53529285 0.4369117 0.88732966 0.51251679] [ 0.33608536 0.55357385 0.4649477 0.89103532 0.42003714] [ 0.61371849 0.5116642 0.44920218 0.59343879 0.35355195] [ 0.16742967 0.62714774 0.39035931 0.88107323 0.50749152] [ 0.1131793 0.63492705 0.55982791 0.91003906 0.56000649] [ 0.59969312 0.46737574 0.49367198 0.45828422 0.48680861] [ 0.64134187 0.54843329 0.58108389 0.40199676 0.54795921] [ 0.84979423 0.35435386 0.56776989 0.18254516 0.42743121] [ 0.20741358 0.56796732 0.50280316 0.86387417 0.51991728] [ 0.61533568 0.41066487 0.45375119 0.36213094 0.54684785] [ 0.60112205 0.39197732 0.58460247 0.35407337 0.51689909] [ 0.35685609 0.41712891 0.54342273 0.82801919 0.43294319] [ 0.60838934 0.45228662 0.52007797 0.55558076 0.43975955] [ 0.19242218 0.58417569 0.35061547 0.73588325 0.42744838] [ 0.54883187 0.48333053 0.38126114 0.59315178 0.30955118] [ 0.20574446 0.4863334 0.41852437 0.83245974 0.47352286] [ 0.33059925 0.59761842 0.34377307 0.5963774 0.42920157] [ 0.62099262 0.40295283 0.58846173 0.41060396 0.44840219] [ 0.5173242 0.66349755 0.3033552 0.50289852 0.42628557] [ 0.50894897 0.3521783 0.44943177 0.54053641 0.47173135] [ 0.6749531 0.44851943 0.56322176 0.41599243 0.45242982] [ 0.81477631 0.40792616 0.61207526 0.22360132 0.43771125] [ 0.24223859 0.49676569 0.61042856 0.75611547 0.527708 ] [ 0.34241805 0.52534298 0.53505353 0.67736604 0.47585745] [ 0.23066345 0.58367604 0.33677 0.77664357 0.53527178] [ 0.51959579 0.3824959 0.48847145 0.63054605 0.47703894] [ 0.21468074 0.53610076 0.4613194 0.86759418 0.5261251 ] [ 0.54486279 0.5203706 0.46676957 0.59842338 0.33095817] [ 0.55112293 0.59601302 0.58888635 0.56850954 0.47863005] [ 0.62524736 0.57453864 0.3569915 0.47420673 0.36013613] [ 0.51469283 0.44593911 0.48665154 0.38790835 0.42439542] [ 0.58250326 0.57454794 0.43293804 0.63531742 0.54545021] [ 0.49980101 0.46100516 0.46814813 0.59455884 0.39250268] [ 0.67859037 0.35979593 0.55589079 0.40406677 0.45960311] [ 0.52116711 0.50324662 0.61893146 0.48734283 0.40238894] [ 0.25602244 0.56745665 0.54959472 0.75575056 0.62505335] [ 0.46988134 0.41935383 0.46525409 0.69665857 0.3541286 ] [ 0.27971532 0.50269483 0.46537328 0.61892931 0.49372632] [ 0.60032193 0.46533388 0.53571175 0.33853858 0.55684153] [ 0.72458699 0.6736249 0.46257251 0.59767989 0.4880349 ] [ 0.53238808 0.57264235 0.54786667 0.64647648 0.41098113] [ 0.15636652 0.59315983 0.51284181 0.88889415 0.55589777] [ 0.80654469 0.45388089 0.62050714 0.40067949 0.36205411] [ 0.77591199 0.40685987 0.4538298 0.27059303 0.42795922] [ 0.42233495 0.64497735 0.51384612 0.51318452 0.40325376] [ 0.57159215 0.45208455 0.5028445 0.5382523 0.40514828] [ 0.45147329 0.50852599 0.54767719 0.66172403 0.50191411] [ 0.39427999 0.5194395 0.49605264 0.42253485 0.49025639] [ 0.49324092 0.50904159 0.26918879 0.7369291 0.37735288] [ 0.63184217 0.38429883 0.48051623 0.34771893 0.44922501] [ 0.60891571 0.42254352 0.50502625 0.40650818 0.40921397] [ 0.72139663 0.52965445 0.52025892 0.31927156 0.4679435 ] [ 0.14815898 0.49121658 0.41238661 0.85665374 0.46651189] [ 0.18331339 0.73178801 0.51837837 0.85448372 0.65589418] [ 0.7527781 0.32484139 0.56561619 0.25953562 0.39399822] [ 0.61481755 0.48702864 0.4925872 0.32502761 0.48269178] [ 0.27549119 0.63798496 0.39553418 0.70536437 0.45741623] [ 0.62406207 0.45645421 0.57018476 0.50218246 0.42067915] [ 0.1901119 0.48265469 0.55230573 0.82051794 0.53159861] [ 0.30853666 0.6815796 0.38029008 0.81130275 0.46366746] [ 0.3847549 0.65527563 0.38384305 0.69487711 0.50490941] [ 0.55720669 0.59001976 0.37832621 0.59606011 0.3051613 ] [ 0.60687698 0.40269152 0.56409915 0.44097878 0.48032148] [ 0.4498484 0.46657387 0.43580289 0.62200836 0.40046474] [ 0.37165716 0.50564523 0.63469093 0.72398983 0.41943207] [ 0.79137981 0.45007165 0.51772342 0.38882527 0.43251126] [ 0.65695446 0.47803018 0.4173248 0.4370616 0.44965332] [ 0.17236642 0.76955947 0.38763721 0.80388707 0.59259683] [ 0.6814712 0.52779525 0.4304586 0.36816523 0.35196406] [ 0.64579117 0.45555747 0.37972128 0.46723873 0.55057371] [ 0.46394947 0.56975357 0.51688813 0.70797532 0.51162295] [ 0.14257137 0.5832164 0.4324455 0.88345607 0.50695738] [ 0.32717644 0.47491872 0.46643375 0.57199943 0.55626822] [ 0.44800131 0.44134539 0.52104733 0.6775836 0.33586077] [ 0.54925584 0.41593525 0.45721214 0.74748068 0.3877403 ] [ 0.24421226 0.45706719 0.54259795 0.72285621 0.60894044] [ 0.682698 0.50498139 0.31979571 0.39781023 0.34619177] [ 0.40550034 0.54430896 0.52228424 0.58043973 0.54193193] [ 0.50776716 0.65342996 0.41033779 0.58409425 0.4145223 ] [ 0.14226376 0.58939274 0.3449038 0.87681766 0.44829008] [ 0.16432219 0.64575816 0.40145259 0.64862861 0.53383461] [ 0.54724296 0.45432242 0.46311841 0.42999711 0.40600391] [ 0.65780088 0.46184873 0.50064852 0.15785363 0.52409906] [ 0.53557519 0.45327614 0.46309996 0.71332406 0.4201763 ] [ 0.14895947 0.55416502 0.41760958 0.85465775 0.60886679] [ 0.86868966 0.40983465 0.51390377 0.20200436 0.33657429] [ 0.88607865 0.36556617 0.47987328 0.30786641 0.40158707] [ 0.64317704 0.64297906 0.44228447 0.474682 0.30795918] [ 0.67837207 0.58246717 0.36366678 0.76118513 0.46333781] [ 0.46025375 0.55489668 0.44385503 0.60167404 0.5209751 ] [ 0.28055206 0.53240748 0.44270235 0.74366981 0.49117371] [ 0.64241806 0.45520431 0.53467818 0.50950918 0.47545906] [ 0.71249824 0.56246897 0.43969059 0.46696972 0.43680767] [ 0.90109558 0.33127243 0.5614902 0.23401964 0.40127777] [ 0.46193566 0.61416677 0.42216026 0.69309299 0.39801029] [ 0.4079161 0.73462214 0.33335478 0.62270101 0.38177883] [ 0.89905557 0.36909159 0.57112592 0.2977665 0.24788375] [ 0.74274973 0.47763878 0.44999221 0.37540496 0.37886706] [ 0.52257435 0.46603056 0.47187938 0.77339737 0.3959236 ] [ 0.14463299 0.66365779 0.51488678 0.91482575 0.51375854] [ 0.87493155 0.33474448 0.49186979 0.13998715 0.34837695] [ 0.47221736 0.6091332 0.31929889 0.63210518 0.39044974] [ 0.39958496 0.42563065 0.64535356 0.66271227 0.35382715] [ 0.48043091 0.46876318 0.42818671 0.59839718 0.28637664] [ 0.32322376 0.5278138 0.43346275 0.73087415 0.46740305] [ 0.47645653 0.52786121 0.52072588 0.45095746 0.62737266] [ 0.78008925 0.40166944 0.56516288 0.36433637 0.38690625] [ 0.34702149 0.63764008 0.43469387 0.7989438 0.49859896] [ 0.30793355 0.54819124 0.55658045 0.71044716 0.46008167] [ 0.29357291 0.49902537 0.46944505 0.85953831 0.60038485] [ 0.83775058 0.56511336 0.6315203 0.39063795 0.3634958 ] [ 0.38503727 0.62748954 0.45622204 0.62806762 0.51215426] [ 0.48241923 0.42546914 0.62284431 0.4352303 0.47578619] [ 0.8830207 0.42707736 0.56005694 0.15984076 0.39404646] [ 0.46719789 0.48298729 0.40130962 0.68420897 0.3587423 ] [ 0.34183041 0.6146234 0.45821402 0.66606623 0.38009096] [ 0.23155068 0.58362936 0.31342637 0.78676828 0.63055496] [ 0.40550034 0.54430896 0.52228424 0.58043973 0.54193193] [ 0.52581792 0.57114778 0.58329962 0.56094302 0.47396652] [ 0.45430721 0.39172396 0.5223271 0.52696798 0.31959663] [ 0.25518457 0.65117616 0.53735808 0.89582598 0.54444812] [ 0.5111298 0.65750513 0.46205797 0.5615383 0.41594337] Progress: 27.1% ... Training loss: 0.606 ... Validation loss: 1.042[ 0.49535541 0.72702898 0.33133768 0.83448844 0.35551905] [ 0.69366895 0.43673571 0.56101573 0.20277072 0.54068342] [ 0.48021027 0.48581618 0.51184386 0.70795739 0.39384818] [ 0.27462854 0.4602571 0.39654354 0.82868243 0.5260626 ] [ 0.2486498 0.50562948 0.43931631 0.55402221 0.67564156] [ 0.40703793 0.65704538 0.32827549 0.7157613 0.53029558] [ 0.71017431 0.46999925 0.4732705 0.43880282 0.2730098 ] [ 0.59856739 0.60040863 0.51904155 0.45306123 0.42120724] [ 0.85235108 0.317305 0.65211661 0.14052177 0.29646408] [ 0.56728563 0.46918327 0.54929882 0.71532426 0.4026188 ] [ 0.72869696 0.49366724 0.42974055 0.28955258 0.31639733] [ 0.5170043 0.51287783 0.55624435 0.74315033 0.4236757 ] [ 0.37311573 0.52626656 0.49321019 0.75286318 0.43447103] [ 0.49851565 0.58932407 0.55972223 0.51841571 0.40854625] [ 0.87356915 0.34565326 0.50357698 0.22939177 0.3738092 ] [ 0.92343994 0.36306103 0.62251096 0.11934468 0.28291051] [ 0.27278037 0.65777947 0.32633987 0.7534154 0.44399528] [ 0.43457306 0.51047996 0.35903623 0.6385269 0.35358352] [ 0.55956592 0.50773891 0.61316928 0.50933515 0.4172919 ] [ 0.77812311 0.30043816 0.60684291 0.2704341 0.3628272 ] [ 0.83430003 0.36800829 0.65940267 0.19868833 0.39167125] [ 0.49431929 0.44211737 0.53562314 0.6138539 0.45377475] [ 0.10844346 0.61247574 0.38995994 0.81058334 0.52458148] [ 0.75197542 0.50751417 0.58396645 0.50546548 0.39984429] [ 0.36577798 0.71065354 0.36009116 0.80908668 0.41642763] [ 0.31794607 0.5670716 0.47392573 0.69792597 0.35376068] [ 0.6614714 0.40369405 0.43537561 0.44514545 0.35386342] [ 0.54948195 0.48306621 0.38135974 0.59279815 0.30948122] [ 0.3135787 0.63846345 0.57818858 0.84964621 0.60626425] [ 0.56496042 0.4666105 0.47924231 0.37397674 0.41976172] [ 0.45555159 0.49461137 0.4215365 0.49276323 0.38798104] [ 0.14173889 0.72471082 0.44355631 0.86683795 0.62331364] [ 0.447557 0.63138592 0.39412253 0.50526931 0.35261949] [ 0.55001748 0.47316178 0.47173916 0.68675299 0.30888051] [ 0.9234343 0.28519873 0.58776641 0.12902507 0.37028102] [ 0.63374184 0.43998263 0.46656981 0.34849678 0.5365223 ] [ 0.29631945 0.50913788 0.44280372 0.80335877 0.35631179] [ 0.71679666 0.31156946 0.64826825 0.23991112 0.52649092] [ 0.50416905 0.45851921 0.5242088 0.50033648 0.51059671] [ 0.56808907 0.46498805 0.43297083 0.3193741 0.44578049] [ 0.38305584 0.46493712 0.56774719 0.72448186 0.40593202] [ 0.30936603 0.7046162 0.43408151 0.75185972 0.50585671] [ 0.74813416 0.41781095 0.49323581 0.36827386 0.4291347 ] [ 0.50646146 0.49291079 0.41294203 0.64426597 0.34014566] [ 0.52230772 0.58460449 0.35523101 0.42161227 0.3248865 ] [ 0.79166143 0.43835388 0.45221093 0.39431646 0.36150944] [ 0.34218113 0.61831492 0.30709262 0.77307615 0.55453561] [ 0.48518569 0.56666237 0.54527981 0.27358264 0.4422923 ] [ 0.25700724 0.48865794 0.59118255 0.69378756 0.64451203] [ 0.43267184 0.51008181 0.43389278 0.74641775 0.31101671] [ 0.55103262 0.37200162 0.60692464 0.30795193 0.48669401] [ 0.36348119 0.45553635 0.53349801 0.56256944 0.5385634 ] [ 0.80760253 0.35658258 0.6529332 0.19280344 0.49818148] [ 0.87467352 0.43720231 0.53449125 0.22899081 0.36925714] [ 0.86707848 0.36478752 0.4128517 0.34830023 0.33629211] [ 0.35407363 0.62383357 0.49159799 0.63114445 0.50569651] [ 0.71942362 0.45765359 0.41960764 0.40664081 0.47071751] [ 0.46449319 0.38019925 0.53168148 0.5827952 0.52521747] [ 0.73756443 0.31721536 0.52813505 0.49072643 0.43529314] [ 0.56355348 0.62668958 0.53114294 0.61956571 0.37709825] [ 0.70941489 0.42936174 0.5376302 0.3690475 0.44613332] [ 0.35088496 0.57198366 0.37076391 0.72894438 0.39877743] [ 0.63483646 0.5311847 0.43154006 0.39446555 0.37924283] [ 0.81612263 0.41079006 0.56516109 0.37556883 0.47928127] [ 0.16516771 0.67761575 0.3792309 0.80230827 0.5560133 ] [ 0.52234182 0.59490303 0.42925332 0.68213732 0.37245455] [ 0.76211909 0.36401559 0.65485267 0.16287741 0.5246932 ] [ 0.28923692 0.51015413 0.43050419 0.65441176 0.54717761] [ 0.61248076 0.50078095 0.48527916 0.52374466 0.48045412] [ 0.82127347 0.40596581 0.62278522 0.25044592 0.45188257] [ 0.59928591 0.52939227 0.49134852 0.32688608 0.43547056] [ 0.76438591 0.42933525 0.47804981 0.24368797 0.39618309] [ 0.74663297 0.58960436 0.53658087 0.44452893 0.44477309] [ 0.3877315 0.4748649 0.5240468 0.7977998 0.48627588] [ 0.53537722 0.50601469 0.66394725 0.60750958 0.38125138] [ 0.67999918 0.42387829 0.55847975 0.52470824 0.45043995] [ 0.80445885 0.36606595 0.47896658 0.30459156 0.30121255] [ 0.69912335 0.66326846 0.45387766 0.64491262 0.43479573] [ 0.48662174 0.61000542 0.50283714 0.55641987 0.59628906] [ 0.59983948 0.52838385 0.51985779 0.48469195 0.36839651] [ 0.61150114 0.55742234 0.41995529 0.66406924 0.47097646] [ 0.18745171 0.50402733 0.5624758 0.87265391 0.62038432] [ 0.74948792 0.48623755 0.51544648 0.37514546 0.45985966] [ 0.36265867 0.48343073 0.34881983 0.76021691 0.38015249] [ 0.82333459 0.45006875 0.57012679 0.31769721 0.40459147] [ 0.53698404 0.44227922 0.59639407 0.63793091 0.38102872] [ 0.747083 0.36780974 0.42871078 0.26435265 0.37305109] [ 0.46850509 0.30849556 0.60251169 0.7137888 0.5676302 ] [ 0.55140845 0.48233406 0.44989931 0.35106612 0.36105946] [ 0.69947455 0.39896561 0.61230532 0.24491641 0.4397724 ] [ 0.7550671 0.46712967 0.6518594 0.26648886 0.43881709] [ 0.70654196 0.5484041 0.42646441 0.40406898 0.50305428] [ 0.63324044 0.50665954 0.59280576 0.23044319 0.46861503] [ 0.46685515 0.58884891 0.46734055 0.67249493 0.38298554] [ 0.80945997 0.56097952 0.50405128 0.33060649 0.45619111] [ 0.22405964 0.48225613 0.32403823 0.84637614 0.55699554] [ 0.11494388 0.53963354 0.45883104 0.92165821 0.54302476] [ 0.51315689 0.53635997 0.46315465 0.53977884 0.41717165] [ 0.2763643 0.60066666 0.38893051 0.62975528 0.39199955] [ 0.42142085 0.54461108 0.43519335 0.67419927 0.38939104] [ 0.67909461 0.33807939 0.39486792 0.43446032 0.5611451 ] [ 0.52132865 0.45824327 0.59551694 0.69393861 0.33073849] [ 0.7376641 0.44225069 0.5786687 0.27796126 0.52099479] [ 0.37669437 0.50448639 0.41127775 0.68148918 0.46066171] [ 0.08056705 0.61640564 0.44363686 0.93233083 0.49703498] [ 0.57743224 0.4289132 0.40346515 0.54360147 0.42373192] [ 0.16899412 0.6165543 0.45105988 0.85399535 0.5336878 ] [ 0.60721024 0.64836736 0.39470728 0.49421688 0.37514312] [ 0.54475369 0.47498358 0.39390896 0.55211974 0.56020867] [ 0.47800704 0.54150274 0.35898105 0.45271704 0.37979105] [ 0.81506611 0.35274633 0.46353353 0.28304039 0.42450646] [ 0.77428635 0.43739984 0.52180415 0.36786267 0.45997157] [ 0.67986672 0.45948178 0.60805426 0.32082455 0.45814816] [ 0.38452693 0.57249284 0.43997035 0.69923505 0.60130392] [ 0.49847416 0.60295803 0.58785963 0.50094732 0.40985949] [ 0.77749206 0.33167285 0.44518276 0.38478901 0.44582477] [ 0.58747324 0.34677159 0.48092226 0.66286012 0.31081566] [ 0.36502821 0.6203327 0.42699212 0.8079719 0.59093973] [ 0.39498436 0.61704784 0.55984301 0.55464699 0.52153328] [ 0.45155643 0.50394415 0.29294374 0.71363634 0.33955667] [ 0.81196661 0.36232892 0.47744408 0.24746075 0.35055401] [ 0.48618975 0.53471392 0.43246054 0.79030627 0.41521413] [ 0.88029654 0.30842817 0.50916549 0.24729603 0.3761168 ] [ 0.2745565 0.5682003 0.4613825 0.82981858 0.3364265 ] [ 0.80779016 0.29173349 0.64886805 0.16804865 0.37791198] [ 0.19288476 0.62318639 0.36507553 0.84923346 0.37167365] [ 0.29775057 0.5427605 0.5112992 0.71164238 0.46486263] [ 0.3958984 0.61164133 0.57876606 0.69450804 0.59344051] Progress: 27.2% ... Training loss: 0.606 ... Validation loss: 1.036[ 0.5927543 0.42174966 0.57991026 0.59736402 0.4760816 ] [ 0.50019016 0.38275978 0.49324255 0.61336093 0.59458658] [ 0.58683014 0.39794588 0.4416863 0.4970619 0.49173418] [ 0.51875141 0.64460148 0.57463225 0.68477259 0.49185832] [ 0.81477935 0.41327103 0.43009685 0.42303731 0.42128372] [ 0.63457755 0.33028237 0.50340046 0.31330276 0.54881954] [ 0.09959949 0.62676074 0.45818332 0.89329312 0.49391467] [ 0.19013411 0.6919696 0.32303954 0.86097024 0.51633722] [ 0.30078598 0.61243863 0.48882366 0.63481702 0.43250863] [ 0.1845256 0.66589094 0.50969569 0.65070281 0.55837786] [ 0.26080189 0.55562684 0.46037888 0.80680122 0.64611112] [ 0.53276896 0.42996419 0.40506386 0.45246919 0.45527499] [ 0.16370959 0.56426534 0.33739201 0.90560383 0.43372004] [ 0.363016 0.55872781 0.38800413 0.81401436 0.58992321] [ 0.86586563 0.34412078 0.52165737 0.29329094 0.3533216 ] [ 0.40757626 0.65687996 0.32834353 0.71546091 0.53023245] [ 0.74834749 0.49558482 0.25811611 0.38568633 0.29407191] [ 0.45887778 0.61730033 0.53597416 0.66893312 0.46458614] [ 0.17771618 0.57164605 0.51075747 0.8161918 0.60713429] [ 0.3421391 0.46953352 0.61618669 0.69881702 0.40861458] [ 0.46206308 0.40677608 0.39868644 0.63069642 0.59259565] [ 0.30146078 0.53501727 0.45187377 0.72857443 0.42845027] [ 0.58807831 0.6940072 0.3175863 0.59620879 0.3570469 ] [ 0.79840349 0.41330678 0.58789576 0.26131044 0.4028366 ] [ 0.51149025 0.54218494 0.5253246 0.42138578 0.34986322] [ 0.22852163 0.55272704 0.39171427 0.6351856 0.40012966] [ 0.49473686 0.52566731 0.37024998 0.46347286 0.44440193] [ 0.46286101 0.57601164 0.38891826 0.66518395 0.5618296 ] [ 0.37662374 0.72611352 0.4244469 0.79785742 0.5428469 ] [ 0.56324079 0.53802078 0.40611018 0.42403812 0.38687918] [ 0.77020592 0.51546714 0.55162068 0.31289443 0.41357228] [ 0.34909799 0.60847602 0.40094772 0.7159322 0.47375048] [ 0.4264319 0.44906857 0.44938794 0.53635474 0.50551309] [ 0.12137998 0.59493721 0.37618288 0.9325084 0.5111017 ] [ 0.6391696 0.5494309 0.58067823 0.40325309 0.54836037] [ 0.71912464 0.4599651 0.45133326 0.37799121 0.42197156] [ 0.6733011 0.47188901 0.30704795 0.43300147 0.34767753] [ 0.43092287 0.4191941 0.45484754 0.72810367 0.34251022] [ 0.60315613 0.70341986 0.4904769 0.45933692 0.57919621] [ 0.59435203 0.54515042 0.4470268 0.4617211 0.39847161] [ 0.16381545 0.60519993 0.46047656 0.83177925 0.40423124] [ 0.26427451 0.51139274 0.42923514 0.75878428 0.60508199] [ 0.51327137 0.29979414 0.47637089 0.49323223 0.47426914] [ 0.16071121 0.69468325 0.3737617 0.79654259 0.52608132] [ 0.71977446 0.48674792 0.43559085 0.42877271 0.37989841] [ 0.26922193 0.72752316 0.34276296 0.84663741 0.52890084] [ 0.38800323 0.47616707 0.55738515 0.64627475 0.38678853] [ 0.17819656 0.54921152 0.49717353 0.76024774 0.49440604] [ 0.59662253 0.51483704 0.61917154 0.52456239 0.45140776] [ 0.67846926 0.35988465 0.55584844 0.404081 0.45964807] [ 0.33169548 0.64094214 0.40688578 0.67625625 0.40881151] [ 0.43482819 0.47726911 0.51875328 0.54391215 0.41832964] [ 0.52115597 0.50880751 0.48294592 0.32726205 0.36763887] [ 0.17233589 0.57123591 0.46175815 0.86715355 0.55350248] [ 0.59471533 0.60073959 0.48855599 0.59865472 0.42310468] [ 0.19574239 0.5015309 0.39938583 0.85586785 0.59835759] [ 0.30078598 0.61243863 0.48882366 0.63481702 0.43250863] [ 0.69486197 0.47525191 0.59634406 0.57350064 0.40860202] [ 0.44291048 0.46101542 0.61931246 0.77706756 0.41947485] [ 0.56941885 0.45214242 0.58564089 0.67397746 0.40777312] [ 0.18868405 0.6838322 0.39533595 0.78585138 0.42453173] [ 0.52774401 0.51773088 0.41914927 0.58413065 0.45459701] [ 0.54255969 0.58287944 0.31725744 0.66674312 0.39142924] [ 0.44956723 0.62346192 0.53263261 0.65629982 0.58054644] [ 0.3182402 0.45543197 0.51553841 0.70966509 0.4165848 ] [ 0.80174981 0.33419335 0.48025871 0.2259077 0.37651949] [ 0.61986938 0.69947376 0.49739291 0.65677887 0.5234229 ] [ 0.31527961 0.67933668 0.34740203 0.6805508 0.47493053] [ 0.74127991 0.31301552 0.42595991 0.39911812 0.45546061] [ 0.09600613 0.58183274 0.49479659 0.84794284 0.5425782 ] [ 0.33334017 0.57224561 0.38068631 0.86814233 0.3670494 ] [ 0.14928534 0.56624027 0.4019082 0.78900666 0.40741543] [ 0.69557692 0.44452658 0.51189222 0.38825258 0.33153902] [ 0.63901575 0.40912856 0.61544604 0.51121074 0.42737627] [ 0.7558601 0.46137937 0.4269815 0.316118 0.33767337] [ 0.49691002 0.60541736 0.53915535 0.58577013 0.36781444] [ 0.22963187 0.61846576 0.53136294 0.79755147 0.4372111 ] [ 0.92880726 0.24688857 0.42964037 0.15650869 0.36751611] [ 0.59642407 0.52617285 0.48565418 0.37553691 0.58765998] [ 0.4539847 0.40075425 0.44222624 0.45725214 0.40451089] [ 0.7664766 0.34331927 0.5649212 0.16885756 0.48325773] [ 0.81110583 0.41875858 0.47096331 0.3234829 0.36127769] [ 0.30976332 0.47745873 0.58299718 0.66277789 0.50181805] [ 0.25665154 0.5511558 0.65242055 0.78775838 0.5523054 ] [ 0.33259859 0.47536751 0.50558371 0.61658857 0.4602954 ] [ 0.39880955 0.59821069 0.4405289 0.65096701 0.49971731] [ 0.1992319 0.62229785 0.40804633 0.61809032 0.50504326] [ 0.38822298 0.39963157 0.42139555 0.48690691 0.41788305] [ 0.7576326 0.42269533 0.4671862 0.40050183 0.46921026] [ 0.28198691 0.503212 0.39067665 0.61575083 0.59464401] [ 0.67893141 0.60296822 0.52858987 0.48581723 0.41180715] [ 0.38357314 0.43907538 0.61481909 0.67890014 0.4465501 ] [ 0.26761532 0.61578116 0.37719451 0.75175231 0.58924182] [ 0.47030731 0.41765047 0.54730634 0.4046848 0.41030225] [ 0.4161926 0.42069437 0.51040698 0.7890081 0.46745767] [ 0.46594953 0.52416777 0.67671077 0.679944 0.48578004] [ 0.61816292 0.51612852 0.55574472 0.45465041 0.40317095] [ 0.48242834 0.5007409 0.38111756 0.87990902 0.46226411] [ 0.20935727 0.54419883 0.49507188 0.83287575 0.62143202] [ 0.42277675 0.48518828 0.47919438 0.56903902 0.61843203] [ 0.55881973 0.53893336 0.45354145 0.49685092 0.35708885] [ 0.34324501 0.46922803 0.66454468 0.72060998 0.48191689] [ 0.1669715 0.61126099 0.46295481 0.85192222 0.57785083] [ 0.83129417 0.39905482 0.59803792 0.19659007 0.41951713] [ 0.48682652 0.62257949 0.51346221 0.71804139 0.43437942] [ 0.87114613 0.40543879 0.51378441 0.24745918 0.31820671] [ 0.36491791 0.62269951 0.45817143 0.61610706 0.48091596] [ 0.6349383 0.37991088 0.42526027 0.72250846 0.39615165] [ 0.27858785 0.63126545 0.53028361 0.61842554 0.37851447] [ 0.27617275 0.66702586 0.49882975 0.6386916 0.50525478] [ 0.18584006 0.58375842 0.52340768 0.87433623 0.60789045] [ 0.76186619 0.41983594 0.5335719 0.33002371 0.40157081] [ 0.33380452 0.60489409 0.61685086 0.69611151 0.59541552] [ 0.91591666 0.29696335 0.57509891 0.1551999 0.31907318] [ 0.53737433 0.42357428 0.35377678 0.41160903 0.39688363] [ 0.73977846 0.5447568 0.49463581 0.50483253 0.42977051] [ 0.41053358 0.57559332 0.50182457 0.511029 0.44008417] [ 0.59357521 0.54237736 0.35579373 0.4273904 0.40394185] [ 0.43258589 0.42038891 0.48994976 0.69752926 0.37847843] [ 0.52658732 0.53401049 0.37046584 0.42814642 0.4870262 ] [ 0.60069305 0.53230739 0.41588732 0.60490766 0.44058605] [ 0.25033005 0.54444231 0.42725638 0.89573885 0.61037217] [ 0.5469868 0.47904298 0.49191778 0.59270442 0.42067941] [ 0.26369906 0.45068666 0.47256274 0.75539768 0.44363638] [ 0.3178305 0.58133548 0.49811148 0.74841732 0.55194638] [ 0.71530518 0.54131715 0.50270103 0.4669922 0.41840295] [ 0.65363478 0.4550812 0.42999564 0.50201778 0.55153875] [ 0.52052764 0.4150014 0.56976174 0.56933887 0.55540756] Progress: 27.2% ... Training loss: 0.606 ... Validation loss: 1.034[ 0.47629454 0.46580127 0.53850934 0.63473541 0.40444513] [ 0.76924915 0.26640068 0.52439062 0.30524976 0.43360493] [ 0.48600513 0.63544216 0.48587383 0.57142376 0.58792072] [ 0.89628219 0.36606352 0.61322155 0.30455773 0.41897883] [ 0.71857373 0.34507851 0.47436913 0.33689591 0.32337793] [ 0.19869306 0.56606891 0.5549581 0.84313166 0.58620263] [ 0.74325001 0.51838237 0.38429798 0.36558332 0.34827881] [ 0.65448855 0.62554544 0.41567689 0.45823301 0.49320038] [ 0.69778612 0.52095528 0.44213683 0.50056662 0.32509065] [ 0.78758415 0.54490225 0.38936712 0.37140442 0.30600455] [ 0.67469394 0.51274438 0.41183151 0.48676177 0.49814681] [ 0.23873452 0.43175785 0.54075741 0.76359309 0.63845974] [ 0.68331014 0.34273504 0.47575528 0.20421887 0.50535772] [ 0.14646971 0.45855971 0.49232015 0.93108777 0.65653972] [ 0.49048346 0.57927391 0.58687488 0.586414 0.45553163] [ 0.36551545 0.3839721 0.48223462 0.71639722 0.45657356] [ 0.80154306 0.50419544 0.51699542 0.30649692 0.4241554 ] [ 0.16702188 0.63450721 0.42865326 0.91483658 0.54772458] [ 0.52155518 0.5225641 0.44072733 0.4025306 0.38198742] [ 0.63384031 0.63696971 0.38226121 0.61948229 0.41231972] [ 0.56683957 0.49554736 0.37319089 0.52016368 0.42803408] [ 0.77269516 0.46653838 0.67235547 0.39690951 0.31751032] [ 0.09850231 0.57852832 0.62608454 0.89082398 0.74260555] [ 0.57856646 0.44963765 0.41341207 0.61797872 0.35351825] [ 0.27393976 0.54698068 0.52417319 0.76178589 0.34970512] [ 0.77859265 0.3753468 0.42763882 0.35092697 0.42486915] [ 0.70320187 0.52994121 0.48474699 0.35481115 0.35698477] [ 0.42497675 0.51750136 0.45098271 0.60733698 0.39576857] [ 0.56127657 0.43766293 0.50563091 0.5854987 0.62593851] [ 0.7189397 0.50838626 0.44139298 0.31626887 0.49945495] [ 0.17277786 0.74754204 0.29945132 0.85124449 0.57598896] [ 0.73722286 0.44021169 0.66851583 0.40463926 0.449585 ] [ 0.47436341 0.41522418 0.48869868 0.54096586 0.40782433] [ 0.34324776 0.65742229 0.39195435 0.67056182 0.53419005] [ 0.73795258 0.43077405 0.49464587 0.36475041 0.31563487] [ 0.55907124 0.53705382 0.3642458 0.68238385 0.52784974] [ 0.69854402 0.3874484 0.42535545 0.31967589 0.46633711] [ 0.49834443 0.55015335 0.50023739 0.4891273 0.37893248] [ 0.64169403 0.39495035 0.65707583 0.34509364 0.36767746] [ 0.71877744 0.38154393 0.54874884 0.34698006 0.41559553] [ 0.46551701 0.44881946 0.44703869 0.41297474 0.42917774] [ 0.68752802 0.37633445 0.42889337 0.33705822 0.38215012] [ 0.26248716 0.6812821 0.39901159 0.64595552 0.6132264 ] [ 0.75019888 0.37777841 0.44473144 0.31510961 0.52065909] [ 0.73036289 0.3399158 0.45743275 0.56835979 0.41938801] [ 0.27756655 0.57642659 0.55205216 0.81441191 0.47651957] [ 0.28552939 0.65152013 0.28186816 0.93956753 0.37579674] [ 0.47800657 0.55399413 0.40569932 0.68656197 0.35584447] [ 0.19353796 0.71417092 0.5077309 0.76071078 0.57483836] [ 0.72372555 0.43334379 0.42822715 0.36255397 0.49924946] [ 0.65806106 0.33279952 0.65176336 0.48548148 0.45366674] [ 0.56134076 0.64450293 0.38197732 0.77199365 0.36953731] [ 0.54848442 0.69582255 0.38336652 0.74155305 0.45908532] [ 0.38081915 0.66126359 0.42369012 0.58223188 0.57579748] [ 0.64720391 0.59354744 0.51148466 0.57430579 0.41886071] [ 0.30805947 0.50089669 0.41768493 0.66767082 0.57281638] [ 0.72907589 0.38635379 0.55671592 0.40273137 0.40218142] [ 0.64301139 0.45054066 0.49453139 0.48805008 0.30913071] [ 0.7143137 0.56920144 0.6506626 0.54984487 0.4036689 ] [ 0.39006308 0.53685471 0.45484791 0.64131511 0.36404999] [ 0.37668425 0.72618548 0.42441031 0.79791245 0.54288859] [ 0.45159896 0.39305786 0.52174939 0.52845072 0.32007847] [ 0.58769567 0.45666369 0.46969386 0.45220017 0.43079861] [ 0.26386255 0.70443839 0.26429029 0.79239737 0.49741956] [ 0.47703915 0.50144016 0.39744803 0.58717424 0.38998502] [ 0.32730748 0.56930248 0.45681248 0.69904422 0.40594033] [ 0.55190322 0.40612576 0.61847302 0.30004074 0.61464103] [ 0.43169306 0.64665361 0.42431368 0.74717782 0.44220486] [ 0.87521167 0.48431281 0.50203541 0.16018706 0.31730885] [ 0.11501196 0.67877455 0.46449235 0.85035407 0.5801824 ] [ 0.61478838 0.59271341 0.42329783 0.5996052 0.41963343] [ 0.41684677 0.54187473 0.42255261 0.62742182 0.50680129] [ 0.37451119 0.38252888 0.52316247 0.81415958 0.49048782] [ 0.53750402 0.5848371 0.50208194 0.53163318 0.57567235] [ 0.11791182 0.51540303 0.51640006 0.72993318 0.60311629] [ 0.46578291 0.46287165 0.49199901 0.31223799 0.4893176 ] [ 0.4996248 0.5481239 0.43409063 0.57750827 0.46224925] [ 0.47366476 0.49890796 0.57488966 0.58179088 0.46297709] [ 0.33318295 0.54386599 0.48995727 0.74596221 0.43481632] [ 0.22622261 0.52839112 0.49205628 0.7957048 0.48523783] [ 0.80394159 0.55569078 0.47327419 0.36453155 0.45189467] [ 0.71970034 0.36959048 0.5706196 0.2399986 0.36724473] [ 0.70020365 0.4708558 0.50578514 0.35772364 0.42326341] [ 0.71735025 0.26201879 0.40833688 0.24916902 0.4716161 ] [ 0.64323287 0.55815622 0.49558096 0.42957087 0.35623345] [ 0.73839567 0.46985866 0.5856494 0.42961424 0.42331373] [ 0.11185008 0.60326521 0.54477573 0.83622176 0.64309447] [ 0.3616345 0.54926078 0.38109709 0.71749783 0.46452647] [ 0.49949979 0.49621998 0.35991899 0.48613771 0.37632464] [ 0.11831408 0.58793705 0.43709371 0.83596616 0.63179432] [ 0.62729146 0.3886776 0.51134028 0.34341209 0.59799661] [ 0.42214814 0.57565833 0.34493296 0.59393405 0.52977918] [ 0.14902823 0.5744025 0.41761518 0.85882523 0.52546207] [ 0.19234342 0.74132446 0.32540875 0.88230465 0.40464955] [ 0.54549437 0.49574751 0.40881754 0.46117798 0.47828432] [ 0.68167204 0.49659159 0.54093585 0.30326114 0.55706689] [ 0.47114772 0.39791628 0.42061743 0.52733233 0.60177811] [ 0.26594669 0.51616091 0.52307145 0.71103868 0.55226898] [ 0.70148562 0.4948115 0.39339247 0.2943131 0.31910791] [ 0.27851045 0.52886059 0.42393645 0.73776424 0.57147219] [ 0.11284291 0.63573947 0.55946743 0.91026165 0.56033995] [ 0.62981894 0.55946548 0.48126162 0.43019076 0.42958982] [ 0.56677387 0.29392629 0.57016816 0.54104899 0.41429691] [ 0.55962425 0.38287739 0.5054533 0.57656203 0.33269377] [ 0.64522869 0.61372469 0.3029951 0.48490783 0.31936873] [ 0.26369404 0.45092622 0.47244089 0.75554788 0.44374505] [ 0.57022894 0.57381709 0.53956352 0.6139468 0.40906952] [ 0.09961005 0.62704344 0.45803548 0.89337141 0.49405152] [ 0.73865335 0.5144767 0.32609543 0.26142632 0.30681958] [ 0.74697082 0.33944939 0.57018349 0.26361413 0.44886074] [ 0.85989965 0.37186824 0.5908457 0.16839771 0.34409396] [ 0.35233981 0.43929011 0.41198336 0.68894074 0.45033008] [ 0.5365162 0.31069269 0.61987677 0.52309541 0.49470071] [ 0.66429788 0.33214481 0.66247211 0.4111028 0.31944443] [ 0.42554098 0.60864778 0.45643403 0.72431019 0.44302406] [ 0.23883171 0.54441819 0.51245204 0.70059582 0.58891368] [ 0.91089579 0.25307327 0.59334538 0.13509539 0.38113138] [ 0.69048268 0.54557932 0.50405373 0.51659382 0.43073054] [ 0.88175119 0.46491878 0.56238592 0.34306458 0.37697815] [ 0.68052127 0.37099884 0.53856668 0.21604901 0.46457132] [ 0.17034206 0.59856117 0.45447992 0.91434639 0.53613927] [ 0.32906078 0.6326604 0.5147012 0.48039351 0.61782904] [ 0.48062189 0.41628212 0.42863058 0.74794502 0.39542159] [ 0.5153289 0.55853435 0.52744415 0.55062205 0.34496432] [ 0.35410608 0.53118088 0.48602668 0.55169068 0.6072329 ] [ 0.49065577 0.64620542 0.35602207 0.6083068 0.44938885] [ 0.14539796 0.52910399 0.41495422 0.86167213 0.64083824] [ 0.56861319 0.44531869 0.49435408 0.36222139 0.55155793] Progress: 27.3% ... Training loss: 0.605 ... Validation loss: 1.038[ 0.7156292 0.51808606 0.58027248 0.55259437 0.4111926 ] [ 0.33766423 0.45581466 0.69169891 0.6552205 0.51808282] [ 0.86695833 0.37998572 0.62514967 0.1513005 0.38473713] [ 0.65913238 0.39473843 0.54240505 0.15968159 0.42061257] [ 0.60346695 0.40778238 0.56899571 0.49954943 0.50283939] [ 0.50633101 0.34823034 0.44409956 0.72256368 0.36765608] [ 0.85122057 0.43749694 0.54866797 0.1745086 0.39271726] [ 0.67857231 0.45386383 0.51630637 0.34784804 0.42018339] [ 0.89568329 0.3022836 0.60967611 0.16095793 0.37830681] [ 0.68221744 0.40058551 0.54662748 0.46752453 0.43356827] [ 0.44350611 0.49261496 0.4790322 0.7301145 0.34899779] [ 0.35750663 0.58739274 0.4584236 0.56434472 0.4192382 ] [ 0.806218 0.53092089 0.38465105 0.43251281 0.33718424] [ 0.76649486 0.3258508 0.60319974 0.255729 0.36089122] [ 0.41176003 0.53590514 0.58374827 0.44945204 0.41642947] [ 0.11304213 0.52386835 0.33018785 0.88917517 0.52164051] [ 0.6281775 0.42629154 0.56690139 0.42588008 0.43189168] [ 0.37042773 0.4717796 0.56341627 0.54305779 0.5551169 ] [ 0.73368669 0.51464976 0.56717145 0.16782521 0.45189061] [ 0.4277258 0.51781657 0.55728332 0.47915907 0.53462316] [ 0.73657834 0.40694529 0.40922306 0.35759759 0.39509536] [ 0.74620834 0.25041952 0.56741166 0.28891441 0.46106791] [ 0.38336289 0.52680869 0.53348824 0.59664336 0.52357261] [ 0.26446262 0.57995771 0.46519997 0.82170936 0.45025703] [ 0.58636483 0.40369684 0.31402012 0.52840728 0.44664028] [ 0.22826798 0.67813456 0.44178673 0.71634847 0.4588074 ] [ 0.7079272 0.4874084 0.49781826 0.34119799 0.3269375 ] [ 0.52168897 0.36866013 0.68232312 0.49382132 0.40479756] [ 0.62047163 0.34735947 0.53159163 0.42796784 0.55233592] [ 0.51913902 0.45940658 0.59504723 0.69492208 0.33112368] [ 0.29344451 0.52325493 0.48883351 0.58935646 0.39967312] [ 0.75114359 0.50442848 0.46136057 0.32702361 0.45092001] [ 0.2557525 0.56464149 0.45766465 0.88255669 0.58241675] [ 0.63445714 0.45353311 0.51109822 0.46637311 0.46641062] [ 0.39408537 0.55167104 0.42412182 0.70370507 0.53193301] [ 0.4898291 0.49258276 0.62327094 0.37635221 0.39842734] [ 0.53439896 0.50458756 0.59922824 0.58441718 0.5614646 ] [ 0.3448905 0.6804602 0.38902554 0.76044934 0.40415223] [ 0.13698546 0.50454471 0.35907727 0.90610208 0.58284772] [ 0.08989493 0.56757158 0.35059951 0.94605443 0.4661568 ] [ 0.13518701 0.57406105 0.4893558 0.91408942 0.62940569] [ 0.39477062 0.50975379 0.48830963 0.70380917 0.41094797] [ 0.81217341 0.30824197 0.54196868 0.15877218 0.38155403] [ 0.57229903 0.37549256 0.54319999 0.34797803 0.52900795] [ 0.68784353 0.54327278 0.35133404 0.57386722 0.35744912] [ 0.90493199 0.4804234 0.4998387 0.21379275 0.34005452] [ 0.56133609 0.50188616 0.56225278 0.49230708 0.42430784] [ 0.09698412 0.63945871 0.46760808 0.85890984 0.42070819] [ 0.70255848 0.39372636 0.59222487 0.30615678 0.40293341] [ 0.34575186 0.61714329 0.30750772 0.77166535 0.554072 ] [ 0.7765349 0.46903188 0.56945171 0.37386521 0.41061754] [ 0.63756182 0.47537818 0.57259582 0.69985188 0.34836344] [ 0.13056034 0.67836318 0.39281536 0.91572979 0.44482159] [ 0.81266255 0.42062376 0.46275736 0.19399343 0.29640509] [ 0.81226496 0.30731459 0.5158367 0.34238447 0.4437586 ] [ 0.32405628 0.56922455 0.46933997 0.69100913 0.45230417] [ 0.86818375 0.36753003 0.46319943 0.13140628 0.26482776] [ 0.53324833 0.54819316 0.46797881 0.32565786 0.33397549] [ 0.81206187 0.38860214 0.46873143 0.29733332 0.433338 ] [ 0.61504009 0.39020211 0.44632383 0.56483915 0.27752297] [ 0.86837316 0.3165072 0.58973974 0.23868243 0.33317503] [ 0.54035721 0.40342182 0.51534328 0.44681172 0.47998296] [ 0.83695235 0.4897433 0.54615034 0.2976632 0.34504859] [ 0.55230753 0.49437618 0.54154824 0.55333861 0.42757524] [ 0.17734279 0.66316102 0.35564164 0.74171618 0.460812 ] [ 0.49501707 0.46132508 0.50092726 0.50757058 0.60857185] [ 0.56445117 0.57795869 0.55446389 0.68660521 0.29923286] [ 0.32503941 0.53903871 0.4626736 0.84577843 0.4652137 ] [ 0.68824118 0.62154821 0.44285248 0.39303514 0.40639964] [ 0.70355162 0.54255029 0.40981999 0.60672908 0.52418573] [ 0.48965416 0.59811008 0.3614467 0.46728178 0.31313685] [ 0.43963229 0.59536136 0.44283301 0.71143197 0.56767453] [ 0.68503869 0.34204522 0.49324099 0.26232142 0.33746058] [ 0.60696464 0.59650303 0.48630811 0.32473437 0.46254659] [ 0.76131218 0.41661398 0.63164017 0.38448568 0.31871905] [ 0.47703365 0.45546193 0.35314247 0.51898617 0.51837568] [ 0.60843677 0.64811447 0.39481681 0.493549 0.3750376 ] [ 0.32558681 0.71070705 0.39248957 0.81914856 0.48629746] [ 0.51803367 0.46324563 0.61369262 0.75024987 0.35246127] [ 0.43273231 0.65971231 0.44464693 0.7634012 0.59758825] [ 0.3507657 0.59048126 0.46203507 0.73272674 0.61461208] [ 0.81000964 0.4074104 0.39533515 0.41738245 0.3963203 ] [ 0.66742294 0.4816808 0.61280977 0.32314194 0.50468433] [ 0.73698463 0.40076436 0.55516971 0.4887209 0.33568104] [ 0.4299035 0.49538528 0.46035644 0.53119277 0.3375508 ] [ 0.75117572 0.2631245 0.60482888 0.40206481 0.44896537] [ 0.40013862 0.61753137 0.48636412 0.6469867 0.53190407] [ 0.83174124 0.25030373 0.52179096 0.25765386 0.42013896] [ 0.27600115 0.57785062 0.47243759 0.88868255 0.55966104] [ 0.43545996 0.57618753 0.4544677 0.71803495 0.45405605] [ 0.83879813 0.4413226 0.49888828 0.37969092 0.37316772] [ 0.63697494 0.63911029 0.36184856 0.6483898 0.43648926] [ 0.73499404 0.40853672 0.51967659 0.52097309 0.40441871] [ 0.75744167 0.4322698 0.45736097 0.29895528 0.3011477 ] [ 0.49208041 0.64571875 0.35621713 0.60755251 0.44917189] [ 0.68972708 0.35472681 0.53363362 0.27656674 0.50434883] [ 0.32374961 0.55058804 0.43611943 0.81870738 0.38226151] [ 0.82984192 0.52599991 0.463963 0.30188674 0.35519795] [ 0.53192993 0.53040602 0.48297819 0.61070422 0.59315247] [ 0.47286811 0.56660527 0.48655394 0.40261383 0.35987882] [ 0.7091547 0.3241424 0.66338986 0.35369072 0.35402996] [ 0.41115789 0.53414718 0.48370657 0.52029621 0.67356724] [ 0.44955044 0.56115437 0.42499592 0.52566769 0.44510624] [ 0.65116923 0.38814742 0.52020629 0.38602619 0.43300653] [ 0.88140008 0.35000451 0.57994567 0.17358451 0.36907263] [ 0.85412769 0.40394167 0.54430634 0.26938158 0.39257089] [ 0.37519921 0.53499141 0.62079008 0.52572831 0.60210482] [ 0.76611605 0.46381564 0.50583382 0.19331182 0.34119119] [ 0.6020342 0.4366885 0.55626718 0.72084842 0.41383812] [ 0.72721683 0.56535975 0.46825656 0.54908092 0.34307026] [ 0.73188289 0.63050745 0.52733178 0.47602486 0.39191133] [ 0.87679617 0.38827805 0.49392219 0.16957087 0.3556208 ] [ 0.54731254 0.63828882 0.36212507 0.48014588 0.47467875] [ 0.41384727 0.61640384 0.34411726 0.66213422 0.50669666] [ 0.24411816 0.71652407 0.2386388 0.80412636 0.47677312] [ 0.74553187 0.47879821 0.55026732 0.39718135 0.44845046] [ 0.42162698 0.51624582 0.57400888 0.74760324 0.37506477] [ 0.5237763 0.60511307 0.55836897 0.53384531 0.48109655] [ 0.78108749 0.44346961 0.51107375 0.3263624 0.4993335 ] [ 0.25882295 0.47861673 0.50235988 0.78517617 0.45993072] [ 0.66989269 0.42433385 0.48455814 0.44798304 0.35707947] [ 0.60160277 0.62286773 0.48020944 0.4791331 0.35997411] [ 0.41176003 0.53590514 0.58374827 0.44945204 0.41642947] [ 0.23075881 0.60102025 0.37431099 0.86352036 0.34455686] [ 0.69264864 0.53643883 0.5567223 0.49688814 0.38458952] [ 0.18705401 0.70917257 0.4203769 0.74059632 0.41080167] [ 0.12761298 0.57765166 0.55111341 0.87025117 0.57205778] [ 0.32230976 0.51421043 0.58101087 0.74982897 0.49885613] Progress: 27.4% ... Training loss: 0.605 ... Validation loss: 1.037[ 0.4625512 0.55829129 0.48017852 0.52077116 0.54853445] [ 0.78507397 0.4384578 0.42055818 0.13973333 0.30476835] [ 0.48441044 0.64800332 0.3135131 0.61436315 0.46273362] [ 0.47567765 0.61256881 0.31915624 0.45917228 0.33105085] [ 0.84761333 0.50586583 0.49417224 0.33649903 0.37474566] [ 0.4746864 0.52680665 0.36310425 0.54134286 0.32462081] [ 0.87799945 0.40683 0.53444376 0.24095282 0.32594839] [ 0.21957403 0.67821941 0.3118036 0.86406204 0.55391127] [ 0.13119481 0.6317587 0.44300833 0.79388326 0.53542667] [ 0.68002479 0.45465241 0.55964692 0.39315313 0.46037469] [ 0.22965664 0.54218136 0.5212532 0.89030951 0.49249677] [ 0.55083603 0.47473107 0.52877473 0.3956112 0.53063154] [ 0.73454051 0.36442315 0.53494305 0.37675072 0.33212393] [ 0.49073679 0.48126213 0.4118064 0.6851952 0.45124856] [ 0.47515638 0.47707431 0.47753307 0.67389071 0.3347963 ] [ 0.82118301 0.29551014 0.65273053 0.16559408 0.41786481] [ 0.7786847 0.29348391 0.34473438 0.28259834 0.36962658] [ 0.51665064 0.47324643 0.59063159 0.52330699 0.39251 ] [ 0.63478748 0.44200909 0.62994562 0.44173327 0.43582787] [ 0.55740021 0.57657063 0.39436298 0.47891146 0.47947524] [ 0.68224392 0.57094225 0.40194126 0.66670442 0.41287412] [ 0.39849775 0.45535153 0.44169078 0.47319629 0.45950066] [ 0.68734359 0.42674265 0.4550728 0.42427977 0.29672793] [ 0.54902957 0.61284857 0.45246484 0.54238084 0.56284045] [ 0.52261195 0.55012336 0.4142976 0.50123537 0.47364037] [ 0.63760412 0.53576619 0.57562698 0.44201944 0.498174 ] [ 0.43763855 0.37166476 0.50520371 0.67247477 0.61842827] [ 0.38940331 0.34750582 0.52010277 0.71740998 0.43925834] [ 0.52369988 0.48758516 0.39741276 0.66611654 0.41037959] [ 0.51226827 0.40760659 0.50456337 0.5537067 0.53262021] [ 0.36656268 0.54130364 0.52323847 0.73697906 0.43417345] [ 0.41280042 0.43705947 0.41928745 0.56318791 0.51289059] [ 0.64075692 0.4332177 0.54624134 0.39788008 0.41809841] [ 0.20675869 0.73343147 0.29479899 0.88825229 0.44943808] [ 0.22014055 0.63426775 0.32968691 0.78437548 0.4146208 ] [ 0.79522518 0.41447648 0.52618669 0.24193949 0.26863585] [ 0.28012147 0.4778948 0.51513736 0.58853478 0.63122758] [ 0.5636863 0.57838506 0.55428648 0.68697639 0.29936961] [ 0.28120642 0.66522849 0.34932714 0.69403559 0.50786941] [ 0.5765954 0.46641481 0.41170509 0.43830302 0.47753824] [ 0.34168619 0.55983267 0.50927696 0.65042086 0.58724028] [ 0.65751232 0.45030431 0.57395175 0.3604214 0.60363707] [ 0.4137244 0.50621043 0.48032235 0.71648005 0.3767153 ] [ 0.26607013 0.66477254 0.2835554 0.81552409 0.44223635] [ 0.8419269 0.23408296 0.47070211 0.23066357 0.34424725] [ 0.38742868 0.60486712 0.4369488 0.7314355 0.55122961] [ 0.65440957 0.48503005 0.51962071 0.40137418 0.42115361] [ 0.18670827 0.60570006 0.47450006 0.76155061 0.57862636] [ 0.47543138 0.48903386 0.56393515 0.73122218 0.47892101] [ 0.10968726 0.64796643 0.39252686 0.93061307 0.55119386] [ 0.64968065 0.38877011 0.51993545 0.38689459 0.43325027] [ 0.81763573 0.42189172 0.46779222 0.21573888 0.40349355] [ 0.44712152 0.66583825 0.43381116 0.57297996 0.42130269] [ 0.45111922 0.42543246 0.64555613 0.6504744 0.38299643] [ 0.79008341 0.4042643 0.46357934 0.31575527 0.35165821] [ 0.71423617 0.47805989 0.69580391 0.36534536 0.38542297] [ 0.0964514 0.50117 0.40344322 0.89417722 0.61695878] [ 0.4587905 0.75876044 0.25724526 0.70189977 0.42695354] [ 0.31449197 0.60404154 0.36227407 0.77389487 0.4697345 ] [ 0.89944898 0.32549419 0.61257337 0.1468027 0.40824011] [ 0.68405712 0.58810931 0.38108608 0.5788486 0.50156475] [ 0.63556542 0.49260533 0.60106715 0.42353863 0.55504048] [ 0.07653117 0.62287783 0.46123531 0.92376452 0.57456582] [ 0.67185328 0.52209624 0.40734909 0.3238797 0.44471675] [ 0.59082042 0.30894384 0.46175847 0.30755526 0.44694151] [ 0.84771301 0.34983164 0.64466934 0.30350649 0.36476915] [ 0.80026587 0.45910285 0.55190554 0.21108392 0.41461699] [ 0.28754229 0.63152076 0.40878091 0.76041704 0.44160033] [ 0.72747011 0.4625783 0.43705628 0.40638837 0.37895943] [ 0.3699845 0.49244844 0.44215371 0.61472612 0.37736289] [ 0.71268609 0.3247166 0.50503848 0.6685976 0.37180288] [ 0.52426027 0.47806486 0.51411628 0.33802861 0.46435365] [ 0.32349457 0.50836877 0.67100295 0.82711648 0.4880995 ] [ 0.31549466 0.69824206 0.46350022 0.82489424 0.60287613] [ 0.83051947 0.4086495 0.54936645 0.24518173 0.37641304] [ 0.78376098 0.46211882 0.48889907 0.20784964 0.41879196] [ 0.56170668 0.62636688 0.48314368 0.57099989 0.44248725] [ 0.52120257 0.50381435 0.54031295 0.56900252 0.53313598] [ 0.2254093 0.69805402 0.49193009 0.72585632 0.45407936] [ 0.63336128 0.47574282 0.50907423 0.73048361 0.4085915 ] [ 0.43217396 0.44488883 0.40411952 0.62018695 0.38571573] [ 0.74331228 0.50046117 0.44617789 0.40062585 0.4062821 ] [ 0.40835382 0.51857103 0.40383364 0.54970805 0.45455878] [ 0.54816288 0.41715022 0.48598485 0.64970317 0.32552924] [ 0.65590523 0.47671623 0.64227755 0.62038656 0.43478052] [ 0.64555964 0.517596 0.50790305 0.5184481 0.45025727] [ 0.63475534 0.35209019 0.53280184 0.25257265 0.41304468] [ 0.78623365 0.42117838 0.52733327 0.41044841 0.41431834] [ 0.74103447 0.46521106 0.35839369 0.36032246 0.45399867] [ 0.52751015 0.43904478 0.52026399 0.57255293 0.60707546] [ 0.67402742 0.42626951 0.49156663 0.43447942 0.46857747] [ 0.42934019 0.50886694 0.61083417 0.53608729 0.55339792] [ 0.68164953 0.41073121 0.45395142 0.44184306 0.37054317] [ 0.63447438 0.41668305 0.59639123 0.40320859 0.58367295] [ 0.34258427 0.57352427 0.25859293 0.80269589 0.4977336 ] [ 0.70507326 0.50820243 0.53581341 0.42977265 0.46905292] [ 0.44623246 0.45010875 0.5011965 0.69421162 0.31568098] [ 0.43303414 0.4779627 0.6183385 0.6698761 0.51265687] [ 0.48550465 0.49608887 0.45793898 0.42169519 0.41184605] [ 0.64801426 0.52271755 0.32920315 0.86582335 0.36740658] [ 0.31894781 0.53127427 0.41781615 0.77286509 0.34655882] [ 0.72216975 0.44183102 0.51839292 0.40137528 0.34655131] [ 0.63884849 0.554923 0.46868046 0.53811824 0.31907189] [ 0.3539805 0.52504609 0.4875534 0.42379651 0.6239574 ] [ 0.61574266 0.46662172 0.40365369 0.68909449 0.51913081] [ 0.29396634 0.48856763 0.59553522 0.66495343 0.54351415] [ 0.11013855 0.61996329 0.41139968 0.84948202 0.56094106] [ 0.57124424 0.49942285 0.39844386 0.50336282 0.40708039] [ 0.21874547 0.54724603 0.47062874 0.82925422 0.43745243] [ 0.54818134 0.37030103 0.5646423 0.76632189 0.4144121 ] [ 0.17496115 0.50780047 0.51073758 0.80105007 0.41971749] [ 0.68259925 0.27505756 0.4835042 0.39536429 0.56790388] [ 0.69682849 0.42984851 0.46011401 0.28560826 0.29094607] [ 0.51043072 0.39963501 0.44760301 0.65805935 0.5445858 ] [ 0.48248329 0.45557722 0.52144925 0.5900254 0.40036916] [ 0.15556075 0.69955222 0.38983913 0.81219075 0.48334678] [ 0.69598878 0.31591483 0.74033573 0.31499386 0.46445332] [ 0.5313683 0.39548618 0.45715563 0.67240776 0.30856721] [ 0.85052292 0.36212971 0.44195556 0.2307432 0.28647531] [ 0.85002845 0.38632483 0.62126437 0.19067759 0.47332888] [ 0.07766936 0.46660054 0.44785352 0.85326192 0.55336921] [ 0.7068369 0.47138642 0.5138047 0.38407981 0.44836169] [ 0.75241848 0.38716131 0.61441482 0.32649957 0.46748176] [ 0.34470403 0.45496943 0.63059256 0.7252776 0.48206972] [ 0.29179049 0.51993413 0.43954872 0.74903496 0.61919687] [ 0.47080902 0.45869382 0.53473118 0.43230003 0.5028923 ] [ 0.29545433 0.52245879 0.55363304 0.67446472 0.61820149] [ 0.76619916 0.40725209 0.48196278 0.30735518 0.52439945] Progress: 27.4% ... Training loss: 0.605 ... Validation loss: 1.034[ 0.17582038 0.70123354 0.2854272 0.87240556 0.61058542] [ 0.87598855 0.41503446 0.54479551 0.33308947 0.2898778 ] [ 0.48898771 0.5353054 0.24874094 0.60412641 0.41725927] [ 0.75719657 0.54828996 0.54150679 0.53223814 0.37546923] [ 0.52439788 0.67036623 0.41432501 0.6598245 0.43582285] [ 0.14839446 0.59585966 0.40595265 0.8801588 0.47501756] [ 0.85323107 0.3868449 0.51012067 0.32833788 0.35198772] [ 0.34352961 0.48177699 0.61899836 0.6536889 0.51986882] [ 0.71322992 0.51062517 0.57145164 0.52643723 0.41303774] [ 0.58983735 0.63198798 0.44094182 0.62019222 0.39976749] [ 0.51376027 0.65261378 0.35081603 0.67229388 0.3751712 ] [ 0.39553624 0.42798535 0.64444331 0.6647259 0.3546789 ] [ 0.14804367 0.66035519 0.37247137 0.85344223 0.55246156] [ 0.738063 0.4420987 0.57871909 0.27766161 0.52093772] [ 0.45755612 0.60260871 0.56880235 0.66383182 0.49878516] [ 0.55604628 0.42073637 0.63561739 0.7334889 0.42980069] [ 0.5752484 0.47094593 0.58508349 0.63283236 0.33162704] [ 0.72160066 0.47279336 0.43294829 0.24565887 0.37350311] [ 0.80899498 0.29127177 0.60214123 0.1527379 0.34605446] [ 0.13537112 0.62363965 0.39264914 0.8226881 0.41935731] [ 0.74328235 0.4678153 0.43295518 0.38935277 0.37736812] [ 0.68053522 0.56018775 0.56565185 0.52986527 0.41070499] [ 0.34053312 0.5063509 0.56187341 0.80116354 0.4520731 ] [ 0.45846759 0.48258038 0.54337447 0.56711707 0.58775449] [ 0.14954178 0.65073075 0.48858472 0.88552064 0.56182169] [ 0.46086883 0.4766858 0.45930487 0.54826301 0.50413897] [ 0.56569362 0.57420799 0.53792183 0.54122149 0.53914711] [ 0.28899585 0.53944362 0.39481546 0.66799209 0.59285885] [ 0.33111414 0.57462999 0.51825172 0.69014393 0.48083095] [ 0.7519568 0.38742397 0.6143075 0.32676504 0.46758849] [ 0.51580504 0.66642746 0.40957022 0.60846878 0.57079401] [ 0.81225749 0.45211764 0.56428902 0.17487946 0.52011382] [ 0.5597362 0.46563684 0.48384485 0.40772838 0.43268172] [ 0.42627664 0.4617175 0.54484854 0.63585616 0.436623 ] [ 0.80627661 0.49464919 0.54627555 0.18367921 0.43446342] [ 0.66490352 0.55854268 0.45366941 0.45200248 0.39430302] [ 0.51583449 0.39829251 0.58437812 0.52230972 0.36342186] [ 0.53351449 0.44607426 0.48778925 0.70719725 0.34027022] [ 0.16402896 0.58422336 0.4452545 0.83941277 0.46267073] [ 0.88508319 0.36687163 0.57194018 0.12661376 0.34278057] [ 0.6870789 0.3962292 0.61685524 0.47632949 0.40687244] [ 0.80914284 0.40720727 0.45863003 0.41176994 0.32069144] [ 0.48664379 0.6493632 0.33406958 0.63181524 0.43319955] [ 0.80265211 0.31222836 0.55481013 0.1991287 0.38031891] [ 0.56444729 0.60557688 0.49827027 0.54017987 0.54917192] [ 0.59584732 0.40462623 0.5946001 0.28032413 0.43316285] [ 0.91398618 0.40927233 0.48838345 0.17179727 0.39349317] [ 0.61222185 0.4642418 0.57405157 0.44871059 0.37400672] [ 0.28850144 0.59921162 0.50929402 0.59885916 0.43781274] [ 0.24731078 0.49734231 0.49270973 0.72614398 0.658362 ] [ 0.17926798 0.6868636 0.3893827 0.92567324 0.66320404] [ 0.46423873 0.40616688 0.39892707 0.62963899 0.59236536] [ 0.67452229 0.56405235 0.43214879 0.44162696 0.39728195] [ 0.66723263 0.36366321 0.50218982 0.37631127 0.48955264] [ 0.75041311 0.6336265 0.42698779 0.44580541 0.45210195] [ 0.39955337 0.49613877 0.40455348 0.76111149 0.34442175] [ 0.12779815 0.5777136 0.5510753 0.87013031 0.57210962] [ 0.32281957 0.54075207 0.42479241 0.78609367 0.4775418 ] [ 0.20388287 0.55368155 0.47966221 0.84015486 0.37848075] [ 0.38894717 0.4618641 0.53394933 0.50799114 0.57242752] [ 0.54366181 0.45989654 0.38302086 0.55157928 0.4654178 ] [ 0.62994681 0.36667387 0.65191523 0.58370889 0.36594543] [ 0.2984326 0.54910776 0.31583471 0.9001435 0.45621642] [ 0.58087221 0.64583007 0.445843 0.54738326 0.49896032] [ 0.44813654 0.60211436 0.38402601 0.67342233 0.36151378] [ 0.52261896 0.4889365 0.36092001 0.52387271 0.41332537] [ 0.86539357 0.35682152 0.45471216 0.11697574 0.24515016] [ 0.29530852 0.52348805 0.54192544 0.59139081 0.49295363] [ 0.70362904 0.4179 0.49425866 0.25776278 0.41246904] [ 0.61832942 0.59868907 0.51924909 0.55879076 0.40756524] [ 0.47538574 0.65272368 0.402625 0.73612056 0.36482343] [ 0.83392977 0.50903268 0.42219016 0.40528738 0.40439736] [ 0.1945841 0.66371178 0.48400839 0.81348681 0.66432939] [ 0.68927276 0.35937598 0.40582008 0.19513919 0.40579654] [ 0.40853646 0.50403654 0.44179505 0.77305517 0.34105887] [ 0.55080181 0.30495068 0.54938742 0.37188847 0.50223413] [ 0.72018309 0.63009269 0.44378693 0.43467113 0.45332492] [ 0.29209175 0.47567594 0.45326141 0.73304728 0.41466934] [ 0.39345055 0.35124758 0.4997911 0.65929782 0.41545564] [ 0.35113577 0.55214142 0.44766996 0.69782626 0.658287 ] [ 0.21551149 0.56027552 0.58880915 0.74626778 0.58942129] [ 0.5872316 0.51545609 0.44239205 0.47725252 0.31031226] [ 0.35643375 0.47950044 0.46577983 0.56416746 0.4526708 ] [ 0.5227118 0.51215303 0.42543111 0.55987705 0.49749014] [ 0.53499279 0.44611576 0.58136161 0.58532969 0.50967597] [ 0.76804576 0.56150973 0.36268021 0.49495151 0.33182883] [ 0.31544136 0.56869849 0.47323888 0.69943469 0.3543233 ] [ 0.57535531 0.45402347 0.48229617 0.56205629 0.44301286] [ 0.44697548 0.40911622 0.55154684 0.41078902 0.48329142] [ 0.72800246 0.54931645 0.43334042 0.3497025 0.29025448] [ 0.1401957 0.56059984 0.60435207 0.80337254 0.63039387] [ 0.73341894 0.51108721 0.50623356 0.43513321 0.37148196] [ 0.27168933 0.53497392 0.61447549 0.74635045 0.53210293] [ 0.64419695 0.56299055 0.48426828 0.43361435 0.35295496] [ 0.12641415 0.57744215 0.40717774 0.90483093 0.5739885 ] [ 0.78382304 0.43660856 0.63410702 0.2941849 0.32570933] [ 0.72460003 0.51425276 0.53398963 0.42927832 0.41954193] [ 0.59895186 0.36738618 0.60900732 0.36545284 0.52107191] [ 0.5158693 0.62177332 0.64288715 0.60890213 0.55616587] [ 0.6788173 0.41204429 0.54696407 0.31004251 0.47772288] [ 0.74171241 0.3516236 0.4523294 0.33817267 0.38750863] [ 0.5671164 0.48797284 0.5022523 0.52324196 0.42378378] [ 0.52696642 0.53805477 0.61518945 0.39913622 0.52608204] [ 0.55118295 0.57284758 0.56273831 0.48966354 0.36266984] [ 0.72133132 0.34858728 0.50097244 0.21876745 0.37065577] [ 0.08505839 0.57678123 0.46097486 0.92609317 0.5738531 ] [ 0.4986342 0.40717314 0.46637309 0.59238706 0.52818385] [ 0.7563849 0.34884287 0.55336534 0.28336179 0.45865478] [ 0.43477513 0.35403606 0.56732954 0.41320623 0.72747889] [ 0.3526955 0.49995675 0.50683389 0.70257851 0.4289161 ] [ 0.49153993 0.56542031 0.59782918 0.61678458 0.35764689] [ 0.15869802 0.72116351 0.4705002 0.75583464 0.60252062] [ 0.86026129 0.47171973 0.54512904 0.24936287 0.37560661] [ 0.67352189 0.50136674 0.47083894 0.50948197 0.38059327] [ 0.40980921 0.57695705 0.58220046 0.59349267 0.48755269] [ 0.55564132 0.48572233 0.52807953 0.51364281 0.41094743] [ 0.39211926 0.51004422 0.51522711 0.58527059 0.47766396] [ 0.36130614 0.55852278 0.525249 0.77197816 0.54065903] [ 0.71394636 0.3941104 0.43080441 0.66572898 0.39805251] [ 0.55119221 0.50364737 0.59521948 0.60395584 0.40629643] [ 0.84119989 0.43613749 0.48962759 0.21850989 0.41667053] [ 0.48811464 0.70254991 0.30992258 0.60601191 0.36969007] [ 0.3276937 0.52576508 0.42581719 0.82355942 0.38720783] [ 0.66723517 0.47969354 0.53463245 0.43873885 0.52346854] [ 0.81916101 0.36307879 0.55423658 0.41503794 0.40993991] [ 0.66994234 0.47068985 0.58329428 0.39372863 0.46644488] [ 0.54597744 0.41795899 0.45636551 0.74899211 0.38850076] [ 0.58311716 0.37089649 0.43520785 0.43491167 0.52323506] Progress: 27.4% ... Training loss: 0.604 ... Validation loss: 1.035[ 0.56154235 0.59657445 0.49589883 0.55100274 0.50024879] [ 0.53880134 0.37654452 0.60649457 0.6734021 0.3719444 ] [ 0.74402228 0.47263067 0.494528 0.3306585 0.38788815] [ 0.24638547 0.57138948 0.58232915 0.77961756 0.60426716] [ 0.36912075 0.56811145 0.49996002 0.4676597 0.53464747] [ 0.83246275 0.45492001 0.60083057 0.18278559 0.43169873] [ 0.3940011 0.44833642 0.4565387 0.66770756 0.49962377] [ 0.80875921 0.2913411 0.60209932 0.15284258 0.34607927] [ 0.79157633 0.41269944 0.48487597 0.26304188 0.27088634] [ 0.20943007 0.5770921 0.48146826 0.89780485 0.61642087] [ 0.51057296 0.54606919 0.43986449 0.66864387 0.60919396] [ 0.7991394 0.35419178 0.46315914 0.15903986 0.41142192] [ 0.53413512 0.50560267 0.56202455 0.6196489 0.51949556] [ 0.13392846 0.50105819 0.54816453 0.79502711 0.48322976] [ 0.44185435 0.53102872 0.6365274 0.45899933 0.5722574 ] [ 0.73014989 0.58599888 0.3741378 0.23466092 0.3719922 ] [ 0.82692398 0.48810516 0.57151453 0.22691678 0.46943582] [ 0.45591482 0.54550774 0.45668003 0.66963005 0.55504443] [ 0.86382536 0.3359644 0.55331388 0.15380563 0.40497757] [ 0.84992928 0.41997215 0.51235468 0.17846586 0.285654 ] [ 0.07251237 0.67864773 0.41031019 0.93946504 0.59523231] [ 0.29657724 0.55542077 0.46304089 0.68518426 0.53233673] [ 0.22872793 0.68488428 0.39230548 0.84601315 0.49258741] [ 0.72035052 0.43095261 0.47320148 0.36227013 0.35705981] [ 0.59495327 0.49633945 0.66024653 0.60630417 0.41120128] [ 0.50053129 0.45110645 0.49380178 0.71920774 0.34929004] [ 0.19171427 0.68058219 0.49014186 0.76422031 0.62962769] [ 0.44685976 0.66617097 0.43364955 0.57321391 0.4214531 ] [ 0.3750645 0.51383003 0.39933313 0.68372483 0.5313711 ] [ 0.13519221 0.74335326 0.37309944 0.83178477 0.61562037] [ 0.62517963 0.48377908 0.39323002 0.5836635 0.34606113] [ 0.54634777 0.40475058 0.59290666 0.64207341 0.40584834] [ 0.59161003 0.5323577 0.43333774 0.32999024 0.35558203] [ 0.38261149 0.63722478 0.2775931 0.71435445 0.40803241] [ 0.82864556 0.41985822 0.52079786 0.19576943 0.36531208] [ 0.24847266 0.51282129 0.41468857 0.75801944 0.45062984] [ 0.27089806 0.54425649 0.44632562 0.78284868 0.63866489] [ 0.41215608 0.53154009 0.51259548 0.69984897 0.33094804] [ 0.3739013 0.62878098 0.34745589 0.75640009 0.4340208 ] [ 0.43513863 0.60141686 0.49320479 0.55456265 0.49046899] [ 0.74262031 0.3145871 0.57493455 0.33636005 0.43453584] [ 0.3866415 0.70835031 0.40892836 0.69377751 0.45186234] [ 0.5398099 0.44982511 0.50272394 0.48690487 0.41818422] [ 0.7135619 0.59814866 0.55986001 0.48631089 0.41815591] [ 0.41530349 0.59312065 0.40810053 0.63334999 0.39242389] [ 0.35396483 0.43902107 0.41208786 0.68813373 0.45023008] [ 0.52878834 0.38872654 0.56539696 0.76284272 0.42108296] [ 0.87743835 0.43118185 0.45217425 0.19651309 0.23577406] [ 0.41411635 0.60123433 0.3062787 0.702918 0.38944435] [ 0.45887922 0.53214171 0.52334942 0.45330309 0.55939748] [ 0.59600509 0.30685588 0.5829843 0.48312319 0.61077001] [ 0.21520606 0.64094595 0.42729057 0.86731011 0.39604497] [ 0.80473777 0.28202813 0.60552741 0.19521518 0.4416295 ] [ 0.62902876 0.37350248 0.49580279 0.55404856 0.48903336] [ 0.22129617 0.56380177 0.52058301 0.83366735 0.47925433] [ 0.29470475 0.50432935 0.53173798 0.79074126 0.52903269] [ 0.42343968 0.34419244 0.63150142 0.59137433 0.57780001] [ 0.59570854 0.60071036 0.48856969 0.59824912 0.42309653] [ 0.81184884 0.32758957 0.54348957 0.19517878 0.37205979] [ 0.75947721 0.41096385 0.53206835 0.2900562 0.48028877] [ 0.49888689 0.49580541 0.63218773 0.63670259 0.4861509 ] [ 0.81616308 0.35279607 0.60959208 0.11536969 0.4523183 ] [ 0.78092984 0.36891695 0.46456426 0.2700644 0.36456944] [ 0.61347732 0.52304653 0.31936743 0.54028004 0.38695204] [ 0.32225582 0.55819757 0.46619504 0.66267327 0.52871088] [ 0.44055183 0.59512279 0.44882859 0.60209051 0.4423277 ] [ 0.30060495 0.57942608 0.52301086 0.78323026 0.66016563] [ 0.77774972 0.40801996 0.43229755 0.38308438 0.31201363] [ 0.5630252 0.5003345 0.57032944 0.50678395 0.58226516] [ 0.87136984 0.40501631 0.51398532 0.24726999 0.31802855] [ 0.2014821 0.60002181 0.47400165 0.7888765 0.54846297] [ 0.64395855 0.53690807 0.47464622 0.44499549 0.40812254] [ 0.4601942 0.50384968 0.52231953 0.50975731 0.61201861] [ 0.37824215 0.56397626 0.50194472 0.47825571 0.57739553] [ 0.39673934 0.51752821 0.40109505 0.34548655 0.48176385] [ 0.66673963 0.45341385 0.41316845 0.24060264 0.36674189] [ 0.46670335 0.4258758 0.64681382 0.30079341 0.68133862] [ 0.13552245 0.62383667 0.39255996 0.82265291 0.41945359] [ 0.50196314 0.47801318 0.53980745 0.57547223 0.48600518] [ 0.56062384 0.44195189 0.47367019 0.35455335 0.42321143] [ 0.45916888 0.53767909 0.53781889 0.3543104 0.63263058] [ 0.44084759 0.50215132 0.55498855 0.40352217 0.58303661] [ 0.28177695 0.58616336 0.5827975 0.80041515 0.58708802] [ 0.08027231 0.58246608 0.41109536 0.95714432 0.59330739] [ 0.22285931 0.72959487 0.32643813 0.74303769 0.47907928] [ 0.70748753 0.50840569 0.51925245 0.61572508 0.38490635] [ 0.40050022 0.64520251 0.38122707 0.68442664 0.40541274] [ 0.68348875 0.4703014 0.42902135 0.52060113 0.30470253] [ 0.80239244 0.31229452 0.55477531 0.19928211 0.38033872] [ 0.81622176 0.36378961 0.48822251 0.15850559 0.43217877] [ 0.65509457 0.50777799 0.43468946 0.33300759 0.43119455] [ 0.58974426 0.41545652 0.64518461 0.65576147 0.46866527] [ 0.57875194 0.44569553 0.46267783 0.3809729 0.47755218] [ 0.51241116 0.47818777 0.60189163 0.43743158 0.43462747] [ 0.55551935 0.47655024 0.55641891 0.52508027 0.44881759] [ 0.35621513 0.57100885 0.44190857 0.6939256 0.49037204] [ 0.52825091 0.50272197 0.41643143 0.66335574 0.44128224] [ 0.54062348 0.42020736 0.56662289 0.47002684 0.45956608] [ 0.27001803 0.47509466 0.50868469 0.81714358 0.51132309] [ 0.72416587 0.44067679 0.54236645 0.51420494 0.43737462] [ 0.22983224 0.66930366 0.34084352 0.88860526 0.518068 ] [ 0.65962287 0.62026405 0.24108632 0.49817878 0.38371864] [ 0.73071746 0.51444234 0.43845024 0.45862627 0.3193971 ] [ 0.60692849 0.3505078 0.6378624 0.2480512 0.5245982 ] [ 0.51926289 0.47414592 0.44898456 0.6333173 0.25277044] [ 0.27272715 0.50857433 0.51336481 0.61656615 0.59901571] [ 0.39755321 0.56401193 0.41156441 0.60013974 0.66203833] [ 0.72130337 0.3601543 0.62799305 0.27374679 0.40536778] [ 0.73749298 0.45671287 0.44444398 0.41024966 0.36348983] [ 0.24091048 0.57826913 0.4822433 0.83698756 0.54433366] [ 0.2175256 0.47421932 0.65687642 0.80681071 0.64769554] [ 0.62996985 0.58713475 0.45860504 0.57654228 0.49819532] [ 0.4839297 0.62310156 0.49731234 0.59057677 0.49493096] [ 0.52091107 0.59009973 0.5544003 0.48907658 0.40591383] [ 0.15302167 0.68385307 0.34217978 0.87523273 0.36764972] [ 0.14099088 0.71317537 0.34052815 0.92081687 0.53817733] [ 0.13977487 0.65913995 0.46114339 0.77747079 0.52006284] [ 0.81200919 0.4778072 0.57188839 0.12568835 0.4883421 ] [ 0.40839153 0.50833619 0.4588507 0.71188537 0.34853392] [ 0.36828432 0.54657238 0.51101127 0.56974001 0.4015707 ] [ 0.80012346 0.36616383 0.56133461 0.23540335 0.38876675] [ 0.49574297 0.65702281 0.2801898 0.54621716 0.37267803] [ 0.60752502 0.38924873 0.50670474 0.51165571 0.48971234] [ 0.8403848 0.38587346 0.60834531 0.34249905 0.42112468] [ 0.75309398 0.38678655 0.57039794 0.23136979 0.41909107] [ 0.60618445 0.58651083 0.36771229 0.46399343 0.36020181] [ 0.55123063 0.50074172 0.68365507 0.53891431 0.54121605] [ 0.63166042 0.49634004 0.41618322 0.35900969 0.41811278] Progress: 27.5% ... Training loss: 0.604 ... Validation loss: 1.032[ 0.1346463 0.64997657 0.48907656 0.90236652 0.57296951] [ 0.76658733 0.47536216 0.56455432 0.36586048 0.34849824] [ 0.18872366 0.58283118 0.42016442 0.86638534 0.46709421] [ 0.59011567 0.69378661 0.31765782 0.59503732 0.35697337] [ 0.5942046 0.46346467 0.55995016 0.52255568 0.57720645] [ 0.46307809 0.40481232 0.55000465 0.74767236 0.45607903] [ 0.26642942 0.55049861 0.59517806 0.6922047 0.5045386 ] [ 0.15226758 0.55575585 0.47935015 0.79448976 0.46995948] [ 0.21754155 0.61431701 0.28059859 0.79973589 0.41858038] [ 0.25128814 0.58830291 0.28665833 0.83993643 0.58284196] [ 0.50551926 0.50949766 0.36400962 0.64757592 0.3581588 ] [ 0.51391237 0.60644612 0.38805727 0.70188078 0.35399458] [ 0.84325581 0.36034341 0.6543735 0.16837729 0.40121289] [ 0.60806739 0.68040214 0.34962924 0.63024231 0.3746143 ] [ 0.82573301 0.51772006 0.32535937 0.40316321 0.33052771] [ 0.84065403 0.38556529 0.60846789 0.34218945 0.42100133] [ 0.68713485 0.46000073 0.36902112 0.54181605 0.52198502] [ 0.62813683 0.54582026 0.46533648 0.64108884 0.55941817] [ 0.77098757 0.54197016 0.51662538 0.31481638 0.40563086] [ 0.46114636 0.37966265 0.50381708 0.63500649 0.43825551] [ 0.52301814 0.60558076 0.55815696 0.53431523 0.48129278] [ 0.26546993 0.4705847 0.63179332 0.77836395 0.53490443] [ 0.75372417 0.51163115 0.54223699 0.35863343 0.54618072] [ 0.81565562 0.38951203 0.50909519 0.35843757 0.38103333] [ 0.31790907 0.54383214 0.54632733 0.71319608 0.58761804] [ 0.77141362 0.35621716 0.60238852 0.22785774 0.40705894] [ 0.59145092 0.36446402 0.61878378 0.54082927 0.35027033] [ 0.22245648 0.66347294 0.46966327 0.79324414 0.56123174] [ 0.21756873 0.63540232 0.46819396 0.84824055 0.66174787] [ 0.37023947 0.3592844 0.60684805 0.67218493 0.46177044] [ 0.84508625 0.37407354 0.62330193 0.23305808 0.36845815] [ 0.65756695 0.33861534 0.6958838 0.4643969 0.41548566] [ 0.76304711 0.57157897 0.3057876 0.62322231 0.35889914] [ 0.72712375 0.50411353 0.53847957 0.51721513 0.40353395] [ 0.84603007 0.40153667 0.58802453 0.21787752 0.38748495] [ 0.522274 0.52852195 0.47179012 0.55367509 0.50172094] [ 0.24235379 0.54578085 0.43301081 0.6955859 0.37480128] [ 0.31471835 0.51481593 0.38540439 0.71192689 0.33287576] [ 0.81673701 0.36335369 0.48842563 0.158292 0.4319902 ] [ 0.35902529 0.51848784 0.34772085 0.62589654 0.54020498] [ 0.5355656 0.58272968 0.44203031 0.52377244 0.31654239] [ 0.82744147 0.39541565 0.47798751 0.26516486 0.3339107 ] [ 0.68598933 0.44670997 0.43175931 0.43239935 0.43316698] [ 0.13384041 0.67629364 0.35836233 0.93782519 0.53692115] [ 0.12558917 0.57830171 0.46748731 0.81927801 0.46452165] [ 0.25483905 0.66082081 0.54566847 0.7563893 0.48648776] [ 0.22417833 0.57457584 0.51849251 0.83157109 0.51329319] [ 0.50295729 0.47143383 0.4225065 0.66447805 0.33791409] [ 0.81494137 0.49227097 0.49385031 0.35010336 0.43880132] [ 0.76086726 0.47669431 0.57108568 0.47145554 0.4897147 ] [ 0.59963819 0.39226287 0.66788831 0.62300784 0.42749777] [ 0.91257481 0.32692893 0.40437028 0.20912243 0.37546956] [ 0.57562815 0.57856404 0.54199289 0.41033083 0.46106713] [ 0.8131359 0.41638551 0.58210681 0.20998428 0.43043565] [ 0.25296207 0.64313067 0.32702249 0.77117085 0.37402851] [ 0.52625151 0.60479278 0.48954406 0.47381643 0.41230556] [ 0.83532301 0.57542598 0.49925081 0.30902731 0.38045493] [ 0.57834057 0.51626605 0.46685859 0.53764934 0.53320019] [ 0.2600351 0.71640656 0.33063564 0.84818327 0.50329369] [ 0.69004728 0.54262802 0.35154997 0.57240412 0.35723994] [ 0.66292852 0.4185472 0.55214559 0.2836329 0.45209676] [ 0.62336375 0.58801955 0.45416831 0.31896998 0.34283762] [ 0.51385105 0.47049051 0.52700464 0.31838396 0.51714143] [ 0.15786661 0.64078664 0.4409903 0.81725963 0.58516834] [ 0.60806739 0.68040214 0.34962924 0.63024231 0.3746143 ] [ 0.44231729 0.45334064 0.509622 0.52572107 0.47066031] [ 0.75731071 0.30517366 0.58545295 0.29044359 0.4402643 ] [ 0.91450919 0.26782844 0.54070822 0.10951783 0.38130546] [ 0.53711458 0.5461375 0.52217606 0.48885371 0.48603728] [ 0.37982872 0.44176257 0.44867176 0.75653964 0.62740944] [ 0.61959247 0.41274664 0.4502533 0.35733471 0.38281421] [ 0.75878176 0.42896882 0.51821373 0.25367563 0.35470224] [ 0.50293249 0.49489502 0.41216366 0.64613788 0.34081779] [ 0.2380697 0.61818712 0.44551173 0.71042991 0.41142213] [ 0.16360512 0.57902895 0.54837089 0.86997911 0.6474438 ] [ 0.39708571 0.68455692 0.33394383 0.69105284 0.38620306] [ 0.29061528 0.53602099 0.61388955 0.7756175 0.58648425] [ 0.61153689 0.51347403 0.44846209 0.59467486 0.35422865] [ 0.73843688 0.42626728 0.39011509 0.33860678 0.42726895] [ 0.64721699 0.40731175 0.57018937 0.49104517 0.36279532] [ 0.32086342 0.42991405 0.47828349 0.88346544 0.58478094] [ 0.74962315 0.26358703 0.60461653 0.40324256 0.44914882] [ 0.79760574 0.29924021 0.58078911 0.21936729 0.39222277] [ 0.36256657 0.57393705 0.57426452 0.58026049 0.53487578] [ 0.24604659 0.5718865 0.58212039 0.77979809 0.60446422] [ 0.33480372 0.57402098 0.56015185 0.78952541 0.39518197] [ 0.61560544 0.43061205 0.42369627 0.48868609 0.36147634] [ 0.91976069 0.35575234 0.46748118 0.21514971 0.3259812 ] [ 0.76930891 0.39784968 0.43093505 0.37216653 0.45729295] [ 0.75178361 0.37691434 0.44509333 0.3139766 0.520303 ] [ 0.69597562 0.61969338 0.36682201 0.54423176 0.33739662] [ 0.25925698 0.55098908 0.3391452 0.80639942 0.49134491] [ 0.35084398 0.5159068 0.53507905 0.66596968 0.57513497] [ 0.31530794 0.51663872 0.45518115 0.70114999 0.38350634] [ 0.58611672 0.54087111 0.50909178 0.44604125 0.46824235] [ 0.45135526 0.51310989 0.46469111 0.62818755 0.365386 ] [ 0.44901548 0.6241319 0.53232052 0.65669845 0.58083844] [ 0.48812683 0.51103519 0.48467925 0.36022209 0.58941053] [ 0.75539089 0.35690381 0.57414616 0.3151547 0.36530695] [ 0.74869385 0.44010216 0.42973544 0.38278172 0.35184256] [ 0.73156069 0.53490176 0.60005623 0.42202298 0.42972478] [ 0.35076356 0.61565886 0.30801701 0.76936624 0.55354453] [ 0.52307046 0.41229072 0.57820727 0.63986405 0.35397963] [ 0.34861159 0.55271438 0.41833109 0.64476402 0.40494319] [ 0.37225975 0.61460794 0.46915988 0.69097625 0.62743727] [ 0.3930806 0.44859178 0.49355241 0.48723643 0.52925215] [ 0.52450614 0.47305194 0.42180338 0.72311824 0.31589479] [ 0.23521585 0.53450417 0.45985061 0.82833851 0.50317386] [ 0.67439975 0.35711815 0.58437467 0.66842554 0.41652084] [ 0.92899942 0.31779531 0.53353305 0.15242666 0.38790058] [ 0.30940411 0.56413735 0.4114841 0.5593305 0.59167975] [ 0.44335514 0.42922032 0.44734169 0.7238158 0.33584045] [ 0.65078137 0.54535266 0.56121872 0.39692389 0.42306916] [ 0.72220412 0.40177945 0.55803062 0.26660582 0.46424436] [ 0.29548292 0.62269954 0.65295539 0.61891166 0.54942643] [ 0.70495877 0.50924544 0.54842155 0.47981169 0.43106046] [ 0.53711458 0.5461375 0.52217606 0.48885371 0.48603728] [ 0.5424219 0.59784201 0.42996082 0.55885001 0.38877805] [ 0.46979622 0.45144202 0.63544553 0.59696557 0.46111741] [ 0.72168594 0.42365866 0.36314649 0.34278386 0.36213099] [ 0.24353249 0.73889503 0.39393104 0.83657134 0.48827077] [ 0.41424203 0.42435102 0.49534236 0.80563698 0.45022633] [ 0.68841454 0.54230605 0.49181893 0.3427273 0.38425381] [ 0.69985302 0.37490654 0.58076318 0.52745098 0.39493826] [ 0.79246603 0.51389595 0.39760884 0.44848622 0.2905005 ] [ 0.11113937 0.63337696 0.3982329 0.91304845 0.43694204] [ 0.55238419 0.5415169 0.4760657 0.44879928 0.31572267] [ 0.27926591 0.58183001 0.48470403 0.67140555 0.64853213] Progress: 27.6% ... Training loss: 0.604 ... Validation loss: 1.038[ 0.60080996 0.47316847 0.54086072 0.5045611 0.53983675] [ 0.27834588 0.51094822 0.47275361 0.79720103 0.57820231] [ 0.56383291 0.59137256 0.39131859 0.53664583 0.42540643] [ 0.80312578 0.35943221 0.58118308 0.27411209 0.351542 ] [ 0.5175889 0.39798973 0.5845029 0.52145724 0.36331179] [ 0.54315161 0.40474837 0.39283814 0.48112975 0.40258528] [ 0.59610551 0.45913689 0.53604372 0.43781834 0.54545997] [ 0.62419968 0.58772709 0.45429483 0.31852254 0.34273626] [ 0.41692441 0.6303731 0.39003116 0.66970055 0.36643814] [ 0.767526 0.49883918 0.57334742 0.20614668 0.50267397] [ 0.64970969 0.47133203 0.43392871 0.34915807 0.4639344 ] [ 0.58491199 0.40552203 0.51076015 0.32136675 0.55539947] [ 0.29189209 0.57028009 0.28892723 0.77174407 0.59806598] [ 0.5601222 0.46505095 0.44423495 0.52106808 0.41008962] [ 0.25439373 0.69273093 0.36381878 0.84279359 0.50437418] [ 0.62248894 0.54963703 0.29976685 0.49392672 0.35607725] [ 0.6135539 0.41108934 0.5840427 0.46529283 0.44286935] [ 0.24965773 0.54510893 0.33918992 0.76165399 0.60594073] [ 0.8539185 0.28931715 0.59439162 0.19014971 0.42938875] [ 0.58162347 0.57520671 0.53075325 0.73158446 0.44367066] [ 0.78475911 0.39154001 0.43264043 0.43524696 0.44378183] [ 0.83962476 0.37833249 0.52575707 0.29205865 0.3944989 ] [ 0.4381953 0.59664498 0.55033927 0.59842786 0.47244423] [ 0.51779639 0.548181 0.50788935 0.63979225 0.44871676] [ 0.26018809 0.63819732 0.41957701 0.82617083 0.57474896] [ 0.78824008 0.55451102 0.60797455 0.36183397 0.43138627] [ 0.22804107 0.52825529 0.49208621 0.79471401 0.48523616] [ 0.82400719 0.38247895 0.59503775 0.22940164 0.41076839] [ 0.2950959 0.51260723 0.43897167 0.55377196 0.55343436] [ 0.20388963 0.57659991 0.48326482 0.88769941 0.55820937] [ 0.60797142 0.42231703 0.53293351 0.66440667 0.31827292] [ 0.52855022 0.43791951 0.67272659 0.68507947 0.44451392] [ 0.84157736 0.39602958 0.62293828 0.27905521 0.37262218] [ 0.29267906 0.710044 0.27645035 0.74269951 0.49069297] [ 0.46203816 0.52032124 0.49608954 0.81045003 0.41746355] [ 0.61172852 0.46250459 0.38860886 0.50039711 0.36516391] [ 0.67706843 0.52689876 0.4252408 0.40628049 0.33768417] [ 0.07803389 0.46681959 0.44774271 0.85292311 0.55351695] [ 0.74352662 0.31417827 0.575134 0.33578024 0.43434989] [ 0.56102933 0.51150249 0.45374102 0.54974208 0.47658794] [ 0.64241889 0.49605867 0.49756145 0.39254305 0.47827595] [ 0.52893355 0.45607789 0.63643046 0.66717031 0.48965324] [ 0.44429265 0.44837825 0.50010967 0.67781586 0.39549632] [ 0.5637577 0.30812507 0.46439837 0.52682044 0.37883446] [ 0.58704061 0.55100456 0.50829883 0.6228751 0.37454035] [ 0.50256005 0.53193711 0.47672317 0.79248064 0.41856851] [ 0.48130185 0.69111915 0.48145338 0.73428034 0.53418414] [ 0.38167464 0.57363296 0.57303256 0.65639091 0.36263106] [ 0.54005761 0.45137441 0.46711429 0.56051915 0.49408429] [ 0.39387945 0.4971439 0.68466194 0.74971473 0.44323824] [ 0.69513159 0.54657706 0.23645572 0.59261928 0.36551105] [ 0.65181531 0.46166046 0.54540407 0.54090271 0.44116577] [ 0.83177162 0.42524318 0.49021096 0.38802191 0.41832518] [ 0.77769805 0.41776257 0.53082085 0.40009268 0.31616696] [ 0.75869811 0.44778617 0.62675832 0.24145559 0.39762063] [ 0.23042004 0.40366713 0.52312362 0.89724287 0.6088359 ] [ 0.72594501 0.32132091 0.66690858 0.28433215 0.41898195] [ 0.61482749 0.5369666 0.36062032 0.42651323 0.42839204] [ 0.49584862 0.60625161 0.53878993 0.58642965 0.36813644] [ 0.8852916 0.33208174 0.57334545 0.1251404 0.39128417] [ 0.44427778 0.51375721 0.44913378 0.52317239 0.38193227] [ 0.83835399 0.56442123 0.63180195 0.39001146 0.36321726] [ 0.54494494 0.47134186 0.52949597 0.48161431 0.54889939] [ 0.75772642 0.30544067 0.59792769 0.22474275 0.44349808] [ 0.71336782 0.42635927 0.39705603 0.25020061 0.32297038] [ 0.51805449 0.41892873 0.49661033 0.59653543 0.37070427] [ 0.38192945 0.48299865 0.51627715 0.54515158 0.51668045] [ 0.82821756 0.39496472 0.47818623 0.26455559 0.33375436] [ 0.52019966 0.53441427 0.59397669 0.48149382 0.33264918] [ 0.86958842 0.42085382 0.50699579 0.26387606 0.36858366] [ 0.44180559 0.51304532 0.34623536 0.61146992 0.54840659] [ 0.50115491 0.47716336 0.52187953 0.5091674 0.40989215] [ 0.47826041 0.43811092 0.4791967 0.65107558 0.39575671] [ 0.63262234 0.47991364 0.50190029 0.6176239 0.43015249] [ 0.79738871 0.43139795 0.50399587 0.2047862 0.29949351] [ 0.81310545 0.35263137 0.4027689 0.2256534 0.30648808] [ 0.2332169 0.71091294 0.31213059 0.79711341 0.48125049] [ 0.21920953 0.661593 0.41796829 0.75228164 0.45659515] [ 0.46275412 0.5015409 0.62168494 0.61445646 0.54348712] [ 0.41456788 0.52021764 0.58525157 0.67940864 0.36684625] [ 0.40906166 0.6653498 0.42319961 0.571856 0.65286053] [ 0.62732185 0.41261829 0.40335744 0.58667324 0.40253881] [ 0.1660677 0.61968717 0.48072671 0.91044586 0.54176337] [ 0.6800848 0.36562595 0.53797053 0.29619696 0.44314825] [ 0.7903902 0.38893886 0.51044556 0.25545796 0.39246013] [ 0.69456147 0.5121073 0.45881004 0.30516905 0.48243988] [ 0.30933891 0.61273446 0.34256903 0.71679532 0.45378199] [ 0.3363713 0.56485247 0.55509764 0.6669696 0.6427927 ] [ 0.30015741 0.52871141 0.50491658 0.60029192 0.6228585 ] [ 0.1881123 0.43197123 0.46103055 0.63082046 0.61165593] [ 0.1861857 0.51000503 0.51914248 0.90215435 0.57627883] [ 0.59916276 0.39273658 0.5843041 0.354957 0.51718924] [ 0.78963322 0.42936139 0.54905967 0.24903907 0.4265942 ] [ 0.75975145 0.45531619 0.41236104 0.29810459 0.40648892] [ 0.35218478 0.64190163 0.45961666 0.81423121 0.4171928 ] [ 0.22201878 0.64087977 0.34699344 0.69199394 0.48187369] [ 0.56916657 0.46946693 0.40364461 0.50447038 0.42033222] [ 0.72620145 0.34291792 0.67042746 0.32430788 0.39068569] [ 0.6077989 0.3956566 0.47276853 0.44037603 0.44984181] [ 0.48060967 0.4244 0.53245976 0.42038185 0.58603072] [ 0.46395162 0.5665059 0.54985059 0.57857942 0.49025665] [ 0.17812508 0.66354794 0.35542951 0.74107662 0.46105803] [ 0.62671848 0.60060025 0.4282611 0.60180328 0.33456059] [ 0.10365383 0.51663959 0.5084244 0.88007252 0.65466546] [ 0.39154844 0.58824427 0.47535912 0.62443671 0.48095694] [ 0.42918605 0.46813473 0.48966017 0.38734623 0.52364443] [ 0.37621421 0.48372291 0.36210559 0.6968803 0.45517597] [ 0.16248876 0.66485382 0.3372438 0.81012283 0.45284887] [ 0.5775103 0.48153475 0.53944779 0.60591518 0.42057859] [ 0.57041039 0.45762394 0.60124945 0.65330203 0.44900387] [ 0.85067612 0.40066599 0.43423774 0.20056032 0.35285773] [ 0.368274 0.50706055 0.52911506 0.8104892 0.30689264] [ 0.91429702 0.32392065 0.66189795 0.10925958 0.30900842] [ 0.55947562 0.62031126 0.36392956 0.38651155 0.33707188] [ 0.61272783 0.48916595 0.40197844 0.64360589 0.36262002] [ 0.61090407 0.44492085 0.54739951 0.42304792 0.4640616 ] [ 0.78447266 0.37284842 0.59904544 0.15157922 0.47034559] [ 0.20465522 0.63994226 0.47439893 0.8494352 0.63791457] [ 0.49141004 0.56105617 0.42911649 0.47356574 0.53290734] [ 0.40610578 0.51455204 0.46876329 0.61686134 0.4572459 ] [ 0.47913527 0.67741343 0.59612221 0.58274478 0.59758517] [ 0.66881466 0.49262111 0.39665559 0.3287057 0.27699026] [ 0.69955432 0.57046965 0.46553422 0.53453753 0.3474458 ] [ 0.52978315 0.56319423 0.47609227 0.78304224 0.34379787] [ 0.37926955 0.5594127 0.52492003 0.58043466 0.61029078] [ 0.27338659 0.55969982 0.50894512 0.85405695 0.47488443] [ 0.50750307 0.4715163 0.44489098 0.65476733 0.33122449] [ 0.64398143 0.35389778 0.51046021 0.26030817 0.46453092] Progress: 27.6% ... Training loss: 0.603 ... Validation loss: 1.044[ 0.45071186 0.51317655 0.38741347 0.83229604 0.36679599] [ 0.55912971 0.51748499 0.3431987 0.4450167 0.34186436] [ 0.08479769 0.51345454 0.45740768 0.85541185 0.58186741] [ 0.82898607 0.31587433 0.44614065 0.08653737 0.29933879] [ 0.38113801 0.55863466 0.44084685 0.72564735 0.36473707] [ 0.25859787 0.65304537 0.45042514 0.77385205 0.53384081] [ 0.19065037 0.56409461 0.62446598 0.82572 0.61765841] [ 0.73927602 0.4674723 0.31862405 0.34138851 0.36850605] [ 0.4946484 0.60786293 0.48524037 0.65812941 0.52823184] [ 0.58585417 0.45280287 0.45644016 0.4738094 0.51506787] [ 0.27511091 0.48579246 0.37047839 0.871808 0.39072577] [ 0.24314318 0.49760556 0.47379478 0.80602853 0.42248809] [ 0.194238 0.60628986 0.47040026 0.83817748 0.62154903] [ 0.24941027 0.60958511 0.38924499 0.74825922 0.59938696] [ 0.66667059 0.33163461 0.47838637 0.35608903 0.45892847] [ 0.62835604 0.39270888 0.62085096 0.23141767 0.53237141] [ 0.56959544 0.53175981 0.57013039 0.56001049 0.29177321] [ 0.12220938 0.60097368 0.44005941 0.72926808 0.50259587] [ 0.79631993 0.30764108 0.55742377 0.28412094 0.3978376 ] [ 0.90457561 0.40684876 0.36969696 0.2436663 0.23622002] [ 0.59359604 0.34862714 0.34247783 0.46847451 0.39803792] [ 0.30891373 0.71484866 0.47105491 0.7831825 0.61739315] [ 0.33800827 0.70791983 0.29683398 0.79839231 0.34934637] [ 0.47647868 0.48180459 0.56980003 0.54983459 0.58952708] [ 0.43685396 0.42362937 0.44078584 0.62388597 0.38603711] [ 0.38620656 0.52913697 0.49841633 0.6695011 0.31837592] [ 0.41812655 0.51379927 0.57309237 0.43745962 0.53641594] [ 0.86657246 0.57397363 0.49437116 0.33336446 0.33777418] [ 0.46756644 0.54108472 0.50429418 0.62168755 0.34453204] [ 0.680832 0.57744104 0.42329283 0.43800904 0.41626685] [ 0.2481026 0.56960353 0.30721386 0.74451387 0.42471951] [ 0.48236373 0.47150533 0.55814054 0.56845383 0.43938808] [ 0.33078281 0.57621743 0.28408125 0.69915338 0.44643685] [ 0.47252181 0.45033778 0.63587519 0.59545884 0.46069303] [ 0.276524 0.54659399 0.5243194 0.76040965 0.34959889] [ 0.68502744 0.51799274 0.41626584 0.45593845 0.3327308 ] [ 0.2337928 0.49754156 0.52822884 0.7708693 0.52515399] [ 0.66731867 0.37261188 0.51942312 0.31886185 0.30675153] [ 0.15824662 0.55104978 0.39774822 0.85467608 0.46176716] [ 0.49449545 0.44256159 0.53543923 0.61365098 0.45397258] [ 0.70509277 0.41733489 0.65685295 0.23891996 0.52369723] [ 0.87961813 0.42691427 0.59651766 0.23256758 0.34031342] [ 0.17396662 0.54530001 0.30388483 0.84795932 0.5056442 ] [ 0.3352087 0.49941275 0.43451824 0.67509893 0.34062108] [ 0.76614671 0.46796445 0.56106471 0.49564328 0.41933402] [ 0.29599945 0.61003518 0.40899289 0.58029173 0.45474073] [ 0.72782405 0.34195399 0.67927558 0.28767794 0.38627454] [ 0.83283923 0.33681086 0.5384634 0.36361253 0.44811922] [ 0.15655504 0.6264883 0.51355021 0.82351707 0.65236854] [ 0.27111827 0.4760746 0.5452336 0.76347011 0.64761106] [ 0.21340851 0.48500405 0.43954219 0.90225234 0.57560539] [ 0.23866404 0.67663622 0.42120678 0.7582779 0.4412328 ] [ 0.65282604 0.4141269 0.56382495 0.44031447 0.44885672] [ 0.1885273 0.72774777 0.26336554 0.89299439 0.55984812] [ 0.81703142 0.51632362 0.45248765 0.40861086 0.36073667] [ 0.36352811 0.49095646 0.57620834 0.72857689 0.48836459] [ 0.12936392 0.54627089 0.40538996 0.86526033 0.49831566] [ 0.8771909 0.42471786 0.5799652 0.15761631 0.43261815] [ 0.8267624 0.31534908 0.63559217 0.1483591 0.46892106] [ 0.66686522 0.41726129 0.50038945 0.39406381 0.54198915] [ 0.40959764 0.66513935 0.42330117 0.57156251 0.6527733 ] [ 0.25202943 0.6747676 0.51040257 0.73831743 0.67763348] [ 0.60860085 0.42785011 0.58841298 0.65895091 0.36955373] [ 0.21767564 0.53172245 0.50556516 0.83106014 0.47570919] [ 0.32827701 0.55110187 0.54093293 0.73773358 0.37546986] [ 0.53827161 0.50469504 0.45064498 0.41681139 0.55513443] [ 0.18307371 0.59757322 0.54111546 0.77156939 0.56568085] [ 0.28293268 0.72401755 0.25269108 0.7846355 0.49574408] [ 0.21434822 0.55853848 0.35246817 0.82605711 0.49738425] [ 0.62676582 0.51846575 0.44029214 0.49179387 0.34272155] [ 0.35793987 0.53657092 0.54726795 0.85123521 0.54411429] [ 0.34465794 0.65137938 0.35198803 0.80187279 0.3652805 ] [ 0.91216603 0.25229155 0.55192414 0.13778264 0.30423809] [ 0.52222931 0.2881315 0.49883441 0.46285233 0.41556811] [ 0.25059468 0.70108002 0.32762582 0.75727903 0.51676623] [ 0.30028931 0.61107853 0.51336137 0.85273984 0.46217556] [ 0.51199249 0.5159757 0.53068368 0.48450447 0.39866395] [ 0.16539603 0.5084576 0.44205389 0.88112727 0.49748895] [ 0.83700177 0.52090756 0.61743885 0.3098895 0.42621912] [ 0.38741319 0.53874817 0.38331208 0.68680502 0.39574152] [ 0.41817426 0.44708395 0.53019759 0.50814047 0.50022461] [ 0.50055063 0.4952783 0.63239495 0.63585301 0.48594444] [ 0.31781659 0.65626817 0.49766841 0.55768522 0.51573909] [ 0.8042261 0.36653977 0.4787595 0.30476561 0.30135255] [ 0.59624592 0.48885987 0.42050909 0.44078024 0.39052543] [ 0.58962361 0.49766279 0.65043483 0.37399061 0.44840151] [ 0.76632608 0.35846132 0.47294588 0.16523358 0.27082283] [ 0.67522079 0.40165133 0.48082029 0.35420812 0.44823293] [ 0.27032721 0.49094618 0.55897791 0.5562465 0.67561928] [ 0.67449779 0.4389084 0.52617589 0.32364779 0.48057913] [ 0.21320606 0.62577614 0.4089421 0.77986492 0.52093018] [ 0.09780024 0.50787933 0.38130281 0.87237028 0.57640667] [ 0.33453025 0.4808893 0.56396353 0.7079337 0.5407329 ] [ 0.30604127 0.56267013 0.45205953 0.8603194 0.51482934] [ 0.45811437 0.53506702 0.32901336 0.53264932 0.45859664] [ 0.5119932 0.6028626 0.5020732 0.75145267 0.46711612] [ 0.48953819 0.42722885 0.62835088 0.52266164 0.38651283] [ 0.74023902 0.4535987 0.51537172 0.33225797 0.34740544] [ 0.39768064 0.53853455 0.58802467 0.55970603 0.43227022] [ 0.43532415 0.45094102 0.51916194 0.33895309 0.49031767] [ 0.6974748 0.29210163 0.52437561 0.3213872 0.44201026] [ 0.52834279 0.48376629 0.31546864 0.64656467 0.37427073] [ 0.63853817 0.36549773 0.5740925 0.24501752 0.48322832] [ 0.49521268 0.49007792 0.58507881 0.46734973 0.41277662] [ 0.78463372 0.39167146 0.43258547 0.43537576 0.44382914] [ 0.71458488 0.51651898 0.53784912 0.50692904 0.44048428] [ 0.38441018 0.54188307 0.45330272 0.65824851 0.5292046 ] [ 0.58442843 0.47845268 0.50908388 0.5144367 0.43176518] [ 0.391403 0.53332061 0.53350625 0.72489539 0.42986817] [ 0.44948527 0.56248466 0.38581072 0.522829 0.3902133 ] [ 0.78463372 0.39167146 0.43258547 0.43537576 0.44382914] [ 0.65237942 0.56951359 0.48424429 0.51134462 0.41705649] [ 0.77016858 0.32482834 0.64935347 0.24097535 0.38549814] [ 0.14463404 0.73460376 0.44051603 0.82544548 0.47096409] [ 0.76418281 0.35029294 0.47466316 0.24441 0.32784246] [ 0.06107169 0.63517112 0.3762136 0.90545348 0.55840913] [ 0.62587281 0.48478917 0.60857987 0.37378355 0.45365724] [ 0.24175197 0.67333745 0.45166098 0.74351018 0.38276685] [ 0.40637637 0.48946566 0.35981516 0.76660932 0.29383623] [ 0.67766645 0.53496707 0.50275854 0.36721494 0.40061094] [ 0.55614862 0.3881122 0.62191006 0.39857246 0.4932024 ] [ 0.14790465 0.58742009 0.47200927 0.93738995 0.6109369 ] [ 0.84155531 0.42335412 0.42876763 0.30099892 0.45338306] [ 0.54338636 0.34401871 0.62526526 0.69370781 0.4645239 ] [ 0.61022923 0.51861555 0.40798782 0.3757089 0.48018656] [ 0.43168573 0.583586 0.40942922 0.73299979 0.56767262] [ 0.82454184 0.43274072 0.50816245 0.17725342 0.45601719] [ 0.3158591 0.65960801 0.39962117 0.77915727 0.47575125] Progress: 27.6% ... Training loss: 0.603 ... Validation loss: 1.037[ 0.10673984 0.49632768 0.42510753 0.86364637 0.62637952] [ 0.64146574 0.39869992 0.59661953 0.31706618 0.52064805] [ 0.19468252 0.61230611 0.35911987 0.65906078 0.47079587] [ 0.65212597 0.4270845 0.6091524 0.37815192 0.46155209] [ 0.56203395 0.57599934 0.53256079 0.56811585 0.45404725] [ 0.81652297 0.49747155 0.51593089 0.33051417 0.32768141] [ 0.33172843 0.53540179 0.52570695 0.39911937 0.65968531] [ 0.8431714 0.38924584 0.56158443 0.37017104 0.38742951] [ 0.14100061 0.48170275 0.49849991 0.87554565 0.6731619 ] [ 0.63108465 0.43838848 0.5630534 0.31679978 0.46012264] [ 0.78473802 0.45405136 0.59960193 0.43756211 0.35773624] [ 0.16111479 0.64246007 0.35285505 0.80673225 0.43496083] [ 0.64718206 0.41225021 0.53604661 0.5325942 0.43977872] [ 0.29306806 0.61410548 0.47065943 0.82962914 0.36867266] [ 0.45320907 0.53636504 0.37271978 0.73230108 0.27658872] [ 0.74206359 0.4133903 0.42355624 0.45341705 0.47568384] [ 0.70359445 0.55795416 0.598483 0.36050601 0.43104097] [ 0.479605 0.47018418 0.42761049 0.59904667 0.28681002] [ 0.52743995 0.42060514 0.60923332 0.49840725 0.52490855] [ 0.8204181 0.36613514 0.50861172 0.25395744 0.44403629] [ 0.17408054 0.53129091 0.60925032 0.90176168 0.62758645] [ 0.19072829 0.68440177 0.33714302 0.71198047 0.48997365] [ 0.61082261 0.62649055 0.4347011 0.45992076 0.54525895] [ 0.17491917 0.50891522 0.40447309 0.86696935 0.48267338] [ 0.32595547 0.63926309 0.44136853 0.72808329 0.51584966] [ 0.84753322 0.52965931 0.59644511 0.34424631 0.34902963] [ 0.39248798 0.67291647 0.43364128 0.70997374 0.44675756] [ 0.14635074 0.66403305 0.51466523 0.91434142 0.51399146] [ 0.70111344 0.3208923 0.47036724 0.2951231 0.38460278] [ 0.56293377 0.36654808 0.50640223 0.579959 0.36349647] [ 0.42182366 0.64629357 0.5132155 0.51353285 0.40380473] [ 0.6159318 0.48060059 0.33484788 0.55910988 0.47193477] [ 0.71052822 0.40422305 0.63735263 0.47118717 0.43454768] [ 0.14942543 0.59487256 0.58390256 0.88291903 0.7041317 ] [ 0.81591224 0.31722376 0.58559289 0.15546259 0.37553492] [ 0.70143753 0.52192716 0.49929742 0.41550082 0.39843776] [ 0.18813486 0.60000762 0.47202417 0.85058293 0.66505899] [ 0.21466542 0.52624026 0.53884377 0.75487657 0.49326862] [ 0.24144795 0.61324832 0.43543675 0.85201642 0.47458039] [ 0.88695011 0.40096735 0.42992305 0.20654868 0.41441255] [ 0.41147038 0.48769522 0.46035709 0.65397421 0.30396204] [ 0.49138379 0.57929898 0.58684108 0.58605653 0.45553397] [ 0.10056487 0.61562662 0.5610587 0.88878924 0.72469354] [ 0.47080889 0.62274557 0.41545073 0.71826757 0.3588545 ] [ 0.69558831 0.56103182 0.56385266 0.61176043 0.42786849] [ 0.08035461 0.55564191 0.54251649 0.94469753 0.71674401] [ 0.7367022 0.43472113 0.54011769 0.21678748 0.39085025] [ 0.7472885 0.36469491 0.47899424 0.3673222 0.51848322] [ 0.84471655 0.44798323 0.55118351 0.16970168 0.36546932] [ 0.37060019 0.69347506 0.31264974 0.79908425 0.40613846] [ 0.70197019 0.31249418 0.44126841 0.63655815 0.39298901] [ 0.339226 0.44307298 0.52030785 0.68892905 0.43119277] [ 0.5545584 0.50441995 0.47575163 0.37199171 0.35221062] [ 0.15701621 0.52112255 0.50666947 0.83259839 0.46864119] [ 0.60521815 0.43593753 0.55655768 0.71932574 0.41358352] [ 0.28504565 0.49724169 0.52454746 0.7194001 0.4158881 ] [ 0.20532677 0.64800064 0.49811423 0.65729481 0.49250547] [ 0.43087076 0.54795483 0.51372477 0.75841323 0.3887849 ] [ 0.69663952 0.52317471 0.57219261 0.41482369 0.44115964] [ 0.54543987 0.51030274 0.44971306 0.70679137 0.47481704] [ 0.67845074 0.46673414 0.57014953 0.2905692 0.42627588] [ 0.36479967 0.46827839 0.63509751 0.78655264 0.46298772] [ 0.53275944 0.50922531 0.50014857 0.50456989 0.39561328] [ 0.42220758 0.50702426 0.42927486 0.64679205 0.60407991] [ 0.46056727 0.57338994 0.51560468 0.62537236 0.36882714] [ 0.29864538 0.50697048 0.43734726 0.84758178 0.47228291] [ 0.57769535 0.52084262 0.35124179 0.77335363 0.51359853] [ 0.80359183 0.4257484 0.60550504 0.14642058 0.51726762] [ 0.4914723 0.58735865 0.36774106 0.69066536 0.34721491] [ 0.15269895 0.48493962 0.47839452 0.92138374 0.63026571] [ 0.49896492 0.58166561 0.4941217 0.39299514 0.52726422] [ 0.38441711 0.42692937 0.58266722 0.65963557 0.42126406] [ 0.3042277 0.71984442 0.38386125 0.70251921 0.4499079 ] [ 0.21626318 0.59913479 0.40122 0.72774353 0.43546098] [ 0.77260733 0.5025525 0.53170603 0.39835791 0.32777304] [ 0.71232051 0.53753061 0.54544825 0.55073916 0.39984069] [ 0.64097674 0.53156539 0.47903609 0.4436484 0.49149594] [ 0.19912383 0.50072021 0.39964856 0.85440161 0.59814092] [ 0.5133674 0.44810745 0.42614724 0.47000055 0.47334204] [ 0.27496855 0.57896764 0.36209712 0.66291514 0.53835128] [ 0.28737753 0.51011732 0.36478656 0.6119223 0.58322299] [ 0.61039155 0.37262342 0.50400659 0.3589226 0.50625103] [ 0.14646835 0.59882014 0.38693461 0.88073606 0.49778134] [ 0.32554337 0.50606077 0.50353965 0.68696519 0.59273121] [ 0.78288386 0.46278066 0.48861813 0.20833661 0.41901254] [ 0.58587938 0.49921389 0.47041258 0.67058858 0.43570909] [ 0.23916945 0.68319158 0.3352516 0.71154898 0.50887997] [ 0.71064749 0.47332169 0.56852095 0.3540271 0.43982576] [ 0.24955063 0.51282863 0.41466279 0.75749366 0.45064225] [ 0.25944303 0.54248428 0.50119115 0.78453165 0.52491006] [ 0.53315012 0.4394955 0.40744135 0.54119675 0.47017553] [ 0.30036105 0.50250622 0.58982617 0.69850526 0.53896442] [ 0.24031343 0.50602161 0.59223053 0.70629916 0.61370577] [ 0.49471683 0.48425871 0.41557264 0.63743708 0.44833998] [ 0.30020768 0.53790212 0.52624878 0.84230748 0.45970827] [ 0.79507007 0.50005126 0.50081069 0.33867361 0.44104487] [ 0.374927 0.5104748 0.62878396 0.71872999 0.50022565] [ 0.49651144 0.52535243 0.44507947 0.73569111 0.35654616] [ 0.77043159 0.31378042 0.57277792 0.27315273 0.50528489] [ 0.49138666 0.5781301 0.42621459 0.6509544 0.37381707] [ 0.75910222 0.35717405 0.61243545 0.28752599 0.50763358] [ 0.41629465 0.48845436 0.3754947 0.48675686 0.47648918] [ 0.33809083 0.41481311 0.52473634 0.75452683 0.34530207] [ 0.27294667 0.535261 0.53283742 0.85618713 0.47087989] [ 0.58629613 0.3650096 0.69013784 0.65052117 0.40265538] [ 0.52113919 0.37416482 0.38239258 0.66671094 0.36845944] [ 0.60276113 0.46481301 0.52001103 0.29495208 0.53106275] [ 0.71131909 0.43299588 0.53029695 0.47019514 0.34392734] [ 0.74211177 0.39966971 0.46968376 0.24508317 0.38199342] [ 0.20564796 0.5889012 0.53274529 0.76908293 0.51746028] [ 0.18423201 0.53018169 0.46346243 0.86858751 0.55997927] [ 0.60490288 0.4223866 0.60344683 0.30500759 0.48799569] [ 0.21689101 0.59260403 0.42188281 0.81008223 0.56409194] [ 0.34896999 0.66327108 0.38674053 0.7242618 0.36613225] [ 0.67528706 0.45115118 0.36850885 0.51748647 0.31369088] [ 0.33195744 0.53751853 0.4490796 0.70171537 0.35535973] [ 0.49838325 0.53191903 0.34571753 0.64757937 0.31329835] [ 0.75464465 0.51092415 0.48267463 0.4000124 0.37208128] [ 0.71884411 0.39262978 0.54014676 0.12272827 0.50816835] [ 0.70562654 0.4879006 0.4666231 0.29503026 0.39770629] [ 0.56009098 0.60011117 0.36657282 0.53654329 0.35559451] [ 0.14830983 0.60512811 0.38526563 0.90387348 0.42497928] [ 0.51286951 0.64486503 0.38124062 0.63703459 0.40802152] [ 0.53277469 0.57960218 0.40880576 0.62225201 0.58303399] [ 0.76243211 0.40221489 0.50665562 0.27218834 0.30674902] [ 0.7744711 0.49094969 0.58350324 0.53578527 0.34948817] [ 0.30223618 0.42810224 0.42636704 0.63247178 0.54501324] [ 0.76924737 0.33990886 0.49300401 0.18311832 0.35135771] Progress: 27.7% ... Training loss: 0.603 ... Validation loss: 1.039[ 0.39108464 0.65577564 0.4342178 0.66534486 0.41403171] [ 0.27503084 0.55895959 0.50924855 0.85354182 0.47461394] [ 0.67484922 0.55323971 0.45259185 0.4371093 0.4841436 ] [ 0.31303048 0.48693855 0.60914465 0.70911853 0.51229252] [ 0.80722185 0.40060082 0.4464239 0.21619237 0.20361165] [ 0.2005478 0.41952911 0.5225473 0.8727612 0.65674347] [ 0.64126717 0.50415165 0.65074865 0.44202987 0.45869202] [ 0.67031685 0.40076487 0.54748081 0.4519412 0.47026677] [ 0.81612458 0.41089969 0.56511021 0.37557041 0.47927904] [ 0.34400625 0.52598182 0.33365937 0.6677512 0.43923117] [ 0.63700759 0.38980496 0.43711807 0.42097669 0.40379628] [ 0.32831973 0.55838848 0.36168019 0.69355346 0.59272925] [ 0.29454581 0.67639594 0.33558909 0.75686908 0.45229052] [ 0.73942097 0.55746914 0.50409352 0.36383102 0.41934284] [ 0.59992024 0.42415419 0.52374985 0.44789411 0.41610057] [ 0.58779985 0.47571249 0.39605768 0.68459542 0.42221334] [ 0.73615775 0.40274344 0.58678005 0.16616224 0.47566495] [ 0.75295311 0.32916453 0.64571771 0.29569781 0.37211575] [ 0.46498612 0.50070573 0.62200071 0.6134042 0.54316896] [ 0.75045485 0.36553466 0.54773196 0.22006144 0.47001797] [ 0.51351111 0.50672914 0.60161262 0.41841287 0.63249963] [ 0.27218554 0.72759039 0.34268388 0.84558756 0.52907534] [ 0.41731714 0.56772553 0.43000213 0.7027292 0.47394163] [ 0.58857904 0.54178696 0.50556525 0.40778161 0.52744686] [ 0.43966112 0.55842785 0.53724535 0.70031104 0.4966649 ] [ 0.72295276 0.38635753 0.54778031 0.44088769 0.34862345] [ 0.74228819 0.33540338 0.52282235 0.24935504 0.36791186] [ 0.8346934 0.44777071 0.53003342 0.15135794 0.30760428] [ 0.27973657 0.53144559 0.48063587 0.89058604 0.55876917] [ 0.67048472 0.38404421 0.65095642 0.30742423 0.48755967] [ 0.51932177 0.39746471 0.5846944 0.5205529 0.36310309] [ 0.75570468 0.42078552 0.51677159 0.24821318 0.42579849] [ 0.24233361 0.57911686 0.48287134 0.78241962 0.53996228] [ 0.64366988 0.37651207 0.49686482 0.53746669 0.24048328] [ 0.38235636 0.46064939 0.43381193 0.67518528 0.57568217] [ 0.68897746 0.35982976 0.40558253 0.19525188 0.40596153] [ 0.41285164 0.5122832 0.49912432 0.42563409 0.46017902] [ 0.33700386 0.56430001 0.48666054 0.83535591 0.44225692] [ 0.28294297 0.55369057 0.38688196 0.79110266 0.42456972] [ 0.52035857 0.43939401 0.57444354 0.67985922 0.31136823] [ 0.31726935 0.60973343 0.53373298 0.75389987 0.48064277] [ 0.15946349 0.60755082 0.53747861 0.83315994 0.40671953] [ 0.66447903 0.3790155 0.55198254 0.23925359 0.54819927] [ 0.14107999 0.56007765 0.48543986 0.87135978 0.46103187] [ 0.8731211 0.33568736 0.49142922 0.14101391 0.34865701] [ 0.48038759 0.4922406 0.512593 0.63141513 0.4554444 ] [ 0.33174093 0.47350208 0.50236019 0.68869663 0.54656063] [ 0.21197914 0.70893119 0.39011652 0.79330974 0.51928449] [ 0.6046791 0.53464534 0.34212892 0.50084281 0.41289278] [ 0.81517942 0.34560484 0.52057556 0.37832134 0.44492553] [ 0.31989199 0.51081253 0.47281812 0.75713276 0.58546864] [ 0.76794053 0.31446568 0.57400228 0.33914142 0.49918944] [ 0.28241936 0.57559318 0.5824747 0.70230029 0.58110886] [ 0.26852806 0.57051723 0.48305133 0.75701058 0.53767499] [ 0.57884006 0.44450674 0.54333518 0.52049636 0.52023748] [ 0.43942371 0.48986689 0.51131937 0.61564878 0.28501969] [ 0.42834596 0.57236403 0.4272471 0.75988202 0.43516455] [ 0.61105645 0.51372136 0.3432289 0.44067477 0.37573744] [ 0.57268978 0.42260186 0.43017689 0.66042206 0.46355448] [ 0.51339098 0.54121903 0.51453857 0.59066553 0.50931155] [ 0.65475892 0.3824839 0.5140802 0.42854246 0.43915901] [ 0.59541941 0.469195 0.4761876 0.58536742 0.26114551] [ 0.70040181 0.34356096 0.5564404 0.28432704 0.46178793] [ 0.78925105 0.54453088 0.38951079 0.36994271 0.30586625] [ 0.79173712 0.25056699 0.49371458 0.22412345 0.41334207] [ 0.4200393 0.41427641 0.47836464 0.60620483 0.38736802] [ 0.73913317 0.43552821 0.45665008 0.186931 0.30660845] [ 0.1425258 0.54707588 0.44946114 0.87604835 0.47430613] [ 0.50505478 0.44860972 0.52365475 0.71038014 0.35922567] [ 0.41644473 0.59468337 0.32171094 0.57950369 0.43463039] [ 0.09801212 0.63950108 0.46756085 0.85822294 0.42082569] [ 0.67191984 0.49269293 0.43828988 0.40068902 0.3979264 ] [ 0.16674661 0.60314667 0.42331054 0.8087335 0.53942392] [ 0.58585496 0.4529522 0.45638004 0.47383272 0.51514434] [ 0.39152688 0.53447467 0.5544879 0.82944161 0.47288135] [ 0.56090314 0.5815404 0.40024749 0.72814362 0.33985319] [ 0.70006515 0.42600754 0.53702835 0.27357715 0.4515447 ] [ 0.26636632 0.43920376 0.66832951 0.62432207 0.56015423] [ 0.56339182 0.5002035 0.5703782 0.50665468 0.58219662] [ 0.6058634 0.55346682 0.35733638 0.64755531 0.5391897 ] [ 0.81758648 0.42971909 0.50626501 0.4067617 0.44253552] [ 0.80989956 0.34689597 0.52369563 0.287196 0.39375458] [ 0.83781743 0.4892126 0.54635779 0.29684233 0.34484001] [ 0.75336531 0.37548318 0.48724396 0.39136244 0.36712491] [ 0.22504282 0.69976176 0.34916604 0.82847479 0.42012079] [ 0.76319742 0.3778596 0.51386061 0.38910362 0.41430344] [ 0.6324565 0.41782203 0.59590685 0.4043645 0.58409613] [ 0.4587184 0.53062553 0.42465778 0.53375279 0.59619859] [ 0.56464497 0.45707367 0.49821165 0.59530874 0.36252901] [ 0.74768008 0.4722423 0.5484618 0.32463116 0.53002659] [ 0.1876908 0.54815687 0.49704765 0.7370385 0.61571091] [ 0.3621353 0.53326305 0.45278606 0.78106222 0.371029 ] [ 0.24672267 0.57270085 0.53341944 0.8523017 0.48150137] [ 0.67376228 0.4643289 0.55186072 0.41109934 0.52068484] [ 0.61095647 0.38592556 0.5724611 0.69849351 0.42806984] [ 0.62794282 0.42648136 0.56681948 0.42598149 0.43194696] [ 0.60301424 0.53596983 0.49159292 0.62876619 0.41315654] [ 0.24881263 0.69928365 0.39124714 0.74458997 0.57766927] [ 0.46693674 0.4578633 0.54297887 0.68234046 0.54555884] [ 0.54271887 0.52450734 0.41506032 0.80300041 0.40330629] [ 0.61291489 0.51987302 0.43279957 0.56719394 0.45832928] [ 0.64708542 0.3988233 0.35320205 0.404795 0.41979469] [ 0.65140764 0.53914077 0.42662767 0.78200307 0.4408032 ] [ 0.24443739 0.50909197 0.45494297 0.77644739 0.65839757] [ 0.66772283 0.44018512 0.52211004 0.33732517 0.51442076] [ 0.74971679 0.40647456 0.63337598 0.32135721 0.42550415] [ 0.13137045 0.63319198 0.36925273 0.87833874 0.56629978] [ 0.53192765 0.43651798 0.55000404 0.59750465 0.46715968] [ 0.57782881 0.45637793 0.56750272 0.40850849 0.58530842] [ 0.1799507 0.66004867 0.43570509 0.85039729 0.58948546] [ 0.32022067 0.58875691 0.53524193 0.74212015 0.60188673] [ 0.2818532 0.54048605 0.54737162 0.66721915 0.48349364] [ 0.76733095 0.42692895 0.49725144 0.37375976 0.30599331] [ 0.64180735 0.38684469 0.56071897 0.31474535 0.52583438] [ 0.46366612 0.51148393 0.54316334 0.56740415 0.56830869] [ 0.56018097 0.6001345 0.36656315 0.53648052 0.35560146] [ 0.66482073 0.57528211 0.50080486 0.52754231 0.33571438] [ 0.27902791 0.4839375 0.57490024 0.78837948 0.35998718] [ 0.43782676 0.45021189 0.56983991 0.5689533 0.44100033] [ 0.82403724 0.4763346 0.5171924 0.46811561 0.37519906] [ 0.46057924 0.4295608 0.54238373 0.63850134 0.48218835] [ 0.27065759 0.49091316 0.55898757 0.55615632 0.67562718] [ 0.46370947 0.6114729 0.54189451 0.75346076 0.4762358 ] [ 0.57878683 0.47422318 0.40735194 0.36561031 0.48711802] [ 0.65262368 0.46133588 0.5455272 0.54036274 0.44102785] [ 0.42871439 0.66061988 0.33994337 0.62824264 0.50623924] [ 0.75879758 0.47994281 0.58051511 0.25563851 0.52946365] [ 0.64078939 0.61523182 0.30538459 0.40204914 0.40305259] Progress: 27.8% ... Training loss: 0.603 ... Validation loss: 1.037[ 0.23407297 0.49750952 0.52822418 0.77082391 0.52515329] [ 0.37542049 0.51390731 0.39929503 0.68345132 0.53144866] [ 0.30446099 0.53110374 0.49340316 0.66274422 0.60709185] [ 0.48643655 0.60045183 0.39129275 0.67620287 0.55090144] [ 0.5099625 0.58587388 0.62210291 0.53699056 0.5889535 ] [ 0.52251867 0.39831262 0.61426687 0.59831102 0.46904177] [ 0.52899388 0.4606982 0.56553486 0.39744584 0.52280541] [ 0.68495411 0.57997987 0.5401145 0.54322525 0.43297899] [ 0.79658216 0.41710455 0.60391155 0.32654362 0.46697446] [ 0.84854498 0.39478842 0.55772898 0.27035174 0.34921511] [ 0.13178641 0.62618513 0.37280089 0.8992136 0.57704733] [ 0.81754825 0.43536272 0.5387263 0.36599789 0.45828032] [ 0.43353274 0.5207808 0.56964889 0.50957501 0.55584552] [ 0.33854938 0.6104731 0.34830373 0.59876728 0.42773132] [ 0.3900704 0.46159864 0.53404909 0.50732386 0.57234277] [ 0.53846901 0.50482537 0.45060048 0.41668722 0.55522958] [ 0.56121248 0.53684499 0.33585458 0.35086563 0.38568283] [ 0.28484117 0.63662723 0.38206024 0.73033777 0.52098427] [ 0.82211763 0.34868976 0.45330553 0.34530819 0.40710822] [ 0.16805312 0.6619441 0.58144756 0.77992689 0.67026776] [ 0.14935064 0.63192014 0.4362982 0.8064705 0.57084662] [ 0.13152286 0.64182443 0.40005494 0.89602215 0.54390076] [ 0.64884666 0.44275747 0.50744195 0.27920649 0.41469718] [ 0.36636431 0.46045557 0.62501446 0.66486039 0.51605887] [ 0.24966622 0.67916978 0.40768309 0.64364838 0.56984871] [ 0.41645845 0.53120958 0.39682147 0.62686249 0.36507874] [ 0.74768309 0.49603298 0.41217719 0.28711782 0.33334932] [ 0.54456511 0.40208143 0.61975395 0.45123469 0.35469693] [ 0.32591034 0.59088142 0.33978025 0.66718758 0.47242817] [ 0.5417385 0.53035298 0.38778463 0.51053475 0.41570745] [ 0.38447007 0.57329175 0.43960553 0.6991448 0.60169665] [ 0.58812468 0.51935153 0.50900284 0.46664155 0.48883294] [ 0.88994169 0.44037164 0.52033018 0.21544896 0.35699913] [ 0.24515429 0.62673612 0.41876419 0.84174061 0.4341125 ] [ 0.61195208 0.50483373 0.54976263 0.62894442 0.45151162] [ 0.39149414 0.47503046 0.50010419 0.62153843 0.43334599] [ 0.2442213 0.57324175 0.40998818 0.70068697 0.50712154] [ 0.11481554 0.65196622 0.3645172 0.89048718 0.56421537] [ 0.72056915 0.53849752 0.45457613 0.46714552 0.34729278] [ 0.43829322 0.63697688 0.44695192 0.61307925 0.61619063] [ 0.15470284 0.6403899 0.47831727 0.78498498 0.46555466] [ 0.25572698 0.4985135 0.44426252 0.63294586 0.62137246] [ 0.59173185 0.63150213 0.4411389 0.61903832 0.39958606] [ 0.8598058 0.37074903 0.57370265 0.28682744 0.36359026] [ 0.66263562 0.59355845 0.50882836 0.59229904 0.48908415] [ 0.74680316 0.38798989 0.53384067 0.32806108 0.34677023] [ 0.46318275 0.44651227 0.40501265 0.58633423 0.31332018] [ 0.10324719 0.57766233 0.37071122 0.92681507 0.5553412 ] [ 0.61274728 0.43936124 0.54903726 0.36534542 0.44229941] [ 0.62294523 0.35757088 0.63667617 0.43398092 0.41343034] [ 0.52473233 0.42108942 0.47381803 0.49948082 0.27701236] [ 0.18770451 0.65052139 0.44633731 0.78006927 0.42030446] [ 0.56908054 0.52436093 0.52871124 0.37214504 0.4968201 ] [ 0.33728335 0.409868 0.56205162 0.66091498 0.46931981] [ 0.43862688 0.34054391 0.42672473 0.70016117 0.37219965] [ 0.17866841 0.64155449 0.53608163 0.86988655 0.4834576 ] [ 0.55558325 0.52409402 0.64370038 0.5807352 0.4278817 ] [ 0.21158878 0.42800537 0.45587513 0.80768747 0.4583701 ] [ 0.74426764 0.47439307 0.44202695 0.16343477 0.35695969] [ 0.83395374 0.30853783 0.52078339 0.24050649 0.31564935] [ 0.59009301 0.4872679 0.44387646 0.5545435 0.57893706] [ 0.52337603 0.47712397 0.60939479 0.63853232 0.47455539] [ 0.51589941 0.55975979 0.58529028 0.48394436 0.5222076 ] [ 0.38692336 0.60271812 0.43544087 0.7832518 0.59769903] [ 0.34827327 0.60593367 0.50019369 0.54193936 0.57012355] [ 0.88625974 0.43572961 0.41560982 0.14659669 0.35657465] [ 0.32773334 0.59573695 0.5769063 0.67371695 0.52084335] [ 0.62750481 0.53597238 0.35112578 0.43100236 0.42763263] [ 0.46527439 0.63765157 0.37605166 0.51712723 0.37043015] [ 0.69759078 0.53332697 0.3661649 0.32826112 0.44807994] [ 0.34216163 0.6277567 0.3108203 0.59793639 0.41357475] [ 0.33055469 0.59774329 0.50944811 0.62800656 0.6231209 ] [ 0.44014914 0.5188883 0.5181549 0.78129592 0.54938152] [ 0.32978651 0.59189051 0.46571399 0.78694197 0.39848567] [ 0.24966622 0.67916978 0.40768309 0.64364838 0.56984871] [ 0.696191 0.40923946 0.42185248 0.36685975 0.42842073] [ 0.60770385 0.33172885 0.39949926 0.55489888 0.40782049] [ 0.54456511 0.40208143 0.61975395 0.45123469 0.35469693] [ 0.4937894 0.63881678 0.43389875 0.60551155 0.39879066] [ 0.61662728 0.43260562 0.4268242 0.52358288 0.42980657] [ 0.51529343 0.44643375 0.48638991 0.3873955 0.42461905] [ 0.34999253 0.47291617 0.49434968 0.77857477 0.50159978] [ 0.7138324 0.41379524 0.59307039 0.31616441 0.47317644] [ 0.6528501 0.41859478 0.6037158 0.47210814 0.40360769] [ 0.6339463 0.45641557 0.49709221 0.48003829 0.42820894] [ 0.45455382 0.51970934 0.51210636 0.71848584 0.41215555] [ 0.22944005 0.65373277 0.32664519 0.79981587 0.60037336] [ 0.24407936 0.53756551 0.49979684 0.78129916 0.56039666] [ 0.26112107 0.50938922 0.54180468 0.79154257 0.58853006] [ 0.17341729 0.50816115 0.39803556 0.8698243 0.45482871] [ 0.26779308 0.49962214 0.54290892 0.74020142 0.57310355] [ 0.60523764 0.44779408 0.47422018 0.2737427 0.39506406] [ 0.58175522 0.39416869 0.43557779 0.43962784 0.43370979] [ 0.16046527 0.56813018 0.48999359 0.82808526 0.58967303] [ 0.20566027 0.68035944 0.36104036 0.85562177 0.53749857] [ 0.3273654 0.49830028 0.37956818 0.6364887 0.43229377] [ 0.51603361 0.58467336 0.32076282 0.46431942 0.3231723 ] [ 0.82195024 0.40315099 0.58781513 0.21972223 0.41746491] [ 0.63100055 0.47650679 0.33904491 0.39778052 0.34851244] [ 0.08749844 0.56498293 0.42773109 0.85203636 0.58891981] [ 0.12540772 0.6136728 0.43986182 0.79818471 0.61574185] [ 0.37981872 0.49212841 0.48328874 0.85106144 0.58150108] [ 0.54890439 0.38589714 0.46540311 0.6599413 0.35873115] [ 0.62282479 0.34995992 0.47845721 0.4394487 0.4658292 ] [ 0.85276046 0.49717572 0.55094428 0.40013429 0.31615767] [ 0.12334379 0.68539168 0.37951608 0.90990434 0.62639612] [ 0.69632098 0.43051904 0.35569947 0.48603824 0.52106148] [ 0.45962261 0.62779457 0.38645988 0.6592546 0.37858102] [ 0.100118 0.53490622 0.33055271 0.95049097 0.52790844] [ 0.50084409 0.48079922 0.56858412 0.6313513 0.56052229] [ 0.29916037 0.51312992 0.48587923 0.72310047 0.55836493] [ 0.53428373 0.5771494 0.44991613 0.70221538 0.52206046] [ 0.70885479 0.48323504 0.48582099 0.22552187 0.51790432] [ 0.50328752 0.38930007 0.57360479 0.44970431 0.54985992] [ 0.62512097 0.4490722 0.56775047 0.59270238 0.41707822] [ 0.69266207 0.33364971 0.64907261 0.40028526 0.37527814] [ 0.28357082 0.59206203 0.44743016 0.58572784 0.41624134] [ 0.16393616 0.63994457 0.41872854 0.86079226 0.58257303] [ 0.27939228 0.60005687 0.44239071 0.74543064 0.51197322] [ 0.44282743 0.58310664 0.42716685 0.64409208 0.53941779] [ 0.07287568 0.59292968 0.59049517 0.9176832 0.75282405] [ 0.76358028 0.4246494 0.52995068 0.22452757 0.37755189] [ 0.6928869 0.55485306 0.51241515 0.3162809 0.50066681] [ 0.42121605 0.47986407 0.32608719 0.57957638 0.52695235] [ 0.88478052 0.38191144 0.63086091 0.13582615 0.32963771] [ 0.6069984 0.38219314 0.60656112 0.47877506 0.43639546] [ 0.68586551 0.5392591 0.59095525 0.57107455 0.42374278] [ 0.43562727 0.63047527 0.27788911 0.64269766 0.46205089] Progress: 27.8% ... Training loss: 0.602 ... Validation loss: 1.035[ 0.69289022 0.46160719 0.39344424 0.65908248 0.4310082 ] [ 0.87108383 0.4455159 0.54051358 0.17757107 0.36172799] [ 0.46011204 0.61243332 0.44344688 0.68418839 0.45200616] [ 0.57520516 0.6074359 0.46260243 0.41035751 0.41359408] [ 0.25047857 0.64735889 0.53272691 0.75807833 0.51529797] [ 0.22432624 0.54287071 0.56267882 0.77806457 0.53740374] [ 0.10628221 0.60149349 0.44624304 0.86603465 0.53159823] [ 0.38217486 0.53567436 0.39803376 0.61793687 0.45596844] [ 0.41476329 0.50923756 0.34051367 0.77398043 0.38750867] [ 0.43051832 0.5764953 0.50941482 0.55417616 0.42900769] [ 0.23281813 0.60942815 0.40580115 0.83959317 0.60472638] [ 0.55931561 0.46576026 0.4439325 0.52143912 0.4103627 ] [ 0.12984979 0.59783681 0.39995967 0.89989961 0.53894397] [ 0.17574137 0.67789174 0.39673363 0.82781427 0.52118439] [ 0.35460071 0.61065428 0.46905169 0.60360843 0.39739949] [ 0.75905096 0.47995844 0.3999414 0.39981361 0.32839927] [ 0.62264912 0.41711029 0.62687384 0.3573555 0.4844339 ] [ 0.59155858 0.4210691 0.56910653 0.63107612 0.42854138] [ 0.69276741 0.38174722 0.52381086 0.34403212 0.40092781] [ 0.70210239 0.56959854 0.51824511 0.58175542 0.33280318] [ 0.57721412 0.43823262 0.58866415 0.36632574 0.47021936] [ 0.85064637 0.31594227 0.63479726 0.10065381 0.34523733] [ 0.18858856 0.59047238 0.35721191 0.85639587 0.5187797 ] [ 0.49820903 0.34740932 0.47908581 0.77059764 0.45246331] [ 0.63779716 0.36710542 0.64107444 0.51442443 0.4678698 ] [ 0.16004101 0.62874776 0.41998768 0.86260526 0.62785851] [ 0.79511722 0.38729695 0.59186541 0.19974646 0.45214588] [ 0.66545161 0.54538165 0.40279615 0.33204997 0.37188025] [ 0.54664496 0.56803921 0.44486462 0.61655083 0.34453653] [ 0.52068946 0.51088684 0.48103598 0.64725817 0.34854077] [ 0.4741077 0.49993712 0.50759804 0.63626481 0.31312848] [ 0.49094671 0.51297651 0.48867267 0.66055947 0.36904214] [ 0.85681945 0.45586331 0.4721829 0.14823649 0.32542548] [ 0.38386273 0.47446067 0.50729154 0.53490686 0.49507708] [ 0.74763838 0.39288302 0.42274638 0.26433488 0.2679147 ] [ 0.36402692 0.47044439 0.60287186 0.72010966 0.36081113] [ 0.76353734 0.37538313 0.61771933 0.2083858 0.53597606] [ 0.78051827 0.4498932 0.56693675 0.42516812 0.39959227] [ 0.54302973 0.43682705 0.58107375 0.66697779 0.47168488] [ 0.63062874 0.52152743 0.53059315 0.46475758 0.4616806 ] [ 0.1848557 0.64021045 0.5074867 0.82703112 0.57445503] [ 0.6309875 0.42992626 0.38054469 0.45227174 0.57428579] [ 0.4395118 0.54458907 0.38856069 0.60359059 0.51555909] [ 0.27426366 0.57021452 0.46048747 0.82998134 0.33717859] [ 0.71508997 0.42095028 0.42480626 0.30291885 0.36459752] [ 0.60268152 0.43603279 0.41526469 0.49486676 0.44084272] [ 0.08060381 0.61881775 0.44250184 0.93230782 0.49816062] [ 0.82040162 0.32859138 0.60360033 0.19889581 0.39411682] [ 0.21160192 0.58549016 0.46598282 0.71086586 0.54486465] [ 0.33678602 0.48012125 0.45608643 0.72668209 0.36366892] [ 0.78573029 0.67929746 0.41806711 0.61095672 0.31096158] [ 0.75631655 0.35682194 0.57416879 0.31453598 0.3652673 ] [ 0.32900848 0.52013361 0.51369614 0.7695906 0.50767135] [ 0.29753324 0.65500657 0.2535592 0.81375705 0.48484355] [ 0.42003925 0.58598707 0.43597129 0.5229706 0.45081364] [ 0.46559073 0.32941237 0.52159966 0.55669105 0.50832417] [ 0.74481891 0.46402315 0.63273062 0.29606071 0.57551274] [ 0.76884803 0.53295537 0.46062491 0.32168169 0.42979858] [ 0.49746847 0.44989282 0.5819722 0.56589064 0.3549969 ] [ 0.43689436 0.47895065 0.5209691 0.5483296 0.41092795] [ 0.25191328 0.60292218 0.48204364 0.6774638 0.40169916] [ 0.90358989 0.36767797 0.52278363 0.19565749 0.33925168] [ 0.41995179 0.43344091 0.48463353 0.72794427 0.45897608] [ 0.79091911 0.26988982 0.52396026 0.35681258 0.45655237] [ 0.5454271 0.5531478 0.38507616 0.38463461 0.49149901] [ 0.73680004 0.40797835 0.51990458 0.51966239 0.40418605] [ 0.40749026 0.44028486 0.4306247 0.80670146 0.38165634] [ 0.81935221 0.39374812 0.51330301 0.29816961 0.41370027] [ 0.31553166 0.55940404 0.52103787 0.81731599 0.44655743] [ 0.69387573 0.2559259 0.54373777 0.35825244 0.46068054] [ 0.61535467 0.6283379 0.42470485 0.62695235 0.5589979 ] [ 0.51839939 0.44592009 0.41655445 0.4480211 0.45455635] [ 0.27442142 0.52300498 0.42926771 0.63907184 0.44178446] [ 0.29980255 0.64528851 0.39731551 0.82496996 0.58744401] [ 0.58915852 0.32926148 0.60187496 0.39825262 0.51406495] [ 0.87944346 0.56280691 0.37917101 0.37744712 0.27222145] [ 0.75606006 0.42063055 0.51683745 0.24798524 0.42573746] [ 0.77995429 0.49109575 0.56812847 0.24200076 0.49609927] [ 0.31888143 0.67953728 0.34724643 0.67848041 0.47516985] [ 0.20160337 0.60079676 0.4736378 0.78884624 0.54883021] [ 0.19322612 0.63280122 0.48459507 0.77379199 0.46097532] [ 0.11296685 0.74217617 0.35336193 0.9491766 0.55657647] [ 0.11004531 0.60752526 0.55523222 0.92796888 0.68473496] [ 0.66504666 0.65101914 0.51815617 0.48890419 0.40233283] [ 0.7282598 0.36586176 0.67028004 0.21662058 0.47414801] [ 0.56991795 0.45137842 0.5923061 0.72013052 0.43495347] [ 0.2823739 0.53347772 0.38251039 0.71165397 0.43085035] [ 0.25212924 0.53970587 0.43057699 0.80621903 0.37515571] [ 0.20317228 0.65480792 0.49516723 0.67009855 0.4841694 ] [ 0.4714529 0.4288985 0.49476487 0.51821669 0.45730129] [ 0.16176951 0.53886342 0.39127368 0.84670687 0.46870306] [ 0.69792871 0.51676926 0.56241588 0.53118752 0.36922506] [ 0.42316052 0.6078817 0.47968965 0.55112423 0.34647646] [ 0.62740141 0.53462673 0.5059678 0.53010697 0.42101909] [ 0.43585689 0.54076899 0.48954597 0.43575905 0.46293436] [ 0.35230072 0.50058577 0.45452944 0.67091983 0.53636294] [ 0.17144688 0.62653919 0.40403247 0.82405332 0.390843 ] [ 0.79351485 0.5285397 0.53412141 0.56357847 0.32109555] [ 0.79449476 0.30874498 0.47435005 0.30306859 0.46576265] [ 0.81273948 0.30695584 0.51599745 0.3419235 0.44354395] [ 0.85282808 0.33123607 0.48351183 0.1101959 0.25942517] [ 0.23280584 0.42357896 0.5194801 0.75420548 0.46176361] [ 0.33135112 0.66087829 0.50083315 0.68079549 0.63131274] [ 0.3515059 0.49417038 0.59597215 0.79154924 0.51218195] [ 0.72464596 0.49674025 0.596298 0.36766336 0.45496117] [ 0.10238934 0.63820459 0.50344373 0.94958016 0.61313732] [ 0.38715931 0.52562964 0.44337752 0.48942549 0.6026315 ] [ 0.75344877 0.43758356 0.5811742 0.34420756 0.41596236] [ 0.58368525 0.66134115 0.32274337 0.6563474 0.52961748] [ 0.54491373 0.53405371 0.67127729 0.51236905 0.51563353] [ 0.21656904 0.53213976 0.59757988 0.77376866 0.50665025] [ 0.69818738 0.5039362 0.69403407 0.52521504 0.37325585] [ 0.65450884 0.3825412 0.51406905 0.42875177 0.43918022] [ 0.82908109 0.2980917 0.54489113 0.16490892 0.44187427] [ 0.18725663 0.63162749 0.39308632 0.91496127 0.44531835] [ 0.42231286 0.4329857 0.64485333 0.34086448 0.54128295] [ 0.61906291 0.53583534 0.47106854 0.42255891 0.57953584] [ 0.46860945 0.56569797 0.57677676 0.73562138 0.50089913] [ 0.7191259 0.59377871 0.34759307 0.63821797 0.41757474] [ 0.57410851 0.62014127 0.40116734 0.39099815 0.53142541] [ 0.27924581 0.62295769 0.45968186 0.72491354 0.52950733] [ 0.76040903 0.51654161 0.43262533 0.36044734 0.38415404] [ 0.48804807 0.54229996 0.42126864 0.35448898 0.5126394 ] [ 0.65935378 0.41545856 0.50977621 0.36315296 0.44096952] [ 0.30862516 0.52280177 0.52764549 0.71740117 0.45986713] [ 0.41362176 0.51305198 0.56777137 0.83762148 0.52802468] [ 0.445099 0.59592591 0.42774992 0.52485564 0.54520499] [ 0.78959584 0.35062908 0.5440902 0.26291166 0.4271086 ] Progress: 27.9% ... Training loss: 0.602 ... Validation loss: 1.038[ 0.71437165 0.42139662 0.42461023 0.30333455 0.36475759] [ 0.28708376 0.56905596 0.47052307 0.7644109 0.53653404] [ 0.43446727 0.45175247 0.5187968 0.33943631 0.49064318] [ 0.4547204 0.481491 0.57854161 0.56164762 0.47948041] [ 0.22854539 0.61269271 0.32370813 0.78402773 0.5414845 ] [ 0.60307378 0.5023377 0.43518442 0.45856347 0.49561369] [ 0.38505726 0.50699494 0.54330668 0.63355644 0.34657439] [ 0.46452785 0.59888795 0.48656523 0.61952582 0.42872417] [ 0.50039709 0.41697662 0.56221441 0.61737223 0.48654623] [ 0.57292911 0.48246225 0.60845981 0.50011434 0.61324644] [ 0.65412727 0.41602792 0.49634332 0.42682693 0.5888752 ] [ 0.41803715 0.4505897 0.55697375 0.52176489 0.5918567 ] [ 0.80963546 0.42707693 0.53679158 0.36575106 0.3513935 ] [ 0.16283674 0.63692437 0.46560595 0.88097079 0.45910285] [ 0.79650311 0.43015594 0.50044585 0.21099041 0.40620214] [ 0.3982647 0.53221587 0.43039252 0.68017139 0.35513498] [ 0.47890736 0.45368726 0.42460455 0.56368564 0.61548854] [ 0.20930032 0.56265455 0.50568695 0.77769712 0.40475943] [ 0.67074786 0.43315386 0.44029755 0.34738983 0.45004608] [ 0.6318413 0.60497442 0.41980504 0.4384248 0.55154695] [ 0.66339059 0.63140443 0.46860868 0.62074344 0.33533291] [ 0.14629074 0.57488788 0.43052309 0.90133761 0.44986968] [ 0.66475229 0.5457637 0.46041127 0.49152807 0.49992808] [ 0.63394668 0.29471709 0.45476489 0.43894323 0.4828114 ] [ 0.37417568 0.61418618 0.4693314 0.68993534 0.62732299] [ 0.27899637 0.54109963 0.34792044 0.80586756 0.50116202] [ 0.33766555 0.40993358 0.56203052 0.66074134 0.46934942] [ 0.74203693 0.52047146 0.41365368 0.63902646 0.36689482] [ 0.17663556 0.69309634 0.40643302 0.8200684 0.43724096] [ 0.65412727 0.41602792 0.49634332 0.42682693 0.5888752 ] [ 0.57008444 0.46266505 0.55676615 0.46513662 0.47546222] [ 0.49545085 0.57624672 0.49376564 0.52949934 0.5855287 ] [ 0.60169288 0.52549459 0.36050073 0.50182433 0.38343888] [ 0.24683861 0.65532902 0.46395741 0.87592072 0.32639021] [ 0.71605305 0.50404672 0.5497051 0.38874755 0.46536981] [ 0.09348892 0.66296508 0.43875487 0.93658619 0.7040815 ] [ 0.54931441 0.58743438 0.33435993 0.50009005 0.48670249] [ 0.74598489 0.37628137 0.56480385 0.36529867 0.37377486] [ 0.71929855 0.4438458 0.49500558 0.46015368 0.42304089] [ 0.18419688 0.73861025 0.35144564 0.88340812 0.46510576] [ 0.59856707 0.4730039 0.39962838 0.42715035 0.34091373] [ 0.37571438 0.53520635 0.62067715 0.52568539 0.60218891] [ 0.41262355 0.65564737 0.51704444 0.71232124 0.59140666] [ 0.65740852 0.45179241 0.50357318 0.56467565 0.40707598] [ 0.21084968 0.58897078 0.35538035 0.75134755 0.45676432] [ 0.32877917 0.45358024 0.47891336 0.77297414 0.41327476] [ 0.2286898 0.7281317 0.30143261 0.74745385 0.50917056] [ 0.58479934 0.46902179 0.40632713 0.3743543 0.3872652 ] [ 0.18160839 0.55617131 0.51184735 0.8765764 0.59695327] [ 0.50070088 0.50203996 0.50803138 0.77041078 0.45539235] [ 0.21323966 0.46642084 0.53379264 0.76879448 0.50856969] [ 0.65513164 0.51388263 0.46396972 0.54460376 0.53201813] [ 0.54171623 0.51487558 0.36537104 0.65600808 0.45333168] [ 0.66148859 0.55915696 0.37966193 0.53497721 0.34036237] [ 0.83463782 0.35716828 0.46316604 0.12420367 0.28442891] [ 0.58417988 0.54648316 0.45021088 0.50857222 0.47197814] [ 0.10983457 0.63388808 0.45396493 0.92369347 0.64518243] [ 0.32265093 0.55897727 0.46582466 0.66232036 0.52906731] [ 0.7447815 0.46649434 0.58919867 0.47552861 0.34750105] [ 0.79795767 0.3470513 0.57225677 0.1925624 0.4787625 ] [ 0.82583452 0.35323119 0.59272609 0.21388754 0.47852763] [ 0.69040245 0.50677171 0.47235351 0.33907954 0.434496 ] [ 0.37875583 0.55984651 0.52473489 0.5807284 0.61045089] [ 0.50766249 0.49249607 0.38771701 0.43564811 0.38023362] [ 0.74674943 0.47279355 0.54824234 0.32525282 0.53023071] [ 0.68610649 0.44343353 0.52904901 0.39301818 0.40796829] [ 0.41679362 0.52317669 0.37291779 0.51571733 0.40580023] [ 0.54222027 0.57364602 0.45529371 0.56787319 0.33299249] [ 0.31633261 0.56171238 0.4680128 0.7567811 0.3630104 ] [ 0.69171426 0.48441259 0.38483909 0.46045471 0.39856174] [ 0.46102109 0.46160287 0.51891667 0.6174511 0.35417851] [ 0.57394059 0.44872321 0.39291166 0.46800628 0.36466204] [ 0.85093334 0.2833261 0.41624151 0.36177035 0.36796951] [ 0.69921756 0.49158783 0.31966174 0.51180922 0.38714176] [ 0.59629532 0.40623726 0.67214184 0.5907805 0.34392603] [ 0.75722893 0.45734717 0.53283055 0.38404969 0.40539897] [ 0.75330185 0.35050439 0.57251811 0.26291802 0.47871138] [ 0.76180197 0.29534082 0.52134484 0.22796152 0.38167102] [ 0.32957962 0.55092367 0.54099326 0.73719196 0.37542423] [ 0.6665669 0.46732278 0.42271886 0.40682883 0.36042547] [ 0.32908349 0.60456884 0.25989201 0.76506487 0.5142044 ] [ 0.50392135 0.66911913 0.42405278 0.72916303 0.51777465] [ 0.35700816 0.51545939 0.35984655 0.72154683 0.43263052] [ 0.2930522 0.57048375 0.28885334 0.77123233 0.59818079] [ 0.1226482 0.63690561 0.42704477 0.91089061 0.5422966 ] [ 0.77202168 0.32753735 0.47817252 0.20371252 0.36715473] [ 0.04455431 0.63919335 0.41095295 0.95709941 0.6618151 ] [ 0.48416167 0.44906622 0.51161247 0.48963805 0.50407382] [ 0.22109608 0.53919587 0.5716451 0.67326083 0.61243617] [ 0.58815793 0.39555643 0.65793754 0.69319308 0.42430948] [ 0.87806854 0.49000405 0.47879694 0.33095324 0.3662303 ] [ 0.52002851 0.39144078 0.57629581 0.56346378 0.46235503] [ 0.33340384 0.58070229 0.54909292 0.60411985 0.46050858] [ 0.17632088 0.60849056 0.49824808 0.79557065 0.49723879] [ 0.1260062 0.51416912 0.35178643 0.88696976 0.58370979] [ 0.18160839 0.55617131 0.51184735 0.8765764 0.59695327] [ 0.30294581 0.40811953 0.48549276 0.47545767 0.73275483] [ 0.40037609 0.69976541 0.43334969 0.67242494 0.51605688] [ 0.58205736 0.40646264 0.57598344 0.67089917 0.4315167 ] [ 0.84780971 0.52957062 0.59647828 0.34385591 0.3489999 ] [ 0.21404589 0.67152996 0.42124067 0.71781515 0.43695777] [ 0.30401885 0.68046713 0.40142626 0.79481887 0.44574507] [ 0.20224925 0.69944922 0.29773082 0.84570956 0.57731973] [ 0.14702194 0.73241466 0.31995387 0.8150557 0.52810535] [ 0.62543808 0.54029572 0.53252041 0.39635169 0.41720099] [ 0.78203251 0.53375614 0.39052046 0.38990537 0.30812684] [ 0.47394092 0.58582083 0.63829568 0.53977222 0.51071958] [ 0.84502794 0.37424068 0.62321927 0.2330432 0.36848503] [ 0.60009953 0.43070655 0.63327769 0.63051961 0.46963431] [ 0.54158615 0.49928851 0.45840878 0.50334005 0.43038244] [ 0.2148633 0.72270244 0.36293502 0.85875579 0.50497024] [ 0.77300052 0.46425434 0.67245965 0.24613138 0.43732119] [ 0.51019178 0.50942733 0.6391442 0.76828162 0.43416453] [ 0.51228642 0.47951389 0.56088427 0.45407336 0.51251938] [ 0.14348877 0.69165724 0.38888501 0.90845943 0.59704067] [ 0.47893474 0.62923723 0.51457136 0.65071802 0.59159551] [ 0.89326481 0.33582201 0.51195693 0.13704066 0.352272 ] [ 0.36663269 0.49635997 0.50430798 0.57361394 0.37999069] [ 0.87198148 0.36590781 0.58599152 0.24761568 0.38977387] [ 0.45155124 0.57796147 0.60862702 0.59735008 0.5911609 ] [ 0.68329853 0.49326792 0.53530624 0.3160057 0.35953451] [ 0.79123041 0.47215197 0.49241349 0.32217266 0.34238501] [ 0.65962414 0.56518932 0.52671569 0.33510379 0.53864398] [ 0.31894287 0.71525606 0.4435309 0.7781678 0.62087616] [ 0.50690148 0.5150375 0.5413063 0.45537046 0.34214186] [ 0.24604794 0.50738017 0.57020806 0.79223533 0.60771195] [ 0.14294999 0.7495191 0.45703421 0.76638296 0.52976014] [ 0.29678024 0.44903651 0.60209661 0.64445919 0.52041445] Progress: 27.9% ... Training loss: 0.602 ... Validation loss: 1.037[ 0.42419602 0.61825024 0.25265334 0.74918825 0.50770843] [ 0.30488818 0.56558291 0.44770926 0.71116289 0.68307056] [ 0.63395062 0.36544694 0.65238458 0.58151099 0.36546756] [ 0.59482345 0.46976325 0.47593792 0.58572567 0.26132142] [ 0.44353471 0.44692573 0.56617414 0.55162548 0.49467883] [ 0.5064413 0.56126141 0.37615783 0.53079583 0.39395664] [ 0.57352324 0.49161653 0.56081198 0.66717061 0.43580689] [ 0.43147619 0.49699848 0.55408964 0.53402839 0.53182045] [ 0.68456573 0.50514513 0.31966998 0.39633191 0.34631083] [ 0.49956246 0.52527572 0.43438066 0.67850488 0.45085099] [ 0.68986099 0.53508999 0.28101742 0.55136336 0.33039251] [ 0.93175422 0.27382894 0.62634711 0.09627724 0.35130259] [ 0.80902267 0.42271204 0.62513758 0.17340952 0.45910158] [ 0.81071589 0.3317441 0.59072122 0.21211075 0.3542325 ] [ 0.54523359 0.48589835 0.46694683 0.4366902 0.37612909] [ 0.59477251 0.42242137 0.65701904 0.52294579 0.46360611] [ 0.57774815 0.5780296 0.54219424 0.40893578 0.46088923] [ 0.45471396 0.51235002 0.46495455 0.62644856 0.36514028] [ 0.2413286 0.58095881 0.44822595 0.83511105 0.37498456] [ 0.38169619 0.55636015 0.4280465 0.58837528 0.49891797] [ 0.57664801 0.60062595 0.55776566 0.51759811 0.52702708] [ 0.61044221 0.33468559 0.65905804 0.58295123 0.4376295 ] [ 0.57906591 0.52064022 0.35130092 0.7727966 0.51359021] [ 0.46822025 0.54224578 0.50239057 0.55994501 0.35558614] [ 0.81319921 0.47715183 0.57213867 0.12517551 0.48805107] [ 0.7942869 0.46488644 0.35342741 0.30555135 0.33503315] [ 0.7517 0.59759742 0.43630804 0.3133415 0.46386502] [ 0.83845906 0.46554196 0.49592462 0.2600406 0.41725362] [ 0.47158708 0.58383827 0.50787895 0.51587849 0.64696101] [ 0.55865584 0.46424089 0.61461197 0.36387918 0.40231484] [ 0.69547674 0.43584748 0.56135152 0.20188863 0.54031343] [ 0.19781013 0.73565833 0.30059845 0.78908224 0.4977138 ] [ 0.81842931 0.51860753 0.57317328 0.30856239 0.40468326] [ 0.57155599 0.54976357 0.39249008 0.37933768 0.35844769] [ 0.52455135 0.52214643 0.41550619 0.43658107 0.49211909] [ 0.24925839 0.60234515 0.40256209 0.56322307 0.48731604] [ 0.80714444 0.54225633 0.43123318 0.27575672 0.3498319 ] [ 0.55783959 0.4776583 0.53603863 0.42543906 0.57170952] [ 0.57843357 0.45058375 0.41300343 0.61795094 0.3538703 ] [ 0.75579008 0.33056406 0.46503457 0.29564577 0.36421987] [ 0.46609129 0.47488356 0.55186716 0.43653709 0.44570355] [ 0.3357319 0.58555849 0.46623582 0.61902266 0.55959755] [ 0.33745279 0.56443574 0.48657363 0.83519986 0.44235231] [ 0.2794633 0.63319296 0.36330551 0.63121626 0.47446301] [ 0.58501175 0.46901192 0.4063209 0.37417058 0.38727451] [ 0.14470369 0.59198274 0.52946249 0.80986744 0.44043699] [ 0.81914788 0.35742009 0.50516422 0.31811677 0.45165423] [ 0.68950657 0.45893372 0.53887105 0.49232925 0.43431829] [ 0.68330163 0.47997559 0.34072189 0.47368643 0.39890847] [ 0.8976811 0.35303834 0.52030711 0.111456 0.33805619] [ 0.69881081 0.39346971 0.51148541 0.40155492 0.46696067] [ 0.53319626 0.5500387 0.44126994 0.5654037 0.30915653] [ 0.57802262 0.53244457 0.42620412 0.40586511 0.35430446] [ 0.49201284 0.57832377 0.42610073 0.65052526 0.37394004] [ 0.63808404 0.50598041 0.58557473 0.47594297 0.4521381 ] [ 0.33020008 0.64535351 0.36532402 0.65179786 0.58206775] [ 0.40460593 0.5205 0.56229248 0.67877419 0.43227426] [ 0.61010061 0.39622461 0.62294368 0.63604808 0.4234075 ] [ 0.765332 0.4172891 0.38684431 0.31335811 0.42828865] [ 0.5941824 0.46186022 0.53202729 0.5135737 0.5114184 ] [ 0.56304843 0.57585065 0.53260883 0.56746398 0.45402146] [ 0.43074088 0.35317426 0.39969212 0.77485082 0.37328951] [ 0.67147034 0.59448469 0.40201487 0.44820891 0.503906 ] [ 0.72379038 0.35397698 0.52532519 0.37309321 0.47567033] [ 0.82985822 0.40905007 0.54918039 0.24567037 0.37645793] [ 0.49582747 0.49558691 0.36726992 0.59820099 0.52595345] [ 0.88522869 0.32846478 0.53729842 0.19709425 0.31093098] [ 0.3895383 0.45950433 0.59044286 0.65910491 0.5552166 ] [ 0.72037005 0.5844567 0.5858651 0.23170344 0.51728388] [ 0.50098748 0.72665702 0.33146118 0.83297869 0.3554363 ] [ 0.44465483 0.42788644 0.51427463 0.63221035 0.51447193] [ 0.87819992 0.48989698 0.47883919 0.33077728 0.36618207] [ 0.66875393 0.49483774 0.37013904 0.57626549 0.46543936] [ 0.62730993 0.43877721 0.53071356 0.40250449 0.3654026 ] [ 0.08727348 0.56586783 0.42735653 0.85223304 0.58930553] [ 0.90385916 0.40420679 0.52269671 0.11370063 0.28927108] [ 0.30298637 0.49616637 0.49841521 0.53114541 0.60285597] [ 0.20708529 0.47552316 0.43811208 0.88588604 0.59448304] [ 0.24809732 0.570519 0.30685582 0.74449891 0.42516574] [ 0.44730409 0.65126816 0.36313221 0.75408069 0.41739724] [ 0.16024297 0.6386555 0.44711596 0.89343668 0.448538 ] [ 0.19690585 0.49430805 0.54061227 0.80946714 0.59860798] [ 0.59409576 0.4964751 0.50840991 0.44167209 0.35660742] [ 0.52664197 0.49283137 0.57249654 0.53544045 0.36313445] [ 0.51664927 0.57170066 0.34541732 0.45350412 0.44573679] [ 0.62932171 0.36217178 0.51151318 0.25789797 0.4533908 ] [ 0.71719577 0.42590213 0.59184115 0.42878415 0.3761193 ] [ 0.58801088 0.57071864 0.42420917 0.69612236 0.51021386] [ 0.09220212 0.57946982 0.45541825 0.90644733 0.55086562] [ 0.37924692 0.38162034 0.52352754 0.81246492 0.49018003] [ 0.76066382 0.64025304 0.39072873 0.39334653 0.40102976] [ 0.732519 0.35272216 0.48548764 0.27916442 0.36184834] [ 0.88128624 0.3500325 0.57990537 0.1735946 0.36900358] [ 0.30835791 0.73732014 0.32766933 0.73044096 0.44777341] [ 0.27396441 0.68404555 0.41853569 0.77586703 0.47368759] [ 0.21775962 0.52205133 0.3023919 0.84947695 0.51174036] [ 0.70363747 0.44649327 0.51712788 0.33652586 0.48940248] [ 0.52581447 0.47697479 0.40536685 0.4094616 0.41997362] [ 0.63540072 0.47899731 0.50225305 0.61607806 0.42981193] [ 0.43302099 0.64750191 0.42387772 0.74649253 0.44266748] [ 0.38639372 0.49425231 0.65209765 0.77258687 0.44998226] [ 0.8877643 0.32101102 0.59331419 0.13247461 0.34984945] [ 0.39107753 0.59603281 0.34799679 0.65040155 0.42081803] [ 0.80589002 0.37302034 0.6313345 0.18171753 0.36620675] [ 0.09608286 0.666266 0.35509472 0.8597223 0.55904735] [ 0.46882528 0.64439671 0.35623898 0.63727228 0.32461835] [ 0.36268485 0.53348526 0.45266578 0.78076587 0.37115481] [ 0.57478582 0.59942779 0.48385252 0.58291866 0.45302704] [ 0.70657398 0.30020087 0.48734436 0.40538083 0.40326717] [ 0.65240462 0.41447303 0.56365289 0.44061549 0.44898115] [ 0.26146585 0.71648833 0.33055957 0.84752101 0.50348648] [ 0.31479316 0.71412957 0.3662429 0.83102195 0.46359115] [ 0.87643926 0.36231492 0.51881144 0.2215902 0.4151911 ] [ 0.38481131 0.64256174 0.4911389 0.75906878 0.46191938] [ 0.54669876 0.58225863 0.31743786 0.66480433 0.39128584] [ 0.52518643 0.45458454 0.51317092 0.74987188 0.51602625] [ 0.14542288 0.5843766 0.37676761 0.92337851 0.49383544] [ 0.56131091 0.46774113 0.51887441 0.52221879 0.59624496] [ 0.72605026 0.32133048 0.66688844 0.28421034 0.41894455] [ 0.56717899 0.4916337 0.37414733 0.63355944 0.38008085] [ 0.52006441 0.36816889 0.57470024 0.6649206 0.45515486] [ 0.57956962 0.49788678 0.61735043 0.48518968 0.46938254] [ 0.39290718 0.54235871 0.48730128 0.5182105 0.39358831] [ 0.16724193 0.64645875 0.43533298 0.84356782 0.49660659] [ 0.32911917 0.5630597 0.54878319 0.79683059 0.38967748] [ 0.43588962 0.64756087 0.26008345 0.60675584 0.40479084] [ 0.5481637 0.48643355 0.57859742 0.35033388 0.4170257 ] [ 0.4349157 0.49172556 0.57432736 0.65680746 0.42363948] Progress: 27.9% ... Training loss: 0.601 ... Validation loss: 1.035[ 0.17295229 0.58506041 0.45711207 0.81361878 0.49383867] [ 0.74164013 0.49216961 0.59558067 0.46551873 0.47031174] [ 0.35816191 0.54900775 0.51286793 0.88331163 0.53510881] [ 0.35994125 0.67881942 0.44040442 0.70171265 0.47614678] [ 0.38730754 0.40107886 0.49096486 0.74691051 0.37668494] [ 0.88705983 0.38659288 0.55992004 0.20336765 0.40405416] [ 0.28658091 0.53002744 0.49526152 0.69936937 0.62334407] [ 0.52113982 0.43872104 0.48046588 0.61018471 0.49570212] [ 0.71257637 0.59121912 0.3672211 0.32789398 0.36751533] [ 0.22512852 0.48799042 0.50941707 0.74556814 0.73308384] [ 0.52025022 0.58485793 0.31253522 0.5201296 0.45913491] [ 0.59062154 0.61026345 0.43484988 0.63447363 0.34203574] [ 0.28652047 0.66284836 0.46972724 0.76388748 0.53491688] [ 0.46566425 0.41631372 0.54767724 0.50533795 0.62983531] [ 0.84381066 0.41617304 0.43990363 0.16295355 0.26642732] [ 0.40874965 0.52228227 0.55992393 0.83430559 0.4614659 ] [ 0.31562366 0.60997817 0.42010972 0.49732554 0.54789145] [ 0.20509105 0.58028662 0.53152527 0.8760923 0.59018882] [ 0.48383129 0.33773968 0.51185501 0.68143621 0.47148914] [ 0.41051168 0.60718397 0.48339304 0.68973257 0.49641538] [ 0.76211268 0.35534981 0.62288967 0.21740119 0.45668368] [ 0.32832044 0.60241799 0.4096606 0.63085572 0.45845532] [ 0.67060564 0.35748357 0.53906226 0.28413746 0.47882813] [ 0.52237968 0.42384244 0.50676938 0.50648474 0.4068431 ] [ 0.36582045 0.48292444 0.453521 0.6481266 0.53891612] [ 0.79528549 0.30845642 0.47449368 0.30245252 0.46562593] [ 0.88284938 0.37304647 0.48139444 0.14376727 0.37723103] [ 0.20483098 0.58862766 0.45102963 0.86077174 0.5343637 ] [ 0.08598547 0.57775504 0.46048882 0.92562716 0.57445929] [ 0.53571411 0.65338159 0.46539077 0.62982533 0.45154228] [ 0.59378812 0.4056428 0.54405269 0.67017784 0.32610195] [ 0.2427752 0.54632703 0.43274839 0.69546203 0.37504753] [ 0.61591516 0.45911544 0.59325493 0.55754988 0.57122041] [ 0.66322398 0.59142976 0.45828274 0.41501749 0.4668692 ] [ 0.16898865 0.61850562 0.48122748 0.90952746 0.54144495] [ 0.87694084 0.43268916 0.54935755 0.19459931 0.367367 ] [ 0.7457579 0.3543343 0.48134059 0.2633434 0.31272724] [ 0.66954241 0.5597137 0.51654883 0.47187845 0.44949782] [ 0.36855216 0.5533988 0.538594 0.7647112 0.50290483] [ 0.74992353 0.33864441 0.58330553 0.21126368 0.35686733] [ 0.30298511 0.63051663 0.39214946 0.69893556 0.40391581] [ 0.2866593 0.62474166 0.32678111 0.81505833 0.49102806] [ 0.7303441 0.37480384 0.53430194 0.25261221 0.44947007] [ 0.31936751 0.59146977 0.4669198 0.7240232 0.45772106] [ 0.39628038 0.51534717 0.43786009 0.38802088 0.52770969] [ 0.53833289 0.44305418 0.59604302 0.63743795 0.38134512] [ 0.683934 0.55915685 0.56603249 0.5278403 0.41031422] [ 0.80530565 0.3170077 0.58841993 0.29278904 0.34694901] [ 0.3987422 0.52261263 0.59425267 0.80756549 0.43642041] [ 0.72353468 0.35417035 0.52523469 0.37332511 0.47575114] [ 0.18247694 0.66678459 0.43345111 0.77368391 0.54182012] [ 0.27417011 0.68000324 0.46454257 0.7304944 0.58973822] [ 0.71465444 0.35171343 0.57910524 0.22571862 0.37664913] [ 0.5165485 0.56660875 0.52369202 0.71588212 0.39782496] [ 0.70408017 0.44631311 0.51720553 0.33627534 0.48933091] [ 0.23136894 0.47496065 0.4535807 0.80528845 0.44912026] [ 0.46612406 0.51458666 0.47716516 0.43935285 0.48577079] [ 0.82709477 0.31515191 0.63566737 0.14814292 0.46878353] [ 0.43939462 0.5041247 0.44542098 0.64593427 0.45095665] [ 0.36700319 0.44759312 0.49750766 0.62449092 0.55759889] [ 0.20434601 0.48668095 0.46371245 0.8218719 0.45848767] [ 0.87401978 0.36723189 0.48452883 0.31780137 0.39511061] [ 0.42857298 0.48650818 0.58511789 0.67770428 0.49129715] [ 0.22201985 0.57948171 0.59377734 0.80875499 0.42678144] [ 0.43232761 0.55269926 0.48371464 0.80343601 0.4165494 ] [ 0.2740605 0.5482045 0.4851671 0.83561101 0.52880083] [ 0.18270763 0.67634151 0.41068562 0.81268544 0.62238879] [ 0.40916668 0.60003954 0.43378027 0.81771196 0.54736039] [ 0.84002916 0.34591412 0.67713947 0.21388442 0.44004066] [ 0.48396644 0.38279308 0.47159174 0.60911482 0.37040058] [ 0.54697908 0.64444575 0.44924338 0.67786523 0.42456753] [ 0.2889585 0.66976886 0.47205145 0.80611935 0.56010206] [ 0.38293971 0.5739964 0.57283103 0.655734 0.36283058] [ 0.67994466 0.43491505 0.49758249 0.3079167 0.43248284] [ 0.76476714 0.47006331 0.57934008 0.31119413 0.43131891] [ 0.30956074 0.52482724 0.49259355 0.78937259 0.48572374] [ 0.34622844 0.51121056 0.57828711 0.82062174 0.37771957] [ 0.47873499 0.46567212 0.45349993 0.63553991 0.3860248 ] [ 0.31878326 0.50110247 0.51394202 0.55005929 0.60245317] [ 0.61153891 0.59811319 0.4121513 0.61658937 0.46985284] [ 0.63796015 0.57270283 0.48880276 0.60274475 0.48451946] [ 0.14403831 0.60725605 0.50066615 0.81113994 0.69455602] [ 0.45258843 0.50999698 0.48472156 0.67773446 0.39657554] [ 0.30260513 0.43062821 0.44254697 0.8286045 0.44240344] [ 0.66308688 0.41000083 0.65079785 0.68503934 0.29595546] [ 0.39986712 0.51646232 0.48535527 0.64360593 0.62426666] [ 0.8764039 0.42283486 0.57436484 0.12879777 0.42293498] [ 0.54078669 0.60645795 0.49003541 0.53154545 0.46909355] [ 0.16380848 0.49825267 0.42658725 0.89379352 0.43119796] [ 0.76878028 0.47921713 0.57791991 0.34728041 0.48778137] [ 0.32560314 0.47679793 0.65069691 0.64921542 0.44201826] [ 0.50611574 0.35484611 0.44817551 0.54185703 0.47290815] [ 0.18224524 0.69608596 0.30712087 0.87462869 0.59513072] [ 0.33573277 0.62846337 0.48674235 0.54288191 0.45741983] [ 0.16228063 0.57624839 0.46871473 0.81567778 0.50254748] [ 0.57306603 0.37854195 0.54018795 0.42835737 0.49086377] [ 0.69680602 0.36934342 0.62351416 0.43857951 0.46317093] [ 0.85886344 0.31039761 0.64312464 0.24050988 0.36900561] [ 0.26427885 0.64906155 0.3051744 0.66259705 0.43893838] [ 0.68133784 0.51724712 0.36424009 0.3920887 0.34442062] [ 0.57931391 0.44637128 0.57331536 0.36484378 0.46942639] [ 0.77951962 0.55237137 0.48316331 0.3658288 0.48784296] [ 0.58321235 0.3940362 0.43561143 0.43880034 0.43368573] [ 0.52111376 0.46479279 0.61612048 0.31490351 0.57371007] [ 0.63687629 0.5656164 0.46793134 0.42958469 0.34127746] [ 0.47165079 0.39805208 0.42056405 0.52700149 0.60184929] [ 0.75564176 0.35455172 0.45298899 0.34093908 0.389951 ] [ 0.39500707 0.46563746 0.53082822 0.75684323 0.46491422] [ 0.75154465 0.41601985 0.42718137 0.30563507 0.30199304] [ 0.82376798 0.38435512 0.68000388 0.1978545 0.34468263] [ 0.59657668 0.47106013 0.46932085 0.3687131 0.40819769] [ 0.56282983 0.53659739 0.33592544 0.34994162 0.38562004] [ 0.60837388 0.42413615 0.50431422 0.40678568 0.40981323] [ 0.52361303 0.44030641 0.47049598 0.53695785 0.42874466] [ 0.5128239 0.52455672 0.49958854 0.53485531 0.43588348] [ 0.47842065 0.51739876 0.5008663 0.79821208 0.39460083] [ 0.54301899 0.41786811 0.64261638 0.57273777 0.51167266] [ 0.56339641 0.47238752 0.68427442 0.68643945 0.44821967] [ 0.42175608 0.49915066 0.58477343 0.58570233 0.51633819] [ 0.17346931 0.67082202 0.46903113 0.67399355 0.49751023] [ 0.30260513 0.43062821 0.44254697 0.8286045 0.44240344] [ 0.71032495 0.47079149 0.47290241 0.43886153 0.27322942] [ 0.24306918 0.58152498 0.37810053 0.74894641 0.39147737] [ 0.79730318 0.45151789 0.54942647 0.36060572 0.28083536] [ 0.61167511 0.46333986 0.38824126 0.50044546 0.36550349] [ 0.06359995 0.64931698 0.41475606 0.92890715 0.64380004] [ 0.13409496 0.52285414 0.54270601 0.73756744 0.5949715 ] [ 0.28092042 0.63190619 0.5299017 0.61708632 0.37887809] Progress: 28.0% ... Training loss: 0.601 ... Validation loss: 1.034[ 0.8601388 0.38627287 0.55617416 0.13744409 0.33379953] [ 0.36945085 0.59429774 0.55509531 0.59957686 0.4905231 ] [ 0.24734401 0.55159885 0.46566217 0.76844658 0.57005401] [ 0.54412554 0.5077199 0.37516754 0.63480319 0.36362166] [ 0.82503726 0.31043366 0.56073843 0.21248995 0.39482844] [ 0.2202112 0.4794614 0.35188835 0.69456802 0.56627981] [ 0.67527222 0.46211911 0.47857929 0.43067765 0.37780979] [ 0.71473832 0.53871895 0.30208759 0.68587127 0.39236607] [ 0.33096663 0.56791538 0.37549631 0.63296826 0.36219369] [ 0.2295064 0.6731941 0.44261489 0.73539074 0.5264454 ] [ 0.67282139 0.4587292 0.54382056 0.23800788 0.51144818] [ 0.58150432 0.40141099 0.57885973 0.39219302 0.54149003] [ 0.6995829 0.50343547 0.69418467 0.52456545 0.37307117] [ 0.84614563 0.53197369 0.45738568 0.28384166 0.41795945] [ 0.6582237 0.45044958 0.57383856 0.35996188 0.60370392] [ 0.54585318 0.55342278 0.3849481 0.38432391 0.49166483] [ 0.35505476 0.49500605 0.53625266 0.6853612 0.61329365] [ 0.39622446 0.47391257 0.47111638 0.75709865 0.35774792] [ 0.71233011 0.50866164 0.53880995 0.39372416 0.4944309 ] [ 0.42262752 0.69991212 0.42544971 0.73025921 0.46985151] [ 0.4487797 0.57412538 0.49955421 0.50844494 0.46061354] [ 0.81260147 0.35750845 0.50958949 0.37483886 0.50747739] [ 0.23543258 0.62853927 0.38798712 0.60934736 0.51452718] [ 0.29442881 0.50998129 0.37463978 0.6513449 0.46502085] [ 0.10330604 0.64169568 0.43949135 0.88837942 0.63459257] [ 0.55233995 0.4393131 0.58906507 0.6078846 0.42488266] [ 0.48524742 0.53509621 0.38849509 0.68807145 0.31396804] [ 0.40004654 0.64669666 0.38052904 0.68464981 0.40613533] [ 0.14577594 0.60606479 0.46645936 0.79484158 0.63507911] [ 0.36945085 0.59429774 0.55509531 0.59957686 0.4905231 ] [ 0.64047485 0.39912726 0.59643944 0.31756385 0.52077955] [ 0.38846313 0.56680005 0.39678532 0.57376797 0.3338062 ] [ 0.14443786 0.6283249 0.37237378 0.88727356 0.52342111] [ 0.84600291 0.39482632 0.57143254 0.326028 0.39104295] [ 0.57232402 0.51727131 0.42202734 0.63429716 0.32437885] [ 0.18671746 0.70544107 0.39369986 0.74672312 0.57238912] [ 0.8131943 0.34001215 0.52291612 0.31723745 0.36029906] [ 0.24284555 0.52680644 0.47504975 0.67514348 0.59862121] [ 0.81291532 0.28056648 0.66321799 0.1688369 0.42610833] [ 0.74966161 0.42317034 0.55592819 0.28711671 0.32990625] [ 0.3442582 0.61505817 0.4741547 0.69579216 0.50383316] [ 0.31041203 0.43140683 0.46170856 0.83966519 0.50373727] [ 0.38824689 0.55377109 0.52729977 0.68198935 0.38607413] [ 0.18013097 0.60114174 0.41405577 0.78261309 0.59784554] [ 0.31923256 0.67812649 0.40796062 0.86606103 0.5537955 ] [ 0.35242748 0.49715466 0.42054934 0.70645033 0.45544653] [ 0.63095502 0.44990621 0.55106263 0.45103653 0.33476753] [ 0.57547551 0.58123124 0.33131812 0.73799429 0.36140399] [ 0.4732983 0.40204345 0.63811078 0.70628198 0.48697233] [ 0.62573247 0.42404135 0.45144624 0.41363909 0.33402776] [ 0.8478366 0.33685821 0.4252907 0.21562192 0.45118012] [ 0.10451488 0.65656755 0.48009523 0.90345503 0.40310944] [ 0.47311775 0.55237001 0.58057446 0.48192993 0.52678927] [ 0.5941419 0.60921695 0.34544837 0.53570306 0.36825904] [ 0.84473024 0.47325532 0.56043372 0.24011849 0.40149772] [ 0.48110129 0.60280773 0.26290695 0.69914645 0.44218975] [ 0.27076791 0.61621089 0.37696256 0.74993508 0.58961186] [ 0.65805325 0.45156231 0.5036701 0.56448175 0.40696901] [ 0.81234216 0.30963809 0.66068918 0.18621237 0.35784507] [ 0.77478051 0.34193005 0.60113318 0.21873253 0.41786374] [ 0.52796636 0.55496883 0.42014251 0.50709291 0.42170105] [ 0.59486137 0.36366998 0.61907908 0.53934244 0.3499273 ] [ 0.49766263 0.54972401 0.45690874 0.59566215 0.6443736 ] [ 0.72612209 0.47856392 0.52246239 0.41021432 0.48005109] [ 0.19720006 0.46877918 0.57316461 0.71271057 0.53524602] [ 0.60861559 0.59868112 0.29927007 0.46323118 0.33529319] [ 0.71393793 0.35741239 0.46714001 0.33512053 0.34059249] [ 0.28190364 0.60552855 0.46735308 0.5590406 0.60499792] [ 0.38704203 0.44301341 0.61420942 0.70336843 0.51678476] [ 0.92000281 0.42101184 0.45284883 0.18126004 0.27179616] [ 0.34059577 0.60277704 0.32735966 0.79782159 0.65581768] [ 0.31561028 0.61634181 0.52394782 0.75333863 0.60145069] [ 0.6312147 0.521462 0.53060601 0.4643331 0.46167106] [ 0.67357564 0.46012613 0.66230238 0.28671567 0.47675463] [ 0.70715064 0.46410696 0.61101844 0.22066758 0.50934101] [ 0.18062926 0.62257654 0.4576288 0.80946941 0.5289083 ] [ 0.47146544 0.46906286 0.55017241 0.54452011 0.43142926] [ 0.82377606 0.54092216 0.45922767 0.4311869 0.41958656] [ 0.25453195 0.6361111 0.46551276 0.59632551 0.57305406] [ 0.42812085 0.46272139 0.57437978 0.68722351 0.43078141] [ 0.12588718 0.61251882 0.49231368 0.89121506 0.60114439] [ 0.56827479 0.48820206 0.52441239 0.55678859 0.38796937] [ 0.4383208 0.61997754 0.41131707 0.62544798 0.51701863] [ 0.54208421 0.32873557 0.61245266 0.27680807 0.51045322] [ 0.58642136 0.43484629 0.57654386 0.35252954 0.48622521] [ 0.23303494 0.50281052 0.40263736 0.81959146 0.50408676] [ 0.82377685 0.45013587 0.57009658 0.31723509 0.40454861] [ 0.60438796 0.52141604 0.44853942 0.34414201 0.35801382] [ 0.56733676 0.40924931 0.46558682 0.57123896 0.34299054] [ 0.61632943 0.581116 0.44276093 0.61639608 0.35102083] [ 0.2998902 0.5816054 0.4696699 0.63033791 0.4971892 ] [ 0.35806259 0.58696798 0.37782347 0.8327834 0.62155047] [ 0.06939977 0.57446129 0.5341305 0.86559583 0.51013119] [ 0.90300307 0.38823221 0.57702496 0.19093007 0.29254146] [ 0.52794307 0.39871055 0.69105294 0.61677278 0.47711295] [ 0.23881989 0.64139331 0.40368454 0.76855038 0.53049329] [ 0.16139089 0.64339732 0.3524343 0.80661864 0.43550037] [ 0.46351032 0.4379011 0.42565041 0.51813195 0.43220984] [ 0.50538318 0.53685645 0.43887395 0.49543592 0.33132503] [ 0.6355505 0.56178227 0.51647685 0.63103136 0.45448319] [ 0.53636277 0.45465476 0.45349029 0.60049014 0.30365263] [ 0.56147996 0.46784733 0.51881676 0.52217545 0.59630378] [ 0.68797721 0.36291635 0.5352953 0.34869446 0.47962797] [ 0.66257634 0.3406195 0.59040711 0.31370978 0.40178096] [ 0.78319051 0.34081264 0.69051565 0.39080283 0.34022371] [ 0.1217496 0.58476034 0.41799718 0.77189613 0.55445966] [ 0.33144908 0.53721303 0.61828936 0.56713848 0.55214437] [ 0.30795512 0.62312044 0.52937008 0.60390744 0.53959552] [ 0.77591817 0.35070505 0.4941572 0.25803583 0.35537505] [ 0.85312364 0.40924241 0.40881708 0.21339064 0.22592404] [ 0.23629642 0.53546038 0.65568975 0.82739176 0.56871093] [ 0.25508769 0.56977982 0.34324337 0.8111622 0.41056026] [ 0.32896003 0.56739755 0.48010241 0.80575598 0.42437644] [ 0.73008599 0.45149428 0.57471226 0.4014995 0.51826395] [ 0.28642852 0.50669808 0.49726765 0.67285002 0.45650592] [ 0.31203385 0.54670553 0.45861608 0.60534551 0.43455696] [ 0.27818262 0.64222704 0.42467703 0.65006847 0.62381499] [ 0.24290338 0.50512541 0.59256323 0.70486972 0.6134191 ] [ 0.83019546 0.2345263 0.47412061 0.16711634 0.32069368] [ 0.53552143 0.45728632 0.54779085 0.48548616 0.46968667] [ 0.44953373 0.45782706 0.43443295 0.68645311 0.3549348 ] [ 0.23878425 0.53149544 0.57865873 0.77188029 0.4483722 ] [ 0.30062186 0.53685556 0.59268254 0.77780591 0.57585941] [ 0.71404811 0.37328078 0.52653358 0.21057575 0.40000885] [ 0.13454101 0.62233975 0.36360981 0.91159777 0.65416259] [ 0.87013077 0.35783859 0.50498724 0.2566753 0.42367603] [ 0.58761184 0.55481898 0.37496195 0.61525482 0.34656536] [ 0.60854899 0.38989913 0.5348113 0.55933852 0.57339317] Progress: 28.1% ... Training loss: 0.601 ... Validation loss: 1.036[ 0.17195926 0.61700737 0.45075923 0.85275787 0.5340552 ] [ 0.3216328 0.60514026 0.45544959 0.70571724 0.55825143] [ 0.22551709 0.62821497 0.50911904 0.8249552 0.46656297] [ 0.54733189 0.41823596 0.43097986 0.48049707 0.46876544] [ 0.31158027 0.63816527 0.49009816 0.79549896 0.44985895] [ 0.26136337 0.49232419 0.50147001 0.77077082 0.47707004] [ 0.55415602 0.41227347 0.5817316 0.29956221 0.61078826] [ 0.66176345 0.54292269 0.37758441 0.42050435 0.38220632] [ 0.76401411 0.37759759 0.51394843 0.38852588 0.41420933] [ 0.82138594 0.41405312 0.43933187 0.35444941 0.2622219 ] [ 0.33063885 0.66964573 0.3626569 0.74393353 0.43811469] [ 0.43943342 0.56690517 0.43157993 0.45169228 0.41210803] [ 0.46570742 0.63809244 0.3758377 0.51696014 0.37064735] [ 0.74534605 0.51849771 0.38422343 0.36384608 0.34834711] [ 0.74906194 0.36408784 0.47924424 0.36597072 0.51826205] [ 0.39090739 0.46679291 0.53481989 0.78546996 0.49201592] [ 0.40431574 0.63261796 0.4488179 0.59753191 0.46178787] [ 0.11017221 0.63737603 0.36698228 0.93727088 0.574442 ] [ 0.56944757 0.50336522 0.56003517 0.36392234 0.53825326] [ 0.51880083 0.60542526 0.38841882 0.69975589 0.35371809] [ 0.80078647 0.26567245 0.58556487 0.17357605 0.35021824] [ 0.61185797 0.53023888 0.41630962 0.48147661 0.44077565] [ 0.62012357 0.3838076 0.71009794 0.43806034 0.50590986] [ 0.72237548 0.35869335 0.55843735 0.21654953 0.51631298] [ 0.56870044 0.42207017 0.53462958 0.55151036 0.39575862] [ 0.71114519 0.34888906 0.53992771 0.43580792 0.50637212] [ 0.41988106 0.46937564 0.49103614 0.66137715 0.45590149] [ 0.54255482 0.453959 0.36864491 0.57623883 0.42196803] [ 0.28425225 0.63052304 0.40736329 0.67071469 0.4700403 ] [ 0.48070474 0.49239876 0.51251132 0.63127614 0.45552733] [ 0.62638554 0.55203204 0.52878745 0.6234716 0.52267113] [ 0.54470235 0.39633586 0.60175568 0.65197984 0.38830749] [ 0.80951816 0.53533863 0.2854053 0.41835003 0.31652358] [ 0.19287308 0.49988816 0.37343096 0.86306934 0.53253726] [ 0.78348496 0.35745954 0.51645833 0.23626477 0.33893268] [ 0.40208387 0.44756703 0.41593882 0.79836176 0.35743315] [ 0.46756423 0.47344797 0.62429775 0.71142252 0.46271132] [ 0.25042217 0.58175358 0.35865782 0.87182529 0.40973993] [ 0.70066839 0.66325761 0.45386882 0.64406872 0.43482713] [ 0.56295478 0.57416676 0.67234526 0.53923194 0.48868713] [ 0.78521244 0.34554961 0.5014011 0.19132291 0.38700799] [ 0.88006603 0.34617366 0.51191678 0.19025363 0.32406528] [ 0.65032757 0.64305726 0.40407829 0.53333456 0.39155533] [ 0.40072924 0.41184106 0.59333333 0.67585663 0.51875014] [ 0.28681648 0.53998794 0.48931935 0.78349282 0.48501269] [ 0.31591846 0.50942172 0.39257742 0.71523905 0.64525253] [ 0.38157559 0.48347072 0.6272455 0.69137456 0.56077011] [ 0.19698456 0.63414125 0.44724545 0.73794944 0.41561668] [ 0.28443387 0.61978325 0.51195638 0.77270028 0.60214921] [ 0.63432766 0.53343172 0.49612186 0.60419878 0.45866117] [ 0.16505736 0.54685631 0.55859791 0.6691445 0.66491935] [ 0.7784357 0.44709054 0.42845178 0.36682772 0.43838428] [ 0.44184866 0.48432587 0.43326988 0.74117043 0.35502839] [ 0.53919402 0.39374785 0.45784857 0.66899553 0.30801274] [ 0.69749472 0.42599314 0.42658418 0.46347205 0.54608131] [ 0.51276725 0.30787304 0.5810349 0.53599614 0.54467315] [ 0.38457012 0.46760113 0.38642214 0.54702773 0.39142588] [ 0.38216365 0.59973434 0.40096388 0.59240989 0.39216854] [ 0.74104593 0.45500886 0.57985343 0.28936949 0.32308071] [ 0.71620541 0.53156289 0.46778253 0.33887108 0.47721065] [ 0.71837822 0.51424445 0.31206609 0.38829657 0.34122878] [ 0.72687142 0.45361085 0.60721947 0.45582795 0.40589785] [ 0.88343613 0.32759928 0.66670561 0.21278257 0.40524805] [ 0.29447668 0.76173754 0.38364618 0.7847744 0.53409001] [ 0.85162433 0.39732774 0.54633011 0.33113478 0.30762813] [ 0.68138217 0.35535116 0.62847426 0.54578457 0.38959212] [ 0.60970617 0.57395873 0.42783475 0.37919103 0.41719945] [ 0.66865658 0.4611476 0.4064989 0.44489744 0.36564428] [ 0.6861346 0.38957963 0.391732 0.51342961 0.42932066] [ 0.53411763 0.54899017 0.46756777 0.32500429 0.33433762] [ 0.15290593 0.64630066 0.43622847 0.83342389 0.60276955] [ 0.61922223 0.59693048 0.33914167 0.45139651 0.34481301] [ 0.88689775 0.39219481 0.48759987 0.23323048 0.37273609] [ 0.89273094 0.39979936 0.48486465 0.30864064 0.33487026] [ 0.60650316 0.4560731 0.48608594 0.75649752 0.40562954] [ 0.2578943 0.52518446 0.36436317 0.71646721 0.43565401] [ 0.69175567 0.53379507 0.48491762 0.38532857 0.55675573] [ 0.57458434 0.59539109 0.36172019 0.58515101 0.37282858] [ 0.73470681 0.38171017 0.62960113 0.34328921 0.455306 ] [ 0.41613726 0.53951278 0.40970766 0.6908306 0.42914196] [ 0.65583987 0.3402751 0.62170349 0.20327048 0.45845848] [ 0.88445753 0.4157452 0.42958208 0.25121446 0.22969502] [ 0.48401974 0.52321974 0.50406136 0.51126799 0.56750924] [ 0.55194493 0.58060481 0.46350456 0.55612865 0.55321438] [ 0.16031683 0.57363413 0.50735214 0.89244565 0.68109719] [ 0.57563892 0.43313174 0.55395728 0.52980125 0.50031822] [ 0.57219254 0.50088697 0.38211657 0.45898939 0.33929634] [ 0.53850272 0.29866715 0.51194594 0.52837996 0.34288404] [ 0.42925081 0.57253848 0.42714183 0.75967339 0.43530016] [ 0.13470865 0.67731644 0.39319371 0.91423529 0.44471082] [ 0.28168278 0.46687903 0.51861786 0.64017581 0.50739227] [ 0.74279152 0.42009079 0.59232545 0.34945303 0.42446609] [ 0.18674926 0.70336345 0.29383344 0.80602353 0.55440809] [ 0.14329346 0.73930048 0.27144416 0.88558454 0.60444355] [ 0.74874255 0.43627144 0.56684815 0.14658894 0.40825827] [ 0.60782121 0.59688117 0.48606531 0.3240125 0.46278632] [ 0.31994902 0.47053881 0.45837073 0.51623619 0.71013924] [ 0.67329223 0.43578063 0.50919361 0.37743254 0.45594487] [ 0.5643588 0.48804189 0.497269 0.46279053 0.39955871] [ 0.61024485 0.532577 0.44322067 0.46214702 0.32543907] [ 0.37755161 0.50914654 0.50231584 0.65257526 0.38594562] [ 0.74465336 0.31173111 0.4265667 0.39640318 0.45489935] [ 0.41235838 0.587969 0.65223901 0.55562501 0.55430616] [ 0.4373143 0.62035361 0.41115117 0.6260435 0.51718405] [ 0.36013848 0.5334663 0.45144668 0.68921089 0.62754563] [ 0.5812921 0.40153342 0.57881171 0.39232711 0.541534 ] [ 0.76238858 0.34737557 0.43155664 0.61532701 0.37569728] [ 0.42007536 0.55461168 0.44273752 0.49994863 0.50796568] [ 0.62763365 0.40411036 0.6750246 0.48348189 0.42296128] [ 0.47314244 0.40799434 0.48183434 0.52081202 0.41109721] [ 0.83316974 0.47719956 0.48658436 0.33711296 0.38681128] [ 0.68764825 0.54409934 0.43016036 0.38911258 0.33771281] [ 0.2605197 0.47909626 0.50210452 0.78482171 0.46016907] [ 0.76293011 0.47587855 0.57137579 0.46989002 0.48940616] [ 0.6368249 0.61355979 0.37239348 0.48385763 0.4389346 ] [ 0.60153998 0.61799406 0.47915505 0.46881503 0.55688167] [ 0.31027251 0.68979935 0.45305218 0.73530616 0.5876163 ] [ 0.82073908 0.35104468 0.61845585 0.14874161 0.45893265] [ 0.25849496 0.54217618 0.42809724 0.89363285 0.60975785] [ 0.35075944 0.63882034 0.53373263 0.52354509 0.38332374] [ 0.18964691 0.51897451 0.38034819 0.87978814 0.56589972] [ 0.17853411 0.62041758 0.49201218 0.84783113 0.54382284] [ 0.10426234 0.52400403 0.39858903 0.90909099 0.48645559] [ 0.66735704 0.43151464 0.72113781 0.56850538 0.41233643] [ 0.50097226 0.49482584 0.43597637 0.54808919 0.58006422] [ 0.41370768 0.5960094 0.39580058 0.74101566 0.50142523] [ 0.67424509 0.46167129 0.61056937 0.34298408 0.47961943] [ 0.24038496 0.61893038 0.63921838 0.81288204 0.59359322] Progress: 28.1% ... Training loss: 0.600 ... Validation loss: 1.037[ 0.46909906 0.56628973 0.60025916 0.64247229 0.57667728] [ 0.41847258 0.3832766 0.38272602 0.53942285 0.479058 ] [ 0.72504502 0.52228714 0.56974471 0.40235719 0.44123552] [ 0.65211959 0.60561469 0.47966611 0.26728549 0.43351145] [ 0.48746076 0.46312573 0.34157867 0.53533457 0.42355528] [ 0.63510648 0.48888168 0.39016392 0.3844143 0.32459944] [ 0.46776415 0.40972405 0.58170745 0.72010732 0.33862775] [ 0.81025332 0.41728206 0.48718808 0.37943067 0.43361501] [ 0.73438213 0.41197251 0.32876849 0.4284733 0.38945481] [ 0.78042204 0.40355165 0.60827186 0.33014883 0.31234831] [ 0.3408003 0.4391241 0.4111919 0.68352588 0.35830553] [ 0.49800812 0.62105457 0.33568133 0.56577829 0.44039602] [ 0.32912062 0.55174166 0.49231534 0.76203514 0.51183287] [ 0.58334137 0.60035485 0.27030474 0.51129184 0.36903084] [ 0.62488562 0.47619602 0.56972119 0.55801851 0.44822469] [ 0.51111208 0.45843028 0.41820299 0.65976566 0.35255861] [ 0.66596572 0.44465337 0.52221083 0.50519944 0.38479404] [ 0.73486337 0.32369062 0.39725285 0.25118052 0.37943752] [ 0.75949627 0.64080238 0.39048699 0.39411735 0.40126837] [ 0.58559218 0.47423011 0.52829382 0.43405052 0.42179879] [ 0.37733257 0.54240842 0.65373746 0.73855805 0.59171871] [ 0.34618368 0.39121598 0.52736368 0.77671687 0.53429272] [ 0.43970513 0.61946664 0.42180343 0.67408429 0.36349615] [ 0.67550924 0.52035413 0.38259226 0.65452967 0.47892321] [ 0.47004643 0.64292824 0.5845282 0.57315069 0.46441073] [ 0.16634378 0.63367029 0.37343984 0.81013397 0.44642794] [ 0.75348365 0.51706048 0.33168414 0.26903965 0.29442583] [ 0.53283169 0.53021611 0.57379856 0.60633412 0.48806034] [ 0.43201374 0.45567768 0.5365814 0.81189891 0.47489053] [ 0.35542713 0.58166667 0.38146368 0.81692211 0.4623778 ] [ 0.56476405 0.37338455 0.55162419 0.44374798 0.38990866] [ 0.66322008 0.29741105 0.32969657 0.27280764 0.40072187] [ 0.81487521 0.41185026 0.56468023 0.3765411 0.47964533] [ 0.17515341 0.62337627 0.49405838 0.65196663 0.59355021] [ 0.56798592 0.45995799 0.57422064 0.45007449 0.50511322] [ 0.91586296 0.34639518 0.50048678 0.2022906 0.28169522] [ 0.59970313 0.36723036 0.60906588 0.36494275 0.52099063] [ 0.4964685 0.54921992 0.3689527 0.68604036 0.4706979 ] [ 0.30428725 0.68102505 0.40112849 0.79481527 0.44608957] [ 0.35681741 0.65248768 0.48505683 0.70493445 0.45697221] [ 0.34407895 0.56496177 0.37073927 0.6135268 0.36729596] [ 0.36400079 0.41608148 0.54383529 0.82586559 0.4326268 ] [ 0.65216719 0.56524708 0.4405232 0.60891064 0.3974947 ] [ 0.56804108 0.5433848 0.45532451 0.58635756 0.35532794] [ 0.16403493 0.61983891 0.41826763 0.83358624 0.44178018] [ 0.10508853 0.63602276 0.50439811 0.94889003 0.61241159] [ 0.30937009 0.52727954 0.58999978 0.80287777 0.42066253] [ 0.51919628 0.62119117 0.64308182 0.60759391 0.55594414] [ 0.41476683 0.65635234 0.48017316 0.77391885 0.60071791] [ 0.53220632 0.60226955 0.62700263 0.44333042 0.54938552] [ 0.39389554 0.5190498 0.5327779 0.52128731 0.44820942] [ 0.24328054 0.57505509 0.39217422 0.69971764 0.59566629] [ 0.86835001 0.41102498 0.52519592 0.19260051 0.41204385] [ 0.76573744 0.3829843 0.46703647 0.45473085 0.38306228] [ 0.57675346 0.4201722 0.45318965 0.24064003 0.45105893] [ 0.76247442 0.4270098 0.42116688 0.27082897 0.32963402] [ 0.82599873 0.43728403 0.6047415 0.31662129 0.36251528] [ 0.41529823 0.43306849 0.48526298 0.60029839 0.4831315 ] [ 0.22027171 0.68149618 0.39128531 0.80207736 0.41618811] [ 0.919683 0.35612181 0.4672924 0.21496675 0.32615282] [ 0.50410813 0.33680245 0.38888449 0.63759901 0.3549698 ] [ 0.78993161 0.47294716 0.49208474 0.32305069 0.34263562] [ 0.09615645 0.64375481 0.4258168 0.89621956 0.5938893 ] [ 0.63944493 0.70215646 0.32575471 0.65086407 0.37122291] [ 0.68553663 0.42745531 0.45477843 0.4251554 0.29693231] [ 0.91097466 0.32048844 0.30547586 0.21461426 0.25227373] [ 0.43111934 0.49639775 0.45990012 0.53065112 0.33795297] [ 0.64033732 0.46255064 0.49261971 0.18821178 0.38106958] [ 0.64213361 0.41333813 0.5986045 0.62982025 0.40579851] [ 0.69078312 0.42889063 0.49013004 0.40676577 0.54611988] [ 0.68333643 0.50024428 0.43839063 0.3861531 0.3124076 ] [ 0.54747279 0.51924388 0.55969345 0.4710158 0.44602269] [ 0.90775206 0.37054076 0.56049511 0.12903489 0.381656 ] [ 0.45337061 0.62511849 0.31718272 0.64307633 0.34317199] [ 0.32351341 0.53355713 0.42426009 0.67740997 0.6378953 ] [ 0.41534993 0.62663603 0.49726369 0.78398036 0.53050222] [ 0.76418197 0.44539778 0.45515581 0.25741604 0.29659487] [ 0.18069405 0.63552313 0.37173343 0.83895915 0.42220542] [ 0.36570122 0.45978265 0.50614854 0.64727103 0.44681674] [ 0.40287005 0.39055349 0.59785681 0.68370357 0.51210971] [ 0.55648305 0.40309314 0.41627822 0.47318431 0.49867846] [ 0.21770731 0.45470613 0.5330001 0.73789028 0.53346787] [ 0.8238685 0.46439592 0.56542676 0.44182106 0.39742699] [ 0.65347816 0.51640376 0.44333472 0.40165692 0.51599468] [ 0.10179249 0.71861505 0.37439329 0.94508662 0.60375493] [ 0.68971101 0.34134388 0.72301058 0.22688421 0.55156848] [ 0.36425092 0.54481776 0.55820599 0.67601044 0.42173433] [ 0.68568518 0.58010374 0.54004609 0.54291282 0.43303831] [ 0.1748985 0.55966867 0.48029663 0.78372783 0.42006112] [ 0.54050306 0.64325649 0.52890422 0.57241632 0.50605209] [ 0.40633736 0.59644363 0.43216221 0.5905605 0.41770457] [ 0.1350457 0.62198309 0.36373379 0.91144078 0.65407037] [ 0.32388042 0.56447191 0.39757234 0.70788639 0.47400367] [ 0.65051832 0.61054054 0.52198571 0.55951093 0.47752804] [ 0.7110669 0.40283279 0.53901043 0.39216198 0.50744958] [ 0.17380982 0.6452593 0.41370754 0.83101456 0.62383856] [ 0.41279757 0.488996 0.55728632 0.67137216 0.43689905] [ 0.37599001 0.51054636 0.54439322 0.81068752 0.42881072] [ 0.17541585 0.72346221 0.39528136 0.74555685 0.52442443] [ 0.22629342 0.51543489 0.5545536 0.73648615 0.65778207] [ 0.70894088 0.41428922 0.50339251 0.40278859 0.36456884] [ 0.35781749 0.58716694 0.37770354 0.83289976 0.62168291] [ 0.82534486 0.29946129 0.58947817 0.24143006 0.3581046 ] [ 0.63510648 0.48888168 0.39016392 0.3844143 0.32459944] [ 0.58376913 0.53561094 0.44370046 0.44074137 0.36689663] [ 0.30005345 0.48755728 0.58587207 0.72738862 0.52112979] [ 0.84780751 0.40325838 0.43311487 0.20251265 0.3537274 ] [ 0.75362164 0.43702294 0.41541376 0.32077478 0.34776127] [ 0.54103866 0.52336768 0.39640406 0.45978943 0.39743449] [ 0.67439257 0.46259306 0.47839437 0.43122019 0.37796 ] [ 0.36511036 0.49754195 0.50380534 0.57473179 0.38041346] [ 0.68566439 0.69645367 0.43959647 0.62269583 0.39413041] [ 0.47132532 0.62553349 0.38217565 0.68151774 0.30083163] [ 0.68900478 0.33331782 0.50429168 0.20476564 0.42028555] [ 0.33723747 0.57320383 0.38019902 0.86730855 0.36757667] [ 0.69234171 0.38274142 0.67203321 0.20260715 0.33014218] [ 0.25880327 0.54790169 0.44739055 0.8442008 0.53074397] [ 0.75613971 0.45695852 0.45423939 0.42422579 0.45287774] [ 0.85634153 0.39228083 0.52019439 0.28658051 0.3553905 ] [ 0.70370147 0.49232122 0.58283596 0.53095968 0.42136654] [ 0.5795935 0.45042064 0.41306913 0.61750864 0.35381937] [ 0.8173104 0.31779488 0.61680587 0.16195294 0.35902273] [ 0.65627053 0.45825718 0.38793186 0.38554102 0.40709653] [ 0.62278709 0.43307774 0.62348721 0.34659597 0.52747254] [ 0.35619743 0.57071875 0.4530315 0.62231835 0.44554204] [ 0.48816734 0.46022198 0.51689418 0.61449054 0.46212462] [ 0.68016318 0.53043078 0.48666495 0.48735019 0.36703473] [ 0.4441474 0.47005035 0.43439279 0.62537285 0.40169207] Progress: 28.1% ... Training loss: 0.600 ... Validation loss: 1.034[ 0.46269907 0.53828583 0.50776377 0.6454193 0.58244357] [ 0.39369639 0.6448327 0.31127166 0.70585422 0.49324138] [ 0.37331343 0.54612649 0.40315092 0.64708117 0.44801402] [ 0.21705706 0.66580212 0.41751081 0.7795777 0.50831037] [ 0.56710402 0.5430442 0.425428 0.40316388 0.40201931] [ 0.7524384 0.59720051 0.43644661 0.31289135 0.46374328] [ 0.7208222 0.43780722 0.44222525 0.27236638 0.41571007] [ 0.47555852 0.53217838 0.57432493 0.69258376 0.44865326] [ 0.854048 0.3866905 0.51017436 0.3274683 0.35189422] [ 0.2821299 0.54100985 0.54711564 0.66722225 0.48376406] [ 0.17457455 0.53693952 0.43612127 0.88656661 0.51337886] [ 0.56117118 0.37330894 0.57556634 0.52098896 0.48749932] [ 0.61706416 0.3842253 0.53562803 0.707363 0.41710274] [ 0.18963754 0.63728531 0.53547656 0.83053499 0.61454201] [ 0.53344649 0.56692113 0.424448 0.39752074 0.42870728] [ 0.27676064 0.48647389 0.37014856 0.87163843 0.39108724] [ 0.80353397 0.36506693 0.52411208 0.13631136 0.3281779 ] [ 0.59366997 0.43630244 0.474637 0.25650102 0.39074729] [ 0.75268014 0.63306841 0.42719011 0.44376167 0.45195479] [ 0.64883342 0.33515912 0.30365367 0.32401554 0.39041418] [ 0.35270191 0.55891414 0.36464648 0.559147 0.43906537] [ 0.42354319 0.56784616 0.35584185 0.60467681 0.34953794] [ 0.86310712 0.48117151 0.55690105 0.24917105 0.30778488] [ 0.79240484 0.44065765 0.48587584 0.2400592 0.26845638] [ 0.51942357 0.58549116 0.31225008 0.52071292 0.4594536 ] [ 0.25772314 0.43209491 0.39332575 0.80641989 0.44207687] [ 0.77403755 0.33126424 0.54805681 0.36566708 0.4151505 ] [ 0.7503721 0.41548896 0.44548911 0.31120835 0.44018773] [ 0.77234036 0.42200214 0.41911693 0.32374863 0.25841553] [ 0.36475374 0.48351184 0.4532598 0.64877974 0.53915826] [ 0.45702228 0.53567534 0.37294901 0.73098184 0.27641553] [ 0.58109618 0.43189734 0.54580405 0.4817065 0.45084232] [ 0.56099721 0.53445387 0.44452347 0.42973233 0.51874572] [ 0.74549558 0.51699581 0.50368068 0.32264281 0.518202 ] [ 0.21430045 0.64523312 0.33049875 0.82527264 0.40388069] [ 0.56591437 0.62873494 0.37121523 0.58560378 0.42609152] [ 0.77088573 0.51886045 0.37087994 0.2775166 0.29511983] [ 0.53332709 0.37424938 0.64056807 0.54023272 0.44552567] [ 0.73463975 0.31546269 0.51173961 0.25110299 0.54421394] [ 0.35810378 0.5155508 0.35977793 0.72123999 0.43273499] [ 0.77688454 0.42694578 0.41136687 0.4615927 0.48690159] [ 0.4510383 0.64024158 0.36077341 0.77127433 0.37390087] [ 0.32986204 0.57633348 0.51748262 0.69117486 0.48154308] [ 0.34692976 0.62914456 0.47639623 0.72060685 0.33233252] [ 0.55016881 0.4281776 0.54005363 0.43479283 0.59733555] [ 0.3497964 0.59391297 0.46902239 0.65561098 0.51711841] [ 0.38668979 0.56776657 0.39638609 0.57483574 0.33413386] [ 0.52192989 0.5450262 0.59774097 0.54708566 0.43883122] [ 0.45555062 0.66300185 0.46903565 0.59652776 0.37013408] [ 0.4842803 0.44698654 0.42292864 0.40220013 0.46622342] [ 0.31000776 0.60904078 0.4426295 0.65762847 0.3933174 ] [ 0.3330539 0.56736165 0.51930306 0.76653179 0.62952569] [ 0.57047285 0.43050474 0.55407151 0.42280017 0.55046285] [ 0.16665767 0.58474829 0.44492396 0.83836231 0.46309796] [ 0.28931219 0.52589427 0.47054922 0.76721279 0.54905263] [ 0.57951077 0.59322609 0.53772528 0.54012068 0.40530927] [ 0.77403755 0.33126424 0.54805681 0.36566708 0.4151505 ] [ 0.24123308 0.61650509 0.49872503 0.88517343 0.61806055] [ 0.68537977 0.34210111 0.476018 0.2031793 0.50503302] [ 0.5694706 0.54940665 0.50353234 0.52258091 0.40230558] [ 0.49579721 0.48485617 0.41527778 0.63708915 0.4486871 ] [ 0.51034709 0.41392298 0.49341445 0.77646632 0.46555552] [ 0.419535 0.37258296 0.45747282 0.74959257 0.36386348] [ 0.18579937 0.5618472 0.52789136 0.86206091 0.50515042] [ 0.38803825 0.60369277 0.43390465 0.54097882 0.42252206] [ 0.82551401 0.42359871 0.49392455 0.18501179 0.23168255] [ 0.50780307 0.68081884 0.39249002 0.59802187 0.44873787] [ 0.32356103 0.52720981 0.56354352 0.80840094 0.44751921] [ 0.11351886 0.79070779 0.36585907 0.85198874 0.52138334] [ 0.49574765 0.4508222 0.66788364 0.59394995 0.46297669] [ 0.48695398 0.64849406 0.31322635 0.61276858 0.46316871] [ 0.325069 0.51936997 0.37304839 0.46143973 0.54955079] [ 0.54828789 0.50938938 0.4500568 0.70565106 0.47453609] [ 0.09260283 0.56746044 0.35052274 0.94531484 0.46645462] [ 0.51836688 0.48160989 0.51257149 0.34078941 0.46572052] [ 0.39041547 0.4087756 0.4249009 0.59609214 0.3933387 ] [ 0.15875035 0.4639758 0.40509938 0.87962575 0.52585539] [ 0.38912654 0.59137452 0.53645435 0.82210585 0.51063286] [ 0.76649275 0.46266551 0.3692874 0.26920015 0.33402259] [ 0.44023788 0.50383364 0.44550835 0.6456034 0.45089302] [ 0.16673187 0.54680578 0.47685135 0.84335803 0.45776521] [ 0.70456005 0.42011283 0.52497154 0.41156803 0.45846569] [ 0.58536553 0.48042182 0.56599565 0.70768239 0.4367643 ] [ 0.54044997 0.52367852 0.3962677 0.46009767 0.39755577] [ 0.66431842 0.49526335 0.39558491 0.33116926 0.27775263] [ 0.40220804 0.43163355 0.59108387 0.62780204 0.49176058] [ 0.54445117 0.6968283 0.42557658 0.65290751 0.46244822] [ 0.48563766 0.60428934 0.55962557 0.4062506 0.63371021] [ 0.08381394 0.62034472 0.49394657 0.83816393 0.56478603] [ 0.54776683 0.43836061 0.58593763 0.43724837 0.4963046 ] [ 0.73825303 0.57695031 0.41917262 0.47449311 0.39024785] [ 0.15146818 0.69634189 0.41796459 0.76166815 0.50379266] [ 0.80390125 0.4475814 0.51452364 0.40148875 0.39189498] [ 0.84825819 0.36508788 0.43834373 0.20701108 0.26061484] [ 0.14529079 0.50633405 0.37589035 0.88983517 0.61191995] [ 0.25721105 0.59392876 0.49003689 0.5864579 0.5350544 ] [ 0.24448561 0.64875821 0.36721764 0.7589701 0.44162 ] [ 0.12351806 0.59374007 0.40867991 0.88893683 0.56200901] [ 0.46177208 0.57387889 0.51534341 0.62489363 0.36907258] [ 0.13218774 0.6558947 0.44163522 0.73043036 0.59271717] [ 0.60739853 0.47984247 0.40893101 0.28361177 0.40111495] [ 0.80377877 0.34443788 0.40516485 0.19355375 0.44639069] [ 0.68647669 0.53336659 0.41922295 0.34383039 0.34233 ] [ 0.73717075 0.40236168 0.58693525 0.16567064 0.47545087] [ 0.64605244 0.5357106 0.44198773 0.2527259 0.44665985] [ 0.85837611 0.34361242 0.5683715 0.15614655 0.39185216] [ 0.55650854 0.48728741 0.49271591 0.70505995 0.38717228] [ 0.84855199 0.3394708 0.61751344 0.22300944 0.40350723] [ 0.41667334 0.67466183 0.37392471 0.71798343 0.46709783] [ 0.22400915 0.51335208 0.49627541 0.7696299 0.62285607] [ 0.81403375 0.41162527 0.58035868 0.18544312 0.45331554] [ 0.41712035 0.4989712 0.5732146 0.62114301 0.61685829] [ 0.3317141 0.56779401 0.51013502 0.83545785 0.56255637] [ 0.70899704 0.4172322 0.56425558 0.28912783 0.52330798] [ 0.42838292 0.59861294 0.44104255 0.58220846 0.36293293] [ 0.80613041 0.40677398 0.39021819 0.34972336 0.43482135] [ 0.07239197 0.70959713 0.35569187 0.93293161 0.5564965 ] [ 0.5187789 0.53420068 0.56661516 0.5644657 0.44867865] [ 0.39879583 0.52561382 0.53837708 0.60152699 0.55080367] [ 0.48977175 0.35670256 0.65858049 0.7115363 0.49635472] [ 0.24245034 0.66446383 0.36596627 0.68517369 0.40792402] [ 0.47328258 0.54882566 0.43971598 0.58281184 0.25503995] [ 0.69081382 0.53774837 0.55616137 0.49804249 0.38503693] [ 0.4770672 0.52663695 0.47093151 0.42800645 0.52428916] [ 0.73054339 0.46298795 0.53242288 0.39159675 0.45948852] [ 0.51619365 0.42951831 0.53777311 0.52210069 0.43968945] [ 0.75268734 0.43537445 0.45603032 0.30197807 0.30208409] [ 0.35858383 0.58468949 0.38678046 0.47857024 0.51447083] Progress: 28.2% ... Training loss: 0.600 ... Validation loss: 1.023[ 0.78511203 0.45433896 0.6381984 0.2435688 0.52316715] [ 0.35304358 0.61292597 0.35569748 0.61278245 0.42624699] [ 0.48042107 0.57496065 0.4148036 0.59359795 0.41051357] [ 0.23339064 0.62758527 0.34718213 0.82150847 0.56072179] [ 0.41151298 0.44048298 0.58061907 0.62338042 0.43886027] [ 0.27499481 0.61603508 0.54158306 0.74709847 0.53489388] [ 0.18559531 0.64120326 0.38040743 0.67946989 0.59849945] [ 0.61001949 0.53177003 0.43292037 0.46573472 0.54928471] [ 0.71109196 0.58749885 0.55107698 0.5527884 0.40355904] [ 0.33576807 0.57932054 0.48243765 0.78586221 0.59168063] [ 0.30731897 0.56664088 0.40254609 0.76697594 0.49914323] [ 0.39929934 0.55565286 0.44039398 0.41463386 0.55221233] [ 0.81101792 0.31543992 0.60043741 0.33898691 0.32397886] [ 0.67834667 0.57544897 0.48668909 0.5554751 0.48213512] [ 0.68383479 0.49738098 0.37843594 0.36503004 0.36210131] [ 0.66029284 0.51129355 0.47998574 0.54277352 0.41080406] [ 0.53432093 0.43633662 0.67327722 0.68260815 0.44387572] [ 0.78804108 0.49117909 0.52259099 0.28345381 0.39988399] [ 0.61082208 0.4666083 0.57095773 0.45128211 0.47881415] [ 0.86447282 0.42677165 0.45721699 0.17810771 0.33147677] [ 0.78194906 0.39999209 0.57196999 0.36857209 0.4221093 ] [ 0.18817317 0.75556985 0.32089125 0.88512867 0.50392219] [ 0.21090314 0.61856067 0.45593593 0.9037793 0.47450896] [ 0.66022475 0.41581835 0.66882323 0.29446877 0.49273597] [ 0.330084 0.58932045 0.37804504 0.78715802 0.60522571] [ 0.4763393 0.49976484 0.44198707 0.55030456 0.49308736] [ 0.47287586 0.62889172 0.45382219 0.52470878 0.64851517] [ 0.23618106 0.5119692 0.44259524 0.70236376 0.48595197] [ 0.8423499 0.33352822 0.50895642 0.20884065 0.30456084] [ 0.43176292 0.49307287 0.32497754 0.79733601 0.52261312] [ 0.308169 0.60652471 0.52098194 0.77951446 0.47161717] [ 0.3846036 0.41494554 0.55419336 0.49947797 0.5185529 ] [ 0.76214488 0.35285374 0.70337019 0.28068328 0.34979298] [ 0.31369371 0.59781891 0.47395206 0.76626243 0.48053302] [ 0.49803408 0.72835592 0.3306373 0.83418055 0.35623721] [ 0.59125534 0.40603277 0.53330573 0.37189562 0.31666616] [ 0.34867722 0.54713996 0.43179997 0.88419307 0.48568217] [ 0.54710112 0.41208233 0.44597268 0.3032657 0.5501467 ] [ 0.17478318 0.70215258 0.42829921 0.78618164 0.407816 ] [ 0.44878411 0.64162003 0.36018619 0.77227474 0.37445107] [ 0.35773605 0.49693158 0.53971526 0.43669648 0.62727248] [ 0.58243395 0.39642162 0.58234838 0.31698475 0.452209 ] [ 0.36152113 0.5394059 0.40027164 0.72362826 0.38370941] [ 0.83355891 0.31056908 0.58929557 0.15730077 0.44481652] [ 0.72086683 0.39191725 0.54041977 0.12204564 0.50782184] [ 0.69466292 0.62999674 0.39961087 0.35274654 0.37079403] [ 0.73646775 0.48050102 0.53261977 0.37656183 0.41291724] [ 0.89237883 0.38899974 0.53482794 0.2711026 0.3415676 ] [ 0.58137224 0.50175628 0.46932451 0.67289121 0.43671238] [ 0.41579386 0.41165192 0.61465473 0.59921698 0.5548276 ] [ 0.43358112 0.67001586 0.37577282 0.75400692 0.46410798] [ 0.85017298 0.38592532 0.62140148 0.19042909 0.4730116 ] [ 0.64824506 0.45217114 0.59935346 0.55035423 0.45163779] [ 0.35202432 0.62687913 0.49016105 0.63302601 0.50701302] [ 0.51318381 0.48934209 0.53328891 0.42311195 0.37696438] [ 0.23367885 0.57433779 0.53028587 0.7629158 0.51125819] [ 0.30799536 0.6571139 0.39555737 0.71839676 0.37945769] [ 0.39889224 0.56494117 0.53795751 0.60789807 0.43891338] [ 0.08060262 0.62257129 0.35029792 0.86045942 0.54930696] [ 0.75034941 0.4147464 0.59835832 0.22589819 0.426001 ] [ 0.62673993 0.61332026 0.42888021 0.52397229 0.39704489] [ 0.6687414 0.37032409 0.60475942 0.55871816 0.41507817] [ 0.26084688 0.62607171 0.37545539 0.68314944 0.46322377] [ 0.76669451 0.32858439 0.52131974 0.28770258 0.33091808] [ 0.4538525 0.57387726 0.49094953 0.53313404 0.40086635] [ 0.44145283 0.57144278 0.54807883 0.49543858 0.51581885] [ 0.62585461 0.50757454 0.58545618 0.5550459 0.4674019 ] [ 0.75494107 0.54062441 0.45266077 0.52615106 0.4536735 ] [ 0.82209869 0.34897151 0.45315986 0.34541713 0.40715426] [ 0.70997802 0.29307622 0.42758933 0.23521847 0.46552562] [ 0.63062014 0.44993412 0.36318311 0.37275166 0.41248361] [ 0.44211516 0.45418745 0.50922153 0.52598582 0.47103627] [ 0.81432875 0.39980994 0.51330746 0.23794943 0.39692392] [ 0.89968699 0.3321545 0.5611431 0.23536701 0.40139182] [ 0.66748233 0.48127861 0.50180865 0.35368897 0.42554719] [ 0.20880534 0.59871855 0.53031232 0.89898969 0.61845143] [ 0.59519049 0.66236068 0.49439262 0.716691 0.51593528] [ 0.26764685 0.63456682 0.39942159 0.85173335 0.4586865 ] [ 0.59671091 0.4598454 0.41886335 0.46040024 0.31955736] [ 0.81305785 0.31131937 0.67674596 0.15492043 0.42165441] [ 0.14028443 0.71520684 0.35107377 0.77672596 0.52905026] [ 0.85381188 0.38683317 0.51011657 0.32767229 0.35190132] [ 0.56133652 0.41076235 0.56988835 0.24899931 0.49627491] [ 0.68727797 0.38553534 0.52724606 0.44171951 0.36178609] [ 0.21575051 0.69889462 0.30135478 0.80337976 0.45377681] [ 0.34695638 0.49078812 0.45636114 0.64113211 0.43393425] [ 0.49441267 0.44343114 0.53504239 0.61389468 0.45432457] [ 0.63458365 0.40657614 0.52503424 0.50530809 0.39889745] [ 0.74210832 0.39090581 0.53256074 0.33125963 0.34770667] [ 0.22642348 0.57661088 0.44951668 0.54540522 0.56562287] [ 0.10047358 0.62504864 0.44189294 0.90175192 0.46168481] [ 0.13223236 0.54489818 0.53336037 0.73814439 0.51225905] [ 0.81177815 0.32717691 0.54372269 0.19500503 0.37168875] [ 0.61505638 0.53510857 0.38323896 0.3597812 0.31163969] [ 0.65004838 0.41855014 0.51795434 0.33872648 0.65361685] [ 0.22231837 0.64215757 0.34639891 0.69209718 0.48253981] [ 0.70174217 0.47272495 0.59389065 0.47832047 0.41184122] [ 0.09952898 0.61928279 0.53992613 0.95736478 0.65883926] [ 0.6009139 0.46101812 0.5238203 0.4257497 0.50334882] [ 0.43765366 0.49645547 0.44805026 0.38647383 0.48858059] [ 0.84352936 0.40411388 0.47935317 0.33068491 0.31781187] [ 0.4286806 0.59110237 0.36544239 0.66957837 0.53732719] [ 0.58855705 0.40445378 0.31365775 0.52713348 0.44703411] [ 0.35774417 0.58847213 0.39721963 0.78954478 0.47159819] [ 0.77383635 0.39325524 0.52865496 0.24576899 0.45133492] [ 0.28343237 0.53104089 0.5386158 0.80054454 0.44675438] [ 0.15177378 0.65115128 0.48829483 0.88472425 0.56231389] [ 0.87637148 0.35250035 0.57177104 0.2520346 0.33171577] [ 0.71725233 0.53125009 0.46789008 0.33832972 0.47708067] [ 0.63703656 0.36464462 0.37890679 0.35353467 0.34841651] [ 0.77966462 0.40198803 0.56506496 0.36438928 0.38686639] [ 0.57396499 0.48955476 0.36309317 0.30283132 0.40142498] [ 0.14766389 0.59326586 0.38208617 0.8868366 0.56887093] [ 0.39615147 0.46576589 0.53075534 0.75663705 0.46499031] [ 0.8402825 0.42069607 0.59495333 0.24954617 0.41934249] [ 0.78810843 0.26479428 0.4655697 0.26163099 0.37676016] [ 0.65569515 0.55374888 0.42505211 0.46033531 0.38399981] [ 0.24427387 0.58718698 0.34175402 0.57511715 0.48778794] [ 0.38303187 0.57468071 0.43897369 0.69986871 0.60232865] [ 0.86915044 0.43064995 0.59203154 0.20799513 0.39475068] [ 0.34695638 0.49078812 0.45636114 0.64113211 0.43393425] [ 0.53678807 0.42494505 0.54405012 0.47910696 0.4179134 ] [ 0.7717538 0.41281394 0.57448395 0.39044942 0.40954034] [ 0.38014427 0.57752997 0.4016475 0.68199349 0.55847272] [ 0.40120579 0.39463519 0.54938922 0.5824419 0.44508634] [ 0.60728344 0.53312574 0.43237006 0.3574174 0.43304958] [ 0.59181514 0.48283428 0.51439759 0.37541611 0.37786339] [ 0.19408858 0.56328572 0.62471704 0.82434902 0.61749926] Progress: 28.2% ... Training loss: 0.600 ... Validation loss: 1.026[ 0.91841765 0.47320757 0.49927232 0.21297646 0.31505932] [ 0.33440107 0.53830453 0.52025722 0.85636215 0.43119153] [ 0.20902333 0.52613664 0.58296547 0.87213927 0.59037261] [ 0.86242784 0.36632914 0.58505271 0.29737025 0.33735196] [ 0.65011786 0.37382331 0.64747635 0.31006024 0.46730862] [ 0.59397662 0.38703807 0.57120031 0.48226425 0.45970978] [ 0.68623751 0.43063342 0.53264839 0.21027471 0.31136853] [ 0.44783434 0.67436457 0.38064744 0.72403853 0.490079 ] [ 0.56317536 0.58135678 0.34809947 0.41964536 0.30263295] [ 0.4970318 0.41272203 0.35917314 0.49206592 0.36375646] [ 0.19270264 0.50066299 0.37308672 0.86326382 0.53290793] [ 0.70541497 0.50155133 0.44491876 0.52946894 0.39776135] [ 0.19967575 0.69378372 0.29111105 0.81227313 0.48923865] [ 0.39515454 0.59136704 0.30696271 0.68625585 0.42408574] [ 0.57513737 0.4667812 0.64631083 0.61331142 0.44931647] [ 0.65150166 0.60632622 0.47931592 0.26783253 0.43378238] [ 0.16667856 0.58341926 0.45319021 0.8527032 0.47639125] [ 0.46277485 0.51102244 0.56039434 0.72354484 0.34856951] [ 0.25774748 0.54920392 0.49830706 0.82467982 0.48880491] [ 0.59024495 0.61095321 0.43451431 0.63473885 0.34227979] [ 0.76493162 0.34367478 0.56478094 0.1693942 0.48320203] [ 0.6179112 0.5418455 0.60753104 0.56681276 0.46243202] [ 0.62677073 0.48849545 0.47320573 0.46129847 0.47075629] [ 0.51831117 0.4853846 0.53167608 0.6310599 0.50230558] [ 0.44127509 0.48531569 0.43283576 0.74138347 0.35537489] [ 0.44730947 0.63353238 0.39312226 0.50566507 0.35342712] [ 0.7434579 0.50016439 0.54378708 0.41899574 0.40473297] [ 0.63992108 0.48831946 0.59455153 0.55076994 0.43559576] [ 0.60609681 0.49006735 0.46588193 0.25107617 0.38954613] [ 0.36804117 0.38483121 0.48180613 0.71552355 0.4569194 ] [ 0.47406727 0.70192863 0.42040988 0.62052812 0.64270087] [ 0.4310627 0.55296109 0.45065913 0.68266462 0.46790408] [ 0.30382751 0.56228242 0.3470413 0.74286419 0.46493942] [ 0.73922656 0.46338611 0.63959612 0.49337054 0.40293561] [ 0.1835113 0.60156221 0.54623402 0.80493143 0.63776183] [ 0.73587354 0.40247331 0.62944841 0.22235859 0.40466159] [ 0.33276585 0.51974139 0.58898602 0.79150739 0.56526346] [ 0.19537006 0.58179543 0.54700361 0.84934432 0.50743458] [ 0.64851671 0.45206765 0.59938992 0.55015468 0.45160172] [ 0.6963958 0.68286397 0.50686558 0.49359148 0.44284197] [ 0.65811463 0.49995927 0.58249848 0.37664545 0.42017401] [ 0.50063647 0.43795326 0.59884418 0.67227939 0.39355423] [ 0.65744877 0.41333902 0.61537876 0.43898687 0.45737255] [ 0.32372978 0.38513323 0.50517022 0.70093483 0.47297265] [ 0.40205038 0.70041369 0.42589692 0.76976409 0.52051258] [ 0.3491345 0.63057693 0.25717053 0.78326496 0.42250223] [ 0.18024475 0.64201791 0.53577313 0.86948124 0.48387124] [ 0.67327636 0.41003128 0.39979896 0.33120933 0.41842888] [ 0.85473089 0.34081475 0.61930002 0.21083558 0.461784 ] [ 0.20008289 0.55087217 0.495038 0.66729716 0.62151209] [ 0.28122062 0.6227697 0.45969873 0.72411563 0.52956142] [ 0.34328704 0.50845927 0.49905792 0.51541973 0.50487759] [ 0.58981145 0.30000388 0.59207895 0.56608822 0.40882269] [ 0.90074061 0.32401559 0.6132104 0.14565911 0.40741799] [ 0.80560278 0.34355658 0.61993415 0.21837471 0.49941353] [ 0.31924041 0.47873542 0.42936684 0.67874034 0.39317263] [ 0.79131681 0.38649251 0.66385425 0.15256493 0.48627966] [ 0.27716264 0.4378742 0.55754087 0.66513173 0.45888883] [ 0.79353737 0.36741417 0.41456091 0.23843065 0.2928045 ] [ 0.44124648 0.56967662 0.42461608 0.53704222 0.33637806] [ 0.81664918 0.31806458 0.61669442 0.16213817 0.35903713] [ 0.41970626 0.53546349 0.41587428 0.5407214 0.4381608 ] [ 0.76210371 0.46414682 0.56931722 0.38902188 0.36361706] [ 0.84984826 0.43245843 0.49760398 0.18792858 0.39586235] [ 0.32633998 0.47515912 0.50490625 0.53871684 0.52588873] [ 0.43200407 0.4976252 0.56531318 0.60458917 0.42554853] [ 0.53079143 0.43237973 0.40403118 0.45357851 0.45621957] [ 0.63242454 0.39674039 0.58503262 0.34351417 0.62023338] [ 0.38991116 0.58233711 0.46604483 0.63209982 0.42818426] [ 0.61939784 0.37420012 0.38704216 0.47355598 0.41492109] [ 0.74266489 0.54681418 0.41484076 0.34416165 0.2923213 ] [ 0.63957573 0.50120924 0.44534457 0.4332651 0.30035078] [ 0.52307542 0.40135057 0.5328876 0.74023702 0.42265324] [ 0.22856538 0.64953753 0.4227014 0.77255543 0.44598865] [ 0.73610725 0.60206109 0.50253481 0.50461352 0.4024033 ] [ 0.44980887 0.39153959 0.48837206 0.61204893 0.60862726] [ 0.13706188 0.50358546 0.46805479 0.83077059 0.53189626] [ 0.52319714 0.64417829 0.5747308 0.68258078 0.49178409] [ 0.7552781 0.45021711 0.62577168 0.24332966 0.39831809] [ 0.54731365 0.4461049 0.49883076 0.47361104 0.44710706] [ 0.37015307 0.70146158 0.40345068 0.79146266 0.56427208] [ 0.53398865 0.551358 0.52193824 0.45640493 0.4839733 ] [ 0.68326423 0.44479647 0.52847845 0.39478216 0.40840277] [ 0.59491451 0.50725347 0.48054494 0.42971157 0.34549299] [ 0.29117078 0.58534546 0.41131848 0.7595606 0.4250033 ] [ 0.39059535 0.44190917 0.61462041 0.70162469 0.51639349] [ 0.64429349 0.44285211 0.55620361 0.42786006 0.53308131] [ 0.21145026 0.55162062 0.41295734 0.86350385 0.48194614] [ 0.26393496 0.57674299 0.35847461 0.75405762 0.51232066] [ 0.57173253 0.45516414 0.66657927 0.60459054 0.47836847] [ 0.80212156 0.43262263 0.63102366 0.18092498 0.44025772] [ 0.5247027 0.62176049 0.33801257 0.65020075 0.45231607] [ 0.33433469 0.49177553 0.50325433 0.73374769 0.52065915] [ 0.28863858 0.58502581 0.3936274 0.59582562 0.49195086] [ 0.76702162 0.4125505 0.50918084 0.36156762 0.41845981] [ 0.86311421 0.48359535 0.48159423 0.15191676 0.34571069] [ 0.42794648 0.54922679 0.40163563 0.58714435 0.61420821] [ 0.14305894 0.50474734 0.58934159 0.63425683 0.62436993] [ 0.63273401 0.46592421 0.63539986 0.59954763 0.36102242] [ 0.70590632 0.48019682 0.2773135 0.36565831 0.37241476] [ 0.25121388 0.55681196 0.59107841 0.80805872 0.44196752] [ 0.50247437 0.63483336 0.50140912 0.60885061 0.35350101] [ 0.34031391 0.63078401 0.3806744 0.60755122 0.534448 ] [ 0.66868024 0.3636155 0.50216227 0.37543755 0.4895027 ] [ 0.70006345 0.53257537 0.48356621 0.35697328 0.35786749] [ 0.2206657 0.57556661 0.46620574 0.82400882 0.39708293] [ 0.87626572 0.34438315 0.5348631 0.15371133 0.23213372] [ 0.27297856 0.53015688 0.42736634 0.72484111 0.52962991] [ 0.22471568 0.49607174 0.54506249 0.77337598 0.4168304 ] [ 0.4557773 0.50654847 0.51239833 0.6776884 0.57724368] [ 0.77525047 0.3488414 0.46894421 0.2221321 0.4529927 ] [ 0.183579 0.49173715 0.37523739 0.86776716 0.58853571] [ 0.6519167 0.46722014 0.41018432 0.37707929 0.49830658] [ 0.50270184 0.42558064 0.52464951 0.54686659 0.30918715] [ 0.72006547 0.42116074 0.46158626 0.41837963 0.44629725] [ 0.38577383 0.6427872 0.49099012 0.7588076 0.46208452] [ 0.6032625 0.42305859 0.60316951 0.30574051 0.48817939] [ 0.5063103 0.43370371 0.73270199 0.65977123 0.45516942] [ 0.77718296 0.45650693 0.5797589 0.35425666 0.34804466] [ 0.18607954 0.7350639 0.34601869 0.83847722 0.59741251] [ 0.41692041 0.59831513 0.47816451 0.71880216 0.39398615] [ 0.37446339 0.60117605 0.54026214 0.63960741 0.47233387] [ 0.45530607 0.41234553 0.59786009 0.49050677 0.57884613] [ 0.22653577 0.6754318 0.41909413 0.89189845 0.40766561] [ 0.69783766 0.39456951 0.56828792 0.47491298 0.36358825] [ 0.52989078 0.46514567 0.40714149 0.64220459 0.32645878] [ 0.56300555 0.48247533 0.56486909 0.70986591 0.42319292] [ 0.88341512 0.45343012 0.49999313 0.28410813 0.28483263] Progress: 28.3% ... Training loss: 0.599 ... Validation loss: 1.026[ 0.66188001 0.63357355 0.31003448 0.65380738 0.42626298] [ 0.57154215 0.55315099 0.58285087 0.53483928 0.41344745] [ 0.81413167 0.32048952 0.51548767 0.26564099 0.43980563] [ 0.31079184 0.49537003 0.43198101 0.85549298 0.41064331] [ 0.74051718 0.55626461 0.47946158 0.28853957 0.42794997] [ 0.51695906 0.55666118 0.27850878 0.53925137 0.38942883] [ 0.38931069 0.61230746 0.43214104 0.67163573 0.48542944] [ 0.13916855 0.62277063 0.3738244 0.89922514 0.5917679 ] [ 0.8716867 0.42809687 0.63063587 0.22160424 0.42905852] [ 0.46934465 0.39993908 0.54886832 0.76764691 0.4390028 ] [ 0.50048184 0.4503697 0.42604882 0.65975277 0.54523283] [ 0.80155739 0.54377464 0.52306568 0.46908049 0.4503577 ] [ 0.37121033 0.56853684 0.45860257 0.56416625 0.43579088] [ 0.3167284 0.71651575 0.33386019 0.79946109 0.39419125] [ 0.57316629 0.55336244 0.41230328 0.40449964 0.36728281] [ 0.54195225 0.45254028 0.46334106 0.71071359 0.41996904] [ 0.48935505 0.58699244 0.44180209 0.64451235 0.48856519] [ 0.3940555 0.55773908 0.37825989 0.62615624 0.44502748] [ 0.73213063 0.33375485 0.46254427 0.37123352 0.49465968] [ 0.81669593 0.36470789 0.55350553 0.41716149 0.41046672] [ 0.56216707 0.6159266 0.54576715 0.54163208 0.4021354 ] [ 0.51713498 0.5797247 0.48606036 0.3357246 0.41856858] [ 0.69218621 0.50202848 0.44638599 0.46284953 0.38200877] [ 0.6032493 0.5361766 0.34149654 0.50191474 0.41350515] [ 0.70765017 0.46863213 0.49380204 0.24116908 0.40518715] [ 0.71055584 0.38475848 0.49223801 0.30983298 0.35740183] [ 0.45967238 0.6401486 0.49753069 0.61336855 0.36146129] [ 0.84238882 0.43881247 0.58148994 0.20873206 0.46321475] [ 0.89396189 0.36814752 0.61234906 0.30756453 0.41959136] [ 0.72177294 0.69309413 0.50751581 0.61823154 0.38236481] [ 0.60730146 0.30925287 0.51373511 0.36365571 0.50690192] [ 0.12332646 0.55445683 0.35321263 0.84112073 0.47684298] [ 0.74992429 0.51059042 0.3985532 0.49173795 0.33528738] [ 0.65498148 0.40622709 0.54436512 0.57487349 0.32029586] [ 0.69098378 0.33412203 0.61004349 0.33206213 0.45262748] [ 0.33500757 0.64804115 0.50409267 0.67607294 0.53884544] [ 0.8630999 0.37999714 0.49126557 0.20240095 0.38888212] [ 0.65286358 0.45363663 0.38039252 0.46285897 0.54996611] [ 0.80165877 0.35917849 0.39211594 0.29435902 0.26631777] [ 0.58630628 0.50993652 0.40503408 0.44310997 0.34817557] [ 0.43305514 0.33728928 0.56314192 0.61449436 0.39610105] [ 0.26537632 0.57153188 0.60893956 0.80629303 0.51625752] [ 0.2582075 0.67586273 0.43334489 0.79785107 0.41824268] [ 0.47821302 0.50111927 0.55118712 0.73688113 0.36097771] [ 0.65458804 0.3650215 0.5229895 0.2992898 0.3910875 ] [ 0.32660757 0.63279241 0.38104545 0.58511623 0.5193881 ] [ 0.40728629 0.60149552 0.43310854 0.81847586 0.54803043] [ 0.52999871 0.47450463 0.52468371 0.41369611 0.606218 ] [ 0.23753833 0.61276296 0.50819876 0.85679977 0.46572145] [ 0.55169515 0.5876931 0.56028484 0.56027924 0.3841421 ] [ 0.46585171 0.32386641 0.45419448 0.70250024 0.39928273] [ 0.58823462 0.53662104 0.45244733 0.56111834 0.52554457] [ 0.33287036 0.52378168 0.43046265 0.72999686 0.55388159] [ 0.75920759 0.50064792 0.43179878 0.23578252 0.44098384] [ 0.28107617 0.53453479 0.60449519 0.66466405 0.54353566] [ 0.61305743 0.39727947 0.41365012 0.59331005 0.41174577] [ 0.74385141 0.54961906 0.55282931 0.47979345 0.35362725] [ 0.27413217 0.6521753 0.58102961 0.51846678 0.62290854] [ 0.59322245 0.4433382 0.52812617 0.66784871 0.3444689 ] [ 0.60080726 0.53012451 0.49093519 0.32618959 0.43579462] [ 0.63320286 0.5153968 0.61117996 0.57889204 0.42448004] [ 0.17063625 0.70817773 0.28363319 0.77645337 0.52633423] [ 0.21019212 0.59078017 0.3545883 0.75210928 0.45765123] [ 0.54598039 0.52855033 0.50936728 0.379947 0.49940674] [ 0.84284021 0.39780916 0.59027004 0.22726513 0.39117914] [ 0.36880668 0.50875036 0.47441162 0.85730409 0.48593751] [ 0.83787892 0.48942071 0.546245 0.29664697 0.34484494] [ 0.51818501 0.5212423 0.55158073 0.616755 0.5493576 ] [ 0.48329351 0.56305719 0.46070083 0.46685895 0.33979155] [ 0.27505573 0.42196852 0.58406155 0.7092817 0.54116375] [ 0.2267731 0.67538365 0.41911608 0.89180348 0.40765923] [ 0.77415166 0.38803157 0.51736338 0.24229256 0.45253649] [ 0.42126282 0.570934 0.53515752 0.65829955 0.4210759 ] [ 0.1078563 0.55879252 0.37740614 0.92694527 0.45331461] [ 0.63458622 0.3881761 0.64190605 0.36696576 0.54288952] [ 0.79708544 0.54608347 0.5626502 0.39573719 0.41938468] [ 0.23595511 0.56747342 0.54445606 0.74024536 0.54161489] [ 0.72752476 0.55577385 0.51380843 0.52460187 0.38844708] [ 0.63917786 0.53457765 0.47606399 0.4686535 0.41206057] [ 0.62630626 0.38154787 0.50457161 0.60166558 0.31567121] [ 0.75103417 0.51352972 0.48156511 0.40249332 0.37292951] [ 0.87533847 0.44892884 0.58364495 0.13327228 0.33003062] [ 0.4745715 0.51095709 0.42969655 0.57167248 0.33043642] [ 0.69038112 0.35658056 0.4976874 0.39006514 0.49404323] [ 0.84482091 0.44380078 0.57785704 0.32666455 0.40913623] [ 0.28778674 0.63438951 0.48859952 0.77674774 0.63915358] [ 0.21531695 0.49895697 0.58797164 0.71350144 0.45754912] [ 0.79484388 0.51763831 0.43263351 0.36401859 0.39466678] [ 0.41921569 0.61043075 0.47851546 0.55358639 0.34738232] [ 0.18143962 0.697635 0.30639449 0.87523328 0.5959965 ] [ 0.78851416 0.26578944 0.55910245 0.29736004 0.49842268] [ 0.53025609 0.3585162 0.63073007 0.44638148 0.44541514] [ 0.54523286 0.40528429 0.40664933 0.50169726 0.61482309] [ 0.14868919 0.64017178 0.38782139 0.86067179 0.54952043] [ 0.68023481 0.33594094 0.65843426 0.25295718 0.44525958] [ 0.31273717 0.73149981 0.39749313 0.73966896 0.53802647] [ 0.52551625 0.4866023 0.4055073 0.44638944 0.46570878] [ 0.55098129 0.53546788 0.44881793 0.60119479 0.34963417] [ 0.37466901 0.54500489 0.3882192 0.64745351 0.35317534] [ 0.81533611 0.52739778 0.42888499 0.2532364 0.38494953] [ 0.07933231 0.6222088 0.46136155 0.92247161 0.57465066] [ 0.73452226 0.48714084 0.50208894 0.26348393 0.37039387] [ 0.77652021 0.34448794 0.60388015 0.30696429 0.49645992] [ 0.26635422 0.61198669 0.40623491 0.74133396 0.40104068] [ 0.82925576 0.44379021 0.60026619 0.17985086 0.50330553] [ 0.41866765 0.60955318 0.50830741 0.48194492 0.53748808] [ 0.31971692 0.59018211 0.53455026 0.74236739 0.60253537] [ 0.40997049 0.49564564 0.51415815 0.49329923 0.29750991] [ 0.3590727 0.4174663 0.43354523 0.68358108 0.40129486] [ 0.86144918 0.47733496 0.49946284 0.31665791 0.31530957] [ 0.20753388 0.57220998 0.58954449 0.81002892 0.52815202] [ 0.65839283 0.44320413 0.57184701 0.39164816 0.45873433] [ 0.12207416 0.6708573 0.4640565 0.85131048 0.61978425] [ 0.59702092 0.63845552 0.508097 0.3898175 0.59954527] [ 0.27615083 0.5440036 0.40574841 0.62011273 0.57381228] [ 0.82115139 0.31405498 0.54575441 0.29627928 0.38646461] [ 0.56014887 0.3736338 0.46336956 0.46751916 0.65598598] [ 0.59327674 0.48664315 0.44407354 0.55300966 0.57878045] [ 0.48626039 0.49464965 0.62241726 0.37848998 0.39907685] [ 0.33364353 0.50547315 0.67196343 0.82376074 0.48717263] [ 0.63912945 0.39163996 0.36465143 0.34495085 0.41600849] [ 0.5512337 0.61847249 0.37399402 0.58829792 0.31807857] [ 0.72294731 0.35467908 0.52498973 0.37384062 0.47590588] [ 0.16448131 0.50016112 0.51053785 0.78774538 0.53380922] [ 0.58832778 0.50593949 0.52898977 0.44156094 0.344716 ] [ 0.51549816 0.44116088 0.62355127 0.64070067 0.41315977] [ 0.54197147 0.48216825 0.58898993 0.6218296 0.36872402] [ 0.46709206 0.44995494 0.44649448 0.41224928 0.42964342] Progress: 28.4% ... Training loss: 0.599 ... Validation loss: 1.028[ 0.76153052 0.51259452 0.60453161 0.22637439 0.48580084] [ 0.6147861 0.40006307 0.45175207 0.52371132 0.55604092] [ 0.71143203 0.42091937 0.49035012 0.41431404 0.33548761] [ 0.62225534 0.45532402 0.47288426 0.33908708 0.40406957] [ 0.38591891 0.46363039 0.5495022 0.61112178 0.41760069] [ 0.49440155 0.48975224 0.44389978 0.38525608 0.48684429] [ 0.63806225 0.44455377 0.50884919 0.57333782 0.45941982] [ 0.6879207 0.51688704 0.53160754 0.55548327 0.48898805] [ 0.7511423 0.33192203 0.50323647 0.45904069 0.36528654] [ 0.5277331 0.63688381 0.33514704 0.55765005 0.37957279] [ 0.56769374 0.42312181 0.53416133 0.55192579 0.39611571] [ 0.54790858 0.41193738 0.44602765 0.30305074 0.55008666] [ 0.73396861 0.511562 0.33064508 0.49322294 0.3127598 ] [ 0.272787 0.45738706 0.45307488 0.49132649 0.4670627 ] [ 0.8463482 0.29418408 0.39446774 0.29549983 0.33805433] [ 0.63576082 0.57690059 0.37465806 0.4811534 0.53592955] [ 0.68732186 0.34133465 0.47634868 0.20247517 0.50467498] [ 0.51622679 0.59338154 0.58104768 0.51885428 0.41329453] [ 0.7693065 0.46153323 0.43353197 0.43565256 0.4420446 ] [ 0.364243 0.47817615 0.51094023 0.55361088 0.43992644] [ 0.77921602 0.41300431 0.54597377 0.38871747 0.34743013] [ 0.74440694 0.45301528 0.43839827 0.28323049 0.38064133] [ 0.8576947 0.42306036 0.49288962 0.15219657 0.34371775] [ 0.41750936 0.50369879 0.44098116 0.56170066 0.41957878] [ 0.43534375 0.54702865 0.42221312 0.55622662 0.44006225] [ 0.16227731 0.62574628 0.42760757 0.6844975 0.55263769] [ 0.49255013 0.53391091 0.43273474 0.78826449 0.41499236] [ 0.76336636 0.5293268 0.60307125 0.37948606 0.43008856] [ 0.57104244 0.33217172 0.54333629 0.47780454 0.34247556] [ 0.09878008 0.60144486 0.4170255 0.81124197 0.4631774 ] [ 0.64681384 0.48275914 0.63160529 0.68258012 0.36046678] [ 0.61514456 0.40379974 0.50039964 0.50454386 0.47258758] [ 0.53988745 0.52422595 0.46514843 0.60122681 0.33221686] [ 0.88665543 0.39238732 0.4875235 0.23342671 0.37275034] [ 0.22493342 0.70894508 0.39115565 0.87136531 0.56301255] [ 0.41833127 0.50126937 0.59065442 0.68498313 0.49850015] [ 0.19037727 0.43449531 0.4542267 0.87784774 0.66720464] [ 0.43215304 0.50016736 0.53214071 0.7892839 0.42828196] [ 0.44401736 0.51765983 0.48831334 0.79545256 0.48404113] [ 0.40961766 0.51569045 0.45826764 0.72349916 0.49066539] [ 0.24754431 0.49709928 0.52817555 0.86557184 0.54535949] [ 0.70322978 0.3679974 0.51297665 0.25909129 0.27443049] [ 0.41343043 0.58083152 0.57669911 0.53716749 0.45679668] [ 0.41662285 0.41208918 0.47221656 0.51797357 0.45572763] [ 0.57724538 0.43420121 0.37257529 0.40092892 0.33096905] [ 0.65744645 0.35526911 0.48892171 0.46151279 0.43166306] [ 0.68991347 0.52776179 0.53127675 0.51506156 0.39806848] [ 0.41155598 0.42105482 0.47083413 0.47785009 0.55973378] [ 0.39832186 0.4930499 0.52063848 0.70867525 0.45658565] [ 0.20396809 0.61322218 0.30555197 0.73901726 0.52319638] [ 0.70630732 0.40223056 0.60280829 0.25092817 0.49376681] [ 0.57110338 0.58239964 0.47194899 0.47542493 0.36425874] [ 0.8006976 0.42730951 0.59193497 0.28202411 0.45597899] [ 0.18594596 0.5488506 0.37062141 0.86844868 0.42723422] [ 0.45924778 0.53779023 0.453598 0.4624828 0.51845831] [ 0.54802398 0.44770486 0.53819206 0.43929517 0.58873145] [ 0.2686691 0.53154538 0.58423954 0.76783297 0.54738339] [ 0.80723968 0.43541844 0.57332244 0.24829343 0.43876123] [ 0.50781564 0.42211944 0.3869612 0.64448721 0.34026044] [ 0.11245912 0.6199689 0.36531248 0.89929 0.5803898 ] [ 0.77627646 0.36797561 0.62694055 0.20473642 0.43798567] [ 0.1953876 0.59197932 0.40292153 0.74819146 0.49578745] [ 0.72554153 0.46454776 0.51467125 0.41612624 0.43761727] [ 0.61709086 0.48721845 0.49239195 0.32389423 0.4828023 ] [ 0.30485338 0.49078581 0.40747344 0.75100331 0.45555221] [ 0.28879342 0.54255842 0.54187948 0.48956911 0.75815377] [ 0.23399481 0.61020925 0.40541931 0.83933289 0.60524559] [ 0.75123717 0.46543223 0.50386565 0.27881975 0.41242305] [ 0.73263545 0.45571206 0.53036094 0.20330698 0.47746815] [ 0.74140099 0.51885919 0.58817462 0.47505695 0.35227044] [ 0.55048324 0.64936435 0.48337129 0.74030584 0.44565291] [ 0.46367662 0.65880799 0.35137524 0.77998729 0.44766323] [ 0.55677229 0.52889657 0.44835661 0.65629458 0.26986771] [ 0.48057673 0.5575545 0.56786791 0.78761633 0.40505134] [ 0.70321322 0.41797513 0.65660553 0.23975499 0.52376512] [ 0.70831034 0.36711727 0.60783905 0.34109213 0.4573085 ] [ 0.86832171 0.39329291 0.41688686 0.32880005 0.29524841] [ 0.8489039 0.39466762 0.55776397 0.26992025 0.34908643] [ 0.20180203 0.76868969 0.30592043 0.85403192 0.50945982] [ 0.80953002 0.33150979 0.59899493 0.23841398 0.44976875] [ 0.84698625 0.50456946 0.51381749 0.31748847 0.35451833] [ 0.50546369 0.48586954 0.56217536 0.73449195 0.42923998] [ 0.71165608 0.32045244 0.39643416 0.412305 0.3657583 ] [ 0.46918449 0.59005711 0.41285596 0.63219817 0.37332777] [ 0.34556163 0.58158594 0.5392666 0.76845244 0.51880396] [ 0.32497361 0.47187827 0.46786963 0.7346796 0.42076099] [ 0.26856365 0.3986735 0.48217104 0.66008146 0.58942037] [ 0.42064812 0.4151369 0.47796161 0.6061194 0.38766389] [ 0.3893343 0.61242156 0.43209067 0.67156202 0.48547938] [ 0.77813152 0.29358499 0.67968303 0.24217023 0.39900312] [ 0.6034803 0.42166553 0.46660788 0.51765161 0.39354798] [ 0.67276201 0.52771045 0.42884237 0.55777927 0.34177711] [ 0.78019462 0.37366412 0.45511467 0.26896547 0.3814644 ] [ 0.346779 0.39153762 0.5272045 0.7764536 0.53445934] [ 0.61956699 0.52234725 0.51812858 0.39404405 0.50024356] [ 0.07615138 0.62979971 0.38901365 0.93153109 0.60716091] [ 0.73659206 0.37877624 0.47763084 0.19774775 0.28566766] [ 0.60715795 0.32261705 0.67708642 0.49021952 0.41929254] [ 0.39339681 0.63643667 0.48142982 0.6328391 0.40365831] [ 0.83761108 0.35634977 0.44326319 0.31498894 0.40910099] [ 0.49485428 0.44826445 0.40940706 0.73238406 0.34807191] [ 0.13907782 0.60187837 0.42328753 0.84831148 0.55953073] [ 0.46571202 0.61609777 0.53640192 0.66572598 0.46427551] [ 0.78145424 0.45311164 0.5039116 0.17525059 0.39981146] [ 0.65519129 0.53473498 0.50831027 0.5124149 0.49986116] [ 0.845517 0.3953353 0.57120469 0.32636937 0.39119555] [ 0.11211658 0.55091941 0.5453545 0.86800658 0.65756278] [ 0.79084628 0.43175565 0.50356899 0.33528527 0.45880148] [ 0.84854649 0.32990811 0.63129546 0.17274666 0.42356019] [ 0.41533208 0.38343941 0.56857919 0.64028721 0.36103229] [ 0.29241719 0.57064879 0.53000347 0.763783 0.42730684] [ 0.45510924 0.35615033 0.5575982 0.65077105 0.55108158] [ 0.34327629 0.66012726 0.4772289 0.80080112 0.57345134] [ 0.09947101 0.53242014 0.57910347 0.92402524 0.6965853 ] [ 0.35668075 0.59118067 0.32524381 0.52905039 0.42739535] [ 0.62465646 0.42156799 0.50390056 0.47229088 0.45309351] [ 0.75933049 0.3549352 0.59908024 0.28334257 0.36277207] [ 0.51393181 0.34775105 0.44424821 0.71940126 0.36754737] [ 0.70439138 0.52577706 0.38223328 0.36541886 0.32487638] [ 0.17260791 0.66812565 0.45405957 0.80238712 0.64799834] [ 0.40214451 0.62765607 0.57046005 0.70110781 0.5281402 ] [ 0.63644853 0.43373742 0.58914926 0.34366752 0.48680514] [ 0.28660081 0.40350536 0.37808382 0.86068235 0.42238442] [ 0.43980912 0.56647753 0.43066362 0.60239655 0.45199338] [ 0.59807601 0.38770362 0.64329476 0.71925846 0.38798404] [ 0.11058612 0.66252663 0.35451151 0.82096064 0.56281778] [ 0.58652094 0.57508434 0.31516932 0.57082526 0.42982132] [ 0.21036176 0.59715575 0.45224845 0.74691111 0.45201231] Progress: 28.4% ... Training loss: 0.599 ... Validation loss: 1.028[ 0.68251139 0.43701461 0.38912481 0.34550502 0.34954217] [ 0.217844 0.44932053 0.39811679 0.50599347 0.72715665] [ 0.79312745 0.38931358 0.45057445 0.13985621 0.38052201] [ 0.43801831 0.42436327 0.60629113 0.64468731 0.59902953] [ 0.43138983 0.4626126 0.51698494 0.76572118 0.51135038] [ 0.35564304 0.47611747 0.59118083 0.55549941 0.67186265] [ 0.2072566 0.48621765 0.46385827 0.82080536 0.45838198] [ 0.14996955 0.68730452 0.33535267 0.8699145 0.60646443] [ 0.38819456 0.59699597 0.59649906 0.63017059 0.55064844] [ 0.36983445 0.39662961 0.56654173 0.51653173 0.58331654] [ 0.41186218 0.48369018 0.36513604 0.48681183 0.36335323] [ 0.75286422 0.32611103 0.42934052 0.34583965 0.40205059] [ 0.63402891 0.50498728 0.47172117 0.34076828 0.40835174] [ 0.60855109 0.57953398 0.46950165 0.36703141 0.552514 ] [ 0.54283069 0.58159493 0.38596807 0.54645342 0.42044588] [ 0.5723388 0.49252002 0.56042806 0.66777186 0.43614342] [ 0.66725834 0.40313349 0.58403628 0.42414901 0.45729045] [ 0.15133797 0.51318049 0.44218473 0.9026515 0.65961741] [ 0.63553966 0.49361038 0.47258947 0.50471146 0.45544246] [ 0.14291668 0.62331023 0.41226284 0.80342492 0.5214308 ] [ 0.64842808 0.45219268 0.59933878 0.55016311 0.45165401] [ 0.38532755 0.48243393 0.51645899 0.54341811 0.5165638 ] [ 0.57933051 0.51805521 0.36742658 0.53977463 0.39206396] [ 0.42943415 0.57337349 0.42676612 0.75958543 0.43564018] [ 0.76310496 0.43182623 0.43542316 0.27197384 0.34516234] [ 0.23288279 0.46423489 0.56585822 0.71544907 0.42998293] [ 0.7780214 0.41863641 0.72253529 0.18190626 0.45680247] [ 0.87717901 0.38755471 0.49420467 0.16908108 0.35516119] [ 0.18996 0.56388385 0.55780344 0.83533507 0.51959947] [ 0.3569789 0.52979841 0.38018248 0.62259697 0.42998458] [ 0.50313352 0.44280105 0.28395509 0.50757311 0.45122286] [ 0.21135587 0.58469849 0.5003058 0.84747036 0.54857477] [ 0.31494498 0.53868675 0.50598123 0.64678371 0.6226791 ] [ 0.75712048 0.51791992 0.55109622 0.53086172 0.34071043] [ 0.59913535 0.58157593 0.42941949 0.32497667 0.41448077] [ 0.31774307 0.6993649 0.46281584 0.82401914 0.60370257] [ 0.66971225 0.50812005 0.47272239 0.40152031 0.39246194] [ 0.48894951 0.45522386 0.52150179 0.58702389 0.40030897] [ 0.69043687 0.44852675 0.52516328 0.44643753 0.41264609] [ 0.83142667 0.40863316 0.52352697 0.43514939 0.41073122] [ 0.6335509 0.46764025 0.53686386 0.29143782 0.54297388] [ 0.46169742 0.54513576 0.58037344 0.75363187 0.40938814] [ 0.43057296 0.54619132 0.38015345 0.68075796 0.39359563] [ 0.41652986 0.51506674 0.59664721 0.64457804 0.60817064] [ 0.64125601 0.33397254 0.59428548 0.46739155 0.40101927] [ 0.80559646 0.408397 0.58664244 0.11494241 0.45658169] [ 0.26584615 0.70372492 0.32110458 0.80827539 0.44811383] [ 0.16363085 0.56202303 0.46449059 0.78068807 0.54436648] [ 0.68859879 0.57977496 0.36459062 0.75625464 0.46254889] [ 0.34711069 0.58672308 0.41772024 0.79584849 0.32665415] [ 0.52859457 0.59252044 0.52915188 0.57819695 0.43453505] [ 0.45256165 0.39290372 0.57057415 0.48758724 0.447945 ] [ 0.69520759 0.48262982 0.52558486 0.40802849 0.29041153] [ 0.81211909 0.43601796 0.47571281 0.41693125 0.43906619] [ 0.13466391 0.62293843 0.5294217 0.77961938 0.52552877] [ 0.51824239 0.55923659 0.5854738 0.48266129 0.52200343] [ 0.7926456 0.44688639 0.58266515 0.38691613 0.34145714] [ 0.35513227 0.53176272 0.49107692 0.77714845 0.49195532] [ 0.76870266 0.39917799 0.61298076 0.22465115 0.36530329] [ 0.45350871 0.39448602 0.52106804 0.52762225 0.32059259] [ 0.56926605 0.48904243 0.50172365 0.52221626 0.42422916] [ 0.28942967 0.67040836 0.47169034 0.80616678 0.56049033] [ 0.87825568 0.33540122 0.51025284 0.21745698 0.34199728] [ 0.51842425 0.49130608 0.50394913 0.66330374 0.38856764] [ 0.80433803 0.55845269 0.36535745 0.39844246 0.42660925] [ 0.36939117 0.61211292 0.29782443 0.72625967 0.38510819] [ 0.252372 0.60394888 0.48152958 0.67757417 0.40215093] [ 0.2891699 0.59010037 0.39019281 0.782765 0.57149709] [ 0.44102441 0.57180606 0.5479157 0.49578995 0.51597183] [ 0.42631321 0.40197766 0.39738775 0.64563399 0.54792139] [ 0.11736849 0.62013061 0.52689508 0.87957931 0.47394356] [ 0.40807166 0.51578855 0.46816196 0.61619677 0.45785872] [ 0.2712364 0.77780717 0.39707253 0.72820891 0.5181114 ] [ 0.65123082 0.52753675 0.57429626 0.60726224 0.42050805] [ 0.30957821 0.4848276 0.31516001 0.74376886 0.40460036] [ 0.66767187 0.50105088 0.64693337 0.48103357 0.37625879] [ 0.69830076 0.50615275 0.33331679 0.50536185 0.37768146] [ 0.28843545 0.53811124 0.504925 0.53457408 0.52253697] [ 0.80606772 0.42187414 0.36606939 0.2041923 0.31870904] [ 0.84834529 0.52915114 0.59662104 0.343092 0.34876129] [ 0.42865621 0.50603047 0.53550981 0.69160137 0.60375384] [ 0.72553583 0.5122487 0.59335789 0.52667494 0.37207256] [ 0.30299161 0.51076282 0.45089668 0.82699616 0.38237842] [ 0.18446454 0.58275481 0.43764866 0.84902192 0.51410913] [ 0.34489114 0.55271761 0.46520033 0.88916436 0.4199868 ] [ 0.90950316 0.2634703 0.58659237 0.10083632 0.28221362] [ 0.60190943 0.66158609 0.43644864 0.5956024 0.42921359] [ 0.72036174 0.58456098 0.58577978 0.23177787 0.51730004] [ 0.41017554 0.60331267 0.35117245 0.68881534 0.36475749] [ 0.10539684 0.57820763 0.37040549 0.92620568 0.55587642] [ 0.80475458 0.37799252 0.58465582 0.14304598 0.46061144] [ 0.19427725 0.49753292 0.33359528 0.80483028 0.50362623] [ 0.7545239 0.48728429 0.56461239 0.44019451 0.32617165] [ 0.22572133 0.47044487 0.48948617 0.87400307 0.49752538] [ 0.41933832 0.663569 0.44174818 0.78652581 0.51051575] [ 0.81701043 0.51235609 0.3213759 0.37420707 0.23171531] [ 0.20341208 0.56770387 0.4567459 0.8875271 0.65913361] [ 0.74158663 0.37617829 0.5449161 0.26588144 0.49399992] [ 0.71810585 0.52573526 0.44077182 0.38936269 0.34264036] [ 0.40594551 0.413837 0.45750817 0.73741893 0.3671537 ] [ 0.87707757 0.42450096 0.5800354 0.15752081 0.43238844] [ 0.27670285 0.65246285 0.48397461 0.83438242 0.3754061 ] [ 0.85785023 0.41494429 0.57262311 0.17103628 0.37950575] [ 0.34436885 0.65973996 0.47740062 0.80044752 0.57330329] [ 0.67670033 0.50143639 0.45007443 0.71191516 0.42209841] [ 0.59301138 0.48882468 0.61108541 0.65713747 0.34856289] [ 0.24539899 0.54603808 0.49512359 0.87342801 0.58520974] [ 0.5264905 0.41022207 0.55828182 0.64938062 0.4581364 ] [ 0.58388731 0.6769872 0.35644745 0.70572776 0.35915357] [ 0.6097814 0.48501104 0.38147967 0.43315077 0.48103029] [ 0.58566753 0.35081252 0.6815514 0.40798323 0.42498717] [ 0.73354908 0.51804913 0.3247811 0.26408421 0.30790149] [ 0.62431668 0.52104724 0.43916835 0.49339719 0.3436559 ] [ 0.48988773 0.43012733 0.37328608 0.54408452 0.32983133] [ 0.76660406 0.42351888 0.53037904 0.22293341 0.3771435 ] [ 0.53065062 0.5127059 0.41165548 0.62418912 0.5385891 ] [ 0.3100523 0.58886077 0.5036873 0.64761692 0.62885668] [ 0.29384497 0.52847219 0.40201311 0.75890258 0.44567411] [ 0.76660406 0.42351888 0.53037904 0.22293341 0.3771435 ] [ 0.40287091 0.61114431 0.57886999 0.69160023 0.59343114] [ 0.21760557 0.66746124 0.40030503 0.61930195 0.5914969 ] [ 0.83722741 0.37768991 0.56607679 0.26086842 0.39847423] [ 0.38420732 0.468509 0.38602617 0.547481 0.39177318] [ 0.46644797 0.62660545 0.43124948 0.64119215 0.33098485] [ 0.16510299 0.63286499 0.35056274 0.72421107 0.56322816] [ 0.34414936 0.40371266 0.54193688 0.74442514 0.43835149] [ 0.77123334 0.46872885 0.54467086 0.2304224 0.36323083] [ 0.52016327 0.42842673 0.61292143 0.79709131 0.4039396 ] Progress: 28.4% ... Training loss: 0.598 ... Validation loss: 1.029[ 0.67388671 0.52008577 0.52381268 0.47695326 0.37181337] [ 0.16973944 0.52171709 0.55657036 0.8499375 0.66975662] [ 0.33572439 0.57096734 0.50097325 0.72670523 0.38443413] [ 0.2702161 0.67469626 0.45426822 0.68145455 0.53396826] [ 0.11724031 0.50947778 0.46712389 0.87031145 0.46852049] [ 0.39122564 0.47699802 0.49920155 0.62208547 0.43418301] [ 0.44378377 0.5516024 0.57828766 0.58853394 0.54955043] [ 0.3886373 0.59629665 0.44485391 0.60909709 0.43909056] [ 0.50149858 0.55762503 0.42299831 0.45107836 0.39945882] [ 0.32202109 0.54404385 0.57158149 0.77644598 0.51561304] [ 0.42566422 0.55175842 0.44507363 0.68728766 0.57574245] [ 0.82762079 0.37895514 0.58861907 0.24364126 0.34224639] [ 0.44443808 0.40475213 0.50398063 0.75022005 0.47528804] [ 0.61988679 0.4759077 0.61523203 0.64744483 0.4612224 ] [ 0.6851377 0.37426673 0.52084116 0.58733612 0.3746612 ] [ 0.50068147 0.5065469 0.50806819 0.58126307 0.40477316] [ 0.86040841 0.36419527 0.56942115 0.1832775 0.40607237] [ 0.19148658 0.42777099 0.4410309 0.82882305 0.63310927] [ 0.55727289 0.4780293 0.3988572 0.50785423 0.45240831] [ 0.69438323 0.54474098 0.50435238 0.51377608 0.43045337] [ 0.26838172 0.53281717 0.36129323 0.80336325 0.37912681] [ 0.43858011 0.5679939 0.4310838 0.45233681 0.41253357] [ 0.22371986 0.55187646 0.43508837 0.75272587 0.4064991 ] [ 0.58652522 0.48417279 0.48069715 0.33564403 0.42145436] [ 0.19453605 0.56734552 0.44700353 0.67120322 0.47286241] [ 0.72310083 0.34407896 0.70134493 0.32010185 0.45038822] [ 0.85935848 0.32752545 0.60448953 0.23627902 0.37918266] [ 0.2356195 0.6859032 0.48010842 0.73538866 0.56495278] [ 0.33436004 0.57498838 0.46937235 0.7125922 0.59752768] [ 0.25187477 0.58268445 0.46274844 0.85204293 0.45982524] [ 0.42196053 0.51709715 0.42321001 0.57918545 0.42297945] [ 0.35954611 0.49414868 0.54291374 0.52372229 0.3829418 ] [ 0.27632764 0.5990814 0.47297262 0.61774793 0.35559509] [ 0.61741528 0.6283876 0.42462432 0.62600977 0.55917133] [ 0.55893112 0.41585859 0.52754038 0.40052421 0.44141557] [ 0.60679722 0.44820089 0.47399429 0.27308723 0.39517549] [ 0.66343865 0.57484861 0.46569799 0.63015625 0.34554863] [ 0.33008172 0.53760993 0.466086 0.85903528 0.34420208] [ 0.90140406 0.38996834 0.56329392 0.20105347 0.3791622 ] [ 0.42199687 0.48948281 0.49656363 0.50027344 0.48156644] [ 0.65210555 0.37561201 0.55799127 0.33662339 0.44486166] [ 0.3265132 0.55382713 0.41993085 0.69024584 0.36443297] [ 0.60655748 0.54349143 0.53112717 0.35379628 0.31594532] [ 0.57102896 0.56068823 0.41922939 0.6106356 0.33093886] [ 0.29840212 0.61447072 0.32777414 0.82922537 0.39985088] [ 0.70318723 0.54300995 0.37157473 0.46863191 0.50866349] [ 0.57010459 0.55790897 0.37019213 0.73183431 0.41214276] [ 0.566651 0.39728867 0.5300009 0.54300182 0.38999766] [ 0.55694468 0.47307388 0.47170357 0.68371385 0.30887322] [ 0.91575124 0.29614432 0.57552622 0.15504641 0.31848668] [ 0.55700595 0.55025413 0.52099085 0.45467933 0.60462933] [ 0.35891016 0.60113428 0.46697085 0.63401765 0.470122 ] [ 0.31209901 0.62125345 0.51718334 0.85749602 0.47608607] [ 0.34169549 0.59437785 0.50251723 0.70788688 0.43986066] [ 0.238923 0.74814293 0.27745792 0.82676718 0.56193909] [ 0.79664057 0.44292303 0.47758964 0.17941525 0.27207928] [ 0.66662185 0.40900565 0.65116968 0.68326216 0.29562366] [ 0.33370166 0.60561099 0.50217994 0.83297945 0.58162561] [ 0.82563594 0.35272959 0.57332277 0.26578576 0.47358878] [ 0.62956227 0.36259035 0.51128687 0.25788506 0.45350867] [ 0.68284116 0.50489695 0.5450257 0.35851037 0.37566695] [ 0.52885325 0.53885939 0.53609425 0.38676463 0.48230977] [ 0.48320477 0.42394417 0.53261083 0.4190927 0.58587767] [ 0.42535036 0.58740267 0.39051569 0.69044984 0.37772718] [ 0.35139408 0.55068522 0.41443037 0.77244579 0.56915891] [ 0.6590469 0.45964604 0.48014473 0.47102324 0.51926772] [ 0.17260365 0.63281115 0.53107627 0.9224601 0.50744759] [ 0.53093511 0.56568521 0.39105385 0.72524511 0.52555659] [ 0.42601189 0.56771409 0.63790545 0.74225971 0.58438499] [ 0.20833397 0.64841283 0.49780979 0.65567748 0.49290568] [ 0.88160443 0.41541841 0.59005369 0.15514137 0.42242845] [ 0.41432459 0.45772038 0.46575854 0.79293967 0.44283091] [ 0.54390458 0.52461777 0.57191254 0.52339953 0.449345 ] [ 0.73989757 0.37975323 0.60735686 0.10376238 0.50349722] [ 0.79312764 0.41728054 0.46240793 0.3637461 0.42003631] [ 0.69047616 0.44993458 0.55450881 0.51787993 0.39455714] [ 0.62837851 0.41431819 0.5858469 0.38999699 0.48399772] [ 0.87580135 0.42297982 0.57431424 0.12894909 0.42284448] [ 0.69376146 0.31145131 0.42858802 0.25885931 0.40062867] [ 0.65357062 0.50324925 0.53691457 0.36082988 0.34766947] [ 0.54592605 0.56619715 0.39166206 0.56518325 0.42892357] [ 0.78851064 0.36939241 0.44024608 0.32143987 0.37542813] [ 0.37181053 0.56162897 0.36260639 0.81776338 0.33868518] [ 0.38470726 0.65751441 0.35608843 0.79068287 0.62184271] [ 0.0957523 0.66241835 0.43888399 0.93590116 0.70416804] [ 0.6689084 0.56707515 0.45312819 0.52049869 0.41445918] [ 0.515916 0.46104281 0.54788591 0.73083771 0.47856994] [ 0.8661085 0.53956233 0.3800309 0.46305888 0.3653165 ] [ 0.34540963 0.58795001 0.56732684 0.6726914 0.54270561] [ 0.51816922 0.43025375 0.64492046 0.62990425 0.50204557] [ 0.33191718 0.5630275 0.49282775 0.82200175 0.45554929] [ 0.41159503 0.52448988 0.437271 0.7786954 0.54392122] [ 0.52295109 0.47173973 0.59118865 0.52020398 0.39188239] [ 0.30611266 0.58271174 0.35054866 0.53277256 0.45642737] [ 0.21177983 0.47411905 0.43862848 0.88458977 0.59414216] [ 0.27906344 0.57205817 0.50934269 0.66741368 0.41697 ] [ 0.34498156 0.34517666 0.45384948 0.68966648 0.43384629] [ 0.51658721 0.60187962 0.31447441 0.65752319 0.48459419] [ 0.83297641 0.49206069 0.63641552 0.31000198 0.37414516] [ 0.19511394 0.58405838 0.49711396 0.86112976 0.50374506] [ 0.77026088 0.53560022 0.5760049 0.3841327 0.41208468] [ 0.44482614 0.594813 0.44300128 0.70918047 0.56763997] [ 0.42552155 0.59329769 0.55094059 0.70110899 0.44446924] [ 0.70535806 0.4043203 0.54431273 0.33648758 0.28620661] [ 0.83496731 0.35838782 0.69111735 0.21409532 0.42821546] [ 0.19580683 0.66500575 0.48330193 0.812938 0.66515509] [ 0.61460804 0.33583016 0.57643019 0.33894635 0.34276374] [ 0.68981759 0.33274092 0.65101763 0.27448202 0.46415995] [ 0.25298744 0.5190964 0.57604768 0.84242967 0.49286875] [ 0.45225194 0.48870327 0.44215591 0.78130213 0.37229993] [ 0.53969296 0.52435496 0.46510644 0.60134897 0.33225048] [ 0.29158503 0.5301675 0.36824778 0.86790661 0.52346253] [ 0.61235516 0.39337929 0.65981433 0.46347056 0.3846694 ] [ 0.81762271 0.39183027 0.54755091 0.21450761 0.29496827] [ 0.45717821 0.57333402 0.59849712 0.63183797 0.43195885] [ 0.15217461 0.43586554 0.50639687 0.82713872 0.62117236] [ 0.82308765 0.41038768 0.57935961 0.26907688 0.45280561] [ 0.87674961 0.34188959 0.58154219 0.22021952 0.34596681] [ 0.40216655 0.46968035 0.57556458 0.53105275 0.5621564 ] [ 0.15541469 0.60603095 0.37599122 0.86629782 0.44678402] [ 0.55239048 0.49074605 0.5335459 0.37176401 0.4284039 ] [ 0.61438386 0.38522375 0.57274168 0.69693463 0.42779211] [ 0.30408592 0.56266084 0.34690339 0.74279167 0.465125 ] [ 0.70335407 0.57865937 0.39447333 0.44677931 0.35988975] [ 0.57107128 0.52876332 0.47760082 0.43180497 0.46571053] [ 0.65537941 0.55411026 0.59817701 0.52036996 0.42626872] [ 0.42415409 0.45043426 0.43459039 0.66252816 0.35681203] [ 0.48031868 0.51974446 0.37208037 0.48928813 0.48863437] Progress: 28.5% ... Training loss: 0.598 ... Validation loss: 1.028[ 0.38504252 0.61644305 0.3249127 0.63797662 0.46449169] [ 0.58138466 0.47364331 0.40754787 0.36419646 0.48692687] [ 0.2853566 0.5376693 0.35870247 0.93092712 0.41771712] [ 0.51789207 0.48233307 0.5122353 0.34101746 0.46600202] [ 0.3276463 0.47500203 0.504971 0.53807494 0.52585866] [ 0.35866882 0.40331037 0.53042899 0.80801759 0.4892621 ] [ 0.5370923 0.38686779 0.48036945 0.3847292 0.4283593 ] [ 0.50212276 0.49496961 0.43588537 0.54758295 0.58018617] [ 0.26969392 0.65663162 0.35954498 0.74224959 0.5409985 ] [ 0.67941257 0.41502984 0.61308171 0.30052155 0.34353329] [ 0.14133762 0.71589027 0.33913163 0.92074538 0.53990588] [ 0.20891748 0.64787406 0.35000871 0.80114863 0.50892499] [ 0.60071207 0.58676686 0.49131738 0.57258284 0.54550176] [ 0.40863999 0.47698429 0.56717403 0.71675035 0.45951591] [ 0.61438988 0.40657769 0.67990243 0.32094089 0.43853895] [ 0.46920216 0.47013016 0.54499547 0.63604577 0.43327735] [ 0.4527613 0.62609386 0.31677404 0.64343308 0.34355951] [ 0.33696858 0.5295754 0.36331128 0.45959415 0.51631419] [ 0.64579751 0.35477186 0.50998777 0.25962485 0.46493721] [ 0.72360181 0.37629648 0.43447864 0.50784842 0.37844928] [ 0.39542938 0.49075094 0.44480062 0.56094306 0.49623818] [ 0.89011316 0.39416068 0.56591273 0.26834237 0.33188448] [ 0.62143697 0.55221783 0.29875926 0.49478603 0.35719933] [ 0.53539917 0.55469729 0.44407422 0.41680162 0.39139567] [ 0.89694731 0.28668104 0.61662872 0.1064776 0.32818923] [ 0.04583036 0.63890466 0.41094444 0.95664001 0.66206812] [ 0.79665587 0.53440604 0.31069668 0.48949691 0.3377927 ] [ 0.51037032 0.57759618 0.34057975 0.56254848 0.34890862] [ 0.6939042 0.29325672 0.52383172 0.32323987 0.44230125] [ 0.83480668 0.3568402 0.46212728 0.20595653 0.41772421] [ 0.71974384 0.42561438 0.36232043 0.34393093 0.36281148] [ 0.33339392 0.58767982 0.46529397 0.62078678 0.56044979] [ 0.73462012 0.41232405 0.32860713 0.42808639 0.38958111] [ 0.75262719 0.24982257 0.38926521 0.20178926 0.38918252] [ 0.45323652 0.47895612 0.63383854 0.68924143 0.39418183] [ 0.76610632 0.42488439 0.50441803 0.3067494 0.46157587] [ 0.76044386 0.21139322 0.47027117 0.2666127 0.36499842] [ 0.28843245 0.56947532 0.4702729 0.76409191 0.53688905] [ 0.68595335 0.51419007 0.43407847 0.24314034 0.35754909] [ 0.25504244 0.70877067 0.29609952 0.75526718 0.43712275] [ 0.35856678 0.39764922 0.4811122 0.8009394 0.48090967] [ 0.22311329 0.66171286 0.417789 0.75054886 0.45689568] [ 0.26963681 0.63681394 0.54449956 0.61462168 0.51067339] [ 0.57755385 0.44486051 0.49709364 0.63416593 0.53419403] [ 0.344944 0.51399177 0.44455117 0.50755403 0.51540556] [ 0.5844711 0.45280835 0.36204506 0.65890061 0.47543694] [ 0.33260326 0.46155838 0.5324984 0.51549864 0.46210693] [ 0.82855003 0.50305114 0.50968659 0.36381949 0.45717136] [ 0.37892625 0.4969164 0.52437032 0.63793549 0.51894428] [ 0.49893313 0.63410143 0.457983 0.7629892 0.50462315] [ 0.23222138 0.48307858 0.40855944 0.86440323 0.43091025] [ 0.74191619 0.49080979 0.46100589 0.45777718 0.44925735] [ 0.37838108 0.44750179 0.44345437 0.81084585 0.50467182] [ 0.60614001 0.43166768 0.58115124 0.29253707 0.4612325 ] [ 0.84260386 0.34396889 0.64732475 0.16453308 0.42892053] [ 0.32162154 0.51123408 0.47258586 0.75668052 0.58578718] [ 0.38493469 0.6399699 0.30781019 0.59042753 0.36256271] [ 0.37607333 0.52826143 0.45402414 0.59379638 0.41143254] [ 0.43731859 0.62119007 0.42102513 0.67534429 0.36415599] [ 0.12992136 0.63044469 0.51953721 0.83678103 0.6505352 ] [ 0.72254751 0.31995157 0.56791112 0.32781462 0.5081491 ] [ 0.87786401 0.31954381 0.54271161 0.17808278 0.41543247] [ 0.47993708 0.52306048 0.47268451 0.615078 0.38861609] [ 0.50340706 0.42028834 0.48747161 0.32432909 0.52028095] [ 0.72145731 0.44306736 0.49530483 0.45860188 0.42275143] [ 0.51667068 0.42932318 0.6646648 0.56886586 0.44560289] [ 0.6416356 0.48937199 0.67137827 0.38043007 0.4985927 ] [ 0.88477741 0.40295664 0.50011984 0.16939285 0.25910655] [ 0.53505122 0.46795672 0.43914832 0.55933832 0.43122217] [ 0.83610229 0.42878737 0.54258926 0.18146477 0.31075242] [ 0.21506911 0.54327981 0.46739217 0.86857469 0.47380602] [ 0.73234389 0.45907051 0.47547703 0.30868181 0.3059977 ] [ 0.69229071 0.47667579 0.48098318 0.43283168 0.45381704] [ 0.15855176 0.59987585 0.4915824 0.8519402 0.48649218] [ 0.14068685 0.62471586 0.44979194 0.90092802 0.46768938] [ 0.71324902 0.57984724 0.52150954 0.50592093 0.44223114] [ 0.34850356 0.46878356 0.45762149 0.54335925 0.48493143] [ 0.58214837 0.51023316 0.53611752 0.53050352 0.44180088] [ 0.57812713 0.30133804 0.55662728 0.72797611 0.42205437] [ 0.75005601 0.50822786 0.51972382 0.42781701 0.45281874] [ 0.4139949 0.42274923 0.67301046 0.64459524 0.48953497] [ 0.66012866 0.49745476 0.44765108 0.34614601 0.41629483] [ 0.41156469 0.43891484 0.59364227 0.68684226 0.38017603] [ 0.47745551 0.42460217 0.42171778 0.56989321 0.46970835] [ 0.17131052 0.5628524 0.40421354 0.87777218 0.55005001] [ 0.49937447 0.51187056 0.64234863 0.54926094 0.48277066] [ 0.66857811 0.40605777 0.60654767 0.62427551 0.39107837] [ 0.34099535 0.54644434 0.41533331 0.76259054 0.36284832] [ 0.60394832 0.6232969 0.36593077 0.45964276 0.42456484] [ 0.30898211 0.54032884 0.55481243 0.80142652 0.46523127] [ 0.53448147 0.44567278 0.61991473 0.52436922 0.56378129] [ 0.67407634 0.5200902 0.52380871 0.47689185 0.37181297] [ 0.23914505 0.61235166 0.50837696 0.85639218 0.46560011] [ 0.64079988 0.43157299 0.47731493 0.79031043 0.41757629] [ 0.45284338 0.64052377 0.36062058 0.77058166 0.37410203] [ 0.13727016 0.5275414 0.44610086 0.90231324 0.7214865 ] [ 0.61110368 0.4358579 0.49401686 0.43182148 0.38886214] [ 0.78547301 0.35473965 0.6030473 0.20958512 0.3282818 ] [ 0.58704985 0.41422727 0.54171373 0.69247877 0.46574897] [ 0.77654684 0.41464296 0.48017857 0.32325578 0.36294741] [ 0.29540657 0.56601373 0.49962593 0.77805914 0.40434879] [ 0.53924505 0.50530494 0.51645405 0.61553433 0.41305401] [ 0.43833887 0.43344484 0.43177837 0.62414649 0.56754062] [ 0.5594565 0.61858282 0.31939419 0.56811809 0.3815135 ] [ 0.44848354 0.598979 0.35123116 0.56509442 0.43618413] [ 0.75971305 0.54799973 0.54157516 0.53026895 0.37537554] [ 0.49555401 0.50323063 0.45129285 0.66159725 0.56379215] [ 0.45787756 0.72911924 0.33910409 0.73005399 0.48773519] [ 0.42338826 0.64626668 0.26674463 0.78380507 0.3760596 ] [ 0.84126702 0.34910244 0.55518388 0.12671201 0.4237779 ] [ 0.58275141 0.49716437 0.61762083 0.48363391 0.46904188] [ 0.81063123 0.31862454 0.58940459 0.2411 0.31001617] [ 0.50487113 0.33697004 0.38881414 0.63716479 0.35501611] [ 0.43228387 0.49408189 0.51025258 0.65635043 0.37643752] [ 0.17578049 0.56017836 0.48002638 0.78353799 0.42034422] [ 0.89382526 0.31916201 0.57018238 0.28619287 0.40612803] [ 0.83033433 0.47478222 0.60610259 0.18871634 0.44639121] [ 0.48626417 0.58548673 0.46298888 0.58807769 0.35189213] [ 0.51815533 0.49046403 0.53894438 0.41339385 0.42786009] [ 0.74736824 0.4277411 0.62803674 0.2589015 0.46279078] [ 0.73263266 0.56053336 0.63011162 0.43522484 0.42858909] [ 0.65309865 0.3094064 0.39222323 0.4072883 0.43281487] [ 0.29341232 0.67345235 0.44112725 0.90233144 0.43652336] [ 0.07711981 0.62662861 0.48823113 0.93550119 0.64266901] [ 0.82367689 0.4291862 0.42430967 0.27403639 0.30717402] [ 0.69280672 0.41074922 0.46807388 0.35792364 0.37435798] [ 0.63371045 0.51517629 0.50309879 0.41315903 0.41787046] [ 0.64157609 0.36683161 0.6483938 0.58569892 0.36194316] Progress: 28.6% ... Training loss: 0.598 ... Validation loss: 1.023[ 0.30405935 0.48561174 0.53334978 0.75315056 0.44235684] [ 0.60819203 0.45648011 0.38904699 0.60198112 0.33472432] [ 0.12781455 0.69047424 0.43355896 0.92639209 0.4739106 ] [ 0.68234401 0.29868329 0.49365915 0.29660616 0.4384432 ] [ 0.54298258 0.50213769 0.64396006 0.70804284 0.44273269] [ 0.56391152 0.67442378 0.46454498 0.56777009 0.3761643 ] [ 0.70958972 0.34983174 0.53948779 0.43674971 0.50672131] [ 0.25026405 0.46741505 0.60416746 0.81678437 0.57357593] [ 0.52507385 0.60663142 0.4886794 0.47439408 0.41300722] [ 0.73636487 0.55687063 0.60196968 0.31303136 0.48237388] [ 0.75941719 0.6232447 0.44041511 0.47735562 0.46057066] [ 0.23993152 0.60590745 0.33283983 0.85061344 0.34262676] [ 0.48796251 0.36767399 0.4666539 0.44982161 0.43869606] [ 0.87598481 0.30981465 0.57801455 0.13895404 0.40097463] [ 0.58079803 0.43196213 0.49079465 0.50160663 0.48636509] [ 0.63481736 0.53027955 0.50355497 0.34837312 0.37146558] [ 0.3361241 0.38290576 0.50292472 0.72389603 0.64801881] [ 0.68113347 0.44283536 0.50186605 0.58038111 0.36494866] [ 0.5837095 0.55389067 0.48765765 0.67216448 0.51863567] [ 0.60652993 0.51087291 0.53473803 0.39882662 0.46761438] [ 0.68792812 0.54278393 0.41639797 0.41462071 0.36301078] [ 0.53709265 0.68044085 0.38781416 0.58689212 0.37194809] [ 0.70026304 0.53406863 0.42762803 0.3943452 0.35186627] [ 0.62368418 0.55412528 0.4378351 0.51488549 0.45906943] [ 0.45970348 0.40763035 0.49808059 0.56018038 0.41136532] [ 0.78508573 0.46811856 0.60353642 0.37379997 0.40026334] [ 0.62823554 0.3839643 0.51646893 0.30077891 0.39131437] [ 0.28245919 0.51073978 0.4727864 0.79568928 0.5783628 ] [ 0.2949487 0.61884098 0.45688194 0.74194089 0.51985911] [ 0.84824472 0.40039758 0.60111769 0.19264261 0.32144149] [ 0.35401172 0.50188068 0.69631753 0.73027423 0.54366447] [ 0.11411855 0.64743839 0.39260076 0.92922563 0.55152092] [ 0.73629337 0.39381093 0.44619382 0.27252408 0.39790083] [ 0.40463732 0.46108434 0.40394895 0.47823458 0.45195457] [ 0.59086612 0.46611691 0.59938907 0.53143554 0.51579454] [ 0.7617593 0.57276295 0.30533281 0.62326607 0.35946307] [ 0.6472365 0.48495201 0.44599053 0.43512387 0.39688103] [ 0.49825903 0.37980645 0.51468386 0.51457218 0.61427851] [ 0.74662265 0.428648 0.40192902 0.2889045 0.41163629] [ 0.30312056 0.49760259 0.46994866 0.85676343 0.6001426 ] [ 0.87231583 0.42744368 0.63087373 0.2208159 0.42878749] [ 0.44415228 0.55782889 0.53743207 0.69843449 0.49656581] [ 0.38600865 0.54228836 0.45309247 0.65774796 0.5294375 ] [ 0.41895781 0.57708827 0.43916085 0.70335543 0.55181207] [ 0.73721954 0.50493827 0.44430641 0.40488982 0.40784611] [ 0.28716976 0.57374385 0.45392935 0.6365582 0.42628581] [ 0.5562968 0.43819753 0.4725155 0.71143453 0.40493885] [ 0.51844958 0.43025688 0.64492052 0.62985464 0.50205363] [ 0.70006336 0.36360884 0.52294509 0.31045157 0.35880635] [ 0.69835136 0.56849743 0.3704838 0.58124935 0.37541722] [ 0.59723603 0.59406988 0.48769259 0.5311796 0.43232549] [ 0.06147312 0.55531108 0.5011761 0.91965683 0.64545882] [ 0.72028421 0.51674085 0.58076493 0.54971548 0.41065091] [ 0.54801187 0.41665786 0.64306642 0.5703099 0.51121422] [ 0.55666293 0.46034232 0.48083388 0.6629815 0.25789151] [ 0.34756429 0.6076255 0.49938012 0.54277226 0.5709276 ] [ 0.82725969 0.49581258 0.59175568 0.34378346 0.37727136] [ 0.17189419 0.76024883 0.35378385 0.81737987 0.5589244 ] [ 0.80726524 0.33941171 0.58002803 0.23135929 0.35665287] [ 0.18257239 0.66013344 0.43555979 0.8493003 0.58985775] [ 0.56448027 0.49081167 0.42180609 0.42523674 0.46641985] [ 0.45467754 0.54081562 0.47461917 0.55283183 0.37245649] [ 0.10586619 0.61270349 0.47430932 0.93150788 0.6878921 ] [ 0.57184833 0.49883237 0.55690224 0.41922194 0.40441095] [ 0.88711435 0.43834933 0.54219655 0.27388282 0.32477641] [ 0.14226539 0.65894525 0.44673255 0.68578362 0.50863364] [ 0.3538388 0.51670315 0.57778105 0.39898618 0.6985651 ] [ 0.70706156 0.65057231 0.50542616 0.48509394 0.41950229] [ 0.78740104 0.5166951 0.50904318 0.32900154 0.31980775] [ 0.82546873 0.44899485 0.49578789 0.28548031 0.28007393] [ 0.58500066 0.47006695 0.40584279 0.37446909 0.38767513] [ 0.12901258 0.67984028 0.33684004 0.83959246 0.47839984] [ 0.16504858 0.50024845 0.51051484 0.78758465 0.53390709] [ 0.47697888 0.44845781 0.58482672 0.60670667 0.339951 ] [ 0.24724275 0.63774336 0.35206671 0.68218246 0.45735537] [ 0.32969951 0.66271265 0.38343485 0.69493246 0.40773839] [ 0.68926601 0.44569406 0.39262742 0.35939622 0.38822015] [ 0.64366329 0.53973617 0.36634002 0.51756359 0.30082388] [ 0.84559188 0.42131612 0.53951813 0.27079057 0.41597779] [ 0.59655759 0.51340564 0.36590525 0.35936193 0.41390794] [ 0.89662254 0.26613825 0.44810146 0.18217342 0.39027383] [ 0.46146411 0.50556155 0.52943727 0.545353 0.46806322] [ 0.26192305 0.49454102 0.41424968 0.87390232 0.56970834] [ 0.45378489 0.61284914 0.40916967 0.58359355 0.41325895] [ 0.59332374 0.56611004 0.56646069 0.58583901 0.48998329] [ 0.24103263 0.67784542 0.42052201 0.75746264 0.44207315] [ 0.62004721 0.53462623 0.39121298 0.37438275 0.34173949] [ 0.07669322 0.62734916 0.48792088 0.93565172 0.64296907] [ 0.37469703 0.50527157 0.6648194 0.77460158 0.49044458] [ 0.43587616 0.62187126 0.42073508 0.67600344 0.36442364] [ 0.89271723 0.33632855 0.5714159 0.20274724 0.40942472] [ 0.77644296 0.50756304 0.57004517 0.32700638 0.37978432] [ 0.89162313 0.27494879 0.67740395 0.18044563 0.38324637] [ 0.5493333 0.50938975 0.45005495 0.70495716 0.47457104] [ 0.5099855 0.44983015 0.45943809 0.47331362 0.47776549] [ 0.80628343 0.31652105 0.59836195 0.22241835 0.36987988] [ 0.60627061 0.46393052 0.53619296 0.3352222 0.55638346] [ 0.53167948 0.42732234 0.53965634 0.2576218 0.57432778] [ 0.55520556 0.41327668 0.60501943 0.62953699 0.48782673] [ 0.23416144 0.58520516 0.53878371 0.90118613 0.61252034] [ 0.09953023 0.5014486 0.40321361 0.89274076 0.61742053] [ 0.39694002 0.53645754 0.55103554 0.68361244 0.61609051] [ 0.17755303 0.64793306 0.29851295 0.72372602 0.50565852] [ 0.51968422 0.47921007 0.63195123 0.75362819 0.37827139] [ 0.21606353 0.63496746 0.38276211 0.58757248 0.67353764] [ 0.72523135 0.61784405 0.50180776 0.53031766 0.40780917] [ 0.62176169 0.45082014 0.60617913 0.68678221 0.44090503] [ 0.71151848 0.49745675 0.36322682 0.49094249 0.30614898] [ 0.72867985 0.53460984 0.25761136 0.50702208 0.37158918] [ 0.12133479 0.54329666 0.57134705 0.67503413 0.54879093] [ 0.83160215 0.40856047 0.52354396 0.43488242 0.41070757] [ 0.68791431 0.40568057 0.38245449 0.35757184 0.44988406] [ 0.72730905 0.23581735 0.50672783 0.25642363 0.45142385] [ 0.16648238 0.68017672 0.3779228 0.80164129 0.55755778] [ 0.26103949 0.47432806 0.54556751 0.63885757 0.65267855] [ 0.72377191 0.37254916 0.66762784 0.34776734 0.44621411] [ 0.55264468 0.61827111 0.37405336 0.5871214 0.31805841] [ 0.22125223 0.65669283 0.26480698 0.80626067 0.48928715] [ 0.88404676 0.27502519 0.54819458 0.15150561 0.37200154] [ 0.38579463 0.56687118 0.43554038 0.49245444 0.46914187] [ 0.54619694 0.46742495 0.44216035 0.26834032 0.4747429 ] [ 0.51333416 0.49182047 0.44230197 0.64290339 0.5180034 ] [ 0.61387651 0.45653477 0.5527432 0.46742767 0.47617111] [ 0.61863563 0.34584114 0.52226358 0.33958961 0.44462228] [ 0.82304685 0.41051177 0.57929691 0.26908494 0.45285006] [ 0.41718836 0.55480444 0.23657466 0.70066516 0.44581558] [ 0.68091255 0.48245105 0.35267141 0.49722281 0.3921069 ] [ 0.26504212 0.57677936 0.35846845 0.75358614 0.51240243] Progress: 28.6% ... Training loss: 0.598 ... Validation loss: 1.020[ 0.14826189 0.58961245 0.34467096 0.87441382 0.44878256] [ 0.75720703 0.66037737 0.53212518 0.46872927 0.3605981 ] [ 0.56075665 0.4647814 0.61432922 0.36339053 0.40252338] [ 0.40858514 0.64498291 0.42786722 0.60874753 0.31116737] [ 0.75631376 0.2840454 0.60524105 0.42644545 0.40597675] [ 0.48393705 0.44819783 0.42239521 0.40257004 0.4667487 ] [ 0.70261293 0.49709041 0.65584985 0.44844898 0.423016 ] [ 0.81934648 0.41565139 0.43864094 0.35588318 0.26261597] [ 0.43195702 0.47004444 0.48434786 0.43885122 0.68269688] [ 0.56805631 0.49524303 0.42874978 0.47615993 0.58597772] [ 0.52573127 0.44671888 0.51695597 0.64421589 0.37060389] [ 0.39476041 0.49968121 0.5409011 0.76572551 0.47227932] [ 0.88452503 0.36799674 0.49760182 0.28873027 0.36149167] [ 0.19420896 0.61407352 0.43297 0.83398771 0.58619462] [ 0.7917698 0.40487532 0.46321705 0.31423536 0.35190165] [ 0.47421804 0.58274568 0.39087721 0.51054116 0.49500893] [ 0.54486342 0.59013048 0.33328833 0.50247925 0.48784771] [ 0.8969458 0.30739539 0.58204075 0.15584733 0.41862115] [ 0.12149224 0.72510604 0.44587363 0.87667232 0.59302639] [ 0.63338477 0.377519 0.62644823 0.50146809 0.48731958] [ 0.73935257 0.43753411 0.49184102 0.22165877 0.37675006] [ 0.43920904 0.67108177 0.56970433 0.60243004 0.49224051] [ 0.48152434 0.44319374 0.5263652 0.63363517 0.35644846] [ 0.61800532 0.42122717 0.39563848 0.37679664 0.32376858] [ 0.25900908 0.62725458 0.45076673 0.86932743 0.55518019] [ 0.68259358 0.41676291 0.64346484 0.28930572 0.52246933] [ 0.5345453 0.53619987 0.35286191 0.46820914 0.44183275] [ 0.4821884 0.56389585 0.46035719 0.467644 0.3400746 ] [ 0.84497327 0.46508856 0.47183595 0.3443469 0.41265948] [ 0.58799081 0.43067546 0.38168042 0.3293314 0.42697739] [ 0.77886926 0.43581868 0.54239754 0.40714709 0.43552818] [ 0.6430246 0.52071717 0.53729473 0.46395653 0.48854259] [ 0.09565795 0.59245168 0.36969927 0.91991295 0.49750837] [ 0.38686957 0.41439638 0.58536604 0.45282732 0.57511004] [ 0.61343621 0.45682749 0.55262041 0.46782175 0.47628571] [ 0.87703019 0.28504305 0.45916106 0.15947422 0.30777168] [ 0.63298093 0.59931364 0.4679486 0.55800865 0.36661999] [ 0.32722178 0.6479243 0.3641823 0.65385282 0.58326118] [ 0.5043644 0.36706714 0.57826606 0.40873246 0.55051598] [ 0.27270955 0.51127379 0.51217728 0.61764971 0.60013286] [ 0.28909384 0.62482267 0.43253396 0.73655555 0.43005685] [ 0.39785433 0.48937003 0.58749889 0.65171296 0.54610118] [ 0.58689159 0.46848282 0.50188623 0.72529728 0.41705005] [ 0.54737767 0.42924393 0.50637309 0.54328033 0.46744951] [ 0.3709831 0.70509933 0.41551726 0.65828033 0.47784417] [ 0.47171751 0.60434315 0.52615399 0.76325766 0.43353811] [ 0.74532664 0.52172723 0.35657442 0.66142608 0.40395999] [ 0.24232107 0.63129252 0.52383479 0.72235705 0.63540927] [ 0.32407889 0.62554097 0.36421657 0.76429495 0.4582355 ] [ 0.77766533 0.39303679 0.5218902 0.30204878 0.39735127] [ 0.19978387 0.65205681 0.46409245 0.9171334 0.56926235] [ 0.77777984 0.4977303 0.56634275 0.34220801 0.47933241] [ 0.79581849 0.41549074 0.52566667 0.24137627 0.26887135] [ 0.54480381 0.35605004 0.51148439 0.59761261 0.4031489 ] [ 0.22266739 0.63434065 0.4229131 0.89846366 0.4805865 ] [ 0.81443421 0.34810917 0.60793055 0.20554982 0.39932149] [ 0.86689244 0.41585057 0.51703624 0.20349584 0.23638064] [ 0.6841612 0.33586191 0.59101322 0.2309774 0.36359126] [ 0.45372513 0.54480184 0.35137547 0.59304141 0.49105272] [ 0.30991263 0.449539 0.51833105 0.47669614 0.52025045] [ 0.5928458 0.40194349 0.45367168 0.42932107 0.35478118] [ 0.78547007 0.37266297 0.59907505 0.15104925 0.47016772] [ 0.51762904 0.28319055 0.4442947 0.50414199 0.41976965] [ 0.55101796 0.5357452 0.44870474 0.6011854 0.34974354] [ 0.42259822 0.42014126 0.51057854 0.78703808 0.46737164] [ 0.60320615 0.40311033 0.58766359 0.38318319 0.36813027] [ 0.37804311 0.56930444 0.39943978 0.55066278 0.43916729] [ 0.19423902 0.58938329 0.52791414 0.90527054 0.64188065] [ 0.68257741 0.51646192 0.50267173 0.28270833 0.35673553] [ 0.46235673 0.37009003 0.47617848 0.71115384 0.39501711] [ 0.58635744 0.54208745 0.61621778 0.43298928 0.46954052] [ 0.89186267 0.31779423 0.47904443 0.24817826 0.41002879] [ 0.6023439 0.44735411 0.55038054 0.45512339 0.36577475] [ 0.59232219 0.4815312 0.49503237 0.29785244 0.29276843] [ 0.82754557 0.32021273 0.63415581 0.21514976 0.42053117] [ 0.61860307 0.63647285 0.36801064 0.4883111 0.28479334] [ 0.84286788 0.35948825 0.60649275 0.13566009 0.34346039] [ 0.25815315 0.58569309 0.40804381 0.85807363 0.53654098] [ 0.07787838 0.62157893 0.43297356 0.88241477 0.56872633] [ 0.19827599 0.68788591 0.50084965 0.7171562 0.53900578] [ 0.59186119 0.51720222 0.49957815 0.4969248 0.4781485 ] [ 0.64345039 0.54675686 0.44084745 0.54245578 0.35907476] [ 0.78543183 0.38070729 0.54491473 0.37321701 0.42169251] [ 0.53514353 0.5093994 0.44467112 0.41816224 0.42950827] [ 0.13536211 0.62322496 0.36317087 0.91148047 0.65478163] [ 0.74278063 0.43365673 0.61510536 0.28643221 0.47215318] [ 0.3771653 0.58523462 0.50852562 0.74690297 0.54732112] [ 0.68052405 0.60919691 0.44868082 0.38701285 0.42471271] [ 0.41379348 0.59694417 0.39536922 0.74109743 0.50193683] [ 0.58871441 0.51331305 0.50912283 0.44032018 0.30942315] [ 0.78571816 0.407562 0.49795171 0.31777487 0.3221335 ] [ 0.80475681 0.41851543 0.59200471 0.15426012 0.39501482] [ 0.77807409 0.38152063 0.55364866 0.35704803 0.47728628] [ 0.6588978 0.49972909 0.58257815 0.37638414 0.42005286] [ 0.76507398 0.41964044 0.52522279 0.28682451 0.32424097] [ 0.87572302 0.40230602 0.57447778 0.42150391 0.37169547] [ 0.55944996 0.60177116 0.40190998 0.40202928 0.43981847] [ 0.56397834 0.40850383 0.60322787 0.46496061 0.47249621] [ 0.61985416 0.53023717 0.53482605 0.45813229 0.46336649] [ 0.37655811 0.47241535 0.68015901 0.73810902 0.40327627] [ 0.14262354 0.65915039 0.44663188 0.68570366 0.50873588] [ 0.63658998 0.57656243 0.3747612 0.48010164 0.53588841] [ 0.37118881 0.46010102 0.6251015 0.66299324 0.51596774] [ 0.84799885 0.3564881 0.59094224 0.13270116 0.25602063] [ 0.48927391 0.4446422 0.57856042 0.5844421 0.5050146 ] [ 0.69726912 0.40607559 0.5199868 0.36437624 0.40031659] [ 0.56032028 0.44403289 0.51420558 0.69481493 0.33760169] [ 0.30322961 0.537142 0.45089197 0.72841491 0.42928289] [ 0.53264728 0.49557052 0.49104734 0.70305667 0.36668833] [ 0.30580901 0.53480945 0.48532587 0.82896595 0.43025921] [ 0.7598482 0.46213304 0.62232003 0.2623784 0.43639243] [ 0.81273208 0.31138255 0.67671113 0.15514337 0.42160307] [ 0.1673231 0.50717046 0.33616533 0.91296013 0.45495288] [ 0.62234351 0.48480273 0.45544831 0.32727878 0.33050195] [ 0.61511591 0.38504529 0.57280675 0.6966226 0.42772344] [ 0.79481659 0.48986513 0.50597938 0.19002407 0.36825618] [ 0.65996479 0.40694589 0.4092373 0.27076598 0.34787355] [ 0.79562556 0.30832937 0.47454434 0.30202011 0.46554758] [ 0.8897548 0.39429941 0.56584801 0.26872681 0.33191015] [ 0.24872266 0.50809744 0.40645616 0.82769326 0.4321308 ] [ 0.65139489 0.40093946 0.70187081 0.49207586 0.47421338] [ 0.56510627 0.4593821 0.55276465 0.57469394 0.32993453] [ 0.82420647 0.3003647 0.5890423 0.24222455 0.35835921] [ 0.4850559 0.45339619 0.51519926 0.56984843 0.39912414] [ 0.68470116 0.51481118 0.43382455 0.24375845 0.35776431] [ 0.59714995 0.58739618 0.47932688 0.51697367 0.35928675] [ 0.4001955 0.45419429 0.49127472 0.50927053 0.53711071] [ 0.52526019 0.66097649 0.57723965 0.60052571 0.50400593] Progress: 28.6% ... Training loss: 0.597 ... Validation loss: 1.019[ 0.16243954 0.66916811 0.30999279 0.7800235 0.51909165] [ 0.45838364 0.57316349 0.59854653 0.63144352 0.4319056 ] [ 0.34872627 0.59345278 0.51381534 0.6271646 0.4780985 ] [ 0.75805463 0.37339882 0.51575009 0.19876047 0.42953917] [ 0.5813342 0.38324407 0.57072645 0.68953586 0.4274834 ] [ 0.83292552 0.38739894 0.5001116 0.35283217 0.42149028] [ 0.37748174 0.56947937 0.39936347 0.55103193 0.43923089] [ 0.69512955 0.63025147 0.39947695 0.35224735 0.37093041] [ 0.64729918 0.37428025 0.59546015 0.3563586 0.51497897] [ 0.37747146 0.50601721 0.45180198 0.75825416 0.55029005] [ 0.75762787 0.43572981 0.41485377 0.25073007 0.33774106] [ 0.5561957 0.45623232 0.62568949 0.70124576 0.4622193 ] [ 0.13743274 0.60352406 0.46455338 0.8666739 0.41909142] [ 0.51998478 0.47737942 0.4497417 0.43650157 0.42494041] [ 0.75241691 0.37736741 0.44485817 0.31337279 0.52045427] [ 0.53619234 0.5277236 0.57282609 0.57446483 0.40151932] [ 0.28961979 0.49737797 0.5244023 0.71754753 0.41603924] [ 0.74499163 0.5367814 0.60108091 0.48089057 0.35179548] [ 0.7352208 0.36155766 0.68223334 0.34260284 0.46704344] [ 0.45448212 0.63173088 0.38472422 0.66224497 0.38020858] [ 0.79591095 0.47676132 0.56023182 0.33831102 0.4275992 ] [ 0.52207739 0.48630504 0.44053733 0.36739717 0.41965299] [ 0.81612387 0.52219214 0.44757294 0.22305733 0.32416346] [ 0.86296821 0.33600285 0.42476658 0.14697138 0.30229975] [ 0.63054489 0.58765382 0.45831468 0.5760122 0.49853434] [ 0.34258456 0.50931014 0.49869521 0.51610957 0.50522684] [ 0.33381318 0.56420725 0.50286015 0.6147113 0.48389446] [ 0.45946918 0.53678802 0.45624625 0.68640043 0.44680715] [ 0.2761031 0.42007354 0.51259317 0.78146554 0.7068734 ] [ 0.79532223 0.45270196 0.51945767 0.3176239 0.32740184] [ 0.56770343 0.47573721 0.47647537 0.37367999 0.55344291] [ 0.40841029 0.45325941 0.53276573 0.47002039 0.54039888] [ 0.40083221 0.46431054 0.53132973 0.75482045 0.46449382] [ 0.48027874 0.38981693 0.60719364 0.73898479 0.47829325] [ 0.74128812 0.42754438 0.44147282 0.22223859 0.38887274] [ 0.50840196 0.41515625 0.56291103 0.61357969 0.4859479 ] [ 0.22029158 0.52538907 0.53910778 0.75239482 0.49307847] [ 0.5332481 0.37367132 0.61529242 0.5086518 0.39090719] [ 0.75388739 0.60736417 0.39546845 0.50884909 0.34913828] [ 0.10646548 0.65787752 0.51945149 0.89945845 0.55742024] [ 0.13740638 0.54144338 0.51871206 0.84153887 0.64062363] [ 0.43717103 0.46183097 0.4636371 0.7266291 0.42631457] [ 0.92461327 0.24841753 0.57962233 0.07726194 0.38291356] [ 0.28523772 0.52418823 0.43108575 0.79478495 0.40824495] [ 0.65990874 0.47223904 0.50511944 0.33673716 0.29472742] [ 0.64142206 0.42321925 0.51445676 0.40204415 0.3821607 ] [ 0.75520319 0.4166548 0.55931512 0.29174007 0.34474825] [ 0.29647454 0.51051125 0.46229943 0.48814605 0.65766284] [ 0.56126654 0.47581825 0.48669878 0.68130786 0.37374539] [ 0.29486978 0.64996067 0.28228816 0.93817077 0.37576855] [ 0.71755431 0.42610066 0.59174079 0.42849169 0.37611633] [ 0.48964624 0.48550341 0.48784834 0.66736684 0.47155961] [ 0.84023926 0.42409945 0.42843194 0.30150218 0.45362946] [ 0.65981698 0.57784405 0.4996835 0.53044484 0.33656553] [ 0.21213892 0.5393974 0.56244523 0.81296298 0.57086884] [ 0.67068265 0.35546481 0.52492583 0.29588396 0.33228643] [ 0.73943584 0.39263049 0.53181201 0.33312154 0.34828305] [ 0.30766341 0.45784792 0.54959931 0.58678474 0.49392785] [ 0.44965455 0.69351964 0.48790501 0.61869598 0.55428982] [ 0.21229859 0.51181463 0.47925482 0.77779588 0.53115898] [ 0.56290662 0.46406458 0.56626248 0.58085765 0.49673867] [ 0.3034666 0.61501947 0.34250934 0.77040621 0.3528889 ] [ 0.43014351 0.57381311 0.34552504 0.58922981 0.52938387] [ 0.49112829 0.37513905 0.54466883 0.69824376 0.35864738] [ 0.22157856 0.46635423 0.62218146 0.76211346 0.43905085] [ 0.4051654 0.6952755 0.43252187 0.75633166 0.61424789] [ 0.44908791 0.568903 0.58198135 0.69932633 0.46717128] [ 0.87357539 0.43814949 0.53404076 0.22969638 0.36936598] [ 0.21651001 0.63287284 0.31536277 0.81650242 0.46316321] [ 0.73235935 0.40742011 0.51261582 0.29455666 0.55444554] [ 0.57552039 0.56372547 0.47885701 0.5995273 0.35025029] [ 0.29154738 0.70721616 0.26262905 0.82442008 0.49265879] [ 0.23886251 0.64673174 0.35277042 0.77208623 0.45786836] [ 0.43238437 0.64927719 0.42302998 0.74712562 0.44351509] [ 0.52222159 0.51009231 0.57444794 0.40312679 0.43453634] [ 0.32160951 0.45799169 0.52379281 0.85669014 0.58860046] [ 0.80138917 0.42713384 0.60491611 0.14726298 0.51765312] [ 0.26316501 0.41274121 0.51153544 0.72587879 0.5935222 ] [ 0.77277491 0.46439695 0.67237127 0.24619599 0.43729773] [ 0.72191466 0.5327937 0.32509324 0.49554265 0.35335938] [ 0.67581329 0.48603513 0.41608099 0.48902022 0.31470097] [ 0.60894168 0.51030537 0.429598 0.51220357 0.32725529] [ 0.49860521 0.60711382 0.48549764 0.65640288 0.52806061] [ 0.21392616 0.55105939 0.41316255 0.86271287 0.48182369] [ 0.5324215 0.60931124 0.5224849 0.41259551 0.55850191] [ 0.71738823 0.48289476 0.52259278 0.26664006 0.40964063] [ 0.25278033 0.58262185 0.46275972 0.85187875 0.45986433] [ 0.799172 0.43878606 0.47735069 0.32164686 0.44214135] [ 0.1806188 0.57621317 0.50316487 0.75440196 0.61392102] [ 0.53107547 0.36237776 0.56722709 0.30971098 0.60817179] [ 0.6310984 0.43526723 0.61123842 0.40357797 0.45180562] [ 0.63042823 0.3810079 0.45822491 0.37343365 0.36978524] [ 0.47340572 0.43096982 0.53850132 0.64460609 0.36286766] [ 0.52190795 0.5018799 0.36134943 0.57210171 0.4624047 ] [ 0.8108911 0.30783161 0.51557433 0.34298605 0.44378306] [ 0.63458412 0.46250252 0.49898346 0.50657037 0.42441641] [ 0.1825345 0.62019678 0.40098244 0.83139173 0.43259252] [ 0.40034417 0.56491909 0.46511973 0.75656352 0.5295523 ] [ 0.16849573 0.58327441 0.45323122 0.8521042 0.47642937] [ 0.43777919 0.7375045 0.3644447 0.62952558 0.4773493 ] [ 0.8185344 0.31388188 0.57873371 0.12178662 0.34922778] [ 0.53678996 0.45287959 0.57069209 0.61613252 0.59219737] [ 0.50074908 0.49938032 0.56532022 0.77247804 0.44242343] [ 0.24427714 0.55137038 0.5654253 0.79831186 0.48636616] [ 0.5732986 0.59842506 0.35405521 0.47190732 0.40542103] [ 0.4880205 0.54854752 0.40982469 0.36690848 0.39231472] [ 0.53534167 0.63810122 0.38216434 0.60123869 0.44981629] [ 0.46008983 0.61801714 0.56187141 0.56321985 0.53635742] [ 0.5140585 0.43155242 0.48445035 0.78200116 0.45989148] [ 0.79046274 0.543677 0.43402328 0.39157026 0.34072938] [ 0.81824135 0.37397575 0.51155874 0.21959455 0.40265401] [ 0.67806884 0.37191329 0.64964959 0.54853552 0.31685489] [ 0.83876166 0.465427 0.49593622 0.25956002 0.4171609 ] [ 0.41310267 0.48721588 0.57325967 0.73055408 0.52286174] [ 0.504283 0.63977731 0.44930846 0.60249059 0.46338157] [ 0.78923803 0.40142933 0.55041567 0.32384732 0.40198694] [ 0.20584747 0.71993664 0.429947 0.83212758 0.40453958] [ 0.44184207 0.64668194 0.4274512 0.54686709 0.55830285] [ 0.2796041 0.54608185 0.54472464 0.81065939 0.52605316] [ 0.26453048 0.48786896 0.59136802 0.69013069 0.64444129] [ 0.29196765 0.53604961 0.48088101 0.75341416 0.49561209] [ 0.44781409 0.46488478 0.48107832 0.53138656 0.44130386] [ 0.5763855 0.58937097 0.43727891 0.47062141 0.32108793] [ 0.41374722 0.51831256 0.37808286 0.6605071 0.34006811] [ 0.6359769 0.4839202 0.5916466 0.2657694 0.54480765] [ 0.73234976 0.2624551 0.58681865 0.22921812 0.36172275] [ 0.21628894 0.64390899 0.42833153 0.80872576 0.47274424] [ 0.63294177 0.49058108 0.54761058 0.53181779 0.44832729] Progress: 28.7% ... Training loss: 0.597 ... Validation loss: 1.022[ 0.39086697 0.47223026 0.58732977 0.80640034 0.56540769] [ 0.88264472 0.41647371 0.65092915 0.12679673 0.42745152] [ 0.67734419 0.47861173 0.47699381 0.41441906 0.34991657] [ 0.74386554 0.44212766 0.39088521 0.3873491 0.33601495] [ 0.71009096 0.51116584 0.59742141 0.22534719 0.43256808] [ 0.12243549 0.68335348 0.36056586 0.85043091 0.65043259] [ 0.76048258 0.46643231 0.52873867 0.30713526 0.41487894] [ 0.52320705 0.63425197 0.31254595 0.71034873 0.39998261] [ 0.62105415 0.42856837 0.50728814 0.44922853 0.49710514] [ 0.83195852 0.30968981 0.51625372 0.23485486 0.42020233] [ 0.69699174 0.34282385 0.50940486 0.34694652 0.54763221] [ 0.50668427 0.54642269 0.51518355 0.54978991 0.44769226] [ 0.77289387 0.32811703 0.47786902 0.20337162 0.36728557] [ 0.79187555 0.26722708 0.53161073 0.32575671 0.33737917] [ 0.53950803 0.56903648 0.31278491 0.47630936 0.31175476] [ 0.37413022 0.52196494 0.44550053 0.63179361 0.65702056] [ 0.49885171 0.48228992 0.4814616 0.58025224 0.41042287] [ 0.34461116 0.46135955 0.46773822 0.69043968 0.64174386] [ 0.50086507 0.38205789 0.55330298 0.73493209 0.45304291] [ 0.87127228 0.43703383 0.47887175 0.23883931 0.3750478 ] [ 0.90281807 0.42007846 0.47919756 0.24102048 0.32960324] [ 0.5318798 0.48515945 0.39830137 0.66201873 0.409585 ] [ 0.24427894 0.61810598 0.63948411 0.81158165 0.59339317] [ 0.71659939 0.41434781 0.57009903 0.37709984 0.33358281] [ 0.4116734 0.51528476 0.45841155 0.72284251 0.49058287] [ 0.56858402 0.51898193 0.58728551 0.66474866 0.48795622] [ 0.48815445 0.53924488 0.40475834 0.63429964 0.48753284] [ 0.28214672 0.64814585 0.36317872 0.74666948 0.4711512 ] [ 0.11712421 0.55866983 0.44825298 0.7277375 0.66550778] [ 0.61926131 0.52269619 0.51796649 0.39405401 0.5003974 ] [ 0.50866316 0.4707277 0.42271551 0.66222905 0.33766659] [ 0.81975359 0.42128228 0.46797457 0.21390183 0.40335592] [ 0.81991172 0.34349699 0.56703289 0.27680646 0.32382798] [ 0.79657582 0.48997141 0.43520362 0.34184366 0.41394238] [ 0.55105321 0.61347226 0.45210462 0.54114702 0.56328859] [ 0.59571724 0.45419227 0.43331711 0.45276073 0.39183492] [ 0.2226575 0.58230925 0.61026665 0.70478144 0.69486073] [ 0.739566 0.46679631 0.47864027 0.16325769 0.47890781] [ 0.46783245 0.55745209 0.48046131 0.51773638 0.54839824] [ 0.53240385 0.55030758 0.40688207 0.50893407 0.45986178] [ 0.30782879 0.64895448 0.37614938 0.7934733 0.44113482] [ 0.40682465 0.44981229 0.50180739 0.62443543 0.42599754] [ 0.50148334 0.51052753 0.44761415 0.46391117 0.42268773] [ 0.35188965 0.49062383 0.62300443 0.50964056 0.52331298] [ 0.22657972 0.70843834 0.39135563 0.87085055 0.56291318] [ 0.24519675 0.58760821 0.34155976 0.57472413 0.48804581] [ 0.36513928 0.32903932 0.45374546 0.77125318 0.40929685] [ 0.59599278 0.41344586 0.44437927 0.78132069 0.43906009] [ 0.67928137 0.46322402 0.45634979 0.32415918 0.29891715] [ 0.76714498 0.50858222 0.48608885 0.36686123 0.49423404] [ 0.76863376 0.35458633 0.49834221 0.29072979 0.4105359 ] [ 0.4698688 0.51742065 0.56945547 0.40766266 0.600282 ] [ 0.54901885 0.39596565 0.44810471 0.52447392 0.39298468] [ 0.68060683 0.42519067 0.5142629 0.34323142 0.51370058] [ 0.17126524 0.6236945 0.45632954 0.8423381 0.51772763] [ 0.81838176 0.31398263 0.57869474 0.12178686 0.34926109] [ 0.67909697 0.46491055 0.51813214 0.1752221 0.51075915] [ 0.84413155 0.47361338 0.56027045 0.24043362 0.40151703] [ 0.46129749 0.617633 0.56203111 0.56253046 0.53621324] [ 0.27550598 0.48663837 0.45294012 0.89712187 0.47232369] [ 0.60027058 0.46725452 0.49411333 0.59007923 0.42903092] [ 0.39196014 0.60459531 0.43696686 0.72948134 0.55138864] [ 0.75115589 0.42186426 0.43093261 0.29502959 0.30616294] [ 0.80919104 0.50440295 0.46216906 0.52264553 0.33178268] [ 0.17300229 0.51197876 0.58753302 0.7811367 0.54988828] [ 0.78986028 0.52680957 0.24942724 0.48932276 0.32800574] [ 0.84272196 0.40482301 0.47904821 0.33116022 0.31802274] [ 0.50789371 0.56152359 0.34510331 0.57376498 0.41091037] [ 0.27659329 0.65516425 0.47178149 0.81897891 0.47125419] [ 0.73805869 0.28493563 0.61951702 0.29033218 0.39855694] [ 0.70403267 0.51150668 0.54957541 0.2870538 0.55675428] [ 0.63419261 0.36009563 0.6003815 0.32072233 0.53116822] [ 0.85093822 0.48199944 0.43869333 0.2368306 0.2675795 ] [ 0.9359562 0.23930944 0.54404119 0.11698011 0.33135757] [ 0.80481199 0.54342659 0.43075818 0.27691885 0.35012839] [ 0.47581721 0.52089455 0.47766103 0.56562993 0.36181891] [ 0.11514973 0.70196291 0.37695513 0.73019899 0.5686722 ] [ 0.77588358 0.40683797 0.60732013 0.28998415 0.42439199] [ 0.55595418 0.53782101 0.4924198 0.48243139 0.61669902] [ 0.53175415 0.53988925 0.49448118 0.4293997 0.4546684 ] [ 0.41039237 0.39558021 0.43897779 0.57711102 0.45924555] [ 0.68753445 0.42528304 0.5737045 0.35103415 0.47687226] [ 0.87281429 0.33646533 0.59376899 0.18988389 0.41190874] [ 0.4660856 0.5451718 0.56386508 0.47846646 0.38683404] [ 0.6984109 0.39616287 0.62224812 0.40571727 0.39616421] [ 0.83373422 0.35838564 0.63147301 0.19788677 0.36721039] [ 0.71354363 0.42070469 0.38600546 0.46402319 0.42951568] [ 0.2793841 0.66925549 0.34748756 0.69534331 0.51006387] [ 0.57326582 0.49226579 0.56052156 0.66749956 0.43605909] [ 0.87560725 0.36286527 0.47548236 0.25160421 0.38486125] [ 0.69695267 0.35790336 0.52625808 0.26286442 0.46753203] [ 0.48447334 0.48971491 0.48587152 0.42470324 0.49342842] [ 0.83469559 0.44330419 0.44680676 0.34712023 0.35973793] [ 0.35311252 0.50964287 0.5788525 0.81866408 0.37724486] [ 0.38586852 0.54903935 0.439524 0.69670495 0.37017265] [ 0.72095655 0.33390361 0.38597254 0.16862839 0.3811933 ] [ 0.74052835 0.46631676 0.35792842 0.36007375 0.45451791] [ 0.10381419 0.53418128 0.33069832 0.94971662 0.52807128] [ 0.81411475 0.33960831 0.5231145 0.31621634 0.36003557] [ 0.76049051 0.3534461 0.45254001 0.21470381 0.38992347] [ 0.7462636 0.55040085 0.45293751 0.37170953 0.32202397] [ 0.91588599 0.35350462 0.62305491 0.11708974 0.3055353 ] [ 0.47117116 0.61292785 0.44237225 0.63018348 0.53243082] [ 0.4418362 0.50489239 0.47365049 0.49418647 0.47568617] [ 0.79957171 0.48246352 0.49877327 0.25598944 0.31332059] [ 0.33050591 0.6449402 0.58361293 0.71338459 0.6219648 ] [ 0.70207651 0.60635365 0.42663065 0.54301141 0.4261216 ] [ 0.22328246 0.62650404 0.42022594 0.77615009 0.50605819] [ 0.66725196 0.5918675 0.49711609 0.47395993 0.31877165] [ 0.48564773 0.4277689 0.40169879 0.56549856 0.58042101] [ 0.43529707 0.52631132 0.55449821 0.5706085 0.39679604] [ 0.40221377 0.62094312 0.44334282 0.64880443 0.66621174] [ 0.84169833 0.34915737 0.69266036 0.16701836 0.36704791] [ 0.68932315 0.45906227 0.54220455 0.19952794 0.54348336] [ 0.18082963 0.62390335 0.45692905 0.80985957 0.52972427] [ 0.81513768 0.39154243 0.4890476 0.33469803 0.427061 ] [ 0.27957799 0.69752776 0.49365432 0.72066484 0.5313055 ] [ 0.0749483 0.65903411 0.35303197 0.90496091 0.62477647] [ 0.21074911 0.62257549 0.50005984 0.80557718 0.44194524] [ 0.21167093 0.586488 0.48213334 0.8276135 0.49427299] [ 0.71902965 0.33663918 0.60203604 0.27039861 0.44366212] [ 0.54090179 0.61692141 0.418215 0.62926662 0.40477452] [ 0.80022787 0.49212377 0.54635533 0.19877316 0.46809789] [ 0.65161766 0.4464509 0.45038135 0.38746503 0.3656311 ] [ 0.80447297 0.31719972 0.58835602 0.29297976 0.34687257] [ 0.25739181 0.53001072 0.49565415 0.75119822 0.43159547] [ 0.65968597 0.49799854 0.57614734 0.48362092 0.48341948] [ 0.45802141 0.5061574 0.51253309 0.67654041 0.57720861] Progress: 28.8% ... Training loss: 0.597 ... Validation loss: 1.022[ 0.62402629 0.61259375 0.44461177 0.49072406 0.43503055] [ 0.71049207 0.48992076 0.53158857 0.32478556 0.40036321] [ 0.41049794 0.59227466 0.45840864 0.71482108 0.47152957] [ 0.48500598 0.43778235 0.47922866 0.64827 0.39567232] [ 0.81232257 0.47599459 0.59974177 0.23836177 0.36107817] [ 0.57355924 0.34734751 0.46634727 0.25303076 0.4244789 ] [ 0.7772138 0.42984332 0.46350564 0.21304904 0.40861175] [ 0.75301723 0.30836059 0.58431935 0.31372501 0.50104217] [ 0.72688491 0.41008047 0.41597458 0.25817277 0.34084605] [ 0.53480871 0.48931067 0.47700293 0.44548137 0.45301171] [ 0.36038326 0.515684 0.35967939 0.72028803 0.43286925] [ 0.44968108 0.5597948 0.56612048 0.6566742 0.41458724] [ 0.78580816 0.53052905 0.38280275 0.31462675 0.31295291] [ 0.4565652 0.49948108 0.46578905 0.70913635 0.3510612 ] [ 0.63069529 0.37284846 0.62631315 0.33953074 0.42179458] [ 0.70803311 0.51522395 0.54339092 0.41060052 0.41397571] [ 0.74951434 0.58935263 0.53662465 0.44219513 0.44465794] [ 0.77683599 0.43939671 0.41008391 0.22916319 0.30353665] [ 0.88817637 0.41700736 0.53700264 0.28748528 0.39439551] [ 0.56060664 0.46675555 0.44346635 0.52107238 0.41078007] [ 0.16092837 0.43267586 0.40877745 0.83054339 0.45785834] [ 0.30309606 0.59852014 0.26858275 0.76423888 0.58209898] [ 0.65689937 0.46231556 0.55891568 0.69796968 0.39346645] [ 0.74784319 0.3557455 0.58023881 0.25786071 0.41254579] [ 0.41239982 0.45971007 0.55178467 0.71447894 0.42234253] [ 0.17819066 0.73475269 0.40135003 0.80104754 0.56985794] [ 0.6371122 0.64233198 0.36186662 0.50657559 0.4210941 ] [ 0.32588088 0.59062999 0.46720429 0.72138483 0.45747513] [ 0.22891211 0.67315519 0.33903256 0.88893946 0.52027541] [ 0.46585021 0.52785685 0.59715531 0.55463336 0.51495968] [ 0.67281773 0.42997827 0.61045788 0.38069295 0.58536007] [ 0.41258471 0.58509456 0.47649615 0.50821813 0.55116828] [ 0.44226619 0.47348496 0.57245648 0.76337231 0.42768865] [ 0.07790894 0.65262033 0.41976535 0.91420587 0.47001646] [ 0.7406891 0.42807307 0.44126174 0.2225566 0.38906088] [ 0.49552521 0.48743889 0.563338 0.30170321 0.36895693] [ 0.15122164 0.67630643 0.50302292 0.91192207 0.644971 ] [ 0.77545708 0.44997448 0.52625033 0.29292129 0.37055095] [ 0.71934665 0.5349797 0.45827964 0.56268475 0.37478274] [ 0.86291488 0.35842801 0.56927904 0.21064392 0.4203844 ] [ 0.39397056 0.6538704 0.38429737 0.69024637 0.50470017] [ 0.41765625 0.49018085 0.37470661 0.48654841 0.47734857] [ 0.7040289 0.41542652 0.36806234 0.43321119 0.46733382] [ 0.41158058 0.5226524 0.58421402 0.68122728 0.36770516] [ 0.56084215 0.51219705 0.59904433 0.389157 0.44858916] [ 0.66292744 0.45456674 0.56076761 0.423408 0.45449927] [ 0.41691707 0.51508866 0.59660687 0.64451544 0.60825039] [ 0.22331716 0.59267633 0.43333609 0.75261236 0.58342567] [ 0.39434225 0.63654165 0.48134731 0.63271527 0.40370926] [ 0.52021441 0.53250421 0.57038563 0.74836133 0.35431411] [ 0.54952562 0.53305627 0.6715787 0.5102447 0.51527065] [ 0.31575329 0.45496757 0.69398787 0.61280142 0.60261531] [ 0.73971431 0.43201163 0.49399176 0.36358027 0.31611572] [ 0.76447428 0.41989792 0.59639036 0.26379423 0.48552446] [ 0.23853024 0.52467448 0.49344726 0.790104 0.48414629] [ 0.47469247 0.48461817 0.48756152 0.7701066 0.45233847] [ 0.78299045 0.39979946 0.57204857 0.36770683 0.42199081] [ 0.4182412 0.64937098 0.52364419 0.77492653 0.55112921] [ 0.81215478 0.50026541 0.51476375 0.3335319 0.32845787] [ 0.17079471 0.47881704 0.35768614 0.91568027 0.48332434] [ 0.78751474 0.54659622 0.52102434 0.44318679 0.45197601] [ 0.63644282 0.58578574 0.52143375 0.4477792 0.43323026] [ 0.41882541 0.42057173 0.58939222 0.72309987 0.47644092] [ 0.46527239 0.42021032 0.55979239 0.53657973 0.56339036] [ 0.50852376 0.57857915 0.34018536 0.56354946 0.34928948] [ 0.81806689 0.23717806 0.41164788 0.22718146 0.28896386] [ 0.53107287 0.4089735 0.55878383 0.64734543 0.45766004] [ 0.88874997 0.3677998 0.44399049 0.13535401 0.40447941] [ 0.58741017 0.41006557 0.60811067 0.29142274 0.51859086] [ 0.87878857 0.37681172 0.51666108 0.23346914 0.36437285] [ 0.61953686 0.39341821 0.62403418 0.63139486 0.42234447] [ 0.83694077 0.47264392 0.49137762 0.3353682 0.40356503] [ 0.48932675 0.41818614 0.49822483 0.67973462 0.36943983] [ 0.48941429 0.41293564 0.48247784 0.44578579 0.46793261] [ 0.61440612 0.50102802 0.57607575 0.52119191 0.46759689] [ 0.76401442 0.34850732 0.68493297 0.26910815 0.37796561] [ 0.57652845 0.58950793 0.43720955 0.47068979 0.32114365] [ 0.54568419 0.493534 0.46236995 0.72983153 0.31657295] [ 0.20464614 0.55747475 0.38702486 0.75801764 0.55408038] [ 0.50395877 0.62725146 0.39436938 0.65056181 0.48652286] [ 0.76518771 0.46389061 0.36878393 0.26990593 0.33446549] [ 0.38551113 0.56249127 0.5362394 0.83919985 0.55968531] [ 0.77938025 0.37466777 0.45467368 0.2694789 0.38183154] [ 0.50175734 0.44375831 0.28361362 0.50831267 0.45164408] [ 0.78114834 0.53539717 0.38981535 0.39025428 0.30865415] [ 0.20522666 0.59410425 0.5134006 0.83843306 0.52168176] [ 0.71290829 0.49301416 0.5699204 0.22946619 0.56648332] [ 0.77058657 0.46351019 0.44636486 0.40821458 0.38649213] [ 0.31931114 0.71622181 0.33393877 0.7984981 0.39418045] [ 0.13341256 0.60348801 0.43275402 0.61090266 0.63535857] [ 0.54937028 0.44341408 0.60183433 0.66792379 0.40364168] [ 0.3782464 0.6035771 0.36383882 0.74050649 0.55026309] [ 0.83816006 0.44177367 0.49868336 0.37957811 0.37321537] [ 0.6356089 0.56193343 0.41481524 0.47381209 0.38607286] [ 0.17857074 0.60820635 0.46365413 0.90835174 0.52634899] [ 0.91077111 0.3077204 0.52646533 0.13817763 0.32910306] [ 0.28951406 0.50259259 0.41382608 0.66181148 0.41663168] [ 0.57538527 0.42277294 0.43003416 0.65928037 0.46374949] [ 0.41616467 0.47533873 0.42822312 0.49013708 0.53556138] [ 0.81536707 0.51337728 0.3209921 0.37530115 0.23199307] [ 0.58453994 0.45021347 0.62999324 0.69765878 0.37214502] [ 0.30931196 0.5158601 0.4156593 0.63741201 0.70264426] [ 0.67727681 0.37934113 0.51371958 0.43916539 0.42907843] [ 0.47649687 0.66214429 0.45915146 0.58044085 0.65511358] [ 0.82841279 0.35348527 0.53100512 0.31300509 0.45158356] [ 0.77592855 0.52411875 0.48187281 0.49686387 0.38536316] [ 0.55058165 0.5123963 0.6113206 0.51486026 0.41883038] [ 0.43942707 0.52710707 0.45009145 0.36938093 0.50573195] [ 0.58599082 0.41659823 0.55177548 0.47363331 0.42650064] [ 0.82655407 0.47192525 0.57477742 0.3341445 0.41215274] [ 0.17920459 0.63737961 0.37487775 0.91917343 0.41632217] [ 0.2797872 0.53940947 0.58588822 0.81269262 0.46127699] [ 0.35327363 0.46160587 0.44234861 0.57216996 0.43303366] [ 0.72194689 0.50690498 0.40275954 0.28407915 0.44181488] [ 0.81622107 0.39301621 0.54703649 0.21539372 0.29531158] [ 0.65782959 0.44380628 0.57159366 0.39204428 0.45894297] [ 0.39188513 0.41047571 0.49920617 0.59914276 0.51959212] [ 0.78068591 0.43325842 0.55966864 0.34423462 0.45612451] [ 0.76087841 0.50424515 0.57804917 0.4896284 0.37858158] [ 0.71656916 0.56854935 0.65086281 0.54862789 0.40323201] [ 0.82267628 0.36535216 0.50891731 0.25225974 0.44374222] [ 0.3042466 0.53685011 0.45098784 0.7280291 0.42919014] [ 0.57582137 0.41109212 0.59643647 0.61697711 0.3009266 ] [ 0.39401405 0.52769202 0.52873649 0.7621133 0.44097108] [ 0.30561131 0.4903126 0.6557271 0.68860731 0.49108012] [ 0.46215308 0.61291547 0.44313324 0.6833891 0.45249237] [ 0.16951338 0.68655492 0.3808581 0.79488363 0.49513056] [ 0.47633789 0.56855916 0.46423959 0.58853282 0.55880847] Progress: 28.8% ... Training loss: 0.596 ... Validation loss: 1.023[ 0.52148401 0.49682628 0.46575621 0.48235314 0.56302116] [ 0.86826772 0.37907522 0.62546992 0.15012243 0.38425191] [ 0.66866958 0.46810724 0.64697805 0.37498785 0.48964894] [ 0.14883485 0.60365306 0.4082298 0.83635459 0.55473552] [ 0.77381184 0.44630323 0.52316349 0.20873346 0.44016603] [ 0.70252155 0.3793123 0.45210592 0.26173843 0.40791201] [ 0.4074694 0.51665844 0.46779827 0.61658833 0.45824014] [ 0.54598432 0.53780738 0.53881568 0.63125346 0.52055225] [ 0.17080658 0.61130171 0.46279761 0.85048802 0.57822137] [ 0.54954497 0.36653947 0.5167223 0.58094066 0.34059776] [ 0.17270072 0.43931855 0.45978666 0.84149353 0.47935416] [ 0.3906938 0.58324776 0.47086189 0.61500027 0.68384128] [ 0.30070573 0.6388807 0.50597634 0.70167949 0.56714286] [ 0.12998872 0.71784951 0.36441772 0.88267142 0.54539405] [ 0.10515314 0.53270886 0.33122412 0.94935564 0.52753133] [ 0.54954497 0.36653947 0.5167223 0.58094066 0.34059776] [ 0.40775947 0.37325546 0.48509524 0.76099265 0.40465551] [ 0.20966122 0.48130968 0.38636011 0.84044965 0.5338355 ] [ 0.22482138 0.63506108 0.32922089 0.78228507 0.41532883] [ 0.71584231 0.51103019 0.61990622 0.61037678 0.33036318] [ 0.60293575 0.48185447 0.42594795 0.37987065 0.49686257] [ 0.48778014 0.39591334 0.69716019 0.73233551 0.45119331] [ 0.34753146 0.55263868 0.44437598 0.76716462 0.36609603] [ 0.89564448 0.37363877 0.5518292 0.22915427 0.3436001 ] [ 0.51078756 0.55463874 0.53684886 0.62802332 0.37497317] [ 0.80648051 0.49494925 0.50965084 0.29774475 0.4670459 ] [ 0.54862002 0.5585879 0.45643104 0.67540726 0.5146317 ] [ 0.16127124 0.62353873 0.33534827 0.88718979 0.46842102] [ 0.91778376 0.47371 0.49906098 0.2132743 0.31516892] [ 0.8071455 0.40949579 0.35243523 0.30739432 0.29714076] [ 0.63565456 0.52069715 0.43900508 0.46645898 0.530084 ] [ 0.34867277 0.55070459 0.41023517 0.81166399 0.33513631] [ 0.65792083 0.46582637 0.56290027 0.43749189 0.44815473] [ 0.40358007 0.4671088 0.55998369 0.69846057 0.54852201] [ 0.50508164 0.55283397 0.50657654 0.44992593 0.42029077] [ 0.59061293 0.46705035 0.50245615 0.72379283 0.41653209] [ 0.68905673 0.3747173 0.52165759 0.2605054 0.42035514] [ 0.35723688 0.54754391 0.47202922 0.70476518 0.60316927] [ 0.67560188 0.39585882 0.40230769 0.50308343 0.39579566] [ 0.16727508 0.63483628 0.37286624 0.80998841 0.4471189 ] [ 0.40541589 0.49189198 0.49423816 0.73216514 0.37324393] [ 0.35601671 0.39774123 0.54104578 0.47508555 0.65491065] [ 0.25114736 0.55469182 0.60313369 0.75009049 0.65663978] [ 0.16670731 0.64698218 0.42533973 0.77984165 0.50337638] [ 0.84629171 0.30702536 0.64475531 0.16755686 0.47979601] [ 0.33455971 0.53823819 0.44871435 0.70123708 0.35561274] [ 0.42964509 0.47187716 0.55447753 0.65441395 0.57611145] [ 0.54824453 0.35295283 0.62550894 0.55440201 0.40686168] [ 0.38017447 0.70448685 0.40280215 0.74581839 0.47111269] [ 0.78608019 0.43128841 0.48448476 0.34730241 0.44531071] [ 0.23990996 0.54230412 0.51765854 0.82850086 0.54695577] [ 0.56178157 0.51285239 0.56349774 0.63206588 0.49998316] [ 0.19033788 0.57394217 0.40616416 0.88631303 0.52971728] [ 0.4309106 0.46163481 0.61921461 0.67100826 0.51862931] [ 0.60663523 0.5531874 0.41160078 0.45264513 0.53771236] [ 0.52988274 0.54205257 0.52232035 0.34858633 0.34663859] [ 0.42098724 0.51136877 0.46828385 0.59143314 0.48676074] [ 0.76178311 0.23255286 0.55811475 0.35871955 0.42764947] [ 0.28556651 0.6056381 0.46722256 0.55738798 0.60523063] [ 0.21134607 0.62141823 0.38720715 0.85951138 0.66159938] [ 0.43919279 0.58709826 0.57136188 0.49352656 0.33106093] [ 0.54494326 0.48151703 0.58923134 0.62049368 0.36850909] [ 0.2715526 0.60216909 0.56923883 0.8236456 0.48660257] [ 0.47036415 0.51725265 0.56952049 0.40737294 0.60023038] [ 0.68707526 0.40932267 0.44859859 0.66655372 0.42574453] [ 0.7323405 0.55782975 0.51586149 0.35574937 0.59072545] [ 0.73500406 0.36930172 0.70854308 0.22194211 0.4710155 ] [ 0.54226574 0.57123368 0.44827205 0.68977643 0.55568778] [ 0.73695314 0.3375545 0.52185883 0.25190485 0.36856867] [ 0.26671906 0.54587876 0.43092332 0.85799923 0.50265417] [ 0.60346727 0.38594885 0.64396762 0.71723362 0.38733616] [ 0.48886078 0.66334082 0.27363794 0.49084371 0.35551116] [ 0.79604452 0.28689467 0.57738199 0.29048852 0.43212538] [ 0.61166694 0.48539989 0.43387882 0.40822765 0.49807504] [ 0.1568101 0.64794983 0.43745058 0.9162819 0.49573888] [ 0.30946984 0.53304885 0.48600809 0.82785209 0.42964157] [ 0.8437196 0.53352554 0.45674866 0.28541273 0.41843775] [ 0.42497258 0.45584794 0.4511431 0.66071329 0.52489344] [ 0.78543904 0.67999226 0.41767069 0.61062325 0.31128539] [ 0.24585511 0.53599982 0.50922695 0.86567991 0.57160694] [ 0.23156251 0.53786809 0.40425185 0.8074176 0.56328162] [ 0.80489895 0.36190375 0.53492284 0.1844276 0.31836548] [ 0.7404322 0.46639114 0.47880195 0.16283746 0.47877622] [ 0.25237568 0.55708342 0.41504692 0.76032666 0.71635031] [ 0.7930443 0.52947231 0.53368032 0.56367253 0.32136667] [ 0.44436202 0.49902007 0.4461055 0.43343368 0.52296557] [ 0.78461144 0.34679203 0.50082412 0.19164255 0.38738417] [ 0.4339565 0.48573716 0.58538902 0.67574005 0.49099326] [ 0.26717855 0.4928829 0.56189869 0.84173717 0.62964142] [ 0.73739793 0.46373956 0.63406015 0.40620862 0.45862295] [ 0.45224706 0.38273437 0.44447937 0.68231694 0.43897991] [ 0.45231562 0.60807166 0.3160282 0.70870689 0.49137407] [ 0.84571469 0.42124872 0.53955361 0.27059735 0.41593967] [ 0.59580006 0.60467729 0.44264348 0.53779626 0.38547349] [ 0.08150932 0.46596476 0.44795432 0.8506428 0.55353804] [ 0.90001758 0.32861722 0.47192239 0.18465293 0.39738301] [ 0.85841508 0.50678817 0.60545696 0.20763169 0.38614687] [ 0.71305523 0.41537174 0.55409559 0.22417926 0.49809847] [ 0.20187725 0.66338941 0.45976509 0.82227806 0.49192578] [ 0.69073335 0.34472555 0.56175721 0.22549798 0.39670856] [ 0.85608703 0.52132851 0.52280861 0.2941486 0.35695007] [ 0.54476363 0.48728415 0.66899948 0.50594736 0.49385427] [ 0.4920915 0.59980209 0.36061901 0.46591425 0.31390137] [ 0.40163429 0.60381062 0.4923943 0.76356315 0.34636534] [ 0.72134633 0.53434054 0.34597263 0.49726529 0.41578173] [ 0.4280006 0.59519989 0.52283134 0.75324662 0.44019286] [ 0.74196172 0.48071808 0.44922602 0.38472824 0.41293716] [ 0.38488592 0.6058546 0.43294778 0.54299497 0.42340015] [ 0.66405374 0.41020146 0.41109466 0.37659454 0.35645678] [ 0.67169818 0.55938444 0.51663578 0.47044676 0.4494096 ] [ 0.70615096 0.51379973 0.39404581 0.38613211 0.35327409] [ 0.18211231 0.60741722 0.49858073 0.79286914 0.49711961] [ 0.66381727 0.50346322 0.40088098 0.42732229 0.32373814] [ 0.27243742 0.56640693 0.44515998 0.79187929 0.52012691] [ 0.79476524 0.4626956 0.55037764 0.21392237 0.41581331] [ 0.6665074 0.41870769 0.34034365 0.49820424 0.328635 ] [ 0.52533597 0.51153214 0.49111446 0.57203455 0.50177756] [ 0.18648992 0.57954363 0.42552496 0.86624557 0.42935473] [ 0.18377174 0.60077993 0.4141201 0.78102523 0.59789411] [ 0.61410021 0.57195453 0.50433338 0.45911116 0.48446847] [ 0.83867613 0.56242401 0.42023273 0.33533742 0.26280455] [ 0.71699817 0.47410749 0.40879722 0.26958663 0.27284565] [ 0.37465839 0.53848777 0.57438887 0.73601391 0.62192264] [ 0.46489039 0.42761864 0.55218169 0.6630061 0.3818447 ] [ 0.75840957 0.46306637 0.62196127 0.26314519 0.43672631] [ 0.80621646 0.41074288 0.43318094 0.2273413 0.24200914] [ 0.82177491 0.23137507 0.50898624 0.22800209 0.37900598] [ 0.46631519 0.39540363 0.43789924 0.76859368 0.37440839] Progress: 28.9% ... Training loss: 0.596 ... Validation loss: 1.025[ 0.45863782 0.4886746 0.51198582 0.68094049 0.34593065] [ 0.1653199 0.69575145 0.37306616 0.79374655 0.52715093] [ 0.40491331 0.39535268 0.56660176 0.7072005 0.55838786] [ 0.41132713 0.59700997 0.49445066 0.68280488 0.59430086] [ 0.32929797 0.50173517 0.50454371 0.81957086 0.48375586] [ 0.6973124 0.50362839 0.4922261 0.44764423 0.38600273] [ 0.69370456 0.47464078 0.6192733 0.60875568 0.40313668] [ 0.08927761 0.56620493 0.4271213 0.85122169 0.58971789] [ 0.75701982 0.43408211 0.4314966 0.32536298 0.37294158] [ 0.36352851 0.69895472 0.37281402 0.55990507 0.52213769] [ 0.4626526 0.42982753 0.54222704 0.63782671 0.48238543] [ 0.40906611 0.51676708 0.60465971 0.50748359 0.54298978] [ 0.44834056 0.55150329 0.41207833 0.68620633 0.36502999] [ 0.88265224 0.41773921 0.42875424 0.25269268 0.23010495] [ 0.21628437 0.51793012 0.50438138 0.83175546 0.54067092] [ 0.43425442 0.54520922 0.37483247 0.55608562 0.32758116] [ 0.06843429 0.55833161 0.41211035 0.91596753 0.51274925] [ 0.74167454 0.30848155 0.58103011 0.48289278 0.42744608] [ 0.52588986 0.41291503 0.67058042 0.60106693 0.467105 ] [ 0.45342403 0.62955131 0.48964452 0.65771068 0.3492853 ] [ 0.66710138 0.54725483 0.48432511 0.38634251 0.35803697] [ 0.54475093 0.48089062 0.49110847 0.59424161 0.42136018] [ 0.68163775 0.45451456 0.51592156 0.34614911 0.4204114 ] [ 0.63811702 0.50814513 0.49351526 0.49377515 0.39420848] [ 0.42342347 0.5633724 0.37870127 0.6857531 0.52227615] [ 0.65385371 0.3859236 0.47221195 0.16878561 0.39690271] [ 0.23783952 0.66079879 0.47943976 0.78060911 0.49218722] [ 0.21137947 0.68440972 0.33811763 0.84653396 0.56118827] [ 0.8883382 0.32527069 0.53386295 0.13329582 0.39222465] [ 0.73943936 0.34942871 0.4835959 0.42253091 0.44067746] [ 0.70789094 0.39830179 0.53689482 0.56402591 0.39998081] [ 0.36904111 0.55761631 0.52553218 0.76921297 0.54055755] [ 0.75980764 0.46523105 0.53783434 0.35618186 0.41552864] [ 0.68750132 0.44990874 0.5245917 0.44834407 0.41311268] [ 0.24268511 0.54677743 0.56681344 0.84206152 0.41791728] [ 0.31480281 0.44349736 0.57976146 0.57754981 0.66209887] [ 0.48019861 0.62059158 0.46764838 0.69476783 0.45705824] [ 0.71281225 0.49303522 0.56990988 0.22945481 0.56649328] [ 0.36908034 0.65605766 0.45168697 0.66416598 0.408757 ] [ 0.56675259 0.40683847 0.59891675 0.72586815 0.39987415] [ 0.10723563 0.51710562 0.50806187 0.8784585 0.65514982] [ 0.4900513 0.61019967 0.53700719 0.58985362 0.36957336] [ 0.47924419 0.47759 0.61866193 0.69055339 0.46918203] [ 0.8590089 0.4192879 0.5310916 0.17663863 0.38305693] [ 0.77352133 0.35248677 0.49335489 0.25938602 0.35593166] [ 0.2529682 0.57065347 0.4917711 0.63972906 0.56347624] [ 0.2118511 0.45251993 0.42035704 0.78764982 0.44655718] [ 0.17031136 0.62520983 0.40548042 0.85747279 0.45656925] [ 0.71858321 0.47389755 0.63733268 0.48897498 0.38764158] [ 0.44441056 0.61870397 0.3412615 0.58862324 0.45209737] [ 0.47556509 0.70162624 0.42053682 0.61939867 0.64269751] [ 0.71817302 0.36937224 0.52644048 0.26983677 0.4991673 ] [ 0.60964427 0.38253238 0.49393328 0.45626235 0.52831566] [ 0.66971889 0.55748395 0.48340735 0.52337849 0.5186646 ] [ 0.15264997 0.49331367 0.41138352 0.85511375 0.46769697] [ 0.67733189 0.43674221 0.56755773 0.36218842 0.35902401] [ 0.23859268 0.49183703 0.5697799 0.62891442 0.40936535] [ 0.65876383 0.61263986 0.37061859 0.52822437 0.38206977] [ 0.75475725 0.31993422 0.66830604 0.17440219 0.44536917] [ 0.46246373 0.4559186 0.62119039 0.77012442 0.4177436 ] [ 0.71602857 0.28234611 0.62468477 0.27400934 0.35761487] [ 0.83764379 0.43733644 0.40731401 0.32124498 0.3818765 ] [ 0.81209792 0.39670688 0.51791134 0.29540859 0.41985262] [ 0.79575398 0.30835457 0.47454376 0.30186243 0.46554122] [ 0.38055165 0.66664226 0.39942491 0.61049074 0.5122657 ] [ 0.70461885 0.49551359 0.45239124 0.69466442 0.42060305] [ 0.81772058 0.56545257 0.49678184 0.42374955 0.40395747] [ 0.72018285 0.52790844 0.51072177 0.34628322 0.52551033] [ 0.37868549 0.51886827 0.49592445 0.79811973 0.48257564] [ 0.70318541 0.35536938 0.63680563 0.31130826 0.47240452] [ 0.55740928 0.53675446 0.57354223 0.67290994 0.42297902] [ 0.211524 0.53405881 0.533437 0.70386283 0.65396532] [ 0.22033035 0.54303333 0.44055131 0.87542124 0.41685406] [ 0.80680233 0.3312446 0.52572742 0.20111674 0.34639191] [ 0.3010079 0.46332491 0.6084489 0.7820437 0.35395288] [ 0.72267935 0.40091067 0.37499034 0.48988384 0.4678975 ] [ 0.51944872 0.41135153 0.49447006 0.77311486 0.4646602 ] [ 0.60784506 0.53360767 0.37993312 0.65491117 0.4374852 ] [ 0.7302314 0.32946715 0.56143804 0.26806373 0.46561295] [ 0.76070982 0.38528884 0.56679348 0.38814179 0.33780358] [ 0.48098128 0.59891487 0.45082264 0.48414617 0.55451819] [ 0.6182667 0.4866838 0.64212629 0.64662981 0.45422788] [ 0.27701129 0.5804707 0.36142406 0.66195739 0.53921436] [ 0.23901332 0.60499801 0.4210255 0.78694949 0.60375217] [ 0.81664085 0.31751954 0.56018754 0.2689539 0.40332083] [ 0.45510903 0.501894 0.59719081 0.71608654 0.49179013] [ 0.37135606 0.69228735 0.40251721 0.68732869 0.46440665] [ 0.21317572 0.7071825 0.24811595 0.85490102 0.44348798] [ 0.45594843 0.59153099 0.43960847 0.59222524 0.35249566] [ 0.48870236 0.55180319 0.48934943 0.46465364 0.49077829] [ 0.5227964 0.61508959 0.32589046 0.67014229 0.47986238] [ 0.14674324 0.64907316 0.43430511 0.75683313 0.59417904] [ 0.18706039 0.57930657 0.42563374 0.86595247 0.42926539] [ 0.60928524 0.41688143 0.46720933 0.33576772 0.45782972] [ 0.74496973 0.42107094 0.54627455 0.37328761 0.32652761] [ 0.58050859 0.42649656 0.50997666 0.62444792 0.39661189] [ 0.75363 0.31931396 0.51007733 0.36392934 0.48089616] [ 0.60272791 0.45035273 0.5081485 0.50962844 0.48968616] [ 0.68038126 0.37109953 0.64996578 0.54715449 0.31656785] [ 0.77505762 0.40355317 0.60325236 0.29369402 0.38691399] [ 0.15406478 0.63304472 0.45038494 0.87577863 0.42857436] [ 0.63165963 0.54163667 0.44298686 0.5221075 0.35340173] [ 0.54982412 0.49124896 0.54597323 0.47943259 0.59964016] [ 0.49851463 0.39207594 0.57239183 0.45290084 0.55095049] [ 0.57819451 0.47225122 0.5386219 0.4172501 0.33797619] [ 0.24758412 0.57869038 0.48293027 0.78040061 0.54005765] [ 0.44706371 0.4519267 0.58972654 0.67663634 0.51903856] [ 0.27955698 0.6976063 0.49361931 0.72070752 0.53133277] [ 0.22504909 0.66137518 0.41790711 0.74948939 0.45681573] [ 0.82690786 0.32075729 0.63393441 0.21544463 0.42072554] [ 0.17676828 0.60074837 0.44442302 0.92123792 0.6020225 ] [ 0.33924252 0.56568506 0.51095795 0.83312637 0.56187575] [ 0.48624588 0.35181117 0.59665966 0.3580655 0.5633173 ] [ 0.55840763 0.43746202 0.47279416 0.71066625 0.40466186] [ 0.18727816 0.58188391 0.43797475 0.8478979 0.51385467] [ 0.69154252 0.47966239 0.62954349 0.34154881 0.4362545 ] [ 0.32746995 0.32136659 0.50409384 0.67677048 0.43118179] [ 0.69077976 0.3844694 0.52769664 0.43948447 0.36139346] [ 0.8031501 0.51475697 0.41359108 0.25984873 0.37838169] [ 0.52700088 0.59462956 0.58054273 0.51952067 0.53139264] [ 0.26423649 0.66231221 0.32720846 0.82597998 0.49251317] [ 0.65358325 0.46650111 0.52360993 0.50596437 0.36099261] [ 0.50776883 0.42705004 0.41688141 0.49609017 0.49471207] [ 0.29693967 0.71076832 0.2760491 0.74047052 0.49150322] [ 0.44553184 0.61132763 0.41802726 0.71844235 0.46238379] [ 0.58263801 0.62194786 0.50817854 0.53177769 0.59661334] [ 0.10548379 0.63621278 0.4560474 0.92507387 0.4917372 ] [ 0.56033239 0.44644956 0.53841114 0.49764656 0.49721058] Progress: 28.9% ... Training loss: 0.596 ... Validation loss: 1.025[ 0.86928688 0.425245 0.54470209 0.30918332 0.40540712] [ 0.3097004 0.53114636 0.52238239 0.86873019 0.44425754] [ 0.58011902 0.5184915 0.36724932 0.53916354 0.39230541] [ 0.24457779 0.49289215 0.38507778 0.62714153 0.72601121] [ 0.75264721 0.37736184 0.44488005 0.31311827 0.52045091] [ 0.4762562 0.46216631 0.60783296 0.47190283 0.5527882 ] [ 0.22153382 0.5778738 0.54761114 0.77164569 0.52823808] [ 0.64183712 0.33241432 0.55763818 0.2776831 0.60675697] [ 0.68662334 0.58829586 0.38094662 0.57639924 0.50185631] [ 0.81347734 0.42252067 0.40406513 0.48617901 0.31120999] [ 0.50509684 0.51408914 0.38134466 0.51110791 0.3793217 ] [ 0.75211804 0.36310759 0.47967264 0.36374564 0.51789455] [ 0.43360443 0.48695943 0.64886766 0.68258991 0.51737275] [ 0.84705984 0.4401144 0.56493896 0.28413221 0.40124631] [ 0.33243728 0.6311875 0.48547973 0.54544344 0.45850187] [ 0.24121345 0.55875357 0.47881066 0.83670042 0.49384421] [ 0.10703625 0.51793658 0.50770358 0.87868247 0.65544406] [ 0.54821342 0.41240734 0.44584217 0.30287799 0.55030352] [ 0.63159532 0.44773443 0.57059902 0.69382262 0.42942836] [ 0.18031843 0.63733424 0.37089896 0.839385 0.42316001] [ 0.31925861 0.65374322 0.34824077 0.71838299 0.51765385] [ 0.34945954 0.61292813 0.57847431 0.59975303 0.52651446] [ 0.31399699 0.56356689 0.5889073 0.7787622 0.47024672] [ 0.84190544 0.35319948 0.5349587 0.22614214 0.32325626] [ 0.75898517 0.2972485 0.52040468 0.22947256 0.38231929] [ 0.65309385 0.64289242 0.45137955 0.54906936 0.35093892] [ 0.70943242 0.26575958 0.40643315 0.25333612 0.47315441] [ 0.8060871 0.33802092 0.49958016 0.16793739 0.40986393] [ 0.65411573 0.52681679 0.43041226 0.43672326 0.41227439] [ 0.30781444 0.5028201 0.52957438 0.72476054 0.40400072] [ 0.71819494 0.39276503 0.43136249 0.66237794 0.39762743] [ 0.35096474 0.648562 0.34789595 0.74307591 0.47436407] [ 0.58637557 0.50910421 0.53654094 0.52821573 0.44140969] [ 0.57026058 0.42278514 0.53427406 0.5509799 0.39596505] [ 0.72721037 0.58519693 0.39815475 0.50018192 0.4298274 ] [ 0.66443365 0.4824893 0.40455758 0.24471236 0.34536711] [ 0.50294262 0.44425103 0.46836969 0.38757657 0.47381503] [ 0.34400732 0.54619614 0.41538916 0.76141345 0.36280339] [ 0.56650015 0.46133956 0.64408173 0.40246353 0.50057046] [ 0.57642532 0.37753572 0.54062694 0.42664325 0.49033941] [ 0.56883667 0.41131775 0.52920423 0.53910098 0.40465004] [ 0.41125894 0.65348381 0.36814856 0.81959468 0.54902453] [ 0.71084152 0.43505674 0.52937391 0.47065177 0.34466344] [ 0.39856249 0.49728553 0.62373475 0.73274084 0.48298056] [ 0.66490255 0.45184255 0.43124262 0.49434554 0.55062532] [ 0.17866372 0.67885713 0.39617762 0.82680777 0.52196416] [ 0.51109817 0.65537089 0.40934358 0.58233749 0.41554415] [ 0.83827448 0.3468331 0.67678079 0.21485379 0.44018763] [ 0.6928209 0.31239448 0.42816757 0.25930759 0.40100396] [ 0.6073036 0.45313632 0.51227005 0.68536912 0.27844646] [ 0.61759856 0.44862166 0.60620228 0.49322776 0.41368457] [ 0.71517116 0.3342374 0.4784563 0.42939092 0.49908438] [ 0.61986999 0.46876057 0.44470314 0.33906467 0.39635228] [ 0.75671995 0.66051602 0.53205307 0.4689572 0.36065818] [ 0.32519323 0.41970116 0.60486948 0.75576305 0.52271196] [ 0.5351247 0.46123826 0.45458944 0.4280581 0.46684402] [ 0.70853438 0.57056244 0.4269371 0.57946083 0.39274662] [ 0.54727848 0.5452176 0.45090594 0.50340784 0.35925666] [ 0.1167448 0.59811191 0.43581764 0.88784201 0.54558826] [ 0.16295525 0.67646054 0.41275168 0.80956074 0.57922933] [ 0.34773128 0.60500538 0.48127474 0.85463009 0.38167329] [ 0.65067866 0.43622556 0.46128795 0.37896894 0.37335606] [ 0.59799967 0.34570828 0.519036 0.64626725 0.31725358] [ 0.4292417 0.44252503 0.39791646 0.60429465 0.54379594] [ 0.49773265 0.48774106 0.51214473 0.43759817 0.47277082] [ 0.22325447 0.52234015 0.50714512 0.68660928 0.553332 ] [ 0.77630947 0.45767171 0.51661128 0.30161136 0.39764798] [ 0.29636633 0.54740243 0.46288285 0.66122968 0.46082172] [ 0.56414864 0.42075707 0.46592394 0.41465363 0.34796424] [ 0.24307834 0.47786473 0.51757751 0.82954887 0.54361347] [ 0.79405328 0.53618047 0.30713277 0.4713119 0.32157811] [ 0.50476914 0.55797729 0.41095434 0.47025975 0.40874159] [ 0.4219147 0.58980588 0.53099317 0.80178731 0.45562194] [ 0.16646151 0.55282972 0.45925127 0.69076458 0.48865833] [ 0.13313266 0.6397537 0.45347079 0.91429041 0.53366693] [ 0.2951618 0.65585938 0.5055502 0.77062767 0.49521623] [ 0.84324148 0.35979304 0.62103297 0.30305113 0.4097227 ] [ 0.46433443 0.50686196 0.51158846 0.48027395 0.4319897 ] [ 0.35420235 0.56543328 0.35226376 0.70092077 0.52306834] [ 0.26210082 0.62609428 0.45124531 0.86838762 0.55477875] [ 0.75610212 0.49076998 0.43719555 0.29511168 0.24582001] [ 0.71270744 0.41772096 0.5907687 0.40453674 0.4272797 ] [ 0.60016216 0.51493439 0.49092311 0.4335315 0.51961109] [ 0.48090958 0.49325389 0.51213046 0.63132631 0.45586625] [ 0.72586594 0.41092479 0.56059713 0.12841621 0.51682979] [ 0.48114768 0.48919928 0.2855177 0.55836353 0.28805334] [ 0.30275967 0.50756389 0.43700148 0.84686142 0.47269289] [ 0.55845388 0.5289898 0.44829687 0.65549037 0.26992269] [ 0.70496067 0.2480886 0.50931706 0.26623079 0.43868782] [ 0.54144264 0.48772049 0.44768717 0.35610609 0.36290281] [ 0.54146132 0.50520546 0.66418262 0.60511998 0.38091422] [ 0.3808217 0.6793472 0.51236419 0.73368014 0.47959009] [ 0.57878875 0.4092521 0.64702028 0.57739235 0.48410844] [ 0.38747993 0.32930882 0.47644011 0.66810091 0.46203918] [ 0.30513495 0.60668864 0.54116824 0.69203171 0.56341312] [ 0.35303459 0.45298635 0.63127089 0.72237091 0.48131483] [ 0.53285584 0.32784373 0.47077648 0.65213436 0.38124256] [ 0.59908795 0.53151106 0.51847035 0.48515321 0.36951211] [ 0.11377396 0.67050605 0.37135 0.88457706 0.42355788] [ 0.54697677 0.52782183 0.37154449 0.38300627 0.37877071] [ 0.57545705 0.59893394 0.3634634 0.55734275 0.35781047] [ 0.8279492 0.44443704 0.60001123 0.18036189 0.50351056] [ 0.49000758 0.55039914 0.44286366 0.75353155 0.5035135 ] [ 0.51761201 0.46178166 0.43202363 0.31602465 0.41437558] [ 0.31144094 0.63434985 0.46982988 0.87120031 0.50943173] [ 0.78740753 0.33216503 0.42905765 0.3120936 0.44504053] [ 0.38778742 0.47438431 0.50725878 0.53317361 0.49514118] [ 0.60322739 0.52889383 0.54886784 0.50196301 0.47821365] [ 0.12503685 0.4957287 0.61061554 0.88387554 0.69675586] [ 0.46169344 0.54201413 0.46802023 0.62057701 0.37033911] [ 0.49575224 0.58256286 0.42250177 0.39895851 0.46873739] [ 0.54096879 0.54903258 0.48900051 0.4770261 0.38888964] [ 0.78815955 0.47288153 0.59648331 0.34233 0.35534017] [ 0.45519504 0.44666465 0.43815951 0.58054511 0.40710938] [ 0.67354456 0.40127227 0.37931392 0.48071822 0.53191377] [ 0.37769653 0.51544707 0.50596006 0.68300461 0.39672782] [ 0.69543162 0.54841484 0.23584259 0.59178677 0.36650252] [ 0.8306331 0.42205503 0.55870221 0.27973442 0.44323713] [ 0.8137499 0.48189209 0.4734499 0.42352469 0.39147236] [ 0.63507648 0.49955677 0.49609457 0.39657001 0.47954657] [ 0.62437224 0.49854035 0.60076716 0.35230075 0.56501576] [ 0.73605872 0.50410131 0.35919993 0.32220352 0.3285507 ] [ 0.25012158 0.4432335 0.55284389 0.71282464 0.65736093] [ 0.61673031 0.6169565 0.31442975 0.65479297 0.31392574] [ 0.71079212 0.52782267 0.524719 0.50940958 0.38362922] [ 0.53519697 0.60975163 0.48856264 0.53477148 0.47043216] [ 0.55893632 0.58464609 0.28509608 0.58442928 0.33094723] [ 0.48500086 0.43601811 0.54663033 0.59808099 0.40795092] Progress: 28.9% ... Training loss: 0.595 ... Validation loss: 1.026[ 0.73292506 0.49980009 0.52734259 0.4179942 0.47856408] [ 0.47108162 0.48324105 0.49864564 0.46343164 0.47014871] [ 0.63534631 0.42683973 0.5535645 0.37920877 0.35577718] [ 0.38377323 0.49316363 0.55093202 0.75705454 0.52122973] [ 0.7693099 0.49121146 0.56206977 0.39714792 0.36890702] [ 0.60719415 0.49157569 0.42243513 0.2796679 0.3962045 ] [ 0.17575192 0.71674183 0.32106471 0.83486538 0.56426396] [ 0.24584034 0.56838805 0.4351403 0.84766252 0.51226368] [ 0.545184 0.62697886 0.32126002 0.70918474 0.33916323] [ 0.51974068 0.49510846 0.41649179 0.46910835 0.47817608] [ 0.65741674 0.46960569 0.49102383 0.57180446 0.40213531] [ 0.31255566 0.49365088 0.35225734 0.87344402 0.41826955] [ 0.45554636 0.63191442 0.38464884 0.66167441 0.38029827] [ 0.71897376 0.3854686 0.49527343 0.34416818 0.43855184] [ 0.38892197 0.57274708 0.3888174 0.42497764 0.40767486] [ 0.60257871 0.3816653 0.40361606 0.50873227 0.46650104] [ 0.49440683 0.42633785 0.62863932 0.52056698 0.38608894] [ 0.18118054 0.699087 0.44116877 0.86338518 0.52777471] [ 0.59696056 0.55662496 0.43477388 0.45835962 0.58083108] [ 0.2854732 0.53175312 0.53415229 0.85254506 0.4698381 ] [ 0.25463252 0.43670753 0.40920476 0.7755624 0.61541962] [ 0.54623929 0.51842291 0.56114036 0.291851 0.43872012] [ 0.17367399 0.43948018 0.45972302 0.84095926 0.47945152] [ 0.71741904 0.44794241 0.41162111 0.34666041 0.32076227] [ 0.88318893 0.41343211 0.53990586 0.1940116 0.34229018] [ 0.18610152 0.48294102 0.44826848 0.90986845 0.64587773] [ 0.58033132 0.4527296 0.66743832 0.60047266 0.47740806] [ 0.59108654 0.36484502 0.52380398 0.6480456 0.45870109] [ 0.70093966 0.34114646 0.52316135 0.43338453 0.52252169] [ 0.73292973 0.50870877 0.43787158 0.1823749 0.30884656] [ 0.62853784 0.34269314 0.63117998 0.58056404 0.44710426] [ 0.21784483 0.56669556 0.37118642 0.72189454 0.51227903] [ 0.55236702 0.4013838 0.56387229 0.60374728 0.3257966 ] [ 0.24146312 0.59174546 0.44273286 0.87621189 0.55801726] [ 0.23180068 0.71496487 0.31394726 0.82294798 0.44922484] [ 0.7786875 0.35816297 0.55537567 0.28264497 0.3891534 ] [ 0.55468099 0.53112504 0.59896313 0.50044439 0.45760527] [ 0.57488601 0.34152074 0.37972352 0.55998586 0.33612758] [ 0.33019362 0.50577037 0.50359306 0.68499782 0.59278033] [ 0.43348396 0.46444472 0.53403808 0.45005035 0.49211757] [ 0.40968922 0.64648692 0.34729806 0.78161591 0.52766856] [ 0.55024277 0.52985692 0.48294647 0.50663995 0.60948861] [ 0.44745817 0.52677706 0.42452656 0.69890894 0.53977275] [ 0.20259749 0.47945955 0.44022701 0.92489262 0.61425783] [ 0.6522846 0.45638579 0.54583067 0.46988286 0.44782002] [ 0.64573651 0.53911971 0.36654696 0.51631602 0.30062947] [ 0.25418963 0.58055831 0.54977811 0.78573213 0.47051528] [ 0.81058347 0.28723499 0.5715567 0.28866354 0.40530434] [ 0.48628185 0.38818261 0.60783519 0.73662226 0.47766524] [ 0.1434874 0.64214837 0.42667429 0.81298113 0.53502351] [ 0.79224832 0.49033286 0.41073236 0.52183147 0.42986587] [ 0.77276892 0.4056849 0.66417722 0.33988299 0.4357657 ] [ 0.60182834 0.53066567 0.47635779 0.54785533 0.56973019] [ 0.56801168 0.35963426 0.60040532 0.54416476 0.57833448] [ 0.61222236 0.40712121 0.46015491 0.33200341 0.49641842] [ 0.42779357 0.51211509 0.43460342 0.59568241 0.58758526] [ 0.44803881 0.44639153 0.56634704 0.54940179 0.49453768] [ 0.58821228 0.52795447 0.42728327 0.47939931 0.4632078 ] [ 0.58591726 0.4843824 0.48058183 0.33613044 0.42146201] [ 0.42189268 0.54154758 0.42262629 0.62471225 0.50680713] [ 0.58263327 0.57728874 0.53734949 0.49974346 0.37574636] [ 0.7337853 0.47646872 0.50303276 0.30855057 0.41262825] [ 0.63651405 0.46211614 0.49914051 0.50539704 0.42427028] [ 0.62715611 0.46998784 0.50804197 0.41006839 0.52914462] [ 0.4838743 0.61633004 0.50237943 0.53094046 0.47342589] [ 0.83935993 0.39633562 0.55183632 0.21876393 0.415545 ] [ 0.13914351 0.62730315 0.48666072 0.90834741 0.39924447] [ 0.92454544 0.34687992 0.46642536 0.30312483 0.32217303] [ 0.45797249 0.49844731 0.60103624 0.4496044 0.46032192] [ 0.37525132 0.49116298 0.50359135 0.63567781 0.58768853] [ 0.72113366 0.45316654 0.50312652 0.3634946 0.41703257] [ 0.71568608 0.60534021 0.47325768 0.33270473 0.40397037] [ 0.57599882 0.37172593 0.56915148 0.65531541 0.40176097] [ 0.73906346 0.5787409 0.46838135 0.38403721 0.39548807] [ 0.74415766 0.41960535 0.49250365 0.37048193 0.42967677] [ 0.37218617 0.53237624 0.45301676 0.77752068 0.37091065] [ 0.48240719 0.44846914 0.63650294 0.59086225 0.46002142] [ 0.64757881 0.36510963 0.64905255 0.58257161 0.3612745 ] [ 0.48774186 0.56251477 0.35551254 0.66199559 0.43615183] [ 0.35029898 0.6922715 0.38449146 0.73810553 0.3705467 ] [ 0.72606453 0.45357569 0.57386021 0.40374089 0.51894878] [ 0.60784704 0.30925706 0.5137515 0.36333589 0.50685641] [ 0.39398053 0.50613184 0.54355071 0.6294915 0.34643794] [ 0.84930301 0.52848091 0.59688902 0.34196887 0.34845976] [ 0.72606902 0.43747082 0.30839443 0.38492816 0.36216395] [ 0.17906851 0.57044686 0.42470459 0.70230183 0.52452973] [ 0.64909769 0.56064766 0.53047885 0.49585763 0.43378715] [ 0.5575254 0.60272328 0.4015221 0.40286463 0.44020538] [ 0.55262089 0.62060299 0.46484061 0.69286997 0.50353422] [ 0.46551143 0.60018012 0.42350452 0.60816266 0.59086763] [ 0.2213618 0.58534404 0.51248881 0.73552816 0.4443855 ] [ 0.39269871 0.48076332 0.62821896 0.68639468 0.55983954] [ 0.57882481 0.57844844 0.54197842 0.40821851 0.4610848 ] [ 0.44141093 0.50435598 0.55397026 0.40352802 0.58409599] [ 0.17638108 0.77138061 0.3864113 0.8017847 0.59414305] [ 0.76930737 0.32180212 0.4560173 0.36545537 0.3222359 ] [ 0.53637768 0.48707773 0.36208 0.327838 0.42429339] [ 0.34729018 0.4275891 0.44796335 0.54898064 0.58433523] [ 0.55375452 0.5403736 0.36345899 0.55703595 0.34276909] [ 0.23778986 0.50695445 0.53703068 0.88214523 0.5999463 ] [ 0.13983048 0.52286829 0.56824588 0.79007465 0.53610116] [ 0.38898434 0.6277947 0.48899595 0.74193712 0.44912063] [ 0.35944673 0.49484617 0.54260548 0.52407319 0.38321151] [ 0.57882823 0.42112402 0.45275461 0.24009347 0.45145979] [ 0.54564632 0.48054858 0.49124538 0.59369737 0.42124489] [ 0.5470569 0.59698267 0.29336276 0.67628977 0.34479198] [ 0.83555919 0.35456483 0.55317019 0.22953928 0.39599253] [ 0.13307095 0.56673714 0.49654384 0.85182015 0.614239 ] [ 0.56729885 0.50521799 0.47401956 0.55148443 0.30518338] [ 0.50177721 0.44671544 0.40998725 0.72962647 0.34761329] [ 0.53198904 0.41260819 0.46272403 0.67567405 0.46022985] [ 0.78357568 0.3097943 0.60775076 0.32288037 0.43457526] [ 0.76986134 0.33954008 0.61425714 0.35386867 0.43096721] [ 0.90144942 0.38993584 0.56331367 0.20089373 0.3790558 ] [ 0.48653286 0.45618898 0.45937553 0.5480163 0.38250848] [ 0.42691617 0.62931886 0.39269417 0.66996454 0.4696127 ] [ 0.69012876 0.48180598 0.55373581 0.59278287 0.47860969] [ 0.29555166 0.52798325 0.57071129 0.83403071 0.45380731] [ 0.41641615 0.64960738 0.42374853 0.50368909 0.49755903] [ 0.2480642 0.65447116 0.30026542 0.78239096 0.52634805] [ 0.28147241 0.6018455 0.42773556 0.8002572 0.31824385] [ 0.50696779 0.41101317 0.66080322 0.55883742 0.4492353 ] [ 0.47146732 0.55204967 0.35198021 0.50340519 0.46416174] [ 0.15064242 0.46431555 0.39667083 0.77381846 0.55711041] [ 0.54008635 0.40500804 0.61854707 0.45436566 0.3555551 ] [ 0.40822241 0.59968535 0.43190873 0.62201747 0.52941365] [ 0.90325985 0.3728571 0.62051771 0.2616593 0.37016762] [ 0.74725297 0.57581842 0.55552329 0.48577002 0.39928988] Progress: 29.0% ... Training loss: 0.595 ... Validation loss: 1.024[ 0.7545861 0.39620952 0.47871539 0.29197361 0.49872525] [ 0.47528785 0.56681099 0.47602625 0.58070496 0.47045885] [ 0.80391346 0.44775438 0.39758181 0.36074653 0.33710588] [ 0.63804132 0.4452251 0.56924077 0.58569783 0.41567868] [ 0.41592952 0.65636329 0.32843812 0.71111437 0.53052224] [ 0.60142379 0.6745438 0.40752442 0.65372559 0.4966658 ] [ 0.55840332 0.41633776 0.50102614 0.61922249 0.48506494] [ 0.11420637 0.61062098 0.37045929 0.87204671 0.54753523] [ 0.50290684 0.5001826 0.54202347 0.73929829 0.46568432] [ 0.49522786 0.55042927 0.45085048 0.62323696 0.29649493] [ 0.27480578 0.70872854 0.47939471 0.70769863 0.56939308] [ 0.70568911 0.40286251 0.60254821 0.25139368 0.49391396] [ 0.2474533 0.513673 0.41725264 0.70425831 0.44498765] [ 0.74607707 0.42034557 0.54656893 0.37235148 0.32628958] [ 0.7051924 0.4959972 0.65621736 0.44694099 0.42261324] [ 0.49488412 0.67819463 0.28965772 0.64958582 0.24939789] [ 0.22568251 0.71985783 0.42736691 0.80208957 0.44176814] [ 0.45256524 0.58135058 0.29979624 0.68977708 0.52707654] [ 0.3991087 0.62344648 0.42840071 0.60480674 0.44176577] [ 0.21699898 0.46690669 0.53348383 0.76762563 0.50889844] [ 0.12150523 0.69001163 0.37728454 0.91071771 0.6287939 ] [ 0.52332803 0.48808793 0.40490953 0.44743271 0.46628228] [ 0.8356768 0.36345457 0.50879505 0.17001953 0.3604321 ] [ 0.47125204 0.51592874 0.39707584 0.71291159 0.57666918] [ 0.41026472 0.70164437 0.47933053 0.76652274 0.60888678] [ 0.72405301 0.49785151 0.52312174 0.50738392 0.46399088] [ 0.78727986 0.31558279 0.57894877 0.31536645 0.4624765 ] [ 0.5795696 0.53163093 0.45608559 0.3805287 0.53969795] [ 0.37837472 0.65926369 0.5004578 0.65335701 0.36698408] [ 0.76295585 0.44517726 0.61414835 0.32155244 0.45719356] [ 0.70223629 0.56005304 0.40541265 0.40728402 0.354854 ] [ 0.47808742 0.47980013 0.61805448 0.60005306 0.43217625] [ 0.53076757 0.43665863 0.57925348 0.66702467 0.45576738] [ 0.32378318 0.4946736 0.53538882 0.75475391 0.54993576] [ 0.81033205 0.35559313 0.65329174 0.19114156 0.49761434] [ 0.39330032 0.59681486 0.52514544 0.60592867 0.50841718] [ 0.87897578 0.34767036 0.51123372 0.19100037 0.32441696] [ 0.62814414 0.40729558 0.6909342 0.57901544 0.37236358] [ 0.36989283 0.52646217 0.42351502 0.67007259 0.63119832] [ 0.34235389 0.67302174 0.30438064 0.60884504 0.47176504] [ 0.36124169 0.45601576 0.48998603 0.44862657 0.50606446] [ 0.34487271 0.62235908 0.61278233 0.65179873 0.64221463] [ 0.59906489 0.29520225 0.62297568 0.63814951 0.46173541] [ 0.36243461 0.48090885 0.4650867 0.56181899 0.45338307] [ 0.45873524 0.43697065 0.45914663 0.64881638 0.28935877] [ 0.66243817 0.63350806 0.31004973 0.65238088 0.42636822] [ 0.52937835 0.48401462 0.44091107 0.37209171 0.43820697] [ 0.52924985 0.41185186 0.67095165 0.59954394 0.46670739] [ 0.51040702 0.59492263 0.3619485 0.5990862 0.45052232] [ 0.69612539 0.36816803 0.63201712 0.56456204 0.40180758] [ 0.16555319 0.53169362 0.53211231 0.79727427 0.46912718] [ 0.77840894 0.40519323 0.61788392 0.31121974 0.43566865] [ 0.81809722 0.56499047 0.49697643 0.42319239 0.40378703] [ 0.67189359 0.46439089 0.47763708 0.4326643 0.37854316] [ 0.37930893 0.62380692 0.37270235 0.70291795 0.41115476] [ 0.58800566 0.50639946 0.53804372 0.67346674 0.43646704] [ 0.59194852 0.4927945 0.46495776 0.43212382 0.48979266] [ 0.79721844 0.35288753 0.6346095 0.18583572 0.38518287] [ 0.58032667 0.59981208 0.55804776 0.51574139 0.5267248 ] [ 0.07578991 0.58793175 0.48191412 0.91904161 0.63001271] [ 0.21104241 0.6252718 0.37359734 0.88836038 0.46729113] [ 0.52857609 0.42597572 0.6138545 0.79436714 0.4031029 ] [ 0.4002941 0.45686914 0.59142401 0.65400325 0.55433282] [ 0.63420386 0.47339232 0.57080154 0.55276826 0.44717032] [ 0.20864974 0.52323776 0.54734154 0.5984394 0.55590919] [ 0.19483384 0.56220582 0.55844585 0.83323574 0.51910103] [ 0.69100358 0.43319527 0.61845701 0.18228977 0.46541585] [ 0.58948375 0.31155896 0.58085056 0.33938925 0.48109742] [ 0.47463184 0.61097908 0.55481513 0.55063457 0.45628849] [ 0.6011839 0.60420267 0.48422288 0.51292928 0.37435397] [ 0.31740468 0.63396468 0.46319833 0.80004662 0.54792337] [ 0.26617446 0.54053912 0.42868316 0.89170511 0.60943673] [ 0.35370763 0.55819268 0.41774835 0.72407808 0.53331392] [ 0.69826616 0.41026329 0.42136054 0.36557103 0.42889377] [ 0.72046731 0.36033673 0.65208917 0.23491061 0.485116 ] [ 0.65140663 0.42740252 0.60899388 0.37864635 0.4615066 ] [ 0.46954699 0.4532845 0.4434023 0.57653901 0.34949626] [ 0.45528642 0.51563685 0.46962078 0.46322133 0.52053083] [ 0.37356972 0.48934826 0.38884961 0.59674065 0.51558321] [ 0.54704868 0.50126154 0.42717337 0.34929847 0.45419 ] [ 0.33343474 0.63335343 0.4269289 0.74684125 0.64885179] [ 0.48390805 0.54264933 0.37279199 0.46288938 0.49202087] [ 0.34183883 0.44385734 0.42525233 0.73830438 0.643406 ] [ 0.60326419 0.52885771 0.54887904 0.50195462 0.47820376] [ 0.66972041 0.42084622 0.53842829 0.33060681 0.43698895] [ 0.18270773 0.48106392 0.42824813 0.86453465 0.54831924] [ 0.56489551 0.53877857 0.36089201 0.45978736 0.34826687] [ 0.615499 0.42583991 0.59862749 0.43040485 0.50014134] [ 0.2703012 0.64936305 0.28334608 0.71038787 0.50955519] [ 0.54778904 0.62811542 0.34447905 0.55788883 0.26435757] [ 0.55501627 0.52055733 0.41437112 0.50151756 0.34945144] [ 0.4815821 0.33556277 0.59426605 0.37777586 0.42836938] [ 0.59357377 0.44950571 0.54311845 0.32263398 0.46433367] [ 0.52572451 0.43361963 0.51749764 0.75093752 0.50731409] [ 0.84004685 0.38591846 0.6082871 0.34232428 0.42101892] [ 0.70626659 0.44619523 0.51720299 0.33480222 0.48938519] [ 0.7142488 0.40648804 0.58324091 0.32468437 0.3478002 ] [ 0.59309465 0.66833956 0.43983692 0.60277123 0.3564898 ] [ 0.52218963 0.53210507 0.57053637 0.74751437 0.35418586] [ 0.43944694 0.46034256 0.51790076 0.76289392 0.51054233] [ 0.86067311 0.33508606 0.55862091 0.1560498 0.28251976] [ 0.76209675 0.37064012 0.45861777 0.40537409 0.30206096] [ 0.31746398 0.64497836 0.44522049 0.79568715 0.50858519] [ 0.8038881 0.37862808 0.58439412 0.14322534 0.46078358] [ 0.41628046 0.58717997 0.65246837 0.5538602 0.55399246] [ 0.38021893 0.49392893 0.48496389 0.75299925 0.38606189] [ 0.38827307 0.57308659 0.38867769 0.42540538 0.40780122] [ 0.30494539 0.61749957 0.53440417 0.64373046 0.45437087] [ 0.77136996 0.39652925 0.56991368 0.29903945 0.48987375] [ 0.70054593 0.30249455 0.4862635 0.40934785 0.40402806] [ 0.63993098 0.51678749 0.57786779 0.48226712 0.43646137] [ 0.63804132 0.4452251 0.56924077 0.58569783 0.41567868] [ 0.1621044 0.56269314 0.50514154 0.79293931 0.68150574] [ 0.47379277 0.47979492 0.46155318 0.76028528 0.28763854] [ 0.48230896 0.41005368 0.53239737 0.65960397 0.40570781] [ 0.22166174 0.58524552 0.51252495 0.73542786 0.44435811] [ 0.65006814 0.56821974 0.45620207 0.51216374 0.30375375] [ 0.54308342 0.29830119 0.51209026 0.52629121 0.34269043] [ 0.18764263 0.70729 0.39272623 0.74667352 0.57350993] [ 0.74751486 0.37133707 0.65535659 0.27023993 0.50938036] [ 0.76598151 0.40728286 0.45139271 0.32168869 0.42904127] [ 0.78436092 0.33749173 0.39161811 0.39219938 0.3073181 ] [ 0.6072582 0.60851535 0.41740633 0.51558677 0.59258467] [ 0.3736511 0.70106752 0.40361844 0.78982403 0.5642786 ] [ 0.53050117 0.4800151 0.46321354 0.51118108 0.59628453] [ 0.49016525 0.59020211 0.36652521 0.69143637 0.3483794 ] [ 0.57771667 0.41418761 0.43392723 0.71746684 0.37004411] [ 0.75389836 0.46649053 0.31928332 0.26293485 0.31687293] Progress: 29.1% ... Training loss: 0.595 ... Validation loss: 1.024[ 0.34723618 0.64772745 0.31433992 0.70681265 0.52113741] [ 0.34723618 0.64772745 0.31433992 0.70681265 0.52113741] [ 0.47878648 0.38659581 0.61487584 0.41558234 0.54343887] [ 0.17003958 0.66128109 0.35126907 0.697644 0.49625429] [ 0.81368438 0.44325693 0.64082415 0.25308107 0.41405434] [ 0.77767622 0.37464551 0.5402109 0.23183963 0.40092426] [ 0.34639518 0.55787741 0.49742831 0.66789745 0.31753442] [ 0.31845111 0.61951076 0.51789464 0.85560724 0.47549322] [ 0.81096757 0.59987909 0.38274922 0.61859116 0.37900842] [ 0.64007466 0.39619332 0.65659017 0.34635662 0.36788052] [ 0.64076685 0.56216326 0.5600325 0.50311262 0.46388478] [ 0.24135976 0.42247346 0.51984941 0.75067744 0.46145345] [ 0.71536176 0.33409223 0.47852148 0.42932623 0.49901944] [ 0.48493098 0.50197951 0.54601052 0.50953636 0.60692114] [ 0.39032087 0.64459378 0.54786091 0.62170362 0.63848608] [ 0.63395756 0.44851603 0.50988191 0.31473466 0.49870509] [ 0.64498542 0.53772465 0.44114276 0.25343003 0.44739579] [ 0.79108673 0.28304347 0.52404477 0.38443638 0.41808387] [ 0.37772917 0.61463219 0.46905302 0.68861443 0.62770723] [ 0.68044485 0.31637425 0.53113785 0.41705 0.4329655 ] [ 0.82411003 0.47373088 0.44512512 0.19098302 0.37325951] [ 0.41038395 0.61993738 0.27975354 0.77217735 0.4653768 ] [ 0.84672995 0.36555443 0.44041038 0.23313333 0.28747677] [ 0.4707647 0.5043937 0.52480512 0.75256275 0.42236766] [ 0.37472001 0.45252134 0.48385205 0.67623971 0.48524034] [ 0.70294102 0.60592355 0.42681031 0.54207321 0.42598477] [ 0.82733254 0.39716697 0.47718704 0.26511583 0.33438712] [ 0.08637717 0.59643814 0.42793258 0.92475523 0.5221603 ] [ 0.36890996 0.44596687 0.32749577 0.56144734 0.43624862] [ 0.86153061 0.33702423 0.42432142 0.14769342 0.30262668] [ 0.22345206 0.6572078 0.41624298 0.79060678 0.45295957] [ 0.34713844 0.54637757 0.51973797 0.80767866 0.39778093] [ 0.27243394 0.60383114 0.48496846 0.65797995 0.55078447] [ 0.38768419 0.53101749 0.49751635 0.66961002 0.31897189] [ 0.72310033 0.61126852 0.47818305 0.52584688 0.34867634] [ 0.48103973 0.40780285 0.50216198 0.45792642 0.33340806] [ 0.65422747 0.49523395 0.4957323 0.36498088 0.40056532] [ 0.08986814 0.65355616 0.44536758 0.89585963 0.40608894] [ 0.8323857 0.42905172 0.50502597 0.24208254 0.27295105] [ 0.84206721 0.3555846 0.41373925 0.19473793 0.28357407] [ 0.71757549 0.41419197 0.57015187 0.37662512 0.33350751] [ 0.51019354 0.69107894 0.55766554 0.6555702 0.56635157] [ 0.47285206 0.55830292 0.6234576 0.49625813 0.49858515] [ 0.4968816 0.48970818 0.59318482 0.39757095 0.47807307] [ 0.15633555 0.53689242 0.4516468 0.8307683 0.47464041] [ 0.14152598 0.61013939 0.46150285 0.80819933 0.60856438] [ 0.76845276 0.43546109 0.38328195 0.37529831 0.33622673] [ 0.20567233 0.60285807 0.47173425 0.83343234 0.62062771] [ 0.16870886 0.66410743 0.36749829 0.69447244 0.48052456] [ 0.87685216 0.42004397 0.43887923 0.25294669 0.27607338] [ 0.83692614 0.38327913 0.46482416 0.32973799 0.36743614] [ 0.29635403 0.66460075 0.43921337 0.83410277 0.60063165] [ 0.40790974 0.44646722 0.50928349 0.55830066 0.59093121] [ 0.7054094 0.59410544 0.35106558 0.72528074 0.44599876] [ 0.34632325 0.50530985 0.49655678 0.7179753 0.35533774] [ 0.29153014 0.632938 0.40804336 0.75856382 0.4426011 ] [ 0.80043279 0.35303739 0.60183323 0.17217402 0.45204799] [ 0.38795043 0.42723478 0.42140242 0.79036637 0.49516862] [ 0.25871495 0.61937153 0.38059011 0.74261161 0.41807014] [ 0.5913798 0.51759513 0.49942469 0.49706862 0.47828697] [ 0.51846849 0.39303733 0.55415085 0.62414568 0.42570509] [ 0.42493997 0.43749473 0.53039215 0.7525472 0.32052208] [ 0.83087234 0.458858 0.49879598 0.32556097 0.38117915] [ 0.12611971 0.62191746 0.44118274 0.87740364 0.40365488] [ 0.45030654 0.58415397 0.47791211 0.63319036 0.57445998] [ 0.25653145 0.63984898 0.47195647 0.75830963 0.54120236] [ 0.60175858 0.41926765 0.54707131 0.56243056 0.36204174] [ 0.67526476 0.47478005 0.40558076 0.46063369 0.48952065] [ 0.25589767 0.53406232 0.50113598 0.77600409 0.5593183 ] [ 0.51033808 0.5959221 0.46984936 0.68872977 0.42960968] [ 0.67332424 0.54179474 0.54658457 0.34569188 0.42909962] [ 0.62002593 0.60200934 0.47971028 0.4567792 0.61343118] [ 0.39302628 0.54669737 0.53026898 0.7595183 0.49013335] [ 0.12918228 0.54050614 0.50469413 0.82901648 0.4837011 ] [ 0.28104681 0.56132217 0.55932565 0.80066565 0.55344608] [ 0.68238517 0.44455025 0.63967498 0.24070018 0.48779903] [ 0.52395865 0.42395652 0.63153387 0.41868658 0.59542495] [ 0.38601755 0.48291124 0.51624451 0.54322418 0.51677269] [ 0.65850747 0.52493909 0.4766105 0.47888369 0.5006603 ] [ 0.86792494 0.37927267 0.6253904 0.15036389 0.38426655] [ 0.73665886 0.38142892 0.60666146 0.10470776 0.50403252] [ 0.17122613 0.62549156 0.40534731 0.85715799 0.45671685] [ 0.84377008 0.36056042 0.65424403 0.16785295 0.40115558] [ 0.59162293 0.61786734 0.30951589 0.63065114 0.46087328] [ 0.74478599 0.44354135 0.42829194 0.3851665 0.35299457] [ 0.67327154 0.40434257 0.5163318 0.39390691 0.57870266] [ 0.47370513 0.51586169 0.41635745 0.48613873 0.44334043] [ 0.47033243 0.64393208 0.5064771 0.46226031 0.39726959] [ 0.79547951 0.3896572 0.57423219 0.30020212 0.36136128] [ 0.78175759 0.53513272 0.38993448 0.3895162 0.3085657 ] [ 0.54174097 0.56203394 0.62664192 0.49783077 0.4176976 ] [ 0.1953236 0.58158507 0.43643296 0.72992606 0.50296215] [ 0.45941972 0.44568879 0.5011017 0.67121611 0.39458306] [ 0.69800711 0.37968813 0.36268108 0.34057421 0.39817136] [ 0.55542258 0.54290968 0.47541314 0.44749388 0.31617979] [ 0.42110626 0.64882844 0.52388017 0.77376917 0.55094828] [ 0.37929503 0.70498798 0.30683281 0.78389918 0.53535174] [ 0.70038705 0.41938102 0.65606869 0.24144461 0.52418092] [ 0.76075657 0.42710542 0.58780367 0.44607296 0.31489194] [ 0.68922573 0.37714466 0.65611474 0.34300374 0.44973063] [ 0.71215452 0.55276541 0.39573273 0.51279207 0.4137775 ] [ 0.19674238 0.62937022 0.39390075 0.91273054 0.44481566] [ 0.50374979 0.51471238 0.38109855 0.51186835 0.3795342 ] [ 0.13933079 0.61026354 0.49813716 0.82401144 0.63609674] [ 0.50280794 0.57564578 0.37095967 0.56588809 0.50839962] [ 0.58653578 0.63145308 0.43365498 0.59137629 0.36247332] [ 0.51869702 0.52739046 0.52842613 0.76128709 0.4539719 ] [ 0.66008298 0.28978366 0.46109516 0.41806928 0.4314796 ] [ 0.57210196 0.35114436 0.54260847 0.43917882 0.38063914] [ 0.57512909 0.65814604 0.28756156 0.59339233 0.37284503] [ 0.28853563 0.63347364 0.49855925 0.77284619 0.5252588 ] [ 0.64287124 0.39344693 0.51782933 0.3916645 0.43495452] [ 0.71631217 0.36475515 0.46929872 0.40371453 0.49104823] [ 0.77527506 0.3880508 0.41933179 0.26591393 0.33651368] [ 0.69105836 0.34173091 0.72284034 0.22664672 0.55165558] [ 0.70466392 0.36273747 0.47732442 0.32262391 0.33808828] [ 0.37695494 0.5494775 0.3891243 0.69658977 0.43595768] [ 0.76496719 0.5515072 0.45931441 0.33953512 0.40634757] [ 0.27898038 0.55810841 0.43127088 0.69786952 0.46517583] [ 0.57577976 0.497214 0.51878192 0.70664469 0.40788528] [ 0.76759973 0.45938048 0.63939422 0.16650057 0.4121107 ] [ 0.51069508 0.45622623 0.68441059 0.6332694 0.4837411 ] [ 0.47880563 0.42491913 0.42157987 0.56936404 0.46986437] [ 0.47947037 0.33785994 0.67004378 0.63900848 0.48660238] [ 0.74413383 0.42494455 0.57187468 0.24318588 0.51644596] [ 0.42421141 0.59840958 0.53565357 0.50987261 0.67369664] [ 0.56650249 0.39538964 0.62793187 0.51537883 0.33134263] [ 0.24052428 0.68080385 0.35821729 0.72079045 0.49343203] Progress: 29.1% ... Training loss: 0.594 ... Validation loss: 1.022[ 0.84640731 0.32156611 0.65026048 0.1436123 0.29766549] [ 0.09996469 0.49611991 0.4164193 0.92302065 0.64607456] [ 0.46131584 0.51507657 0.37228512 0.65991187 0.38095417] [ 0.83877855 0.40316612 0.56113378 0.17364623 0.32009469] [ 0.91793898 0.42238205 0.45228052 0.1826742 0.27207548] [ 0.52143626 0.40270499 0.56857351 0.6757908 0.46998425] [ 0.65485892 0.40169867 0.38027953 0.49115937 0.5469357 ] [ 0.53959154 0.48855682 0.44734783 0.35702667 0.36318129] [ 0.38688994 0.56149711 0.28217141 0.72570838 0.50854247] [ 0.70858912 0.35046101 0.53920543 0.4374093 0.50694499] [ 0.38118697 0.52720385 0.55593183 0.78610073 0.39431792] [ 0.21470459 0.58601936 0.48230027 0.82636185 0.49414764] [ 0.6394692 0.35737056 0.54800244 0.4822487 0.43096349] [ 0.22356274 0.58388902 0.46780988 0.86414246 0.48258493] [ 0.65578522 0.4209821 0.47697961 0.44429983 0.49513457] [ 0.3795292 0.56643623 0.50076413 0.47810921 0.57857607] [ 0.83210701 0.35896455 0.66247975 0.19221057 0.41425923] [ 0.79247375 0.36018818 0.59296115 0.2611626 0.45909178] [ 0.66847938 0.59138771 0.49732006 0.47316141 0.31861169] [ 0.50148264 0.55796347 0.51565127 0.65212343 0.362791 ] [ 0.7302732 0.41971269 0.60492671 0.42533444 0.43137259] [ 0.54205251 0.51645084 0.4164616 0.45247473 0.37582318] [ 0.21704035 0.50111807 0.44243701 0.865369 0.57088866] [ 0.57869588 0.41224222 0.46328211 0.5624646 0.37197658] [ 0.61082375 0.45455955 0.41133058 0.44062336 0.62254619] [ 0.39064069 0.60356397 0.43495554 0.78183004 0.59835739] [ 0.77237538 0.36142414 0.48181641 0.29988451 0.31936711] [ 0.35489112 0.52879745 0.48585415 0.42440343 0.62550367] [ 0.69359944 0.51857546 0.56165785 0.53362081 0.36976661] [ 0.31781452 0.48029901 0.45213288 0.74920303 0.67610832] [ 0.6881793 0.5796931 0.54018249 0.54137062 0.43290253] [ 0.70413715 0.50257658 0.44450935 0.53021114 0.39811942] [ 0.62740745 0.49856933 0.44854669 0.43169595 0.49558376] [ 0.44128203 0.38330392 0.44684369 0.6949822 0.44203711] [ 0.43868338 0.56300039 0.54665509 0.52674731 0.55007746] [ 0.44159392 0.57704581 0.46787175 0.61391638 0.58192754] [ 0.6183503 0.56223519 0.55668502 0.40861267 0.42368499] [ 0.41239041 0.60360345 0.35101986 0.68784798 0.36496215] [ 0.82753672 0.39694252 0.47729254 0.26495879 0.33431186] [ 0.4272028 0.56758215 0.38845492 0.63077451 0.51522522] [ 0.46337726 0.53560916 0.45670891 0.6844804 0.44642203] [ 0.60342073 0.58746236 0.61859538 0.51401019 0.43740367] [ 0.70666857 0.50561737 0.56229583 0.37599343 0.56023526] [ 0.53017856 0.4257143 0.6139473 0.79392847 0.40301967] [ 0.44207458 0.55916394 0.48510598 0.67659557 0.49718781] [ 0.58484355 0.625186 0.39875677 0.59457926 0.54047341] [ 0.46131584 0.51507657 0.37228512 0.65991187 0.38095417] [ 0.56218079 0.5028881 0.48744264 0.37654843 0.60522322] [ 0.28489568 0.6071071 0.46657546 0.55813947 0.60579761] [ 0.26791467 0.47130443 0.51906004 0.52694122 0.66432258] [ 0.82018238 0.49566361 0.45310588 0.29331493 0.45463621] [ 0.38641965 0.59535616 0.61000562 0.6597523 0.55144556] [ 0.40352524 0.46292489 0.40320895 0.47933719 0.45264971] [ 0.31834586 0.56961539 0.52953066 0.85020268 0.55524646] [ 0.88032465 0.44761873 0.52113018 0.17385936 0.40129073] [ 0.51224081 0.48855534 0.4610267 0.65093966 0.35755176] [ 0.82953423 0.37849787 0.50574165 0.24495957 0.44915311] [ 0.41517506 0.48395324 0.50929989 0.69837023 0.32319802] [ 0.55970755 0.50214627 0.56957281 0.50906336 0.58285749] [ 0.90280744 0.28306028 0.54135581 0.11426745 0.36334152] [ 0.40307981 0.57697747 0.40523247 0.69762118 0.41612509] [ 0.32018963 0.6559878 0.51551175 0.77116498 0.58667508] [ 0.45976589 0.40428508 0.49656394 0.74579377 0.49762568] [ 0.55373724 0.52110117 0.41414966 0.5023313 0.34962845] [ 0.75069273 0.44763917 0.42534038 0.32157496 0.30537751] [ 0.69583728 0.42066925 0.58079545 0.31410985 0.4032152 ] [ 0.32843793 0.50831552 0.44589457 0.6626014 0.43250931] [ 0.12370226 0.59621376 0.45906736 0.81125333 0.65024096] [ 0.9262491 0.28276244 0.49883321 0.12532302 0.27325809] [ 0.31974553 0.50375286 0.51274624 0.55072095 0.60357317] [ 0.32411126 0.6072104 0.43390966 0.7690767 0.45619861] [ 0.73990466 0.46303773 0.48990427 0.39186716 0.36060882] [ 0.824436 0.5406454 0.45932343 0.43007008 0.41948213] [ 0.8665538 0.27516319 0.59900856 0.13529663 0.44972352] [ 0.82013621 0.33857563 0.56280715 0.23937347 0.42010167] [ 0.45132071 0.66767081 0.43285472 0.57128675 0.42222362] [ 0.80433439 0.4534142 0.63298182 0.12594845 0.4995351 ] [ 0.62496657 0.48120569 0.38071955 0.48947332 0.36556921] [ 0.34155692 0.64074732 0.40095433 0.63610607 0.37710536] [ 0.16396197 0.50656992 0.49788434 0.75355564 0.51330346] [ 0.44420697 0.54552026 0.55298559 0.74488506 0.48984652] [ 0.82775332 0.50582223 0.6002961 0.19234826 0.49896251] [ 0.59589714 0.38004289 0.64408745 0.32719602 0.49001955] [ 0.86650372 0.41179578 0.52488243 0.19356249 0.41210067] [ 0.92114888 0.29234772 0.64495755 0.13824119 0.39140408] [ 0.48381381 0.44326747 0.5262966 0.63316617 0.35646293] [ 0.61121712 0.40782765 0.45983716 0.33284783 0.49668524] [ 0.67835639 0.47858179 0.47700011 0.41352651 0.34991617] [ 0.33879574 0.53990425 0.5676838 0.78401188 0.47800629] [ 0.51682991 0.43126488 0.51738807 0.60009884 0.36213944] [ 0.7346136 0.3514533 0.45256593 0.45329628 0.4974518 ] [ 0.44188205 0.4703239 0.48670481 0.72637696 0.31528311] [ 0.11627136 0.70199037 0.33688803 0.90081427 0.56735462] [ 0.1835061 0.60045975 0.47792941 0.83861564 0.68229889] [ 0.22623971 0.48149558 0.44083559 0.89919792 0.57472526] [ 0.51092272 0.52983298 0.47748743 0.78950815 0.41791595] [ 0.74256503 0.49783192 0.50183972 0.24380935 0.42423206] [ 0.24307782 0.49514651 0.52909752 0.76696501 0.52449439] [ 0.35833533 0.46849616 0.40063162 0.45627697 0.52030637] [ 0.7132416 0.53296147 0.39339518 0.37675801 0.48066515] [ 0.12669769 0.64560971 0.33179053 0.88319093 0.49583707] [ 0.15940183 0.64427359 0.43926647 0.8168642 0.58693814] [ 0.34398481 0.56010249 0.51745231 0.73770592 0.37618603] [ 0.62642502 0.38205417 0.7106927 0.43492105 0.50510277] [ 0.77743327 0.31353963 0.50299957 0.23579852 0.4110714 ] [ 0.59279632 0.54617873 0.55644743 0.28456731 0.4759337 ] [ 0.13390981 0.54969261 0.53405365 0.9238987 0.66250067] [ 0.57446083 0.44486364 0.4944302 0.35923317 0.55152076] [ 0.75438656 0.41448859 0.56285763 0.31702814 0.429897 ] [ 0.18988855 0.46937663 0.35768602 0.81667809 0.51126217] [ 0.8435325 0.30096631 0.5270515 0.18331471 0.35585815] [ 0.41692986 0.47577791 0.51549088 0.42259852 0.43986995] [ 0.62915263 0.49221097 0.38882472 0.38750636 0.32568598] [ 0.36903128 0.53836888 0.40062233 0.7206367 0.38343974] [ 0.78786651 0.37535812 0.60753118 0.34432162 0.40895979] [ 0.54210728 0.48706595 0.46644637 0.43827061 0.37646365] [ 0.49948351 0.53138521 0.43368906 0.78555455 0.41415571] [ 0.60289391 0.52899244 0.54882598 0.50220718 0.47824797] [ 0.44230516 0.56811044 0.3834677 0.52773811 0.39231225] [ 0.53302878 0.51851313 0.5138745 0.54141456 0.60789382] [ 0.73042722 0.33901559 0.4077054 0.29029712 0.3298006 ] [ 0.53837493 0.56361826 0.54160989 0.47389372 0.34840816] [ 0.85543041 0.46259063 0.44398371 0.33451175 0.3523366 ] [ 0.53357377 0.5114247 0.36057208 0.67121602 0.39688501] [ 0.29505342 0.50973978 0.51661103 0.85196753 0.52906267] [ 0.78694454 0.44220088 0.45054459 0.39792675 0.36275651] [ 0.4167912 0.54946572 0.51534377 0.55032647 0.52459366] [ 0.87943473 0.36858199 0.66019589 0.15448041 0.45350938] Progress: 29.1% ... Training loss: 0.594 ... Validation loss: 1.023[ 0.24441081 0.69933315 0.42501398 0.75035633 0.57841213] [ 0.2692823 0.52955667 0.47867614 0.63343323 0.42585461] [ 0.2873838 0.70530077 0.38934643 0.8061898 0.44907045] [ 0.46653523 0.49364314 0.51995073 0.69144843 0.38678872] [ 0.3194971 0.69973262 0.4625762 0.82319367 0.60402387] [ 0.58641569 0.4173335 0.56174874 0.33292675 0.48176466] [ 0.4635271 0.44518222 0.49945099 0.62642976 0.46703346] [ 0.5632981 0.45255121 0.56367186 0.61683562 0.43413462] [ 0.32386816 0.59959622 0.45727486 0.8329246 0.49571414] [ 0.58565884 0.47164352 0.63970983 0.57862018 0.37860099] [ 0.71877918 0.42554698 0.59195743 0.42776055 0.37589857] [ 0.47494702 0.62940333 0.45356468 0.52362888 0.64883134] [ 0.53233571 0.54711163 0.43130433 0.39587338 0.48104231] [ 0.34120935 0.70409199 0.30904449 0.76745158 0.47657056] [ 0.45869576 0.52004568 0.46575522 0.44434613 0.44988399] [ 0.7648259 0.35056525 0.57877566 0.22707616 0.33841371] [ 0.32724072 0.46809402 0.41448697 0.83629393 0.50930894] [ 0.27719719 0.51036708 0.51372878 0.8616565 0.58608387] [ 0.28567645 0.42162692 0.5339415 0.76232208 0.45266155] [ 0.64501589 0.33714872 0.30288299 0.32586952 0.39115958] [ 0.86560929 0.2453243 0.71601402 0.14485499 0.45894885] [ 0.18376128 0.68843404 0.38846105 0.92437291 0.6645789 ] [ 0.51060566 0.59508047 0.36186933 0.5991416 0.4505858 ] [ 0.37313557 0.57428533 0.47143 0.56210706 0.46022906] [ 0.73804757 0.3912631 0.69867376 0.19277987 0.41609843] [ 0.5316801 0.55550418 0.51463761 0.60597793 0.49308616] [ 0.51558858 0.3866671 0.53580795 0.61671148 0.32158608] [ 0.36737001 0.69397306 0.40090968 0.81882386 0.50229268] [ 0.53696658 0.41655014 0.43846606 0.68491955 0.30765203] [ 0.46731671 0.56967883 0.39460322 0.51436493 0.46678477] [ 0.56633973 0.63891497 0.41438199 0.56375673 0.39462278] [ 0.65335421 0.44261068 0.65168288 0.45287614 0.34311395] [ 0.35003041 0.54192186 0.48409252 0.87864597 0.44406806] [ 0.58617664 0.3305243 0.60131559 0.40003452 0.51452814] [ 0.67884503 0.32824497 0.66403916 0.40330625 0.31792487] [ 0.31332947 0.6568562 0.39561709 0.71584762 0.37953735] [ 0.07556513 0.63383408 0.36344358 0.91119918 0.52826772] [ 0.42384365 0.68883259 0.32491427 0.68094933 0.34530708] [ 0.31551817 0.41502664 0.43265727 0.76928864 0.42507277] [ 0.609916 0.43007524 0.44072278 0.63139204 0.34834579] [ 0.83213689 0.42431138 0.54907708 0.30270669 0.42684984] [ 0.49163485 0.6056152 0.39019302 0.57034998 0.34273588] [ 0.51929659 0.39821265 0.44811165 0.65349401 0.54426945] [ 0.71227985 0.35231688 0.53467538 0.21267086 0.47043397] [ 0.16252746 0.62910794 0.44089772 0.91312972 0.65130962] [ 0.28664942 0.50469017 0.47361396 0.53810623 0.60139116] [ 0.4048017 0.68298216 0.29485463 0.69353439 0.36776705] [ 0.20948198 0.59973848 0.45108874 0.74825374 0.4531103 ] [ 0.27597092 0.73041137 0.28262865 0.83202254 0.53310887] [ 0.62297534 0.61524684 0.512392 0.58333332 0.42241362] [ 0.19159098 0.64569969 0.46496955 0.77768329 0.53060005] [ 0.58556873 0.56099949 0.35685135 0.71902736 0.45726529] [ 0.37313557 0.57428533 0.47143 0.56210706 0.46022906] [ 0.19127542 0.71175006 0.41885379 0.7387431 0.41242469] [ 0.29685488 0.58007034 0.53889489 0.73217283 0.51249859] [ 0.89197599 0.38844174 0.53507883 0.2708581 0.34128043] [ 0.64800027 0.41859588 0.55252255 0.44637281 0.47540309] [ 0.34572179 0.60235289 0.62945026 0.73054105 0.60583603] [ 0.28241126 0.57266302 0.50900379 0.66658498 0.41726359] [ 0.73265269 0.34728668 0.58612587 0.23802717 0.5322267 ] [ 0.16975114 0.58574921 0.46374565 0.82017096 0.61255562] [ 0.27796534 0.68524123 0.41784649 0.77479564 0.4744666 ] [ 0.63476196 0.53607333 0.58650796 0.47631813 0.49323091] [ 0.81465602 0.4053935 0.3961039 0.41234076 0.39562213] [ 0.58803984 0.61736437 0.45976924 0.52355859 0.48914899] [ 0.45630331 0.554631 0.56441375 0.47633744 0.57010403] [ 0.32252927 0.67834743 0.40424049 0.79240077 0.50837419] [ 0.44418536 0.40938642 0.59493803 0.39425373 0.52233269] [ 0.37399298 0.58888586 0.52554964 0.65662864 0.43353372] [ 0.78334771 0.45478289 0.59927349 0.43814202 0.35791518] [ 0.49428497 0.44958705 0.44973353 0.65508826 0.29186217] [ 0.4376859 0.58425929 0.60488798 0.56751586 0.62358365] [ 0.35274102 0.58941538 0.51483331 0.84298305 0.5631835 ] [ 0.40815432 0.61387348 0.37861581 0.61616906 0.45643495] [ 0.56208925 0.4145729 0.55803799 0.34942816 0.49518896] [ 0.46653523 0.49364314 0.51995073 0.69144843 0.38678872] [ 0.49374376 0.56841154 0.46006459 0.65610464 0.30191964] [ 0.74037175 0.4874561 0.49744003 0.30699831 0.45169904] [ 0.74037175 0.4874561 0.49744003 0.30699831 0.45169904] [ 0.81125809 0.35484839 0.40174319 0.22671293 0.30707539] [ 0.47628149 0.57530111 0.44613844 0.62415286 0.59088485] [ 0.72710651 0.49834758 0.4405033 0.45708795 0.3548868 ] [ 0.18531267 0.54938517 0.49689532 0.75729247 0.49467039] [ 0.70620781 0.4619462 0.58933406 0.22718555 0.56119001] [ 0.45813126 0.56536089 0.46078121 0.57585334 0.39200893] [ 0.39479309 0.49070992 0.48680473 0.67450303 0.61113646] [ 0.46101934 0.57269044 0.48392083 0.41008456 0.36179923] [ 0.15398064 0.60304337 0.46763157 0.78993658 0.63421752] [ 0.53326985 0.58862905 0.46246191 0.69220388 0.58698735] [ 0.66746262 0.46825383 0.53270775 0.54699151 0.4269591 ] [ 0.56877284 0.44350852 0.48498644 0.19764899 0.43801417] [ 0.23434017 0.57843073 0.48953321 0.81091164 0.61381338] [ 0.41011288 0.39267302 0.55016853 0.57821538 0.44436606] [ 0.82586533 0.44885601 0.57061045 0.31527531 0.4039569 ] [ 0.18325918 0.50771688 0.5331099 0.70111251 0.56973388] [ 0.65234091 0.52794091 0.26095886 0.43737729 0.38210821] [ 0.29931873 0.56820783 0.45790511 0.79038534 0.56770008] [ 0.77768411 0.49400255 0.56118158 0.23834507 0.52790545] [ 0.15237129 0.69666472 0.41695779 0.80521234 0.62240754] [ 0.68051468 0.49404327 0.56258399 0.3329793 0.44396188] [ 0.43328662 0.342129 0.63234677 0.58739993 0.57681045] [ 0.55544209 0.53110813 0.59895577 0.500393 0.45761232] [ 0.59954538 0.49044724 0.41975146 0.43929664 0.39120259] [ 0.56015977 0.54248172 0.40423519 0.42602566 0.388562 ] [ 0.65470279 0.57030469 0.56339232 0.28698651 0.56683838] [ 0.37676157 0.42190319 0.54356207 0.46927255 0.59617591] [ 0.67747017 0.46408851 0.4559873 0.32526953 0.2991683 ] [ 0.4653372 0.6619644 0.40340755 0.77687276 0.51975542] [ 0.61487053 0.50031501 0.56712761 0.43914401 0.55251432] [ 0.80320709 0.3486863 0.5218994 0.23932554 0.36643498] [ 0.55468397 0.47953127 0.53521397 0.42728575 0.57240254] [ 0.6078749 0.47097783 0.65295331 0.39544088 0.51523789] [ 0.88409411 0.25279656 0.62810988 0.2937864 0.3684194 ] [ 0.74009805 0.29562144 0.43389503 0.42231941 0.37835177] [ 0.4192611 0.49146446 0.44933717 0.45866735 0.58774246] [ 0.55334057 0.47799974 0.45613125 0.75801518 0.33656476] [ 0.8486407 0.28439949 0.57993515 0.11172705 0.43444129] [ 0.29378873 0.57350294 0.28772014 0.7713538 0.59966893] [ 0.64150741 0.34615383 0.47444451 0.43721846 0.61392084] [ 0.84626544 0.38935804 0.55701525 0.20283833 0.29468895] [ 0.17020565 0.66163497 0.35109115 0.69777095 0.49642481] [ 0.22244831 0.48530295 0.39631529 0.62610627 0.77653713] [ 0.48734417 0.62436933 0.54903881 0.57158435 0.44114139] [ 0.25000439 0.44390507 0.55254619 0.71307825 0.65760047] [ 0.47660725 0.57087795 0.5433876 0.52672841 0.51044066] [ 0.42364851 0.52570231 0.44750758 0.67546245 0.58915607] [ 0.86771855 0.32877379 0.52166701 0.24600571 0.40916154] [ 0.78750406 0.40924243 0.58812699 0.29071144 0.46432958] Progress: 29.2% ... Training loss: 0.594 ... Validation loss: 1.015[ 0.42156809 0.51321476 0.46943418 0.46638128 0.44719732] [ 0.24981855 0.60558492 0.40106794 0.56428888 0.48882739] [ 0.35203599 0.532206 0.52586072 0.78376354 0.59275399] [ 0.45693017 0.62864359 0.31523763 0.45163545 0.47773937] [ 0.80223412 0.43414067 0.41512476 0.21908999 0.3075759 ] [ 0.15486089 0.62726036 0.35213182 0.8255544 0.59410929] [ 0.67144046 0.39388215 0.62351334 0.33878769 0.35981395] [ 0.74446293 0.53133967 0.56480244 0.22742227 0.45180411] [ 0.74085022 0.28289661 0.56955301 0.28770278 0.37074283] [ 0.4623675 0.44570504 0.4992266 0.62707786 0.46721482] [ 0.32419218 0.38709016 0.50427439 0.70178175 0.47383155] [ 0.62456397 0.46051818 0.49535518 0.48557297 0.42965152] [ 0.76926095 0.47720511 0.58904994 0.2954174 0.35253344] [ 0.15229116 0.63228084 0.43600375 0.80511923 0.57135734] [ 0.58516954 0.51886737 0.46501505 0.42567543 0.38034388] [ 0.7367473 0.51734676 0.50112577 0.57434331 0.35032612] [ 0.46122909 0.58285128 0.56680881 0.6103379 0.61826337] [ 0.57837966 0.37690874 0.54090185 0.42583876 0.49008366] [ 0.49171505 0.48965991 0.56239674 0.30384923 0.3696999 ] [ 0.88386874 0.48412219 0.55132824 0.33672897 0.35947796] [ 0.24538628 0.51274192 0.46237512 0.81444289 0.38938414] [ 0.13621332 0.53344134 0.46487491 0.87163104 0.53618639] [ 0.2913432 0.53682001 0.35891972 0.93003321 0.41762579] [ 0.20685153 0.55805431 0.64248595 0.81372542 0.42000384] [ 0.17685781 0.68607059 0.33221239 0.89635512 0.46576148] [ 0.26919616 0.63694016 0.41996001 0.82281572 0.5748462 ] [ 0.40949371 0.56445971 0.46065428 0.49762031 0.46232866] [ 0.7328924 0.38070554 0.47678813 0.19920204 0.28620393] [ 0.79593534 0.41039051 0.58335994 0.24659022 0.44291327] [ 0.66950075 0.53328719 0.5133911 0.46766773 0.4238652 ] [ 0.70111396 0.41882046 0.46364365 0.21440887 0.24238496] [ 0.73013325 0.41818035 0.45448492 0.33862795 0.52092339] [ 0.77276464 0.4864165 0.43649461 0.31265914 0.4361747 ] [ 0.83158673 0.30542259 0.54146079 0.24168898 0.45301899] [ 0.72936708 0.52011444 0.32404681 0.26585769 0.30852478] [ 0.39053504 0.53607107 0.45879001 0.63456553 0.36772628] [ 0.19680451 0.69820138 0.44456782 0.72865289 0.4976917 ] [ 0.46546733 0.62359965 0.42477359 0.58681194 0.34640864] [ 0.57293503 0.39239456 0.50459431 0.64946391 0.39793268] [ 0.56415692 0.37263343 0.57585102 0.51967308 0.48718445] [ 0.4825257 0.44666758 0.58674465 0.65478729 0.55374436] [ 0.16416755 0.50664106 0.49782402 0.75372648 0.51335556] [ 0.45513302 0.47372111 0.42857352 0.70564636 0.31193969] [ 0.75177739 0.55420679 0.49638355 0.33829004 0.39710818] [ 0.74666675 0.52274403 0.64588441 0.4193921 0.35017539] [ 0.41160099 0.4203146 0.59162426 0.58662407 0.46646026] [ 0.74959613 0.37040967 0.59791084 0.22636363 0.34804928] [ 0.43725597 0.48630264 0.64907782 0.68140297 0.51717007] [ 0.35216165 0.53425029 0.50619155 0.64717377 0.32164941] [ 0.71601208 0.45555307 0.581408 0.51778037 0.45427993] [ 0.64843687 0.59498019 0.37491317 0.38319393 0.45440231] [ 0.82072821 0.29130433 0.42642541 0.25593929 0.29188653] [ 0.47749858 0.56318308 0.55109527 0.57209736 0.48905358] [ 0.61277222 0.32273185 0.65807519 0.56908393 0.36290736] [ 0.61755515 0.40453493 0.58569628 0.56815405 0.43629065] [ 0.5124309 0.48877555 0.46090637 0.65119078 0.35763784] [ 0.47901487 0.58043581 0.49499107 0.57284831 0.44509215] [ 0.43999525 0.60171541 0.41850882 0.75258746 0.4456902 ] [ 0.38007278 0.61327808 0.43052715 0.54776499 0.64205382] [ 0.42948497 0.52792307 0.50573444 0.65601798 0.47882138] [ 0.19720517 0.50416744 0.46704189 0.83657415 0.54540177] [ 0.19066149 0.64642746 0.46458592 0.77844048 0.53096804] [ 0.25213621 0.70429724 0.3962797 0.80828491 0.36174185] [ 0.38068131 0.70965618 0.36028986 0.80399432 0.41651674] [ 0.6769574 0.49591561 0.62612712 0.38173445 0.36387639] [ 0.8642072 0.36750482 0.61667679 0.14289509 0.31159933] [ 0.47487875 0.56599708 0.50491414 0.46846999 0.42604667] [ 0.16096911 0.6412032 0.37058038 0.8579578 0.52453702] [ 0.51408128 0.55123701 0.41331631 0.51278749 0.40894133] [ 0.46692937 0.40659122 0.49844725 0.5571622 0.41102262] [ 0.3064029 0.57043049 0.44110365 0.71169638 0.39570679] [ 0.28237137 0.60224915 0.42749615 0.80026485 0.31843465] [ 0.7342426 0.56899236 0.50796158 0.41433721 0.37022801] [ 0.59049202 0.54533566 0.45500281 0.3436195 0.48832645] [ 0.29489216 0.57204932 0.38122609 0.68321249 0.46076696] [ 0.24249674 0.54050413 0.47567439 0.79862889 0.44083658] [ 0.62710738 0.43507671 0.53990705 0.35849385 0.46751642] [ 0.2880378 0.50953081 0.47322272 0.79370997 0.57803656] [ 0.31329918 0.69019348 0.45272062 0.73434757 0.58801899] [ 0.81914395 0.43970218 0.54936539 0.15540648 0.37561206] [ 0.3073437 0.490898 0.40737099 0.75012853 0.45574754] [ 0.21386702 0.64604717 0.39526881 0.84883357 0.45156933] [ 0.18834895 0.61179315 0.43829524 0.87126963 0.45977494] [ 0.42022661 0.48199559 0.4186333 0.52769768 0.39176893] [ 0.66335361 0.58434005 0.38101057 0.48789269 0.32035102] [ 0.24201725 0.66689042 0.36481486 0.68600683 0.40910638] [ 0.81571361 0.30427187 0.6327846 0.28009009 0.36515132] [ 0.50880645 0.57827215 0.38579051 0.58816004 0.28159033] [ 0.29509175 0.47775532 0.63551193 0.79183045 0.55293469] [ 0.65706876 0.54036085 0.4937286 0.38115791 0.49071284] [ 0.44932421 0.4462021 0.56640674 0.54902684 0.49448047] [ 0.59498831 0.45424038 0.58381821 0.56485687 0.49985328] [ 0.33357788 0.67264297 0.48194506 0.78042518 0.58539326] [ 0.39487921 0.48052966 0.62827029 0.68589061 0.55980121] [ 0.64147481 0.64828418 0.50815343 0.53471026 0.40888154] [ 0.63035584 0.5270375 0.46340605 0.47679248 0.4294795 ] [ 0.32889765 0.43200064 0.49312135 0.76539441 0.47892082] [ 0.24439211 0.67800594 0.4203345 0.75623868 0.44230834] [ 0.22284237 0.68860081 0.3664239 0.83655953 0.41459033] [ 0.71906681 0.4760691 0.69643425 0.36294512 0.38443171] [ 0.50789095 0.44068845 0.57618298 0.42530167 0.50165645] [ 0.54651095 0.453049 0.42392305 0.49811912 0.4708133 ] [ 0.28595992 0.56164135 0.5356947 0.68041965 0.50400198] [ 0.73404504 0.39492449 0.44574035 0.27381733 0.39823379] [ 0.85996151 0.37877691 0.51314093 0.20346093 0.32771644] [ 0.86434793 0.4841193 0.57437811 0.29381553 0.39326636] [ 0.27600349 0.48007516 0.50893241 0.66076666 0.6413072 ] [ 0.45333801 0.52405963 0.45261883 0.7778001 0.40906413] [ 0.2739934 0.47047949 0.5084716 0.63175933 0.61459865] [ 0.70613099 0.31136948 0.44180328 0.63395187 0.39251397] [ 0.49338621 0.41383236 0.60067496 0.46736842 0.66029001] [ 0.53139896 0.60896126 0.38425404 0.48126823 0.43428797] [ 0.75228704 0.44330682 0.52385654 0.23504465 0.43525037] [ 0.78538449 0.26993891 0.63365004 0.20340674 0.38641859] [ 0.75400741 0.51161433 0.4447569 0.3983873 0.37425586] [ 0.39152477 0.46326042 0.5495799 0.60965122 0.41750437] [ 0.6617257 0.46083325 0.559491 0.69589635 0.39295373] [ 0.68247042 0.39680781 0.63527298 0.46326382 0.46183622] [ 0.31686484 0.5479522 0.48943754 0.83102234 0.48904687] [ 0.66973268 0.46196268 0.66159078 0.28873914 0.47729147] [ 0.50898335 0.41337127 0.45427635 0.62661086 0.62720679] [ 0.45607591 0.38796902 0.52811893 0.58844568 0.528462 ] [ 0.21036876 0.61173986 0.48774284 0.69854519 0.48707381] [ 0.10394439 0.59021761 0.42590574 0.92907943 0.55549281] [ 0.21278479 0.55176161 0.47582383 0.82995376 0.67219945] [ 0.28053918 0.55418576 0.39553161 0.59041575 0.58489666] [ 0.5033357 0.50651268 0.52939668 0.63972488 0.5325475 ] [ 0.29782556 0.54745778 0.41439221 0.5367441 0.51523404] Progress: 29.2% ... Training loss: 0.593 ... Validation loss: 1.014[ 0.60262211 0.57477035 0.42033513 0.65381858 0.53131383] [ 0.63745349 0.38367854 0.6368149 0.55621594 0.44014866] [ 0.35229518 0.69462735 0.42382917 0.76509548 0.36182199] [ 0.60282349 0.39173735 0.65931689 0.68703773 0.42288413] [ 0.32498123 0.53047844 0.50006117 0.62494666 0.59435466] [ 0.62584008 0.57805148 0.43167889 0.51844265 0.34546009] [ 0.47949221 0.5102085 0.42995365 0.56980663 0.33015103] [ 0.67995602 0.60037066 0.50292973 0.65665897 0.40825808] [ 0.61277551 0.49785376 0.45037203 0.63075343 0.4940627 ] [ 0.58092428 0.63836238 0.46788978 0.31699931 0.45776905] [ 0.84199437 0.45669977 0.54803117 0.25489047 0.43684714] [ 0.7228631 0.44949985 0.59467789 0.32560317 0.53299222] [ 0.51887393 0.47457491 0.55596175 0.41435095 0.48575751] [ 0.53278797 0.51156317 0.44374664 0.41963575 0.4303489 ] [ 0.61545947 0.53770662 0.38996592 0.37695843 0.34280255] [ 0.07048344 0.56977928 0.48904665 0.86704112 0.52348854] [ 0.81945963 0.42695475 0.37160119 0.20819477 0.28687345] [ 0.8214858 0.29509967 0.65293675 0.16543353 0.41726155] [ 0.43547672 0.5443209 0.48791641 0.43686516 0.46448002] [ 0.13311267 0.62003571 0.5514037 0.87141084 0.47715735] [ 0.30682796 0.56355136 0.51341213 0.83932677 0.42768481] [ 0.31227186 0.59389718 0.53117143 0.5659772 0.43022775] [ 0.18312747 0.6753684 0.45830438 0.74478665 0.47641595] [ 0.54226471 0.59158941 0.33271375 0.50376059 0.48844492] [ 0.21612874 0.58467909 0.41141752 0.68464584 0.59967435] [ 0.59069213 0.46428734 0.56547502 0.37150146 0.52286387] [ 0.91283727 0.33053774 0.61997853 0.12197612 0.36218746] [ 0.62891496 0.5371193 0.43359783 0.43229159 0.33148143] [ 0.63848015 0.35375784 0.51275979 0.6939085 0.44901776] [ 0.55300224 0.4493729 0.46457804 0.70619705 0.41886531] [ 0.42002356 0.45446818 0.53152839 0.6358823 0.60646678] [ 0.72084277 0.32041604 0.56771087 0.32888479 0.50825563] [ 0.70988617 0.48395222 0.48544665 0.22502136 0.51818286] [ 0.79798033 0.36838639 0.52264342 0.1385649 0.32910586] [ 0.30025944 0.55637947 0.46249003 0.68332989 0.5331697 ] [ 0.15090566 0.55697404 0.60556751 0.79712301 0.62951262] [ 0.54977195 0.56135856 0.46008751 0.42788131 0.45728305] [ 0.67680083 0.46593126 0.517709 0.17585878 0.51111343] [ 0.73248559 0.42225987 0.47100705 0.21883411 0.38852913] [ 0.50706159 0.59322906 0.5361192 0.34679218 0.51348578] [ 0.75102166 0.27058596 0.66018158 0.20253253 0.46436906] [ 0.28213127 0.57056597 0.46013525 0.82782552 0.33753164] [ 0.52820628 0.47626985 0.52392092 0.41497149 0.60690391] [ 0.68726475 0.44384834 0.39683422 0.45228596 0.56996464] [ 0.1798768 0.630349 0.53202407 0.92085979 0.50667867] [ 0.49426502 0.44744294 0.55722575 0.41359308 0.64055855] [ 0.18195633 0.58513822 0.38843643 0.76954154 0.56977983] [ 0.3417927 0.60355916 0.43590798 0.80106823 0.45380698] [ 0.30322887 0.54619332 0.44096134 0.70741477 0.43740234] [ 0.75030674 0.39132035 0.49074236 0.42996216 0.38010139] [ 0.40779132 0.66668503 0.51145053 0.56438747 0.53373647] [ 0.18549204 0.55477565 0.48438711 0.81597651 0.55942186] [ 0.70948666 0.54491764 0.49573878 0.55794767 0.33703662] [ 0.5236435 0.53252918 0.5035884 0.28480688 0.36991199] [ 0.86571446 0.42458771 0.50539245 0.26689969 0.36980055] [ 0.31049663 0.68236482 0.32755916 0.84502187 0.43962057] [ 0.56061049 0.35078965 0.52083479 0.54024987 0.44370428] [ 0.71010954 0.46981312 0.594964 0.4736422 0.41073273] [ 0.47469436 0.50494403 0.45640969 0.51086752 0.53329395] [ 0.75974937 0.24419466 0.50329533 0.31006885 0.42539571] [ 0.77718558 0.40262583 0.60359733 0.29258408 0.38656506] [ 0.69804148 0.4636884 0.56249019 0.35400598 0.42980995] [ 0.5678076 0.55330778 0.4770656 0.47759573 0.39161206] [ 0.45466683 0.60759986 0.40125937 0.47539438 0.5870627 ] [ 0.13351516 0.57991434 0.3801936 0.90875194 0.542948 ] [ 0.59417254 0.46939541 0.60623363 0.48086018 0.41122157] [ 0.41753742 0.5404441 0.40924177 0.69033405 0.42964834] [ 0.69767183 0.4878002 0.40045991 0.37167024 0.36248797] [ 0.58675708 0.37992335 0.46461563 0.50910431 0.45209204] [ 0.17214641 0.49676129 0.42701709 0.89151017 0.43099347] [ 0.80747982 0.32750045 0.5628006 0.21333359 0.39967613] [ 0.63827316 0.4670427 0.39395921 0.29930354 0.36084591] [ 0.59095984 0.54719965 0.34325592 0.48060778 0.37871497] [ 0.61811252 0.6288888 0.42436509 0.62550934 0.55950089] [ 0.37996914 0.55082112 0.46629669 0.5870528 0.58160299] [ 0.78338952 0.39444117 0.42980538 0.32075475 0.35618904] [ 0.70378073 0.39212067 0.56928548 0.47167537 0.36262769] [ 0.26884471 0.63737722 0.41977057 0.82295957 0.57501772] [ 0.12124376 0.59974467 0.52358658 0.91636452 0.55054284] [ 0.30417317 0.57510953 0.59067384 0.72196153 0.46216653] [ 0.66033153 0.59498279 0.37622547 0.55647888 0.25812408] [ 0.40609788 0.6721393 0.49070469 0.757809 0.56242828] [ 0.67810157 0.46883915 0.4070127 0.37654621 0.32164949] [ 0.64410844 0.35410097 0.52711483 0.33210928 0.45769588] [ 0.07425769 0.56736008 0.504171 0.88326369 0.60529305] [ 0.88875329 0.45028199 0.43740741 0.21779689 0.29298966] [ 0.72121938 0.38660895 0.54768539 0.4414938 0.34857392] [ 0.8420728 0.37615182 0.51093524 0.20334596 0.41940432] [ 0.45271638 0.54662911 0.35062598 0.59389339 0.49182771] [ 0.36517575 0.61792843 0.40702495 0.66778968 0.46379422] [ 0.4660093 0.61256889 0.3808787 0.5706575 0.47091741] [ 0.52553155 0.43013963 0.53363651 0.67127631 0.45888934] [ 0.29682668 0.74705252 0.2863335 0.84429935 0.51527985] [ 0.31805975 0.49959779 0.48140431 0.75309286 0.6371364 ] [ 0.47238656 0.53025192 0.40012811 0.42581532 0.49240642] [ 0.76558487 0.4074946 0.45129324 0.32201267 0.42911733] [ 0.33741677 0.50981951 0.62787708 0.80730058 0.58842341] [ 0.19228336 0.68752195 0.33560775 0.71168665 0.49184812] [ 0.7784431 0.38077093 0.50008652 0.25789145 0.43412564] [ 0.26780829 0.71295858 0.42135484 0.83551641 0.38220382] [ 0.35734577 0.55491513 0.27186306 0.6478678 0.49573487] [ 0.6759574 0.42656323 0.44362323 0.39748807 0.43806312] [ 0.26446557 0.56064479 0.37509485 0.85199625 0.46515419] [ 0.25117026 0.56460341 0.54676278 0.79419565 0.42451902] [ 0.59391115 0.3587437 0.39544503 0.5434237 0.43706856] [ 0.39313275 0.68812938 0.33229941 0.6928883 0.38790556] [ 0.51754137 0.43115255 0.51741241 0.59997739 0.36207985] [ 0.59632969 0.53020245 0.48335714 0.48168033 0.54879732] [ 0.26712993 0.55167546 0.52970082 0.72730867 0.41766358] [ 0.36242089 0.46535337 0.40801176 0.86210772 0.44437768] [ 0.71045089 0.593984 0.36604029 0.32886551 0.36861186] [ 0.07344532 0.64498706 0.42820853 0.90395135 0.55784313] [ 0.51118986 0.45633622 0.68434364 0.63338687 0.48378252] [ 0.64909953 0.37885097 0.40478039 0.33444021 0.38987386] [ 0.54730011 0.63943549 0.37296026 0.44495283 0.39738765] [ 0.44440799 0.54848787 0.42500211 0.45587861 0.38865097] [ 0.41863994 0.49189263 0.4955136 0.50249285 0.48252107] [ 0.5836035 0.52857585 0.5100703 0.48514528 0.54898389] [ 0.4514443 0.57286065 0.45571871 0.71069964 0.45315781] [ 0.76956827 0.48956785 0.47050357 0.2389626 0.40696791] [ 0.71289767 0.32093931 0.3961891 0.41163561 0.36598643] [ 0.82607942 0.34987431 0.42845363 0.26965324 0.39373197] [ 0.83544134 0.36823591 0.55737547 0.20696185 0.45626127] [ 0.77716141 0.46444592 0.41621166 0.45126447 0.3988319 ] [ 0.39941299 0.70118202 0.40081166 0.67036752 0.53945155] [ 0.62891496 0.5371193 0.43359783 0.43229159 0.33148143] [ 0.12397591 0.53387665 0.50634692 0.82575864 0.51627822] [ 0.72624396 0.35639149 0.48380138 0.28311999 0.36304782] Progress: 29.3% ... Training loss: 0.593 ... Validation loss: 1.013[ 0.2106493 0.61148752 0.48782678 0.69820071 0.48697007] [ 0.51459618 0.41788987 0.31723796 0.74076387 0.46994578] [ 0.63215436 0.43749515 0.64471179 0.30837812 0.55552571] [ 0.57232358 0.57008102 0.50726837 0.63113464 0.44694805] [ 0.26785351 0.57313855 0.39048558 0.7778169 0.40588972] [ 0.40417752 0.50731726 0.51332716 0.68985367 0.50008615] [ 0.75642292 0.43901602 0.5304244 0.34545814 0.46401554] [ 0.59727805 0.41425783 0.46709017 0.39407182 0.38069853] [ 0.38416409 0.49015445 0.53777137 0.74910002 0.34223919] [ 0.63984388 0.43750481 0.42688805 0.42378584 0.45413097] [ 0.51419282 0.48746097 0.62727432 0.71201819 0.41199157] [ 0.65242487 0.41109555 0.53647751 0.52953081 0.4393452 ] [ 0.36742298 0.50492807 0.51582459 0.61584088 0.60766687] [ 0.55814868 0.55800918 0.5010735 0.63537153 0.42537225] [ 0.5614905 0.4369302 0.58996276 0.60340837 0.42400464] [ 0.50248772 0.68406728 0.39094595 0.60067547 0.45028849] [ 0.49059212 0.41444068 0.56261486 0.62652423 0.30965221] [ 0.44149579 0.45923916 0.57568598 0.68135966 0.42958757] [ 0.64570683 0.40298268 0.47097494 0.34666808 0.3914333 ] [ 0.19335854 0.5480857 0.45761644 0.75914748 0.49314046] [ 0.55319056 0.47010751 0.56876888 0.30386325 0.41761505] [ 0.61958463 0.49137717 0.50090939 0.23551538 0.5198578 ] [ 0.70480323 0.55598853 0.37849619 0.56917915 0.33704908] [ 0.63860681 0.43773548 0.58408369 0.39764765 0.39796449] [ 0.36682145 0.6400876 0.4602021 0.80969373 0.41674083] [ 0.45195267 0.54696577 0.35050918 0.59427612 0.49194245] [ 0.11173715 0.63115211 0.4298328 0.88618475 0.46254887] [ 0.33456116 0.6387886 0.38833868 0.80412888 0.4204968 ] [ 0.49603652 0.5962278 0.30362583 0.64030293 0.39130513] [ 0.52272028 0.45913977 0.41600678 0.25683063 0.47767939] [ 0.57587059 0.61514159 0.43686135 0.53822411 0.39933431] [ 0.77100506 0.37607119 0.4384955 0.31306932 0.42921338] [ 0.47188577 0.53673152 0.36733785 0.75133676 0.28311324] [ 0.47755403 0.60103326 0.44988899 0.4862918 0.55537871] [ 0.8349546 0.36864206 0.55720459 0.20734786 0.45641135] [ 0.75002461 0.5476645 0.45460076 0.29912933 0.50245326] [ 0.53382516 0.50069311 0.5392118 0.34820813 0.53441014] [ 0.57317171 0.40499622 0.59961207 0.7233971 0.39922349] [ 0.35704207 0.6297504 0.59043929 0.65681468 0.44204111] [ 0.3181987 0.63266494 0.4755243 0.78278077 0.60399053] [ 0.14942172 0.61922468 0.44973313 0.89335841 0.51470864] [ 0.57257884 0.57950037 0.34241636 0.5401797 0.50326502] [ 0.25583599 0.6407496 0.47149828 0.75896221 0.54161959] [ 0.76320097 0.35166134 0.57826914 0.22807456 0.33878738] [ 0.57496941 0.57552574 0.51309941 0.59609578 0.44187094] [ 0.70597577 0.46373807 0.60542751 0.4264229 0.45879138] [ 0.31950271 0.5704885 0.47230415 0.69831101 0.35502858] [ 0.13023147 0.74268229 0.3163619 0.83686083 0.5161557 ] [ 0.76257128 0.36258594 0.62805487 0.24552372 0.4302383 ] [ 0.33836131 0.68309239 0.5804756 0.5985993 0.53002127] [ 0.80729364 0.33776877 0.53964725 0.24625709 0.43245092] [ 0.46765352 0.5929158 0.46089457 0.67000837 0.53297049] [ 0.51502791 0.46356672 0.43125572 0.31766894 0.41503484] [ 0.7225289 0.37777907 0.43382355 0.5089021 0.3789913 ] [ 0.71075858 0.44419082 0.44537463 0.40172471 0.58528496] [ 0.50283736 0.38519334 0.56884658 0.69457414 0.37442842] [ 0.33819919 0.56060736 0.52602807 0.64492413 0.59358946] [ 0.47956782 0.49420069 0.51170855 0.63229853 0.45621798] [ 0.63369714 0.55236168 0.57942347 0.40678819 0.54937534] [ 0.91256172 0.33097231 0.61978602 0.12221963 0.36235194] [ 0.22948283 0.51928715 0.516949 0.73570702 0.67743584] [ 0.42604667 0.48431742 0.50695284 0.78978413 0.56429089] [ 0.50815069 0.3839961 0.49591482 0.69226647 0.41234081] [ 0.88651092 0.37636469 0.45432874 0.13098106 0.26128609] [ 0.21993882 0.62955541 0.50379597 0.6677247 0.61725572] [ 0.66184142 0.54262679 0.37769339 0.41974446 0.38207084] [ 0.50301722 0.46647957 0.43101153 0.49041157 0.33840568] [ 0.38877848 0.62614889 0.43373468 0.66009895 0.4662875 ] [ 0.79394599 0.38744077 0.59710685 0.27198208 0.5353555 ] [ 0.64133849 0.50438117 0.40119916 0.37539698 0.3987962 ] [ 0.70506247 0.54114051 0.57891241 0.39897289 0.4546987 ] [ 0.75498643 0.44983183 0.50432898 0.30391387 0.38606302] [ 0.57840396 0.39128744 0.56363253 0.67400153 0.44065277] [ 0.42707713 0.429103 0.37718405 0.71224529 0.3395146 ] [ 0.50618021 0.41507898 0.38612618 0.60182631 0.48291008] [ 0.51608973 0.53830766 0.4656543 0.49276338 0.49915789] [ 0.7442812 0.3982797 0.55617377 0.48350224 0.33469483] [ 0.26113039 0.69929024 0.41473094 0.82991523 0.56530604] [ 0.85745018 0.47318129 0.48755487 0.27205974 0.37984098] [ 0.41882167 0.45510596 0.51733797 0.76708511 0.37187146] [ 0.80062818 0.40567064 0.539162 0.2952475 0.47033114] [ 0.34358484 0.62335936 0.61230324 0.65277385 0.64261371] [ 0.44122603 0.49798912 0.53294631 0.78654682 0.42756851] [ 0.57317171 0.40499622 0.59961207 0.7233971 0.39922349] [ 0.78701952 0.40962506 0.58796752 0.29109266 0.46444814] [ 0.78220436 0.3043274 0.49527795 0.20629471 0.35549209] [ 0.78699245 0.57933845 0.47881225 0.55515968 0.38043647] [ 0.4158661 0.63230178 0.35601953 0.74847255 0.39925847] [ 0.51651853 0.5074465 0.60121751 0.41773042 0.63277652] [ 0.64296806 0.41793846 0.6261947 0.50355047 0.34816223] [ 0.44793004 0.45603097 0.462108 0.73488395 0.35056887] [ 0.66447193 0.41884703 0.57929058 0.30820608 0.34394223] [ 0.86113433 0.31010823 0.58970149 0.30630878 0.33552752] [ 0.11825076 0.59817025 0.43568155 0.88734227 0.54572613] [ 0.55385163 0.4013502 0.56384377 0.60322606 0.32579196] [ 0.45112296 0.59369919 0.55139704 0.59259573 0.47135402] [ 0.18886443 0.56522307 0.46399996 0.86078 0.55177657] [ 0.19625512 0.68732301 0.30414145 0.70654769 0.55353985] [ 0.64640797 0.5082358 0.51841306 0.60659324 0.33465538] [ 0.44075139 0.52138545 0.44027461 0.81743886 0.37896366] [ 0.72032849 0.39125696 0.55461372 0.40929803 0.40374312] [ 0.41200512 0.43980228 0.38142729 0.53257634 0.48841377] [ 0.70959052 0.54179803 0.4099872 0.60246744 0.52424545] [ 0.16868907 0.74143852 0.31165564 0.90784609 0.57757625] [ 0.80573025 0.36403659 0.48495791 0.13839787 0.42284301] [ 0.32067927 0.5902583 0.46023458 0.84352128 0.59094387] [ 0.85540347 0.28597045 0.56543757 0.16315572 0.38896741] [ 0.19085418 0.664823 0.31243594 0.7384021 0.5572196 ] [ 0.38088086 0.48505509 0.35617312 0.72284222 0.54681391] [ 0.63910472 0.53069029 0.410148 0.34743904 0.38977403] [ 0.46344158 0.59831784 0.37929359 0.62029242 0.47047568] [ 0.26878409 0.63321126 0.48109926 0.63859071 0.48895628] [ 0.36391242 0.53461257 0.64447416 0.60257381 0.56044078] [ 0.85317635 0.43638822 0.54908258 0.17288851 0.39209676] [ 0.78990443 0.53054072 0.48803797 0.42412405 0.39027228] [ 0.76261659 0.36422359 0.44095052 0.25872392 0.38831895] [ 0.67523666 0.51335608 0.53305721 0.40438909 0.43768771] [ 0.61395314 0.38081415 0.54406589 0.55116435 0.39550727] [ 0.40443418 0.4921471 0.52091275 0.70652404 0.45633259] [ 0.77675741 0.45192834 0.56606669 0.42754238 0.40022907] [ 0.84084676 0.69862274 0.48296911 0.45159902 0.37435822] [ 0.56477186 0.4681794 0.51859224 0.52123723 0.59651441] [ 0.43693528 0.40845429 0.46222102 0.54373616 0.43616274] [ 0.5723818 0.58015089 0.40066439 0.72331764 0.33954717] [ 0.75140156 0.45294716 0.62467129 0.24598457 0.39913324] [ 0.75955303 0.42579296 0.46448909 0.33664182 0.36678514] [ 0.36378992 0.53411384 0.41451394 0.64000278 0.61873737] [ 0.47181382 0.40279015 0.58573418 0.59673751 0.39890304] Progress: 29.4% ... Training loss: 0.593 ... Validation loss: 1.010[ 0.50133119 0.56703595 0.50089644 0.5214577 0.56321282] [ 0.84721899 0.39418854 0.57169584 0.3244136 0.39069464] [ 0.63642725 0.56665641 0.46295737 0.57895831 0.32004778] [ 0.22037909 0.51696637 0.50471319 0.830335 0.54043132] [ 0.61001283 0.47868651 0.33941529 0.42852119 0.4481389 ] [ 0.32802281 0.55513196 0.41932894 0.69001769 0.36503103] [ 0.40594383 0.70010682 0.42598147 0.7679755 0.52058836] [ 0.62824901 0.31439175 0.63564595 0.34357664 0.57089238] [ 0.72380692 0.44114954 0.40735747 0.31367393 0.36680587] [ 0.45210165 0.50436685 0.5312765 0.67657213 0.40295447] [ 0.52555404 0.3701091 0.68164474 0.4934986 0.40519556] [ 0.12633552 0.61145693 0.57270972 0.86792144 0.7316981 ] [ 0.38141005 0.60173888 0.45662279 0.713082 0.48281115] [ 0.61267866 0.51021868 0.47171413 0.63199158 0.32919551] [ 0.47103766 0.54680064 0.35689518 0.45649713 0.38179877] [ 0.68412896 0.51878488 0.53080071 0.55745564 0.4896954 ] [ 0.20286414 0.68849666 0.38123231 0.69927236 0.44450099] [ 0.56194087 0.45065994 0.56053234 0.62334351 0.46933289] [ 0.4076825 0.59327449 0.45430839 0.52530968 0.70164719] [ 0.83445844 0.38638315 0.50057316 0.35133137 0.42104655] [ 0.20303631 0.67984015 0.47937765 0.78362177 0.5217752 ] [ 0.66841339 0.43680582 0.43869345 0.34959887 0.45149468] [ 0.87379378 0.4554452 0.48696237 0.21790377 0.36063646] [ 0.31609861 0.64616256 0.44464637 0.7964967 0.50913083] [ 0.67111531 0.42978938 0.51919983 0.2572063 0.40805185] [ 0.75850199 0.41750166 0.4915972 0.25347316 0.40503875] [ 0.29550784 0.56521131 0.52251503 0.74698337 0.40301408] [ 0.17810362 0.61718013 0.45047007 0.85080659 0.53443319] [ 0.27514448 0.66165036 0.32457945 0.75282813 0.44614842] [ 0.77652883 0.4059995 0.58156334 0.36474447 0.39357235] [ 0.49156518 0.49263505 0.44268692 0.38708396 0.48799277] [ 0.52509714 0.5393648 0.61460656 0.40115083 0.52634308] [ 0.6331714 0.4955819 0.47173966 0.50601942 0.45622881] [ 0.49832141 0.48132881 0.47801791 0.70491648 0.28287328] [ 0.69334474 0.42936561 0.62019903 0.33735317 0.43799572] [ 0.51328978 0.509461 0.61639248 0.4925026 0.40467606] [ 0.88990837 0.42992456 0.54525643 0.1740475 0.36085789] [ 0.56422798 0.40293335 0.43661129 0.52467796 0.33072833] [ 0.57514833 0.36154334 0.52333528 0.46532489 0.47838664] [ 0.28455331 0.60652156 0.35654346 0.82672182 0.39559247] [ 0.50517189 0.55867536 0.41062143 0.47052488 0.40903795] [ 0.68614463 0.2406783 0.60693919 0.39950859 0.47229192] [ 0.25700923 0.59844068 0.4899959 0.67590644 0.49154497] [ 0.3136803 0.57581113 0.42212571 0.74215816 0.50467975] [ 0.7195817 0.34699956 0.34914757 0.44445987 0.34308156] [ 0.71875726 0.53543267 0.54623168 0.54602852 0.39913218] [ 0.70198009 0.33659915 0.52721262 0.31110556 0.49607979] [ 0.62070522 0.58169218 0.44239887 0.61465805 0.35129459] [ 0.2961459 0.60998238 0.54644632 0.76068449 0.50715479] [ 0.1132054 0.49565628 0.42516439 0.86077352 0.62655932] [ 0.70725229 0.36803707 0.60744901 0.34201475 0.45756288] [ 0.82091989 0.32507967 0.65031472 0.18254549 0.3495656 ] [ 0.5406348 0.55994459 0.60746616 0.6762973 0.48058151] [ 0.39394561 0.66930493 0.48308083 0.70161385 0.48850229] [ 0.65019256 0.47054222 0.57941296 0.44776315 0.42721261] [ 0.27487011 0.55940202 0.45962523 0.87749253 0.58099735] [ 0.28240745 0.5637289 0.52043189 0.79093266 0.47372557] [ 0.57352218 0.59164878 0.43629294 0.47228032 0.32189858] [ 0.64222905 0.43972076 0.63074013 0.43816469 0.4349184 ] [ 0.517441 0.49591739 0.49711186 0.7782695 0.4013545 ] [ 0.65818471 0.37764054 0.51716091 0.32411634 0.3082569 ] [ 0.69672457 0.36629664 0.48482706 0.25975622 0.40719182] [ 0.87614267 0.37722462 0.60068505 0.14093281 0.36672569] [ 0.54879405 0.4363266 0.43853744 0.59609527 0.33390812] [ 0.23898125 0.5946373 0.55239481 0.85929302 0.62638901] [ 0.70683888 0.27306347 0.52237325 0.65853087 0.36621068] [ 0.22257174 0.60622327 0.37893838 0.87064764 0.3638688 ] [ 0.64367218 0.42091684 0.55587237 0.52704548 0.48861135] [ 0.62338619 0.35655482 0.5308005 0.25759628 0.41461913] [ 0.42046394 0.64882096 0.26582008 0.78487167 0.3771926 ] [ 0.73307175 0.3499192 0.57852304 0.3077473 0.33410503] [ 0.29596862 0.59202223 0.36152631 0.6540565 0.44427437] [ 0.21460164 0.57078604 0.59000252 0.80757919 0.52781751] [ 0.52701049 0.57171375 0.39697679 0.5399588 0.3460898 ] [ 0.48280215 0.45396996 0.41978819 0.73833333 0.34416209] [ 0.75268343 0.52404895 0.45468449 0.45982939 0.28516857] [ 0.64972924 0.43621741 0.5831659 0.42873183 0.51333011] [ 0.57306505 0.35136482 0.54247251 0.43914572 0.3807219 ] [ 0.21511294 0.6377754 0.38151443 0.58942508 0.67464157] [ 0.54973127 0.35668799 0.49265792 0.64247608 0.39322263] [ 0.38141005 0.60173888 0.45662279 0.713082 0.48281115] [ 0.87379378 0.4554452 0.48696237 0.21790377 0.36063646] [ 0.34888241 0.56290876 0.36299916 0.56248669 0.44064918] [ 0.67750572 0.41251377 0.44748494 0.3430808 0.25098731] [ 0.6410638 0.48711347 0.49982328 0.73239167 0.44410954] [ 0.59826232 0.44583625 0.48338024 0.50801775 0.38881448] [ 0.25801053 0.67757889 0.4324649 0.79830815 0.41912642] [ 0.56886771 0.48297262 0.61861883 0.40860182 0.4774929 ] [ 0.08974123 0.56784602 0.42634095 0.85147469 0.59046113] [ 0.59583578 0.54729577 0.58734603 0.52021014 0.36744363] [ 0.50289047 0.54796988 0.61238723 0.52009725 0.50029553] [ 0.8821422 0.42867681 0.51883296 0.15957675 0.27797995] [ 0.35714631 0.62574962 0.43346398 0.67268071 0.39890977] [ 0.51425628 0.6410362 0.34195343 0.42546269 0.37664781] [ 0.59873063 0.42485305 0.36291006 0.51266481 0.49297157] [ 0.53648496 0.4985594 0.58963097 0.60081449 0.33734634] [ 0.66156764 0.4063477 0.49910365 0.32115551 0.38107954] [ 0.86026162 0.39853994 0.44248616 0.17391233 0.30612538] [ 0.52056641 0.45028261 0.5154113 0.62665909 0.34230774] [ 0.75831079 0.51217748 0.35160455 0.38922219 0.43797212] [ 0.88915596 0.31654933 0.54748696 0.10837888 0.37995537] [ 0.65323517 0.44429464 0.35664009 0.43859362 0.4076907 ] [ 0.83075215 0.52780319 0.53613039 0.30895241 0.37634075] [ 0.59130457 0.36515344 0.52365848 0.64812775 0.45883909] [ 0.38077706 0.6392655 0.42843455 0.68236672 0.40225102] [ 0.47251767 0.62593164 0.52565517 0.60617832 0.38385152] [ 0.63421767 0.54128743 0.44308583 0.52098656 0.35329895] [ 0.6075706 0.49672416 0.52681389 0.43506841 0.34035136] [ 0.42016417 0.43764477 0.59404726 0.68375131 0.37975068] [ 0.5274667 0.55990077 0.5087862 0.55824611 0.38388268] [ 0.68044159 0.36064271 0.55547131 0.40304727 0.45992242] [ 0.24157327 0.54035812 0.39342012 0.86696454 0.45685261] [ 0.41490996 0.40543129 0.58751662 0.61584288 0.61143615] [ 0.57516192 0.37606341 0.56210234 0.36573187 0.43039905] [ 0.45370279 0.44841099 0.43739186 0.581753 0.40779291] [ 0.86728153 0.39323997 0.41694121 0.32888689 0.29515973] [ 0.29959101 0.61575867 0.32722238 0.82901892 0.40053104] [ 0.39669991 0.54444244 0.47442271 0.76836058 0.41807604] [ 0.52058978 0.4135131 0.52155879 0.63297623 0.49428392] [ 0.4390651 0.52379304 0.55165632 0.60894939 0.42142074] [ 0.18928501 0.55426981 0.38670591 0.84979484 0.46367274] [ 0.40291317 0.59214622 0.50997872 0.73808784 0.56149343] [ 0.44168981 0.49786437 0.53300287 0.78641242 0.42753004] [ 0.62992104 0.4849769 0.39264897 0.5809017 0.34662359] [ 0.79870918 0.4250827 0.43629571 0.38779255 0.3779661 ] [ 0.43479175 0.44561679 0.60952775 0.74262673 0.43818419] [ 0.81114688 0.42620123 0.35907502 0.33186232 0.36032115] [ 0.11257063 0.62769674 0.38486946 0.90632781 0.49833156] Progress: 29.4% ... Training loss: 0.592 ... Validation loss: 1.016[ 0.29515601 0.53927272 0.38772253 0.59156738 0.61018428] [ 0.50715147 0.6026953 0.35747731 0.61031878 0.39858355] [ 0.69899508 0.39616898 0.6222305 0.40559579 0.39611827] [ 0.62360397 0.41222109 0.58944022 0.31986534 0.39132065] [ 0.15077168 0.51797804 0.42979256 0.8892593 0.61411975] [ 0.4255729 0.3922434 0.4050137 0.66234907 0.40742147] [ 0.54603705 0.67055035 0.47964572 0.5983348 0.36896517] [ 0.66224474 0.46457602 0.56336018 0.43518871 0.44771547] [ 0.3938889 0.53471618 0.45932201 0.63270716 0.36726691] [ 0.11286649 0.69874473 0.33966082 0.92136891 0.50544944] [ 0.12928323 0.64389934 0.43330221 0.89844342 0.37394903] [ 0.47963646 0.5286582 0.38119771 0.58324409 0.54891408] [ 0.5782519 0.4698803 0.57561648 0.71061514 0.43905545] [ 0.75258506 0.50717298 0.52015718 0.42543233 0.45246238] [ 0.29535653 0.5089321 0.3973045 0.70854512 0.46751867] [ 0.3645057 0.65576315 0.32404777 0.77622403 0.39934079] [ 0.78080297 0.3893363 0.6128229 0.27847231 0.42370034] [ 0.53042526 0.43393939 0.40338576 0.4542167 0.45687473] [ 0.30136786 0.49671883 0.68860784 0.73082679 0.55041354] [ 0.8960305 0.30843288 0.58157112 0.15645204 0.41894446] [ 0.22620282 0.61808391 0.48351706 0.82681591 0.60968147] [ 0.83660551 0.25169424 0.60925336 0.12781356 0.39238452] [ 0.48642731 0.52143357 0.47330389 0.61197862 0.38808929] [ 0.59700328 0.36252173 0.57506433 0.31580603 0.46185435] [ 0.5793892 0.5287476 0.53785607 0.4271218 0.37210283] [ 0.68894435 0.47909101 0.56474908 0.35043703 0.52243764] [ 0.20805799 0.56499798 0.57684859 0.88312747 0.58810688] [ 0.4883892 0.51117831 0.54277829 0.36869573 0.58298056] [ 0.73256373 0.40769502 0.49752636 0.25601025 0.43188369] [ 0.47417855 0.53267044 0.42487343 0.67623272 0.34279561] [ 0.41674535 0.65026155 0.42339967 0.5042108 0.49788157] [ 0.38274563 0.51817432 0.56009266 0.42914367 0.54363164] [ 0.59660962 0.66518394 0.36013369 0.73241063 0.4056323 ] [ 0.67812972 0.43281026 0.54988804 0.58230811 0.37271275] [ 0.72771995 0.38531175 0.55034772 0.34338403 0.39744313] [ 0.2417586 0.63308789 0.35620673 0.77699091 0.61671756] [ 0.50757876 0.60478178 0.4402779 0.7571459 0.47071615] [ 0.58033825 0.44254034 0.54955056 0.45100979 0.46490327] [ 0.30437799 0.62677009 0.52763564 0.60750511 0.54105957] [ 0.72086179 0.40207208 0.37455157 0.49095222 0.46835018] [ 0.24355064 0.51278962 0.45327839 0.77722526 0.66006252] [ 0.21329103 0.73157494 0.37882972 0.89443959 0.65029703] [ 0.57178427 0.46332099 0.35590882 0.47536652 0.39663095] [ 0.68092894 0.27850586 0.42619918 0.38825911 0.41331507] [ 0.76235688 0.53145014 0.54961215 0.50294132 0.37623996] [ 0.30246593 0.55767639 0.44210882 0.63076552 0.49940908] [ 0.33235169 0.54916786 0.48382056 0.64701526 0.43918817] [ 0.26134813 0.55186076 0.48365634 0.8627482 0.52774379] [ 0.44534874 0.47813019 0.39319752 0.53249993 0.43974116] [ 0.67891255 0.44930231 0.51378391 0.38991291 0.4131316 ] [ 0.35125125 0.54531244 0.52010556 0.80653868 0.39747222] [ 0.74744794 0.43865037 0.45464555 0.30495657 0.30301918] [ 0.54938584 0.48178396 0.42967971 0.32362211 0.39538265] [ 0.46879329 0.58299975 0.4551232 0.56612061 0.42061636] [ 0.25820307 0.55627063 0.56474313 0.83368009 0.66809896] [ 0.51173195 0.48926128 0.5911547 0.47361825 0.55766756] [ 0.60848165 0.39085652 0.50594441 0.51147128 0.49040832] [ 0.47928911 0.45521616 0.42394355 0.56403284 0.61621717] [ 0.74138558 0.60255179 0.33963817 0.58137054 0.3233843 ] [ 0.11127167 0.57896201 0.56121312 0.89018082 0.57305605] [ 0.24512208 0.64041759 0.40395697 0.76576534 0.53045367] [ 0.74646819 0.51600439 0.58926934 0.47078962 0.35132123] [ 0.44384552 0.45832665 0.57605846 0.68024371 0.42927054] [ 0.21536658 0.57027491 0.59020914 0.80717285 0.52763449] [ 0.57335712 0.32719233 0.47176777 0.57499016 0.50016828] [ 0.27258919 0.60441832 0.48465407 0.65833752 0.55107598] [ 0.62144912 0.43641887 0.36689551 0.66332686 0.29131679] [ 0.63424136 0.64701286 0.2782433 0.47422151 0.31062874] [ 0.57347918 0.40635474 0.50628418 0.53573396 0.29985441] [ 0.40140536 0.55959991 0.33068501 0.68758978 0.4832235 ] [ 0.45010978 0.58321158 0.2990966 0.69129803 0.52788768] [ 0.20497731 0.4787406 0.55370739 0.81389244 0.53065753] [ 0.12183933 0.57713494 0.53890091 0.89138138 0.68316685] [ 0.3380084 0.57820446 0.51798694 0.66790273 0.69302111] [ 0.58412579 0.45817306 0.50606868 0.48522383 0.47531119] [ 0.30691792 0.47459158 0.42466639 0.69176581 0.39649329] [ 0.16310565 0.6875717 0.38026116 0.62278397 0.58439639] [ 0.29489407 0.41203038 0.52414189 0.79452761 0.4682164 ] [ 0.32847847 0.52857241 0.62209128 0.73995306 0.41744269] [ 0.27227897 0.43302595 0.50600874 0.66164266 0.6856067 ] [ 0.340994 0.57613208 0.33266791 0.71122423 0.37621828] [ 0.07505838 0.60564722 0.46791792 0.92219713 0.59685032] [ 0.4385604 0.73838837 0.36396879 0.62921534 0.47789031] [ 0.27815188 0.52200108 0.45626768 0.70678624 0.51959777] [ 0.63586753 0.38000725 0.45858877 0.37105278 0.36943713] [ 0.3762255 0.5988423 0.63503626 0.63559116 0.44427066] [ 0.31450169 0.68396311 0.37900604 0.80937301 0.4652732 ] [ 0.52151338 0.58844797 0.59915747 0.5503496 0.46988692] [ 0.48282575 0.65225717 0.31168804 0.61467794 0.46495933] [ 0.24567279 0.4937554 0.52962013 0.76583876 0.52402679] [ 0.62917558 0.48907619 0.33671529 0.72246325 0.396539 ] [ 0.27050198 0.74096954 0.29628739 0.74709069 0.4554519 ] [ 0.28448292 0.59543304 0.41647795 0.72395681 0.50870796] [ 0.57024428 0.54061555 0.43430311 0.53531336 0.53981741] [ 0.53435966 0.48451863 0.58619006 0.42762141 0.45950535] [ 0.38992435 0.49111938 0.55172385 0.75471167 0.52052587] [ 0.75631613 0.66057991 0.53202471 0.46882893 0.36066957] [ 0.25646445 0.52071992 0.53691202 0.79812969 0.41609185] [ 0.38393809 0.59331999 0.24146231 0.78546566 0.46761554] [ 0.8459348 0.36635324 0.44006578 0.23365183 0.28771816] [ 0.23396727 0.68676091 0.40151525 0.74569373 0.45975815] [ 0.4641255 0.61716518 0.56218899 0.56122948 0.53607227] [ 0.46216291 0.42171475 0.55914931 0.53836078 0.56393404] [ 0.74292425 0.45007166 0.53931734 0.19229466 0.44334057] [ 0.6629483 0.52759993 0.58823144 0.45915479 0.45741803] [ 0.69259481 0.4343659 0.45811865 0.28831199 0.2922075 ] [ 0.55439757 0.41856688 0.52635353 0.40346889 0.44243236] [ 0.85342121 0.43627948 0.54912302 0.17272065 0.39206174] [ 0.58860761 0.42401709 0.51097293 0.62062851 0.39576625] [ 0.45688154 0.60420278 0.42772989 0.44170216 0.47733657] [ 0.8457461 0.3879872 0.56209695 0.36734278 0.38684449] [ 0.64085726 0.52163271 0.4326119 0.32880016 0.40829533] [ 0.23786334 0.43481222 0.37899532 0.77890057 0.48469834] [ 0.70664993 0.42475428 0.49119516 0.19516081 0.4003435 ] [ 0.5788524 0.56474939 0.55821429 0.63830068 0.56880484] [ 0.56143961 0.58852539 0.49281174 0.49228379 0.57534781] [ 0.24637872 0.47685455 0.5179439 0.82826274 0.54333652] [ 0.75296301 0.48743992 0.42982931 0.39810544 0.38219068] [ 0.46778741 0.65408021 0.35482118 0.61100739 0.37302728] [ 0.17379489 0.67424237 0.46724626 0.67517894 0.49933886] [ 0.08656738 0.5530715 0.54330866 0.94292834 0.71652173] [ 0.38651491 0.57454232 0.38805595 0.42684321 0.40837065] [ 0.67702666 0.54871296 0.42458623 0.35670366 0.31363201] [ 0.21845347 0.63689973 0.40221588 0.83604371 0.51407573] [ 0.1506614 0.6385014 0.41228147 0.82235435 0.46220017] [ 0.47819593 0.56487354 0.60068659 0.63927498 0.57626815] [ 0.65317527 0.49603267 0.49538279 0.36564558 0.40086743] [ 0.5721111 0.47181696 0.52470418 0.71069282 0.43401541] Progress: 29.4% ... Training loss: 0.592 ... Validation loss: 1.013[ 0.56619262 0.44884581 0.48467398 0.4898109 0.5800201 ] [ 0.20110065 0.63246408 0.48448072 0.77066526 0.46121568] [ 0.68610444 0.4963235 0.54094127 0.30110044 0.55696214] [ 0.43771196 0.52468355 0.46795071 0.45087046 0.45414962] [ 0.82649812 0.44856609 0.57072748 0.31470011 0.40382664] [ 0.52263927 0.41265482 0.52192983 0.63184822 0.49396885] [ 0.91951054 0.35617356 0.46733118 0.21408499 0.3260977 ] [ 0.3361077 0.57551465 0.4691112 0.71229891 0.59782776] [ 0.21368373 0.67536159 0.5586932 0.80172172 0.66353441] [ 0.59520649 0.42790313 0.5514231 0.31174601 0.5740435 ] [ 0.76407117 0.54760418 0.36789417 0.50166889 0.37655663] [ 0.21280341 0.6229358 0.49980056 0.80497954 0.44219022] [ 0.39053409 0.62770444 0.46721181 0.68791411 0.52521219] [ 0.58862727 0.45366407 0.45599543 0.47269082 0.51558936] [ 0.21338375 0.58576362 0.33068761 0.7575831 0.50121746] [ 0.74188959 0.50017627 0.25665722 0.38901524 0.29553724] [ 0.75741586 0.40428729 0.50229059 0.30146492 0.39159467] [ 0.74342409 0.38067349 0.56836308 0.3155953 0.42130721] [ 0.45306473 0.51220029 0.4800477 0.46956469 0.42596534] [ 0.53863861 0.33008121 0.61183381 0.27878318 0.51080217] [ 0.47805159 0.66852136 0.27176571 0.49660474 0.35758074] [ 0.44544479 0.43881675 0.61728079 0.71110723 0.43844296] [ 0.59366053 0.4490917 0.55739598 0.72657482 0.35266932] [ 0.44403708 0.49076152 0.59262083 0.76854161 0.35686708] [ 0.72205656 0.53892952 0.2562781 0.51117094 0.37318659] [ 0.17551024 0.62293705 0.45656009 0.84067649 0.51759667] [ 0.80320524 0.3659748 0.43495717 0.43317058 0.41137411] [ 0.41665218 0.55219662 0.33301352 0.52348604 0.42603172] [ 0.2156367 0.55227643 0.44466402 0.86331571 0.40553735] [ 0.4770883 0.48608478 0.53853841 0.60917309 0.35298992] [ 0.33427665 0.65810515 0.40834105 0.61813853 0.57370714] [ 0.5115554 0.38281549 0.49642438 0.69074681 0.41191862] [ 0.73546444 0.48027924 0.43957338 0.16680226 0.35883699] [ 0.78161437 0.45661821 0.63728241 0.24598076 0.52384665] [ 0.73593524 0.33306791 0.52065726 0.30391969 0.40226823] [ 0.59078675 0.46720098 0.5989398 0.53170914 0.51627984] [ 0.46687837 0.44322127 0.54778595 0.63799963 0.39437878] [ 0.79864498 0.44949885 0.45154244 0.33190747 0.42263874] [ 0.66978466 0.35066743 0.51397038 0.25530511 0.43899607] [ 0.88199283 0.37419742 0.48088997 0.14408469 0.37756927] [ 0.60504149 0.4328335 0.58064684 0.2935695 0.46160516] [ 0.78719734 0.35147904 0.52710617 0.19472757 0.44080897] [ 0.49744291 0.5510233 0.41820385 0.41657055 0.45521651] [ 0.51873821 0.45158747 0.54463943 0.41289911 0.5198327 ] [ 0.51518397 0.47864975 0.60162257 0.43654589 0.43474815] [ 0.42321541 0.45772026 0.52260614 0.62543938 0.44112925] [ 0.76670494 0.3261731 0.60304455 0.25586153 0.36071468] [ 0.61720632 0.38957982 0.63132755 0.3896596 0.50351977] [ 0.26175836 0.57305082 0.45513468 0.69585408 0.59733838] [ 0.1742657 0.70698619 0.36192376 0.75162867 0.50398748] [ 0.65941818 0.38659524 0.60011692 0.29388808 0.57059211] [ 0.5668075 0.5284832 0.4637091 0.5083192 0.53656171] [ 0.53188884 0.45849652 0.46402022 0.5656885 0.49691014] [ 0.26168844 0.59479983 0.4895125 0.58447308 0.53562291] [ 0.62015201 0.50603458 0.53242896 0.44019537 0.55489964] [ 0.54009602 0.57595062 0.45034732 0.69948258 0.52178673] [ 0.53435747 0.58851233 0.55484781 0.48318344 0.40535852] [ 0.14767475 0.68159782 0.43914722 0.80351893 0.56055785] [ 0.70103624 0.47156479 0.62041695 0.60444029 0.40204741] [ 0.60342907 0.50765031 0.47791509 0.35638968 0.53940075] [ 0.71302236 0.46837657 0.59550924 0.47157835 0.41023257] [ 0.49386918 0.57482902 0.38927316 0.70508634 0.39037644] [ 0.77116532 0.57703999 0.37850981 0.65169938 0.36317556] [ 0.5159336 0.55338614 0.53729977 0.62549729 0.37457962] [ 0.15476718 0.49381976 0.41109263 0.85464872 0.46804763] [ 0.74885739 0.37087324 0.59769212 0.22673245 0.34820509] [ 0.4511994 0.6044794 0.3829051 0.67217796 0.36259773] [ 0.60725845 0.5859785 0.4562955 0.48691454 0.34989499] [ 0.68615806 0.58881994 0.38074344 0.57644637 0.50209108] [ 0.34378749 0.62328184 0.34237722 0.54881182 0.54886667] [ 0.39428402 0.50407606 0.42923328 0.56122719 0.3448948 ] [ 0.38896586 0.59441817 0.61034609 0.65857165 0.55111989] [ 0.90966981 0.32377952 0.57607559 0.22595679 0.36498724] [ 0.57235702 0.43087595 0.55387162 0.42190332 0.55063508] [ 0.14942017 0.52231513 0.47768522 0.85350974 0.5356007 ] [ 0.57233218 0.60935759 0.45040732 0.48266365 0.26990951] [ 0.74441706 0.28558832 0.60786346 0.25705233 0.37898901] [ 0.46126414 0.39144268 0.57110821 0.48394914 0.4473646 ] [ 0.22188789 0.52412018 0.60858459 0.70266376 0.6607125 ] [ 0.30338659 0.68958433 0.49210452 0.73458653 0.46258966] [ 0.16906081 0.76455494 0.26805777 0.83246229 0.48195946] [ 0.35550066 0.50510493 0.50311838 0.48165223 0.53088177] [ 0.68817416 0.49135979 0.65258555 0.51626441 0.42013061] [ 0.4843123 0.41555278 0.48131387 0.44926901 0.46889356] [ 0.31020463 0.52449019 0.68145789 0.69711197 0.51407961] [ 0.82710487 0.45937462 0.58528827 0.21080085 0.48243773] [ 0.60637085 0.51706314 0.45629416 0.42887415 0.45854544] [ 0.8404397 0.30293856 0.54681964 0.22207722 0.38452161] [ 0.6804413 0.55802292 0.46534974 0.38766222 0.41214497] [ 0.56126935 0.45435545 0.47698787 0.55815036 0.41925908] [ 0.70956364 0.55058632 0.59376875 0.37367465 0.46046288] [ 0.48416152 0.61672423 0.50213798 0.53126339 0.47361078] [ 0.31603346 0.6760292 0.39622831 0.88221351 0.50115134] [ 0.39343694 0.5195558 0.45704763 0.5797645 0.47117526] [ 0.3454888 0.5248566 0.47949301 0.70536384 0.39529501] [ 0.82180475 0.36627324 0.50851526 0.25281151 0.44410518] [ 0.8332901 0.21109927 0.57468453 0.30246176 0.41495726] [ 0.82659495 0.30918965 0.58226445 0.20960442 0.33609868] [ 0.34645236 0.56011037 0.34200348 0.66056961 0.55633931] [ 0.38360915 0.51089012 0.37424387 0.73506578 0.31270858] [ 0.52550855 0.52539178 0.36707021 0.65604079 0.39046718] [ 0.34393399 0.46539076 0.50592663 0.60642229 0.63604125] [ 0.51511273 0.52383132 0.39437389 0.49804556 0.40825543] [ 0.64377296 0.54729765 0.44057543 0.54240566 0.35928723] [ 0.62726789 0.57761354 0.43184831 0.51749027 0.3453365 ] [ 0.51963324 0.4912871 0.65392632 0.63745737 0.50327242] [ 0.71975774 0.34696589 0.34917716 0.44416844 0.34306972] [ 0.81987346 0.51799372 0.57338259 0.30696877 0.40435855] [ 0.38339823 0.53253273 0.44241457 0.67327973 0.3967165 ] [ 0.85251404 0.34221369 0.61868741 0.21235726 0.46218913] [ 0.49059341 0.56313083 0.48803324 0.65844988 0.4545762 ] [ 0.45216995 0.65257254 0.36247318 0.75250912 0.41829509] [ 0.62981183 0.39369291 0.59566286 0.35690596 0.51391563] [ 0.29275024 0.44482425 0.44717295 0.50025841 0.5056064 ] [ 0.63361053 0.51741229 0.4563926 0.57690891 0.39245903] [ 0.65585492 0.46599364 0.52381452 0.50433847 0.3608579 ] [ 0.91239915 0.2688241 0.54021736 0.11065545 0.38120596] [ 0.6263652 0.36645503 0.37725398 0.41338396 0.33605972] [ 0.28062535 0.69805598 0.49331182 0.72058737 0.53162374] [ 0.51342422 0.45724215 0.54526924 0.31218934 0.49665673] [ 0.84179463 0.3237303 0.50297842 0.17088841 0.37147319] [ 0.12166099 0.50834602 0.46748126 0.8684101 0.46838094] [ 0.45163057 0.48838904 0.57550065 0.64990188 0.42247597] [ 0.37618193 0.54358028 0.44971303 0.54625277 0.52522884] [ 0.61455325 0.4605639 0.59261364 0.55855821 0.57179379] [ 0.54190232 0.51366375 0.53184025 0.46877801 0.42170342] [ 0.55861384 0.3499888 0.62669954 0.54937393 0.40571768] [ 0.32439054 0.66439333 0.28690083 0.72499783 0.36614039] Progress: 29.5% ... Training loss: 0.592 ... Validation loss: 1.015[ 0.50331809 0.45910481 0.57626159 0.18881149 0.4608901 ] [ 0.76066233 0.33894104 0.53911688 0.26714712 0.5298513 ] [ 0.84650575 0.33616074 0.60761341 0.20983375 0.41139007] [ 0.44896304 0.61103166 0.5008274 0.70042167 0.58749704] [ 0.27318549 0.6352884 0.50688796 0.68376124 0.51075764] [ 0.52245837 0.55805699 0.58586991 0.48054392 0.52157884] [ 0.3837196 0.55543574 0.37888509 0.76516645 0.36346298] [ 0.77771645 0.4052966 0.58185569 0.36362594 0.39331948] [ 0.42939298 0.54859886 0.37918134 0.68186176 0.39453629] [ 0.3692863 0.57674466 0.4418295 0.79936741 0.42689745] [ 0.81488035 0.33216566 0.60198486 0.2022588 0.39517772] [ 0.36469043 0.64618731 0.29903492 0.66141834 0.40616038] [ 0.40266648 0.55734726 0.53291832 0.81957836 0.44282613] [ 0.51847174 0.57405299 0.34442653 0.45302516 0.44692848] [ 0.38299798 0.69727979 0.39728473 0.75946557 0.53318601] [ 0.24301312 0.56580419 0.54505092 0.73727481 0.54112483] [ 0.91359553 0.34777035 0.49994258 0.20379157 0.28196061] [ 0.21957128 0.58719089 0.49132518 0.868432 0.49243107] [ 0.8593441 0.46859445 0.57084692 0.33120001 0.31317781] [ 0.58554343 0.39579891 0.43478146 0.43820867 0.4344505 ] [ 0.38298381 0.65210552 0.51809455 0.66374116 0.47023341] [ 0.4094943 0.55078861 0.48017929 0.742299 0.39212238] [ 0.62988728 0.44237668 0.59641728 0.58652288 0.33447655] [ 0.66377312 0.46987438 0.42163556 0.40818942 0.36133989] [ 0.69687867 0.36946175 0.57410641 0.29849079 0.48134849] [ 0.71877469 0.42580126 0.59184226 0.42767285 0.37597346] [ 0.37211662 0.5261779 0.42359554 0.66942757 0.63117814] [ 0.58151777 0.47570874 0.43119101 0.58629577 0.37702112] [ 0.42083535 0.48186674 0.41866893 0.52719153 0.39172549] [ 0.5317929 0.52863576 0.53857023 0.38389752 0.47177735] [ 0.28990332 0.58700233 0.39279119 0.59551216 0.4929295 ] [ 0.78175731 0.46695146 0.57022837 0.36933831 0.4097826 ] [ 0.18887006 0.59209001 0.48231259 0.80574958 0.54303585] [ 0.79048755 0.36037412 0.45196932 0.2841158 0.39289364] [ 0.60499171 0.58602983 0.52915807 0.48739961 0.42950866] [ 0.39935492 0.58403419 0.54866065 0.61929622 0.30304 ] [ 0.75318477 0.51795998 0.45199105 0.38827874 0.35975378] [ 0.43597919 0.48438735 0.39412099 0.55931074 0.49405692] [ 0.86732586 0.36286012 0.57337245 0.19329557 0.4172742 ] [ 0.5544388 0.49973633 0.35320378 0.4591314 0.3609867 ] [ 0.24832077 0.64958626 0.36676767 0.75736844 0.4422309 ] [ 0.2469389 0.49314852 0.52986664 0.76522565 0.52382125] [ 0.47960335 0.48416329 0.54174031 0.55655481 0.3855271 ] [ 0.52534513 0.45566814 0.41920389 0.65321236 0.35176594] [ 0.59484491 0.54979795 0.50871679 0.61864123 0.3742722 ] [ 0.21967255 0.65289654 0.52773471 0.93109126 0.58623865] [ 0.75272261 0.58808355 0.53711123 0.44012073 0.44416862] [ 0.75271406 0.54467988 0.38824478 0.36031146 0.34651096] [ 0.29612386 0.74428715 0.33639911 0.75891478 0.54926337] [ 0.44762809 0.60866497 0.53185778 0.56840204 0.38430258] [ 0.20722725 0.57643687 0.38823397 0.85957002 0.51987801] [ 0.6536829 0.58426373 0.44652128 0.57210557 0.34275374] [ 0.87470439 0.38265081 0.56546513 0.33524942 0.33677494] [ 0.43494201 0.58965036 0.52066387 0.50563277 0.36942138] [ 0.77637794 0.42556852 0.44486352 0.28096923 0.34490994] [ 0.62278478 0.52309783 0.43830616 0.49439413 0.34441643] [ 0.7181819 0.44106579 0.44085318 0.27389716 0.41693281] [ 0.66844317 0.46943751 0.52642936 0.3952917 0.55275273] [ 0.45980484 0.4972414 0.42033168 0.49193196 0.38889841] [ 0.36525324 0.48074039 0.46509307 0.56080708 0.45338461] [ 0.54205905 0.52165549 0.38051433 0.67539543 0.53734799] [ 0.1012375 0.58889811 0.37099042 0.9177949 0.49640297] [ 0.36090745 0.46712263 0.51586744 0.74695888 0.35051875] [ 0.81844548 0.34979338 0.49266216 0.24687664 0.37469817] [ 0.51147557 0.58862091 0.55976393 0.51273535 0.40835868] [ 0.30051012 0.70128038 0.44105859 0.740594 0.47338614] [ 0.31882041 0.48031853 0.45213168 0.74908279 0.67617886] [ 0.64786308 0.39440251 0.52241525 0.4668574 0.44884768] [ 0.56177909 0.41247607 0.64462232 0.5633827 0.50963012] [ 0.78063728 0.35283716 0.48809185 0.14874428 0.34395846] [ 0.3675606 0.55198319 0.37984799 0.71554484 0.4659931 ] [ 0.81303144 0.46012081 0.55863221 0.35261284 0.45130221] [ 0.84183421 0.4569666 0.54790814 0.2549447 0.4369492 ] [ 0.56370255 0.51954776 0.49195046 0.36048557 0.42955138] [ 0.35495816 0.47389119 0.45643298 0.65111913 0.52773026] [ 0.32107473 0.6367758 0.37932735 0.5886011 0.52119208] [ 0.74442259 0.40317847 0.44007753 0.27719161 0.38355732] [ 0.71879111 0.46921237 0.45333665 0.38993171 0.45173096] [ 0.70246906 0.500859 0.54952618 0.22214335 0.45849981] [ 0.48069913 0.56393664 0.60105294 0.63797345 0.57593254] [ 0.43075072 0.40683565 0.61651838 0.59164712 0.55305691] [ 0.37569048 0.4387748 0.36202526 0.64588031 0.41401963] [ 0.66882226 0.45192013 0.42272603 0.39665732 0.41274733] [ 0.33902588 0.60045894 0.50760165 0.76032635 0.540969 ] [ 0.7774158 0.31351725 0.5030255 0.23563423 0.41099917] [ 0.09093809 0.63751972 0.37702189 0.92252224 0.55080416] [ 0.33698013 0.47437918 0.4858501 0.83336101 0.38019633] [ 0.72885872 0.46016767 0.53987915 0.23003646 0.43597071] [ 0.7666784 0.40221696 0.48764815 0.23392373 0.35997774] [ 0.29189731 0.70866764 0.26208524 0.82432308 0.49356268] [ 0.24683214 0.656295 0.29956192 0.7834677 0.52721343] [ 0.44286013 0.48409724 0.64987111 0.67881217 0.51636692] [ 0.52086792 0.4763058 0.4120132 0.44791772 0.36096505] [ 0.90379688 0.30572889 0.53074799 0.13309576 0.38217603] [ 0.63466461 0.49046242 0.50394298 0.53666428 0.46762198] [ 0.09858437 0.61684004 0.52173314 0.91374271 0.59126238] [ 0.67534651 0.52071993 0.38248017 0.65359232 0.47925978] [ 0.87316764 0.44055997 0.40893115 0.33248919 0.37296009] [ 0.22153861 0.53704552 0.53945688 0.84943616 0.5263495 ] [ 0.30752914 0.49678536 0.37068018 0.85104314 0.51030381] [ 0.44227458 0.59545265 0.4656842 0.70823854 0.34153154] [ 0.20880136 0.53978783 0.51980724 0.86312969 0.52311565] [ 0.65865643 0.4076656 0.60083984 0.62097438 0.40370637] [ 0.84052603 0.48757814 0.54697631 0.29403265 0.34415028] [ 0.29506855 0.7127066 0.27528913 0.74151403 0.4925453 ] [ 0.1925155 0.52059796 0.43356257 0.85635388 0.60477137] [ 0.45153735 0.45032057 0.53866647 0.80619863 0.47308284] [ 0.53448105 0.44195879 0.56452962 0.61440297 0.32949289] [ 0.72067469 0.45937526 0.58256107 0.48141083 0.4184267 ] [ 0.72458917 0.36687627 0.5347838 0.18055734 0.48724117] [ 0.35427603 0.50347 0.52994237 0.78068799 0.39080026] [ 0.54283703 0.52407387 0.65516223 0.49267358 0.48708814] [ 0.08806589 0.59572846 0.42814767 0.92421867 0.52206062] [ 0.60883016 0.52195702 0.43194571 0.56901861 0.45912324] [ 0.31093846 0.71625581 0.47025521 0.78244803 0.61853729] [ 0.74423954 0.44413389 0.42803214 0.38550727 0.35319058] [ 0.58421223 0.5546602 0.48734195 0.67198116 0.51904377] [ 0.60428406 0.5208277 0.54145426 0.3844516 0.52837737] [ 0.57898326 0.39476534 0.42787018 0.52495801 0.3565397 ] [ 0.42416419 0.53527689 0.57091952 0.39798846 0.58930567] [ 0.80710845 0.42604215 0.4164358 0.27085134 0.32153314] [ 0.55271056 0.54158387 0.36301082 0.55770127 0.34320876] [ 0.33117937 0.5528964 0.44636043 0.76042372 0.47304682] [ 0.86760478 0.2742879 0.63117899 0.11539367 0.44782363] [ 0.40800311 0.53566002 0.48351811 0.62212111 0.58032453] [ 0.59443944 0.60382434 0.49625481 0.49542123 0.38471871] [ 0.52271039 0.5131708 0.42497309 0.55966779 0.49795219] [ 0.70116485 0.5672628 0.37098031 0.57882937 0.37503231] Progress: 29.6% ... Training loss: 0.592 ... Validation loss: 1.021[ 0.31947512 0.57208105 0.45751141 0.59730001 0.423342 ] [ 0.69140405 0.4238218 0.42736247 0.35822341 0.42805882] [ 0.38902033 0.52151183 0.45402539 0.65286569 0.52860859] [ 0.32435865 0.59000163 0.53456099 0.74062645 0.60262675] [ 0.67689713 0.34660298 0.49108317 0.2661912 0.33892911] [ 0.69669886 0.38428304 0.54862585 0.37482096 0.41719151] [ 0.71720347 0.45516624 0.58157953 0.51695767 0.45412954] [ 0.77042078 0.42052289 0.51075543 0.28729651 0.40686581] [ 0.5176784 0.51160515 0.52205013 0.45047209 0.55329848] [ 0.38335825 0.53618255 0.57528396 0.73264714 0.62119459] [ 0.61829593 0.39135318 0.66053404 0.46023817 0.38387678] [ 0.41021294 0.49117788 0.35904159 0.76580527 0.29460768] [ 0.28689841 0.56158799 0.52132785 0.78896564 0.47294742] [ 0.58181893 0.5291813 0.4808214 0.42257548 0.38924407] [ 0.27266164 0.43150474 0.45628666 0.78272095 0.5151453 ] [ 0.4544313 0.40253606 0.62241197 0.35031218 0.66157105] [ 0.26437054 0.4918724 0.53806627 0.81839165 0.54021207] [ 0.64768849 0.47318677 0.43314121 0.35013405 0.46457615] [ 0.64914733 0.50623551 0.53565531 0.3632748 0.34869885] [ 0.41194032 0.53487183 0.39020058 0.67446246 0.47191445] [ 0.51552999 0.47857478 0.60165358 0.43629334 0.43471498] [ 0.79026096 0.25438955 0.53184688 0.17268525 0.35700461] [ 0.44570034 0.51948301 0.44108154 0.81583731 0.37832577] [ 0.34848652 0.59533517 0.46311608 0.77885332 0.36358173] [ 0.58498981 0.54395518 0.41590458 0.63456164 0.3169533 ] [ 0.6044486 0.52079282 0.54145933 0.38435991 0.52837234] [ 0.55559105 0.48579897 0.46832284 0.33200439 0.38368601] [ 0.42652234 0.55477719 0.43627259 0.7715035 0.3413302 ] [ 0.80012084 0.46518129 0.47353573 0.32197914 0.29786534] [ 0.46881262 0.52005164 0.51355391 0.73207517 0.40683023] [ 0.49850036 0.52501904 0.61251751 0.46676385 0.55148975] [ 0.81899839 0.34788292 0.58033546 0.31411649 0.39287476] [ 0.36558991 0.52228691 0.57525479 0.75742798 0.44536239] [ 0.64069651 0.37753315 0.50626347 0.59458411 0.31430173] [ 0.29174966 0.60087941 0.5341507 0.76563728 0.40982842] [ 0.65869914 0.48573401 0.4142238 0.69622345 0.35647975] [ 0.17401423 0.51919678 0.47245784 0.70447635 0.59677943] [ 0.62099129 0.34504646 0.57617773 0.38024191 0.44533203] [ 0.70529236 0.55019181 0.58073633 0.39438402 0.31026849] [ 0.32936757 0.58699214 0.46230695 0.58118767 0.48425075] [ 0.58380514 0.40366434 0.43197373 0.47820879 0.39350623] [ 0.38187276 0.57660265 0.36713914 0.6404233 0.50173937] [ 0.60732785 0.42262152 0.39260781 0.54527149 0.3261965 ] [ 0.27425554 0.68117484 0.46386939 0.7310909 0.59045916] [ 0.36869934 0.40005114 0.53178012 0.80463215 0.48808825] [ 0.33245024 0.5897004 0.46433854 0.6221581 0.56132457] [ 0.20324282 0.63128315 0.48502279 0.7693824 0.46073644] [ 0.16637258 0.67512069 0.41333479 0.80788126 0.57879608] [ 0.35608689 0.50493864 0.50318122 0.48130087 0.53083351] [ 0.54446968 0.42443515 0.4941202 0.4488429 0.38481414] [ 0.75651861 0.41895574 0.63068009 0.38714086 0.31929322] [ 0.27940987 0.54367252 0.44642274 0.77940641 0.63901864] [ 0.57599964 0.3612285 0.52349976 0.46480921 0.47825835] [ 0.43215937 0.56854951 0.49613155 0.80895941 0.53919592] [ 0.2326017 0.66555598 0.52812567 0.63611481 0.66785424] [ 0.46381683 0.49594533 0.50799139 0.40193635 0.66160558] [ 0.59775565 0.47146881 0.63434585 0.44505145 0.48535314] [ 0.63449821 0.39515633 0.36324524 0.34750741 0.41736614] [ 0.62226349 0.33730446 0.64889828 0.43285902 0.42022712] [ 0.28695656 0.70905423 0.23114244 0.78062507 0.48096526] [ 0.74716563 0.37880398 0.59756237 0.32028044 0.43032613] [ 0.3165692 0.43604077 0.40820766 0.85008244 0.48847388] [ 0.57383006 0.44553682 0.49415687 0.35985654 0.55180011] [ 0.46914596 0.48702672 0.48115367 0.72009144 0.34727611] [ 0.30108195 0.54597993 0.46342539 0.65887005 0.46037377] [ 0.42447039 0.55629871 0.49424495 0.63397643 0.54353385] [ 0.67830151 0.47146017 0.54137327 0.240208 0.53762298] [ 0.33579163 0.45317458 0.52573002 0.85291993 0.58695894] [ 0.79513714 0.47642908 0.56620517 0.20397962 0.4420914 ] [ 0.13138144 0.56487805 0.42873576 0.80475832 0.55638398] [ 0.57448441 0.60974171 0.56530746 0.63670683 0.43194018] [ 0.529133 0.51637601 0.44727985 0.72748943 0.33718941] [ 0.20139794 0.56961956 0.49770754 0.72409549 0.47842697] [ 0.23581672 0.48773075 0.55332942 0.89280528 0.59702028] [ 0.69669886 0.38428304 0.54862585 0.37482096 0.41719151] [ 0.5779492 0.54878999 0.51604774 0.50240105 0.392257 ] [ 0.27744345 0.40335179 0.51250021 0.85760119 0.42062241] [ 0.48133857 0.45276348 0.47651221 0.37605994 0.46192788] [ 0.86019815 0.30905139 0.38567151 0.17237227 0.28689132] [ 0.58527354 0.66452662 0.36751499 0.52252793 0.49962234] [ 0.63535325 0.60567781 0.4590465 0.48838314 0.43532839] [ 0.73914848 0.43098611 0.51490256 0.4602758 0.3498014 ] [ 0.24927936 0.59300305 0.4356047 0.8539349 0.54996991] [ 0.58877001 0.50117891 0.44478032 0.44845318 0.45646409] [ 0.30142364 0.61492928 0.32757825 0.82828379 0.40023251] [ 0.40409636 0.42064533 0.58909647 0.73863233 0.37260007] [ 0.65848051 0.40340008 0.60199747 0.21395571 0.56515114] [ 0.281587 0.51750431 0.46419983 0.78469155 0.46565136] [ 0.78330809 0.40879399 0.49742795 0.31893463 0.32249176] [ 0.20837037 0.75315149 0.27288507 0.82714726 0.47409575] [ 0.30417243 0.60376794 0.48028509 0.79642521 0.51814964] [ 0.59595962 0.43748975 0.3740426 0.49700175 0.6309314 ] [ 0.75988884 0.42567334 0.46454549 0.33624349 0.3667436 ] [ 0.12421412 0.51529439 0.51617862 0.725804 0.60340456] [ 0.6308723 0.50524597 0.42829311 0.30016618 0.37653057] [ 0.7864637 0.37450396 0.63558157 0.20197927 0.38615488] [ 0.77402699 0.25331296 0.70782362 0.18025469 0.45684609] [ 0.67748594 0.50215004 0.37657948 0.3686938 0.36383455] [ 0.27613914 0.64704283 0.47612067 0.73394139 0.66699804] [ 0.0843867 0.53135743 0.36475404 0.89577545 0.53158899] [ 0.65729551 0.44883334 0.36401712 0.46487503 0.46126496] [ 0.48946082 0.58089825 0.40525914 0.5929325 0.58352973] [ 0.39156504 0.58679839 0.45232117 0.59475962 0.46969887] [ 0.49340657 0.45785271 0.50706133 0.44777186 0.41281642] [ 0.67366901 0.37661696 0.49594367 0.30524872 0.3678461 ] [ 0.5736408 0.55524102 0.37097572 0.57528466 0.42110763] [ 0.61976212 0.28324152 0.65883785 0.53359327 0.50673785] [ 0.77465237 0.31653773 0.68542197 0.23470112 0.44406607] [ 0.8095017 0.35640387 0.65294125 0.19166255 0.49793083] [ 0.23273132 0.62004057 0.41885803 0.87049877 0.65774444] [ 0.51897049 0.45279029 0.4857066 0.59211014 0.61760314] [ 0.53151921 0.64227089 0.57549999 0.67900986 0.49109981] [ 0.24172977 0.6411579 0.4485937 0.76587189 0.54806454] [ 0.75523846 0.42040134 0.55702271 0.28332621 0.32887071] [ 0.88143032 0.42954743 0.51846019 0.15989461 0.27823692] [ 0.28110603 0.57032199 0.34654504 0.77669758 0.54989978] [ 0.53938827 0.48721526 0.57363931 0.48909779 0.47963116] [ 0.38607099 0.45017749 0.58470173 0.65904575 0.44458009] [ 0.84529067 0.46495457 0.49120272 0.19787854 0.34546447] [ 0.83963292 0.45404369 0.52143552 0.2936011 0.42635905] [ 0.47905384 0.61088997 0.31847903 0.62824528 0.39162236] [ 0.62575314 0.48510717 0.48654702 0.57663683 0.36209663] [ 0.67738385 0.52686426 0.42914868 0.55456706 0.34156427] [ 0.48203484 0.50364926 0.54530645 0.51137004 0.60754451] [ 0.57265467 0.51927094 0.6453972 0.57235828 0.42617058] [ 0.51463692 0.48664346 0.41245427 0.65599274 0.32884983] [ 0.49874886 0.49915625 0.59832596 0.63661747 0.47353567] [ 0.81038436 0.32154789 0.61508931 0.165247 0.36018499] Progress: 29.6% ... Training loss: 0.592 ... Validation loss: 1.025[ 0.56989285 0.44817781 0.48396253 0.40944873 0.4300273 ] [ 0.78033878 0.4010096 0.60424945 0.29025846 0.38598154] [ 0.29758746 0.57372983 0.47637083 0.73663557 0.34581786] [ 0.64257257 0.59210256 0.55109074 0.63701952 0.45241125] [ 0.44613751 0.43280712 0.49987105 0.45595216 0.51965854] [ 0.86213744 0.44504745 0.52317374 0.32449706 0.39377268] [ 0.23417927 0.65737329 0.31372516 0.79548496 0.55201178] [ 0.21844651 0.54767279 0.52303102 0.85408338 0.64492915] [ 0.49950543 0.55928684 0.42228136 0.45212079 0.4000969 ] [ 0.54708379 0.43304188 0.50755825 0.51286711 0.55702513] [ 0.58861241 0.4344589 0.60968831 0.5606268 0.43458879] [ 0.50548737 0.51852192 0.53975105 0.45692591 0.34336713] [ 0.38703449 0.6235532 0.61947508 0.65340983 0.58328136] [ 0.88329542 0.307322 0.61238841 0.14152338 0.40549861] [ 0.73719793 0.54148102 0.46515092 0.40111813 0.29990368] [ 0.50321122 0.42950219 0.41589282 0.49875897 0.49566214] [ 0.19415155 0.46626133 0.40639247 0.74958852 0.49002702] [ 0.59871812 0.4066338 0.59471222 0.62967683 0.46585239] [ 0.34449974 0.61625226 0.26730431 0.79145669 0.45903132] [ 0.83730419 0.451977 0.58033759 0.38413081 0.36036473] [ 0.77016784 0.50472151 0.55090369 0.24357781 0.39463023] [ 0.51958651 0.40682257 0.45571899 0.4882987 0.34257668] [ 0.53338834 0.52715439 0.41473388 0.6909083 0.25921727] [ 0.79775187 0.42573061 0.43603853 0.38831907 0.37818586] [ 0.70328683 0.32234005 0.40078576 0.40067263 0.40145508] [ 0.37577638 0.56014839 0.52559945 0.68741013 0.3986092 ] [ 0.83904514 0.3918427 0.57263578 0.15301918 0.35183502] [ 0.62424024 0.50022608 0.44788461 0.43342434 0.49621057] [ 0.5996509 0.41453487 0.51726191 0.44820225 0.40186883] [ 0.61995685 0.53890086 0.51952409 0.47830944 0.40557364] [ 0.59694528 0.36852284 0.60850801 0.36622284 0.52145569] [ 0.26868448 0.66130578 0.43497677 0.68389869 0.5899324 ] [ 0.57209697 0.54051748 0.3777782 0.31848676 0.37170187] [ 0.22752138 0.5955818 0.44868465 0.83256456 0.44765011] [ 0.72137847 0.46586096 0.52704573 0.74138837 0.37569431] [ 0.87957591 0.36794191 0.49054728 0.22272145 0.3351488 ] [ 0.4654679 0.63306121 0.38945969 0.65984489 0.55969583] [ 0.72887631 0.46920137 0.3928114 0.52572719 0.38355548] [ 0.69849272 0.34480856 0.55585651 0.28526386 0.46212198] [ 0.44744859 0.44929217 0.4301693 0.55476028 0.42894214] [ 0.44033269 0.40375154 0.48540295 0.7885237 0.50741014] [ 0.70067492 0.59878206 0.4235831 0.59573264 0.38149116] [ 0.31587707 0.57130276 0.4936065 0.69434475 0.50909392] [ 0.61328688 0.43878477 0.58698013 0.28623301 0.60210105] [ 0.54705689 0.59841913 0.37039752 0.35116113 0.40524907] [ 0.74409076 0.56145386 0.43296529 0.41525762 0.32580195] [ 0.69976504 0.51416687 0.56081578 0.38263737 0.44677272] [ 0.45579272 0.50340523 0.49339346 0.51094014 0.47925563] [ 0.30112436 0.56253664 0.52365647 0.74425063 0.40206589] [ 0.854154 0.48653814 0.50107041 0.30433613 0.40817196] [ 0.47671432 0.46248338 0.60766523 0.47210125 0.55289886] [ 0.69426217 0.51366523 0.45812098 0.30463969 0.48315783] [ 0.47750275 0.55171959 0.58074527 0.48005855 0.52655129] [ 0.51150293 0.57689681 0.50086033 0.50235582 0.31804417] [ 0.63896377 0.48055555 0.6101164 0.36712316 0.45190012] [ 0.29637935 0.54868771 0.41392948 0.53810355 0.51573007] [ 0.78251608 0.34726473 0.5334223 0.22313969 0.33533958] [ 0.30371539 0.3979251 0.38031941 0.85587071 0.4204927 ] [ 0.36530692 0.67750285 0.32683421 0.5808033 0.4188551 ] [ 0.41268257 0.65825209 0.47923189 0.77452965 0.60172023] [ 0.6189763 0.41825871 0.44788235 0.373799 0.54347677] [ 0.79622751 0.4304146 0.6035789 0.14940863 0.51879287] [ 0.16435532 0.56223041 0.49979826 0.86770705 0.46160103] [ 0.893785 0.28922042 0.61535555 0.10818094 0.32896533] [ 0.4253624 0.43695143 0.58193023 0.61712605 0.43755354] [ 0.36810153 0.54737292 0.54948055 0.80098651 0.56993574] [ 0.73829835 0.42142571 0.4950175 0.26986444 0.32399169] [ 0.58316761 0.48695237 0.53886749 0.4805219 0.62827057] [ 0.74951908 0.53472039 0.60186162 0.47737575 0.35108077] [ 0.70584486 0.32657523 0.51416135 0.55586506 0.39182652] [ 0.59651132 0.49301553 0.32601932 0.46818729 0.39154281] [ 0.4819732 0.56334569 0.6013081 0.63734141 0.57571568] [ 0.41824357 0.50005046 0.61974197 0.77445247 0.48527224] [ 0.35042582 0.56237467 0.36321032 0.56149595 0.44047864] [ 0.79843538 0.53424791 0.34539675 0.38430356 0.37231507] [ 0.60755432 0.59510261 0.39709276 0.49165777 0.37521377] [ 0.51470599 0.56747675 0.33906069 0.55163915 0.41796326] [ 0.44002491 0.50514149 0.44496162 0.64559582 0.45152507] [ 0.59956477 0.40907835 0.47484627 0.44941304 0.45041632] [ 0.5495065 0.67641751 0.44329113 0.70021597 0.4884011 ] [ 0.52257409 0.50992108 0.53321333 0.71545508 0.28838376] [ 0.64300218 0.64632891 0.44068633 0.47441506 0.30924846] [ 0.50732252 0.50974784 0.50588408 0.64109647 0.39848941] [ 0.58910666 0.53103557 0.56997981 0.50989926 0.45230622] [ 0.78257191 0.53517527 0.38991021 0.38873547 0.30859371] [ 0.56496471 0.40882251 0.60307659 0.46457807 0.47263672] [ 0.78839437 0.48570943 0.36649433 0.29900338 0.39016549] [ 0.71152572 0.54404527 0.49612424 0.55622519 0.33676003] [ 0.1787469 0.65564436 0.34227395 0.86966958 0.61177259] [ 0.45643393 0.59242256 0.43918313 0.59229213 0.35286857] [ 0.90248492 0.29039061 0.46619609 0.1768741 0.40338129] [ 0.76551347 0.51021276 0.48541114 0.36804197 0.49486775] [ 0.79514865 0.35569856 0.46249008 0.16035507 0.41165929] [ 0.62555403 0.42406735 0.44640721 0.63351018 0.39479611] [ 0.60109651 0.35251467 0.63698408 0.25061305 0.52506122] [ 0.70130874 0.57256855 0.4645507 0.53340134 0.34824744] [ 0.24080222 0.55579651 0.50451975 0.85298551 0.60079754] [ 0.26747793 0.61663768 0.50942107 0.60271113 0.48058743] [ 0.33387138 0.46063662 0.51937911 0.72123081 0.4823473 ] [ 0.08400968 0.61405064 0.39203218 0.92522871 0.55467577] [ 0.53668166 0.46896082 0.43872132 0.55878493 0.43169666] [ 0.51073009 0.58933695 0.45893157 0.69614304 0.47037546] [ 0.47920114 0.48716832 0.40945027 0.69036011 0.45359696] [ 0.79214976 0.35037428 0.47370727 0.08944528 0.30430169] [ 0.4020706 0.55778516 0.51154802 0.79692805 0.49596288] [ 0.8779103 0.36424228 0.68632819 0.20570117 0.3686528 ] [ 0.71013521 0.48530572 0.42670463 0.29405515 0.31595244] [ 0.71448144 0.37117193 0.52566431 0.27160691 0.49980914] [ 0.4483622 0.38109918 0.44775095 0.69197876 0.44121768] [ 0.32866268 0.53199163 0.43944198 0.81940332 0.36231967] [ 0.37028722 0.55069687 0.38037352 0.71429003 0.46550342] [ 0.1860007 0.69770137 0.39989185 0.75448438 0.45408166] [ 0.60958609 0.63738378 0.42740133 0.60949533 0.55246395] [ 0.29883886 0.41020288 0.52494369 0.79289864 0.46753438] [ 0.64786336 0.31777552 0.62412797 0.57251181 0.43936198] [ 0.18749684 0.50298752 0.45154164 0.77429226 0.63440091] [ 0.82020246 0.29194451 0.42611583 0.25600866 0.29211374] [ 0.13630973 0.56786081 0.40820047 0.9110024 0.50573332] [ 0.1452416 0.58456133 0.53738436 0.92276603 0.5612399 ] [ 0.44919812 0.66625802 0.3529652 0.79630405 0.58321801] [ 0.48180485 0.55750184 0.5125738 0.62623451 0.51706316] [ 0.45124151 0.5256219 0.42500311 0.69729585 0.53939592] [ 0.1809176 0.58252724 0.59386202 0.83264778 0.56754648] [ 0.75632945 0.3611013 0.58151103 0.24680221 0.46570902] [ 0.6882002 0.3635818 0.53497433 0.34862607 0.47988444] [ 0.24987721 0.5081518 0.47355859 0.69369883 0.6029054 ] [ 0.50682401 0.61181051 0.42987798 0.51752257 0.48157715] [ 0.26030567 0.5401267 0.4975012 0.86922412 0.58328513] Progress: 29.6% ... Training loss: 0.591 ... Validation loss: 1.024[ 0.43700252 0.3689972 0.45896603 0.74339864 0.36264683] [ 0.24401113 0.62190377 0.30029165 0.819687 0.43673706] [ 0.24609758 0.69889273 0.42518584 0.74978878 0.57832277] [ 0.8666255 0.33473872 0.51076045 0.09382414 0.30395955] [ 0.13270546 0.6069275 0.4353914 0.89849254 0.53604941] [ 0.74769724 0.42037256 0.41963571 0.18889686 0.35325699] [ 0.57037198 0.45096579 0.62769952 0.69471159 0.46026822] [ 0.78363853 0.48722932 0.60280953 0.32631882 0.41513782] [ 0.841102 0.41544773 0.55149163 0.19925782 0.50376848] [ 0.32420439 0.59012716 0.53450516 0.74077276 0.60266871] [ 0.59247285 0.66901832 0.32963773 0.50525447 0.34053629] [ 0.44191911 0.42398521 0.6063701 0.64348539 0.59887598] [ 0.10678799 0.73963634 0.42144442 0.80291332 0.55833407] [ 0.17309855 0.57323494 0.46978895 0.81086502 0.50174014] [ 0.51661166 0.47447829 0.41767156 0.53701668 0.48253216] [ 0.51448588 0.51110884 0.4216508 0.64879014 0.33702626] [ 0.26409107 0.62148171 0.36284638 0.44143389 0.57951186] [ 0.51450008 0.64434539 0.4796935 0.64762854 0.39757308] [ 0.51719865 0.60473558 0.35690131 0.71147361 0.42814873] [ 0.54788638 0.61495766 0.46938701 0.54163344 0.4280981 ] [ 0.52880958 0.34728608 0.66859572 0.52776585 0.48409378] [ 0.68593601 0.39959163 0.44154701 0.67523883 0.27933074] [ 0.88637728 0.38765784 0.55943784 0.20365173 0.40426903] [ 0.35263276 0.61377216 0.46757089 0.60529093 0.39874599] [ 0.55704775 0.65965823 0.41018147 0.7846389 0.49332921] [ 0.31906389 0.56043854 0.48708509 0.81239414 0.37073451] [ 0.54809265 0.55442572 0.68993997 0.49394961 0.49104629] [ 0.71957782 0.41470538 0.55895155 0.13052107 0.51822495] [ 0.32130637 0.60560836 0.36149348 0.77141795 0.47083417] [ 0.51950357 0.52348514 0.49992508 0.53183679 0.43554799] [ 0.43732076 0.49067584 0.37601923 0.58153436 0.50314874] [ 0.68284088 0.54092363 0.3979198 0.52637358 0.49023107] [ 0.68788551 0.49261199 0.5578675 0.1659193 0.50402446] [ 0.52306491 0.55144957 0.63180066 0.46094735 0.47674876] [ 0.60270592 0.67440004 0.40762764 0.65318549 0.49666881] [ 0.75239192 0.35051741 0.552599 0.28520096 0.45909942] [ 0.45898274 0.64118113 0.44023605 0.54456134 0.36173233] [ 0.75832224 0.4130427 0.54792948 0.25646117 0.42838343] [ 0.73254525 0.33777967 0.40065863 0.328963 0.4682576 ] [ 0.74425359 0.33310489 0.64745514 0.26465884 0.38333118] [ 0.18367501 0.58782972 0.42471636 0.86055683 0.4774624 ] [ 0.51455348 0.59074454 0.4144248 0.51024265 0.52574279] [ 0.33167999 0.45399566 0.6042322 0.50748734 0.55915669] [ 0.70803024 0.40529712 0.63690082 0.47267548 0.4346981 ] [ 0.71201968 0.42573879 0.4161667 0.39547791 0.46088454] [ 0.5277164 0.61912238 0.6438222 0.60388279 0.55518576] [ 0.69376828 0.41907144 0.48358607 0.42723757 0.37810462] [ 0.46374745 0.60088926 0.56316056 0.57176142 0.44567932] [ 0.25018399 0.61348034 0.56569208 0.8268188 0.56805345] [ 0.55116732 0.29605395 0.51318073 0.5222596 0.34177641] [ 0.15617695 0.59346807 0.38512362 0.910467 0.49098026] [ 0.67381519 0.33222057 0.62787099 0.56961004 0.393678 ] [ 0.52874549 0.40018863 0.57033083 0.46807381 0.44660291] [ 0.4915381 0.57759361 0.53602449 0.5876638 0.52010195] [ 0.5700306 0.44814647 0.48397546 0.40937451 0.43001249] [ 0.53941284 0.42220289 0.61535984 0.79092414 0.40177898] [ 0.78525747 0.35280284 0.52646443 0.19568454 0.44133878] [ 0.38839175 0.50284643 0.31662854 0.53900639 0.33721079] [ 0.6454339 0.35371393 0.52730833 0.33132196 0.45754232] [ 0.80489492 0.29323011 0.64815641 0.16923423 0.37812315] [ 0.41161087 0.60130964 0.49345177 0.75979284 0.34559644] [ 0.1883838 0.69726761 0.29705903 0.68973227 0.5492512 ] [ 0.42058517 0.51863967 0.40561016 0.39636852 0.38612118] [ 0.42722678 0.52107229 0.5014353 0.61021443 0.31811384] [ 0.53549459 0.48561261 0.47806509 0.27090479 0.41347581] [ 0.7809128 0.4823986 0.49339892 0.49238185 0.38357104] [ 0.71523969 0.55386972 0.60001899 0.35405471 0.42931751] [ 0.41302853 0.42683874 0.52705983 0.61819043 0.64983941] [ 0.55650396 0.5905274 0.59842287 0.62150239 0.47986911] [ 0.15584019 0.65790871 0.45345188 0.8664919 0.58733896] [ 0.16387643 0.64473125 0.43890311 0.91432768 0.49464648] [ 0.22324315 0.57898243 0.32778064 0.74089546 0.4336433 ] [ 0.35536515 0.45311875 0.44932198 0.67179422 0.4178346 ] [ 0.53966773 0.42500635 0.68651432 0.52728125 0.44345025] [ 0.45850961 0.62521567 0.44880414 0.6939388 0.54280337] [ 0.32742556 0.5543635 0.45396003 0.58428922 0.54843951] [ 0.26703972 0.54785055 0.57720232 0.83823528 0.52801474] [ 0.13013116 0.59440015 0.43857841 0.88057173 0.44300921] [ 0.77751245 0.3300976 0.54857802 0.36317571 0.41450293] [ 0.2220241 0.60604088 0.50004638 0.92413029 0.52933677] [ 0.29893372 0.74314441 0.3369613 0.7575966 0.54871133] [ 0.84556791 0.4242732 0.51045099 0.1807231 0.2866946 ] [ 0.68110806 0.42852134 0.59860571 0.19912025 0.47698883] [ 0.5817468 0.40556392 0.68362778 0.54363894 0.43462936] [ 0.86238617 0.35905113 0.56899562 0.21085307 0.42056981] [ 0.55478385 0.46983105 0.53004268 0.47656106 0.54854489] [ 0.34602664 0.48397315 0.587239 0.60944628 0.58457114] [ 0.4236686 0.65154189 0.51817182 0.67380218 0.60966359] [ 0.27336307 0.56915212 0.53379091 0.71432716 0.47282504] [ 0.58630695 0.31151397 0.58073805 0.48869243 0.61259939] [ 0.58544946 0.41838606 0.56127249 0.33375727 0.48219856] [ 0.49756463 0.4549708 0.59763948 0.71432334 0.47216797] [ 0.58484471 0.41817354 0.54435709 0.53659464 0.50419748] [ 0.60444916 0.42256865 0.63795337 0.56553409 0.47388828] [ 0.39147868 0.69106236 0.48281376 0.66074513 0.44834227] [ 0.7662574 0.48048278 0.57740131 0.3480645 0.4882251 ] [ 0.38972164 0.7039982 0.55127788 0.64419957 0.60793233] [ 0.22253387 0.6283004 0.50435498 0.66623209 0.6168235 ] [ 0.54581342 0.59277239 0.40128725 0.49196509 0.38656553] [ 0.28597376 0.54176407 0.34758729 0.80385899 0.50183449] [ 0.59294606 0.34179292 0.59711759 0.46588446 0.3996497 ] [ 0.57690069 0.40716226 0.50524669 0.3321426 0.50141459] [ 0.42014481 0.53184953 0.50500765 0.553024 0.64017559] [ 0.32103613 0.69931935 0.46280133 0.82267884 0.60394068] [ 0.12845216 0.62903799 0.32742391 0.90628563 0.55616349] [ 0.61723135 0.46410032 0.54170388 0.3213855 0.4455613 ] [ 0.31519275 0.5956502 0.4526192 0.60711845 0.51578176] [ 0.51040824 0.56984428 0.51870412 0.53041488 0.36500464] [ 0.37059352 0.56754794 0.44326162 0.68666377 0.4894171 ] [ 0.39192778 0.50513424 0.44998383 0.53754205 0.60614765] [ 0.34172206 0.51735975 0.50157944 0.72399316 0.59942063] [ 0.20464224 0.50562886 0.39442747 0.88042757 0.45181928] [ 0.3081928 0.61024971 0.32207145 0.80564968 0.34737995] [ 0.73566805 0.40399931 0.58618617 0.16640184 0.47589395] [ 0.14598933 0.63744546 0.51133786 0.85714819 0.58052138] [ 0.85154 0.29120627 0.59343106 0.19164054 0.42991468] [ 0.77601006 0.45827756 0.51632482 0.30172849 0.39785791] [ 0.6323548 0.46271677 0.53658816 0.33020018 0.51998384] [ 0.79881295 0.45782944 0.34279854 0.32717963 0.32279823] [ 0.64744799 0.41904269 0.55234587 0.4465326 0.47556742] [ 0.8945869 0.33902752 0.69772898 0.18339808 0.39031941] [ 0.27021893 0.55774031 0.37628192 0.85008039 0.46410505] [ 0.77005562 0.47683432 0.58915865 0.2945756 0.35239901] [ 0.30427437 0.51004806 0.47985235 0.91340875 0.54583884] [ 0.18157489 0.55877039 0.33922936 0.90056912 0.43239209] [ 0.77267543 0.37928841 0.46864577 0.44903233 0.38155218] [ 0.45588035 0.35672143 0.5573118 0.65076273 0.5512949 ] [ 0.73707414 0.48969651 0.49649809 0.30918012 0.45252885] Progress: 29.7% ... Training loss: 0.591 ... Validation loss: 1.022[ 0.72360808 0.56108996 0.55281057 0.45328082 0.45673447] [ 0.83577406 0.37885982 0.6239913 0.20503 0.4254526 ] [ 0.50349044 0.49321821 0.45976628 0.59307769 0.57078079] [ 0.30225462 0.53449091 0.55868478 0.67875071 0.49453766] [ 0.32338918 0.72145809 0.28461395 0.69217185 0.46632469] [ 0.58050233 0.39123908 0.60520621 0.44986942 0.35517943] [ 0.83067479 0.35150766 0.49815481 0.30954171 0.37565563] [ 0.28181238 0.69770985 0.493473 0.71995863 0.53147234] [ 0.19396856 0.70724474 0.43179619 0.80823369 0.48585709] [ 0.36557461 0.46649505 0.50206186 0.5438609 0.46016715] [ 0.51232815 0.5612447 0.34518593 0.57137787 0.41092617] [ 0.72255214 0.45558361 0.57297555 0.40575858 0.51967349] [ 0.58555934 0.48648851 0.50186552 0.67402962 0.27137254] [ 0.70695123 0.47396115 0.47153396 0.44076457 0.2741368 ] [ 0.68690989 0.41797382 0.56594714 0.69210807 0.31330204] [ 0.43921894 0.4411882 0.60217353 0.71096376 0.43645787] [ 0.60208264 0.48892436 0.46258393 0.39919223 0.50228111] [ 0.16703855 0.62579554 0.42742688 0.68243417 0.55291427] [ 0.44705887 0.59352076 0.38207065 0.6429971 0.52274833] [ 0.75646612 0.43304747 0.51633561 0.25530284 0.35595207] [ 0.37377322 0.56196558 0.5500626 0.80646748 0.50689005] [ 0.68171479 0.36847245 0.47366819 0.74331374 0.40655931] [ 0.57701351 0.53819725 0.45785044 0.54439565 0.37392606] [ 0.26931657 0.62349435 0.45236802 0.86621986 0.55388661] [ 0.4271048 0.43922704 0.62468599 0.7656707 0.48515606] [ 0.18278875 0.64561387 0.32925112 0.85842932 0.42438858] [ 0.85895674 0.39989067 0.4418743 0.17460272 0.30656187] [ 0.17507787 0.76054405 0.3535412 0.81619549 0.55936399] [ 0.56258035 0.43883878 0.50506271 0.58536153 0.62646644] [ 0.36079413 0.57654314 0.52088335 0.73955635 0.47529882] [ 0.49431989 0.65132133 0.41771974 0.61755267 0.4120126 ] [ 0.55720828 0.57383759 0.4444014 0.39945123 0.28136073] [ 0.49241947 0.49264685 0.44266408 0.38665071 0.48803152] [ 0.58067963 0.39790624 0.58167763 0.31791437 0.45271536] [ 0.36876015 0.53707377 0.50348398 0.55194864 0.43410829] [ 0.84013938 0.34194973 0.51798213 0.24535892 0.38344996] [ 0.50389219 0.3862136 0.56888521 0.32883291 0.51512514] [ 0.39335557 0.60496666 0.43681006 0.72905801 0.55163923] [ 0.31319571 0.5325394 0.47998419 0.47920612 0.54157928] [ 0.53470139 0.40943631 0.49885788 0.69469444 0.34290972] [ 0.60474643 0.49486209 0.56962559 0.39164256 0.46980926] [ 0.6538571 0.40407106 0.49817213 0.37926095 0.43599675] [ 0.33563749 0.61265546 0.45502839 0.61983759 0.38345273] [ 0.44118016 0.40518011 0.46718973 0.60456433 0.37015558] [ 0.50763115 0.50543183 0.51985629 0.70157446 0.33452458] [ 0.20120678 0.56997775 0.49753623 0.7242424 0.47859333] [ 0.74955418 0.33034494 0.64521442 0.29729082 0.37228671] [ 0.60006314 0.45434841 0.44172393 0.54169424 0.55276315] [ 0.83298417 0.47669434 0.48681298 0.33637229 0.38647587] [ 0.53093417 0.42019813 0.55490824 0.54935944 0.60089333] [ 0.54774404 0.54226159 0.37830525 0.66178585 0.4375489 ] [ 0.31021094 0.61069309 0.47196905 0.82398755 0.36776173] [ 0.64419085 0.44502908 0.54860938 0.70289673 0.40220774] [ 0.32705223 0.58059605 0.41310129 0.72409478 0.5743804 ] [ 0.43650663 0.48434674 0.39411479 0.55899518 0.49407069] [ 0.65007482 0.42557395 0.59400852 0.48025396 0.42579855] [ 0.82404531 0.38534369 0.45206729 0.3695769 0.30429379] [ 0.76026759 0.40158786 0.6371733 0.34338091 0.4307077 ] [ 0.52064064 0.60923281 0.31192578 0.60418381 0.33738683] [ 0.17820239 0.65629643 0.34197091 0.869845 0.61207528] [ 0.63639828 0.67765054 0.40663586 0.60628338 0.41960452] [ 0.22390084 0.44505257 0.55068819 0.72004273 0.51775798] [ 0.17290783 0.56850798 0.50938509 0.8882431 0.67978831] [ 0.58590834 0.43126805 0.38148457 0.32989694 0.42715918] [ 0.68666785 0.3788308 0.32950932 0.37296699 0.39619645] [ 0.45085332 0.52897617 0.63720469 0.4547757 0.57150107] [ 0.58060752 0.46657645 0.6862591 0.67937017 0.44590192] [ 0.50961429 0.52271761 0.40745515 0.6878466 0.36659544] [ 0.37467005 0.54006908 0.53374394 0.66377699 0.68020683] [ 0.345736 0.57923976 0.54953621 0.5984322 0.46010893] [ 0.6476683 0.41893717 0.55239571 0.44635838 0.47552987] [ 0.24910684 0.51287574 0.40638168 0.90415094 0.63150779] [ 0.43515435 0.52591402 0.50659261 0.65321219 0.47808152] [ 0.91162804 0.30153863 0.59547198 0.12617136 0.32084791] [ 0.71332202 0.61556412 0.56667039 0.4650055 0.46465096] [ 0.6099239 0.45256396 0.4550829 0.4564322 0.34088308] [ 0.35961888 0.45701973 0.4895387 0.44978894 0.50644382] [ 0.60422333 0.56247385 0.52174454 0.51359709 0.3769856 ] [ 0.13836897 0.63686728 0.45471374 0.91258142 0.53264372] [ 0.89236105 0.33578961 0.51196781 0.13706875 0.35192547] [ 0.78575079 0.37374429 0.54355247 0.33371239 0.40359846] [ 0.48812117 0.59270864 0.34382562 0.60006232 0.30342604] [ 0.6674389 0.41678805 0.54497385 0.31589193 0.47924531] [ 0.25689975 0.50282786 0.39220596 0.86624649 0.54638427] [ 0.43925143 0.50635122 0.51554059 0.55685781 0.41922289] [ 0.79078769 0.3017945 0.6068021 0.19789174 0.39338039] [ 0.49364356 0.45909979 0.49741542 0.52259209 0.45490507] [ 0.46280286 0.58181818 0.42843833 0.62288098 0.29622002] [ 0.68888366 0.54414577 0.36026782 0.47476561 0.48794363] [ 0.82469323 0.31417174 0.64608721 0.18659115 0.43845701] [ 0.65876261 0.61360052 0.37022026 0.52791868 0.38251665] [ 0.24836094 0.5086538 0.44384476 0.69592152 0.48490903] [ 0.7004191 0.52137852 0.61211285 0.44037393 0.42649454] [ 0.40525638 0.33734435 0.67449227 0.67357047 0.49588501] [ 0.54820848 0.62345686 0.45577691 0.50859848 0.44803823] [ 0.36209361 0.54741371 0.45733485 0.55298439 0.48776648] [ 0.69966877 0.52955698 0.38071496 0.36814995 0.32610158] [ 0.65750064 0.4787856 0.41697053 0.43593029 0.44999757] [ 0.47244609 0.54635008 0.35708782 0.45541718 0.38165139] [ 0.65880751 0.49852982 0.39427382 0.33374326 0.27863594] [ 0.18548955 0.60507532 0.51561035 0.83942148 0.53094829] [ 0.32239239 0.63136505 0.43013156 0.70669601 0.40448234] [ 0.82944198 0.473837 0.41931883 0.4227659 0.30169992] [ 0.65917372 0.52509268 0.47654976 0.47844865 0.50076726] [ 0.84141834 0.35795485 0.50147203 0.30006035 0.36508702] [ 0.45425389 0.60138755 0.5521324 0.61005995 0.5601231 ] [ 0.57240435 0.51171622 0.40849253 0.32495277 0.42896989] [ 0.59743082 0.50897429 0.44865412 0.42009913 0.45702916] [ 0.60194249 0.460665 0.6643718 0.30672216 0.36707845] [ 0.28038953 0.55675264 0.46077571 0.87592595 0.58006481] [ 0.26190582 0.66141077 0.46546239 0.59456156 0.61051211] [ 0.52390402 0.55754562 0.58609023 0.47970009 0.52137812] [ 0.47106194 0.45842562 0.49716659 0.78605801 0.46602602] [ 0.84432581 0.50357231 0.33854415 0.39371806 0.31289301] [ 0.61880477 0.62881726 0.42441019 0.62520728 0.55953045] [ 0.45809065 0.54622494 0.45632382 0.66869985 0.55551545] [ 0.8323277 0.36615441 0.50757507 0.17172505 0.36134322] [ 0.57914147 0.47536655 0.40682976 0.36549269 0.48758248] [ 0.5362187 0.47394936 0.53518145 0.75199189 0.40289599] [ 0.45383662 0.4446579 0.56705046 0.546461 0.49390882] [ 0.69157507 0.53379569 0.56787665 0.42900321 0.47110375] [ 0.86117009 0.47678878 0.49969757 0.31573942 0.3150271 ] [ 0.61089369 0.48814972 0.52562468 0.39372 0.49157493] [ 0.71707063 0.36117786 0.58409379 0.33356103 0.47403059] [ 0.36788604 0.5464137 0.49465233 0.76140467 0.47601423] [ 0.53575126 0.52990704 0.56551537 0.64986754 0.50363346] [ 0.50872785 0.41464195 0.61886553 0.41664042 0.57052159] [ 0.71838695 0.43197858 0.46870676 0.25846882 0.43497261] Progress: 29.8% ... Training loss: 0.591 ... Validation loss: 1.023[ 0.47628687 0.48477769 0.40044062 0.68105201 0.35965615] [ 0.61293421 0.50232185 0.56522095 0.36046408 0.52692445] [ 0.84808956 0.39368062 0.57191682 0.32333373 0.39049403] [ 0.38235905 0.53418169 0.62095113 0.52310413 0.60186433] [ 0.81725941 0.43848054 0.51785502 0.399511 0.30123904] [ 0.29379448 0.57344145 0.55308462 0.80892434 0.47572204] [ 0.56875108 0.55728882 0.56676668 0.44120636 0.49754843] [ 0.27120896 0.58888444 0.33358065 0.80884435 0.4933119 ] [ 0.48565731 0.59804373 0.41839413 0.53987484 0.50055022] [ 0.17873258 0.64944838 0.29788973 0.72373473 0.50651839] [ 0.85282559 0.34429241 0.62814603 0.17048526 0.41816679] [ 0.47843093 0.41465962 0.56309065 0.51877971 0.51630668] [ 0.5374849 0.47806605 0.57668802 0.38653174 0.64689763] [ 0.85730555 0.2741139 0.57565566 0.15620717 0.41406669] [ 0.29190617 0.70402961 0.38993981 0.80456519 0.44862451] [ 0.54128271 0.48781663 0.57265606 0.35631321 0.48904052] [ 0.63406899 0.54450092 0.47778347 0.35505997 0.51894205] [ 0.82284673 0.40795331 0.4769149 0.12110069 0.33087336] [ 0.32818487 0.53900482 0.42055622 0.59684881 0.35970027] [ 0.19900201 0.69134701 0.29128143 0.79130169 0.51328287] [ 0.20910503 0.66717835 0.39769046 0.76298362 0.53846382] [ 0.82121274 0.34287705 0.63033247 0.28477131 0.42692647] [ 0.16506538 0.57395131 0.54438646 0.73838714 0.59739876] [ 0.31881138 0.59562188 0.40119231 0.67038845 0.5760291 ] [ 0.61312607 0.40764136 0.67941393 0.32216567 0.43879122] [ 0.43522703 0.47089063 0.55484412 0.65223888 0.57585662] [ 0.71188938 0.54393541 0.49617013 0.55596497 0.33671378] [ 0.29514835 0.46248264 0.39705494 0.67494829 0.60629637] [ 0.35461175 0.52436444 0.344821 0.79048042 0.46021499] [ 0.63354741 0.37743036 0.66442854 0.29326652 0.46229878] [ 0.62190959 0.3490789 0.59453986 0.51035635 0.29105278] [ 0.83610455 0.30589024 0.54650442 0.17333474 0.40644462] [ 0.57496215 0.4169255 0.45812306 0.38655037 0.37647952] [ 0.29723351 0.65094956 0.34125921 0.58537344 0.57429703] [ 0.69979781 0.54317795 0.50493856 0.51039688 0.42991012] [ 0.75025422 0.5296845 0.52109989 0.40069248 0.39234723] [ 0.12233233 0.55509217 0.47223529 0.84325435 0.65160515] [ 0.70556648 0.39914723 0.46505893 0.36001196 0.3310887 ] [ 0.37854488 0.69102596 0.36479656 0.56532277 0.5595298 ] [ 0.22363821 0.4454061 0.5505369 0.72038633 0.51789372] [ 0.316892 0.67998356 0.32863144 0.84279299 0.43868125] [ 0.43287732 0.63611855 0.41940123 0.62961867 0.58866797] [ 0.39210946 0.49991539 0.66668395 0.76866506 0.48856145] [ 0.17687284 0.7040309 0.42726045 0.78565503 0.40899844] [ 0.35398403 0.55094792 0.41432196 0.77175915 0.56947026] [ 0.47101156 0.65797872 0.35168341 0.77723734 0.44760007] [ 0.33955659 0.67054926 0.46775193 0.75614303 0.48511284] [ 0.51531967 0.58801154 0.31943805 0.46423517 0.32458659] [ 0.66236051 0.3994452 0.61882735 0.46451694 0.40661325] [ 0.65488288 0.51663625 0.38846986 0.49556094 0.29613958] [ 0.72447336 0.48848226 0.51606781 0.39612847 0.32988269] [ 0.4882439 0.33507343 0.67117003 0.63510889 0.48541542] [ 0.74648179 0.37942541 0.59728919 0.32090781 0.43052353] [ 0.63237333 0.42700987 0.53653138 0.53449976 0.41637364] [ 0.74421384 0.55196766 0.45231032 0.37223262 0.32259423] [ 0.53876012 0.49907821 0.56817414 0.53339357 0.37486294] [ 0.53758767 0.54693086 0.42790103 0.56227231 0.46969066] [ 0.80014301 0.52716595 0.48987524 0.20222705 0.47832401] [ 0.81627774 0.36445798 0.48783563 0.15852169 0.43208428] [ 0.55431777 0.45867711 0.58587596 0.6515552 0.42648713] [ 0.20460807 0.60278104 0.47265415 0.78825873 0.55000899] [ 0.22950864 0.56844965 0.46040878 0.89189781 0.51571126] [ 0.46491573 0.54166999 0.46810596 0.61921387 0.37022669] [ 0.60200403 0.60104241 0.48416387 0.32709218 0.46454484] [ 0.49469097 0.49118838 0.59255195 0.39909687 0.47863238] [ 0.58858316 0.42918982 0.50718295 0.39552437 0.49092572] [ 0.83150263 0.42521773 0.54866039 0.30328809 0.4271549 ] [ 0.57343689 0.41151076 0.48823422 0.63827723 0.3236748 ] [ 0.29374968 0.52816019 0.61696468 0.73638232 0.52990144] [ 0.77238655 0.42223527 0.72123864 0.18470242 0.45799631] [ 0.33116617 0.55734341 0.59480883 0.70700465 0.56313999] [ 0.40177913 0.50954707 0.47780297 0.5940483 0.6619021 ] [ 0.63437667 0.59946044 0.46785634 0.55688226 0.36673293] [ 0.26356524 0.61450648 0.52098603 0.76153202 0.66483095] [ 0.89932054 0.2768133 0.59906367 0.19367095 0.33606844] [ 0.69987423 0.36464332 0.52243042 0.31085128 0.35912669] [ 0.18624573 0.61126082 0.34304955 0.84781207 0.49698358] [ 0.81796671 0.39125215 0.52937006 0.18931996 0.26790599] [ 0.68342067 0.45383286 0.52981006 0.42052367 0.32607055] [ 0.0857437 0.46348636 0.44887841 0.84781291 0.55281556] [ 0.60834802 0.4300818 0.47235831 0.42914349 0.41041928] [ 0.38933555 0.46964172 0.38276424 0.56014065 0.46037309] [ 0.31543674 0.47023503 0.51805264 0.63601069 0.57867854] [ 0.4085013 0.49329371 0.47505516 0.80446534 0.45889268] [ 0.65955183 0.45630969 0.55998886 0.42578624 0.45503185] [ 0.37528705 0.57229691 0.50664319 0.5226146 0.59705679] [ 0.46706683 0.62802164 0.47860544 0.7457736 0.32044899] [ 0.40249431 0.55093119 0.42436014 0.70022193 0.53194081] [ 0.72116421 0.36350847 0.63647913 0.65312881 0.34101514] [ 0.46377368 0.44677593 0.5783756 0.71733595 0.44977005] [ 0.38242004 0.54823145 0.38957671 0.69440784 0.43559533] [ 0.88693032 0.3691107 0.44340813 0.13613994 0.40493288] [ 0.54320919 0.30982103 0.62024326 0.52038616 0.49414153] [ 0.78901224 0.39071274 0.59039054 0.20262014 0.45322477] [ 0.70923745 0.39189289 0.58656298 0.5402659 0.41930884] [ 0.62737778 0.39947767 0.58384513 0.34642796 0.62117595] [ 0.37272471 0.44369411 0.66081447 0.79089134 0.48380795] [ 0.76325881 0.46539227 0.52916167 0.30514868 0.41450367] [ 0.22790245 0.45307434 0.53350332 0.73347739 0.53302635] [ 0.84067223 0.35322515 0.64269193 0.17389218 0.41302082] [ 0.45053758 0.56064535 0.53962289 0.6478994 0.35461081] [ 0.62431665 0.425375 0.4592962 0.59241779 0.30441988] [ 0.41408027 0.54957085 0.43140939 0.57694522 0.51286603] [ 0.5493213 0.43870893 0.56823858 0.39815692 0.46323733] [ 0.71166316 0.38600772 0.5467483 0.35178414 0.417097 ] [ 0.67477022 0.50305613 0.50942549 0.37029784 0.48779492] [ 0.32777498 0.58323466 0.2712015 0.87140699 0.5080523 ] [ 0.20253322 0.46233235 0.42138793 0.61494071 0.75043086] [ 0.27577022 0.54110524 0.53733749 0.87783645 0.54451873] [ 0.64934024 0.37440037 0.64718103 0.31097356 0.4673373 ] [ 0.5901708 0.5307689 0.42675246 0.40023751 0.35379397] [ 0.35581317 0.7012641 0.41094468 0.7421902 0.41425293] [ 0.37145264 0.52450514 0.44441804 0.63392874 0.65797829] [ 0.26652191 0.49816129 0.49400867 0.80899574 0.39126896] [ 0.45217443 0.38470132 0.47059698 0.76016762 0.35765345] [ 0.76498753 0.39323326 0.57184442 0.26742529 0.45485479] [ 0.61410522 0.52462251 0.38916219 0.34283091 0.36955929] [ 0.39034574 0.57307125 0.35299616 0.5792866 0.56284762] [ 0.38920583 0.601501 0.40479824 0.67891499 0.53126314] [ 0.51001032 0.67025809 0.30056833 0.50673278 0.4294635 ] [ 0.51562179 0.60361805 0.41799403 0.53628019 0.41605162] [ 0.21475856 0.60773902 0.32129606 0.82948563 0.45985461] [ 0.83563841 0.37904233 0.62391458 0.20514417 0.42551384] [ 0.84268108 0.36065961 0.58911788 0.13505299 0.25715443] [ 0.57946139 0.50192973 0.58696421 0.73820667 0.33471016] [ 0.43023305 0.52153424 0.35366318 0.5415599 0.46918449] [ 0.31509439 0.55971197 0.50521658 0.73844529 0.63020131] [ 0.44470012 0.52016245 0.44334566 0.44184063 0.29900753] Progress: 29.8% ... Training loss: 0.590 ... Validation loss: 1.019[ 0.56255206 0.44144686 0.36971056 0.40904415 0.33337545] [ 0.77146066 0.40693637 0.66364771 0.34107859 0.43620685] [ 0.46260621 0.50428632 0.51619215 0.71178776 0.43444937] [ 0.6497789 0.64550433 0.40289927 0.53376345 0.39262235] [ 0.16899267 0.5720289 0.43652145 0.80721292 0.44578709] [ 0.91899457 0.30008087 0.61917296 0.09447509 0.2987674 ] [ 0.69743495 0.56327159 0.65413043 0.49693346 0.44505466] [ 0.35341607 0.46483042 0.56895237 0.819028 0.49448901] [ 0.67267108 0.3772803 0.49565118 0.30590473 0.36802687] [ 0.79966877 0.35030922 0.63560458 0.18629393 0.49966907] [ 0.22694618 0.56469105 0.47005452 0.71394732 0.54456688] [ 0.4339678 0.55354598 0.45038074 0.68159317 0.46830413] [ 0.45073602 0.44385195 0.49952759 0.69581388 0.54840611] [ 0.33203672 0.61541591 0.29665393 0.7213636 0.56433909] [ 0.348783 0.65079123 0.34692949 0.74400165 0.47549047] [ 0.25781003 0.66259757 0.44900589 0.83036282 0.50661355] [ 0.61830338 0.39690888 0.41381747 0.59010196 0.41175666] [ 0.36287412 0.65012528 0.37221107 0.69479175 0.55053749] [ 0.54090201 0.48680773 0.57380808 0.48845713 0.47945513] [ 0.79021407 0.47290516 0.49271857 0.37771112 0.37273623] [ 0.43414485 0.49426492 0.43173806 0.59696135 0.51970499] [ 0.74313362 0.43555982 0.51034104 0.36335473 0.41262869] [ 0.11696859 0.70283384 0.38735592 0.84400825 0.6474661 ] [ 0.60162546 0.4168793 0.5978673 0.27021249 0.49856102] [ 0.57052595 0.43863898 0.60172764 0.58968277 0.44718836] [ 0.59451341 0.6034586 0.48728472 0.59861772 0.4243383 ] [ 0.15785584 0.46288576 0.47238822 0.74538209 0.6610535 ] [ 0.65197134 0.36108307 0.60150256 0.34549262 0.48695153] [ 0.75083353 0.44875122 0.56850515 0.26809482 0.50148343] [ 0.15700071 0.57237225 0.43134032 0.89835921 0.44949684] [ 0.89474626 0.32312987 0.52475302 0.10960345 0.35394785] [ 0.62275996 0.41509127 0.44912463 0.35599052 0.38377139] [ 0.17186698 0.76321075 0.26866506 0.83086892 0.48141503] [ 0.72990196 0.45915804 0.57611118 0.36979564 0.37560829] [ 0.41587928 0.46714808 0.52709607 0.78827535 0.48375296] [ 0.6080677 0.6645175 0.36267591 0.55043988 0.45832731] [ 0.72760502 0.36304603 0.52478708 0.32631364 0.468502 ] [ 0.37905174 0.60011076 0.50878794 0.54333127 0.58980057] [ 0.75056513 0.42336879 0.43029142 0.29511405 0.30670405] [ 0.72577964 0.43857971 0.30797479 0.38516799 0.36261056] [ 0.40032119 0.62382835 0.4281646 0.60457059 0.44193505] [ 0.31141631 0.48939581 0.40799451 0.74806748 0.45525628] [ 0.25018503 0.68819857 0.38131593 0.76896383 0.44167459] [ 0.34261427 0.4796381 0.47605251 0.56380282 0.57902726] [ 0.14600958 0.58418833 0.53751661 0.922461 0.56122365] [ 0.37255404 0.43915154 0.44886985 0.7855295 0.51634509] [ 0.86752655 0.38040364 0.56350183 0.19936703 0.40735118] [ 0.49684156 0.45841114 0.51757358 0.61043929 0.46155511] [ 0.7627397 0.37785357 0.61460266 0.14286081 0.49202507] [ 0.8557304 0.36718783 0.4166309 0.14239629 0.24825353] [ 0.80231191 0.47953791 0.47974306 0.32683656 0.33588984] [ 0.50268556 0.3176977 0.46251286 0.65304052 0.54680482] [ 0.70224713 0.49592397 0.49208675 0.30308919 0.36553976] [ 0.73472422 0.458301 0.51329257 0.33591036 0.34881112] [ 0.84941735 0.33549381 0.5890183 0.20965807 0.41768366] [ 0.46181052 0.54094708 0.53210654 0.52463916 0.53701206] [ 0.37256479 0.56345003 0.52313982 0.58481977 0.61184494] [ 0.50268556 0.3176977 0.46251286 0.65304052 0.54680482] [ 0.199671 0.66991386 0.42267169 0.57978019 0.57232975] [ 0.49950735 0.39675446 0.53336898 0.40415139 0.41925835] [ 0.66013755 0.37316074 0.49820604 0.52902003 0.23949522] [ 0.28553102 0.65090108 0.38219975 0.72655699 0.52115075] [ 0.33905785 0.53870792 0.63480797 0.67801415 0.52083686] [ 0.52889837 0.55418466 0.52071127 0.45878575 0.48513623] [ 0.33785107 0.54745522 0.40811016 0.71750219 0.410674 ] [ 0.62761606 0.51248506 0.56436351 0.40379086 0.38008837] [ 0.26722415 0.5437375 0.54627675 0.77844625 0.55665267] [ 0.52452312 0.44504516 0.52500547 0.70309048 0.35807184] [ 0.26743471 0.57812065 0.42963762 0.73919182 0.65456422] [ 0.88920593 0.35745748 0.48879476 0.16946856 0.28056455] [ 0.75900307 0.49265163 0.44064617 0.47942613 0.36751131] [ 0.69345493 0.49184503 0.45417703 0.50285103 0.45965825] [ 0.47498835 0.46354439 0.60722452 0.47342961 0.5532577 ] [ 0.29245273 0.64828461 0.48576455 0.82945256 0.37403775] [ 0.51472358 0.41809347 0.31721298 0.74045363 0.47011048] [ 0.13699912 0.48441318 0.41353346 0.88884237 0.51308414] [ 0.16019753 0.50452404 0.37115121 0.89492198 0.59852767] [ 0.5336073 0.45481358 0.56988836 0.6174831 0.5929669 ] [ 0.14600958 0.58418833 0.53751661 0.922461 0.56122365] [ 0.38527153 0.5756092 0.38762363 0.42773748 0.40875058] [ 0.64055643 0.5085691 0.49322513 0.49322322 0.39434276] [ 0.57584714 0.39058301 0.5235181 0.54008179 0.29776708] [ 0.42658154 0.46138389 0.47591947 0.49939515 0.59011021] [ 0.64245307 0.59227568 0.55100121 0.63703483 0.45248253] [ 0.69098855 0.52814703 0.5424584 0.35773698 0.42116588] [ 0.81867878 0.41065046 0.66497376 0.25773797 0.45616349] [ 0.77844879 0.43103629 0.51519397 0.27805722 0.40699487] [ 0.52770319 0.49580362 0.57114734 0.53600923 0.36428104] [ 0.64526168 0.48164399 0.46879223 0.53262102 0.51384606] [ 0.37565436 0.58902052 0.52541952 0.65611843 0.43368614] [ 0.47691442 0.42048699 0.61748635 0.43148716 0.48982597] [ 0.60089378 0.44919766 0.65381697 0.59196453 0.42581505] [ 0.54401236 0.44998999 0.53718648 0.44161999 0.58959761] [ 0.71683825 0.41062641 0.58111049 0.29933388 0.39432467] [ 0.38591941 0.61738605 0.32450768 0.63752045 0.46500521] [ 0.32168182 0.52668225 0.52423629 0.86550353 0.44275514] [ 0.38769166 0.63055083 0.41431632 0.49864668 0.46874759] [ 0.25018936 0.60061783 0.49071811 0.81196471 0.45286951] [ 0.82022141 0.29202284 0.42608261 0.25599805 0.29210515] [ 0.75559383 0.41726888 0.62495048 0.23405173 0.39995074] [ 0.20111113 0.5534199 0.51966992 0.89137798 0.51395326] [ 0.56659452 0.3487015 0.52177525 0.5371791 0.44287496] [ 0.50074549 0.589783 0.60378839 0.63169377 0.50285333] [ 0.53964369 0.59713493 0.47547609 0.61295315 0.45233705] [ 0.34181347 0.61180438 0.38641189 0.50148977 0.55054857] [ 0.31141631 0.48939581 0.40799451 0.74806748 0.45525628] [ 0.71232184 0.4639638 0.39631918 0.35633479 0.39537177] [ 0.70594104 0.42856205 0.60285432 0.25636525 0.58324176] [ 0.44018738 0.64366009 0.33564274 0.59693354 0.43075455] [ 0.73558593 0.41234401 0.51439809 0.34969295 0.47824684] [ 0.6411545 0.42469467 0.53390986 0.56543234 0.39983259] [ 0.25938082 0.70677919 0.4346912 0.76311424 0.40027876] [ 0.31141631 0.48939581 0.40799451 0.74806748 0.45525628] [ 0.6300865 0.62024366 0.4637316 0.34468548 0.41624253] [ 0.24138409 0.52242101 0.40011836 0.7343541 0.55547726] [ 0.55780364 0.49268297 0.39793696 0.67256232 0.29577897] [ 0.68171837 0.64368603 0.446637 0.54258992 0.37863373] [ 0.57284165 0.39728432 0.59587784 0.62928121 0.40309417] [ 0.57655073 0.43863232 0.53516993 0.55847896 0.36327074] [ 0.64696719 0.41667531 0.62667168 0.50125196 0.34770367] [ 0.52526302 0.33818821 0.59431235 0.45378165 0.3497555 ] [ 0.66127092 0.51782944 0.33100488 0.86049152 0.36616102] [ 0.28468737 0.48183261 0.50519343 0.72317743 0.48767144] [ 0.41161625 0.49296617 0.62535059 0.72744326 0.48147091] [ 0.80541271 0.44988941 0.49133948 0.22806474 0.38595376] [ 0.35490093 0.53133139 0.52309701 0.85071231 0.42891974] [ 0.41373659 0.40527512 0.55623817 0.72840282 0.55564434] [ 0.54569656 0.58969403 0.51949543 0.52844825 0.34819029] Progress: 29.9% ... Training loss: 0.590 ... Validation loss: 1.017[ 0.81200578 0.28140584 0.66283997 0.169301 0.42607125] [ 0.22237013 0.72662983 0.41175149 0.69811436 0.53567673] [ 0.47472916 0.62283701 0.46666885 0.69686923 0.45801143] [ 0.56830967 0.46006645 0.57616455 0.56439604 0.43824776] [ 0.45524133 0.51460135 0.51979853 0.7758007 0.54797125] [ 0.37247121 0.65225666 0.36341782 0.68190073 0.51074189] [ 0.38652114 0.51010079 0.37453368 0.73378434 0.31248686] [ 0.39022351 0.62686368 0.42342729 0.54306881 0.46418223] [ 0.4901766 0.44382913 0.58786904 0.65106862 0.55266767] [ 0.3084659 0.69390906 0.46638982 0.79099294 0.57472205] [ 0.49421869 0.40218574 0.4527205 0.52080296 0.35432132] [ 0.70301792 0.24959451 0.50844713 0.26770113 0.43929193] [ 0.53761719 0.33076776 0.61152484 0.27936779 0.51099707] [ 0.65330676 0.55912969 0.53107222 0.49339745 0.43320155] [ 0.48131996 0.48537444 0.48025672 0.54726317 0.56902284] [ 0.59397813 0.36197751 0.60106919 0.7208381 0.45099571] [ 0.5869518 0.59680811 0.60265553 0.45166179 0.52853424] [ 0.49519831 0.54115275 0.5528448 0.52162818 0.37606092] [ 0.6195263 0.33628449 0.49950579 0.33574241 0.54972306] [ 0.27825892 0.4998751 0.50006426 0.83641074 0.44510815] [ 0.26111296 0.57431832 0.51403796 0.83638678 0.50094497] [ 0.3392605 0.67064279 0.46767332 0.7561746 0.48520561] [ 0.46939004 0.45942402 0.51133728 0.63406141 0.37216958] [ 0.21605027 0.58099551 0.42802519 0.73354889 0.56934559] [ 0.82554796 0.3361984 0.51120194 0.22720759 0.31660779] [ 0.78920601 0.46611927 0.60428936 0.37032033 0.3994785 ] [ 0.66534609 0.58325611 0.54778054 0.52215816 0.44095419] [ 0.15042688 0.63837301 0.38711569 0.90046371 0.41542557] [ 0.14807643 0.59107548 0.5405653 0.89764732 0.65548329] [ 0.58598701 0.49307369 0.55149541 0.52414145 0.36826185] [ 0.71040969 0.54482157 0.49574772 0.5569379 0.3370363 ] [ 0.68665705 0.49637483 0.54090246 0.30078373 0.55699973] [ 0.83971778 0.45625365 0.52108475 0.2671981 0.428425 ] [ 0.59200575 0.66397795 0.49356937 0.71703199 0.51681179] [ 0.71163679 0.47741807 0.40745401 0.27205676 0.27379296] [ 0.4416078 0.47623793 0.5272659 0.62881763 0.46703508] [ 0.260148 0.55553824 0.61307483 0.8200866 0.41290537] [ 0.57496849 0.4166799 0.29690906 0.62121917 0.37127648] [ 0.75137995 0.51809164 0.4119816 0.32633142 0.3021039 ] [ 0.29010464 0.65667953 0.35886884 0.85693614 0.43084358] [ 0.33842738 0.57063356 0.56706237 0.59246688 0.61707683] [ 0.53648166 0.58479808 0.48886443 0.62893768 0.40776152] [ 0.75937259 0.24468008 0.50302487 0.31025503 0.42558719] [ 0.77663547 0.45430375 0.55876764 0.4842949 0.38860008] [ 0.3707583 0.46572077 0.44897497 0.55447432 0.47442423] [ 0.3484821 0.64823592 0.46650169 0.6643404 0.32538125] [ 0.58144866 0.47187328 0.53866458 0.41586222 0.3378217 ] [ 0.62342293 0.32732246 0.7126778 0.36821151 0.46232082] [ 0.65239437 0.62693932 0.50790417 0.43529496 0.44067289] [ 0.27206454 0.62458106 0.50253244 0.83724569 0.63007621] [ 0.43540233 0.67964827 0.41216501 0.71744611 0.40563797] [ 0.74958367 0.51492472 0.49005917 0.41850954 0.37707916] [ 0.40766028 0.51753774 0.49681254 0.4294665 0.46221504] [ 0.66307478 0.47060898 0.42130298 0.40863838 0.36159961] [ 0.82332609 0.40162372 0.60050261 0.26362476 0.38149624] [ 0.3370525 0.55019501 0.5610231 0.70568645 0.42926116] [ 0.55267996 0.33780056 0.42620053 0.56301436 0.39358073] [ 0.71660171 0.39445115 0.53851442 0.55816682 0.39854721] [ 0.17461912 0.52822532 0.49427465 0.82590196 0.48961013] [ 0.33040331 0.42512873 0.46423423 0.8336586 0.50162155] [ 0.3788192 0.41633669 0.44638128 0.55228425 0.47863013] [ 0.71842018 0.38631839 0.49485738 0.34467442 0.43885571] [ 0.8075287 0.33801936 0.53951162 0.24603485 0.432528 ] [ 0.5142493 0.43167123 0.53682889 0.52324649 0.44052342] [ 0.48416141 0.40561161 0.6694087 0.38365025 0.51474079] [ 0.62240614 0.60654783 0.48427114 0.55642701 0.34681007] [ 0.35905481 0.62548288 0.43352018 0.67168221 0.39889445] [ 0.30486062 0.55187898 0.47289622 0.83862806 0.52376038] [ 0.83994463 0.34228592 0.51781816 0.2456283 0.38354402] [ 0.80474269 0.29351142 0.64803992 0.16943266 0.37817279] [ 0.7698788 0.35298457 0.51883019 0.21044193 0.40213874] [ 0.46874243 0.6473249 0.40644797 0.49751076 0.49880868] [ 0.28021824 0.40977757 0.49926892 0.77445925 0.48618489] [ 0.11738609 0.56051032 0.44736678 0.72871399 0.66624998] [ 0.79077891 0.47433515 0.53225174 0.28330915 0.3646198 ] [ 0.87264389 0.4435047 0.52461654 0.19702328 0.35801306] [ 0.57841317 0.38332468 0.39989333 0.25714465 0.43573384] [ 0.77980742 0.5440904 0.46078335 0.34261708 0.45973586] [ 0.83374516 0.35590278 0.5525613 0.23067983 0.39637467] [ 0.67898897 0.53788156 0.41734553 0.34792956 0.34372679] [ 0.71164942 0.4859421 0.52133092 0.26944379 0.41064885] [ 0.5917002 0.4619138 0.39458674 0.43837353 0.31792685] [ 0.80068171 0.45394857 0.59645443 0.39426773 0.36454225] [ 0.83547075 0.49431908 0.45944543 0.23917836 0.40435725] [ 0.7537824 0.4522341 0.53977054 0.19112536 0.50593559] [ 0.19625241 0.61499563 0.35788175 0.65880237 0.47224137] [ 0.79517567 0.35438157 0.63396023 0.18679185 0.38566189] [ 0.71063294 0.51928246 0.45917336 0.44251078 0.32652609] [ 0.46153386 0.57258155 0.49137087 0.52924409 0.40041486] [ 0.22419489 0.5800489 0.51785203 0.80091563 0.60302628] [ 0.23435898 0.62988427 0.42473792 0.89548916 0.4790944 ] [ 0.83582972 0.3057778 0.59456416 0.24488503 0.41854841] [ 0.35144249 0.55949136 0.57587215 0.77239201 0.42102841] [ 0.72859796 0.31787631 0.62533313 0.33060383 0.57850521] [ 0.46438331 0.57145367 0.51604143 0.70810047 0.51251118] [ 0.15060274 0.64186515 0.38697216 0.86037235 0.55059921] [ 0.18540912 0.62266195 0.4574157 0.8072619 0.52957343] [ 0.24123597 0.6232048 0.52391572 0.81854162 0.62077621] [ 0.39009522 0.5905592 0.6008746 0.55745352 0.51389184] [ 0.36515756 0.67769238 0.32671373 0.58051899 0.41904606] [ 0.42023362 0.50528907 0.51454449 0.67545457 0.37611876] [ 0.22249076 0.64063888 0.47265157 0.73486071 0.52132105] [ 0.63102639 0.43961061 0.54343592 0.40422968 0.42023307] [ 0.31196748 0.53996931 0.4682801 0.66873481 0.60766551] [ 0.77196726 0.57640302 0.37875316 0.65079847 0.36301822] [ 0.65765423 0.56841246 0.48461182 0.5073032 0.41670586] [ 0.5780003 0.45852207 0.43152468 0.46628852 0.52809059] [ 0.10756375 0.6346392 0.37505372 0.93663449 0.59851477] [ 0.14846905 0.52122714 0.49023546 0.87699848 0.59912641] [ 0.16160374 0.57839527 0.50949918 0.89955179 0.54971806] [ 0.7644899 0.42664516 0.60522096 0.25592283 0.49404199] [ 0.696863 0.52923258 0.37592522 0.37082875 0.2787276 ] [ 0.45500328 0.58243956 0.50913193 0.55455473 0.49910569] [ 0.31397252 0.56697092 0.40665624 0.70325796 0.38600053] [ 0.73540518 0.5577911 0.60153603 0.31386267 0.4825923 ] [ 0.17992678 0.66410617 0.53017937 0.73086405 0.61644481] [ 0.32235683 0.59373913 0.41905454 0.57452328 0.42428131] [ 0.226023 0.51384464 0.50601498 0.82785489 0.53939627] [ 0.47837162 0.36611524 0.47784737 0.70487112 0.39358078] [ 0.16733774 0.62590554 0.42734954 0.68222671 0.55302562] [ 0.62254567 0.46603191 0.40382281 0.6854342 0.51913167] [ 0.40743968 0.69492426 0.43264375 0.75505254 0.61430546] [ 0.13153576 0.64244198 0.33300197 0.88095001 0.49481109] [ 0.6771858 0.44944971 0.35229836 0.44703375 0.34155634] [ 0.36991726 0.56773311 0.37916762 0.56222234 0.47620136] [ 0.64534173 0.53488873 0.57581939 0.43805945 0.49793864] [ 0.4010231 0.50815104 0.53306211 0.7608615 0.54208699] [ 0.72359428 0.50281407 0.52140401 0.60596546 0.38298265] Progress: 29.9% ... Training loss: 0.590 ... Validation loss: 1.015[ 0.31375104 0.56716395 0.4065764 0.70343339 0.38606995] [ 0.26985448 0.5585239 0.37591676 0.8502092 0.46448546] [ 0.22975503 0.51089463 0.55502521 0.86249651 0.64940998] [ 0.21184784 0.65476286 0.49491965 0.66576336 0.48459934] [ 0.28925775 0.60196142 0.48357116 0.63639888 0.71564918] [ 0.70982615 0.43641272 0.54331947 0.44247019 0.36035347] [ 0.54044943 0.52193774 0.55962276 0.2949464 0.44006838] [ 0.74618541 0.38284117 0.55767585 0.27396744 0.44596261] [ 0.6253989 0.468686 0.38700427 0.49522555 0.32975411] [ 0.44463061 0.44443701 0.37258328 0.55664279 0.44736329] [ 0.53098843 0.49357732 0.51199805 0.47754814 0.3393458 ] [ 0.65622329 0.41429768 0.56364323 0.43900738 0.44882789] [ 0.4443327 0.52962468 0.57218918 0.66734429 0.37367107] [ 0.41208824 0.53759214 0.39411554 0.6306279 0.36750661] [ 0.62268516 0.46597621 0.40384589 0.6853184 0.51911095] [ 0.52240068 0.3845843 0.55426078 0.6998287 0.43528311] [ 0.37072907 0.31596021 0.56797703 0.73116766 0.54783411] [ 0.69552441 0.46133062 0.53738263 0.49571476 0.39703289] [ 0.31178685 0.60463725 0.54196288 0.68884961 0.5627528 ] [ 0.4728705 0.45854476 0.51714364 0.66933281 0.33779692] [ 0.32387349 0.52349907 0.37136254 0.46310597 0.5513957 ] [ 0.54271523 0.60025043 0.42880928 0.55802864 0.38987219] [ 0.89597149 0.30266288 0.64406517 0.13914646 0.33108852] [ 0.78904214 0.42343222 0.45559469 0.34460222 0.36093805] [ 0.6423802 0.59228621 0.55097076 0.63694426 0.45251446] [ 0.63245152 0.55622323 0.40867269 0.52453138 0.34706339] [ 0.52774918 0.48101888 0.53193488 0.3105686 0.5062931 ] [ 0.6274057 0.57796976 0.43165972 0.51736574 0.3454484 ] [ 0.54221106 0.50420374 0.42591579 0.35208442 0.45526854] [ 0.46015139 0.64219034 0.42907815 0.5220701 0.43861635] [ 0.1641349 0.60209942 0.37747795 0.86277414 0.44558749] [ 0.47401942 0.40476318 0.49918416 0.55350999 0.41038766] [ 0.41109122 0.53562158 0.38984578 0.67450606 0.47231741] [ 0.61650934 0.32806745 0.56192404 0.40780716 0.40575707] [ 0.31645551 0.52812126 0.53472521 0.52232825 0.55831557] [ 0.87628431 0.31070741 0.50811407 0.25060918 0.37666943] [ 0.72840204 0.52525927 0.52838178 0.48430294 0.39992231] [ 0.20046554 0.72025129 0.42180619 0.81831832 0.43113929] [ 0.69709009 0.33790584 0.65279588 0.23345897 0.44007137] [ 0.38388439 0.55809983 0.50428815 0.58909496 0.42628629] [ 0.43549349 0.38647421 0.50505179 0.64926542 0.43187611] [ 0.67241779 0.41983303 0.53881548 0.32905459 0.43653404] [ 0.1869257 0.58199833 0.37773064 0.89984174 0.55769868] [ 0.48734873 0.70621069 0.3082105 0.6060519 0.37161027] [ 0.12273829 0.69025703 0.3770638 0.91029183 0.62918982] [ 0.48079875 0.45466015 0.44913298 0.59273437 0.40543488] [ 0.13929967 0.62729188 0.39082162 0.82134794 0.42144711] [ 0.2259465 0.5140274 0.50593789 0.82800133 0.53945553] [ 0.55519276 0.46981777 0.56883268 0.30320439 0.41745402] [ 0.6562819 0.34296712 0.58935916 0.31673709 0.40239387] [ 0.18035166 0.56003023 0.40523912 0.8746592 0.54937004] [ 0.88652125 0.32260029 0.5925572 0.1330511 0.35022371] [ 0.28909548 0.55830083 0.56049748 0.79776619 0.5524791 ] [ 0.73126009 0.40686578 0.61034013 0.62110948 0.39694804] [ 0.50185401 0.64458862 0.35654533 0.60135641 0.44927583] [ 0.66162072 0.40673492 0.60121419 0.61953269 0.40336583] [ 0.77769029 0.3769221 0.453665 0.27067917 0.38262142] [ 0.14658539 0.64639516 0.48158839 0.89020695 0.65284214] [ 0.33931197 0.40412836 0.54552171 0.69085688 0.41777226] [ 0.11044364 0.54631272 0.35898296 0.92057004 0.59115612] [ 0.8179629 0.29080988 0.59978272 0.14448662 0.34285497] [ 0.43934267 0.52835879 0.45379595 0.64989168 0.65845068] [ 0.72552044 0.40360407 0.53810445 0.2919623 0.42253254] [ 0.6417448 0.49456686 0.57467445 0.30482666 0.54784496] [ 0.5194152 0.5238699 0.49973132 0.53188138 0.43571768] [ 0.57729169 0.53996222 0.41332981 0.44988623 0.41358851] [ 0.64493715 0.43891265 0.63102932 0.43669758 0.43460577] [ 0.49373474 0.46777897 0.31972072 0.52389774 0.42957961] [ 0.61187524 0.51996023 0.40737565 0.37458945 0.4809706 ] [ 0.53583746 0.40590444 0.6186969 0.61598899 0.44576293] [ 0.25819948 0.52072204 0.50843886 0.79497136 0.51733133] [ 0.8401033 0.34574205 0.64656546 0.16589096 0.4294199 ] [ 0.57357326 0.44079167 0.51547408 0.68939818 0.33654948] [ 0.70729212 0.46557117 0.57838144 0.4269533 0.45261589] [ 0.40561425 0.40535561 0.42620933 0.58894514 0.39225715] [ 0.54214986 0.62275421 0.44357628 0.4877228 0.28460779] [ 0.44896786 0.45800211 0.54615452 0.62572416 0.4354397 ] [ 0.15471605 0.58039164 0.37390596 0.87230769 0.5533362 ] [ 0.41656962 0.59632229 0.40487209 0.52357423 0.4021253 ] [ 0.8179629 0.29080988 0.59978272 0.14448662 0.34285497] [ 0.69521416 0.30476473 0.48515456 0.41274113 0.40483599] [ 0.38819792 0.4935649 0.5223136 0.53831869 0.3873451 ] [ 0.76368356 0.5729564 0.44696353 0.61375686 0.32121078] [ 0.46737186 0.42755931 0.34389162 0.46100752 0.3627971 ] [ 0.78023525 0.42185996 0.53689792 0.4042412 0.51472123] [ 0.09263109 0.62955363 0.44603955 0.90007776 0.48195077] [ 0.77145236 0.30292752 0.60572758 0.27422669 0.3633716 ] [ 0.80361022 0.36268051 0.50728037 0.38097247 0.50938151] [ 0.30297495 0.59052047 0.57831374 0.79103827 0.52222279] [ 0.25515968 0.64144116 0.4711708 0.75942434 0.54202863] [ 0.26763578 0.4736534 0.60939787 0.79145313 0.56245845] [ 0.46275889 0.39173152 0.57095488 0.48347857 0.44743652] [ 0.60683138 0.53171807 0.4160056 0.60011175 0.4408039 ] [ 0.73344648 0.38323904 0.62891871 0.34458766 0.45565088] [ 0.60028304 0.54743895 0.52938938 0.3572187 0.31718617] [ 0.91328538 0.34811688 0.49978303 0.20386205 0.28204891] [ 0.79676898 0.32545906 0.54164229 0.31190087 0.24450795] [ 0.27762802 0.54488666 0.4053415 0.61936174 0.57442836] [ 0.44267394 0.39295862 0.4514202 0.64656688 0.60359773] [ 0.3936011 0.44288892 0.44529054 0.80579551 0.50309546] [ 0.32763426 0.62674838 0.36715167 0.80056817 0.396665 ] [ 0.64366024 0.53107849 0.48369261 0.25427666 0.4623504 ] [ 0.29512193 0.47437829 0.50979073 0.72598773 0.47716233] [ 0.35932728 0.59864277 0.61914291 0.68491501 0.59328582] [ 0.5974759 0.49286246 0.32605145 0.46725263 0.39157511] [ 0.23388561 0.61948587 0.41904352 0.86998028 0.65766643] [ 0.18272441 0.75078704 0.35372356 0.84344959 0.58240428] [ 0.59401504 0.42853843 0.55115117 0.31227586 0.57426256] [ 0.33333982 0.64570903 0.40453408 0.67601407 0.41123294] [ 0.56998528 0.50544582 0.47382591 0.55017406 0.30531882] [ 0.38441354 0.68772943 0.5682426 0.72603142 0.57374012] [ 0.58147773 0.52484651 0.51343995 0.40847677 0.36749955] [ 0.21117437 0.57507446 0.54970394 0.84336684 0.50520549] [ 0.79978574 0.35372803 0.45398019 0.1908541 0.34909744] [ 0.74163222 0.45095844 0.53893385 0.19282214 0.44360777] [ 0.23804181 0.71310053 0.31098607 0.79512632 0.48311442] [ 0.87333795 0.46551524 0.55123433 0.22335269 0.42699446] [ 0.25400555 0.75339934 0.32349492 0.79723633 0.46950118] [ 0.22754142 0.73184147 0.32520448 0.74037054 0.48100613] [ 0.46348736 0.66195251 0.30382699 0.42027899 0.44417196] [ 0.58664199 0.59698003 0.60258039 0.45193225 0.52860067] [ 0.62186357 0.40176604 0.50024313 0.48359541 0.29122086] [ 0.59518474 0.56649083 0.46098122 0.61373135 0.33769121] [ 0.49141437 0.61084354 0.53660813 0.58939102 0.36984325] [ 0.28863381 0.52879576 0.36706858 0.88296135 0.40909126] [ 0.58574571 0.45087934 0.48351064 0.5566857 0.44174177] [ 0.45947489 0.52254687 0.45319765 0.77564043 0.40859607] [ 0.49316857 0.37108347 0.66419518 0.66667869 0.4643278 ] Progress: 29.9% ... Training loss: 0.590 ... Validation loss: 1.017[ 0.18584947 0.53981038 0.5447515 0.78602192 0.65239851] [ 0.75037333 0.42365088 0.43014857 0.29507949 0.3068188 ] [ 0.62930494 0.42588591 0.541516 0.36926305 0.29554948] [ 0.2497 0.50884236 0.47324226 0.69406738 0.60321161] [ 0.78890504 0.48545042 0.36657808 0.29822566 0.39012323] [ 0.54223217 0.56129437 0.37418771 0.45431529 0.3890455 ] [ 0.51405314 0.52067373 0.52885934 0.58503022 0.52726148] [ 0.81641867 0.44178549 0.54847183 0.15670428 0.37624833] [ 0.5630483 0.69313243 0.38446087 0.73432991 0.45843453] [ 0.33834486 0.56842952 0.46940668 0.68496714 0.45239463] [ 0.17650226 0.58324002 0.41646593 0.75066808 0.5953132 ] [ 0.64828184 0.41261477 0.53803318 0.7536212 0.43515577] [ 0.76613807 0.34910835 0.54180728 0.29377895 0.46596747] [ 0.86344704 0.38011042 0.49121792 0.20151979 0.38888381] [ 0.81849753 0.37139664 0.42779246 0.12765308 0.26621653] [ 0.44312465 0.35067384 0.66562152 0.67000105 0.55672952] [ 0.37825964 0.56782984 0.50012498 0.47934194 0.57924183] [ 0.14524519 0.61525491 0.45769007 0.8104866 0.59050527] [ 0.45720404 0.69953236 0.38431704 0.73606702 0.50344901] [ 0.83301733 0.39425447 0.48735045 0.31393012 0.440525 ] [ 0.71939642 0.44863525 0.67473256 0.41844864 0.40928664] [ 0.15462551 0.46855081 0.37273078 0.85682483 0.49625999] [ 0.54355975 0.59351027 0.63920739 0.62009036 0.48589023] [ 0.76646283 0.48033817 0.57744356 0.34765312 0.48818465] [ 0.41827377 0.45789908 0.57798662 0.71213004 0.40929693] [ 0.77932065 0.42942413 0.47870907 0.36758219 0.46681322] [ 0.68759601 0.43271023 0.47108955 0.27753509 0.34331731] [ 0.42715122 0.51532743 0.37917045 0.65395738 0.339316 ] [ 0.34982359 0.4942225 0.43690576 0.5668003 0.48817285] [ 0.40004874 0.59212698 0.30660013 0.68416853 0.42470455] [ 0.69004586 0.38519498 0.68075866 0.50854301 0.42793985] [ 0.51981956 0.55237851 0.53769702 0.62351211 0.3742411 ] [ 0.24701318 0.59823529 0.55286428 0.77911919 0.49429986] [ 0.56727489 0.52847642 0.46368002 0.50784682 0.53658817] [ 0.73571548 0.3594695 0.6686189 0.28449549 0.37812019] [ 0.65896879 0.57214166 0.4509716 0.52621556 0.41633442] [ 0.15794081 0.49225031 0.41169886 0.85322799 0.46757072] [ 0.32864367 0.48690727 0.38268262 0.73096365 0.3609221 ] [ 0.6882242 0.36377945 0.53488439 0.34860714 0.47996983] [ 0.46241801 0.62025556 0.34388217 0.69791647 0.37783822] [ 0.5147108 0.61302187 0.39677756 0.53613619 0.45455056] [ 0.63908353 0.49239082 0.60105739 0.42097815 0.55509691] [ 0.34828592 0.67828898 0.38029999 0.67951598 0.42803865] [ 0.72609329 0.23628593 0.50646913 0.25728543 0.45148781] [ 0.72841076 0.54339054 0.51503781 0.40694636 0.3576852 ] [ 0.41681967 0.46693246 0.52716066 0.7878581 0.48371017] [ 0.86549121 0.42030862 0.46643753 0.15325157 0.25495528] [ 0.7490707 0.46756244 0.54066471 0.27791154 0.47501115] [ 0.53538214 0.51212702 0.49744162 0.65658824 0.50015045] [ 0.23976445 0.63020099 0.38709165 0.60785748 0.51553744] [ 0.38246799 0.49216784 0.43952843 0.80547634 0.38746495] [ 0.25725625 0.60260419 0.38266611 0.76087307 0.55213813] [ 0.71239429 0.39746354 0.49806657 0.33355535 0.40003965] [ 0.66726458 0.50249499 0.40122253 0.42462651 0.32345977] [ 0.68904481 0.38901756 0.39199993 0.51050617 0.42924114] [ 0.76503794 0.44761382 0.46877346 0.16573186 0.34021807] [ 0.24788017 0.57166183 0.54438965 0.76125181 0.45103109] [ 0.53316501 0.42177118 0.47336049 0.49577021 0.27731701] [ 0.76451953 0.39535563 0.35343262 0.28728726 0.3663387 ] [ 0.70467898 0.47461513 0.3835637 0.72461626 0.41175227] [ 0.19225465 0.6381873 0.4507797 0.64032251 0.47363943] [ 0.6046578 0.39815747 0.35163042 0.4658389 0.48687012] [ 0.69053293 0.60657642 0.48325797 0.55975921 0.31832016] [ 0.66349265 0.54190271 0.3779536 0.41824852 0.38183262] [ 0.75138385 0.42592462 0.5145071 0.2508035 0.42765526] [ 0.93499161 0.23984302 0.54381243 0.1172786 0.33142109] [ 0.73211147 0.40643899 0.610524 0.62050949 0.3967946 ] [ 0.73107618 0.32424094 0.38465036 0.26858288 0.32263546] [ 0.60285954 0.65986464 0.36532082 0.7158651 0.31930956] [ 0.41238651 0.59630971 0.38110147 0.69338704 0.44408267] [ 0.24524723 0.59151825 0.55370639 0.85708011 0.62535458] [ 0.87472467 0.40288111 0.57425254 0.4220027 0.37180724] [ 0.85261273 0.46312593 0.53709225 0.38895869 0.36128305] [ 0.11337691 0.60102897 0.44613367 0.86298782 0.53209674] [ 0.51230822 0.50283839 0.56473403 0.34348916 0.65414525] [ 0.65393617 0.5524131 0.39990701 0.33781948 0.37437709] [ 0.24200351 0.63360829 0.35595412 0.77661377 0.61709992] [ 0.16943398 0.66036974 0.48932114 0.84512532 0.62276396] [ 0.67326084 0.49832217 0.56443012 0.23850071 0.57400333] [ 0.43291031 0.50029922 0.53724156 0.49714591 0.53641848] [ 0.49479031 0.39427852 0.57141352 0.45542383 0.55180483] [ 0.83742211 0.4258485 0.42775689 0.30282701 0.45425206] [ 0.48115122 0.35206889 0.55976835 0.68371382 0.45211748] [ 0.51391209 0.44350512 0.411223 0.72478249 0.34666292] [ 0.83973501 0.34346661 0.61794145 0.27993964 0.4398944 ] [ 0.26589248 0.52392473 0.52878471 0.72334847 0.52386163] [ 0.42489478 0.52575534 0.44746017 0.67506017 0.58926831] [ 0.37846579 0.55510871 0.52648856 0.76575702 0.53979388] [ 0.88371724 0.33877376 0.56309309 0.16105275 0.38760797] [ 0.54780534 0.68832274 0.41533042 0.58636078 0.45350634] [ 0.61457315 0.61887654 0.31366038 0.65529149 0.31471679] [ 0.25948868 0.54613742 0.52888056 0.61856564 0.60704276] [ 0.66696095 0.39607347 0.62257363 0.34118612 0.36051172] [ 0.73429471 0.36367714 0.53529101 0.37529007 0.33168743] [ 0.47908741 0.57525653 0.56376703 0.58880253 0.55469028] [ 0.47020343 0.65853859 0.35138591 0.77741102 0.44791843] [ 0.35527598 0.46250947 0.44186717 0.57228277 0.43337854] [ 0.40471552 0.55115848 0.5282071 0.6751529 0.38526177] [ 0.72554493 0.485548 0.669821 0.38825168 0.44782123] [ 0.56426323 0.59350326 0.53070782 0.40044526 0.52945023] [ 0.23813649 0.58403283 0.35418584 0.88670294 0.46630405] [ 0.71894488 0.46946197 0.49073609 0.40409377 0.35113485] [ 0.19796383 0.72780469 0.39339301 0.78485595 0.54601152] [ 0.4709606 0.6602511 0.40414757 0.77452476 0.51922235] [ 0.37846579 0.55510871 0.52648856 0.76575702 0.53979388] [ 0.46357546 0.51079983 0.39361003 0.59491584 0.3934688 ] [ 0.27400613 0.60444902 0.48458047 0.65771813 0.55117656] [ 0.19986548 0.74288329 0.32440888 0.87972082 0.40622463] [ 0.18699323 0.57409056 0.49862576 0.78400919 0.4829114 ] [ 0.54992438 0.44379985 0.50925454 0.33922065 0.37869052] [ 0.53786062 0.40696619 0.61766816 0.45624554 0.35618439] [ 0.79855138 0.43713847 0.41387804 0.22112822 0.30850739] [ 0.88761613 0.37943659 0.44180342 0.1564408 0.26136846] [ 0.43963514 0.60232017 0.42893603 0.38969859 0.41714751] [ 0.47611898 0.41882678 0.64795001 0.63894026 0.38071669] [ 0.81109043 0.48570112 0.56678387 0.41458599 0.37530146] [ 0.35061844 0.6314097 0.4751799 0.71988347 0.33330908] [ 0.20031059 0.53495001 0.42852448 0.88544487 0.49643836] [ 0.53806936 0.50585159 0.56181782 0.61853461 0.51966467] [ 0.60569912 0.41311003 0.5281431 0.4802838 0.44858779] [ 0.43747352 0.72125934 0.36257551 0.747023 0.44295575] [ 0.76298951 0.50368387 0.57823251 0.48778417 0.37843798] [ 0.29134879 0.52865905 0.56811788 0.83574026 0.49571916] [ 0.38425547 0.50529859 0.6345836 0.71987295 0.41941497] [ 0.38210829 0.51583769 0.5178867 0.54627018 0.52188915] [ 0.82413752 0.3501274 0.47244552 0.25462119 0.4427863 ] [ 0.29803333 0.5915462 0.3616973 0.65268102 0.44423974] [ 0.62106415 0.55541055 0.4206327 0.65792518 0.47060817] Progress: 30.0% ... Training loss: 0.589 ... Validation loss: 1.013[ 0.61126327 0.3390956 0.61912054 0.58536556 0.4512696 ] [ 0.43665841 0.41783577 0.57907762 0.6113033 0.45076464] [ 0.26579318 0.61566397 0.40454942 0.74160239 0.40288098] [ 0.53439165 0.61108482 0.48790578 0.53513449 0.47101527] [ 0.75714435 0.49218194 0.4479316 0.21725013 0.3759759 ] [ 0.36907694 0.51359649 0.36041063 0.71625616 0.43227671] [ 0.2676392 0.53197863 0.47756418 0.63505331 0.42689643] [ 0.10406556 0.50180334 0.40673108 0.92628861 0.64032751] [ 0.31618133 0.5010816 0.53020175 0.72104799 0.40351807] [ 0.21817046 0.5677286 0.36490515 0.86703162 0.55041375] [ 0.41750287 0.49227929 0.37385738 0.4866949 0.4782785 ] [ 0.45121735 0.54648001 0.48617734 0.79697566 0.41447258] [ 0.19783939 0.56903024 0.44613345 0.67028877 0.47377231] [ 0.65145475 0.51791078 0.34681139 0.60085995 0.40416031] [ 0.44511864 0.68867032 0.3132413 0.78906666 0.31365685] [ 0.37541908 0.6196009 0.42716546 0.80417173 0.59127495] [ 0.22386287 0.69857865 0.30242782 0.74665386 0.60549187] [ 0.35037647 0.69173526 0.51639303 0.68266205 0.49683677] [ 0.44273573 0.49598878 0.65674863 0.70935251 0.45224253] [ 0.68820112 0.55749271 0.51121716 0.31844542 0.5016532 ] [ 0.56062189 0.52706683 0.46309043 0.46239143 0.39552511] [ 0.51741083 0.40678306 0.44842229 0.70023537 0.31657795] [ 0.7009473 0.53670149 0.49086663 0.42999573 0.35166786] [ 0.64198822 0.52143263 0.4326795 0.32790025 0.40827555] [ 0.65221754 0.44026773 0.59813488 0.34973369 0.36378383] [ 0.73402188 0.38383482 0.56388144 0.19331631 0.3394649 ] [ 0.560798 0.58790986 0.46952602 0.48106699 0.3662173 ] [ 0.8411206 0.69825254 0.48313359 0.4503698 0.37422204] [ 0.82444881 0.39166721 0.5488042 0.29294564 0.38424834] [ 0.5135822 0.64986752 0.42179625 0.69657907 0.45354201] [ 0.73272028 0.53715516 0.5482174 0.47090932 0.38161223] [ 0.60041746 0.43645419 0.43610576 0.52513071 0.42947233] [ 0.5516301 0.42019012 0.52563491 0.40508254 0.4430531 ] [ 0.26736351 0.58826529 0.53190469 0.81909805 0.44732338] [ 0.90788359 0.30492765 0.68961298 0.10729332 0.3182486 ] [ 0.54584177 0.45603907 0.56989892 0.36239737 0.51929212] [ 0.42389142 0.65195471 0.51792544 0.67349217 0.60992872] [ 0.71048276 0.4480816 0.61402515 0.29746923 0.38535648] [ 0.57919637 0.44348508 0.54913566 0.45176455 0.46523609] [ 0.77759568 0.52446372 0.39334121 0.45953607 0.29369168] [ 0.27463887 0.45696222 0.46637636 0.71102616 0.51299049] [ 0.31770665 0.53885407 0.37255454 0.79107122 0.50334559] [ 0.15212029 0.58680301 0.30658602 0.87392011 0.45748457] [ 0.2223003 0.64099363 0.4724794 0.73493423 0.52149146] [ 0.4342956 0.56408404 0.43136302 0.69512625 0.47296859] [ 0.7129331 0.45501967 0.52633604 0.5570554 0.35265841] [ 0.43252657 0.53509079 0.50752277 0.59607201 0.54236541] [ 0.57406842 0.3513295 0.50987078 0.46073212 0.46682778] [ 0.72410643 0.29668287 0.58320038 0.23576434 0.43260632] [ 0.66492354 0.43401207 0.60876396 0.38523724 0.5867654 ] [ 0.63652172 0.57395751 0.37669886 0.4033866 0.3550455 ] [ 0.3390108 0.40115665 0.52321772 0.73936618 0.56713882] [ 0.52153234 0.3856633 0.53615775 0.61391799 0.32127754] [ 0.33881299 0.637477 0.38888972 0.80221009 0.42014798] [ 0.59007961 0.3822199 0.61552112 0.37003702 0.36446708] [ 0.38047834 0.64006651 0.42802764 0.68239454 0.40264331] [ 0.51308089 0.55579939 0.4053222 0.49098484 0.39042712] [ 0.57268499 0.53020075 0.40074834 0.73581475 0.51747811] [ 0.63187598 0.42734059 0.56001933 0.70741518 0.4106112 ] [ 0.49212841 0.46795383 0.39375746 0.52798521 0.42461378] [ 0.31131342 0.5689737 0.4416518 0.70920176 0.39521594] [ 0.38506361 0.51214627 0.48584258 0.69081831 0.40748635] [ 0.41404855 0.54986672 0.43125179 0.57673355 0.51303212] [ 0.37455762 0.45548629 0.57262049 0.62472465 0.5981952 ] [ 0.58269829 0.36597339 0.58495978 0.42705294 0.62767045] [ 0.56905924 0.56547159 0.44636393 0.59173907 0.38213632] [ 0.41489081 0.70091584 0.47959568 0.76492837 0.60878437] [ 0.62284227 0.52354429 0.38473223 0.50561927 0.49811023] [ 0.20899626 0.5366115 0.41072386 0.82189111 0.58115823] [ 0.78547613 0.40176753 0.58713196 0.28525145 0.49476788] [ 0.2245391 0.61831809 0.30908349 0.8073358 0.49546465] [ 0.71624641 0.49617158 0.39273609 0.47815368 0.32759468] [ 0.80212733 0.50317281 0.51737999 0.30476925 0.42361585] [ 0.29904449 0.7245076 0.46585231 0.85115953 0.6004349 ] [ 0.20992842 0.65913439 0.36795656 0.87738403 0.54349384] [ 0.21658732 0.69422359 0.3551354 0.83654586 0.56050323] [ 0.70725318 0.31118896 0.44192899 0.6326625 0.39246007] [ 0.62629249 0.51439811 0.42676154 0.4909535 0.54460789] [ 0.6639677 0.47886495 0.44554374 0.39438829 0.4489561 ] [ 0.21724077 0.58488765 0.41132726 0.68388019 0.5999347 ] [ 0.74264334 0.32997634 0.56320603 0.2651591 0.39578849] [ 0.18614169 0.60937729 0.46663209 0.73426148 0.44872831] [ 0.50019668 0.44605406 0.28282905 0.50897331 0.45264265] [ 0.18446206 0.61188768 0.57521397 0.83993153 0.56264471] [ 0.74105066 0.2836346 0.56914947 0.28755731 0.37103679] [ 0.54965429 0.5088121 0.39236541 0.75689893 0.32260177] [ 0.26200135 0.49822844 0.46813695 0.8281131 0.5283345 ] [ 0.57508482 0.4082713 0.50474747 0.33330122 0.5018207 ] [ 0.49917073 0.60536066 0.35092907 0.74160858 0.40191884] [ 0.5437238 0.53076751 0.37034199 0.38502232 0.37985965] [ 0.84236933 0.59553756 0.26056586 0.41942755 0.2683248 ] [ 0.79281091 0.33318021 0.51053514 0.35239522 0.36809292] [ 0.79518609 0.32150909 0.69031754 0.22390112 0.42666291] [ 0.54467358 0.51495371 0.4281716 0.53042938 0.25996806] [ 0.57368306 0.47226682 0.48810741 0.67599955 0.3725638 ] [ 0.75647907 0.44359276 0.52652227 0.40361711 0.45259232] [ 0.38203601 0.45802871 0.47891736 0.48951282 0.42776346] [ 0.24629159 0.61794439 0.44538442 0.70619339 0.41175156] [ 0.49915942 0.45219303 0.6149156 0.77454173 0.42141296] [ 0.44644346 0.66105998 0.46312682 0.65873295 0.49384471] [ 0.74361959 0.61573637 0.54058606 0.48381232 0.40164021] [ 0.34915633 0.56984793 0.35048725 0.70337003 0.52500554] [ 0.19138273 0.52460938 0.50974014 0.8366103 0.56043077] [ 0.55895574 0.61019897 0.49189835 0.65334011 0.41924052] [ 0.15978108 0.66196719 0.29474776 0.87123096 0.41364683] [ 0.30919035 0.44510148 0.61186272 0.78025602 0.36891855] [ 0.82500492 0.38763844 0.57668455 0.23348568 0.43732917] [ 0.67567018 0.45591111 0.58415457 0.30375877 0.46258355] [ 0.73654474 0.3317923 0.58606124 0.38055847 0.33746454] [ 0.46124008 0.45236006 0.57112203 0.4009119 0.42196892] [ 0.16102513 0.59424531 0.38855034 0.87543711 0.49667923] [ 0.79518609 0.32150909 0.69031754 0.22390112 0.42666291] [ 0.17245729 0.67303496 0.38209581 0.83045665 0.36429987] [ 0.39443513 0.52038423 0.43565066 0.39043626 0.5298651 ] [ 0.18544198 0.55467817 0.51278258 0.80024027 0.46467354] [ 0.81798579 0.56493657 0.49696108 0.42271218 0.40373228] [ 0.75840808 0.38057052 0.55819705 0.45756043 0.42355961] [ 0.10987125 0.50708236 0.44133946 0.84582452 0.63612911] [ 0.32107883 0.67423067 0.3970085 0.88066706 0.50057241] [ 0.57548029 0.45125711 0.39177715 0.46762811 0.3656338 ] [ 0.83536882 0.45616422 0.42738344 0.15657672 0.24179065] [ 0.91167795 0.38859466 0.54857428 0.12661742 0.37368709] [ 0.70769198 0.44492004 0.42913208 0.46045547 0.35831709] [ 0.636073 0.53650527 0.45441737 0.31160208 0.4619906 ] [ 0.34096096 0.67512542 0.3034547 0.61023624 0.47287581] [ 0.71100728 0.48726611 0.42764765 0.3261483 0.40122391] [ 0.5766392 0.50172411 0.39737201 0.50036993 0.40820579] [ 0.55674982 0.42080931 0.54013417 0.54643948 0.37913805] Progress: 30.1% ... Training loss: 0.589 ... Validation loss: 1.006[ 0.50149111 0.44221395 0.59171552 0.66258458 0.33923311] [ 0.66702618 0.54555552 0.38132039 0.36256296 0.35692497] [ 0.32619603 0.53449705 0.43835327 0.82037683 0.36327029] [ 0.31134513 0.49547976 0.37115839 0.84947794 0.50997056] [ 0.26348253 0.59515353 0.48932695 0.58316261 0.5358451 ] [ 0.35661224 0.45541173 0.49885105 0.72205986 0.4103723 ] [ 0.32782708 0.66005267 0.25677982 0.74418354 0.46720813] [ 0.4099701 0.49576733 0.50506679 0.78607398 0.38081694] [ 0.46865292 0.57091019 0.59935392 0.62656348 0.43119105] [ 0.62463139 0.63520246 0.49972442 0.42897303 0.54531922] [ 0.70783225 0.4958609 0.56874149 0.2317638 0.56743466] [ 0.58156261 0.5871141 0.44853734 0.68584414 0.31825246] [ 0.17805986 0.60751719 0.38713927 0.86617963 0.40803996] [ 0.08638917 0.61592952 0.39428859 0.89952371 0.49809326] [ 0.25695 0.69281364 0.36825791 0.69684298 0.47445496] [ 0.87724974 0.43445142 0.47501838 0.38945829 0.29635214] [ 0.45027616 0.56331147 0.53442784 0.52093967 0.49688921] [ 0.58275359 0.4688172 0.57604325 0.70871601 0.43870607] [ 0.83266724 0.47688441 0.48671772 0.33651788 0.38654137] [ 0.38183916 0.5965201 0.56063815 0.68466869 0.55173045] [ 0.61980055 0.41827353 0.44786417 0.37332089 0.54349966] [ 0.3538538 0.49658031 0.46755668 0.75545207 0.33034494] [ 0.63177289 0.51125934 0.63320269 0.54593408 0.42818721] [ 0.78414726 0.26752363 0.46411016 0.26463861 0.3777234 ] [ 0.5662835 0.44547514 0.55419049 0.504816 0.34230382] [ 0.63701543 0.60937602 0.40821861 0.45172861 0.37469769] [ 0.52980709 0.55024951 0.49993189 0.73199885 0.37024812] [ 0.30533972 0.67055821 0.44234379 0.89929321 0.43574263] [ 0.52233424 0.30349746 0.4159054 0.50909352 0.41365817] [ 0.6064543 0.51793724 0.45590028 0.4287526 0.45891853] [ 0.8095435 0.32788735 0.57815742 0.2823152 0.33150201] [ 0.42560822 0.57184621 0.44396198 0.70313494 0.50967171] [ 0.45028261 0.62556705 0.53153654 0.65646808 0.58167081] [ 0.17296618 0.60771798 0.47689943 0.84785118 0.5130189 ] [ 0.67684643 0.46804042 0.51751931 0.36883825 0.53064302] [ 0.65179731 0.45528441 0.37974699 0.46249387 0.55073613] [ 0.48079946 0.46266961 0.60507996 0.70015183 0.44722224] [ 0.52052462 0.43077621 0.51753619 0.59828273 0.36196989] [ 0.84914366 0.35828156 0.53538374 0.15881569 0.26040414] [ 0.19674795 0.66158671 0.37598967 0.75172486 0.49074505] [ 0.58505054 0.57066635 0.44721391 0.49779284 0.60505663] [ 0.32130629 0.57078978 0.47213073 0.69738038 0.35517694] [ 0.25426379 0.46097696 0.41972583 0.87777114 0.50988651] [ 0.29871512 0.68017549 0.4655382 0.74177744 0.47563609] [ 0.49062336 0.44659951 0.63718119 0.58694588 0.45937451] [ 0.24967495 0.66485815 0.42453123 0.79091741 0.41691075] [ 0.20565762 0.61898847 0.44683436 0.8929869 0.39246 ] [ 0.51068283 0.62911675 0.43509545 0.44751493 0.56283832] [ 0.57657801 0.5082404 0.51616617 0.56009953 0.3415613 ] [ 0.65571754 0.45152619 0.42525518 0.28334703 0.33110934] [ 0.44334813 0.51544696 0.53202977 0.57023692 0.46538435] [ 0.20730529 0.57266599 0.38621365 0.85777814 0.5502616 ] [ 0.18854966 0.54326967 0.58794152 0.82918406 0.59151675] [ 0.6551912 0.54833055 0.50669511 0.33686032 0.45919381] [ 0.50526123 0.53952615 0.43764606 0.49581518 0.3322139 ] [ 0.35330337 0.55172987 0.41396616 0.77182629 0.56983758] [ 0.72795485 0.41320956 0.56877341 0.43157785 0.46174724] [ 0.69772575 0.37765916 0.47467186 0.31576545 0.39924204] [ 0.64486629 0.38130249 0.40371899 0.33676039 0.39073301] [ 0.61499429 0.42591382 0.63679102 0.48822087 0.46811481] [ 0.74910381 0.43704666 0.57364861 0.38149721 0.37687574] [ 0.60406369 0.45385226 0.6657832 0.38766606 0.4841023 ] [ 0.3319902 0.52253285 0.41662189 0.710335 0.57880551] [ 0.62429513 0.36650496 0.50948461 0.26106372 0.45492153] [ 0.61184714 0.52516001 0.59640074 0.71461022 0.44310253] [ 0.55932 0.47158135 0.36969569 0.37731779 0.38834642] [ 0.37165029 0.5505484 0.40125676 0.64790295 0.45004438] [ 0.74000759 0.45180235 0.53435758 0.31895639 0.37885173] [ 0.33445584 0.50088724 0.50275799 0.6736854 0.50640708] [ 0.52388737 0.41911437 0.52225614 0.74002443 0.49768481] [ 0.45938281 0.42674654 0.43987088 0.48334957 0.34676317] [ 0.65662659 0.40099838 0.38059645 0.48951615 0.54672257] [ 0.62137577 0.44055438 0.5863544 0.35211006 0.48917111] [ 0.42545493 0.60380834 0.44501044 0.59145482 0.38480076] [ 0.61032026 0.44623518 0.47353757 0.377149 0.35331017] [ 0.457604 0.69957717 0.38429994 0.73560429 0.50349315] [ 0.24991163 0.52596033 0.53771787 0.78905292 0.67159767] [ 0.15562476 0.59263587 0.38662962 0.90375237 0.47415776] [ 0.13346657 0.5423115 0.5608823 0.8752877 0.65446766] [ 0.27733181 0.54290981 0.43209786 0.85463384 0.50184135] [ 0.42875916 0.46392619 0.48568185 0.678359 0.43721182] [ 0.70448285 0.5508046 0.58047095 0.39489723 0.31041202] [ 0.77800598 0.42950475 0.61686534 0.29503576 0.34440232] [ 0.62211924 0.32776236 0.71250331 0.36884326 0.46250869] [ 0.70098547 0.45502215 0.59401323 0.49373907 0.43361546] [ 0.32960431 0.5947603 0.47499781 0.80197571 0.48495143] [ 0.74150021 0.50058629 0.25649282 0.38866215 0.29570986] [ 0.66543589 0.40196011 0.64138402 0.17764037 0.53668304] [ 0.72201055 0.37696055 0.41700597 0.24003401 0.30620522] [ 0.58852082 0.39445072 0.5801179 0.26626558 0.5657437 ] [ 0.68388396 0.41361536 0.45262862 0.43994274 0.37171718] [ 0.5576728 0.45273131 0.50111147 0.5221707 0.52997251] [ 0.42181518 0.5525587 0.46980345 0.63541546 0.52153047] [ 0.19174328 0.66567657 0.31205782 0.73799874 0.55780827] [ 0.63643827 0.41053898 0.54993765 0.37572744 0.4974419 ] [ 0.84880352 0.469538 0.41968475 0.23705078 0.31795721] [ 0.41191098 0.49497757 0.54272648 0.75921716 0.47076987] [ 0.37753198 0.55067022 0.52568893 0.61686106 0.39926465] [ 0.64479301 0.61070881 0.47738571 0.27048144 0.43549629] [ 0.7333503 0.52433997 0.50897446 0.47619939 0.42398444] [ 0.25197191 0.55719789 0.43906881 0.78108788 0.44729867] [ 0.58246991 0.35420526 0.58300385 0.67238075 0.41965814] [ 0.88686843 0.38714457 0.55966865 0.20315965 0.40403058] [ 0.42748466 0.63839129 0.56605023 0.68740679 0.42782921] [ 0.68689788 0.39653799 0.6620652 0.3876139 0.52071335] [ 0.37878032 0.55011576 0.45903007 0.69419558 0.54163662] [ 0.84065248 0.33640894 0.50756095 0.2100426 0.30546601] [ 0.65629245 0.29118331 0.4604224 0.42025615 0.43196489] [ 0.43208016 0.55472575 0.44985468 0.68220443 0.46881545] [ 0.40512283 0.60837646 0.40607339 0.82560299 0.39551582] [ 0.78202399 0.45433996 0.52953493 0.24000094 0.33262146] [ 0.73057574 0.3067988 0.47312296 0.33997048 0.51554018] [ 0.24304105 0.47397528 0.45382453 0.80085003 0.44909692] [ 0.67097973 0.3426773 0.49842186 0.27152976 0.44064462] [ 0.49782207 0.51711142 0.51256635 0.56825919 0.43552049] [ 0.43950708 0.52856303 0.45369613 0.64972049 0.65851431] [ 0.63121754 0.38076739 0.71111111 0.4326076 0.50449837] [ 0.77685143 0.4112104 0.56876906 0.21694113 0.40588619] [ 0.69658478 0.54520943 0.51767183 0.50903877 0.47569765] [ 0.2984107 0.62329858 0.43306039 0.73209257 0.42970185] [ 0.26434481 0.52527015 0.52822463 0.72415035 0.52438046] [ 0.27281865 0.66611636 0.32659552 0.84100949 0.47787013] [ 0.17820519 0.51098282 0.58779831 0.77864688 0.54971068] [ 0.74545487 0.52074033 0.38326288 0.36302392 0.34917438] [ 0.43480977 0.49345255 0.37329224 0.74504865 0.60123507] [ 0.92327747 0.24915671 0.57924311 0.07794607 0.38293739] [ 0.30694078 0.42508408 0.57052804 0.48311223 0.68646882] [ 0.51670257 0.49291458 0.49439044 0.60640437 0.28589762] Progress: 30.1% ... Training loss: 0.588 ... Validation loss: 1.007[ 0.46165343 0.53030713 0.59271328 0.60227824 0.5642471 ] [ 0.48015834 0.45535233 0.44884241 0.59289458 0.40571924] [ 0.79102471 0.44711606 0.47579063 0.18192247 0.27319797] [ 0.40813342 0.51875208 0.49845301 0.67863222 0.33661899] [ 0.53819896 0.56184981 0.38893907 0.49798241 0.4313426 ] [ 0.5749397 0.45168689 0.39160027 0.46788918 0.3657857 ] [ 0.81625173 0.29997373 0.53532318 0.23292293 0.3614019 ] [ 0.51846649 0.43310438 0.35005962 0.42211837 0.40031647] [ 0.70753964 0.49440214 0.42500142 0.24167898 0.34607863] [ 0.7534046 0.4396147 0.41424165 0.32078931 0.34868472] [ 0.774496 0.4026434 0.57171361 0.32714205 0.36198992] [ 0.82250305 0.52619897 0.48580684 0.44867655 0.3913634 ] [ 0.56971901 0.42768029 0.6055218 0.35447779 0.47973108] [ 0.86373454 0.40679596 0.56711984 0.10926709 0.3251334 ] [ 0.47817922 0.51229277 0.62576561 0.60489408 0.31356211] [ 0.64633908 0.51078235 0.42172369 0.30549171 0.33941113] [ 0.56070617 0.45783311 0.4831657 0.42158477 0.40826567] [ 0.47366929 0.50583337 0.45604264 0.51110876 0.533689 ] [ 0.37053965 0.37970022 0.45931492 0.54207038 0.58582926] [ 0.21870253 0.49372517 0.40227127 0.84695337 0.59619942] [ 0.60008344 0.58933364 0.61777127 0.51590055 0.43806851] [ 0.65679481 0.44977951 0.36361295 0.46501398 0.46166234] [ 0.20445997 0.64495118 0.50113682 0.86726657 0.62965751] [ 0.62985713 0.53875348 0.34995505 0.42956815 0.42894161] [ 0.34809465 0.60369249 0.40697128 0.7198195 0.6050738 ] [ 0.58970628 0.41484794 0.51867347 0.73500311 0.4150371 ] [ 0.46434801 0.5102214 0.51100986 0.79141725 0.37309449] [ 0.63197504 0.56256765 0.47975946 0.42897708 0.43089696] [ 0.20450286 0.7102626 0.402935 0.86638608 0.52782662] [ 0.45277729 0.57696676 0.48199734 0.41494255 0.36321371] [ 0.70903387 0.5513816 0.59341294 0.37392962 0.46075721] [ 0.54235813 0.62291622 0.53169879 0.68331262 0.46557823] [ 0.62275099 0.47307993 0.50670176 0.41245403 0.5303381 ] [ 0.35163208 0.51955689 0.57655666 0.40175275 0.69950232] [ 0.30874977 0.50698359 0.43714248 0.84523131 0.47266141] [ 0.2743124 0.51503879 0.30351841 0.8917238 0.54388135] [ 0.46505947 0.46216968 0.5331659 0.43713129 0.503977 ] [ 0.58663876 0.56895589 0.47156683 0.67583737 0.40790209] [ 0.49261627 0.53751485 0.34351735 0.65039755 0.31524704] [ 0.51100159 0.59060285 0.55345807 0.72185764 0.53159376] [ 0.50329526 0.54840454 0.4767712 0.57442068 0.4595569 ] [ 0.51058738 0.52108729 0.40905043 0.60360918 0.34132839] [ 0.08712939 0.62220239 0.49287038 0.83647718 0.56604336] [ 0.59443759 0.46120418 0.64830118 0.60470452 0.44726818] [ 0.72843146 0.31529932 0.54973774 0.28681739 0.43195147] [ 0.57157606 0.43529888 0.55301818 0.53259898 0.50095732] [ 0.64198632 0.50474111 0.44830981 0.55786198 0.46093547] [ 0.51186353 0.5693238 0.51994172 0.68646965 0.38698118] [ 0.63985626 0.64204043 0.44962132 0.62947804 0.33749798] [ 0.15922326 0.72198305 0.42083109 0.79228391 0.52101102] [ 0.50814767 0.31773622 0.51670037 0.66494801 0.44579687] [ 0.73670649 0.42144011 0.57695594 0.38337722 0.42424852] [ 0.67134702 0.54482584 0.46070652 0.48698203 0.49984694] [ 0.84166119 0.4150685 0.55167599 0.19906877 0.50355242] [ 0.60163168 0.60025205 0.51897425 0.45158455 0.42102162] [ 0.65317625 0.43813867 0.4620459 0.53775426 0.44212315] [ 0.52134541 0.33535997 0.50127003 0.56761777 0.41187723] [ 0.74687491 0.44803813 0.4887012 0.19033207 0.45682566] [ 0.62086605 0.41538024 0.40334334 0.43433359 0.32007275] [ 0.83174604 0.30578632 0.54128107 0.24171705 0.45312504] [ 0.72299044 0.44478787 0.50797754 0.18827843 0.4456699 ] [ 0.57615947 0.53088349 0.53688467 0.42904533 0.37285587] [ 0.85393901 0.37753416 0.58834532 0.17213478 0.34566964] [ 0.80762633 0.50591954 0.46149998 0.52354787 0.33228433] [ 0.75215404 0.45657279 0.44421631 0.34180525 0.39516627] [ 0.89202258 0.350598 0.54429956 0.12447511 0.35075373] [ 0.35598579 0.46914658 0.61606204 0.69360215 0.40868787] [ 0.91199773 0.3880482 0.54881082 0.12637838 0.37346635] [ 0.2262969 0.69723563 0.3018957 0.79808529 0.4536012 ] [ 0.46936666 0.53217361 0.39933989 0.42730202 0.49316865] [ 0.84491604 0.36737048 0.43959918 0.23406886 0.28801361] [ 0.4970061 0.39101998 0.52995635 0.69814717 0.41661223] [ 0.37373697 0.68097579 0.36197831 0.78542203 0.3533143 ] [ 0.2630663 0.46277805 0.60590098 0.81198579 0.57203366] [ 0.53434654 0.49152533 0.44610861 0.35943403 0.36420678] [ 0.46991343 0.54884091 0.33457873 0.6660794 0.46991549] [ 0.7691445 0.41491591 0.5802825 0.16700109 0.49946821] [ 0.7447029 0.5492031 0.55292951 0.47836468 0.35344872] [ 0.29936321 0.49593496 0.52484267 0.71302647 0.41568202] [ 0.8479868 0.47450169 0.4601493 0.29761032 0.39255738] [ 0.28314525 0.44709184 0.52660984 0.72818815 0.45859606] [ 0.29835502 0.53116286 0.38320507 0.7044085 0.43029469] [ 0.46918426 0.44079358 0.48455788 0.67880832 0.50821909] [ 0.44587775 0.47657502 0.48061689 0.75871401 0.3750325 ] [ 0.27247899 0.5502712 0.59510719 0.6894867 0.50473652] [ 0.45012375 0.62565562 0.53149407 0.65658722 0.58170949] [ 0.46040977 0.4238014 0.49217432 0.65829414 0.30399265] [ 0.20167578 0.50319722 0.46739471 0.83465836 0.54520645] [ 0.68012507 0.57314148 0.39816604 0.61867295 0.33689329] [ 0.34322995 0.60150915 0.44661686 0.72288967 0.49365798] [ 0.71142434 0.61648355 0.56622777 0.46621953 0.46502293] [ 0.69684023 0.46435808 0.56219697 0.35443384 0.42999673] [ 0.72535452 0.41096302 0.5402215 0.2868262 0.48357865] [ 0.23293271 0.41623327 0.41808331 0.67160025 0.66245567] [ 0.79755527 0.43780115 0.65494894 0.33205338 0.41470179] [ 0.36865404 0.73518533 0.52421486 0.82061525 0.58347196] [ 0.49189079 0.56582514 0.42697508 0.47412248 0.53508643] [ 0.68412443 0.38598732 0.54356648 0.38816266 0.51207855] [ 0.78374201 0.392713 0.43217369 0.43509247 0.44419437] [ 0.44171247 0.4803217 0.39229127 0.53454514 0.4405712 ] [ 0.72287547 0.34366824 0.67854869 0.29029311 0.38651592] [ 0.23199036 0.65800053 0.32471554 0.79937116 0.60278726] [ 0.34651356 0.48471724 0.58692045 0.60935638 0.58487563] [ 0.34322995 0.60150915 0.44661686 0.72288967 0.49365798] [ 0.48773739 0.38963005 0.58600852 0.72148512 0.47691661] [ 0.14653538 0.64720842 0.48120793 0.89013916 0.65318238] [ 0.77236023 0.48709761 0.43625645 0.31237722 0.436463 ] [ 0.21037957 0.73370274 0.37078036 0.78553381 0.50469677] [ 0.35453039 0.5309598 0.30291694 0.8517158 0.41063156] [ 0.31858564 0.56559368 0.40281974 0.76270198 0.49907724] [ 0.46781881 0.44011909 0.42461932 0.51695177 0.43320669] [ 0.29748708 0.57331949 0.54271535 0.64753994 0.46650553] [ 0.80168327 0.4231513 0.59750148 0.19199242 0.4686706 ] [ 0.75726434 0.3947615 0.51570288 0.26070559 0.45050684] [ 0.76945008 0.4516357 0.44651782 0.31052239 0.4703839 ] [ 0.4516715 0.49370262 0.40156009 0.66750231 0.39688557] [ 0.59649091 0.34198382 0.50870487 0.30956775 0.42976911] [ 0.31158507 0.59540449 0.53045267 0.56642562 0.43086679] [ 0.27592701 0.48501703 0.59239153 0.68466827 0.64361097] [ 0.18793494 0.63981225 0.31417605 0.79423171 0.52178862] [ 0.5951927 0.46959854 0.60611783 0.48030033 0.41130619] [ 0.60163168 0.60025205 0.51897425 0.45158455 0.42102162] [ 0.56242698 0.45745388 0.58403808 0.32866632 0.54757152] [ 0.29700702 0.5291348 0.44383726 0.73589364 0.49046872] [ 0.70002557 0.53912088 0.40882086 0.46941746 0.32205738] [ 0.57096807 0.56518941 0.47427429 0.41162558 0.47148151] [ 0.70014518 0.51404419 0.56084586 0.38221401 0.44673451] [ 0.49965147 0.53300134 0.48884562 0.44233813 0.68049892] Progress: 30.1% ... Training loss: 0.588 ... Validation loss: 1.008[ 0.72930299 0.51615696 0.35503199 0.3316659 0.33626226] [ 0.16474393 0.52412532 0.36823793 0.91761851 0.43750615] [ 0.91346649 0.34760621 0.50002106 0.20345024 0.28186583] [ 0.14688486 0.54833734 0.52281705 0.88893973 0.63001822] [ 0.53941455 0.61085942 0.41410869 0.5352599 0.4060244 ] [ 0.80224108 0.47428511 0.57084977 0.27828845 0.48713753] [ 0.29294134 0.55028292 0.29676711 0.85637543 0.56074884] [ 0.69588175 0.38281187 0.54111533 0.33261913 0.35721584] [ 0.29461302 0.50726672 0.60613693 0.74630727 0.58169032] [ 0.70412992 0.34828669 0.63668171 0.28243948 0.41519579] [ 0.83589659 0.50637355 0.5800882 0.35080179 0.37232812] [ 0.1375525 0.63345885 0.44194348 0.79005482 0.53686209] [ 0.13295141 0.61385074 0.45102005 0.86760553 0.61288389] [ 0.54069681 0.40849829 0.40531703 0.50429139 0.61610271] [ 0.51222227 0.50310571 0.56461539 0.34357617 0.65423125] [ 0.72701633 0.5379717 0.30104755 0.47984258 0.40596007] [ 0.43305614 0.62452097 0.40924508 0.62819316 0.51912746] [ 0.13942829 0.63078332 0.46394405 0.88295704 0.44214981] [ 0.4195892 0.4277548 0.5292353 0.71258775 0.48392996] [ 0.69557726 0.48465486 0.52462414 0.40774603 0.29104568] [ 0.73591584 0.41020501 0.58022388 0.24756435 0.37315211] [ 0.81586679 0.57096394 0.3849042 0.44051982 0.43939868] [ 0.75180546 0.54557867 0.38783663 0.36073167 0.34681705] [ 0.64182555 0.53553879 0.52451242 0.42361301 0.34076888] [ 0.53519131 0.60852148 0.42669604 0.5395323 0.53344716] [ 0.92668282 0.45008646 0.45623757 0.20505721 0.30877666] [ 0.38059814 0.40439382 0.49571429 0.82019845 0.50022632] [ 0.59227955 0.45224779 0.49185683 0.61673001 0.30500487] [ 0.82341715 0.410832 0.57915074 0.26852297 0.45292669] [ 0.69588175 0.38281187 0.54111533 0.33261913 0.35721584] [ 0.58980858 0.59184096 0.47732204 0.52116777 0.3608638 ] [ 0.23409402 0.66135946 0.47041358 0.78795072 0.56088348] [ 0.83964662 0.38619623 0.60817325 0.34227517 0.42104928] [ 0.60781111 0.49662998 0.43885374 0.375963 0.52738031] [ 0.30194462 0.53564773 0.55816426 0.67905268 0.49502938] [ 0.58809501 0.48245924 0.4945091 0.41296469 0.39559433] [ 0.33250178 0.50843364 0.4457259 0.66116456 0.4326267 ] [ 0.30216677 0.51072249 0.5133362 0.82084021 0.56945666] [ 0.84513036 0.36673427 0.5719158 0.18804065 0.42022386] [ 0.10201634 0.58476233 0.54589336 0.90915853 0.62507077] [ 0.39111596 0.48523273 0.51880168 0.42980067 0.52299722] [ 0.6736491 0.5274806 0.4650971 0.56982182 0.44163895] [ 0.25202196 0.62622486 0.40659573 0.65991007 0.51727354] [ 0.1751452 0.70596593 0.42623049 0.7864488 0.40997958] [ 0.46077975 0.45258394 0.57102343 0.40111916 0.42204647] [ 0.28404599 0.65256502 0.46976237 0.52156197 0.63048368] [ 0.55412733 0.37823118 0.57996571 0.41863779 0.59436307] [ 0.64997944 0.36621275 0.52246266 0.30061548 0.39141689] [ 0.66119642 0.40075564 0.47645976 0.24583493 0.49320837] [ 0.25839548 0.5756019 0.34121125 0.78166736 0.59459769] [ 0.65706113 0.44057503 0.5043814 0.4915929 0.4591661 ] [ 0.21869932 0.49377601 0.40225396 0.84691189 0.59622984] [ 0.46988253 0.53341965 0.4575605 0.68118084 0.44571649] [ 0.21863097 0.55221513 0.44466767 0.86211843 0.40565861] [ 0.3545918 0.62053676 0.51729464 0.73122409 0.61656081] [ 0.70910871 0.4457118 0.51739804 0.33282821 0.48929991] [ 0.35746671 0.55234596 0.51930001 0.6305948 0.66929483] [ 0.19945127 0.55739191 0.52958223 0.85707941 0.50390367] [ 0.84051524 0.37390421 0.6260877 0.15349012 0.47060198] [ 0.14268477 0.52302152 0.56801833 0.78892862 0.536304 ] [ 0.48056552 0.41810079 0.607213 0.32533555 0.61494566] [ 0.1587808 0.57539195 0.39491947 0.79402728 0.51910793] [ 0.79480278 0.4318606 0.49967499 0.21168239 0.40661854] [ 0.66211356 0.40078264 0.50338932 0.40332852 0.45256329] [ 0.47430633 0.5429131 0.59665076 0.55000298 0.33962172] [ 0.78181713 0.47689652 0.32934068 0.32412518 0.26299243] [ 0.65706113 0.44057503 0.5043814 0.4915929 0.4591661 ] [ 0.73357501 0.39096894 0.4425637 0.41836206 0.47316633] [ 0.69133806 0.58765855 0.50958972 0.42719132 0.4915729 ] [ 0.48943992 0.46790889 0.62631203 0.70229243 0.46081794] [ 0.75722089 0.30664184 0.59733172 0.2253659 0.44369491] [ 0.32878337 0.6321733 0.47844069 0.65936582 0.54882252] [ 0.91142047 0.25228591 0.59374628 0.1345117 0.38017513] [ 0.63797732 0.60055587 0.53009045 0.51724581 0.41587385] [ 0.3926513 0.46810448 0.68160571 0.73136894 0.40194601] [ 0.58781836 0.39185393 0.57375412 0.54356029 0.37858856] [ 0.31691857 0.53972856 0.37221502 0.79127622 0.50370025] [ 0.28760406 0.43892116 0.42179304 0.6414215 0.54937999] [ 0.33781304 0.55750831 0.32682292 0.58072528 0.47930618] [ 0.87505302 0.35762486 0.48002687 0.23789923 0.30853293] [ 0.54718124 0.39796058 0.51012856 0.42072974 0.4761123 ] [ 0.67083591 0.4657389 0.47699809 0.43321064 0.37899005] [ 0.78319683 0.38326333 0.60304998 0.23593911 0.47172551] [ 0.65550854 0.4510314 0.55718829 0.26036761 0.50795949] [ 0.12509736 0.597538 0.52451937 0.91492528 0.54993923] [ 0.52387037 0.56196552 0.53764593 0.46371347 0.35446033] [ 0.56638658 0.42116517 0.46568361 0.41316962 0.34815304] [ 0.68097226 0.50488847 0.49486864 0.41043815 0.39678864] [ 0.23178537 0.63405295 0.47443107 0.83396071 0.63613402] [ 0.8972285 0.28713613 0.4983688 0.16856827 0.36707908] [ 0.80221867 0.43865048 0.56658258 0.3052147 0.40194051] [ 0.44313609 0.45302058 0.56849447 0.56742681 0.44230544] [ 0.2921203 0.58698989 0.39275216 0.59358958 0.49305231] [ 0.55018927 0.67093867 0.29279237 0.64397284 0.35893261] [ 0.61031735 0.33424525 0.50782799 0.43753518 0.45863494] [ 0.55235939 0.52176108 0.58696112 0.42804794 0.40102908] [ 0.61504518 0.46444583 0.4037018 0.42334498 0.46482599] [ 0.54542183 0.5830787 0.38527758 0.54464401 0.42123698] [ 0.7057848 0.49965195 0.60034905 0.42342432 0.427307 ] [ 0.30750323 0.54552165 0.44430194 0.76644799 0.31058803] [ 0.81164453 0.515522 0.45585457 0.49749925 0.3988697 ] [ 0.89432132 0.39234085 0.47311776 0.26424726 0.35382128] [ 0.37374658 0.46553532 0.42321358 0.86085021 0.57687658] [ 0.58156502 0.51330207 0.50458289 0.3824316 0.44772149] [ 0.79782627 0.47117282 0.40410012 0.20831109 0.27988347] [ 0.53280867 0.57085508 0.57339759 0.54460115 0.46294464] [ 0.24969717 0.65597092 0.29964579 0.78144121 0.52727527] [ 0.69121335 0.49470579 0.4567868 0.30797363 0.43222264] [ 0.55677326 0.45937084 0.65027681 0.463301 0.52786516] [ 0.26912988 0.48636052 0.5060425 0.74089984 0.62298678] [ 0.76369362 0.53105811 0.54973371 0.50153851 0.37613461] [ 0.36726919 0.53853418 0.50283378 0.55295407 0.43470849] [ 0.0700974 0.55725855 0.52626398 0.87278539 0.59075843] [ 0.52081629 0.43069191 0.51755666 0.59821945 0.3619451 ] [ 0.34060495 0.51554187 0.44821972 0.58905687 0.62542651] [ 0.55654598 0.43794385 0.54458622 0.31581241 0.52669053] [ 0.21275988 0.53393857 0.45332667 0.81763967 0.45938412] [ 0.58597368 0.38232552 0.62746814 0.47967668 0.41843412] [ 0.69632498 0.43819204 0.46872075 0.34755178 0.35577917] [ 0.50258482 0.54960449 0.45108793 0.61945487 0.29639787] [ 0.49101264 0.56378646 0.48770268 0.65813244 0.4549216 ] [ 0.72296756 0.3586519 0.48272331 0.28503176 0.3638409 ] [ 0.77216164 0.52193924 0.49034152 0.53944302 0.37399241] [ 0.6055178 0.55496349 0.61005976 0.64968112 0.43750857] [ 0.38973838 0.49083243 0.39943129 0.67960295 0.37533127] [ 0.45978778 0.32316827 0.55130097 0.68424282 0.47477966] [ 0.19892771 0.69746264 0.33264789 0.90476525 0.4515423 ] [ 0.37189252 0.61295129 0.39864886 0.63039778 0.43523555] Progress: 30.2% ... Training loss: 0.588 ... Validation loss: 1.002[ 0.78381177 0.39810984 0.56372248 0.31804849 0.46894225] [ 0.16730765 0.69741116 0.37219528 0.79228645 0.52831144] [ 0.44063748 0.73871075 0.36373874 0.62769106 0.47821906] [ 0.68618581 0.42729084 0.59696541 0.29791646 0.51707692] [ 0.48075494 0.5670701 0.44899104 0.61625378 0.48317291] [ 0.14287518 0.64117691 0.32815113 0.85713549 0.58849601] [ 0.34259068 0.63599938 0.46217805 0.67546719 0.55294713] [ 0.53545967 0.36150473 0.43755168 0.53482296 0.4520979 ] [ 0.3514157 0.59444585 0.445361 0.77220203 0.45175451] [ 0.46463083 0.52532417 0.40987083 0.57162674 0.40288421] [ 0.73738577 0.35262084 0.58093459 0.43174666 0.3337633 ] [ 0.12009113 0.60529888 0.36118067 0.94317643 0.56340749] [ 0.49759743 0.48775302 0.41403165 0.63591648 0.45012146] [ 0.42829841 0.48270749 0.58838503 0.55394031 0.54761037] [ 0.3395215 0.55077448 0.49257127 0.75812968 0.51177406] [ 0.19016037 0.54804668 0.46079864 0.87907724 0.54392613] [ 0.526866 0.53181649 0.57055522 0.74579788 0.3541819 ] [ 0.77930007 0.29498144 0.59824323 0.34027389 0.4567595 ] [ 0.31429052 0.47142134 0.51750868 0.63610439 0.57920049] [ 0.62584533 0.51561399 0.49689048 0.5199109 0.5133502 ] [ 0.61037174 0.26212754 0.5671919 0.24533024 0.58311665] [ 0.45889156 0.52368793 0.45270395 0.7756649 0.4090624 ] [ 0.18625236 0.54758917 0.4165425 0.85036522 0.46655983] [ 0.76490431 0.47616626 0.57115372 0.46866347 0.48943714] [ 0.4801869 0.56267633 0.53640337 0.56072766 0.37477497] [ 0.63666896 0.60969531 0.40805427 0.45194827 0.37482529] [ 0.27265648 0.65058321 0.28279283 0.70927127 0.51038426] [ 0.72384395 0.57318414 0.47295232 0.59830264 0.48764162] [ 0.75326681 0.44734337 0.54253991 0.23297999 0.38024736] [ 0.47972657 0.72508833 0.34313444 0.69156276 0.49182231] [ 0.43881862 0.55486615 0.36920776 0.58261807 0.41265779] [ 0.20640862 0.59218786 0.53111518 0.76948507 0.51921638] [ 0.14333143 0.67986625 0.43252965 0.91417151 0.56068866] [ 0.42390122 0.4588612 0.44463029 0.48317298 0.53049429] [ 0.21936219 0.44918956 0.54889966 0.7231741 0.51938214] [ 0.72174786 0.52777604 0.51073176 0.34493024 0.52553531] [ 0.82048923 0.36927453 0.53438549 0.18001814 0.4079184 ] [ 0.41926859 0.49976255 0.48119691 0.42597652 0.55678285] [ 0.41873319 0.48961802 0.49504957 0.72705505 0.37261281] [ 0.56184846 0.61336137 0.42646599 0.51630517 0.45080785] [ 0.65932347 0.3675912 0.64575458 0.41104453 0.36875467] [ 0.75293485 0.51323243 0.44403707 0.39901339 0.3748393 ] [ 0.53084955 0.57738786 0.65463782 0.39308143 0.57115692] [ 0.51628988 0.59482511 0.47025252 0.68574098 0.42934275] [ 0.7452316 0.33010118 0.57287306 0.21594324 0.51506659] [ 0.70149626 0.54472517 0.37091871 0.46802975 0.50953234] [ 0.4765137 0.60236027 0.44926991 0.48679582 0.55603417] [ 0.84975757 0.52835354 0.59683776 0.34137089 0.34837428] [ 0.49669686 0.50172778 0.42066862 0.77655449 0.30699822] [ 0.7112214 0.58735564 0.51112274 0.4604206 0.44144989] [ 0.40404572 0.42634006 0.46854307 0.48313691 0.56184303] [ 0.60797403 0.4101113 0.64714132 0.64715187 0.46653634] [ 0.41395965 0.47181075 0.47179498 0.75027211 0.35739427] [ 0.59128035 0.46241347 0.39435983 0.43837146 0.31812556] [ 0.46212301 0.44836921 0.57769587 0.7182682 0.45040172] [ 0.38045315 0.50920237 0.40916665 0.68009735 0.4628696 ] [ 0.51038766 0.55958811 0.51365269 0.76367494 0.45004772] [ 0.53163718 0.47675798 0.47073027 0.47009933 0.49962109] [ 0.74085745 0.40535895 0.52207335 0.38071148 0.51182535] [ 0.66401653 0.50774153 0.50674816 0.30245487 0.42884747] [ 0.45977576 0.48115977 0.45730858 0.54961654 0.5059873 ] [ 0.2739261 0.49298339 0.55800349 0.5554035 0.67658949] [ 0.59662378 0.5167106 0.4626916 0.36752927 0.47402173] [ 0.72540198 0.41094448 0.54021312 0.28680212 0.48356705] [ 0.84319427 0.32182412 0.63210677 0.1036391 0.34699068] [ 0.72497464 0.52571763 0.25480833 0.39211259 0.3025601 ] [ 0.27046192 0.67451309 0.49500914 0.64366203 0.50884141] [ 0.89691317 0.42755315 0.4821557 0.20611144 0.35764667] [ 0.54030206 0.61057198 0.41421022 0.53456571 0.40593193] [ 0.46761377 0.50415143 0.51333611 0.6710908 0.57678583] [ 0.17381003 0.50021856 0.46157743 0.88214033 0.53763475] [ 0.41663567 0.41258971 0.5416979 0.59499897 0.43198128] [ 0.48020043 0.52006948 0.48093369 0.26360214 0.47924271] [ 0.42496431 0.55175132 0.37785074 0.68406058 0.39575727] [ 0.54324946 0.53879329 0.50620132 0.4630666 0.46259798] [ 0.43784146 0.656731 0.49980829 0.63376717 0.37525248] [ 0.27039841 0.51447538 0.42489122 0.68372784 0.42589784] [ 0.5885299 0.4355289 0.60921872 0.56116752 0.43497379] [ 0.72142817 0.47518652 0.69666743 0.36142058 0.38405055] [ 0.38565629 0.53553445 0.47820159 0.86048427 0.42113204] [ 0.28371188 0.50272091 0.56473943 0.71276661 0.43048432] [ 0.78975901 0.4603181 0.51692861 0.17154398 0.39110271] [ 0.51372126 0.28565517 0.44301463 0.5068532 0.42083615] [ 0.85876697 0.35793095 0.58727736 0.12135062 0.31979677] [ 0.11038219 0.6811512 0.40986212 0.78542422 0.44870077] [ 0.87886125 0.41736965 0.58923045 0.15701595 0.42279611] [ 0.55485857 0.39625287 0.44788862 0.52196654 0.39315567] [ 0.72558938 0.60000688 0.41590616 0.493648 0.35003079] [ 0.38526728 0.62619581 0.48152545 0.59156923 0.35822169] [ 0.40913692 0.64903405 0.3939519 0.77846491 0.33636022] [ 0.77589562 0.53166712 0.48638769 0.65231234 0.426747 ] [ 0.22832721 0.66197404 0.5036732 0.89971843 0.54931242] [ 0.64465797 0.47007115 0.39687615 0.52379575 0.3807088 ] [ 0.31305334 0.49371704 0.47929102 0.60922908 0.60717803] [ 0.57590279 0.38352313 0.51156203 0.35578494 0.48237401] [ 0.48238135 0.51841064 0.38457894 0.71296307 0.46018921] [ 0.58248 0.54037857 0.53237914 0.44151072 0.59994985] [ 0.74340695 0.30338116 0.6497963 0.24341121 0.4531738 ] [ 0.39529571 0.59737322 0.52650644 0.58911254 0.41363509] [ 0.85876697 0.35793095 0.58727736 0.12135062 0.31979677] [ 0.77583995 0.50327053 0.54593515 0.35596378 0.33349594] [ 0.70227061 0.4403928 0.59858628 0.33403839 0.40572736] [ 0.698099 0.62600062 0.54870121 0.50632036 0.38643466] [ 0.55692983 0.47040313 0.44189795 0.52356013 0.41218317] [ 0.50415354 0.57700421 0.37034234 0.56525821 0.50909992] [ 0.73060991 0.44173669 0.53963078 0.2657059 0.47528263] [ 0.33051279 0.51132514 0.50349479 0.74601276 0.37911397] [ 0.42938929 0.49416153 0.65550373 0.83036414 0.43134884] [ 0.76883774 0.4089517 0.44996304 0.3992696 0.42785421] [ 0.77540626 0.39036538 0.59431326 0.39238754 0.4143192 ] [ 0.55919602 0.30951739 0.51630095 0.56621646 0.4148903 ] [ 0.43337383 0.35841434 0.52492994 0.7775856 0.36318561] [ 0.86407016 0.41368489 0.52405341 0.1950862 0.41263965] [ 0.88002308 0.31497365 0.60779658 0.13412668 0.3230459 ] [ 0.07555535 0.64415954 0.42851877 0.9026927 0.55777192] [ 0.55919602 0.30951739 0.51630095 0.56621646 0.4148903 ] [ 0.68515798 0.33471021 0.65012511 0.27756773 0.46469497] [ 0.47068258 0.65276035 0.38548841 0.59639342 0.42168858] [ 0.80775292 0.53119476 0.42047069 0.46236424 0.38410594] [ 0.82308017 0.362148 0.5350872 0.24323082 0.39269453] [ 0.46963362 0.53455449 0.37325417 0.72596926 0.27620213] [ 0.7112214 0.58735564 0.51112274 0.4604206 0.44144989] [ 0.17984893 0.56174136 0.40452567 0.87464275 0.55009297] [ 0.1908646 0.70616938 0.47024379 0.77859194 0.54467164] [ 0.64178177 0.42705206 0.44921444 0.25228646 0.42348667] [ 0.39757523 0.5862136 0.54766785 0.62027753 0.30381136] [ 0.56986423 0.487311 0.37668533 0.43368313 0.38127604] [ 0.07048209 0.56024983 0.41118399 0.915015 0.51396295] Progress: 30.2% ... Training loss: 0.587 ... Validation loss: 1.002[ 0.40904919 0.4977983 0.43032704 0.80195957 0.32136775] [ 0.69586345 0.46475656 0.56202194 0.35500865 0.43013289] [ 0.69632104 0.42014368 0.51437195 0.28377302 0.36966488] [ 0.51844447 0.48806902 0.46110628 0.64817921 0.35750115] [ 0.84764413 0.38724758 0.6208056 0.19179831 0.4732582 ] [ 0.71268344 0.44044236 0.48847344 0.35311125 0.46993091] [ 0.17705125 0.66692904 0.5288167 0.73344135 0.61760511] [ 0.64911927 0.4263356 0.59367815 0.48088473 0.42608495] [ 0.79724244 0.26955582 0.58347469 0.17589583 0.35163795] [ 0.89067597 0.48178828 0.5099758 0.35887103 0.28209112] [ 0.22389433 0.70590708 0.34611328 0.82935908 0.42364973] [ 0.39515721 0.50812752 0.46717044 0.61649019 0.41285869] [ 0.26926137 0.56270547 0.59873284 0.79547796 0.61296737] [ 0.76469818 0.51994256 0.42064933 0.30653174 0.40069448] [ 0.31759471 0.71419955 0.47125031 0.77881702 0.61782561] [ 0.31594487 0.60569696 0.579801 0.75579475 0.58002167] [ 0.43661677 0.72200121 0.36219345 0.74704705 0.44334858] [ 0.85720523 0.49797368 0.53991747 0.32248766 0.38460719] [ 0.40007189 0.67578966 0.39039252 0.74507094 0.35594286] [ 0.49551373 0.47083614 0.52860217 0.49732267 0.49611995] [ 0.36304047 0.58100674 0.44442501 0.7818349 0.48705717] [ 0.60304078 0.55043633 0.45518581 0.61564722 0.31170812] [ 0.3277893 0.58857258 0.46157076 0.58213982 0.48494124] [ 0.69620624 0.52410463 0.57169587 0.41552692 0.44126977] [ 0.58413162 0.43174783 0.49087369 0.49938153 0.48636768] [ 0.35809198 0.49729325 0.54148578 0.52525526 0.38413118] [ 0.71175015 0.47299218 0.56858262 0.35248759 0.43964867] [ 0.65777303 0.56850964 0.48455 0.50679047 0.41677827] [ 0.15574695 0.63133114 0.43784825 0.8314248 0.41657763] [ 0.51897409 0.45592367 0.46640913 0.75144029 0.34629107] [ 0.41992549 0.48461113 0.55231655 0.50770052 0.50172426] [ 0.71599045 0.43205169 0.52221425 0.32713042 0.36197961] [ 0.40877737 0.56327931 0.41169712 0.59416939 0.66224371] [ 0.68092779 0.44078799 0.48898902 0.25157274 0.38865368] [ 0.04967937 0.63717954 0.41147573 0.95513585 0.66204063] [ 0.66098184 0.45962433 0.41050702 0.24402454 0.36867352] [ 0.57438073 0.36231642 0.6584743 0.57118945 0.49829204] [ 0.69932887 0.45485957 0.49834188 0.37299797 0.37240149] [ 0.32410827 0.63607063 0.37954798 0.58607436 0.52104388] [ 0.39942016 0.43097785 0.44146047 0.81961935 0.40641964] [ 0.27622515 0.63490417 0.42086039 0.81944011 0.57430802] [ 0.73309642 0.58805679 0.34978653 0.62604962 0.41595528] [ 0.19185665 0.5989693 0.42424109 0.91707533 0.52411873] [ 0.20429916 0.46915291 0.57281751 0.70974841 0.53560687] [ 0.86651281 0.2697769 0.54807716 0.13720738 0.36929451] [ 0.4878139 0.69146922 0.46973746 0.61560014 0.39998038] [ 0.78265902 0.4001429 0.50701474 0.18110839 0.41016145] [ 0.22881215 0.71015993 0.38100446 0.85207579 0.52823328] [ 0.26676649 0.71874319 0.32933922 0.84581897 0.50531812] [ 0.82108455 0.23176925 0.50876203 0.22850537 0.37904584] [ 0.10178623 0.58607371 0.49255078 0.84521998 0.54504849] [ 0.36154855 0.60268235 0.46614723 0.63309601 0.47093481] [ 0.11562563 0.54917498 0.34977375 0.92404087 0.51892506] [ 0.37367309 0.68129419 0.36181995 0.78532186 0.3534751 ] [ 0.65835313 0.3680729 0.64555988 0.41171649 0.36892818] [ 0.50669736 0.63167659 0.35868137 0.62370837 0.36159101] [ 0.16320766 0.64768015 0.35044099 0.80580327 0.43797481] [ 0.19206761 0.5828267 0.43741112 0.84625956 0.51453264] [ 0.79787314 0.33482135 0.48003148 0.22772968 0.37627501] [ 0.23667497 0.46578047 0.39375042 0.77497922 0.46814474] [ 0.17739245 0.56491169 0.55738159 0.91135788 0.57335584] [ 0.69349976 0.48590338 0.52408279 0.40922364 0.29143304] [ 0.53777024 0.42535835 0.45580456 0.36192248 0.56833937] [ 0.34773375 0.6169687 0.31612713 0.55449773 0.40620464] [ 0.11809045 0.61848083 0.36580826 0.89660597 0.58048292] [ 0.75351826 0.48311924 0.57915004 0.25851823 0.53047208] [ 0.50936357 0.61863656 0.47598424 0.56144458 0.50379746] [ 0.26924099 0.62322711 0.34975681 0.87097736 0.56278225] [ 0.30666774 0.56818972 0.38985296 0.5882726 0.46637713] [ 0.86992913 0.35025912 0.4543157 0.26547538 0.34703284] [ 0.41481463 0.47810773 0.51438779 0.42457818 0.44073259] [ 0.30962623 0.74037689 0.32601337 0.72987397 0.44981165] [ 0.25493367 0.67453981 0.35940545 0.72238329 0.49814806] [ 0.2861114 0.63468244 0.52839743 0.61555447 0.38022293] [ 0.81785103 0.47391367 0.43174843 0.32157544 0.27731304] [ 0.11692032 0.63804726 0.36644386 0.93524333 0.57549429] [ 0.75345178 0.43546955 0.51345161 0.22011461 0.43632948] [ 0.51899972 0.51483842 0.4802357 0.32896429 0.36981688] [ 0.65927656 0.44469197 0.45031304 0.32077161 0.45897159] [ 0.17706139 0.46543196 0.52356096 0.85617557 0.55309058] [ 0.6605438 0.37533139 0.45930442 0.36652406 0.48527968] [ 0.46009533 0.39984134 0.43980791 0.73587688 0.56675419] [ 0.37605942 0.45505899 0.5802388 0.75483494 0.47733316] [ 0.49913567 0.39315778 0.69808382 0.72844095 0.45018162] [ 0.51752795 0.3780009 0.55500365 0.72858309 0.45158705] [ 0.27376714 0.58528554 0.39522825 0.71060121 0.41966637] [ 0.58859052 0.54689356 0.48085016 0.46540665 0.40428807] [ 0.64876154 0.33085267 0.53468732 0.31606641 0.58430682] [ 0.41923069 0.53443503 0.52308125 0.39370173 0.56462775] [ 0.15424825 0.70553006 0.320037 0.81119931 0.63773272] [ 0.81608728 0.3914145 0.48912008 0.33342796 0.42695243] [ 0.70718596 0.43786557 0.54266964 0.44414681 0.36086745] [ 0.20582276 0.66457124 0.45903353 0.82095855 0.49272218] [ 0.21774523 0.59509419 0.51162448 0.81510452 0.41560127] [ 0.58292964 0.44501682 0.54304916 0.51874152 0.52053508] [ 0.6582703 0.57262945 0.32625745 0.56658694 0.53427936] [ 0.67933954 0.48317072 0.58922644 0.36706136 0.53031925] [ 0.70859376 0.49542244 0.56890855 0.23131259 0.56726629] [ 0.3802923 0.46660436 0.59637765 0.65001184 0.43974077] [ 0.54702849 0.45077085 0.34837697 0.4379692 0.43432819] [ 0.82396896 0.45844987 0.47411265 0.35095197 0.31115755] [ 0.71532508 0.55608922 0.46244414 0.3633218 0.46319112] [ 0.31016697 0.56498565 0.54275438 0.82418003 0.58070569] [ 0.70165864 0.66283346 0.45399405 0.64164249 0.43480025] [ 0.22696151 0.49186641 0.50762698 0.74595828 0.73454504] [ 0.29668074 0.52858141 0.53537817 0.84923809 0.46889555] [ 0.44243675 0.49993091 0.51428006 0.67947702 0.43705965] [ 0.5343874 0.50412858 0.33064196 0.58845852 0.46282868] [ 0.49910429 0.54254994 0.42460264 0.45642626 0.51192169] [ 0.91366267 0.26810864 0.59443256 0.11409746 0.35265885] [ 0.76469818 0.51994256 0.42064933 0.30653174 0.40069448] [ 0.75677742 0.33685484 0.43871083 0.35507868 0.32434891] [ 0.6309699 0.62308737 0.47033303 0.54978932 0.46625115] [ 0.31910118 0.6865594 0.53671732 0.71049781 0.52854941] [ 0.88905323 0.31948541 0.47825676 0.25025267 0.41057275] [ 0.52363207 0.51782848 0.57108298 0.29083933 0.49376058] [ 0.711413 0.40420507 0.58926559 0.45286612 0.46668418] [ 0.57175602 0.46750737 0.58631355 0.37551088 0.43427287] [ 0.38264884 0.56074213 0.36281414 0.81423979 0.33864403] [ 0.52161319 0.54272778 0.5344071 0.39032555 0.48383793] [ 0.38438575 0.6524377 0.51787921 0.66283165 0.47048287] [ 0.54106782 0.37208023 0.46248378 0.33547539 0.52264923] [ 0.74893074 0.41823746 0.56118757 0.32080751 0.43121547] [ 0.63234298 0.42754793 0.5599209 0.70710758 0.41070486] [ 0.07855383 0.70794027 0.35621106 0.93021153 0.55654984] [ 0.83445671 0.24954806 0.52219846 0.25535714 0.41949998] [ 0.38091816 0.45885823 0.62545707 0.65928924 0.51555421] [ 0.69055817 0.41008896 0.51822553 0.36923803 0.40162942] Progress: 30.3% ... Training loss: 0.587 ... Validation loss: 0.998[ 0.74702316 0.33004095 0.42749112 0.34994056 0.40349746] [ 0.28109795 0.67186091 0.36164902 0.79177016 0.44365241] [ 0.55079727 0.43076819 0.65671407 0.76615425 0.33357126] [ 0.17099064 0.60989377 0.45801051 0.82935828 0.40675965] [ 0.15166212 0.56004673 0.48514564 0.86771892 0.46175106] [ 0.69850495 0.49966023 0.39126432 0.29564838 0.32064791] [ 0.40176948 0.40875452 0.49858191 0.81459581 0.46798624] [ 0.74545382 0.36975164 0.51835987 0.42591408 0.39271597] [ 0.61258125 0.45336874 0.52380811 0.64064649 0.34074942] [ 0.26584583 0.61678228 0.40404501 0.74135163 0.40339613] [ 0.79696663 0.43491304 0.63006029 0.18315618 0.44079581] [ 0.48262099 0.68051495 0.34639285 0.69667305 0.28788096] [ 0.81884857 0.30418282 0.58713714 0.24604269 0.35974065] [ 0.56493405 0.46634587 0.55513809 0.46941726 0.4766197 ] [ 0.65302846 0.50005324 0.43316753 0.44473953 0.3240793 ] [ 0.09515708 0.6170125 0.55491849 0.88630881 0.57564558] [ 0.32180448 0.39017032 0.50288516 0.70359412 0.47514067] [ 0.61844777 0.41585413 0.45974457 0.61808499 0.31484456] [ 0.49145109 0.46927232 0.51692311 0.69858814 0.40782962] [ 0.64813933 0.4132767 0.40652622 0.27632904 0.35006036] [ 0.53077954 0.51743127 0.44677011 0.72666698 0.337646 ] [ 0.1828146 0.70154012 0.39793486 0.75689824 0.45596862] [ 0.33006352 0.61445594 0.55111893 0.71022238 0.47938346] [ 0.24591655 0.61861423 0.38523678 0.75030787 0.60361955] [ 0.37317369 0.51638816 0.53728114 0.51659005 0.55082396] [ 0.3514716 0.51994442 0.57637965 0.40203593 0.69962478] [ 0.55201276 0.39677281 0.49731741 0.65061481 0.41499618] [ 0.60814601 0.40976804 0.67858588 0.32517022 0.43954707] [ 0.57578252 0.48034022 0.43951598 0.55733495 0.33421893] [ 0.83773845 0.4614421 0.4807905 0.33415343 0.41962719] [ 0.16444672 0.51009728 0.29644621 0.91570135 0.45064505] [ 0.48553021 0.63876485 0.47138021 0.69014816 0.41428422] [ 0.23764654 0.6464557 0.39970701 0.75070692 0.52776612] [ 0.60766046 0.57656486 0.45246217 0.56442887 0.43735144] [ 0.63485882 0.37927167 0.5700318 0.35662533 0.48686958] [ 0.79900786 0.50518411 0.30171876 0.39300385 0.29983646] [ 0.5306366 0.46398335 0.51928594 0.56449333 0.53275528] [ 0.56039901 0.55399463 0.60784648 0.55146469 0.47849074] [ 0.61219688 0.46145958 0.47021733 0.34460273 0.40626044] [ 0.32900395 0.65252496 0.36183683 0.7420251 0.41965891] [ 0.74228797 0.30381657 0.64959965 0.24396714 0.45334629] [ 0.32052898 0.60583377 0.5588843 0.61646942 0.49623378] [ 0.57577162 0.56751693 0.44492087 0.60642387 0.38005999] [ 0.40942114 0.52926058 0.33660039 0.56151189 0.45873301] [ 0.3475791 0.471026 0.53517424 0.51387039 0.54968088] [ 0.73568389 0.53382705 0.42949687 0.22421467 0.33416065] [ 0.80858074 0.53045795 0.42076762 0.46137379 0.38384365] [ 0.70095293 0.52188419 0.50096428 0.49312736 0.54556726] [ 0.6185848 0.59008184 0.41063595 0.46051247 0.32557678] [ 0.42157424 0.610159 0.31054521 0.72099493 0.35293523] [ 0.66666015 0.55294157 0.35960109 0.60771926 0.33864692] [ 0.61319979 0.58529383 0.35549834 0.42308788 0.34374233] [ 0.84748071 0.45892762 0.523553 0.36383643 0.39174649] [ 0.73012972 0.44287578 0.45344864 0.19122454 0.30870644] [ 0.41864224 0.45021797 0.57155703 0.7363948 0.39128364] [ 0.46427934 0.41708673 0.391384 0.79078596 0.39567331] [ 0.65316483 0.4755102 0.36698435 0.37897883 0.4070793 ] [ 0.19101329 0.73272856 0.26112688 0.89166423 0.56339449] [ 0.76831376 0.36314015 0.48102756 0.30191168 0.31986427] [ 0.83665036 0.46754648 0.47362926 0.34723717 0.42255861] [ 0.41890727 0.55923432 0.35720339 0.56713418 0.43136784] [ 0.6534375 0.60980167 0.52221633 0.55688544 0.4773362 ] [ 0.68058843 0.49417149 0.56245173 0.33304872 0.44394306] [ 0.16844363 0.67528427 0.41317996 0.80650556 0.57910582] [ 0.24309754 0.58641185 0.39227637 0.60882722 0.5085364 ] [ 0.37228404 0.53967698 0.3822552 0.49118541 0.44268814] [ 0.31981303 0.57359437 0.45679485 0.59680891 0.42406851] [ 0.8175215 0.32296948 0.44274906 0.08976987 0.30143187] [ 0.86050454 0.50036794 0.43430055 0.30847966 0.37491742] [ 0.45037063 0.44697737 0.48377022 0.51835958 0.4878507 ] [ 0.25894112 0.6079354 0.37423195 0.67540965 0.47462435] [ 0.50984167 0.63909655 0.44948866 0.59948868 0.46328191] [ 0.39579601 0.59642987 0.59661339 0.62666523 0.55064291] [ 0.10711232 0.62496161 0.44169066 0.89903092 0.46234145] [ 0.60376077 0.33090633 0.56542378 0.5374589 0.2758204 ] [ 0.82930543 0.35194294 0.49790683 0.31018238 0.37579602] [ 0.17814343 0.65842062 0.34100461 0.86968655 0.61314777] [ 0.34254543 0.57577096 0.44973692 0.72674895 0.46766697] [ 0.62786994 0.43160723 0.55768779 0.4451953 0.43839064] [ 0.56588626 0.57811319 0.44006443 0.70381263 0.45529951] [ 0.7918283 0.36950775 0.51029027 0.21987991 0.33215817] [ 0.8587151 0.39085792 0.52075748 0.28333098 0.35480683] [ 0.32658195 0.64836259 0.33345328 0.58231877 0.4935938 ] [ 0.48907676 0.44790176 0.58484756 0.60251906 0.33985221] [ 0.55082356 0.391448 0.67911217 0.33218564 0.5356889 ] [ 0.2837982 0.65319451 0.4694593 0.52194641 0.6307441 ] [ 0.63955505 0.43770484 0.58407742 0.39654613 0.39800688] [ 0.53994 0.47948017 0.52668052 0.40271043 0.53206973] [ 0.76307296 0.48838172 0.58474355 0.36638175 0.47512222] [ 0.62463539 0.48553866 0.54103955 0.56280493 0.41556105] [ 0.5595633 0.47297611 0.49719337 0.64416935 0.49108733] [ 0.88985167 0.42995625 0.54520089 0.17384989 0.36076575] [ 0.58006758 0.48665116 0.47956643 0.33933561 0.42220553] [ 0.33797216 0.54064785 0.63403109 0.67912202 0.5216061 ] [ 0.8398826 0.36213133 0.53700125 0.15882477 0.4016634 ] [ 0.27905693 0.5226478 0.53098068 0.7876013 0.46864308] [ 0.46643989 0.55202646 0.57739801 0.6345694 0.51183189] [ 0.51971631 0.61229894 0.36528245 0.55781494 0.41155475] [ 0.78780738 0.48253552 0.55910504 0.21303871 0.4960223 ] [ 0.77429525 0.57473009 0.37939023 0.64797672 0.36248051] [ 0.22856844 0.73264217 0.3247946 0.73948435 0.48149211] [ 0.74327787 0.37658468 0.54471698 0.26486994 0.49411007] [ 0.11398281 0.60909432 0.41373961 0.91122216 0.50345962] [ 0.41113814 0.47402098 0.52066524 0.50997629 0.54945469] [ 0.52225793 0.47498295 0.48544746 0.43840859 0.39241649] [ 0.3452083 0.53742998 0.53965004 0.78493064 0.37801778] [ 0.71342025 0.45513491 0.52626281 0.55663218 0.35272538] [ 0.6172935 0.46594172 0.57110451 0.44838103 0.47862055] [ 0.56829695 0.52742409 0.52731218 0.37351717 0.49795774] [ 0.76507595 0.54620584 0.54222625 0.52575051 0.37480116] [ 0.26950714 0.51182106 0.54612816 0.80742643 0.5589027 ] [ 0.58524124 0.41871765 0.5440987 0.53588994 0.50448246] [ 0.35575102 0.62858522 0.4892188 0.63159955 0.5079563 ] [ 0.41988927 0.70192918 0.47006427 0.70220344 0.40734916] [ 0.46731057 0.49090956 0.45011169 0.66502619 0.58610875] [ 0.85689001 0.27414656 0.57564666 0.15642763 0.41399738] [ 0.68085232 0.57823889 0.55569585 0.49140038 0.47549795] [ 0.61559492 0.46423749 0.4037739 0.42289931 0.46476126] [ 0.48082912 0.57373708 0.4589957 0.61006433 0.42910929] [ 0.83366742 0.45706482 0.42697303 0.15734834 0.2420033 ] [ 0.14752025 0.6221216 0.37389565 0.89637564 0.59210735] [ 0.64363451 0.60495835 0.4071541 0.55011319 0.35957783] [ 0.52794584 0.68157866 0.46918589 0.57534291 0.49836048] [ 0.63445698 0.60574835 0.4193573 0.435691 0.55217693] [ 0.71698857 0.41054031 0.58113121 0.29905162 0.39428387] [ 0.84674122 0.49925664 0.53755021 0.37016419 0.44954708] [ 0.62692398 0.58471488 0.52316964 0.48057612 0.37726326] [ 0.8572421 0.51439177 0.49050226 0.37077587 0.32286062] Progress: 30.4% ... Training loss: 0.587 ... Validation loss: 1.000[ 0.54950315 0.39160771 0.6168542 0.58643252 0.4664709 ] [ 0.36762844 0.53113012 0.49114983 0.77304692 0.49203522] [ 0.76914875 0.32563484 0.64894839 0.24182857 0.38538903] [ 0.68640423 0.29559589 0.52265977 0.32768196 0.44302504] [ 0.52579036 0.52786365 0.47371222 0.5614546 0.49691486] [ 0.75257922 0.41503596 0.41185471 0.34935852 0.37930509] [ 0.35501904 0.65558501 0.44748654 0.68544747 0.4420825 ] [ 0.33276955 0.60397607 0.4557886 0.70079568 0.55823009] [ 0.20874278 0.60329894 0.37282731 0.88681867 0.48617529] [ 0.1405243 0.69854724 0.3903004 0.80906846 0.59023999] [ 0.35643924 0.53323301 0.61621253 0.69483512 0.59075534] [ 0.31880103 0.62079545 0.36903693 0.80920582 0.43873041] [ 0.57667564 0.57485683 0.53886957 0.61160346 0.40955233] [ 0.42375088 0.51068668 0.33984574 0.77063595 0.38849973] [ 0.08984745 0.66493732 0.38162818 0.89015564 0.50125629] [ 0.25750494 0.73886494 0.36097666 0.8446578 0.52243035] [ 0.73384052 0.40103902 0.59402787 0.22518396 0.47173702] [ 0.80468381 0.55704424 0.36589724 0.39555093 0.42620518] [ 0.69872063 0.45504477 0.54619839 0.40398213 0.4033747 ] [ 0.34188914 0.48096048 0.47547863 0.56430884 0.57956762] [ 0.75426137 0.39085831 0.61691748 0.27579801 0.4267952 ] [ 0.08236162 0.53177979 0.39110356 0.92364708 0.61783348] [ 0.21450244 0.52842224 0.44515835 0.77242015 0.46480984] [ 0.07984469 0.6306204 0.36798445 0.95840978 0.5353183 ] [ 0.76429507 0.40921971 0.58208912 0.31430449 0.46158209] [ 0.27629091 0.63610982 0.36655747 0.65498385 0.42700498] [ 0.64757639 0.51670337 0.47772054 0.54928581 0.41269936] [ 0.90281927 0.3538085 0.62419087 0.11819742 0.33999047] [ 0.55902377 0.51314 0.54304033 0.42981408 0.35753235] [ 0.51599329 0.45630042 0.58481771 0.35178523 0.42304778] [ 0.61322457 0.4546265 0.61529615 0.24675944 0.36777646] [ 0.770376 0.29855555 0.34243458 0.28746049 0.3714907 ] [ 0.62711167 0.66253566 0.55559922 0.54562173 0.46421322] [ 0.58631891 0.49101489 0.46849603 0.48798493 0.39561589] [ 0.66671061 0.49991153 0.62678192 0.34346639 0.51415464] [ 0.55385529 0.61182757 0.46645167 0.49536756 0.51306481] [ 0.82025748 0.36717958 0.45865701 0.13004169 0.28732331] [ 0.84759908 0.34930633 0.6448166 0.30301704 0.3641566 ] [ 0.85852645 0.51952248 0.5234586 0.2915758 0.3563019 ] [ 0.6160138 0.42488406 0.50382602 0.4042095 0.41001387] [ 0.55685738 0.49092784 0.52567353 0.51470162 0.41309428] [ 0.11036278 0.56939934 0.48414639 0.66583086 0.69028092] [ 0.41859309 0.68028851 0.30731012 0.83614929 0.57809802] [ 0.52659672 0.53039756 0.52500577 0.55662524 0.6196084 ] [ 0.77287491 0.4602973 0.57946243 0.31532146 0.46219719] [ 0.38621152 0.55352105 0.34269479 0.65904119 0.41788431] [ 0.71703981 0.39738101 0.61770604 0.3019116 0.45551863] [ 0.29234936 0.43379472 0.4364535 0.62748338 0.60899309] [ 0.74290158 0.60270589 0.33952708 0.57887829 0.32359746] [ 0.4398751 0.42750692 0.50815239 0.66426163 0.35496852] [ 0.70040684 0.3993019 0.46491336 0.59392667 0.41606117] [ 0.4698018 0.63964275 0.44814323 0.60020754 0.54629565] [ 0.35166349 0.55203762 0.47011092 0.70684813 0.60504218] [ 0.80318685 0.50211135 0.51779748 0.30379266 0.42321458] [ 0.66092774 0.39821284 0.58558346 0.46261166 0.38434709] [ 0.18095789 0.61538224 0.4152595 0.90631345 0.51867727] [ 0.55829974 0.4405001 0.58347289 0.57431712 0.50763738] [ 0.0720707 0.68123238 0.30841866 0.8927319 0.5429504 ] [ 0.48812008 0.61276377 0.53570412 0.59134923 0.37059866] [ 0.5430097 0.62309956 0.53157744 0.68322202 0.46569565] [ 0.61715138 0.50938414 0.47197326 0.62917752 0.32898158] [ 0.65293702 0.60954996 0.46560052 0.46017737 0.43150613] [ 0.47767994 0.48721266 0.53799241 0.60878028 0.35342381] [ 0.53886346 0.6244126 0.44278093 0.48946311 0.28517982] [ 0.68928193 0.3905515 0.59925566 0.27312078 0.33456213] [ 0.29531275 0.55439357 0.51093018 0.84761737 0.47345597] [ 0.73384052 0.40103902 0.59402787 0.22518396 0.47173702] [ 0.83728103 0.303576 0.54143937 0.24298552 0.47204505] [ 0.56007524 0.56749346 0.52995018 0.65029935 0.42130814] [ 0.23099437 0.46611122 0.6220617 0.75852713 0.43928896] [ 0.59402516 0.61249923 0.43365196 0.63322519 0.3430053 ] [ 0.24991523 0.58399256 0.56974883 0.78833037 0.59796549] [ 0.56401528 0.46938942 0.48206075 0.40619343 0.43433718] [ 0.11423631 0.59632646 0.57497279 0.81343354 0.6469149 ] [ 0.30727492 0.52163245 0.47215626 0.75925351 0.54791716] [ 0.67047173 0.56788816 0.39080081 0.46199891 0.53770844] [ 0.16674224 0.65940211 0.33346256 0.83050254 0.51853424] [ 0.6845226 0.65858063 0.50890377 0.40475929 0.42301674] [ 0.13956174 0.57513437 0.49152052 0.8066295 0.58367459] [ 0.62810198 0.45912606 0.54626401 0.45584294 0.5441787 ] [ 0.77638185 0.4812161 0.47462222 0.34888656 0.35439072] [ 0.43685312 0.50988869 0.54422255 0.62046231 0.53688599] [ 0.21704404 0.65820989 0.38514763 0.83422758 0.4820908 ] [ 0.74763298 0.49704136 0.43452996 0.30000242 0.24753263] [ 0.14937718 0.721317 0.44433613 0.73953858 0.59841893] [ 0.47270203 0.51929306 0.37058708 0.6910636 0.41865363] [ 0.43448955 0.59524935 0.52266825 0.75108372 0.44044961] [ 0.5491722 0.42092458 0.43543169 0.62379011 0.30651763] [ 0.32123402 0.43557732 0.40834999 0.84866676 0.48849864] [ 0.83350638 0.40660503 0.49467566 0.27929206 0.41720037] [ 0.84525753 0.34798589 0.61733027 0.18422218 0.42913877] [ 0.64109961 0.42746907 0.44903387 0.25256959 0.42364083] [ 0.40544846 0.42225429 0.58834874 0.73850599 0.37331235] [ 0.60594527 0.43925622 0.62237121 0.35552999 0.49644232] [ 0.77477057 0.42160721 0.44590326 0.24156133 0.31094931] [ 0.83684077 0.44635217 0.45459295 0.23686653 0.41665142] [ 0.53842663 0.60156389 0.6271547 0.44065697 0.54913204] [ 0.12164679 0.62434124 0.45736926 0.84553533 0.52740819] [ 0.87816675 0.36757163 0.56523116 0.13265921 0.38955731] [ 0.40813545 0.39836362 0.47137288 0.39849689 0.51179636] [ 0.24469855 0.50625881 0.53719901 0.88039247 0.60002139] [ 0.65475518 0.361686 0.46739402 0.28012757 0.42391085] [ 0.73853419 0.31978052 0.70803788 0.32112251 0.43482058] [ 0.30226 0.58474767 0.41139959 0.75458382 0.42528979] [ 0.29662342 0.55363503 0.54411758 0.78943611 0.44760884] [ 0.66652964 0.43932428 0.49667093 0.47600736 0.44920528] [ 0.40527566 0.50668616 0.29492609 0.69849348 0.41738292] [ 0.67800155 0.31069627 0.52061235 0.41593067 0.57984641] [ 0.41082423 0.42889467 0.52617854 0.62004867 0.65057864] [ 0.25974619 0.68248457 0.29922492 0.80071444 0.575868 ] [ 0.54845117 0.37841974 0.60397953 0.31073088 0.48934133] [ 0.73159644 0.47734971 0.522884 0.40545116 0.47978168] [ 0.71259905 0.47252277 0.56875875 0.35194772 0.43947704] [ 0.28899489 0.70298531 0.42753669 0.73921362 0.49712785] [ 0.60222394 0.40146823 0.4125361 0.32412186 0.57964985] [ 0.52523488 0.33632166 0.53861076 0.55174264 0.45866086] [ 0.40275946 0.40834753 0.49873659 0.81432316 0.46784217] [ 0.72781217 0.46878747 0.41376483 0.37933009 0.346117 ] [ 0.63370161 0.43437352 0.40565564 0.31461785 0.41870655] [ 0.51676046 0.48661724 0.41237903 0.65471152 0.32894024] [ 0.57306796 0.44410587 0.48239773 0.5435703 0.28282603] [ 0.31124474 0.55267386 0.45592486 0.60746824 0.4370956 ] [ 0.78063902 0.31183425 0.60675517 0.32561354 0.43532445] [ 0.39648894 0.32903201 0.47644031 0.66521127 0.46203462] [ 0.5370171 0.60310541 0.65927581 0.59166331 0.51157206] [ 0.32632183 0.61091 0.53291499 0.75126549 0.4816302 ] [ 0.6030987 0.44859562 0.55591697 0.5459416 0.46283435] [ 0.4822306 0.43421109 0.44817743 0.46167456 0.50508943] Progress: 30.4% ... Training loss: 0.586 ... Validation loss: 1.002[ 0.8093459 0.38212275 0.53979731 0.33808476 0.44865295] [ 0.56332439 0.58429662 0.29627278 0.67627306 0.43059334] [ 0.75635766 0.3840804 0.45658429 0.17914418 0.29312415] [ 0.45591675 0.57236368 0.56101806 0.47442225 0.68210406] [ 0.23313084 0.59502385 0.52059346 0.8548573 0.63477548] [ 0.55467535 0.50520923 0.45179852 0.42300712 0.35516727] [ 0.37917936 0.60103262 0.50836378 0.54314427 0.59017463] [ 0.38227616 0.49394438 0.52375776 0.55555751 0.44830158] [ 0.39279504 0.53935805 0.65472916 0.73363095 0.5908055 ] [ 0.47426512 0.61218354 0.55415973 0.55105344 0.45686385] [ 0.26197107 0.61717435 0.51972313 0.76215349 0.66595806] [ 0.34721056 0.45844912 0.44545955 0.85180256 0.43881943] [ 0.41416871 0.43751634 0.64301357 0.34641255 0.54281785] [ 0.7589962 0.54357154 0.47209732 0.37458135 0.4115473 ] [ 0.24242856 0.6028634 0.41967588 0.82746883 0.5394575 ] [ 0.49181277 0.51533802 0.46342486 0.57188995 0.40466699] [ 0.55805861 0.49653382 0.38010294 0.47527497 0.38342714] [ 0.77326116 0.409372 0.32753484 0.20268734 0.26590298] [ 0.48978151 0.44286274 0.44314997 0.69478739 0.35394435] [ 0.27848197 0.5056486 0.32956504 0.85087051 0.37615031] [ 0.46003528 0.51335509 0.53243932 0.46257003 0.53407055] [ 0.84071881 0.50539996 0.54616625 0.26029188 0.36732953] [ 0.25285021 0.53516753 0.53683839 0.78523448 0.35781445] [ 0.75993738 0.38495903 0.56689454 0.3878015 0.33755894] [ 0.69510001 0.44051401 0.59918798 0.25349225 0.46135102] [ 0.57215589 0.56688184 0.43004314 0.36159787 0.50357122] [ 0.20885773 0.53863278 0.57105425 0.61197897 0.4929037 ] [ 0.53156564 0.57359331 0.49942729 0.60411161 0.50207987] [ 0.13006961 0.64775877 0.52626818 0.89880298 0.60014642] [ 0.28342029 0.57083634 0.48260203 0.75203398 0.53819916] [ 0.21157209 0.58169633 0.53065265 0.87425769 0.59132244] [ 0.6611923 0.36700062 0.64597698 0.41019097 0.36852674] [ 0.29376736 0.57685871 0.37428511 0.76254835 0.3778609 ] [ 0.68066737 0.40104353 0.54638836 0.46830538 0.43342505] [ 0.54720026 0.52277887 0.52760807 0.74399299 0.44963289] [ 0.34023762 0.47590846 0.46092746 0.74527195 0.52617211] [ 0.77442783 0.47358566 0.47010229 0.32689802 0.43893221] [ 0.14395638 0.62791264 0.48617932 0.90710759 0.39990964] [ 0.28093773 0.6125893 0.44413063 0.55232129 0.3773633 ] [ 0.50052133 0.44683982 0.28255302 0.50845649 0.45299001] [ 0.75041303 0.56214932 0.46222304 0.58749594 0.37679909] [ 0.56183861 0.47222772 0.49748206 0.64313885 0.49083136] [ 0.79935992 0.3490824 0.57491356 0.32518895 0.43030827] [ 0.4514097 0.50370879 0.58311963 0.71748852 0.50528415] [ 0.34526527 0.68071613 0.37915445 0.68120322 0.42916468] [ 0.23148122 0.55088631 0.52052922 0.7833101 0.36001679] [ 0.33773059 0.32132499 0.50396474 0.67328358 0.4313597 ] [ 0.47094958 0.47328796 0.5482515 0.54669819 0.43295283] [ 0.73433784 0.4668244 0.44456236 0.29790585 0.41665485] [ 0.41118624 0.49948623 0.62412583 0.64314636 0.52192501] [ 0.87172123 0.4255979 0.57321007 0.13101328 0.42339692] [ 0.89031633 0.27507802 0.67729547 0.181608 0.38284379] [ 0.703875 0.56097329 0.40492154 0.406073 0.3552691 ] [ 0.61823647 0.42941096 0.46167442 0.33859666 0.39216554] [ 0.74385779 0.26180547 0.52405357 0.20231981 0.38187068] [ 0.30263255 0.65812936 0.25234054 0.81152809 0.48705401] [ 0.68529468 0.62949026 0.42002589 0.47676882 0.51284664] [ 0.47123753 0.43272965 0.49299623 0.51905318 0.45891614] [ 0.50441066 0.56523257 0.55336731 0.58324004 0.40625111] [ 0.39740747 0.52171246 0.49408566 0.73300894 0.36550908] [ 0.60560135 0.46860203 0.64088842 0.63623843 0.45754239] [ 0.32876354 0.47875803 0.50325677 0.53896989 0.52745269] [ 0.58386129 0.31504512 0.579128 0.34332328 0.48249832] [ 0.56338194 0.42702344 0.60366019 0.78791301 0.39268711] [ 0.5291289 0.44251172 0.46939252 0.53504879 0.42975356] [ 0.5986045 0.54752267 0.46370616 0.45561422 0.35717158] [ 0.47916035 0.66507662 0.44389901 0.59518664 0.33817075] [ 0.40026011 0.56995874 0.58253672 0.57505249 0.63134056] [ 0.13944093 0.58499095 0.45885607 0.86036423 0.60761085] [ 0.71815106 0.48462191 0.444327 0.45280474 0.36977175] [ 0.37223176 0.53962047 0.49498084 0.55635181 0.47899001] [ 0.76538253 0.47596981 0.57122647 0.46830576 0.48935339] [ 0.62819744 0.4108903 0.4794075 0.30556881 0.41399395] [ 0.83989062 0.36221558 0.53697031 0.15878974 0.40167092] [ 0.51188969 0.45722488 0.52109462 0.52785974 0.44172105] [ 0.43829013 0.49120364 0.37577729 0.58046624 0.50349228] [ 0.46505802 0.42886683 0.34335351 0.46236345 0.36327642] [ 0.70614342 0.47003559 0.6209437 0.60144488 0.4015079 ] [ 0.12348776 0.61197221 0.42005708 0.80962377 0.61362793] [ 0.61708742 0.60011311 0.51846517 0.55837934 0.40823811] [ 0.57907355 0.45373409 0.5921129 0.6388905 0.33560916] [ 0.42422902 0.47984797 0.47094907 0.48125769 0.44990283] [ 0.7589962 0.54357154 0.47209732 0.37458135 0.4115473 ] [ 0.55557022 0.43833647 0.5444216 0.31644018 0.52678402] [ 0.56544446 0.46103763 0.41730071 0.52468702 0.36668857] [ 0.71519254 0.45976621 0.50116754 0.2272024 0.51157918] [ 0.68156243 0.32540137 0.58597169 0.39200516 0.45265802] [ 0.87138013 0.5563719 0.50695826 0.32413542 0.40524982] [ 0.58652553 0.33029148 0.54403749 0.47171964 0.34179394] [ 0.45293832 0.39747804 0.59454229 0.49071718 0.53575746] [ 0.87875957 0.39324932 0.58516751 0.09581548 0.32900229] [ 0.19840621 0.68093772 0.4200498 0.76492165 0.48740923] [ 0.62044521 0.56258178 0.5027264 0.4628913 0.47136049] [ 0.5777089 0.49929307 0.48358237 0.42879985 0.41439473] [ 0.70313996 0.3365592 0.52723057 0.31041674 0.49601753] [ 0.2135545 0.49002652 0.54218941 0.80245546 0.59755897] [ 0.75303922 0.4473993 0.49672054 0.29611313 0.49592633] [ 0.25291348 0.66192375 0.44759558 0.76992102 0.48268479] [ 0.47693324 0.38755064 0.61446113 0.41636673 0.54374707] [ 0.56892006 0.4898886 0.51166104 0.75309507 0.4040066 ] [ 0.33944534 0.42737142 0.47915608 0.8788306 0.58441055] [ 0.41140813 0.39710302 0.49246005 0.73839177 0.37549678] [ 0.54939268 0.45552134 0.36792555 0.57205185 0.42292962] [ 0.4325387 0.51056876 0.47122389 0.49975544 0.47780428] [ 0.38205157 0.58753357 0.54554466 0.61269184 0.56700733] [ 0.30513997 0.57974131 0.49398498 0.80065433 0.41579159] [ 0.53590933 0.41059513 0.49825324 0.69439199 0.34344308] [ 0.78853546 0.54674749 0.52086527 0.44233472 0.45205456] [ 0.30302497 0.58967705 0.38504143 0.76090409 0.41281194] [ 0.29232944 0.58781764 0.39238285 0.5935471 0.49344768] [ 0.74166911 0.39441949 0.65580036 0.33396602 0.35679011] [ 0.67789451 0.4299879 0.45370947 0.42761109 0.29767043] [ 0.20835566 0.70003489 0.40493115 0.79817931 0.56665351] [ 0.38028107 0.32703588 0.45455803 0.76637706 0.40867363] [ 0.48684184 0.56307931 0.4100737 0.69651788 0.55659433] [ 0.64137016 0.42593451 0.51320878 0.40253471 0.38317833] [ 0.75426146 0.36141333 0.49748937 0.33186842 0.43881776] [ 0.55894824 0.47656636 0.55770792 0.71258447 0.39254618] [ 0.31266948 0.57467942 0.45889013 0.76142979 0.41069502] [ 0.78901366 0.45589648 0.3732986 0.4837589 0.51539536] [ 0.26597498 0.64380857 0.50132652 0.73375079 0.49101073] [ 0.70495751 0.36641557 0.62464749 0.43393238 0.46175267] [ 0.72984584 0.51627304 0.35496406 0.33111797 0.33631484] [ 0.33652893 0.46574138 0.41540659 0.83333507 0.508704 ] [ 0.64557239 0.38147043 0.63762337 0.5522366 0.43926446] [ 0.58580062 0.45272291 0.3621382 0.65615798 0.47562729] [ 0.57577814 0.55130501 0.50249225 0.52112572 0.40307004] [ 0.63474776 0.40137181 0.58811394 0.35276641 0.45217001] Progress: 30.4% ... Training loss: 0.586 ... Validation loss: 1.005[ 0.6561257 0.50250757 0.44549919 0.34892003 0.41817098] [ 0.53462068 0.40783374 0.59313093 0.65400837 0.48241289] [ 0.7825764 0.49070289 0.56691692 0.23277007 0.45706636] [ 0.20929848 0.61738558 0.38319366 0.77597563 0.41424711] [ 0.78386368 0.38900851 0.55517902 0.28526151 0.44571049] [ 0.74871818 0.31655034 0.50460269 0.27616597 0.33933055] [ 0.63268239 0.47163589 0.61677716 0.64114586 0.45959801] [ 0.83699637 0.36353657 0.61648924 0.24867474 0.44750566] [ 0.56788525 0.45549189 0.49395897 0.63264007 0.30277301] [ 0.51245217 0.44336815 0.57193625 0.59976593 0.40906534] [ 0.25574944 0.6915381 0.46695196 0.64935187 0.54741949] [ 0.55234784 0.3907736 0.61720369 0.58488763 0.46614221] [ 0.64656672 0.59665124 0.37423171 0.38322164 0.45513236] [ 0.77686742 0.37532736 0.53987172 0.2322291 0.40109956] [ 0.54520775 0.64171931 0.37190845 0.44596348 0.3983692 ] [ 0.78855599 0.37617069 0.53929161 0.22884913 0.33482252] [ 0.22634928 0.72257142 0.42579101 0.8023565 0.44334111] [ 0.60312836 0.40124413 0.41262815 0.32376474 0.57954356] [ 0.69881222 0.46561845 0.50692088 0.53542078 0.49527574] [ 0.82410491 0.36512789 0.50900109 0.25072713 0.44367128] [ 0.60513159 0.37731879 0.50183967 0.36236309 0.5081152 ] [ 0.12161279 0.65509411 0.44200572 0.92252579 0.64927474] [ 0.28766047 0.63479177 0.52831632 0.61486157 0.38030891] [ 0.33451164 0.58624807 0.4243211 0.58083337 0.5623293 ] [ 0.62350039 0.32005671 0.65913733 0.56386626 0.36182715] [ 0.25392767 0.53289889 0.36123536 0.72019759 0.43878524] [ 0.77400962 0.52088795 0.49073872 0.53758297 0.37365906] [ 0.32070565 0.5723693 0.43234644 0.46428935 0.43688587] [ 0.69507253 0.37599664 0.65649348 0.34048666 0.44920526] [ 0.25654624 0.67397851 0.40625793 0.66013162 0.57535128] [ 0.59457002 0.5183663 0.50928707 0.46294352 0.48860031] [ 0.5339832 0.53396074 0.47009943 0.71683531 0.42695162] [ 0.63514761 0.56977186 0.51193195 0.56992326 0.38688576] [ 0.51251602 0.59019369 0.55899123 0.51309288 0.40898554] [ 0.71098629 0.38896345 0.50893521 0.25687687 0.4213636 ] [ 0.37254324 0.64617359 0.30667231 0.8056321 0.54712469] [ 0.37690371 0.51729748 0.50306789 0.71684991 0.53501807] [ 0.79758995 0.47579758 0.42903114 0.27637043 0.46137089] [ 0.5031863 0.52543952 0.50781882 0.7496045 0.36419971] [ 0.58710834 0.51217684 0.47835383 0.43406178 0.34712337] [ 0.55768057 0.4587413 0.58578795 0.65014663 0.42656926] [ 0.27995024 0.44901453 0.62418983 0.77382901 0.50638178] [ 0.48840165 0.70682765 0.30789142 0.60501202 0.37196198] [ 0.76659746 0.39845902 0.43065211 0.37205586 0.45737988] [ 0.54794841 0.36126336 0.57761106 0.65216357 0.45260383] [ 0.30382021 0.54654059 0.46311635 0.65744265 0.46074529] [ 0.22410534 0.58685293 0.49139566 0.86688412 0.49256877] [ 0.59690013 0.44903797 0.49826093 0.66263969 0.34017259] [ 0.66022226 0.39930967 0.65464173 0.42899482 0.45881453] [ 0.75928008 0.46099964 0.53595792 0.43256675 0.34973236] [ 0.73473698 0.4414245 0.49376619 0.27128172 0.44338105] [ 0.60043552 0.44895424 0.60451909 0.63912549 0.44592776] [ 0.76947222 0.41457633 0.58041543 0.16677782 0.49928078] [ 0.33758508 0.63347455 0.30847876 0.60003022 0.41632461] [ 0.29797953 0.57187927 0.49169648 0.82943409 0.40869233] [ 0.48761867 0.51099136 0.48722713 0.509278 0.55065314] [ 0.5687653 0.47259154 0.63082077 0.37891112 0.52360404] [ 0.73853848 0.37017223 0.53658546 0.16097772 0.46561821] [ 0.49450634 0.52838719 0.3949888 0.78876627 0.32287773] [ 0.78544565 0.39262284 0.5228545 0.23783728 0.42741184] [ 0.41711047 0.42789563 0.59248358 0.62139176 0.49037225] [ 0.9022111 0.38785561 0.49869721 0.14768119 0.38353451] [ 0.43541887 0.4173302 0.49738408 0.69818535 0.38439524] [ 0.60638659 0.47413954 0.53553309 0.63117721 0.3925695 ] [ 0.51740445 0.4570058 0.36941723 0.40823951 0.44975676] [ 0.72188577 0.4662133 0.43554946 0.40949879 0.38007945] [ 0.81299481 0.45809424 0.30727245 0.33676512 0.32697159] [ 0.68654816 0.31426196 0.53211187 0.41351093 0.43198421] [ 0.27131269 0.66060762 0.46649053 0.79324058 0.6143994 ] [ 0.48510553 0.56152817 0.5517001 0.56798756 0.48852627] [ 0.48313807 0.45294922 0.53796551 0.39149809 0.50416905] [ 0.53006683 0.61114137 0.38325899 0.48196195 0.43524719] [ 0.50472771 0.48071039 0.47819086 0.70190515 0.28281334] [ 0.64074271 0.50596951 0.40049091 0.37562819 0.39938973] [ 0.71995502 0.38559655 0.49514647 0.34352134 0.43857188] [ 0.55383141 0.41925469 0.59423361 0.64804558 0.46166412] [ 0.34903275 0.63198278 0.38521953 0.72559761 0.3996569 ] [ 0.65933088 0.38696977 0.59993716 0.29413672 0.57063937] [ 0.75650026 0.44324605 0.52663669 0.40308276 0.45245235] [ 0.73463022 0.53338664 0.6005156 0.41899322 0.429043 ] [ 0.12665549 0.60993334 0.35898886 0.86641665 0.48633405] [ 0.64003722 0.52013134 0.43922585 0.46282543 0.53008465] [ 0.66302031 0.39745844 0.58590311 0.4612471 0.38406503] [ 0.88514896 0.44492416 0.51834207 0.21930675 0.35816518] [ 0.34100197 0.53983739 0.63433953 0.67773477 0.52131627] [ 0.74531826 0.563411 0.63275296 0.53032965 0.37544979] [ 0.59419828 0.60101584 0.34501712 0.68887352 0.46700548] [ 0.69994075 0.53380433 0.3659232 0.32528533 0.44852428] [ 0.4141717 0.60181681 0.43283314 0.81529673 0.54862737] [ 0.69881222 0.46561845 0.50692088 0.53542078 0.49527574] [ 0.22194468 0.62853481 0.40742226 0.77683492 0.52275096] [ 0.89674061 0.30756062 0.58195598 0.15569193 0.41843961] [ 0.79349885 0.32988277 0.56777219 0.20736904 0.43758789] [ 0.50054613 0.65480825 0.38047577 0.65932684 0.49288041] [ 0.59121244 0.49881271 0.50737655 0.44173838 0.35755212] [ 0.70688974 0.49903574 0.6005573 0.42256057 0.42708296] [ 0.23677096 0.65396685 0.49349951 0.71354519 0.49948282] [ 0.29202108 0.63262473 0.40625166 0.6673969 0.47136157] [ 0.14592996 0.61117174 0.46086542 0.80665152 0.60925337] [ 0.40310696 0.6184338 0.55903307 0.55015886 0.52258868] [ 0.79591809 0.35353528 0.6343034 0.18631159 0.38524491] [ 0.26641913 0.62348052 0.41990474 0.83469972 0.43345811] [ 0.47655318 0.65102836 0.50098877 0.74992787 0.54169461] [ 0.3745128 0.58581823 0.46377894 0.72112971 0.61377498] [ 0.23106459 0.59832893 0.38848636 0.82931003 0.57304482] [ 0.59021704 0.44327411 0.55534042 0.49674161 0.38051821] [ 0.72067636 0.39958615 0.56542237 0.27041952 0.34428472] [ 0.48188955 0.64961839 0.34896237 0.74807173 0.53892204] [ 0.62597193 0.48483296 0.54131752 0.56187031 0.41529722] [ 0.64061336 0.46242672 0.43022084 0.39635595 0.40861626] [ 0.54104752 0.38366998 0.55336703 0.75749908 0.46869356] [ 0.22279137 0.54391373 0.29100212 0.93169236 0.42431438] [ 0.83937369 0.4197361 0.47503788 0.40900142 0.32693724] [ 0.54556892 0.59191964 0.49866661 0.5111552 0.38639614] [ 0.82012955 0.37372685 0.51164683 0.21815831 0.40252104] [ 0.45870338 0.47909054 0.63362334 0.68830806 0.39420132] [ 0.77859788 0.45337043 0.55910926 0.48231297 0.38832295] [ 0.60107414 0.38303474 0.38329152 0.48326649 0.41832219] [ 0.67633673 0.39286323 0.55364496 0.31178668 0.54025106] [ 0.53798151 0.50647564 0.56152941 0.61878748 0.51992595] [ 0.68952365 0.40590361 0.38238504 0.35582263 0.44999171] [ 0.6212333 0.41455066 0.58269517 0.58295831 0.47339399] [ 0.3055138 0.57972698 0.49399717 0.80042615 0.41577123] [ 0.22132017 0.68663813 0.38867496 0.80217169 0.41899487] [ 0.51647567 0.37560836 0.49035881 0.69059277 0.39428901] [ 0.26091256 0.66372306 0.54397435 0.75513462 0.48811391] [ 0.28441638 0.49510274 0.4795011 0.8237654 0.56587014] [ 0.75317035 0.5184683 0.45169734 0.38782015 0.35994755] Progress: 30.5% ... Training loss: 0.586 ... Validation loss: 1.009[ 0.8398321 0.39456719 0.55464483 0.20742089 0.29610588] [ 0.54132959 0.55747703 0.53162888 0.37775206 0.53720013] [ 0.87951573 0.3521722 0.60247816 0.11306249 0.44249773] [ 0.80159352 0.40250871 0.52353772 0.25595132 0.50855179] [ 0.70521934 0.5603739 0.40516002 0.40510003 0.35506805] [ 0.68502511 0.40833119 0.54156103 0.42466348 0.51265429] [ 0.91257194 0.43223665 0.49297265 0.19270905 0.3415194 ] [ 0.35569811 0.59624749 0.48950691 0.68317911 0.59060371] [ 0.33962922 0.58892802 0.46776543 0.71577478 0.45703981] [ 0.61549238 0.46736196 0.5227037 0.56275365 0.37935268] [ 0.18552443 0.6002693 0.49603593 0.89884624 0.53081337] [ 0.40119532 0.76649006 0.37376198 0.71912788 0.43751533] [ 0.82469627 0.38091507 0.58773928 0.24545444 0.34268551] [ 0.5870801 0.40410347 0.4317246 0.47681907 0.39370493] [ 0.06131167 0.62176892 0.51137031 0.8662892 0.57174903] [ 0.69565834 0.43385895 0.52110116 0.38858953 0.45471346] [ 0.81223881 0.38309693 0.47254063 0.37721007 0.42269348] [ 0.70654484 0.42458873 0.38445994 0.46774328 0.43098099] [ 0.57395707 0.40921066 0.50430372 0.33418819 0.5021495 ] [ 0.56021889 0.5742893 0.41149767 0.52895515 0.36754551] [ 0.2389468 0.55637781 0.43980896 0.69908276 0.55668175] [ 0.46908939 0.5745258 0.54179056 0.53113804 0.51180301] [ 0.46188804 0.44208221 0.6051189 0.77153245 0.47772224] [ 0.85828156 0.4002727 0.4416729 0.17483197 0.30658421] [ 0.62604952 0.40209262 0.57124018 0.48764836 0.50066299] [ 0.35164057 0.4481357 0.59806588 0.62666901 0.39317351] [ 0.23252596 0.73140358 0.29973301 0.7456807 0.51159847] [ 0.43181035 0.54839493 0.42160369 0.55622629 0.44079433] [ 0.23908259 0.63233384 0.38613102 0.60893811 0.51648918] [ 0.40028996 0.6517942 0.41076395 0.57242238 0.43363379] [ 0.33283163 0.59434826 0.47513631 0.80082378 0.48487405] [ 0.49826468 0.5833757 0.34273969 0.51406673 0.3872167 ] [ 0.67090312 0.40992827 0.41109326 0.37319487 0.35642324] [ 0.7552628 0.41729896 0.62492652 0.23438628 0.39988624] [ 0.15104521 0.57626006 0.43555255 0.89851833 0.55872313] [ 0.62437158 0.33767923 0.54167004 0.63167954 0.42038937] [ 0.20018589 0.70085506 0.39695984 0.81150398 0.45345938] [ 0.34877867 0.69300935 0.47117458 0.80506532 0.53653046] [ 0.68963168 0.39868423 0.60947659 0.61203219 0.38843939] [ 0.85479366 0.34289639 0.62876274 0.1693646 0.41747476] [ 0.58636309 0.55825421 0.46887009 0.53613247 0.44166585] [ 0.25986036 0.55762807 0.56410314 0.83297173 0.66878826] [ 0.53676721 0.45213167 0.31473579 0.67534983 0.45781592] [ 0.62095374 0.46466983 0.57161947 0.44627919 0.47814947] [ 0.37603034 0.58833509 0.44930156 0.77484301 0.61741193] [ 0.21835223 0.4518482 0.39708694 0.5068861 0.72815389] [ 0.53443618 0.54968849 0.47320275 0.59021323 0.36996751] [ 0.71492773 0.53889353 0.47340988 0.45235863 0.31270717] [ 0.52276327 0.30381 0.41573465 0.50933185 0.41376634] [ 0.5333958 0.4374042 0.48416297 0.43842308 0.44344262] [ 0.39389924 0.6058407 0.43637104 0.72863251 0.55213361] [ 0.8574358 0.57997965 0.49172463 0.34066847 0.33953886] [ 0.79059602 0.2700101 0.53464327 0.27316353 0.38368748] [ 0.72241704 0.44638097 0.52839113 0.54453404 0.39306193] [ 0.46505766 0.46243604 0.53302717 0.43755243 0.50404935] [ 0.79060544 0.52065096 0.43137423 0.36537059 0.39577656] [ 0.85399272 0.29988577 0.4747348 0.15695844 0.32209873] [ 0.32719989 0.55559246 0.45338468 0.58442245 0.54902743] [ 0.77018575 0.41065835 0.4312035 0.38640714 0.31264688] [ 0.71733464 0.55041494 0.39522019 0.65866332 0.39134554] [ 0.70693714 0.39082853 0.51742786 0.20024961 0.41473225] [ 0.60168698 0.44843523 0.60472624 0.63847716 0.44573667] [ 0.1883424 0.56299425 0.48653985 0.84042833 0.59621659] [ 0.57851958 0.55210592 0.58316802 0.53039903 0.41321541] [ 0.69501581 0.40561907 0.45017566 0.66034706 0.42446153] [ 0.44782221 0.56864476 0.4216587 0.52733197 0.44838185] [ 0.15655964 0.60335649 0.40817586 0.83305081 0.55501911] [ 0.4051706 0.55936336 0.50612152 0.71945314 0.48831208] [ 0.73501451 0.55784265 0.60148222 0.31416016 0.4825898 ] [ 0.75080457 0.4178254 0.54798331 0.37414252 0.42041086] [ 0.13443834 0.61434756 0.45075179 0.8671454 0.6131829 ] [ 0.39927607 0.42818727 0.51242358 0.6773461 0.39246982] [ 0.12340013 0.65386867 0.46967223 0.76595381 0.55762031] [ 0.78633412 0.49274753 0.52186873 0.28409471 0.40029672] [ 0.53698283 0.5272901 0.39470428 0.46154824 0.39898873] [ 0.32480028 0.52484058 0.37079297 0.46269628 0.55195831] [ 0.89556216 0.3723404 0.55244683 0.22754703 0.34303022] [ 0.59752705 0.47635226 0.54144184 0.59440388 0.41901408] [ 0.21540637 0.55390429 0.51314507 0.79865101 0.62589598] [ 0.80651771 0.38908894 0.50910043 0.26539548 0.37019177] [ 0.62478891 0.3465146 0.64250903 0.56841063 0.32734238] [ 0.71976442 0.37275709 0.57077771 0.28691323 0.38616655] [ 0.29836759 0.56045901 0.48453973 0.81151672 0.40290819] [ 0.60785414 0.55555363 0.44401992 0.41077553 0.5012054 ] [ 0.87230102 0.36061233 0.70490136 0.20343527 0.41964642] [ 0.66081263 0.4709484 0.50545156 0.60223516 0.42692174] [ 0.51989181 0.47646008 0.55509246 0.41470525 0.48650403] [ 0.43115376 0.58853165 0.53139336 0.79894426 0.45531446] [ 0.2654195 0.59554732 0.48909926 0.5823368 0.53607701] [ 0.24790978 0.42286851 0.5195337 0.74852597 0.46176673] [ 0.24342447 0.51485271 0.45239175 0.77707234 0.66098938] [ 0.84369239 0.43000526 0.6263956 0.1997603 0.46666409] [ 0.45486814 0.6147967 0.39118725 0.65066437 0.40179431] [ 0.75184521 0.46545062 0.42522384 0.31771444 0.33885525] [ 0.67068385 0.26857069 0.60566375 0.56515416 0.44665352] [ 0.21305707 0.71055093 0.24677051 0.85443904 0.44560942] [ 0.32146145 0.63817816 0.41849174 0.75943558 0.48888844] [ 0.25464171 0.52511022 0.43492075 0.88127691 0.61083986] [ 0.45517761 0.34210477 0.56999862 0.67209952 0.41272427] [ 0.36870596 0.64618208 0.29892892 0.6584559 0.40642973] [ 0.76122514 0.45518615 0.45492897 0.41905116 0.45232761] [ 0.61159432 0.44993939 0.41330493 0.20286116 0.41047114] [ 0.77296475 0.4602563 0.57947191 0.31526691 0.46216224] [ 0.6113161 0.33001856 0.45238824 0.36630957 0.47210997] [ 0.28880314 0.69874748 0.39396521 0.71367832 0.39410267] [ 0.20262373 0.57259568 0.45922585 0.90576612 0.54557324] [ 0.40673704 0.5594526 0.34594254 0.55308179 0.40737887] [ 0.35323907 0.40849499 0.5624002 0.65468649 0.46888496] [ 0.682635 0.45388887 0.58424882 0.43636665 0.50232621] [ 0.4379361 0.61680818 0.41206987 0.53438867 0.375207 ] [ 0.26418911 0.59150541 0.45843103 0.84682227 0.4421907 ] [ 0.6066694 0.54932834 0.45561777 0.61365463 0.31137805] [ 0.37376471 0.56713113 0.43708146 0.73008172 0.36796454] [ 0.73337898 0.43367107 0.41399685 0.33134953 0.42058491] [ 0.80270999 0.42679206 0.39546501 0.24601968 0.3402691 ] [ 0.2998714 0.57625152 0.54879314 0.76412325 0.54317754] [ 0.75525969 0.37472944 0.60870832 0.34272879 0.41973535] [ 0.36913362 0.53976705 0.46314892 0.83002536 0.3851051 ] [ 0.79067104 0.42015109 0.60835929 0.23641796 0.45504994] [ 0.56164201 0.44305095 0.50000575 0.46625105 0.4461751 ] [ 0.35725627 0.59254916 0.51402946 0.62323365 0.47796957] [ 0.41611629 0.482444 0.45582573 0.65291447 0.41365977] [ 0.65510418 0.54821649 0.50671185 0.33674589 0.45911976] [ 0.38705915 0.6706502 0.54787598 0.61902068 0.58491573] [ 0.64450188 0.40099405 0.47201639 0.44181802 0.47674899] [ 0.77807254 0.53227168 0.57721676 0.37798808 0.41088287] [ 0.69673325 0.5517472 0.48082305 0.46391615 0.37096743] [ 0.37742364 0.44021999 0.66246656 0.80699672 0.47342955] Progress: 30.6% ... Training loss: 0.586 ... Validation loss: 1.007[ 0.86370361 0.35791849 0.5694725 0.20943464 0.42004684] [ 0.53997223 0.47386087 0.53514345 0.7505906 0.40295815] [ 0.7040311 0.41700704 0.53140116 0.48091494 0.36854888] [ 0.42881761 0.62569601 0.43054031 0.53239741 0.51754913] [ 0.64266945 0.45695027 0.31522246 0.47075848 0.34550927] [ 0.35883757 0.45409878 0.44880511 0.67037133 0.41832192] [ 0.89010606 0.42985892 0.54523358 0.17359731 0.36067198] [ 0.70331065 0.46885799 0.47114095 0.36946498 0.41815485] [ 0.54352697 0.61894112 0.41718904 0.62825702 0.40578944] [ 0.59947129 0.29505069 0.55964485 0.71888124 0.41933483] [ 0.66399555 0.35959254 0.52298023 0.29950227 0.33360428] [ 0.20573987 0.60499258 0.44867111 0.75150582 0.45538746] [ 0.51766877 0.51058425 0.36337574 0.6422677 0.35896623] [ 0.8838391 0.36603887 0.47970763 0.30881323 0.40132255] [ 0.35795267 0.60529749 0.36861812 0.76856722 0.32775213] [ 0.36492 0.47078671 0.54405355 0.69535137 0.39373738] [ 0.47214809 0.51669717 0.55456906 0.42761868 0.61305048] [ 0.1681215 0.56175084 0.50542102 0.78990451 0.68152963] [ 0.56431373 0.37917928 0.58016697 0.27368627 0.53997814] [ 0.49748682 0.43622794 0.47972513 0.64287312 0.39523526] [ 0.75864272 0.46167161 0.53565626 0.43314788 0.34994068] [ 0.27745399 0.6347595 0.42090246 0.81897502 0.57440707] [ 0.56282325 0.4407949 0.48973375 0.69540788 0.33874856] [ 0.49239164 0.3883672 0.58651749 0.71971491 0.47645611] [ 0.60871624 0.36141717 0.61986828 0.53293128 0.34894069] [ 0.73111858 0.32482286 0.38434509 0.26854382 0.32279957] [ 0.73343546 0.45701864 0.45818981 0.44995032 0.47983564] [ 0.17709345 0.65858956 0.39619589 0.69305308 0.53630457] [ 0.76658741 0.47343032 0.477234 0.30079947 0.4409897 ] [ 0.18266315 0.67775694 0.43818825 0.76422615 0.49614816] [ 0.46468491 0.53178645 0.44642947 0.73766741 0.40013127] [ 0.57327845 0.48731031 0.6271059 0.36778056 0.41663093] [ 0.64889378 0.44212548 0.57281447 0.68531547 0.42748992] [ 0.7110838 0.55959086 0.57346753 0.49384431 0.40313642] [ 0.5061134 0.43735799 0.32539917 0.58563516 0.46699012] [ 0.17289123 0.55430001 0.53320523 0.88563444 0.53576562] [ 0.68328849 0.67622419 0.3980917 0.46298957 0.48416616] [ 0.65441661 0.42920394 0.53243914 0.2632928 0.47364465] [ 0.47807909 0.52378252 0.37042459 0.48986199 0.49047355] [ 0.25000474 0.62295653 0.52349469 0.91436986 0.55215165] [ 0.51308813 0.55357659 0.41227636 0.51313337 0.4099341 ] [ 0.48611866 0.56848188 0.37743924 0.54675493 0.47100437] [ 0.67621747 0.28436519 0.57394415 0.51250536 0.44880421] [ 0.69628301 0.44878254 0.51388129 0.48613787 0.38524802] [ 0.74026036 0.44591274 0.49454801 0.48650714 0.37805538] [ 0.16363855 0.61170819 0.53528951 0.83246089 0.4089113 ] [ 0.42187864 0.54189496 0.54907953 0.58300811 0.33638803] [ 0.78896399 0.36148438 0.45143461 0.2851076 0.39324503] [ 0.27330114 0.51394114 0.42507469 0.68243172 0.42577279] [ 0.75838798 0.34018421 0.36725981 0.39669401 0.40263393] [ 0.13117461 0.66507845 0.50723301 0.93371304 0.52897165] [ 0.88378441 0.25271313 0.6281459 0.29344593 0.36813482] [ 0.63504674 0.43989478 0.45763588 0.42123472 0.31783153] [ 0.63586511 0.44153935 0.56579462 0.37909423 0.56011739] [ 0.79323448 0.47153968 0.49322301 0.37496613 0.37231531] [ 0.33104673 0.46351093 0.62979933 0.67850902 0.4045989 ] [ 0.6038747 0.45593265 0.45361536 0.46014252 0.34196385] [ 0.79321534 0.33023634 0.56759981 0.20753873 0.43771301] [ 0.67438933 0.52149557 0.5004642 0.2863447 0.3584072 ] [ 0.18472255 0.51675942 0.55841627 0.84454118 0.66846876] [ 0.09753928 0.5947986 0.45428367 0.86783876 0.54759689] [ 0.17511129 0.58434449 0.46424707 0.81754738 0.61242288] [ 0.36165857 0.52311599 0.34582908 0.62446061 0.54255698] [ 0.71734659 0.46829132 0.62952611 0.31245499 0.49005443] [ 0.52311137 0.30384379 0.41571129 0.50926226 0.41375966] [ 0.79758304 0.45863924 0.40800356 0.27776512 0.35406528] [ 0.38854522 0.69616896 0.39771247 0.75660808 0.53298287] [ 0.63845997 0.36649568 0.45126248 0.34235223 0.41295158] [ 0.50083622 0.51000785 0.50646358 0.58244393 0.4060852 ] [ 0.12695506 0.6719593 0.4632609 0.84951376 0.620743 ] [ 0.44689534 0.46581815 0.52167042 0.64499427 0.37515037] [ 0.44585168 0.52933941 0.36447606 0.76533302 0.30703802] [ 0.74818854 0.34529846 0.51503715 0.23582843 0.43523272] [ 0.31552533 0.52923744 0.53422175 0.52324902 0.55875065] [ 0.27496903 0.4232768 0.51116763 0.78215113 0.708107 ] [ 0.75301604 0.445924 0.49659532 0.36986239 0.35717976] [ 0.65775097 0.33712836 0.57019939 0.62674934 0.4586527 ] [ 0.47889189 0.41857023 0.43791292 0.39069597 0.5600518 ] [ 0.45688279 0.50176832 0.46088871 0.46968221 0.48167349] [ 0.69018366 0.49430209 0.41610832 0.18495091 0.3351627 ] [ 0.791378 0.26907489 0.53055913 0.3265965 0.33802462] [ 0.25480479 0.53438944 0.53716176 0.78432705 0.35754503] [ 0.19248902 0.62733728 0.32724183 0.82293631 0.53487584] [ 0.54537089 0.40481148 0.39280653 0.47961922 0.40254631] [ 0.17778148 0.58475101 0.44200466 0.89586626 0.5813712 ] [ 0.17210008 0.59474238 0.4936368 0.84553029 0.4851352 ] [ 0.73936888 0.45205082 0.53421899 0.31910883 0.37888869] [ 0.37124118 0.47443808 0.41542072 0.6337403 0.34809959] [ 0.65198488 0.45152845 0.49387545 0.48299875 0.30948237] [ 0.43236811 0.5631067 0.43643457 0.5553701 0.48838867] [ 0.29339129 0.67195573 0.44166497 0.75332611 0.64907856] [ 0.68982678 0.53421035 0.54649772 0.46574984 0.4295701 ] [ 0.28345804 0.74298755 0.33106727 0.71890926 0.52737354] [ 0.28959994 0.63728751 0.48712114 0.77585148 0.64074724] [ 0.47289544 0.40022713 0.49829262 0.74043669 0.49621469] [ 0.75749767 0.42866206 0.58709914 0.44727661 0.31530195] [ 0.53714909 0.64635069 0.38202382 0.61725138 0.39492304] [ 0.40401844 0.54426876 0.5311697 0.75540982 0.48945764] [ 0.0841593 0.62657715 0.39013429 0.92860157 0.6066711 ] [ 0.5844026 0.40278886 0.57235311 0.26585018 0.58924674] [ 0.61116553 0.46164265 0.41239495 0.71591971 0.42085592] [ 0.12137536 0.55008417 0.56829463 0.67820216 0.55170233] [ 0.20060317 0.61125721 0.31672599 0.7507248 0.45547391] [ 0.27745399 0.6347595 0.42090246 0.81897502 0.57440707] [ 0.79180668 0.4076255 0.55899937 0.3445587 0.47520086] [ 0.87395434 0.3579904 0.67276151 0.23740246 0.40108308] [ 0.64545897 0.61332483 0.41414562 0.69951853 0.463228 ] [ 0.21321846 0.4761448 0.55475781 0.81018486 0.52996152] [ 0.68078152 0.43924887 0.57247795 0.4197565 0.48478778] [ 0.20280132 0.69988253 0.37669774 0.8283481 0.46282014] [ 0.89271516 0.37185398 0.60960479 0.15132096 0.46048339] [ 0.78631462 0.35774064 0.59019957 0.21379475 0.40881087] [ 0.48782389 0.63777848 0.5142385 0.66934874 0.39786026] [ 0.85105093 0.35069601 0.59108214 0.17445121 0.4526753 ] [ 0.25976454 0.56742015 0.38411084 0.77773904 0.59301191] [ 0.58673039 0.48891655 0.45707788 0.39256133 0.47554221] [ 0.52518303 0.39260969 0.56833632 0.23726086 0.55371782] [ 0.28575073 0.48944327 0.53399578 0.74468688 0.39325866] [ 0.58148541 0.60259816 0.42883861 0.59670535 0.42984036] [ 0.66158589 0.42436041 0.48029489 0.78151263 0.4150729 ] [ 0.89260182 0.33607296 0.57155227 0.20152283 0.40921786] [ 0.63793305 0.37964533 0.30427937 0.371488 0.41522778] [ 0.23561769 0.66146475 0.47032278 0.78749093 0.56103093] [ 0.35084448 0.69245096 0.51598608 0.68256327 0.49726432] [ 0.61069218 0.36015369 0.5834432 0.7212743 0.42632616] [ 0.50871527 0.52085307 0.52170438 0.42447402 0.56381006] [ 0.25881587 0.73403944 0.2367761 0.84888728 0.44080466] [ 0.26104983 0.52053562 0.50847796 0.79394019 0.5173545 ] Progress: 30.6% ... Training loss: 0.585 ... Validation loss: 1.007[ 0.27325154 0.51652566 0.30296373 0.89182842 0.54467449] [ 0.37693457 0.69414817 0.52153871 0.64396098 0.6330897 ] [ 0.28012916 0.58704127 0.58404569 0.77025797 0.62822873] [ 0.40304079 0.46707589 0.58222771 0.6164029 0.58182568] [ 0.48326875 0.62440446 0.30822781 0.59035925 0.4123785 ] [ 0.29520054 0.54226704 0.54618624 0.80482453 0.52494933] [ 0.61959814 0.45757771 0.54167113 0.59629909 0.34358953] [ 0.85695591 0.46160428 0.44436193 0.33173056 0.35203905] [ 0.15725676 0.63126458 0.43785008 0.83088547 0.41669871] [ 0.27261735 0.5483453 0.48510886 0.85944042 0.52667589] [ 0.82334923 0.54535921 0.40654786 0.40235904 0.26676933] [ 0.49625598 0.47078599 0.52860936 0.49696834 0.49606157] [ 0.70248962 0.43574361 0.50937155 0.27614173 0.47735282] [ 0.64424431 0.63557999 0.54763225 0.55107374 0.39094884] [ 0.72785315 0.43421167 0.34028217 0.29349773 0.33554035] [ 0.80215763 0.42333602 0.5973916 0.19180227 0.46866349] [ 0.67380417 0.501633 0.4706615 0.50761485 0.38084143] [ 0.30348361 0.47861134 0.43719178 0.70169667 0.58684661] [ 0.72867961 0.37067129 0.56105232 0.19184845 0.46605708] [ 0.5351765 0.55034262 0.40682774 0.50585849 0.46017321] [ 0.52993539 0.64693144 0.50865946 0.44232109 0.5435631 ] [ 0.59078437 0.48651644 0.50175852 0.67215076 0.27144496] [ 0.34110226 0.63742778 0.38888602 0.80114283 0.42028675] [ 0.47846654 0.50214542 0.44088543 0.54980267 0.49416779] [ 0.51717263 0.52012568 0.52905547 0.58310091 0.52714794] [ 0.78125019 0.49173579 0.56646808 0.23347018 0.45743641] [ 0.24288147 0.53992607 0.46017171 0.82270096 0.42730685] [ 0.41727227 0.59031071 0.46103872 0.55788213 0.53549609] [ 0.76569864 0.4423341 0.54778944 0.22497316 0.46885322] [ 0.69049693 0.38379097 0.52291433 0.34510993 0.40151283] [ 0.68392207 0.57713119 0.5561493 0.48944305 0.47509279] [ 0.78516909 0.28669649 0.54636499 0.23517618 0.52813974] [ 0.69068991 0.34339389 0.72216555 0.2275796 0.55226167] [ 0.22150389 0.66074672 0.26324954 0.8061398 0.49164521] [ 0.3845537 0.5812073 0.31294931 0.61149329 0.36009138] [ 0.87309389 0.35662692 0.61476307 0.15065748 0.40408395] [ 0.55612271 0.63322562 0.52796941 0.62417375 0.37958231] [ 0.12958982 0.63121853 0.32644534 0.90587203 0.55745654] [ 0.40689037 0.6461337 0.33960633 0.70850139 0.36493636] [ 0.17347778 0.67350411 0.53258845 0.757057 0.62979439] [ 0.43138104 0.48329891 0.59507298 0.82799006 0.43988742] [ 0.36975861 0.56035319 0.38721792 0.81155834 0.59125599] [ 0.86335021 0.36558001 0.41260145 0.35017267 0.33625305] [ 0.46711184 0.49128058 0.51745536 0.58145564 0.50579253] [ 0.79143544 0.40696281 0.46225144 0.31361815 0.35264451] [ 0.65660687 0.49250741 0.56183297 0.24243464 0.43984133] [ 0.61200418 0.42095922 0.6385451 0.56204718 0.47326832] [ 0.77775957 0.36420071 0.61173988 0.30900318 0.42983429] [ 0.38807992 0.41457118 0.49738981 0.60265316 0.52122714] [ 0.44443616 0.68936019 0.31288607 0.78881335 0.31405276] [ 0.49080655 0.55510637 0.40500023 0.68074835 0.35665968] [ 0.23863083 0.6875652 0.47915205 0.73376973 0.56624637] [ 0.23439111 0.41720221 0.4176485 0.67150234 0.66283771] [ 0.37300875 0.46134161 0.50526972 0.64578483 0.44740656] [ 0.76193218 0.43391187 0.47197271 0.44231421 0.4642591 ] [ 0.67446419 0.55148423 0.42336984 0.35750662 0.31458779] [ 0.7769911 0.46362316 0.55608769 0.30791368 0.48244956] [ 0.86587464 0.43259079 0.59118591 0.20973813 0.39511238] [ 0.74182322 0.44223121 0.4530384 0.30805105 0.30409616] [ 0.32989039 0.524972 0.46702848 0.88238947 0.50550227] [ 0.22920905 0.64185302 0.42912103 0.80266623 0.472509 ] [ 0.78371872 0.35414839 0.52584302 0.19674323 0.44169911] [ 0.74493405 0.57302937 0.42072454 0.46766159 0.38885898] [ 0.80375554 0.4068271 0.5102566 0.24428039 0.39928925] [ 0.29233944 0.71767536 0.52807519 0.77932387 0.50048862] [ 0.49200639 0.72204869 0.38965094 0.67690097 0.41582704] [ 0.86318672 0.37441742 0.51751109 0.12366924 0.37640174] [ 0.18782209 0.6411238 0.31361935 0.79455376 0.52249381] [ 0.85136956 0.33080261 0.46111692 0.17574615 0.27645545] [ 0.52907457 0.33518941 0.53914875 0.54963849 0.45818489] [ 0.64135037 0.47380652 0.6817628 0.37239643 0.40978527] [ 0.29746251 0.52475206 0.36337328 0.62475835 0.48347794] [ 0.29247826 0.5478619 0.43912268 0.79476992 0.3816978 ] [ 0.58077284 0.60828152 0.52051497 0.63127027 0.35074474] [ 0.84475739 0.44763324 0.60520397 0.20400777 0.44038048] [ 0.37452432 0.45682676 0.5720374 0.6253977 0.59869301] [ 0.58895607 0.54313336 0.53062824 0.48832673 0.32687829] [ 0.67195401 0.42338541 0.49939319 0.29522838 0.4201073 ] [ 0.62216777 0.47446103 0.41391014 0.39028206 0.40963748] [ 0.61624864 0.46594351 0.54087883 0.32250458 0.44615985] [ 0.31733592 0.61935236 0.36958872 0.91087932 0.46161631] [ 0.20482031 0.5291158 0.54474505 0.60296586 0.5583041 ] [ 0.55682189 0.48743951 0.5426417 0.71273041 0.41073926] [ 0.36556041 0.53267861 0.40650032 0.61230625 0.56448897] [ 0.22171162 0.64256087 0.47169796 0.73550586 0.52225669] [ 0.27089879 0.48092217 0.49169587 0.72357115 0.53153996] [ 0.22372921 0.58412648 0.48294632 0.82286786 0.49372895] [ 0.57936972 0.31597727 0.45825138 0.31485515 0.44953689] [ 0.4670699 0.60812118 0.44867169 0.61675334 0.50816713] [ 0.62335549 0.39666242 0.59029373 0.53589271 0.28068497] [ 0.80142989 0.54330893 0.52317151 0.4677145 0.45014098] [ 0.63711386 0.56350393 0.60421297 0.45988905 0.47387918] [ 0.31308966 0.5895523 0.46422423 0.69435058 0.54686779] [ 0.68980974 0.53558142 0.4840823 0.38632614 0.55751845] [ 0.7072242 0.51381769 0.59626933 0.22679734 0.43344537] [ 0.41306443 0.40682059 0.50800378 0.66577951 0.38854614] [ 0.85497519 0.34859166 0.55365802 0.10793975 0.42039667] [ 0.43173627 0.52610702 0.38087901 0.36248996 0.49316079] [ 0.54962199 0.44863917 0.51549169 0.74066561 0.51398261] [ 0.65566931 0.34302402 0.58931965 0.31711087 0.40233508] [ 0.37776078 0.55367851 0.35799824 0.48354891 0.49065588] [ 0.22707297 0.72590627 0.40705822 0.84367263 0.42299162] [ 0.88518024 0.32586409 0.47066013 0.29344854 0.33396281] [ 0.28901838 0.53985905 0.53427588 0.74321312 0.35559215] [ 0.20553394 0.50123346 0.56330585 0.86699671 0.62003449] [ 0.13207989 0.49428174 0.61102976 0.88156855 0.69662071] [ 0.22865294 0.68576909 0.43676588 0.78086791 0.38953858] [ 0.75161584 0.4754389 0.56737375 0.49126976 0.41488747] [ 0.75282348 0.44795034 0.5422561 0.2331099 0.38043557] [ 0.51427851 0.5166695 0.46193175 0.78991943 0.35469788] [ 0.68825153 0.3961994 0.66215792 0.38692579 0.52053157] [ 0.6631473 0.56454021 0.47451275 0.54088349 0.33226716] [ 0.50145599 0.53919591 0.48788377 0.57448978 0.63184079] [ 0.78427908 0.45990677 0.55036478 0.32361433 0.37465118] [ 0.21696531 0.67113009 0.39850437 0.6203137 0.59338786] [ 0.83353182 0.52287197 0.61653792 0.31249231 0.42643491] [ 0.42709708 0.55201125 0.40045878 0.58756084 0.61549473] [ 0.38167862 0.50508041 0.43919539 0.49555101 0.46614905] [ 0.48943878 0.53458756 0.51549765 0.52255746 0.41862472] [ 0.31744708 0.56806031 0.46170173 0.66619907 0.53303544] [ 0.77541701 0.36094294 0.60027311 0.21551014 0.33012848] [ 0.50442842 0.5665335 0.44366251 0.39162986 0.44344607] [ 0.53481822 0.41267209 0.53800829 0.68641592 0.42476381] [ 0.85697825 0.46824113 0.50588418 0.26111665 0.33540429] [ 0.48630123 0.58989599 0.51185553 0.49494859 0.49881398] [ 0.49499624 0.54031517 0.52932794 0.67181213 0.50487104] [ 0.74285769 0.4444012 0.52521079 0.34595813 0.46350231] [ 0.47866725 0.56749208 0.45863363 0.47002082 0.34133626] Progress: 30.6% ... Training loss: 0.585 ... Validation loss: 1.003[ 0.69735555 0.47801433 0.56614969 0.3309637 0.53592517] [ 0.90171871 0.38869361 0.49829442 0.1480638 0.3838365 ] [ 0.08549295 0.5447361 0.51035854 0.91515894 0.58976724] [ 0.31911019 0.42450076 0.49316778 0.72130438 0.42418943] [ 0.50914894 0.42603482 0.47206364 0.54626342 0.48810687] [ 0.53637119 0.52774765 0.39451343 0.46195507 0.39915876] [ 0.82736939 0.4748953 0.41882678 0.42352671 0.30203619] [ 0.30333576 0.65335075 0.50163628 0.57671485 0.38838052] [ 0.65455629 0.47985345 0.49492267 0.46959632 0.45775714] [ 0.76060386 0.41439996 0.60077207 0.31252401 0.42757076] [ 0.55548473 0.38966845 0.62116532 0.3999235 0.49353166] [ 0.49616618 0.52690101 0.57630627 0.68323936 0.44695392] [ 0.10007843 0.66345858 0.41064964 0.83261167 0.50205236] [ 0.47768473 0.48623525 0.39800837 0.44950135 0.50754643] [ 0.58978989 0.57730271 0.53713235 0.4967523 0.3758485 ] [ 0.55897056 0.41858968 0.59007462 0.29598281 0.4512494 ] [ 0.71925831 0.46677019 0.5960746 0.46831608 0.40958672] [ 0.64619135 0.5609067 0.54058915 0.49649418 0.37969052] [ 0.46811399 0.62960389 0.47776208 0.74525319 0.32117749] [ 0.17534378 0.58586277 0.41536229 0.75183543 0.59642353] [ 0.57804169 0.57286581 0.53365608 0.55966055 0.45319386] [ 0.60084226 0.47361596 0.4145987 0.59967497 0.45696589] [ 0.2535335 0.49146018 0.53055112 0.76256392 0.52333561] [ 0.30240482 0.51505152 0.54019197 0.75663973 0.46188485] [ 0.40992535 0.44351242 0.3798979 0.53449851 0.48993957] [ 0.30899332 0.51912959 0.55674602 0.53937467 0.66238284] [ 0.3168735 0.56102324 0.51445426 0.83584574 0.42705509] [ 0.69030474 0.35237331 0.51514342 0.29398239 0.46525769] [ 0.21445137 0.54159358 0.41281257 0.86752106 0.52171301] [ 0.27343359 0.68245143 0.46319092 0.731451 0.59117954] [ 0.84012246 0.4810706 0.46087225 0.47083494 0.360048 ] [ 0.23298366 0.55839742 0.58644164 0.81719549 0.66544437] [ 0.39796755 0.56545808 0.4029266 0.78630322 0.36585227] [ 0.27662799 0.54292178 0.53648999 0.87738686 0.54546189] [ 0.63721511 0.52541321 0.46399782 0.47282259 0.42895633] [ 0.44866135 0.51668519 0.48176081 0.68106269 0.39912695] [ 0.46792198 0.63333635 0.38927603 0.65787049 0.5600713 ] [ 0.82860196 0.35223232 0.49775363 0.31048932 0.37587005] [ 0.75127078 0.48458535 0.5785375 0.25978254 0.53097248] [ 0.66061287 0.39316878 0.40241407 0.50606873 0.53140814] [ 0.71386897 0.4174121 0.56407188 0.28766939 0.52323911] [ 0.25336288 0.61094637 0.5087554 0.85232644 0.46555231] [ 0.69991447 0.49683584 0.49163488 0.30389862 0.36587993] [ 0.69612817 0.3847516 0.54838572 0.37522663 0.41727042] [ 0.69059056 0.52197119 0.46764949 0.37346373 0.52152564] [ 0.54803354 0.59397211 0.47076115 0.63372024 0.52491532] [ 0.61997548 0.33655313 0.49937455 0.33563945 0.54978812] [ 0.59834058 0.36634693 0.62410974 0.44127789 0.46353714] [ 0.35028306 0.60158048 0.46964848 0.64341288 0.41211694] [ 0.13608559 0.68344641 0.42737236 0.92729979 0.49404779] [ 0.0904293 0.46997004 0.43391831 0.93954952 0.61984556] [ 0.71871278 0.47265712 0.34563137 0.22605281 0.27063407] [ 0.83824742 0.47025665 0.59418791 0.13964636 0.4576506 ] [ 0.50121388 0.52490207 0.61251031 0.46588785 0.55141917] [ 0.50209159 0.52753434 0.42173808 0.67022167 0.57421896] [ 0.69079309 0.34344405 0.72213925 0.22761337 0.55227724] [ 0.50556364 0.45360885 0.59813957 0.71084683 0.47180574] [ 0.85276204 0.37557804 0.56413228 0.15579484 0.43355943] [ 0.56542739 0.40410144 0.67255267 0.66263577 0.44945221] [ 0.28933643 0.63760605 0.48698759 0.77598784 0.64087673] [ 0.82110154 0.38545944 0.54258437 0.24676143 0.34758481] [ 0.61675121 0.47295749 0.46347605 0.51133328 0.52610685] [ 0.425146 0.55752291 0.49367316 0.63326236 0.54420975] [ 0.41473039 0.59022979 0.46374422 0.60770438 0.51262218] [ 0.26710389 0.58080933 0.46334711 0.84744232 0.45969292] [ 0.69754236 0.47866089 0.51061224 0.38750629 0.45126862] [ 0.66899206 0.42230936 0.59035092 0.62412613 0.30847336] [ 0.57622594 0.37965407 0.42373583 0.40451226 0.40149229] [ 0.66395627 0.55043178 0.59419339 0.48719806 0.43447352] [ 0.39297522 0.54897955 0.4393878 0.6937997 0.37025047] [ 0.73436984 0.36308286 0.53553329 0.37449229 0.33146831] [ 0.67512922 0.46600088 0.64769292 0.37109653 0.48881374] [ 0.51963189 0.49129495 0.43776481 0.37865711 0.4408699 ] [ 0.33460852 0.59055082 0.34090054 0.72266236 0.31303337] [ 0.10574446 0.64195676 0.37236182 0.87882456 0.47127935] [ 0.43116752 0.53156398 0.57540348 0.55199781 0.53254138] [ 0.29530922 0.60432922 0.35737842 0.82254321 0.39515056] [ 0.14794419 0.62368315 0.43626586 0.90883059 0.57301881] [ 0.39231314 0.54225581 0.41542011 0.78349848 0.46639727] [ 0.54536823 0.39863827 0.50982232 0.42141102 0.47637052] [ 0.47506521 0.50067185 0.51506065 0.78765391 0.39395454] [ 0.58873632 0.39416172 0.61435109 0.29240209 0.5659909 ] [ 0.41639883 0.57725326 0.44717101 0.5287608 0.39830212] [ 0.26311576 0.50854606 0.39086369 0.67874409 0.42133273] [ 0.31233802 0.51250911 0.59657186 0.76952544 0.47690765] [ 0.56333895 0.4425688 0.50020574 0.46540519 0.44600684] [ 0.63546645 0.57387713 0.3758739 0.68439212 0.37834466] [ 0.57574749 0.41860955 0.38564589 0.60747095 0.36816491] [ 0.89443744 0.36688243 0.60583634 0.28760585 0.31411357] [ 0.41397538 0.62890906 0.37127921 0.66421617 0.4184827 ] [ 0.36989651 0.54556068 0.504468 0.67259526 0.63305796] [ 0.4987222 0.60915021 0.53491477 0.43908267 0.45973053] [ 0.85638564 0.48493415 0.5016839 0.30176128 0.40758415] [ 0.66975208 0.42865144 0.44799192 0.40062993 0.50122308] [ 0.40809639 0.55097608 0.34460305 0.61421251 0.48489521] [ 0.22467106 0.56196827 0.50564894 0.77222673 0.40489691] [ 0.8372768 0.46719513 0.47376328 0.34632878 0.42245494] [ 0.72458943 0.52584101 0.25474612 0.39168443 0.30263995] [ 0.78057373 0.3291288 0.54898218 0.36122601 0.41403046] [ 0.7581585 0.41909248 0.55751921 0.28158996 0.32837014] [ 0.22521639 0.48553497 0.38354501 0.63869508 0.51029537] [ 0.8534468 0.39603665 0.39309767 0.27498171 0.45393295] [ 0.25886508 0.61381424 0.64108777 0.8065523 0.5919345 ] [ 0.50724824 0.72713141 0.33107901 0.82982184 0.35623812] [ 0.25631436 0.5727004 0.30587673 0.74103375 0.42668262] [ 0.34565444 0.57331032 0.42964607 0.45023294 0.52139506] [ 0.34816508 0.50449392 0.57309605 0.71182706 0.49835901] [ 0.43633134 0.61837474 0.49838474 0.76964865 0.48693995] [ 0.77123322 0.29890092 0.46584387 0.3257095 0.47017691] [ 0.60290948 0.61462994 0.4888987 0.57327707 0.35123582] [ 0.71536907 0.42121127 0.45617162 0.27745644 0.38824037] [ 0.42953173 0.6257246 0.43052982 0.53208226 0.51756433] [ 0.71373879 0.32215091 0.3956042 0.41048845 0.36657399] [ 0.69160646 0.46916745 0.5828628 0.43162721 0.41364514] [ 0.52427278 0.37615081 0.55580466 0.72599347 0.45090577] [ 0.7130845 0.33986365 0.65221024 0.2607516 0.44373856] [ 0.19633614 0.57880368 0.42568329 0.8630409 0.42956462] [ 0.5539471 0.58156485 0.39216435 0.47943579 0.48193388] [ 0.64150463 0.57008064 0.54116115 0.59913127 0.53193156] [ 0.16694926 0.6140727 0.44544753 0.85219562 0.41634778] [ 0.15672309 0.61631928 0.45100734 0.89061684 0.51399631] [ 0.4141132 0.49265504 0.47527189 0.80259083 0.45882426] [ 0.89328712 0.39280702 0.47286992 0.26483126 0.35391361] [ 0.60599747 0.57824785 0.42585149 0.38110853 0.41895007] [ 0.6220358 0.42111357 0.39558778 0.37399939 0.3237682 ] [ 0.34160801 0.62704355 0.33179537 0.73102542 0.40750501] [ 0.66020597 0.48674534 0.41661713 0.41725528 0.46277816] [ 0.45667336 0.48358318 0.57751286 0.5624824 0.48021331] Progress: 30.7% ... Training loss: 0.585 ... Validation loss: 1.004[ 0.81905139 0.45249504 0.42710781 0.21196747 0.34696738] [ 0.44278289 0.584462 0.60468932 0.56591348 0.62378205] [ 0.57709735 0.56066465 0.46337691 0.62159522 0.45881856] [ 0.2278257 0.77423339 0.33308158 0.86683345 0.38952098] [ 0.7330376 0.41939997 0.49578641 0.31637257 0.44493078] [ 0.47221601 0.50502774 0.44117787 0.60058647 0.60483134] [ 0.26606226 0.60598377 0.43834019 0.84307714 0.47256239] [ 0.24113762 0.66989621 0.36344664 0.68650733 0.41061865] [ 0.73578297 0.55877074 0.63065321 0.43252388 0.42784507] [ 0.50729133 0.39345079 0.52397106 0.64618808 0.46013746] [ 0.78491247 0.3671584 0.46530922 0.26624745 0.36376305] [ 0.22772067 0.70775252 0.5222814 0.68856899 0.68725506] [ 0.70935025 0.5469652 0.3716344 0.46284472 0.32080826] [ 0.19299619 0.68328943 0.48890397 0.76257151 0.47595959] [ 0.52885053 0.44539636 0.52477414 0.70149599 0.35828362] [ 0.18985842 0.59646947 0.4461802 0.91810169 0.60093535] [ 0.4151297 0.58251281 0.27255142 0.67226342 0.42985323] [ 0.91102777 0.24312167 0.61642966 0.09543652 0.39105894] [ 0.43771781 0.61791987 0.49859428 0.76914056 0.48675521] [ 0.37362664 0.49883237 0.24534462 0.77792078 0.34559889] [ 0.11777292 0.70825874 0.33965162 0.76300145 0.49856563] [ 0.53378521 0.50826656 0.50790213 0.38989603 0.48173418] [ 0.59050124 0.34427212 0.49492538 0.39911712 0.39767683] [ 0.52987154 0.53015216 0.43355006 0.44989816 0.34389937] [ 0.38502011 0.52669475 0.52940039 0.52816492 0.45118116] [ 0.46119029 0.53575731 0.52167105 0.4533167 0.56098718] [ 0.77954848 0.4530219 0.55924287 0.48151445 0.3882075 ] [ 0.35853018 0.62703734 0.36924564 0.72582433 0.41155041] [ 0.73546317 0.55853421 0.47842189 0.29074526 0.42863775] [ 0.58087698 0.43947117 0.57456628 0.35680906 0.48784259] [ 0.17639963 0.76205815 0.35265046 0.81562015 0.56048979] [ 0.64462858 0.4698053 0.39696286 0.5234525 0.38062101] [ 0.19953432 0.68830341 0.30367391 0.70461404 0.55439191] [ 0.74434155 0.48355818 0.5448111 0.34822005 0.5158385 ] [ 0.80741225 0.50031788 0.51749112 0.21518528 0.35451802] [ 0.66927991 0.44632262 0.39725488 0.600034 0.46424747] [ 0.61269922 0.41181054 0.61979888 0.41963648 0.48476896] [ 0.18196309 0.68365963 0.40699882 0.81409324 0.62610367] [ 0.51484986 0.50643378 0.52643641 0.54950687 0.43675827] [ 0.26168991 0.55461906 0.43391693 0.86842826 0.38055168] [ 0.38640359 0.49358704 0.47036274 0.62179329 0.36067754] [ 0.60371102 0.4908976 0.43153446 0.41302543 0.50015765] [ 0.83620576 0.3982614 0.53549193 0.37237102 0.38830899] [ 0.35754946 0.57377047 0.45731062 0.74695559 0.47014541] [ 0.71828873 0.38938634 0.40904574 0.28123957 0.32095575] [ 0.28887335 0.64282105 0.33734995 0.73223466 0.44882901] [ 0.34984881 0.46348823 0.61183105 0.75657644 0.4592828 ] [ 0.38477865 0.66595586 0.54662174 0.62900755 0.63034375] [ 0.40739206 0.54975385 0.47817649 0.48882155 0.59405991] [ 0.72152276 0.45989167 0.48124839 0.39174976 0.34703239] [ 0.37055942 0.48894842 0.54003002 0.76894081 0.50971205] [ 0.5799517 0.5326764 0.36584992 0.67133085 0.52681288] [ 0.3533584 0.49735065 0.46715522 0.77785648 0.47917837] [ 0.7089464 0.55567483 0.37854096 0.56548645 0.33716159] [ 0.77374218 0.39358229 0.5296168 0.40498138 0.40377567] [ 0.62876032 0.35339205 0.41826023 0.44118682 0.50963375] [ 0.77503092 0.45243509 0.56580034 0.4275975 0.40038086] [ 0.38078283 0.69579343 0.31172892 0.8322691 0.34401835] [ 0.24113762 0.66989621 0.36344664 0.68650733 0.41061865] [ 0.50040763 0.44156481 0.38702801 0.59331552 0.4692864 ] [ 0.83602455 0.23829083 0.46823949 0.23469851 0.34566301] [ 0.5632694 0.54063619 0.36007427 0.45977735 0.34899658] [ 0.44090541 0.60876057 0.39009762 0.66651431 0.44106642] [ 0.55807668 0.46431307 0.55057309 0.57927548 0.33147852] [ 0.49139085 0.31501601 0.65894045 0.70614713 0.47318822] [ 0.34697624 0.57528526 0.37914941 0.86511835 0.36882042] [ 0.33032589 0.60598601 0.59619264 0.68798572 0.63833305] [ 0.79467769 0.40384293 0.54383373 0.25560236 0.48105357] [ 0.47590277 0.47293932 0.54117021 0.64046066 0.43449937] [ 0.81684172 0.33576313 0.60345249 0.28398182 0.41785678] [ 0.58352997 0.42972497 0.47035708 0.56166829 0.35412715] [ 0.44014965 0.57345157 0.35792764 0.74378303 0.48384916] [ 0.23409044 0.41345119 0.41584629 0.75608765 0.63574071] [ 0.5031634 0.50946178 0.57349645 0.65981573 0.40512319] [ 0.25521909 0.53568995 0.52370306 0.88398844 0.49080092] [ 0.80879964 0.34994146 0.5268652 0.30585147 0.32606595] [ 0.74432988 0.31315258 0.50496773 0.37647143 0.35518958] [ 0.70003536 0.66811845 0.56255853 0.47905748 0.44552726] [ 0.79404383 0.40962453 0.44246391 0.22292826 0.2056384 ] [ 0.8717642 0.35776787 0.42953502 0.16120651 0.30294238] [ 0.61221835 0.63726705 0.4273895 0.60716403 0.55262797] [ 0.38847628 0.57684987 0.40187396 0.67693375 0.55880568] [ 0.87866568 0.41928094 0.64972522 0.12924741 0.42803292] [ 0.67122844 0.65871632 0.50131634 0.47643991 0.49755038] [ 0.42230501 0.46611383 0.52748956 0.78589212 0.48352267] [ 0.46478589 0.50102012 0.37286774 0.44299872 0.41198852] [ 0.5031634 0.50946178 0.57349645 0.65981573 0.40512319] [ 0.25828017 0.60450248 0.38185976 0.76074546 0.55301734] [ 0.6112472 0.46166217 0.41241197 0.7158524 0.42086236] [ 0.54495711 0.40714665 0.67264987 0.59269717 0.46480564] [ 0.76206445 0.49084346 0.53380585 0.40476635 0.3736124 ] [ 0.78876633 0.47784083 0.46434672 0.29938925 0.51043391] [ 0.47500862 0.51026818 0.53625143 0.48555923 0.48580752] [ 0.28131586 0.65161667 0.50838057 0.80213541 0.56169328] [ 0.13916689 0.56925242 0.40753853 0.91022507 0.50662913] [ 0.75206672 0.45666351 0.44413749 0.34165854 0.39518593] [ 0.4226947 0.45763233 0.57806154 0.71072528 0.40923639] [ 0.74875477 0.44742354 0.61550546 0.62093147 0.36179894] [ 0.18535624 0.59043282 0.4235289 0.86019681 0.47873819] [ 0.46694536 0.48663038 0.49715957 0.46638072 0.47143356] [ 0.76123213 0.50307222 0.57155475 0.20917244 0.50399592] [ 0.5362756 0.50056373 0.39970005 0.46348968 0.4425214 ] [ 0.60971383 0.34352419 0.51992593 0.64110041 0.31648277] [ 0.1805736 0.5849821 0.51603697 0.88064963 0.55373518] [ 0.51754668 0.59581441 0.57979084 0.51970284 0.41421249] [ 0.75992664 0.50460402 0.30277476 0.33923951 0.3828349 ] [ 0.6198044 0.45755504 0.54168166 0.59619797 0.34357981] [ 0.81888851 0.43625221 0.64443514 0.1558627 0.50204553] [ 0.2208292 0.58390832 0.44625865 0.55173314 0.56860798] [ 0.84147098 0.32391198 0.50283244 0.17078529 0.37146058] [ 0.80621727 0.31483196 0.67517275 0.15837425 0.42266385] [ 0.69621892 0.51290688 0.45839533 0.3024398 0.48297803] [ 0.43137288 0.47781928 0.44588328 0.70446805 0.35955009] [ 0.50499024 0.40517751 0.58129383 0.76053053 0.52808592] [ 0.7319457 0.40860843 0.49711377 0.25590446 0.43220542] [ 0.53825596 0.43736058 0.39039684 0.52527137 0.53698788] [ 0.69624958 0.42811082 0.42741959 0.27877021 0.32467122] [ 0.44403233 0.59602882 0.38094308 0.64418395 0.52389114] [ 0.53741951 0.47617875 0.56601848 0.7218081 0.42588696] [ 0.57773115 0.4237087 0.42964602 0.65753447 0.46426606] [ 0.75104359 0.49739342 0.54481441 0.41301028 0.40374899] [ 0.4008564 0.51166538 0.47689495 0.5943218 0.66270873] [ 0.28157701 0.66902607 0.52607491 0.74066296 0.4567556 ] [ 0.6535938 0.38078987 0.51565767 0.32672422 0.30925489] [ 0.11843293 0.62614019 0.40512932 0.86845108 0.47171248] [ 0.41710216 0.61624456 0.48164853 0.58991504 0.49080256] [ 0.80910859 0.28873622 0.57075391 0.29028977 0.4057653 ] [ 0.61504516 0.44410481 0.51315179 0.67041445 0.34599205] Progress: 30.8% ... Training loss: 0.584 ... Validation loss: 1.001[ 0.16139289 0.58603898 0.50472637 0.73750661 0.47331238] [ 0.29302183 0.63588413 0.43178124 0.75350375 0.36377667] [ 0.20978191 0.61899296 0.47949803 0.65275647 0.5596476 ] [ 0.61714091 0.40700505 0.4470796 0.77286908 0.43682223] [ 0.53648907 0.34359884 0.44601615 0.71061801 0.36616926] [ 0.49996798 0.44176522 0.38694124 0.59358356 0.46937371] [ 0.48558523 0.51755486 0.38489243 0.71155312 0.45997424] [ 0.73395903 0.5268958 0.50903364 0.53506483 0.39569413] [ 0.08126312 0.62966929 0.36839241 0.95810493 0.53509271] [ 0.32704842 0.50127001 0.45543466 0.75490944 0.4291657 ] [ 0.67877833 0.48173146 0.39276061 0.45923494 0.3386918 ] [ 0.4841939 0.50997389 0.42991886 0.56772456 0.33006745] [ 0.44467526 0.47764027 0.54807515 0.63587695 0.44488421] [ 0.21531816 0.63899873 0.3280413 0.72433871 0.53287536] [ 0.44346554 0.33957577 0.6333804 0.58303271 0.57563945] [ 0.55398178 0.59083716 0.37413783 0.51431603 0.37764212] [ 0.62484406 0.47185021 0.53508813 0.29478017 0.54452522] [ 0.39088809 0.62423293 0.61909376 0.65288805 0.58360902] [ 0.26912481 0.66584507 0.22926873 0.78346094 0.46563071] [ 0.72560559 0.44425291 0.45337525 0.40813223 0.54823001] [ 0.40123981 0.48810033 0.55291769 0.75008548 0.5195828 ] [ 0.18569931 0.58196062 0.45819473 0.80754433 0.49336891] [ 0.76742148 0.39060773 0.47528974 0.32298334 0.41996905] [ 0.55155563 0.50819991 0.48381319 0.45622074 0.34667069] [ 0.76256181 0.48871097 0.58458987 0.3665604 0.47523303] [ 0.50841033 0.61880323 0.46835742 0.5302282 0.4288606 ] [ 0.30095871 0.63061808 0.52578811 0.61115639 0.54261056] [ 0.52445717 0.54500357 0.49223857 0.43286593 0.45682669] [ 0.34155171 0.57453697 0.45766839 0.68464479 0.52804409] [ 0.61733187 0.53777759 0.48538071 0.55261575 0.37920607] [ 0.11268779 0.65171267 0.38011142 0.9290064 0.44936437] [ 0.64139824 0.53622089 0.49651324 0.36300318 0.43567877] [ 0.6011048 0.54829966 0.50927214 0.61484107 0.3738904 ] [ 0.53113201 0.43885938 0.48351776 0.439832 0.44398757] [ 0.58297051 0.41764194 0.47799939 0.64927217 0.31827651] [ 0.60300505 0.54704657 0.5873115 0.51716924 0.3673571 ] [ 0.79051857 0.2697459 0.53018614 0.32726558 0.33830844] [ 0.64065877 0.37947516 0.55916093 0.26387203 0.54638582] [ 0.64814175 0.43684455 0.39133761 0.35520567 0.30877208] [ 0.5359903 0.62934475 0.56249347 0.5387936 0.47134408] [ 0.6298705 0.41038973 0.47961859 0.30473071 0.41377211] [ 0.82333155 0.37176203 0.54225669 0.28387394 0.40224189] [ 0.84060168 0.32318111 0.45187798 0.19666955 0.31325159] [ 0.58078298 0.66517708 0.4307469 0.49042881 0.42810312] [ 0.51744136 0.5623613 0.31893294 0.67403549 0.34292757] [ 0.3460599 0.56211266 0.40443989 0.85876422 0.4793897 ] [ 0.56725369 0.56067843 0.47084001 0.60631425 0.34551628] [ 0.28490583 0.65059025 0.44486695 0.76023672 0.46885397] [ 0.62986361 0.48830113 0.47324528 0.45801973 0.47092408] [ 0.32906304 0.60643587 0.49112294 0.81197614 0.59439282] [ 0.43657895 0.57018261 0.53521833 0.6532421 0.42096946] [ 0.44378693 0.62953968 0.4263854 0.67656816 0.50947078] [ 0.82076409 0.36817003 0.51022492 0.20424127 0.36913173] [ 0.2139104 0.65085037 0.49648669 0.65331649 0.4944002 ] [ 0.57426161 0.55687008 0.37024531 0.57446019 0.42190192] [ 0.43006638 0.59810952 0.47804436 0.71351614 0.39443293] [ 0.18334503 0.57195353 0.42390664 0.70037541 0.52550629] [ 0.18067236 0.62311578 0.45639332 0.83868905 0.51799724] [ 0.57535133 0.44077388 0.52531431 0.6396594 0.29084612] [ 0.12581942 0.62913352 0.39967531 0.90779174 0.43638813] [ 0.79935256 0.26918341 0.58361393 0.17497302 0.35141449] [ 0.78581711 0.36126277 0.5209224 0.31604286 0.42260641] [ 0.73392381 0.46766576 0.44417908 0.29826769 0.41696926] [ 0.71058051 0.54208821 0.40987065 0.60072387 0.52461421] [ 0.28626593 0.46449292 0.44071251 0.84973625 0.50790849] [ 0.16395968 0.57240782 0.36219255 0.88796426 0.61836888] [ 0.75401176 0.4552261 0.36355793 0.36686929 0.33223442] [ 0.60750523 0.44805655 0.47270242 0.37874364 0.3539164 ] [ 0.43166484 0.47466577 0.61782729 0.76220161 0.43303531] [ 0.55814087 0.49047377 0.60512058 0.50796978 0.61617202] [ 0.32454994 0.57856041 0.45591036 0.56576789 0.46079328] [ 0.30012573 0.54601502 0.51604499 0.74268389 0.48365854] [ 0.38218321 0.453337 0.58093748 0.75260369 0.47677107] [ 0.2519062 0.5083711 0.43810022 0.55202438 0.6772441 ] [ 0.48286862 0.54492296 0.38777998 0.485914 0.42437548] [ 0.11206005 0.55627544 0.41998508 0.89029993 0.53180181] [ 0.40461581 0.54731232 0.41390513 0.66631647 0.38211578] [ 0.34263394 0.55035662 0.43552808 0.55460299 0.41013575] [ 0.76682732 0.40019049 0.58714526 0.31174939 0.40754748] [ 0.51403058 0.42566333 0.52440925 0.54189047 0.30935776] [ 0.12106941 0.67737745 0.46592498 0.92139453 0.68155405] [ 0.33781967 0.56365028 0.35179557 0.72988577 0.57393613] [ 0.34718372 0.5560802 0.5535004 0.63398866 0.51217065] [ 0.39154317 0.74584557 0.38034068 0.81152732 0.52193625] [ 0.69581414 0.46727095 0.57661336 0.19580101 0.45118786] [ 0.50404229 0.48352795 0.50648965 0.41626703 0.42855787] [ 0.7078733 0.44652724 0.67845955 0.34152635 0.45585439] [ 0.8466492 0.40020035 0.55036424 0.21732102 0.26925187] [ 0.34327558 0.48289057 0.47345334 0.68832217 0.3730238 ] [ 0.54241471 0.49969058 0.41754855 0.65547445 0.44058454] [ 0.40732984 0.46324718 0.56809443 0.71541495 0.4057196 ] [ 0.48228572 0.45812849 0.51308161 0.5723368 0.40098084] [ 0.50882406 0.41450949 0.4568445 0.4879362 0.52494251] [ 0.74938538 0.48087533 0.57176678 0.46280152 0.4349077 ] [ 0.56582131 0.40946069 0.6027662 0.46428312 0.47294465] [ 0.29216922 0.67153486 0.43233297 0.6841077 0.40611642] [ 0.67255821 0.55264843 0.42288337 0.35865411 0.31498472] [ 0.13728836 0.59258726 0.398755 0.81405154 0.52492032] [ 0.78056537 0.45744214 0.6368914 0.24690839 0.52393675] [ 0.29642679 0.55259174 0.38706007 0.7858127 0.42466963] [ 0.5690886 0.44519753 0.55423343 0.50382307 0.3422212 ] [ 0.60100639 0.6754789 0.40706391 0.6528703 0.49740211] [ 0.66649366 0.55323454 0.45619841 0.37172898 0.54595945] [ 0.87473703 0.37791583 0.60033283 0.14145102 0.36676116] [ 0.19833578 0.73051805 0.5187324 0.84866895 0.65641369] [ 0.27084621 0.63800066 0.32106671 0.82601903 0.5022483 ] [ 0.70307128 0.54243084 0.50516594 0.50819124 0.42971839] [ 0.59635176 0.54097823 0.33960941 0.50447877 0.41546056] [ 0.78471908 0.50780834 0.4968219 0.36550607 0.47873838] [ 0.50477412 0.53401073 0.4565126 0.64142981 0.42520463] [ 0.53995428 0.46108859 0.49139452 0.48742452 0.49280821] [ 0.29611354 0.47211987 0.54282113 0.81668781 0.60150506] [ 0.84511688 0.38106906 0.63221721 0.19004694 0.36391257] [ 0.61010166 0.43990935 0.59042033 0.65517912 0.40339153] [ 0.67389904 0.52191325 0.50027815 0.28651419 0.35855412] [ 0.74352987 0.37692125 0.54455737 0.26480598 0.49422755] [ 0.65720464 0.43990443 0.41527427 0.58615513 0.42829937] [ 0.81426898 0.31912919 0.58462852 0.15641335 0.37588282] [ 0.52488907 0.56385219 0.36369496 0.35750596 0.41269223] [ 0.64964595 0.41911409 0.52098814 0.20027988 0.50414442] [ 0.56843352 0.61663051 0.32710752 0.72420148 0.3505168 ] [ 0.47215714 0.70605169 0.23602638 0.70489354 0.44618861] [ 0.70138184 0.25089938 0.507676 0.26895223 0.43980379] [ 0.8628189 0.42105153 0.51469112 0.20628062 0.23764002] [ 0.25088226 0.64417918 0.41070402 0.75376285 0.60514998] [ 0.65702491 0.39289118 0.48485452 0.63386452 0.33206134] [ 0.31755322 0.54091426 0.50491491 0.64662751 0.62369311] [ 0.77546875 0.37774776 0.46928796 0.44668452 0.38091494] Progress: 30.8% ... Training loss: 0.584 ... Validation loss: 1.005[ 0.7768426 0.49144348 0.49684243 0.31642319 0.34811178] [ 0.4956899 0.29668799 0.48312437 0.69527741 0.33039338] [ 0.86332817 0.36557471 0.41259269 0.34998403 0.3362513 ] [ 0.72230783 0.43812005 0.51539576 0.40050885 0.44404462] [ 0.55830482 0.38870874 0.618062 0.58210484 0.46532837] [ 0.17681113 0.58922967 0.42567301 0.75034341 0.57434627] [ 0.10958485 0.64316279 0.5231992 0.81691983 0.61268474] [ 0.90627331 0.28302525 0.46343752 0.12164213 0.33456983] [ 0.30336939 0.67519547 0.3745213 0.74067404 0.53982132] [ 0.21179565 0.68193605 0.37637614 0.83725769 0.49410846] [ 0.7608885 0.51483958 0.55411745 0.20505837 0.5547492 ] [ 0.23752602 0.70556024 0.49115933 0.83093011 0.61072208] [ 0.73877974 0.43314113 0.42263929 0.41535692 0.38646599] [ 0.08835096 0.69641885 0.43259993 0.9215843 0.51526597] [ 0.73292946 0.45797344 0.52752067 0.44748352 0.4211174 ] [ 0.14949872 0.6226734 0.43671271 0.90846273 0.57266779] [ 0.29752328 0.6790763 0.49756617 0.74364478 0.38794903] [ 0.25042122 0.57793431 0.53008256 0.84220598 0.47837271] [ 0.49706595 0.584506 0.44278298 0.63886782 0.48794447] [ 0.3364617 0.49837831 0.53776874 0.63057871 0.50520575] [ 0.41452648 0.62889701 0.37127724 0.66410074 0.41850826] [ 0.25887689 0.54366407 0.51935327 0.81561991 0.49667499] [ 0.52044687 0.59765791 0.51383695 0.53593261 0.48744377] [ 0.60757658 0.46109238 0.5032666 0.40886207 0.50258486] [ 0.52409771 0.48292328 0.53110147 0.31272854 0.50689857] [ 0.09050458 0.58899551 0.475584 0.87524309 0.52538172] [ 0.23878327 0.55684989 0.44771212 0.83931359 0.50248557] [ 0.19071917 0.56154037 0.4871942 0.83954819 0.59575533] [ 0.45018286 0.44786575 0.48337346 0.51868584 0.48821852] [ 0.78293954 0.35745004 0.61367072 0.30729498 0.47088818] [ 0.40633723 0.54157304 0.61754685 0.66730452 0.48698147] [ 0.81500216 0.53023272 0.45524497 0.28381982 0.32973575] [ 0.89227757 0.47726491 0.50980986 0.14906873 0.34888777] [ 0.26710162 0.48452812 0.52094903 0.67762019 0.51622414] [ 0.41755395 0.59698991 0.49434632 0.67991239 0.59461376] [ 0.48696612 0.48554469 0.70652023 0.6172341 0.54513232] [ 0.46063295 0.55451443 0.56436597 0.4741263 0.57021609] [ 0.84003615 0.50207751 0.58871022 0.29466368 0.4261307 ] [ 0.58460866 0.42548437 0.52621861 0.62142228 0.33543746] [ 0.37222605 0.54068502 0.38183073 0.49168531 0.44313069] [ 0.7000857 0.62181369 0.36576313 0.54002466 0.33848592] [ 0.59353932 0.40913688 0.45711956 0.37065766 0.52769417] [ 0.4402096 0.41587664 0.49800866 0.6963806 0.38388875] [ 0.12724178 0.52277876 0.41226868 0.91414967 0.44410775] [ 0.67379753 0.43922075 0.39598299 0.25995771 0.42352983] [ 0.14701394 0.62622685 0.48695049 0.90620747 0.39933385] [ 0.50529679 0.58180467 0.49858721 0.50694288 0.31970195] [ 0.79894501 0.38833893 0.54627162 0.31661706 0.37657126] [ 0.49303422 0.53940016 0.24733925 0.60123126 0.41936883] [ 0.26897325 0.48284427 0.5422481 0.76582833 0.65034249] [ 0.49725636 0.61058859 0.45954899 0.60804979 0.46406785] [ 0.77162801 0.3312677 0.47623362 0.20464217 0.36841794] [ 0.6171513 0.47288413 0.46350004 0.51105991 0.52608446] [ 0.15687376 0.61805627 0.41496852 0.88661463 0.56007827] [ 0.751876 0.27078465 0.56192749 0.22480825 0.48417583] [ 0.4180044 0.61161042 0.56839058 0.57740485 0.43647183] [ 0.874632 0.56478066 0.37833472 0.37867688 0.2727464 ] [ 0.58475687 0.37468187 0.51014574 0.65742937 0.34263684] [ 0.11080103 0.5736044 0.38041673 0.91923982 0.62680107] [ 0.70185528 0.55324169 0.56830686 0.51710294 0.40807102] [ 0.76914963 0.4607536 0.57794747 0.35824343 0.34936295] [ 0.75109904 0.3988224 0.47757018 0.29412036 0.49964366] [ 0.10884827 0.61884173 0.46180987 0.88426518 0.47854712] [ 0.41937079 0.45769543 0.55249981 0.52268035 0.43329345] [ 0.81208378 0.51610445 0.36123116 0.35428074 0.39930284] [ 0.46998886 0.43810668 0.42657382 0.80844058 0.45859847] [ 0.44061544 0.52221991 0.48632477 0.66640805 0.3650032 ] [ 0.48435057 0.4871915 0.46994729 0.56416126 0.37759359] [ 0.16374057 0.65337699 0.44911611 0.9195934 0.61502849] [ 0.75184683 0.45179133 0.50344568 0.30508311 0.38677365] [ 0.3972055 0.71004359 0.40777622 0.68838017 0.45347226] [ 0.63556439 0.64283558 0.36014905 0.64749424 0.43861581] [ 0.68530434 0.41014865 0.43010433 0.36788006 0.41935596] [ 0.57681187 0.45554489 0.35995418 0.6187983 0.43015262] [ 0.64460205 0.40687454 0.39691298 0.4565286 0.60987593] [ 0.7620979 0.5948317 0.3270053 0.61445996 0.39289855] [ 0.63763448 0.40701316 0.52479901 0.50307576 0.39911924] [ 0.25580797 0.55920023 0.44234358 0.84502662 0.47985164] [ 0.6268536 0.44215637 0.54226538 0.40670296 0.42114556] [ 0.60810513 0.58972449 0.42230085 0.45312338 0.37070211] [ 0.30390453 0.6532525 0.50167828 0.57666585 0.38836838] [ 0.73073081 0.43888891 0.42899139 0.43661768 0.50418592] [ 0.76834306 0.37302146 0.39794657 0.25633529 0.32965921] [ 0.7659349 0.4760144 0.57117999 0.4680585 0.48936504] [ 0.13988025 0.51679883 0.55724991 0.7984703 0.51594474] [ 0.17681113 0.58922967 0.42567301 0.75034341 0.57434627] [ 0.38494146 0.62442122 0.44159223 0.59550543 0.45142791] [ 0.70189629 0.51904951 0.42100121 0.36587343 0.35800234] [ 0.55709151 0.420523 0.46965761 0.53011831 0.28453866] [ 0.86428034 0.37941267 0.49148213 0.20039247 0.38859001] [ 0.31254502 0.54482104 0.44454779 0.76494573 0.31044706] [ 0.70316282 0.4857957 0.59793805 0.30219858 0.49483188] [ 0.5336027 0.46308671 0.51964068 0.56284213 0.53241887] [ 0.58589863 0.50004331 0.47844617 0.35520907 0.54311251] [ 0.60083814 0.43665144 0.43599629 0.52455764 0.42960045] [ 0.44734957 0.60138362 0.4362711 0.6032673 0.43835153] [ 0.41836782 0.60298456 0.42905607 0.61042721 0.46536878] [ 0.29347065 0.67096394 0.49253923 0.77855755 0.51643887] [ 0.77718336 0.4635946 0.55608535 0.3077632 0.4824436 ] [ 0.47232602 0.66457032 0.45795118 0.5818824 0.65624505] [ 0.55980684 0.54859784 0.41910497 0.50589447 0.38630514] [ 0.32316773 0.58012978 0.48889445 0.77198616 0.45091318] [ 0.66637887 0.40982728 0.45668962 0.26342718 0.36810454] [ 0.66555957 0.43745999 0.57114406 0.45160989 0.36315115] [ 0.29755854 0.52509665 0.3632426 0.6249857 0.48363554] [ 0.59468293 0.40707168 0.59348081 0.28178949 0.43375022] [ 0.39909288 0.52797286 0.47897322 0.52564369 0.39210364] [ 0.8113289 0.23043604 0.61748085 0.24106184 0.48491516] [ 0.57726675 0.52913328 0.40117005 0.73355088 0.51722687] [ 0.72508469 0.53289235 0.54718576 0.5408271 0.39835662] [ 0.24355026 0.43288052 0.42868129 0.75378545 0.50908188] [ 0.8696765 0.29152611 0.61101929 0.14946774 0.37705205] [ 0.80103915 0.36401443 0.50663052 0.38211388 0.50985952] [ 0.52456934 0.61500826 0.51979542 0.41812568 0.56071984] [ 0.54493502 0.55900597 0.49401502 0.67012007 0.47877184] [ 0.70350559 0.54221057 0.50525632 0.50794949 0.42963983] [ 0.12338817 0.46334728 0.44019173 0.85092648 0.61776446] [ 0.48873213 0.65909965 0.359211 0.61137733 0.47008572] [ 0.28272946 0.50407421 0.33017211 0.84964076 0.37564743] [ 0.85561454 0.33062476 0.60303543 0.23911906 0.38020146] [ 0.78634822 0.40175452 0.58708697 0.28488972 0.49466751] [ 0.51610672 0.44854977 0.55082492 0.73306068 0.48695863] [ 0.43645155 0.51184676 0.44400387 0.61201168 0.40573892] [ 0.18505207 0.58630444 0.38789734 0.76808113 0.57059306] [ 0.2920163 0.49994809 0.5058678 0.67806585 0.41267366] [ 0.70360176 0.45463446 0.56191067 0.42032315 0.45214249] [ 0.75212922 0.43661695 0.51293028 0.22074416 0.43670324] [ 0.59543688 0.5861196 0.53905647 0.52187763 0.3317236 ] Progress: 30.9% ... Training loss: 0.584 ... Validation loss: 1.002[ 0.76311693 0.52151126 0.35976392 0.50852775 0.31673507] [ 0.83338491 0.52297283 0.61646534 0.31251789 0.42644318] [ 0.4999805 0.50387022 0.45100866 0.65904605 0.56443411] [ 0.27050344 0.69424235 0.51245825 0.82784517 0.57724431] [ 0.4727935 0.62734244 0.52489701 0.60593448 0.38458541] [ 0.70034884 0.45233856 0.6258493 0.36989629 0.43884748] [ 0.54324316 0.50578362 0.45012116 0.41341601 0.55601054] [ 0.12336714 0.70472904 0.44215812 0.84565521 0.62804455] [ 0.22973406 0.69753408 0.38710183 0.77848077 0.43275668] [ 0.07149978 0.6312183 0.50511928 0.88045384 0.65835317] [ 0.24013766 0.57707598 0.49003425 0.80850755 0.61361304] [ 0.58497614 0.49009296 0.4565739 0.39364414 0.47600085] [ 0.82508882 0.43520472 0.40003001 0.35630716 0.29399306] [ 0.29922511 0.63159744 0.52533558 0.61238763 0.54300839] [ 0.26218667 0.60989134 0.415099 0.7768075 0.59538015] [ 0.59403007 0.53562112 0.48852657 0.32965203 0.4379125 ] [ 0.74551863 0.49198596 0.59551111 0.4629019 0.47021355] [ 0.52566092 0.56369063 0.36376462 0.35722078 0.4126146 ] [ 0.4828587 0.43347174 0.38217452 0.53595322 0.3755726 ] [ 0.27152997 0.70547447 0.32023869 0.80551779 0.44974013] [ 0.82433498 0.23842379 0.47184585 0.16990151 0.3220051 ] [ 0.12697969 0.69164603 0.39159199 0.8453579 0.45330381] [ 0.20946911 0.66403189 0.45923888 0.81984561 0.49263274] [ 0.39255595 0.52341249 0.43436779 0.39223108 0.53105797] [ 0.5705514 0.58628607 0.5077377 0.48599482 0.40060208] [ 0.47807088 0.43771248 0.52356467 0.55362857 0.38072441] [ 0.68407456 0.43447844 0.48765522 0.4101647 0.54823585] [ 0.38785085 0.51200385 0.56478481 0.50723998 0.47925398] [ 0.29978903 0.53633088 0.35908635 0.92844848 0.41795665] [ 0.56521111 0.51125871 0.48671653 0.45839055 0.35200377] [ 0.62703281 0.603383 0.33383784 0.38885356 0.33168102] [ 0.63697604 0.47967045 0.34354132 0.44944443 0.32107688] [ 0.70391818 0.3928524 0.516508 0.20162695 0.41549735] [ 0.7598826 0.42880233 0.55684012 0.19588043 0.5422735 ] [ 0.22681322 0.7228985 0.42560006 0.80252728 0.44356864] [ 0.74173673 0.42962983 0.51542856 0.45704353 0.34941271] [ 0.40181756 0.48736491 0.38820359 0.4522519 0.49891571] [ 0.60822006 0.44178247 0.4771663 0.50722196 0.41189868] [ 0.74786342 0.47776941 0.48327852 0.33290634 0.44150977] [ 0.13744944 0.70927591 0.44405849 0.81199475 0.50326011] [ 0.80679442 0.31416643 0.52326686 0.24002957 0.52469022] [ 0.13518557 0.63481159 0.42762405 0.90698219 0.54237321] [ 0.55825063 0.4596554 0.48234415 0.42280288 0.40895237] [ 0.72819189 0.44308542 0.53903093 0.26667332 0.47573121] [ 0.47503973 0.45762742 0.50802428 0.59053214 0.5900879 ] [ 0.50576039 0.45481435 0.41277399 0.45641796 0.45776698] [ 0.57945208 0.50220601 0.39711857 0.49896262 0.40846475] [ 0.83757952 0.39858877 0.62182853 0.28095209 0.3733416 ] [ 0.61630039 0.66153508 0.34069198 0.44583374 0.46791905] [ 0.32981818 0.53374003 0.28418754 0.78720657 0.46251582] [ 0.75565415 0.50563854 0.58460599 0.50071065 0.39921865] [ 0.43332214 0.45311497 0.59180549 0.64680492 0.43938718] [ 0.72309204 0.42712746 0.52937709 0.35620744 0.4724462 ] [ 0.64243142 0.64113241 0.44997838 0.62735635 0.33728046] [ 0.63966721 0.42186123 0.61822177 0.41806865 0.33797407] [ 0.19074496 0.51063033 0.45735179 0.9009191 0.52335506] [ 0.5011256 0.50115504 0.42085325 0.7752411 0.30688476] [ 0.65335445 0.47802444 0.50032886 0.36981883 0.42678712] [ 0.736391 0.33155752 0.58613039 0.38009377 0.33732918] [ 0.79749182 0.27026195 0.58303263 0.17592997 0.35186999] [ 0.83499662 0.35840733 0.54079504 0.23100619 0.37654735] [ 0.62301766 0.35166651 0.49564606 0.4323636 0.45051433] [ 0.44016762 0.63683799 0.39184333 0.78255189 0.50250657] [ 0.7386676 0.51141511 0.33059436 0.48756729 0.31305358] [ 0.39300867 0.37989902 0.56577327 0.71430516 0.47530035] [ 0.41302084 0.66265932 0.30740796 0.661025 0.39589364] [ 0.85305673 0.47624626 0.54783872 0.27347154 0.37609424] [ 0.79515264 0.32655358 0.54103078 0.31264759 0.244821 ] [ 0.36918127 0.57863157 0.39988337 0.61723864 0.50559973] [ 0.34259636 0.59803791 0.45358513 0.57530577 0.4232188 ] [ 0.63086061 0.43627744 0.40483648 0.31617176 0.41938584] [ 0.58406497 0.40736602 0.53077481 0.53132325 0.40332937] [ 0.64704059 0.40853215 0.60553 0.59109702 0.37367374] [ 0.40020177 0.66096708 0.40545734 0.58182757 0.32644578] [ 0.75525765 0.46953896 0.56692668 0.39391899 0.36528609] [ 0.27697613 0.50704804 0.5389026 0.73360273 0.42729709] [ 0.73862643 0.44290981 0.39074507 0.24881765 0.28371194] [ 0.51300311 0.45602428 0.55101719 0.40075677 0.39357643] [ 0.28198521 0.47622482 0.47922084 0.89148374 0.57381379] [ 0.70197888 0.45415166 0.56789781 0.22627859 0.43704249] [ 0.08988066 0.65847518 0.35333833 0.88986524 0.56970329] [ 0.36599292 0.54285342 0.31741417 0.83786932 0.36721441] [ 0.42338913 0.47245732 0.41469888 0.76422434 0.44824215] [ 0.46763404 0.6841608 0.3691947 0.6000764 0.41696154] [ 0.63030025 0.66170158 0.55595377 0.54384276 0.46388383] [ 0.45043581 0.41271062 0.54367411 0.51277978 0.55685962] [ 0.14125258 0.64056754 0.40375032 0.86744525 0.42876987] [ 0.19400264 0.66641403 0.31173778 0.73725365 0.55833624] [ 0.52368716 0.45817204 0.577388 0.72661883 0.43434683] [ 0.46387883 0.42985163 0.34294499 0.46307391 0.36361504] [ 0.41359732 0.681111 0.36327323 0.66182041 0.43757614] [ 0.65845288 0.3613199 0.64159125 0.35917978 0.48310196] [ 0.57073525 0.56804012 0.42954271 0.36257396 0.50405252] [ 0.0992018 0.52153715 0.37641754 0.92288941 0.54027131] [ 0.7204593 0.52210334 0.40850737 0.29434584 0.34827013] [ 0.32065538 0.63896256 0.4181352 0.75993212 0.48924811] [ 0.69709513 0.34585256 0.5553362 0.28609701 0.46243987] [ 0.51169156 0.4967951 0.51947668 0.45995314 0.59534876] [ 0.67537397 0.50471319 0.37549336 0.36912861 0.36485448] [ 0.45454279 0.54186242 0.59859402 0.72636465 0.52686868] [ 0.54766144 0.5281068 0.67373542 0.4708286 0.39006876] [ 0.51466825 0.48537064 0.51978159 0.43221519 0.51651995] [ 0.43943207 0.42753758 0.4090902 0.5897582 0.64600061] [ 0.59216548 0.55814156 0.35799141 0.71443992 0.45651221] [ 0.41246919 0.53399827 0.45801613 0.54629429 0.51474172] [ 0.22904241 0.72386712 0.43700889 0.83790374 0.50930152] [ 0.6427946 0.46663641 0.38449364 0.39300002 0.41012232] [ 0.21419312 0.61762628 0.39041492 0.84731134 0.40021459] [ 0.35139097 0.53926452 0.42887694 0.88933995 0.44852624] [ 0.84581386 0.28693472 0.57859867 0.11302961 0.43533342] [ 0.72799365 0.49710382 0.52335394 0.50459336 0.46381995] [ 0.4200354 0.67973936 0.30757151 0.83580238 0.57802641] [ 0.584636 0.66554382 0.36700338 0.52178452 0.5002619 ] [ 0.64582628 0.39244985 0.4691953 0.1723233 0.39920047] [ 0.4444147 0.39373801 0.45108238 0.64601717 0.603956 ] [ 0.64889968 0.38737096 0.58803006 0.47600818 0.36486356] [ 0.79426635 0.41868574 0.57488087 0.2291059 0.51002867] [ 0.82514504 0.46655441 0.58151925 0.38783354 0.30955319] [ 0.32483436 0.42192493 0.55434021 0.67490526 0.4180598 ] [ 0.37375544 0.50203101 0.52568586 0.60340007 0.38742575] [ 0.27789131 0.49179009 0.56226596 0.83813982 0.62963285] [ 0.74589646 0.42191366 0.42456243 0.30880217 0.30370428] [ 0.68564683 0.65835441 0.50898394 0.40402442 0.42294079] [ 0.61184265 0.42124945 0.63841014 0.562334 0.47337749] [ 0.59183487 0.3488062 0.58679528 0.59090276 0.43204053] [ 0.54414997 0.45293986 0.34753619 0.43958526 0.43519767] [ 0.49458179 0.69042249 0.36395199 0.61827483 0.47128465] [ 0.28353683 0.65232243 0.36126059 0.74695779 0.47333357] Progress: 30.9% ... Training loss: 0.583 ... Validation loss: 0.997[ 0.64999286 0.34089882 0.61871142 0.46215898 0.43916241] [ 0.5844723 0.46284575 0.53975779 0.54607424 0.49572892] [ 0.35130662 0.536061 0.5401854 0.78296686 0.37763799] [ 0.29261804 0.65348259 0.40540839 0.71773476 0.51019012] [ 0.58319647 0.5644818 0.55826842 0.63624781 0.56887152] [ 0.35776175 0.61620854 0.52608943 0.83273765 0.56506969] [ 0.48440581 0.46237186 0.50131518 0.38037965 0.44891341] [ 0.75101959 0.39569646 0.55717528 0.47834731 0.3337966 ] [ 0.57606006 0.36563557 0.54173449 0.48736714 0.45257334] [ 0.18577964 0.62023659 0.35347348 0.84881001 0.59656812] [ 0.65327873 0.43159007 0.46471997 0.39278699 0.37112054] [ 0.41658198 0.5141104 0.48619293 0.63550834 0.62409026] [ 0.26452224 0.53063975 0.47185559 0.81102256 0.49393529] [ 0.60522542 0.51531227 0.51173046 0.61683468 0.40267361] [ 0.79773097 0.33458387 0.48009959 0.2274675 0.37607837] [ 0.5217836 0.58734119 0.50440423 0.42190568 0.52390838] [ 0.50845348 0.40284495 0.5951093 0.45274056 0.5353436 ] [ 0.19593715 0.61750497 0.35679712 0.6597336 0.4733882 ] [ 0.53405351 0.50161956 0.52883124 0.38303022 0.4322014 ] [ 0.55418137 0.44624155 0.44915915 0.56941074 0.48459062] [ 0.39189956 0.54976366 0.43904917 0.69439708 0.37053623] [ 0.5945203 0.42289069 0.52601672 0.30791997 0.52076729] [ 0.42527381 0.5109854 0.38051628 0.61206181 0.50527414] [ 0.55304159 0.30940062 0.46884509 0.55192653 0.38474269] [ 0.18742609 0.64214808 0.3132212 0.79505063 0.52297351] [ 0.55579302 0.41476302 0.58055641 0.30036829 0.61163868] [ 0.37202122 0.64022195 0.3927155 0.63691697 0.35919448] [ 0.53087963 0.62402439 0.34910993 0.55892621 0.40849936] [ 0.55057818 0.41424251 0.4393098 0.67905033 0.30710251] [ 0.63052833 0.51479498 0.42873818 0.4532999 0.39264041] [ 0.62966357 0.50198259 0.31625983 0.54408868 0.43046622] [ 0.40905473 0.59754013 0.44510099 0.70682807 0.62363858] [ 0.45087638 0.4961833 0.53366555 0.78334746 0.42709569] [ 0.85232733 0.37795535 0.5550223 0.18952207 0.3765661 ] [ 0.56309896 0.49915919 0.42710534 0.47881204 0.58754664] [ 0.92498 0.32286543 0.61691448 0.11367016 0.28753034] [ 0.38335927 0.57226137 0.48486997 0.59932832 0.69547274] [ 0.36504884 0.67908852 0.32606306 0.58018154 0.41979168] [ 0.3535512 0.53259972 0.46799358 0.85268976 0.34301329] [ 0.28212438 0.46499936 0.42693641 0.77788286 0.4038206 ] [ 0.87228668 0.43998505 0.40912566 0.33167924 0.37270596] [ 0.84434653 0.34899184 0.61683717 0.18479465 0.42947051] [ 0.53322556 0.55086879 0.47265871 0.59118266 0.37041126] [ 0.14454898 0.66330999 0.44445027 0.68650733 0.51091261] [ 0.27037706 0.62344172 0.34418628 0.81657885 0.52533229] [ 0.36252529 0.46879268 0.6266385 0.76560786 0.38392129] [ 0.656642 0.57359315 0.45031253 0.52731722 0.41688475] [ 0.69904102 0.35737297 0.63587415 0.31413473 0.4729072 ] [ 0.76636671 0.38467493 0.47847356 0.38515689 0.45377104] [ 0.6401511 0.49356367 0.55904672 0.47866005 0.55643098] [ 0.12782935 0.73848203 0.35489123 0.94579543 0.55614691] [ 0.73552001 0.68678714 0.51050195 0.60605903 0.37998431] [ 0.3916381 0.693693 0.4813715 0.66104756 0.44973861] [ 0.3459936 0.55147506 0.59504613 0.39206083 0.7330008 ] [ 0.25740877 0.60588713 0.48040732 0.676373 0.40313148] [ 0.52501507 0.51739416 0.52972767 0.48027088 0.3992287 ] [ 0.57414162 0.41950224 0.45693584 0.38738044 0.37748637] [ 0.6228295 0.50136727 0.47574817 0.61894365 0.34863719] [ 0.31617615 0.5178693 0.44216565 0.73895473 0.68976036] [ 0.79293081 0.28898819 0.57631348 0.2927652 0.43287406] [ 0.68077545 0.36517981 0.41309093 0.3658404 0.37457375] [ 0.52899588 0.5759688 0.50953171 0.51850655 0.39520454] [ 0.55965106 0.56037754 0.54985576 0.55975889 0.3354992 ] [ 0.55952268 0.60859322 0.37366666 0.60776532 0.50113953] [ 0.52614112 0.58392959 0.42567443 0.54208798 0.51284717] [ 0.47189976 0.6469323 0.50489961 0.46296516 0.39859498] [ 0.75360458 0.31724007 0.62012084 0.16463188 0.49681729] [ 0.48595953 0.42990327 0.40083204 0.56591486 0.58140509] [ 0.90121509 0.51690553 0.50285096 0.1842071 0.35583626] [ 0.60596454 0.44883544 0.47235887 0.37957332 0.35416957] [ 0.09622013 0.71922648 0.40923441 0.93832557 0.60684626] [ 0.7411912 0.44553254 0.52472161 0.34711564 0.46391384] [ 0.44974968 0.50141639 0.63267597 0.49165562 0.55177823] [ 0.69645068 0.40577485 0.59949684 0.21888882 0.51317275] [ 0.63446513 0.51087653 0.63326943 0.54466233 0.42809787] [ 0.81961647 0.34705466 0.5806787 0.31254442 0.39246632] [ 0.65315575 0.47117426 0.46509269 0.53245059 0.46385117] [ 0.6266302 0.51562617 0.5429551 0.45540062 0.48353904] [ 0.74413271 0.47118564 0.50139292 0.28282829 0.4144581 ] [ 0.39701837 0.58114377 0.46643921 0.62851695 0.42786835] [ 0.39611812 0.5627178 0.43732536 0.41790736 0.55521359] [ 0.38871979 0.62734897 0.29868779 0.57472469 0.44094326] [ 0.57164798 0.37060503 0.57667011 0.51564891 0.48634471] [ 0.52696892 0.52014592 0.44986395 0.62400241 0.5013406 ] [ 0.16579678 0.5799384 0.53281466 0.84073809 0.57309509] [ 0.46459846 0.53957238 0.5368567 0.35303466 0.63341902] [ 0.7379443 0.46038878 0.59519803 0.40828241 0.42173023] [ 0.54761272 0.36420562 0.55626846 0.58488486 0.37312152] [ 0.37184112 0.73471154 0.52442941 0.81962798 0.58342037] [ 0.25258877 0.48628928 0.42931644 0.8506214 0.53688565] [ 0.52361156 0.31902442 0.54241781 0.38768102 0.50800956] [ 0.34345835 0.47509341 0.4612883 0.74409377 0.52588504] [ 0.57506764 0.55679823 0.37026457 0.57410695 0.42185908] [ 0.53322556 0.55086879 0.47265871 0.59118266 0.37041126] [ 0.17561283 0.62388219 0.36610945 0.88615261 0.52488286] [ 0.32852363 0.56080676 0.46337418 0.89230186 0.43917158] [ 0.46720294 0.61745862 0.56193385 0.55997718 0.53631786] [ 0.31250924 0.54218226 0.4673434 0.66956739 0.60855449] [ 0.75380879 0.37833324 0.51344925 0.20092402 0.43134845] [ 0.68799551 0.52135577 0.48907315 0.4312535 0.36559229] [ 0.52730574 0.49210987 0.5681234 0.76373287 0.4399212 ] [ 0.34563303 0.49517289 0.62105644 0.515485 0.52490251] [ 0.6022808 0.39926273 0.45089863 0.37608429 0.45054283] [ 0.09630034 0.65579079 0.48214035 0.8055518 0.66790308] [ 0.2869571 0.48365721 0.50432261 0.7224266 0.48854739] [ 0.50129883 0.41377419 0.56278107 0.62287735 0.30948862] [ 0.41238933 0.64759699 0.34682996 0.77996133 0.5285961 ] [ 0.4241606 0.50700208 0.45909824 0.70656109 0.34817135] [ 0.21718489 0.4525555 0.54743526 0.72561741 0.52070235] [ 0.13837332 0.58159201 0.46766577 0.79723025 0.62636014] [ 0.51883462 0.5116488 0.42129343 0.64633341 0.33743137] [ 0.70682047 0.35015449 0.59010969 0.44352409 0.41905399] [ 0.65261117 0.47156514 0.61840658 0.34771046 0.3369612 ] [ 0.43374114 0.52819235 0.56343184 0.74667219 0.40676852] [ 0.66736028 0.47243643 0.48343683 0.36038323 0.4836079 ] [ 0.7138386 0.53960268 0.47310813 0.45298816 0.31295075] [ 0.16649199 0.60298377 0.37707955 0.86201988 0.44613792] [ 0.45638405 0.56766837 0.4148475 0.55922782 0.54758116] [ 0.72585879 0.46436464 0.42800792 0.29971023 0.4221052 ] [ 0.73081873 0.500383 0.34473757 0.42151289 0.32821914] [ 0.13921843 0.61845587 0.55205038 0.86881963 0.47701813] [ 0.38517493 0.59955487 0.46545906 0.71683567 0.61642007] [ 0.72087352 0.42982329 0.41781806 0.29480979 0.3700707 ] [ 0.62426695 0.52349585 0.3847348 0.50435095 0.4981982 ] [ 0.24432891 0.48047857 0.48559023 0.73947833 0.43517436] [ 0.23232427 0.68384748 0.43872176 0.7152724 0.46214332] [ 0.4672521 0.57595842 0.45201712 0.58024969 0.48206771] [ 0.70651384 0.43331051 0.37607117 0.43670895 0.46735338] Progress: 30.9% ... Training loss: 0.583 ... Validation loss: 0.998[ 0.34788317 0.57301564 0.34922508 0.7039931 0.52643155] [ 0.42123057 0.47027734 0.39043696 0.62556327 0.52767382] [ 0.2410451 0.71446645 0.31033599 0.7939497 0.4840613 ] [ 0.28102941 0.61990313 0.38481029 0.77150302 0.30465692] [ 0.77011845 0.31852441 0.6845569 0.23750802 0.44459222] [ 0.42840585 0.57065121 0.38707521 0.63059824 0.51669639] [ 0.56626032 0.4585667 0.49995276 0.54170786 0.40750542] [ 0.52890739 0.50452045 0.45013473 0.61244047 0.36353369] [ 0.10380187 0.58558028 0.54551966 0.90885512 0.62558907] [ 0.55052926 0.41613496 0.52347312 0.54366272 0.44707674] [ 0.67310579 0.48899599 0.67690677 0.46198284 0.43635617] [ 0.4241921 0.49443362 0.4152905 0.61306944 0.44623823] [ 0.53184552 0.50892547 0.51487727 0.61910541 0.41430547] [ 0.55178762 0.58135323 0.44680718 0.5984409 0.32177786] [ 0.63432465 0.41868438 0.54503818 0.46345974 0.42755451] [ 0.62527119 0.53520689 0.52875193 0.47880092 0.30903903] [ 0.3939999 0.46676252 0.60057532 0.73751757 0.34509022] [ 0.16969334 0.70423815 0.28423029 0.79989562 0.51417048] [ 0.36170275 0.74469421 0.35824974 0.70551941 0.41935356] [ 0.84365352 0.36833825 0.43911233 0.23431726 0.2882958 ] [ 0.14351953 0.62610799 0.50873826 0.85494489 0.54939779] [ 0.70426135 0.37081064 0.58625126 0.6440098 0.40837001] [ 0.65321338 0.34375455 0.58896988 0.31821672 0.40260695] [ 0.7987963 0.33169248 0.61652431 0.24996723 0.43386592] [ 0.5803471 0.40940956 0.45036942 0.43653038 0.35733602] [ 0.49207674 0.48827558 0.44456031 0.64545132 0.26929015] [ 0.62026435 0.51618094 0.58867066 0.2371029 0.47202917] [ 0.56919761 0.45420005 0.46077461 0.66437512 0.50792493] [ 0.77357553 0.43013559 0.48205738 0.18427778 0.38638492] [ 0.24226587 0.68381483 0.35669494 0.72086345 0.49518009] [ 0.40595526 0.6493769 0.52482201 0.63175456 0.4458056 ] [ 0.39102448 0.65593789 0.37629606 0.69052031 0.41027386] [ 0.64059651 0.40051677 0.52298212 0.34413639 0.3945093 ] [ 0.59514309 0.51449144 0.54179564 0.54535421 0.3797171 ] [ 0.247232 0.53883689 0.50729655 0.85284979 0.52771257] [ 0.45292012 0.50998541 0.52753931 0.55026937 0.46968909] [ 0.65241472 0.36575365 0.45710152 0.40812237 0.6038505 ] [ 0.43093906 0.51030388 0.46790313 0.58078328 0.5267432 ] [ 0.16990078 0.50628057 0.49786723 0.75119586 0.51343484] [ 0.07880364 0.60527279 0.46800966 0.92096185 0.59712419] [ 0.61836378 0.43027048 0.50653032 0.45069449 0.4977416 ] [ 0.38102419 0.64460191 0.27468958 0.71390447 0.41204336] [ 0.59933763 0.54907509 0.44509538 0.45873427 0.40025981] [ 0.59483968 0.60588954 0.49516679 0.49558874 0.38560676] [ 0.79810073 0.49313879 0.54589429 0.19890561 0.46837318] [ 0.1983635 0.69607635 0.3209672 0.85815187 0.51946994] [ 0.22862889 0.55988603 0.33035547 0.84516839 0.47252796] [ 0.70772174 0.44567787 0.44471857 0.40269994 0.58580034] [ 0.53617316 0.49915393 0.37698956 0.52789633 0.52448987] [ 0.48423943 0.45806894 0.5239153 0.64870208 0.34298164] [ 0.14554514 0.75467343 0.45379251 0.76667052 0.53328565] [ 0.5599792 0.41031242 0.48070816 0.45152534 0.38550653] [ 0.33185554 0.5342829 0.28661646 0.73790847 0.3612958 ] [ 0.80215228 0.40783198 0.50979398 0.24519248 0.39964111] [ 0.48202653 0.4948842 0.34219908 0.43708985 0.43911627] [ 0.58239042 0.33234507 0.600483 0.40211973 0.51521213] [ 0.45152985 0.38345123 0.44661745 0.69210034 0.44220732] [ 0.71485172 0.32610167 0.49475438 0.2828828 0.47918792] [ 0.54461484 0.50541009 0.45026626 0.41268313 0.55586869] [ 0.62878837 0.4778386 0.61087789 0.41597662 0.45590269] [ 0.38510642 0.46719324 0.43093514 0.67617136 0.57860216] [ 0.5075452 0.49425757 0.36769102 0.59241118 0.52583116] [ 0.38388465 0.61976687 0.32348172 0.63842327 0.46613978] [ 0.35600868 0.48868421 0.49472919 0.64339954 0.50443032] [ 0.57752355 0.5865979 0.35418031 0.42277162 0.46802716] [ 0.76564116 0.4762797 0.57106002 0.46837832 0.48945699] [ 0.47143162 0.65350743 0.38510044 0.59622328 0.42206808] [ 0.22442874 0.63016451 0.50340877 0.66639493 0.61776296] [ 0.72762193 0.52910402 0.52031243 0.31486878 0.46779788] [ 0.73029514 0.32535065 0.54736204 0.29912294 0.50276438] [ 0.74641945 0.31181751 0.42656918 0.39408922 0.45492703] [ 0.74401111 0.41249102 0.3943116 0.28156106 0.44515266] [ 0.14943157 0.58527926 0.53699191 0.92156007 0.56201855] [ 0.5519548 0.5153309 0.45213081 0.5524237 0.47821794] [ 0.14106415 0.62044838 0.37558615 0.91411316 0.50792919] [ 0.66237354 0.47072411 0.50552943 0.60164486 0.42683712] [ 0.69739899 0.45807719 0.36976267 0.53352318 0.52180795] [ 0.47121143 0.59073692 0.37081824 0.51620015 0.51865457] [ 0.55481505 0.56676219 0.50621729 0.52024382 0.40750477] [ 0.66077402 0.5631713 0.27405668 0.52704683 0.38130459] [ 0.77598955 0.51985261 0.49116418 0.53588398 0.37330579] [ 0.30313623 0.64750851 0.42383053 0.73892943 0.47456726] [ 0.28423207 0.49882441 0.47593616 0.71390122 0.37449246] [ 0.78111024 0.53212668 0.36482565 0.45613616 0.32860112] [ 0.65300973 0.43770393 0.49203042 0.3434272 0.4321023 ] [ 0.2364908 0.64059946 0.43667105 0.8306694 0.54745532] [ 0.62708668 0.39614184 0.61925852 0.23305855 0.53347069] [ 0.08157575 0.70880286 0.3419699 0.91619027 0.5980917 ] [ 0.36053222 0.67502668 0.2944992 0.59131631 0.36411779] [ 0.45978229 0.5273257 0.6314152 0.45648734 0.57230459] [ 0.40335142 0.6510475 0.42490138 0.61201816 0.31361315] [ 0.37118255 0.45274717 0.41315505 0.69134983 0.49584795] [ 0.17771406 0.66877099 0.40032967 0.83149786 0.42844029] [ 0.70513313 0.4008838 0.46421189 0.35988745 0.33174721] [ 0.65307846 0.39838813 0.5165529 0.38896308 0.46394669] [ 0.76203647 0.56405096 0.36165045 0.49599933 0.33271294] [ 0.40900594 0.56778151 0.459136 0.49851036 0.46377482] [ 0.20060868 0.62842884 0.36260946 0.84685523 0.37449739] [ 0.18356001 0.51117377 0.39654709 0.86712713 0.45671874] [ 0.49766601 0.43495198 0.49998974 0.38333141 0.61052888] [ 0.5496314 0.42035479 0.61605456 0.78763329 0.4012877 ] [ 0.51875271 0.37566352 0.49031687 0.68999683 0.39433153] [ 0.23637482 0.65976673 0.31266385 0.794694 0.55343742] [ 0.24765239 0.62230704 0.49787848 0.80030298 0.56666267] [ 0.58487277 0.45535505 0.40137395 0.42481706 0.4478234 ] [ 0.4462768 0.49964957 0.51434139 0.6782245 0.43697519] [ 0.20230901 0.67487237 0.35149657 0.82781619 0.47157322] [ 0.48777774 0.51880355 0.55394624 0.54707289 0.50474833] [ 0.21564659 0.6918598 0.48333416 0.83001895 0.55552286] [ 0.54355101 0.52555519 0.46441728 0.59974484 0.33269071] [ 0.725702 0.43138867 0.61883509 0.27508327 0.48255869] [ 0.77197653 0.40713302 0.66349895 0.34078031 0.43624151] [ 0.74708617 0.39576849 0.65577502 0.32599321 0.44305437] [ 0.59391255 0.52577107 0.50654192 0.43739126 0.50772464] [ 0.28219561 0.5870524 0.58404569 0.76980328 0.62827693] [ 0.37558001 0.70636187 0.4065587 0.80481974 0.44306616] [ 0.28679526 0.49478817 0.47964104 0.82332622 0.56580939] [ 0.51353737 0.65791446 0.4079788 0.58212159 0.41682736] [ 0.54080225 0.57392012 0.39307178 0.4793986 0.49370097] [ 0.66203478 0.50312917 0.42548064 0.42588925 0.40555675] [ 0.5843799 0.62240314 0.50788339 0.53076891 0.59692353] [ 0.57752355 0.5865979 0.35418031 0.42277162 0.46802716] [ 0.5982513 0.42577008 0.36255854 0.51226202 0.49342041] [ 0.72336469 0.48123711 0.39008731 0.3391486 0.34708216] [ 0.32042789 0.69959182 0.39052148 0.7611476 0.5218161 ] [ 0.83442495 0.37985588 0.6235105 0.20609736 0.42566427] [ 0.12236438 0.46527352 0.43935711 0.8518462 0.61847408] [ 0.27037665 0.67600537 0.49423986 0.64463731 0.50957573] Progress: 31.0% ... Training loss: 0.583 ... Validation loss: 0.996[ 0.77038867 0.54254145 0.62788392 0.44063787 0.37252919] [ 0.65959543 0.62555573 0.41547597 0.45355559 0.49352799] [ 0.60184759 0.54994176 0.37092334 0.48225465 0.31225662] [ 0.65673403 0.60853016 0.52275655 0.55450736 0.47687608] [ 0.82460705 0.45576752 0.66276001 0.19724555 0.44290601] [ 0.57873494 0.5524171 0.58302102 0.53031003 0.41336579] [ 0.66082641 0.56740016 0.48496791 0.50444894 0.4164215 ] [ 0.65895265 0.51909598 0.48548395 0.35906268 0.44086751] [ 0.74926981 0.52229389 0.45361619 0.21929904 0.33793737] [ 0.89442034 0.33805346 0.69805183 0.18368795 0.38959512] [ 0.52542903 0.44052791 0.51351643 0.65478031 0.39861533] [ 0.68013126 0.54239019 0.53397036 0.4064211 0.56175081] [ 0.27164457 0.68908445 0.35772598 0.82423357 0.49556356] [ 0.66326591 0.4882689 0.656808 0.42864293 0.47734273] [ 0.66389627 0.44936203 0.50452018 0.56034509 0.40599754] [ 0.72445875 0.34377864 0.40545448 0.29394192 0.33143085] [ 0.51564445 0.48520144 0.51982453 0.43169962 0.51647636] [ 0.20946204 0.73242411 0.29247564 0.85256493 0.5875036 ] [ 0.4478715 0.39506016 0.52486288 0.59385268 0.53139035] [ 0.2034284 0.59122636 0.42989984 0.8421158 0.56960704] [ 0.62310945 0.53658092 0.41171044 0.68071425 0.49788342] [ 0.41088186 0.55695875 0.51181529 0.79438727 0.49588662] [ 0.20873689 0.6948754 0.47532472 0.82263548 0.68178593] [ 0.65999204 0.48461566 0.449714 0.29771351 0.45802523] [ 0.43042119 0.43435657 0.47988618 0.75552842 0.39263303] [ 0.38909359 0.67046501 0.54794909 0.61838372 0.5848799 ] [ 0.6361384 0.44759499 0.48951168 0.74462252 0.40286471] [ 0.57349933 0.53117522 0.39404448 0.41745891 0.40713983] [ 0.36157177 0.74489134 0.35812999 0.70543935 0.41947531] [ 0.92150508 0.39820035 0.5135385 0.16255156 0.29311371] [ 0.15538635 0.53008453 0.45808809 0.90724365 0.54276504] [ 0.55637522 0.62283989 0.31765694 0.56784833 0.38350996] [ 0.53772672 0.54848186 0.42716033 0.56195016 0.47037172] [ 0.42293706 0.59749068 0.41081506 0.59773476 0.42825211] [ 0.36794436 0.49689302 0.32951351 0.63984214 0.51876409] [ 0.76263892 0.36982421 0.49052932 0.29392323 0.40283277] [ 0.26784278 0.50154535 0.49247842 0.80920965 0.39270361] [ 0.74022287 0.50032062 0.5007374 0.24458788 0.42520095] [ 0.4419575 0.52273029 0.42933265 0.77205679 0.60124853] [ 0.35253056 0.44108829 0.4102052 0.6797263 0.3592654 ] [ 0.5496136 0.53938805 0.53799605 0.62931055 0.52136047] [ 0.62988816 0.50546352 0.41906368 0.75744482 0.40616895] [ 0.84692597 0.31805943 0.53033559 0.16614704 0.23938744] [ 0.77714415 0.42947698 0.61681903 0.29501341 0.34431724] [ 0.21301075 0.68645157 0.46611491 0.85236334 0.6344733 ] [ 0.17234105 0.60885806 0.42055255 0.80697408 0.54272567] [ 0.79420472 0.42533404 0.46424902 0.29270589 0.40212608] [ 0.53691164 0.4726643 0.58548967 0.39757972 0.49010912] [ 0.32150536 0.60667784 0.55846284 0.61622499 0.496679 ] [ 0.88952477 0.38464535 0.53311659 0.21962456 0.35815863] [ 0.19659363 0.51483019 0.40902071 0.84870763 0.58113497] [ 0.54934296 0.59395528 0.47075232 0.63317236 0.52494105] [ 0.29425822 0.48211972 0.45476073 0.89292397 0.47108503] [ 0.5708004 0.56992836 0.39452012 0.42538383 0.55055852] [ 0.68305032 0.58471365 0.47522824 0.54735431 0.39043325] [ 0.56817787 0.40708619 0.57642913 0.39955182 0.54341614] [ 0.67226484 0.43160311 0.5182964 0.25659501 0.40875114] [ 0.26511083 0.53277553 0.42511816 0.64648612 0.44566769] [ 0.80475358 0.51367041 0.54698766 0.48540626 0.37819048] [ 0.79855475 0.53151149 0.30880967 0.46358253 0.32017344] [ 0.43880038 0.62608095 0.4703924 0.74681919 0.42701551] [ 0.91139435 0.25206951 0.59378566 0.13442922 0.3799085 ] [ 0.75268432 0.41883966 0.6242405 0.23595019 0.40040971] [ 0.4217266 0.49314312 0.54344765 0.75590241 0.47025119] [ 0.70032328 0.32731443 0.66201661 0.3593535 0.35479807] [ 0.49636737 0.57003133 0.28113994 0.53156488 0.41289181] [ 0.60037711 0.60291071 0.48323793 0.32776639 0.4653347 ] [ 0.5586331 0.57966312 0.42256093 0.75985774 0.36742086] [ 0.5662382 0.47130062 0.49787479 0.64122361 0.49050597] [ 0.60535636 0.45134014 0.52523314 0.41617127 0.36953466] [ 0.55403865 0.53702078 0.44800515 0.5993135 0.35031223] [ 0.2382559 0.62160962 0.44983417 0.65338356 0.57448117] [ 0.82197029 0.44587878 0.50662353 0.3622863 0.42712707] [ 0.25521052 0.5495 0.4567579 0.90252949 0.59519179] [ 0.65534896 0.49220624 0.59248365 0.6185164 0.35301093] [ 0.65144131 0.64652057 0.40231526 0.53260357 0.39316187] [ 0.16153799 0.58681367 0.50437967 0.73753025 0.47365531] [ 0.45167035 0.46579484 0.60150949 0.3557688 0.58616444] [ 0.60044715 0.5874158 0.49173421 0.56422382 0.46204822] [ 0.67879333 0.41319512 0.3798946 0.33555373 0.41300797] [ 0.69626482 0.43782174 0.5038342 0.57103876 0.36328524] [ 0.74760302 0.41939627 0.56062458 0.32168089 0.43158752] [ 0.11979211 0.70435161 0.37560641 0.7278883 0.57025985] [ 0.57721677 0.5550803 0.37130369 0.72681966 0.41135761] [ 0.42843231 0.55628428 0.43554049 0.77053081 0.34200581] [ 0.32998117 0.66196947 0.43089448 0.74835844 0.52496891] [ 0.41784812 0.60249145 0.42800803 0.62019994 0.5540908 ] [ 0.85039527 0.44608981 0.55211881 0.25262617 0.34661175] [ 0.30140408 0.66836332 0.30659654 0.70101638 0.49976565] [ 0.64813366 0.39514646 0.45644727 0.42584786 0.56027014] [ 0.49355904 0.72229986 0.38948962 0.6762692 0.41600631] [ 0.44512089 0.54227836 0.43224615 0.54479805 0.47257005] [ 0.6360159 0.5689218 0.58900083 0.38875906 0.52280952] [ 0.31964468 0.58397414 0.50589988 0.67887164 0.54687712] [ 0.49026448 0.43428703 0.58444004 0.58869413 0.37292154] [ 0.79270032 0.33047863 0.56744201 0.20774206 0.43780378] [ 0.44680521 0.57619059 0.52573643 0.67957569 0.36082264] [ 0.76215957 0.40126943 0.59732349 0.30096118 0.42650373] [ 0.50905899 0.49742406 0.53582879 0.4201653 0.43036937] [ 0.43104435 0.45484384 0.46683888 0.78710328 0.44210364] [ 0.17048809 0.64104299 0.44569157 0.89139789 0.45024004] [ 0.64775102 0.41988238 0.46159772 0.32623282 0.34203921] [ 0.05104846 0.63806194 0.41106004 0.95483539 0.66265262] [ 0.25516686 0.46489164 0.56791737 0.76362292 0.62392114] [ 0.46833046 0.55073573 0.49323547 0.39759607 0.3898152 ] [ 0.75868139 0.36699664 0.65351107 0.16460489 0.52539499] [ 0.69578202 0.4493032 0.51363763 0.48652822 0.38544039] [ 0.57847356 0.47687402 0.50996391 0.61492058 0.48542572] [ 0.49826471 0.47338309 0.62019401 0.68278974 0.46780594] [ 0.32251163 0.55794356 0.47258012 0.69730757 0.52170287] [ 0.24394312 0.52810498 0.41759393 0.75479996 0.40759013] [ 0.18000505 0.496047 0.42727924 0.88916105 0.4311553 ] [ 0.32648417 0.44629947 0.49019185 0.86422088 0.46496059] [ 0.74305999 0.56256957 0.39799129 0.47500147 0.3426067 ] [ 0.47258545 0.44071509 0.4845867 0.67709477 0.50832977] [ 0.43735417 0.48257987 0.50763279 0.78617517 0.56387406] [ 0.70252505 0.43561267 0.50940945 0.27606329 0.47726596] [ 0.63918169 0.39109842 0.6596575 0.61995008 0.35596853] [ 0.64317619 0.44893434 0.4364666 0.41108821 0.44668048] [ 0.76470075 0.3965754 0.35287146 0.2869769 0.36676158] [ 0.90990199 0.32706487 0.66045752 0.11201455 0.3092719 ] [ 0.26618441 0.67434291 0.41968836 0.78475117 0.46604219] [ 0.33478021 0.61622269 0.45332072 0.62141156 0.38496149] [ 0.6234809 0.41607842 0.40297011 0.43323848 0.32039217] [ 0.60098104 0.4466084 0.49787003 0.34156383 0.42425283] [ 0.33507536 0.43694885 0.44390038 0.55711273 0.58791709] [ 0.37427537 0.46422456 0.40843157 0.8593128 0.44427188] [ 0.24694726 0.61980986 0.44450539 0.70629012 0.41266187] Progress: 31.1% ... Training loss: 0.583 ... Validation loss: 0.992[ 0.79215488 0.38880194 0.45523302 0.24295188 0.3043881 ] [ 0.64902109 0.37667401 0.61977785 0.41167744 0.40514369] [ 0.63537403 0.57462468 0.43385942 0.59944396 0.33490808] [ 0.51692352 0.42576288 0.65035486 0.40742779 0.54845211] [ 0.8238063 0.23846261 0.47182068 0.17020777 0.32201146] [ 0.79261847 0.4672575 0.53341452 0.30872939 0.36408743] [ 0.34085866 0.62492519 0.43072418 0.68854212 0.39881719] [ 0.30176935 0.57604952 0.54888921 0.76349141 0.5431446 ] [ 0.71060415 0.57559391 0.3763474 0.59534055 0.38826802] [ 0.66179804 0.36737332 0.64579345 0.40999387 0.36866679] [ 0.69985753 0.41307968 0.42249786 0.44330188 0.45995771] [ 0.72345957 0.4374169 0.51569007 0.39966843 0.44376962] [ 0.78432581 0.39768989 0.56385567 0.31745258 0.46870118] [ 0.57105554 0.56978497 0.39456408 0.42515701 0.55052024] [ 0.61842929 0.37214682 0.38432825 0.50293307 0.38847935] [ 0.43533084 0.52482456 0.48521244 0.66901418 0.36591194] [ 0.33401806 0.61776708 0.29570239 0.7203768 0.56556337] [ 0.47531295 0.44589175 0.66185045 0.62541429 0.49629227] [ 0.85117128 0.35147541 0.58448161 0.2240097 0.44763062] [ 0.67815394 0.42811574 0.51291318 0.34509741 0.51481851] [ 0.18462318 0.74968245 0.29814416 0.84604648 0.57840168] [ 0.4099914 0.66644129 0.3415813 0.79516918 0.49576926] [ 0.34475087 0.605119 0.62816383 0.73159264 0.60701538] [ 0.57004076 0.61516482 0.44729222 0.5124976 0.38774717] [ 0.41879267 0.60489098 0.36457981 0.65913173 0.48664272] [ 0.32590096 0.47829368 0.4523537 0.69384628 0.42143745] [ 0.42888792 0.44814762 0.43074613 0.48331449 0.38044062] [ 0.29089689 0.62123552 0.41598671 0.73001536 0.44380111] [ 0.14932758 0.68494219 0.43740898 0.80335736 0.56237955] [ 0.55354068 0.29707238 0.51260899 0.5217179 0.34219513] [ 0.31501577 0.51600326 0.41562572 0.63401525 0.70302479] [ 0.20049008 0.56270213 0.39426851 0.91030296 0.47981541] [ 0.86122481 0.40874867 0.56618967 0.11026653 0.32563143] [ 0.38191932 0.51883997 0.53543828 0.72780506 0.5014929 ] [ 0.58345326 0.47193001 0.49115497 0.55371631 0.35291609] [ 0.81852165 0.50565809 0.52935327 0.25610498 0.32570006] [ 0.83422238 0.33689144 0.53837428 0.36168644 0.44789163] [ 0.51464278 0.50788566 0.53855473 0.57335495 0.5345244 ] [ 0.83326957 0.36700699 0.60311654 0.14043958 0.34574735] [ 0.59900588 0.62897571 0.49030293 0.5725084 0.36222569] [ 0.31392851 0.65316039 0.32245057 0.72149036 0.5704804 ] [ 0.26111412 0.61285528 0.52834226 0.80691255 0.65450152] [ 0.61919746 0.64333429 0.59079485 0.44692177 0.49984923] [ 0.65268151 0.51741833 0.46242326 0.5462199 0.533547 ] [ 0.65157612 0.5384082 0.36669089 0.51234807 0.30049541] [ 0.41380411 0.60375292 0.49221695 0.75885551 0.34674865] [ 0.37293163 0.61411629 0.44894919 0.62685664 0.46118431] [ 0.40192538 0.40454555 0.60341388 0.6783647 0.6188135 ] [ 0.7897416 0.3738039 0.52007085 0.1418067 0.33075843] [ 0.7588642 0.4944202 0.52166137 0.44947821 0.41493927] [ 0.41895036 0.60914427 0.57953947 0.68525662 0.59303757] [ 0.83045341 0.47308636 0.51840581 0.46053813 0.37412787] [ 0.4334159 0.58121438 0.42499342 0.57089573 0.60182981] [ 0.83959579 0.41612323 0.63530999 0.26886323 0.35127586] [ 0.42141166 0.60239223 0.45886775 0.59352442 0.43542415] [ 0.34684071 0.61609342 0.5769595 0.60157289 0.527977 ] [ 0.76067662 0.27363234 0.57774203 0.25820796 0.42747804] [ 0.23341382 0.5979218 0.38865219 0.82842941 0.57303414] [ 0.19837915 0.48467123 0.38724688 0.5410671 0.7323941 ] [ 0.15474987 0.58479562 0.37204885 0.87248087 0.55539161] [ 0.76025953 0.35784847 0.49681732 0.29524895 0.41159714] [ 0.65235879 0.50204599 0.39274604 0.33682366 0.27968782] [ 0.56170736 0.394256 0.56783494 0.28603922 0.53290236] [ 0.43062473 0.53171031 0.4643305 0.66424835 0.4435426 ] [ 0.75255186 0.33741168 0.40171467 0.33998502 0.45064083] [ 0.35671842 0.57784162 0.45876648 0.61810648 0.43755494] [ 0.73273714 0.43765977 0.42950037 0.4350278 0.50370618] [ 0.14155187 0.6998 0.38963439 0.80892404 0.59097422] [ 0.73667366 0.44046168 0.66826416 0.40435043 0.44949467] [ 0.62367381 0.42494792 0.63537295 0.61923266 0.46741702] [ 0.76385281 0.4262765 0.60528503 0.25605516 0.49376342] [ 0.68175749 0.44888576 0.46340274 0.28406035 0.32510289] [ 0.60743252 0.54828126 0.49303552 0.49907635 0.54575156] [ 0.60650089 0.49894477 0.43779091 0.37706971 0.52830943] [ 0.37170645 0.38533399 0.52981797 0.76762335 0.53231227] [ 0.70993253 0.57092314 0.42669857 0.57680385 0.39305053] [ 0.57681737 0.64668503 0.41992934 0.64352248 0.43476905] [ 0.78072703 0.47640651 0.4326674 0.33951094 0.34470711] [ 0.32665791 0.60546495 0.40449262 0.62187358 0.43500869] [ 0.46366131 0.44701156 0.53648361 0.35379597 0.62047523] [ 0.79135474 0.33401874 0.66166259 0.27180653 0.43119405] [ 0.62368352 0.60792894 0.48354056 0.55523077 0.34746543] [ 0.67531285 0.50542352 0.44955971 0.51741876 0.44280295] [ 0.09689572 0.5974907 0.45308532 0.86880509 0.54874889] [ 0.40293913 0.46790291 0.58186995 0.61665571 0.58217502] [ 0.5920427 0.4481075 0.51605157 0.46892051 0.351394 ] [ 0.39914823 0.52140857 0.42369127 0.66012344 0.3870909 ] [ 0.59963268 0.44739207 0.52958997 0.45267561 0.55468511] [ 0.68495628 0.43397423 0.53806562 0.60411145 0.34455483] [ 0.46526816 0.38297569 0.444191 0.67824032 0.43920884] [ 0.18992539 0.65174336 0.46198119 0.77948964 0.53357468] [ 0.38230497 0.63953943 0.4750465 0.72029484 0.47519028] [ 0.39780896 0.44808336 0.4939528 0.70408468 0.42942594] [ 0.79928804 0.51078647 0.59189626 0.25787928 0.48847439] [ 0.51829118 0.58561143 0.62202664 0.53391976 0.58895754] [ 0.71068995 0.42673215 0.47926869 0.63579086 0.44347371] [ 0.45303414 0.55366522 0.32897375 0.72660257 0.513715 ] [ 0.59131036 0.52496748 0.51591882 0.4123215 0.48514061] [ 0.48332111 0.50603266 0.35603303 0.49507423 0.37972126] [ 0.49786321 0.68119581 0.33184967 0.66108598 0.43857943] [ 0.85013063 0.39472178 0.55759812 0.26899295 0.3489585 ] [ 0.80392498 0.35208901 0.53462438 0.23176858 0.4722279 ] [ 0.83379329 0.29444585 0.52248873 0.21496231 0.36500258] [ 0.46404498 0.44222232 0.60506288 0.77113731 0.47784343] [ 0.80899083 0.3270826 0.54374202 0.19586695 0.37121756] [ 0.5949633 0.5174751 0.46233973 0.36814566 0.4742821 ] [ 0.54281847 0.4082644 0.67222594 0.59409539 0.46523582] [ 0.63407761 0.55499827 0.41257277 0.36745671 0.4560172 ] [ 0.34788128 0.484458 0.60745776 0.75762273 0.46557473] [ 0.55187414 0.38405349 0.57924089 0.54924741 0.45964293] [ 0.64129487 0.52644295 0.66090501 0.48699492 0.46750121] [ 0.89169838 0.39980623 0.48485216 0.30773545 0.33464938] [ 0.65235879 0.50204599 0.39274604 0.33682366 0.27968782] [ 0.49929915 0.52594753 0.61208897 0.4670793 0.55182027] [ 0.34849308 0.46539818 0.49175047 0.79843315 0.46991309] [ 0.67820721 0.54441951 0.27775843 0.55723107 0.33376497] [ 0.84329257 0.43019132 0.62626198 0.20004421 0.46666558] [ 0.82298021 0.4695176 0.52903134 0.24791906 0.43531958] [ 0.52019978 0.59790316 0.51371818 0.53601926 0.48754098] [ 0.62311673 0.47881208 0.54896895 0.61961459 0.4048131 ] [ 0.30875894 0.56251704 0.38819949 0.61457902 0.436253 ] [ 0.62366323 0.54312316 0.43870988 0.59919479 0.33299122] [ 0.31232998 0.53777155 0.45122833 0.88580189 0.56818601] [ 0.87897407 0.43523195 0.49319599 0.21415352 0.35381678] [ 0.30772471 0.4752358 0.45317562 0.7270117 0.41489141] [ 0.24017535 0.62084342 0.52992758 0.79395315 0.43868752] [ 0.51639936 0.59610699 0.493474 0.54154597 0.40784351] [ 0.57770454 0.47207601 0.48814903 0.67437424 0.37255911] Progress: 31.1% ... Training loss: 0.582 ... Validation loss: 0.992[ 0.191175 0.67948304 0.48766459 0.66230378 0.57893011] [ 0.20782734 0.54113024 0.56993996 0.61348398 0.49397062] [ 0.54121452 0.58755502 0.46287312 0.68766197 0.58703829] [ 0.6008766 0.44297492 0.59555679 0.70707861 0.43202394] [ 0.27492714 0.54020381 0.43716371 0.7842607 0.61180405] [ 0.49654829 0.46844679 0.51724456 0.69667679 0.40758321] [ 0.65333169 0.43160625 0.46472096 0.39280025 0.37110091] [ 0.31312953 0.52323205 0.42990851 0.84712416 0.35681495] [ 0.82161187 0.37432413 0.65683058 0.20679166 0.39317595] [ 0.58544804 0.46741702 0.43832416 0.46055568 0.41900886] [ 0.56206758 0.41708881 0.45949261 0.35131655 0.45657096] [ 0.66785625 0.43917035 0.49671719 0.4750029 0.44920254] [ 0.49565262 0.49973068 0.46237901 0.62475863 0.53880533] [ 0.76893124 0.56721581 0.30737058 0.61394217 0.35782825] [ 0.34019034 0.56187666 0.52541438 0.64435121 0.59427142] [ 0.51453317 0.54666083 0.48961164 0.74938388 0.39521123] [ 0.34994975 0.49678219 0.59941478 0.5786839 0.67577228] [ 0.1792943 0.77399558 0.38467692 0.80106931 0.59615086] [ 0.36016634 0.57182538 0.5830106 0.50929482 0.42569226] [ 0.15054682 0.69750592 0.39738053 0.76442347 0.57534138] [ 0.52682345 0.41871657 0.46728242 0.44440126 0.38177386] [ 0.74870735 0.48812731 0.46206137 0.45122861 0.44840622] [ 0.54020106 0.60257381 0.65947106 0.59013276 0.51135911] [ 0.59579731 0.35435858 0.63616281 0.25352204 0.52555579] [ 0.23274155 0.66781957 0.52693787 0.63730933 0.66888055] [ 0.19477394 0.51562222 0.47529559 0.77780324 0.77505433] [ 0.70609693 0.37374761 0.58115301 0.52374494 0.39424221] [ 0.17966252 0.49879209 0.51207017 0.82078459 0.52547771] [ 0.23243795 0.68436929 0.43842874 0.71505005 0.46245115] [ 0.86506666 0.364569 0.57255207 0.19482826 0.41771793] [ 0.16369897 0.56020052 0.46155402 0.80186112 0.50861559] [ 0.38994102 0.7245843 0.42503459 0.79177746 0.54296939] [ 0.57350346 0.46314386 0.48313781 0.66195156 0.31326992] [ 0.76684377 0.42772287 0.44075876 0.3560524 0.3433108 ] [ 0.41015536 0.53054677 0.33604908 0.5613315 0.45935871] [ 0.28127382 0.48024221 0.41827984 0.9135182 0.52685148] [ 0.83847456 0.46975867 0.59437761 0.13943397 0.45739888] [ 0.54849058 0.36616275 0.52275003 0.35769487 0.48431593] [ 0.52845866 0.42641764 0.66561948 0.56333249 0.44437086] [ 0.18994035 0.65192333 0.46188751 0.77941307 0.53368725] [ 0.46911403 0.56438967 0.45528402 0.5928241 0.41918918] [ 0.32017889 0.67528553 0.57948368 0.74842424 0.436403 ] [ 0.2235845 0.68932644 0.34632255 0.78266994 0.4935334 ] [ 0.17704928 0.44923509 0.38810563 0.85917484 0.59195776] [ 0.29445896 0.54380926 0.3857525 0.59326423 0.61206222] [ 0.58553652 0.55133395 0.5541062 0.28875394 0.47792653] [ 0.74673692 0.39592563 0.65571529 0.32638383 0.44307875] [ 0.1720174 0.67456743 0.41346332 0.80460144 0.5790745 ] [ 0.49825731 0.51417333 0.5020206 0.79209232 0.39377126] [ 0.40145727 0.6520781 0.42441784 0.61284967 0.31400374] [ 0.91797464 0.29021048 0.54771487 0.13180082 0.31154947] [ 0.3514953 0.57080896 0.50079831 0.72127408 0.3847298 ] [ 0.5772753 0.40956769 0.68894299 0.34366594 0.51038354] [ 0.3644987 0.59916228 0.61885611 0.68345045 0.59360159] [ 0.42058223 0.4821842 0.46993228 0.48345809 0.45074527] [ 0.23326827 0.60625501 0.41637513 0.91339736 0.63157365] [ 0.6890526 0.49875559 0.49287732 0.3524372 0.33033331] [ 0.6613187 0.55695883 0.251383 0.50600019 0.32724287] [ 0.65327103 0.54916211 0.50627861 0.33777864 0.45940936] [ 0.33089959 0.61765735 0.51855822 0.85210281 0.47515633] [ 0.59813172 0.56703013 0.51938729 0.52599056 0.38809464] [ 0.57348284 0.4227789 0.52592137 0.52289243 0.36277967] [ 0.50404729 0.53470239 0.45620679 0.64176632 0.42547015] [ 0.14883993 0.60920385 0.49857242 0.91395339 0.57346499] [ 0.31913505 0.48395465 0.53379281 0.74801179 0.44200378] [ 0.85100847 0.29444162 0.56276952 0.12083848 0.31397324] [ 0.5594476 0.48217456 0.39700917 0.50768372 0.45422824] [ 0.61156373 0.38141516 0.63706623 0.28953822 0.57510992] [ 0.17162764 0.6655516 0.36126046 0.792238 0.46435728] [ 0.41349018 0.40704726 0.55542366 0.72857148 0.5564199 ] [ 0.50183632 0.54226295 0.43640855 0.49818134 0.33314676] [ 0.34493876 0.54550122 0.40689039 0.61920655 0.51346776] [ 0.81394344 0.3652462 0.55323573 0.41769096 0.41047445] [ 0.77950423 0.3525709 0.53596145 0.23735916 0.38097726] [ 0.42409085 0.55872652 0.49905132 0.28622748 0.39929867] [ 0.59972996 0.51031731 0.44797025 0.4185174 0.45771976] [ 0.32727652 0.64977355 0.33279939 0.58235399 0.49432334] [ 0.85255992 0.3659642 0.58838552 0.35754972 0.36400642] [ 0.18671019 0.53755 0.56298981 0.82445162 0.64631933] [ 0.28724163 0.63232976 0.58178092 0.69537917 0.45667383] [ 0.71574481 0.43507626 0.47056372 0.23627623 0.31952966] [ 0.7495589 0.46789705 0.57091049 0.32056359 0.39114518] [ 0.45638814 0.66785463 0.46650513 0.59678066 0.37237659] [ 0.48190968 0.4862892 0.59040032 0.58241673 0.63297089] [ 0.38230087 0.55595555 0.52606627 0.76461001 0.54033334] [ 0.58684752 0.42903864 0.45106351 0.4668189 0.26261204] [ 0.78433314 0.37034533 0.43982113 0.32335587 0.37552495] [ 0.62818143 0.4078228 0.61712163 0.29040889 0.50003571] [ 0.44552193 0.44767453 0.40273173 0.61446033 0.38728778] [ 0.64886247 0.50905541 0.43298008 0.45619107 0.54819239] [ 0.36263466 0.57844208 0.34581045 0.76287443 0.50433689] [ 0.71236073 0.47081554 0.47041991 0.32029811 0.30954528] [ 0.47187807 0.50509871 0.61697098 0.43620684 0.48610554] [ 0.33341424 0.51031958 0.41611124 0.75680788 0.37504074] [ 0.30458315 0.66408611 0.43929451 0.83116564 0.60095187] [ 0.91387609 0.37786587 0.42183624 0.29932444 0.26323848] [ 0.77201771 0.42348187 0.44504344 0.24309257 0.31146271] [ 0.75520486 0.37870217 0.62242088 0.21604748 0.44154748] [ 0.51890768 0.59745441 0.43432536 0.70931422 0.43538 ] [ 0.73243967 0.32833172 0.39504958 0.2524611 0.38123257] [ 0.31500263 0.56254636 0.51545749 0.76592191 0.46785501] [ 0.18731949 0.63287314 0.42894308 0.90966107 0.54826779] [ 0.85816292 0.36503876 0.61201081 0.12970556 0.38446498] [ 0.86729755 0.32049326 0.68594364 0.15112904 0.4020736 ] [ 0.29246694 0.72701107 0.25129684 0.77998192 0.49842067] [ 0.84032811 0.32639024 0.64803699 0.14663304 0.29908183] [ 0.72005981 0.2808388 0.45818493 0.31565408 0.38552012] [ 0.76114926 0.40501147 0.52168515 0.28019856 0.43887574] [ 0.82216913 0.38690859 0.45128746 0.37030351 0.30477307] [ 0.32606209 0.56043927 0.54742506 0.77566503 0.53592256] [ 0.51524398 0.54318352 0.3712851 0.67502743 0.46898448] [ 0.64682784 0.53363103 0.49601808 0.33432491 0.39479341] [ 0.24772421 0.5687539 0.52066609 0.82262944 0.51176457] [ 0.43169426 0.69707532 0.54129989 0.65454198 0.58561911] [ 0.58618528 0.58927394 0.42605106 0.3305193 0.41751155] [ 0.36896913 0.57631298 0.57296496 0.57879862 0.53609233] [ 0.78852917 0.33483282 0.50975052 0.35468118 0.36862628] [ 0.5581575 0.46270137 0.4773637 0.42923965 0.55640177] [ 0.45937467 0.44949045 0.43682796 0.57872887 0.40845538] [ 0.25050261 0.6709409 0.34111707 0.84455685 0.44828803] [ 0.43628928 0.48501695 0.46791701 0.70454742 0.63705305] [ 0.75127429 0.31986558 0.5098564 0.36423441 0.4809896 ] [ 0.66241473 0.31999691 0.54955041 0.35513805 0.3772825 ] [ 0.50692529 0.56923911 0.45862638 0.65813439 0.39466987] [ 0.51348169 0.63846744 0.44970258 0.59759352 0.46313951] [ 0.33251298 0.49415226 0.4891195 0.78907327 0.43733689] [ 0.69902928 0.45746685 0.36997275 0.5320404 0.52163727] [ 0.433066 0.66761264 0.47937629 0.5975517 0.51291726] Progress: 31.1% ... Training loss: 0.582 ... Validation loss: 0.992[ 0.48149803 0.45966881 0.52323942 0.65005855 0.34350963] [ 0.23353973 0.48505921 0.47874836 0.83548269 0.53221354] [ 0.43631803 0.46816209 0.45400165 0.77746128 0.44272585] [ 0.36535852 0.44011849 0.43738362 0.61849422 0.42232556] [ 0.118204 0.62793564 0.40428274 0.86873162 0.47260536] [ 0.19632534 0.61786377 0.35662752 0.65925008 0.47358294] [ 0.62289723 0.60270797 0.47926656 0.4552826 0.61394489] [ 0.57870093 0.46935404 0.47303608 0.67443454 0.30785398] [ 0.32354545 0.52659492 0.61524849 0.7759863 0.57143056] [ 0.80954528 0.23126149 0.61700646 0.24235671 0.48530357] [ 0.87077052 0.31982941 0.60605576 0.14242256 0.36217874] [ 0.71504891 0.35425196 0.57771494 0.30978846 0.38201752] [ 0.71921662 0.43341542 0.46798891 0.25783922 0.43553656] [ 0.85161936 0.3175304 0.62805584 0.18576271 0.45960363] [ 0.37565396 0.4926918 0.38737172 0.59644191 0.51712477] [ 0.70037504 0.35081462 0.63551511 0.2848769 0.41607721] [ 0.23855402 0.62442138 0.4942984 0.82347744 0.44048146] [ 0.47993125 0.48648296 0.54062503 0.55695606 0.38641378] [ 0.18758509 0.63155062 0.44529952 0.84929525 0.46514386] [ 0.13426265 0.5676955 0.42742349 0.80336038 0.55787958] [ 0.13530375 0.58815663 0.39917395 0.90844446 0.54618642] [ 0.19005223 0.581157 0.48942316 0.90209221 0.51145427] [ 0.41623568 0.4313284 0.52764237 0.71457575 0.48533263] [ 0.35565125 0.54655199 0.52361445 0.8183365 0.47262106] [ 0.33456939 0.61691392 0.43434564 0.68898236 0.39439499] [ 0.5820919 0.33861174 0.63088847 0.57516755 0.47452718] [ 0.57580089 0.48502218 0.40281548 0.46792809 0.38488424] [ 0.73841679 0.33175206 0.56232656 0.26745942 0.39636423] [ 0.5058058 0.57565994 0.45722618 0.62737191 0.36502951] [ 0.30142382 0.62853995 0.42905917 0.51125949 0.53692505] [ 0.51530302 0.5071341 0.52607048 0.5493971 0.43709373] [ 0.49405601 0.41756598 0.4043113 0.53445149 0.35517994] [ 0.89995049 0.32665117 0.47287136 0.18349382 0.39626025] [ 0.32711766 0.56529717 0.50346407 0.80502863 0.398132 ] [ 0.79441627 0.30943292 0.47403753 0.30203551 0.46592179] [ 0.74288097 0.41422798 0.4232143 0.45145475 0.47606351] [ 0.62567781 0.46601596 0.40381144 0.68332964 0.51924072] [ 0.70977593 0.46632603 0.44860575 0.38304525 0.42434041] [ 0.64699548 0.46229899 0.6366231 0.59187436 0.35985509] [ 0.35520632 0.61514158 0.3546556 0.61056115 0.42751517] [ 0.34490896 0.54075652 0.50326058 0.65194023 0.32385556] [ 0.79087776 0.26600629 0.5589453 0.29610555 0.4983147 ] [ 0.79937847 0.33126522 0.61671694 0.24965307 0.43366319] [ 0.17030196 0.45881992 0.40359468 0.88046025 0.57375935] [ 0.31425657 0.57953229 0.52266097 0.77819717 0.66095446] [ 0.7897048 0.38863955 0.51054918 0.25437303 0.39213205] [ 0.91227732 0.39892311 0.50708253 0.29143636 0.34434493] [ 0.4785724 0.48800662 0.53764627 0.608141 0.35369805] [ 0.68021386 0.48392144 0.40686815 0.3501037 0.37271993] [ 0.44446355 0.5556087 0.44474098 0.79858011 0.38333884] [ 0.79145295 0.36228504 0.62827686 0.37084273 0.39117182] [ 0.57269406 0.47996111 0.52586298 0.44174226 0.4234809 ] [ 0.72695027 0.59903562 0.41631467 0.49176017 0.34963492] [ 0.52120937 0.54286446 0.51689134 0.44158138 0.5105763 ] [ 0.75267925 0.51279269 0.59054487 0.46493627 0.35025534] [ 0.76324848 0.42491533 0.50878892 0.29210124 0.40832654] [ 0.45024563 0.60773068 0.38139156 0.67266691 0.36399553] [ 0.55915872 0.54271074 0.33346044 0.35135176 0.38812005] [ 0.32394302 0.68385446 0.40351591 0.66487766 0.45193544] [ 0.60815441 0.51141583 0.42318143 0.43431368 0.33853931] [ 0.37132261 0.525658 0.44354485 0.52051445 0.47713717] [ 0.74510698 0.40751382 0.4763115 0.27074217 0.44393499] [ 0.54232854 0.6318549 0.34282644 0.55924941 0.26570289] [ 0.21340877 0.57778083 0.38756638 0.85758564 0.52086594] [ 0.72575303 0.51261563 0.43075836 0.30030416 0.49720488] [ 0.68440886 0.46984075 0.63480978 0.3465537 0.42819484] [ 0.53597574 0.52202471 0.54790748 0.5684714 0.3732007 ] [ 0.0993283 0.6627843 0.54865099 0.77589366 0.55597205] [ 0.3108331 0.63233803 0.39109851 0.69566584 0.40497038] [ 0.54735722 0.46277547 0.52872554 0.65117493 0.32824546] [ 0.79260017 0.36692208 0.57646803 0.32520104 0.44049875] [ 0.42486198 0.50144533 0.55209682 0.53909674 0.53335807] [ 0.76098637 0.46677792 0.578041 0.32958235 0.44863054] [ 0.61140036 0.47046323 0.47480932 0.37661237 0.37623347] [ 0.77989426 0.43336 0.2943603 0.35385323 0.37361211] [ 0.54659317 0.5245618 0.49420611 0.4291702 0.43470011] [ 0.7159722 0.55639495 0.4622582 0.36277966 0.46336877] [ 0.29608455 0.55052964 0.29665095 0.85494287 0.56113904] [ 0.48296778 0.61569076 0.49029629 0.62126076 0.43096078] [ 0.32470938 0.52617657 0.37020335 0.46291168 0.55259781] [ 0.42064233 0.391374 0.44368658 0.58114475 0.57202596] [ 0.73883094 0.28590556 0.56790975 0.2891664 0.37193586] [ 0.93805328 0.35780886 0.535906 0.20602437 0.32639761] [ 0.67871606 0.41461033 0.44642524 0.34241773 0.25165086] [ 0.65807544 0.51964949 0.48524219 0.35947984 0.44107616] [ 0.89424895 0.36459991 0.49067164 0.16378757 0.27669711] [ 0.62575841 0.48720726 0.53750986 0.43576001 0.38390913] [ 0.68980812 0.46067089 0.53806202 0.49268473 0.43472682] [ 0.58536825 0.64328502 0.41924876 0.75056845 0.34792184] [ 0.45677999 0.51543844 0.3916894 0.59848107 0.39519018] [ 0.61407445 0.65432329 0.46950237 0.67397849 0.44472918] [ 0.8832954 0.25279496 0.62811077 0.2938386 0.36806038] [ 0.15847136 0.51628399 0.430437 0.8864934 0.6140098 ] [ 0.4551846 0.65681674 0.44577292 0.75355585 0.59743117] [ 0.68482248 0.43939197 0.55528178 0.32002552 0.37248143] [ 0.70037504 0.35081462 0.63551511 0.2848769 0.41607721] [ 0.82756871 0.50265892 0.50987081 0.36221045 0.45692736] [ 0.65637771 0.46276978 0.47876909 0.47289509 0.52055925] [ 0.31996443 0.46759578 0.59597955 0.66468063 0.45486314] [ 0.8425814 0.40505423 0.41156596 0.14466098 0.25891493] [ 0.60408912 0.41812014 0.59793378 0.67213738 0.43582317] [ 0.77704636 0.30458515 0.5819607 0.1984729 0.35991139] [ 0.6903431 0.57568603 0.51553362 0.58754567 0.33482725] [ 0.17959483 0.59404438 0.50742605 0.87369886 0.57575791] [ 0.9116702 0.33211622 0.61917284 0.12289619 0.36250671] [ 0.15019086 0.62380669 0.43615438 0.90813187 0.57325694] [ 0.31410355 0.5232463 0.5725261 0.82813458 0.4524697 ] [ 0.34420494 0.53969961 0.63434934 0.67676405 0.52135207] [ 0.86575688 0.43226411 0.59130708 0.20978181 0.39490665] [ 0.6256908 0.46238966 0.39630726 0.63628449 0.39428265] [ 0.50795344 0.5496956 0.47545685 0.37946503 0.50383929] [ 0.25251382 0.62820972 0.40566657 0.66021119 0.51822306] [ 0.4165252 0.53113631 0.53401358 0.71540454 0.42946226] [ 0.33812755 0.47834991 0.4840399 0.8332512 0.381875 ] [ 0.52738767 0.44703525 0.52404505 0.70233099 0.35889053] [ 0.45524191 0.46982163 0.51518303 0.62270589 0.35700701] [ 0.12111971 0.6464787 0.41563493 0.84188919 0.47184413] [ 0.63453001 0.3788304 0.57541218 0.68688881 0.42537435] [ 0.17478834 0.67796594 0.46529297 0.67549356 0.50139337] [ 0.33411967 0.56945092 0.55303744 0.67018746 0.64457417] [ 0.41391157 0.56813078 0.41414375 0.62767297 0.33719406] [ 0.21507981 0.45471332 0.54649683 0.72704951 0.52156579] [ 0.38986513 0.61479712 0.4309559 0.67040516 0.48688867] [ 0.55198981 0.6787111 0.45360355 0.6278579 0.47799173] [ 0.69343905 0.44180398 0.59859807 0.25445581 0.46180942] [ 0.69093016 0.30416606 0.40100427 0.33384557 0.50896785] [ 0.45248803 0.4598671 0.5452734 0.62449767 0.43626752] [ 0.84086217 0.46266106 0.53076327 0.36737165 0.39387759] Progress: 31.2% ... Training loss: 0.582 ... Validation loss: 0.988[ 0.44852875 0.41365433 0.54327208 0.5138979 0.55721591] [ 0.6646872 0.46287623 0.54200279 0.24169122 0.5126843 ] [ 0.83491769 0.4982781 0.57708843 0.25036959 0.45588622] [ 0.14163079 0.72135013 0.34791909 0.77713476 0.53281514] [ 0.73106478 0.438553 0.42915784 0.4361997 0.50400727] [ 0.64054156 0.42342516 0.45278982 0.45278356 0.38211186] [ 0.48178617 0.44929511 0.54616671 0.69978178 0.41574111] [ 0.42458119 0.67160904 0.44716182 0.54520487 0.44304772] [ 0.37140472 0.57349101 0.44769819 0.81851369 0.51255924] [ 0.66363354 0.54786823 0.38034066 0.36441355 0.35771833] [ 0.50196449 0.65483036 0.51037048 0.59902339 0.47945329] [ 0.56678881 0.35059577 0.45447816 0.64114781 0.39587926] [ 0.23704079 0.65793242 0.42128642 0.72146534 0.44985464] [ 0.58601753 0.58738391 0.44831982 0.68370044 0.31847608] [ 0.71799377 0.36970393 0.53347468 0.18326507 0.48811995] [ 0.54107481 0.63235567 0.34262738 0.55995726 0.26584907] [ 0.76663379 0.41255547 0.43041523 0.3888429 0.31316978] [ 0.51692135 0.56325943 0.31860852 0.67415981 0.34322375] [ 0.73571101 0.33372272 0.52030812 0.30391132 0.40240168] [ 0.78195848 0.42715953 0.54640645 0.27106001 0.45701752] [ 0.76308555 0.43358702 0.4721089 0.44133245 0.46413756] [ 0.59003563 0.47528661 0.56765173 0.69909865 0.42065036] [ 0.1129954 0.59055327 0.44036129 0.88220639 0.58945735] [ 0.68990948 0.4959368 0.5410027 0.29937002 0.55683405] [ 0.61996061 0.50918365 0.41801727 0.55243549 0.47929652] [ 0.32985117 0.62337075 0.46705966 0.65157918 0.42524366] [ 0.71318046 0.34618552 0.64292934 0.27306012 0.50669758] [ 0.68644508 0.41548955 0.53934403 0.34829589 0.28944627] [ 0.61148494 0.6156259 0.32185091 0.52675062 0.4289289 ] [ 0.87865292 0.44025895 0.41378237 0.15045292 0.35763655] [ 0.41610193 0.44229698 0.37634759 0.71939783 0.48142054] [ 0.22981036 0.51850014 0.55307202 0.7368047 0.65917169] [ 0.59636744 0.56325204 0.65025731 0.49593657 0.51064517] [ 0.40379444 0.61205837 0.40614104 0.56544367 0.56588456] [ 0.66644702 0.47622204 0.59173132 0.43970226 0.50422899] [ 0.3001013 0.46749463 0.51167807 0.80627753 0.50919532] [ 0.79187389 0.3673776 0.57627289 0.32574746 0.44066338] [ 0.73327312 0.38485819 0.38614889 0.33177729 0.36268209] [ 0.27005057 0.46205082 0.46418694 0.71408497 0.51502446] [ 0.54487637 0.44986351 0.32544482 0.54087689 0.29951419] [ 0.76251928 0.41983015 0.62822168 0.3523162 0.42259122] [ 0.20978183 0.62730698 0.3945791 0.90972805 0.44465348] [ 0.87694444 0.42719523 0.59631904 0.2337471 0.33992539] [ 0.492489 0.63357153 0.3353912 0.67737931 0.48908443] [ 0.79698612 0.47559975 0.56062424 0.33672167 0.42697108] [ 0.6933889 0.49202079 0.3986243 0.37420719 0.3639479 ] [ 0.88908648 0.34316246 0.51677083 0.19187607 0.31470211] [ 0.60220685 0.55589755 0.45776086 0.47136367 0.37476245] [ 0.36815008 0.6385272 0.50139701 0.60084295 0.42939928] [ 0.27541195 0.50904741 0.53803678 0.73431861 0.42808456] [ 0.74729481 0.46929197 0.57034482 0.32220594 0.39160257] [ 0.88725607 0.32652845 0.53321856 0.13378449 0.39248041] [ 0.75779139 0.56863519 0.41809599 0.3102207 0.37148491] [ 0.39705786 0.52337133 0.49336505 0.73360506 0.36607392] [ 0.79264571 0.36104283 0.5924742 0.26133974 0.4592921 ] [ 0.3612155 0.55020419 0.4287278 0.74693617 0.58663386] [ 0.81024677 0.39189337 0.50803397 0.36096335 0.38161893] [ 0.17436978 0.73663762 0.36255616 0.75368737 0.52587896] [ 0.56432058 0.43083827 0.55179132 0.75750213 0.42370959] [ 0.25282056 0.70481902 0.43283361 0.6737072 0.49815602] [ 0.70936889 0.5601876 0.48637418 0.43030208 0.44174723] [ 0.1711601 0.58819907 0.58637984 0.87515484 0.70282557] [ 0.32978244 0.58404876 0.52038209 0.83526869 0.42448548] [ 0.14066464 0.58922891 0.44672733 0.86207346 0.49112803] [ 0.76961515 0.45766936 0.50097414 0.20853078 0.38847433] [ 0.54227081 0.51727251 0.60919363 0.5211367 0.4203981 ] [ 0.62671527 0.65071965 0.47768812 0.51615906 0.39259446] [ 0.58327629 0.40454232 0.52688391 0.47004643 0.47796074] [ 0.39568907 0.59140102 0.4621947 0.59185728 0.66304377] [ 0.21999399 0.58997983 0.46365796 0.70906273 0.54721531] [ 0.24700682 0.67939785 0.44836549 0.74247695 0.38594279] [ 0.55267842 0.69634438 0.42567193 0.64696996 0.46284005] [ 0.54247528 0.5539224 0.55638289 0.47529357 0.58127384] [ 0.59983244 0.48976702 0.46220262 0.39996499 0.50256142] [ 0.44872457 0.63611513 0.48638628 0.66192759 0.3518312 ] [ 0.41569355 0.49744806 0.44666915 0.46290831 0.59015266] [ 0.33422208 0.51214163 0.50306933 0.74484824 0.37958894] [ 0.73554838 0.32128862 0.70742931 0.32308887 0.43533146] [ 0.1439308 0.59778956 0.44885767 0.85061784 0.56672608] [ 0.58748034 0.43143634 0.50613678 0.39591049 0.4918644 ] [ 0.8444718 0.3814963 0.63201306 0.19054434 0.3640219 ] [ 0.63226136 0.5008417 0.44140692 0.54122766 0.34857841] [ 0.67826384 0.56145091 0.46373452 0.38915247 0.41347727] [ 0.62703362 0.34754263 0.53142843 0.4240982 0.55246498] [ 0.34510777 0.68607772 0.44563653 0.77199021 0.46984497] [ 0.72133415 0.53182688 0.31557217 0.43482982 0.30033241] [ 0.83276349 0.30557784 0.54132159 0.24100463 0.45295934] [ 0.80386799 0.53943993 0.2839717 0.41997753 0.31795101] [ 0.53867585 0.47548637 0.53445183 0.7512334 0.40358217] [ 0.73628471 0.44075888 0.66815885 0.40459878 0.44958686] [ 0.24374729 0.63070662 0.52952891 0.85026025 0.51305926] [ 0.54374617 0.40569944 0.39245791 0.4805436 0.40284602] [ 0.91026124 0.32652446 0.60916499 0.10333747 0.28811374] [ 0.25710957 0.62371128 0.57294354 0.81690523 0.53475202] [ 0.46960462 0.43910942 0.42615676 0.80840872 0.45899607] [ 0.20171963 0.64925735 0.34347141 0.86121501 0.59715158] [ 0.65334022 0.5146651 0.31371365 0.40466899 0.38255672] [ 0.32065616 0.58558385 0.39049124 0.42413789 0.48630921] [ 0.30473026 0.60908712 0.54672833 0.7570964 0.50712349] [ 0.29586014 0.63785449 0.4825825 0.74388724 0.34196297] [ 0.54761648 0.50425694 0.45071541 0.41060169 0.55550435] [ 0.32299946 0.52693859 0.61510988 0.77624766 0.57155272] [ 0.32942752 0.54732261 0.4097256 0.74845553 0.39847048] [ 0.25744326 0.7002599 0.27552675 0.79959515 0.52752849] [ 0.52895358 0.48734637 0.51324227 0.44043157 0.39240826] [ 0.82433524 0.34082148 0.57359379 0.14161454 0.45782451] [ 0.14255309 0.69922869 0.38988592 0.80813598 0.59078557] [ 0.56379515 0.45662189 0.56883961 0.37538694 0.47302036] [ 0.58699428 0.59798513 0.60210488 0.45229363 0.52898187] [ 0.76015559 0.56523567 0.36121037 0.49743964 0.33306535] [ 0.29223197 0.50662765 0.51521673 0.85713382 0.58517182] [ 0.36997513 0.47655646 0.62076674 0.64155295 0.51817806] [ 0.83954661 0.38590222 0.60826871 0.34173704 0.42084639] [ 0.50115457 0.68642473 0.38975405 0.60053599 0.45159545] [ 0.7881334 0.41908776 0.46164345 0.36643501 0.42048069] [ 0.69025414 0.36613989 0.47466664 0.7381338 0.40582691] [ 0.09168347 0.69664911 0.47043661 0.90111584 0.53387434] [ 0.84635365 0.35016796 0.64445105 0.30393578 0.36435758] [ 0.50433758 0.51808344 0.42317479 0.62830741 0.58115671] [ 0.62585082 0.54174569 0.4574834 0.36773343 0.42033851] [ 0.70677267 0.46712523 0.60965726 0.22207499 0.51023062] [ 0.36681461 0.63490648 0.3159937 0.80224207 0.28298595] [ 0.83703995 0.40132057 0.56923028 0.25141263 0.32425664] [ 0.57165155 0.41254928 0.41823756 0.51556936 0.32029198] [ 0.55543585 0.47289485 0.44080393 0.52479897 0.41317173] [ 0.726267 0.327671 0.38302943 0.2713579 0.32381381] [ 0.84570554 0.30036672 0.60477114 0.18104084 0.40208329] [ 0.59951182 0.39035208 0.65256733 0.54317293 0.44713001] Progress: 31.2% ... Training loss: 0.582 ... Validation loss: 0.981[ 0.31495411 0.49005552 0.65567592 0.68522008 0.49126124] [ 0.73094461 0.53552821 0.57497606 0.56198964 0.38943453] [ 0.25801517 0.50832972 0.39152082 0.73692367 0.61638356] [ 0.8544243 0.43567705 0.54929572 0.17174557 0.39167723] [ 0.68629492 0.41260248 0.51711062 0.37223791 0.40244109] [ 0.83502417 0.51401295 0.49078554 0.34495883 0.37729943] [ 0.62073382 0.40497277 0.49873845 0.48489479 0.29229364] [ 0.19335667 0.68554353 0.33741912 0.71587403 0.45246556] [ 0.75722187 0.56901028 0.41793997 0.31062328 0.37161996] [ 0.42123996 0.67375126 0.38161602 0.79573889 0.4202141 ] [ 0.75582196 0.49980274 0.46063091 0.43127856 0.44603434] [ 0.45519202 0.49121552 0.57415374 0.64967912 0.4236159 ] [ 0.6846962 0.31538076 0.53158847 0.41497223 0.43235329] [ 0.74406862 0.62760284 0.53928074 0.50741133 0.41302182] [ 0.31670672 0.64168978 0.41690414 0.76170839 0.4903873 ] [ 0.48425385 0.61368813 0.55696401 0.74470035 0.5012488 ] [ 0.42823661 0.70162797 0.42434539 0.72723251 0.47140836] [ 0.37541889 0.66150456 0.4740955 0.70280069 0.46362417] [ 0.39591186 0.54046951 0.45374808 0.65295299 0.52897441] [ 0.87222626 0.3789989 0.56652656 0.1340336 0.34631724] [ 0.216882 0.57543131 0.5494761 0.84143914 0.50567098] [ 0.56805791 0.57388322 0.56484532 0.59377943 0.33858467] [ 0.60603346 0.49409742 0.45146796 0.33578614 0.33341521] [ 0.71676277 0.57080931 0.53512758 0.53588216 0.42237264] [ 0.59045897 0.43041327 0.55031747 0.314261 0.57489598] [ 0.46809114 0.41779378 0.39104596 0.78971921 0.39604543] [ 0.68169894 0.49850967 0.42504178 0.4263478 0.38432397] [ 0.60833907 0.4668219 0.37734495 0.62995636 0.3652215 ] [ 0.16320292 0.47568285 0.40644456 0.8980043 0.59576561] [ 0.75452524 0.51776909 0.41200863 0.32305843 0.30207484] [ 0.68620308 0.45692586 0.50562126 0.40480908 0.39610461] [ 0.29811472 0.60585258 0.54375087 0.83635645 0.57444399] [ 0.59512537 0.40372462 0.49340334 0.29385102 0.52176284] [ 0.16799758 0.48435103 0.57722985 0.90726263 0.6547105 ] [ 0.67520153 0.3124986 0.51970183 0.41768905 0.58058196] [ 0.58816629 0.49941793 0.47866068 0.35402125 0.54292289] [ 0.40381465 0.56125702 0.50526505 0.72046159 0.48910576] [ 0.53895751 0.62888265 0.43212397 0.45292517 0.44959053] [ 0.28653605 0.56695249 0.51886985 0.79036063 0.475289 ] [ 0.19531255 0.61405814 0.60647338 0.85613459 0.67126767] [ 0.75015739 0.36286451 0.65524693 0.38041816 0.46528312] [ 0.6361877 0.45042318 0.6047493 0.59156239 0.47637652] [ 0.37123216 0.47192111 0.50308379 0.58039123 0.53678373] [ 0.60477931 0.37723364 0.57318641 0.67875007 0.42528113] [ 0.37774549 0.51971642 0.51617376 0.5496213 0.52345424] [ 0.34196169 0.56969802 0.36018918 0.56775479 0.44340804] [ 0.20496929 0.64737871 0.49992919 0.86733957 0.63088252] [ 0.53535488 0.57216893 0.47343005 0.60022581 0.37582823] [ 0.67835795 0.50377409 0.37582132 0.36705321 0.36458728] [ 0.14403539 0.72065536 0.33669142 0.91971621 0.54315189] [ 0.26156733 0.50274373 0.46615502 0.82846046 0.53030447] [ 0.65609534 0.40027821 0.4389627 0.29955293 0.33121547] [ 0.4291579 0.49269716 0.40988652 0.83721241 0.4483945 ] [ 0.54401783 0.37279327 0.61548887 0.50452625 0.39058537] [ 0.40350666 0.48744489 0.38811034 0.4511055 0.49903893] [ 0.60462663 0.45968993 0.41875247 0.45604579 0.31949291] [ 0.79676347 0.47194958 0.51974175 0.26400157 0.43420066] [ 0.65834785 0.47886846 0.41688777 0.43473087 0.45008887] [ 0.65822597 0.47454181 0.45147713 0.33614647 0.30229214] [ 0.80881416 0.33740504 0.53974922 0.24504534 0.43214905] [ 0.7489679 0.33919965 0.57022047 0.26202822 0.44845189] [ 0.46243978 0.62310096 0.31493134 0.46705565 0.33483806] [ 0.76172465 0.33037695 0.52046949 0.29005506 0.33129544] [ 0.5139084 0.33151058 0.55891754 0.33759337 0.59243425] [ 0.45025348 0.45446137 0.47213547 0.60615904 0.41455913] [ 0.25543957 0.52599897 0.53761642 0.78702276 0.67184763] [ 0.75853016 0.48447317 0.50568212 0.2717027 0.40902898] [ 0.2595452 0.54042828 0.3956973 0.72936572 0.43223415] [ 0.52583306 0.63159175 0.26530018 0.71896715 0.30470357] [ 0.89413633 0.36462681 0.49067589 0.16384309 0.27666776] [ 0.50423602 0.46243462 0.43045755 0.6110833 0.4072692 ] [ 0.48360317 0.62259588 0.45791286 0.48796035 0.66299345] [ 0.8279526 0.34355649 0.71620555 0.13787235 0.4337038 ] [ 0.81015178 0.43178495 0.53632708 0.26597747 0.39626974] [ 0.2667255 0.53164042 0.49471986 0.74739533 0.43260784] [ 0.16264011 0.58230345 0.37726156 0.91931043 0.49425914] [ 0.69370409 0.56542663 0.65323138 0.49959847 0.44577673] [ 0.56808835 0.44560996 0.48484447 0.44558598 0.38717714] [ 0.42923907 0.56550904 0.43541214 0.55724031 0.48935411] [ 0.75046782 0.39914166 0.4774371 0.29453967 0.49973366] [ 0.37753699 0.60408133 0.53876986 0.63961285 0.47376796] [ 0.7397388 0.44967177 0.60860015 0.44735019 0.40437939] [ 0.23312633 0.55585185 0.51904737 0.72232882 0.54372381] [ 0.30355499 0.55665129 0.5863794 0.66823564 0.57378581] [ 0.83196736 0.40054952 0.55199835 0.21305092 0.29784431] [ 0.29421342 0.53643455 0.58695547 0.80735951 0.4605888 ] [ 0.41284088 0.68212969 0.36278094 0.6621 0.43806693] [ 0.73309078 0.56011731 0.63011636 0.43445375 0.42826979] [ 0.24580121 0.51495376 0.4523151 0.77573014 0.66124858] [ 0.7667155 0.41999203 0.59623993 0.26278897 0.48543923] [ 0.75498961 0.33464324 0.46294884 0.29670745 0.36565731] [ 0.70346983 0.46125138 0.45671035 0.37244228 0.408575 ] [ 0.55935792 0.44523861 0.38870624 0.4019701 0.48639852] [ 0.42409296 0.65141103 0.36894997 0.81463645 0.54872218] [ 0.76213423 0.46346064 0.63766778 0.16930621 0.413385 ] [ 0.36071246 0.57608045 0.57495934 0.78708634 0.45038758] [ 0.84740798 0.38707702 0.62083861 0.19177387 0.47301881] [ 0.54746083 0.57020009 0.35151806 0.49079923 0.45857423] [ 0.46856409 0.56015675 0.53367683 0.52935419 0.45035416] [ 0.50293768 0.58364529 0.54636322 0.53058664 0.41610549] [ 0.63294383 0.36884276 0.5725264 0.2481436 0.48407067] [ 0.59224114 0.49481192 0.69935925 0.48369848 0.47308862] [ 0.64063107 0.40097185 0.52329403 0.61373263 0.36781309] [ 0.44607417 0.52708686 0.47181672 0.45198208 0.49043807] [ 0.34973442 0.41169659 0.5609776 0.65734171 0.47014388] [ 0.34601761 0.46455784 0.46635223 0.6911791 0.64310056] [ 0.46906615 0.52301114 0.51219415 0.73250267 0.40797971] [ 0.41463205 0.59859841 0.4995434 0.46125112 0.61521791] [ 0.43624914 0.45558913 0.45843727 0.81442156 0.36469803] [ 0.6345626 0.46186041 0.57853872 0.46371746 0.42455545] [ 0.58578733 0.58001858 0.53590426 0.49946558 0.37685881] [ 0.54790092 0.37029869 0.45115189 0.69371995 0.45185108] [ 0.58319634 0.43818679 0.44387658 0.45719407 0.40088055] [ 0.19304157 0.59995566 0.4670872 0.67094707 0.51273622] [ 0.54324621 0.55380799 0.55641976 0.47486328 0.58126885] [ 0.31082534 0.50683516 0.39059174 0.63458386 0.55456333] [ 0.21764421 0.58685984 0.44494602 0.554585 0.56981547] [ 0.50051505 0.40648015 0.51035245 0.49597023 0.34058352] [ 0.55035696 0.52281137 0.53802067 0.50597247 0.38265755] [ 0.61503103 0.42527102 0.50227981 0.47783019 0.45425588] [ 0.47375626 0.55752182 0.4803699 0.51426453 0.54871157] [ 0.8969545 0.3742995 0.5197426 0.20151005 0.34101068] [ 0.85897937 0.51947443 0.5234425 0.29112405 0.35623004] [ 0.45011293 0.61062629 0.42901111 0.58107761 0.43393353] [ 0.65784961 0.46415429 0.49944038 0.15809892 0.5248585 ] [ 0.61255026 0.61537713 0.32193768 0.5260933 0.42886065] [ 0.63323194 0.58034391 0.46617423 0.38474974 0.52194144] [ 0.13589675 0.68111799 0.33603105 0.83602586 0.47980375] Progress: 31.3% ... Training loss: 0.581 ... Validation loss: 0.980[ 0.70651645 0.53046866 0.49581169 0.40183488 0.55480533] [ 0.23162509 0.52201167 0.50706637 0.68310006 0.55359202] [ 0.38140663 0.65053416 0.32750649 0.71189907 0.39756952] [ 0.72871216 0.56003481 0.51485154 0.35770751 0.59153491] [ 0.69319131 0.49241004 0.56686628 0.24005172 0.50129358] [ 0.62732762 0.53131594 0.39384017 0.50702809 0.3129667 ] [ 0.45200782 0.65065627 0.34826077 0.6125944 0.40996689] [ 0.75277695 0.5020107 0.35062953 0.43235092 0.42759998] [ 0.68739199 0.49636673 0.4151894 0.18611483 0.3358359 ] [ 0.87444157 0.44150953 0.5254001 0.19496644 0.35718618] [ 0.47242532 0.48245891 0.43879385 0.60801559 0.32948233] [ 0.57505815 0.47982729 0.40027408 0.75498141 0.40969741] [ 0.73639758 0.38993291 0.44299909 0.41571728 0.47280704] [ 0.43818873 0.39125309 0.61941348 0.70036057 0.3651792 ] [ 0.23220533 0.63261864 0.47736394 0.83891118 0.6361302 ] [ 0.58002834 0.4490935 0.40973819 0.50648731 0.44580852] [ 0.70727336 0.4668229 0.60977523 0.22192266 0.51009344] [ 0.65986287 0.48358881 0.68456918 0.4978954 0.42970428] [ 0.48234692 0.53755228 0.37843548 0.54004474 0.42315948] [ 0.61596096 0.40062141 0.45150096 0.52234661 0.55632321] [ 0.37379085 0.50023165 0.24488148 0.77749049 0.34619459] [ 0.50514899 0.5223217 0.5036126 0.42233625 0.42153426] [ 0.75251014 0.44829591 0.60898483 0.42241822 0.42588838] [ 0.73401622 0.42267872 0.57642759 0.38502125 0.4245469 ] [ 0.18147293 0.60377438 0.4517125 0.91149826 0.53933944] [ 0.37667931 0.58200866 0.38489581 0.43319269 0.41121829] [ 0.53461745 0.52011266 0.5130564 0.54089697 0.60866745] [ 0.51632549 0.50085462 0.41608351 0.66276801 0.36263506] [ 0.43028325 0.5109198 0.46764069 0.58092928 0.52699319] [ 0.59201 0.39852098 0.6063307 0.35959111 0.36069636] [ 0.37603813 0.49792064 0.69745257 0.72242847 0.54248956] [ 0.54394695 0.59633943 0.37548191 0.64389013 0.38854938] [ 0.45597479 0.68907129 0.36947325 0.65564886 0.35650342] [ 0.35872001 0.58360434 0.53708526 0.57341178 0.42200805] [ 0.68392614 0.47542364 0.53624896 0.42614986 0.52240712] [ 0.83304739 0.44885109 0.59708445 0.20415 0.42655467] [ 0.15075072 0.52399086 0.44738619 0.89766511 0.72108927] [ 0.59197345 0.48380755 0.5513186 0.6698531 0.44348861] [ 0.45095369 0.4948297 0.54151979 0.60315661 0.39639949] [ 0.59817784 0.55003169 0.44466105 0.45924332 0.40063279] [ 0.65364362 0.46067326 0.5835906 0.66352172 0.35279001] [ 0.84041911 0.34676968 0.67175417 0.15991478 0.36687563] [ 0.63310634 0.3466028 0.60347894 0.30465891 0.45693559] [ 0.49530352 0.66285298 0.46247773 0.51156384 0.52554646] [ 0.6675914 0.52179441 0.40495394 0.49313758 0.35846718] [ 0.29561851 0.59067064 0.38987796 0.77934134 0.57234495] [ 0.58341627 0.40709522 0.43040721 0.47927931 0.39482535] [ 0.50654422 0.65781784 0.44126048 0.68533802 0.40978059] [ 0.46576258 0.58927351 0.45351313 0.46794006 0.64743371] [ 0.32643646 0.52794661 0.58934035 0.79788587 0.42142132] [ 0.14406495 0.62735212 0.37193191 0.8949919 0.57860826] [ 0.34435963 0.45327245 0.52562639 0.85099201 0.58732686] [ 0.88344151 0.46318334 0.56297093 0.33914758 0.37604461] [ 0.51495617 0.45784894 0.49677785 0.77928581 0.46560161] [ 0.68848571 0.42305522 0.55870317 0.51936484 0.4500636 ] [ 0.74908632 0.61379513 0.54134537 0.4792758 0.40097849] [ 0.4191665 0.64570442 0.34754235 0.77649729 0.52803629] [ 0.5468633 0.48720059 0.5229354 0.75580928 0.41421572] [ 0.76450674 0.51249825 0.55505307 0.20334896 0.55386712] [ 0.78754705 0.3910201 0.59024039 0.20320623 0.45308879] [ 0.85776695 0.37170471 0.61482014 0.14649555 0.3125523 ] [ 0.61234547 0.38773159 0.50778264 0.41925231 0.40751937] [ 0.59608 0.47790709 0.52476365 0.37080077 0.62520363] [ 0.39709305 0.45695228 0.5847861 0.50939097 0.6443393 ] [ 0.50376978 0.52705782 0.50708961 0.74952312 0.36484466] [ 0.69478805 0.44999134 0.51335011 0.48719151 0.38566323] [ 0.40135301 0.55639117 0.52587922 0.67766955 0.38726577] [ 0.40818142 0.69301634 0.43265598 0.66359338 0.51256014] [ 0.34435963 0.45327245 0.52562639 0.85099201 0.58732686] [ 0.74279681 0.42985291 0.43185248 0.32961259 0.41525207] [ 0.61762259 0.4175892 0.65872158 0.51311281 0.46158744] [ 0.55528233 0.45230676 0.55897531 0.62692563 0.31519783] [ 0.24806225 0.65639766 0.26856345 0.67059233 0.43839836] [ 0.42697801 0.45735181 0.50404668 0.70370536 0.34911204] [ 0.20910533 0.72432526 0.42735036 0.83129885 0.40722896] [ 0.24468077 0.66120073 0.41980046 0.91807388 0.47028119] [ 0.66340132 0.61369889 0.37002275 0.52362551 0.38285231] [ 0.62375121 0.39316168 0.63986155 0.37391429 0.54448845] [ 0.49464571 0.65578819 0.37629619 0.64449287 0.41295243] [ 0.47596866 0.49786491 0.51009612 0.63459638 0.45768675] [ 0.51196992 0.42235397 0.31553004 0.74015878 0.47205732] [ 0.49188513 0.50811567 0.5193694 0.32039051 0.45364386] [ 0.26722353 0.55139357 0.57459908 0.77274752 0.52183905] [ 0.7493541 0.3968525 0.55668974 0.47968687 0.33414061] [ 0.7761784 0.48504273 0.43705728 0.30838047 0.4358175 ] [ 0.59242107 0.51477867 0.49753727 0.46682119 0.60447574] [ 0.51632549 0.50085462 0.41608351 0.66276801 0.36263506] [ 0.72472342 0.41131424 0.54859615 0.28160154 0.50250137] [ 0.26478574 0.59986718 0.49139745 0.83629369 0.51265809] [ 0.75670751 0.28892856 0.53859937 0.31835474 0.44117287] [ 0.69596783 0.54731154 0.50882123 0.4302558 0.45750639] [ 0.70149754 0.48917266 0.45521211 0.49601256 0.45888463] [ 0.09284735 0.58189557 0.45828139 0.92318612 0.57738861] [ 0.5797489 0.435661 0.33643392 0.47753615 0.49926111] [ 0.35650662 0.60797442 0.36748209 0.76905513 0.328818 ] [ 0.90568264 0.30617334 0.68905051 0.10866808 0.31835079] [ 0.77850843 0.35326743 0.53565756 0.23811735 0.38118257] [ 0.10532701 0.59095549 0.56600988 0.87410275 0.64097058] [ 0.74449541 0.57758075 0.61933163 0.42830512 0.4197328 ] [ 0.52280663 0.5282315 0.4613586 0.59998011 0.42855551] [ 0.63639737 0.43052109 0.50512541 0.37220693 0.38365227] [ 0.58140563 0.48998293 0.46649342 0.49716915 0.46595573] [ 0.28251085 0.6539512 0.36047961 0.74723834 0.47419807] [ 0.39350179 0.41242353 0.42606268 0.60692564 0.39844716] [ 0.69446819 0.44844365 0.65511286 0.43128706 0.33048969] [ 0.27243898 0.57628025 0.42583073 0.73243372 0.46061914] [ 0.22466649 0.72921725 0.41028419 0.69712533 0.53732125] [ 0.61983505 0.36962436 0.50798515 0.26376338 0.4560219 ] [ 0.59019533 0.34218767 0.53719216 0.53545606 0.36470309] [ 0.71475701 0.3706682 0.52588414 0.27069909 0.49944175] [ 0.81383671 0.44256078 0.54810173 0.15790996 0.37622131] [ 0.78443638 0.36748163 0.46517349 0.26644622 0.36381938] [ 0.32643646 0.52794661 0.58934035 0.79788587 0.42142132] [ 0.58110016 0.46007521 0.40882096 0.49844812 0.39578797] [ 0.58190672 0.36701112 0.56812849 0.71627112 0.403407 ] [ 0.32806362 0.61995513 0.40827806 0.497916 0.41883116] [ 0.47954177 0.59960052 0.5697097 0.65548596 0.49789034] [ 0.41113351 0.45216187 0.54646057 0.70599195 0.40073249] [ 0.24625844 0.54412578 0.47397033 0.79737696 0.44257803] [ 0.43326374 0.56940284 0.43860913 0.51134313 0.50723014] [ 0.72888477 0.44748755 0.37241603 0.40730508 0.46814616] [ 0.64996127 0.45367959 0.54168673 0.45726692 0.40072463] [ 0.61692342 0.48130291 0.56024628 0.58835092 0.36121786] [ 0.55168464 0.60748941 0.39935664 0.40554729 0.44221346] [ 0.6271344 0.54128262 0.45766164 0.36684722 0.42019948] [ 0.39979353 0.70093765 0.41167133 0.65613042 0.4027939 ] [ 0.41570454 0.49323162 0.47499206 0.80204788 0.45917658] [ 0.59501298 0.66924826 0.43925531 0.60002887 0.35716452] Progress: 31.4% ... Training loss: 0.581 ... Validation loss: 0.981[ 0.45919736 0.49685089 0.37649773 0.6623835 0.42179328] [ 0.48929343 0.69305028 0.46882628 0.6152649 0.40080026] [ 0.8406173 0.4386866 0.42633237 0.36863454 0.35741725] [ 0.48199786 0.45360023 0.41999999 0.40385801 0.46902423] [ 0.38295903 0.71719965 0.30274825 0.73098199 0.47571657] [ 0.30802156 0.53016072 0.50410835 0.59746929 0.62379543] [ 0.44837671 0.67245814 0.43039718 0.57368982 0.42444804] [ 0.74496251 0.40867106 0.49212664 0.28165338 0.4904128 ] [ 0.18720748 0.64343179 0.31264439 0.79478554 0.52369509] [ 0.53063248 0.41879542 0.48982263 0.43157771 0.43391271] [ 0.29226985 0.62289375 0.36530449 0.83928805 0.57286319] [ 0.39086997 0.58703935 0.46906852 0.61425175 0.68556739] [ 0.62396781 0.50558482 0.4417471 0.37979392 0.40419385] [ 0.81454859 0.55901014 0.50467584 0.32482033 0.45547959] [ 0.47758939 0.51153916 0.58096923 0.7170818 0.48871506] [ 0.75614654 0.43982288 0.53000633 0.34568601 0.4642304 ] [ 0.40825978 0.61943162 0.47426143 0.56126106 0.35069136] [ 0.60458695 0.28739705 0.53925294 0.36077589 0.48326825] [ 0.54887294 0.53155887 0.48216629 0.50637751 0.61021958] [ 0.73752138 0.33371868 0.57120587 0.22001827 0.51630073] [ 0.85262789 0.4240044 0.46230436 0.2202357 0.38905309] [ 0.34165969 0.51669329 0.44767847 0.58870305 0.62598317] [ 0.36204836 0.52942357 0.46636877 0.83444901 0.46242871] [ 0.85913424 0.3369247 0.48954838 0.32811915 0.43564236] [ 0.77437053 0.40103329 0.44135745 0.20387195 0.41756623] [ 0.61626864 0.40045756 0.45156799 0.5220866 0.55625806] [ 0.57257411 0.48815322 0.37626156 0.43174751 0.38172784] [ 0.74528814 0.47037087 0.5699144 0.32361185 0.39194292] [ 0.57547818 0.45712449 0.41015338 0.62055321 0.35624035] [ 0.54143012 0.52749799 0.58452619 0.43534243 0.40299438] [ 0.23419937 0.51256313 0.55423547 0.86072097 0.6503578 ] [ 0.6604341 0.59624209 0.37558478 0.55379979 0.25870293] [ 0.48368316 0.72556541 0.34278815 0.68942334 0.49238003] [ 0.39556167 0.54069191 0.45363496 0.65299215 0.52908822] [ 0.41539064 0.60255642 0.43246533 0.81454284 0.54912564] [ 0.45219733 0.59914687 0.29836369 0.75867406 0.52174547] [ 0.86429887 0.36700707 0.48990793 0.21694124 0.28388061] [ 0.45863895 0.63149733 0.46468181 0.61722234 0.37708671] [ 0.42054469 0.4643214 0.56097079 0.6913411 0.54779012] [ 0.52072812 0.59444179 0.47032307 0.68364299 0.42933591] [ 0.36160596 0.45230291 0.63138842 0.72006675 0.48114659] [ 0.46156242 0.43134918 0.6445194 0.3058255 0.68309942] [ 0.58535163 0.51795322 0.46408499 0.67132672 0.46255682] [ 0.83112192 0.52421098 0.61599867 0.3148934 0.4267665 ] [ 0.51624297 0.41038863 0.66090225 0.55491244 0.44916039] [ 0.62672194 0.59219328 0.40603813 0.55979203 0.37946045] [ 0.75510244 0.42093943 0.55672778 0.28360014 0.32891857] [ 0.60352663 0.49797436 0.48441232 0.36034644 0.51181135] [ 0.31401969 0.55538606 0.44393491 0.52694961 0.49243237] [ 0.27219806 0.60872519 0.48253628 0.65951427 0.55311304] [ 0.43610718 0.51833662 0.43017592 0.74743521 0.31388776] [ 0.51165111 0.53873901 0.44785173 0.49846783 0.41110508] [ 0.69868229 0.47762726 0.56625434 0.3303294 0.53578599] [ 0.59784925 0.42627133 0.54121936 0.73916004 0.47654065] [ 0.44197548 0.52088574 0.34301226 0.61200618 0.55206056] [ 0.38269592 0.49732966 0.58945344 0.72622992 0.43273859] [ 0.89181714 0.3875814 0.53542864 0.2697783 0.34064468] [ 0.22081978 0.46983488 0.42693451 0.8721848 0.54746491] [ 0.33990068 0.4075347 0.54396225 0.69150606 0.41925262] [ 0.79054063 0.35684276 0.57964345 0.22010298 0.44588333] [ 0.7218191 0.48779514 0.6689223 0.39079031 0.4485365 ] [ 0.65020328 0.45358005 0.44282949 0.37365533 0.36728171] [ 0.72571008 0.42580434 0.52992026 0.35437308 0.4719418 ] [ 0.35685132 0.5577249 0.47535095 0.53275794 0.65850641] [ 0.64557625 0.43947413 0.63074593 0.43697479 0.43480282] [ 0.26092068 0.52431515 0.46970765 0.80434574 0.40483815] [ 0.65189097 0.52058383 0.52573555 0.41388924 0.48004353] [ 0.71190786 0.31413098 0.54505083 0.32802503 0.41749546] [ 0.70772982 0.33736891 0.47704998 0.43454067 0.5001122 ] [ 0.52986657 0.62889342 0.44075478 0.49441786 0.28659538] [ 0.65977235 0.40461116 0.64029212 0.18010737 0.53746087] [ 0.72557117 0.49105899 0.50036746 0.26869723 0.37134718] [ 0.78449086 0.36743321 0.46518962 0.26633821 0.36380171] [ 0.14031942 0.47537306 0.39024641 0.88601173 0.5544251 ] [ 0.80953585 0.39238097 0.50781704 0.36142476 0.38177599] [ 0.31285108 0.47340305 0.63703328 0.7858474 0.55166456] [ 0.62195878 0.66174714 0.37543542 0.71864816 0.53181824] [ 0.54921142 0.58583859 0.3411007 0.61611795 0.29045937] [ 0.76436128 0.31686003 0.48183475 0.41019808 0.41260586] [ 0.6089515 0.60929716 0.31972686 0.58939414 0.29875988] [ 0.7571383 0.41704822 0.53785484 0.36071835 0.41942797] [ 0.6407615 0.64444692 0.36088922 0.50159727 0.42242654] [ 0.44321056 0.50528262 0.44481331 0.64245101 0.45188951] [ 0.63549056 0.47252281 0.46151528 0.51386276 0.50822429] [ 0.62403074 0.55985576 0.40429485 0.5476745 0.4095493 ] [ 0.62005744 0.40388744 0.50030618 0.50148344 0.47271984] [ 0.32064826 0.39294237 0.5015971 0.70485259 0.4763689 ] [ 0.72226571 0.39724559 0.46383367 0.52783165 0.31750124] [ 0.51391245 0.52318111 0.46120024 0.38248454 0.4155361 ] [ 0.12704434 0.62042935 0.52636808 0.87608733 0.47489053] [ 0.29257895 0.56997714 0.62619067 0.76095131 0.4634807 ] [ 0.79698005 0.46111287 0.53470104 0.25683547 0.39902797] [ 0.17239456 0.71063012 0.4237256 0.78867182 0.41241576] [ 0.31714431 0.6064666 0.42773524 0.60481712 0.38719866] [ 0.11976819 0.70494167 0.3752378 0.72758265 0.57070093] [ 0.37412986 0.57479012 0.54194228 0.7581108 0.51664743] [ 0.56231176 0.60786488 0.37391818 0.60564461 0.5009659 ] [ 0.72533503 0.32814038 0.38282146 0.27184575 0.32395632] [ 0.24498778 0.54611292 0.38008656 0.76935568 0.52242569] [ 0.54620454 0.5592399 0.4196743 0.49142568 0.44577073] [ 0.5165405 0.4279969 0.62988708 0.42364767 0.59677829] [ 0.68651167 0.5602841 0.43441311 0.58330496 0.46284955] [ 0.7724228 0.39438064 0.5292745 0.40591586 0.40401663] [ 0.51967637 0.57898243 0.37485315 0.60320346 0.34059254] [ 0.50550247 0.54198966 0.55902595 0.70933963 0.3891829 ] [ 0.35989914 0.46340971 0.52962043 0.55681347 0.52296432] [ 0.74428098 0.43541617 0.42812821 0.39284299 0.31097152] [ 0.62742307 0.62636382 0.46828695 0.49425012 0.38054146] [ 0.65360583 0.57132541 0.56285128 0.28760898 0.56717425] [ 0.48375854 0.56655715 0.54258878 0.5478482 0.50376205] [ 0.68205537 0.45186107 0.40088882 0.70854834 0.29731524] [ 0.37511659 0.61928296 0.44141633 0.62497981 0.54768143] [ 0.63784833 0.34962173 0.47279214 0.43889488 0.61535073] [ 0.60776103 0.4645829 0.46884223 0.34722291 0.40733145] [ 0.44204514 0.60440653 0.43492565 0.60590996 0.43955029] [ 0.51265788 0.65869738 0.40755821 0.58228171 0.41722827] [ 0.3799227 0.47318887 0.54866464 0.75072921 0.35070712] [ 0.72080573 0.42589223 0.51214624 0.25689366 0.37416104] [ 0.17112608 0.66636475 0.36085158 0.79241685 0.46479949] [ 0.6228416 0.46308029 0.50677079 0.74113773 0.35499435] [ 0.75385206 0.40836621 0.50036419 0.30451268 0.39294514] [ 0.91010335 0.32716363 0.40437972 0.20986603 0.37496907] [ 0.69854847 0.42972283 0.4972406 0.40807999 0.39980356] [ 0.72681732 0.332648 0.54792681 0.65499041 0.37172137] [ 0.42517016 0.47749187 0.52680176 0.59386543 0.51801149] [ 0.77906953 0.49646813 0.56682711 0.3391834 0.47880906] [ 0.33894501 0.7095796 0.33145573 0.80940708 0.47808683] [ 0.35851828 0.44380371 0.40994259 0.68592954 0.45260037] Progress: 31.4% ... Training loss: 0.580 ... Validation loss: 0.983[ 0.19414345 0.57404018 0.50922983 0.8098952 0.60898033] [ 0.64219201 0.41500386 0.56376138 0.32615515 0.33098752] [ 0.55869064 0.45696058 0.4758253 0.55909704 0.42033143] [ 0.57916739 0.6647693 0.33194407 0.51466694 0.462298 ] [ 0.51006979 0.54061413 0.5000238 0.2913412 0.37269914] [ 0.52067341 0.57235062 0.4623767 0.83990949 0.5117679 ] [ 0.47202163 0.47328532 0.41780367 0.37996979 0.47216878] [ 0.74169038 0.50134948 0.43267175 0.30338942 0.24867912] [ 0.56282415 0.64536823 0.46633017 0.54589042 0.38909856] [ 0.42126722 0.55378611 0.33227268 0.52014707 0.42701777] [ 0.13551031 0.59752867 0.53282648 0.81720692 0.40236149] [ 0.16386679 0.65732321 0.31922322 0.79292495 0.60210653] [ 0.35623974 0.59408018 0.51325835 0.62421387 0.4786932 ] [ 0.21623655 0.62258311 0.53576699 0.84245497 0.56468395] [ 0.17369963 0.61399629 0.36917678 0.90373562 0.55892317] [ 0.34001103 0.53729177 0.46373663 0.73977989 0.35627251] [ 0.18080229 0.7190998 0.31975669 0.83219888 0.56623879] [ 0.20343793 0.50625001 0.46597634 0.83459942 0.54665322] [ 0.53967664 0.43789655 0.50540252 0.51667122 0.55890402] [ 0.39831258 0.59674854 0.59637418 0.62550023 0.5509099 ] [ 0.66540353 0.47680469 0.59148138 0.44019249 0.50443963] [ 0.38580484 0.38207691 0.68705895 0.54734175 0.52798665] [ 0.51621705 0.55611805 0.53597787 0.62554778 0.3756392 ] [ 0.52029721 0.55417564 0.63063714 0.46343151 0.47776148] [ 0.53365358 0.5572021 0.41258044 0.51262745 0.30997996] [ 0.68283129 0.34714482 0.5606828 0.22821981 0.3973826 ] [ 0.21847757 0.64927292 0.34916397 0.796512 0.51039665] [ 0.41444244 0.45951304 0.5293165 0.63898916 0.60845295] [ 0.52824687 0.48639096 0.50634687 0.456308 0.46800519] [ 0.55198994 0.49511116 0.40895068 0.45577429 0.47834383] [ 0.5937311 0.41692624 0.38741856 0.4924286 0.54372185] [ 0.86303275 0.38318374 0.56226205 0.20190097 0.40808875] [ 0.58454853 0.57579896 0.34379062 0.53110834 0.50220399] [ 0.4097659 0.50038603 0.42914823 0.80215557 0.32238803] [ 0.68959745 0.47909097 0.5196097 0.3874577 0.39977522] [ 0.16575337 0.62228466 0.52989401 0.89390174 0.59406363] [ 0.65255003 0.52028633 0.52585556 0.41341168 0.47993904] [ 0.64703118 0.3820079 0.63735391 0.55199497 0.43942433] [ 0.24414739 0.52881738 0.41721754 0.75421545 0.40798756] [ 0.77731625 0.44072994 0.5372408 0.37779939 0.4773973 ] [ 0.55110902 0.51265784 0.4377311 0.64472729 0.59543239] [ 0.51826285 0.52057407 0.52881444 0.58213877 0.52740463] [ 0.5598207 0.44501271 0.38879693 0.40165467 0.48631561] [ 0.40012371 0.70091968 0.27586071 0.60290939 0.42986952] [ 0.19527819 0.66692814 0.31141993 0.73593978 0.55880066] [ 0.59583118 0.53508755 0.488695 0.32837588 0.43775734] [ 0.36159749 0.54574737 0.64589985 0.73757522 0.57119381] [ 0.42572597 0.59752093 0.51708353 0.51280473 0.37227029] [ 0.77201637 0.346288 0.3876313 0.40158317 0.31024492] [ 0.17778126 0.46891841 0.52196016 0.85638562 0.55469572] [ 0.56115238 0.47402394 0.53369146 0.58905342 0.52391479] [ 0.4724924 0.59751188 0.56729544 0.64333452 0.51052452] [ 0.67034967 0.40226075 0.4677091 0.48285688 0.36040061] [ 0.57597127 0.56664351 0.43004476 0.35901143 0.50363739] [ 0.58801196 0.55422688 0.57716352 0.41043299 0.42279721] [ 0.49784237 0.6111991 0.45922318 0.60738294 0.46438235] [ 0.52835028 0.42666962 0.47112353 0.49911476 0.27890724] [ 0.83357741 0.40052183 0.5499658 0.22320596 0.41674386] [ 0.24946197 0.64142602 0.32144459 0.77052669 0.49607634] [ 0.67183375 0.43567574 0.59560043 0.44095902 0.51080206] [ 0.1415232 0.72180213 0.34764058 0.77703659 0.53314671] [ 0.67181614 0.52286341 0.43039434 0.24904959 0.36048223] [ 0.32521987 0.44076915 0.44812921 0.72750148 0.45250874] [ 0.62879462 0.39435842 0.59535444 0.35742271 0.51407755] [ 0.79301942 0.41860478 0.60321357 0.32855981 0.46709611] [ 0.50999399 0.50643961 0.48204686 0.62798548 0.44507417] [ 0.46132043 0.60402614 0.56164556 0.57349026 0.44705025] [ 0.27800777 0.67474338 0.54290048 0.78309595 0.55745829] [ 0.59936038 0.41878958 0.59702797 0.2714949 0.4992421 ] [ 0.55494368 0.60264826 0.54392858 0.65608926 0.46321548] [ 0.6203647 0.39954999 0.56533977 0.43184301 0.47924296] [ 0.71984716 0.36393195 0.46965913 0.40039395 0.49077174] [ 0.43219259 0.61151363 0.46347426 0.76098375 0.51110925] [ 0.86105481 0.41547397 0.52327554 0.19678055 0.41302172] [ 0.66108724 0.36210839 0.65013373 0.57599697 0.36017882] [ 0.78212893 0.37160855 0.43927299 0.32498767 0.37593326] [ 0.37558484 0.5687103 0.40264096 0.77401156 0.47461452] [ 0.18080364 0.68607115 0.37877893 0.80653725 0.59873405] [ 0.15614303 0.65247599 0.43524031 0.81966955 0.59079687] [ 0.72209337 0.49585535 0.47396503 0.44277066 0.36216317] [ 0.54665685 0.39374846 0.67820008 0.33506518 0.53642503] [ 0.58251266 0.36587802 0.50643487 0.57036593 0.36336724] [ 0.51832541 0.53745872 0.57729613 0.53634828 0.49066091] [ 0.84722554 0.38804452 0.55269026 0.29116563 0.33462517] [ 0.4084958 0.65248842 0.334847 0.73151006 0.39670571] [ 0.20507724 0.60180607 0.46275798 0.87369378 0.64912705] [ 0.72535781 0.5128265 0.44091577 0.41254564 0.41062171] [ 0.75887499 0.34579911 0.56379246 0.17177026 0.48359045] [ 0.59289632 0.45132526 0.48087435 0.512032 0.39083223] [ 0.39997164 0.65824586 0.3541733 0.53210918 0.59259393] [ 0.44513665 0.54593589 0.47233652 0.55787495 0.37432532] [ 0.78073462 0.45400772 0.52391797 0.25797774 0.39294036] [ 0.2258887 0.5224263 0.42101381 0.81307366 0.65578039] [ 0.24860417 0.5283892 0.4984043 0.74764843 0.67435505] [ 0.47880834 0.46229841 0.64061379 0.70443617 0.35890285] [ 0.76612598 0.48934464 0.47584627 0.39302758 0.29915304] [ 0.29188921 0.64494669 0.42105669 0.69324716 0.47604946] [ 0.56393148 0.6590185 0.41032106 0.78084946 0.49350223] [ 0.59814323 0.51806964 0.52650042 0.47239296 0.60353283] [ 0.76369777 0.49781267 0.38852215 0.43065075 0.34128509] [ 0.25595708 0.55087679 0.42308022 0.72663973 0.49911242] [ 0.51740462 0.4244593 0.55237972 0.59888571 0.3502065 ] [ 0.57991792 0.44917633 0.40967961 0.50642347 0.44585967] [ 0.52020984 0.57335753 0.36585783 0.53875596 0.38389628] [ 0.50380178 0.62189018 0.46691479 0.53297387 0.4301316 ] [ 0.52421775 0.62587615 0.51111944 0.71297957 0.32627753] [ 0.27761384 0.51686714 0.30278229 0.89006146 0.54512148] [ 0.25341854 0.69594325 0.41579543 0.83168339 0.45947019] [ 0.32209338 0.49245039 0.46146011 0.71116995 0.49734586] [ 0.31455076 0.66907888 0.44288645 0.89676808 0.43559077] [ 0.41937209 0.55356275 0.40657388 0.61246007 0.50356933] [ 0.1517764 0.52321928 0.44767844 0.89728354 0.72086461] [ 0.71053033 0.37683005 0.34746859 0.41403411 0.31946894] [ 0.80154271 0.42121658 0.59084902 0.15508278 0.39576931] [ 0.17026863 0.43397307 0.40799954 0.82694423 0.45894549] [ 0.61826499 0.48621812 0.52634083 0.38910915 0.49096677] [ 0.09026032 0.47301058 0.43253733 0.93969335 0.62121592] [ 0.34728169 0.51399337 0.53087387 0.5500745 0.65621669] [ 0.81917502 0.45151184 0.58745129 0.35395092 0.3912544 ] [ 0.37694318 0.62611066 0.45620553 0.61028623 0.48309397] [ 0.67583394 0.46604344 0.55833749 0.36544587 0.5098989 ] [ 0.5542993 0.6171196 0.48060277 0.53278736 0.33978303] [ 0.63903401 0.39090211 0.43949264 0.77206028 0.4027376 ] [ 0.47312073 0.48223164 0.4388571 0.60761441 0.32942378] [ 0.13837064 0.61060138 0.44084394 0.78975534 0.61566322] [ 0.57013276 0.55504526 0.39014812 0.37793113 0.3607188 ] [ 0.63300844 0.47774179 0.68030554 0.37758728 0.41107671] [ 0.67142637 0.55708917 0.45419879 0.44448907 0.39407746] Progress: 31.4% ... Training loss: 0.580 ... Validation loss: 0.976[ 0.80491493 0.42015042 0.50234208 0.26913191 0.40729848] [ 0.80097743 0.45570806 0.58169356 0.25417997 0.41425602] [ 0.65704135 0.45730834 0.54061846 0.55459334 0.45949232] [ 0.18803396 0.71986934 0.39891505 0.84022521 0.57136343] [ 0.57481198 0.51174215 0.51453691 0.56205661 0.34277573] [ 0.70089785 0.42907303 0.42128941 0.30976335 0.36723374] [ 0.18186142 0.51163512 0.56043048 0.76786716 0.55378859] [ 0.50431274 0.54182361 0.47609302 0.60718766 0.43239046] [ 0.48289635 0.59793037 0.34161035 0.60107958 0.30542004] [ 0.16022235 0.63423949 0.49356114 0.80358685 0.55052958] [ 0.5772754 0.42790702 0.42573981 0.42457843 0.40732695] [ 0.46857461 0.54740924 0.39295925 0.61627935 0.5021476 ] [ 0.72669131 0.32134591 0.49395453 0.23906846 0.40771432] [ 0.58237044 0.41296264 0.54126335 0.52291714 0.42766496] [ 0.90548642 0.28660003 0.60655857 0.12979921 0.32799522] [ 0.35887471 0.49459638 0.46690517 0.80626248 0.47113413] [ 0.61435598 0.37444652 0.38337431 0.50514884 0.38930825] [ 0.69243264 0.54721019 0.51673752 0.511458 0.47637361] [ 0.56241342 0.61106397 0.28629767 0.44219362 0.43549181] [ 0.72327917 0.28005509 0.52139467 0.33568373 0.48651948] [ 0.47256211 0.66076217 0.35032095 0.77589781 0.44921913] [ 0.13372638 0.66553458 0.50692005 0.93293264 0.52952997] [ 0.88247009 0.33859047 0.56311964 0.16205557 0.38721941] [ 0.41556998 0.60281184 0.43235772 0.81438022 0.54923728] [ 0.46630918 0.49427611 0.51530168 0.45367735 0.57362578] [ 0.51951498 0.59853403 0.51341803 0.53635957 0.48778512] [ 0.74178568 0.3559041 0.46671248 0.46436984 0.290198 ] [ 0.60752515 0.44693142 0.55596359 0.48257778 0.50127821] [ 0.48453328 0.43757771 0.58303788 0.59193258 0.37406604] [ 0.76483928 0.279209 0.438946 0.35228475 0.33912387] [ 0.69813131 0.41387633 0.41969593 0.36538256 0.4304503 ] [ 0.39283501 0.4906966 0.48070272 0.54231729 0.56517099] [ 0.3979524 0.67549221 0.29631414 0.71744764 0.48132901] [ 0.22841322 0.77552632 0.33225903 0.86617716 0.39047202] [ 0.77948472 0.29533257 0.59804595 0.34005411 0.45681718] [ 0.8703929 0.46458702 0.56381548 0.33389767 0.38882074] [ 0.2946048 0.46738774 0.39496603 0.6760749 0.60834998] [ 0.56076104 0.3855802 0.6102337 0.315126 0.48140123] [ 0.53759934 0.48147647 0.49027607 0.59433548 0.28332501] [ 0.72608082 0.31078726 0.64398703 0.25665811 0.34745369] [ 0.52206129 0.36383227 0.64592448 0.3060678 0.65473424] [ 0.12031423 0.63011239 0.34119246 0.80151854 0.51590425] [ 0.2392718 0.5207076 0.54846727 0.8578189 0.62250197] [ 0.53730356 0.50153454 0.53875011 0.34701669 0.53481136] [ 0.5739989 0.59362799 0.39009855 0.52991179 0.42690059] [ 0.53264479 0.4295949 0.6559939 0.71685553 0.44602626] [ 0.3919713 0.68000856 0.4500714 0.63370073 0.48048281] [ 0.33349247 0.49378203 0.43234389 0.85008251 0.41072621] [ 0.56064396 0.61650545 0.36283478 0.77457832 0.35148046] [ 0.87697987 0.39420926 0.58474755 0.09649463 0.32912585] [ 0.65704135 0.45730834 0.54061846 0.55459334 0.45949232] [ 0.63897974 0.64222373 0.36037034 0.64480232 0.43847951] [ 0.79399907 0.46127229 0.40692473 0.27983276 0.35484377] [ 0.24010905 0.57827022 0.48945127 0.80835434 0.6141883 ] [ 0.7018548 0.56331907 0.403881 0.40726029 0.35609733] [ 0.56041655 0.35909929 0.51282929 0.69755498 0.48206877] [ 0.73511962 0.53410654 0.30236058 0.4718223 0.40471923] [ 0.74073791 0.41542182 0.50082605 0.28527485 0.31052637] [ 0.87957717 0.39680905 0.51440476 0.32092426 0.4136816 ] [ 0.69654649 0.42825098 0.42564977 0.46335435 0.54704224] [ 0.7592648 0.4363307 0.58152924 0.33922226 0.41548356] [ 0.6400753 0.45353843 0.44729321 0.39320175 0.36802232] [ 0.54126348 0.64459027 0.37059207 0.44818023 0.39956077] [ 0.47243515 0.56475738 0.38167577 0.56586486 0.42194881] [ 0.25339478 0.58880817 0.44838731 0.79224853 0.4619536 ] [ 0.82569976 0.491669 0.49621855 0.29871418 0.41666131] [ 0.56949363 0.46887645 0.51821206 0.51942322 0.59694471] [ 0.70211382 0.49085449 0.45498967 0.26997761 0.38507742] [ 0.39174863 0.65211946 0.42564216 0.73303592 0.41224974] [ 0.42773425 0.55080757 0.55026216 0.681711 0.58291725] [ 0.82552082 0.48827585 0.39308643 0.25969368 0.35728904] [ 0.71725819 0.39001012 0.54827362 0.35019602 0.39891197] [ 0.77708972 0.40669473 0.5811507 0.36387588 0.39374815] [ 0.6559075 0.48439158 0.53054881 0.73985308 0.36674273] [ 0.71180371 0.43557825 0.52065182 0.32975908 0.36312003] [ 0.63666463 0.44801314 0.48929182 0.74410247 0.40308189] [ 0.81685314 0.4855422 0.60085424 0.38836901 0.37976481] [ 0.35460725 0.60137833 0.43675962 0.79578312 0.45332383] [ 0.42099493 0.67414363 0.38139252 0.79534362 0.42046834] [ 0.19770034 0.69265126 0.32337651 0.76184155 0.43491055] [ 0.23222141 0.68518955 0.43797923 0.7150385 0.46290182] [ 0.79877967 0.33943777 0.64318866 0.18789489 0.36679414] [ 0.28206477 0.41393245 0.49737503 0.77508339 0.48802865] [ 0.24030794 0.70593272 0.39237549 0.86539206 0.56267508] [ 0.67492169 0.47009839 0.56867385 0.29250612 0.42724514] [ 0.36749093 0.53633919 0.64366788 0.60168809 0.56134811] [ 0.29400782 0.57145003 0.46929907 0.76172555 0.53821407] [ 0.30577204 0.4881283 0.57295906 0.65790549 0.62157813] [ 0.41900496 0.46040613 0.57685867 0.7128692 0.41029651] [ 0.84282084 0.44321936 0.5635544 0.28790456 0.40203843] [ 0.39027645 0.72487601 0.42482979 0.79129069 0.54320792] [ 0.51882425 0.40956149 0.44712576 0.70008563 0.31760325] [ 0.57081727 0.54408178 0.45517866 0.54914679 0.37610234] [ 0.40328469 0.52554495 0.51888596 0.52892261 0.38714447] [ 0.76079713 0.64067227 0.39042654 0.39027446 0.40134861] [ 0.49782411 0.53194411 0.36755214 0.45993823 0.44742159] [ 0.53429853 0.39523201 0.52446991 0.43649765 0.4624455 ] [ 0.34100027 0.59677453 0.57614011 0.66850693 0.52176174] [ 0.15162782 0.54534347 0.34974935 0.93922576 0.4303814 ] [ 0.67160341 0.41878354 0.49955564 0.39265535 0.54265438] [ 0.49422782 0.48084523 0.49858025 0.57039531 0.48756462] [ 0.26580133 0.50198039 0.39244502 0.86293252 0.54657527] [ 0.16428102 0.6708665 0.34692855 0.70374681 0.5009618 ] [ 0.79659331 0.35832105 0.55148707 0.22422731 0.2301028 ] [ 0.49982744 0.45932269 0.51708955 0.60879355 0.46208494] [ 0.13747376 0.58970513 0.45673014 0.86158909 0.60961578] [ 0.57940093 0.43254167 0.48783498 0.726223 0.39359728] [ 0.16020236 0.56550816 0.49258154 0.90664214 0.62770165] [ 0.3034956 0.60198165 0.52745314 0.57246459 0.43348817] [ 0.64474646 0.46332167 0.55700156 0.43578928 0.45740134] [ 0.65689337 0.57934783 0.49893855 0.5308598 0.33701957] [ 0.52753314 0.53413741 0.40875955 0.51702545 0.35393006] [ 0.51196671 0.48747278 0.5353261 0.71555518 0.39178115] [ 0.78364756 0.52169461 0.48274996 0.49022483 0.38459494] [ 0.23401145 0.64961217 0.52908636 0.92829761 0.58557811] [ 0.34521437 0.62639581 0.34095277 0.54775289 0.55048961] [ 0.90322614 0.32922268 0.53684765 0.18440571 0.31070717] [ 0.37625805 0.64102139 0.4595997 0.80638419 0.41751386] [ 0.66854152 0.5248987 0.49900578 0.28930369 0.35950333] [ 0.10681122 0.58952542 0.37054795 0.91566122 0.4973845 ] [ 0.63443982 0.37087605 0.49848973 0.36707174 0.49317787] [ 0.46851716 0.57665557 0.45165106 0.57894318 0.48245887] [ 0.40655012 0.59161317 0.4734958 0.51272022 0.55385927] [ 0.75988594 0.33348126 0.58547859 0.22750054 0.49144103] [ 0.3919713 0.68000856 0.4500714 0.63370073 0.48048281] [ 0.12688356 0.48032214 0.41356909 0.88834949 0.58807999] [ 0.48954938 0.42883774 0.46368533 0.62369116 0.47388213] [ 0.63603856 0.49894174 0.55196871 0.61678753 0.44934817] Progress: 31.5% ... Training loss: 0.580 ... Validation loss: 0.972[ 0.36757798 0.64314074 0.39139498 0.63915657 0.36034916] [ 0.77160436 0.3439138 0.60020686 0.22085282 0.41805523] [ 0.5249601 0.32756358 0.54694601 0.44022924 0.50094258] [ 0.49645954 0.66264709 0.4625347 0.51068644 0.52548129] [ 0.37867589 0.50843357 0.4377142 0.49721443 0.4675309 ] [ 0.45129155 0.68098406 0.32669577 0.66569999 0.46381764] [ 0.8205058 0.3168287 0.6448894 0.18953133 0.43925463] [ 0.51091109 0.61876988 0.51485774 0.70715591 0.43343876] [ 0.42319202 0.55960603 0.43412355 0.77245431 0.34316966] [ 0.25544753 0.49191517 0.53029194 0.76198028 0.52368706] [ 0.63239877 0.46200436 0.42687977 0.33839118 0.39580645] [ 0.47911062 0.44593146 0.46269762 0.5049887 0.51506253] [ 0.70303013 0.39092899 0.54457127 0.35798037 0.41880894] [ 0.82487441 0.52343865 0.49544759 0.26458728 0.33715321] [ 0.55976412 0.50180565 0.28636255 0.53918104 0.42562588] [ 0.12840969 0.51677427 0.55777083 0.77357765 0.64230023] [ 0.68311723 0.52167396 0.36232473 0.39032965 0.34609983] [ 0.58353191 0.5999947 0.55783385 0.51433881 0.52684039] [ 0.39934729 0.51347495 0.41137936 0.75387048 0.37740044] [ 0.59996443 0.46212892 0.52327109 0.4254121 0.5037675 ] [ 0.31150176 0.55265184 0.44154114 0.88846197 0.5214454 ] [ 0.17088017 0.61358292 0.45625335 0.82970619 0.40850899] [ 0.19498965 0.55783668 0.42707993 0.74728007 0.61605477] [ 0.12178747 0.7576608 0.3594978 0.88823078 0.51431582] [ 0.54750006 0.43885478 0.50864283 0.6508 0.32998385] [ 0.20667973 0.716726 0.40432034 0.7628302 0.54359855] [ 0.38001921 0.57285381 0.52619264 0.73440674 0.45639666] [ 0.56485526 0.61831038 0.41127515 0.64325864 0.38740515] [ 0.31609955 0.59018313 0.50293376 0.64500376 0.62980388] [ 0.78906406 0.40955544 0.58788779 0.28940381 0.46436861] [ 0.82103509 0.38324388 0.58671881 0.24816924 0.34332866] [ 0.51774276 0.48763426 0.41192854 0.6538396 0.3293328 ] [ 0.3701526 0.54231166 0.57135247 0.75968499 0.51061824] [ 0.84156118 0.33933577 0.42423328 0.21913205 0.45167822] [ 0.28840817 0.44467323 0.50805733 0.79467965 0.41770776] [ 0.26010793 0.65599194 0.46330925 0.87121134 0.32760816] [ 0.88657326 0.3659213 0.4985136 0.28431475 0.36050721] [ 0.60661612 0.33184379 0.45156212 0.36882348 0.47274703] [ 0.5466242 0.50883613 0.38595081 0.56791022 0.37407342] [ 0.80500128 0.40189749 0.50977758 0.30817538 0.41618337] [ 0.56328475 0.55478187 0.47249378 0.41202041 0.48203243] [ 0.71384452 0.38135791 0.41503368 0.24423895 0.3075033 ] [ 0.23995887 0.593702 0.52109576 0.85237744 0.6345748 ] [ 0.21977563 0.647047 0.39466728 0.84615192 0.45248481] [ 0.61987834 0.54895562 0.53805822 0.32235549 0.59171461] [ 0.53996114 0.37342286 0.46185356 0.33668962 0.52311474] [ 0.65865225 0.47023328 0.4907238 0.57002463 0.40239326] [ 0.53450364 0.44845202 0.45743084 0.51730035 0.51542947] [ 0.26287923 0.53357686 0.47054894 0.81154345 0.49523126] [ 0.26038055 0.602115 0.45519335 0.79093392 0.3528562 ] [ 0.10928072 0.57990847 0.6250065 0.88648596 0.74387711] [ 0.81829165 0.40989855 0.58099883 0.18207789 0.45247775] [ 0.18681462 0.56428244 0.4765395 0.91969707 0.60512544] [ 0.79089428 0.36791156 0.57604175 0.32611706 0.4408273 ] [ 0.62226977 0.48086207 0.60969615 0.42036928 0.4569174 ] [ 0.26121406 0.7275003 0.4332923 0.64456358 0.51758259] [ 0.55350873 0.68769159 0.41548463 0.58196229 0.45353034] [ 0.88916724 0.32093244 0.55769253 0.21504046 0.36579433] [ 0.53610791 0.49996764 0.37663661 0.52754171 0.52483054] [ 0.82507401 0.49453293 0.33674385 0.43601402 0.31305998] [ 0.77327142 0.45342552 0.56541059 0.42845463 0.40062777] [ 0.27482515 0.56442281 0.58482114 0.76719243 0.60238414] [ 0.70521713 0.52071549 0.5013818 0.48960488 0.54524744] [ 0.53093271 0.40999976 0.48311945 0.51556261 0.34899789] [ 0.80066289 0.29544086 0.64711517 0.17182478 0.37870159] [ 0.37248146 0.56957388 0.39433287 0.34456373 0.52574402] [ 0.76266353 0.42686565 0.60505405 0.25685011 0.4938699 ] [ 0.58764709 0.57459034 0.49304284 0.58832458 0.33271466] [ 0.2462891 0.62167711 0.38382412 0.7496745 0.60517118] [ 0.72664204 0.55862965 0.40981525 0.35351825 0.29596287] [ 0.13903954 0.57894193 0.48980536 0.80789419 0.58529325] [ 0.15430896 0.70526065 0.39548147 0.78407609 0.53436105] [ 0.66524864 0.40858311 0.58540877 0.38613072 0.54314626] [ 0.42875227 0.61334567 0.38383143 0.45121516 0.34869566] [ 0.30875554 0.69153627 0.49085192 0.73197214 0.46401967] [ 0.49364573 0.36594729 0.57665415 0.75393501 0.453724 ] [ 0.90269194 0.32339285 0.59828634 0.22133066 0.39139563] [ 0.56040318 0.55829264 0.55534847 0.52445704 0.3931457 ] [ 0.7154702 0.45502992 0.52625272 0.55475392 0.35273683] [ 0.29755874 0.65686832 0.46280095 0.61407501 0.41848383] [ 0.84717413 0.39716979 0.52771647 0.2413067 0.43288065] [ 0.37302772 0.54189621 0.38126525 0.4909868 0.44368611] [ 0.4672354 0.55217496 0.6638092 0.43724755 0.50452347] [ 0.42306609 0.59189507 0.50459833 0.64803148 0.48666784] [ 0.38536371 0.65382475 0.51712246 0.66235056 0.47129276] [ 0.67223731 0.46146662 0.33542315 0.61070941 0.36826297] [ 0.4234938 0.51722062 0.46752635 0.46684039 0.44894969] [ 0.53553382 0.50327166 0.58751864 0.60252998 0.33906005] [ 0.88657326 0.3659213 0.4985136 0.28431475 0.36050721] [ 0.54318315 0.367236 0.55488526 0.5873619 0.37430541] [ 0.64888176 0.44347189 0.57223246 0.68527 0.42806208] [ 0.64362122 0.61271948 0.4764201 0.27047055 0.43627774] [ 0.34186272 0.55242209 0.43456079 0.55493162 0.41099961] [ 0.73072563 0.40296822 0.59320443 0.22686622 0.47232764] [ 0.61454222 0.389474 0.44415167 0.54573873 0.54518398] [ 0.69503264 0.61561167 0.55947518 0.42308339 0.46505219] [ 0.77290981 0.49350585 0.49589373 0.3144022 0.37600147] [ 0.81470647 0.38022005 0.5305737 0.20207028 0.32120152] [ 0.7838668 0.330613 0.52345844 0.29354016 0.50510094] [ 0.22843057 0.58887779 0.44131826 0.85153964 0.34952457] [ 0.74189087 0.30239542 0.48126422 0.3486273 0.44690952] [ 0.48232508 0.60504944 0.39862576 0.7846133 0.51137961] [ 0.46614754 0.576293 0.54099051 0.53300848 0.51247946] [ 0.69126905 0.56668173 0.65273013 0.50130279 0.44625608] [ 0.67304096 0.59845583 0.45836912 0.39634655 0.37303546] [ 0.60455239 0.51725598 0.38489575 0.35997238 0.36120694] [ 0.76447318 0.27941318 0.4388436 0.35252683 0.339218 ] [ 0.69729658 0.38241933 0.52234404 0.21832248 0.40302102] [ 0.65240178 0.49498543 0.48404216 0.39166029 0.48571836] [ 0.75557494 0.3871943 0.56594471 0.39083169 0.33819214] [ 0.23457651 0.64294981 0.43554748 0.83121018 0.54858458] [ 0.40055798 0.55707464 0.43364172 0.76043817 0.48169483] [ 0.2166915 0.56520974 0.57658794 0.88025473 0.58880869] [ 0.44566046 0.57087231 0.42861524 0.60127914 0.45395598] [ 0.3443614 0.52317233 0.51206365 0.76512692 0.50939771] [ 0.5318899 0.64750653 0.43195627 0.65725698 0.43089852] [ 0.21693965 0.59451973 0.35288123 0.74811719 0.45992772] [ 0.18177481 0.49194088 0.45558774 0.75985419 0.46962538] [ 0.29309947 0.51929844 0.45837366 0.49321534 0.66096247] [ 0.88236857 0.48437344 0.55114508 0.33740598 0.35926481] [ 0.53501246 0.5201863 0.51300996 0.54056852 0.60869435] [ 0.40606683 0.40161782 0.46985514 0.4007142 0.51309847] [ 0.56407189 0.46475249 0.56386822 0.4149203 0.58842086] [ 0.65606401 0.405595 0.60099854 0.21562902 0.56578994] [ 0.77108333 0.52100336 0.56155734 0.32375923 0.47541027] [ 0.71341669 0.51872263 0.53680299 0.5074531 0.44115379] [ 0.47670011 0.56277277 0.56368386 0.48096695 0.35935254] [ 0.25225547 0.66247341 0.37982729 0.67331945 0.45529567] Progress: 31.6% ... Training loss: 0.580 ... Validation loss: 0.970[ 0.7990478 0.50557017 0.30152834 0.39137838 0.29999592] [ 0.27456221 0.72762113 0.3961419 0.83505322 0.38954445] [ 0.80800983 0.30815476 0.51547557 0.34342394 0.44353179] [ 0.35331885 0.46929707 0.56698907 0.81898084 0.49651899] [ 0.551034 0.30362585 0.52129422 0.633939 0.33642609] [ 0.139129 0.57918782 0.48970171 0.80790196 0.58538137] [ 0.67585065 0.50255349 0.5095448 0.36888271 0.48755367] [ 0.37682396 0.65853055 0.29385497 0.69244035 0.38706596] [ 0.46913028 0.61361602 0.49341657 0.51291052 0.4876314 ] [ 0.52182967 0.56353585 0.46767617 0.76157509 0.35848942] [ 0.55279555 0.49832977 0.39555445 0.67494584 0.2976643 ] [ 0.45023175 0.50218049 0.45411315 0.50086234 0.49543807] [ 0.22377052 0.45015602 0.39772458 0.50277703 0.72783139] [ 0.59681863 0.36886945 0.60834137 0.36553733 0.52154442] [ 0.83531324 0.39297521 0.48785731 0.31150278 0.43994917] [ 0.63181596 0.53655619 0.50064616 0.35133639 0.37371824] [ 0.69437809 0.45038085 0.51318352 0.48739066 0.38579058] [ 0.18320287 0.56464459 0.55738226 0.91002515 0.57365069] [ 0.54455355 0.64880238 0.44702166 0.67815185 0.42676635] [ 0.62346567 0.59780563 0.47854338 0.58336539 0.38545163] [ 0.41924715 0.68017332 0.37120983 0.71598546 0.47033607] [ 0.6189814 0.560172 0.57482866 0.46911172 0.52165337] [ 0.446777 0.38683361 0.44511584 0.69460815 0.44355584] [ 0.41645819 0.50426946 0.57088748 0.62465051 0.61889117] [ 0.87336836 0.35405099 0.50819531 0.19546238 0.32633573] [ 0.38502845 0.49561062 0.49923875 0.60501353 0.54264192] [ 0.64594509 0.40595874 0.66502783 0.54488504 0.46265631] [ 0.52895667 0.42063081 0.49563109 0.59219841 0.37122522] [ 0.76138628 0.44254582 0.46320968 0.20687684 0.33141486] [ 0.33677934 0.48815873 0.47120428 0.69214419 0.37495185] [ 0.57909249 0.49681092 0.42564067 0.5386872 0.4026134 ] [ 0.42547324 0.5701957 0.49989325 0.81393851 0.41233534] [ 0.15271677 0.58207647 0.460789 0.86518381 0.56953305] [ 0.68034393 0.39722859 0.62612067 0.55285305 0.44090118] [ 0.74461211 0.42535193 0.56643568 0.22306526 0.44000356] [ 0.39911553 0.65625842 0.35647513 0.78404494 0.62223408] [ 0.36533633 0.54811662 0.39288556 0.62841049 0.46081273] [ 0.57150938 0.42142339 0.38447712 0.60984288 0.36916833] [ 0.53014506 0.34939959 0.66766208 0.5288614 0.48489938] [ 0.58316945 0.64468283 0.41856574 0.75089532 0.34852804] [ 0.27632573 0.52850582 0.58764664 0.83524223 0.49287302] [ 0.61924502 0.3538423 0.49464829 0.43489045 0.45132095] [ 0.60933511 0.54901199 0.34978541 0.40256679 0.34707643] [ 0.32044454 0.54561235 0.56342206 0.72367505 0.51685804] [ 0.69963972 0.31773247 0.56524758 0.43124308 0.51075461] [ 0.73217422 0.44133378 0.45457441 0.40304452 0.54713496] [ 0.23687612 0.59077494 0.40596595 0.80880833 0.45453559] [ 0.48985753 0.5096732 0.51873372 0.32174458 0.45417439] [ 0.60296906 0.46067347 0.41833054 0.45683293 0.31983978] [ 0.25629382 0.4589331 0.5876731 0.5609329 0.48083876] [ 0.78784039 0.49725258 0.552754 0.23508468 0.38165375] [ 0.47394214 0.50587055 0.51114388 0.60898429 0.57128327] [ 0.58491619 0.5525367 0.41327213 0.37626974 0.5469854 ] [ 0.19567741 0.64013244 0.5362835 0.86374043 0.48413809] [ 0.46118215 0.53700749 0.52107816 0.45360125 0.56151494] [ 0.79197768 0.41930375 0.52800211 0.40470736 0.41342257] [ 0.67055547 0.47133782 0.48386399 0.35826247 0.48319767] [ 0.60819844 0.67947611 0.43388132 0.4982592 0.45519272] [ 0.41485794 0.41003202 0.48548689 0.81371934 0.38687234] [ 0.71962177 0.37715489 0.63465272 0.24204435 0.44745398] [ 0.54021711 0.62213849 0.41571554 0.63009367 0.40713706] [ 0.57425463 0.55424887 0.51352459 0.50461383 0.39442765] [ 0.61025778 0.53942807 0.4226407 0.67446113 0.50989701] [ 0.57509255 0.60700622 0.42686332 0.60052542 0.43163003] [ 0.82415199 0.36343849 0.62928288 0.20383936 0.36851912] [ 0.08190284 0.72146268 0.38547572 0.88131877 0.50463785] [ 0.52925255 0.64757727 0.36365335 0.64893137 0.42457267] [ 0.25676775 0.75601437 0.3220218 0.7955494 0.47137303] [ 0.74690524 0.34980546 0.6308723 0.47174783 0.38554065] [ 0.48570402 0.59084475 0.51141242 0.49545712 0.49920061] [ 0.2838251 0.54535809 0.5318828 0.74614263 0.35764007] [ 0.48260524 0.64572594 0.34145117 0.60149486 0.35160528] [ 0.44333353 0.62740655 0.28394085 0.44741386 0.47505016] [ 0.71545594 0.42127534 0.62816537 0.61578224 0.42198129] [ 0.19186546 0.57415259 0.52407457 0.82903078 0.43012001] [ 0.27334146 0.6182744 0.44152655 0.55812801 0.37959826] [ 0.84496955 0.36698295 0.57173635 0.18821277 0.42013758] [ 0.44963727 0.55359951 0.42284882 0.53981788 0.61112754] [ 0.35889424 0.54260139 0.4836829 0.87665427 0.44485232] [ 0.19493273 0.72266553 0.38069248 0.80555966 0.57303586] [ 0.30991013 0.68192752 0.47072283 0.74072584 0.53045916] [ 0.58894801 0.55383732 0.52656048 0.363576 0.31922503] [ 0.53609759 0.50827705 0.56075436 0.62025625 0.52064418] [ 0.49419885 0.51246135 0.56337881 0.77561412 0.49788305] [ 0.22166208 0.59517151 0.49018824 0.87692284 0.5205901 ] [ 0.85183036 0.29644743 0.42632408 0.32070395 0.3353592 ] [ 0.76917591 0.3482617 0.54216867 0.29158845 0.46549861] [ 0.67031481 0.48811987 0.33754765 0.47973376 0.40191358] [ 0.62982806 0.35363006 0.41812658 0.44054426 0.50971573] [ 0.37717016 0.50938596 0.43733643 0.49828866 0.46787968] [ 0.24032547 0.59134688 0.39011677 0.61162368 0.51069607] [ 0.18752989 0.73343361 0.31064955 0.82376468 0.49096897] [ 0.25979662 0.54105785 0.51356785 0.68777742 0.58864436] [ 0.81995853 0.34007759 0.50930334 0.23062815 0.31782847] [ 0.60049473 0.48539574 0.57150583 0.71674533 0.28505734] [ 0.59894785 0.57048275 0.62143751 0.40099143 0.43298236] [ 0.23068127 0.60633602 0.49971984 0.92229585 0.53012814] [ 0.4940042 0.48962118 0.48477457 0.74172872 0.34131641] [ 0.89737125 0.33192618 0.5612752 0.236178 0.40068947] [ 0.71389094 0.41084032 0.33192254 0.4528103 0.36722361] [ 0.21293134 0.65960411 0.50093045 0.87351027 0.62086725] [ 0.85921394 0.51932475 0.52346089 0.29077339 0.35616295] [ 0.14055692 0.72332131 0.34691577 0.77796279 0.5338987 ] [ 0.4779141 0.40554479 0.58441507 0.59584031 0.40004455] [ 0.65461992 0.59390308 0.4331687 0.42242153 0.36318925] [ 0.25680211 0.52106196 0.49474892 0.78224557 0.48337195] [ 0.60876068 0.43712456 0.46389638 0.40003932 0.31857844] [ 0.64924778 0.35038824 0.57232354 0.4685943 0.4049332 ] [ 0.43980286 0.63536111 0.44827931 0.78453036 0.39120613] [ 0.71415591 0.5608348 0.42827824 0.35947456 0.29353639] [ 0.4083882 0.61403278 0.51700765 0.68092418 0.45666821] [ 0.4048487 0.63107846 0.42916537 0.65108668 0.37922533] [ 0.83733031 0.37519496 0.43377449 0.21463014 0.26331054] [ 0.53157501 0.48317232 0.47756613 0.68539893 0.32252921] [ 0.83939238 0.30605596 0.44287144 0.26164905 0.34353411] [ 0.57765476 0.37699934 0.54241709 0.34713837 0.52946741] [ 0.71833776 0.51688876 0.38686835 0.43722113 0.45218474] [ 0.61175986 0.33805285 0.63242403 0.34800634 0.4517125 ] [ 0.29001699 0.62303263 0.4151577 0.73046821 0.4446134 ] [ 0.43162901 0.65345887 0.32949874 0.70245723 0.53004738] [ 0.37405741 0.48910082 0.53989407 0.76743212 0.50993839] [ 0.78651361 0.49381069 0.55682858 0.38218277 0.49851468] [ 0.63154456 0.46253882 0.42667202 0.33897222 0.3959857 ] [ 0.74804305 0.38190129 0.5580356 0.2726566 0.44546763] [ 0.49907512 0.50445233 0.44398814 0.57203146 0.54811451] [ 0.61688238 0.52450365 0.45758364 0.52091671 0.36576663] [ 0.49103412 0.44103723 0.47764149 0.64637826 0.39704003] [ 0.896024 0.33557936 0.65571323 0.15913388 0.33122547] Progress: 31.6% ... Training loss: 0.579 ... Validation loss: 0.974[ 0.14136615 0.62287934 0.37443794 0.91358144 0.50930086] [ 0.8056711 0.41325148 0.59232932 0.28353051 0.44763209] [ 0.12314829 0.60127351 0.43413892 0.88585378 0.547687 ] [ 0.41158974 0.47101074 0.55930558 0.63480012 0.38531695] [ 0.09539977 0.60676304 0.42348786 0.9430849 0.6120789 ] [ 0.56499453 0.43858171 0.55163867 0.5371602 0.50201711] [ 0.15804966 0.46396411 0.42230971 0.87679424 0.52615908] [ 0.682459 0.58372893 0.47834395 0.39859315 0.56305102] [ 0.53190945 0.52949759 0.46241979 0.52646441 0.3752428 ] [ 0.39995672 0.43009489 0.46689321 0.48628658 0.56336539] [ 0.5693171 0.37670608 0.54993901 0.44294734 0.39105829] [ 0.86369165 0.27691575 0.62988064 0.11746804 0.44856865] [ 0.48310557 0.55499378 0.53089307 0.7535977 0.50554741] [ 0.71400091 0.45186482 0.57538105 0.33010754 0.40245792] [ 0.39274769 0.68003856 0.45004118 0.63344536 0.48051961] [ 0.11958355 0.7060702 0.37469212 0.72820638 0.57126385] [ 0.81608881 0.32809026 0.64895735 0.1856379 0.35029979] [ 0.55892134 0.51458744 0.54641589 0.48914918 0.57238195] [ 0.19188929 0.73773336 0.34445313 0.83544307 0.59977799] [ 0.48924532 0.69360618 0.46854614 0.61548698 0.4010437 ] [ 0.24813665 0.65438872 0.36447229 0.75791259 0.44471902] [ 0.62310297 0.46326966 0.50668878 0.74110891 0.35505274] [ 0.21679823 0.62341099 0.38626857 0.85707156 0.66308671] [ 0.42197108 0.43518325 0.61706207 0.6902106 0.51412653] [ 0.34747897 0.65589192 0.34457976 0.74328787 0.47816621] [ 0.68938929 0.52559135 0.51499065 0.19096096 0.43100566] [ 0.41514878 0.5844375 0.47663636 0.61375948 0.47986519] [ 0.3054298 0.70738173 0.26238104 0.81741276 0.49393625] [ 0.29346125 0.57028253 0.62605342 0.76074559 0.46364428] [ 0.64489619 0.34481648 0.64098313 0.2537128 0.58415197] [ 0.13203819 0.54821441 0.51151475 0.81056726 0.5427057 ] [ 0.24079131 0.59234542 0.37336144 0.75187375 0.39637007] [ 0.74981641 0.33852087 0.58574279 0.22757393 0.34431807] [ 0.41762313 0.5293254 0.55228503 0.48651991 0.53921293] [ 0.22425965 0.56290049 0.43290099 0.8547658 0.51796531] [ 0.13171587 0.74701875 0.31405326 0.8360274 0.51927934] [ 0.47453886 0.50563365 0.51123059 0.60872263 0.57120385] [ 0.55127268 0.56950294 0.50499808 0.52224845 0.40854191] [ 0.17956927 0.49824832 0.42628263 0.8892539 0.43219114] [ 0.53225437 0.47838114 0.43746357 0.27626725 0.47875759] [ 0.28929767 0.57926622 0.44794428 0.79594098 0.38828592] [ 0.79517053 0.47798591 0.54662432 0.33792356 0.41343741] [ 0.76208846 0.42510913 0.46469347 0.33387967 0.36647607] [ 0.64655854 0.55407054 0.53552672 0.53449464 0.40229793] [ 0.7220865 0.52479286 0.32224351 0.26832779 0.30996653] [ 0.4057946 0.52389437 0.40256091 0.59360765 0.49368073] [ 0.34429549 0.67287859 0.38207197 0.72726151 0.37054732] [ 0.7201095 0.53026239 0.53874944 0.44388782 0.42725609] [ 0.19085317 0.70370464 0.33152434 0.87142198 0.47633619] [ 0.73838759 0.55749071 0.50396827 0.36316056 0.41916188] [ 0.27547364 0.42507683 0.51036429 0.78189152 0.70882764] [ 0.24307115 0.56005701 0.47216868 0.80947677 0.50393087] [ 0.83616868 0.43367243 0.39274595 0.33704908 0.29178951] [ 0.49645182 0.62146827 0.45135414 0.54577918 0.35485873] [ 0.73301354 0.56936236 0.50771415 0.41319146 0.37031564] [ 0.69034359 0.47121829 0.47864329 0.41156374 0.38667126] [ 0.66717796 0.6615746 0.45687296 0.49351235 0.3735657 ] [ 0.33479468 0.52524818 0.46682873 0.88116271 0.50592395] [ 0.49283329 0.58752946 0.3410549 0.51743988 0.38880223] [ 0.5693171 0.37670608 0.54993901 0.44294734 0.39105829] [ 0.50661557 0.51478855 0.50361303 0.64190808 0.4004566 ] [ 0.55768972 0.66657757 0.32337711 0.66310766 0.45912289] [ 0.80347809 0.40341836 0.5149043 0.30240319 0.4220884 ] [ 0.4507279 0.54481703 0.45051238 0.46711721 0.5215112 ] [ 0.69052255 0.42943935 0.55118793 0.57519686 0.37161439] [ 0.5454489 0.56341628 0.37318026 0.45174711 0.39012692] [ 0.44847275 0.61360349 0.51612217 0.58556988 0.42876542] [ 0.77078753 0.38261891 0.47933543 0.38135931 0.45297784] [ 0.71210797 0.59249561 0.46338762 0.43452783 0.37300654] [ 0.14204391 0.56291653 0.47599458 0.74236676 0.50806954] [ 0.46413012 0.52073798 0.56799062 0.41106232 0.60146218] [ 0.78705313 0.49315663 0.54764938 0.25935137 0.34380435] [ 0.76637092 0.31345813 0.49068726 0.21446547 0.35877954] [ 0.46709662 0.45904361 0.60256888 0.35081384 0.51478333] [ 0.55332185 0.45499545 0.50015317 0.52451779 0.53078645] [ 0.86974265 0.41126525 0.53255969 0.24643871 0.32670417] [ 0.25551637 0.63889298 0.44651224 0.69901039 0.52930425] [ 0.09941323 0.66535429 0.39006234 0.9245399 0.49355387] [ 0.39265425 0.49524646 0.36060679 0.49925954 0.36724224] [ 0.85900714 0.36840554 0.58413208 0.2992663 0.33772203] [ 0.22479647 0.70913966 0.39924038 0.87066062 0.57177461] [ 0.49907497 0.51853008 0.38503805 0.49609564 0.44369488] [ 0.67176826 0.41895733 0.49947919 0.39272834 0.54271315] [ 0.53268509 0.36935688 0.45241379 0.40732213 0.43233576] [ 0.5883204 0.41862195 0.54409511 0.53355194 0.50455396] [ 0.38884072 0.62885068 0.29803463 0.5743938 0.44169819] [ 0.20666244 0.62944662 0.44667824 0.83020797 0.57015484] [ 0.37837042 0.56571789 0.44722355 0.7728363 0.3838825 ] [ 0.61397699 0.50070893 0.38527657 0.39527275 0.32850261] [ 0.13535557 0.63759931 0.42623103 0.90686918 0.5438254 ] [ 0.36640351 0.61136666 0.43560182 0.7402293 0.39231615] [ 0.34429549 0.67287859 0.38207197 0.72726151 0.37054732] [ 0.79275374 0.3488428 0.47979033 0.19469889 0.30347768] [ 0.25361197 0.74056552 0.39265528 0.83178531 0.49052031] [ 0.63676016 0.45104936 0.47019941 0.36063338 0.43106217] [ 0.65791777 0.40803109 0.58193469 0.43186426 0.45865906] [ 0.60472105 0.59467051 0.53152027 0.31742876 0.58781874] [ 0.44123143 0.70133295 0.40423062 0.68237219 0.45502895] [ 0.38838923 0.66499204 0.39997877 0.60512543 0.51203858] [ 0.73323364 0.44281202 0.49313081 0.27243041 0.44376746] [ 0.51109985 0.56372472 0.4084197 0.50506017 0.47958256] [ 0.70023312 0.43457894 0.48668286 0.33755262 0.36312203] [ 0.21674249 0.58803709 0.44444522 0.5556694 0.57028429] [ 0.25422446 0.5628469 0.44070237 0.84581132 0.48145528] [ 0.47880146 0.51253807 0.52207335 0.76742353 0.53317379] [ 0.15801165 0.57842865 0.4286027 0.89863144 0.45238397] [ 0.20263415 0.52846682 0.47457493 0.65012015 0.5938112 ] [ 0.53252391 0.55973138 0.45175211 0.36200775 0.48064381] [ 0.78655898 0.41894784 0.38292104 0.39497404 0.43387087] [ 0.38702911 0.58835389 0.35554606 0.60983879 0.49555483] [ 0.26049581 0.558678 0.41421936 0.75723004 0.71737903] [ 0.88755603 0.2770127 0.676412 0.18434939 0.38330124] [ 0.14471271 0.66202994 0.52552227 0.93262005 0.63680049] [ 0.17779989 0.56607357 0.56420329 0.81536749 0.59079628] [ 0.38171376 0.54232418 0.50570652 0.66626651 0.63218429] [ 0.35474062 0.45868271 0.56224284 0.58615657 0.42110301] [ 0.57804539 0.56774679 0.44473765 0.60461295 0.38027917] [ 0.41670243 0.47632778 0.48435612 0.62594731 0.52320759] [ 0.40044614 0.55708528 0.33777506 0.71317594 0.44951639] [ 0.71723699 0.54067407 0.64422216 0.54014409 0.37571126] [ 0.22790049 0.60640137 0.31401956 0.65475342 0.48928677] [ 0.47974897 0.62354577 0.34641046 0.44834403 0.45125332] [ 0.74282571 0.38953518 0.54706551 0.6581813 0.38110509] [ 0.33577803 0.54724786 0.43905929 0.82309516 0.49979436] [ 0.3779859 0.62908382 0.37023856 0.70381732 0.41361983] [ 0.79112915 0.4138587 0.50077728 0.25879327 0.39586102] [ 0.68930954 0.37478167 0.37813871 0.51202352 0.26386085] [ 0.82027544 0.32947902 0.59155805 0.20084974 0.41750209] Progress: 31.6% ... Training loss: 0.579 ... Validation loss: 0.971[ 0.87088918 0.53258776 0.46886954 0.39465543 0.35572387] [ 0.69200488 0.5546746 0.4795356 0.46721791 0.37194784] [ 0.8416409 0.46884329 0.46597037 0.40903622 0.38850618] [ 0.11769986 0.63301631 0.42877875 0.88366136 0.46418833] [ 0.68889294 0.39544985 0.60850547 0.3972599 0.4603793 ] [ 0.77986825 0.48954783 0.36571632 0.3012507 0.39931292] [ 0.53365335 0.52406334 0.54703583 0.57004162 0.37395106] [ 0.64534924 0.34453327 0.64110417 0.25353608 0.58402151] [ 0.83610382 0.51124083 0.51095121 0.32590531 0.35634183] [ 0.2113436 0.67165907 0.39541565 0.76180606 0.54103723] [ 0.62271779 0.52747149 0.42927899 0.51189506 0.40695544] [ 0.22537676 0.54736854 0.5513902 0.7098161 0.68790285] [ 0.37855921 0.56726291 0.4432074 0.68164699 0.48977946] [ 0.44307945 0.55743616 0.48679315 0.54521868 0.38422333] [ 0.21142317 0.73714535 0.36883569 0.785458 0.50693033] [ 0.41414159 0.46201032 0.55063428 0.52557906 0.43498913] [ 0.77930374 0.4771669 0.43231741 0.3402625 0.34491411] [ 0.38494128 0.68065075 0.45089215 0.73386357 0.52065882] [ 0.34114391 0.58361247 0.5995057 0.71815789 0.47453007] [ 0.28599243 0.58624129 0.48717865 0.74892945 0.41028251] [ 0.71668988 0.49015337 0.4341041 0.4300367 0.38085769] [ 0.54031909 0.56228353 0.43190966 0.6208396 0.42554484] [ 0.51092782 0.55033436 0.51327953 0.54719917 0.44968404] [ 0.82398363 0.36323262 0.4402594 0.32293653 0.4113858 ] [ 0.45690577 0.44607464 0.56632761 0.54484462 0.49463577] [ 0.55325197 0.52736672 0.45029682 0.54833002 0.36439151] [ 0.36278986 0.55197897 0.45520715 0.55411392 0.48982266] [ 0.32122042 0.57867359 0.39320714 0.81655952 0.41585413] [ 0.5634229 0.56377303 0.4694806 0.60797599 0.34660794] [ 0.56063927 0.59106302 0.59807829 0.61949627 0.48020084] [ 0.61963816 0.52169362 0.58733597 0.43640339 0.39337574] [ 0.37958159 0.53145626 0.41635602 0.83906786 0.57086917] [ 0.41789122 0.63718321 0.38667665 0.67018403 0.36949798] [ 0.29890677 0.61420775 0.2827481 0.9259448 0.40216644] [ 0.73756425 0.39141767 0.4280782 0.24413597 0.39425928] [ 0.66847409 0.26989462 0.6050185 0.56705145 0.44708299] [ 0.38998758 0.54537813 0.4140888 0.78429658 0.46768797] [ 0.5780801 0.45031392 0.4092167 0.50737609 0.44628619] [ 0.32723976 0.57594264 0.50100043 0.68856142 0.58529942] [ 0.5467315 0.50326485 0.4412398 0.39294879 0.41714275] [ 0.42054777 0.43943153 0.48192398 0.72702603 0.46198027] [ 0.14934842 0.5026991 0.49843969 0.8670823 0.58441473] [ 0.29104346 0.55611304 0.4608848 0.87288344 0.58042603] [ 0.83854733 0.39755731 0.62225797 0.27990064 0.3728657 ] [ 0.15944694 0.57996416 0.39287717 0.79454504 0.52133235] [ 0.66508507 0.46633819 0.51280828 0.71450825 0.40561128] [ 0.35734487 0.40508657 0.58613485 0.47712672 0.60827433] [ 0.85285121 0.40323385 0.54455011 0.26891411 0.39172875] [ 0.67163477 0.41906071 0.49943665 0.39284196 0.54276169] [ 0.4122067 0.37419142 0.52665957 0.80190963 0.48764636] [ 0.76833322 0.56101698 0.4943823 0.40486014 0.37654314] [ 0.81363612 0.57001228 0.39889466 0.29252986 0.26239556] [ 0.61626253 0.63003715 0.40491246 0.60462466 0.44513027] [ 0.42441821 0.64639621 0.28959202 0.64689066 0.39556297] [ 0.70370851 0.36364261 0.60177487 0.55822602 0.37858076] [ 0.56322708 0.47791803 0.40242528 0.47118391 0.48834722] [ 0.18314917 0.55100855 0.30155971 0.84455398 0.50917835] [ 0.51029914 0.49105079 0.4418321 0.64257337 0.33799543] [ 0.60382395 0.66232667 0.36405523 0.71462271 0.32049885] [ 0.17350427 0.58691261 0.46885734 0.87489884 0.613737 ] [ 0.61640218 0.46111745 0.59233038 0.55714472 0.57204977] [ 0.82494759 0.23425298 0.58795359 0.23539866 0.41322869] [ 0.42815442 0.4570117 0.5901817 0.64965446 0.44085803] [ 0.64625384 0.55422977 0.5354569 0.53470987 0.40235589] [ 0.13392525 0.65192094 0.3951471 0.8954098 0.54948413] [ 0.86162966 0.33732767 0.59897707 0.15853517 0.42086947] [ 0.23927481 0.63172982 0.43266091 0.83528057 0.47046978] [ 0.71641821 0.33495097 0.39816768 0.31082675 0.46274838] [ 0.38648334 0.56092487 0.45952861 0.63225178 0.45664544] [ 0.71327245 0.36406781 0.58280173 0.33696395 0.47494744] [ 0.60983566 0.47685711 0.45355964 0.35416325 0.40488053] [ 0.65040115 0.44299993 0.57241909 0.68452903 0.4278864 ] [ 0.83268857 0.42463484 0.54881471 0.30232571 0.42675322] [ 0.48004427 0.39182001 0.66366232 0.63808916 0.51310286] [ 0.278103 0.5647975 0.53642176 0.84173394 0.47956718] [ 0.71244242 0.55237202 0.33097893 0.25652151 0.29271716] [ 0.20127169 0.47977933 0.44943163 0.90613588 0.64550407] [ 0.43302882 0.60281473 0.46234873 0.71285215 0.3442669 ] [ 0.51151628 0.45854068 0.5205105 0.52784654 0.44231508] [ 0.39643621 0.54061023 0.45366416 0.65252144 0.52909142] [ 0.72697027 0.50299268 0.52124089 0.60385158 0.38312022] [ 0.51640069 0.47143318 0.42222371 0.65979378 0.33801415] [ 0.55257892 0.49110164 0.49275407 0.69474108 0.3652906 ] [ 0.24019152 0.50368202 0.46578928 0.89386434 0.60934098] [ 0.4301924 0.43813728 0.58524042 0.72655522 0.38797412] [ 0.80681991 0.50225727 0.51383916 0.33618527 0.3288036 ] [ 0.41923459 0.62163275 0.37347874 0.51755617 0.31378388] [ 0.36109896 0.47273945 0.51336637 0.74845088 0.35270583] [ 0.52437492 0.50781858 0.4486907 0.61482629 0.36473376] [ 0.86377426 0.27674378 0.62996534 0.11745368 0.44846462] [ 0.68953189 0.58119247 0.53938372 0.54062079 0.43355237] [ 0.3898563 0.47061499 0.59895339 0.73942506 0.34649749] [ 0.42197606 0.67356925 0.44620351 0.54688234 0.4439381 ] [ 0.58545293 0.48921462 0.43571724 0.47408794 0.42921763] [ 0.68030002 0.6113489 0.44761305 0.38527095 0.42577307] [ 0.69737664 0.50412049 0.55885467 0.35141672 0.46900411] [ 0.34034512 0.5543025 0.56552916 0.65114869 0.53686901] [ 0.70370851 0.36364261 0.60177487 0.55822602 0.37858076] [ 0.17239183 0.72241045 0.48138599 0.87700788 0.68032248] [ 0.89158226 0.38826597 0.54625331 0.21971684 0.28156251] [ 0.22156312 0.42069128 0.56505161 0.76303608 0.60499111] [ 0.3806329 0.63702091 0.31737816 0.82588708 0.62270951] [ 0.41145544 0.60632688 0.49101745 0.75968291 0.34780127] [ 0.42240996 0.60593135 0.30420389 0.69840697 0.39208873] [ 0.50072871 0.42580308 0.62873278 0.51828167 0.38582169] [ 0.33253786 0.65043789 0.40225391 0.67637906 0.41352933] [ 0.73753294 0.38612121 0.58209224 0.24014031 0.41860904] [ 0.59593912 0.4496706 0.66838603 0.59420146 0.47624196] [ 0.29152594 0.52075554 0.45778193 0.49461221 0.66148615] [ 0.48234252 0.48204635 0.46042768 0.75753465 0.28865283] [ 0.60727257 0.35578256 0.47590112 0.44859403 0.46767707] [ 0.62047447 0.51307231 0.42492765 0.30499218 0.37933189] [ 0.15223866 0.54542429 0.50579612 0.87444322 0.53449525] [ 0.83008848 0.38091683 0.56464969 0.26535528 0.39914403] [ 0.53136701 0.41279737 0.51778775 0.38176301 0.56682946] [ 0.61188536 0.54304734 0.53938102 0.47924238 0.50589842] [ 0.27001644 0.53191237 0.50183567 0.77031732 0.55901364] [ 0.64279839 0.53854498 0.56857932 0.45436447 0.41876053] [ 0.26035017 0.44414071 0.61291697 0.67745757 0.63897742] [ 0.50067456 0.49878768 0.46269803 0.62152067 0.53866153] [ 0.35127484 0.68794819 0.35199065 0.78731608 0.46133685] [ 0.8538634 0.46856194 0.44908433 0.2197729 0.4061455 ] [ 0.74463929 0.48189588 0.63452659 0.20948474 0.50683974] [ 0.42240996 0.60593135 0.30420389 0.69840697 0.39208873] [ 0.37501332 0.42236147 0.44371871 0.5555768 0.481121 ] [ 0.53670192 0.51189324 0.47257663 0.38159005 0.35440007] [ 0.34634238 0.50146122 0.43341376 0.67089376 0.34167487] [ 0.38594157 0.55267084 0.31854619 0.64172287 0.42391071] Progress: 31.7% ... Training loss: 0.579 ... Validation loss: 0.972[ 0.54841588 0.31269889 0.46723238 0.55503694 0.38608338] [ 0.33176272 0.60117784 0.45638207 0.83038157 0.4968193 ] [ 0.59576484 0.36748151 0.57089292 0.64681659 0.40019519] [ 0.40013572 0.5391415 0.37194135 0.53112164 0.49249974] [ 0.26851563 0.66938153 0.37488204 0.65461586 0.48647086] [ 0.22472306 0.6303862 0.45057024 0.91307528 0.56481516] [ 0.60873725 0.56678292 0.53413363 0.71803195 0.44075443] [ 0.58564749 0.62238157 0.50783314 0.5299772 0.59699785] [ 0.31148816 0.53882564 0.53177692 0.80576169 0.52596656] [ 0.62863189 0.3901055 0.44613282 0.55808376 0.2775334 ] [ 0.15484161 0.59217765 0.539975 0.89582909 0.65640984] [ 0.81099654 0.48333997 0.35603141 0.46397885 0.24219542] [ 0.23377283 0.57795603 0.46482203 0.81984981 0.39867587] [ 0.28917412 0.58524778 0.51464439 0.85899929 0.55866194] [ 0.2147861 0.71274629 0.24581311 0.853236 0.44718792] [ 0.28447529 0.57309403 0.30843727 0.88030573 0.39588981] [ 0.59278927 0.39024306 0.56973969 0.48442565 0.46087572] [ 0.28787133 0.52063512 0.49658423 0.82474055 0.62921833] [ 0.37233919 0.58539696 0.38349835 0.80081953 0.52282855] [ 0.13747043 0.63362176 0.45259726 0.60713646 0.66388984] [ 0.28719082 0.73104399 0.28216836 0.82637671 0.53458848] [ 0.20847844 0.55438883 0.51909173 0.8892344 0.51491669] [ 0.57414848 0.42543385 0.53296962 0.55020972 0.39683832] [ 0.66722645 0.35169584 0.48864792 0.27112849 0.34055934] [ 0.56351064 0.60325131 0.51096622 0.56390927 0.5093186 ] [ 0.5626568 0.36824554 0.6472797 0.25379205 0.48237269] [ 0.35617888 0.50197955 0.53307016 0.68525566 0.61645671] [ 0.82577303 0.46122455 0.49774756 0.32902219 0.38165555] [ 0.88041226 0.39550783 0.51496161 0.31965808 0.41313457] [ 0.65274674 0.46005072 0.59936897 0.69582783 0.40546545] [ 0.60541582 0.39654653 0.56535746 0.53454904 0.37355275] [ 0.55316279 0.48119598 0.53444496 0.42787944 0.57302542] [ 0.69259153 0.33712889 0.72756645 0.24113397 0.54210183] [ 0.30066935 0.59576712 0.47148337 0.79632904 0.36634174] [ 0.38054682 0.55269477 0.48604496 0.45731653 0.5000904 ] [ 0.35675447 0.56101694 0.5084418 0.64294381 0.58869136] [ 0.54634987 0.5449617 0.40297666 0.5049565 0.48809394] [ 0.34856249 0.63503812 0.38381852 0.72612957 0.40104847] [ 0.6981457 0.57744426 0.46228775 0.53520838 0.35004599] [ 0.42308257 0.4092235 0.56421352 0.59940256 0.59851139] [ 0.70401746 0.57024206 0.43623789 0.47195076 0.43995925] [ 0.59733058 0.53092916 0.4271311 0.70823605 0.32351526] [ 0.22642673 0.64655218 0.42424099 0.86412385 0.39934437] [ 0.8245019 0.46861456 0.52940706 0.24642948 0.43496489] [ 0.22361264 0.5445131 0.40275911 0.77841292 0.49965553] [ 0.42567134 0.47333561 0.41428001 0.76313136 0.44871768] [ 0.65940599 0.41982639 0.54368569 0.32002439 0.48009038] [ 0.55623582 0.51502695 0.48515991 0.463559 0.35317884] [ 0.52124997 0.54314245 0.45991567 0.53923097 0.41997204] [ 0.64061519 0.55258515 0.4107243 0.54120712 0.28934214] [ 0.46784972 0.54370108 0.50399399 0.7375533 0.32105307] [ 0.56587682 0.44297582 0.52976554 0.7245834 0.4148956 ] [ 0.60213084 0.29493265 0.55971507 0.71779566 0.41924131] [ 0.38929814 0.44606886 0.51677616 0.72533202 0.4780549 ] [ 0.84237779 0.42557877 0.58289549 0.14231184 0.46539625] [ 0.50548786 0.50321652 0.45118186 0.65560938 0.56441856] [ 0.34449913 0.62041497 0.31469811 0.55649138 0.40770695] [ 0.58133276 0.36900442 0.5722097 0.32451204 0.46408238] [ 0.54451174 0.37327095 0.61527718 0.50448714 0.39075563] [ 0.64763198 0.46296968 0.36093486 0.43241115 0.41113963] [ 0.4689757 0.57041137 0.44454496 0.71459521 0.41788594] [ 0.50933866 0.55100186 0.54528541 0.42390883 0.56201803] [ 0.29761028 0.62828806 0.50088666 0.7848118 0.6170154 ] [ 0.39622319 0.52552412 0.58029868 0.32693771 0.71463802] [ 0.68196973 0.54171312 0.53422354 0.40519993 0.56149832] [ 0.83821828 0.39512289 0.58122682 0.22057846 0.35500185] [ 0.77812668 0.44636525 0.50980341 0.32709069 0.50032263] [ 0.51247257 0.52017079 0.46039948 0.79057541 0.35600215] [ 0.51255767 0.49726048 0.5192495 0.45963974 0.5955794 ] [ 0.32767483 0.72996283 0.39797408 0.73159142 0.53823062] [ 0.76578498 0.38647344 0.58195955 0.42278318 0.42690646] [ 0.55896225 0.47385838 0.46708621 0.44592062 0.44152172] [ 0.83838703 0.40568074 0.59890645 0.19846413 0.32260672] [ 0.37154673 0.60919473 0.46536768 0.62662455 0.38940317] [ 0.62414678 0.51826567 0.4921815 0.40462308 0.50074932] [ 0.24924459 0.6233802 0.49725738 0.79922106 0.56740489] [ 0.82235378 0.31810997 0.63433107 0.15067386 0.46934718] [ 0.4144298 0.65999722 0.47819986 0.77238622 0.60291848] [ 0.79394154 0.43020447 0.62550999 0.34796141 0.45076055] [ 0.13341994 0.56837366 0.46348671 0.8319951 0.60383421] [ 0.41407906 0.55708333 0.51166313 0.79316355 0.49611245] [ 0.73087059 0.57493615 0.45381244 0.31888753 0.38502715] [ 0.27298097 0.55200546 0.54229745 0.67479871 0.48838533] [ 0.26734153 0.6653389 0.32377392 0.84327769 0.66435419] [ 0.32570548 0.49990813 0.58967703 0.41622968 0.70452101] [ 0.51671793 0.4725463 0.57900457 0.61178866 0.48009263] [ 0.70343047 0.44815924 0.42768371 0.46231468 0.3594088 ] [ 0.17960638 0.72135368 0.31870393 0.83304806 0.56743774] [ 0.49434495 0.54090102 0.2467964 0.59996928 0.42010117] [ 0.30963977 0.50096153 0.57715369 0.52098609 0.51285804] [ 0.07324186 0.60855262 0.519085 0.94508575 0.58061925] [ 0.22339955 0.69136405 0.34531826 0.78267208 0.49469547] [ 0.27754198 0.65864227 0.31352049 0.82957164 0.50382211] [ 0.45773341 0.65711387 0.44552727 0.75213249 0.59778731] [ 0.61952316 0.42488919 0.63712756 0.48680294 0.46757525] [ 0.47949075 0.51168985 0.58089704 0.71635586 0.48880639] [ 0.17074698 0.5694515 0.38340501 0.91211419 0.54214887] [ 0.65654833 0.41086974 0.53648804 0.52672421 0.4393302 ] [ 0.72966238 0.36245367 0.52504989 0.32476417 0.46812387] [ 0.18037349 0.68805362 0.40476917 0.81518932 0.62829029] [ 0.18268666 0.64920824 0.45551972 0.89909026 0.35481104] [ 0.4896667 0.58978266 0.49508454 0.51639507 0.32233238] [ 0.67308834 0.60041715 0.48309418 0.43758718 0.39493194] [ 0.66655319 0.52987865 0.54809196 0.42916981 0.42652385] [ 0.33524509 0.6294268 0.47181753 0.86398223 0.50829727] [ 0.32288644 0.5464018 0.41734141 0.60114115 0.36251533] [ 0.66905745 0.45846426 0.58310755 0.30742861 0.46322974] [ 0.59267957 0.51124739 0.57359842 0.77071877 0.43878558] [ 0.57303386 0.4448023 0.35389345 0.66704079 0.38911165] [ 0.71744956 0.57075944 0.53510681 0.53524108 0.42234718] [ 0.28511687 0.63409728 0.42108524 0.81547697 0.57458691] [ 0.38645932 0.68013876 0.45112304 0.73322294 0.52043756] [ 0.58980228 0.43069494 0.55020975 0.31463912 0.57495353] [ 0.21110236 0.62921791 0.49674965 0.80668244 0.44505359] [ 0.78857669 0.37835275 0.5459276 0.36842271 0.4208642 ] [ 0.74767393 0.38050838 0.35237955 0.31724078 0.48493215] [ 0.49495283 0.55642944 0.45387442 0.59629731 0.64737674] [ 0.50556731 0.45073351 0.4490408 0.65018164 0.29255948] [ 0.4435473 0.56363025 0.43142212 0.69084834 0.47313995] [ 0.35591446 0.44735216 0.4248997 0.77973261 0.41027229] [ 0.54717012 0.39032973 0.49315717 0.70033036 0.48212396] [ 0.5587657 0.47573271 0.56262655 0.45940088 0.48784814] [ 0.63268262 0.49118125 0.32782025 0.45388852 0.32811319] [ 0.61713375 0.40028372 0.45162383 0.52164727 0.55620118] [ 0.35119349 0.50226784 0.46502736 0.75779204 0.33243142] [ 0.80864419 0.35649004 0.48956839 0.2538498 0.37683874] [ 0.5545193 0.45525715 0.45291807 0.59147441 0.30417027] [ 0.65617492 0.4406006 0.4149691 0.58634521 0.42852142] Progress: 31.8% ... Training loss: 0.579 ... Validation loss: 0.970[ 0.47820527 0.50570958 0.5241009 0.75072813 0.42308204] [ 0.34438609 0.51755448 0.38645592 0.69323528 0.59536689] [ 0.16024363 0.621363 0.43100978 0.66111774 0.70008202] [ 0.57343331 0.4228697 0.57047771 0.56987751 0.39289524] [ 0.19397138 0.65034061 0.24931927 0.85143092 0.49241044] [ 0.17589947 0.51403665 0.34655055 0.88956074 0.52449695] [ 0.79264097 0.54833577 0.56159534 0.39806243 0.41999013] [ 0.25479069 0.56029351 0.60063687 0.7492211 0.65907399] [ 0.30822195 0.58093529 0.47829238 0.79249513 0.47114297] [ 0.56096823 0.58006602 0.3926563 0.47485504 0.48159036] [ 0.17609986 0.53326265 0.49201577 0.82538223 0.49200806] [ 0.11323447 0.63973361 0.47032982 0.83149778 0.57330422] [ 0.38390208 0.46263365 0.48334963 0.84008347 0.43506408] [ 0.57935479 0.58038371 0.54094429 0.4076179 0.46198127] [ 0.50659784 0.50280633 0.45134758 0.65501031 0.56429608] [ 0.6001853 0.44209667 0.37877949 0.40004683 0.42715446] [ 0.34447194 0.43571428 0.41743628 0.64463203 0.61491646] [ 0.59630976 0.56369512 0.65003007 0.49612735 0.5108462 ] [ 0.67012218 0.45061536 0.43660329 0.13685961 0.35369712] [ 0.58567895 0.45743075 0.53904957 0.53811021 0.50931999] [ 0.39594935 0.45758208 0.48979892 0.51218443 0.53847036] [ 0.34914828 0.45508334 0.56042366 0.48427701 0.55874321] [ 0.525309 0.5591087 0.46305514 0.32928678 0.33805473] [ 0.52831562 0.52093678 0.4177537 0.58315109 0.45595416] [ 0.72474714 0.40495683 0.62490305 0.30014577 0.4539335 ] [ 0.60897776 0.58923736 0.45471899 0.48597164 0.35115286] [ 0.37366597 0.73531055 0.5239897 0.81872933 0.58393367] [ 0.40787283 0.57316925 0.56763781 0.65142836 0.44905808] [ 0.45963746 0.43505227 0.48965084 0.75874699 0.36428497] [ 0.65872011 0.38510813 0.54846918 0.42397469 0.47892193] [ 0.32640213 0.5739379 0.42277627 0.73510052 0.50459942] [ 0.54254676 0.49401567 0.35009169 0.58309938 0.3151145 ] [ 0.50512518 0.52770257 0.50677886 0.7489015 0.36512025] [ 0.58552118 0.5104574 0.36483668 0.53134566 0.38103561] [ 0.54274201 0.40628453 0.39221603 0.48106838 0.40303917] [ 0.49465056 0.54913544 0.47331155 0.45123458 0.43844763] [ 0.76139741 0.42293943 0.46692787 0.39672881 0.46941393] [ 0.12791389 0.56505543 0.39977314 0.92665077 0.52063042] [ 0.65046677 0.40276484 0.61982734 0.35086649 0.36253064] [ 0.84027918 0.38504636 0.60862112 0.34074555 0.42043741] [ 0.40346931 0.53778549 0.50156801 0.62647684 0.36642018] [ 0.4996132 0.3813483 0.55639975 0.55889373 0.34961346] [ 0.60061138 0.53420486 0.45332803 0.55106852 0.52521634] [ 0.38476215 0.48543188 0.61084356 0.66049507 0.50567436] [ 0.81559019 0.53718405 0.44491821 0.29690635 0.32433611] [ 0.79152256 0.47521633 0.40242598 0.21130291 0.28090629] [ 0.19644241 0.62588155 0.3096709 0.7557794 0.45555948] [ 0.19812368 0.58028743 0.54130858 0.8448511 0.58406425] [ 0.83985615 0.41652139 0.55099474 0.20064442 0.50380038] [ 0.59083178 0.4170519 0.33939975 0.55890785 0.28362648] [ 0.74199332 0.38205141 0.5961662 0.32437679 0.43120932] [ 0.41712012 0.63780032 0.38643297 0.67049222 0.36972142] [ 0.18634638 0.51353483 0.5078851 0.79845389 0.42243499] [ 0.33510093 0.57482563 0.46654534 0.68732059 0.45511827] [ 0.67070385 0.57826135 0.48279946 0.48238768 0.33629704] [ 0.47312632 0.57139933 0.39374839 0.50978209 0.46796155] [ 0.24050363 0.58890865 0.35213084 0.88609153 0.46872562] [ 0.64937118 0.42558343 0.37519361 0.44337799 0.40550483] [ 0.41923718 0.60143682 0.3188427 0.57839741 0.43796416] [ 0.25448541 0.64577606 0.34660676 0.80993446 0.5749849 ] [ 0.46859146 0.58776328 0.45283191 0.56697005 0.42270473] [ 0.56348942 0.6033034 0.51094286 0.56387362 0.50934619] [ 0.3060739 0.58079978 0.45623491 0.76484257 0.41302451] [ 0.82085978 0.31643672 0.6450845 0.18924271 0.43898401] [ 0.60459639 0.49760331 0.48454398 0.35969059 0.51168318] [ 0.54395674 0.55801971 0.53131138 0.37660327 0.5375769 ] [ 0.57426019 0.4103346 0.68377382 0.27817192 0.63920318] [ 0.56463388 0.53315451 0.43652299 0.58094808 0.38543909] [ 0.41678888 0.6586799 0.3978249 0.78202955 0.45926782] [ 0.22673084 0.59909419 0.43036324 0.75193199 0.58658665] [ 0.2777125 0.45609881 0.46995402 0.75077795 0.44625401] [ 0.72588914 0.32725908 0.54650871 0.30175754 0.50339093] [ 0.47193552 0.56263055 0.40170573 0.64189973 0.29978222] [ 0.52857813 0.50470502 0.52751178 0.38657019 0.43324925] [ 0.21081025 0.55955037 0.44105209 0.87259397 0.51470678] [ 0.355629 0.62212743 0.51647258 0.73051876 0.61742977] [ 0.60537754 0.50462408 0.41896111 0.38779881 0.36643815] [ 0.256622 0.61377237 0.52771036 0.83792228 0.48883014] [ 0.2770618 0.51903337 0.30200464 0.8901615 0.54612473] [ 0.49145381 0.6094893 0.33152442 0.62321591 0.34004533] [ 0.1725156 0.52260984 0.50561843 0.82587775 0.47029624] [ 0.60839039 0.59548054 0.52254848 0.45095864 0.39322288] [ 0.43494519 0.61279793 0.51177181 0.55381136 0.49748269] [ 0.19007891 0.63953042 0.37370087 0.91621365 0.41816366] [ 0.79635722 0.47827686 0.54858734 0.20936672 0.46950552] [ 0.48663231 0.63193239 0.51307035 0.64856742 0.59326745] [ 0.57657015 0.43079675 0.52392559 0.62572605 0.33723711] [ 0.56447046 0.3837874 0.55863189 0.37256859 0.43325681] [ 0.38049785 0.47374503 0.60115509 0.7149747 0.36238005] [ 0.49422591 0.48060973 0.45225646 0.58412832 0.38220313] [ 0.84796876 0.50084365 0.33943672 0.38646918 0.31215078] [ 0.39572351 0.509732 0.39253589 0.59479258 0.52032292] [ 0.88156958 0.41834272 0.50684993 0.17619733 0.39988737] [ 0.60677895 0.74401039 0.39780509 0.74536311 0.48574612] [ 0.57400507 0.55279741 0.50064609 0.41764765 0.53156933] [ 0.60035111 0.48806226 0.55939265 0.39119024 0.46721787] [ 0.72466232 0.51684931 0.574511 0.43732337 0.43034563] [ 0.5691304 0.47886497 0.53563509 0.42351925 0.3400913 ] [ 0.67669343 0.50554946 0.44945272 0.51614232 0.44293058] [ 0.39811595 0.59773566 0.59596367 0.62571413 0.55132356] [ 0.24482805 0.57580199 0.59495782 0.79885789 0.42645859] [ 0.56879131 0.55992253 0.48480406 0.29669573 0.38208009] [ 0.13116799 0.54831116 0.50109964 0.82974197 0.48739247] [ 0.53540892 0.57300243 0.47300986 0.59973775 0.37620655] [ 0.18626841 0.64191427 0.50765582 0.87938574 0.63784096] [ 0.4874416 0.42828099 0.44831325 0.43235588 0.38353886] [ 0.61884428 0.4938829 0.37553446 0.46573512 0.32671574] [ 0.65279303 0.60990497 0.36964486 0.45731367 0.31670683] [ 0.18948386 0.68567955 0.33221818 0.89162702 0.46671919] [ 0.64272296 0.64195427 0.4495334 0.62619774 0.33767566] [ 0.33221651 0.63411664 0.39444739 0.75517508 0.47518837] [ 0.51330904 0.66663614 0.41646129 0.61621374 0.53499261] [ 0.86034475 0.45897021 0.445412 0.32753241 0.3511205 ] [ 0.68633092 0.47490812 0.53641443 0.42431361 0.52229041] [ 0.61081936 0.49505784 0.53323737 0.60220737 0.54664454] [ 0.09844461 0.64592303 0.36316046 0.93381679 0.53311946] [ 0.53348326 0.55540467 0.30021161 0.52714938 0.40545421] [ 0.3696009 0.47795841 0.62018948 0.6419734 0.51874678] [ 0.67706581 0.40666153 0.50566799 0.41706867 0.47155402] [ 0.64597512 0.28757489 0.45275577 0.39457228 0.42640593] [ 0.57852565 0.38682007 0.61361359 0.37685116 0.36588981] [ 0.18686966 0.68498982 0.33146743 0.77557635 0.57258345] [ 0.35013434 0.71086827 0.28405313 0.76988665 0.53919637] [ 0.83370474 0.30693611 0.54601192 0.17496527 0.40645662] [ 0.581938 0.46791926 0.68569804 0.6805672 0.44621466] [ 0.37302684 0.5190479 0.44514326 0.64637322 0.36553926] [ 0.58190928 0.40958337 0.5297803 0.53266483 0.40419455] [ 0.66765893 0.63045905 0.46884938 0.61544484 0.33509158] Progress: 31.8% ... Training loss: 0.578 ... Validation loss: 0.969[ 0.27510815 0.56786083 0.54909263 0.74789492 0.62617414] [ 0.52628275 0.55771932 0.58591073 0.47844796 0.52144396] [ 0.60394619 0.45654595 0.39156216 0.29678574 0.41463242] [ 0.40579406 0.52734967 0.51670566 0.66738207 0.31449131] [ 0.57910634 0.44680037 0.66549975 0.66562245 0.43263666] [ 0.39734078 0.52511621 0.58043302 0.32650268 0.71452295] [ 0.40906039 0.54179656 0.51988091 0.39996948 0.56740562] [ 0.60648475 0.5284114 0.48402183 0.47473071 0.54846251] [ 0.17323737 0.6110327 0.41951595 0.80621794 0.54395501] [ 0.3628767 0.45888486 0.58288721 0.79462493 0.52179773] [ 0.68219746 0.55432951 0.54449475 0.66003494 0.40954535] [ 0.77473012 0.36355238 0.48461739 0.25702667 0.33963156] [ 0.66386491 0.44499269 0.49315308 0.31751607 0.43591558] [ 0.45755352 0.41864898 0.47716075 0.53083313 0.41490424] [ 0.41770523 0.62245818 0.37316392 0.51841265 0.31405475] [ 0.38798527 0.60437426 0.36339994 0.73535565 0.55131364] [ 0.25363505 0.65859565 0.29848835 0.77901255 0.52899143] [ 0.74228258 0.30218462 0.48137823 0.3483086 0.44676493] [ 0.67199734 0.498853 0.43547971 0.40055139 0.40039551] [ 0.60165606 0.60383563 0.4524561 0.51474634 0.36276386] [ 0.8513033 0.51729556 0.41460758 0.30945402 0.3703347 ] [ 0.76913054 0.26363569 0.62482724 0.23716927 0.45310915] [ 0.57051504 0.69236405 0.38470616 0.72940139 0.45851658] [ 0.68914269 0.38962852 0.55209725 0.34632971 0.41293347] [ 0.4031391 0.49195475 0.41451457 0.53794751 0.39521517] [ 0.54928758 0.55927323 0.52659335 0.7009196 0.39564325] [ 0.3828907 0.55342097 0.38731084 0.69431221 0.43798257] [ 0.84416352 0.45225695 0.6019897 0.25714879 0.37460239] [ 0.88791141 0.60311482 0.51080492 0.30425144 0.35926769] [ 0.58469993 0.3667498 0.56823268 0.71496701 0.40334094] [ 0.86109677 0.35670704 0.62303876 0.19567361 0.43649223] [ 0.19845066 0.69859085 0.31976803 0.85769558 0.52100306] [ 0.21878935 0.69189634 0.41133777 0.73528867 0.4745698 ] [ 0.30044619 0.57758659 0.40599151 0.74688098 0.5303318 ] [ 0.56964265 0.61866122 0.35114854 0.52063182 0.35519723] [ 0.75273998 0.36109407 0.43274004 0.21196202 0.37427377] [ 0.76727908 0.37548778 0.57702667 0.27464971 0.48309045] [ 0.40503844 0.41665526 0.63840792 0.75051998 0.49253754] [ 0.43624355 0.36127786 0.52356784 0.77746445 0.36441392] [ 0.69196005 0.52841282 0.48032893 0.27977709 0.31252414] [ 0.86637667 0.45406566 0.58149001 0.1380837 0.33089477] [ 0.13865101 0.64535715 0.44324448 0.8991155 0.58337981] [ 0.80921954 0.33713829 0.53986056 0.24464292 0.43196234] [ 0.63247872 0.54294404 0.34879727 0.48279157 0.36595055] [ 0.62008734 0.50605342 0.40748022 0.38714518 0.41604763] [ 0.6442656 0.53074136 0.52314739 0.3498752 0.54951233] [ 0.34895327 0.57563486 0.44967639 0.72390632 0.46790888] [ 0.90536761 0.30576848 0.68922874 0.10879162 0.3180512 ] [ 0.7911224 0.42143572 0.41597776 0.31749519 0.34794097] [ 0.28259246 0.59745343 0.53700902 0.68767917 0.61805994] [ 0.66971557 0.39861184 0.66419534 0.67469649 0.30197781] [ 0.61412376 0.39057286 0.6596761 0.68225304 0.42254391] [ 0.69060714 0.38709918 0.54739253 0.37858924 0.417996 ] [ 0.60822125 0.50146818 0.52466777 0.4356305 0.34201733] [ 0.4689523 0.51458869 0.55866553 0.72214138 0.34983512] [ 0.40510474 0.4908602 0.58676234 0.64904655 0.54706088] [ 0.52499449 0.54113755 0.59083917 0.4815639 0.33508889] [ 0.64371444 0.38697871 0.6265669 0.61866465 0.41998396] [ 0.66730902 0.5256736 0.49867394 0.28978152 0.35976208] [ 0.40645071 0.40855456 0.49867119 0.81312376 0.46797873] [ 0.37399741 0.5318652 0.46143911 0.67411277 0.46173394] [ 0.39321547 0.54950893 0.53990683 0.75601054 0.50180044] [ 0.49981479 0.48456517 0.42076998 0.74019608 0.33412642] [ 0.90283774 0.28785531 0.46748987 0.17541213 0.40188167] [ 0.61379606 0.51984916 0.4455116 0.59310017 0.35684714] [ 0.35022653 0.520922 0.37307161 0.82707861 0.37108378] [ 0.6540379 0.57130942 0.56283209 0.28759956 0.56715513] [ 0.50381044 0.67589782 0.29815114 0.50905951 0.43217633] [ 0.85973485 0.40420561 0.43509136 0.22858596 0.39406381] [ 0.13395664 0.58208279 0.46547585 0.81606554 0.46683684] [ 0.29277798 0.70400777 0.42688068 0.73698197 0.49810872] [ 0.26114098 0.73451621 0.35609952 0.69455613 0.57605408] [ 0.3477786 0.40105347 0.52321319 0.73608939 0.5673212 ] [ 0.57066792 0.42908048 0.45126749 0.47369921 0.40814219] [ 0.0805239 0.62923113 0.42925448 0.88195042 0.57276124] [ 0.88399117 0.31310493 0.57131799 0.22690848 0.2764477 ] [ 0.30829209 0.59729637 0.34309804 0.79060381 0.46250445] [ 0.3791077 0.38745235 0.48046746 0.71417326 0.45804952] [ 0.6176326 0.45915595 0.54100888 0.59712534 0.34405854] [ 0.53697565 0.53696643 0.38493427 0.51342675 0.4182127 ] [ 0.35043837 0.48510798 0.60714968 0.75649318 0.46596852] [ 0.23720036 0.43971895 0.4257766 0.75790706 0.51180148] [ 0.25885383 0.51313999 0.40615581 0.90146611 0.63222797] [ 0.21118986 0.66075461 0.49195782 0.66774479 0.4875151 ] [ 0.52984983 0.4139104 0.49464782 0.3879148 0.43154746] [ 0.63815001 0.50604163 0.46528738 0.51438998 0.36119808] [ 0.79099321 0.42997673 0.48492846 0.3432587 0.44484818] [ 0.85585673 0.37315999 0.56514851 0.15361396 0.4325331 ] [ 0.44870226 0.62407342 0.35274144 0.49874801 0.42347001] [ 0.76704531 0.47838512 0.58841898 0.29628934 0.35274242] [ 0.6034651 0.49467802 0.45113185 0.58078312 0.47631431] [ 0.05955734 0.69692756 0.36927667 0.90216382 0.53639472] [ 0.65193945 0.36503933 0.4657889 0.28237561 0.4251336 ] [ 0.68343782 0.41393202 0.51658965 0.37419676 0.40280467] [ 0.73249452 0.45474127 0.62516798 0.31508061 0.48608851] [ 0.85140647 0.47330834 0.61165736 0.21898217 0.3933517 ] [ 0.51240109 0.47512607 0.44316 0.65372333 0.33240617] [ 0.48864631 0.52807883 0.58978066 0.58765549 0.49468039] [ 0.54027865 0.45915402 0.42126367 0.50308183 0.47310308] [ 0.20658693 0.6687001 0.45694931 0.82139919 0.49485698] [ 0.69038258 0.37179586 0.71113751 0.39310684 0.37844476] [ 0.62267443 0.49112701 0.48392617 0.57944452 0.36418404] [ 0.27462569 0.49013027 0.53085787 0.85725392 0.54355428] [ 0.47794327 0.4147208 0.49894096 0.46178024 0.33588296] [ 0.60427885 0.52685343 0.48515159 0.37074866 0.58832048] [ 0.1568478 0.57049514 0.35019201 0.7937506 0.48831266] [ 0.3904811 0.51726255 0.60306264 0.73741951 0.60850795] [ 0.41427881 0.66019634 0.47812279 0.77235518 0.60301031] [ 0.436295 0.67389694 0.26414033 0.81614059 0.41222042] [ 0.32633824 0.65349436 0.40277836 0.52620763 0.50917123] [ 0.63823381 0.52312785 0.44902725 0.42394091 0.49384535] [ 0.69680108 0.49077853 0.42536092 0.25881147 0.37955343] [ 0.14740213 0.61303524 0.49682349 0.91442785 0.57515965] [ 0.47731149 0.6047658 0.35668066 0.62223641 0.38549153] [ 0.74908189 0.36352916 0.45750442 0.40684746 0.46703534] [ 0.71717062 0.58645015 0.58487128 0.2330999 0.51779484] [ 0.4297148 0.45694276 0.46591538 0.78728134 0.44301341] [ 0.45670696 0.46946334 0.50701736 0.6417079 0.37572169] [ 0.82095633 0.32507054 0.52933804 0.09662001 0.31517737] [ 0.40015388 0.50709351 0.54117381 0.50929201 0.59443608] [ 0.41021517 0.60330655 0.40347368 0.63742281 0.39663959] [ 0.72211672 0.4438734 0.48940896 0.38798196 0.31403362] [ 0.83287834 0.40074252 0.54986751 0.22375193 0.41672159] [ 0.5448918 0.44512265 0.46541843 0.58592527 0.4118722 ] [ 0.65730342 0.47622147 0.36659994 0.37579611 0.4075935 ] [ 0.29992239 0.73375295 0.4816231 0.83312865 0.5915761 ] [ 0.24474246 0.6227628 0.44315755 0.70754379 0.41395662] [ 0.51422399 0.584376 0.38590042 0.6479488 0.43795217] Progress: 31.9% ... Training loss: 0.578 ... Validation loss: 0.971[ 0.64950342 0.39539315 0.45634392 0.42435216 0.56045105] [ 0.3287462 0.5306921 0.48682652 0.82039971 0.42944922] [ 0.54752816 0.57042201 0.35138095 0.49026472 0.45875217] [ 0.53309345 0.55563371 0.3001441 0.52731041 0.40553669] [ 0.37137215 0.61084802 0.49962358 0.70288478 0.42410117] [ 0.54557464 0.37298001 0.61538685 0.50400435 0.39062488] [ 0.1980289 0.56639498 0.51957276 0.772393 0.4952863 ] [ 0.71045841 0.34103627 0.65170628 0.26248501 0.44406161] [ 0.12784149 0.53879233 0.50405133 0.82528113 0.51871537] [ 0.52917844 0.45930627 0.40991419 0.56632589 0.39411008] [ 0.51910572 0.43308674 0.53718536 0.26354521 0.5762675 ] [ 0.50308339 0.40028384 0.61509406 0.51711503 0.37173902] [ 0.16467627 0.60137111 0.46813968 0.78417031 0.63425414] [ 0.56338483 0.48076514 0.47912388 0.46434406 0.6185576 ] [ 0.50373255 0.57662225 0.35122864 0.61051871 0.46198343] [ 0.68801536 0.34898728 0.63357291 0.4653396 0.30184462] [ 0.45130235 0.64487018 0.38894097 0.56221157 0.61025856] [ 0.42427453 0.60136029 0.53418751 0.51196159 0.674952 ] [ 0.6051609 0.48250896 0.46628448 0.64207277 0.47582188] [ 0.75045362 0.61499152 0.41292312 0.6224191 0.42992216] [ 0.72285013 0.46815019 0.58598138 0.31086553 0.42463214] [ 0.54838946 0.4663334 0.38028632 0.54943026 0.46825166] [ 0.73514854 0.35771509 0.62323619 0.32530278 0.45964061] [ 0.47698767 0.45434811 0.49760816 0.64761022 0.40964 ] [ 0.58862569 0.55044253 0.45272595 0.34496989 0.49044575] [ 0.52316569 0.53226967 0.4051645 0.70658816 0.58341794] [ 0.66305213 0.49727358 0.42118944 0.75051119 0.3061063 ] [ 0.6856148 0.33226092 0.47764767 0.22967756 0.37881009] [ 0.88745122 0.33207404 0.50365185 0.10840837 0.33301931] [ 0.64344571 0.56574572 0.49361704 0.47919127 0.34933482] [ 0.3370643 0.42131308 0.61200703 0.70566603 0.52447944] [ 0.5073779 0.45899297 0.54975934 0.4037902 0.39462659] [ 0.38590313 0.60049051 0.46498577 0.7162534 0.61691586] [ 0.69325991 0.42166859 0.51562128 0.51802443 0.43003735] [ 0.69807453 0.50281526 0.41099298 0.53350158 0.34064148] [ 0.46753803 0.61688342 0.37894865 0.56953292 0.47309691] [ 0.83729639 0.34003013 0.50578784 0.21224672 0.30657439] [ 0.79027276 0.46597632 0.60423948 0.36871078 0.39934269] [ 0.52768242 0.42813328 0.47050769 0.49969586 0.27936625] [ 0.55940584 0.4139492 0.58083675 0.29921413 0.61133899] [ 0.56920223 0.64602047 0.48459768 0.73184043 0.44483632] [ 0.55180262 0.49555801 0.40877003 0.45578148 0.4785351 ] [ 0.65709957 0.43669915 0.46260209 0.53344024 0.44166931] [ 0.54107767 0.60179334 0.62701146 0.43945037 0.54919296] [ 0.62579102 0.44299518 0.56102112 0.32008061 0.46171221] [ 0.74670812 0.39978318 0.58488723 0.3191162 0.38218815] [ 0.61637562 0.51473809 0.40505877 0.43367272 0.34955398] [ 0.45192902 0.60697448 0.45992225 0.79127365 0.48378265] [ 0.26250969 0.47932462 0.54336506 0.6402397 0.65469978] [ 0.74900184 0.42308444 0.48919008 0.25945003 0.40671823] [ 0.81411541 0.51413857 0.36197246 0.35173433 0.39857249] [ 0.39260561 0.53479678 0.53354572 0.57450542 0.59713119] [ 0.51150615 0.43729662 0.58282465 0.37851539 0.52533471] [ 0.25493058 0.68558727 0.40426294 0.6417613 0.57360464] [ 0.66313858 0.36115765 0.64329801 0.5015086 0.46527664] [ 0.31834459 0.49545023 0.51580672 0.59751385 0.51711614] [ 0.34033581 0.55272174 0.44627939 0.75640547 0.47343627] [ 0.44497141 0.74034505 0.3627563 0.62538277 0.47945003] [ 0.6811076 0.52031833 0.40789861 0.3165456 0.444397 ] [ 0.4045025 0.56886597 0.40552145 0.51342484 0.47896108] [ 0.60486531 0.44550322 0.50172073 0.45426953 0.34694986] [ 0.35026594 0.41275082 0.56052199 0.65745077 0.4705302 ] [ 0.20062945 0.53975251 0.47470753 0.84925961 0.4295074 ] [ 0.6048225 0.47577207 0.53486823 0.63199478 0.39304775] [ 0.43295268 0.46713265 0.48418607 0.67743295 0.43859153] [ 0.83115699 0.52807521 0.53586604 0.30810983 0.37630995] [ 0.29972771 0.64634107 0.45507181 0.79294239 0.51979314] [ 0.48520603 0.45668538 0.57989297 0.44594967 0.51090413] [ 0.4054065 0.6541218 0.391599 0.78004471 0.33846954] [ 0.34489125 0.63681054 0.46171047 0.67429749 0.5535552 ] [ 0.53550432 0.49452682 0.47307932 0.58816846 0.38294058] [ 0.74694708 0.26700517 0.55467333 0.29070074 0.45282916] [ 0.64193531 0.49442556 0.62438551 0.34727046 0.4254819 ] [ 0.7611435 0.35292943 0.42766833 0.19703574 0.36167343] [ 0.61207682 0.54714364 0.49345761 0.4959739 0.54546269] [ 0.59663474 0.57964519 0.36722202 0.52049103 0.44636889] [ 0.33169357 0.518391 0.51970373 0.71222681 0.57089971] [ 0.55180262 0.49555801 0.40877003 0.45578148 0.4785351 ] [ 0.62796673 0.54147854 0.45756024 0.36622006 0.42031237] [ 0.31885582 0.56489287 0.54267779 0.82195266 0.58100315] [ 0.56210146 0.66531229 0.37391597 0.59959767 0.45025882] [ 0.69726457 0.42780564 0.50382531 0.42297449 0.39509387] [ 0.53934157 0.45770301 0.5954593 0.68786515 0.33058498] [ 0.82436625 0.28688599 0.54001332 0.20402195 0.31245346] [ 0.68674496 0.36095759 0.52489683 0.26775821 0.46829462] [ 0.3856519 0.49567994 0.46907423 0.63299272 0.61926376] [ 0.40082042 0.51377155 0.41125929 0.75329263 0.3775142 ] [ 0.70344401 0.48788817 0.3702869 0.7135028 0.35574918] [ 0.51993163 0.3759074 0.51173084 0.64928771 0.31094939] [ 0.40923077 0.57265261 0.56784365 0.65080882 0.4488624 ] [ 0.31724408 0.56822706 0.47617298 0.87851041 0.55734335] [ 0.61892433 0.51679168 0.41114237 0.6933189 0.43683104] [ 0.57700894 0.40768368 0.64224633 0.63333442 0.47832361] [ 0.60054919 0.50694676 0.45581012 0.72602883 0.36564366] [ 0.38291742 0.49154705 0.47503642 0.85194023 0.48978979] [ 0.51517757 0.4574683 0.68382251 0.63398892 0.48405904] [ 0.56025437 0.63954759 0.48627958 0.72637967 0.50982713] [ 0.68617777 0.44076826 0.51322556 0.32536318 0.32683794] [ 0.52768242 0.42813328 0.47050769 0.49969586 0.27936625] [ 0.70995996 0.44644442 0.47805571 0.4684322 0.42054577] [ 0.64692326 0.48050245 0.49931717 0.3738864 0.42749789] [ 0.5788383 0.56754709 0.4769496 0.5980589 0.35181573] [ 0.7128142 0.3643199 0.48010701 0.29092444 0.36572109] [ 0.63815711 0.51545836 0.34438978 0.43285875 0.37125146] [ 0.29840023 0.53352539 0.60464373 0.65783859 0.54349489] [ 0.36682337 0.46544498 0.532714 0.70841212 0.41366413] [ 0.44819679 0.4988659 0.39939692 0.66892551 0.39897997] [ 0.68510852 0.50645186 0.50661319 0.45115879 0.4936738 ] [ 0.80849669 0.45943379 0.39566733 0.22799972 0.24332939] [ 0.64749673 0.4170127 0.45995439 0.42099644 0.39370183] [ 0.64253438 0.35265136 0.65315557 0.52693969 0.47367357] [ 0.60047156 0.42546301 0.54154901 0.73780323 0.47621864] [ 0.46165168 0.54429674 0.48698692 0.79294774 0.41389019] [ 0.386898 0.60155803 0.41110906 0.78764223 0.38055072] [ 0.51253021 0.56254228 0.45238974 0.61123062 0.38582823] [ 0.75218297 0.34982325 0.55291009 0.28498369 0.45854356] [ 0.8612382 0.43463936 0.46756893 0.24325531 0.32287177] [ 0.85234339 0.31479814 0.64116339 0.24635872 0.37005979] [ 0.15864587 0.46454896 0.42207829 0.87655839 0.52642619] [ 0.672562 0.4973423 0.49403697 0.40420498 0.4294387 ] [ 0.72256818 0.3922223 0.53945375 0.5533876 0.39768165] [ 0.53641978 0.49231056 0.35935978 0.51493062 0.41549647] [ 0.54382572 0.468853 0.50269087 0.50505033 0.46889324] [ 0.58625469 0.5383366 0.47218961 0.56218251 0.42939393] [ 0.37030135 0.55621239 0.3779893 0.71388289 0.46812134] [ 0.51241399 0.52048338 0.46027861 0.79052169 0.35610936] [ 0.326466 0.45343348 0.56143367 0.80255606 0.5340018 ] [ 0.4639093 0.55458393 0.53856185 0.68952406 0.49577853] Progress: 31.9% ... Training loss: 0.577 ... Validation loss: 0.978[ 0.83487332 0.49311576 0.45989771 0.23829073 0.40377639] [ 0.30607849 0.58652047 0.4892369 0.72057188 0.53133742] [ 0.18384997 0.58391559 0.42727172 0.85977371 0.55831165] [ 0.69347631 0.45341108 0.47441496 0.35303731 0.4076945 ] [ 0.6702002 0.36089868 0.54143083 0.2019532 0.53295518] [ 0.69370009 0.48117346 0.55392125 0.59048656 0.47822848] [ 0.62568333 0.49884052 0.55654432 0.38461993 0.55858475] [ 0.54666595 0.43898124 0.58006801 0.34032493 0.59212103] [ 0.6271339 0.3522306 0.63650846 0.57069261 0.4497916 ] [ 0.74585135 0.50591006 0.46062231 0.32898158 0.4511637 ] [ 0.54388504 0.40056505 0.58741307 0.62454223 0.31406885] [ 0.53164694 0.64079413 0.33339411 0.55244199 0.38186076] [ 0.80729711 0.31228825 0.65948139 0.18925491 0.35810702] [ 0.57933135 0.44151537 0.47292489 0.79163673 0.45133831] [ 0.30735057 0.70737235 0.26239409 0.81666476 0.49405496] [ 0.49904603 0.52920637 0.59365098 0.59270425 0.58208855] [ 0.70120738 0.37701737 0.39192366 0.38598029 0.50620562] [ 0.62599837 0.45353436 0.58761764 0.69055967 0.42558334] [ 0.72478783 0.44254393 0.49546401 0.45492941 0.42252909] [ 0.1674789 0.605237 0.37605315 0.86146779 0.44728925] [ 0.14731479 0.50705909 0.46632132 0.82662773 0.53400928] [ 0.72042341 0.47946047 0.41184361 0.28784675 0.26955583] [ 0.24822657 0.58510531 0.57290866 0.71018565 0.67299999] [ 0.63758711 0.55486804 0.37359727 0.46733741 0.37833351] [ 0.5881399 0.46209123 0.54004592 0.54375204 0.4954836 ] [ 0.2077674 0.68459712 0.41467921 0.72449959 0.44335982] [ 0.56912258 0.40889051 0.60296386 0.46238442 0.47275838] [ 0.46547138 0.53669596 0.46645368 0.43662584 0.52814292] [ 0.42732143 0.51026075 0.39470678 0.65699813 0.50742012] [ 0.40836949 0.61922128 0.5546251 0.59914642 0.39604827] [ 0.69164918 0.4387538 0.47807889 0.23678071 0.46703179] [ 0.76868222 0.38611438 0.57578323 0.37065032 0.3951507 ] [ 0.19292387 0.7248188 0.29611524 0.85475052 0.42823412] [ 0.69317932 0.53449523 0.48448035 0.38416829 0.55716771] [ 0.31191656 0.47865603 0.42280555 0.6913935 0.39815721] [ 0.6208612 0.58515503 0.54593896 0.51989986 0.35965792] [ 0.51659913 0.48594059 0.52985807 0.31689069 0.50786407] [ 0.64607518 0.46103054 0.49393491 0.42113928 0.55136579] [ 0.08175533 0.62763572 0.42992611 0.88098693 0.57215251] [ 0.70301996 0.38135284 0.52888422 0.43201548 0.36028811] [ 0.60064276 0.4892254 0.465426 0.33712524 0.35472422] [ 0.78182923 0.49697963 0.33650442 0.35061468 0.32719398] [ 0.13703186 0.54706488 0.41554885 0.92203253 0.51204085] [ 0.79692994 0.4977085 0.53364124 0.358958 0.39953522] [ 0.53171296 0.44978408 0.48590091 0.76855996 0.42317671] [ 0.76208505 0.34153553 0.50796127 0.20657656 0.46550015] [ 0.6222105 0.41596429 0.41170339 0.47657175 0.41729079] [ 0.5605572 0.53950283 0.59600278 0.4614535 0.53139207] [ 0.6937034 0.5097451 0.54007784 0.37744287 0.4857499 ] [ 0.79046065 0.41918411 0.51811367 0.31108853 0.41301107] [ 0.28766467 0.63369026 0.5811049 0.69541037 0.45736274] [ 0.89216884 0.46996848 0.46591042 0.19424452 0.39058619] [ 0.66750396 0.35963345 0.50798266 0.39888624 0.41972449] [ 0.5318896 0.36421743 0.44989026 0.65050775 0.40847309] [ 0.39313057 0.43340688 0.51014316 0.68178635 0.39431888] [ 0.54023517 0.3440297 0.42337867 0.57044381 0.39589827] [ 0.49695988 0.47961845 0.45264852 0.58269004 0.38186822] [ 0.30021431 0.41730569 0.58573868 0.6994765 0.53969678] [ 0.60451194 0.39643217 0.53178966 0.56180559 0.57612271] [ 0.80919669 0.53899094 0.48797537 0.33715742 0.39679046] [ 0.14685266 0.69425647 0.3688326 0.77146137 0.53818144] [ 0.27868333 0.78106175 0.39482596 0.72466228 0.52084933] [ 0.26720948 0.61088327 0.55110958 0.84642264 0.46145768] [ 0.37657166 0.48849202 0.44805165 0.66534741 0.41241793] [ 0.13641997 0.59459525 0.40792178 0.88381023 0.56350749] [ 0.49998567 0.43007612 0.37314328 0.53988978 0.32987439] [ 0.57740118 0.50524218 0.46773956 0.67172535 0.43837275] [ 0.59680921 0.5241811 0.58750508 0.45416665 0.3806735 ] [ 0.27027168 0.55131963 0.49038176 0.79256974 0.54011706] [ 0.11247499 0.57673227 0.37901388 0.91857209 0.62834757] [ 0.80919669 0.53899094 0.48797537 0.33715742 0.39679046] [ 0.81695448 0.29386785 0.42514138 0.25728064 0.29258233] [ 0.65321697 0.47635547 0.55990826 0.41035026 0.61404828] [ 0.23699778 0.51280966 0.55410932 0.85972026 0.65055718] [ 0.70075194 0.43640044 0.50907403 0.27691775 0.47745657] [ 0.15776116 0.63948968 0.30028674 0.9247752 0.4664064 ] [ 0.76471163 0.44322657 0.54287175 0.33492167 0.44966341] [ 0.61513549 0.62143109 0.31255796 0.65292218 0.31591011] [ 0.88793042 0.38419083 0.53856309 0.19617624 0.36216156] [ 0.26334251 0.60185921 0.45528171 0.78975096 0.35281626] [ 0.36504008 0.6740804 0.3180806 0.62540554 0.46416381] [ 0.12058062 0.66935472 0.42923658 0.93127123 0.45721853] [ 0.78690788 0.40156032 0.58712804 0.2850241 0.49444487] [ 0.32089714 0.48506432 0.53325142 0.74760832 0.44249485] [ 0.53792996 0.51941808 0.60832121 0.52409931 0.42107715] [ 0.39963511 0.45366187 0.5061452 0.56306137 0.59375963] [ 0.10069295 0.66517152 0.3901399 0.92399153 0.49358286] [ 0.74938108 0.42392255 0.53009296 0.22751313 0.47819371] [ 0.65646598 0.3954311 0.483682 0.63395703 0.33297909] [ 0.7312934 0.45790321 0.45780828 0.4512338 0.48006522] [ 0.26277091 0.60280851 0.36700216 0.73875505 0.43715127] [ 0.68898951 0.59802068 0.50377898 0.65022852 0.40761107] [ 0.62600754 0.46620066 0.45172929 0.45268358 0.51254047] [ 0.79457378 0.41863685 0.57488545 0.22930384 0.50988188] [ 0.74480885 0.36967441 0.51839135 0.42540757 0.39252823] [ 0.54618598 0.42399499 0.42839059 0.48133355 0.47129012] [ 0.65262726 0.44784809 0.56983245 0.39563005 0.46033977] [ 0.5497933 0.44468303 0.44934783 0.36408897 0.45331185] [ 0.71883622 0.44356582 0.43965017 0.27269074 0.41794556] [ 0.19013149 0.69046376 0.48490956 0.76785113 0.63450233] [ 0.74922066 0.45018616 0.54127098 0.23504761 0.38113172] [ 0.80146489 0.34348892 0.4969013 0.17012801 0.41185228] [ 0.49105501 0.67683122 0.59604468 0.57847658 0.59758387] [ 0.24650423 0.52939903 0.41697029 0.75307789 0.40832945] [ 0.4691729 0.63013183 0.52355158 0.60764976 0.38576535] [ 0.62787082 0.36688728 0.45009484 0.43879117 0.39101626] [ 0.53064214 0.66450569 0.42582056 0.7168551 0.51682641] [ 0.39048729 0.54449041 0.45138168 0.64340326 0.36662375] [ 0.81752006 0.39084847 0.48933908 0.33165876 0.42662783] [ 0.57452652 0.4070655 0.51327016 0.71421905 0.32504859] [ 0.34263305 0.44777729 0.42359183 0.73865295 0.64509186] [ 0.60518951 0.44254779 0.52824393 0.48993691 0.47235714] [ 0.81584521 0.41484106 0.48814506 0.37344967 0.432557 ] [ 0.13441249 0.56648145 0.56142351 0.82543154 0.64449497] [ 0.80168063 0.43029459 0.39964697 0.3611956 0.31726134] [ 0.7928079 0.31076061 0.555874 0.28747852 0.39859224] [ 0.71759885 0.40291395 0.56391175 0.27205369 0.34544639] [ 0.37657049 0.55624074 0.35694365 0.48429584 0.49175337] [ 0.52787533 0.55975469 0.55691849 0.53311522 0.52230483] [ 0.29408709 0.6066806 0.33305588 0.78586946 0.5084 ] [ 0.63756237 0.44422246 0.52360013 0.4349204 0.54928061] [ 0.73261384 0.38456895 0.3862714 0.33162294 0.36250606] [ 0.29523749 0.64325564 0.55982587 0.7100617 0.50744121] [ 0.23301497 0.66879394 0.52640716 0.63771212 0.66935623] [ 0.61693354 0.62990111 0.40499016 0.60422128 0.44508335] [ 0.86589267 0.38408271 0.39976979 0.27482511 0.37886039] [ 0.50395077 0.65511354 0.51015258 0.59777098 0.47971601] [ 0.50904527 0.49234587 0.48931151 0.68804177 0.36083408] Progress: 31.9% ... Training loss: 0.577 ... Validation loss: 0.976[ 0.67685399 0.4471151 0.59486642 0.6582209 0.4198237 ] [ 0.2972443 0.70540516 0.25409738 0.81495611 0.57200091] [ 0.25996359 0.69588117 0.42451428 0.71935727 0.39151622] [ 0.73955811 0.49229719 0.39488331 0.41190798 0.33227073] [ 0.76219137 0.62991169 0.4284419 0.43396545 0.45101424] [ 0.81170361 0.3639812 0.57195553 0.21996953 0.38515919] [ 0.46757589 0.4832729 0.43336639 0.73280061 0.35500937] [ 0.58370992 0.53899056 0.30536705 0.44947724 0.35500984] [ 0.87207557 0.43885433 0.40966342 0.33102039 0.37213173] [ 0.49957634 0.3873257 0.58691405 0.71696002 0.47614504] [ 0.35156059 0.52202757 0.57543626 0.40349082 0.70035831] [ 0.40440293 0.40327788 0.46914759 0.40201582 0.51375824] [ 0.36126823 0.51819124 0.38444144 0.5449239 0.530571 ] [ 0.58433527 0.46128908 0.52806033 0.41171133 0.44282425] [ 0.47940027 0.49421943 0.42016579 0.38283641 0.51098034] [ 0.34918528 0.63405172 0.45181365 0.80715048 0.59390727] [ 0.66950418 0.43623085 0.57162749 0.44836387 0.36275041] [ 0.39061539 0.56618963 0.54726355 0.76401534 0.52732511] [ 0.23591507 0.59861971 0.39770334 0.82012173 0.35153185] [ 0.52168215 0.49407792 0.47445165 0.27829287 0.41635959] [ 0.50416948 0.52626949 0.54095807 0.75787417 0.41552036] [ 0.31504073 0.62938439 0.27660788 0.76409347 0.4670064 ] [ 0.65652718 0.56587772 0.44006486 0.6050883 0.39799143] [ 0.52121734 0.5368102 0.57754316 0.53472795 0.4904401 ] [ 0.38082619 0.64058529 0.45975849 0.80491727 0.41742495] [ 0.77246476 0.44278845 0.40861711 0.23024954 0.30446597] [ 0.52028686 0.5711138 0.33651452 0.6720841 0.25245176] [ 0.58460851 0.55243783 0.55362277 0.28933309 0.47834855] [ 0.65213428 0.43435695 0.4614191 0.3677996 0.38741719] [ 0.31085158 0.59952638 0.45085199 0.61003461 0.51742649] [ 0.84076411 0.46239371 0.53083616 0.36683411 0.39372787] [ 0.18724826 0.47877736 0.45148275 0.85637865 0.44753346] [ 0.49896384 0.39945727 0.41524346 0.54938729 0.57241348] [ 0.830291 0.56601764 0.41869048 0.33926698 0.26370253] [ 0.19773937 0.69083504 0.3933436 0.76602042 0.5168819 ] [ 0.19231894 0.56344075 0.48955541 0.67594796 0.6264154 ] [ 0.65468336 0.45932237 0.59964024 0.69486294 0.40520526] [ 0.85169971 0.31722297 0.6282101 0.18579452 0.45929796] [ 0.65235421 0.40840169 0.66643071 0.41975902 0.45036029] [ 0.32485836 0.59464664 0.44142714 0.53304964 0.48442124] [ 0.70456016 0.46903408 0.47100706 0.36838081 0.41820663] [ 0.59418183 0.34958188 0.58637676 0.59028102 0.43242075] [ 0.84895457 0.41862796 0.47894028 0.28095788 0.38514542] [ 0.47333544 0.49992146 0.44457844 0.65425848 0.36750364] [ 0.4079247 0.50406874 0.54682339 0.80031006 0.42714503] [ 0.1944676 0.57722006 0.52525669 0.87679744 0.53889158] [ 0.53464426 0.54781167 0.43297221 0.3392479 0.59549523] [ 0.60808343 0.4979032 0.51014356 0.30745473 0.29043553] [ 0.63115182 0.53588421 0.40800999 0.35062998 0.39157496] [ 0.73835461 0.32204374 0.50195702 0.28237447 0.34118022] [ 0.72171058 0.37769275 0.53308403 0.25702824 0.45004506] [ 0.77627893 0.51804284 0.49960795 0.43634454 0.46292441] [ 0.82001476 0.33999095 0.50934175 0.23037788 0.31776272] [ 0.32879835 0.49122 0.37425806 0.53470738 0.42256695] [ 0.33072625 0.6347782 0.47710228 0.65900906 0.55026392] [ 0.85383744 0.36500499 0.58879026 0.35586824 0.36357468] [ 0.1808966 0.62586083 0.29537381 0.80469485 0.46471632] [ 0.67567495 0.45020011 0.53092629 0.72195073 0.41023562] [ 0.61195662 0.41652296 0.44540725 0.3857342 0.59415761] [ 0.36953372 0.46439095 0.53312917 0.70714147 0.4133069 ] [ 0.48558532 0.5245075 0.37717052 0.5214914 0.38290561] [ 0.62774437 0.39624902 0.61918409 0.23319578 0.53341802] [ 0.38821617 0.51463433 0.39668984 0.52626418 0.41805539] [ 0.68754525 0.39942547 0.40327269 0.51706738 0.31401882] [ 0.58852001 0.45212464 0.5000668 0.58124302 0.3612507 ] [ 0.79012743 0.37206882 0.50906257 0.22090674 0.33292621] [ 0.39676709 0.3965554 0.52466773 0.64298452 0.45031659] [ 0.2741064 0.69257012 0.41403338 0.74548979 0.50537237] [ 0.78733922 0.46104566 0.36507475 0.31575037 0.3281807 ] [ 0.35219457 0.59959778 0.29998227 0.74223219 0.56128274] [ 0.24837443 0.44999872 0.549901 0.71406368 0.66012665] [ 0.8289213 0.37571857 0.44394235 0.16132015 0.29870848] [ 0.60915266 0.44656724 0.55611561 0.48162694 0.50113225] [ 0.73422379 0.52755587 0.50868292 0.53494818 0.39590567] [ 0.45631578 0.53259096 0.40683423 0.57744991 0.40555508] [ 0.76721931 0.41991456 0.59625857 0.26249057 0.48533339] [ 0.55181799 0.39808745 0.4967497 0.65028444 0.41551741] [ 0.21862842 0.62320016 0.3863618 0.85638523 0.66308239] [ 0.73976111 0.41582152 0.50067288 0.28567764 0.31059443] [ 0.79366463 0.45941103 0.56176578 0.28866755 0.43408769] [ 0.75431492 0.41671256 0.54840019 0.37084262 0.42004683] [ 0.36375175 0.56952846 0.42243574 0.60005852 0.50407893] [ 0.39728389 0.53577246 0.47133686 0.53498736 0.61628459] [ 0.7070361 0.46477575 0.50638886 0.42955662 0.41907733] [ 0.29345783 0.5811002 0.37247049 0.7630138 0.37971732] [ 0.79353933 0.48382293 0.61884898 0.39683409 0.32584072] [ 0.43257735 0.39628864 0.55946891 0.75912823 0.52226681] [ 0.29659431 0.6767403 0.40954527 0.70422911 0.50592764] [ 0.70759258 0.36987043 0.62369079 0.28296432 0.40849131] [ 0.48162266 0.58641324 0.37054438 0.3798158 0.42724827] [ 0.49759247 0.4211155 0.45146085 0.65261338 0.49403281] [ 0.48766306 0.50119645 0.56701588 0.63420593 0.48897851] [ 0.47637817 0.42750732 0.54307264 0.63122541 0.48176635] [ 0.58823437 0.36548137 0.56876197 0.71340641 0.40286781] [ 0.34708968 0.60124831 0.37844051 0.89163976 0.4260727 ] [ 0.7903039 0.44281185 0.45309279 0.22642327 0.28327403] [ 0.80439925 0.37584401 0.45261864 0.41489446 0.31789561] [ 0.24726098 0.57478251 0.59536751 0.79780603 0.42608378] [ 0.43826522 0.62870823 0.43752872 0.66025463 0.42909614] [ 0.74409961 0.41889544 0.49274096 0.36932028 0.42926631] [ 0.63123998 0.34577376 0.49364038 0.50045243 0.51325574] [ 0.7015869 0.4157047 0.62024186 0.4617212 0.44927677] [ 0.79629268 0.54743522 0.31331886 0.48798415 0.31525287] [ 0.31272361 0.67603706 0.27632275 0.78753656 0.52761132] [ 0.09322204 0.55408114 0.54270307 0.94103416 0.71764926] [ 0.56804787 0.50898324 0.37875025 0.46285134 0.34192558] [ 0.29245844 0.52038668 0.43611359 0.78565842 0.37161186] [ 0.37464561 0.75828415 0.42164557 0.79183507 0.57733282] [ 0.60700541 0.59854824 0.44942139 0.32730188 0.34641575] [ 0.6334804 0.42484117 0.61703263 0.42240058 0.33881304] [ 0.23591507 0.59861971 0.39770334 0.82012173 0.35153185] [ 0.08395274 0.65661755 0.41760366 0.91137823 0.47305502] [ 0.43757841 0.49919301 0.59119784 0.67883288 0.49777553] [ 0.57472172 0.53457669 0.43966985 0.59843401 0.49174658] [ 0.44864396 0.50224974 0.53866553 0.73224084 0.4220037 ] [ 0.83319585 0.40041535 0.55001016 0.22342548 0.41658859] [ 0.38668236 0.49537215 0.46919925 0.63245082 0.61915194] [ 0.7584042 0.50204539 0.43114799 0.23463742 0.44148652] [ 0.59789544 0.57735319 0.46012425 0.45213278 0.3049989 ] [ 0.20683598 0.54437465 0.56855491 0.61493039 0.49535314] [ 0.7003981 0.43093133 0.60187952 0.25948831 0.58385065] [ 0.5668434 0.65886716 0.4103552 0.77963555 0.4935676 ] [ 0.77511772 0.31374822 0.50289661 0.23638689 0.41074939] [ 0.44649827 0.46472346 0.5412866 0.79364868 0.58572359] [ 0.12381028 0.61594263 0.4182322 0.81010995 0.61546971] [ 0.75642762 0.47774996 0.57296169 0.45702333 0.43380859] [ 0.61247594 0.56846785 0.52199493 0.52181635 0.50953175] [ 0.42618421 0.52267383 0.43942288 0.71508101 0.5337486 ] Progress: 32.0% ... Training loss: 0.577 ... Validation loss: 0.977[ 0.57983055 0.51176633 0.40654032 0.38164898 0.41548896] [ 0.3636986 0.52161984 0.47051801 0.61337476 0.41315793] [ 0.28085123 0.57487758 0.48086555 0.88755739 0.57737442] [ 0.53475167 0.4911472 0.56841102 0.76123761 0.43967522] [ 0.22821981 0.44749261 0.36884807 0.80220636 0.42703868] [ 0.82057804 0.47659924 0.44390069 0.19230761 0.3740711 ] [ 0.40696876 0.55516315 0.4023647 0.48090694 0.59631114] [ 0.53553948 0.52065366 0.51280881 0.54055056 0.60887955] [ 0.81942184 0.38903045 0.45035543 0.37238559 0.30537881] [ 0.78774868 0.43459302 0.63469665 0.29172485 0.32446801] [ 0.30268572 0.65754514 0.35834741 0.85265482 0.43191396] [ 0.44333493 0.46307477 0.49347097 0.64953682 0.4539972 ] [ 0.19532983 0.57383907 0.58880815 0.78397732 0.55487174] [ 0.70516613 0.4762683 0.58424059 0.31089865 0.49927867] [ 0.61719667 0.55031694 0.53748366 0.32376339 0.5922025 ] [ 0.30086719 0.58688399 0.38859447 0.76583694 0.5931509 ] [ 0.56604367 0.49086915 0.62565762 0.37264578 0.41773538] [ 0.38586213 0.56258422 0.50218482 0.58986033 0.42820673] [ 0.26938029 0.66482441 0.32401952 0.84257134 0.66419383] [ 0.17532966 0.64106839 0.46321817 0.87762641 0.46181227] [ 0.64212864 0.52659629 0.66078912 0.48680327 0.46748106] [ 0.10747513 0.57813201 0.48030246 0.67126367 0.69341156] [ 0.87611002 0.43527632 0.58756727 0.19599313 0.37591285] [ 0.89881284 0.37813785 0.66738832 0.15513514 0.31027627] [ 0.4562235 0.63030417 0.31489752 0.64118155 0.3455387 ] [ 0.51854115 0.3654142 0.64529289 0.30769271 0.65524156] [ 0.47579235 0.6490592 0.4946408 0.6243873 0.35876022] [ 0.44088332 0.50011319 0.51850254 0.51821297 0.59702461] [ 0.29882144 0.59878843 0.46822309 0.77715579 0.63715749] [ 0.14180166 0.53606855 0.53466462 0.69165732 0.64456643] [ 0.70549341 0.44864207 0.67762931 0.34365564 0.45652128] [ 0.62255965 0.4158479 0.41175949 0.47638255 0.41723772] [ 0.76570361 0.40808429 0.45099578 0.32086999 0.42929114] [ 0.48702276 0.48213927 0.47507674 0.66913644 0.33717461] [ 0.90305236 0.32870144 0.53709282 0.18425332 0.3104394 ] [ 0.75933153 0.37933882 0.6202291 0.25236629 0.39001095] [ 0.56337967 0.56049751 0.5652847 0.44359025 0.49884891] [ 0.88376643 0.41036792 0.54117324 0.19171839 0.34086448] [ 0.83623481 0.32655761 0.62996306 0.10637801 0.34834635] [ 0.70297975 0.39142218 0.59657973 0.29328419 0.44886967] [ 0.7189248 0.28886218 0.43267539 0.32434415 0.45720891] [ 0.28054973 0.61994315 0.29891318 0.63898786 0.44078741] [ 0.40655946 0.63811213 0.31623716 0.8174502 0.56610272] [ 0.52026127 0.55033597 0.4355557 0.52244889 0.43572353] [ 0.65047687 0.47312089 0.48473482 0.69514487 0.46071759] [ 0.65114435 0.60297037 0.40899116 0.46528672 0.38134327] [ 0.53944054 0.60927085 0.42625901 0.53681835 0.53406605] [ 0.31996491 0.67099304 0.2842196 0.72612855 0.36937599] [ 0.31418812 0.56320115 0.47771401 0.65993761 0.44449868] [ 0.63723096 0.48322068 0.60892835 0.36961472 0.45262849] [ 0.43466219 0.4039534 0.55579955 0.67295454 0.42448529] [ 0.73384678 0.32489939 0.4492165 0.18040948 0.38904728] [ 0.39029403 0.45280114 0.58104893 0.74933978 0.47678305] [ 0.40665825 0.6824026 0.45859118 0.77026468 0.47779905] [ 0.09211837 0.66813484 0.38004946 0.88926046 0.50323612] [ 0.7818222 0.3282621 0.55956557 0.26369823 0.52668506] [ 0.71016578 0.50674708 0.5362538 0.42477363 0.46846602] [ 0.29215921 0.44409697 0.50827497 0.79344078 0.41758164] [ 0.60957291 0.51189717 0.55455156 0.47016498 0.42872661] [ 0.77651687 0.44433936 0.54178822 0.20268154 0.40901174] [ 0.21820732 0.52449294 0.53670948 0.85220836 0.61794358] [ 0.76740159 0.47814717 0.58850121 0.29601397 0.35266311] [ 0.22794355 0.58382372 0.50035831 0.8417334 0.54921143] [ 0.45978948 0.62576633 0.34153682 0.69888558 0.3803045 ] [ 0.1676391 0.70091665 0.47120833 0.76565916 0.54485925] [ 0.40109317 0.52684699 0.55099749 0.83936729 0.54143046] [ 0.26676909 0.6330054 0.42026415 0.70741747 0.51012031] [ 0.51727031 0.56425905 0.31819385 0.67365959 0.34369336] [ 0.61736915 0.45167878 0.61038941 0.54815446 0.34848046] [ 0.26872286 0.57572897 0.51327302 0.83381918 0.50198813] [ 0.5394367 0.57296278 0.44258893 0.61798587 0.34669211] [ 0.13119324 0.57129997 0.41106056 0.92198269 0.52746216] [ 0.42922247 0.51340922 0.45899879 0.71580848 0.49043433] [ 0.68216501 0.39925132 0.62717253 0.60816635 0.41191399] [ 0.83991434 0.41956006 0.47507386 0.4076435 0.32679271] [ 0.56720537 0.61825342 0.41128827 0.64221234 0.38742423] [ 0.72502445 0.26765481 0.60773189 0.35650347 0.42104215] [ 0.62456328 0.47505516 0.39352539 0.49434706 0.34491847] [ 0.23560637 0.53495738 0.54012557 0.84534935 0.52603537] [ 0.77314654 0.40669738 0.66363217 0.33996708 0.43598795] [ 0.80192635 0.51319585 0.41413429 0.25900257 0.37758029] [ 0.80835408 0.30761307 0.5157361 0.34282084 0.44323397] [ 0.34173578 0.51899439 0.43114612 0.62377804 0.58799674] [ 0.5366505 0.47374464 0.43658048 0.55917225 0.43375857] [ 0.26323911 0.5797108 0.45213965 0.6976883 0.60016838] [ 0.20850764 0.55684183 0.5296709 0.8543186 0.50414463] [ 0.22821981 0.44749261 0.36884807 0.80220636 0.42703868] [ 0.82222027 0.34263712 0.63038098 0.28381774 0.42666409] [ 0.26323177 0.71784124 0.23787511 0.79312886 0.47934562] [ 0.75650381 0.49524696 0.44654437 0.2175628 0.37699501] [ 0.71961095 0.43432157 0.46759182 0.2574892 0.43585104] [ 0.81770318 0.41568846 0.54628956 0.25344054 0.37809741] [ 0.47565743 0.64515612 0.58321602 0.57135848 0.46565255] [ 0.73148889 0.43335562 0.39724635 0.26832361 0.3349324 ] [ 0.31960132 0.60419493 0.59363399 0.81318265 0.60134889] [ 0.85704828 0.48448347 0.50182794 0.30073285 0.40736164] [ 0.13415156 0.62441627 0.40022228 0.90478901 0.43987208] [ 0.50792696 0.66349984 0.47169503 0.60200724 0.47881411] [ 0.82498092 0.30913263 0.41382362 0.25297086 0.28549705] [ 0.24241213 0.68619321 0.35553499 0.72079991 0.49648892] [ 0.82487512 0.35698569 0.53504768 0.20693483 0.44670654] [ 0.16294168 0.64725415 0.4747624 0.78230027 0.46942802] [ 0.38012387 0.48726527 0.54062466 0.76523203 0.50930267] [ 0.48120971 0.45537849 0.41927062 0.40453494 0.46972117] [ 0.3891476 0.62952709 0.29779077 0.57439635 0.44201535] [ 0.34876666 0.46323761 0.41638471 0.82939361 0.50804626] [ 0.39424599 0.58180152 0.32042525 0.68030559 0.57213814] [ 0.29529074 0.60369057 0.5173252 0.84155598 0.64168157] [ 0.46790422 0.50031868 0.5443744 0.4952395 0.48831712] [ 0.82859968 0.48813227 0.57132315 0.22591189 0.46890468] [ 0.45966992 0.52003436 0.44066761 0.81104071 0.37903309] [ 0.44610277 0.52741169 0.51888118 0.58394175 0.36293515] [ 0.7252048 0.5082046 0.57217174 0.51850642 0.41224252] [ 0.27325525 0.59020719 0.53091056 0.81695609 0.44854747] [ 0.82655755 0.42753032 0.56964167 0.178499 0.44393335] [ 0.50737011 0.41061091 0.54690577 0.46431781 0.60923866] [ 0.29316768 0.5386699 0.45094218 0.83149016 0.528294 ] [ 0.55201433 0.51944584 0.49628942 0.46291464 0.32946934] [ 0.56863069 0.4675871 0.49359508 0.55443384 0.46759042] [ 0.88703711 0.31969193 0.47818346 0.25119616 0.4103459 ] [ 0.31634745 0.56605729 0.49929108 0.77054436 0.40503558] [ 0.24240134 0.57817277 0.48946834 0.80755523 0.61424614] [ 0.55295255 0.42355477 0.46833415 0.53275436 0.2854413 ] [ 0.75344692 0.42610945 0.45710909 0.50028688 0.53368817] [ 0.53182575 0.45322213 0.5051396 0.34925234 0.38194698] [ 0.41357131 0.60655623 0.39969842 0.57197463 0.41413172] [ 0.42553729 0.55747838 0.23566533 0.69506265 0.44761999] [ 0.54848931 0.39490022 0.35507258 0.3761303 0.46112173] Progress: 32.0% ... Training loss: 0.576 ... Validation loss: 0.978[ 0.30752102 0.5803959 0.45638318 0.76455579 0.4128864 ] [ 0.10291043 0.54672815 0.40952667 0.88066029 0.55193392] [ 0.15639109 0.73332215 0.30102227 0.80396316 0.56246335] [ 0.54824502 0.46358726 0.52831686 0.65091658 0.32855187] [ 0.40041301 0.56183853 0.44396599 0.71133836 0.64723245] [ 0.65514793 0.41278711 0.4760253 0.36645674 0.45207883] [ 0.66373753 0.40142899 0.5030659 0.40250167 0.45279546] [ 0.4069164 0.5488983 0.50534352 0.41241407 0.48600856] [ 0.73903727 0.45483639 0.42228964 0.32742486 0.30744132] [ 0.58724209 0.40907951 0.50902653 0.32274198 0.55669828] [ 0.519737 0.45458556 0.61624765 0.53162979 0.5671881 ] [ 0.73520569 0.3605519 0.57809449 0.26505942 0.41392584] [ 0.86412993 0.4390328 0.65042543 0.20411346 0.45412145] [ 0.20295719 0.56961933 0.37266356 0.81847377 0.54545093] [ 0.26528238 0.55854057 0.56361241 0.83106297 0.66946157] [ 0.37321007 0.58338786 0.34069637 0.67347838 0.50456084] [ 0.62007252 0.46574489 0.52263278 0.44006841 0.35462225] [ 0.46030823 0.37780421 0.48602885 0.58458937 0.50993872] [ 0.46898826 0.42454555 0.61582686 0.43647904 0.49128254] [ 0.62676624 0.46211813 0.50716157 0.73970232 0.3546615 ] [ 0.51506262 0.56157296 0.45277607 0.61022185 0.38549536] [ 0.33334901 0.47845233 0.45279512 0.7429581 0.67602226] [ 0.49312182 0.53424532 0.50706235 0.45158563 0.36584497] [ 0.10266409 0.52287639 0.37573159 0.92153659 0.54129029] [ 0.17571787 0.6303283 0.37788613 0.88733734 0.43967774] [ 0.08966133 0.63914684 0.44959969 0.9272344 0.62025567] [ 0.42103057 0.59766687 0.49394185 0.67826115 0.59504239] [ 0.51952001 0.61266521 0.48575533 0.47825489 0.41538924] [ 0.1692628 0.52806131 0.4686417 0.70956478 0.6002942 ] [ 0.77993606 0.46572727 0.55422078 0.3194176 0.40499908] [ 0.70608882 0.32902268 0.54701058 0.39049842 0.45549129] [ 0.18831567 0.61857995 0.44957188 0.84758716 0.53564482] [ 0.83408732 0.40635175 0.49472597 0.27856313 0.4169282 ] [ 0.62268519 0.49019761 0.58905669 0.27312444 0.54668549] [ 0.28153217 0.6204331 0.38454223 0.67321689 0.38025301] [ 0.26128453 0.64187758 0.41158802 0.74806949 0.604629 ] [ 0.24028227 0.4654197 0.4420361 0.87633325 0.59183663] [ 0.40281148 0.52606865 0.56776808 0.44968291 0.54111913] [ 0.17964367 0.6241616 0.44285267 0.90813547 0.6503676 ] [ 0.27434724 0.6386976 0.38611406 0.80576625 0.45880355] [ 0.54646113 0.38954018 0.59714459 0.41305763 0.53043583] [ 0.84990923 0.3514686 0.59070264 0.17502521 0.4527803 ] [ 0.25842474 0.54608468 0.48295873 0.610333 0.52991341] [ 0.33890856 0.68430518 0.43540211 0.67701521 0.38357705] [ 0.51718858 0.62991967 0.43392865 0.55125588 0.34354088] [ 0.75773167 0.49982755 0.35141185 0.42806003 0.42688905] [ 0.71486359 0.41091789 0.33189025 0.4521209 0.36726982] [ 0.12975015 0.47987209 0.41371879 0.88748517 0.58802739] [ 0.47191364 0.56640091 0.38100513 0.56637894 0.42265827] [ 0.60676668 0.5828257 0.36225498 0.44212445 0.47271539] [ 0.66847435 0.49742108 0.57619688 0.47881324 0.48346841] [ 0.79945147 0.5447303 0.43013904 0.27911835 0.35025472] [ 0.84355261 0.59459996 0.2608306 0.41471266 0.26815633] [ 0.53111058 0.4550167 0.46665967 0.74710634 0.34622762] [ 0.18013683 0.64107891 0.39788946 0.87257049 0.54318796] [ 0.67712906 0.55607932 0.48386942 0.51735875 0.51839442] [ 0.8310986 0.47295772 0.5184282 0.45960121 0.37403301] [ 0.33915734 0.59194847 0.46912384 0.79846693 0.39174181] [ 0.3035213 0.55775156 0.58590452 0.66909442 0.57418597] [ 0.40515707 0.53043146 0.51666015 0.7714852 0.43964175] [ 0.24876724 0.4872963 0.55332937 0.88924209 0.59753135] [ 0.72963317 0.36252719 0.52502337 0.32470668 0.46812468] [ 0.48525565 0.42256728 0.40226035 0.5401558 0.35686774] [ 0.64409624 0.62030393 0.30035957 0.48233975 0.32209951] [ 0.23241567 0.68295936 0.30946222 0.85953052 0.55756331] [ 0.60495433 0.52674005 0.48520891 0.37039517 0.58826755] [ 0.62872274 0.37996655 0.6462128 0.70700062 0.38529994] [ 0.6052306 0.4503627 0.65325422 0.59129778 0.42617493] [ 0.14137056 0.63642886 0.44041142 0.78860009 0.53859087] [ 0.12191459 0.61525437 0.43337957 0.73419724 0.50936704] [ 0.7878494 0.27730572 0.45709267 0.17633307 0.3374362 ] [ 0.29995124 0.47705567 0.43369246 0.68966297 0.4362499 ] [ 0.77867191 0.44610352 0.50992422 0.32661819 0.50019609] [ 0.64059863 0.45238004 0.51058224 0.52272739 0.45649536] [ 0.56314815 0.47799802 0.59043864 0.61150979 0.36750548] [ 0.58518137 0.53192165 0.45579486 0.37801327 0.53997033] [ 0.75091481 0.4734433 0.39083437 0.30091762 0.31043731] [ 0.46407121 0.45217708 0.6715246 0.63502884 0.33472474] [ 0.18517581 0.6346026 0.42595918 0.85220232 0.42880242] [ 0.61644757 0.52410804 0.43062098 0.62646179 0.48369253] [ 0.26480848 0.54633798 0.41729517 0.65313858 0.47959215] [ 0.71061493 0.43224055 0.38624448 0.28555122 0.33567558] [ 0.58369452 0.58823602 0.28520924 0.66079324 0.36414483] [ 0.26838885 0.41819018 0.61678434 0.65418411 0.53172948] [ 0.46723405 0.42585817 0.491129 0.65664084 0.30483755] [ 0.69269756 0.49309147 0.56657878 0.24029045 0.50147589] [ 0.53925877 0.5552212 0.51457427 0.60170384 0.49329062] [ 0.42114074 0.52639881 0.55752845 0.82067797 0.47026918] [ 0.35996455 0.59688551 0.48910643 0.68174023 0.59111602] [ 0.73684258 0.42034916 0.53277084 0.41248101 0.3520466 ] [ 0.80145801 0.51346593 0.41402229 0.2592007 0.37767733] [ 0.35249489 0.46220857 0.51199432 0.57717468 0.64053409] [ 0.32630583 0.61856876 0.53331623 0.60290719 0.5519775 ] [ 0.61786892 0.62966761 0.40509244 0.60378416 0.44497482] [ 0.34725633 0.63592635 0.46209317 0.6732297 0.55321602] [ 0.29181201 0.55002779 0.39025076 0.67033597 0.59745986] [ 0.7851346 0.55604855 0.39079065 0.48001761 0.4765425 ] [ 0.79405179 0.40454422 0.48490361 0.25341849 0.44416495] [ 0.79159441 0.3309169 0.56727676 0.20822723 0.43779674] [ 0.62677847 0.49652557 0.45960588 0.23511399 0.38454385] [ 0.4373411 0.49947821 0.50904555 0.63164571 0.57775053] [ 0.21797671 0.71510977 0.38663942 0.79155619 0.52329852] [ 0.29811596 0.70690506 0.38827422 0.80245132 0.45054906] [ 0.51788084 0.49264991 0.5589365 0.67254558 0.45225144] [ 0.52083579 0.53122697 0.48819813 0.65177094 0.51988261] [ 0.50922953 0.66807738 0.45634787 0.6000067 0.39934961] [ 0.4373085 0.65206551 0.33003744 0.70002642 0.52960917] [ 0.25276163 0.67670369 0.4360782 0.7244841 0.54744156] [ 0.82896995 0.38448312 0.60931016 0.21949019 0.46028428] [ 0.5227512 0.57716489 0.30869359 0.48007811 0.38462439] [ 0.80532025 0.41783196 0.56211284 0.38084699 0.48163606] [ 0.80267413 0.41611663 0.43077651 0.22841222 0.24350233] [ 0.2183568 0.54165774 0.59127357 0.83339848 0.52791702] [ 0.82758218 0.36278261 0.53890701 0.23650463 0.37792868] [ 0.09273347 0.61905399 0.44187054 0.92859881 0.49974871] [ 0.41028381 0.48245329 0.51246761 0.42867826 0.44225508] [ 0.16813427 0.59636089 0.38748797 0.87344455 0.49809933] [ 0.86052606 0.45229983 0.49865414 0.31383709 0.30307428] [ 0.594886 0.60983633 0.44013391 0.5391123 0.38758781] [ 0.39101955 0.62485367 0.44128543 0.59187185 0.45185851] [ 0.60429311 0.39351226 0.42955409 0.66906662 0.29694878] [ 0.39763739 0.70309217 0.41058733 0.65781185 0.40377046] [ 0.34165015 0.54548842 0.43977634 0.82125381 0.4991986 ] [ 0.25756231 0.54618716 0.56676537 0.83777128 0.41836771] [ 0.73149865 0.36635432 0.49029716 0.33115434 0.54398195] [ 0.86052905 0.30961412 0.58991417 0.30539902 0.33499075] [ 0.8141255 0.53801564 0.44458049 0.29769274 0.32459754] [ 0.2666963 0.58460598 0.44556076 0.86836359 0.55607076] Progress: 32.1% ... Training loss: 0.576 ... Validation loss: 0.977[ 0.45423271 0.48261949 0.63220065 0.69172855 0.39538842] [ 0.8524952 0.48932622 0.47913342 0.1576583 0.34691007] [ 0.34921594 0.56405424 0.4945298 0.67012594 0.31974254] [ 0.38049024 0.39820302 0.53250984 0.80042636 0.48767064] [ 0.59935993 0.48885018 0.58955469 0.31409426 0.57342003] [ 0.29848032 0.58011605 0.47339853 0.73806977 0.34836222] [ 0.32812463 0.64478318 0.32983351 0.79532008 0.37460793] [ 0.61959456 0.45795096 0.35993619 0.3782244 0.41548016] [ 0.58958942 0.51847428 0.3637988 0.36161671 0.41587672] [ 0.6514369 0.40488185 0.39770851 0.45211943 0.6091908 ] [ 0.59349441 0.55279837 0.55722812 0.70484902 0.45280267] [ 0.13446574 0.49711489 0.60976558 0.88132042 0.69783267] [ 0.68735115 0.50801993 0.58763969 0.44104484 0.4079469 ] [ 0.60509762 0.29396765 0.5601691 0.71656337 0.41882094] [ 0.36185049 0.51807952 0.38448621 0.54485023 0.53051947] [ 0.67642847 0.43956906 0.49029683 0.24243355 0.41553865] [ 0.45007076 0.53713532 0.56472112 0.45034837 0.53843836] [ 0.2252241 0.55638316 0.5205767 0.70833961 0.5767125 ] [ 0.66590667 0.28340681 0.38328598 0.29892883 0.42955999] [ 0.87528666 0.35347126 0.57122973 0.25232949 0.33160359] [ 0.23780193 0.63669849 0.38409613 0.611396 0.51853721] [ 0.47164349 0.59350033 0.57177642 0.49338072 0.43676235] [ 0.41831788 0.59983056 0.4315941 0.61772614 0.52998708] [ 0.08737663 0.62946721 0.47298878 0.87514874 0.47319396] [ 0.75364146 0.3955267 0.57250361 0.2855824 0.43678919] [ 0.57190053 0.61784303 0.35147436 0.5193194 0.35490361] [ 0.66439612 0.53456392 0.42841421 0.77396232 0.43960352] [ 0.2033123 0.70293872 0.39581492 0.81061217 0.45478823] [ 0.46345196 0.45197525 0.36961454 0.5881012 0.41637782] [ 0.19854309 0.63211792 0.39770971 0.88450439 0.5371433 ] [ 0.80723701 0.48187349 0.41410978 0.50478119 0.42718451] [ 0.20673127 0.50662341 0.46579403 0.83376436 0.54690487] [ 0.66405327 0.53102849 0.54759243 0.43058379 0.42693179] [ 0.67642847 0.43956906 0.49029683 0.24243355 0.41553865] [ 0.75763696 0.47704563 0.57324784 0.45606879 0.43355067] [ 0.38537442 0.58667242 0.50777256 0.7438816 0.5484025 ] [ 0.68494555 0.69936991 0.43791115 0.62155392 0.39572549] [ 0.4348084 0.64292776 0.5078132 0.53046805 0.47066435] [ 0.29994768 0.52931582 0.56767555 0.83407206 0.49625481] [ 0.83054998 0.38968482 0.53911549 0.2662795 0.361176 ] [ 0.55837864 0.49888501 0.42195178 0.65535199 0.48810456] [ 0.68932003 0.4792791 0.5823992 0.3821019 0.51023799] [ 0.82093911 0.40473308 0.43372844 0.22269103 0.31370474] [ 0.7709824 0.48946607 0.47041997 0.2376196 0.40679682] [ 0.54918551 0.49062784 0.52114777 0.27414608 0.53524202] [ 0.83678932 0.45271949 0.57988886 0.38426191 0.36046843] [ 0.42158898 0.55380849 0.49882077 0.53227934 0.42957413] [ 0.46326434 0.45126282 0.57641008 0.71989738 0.45154016] [ 0.56685487 0.61693327 0.56815332 0.54920579 0.49830668] [ 0.65386545 0.476262 0.55994785 0.41017252 0.61400428] [ 0.71917879 0.45822671 0.70315591 0.4554861 0.32804597] [ 0.1555218 0.68461679 0.3788829 0.84709242 0.58144892] [ 0.4323496 0.55221124 0.48665277 0.76532427 0.39904393] [ 0.80663915 0.43849197 0.5439399 0.3159172 0.27520017] [ 0.78807607 0.44426072 0.4524913 0.22767445 0.28370281] [ 0.61979092 0.4298663 0.50669721 0.44970895 0.49755871] [ 0.32006492 0.55209653 0.61264792 0.79509814 0.48272365] [ 0.63928137 0.40639395 0.68918651 0.56379015 0.34651453] [ 0.53275629 0.59128608 0.39443122 0.61934489 0.48958902] [ 0.37725902 0.64781283 0.37303259 0.68698361 0.55017269] [ 0.81069108 0.28941763 0.53304228 0.22388583 0.399727 ] [ 0.48539094 0.6074878 0.41988449 0.73460153 0.51800551] [ 0.18708561 0.53949285 0.56211736 0.82460455 0.64715817] [ 0.30054722 0.59286811 0.3706013 0.72590756 0.57713266] [ 0.86994131 0.42453098 0.54493958 0.30695705 0.4049147 ] [ 0.86411625 0.37052263 0.63965182 0.23214475 0.41703325] [ 0.36006253 0.5356834 0.37764977 0.62183253 0.43268351] [ 0.68170825 0.39376146 0.71738886 0.42325574 0.43598785] [ 0.38899172 0.53416179 0.53679981 0.77057424 0.46798068] [ 0.77209245 0.44295958 0.40855021 0.2303591 0.30451469] [ 0.74474729 0.42821893 0.59356036 0.25640987 0.38364133] [ 0.84551171 0.36940829 0.51315126 0.23102476 0.41462712] [ 0.60500337 0.42192675 0.52812703 0.30595185 0.44916388] [ 0.7438487 0.54960321 0.55263985 0.47831064 0.35350141] [ 0.62798638 0.45327078 0.54428098 0.45195444 0.31680489] [ 0.19082087 0.66162819 0.47158712 0.75936964 0.60578586] [ 0.352285 0.48480013 0.47618799 0.61423046 0.52507411] [ 0.45623342 0.44389338 0.49940586 0.69371553 0.5485619 ] [ 0.79796372 0.35402892 0.60134874 0.17319637 0.45199785] [ 0.8269176 0.36765632 0.52597999 0.19289632 0.42414921] [ 0.75484083 0.56002877 0.5748366 0.45608375 0.45856682] [ 0.43061351 0.50684349 0.4434603 0.39387042 0.49256617] [ 0.18919821 0.51340378 0.53587211 0.72708135 0.67880568] [ 0.53493852 0.43811922 0.62452593 0.6322957 0.41232595] [ 0.40641854 0.49788497 0.29862373 0.76877965 0.39440007] [ 0.50105915 0.40018816 0.51198268 0.41299046 0.53625626] [ 0.50726422 0.47832675 0.42768994 0.52540343 0.44594023] [ 0.79159623 0.34970285 0.47938877 0.19524115 0.30376026] [ 0.50610193 0.67968553 0.49906403 0.51553348 0.53831899] [ 0.44252283 0.58271231 0.66006977 0.42769536 0.58407269] [ 0.66875015 0.37106196 0.43795138 0.54326293 0.29965563] [ 0.51320398 0.55439577 0.58106418 0.71737179 0.49716304] [ 0.27445656 0.56061511 0.46828337 0.78676795 0.53716925] [ 0.40393469 0.47995607 0.44353702 0.67187343 0.591874 ] [ 0.36159758 0.64313815 0.49924377 0.60552203 0.43127587] [ 0.37461232 0.57492555 0.52140059 0.73334067 0.47510768] [ 0.33906608 0.63327329 0.39592873 0.60273699 0.44424434] [ 0.65832882 0.45436154 0.47510142 0.40782527 0.4839779 ] [ 0.30676687 0.46510251 0.54630821 0.59092609 0.4966417 ] [ 0.49371567 0.5879855 0.46725565 0.66017493 0.38332361] [ 0.46483691 0.52957744 0.39336837 0.80794107 0.37180615] [ 0.38812152 0.61762921 0.42795435 0.79910176 0.59100464] [ 0.41657449 0.52785555 0.57128798 0.812194 0.42655217] [ 0.72679885 0.53649623 0.50056436 0.25116031 0.48418166] [ 0.43769137 0.53004661 0.52699296 0.71810878 0.49399184] [ 0.47598299 0.66070416 0.35030646 0.7747795 0.4493388 ] [ 0.18919821 0.51340378 0.53587211 0.72708135 0.67880568] [ 0.62954815 0.63806891 0.5060346 0.47774155 0.35640964] [ 0.61655871 0.55379214 0.62458069 0.51633308 0.4496382 ] [ 0.41754262 0.42758001 0.61906943 0.51726997 0.42034176] [ 0.5655439 0.43412503 0.61350779 0.62503118 0.44032626] [ 0.76385306 0.51152747 0.60489268 0.22373909 0.48525435] [ 0.56784162 0.44252155 0.50012704 0.46335107 0.44611085] [ 0.52766893 0.38227004 0.45367406 0.68040807 0.49783708] [ 0.8088816 0.37797852 0.49089357 0.32614145 0.42535269] [ 0.54561762 0.39983685 0.55832088 0.74096801 0.30871857] [ 0.25744002 0.73964048 0.39312161 0.83040934 0.49017721] [ 0.46032637 0.45545526 0.57710449 0.6728389 0.42845897] [ 0.46803929 0.62640152 0.49761789 0.54187316 0.47743539] [ 0.824692 0.40419501 0.62331069 0.24755923 0.45067035] [ 0.27452567 0.58956335 0.53117366 0.81653284 0.44831224] [ 0.46666303 0.43992551 0.45764832 0.64556376 0.29057338] [ 0.26869514 0.5321872 0.47108542 0.80970425 0.49479116] [ 0.28539736 0.6174853 0.54059844 0.74345725 0.53615295] [ 0.77368547 0.49274273 0.49617647 0.3135475 0.37570664] [ 0.26823847 0.6825916 0.29904833 0.7965877 0.57650174] [ 0.65956438 0.44764241 0.44897465 0.32084895 0.46015687] [ 0.46623776 0.54144338 0.42108354 0.68116419 0.3458753 ] Progress: 32.1% ... Training loss: 0.576 ... Validation loss: 0.975[ 0.67707044 0.31137064 0.4820159 0.42442984 0.40720256] [ 0.5334362 0.4490801 0.48618901 0.76798341 0.42293835] [ 0.26718975 0.59873755 0.48756827 0.5821799 0.53758867] [ 0.89667166 0.32472748 0.59839989 0.14598567 0.24891703] [ 0.59055204 0.36467653 0.56910133 0.71262744 0.40257312] [ 0.46360743 0.49405767 0.55667581 0.64812647 0.37588762] [ 0.7657275 0.26872543 0.52320992 0.30861739 0.43389528] [ 0.29217405 0.62878613 0.29372217 0.80249192 0.429558 ] [ 0.76075893 0.33031513 0.52051916 0.29023442 0.33119012] [ 0.49850731 0.57182824 0.37170185 0.53476373 0.39833877] [ 0.4833433 0.42354289 0.40184844 0.54127628 0.35721492] [ 0.71756837 0.55716712 0.41680359 0.36738531 0.5169588 ] [ 0.64668112 0.57706719 0.39045573 0.34962554 0.31304443] [ 0.36884093 0.64336455 0.39125231 0.63855929 0.36051372] [ 0.67770392 0.51083571 0.33346114 0.8524606 0.36431187] [ 0.71031073 0.36284412 0.63414019 0.55589771 0.39958971] [ 0.71117525 0.31428713 0.64696704 0.24372102 0.52693965] [ 0.26906477 0.61627958 0.43494732 0.7524558 0.51911058] [ 0.48284826 0.64158091 0.5123989 0.67204967 0.39947772] [ 0.24043326 0.65644042 0.41894456 0.67059489 0.57888789] [ 0.85087377 0.37810798 0.5549671 0.19012606 0.37643858] [ 0.555934 0.38354333 0.6169739 0.32286651 0.57819905] [ 0.6059168 0.49283557 0.33007502 0.56197388 0.47730057] [ 0.41738276 0.48499647 0.45470546 0.65373182 0.41470054] [ 0.71119389 0.49350265 0.46052873 0.38060806 0.25732006] [ 0.23780939 0.55969476 0.51280312 0.87784417 0.47903044] [ 0.1041613 0.64789588 0.44391883 0.92342533 0.5625975 ] [ 0.63074918 0.43452909 0.60171673 0.3250944 0.41434132] [ 0.06622086 0.56284313 0.49750789 0.91859899 0.64903219] [ 0.51810291 0.33555449 0.38934535 0.63083486 0.35455952] [ 0.61699566 0.50501929 0.6367938 0.66587617 0.44201242] [ 0.18095899 0.45490425 0.4024034 0.90012019 0.55525186] [ 0.76483592 0.52003662 0.42056405 0.30518721 0.4006913 ] [ 0.15524387 0.56270644 0.27501581 0.82271962 0.49420351] [ 0.58716588 0.55910157 0.46842963 0.53530813 0.44207993] [ 0.86137169 0.4339461 0.46785724 0.24270562 0.32265365] [ 0.52321794 0.55950399 0.27738345 0.53350783 0.39102269] [ 0.06622086 0.56284313 0.49750789 0.91859899 0.64903219] [ 0.70847717 0.55300004 0.59263407 0.37461698 0.46126506] [ 0.78121893 0.53795799 0.57192401 0.39931341 0.43354452] [ 0.80367191 0.33618634 0.58864553 0.2169542 0.35518838] [ 0.70996148 0.51640126 0.48301942 0.34016844 0.33251183] [ 0.4496835 0.38699257 0.44501599 0.69390943 0.44362747] [ 0.52526188 0.41387071 0.60430779 0.5852239 0.34251099] [ 0.28006456 0.62323329 0.45221183 0.86287217 0.55449451] [ 0.78483876 0.38992883 0.66243022 0.1556682 0.48695432] [ 0.27578933 0.62835594 0.40515856 0.86351407 0.49646195] [ 0.35012462 0.68130127 0.46041839 0.72135324 0.51727009] [ 0.5322506 0.51819136 0.49014185 0.56324417 0.50773361] [ 0.19047967 0.64008716 0.50842704 0.87818213 0.63720004] [ 0.57963171 0.57499922 0.51858092 0.43692968 0.46377072] [ 0.66673273 0.39975235 0.61857163 0.46237075 0.40671127] [ 0.26938126 0.57002695 0.48541604 0.82598339 0.54207933] [ 0.73248863 0.44735232 0.45086588 0.31341612 0.30558979] [ 0.84834989 0.29315666 0.59249327 0.19407086 0.43034459] [ 0.5845726 0.3551459 0.55884234 0.56812221 0.35739531] [ 0.6051906 0.52220347 0.45400818 0.42981776 0.46067059] [ 0.15737124 0.57277283 0.30431628 0.76573442 0.52899941] [ 0.18137474 0.68845331 0.4045436 0.81494857 0.62851035] [ 0.81001412 0.48083927 0.57052659 0.12673072 0.48886879] [ 0.4728791 0.44841819 0.40406521 0.58256505 0.31403212] [ 0.42087943 0.40878062 0.48597941 0.81200555 0.38649462] [ 0.64876717 0.70337206 0.32491117 0.64307544 0.37247899] [ 0.52724859 0.42765074 0.66510924 0.56447455 0.4447638 ] [ 0.38513675 0.5724109 0.42971164 0.72541133 0.37598725] [ 0.28028685 0.65098021 0.34126449 0.67847777 0.4502079 ] [ 0.50412911 0.38231397 0.51346192 0.51386547 0.61538867] [ 0.33606443 0.63303752 0.39486927 0.75369709 0.47480122] [ 0.43296261 0.60685048 0.32467745 0.6855098 0.42197601] [ 0.63921887 0.43913982 0.42616958 0.42357264 0.45483333] [ 0.45124944 0.42146414 0.43557684 0.55676736 0.44275258] [ 0.46998391 0.42245356 0.52633963 0.64952884 0.36853643] [ 0.49330623 0.44527277 0.59212618 0.60757532 0.3493403 ] [ 0.82702796 0.47448377 0.41901961 0.42216326 0.30179158] [ 0.58262336 0.3986799 0.47775192 0.6740123 0.31566454] [ 0.39585267 0.72336967 0.42551929 0.78914814 0.5426684 ] [ 0.1727727 0.65729852 0.41543122 0.75187586 0.41349705] [ 0.28360807 0.53490222 0.50327195 0.78119159 0.43093083] [ 0.14167971 0.56320663 0.58835082 0.83174131 0.61966665] [ 0.51445732 0.47453483 0.44337327 0.65297879 0.33222673] [ 0.1978545 0.66626227 0.37371213 0.7523883 0.49323265] [ 0.4267771 0.48429469 0.49654711 0.7835 0.36770458] [ 0.41957275 0.41537148 0.54038971 0.59469995 0.43313548] [ 0.31860266 0.5009329 0.52181593 0.72120068 0.493544 ] [ 0.76368802 0.51157682 0.60486464 0.22377349 0.48527098] [ 0.48116764 0.42383032 0.46674866 0.60234742 0.35119206] [ 0.338985 0.65324595 0.51652803 0.76405042 0.5862079 ] [ 0.74469412 0.43410983 0.39956045 0.28953138 0.41368943] [ 0.61030524 0.50245262 0.38459678 0.39700996 0.32909381] [ 0.73437856 0.49497015 0.45585375 0.36652192 0.44793611] [ 0.42189943 0.59525821 0.43161486 0.52558062 0.45495752] [ 0.32179705 0.55377455 0.5126005 0.77003918 0.53109421] [ 0.34661112 0.62847486 0.33109647 0.72890354 0.40840554] [ 0.37030846 0.49707426 0.6747185 0.8134323 0.48462236] [ 0.50358147 0.47301026 0.62024179 0.68058181 0.46777914] [ 0.80847551 0.3392627 0.39872416 0.18309873 0.31432212] [ 0.44994585 0.64926002 0.43637405 0.55044414 0.36497075] [ 0.75484362 0.4889333 0.50896866 0.39668948 0.35997706] [ 0.50177923 0.38115579 0.55643941 0.55833273 0.34956482] [ 0.30385367 0.53794685 0.50724159 0.71252168 0.47755172] [ 0.45756358 0.45597959 0.49832846 0.69316757 0.31768201] [ 0.64832623 0.55781563 0.46707415 0.53007232 0.32065692] [ 0.7125005 0.57597629 0.37613469 0.59335931 0.38851906] [ 0.7451059 0.55908235 0.49420009 0.3418452 0.39881155] [ 0.69406465 0.57815877 0.57662946 0.5222552 0.41785506] [ 0.5953066 0.49395378 0.69962348 0.48202664 0.47276177] [ 0.61576186 0.39913067 0.62711084 0.59188529 0.42109084] [ 0.53311868 0.6470628 0.36380594 0.64704908 0.42451686] [ 0.44059488 0.54634128 0.51968589 0.82879309 0.46204797] [ 0.59571144 0.53807559 0.51540634 0.48899243 0.37188502] [ 0.71650154 0.41736279 0.55777912 0.13190081 0.51889122] [ 0.18712215 0.69314781 0.53765217 0.75844585 0.59597363] [ 0.66451517 0.56651194 0.52591011 0.33286839 0.53927918] [ 0.226804 0.70212189 0.3847725 0.78046402 0.43507803] [ 0.5943708 0.43908611 0.5779905 0.29978203 0.46372984] [ 0.58563284 0.32583267 0.57845817 0.37123396 0.59766202] [ 0.33963285 0.5364853 0.52584991 0.84436098 0.55062587] [ 0.42844619 0.51234143 0.37988464 0.61007447 0.50604969] [ 0.69729285 0.52288449 0.61137978 0.44228002 0.42686908] [ 0.44229873 0.6716551 0.26492513 0.81406736 0.4113757 ] [ 0.46776428 0.50275644 0.52376222 0.51865765 0.60353721] [ 0.57463228 0.4831744 0.43824647 0.55837006 0.33516189] [ 0.34162512 0.60326304 0.45596292 0.69697111 0.5582802 ] [ 0.80855592 0.43462104 0.50932988 0.25600866 0.45203063] [ 0.31521905 0.65297223 0.37408462 0.79108713 0.44357584] [ 0.3073779 0.42535338 0.51997633 0.82001994 0.43774441] [ 0.4545441 0.49704256 0.53321604 0.78211006 0.42756864] [ 0.21623743 0.52734153 0.4366566 0.75020926 0.49498923] Progress: 32.2% ... Training loss: 0.575 ... Validation loss: 0.975[ 0.25991537 0.6680709 0.54181201 0.75700155 0.49018632] [ 0.28918741 0.63199696 0.48758995 0.84700822 0.60291703] [ 0.34272121 0.37651445 0.51903163 0.7759334 0.5858989 ] [ 0.58328787 0.47133421 0.48840582 0.67215067 0.37234028] [ 0.45219029 0.47300875 0.48534883 0.72355154 0.31647891] [ 0.39045594 0.63904643 0.33293143 0.64587807 0.37387176] [ 0.27548231 0.65127079 0.37558313 0.76310003 0.50376992] [ 0.18510302 0.63561524 0.42547961 0.85238136 0.42923754] [ 0.41552654 0.71339957 0.37919437 0.81214682 0.48982086] [ 0.33293105 0.59553341 0.47460211 0.75869531 0.48030673] [ 0.80041709 0.47022287 0.50882384 0.33776074 0.36750512] [ 0.66246713 0.39836476 0.70261111 0.48753548 0.47283775] [ 0.39663452 0.58254652 0.4657801 0.62891686 0.42845333] [ 0.37716189 0.68224016 0.43582995 0.71810481 0.47576191] [ 0.87518893 0.43393028 0.54876566 0.19514372 0.36715679] [ 0.74219513 0.33344742 0.42588659 0.3533094 0.40464443] [ 0.30505883 0.6272264 0.35595777 0.80281648 0.48620186] [ 0.57524406 0.5944869 0.38967882 0.52928144 0.42734197] [ 0.49935925 0.51472561 0.48670991 0.36463084 0.36543927] [ 0.85413928 0.39565955 0.54690682 0.32689127 0.3067838 ] [ 0.78670439 0.48384306 0.55851988 0.21364377 0.49630686] [ 0.11387884 0.51553852 0.44073991 0.90685207 0.64890012] [ 0.38437263 0.49983178 0.53232484 0.62805235 0.4309136 ] [ 0.10689157 0.61677675 0.52148161 0.91086315 0.59215622] [ 0.38005236 0.55850693 0.52808244 0.75238611 0.53384293] [ 0.57044978 0.42614411 0.4936032 0.47862775 0.59253068] [ 0.49649368 0.50435693 0.53291057 0.42786051 0.43281465] [ 0.8457422 0.36436651 0.56272809 0.16369461 0.39188917] [ 0.28068303 0.51501239 0.4472143 0.70425903 0.40173571] [ 0.83590057 0.45322957 0.60131379 0.18019335 0.43059197] [ 0.48059719 0.52820772 0.39430241 0.76854054 0.36107757] [ 0.62097421 0.618686 0.44167159 0.49299725 0.43761967] [ 0.75460572 0.4407871 0.52960738 0.34655214 0.46451432] [ 0.91706298 0.28039633 0.56368986 0.07904596 0.26722698] [ 0.39931358 0.6138243 0.46874468 0.57182681 0.36901327] [ 0.26241119 0.72802123 0.43298072 0.64425851 0.5178823 ] [ 0.078746 0.59522094 0.47841363 0.91864208 0.6334782 ] [ 0.46124439 0.56731217 0.57269987 0.78518095 0.53266092] [ 0.65090212 0.41985279 0.6671824 0.30051673 0.49368783] [ 0.64966711 0.64831601 0.4485975 0.55137996 0.35312672] [ 0.43197533 0.45624497 0.36355133 0.516082 0.37726645] [ 0.60617386 0.49349223 0.45157467 0.57930177 0.47591671] [ 0.74166881 0.41698882 0.44855509 0.3608684 0.34532837] [ 0.41645909 0.46968345 0.55982366 0.63260769 0.38488091] [ 0.8039774 0.28941705 0.5071194 0.19899334 0.36460226] [ 0.41113693 0.63073317 0.42736577 0.69413902 0.34477047] [ 0.84287913 0.37319682 0.46368489 0.19373357 0.3005671 ] [ 0.61679593 0.48289664 0.61318454 0.64652115 0.34660743] [ 0.47301181 0.61496547 0.52232821 0.6222583 0.51490072] [ 0.6976641 0.522691 0.61145241 0.44195047 0.42681038] [ 0.64639245 0.64020646 0.45027238 0.62399697 0.33708945] [ 0.48397798 0.5993502 0.56974349 0.6540671 0.49783929] [ 0.57047088 0.41503581 0.5014179 0.61343966 0.48478963] [ 0.36444093 0.50628441 0.52851851 0.77767555 0.39221808] [ 0.36683974 0.54653546 0.52325739 0.77602078 0.56274263] [ 0.73558157 0.32477302 0.54626203 0.51389781 0.38512162] [ 0.85074995 0.33382242 0.50872443 0.1548508 0.27479098] [ 0.4393632 0.56259165 0.48350081 0.67780222 0.49869367] [ 0.40090343 0.53914177 0.45424144 0.65045625 0.52856852] [ 0.31232655 0.41777587 0.64395128 0.75318488 0.57702119] [ 0.68961754 0.49523609 0.35679375 0.41916976 0.36588243] [ 0.64841417 0.46261729 0.63641785 0.59135577 0.35998999] [ 0.47004013 0.60028213 0.43043295 0.52683443 0.38004168] [ 0.51868086 0.4467808 0.48011293 0.44709371 0.44692914] [ 0.43552367 0.6428981 0.50781403 0.53006269 0.47067138] [ 0.47228462 0.65094998 0.40464788 0.49568279 0.5006622 ] [ 0.58413166 0.45036319 0.49162501 0.48593014 0.40660894] [ 0.68883214 0.42203451 0.48228164 0.42955341 0.379104 ] [ 0.28918741 0.63199696 0.48758995 0.84700822 0.60291703] [ 0.50559496 0.61591515 0.46899422 0.75806629 0.41043372] [ 0.40510837 0.52846316 0.54260938 0.61018337 0.57657749] [ 0.58070908 0.5141851 0.41898208 0.78832116 0.40029671] [ 0.36239809 0.47702749 0.50838851 0.63553063 0.66011615] [ 0.51182998 0.42554279 0.51854441 0.62178788 0.36879328] [ 0.50061352 0.45268288 0.42011283 0.73075133 0.3440624 ] [ 0.16332017 0.47738766 0.49994998 0.86740122 0.67284916] [ 0.21905297 0.50105535 0.52245159 0.89394192 0.57415445] [ 0.84706047 0.46878979 0.5832131 0.38676202 0.38502307] [ 0.56229068 0.49136758 0.50358794 0.52852959 0.43620443] [ 0.73209766 0.29934807 0.51636958 0.44112006 0.4302605 ] [ 0.57976574 0.42316232 0.60513897 0.78217896 0.3915132 ] [ 0.40031687 0.62860889 0.48835497 0.73756485 0.45011687] [ 0.73777228 0.39930467 0.48715215 0.43883437 0.3827389 ] [ 0.74748294 0.46216893 0.47231795 0.27647799 0.41044163] [ 0.48672514 0.37039536 0.44105469 0.55356223 0.47934266] [ 0.8087612 0.37802077 0.49087517 0.32617064 0.42536393] [ 0.26708693 0.58449985 0.37579874 0.72344106 0.61287588] [ 0.75035025 0.47247098 0.5736826 0.41560663 0.34296922] [ 0.27071937 0.7016695 0.29043152 0.76721606 0.53868275] [ 0.4330209 0.53003676 0.43910174 0.45011203 0.30214832] [ 0.2286607 0.60753574 0.31357383 0.65472758 0.48980713] [ 0.10056018 0.64191006 0.43517279 0.83717854 0.50107325] [ 0.61446393 0.56437753 0.5351179 0.71533157 0.43990123] [ 0.75274384 0.40324985 0.52176507 0.5097004 0.402172 ] [ 0.90645693 0.32971507 0.65939974 0.11435492 0.30984772] [ 0.43153956 0.54981853 0.55060579 0.68017193 0.58262232] [ 0.69232574 0.3599778 0.63483734 0.31829633 0.47367248] [ 0.59907778 0.44934484 0.6684671 0.59287016 0.47611585] [ 0.46277053 0.54539114 0.51431535 0.74720565 0.38838873] [ 0.61012045 0.59121598 0.42153873 0.45160423 0.37139611] [ 0.5575295 0.4100622 0.48606412 0.33444512 0.48158863] [ 0.67974353 0.3388516 0.60795168 0.33974542 0.45387967] [ 0.1431027 0.56464301 0.47522265 0.74229764 0.50880243] [ 0.47567373 0.48210892 0.43888848 0.60634869 0.3294375 ] [ 0.88410538 0.40941117 0.54157723 0.19120834 0.34053569] [ 0.68065795 0.41281102 0.42896007 0.37049971 0.42025206] [ 0.55311334 0.57085022 0.44826276 0.6846172 0.55600123] [ 0.55022889 0.47312771 0.39467575 0.54595505 0.55986524] [ 0.45052651 0.44679954 0.47002648 0.58837443 0.46484399] [ 0.30147658 0.49889376 0.59027236 0.65590707 0.55761509] [ 0.10831188 0.5916598 0.56561424 0.87327233 0.64136348] [ 0.44850274 0.50754304 0.41601922 0.50082786 0.39251167] [ 0.6976641 0.522691 0.61145241 0.44195047 0.42681038] [ 0.38025282 0.70896587 0.40034957 0.74564768 0.4737099 ] [ 0.80633538 0.49626872 0.54548205 0.18340726 0.43451157] [ 0.54896407 0.51454259 0.5899904 0.27538904 0.60445228] [ 0.71822034 0.54079028 0.3103513 0.47929856 0.36188746] [ 0.31079349 0.62368063 0.43827164 0.61748977 0.48572045] [ 0.46211164 0.45879356 0.4426378 0.41642093 0.43306523] [ 0.37965155 0.36434983 0.60438451 0.67169092 0.46378256] [ 0.30939833 0.56490324 0.387147 0.61457388 0.43731154] [ 0.62254943 0.43236551 0.53861022 0.37411205 0.29755718] [ 0.40191061 0.3982361 0.39612783 0.48344028 0.61729547] [ 0.47763617 0.48011218 0.55433058 0.57342202 0.4426888 ] [ 0.79878828 0.59538853 0.55571051 0.40754538 0.40175318] [ 0.38025282 0.70896587 0.40034957 0.74564768 0.4737099 ] [ 0.68890346 0.47969276 0.58222062 0.3822876 0.51040306] [ 0.41261006 0.48509726 0.59176777 0.49165275 0.69602022] Progress: 32.2% ... Training loss: 0.575 ... Validation loss: 0.971[ 0.39473838 0.6029283 0.34498775 0.64999905 0.42408732] [ 0.58931816 0.56907232 0.43078218 0.65166407 0.46369366] [ 0.47929167 0.44601009 0.46266044 0.50497758 0.5150523 ] [ 0.53151891 0.45541139 0.46646571 0.74705948 0.3464003 ] [ 0.57574286 0.3380735 0.62762368 0.6806671 0.46217537] [ 0.6791482 0.33910763 0.60783168 0.34005974 0.4539607 ] [ 0.80397097 0.43921549 0.57162741 0.2503818 0.43984971] [ 0.52176407 0.56882816 0.36462035 0.60380668 0.37476819] [ 0.23936158 0.44710517 0.4756844 0.88430162 0.6304611 ] [ 0.20888456 0.54087842 0.42061589 0.86746739 0.43134871] [ 0.70822643 0.32631104 0.65286867 0.25502591 0.56351089] [ 0.33842525 0.41816344 0.60534351 0.750928 0.52249385] [ 0.79947487 0.35356915 0.51951472 0.24131412 0.36805932] [ 0.77079909 0.40311744 0.44048424 0.20560835 0.41823034] [ 0.50203576 0.54515586 0.49811788 0.29528636 0.37424293] [ 0.52332798 0.55969727 0.27730203 0.53373353 0.39109854] [ 0.6174853 0.6516924 0.39288383 0.48666576 0.37703966] [ 0.47600151 0.60104799 0.4613268 0.46280026 0.31332918] [ 0.73360204 0.33741705 0.64561563 0.27148398 0.38446187] [ 0.59950206 0.49595875 0.41729655 0.44018313 0.39339529] [ 0.22027563 0.65114426 0.3483303 0.79631635 0.51139982] [ 0.08986977 0.60119471 0.44185174 0.9149833 0.59201586] [ 0.70381755 0.4497494 0.67722222 0.34475488 0.4569127 ] [ 0.22435281 0.62634027 0.38498464 0.73570318 0.4927777 ] [ 0.25292474 0.69718066 0.46400192 0.65298095 0.5502044 ] [ 0.75419166 0.29703401 0.38211386 0.37819143 0.34467996] [ 0.3221915 0.58529015 0.50522592 0.67827838 0.54757719] [ 0.78328235 0.39797697 0.56373141 0.31795195 0.46864391] [ 0.74847998 0.47250032 0.31696236 0.26489118 0.31891339] [ 0.48289522 0.41703016 0.55090798 0.63602895 0.39892639] [ 0.48043701 0.59764284 0.54035376 0.62750692 0.45762165] [ 0.58926702 0.46818256 0.63082377 0.32243126 0.56423386] [ 0.84151237 0.40872895 0.60126926 0.18740784 0.36053889] [ 0.83923889 0.44906772 0.560057 0.22948597 0.38527098] [ 0.17997271 0.51280424 0.34696584 0.88861126 0.52411294] [ 0.72773182 0.44921445 0.44339598 0.2756039 0.3766499 ] [ 0.47042071 0.56235834 0.62167599 0.49904245 0.50006493] [ 0.78620149 0.37745075 0.63002021 0.35823279 0.35535007] [ 0.6954589 0.48516533 0.44493035 0.44892789 0.51599457] [ 0.378801 0.49358481 0.57479186 0.72619157 0.48960668] [ 0.61686852 0.5159357 0.4670134 0.3503431 0.41210438] [ 0.59223187 0.51561995 0.46501591 0.66757981 0.46179529] [ 0.16980851 0.51028241 0.49608616 0.7522594 0.51512191] [ 0.38718697 0.55243046 0.46549684 0.58386229 0.58265157] [ 0.50515753 0.41735802 0.45561579 0.49029749 0.52604495] [ 0.5325424 0.51004101 0.50711719 0.39064739 0.48242179] [ 0.73244645 0.44503745 0.52350779 0.29655683 0.51246406] [ 0.56874623 0.56904778 0.44470187 0.59254698 0.38354329] [ 0.6960189 0.48885775 0.51845863 0.41546134 0.32159417] [ 0.33870325 0.58435631 0.47200401 0.86136613 0.54522934] [ 0.55438396 0.68817464 0.41518911 0.58163329 0.45387804] [ 0.69242859 0.35983173 0.53489986 0.44757858 0.51064054] [ 0.20547609 0.70880863 0.29342927 0.84397665 0.58313702] [ 0.82158082 0.48378024 0.4757687 0.2892138 0.29973162] [ 0.3715148 0.65359625 0.48723075 0.52692976 0.50695949] [ 0.33640598 0.52789073 0.48793539 0.81806955 0.4284813 ] [ 0.23010517 0.52672945 0.60216341 0.79616858 0.66077671] [ 0.62590191 0.59423931 0.40510936 0.56066011 0.3802548 ] [ 0.76355647 0.45679947 0.40295354 0.21104599 0.30431026] [ 0.11781096 0.66252797 0.45510078 0.90988396 0.62328234] [ 0.36612545 0.62305818 0.46591988 0.74258124 0.49737864] [ 0.74752582 0.44012425 0.42882246 0.33115989 0.37481889] [ 0.42665529 0.49173317 0.45835976 0.64823129 0.30565442] [ 0.84097467 0.4014742 0.52989572 0.21070781 0.4502378 ] [ 0.70613957 0.51060786 0.393909 0.70790884 0.38880187] [ 0.50829469 0.47903324 0.56776691 0.71622751 0.47544347] [ 0.26688431 0.61165352 0.46720562 0.62614239 0.3605407 ] [ 0.62838052 0.40644317 0.52043294 0.35114608 0.39648589] [ 0.37020054 0.5016691 0.61147328 0.64921924 0.5244642 ] [ 0.32271011 0.56423095 0.54291912 0.82109905 0.58079313] [ 0.38546192 0.64156918 0.46933308 0.67045831 0.63484407] [ 0.51886437 0.44820102 0.61635725 0.76772109 0.42026387] [ 0.46168501 0.47367631 0.48715357 0.31515838 0.49367734] [ 0.28675892 0.45388829 0.51815532 0.52869049 0.64035127] [ 0.42155793 0.39114993 0.51666598 0.68843789 0.35905313] [ 0.6677044 0.52159736 0.40501868 0.49257087 0.35836824] [ 0.5445119 0.5809261 0.44120204 0.40561025 0.28365149] [ 0.31712969 0.48752138 0.59562529 0.65633675 0.54336341] [ 0.31151943 0.54231368 0.37104694 0.80188002 0.38165724] [ 0.76778419 0.52033144 0.3600955 0.50313847 0.31651954] [ 0.60621981 0.47612661 0.58193579 0.42470389 0.50985795] [ 0.18129979 0.56582239 0.5642605 0.81403959 0.59080822] [ 0.60262592 0.37060712 0.51481041 0.23778711 0.31846486] [ 0.19882384 0.63274325 0.39740634 0.88458212 0.53744865] [ 0.75839984 0.32117834 0.51576742 0.22073379 0.39042485] [ 0.83010388 0.2413022 0.46655136 0.23865437 0.34672642] [ 0.28849255 0.54201008 0.50103042 0.81341716 0.48702064] [ 0.48291735 0.60475547 0.4153699 0.54284924 0.50348684] [ 0.48550149 0.43437859 0.44807528 0.45956467 0.50528362] [ 0.19007373 0.60747407 0.41100033 0.78017192 0.60114287] [ 0.58998169 0.47684652 0.4727011 0.58892711 0.26336771] [ 0.45036016 0.51162751 0.52684492 0.55169281 0.47026042] [ 0.37937527 0.49426128 0.50219562 0.63485268 0.58915075] [ 0.15016942 0.52979763 0.48643118 0.87704453 0.60283087] [ 0.41425199 0.4785499 0.52271089 0.70536885 0.43253041] [ 0.42442183 0.5813528 0.42519904 0.46289269 0.41770701] [ 0.54024091 0.42039053 0.56573286 0.25951118 0.49950623] [ 0.63535289 0.3910554 0.46897919 0.48572475 0.42234271] [ 0.38621317 0.55112312 0.52387074 0.59327846 0.52829705] [ 0.11690575 0.66652039 0.38473098 0.883941 0.48931856] [ 0.67121062 0.45284293 0.4312558 0.5840987 0.52908046] [ 0.73725487 0.43996329 0.66841009 0.40358316 0.4492237 ] [ 0.64388104 0.52494931 0.38497723 0.50128873 0.29885534] [ 0.3955104 0.56741766 0.51089553 0.74514843 0.43276146] [ 0.54453417 0.39483076 0.67780012 0.33622815 0.53671177] [ 0.68821018 0.49607526 0.35647197 0.42013019 0.36617078] [ 0.71156778 0.58129149 0.55997709 0.32957837 0.5425995 ] [ 0.73675915 0.42809501 0.38930828 0.33795158 0.42797962] [ 0.47516002 0.49010306 0.53904294 0.56015607 0.38769966] [ 0.59235114 0.47761724 0.36100455 0.43553295 0.3368118 ] [ 0.71672478 0.52408878 0.40326673 0.31634628 0.27815276] [ 0.23726531 0.71010685 0.4244168 0.69694266 0.59848952] [ 0.61428573 0.44021389 0.59020133 0.65388083 0.40352927] [ 0.46780031 0.53887331 0.35816794 0.54697239 0.32894245] [ 0.40631816 0.67627352 0.56566007 0.57635621 0.51261203] [ 0.23895143 0.69033518 0.44680394 0.74179042 0.49475909] [ 0.43932145 0.52580833 0.43255935 0.67993733 0.38989255] [ 0.58770846 0.60072859 0.46653425 0.60501486 0.39336233] [ 0.81731465 0.31955754 0.51591656 0.26199461 0.43921606] [ 0.53260865 0.42001813 0.49584794 0.59049356 0.37098545] [ 0.43225751 0.48080899 0.44451951 0.7047995 0.36070304] [ 0.59577313 0.61588783 0.33114007 0.3875689 0.34933219] [ 0.32176057 0.6906631 0.45231472 0.73078431 0.58876983] [ 0.74836216 0.52236001 0.45000483 0.39066911 0.36125482] [ 0.84610732 0.33023926 0.59276124 0.21023898 0.3783778 ] [ 0.28396666 0.57406623 0.48116555 0.88700223 0.57713229] [ 0.63593356 0.55374565 0.43768042 0.54722838 0.36159041] [ 0.25211224 0.46995743 0.56574622 0.76601538 0.62589678] Progress: 32.3% ... Training loss: 0.575 ... Validation loss: 0.971[ 0.61812476 0.5529323 0.35731553 0.63626396 0.53997879] [ 0.31911036 0.50563469 0.47934748 0.71092141 0.52564924] [ 0.29440513 0.71377062 0.29880627 0.77628319 0.35943272] [ 0.45217787 0.54742832 0.54034929 0.58182303 0.45239855] [ 0.16571978 0.56363143 0.45435177 0.69513027 0.49338823] [ 0.84028944 0.33537133 0.62892544 0.17781365 0.42497791] [ 0.74727198 0.38210059 0.55795223 0.27277283 0.44547749] [ 0.63522909 0.50156576 0.62997424 0.43774458 0.45681566] [ 0.40176003 0.61259834 0.52308944 0.68555266 0.50527588] [ 0.37032973 0.50185586 0.61139252 0.64919215 0.5245432 ] [ 0.36749802 0.55391691 0.446663 0.6918359 0.65969947] [ 0.58817004 0.45401826 0.49474327 0.34849736 0.42689564] [ 0.39961337 0.57864385 0.37696708 0.68871046 0.33754158] [ 0.62640746 0.52153381 0.51832395 0.38932644 0.50011429] [ 0.41507913 0.59780726 0.44483975 0.70378203 0.62404891] [ 0.84104815 0.31622735 0.62398947 0.30215619 0.36318713] [ 0.07415898 0.61169339 0.49011341 0.9118227 0.64401893] [ 0.35878514 0.57651829 0.48329805 0.77756162 0.5914977 ] [ 0.66643602 0.36092769 0.65058104 0.57341633 0.3597216 ] [ 0.63992562 0.53136595 0.40291211 0.53024235 0.30822223] [ 0.34943849 0.5961102 0.5519995 0.67347929 0.52876063] [ 0.67129351 0.45707257 0.52157713 0.45777212 0.41541537] [ 0.50949625 0.40070412 0.56483744 0.2442973 0.55663623] [ 0.3226813 0.65587023 0.36054367 0.65683426 0.58706008] [ 0.73054729 0.47697361 0.31501108 0.3452852 0.37202166] [ 0.1365148 0.59885127 0.43635123 0.8781462 0.44572633] [ 0.8096783 0.51319142 0.5816481 0.45878314 0.38246492] [ 0.43291317 0.54265696 0.52708126 0.63869972 0.56259149] [ 0.44189469 0.60326015 0.44488989 0.60255824 0.44599768] [ 0.47798762 0.33043504 0.44610579 0.72012864 0.39666524] [ 0.30792616 0.52104827 0.42475316 0.87781805 0.47623678] [ 0.35186228 0.51493128 0.50339796 0.66317835 0.40363519] [ 0.81820957 0.42675889 0.34858248 0.38820953 0.35278124] [ 0.58898689 0.45036679 0.48365255 0.55494446 0.44147208] [ 0.46927876 0.58754972 0.50838064 0.69005795 0.32687322] [ 0.57400833 0.3958439 0.50294022 0.65005503 0.39905748] [ 0.88224232 0.38022021 0.59444337 0.15536207 0.40703247] [ 0.12035705 0.70781801 0.37382511 0.72838933 0.5721518 ] [ 0.79495236 0.38353587 0.4644621 0.45213467 0.38292527] [ 0.58652963 0.33395698 0.5422335 0.47350948 0.34312954] [ 0.8096783 0.51319142 0.5816481 0.45878314 0.38246492] [ 0.78335518 0.49192446 0.45913889 0.34191022 0.38019356] [ 0.65337649 0.34238205 0.52863512 0.4005949 0.47446577] [ 0.60940693 0.59503707 0.52271069 0.45050363 0.39303325] [ 0.27991942 0.65165909 0.34096864 0.67892724 0.45052419] [ 0.30828465 0.60368498 0.35743454 0.8181015 0.39542197] [ 0.33818674 0.56220853 0.55888865 0.77035241 0.46676156] [ 0.20112322 0.65660799 0.43681461 0.84151443 0.58954288] [ 0.22225177 0.69610293 0.36269693 0.83713539 0.41878629] [ 0.63449858 0.38096997 0.71096438 0.43215549 0.50429109] [ 0.89945183 0.35908651 0.64842479 0.21528687 0.37540812] [ 0.18807597 0.56474467 0.47765162 0.78037823 0.42268034] [ 0.50966303 0.53769666 0.48844686 0.57010454 0.63150692] [ 0.57833228 0.43160824 0.5792582 0.6251805 0.46901669] [ 0.65869254 0.35922237 0.53744656 0.55193311 0.38619258] [ 0.71513273 0.49935975 0.39136978 0.47805797 0.32867129] [ 0.75172513 0.38058151 0.51241601 0.20185517 0.43209285] [ 0.88170766 0.32052403 0.54554707 0.11217353 0.38066148] [ 0.44653936 0.74059363 0.36259104 0.62491856 0.47961476] [ 0.58072789 0.29888044 0.54523314 0.7096532 0.39560337] [ 0.37933629 0.70396265 0.4447711 0.7197646 0.44391908] [ 0.12221216 0.59943566 0.54518981 0.92180037 0.65989109] [ 0.30468825 0.52952087 0.53887765 0.79424078 0.44679291] [ 0.10156614 0.59981557 0.38571043 0.90070166 0.48532682] [ 0.36417459 0.60559711 0.46472171 0.63256787 0.47230997] [ 0.7045374 0.5370259 0.4291145 0.43781269 0.39432814] [ 0.42635946 0.53083711 0.48264798 0.67432261 0.36792355] [ 0.37640435 0.56181983 0.47578189 0.52362775 0.51987722] [ 0.53957874 0.549366 0.42672643 0.56069773 0.47080834] [ 0.4373156 0.54620095 0.40094221 0.63288559 0.34455195] [ 0.1474587 0.50880368 0.46555999 0.82726851 0.53471747] [ 0.55938209 0.31336496 0.51433179 0.56795091 0.4164544 ] [ 0.53527779 0.5121972 0.47244971 0.3822172 0.35446752] [ 0.73443123 0.46179064 0.52859146 0.73388621 0.37443698] [ 0.11935724 0.56647809 0.54740317 0.77766569 0.57360263] [ 0.28630845 0.50692308 0.3290051 0.84885724 0.3769329 ] [ 0.22271818 0.55108988 0.46371252 0.86658058 0.47767964] [ 0.42945552 0.54721853 0.48151499 0.73394091 0.39130351] [ 0.62978981 0.55932844 0.64605254 0.49826354 0.37590047] [ 0.77957512 0.40954704 0.49705112 0.32010243 0.32251666] [ 0.53816795 0.52692549 0.45114816 0.46620998 0.47188109] [ 0.25205153 0.47017934 0.56564922 0.76605822 0.62598458] [ 0.53881431 0.46251708 0.60677258 0.5557473 0.3800955 ] [ 0.24675354 0.55046042 0.47021172 0.8346165 0.53772632] [ 0.87152899 0.35551268 0.50752979 0.19654764 0.32673435] [ 0.15238292 0.58869803 0.36953058 0.86590325 0.45624255] [ 0.78396193 0.39026096 0.66230773 0.15590609 0.48704601] [ 0.54926553 0.42485393 0.54632643 0.56350893 0.44274441] [ 0.77188408 0.43410464 0.51383842 0.28214246 0.40776887] [ 0.64275335 0.39115702 0.65954774 0.61874143 0.35596039] [ 0.85092317 0.40588716 0.43926043 0.17917414 0.30815295] [ 0.36153752 0.46192586 0.40116048 0.53298274 0.69651784] [ 0.76481972 0.26900465 0.52306269 0.3090787 0.43399356] [ 0.57952195 0.52013277 0.64489027 0.57013732 0.42656473] [ 0.74991727 0.42650376 0.42880929 0.29431359 0.30785019] [ 0.47592993 0.58028849 0.5677796 0.60259767 0.61764265] [ 0.22679542 0.73063629 0.32137441 0.86193151 0.57373536] [ 0.57453399 0.59523212 0.43454981 0.47050463 0.32340643] [ 0.49674721 0.63439739 0.32757883 0.49406408 0.37231775] [ 0.37577526 0.52665209 0.53053827 0.72316317 0.51231259] [ 0.14372722 0.64000296 0.45297924 0.91117614 0.53466506] [ 0.88243517 0.3826971 0.44033359 0.15931769 0.2619878 ] [ 0.68557446 0.48481028 0.3516173 0.49260595 0.3932772 ] [ 0.79428499 0.37437283 0.47202704 0.25847987 0.35420562] [ 0.20640374 0.59409546 0.42852721 0.84145046 0.57107201] [ 0.75277547 0.50023465 0.51057031 0.41902131 0.36755525] [ 0.79989459 0.41236797 0.57908415 0.20666967 0.38539242] [ 0.10271371 0.52424317 0.37514574 0.9217007 0.54190497] [ 0.84290091 0.33025186 0.33457661 0.31609089 0.30600984] [ 0.71814823 0.40493573 0.571832 0.27307219 0.40596931] [ 0.72116548 0.52874499 0.52682461 0.48789561 0.40107769] [ 0.73848126 0.35954851 0.60393289 0.25684582 0.45644564] [ 0.5317702 0.55867844 0.43736308 0.56913491 0.31197965] [ 0.51314215 0.55880758 0.51159892 0.36520268 0.41837225] [ 0.3205276 0.68182248 0.41702544 0.68216108 0.52578743] [ 0.55005856 0.42362824 0.64725528 0.61564922 0.4996759 ] [ 0.47732586 0.41585482 0.49841508 0.46243602 0.33628341] [ 0.81933331 0.40552032 0.47337064 0.27113642 0.33710019] [ 0.64646585 0.5705025 0.37712547 0.6778669 0.37733188] [ 0.21251736 0.69314321 0.4053134 0.77354338 0.47386381] [ 0.28636555 0.51325569 0.55160921 0.72954344 0.34039044] [ 0.58338011 0.50477571 0.64747498 0.37908656 0.45084894] [ 0.48704293 0.47485339 0.52691934 0.50256431 0.49739192] [ 0.28846494 0.44816183 0.52612711 0.69390618 0.59047108] [ 0.37809678 0.630278 0.36969506 0.70414653 0.41416673] [ 0.53555012 0.60634156 0.28980759 0.68075736 0.34852154] [ 0.57760162 0.62227969 0.34000522 0.54353201 0.37359523] [ 0.59081051 0.60942485 0.49349291 0.49810077 0.38696614] Progress: 32.4% ... Training loss: 0.575 ... Validation loss: 0.969[ 0.52661708 0.56034268 0.55667172 0.53398409 0.52248602] [ 0.60886203 0.54442574 0.35764531 0.42759963 0.43151407] [ 0.5398246 0.61022491 0.4487403 0.51914543 0.47114676] [ 0.69817587 0.48783261 0.38323354 0.45501117 0.40034824] [ 0.3077986 0.52129402 0.42466042 0.87779699 0.47634411] [ 0.44511543 0.60244612 0.55516427 0.61738438 0.50161801] [ 0.26657035 0.58286738 0.33476251 0.74488434 0.43338995] [ 0.3847518 0.46685424 0.49653409 0.7665569 0.49994321] [ 0.63979344 0.64270462 0.36010476 0.6442486 0.43885713] [ 0.41744243 0.49981441 0.41304142 0.61689539 0.44831097] [ 0.66426205 0.57958874 0.61864983 0.55715455 0.41406253] [ 0.19719082 0.50332032 0.45121507 0.76911594 0.63519143] [ 0.56056632 0.51005238 0.46145041 0.56635019 0.46862347] [ 0.62370735 0.39866488 0.56569812 0.42980011 0.47890611] [ 0.67350672 0.59995486 0.48328533 0.43699368 0.39476042] [ 0.62629125 0.49402429 0.32679925 0.45737211 0.32903032] [ 0.30401326 0.64023133 0.54178322 0.88392391 0.54156307] [ 0.42086747 0.62432425 0.4551607 0.58393881 0.40572084] [ 0.13992052 0.53290279 0.54778139 0.90366331 0.62923819] [ 0.5580669 0.45506735 0.45296058 0.58987081 0.30416408] [ 0.70614497 0.54935167 0.46491581 0.5025803 0.45441839] [ 0.66414939 0.53075881 0.54771121 0.43036544 0.42679718] [ 0.45685114 0.51104462 0.56414472 0.82149959 0.45785496] [ 0.57643615 0.47696597 0.55224468 0.65856944 0.35224962] [ 0.49028695 0.54409986 0.47854942 0.51881942 0.4202202 ] [ 0.41174413 0.48498804 0.47105294 0.57723577 0.42281814] [ 0.74088134 0.41739655 0.4483832 0.36140226 0.34544594] [ 0.31198678 0.65302768 0.4471742 0.72022106 0.61191254] [ 0.47547695 0.61227396 0.44324209 0.67466594 0.45311994] [ 0.10900205 0.52225691 0.42943685 0.89042245 0.46659016] [ 0.77433922 0.38243423 0.49083887 0.41967944 0.45420343] [ 0.53208992 0.47824613 0.44696479 0.62860153 0.25407201] [ 0.32807711 0.54579139 0.54523979 0.71052871 0.58890781] [ 0.52891908 0.42720325 0.66526856 0.56356676 0.4445698 ] [ 0.83873132 0.56421489 0.47203014 0.26546969 0.34330511] [ 0.40669729 0.56320284 0.34440277 0.55340676 0.40904523] [ 0.52977197 0.60278196 0.35746429 0.70436585 0.42795575] [ 0.74587655 0.45198471 0.54051923 0.23661167 0.38173177] [ 0.73551143 0.44916743 0.52318191 0.3507122 0.46520861] [ 0.65766537 0.51788063 0.43094177 0.40093261 0.31814672] [ 0.4243438 0.52557355 0.55784167 0.81975272 0.46999881] [ 0.69591451 0.5238044 0.49831084 0.41748649 0.39881536] [ 0.76566638 0.47370877 0.39412726 0.49711512 0.37789116] [ 0.52316136 0.4531243 0.42378849 0.46501564 0.4759352 ] [ 0.2881117 0.6521921 0.50794143 0.79975914 0.56233057] [ 0.41709906 0.57517324 0.42117948 0.6765108 0.34150229] [ 0.67559517 0.39474787 0.53582114 0.34503433 0.36128498] [ 0.60529984 0.5426111 0.39456628 0.44126337 0.4635212 ] [ 0.8004522 0.45208848 0.53050724 0.27506154 0.39409647] [ 0.77739069 0.33621904 0.59877201 0.24933671 0.431404 ] [ 0.72173643 0.43321067 0.51770887 0.62062008 0.34548501] [ 0.65267176 0.49540202 0.56058745 0.24437083 0.440819 ] [ 0.74606497 0.48266666 0.54515316 0.34674615 0.5154099 ] [ 0.67775268 0.28417545 0.57403965 0.51186538 0.44852841] [ 0.65033845 0.50817646 0.44305668 0.35253493 0.42030455] [ 0.6130067 0.42709945 0.59808891 0.43115473 0.50039856] [ 0.60385313 0.50902933 0.56237282 0.36585752 0.52936582] [ 0.38582867 0.60002811 0.33859423 0.65248745 0.49018254] [ 0.37373015 0.64791963 0.29812286 0.65538032 0.40762173] [ 0.32520192 0.58441328 0.41328636 0.55775005 0.42535652] [ 0.36492984 0.62307133 0.40462384 0.66851449 0.46623193] [ 0.71269903 0.57615028 0.37604744 0.59344634 0.38860745] [ 0.6427251 0.39882837 0.47367713 0.56797196 0.32739821] [ 0.75509543 0.37696059 0.50468817 0.30615381 0.39689166] [ 0.46289958 0.58031545 0.42818308 0.63276674 0.53927866] [ 0.61479711 0.49923305 0.54081334 0.66007356 0.43409133] [ 0.41570223 0.53250585 0.36895659 0.51727015 0.40982597] [ 0.37335949 0.49581381 0.35722013 0.69894553 0.46061295] [ 0.32665457 0.50670817 0.4530333 0.75660846 0.43135489] [ 0.41955068 0.59686938 0.43093843 0.52678045 0.45559251] [ 0.80648042 0.39964528 0.54404464 0.22079663 0.2969377 ] [ 0.72399654 0.34144569 0.52009243 0.25738369 0.36958495] [ 0.7260727 0.48643753 0.43691682 0.16987396 0.36069013] [ 0.17979634 0.52873308 0.42452728 0.79612825 0.54129864] [ 0.85345139 0.43615251 0.54908792 0.17207788 0.39168599] [ 0.75627536 0.41996584 0.62660007 0.20548754 0.41348119] [ 0.40330773 0.53161225 0.52274381 0.62652004 0.46004171] [ 0.70973681 0.38314826 0.41427503 0.24598718 0.30802353] [ 0.56086346 0.45537685 0.61732273 0.44805711 0.36415967] [ 0.67895102 0.62824368 0.31193046 0.63971347 0.42503147] [ 0.46281532 0.64839385 0.40634485 0.67012577 0.45605556] [ 0.6783808 0.46462915 0.60364561 0.3903038 0.36859781] [ 0.56251737 0.44081419 0.57687892 0.31380825 0.61479668] [ 0.55427665 0.46178674 0.56670068 0.38113811 0.47479722] [ 0.57588294 0.37842174 0.54178753 0.34820386 0.52997174] [ 0.84920415 0.52829301 0.59674049 0.34134293 0.34811717] [ 0.83571581 0.38197139 0.46041592 0.37082195 0.42289806] [ 0.16122816 0.59071705 0.50257203 0.7382907 0.47545766] [ 0.39371242 0.42210717 0.51935328 0.65858923 0.59571085] [ 0.38953405 0.60644725 0.31116365 0.75077888 0.55165329] [ 0.31464135 0.63252639 0.37514171 0.87134585 0.42574192] [ 0.24292199 0.64375363 0.46962549 0.60042727 0.56687461] [ 0.54537047 0.52317739 0.35966188 0.35918881 0.36665615] [ 0.72905129 0.50069247 0.44640911 0.29034261 0.37988601] [ 0.81411539 0.31649699 0.5976161 0.2584369 0.37567394] [ 0.78512825 0.44602726 0.45175857 0.22925087 0.28420169] [ 0.39105084 0.63374853 0.31860114 0.82263726 0.62166877] [ 0.76733068 0.39117015 0.51595859 0.24499693 0.45338551] [ 0.32179402 0.5111023 0.52030479 0.67408652 0.39705894] [ 0.45306462 0.37981365 0.53935577 0.67038558 0.38731848] [ 0.47075719 0.581418 0.54012317 0.58231464 0.55706542] [ 0.15481992 0.65037951 0.48828207 0.8970605 0.57448024] [ 0.43737885 0.4546999 0.51728281 0.76118203 0.37210021] [ 0.71200225 0.57396823 0.48820041 0.48004266 0.43142834] [ 0.22108946 0.54846826 0.36589971 0.84795405 0.43636102] [ 0.32705515 0.48723639 0.46093239 0.57429561 0.56167867] [ 0.58533272 0.39082134 0.3800769 0.49157496 0.42124207] [ 0.47386312 0.51020575 0.51086864 0.78876125 0.37327908] [ 0.42477782 0.49162682 0.47558258 0.79939023 0.45872676] [ 0.48722475 0.47514136 0.31692198 0.52813413 0.43247114] [ 0.30402676 0.66386858 0.37039592 0.63943261 0.51008795] [ 0.35106334 0.51830989 0.51022108 0.74929318 0.54161358] [ 0.3686074 0.6425666 0.44912557 0.63929887 0.51887042] [ 0.42580985 0.54918197 0.47809965 0.72976915 0.46294786] [ 0.73652283 0.42823883 0.38924951 0.33810712 0.42804013] [ 0.57540296 0.36103869 0.52938718 0.32813097 0.4097018 ] [ 0.41854 0.56335314 0.53826897 0.59976429 0.43865251] [ 0.61332651 0.58701874 0.56007151 0.530101 0.42473993] [ 0.40400806 0.55815028 0.52508059 0.6771832 0.38796028] [ 0.53694863 0.60352797 0.41296879 0.39174524 0.40348964] [ 0.71425511 0.28444665 0.45636024 0.31929859 0.38699196] [ 0.30529915 0.60532 0.59119209 0.62552538 0.65973732] [ 0.27440925 0.65783734 0.37875613 0.85547435 0.61232429] [ 0.51028838 0.43969403 0.50931412 0.72025936 0.35806722] [ 0.3442093 0.56328878 0.49805168 0.54725443 0.49265664] [ 0.38794151 0.5052768 0.42513726 0.68425139 0.61458134] [ 0.36358121 0.6059911 0.46455491 0.63285165 0.47246961] [ 0.20013393 0.71777254 0.43160637 0.75321219 0.59392498] Progress: 32.4% ... Training loss: 0.574 ... Validation loss: 0.974[ 0.74653919 0.42214256 0.31804358 0.30285151 0.32847188] [ 0.46658059 0.65284673 0.35229649 0.6370445 0.32854874] [ 0.55582799 0.55239183 0.4174498 0.50802211 0.38779198] [ 0.70378702 0.50815812 0.3324237 0.4994649 0.37878403] [ 0.72123561 0.54008898 0.47148112 0.63193194 0.39275623] [ 0.32480646 0.56366547 0.54315216 0.82038849 0.58060525] [ 0.71461346 0.38663346 0.6536757 0.34695595 0.38500273] [ 0.58931401 0.37214456 0.64231099 0.64501441 0.4215999 ] [ 0.39525565 0.477579 0.56222365 0.70258568 0.38684786] [ 0.65685875 0.45326855 0.48368853 0.2636609 0.3926921 ] [ 0.72900517 0.3736331 0.67213412 0.51814687 0.35257531] [ 0.75607169 0.49925853 0.46066797 0.39970564 0.36837889] [ 0.35939856 0.62115698 0.51685515 0.72902877 0.61712997] [ 0.69373654 0.47236941 0.59158892 0.21235997 0.52819555] [ 0.25801326 0.62532989 0.29073375 0.86400774 0.5299757 ] [ 0.33676592 0.56945919 0.4116049 0.60635292 0.39531424] [ 0.16041636 0.54370265 0.36429987 0.9278328 0.53711469] [ 0.63865121 0.47170509 0.39192062 0.29892778 0.36263807] [ 0.27599638 0.65156394 0.29594866 0.773762 0.47402934] [ 0.52878626 0.49605987 0.49692336 0.77489528 0.40171692] [ 0.73722737 0.54189879 0.38260597 0.34291505 0.30408653] [ 0.51019811 0.50076528 0.42925385 0.46089298 0.30007221] [ 0.15836643 0.57476358 0.39788658 0.78573038 0.41177304] [ 0.24513915 0.5139746 0.62567087 0.67526128 0.59464085] [ 0.76553134 0.29834085 0.38780607 0.30642676 0.41336362] [ 0.72533818 0.46177055 0.36077928 0.36278782 0.39422586] [ 0.51617297 0.44810156 0.47956118 0.44845258 0.4473993 ] [ 0.59338943 0.41718586 0.54467662 0.53079662 0.50403155] [ 0.53924004 0.5265205 0.45130282 0.46558274 0.47173012] [ 0.3022649 0.58932046 0.39034929 0.77663423 0.57201821] [ 0.56124881 0.45059141 0.55194085 0.5090438 0.34405498] [ 0.45346802 0.60606768 0.44617945 0.72363613 0.32926328] [ 0.71750973 0.41858601 0.4042046 0.36927484 0.39896339] [ 0.79344185 0.40468594 0.48482467 0.25362702 0.44417735] [ 0.74177269 0.49353287 0.47908393 0.43318652 0.37934083] [ 0.26669195 0.70264699 0.44922151 0.77785933 0.41601741] [ 0.29399889 0.69953993 0.30380664 0.85265744 0.51816468] [ 0.38876297 0.65378728 0.51708154 0.66106102 0.47137946] [ 0.7363953 0.60777115 0.34975251 0.47376076 0.3360961 ] [ 0.60236326 0.48079427 0.55247133 0.66484394 0.4424492 ] [ 0.35464952 0.63265287 0.45238316 0.80554995 0.593454 ] [ 0.76158529 0.32179849 0.68329345 0.24251569 0.44551133] [ 0.37506724 0.55266925 0.48277081 0.52899878 0.39750046] [ 0.71852951 0.53066994 0.53857311 0.44456375 0.42735994] [ 0.43995088 0.50139522 0.4955469 0.55527241 0.46157382] [ 0.6502071 0.42091522 0.55575047 0.52335993 0.48876775] [ 0.54975646 0.51508738 0.53412134 0.44587816 0.43150799] [ 0.82222228 0.40077308 0.45013353 0.34596645 0.50207756] [ 0.43081372 0.51644907 0.57587736 0.56344202 0.63060268] [ 0.48316623 0.5571424 0.48693446 0.46804898 0.49295114] [ 0.19645894 0.66969123 0.31023474 0.73604676 0.56023219] [ 0.7220581 0.46844317 0.45355847 0.38604685 0.45153274] [ 0.77156249 0.46543699 0.53419361 0.20306245 0.44307626] [ 0.7270387 0.49088202 0.5407402 0.27619636 0.39334512] [ 0.48107361 0.51631549 0.56477459 0.66009083 0.50162885] [ 0.75432822 0.44089569 0.52955588 0.34665185 0.46452957] [ 0.61918251 0.36881123 0.45032996 0.51066016 0.41370882] [ 0.5666044 0.41553492 0.52964445 0.64140382 0.40690335] [ 0.77073939 0.49617986 0.56596202 0.24696663 0.49742841] [ 0.7774891 0.36259742 0.52496853 0.27830404 0.40235196] [ 0.49726344 0.54908996 0.51523291 0.44623844 0.44307242] [ 0.48345115 0.50994338 0.3738202 0.50242625 0.37248676] [ 0.51684069 0.31761276 0.51669592 0.66176371 0.44584344] [ 0.79154205 0.42978254 0.48499496 0.3424916 0.44476653] [ 0.53050984 0.52028903 0.41799688 0.5821032 0.45570465] [ 0.30530801 0.4936619 0.55346395 0.82765603 0.52635076] [ 0.60106711 0.46593214 0.54430317 0.4693527 0.33965285] [ 0.4942511 0.45223556 0.55510149 0.41624435 0.64237314] [ 0.18878929 0.4943609 0.35808535 0.91236519 0.48862199] [ 0.26136912 0.56532961 0.4994997 0.89687276 0.58297646] [ 0.75330621 0.54099499 0.49959998 0.4132213 0.39096159] [ 0.36497359 0.54932973 0.39237874 0.62887816 0.46128389] [ 0.66078533 0.56784579 0.48469851 0.50393252 0.41659283] [ 0.66035669 0.49514349 0.40691382 0.41990885 0.42511442] [ 0.48107361 0.51631549 0.56477459 0.66009083 0.50162885] [ 0.28678819 0.5341778 0.50354759 0.78001159 0.43071836] [ 0.22063549 0.50054575 0.52266089 0.89355497 0.57402326] [ 0.53767909 0.51106184 0.49114889 0.56495869 0.50213503] [ 0.62695636 0.62624249 0.46830343 0.49409839 0.38046672] [ 0.23771751 0.66404386 0.46896262 0.7873364 0.56243656] [ 0.21300605 0.61164499 0.39560678 0.73221151 0.44111182] [ 0.30244232 0.69115527 0.47843456 0.72461552 0.40159476] [ 0.46385449 0.38689807 0.46944713 0.75693728 0.35879746] [ 0.59439328 0.59274017 0.43094632 0.6733373 0.35427207] [ 0.43384392 0.49299991 0.42448252 0.57499937 0.50506505] [ 0.42156118 0.42393206 0.58989484 0.58385422 0.46797876] [ 0.74424226 0.3891877 0.39358827 0.35534314 0.29428391] [ 0.4115326 0.52683903 0.52881213 0.75577152 0.4411595 ] [ 0.57083065 0.37731713 0.54965567 0.44227766 0.39125799] [ 0.64795497 0.46756559 0.39784196 0.5205158 0.37978537] [ 0.16089682 0.58993595 0.5408585 0.89405304 0.65575362] [ 0.25361148 0.58275384 0.42559217 0.79411892 0.56143059] [ 0.71654983 0.23029382 0.48383044 0.24237992 0.42288026] [ 0.24371544 0.68885625 0.47831237 0.73104057 0.56731702] [ 0.55758969 0.56382399 0.58600506 0.54422903 0.47161835] [ 0.6482521 0.42797292 0.59295612 0.48156483 0.42660574] [ 0.7216024 0.40628264 0.62438155 0.30172699 0.45433715] [ 0.43553802 0.56696695 0.50117988 0.810751 0.41127457] [ 0.70742351 0.32815321 0.54742349 0.38954857 0.45508842] [ 0.73157042 0.43358995 0.39711995 0.26822998 0.33499338] [ 0.67780412 0.52701104 0.43645689 0.30428587 0.39134299] [ 0.81345483 0.53548962 0.47672522 0.29187641 0.30379042] [ 0.78211635 0.45268773 0.47340646 0.18587096 0.27460228] [ 0.66289851 0.41536758 0.52395835 0.25540024 0.49815972] [ 0.43543204 0.5508972 0.48494821 0.43783076 0.46727856] [ 0.78579543 0.43977897 0.50024377 0.20982488 0.30187688] [ 0.27683838 0.55832924 0.53561659 0.75384459 0.54371218] [ 0.28459768 0.60212561 0.35602202 0.79945361 0.42533034] [ 0.22620339 0.55138298 0.52122248 0.85167758 0.64680787] [ 0.26118375 0.54701584 0.43476309 0.70903968 0.6635414 ] [ 0.77568387 0.35351811 0.53042388 0.22717093 0.33736388] [ 0.70923805 0.6026185 0.54580511 0.54367456 0.38294422] [ 0.15089346 0.5299928 0.48634164 0.87675304 0.60293807] [ 0.87301408 0.36623198 0.38676086 0.19864171 0.34358244] [ 0.15768117 0.58438044 0.53713515 0.9190355 0.56234065] [ 0.44435607 0.55786013 0.48659933 0.54484071 0.3843978 ] [ 0.1334952 0.62689102 0.43858049 0.87522993 0.40663679] [ 0.05579948 0.64137758 0.55428369 0.9016341 0.53374194] [ 0.63693509 0.45098275 0.47021344 0.36046398 0.43099014] [ 0.26997284 0.52953567 0.66247826 0.78307279 0.50429083] [ 0.13174839 0.62870512 0.43235551 0.89082929 0.50575131] [ 0.31034404 0.60278996 0.41507218 0.58348575 0.42778162] [ 0.28247309 0.56119504 0.51584642 0.84725863 0.65239817] [ 0.55825482 0.53113907 0.50717353 0.62073989 0.50943596] [ 0.32424572 0.54923349 0.44285199 0.88584188 0.52040933] [ 0.74653919 0.42214256 0.31804358 0.30285151 0.32847188] [ 0.59683947 0.65012991 0.30826961 0.53598947 0.34430547] [ 0.83197052 0.29516362 0.52218179 0.21585123 0.3650895 ] Progress: 32.5% ... Training loss: 0.574 ... Validation loss: 0.970[ 0.46205002 0.53400562 0.63453501 0.54400948 0.47911057] [ 0.20004633 0.6780809 0.44243986 0.86488213 0.54548065] [ 0.61314844 0.43921972 0.55451915 0.45479154 0.44091272] [ 0.85750767 0.36065409 0.44507027 0.25686814 0.36790171] [ 0.53619026 0.54514991 0.59742033 0.54165959 0.43908347] [ 0.28820938 0.49301905 0.3673442 0.86987689 0.39417863] [ 0.75127793 0.46639427 0.53363165 0.43866531 0.35131084] [ 0.39553018 0.52639385 0.49771196 0.83811674 0.45014462] [ 0.47267143 0.46398989 0.6581518 0.46308833 0.49116186] [ 0.46210008 0.58614604 0.45793285 0.66402077 0.5557005 ] [ 0.27223357 0.42514672 0.54323677 0.74879363 0.63674599] [ 0.73800019 0.42783052 0.55445213 0.30268653 0.34811252] [ 0.15862729 0.62441148 0.4494262 0.89549667 0.46888208] [ 0.70045097 0.39240389 0.48874345 0.31541809 0.35995367] [ 0.4117049 0.54624261 0.47337007 0.76418768 0.41911756] [ 0.53192625 0.4603099 0.6460817 0.746973 0.43925562] [ 0.74375436 0.44811676 0.60918695 0.44448204 0.403755 ] [ 0.3454592 0.60720964 0.62721157 0.73182196 0.60789346] [ 0.60740054 0.54007705 0.41206055 0.48499938 0.44486676] [ 0.56358307 0.49349126 0.46213372 0.72394537 0.31671563] [ 0.6392144 0.49611589 0.39893977 0.25549838 0.34988029] [ 0.28927901 0.5524539 0.46131677 0.79660286 0.64593824] [ 0.61717243 0.53446135 0.53295229 0.46122485 0.46482644] [ 0.7177223 0.46873679 0.57406737 0.30251356 0.32710631] [ 0.53141391 0.49874279 0.50966369 0.47875349 0.34116885] [ 0.28527629 0.52156959 0.39204915 0.71548153 0.47274502] [ 0.44846715 0.48905576 0.37651965 0.57454967 0.50301962] [ 0.43482409 0.49505335 0.4955241 0.79771981 0.37300263] [ 0.48346231 0.53909475 0.37777941 0.53956179 0.42384338] [ 0.46929891 0.58864117 0.45242047 0.56702419 0.42306903] [ 0.48922164 0.51125776 0.5463272 0.51812617 0.43506122] [ 0.74769961 0.30665146 0.56927226 0.32277847 0.40542132] [ 0.59621522 0.4440361 0.3780311 0.40216925 0.42784415] [ 0.35926236 0.46928077 0.40028432 0.45570074 0.52074695] [ 0.237363 0.55523744 0.49365786 0.79932406 0.56843748] [ 0.49083377 0.54404891 0.47856013 0.5186059 0.42019447] [ 0.2861761 0.47236967 0.60099421 0.8601803 0.52065602] [ 0.18961134 0.62290635 0.35219431 0.84720653 0.59812725] [ 0.53288055 0.46160794 0.54969003 0.38561103 0.61724907] [ 0.44813196 0.48874017 0.57538039 0.56809174 0.48207202] [ 0.69601297 0.42201712 0.544725 0.35427873 0.34910423] [ 0.63725503 0.41571099 0.57359236 0.63383656 0.44940085] [ 0.22464921 0.58529 0.48711782 0.83576232 0.55662764] [ 0.5757165 0.41752961 0.6571127 0.65567509 0.45365184] [ 0.77121165 0.46113652 0.57907603 0.31609993 0.46232272] [ 0.64565116 0.38101703 0.50456146 0.59398104 0.31546729] [ 0.70265978 0.40245054 0.45150612 0.65482117 0.42335932] [ 0.75259878 0.39542245 0.55725274 0.47722566 0.33361135] [ 0.55291234 0.39784967 0.49684898 0.65002764 0.4154269 ] [ 0.35288488 0.51472727 0.50348712 0.66263109 0.40357533] [ 0.48353537 0.51399532 0.51692544 0.3251504 0.45575932] [ 0.20271131 0.56867547 0.45100546 0.86641486 0.52138985] [ 0.26812301 0.59580785 0.46845153 0.7717176 0.50848414] [ 0.68040272 0.4047785 0.58151489 0.61961359 0.35967464] [ 0.53140239 0.49441001 0.44016524 0.4408607 0.41648477] [ 0.62228381 0.51043266 0.34492884 0.39995677 0.40397996] [ 0.74496699 0.41317777 0.42364765 0.44925068 0.47562658] [ 0.74654323 0.40180383 0.50076936 0.29009703 0.40987129] [ 0.49028052 0.42990475 0.40077462 0.56352174 0.58155452] [ 0.45552898 0.55575769 0.64862817 0.65865424 0.53032147] [ 0.63404615 0.38349523 0.30277858 0.37354579 0.41670008] [ 0.63994804 0.63737164 0.54674258 0.55326872 0.39158232] [ 0.17809119 0.67288786 0.39827548 0.83169967 0.43058366] [ 0.30423832 0.39946503 0.57391012 0.45322326 0.71601499] [ 0.29214578 0.42861114 0.45733934 0.77494724 0.51465813] [ 0.33864467 0.58315838 0.52061317 0.83259374 0.42444153] [ 0.70960349 0.49808263 0.60088688 0.42068835 0.42656799] [ 0.70252394 0.50064611 0.51086424 0.41027288 0.33362553] [ 0.48190857 0.49109888 0.41976047 0.73286812 0.59595529] [ 0.47694436 0.60092846 0.42294436 0.60323555 0.59179515] [ 0.18528939 0.49751682 0.42652359 0.88776133 0.43210563] [ 0.25247556 0.67377288 0.33976515 0.84410339 0.44993078] [ 0.19811033 0.59776274 0.49692124 0.89546169 0.53045147] [ 0.40717402 0.43636673 0.51839341 0.55884171 0.60827763] [ 0.58124878 0.49011054 0.4692733 0.56590935 0.55353616] [ 0.77102259 0.48813421 0.54722647 0.36227785 0.42525258] [ 0.28987629 0.64186763 0.4245273 0.64411631 0.62456667] [ 0.7953023 0.40621366 0.5595304 0.34126299 0.47467204] [ 0.25899605 0.55995091 0.60071151 0.74766975 0.65902485] [ 0.30555709 0.67736901 0.37339829 0.73930991 0.5411082 ] [ 0.54201237 0.3450604 0.44526636 0.70882205 0.36684948] [ 0.2134041 0.69477226 0.47519708 0.82060675 0.68209678] [ 0.24818795 0.65733408 0.44556379 0.76305863 0.44069459] [ 0.81384853 0.33332315 0.64420346 0.21397234 0.41385226] [ 0.13744087 0.58111368 0.46581054 0.81436713 0.46657668] [ 0.48704461 0.53949623 0.38459648 0.59621061 0.52767418] [ 0.62823084 0.35386389 0.54134579 0.22366664 0.38998507] [ 0.2306516 0.55715414 0.44469934 0.83062038 0.43906724] [ 0.90762828 0.24548898 0.6152033 0.09733366 0.39171756] [ 0.61522126 0.41470944 0.34696807 0.4226849 0.42554633] [ 0.2139042 0.77047908 0.30461269 0.8486601 0.51196043] [ 0.10541168 0.61142531 0.38405246 0.88723908 0.66332631] [ 0.12529364 0.52380334 0.51239504 0.72804711 0.60682469] [ 0.30717711 0.60338166 0.43263671 0.64630278 0.59423241] [ 0.17372352 0.72096255 0.30936536 0.84177224 0.50482981] [ 0.72754351 0.43031758 0.61921142 0.27377987 0.48202022] [ 0.55472927 0.38812089 0.49409415 0.69712302 0.48130121] [ 0.90332743 0.28331449 0.46337567 0.12332757 0.3342184 ] [ 0.33661621 0.49669341 0.50309583 0.57231082 0.44669549] [ 0.77298584 0.31472401 0.57224771 0.27178229 0.50538139] [ 0.53646766 0.46937143 0.61483877 0.38521139 0.44218971] [ 0.37027589 0.41344904 0.52490816 0.74397758 0.34533431] [ 0.46935948 0.61439433 0.493026 0.51299745 0.48798009] [ 0.62010038 0.45947266 0.53851016 0.61306907 0.49488558] [ 0.76271138 0.35954823 0.49009561 0.26540506 0.35813556] [ 0.26758887 0.59957962 0.48717839 0.58215426 0.53795148] [ 0.8103533 0.28956908 0.59058715 0.23683656 0.34621165] [ 0.5774832 0.43755529 0.60206569 0.58620978 0.44687304] [ 0.55414398 0.40977135 0.4143684 0.63182797 0.34764109] [ 0.484444 0.55656798 0.51244458 0.55085708 0.5520437 ] [ 0.76178133 0.41252001 0.60446503 0.34123713 0.3148523 ] [ 0.2484908 0.49440479 0.61440916 0.7940927 0.67750876] [ 0.2827131 0.76418321 0.29991084 0.82245659 0.44242376] [ 0.55900418 0.55612113 0.52784567 0.69697519 0.39457858] [ 0.06078721 0.58068296 0.47572813 0.94858189 0.64860574] [ 0.89087342 0.38852299 0.54615689 0.2199053 0.28158405] [ 0.74835625 0.43835589 0.58247301 0.32287222 0.42330168] [ 0.57766405 0.41312096 0.59721617 0.42737597 0.44172409] [ 0.39413874 0.50917325 0.49765801 0.76963499 0.44686473] [ 0.16701629 0.62790853 0.41440565 0.83267109 0.44610315] [ 0.38671498 0.71832716 0.30214657 0.72967797 0.47653173] [ 0.44738947 0.41452343 0.54290657 0.51481321 0.55750475] [ 0.23595431 0.62890504 0.51672864 0.84628307 0.53660842] [ 0.1340073 0.62486605 0.45745566 0.91563305 0.64338578] [ 0.84392848 0.36749542 0.57149915 0.18863289 0.42022501] [ 0.78099079 0.53644345 0.38032556 0.31616569 0.31483468] [ 0.48653188 0.55913429 0.5116595 0.62367159 0.51804212] [ 0.53591109 0.56424026 0.48581387 0.55285482 0.40008529] Progress: 32.5% ... Training loss: 0.573 ... Validation loss: 0.968[ 0.54920463 0.42780433 0.45185178 0.74814684 0.3924623 ] [ 0.60215753 0.56245848 0.46177784 0.50285568 0.51779956] [ 0.40927149 0.44723102 0.41491066 0.56695347 0.51715034] [ 0.31537356 0.51918056 0.55472827 0.66520737 0.61745304] [ 0.71429736 0.4914279 0.433614 0.43145965 0.38124892] [ 0.16576609 0.64532629 0.31692113 0.6849082 0.53649725] [ 0.53343545 0.47795557 0.44709896 0.62817086 0.25398973] [ 0.54036444 0.57273698 0.44264745 0.61741347 0.34668844] [ 0.36124815 0.54214958 0.35838347 0.7143126 0.53133873] [ 0.84638734 0.35144353 0.68452129 0.23937282 0.39005618] [ 0.29542075 0.68526384 0.25102793 0.74760659 0.48040055] [ 0.87924588 0.35195371 0.57896026 0.17532094 0.36889268] [ 0.30195516 0.61763928 0.50492295 0.82030423 0.44743367] [ 0.69499522 0.48968525 0.51814737 0.4161358 0.32183942] [ 0.4151553 0.49430311 0.35766672 0.76398753 0.29603191] [ 0.58216473 0.43966496 0.44321249 0.45759232 0.40147084] [ 0.50845546 0.52498213 0.54146175 0.75644477 0.41508543] [ 0.63109142 0.34613267 0.4934829 0.50067294 0.51337762] [ 0.62831082 0.46214633 0.50714234 0.73929039 0.35469873] [ 0.59941781 0.5676404 0.51909813 0.52587439 0.38826202] [ 0.48032871 0.42797909 0.60311072 0.6127656 0.3573726 ] [ 0.7040204 0.47684341 0.43594733 0.49160659 0.3612502 ] [ 0.31970215 0.66574643 0.30692251 0.76553267 0.38281928] [ 0.40089911 0.46576495 0.54828577 0.60810261 0.4185432 ] [ 0.47531673 0.53847464 0.55571588 0.73350562 0.48761668] [ 0.65473407 0.51742533 0.46241524 0.54473091 0.5336127 ] [ 0.401747 0.54601007 0.51810673 0.40405436 0.5689058 ] [ 0.3679274 0.64303535 0.44892883 0.63977483 0.51907768] [ 0.56446808 0.45958398 0.50033786 0.64759855 0.34623085] [ 0.38303822 0.62110471 0.388005 0.8070481 0.61635161] [ 0.8397683 0.32760967 0.56816412 0.181333 0.4415439 ] [ 0.26070269 0.66829166 0.54171988 0.75677985 0.4903018 ] [ 0.55057863 0.53176689 0.50779777 0.37811136 0.50095756] [ 0.26879179 0.43443254 0.44022985 0.76283682 0.51416684] [ 0.42911203 0.59108444 0.50489861 0.64555037 0.48644196] [ 0.71647148 0.39130435 0.58671393 0.53714339 0.41891362] [ 0.18085972 0.53193529 0.49251028 0.82348818 0.49163042] [ 0.85469592 0.37394398 0.56479358 0.15400757 0.43276566] [ 0.24724427 0.56560424 0.55254818 0.71721211 0.50516882] [ 0.13722849 0.67559032 0.4591186 0.83729821 0.62728898] [ 0.30761862 0.63885556 0.54237468 0.88304164 0.54104699] [ 0.41049786 0.56493809 0.57641783 0.54896896 0.42132037] [ 0.6216297 0.49622668 0.45099113 0.62468248 0.49383109] [ 0.68699474 0.39430206 0.5864411 0.33624198 0.51706756] [ 0.90316118 0.28349826 0.46327415 0.12346554 0.3342884 ] [ 0.55816432 0.56374222 0.58603818 0.54392837 0.4715931 ] [ 0.64135268 0.53676924 0.57581901 0.38092892 0.41688221] [ 0.48037334 0.59647349 0.56769069 0.64018763 0.51020877] [ 0.72430976 0.48742415 0.4365128 0.17053361 0.3609996 ] [ 0.65240905 0.60309185 0.40887521 0.4646049 0.38143498] [ 0.67490541 0.39446753 0.5528831 0.31256205 0.54082311] [ 0.45157233 0.38575028 0.43476676 0.60413018 0.45305368] [ 0.74541096 0.53842096 0.60021551 0.48076107 0.35220016] [ 0.61280853 0.44091261 0.62033542 0.35407078 0.52997038] [ 0.80441949 0.39326874 0.54620979 0.23186152 0.27299713] [ 0.63028839 0.51510975 0.51552903 0.61403693 0.33680225] [ 0.23066169 0.64356114 0.57448543 0.70369492 0.55558319] [ 0.54946744 0.46612709 0.57391253 0.62620329 0.42895216] [ 0.39772639 0.69718322 0.40514365 0.78038678 0.56356264] [ 0.33382499 0.55990764 0.54753419 0.77319848 0.53587817] [ 0.64648028 0.43891025 0.6234836 0.27980459 0.53964235] [ 0.31969627 0.57744334 0.48666538 0.79847999 0.6527005 ] [ 0.69071208 0.50662175 0.52286706 0.44763597 0.52271346] [ 0.41960853 0.48930468 0.50679545 0.69773519 0.32529667] [ 0.33582938 0.45755116 0.50794496 0.68184308 0.36106214] [ 0.69113583 0.52730219 0.48722467 0.35954148 0.47429984] [ 0.14838267 0.53423878 0.46427204 0.86723325 0.53740154] [ 0.2447431 0.63150296 0.42382543 0.8932143 0.48037335] [ 0.6147948 0.38270213 0.62205418 0.35014841 0.42512514] [ 0.65930841 0.40082474 0.6540357 0.43069556 0.4591644 ] [ 0.48354623 0.53911835 0.37777537 0.53952335 0.42385359] [ 0.6402707 0.34671198 0.64017692 0.25576213 0.58475634] [ 0.44195617 0.35637321 0.6632211 0.67296067 0.55902809] [ 0.76948195 0.39379405 0.59288864 0.39727422 0.41520473] [ 0.58551065 0.54005676 0.53390502 0.45241854 0.33964367] [ 0.86292199 0.33601452 0.35908993 0.20480725 0.38072349] [ 0.86792913 0.41153354 0.53245057 0.24756488 0.32666702] [ 0.3575701 0.69886693 0.42148247 0.7635133 0.36410524] [ 0.4887663 0.47267443 0.48629467 0.72437245 0.32481007] [ 0.51046225 0.53747642 0.4885027 0.5696108 0.63145868] [ 0.64494353 0.38005226 0.57593093 0.45762972 0.46466013] [ 0.90316118 0.28349826 0.46327415 0.12346554 0.3342884 ] [ 0.47035664 0.48688575 0.52708571 0.79079859 0.44611645] [ 0.58182786 0.46317887 0.52724272 0.41323127 0.44353383] [ 0.47788008 0.43954499 0.60604393 0.76675031 0.47701446] [ 0.51133794 0.44146989 0.53565976 0.60609779 0.45389468] [ 0.61895129 0.37710082 0.60738651 0.46172928 0.50911337] [ 0.79062862 0.43282906 0.60258117 0.1514782 0.51920857] [ 0.83821895 0.46587948 0.49567404 0.25848757 0.41711289] [ 0.34647799 0.54504931 0.37909765 0.54673036 0.54680286] [ 0.68814786 0.44676897 0.56593146 0.51661128 0.43232766] [ 0.49251236 0.53378384 0.39274912 0.79002162 0.32484562] [ 0.46575235 0.50882803 0.61545545 0.43975953 0.48751415] [ 0.28143959 0.58919844 0.29197845 0.74366117 0.60729953] [ 0.21585763 0.61881918 0.38240061 0.77257608 0.41540467] [ 0.34500028 0.56193433 0.62219219 0.74040145 0.48898967] [ 0.60254395 0.47402042 0.65167541 0.39893126 0.51624535] [ 0.34043874 0.58888835 0.42300579 0.57765433 0.56386506] [ 0.38611323 0.53448935 0.42753771 0.77315981 0.33339116] [ 0.57549914 0.51386225 0.40570241 0.38389184 0.41622257] [ 0.35755613 0.63463379 0.2556014 0.77864382 0.42515112] [ 0.26767473 0.55092632 0.47875621 0.85640787 0.50100687] [ 0.58714967 0.60128252 0.4663071 0.60532163 0.39358078] [ 0.63674131 0.5362837 0.60952886 0.55668431 0.46044361] [ 0.22805934 0.41918985 0.56564178 0.76020928 0.6045309 ] [ 0.63017107 0.43800069 0.60999056 0.40604622 0.45251944] [ 0.27183877 0.48286916 0.5002009 0.78274378 0.46195818] [ 0.7409275 0.52807928 0.32749001 0.27480432 0.29786234] [ 0.30176357 0.50709472 0.49693207 0.76189443 0.48652013] [ 0.72207694 0.40484731 0.58784138 0.39069637 0.43274941] [ 0.56299305 0.50669049 0.55861793 0.36716532 0.53926844] [ 0.64033081 0.45608706 0.54737368 0.4484689 0.54322694] [ 0.39960741 0.56058211 0.41190817 0.69884277 0.45804928] [ 0.26879179 0.43443254 0.44022985 0.76283682 0.51416684] [ 0.60789662 0.62623872 0.44322254 0.60805985 0.39777169] [ 0.84822278 0.32399973 0.53020066 0.33281781 0.34572467] [ 0.74520767 0.4868149 0.63315375 0.44747114 0.37979494] [ 0.13660267 0.62424881 0.4002222 0.90414841 0.43995832] [ 0.71269978 0.33218213 0.49911994 0.31265326 0.43018649] [ 0.51914514 0.41308153 0.45283802 0.48952416 0.34500093] [ 0.54269644 0.54568362 0.41875182 0.62780329 0.50685239] [ 0.54976565 0.49904207 0.45030664 0.68035523 0.26565329] [ 0.36856738 0.53571717 0.43014958 0.88539678 0.44767839] [ 0.71352589 0.41196862 0.33148337 0.45280466 0.36767184] [ 0.39792903 0.51041389 0.39221269 0.59412669 0.52063363] [ 0.87730964 0.34760775 0.61494442 0.27181995 0.37689691] [ 0.56595101 0.61785773 0.5677582 0.54971803 0.49869033] [ 0.6956024 0.36065806 0.57511656 0.23545853 0.37923991] Progress: 32.5% ... Training loss: 0.573 ... Validation loss: 0.970[ 0.49452472 0.50170672 0.50644306 0.62817034 0.31405305] [ 0.73355848 0.36155103 0.44771528 0.3439712 0.39107047] [ 0.38666578 0.57741641 0.44124669 0.79421546 0.4276855 ] [ 0.65472243 0.4395407 0.60643776 0.39101152 0.58854246] [ 0.7792111 0.42870003 0.54577343 0.27280482 0.45737725] [ 0.8426025 0.32807293 0.55909585 0.23591623 0.40487829] [ 0.27002183 0.65704674 0.44376434 0.7070968 0.4512586 ] [ 0.59699279 0.58810342 0.46569139 0.37230109 0.55602722] [ 0.62859251 0.43812722 0.50307495 0.48815547 0.39962726] [ 0.19591876 0.58162689 0.5939718 0.82685602 0.5680523 ] [ 0.49860389 0.44727754 0.54248502 0.71500224 0.38663644] [ 0.74151459 0.25308368 0.55465878 0.24561175 0.40849551] [ 0.73877464 0.36472382 0.5801079 0.15261919 0.41201259] [ 0.86952688 0.31059773 0.43305939 0.09183545 0.27168402] [ 0.64958583 0.53426726 0.42714316 0.43972043 0.41518139] [ 0.08292044 0.62859435 0.42945679 0.88067809 0.57270547] [ 0.26062094 0.54148579 0.4564763 0.73612428 0.41083983] [ 0.75686758 0.4313297 0.4151273 0.33185745 0.26081947] [ 0.69997814 0.57249488 0.36737447 0.45722867 0.45654504] [ 0.55455961 0.49286825 0.5106616 0.67565772 0.46628619] [ 0.91598796 0.28135176 0.5632164 0.07953378 0.26749073] [ 0.60881681 0.49637705 0.53267499 0.60313506 0.54715908] [ 0.22859557 0.73025052 0.32152302 0.86127671 0.57361823] [ 0.71440764 0.50009728 0.39108486 0.47861789 0.32890826] [ 0.64137564 0.28988839 0.45160487 0.39736466 0.42736413] [ 0.88312539 0.3262346 0.56685142 0.29533505 0.4082923 ] [ 0.53470203 0.56810746 0.47429445 0.671575 0.4559191 ] [ 0.25852031 0.72631296 0.413028 0.81989606 0.51142169] [ 0.62432453 0.41520762 0.41199475 0.47551099 0.41702312] [ 0.74100242 0.44767265 0.38859556 0.3881088 0.33785957] [ 0.69192431 0.49347005 0.56639293 0.24050567 0.50158578] [ 0.72320541 0.52217631 0.52688411 0.50117192 0.38155316] [ 0.56398836 0.48156917 0.53451878 0.426451 0.34099196] [ 0.29555084 0.51934844 0.45715483 0.6978933 0.51924763] [ 0.65018727 0.31262379 0.56043734 0.21327682 0.48326862] [ 0.19776181 0.63700111 0.37467855 0.91456084 0.41736332] [ 0.52088885 0.57112135 0.33647535 0.67202689 0.25250833] [ 0.35105297 0.68155388 0.4602723 0.72099506 0.51745544] [ 0.70433965 0.57475369 0.36632858 0.74351827 0.46157436] [ 0.50710178 0.62089297 0.4748703 0.56215192 0.50483607] [ 0.40902927 0.54585656 0.34878366 0.48265481 0.3798854 ] [ 0.51304366 0.5731063 0.51707519 0.52886029 0.3663822 ] [ 0.50564653 0.45822027 0.51750942 0.60611966 0.46178285] [ 0.84561994 0.43892192 0.56039655 0.22052116 0.41080618] [ 0.27763944 0.66832392 0.42419434 0.6991529 0.43787336] [ 0.57814737 0.5496959 0.54613415 0.44656717 0.33843525] [ 0.72185773 0.46474364 0.57367081 0.37484391 0.37739219] [ 0.14212103 0.62148962 0.44833819 0.92895646 0.55761413] [ 0.76906643 0.39406737 0.59277246 0.3974449 0.41532241] [ 0.53092231 0.55472476 0.47092877 0.59294872 0.37187417] [ 0.63904364 0.58295654 0.51868882 0.60949161 0.39950021] [ 0.77622296 0.45616107 0.40412438 0.26477056 0.3131139 ] [ 0.42823364 0.58381256 0.53934232 0.80973643 0.50857996] [ 0.5796107 0.39320087 0.52221456 0.53886389 0.29874305] [ 0.58672032 0.49648526 0.37244363 0.50759219 0.42912662] [ 0.31950263 0.5912185 0.55072163 0.69415352 0.59581208] [ 0.65149895 0.38425782 0.53270603 0.54842194 0.38441294] [ 0.58833605 0.49562692 0.59817904 0.58666649 0.4035316 ] [ 0.44085278 0.50060234 0.51828046 0.51846018 0.59719069] [ 0.70995812 0.36544546 0.65408321 0.46110723 0.36977199] [ 0.704719 0.4765249 0.4360719 0.49122446 0.3611369 ] [ 0.87065711 0.42277446 0.56313784 0.30343682 0.31549758] [ 0.44042205 0.50143636 0.44965847 0.63969196 0.45101451] [ 0.41576089 0.40550774 0.49994046 0.81055125 0.46686012] [ 0.83338993 0.35944121 0.58351055 0.18026945 0.43651534] [ 0.72813064 0.43634434 0.45186169 0.46754631 0.3579903 ] [ 0.54551139 0.59477698 0.50303222 0.60999179 0.47836349] [ 0.6987284 0.447485 0.43277069 0.56260046 0.3378658 ] [ 0.81081676 0.37365426 0.5078724 0.21023538 0.37081207] [ 0.7534169 0.41579798 0.59776359 0.22387002 0.42627322] [ 0.74206859 0.47313135 0.64944447 0.27328921 0.44040699] [ 0.50710178 0.62089297 0.4748703 0.56215192 0.50483607] [ 0.6256436 0.42149206 0.53300447 0.6575715 0.31800041] [ 0.70132566 0.36864009 0.474474 0.32481886 0.34016674] [ 0.42099925 0.41071855 0.56357491 0.60061622 0.59906885] [ 0.43722721 0.57923722 0.35551943 0.74486984 0.48647964] [ 0.37255116 0.61372482 0.52698756 0.82823855 0.56447332] [ 0.67737916 0.34075522 0.45359042 0.32290567 0.38368143] [ 0.25779114 0.64747028 0.45659529 0.74986089 0.49713061] [ 0.78720285 0.5036964 0.49917009 0.34279389 0.44199836] [ 0.63038566 0.53402148 0.41267357 0.67648993 0.49701869] [ 0.8241587 0.46532321 0.43283823 0.20410977 0.35938323] [ 0.68438258 0.4537115 0.56228554 0.68470728 0.39050994] [ 0.78220269 0.51925118 0.54447228 0.38863398 0.41679098] [ 0.76769246 0.54617677 0.36829053 0.49586512 0.37621945] [ 0.62303079 0.47619327 0.39304829 0.49546119 0.34530106] [ 0.81129006 0.53620113 0.45964036 0.31450175 0.35812556] [ 0.29472045 0.71401778 0.29869876 0.77628869 0.35956055] [ 0.71117692 0.54150633 0.37204514 0.45989071 0.50866109] [ 0.34139475 0.53430069 0.45817179 0.71694706 0.60219492] [ 0.22591795 0.60909983 0.32047566 0.82403554 0.46140218] [ 0.64137564 0.28988839 0.45160487 0.39736466 0.42736413] [ 0.63596037 0.46775428 0.61159818 0.58833133 0.45251624] [ 0.38315568 0.50888456 0.31432462 0.54226563 0.33944707] [ 0.44688967 0.48700779 0.39926394 0.5452815 0.55350984] [ 0.65423389 0.4169316 0.5624748 0.44086063 0.44976853] [ 0.69385192 0.50419974 0.38932871 0.29811505 0.32205797] [ 0.50388232 0.38119319 0.55644145 0.55726605 0.34958015] [ 0.50525643 0.41749045 0.45556093 0.49012821 0.52609645] [ 0.69867655 0.39317516 0.54363424 0.36042474 0.41955177] [ 0.1973652 0.69693902 0.44184653 0.85713304 0.52795946] [ 0.56267735 0.50260863 0.28603857 0.53771688 0.42610767] [ 0.67641054 0.55512459 0.45497379 0.44105243 0.3934171 ] [ 0.32307948 0.61995487 0.40066409 0.87196264 0.52821781] [ 0.24984081 0.59134267 0.52201651 0.84945814 0.63394262] [ 0.80435981 0.43891656 0.57173876 0.24991275 0.43970419] [ 0.85428139 0.46798595 0.44927931 0.21905094 0.4058963 ] [ 0.67621611 0.52063259 0.57684917 0.59354598 0.41826345] [ 0.7525886 0.33762507 0.61492275 0.23596578 0.44549726] [ 0.65988773 0.4796907 0.59031786 0.44303378 0.50545576] [ 0.19880768 0.6944342 0.32255343 0.76192273 0.43588067] [ 0.47091358 0.61615494 0.5218283 0.6234884 0.51536591] [ 0.49421382 0.656672 0.41502447 0.61871982 0.41454366] [ 0.3938823 0.48741005 0.44540073 0.81466295 0.38156688] [ 0.56944678 0.47824173 0.45581347 0.75289868 0.33698555] [ 0.54735701 0.46165609 0.58222762 0.38840489 0.54691301] [ 0.24779909 0.47975631 0.37840452 0.85537898 0.44406467] [ 0.21342916 0.58591389 0.44843193 0.75145194 0.54502917] [ 0.49098347 0.37670539 0.66188642 0.66998376 0.4665334 ] [ 0.19042604 0.73429479 0.31016249 0.82280953 0.4916957 ] [ 0.09284086 0.59375425 0.4732969 0.87451537 0.52782887] [ 0.61972278 0.53942767 0.51917254 0.47911423 0.40561354] [ 0.43974486 0.49923916 0.591177 0.67839134 0.49779558] [ 0.3968242 0.52634389 0.49297165 0.43663271 0.46550491] [ 0.21032016 0.58151062 0.42027919 0.85995817 0.4675885 ] [ 0.35331803 0.49690353 0.50279962 0.59546617 0.57367782] [ 0.73405327 0.47327757 0.47825863 0.36309547 0.33842182] [ 0.71946228 0.44263521 0.51854775 0.32592577 0.48831384] Progress: 32.6% ... Training loss: 0.573 ... Validation loss: 0.974[ 0.44397823 0.64028074 0.37054886 0.61547918 0.48465153] [ 0.16874158 0.52968233 0.4679416 0.71030556 0.60093341] [ 0.36447757 0.47765114 0.5006677 0.58474857 0.53899667] [ 0.15682335 0.55840457 0.51221666 0.86080986 0.66493701] [ 0.55600722 0.47715686 0.36737009 0.37951044 0.39050296] [ 0.58173993 0.49825588 0.45447524 0.68890277 0.47083355] [ 0.38795538 0.6942341 0.40127379 0.68046499 0.46612071] [ 0.44129336 0.63632495 0.3778923 0.75702463 0.54105932] [ 0.76371235 0.48765899 0.52427039 0.42823468 0.45383657] [ 0.49009575 0.4797964 0.46869218 0.77900752 0.37891844] [ 0.49020872 0.63162756 0.5131604 0.64720205 0.59325831] [ 0.7745719 0.46863489 0.48608855 0.21209187 0.4206026 ] [ 0.27009763 0.71604186 0.23842177 0.79029651 0.47876497] [ 0.68598473 0.39818177 0.62760275 0.60629785 0.41153603] [ 0.74005465 0.3139942 0.52361963 0.32777871 0.44999335] [ 0.82191756 0.43775954 0.3989629 0.35808865 0.29476172] [ 0.55441001 0.50458499 0.35117511 0.45878056 0.36298242] [ 0.18142334 0.6130937 0.36944245 0.90178743 0.55894585] [ 0.72240416 0.37673879 0.51805673 0.43205476 0.38996717] [ 0.73179546 0.33446638 0.5610854 0.27089815 0.39727167] [ 0.72825902 0.29422645 0.60362332 0.26686195 0.38215126] [ 0.84255514 0.37615294 0.41274189 0.14882455 0.25055047] [ 0.38369072 0.66139257 0.47403801 0.69949717 0.46383591] [ 0.68492117 0.64152987 0.44739051 0.53835049 0.37794842] [ 0.83672731 0.37850379 0.50988963 0.20619086 0.41990208] [ 0.58794062 0.57765825 0.55405728 0.67656758 0.29956284] [ 0.72924068 0.47570429 0.36379978 0.25711588 0.34454474] [ 0.5859026 0.58112201 0.40344449 0.63083266 0.40752644] [ 0.85971507 0.44588362 0.52276735 0.32615779 0.39373663] [ 0.3990294 0.57930771 0.46629994 0.70984202 0.6119875 ] [ 0.91514443 0.30663009 0.51129988 0.16973493 0.31873553] [ 0.66608568 0.45952861 0.58269673 0.30880547 0.46350621] [ 0.35281676 0.42619812 0.381748 0.60058388 0.42287578] [ 0.53925965 0.41873693 0.52421366 0.60053045 0.33482023] [ 0.50613533 0.59863113 0.39174031 0.66583538 0.551263 ] [ 0.61937652 0.54001463 0.52666189 0.48247144 0.31060788] [ 0.19178657 0.68786929 0.48650596 0.76414099 0.4783533 ] [ 0.60813622 0.49495781 0.38068467 0.30648652 0.4029045 ] [ 0.4410122 0.49245847 0.37365516 0.74150607 0.60114385] [ 0.86988335 0.27934366 0.63474903 0.14346145 0.41344389] [ 0.29518022 0.42717674 0.4579392 0.77362429 0.51415233] [ 0.34820277 0.63614167 0.46195999 0.67290541 0.55340412] [ 0.54111217 0.39208699 0.49712231 0.73255135 0.50229348] [ 0.60225711 0.52158601 0.47990283 0.4267883 0.31511628] [ 0.60255395 0.65803971 0.32382542 0.64333954 0.52924846] [ 0.83396518 0.40573555 0.44972921 0.29252554 0.41638481] [ 0.74751882 0.68183846 0.51276363 0.59668315 0.37809432] [ 0.08423597 0.72209183 0.38503298 0.88028309 0.50533126] [ 0.20013971 0.5854817 0.43606751 0.84384015 0.51618147] [ 0.37508392 0.63374273 0.30642942 0.56904732 0.39031822] [ 0.15246929 0.66461803 0.33343257 0.83710018 0.58246195] [ 0.57073094 0.49743142 0.35984388 0.30360028 0.40457567] [ 0.53691459 0.46413599 0.54414253 0.47122207 0.57250446] [ 0.87327203 0.45381205 0.48757635 0.21655007 0.35966602] [ 0.18529562 0.59203584 0.46098028 0.8983198 0.62729859] [ 0.62943932 0.55959784 0.40713098 0.52507023 0.34839338] [ 0.15770467 0.70059857 0.41471215 0.80328087 0.62489753] [ 0.7748656 0.44712756 0.60162483 0.38092133 0.51407534] [ 0.24109678 0.69614077 0.30207856 0.79125136 0.45397786] [ 0.35324354 0.46172382 0.4875499 0.45487463 0.50821696] [ 0.28437652 0.67558344 0.34446491 0.6919792 0.51386534] [ 0.2956353 0.52982214 0.36210271 0.79395303 0.37880464] [ 0.44525362 0.51190275 0.59820932 0.79345982 0.43308879] [ 0.32313047 0.67061135 0.28428464 0.72496502 0.36936512] [ 0.25001734 0.54405643 0.53585497 0.81222706 0.54192034] [ 0.65024576 0.57344671 0.51222738 0.40360275 0.51301176] [ 0.85409774 0.34927014 0.55330451 0.10799964 0.42044452] [ 0.62288099 0.39972657 0.3781595 0.50905363 0.51532357] [ 0.3895756 0.43555734 0.45024332 0.77909379 0.51529626] [ 0.45007567 0.57707405 0.34612574 0.64518067 0.27121273] [ 0.22809303 0.62484996 0.37433166 0.76723836 0.52159344] [ 0.26862457 0.59867721 0.33536387 0.83990019 0.34109458] [ 0.66455518 0.62415691 0.23956623 0.48969316 0.38611572] [ 0.23080353 0.52063425 0.5521298 0.73733427 0.66006909] [ 0.22714833 0.64931787 0.3284835 0.81911993 0.40695417] [ 0.15422936 0.64391598 0.4778627 0.81992754 0.55368092] [ 0.57787571 0.29715142 0.47543841 0.57878698 0.30541821] [ 0.71321045 0.37688569 0.66592034 0.35344574 0.4474682 ] [ 0.22573377 0.72745422 0.42304149 0.80370103 0.44614263] [ 0.82555658 0.3624583 0.48194816 0.32793022 0.37777878] [ 0.68901923 0.44446428 0.59752435 0.2566401 0.46265813] [ 0.36510601 0.5504473 0.42855889 0.74552206 0.58689934] [ 0.64510574 0.47216299 0.47694174 0.41788842 0.38382605] [ 0.66872371 0.47959376 0.53247557 0.73440646 0.36514948] [ 0.54527151 0.56058273 0.41905492 0.49166367 0.4463592 ] [ 0.78209818 0.47014617 0.47138756 0.32060754 0.43775953] [ 0.61400393 0.50742601 0.4681762 0.69525613 0.36122343] [ 0.70204303 0.46701182 0.50547883 0.43263272 0.41981249] [ 0.7222624 0.47740919 0.53874888 0.21021551 0.54850329] [ 0.26069814 0.58887101 0.5546533 0.85236042 0.62491435] [ 0.39602803 0.73759694 0.28169355 0.75780178 0.50566241] [ 0.31989246 0.59020342 0.50286052 0.6436529 0.62993483] [ 0.72470042 0.44816613 0.62409782 0.33810489 0.36484057] [ 0.61009157 0.59485226 0.5228029 0.45020592 0.39296005] [ 0.2456757 0.58886723 0.4066572 0.80562808 0.45401449] [ 0.26834935 0.61782386 0.4342735 0.75294114 0.51980276] [ 0.84819626 0.45842314 0.52369473 0.36233933 0.39143867] [ 0.40789731 0.35777288 0.60558702 0.72405091 0.55239683] [ 0.53773837 0.5210503 0.48099616 0.77872405 0.4150211 ] [ 0.81348715 0.42603013 0.51033037 0.42162861 0.39708282] [ 0.58428929 0.65502871 0.41241964 0.45542391 0.47242358] [ 0.74977522 0.41848647 0.58463209 0.57727226 0.36832734] [ 0.32317016 0.57572802 0.49555824 0.79432459 0.41469536] [ 0.52021144 0.56355921 0.34406915 0.5665346 0.41227939] [ 0.6197906 0.54733846 0.27046796 0.56717066 0.47363661] [ 0.72739206 0.42956605 0.33848114 0.248947 0.30258418] [ 0.32107382 0.48626316 0.59613547 0.65421524 0.5429449 ] [ 0.82624818 0.47481318 0.41885862 0.42292823 0.30187459] [ 0.57207581 0.44913674 0.61894224 0.72807952 0.34827791] [ 0.20382578 0.65279755 0.34183442 0.86061863 0.59910349] [ 0.64312817 0.40247154 0.44763337 0.59052165 0.29878036] [ 0.39458107 0.53437258 0.46976969 0.53924166 0.32797713] [ 0.84856131 0.50017636 0.33963055 0.38531664 0.31194115] [ 0.54037642 0.57537083 0.55194766 0.5780609 0.37643379] [ 0.45053892 0.54423874 0.51093936 0.51312687 0.52240941] [ 0.62938831 0.61829119 0.48665037 0.64388219 0.46820642] [ 0.65066898 0.60560087 0.47018325 0.58826035 0.32429301] [ 0.39963981 0.7226005 0.42585399 0.78803268 0.5424053 ] [ 0.13011173 0.73523149 0.42254077 0.80013214 0.52358897] [ 0.5654054 0.48098745 0.53475275 0.42566514 0.34081945] [ 0.75826642 0.40938178 0.59500147 0.2815879 0.43120472] [ 0.34388666 0.5574277 0.45918448 0.76317759 0.35749249] [ 0.71841281 0.33186839 0.48038622 0.26598052 0.46120795] [ 0.52411466 0.58948792 0.55377607 0.71748485 0.53151854] [ 0.55838585 0.47360738 0.5838175 0.38276134 0.43629866] [ 0.69871255 0.39314747 0.54364933 0.36037388 0.41954872] [ 0.8719612 0.37057812 0.49545998 0.1104489 0.33863742] [ 0.72835273 0.50140042 0.43902447 0.45478573 0.3561281 ] Progress: 32.6% ... Training loss: 0.572 ... Validation loss: 0.972[ 0.21913009 0.73303172 0.45333162 0.73521804 0.47202094] [ 0.53000835 0.52378442 0.6018685 0.45786191 0.47993242] [ 0.65360534 0.40374167 0.66585602 0.54091213 0.46176733] [ 0.21619115 0.48556022 0.40132684 0.57775002 0.72857771] [ 0.68629372 0.50466147 0.58186119 0.24072361 0.51412448] [ 0.88990716 0.41434407 0.53809981 0.28224063 0.39320654] [ 0.66263725 0.36122836 0.507341 0.40158397 0.42022375] [ 0.13191468 0.52631496 0.41059424 0.91296629 0.44610137] [ 0.63347309 0.3968926 0.67543203 0.57192254 0.34079967] [ 0.61636044 0.74153042 0.39899072 0.74130278 0.48471501] [ 0.31051899 0.56728046 0.52138011 0.74253482 0.40428522] [ 0.76248501 0.49978439 0.38770703 0.43138119 0.34198159] [ 0.24634403 0.52725896 0.53725108 0.75087809 0.6440845 ] [ 0.70794058 0.42842994 0.52913852 0.25194389 0.4522874 ] [ 0.61993349 0.5475007 0.27039883 0.56702299 0.4737191 ] [ 0.58247525 0.5697428 0.50718708 0.6268228 0.44707798] [ 0.51870417 0.49406351 0.44126763 0.6409087 0.5192476 ] [ 0.4549714 0.63716162 0.44653539 0.60499503 0.61708329] [ 0.41975118 0.6547288 0.26351014 0.78403401 0.38025348] [ 0.81432617 0.51414634 0.5605928 0.27856297 0.39723307] [ 0.45229209 0.6346887 0.39132616 0.47444554 0.38397402] [ 0.82739878 0.48887814 0.57101116 0.22647456 0.46909673] [ 0.68525031 0.54944051 0.42231648 0.54739039 0.36455123] [ 0.38471861 0.63324354 0.42041276 0.54651175 0.46698636] [ 0.17089228 0.700821 0.47115155 0.76412056 0.54500832] [ 0.51131758 0.6157829 0.42786362 0.51564894 0.48352048] [ 0.43596763 0.43643567 0.47888807 0.75472019 0.39360116] [ 0.74328515 0.51112619 0.46271695 0.50062525 0.41680565] [ 0.30736052 0.62728304 0.35588691 0.80209721 0.48639425] [ 0.31745285 0.65328536 0.3738993 0.79046939 0.443861 ] [ 0.74912766 0.50706859 0.37300828 0.28571613 0.31593224] [ 0.34114443 0.56148547 0.55115079 0.63840768 0.51435035] [ 0.50816646 0.49370967 0.56478511 0.31122447 0.62889298] [ 0.86944251 0.42471222 0.54484066 0.30722617 0.40493989] [ 0.62131718 0.51829828 0.40789554 0.36850199 0.48060689] [ 0.48111888 0.40608404 0.58500986 0.53215349 0.52168885] [ 0.14958475 0.60733027 0.46242666 0.86285246 0.42161575] [ 0.65615867 0.54980835 0.54314744 0.35583105 0.4316861 ] [ 0.64118974 0.51077875 0.4996643 0.33988599 0.51578545] [ 0.75842674 0.30658917 0.47852199 0.29787107 0.45534137] [ 0.66597919 0.37865928 0.58621385 0.47813258 0.36655521] [ 0.88902673 0.32172615 0.71124583 0.12482485 0.33612622] [ 0.48614752 0.44039058 0.3835283 0.6066021 0.4196678 ] [ 0.84794019 0.47484866 0.58143584 0.37783417 0.33284284] [ 0.51714161 0.61532499 0.5004097 0.56049411 0.54623977] [ 0.43736135 0.55129943 0.48701135 0.76371574 0.39877502] [ 0.19175334 0.56606141 0.50169574 0.84505964 0.48996305] [ 0.54174844 0.44596459 0.51701163 0.63705221 0.37043301] [ 0.50252296 0.5504329 0.4435358 0.6580113 0.46192876] [ 0.7393086 0.44127432 0.41518904 0.2840351 0.33393375] [ 0.13100047 0.60303917 0.55657125 0.92210475 0.6846695 ] [ 0.52568149 0.47298741 0.50284068 0.75471525 0.4811353 ] [ 0.58314282 0.39719992 0.51574871 0.3137746 0.41295795] [ 0.41813854 0.36892866 0.56052749 0.42515788 0.73239815] [ 0.74394274 0.46419281 0.46725909 0.3456783 0.43158543] [ 0.40311409 0.69398845 0.39851099 0.75042409 0.53254811] [ 0.22944029 0.42584908 0.41392256 0.67691979 0.6660366 ] [ 0.32471026 0.44728056 0.4341069 0.72212883 0.41303008] [ 0.38583956 0.56392778 0.50156091 0.5902415 0.42879816] [ 0.41945228 0.61730232 0.42346968 0.56868636 0.39771455] [ 0.25620035 0.5985203 0.55257499 0.77570891 0.49478716] [ 0.39728931 0.63428149 0.53597346 0.70447878 0.46764432] [ 0.48668467 0.42529792 0.52803557 0.63875194 0.57696952] [ 0.5686661 0.45524192 0.46029017 0.66445298 0.50838258] [ 0.75251542 0.4881829 0.50413049 0.27499473 0.41020606] [ 0.5630375 0.63544394 0.54462332 0.6481972 0.41180654] [ 0.55099286 0.47324176 0.39460037 0.5456024 0.5599327 ] [ 0.60781879 0.54377062 0.48600302 0.47912249 0.38392155] [ 0.25108763 0.55692004 0.50695614 0.84946946 0.51718415] [ 0.45556853 0.6103042 0.5308736 0.56450167 0.38521091] [ 0.53423464 0.61988559 0.64335649 0.60185899 0.5556047 ] [ 0.53291025 0.56048955 0.46887418 0.75791197 0.35753569] [ 0.51497999 0.52656853 0.40562513 0.68547051 0.36849032] [ 0.24695496 0.55555963 0.5469052 0.80544877 0.61514521] [ 0.63847224 0.5213434 0.55016124 0.50826628 0.36592709] [ 0.68684375 0.35909931 0.53155983 0.27848008 0.50578985] [ 0.68788434 0.52394921 0.51228731 0.26294668 0.44077213] [ 0.16689232 0.47579682 0.50056927 0.86602673 0.67246725] [ 0.72790345 0.36188957 0.66766705 0.28882859 0.37857657] [ 0.40568276 0.57897892 0.39346928 0.72762436 0.50139269] [ 0.78956371 0.36582376 0.38918385 0.30025989 0.26811451] [ 0.1748703 0.68233932 0.46303277 0.6765099 0.50368499] [ 0.32655986 0.49016291 0.51444698 0.74911798 0.39766891] [ 0.36275328 0.54593803 0.49953347 0.55741 0.43770973] [ 0.81917774 0.44139063 0.53718753 0.1910024 0.31417974] [ 0.43916042 0.51096844 0.55605191 0.5388359 0.46403403] [ 0.22613868 0.42890936 0.40117496 0.74356965 0.51662154] [ 0.56179569 0.61903612 0.5331667 0.67515273 0.46437944] [ 0.75853056 0.45629059 0.53739896 0.19315812 0.46886269] [ 0.57685042 0.64387792 0.48548699 0.72889728 0.44412019] [ 0.57554963 0.64982936 0.41841105 0.64451541 0.43622834] [ 0.34748639 0.47962606 0.61167763 0.69406762 0.51021259] [ 0.35037352 0.63942632 0.46011906 0.52180288 0.61584577] [ 0.28628038 0.66810652 0.42549797 0.63064343 0.48178747] [ 0.87270422 0.43254293 0.5577825 0.16568078 0.3948847 ] [ 0.18637856 0.73393898 0.3284858 0.78387398 0.61101636] [ 0.40834815 0.42324404 0.46728844 0.52648378 0.46001585] [ 0.42699362 0.60349338 0.36677562 0.51069517 0.41289762] [ 0.36667377 0.6811892 0.32500964 0.57861818 0.4210283 ] [ 0.84107638 0.43083604 0.62600243 0.20117247 0.46656774] [ 0.68462343 0.54325074 0.47890897 0.36495036 0.36151974] [ 0.88542096 0.42954534 0.54727313 0.2664487 0.37224521] [ 0.49154939 0.50027034 0.56735259 0.63257662 0.48872088] [ 0.11718978 0.71686204 0.37466144 0.94099124 0.60470318] [ 0.61274927 0.49929773 0.55512056 0.50834283 0.44601153] [ 0.28570717 0.5462206 0.5776181 0.83304007 0.52808765] [ 0.66770439 0.35995975 0.64378471 0.49905201 0.46481546] [ 0.52726308 0.42930224 0.53510925 0.48323424 0.49143266] [ 0.48886859 0.62441103 0.4142806 0.70984497 0.36030586] [ 0.81374622 0.30051018 0.53508225 0.23391325 0.36118877] [ 0.67181543 0.5266876 0.52073885 0.47948733 0.37419161] [ 0.32760909 0.58589592 0.31277512 0.73106519 0.48419092] [ 0.28900887 0.56758119 0.61025187 0.7986659 0.51534426] [ 0.8988241 0.51723162 0.50277224 0.18573448 0.35561714] [ 0.10610468 0.50308999 0.41326467 0.92146872 0.64951729] [ 0.53797399 0.34321584 0.75049197 0.54501073 0.43495855] [ 0.48513743 0.4564443 0.42337689 0.56123926 0.61695718] [ 0.77277996 0.4656652 0.54803288 0.33163897 0.37635071] [ 0.63212283 0.51389763 0.42687486 0.48678159 0.54468116] [ 0.33356177 0.44205769 0.51971599 0.71282541 0.57159077] [ 0.7506688 0.37464257 0.48755973 0.38991329 0.36659054] [ 0.21796665 0.5469446 0.51505216 0.68205634 0.6406041 ] [ 0.27463442 0.54337815 0.480011 0.60422585 0.40751986] [ 0.65899379 0.47950984 0.40257038 0.38697858 0.32506432] [ 0.49019376 0.53034511 0.53461507 0.46669142 0.34748987] [ 0.16409205 0.68281862 0.28992259 0.71528681 0.4947017 ] [ 0.48677864 0.60832055 0.35698003 0.46803451 0.31718225] [ 0.64446319 0.34641262 0.58789127 0.32291949 0.40334405] Progress: 32.7% ... Training loss: 0.572 ... Validation loss: 0.974[ 0.50582626 0.64096472 0.34760714 0.53000367 0.450849 ] [ 0.5104165 0.50800726 0.5651046 0.77003343 0.49637696] [ 0.51820223 0.48181432 0.60072983 0.70618779 0.32982413] [ 0.38251838 0.6705899 0.29236959 0.70057822 0.49464272] [ 0.73337649 0.44953779 0.59308707 0.52325675 0.39151319] [ 0.24645881 0.62555189 0.38208915 0.75007575 0.60696286] [ 0.36794122 0.48788805 0.46186882 0.56187054 0.45641164] [ 0.4696065 0.54160456 0.57702265 0.6438709 0.58261541] [ 0.79960217 0.46873749 0.49430396 0.36951477 0.37140671] [ 0.36619528 0.54532328 0.52399245 0.81520809 0.47244008] [ 0.20289603 0.68569307 0.38940905 0.91881416 0.66505428] [ 0.65521477 0.54354214 0.57478485 0.43316038 0.52236459] [ 0.80217373 0.3867605 0.57848912 0.17455567 0.4264104 ] [ 0.59059919 0.59744196 0.60228793 0.45088284 0.52875478] [ 0.2979383 0.65412056 0.57372043 0.62124154 0.61350693] [ 0.61364206 0.48506574 0.32978231 0.43573776 0.40267119] [ 0.40291313 0.65076505 0.42613291 0.72896001 0.41198168] [ 0.59720153 0.4011364 0.45107973 0.56920044 0.29967421] [ 0.68821284 0.39656052 0.66194228 0.38741251 0.52048809] [ 0.70483333 0.54290978 0.50486124 0.50719293 0.42993649] [ 0.70869152 0.41604669 0.53173801 0.47768879 0.36820999] [ 0.22171663 0.5934882 0.46203932 0.70948415 0.5488341 ] [ 0.58022991 0.53725219 0.5492334 0.47827068 0.4999104 ] [ 0.5673532 0.49058809 0.62578117 0.37216886 0.41758431] [ 0.28891754 0.54315222 0.4957216 0.75103158 0.44880478] [ 0.80774413 0.43486945 0.50922539 0.25640046 0.45205589] [ 0.52277872 0.44872245 0.58681252 0.49255836 0.52494783] [ 0.34843672 0.53497831 0.4426599 0.7238111 0.40734946] [ 0.52425769 0.42025109 0.38752501 0.63735339 0.33983126] [ 0.43049522 0.58823214 0.47709996 0.42902097 0.36692978] [ 0.31738339 0.60251127 0.45859249 0.63325826 0.56648683] [ 0.5709481 0.39095143 0.63963607 0.34103827 0.49377929] [ 0.41868702 0.53654063 0.50287079 0.55527367 0.64200197] [ 0.30319092 0.53563835 0.45208911 0.82832893 0.52735972] [ 0.30726772 0.53301829 0.58820307 0.80275941 0.45962983] [ 0.30337362 0.5562243 0.54288968 0.78828777 0.44887248] [ 0.72056328 0.33105962 0.38155028 0.2743832 0.32490892] [ 0.1419263 0.72003013 0.36294024 0.87787906 0.54786834] [ 0.43638357 0.40355929 0.52113826 0.60068665 0.53479984] [ 0.72049046 0.48479887 0.38859556 0.34052232 0.34835361] [ 0.67347771 0.63637593 0.37203317 0.50344248 0.46538981] [ 0.38637906 0.59157176 0.51554051 0.62655677 0.55089011] [ 0.55418778 0.61470285 0.40960517 0.64096986 0.45276005] [ 0.21942843 0.49358164 0.37559743 0.85332341 0.53146968] [ 0.29868207 0.57602322 0.5274021 0.76298866 0.42996213] [ 0.29511201 0.49319678 0.4703283 0.67979352 0.59604765] [ 0.28162324 0.49018282 0.45497267 0.7779667 0.42651383] [ 0.57490152 0.51480208 0.46006635 0.72880511 0.34005707] [ 0.18539564 0.62605928 0.39745808 0.81760053 0.48837618] [ 0.06152429 0.69705326 0.36907378 0.90101102 0.53678577] [ 0.59021482 0.54020016 0.53231134 0.43726478 0.60010651] [ 0.34181525 0.48856964 0.47345434 0.84578867 0.59768432] [ 0.47473197 0.41418921 0.45657091 0.71190181 0.34125236] [ 0.58702826 0.40426921 0.46902037 0.44794824 0.45322049] [ 0.23085895 0.62023354 0.31108595 0.82926802 0.45018767] [ 0.54629883 0.46229211 0.58195462 0.38890053 0.54716445] [ 0.53294363 0.510082 0.50708493 0.39029647 0.48243645] [ 0.52425769 0.42025109 0.38752501 0.63735339 0.33983126] [ 0.26744169 0.53483862 0.52385142 0.88128586 0.49104046] [ 0.16659299 0.64529719 0.31689768 0.68424712 0.53656097] [ 0.5463757 0.54663834 0.37641884 0.66173657 0.43946226] [ 0.49278175 0.68201206 0.28790092 0.6471418 0.25125917] [ 0.2371431 0.62572351 0.44786982 0.65461326 0.57638549] [ 0.54455273 0.51305091 0.35973591 0.66464581 0.39810782] [ 0.31036935 0.50672049 0.60617866 0.74157413 0.58185144] [ 0.65428574 0.53861938 0.36654756 0.51092637 0.30058504] [ 0.79733392 0.42831477 0.36342988 0.2076087 0.32064166] [ 0.54894908 0.44854953 0.54389388 0.37029228 0.54860812] [ 0.67790557 0.47235154 0.63390286 0.35036833 0.42883674] [ 0.38215424 0.36414419 0.60448133 0.67065458 0.46371934] [ 0.5304444 0.63376359 0.56085633 0.66548611 0.4970668 ] [ 0.39563213 0.43376443 0.50998835 0.68150396 0.39450155] [ 0.45762338 0.48608982 0.45515752 0.55138662 0.50798623] [ 0.8825977 0.3759195 0.45453382 0.13168917 0.26069815] [ 0.3722653 0.6707995 0.43139834 0.76501824 0.57787811] [ 0.70951252 0.56380914 0.42706068 0.36212151 0.29440552] [ 0.83555615 0.43366865 0.39276232 0.33695282 0.29180754] [ 0.76221583 0.46667465 0.57802597 0.32820684 0.44856856] [ 0.38796323 0.61473646 0.42968602 0.54369514 0.64308467] [ 0.28460512 0.5682241 0.55856477 0.65195158 0.56801953] [ 0.69897429 0.4590953 0.41848103 0.40934216 0.33970564] [ 0.91125158 0.38757319 0.54897091 0.12610522 0.37292118] [ 0.61255776 0.41367297 0.63904343 0.67892465 0.42184407] [ 0.15947481 0.52203604 0.4480625 0.89499243 0.72078864] [ 0.89901163 0.51686992 0.50292133 0.18561074 0.35548858] [ 0.6393174 0.37563664 0.56472253 0.2443161 0.55880659] [ 0.24243063 0.56837781 0.4415939 0.49947426 0.55178547] [ 0.45939343 0.63073175 0.27746755 0.62789793 0.4636106 ] [ 0.53087756 0.52346144 0.60199696 0.45737546 0.47981176] [ 0.63707281 0.54483165 0.40449845 0.38642782 0.42288407] [ 0.37740954 0.57782005 0.39207367 0.58147481 0.33765428] [ 0.53469813 0.5942937 0.58047334 0.51726517 0.53121459] [ 0.47608594 0.50232626 0.61917025 0.38719156 0.40160624] [ 0.7954815 0.53564001 0.38272572 0.4368427 0.33869787] [ 0.31867817 0.4651887 0.59962613 0.51824474 0.56336485] [ 0.68200722 0.48475586 0.48887596 0.37153615 0.35797503] [ 0.5369177 0.37615225 0.51376967 0.32750272 0.59728807] [ 0.24371804 0.54849554 0.34869689 0.76497519 0.62173981] [ 0.77149867 0.38807303 0.51569619 0.16311055 0.22273771] [ 0.61811209 0.61540309 0.32179225 0.52218151 0.42911305] [ 0.55364876 0.60909461 0.36268784 0.54005947 0.3590389 ] [ 0.49136465 0.58929858 0.5120171 0.49261368 0.49864712] [ 0.25049256 0.71455909 0.31377131 0.81499509 0.4502427 ] [ 0.49133793 0.59891413 0.35188409 0.56260613 0.38328189] [ 0.08344539 0.62868546 0.42936838 0.88033262 0.57282136] [ 0.635953 0.47412749 0.67292094 0.38928734 0.45623151] [ 0.67183734 0.46847644 0.50637972 0.59639257 0.42604809] [ 0.77282942 0.51284683 0.5912654 0.43977905 0.33407928] [ 0.76484008 0.36769164 0.45995819 0.40052539 0.30099254] [ 0.46413965 0.43806916 0.42707934 0.64693306 0.56947878] [ 0.58938863 0.39903622 0.58155815 0.36145751 0.51913913] [ 0.3754626 0.50019345 0.44151959 0.6253788 0.56340084] [ 0.85728648 0.40488137 0.43484771 0.22990071 0.39420236] [ 0.1708944 0.47760278 0.39683319 0.86133054 0.56510815] [ 0.54089252 0.60024473 0.47386958 0.61163432 0.45384726] [ 0.74373022 0.40132758 0.61254759 0.61218942 0.39486577] [ 0.26378267 0.60756724 0.38042029 0.75902428 0.55468377] [ 0.37312621 0.57555304 0.24379098 0.65576501 0.47989691] [ 0.64736945 0.46809715 0.4840689 0.35841581 0.44590628] [ 0.57669449 0.44329239 0.52416926 0.64030113 0.29163532] [ 0.45561434 0.50862697 0.46170797 0.71202101 0.35436376] [ 0.72271335 0.38465351 0.54854094 0.43859118 0.3477031 ] [ 0.32849727 0.48732911 0.46085038 0.57348467 0.56177184] [ 0.85031353 0.36403646 0.58458085 0.12494931 0.32143742] [ 0.51981434 0.61790316 0.39240832 0.54158546 0.35311517] [ 0.72466761 0.48628506 0.48859481 0.34242555 0.39243524] [ 0.78571857 0.46100868 0.36510078 0.31637392 0.32811572] [ 0.19858033 0.51717685 0.47451484 0.77554906 0.77575438] Progress: 32.8% ... Training loss: 0.572 ... Validation loss: 0.972[ 0.70744108 0.66016216 0.45509928 0.63650445 0.43388338] [ 0.16062305 0.50072677 0.40806209 0.85375134 0.47144501] [ 0.52117169 0.49084079 0.60257398 0.6554927 0.52216536] [ 0.72122623 0.48630214 0.57790303 0.46027123 0.35546395] [ 0.69898156 0.42197963 0.63316281 0.38899293 0.51478595] [ 0.40496864 0.57081058 0.58207419 0.5734674 0.63175969] [ 0.33082853 0.59776261 0.54497059 0.66302316 0.53530973] [ 0.3535662 0.48522915 0.45361196 0.72407499 0.36582636] [ 0.78737352 0.47674731 0.54198242 0.21948787 0.34526388] [ 0.77270461 0.49284163 0.49623739 0.31847677 0.34838343] [ 0.54265091 0.50578943 0.32987408 0.58328149 0.46394792] [ 0.47508199 0.52300797 0.51211352 0.73050147 0.40807326] [ 0.74342071 0.46279002 0.63423497 0.40133338 0.45837752] [ 0.52516534 0.45485595 0.48466319 0.58977012 0.61864732] [ 0.46189439 0.55766327 0.57493781 0.63728918 0.51417205] [ 0.50124862 0.52636817 0.61185628 0.46677418 0.55196924] [ 0.50010103 0.56420074 0.4017292 0.49871933 0.39355449] [ 0.24229153 0.5966567 0.38902737 0.82503924 0.57303762] [ 0.31910931 0.54307666 0.35355035 0.5954101 0.56614614] [ 0.85663318 0.42770605 0.48780756 0.14344657 0.40488666] [ 0.82564463 0.35513395 0.5917781 0.21396558 0.47880688] [ 0.47736023 0.5130194 0.42874436 0.32635885 0.37368167] [ 0.70101785 0.34243507 0.46075231 0.20115266 0.38799325] [ 0.61166601 0.66023103 0.43677506 0.58848514 0.4290957 ] [ 0.79549798 0.31215272 0.55495411 0.20166495 0.37922587] [ 0.76026187 0.41862927 0.50644523 0.3660774 0.42055468] [ 0.618474 0.39281143 0.65986168 0.4610159 0.38424523] [ 0.1633429 0.54745642 0.44874085 0.86861505 0.47602606] [ 0.14707951 0.64315191 0.40234418 0.86512151 0.43050657] [ 0.3413542 0.64538178 0.58308236 0.71038277 0.6224733 ] [ 0.68184368 0.62735826 0.31223259 0.6378108 0.42474093] [ 0.58633322 0.50080304 0.61591461 0.48503699 0.47022495] [ 0.33030391 0.427872 0.40434426 0.82071155 0.44959676] [ 0.52596636 0.51316109 0.42485174 0.55729568 0.49808502] [ 0.56725892 0.45541373 0.47603189 0.75733362 0.39267393] [ 0.69217275 0.58327449 0.64441857 0.42801088 0.4401669 ] [ 0.68312772 0.40425155 0.55679448 0.21335263 0.36075754] [ 0.2657794 0.67872182 0.4174679 0.78552034 0.46833984] [ 0.57353601 0.51704169 0.34512409 0.40258772 0.34458096] [ 0.49377023 0.58876087 0.34054189 0.51721993 0.38931742] [ 0.64356307 0.40866966 0.56424014 0.24391766 0.56093138] [ 0.23682617 0.62600472 0.44774985 0.654908 0.57650062] [ 0.59237693 0.51263825 0.45054679 0.72801201 0.34289278] [ 0.79337878 0.33525293 0.47988529 0.22977452 0.3759689 ] [ 0.2177084 0.50778795 0.35771969 0.86798175 0.52697563] [ 0.27632939 0.66306474 0.3246391 0.84024911 0.66376029] [ 0.24079417 0.58911423 0.40294469 0.70536037 0.51467868] [ 0.71787103 0.46633332 0.62230006 0.5945732 0.40014311] [ 0.90520717 0.27768259 0.55002218 0.18571732 0.35568881] [ 0.56072078 0.52980324 0.50611779 0.50426618 0.60609914] [ 0.41687259 0.43229799 0.64231029 0.65904034 0.35642947] [ 0.52933538 0.63254422 0.63637108 0.61902405 0.55070836] [ 0.26386602 0.50519345 0.43926628 0.5433237 0.67660728] [ 0.45841773 0.37848975 0.45259735 0.7065489 0.43291555] [ 0.16776516 0.57281145 0.37039786 0.89223234 0.52828329] [ 0.58198537 0.43736167 0.53205742 0.71794928 0.41297641] [ 0.13924518 0.66393866 0.43743401 0.72911111 0.59692408] [ 0.63742603 0.48679175 0.39169834 0.57564311 0.34761748] [ 0.82595384 0.3282571 0.59287491 0.19802435 0.4811493 ] [ 0.7140573 0.41306068 0.41481686 0.26310418 0.34135837] [ 0.3667358 0.55345345 0.44368649 0.75914421 0.36732717] [ 0.59306085 0.49871295 0.52471543 0.49578433 0.52559966] [ 0.51460973 0.34454557 0.52590671 0.63075383 0.41903519] [ 0.77655968 0.48922783 0.562698 0.39096578 0.36827409] [ 0.67614695 0.46134851 0.56452235 0.42750613 0.44655127] [ 0.846057 0.38365059 0.58565121 0.17668663 0.34734551] [ 0.44461541 0.49854559 0.38502711 0.45063557 0.36994887] [ 0.46305957 0.53370247 0.63463842 0.54366169 0.47902869] [ 0.13869839 0.63774481 0.4517668 0.91682964 0.53925109] [ 0.66116552 0.49766924 0.65682771 0.26281051 0.52368788] [ 0.5011004 0.37769329 0.54335859 0.69620062 0.35960727] [ 0.48514406 0.54285666 0.45326159 0.43601184 0.52669128] [ 0.0971204 0.55287474 0.543112 0.94012165 0.71752444] [ 0.39047544 0.59209558 0.44982584 0.71754654 0.60818916] [ 0.51462483 0.58799029 0.61864385 0.54099138 0.49768747] [ 0.71078849 0.6372984 0.44031975 0.43858743 0.45646518] [ 0.19519046 0.58101736 0.45837181 0.80313589 0.4935861 ] [ 0.57539958 0.54063642 0.38277093 0.26213131 0.43793182] [ 0.58000686 0.50536482 0.39572063 0.49846892 0.4098171 ] [ 0.82316764 0.49839029 0.50440486 0.42882527 0.2537418 ] [ 0.63355674 0.58697941 0.52067677 0.44923262 0.43352672] [ 0.64208953 0.33336557 0.54359729 0.62215188 0.41885436] [ 0.17767777 0.67609184 0.53115008 0.75564069 0.63134047] [ 0.22227838 0.4535666 0.37237641 0.8973512 0.46500109] [ 0.48997869 0.60659734 0.42019519 0.73289243 0.51781014] [ 0.46990934 0.40035289 0.50621865 0.37986227 0.72262334] [ 0.25396195 0.57006237 0.5981846 0.65717768 0.69166832] [ 0.61324274 0.49913253 0.55519489 0.50792402 0.44596349] [ 0.6472596 0.37933388 0.57622361 0.4563709 0.4644165 ] [ 0.45992144 0.54673224 0.50394272 0.64735354 0.58597975] [ 0.28359301 0.70196277 0.38970992 0.76983366 0.39490816] [ 0.88627536 0.34396279 0.51644465 0.1929163 0.31475401] [ 0.62006506 0.61973609 0.44119593 0.49337079 0.43807063] [ 0.39747173 0.66542251 0.4071353 0.67108766 0.34709032] [ 0.69597348 0.56185 0.5633075 0.61072381 0.42820007] [ 0.69231642 0.4136243 0.38389122 0.35177624 0.43913479] [ 0.75288393 0.52799439 0.54206417 0.4460627 0.41331301] [ 0.39552432 0.44059808 0.66178812 0.7842016 0.48312602] [ 0.42744423 0.6035078 0.36677722 0.51035166 0.41291799] [ 0.46748069 0.47989421 0.65126611 0.67013984 0.51504161] [ 0.67256674 0.33764148 0.63603886 0.47638615 0.34471068] [ 0.31746745 0.63026232 0.2762305 0.76321435 0.46756233] [ 0.73019303 0.51880807 0.35384758 0.33033373 0.33722377] [ 0.23022048 0.72989064 0.40479008 0.84282102 0.42549783] [ 0.76093179 0.34385143 0.52853945 0.24894944 0.37443922] [ 0.72820547 0.42916628 0.33863145 0.2483281 0.30246863] [ 0.43484445 0.52402865 0.37320898 0.52594816 0.45539609] [ 0.67131588 0.47103366 0.57132984 0.34801389 0.49617073] [ 0.68146073 0.47781525 0.44940484 0.39689086 0.48299354] [ 0.67405722 0.39582836 0.53536251 0.34596868 0.36166978] [ 0.42374534 0.4540753 0.55535672 0.52054207 0.59344167] [ 0.20452837 0.39262147 0.51457813 0.63570676 0.63694077] [ 0.50924967 0.57146061 0.45756919 0.65743579 0.39571955] [ 0.42755116 0.46563577 0.47455452 0.49883124 0.56799723] [ 0.66382542 0.43826375 0.57187928 0.57193718 0.41329308] [ 0.67392177 0.42149507 0.49266627 0.54260324 0.57133342] [ 0.25421349 0.5439659 0.47279708 0.64463967 0.60295135] [ 0.45218133 0.50741872 0.61104839 0.52796216 0.55308455] [ 0.8244516 0.43487797 0.50244285 0.24634303 0.27429667] [ 0.64372074 0.50369065 0.44869741 0.55534779 0.46057726] [ 0.41909047 0.4759524 0.48450347 0.62474135 0.52311674] [ 0.24603131 0.58924875 0.40648047 0.8056127 0.45419894] [ 0.75250153 0.48822617 0.50411192 0.27488608 0.41022696] [ 0.28451599 0.65894477 0.46706283 0.78839245 0.61423273] [ 0.61863561 0.44435563 0.53582133 0.36403498 0.4710311 ] [ 0.69278323 0.51456032 0.41437005 0.34649718 0.38776503] [ 0.87958194 0.32426398 0.64093727 0.23134543 0.34151092] [ 0.66010069 0.44600954 0.64550488 0.52623348 0.4159249 ] Progress: 32.8% ... Training loss: 0.572 ... Validation loss: 0.975[ 0.79343879 0.36539713 0.57708399 0.32350745 0.43974166] [ 0.53729908 0.55921608 0.44324577 0.55908262 0.39066671] [ 0.63958404 0.53498601 0.58677913 0.4721772 0.49296985] [ 0.24875957 0.42910773 0.51677626 0.75027916 0.46438555] [ 0.70456837 0.54185131 0.60672178 0.43280615 0.42000836] [ 0.28319428 0.57594747 0.60124043 0.80847157 0.5983497 ] [ 0.57978076 0.50631203 0.40633201 0.46949766 0.38290063] [ 0.79180328 0.42984448 0.48495657 0.34209143 0.44480681] [ 0.34378201 0.48771746 0.47380703 0.84526322 0.59740779] [ 0.54080776 0.52299059 0.55864068 0.39908166 0.5475488 ] [ 0.6226968 0.48080294 0.61399673 0.64388436 0.3459281 ] [ 0.33297305 0.64089563 0.48835209 0.78746676 0.45239229] [ 0.3703894 0.56652978 0.52172094 0.58673143 0.61305031] [ 0.49819698 0.50063804 0.50685242 0.62644811 0.31376703] [ 0.75583597 0.61239976 0.41396357 0.61858181 0.42901032] [ 0.66590299 0.41177622 0.39177649 0.21925508 0.42826793] [ 0.74864812 0.48579553 0.57798842 0.2608662 0.53122019] [ 0.74523007 0.43581441 0.59195208 0.41878981 0.45691124] [ 0.44549355 0.51073534 0.51342747 0.55411506 0.42134026] [ 0.63679445 0.56894285 0.49224146 0.48322498 0.35040897] [ 0.64083175 0.47559987 0.41016419 0.47051192 0.55878422] [ 0.70651602 0.4429509 0.51556285 0.29073519 0.54324714] [ 0.84261171 0.49392396 0.50095175 0.24123868 0.40490089] [ 0.76474905 0.48722858 0.52444113 0.42738835 0.4536775 ] [ 0.77074295 0.39477655 0.52113977 0.3055431 0.39739081] [ 0.76587502 0.35600383 0.47676302 0.36702339 0.45970895] [ 0.62205217 0.53835083 0.51960698 0.47785026 0.40523448] [ 0.63332841 0.43514207 0.57228152 0.32610036 0.34907814] [ 0.34614595 0.53210718 0.41704058 0.76454387 0.34747351] [ 0.81036212 0.36246285 0.43643084 0.42501615 0.41001445] [ 0.51176277 0.51665621 0.5640928 0.728 0.48666824] [ 0.61942998 0.39483996 0.63921449 0.37634369 0.54496556] [ 0.78104329 0.38555263 0.57808274 0.22979617 0.43793009] [ 0.18196428 0.70225837 0.34864253 0.85042428 0.52386949] [ 0.60429527 0.53369464 0.38537914 0.34759912 0.37290651] [ 0.68759015 0.4077621 0.43308941 0.6976624 0.27740928] [ 0.82898859 0.45113091 0.59620192 0.20645505 0.42708952] [ 0.45716295 0.62686889 0.31345609 0.46997819 0.33620558] [ 0.19939076 0.54768214 0.41625399 0.84602955 0.46733171] [ 0.73251499 0.35586985 0.49869977 0.16417605 0.42845126] [ 0.17166564 0.58516034 0.34598534 0.8657332 0.4482801 ] [ 0.50449666 0.49013747 0.41288557 0.63227931 0.45150482] [ 0.82631456 0.42780463 0.56948097 0.17828806 0.44399985] [ 0.58257257 0.41781743 0.29635942 0.61565894 0.37207705] [ 0.72588162 0.42116466 0.51814548 0.22278045 0.33408234] [ 0.38368976 0.59469724 0.44868567 0.59913006 0.47308879] [ 0.64550036 0.4690684 0.5590396 0.74533924 0.38159315] [ 0.32357111 0.62413373 0.36745747 0.80788671 0.44065112] [ 0.20064448 0.60099674 0.398757 0.74740005 0.50035134] [ 0.83607577 0.33904421 0.55563652 0.20767511 0.39894613] [ 0.26906459 0.61169499 0.45257068 0.70351963 0.4721681 ] [ 0.56421174 0.46768973 0.42359278 0.70843005 0.31448312] [ 0.79451271 0.50376788 0.57820391 0.17816959 0.40950869] [ 0.68676673 0.46680491 0.48961766 0.27044238 0.46853126] [ 0.52353463 0.47052713 0.57977218 0.60845153 0.47943931] [ 0.12623513 0.65673034 0.37570381 0.92399575 0.48417099] [ 0.39817103 0.66518665 0.40722743 0.67072621 0.34701434] [ 0.62409044 0.41913413 0.44741649 0.37101944 0.54390897] [ 0.80423327 0.35421833 0.52483916 0.30909901 0.32749726] [ 0.08453859 0.72254748 0.38477689 0.88013611 0.50563975] [ 0.1334838 0.6204593 0.52622008 0.87395084 0.47527901] [ 0.46528954 0.59257589 0.55163639 0.58754041 0.47111995] [ 0.45993308 0.40128436 0.43829765 0.44898397 0.58527558] [ 0.44001038 0.51994614 0.42947391 0.74703985 0.31447697] [ 0.78968035 0.46356639 0.40596685 0.28192093 0.35554912] [ 0.34516313 0.70146291 0.44656782 0.73872717 0.61414605] [ 0.40031409 0.5792733 0.46629947 0.70908213 0.61206252] [ 0.61828656 0.46159288 0.5380711 0.3814597 0.49252978] [ 0.59002305 0.53078054 0.50409405 0.46370178 0.48538742] [ 0.6493208 0.40529497 0.56569854 0.32958707 0.45278169] [ 0.34043988 0.4674376 0.45948651 0.50433632 0.70998509] [ 0.19027275 0.51015031 0.56094875 0.7642073 0.55347308] [ 0.26224004 0.5885156 0.55478742 0.85192474 0.62483962] [ 0.46952808 0.49465082 0.37723039 0.65739886 0.42130302] [ 0.32284399 0.57820955 0.4546148 0.59595372 0.42628934] [ 0.50767823 0.46308408 0.60215257 0.69462558 0.50626101] [ 0.77089651 0.45159221 0.44640693 0.3088502 0.47025605] [ 0.80579444 0.40006619 0.54386467 0.22110236 0.29703088] [ 0.45151148 0.66953906 0.26558173 0.81124985 0.41075998] [ 0.2488046 0.53580451 0.2936371 0.92665531 0.42227751] [ 0.58948176 0.37688895 0.50904301 0.65631993 0.3435799 ] [ 0.62669734 0.46212321 0.50419353 0.3929643 0.45207659] [ 0.83204809 0.40055765 0.53455665 0.37574204 0.38886612] [ 0.50554829 0.40919282 0.53248128 0.64963804 0.40578275] [ 0.81404814 0.51290908 0.44828582 0.33442453 0.31779809] [ 0.76585174 0.48037298 0.51168481 0.36873529 0.37230637] [ 0.4094411 0.51002918 0.29359292 0.69614486 0.41914101] [ 0.82364658 0.34385377 0.58705108 0.25335635 0.31345753] [ 0.66983117 0.458533 0.50975193 0.39648102 0.41650013] [ 0.7511829 0.37514796 0.68733351 0.25952815 0.36389238] [ 0.500145 0.51673922 0.46261908 0.56781972 0.40552171] [ 0.16872435 0.60850415 0.51105089 0.80828868 0.66760049] [ 0.82365222 0.34560712 0.71544221 0.13951345 0.43421444] [ 0.82029805 0.3230353 0.45065647 0.26160263 0.42477002] [ 0.78968877 0.34424444 0.53588151 0.22685796 0.32471722] [ 0.74797897 0.4248323 0.52967713 0.22788778 0.47849988] [ 0.6165508 0.58678449 0.59269996 0.46298029 0.47762037] [ 0.16199134 0.56110423 0.48445776 0.86444198 0.46293927] [ 0.28166766 0.65970122 0.37808533 0.72992608 0.52537642] [ 0.52048809 0.56041349 0.4532279 0.60780939 0.38514369] [ 0.88928326 0.27148909 0.61277401 0.16338761 0.36790454] [ 0.71835136 0.43225377 0.49033098 0.28089795 0.32716927] [ 0.71881964 0.49623427 0.5543118 0.40348497 0.49704045] [ 0.54390002 0.59442658 0.50761425 0.54385317 0.45533893] [ 0.8316827 0.2560629 0.3875406 0.18406519 0.27526032] [ 0.09323199 0.53313483 0.36378012 0.89144999 0.53353858] [ 0.39357044 0.48350967 0.61152028 0.65654065 0.50511923] [ 0.7686588 0.40674871 0.56983581 0.3305405 0.36324064] [ 0.44690913 0.48755486 0.39900797 0.54521925 0.55378352] [ 0.35568182 0.69494479 0.37206315 0.76472416 0.55225311] [ 0.74499028 0.42304749 0.31769359 0.30351334 0.32877949] [ 0.66272297 0.56902526 0.42270325 0.41042365 0.37720174] [ 0.17147616 0.61368037 0.41658121 0.88130409 0.55908513] [ 0.24492328 0.59604489 0.39865879 0.81678491 0.35087014] [ 0.67682 0.48878486 0.569613 0.48985449 0.44176005] [ 0.33623706 0.72813661 0.39879897 0.72777902 0.53761971] [ 0.42081656 0.42221146 0.58819207 0.73349661 0.37362795] [ 0.52861102 0.44715509 0.46729514 0.5362394 0.43164567] [ 0.83244514 0.49241138 0.65164824 0.12914052 0.45748072] [ 0.72815953 0.31572295 0.54950772 0.28672788 0.4318565 ] [ 0.70120158 0.55200297 0.57990277 0.3970647 0.31051343] [ 0.34456245 0.48781425 0.47128499 0.68955702 0.37493812] [ 0.49419629 0.49653035 0.57552224 0.57250796 0.46229791] [ 0.56910186 0.56401074 0.48973515 0.56903967 0.45021093] [ 0.7511829 0.37514796 0.68733351 0.25952815 0.36389238] [ 0.23226138 0.56835272 0.47689084 0.8650048 0.61394742] [ 0.47019515 0.40028723 0.50624203 0.37964953 0.72261394] [ 0.76501163 0.45006734 0.51934328 0.45450574 0.39191178] Progress: 32.9% ... Training loss: 0.571 ... Validation loss: 0.978[ 0.46328212 0.56879494 0.45332106 0.59610933 0.42090877] [ 0.242141 0.62649863 0.49319873 0.82290949 0.44158575] [ 0.77031027 0.52441879 0.36847261 0.27573599 0.29705856] [ 0.40394913 0.55799546 0.33738945 0.71209727 0.45005672] [ 0.79217232 0.3271719 0.60753693 0.10056158 0.36583084] [ 0.31073353 0.50559655 0.47467242 0.78519943 0.57732288] [ 0.29240702 0.58348468 0.60010516 0.87631162 0.58626932] [ 0.50105294 0.6274593 0.58763379 0.38907872 0.56973158] [ 0.25935161 0.49222385 0.35219396 0.76566491 0.6254223 ] [ 0.75464344 0.43589335 0.57398686 0.37849077 0.37636048] [ 0.74359728 0.52470951 0.60429222 0.39399674 0.45982775] [ 0.14044592 0.55452462 0.56935459 0.90948063 0.62811191] [ 0.78244032 0.39104711 0.66199381 0.15631946 0.48727876] [ 0.60813894 0.5545677 0.53344827 0.20684569 0.41292653] [ 0.75504008 0.44183032 0.41311812 0.3192511 0.3495191 ] [ 0.30739898 0.52722319 0.53999823 0.58797202 0.49487938] [ 0.73265154 0.32476257 0.50068902 0.28534116 0.34208223] [ 0.5527975 0.49127693 0.39311238 0.57709998 0.35459324] [ 0.39651422 0.67685259 0.45259032 0.72887264 0.51922583] [ 0.34789324 0.41731463 0.49447351 0.71896769 0.43456597] [ 0.60130811 0.55329505 0.34812633 0.4063535 0.34858191] [ 0.37757824 0.58302891 0.53922285 0.60841171 0.51930323] [ 0.75415221 0.42102633 0.62617838 0.20631264 0.41382296] [ 0.57918828 0.48038458 0.51328706 0.30664986 0.53686023] [ 0.3906815 0.52739532 0.50902132 0.59408432 0.54747132] [ 0.87402129 0.43482342 0.54839622 0.19575461 0.36735217] [ 0.6600983 0.54776426 0.4131953 0.35788072 0.34689213] [ 0.59023564 0.62853048 0.38484632 0.57907448 0.48178088] [ 0.53393221 0.51060819 0.42307987 0.35677785 0.45758896] [ 0.48897889 0.51934889 0.48792232 0.68368975 0.41070102] [ 0.29402799 0.67556823 0.32104305 0.74435877 0.50279119] [ 0.24615513 0.56212351 0.48132497 0.77026415 0.42308422] [ 0.3218318 0.58968818 0.50306341 0.64260154 0.62981544] [ 0.68914364 0.50422514 0.56460045 0.30521699 0.47461438] [ 0.10133327 0.64999118 0.54629266 0.88089217 0.63547647] [ 0.61783338 0.64530808 0.58984972 0.44833122 0.50059342] [ 0.81684522 0.3318551 0.4467368 0.30506462 0.36518424] [ 0.71552395 0.57251415 0.48878166 0.47730812 0.43093059] [ 0.60471156 0.46893835 0.47935117 0.50694037 0.39948975] [ 0.56191977 0.5996553 0.43483473 0.55741168 0.40549097] [ 0.3766149 0.50007849 0.60072586 0.78359409 0.47296074] [ 0.21394747 0.55490785 0.44687275 0.84712884 0.49516307] [ 0.45990448 0.49091941 0.50997872 0.65210619 0.46117508] [ 0.34908654 0.63164265 0.28881184 0.92891101 0.37058783] [ 0.34420488 0.5415351 0.57803691 0.84056813 0.50525806] [ 0.27420023 0.61140435 0.48124416 0.65943249 0.55439665] [ 0.72091998 0.36357809 0.49655545 0.21982768 0.34841759] [ 0.39450434 0.52712099 0.45362815 0.5813093 0.47450157] [ 0.77710848 0.36277187 0.52489985 0.27837029 0.40236695] [ 0.57400634 0.54432967 0.51427098 0.68876452 0.47506665] [ 0.15530443 0.59402965 0.46150403 0.79534315 0.4807293 ] [ 0.41728917 0.57071098 0.56859276 0.64730732 0.44826749] [ 0.59015321 0.45464594 0.47949002 0.51408591 0.39199426] [ 0.14274261 0.73441774 0.35652945 0.94235048 0.55523654] [ 0.14321176 0.62699317 0.52716212 0.77569158 0.52838342] [ 0.18618019 0.49878839 0.51069269 0.77770033 0.53431141] [ 0.60923643 0.49484046 0.38071563 0.30575572 0.40290489] [ 0.28296229 0.65240533 0.28187681 0.70420183 0.51202353] [ 0.49859553 0.46476479 0.51779153 0.60816157 0.63516033] [ 0.61282119 0.45237075 0.51994692 0.5542697 0.43936873] [ 0.31822207 0.61556846 0.45349942 0.57290993 0.48118148] [ 0.57298793 0.50178347 0.46394437 0.58502699 0.45461812] [ 0.28962714 0.48903957 0.45707566 0.85920816 0.51166141] [ 0.59664363 0.38203019 0.62747586 0.47584536 0.41831121] [ 0.36560386 0.64806567 0.31387692 0.69690503 0.52252044] [ 0.35887878 0.55617605 0.40769433 0.81016125 0.33746936] [ 0.90361649 0.38230743 0.61245658 0.20949556 0.36735571] [ 0.56442963 0.40206986 0.38011084 0.5110982 0.4506531 ] [ 0.14775795 0.48727114 0.41208858 0.8855582 0.5151983 ] [ 0.54167036 0.39608984 0.67733249 0.3377962 0.53712501] [ 0.6199393 0.42758557 0.5992293 0.68648544 0.44642921] [ 0.26931062 0.48312559 0.52570814 0.69049419 0.53220468] [ 0.5036634 0.41988007 0.45195272 0.65002916 0.49367024] [ 0.40976228 0.60966429 0.42606251 0.61583122 0.46817814] [ 0.59928835 0.45910677 0.3905091 0.2987969 0.41548977] [ 0.74600176 0.62388832 0.53006265 0.46417268 0.38914457] [ 0.52959085 0.56639881 0.42245946 0.49557827 0.42729234] [ 0.55176229 0.42721669 0.45206262 0.74730122 0.39230765] [ 0.48846025 0.43362649 0.44837491 0.45767345 0.50506364] [ 0.35903659 0.44852338 0.42439608 0.77935036 0.41078158] [ 0.30036385 0.5590016 0.36218523 0.69749504 0.48716057] [ 0.43045654 0.62591318 0.33483294 0.77143182 0.61349304] [ 0.30739898 0.52722319 0.53999823 0.58797202 0.49487938] [ 0.88574012 0.38723725 0.53200564 0.22254684 0.35879991] [ 0.17212766 0.70873565 0.33383465 0.75637354 0.53094986] [ 0.68312124 0.35280462 0.63762647 0.41550633 0.44105304] [ 0.19164825 0.69704257 0.35164926 0.84293137 0.53949236] [ 0.12945726 0.62447127 0.45706255 0.84226674 0.5280766 ] [ 0.5545792 0.46476417 0.43409426 0.45277229 0.53436376] [ 0.61167373 0.4253168 0.46473719 0.51403139 0.39512197] [ 0.65508432 0.60363925 0.51023216 0.59847464 0.49651281] [ 0.64939689 0.45475545 0.56573564 0.25499193 0.51834071] [ 0.5676749 0.49209384 0.50698582 0.5347437 0.47718482] [ 0.33437092 0.52799109 0.4622437 0.78607629 0.3891767 ] [ 0.74307548 0.296322 0.57266534 0.40273676 0.48723505] [ 0.52784039 0.49398163 0.42446038 0.33461853 0.39971368] [ 0.39597927 0.55464038 0.50975216 0.78591113 0.47388258] [ 0.76240313 0.63992299 0.39065647 0.38835988 0.40113291] [ 0.82293127 0.36178732 0.55679971 0.24973313 0.40921415] [ 0.84886042 0.30089345 0.47635326 0.179617 0.33073351] [ 0.29910562 0.46895301 0.3942636 0.67474509 0.60914943] [ 0.51755238 0.52782959 0.58989744 0.5756833 0.38674854] [ 0.32692086 0.62237613 0.40720346 0.49919398 0.41988354] [ 0.48134554 0.49191214 0.46936079 0.63679952 0.3815214 ] [ 0.65459876 0.59308354 0.51140573 0.56974929 0.41869487] [ 0.76478115 0.62882298 0.42885776 0.43148091 0.45066606] [ 0.64065744 0.46008961 0.42162253 0.29125365 0.33379277] [ 0.13430474 0.72516394 0.44532804 0.87150024 0.594354 ] [ 0.55979237 0.55973524 0.55468221 0.5249323 0.39363924] [ 0.52368549 0.35016834 0.4892188 0.47584406 0.62674745] [ 0.82677002 0.40094515 0.588584 0.21553934 0.41620564] [ 0.65095262 0.46185437 0.63669334 0.59006184 0.35974119] [ 0.66375048 0.36362963 0.54025156 0.20413035 0.53389 ] [ 0.55079729 0.433557 0.55104096 0.58698638 0.46672309] [ 0.61628944 0.56181733 0.57412779 0.47043093 0.52219518] [ 0.85403817 0.39795546 0.59868211 0.24459163 0.37494072] [ 0.36943455 0.68022386 0.32541246 0.57687713 0.42068181] [ 0.77244019 0.50356708 0.43539843 0.31593048 0.40266662] [ 0.44436338 0.33362273 0.5883342 0.45455369 0.64613795] [ 0.46981395 0.54153239 0.57704424 0.64386227 0.58260221] [ 0.27012422 0.61111564 0.45281314 0.70291721 0.47196817] [ 0.6067695 0.52590916 0.51216777 0.33382431 0.58138087] [ 0.54109372 0.44316554 0.43884937 0.51129435 0.47398051] [ 0.43585462 0.38575671 0.56723505 0.63436136 0.36202408] [ 0.67525024 0.4013094 0.54714425 0.44846787 0.47041372] [ 0.42148233 0.49173491 0.52084566 0.69987845 0.45659319] [ 0.37077174 0.45340421 0.49653225 0.66755493 0.4190677 ] [ 0.79532205 0.30875023 0.61358498 0.23934974 0.41923579] Progress: 32.9% ... Training loss: 0.571 ... Validation loss: 0.980[ 0.65961606 0.51346199 0.43202275 0.32972263 0.4336639 ] [ 0.59495345 0.68478714 0.29921024 0.59144499 0.40171799] [ 0.66179695 0.33677574 0.57036216 0.62540327 0.45830202] [ 0.74923845 0.43125952 0.54601967 0.49276439 0.43456126] [ 0.15866323 0.7415134 0.27001758 0.87946183 0.60745517] [ 0.78185876 0.44176959 0.56072486 0.25575539 0.39847751] [ 0.59261088 0.47854056 0.54810656 0.45183574 0.45754316] [ 0.73446218 0.50957537 0.35687336 0.32219006 0.33050049] [ 0.78653041 0.3910938 0.43287583 0.4311255 0.44347487] [ 0.58480039 0.59204782 0.48785193 0.46110596 0.5180306 ] [ 0.2114418 0.70380987 0.37683317 0.7255561 0.52249745] [ 0.44063834 0.71661212 0.35162692 0.64936376 0.48626603] [ 0.6348601 0.41745224 0.67410206 0.56810422 0.42070921] [ 0.32863002 0.61095119 0.35938184 0.72962612 0.42740273] [ 0.69572097 0.42185461 0.51590913 0.35957783 0.39405293] [ 0.68263814 0.40452688 0.41775474 0.21845977 0.35406586] [ 0.09896535 0.52873311 0.34212296 0.91613038 0.54248608] [ 0.64833189 0.52048796 0.38202336 0.25208739 0.38071677] [ 0.83962577 0.44737333 0.51416617 0.24272841 0.46111719] [ 0.63134473 0.47635498 0.5474424 0.54784244 0.41743413] [ 0.77333849 0.33326393 0.49922677 0.40620916 0.35156875] [ 0.69399502 0.43003073 0.61981603 0.33660184 0.43810941] [ 0.54012261 0.44278586 0.30732181 0.55209779 0.47914848] [ 0.44209185 0.4039893 0.59629545 0.65915743 0.51595335] [ 0.31096952 0.62606072 0.35636176 0.80072692 0.48599706] [ 0.23583069 0.5976563 0.51218656 0.84637995 0.55804614] [ 0.25877427 0.62075279 0.49826263 0.79558024 0.566664 ] [ 0.74300276 0.47609733 0.49674463 0.19012425 0.42582119] [ 0.71311805 0.58652038 0.51137683 0.45781375 0.44114935] [ 0.46136408 0.68011084 0.32690901 0.66104601 0.46389079] [ 0.42614955 0.61783887 0.41882949 0.53675388 0.46974078] [ 0.75349366 0.38153258 0.46811119 0.32937173 0.3189745 ] [ 0.42036648 0.61498416 0.48688995 0.56410809 0.49621373] [ 0.27258837 0.6329815 0.40712308 0.59913865 0.4342718 ] [ 0.75419334 0.35971293 0.57451533 0.23340587 0.34135595] [ 0.58407004 0.45492959 0.59150451 0.63786351 0.33592836] [ 0.57338301 0.5501404 0.61282564 0.44162791 0.47226276] [ 0.50116915 0.31473222 0.65898938 0.70363413 0.47317046] [ 0.40192563 0.56596686 0.56682571 0.71934663 0.50314752] [ 0.59415431 0.54572605 0.49345147 0.31503666 0.49488739] [ 0.86319121 0.35784765 0.56947559 0.20895506 0.41974369] [ 0.39978359 0.56549057 0.44534835 0.66804197 0.4549423 ] [ 0.30617616 0.61626415 0.50546606 0.81891925 0.44701121] [ 0.74871129 0.52996856 0.48594009 0.43354606 0.32829904] [ 0.52304925 0.44771179 0.55107815 0.73063114 0.48673355] [ 0.11651844 0.51035821 0.37915833 0.85033913 0.58511437] [ 0.60441874 0.56060011 0.35916677 0.56568893 0.41232239] [ 0.62001824 0.47711019 0.50489371 0.41308567 0.53192257] [ 0.49658909 0.45176741 0.55526736 0.41493016 0.64230434] [ 0.55942651 0.45019128 0.48289266 0.45051544 0.38870558] [ 0.69513559 0.43164519 0.42022941 0.31221051 0.36807173] [ 0.40553261 0.45949161 0.42616731 0.49739035 0.38420371] [ 0.64868619 0.36500524 0.48440137 0.46858494 0.43543761] [ 0.56553613 0.3570913 0.57283691 0.37792927 0.61491241] [ 0.59707047 0.41259143 0.58340657 0.38821768 0.37159903] [ 0.82839772 0.61804934 0.45599952 0.25381274 0.42464539] [ 0.74694382 0.21755567 0.46651246 0.27464948 0.36760561] [ 0.57059788 0.4089613 0.6029076 0.46156512 0.47281395] [ 0.60591592 0.37785714 0.52699493 0.58951175 0.47395502] [ 0.6902692 0.50908113 0.48979982 0.45043772 0.38803196] [ 0.42201103 0.51786875 0.46529697 0.59263589 0.48955143] [ 0.43377975 0.65241803 0.5099346 0.51060758 0.40666869] [ 0.60258829 0.55562616 0.4578092 0.47061073 0.37469651] [ 0.74319504 0.46440537 0.47141553 0.27855114 0.41113511] [ 0.66958338 0.31198921 0.63534847 0.61224821 0.42607187] [ 0.20966559 0.54055354 0.53056946 0.7077706 0.6564478 ] [ 0.42220512 0.55190049 0.52233022 0.73601097 0.53338603] [ 0.40341654 0.44330783 0.64074761 0.352729 0.54481302] [ 0.61252601 0.47252462 0.54288903 0.58600043 0.41788233] [ 0.26886829 0.49502624 0.53791107 0.83090658 0.5425334 ] [ 0.43371847 0.68406954 0.40979547 0.71833694 0.40791481] [ 0.53597767 0.51887978 0.43861424 0.77078314 0.41008179] [ 0.4147827 0.490911 0.54507357 0.73958326 0.44001534] [ 0.53663826 0.49917959 0.51146341 0.67812461 0.40357437] [ 0.70829989 0.35946466 0.47753666 0.72885427 0.40342693] [ 0.57634602 0.40805994 0.52543386 0.47432905 0.47914968] [ 0.41873931 0.49518856 0.66817678 0.76009212 0.48729838] [ 0.85151239 0.34595354 0.59899174 0.24348908 0.40013208] [ 0.59857584 0.5670436 0.47217599 0.66981619 0.40757176] [ 0.48404928 0.62871476 0.38045608 0.67629802 0.30233852] [ 0.38208174 0.54144116 0.37792979 0.77861345 0.52790915] [ 0.85386292 0.36062993 0.60592322 0.22525344 0.43748801] [ 0.65512453 0.45349368 0.59085134 0.3227058 0.40600626] [ 0.68470086 0.46774477 0.52989784 0.48236327 0.52148165] [ 0.18924351 0.57775054 0.51201995 0.80413728 0.39773164] [ 0.59770327 0.56658545 0.50579819 0.67734696 0.54115166] [ 0.71165242 0.45639744 0.50167153 0.36843599 0.41787126] [ 0.09461658 0.59284418 0.47359364 0.87355679 0.5276617 ] [ 0.23349932 0.44450895 0.5285221 0.67862351 0.48381789] [ 0.76603749 0.42525032 0.72015011 0.1879295 0.45857828] [ 0.71850619 0.44459165 0.43917408 0.27251369 0.41833372] [ 0.52246183 0.64338562 0.34077342 0.41943238 0.37808287] [ 0.36189044 0.62062246 0.51703733 0.72811956 0.61702057] [ 0.2475232 0.54872168 0.37897199 0.76896961 0.5236822 ] [ 0.50256042 0.57653801 0.49338488 0.52458704 0.58622745] [ 0.14737289 0.74847607 0.36980624 0.82619485 0.62000021] [ 0.20615351 0.74653492 0.32231889 0.87772434 0.40898395] [ 0.50570163 0.64402556 0.35106313 0.73781702 0.53742512] [ 0.55972319 0.5271347 0.48855516 0.36357495 0.43243504] [ 0.68644656 0.69925685 0.43790025 0.62057457 0.39576076] [ 0.507614 0.40806837 0.57998475 0.76026935 0.52937323] [ 0.45919669 0.55463763 0.64902865 0.65724013 0.52995664] [ 0.7822817 0.44803615 0.45092595 0.23052835 0.28476941] [ 0.89677738 0.37837579 0.53163284 0.15837664 0.34885895] [ 0.55198045 0.44359227 0.43826899 0.54848716 0.36656609] [ 0.164107 0.47167945 0.37129194 0.85401875 0.49819494] [ 0.39839665 0.60249354 0.34509812 0.64827574 0.42405676] [ 0.20788016 0.56065608 0.36097595 0.73381051 0.45114729] [ 0.44048796 0.46890091 0.41601594 0.75799308 0.44723066] [ 0.71145666 0.38781151 0.50464987 0.43203132 0.42215396] [ 0.12485913 0.58765588 0.36353717 0.91514415 0.49210781] [ 0.1759382 0.64332094 0.44440773 0.8903231 0.45170118] [ 0.4087384 0.4841312 0.51175288 0.42970779 0.44287074] [ 0.61515298 0.58333841 0.47243923 0.61444752 0.32872724] [ 0.43425614 0.64240727 0.34870014 0.77081462 0.52716508] [ 0.30390715 0.57962325 0.47352379 0.73602281 0.34833311] [ 0.90236618 0.30775495 0.68844366 0.11009457 0.3185688 ] [ 0.62348251 0.57867787 0.63559547 0.53192069 0.45765422] [ 0.80644737 0.38475201 0.5286264 0.20617864 0.32242403] [ 0.23533311 0.56077077 0.43365556 0.8515264 0.51752204] [ 0.22702538 0.49768576 0.52377794 0.89196533 0.57316088] [ 0.61068049 0.473752 0.47337426 0.37776164 0.37743864] [ 0.26534137 0.54421909 0.56748658 0.83544087 0.41785449] [ 0.77860115 0.49246542 0.56614585 0.23437922 0.45739596] [ 0.77664771 0.45602998 0.40416227 0.26421028 0.31308773] [ 0.84436562 0.38061999 0.54017361 0.19491201 0.43602047] [ 0.73082073 0.45536046 0.53705818 0.19718292 0.44470878] [ 0.35208919 0.56472402 0.5164582 0.58801925 0.47614567] Progress: 33.0% ... Training loss: 0.571 ... Validation loss: 0.980[ 0.81261374 0.50482741 0.5367089 0.2178719 0.46294861] [ 0.50909966 0.51254725 0.50256062 0.78906478 0.39338307] [ 0.86673606 0.34663888 0.57940204 0.22688885 0.3468497 ] [ 0.67811633 0.61839036 0.49466672 0.49984932 0.45119306] [ 0.74067496 0.33456926 0.42537673 0.35402634 0.40502773] [ 0.15218409 0.61003842 0.49780589 0.81790201 0.63710287] [ 0.61818874 0.46784189 0.46928404 0.64698304 0.40969129] [ 0.57906123 0.50075033 0.4896646 0.46323451 0.50771622] [ 0.19257908 0.61646992 0.34063719 0.84577291 0.5000157 ] [ 0.77580204 0.35389615 0.53023977 0.22679532 0.3374797 ] [ 0.21091128 0.47198831 0.5714448 0.70787894 0.53700479] [ 0.13953009 0.55598344 0.54951479 0.86083433 0.67353216] [ 0.73764176 0.55368941 0.62618143 0.41089904 0.42107819] [ 0.6010557 0.5114447 0.56715556 0.5132442 0.46610623] [ 0.44119349 0.59167752 0.39726319 0.72924058 0.50085596] [ 0.76806728 0.42196619 0.36412072 0.34300435 0.43178712] [ 0.37975137 0.55614752 0.4472938 0.69548418 0.38713191] [ 0.72376026 0.57705973 0.52248046 0.49672902 0.4414203 ] [ 0.71574558 0.46980525 0.59825785 0.55827231 0.40707241] [ 0.72308878 0.58476706 0.50351108 0.40118528 0.45633471] [ 0.32926105 0.55617019 0.45861447 0.67129682 0.35811957] [ 0.37676633 0.41157431 0.52564856 0.74137112 0.34479686] [ 0.61142212 0.62484122 0.44380452 0.60630166 0.39726108] [ 0.65948741 0.55304014 0.59839259 0.51769693 0.42572137] [ 0.74391226 0.47948432 0.54982614 0.39650341 0.44844526] [ 0.84505873 0.46580241 0.4671926 0.40499218 0.38736247] [ 0.45944379 0.54642782 0.54055369 0.4798368 0.57807376] [ 0.57022251 0.49085708 0.47647165 0.50525502 0.35535015] [ 0.39296798 0.65269896 0.51753018 0.65902872 0.47103233] [ 0.85498043 0.40635785 0.54589839 0.27565507 0.42659946] [ 0.58590802 0.43610143 0.51842122 0.45822564 0.42027007] [ 0.51979359 0.49667515 0.6308807 0.70639029 0.40011402] [ 0.40947369 0.62119208 0.42457507 0.57741737 0.69050072] [ 0.55907168 0.49125492 0.511298 0.67369387 0.46573426] [ 0.50129825 0.44976162 0.55944257 0.50100854 0.38884839] [ 0.33516825 0.53120242 0.59450118 0.76664979 0.5743364 ] [ 0.69508225 0.43171873 0.42020242 0.31222926 0.36809733] [ 0.81084486 0.36218055 0.43656822 0.42448785 0.40989043] [ 0.34629951 0.53889936 0.42325165 0.66431725 0.57919961] [ 0.83171076 0.34546658 0.47453716 0.24728068 0.44080047] [ 0.58568743 0.4292149 0.58023058 0.62149098 0.46814598] [ 0.30781236 0.5272414 0.53997016 0.58767939 0.49490587] [ 0.2635202 0.55927848 0.43787408 0.7776738 0.44858302] [ 0.74798913 0.4088383 0.60898569 0.23548917 0.36790406] [ 0.17244681 0.5763435 0.44851462 0.78271867 0.49245873] [ 0.4911497 0.50235488 0.52689529 0.64236446 0.39975588] [ 0.39084106 0.48576821 0.51486104 0.54203232 0.51821664] [ 0.30117008 0.68587564 0.46248691 0.74231202 0.47874748] [ 0.61446255 0.29393236 0.34807378 0.32096741 0.40298422] [ 0.53029924 0.52825182 0.48932567 0.64734007 0.51895081] [ 0.15228645 0.61444402 0.45916749 0.8045193 0.61106751] [ 0.21064938 0.60433716 0.4086613 0.76205197 0.435453 ] [ 0.28707057 0.64045307 0.52125257 0.62175938 0.54660414] [ 0.58579423 0.46974061 0.63022314 0.32390825 0.56474547] [ 0.82501076 0.49032846 0.45152572 0.43157403 0.31196946] [ 0.87292616 0.37579835 0.61065295 0.25853192 0.4030069 ] [ 0.499511 0.56456327 0.4015576 0.49887533 0.39369116] [ 0.12101946 0.609821 0.45280289 0.81663353 0.65577754] [ 0.72076121 0.49739746 0.47327514 0.44295484 0.36270571] [ 0.55410585 0.38305966 0.63651864 0.52321841 0.34060221] [ 0.59012717 0.44121545 0.57712789 0.30150524 0.46445157] [ 0.86080605 0.39936822 0.63210552 0.16151248 0.2914902 ] [ 0.22511556 0.53748921 0.45486168 0.75939574 0.44042381] [ 0.56385805 0.58397304 0.50928091 0.60303549 0.44526515] [ 0.1698784 0.53574477 0.38194735 0.85922205 0.48707945] [ 0.75940789 0.48118685 0.49467813 0.25820576 0.38915071] [ 0.63716857 0.46744414 0.61169861 0.58785057 0.45240706] [ 0.77258417 0.35412413 0.49320675 0.25910693 0.38493422] [ 0.70891096 0.42815915 0.5292514 0.25125113 0.45218375] [ 0.42445054 0.6578082 0.39809462 0.77969315 0.45918001] [ 0.57921783 0.56355912 0.41770181 0.60496911 0.33243948] [ 0.69924184 0.51962327 0.46850554 0.36779676 0.52084029] [ 0.54507179 0.48841493 0.56944182 0.75790815 0.43879688] [ 0.53789095 0.56242995 0.50741328 0.55414217 0.38507977] [ 0.24096056 0.62964871 0.50793021 0.8198754 0.46833903] [ 0.42324018 0.39358161 0.5495455 0.57302444 0.44487272] [ 0.33725797 0.60257157 0.47625354 0.61277065 0.40970343] [ 0.63199494 0.39127734 0.51027199 0.44152126 0.44199317] [ 0.28208562 0.52286182 0.48298624 0.79398819 0.47435894] [ 0.58677373 0.40875778 0.49125792 0.29797817 0.52348734] [ 0.90923307 0.31386222 0.61851572 0.26493847 0.31426578] [ 0.64034246 0.29058183 0.45124286 0.39774392 0.4276527 ] [ 0.89593379 0.38020851 0.66663769 0.15682756 0.31075481] [ 0.30207539 0.59298487 0.4172483 0.71546728 0.50846031] [ 0.24976639 0.65442442 0.41706938 0.77905216 0.45298837] [ 0.33914678 0.62229207 0.34311675 0.59907059 0.43373664] [ 0.62637187 0.32814086 0.56485183 0.23280608 0.39296657] [ 0.49388472 0.42892271 0.40115768 0.56154167 0.58125958] [ 0.26497238 0.69457416 0.41626433 0.82815558 0.45928692] [ 0.52765077 0.4966433 0.51004478 0.75914322 0.45443982] [ 0.49672508 0.68911333 0.48208786 0.7269904 0.53407703] [ 0.79058868 0.33006394 0.57114406 0.13253547 0.35452062] [ 0.46654269 0.43709901 0.42746517 0.64582797 0.56915069] [ 0.5625673 0.45348223 0.44061287 0.71132141 0.31077119] [ 0.75562992 0.57160119 0.41680119 0.31071123 0.37254424] [ 0.38951322 0.59553844 0.59860417 0.55968418 0.51611194] [ 0.1821642 0.5020163 0.44643126 0.89281277 0.65706768] [ 0.45059918 0.57715748 0.34606265 0.64494209 0.2712601 ] [ 0.39770942 0.52825369 0.3964147 0.34618629 0.48647641] [ 0.63144886 0.49336455 0.44248486 0.44323806 0.39972398] [ 0.77298577 0.42257004 0.53061135 0.21841449 0.3768338 ] [ 0.52207295 0.31622599 0.517338 0.65934919 0.44531835] [ 0.74550037 0.36503373 0.62224491 0.28394387 0.5118411 ] [ 0.45584186 0.47690223 0.4990205 0.46947952 0.41942967] [ 0.56211599 0.4918621 0.40007183 0.47545655 0.38717551] [ 0.36997856 0.47196194 0.51359218 0.74563701 0.35260576] [ 0.38634899 0.55679669 0.52873792 0.75012403 0.53335646] [ 0.42321964 0.55446788 0.40608515 0.6109292 0.50416246] [ 0.68187783 0.44685935 0.51438856 0.2960328 0.32480215] [ 0.3513449 0.47822795 0.61219916 0.69223224 0.50973954] [ 0.19583663 0.47452865 0.35902021 0.90961926 0.48294593] [ 0.65199677 0.39267554 0.64740518 0.31783449 0.49030792] [ 0.56479192 0.36908217 0.64242309 0.52634407 0.44343936] [ 0.80381763 0.41589847 0.4308202 0.22732587 0.24344963] [ 0.33373067 0.63113091 0.47599365 0.77699384 0.60411269] [ 0.90004723 0.37199948 0.41825007 0.26906127 0.37797951] [ 0.17069873 0.63333609 0.42379577 0.68306374 0.5566789 ] [ 0.35893038 0.55973339 0.49388831 0.81467827 0.45495006] [ 0.66767674 0.36549179 0.68472342 0.48239981 0.46139177] [ 0.62041066 0.54968018 0.50638907 0.51934031 0.36587513] [ 0.41525499 0.59565781 0.3790181 0.78966891 0.58392755] [ 0.68281416 0.32789677 0.5348191 0.4090456 0.42778384] [ 0.40664672 0.70548646 0.39838074 0.66792392 0.54216213] [ 0.71341162 0.47520359 0.41525742 0.26972969 0.38267223] [ 0.64410478 0.43921225 0.59752161 0.57836536 0.3335575 ] [ 0.22722876 0.49448454 0.31935076 0.84647869 0.56271671] [ 0.45944379 0.54642782 0.54055369 0.4798368 0.57807376] [ 0.77560167 0.50304964 0.49354563 0.40294521 0.52896336] Progress: 33.0% ... Training loss: 0.571 ... Validation loss: 0.980[ 0.35638769 0.62890582 0.58187351 0.83763211 0.60347724] [ 0.63522112 0.38138088 0.55549324 0.34452744 0.44655351] [ 0.60557821 0.50658414 0.57543273 0.76595623 0.43716105] [ 0.6213056 0.36247546 0.57226829 0.61590297 0.42312316] [ 0.46458848 0.52851977 0.57279257 0.79635193 0.42717139] [ 0.3034735 0.50350638 0.49513527 0.53498087 0.60578603] [ 0.29621952 0.75365869 0.26111718 0.78555323 0.53556981] [ 0.70230547 0.62338663 0.36500218 0.53766286 0.33920155] [ 0.50775133 0.64329066 0.35137527 0.73692679 0.53713909] [ 0.69059057 0.54689672 0.41445676 0.41188752 0.36459947] [ 0.82498063 0.49033654 0.45152502 0.43147363 0.31197572] [ 0.52974025 0.38219646 0.4537095 0.67975774 0.49783979] [ 0.60367135 0.40736064 0.42955774 0.44075456 0.40988605] [ 0.67119876 0.4293001 0.49023597 0.43470828 0.46964577] [ 0.15975678 0.6553793 0.52838502 0.92927774 0.63470645] [ 0.51879154 0.49545682 0.56914166 0.54804729 0.42570964] [ 0.86080816 0.46680936 0.42029203 0.4115139 0.36355078] [ 0.57291322 0.5504845 0.6126856 0.44190666 0.47239004] [ 0.18472437 0.64650618 0.52076126 0.89540685 0.5508421 ] [ 0.74963837 0.27251659 0.56103715 0.22597173 0.48473046] [ 0.17311131 0.57080039 0.44738038 0.77181715 0.46809759] [ 0.33513093 0.58455156 0.3383933 0.73046918 0.3915951 ] [ 0.5048893 0.58075425 0.49958478 0.48400029 0.57880803] [ 0.71817846 0.34839014 0.61443988 0.37213446 0.40897421] [ 0.74032863 0.29761399 0.55338733 0.29788237 0.47446349] [ 0.41298761 0.70858718 0.40818947 0.68056113 0.45339033] [ 0.73054374 0.5816335 0.35588648 0.70737762 0.44183786] [ 0.80114772 0.45191526 0.53057636 0.27426794 0.39403079] [ 0.5343948 0.43006023 0.45369712 0.36398546 0.5702074 ] [ 0.25345874 0.64165238 0.4480312 0.76117349 0.54902301] [ 0.46673204 0.54516242 0.36968849 0.68832546 0.37641341] [ 0.4940396 0.65642121 0.59465716 0.60679659 0.44719482] [ 0.6301578 0.52031444 0.47186836 0.57305631 0.4023716 ] [ 0.63280738 0.59016149 0.42391484 0.5868509 0.41955444] [ 0.1965718 0.61121325 0.41761186 0.69702582 0.54379732] [ 0.10885405 0.50115043 0.41401254 0.92043553 0.64897288] [ 0.61524269 0.43900476 0.56240985 0.45353163 0.54881164] [ 0.16436183 0.71548688 0.39507443 0.82261164 0.49870234] [ 0.64281332 0.4767819 0.56391807 0.4157102 0.49853903] [ 0.80883386 0.30812439 0.63101564 0.2845597 0.36628888] [ 0.5374377 0.36563987 0.53457182 0.69167848 0.52516662] [ 0.31002165 0.62637572 0.49916566 0.79582534 0.57148161] [ 0.88690633 0.43203077 0.54430854 0.17538248 0.36099467] [ 0.66427623 0.47338021 0.52437468 0.46345239 0.40146057] [ 0.50409736 0.49390209 0.62437045 0.59626787 0.5409019 ] [ 0.26670636 0.59553826 0.4225647 0.81810857 0.53726498] [ 0.21089423 0.70120015 0.39650565 0.80746332 0.45430951] [ 0.44375029 0.59362291 0.49269685 0.75149383 0.36130371] [ 0.44063498 0.50434515 0.5105928 0.75664593 0.4354385 ] [ 0.46034175 0.5021931 0.50526616 0.40574704 0.66388442] [ 0.35064894 0.62984282 0.24248894 0.82199671 0.50059036] [ 0.54019518 0.44971975 0.51537451 0.61731475 0.34244805] [ 0.53114412 0.48286475 0.52660592 0.4044601 0.55766481] [ 0.45085922 0.52102947 0.5692171 0.5012618 0.55666892] [ 0.69432843 0.48368081 0.43476411 0.33314127 0.41467158] [ 0.87386483 0.42826525 0.59587868 0.235484 0.34002603] [ 0.38166766 0.52476938 0.55709892 0.43174775 0.54640984] [ 0.54289995 0.48482876 0.55199153 0.68589636 0.34966916] [ 0.82341351 0.40049286 0.47086987 0.30779047 0.37185051] [ 0.52468568 0.50314035 0.56788484 0.53846648 0.36712866] [ 0.54630343 0.57132938 0.62065419 0.45003345 0.48104234] [ 0.34807008 0.5405241 0.31857918 0.88878059 0.45464222] [ 0.73325487 0.37204033 0.67272775 0.51544064 0.35201451] [ 0.46601366 0.60251797 0.42947177 0.52893274 0.38083433] [ 0.83375869 0.35014992 0.67043258 0.1628868 0.36787194] [ 0.66672412 0.2826496 0.42423165 0.39637013 0.41463986] [ 0.65068068 0.54572161 0.44062631 0.30921222 0.44214359] [ 0.60971373 0.38332299 0.56690205 0.65913125 0.43780338] [ 0.7352483 0.33103529 0.5864224 0.37998789 0.33686969] [ 0.60917283 0.49282323 0.33000519 0.56013339 0.47743262] [ 0.49645035 0.41910574 0.46100194 0.59688068 0.53320489] [ 0.77384745 0.37717597 0.53901001 0.23353261 0.40155167] [ 0.1866327 0.60873206 0.44742486 0.84340776 0.41526071] [ 0.31751982 0.57720454 0.49081843 0.69537714 0.511867 ] [ 0.1835414 0.71895789 0.48301734 0.87322536 0.67928898] [ 0.56410689 0.46721933 0.57099747 0.45391214 0.50795663] [ 0.67640889 0.43704337 0.44736264 0.3931403 0.37402569] [ 0.21135057 0.71669595 0.40419521 0.76099672 0.54386268] [ 0.49537096 0.50808301 0.42542 0.68426516 0.28577717] [ 0.17708774 0.66676507 0.3605476 0.78978837 0.46540025] [ 0.17454044 0.56020634 0.49461252 0.90291421 0.62633445] [ 0.17799012 0.51759045 0.5361066 0.80154761 0.5762469 ] [ 0.32808798 0.49446458 0.48146945 0.7889132 0.49825429] [ 0.32688512 0.68053407 0.41755307 0.67869936 0.52541742] [ 0.17970951 0.5317495 0.42841036 0.88295886 0.55099775] [ 0.64945949 0.46156634 0.54349334 0.46982787 0.44994192] [ 0.28291957 0.58017818 0.46333936 0.8429697 0.46016449] [ 0.80263339 0.38886944 0.55379238 0.23550477 0.44621 ] [ 0.61189127 0.48591738 0.49617644 0.47756355 0.38742304] [ 0.1700809 0.69175606 0.43817267 0.78998069 0.52361566] [ 0.8214398 0.48905411 0.49504349 0.34181077 0.43754677] [ 0.36289884 0.69773206 0.42194438 0.76147909 0.36378034] [ 0.16511555 0.66248172 0.35634143 0.84837873 0.53874434] [ 0.69432843 0.48368081 0.43476411 0.33314127 0.41467158] [ 0.62451842 0.35217566 0.61663428 0.21601301 0.46241966] [ 0.14677881 0.58133252 0.53579211 0.8910938 0.63827681] [ 0.82498063 0.49033654 0.45152502 0.43147363 0.31197572] [ 0.60823388 0.4594082 0.4188091 0.45397278 0.31942023] [ 0.5752753 0.40757303 0.57026391 0.27042197 0.5908917 ] [ 0.50164044 0.59678362 0.44625718 0.52550863 0.3509251 ] [ 0.51544706 0.61472758 0.42829407 0.51341559 0.48315953] [ 0.34558892 0.63652718 0.35381661 0.77003696 0.4637548 ] [ 0.40130481 0.53541179 0.47142053 0.53309107 0.6162669 ] [ 0.22520389 0.55828141 0.51970693 0.70888436 0.577549 ] [ 0.85014821 0.47360792 0.61152625 0.21932505 0.39330766] [ 0.69561819 0.58794004 0.50933669 0.42423979 0.49175383] [ 0.81222556 0.38295327 0.47256768 0.37602232 0.42254131] [ 0.57588677 0.47392077 0.43246638 0.28515048 0.45854121] [ 0.3631306 0.4640618 0.52929956 0.55555556 0.52330698] [ 0.1411888 0.57911333 0.46658258 0.8122361 0.46598795] [ 0.7543164 0.39480795 0.55749778 0.47581713 0.33340625] [ 0.12939906 0.56117449 0.46929666 0.84071653 0.65454784] [ 0.35941467 0.59008136 0.46194298 0.85189388 0.47504622] [ 0.14890357 0.71073745 0.44168657 0.78772518 0.44044148] [ 0.35075475 0.64122502 0.44889162 0.73253897 0.48925231] [ 0.79458908 0.48672703 0.56631208 0.41646244 0.3928933 ] [ 0.57116018 0.44705882 0.42276355 0.72061693 0.40254119] [ 0.28911424 0.5589426 0.51672676 0.84521424 0.65179077] [ 0.33388557 0.65300547 0.5268846 0.53527844 0.38920897] [ 0.74273407 0.3221053 0.61800308 0.16884867 0.49844518] [ 0.80905042 0.43412203 0.36866142 0.21265348 0.2888318 ] [ 0.75530587 0.50641409 0.41421681 0.37593377 0.40260638] [ 0.82535982 0.44454418 0.49618134 0.20670497 0.4128288 ] [ 0.67004245 0.35628187 0.65588023 0.56330016 0.36197283] [ 0.87181277 0.31170542 0.50766477 0.25349959 0.37665892] [ 0.27267385 0.65640791 0.44399357 0.70561767 0.45110715] [ 0.1137718 0.59678782 0.48895546 0.89736732 0.48610915] [ 0.71240731 0.33261034 0.49890151 0.3124565 0.43034239] Progress: 33.0% ... Training loss: 0.571 ... Validation loss: 0.980[ 0.72349823 0.52689634 0.25435739 0.39058129 0.30307668] [ 0.4853528 0.3723205 0.4401756 0.5543074 0.48015217] [ 0.73099086 0.39971289 0.64119022 0.27904366 0.51537086] [ 0.48577181 0.32896628 0.44677278 0.71695125 0.39616026] [ 0.6442247 0.42716087 0.55993181 0.67400222 0.42753609] [ 0.53089375 0.51411548 0.44076829 0.81084783 0.35732865] [ 0.41744633 0.42877388 0.61859065 0.51771784 0.42077189] [ 0.72978724 0.42926975 0.61961948 0.27227019 0.48159613] [ 0.62761149 0.6584186 0.34185356 0.43797721 0.46686758] [ 0.50452223 0.56703991 0.49111843 0.46893296 0.43200554] [ 0.16146808 0.67953151 0.40698947 0.79304409 0.53626958] [ 0.68085348 0.50471414 0.37534228 0.36489833 0.36502494] [ 0.74234957 0.50722378 0.46007157 0.33038795 0.4515849 ] [ 0.2031282 0.60005965 0.39908732 0.74602399 0.5000613 ] [ 0.5922879 0.42233292 0.59260012 0.36091645 0.35480263] [ 0.520101 0.50474796 0.48265018 0.62358861 0.44461755] [ 0.27225806 0.66551676 0.35539616 0.7431387 0.54576099] [ 0.3318077 0.53694575 0.38934148 0.5273313 0.45221879] [ 0.75078216 0.43163295 0.50599552 0.29931237 0.41048697] [ 0.60452465 0.41986864 0.62010419 0.29976896 0.54603832] [ 0.62974391 0.54711609 0.41388921 0.43735996 0.53601405] [ 0.3617949 0.67806568 0.45473944 0.57735715 0.47653598] [ 0.47149894 0.40030437 0.41962669 0.52768778 0.6029322 ] [ 0.40162579 0.55571753 0.52404941 0.83524468 0.55039472] [ 0.6099925 0.63329603 0.40928798 0.53965662 0.42033922] [ 0.15970579 0.72791013 0.41745167 0.79329619 0.52457631] [ 0.46012639 0.40750176 0.6993567 0.68850155 0.50663286] [ 0.63271555 0.47793095 0.41955357 0.49877805 0.28599977] [ 0.63426519 0.44366452 0.38859311 0.36249207 0.31081067] [ 0.80535162 0.45676922 0.61914409 0.40069175 0.36290901] [ 0.60291879 0.43620334 0.53091701 0.56887696 0.36985116] [ 0.59546662 0.58262692 0.55830682 0.36798837 0.5619947 ] [ 0.70996707 0.44670628 0.47794411 0.46827854 0.420578 ] [ 0.4506564 0.56961255 0.34699486 0.57663969 0.52861277] [ 0.20983518 0.53902196 0.40890655 0.87127652 0.54293954] [ 0.57222577 0.66375609 0.47398925 0.58490586 0.51008477] [ 0.7050795 0.36699926 0.62441261 0.43409911 0.46170423] [ 0.71524401 0.41764078 0.5332746 0.34196815 0.51676867] [ 0.42719016 0.52538563 0.60843961 0.64766572 0.3605486 ] [ 0.56993285 0.41554029 0.61782969 0.78084183 0.39986284] [ 0.67144951 0.41577869 0.58683159 0.51085433 0.39239921] [ 0.78227059 0.44954987 0.40541119 0.36829799 0.41393578] [ 0.22044227 0.57572384 0.3614954 0.8666739 0.55430845] [ 0.38303101 0.61383438 0.53967654 0.61749394 0.65718182] [ 0.55358663 0.54423788 0.35562579 0.75256163 0.51917295] [ 0.51770236 0.61747177 0.36177953 0.71776599 0.5315992 ] [ 0.31349787 0.54657255 0.50922777 0.70491091 0.46748342] [ 0.16552772 0.60532802 0.40705068 0.82981297 0.55646435] [ 0.65079157 0.46003161 0.43892863 0.3658703 0.45377931] [ 0.82902565 0.38286833 0.62230038 0.20920266 0.42639794] [ 0.64527461 0.43878487 0.59769085 0.5776278 0.33344332] [ 0.63195545 0.53615536 0.50505994 0.526465 0.42175274] [ 0.67532888 0.49979091 0.48775471 0.48899686 0.44820755] [ 0.65002035 0.46554039 0.54369546 0.54283105 0.4422374 ] [ 0.5031978 0.40393813 0.56341231 0.24657955 0.55785893] [ 0.7195757 0.60178801 0.53316834 0.58041191 0.38926918] [ 0.14340165 0.63653579 0.36733049 0.87311374 0.56947443] [ 0.68846788 0.43264595 0.42546235 0.28224124 0.32597882] [ 0.34659066 0.54929422 0.52611037 0.77172016 0.51865717] [ 0.4397276 0.51127974 0.55084197 0.40547287 0.58706676] [ 0.80041084 0.47129499 0.44721723 0.22904216 0.37896042] [ 0.47566282 0.47503839 0.53245265 0.54706164 0.65998827] [ 0.11778881 0.61823766 0.3870045 0.80491092 0.52858539] [ 0.64378048 0.41373655 0.40265016 0.57607992 0.40361389] [ 0.52629285 0.66277849 0.41812525 0.60984856 0.53352778] [ 0.75111111 0.3192634 0.51018728 0.36329467 0.48054826] [ 0.46989117 0.45909971 0.46439228 0.7137724 0.42606504] [ 0.26921781 0.61194649 0.46700339 0.62495534 0.36076798] [ 0.71139376 0.42031623 0.55651595 0.13308714 0.51991146] [ 0.80207408 0.3557242 0.54832433 0.21583277 0.32655657] [ 0.6092868 0.47166159 0.38466043 0.5014893 0.36880659] [ 0.4807115 0.4804065 0.36749659 0.50448111 0.40933346] [ 0.64296841 0.64420907 0.37921294 0.56719831 0.38194185] [ 0.71254816 0.40984487 0.61697261 0.32607387 0.50277328] [ 0.79082446 0.43433834 0.49855116 0.21312658 0.40720525] [ 0.18725721 0.49878176 0.510643 0.77722589 0.53434715] [ 0.43349276 0.42456962 0.40930173 0.46409787 0.40253212] [ 0.83454335 0.45657088 0.63215643 0.22170543 0.46730564] [ 0.27058449 0.60955245 0.52938451 0.83372601 0.48744636] [ 0.25139637 0.58015373 0.49913581 0.78036069 0.47264473] [ 0.54599592 0.486666 0.47800442 0.43685878 0.45235696] [ 0.4792583 0.61962566 0.53251324 0.59668273 0.37320577] [ 0.30470742 0.70103416 0.42817877 0.73149373 0.49708585] [ 0.386819 0.50131354 0.51881251 0.54083261 0.39040716] [ 0.18769925 0.67204678 0.38217639 0.82291366 0.36499415] [ 0.60329139 0.54004538 0.33982207 0.49976563 0.41523006] [ 0.23404635 0.67012846 0.52568376 0.63781239 0.66998132] [ 0.28996109 0.67075447 0.40559339 0.79328937 0.37253444] [ 0.873083 0.44302259 0.41272401 0.15298943 0.35829404] [ 0.59009567 0.66895344 0.32369046 0.57466966 0.32741585] [ 0.65970216 0.34474867 0.51524806 0.71588828 0.36911941] [ 0.2347684 0.52592346 0.30068685 0.84392444 0.51463061] [ 0.77917337 0.3321299 0.44500807 0.3825061 0.44563339] [ 0.59667318 0.45425084 0.47002483 0.3845628 0.35588843] [ 0.42259736 0.51426078 0.42890959 0.53071164 0.49965267] [ 0.24085148 0.66768266 0.40090679 0.55227643 0.65628511] [ 0.64944671 0.61829061 0.30394768 0.39424786 0.40492819] [ 0.4632431 0.64159682 0.37498882 0.63589209 0.32971881] [ 0.8316287 0.46388563 0.52046871 0.1963633 0.37741375] [ 0.63283415 0.49949225 0.40394867 0.40700398 0.33829384] [ 0.46514817 0.45810175 0.4339894 0.68141737 0.35523038] [ 0.52841919 0.54245884 0.49126176 0.74401624 0.39383227] [ 0.47384978 0.56363441 0.34560043 0.69510298 0.31748271] [ 0.74527361 0.42292743 0.31774368 0.30322084 0.32871549] [ 0.7376541 0.43051702 0.517263 0.43723812 0.39003506] [ 0.35346373 0.49369799 0.47703238 0.84981731 0.60197698] [ 0.22282487 0.52621017 0.43702009 0.74707184 0.49477851] [ 0.83979792 0.4019237 0.52971037 0.21107433 0.45027348] [ 0.64002135 0.52148982 0.45737161 0.64638562 0.43827542] [ 0.52988884 0.54132048 0.590657 0.47935764 0.33523819] [ 0.71499815 0.36801108 0.58737162 0.63773762 0.40738162] [ 0.52358986 0.5776078 0.3780322 0.53897353 0.43969377] [ 0.62685374 0.4651824 0.52343638 0.5568215 0.37880154] [ 0.22580279 0.6859739 0.36053197 0.85030823 0.5332257 ] [ 0.63145872 0.46125623 0.50747391 0.73816168 0.35445399] [ 0.88501882 0.4296416 0.54724481 0.2664656 0.37222571] [ 0.92474454 0.2810305 0.49976366 0.12482473 0.27205223] [ 0.70549045 0.46296787 0.5301295 0.42442528 0.43614804] [ 0.62974391 0.54711609 0.41388921 0.43735996 0.53601405] [ 0.83634006 0.39684271 0.59881496 0.19191119 0.41822821] [ 0.2125858 0.57474252 0.54349691 0.83961323 0.5823006 ] [ 0.78715127 0.31386183 0.55442659 0.29092062 0.39977786] [ 0.7649454 0.36733155 0.46013189 0.40027232 0.30084856] [ 0.50120718 0.5284103 0.58378531 0.74076242 0.41825306] [ 0.66170867 0.33695522 0.57028023 0.62543462 0.45839667] [ 0.20385893 0.73256752 0.39056853 0.78331362 0.54918321] [ 0.76841258 0.42179378 0.36418994 0.34276272 0.43170187] [ 0.20148221 0.48179513 0.42759432 0.85966172 0.54953035] Progress: 33.1% ... Training loss: 0.571 ... Validation loss: 0.982[ 0.68277947 0.41437392 0.37927941 0.33290406 0.41363285] [ 0.37464109 0.54087043 0.4907179 0.73043158 0.43467037] [ 0.23445767 0.65953571 0.32238039 0.80108332 0.57633715] [ 0.81097319 0.36948891 0.58471533 0.33970401 0.40658403] [ 0.5039775 0.69925754 0.23824435 0.68909875 0.44390123] [ 0.83811252 0.39029147 0.57328592 0.15243794 0.35082481] [ 0.43458963 0.50386342 0.4564264 0.52957638 0.34085726] [ 0.66095361 0.31475654 0.45413778 0.37558947 0.43080916] [ 0.6093092 0.52420406 0.43476123 0.60316998 0.45634008] [ 0.66415322 0.39831062 0.44794221 0.41943905 0.37125754] [ 0.45014808 0.67482635 0.42919629 0.57327673 0.42560147] [ 0.66713352 0.47946756 0.50286174 0.71996247 0.44168532] [ 0.53035059 0.57277248 0.3659393 0.53316675 0.38399277] [ 0.60207754 0.43429434 0.60958675 0.55580715 0.43452032] [ 0.90602109 0.51016377 0.46893781 0.26284295 0.33237418] [ 0.51816603 0.48089181 0.48947575 0.65527558 0.47045006] [ 0.38995198 0.67207187 0.51260596 0.71252859 0.55574699] [ 0.7615967 0.53438145 0.38928337 0.46979292 0.29669969] [ 0.16326969 0.50296473 0.35917097 0.89855016 0.58397377] [ 0.28809992 0.52199456 0.45134474 0.75470643 0.50341975] [ 0.17396449 0.47637962 0.39726546 0.86018456 0.56477504] [ 0.65103954 0.5657382 0.46305113 0.57015214 0.32007207] [ 0.91179421 0.36599187 0.40898179 0.26028291 0.32306429] [ 0.20770401 0.61597344 0.31550727 0.94059548 0.46151425] [ 0.69127696 0.50875307 0.48992666 0.44982426 0.38789897] [ 0.81729745 0.51224742 0.56136084 0.2761852 0.39655847] [ 0.41976872 0.57014753 0.56880763 0.64606582 0.44811667] [ 0.55307715 0.42715684 0.45206866 0.74664033 0.39233357] [ 0.79753709 0.42836576 0.36339569 0.20726614 0.32063675] [ 0.3582779 0.63358237 0.38430014 0.72232319 0.40074328] [ 0.64584544 0.48501747 0.50579903 0.22415483 0.47536463] [ 0.56687189 0.43961879 0.57731347 0.311532 0.61439903] [ 0.6761271 0.35265281 0.59663037 0.48852324 0.42852125] [ 0.85006311 0.34929331 0.56573144 0.16082052 0.39326413] [ 0.62483413 0.43135815 0.44545269 0.35542486 0.47617744] [ 0.63578327 0.53158122 0.44415176 0.65092785 0.34015263] [ 0.78971615 0.34680545 0.59548361 0.21688644 0.40021451] [ 0.55531863 0.59342197 0.54016286 0.5718799 0.36860413] [ 0.34926209 0.54032721 0.31863055 0.88855133 0.45459877] [ 0.62767919 0.60174558 0.44912289 0.44582905 0.55166772] [ 0.24963092 0.57798545 0.53652401 0.8726237 0.52308049] [ 0.46199938 0.57637048 0.49892869 0.66386784 0.5547751 ] [ 0.89992648 0.25234922 0.50499281 0.14062865 0.41371669] [ 0.56773388 0.47290708 0.48037789 0.40475672 0.43587676] [ 0.52672267 0.47072752 0.47044923 0.68537448 0.40016951] [ 0.64598557 0.50437313 0.4658625 0.51007674 0.360773 ] [ 0.35417281 0.53214144 0.52755435 0.84047624 0.54928775] [ 0.38993094 0.58502133 0.41093607 0.69946746 0.40815439] [ 0.45867996 0.52265884 0.38880721 0.50345027 0.52459949] [ 0.24541097 0.5783809 0.36441101 0.76584992 0.58236527] [ 0.72280232 0.50044614 0.53992107 0.38070751 0.41883788] [ 0.2575239 0.55104197 0.60440904 0.81564157 0.45393001] [ 0.65342036 0.4775589 0.55935653 0.41035683 0.61451672] [ 0.58149992 0.36573993 0.5706756 0.44435116 0.50835758] [ 0.67419424 0.58441154 0.25208564 0.49226306 0.28834157] [ 0.47004586 0.45419901 0.46261291 0.72658629 0.35038154] [ 0.67756911 0.42692327 0.3604524 0.22106419 0.3611292 ] [ 0.77943482 0.41079419 0.48555332 0.30050748 0.42974903] [ 0.1796054 0.43331482 0.4081395 0.82334147 0.45912675] [ 0.20943882 0.54820226 0.48688215 0.80607571 0.55777769] [ 0.40900994 0.58710319 0.45546304 0.77618738 0.30928972] [ 0.47173112 0.4000627 0.50631225 0.37881235 0.72254751] [ 0.588957 0.53116724 0.45600973 0.37591429 0.53973329] [ 0.80042844 0.5432479 0.5231697 0.46742046 0.44999346] [ 0.16304281 0.49985543 0.40833568 0.85270099 0.47122653] [ 0.60665741 0.57041746 0.46299451 0.63482656 0.46169295] [ 0.66190855 0.52411417 0.3472245 0.45070243 0.28007417] [ 0.5710467 0.45435403 0.4075614 0.51076326 0.4478553 ] [ 0.72360182 0.43031203 0.6187902 0.33231509 0.42974528] [ 0.49791001 0.68025052 0.28855495 0.64458064 0.25073933] [ 0.23113916 0.52315154 0.42064289 0.81129709 0.65631847] [ 0.73450525 0.28780078 0.63466323 0.23570653 0.40895994] [ 0.48430461 0.52587436 0.59765602 0.54697531 0.51445384] [ 0.57531785 0.41275841 0.53079035 0.63740508 0.40597744] [ 0.80914946 0.422733 0.43552006 0.36190992 0.264433 ] [ 0.13752525 0.48500023 0.40428487 0.89104678 0.58184159] [ 0.34492831 0.45089821 0.66910558 0.76114817 0.50616261] [ 0.3582779 0.63358237 0.38430014 0.72232319 0.40074328] [ 0.6798653 0.42159899 0.52283397 0.33319839 0.49274883] [ 0.36484657 0.57509746 0.39202825 0.3487837 0.52791318] [ 0.62295665 0.36262477 0.65570766 0.32348982 0.47737141] [ 0.79841654 0.35594755 0.60453898 0.21442211 0.40140171] [ 0.40448692 0.57617924 0.46703672 0.69650424 0.42723882] [ 0.71437787 0.32269018 0.56669977 0.33203743 0.50875614] [ 0.45482543 0.47911244 0.40616071 0.45148182 0.4413022 ] [ 0.75132127 0.45185742 0.5034142 0.30432447 0.38665344] [ 0.58243591 0.40368237 0.73144279 0.65098816 0.32549161] [ 0.10803943 0.59543059 0.38735879 0.89771733 0.48399747] [ 0.56895689 0.67276506 0.44467209 0.69021859 0.48749383] [ 0.52159764 0.48082209 0.4828153 0.43961502 0.39467256] [ 0.09536533 0.72837922 0.41901607 0.82565901 0.56101346] [ 0.608095 0.50170779 0.43653946 0.37605822 0.52946089] [ 0.76491301 0.35840314 0.48171174 0.35344995 0.51598557] [ 0.74126471 0.37702037 0.56074189 0.1805881 0.48058216] [ 0.18213849 0.46369662 0.40477801 0.87306057 0.52699305] [ 0.56209281 0.45094503 0.55173621 0.50878545 0.34425633] [ 0.26532026 0.57511137 0.36359694 0.7361863 0.42005583] [ 0.69127696 0.50875307 0.48992666 0.44982426 0.38789897] [ 0.82013062 0.41548346 0.40695495 0.47424608 0.30895144] [ 0.7523186 0.43278941 0.6303002 0.24292807 0.51812333] [ 0.54496298 0.39173019 0.45079069 0.63975934 0.54223417] [ 0.54496298 0.39173019 0.45079069 0.63975934 0.54223417] [ 0.68697361 0.38954801 0.5521675 0.34702217 0.41274991] [ 0.34702965 0.46573113 0.50935861 0.69553891 0.46095283] [ 0.6369829 0.36897058 0.62325314 0.38532329 0.37355684] [ 0.75723898 0.36026335 0.51549996 0.21646797 0.40458451] [ 0.33548901 0.63005831 0.40156546 0.73065365 0.42794197] [ 0.50112726 0.4519552 0.49971978 0.5309613 0.45176888] [ 0.88529812 0.39796087 0.47076879 0.27178594 0.35522024] [ 0.71101028 0.54499978 0.23669298 0.57711053 0.36610703] [ 0.20550477 0.73216894 0.2610509 0.88656315 0.56438377] [ 0.57977535 0.59417024 0.43490793 0.46755408 0.3231248 ] [ 0.76646417 0.42071634 0.59592088 0.26254188 0.48554916] [ 0.52924616 0.49459619 0.51997399 0.42779034 0.39641253] [ 0.77803034 0.44657958 0.50970805 0.32663556 0.50033256] [ 0.35095503 0.46521975 0.46604422 0.68950428 0.64347317] [ 0.78936014 0.52169769 0.43087016 0.36473286 0.39608508] [ 0.48976058 0.59811524 0.57020226 0.65174021 0.49747711] [ 0.54900673 0.52596728 0.33975578 0.44857815 0.34504261] [ 0.74277043 0.31503082 0.70217938 0.25222578 0.35465516] [ 0.36121486 0.55191297 0.46996241 0.70196844 0.60546142] [ 0.41733316 0.67432552 0.43235561 0.69846384 0.44885266] [ 0.77642342 0.49978103 0.52074325 0.39984092 0.34834416] [ 0.66119826 0.46836269 0.4866753 0.68952481 0.45908034] [ 0.8351083 0.41074455 0.47637433 0.33525703 0.31979594] [ 0.20601271 0.57278718 0.52699443 0.87353197 0.53753227] [ 0.49849046 0.43029914 0.5384326 0.63595926 0.36280879] [ 0.64428127 0.40546021 0.68952464 0.56120923 0.34621499] Progress: 33.1% ... Training loss: 0.571 ... Validation loss: 0.983[ 0.19355745 0.59331017 0.42201787 0.85783925 0.48061288] [ 0.66545071 0.50801201 0.54612385 0.45455099 0.43393081] [ 0.75184692 0.43079385 0.58619394 0.45034562 0.31578445] [ 0.42403138 0.55437858 0.40609892 0.61048981 0.50414354] [ 0.72891929 0.4315371 0.5609915 0.53385089 0.3949693 ] [ 0.18300498 0.78437188 0.28692795 0.81872873 0.5073479 ] [ 0.64570363 0.4017496 0.4479147 0.58899033 0.29858585] [ 0.47269255 0.39982217 0.50641888 0.37838988 0.72248229] [ 0.65969132 0.49984654 0.52489041 0.54218252 0.40994145] [ 0.26016964 0.53868582 0.42262749 0.65033218 0.44801852] [ 0.60171867 0.51377354 0.42303775 0.61873083 0.32378813] [ 0.5163297 0.72488028 0.45608774 0.65025617 0.5015607 ] [ 0.70342772 0.62311974 0.36508326 0.53680814 0.33914323] [ 0.62646075 0.45252975 0.5122179 0.67716206 0.27853619] [ 0.48682406 0.5660314 0.53473242 0.55891642 0.37622917] [ 0.76929667 0.29836441 0.67759029 0.246981 0.4004221 ] [ 0.46578315 0.5532157 0.32894283 0.72010982 0.51418392] [ 0.79065565 0.40939676 0.5879223 0.28760082 0.46425525] [ 0.54459135 0.494662 0.51939487 0.27595855 0.53676481] [ 0.44347233 0.50684472 0.42908026 0.63801029 0.60479037] [ 0.55583088 0.50978319 0.43507553 0.49839341 0.51947426] [ 0.77771593 0.3453669 0.45827682 0.15096466 0.40226321] [ 0.55441095 0.56121016 0.3889103 0.48836375 0.43173331] [ 0.30555395 0.61951818 0.46072105 0.71299223 0.52920267] [ 0.18938574 0.59983058 0.48501091 0.84604499 0.54487318] [ 0.47706485 0.43221012 0.41834683 0.57096273 0.4729577 ] [ 0.69706998 0.34398519 0.63026886 0.33136827 0.57356232] [ 0.38722445 0.52373275 0.41411731 0.57990362 0.51621579] [ 0.85755418 0.49339868 0.51282796 0.27956327 0.39889901] [ 0.67924661 0.44285458 0.56026677 0.34679457 0.45778195] [ 0.80206934 0.45358437 0.50515981 0.50636527 0.40065934] [ 0.90242973 0.30638993 0.53035353 0.13332149 0.38191103] [ 0.84649586 0.34546539 0.55379177 0.16357667 0.28528547] [ 0.81201566 0.50522686 0.53652524 0.21816526 0.46305737] [ 0.50958937 0.52049728 0.41832755 0.57842537 0.53931821] [ 0.31829181 0.69134505 0.49074246 0.72812761 0.4643471 ] [ 0.4606246 0.55864074 0.43338883 0.68334386 0.47148953] [ 0.63070533 0.58775534 0.50823426 0.40662908 0.52733822] [ 0.37270967 0.67346106 0.31819549 0.62155608 0.46414445] [ 0.76003025 0.65804442 0.53299624 0.46309982 0.35973101] [ 0.2239798 0.67777056 0.55724419 0.7990919 0.66517176] [ 0.33666918 0.49081799 0.38094182 0.72758498 0.36286218] [ 0.65186725 0.35311062 0.5274927 0.32710925 0.4573666 ] [ 0.8048797 0.4262415 0.53715086 0.36581444 0.35070212] [ 0.25784222 0.64915012 0.39909479 0.72852965 0.51023475] [ 0.37869916 0.70520014 0.41508765 0.6530394 0.47880661] [ 0.36128958 0.55579309 0.40781825 0.80929564 0.33739529] [ 0.58320714 0.47605633 0.51024693 0.61294043 0.48513494] [ 0.50047298 0.48235857 0.57899407 0.38092687 0.51308385] [ 0.75058393 0.36267338 0.65527929 0.37991395 0.46508327] [ 0.5996119 0.36789659 0.60872801 0.36365898 0.52108827] [ 0.65375249 0.54061982 0.46720684 0.62581958 0.55856123] [ 0.61412969 0.49133868 0.32634191 0.45650093 0.3915075 ] [ 0.29725978 0.49474846 0.47951681 0.82014521 0.56617562] [ 0.35973048 0.61094405 0.42839161 0.81231616 0.43371329] [ 0.42552848 0.45371298 0.55548232 0.51961858 0.59334198] [ 0.45288633 0.52097187 0.40128462 0.54830887 0.536059 ] [ 0.81606163 0.31938384 0.64381374 0.19150952 0.44003416] [ 0.7301879 0.41173189 0.51070986 0.29624654 0.55587678] [ 0.44107676 0.52426003 0.47850726 0.6857966 0.40201835] [ 0.74754072 0.522902 0.38220716 0.3599635 0.35002804] [ 0.51367995 0.60682891 0.50386695 0.55147843 0.43940175] [ 0.61208224 0.40163332 0.380302 0.61347666 0.33313392] [ 0.26097355 0.60208972 0.42192473 0.77743055 0.60365974] [ 0.57079277 0.61785612 0.46576712 0.68421232 0.50316222] [ 0.50277016 0.48284956 0.52150181 0.32605515 0.52158482] [ 0.67954031 0.55699048 0.27592396 0.51297303 0.37950151] [ 0.65722887 0.37956581 0.63831744 0.54679956 0.43842718] [ 0.38293082 0.60456853 0.53843581 0.6374725 0.47417835] [ 0.40610224 0.70174336 0.55207942 0.63684297 0.60742092] [ 0.84353104 0.39845539 0.58986949 0.22524852 0.39124655] [ 0.3956929 0.63250818 0.37934776 0.85082885 0.58686513] [ 0.80451969 0.50272601 0.51365394 0.33679059 0.32883953] [ 0.76435878 0.51138163 0.60489151 0.22304668 0.4851495 ] [ 0.77041404 0.46108022 0.50046293 0.17976597 0.40216541] [ 0.18338376 0.56213549 0.46397221 0.77104386 0.54535718] [ 0.40839133 0.53679639 0.45518267 0.64703917 0.52780004] [ 0.43453745 0.49059882 0.44363549 0.65456223 0.31174333] [ 0.42641959 0.57732653 0.58163189 0.58582339 0.48828814] [ 0.71582642 0.44528068 0.53564054 0.22683414 0.3936921 ] [ 0.45236237 0.69202736 0.36800709 0.65731539 0.35784589] [ 0.54554124 0.58171366 0.38057541 0.43829032 0.4520828 ] [ 0.85570523 0.40587055 0.54609541 0.27482223 0.42643101] [ 0.62515151 0.37209385 0.57116066 0.25126124 0.48506762] [ 0.86107153 0.38923406 0.52139602 0.27969392 0.35410676] [ 0.3803554 0.64960288 0.3177975 0.79358593 0.57834363] [ 0.05827836 0.63943035 0.55499312 0.89985463 0.53330729] [ 0.69207738 0.41735023 0.46500881 0.35805015 0.37679413] [ 0.35500914 0.53179169 0.52770623 0.84019574 0.54916584] [ 0.77503138 0.33254916 0.54740953 0.36512002 0.41517842] [ 0.24130714 0.57909158 0.45117395 0.89693278 0.58871072] [ 0.63254417 0.46388645 0.42601966 0.33807753 0.39656768] [ 0.56140195 0.53292131 0.41846924 0.49868544 0.41653854] [ 0.87894408 0.45815592 0.62562932 0.2056764 0.37475561] [ 0.50829865 0.47740519 0.49033715 0.75801455 0.45018613] [ 0.28943935 0.66839257 0.51284866 0.72058721 0.67658009] [ 0.27306661 0.59825279 0.48765817 0.57869588 0.53761972] [ 0.74452638 0.36538177 0.43084193 0.21532305 0.37574769] [ 0.47876643 0.51243303 0.55946759 0.71852524 0.34920186] [ 0.82822335 0.36704899 0.52619408 0.19163564 0.42387055] [ 0.42400153 0.58358917 0.27203508 0.66755606 0.43072247] [ 0.73090887 0.35471666 0.51076073 0.2449641 0.43853003] [ 0.5603226 0.46526163 0.57398562 0.57000877 0.43998782] [ 0.28578966 0.58731764 0.4106278 0.83059902 0.38315548] [ 0.33610373 0.62072934 0.43250068 0.68879326 0.39622794] [ 0.2711193 0.57281494 0.53200213 0.83529368 0.47702356] [ 0.78869755 0.46435936 0.40563569 0.28230403 0.35578164] [ 0.47885131 0.63283284 0.35747368 0.62115684 0.43870668] [ 0.86017414 0.51877215 0.5236509 0.28908671 0.35592461] [ 0.53708314 0.5384792 0.51532953 0.58026241 0.50875779] [ 0.44295757 0.52086989 0.57960346 0.50258099 0.58334798] [ 0.43816848 0.4315793 0.61840582 0.68388607 0.51291777] [ 0.47850234 0.48977473 0.53913448 0.55837257 0.38767164] [ 0.29461899 0.59202666 0.5233861 0.79349952 0.48159653] [ 0.21081504 0.53859343 0.4090857 0.8708685 0.54282282] [ 0.84480181 0.29775807 0.39269176 0.29421319 0.33925882] [ 0.29370116 0.48320839 0.53357254 0.85192556 0.54131281] [ 0.66071503 0.42812621 0.67017869 0.62808767 0.36029874] [ 0.55691773 0.48651559 0.49421797 0.46825251 0.45073011] [ 0.90852032 0.33477668 0.61806408 0.12469683 0.36311747] [ 0.82021023 0.37587888 0.59938834 0.14624189 0.34843818] [ 0.6287707 0.48310901 0.39756199 0.46855157 0.37293738] [ 0.41474006 0.56413446 0.5766719 0.54653005 0.42112276] [ 0.65403962 0.47738482 0.55942644 0.41003787 0.61446438] [ 0.49215275 0.51849068 0.53668011 0.51926718 0.54155538] [ 0.63752039 0.34952741 0.63761374 0.56565389 0.44879006] [ 0.50639288 0.44105852 0.53272469 0.66558627 0.52417388] [ 0.84371257 0.47730255 0.50968025 0.33357276 0.37206285] Progress: 33.2% ... Training loss: 0.570 ... Validation loss: 0.983[ 0.69723693 0.43829959 0.45963437 0.36926146 0.46071574] [ 0.20542544 0.7319585 0.39089747 0.78227925 0.54893511] [ 0.21079462 0.72333521 0.38415961 0.85388326 0.54877367] [ 0.80695621 0.29415819 0.47487515 0.22046791 0.4770365 ] [ 0.47884231 0.55760136 0.34953048 0.50013668 0.46701795] [ 0.81652204 0.51034904 0.58205947 0.27977082 0.45919483] [ 0.6169626 0.58976933 0.4220779 0.44708017 0.37100074] [ 0.16567192 0.76522564 0.38977081 0.8052597 0.4868438 ] [ 0.50424966 0.40365232 0.56353618 0.24616405 0.5577489 ] [ 0.85013408 0.51713082 0.41465269 0.30947767 0.37021301] [ 0.27568375 0.57462204 0.49557768 0.83666868 0.47701097] [ 0.50972657 0.5633214 0.42565892 0.62820538 0.50791997] [ 0.37046941 0.58776155 0.3824965 0.43706885 0.41342901] [ 0.23955468 0.67587257 0.34735534 0.76511154 0.49467189] [ 0.79339642 0.38328777 0.4444959 0.27275323 0.42994041] [ 0.27215686 0.64735244 0.53215042 0.74976093 0.51648552] [ 0.24981155 0.55017219 0.43580495 0.87081232 0.51842254] [ 0.61533996 0.40898323 0.47906857 0.35321738 0.44495206] [ 0.62633958 0.6264901 0.4681758 0.49424088 0.38054478] [ 0.63555089 0.56364592 0.65884175 0.53159898 0.45654011] [ 0.62995519 0.49563643 0.33573799 0.47875177 0.2915473 ] [ 0.8151013 0.35274115 0.63379428 0.22244089 0.41399603] [ 0.38276682 0.48139701 0.57061459 0.54584469 0.56629886] [ 0.17895431 0.55537614 0.53121597 0.88177635 0.69695118] [ 0.62925693 0.46941577 0.38651552 0.49089064 0.33027473] [ 0.57950075 0.39847171 0.61257473 0.29697305 0.56738558] [ 0.31039915 0.71650094 0.23265688 0.86315893 0.47254451] [ 0.74122633 0.47347923 0.64929145 0.27352075 0.44048659] [ 0.55252281 0.44742746 0.31640156 0.66668331 0.4563511 ] [ 0.20232735 0.65154942 0.56377561 0.80254426 0.64027284] [ 0.51662086 0.49786484 0.59872582 0.63098949 0.47313014] [ 0.3184764 0.66288631 0.43585128 0.69333211 0.4483198 ] [ 0.46207687 0.606461 0.4342567 0.57966786 0.40443731] [ 0.54150171 0.47386281 0.43645266 0.55629216 0.4339497 ] [ 0.22836308 0.68964204 0.38698048 0.79944823 0.42108426] [ 0.66570763 0.59463307 0.49570828 0.47392861 0.31971834] [ 0.60291481 0.52506304 0.33047934 0.61629666 0.40702668] [ 0.69828049 0.54599297 0.50934194 0.4286943 0.45696133] [ 0.64891162 0.41603339 0.4746581 0.36949669 0.45319803] [ 0.4584617 0.61108493 0.4286288 0.5767623 0.43440308] [ 0.36122009 0.51733179 0.43287845 0.71558125 0.55256249] [ 0.26856612 0.62377474 0.37832459 0.7391087 0.42061816] [ 0.82202519 0.48482834 0.44824983 0.53127287 0.37230483] [ 0.65210553 0.34885129 0.64020639 0.4181456 0.40991945] [ 0.45677065 0.52943501 0.63685437 0.45248912 0.57171249] [ 0.76926731 0.44343805 0.54302422 0.26134132 0.43110549] [ 0.50650429 0.53175805 0.57736873 0.46881656 0.51578667] [ 0.80340966 0.4728987 0.57129678 0.27664797 0.4863411 ] [ 0.57023277 0.61804587 0.46568322 0.68443675 0.50323594] [ 0.62073051 0.54030618 0.50685188 0.51858882 0.53632525] [ 0.50239817 0.62170823 0.30902066 0.57904159 0.4119043 ] [ 0.11507585 0.57288092 0.45756997 0.89702053 0.55017616] [ 0.81275785 0.43830925 0.42034699 0.28034492 0.30995905] [ 0.79691667 0.34920754 0.54460233 0.25763879 0.4263218 ] [ 0.19922835 0.57778749 0.44471479 0.88940813 0.57964219] [ 0.67221841 0.45253128 0.43136692 0.58347539 0.52895775] [ 0.26159189 0.63462913 0.40420356 0.8715036 0.53266713] [ 0.23957006 0.74332714 0.34265861 0.84607947 0.54328974] [ 0.13661766 0.72171244 0.4209317 0.74587761 0.5022947 ] [ 0.47884231 0.55760136 0.34953048 0.50013668 0.46701795] [ 0.72175243 0.46507977 0.57347962 0.37456861 0.37751759] [ 0.40177145 0.44424824 0.64037153 0.35372445 0.54515077] [ 0.87747063 0.3970471 0.5143331 0.32170909 0.41353099] [ 0.39566562 0.67428638 0.5076334 0.57212805 0.53709891] [ 0.52379451 0.58067763 0.33611043 0.57652938 0.39371231] [ 0.3428196 0.63240533 0.39504209 0.75086552 0.47481516] [ 0.57672339 0.57796736 0.53741458 0.61251384 0.41076676] [ 0.62211667 0.61962176 0.40362645 0.46023841 0.37856838] [ 0.59652922 0.44105913 0.6243489 0.53910652 0.44163833] [ 0.77890897 0.54001613 0.51710685 0.30814081 0.40493612] [ 0.69403843 0.36120093 0.43322574 0.69136053 0.38966058] [ 0.7031322 0.42648231 0.59732478 0.43227571 0.42234489] [ 0.48406764 0.46701916 0.62228419 0.64872174 0.50880283] [ 0.65030807 0.5269621 0.48896892 0.42025314 0.42590098] [ 0.4791869 0.54589836 0.39338861 0.61134173 0.50190705] [ 0.33822632 0.56075124 0.59313483 0.70536856 0.56494123] [ 0.55969047 0.38014533 0.55484772 0.75145842 0.46745215] [ 0.55511934 0.49726757 0.52284061 0.51654239 0.41566595] [ 0.15958193 0.57492555 0.56336297 0.83890985 0.48810505] [ 0.82759461 0.40684233 0.59880471 0.16156535 0.35518934] [ 0.62423031 0.28394947 0.65852932 0.53324299 0.50665777] [ 0.46339677 0.40021516 0.43874724 0.44711088 0.58487572] [ 0.76656586 0.30981709 0.64221924 0.18546537 0.39968128] [ 0.66139691 0.35959416 0.4836753 0.45213364 0.44739734] [ 0.84199875 0.50192911 0.53642108 0.37346164 0.45026513] [ 0.53699354 0.47751131 0.4472116 0.62634213 0.25395585] [ 0.90139238 0.4129861 0.36704877 0.24429283 0.23769773] [ 0.49406272 0.40476843 0.61325042 0.52223842 0.37328479] [ 0.80125746 0.44917428 0.37583687 0.47170909 0.51303687] [ 0.20467558 0.70532803 0.29255238 0.79697557 0.55702059] [ 0.64820012 0.46137845 0.49371188 0.41953234 0.55154689] [ 0.530225 0.46393291 0.46624334 0.49457975 0.45746468] [ 0.90086889 0.3224332 0.58489331 0.15775179 0.3291181 ] [ 0.50682156 0.47338256 0.42701247 0.32223519 0.41879862] [ 0.75953047 0.46562623 0.59128968 0.32790366 0.45916782] [ 0.19344764 0.64400236 0.31227858 0.79203178 0.52441971] [ 0.52041969 0.61377473 0.38145846 0.43359051 0.40934057] [ 0.64384384 0.32668045 0.53419596 0.49855701 0.3900749 ] [ 0.49299857 0.43678198 0.58329664 0.58809267 0.37384991] [ 0.1615374 0.58410573 0.37125811 0.86187824 0.45485965] [ 0.4963668 0.55992027 0.55223033 0.56283404 0.48806443] [ 0.38300686 0.36453512 0.60429685 0.67039271 0.46390547] [ 0.72640224 0.57005586 0.55870805 0.46338753 0.42218017] [ 0.52059648 0.47184633 0.45309253 0.62953828 0.38499658] [ 0.82465242 0.45501266 0.52691224 0.15539863 0.30918634] [ 0.74510111 0.44168875 0.42814156 0.33241951 0.37532947] [ 0.62214773 0.3851138 0.46142401 0.32936925 0.46221526] [ 0.58110831 0.49349916 0.4550684 0.39517874 0.47738453] [ 0.51751262 0.44011014 0.59241948 0.65644009 0.33871143] [ 0.20779131 0.60602762 0.42109666 0.84367624 0.46198301] [ 0.75001546 0.38824212 0.47725664 0.28615314 0.27262526] [ 0.76882783 0.42170514 0.36420969 0.34235553 0.43167175] [ 0.77189058 0.48459895 0.49690398 0.24569997 0.41522685] [ 0.59347088 0.46369386 0.39371847 0.43627186 0.31862326] [ 0.55775154 0.54179514 0.5950828 0.46331637 0.53220864] [ 0.47930698 0.50454344 0.51300431 0.71900908 0.3668412 ] [ 0.67118639 0.35588577 0.65605203 0.56263051 0.36185007] [ 0.84704994 0.5113982 0.42428734 0.29807778 0.3762556 ] [ 0.36623321 0.55397467 0.45428128 0.5525381 0.4907909 ] [ 0.41647803 0.4655808 0.56693579 0.7125064 0.40689511] [ 0.90133168 0.2962808 0.56047042 0.11536642 0.41801665] [ 0.79054842 0.35120856 0.47865433 0.1952973 0.30423827] [ 0.72300849 0.39098928 0.52392084 0.24868075 0.43747127] [ 0.64093228 0.41276254 0.49433604 0.38681463 0.43906543] [ 0.68141248 0.48437395 0.53111859 0.36918825 0.49745422] [ 0.4842357 0.56890673 0.39462684 0.50389272 0.46717955] [ 0.33800306 0.57493063 0.35806056 0.57071698 0.44555115] [ 0.49190717 0.56135546 0.46032682 0.69110764 0.44963448] Progress: 33.2% ... Training loss: 0.570 ... Validation loss: 0.981[ 0.68495656 0.49383906 0.65147285 0.51815491 0.42103473] [ 0.52082794 0.56914043 0.52963454 0.42808366 0.42624005] [ 0.57619755 0.35696588 0.54971628 0.34454278 0.43872486] [ 0.48876627 0.44020067 0.38355093 0.60512792 0.41968656] [ 0.67255139 0.51285498 0.43086294 0.55772579 0.49070482] [ 0.68070633 0.51050506 0.47071193 0.34251037 0.4354887 ] [ 0.53826199 0.34051378 0.64012108 0.67187049 0.45369206] [ 0.42070035 0.59386904 0.37971788 0.78770548 0.58330039] [ 0.72539988 0.45102937 0.52783628 0.54772354 0.3514903 ] [ 0.26042254 0.56736927 0.45699744 0.60186095 0.45110999] [ 0.45886829 0.56629435 0.46020025 0.57264271 0.39278821] [ 0.22998618 0.49802549 0.50488584 0.74586349 0.73680038] [ 0.88857734 0.43486379 0.57182093 0.1368493 0.37964529] [ 0.61197372 0.50802462 0.57939814 0.41794375 0.35763238] [ 0.30933593 0.66331844 0.37050261 0.63627825 0.51005729] [ 0.37738498 0.59115981 0.44648387 0.76227527 0.4511856 ] [ 0.60962754 0.54372371 0.48595573 0.47778481 0.38397388] [ 0.28846161 0.51333402 0.44782904 0.70042764 0.40131592] [ 0.28471914 0.63865499 0.39713333 0.84614643 0.46159011] [ 0.34949483 0.53502456 0.44259339 0.7233534 0.40740675] [ 0.60979418 0.42767983 0.46062395 0.63814547 0.347196 ] [ 0.19718245 0.54653618 0.52696779 0.81844349 0.39632035] [ 0.53717422 0.4774789 0.44721515 0.62628597 0.25395917] [ 0.78496654 0.35859775 0.4612217 0.16413604 0.41213926] [ 0.3576769 0.50276855 0.46467763 0.75599682 0.33281886] [ 0.69214893 0.54644517 0.42350713 0.54276822 0.36356551] [ 0.71775496 0.53058528 0.5260398 0.48994924 0.40170347] [ 0.81452274 0.33111814 0.52028265 0.37638398 0.46170793] [ 0.45896375 0.46103089 0.54279274 0.78990313 0.58448723] [ 0.2655362 0.64400169 0.47584341 0.64363186 0.49393937] [ 0.24232978 0.61529187 0.38330917 0.78550575 0.46966661] [ 0.41721504 0.60655497 0.45688391 0.59584795 0.43721279] [ 0.25555581 0.54020087 0.53453277 0.78585385 0.35986186] [ 0.21988025 0.65008013 0.53661476 0.74419793 0.54574203] [ 0.35417388 0.47727341 0.61258615 0.69098315 0.5094194 ] [ 0.601323 0.52220648 0.51049696 0.76161676 0.42098438] [ 0.63084228 0.49333353 0.55982661 0.56875391 0.49544059] [ 0.68774278 0.42728543 0.53510639 0.26790397 0.45501718] [ 0.75302612 0.38092179 0.51220357 0.20077721 0.43222008] [ 0.62413726 0.46409873 0.6424946 0.6273947 0.45594744] [ 0.69979374 0.44683883 0.43302507 0.56170752 0.33766936] [ 0.49278262 0.57060172 0.53025018 0.65392544 0.47958771] [ 0.28016359 0.4725168 0.55278248 0.79384681 0.55169195] [ 0.36861154 0.51165201 0.51137464 0.63487363 0.49230936] [ 0.68547706 0.60453898 0.49777029 0.57298216 0.31343514] [ 0.65975226 0.49501208 0.43223914 0.55068463 0.42423544] [ 0.91269114 0.3766125 0.42235864 0.29886672 0.26269813] [ 0.42751745 0.53632935 0.48241632 0.51294493 0.67496513] [ 0.54435792 0.55497936 0.52801829 0.36234076 0.61473938] [ 0.30628597 0.54487422 0.47452739 0.48620469 0.54661323] [ 0.32022769 0.60610849 0.54106338 0.68560503 0.56382896] [ 0.88339184 0.33932615 0.57334113 0.22576186 0.37817027] [ 0.40249795 0.53646242 0.50797988 0.65633919 0.63047355] [ 0.2314065 0.54839964 0.46473777 0.86364784 0.47692355] [ 0.18605127 0.68857553 0.40432367 0.81259702 0.62888889] [ 0.19272109 0.63324449 0.4263981 0.84953653 0.42860916] [ 0.29421324 0.58287438 0.42554113 0.72395824 0.51307074] [ 0.44821986 0.61180628 0.37952494 0.67393294 0.3657538 ] [ 0.70476858 0.46772285 0.49424618 0.31076082 0.34806062] [ 0.58062863 0.59401965 0.4349401 0.46694298 0.32309975] [ 0.33219116 0.57089956 0.54977183 0.64374367 0.60562477] [ 0.45147633 0.56329194 0.63932687 0.73444395 0.58295975] [ 0.43758897 0.45994187 0.42561251 0.56201546 0.43304473] [ 0.4524737 0.53827175 0.42800645 0.49588346 0.43135473] [ 0.62340544 0.44144467 0.64302925 0.31303876 0.556607 ] [ 0.85512543 0.37141758 0.53358588 0.29779317 0.36458631] [ 0.79969128 0.3815636 0.5830576 0.14407156 0.4614581 ] [ 0.77570354 0.31391115 0.57262441 0.2697446 0.50500577] [ 0.80549959 0.43859336 0.57185875 0.24891548 0.43954369] [ 0.49994898 0.50369928 0.43253741 0.38989952 0.44536667] [ 0.59447951 0.45229048 0.58156194 0.36650982 0.49311216] [ 0.13879915 0.63661593 0.45111055 0.60706554 0.66520985] [ 0.53500018 0.59065736 0.47182103 0.67733889 0.42812621] [ 0.77314023 0.43634081 0.55828779 0.34718499 0.45695604] [ 0.64436317 0.64388998 0.37931089 0.56613602 0.38186887] [ 0.16927693 0.70775951 0.31352057 0.89285502 0.48034821] [ 0.50264727 0.50181232 0.55047631 0.73095293 0.36145282] [ 0.22577853 0.49040096 0.37679201 0.85102872 0.53045744] [ 0.1948804 0.60777523 0.41304218 0.87004778 0.57488904] [ 0.61870904 0.71134369 0.46695096 0.61810107 0.40080897] [ 0.59319149 0.62737772 0.38529968 0.57735099 0.48133047] [ 0.28431128 0.66096633 0.46862522 0.71475846 0.48116141] [ 0.77201954 0.38885301 0.40356626 0.2366243 0.29409073] [ 0.60874099 0.59545961 0.52251915 0.45091747 0.39315712] [ 0.42396789 0.65774427 0.47909645 0.76865361 0.60225538] [ 0.7467292 0.55832184 0.37992662 0.33855535 0.39970957] [ 0.20788974 0.60605659 0.42106129 0.84363617 0.46201816] [ 0.89739317 0.2891538 0.66945984 0.17032689 0.39730479] [ 0.16873603 0.72640892 0.4671026 0.75130655 0.60649954] [ 0.15330015 0.50614171 0.39068117 0.88515411 0.57668106] [ 0.43732851 0.55074149 0.47034306 0.62792447 0.52136579] [ 0.27368932 0.67021626 0.42987985 0.75279235 0.53536864] [ 0.73998299 0.40900004 0.57036894 0.42279902 0.46021771] [ 0.18415756 0.65559282 0.29687 0.86085553 0.41238965] [ 0.28816582 0.69063721 0.34778353 0.75579222 0.46174212] [ 0.86116349 0.4637753 0.52043797 0.52091948 0.3106057 ] [ 0.71064724 0.41453023 0.41421592 0.26463131 0.34180067] [ 0.28198801 0.57814884 0.55057165 0.61174258 0.58955147] [ 0.82455806 0.36267644 0.48186212 0.3282833 0.3778153 ] [ 0.108795 0.71560912 0.41059647 0.93442816 0.60630974] [ 0.58843185 0.54225194 0.42886036 0.33053491 0.35942722] [ 0.818361 0.32003956 0.51508242 0.25086897 0.31946176] [ 0.47938451 0.60554638 0.44763844 0.48523586 0.55779163] [ 0.50290399 0.34836454 0.56134754 0.67442125 0.45090494] [ 0.54964002 0.41898755 0.43953904 0.75042154 0.38010517] [ 0.3482858 0.53836376 0.42345149 0.66334922 0.57903728] [ 0.41412774 0.50352496 0.47956827 0.42947214 0.55812402] [ 0.54559986 0.47800808 0.5091255 0.39391353 0.58858526] [ 0.56730309 0.46436409 0.41572599 0.52371336 0.36803453] [ 0.52503313 0.5175891 0.43736279 0.66565286 0.44837459] [ 0.65692662 0.46793727 0.65920047 0.29551552 0.47908336] [ 0.73381592 0.46538748 0.42085955 0.41836945 0.36244045] [ 0.65438197 0.42244726 0.53467302 0.55785014 0.39924372] [ 0.13974912 0.56563395 0.56163847 0.82271062 0.64453739] [ 0.25865741 0.63988513 0.42463506 0.67382076 0.50671356] [ 0.29834021 0.58161377 0.3721126 0.76121701 0.38023234] [ 0.30959485 0.41894027 0.53477925 0.75314404 0.45226048] [ 0.5899013 0.50489272 0.45947597 0.25856949 0.39499025] [ 0.47363755 0.52116963 0.42785293 0.5601016 0.3394107 ] [ 0.84305943 0.44318258 0.5780162 0.32591512 0.40849043] [ 0.66777021 0.6232077 0.41631546 0.44750188 0.49278777] [ 0.39106184 0.53891674 0.48819611 0.86579812 0.5231012 ] [ 0.85103251 0.41691776 0.54130385 0.26369835 0.41410103] [ 0.23879127 0.69980157 0.41155202 0.71450213 0.46004376] [ 0.53719082 0.61025418 0.34244185 0.57259812 0.44310887] [ 0.32129595 0.66171681 0.34455536 0.71892296 0.52196203] [ 0.65897535 0.30992584 0.488056 0.3090251 0.44270456] [ 0.46391876 0.5760914 0.45482823 0.47856096 0.34432063] Progress: 33.3% ... Training loss: 0.569 ... Validation loss: 0.976[ 0.5078983 0.56195437 0.51020259 0.36757042 0.41955954] [ 0.25442182 0.56986436 0.37436189 0.83169824 0.46929801] [ 0.54524025 0.4247137 0.49185165 0.51232605 0.49202898] [ 0.42460533 0.47639449 0.52352511 0.70077645 0.43192333] [ 0.55575501 0.58069823 0.61629064 0.49102432 0.51067182] [ 0.22396403 0.52590213 0.43711556 0.74624861 0.49473253] [ 0.8060502 0.37670193 0.50654642 0.21275744 0.3718253 ] [ 0.45259424 0.56700436 0.53078723 0.53858053 0.4527424 ] [ 0.58922353 0.47918623 0.56772797 0.46140808 0.37915973] [ 0.47155019 0.50935722 0.41423777 0.52270306 0.43507791] [ 0.31012812 0.62487492 0.43201152 0.72731161 0.43093681] [ 0.69411016 0.48395826 0.43462946 0.33319553 0.41478275] [ 0.47899923 0.52540785 0.47545007 0.56459092 0.36358991] [ 0.30837584 0.52762869 0.49593986 0.68846586 0.62354615] [ 0.63660757 0.45602151 0.49855997 0.56694874 0.42561625] [ 0.74100037 0.50058689 0.42421787 0.33186454 0.36359095] [ 0.42369541 0.56739431 0.48135339 0.60671883 0.55224294] [ 0.70462159 0.46518913 0.56893123 0.41619005 0.52296722] [ 0.54978555 0.52132659 0.49542098 0.46378393 0.33018361] [ 0.60559069 0.59340394 0.50174659 0.43347649 0.39140665] [ 0.34417644 0.57609409 0.3688507 0.70369965 0.40637959] [ 0.39944488 0.55385029 0.51003163 0.7846769 0.47365875] [ 0.24783941 0.54752735 0.34895568 0.76287099 0.6215586 ] [ 0.75219964 0.41417868 0.47898926 0.31522696 0.526502 ] [ 0.3009717 0.65367641 0.57383761 0.61973686 0.61346085] [ 0.20337488 0.55640721 0.3396759 0.89455093 0.43285234] [ 0.48987151 0.42193309 0.60878667 0.54619699 0.39706199] [ 0.88744122 0.27287605 0.61211811 0.16456995 0.36842956] [ 0.80308935 0.46346693 0.39399854 0.23066032 0.24437152] [ 0.53832775 0.45547137 0.6382258 0.41357959 0.51962416] [ 0.34626769 0.44831608 0.53180376 0.49833096 0.50820178] [ 0.81689781 0.38534865 0.58587889 0.25013339 0.3438101 ] [ 0.6714689 0.45014421 0.38415326 0.46273863 0.39893988] [ 0.65369505 0.5901664 0.40634775 0.38126725 0.44905845] [ 0.66677913 0.59731303 0.5995712 0.60494345 0.42637443] [ 0.71869558 0.57128671 0.48925106 0.47507854 0.43051035] [ 0.57909599 0.59498106 0.53510364 0.53131072 0.33471652] [ 0.60836429 0.42731626 0.50142481 0.48143115 0.45486283] [ 0.77031266 0.5859677 0.45755331 0.37492831 0.48994248] [ 0.11549014 0.55031047 0.33220364 0.88051622 0.57747244] [ 0.58888393 0.41142035 0.54183496 0.51945825 0.42722476] [ 0.33038505 0.57358883 0.49638767 0.79170297 0.4140513 ] [ 0.68147112 0.48439677 0.53109413 0.36921444 0.4974758 ] [ 0.20811067 0.54754222 0.57751277 0.71321008 0.67543542] [ 0.61392822 0.50246696 0.45756447 0.72045809 0.36425163] [ 0.53027129 0.61207017 0.31349222 0.55917853 0.40580528] [ 0.68294712 0.52915231 0.42787968 0.54974008 0.34270989] [ 0.83724923 0.30811784 0.44186778 0.2624791 0.34420674] [ 0.18811725 0.59722824 0.369032 0.8846451 0.52586836] [ 0.80611076 0.39339401 0.67651156 0.20695725 0.34700919] [ 0.63047605 0.57206064 0.4908403 0.48669954 0.35147777] [ 0.5452462 0.42034885 0.5849126 0.59840163 0.33856393] [ 0.52243402 0.61388091 0.50097207 0.55759501 0.5457689 ] [ 0.29378275 0.63341235 0.58107962 0.69307425 0.45750131] [ 0.87451266 0.38821889 0.58729687 0.25235512 0.39804624] [ 0.34773362 0.6008509 0.51723738 0.83941755 0.45941689] [ 0.42756443 0.53817146 0.40100691 0.51144577 0.45649236] [ 0.63047068 0.587938 0.50812453 0.40679177 0.52743335] [ 0.49223652 0.43537906 0.48667747 0.66726359 0.5066927 ] [ 0.50436242 0.48644317 0.59838594 0.44339876 0.43753416] [ 0.74852942 0.2885668 0.6031126 0.43235102 0.40743951] [ 0.17363159 0.57445814 0.41693377 0.84918696 0.52691193] [ 0.74180115 0.47654776 0.61600896 0.34253234 0.44988829] [ 0.71479775 0.48221486 0.58040106 0.44601063 0.4271386 ] [ 0.73724137 0.49153045 0.5131081 0.38132806 0.46135347] [ 0.54604315 0.66154147 0.41127731 0.59130098 0.57000982] [ 0.55659939 0.44459122 0.5395724 0.70779062 0.4640437 ] [ 0.32115919 0.6177119 0.38758796 0.82838932 0.3652301 ] [ 0.44295905 0.45245682 0.47256755 0.50404632 0.43948634] [ 0.65689585 0.51654485 0.45160979 0.37010891 0.43101047] [ 0.65634076 0.48640268 0.60326616 0.41003785 0.55300351] [ 0.48796278 0.50387527 0.52474972 0.74776015 0.42256335] [ 0.22644723 0.59365833 0.35299029 0.74336894 0.46010892] [ 0.85674972 0.38775419 0.3701107 0.21366157 0.35780009] [ 0.57785242 0.44425729 0.35402603 0.66477154 0.38907053] [ 0.8028565 0.42567678 0.6238564 0.17580749 0.459472 ] [ 0.82921118 0.5625399 0.38807151 0.42513914 0.43666993] [ 0.40775805 0.54559707 0.54140995 0.75079695 0.50050116] [ 0.85158743 0.36579569 0.44927946 0.22595793 0.35961197] [ 0.39224376 0.51195558 0.43859126 0.57703868 0.62409749] [ 0.3932009 0.54092206 0.46972187 0.87846787 0.41686804] [ 0.23285031 0.63201387 0.4848453 0.86336637 0.42514934] [ 0.34799294 0.58672052 0.54599107 0.59943453 0.46342535] [ 0.7618521 0.40892207 0.55959391 0.30584843 0.47944794] [ 0.38769375 0.64177645 0.33171269 0.64746379 0.37504971] [ 0.82051549 0.43876922 0.39847623 0.35870416 0.29510238] [ 0.14633697 0.60572886 0.44824951 0.93413198 0.53949446] [ 0.21076977 0.71729801 0.40380764 0.76133139 0.54421637] [ 0.85499075 0.48106786 0.47773586 0.28391883 0.4027205 ] [ 0.60389445 0.39331589 0.46815378 0.38550392 0.35238947] [ 0.65955569 0.42869944 0.66996057 0.62872845 0.36047734] [ 0.64512513 0.56958317 0.4844294 0.4535086 0.37136469] [ 0.51073779 0.4316382 0.52168572 0.54444896 0.3114819 ] [ 0.69095933 0.40694851 0.54787194 0.42939156 0.40911773] [ 0.6756949 0.3490548 0.5598713 0.23065596 0.39790948] [ 0.48766923 0.58626458 0.37044107 0.37677382 0.42739241] [ 0.62363055 0.44265135 0.60687861 0.62813541 0.44378977] [ 0.29022727 0.74044105 0.34908652 0.76235156 0.56023443] [ 0.56116643 0.50096835 0.45188499 0.40293434 0.55459145] [ 0.71984305 0.46580261 0.62249439 0.59318777 0.39996387] [ 0.73193303 0.38859969 0.46165566 0.24298782 0.44845099] [ 0.49265453 0.45436013 0.52525205 0.71779545 0.38124272] [ 0.63984603 0.42194195 0.30672088 0.42500318 0.35891099] [ 0.58594943 0.40951682 0.49091586 0.29849131 0.52376678] [ 0.32152374 0.48951552 0.31318492 0.73900633 0.40715129] [ 0.74132951 0.44098997 0.55978691 0.42586122 0.51449079] [ 0.38611983 0.63604895 0.47299193 0.66898472 0.42391148] [ 0.71882466 0.38702539 0.49442474 0.34403648 0.43898237] [ 0.65888672 0.43933 0.41544969 0.58446855 0.42807274] [ 0.14635531 0.70081093 0.35785576 0.76992541 0.550631 ] [ 0.65442653 0.46930018 0.39314133 0.31217817 0.37182937] [ 0.40069241 0.59385778 0.61036482 0.65400862 0.55118062] [ 0.83606477 0.35824578 0.57803104 0.17252318 0.41939398] [ 0.86774858 0.48946255 0.49976729 0.16351368 0.31810388] [ 0.77249125 0.52377172 0.36865674 0.2742923 0.29686841] [ 0.4846316 0.58657922 0.5703173 0.75439453 0.51201909] [ 0.55730282 0.2981595 0.51199926 0.52073882 0.34262386] [ 0.73885492 0.56706264 0.47529218 0.58701778 0.48567736] [ 0.75620028 0.3838056 0.54947487 0.64946301 0.3791179 ] [ 0.46713035 0.66502932 0.39485052 0.73465579 0.53645747] [ 0.65884741 0.43439699 0.57286344 0.56207409 0.42358505] [ 0.37447653 0.4830908 0.50649316 0.71764577 0.51804418] [ 0.34395997 0.57382467 0.46678306 0.68360245 0.45504294] [ 0.42397623 0.65394319 0.26368419 0.78228954 0.38010231] [ 0.57278325 0.56589742 0.47468393 0.50630395 0.33304231] [ 0.78027858 0.46748805 0.47420221 0.30475208 0.40345332] [ 0.53405267 0.62716577 0.51030946 0.55214625 0.39595226] [ 0.89687631 0.32750737 0.47255521 0.18503012 0.39623787] Progress: 33.4% ... Training loss: 0.569 ... Validation loss: 0.973[ 0.5674315 0.36858102 0.64263747 0.5250372 0.44326528] [ 0.4294366 0.55280219 0.53996447 0.82672388 0.55693314] [ 0.36646485 0.69041479 0.47208195 0.79909182 0.53613946] [ 0.52358501 0.38244751 0.44736448 0.63710106 0.38382385] [ 0.48771939 0.59809235 0.36297907 0.69273266 0.35177305] [ 0.31763513 0.61039522 0.47124821 0.60075724 0.41978397] [ 0.3459167 0.56241685 0.50823765 0.6640403 0.49541428] [ 0.26732766 0.65500549 0.29964807 0.77279141 0.52795216] [ 0.31432622 0.70096266 0.25553278 0.80833929 0.57062799] [ 0.81771985 0.41555438 0.58224466 0.2063848 0.42971422] [ 0.30765102 0.5286849 0.40491351 0.78576949 0.38648447] [ 0.3794688 0.66683355 0.39662494 0.78021152 0.52807346] [ 0.74199888 0.51424741 0.38169514 0.42035082 0.44434051] [ 0.8361145 0.46876608 0.49731807 0.22136092 0.39517709] [ 0.45264394 0.44317991 0.69019942 0.61414035 0.35017473] [ 0.74260274 0.32599179 0.66564427 0.18025029 0.44722569] [ 0.69187557 0.55855939 0.36694175 0.47373753 0.32468034] [ 0.66335934 0.46879087 0.36656152 0.35262501 0.43934605] [ 0.72721781 0.27002752 0.51969457 0.21012313 0.38509246] [ 0.85737926 0.39015696 0.5242402 0.12869173 0.35368693] [ 0.49592305 0.41990358 0.46061653 0.59716469 0.53356178] [ 0.70466701 0.48546718 0.59796615 0.30066852 0.49465067] [ 0.4438965 0.61325631 0.38792342 0.66592268 0.4433715 ] [ 0.86667952 0.34356805 0.62162937 0.13973558 0.38064078] [ 0.63727773 0.49723182 0.62326146 0.34951502 0.42648409] [ 0.78900348 0.34518778 0.53542891 0.2270626 0.32504537] [ 0.70912463 0.43685846 0.49821377 0.38458977 0.36742176] [ 0.79966235 0.47912023 0.36887989 0.28820933 0.38802348] [ 0.61000924 0.56048478 0.53484211 0.49137561 0.38007546] [ 0.74519678 0.49865816 0.50134513 0.2410094 0.42465862] [ 0.60972213 0.63382139 0.40899243 0.53949074 0.42061954] [ 0.28267247 0.59024571 0.45867776 0.84159981 0.44243551] [ 0.40695714 0.52771708 0.51780447 0.52752903 0.3881889 ] [ 0.76325357 0.45138239 0.55694978 0.38683733 0.34807337] [ 0.7701786 0.50104876 0.47007463 0.33972576 0.35335661] [ 0.90346101 0.27915025 0.54929988 0.18719976 0.35621637] [ 0.46962898 0.61759589 0.52106065 0.62427192 0.51604836] [ 0.31058406 0.57568831 0.43861195 0.71121691 0.39786277] [ 0.61391797 0.43988693 0.56201506 0.4542453 0.54914659] [ 0.87820245 0.31008585 0.61117118 0.14400929 0.40591351] [ 0.8411456 0.5026088 0.53613088 0.37444537 0.45050399] [ 0.57767564 0.46485169 0.51954334 0.4321349 0.37399328] [ 0.31637811 0.6548277 0.45810535 0.73556728 0.54370548] [ 0.68978923 0.37129203 0.3609733 0.34306885 0.31723291] [ 0.3867329 0.6506925 0.43552458 0.64182986 0.40970436] [ 0.4338259 0.58109364 0.52794011 0.51637564 0.53242604] [ 0.82725216 0.31287973 0.5147204 0.23737448 0.42112548] [ 0.29136333 0.48700858 0.53978593 0.8089263 0.53938665] [ 0.41590177 0.61928766 0.42252101 0.5705069 0.39850355] [ 0.78835462 0.46197986 0.56070189 0.29151528 0.43489486] [ 0.17445741 0.57059817 0.44741415 0.77088725 0.46811901] [ 0.49743699 0.33122973 0.53667531 0.40204821 0.51292795] [ 0.76354355 0.46749689 0.36717966 0.26788078 0.33590286] [ 0.84370985 0.38560763 0.58480438 0.17794029 0.34797299] [ 0.72346201 0.51105 0.44304963 0.32384696 0.49779396] [ 0.33321918 0.50782894 0.55368866 0.82173644 0.47142532] [ 0.74270261 0.47356365 0.52428475 0.39643223 0.47858659] [ 0.34203733 0.5733995 0.45458285 0.69279018 0.40827302] [ 0.2003385 0.53166794 0.49789335 0.68648365 0.51719873] [ 0.49880998 0.50430768 0.43228217 0.39061236 0.44559065] [ 0.44946228 0.57792646 0.345679 0.64519581 0.27157771] [ 0.7382422 0.49670013 0.36971911 0.49799687 0.37631011] [ 0.91481649 0.30676067 0.51126252 0.16971418 0.318688 ] [ 0.66054016 0.35480265 0.48719539 0.27390197 0.34161181] [ 0.58252593 0.58011547 0.54095925 0.40554802 0.46197497] [ 0.18710996 0.60894715 0.47597084 0.84289743 0.51444093] [ 0.41931013 0.57029477 0.48497403 0.70622111 0.56860937] [ 0.50972579 0.5238106 0.47628849 0.33405295 0.3730221 ] [ 0.50304555 0.62342155 0.41434056 0.52456847 0.47220813] [ 0.72255651 0.48876428 0.43589816 0.17090479 0.36143444] [ 0.24704447 0.56998997 0.48390599 0.88711416 0.61541522] [ 0.70350138 0.42631936 0.56480934 0.38650014 0.33747936] [ 0.72974062 0.38479843 0.38619065 0.33288478 0.36247277] [ 0.23248458 0.48591554 0.54371429 0.79431657 0.59665969] [ 0.63757483 0.52867343 0.41829048 0.52557894 0.35254333] [ 0.44761683 0.60012969 0.48607959 0.67262094 0.494641 ] [ 0.68645065 0.69961005 0.43765482 0.62041223 0.39596182] [ 0.61443382 0.51494687 0.52548201 0.56742898 0.44202906] [ 0.777944 0.53534856 0.36344197 0.45743112 0.32972757] [ 0.70301701 0.53013895 0.5479939 0.45722612 0.42820036] [ 0.44255525 0.41118467 0.45820758 0.72506949 0.36702568] [ 0.84234826 0.38286704 0.63146395 0.19138516 0.36422498] [ 0.37788115 0.52382405 0.50920875 0.59599164 0.48306682] [ 0.19026913 0.71910852 0.31947641 0.82802436 0.56698018] [ 0.80622734 0.37861197 0.52464337 0.21767524 0.40239621] [ 0.48400135 0.56919488 0.39446096 0.50388721 0.46734859] [ 0.46582012 0.54183214 0.53577645 0.35277135 0.63430556] [ 0.83918322 0.29422856 0.37357996 0.24138413 0.28036115] [ 0.41986219 0.61249534 0.44091446 0.59609886 0.38845089] [ 0.21486745 0.63361232 0.53656207 0.82110006 0.61439695] [ 0.4625851 0.40679461 0.69961253 0.68726425 0.50640611] [ 0.23127658 0.58404449 0.34157969 0.84376218 0.40427802] [ 0.45677229 0.52290011 0.50762998 0.64297447 0.47736014] [ 0.52787808 0.39808776 0.47517268 0.3913016 0.43278085] [ 0.61756456 0.54227645 0.53959804 0.47588082 0.50577234] [ 0.54607537 0.49637352 0.46365171 0.33783094 0.38754577] [ 0.50549335 0.42981093 0.47041411 0.54908549 0.48961771] [ 0.83589295 0.4249786 0.40221646 0.22443111 0.22966743] [ 0.76621785 0.46559783 0.52886458 0.3021154 0.414668 ] [ 0.79805148 0.50234732 0.28059214 0.39537118 0.29808758] [ 0.29626274 0.56825537 0.57355735 0.77860709 0.47886465] [ 0.70008516 0.45047445 0.42667077 0.46368148 0.36024959] [ 0.50414876 0.45512169 0.42212986 0.31150406 0.36518026] [ 0.71046721 0.32360232 0.64308123 0.20861529 0.54135072] [ 0.75281867 0.38109972 0.51213206 0.20093286 0.43229498] [ 0.62445615 0.43638526 0.69446261 0.67120406 0.40960466] [ 0.41970561 0.5431324 0.56735479 0.40298468 0.59234498] [ 0.72102274 0.39870668 0.55364179 0.24191945 0.36317545] [ 0.80058557 0.3216896 0.58798816 0.24589942 0.31051644] [ 0.42438842 0.67835073 0.38349687 0.47050557 0.53671683] [ 0.4737028 0.45013554 0.6722248 0.63073541 0.33418802] [ 0.41649405 0.3932651 0.48263154 0.50351143 0.50465234] [ 0.80843658 0.35831771 0.65208767 0.19204231 0.49831558] [ 0.81607386 0.23382804 0.50766781 0.23112084 0.37957207] [ 0.44520852 0.43564443 0.58612047 0.72068404 0.38731657] [ 0.33168414 0.637635 0.36734613 0.69224486 0.45227847] [ 0.5562591 0.46947109 0.4766433 0.6651742 0.26072767] [ 0.49276385 0.37642079 0.48698864 0.6513355 0.4859771 ] [ 0.44482074 0.49114374 0.37412832 0.7397585 0.60076455] [ 0.51521295 0.65082195 0.47633523 0.64757564 0.40066058] [ 0.72381373 0.41078128 0.48135767 0.36281195 0.44653763] [ 0.65838469 0.4140125 0.53470019 0.32676049 0.44471881] [ 0.85778809 0.45174145 0.42789228 0.44726685 0.38714828] [ 0.57878527 0.46912795 0.49866499 0.63556438 0.48988374] [ 0.68574532 0.25808777 0.54271872 0.36222734 0.46098463] [ 0.49845206 0.51667812 0.48581465 0.36495858 0.36616586] [ 0.89211806 0.29099149 0.51744734 0.25362323 0.38278626] [ 0.6453414 0.50493706 0.46559727 0.51020361 0.36100517] Progress: 33.4% ... Training loss: 0.569 ... Validation loss: 0.973[ 0.38154052 0.63877401 0.46188227 0.76582506 0.53833067] [ 0.36361081 0.5782277 0.39248179 0.67042263 0.56921348] [ 0.28060858 0.52923832 0.37213107 0.77824799 0.45852363] [ 0.4270359 0.44327832 0.57904878 0.61937917 0.43993538] [ 0.50614151 0.49345536 0.62454344 0.59522427 0.54077304] [ 0.35519061 0.61864686 0.42864407 0.79964598 0.552234 ] [ 0.35500394 0.588501 0.5348429 0.57645422 0.42398345] [ 0.68117684 0.50491255 0.37521146 0.36433116 0.36514902] [ 0.16050189 0.69567953 0.35223916 0.93374703 0.51331537] [ 0.64235627 0.44099534 0.62261164 0.28171375 0.54036822] [ 0.46501761 0.52252972 0.50291569 0.46790769 0.55104959] [ 0.6514339 0.47855008 0.54429059 0.72552199 0.47693315] [ 0.23111223 0.70807569 0.48616294 0.72544624 0.45988822] [ 0.27016608 0.52302213 0.58170279 0.75802534 0.44613603] [ 0.51979955 0.55311643 0.30074374 0.49529645 0.43725906] [ 0.47169408 0.49685686 0.46574245 0.57159998 0.38112722] [ 0.56583097 0.4605525 0.3417948 0.39362688 0.44178841] [ 0.68530384 0.48393664 0.4891321 0.36923933 0.35776469] [ 0.44424958 0.48417986 0.3806002 0.62237544 0.43404116] [ 0.44321547 0.50818957 0.4515271 0.50522215 0.49781951] [ 0.36288521 0.59768186 0.48863683 0.68060799 0.59167388] [ 0.73950018 0.49287628 0.5249072 0.49608281 0.46242348] [ 0.52393046 0.46798214 0.51753568 0.56854183 0.53418533] [ 0.11926769 0.57383905 0.45614888 0.8172748 0.56797023] [ 0.48747641 0.61245788 0.53759669 0.65470688 0.46361677] [ 0.55495426 0.6240976 0.45522235 0.50379541 0.44867705] [ 0.47555072 0.50744708 0.43855092 0.55175794 0.49635937] [ 0.63091305 0.38838496 0.45473669 0.37560503 0.37248781] [ 0.26343364 0.52216956 0.43811207 0.82779895 0.45709795] [ 0.47286003 0.59491166 0.33399607 0.58826272 0.51718442] [ 0.61709038 0.56084544 0.29539235 0.4939264 0.36101495] [ 0.69128983 0.51111745 0.44084625 0.53762803 0.40115128] [ 0.51256169 0.45095828 0.47827385 0.45012192 0.44850714] [ 0.79668987 0.3569763 0.60407697 0.21559749 0.4017713 ] [ 0.33705236 0.57150025 0.45515189 0.77336874 0.52721049] [ 0.25744913 0.66922162 0.42212212 0.78864273 0.41950135] [ 0.57011204 0.48891136 0.61688016 0.58004511 0.4695427 ] [ 0.83218086 0.43044804 0.46915828 0.22954137 0.40266404] [ 0.60974861 0.42776773 0.46057614 0.63805497 0.34724454] [ 0.70409323 0.4078924 0.47032382 0.43979208 0.35467393] [ 0.70316397 0.48267363 0.40511809 0.27479047 0.27523544] [ 0.83549518 0.42527843 0.40207781 0.22471478 0.22975404] [ 0.27219577 0.65707058 0.44360053 0.70589529 0.45146255] [ 0.21526912 0.60985288 0.3169582 0.7418272 0.45584465] [ 0.78877444 0.33016726 0.53928158 0.31653666 0.24578061] [ 0.38107056 0.54291821 0.39846101 0.71697539 0.38562061] [ 0.69599907 0.38804178 0.44813251 0.26532843 0.41111783] [ 0.66394079 0.52047304 0.62715677 0.33237807 0.43414271] [ 0.28255663 0.5265313 0.51281373 0.85456153 0.56914009] [ 0.55647502 0.50972314 0.43506884 0.49788617 0.51950137] [ 0.61182351 0.6246144 0.44386415 0.60563904 0.39721527] [ 0.52083196 0.53419233 0.53168795 0.6596912 0.50293041] [ 0.48173869 0.43726368 0.5445821 0.6753541 0.35058675] [ 0.32129941 0.59861438 0.53050687 0.74303923 0.60639387] [ 0.54472237 0.60872479 0.42634725 0.533634 0.53407718] [ 0.74771643 0.43953248 0.51164769 0.22272259 0.43754634] [ 0.75974101 0.30418982 0.33991044 0.29344343 0.37352867] [ 0.40358557 0.44914327 0.45603332 0.66383709 0.50027293] [ 0.72644288 0.52035926 0.32383178 0.52692869 0.37161686] [ 0.63357374 0.46632036 0.57145265 0.68462895 0.43203306] [ 0.26748734 0.71279628 0.2939977 0.74920315 0.44015758] [ 0.59466055 0.51245176 0.52580985 0.44178119 0.34702337] [ 0.59186952 0.42463078 0.52523354 0.30923739 0.52131861] [ 0.53856637 0.53782032 0.36735699 0.38746023 0.38248785] [ 0.58566147 0.55235944 0.37225029 0.72223697 0.41060279] [ 0.4661784 0.54655147 0.5026589 0.73913838 0.3220507 ] [ 0.42592881 0.59748449 0.49388843 0.67602762 0.59523213] [ 0.4633778 0.60544838 0.56093316 0.57297261 0.44774232] [ 0.43922208 0.64260467 0.64109427 0.54846813 0.51189369] [ 0.46713828 0.6787531 0.32740443 0.65786185 0.46342596] [ 0.35196315 0.48063082 0.50288714 0.6099234 0.46255487] [ 0.49022035 0.51978024 0.48768901 0.68292887 0.41094984] [ 0.14601721 0.72624179 0.40588783 0.80903539 0.62471089] [ 0.76784783 0.39626061 0.52050341 0.30730431 0.39787165] [ 0.59922907 0.62885484 0.39074045 0.498673 0.36760458] [ 0.35037251 0.62552754 0.36723362 0.79228509 0.39714892] [ 0.40183508 0.55342991 0.41120394 0.66807196 0.38465056] [ 0.8609226 0.37604327 0.51675395 0.12433153 0.37666581] [ 0.51969713 0.48956985 0.50500659 0.46118682 0.4690641 ] [ 0.2317811 0.48632104 0.34890837 0.68958564 0.57004824] [ 0.55691921 0.39314075 0.52764292 0.41120216 0.47857894] [ 0.56026331 0.61021482 0.38221801 0.71419155 0.42231679] [ 0.59284307 0.51377232 0.57538257 0.57858594 0.41818852] [ 0.1204821 0.50612009 0.44150341 0.84032091 0.63669531] [ 0.64830792 0.44351097 0.50311681 0.49574074 0.46003244] [ 0.70773313 0.48452741 0.61523572 0.5979491 0.37700106] [ 0.3033679 0.55170419 0.52639887 0.67672657 0.50180503] [ 0.24615939 0.58050353 0.53138197 0.85293353 0.64358951] [ 0.90315978 0.41484261 0.48141414 0.23682004 0.327421 ] [ 0.8700287 0.34136077 0.49004543 0.10160422 0.34907039] [ 0.57954685 0.35134571 0.50979912 0.45825938 0.46686275] [ 0.38950343 0.56126372 0.37626495 0.76337842 0.36611281] [ 0.53835879 0.49900145 0.5115203 0.67726318 0.40356867] [ 0.53111636 0.44581587 0.51701073 0.57015435 0.61010171] [ 0.66899659 0.62664927 0.3541053 0.47441557 0.42974271] [ 0.17252484 0.62917184 0.43840431 0.82312174 0.4168272 ] [ 0.36168336 0.67851143 0.45449394 0.57745945 0.47678698] [ 0.52766655 0.60615258 0.47408869 0.4811089 0.50527004] [ 0.43224651 0.49033349 0.55631274 0.66451055 0.43768478] [ 0.7247915 0.35818156 0.57461403 0.31266028 0.33700614] [ 0.32035603 0.6894401 0.3562824 0.77598451 0.49061439] [ 0.35543522 0.53353459 0.44187093 0.63794649 0.40536832] [ 0.70766719 0.56931971 0.3685596 0.45162209 0.45549002] [ 0.22314754 0.43611253 0.51068241 0.83799573 0.58932708] [ 0.43476629 0.55118355 0.51398367 0.78649224 0.49417095] [ 0.75890638 0.48728852 0.50960463 0.39364085 0.35944472] [ 0.57800116 0.63760534 0.32807511 0.5966247 0.42386185] [ 0.71447989 0.49016206 0.49205362 0.31959702 0.35178648] [ 0.82973503 0.49453264 0.65084794 0.13034024 0.45816673] [ 0.56081866 0.39071357 0.69382338 0.60300402 0.47390415] [ 0.48988441 0.51265453 0.34246714 0.75216761 0.5275659 ] [ 0.17889066 0.42895663 0.50903252 0.81626418 0.61952237] [ 0.28123688 0.49499627 0.55702176 0.55271367 0.67760752] [ 0.52368366 0.6145109 0.46697906 0.58338283 0.50875558] [ 0.69844427 0.38545257 0.43293829 0.23954035 0.32888851] [ 0.50407671 0.51234733 0.49900513 0.79676661 0.41540351] [ 0.86816024 0.36721797 0.53259555 0.15962896 0.42009818] [ 0.4895977 0.43849174 0.52172204 0.66046245 0.33556035] [ 0.55799496 0.46657215 0.59527528 0.48470766 0.37835957] [ 0.37698835 0.52422472 0.5090364 0.59653448 0.48321252] [ 0.85892577 0.33457928 0.57541342 0.12829639 0.38671143] [ 0.3102332 0.57586143 0.4385355 0.71140787 0.39792196] [ 0.5210036 0.43571298 0.32581827 0.57662142 0.46678467] [ 0.37920798 0.41131653 0.52572624 0.74029391 0.34478656] [ 0.88191449 0.35823392 0.51059334 0.18067839 0.28770275] [ 0.45923315 0.60958961 0.5311013 0.56230507 0.38503684] [ 0.23551606 0.65722467 0.41869455 0.77049558 0.45036164] [ 0.52349501 0.57058343 0.33656458 0.67033499 0.25248201] Progress: 33.5% ... Training loss: 0.568 ... Validation loss: 0.971[ 0.39231962 0.61320618 0.4016748 0.6174439 0.52905572] [ 0.8908958 0.33012666 0.59591156 0.14975694 0.25044293] [ 0.55924606 0.43716197 0.50923698 0.64569677 0.32952058] [ 0.65296247 0.56007731 0.5305167 0.49367597 0.43343128] [ 0.64317635 0.52932221 0.49143665 0.59863394 0.40853833] [ 0.55715834 0.56032304 0.38922797 0.48657087 0.43147471] [ 0.68634513 0.46523521 0.47285583 0.32197299 0.5170683 ] [ 0.30604485 0.59728772 0.46872454 0.77448671 0.63684662] [ 0.1842288 0.56673018 0.52320031 0.88406166 0.55957707] [ 0.87616337 0.48887457 0.47914217 0.32939674 0.36536458] [ 0.71930793 0.49958754 0.36205379 0.48367112 0.30730519] [ 0.61937032 0.41455299 0.59929422 0.66556503 0.43466467] [ 0.85193667 0.30052556 0.54697149 0.22866061 0.42662789] [ 0.1498024 0.74780778 0.37003463 0.82469299 0.61986764] [ 0.30411032 0.55126463 0.5265801 0.6763147 0.50165738] [ 0.45822446 0.3373429 0.54617536 0.55166669 0.45627964] [ 0.37103093 0.5155794 0.56791533 0.79220819 0.44419103] [ 0.67517055 0.49168107 0.53949137 0.53258204 0.39835773] [ 0.57497973 0.45004717 0.46070787 0.38243994 0.47912443] [ 0.85474535 0.33622645 0.51735264 0.25136023 0.38326499] [ 0.75020312 0.36788624 0.43937192 0.26430352 0.38916843] [ 0.07047452 0.56992963 0.52048945 0.87462769 0.59642453] [ 0.30060135 0.6479243 0.50976127 0.79476031 0.56089042] [ 0.8651039 0.45754109 0.45058695 0.234707 0.27202957] [ 0.65465142 0.51097039 0.45556726 0.47554752 0.4397403 ] [ 0.3681601 0.49942535 0.53396186 0.67941761 0.61579905] [ 0.67837036 0.67475265 0.27891103 0.77287322 0.29934689] [ 0.81431685 0.45332924 0.55463523 0.32674317 0.41206599] [ 0.69202569 0.47918325 0.58238288 0.38007425 0.51028166] [ 0.43892693 0.65685175 0.42215018 0.53558526 0.44481045] [ 0.60318946 0.37965525 0.62389826 0.28518638 0.60028783] [ 0.61184323 0.41069829 0.47829593 0.35526822 0.44558756] [ 0.55370868 0.42589475 0.60309213 0.71730424 0.45543507] [ 0.49141936 0.58957132 0.46202072 0.65962255 0.53233866] [ 0.18936302 0.69354617 0.53728338 0.75751056 0.59642491] [ 0.86862627 0.36064118 0.67167545 0.24170442 0.40150655] [ 0.28665657 0.65711037 0.35889468 0.74574982 0.47606158] [ 0.47995514 0.62222322 0.46672726 0.69319817 0.45806459] [ 0.30493521 0.65028253 0.29242244 0.60913761 0.4236493 ] [ 0.41028349 0.50703731 0.49614407 0.75668824 0.48623637] [ 0.13336906 0.6277435 0.44510813 0.87388105 0.63101436] [ 0.74079787 0.32694436 0.66522857 0.18104666 0.44760929] [ 0.85223771 0.49727719 0.34064604 0.38052205 0.31107161] [ 0.60150977 0.42562596 0.46320657 0.33991265 0.46142461] [ 0.35772697 0.43211247 0.41881178 0.63809894 0.61382685] [ 0.50596859 0.43908399 0.56741666 0.38668803 0.54684598] [ 0.262803 0.62362096 0.28441776 0.66190395 0.46756636] [ 0.76491541 0.57248441 0.35560788 0.60050608 0.41082784] [ 0.87519362 0.38816401 0.58845466 0.18200495 0.43658633] [ 0.52990574 0.36310195 0.59891471 0.40183712 0.64987556] [ 0.29864548 0.51748594 0.4638624 0.77848353 0.46637106] [ 0.53864745 0.52510161 0.54645073 0.56781966 0.37451901] [ 0.77949548 0.34580109 0.60315406 0.30488025 0.49692306] [ 0.20636311 0.57794599 0.40403972 0.88129576 0.53251146] [ 0.7356984 0.49411205 0.45613 0.36528474 0.4476256 ] [ 0.34310351 0.50360238 0.43284693 0.57179767 0.49198519] [ 0.62576187 0.51644913 0.45149779 0.54271896 0.39912024] [ 0.3937768 0.58518246 0.45047135 0.76809549 0.61689385] [ 0.40200451 0.53762041 0.46317145 0.57495823 0.45915113] [ 0.50012657 0.52717824 0.61149912 0.46738347 0.55228419] [ 0.49687161 0.46185666 0.48827059 0.67375836 0.46743218] [ 0.27796655 0.52418657 0.34635194 0.59984783 0.54063395] [ 0.24096264 0.74283946 0.34281402 0.84537585 0.54316968] [ 0.63115111 0.5247357 0.58200074 0.44878103 0.44947091] [ 0.3463319 0.53804784 0.44382231 0.62405756 0.59558507] [ 0.63933898 0.45671707 0.53396444 0.51002228 0.47593069] [ 0.31454528 0.5256817 0.43450417 0.87936302 0.60528806] [ 0.36893473 0.73330913 0.28614203 0.76724841 0.48020177] [ 0.37564352 0.46311673 0.68077663 0.60485424 0.523033 ] [ 0.27298502 0.60156028 0.48529718 0.6993129 0.51722388] [ 0.1842288 0.56673018 0.52320031 0.88406166 0.55957707] [ 0.6742547 0.24231424 0.4570653 0.28950762 0.46696948] [ 0.3227277 0.47761825 0.49285135 0.55877798 0.59066021] [ 0.78204105 0.45656362 0.51688112 0.29647643 0.39722609] [ 0.26249271 0.60666807 0.44499072 0.8255017 0.46311993] [ 0.59254127 0.56991531 0.39142388 0.65690241 0.58476609] [ 0.35542593 0.57758786 0.58045486 0.51317521 0.42796321] [ 0.46346592 0.57373095 0.46896896 0.60242785 0.58149663] [ 0.70568495 0.45335977 0.56321423 0.21367481 0.46447936] [ 0.4748082 0.6862183 0.27551269 0.60769852 0.41479622] [ 0.68664709 0.46301365 0.47987944 0.52519339 0.42791369] [ 0.6020306 0.67435818 0.42596891 0.64627098 0.50125406] [ 0.31238846 0.53113224 0.5036105 0.59591367 0.62431142] [ 0.27130992 0.48925061 0.55410312 0.86317004 0.40792052] [ 0.48459902 0.5800575 0.29576541 0.61230093 0.43067125] [ 0.22658411 0.52917039 0.51261957 0.73911799 0.681163 ] [ 0.09739429 0.66313948 0.47837646 0.80591402 0.67126641] [ 0.35797294 0.60563958 0.35957075 0.76723799 0.59153323] [ 0.32982378 0.50419502 0.61747424 0.52700858 0.52811362] [ 0.61694299 0.61774449 0.47896496 0.46056938 0.55737824] [ 0.35934524 0.53759632 0.63504567 0.6709959 0.52082328] [ 0.17994056 0.62378358 0.51975091 0.83713147 0.47208531] [ 0.39309836 0.61554957 0.30783736 0.6593848 0.40214985] [ 0.33519805 0.46924194 0.62732173 0.6786067 0.40702093] [ 0.61312949 0.42796069 0.72000778 0.64229815 0.40685332] [ 0.61461625 0.46099821 0.37562483 0.46724596 0.38092103] [ 0.39338664 0.47171376 0.60181295 0.70986844 0.36190763] [ 0.47802109 0.65940314 0.53192606 0.63904399 0.45915726] [ 0.20489375 0.54170179 0.58828926 0.823027 0.59168006] [ 0.4484568 0.52538111 0.38700245 0.56071301 0.45030746] [ 0.46383962 0.45888864 0.4336241 0.6818892 0.35553237] [ 0.60794923 0.51179446 0.49089032 0.41113978 0.48383963] [ 0.66189983 0.4531028 0.57051368 0.33344946 0.41410906] [ 0.56978333 0.45696674 0.62205557 0.39192687 0.51717041] [ 0.45018023 0.63663877 0.46219702 0.62199095 0.37911443] [ 0.49195757 0.37670463 0.4868555 0.65174483 0.48608971] [ 0.36951696 0.50383628 0.46601457 0.63167253 0.36419461] [ 0.61874506 0.40380509 0.59571243 0.62069358 0.46489876] [ 0.40892346 0.46478575 0.52706446 0.64226516 0.61042004] [ 0.66622738 0.43437116 0.61557118 0.49197392 0.33999148] [ 0.49243806 0.42910584 0.44782186 0.43000501 0.38405158] [ 0.13053049 0.63675396 0.36657466 0.93132264 0.5762747 ] [ 0.69778169 0.50356361 0.52407608 0.4430349 0.52163408] [ 0.63823852 0.44977312 0.58907656 0.68499008 0.42435272] [ 0.61108744 0.48142472 0.46665358 0.63929352 0.47557954] [ 0.548592 0.39011325 0.49796085 0.72950027 0.50160965] [ 0.78271272 0.43865988 0.53801141 0.37329483 0.4767047 ] [ 0.6767563 0.4290112 0.57737097 0.32497111 0.40567938] [ 0.33091433 0.4857937 0.49680443 0.69375063 0.55143832] [ 0.33977949 0.66335277 0.4299734 0.74470458 0.52617761] [ 0.45602949 0.38705088 0.44493809 0.69133556 0.44378111] [ 0.31896582 0.69899885 0.25628566 0.80641437 0.5697935 ] [ 0.23127689 0.51468404 0.46936026 0.85284153 0.55583671] [ 0.35971403 0.54243882 0.41399982 0.46838204 0.58138878] [ 0.84585892 0.39351733 0.41025729 0.3166984 0.35374877] [ 0.77466153 0.5025373 0.42081209 0.61196612 0.36109042] [ 0.57278063 0.57358902 0.32044402 0.64740613 0.38910432] [ 0.59406802 0.40424606 0.60844245 0.61092387 0.48463082] Progress: 33.5% ... Training loss: 0.568 ... Validation loss: 0.970[ 0.34089266 0.57223348 0.40378518 0.73643975 0.55886936] [ 0.86599023 0.3520449 0.44332851 0.39109711 0.37308004] [ 0.40103469 0.54812827 0.48004176 0.72237264 0.56590091] [ 0.67454391 0.53156983 0.49254384 0.25021209 0.3875995 ] [ 0.44209385 0.60033812 0.37893238 0.64474442 0.52594136] [ 0.83905879 0.41984492 0.56038791 0.15909034 0.4494581 ] [ 0.21077235 0.75502548 0.32056601 0.87726799 0.50564753] [ 0.61374545 0.53664663 0.53199308 0.46340384 0.4656847 ] [ 0.34474397 0.63571948 0.51285104 0.47286994 0.61989927] [ 0.56257053 0.50036671 0.45214769 0.4017645 0.55438864] [ 0.43070795 0.55505908 0.37058403 0.55953872 0.33125353] [ 0.2126869 0.55456692 0.44205609 0.89154215 0.6729609 ] [ 0.38408984 0.57972836 0.43651271 0.69799635 0.605181 ] [ 0.3011626 0.58469423 0.37001362 0.67430953 0.44085175] [ 0.60792216 0.42534123 0.50964254 0.47177471 0.55684286] [ 0.8868517 0.6027299 0.51093581 0.30418101 0.35900938] [ 0.84142623 0.48531501 0.43732112 0.24122144 0.26807657] [ 0.4433675 0.49974491 0.38443696 0.45108524 0.37045841] [ 0.51011502 0.52178022 0.52118831 0.42354188 0.56424931] [ 0.41584564 0.68044508 0.45931368 0.76685159 0.47729273] [ 0.54860639 0.39905537 0.53725319 0.45144479 0.51235857] [ 0.66611796 0.52255217 0.40462801 0.49312155 0.35865555] [ 0.57893412 0.34779271 0.62749407 0.54097809 0.40489846] [ 0.54309216 0.44622224 0.51682603 0.63617276 0.37055173] [ 0.40300283 0.53525521 0.47143874 0.53212316 0.61627404] [ 0.66348339 0.28371647 0.42370373 0.39842548 0.41507728] [ 0.61673561 0.34772354 0.44957089 0.53707548 0.32916972] [ 0.44954619 0.3921953 0.56115266 0.75329571 0.52088674] [ 0.51633865 0.4481569 0.56970541 0.59977089 0.41095427] [ 0.20508758 0.54211139 0.5880996 0.82302431 0.59183823] [ 0.50982423 0.48892263 0.41327671 0.62932803 0.45119586] [ 0.33683719 0.61206865 0.53211624 0.74775017 0.48272581] [ 0.63382616 0.31588573 0.67976088 0.47650769 0.41633761] [ 0.20829498 0.52516215 0.56121222 0.81368986 0.5966785 ] [ 0.70563779 0.31683739 0.64582153 0.24642978 0.52788051] [ 0.57030986 0.46863991 0.52148336 0.66765045 0.36342677] [ 0.21434546 0.59121275 0.46658871 0.83462621 0.46543986] [ 0.68960202 0.4188773 0.46430205 0.35962447 0.37737032] [ 0.09933579 0.74394947 0.3845037 0.85164492 0.68509283] [ 0.63635226 0.51974384 0.35609623 0.51470791 0.47070202] [ 0.76954792 0.44451454 0.40784429 0.23108345 0.30496157] [ 0.57394529 0.44206578 0.48897811 0.69146934 0.33950609] [ 0.15089375 0.61956465 0.48898363 0.90186123 0.55475276] [ 0.28902355 0.50164783 0.47452042 0.7128111 0.37576406] [ 0.83031903 0.5615728 0.38848949 0.42340486 0.43633302] [ 0.18780958 0.5289958 0.49356783 0.81999852 0.49084738] [ 0.72482015 0.59934686 0.41608497 0.49166629 0.34972076] [ 0.57896321 0.50596557 0.45413361 0.55868404 0.50183572] [ 0.68176548 0.49963905 0.4216678 0.26582505 0.38254686] [ 0.65120634 0.4204406 0.5997913 0.49918965 0.41638397] [ 0.82172711 0.39937945 0.60686313 0.28117867 0.40885875] [ 0.77028922 0.45927997 0.47922965 0.2585755 0.29900576] [ 0.62313538 0.46622966 0.4699398 0.64396052 0.4091882 ] [ 0.52231347 0.54080511 0.34255831 0.57056122 0.47790988] [ 0.78976814 0.36973998 0.50410605 0.38928809 0.51180788] [ 0.31668508 0.57505309 0.40642115 0.55900398 0.59661973] [ 0.11690986 0.67106293 0.33630905 0.91015423 0.47211267] [ 0.67976674 0.46098021 0.50456004 0.40032224 0.336874 ] [ 0.53097118 0.41197048 0.48213955 0.51561456 0.34977173] [ 0.81537249 0.36230931 0.59575282 0.1812143 0.44878401] [ 0.62398578 0.39718024 0.55621852 0.32523724 0.5293793 ] [ 0.64554103 0.44869531 0.64918438 0.45837489 0.34502765] [ 0.86568585 0.31354837 0.43160924 0.09317257 0.27261217] [ 0.48919126 0.4942 0.59993188 0.70229674 0.48927912] [ 0.59467497 0.51473571 0.53999228 0.72102428 0.32045263] [ 0.62490975 0.32176517 0.53308666 0.31037418 0.4905347 ] [ 0.33957509 0.50832517 0.63342369 0.73863149 0.44257911] [ 0.36271321 0.47110152 0.50101214 0.65336031 0.45110709] [ 0.70291123 0.43908886 0.39866756 0.44049609 0.56848548] [ 0.52647331 0.51315288 0.42479329 0.55698037 0.49813228] [ 0.5718193 0.58953757 0.46322593 0.55706234 0.51061175] [ 0.2090276 0.5952222 0.50846822 0.80530232 0.61261819] [ 0.57631253 0.46181157 0.52259858 0.38872414 0.45824704] [ 0.36853459 0.47591075 0.58413472 0.65869638 0.5903233 ] [ 0.69862698 0.47036181 0.57120332 0.29828445 0.43576959] [ 0.23326335 0.59280384 0.45897807 0.86873524 0.66845784] [ 0.58902657 0.52001528 0.46126564 0.37072636 0.47509554] [ 0.53895993 0.52524128 0.54637127 0.56775992 0.37458161] [ 0.77908891 0.38140262 0.62756653 0.25933795 0.50758436] [ 0.44577409 0.51511905 0.43401442 0.65656934 0.34714048] [ 0.63477112 0.67813693 0.35005661 0.61207306 0.37495636] [ 0.4319861 0.60263685 0.36700296 0.50757366 0.41272997] [ 0.62032374 0.5322807 0.3802773 0.64621032 0.43757193] [ 0.83386082 0.45702889 0.63194824 0.22217536 0.46743779] [ 0.45200695 0.54636145 0.52971284 0.53095947 0.53890563] [ 0.69311397 0.49323871 0.60902654 0.40136274 0.46976636] [ 0.84269083 0.44342477 0.57790881 0.32635416 0.40856458] [ 0.40652526 0.42184306 0.50816585 0.79736323 0.53680728] [ 0.48386353 0.65842069 0.35597504 0.78210302 0.58120365] [ 0.70810248 0.53715609 0.43338292 0.34609893 0.4323408 ] [ 0.21319008 0.6870097 0.34065763 0.73672198 0.55389556] [ 0.71154399 0.45299411 0.59465225 0.48740366 0.43299539] [ 0.2311454 0.42696979 0.41333506 0.67618352 0.66655725] [ 0.64697478 0.45638697 0.56503929 0.25632887 0.51892309] [ 0.54128354 0.53815115 0.45818071 0.47392531 0.39944887] [ 0.39131939 0.52735539 0.30034473 0.77115348 0.34863577] [ 0.55178951 0.61645346 0.48887262 0.65722135 0.42192947] [ 0.83596355 0.25268865 0.55624403 0.15812111 0.43960715] [ 0.45533718 0.54766347 0.54010703 0.57996557 0.45267983] [ 0.49008409 0.61384846 0.38641287 0.57246493 0.34607335] [ 0.13177138 0.69536486 0.389371 0.8430236 0.45592172] [ 0.82100308 0.43711492 0.5182368 0.39442745 0.30087857] [ 0.62421346 0.51627653 0.49656075 0.51989211 0.51353802] [ 0.51998019 0.57221005 0.51829975 0.68297689 0.38860828] [ 0.39019684 0.6091621 0.49077714 0.32945614 0.46352942] [ 0.43099117 0.48883331 0.45962568 0.60657951 0.46640698] [ 0.22817179 0.58697919 0.54247505 0.90464271 0.62125582] [ 0.4758075 0.51683131 0.42697513 0.57333171 0.33233644] [ 0.76741688 0.49459425 0.48711769 0.30574121 0.37644058] [ 0.42557231 0.59675255 0.43082755 0.52364794 0.45576106] [ 0.59391455 0.51237706 0.5897757 0.6529704 0.48562395] [ 0.65985328 0.54168205 0.57548259 0.43017954 0.52173656] [ 0.63522475 0.38454684 0.49700533 0.54309864 0.48960596] [ 0.65388201 0.44002749 0.61029195 0.67058788 0.43704375] [ 0.78526383 0.48507145 0.60354067 0.32311307 0.41416274] [ 0.71910769 0.39987065 0.55309555 0.242988 0.36358873] [ 0.75770272 0.49439713 0.53223505 0.40731085 0.3748503 ] [ 0.13702851 0.52403069 0.41138937 0.91109988 0.44555923] [ 0.24274035 0.663092 0.46925061 0.78517446 0.56230514] [ 0.75116739 0.47491576 0.48438155 0.32915463 0.4403454 ] [ 0.57613035 0.53425087 0.57421121 0.66534497 0.42236529] [ 0.37834151 0.57156361 0.40133605 0.77350892 0.47604551] [ 0.69663603 0.33398729 0.52731086 0.31829042 0.55027868] [ 0.26174324 0.44763982 0.61138338 0.6777833 0.64039612] [ 0.57257982 0.50777551 0.42390508 0.60473913 0.34829206] [ 0.26270308 0.53627781 0.61329046 0.70951474 0.55346453] [ 0.52442093 0.47402591 0.41771792 0.53164241 0.48271918] [ 0.45335651 0.57121454 0.42725438 0.74992703 0.43552693] Progress: 33.5% ... Training loss: 0.568 ... Validation loss: 0.972[ 0.7082814 0.52290854 0.45736663 0.44295986 0.32773013] [ 0.5774697 0.55151148 0.54524209 0.44703155 0.3391418 ] [ 0.26077473 0.55888072 0.49362042 0.78729326 0.53221266] [ 0.38613795 0.63022954 0.55002818 0.73863587 0.58132673] [ 0.62377957 0.47448072 0.49366237 0.51462332 0.4288863 ] [ 0.40749335 0.70152281 0.55212754 0.63606927 0.60739248] [ 0.67111018 0.40807848 0.43318156 0.43715793 0.35592236] [ 0.25975659 0.49613477 0.45289119 0.86658429 0.49293851] [ 0.42681543 0.47205371 0.46469798 0.35944796 0.60901264] [ 0.17019928 0.66866265 0.39639455 0.90258801 0.4435307 ] [ 0.72509209 0.59922537 0.41614448 0.49142188 0.34967162] [ 0.3919153 0.46310511 0.52852569 0.48255883 0.54371061] [ 0.4578571 0.64744473 0.49415719 0.75502134 0.57426032] [ 0.32656342 0.57776287 0.4546737 0.59366876 0.42628239] [ 0.54196409 0.4370409 0.62486582 0.6291616 0.41212284] [ 0.44199669 0.5090911 0.45111548 0.50605857 0.49817233] [ 0.66937723 0.39561497 0.38275108 0.47989339 0.54481706] [ 0.38070514 0.57265467 0.49776265 0.47865988 0.58149512] [ 0.73765878 0.42936002 0.48656105 0.26537096 0.40881264] [ 0.46906051 0.45612415 0.34853425 0.61929884 0.48421495] [ 0.2435386 0.46182145 0.43007586 0.86532925 0.54502484] [ 0.52696155 0.56095422 0.46212239 0.32805037 0.33879214] [ 0.74734112 0.46389554 0.35884954 0.35160447 0.45379184] [ 0.60038757 0.46965764 0.46658851 0.35097271 0.40912645] [ 0.45184767 0.45332117 0.49589967 0.63361047 0.4700756 ] [ 0.6228397 0.44037885 0.57000312 0.33156118 0.35082688] [ 0.64472081 0.33955559 0.59985986 0.25484038 0.49293359] [ 0.6845898 0.2584139 0.50352124 0.27798424 0.44303603] [ 0.67222873 0.54727986 0.59537186 0.48178864 0.43324826] [ 0.42290251 0.46580339 0.40173241 0.37896845 0.52028773] [ 0.26485627 0.55208393 0.42233228 0.72295431 0.5000776 ] [ 0.40828133 0.63311042 0.42806662 0.64967629 0.38037532] [ 0.43599984 0.6039367 0.46168492 0.71181108 0.34488522] [ 0.4434538 0.52396688 0.38814294 0.60548969 0.39841687] [ 0.74046999 0.30337636 0.48084039 0.34923486 0.44713362] [ 0.86762045 0.33626649 0.53047062 0.25327086 0.41224027] [ 0.61718649 0.54425133 0.51078897 0.60564294 0.37275537] [ 0.69757294 0.36618499 0.54424345 0.41228622 0.53806278] [ 0.60305584 0.45137166 0.45672715 0.46408576 0.51514638] [ 0.89654951 0.32767474 0.47248495 0.18527482 0.39627674] [ 0.5514681 0.42829706 0.6145917 0.73313515 0.46408367] [ 0.33662139 0.54657402 0.6147229 0.78905241 0.48097243] [ 0.67563947 0.43552104 0.55238639 0.68729466 0.39920302] [ 0.71543152 0.59615872 0.36491633 0.32328632 0.3697537 ] [ 0.59073099 0.5777541 0.55389265 0.67498042 0.29972585] [ 0.60090783 0.39469534 0.46752003 0.38717569 0.35286488] [ 0.77617261 0.3465682 0.45769011 0.15160964 0.40274445] [ 0.42922105 0.51059469 0.59864556 0.72895086 0.53370208] [ 0.73207259 0.53332202 0.41322447 0.58496708 0.52176532] [ 0.45424477 0.49770297 0.56710266 0.40342104 0.62689079] [ 0.42039281 0.66279295 0.40884926 0.82411312 0.56501778] [ 0.28945935 0.55816064 0.54141609 0.54820172 0.55460907] [ 0.61816005 0.44266014 0.58901844 0.62671588 0.41600394] [ 0.56613458 0.39955963 0.62108699 0.60144919 0.44377967] [ 0.2350384 0.64696676 0.32929496 0.81522115 0.40637872] [ 0.30295894 0.52401951 0.38938356 0.79145913 0.47209701] [ 0.88992847 0.38754306 0.53542304 0.27027321 0.34040041] [ 0.51852739 0.55379006 0.30049771 0.49575018 0.4375367 ] [ 0.60474958 0.44567445 0.36484676 0.64399911 0.47330795] [ 0.39958413 0.53650007 0.5655606 0.70895276 0.42453261] [ 0.67857992 0.3883841 0.50676806 0.33266375 0.38304057] [ 0.54438191 0.50537915 0.46891717 0.44494481 0.44067336] [ 0.3467127 0.57670344 0.46841641 0.70821294 0.59880495] [ 0.51870994 0.55637279 0.49402935 0.48499827 0.56901056] [ 0.21671712 0.50251347 0.56251305 0.86407134 0.62107803] [ 0.85602954 0.37315147 0.56512269 0.15276746 0.43241186] [ 0.6546454 0.4201089 0.55605103 0.52066353 0.48854476] [ 0.30179998 0.52870641 0.36242243 0.79147921 0.37861228] [ 0.48836421 0.54234136 0.53315842 0.68403124 0.41356972] [ 0.53121364 0.46406489 0.5281418 0.73679664 0.43825865] [ 0.73041108 0.43600215 0.5953219 0.52885355 0.42530052] [ 0.42039281 0.66279295 0.40884926 0.82411312 0.56501778] [ 0.35204626 0.64154463 0.44866544 0.7317373 0.48952603] [ 0.79991361 0.47106913 0.5084176 0.33782118 0.36782167] [ 0.8005752 0.39148319 0.50801956 0.26851224 0.3707293 ] [ 0.65877541 0.57842478 0.49925383 0.52890288 0.33673785] [ 0.61154006 0.51934095 0.42225294 0.30891178 0.38154505] [ 0.35418884 0.59538806 0.49506943 0.71749538 0.4159092 ] [ 0.60716287 0.45149722 0.50749065 0.50694925 0.49020532] [ 0.48437457 0.4244508 0.47119961 0.60415484 0.47466331] [ 0.71805659 0.37429419 0.55955653 0.19591494 0.46703785] [ 0.5417599 0.47023131 0.57547106 0.69131446 0.46651968] [ 0.52409678 0.50732033 0.51972613 0.67598953 0.37685161] [ 0.35171606 0.57276733 0.36724151 0.61008938 0.37089347] [ 0.70371614 0.51855502 0.36462659 0.54012667 0.43969349] [ 0.78595971 0.36277749 0.3862977 0.36245335 0.42558715] [ 0.78171608 0.39881335 0.56333412 0.31891061 0.46887072] [ 0.55423161 0.38247678 0.45930692 0.47009741 0.65941541] [ 0.51016244 0.49799387 0.40064093 0.45429678 0.4700236 ] [ 0.66846556 0.34743073 0.50014809 0.59284116 0.3029465 ] [ 0.49745525 0.65495198 0.40623227 0.76352681 0.51787182] [ 0.85652441 0.32419405 0.58556189 0.13441477 0.38099952] [ 0.11826342 0.63248224 0.46554128 0.94059141 0.50731475] [ 0.28964627 0.51342572 0.44774598 0.69984376 0.40140363] [ 0.66081769 0.59361259 0.5698712 0.53707344 0.46333465] [ 0.83959008 0.40985844 0.60079174 0.18831087 0.36076324] [ 0.63216735 0.42729333 0.42904691 0.51293168 0.42794845] [ 0.64523975 0.34244826 0.64968493 0.27087091 0.51776662] [ 0.26058067 0.63228244 0.35803853 0.44627951 0.5843004 ] [ 0.1760145 0.5697287 0.49890673 0.81434645 0.64565861] [ 0.57222291 0.51954163 0.35240189 0.51402515 0.42066602] [ 0.8235652 0.35322577 0.497341 0.31291287 0.37590471] [ 0.69634076 0.58811786 0.50921636 0.4239222 0.4918758 ] [ 0.66022699 0.51595442 0.62948293 0.43390194 0.42667264] [ 0.36536527 0.47324729 0.57663334 0.70292691 0.58814037] [ 0.58073296 0.57826771 0.57375741 0.57034321 0.36220187] [ 0.32393206 0.62234628 0.53148444 0.60506262 0.55370928] [ 0.35529848 0.58866361 0.53474968 0.57636876 0.42406014] [ 0.50588217 0.5631373 0.50965488 0.36887929 0.42000031] [ 0.30787406 0.50692071 0.61799919 0.79100465 0.54407186] [ 0.59350655 0.52131933 0.3657909 0.53144646 0.3940427 ] [ 0.80655755 0.3508835 0.52178738 0.2897392 0.3947888 ] [ 0.84105875 0.38394445 0.63099667 0.19219969 0.36459299] [ 0.59844462 0.45692459 0.43194946 0.4497049 0.39308701] [ 0.41043595 0.61724817 0.50467111 0.48920083 0.54051529] [ 0.3821789 0.53799821 0.47469522 0.53564871 0.39563929] [ 0.69632184 0.48006057 0.55437517 0.58914719 0.47780223] [ 0.72722477 0.44909081 0.57583649 0.5262622 0.43471452] [ 0.71151481 0.35869026 0.71567839 0.23300269 0.48131896] [ 0.42089383 0.46343602 0.50568291 0.5629369 0.38691171] [ 0.22765027 0.7296312 0.29332662 0.84509382 0.58736816] [ 0.26352033 0.59598502 0.42040761 0.9064659 0.62870819] [ 0.48029322 0.39291825 0.48884148 0.62486355 0.59816245] [ 0.75981735 0.41843735 0.44881546 0.27906762 0.43187692] [ 0.49990083 0.48462193 0.52069531 0.32770925 0.52224277] [ 0.50446162 0.52342315 0.52589907 0.61829236 0.53338489] [ 0.71952332 0.54273929 0.50173481 0.46137675 0.41921651] [ 0.90757821 0.33594146 0.6175435 0.12546565 0.36351012] Progress: 33.6% ... Training loss: 0.567 ... Validation loss: 0.968[ 0.60388213 0.55360078 0.44243739 0.50799931 0.55148294] [ 0.42986059 0.55557137 0.37038415 0.55998699 0.3314237 ] [ 0.68227346 0.34065642 0.52092642 0.45773118 0.4587893 ] [ 0.60341651 0.49932438 0.53138898 0.66180404 0.33826349] [ 0.56790699 0.38146737 0.58020385 0.54238616 0.45880578] [ 0.45094773 0.64121533 0.33499395 0.68824205 0.37774146] [ 0.79735461 0.42729103 0.59567941 0.19438104 0.46979045] [ 0.70670592 0.41012911 0.56966964 0.27908631 0.4076838 ] [ 0.2557043 0.64154189 0.26968349 0.87111287 0.51602575] [ 0.77531367 0.31317159 0.57456107 0.33343271 0.49831605] [ 0.52553022 0.49956753 0.41647442 0.65849415 0.36233543] [ 0.11626901 0.50856283 0.38046459 0.86375981 0.57827089] [ 0.23231256 0.51595757 0.39065204 0.53773432 0.69695472] [ 0.38502297 0.51365915 0.50631246 0.51137193 0.30300475] [ 0.78450466 0.46397125 0.51436217 0.32554492 0.33089552] [ 0.63864227 0.44080088 0.5660016 0.37658568 0.55986002] [ 0.68155414 0.51774135 0.5462839 0.50537076 0.42960547] [ 0.66454179 0.44524103 0.43488729 0.3524678 0.45487897] [ 0.38358224 0.51444796 0.40675655 0.67914378 0.46535477] [ 0.25726817 0.56984142 0.59817807 0.65551421 0.69171705] [ 0.50889938 0.40856477 0.57972438 0.75969397 0.52964733] [ 0.86838184 0.37295822 0.49438633 0.1119742 0.33931786] [ 0.64475015 0.45132574 0.51096115 0.52003194 0.45615728] [ 0.84601259 0.51209549 0.42398932 0.29894958 0.37648848] [ 0.73631047 0.38520227 0.5948482 0.32774247 0.43221257] [ 0.66789208 0.42504391 0.53519586 0.35872645 0.29222471] [ 0.62527559 0.48942494 0.56951246 0.67910686 0.445494 ] [ 0.64032301 0.44432203 0.48206804 0.57626622 0.31290628] [ 0.24642419 0.6928513 0.33045555 0.70643492 0.51523972] [ 0.54569897 0.47996546 0.46294243 0.50429719 0.5968066 ] [ 0.57469516 0.42628495 0.39776575 0.60142125 0.36919269] [ 0.54553737 0.43910022 0.59905771 0.36730092 0.43184432] [ 0.45684318 0.51948721 0.47666899 0.47006743 0.42886318] [ 0.79819246 0.56835267 0.24288723 0.51713724 0.22487327] [ 0.63628373 0.38094711 0.71096632 0.4316057 0.50421986] [ 0.32236086 0.4957368 0.51556888 0.59553457 0.51741961] [ 0.16955801 0.57835708 0.5395514 0.91549724 0.56052417] [ 0.46829845 0.56546321 0.40250732 0.37723882 0.39891974] [ 0.83046435 0.41399958 0.53753759 0.26693282 0.41377932] [ 0.69687811 0.50400027 0.52390148 0.44336276 0.52179758] [ 0.58520139 0.40277696 0.73173281 0.64951553 0.32520286] [ 0.35263761 0.54489348 0.52632896 0.81813401 0.52395855] [ 0.43371252 0.51037503 0.48996749 0.71992145 0.53789345] [ 0.65484853 0.49154313 0.41450016 0.41978494 0.46462443] [ 0.83525226 0.37984613 0.51199003 0.1858152 0.3922803 ] [ 0.44870974 0.59453688 0.5227321 0.74603715 0.44069158] [ 0.62437812 0.4472296 0.60393549 0.59229066 0.40863155] [ 0.64841947 0.45030137 0.43570715 0.407312 0.4474342 ] [ 0.43178288 0.6040389 0.3646441 0.65176453 0.48689943] [ 0.34789604 0.45800772 0.55905196 0.48545557 0.55995592] [ 0.7321793 0.52062252 0.43551928 0.45420714 0.32182775] [ 0.2996628 0.65087872 0.45925106 0.74308272 0.60251721] [ 0.59683258 0.33597558 0.63194767 0.5680828 0.4735008 ] [ 0.71642411 0.423496 0.32423018 0.43446881 0.39386537] [ 0.63481918 0.33658896 0.50510543 0.60798774 0.30384619] [ 0.50326139 0.53198019 0.44473584 0.51059452 0.42616419] [ 0.69460803 0.53454625 0.48437095 0.38287 0.55723898] [ 0.87707264 0.31096776 0.61075125 0.1447075 0.40625104] [ 0.16027249 0.58953714 0.3895784 0.80638473 0.63826522] [ 0.55595381 0.46207401 0.52882396 0.64721134 0.32819132] [ 0.22779809 0.66373615 0.42242312 0.67768456 0.46557931] [ 0.81530512 0.43556771 0.43168001 0.17689014 0.27128978] [ 0.25195428 0.58774977 0.40697005 0.80297407 0.45382855] [ 0.79884004 0.34023482 0.42026481 0.43989051 0.33575407] [ 0.52467755 0.57837179 0.30811105 0.4783573 0.38520067] [ 0.69750856 0.56304399 0.56885672 0.41603178 0.46672961] [ 0.57758084 0.41506339 0.59016581 0.29014737 0.43644102] [ 0.55633653 0.57091862 0.48520535 0.60498092 0.42150695] [ 0.46913471 0.64642163 0.40711781 0.66692957 0.45539825] [ 0.61882348 0.51327947 0.56897051 0.52746906 0.4550237 ] [ 0.42380727 0.45762473 0.34527219 0.7849533 0.32415865] [ 0.53580002 0.52843882 0.4742183 0.42216045 0.54929818] [ 0.83367779 0.49774457 0.25698865 0.40564914 0.30099725] [ 0.30603605 0.60591844 0.41359285 0.58652864 0.42907988] [ 0.57687039 0.62426706 0.33910292 0.54311416 0.3744892 ] [ 0.14792293 0.65696256 0.34134738 0.90728271 0.47735748] [ 0.24885781 0.69425179 0.30273068 0.78724493 0.45349913] [ 0.44866633 0.56918516 0.50735359 0.54954843 0.630439 ] [ 0.38752188 0.66433523 0.49755643 0.65050602 0.36960661] [ 0.34458561 0.56826767 0.42497586 0.72664976 0.50283102] [ 0.49949887 0.50129151 0.50648886 0.62557082 0.31407992] [ 0.77531367 0.31317159 0.57456107 0.33343271 0.49831605] [ 0.61154884 0.56708722 0.50066501 0.46778511 0.47304421] [ 0.45476106 0.4798436 0.50858205 0.78039381 0.56326773] [ 0.27320599 0.52133543 0.42178339 0.68389147 0.42899265] [ 0.56082087 0.46274153 0.55158881 0.60399938 0.32306325] [ 0.53892931 0.66897667 0.4188826 0.55740854 0.41406168] [ 0.4936328 0.49261503 0.44259954 0.64543588 0.27076754] [ 0.78203226 0.40528243 0.58552055 0.28805317 0.49573801] [ 0.86552072 0.34431808 0.62128676 0.14031826 0.38089137] [ 0.1986552 0.70898485 0.46837624 0.77621782 0.54668717] [ 0.7413559 0.32230212 0.54741273 0.5099555 0.38416971] [ 0.12460605 0.65042745 0.38024791 0.92544102 0.44990829] [ 0.07036191 0.57118444 0.51990541 0.87488324 0.59691212] [ 0.11709808 0.71560361 0.33595111 0.76479414 0.50272866] [ 0.62875206 0.41056951 0.51404763 0.40780018 0.51043379] [ 0.43392272 0.61458971 0.3623512 0.55511495 0.47174673] [ 0.45833843 0.61490683 0.31307456 0.70551528 0.49514612] [ 0.57282002 0.46541495 0.53871561 0.44702444 0.47118703] [ 0.29109509 0.49984598 0.45372889 0.78268075 0.45296477] [ 0.5961282 0.38929316 0.54765044 0.58949709 0.34702347] [ 0.71208312 0.37085601 0.47887232 0.20970564 0.36170278] [ 0.48853221 0.58668503 0.38882398 0.50232946 0.49747199] [ 0.74588399 0.37698381 0.54443798 0.26300906 0.49411869] [ 0.68736018 0.38652676 0.54317774 0.38598234 0.51227827] [ 0.5339658 0.53221817 0.46149955 0.60509129 0.3349244 ] [ 0.16124358 0.55206417 0.42355815 0.88258317 0.49200384] [ 0.30456072 0.65072636 0.29224629 0.60930659 0.42384571] [ 0.77328501 0.35587479 0.52927452 0.22812159 0.33819514] [ 0.504967 0.58301717 0.4236215 0.64393213 0.37644048] [ 0.56827008 0.45301831 0.36861169 0.5608826 0.42253671] [ 0.46901111 0.47518285 0.30508677 0.46663267 0.4296184 ] [ 0.38897233 0.56498922 0.50917154 0.6148887 0.44333453] [ 0.35426506 0.60020451 0.4365336 0.75629382 0.45444732] [ 0.49211268 0.59773998 0.55193764 0.57113443 0.47297842] [ 0.34110666 0.47084038 0.58657048 0.83828343 0.50304181] [ 0.36949954 0.62827718 0.34073442 0.52619843 0.49571207] [ 0.71196354 0.34304865 0.40623149 0.24609777 0.34264237] [ 0.42293076 0.66679943 0.3411503 0.79037033 0.49670175] [ 0.58908618 0.47100934 0.60261925 0.60129397 0.46416518] [ 0.59660521 0.63134894 0.43334461 0.58322368 0.36313069] [ 0.30413092 0.53676482 0.50309358 0.80751122 0.48541486] [ 0.41009178 0.52215541 0.42311151 0.6550252 0.38780641] [ 0.71821534 0.4158752 0.53799928 0.29074884 0.48521432] [ 0.51889532 0.48990759 0.50484386 0.46171818 0.46917814] [ 0.73461124 0.47112912 0.62980373 0.30286518 0.57758086] [ 0.64036673 0.47440667 0.50437632 0.39820079 0.42832712] [ 0.45573634 0.48687897 0.37732328 0.570318 0.50236822] Progress: 33.6% ... Training loss: 0.567 ... Validation loss: 0.965[ 0.24963452 0.53091567 0.5416258 0.84094868 0.52489943] [ 0.83254376 0.47225969 0.51867211 0.45745893 0.37386222] [ 0.74441045 0.52753113 0.45131017 0.22077341 0.33965066] [ 0.66826263 0.41105134 0.56841649 0.66123762 0.38408242] [ 0.22752937 0.47141033 0.53120661 0.76513734 0.51117367] [ 0.80688669 0.40476739 0.3749238 0.17890302 0.30876757] [ 0.52253457 0.41357956 0.45248938 0.48754815 0.34537437] [ 0.63568915 0.52958149 0.41791327 0.52645203 0.3528413 ] [ 0.55004324 0.45405325 0.4195304 0.64106383 0.35182994] [ 0.86264789 0.36261233 0.57004432 0.17929104 0.40515194] [ 0.51078438 0.51067469 0.50267866 0.63873279 0.46943734] [ 0.3861575 0.55548896 0.41893932 0.61178569 0.38586041] [ 0.29127528 0.61521479 0.46256806 0.55668871 0.60976863] [ 0.69993009 0.41011893 0.58669746 0.45868322 0.46872661] [ 0.66194738 0.42786704 0.67025471 0.62754919 0.36017235] [ 0.76824474 0.28171255 0.62773177 0.21303477 0.39112272] [ 0.46217322 0.46755161 0.62042616 0.75086953 0.43091374] [ 0.41103582 0.52975457 0.39880679 0.5489889 0.45967383] [ 0.80904945 0.36855529 0.68507409 0.18579639 0.37306545] [ 0.42487619 0.48292351 0.55485476 0.74052135 0.51809146] [ 0.3617498 0.45095041 0.57195984 0.81941766 0.59585674] [ 0.8126387 0.48028013 0.4289055 0.32490106 0.27917261] [ 0.24929063 0.57315368 0.52928995 0.78814594 0.49824024] [ 0.19337986 0.60357705 0.45147179 0.90844393 0.53998388] [ 0.58222496 0.59161104 0.59033378 0.55442731 0.47719301] [ 0.62920309 0.50172836 0.40298968 0.40830435 0.3391081 ] [ 0.58937952 0.52566977 0.40808868 0.4643078 0.3764857 ] [ 0.40441533 0.52436586 0.47964286 0.74219017 0.43861093] [ 0.37656154 0.51262566 0.51072617 0.841662 0.38028744] [ 0.43978305 0.52123347 0.57386472 0.80457088 0.42453687] [ 0.84337274 0.49366766 0.50101998 0.24039623 0.40478846] [ 0.71185724 0.37889299 0.46174706 0.27327204 0.33703614] [ 0.50342949 0.53595922 0.4518241 0.46391493 0.51748926] [ 0.75587452 0.39769186 0.48552177 0.32125931 0.32258525] [ 0.78936967 0.47372983 0.59590722 0.34027991 0.35550511] [ 0.56146862 0.49795216 0.39558834 0.67100328 0.29771049] [ 0.39127437 0.61196278 0.32397184 0.69832513 0.41543157] [ 0.50976925 0.66147925 0.39530338 0.67879036 0.41313047] [ 0.57758335 0.35268253 0.49099319 0.4064139 0.40091826] [ 0.64548325 0.42208901 0.6663076 0.30348026 0.49433471] [ 0.27929218 0.60771453 0.44006151 0.59328561 0.42295255] [ 0.74212724 0.39633089 0.65498427 0.33479392 0.35716985] [ 0.75146067 0.36952098 0.6250602 0.25231423 0.432432 ] [ 0.43706801 0.69722499 0.54096123 0.65244228 0.58599096] [ 0.61304687 0.43654136 0.56253814 0.4356413 0.43548633] [ 0.40379427 0.57096325 0.49603711 0.57336646 0.49113679] [ 0.34569274 0.49435041 0.53536221 0.77236026 0.52676159] [ 0.62109061 0.57510018 0.48692071 0.54396917 0.53570886] [ 0.82443018 0.33836886 0.54383769 0.25355168 0.43494388] [ 0.52802896 0.53674609 0.46615596 0.48462152 0.4990564 ] [ 0.74175845 0.51839995 0.43591574 0.59480971 0.31466163] [ 0.34905399 0.57131035 0.38374051 0.69095352 0.30949184] [ 0.46648996 0.54693808 0.39867116 0.46369087 0.38392936] [ 0.29094815 0.67568194 0.33915312 0.58804316 0.50600373] [ 0.40134193 0.51505338 0.53678884 0.72039466 0.50037585] [ 0.30767939 0.57624418 0.419888 0.78884398 0.64002969] [ 0.68613772 0.52961948 0.41649186 0.3750002 0.36153771] [ 0.30478448 0.60569919 0.50579335 0.59215553 0.44119636] [ 0.6963136 0.52337891 0.61114838 0.44282427 0.42696167] [ 0.26706647 0.49167491 0.48686852 0.72653413 0.53611963] [ 0.42254485 0.58456326 0.42371824 0.46392943 0.41903713] [ 0.62067693 0.42972677 0.50670966 0.4490216 0.4975126 ] [ 0.5814415 0.65490493 0.41199364 0.77382092 0.49230492] [ 0.81527585 0.4275317 0.34831913 0.38939717 0.35299084] [ 0.47782421 0.50664968 0.44033119 0.59624235 0.60582195] [ 0.84050658 0.47261612 0.41842807 0.24160779 0.31850344] [ 0.8272767 0.38101321 0.50459784 0.24556126 0.44970662] [ 0.64663084 0.44561424 0.45696557 0.3826458 0.37677919] [ 0.36248958 0.57679073 0.39124764 0.35048685 0.52860032] [ 0.75008216 0.382708 0.51137905 0.20212722 0.43290943] [ 0.22375786 0.57129148 0.28928767 0.87365311 0.53925781] [ 0.57554153 0.48862382 0.3910336 0.59005152 0.33382998] [ 0.18501433 0.67970145 0.42673568 0.77529962 0.54871697] [ 0.39994308 0.49437827 0.48513147 0.67220913 0.61295104] [ 0.76906612 0.4890078 0.44193976 0.46961217 0.36653161] [ 0.88080401 0.36657449 0.47952676 0.31060735 0.40106338] [ 0.13259732 0.54786461 0.45455275 0.9164363 0.54863737] [ 0.54525394 0.4984484 0.52649156 0.71939884 0.33196571] [ 0.51783131 0.45649638 0.61538239 0.53216414 0.56795502] [ 0.56686497 0.35751941 0.49208333 0.63508959 0.39371762] [ 0.1818898 0.48528929 0.39845174 0.76019939 0.49779321] [ 0.83597839 0.38825984 0.59848845 0.16481921 0.37135529] [ 0.68613772 0.52961948 0.41649186 0.3750002 0.36153771] [ 0.71755567 0.41107155 0.58086651 0.29807006 0.39428504] [ 0.49808809 0.64496243 0.34596018 0.5260543 0.48676383] [ 0.4744075 0.50586081 0.56616135 0.81640923 0.45620621] [ 0.61954308 0.40711616 0.52188169 0.72174696 0.41255734] [ 0.76988996 0.52732976 0.5619764 0.37493457 0.41496737] [ 0.10299177 0.59345288 0.42857361 0.91837651 0.52295713] [ 0.61212183 0.41801496 0.44471189 0.38533491 0.59473494] [ 0.31700371 0.45648394 0.41510719 0.76104308 0.57008213] [ 0.31536751 0.52611454 0.43433703 0.87903335 0.60553035] [ 0.28167645 0.42523727 0.51014042 0.77930899 0.7091183 ] [ 0.71243642 0.37099894 0.52572298 0.27091313 0.49935002] [ 0.58756413 0.38850673 0.52357512 0.17657953 0.48829778] [ 0.28257283 0.60837738 0.53004298 0.79876667 0.65346013] [ 0.73616616 0.44661618 0.49431601 0.48804243 0.37813641] [ 0.61945169 0.38758958 0.4448922 0.54220096 0.54450722] [ 0.40185523 0.62976381 0.46592995 0.68291094 0.5268223 ] [ 0.49641475 0.55260765 0.42888596 0.41678441 0.40916054] [ 0.35691544 0.65971438 0.50085322 0.66848773 0.63216079] [ 0.49984824 0.50441454 0.38268551 0.44083062 0.38462835] [ 0.18037822 0.42879411 0.50906407 0.81563134 0.61952102] [ 0.52244553 0.4968579 0.4231605 0.33719395 0.4007619 ] [ 0.62057614 0.48730641 0.52575568 0.38761363 0.49147862] [ 0.23203114 0.54516903 0.36701997 0.84382863 0.43559017] [ 0.57108979 0.49571358 0.5036876 0.47475687 0.31223837] [ 0.71217488 0.28645605 0.45527703 0.32028069 0.38788739] [ 0.37190272 0.57291871 0.4846581 0.77230793 0.5905075 ] [ 0.56027605 0.53078761 0.50726076 0.6193225 0.50942095] [ 0.14094454 0.56660969 0.41817364 0.87741743 0.43088832] [ 0.52480259 0.56203139 0.46165981 0.32887713 0.33918491] [ 0.66001486 0.3750419 0.40882013 0.37805363 0.37794668] [ 0.54315493 0.52569604 0.35858991 0.36000149 0.36762755] [ 0.87656439 0.39746648 0.5141612 0.32269114 0.41361993] [ 0.45969802 0.40982736 0.59362306 0.70724069 0.47257197] [ 0.44689515 0.43561273 0.58611586 0.71987241 0.38736228] [ 0.69220384 0.58130124 0.53925068 0.53900107 0.43371746] [ 0.32463942 0.60903469 0.44865704 0.58744725 0.42740306] [ 0.70512997 0.37495725 0.58061012 0.52459657 0.39453749] [ 0.33147461 0.50387352 0.51844789 0.82921495 0.37230892] [ 0.32995404 0.57724102 0.58597812 0.78329338 0.58491741] [ 0.58801266 0.53692251 0.43558002 0.52257223 0.53908381] [ 0.74910122 0.49056946 0.50307564 0.27666497 0.41103102] [ 0.41492767 0.6175787 0.52744408 0.60578802 0.51334747] [ 0.33298271 0.57886038 0.37068382 0.63431263 0.36677761] [ 0.66018362 0.40178871 0.66436072 0.21737296 0.33609528] [ 0.46688673 0.4916131 0.57380779 0.6452387 0.42392928] Progress: 33.7% ... Training loss: 0.566 ... Validation loss: 0.967[ 0.36120552 0.57906735 0.49485671 0.47383165 0.53945573] [ 0.74060332 0.50797577 0.42990711 0.57107724 0.37748498] [ 0.26322422 0.53063336 0.420698 0.76024534 0.61372933] [ 0.55558017 0.6650538 0.41626109 0.64148543 0.434955 ] [ 0.59986491 0.401568 0.45081266 0.56778458 0.29989678] [ 0.36466576 0.49744197 0.43964307 0.48670141 0.41377891] [ 0.40385262 0.48333747 0.56411649 0.52920811 0.56524007] [ 0.66647318 0.34091358 0.47359453 0.23803776 0.38190613] [ 0.61882626 0.58255563 0.52951386 0.52376448 0.51957738] [ 0.6483138 0.43812614 0.59794073 0.57582222 0.33328269] [ 0.5542176 0.46229355 0.55990424 0.55921858 0.42783391] [ 0.3419529 0.47474491 0.47639178 0.70438619 0.37711489] [ 0.79512116 0.35769526 0.60375477 0.21646977 0.40196246] [ 0.70226707 0.44361005 0.56053644 0.24124898 0.46237682] [ 0.51927738 0.49957154 0.45253446 0.64848099 0.56345944] [ 0.63615922 0.40117532 0.57154073 0.48275013 0.50036533] [ 0.34230115 0.59247442 0.38027706 0.79662041 0.52289903] [ 0.50626529 0.43400861 0.45113168 0.65552715 0.38479523] [ 0.77729453 0.36152699 0.64874247 0.33752869 0.45862408] [ 0.86423441 0.41370491 0.53151686 0.25006052 0.32724911] [ 0.50800899 0.52937791 0.45847273 0.38542233 0.41791998] [ 0.79567457 0.47582411 0.56043041 0.33678871 0.42686285] [ 0.3820906 0.55619207 0.44719888 0.69405869 0.38728487] [ 0.66840497 0.42811947 0.58965738 0.61605733 0.40951422] [ 0.59084613 0.66907383 0.3235885 0.57316449 0.32758388] [ 0.16801627 0.5321775 0.46676568 0.71119114 0.6020051 ] [ 0.72731974 0.38622301 0.565969 0.32420322 0.4227507 ] [ 0.63280339 0.4131616 0.65189493 0.61625734 0.366041 ] [ 0.74596272 0.54842749 0.55306803 0.47648133 0.3530977 ] [ 0.74344394 0.52387918 0.42515058 0.33175182 0.37087822] [ 0.46955052 0.4984348 0.46505656 0.57276427 0.38169732] [ 0.21321199 0.49962434 0.37784157 0.65003578 0.5158064 ] [ 0.31963708 0.57209195 0.60186899 0.84167262 0.48219468] [ 0.68213778 0.43781683 0.5264865 0.31813451 0.48013885] [ 0.59570032 0.49963908 0.45981689 0.28788223 0.51268322] [ 0.552821 0.34288996 0.44618191 0.7039203 0.36622701] [ 0.24119031 0.56785929 0.48888721 0.88084203 0.4961913 ] [ 0.52903237 0.53141194 0.52441511 0.55463743 0.6201794 ] [ 0.42093839 0.56013325 0.33010351 0.67752121 0.4844861 ] [ 0.2550118 0.55293667 0.32745255 0.56722806 0.57658109] [ 0.59217517 0.3964818 0.47859433 0.66948762 0.31506923] [ 0.18960068 0.64398721 0.51341786 0.89432589 0.60994425] [ 0.64862761 0.4573952 0.49117361 0.48527134 0.31148746] [ 0.16747529 0.67677955 0.30650005 0.77776275 0.52363529] [ 0.64271841 0.3714502 0.49672438 0.5450454 0.48827546] [ 0.84972543 0.49897064 0.34002714 0.38205936 0.3116492 ] [ 0.5785682 0.45008135 0.48500888 0.67368051 0.31503117] [ 0.1621997 0.74110177 0.27009436 0.87767591 0.60757396] [ 0.19253796 0.52739918 0.42731644 0.86908962 0.466383 ] [ 0.56119741 0.57119196 0.52821203 0.65080863 0.42289454] [ 0.63028324 0.44496952 0.56118797 0.69012783 0.35737286] [ 0.84043757 0.5030283 0.53594153 0.37502507 0.45062156] [ 0.1926836 0.50866447 0.44129999 0.87357026 0.49921568] [ 0.90475613 0.51124009 0.46846298 0.26421392 0.33267768] [ 0.3994131 0.63667947 0.46131496 0.79882222 0.41629609] [ 0.27358905 0.69767071 0.36089759 0.83667058 0.50863975] [ 0.63355595 0.6789352 0.34971348 0.61249546 0.37532728] [ 0.47942565 0.67313319 0.41166643 0.61840306 0.40707637] [ 0.50601092 0.58595108 0.46794387 0.65412432 0.38292568] [ 0.60185909 0.3802198 0.62363561 0.28589466 0.60045885] [ 0.45057161 0.59127277 0.42411464 0.62967959 0.29942605] [ 0.15008624 0.56311287 0.47570585 0.73738972 0.5085985 ] [ 0.70397382 0.55429231 0.5677576 0.51627568 0.40838509] [ 0.40361228 0.65571713 0.3776833 0.73616002 0.4684789 ] [ 0.52868961 0.44756054 0.56450423 0.40953526 0.46620546] [ 0.53974734 0.4446812 0.43813964 0.51190437 0.47460644] [ 0.45505503 0.53099593 0.62983753 0.45970931 0.57366147] [ 0.30379023 0.49739102 0.55124983 0.75652665 0.47111579] [ 0.6981059 0.53546593 0.62634939 0.50639852 0.37233472] [ 0.69568732 0.63566929 0.39680626 0.34956705 0.37332502] [ 0.88276509 0.32183618 0.47718776 0.25443677 0.41105172] [ 0.32654981 0.55950297 0.41632519 0.78704976 0.42330926] [ 0.58331113 0.65418683 0.41230748 0.77315269 0.49202259] [ 0.57464034 0.58272386 0.36544731 0.42194818 0.45120926] [ 0.11359316 0.53002612 0.5020417 0.8776126 0.66075635] [ 0.15964528 0.68323087 0.43632822 0.91778193 0.47276548] [ 0.83878278 0.4484775 0.51365424 0.24338464 0.46145451] [ 0.69086062 0.48256537 0.46544294 0.3319392 0.31304046] [ 0.3494901 0.58696926 0.54584399 0.59876888 0.46359841] [ 0.11953353 0.61214755 0.42246071 0.86850889 0.59446757] [ 0.72243413 0.41701019 0.4798609 0.3182685 0.45627506] [ 0.29833406 0.55703778 0.60076443 0.78538799 0.61166216] [ 0.39642915 0.66429385 0.42182625 0.57332426 0.57819252] [ 0.69290026 0.5810299 0.5393655 0.53855114 0.43362594] [ 0.29703643 0.48972785 0.56284341 0.83131801 0.62957729] [ 0.75421969 0.2768026 0.57619825 0.26191815 0.42855331] [ 0.22831595 0.53751117 0.45477458 0.75779902 0.44061481] [ 0.39684041 0.47113819 0.60202223 0.70841464 0.36177042] [ 0.36403761 0.46449686 0.52908359 0.55512256 0.52353579] [ 0.3062732 0.47811819 0.43306041 0.68667226 0.43705175] [ 0.80108947 0.50450945 0.30180995 0.38776189 0.29980842] [ 0.36322078 0.63326753 0.39038138 0.79222061 0.41944342] [ 0.65196009 0.52652825 0.37181 0.49405786 0.33401593] [ 0.57698228 0.55663108 0.51234459 0.50319374 0.3955174 ] [ 0.62784219 0.43593792 0.59191946 0.64730507 0.40207663] [ 0.75357584 0.62395111 0.54073734 0.49995314 0.41169734] [ 0.57296945 0.41639051 0.41644475 0.51526616 0.32187338] [ 0.61905306 0.39310751 0.65970603 0.46089272 0.38434698] [ 0.37060605 0.70588956 0.36914688 0.55740726 0.52612896] [ 0.64461724 0.36645885 0.52237379 0.30169776 0.39123204] [ 0.60449955 0.42920567 0.38972392 0.54610038 0.32873914] [ 0.84865661 0.29027312 0.5632888 0.16648099 0.39024844] [ 0.60380652 0.52517964 0.45264179 0.43025578 0.46195704] [ 0.32155165 0.55884555 0.48482828 0.80412584 0.40314323] [ 0.58499398 0.55475608 0.45077223 0.346547 0.49219695] [ 0.42812483 0.40703794 0.57193226 0.69723428 0.47692209] [ 0.51326012 0.61838764 0.52124516 0.70963813 0.33931332] [ 0.39569203 0.37967241 0.53217674 0.75886047 0.53045066] [ 0.29278615 0.65098034 0.4184876 0.73257394 0.43459023] [ 0.62844078 0.34360687 0.57672458 0.37610756 0.44472733] [ 0.82379189 0.44556401 0.5066657 0.3593926 0.42705425] [ 0.57273542 0.56908975 0.44454407 0.59040883 0.38373954] [ 0.62990878 0.34780802 0.53126061 0.42205514 0.55258095] [ 0.73008621 0.29188625 0.56487082 0.29417483 0.37431785] [ 0.75163101 0.49128305 0.50924015 0.18969441 0.45051617] [ 0.73584742 0.53755238 0.42771857 0.22263507 0.33554729] [ 0.80052633 0.32152589 0.58807232 0.24581629 0.31041548] [ 0.51841385 0.43718652 0.3252706 0.57750037 0.46740273] [ 0.43027605 0.41613844 0.56540451 0.75158536 0.43720358] [ 0.72054571 0.4053345 0.58763961 0.39136889 0.43282788] [ 0.31022559 0.62591881 0.4244502 0.80570156 0.57203637] [ 0.38822698 0.53962504 0.37861614 0.77556295 0.5274531 ] [ 0.69452188 0.38732676 0.43210342 0.24132161 0.32946643] [ 0.47042735 0.61522046 0.49256819 0.51222359 0.48842544] [ 0.72586411 0.4132152 0.68829006 0.28670051 0.47675651] [ 0.80659971 0.35085829 0.52179456 0.28977442 0.39474636] [ 0.55381927 0.52143901 0.38463454 0.59591807 0.51045012] [ 0.27294157 0.58919201 0.5013832 0.67675885 0.42411767] Progress: 33.8% ... Training loss: 0.566 ... Validation loss: 0.969[ 0.56323929 0.60108783 0.50791204 0.54745702 0.58758775] [ 0.4395257 0.52001288 0.56189493 0.6663335 0.43258601] [ 0.69220754 0.36363782 0.53488272 0.34536544 0.47991844] [ 0.51170823 0.44391664 0.62564964 0.75290404 0.41395451] [ 0.75748014 0.44941031 0.48132024 0.31220831 0.39543255] [ 0.17637435 0.57007565 0.49875485 0.81409032 0.64581776] [ 0.27584687 0.5378338 0.36904881 0.79956092 0.49146717] [ 0.49395298 0.32695589 0.52257224 0.54486411 0.50755428] [ 0.46535402 0.41823338 0.54800313 0.72189455 0.5528288 ] [ 0.2427349 0.59014109 0.40234947 0.70390649 0.51536146] [ 0.41764369 0.52176897 0.42482881 0.58988343 0.53668207] [ 0.28426018 0.71900707 0.32881468 0.83965196 0.50681264] [ 0.26612263 0.66785193 0.54173796 0.75441915 0.49040817] [ 0.50563341 0.62596716 0.51469903 0.42946287 0.56499707] [ 0.58599255 0.47368016 0.55533427 0.52614096 0.58124399] [ 0.08587033 0.66185555 0.35122513 0.89934849 0.62781228] [ 0.63703644 0.35398611 0.54018585 0.2493715 0.52338676] [ 0.35554853 0.57046842 0.50069224 0.51524388 0.5378932 ] [ 0.29576705 0.5932068 0.53278794 0.73468396 0.51835904] [ 0.44690804 0.46732546 0.41930575 0.58571023 0.34492712] [ 0.65710624 0.6025464 0.40898711 0.46062259 0.38143105] [ 0.41373961 0.43902443 0.51962085 0.71542358 0.47572236] [ 0.51949035 0.49123625 0.53506329 0.4796331 0.5518516 ] [ 0.2672002 0.61730762 0.38437542 0.8405649 0.66749963] [ 0.39229452 0.67609038 0.50669242 0.57430456 0.53786193] [ 0.74802141 0.44540316 0.4363486 0.29807184 0.35149269] [ 0.71208011 0.5867719 0.55114947 0.55043967 0.40310883] [ 0.21577198 0.59608035 0.42506699 0.91195194 0.52433733] [ 0.23875162 0.65350444 0.34511276 0.68975368 0.46480438] [ 0.20453552 0.46825354 0.5407318 0.73553292 0.52685278] [ 0.34454355 0.64263148 0.4697596 0.72460202 0.33785346] [ 0.82096137 0.31125041 0.41280297 0.25482169 0.28614455] [ 0.30597657 0.53634025 0.5032776 0.80674597 0.48532474] [ 0.4510871 0.53126479 0.44666985 0.39467877 0.36998595] [ 0.22532582 0.5816748 0.5303175 0.86998969 0.59219082] [ 0.78500321 0.53551827 0.41081553 0.21264563 0.38875286] [ 0.63998399 0.47457714 0.50429998 0.39827376 0.42838745] [ 0.63826137 0.64718635 0.47257706 0.66080938 0.44234839] [ 0.28092061 0.60712653 0.44031997 0.59226567 0.42274325] [ 0.77588494 0.4507074 0.41517848 0.14188609 0.30868427] [ 0.5248216 0.45397681 0.51554192 0.50266421 0.40536652] [ 0.70796639 0.35580457 0.66299895 0.47209762 0.45664176] [ 0.34915397 0.59175529 0.61393213 0.71605545 0.57916689] [ 0.44158057 0.5164662 0.44182274 0.61005473 0.40792199] [ 0.89363911 0.41140102 0.51151277 0.20736261 0.34579988] [ 0.47772547 0.45272318 0.50998474 0.49143875 0.50551018] [ 0.38364323 0.36866084 0.54107484 0.69625437 0.47981775] [ 0.83645583 0.45188179 0.60352099 0.2088546 0.44132728] [ 0.28107323 0.42566424 0.50996151 0.77963666 0.70923903] [ 0.12406504 0.571932 0.38073034 0.91464122 0.62728118] [ 0.73165276 0.52480047 0.51179012 0.33727554 0.52462632] [ 0.90982498 0.389415 0.5481579 0.12681964 0.3734723 ] [ 0.37444989 0.54567614 0.37958561 0.49072487 0.44542113] [ 0.47998278 0.52573421 0.47527864 0.56410701 0.36372487] [ 0.87707487 0.31849961 0.56870352 0.23226253 0.27809625] [ 0.3968946 0.71682493 0.30264785 0.72459184 0.47622907] [ 0.89760495 0.25000554 0.66160817 0.11658277 0.42955165] [ 0.16515294 0.53228698 0.45681504 0.90450783 0.54449003] [ 0.37584957 0.42813609 0.43054431 0.68275569 0.52845647] [ 0.16203949 0.58659741 0.51838787 0.85196762 0.66881385] [ 0.35459323 0.54916263 0.44760344 0.7505938 0.47249576] [ 0.11088858 0.5015386 0.4137685 0.91953807 0.6493252 ] [ 0.62428422 0.4531598 0.41177181 0.43222909 0.62239809] [ 0.29134506 0.6200216 0.42110501 0.82653741 0.43293239] [ 0.64611408 0.52410372 0.46438548 0.46778623 0.42865882] [ 0.50181087 0.45684493 0.34390031 0.52395151 0.42162851] [ 0.58596483 0.43553753 0.50883844 0.40778265 0.49348386] [ 0.36438603 0.44789112 0.45652272 0.57752113 0.43204177] [ 0.55547389 0.39751558 0.49700551 0.64849953 0.41537266] [ 0.57659707 0.4946742 0.46697486 0.49335384 0.3967102 ] [ 0.6602316 0.60502878 0.39242863 0.59668404 0.35823674] [ 0.3728392 0.55426654 0.48201474 0.53047079 0.39817448] [ 0.56202983 0.53654095 0.49235949 0.40857405 0.54267781] [ 0.39655615 0.4582126 0.48946804 0.51212355 0.5387839 ] [ 0.74076995 0.52645522 0.60352035 0.39615994 0.46044075] [ 0.45636696 0.48642183 0.51731494 0.42526228 0.52426078] [ 0.77391735 0.33342074 0.54697093 0.36630252 0.41548755] [ 0.42301185 0.52554419 0.36363961 0.65382615 0.5390453 ] [ 0.70539458 0.46597533 0.51152937 0.33989578 0.36331754] [ 0.59850454 0.51784438 0.49917926 0.49185091 0.47872282] [ 0.30250498 0.65394782 0.57367517 0.61929272 0.61362511] [ 0.61251958 0.56458972 0.41531509 0.66959091 0.3179103 ] [ 0.54017078 0.3878356 0.59973519 0.31616147 0.49306968] [ 0.75600734 0.38087253 0.61324319 0.14553721 0.49263288] [ 0.50230949 0.72331957 0.38865544 0.6714587 0.41702108] [ 0.18210044 0.60857211 0.39177001 0.91791271 0.52362827] [ 0.44843196 0.50230503 0.51142521 0.75334611 0.43484695] [ 0.72778573 0.48050279 0.43192455 0.36838048 0.42702394] [ 0.88661806 0.32180802 0.55728475 0.21629884 0.36581689] [ 0.62868053 0.45477268 0.54277 0.59116328 0.34259961] [ 0.71569504 0.48598702 0.4252362 0.40685798 0.38357318] [ 0.6475922 0.49400761 0.59092798 0.30217383 0.48293458] [ 0.7734287 0.3894749 0.61222331 0.26942059 0.42902261] [ 0.31352027 0.54534664 0.37440179 0.75613972 0.57915721] [ 0.83168405 0.53842255 0.53604497 0.40102107 0.35607292] [ 0.83358194 0.38020376 0.50910914 0.20789704 0.4204457 ] [ 0.85862032 0.42179994 0.46582378 0.15553986 0.2548746 ] [ 0.36796076 0.59982916 0.44451697 0.57142444 0.54490508] [ 0.72822325 0.39289379 0.57908607 0.24474114 0.42107725] [ 0.63532624 0.51088126 0.389179 0.34538769 0.28223845] [ 0.43936917 0.48968656 0.51148941 0.57174051 0.48857836] [ 0.58134809 0.3985739 0.5151292 0.31475782 0.41342768] [ 0.42363127 0.57168759 0.48141797 0.83882765 0.37159381] [ 0.41272721 0.43383761 0.55797075 0.70570158 0.40916774] [ 0.77804708 0.48892693 0.56276825 0.38959868 0.36823806] [ 0.74242764 0.29985538 0.53560351 0.13562963 0.41235234] [ 0.20320255 0.61803768 0.40458118 0.76296189 0.49935677] [ 0.60020265 0.31341891 0.511766 0.36727143 0.50834126] [ 0.29984073 0.67894317 0.40832755 0.70329564 0.5072313 ] [ 0.66489325 0.54021586 0.37847667 0.4154992 0.38125873] [ 0.38081465 0.57527853 0.50285283 0.8699313 0.54766845] [ 0.43788517 0.63228854 0.30285188 0.68976302 0.45720784] [ 0.60870887 0.40883967 0.5858855 0.41891802 0.45000726] [ 0.46207276 0.63009192 0.43884976 0.59629596 0.59533192] [ 0.36123889 0.51538326 0.4635771 0.88245525 0.54801329] [ 0.12589994 0.64999861 0.38044032 0.92499584 0.44983228] [ 0.77391735 0.33342074 0.54697093 0.36630252 0.41548755] [ 0.78160816 0.38755933 0.51062707 0.27764979 0.38208562] [ 0.55624994 0.41905157 0.46872051 0.51358852 0.49193351] [ 0.57430244 0.65874625 0.39889135 0.48270332 0.31897423] [ 0.38037476 0.54183233 0.41278913 0.61251735 0.57956132] [ 0.69303281 0.52514628 0.49769012 0.41921179 0.39926801] [ 0.81366804 0.34411703 0.56678997 0.27949235 0.32350513] [ 0.25048145 0.61297537 0.41466731 0.64453434 0.5095723 ] [ 0.34313795 0.63339275 0.39455052 0.75050938 0.47537465] [ 0.470791 0.5130527 0.35329071 0.50151921 0.38211482] [ 0.65065655 0.43434505 0.60489258 0.31804421 0.34979396] [ 0.59211097 0.4941839 0.40285772 0.28986836 0.40642524] Progress: 33.8% ... Training loss: 0.566 ... Validation loss: 0.965[ 0.78074723 0.33449576 0.5415302 0.28604538 0.41975564] [ 0.20448721 0.69118179 0.3335972 0.70389752 0.49482037] [ 0.61109344 0.50281409 0.5658816 0.4404775 0.55339693] [ 0.5480003 0.47415284 0.56694898 0.30860814 0.41872766] [ 0.67277837 0.49103015 0.50621519 0.56288027 0.47324395] [ 0.24148507 0.56815724 0.48877132 0.88070993 0.49630603] [ 0.83417763 0.34652202 0.51581415 0.24975496 0.38479773] [ 0.53962902 0.59712621 0.5063166 0.54603665 0.45644365] [ 0.44444277 0.56708368 0.46595931 0.5045771 0.65698612] [ 0.54919935 0.39923425 0.53718541 0.45109109 0.51245092] [ 0.47896768 0.56894986 0.46387558 0.58517523 0.55934777] [ 0.26691964 0.49232727 0.48659854 0.72666734 0.53634933] [ 0.55120689 0.54323294 0.41968356 0.62257964 0.50617239] [ 0.68754829 0.50189481 0.45088242 0.50866545 0.44173009] [ 0.48050213 0.50651534 0.45562412 0.50645309 0.53427961] [ 0.47982889 0.49300308 0.40763208 0.62547531 0.45335495] [ 0.75783863 0.28518343 0.59270738 0.58021693 0.3756472 ] [ 0.44644561 0.48155219 0.49698469 0.47489836 0.42107811] [ 0.57720127 0.53874884 0.5485903 0.48002186 0.50039974] [ 0.64198777 0.50000871 0.63054144 0.43429812 0.45625339] [ 0.822551 0.47792049 0.33942452 0.37438679 0.32513633] [ 0.82859128 0.61798288 0.45600984 0.25285152 0.42460893] [ 0.56795233 0.4862013 0.45743944 0.69760016 0.3600682 ] [ 0.49484139 0.42951179 0.40091454 0.56091309 0.58153001] [ 0.32399788 0.54832425 0.51320959 0.8391419 0.47194885] [ 0.16859033 0.54029668 0.35143961 0.93571677 0.42934965] [ 0.6293783 0.53192336 0.42560667 0.663389 0.50743294] [ 0.57686963 0.42348995 0.45499991 0.38596915 0.37916619] [ 0.5141852 0.44488666 0.38167883 0.66655812 0.46854955] [ 0.19272121 0.70667689 0.30533099 0.80746112 0.5063911 ] [ 0.85992094 0.43320811 0.46816634 0.24272729 0.32230573] [ 0.75661663 0.51397204 0.54093584 0.35697085 0.54692823] [ 0.71090702 0.51755441 0.42651753 0.40337132 0.42680869] [ 0.41701108 0.53287183 0.55065228 0.48720596 0.54069321] [ 0.61736537 0.37982657 0.48948576 0.43909981 0.45120869] [ 0.77158221 0.59913756 0.44747975 0.45791929 0.45887583] [ 0.22832205 0.68637036 0.36027599 0.84889638 0.53366439] [ 0.800469 0.45520279 0.59580484 0.39378954 0.36481158] [ 0.60568561 0.55479041 0.45306113 0.61469283 0.31333985] [ 0.5073634 0.57983663 0.45521494 0.62730125 0.3667629 ] [ 0.16799714 0.61730719 0.53243002 0.83166381 0.41179261] [ 0.41473997 0.61119383 0.40632291 0.55936787 0.56596019] [ 0.75612153 0.30742303 0.47812226 0.29895416 0.45561561] [ 0.51862081 0.56070898 0.39466686 0.6328264 0.5577064 ] [ 0.79618005 0.4139657 0.58750855 0.26165228 0.40230509] [ 0.16916645 0.63947184 0.48621057 0.66283823 0.60052862] [ 0.5983502 0.40140305 0.64467439 0.62284164 0.47608611] [ 0.30453461 0.55639221 0.53977951 0.8331185 0.47691617] [ 0.49318654 0.44204074 0.54188914 0.7940558 0.4706731 ] [ 0.6669801 0.60774676 0.52617317 0.49176698 0.41331642] [ 0.51274796 0.51287367 0.26758563 0.72527838 0.38005736] [ 0.20126111 0.57872425 0.4416499 0.67118545 0.47825745] [ 0.31917072 0.52962865 0.45453618 0.82236382 0.52543039] [ 0.4499746 0.56840543 0.53014001 0.54046063 0.45322712] [ 0.82561141 0.36103185 0.53548991 0.24025312 0.39205396] [ 0.29135432 0.63767472 0.43763231 0.56857641 0.51015535] [ 0.50478183 0.58606483 0.34953132 0.49725136 0.42434746] [ 0.28795384 0.58791628 0.41030714 0.82963439 0.38349763] [ 0.77142315 0.49961676 0.38994213 0.49919212 0.42807409] [ 0.56442108 0.46093118 0.55591608 0.46264712 0.50497161] [ 0.58483986 0.55497185 0.45068828 0.34661764 0.49226801] [ 0.1484603 0.60023641 0.35826958 0.89410297 0.47327497] [ 0.55304864 0.37007125 0.55830876 0.71469405 0.44895019] [ 0.59769426 0.57226417 0.34500738 0.52248787 0.50114788] [ 0.50111382 0.46293406 0.54805982 0.40712483 0.39602837] [ 0.25922311 0.5719269 0.39321391 0.6890074 0.59574451] [ 0.55511106 0.41254701 0.57415043 0.40665237 0.54519806] [ 0.40343454 0.5788179 0.37675028 0.68678005 0.33779967] [ 0.84984374 0.41770847 0.5409793 0.26429807 0.41437296] [ 0.48394823 0.44606421 0.50056556 0.66141641 0.39515565] [ 0.32240828 0.50520309 0.47889909 0.75285216 0.63967228] [ 0.41600906 0.5077999 0.56938028 0.62636215 0.6202194 ] [ 0.33821832 0.55862251 0.56361932 0.65356799 0.53857364] [ 0.45728096 0.61273644 0.42782094 0.57737043 0.43514462] [ 0.59134218 0.42502507 0.52505081 0.30956856 0.52143805] [ 0.6022762 0.55588648 0.45763916 0.47048854 0.37483773] [ 0.65483167 0.59348339 0.51118065 0.56942844 0.41890632] [ 0.39655594 0.37966266 0.53218538 0.75847396 0.53044725] [ 0.19010706 0.64415605 0.51336255 0.89410308 0.61000289] [ 0.72469556 0.35794143 0.50923133 0.2485033 0.43970149] [ 0.52662441 0.43862952 0.48782563 0.46134062 0.38994006] [ 0.1770496 0.57036428 0.44748483 0.76933931 0.46812034] [ 0.32892226 0.49669134 0.53891278 0.79515271 0.56727882] [ 0.47065649 0.50295478 0.53160785 0.66806313 0.4030931 ] [ 0.25095747 0.52640381 0.53753388 0.74875711 0.64391543] [ 0.36276581 0.48401748 0.41136984 0.63959057 0.35157773] [ 0.9139791 0.30748945 0.51088397 0.17046749 0.318908 ] [ 0.62073505 0.4166359 0.46489641 0.36011011 0.3962734 ] [ 0.57778068 0.55764078 0.37616774 0.45250042 0.41343103] [ 0.65000808 0.39286044 0.47571223 0.42650493 0.32909268] [ 0.63228192 0.51217098 0.41292873 0.68638521 0.43538592] [ 0.79625533 0.24859245 0.55328685 0.16050055 0.37994099] [ 0.45041705 0.49341418 0.64843674 0.68591125 0.49588637] [ 0.66593994 0.33560176 0.57089376 0.62339351 0.45780415] [ 0.15204608 0.57952689 0.5365181 0.88895771 0.63784877] [ 0.52969018 0.58914928 0.53240218 0.73943338 0.42861411] [ 0.8782792 0.44261581 0.5403752 0.27890729 0.3255538 ] [ 0.76748277 0.34675274 0.44912863 0.26809733 0.35622416] [ 0.31127635 0.65245176 0.47248631 0.80712477 0.47123242] [ 0.39242125 0.58077737 0.56590392 0.38720602 0.6356116 ] [ 0.42000746 0.608782 0.46164196 0.41705149 0.3929402 ] [ 0.70340602 0.57129856 0.42550292 0.42079263 0.41463552] [ 0.16185237 0.60376489 0.37569555 0.82908661 0.52500932] [ 0.36886277 0.41918503 0.42877627 0.60140643 0.46822115] [ 0.4124106 0.52698508 0.53967084 0.76119656 0.46567696] [ 0.61043964 0.55817919 0.45134519 0.5618966 0.59505739] [ 0.77073173 0.52691972 0.56214429 0.37429152 0.41482135] [ 0.31926139 0.70338456 0.43955153 0.73253085 0.47542008] [ 0.69176228 0.35254343 0.51503936 0.29257771 0.46519374] [ 0.63496308 0.48207673 0.61411425 0.35795662 0.34029758] [ 0.30954327 0.67745601 0.37318784 0.73682531 0.54147071] [ 0.70907957 0.38029217 0.4611131 0.27473248 0.33750258] [ 0.53859434 0.66917364 0.41878899 0.55725398 0.41416986] [ 0.15116561 0.5798294 0.34998912 0.93440464 0.65392089] [ 0.76854643 0.30401084 0.64443487 0.24091386 0.46269768] [ 0.28697214 0.67200451 0.52431387 0.73867943 0.45870505] [ 0.23493802 0.55017937 0.56599048 0.69457336 0.62635976] [ 0.70112663 0.44868138 0.44344755 0.40568564 0.58673694] [ 0.70238273 0.51934862 0.36433461 0.54058169 0.44000236] [ 0.30047415 0.5177244 0.46374807 0.77764337 0.46653625] [ 0.37054886 0.40255859 0.56384365 0.5186804 0.58575436] [ 0.52171356 0.57232748 0.38991009 0.69054318 0.39048677] [ 0.14693874 0.57323363 0.55154175 0.68667213 0.64465243] [ 0.65280994 0.56459616 0.56999082 0.49640018 0.50083824] [ 0.62866398 0.40299473 0.46449332 0.1784207 0.40291991] [ 0.22873365 0.63562697 0.41567226 0.77546514 0.5108684 ] [ 0.55640026 0.54304782 0.59453128 0.46470037 0.53265494] [ 0.68928477 0.56585602 0.34595591 0.33075571 0.31111765] Progress: 33.9% ... Training loss: 0.565 ... Validation loss: 0.962[ 0.6814184 0.38978223 0.51901412 0.22499853 0.40555522] [ 0.76640944 0.47723145 0.57053573 0.46790998 0.48972167] [ 0.60563059 0.56142196 0.35879393 0.56400822 0.41270923] [ 0.60371562 0.43824444 0.46339715 0.40166718 0.31892423] [ 0.60637705 0.43660766 0.41964077 0.68863952 0.34675424] [ 0.24533619 0.59846252 0.33698246 0.57608192 0.49315014] [ 0.81486646 0.42749205 0.34833173 0.3895848 0.35296022] [ 0.51421625 0.49029813 0.53286201 0.63113859 0.34583471] [ 0.40544556 0.46636038 0.5478595 0.60650847 0.41892897] [ 0.65543726 0.37290933 0.49792446 0.38328403 0.49296708] [ 0.34363327 0.47229488 0.42478006 0.64819316 0.60485158] [ 0.59929957 0.62960091 0.39043496 0.49807971 0.367939 ] [ 0.91295852 0.29302184 0.54636555 0.13543848 0.31202843] [ 0.43648361 0.55316496 0.48372248 0.60336896 0.40167139] [ 0.19895382 0.59829134 0.40562231 0.89380545 0.39130719] [ 0.50444981 0.62393864 0.54895132 0.56393094 0.44131541] [ 0.88402352 0.32542976 0.7097465 0.12789886 0.33723701] [ 0.50138402 0.56926573 0.49006497 0.4707712 0.43286784] [ 0.28961668 0.45717845 0.45432485 0.87356266 0.58337543] [ 0.31926075 0.50513026 0.60674198 0.73805511 0.58148654] [ 0.34065571 0.55945842 0.54482973 0.81516024 0.5793564 ] [ 0.18867596 0.56515969 0.41408443 0.8519014 0.60179495] [ 0.3874967 0.61849321 0.4669446 0.68536995 0.62997731] [ 0.66279182 0.44644638 0.43438174 0.35333509 0.45532567] [ 0.33359018 0.54530791 0.54530999 0.7084173 0.5889779 ] [ 0.61163341 0.42088047 0.5856693 0.32810488 0.3942502 ] [ 0.38341004 0.34016074 0.50738056 0.707535 0.45853363] [ 0.57168823 0.54252938 0.46444151 0.73754524 0.50954767] [ 0.64884749 0.50706275 0.42999538 0.44728912 0.32660082] [ 0.50318293 0.6075211 0.33210534 0.61640931 0.339692 ] [ 0.69418031 0.56295564 0.5627515 0.61170107 0.42865207] [ 0.53368573 0.5305245 0.5376025 0.38225852 0.47259589] [ 0.25842145 0.55594361 0.44775017 0.83233042 0.50305387] [ 0.30980072 0.61579886 0.53437566 0.5424085 0.53847357] [ 0.8427545 0.35326536 0.68377365 0.24180549 0.39055951] [ 0.70323442 0.4918261 0.56150681 0.28460311 0.56485637] [ 0.82472467 0.34096301 0.58441863 0.175949 0.45059753] [ 0.59286921 0.46916659 0.4892525 0.66778786 0.37173853] [ 0.2317314 0.62416904 0.30656245 0.80422121 0.4988238 ] [ 0.53092738 0.66805891 0.61990379 0.56858264 0.51477462] [ 0.69337514 0.69157049 0.38323978 0.58863522 0.49583486] [ 0.52075925 0.43299284 0.53348568 0.48746296 0.49278531] [ 0.86811409 0.35838972 0.61398397 0.15290546 0.40419393] [ 0.66194685 0.39467753 0.52591261 0.60220723 0.36573279] [ 0.58099932 0.47214069 0.62923611 0.32702877 0.56552507] [ 0.62081815 0.51282114 0.5691487 0.52634949 0.45486877] [ 0.19009041 0.70058862 0.4020757 0.81479825 0.44240375] [ 0.74375033 0.32650554 0.55077799 0.6446095 0.36935063] [ 0.22123131 0.50996488 0.34056729 0.85098222 0.61398783] [ 0.37686268 0.55854032 0.35589143 0.48387791 0.49274212] [ 0.16511546 0.59112139 0.50220471 0.73551675 0.47598545] [ 0.14190047 0.58821269 0.37637308 0.90581824 0.54785597] [ 0.89422904 0.30255258 0.64814071 0.11331605 0.31166288] [ 0.55403497 0.39828003 0.49666797 0.64919323 0.41564983] [ 0.41605162 0.59415989 0.45955871 0.69737865 0.48070266] [ 0.51232502 0.5591711 0.40969852 0.51317275 0.41230759] [ 0.62673028 0.43288473 0.50223609 0.3823413 0.44714308] [ 0.59271954 0.40220536 0.52297698 0.58339557 0.30981326] [ 0.53903918 0.444169 0.45682306 0.64341263 0.28125607] [ 0.81859341 0.45563962 0.46261321 0.32682978 0.39647169] [ 0.65976521 0.4299372 0.5168229 0.34436034 0.42099881] [ 0.64787031 0.51134987 0.44160819 0.35334206 0.42153686] [ 0.54525322 0.50955849 0.49170444 0.56007228 0.50180017] [ 0.73086762 0.39052228 0.55832276 0.37594121 0.37873063] [ 0.56239228 0.6110535 0.54571865 0.49313406 0.505963 ] [ 0.68208754 0.44052396 0.61537193 0.1856377 0.46789925] [ 0.45017757 0.528166 0.51846383 0.58230431 0.36334487] [ 0.77534764 0.42866141 0.57811401 0.12572272 0.46333093] [ 0.36790684 0.629631 0.45360186 0.8005426 0.5926896 ] [ 0.18352998 0.67309025 0.3979746 0.82895649 0.43110556] [ 0.29321756 0.51393872 0.52806255 0.79454519 0.45412633] [ 0.84711186 0.29766358 0.42576123 0.32349973 0.33557574] [ 0.32050145 0.65792553 0.47146625 0.74877147 0.53432534] [ 0.43959303 0.55648466 0.49385924 0.62538555 0.54437839] [ 0.39099385 0.51041489 0.63225302 0.71910745 0.42157708] [ 0.34070072 0.68826138 0.4688146 0.77814442 0.57327209] [ 0.72677984 0.57029463 0.55856355 0.46300433 0.42231608] [ 0.46191758 0.67469039 0.43912293 0.60480066 0.34190231] [ 0.84247352 0.43962062 0.58094798 0.20801728 0.46297095] [ 0.17501338 0.50668951 0.59970291 0.77713818 0.65996821] [ 0.17849726 0.71961117 0.32204008 0.85295379 0.62433291] [ 0.20673551 0.53956153 0.52292821 0.75151164 0.49966572] [ 0.73141698 0.51183187 0.46738306 0.30668627 0.40001679] [ 0.68516327 0.46285602 0.60428868 0.3865898 0.36806315] [ 0.35986636 0.47593252 0.61308308 0.68810395 0.50900562] [ 0.55442518 0.41140127 0.41359784 0.63128724 0.34837108] [ 0.54160767 0.66705668 0.53241993 0.62119846 0.43962301] [ 0.63271143 0.46739986 0.47125875 0.54523864 0.34839432] [ 0.81662387 0.45082505 0.59736223 0.18554223 0.50523328] [ 0.44459864 0.46288726 0.56662505 0.41096809 0.42581192] [ 0.41490448 0.40482552 0.54840349 0.81052884 0.42915521] [ 0.62940112 0.6343471 0.49994789 0.424847 0.54505311] [ 0.53661134 0.51583674 0.44719012 0.43291061 0.35876762] [ 0.86803722 0.42721102 0.63087057 0.22191878 0.42798425] [ 0.51618819 0.44105558 0.5357399 0.60366871 0.4539169 ] [ 0.62467154 0.34691091 0.65339385 0.50584277 0.4464345 ] [ 0.57609375 0.65148464 0.41754282 0.64399222 0.43705139] [ 0.52790782 0.39860181 0.38178154 0.34269016 0.3369752 ] [ 0.14408106 0.63975785 0.39531374 0.92050643 0.55049757] [ 0.48389075 0.51286141 0.39830573 0.70518024 0.57603554] [ 0.59369794 0.35719994 0.5252362 0.4531734 0.47690281] [ 0.12945747 0.59879329 0.53330707 0.7780041 0.60903782] [ 0.71634738 0.32646517 0.65198054 0.38618188 0.37224771] [ 0.48103315 0.50633489 0.45570823 0.50605669 0.53421132] [ 0.21203017 0.73123994 0.32497087 0.8590867 0.44643147] [ 0.57820732 0.61746894 0.35147799 0.51427735 0.35505695] [ 0.48420415 0.48323412 0.52853618 0.78588493 0.44502197] [ 0.50224978 0.55349003 0.51234415 0.45246043 0.51445992] [ 0.14858983 0.54424486 0.41646006 0.91892782 0.51168962] [ 0.7856885 0.47299437 0.47148229 0.24872656 0.49664142] [ 0.24225959 0.68473577 0.23789701 0.85866251 0.56819555] [ 0.67988929 0.56658269 0.42114352 0.49466633 0.3011056 ] [ 0.46544098 0.46798318 0.49938703 0.46589284 0.53183621] [ 0.32483172 0.5124475 0.59637364 0.76529896 0.47741527] [ 0.6487831 0.38554426 0.49201354 0.31798332 0.37052673] [ 0.43930754 0.33620166 0.58710468 0.45804062 0.64704007] [ 0.72312558 0.35402894 0.58297024 0.24377629 0.53453185] [ 0.51736047 0.52275757 0.57775102 0.67379584 0.44586313] [ 0.87239088 0.34576238 0.5892752 0.20410515 0.42238929] [ 0.82946767 0.54561898 0.44585217 0.42375414 0.28782559] [ 0.33881564 0.56426362 0.54988206 0.640265 0.51548025] [ 0.15372403 0.53790015 0.56235252 0.86803378 0.65393577] [ 0.4810761 0.55353548 0.57978538 0.47924048 0.5272495 ] [ 0.24344385 0.73345154 0.32406102 0.73014301 0.48306666] [ 0.75297952 0.32354821 0.51465665 0.22331308 0.39120085] [ 0.62592731 0.49571922 0.39835836 0.25873123 0.39194041] [ 0.72866653 0.53592242 0.50070084 0.24921327 0.48396903] [ 0.56587612 0.57887269 0.56248064 0.59542936 0.34050356] Progress: 33.9% ... Training loss: 0.565 ... Validation loss: 0.964[ 0.81154525 0.29647372 0.42383926 0.25995692 0.29341789] [ 0.6861613 0.49383191 0.52049633 0.41357147 0.29392671] [ 0.35158064 0.53983698 0.50996271 0.82669566 0.4845146 ] [ 0.62491144 0.38297551 0.5684033 0.36171857 0.48799321] [ 0.3199867 0.39879496 0.49895619 0.70637101 0.47888008] [ 0.66454326 0.39994029 0.59535925 0.28582066 0.33715728] [ 0.53824932 0.41872067 0.46988153 0.37602037 0.65321188] [ 0.78160936 0.33476394 0.56885808 0.13611251 0.35616069] [ 0.49527311 0.45398996 0.55427588 0.41610566 0.64308637] [ 0.64733391 0.45749212 0.54879251 0.35176816 0.38986829] [ 0.37150598 0.64446561 0.39058808 0.63688421 0.36117563] [ 0.58867685 0.51224697 0.36397303 0.52893199 0.38194142] [ 0.83784013 0.30271961 0.55868825 0.12628241 0.31662492] [ 0.33818952 0.63069216 0.47615988 0.77490276 0.60411416] [ 0.5026035 0.33656076 0.55658154 0.34428715 0.59416773] [ 0.25450293 0.51397514 0.47094477 0.69347495 0.60561524] [ 0.1312842 0.64797371 0.42794752 0.93381213 0.58958829] [ 0.33632821 0.58555873 0.33790609 0.72950236 0.39216047] [ 0.58756082 0.56911354 0.50736169 0.62437812 0.44694706] [ 0.508263 0.55183616 0.57260795 0.5835853 0.319694 ] [ 0.57398525 0.3514119 0.54518865 0.60679824 0.31451908] [ 0.5702192 0.54411115 0.40567498 0.23492545 0.36784173] [ 0.17059761 0.54139389 0.52539967 0.8808245 0.62862942] [ 0.35850768 0.57853571 0.37755629 0.8620796 0.37070975] [ 0.5074278 0.4384868 0.64113619 0.44860802 0.49821645] [ 0.81749978 0.28213475 0.74737896 0.18367457 0.45595212] [ 0.82130026 0.44887145 0.59691752 0.29715831 0.4491084 ] [ 0.33401801 0.57580462 0.38472106 0.68285625 0.48867798] [ 0.65022032 0.4692987 0.49723831 0.16057858 0.52653201] [ 0.81753032 0.45516922 0.62081621 0.31390414 0.38604212] [ 0.21070895 0.51523349 0.40860662 0.84352051 0.58201477] [ 0.42359856 0.6797236 0.38285997 0.47066108 0.53734226] [ 0.38467177 0.61950341 0.44113476 0.62046054 0.54821337] [ 0.31059649 0.61549014 0.53451235 0.54187968 0.53835731] [ 0.44392966 0.57743091 0.45410563 0.5866235 0.46803678] [ 0.28015294 0.70736034 0.38949409 0.71844608 0.39835265] [ 0.41974457 0.68318277 0.36204086 0.65821347 0.43895473] [ 0.58061966 0.42767151 0.55707777 0.33683908 0.48590495] [ 0.26180225 0.62542901 0.2837501 0.66218669 0.46838204] [ 0.6331693 0.44213677 0.46538195 0.34831395 0.53728265] [ 0.1893427 0.55285352 0.53348759 0.88077929 0.536241 ] [ 0.917907 0.39932829 0.51310706 0.16484062 0.29302732] [ 0.61060127 0.48839477 0.33436661 0.40693567 0.35269439] [ 0.85591313 0.42764708 0.48781649 0.14335269 0.40478085] [ 0.75095677 0.36308785 0.44806246 0.2188274 0.39334439] [ 0.65971536 0.45500849 0.47479487 0.40699197 0.48419568] [ 0.77468307 0.39123883 0.50204238 0.24590302 0.53935558] [ 0.69798882 0.48026178 0.56509163 0.33085326 0.53669511] [ 0.53493495 0.6282873 0.47546485 0.54437011 0.34375847] [ 0.48658549 0.42409222 0.47137229 0.60272493 0.47456892] [ 0.55264776 0.61663764 0.48878659 0.65661497 0.42203133] [ 0.24353771 0.63225243 0.34909157 0.87263001 0.55517282] [ 0.64647795 0.44850604 0.64923477 0.45798594 0.34496554] [ 0.11790576 0.57275151 0.45754216 0.89550089 0.55039822] [ 0.36042955 0.61787146 0.26641541 0.78318541 0.46092757] [ 0.40592713 0.57070061 0.49616724 0.57194802 0.49105063] [ 0.13642578 0.53823911 0.50405955 0.8208134 0.51899614] [ 0.41365763 0.66453399 0.41249789 0.69528073 0.5163959 ] [ 0.78279726 0.47985515 0.54064658 0.22174771 0.34619498] [ 0.72211483 0.40916518 0.45590473 0.63835947 0.38829764] [ 0.78086439 0.39905436 0.56321278 0.31947152 0.46892903] [ 0.71324807 0.32514026 0.49221875 0.2452031 0.40882761] [ 0.39213116 0.54665579 0.45035366 0.64351316 0.36743203] [ 0.82532549 0.45676983 0.46439163 0.23968962 0.29775878] [ 0.58820454 0.45897134 0.49183657 0.77479056 0.43127003] [ 0.34882315 0.44223608 0.49173328 0.85841297 0.46399237] [ 0.35594861 0.5782485 0.58012884 0.5130243 0.42824809] [ 0.20749045 0.62445468 0.31000746 0.74917346 0.45560869] [ 0.61388915 0.59081307 0.3705674 0.55905802 0.36847004] [ 0.15188799 0.57978447 0.35003064 0.9341121 0.65393414] [ 0.74018275 0.44188248 0.5593874 0.42657593 0.51482645] [ 0.21439451 0.70271968 0.37498605 0.82340845 0.46518237] [ 0.12136858 0.63783289 0.47091743 0.82680206 0.57301392] [ 0.43398935 0.49433639 0.43494855 0.74083875 0.43725298] [ 0.15695189 0.52758645 0.49658132 0.77721921 0.6513719 ] [ 0.32914715 0.44838825 0.43351202 0.7204666 0.4136351 ] [ 0.57107385 0.60747033 0.46819761 0.48445383 0.51169746] [ 0.21676656 0.61686875 0.52227636 0.82783467 0.61178789] [ 0.4457015 0.60959901 0.34661549 0.56697102 0.44099947] [ 0.86864121 0.42521607 0.54460807 0.30728041 0.40507525] [ 0.66444328 0.47137689 0.58179803 0.58396298 0.33433768] [ 0.19922131 0.71864373 0.41481721 0.73469154 0.41688194] [ 0.63626128 0.349369 0.58653654 0.32752075 0.40436134] [ 0.75431503 0.46188797 0.40079961 0.21497555 0.30581553] [ 0.22851034 0.63603073 0.41548569 0.77547685 0.51106324] [ 0.48439596 0.49436868 0.50752053 0.68961693 0.39834837] [ 0.83669612 0.42062668 0.56867741 0.39752455 0.38320209] [ 0.27150638 0.65839477 0.44294878 0.70609505 0.45207357] [ 0.38001926 0.51196963 0.51100212 0.84052627 0.38010811] [ 0.67710165 0.59726444 0.37902196 0.43110867 0.44370615] [ 0.6994086 0.4086303 0.6354827 0.47839313 0.43553501] [ 0.65793776 0.50052829 0.47765823 0.50447908 0.39734729] [ 0.72072734 0.45356965 0.44814591 0.31980909 0.30749452] [ 0.18062803 0.46005726 0.48953042 0.79654836 0.60401935] [ 0.68202105 0.44157562 0.52626528 0.24638372 0.3932766 ] [ 0.86864121 0.42521607 0.54460807 0.30728041 0.40507525] [ 0.48167672 0.42891083 0.52643379 0.64116035 0.57835887] [ 0.28932659 0.54090324 0.39653285 0.76095496 0.45124319] [ 0.76241959 0.39305236 0.51341548 0.16662441 0.22398485] [ 0.77563124 0.34020276 0.50728216 0.36222805 0.37040343] [ 0.16451581 0.65427839 0.48423281 0.86960949 0.46073795] [ 0.51806726 0.38933453 0.49334867 0.69054891 0.41448256] [ 0.85291402 0.43655096 0.54890246 0.17186165 0.39166124] [ 0.46307396 0.5682907 0.39923902 0.64639619 0.30165756] [ 0.47706442 0.59615566 0.52634709 0.67852691 0.44549818] [ 0.26207853 0.6445528 0.486268 0.7311161 0.3474675 ] [ 0.61286188 0.40199771 0.380122 0.61265425 0.33331315] [ 0.71890837 0.31264854 0.64318883 0.25996295 0.34791274] [ 0.72474393 0.44094109 0.5192306 0.32193198 0.48780423] [ 0.5100721 0.4236326 0.62954486 0.51412089 0.3850491 ] [ 0.52969225 0.46617242 0.45244517 0.43095635 0.4686064 ] [ 0.25621255 0.59645661 0.49457743 0.82098236 0.38040476] [ 0.44515402 0.59485766 0.49203093 0.75051476 0.36196633] [ 0.63807964 0.41815884 0.64702285 0.33912309 0.53911699] [ 0.5230031 0.40041343 0.45287899 0.73711822 0.37915014] [ 0.59299362 0.46974894 0.60312238 0.59923457 0.46372081] [ 0.76352012 0.40988646 0.56840908 0.33355956 0.36430791] [ 0.75149746 0.34276594 0.50386918 0.31318725 0.41334838] [ 0.25358076 0.53641432 0.50822271 0.8404589 0.61227073] [ 0.20639903 0.63300033 0.36039275 0.84450508 0.37701297] [ 0.58408359 0.50316887 0.55468956 0.41432539 0.40617964] [ 0.70796066 0.36986774 0.49359921 0.22604059 0.3505942 ] [ 0.27350791 0.67023911 0.37429836 0.65126518 0.48727604] [ 0.21350958 0.53799714 0.47521313 0.84461364 0.42939102] [ 0.72952153 0.35835594 0.49749779 0.16507853 0.42942383] [ 0.59363513 0.46204418 0.40814122 0.20993919 0.41476792] [ 0.76296841 0.45046947 0.42866462 0.35906344 0.34755341] [ 0.54215501 0.45706005 0.49623906 0.5057827 0.42801783] Progress: 34.0% ... Training loss: 0.565 ... Validation loss: 0.958[ 0.39851585 0.51621943 0.4837312 0.68613373 0.40961083] [ 0.17386277 0.71237086 0.43453069 0.76614315 0.42336815] [ 0.66262181 0.55079404 0.49253373 0.58227078 0.3982024 ] [ 0.69368801 0.27787227 0.53137367 0.26067128 0.46324488] [ 0.1378914 0.62054018 0.52598195 0.87186145 0.47567608] [ 0.26105428 0.50324944 0.5931563 0.73496611 0.64841831] [ 0.4638151 0.56842476 0.51375629 0.45003062 0.35859973] [ 0.80899572 0.49223777 0.50657541 0.33900635 0.38459482] [ 0.08679874 0.7235778 0.3840345 0.87845991 0.50657304] [ 0.66003516 0.60814417 0.52277178 0.5518054 0.47684964] [ 0.7289006 0.37305641 0.53021952 0.55635561 0.33348808] [ 0.46031283 0.51199923 0.38013332 0.63676 0.33909901] [ 0.51918724 0.35305535 0.48787458 0.47821815 0.62779978] [ 0.83920092 0.48349051 0.44356293 0.19512156 0.31602081] [ 0.83791157 0.30256633 0.55876936 0.12626159 0.31654978] [ 0.52843553 0.64210074 0.38184971 0.50310817 0.40166458] [ 0.64566586 0.45121002 0.51101697 0.51935449 0.45612949] [ 0.7920061 0.48091972 0.47581004 0.30211962 0.26534723] [ 0.5414926 0.49937875 0.53938234 0.41002524 0.5532473 ] [ 0.3984984 0.61746199 0.56470879 0.55558217 0.40179631] [ 0.85931896 0.40934219 0.52068848 0.17691755 0.23509104] [ 0.50268962 0.49202242 0.52731513 0.32403319 0.50984573] [ 0.11685035 0.64458829 0.36627308 0.93468321 0.46097972] [ 0.58825422 0.48237262 0.39554262 0.43213404 0.34413497] [ 0.72406932 0.49727822 0.43976031 0.29586086 0.44625452] [ 0.47581016 0.46618347 0.51363147 0.66951266 0.34073371] [ 0.55380802 0.55507186 0.41615543 0.50868466 0.38896882] [ 0.63775268 0.54213805 0.48589908 0.57792109 0.32497287] [ 0.53924608 0.52508049 0.41263152 0.45317038 0.37920951] [ 0.41564456 0.39553522 0.37733981 0.54336478 0.48438987] [ 0.2793972 0.54199127 0.42903922 0.79808889 0.37693493] [ 0.26831909 0.73826218 0.39359473 0.82587028 0.49010718] [ 0.53820528 0.51178961 0.48014481 0.63858044 0.34930532] [ 0.28359368 0.47274825 0.55261115 0.79262462 0.55189106] [ 0.21733552 0.69299438 0.45012106 0.75916638 0.68922814] [ 0.69039711 0.44440759 0.53325342 0.71468688 0.40829612] [ 0.10239551 0.65704513 0.4190374 0.89409686 0.60119042] [ 0.51430804 0.65767429 0.44110791 0.68117219 0.41007488] [ 0.35676679 0.57964587 0.37706715 0.86258519 0.37112752] [ 0.57694384 0.46073052 0.57147475 0.4534205 0.61243155] [ 0.53505408 0.6503725 0.36794117 0.45123723 0.40201146] [ 0.52687296 0.44990315 0.46600797 0.53710898 0.43279947] [ 0.51994857 0.58211506 0.33850816 0.55312718 0.35143174] [ 0.59965124 0.50141116 0.41830408 0.6718838 0.33920553] [ 0.65646434 0.42865666 0.336417 0.50175741 0.33216141] [ 0.31598159 0.60487533 0.26612518 0.75757239 0.58585879] [ 0.13291186 0.54945623 0.45385751 0.91626206 0.54931125] [ 0.82646817 0.4674467 0.52985856 0.24379019 0.43445646] [ 0.8449926 0.44905022 0.48764646 0.25054604 0.4159331 ] [ 0.73515546 0.42290762 0.53152493 0.41325188 0.35294368] [ 0.69744141 0.40392459 0.38312654 0.34960434 0.44930349] [ 0.24938668 0.54076442 0.51238892 0.80131398 0.4649037 ] [ 0.64213931 0.49357642 0.55890812 0.47684252 0.55650212] [ 0.75694684 0.5165115 0.55336611 0.20648668 0.55506115] [ 0.48182104 0.34673747 0.40220058 0.75665953 0.37165614] [ 0.52478367 0.47056755 0.61358431 0.31398006 0.57614927] [ 0.64379129 0.34991294 0.5033768 0.23686534 0.36741867] [ 0.23515399 0.66144538 0.32151958 0.80031002 0.57736284] [ 0.62710584 0.54782862 0.34678252 0.48521825 0.36780436] [ 0.58549123 0.6420581 0.4861907 0.72478619 0.44362065] [ 0.72685824 0.37715333 0.61548997 0.60208438 0.37017191] [ 0.34434693 0.54241993 0.47657626 0.82475125 0.52121448] [ 0.59589882 0.63215524 0.43297345 0.58315853 0.36349071] [ 0.55737005 0.4056477 0.63176828 0.65108794 0.47303302] [ 0.13558686 0.52610255 0.58013481 0.64896274 0.63249986] [ 0.43578949 0.58402888 0.44703031 0.57100648 0.50799013] [ 0.28125991 0.53149393 0.4711516 0.80499378 0.49506185] [ 0.58698661 0.44949578 0.46205922 0.66421105 0.36152324] [ 0.70714323 0.43795033 0.48780222 0.28684464 0.3289575 ] [ 0.5301622 0.45060423 0.58078945 0.45022292 0.50050704] [ 0.50537484 0.42369499 0.61068618 0.47664327 0.36172712] [ 0.43201661 0.68597062 0.40874028 0.71864244 0.40889347] [ 0.7925859 0.31009185 0.61295101 0.24116885 0.41970372] [ 0.82359302 0.35937359 0.55092657 0.23654312 0.3970703 ] [ 0.75928957 0.47258849 0.50527418 0.35660392 0.52096305] [ 0.30146871 0.57718189 0.52677588 0.76188672 0.43060256] [ 0.82363639 0.36258931 0.48192231 0.32868927 0.37774077] [ 0.52417525 0.49779302 0.5185128 0.43109841 0.39756831] [ 0.65155867 0.43527174 0.58340377 0.42545972 0.51293544] [ 0.49241949 0.4551678 0.49060366 0.57696691 0.33501189] [ 0.69842595 0.49125194 0.48126275 0.45388761 0.41867322] [ 0.74987559 0.33942106 0.46061287 0.29938391 0.36738145] [ 0.29294662 0.64776341 0.47536848 0.72531563 0.668264 ] [ 0.26087458 0.62615172 0.28347048 0.66281442 0.46868776] [ 0.13924725 0.74032789 0.35849007 0.80687999 0.49070649] [ 0.22632732 0.53071296 0.50450068 0.71271966 0.40749955] [ 0.13769453 0.63959665 0.44967857 0.60869722 0.66639243] [ 0.51064491 0.51437256 0.52328751 0.39633694 0.43665664] [ 0.81325462 0.52563359 0.42264192 0.45404758 0.38219111] [ 0.58941839 0.52073486 0.4940499 0.4506901 0.55598156] [ 0.52429706 0.49151807 0.63351013 0.62675887 0.48451281] [ 0.59988952 0.39545083 0.60602314 0.61129016 0.44487364] [ 0.53096758 0.37289056 0.5564705 0.33082106 0.4991914 ] [ 0.54635398 0.50551809 0.38683358 0.56337897 0.43995619] [ 0.53251441 0.48580084 0.4240901 0.3379456 0.45302084] [ 0.74441992 0.43992208 0.47355376 0.25407149 0.3992414 ] [ 0.65067467 0.46903629 0.4973712 0.16046688 0.52642352] [ 0.42285614 0.48277004 0.56587563 0.62963689 0.54080193] [ 0.58316185 0.5240799 0.43599073 0.39349371 0.40277014] [ 0.69915402 0.37201242 0.37916794 0.50531544 0.26318678] [ 0.76914257 0.35672212 0.49193836 0.26107281 0.38591903] [ 0.43053061 0.44877455 0.41557822 0.64550498 0.43964719] [ 0.61438474 0.53007844 0.45494505 0.54189159 0.52394262] [ 0.39175048 0.43646309 0.64711176 0.62090185 0.53378155] [ 0.34052772 0.55983569 0.54464735 0.81521267 0.57951563] [ 0.2145022 0.61046288 0.60772659 0.84997249 0.67056258] [ 0.17089543 0.66129588 0.40591053 0.83297016 0.63159208] [ 0.30728307 0.48623071 0.53191757 0.89783125 0.55711026] [ 0.68932776 0.56604743 0.3458847 0.3306057 0.31116792] [ 0.79334203 0.51711045 0.48453548 0.4818428 0.38312533] [ 0.75964663 0.36283204 0.57237787 0.24822147 0.47384162] [ 0.55714563 0.4025113 0.57797657 0.54624342 0.46542444] [ 0.19848798 0.71023045 0.46769155 0.77632033 0.5473324 ] [ 0.16659059 0.6536207 0.52911097 0.92739527 0.63436268] [ 0.23644493 0.47176783 0.55634918 0.80005954 0.52919021] [ 0.53430662 0.53994523 0.38355822 0.51495416 0.41947588] [ 0.56441152 0.55553025 0.43454585 0.60773089 0.4234955 ] [ 0.35863838 0.66996184 0.48278753 0.77046985 0.58541637] [ 0.82902142 0.29671956 0.5214095 0.21754958 0.36561807] [ 0.72732182 0.52920664 0.39473751 0.36473228 0.47981867] [ 0.18042369 0.48733963 0.39760043 0.76124149 0.49858123] [ 0.6750562 0.50135904 0.47066737 0.50526196 0.38093462] [ 0.67619482 0.40914891 0.60796675 0.25643575 0.44280606] [ 0.56446795 0.43040639 0.49172889 0.48129757 0.5941516 ] [ 0.34417486 0.6456666 0.58281064 0.7092954 0.62271636] [ 0.46856837 0.50624383 0.61749086 0.39200781 0.40298272] [ 0.79428813 0.42961656 0.59087011 0.28496396 0.45621378] [ 0.71771508 0.34203777 0.4924666 0.3806489 0.48099715] Progress: 34.0% ... Training loss: 0.564 ... Validation loss: 0.957[ 0.48730045 0.50172702 0.43862112 0.3889069 0.4917127 ] [ 0.75153508 0.49113209 0.50932346 0.18961628 0.45041959] [ 0.81264755 0.31626537 0.56802003 0.0946527 0.34230503] [ 0.56164063 0.55503942 0.68940227 0.48975269 0.49147125] [ 0.5126894 0.57518164 0.44280007 0.4672179 0.50982948] [ 0.15814434 0.62590967 0.37217527 0.89007052 0.5789158 ] [ 0.25955891 0.60548107 0.46110153 0.89124286 0.47104657] [ 0.57723999 0.61836558 0.35106659 0.51480128 0.35543902] [ 0.60986828 0.43733746 0.34502948 0.36777878 0.43361109] [ 0.54361456 0.57297795 0.49941538 0.5976694 0.50233203] [ 0.6607401 0.50254822 0.57829127 0.37260853 0.39522078] [ 0.21548336 0.57829338 0.42543296 0.85669723 0.43046564] [ 0.8651772 0.40756162 0.51491591 0.20041747 0.33514634] [ 0.39091195 0.52206754 0.46921245 0.82576911 0.46028812] [ 0.49681322 0.57578584 0.36995205 0.5348714 0.40001673] [ 0.64995653 0.54434139 0.39128017 0.49025475 0.47245731] [ 0.33837762 0.39308637 0.43621669 0.49607541 0.70359735] [ 0.75859272 0.41243325 0.50238403 0.28571068 0.35082827] [ 0.85220229 0.38948656 0.55956261 0.20825678 0.40989532] [ 0.15143926 0.54956961 0.50009613 0.9175548 0.63493896] [ 0.46507647 0.41593313 0.59286583 0.38367804 0.53647406] [ 0.57042795 0.49663242 0.50325857 0.47528773 0.3125425 ] [ 0.86370449 0.35480321 0.45738382 0.25271132 0.31370728] [ 0.31211659 0.54735272 0.51516547 0.73736915 0.48486999] [ 0.29768535 0.44803775 0.62432563 0.76869979 0.50648449] [ 0.83103006 0.48167339 0.57402904 0.31479354 0.40871809] [ 0.26649254 0.5890854 0.4479688 0.78758605 0.46255707] [ 0.55372968 0.43845926 0.49456113 0.44873308 0.5978117 ] [ 0.25833036 0.54576956 0.47297113 0.79278966 0.44379598] [ 0.60431456 0.47297949 0.4147806 0.59667304 0.4568361 ] [ 0.49443837 0.59720443 0.55211407 0.57006033 0.47281433] [ 0.37999963 0.51255949 0.51068092 0.8406562 0.38039206] [ 0.31209047 0.60033096 0.45037423 0.61002045 0.51786797] [ 0.34932889 0.52828785 0.52971369 0.82800304 0.45736002] [ 0.65769268 0.31557088 0.45375055 0.37738016 0.43104402] [ 0.48478642 0.57859118 0.56834722 0.59762434 0.61724034] [ 0.80678289 0.30700229 0.5160564 0.34282724 0.44272466] [ 0.40086171 0.55380036 0.50310476 0.41584624 0.48794837] [ 0.21821129 0.59234961 0.42901082 0.83672755 0.5709976 ] [ 0.59755248 0.49418976 0.51979337 0.6959332 0.40719948] [ 0.40219994 0.57193623 0.49320917 0.29659359 0.40413811] [ 0.48656123 0.42441273 0.47120876 0.602819 0.47472378] [ 0.34075306 0.68879076 0.46848441 0.77822947 0.57358188] [ 0.7203431 0.26514597 0.58547913 0.23495303 0.3621234 ] [ 0.90919595 0.29070173 0.40688137 0.15815007 0.35976105] [ 0.39701821 0.54634242 0.42397918 0.68167593 0.36098373] [ 0.84198908 0.43608909 0.50099505 0.37152814 0.37097258] [ 0.82688373 0.35368649 0.57279584 0.26333959 0.47383326] [ 0.26880094 0.50332442 0.53807786 0.87382759 0.59989903] [ 0.4624839 0.52176753 0.50807026 0.64000067 0.47705587] [ 0.83664545 0.30431346 0.54109511 0.24301851 0.47187107] [ 0.51213392 0.46650565 0.51790286 0.69119868 0.40714228] [ 0.60306626 0.42037145 0.34469426 0.4290874 0.42765936] [ 0.68679426 0.467522 0.48929682 0.2702648 0.46874268] [ 0.84649086 0.69302669 0.48551716 0.44074273 0.37206688] [ 0.42642965 0.62025414 0.41766023 0.53612775 0.47089426] [ 0.62309391 0.46439762 0.5032091 0.39502099 0.45288847] [ 0.84985437 0.40400538 0.54421463 0.2702609 0.39177267] [ 0.20011079 0.58036477 0.44088445 0.6722113 0.47896992] [ 0.50776312 0.55234324 0.57235088 0.58399635 0.3198937 ] [ 0.64945029 0.57395243 0.56162503 0.28952201 0.56802633] [ 0.76278776 0.45047171 0.52138075 0.21192853 0.44115559] [ 0.51398544 0.49522353 0.49544362 0.48994946 0.37925438] [ 0.69666796 0.58842668 0.39013706 0.45021859 0.36349299] [ 0.14102112 0.59005202 0.37553446 0.9061998 0.54867212] [ 0.3743264 0.55327156 0.44356773 0.75550967 0.36763771] [ 0.84617027 0.4773411 0.58032567 0.18448972 0.41584515] [ 0.85782163 0.46662938 0.46330241 0.28475779 0.38993958] [ 0.58408709 0.51205073 0.51417115 0.55789202 0.34307898] [ 0.6569378 0.43761832 0.49193943 0.34065528 0.43208619] [ 0.89225255 0.33814282 0.6546506 0.16138696 0.33181407] [ 0.60141881 0.48913881 0.5003727 0.66883472 0.27247015] [ 0.79644824 0.42452475 0.58947417 0.15666679 0.39670365] [ 0.43759327 0.50331291 0.53583117 0.49566109 0.53782931] [ 0.88677431 0.32114545 0.5576135 0.21612417 0.3655007 ] [ 0.21041963 0.73274417 0.32417477 0.85974348 0.44725887] [ 0.30926652 0.51027233 0.43357406 0.63265526 0.46186023] [ 0.27302144 0.6360207 0.52117708 0.85963978 0.5264846 ] [ 0.83177428 0.41368128 0.63660408 0.20580059 0.47512435] [ 0.68791255 0.5488507 0.51593416 0.51352473 0.47694722] [ 0.80217712 0.52536818 0.53514838 0.55355348 0.32013407] [ 0.70957322 0.34401863 0.40578697 0.24727169 0.3429212 ] [ 0.65557707 0.4326543 0.35993295 0.58857502 0.41762859] [ 0.14192735 0.52478626 0.553551 0.79971177 0.51952097] [ 0.73991373 0.4932677 0.52473914 0.49540004 0.46260658] [ 0.85916446 0.3879981 0.47620338 0.1657153 0.2816567 ] [ 0.324433 0.58583832 0.51304043 0.69634879 0.48555441] [ 0.33668378 0.55901817 0.50520179 0.73030228 0.63070708] [ 0.78385687 0.56737308 0.38218708 0.63624384 0.36021691] [ 0.28457855 0.47246004 0.55270732 0.79235084 0.55182707] [ 0.86367446 0.38254766 0.62394262 0.15207556 0.38492676] [ 0.77082887 0.43137888 0.55308838 0.38660551 0.4228671 ] [ 0.1961341 0.56889472 0.37842605 0.71130716 0.46734357] [ 0.30858746 0.65105017 0.40615096 0.70794685 0.51004122] [ 0.6185277 0.49253179 0.50030475 0.23428917 0.52019231] [ 0.63797163 0.40581212 0.5133856 0.39846169 0.46647656] [ 0.83781203 0.47427509 0.49556676 0.27421932 0.32131325] [ 0.50226168 0.60135507 0.39992544 0.77720269 0.51062794] [ 0.31523092 0.60558897 0.26584591 0.75807627 0.58618263] [ 0.32915525 0.53582007 0.53281408 0.7997385 0.52531525] [ 0.43691217 0.59432951 0.26318774 0.62063745 0.44453157] [ 0.76270133 0.43421899 0.48035133 0.18887414 0.38745049] [ 0.36711115 0.47437289 0.45597286 0.64653699 0.52856705] [ 0.84004011 0.41614078 0.46694804 0.18762331 0.28615184] [ 0.57290991 0.52810787 0.67310979 0.49862061 0.5136029 ] [ 0.87297418 0.42807647 0.59593 0.23629347 0.33985789] [ 0.51781224 0.57306191 0.51689967 0.52584498 0.36658289] [ 0.80555386 0.50644475 0.33608853 0.41816989 0.35246196] [ 0.53118717 0.39134167 0.5742394 0.43228289 0.59914581] [ 0.16289558 0.61922156 0.53811496 0.85068138 0.58976801] [ 0.74547143 0.44063619 0.51117698 0.22381292 0.4378744 ] [ 0.31472134 0.62507434 0.50205781 0.77825468 0.61632016] [ 0.6127762 0.44401063 0.61507985 0.48015787 0.42005836] [ 0.69872006 0.4956418 0.45285953 0.27110544 0.38683757] [ 0.28085007 0.54146661 0.42923216 0.79759751 0.37679584] [ 0.63991349 0.44557548 0.52299586 0.43377025 0.54982301] [ 0.48429385 0.48955063 0.53679024 0.60510981 0.35442175] [ 0.48013539 0.58326401 0.2946009 0.61423753 0.43195076] [ 0.88677431 0.32114545 0.5576135 0.21612417 0.3655007 ] [ 0.63564237 0.35422799 0.58281732 0.25412253 0.36955935] [ 0.59805775 0.6035717 0.44711717 0.33152595 0.34822135] [ 0.70795354 0.4374569 0.48803468 0.28635811 0.32877585] [ 0.6377004 0.55360408 0.40672402 0.53847754 0.40744428] [ 0.42453589 0.6642504 0.30643781 0.65325407 0.39732677] [ 0.77365681 0.35458333 0.48937856 0.3862282 0.38485375] [ 0.35791782 0.59741466 0.35669906 0.7342541 0.5056427 ] [ 0.84913072 0.42601993 0.48124665 0.21663362 0.44554884] [ 0.69674404 0.43703832 0.44967881 0.42399343 0.4382433 ] Progress: 34.0% ... Training loss: 0.564 ... Validation loss: 0.955[ 0.54034539 0.57362067 0.47250812 0.59662106 0.37672973] [ 0.55713219 0.54504738 0.4386531 0.36832966 0.36569058] [ 0.43186227 0.33571845 0.67499376 0.66407346 0.49566667] [ 0.8994384 0.39536163 0.53324474 0.17548437 0.28207528] [ 0.81638187 0.38013444 0.54453385 0.26135269 0.42436925] [ 0.18331237 0.66915103 0.3028506 0.90703171 0.49100095] [ 0.43844018 0.52339467 0.57847552 0.50614947 0.58423848] [ 0.42880178 0.42176126 0.58823237 0.73006602 0.37373175] [ 0.51207282 0.52928852 0.49077215 0.41227924 0.51599154] [ 0.84313902 0.35280843 0.68397179 0.24152034 0.39033067] [ 0.63467094 0.5845209 0.52303922 0.47461641 0.37751772] [ 0.80757888 0.41915043 0.53232176 0.42396737 0.36292775] [ 0.37834485 0.65034569 0.4245431 0.61138706 0.41818847] [ 0.34579313 0.48614704 0.41692122 0.72593245 0.41857737] [ 0.55768748 0.42005626 0.45822366 0.35381152 0.45750881] [ 0.48309229 0.49779086 0.58524365 0.70627187 0.50349244] [ 0.90153888 0.30682023 0.5301559 0.13398511 0.38196195] [ 0.60347223 0.57546233 0.40225472 0.7077542 0.33865469] [ 0.32701378 0.68847021 0.37641257 0.80473145 0.46858147] [ 0.54544039 0.44575076 0.4875156 0.76320178 0.4218643 ] [ 0.36588388 0.47944741 0.38526434 0.62905566 0.52675713] [ 0.66265952 0.51477356 0.52989002 0.55610554 0.38359947] [ 0.68278836 0.47813678 0.44922977 0.39519261 0.48320016] [ 0.65579592 0.49254566 0.54999723 0.42933974 0.34736762] [ 0.31204901 0.60043634 0.45032844 0.61009838 0.51790869] [ 0.23428527 0.48320792 0.38517991 0.83228476 0.53576427] [ 0.1982716 0.59977252 0.40491624 0.89403926 0.39198382] [ 0.29418367 0.5539636 0.3836737 0.67258599 0.41995596] [ 0.66209855 0.39647389 0.63633295 0.49809315 0.41941789] [ 0.56553755 0.56480852 0.48257404 0.29750662 0.38395413] [ 0.68804807 0.33426957 0.54136306 0.51580671 0.32340089] [ 0.43124412 0.50903331 0.45795892 0.70478366 0.34909117] [ 0.58078003 0.50732561 0.6464259 0.3809192 0.4518011 ] [ 0.31232033 0.50622433 0.61822033 0.78926831 0.54393639] [ 0.66907402 0.52144491 0.52995536 0.4085037 0.443439 ] [ 0.5080941 0.51837731 0.46672411 0.58591145 0.50625216] [ 0.20228404 0.61985487 0.40376062 0.76344792 0.50017308] [ 0.12063121 0.58557919 0.37176022 0.91073223 0.4969278 ] [ 0.21308156 0.64957242 0.4985789 0.8645048 0.63245077] [ 0.49504784 0.41950353 0.35622871 0.49533604 0.36620211] [ 0.81396872 0.44271065 0.57151491 0.31114195 0.30205541] [ 0.58866441 0.47168489 0.61056536 0.49300904 0.51479478] [ 0.2396188 0.58629799 0.53773424 0.76960598 0.45692652] [ 0.49457225 0.54555513 0.47775399 0.51644311 0.42097601] [ 0.80283013 0.45354893 0.50513111 0.50516379 0.40069411] [ 0.21762782 0.60397097 0.48692552 0.89515943 0.5381517 ] [ 0.24212436 0.58124365 0.50119935 0.8366036 0.54884352] [ 0.29935485 0.58010978 0.49641841 0.70826909 0.65735281] [ 0.70839793 0.4219984 0.55581139 0.13416019 0.5204117 ] [ 0.74650427 0.41296313 0.42378035 0.44718973 0.47554478] [ 0.18874784 0.69526999 0.53634374 0.7580018 0.59729749] [ 0.50007246 0.32270285 0.45444174 0.68956668 0.3992199 ] [ 0.67444346 0.42036242 0.44380773 0.34470824 0.25339626] [ 0.48901902 0.4376734 0.4044362 0.48306097 0.36492546] [ 0.52115602 0.36964076 0.48726459 0.48317598 0.47271462] [ 0.62830915 0.45515611 0.54256772 0.59143789 0.34273009] [ 0.41810802 0.51054279 0.41520055 0.65233334 0.50437899] [ 0.6286232 0.47043249 0.38602555 0.49047082 0.33073927] [ 0.70705898 0.33542142 0.49752098 0.31569013 0.43139436] [ 0.50405798 0.54518321 0.40421744 0.52968713 0.35754743] [ 0.38990061 0.4991056 0.49753247 0.60315204 0.54437167] [ 0.19328639 0.54411341 0.43250583 0.88132231 0.51764559] [ 0.75906326 0.41971839 0.57820825 0.17075838 0.50074709] [ 0.29201853 0.54494096 0.49476296 0.75028542 0.44968722] [ 0.73547405 0.42290378 0.53152661 0.41314527 0.35294466] [ 0.18959658 0.64301956 0.56118284 0.81511754 0.69786868] [ 0.83419369 0.34630824 0.51591763 0.24982909 0.38467904] [ 0.4508127 0.63088167 0.31181341 0.47319184 0.33770103] [ 0.35766393 0.44624027 0.4079133 0.67845571 0.36143558] [ 0.11895001 0.79992464 0.35949992 0.84957067 0.52911538] [ 0.19975067 0.5864037 0.4968566 0.83288699 0.48318344] [ 0.51291336 0.57532255 0.5304307 0.62767082 0.32057344] [ 0.428675 0.57740526 0.52326987 0.55422997 0.42020154] [ 0.83601566 0.56428738 0.63158698 0.38928722 0.36276178] [ 0.17243458 0.66220928 0.41295074 0.75264494 0.41593201] [ 0.25704696 0.7123864 0.39178515 0.80602182 0.36643216] [ 0.36834438 0.6152081 0.56484723 0.59548656 0.39148408] [ 0.25292009 0.68800761 0.42697986 0.80105411 0.42448601] [ 0.79305488 0.34960475 0.62055792 0.16836345 0.48302815] [ 0.74803178 0.37192459 0.46350807 0.2795207 0.3030781 ] [ 0.75648497 0.43486421 0.43763703 0.36227216 0.34567321] [ 0.69244769 0.46132762 0.50873571 0.34291217 0.46334513] [ 0.59687854 0.44099238 0.51353588 0.74825054 0.43369103] [ 0.62494017 0.38294582 0.5684206 0.36171859 0.48796046] [ 0.42591437 0.52861132 0.28070571 0.76962512 0.49869863] [ 0.76748786 0.46473194 0.62076058 0.45402601 0.37896709] [ 0.68533961 0.33527316 0.51940738 0.32989926 0.38412632] [ 0.12913931 0.47008429 0.43705673 0.84913752 0.62092821] [ 0.37097258 0.49793552 0.5660909 0.69927039 0.45480067] [ 0.33691426 0.55893252 0.50524869 0.730155 0.63068265] [ 0.61949774 0.54223555 0.53957807 0.47461836 0.50583232] [ 0.75419424 0.47419665 0.483059 0.46607149 0.52893804] [ 0.57901238 0.5771328 0.51526594 0.61980852 0.33440357] [ 0.83069649 0.36001114 0.46069741 0.20709445 0.41873966] [ 0.59404874 0.6429634 0.41913378 0.74553146 0.34832784] [ 0.70531885 0.31666392 0.64589134 0.24677331 0.52770769] [ 0.60326048 0.51254812 0.46623402 0.66111239 0.46094714] [ 0.51263597 0.68163013 0.33134535 0.65300219 0.43949262] [ 0.70634494 0.50677133 0.3878324 0.62940189 0.47483838] [ 0.42536753 0.47324222 0.46421904 0.360281 0.6094424 ] [ 0.42536753 0.47324222 0.46421904 0.360281 0.6094424 ] [ 0.61412889 0.64128731 0.4549234 0.55334389 0.37010273] [ 0.14070047 0.58082682 0.33852425 0.87741585 0.60970356] [ 0.3444735 0.51197439 0.47589131 0.74248025 0.54518457] [ 0.5871661 0.45784228 0.47801117 0.51613072 0.39322589] [ 0.83273383 0.34859859 0.64530584 0.16949953 0.42981577] [ 0.67564629 0.39641986 0.71644023 0.4274609 0.43680197] [ 0.18171509 0.73591858 0.36441353 0.82856051 0.47499699] [ 0.48835708 0.53403661 0.46674723 0.66947141 0.43768966] [ 0.19605476 0.49517873 0.42729214 0.88409707 0.43180691] [ 0.90684146 0.25502475 0.59230202 0.13777942 0.38053859] [ 0.69517745 0.45513108 0.60950655 0.31278617 0.45628828] [ 0.45907865 0.60152381 0.41814192 0.74328988 0.44664045] [ 0.30069016 0.56832198 0.51800176 0.78571172 0.47637862] [ 0.2712513 0.57709659 0.42782907 0.78607529 0.55972863] [ 0.39363349 0.51419081 0.37264719 0.73143554 0.31425332] [ 0.5310292 0.53044875 0.47234824 0.55749459 0.49852785] [ 0.23129384 0.63432246 0.30264612 0.83631396 0.51229197] [ 0.68669396 0.4462768 0.5967571 0.25765734 0.46322933] [ 0.33292019 0.52041312 0.53843258 0.83879014 0.46681594] [ 0.27912145 0.58432714 0.54394107 0.55888735 0.61505758] [ 0.84590158 0.42026508 0.5613501 0.1166542 0.32884239] [ 0.58871324 0.4425888 0.51440818 0.68350231 0.33749951] [ 0.5021117 0.60139789 0.39991882 0.77715604 0.51065504] [ 0.77454796 0.321189 0.50818657 0.44090066 0.36101511] [ 0.31001971 0.53478182 0.53176107 0.52833229 0.56091093] [ 0.52187459 0.56450528 0.31793222 0.67087964 0.34408964] [ 0.53395712 0.42115243 0.60882094 0.49767383 0.52466629] Progress: 34.1% ... Training loss: 0.564 ... Validation loss: 0.954[ 0.86035514 0.33646947 0.35895151 0.20590674 0.38069232] [ 0.72123876 0.5483122 0.57879319 0.31992669 0.52996135] [ 0.7897847 0.49246716 0.57000551 0.27523207 0.48691517] [ 0.70815907 0.51953423 0.48159843 0.34050659 0.33361816] [ 0.48750051 0.4417837 0.46024089 0.5918694 0.38658499] [ 0.27987835 0.63737405 0.43125289 0.71766513 0.48442623] [ 0.21141912 0.59386054 0.49839887 0.89142319 0.52955294] [ 0.3888554 0.57003206 0.51484366 0.63890693 0.42401813] [ 0.52661795 0.31626803 0.51726654 0.65732298 0.4454731 ] [ 0.30881507 0.68300553 0.25165972 0.73977378 0.48008446] [ 0.13134439 0.63956545 0.36528486 0.93089296 0.57771321] [ 0.73371643 0.4986504 0.52769947 0.41480003 0.47789784] [ 0.75618927 0.4754006 0.5672212 0.48696193 0.41510658] [ 0.40457556 0.57189284 0.49560514 0.5727067 0.49159438] [ 0.1990984 0.53600776 0.47122796 0.65419335 0.59679873] [ 0.33078818 0.53434504 0.49046379 0.81756025 0.52488511] [ 0.27625712 0.50584718 0.68406239 0.77854704 0.54088345] [ 0.83774238 0.37645454 0.44593728 0.12837359 0.25018072] [ 0.69572874 0.5153567 0.54484029 0.39969437 0.46926947] [ 0.64266021 0.37994143 0.5497859 0.41543442 0.38970153] [ 0.71355049 0.55287299 0.45619047 0.35122831 0.42872752] [ 0.6199178 0.56295104 0.5561935 0.40736536 0.42374282] [ 0.65439434 0.42083779 0.55573933 0.5206865 0.48885095] [ 0.51202252 0.57059187 0.59497399 0.61024499 0.35998304] [ 0.23496016 0.55067682 0.56574854 0.69472107 0.62657589] [ 0.35225849 0.40838772 0.54334522 0.68669724 0.4200142 ] [ 0.14291136 0.72959903 0.41397536 0.77950876 0.61988021] [ 0.54353821 0.48650595 0.54741477 0.7203134 0.46108392] [ 0.50192842 0.57376461 0.35450598 0.72051585 0.46066771] [ 0.60341769 0.51902979 0.42041354 0.47822934 0.43302083] [ 0.5280296 0.5016865 0.39419318 0.6821587 0.2868334 ] [ 0.34983523 0.48288418 0.4745099 0.56074336 0.58064634] [ 0.49383516 0.51521313 0.35642349 0.55398582 0.35880804] [ 0.28132847 0.64502124 0.51900103 0.62649525 0.54852454] [ 0.27405304 0.52276067 0.58171342 0.75605003 0.44622239] [ 0.3417735 0.68698767 0.57816001 0.59880722 0.53220222] [ 0.47028712 0.4107318 0.54894522 0.59185569 0.44949911] [ 0.74001082 0.43617981 0.50994803 0.25638314 0.43129326] [ 0.1770827 0.57762598 0.54238521 0.73296849 0.59978593] [ 0.30127306 0.63738122 0.40379905 0.66321067 0.47414057] [ 0.55222869 0.38527456 0.5775149 0.27977768 0.54207462] [ 0.86888368 0.4389741 0.40967199 0.33278815 0.37198485] [ 0.60679742 0.4265915 0.50910013 0.47241061 0.55733432] [ 0.82929122 0.46534473 0.51984873 0.197757 0.37778831] [ 0.67176777 0.40991225 0.41544244 0.22323255 0.35577917] [ 0.25566003 0.65207266 0.39765491 0.72911301 0.51169926] [ 0.23504436 0.59619445 0.50860984 0.83373297 0.57881413] [ 0.68817892 0.33361316 0.39551044 0.41096424 0.40583895] [ 0.63168028 0.47794381 0.56152086 0.58114009 0.36014338] [ 0.37961809 0.65434118 0.48666901 0.52243807 0.50765667] [ 0.83754919 0.44083791 0.48544671 0.36264942 0.31670444] [ 0.58119206 0.53288134 0.50967039 0.41123893 0.37051486] [ 0.3789152 0.55267944 0.54683606 0.79755929 0.57282479] [ 0.49957044 0.49602906 0.6167461 0.53157526 0.47355268] [ 0.79711064 0.43399764 0.46420586 0.33312551 0.36648422] [ 0.88389555 0.38819973 0.53157171 0.22403801 0.35903379] [ 0.83690083 0.39058401 0.57315919 0.15295224 0.35081477] [ 0.6549331 0.57276036 0.37605552 0.46426155 0.53526869] [ 0.19621095 0.51409046 0.50734593 0.79478462 0.42311807] [ 0.6431609 0.59129751 0.41463613 0.59765155 0.46805966] [ 0.75347785 0.27700375 0.57611507 0.26257501 0.428588 ] [ 0.4375957 0.55626571 0.23585314 0.68823555 0.44774069] [ 0.51960431 0.50030552 0.45220625 0.64788768 0.56381051] [ 0.26642617 0.61558132 0.46526013 0.62678764 0.36228733] [ 0.20167954 0.73786243 0.34404702 0.83081328 0.60070091] [ 0.52556819 0.49110918 0.63365913 0.62619316 0.48437875] [ 0.10447745 0.75157889 0.41430706 0.80642385 0.56560956] [ 0.55792042 0.47668316 0.30401752 0.49138852 0.48074593] [ 0.43718955 0.53739508 0.41027676 0.67950415 0.42928983] [ 0.64439384 0.34094787 0.42814815 0.44821935 0.34847769] [ 0.52349554 0.41427832 0.45213565 0.48691632 0.34569113] [ 0.18974831 0.56370318 0.50738714 0.77189628 0.63617842] [ 0.46311101 0.5719815 0.38946918 0.59249167 0.47530835] [ 0.18483383 0.64136936 0.4627255 0.87449341 0.46257466] [ 0.78908305 0.37462733 0.51446377 0.43753374 0.39360173] [ 0.32147696 0.57130176 0.55059702 0.75551602 0.54177787] [ 0.29426376 0.59525286 0.53181467 0.73548053 0.51923938] [ 0.64666429 0.60394865 0.40742421 0.54650712 0.35932255] [ 0.48634033 0.49203492 0.41928016 0.73015138 0.5965557 ] [ 0.48250201 0.65007568 0.35568024 0.51068726 0.38840284] [ 0.18466908 0.70404922 0.48312292 0.82726115 0.54561074] [ 0.42648602 0.62033117 0.41761639 0.53597586 0.47095459] [ 0.19749674 0.40688008 0.54176409 0.8473331 0.63903245] [ 0.74617993 0.45714067 0.5304758 0.72704286 0.3730035 ] [ 0.52150446 0.53746465 0.56072743 0.70317534 0.38766558] [ 0.59413275 0.35730155 0.52516805 0.45284458 0.47698014] [ 0.53090306 0.49384088 0.5754643 0.35719522 0.41957893] [ 0.74860056 0.53441832 0.48280378 0.43986444 0.43912281] [ 0.67184718 0.45276669 0.43127734 0.58284108 0.52909893] [ 0.24666071 0.55243744 0.37731957 0.76951758 0.52536848] [ 0.52321961 0.46504508 0.39628988 0.51055864 0.3439976 ] [ 0.2134752 0.67583692 0.48019874 0.89692119 0.55337223] [ 0.33794641 0.51790298 0.48141655 0.61676229 0.59035651] [ 0.70690715 0.33553229 0.49748216 0.31577507 0.43143123] [ 0.52285458 0.40094535 0.45261467 0.73732779 0.37939146] [ 0.46858689 0.52099638 0.59820347 0.6926779 0.41621503] [ 0.55491539 0.40590461 0.67302856 0.58998778 0.46419167] [ 0.4477965 0.50075809 0.48876572 0.78084326 0.3799635 ] [ 0.30327088 0.59537321 0.338687 0.6731496 0.60246814] [ 0.9074526 0.30176526 0.50239697 0.18520818 0.3682941 ] [ 0.23756949 0.51847165 0.53897124 0.84510124 0.61640511] [ 0.56941698 0.52134517 0.35169158 0.5150553 0.4213531 ] [ 0.4385992 0.61824532 0.46518891 0.69133867 0.5774404 ] [ 0.31181716 0.59489173 0.35994269 0.64352026 0.44666815] [ 0.59825948 0.52219239 0.4850291 0.54607768 0.31911384] [ 0.49804823 0.52057722 0.51100967 0.56807225 0.43694476] [ 0.74982334 0.36729612 0.43966399 0.26448543 0.38883785] [ 0.22795281 0.50188003 0.50317965 0.74724869 0.73802134] [ 0.14954708 0.63466082 0.42714207 0.90205974 0.54351847] [ 0.69575341 0.46761657 0.51611286 0.26893607 0.50666975] [ 0.35136897 0.46605524 0.50909956 0.69311036 0.46129777] [ 0.25593325 0.66545202 0.37821496 0.67119369 0.45711983] [ 0.31183096 0.55839334 0.53670289 0.66574189 0.50387788] [ 0.77545631 0.50162149 0.38668013 0.33086686 0.30186098] [ 0.16559028 0.62140248 0.3737098 0.89001022 0.59321174] [ 0.61075534 0.44741583 0.55573172 0.48078579 0.50149529] [ 0.86868459 0.43486062 0.55682221 0.16814347 0.39540801] [ 0.66529188 0.31842117 0.51684907 0.42272677 0.58289413] [ 0.50137218 0.37960492 0.54239648 0.6964282 0.36037842] [ 0.545299 0.46092758 0.46026486 0.66616364 0.35904736] [ 0.36599406 0.46643217 0.39481629 0.76864617 0.37577628] [ 0.73183074 0.39806583 0.51704602 0.21079675 0.5902936 ] [ 0.53109063 0.48728964 0.46192382 0.57644882 0.5693922 ] [ 0.61503187 0.59203943 0.42103756 0.44759114 0.37197061] [ 0.19895899 0.69768517 0.32094108 0.76162002 0.43771347] [ 0.70277351 0.42302296 0.61330032 0.33686689 0.37848028] [ 0.83374795 0.30624634 0.43118679 0.21422541 0.33730596] [ 0.21989076 0.55061918 0.64279516 0.59707825 0.61514391] Progress: 34.1% ... Training loss: 0.563 ... Validation loss: 0.955[ 0.64258747 0.51264985 0.53267066 0.36548324 0.35103407] [ 0.34156463 0.46225669 0.51905778 0.75964296 0.53440644] [ 0.13287529 0.65694415 0.36158382 0.88320149 0.56889379] [ 0.64886629 0.52860701 0.48823159 0.41986135 0.42662718] [ 0.29171005 0.5012027 0.45583313 0.77123554 0.38988973] [ 0.29202955 0.76408095 0.29968901 0.81791282 0.44302494] [ 0.4484615 0.4828691 0.40452687 0.45580157 0.44267672] [ 0.31953598 0.399627 0.49856158 0.70681137 0.47926726] [ 0.71869534 0.29880995 0.60133704 0.27243993 0.38390645] [ 0.32195929 0.66214422 0.43978339 0.82495524 0.60106077] [ 0.25551088 0.67729029 0.29223295 0.87071576 0.55424459] [ 0.69040518 0.51090269 0.53949645 0.37863619 0.4860643 ] [ 0.8863142 0.27294926 0.61209062 0.16563718 0.36826915] [ 0.55794942 0.47678512 0.30396773 0.49122894 0.48078966] [ 0.55490865 0.56334473 0.46594686 0.82950011 0.50907674] [ 0.49769578 0.64445098 0.43083365 0.60131688 0.40175467] [ 0.36687739 0.55902898 0.41716092 0.7177713 0.53446662] [ 0.37962567 0.57735393 0.454344 0.56240523 0.439764 ] [ 0.6258881 0.49565519 0.45115661 0.62154558 0.49384923] [ 0.41053534 0.58742502 0.54099639 0.51416905 0.52195257] [ 0.41087932 0.48386756 0.47800331 0.84424063 0.48753814] [ 0.17039887 0.51789308 0.44962341 0.89099378 0.71995549] [ 0.67010411 0.43661467 0.51601614 0.25680221 0.41063343] [ 0.51721148 0.51628607 0.42381417 0.62103939 0.58086499] [ 0.72216337 0.43706523 0.58390531 0.32027286 0.4990268 ] [ 0.56413996 0.42703426 0.46290128 0.41400235 0.35041988] [ 0.61428905 0.51475352 0.51180418 0.61205281 0.40265459] [ 0.54332067 0.62912919 0.43189052 0.44966243 0.44982608] [ 0.13538512 0.68753811 0.44242125 0.83111896 0.64089528] [ 0.46008644 0.41628793 0.66529746 0.39888846 0.5183079 ] [ 0.55515016 0.48348404 0.50691526 0.64784121 0.38610868] [ 0.36208785 0.61772334 0.50413039 0.56770115 0.56831043] [ 0.81065189 0.56965452 0.39900762 0.29283361 0.26222085] [ 0.3126375 0.56997422 0.45686141 0.78471817 0.56940128] [ 0.77771784 0.45033026 0.43757714 0.27869497 0.39978133] [ 0.80839389 0.45795573 0.42497611 0.21745158 0.34826798] [ 0.47313531 0.55183565 0.66380243 0.43483813 0.5044321 ] [ 0.83838433 0.44084376 0.36030659 0.41453282 0.39254611] [ 0.63797402 0.43982351 0.45909967 0.37535464 0.38924119] [ 0.51368863 0.54755002 0.44368057 0.74323451 0.50345854] [ 0.34742082 0.66090038 0.44626883 0.88899288 0.43319224] [ 0.48878663 0.60956517 0.44419721 0.6665895 0.45250318] [ 0.52017086 0.5687029 0.52249158 0.54926282 0.34906124] [ 0.46455756 0.45202833 0.49545381 0.3763656 0.61655477] [ 0.72279288 0.55769973 0.39066408 0.29613108 0.28199015] [ 0.86908791 0.31299938 0.5070372 0.25578848 0.37706085] [ 0.35992196 0.61889094 0.26597643 0.78324113 0.4614746 ] [ 0.76306516 0.54981219 0.27201118 0.43768064 0.23944671] [ 0.14443163 0.70651845 0.37023921 0.74800197 0.5243736 ] [ 0.59501456 0.50489101 0.52658486 0.27441725 0.48136014] [ 0.51966171 0.56374613 0.55518686 0.53874305 0.52371159] [ 0.78674185 0.4747764 0.32985719 0.31662046 0.26262414] [ 0.74641019 0.34053329 0.56964872 0.26296993 0.44873121] [ 0.57302155 0.5016098 0.49385986 0.38174716 0.58432905] [ 0.26399857 0.62710605 0.43736576 0.56543067 0.38327441] [ 0.90665791 0.30221514 0.59522803 0.12903552 0.32013355] [ 0.46944439 0.49445314 0.53413457 0.77683566 0.42698268] [ 0.73017128 0.43614171 0.39599988 0.26796749 0.33587888] [ 0.57407481 0.40223491 0.57977466 0.32119864 0.45415136] [ 0.59698901 0.44318572 0.49077642 0.43898738 0.39136292] [ 0.41935293 0.53827525 0.50204915 0.55535911 0.64272031] [ 0.17202904 0.54802848 0.4710747 0.79872653 0.59438788] [ 0.50658578 0.51227576 0.53669583 0.57848874 0.53601466] [ 0.53461113 0.58345449 0.4004075 0.60293151 0.4847313 ] [ 0.52497228 0.4284344 0.55117984 0.5520427 0.60418957] [ 0.58254894 0.44969914 0.51674704 0.68207157 0.49708704] [ 0.60859029 0.59574536 0.52233909 0.4512487 0.39322414] [ 0.60715846 0.37845533 0.52672833 0.5884824 0.47424972] [ 0.60451779 0.4753605 0.38308627 0.50320685 0.37023118] [ 0.64595571 0.33093608 0.56698484 0.28318395 0.58121905] [ 0.76138725 0.39945717 0.43021543 0.37370477 0.45747779] [ 0.22985989 0.53820014 0.45441393 0.75690355 0.44100646] [ 0.65497345 0.55785305 0.46680384 0.52475337 0.32097122] [ 0.36551052 0.43736268 0.44209124 0.72015024 0.63890004] [ 0.23203871 0.56539607 0.59961442 0.68330152 0.5476079 ] [ 0.62780405 0.5015934 0.63801941 0.66116634 0.44079412] [ 0.68440441 0.51842133 0.57764102 0.58848654 0.41768502] [ 0.3775198 0.54991132 0.54516582 0.69286553 0.62115107] [ 0.69631272 0.48006408 0.55918451 0.47683945 0.4023161 ] [ 0.60366384 0.5733942 0.50835358 0.48591307 0.46241099] [ 0.84682848 0.32049651 0.62679054 0.18870895 0.46037146] [ 0.26520077 0.57872675 0.44944417 0.45020258 0.51011662] [ 0.47951133 0.54273724 0.51521443 0.74057673 0.387821 ] [ 0.48483561 0.60734679 0.43880425 0.77674444 0.53318862] [ 0.56103376 0.47693193 0.46562049 0.44488834 0.44277686] [ 0.65382934 0.37264845 0.57794656 0.67699707 0.42317375] [ 0.57633328 0.46123791 0.57123839 0.45360581 0.61263645] [ 0.67577736 0.5673712 0.50828264 0.57785016 0.44528326] [ 0.49840871 0.42788334 0.4640144 0.61885789 0.47379484] [ 0.59714326 0.48027272 0.38749963 0.5977166 0.3762096 ] [ 0.46418428 0.56827599 0.40129858 0.37917299 0.4000154 ] [ 0.51796794 0.4737887 0.32435494 0.50512625 0.44917013] [ 0.50138265 0.40045188 0.41479008 0.54792563 0.57290174] [ 0.77116666 0.50973611 0.48543076 0.36202168 0.49489536] [ 0.65207413 0.47927534 0.4434552 0.45509036 0.42040176] [ 0.77752381 0.33136853 0.39047528 0.16940031 0.361559 ] [ 0.72146628 0.60109867 0.53339574 0.57859533 0.38905988] [ 0.39141424 0.51948853 0.62392091 0.65950113 0.44769326] [ 0.45156207 0.64190313 0.33463028 0.68749159 0.37814884] [ 0.60964075 0.54510037 0.48528508 0.47733998 0.38459413] [ 0.49904183 0.52562078 0.49801214 0.58892974 0.46203415] [ 0.5977755 0.41811356 0.529087 0.3529365 0.45281453] [ 0.20434224 0.58028338 0.51562969 0.88111694 0.56526103] [ 0.71242949 0.51873141 0.39776136 0.28855348 0.44630072] [ 0.75370432 0.33390266 0.59954719 0.26459296 0.36314007] [ 0.47183632 0.46991642 0.59922356 0.67570342 0.4036297 ] [ 0.68014329 0.36341676 0.55418121 0.4023246 0.46097072] [ 0.41014671 0.43720132 0.6629517 0.77898386 0.48216354] [ 0.74818115 0.6227624 0.53051525 0.46187084 0.38874355] [ 0.40129968 0.45453482 0.37528344 0.54002522 0.49442283] [ 0.89036322 0.47898143 0.51107421 0.35631733 0.28091923] [ 0.20321985 0.60016576 0.352668 0.84892263 0.52497693] [ 0.43224795 0.49334405 0.51443669 0.55289878 0.41687316] [ 0.58361972 0.52224391 0.36220936 0.36375401 0.41737823] [ 0.4853497 0.55130041 0.44496495 0.58743502 0.52050244] [ 0.69697185 0.41173985 0.5859898 0.46037236 0.46931641] [ 0.5534295 0.56362548 0.38783976 0.48756428 0.43286671] [ 0.74840584 0.47622118 0.48382317 0.33034461 0.44078945] [ 0.75589926 0.30744341 0.47813772 0.29911097 0.45558195] [ 0.6763413 0.41333128 0.54010302 0.40409303 0.36900195] [ 0.49709099 0.57076494 0.49912887 0.52405805 0.5646706 ] [ 0.77603636 0.36272665 0.58809973 0.21956219 0.41011844] [ 0.17699371 0.70735636 0.28258843 0.79526402 0.51664898] [ 0.65329608 0.48313666 0.58882561 0.4462518 0.5066927 ] [ 0.60278285 0.49782557 0.32803015 0.56166634 0.47948719] [ 0.70930211 0.42319131 0.40219433 0.37399981 0.40059209] [ 0.75884729 0.49663317 0.51205004 0.41397492 0.36632437] [ 0.63563671 0.3542179 0.54011995 0.250332 0.52339765] Progress: 34.2% ... Training loss: 0.563 ... Validation loss: 0.956[ 0.62593448 0.52103452 0.4547454 0.57988561 0.39367127] [ 0.39814239 0.5521513 0.34622412 0.48877041 0.38224734] [ 0.52848677 0.53550733 0.57795242 0.53069457 0.49013864] [ 0.70754 0.38318977 0.56430521 0.24762397 0.37174698] [ 0.93473506 0.41938996 0.54188517 0.08345384 0.31933288] [ 0.63462084 0.40271053 0.42342781 0.41153726 0.41880604] [ 0.67245151 0.50870788 0.44534326 0.4106082 0.33521689] [ 0.6521453 0.39233714 0.4759313 0.42549453 0.32893205] [ 0.82478682 0.33830541 0.54387933 0.25316671 0.43489881] [ 0.87818261 0.44929483 0.52025131 0.17429357 0.40148652] [ 0.51778268 0.30970092 0.47118712 0.49365479 0.47899998] [ 0.57226203 0.5700789 0.44406058 0.59069371 0.38416921] [ 0.66302248 0.44990748 0.5042373 0.56087666 0.40601871] [ 0.74595766 0.46844611 0.61966984 0.26972107 0.43800904] [ 0.37358188 0.50380996 0.52217105 0.79119815 0.49056966] [ 0.11222138 0.71605974 0.41015412 0.9330135 0.60703627] [ 0.56457721 0.58080818 0.46308986 0.54848912 0.55397745] [ 0.66302248 0.44990748 0.5042373 0.56087666 0.40601871] [ 0.57231291 0.40932636 0.60271701 0.46067157 0.47301993] [ 0.50173819 0.60712912 0.43409867 0.68224678 0.36021257] [ 0.5153239 0.64921291 0.40151798 0.62744854 0.27683002] [ 0.47191116 0.44681271 0.49951481 0.52544499 0.48575943] [ 0.72184052 0.44524832 0.53806286 0.26930681 0.47619161] [ 0.27243346 0.70068022 0.27495905 0.79168248 0.52892571] [ 0.84016962 0.45603804 0.54817735 0.2539605 0.43621236] [ 0.58499509 0.39311852 0.52207283 0.53594032 0.29890628] [ 0.79527755 0.33269353 0.61611109 0.2514395 0.43382461] [ 0.40028532 0.54974752 0.47927461 0.72186142 0.56667604] [ 0.44989601 0.60433817 0.42832913 0.69911716 0.42423671] [ 0.63687388 0.41516164 0.49324618 0.38977628 0.43991328] [ 0.61492177 0.46780376 0.51410033 0.45966464 0.42624207] [ 0.78089113 0.48554643 0.52920039 0.41182109 0.42540772] [ 0.69029699 0.56768539 0.44685891 0.6365421 0.35961338] [ 0.23132006 0.54194111 0.51715621 0.86073496 0.59357477] [ 0.85148288 0.39020599 0.55925977 0.20882926 0.41012184] [ 0.78373178 0.51908643 0.5444583 0.38703604 0.41679694] [ 0.28418215 0.4345899 0.39188583 0.79844204 0.44398923] [ 0.19948529 0.50757944 0.56184049 0.75926448 0.5528768 ] [ 0.61434882 0.40172496 0.38020539 0.61179879 0.33326882] [ 0.28738273 0.62256693 0.38338409 0.66931121 0.38156666] [ 0.48098263 0.50435698 0.56671339 0.81431824 0.45580953] [ 0.20796175 0.71169904 0.42893816 0.80056199 0.48960141] [ 0.70090217 0.42842411 0.56386484 0.38840338 0.33817622] [ 0.74452232 0.32097206 0.54802983 0.50757265 0.38367269] [ 0.72416228 0.35814262 0.50917415 0.24915849 0.43969608] [ 0.40978646 0.53139431 0.40546636 0.67743051 0.34728341] [ 0.66402878 0.60664272 0.52624877 0.50779087 0.46535098] [ 0.22459116 0.6941957 0.33349534 0.89702976 0.45186211] [ 0.43759168 0.59858516 0.36324996 0.54958333 0.50956516] [ 0.84980002 0.40410822 0.54417555 0.27038986 0.39179718] [ 0.69034999 0.47222758 0.50327801 0.43985282 0.4215197 ] [ 0.30495975 0.65174357 0.29178516 0.60859446 0.4244124 ] [ 0.09387839 0.47106465 0.44526739 0.84401375 0.55700022] [ 0.75030005 0.5878446 0.43993818 0.5553672 0.4999256 ] [ 0.34905499 0.65303933 0.36119501 0.73217691 0.42098716] [ 0.27495641 0.58233831 0.42762507 0.73596454 0.65669574] [ 0.76199238 0.48102967 0.54209126 0.17934032 0.41828062] [ 0.50622627 0.51698855 0.46234034 0.56377583 0.40589006] [ 0.59777217 0.49428699 0.51973689 0.69551226 0.40727473] [ 0.380121 0.66012789 0.47198553 0.62825537 0.35805653] [ 0.34507723 0.57610129 0.56440744 0.59176491 0.61964602] [ 0.73006159 0.35839983 0.49748922 0.16493696 0.42943713] [ 0.73134684 0.57719305 0.45815841 0.523831 0.42214155] [ 0.11970128 0.67326961 0.44543726 0.92363116 0.57762557] [ 0.32320859 0.60657291 0.5407426 0.68409409 0.56418202] [ 0.16375095 0.57216061 0.54841728 0.86118963 0.5274745 ] [ 0.52997425 0.38323987 0.45323157 0.67970726 0.49833536] [ 0.35623955 0.50443357 0.50656083 0.68991511 0.58476813] [ 0.2595782 0.56921006 0.42097739 0.75462952 0.67142364] [ 0.77127102 0.27548283 0.61097897 0.20815942 0.41210615] [ 0.37650582 0.62576451 0.31303632 0.75497183 0.56149067] [ 0.51223137 0.65212371 0.47927614 0.50577431 0.40605615] [ 0.48521647 0.51638194 0.56461063 0.6584077 0.50185403] [ 0.59859994 0.34760654 0.59428042 0.46538172 0.40196434] [ 0.18361426 0.5732543 0.34741598 0.87012846 0.58817689] [ 0.60285838 0.49868513 0.48731661 0.33145492 0.48706932] [ 0.41360065 0.49029702 0.49387301 0.68472708 0.33495721] [ 0.56899034 0.51785589 0.40392896 0.3871064 0.41773427] [ 0.78071585 0.5511708 0.43068243 0.3946108 0.34322697] [ 0.62847252 0.52254355 0.57530278 0.49128051 0.43813202] [ 0.60930387 0.53085153 0.61844165 0.46103837 0.46860883] [ 0.23513308 0.56152387 0.39677042 0.71674672 0.49604518] [ 0.89967247 0.28862864 0.46722502 0.1770152 0.40187951] [ 0.32064362 0.47547446 0.45275589 0.72159547 0.41548479] [ 0.64153909 0.4662582 0.61212645 0.58576873 0.45201574] [ 0.87363923 0.56226862 0.37926224 0.37568139 0.27188193] [ 0.57479778 0.62622246 0.33826426 0.54333333 0.37535357] [ 0.70348476 0.51735337 0.59470163 0.22841693 0.43453367] [ 0.62497721 0.38292161 0.56844463 0.36171658 0.48794024] [ 0.59197027 0.49492215 0.40253928 0.28970804 0.40672048] [ 0.515714 0.40454427 0.37841269 0.76778258 0.36915428] [ 0.41997592 0.5420642 0.44345451 0.38174946 0.51136042] [ 0.2269289 0.55343299 0.46855103 0.84662414 0.54882488] [ 0.45160232 0.4720119 0.50859211 0.57645537 0.39167616] [ 0.61724442 0.45326283 0.56873147 0.43820476 0.47292583] [ 0.19460465 0.7231208 0.39686513 0.83787444 0.57371441] [ 0.34678679 0.52653235 0.58956945 0.79119498 0.42149918] [ 0.52400029 0.50565907 0.56669228 0.5388124 0.36819074] [ 0.41708061 0.49704486 0.56289769 0.59524111 0.42407176] [ 0.54349508 0.42639771 0.58686282 0.30423792 0.45384217] [ 0.5730397 0.48418877 0.51158173 0.30931448 0.53827525] [ 0.40857859 0.51087482 0.47950208 0.57598241 0.50554949] [ 0.57025402 0.38101563 0.63704143 0.49255243 0.47998357] [ 0.31986367 0.49008415 0.42421447 0.68153398 0.39799401] [ 0.43149096 0.63456031 0.35459281 0.7394714 0.40145994] [ 0.25423358 0.53673212 0.50801109 0.84021009 0.61250406] [ 0.66440643 0.47611858 0.485862 0.40993183 0.41427255] [ 0.58342626 0.54568703 0.42737372 0.33230149 0.36070856] [ 0.75870183 0.37879302 0.42841015 0.35174485 0.46523504] [ 0.48411658 0.6160372 0.41337712 0.53586543 0.42447454] [ 0.8325872 0.25666119 0.59166375 0.24335065 0.47622576] [ 0.18928272 0.50033573 0.51105848 0.81709746 0.52674362] [ 0.47280455 0.51286391 0.5339362 0.82502626 0.52636961] [ 0.60413337 0.52748339 0.37129855 0.40582036 0.39190481] [ 0.82208411 0.46563979 0.4327115 0.20443574 0.3592893 ] [ 0.36419368 0.58237743 0.36606519 0.72404131 0.40378624] [ 0.39139516 0.55501977 0.48091323 0.75270369 0.42275522] [ 0.22965162 0.61129038 0.31194004 0.65427194 0.49177912] [ 0.72813436 0.45698818 0.41960545 0.3980816 0.47074864] [ 0.81631806 0.47953477 0.44266625 0.1938585 0.37492788] [ 0.57972536 0.57702915 0.51528008 0.61920176 0.33441444] [ 0.73020546 0.53486164 0.55285732 0.42590702 0.54632803] [ 0.72452786 0.45987498 0.5374845 0.23658214 0.52850218] [ 0.77107085 0.35875322 0.49513472 0.19905098 0.39142044] [ 0.63986705 0.41609557 0.67457344 0.56528574 0.42026558] [ 0.762838 0.2821043 0.43741046 0.35305142 0.34032931] [ 0.78846805 0.45891547 0.534026 0.2824525 0.49028183] [ 0.45514093 0.56824601 0.45929895 0.57317766 0.39365216] Progress: 34.2% ... Training loss: 0.563 ... Validation loss: 0.956[ 0.85125684 0.34516436 0.50591894 0.09986737 0.30672168] [ 0.76461325 0.43437679 0.58224043 0.3346384 0.41478896] [ 0.40064173 0.62598388 0.47109432 0.56628701 0.3532173 ] [ 0.57849788 0.38236782 0.56074699 0.59575711 0.36299921] [ 0.71470594 0.4958213 0.46762524 0.59717154 0.40774145] [ 0.23433941 0.65872628 0.38441888 0.82704464 0.48357579] [ 0.62520373 0.40369758 0.5003508 0.49816474 0.47272975] [ 0.87422561 0.46377834 0.55180758 0.22079992 0.4260373 ] [ 0.36941813 0.64906751 0.33469518 0.58307406 0.3854241 ] [ 0.57408092 0.46948749 0.55552023 0.54063467 0.43389165] [ 0.19341978 0.70626246 0.30207659 0.86897219 0.60216672] [ 0.60990047 0.45469249 0.62515801 0.48745224 0.40511469] [ 0.07876188 0.56484007 0.40871467 0.91109708 0.51752148] [ 0.48216472 0.54591779 0.36503841 0.60286709 0.40992813] [ 0.68581811 0.49847062 0.3958654 0.37801025 0.36613346] [ 0.71394129 0.49613847 0.60160305 0.41769866 0.42583518] [ 0.39236003 0.65516195 0.32383996 0.76306476 0.40063224] [ 0.5348389 0.53271722 0.46124039 0.60461715 0.33511696] [ 0.15937135 0.50398233 0.49755181 0.86295374 0.58561952] [ 0.54757235 0.42349843 0.7358319 0.64322409 0.45148038] [ 0.78560751 0.47304514 0.47147701 0.24862002 0.49665281] [ 0.42410371 0.558452 0.33028336 0.51797932 0.42930585] [ 0.81358755 0.43654586 0.47546115 0.4140783 0.43896694] [ 0.25366436 0.42984716 0.51631073 0.74815902 0.46492298] [ 0.69349624 0.43365659 0.5877427 0.68695285 0.37975988] [ 0.50337413 0.49594979 0.51637981 0.65190552 0.57484488] [ 0.46957089 0.47677149 0.61958474 0.74129393 0.34401105] [ 0.39375336 0.530456 0.43114077 0.39173422 0.53418782] [ 0.44955641 0.54648587 0.4947426 0.48968185 0.49355083] [ 0.60211408 0.56842486 0.44790283 0.48711926 0.60467614] [ 0.24333067 0.55665864 0.4325826 0.74698121 0.40900743] [ 0.48248943 0.53479406 0.39091993 0.49386461 0.32273948] [ 0.89238307 0.33814971 0.65466712 0.16142343 0.33177456] [ 0.88655227 0.35060817 0.61740754 0.18684256 0.3825527 ] [ 0.77835639 0.37951936 0.48059624 0.37436129 0.45188676] [ 0.6067345 0.42178611 0.53056065 0.17836692 0.42976598] [ 0.26954662 0.6092936 0.42806571 0.57624992 0.55402949] [ 0.17188578 0.5191442 0.48963974 0.85944873 0.54838742] [ 0.75252095 0.30963645 0.42765467 0.38797214 0.45393956] [ 0.40051437 0.4978437 0.42169466 0.76778121 0.45270006] [ 0.53621871 0.61247262 0.34147522 0.57257784 0.44419411] [ 0.51862698 0.50085222 0.4519523 0.64798561 0.56405709] [ 0.6938042 0.43064782 0.61955174 0.33688487 0.4382839 ] [ 0.58974541 0.47273647 0.5456779 0.48316215 0.48216986] [ 0.41115161 0.47506536 0.56301379 0.69535763 0.38640294] [ 0.4126362 0.52325838 0.46579431 0.51132839 0.48254841] [ 0.56710745 0.37090402 0.53947735 0.49311423 0.45445357] [ 0.44229183 0.59186025 0.45830614 0.68621537 0.62424243] [ 0.64479867 0.31389227 0.55988029 0.215333 0.48360375] [ 0.49591296 0.4076419 0.56178138 0.25017993 0.55915381] [ 0.62249432 0.45458331 0.65061718 0.59265617 0.44492249] [ 0.44611393 0.5770823 0.41778029 0.52774286 0.45214842] [ 0.87312171 0.34501885 0.58966461 0.20358842 0.42201535] [ 0.48968369 0.40733534 0.61213507 0.52593724 0.37411893] [ 0.46089056 0.60905789 0.37439167 0.61793294 0.47571081] [ 0.22568516 0.71277431 0.29680316 0.76418524 0.55942622] [ 0.48680111 0.51891995 0.48359682 0.50994698 0.55413952] [ 0.68248622 0.61201527 0.44714497 0.38221684 0.42618605] [ 0.50393476 0.5870624 0.43749052 0.36644067 0.52516313] [ 0.74067548 0.54074098 0.51607367 0.40769671 0.35395044] [ 0.72052124 0.57048482 0.53508814 0.53280032 0.42237874] [ 0.70698026 0.41109563 0.42335756 0.43762563 0.45919938] [ 0.35717315 0.48011188 0.50302733 0.60755644 0.46245815] [ 0.7866793 0.42109048 0.51734306 0.31302086 0.41351732] [ 0.2001145 0.58400841 0.49097176 0.72693554 0.48508294] [ 0.67024807 0.48037264 0.50327334 0.30276382 0.37111727] [ 0.56166188 0.41714285 0.55163453 0.6076446 0.41076601] [ 0.30787306 0.43336118 0.43144684 0.57876252 0.59405968] [ 0.12588961 0.6279961 0.39658284 0.86228132 0.42878849] [ 0.48246382 0.41710993 0.61885418 0.76411132 0.48420679] [ 0.44094485 0.48033929 0.52533376 0.63059387 0.46879255] [ 0.63179623 0.45099973 0.55056262 0.30956152 0.52839537] [ 0.73635832 0.46824376 0.4698261 0.28273058 0.41231893] [ 0.72371464 0.59996274 0.41580277 0.49172897 0.34993852] [ 0.45524388 0.53219095 0.45072591 0.52757153 0.36296264] [ 0.54466136 0.64916801 0.42640009 0.56649094 0.45057878] [ 0.56933458 0.55471551 0.43984962 0.55089904 0.51743699] [ 0.85125684 0.34516436 0.50591894 0.09986737 0.30672168] [ 0.57942153 0.36672778 0.57021993 0.44624622 0.50866142] [ 0.14622145 0.5660422 0.46411624 0.82490819 0.60376219] [ 0.60446518 0.57529297 0.40229649 0.70684427 0.33866175] [ 0.22890779 0.50119359 0.50345707 0.74665737 0.73784884] [ 0.80397685 0.49817674 0.54471238 0.1843948 0.43494097] [ 0.3231959 0.69209703 0.53356605 0.71108526 0.53152932] [ 0.6279904 0.44700239 0.38718168 0.36562477 0.31185505] [ 0.21271677 0.50425366 0.39838353 0.7696242 0.5169796 ] [ 0.54256505 0.62948218 0.43173348 0.45005009 0.44997436] [ 0.8017334 0.50391591 0.40448819 0.51534862 0.43125686] [ 0.48135175 0.63999234 0.49699983 0.60116629 0.36220413] [ 0.79682949 0.45998426 0.53512313 0.25567943 0.39851476] [ 0.14666295 0.6814004 0.33545499 0.82962687 0.48108615] [ 0.89766643 0.39250038 0.56219137 0.20364201 0.3791495 ] [ 0.7107636 0.24097222 0.5039902 0.26645053 0.45311877] [ 0.47483329 0.4945524 0.37708318 0.65317651 0.42164254] [ 0.35664328 0.7094701 0.33114358 0.80219249 0.47911425] [ 0.69908123 0.4709029 0.53794065 0.41456178 0.52107832] [ 0.46775386 0.54395877 0.57591096 0.64454075 0.58361068] [ 0.71087434 0.52626431 0.56230054 0.17612519 0.45530654] [ 0.61104986 0.53121277 0.47578887 0.54112541 0.57041118] [ 0.55546288 0.62473242 0.45488379 0.50275331 0.44905439] [ 0.8106263 0.42791814 0.50956218 0.42376469 0.39765036] [ 0.64852651 0.31619717 0.52861735 0.42001589 0.48560388] [ 0.30843976 0.48615633 0.53184765 0.89731258 0.5572584 ] [ 0.28233642 0.56908137 0.45600753 0.71307691 0.54241305] [ 0.6202658 0.51375182 0.34353285 0.39949376 0.40539309] [ 0.69880805 0.45950287 0.48769748 0.27417139 0.43479037] [ 0.77295304 0.3677689 0.51375566 0.39854103 0.28202949] [ 0.54605741 0.46975878 0.50226073 0.50423759 0.46929358] [ 0.41380266 0.43911382 0.61430024 0.66908645 0.44718758] [ 0.87909012 0.41437837 0.44119346 0.24652308 0.27418604] [ 0.60253419 0.49878705 0.48397692 0.35997714 0.51206565] [ 0.77104169 0.43027481 0.37576439 0.35053705 0.36285187] [ 0.34623192 0.52862375 0.59543735 0.76254299 0.5736183 ] [ 0.43599317 0.65929831 0.42097767 0.53749633 0.4458825 ] [ 0.62899835 0.5049676 0.43944456 0.5420537 0.35023194] [ 0.4734393 0.49486927 0.54014357 0.38805924 0.55343158] [ 0.60707274 0.41558935 0.59019197 0.27919306 0.60250972] [ 0.47182244 0.4045637 0.70036909 0.68307222 0.5057016 ] [ 0.55350198 0.59440827 0.37247797 0.51423042 0.37917725] [ 0.87449708 0.44075686 0.52571816 0.19359466 0.35661933] [ 0.70446541 0.3412329 0.39535649 0.31748693 0.4651376 ] [ 0.76512345 0.55601701 0.46460769 0.57412621 0.37495875] [ 0.59421294 0.39641452 0.47856137 0.66827169 0.3151331 ] [ 0.61199401 0.35888933 0.57158739 0.70257621 0.40064518] [ 0.52962467 0.53301283 0.46075744 0.52752701 0.37659673] [ 0.59135622 0.57148762 0.53389369 0.55262167 0.45315993] [ 0.35841277 0.66673931 0.3998502 0.8693184 0.49900288] [ 0.50810787 0.35753703 0.53014067 0.45027465 0.50871802] Progress: 34.3% ... Training loss: 0.563 ... Validation loss: 0.955[ 0.19091314 0.6272517 0.37881612 0.88192793 0.43935444] [ 0.74732577 0.31232611 0.59471714 0.23129088 0.4455892 ] [ 0.2880023 0.4559541 0.51721958 0.52906371 0.64117168] [ 0.60714471 0.37805124 0.68889528 0.58091088 0.39195904] [ 0.41022252 0.54874715 0.33098323 0.64105859 0.47619431] [ 0.60387346 0.40094938 0.45103816 0.56551535 0.29976833] [ 0.19770979 0.60589365 0.46416601 0.66945593 0.51573448] [ 0.13765834 0.7262354 0.44447163 0.86955713 0.59539744] [ 0.56205911 0.43173548 0.49115633 0.48259642 0.59464906] [ 0.66752425 0.60739235 0.52629008 0.49130392 0.41319806] [ 0.8468859 0.52712822 0.44332992 0.31334711 0.30940681] [ 0.61174567 0.43736785 0.56220771 0.43665072 0.43576903] [ 0.15372194 0.54788956 0.53324469 0.7749894 0.47166395] [ 0.77995565 0.45222104 0.4976574 0.26746506 0.40779725] [ 0.63179272 0.42705963 0.55875783 0.43080431 0.36064558] [ 0.58834312 0.41439448 0.5825375 0.43189476 0.48208412] [ 0.86885035 0.43460197 0.55694136 0.16809682 0.39528683] [ 0.29403703 0.54318848 0.55453828 0.7358214 0.50813823] [ 0.26353874 0.59585132 0.50387885 0.91572208 0.52703186] [ 0.34284234 0.51213767 0.53903083 0.6733576 0.59097996] [ 0.73541174 0.46408608 0.5479454 0.36857282 0.37463947] [ 0.68305183 0.39258634 0.58781216 0.44978506 0.38239089] [ 0.55580769 0.4833072 0.50698492 0.64738359 0.38605805] [ 0.77783549 0.36911562 0.66487624 0.25743409 0.41182719] [ 0.60991659 0.67951168 0.43367829 0.49595811 0.45538199] [ 0.19999082 0.50205791 0.33758161 0.90414697 0.45479214] [ 0.62273612 0.32290919 0.53255313 0.3119501 0.49090115] [ 0.72306198 0.32270403 0.52571154 0.50161616 0.43658425] [ 0.87316238 0.40118479 0.57492007 0.42036839 0.37085661] [ 0.68749068 0.48603788 0.48623414 0.25215115 0.41120928] [ 0.8576778 0.32971 0.45292135 0.25966461 0.41558093] [ 0.47280761 0.61945732 0.37763675 0.56614994 0.47449706] [ 0.47016698 0.57900111 0.37840686 0.67323186 0.25057406] [ 0.28492343 0.44622663 0.55359713 0.66706159 0.46227097] [ 0.25954884 0.5476408 0.47116391 0.82940414 0.53727582] [ 0.5393241 0.52335899 0.51313312 0.60359205 0.46276603] [ 0.44757164 0.48312907 0.5172756 0.70918428 0.48110857] [ 0.2505951 0.51051259 0.60129518 0.81139154 0.61006535] [ 0.47586144 0.58995121 0.4530045 0.46178176 0.64811592] [ 0.51967346 0.42033602 0.54286347 0.40402541 0.44806192] [ 0.37682641 0.64756628 0.40313125 0.6356427 0.36687248] [ 0.59152098 0.42496647 0.52509362 0.30965119 0.52138222] [ 0.21250043 0.59870943 0.44280476 0.79674108 0.4248098 ] [ 0.7282624 0.44613862 0.62485437 0.33603721 0.36408947] [ 0.50823109 0.56564242 0.42461036 0.62763954 0.50903671] [ 0.47222162 0.3900184 0.61339101 0.41860007 0.54455463] [ 0.28457449 0.6256288 0.45039784 0.59877403 0.48201918] [ 0.39565858 0.62735728 0.43987207 0.58818855 0.45338927] [ 0.37296693 0.68728758 0.38096497 0.77481337 0.57900698] [ 0.48471759 0.48981776 0.53666606 0.60455417 0.3545614 ] [ 0.79018134 0.34120841 0.52092839 0.21016647 0.34955606] [ 0.30554223 0.64313157 0.45424253 0.75228643 0.53152461] [ 0.50275524 0.49158523 0.55546975 0.46099728 0.51753977] [ 0.21730889 0.50724136 0.46525171 0.8295353 0.5477968 ] [ 0.53571784 0.42045869 0.60912127 0.49673342 0.52439946] [ 0.81085247 0.50081141 0.44131074 0.27530615 0.38203121] [ 0.40832449 0.50622809 0.49874783 0.7642689 0.44615041] [ 0.75600267 0.48286153 0.49398048 0.26050247 0.38959105] [ 0.77927255 0.39420127 0.58889133 0.20682906 0.45390807] [ 0.1770043 0.47331969 0.50145229 0.86162037 0.67211581] [ 0.65290563 0.38397323 0.68191258 0.55898516 0.36709698] [ 0.59722801 0.56287602 0.55865695 0.62849971 0.56874926] [ 0.63887852 0.5298499 0.38286353 0.50279743 0.30053826] [ 0.64943021 0.46967612 0.49711383 0.16104656 0.5266189 ] [ 0.50457913 0.41374732 0.41889539 0.59299929 0.5107262 ] [ 0.50667844 0.46363467 0.54169132 0.65753497 0.44326309] [ 0.78215697 0.35674606 0.61392977 0.30681415 0.47028554] [ 0.32150522 0.63919845 0.42621024 0.70822873 0.40807525] [ 0.16407752 0.60779952 0.31414419 0.92605328 0.65223699] [ 0.76389607 0.40934272 0.53146553 0.15572532 0.45072875] [ 0.44717559 0.49032503 0.3977531 0.54418707 0.55505554] [ 0.49396271 0.46472231 0.62311488 0.64441713 0.50803696] [ 0.48165002 0.55330742 0.36821615 0.46420522 0.49674646] [ 0.41697194 0.47685134 0.52869543 0.4621958 0.49666239] [ 0.25102822 0.57722866 0.48959444 0.80385736 0.61442289] [ 0.64847652 0.54689232 0.46267325 0.53450815 0.56896698] [ 0.72938741 0.50260489 0.43840455 0.45267993 0.35672933] [ 0.49880156 0.55352132 0.44217272 0.65929565 0.46324093] [ 0.6639725 0.37376862 0.62089093 0.40450421 0.40401758] [ 0.82662968 0.36477802 0.509061 0.24759431 0.44356817] [ 0.28223991 0.57784369 0.56498234 0.67205111 0.45533466] [ 0.31660949 0.54706574 0.53775711 0.72064965 0.53572705] [ 0.76311856 0.41232599 0.57793106 0.23718435 0.45683028] [ 0.59328564 0.49667089 0.37222493 0.50210713 0.42951836] [ 0.61577462 0.48054424 0.46697476 0.63667269 0.47535363] [ 0.37354867 0.62116095 0.29412008 0.72345245 0.38961716] [ 0.83753333 0.45207116 0.58012179 0.38289859 0.36021069] [ 0.88465865 0.3733342 0.61015493 0.31677866 0.4207171 ] [ 0.41089044 0.48410957 0.47789781 0.84404563 0.48766642] [ 0.26189872 0.73108349 0.43113336 0.64487552 0.51970175] [ 0.21159993 0.6847006 0.47642238 0.780581 0.524882 ] [ 0.59195891 0.39847806 0.67451522 0.64969892 0.44766839] [ 0.26189872 0.73108349 0.43113336 0.64487552 0.51970175] [ 0.25998122 0.56181488 0.49226149 0.78757581 0.53351305] [ 0.79728481 0.45956671 0.53529822 0.25535266 0.39836905] [ 0.45834246 0.54279555 0.46367757 0.44115175 0.53048222] [ 0.77560995 0.40477396 0.56388856 0.36735621 0.38718126] [ 0.14749093 0.67501408 0.51495349 0.82160549 0.67243507] [ 0.42202769 0.4743242 0.50270222 0.58298889 0.56987586] [ 0.74306774 0.51892066 0.43563369 0.59288783 0.31494832] [ 0.35669333 0.68209416 0.45978133 0.71784997 0.51814149] [ 0.86371957 0.44834541 0.63399711 0.1896968 0.3852272 ] [ 0.81714906 0.4033083 0.4490763 0.34919952 0.50286146] [ 0.63418893 0.40300269 0.42330969 0.41177683 0.41891671] [ 0.54313403 0.66700357 0.53235327 0.62000618 0.43973179] [ 0.6580662 0.51922565 0.44193207 0.39700462 0.51725426] [ 0.5590566 0.4924169 0.50878135 0.4826971 0.53769731] [ 0.25831552 0.53005972 0.57340738 0.66119444 0.41200998] [ 0.65762367 0.46547641 0.5604201 0.73980347 0.38053256] [ 0.26578613 0.66926776 0.54095528 0.75464331 0.49116339] [ 0.84789269 0.35271635 0.59019579 0.17580844 0.45297988] [ 0.24424843 0.66247038 0.32945893 0.79298517 0.53647852] [ 0.38958568 0.52726688 0.42287161 0.6618122 0.63233068] [ 0.20754717 0.49532941 0.40207861 0.87216108 0.45827677] [ 0.16312126 0.5570146 0.50012709 0.83791081 0.61221637] [ 0.20913243 0.54191799 0.58809645 0.82102221 0.59199765] [ 0.58633867 0.65805989 0.42967587 0.57534832 0.46506118] [ 0.59059827 0.51601958 0.46674299 0.52903076 0.53373871] [ 0.4150857 0.60868833 0.45580895 0.59657089 0.43820211] [ 0.66732053 0.431193 0.57872213 0.39017315 0.43142137] [ 0.65244192 0.43753883 0.64157216 0.65727542 0.4065941 ] [ 0.20804738 0.74481398 0.29578511 0.78342844 0.50436174] [ 0.65499696 0.49569426 0.42280332 0.74507859 0.40311332] [ 0.06380906 0.69880932 0.3679019 0.89908646 0.53837464] [ 0.59443929 0.52627495 0.40211976 0.72466195 0.5167864 ] [ 0.6157141 0.56273707 0.42700027 0.48513588 0.44942752] [ 0.59285039 0.49215593 0.45651606 0.56958197 0.52225124] [ 0.81967619 0.42375667 0.42435845 0.21903365 0.36015598] Progress: 34.4% ... Training loss: 0.562 ... Validation loss: 0.954[ 0.78168622 0.45085887 0.52957041 0.45842377 0.381811 ] [ 0.42039835 0.49733735 0.29861662 0.76254327 0.39480995] [ 0.59313013 0.54398926 0.32393963 0.52743503 0.36331313] [ 0.76810939 0.54665407 0.3680538 0.4931289 0.37648022] [ 0.57896689 0.54517575 0.35249308 0.51330649 0.39101843] [ 0.45175395 0.52268048 0.56845427 0.50022036 0.55746025] [ 0.62957391 0.454711 0.54275347 0.59042303 0.34259216] [ 0.72359744 0.53917878 0.51051938 0.47991086 0.42451529] [ 0.23519578 0.62575573 0.37370766 0.76258832 0.52260062] [ 0.53297278 0.50751831 0.64369929 0.53565948 0.48124242] [ 0.26623791 0.72692064 0.4123837 0.8161009 0.51243439] [ 0.74407508 0.48316238 0.49749967 0.20481081 0.34688718] [ 0.73544807 0.29916606 0.55264288 0.30132273 0.47489 ] [ 0.64487684 0.53128268 0.52280672 0.34870145 0.54970597] [ 0.48254997 0.41744492 0.61871291 0.76404554 0.48434159] [ 0.54999218 0.43687624 0.48636018 0.70635695 0.36370357] [ 0.30623248 0.66095799 0.44798098 0.73312693 0.37405161] [ 0.73155462 0.42968982 0.51911654 0.61315321 0.34452261] [ 0.35639183 0.63787705 0.33746615 0.73266314 0.39062877] [ 0.53009514 0.44489595 0.50239929 0.52158029 0.56148293] [ 0.33426254 0.54564011 0.54511356 0.7080006 0.58919496] [ 0.88432237 0.42937354 0.54733928 0.26678297 0.37203878] [ 0.14471665 0.64106584 0.39458676 0.92017317 0.55132383] [ 0.53664155 0.63266494 0.56119989 0.66201914 0.49687316] [ 0.60652698 0.5436043 0.41045662 0.4846543 0.44643743] [ 0.79421724 0.30749283 0.68257135 0.19040514 0.44109723] [ 0.36378979 0.53540055 0.46420264 0.72969602 0.3563389 ] [ 0.57274576 0.55354022 0.6077187 0.54509901 0.47877666] [ 0.53130097 0.41286393 0.48170056 0.51540015 0.35012788] [ 0.17425263 0.54443085 0.51858382 0.88994525 0.61951279] [ 0.39776534 0.58963201 0.51625052 0.61989535 0.55052141] [ 0.47381975 0.58966788 0.39389278 0.58909632 0.47440933] [ 0.46275182 0.40321647 0.4383209 0.73508295 0.56831404] [ 0.6001832 0.41508139 0.34000392 0.55361901 0.28321515] [ 0.47980703 0.67392592 0.41123135 0.61756414 0.4075248 ] [ 0.62654872 0.45403668 0.38970782 0.59185946 0.33425613] [ 0.80405665 0.49811665 0.54473958 0.18434422 0.43491232] [ 0.23127829 0.56457611 0.55492506 0.83137916 0.58717102] [ 0.63452116 0.33647933 0.5320911 0.32362636 0.58608427] [ 0.52550833 0.6370678 0.45001573 0.5910338 0.46301072] [ 0.744888 0.45923562 0.59556097 0.40425367 0.42124104] [ 0.80385213 0.45301546 0.50534625 0.50409742 0.40051649] [ 0.54054444 0.64489369 0.43290125 0.65170195 0.43012502] [ 0.69940547 0.46777882 0.50491891 0.52381402 0.46012767] [ 0.66042394 0.41738561 0.45324898 0.2662946 0.37090678] [ 0.33313931 0.54259178 0.43457477 0.81963627 0.36683147] [ 0.50234707 0.46164102 0.5183889 0.58282203 0.40314129] [ 0.52582523 0.51235644 0.48842156 0.64737135 0.36935303] [ 0.78650592 0.51073862 0.5826228 0.37698102 0.41725797] [ 0.49434362 0.42080962 0.60915858 0.54474689 0.39664965] [ 0.42146142 0.53074418 0.49705978 0.61514027 0.32132778] [ 0.28841044 0.5423577 0.39586584 0.76111333 0.45191284] [ 0.75134961 0.43377325 0.62990903 0.24409442 0.5183763 ] [ 0.65136466 0.65082821 0.40014542 0.53150248 0.39518708] [ 0.31843274 0.59048193 0.57796642 0.78553003 0.5230348 ] [ 0.8937272 0.41043223 0.51195398 0.20724057 0.34539061] [ 0.47615275 0.5312503 0.59222502 0.7636869 0.55979227] [ 0.47223882 0.49079386 0.57409012 0.64285614 0.42372887] [ 0.48364932 0.5897761 0.36898771 0.37771928 0.42886015] [ 0.79406361 0.3522114 0.63475618 0.18993067 0.49952865] [ 0.12272374 0.50717127 0.44095896 0.8388191 0.6373414 ] [ 0.6333406 0.49359472 0.56150256 0.42495759 0.61527688] [ 0.78168529 0.55466621 0.49689917 0.3937407 0.37450983] [ 0.72428461 0.35344936 0.58327427 0.24342394 0.53422632] [ 0.40390748 0.53627062 0.5655757 0.7071021 0.42457272] [ 0.63745333 0.45509888 0.57057562 0.49316155 0.42028033] [ 0.69664098 0.47625144 0.48107671 0.42748533 0.4537415 ] [ 0.31856597 0.57896653 0.4459858 0.81954786 0.33116242] [ 0.32129439 0.64829381 0.48522535 0.8200515 0.37521143] [ 0.41822662 0.55379564 0.40276068 0.47424087 0.59607253] [ 0.7281856 0.46020474 0.58202833 0.47924992 0.4186566 ] [ 0.2331208 0.59115607 0.51410992 0.8278779 0.52183609] [ 0.66847141 0.39380949 0.48422737 0.62706202 0.33270859] [ 0.79709283 0.4695594 0.45432276 0.29520674 0.32580962] [ 0.82681238 0.25877851 0.3861292 0.18649027 0.27618693] [ 0.24219474 0.6766372 0.36014848 0.68571128 0.41417246] [ 0.70882864 0.37848573 0.66530051 0.35599286 0.44792316] [ 0.31421171 0.57109823 0.32801369 0.82235658 0.33235209] [ 0.75075557 0.36491344 0.57980627 0.25101026 0.46664598] [ 0.10471579 0.59465134 0.42792198 0.91745615 0.52377151] [ 0.78274086 0.43918876 0.53780036 0.37239729 0.47695713] [ 0.51084032 0.49187397 0.51681546 0.43421532 0.51922788] [ 0.57664423 0.52432881 0.50401815 0.44731572 0.31314697] [ 0.33436678 0.66486623 0.49295061 0.55351838 0.52026673] [ 0.47234754 0.60456977 0.53874772 0.44763008 0.49254934] [ 0.49006485 0.53363759 0.46690315 0.66854439 0.43758224] [ 0.87352517 0.43388341 0.47515594 0.38899727 0.29583226] [ 0.85341941 0.43612019 0.54913179 0.17156608 0.39143278] [ 0.73165999 0.56928648 0.5076759 0.41236816 0.3702285 ] [ 0.34393606 0.40000106 0.50588198 0.71942298 0.44344144] [ 0.64886492 0.4248409 0.53720783 0.52500351 0.41586148] [ 0.34181531 0.46246651 0.51897203 0.75941615 0.53451771] [ 0.20237023 0.61431365 0.4151892 0.90064035 0.51958116] [ 0.43033633 0.60833331 0.40556788 0.81615284 0.39695887] [ 0.63226383 0.42069097 0.63870685 0.48083033 0.4659207 ] [ 0.25169777 0.58294702 0.45146245 0.89679323 0.53783204] [ 0.43012098 0.60660624 0.36353517 0.65163322 0.48812657] [ 0.57862014 0.55700953 0.51212269 0.50185189 0.39575773] [ 0.16860014 0.65319709 0.52918854 0.92679023 0.63441167] [ 0.16400772 0.53164405 0.45809063 0.83019189 0.52141446] [ 0.7173946 0.4265897 0.61346377 0.51573001 0.40613356] [ 0.75952547 0.61137797 0.4143352 0.61445452 0.42880869] [ 0.81427644 0.40313486 0.65440417 0.30800869 0.42139767] [ 0.2351409 0.56277286 0.46299179 0.89706567 0.54308608] [ 0.18079545 0.59516601 0.38766831 0.86855454 0.49843661] [ 0.5539226 0.48636418 0.53673209 0.66339921 0.38327824] [ 0.62346629 0.57561518 0.48923636 0.49099849 0.35266933] [ 0.1856007 0.70381813 0.48321741 0.82659592 0.54557726] [ 0.29226733 0.55573439 0.38776503 0.67072112 0.59996772] [ 0.70656324 0.37450154 0.58080514 0.52386636 0.3943522 ] [ 0.42866902 0.53526605 0.43679593 0.45294641 0.30390469] [ 0.56980912 0.38532653 0.39138018 0.42821932 0.48687293] [ 0.76535724 0.38672294 0.63059236 0.58863748 0.37281177] [ 0.70999405 0.53097187 0.49550971 0.39862386 0.55506882] [ 0.38696133 0.54038913 0.45323043 0.47331304 0.4973505 ] [ 0.23927903 0.6344712 0.48613261 0.66745983 0.47245889] [ 0.59864576 0.63071501 0.38988984 0.4979438 0.36848576] [ 0.78295127 0.27956703 0.57826862 0.18342474 0.3554623 ] [ 0.50032819 0.57921594 0.44640141 0.51960126 0.40818073] [ 0.5860674 0.43163077 0.52764188 0.34111543 0.5196751 ] [ 0.54326661 0.52658579 0.35823687 0.35994339 0.36797497] [ 0.68423581 0.50274326 0.55564876 0.46553347 0.45855739] [ 0.562687 0.69265443 0.33401614 0.7248167 0.38572637] [ 0.84823176 0.34315478 0.61825317 0.21477088 0.46177077] [ 0.55243854 0.46181973 0.6624797 0.4831376 0.45447822] [ 0.60145011 0.49877399 0.32768769 0.56219006 0.47986302] [ 0.36079536 0.52956953 0.54604993 0.59483041 0.53405966] [ 0.25794468 0.57419345 0.48920711 0.7078698 0.63127727] Progress: 34.4% ... Training loss: 0.562 ... Validation loss: 0.959[ 0.80220356 0.47342149 0.57106648 0.27746075 0.4864219 ] [ 0.75016221 0.52708656 0.30468956 0.45807208 0.40251856] [ 0.19314184 0.74551859 0.29587416 0.83803365 0.5120734 ] [ 0.47080697 0.4652332 0.62127172 0.7471807 0.43023082] [ 0.8619244 0.36442107 0.42662953 0.16638405 0.30467678] [ 0.4988703 0.3336645 0.50741111 0.59574828 0.45133196] [ 0.34379583 0.58450417 0.28072294 0.69232544 0.45111171] [ 0.25013937 0.62793844 0.38085123 0.74700866 0.6083777 ] [ 0.25145189 0.57699649 0.48969393 0.80370285 0.61434433] [ 0.66297635 0.40933544 0.47159936 0.32012347 0.49316032] [ 0.58895249 0.44879345 0.63671956 0.29093941 0.43019578] [ 0.64570472 0.61593621 0.36697424 0.46005781 0.31889653] [ 0.34073112 0.61300724 0.43651429 0.86774468 0.59997849] [ 0.64882538 0.53061577 0.40301692 0.52392801 0.30833124] [ 0.77354054 0.44588021 0.52928269 0.1592272 0.40277949] [ 0.69887404 0.48294757 0.34170209 0.23427963 0.27335935] [ 0.56781074 0.52777108 0.39749212 0.4527349 0.35472219] [ 0.79389982 0.47136026 0.56744976 0.32618789 0.42397155] [ 0.77244936 0.45125347 0.44655306 0.30737506 0.47005182] [ 0.30133013 0.47170041 0.39300393 0.67360711 0.61038979] [ 0.50433957 0.49631296 0.56365594 0.31366546 0.62967293] [ 0.64766765 0.50556214 0.46525434 0.50832701 0.36136048] [ 0.65184594 0.47775784 0.435002 0.34875979 0.44840458] [ 0.70614628 0.42738212 0.54070638 0.59133484 0.34246407] [ 0.33600424 0.59764348 0.5449104 0.66023278 0.53550011] [ 0.6358007 0.40624955 0.60997065 0.61403805 0.43933348] [ 0.32461434 0.62364077 0.36426699 0.67554851 0.43122709] [ 0.45425109 0.31111074 0.53008258 0.59855795 0.55030111] [ 0.26405385 0.68095015 0.41839974 0.74608066 0.44511236] [ 0.45972545 0.6061208 0.42776346 0.53262159 0.38220014] [ 0.62495448 0.4052164 0.54529042 0.67459048 0.46268091] [ 0.37897183 0.51427502 0.56836806 0.78892369 0.44397161] [ 0.73593846 0.55800154 0.50367887 0.36399223 0.41930769] [ 0.58307237 0.44555632 0.46928408 0.54194832 0.40194712] [ 0.21350472 0.50424766 0.39839437 0.76922654 0.51698373] [ 0.56572306 0.58045442 0.46324656 0.54787426 0.55385558] [ 0.68011309 0.5432568 0.45782338 0.34058406 0.43422186] [ 0.47625374 0.4803166 0.36571279 0.57201675 0.43491167] [ 0.72138777 0.3847455 0.54850085 0.438756 0.34766618] [ 0.28433366 0.65204615 0.29553035 0.76907222 0.47493054] [ 0.8361169 0.38793104 0.59865776 0.16495767 0.37111287] [ 0.79640483 0.34992738 0.54427778 0.25782562 0.42655414] [ 0.1070776 0.53114334 0.54428165 0.86501512 0.585266 ] [ 0.74113257 0.29713688 0.57225828 0.40451659 0.4874265 ] [ 0.17872269 0.59133613 0.41276235 0.75056593 0.59928264] [ 0.58368314 0.41883635 0.46513521 0.4006691 0.38206316] [ 0.52750788 0.53347071 0.41043781 0.43602751 0.49711353] [ 0.69514921 0.52356581 0.49531244 0.40686081 0.38513042] [ 0.6343683 0.38188753 0.54724052 0.32119483 0.62609009] [ 0.43652819 0.64639885 0.53917654 0.6305639 0.59918682] [ 0.65418379 0.52573875 0.51997846 0.32118561 0.56367205] [ 0.5894754 0.4149762 0.52483448 0.30250252 0.61451317] [ 0.65622052 0.60826854 0.46601091 0.45679937 0.43107134] [ 0.77028709 0.35646677 0.49206754 0.26044189 0.38580616] [ 0.82129641 0.33911614 0.562553 0.23712286 0.41997987] [ 0.60476463 0.46314133 0.53133585 0.50842323 0.51220273] [ 0.53961531 0.55296233 0.40446253 0.65913193 0.33048436] [ 0.35800002 0.52025701 0.52648888 0.85504947 0.44156921] [ 0.3516583 0.5599054 0.55967742 0.76486004 0.46623331] [ 0.64898816 0.61806582 0.47235221 0.53703364 0.46466865] [ 0.46114205 0.54500551 0.30160975 0.55724784 0.27765651] [ 0.22415042 0.57303907 0.38572887 0.85139013 0.55164952] [ 0.48716226 0.59963083 0.42335515 0.59755695 0.59167929] [ 0.68860402 0.58477801 0.49677907 0.57151152 0.43670142] [ 0.72343808 0.35974838 0.57386988 0.3133848 0.33755087] [ 0.45811505 0.48335457 0.63179736 0.69114443 0.39568983] [ 0.63434411 0.38510388 0.66169389 0.67276603 0.42069521] [ 0.4846945 0.53544291 0.45254409 0.70213641 0.48192459] [ 0.76045714 0.29969698 0.38725848 0.30889969 0.41373266] [ 0.26671008 0.49399747 0.48581035 0.72658676 0.53711439] [ 0.55273337 0.67966204 0.3642595 0.67955845 0.37481414] [ 0.51113694 0.58228099 0.36790463 0.56133289 0.51173412] [ 0.51321574 0.57402898 0.41244706 0.72084389 0.34350642] [ 0.53077628 0.37746436 0.48935106 0.68529169 0.39526687] [ 0.38904772 0.48772263 0.57728798 0.64555996 0.40956803] [ 0.09934394 0.74613975 0.38323015 0.8514222 0.68632242] [ 0.83317104 0.35636887 0.54429901 0.14093834 0.44672487] [ 0.19338512 0.61828907 0.33684159 0.87489711 0.46835392] [ 0.3014464 0.58056756 0.38439859 0.59269123 0.47180611] [ 0.36695972 0.47576641 0.49773771 0.54451486 0.46417354] [ 0.13775832 0.72622202 0.44447551 0.86953497 0.59540067] [ 0.3881236 0.56219872 0.55508348 0.77145967 0.56428873] [ 0.82963326 0.54560426 0.44579947 0.4226868 0.28786823] [ 0.40392029 0.56519691 0.28057279 0.71641525 0.51133856] [ 0.79449425 0.31840385 0.43063383 0.27289169 0.31128236] [ 0.84577179 0.34511076 0.55809655 0.11954834 0.32853462] [ 0.5160946 0.63406452 0.48605013 0.55626811 0.58848654] [ 0.6414017 0.54201486 0.48833052 0.75000772 0.41334198] [ 0.82485493 0.43857134 0.60396146 0.31766617 0.36228235] [ 0.32919888 0.40503857 0.48659814 0.46045347 0.73276065] [ 0.20687804 0.64008844 0.50891033 0.73448771 0.54229861] [ 0.22616856 0.69874941 0.36113669 0.8350929 0.42067796] [ 0.53170379 0.41193229 0.41923101 0.75707927 0.35890339] [ 0.54666073 0.49828036 0.54296411 0.48253083 0.6023097 ] [ 0.55371989 0.37295174 0.57914881 0.6426956 0.46183042] [ 0.5078925 0.40437132 0.61991937 0.46533284 0.36636251] [ 0.69110218 0.58196708 0.47899133 0.39173551 0.56265177] [ 0.32286624 0.50413756 0.58784116 0.41932382 0.70581263] [ 0.74851669 0.37613642 0.52568395 0.36450957 0.32236045] [ 0.65502101 0.46620803 0.46394982 0.49955108 0.50629512] [ 0.64803513 0.54479774 0.4916585 0.38569172 0.49218146] [ 0.1762703 0.69543313 0.37618701 0.79199123 0.5006614 ] [ 0.24004437 0.63400643 0.48633473 0.66694355 0.47227303] [ 0.55586835 0.47036499 0.56141954 0.41837332 0.59044323] [ 0.15945936 0.4904787 0.48575906 0.91340239 0.71127217] [ 0.44679388 0.52308756 0.4883632 0.65925238 0.35933032] [ 0.45972176 0.55509393 0.38167865 0.66486136 0.52047972] [ 0.25682821 0.51860749 0.54907824 0.85212702 0.62231551] [ 0.49742013 0.45346439 0.55449021 0.41526748 0.64294236] [ 0.34492513 0.47114866 0.58635395 0.8367587 0.50336976] [ 0.48004329 0.5740979 0.41286064 0.70900016 0.56603892] [ 0.40010642 0.57919481 0.51882564 0.8288188 0.56038412] [ 0.86095698 0.48231395 0.40063025 0.30166918 0.38598684] [ 0.5751062 0.54282187 0.38181676 0.26147576 0.43880373] [ 0.53062644 0.47872527 0.60185311 0.70021457 0.32903252] [ 0.76703052 0.39606726 0.52061912 0.30790821 0.39763039] [ 0.56845111 0.44014359 0.57707592 0.31025822 0.61466234] [ 0.3276852 0.65613254 0.32994229 0.5823672 0.49748642] [ 0.27667044 0.70420671 0.32650139 0.77067199 0.45679214] [ 0.67647335 0.36281494 0.68573328 0.47754034 0.46034354] [ 0.58377802 0.55066146 0.52714529 0.49148917 0.32960294] [ 0.74365057 0.30718712 0.59797859 0.27623831 0.46589373] [ 0.35320713 0.46609083 0.46565123 0.68857308 0.64391346] [ 0.3786623 0.62528154 0.31323575 0.75406731 0.5613401 ] [ 0.30613826 0.51975238 0.43607975 0.78022202 0.37197225] [ 0.55022229 0.32883613 0.45211293 0.33068283 0.45447216] [ 0.32663237 0.43413626 0.6077472 0.78867963 0.57128957] [ 0.46927931 0.49475428 0.53400247 0.77667799 0.42711761] Progress: 34.5% ... Training loss: 0.562 ... Validation loss: 0.952[ 0.54549734 0.57642513 0.5512955 0.57540244 0.37701932] [ 0.20148034 0.51683788 0.55800326 0.83910004 0.66930599] [ 0.23711767 0.59760225 0.5408851 0.8728353 0.47872811] [ 0.20087892 0.47620007 0.35821412 0.90785339 0.48407951] [ 0.51316286 0.55462039 0.43132001 0.72591998 0.50397823] [ 0.21135955 0.64082717 0.48008863 0.76762169 0.46576178] [ 0.81441231 0.51248198 0.36256184 0.34936486 0.39804013] [ 0.68588227 0.56250969 0.36533197 0.47713938 0.32602939] [ 0.63833168 0.417567 0.61500276 0.574107 0.38015839] [ 0.427082 0.73936831 0.3831764 0.79745281 0.52000327] [ 0.68910163 0.55716775 0.47838477 0.46861009 0.3728741 ] [ 0.84977905 0.34657292 0.59876578 0.24500777 0.40016447] [ 0.39181224 0.43799814 0.50801269 0.68422583 0.39612107] [ 0.55665859 0.67467297 0.47721259 0.5933798 0.37109256] [ 0.56024357 0.5802954 0.61636656 0.48920879 0.51058748] [ 0.6260884 0.33596577 0.50080875 0.31789594 0.55068143] [ 0.44344058 0.43668072 0.47217952 0.47427246 0.47660105] [ 0.52005526 0.44275634 0.46222367 0.79423056 0.42086385] [ 0.46674337 0.65640594 0.35051883 0.6351632 0.33029374] [ 0.4808527 0.48280284 0.43843965 0.60317399 0.32988861] [ 0.37195533 0.44924942 0.400993 0.7867051 0.38294111] [ 0.22331407 0.61031082 0.48997748 0.88227436 0.55791924] [ 0.74523813 0.47687039 0.38939281 0.30328183 0.31143953] [ 0.43533295 0.65083438 0.33233092 0.5982716 0.43434816] [ 0.90926911 0.39772238 0.52800075 0.08467727 0.34097575] [ 0.8363382 0.35724615 0.57853306 0.17283095 0.41876811] [ 0.65405635 0.56091914 0.47814877 0.39522209 0.36285113] [ 0.23000158 0.54993591 0.42766907 0.84374853 0.55763326] [ 0.78132153 0.50156381 0.5509141 0.23844772 0.38290956] [ 0.30040729 0.52370722 0.4077574 0.67314868 0.5823486 ] [ 0.80465364 0.42532811 0.53756329 0.3653403 0.35032263] [ 0.45843516 0.39068929 0.56177191 0.74957476 0.52046077] [ 0.68252192 0.37773623 0.57038711 0.30797781 0.48410611] [ 0.5242674 0.55309027 0.43426767 0.52058625 0.43695895] [ 0.46061003 0.60524516 0.545767 0.68182536 0.54254395] [ 0.69094775 0.5483362 0.41378277 0.41106474 0.36520988] [ 0.48698788 0.57025434 0.34246156 0.59042108 0.38768014] [ 0.39019419 0.64645609 0.37337079 0.67964502 0.55028011] [ 0.45130751 0.62481826 0.24478116 0.74717511 0.38587715] [ 0.74126504 0.31356233 0.52391055 0.32676925 0.4496598 ] [ 0.73643605 0.378337 0.56020191 0.18306485 0.48083796] [ 0.76938533 0.44860221 0.51991818 0.45021815 0.39149482] [ 0.713777 0.44572117 0.5354912 0.22850527 0.39363828] [ 0.71371308 0.49221892 0.43324699 0.43128523 0.38150194] [ 0.40501857 0.59456894 0.24075149 0.77427874 0.46962986] [ 0.24750257 0.69229576 0.39611527 0.73813901 0.46025596] [ 0.58022208 0.52656096 0.46138206 0.42653785 0.38347528] [ 0.27492664 0.49211325 0.42195284 0.73777359 0.54572146] [ 0.511004 0.58146452 0.44381377 0.62936516 0.48733211] [ 0.35865969 0.43395733 0.41799908 0.63725217 0.6146523 ] [ 0.48350727 0.4141668 0.45643206 0.70775993 0.34148145] [ 0.26465677 0.47923165 0.36885565 0.76284298 0.47235028] [ 0.66206906 0.47785644 0.36575733 0.37144079 0.40859865] [ 0.51480596 0.42745878 0.31341918 0.7368741 0.47457741] [ 0.30512318 0.50129256 0.49900074 0.82858275 0.44680751] [ 0.78710145 0.47193564 0.47194993 0.24771568 0.49625021] [ 0.57130232 0.64719246 0.46352391 0.32111362 0.46147907] [ 0.47068951 0.57189445 0.37849925 0.56467975 0.42517964] [ 0.52222473 0.60029859 0.49134303 0.54045831 0.40966074] [ 0.25255933 0.63472806 0.40251027 0.6611827 0.52140091] [ 0.125638 0.5914833 0.47209832 0.89451312 0.56971948] [ 0.63855209 0.48071445 0.54175875 0.24866729 0.48699341] [ 0.78489781 0.45069707 0.59135098 0.36977555 0.37637935] [ 0.71091609 0.47830315 0.41390457 0.27111022 0.38380401] [ 0.63685917 0.46258077 0.4204786 0.2932763 0.33463841] [ 0.64390197 0.4653967 0.44517085 0.56119893 0.47051354] [ 0.12951765 0.58912087 0.36271488 0.91304831 0.49333783] [ 0.81774167 0.47585833 0.41640142 0.49236614 0.425363 ] [ 0.13306375 0.61732308 0.36579391 0.889567 0.581816 ] [ 0.68465704 0.36261696 0.63379311 0.32326852 0.47431781] [ 0.61612299 0.42317905 0.51755327 0.31385116 0.47065924] [ 0.22649799 0.59698675 0.35156873 0.74240189 0.46173538] [ 0.31304858 0.64536012 0.45516797 0.78674221 0.52017552] [ 0.38125776 0.6572669 0.32441193 0.71111852 0.40107943] [ 0.52230422 0.61990053 0.37927364 0.48602845 0.43902627] [ 0.24239104 0.45598027 0.40227177 0.82411722 0.49533727] [ 0.35603662 0.46598455 0.44196436 0.84944007 0.4424712 ] [ 0.33662667 0.52554693 0.57111281 0.77601974 0.40083414] [ 0.2376306 0.47243408 0.55598989 0.79935497 0.52959898] [ 0.12912346 0.61108916 0.42753382 0.88717086 0.44347897] [ 0.7637207 0.43270696 0.46075256 0.27383345 0.33940316] [ 0.7577847 0.4472286 0.4610895 0.20828247 0.33295894] [ 0.22161694 0.5341102 0.31988166 0.78802138 0.49749876] [ 0.38649637 0.34022399 0.50730206 0.7061806 0.45866093] [ 0.33499492 0.53714838 0.55101456 0.65632194 0.60432454] [ 0.40657057 0.64287458 0.38686419 0.64297919 0.46409557] [ 0.31876615 0.65536485 0.4577451 0.73316914 0.54421538] [ 0.38687363 0.59460773 0.46798537 0.53268759 0.57075087] [ 0.78087454 0.34541519 0.60333616 0.30374553 0.49675273] [ 0.50905583 0.62573725 0.46499245 0.5309811 0.43199051] [ 0.18106473 0.76924494 0.26531355 0.82463974 0.48654014] [ 0.25382144 0.65785528 0.36264214 0.75511921 0.44690066] [ 0.52805151 0.44686986 0.55134534 0.72800829 0.48655438] [ 0.70139589 0.50897502 0.56078848 0.37842852 0.56125355] [ 0.41401601 0.67632825 0.2956413 0.70940591 0.48265626] [ 0.37303322 0.71065661 0.41764697 0.70548647 0.49043834] [ 0.86599213 0.46615961 0.56317845 0.3373124 0.38903129] [ 0.55991806 0.53147404 0.50690493 0.61865415 0.50977963] [ 0.47474896 0.3818116 0.57167479 0.42709742 0.55600218] [ 0.53181218 0.60032562 0.32900774 0.50716762 0.49241993] [ 0.46513707 0.57865616 0.44087248 0.52396733 0.42836485] [ 0.83596395 0.29507152 0.53855198 0.26105115 0.4702355 ] [ 0.43738977 0.53254388 0.46383837 0.66033993 0.44419654] [ 0.55605703 0.63944907 0.44501563 0.69435522 0.33825316] [ 0.33728365 0.4949747 0.5831973 0.5703972 0.67831846] [ 0.91811905 0.39840353 0.51355882 0.1644823 0.29263675] [ 0.60386345 0.47163031 0.47812924 0.50781125 0.40050508] [ 0.5618645 0.46969386 0.56990602 0.4553179 0.50893352] [ 0.31965454 0.69368653 0.48936563 0.7269774 0.46577104] [ 0.66022481 0.4005513 0.45740691 0.39612293 0.46130934] [ 0.71434788 0.55266914 0.45626603 0.35067582 0.42866965] [ 0.7973364 0.37309909 0.50257546 0.28099128 0.37884394] [ 0.46567909 0.59954264 0.45642324 0.5981964 0.35723723] [ 0.5552802 0.42437439 0.54644028 0.5601209 0.44274409] [ 0.23997826 0.66593985 0.32098982 0.79586303 0.60738728] [ 0.34105713 0.66203614 0.47033053 0.69216387 0.48558368] [ 0.79512341 0.30688421 0.68283101 0.18993914 0.44083653] [ 0.37576037 0.58425046 0.46662269 0.56206119 0.46486184] [ 0.54881044 0.60060347 0.62736827 0.43564247 0.54882035] [ 0.50827717 0.52745256 0.58408166 0.73771683 0.41802605] [ 0.5345407 0.3603076 0.59506812 0.61590369 0.47162006] [ 0.44065982 0.54098873 0.46983969 0.48552202 0.42425634] [ 0.6481156 0.5412985 0.57123178 0.44092316 0.44041618] [ 0.42188002 0.48246986 0.47896063 0.4478766 0.68702075] [ 0.33758586 0.49317374 0.48188227 0.78481669 0.49811676] [ 0.31852361 0.54668732 0.39547169 0.56562861 0.43972948] [ 0.37335169 0.54790341 0.37863036 0.49116074 0.44638245] [ 0.16409576 0.58696425 0.36989786 0.86003837 0.45649029] Progress: 34.5% ... Training loss: 0.562 ... Validation loss: 0.947[ 0.47376717 0.64601179 0.34787529 0.58956468 0.36001719] [ 0.72786748 0.53838049 0.47206131 0.6268439 0.3924182 ] [ 0.15235072 0.74570349 0.31288001 0.81218977 0.53734506] [ 0.13954835 0.5929036 0.37433333 0.90642224 0.54993166] [ 0.36234443 0.68059934 0.45338742 0.57737664 0.47781804] [ 0.43951509 0.51309575 0.33867275 0.76361264 0.39017688] [ 0.71422312 0.53326549 0.47576906 0.49917756 0.45052904] [ 0.42840632 0.60628959 0.36546823 0.50893038 0.41427902] [ 0.70165495 0.42571708 0.53834352 0.2815812 0.44080565] [ 0.60275521 0.47661268 0.38259813 0.50393323 0.37070245] [ 0.71103753 0.64823831 0.50625191 0.4790156 0.41856372] [ 0.5626994 0.58379397 0.46418868 0.67562366 0.58642855] [ 0.47057534 0.65840377 0.38262187 0.59620853 0.42447371] [ 0.56309627 0.49427853 0.4930029 0.53326936 0.34920868] [ 0.67784924 0.33907227 0.39443629 0.43268995 0.56142242] [ 0.50006913 0.31487222 0.41052289 0.52423344 0.41815803] [ 0.60821571 0.40876842 0.58590264 0.41949963 0.44991959] [ 0.7708964 0.39495418 0.52906673 0.4061212 0.40405006] [ 0.42916314 0.59239533 0.51263265 0.6007998 0.49502408] [ 0.76583204 0.49388701 0.37866148 0.53262538 0.46223375] [ 0.50381027 0.392629 0.50896082 0.72715526 0.47150072] [ 0.47644038 0.59011747 0.45293484 0.46154264 0.64822287] [ 0.28410833 0.52685454 0.66330164 0.77756159 0.50365482] [ 0.26356869 0.49638936 0.48480821 0.72824719 0.53801493] [ 0.49108492 0.41711121 0.5506954 0.63240932 0.39917725] [ 0.40994642 0.50756403 0.44226106 0.46810665 0.59413229] [ 0.8708795 0.36572927 0.47424713 0.25484028 0.38538652] [ 0.74515274 0.47303422 0.52450341 0.3936475 0.47851658] [ 0.88207057 0.32149949 0.4773821 0.2548457 0.41080706] [ 0.89070819 0.3721993 0.52817565 0.10234227 0.2808355 ] [ 0.53622283 0.50196869 0.58741291 0.41698664 0.5985391 ] [ 0.47182019 0.39013756 0.61334111 0.41868486 0.54458686] [ 0.82003865 0.478761 0.47459382 0.4158512 0.39024948] [ 0.53961643 0.44503691 0.45641325 0.64272368 0.28157637] [ 0.662268 0.4830014 0.68461725 0.49582224 0.42953912] [ 0.5533774 0.42140573 0.46768995 0.51516654 0.49286746] [ 0.71059083 0.49596091 0.31769021 0.50121281 0.38966882] [ 0.67623242 0.38805724 0.32579252 0.37770881 0.39962313] [ 0.50890757 0.43848358 0.51642689 0.55326319 0.64214769] [ 0.47941087 0.59534562 0.53266128 0.47512628 0.33580218] [ 0.60048161 0.59709581 0.36054288 0.56699277 0.37477975] [ 0.6166638 0.43087992 0.50113233 0.40528811 0.41215463] [ 0.80235384 0.3430309 0.44959873 0.33151639 0.4332809 ] [ 0.51160401 0.53310663 0.29519408 0.47616494 0.42029723] [ 0.28537221 0.602046 0.39198141 0.69423102 0.51459723] [ 0.42909494 0.63607012 0.35397625 0.74017296 0.40208202] [ 0.1459997 0.58196496 0.48817754 0.80495267 0.58690973] [ 0.64328891 0.46212688 0.52113713 0.41768923 0.41424726] [ 0.36482716 0.50714566 0.46456819 0.63427993 0.3653606 ] [ 0.84597691 0.30716279 0.47105543 0.16089817 0.32455377] [ 0.85051186 0.34597452 0.62743745 0.17208042 0.41814849] [ 0.7140753 0.33528297 0.37963997 0.27774193 0.32634995] [ 0.66222019 0.59332522 0.56994033 0.53590393 0.46327137] [ 0.41008461 0.53756764 0.45477582 0.64549058 0.52824847] [ 0.08115544 0.68362152 0.3068825 0.88635615 0.54589005] [ 0.56610858 0.41411193 0.52414624 0.53515601 0.44665249] [ 0.28710586 0.5800565 0.44725281 0.86166779 0.55502188] [ 0.41536993 0.39674588 0.37682945 0.54349879 0.48494588] [ 0.26345352 0.67097707 0.54014485 0.75571991 0.49186968] [ 0.84966384 0.37721213 0.55539154 0.19013418 0.37588704] [ 0.23265677 0.61068162 0.31961854 0.81967065 0.46281616] [ 0.59035302 0.53010723 0.42622735 0.47751641 0.46416335] [ 0.43343662 0.5134611 0.39323881 0.65347897 0.50911512] [ 0.16022305 0.68126318 0.34212122 0.70811551 0.50620872] [ 0.50422261 0.49648272 0.56357387 0.31391915 0.62974192] [ 0.22620419 0.59341127 0.46943425 0.89515751 0.522388 ] [ 0.41079704 0.60439265 0.43674168 0.72081717 0.55229292] [ 0.60993955 0.54533753 0.48518797 0.47674675 0.3847057 ] [ 0.37481688 0.65333637 0.47702274 0.70792196 0.37083227] [ 0.3691129 0.52772609 0.51269938 0.55576941 0.52661662] [ 0.81705553 0.23286266 0.50829838 0.23061269 0.37893762] [ 0.35582048 0.75266563 0.35375156 0.70765303 0.4240062 ] [ 0.44259555 0.5204397 0.52983992 0.5712716 0.46740893] [ 0.17361167 0.57367908 0.36979337 0.88977845 0.52927189] [ 0.67529675 0.37711726 0.53251215 0.29809602 0.44790375] [ 0.32610641 0.66690227 0.30621234 0.7617521 0.3838163 ] [ 0.82000124 0.31873545 0.58546403 0.16489408 0.44703924] [ 0.40275771 0.46297476 0.49800966 0.75939299 0.49887871] [ 0.75865089 0.42738536 0.60478548 0.25871888 0.49366588] [ 0.52596621 0.50781119 0.51945543 0.67512813 0.37702759] [ 0.35680989 0.66820224 0.39921509 0.86967432 0.49965236] [ 0.54425628 0.44314521 0.59737905 0.34778367 0.40233023] [ 0.24516411 0.58492366 0.48533444 0.64823606 0.56951648] [ 0.53346252 0.41007782 0.430819 0.72542845 0.39401587] [ 0.54340156 0.62929763 0.43182874 0.44959658 0.44991566] [ 0.55702269 0.46187136 0.56005415 0.55781259 0.42766294] [ 0.76564616 0.3783599 0.51347709 0.38487262 0.41419845] [ 0.83375555 0.38136795 0.4658129 0.32878057 0.36632434] [ 0.82624686 0.35501069 0.59185165 0.21351146 0.47862329] [ 0.8270172 0.46689394 0.47845161 0.3404254 0.42120617] [ 0.32851161 0.53359264 0.44776714 0.67510665 0.42131525] [ 0.50279815 0.54793792 0.44379029 0.50394433 0.41461859] [ 0.77112727 0.45570962 0.48153613 0.30296891 0.32678758] [ 0.4821183 0.41778444 0.49743852 0.46008621 0.33712341] [ 0.16561997 0.53173305 0.52268658 0.71957336 0.57887161] [ 0.50798806 0.49787271 0.54755548 0.55345266 0.45587815] [ 0.69619955 0.43791196 0.50840417 0.27889071 0.47778007] [ 0.42988887 0.62845029 0.51298999 0.68945251 0.44313545] [ 0.59144142 0.44685799 0.4713485 0.48891984 0.54360406] [ 0.39338263 0.61610693 0.40361468 0.70325963 0.34167192] [ 0.44253497 0.65218904 0.51742094 0.66414854 0.61093017] [ 0.16917714 0.60752326 0.40596785 0.82763507 0.55772064] [ 0.72172933 0.45763099 0.467687 0.4076141 0.31798554] [ 0.59336859 0.41384894 0.47274133 0.45261543 0.45219533] [ 0.21124109 0.67175507 0.36188716 0.87632986 0.55041495] [ 0.18791687 0.56803839 0.41279397 0.85210634 0.60304028] [ 0.61721338 0.50662487 0.48247262 0.51898427 0.48346771] [ 0.85969235 0.35715685 0.6228633 0.19628387 0.43633473] [ 0.64745611 0.51976823 0.44609069 0.35780593 0.41175695] [ 0.7220475 0.53856705 0.31110575 0.47454086 0.36125922] [ 0.23529324 0.5979406 0.50988416 0.80883749 0.41769424] [ 0.47862056 0.49455985 0.4069687 0.62591866 0.45398996] [ 0.48297001 0.56738239 0.51113837 0.37453573 0.35519624] [ 0.40605092 0.51204056 0.50500544 0.70308992 0.5337307 ] [ 0.39287898 0.54437122 0.38858278 0.34603246 0.42803672] [ 0.34344528 0.47657854 0.49332419 0.64658263 0.48141017] [ 0.8532399 0.37361293 0.33527879 0.13995605 0.24090808] [ 0.84585218 0.31827087 0.63973721 0.25147656 0.37104082] [ 0.23154774 0.73393148 0.31951165 0.85910771 0.57612906] [ 0.1855739 0.65918944 0.29534727 0.85908887 0.41438929] [ 0.6431604 0.61711585 0.36649227 0.46150847 0.31932524] [ 0.71010045 0.48428139 0.57951151 0.4491802 0.4277625 ] [ 0.38614083 0.54091151 0.45300795 0.47373647 0.497573 ] [ 0.52660452 0.58725071 0.50953504 0.53295834 0.3805356 ] [ 0.82413199 0.56802038 0.41779481 0.34215781 0.26421795] [ 0.6340091 0.51945978 0.5191339 0.38437444 0.49945832] [ 0.77306991 0.52549646 0.56271998 0.37237456 0.41432056] [ 0.39403332 0.555573 0.38654474 0.64146296 0.37438809] Progress: 34.5% ... Training loss: 0.561 ... Validation loss: 0.944[ 0.26003081 0.55012973 0.48092148 0.60917955 0.53189365] [ 0.20557158 0.54903442 0.41546559 0.84291452 0.46839455] [ 0.85267579 0.4190494 0.52179385 0.20170899 0.41370971] [ 0.73510954 0.34817623 0.51908094 0.25461193 0.45435846] [ 0.80878555 0.41828603 0.53270208 0.42244865 0.3626153 ] [ 0.34456667 0.61870417 0.49402097 0.54715247 0.57598178] [ 0.7893746 0.44110631 0.65358839 0.33841587 0.41531789] [ 0.59641904 0.59510652 0.34673614 0.54427241 0.34268924] [ 0.82057495 0.43563151 0.53845447 0.36127673 0.45832864] [ 0.22645368 0.73141741 0.4206491 0.80328463 0.44854659] [ 0.49582222 0.59766766 0.57028653 0.64897205 0.4974444 ] [ 0.80024847 0.32083529 0.58840268 0.24591294 0.3100515 ] [ 0.76324347 0.36618921 0.59968495 0.1934928 0.47007434] [ 0.76880671 0.52723461 0.36727226 0.2756308 0.2980418 ] [ 0.4118303 0.62215447 0.42116303 0.57286984 0.39961633] [ 0.53483657 0.45698074 0.63760318 0.41676873 0.52002248] [ 0.42741355 0.52678786 0.60775101 0.64701793 0.36115519] [ 0.4566555 0.4043328 0.40550052 0.60559222 0.48655995] [ 0.90894927 0.27106947 0.53275817 0.24263397 0.34571855] [ 0.91587666 0.37869818 0.42396411 0.18302121 0.29740974] [ 0.51942002 0.42076688 0.54268568 0.40409899 0.44820881] [ 0.47629908 0.50249296 0.52368469 0.51329544 0.60384551] [ 0.29301124 0.56750873 0.34349914 0.79582245 0.41112185] [ 0.13915549 0.57077548 0.55928545 0.82298623 0.64665161] [ 0.31364651 0.60760263 0.26511478 0.7584055 0.58714634] [ 0.54526835 0.43437053 0.58695401 0.45783816 0.2920841 ] [ 0.69735413 0.47592331 0.48120823 0.42696639 0.45364906] [ 0.28512977 0.55192825 0.3382771 0.79557667 0.49302187] [ 0.09616365 0.70148253 0.42942387 0.91837184 0.51908965] [ 0.24104123 0.57860978 0.53193118 0.89374986 0.63979626] [ 0.18865172 0.53958273 0.50302511 0.83919843 0.5666152 ] [ 0.43870635 0.40724383 0.48645518 0.80574497 0.38639338] [ 0.5132973 0.33096015 0.67271645 0.62509957 0.48374284] [ 0.23303694 0.54327417 0.41166235 0.86115418 0.52357253] [ 0.71091682 0.41955563 0.65656401 0.25719588 0.49102136] [ 0.75564846 0.41580633 0.59771621 0.22239704 0.42627077] [ 0.45874523 0.49334445 0.49427179 0.47141856 0.47392838] [ 0.61362512 0.34029993 0.49769178 0.33902487 0.55108927] [ 0.60308264 0.49931666 0.60951879 0.74327468 0.42276152] [ 0.48359257 0.3473687 0.40189006 0.75570634 0.37200665] [ 0.65430142 0.4778798 0.41805002 0.41220881 0.36438044] [ 0.66047268 0.34798402 0.65503003 0.51650199 0.47185688] [ 0.66152643 0.33442881 0.70989552 0.59136791 0.39040024] [ 0.5522431 0.6073953 0.36273011 0.4614824 0.30598346] [ 0.64559753 0.61967593 0.43621309 0.38424043 0.42137665] [ 0.49694739 0.58023201 0.51067426 0.5135912 0.50641934] [ 0.21565677 0.74183073 0.36609178 0.78342462 0.51005584] [ 0.7278499 0.44635737 0.49158953 0.27528705 0.44489216] [ 0.82174296 0.56093444 0.49844388 0.41708969 0.40213246] [ 0.53104275 0.37279376 0.55653768 0.33082935 0.49908812] [ 0.14408263 0.71729061 0.42082796 0.93174493 0.59628251] [ 0.19059525 0.52414203 0.51553133 0.771145 0.50210745] [ 0.87027473 0.40113919 0.51562595 0.24358654 0.31619354] [ 0.83665932 0.45270199 0.60150615 0.1794387 0.43019879] [ 0.59124866 0.51763028 0.64575407 0.56388795 0.42578915] [ 0.5683167 0.4503561 0.5461585 0.45887081 0.46767263] [ 0.48499797 0.43464752 0.61362278 0.72238868 0.43492454] [ 0.3152598 0.48576916 0.61103274 0.73110759 0.34831333] [ 0.80665439 0.49790779 0.51944614 0.29953527 0.4214987 ] [ 0.68780894 0.34959634 0.55371348 0.29079997 0.46359625] [ 0.86041949 0.48275954 0.40043305 0.30215769 0.38620933] [ 0.72650103 0.57655972 0.52260232 0.49359888 0.44140213] [ 0.63358174 0.38580807 0.66142934 0.67300665 0.42093359] [ 0.13574921 0.75196208 0.31128491 0.83352729 0.52287174] [ 0.20023904 0.67314815 0.30856356 0.73323215 0.56245316] [ 0.5438986 0.42621967 0.58694538 0.30405097 0.45374858] [ 0.51907958 0.38271543 0.58875007 0.70903837 0.4746154 ] [ 0.54315527 0.37116308 0.59548845 0.56184185 0.58217545] [ 0.14667696 0.60977273 0.57288828 0.85984529 0.73220443] [ 0.48429888 0.49232701 0.39699539 0.6783042 0.36302648] [ 0.4911634 0.57807421 0.27821736 0.53321927 0.41632485] [ 0.37697071 0.59616644 0.46226914 0.76804099 0.36493089] [ 0.13230431 0.5749461 0.37104274 0.91701408 0.55723907] [ 0.59801023 0.35866558 0.47468195 0.45381934 0.46851366] [ 0.5111506 0.62246361 0.39029086 0.54558393 0.35481652] [ 0.53922412 0.44525146 0.45631846 0.64297382 0.28163424] [ 0.59124866 0.51763028 0.64575407 0.56388795 0.42578915] [ 0.66390108 0.4635465 0.50754574 0.39972819 0.41837675] [ 0.53175764 0.55161166 0.38665101 0.63941033 0.60669894] [ 0.69749868 0.47978174 0.55445515 0.58819051 0.47765749] [ 0.68484001 0.40983191 0.54664244 0.43408694 0.41000761] [ 0.59041666 0.43486695 0.56301631 0.68069463 0.48110623] [ 0.70925598 0.54220672 0.57640838 0.49647907 0.44051265] [ 0.1882042 0.63367498 0.40022673 0.81608235 0.39546715] [ 0.45220579 0.55421306 0.51766071 0.28511652 0.51416166] [ 0.39141643 0.53137474 0.49054759 0.74634828 0.43756243] [ 0.56241441 0.49461372 0.49285512 0.53362613 0.34931742] [ 0.24167426 0.58235816 0.52882587 0.83283314 0.53828385] [ 0.67262197 0.55514853 0.48607808 0.34957184 0.38904301] [ 0.22835611 0.5864434 0.49526424 0.79335839 0.64080849] [ 0.33574764 0.50554881 0.52319865 0.68215535 0.60128163] [ 0.21099816 0.69096742 0.33882787 0.7377996 0.55593268] [ 0.31568684 0.54823822 0.46454935 0.66902701 0.61128888] [ 0.67355256 0.43121995 0.65159285 0.25565993 0.52758877] [ 0.3949625 0.69993209 0.47788912 0.6594326 0.45319836] [ 0.83010291 0.38286768 0.45938721 0.20133039 0.30348283] [ 0.75929439 0.4074431 0.51647894 0.25347814 0.43240816] [ 0.56168994 0.51075552 0.41643019 0.64426751 0.27789409] [ 0.6171689 0.44828007 0.65400126 0.58561701 0.4253957 ] [ 0.13576453 0.71407843 0.37890378 0.67472291 0.58410045] [ 0.45561853 0.53842398 0.4452362 0.45221112 0.43993247] [ 0.77517788 0.37603353 0.50749898 0.22364844 0.38751211] [ 0.87685201 0.32900438 0.66605076 0.21787253 0.40439353] [ 0.69021373 0.328117 0.62973601 0.56344961 0.45231219] [ 0.24506364 0.48683212 0.42296382 0.83212844 0.42549571] [ 0.31508806 0.57086989 0.53749544 0.62062387 0.62147844] [ 0.79740378 0.43070451 0.39375308 0.24660712 0.34160376] [ 0.50861121 0.55919156 0.41145099 0.68451475 0.55604825] [ 0.48030671 0.50234241 0.44334326 0.65078958 0.3688034 ] [ 0.25767705 0.52615037 0.43329272 0.8258305 0.47387063] [ 0.47134553 0.49165314 0.57374329 0.6432374 0.42400852] [ 0.63353366 0.54719165 0.41380344 0.43376372 0.53630848] [ 0.69868718 0.38003915 0.46961328 0.28637233 0.3211024 ] [ 0.65177395 0.3771736 0.5931511 0.38052269 0.35032304] [ 0.64904389 0.38479823 0.49241339 0.31785657 0.37010947] [ 0.7026393 0.50361894 0.55896001 0.34791667 0.46884232] [ 0.25065773 0.53379823 0.49597533 0.7480123 0.67653293] [ 0.45498583 0.54486857 0.51051572 0.51074205 0.52286759] [ 0.66297309 0.51482635 0.52984669 0.5551505 0.38365783] [ 0.69720604 0.49367806 0.47803842 0.64953894 0.50017893] [ 0.44204402 0.61557803 0.40830377 0.65006861 0.43856001] [ 0.39383853 0.48216226 0.61755461 0.76335966 0.58459305] [ 0.43889174 0.62585471 0.33472832 0.76686848 0.61397624] [ 0.74394428 0.44523271 0.51521387 0.31889951 0.51761979] [ 0.728353 0.50804924 0.57212083 0.51587825 0.41233995] [ 0.34541261 0.51959105 0.4463648 0.58701249 0.62727307] [ 0.61085326 0.53481177 0.43978501 0.33857908 0.40295442] [ 0.80879782 0.44102731 0.41916157 0.28298116 0.31081548] Progress: 34.6% ... Training loss: 0.561 ... Validation loss: 0.945[ 0.66989609 0.43140813 0.44673469 0.39904105 0.50241268] [ 0.80928127 0.25812159 0.62157707 0.18994298 0.43244442] [ 0.61585157 0.56269932 0.57368531 0.47138655 0.52247854] [ 0.6792075 0.36044915 0.39290469 0.53876441 0.26910764] [ 0.49959036 0.49609207 0.61673182 0.53154775 0.47351339] [ 0.54645449 0.41589674 0.59029637 0.62554286 0.46324019] [ 0.69937867 0.44878804 0.40193085 0.69868761 0.29666659] [ 0.43647232 0.59808861 0.38679381 0.65143405 0.40401431] [ 0.44246485 0.4652295 0.53591362 0.63034184 0.50543799] [ 0.73218248 0.42209915 0.57668061 0.3854293 0.42398587] [ 0.34722226 0.56939425 0.36494539 0.69229192 0.44923999] [ 0.11754232 0.51186133 0.37904104 0.86304519 0.5798023 ] [ 0.84440403 0.38191984 0.49891497 0.15280345 0.35878416] [ 0.50409464 0.52492044 0.59085777 0.5800514 0.49374856] [ 0.73312975 0.35298936 0.61754342 0.25298146 0.54867036] [ 0.50142952 0.66661007 0.3521523 0.53154019 0.38940717] [ 0.46208775 0.58276727 0.5775646 0.7619575 0.53684274] [ 0.78657894 0.28485296 0.59781171 0.16625028 0.47546804] [ 0.6620985 0.51803732 0.52667684 0.40694803 0.47929289] [ 0.61149131 0.4877761 0.38026929 0.42970012 0.48262691] [ 0.56803143 0.5741782 0.47007922 0.41474135 0.4751335 ] [ 0.24368856 0.58341365 0.3755427 0.7585904 0.44792917] [ 0.64860017 0.56329372 0.51577324 0.51903616 0.44799371] [ 0.69913455 0.55268609 0.57957114 0.39795421 0.31057319] [ 0.33087769 0.42782377 0.51771225 0.81434111 0.58631243] [ 0.4125376 0.40474765 0.60323067 0.67571096 0.6188544 ] [ 0.18405132 0.58778166 0.31784001 0.81722444 0.58172041] [ 0.12060961 0.52600572 0.44280461 0.89589677 0.70455958] [ 0.33055454 0.48589734 0.59615018 0.64994161 0.54297656] [ 0.55040295 0.49062724 0.49236213 0.4725032 0.4522378 ] [ 0.41560315 0.42984259 0.67006468 0.64988798 0.49193494] [ 0.59601659 0.45535432 0.60689477 0.3290953 0.52492981] [ 0.19330114 0.71279754 0.34818757 0.75459586 0.51962756] [ 0.83726313 0.37645015 0.44595675 0.12856614 0.2501267 ] [ 0.68466238 0.56332436 0.36499224 0.47789657 0.32632355] [ 0.47430794 0.59643843 0.36819303 0.51329526 0.521564 ] [ 0.6259216 0.32043725 0.52849696 0.43261293 0.506751 ] [ 0.86622269 0.3772619 0.49241146 0.1973575 0.38755895] [ 0.55700447 0.554852 0.42872804 0.47036785 0.34141592] [ 0.74812641 0.37235884 0.4633037 0.27941239 0.30323282] [ 0.67904676 0.49688786 0.55601915 0.16879495 0.50512071] [ 0.79785714 0.3559368 0.51837307 0.24157998 0.36887141] [ 0.1427286 0.62104083 0.51022732 0.94008795 0.60911771] [ 0.23068307 0.71133406 0.48431785 0.72585648 0.46168508] [ 0.8474598 0.42420372 0.52899915 0.18281469 0.38376191] [ 0.77317911 0.52551268 0.56269941 0.3722305 0.41431924] [ 0.56644392 0.52310523 0.35098684 0.51653363 0.42207543] [ 0.52608724 0.36168511 0.49811866 0.67807063 0.40370504] [ 0.64086268 0.57091573 0.48934594 0.59681565 0.48423303] [ 0.27654505 0.63467804 0.41916658 0.70201598 0.51154438] [ 0.51092939 0.46185317 0.54001129 0.41784939 0.52400451] [ 0.31756013 0.50673218 0.43155089 0.63618908 0.54737837] [ 0.2779944 0.52588094 0.4188725 0.73369661 0.44656924] [ 0.46225335 0.38644124 0.47982082 0.76983866 0.46081396] [ 0.44973939 0.70033465 0.40442752 0.67718948 0.45517864] [ 0.52408088 0.43961209 0.59252877 0.65297077 0.33863311] [ 0.75249381 0.36896887 0.56255953 0.33625381 0.50537915] [ 0.73362966 0.41962249 0.60481742 0.42318197 0.43107694] [ 0.56527279 0.44285474 0.54024288 0.70297542 0.4635655 ] [ 0.70723726 0.35228251 0.66804574 0.3010558 0.36957526] [ 0.16232494 0.64271115 0.52154419 0.88843076 0.54692008] [ 0.75779558 0.41440063 0.42969826 0.39289442 0.31345741] [ 0.42400808 0.59191628 0.46265751 0.6036231 0.51385022] [ 0.77439561 0.44579786 0.55903171 0.26112357 0.39963004] [ 0.21553058 0.59995805 0.42326307 0.91191756 0.52617749] [ 0.79001027 0.43998138 0.39693075 0.41169305 0.540368 ] [ 0.63608569 0.43246505 0.59462047 0.59295478 0.3846378 ] [ 0.58744102 0.38276674 0.67505655 0.51699687 0.45510245] [ 0.258921 0.61359954 0.44576914 0.85421908 0.39136429] [ 0.40169865 0.55155463 0.55994446 0.69074413 0.59779746] [ 0.63540319 0.34576517 0.49367571 0.49775652 0.51328354] [ 0.57005624 0.46868633 0.56886792 0.7080534 0.42356716] [ 0.344576 0.63782818 0.51184083 0.47316861 0.62090791] [ 0.49371742 0.54702491 0.4770916 0.51691361 0.42158707] [ 0.84990235 0.28886544 0.56403913 0.16569937 0.38951387] [ 0.63699993 0.35341561 0.54050053 0.24983134 0.52298944] [ 0.4951524 0.46499915 0.62299582 0.64375712 0.50811096] [ 0.2860802 0.47307114 0.55242206 0.79174083 0.55211758] [ 0.58894512 0.65580459 0.20911293 0.49489414 0.3332514 ] [ 0.78446662 0.32981827 0.59207314 0.23529665 0.37436489] [ 0.66053705 0.31687383 0.47949115 0.43473836 0.40901704] [ 0.66868542 0.47306005 0.5705111 0.35022193 0.49676868] [ 0.35852344 0.5689231 0.44988977 0.62976888 0.40613501] [ 0.61110638 0.4520475 0.47653447 0.73887416 0.31774834] [ 0.66999287 0.50087795 0.56323028 0.23919757 0.57478659] [ 0.34991893 0.44349485 0.49110999 0.85799846 0.46460488] [ 0.25117578 0.48413495 0.47881126 0.82934083 0.53271691] [ 0.44451704 0.44991377 0.57129477 0.72555432 0.39189624] [ 0.80279132 0.47376535 0.42982783 0.27064436 0.46063696] [ 0.78303847 0.41942443 0.46158182 0.3688452 0.42024099] [ 0.65210477 0.49746745 0.54530004 0.63350961 0.4588917 ] [ 0.61019266 0.55971996 0.45061798 0.56180897 0.59582818] [ 0.56293809 0.56783695 0.48803767 0.5724102 0.45166526] [ 0.60440163 0.58682836 0.49171819 0.55974261 0.46213443] [ 0.37248127 0.71133142 0.41729156 0.70590739 0.49081847] [ 0.72315655 0.40355961 0.55167323 0.3334501 0.39938326] [ 0.45635655 0.51867312 0.53268043 0.49724886 0.48864893] [ 0.68578058 0.32717189 0.53516585 0.40605934 0.42754623] [ 0.86204908 0.4631531 0.52067272 0.51807038 0.31052213] [ 0.52063312 0.5682196 0.29105765 0.62890484 0.47242642] [ 0.54093809 0.49521968 0.47265463 0.58547491 0.38339374] [ 0.55417685 0.496158 0.39822771 0.47991121 0.38866016] [ 0.81683317 0.37938322 0.54489183 0.2611065 0.4239911 ] [ 0.25586138 0.71152815 0.42903235 0.67265586 0.50215165] [ 0.69309887 0.39302538 0.63671994 0.45743548 0.4598382 ] [ 0.92518551 0.4461965 0.45787286 0.20478479 0.3068634 ] [ 0.59116139 0.49719941 0.46192418 0.34163925 0.35761182] [ 0.34850379 0.5427732 0.52111961 0.78514036 0.59730852] [ 0.5445934 0.49442581 0.35827356 0.50927003 0.4168729 ] [ 0.82386166 0.52208812 0.43983598 0.32602448 0.40160614] [ 0.24235252 0.67819829 0.43875456 0.91849951 0.62026593] [ 0.49054887 0.40119918 0.52064982 0.65495594 0.46286642] [ 0.43486988 0.42319531 0.59002724 0.5773332 0.46794411] [ 0.66839507 0.59431365 0.37610562 0.54588434 0.25851419] [ 0.64311225 0.52147137 0.45732407 0.64310617 0.43854739] [ 0.71011702 0.38112262 0.39532045 0.4925027 0.42655612] [ 0.36731996 0.53722954 0.63509334 0.66762315 0.52083578] [ 0.51357124 0.32539521 0.54822872 0.48094557 0.47227167] [ 0.43567466 0.53112692 0.50748035 0.69089481 0.44402207] [ 0.69808063 0.36261335 0.58686465 0.25680123 0.46582997] [ 0.19796004 0.58696055 0.48966474 0.7286921 0.48629735] [ 0.79303345 0.3343252 0.57502036 0.26883719 0.4666012 ] [ 0.24979027 0.44409316 0.51450563 0.82674588 0.52297763] [ 0.40996506 0.62387621 0.42326523 0.57688907 0.69174152] [ 0.87993415 0.37609116 0.45450736 0.13253023 0.26049172] [ 0.56527279 0.44285474 0.54024288 0.70297542 0.4635655 ] [ 0.71633039 0.42645381 0.53890872 0.36592212 0.44415356] [ 0.61331188 0.331073 0.71119922 0.37408968 0.46341262] Progress: 34.6% ... Training loss: 0.561 ... Validation loss: 0.947[ 0.43734831 0.57801313 0.57568991 0.55459763 0.50501734] [ 0.25954839 0.5593994 0.5217391 0.82067282 0.47908774] [ 0.24334412 0.58198203 0.50081106 0.83602586 0.54927981] [ 0.79206766 0.47282421 0.41839969 0.34017314 0.45236085] [ 0.40136727 0.55627238 0.40993445 0.66784962 0.38587477] [ 0.55660764 0.47222273 0.44976804 0.45864738 0.48131709] [ 0.81605598 0.39881448 0.46218832 0.3959947 0.31797556] [ 0.24761876 0.44154451 0.42480875 0.75393256 0.51286142] [ 0.74391703 0.50156198 0.42262129 0.18727653 0.34822693] [ 0.2389992 0.48575451 0.54369735 0.79124956 0.59688243] [ 0.62843971 0.56121429 0.40630509 0.52394403 0.34914182] [ 0.6402761 0.40862958 0.55593595 0.59997143 0.26584588] [ 0.2081256 0.60914207 0.34132695 0.69857944 0.54325039] [ 0.22247042 0.71850281 0.38457108 0.78934456 0.52570343] [ 0.36107823 0.51853693 0.50832146 0.63892234 0.49503203] [ 0.6000236 0.51378777 0.54032504 0.71855879 0.32016311] [ 0.26730546 0.69872158 0.4227645 0.71553146 0.39338775] [ 0.52692349 0.55558207 0.53595535 0.61990229 0.37571585] [ 0.24295454 0.58012094 0.48909209 0.8285836 0.55530909] [ 0.466819 0.60572097 0.56072159 0.5711479 0.44795144] [ 0.39155598 0.49919859 0.41147781 0.54511456 0.39772109] [ 0.37312143 0.59696857 0.44827253 0.70939026 0.49258609] [ 0.20936805 0.5501022 0.57637086 0.71333588 0.67646505] [ 0.13338684 0.67586693 0.31495585 0.69974107 0.56709173] [ 0.39504447 0.43818646 0.57611267 0.76889378 0.514169 ] [ 0.49906023 0.50996851 0.42445566 0.68204956 0.28660719] [ 0.56978015 0.44987761 0.54635512 0.45803153 0.46747547] [ 0.62116589 0.50055644 0.59970862 0.35280343 0.56565547] [ 0.27277463 0.70480619 0.44780171 0.77514002 0.41753525] [ 0.59117195 0.31033135 0.46299241 0.51581272 0.37974206] [ 0.64439766 0.34927456 0.50372549 0.23647231 0.36703478] [ 0.71871139 0.52980852 0.25335436 0.39181502 0.30414877] [ 0.76484998 0.47443558 0.57413853 0.44955847 0.4327977 ] [ 0.66057564 0.41572504 0.501717 0.42763185 0.47477568] [ 0.59161694 0.51094656 0.63071545 0.39921077 0.48882585] [ 0.60799132 0.55678062 0.4432943 0.409903 0.50180075] [ 0.80342743 0.4508775 0.53094247 0.27205837 0.39370764] [ 0.86222606 0.4630355 0.52071861 0.51782592 0.31048419] [ 0.1942999 0.64024421 0.39789705 0.86720947 0.54371987] [ 0.8173944 0.3518392 0.46394486 0.27833894 0.42392963] [ 0.70819111 0.55275859 0.56836928 0.51334723 0.40779043] [ 0.62499878 0.45419849 0.65075655 0.59129748 0.44474983] [ 0.13040024 0.56003583 0.37624088 0.91964756 0.45625353] [ 0.35445303 0.41887131 0.61285486 0.69898174 0.52380409] [ 0.61998423 0.6222714 0.43989673 0.49306611 0.43928747] [ 0.70900839 0.3483426 0.66822885 0.33453315 0.39162157] [ 0.65037087 0.47851356 0.43466519 0.34948721 0.44873096] [ 0.52418725 0.53722007 0.46764742 0.55109425 0.50634735] [ 0.75354415 0.32436881 0.68230592 0.24736946 0.44604354] [ 0.75324872 0.44971963 0.61219866 0.32658081 0.45843659] [ 0.48182995 0.45047239 0.57901263 0.66259165 0.42692447] [ 0.32105655 0.52434436 0.4391881 0.73630092 0.69255822] [ 0.79993216 0.36404591 0.67191137 0.17979612 0.43479592] [ 0.47940531 0.57338108 0.39264752 0.50512306 0.46923586] [ 0.79943891 0.34606047 0.61873886 0.22156508 0.49961625] [ 0.80568882 0.41086702 0.35176422 0.30268775 0.29767085] [ 0.68720478 0.46043085 0.50395225 0.4026437 0.39756433] [ 0.1928874 0.61958155 0.33630606 0.8751161 0.46894155] [ 0.57270211 0.412636 0.59661353 0.2769256 0.46796536] [ 0.33123543 0.69018755 0.4522967 0.72619028 0.58911696] [ 0.8480883 0.37751406 0.48559361 0.30721756 0.38657502] [ 0.42141674 0.49761376 0.29849429 0.76218868 0.3949945 ] [ 0.35650658 0.50671122 0.48868136 0.86179518 0.53334005] [ 0.22368686 0.5975458 0.46002775 0.70916059 0.55083144] [ 0.72985214 0.42044936 0.42476308 0.24573276 0.33708839] [ 0.55882724 0.3745815 0.58300337 0.60151327 0.47417759] [ 0.8957623 0.38228207 0.44595677 0.3069894 0.33106677] [ 0.22806398 0.5539985 0.46828609 0.84621049 0.54913195] [ 0.45005261 0.42438322 0.47461265 0.53562727 0.41696804] [ 0.63152629 0.58841288 0.5078625 0.40602444 0.52773298] [ 0.79272068 0.44401055 0.58365347 0.38391533 0.34022663] [ 0.84956542 0.34684082 0.59864142 0.24504197 0.4002133 ] [ 0.73786109 0.5073935 0.53498085 0.31820391 0.50286512] [ 0.25184762 0.57406927 0.52878338 0.78697102 0.49875005] [ 0.58668557 0.53879531 0.43472872 0.52263001 0.53996686] [ 0.21367446 0.72098598 0.38104297 0.79576204 0.57349089] [ 0.78656912 0.34739286 0.53435929 0.22854875 0.32575023] [ 0.74409839 0.47701942 0.31518948 0.26603567 0.32050182] [ 0.20762306 0.62679442 0.48041273 0.70411317 0.49406823] [ 0.74604334 0.49506522 0.47900842 0.3341684 0.34505844] [ 0.62899773 0.42986267 0.33844406 0.35953715 0.29031151] [ 0.55344776 0.40163305 0.58682007 0.6212517 0.31452435] [ 0.35043689 0.46917572 0.58591826 0.64253718 0.49958346] [ 0.79800681 0.35599502 0.51833952 0.24141787 0.36888759] [ 0.49521099 0.45483049 0.49077174 0.57575771 0.33484829] [ 0.40220121 0.63138457 0.46511695 0.68256112 0.52770664] [ 0.7881024 0.37323098 0.48241736 0.2466065 0.42359865] [ 0.61012592 0.42831099 0.59758132 0.43230448 0.50075649] [ 0.44248141 0.50688588 0.51113349 0.68155618 0.43970935] [ 0.29551527 0.64838648 0.5624853 0.63816332 0.60673949] [ 0.50286161 0.33666579 0.55655855 0.34468797 0.59412691] [ 0.33818508 0.57308895 0.49650439 0.7882 0.41417774] [ 0.74330009 0.45176492 0.49399302 0.37472507 0.35902714] [ 0.20311299 0.56272498 0.51131574 0.87769123 0.67930414] [ 0.64691524 0.5793959 0.44776378 0.53187814 0.41903265] [ 0.48577014 0.55765562 0.60832054 0.53200284 0.50371001] [ 0.57375869 0.55831474 0.33667821 0.54141573 0.37987887] [ 0.71686869 0.51508758 0.40436522 0.36428646 0.36613626] [ 0.58888409 0.58974326 0.28443321 0.65573375 0.36522856] [ 0.20029087 0.6453044 0.41471058 0.86524514 0.5620631 ] [ 0.34546245 0.54941684 0.44588095 0.76995706 0.44723599] [ 0.71284308 0.50571622 0.53659449 0.42194994 0.46809987] [ 0.27767562 0.47510963 0.54875085 0.72163316 0.54843575] [ 0.15927409 0.59564513 0.46055288 0.79282001 0.48177288] [ 0.48555454 0.55165597 0.44480384 0.58728874 0.52071669] [ 0.59296137 0.46336621 0.50604226 0.65701328 0.40628856] [ 0.47888086 0.51005832 0.52141666 0.76639307 0.54677021] [ 0.84831808 0.36759147 0.58723411 0.21409639 0.4109927 ] [ 0.77416429 0.61538361 0.38972378 0.49196409 0.37958371] [ 0.48360105 0.55824246 0.5116117 0.5515469 0.55274246] [ 0.43645483 0.51047615 0.48986332 0.71826458 0.53805378] [ 0.7300295 0.44515128 0.52871172 0.53847193 0.3928332 ] [ 0.4606884 0.50384776 0.54284123 0.49939378 0.48953403] [ 0.61299672 0.39731888 0.35192642 0.45914018 0.48676789] [ 0.65142472 0.52341294 0.66186538 0.48164843 0.46626826] [ 0.23154468 0.56532538 0.55458803 0.83136179 0.58748948] [ 0.31206902 0.63320787 0.40738248 0.74811309 0.44415595] [ 0.54248632 0.65420914 0.34951155 0.65357563 0.37767569] [ 0.28535383 0.66821761 0.32134649 0.74746232 0.45044902] [ 0.37255005 0.56318258 0.52063689 0.75261355 0.62909765] [ 0.84132575 0.56277843 0.47255643 0.26147679 0.3428703 ] [ 0.50651419 0.50646207 0.52440013 0.75697119 0.53142352] [ 0.82298423 0.25769488 0.65297546 0.146786 0.42724826] [ 0.40554942 0.56829166 0.54448299 0.74620041 0.51467693] [ 0.55554921 0.58963719 0.28389106 0.56288121 0.36573533] [ 0.52676239 0.56012279 0.45321668 0.6041652 0.38516846] [ 0.21848922 0.69545896 0.47454678 0.8182112 0.68292145] [ 0.82986941 0.31405038 0.65787113 0.24099927 0.43754823] Progress: 34.7% ... Training loss: 0.560 ... Validation loss: 0.946[ 0.19109937 0.70904637 0.30083569 0.86999488 0.60357993] [ 0.529289 0.57988367 0.3416917 0.44611036 0.45026224] [ 0.11808039 0.63794812 0.4628784 0.94047882 0.51004132] [ 0.76127959 0.40895269 0.55956614 0.30553514 0.47939083] [ 0.76334679 0.4869501 0.43090783 0.40995023 0.50773933] [ 0.31152678 0.63356426 0.40721641 0.74833848 0.44431244] [ 0.60400169 0.48973764 0.41882678 0.49924795 0.43459659] [ 0.48345097 0.56256828 0.57448648 0.77763743 0.53130987] [ 0.62297726 0.6163918 0.32122957 0.51729562 0.42996687] [ 0.60622961 0.57833333 0.47822837 0.30745321 0.50099113] [ 0.88811184 0.30457128 0.60861044 0.1652012 0.37796278] [ 0.32279764 0.6277413 0.32438759 0.77719737 0.43293868] [ 0.53601856 0.56701384 0.48154942 0.3883783 0.51182501] [ 0.72618808 0.37519451 0.51875581 0.42812518 0.38936535] [ 0.3495033 0.50841752 0.53654156 0.53136883 0.38837715] [ 0.40582923 0.58436005 0.43336389 0.6349298 0.38276358] [ 0.7369956 0.44821425 0.58412366 0.50203291 0.45174971] [ 0.24619496 0.47802907 0.65487131 0.79789014 0.65004681] [ 0.22870477 0.75386148 0.38684764 0.79873284 0.4574893 ] [ 0.86149035 0.46672474 0.57145283 0.32673549 0.31234002] [ 0.36255345 0.562459 0.5484309 0.78515431 0.39078686] [ 0.20432601 0.54067069 0.5440148 0.77844365 0.65346668] [ 0.21074422 0.58687742 0.36258255 0.72951783 0.52137196] [ 0.79858957 0.42794891 0.62632584 0.34366238 0.44985063] [ 0.66588012 0.48417559 0.4497315 0.29362534 0.45799861] [ 0.58187253 0.52908442 0.583618 0.73427383 0.44809878] [ 0.51902864 0.41273007 0.4610962 0.31937028 0.51821377] [ 0.27192837 0.55755346 0.53975529 0.67660117 0.49084656] [ 0.66598574 0.29588302 0.5865792 0.23318411 0.39710897] [ 0.41256315 0.49189349 0.4931704 0.68508054 0.33552162] [ 0.22626487 0.50689852 0.55222833 0.58062874 0.55455229] [ 0.27834251 0.53784448 0.51459935 0.67684754 0.58825586] [ 0.4322817 0.54970993 0.43451258 0.64997561 0.47033405] [ 0.65806535 0.4008822 0.69304615 0.56343017 0.37011919] [ 0.88522465 0.32346588 0.71059582 0.12732732 0.33623761] [ 0.46894519 0.61692662 0.49177643 0.51316537 0.48918825] [ 0.71039058 0.53401875 0.43030476 0.43296486 0.39326415] [ 0.86914579 0.29390163 0.5249111 0.28184355 0.41344634] [ 0.62595331 0.5198146 0.5538872 0.454216 0.40418134] [ 0.56929739 0.45723726 0.4098754 0.6210181 0.32450569] [ 0.2815256 0.57912265 0.56440954 0.67265482 0.45590275] [ 0.7700155 0.35693873 0.49182714 0.26067845 0.38600225] [ 0.27956136 0.55502525 0.61287734 0.81308956 0.413617 ] [ 0.71922826 0.36169413 0.65557949 0.4548364 0.36827523] [ 0.13394357 0.62355552 0.38601984 0.89760888 0.49876361] [ 0.19174592 0.5180605 0.55926736 0.74746513 0.55656851] [ 0.29871088 0.5983841 0.35854933 0.70289847 0.39922933] [ 0.60135721 0.50851445 0.42113795 0.77937181 0.39873246] [ 0.11816336 0.57551317 0.45618342 0.89543062 0.55180359] [ 0.73789493 0.51515674 0.36971693 0.29143248 0.31857264] [ 0.60147965 0.59955679 0.48153459 0.55083226 0.4266719 ] [ 0.4977821 0.43708174 0.58303539 0.58558739 0.3740422 ] [ 0.20915095 0.39272213 0.51441303 0.63327742 0.63720028] [ 0.13674067 0.74400393 0.35645662 0.80873337 0.49293096] [ 0.17368446 0.54168781 0.36478094 0.9243425 0.5373252 ] [ 0.66107656 0.55637521 0.50815273 0.55046421 0.38481081] [ 0.53767025 0.59266214 0.40336396 0.49868484 0.33939284] [ 0.5026579 0.44046251 0.56684773 0.38889191 0.54723044] [ 0.31293553 0.57716444 0.43787229 0.71015759 0.39850298] [ 0.69124144 0.44778856 0.53833286 0.45421612 0.36395856] [ 0.34432399 0.64358768 0.32996053 0.7882768 0.37494786] [ 0.52307047 0.4779957 0.57204137 0.42760641 0.46150099] [ 0.68043491 0.45994963 0.4716532 0.35987489 0.40989974] [ 0.17744641 0.57297649 0.44623872 0.76920248 0.46937355] [ 0.60384781 0.5062365 0.43456177 0.3781018 0.5313415 ] [ 0.26916726 0.6312624 0.51883361 0.69470455 0.59787382] [ 0.62130009 0.50170047 0.51779037 0.37674286 0.48631787] [ 0.60116996 0.35606525 0.61238336 0.4709735 0.39302989] [ 0.26287867 0.49219373 0.38507826 0.61554955 0.72690061] [ 0.53049888 0.51621429 0.43786298 0.66163349 0.44801802] [ 0.88533633 0.44713113 0.43882824 0.21615002 0.29151509] [ 0.28582932 0.70488315 0.23647492 0.79151752 0.44562805] [ 0.31256002 0.5482854 0.514711 0.73682781 0.48537532] [ 0.60129301 0.42141336 0.34430845 0.42997259 0.42802362] [ 0.55570971 0.47873018 0.3032475 0.49252253 0.48162884] [ 0.24871334 0.47043386 0.6198912 0.75210662 0.44189002] [ 0.70925707 0.43400177 0.38539611 0.2847493 0.33634165] [ 0.31472989 0.5486848 0.53706224 0.72151378 0.5363431 ] [ 0.50558699 0.45178178 0.28063476 0.50430842 0.45542908] [ 0.63097038 0.43128873 0.45660182 0.3355331 0.34578562] [ 0.80100372 0.47349258 0.50858509 0.2976084 0.3836606 ] [ 0.63271042 0.46389695 0.47086091 0.63793924 0.40854307] [ 0.409971 0.52669872 0.4464288 0.72452833 0.51661896] [ 0.57238057 0.40059617 0.62547007 0.51573608 0.33302333] [ 0.61750644 0.66103403 0.36428387 0.70711964 0.32058127] [ 0.88326484 0.27787752 0.67606058 0.18778474 0.38288893] [ 0.50628289 0.54916207 0.61057408 0.41428107 0.52950716] [ 0.61453678 0.39677703 0.6384389 0.37930743 0.54550876] [ 0.7481921 0.34868675 0.4537142 0.44341448 0.49635886] [ 0.39526368 0.5545284 0.43680798 0.69331229 0.37248655] [ 0.28353014 0.68232456 0.46287796 0.72665584 0.59182108] [ 0.6475667 0.46913917 0.4416476 0.38100684 0.4727716 ] [ 0.23739424 0.64326694 0.38095075 0.61280727 0.5218029 ] [ 0.70511933 0.35788062 0.43466674 0.68353017 0.38862725] [ 0.44273405 0.62963472 0.46838991 0.74453217 0.42922519] [ 0.20914801 0.54318449 0.58755397 0.82112385 0.59251492] [ 0.61319134 0.46049203 0.58966318 0.37303033 0.37026846] [ 0.84061598 0.45541919 0.54842125 0.2534283 0.43599076] [ 0.39897888 0.53895603 0.56514096 0.70587671 0.5770368 ] [ 0.81126403 0.42737117 0.50979402 0.42294744 0.39742788] [ 0.62520449 0.38037671 0.44060302 0.37356845 0.41362695] [ 0.32862806 0.6576095 0.52451563 0.53869976 0.39123971] [ 0.73279986 0.62618317 0.47548617 0.51751475 0.45106599] [ 0.17751304 0.57563122 0.33522519 0.90913732 0.60190449] [ 0.73959963 0.3011668 0.43099848 0.42123155 0.38069489] [ 0.25076947 0.65199443 0.3967475 0.74552035 0.53131251] [ 0.54511343 0.6430411 0.57469399 0.67384571 0.49197239] [ 0.59142686 0.54711572 0.31903949 0.48792409 0.29490424] [ 0.69048556 0.51076146 0.53953883 0.37852153 0.48601689] [ 0.1927244 0.56586897 0.42347892 0.74941922 0.61945855] [ 0.4890273 0.43761709 0.54431915 0.67109821 0.35097525] [ 0.45894403 0.5424432 0.51860276 0.45547165 0.56377004] [ 0.5205883 0.44960232 0.43360652 0.40684667 0.4971019 ] [ 0.62826412 0.52803392 0.52746521 0.46573844 0.46431661] [ 0.20125242 0.51181885 0.45545197 0.80341756 0.51010524] [ 0.34673356 0.58151728 0.48827602 0.64143729 0.57105085] [ 0.4239225 0.57237102 0.43223391 0.55979291 0.49242667] [ 0.18863404 0.57141054 0.48778656 0.8161865 0.5927043 ] [ 0.27484657 0.57979333 0.33905665 0.77289895 0.59765979] [ 0.71097567 0.4960586 0.317604 0.50105564 0.38976889] [ 0.61269942 0.39750581 0.35184689 0.45933029 0.48683931] [ 0.6107759 0.53179591 0.47551742 0.54137458 0.57067828] [ 0.20250596 0.56328507 0.51106785 0.87788321 0.67950371] [ 0.55631052 0.52522229 0.50249489 0.46899177 0.41167567] [ 0.28846423 0.52955182 0.5225385 0.80993745 0.54351637] [ 0.24433164 0.59475089 0.47471518 0.81819352 0.61903869] [ 0.7824212 0.37560355 0.54276982 0.33507417 0.40378554] [ 0.48740019 0.66826143 0.38286207 0.70304885 0.48933751] Progress: 34.8% ... Training loss: 0.560 ... Validation loss: 0.945[ 0.47257454 0.38988099 0.61345914 0.41819175 0.54445709] [ 0.63558691 0.43859366 0.56148607 0.70836346 0.34951359] [ 0.21009474 0.54527936 0.42374102 0.88286379 0.50165185] [ 0.34173331 0.58629288 0.28005243 0.69349408 0.45192636] [ 0.65057988 0.42774765 0.38120931 0.4391803 0.57414469] [ 0.18173724 0.48589922 0.57623674 0.9037942 0.6561416 ] [ 0.73553447 0.47437998 0.56826494 0.32900428 0.39295735] [ 0.1909915 0.63327572 0.38625984 0.60420425 0.5392299 ] [ 0.24612525 0.64294254 0.54767188 0.68068765 0.64867199] [ 0.31334904 0.6080539 0.2649143 0.75875774 0.58743136] [ 0.47104437 0.46904582 0.51911555 0.65639969 0.34671033] [ 0.18062045 0.6246118 0.479144 0.84412063 0.60238014] [ 0.29663335 0.63701262 0.41875723 0.86915951 0.37972886] [ 0.32862169 0.50572414 0.61681469 0.5290119 0.52859515] [ 0.44665611 0.64657656 0.53111471 0.70403974 0.55895424] [ 0.72257883 0.47868811 0.53813544 0.20978897 0.5490096 ] [ 0.4590979 0.50961718 0.47015359 0.51366142 0.43796036] [ 0.53291826 0.55552228 0.51763201 0.49114138 0.49029129] [ 0.44559222 0.57419886 0.51785576 0.58319729 0.60049726] [ 0.58826922 0.4266339 0.45158145 0.34754736 0.50383881] [ 0.42029808 0.48270843 0.62965272 0.72312247 0.54182104] [ 0.94246666 0.32148462 0.61919727 0.23456012 0.2821683 ] [ 0.61459526 0.47925955 0.46841107 0.47397293 0.40775959] [ 0.38879717 0.5993982 0.4726232 0.38745477 0.66337489] [ 0.41832414 0.50349664 0.41135786 0.616271 0.45001809] [ 0.64375887 0.46562712 0.61239286 0.58435279 0.45173117] [ 0.77484789 0.54816836 0.46042327 0.32854638 0.40554421] [ 0.46734802 0.4542855 0.57505046 0.71957059 0.4528519 ] [ 0.72286689 0.40921444 0.33672749 0.39891415 0.35349144] [ 0.68344118 0.35969249 0.56089182 0.55193396 0.39175169] [ 0.72165561 0.44528748 0.5380236 0.26937696 0.47620333] [ 0.39283538 0.49894835 0.2450035 0.76863659 0.34663155] [ 0.3635075 0.4528689 0.57107919 0.8186896 0.59672652] [ 0.37406729 0.51082755 0.52177289 0.60547323 0.39078146] [ 0.77306808 0.36753843 0.49690544 0.16482102 0.26216942] [ 0.6618983 0.4465485 0.46501301 0.29028933 0.34759443] [ 0.33959951 0.47110518 0.62645143 0.67716325 0.40790006] [ 0.46140377 0.56423716 0.53758061 0.64204062 0.35649663] [ 0.7086537 0.41420286 0.41442792 0.26524961 0.34146097] [ 0.35731943 0.5990417 0.35598113 0.73435521 0.50648264] [ 0.8697361 0.42503806 0.63175453 0.22023362 0.42707062] [ 0.59840946 0.57148955 0.53554794 0.51112497 0.48919763] [ 0.77008564 0.40329927 0.48234698 0.24756083 0.46076314] [ 0.71091752 0.50581193 0.46733299 0.43788864 0.3865319 ] [ 0.5619768 0.41070948 0.57828141 0.62560023 0.35359433] [ 0.58028049 0.36133904 0.51879191 0.56488429 0.33895202] [ 0.55620364 0.46830638 0.59456174 0.48575742 0.37894427] [ 0.63178312 0.52096398 0.4714964 0.57089708 0.40279797] [ 0.44864225 0.5129324 0.36792744 0.45050554 0.41665182] [ 0.60157522 0.4423529 0.59220644 0.65060439 0.39253999] [ 0.68986669 0.37070673 0.39246348 0.39430352 0.35779978] [ 0.16761015 0.73028484 0.4648102 0.75241022 0.60871602] [ 0.63326529 0.46360905 0.47097701 0.63762039 0.4084471 ] [ 0.51913607 0.48273168 0.47703771 0.6958645 0.28385218] [ 0.63742975 0.48157275 0.54137966 0.24921726 0.48731393] [ 0.55500268 0.48428313 0.40401216 0.45102122 0.48464206] [ 0.55856031 0.66870441 0.40903636 0.7184178 0.55989551] [ 0.83979332 0.42090516 0.42976836 0.29627829 0.45214323] [ 0.5248156 0.50082965 0.58316984 0.33305326 0.54527345] [ 0.59973738 0.52092464 0.52510959 0.47166147 0.60475974] [ 0.77796291 0.42814343 0.451053 0.27852756 0.28694936] [ 0.79762988 0.51807306 0.42271585 0.45788233 0.33131287] [ 0.70470432 0.59784806 0.46093707 0.43802712 0.37507292] [ 0.34874088 0.5134049 0.45587828 0.68430103 0.38354443] [ 0.8750807 0.35513069 0.53557856 0.09969071 0.30741632] [ 0.58726113 0.52057259 0.49970658 0.57488097 0.36829387] [ 0.54935676 0.60048327 0.37344599 0.64106092 0.39073097] [ 0.08256687 0.65680012 0.40729602 0.91623385 0.50029012] [ 0.73466023 0.4641199 0.51457352 0.40916979 0.43770089] [ 0.54922472 0.34200905 0.75084175 0.53987629 0.43457955] [ 0.48965537 0.66189 0.38125377 0.5393921 0.339598 ] [ 0.58592992 0.43006409 0.61499818 0.61482272 0.43920008] [ 0.71857558 0.48439743 0.42386827 0.38979306 0.34878575] [ 0.38738214 0.51775356 0.42325725 0.56655492 0.34997329] [ 0.2402053 0.66275669 0.41574231 0.67180672 0.58208097] [ 0.31779683 0.53415589 0.60310953 0.79657702 0.53610159] [ 0.54576878 0.70880494 0.29791561 0.53944371 0.3653198 ] [ 0.25446423 0.63015903 0.43301206 0.82929085 0.47066058] [ 0.47586168 0.59587826 0.36837836 0.51236508 0.52138618] [ 0.44896723 0.63831064 0.46132797 0.62265433 0.37981772] [ 0.62822105 0.35470618 0.59178922 0.50997516 0.2929349 ] [ 0.90155644 0.42896586 0.51687654 0.23921126 0.36967083] [ 0.11958691 0.67509294 0.44450021 0.92381031 0.57858189] [ 0.63609678 0.5032768 0.48426003 0.53099634 0.48018265] [ 0.61139642 0.43534129 0.53118848 0.56345147 0.36970789] [ 0.72452813 0.28868616 0.61779866 0.29823086 0.39948812] [ 0.53732054 0.50054755 0.51681936 0.27999106 0.53902457] [ 0.63020731 0.45836099 0.49719239 0.43708564 0.48403126] [ 0.6583629 0.67411407 0.35873795 0.62847889 0.52226458] [ 0.45689342 0.3390164 0.54541259 0.55342319 0.4568389 ] [ 0.31172162 0.64646152 0.28236394 0.68811869 0.43876629] [ 0.61698266 0.44148089 0.51179856 0.36655136 0.58114436] [ 0.77306808 0.36753843 0.49690544 0.16482102 0.26216942] [ 0.70499011 0.3886353 0.62955425 0.5367039 0.43768577] [ 0.62361642 0.34405173 0.58732151 0.65196859 0.41604507] [ 0.48430929 0.4986929 0.47424986 0.59262578 0.41645702] [ 0.71164843 0.3940807 0.5595466 0.20365676 0.34219226] [ 0.21621806 0.64840557 0.32386637 0.72487094 0.53781109] [ 0.61125926 0.33018378 0.56099577 0.41125183 0.40625239] [ 0.22822123 0.52208147 0.46776057 0.86399322 0.58511145] [ 0.60054849 0.51360387 0.54040203 0.71832607 0.32011713] [ 0.56164266 0.56620179 0.40671568 0.41116588 0.37194542] [ 0.7215999 0.40437619 0.5880672 0.3905067 0.43234243] [ 0.15650494 0.50336152 0.43635604 0.8475134 0.50220942] [ 0.52806696 0.51481995 0.42118187 0.36016373 0.45917065] [ 0.60252895 0.4376712 0.43550083 0.52202818 0.43013153] [ 0.72593546 0.43222711 0.55516002 0.33569125 0.43594038] [ 0.25270429 0.64623861 0.26786028 0.87145219 0.51846057] [ 0.54045085 0.53904248 0.51499088 0.57830799 0.50914092] [ 0.63485985 0.44442492 0.62121774 0.28539496 0.54151472] [ 0.74088898 0.30433317 0.47427014 0.33198773 0.51446312] [ 0.86073277 0.3761043 0.51673966 0.12442261 0.37652888] [ 0.84959838 0.34684473 0.59865864 0.24501804 0.4001956 ] [ 0.53073075 0.41351152 0.48140445 0.51569068 0.35035536] [ 0.61027032 0.45402786 0.58374359 0.55950141 0.49967937] [ 0.33323551 0.53442322 0.49038435 0.81666901 0.52504855] [ 0.53776449 0.36451649 0.62789554 0.44635667 0.44747536] [ 0.18261412 0.55994895 0.4945078 0.90034932 0.6268724 ] [ 0.58127277 0.54741617 0.42659707 0.33345664 0.36140922] [ 0.31339762 0.46121946 0.41307787 0.76247385 0.57203671] [ 0.37582427 0.38698864 0.44454804 0.61778027 0.58555314] [ 0.80919222 0.41818479 0.53274533 0.42202104 0.36257733] [ 0.40173508 0.51655844 0.48352352 0.6845066 0.40989043] [ 0.58038393 0.46276589 0.39977494 0.46095905 0.45907616] [ 0.66801106 0.34617935 0.35845696 0.36561085 0.38915302] [ 0.63742975 0.48157275 0.54137966 0.24921726 0.48731393] [ 0.1747498 0.51996908 0.50868438 0.77973288 0.5854196 ] [ 0.65603614 0.52827469 0.48002093 0.43216349 0.49095534] Progress: 34.8% ... Training loss: 0.560 ... Validation loss: 0.943[ 0.67423497 0.45233402 0.63648336 0.24494007 0.4904495 ] [ 0.58740815 0.48541879 0.52158157 0.37694191 0.62784812] [ 0.32114358 0.41859704 0.47748291 0.81864088 0.42589063] [ 0.52757572 0.55994153 0.45329043 0.60361317 0.3851228 ] [ 0.67954372 0.33024111 0.3418674 0.32382264 0.41352742] [ 0.2601271 0.57698308 0.57923733 0.80295693 0.59700477] [ 0.3801102 0.54368943 0.4119366 0.61230773 0.58051938] [ 0.17586377 0.67199283 0.35801866 0.79023131 0.46820127] [ 0.69543154 0.4422056 0.43505369 0.46984952 0.54796859] [ 0.38271348 0.54149771 0.49121384 0.65935685 0.51376889] [ 0.16751122 0.68614263 0.31594574 0.87163668 0.60005466] [ 0.5941414 0.37821114 0.50717929 0.55894123 0.33126863] [ 0.80054314 0.35300474 0.36322164 0.4702812 0.44211241] [ 0.41304777 0.51498226 0.43588601 0.56474146 0.42429516] [ 0.36371108 0.45072757 0.45522408 0.57832309 0.43328634] [ 0.48110945 0.50653625 0.56312243 0.28207905 0.5435306 ] [ 0.78264419 0.45282315 0.55916262 0.47763971 0.38823142] [ 0.50160439 0.7252256 0.38755768 0.67136259 0.41818529] [ 0.6879799 0.51726215 0.57810843 0.58570889 0.4172803 ] [ 0.8871318 0.34955864 0.61788007 0.18619335 0.38200544] [ 0.36717117 0.52913812 0.51208485 0.55714932 0.52718404] [ 0.36376994 0.50802391 0.46421281 0.63490749 0.36564511] [ 0.53288245 0.55137795 0.41632235 0.43620422 0.4233619 ] [ 0.50208717 0.4570168 0.34380598 0.5227163 0.42176194] [ 0.85440755 0.33586336 0.51756332 0.25161058 0.38288392] [ 0.66466072 0.40269737 0.50248235 0.4018233 0.45333759] [ 0.79131324 0.4695083 0.54661369 0.40861418 0.40702852] [ 0.70242815 0.49686415 0.54920239 0.31871085 0.43609118] [ 0.63773173 0.45536674 0.57045868 0.49284165 0.42038778] [ 0.70027957 0.57027032 0.4242459 0.36793266 0.29635167] [ 0.61592126 0.34576168 0.51872324 0.63880644 0.31735847] [ 0.53027062 0.47845026 0.48972728 0.58723987 0.35902471] [ 0.10465307 0.60919737 0.42192274 0.94022542 0.61428497] [ 0.64854448 0.51157972 0.45339135 0.43652164 0.42427433] [ 0.20747211 0.54198429 0.52178075 0.75151105 0.50082833] [ 0.79281367 0.44393301 0.58369498 0.38373896 0.34018504] [ 0.62612498 0.46878467 0.42389355 0.34080821 0.39847042] [ 0.55138911 0.44525852 0.55947684 0.42314631 0.38537741] [ 0.35635793 0.53900892 0.29063347 0.74047408 0.51006707] [ 0.6804671 0.36134939 0.49168956 0.37337184 0.40796289] [ 0.6985744 0.58647274 0.38136677 0.56444971 0.50197383] [ 0.30961338 0.59486411 0.34528909 0.53178187 0.46225 ] [ 0.23304802 0.60244767 0.50620328 0.78854484 0.54705378] [ 0.57626433 0.44141526 0.53705477 0.28877046 0.48903393] [ 0.84705906 0.4311446 0.3491041 0.33259139 0.34395146] [ 0.63554164 0.53201473 0.3819602 0.50463708 0.30125673] [ 0.49055672 0.4052024 0.67942041 0.69988318 0.43952628] [ 0.72556914 0.55108219 0.43719407 0.45394529 0.37247192] [ 0.70704139 0.49808215 0.67089088 0.46076385 0.43064843] [ 0.47162177 0.66725285 0.31208801 0.81640338 0.57460014] [ 0.26331888 0.55198699 0.60380744 0.81344965 0.45468257] [ 0.62051448 0.40729936 0.35817366 0.35395519 0.42205611] [ 0.85038955 0.54395971 0.4820623 0.36923834 0.41939673] [ 0.68874839 0.5023131 0.45064037 0.50728942 0.44204333] [ 0.56899517 0.50667942 0.4855639 0.37182767 0.60712602] [ 0.75613526 0.45027907 0.52809735 0.41892532 0.38777539] [ 0.55660355 0.55179139 0.48386474 0.47665342 0.40229716] [ 0.54374074 0.55749803 0.39780233 0.43394957 0.39433157] [ 0.7936151 0.48481919 0.46687001 0.25733654 0.3371965 ] [ 0.59136103 0.62857474 0.38471011 0.57633207 0.48204483] [ 0.84050215 0.48798272 0.54654776 0.29310133 0.34402628] [ 0.74070718 0.44210667 0.55927652 0.42614664 0.51490426] [ 0.59813928 0.56071198 0.53071004 0.21107461 0.41508583] [ 0.62055919 0.37179306 0.44884905 0.50903233 0.41514789] [ 0.48226437 0.52382319 0.55156962 0.54918223 0.5069869 ] [ 0.3981626 0.43056901 0.49621352 0.77751127 0.58168032] [ 0.78428632 0.44921042 0.40549494 0.36562334 0.41396366] [ 0.78911162 0.39332477 0.57574022 0.18099356 0.42839199] [ 0.47199646 0.41766244 0.54818289 0.71889707 0.55277282] [ 0.11808737 0.62242894 0.38496945 0.80402033 0.53089144] [ 0.59568254 0.40230413 0.42450285 0.55148131 0.36826591] [ 0.39082623 0.40912425 0.34214933 0.78543703 0.36889894] [ 0.59051719 0.44465628 0.62059486 0.7190466 0.34708543] [ 0.49873364 0.65847955 0.50931485 0.52980839 0.36888423] [ 0.44364781 0.42535593 0.64475358 0.5789589 0.46485854] [ 0.15803471 0.50738082 0.4960689 0.86369571 0.58699793] [ 0.8046128 0.48509028 0.56877067 0.12888118 0.49014163] [ 0.37426608 0.60001235 0.32797921 0.78322157 0.65674154] [ 0.51594052 0.68969179 0.36378576 0.60416768 0.47210965] [ 0.27781345 0.47521263 0.54868841 0.72154361 0.54851711] [ 0.45213955 0.46728059 0.41660734 0.75276358 0.44695573] [ 0.43348059 0.6069983 0.46023169 0.71253904 0.34608888] [ 0.42985744 0.47523612 0.38813411 0.62022147 0.53040136] [ 0.59730078 0.51427202 0.56008518 0.36935588 0.53134236] [ 0.37697195 0.5765395 0.49598909 0.48095769 0.58318415] [ 0.68947151 0.43201992 0.49630747 0.41265035 0.40018963] [ 0.43360885 0.49844308 0.54891577 0.79136501 0.42573745] [ 0.61542814 0.51696536 0.4039821 0.43303173 0.3504741 ] [ 0.64663801 0.59267482 0.55053 0.63316359 0.45300796] [ 0.15218371 0.65014937 0.40648933 0.8225084 0.46841473] [ 0.72768031 0.30778833 0.4647005 0.39617874 0.39676612] [ 0.65030399 0.36907165 0.45558034 0.40890684 0.60509664] [ 0.3365825 0.5407159 0.28414904 0.73490737 0.36432884] [ 0.6031233 0.39379283 0.5726766 0.53606636 0.37941953] [ 0.47301169 0.38281542 0.57123629 0.42820169 0.55637493] [ 0.71701919 0.39868152 0.45637854 0.324508 0.38593141] [ 0.79818494 0.48047991 0.36831415 0.28790484 0.38862396] [ 0.17239077 0.58652631 0.52955804 0.83982995 0.57633289] [ 0.58963208 0.48246611 0.39549334 0.43106204 0.34419272] [ 0.66584681 0.48424306 0.44968679 0.29361528 0.4580411 ] [ 0.44325286 0.66849153 0.45922072 0.66037056 0.49773383] [ 0.82491441 0.33632082 0.64377159 0.15399145 0.30193151] [ 0.84593525 0.39196392 0.41099335 0.31567021 0.353052 ] [ 0.48747268 0.48344225 0.52834786 0.78433006 0.44526974] [ 0.34373144 0.54798364 0.37490743 0.64840006 0.37325578] [ 0.22527251 0.6575256 0.48617743 0.79593505 0.66425794] [ 0.80357937 0.50288969 0.40486376 0.51340279 0.43102037] [ 0.18124185 0.64349283 0.36896189 0.84810402 0.52769009] [ 0.78086333 0.36694202 0.44790386 0.20019311 0.3533564 ] [ 0.42205789 0.63321336 0.4417554 0.76598412 0.40949104] [ 0.63859454 0.47810941 0.40909198 0.47106904 0.55987606] [ 0.16951184 0.6537572 0.52886456 0.92663274 0.6348086 ] [ 0.70073901 0.3394541 0.48567916 0.31676294 0.39216459] [ 0.80129571 0.3799942 0.45067814 0.41663303 0.31935623] [ 0.43758478 0.57797097 0.57570471 0.55444603 0.50500712] [ 0.54976278 0.59088256 0.33886272 0.61372217 0.29252418] [ 0.83583525 0.33787044 0.62798015 0.18047848 0.42548707] [ 0.43237691 0.39265591 0.54984805 0.56805992 0.44466468] [ 0.49234529 0.53959544 0.384447 0.59216282 0.52806712] [ 0.34267721 0.65071216 0.38210691 0.69221362 0.46078689] [ 0.47359401 0.59124836 0.45100263 0.56479995 0.42449157] [ 0.76860568 0.49521478 0.50649211 0.32198032 0.41814548] [ 0.72545512 0.34523714 0.59220504 0.43101248 0.41712313] [ 0.61523515 0.38899453 0.60159709 0.34241316 0.35437341] [ 0.18178549 0.73436568 0.34716088 0.78639947 0.50893584] [ 0.65220365 0.36502104 0.50573101 0.40817126 0.42126915] [ 0.29494787 0.67063822 0.5245136 0.66791424 0.42302136] [ 0.7143402 0.5334443 0.47568159 0.49903638 0.45060107] Progress: 34.9% ... Training loss: 0.560 ... Validation loss: 0.946[ 0.78761632 0.3736883 0.48221165 0.24687629 0.42375783] [ 0.31977469 0.69444922 0.49094486 0.78262226 0.50370614] [ 0.85001928 0.52757798 0.59698061 0.33995958 0.34772732] [ 0.6164623 0.35193788 0.60122091 0.3128146 0.45849901] [ 0.16472366 0.53275612 0.45757551 0.83017136 0.52193627] [ 0.26318298 0.62504761 0.48036108 0.82725445 0.63422911] [ 0.5807756 0.57965435 0.57309115 0.57015386 0.36271189] [ 0.43546311 0.57943483 0.53092992 0.65632457 0.42480298] [ 0.33035127 0.61626093 0.49495926 0.73783799 0.53307358] [ 0.61862584 0.47499812 0.41489159 0.3880391 0.45645673] [ 0.26539685 0.69402182 0.36345214 0.80484159 0.56475734] [ 0.79632739 0.47504225 0.56073529 0.33620323 0.42651876] [ 0.515615 0.47801597 0.64306234 0.48810258 0.53406582] [ 0.68832784 0.51334029 0.43989761 0.5388395 0.40193884] [ 0.76374592 0.42481945 0.46471296 0.33160749 0.36632843] [ 0.80454785 0.418195 0.54445259 0.23090608 0.30268357] [ 0.72390752 0.53746976 0.31148095 0.47285725 0.36089706] [ 0.59049768 0.42577776 0.52472127 0.31033005 0.52170551] [ 0.15454468 0.47580002 0.38974083 0.881008 0.55559356] [ 0.39374786 0.56858179 0.57775701 0.77481754 0.44827399] [ 0.55155223 0.4853378 0.47076885 0.64557332 0.50025194] [ 0.62639238 0.46873928 0.42391079 0.34068167 0.39843136] [ 0.80526761 0.38541469 0.66179057 0.38938574 0.34093029] [ 0.53960245 0.5538305 0.40407737 0.65914901 0.33082269] [ 0.7716701 0.36787857 0.61025565 0.31268463 0.43076427] [ 0.55687908 0.47898289 0.41033163 0.57878599 0.40354334] [ 0.16614491 0.67606175 0.42295406 0.81405729 0.57443471] [ 0.3472706 0.46899479 0.5089712 0.5800809 0.64314765] [ 0.62094127 0.54228258 0.50588935 0.51782374 0.53729859] [ 0.57640486 0.50782418 0.43260385 0.61748561 0.56818644] [ 0.26382941 0.68582118 0.48904687 0.65039768 0.51445576] [ 0.81095039 0.30059044 0.65054202 0.17091378 0.4185412 ] [ 0.59727785 0.54859065 0.40327452 0.41628741 0.37621656] [ 0.25498823 0.66704083 0.37742989 0.6717551 0.45797528] [ 0.4462656 0.59623002 0.49129546 0.74965686 0.36269342] [ 0.71417454 0.43338323 0.500757 0.43632274 0.36064999] [ 0.81576812 0.37297047 0.46660764 0.25694191 0.26451795] [ 0.36669405 0.62619455 0.40302715 0.66756405 0.46786962] [ 0.30871082 0.62768496 0.2937983 0.79439506 0.43018898] [ 0.54918922 0.61795372 0.44636973 0.6260964 0.40649156] [ 0.57684524 0.33006291 0.576505 0.37717089 0.59910847] [ 0.51912122 0.59033636 0.5028649 0.42264156 0.52524219] [ 0.2242349 0.6889052 0.43932963 0.74185248 0.5061347 ] [ 0.61372555 0.45237786 0.51991742 0.55331818 0.43928388] [ 0.47839644 0.5260516 0.52191605 0.67143252 0.38603452] [ 0.54230311 0.51353007 0.45763565 0.81509007 0.34367422] [ 0.67139468 0.34748044 0.50008108 0.59082648 0.30296845] [ 0.82001264 0.34531875 0.58145744 0.31010611 0.39144327] [ 0.70683524 0.41835723 0.42950384 0.34547265 0.42642157] [ 0.66537859 0.43516967 0.4715462 0.28497386 0.43624819] [ 0.67415341 0.43240989 0.51099291 0.34723408 0.51643494] [ 0.51369342 0.49857813 0.52895872 0.42708245 0.38008651] [ 0.70909322 0.3344163 0.54318215 0.31048383 0.50594216] [ 0.17814598 0.67314976 0.55679396 0.86560325 0.68460793] [ 0.44550913 0.53573828 0.44471825 0.39814225 0.37160814] [ 0.80271284 0.3414518 0.57911955 0.23214349 0.35682864] [ 0.66132903 0.49568697 0.43188566 0.54921946 0.42462328] [ 0.70844186 0.45945039 0.42394589 0.46326798 0.53912627] [ 0.6867592 0.44701083 0.47629297 0.33003039 0.30554766] [ 0.3899975 0.54234923 0.52079182 0.79439688 0.39744426] [ 0.7227674 0.32282267 0.52569931 0.50152447 0.43652171] [ 0.59492981 0.66619924 0.49211743 0.71217429 0.51839074] [ 0.49220785 0.53485522 0.50671969 0.45121713 0.3661209 ] [ 0.53756839 0.60938529 0.36993776 0.60643049 0.31220452] [ 0.55636737 0.45351957 0.64857322 0.73722152 0.43704343] [ 0.63134204 0.54683544 0.61312478 0.63711847 0.43453262] [ 0.32937853 0.70434095 0.38774171 0.75733603 0.52506787] [ 0.36000673 0.42256347 0.44542147 0.81008777 0.44080417] [ 0.58376895 0.41325786 0.50711445 0.32535489 0.5582805 ] [ 0.5679934 0.47858513 0.43042188 0.2878672 0.46033401] [ 0.15708847 0.54734354 0.40413062 0.85449244 0.50093766] [ 0.75125622 0.42388833 0.50422416 0.2646694 0.45844366] [ 0.64017228 0.41708206 0.61518756 0.57287634 0.38000575] [ 0.3909942 0.59387699 0.46580758 0.61369752 0.68844505] [ 0.21850588 0.63500996 0.53809395 0.85540714 0.48320474] [ 0.62505086 0.41957397 0.54659257 0.55002651 0.36236954] [ 0.83511031 0.29589018 0.53812582 0.26167123 0.47055454] [ 0.65812993 0.5322309 0.25927384 0.42913249 0.38453927] [ 0.50819003 0.50562668 0.42128851 0.52968956 0.43631434] [ 0.66349172 0.58884605 0.45460131 0.48886399 0.38905506] [ 0.81991167 0.34020136 0.55575499 0.26231456 0.44510656] [ 0.51984458 0.4373454 0.44396756 0.59277612 0.49261935] [ 0.43179491 0.66217549 0.41960016 0.54041452 0.44715016] [ 0.8270749 0.38447583 0.60928158 0.22014056 0.45994116] [ 0.57324676 0.5716284 0.4115742 0.59813375 0.58158907] [ 0.35950261 0.43410182 0.4179045 0.63708645 0.61478611] [ 0.32246348 0.51760944 0.62661074 0.74929176 0.59546531] [ 0.47791461 0.4704229 0.40631815 0.47305514 0.46344544] [ 0.32316995 0.64874747 0.48498532 0.8194504 0.37546719] [ 0.6303468 0.54460645 0.42552517 0.39679031 0.38426271] [ 0.68219904 0.43756964 0.53205354 0.28286128 0.45562707] [ 0.70044625 0.41727078 0.64509461 0.57897428 0.32249599] [ 0.37858577 0.6510497 0.42416906 0.6112481 0.41855238] [ 0.52105393 0.55290375 0.47924609 0.54164541 0.48746803] [ 0.12308311 0.59239452 0.42426097 0.92160568 0.5589388 ] [ 0.72981999 0.29300318 0.56430651 0.29421637 0.37470994] [ 0.74903388 0.2669408 0.58298642 0.56032808 0.39565983] [ 0.75231113 0.36294093 0.51548486 0.26889046 0.43264666] [ 0.78509559 0.48475062 0.60364255 0.32251849 0.41398212] [ 0.53756839 0.60938529 0.36993776 0.60643049 0.31220452] [ 0.27102859 0.40009278 0.52417575 0.88762018 0.60897506] [ 0.73429 0.42502199 0.4414257 0.32005017 0.44343683] [ 0.62863935 0.35480037 0.59174193 0.5097318 0.29295734] [ 0.42149018 0.60805043 0.35072638 0.65074856 0.56981274] [ 0.79778667 0.5180074 0.42274338 0.45757296 0.33129154] [ 0.45525965 0.45934736 0.63984707 0.59330088 0.3917267 ] [ 0.48383791 0.47685304 0.53927206 0.63787756 0.43624788] [ 0.43555631 0.51423321 0.40482465 0.64339575 0.60916937] [ 0.30740233 0.55266962 0.52584193 0.67413484 0.50251848] [ 0.14941891 0.7100194 0.44757968 0.85370859 0.56032625] [ 0.72579887 0.52158437 0.41080628 0.4327417 0.44233913] [ 0.43410483 0.62136649 0.51296648 0.61603431 0.49731918] [ 0.82377474 0.52777813 0.61453587 0.32083997 0.42754226] [ 0.73689626 0.42941727 0.50210565 0.43393866 0.40012255] [ 0.75095983 0.50815547 0.60276627 0.40099163 0.37291835] [ 0.3349821 0.5458785 0.54497741 0.70789398 0.58935876] [ 0.68343513 0.43769863 0.52653415 0.31733779 0.48010226] [ 0.555168 0.44767836 0.31630359 0.66373492 0.45668647] [ 0.84621483 0.52729608 0.44326585 0.31349343 0.30940064] [ 0.37412951 0.55898744 0.50898633 0.63384112 0.58863471] [ 0.71332507 0.49325456 0.58281542 0.18938781 0.53093898] [ 0.65827494 0.4170632 0.50114956 0.42912983 0.47527469] [ 0.68389933 0.40425981 0.40118399 0.5189084 0.31565635] [ 0.27025292 0.56218386 0.47668213 0.82789236 0.49691756] [ 0.6790878 0.33042919 0.34178174 0.32401046 0.41360005] [ 0.34471755 0.5163973 0.52037291 0.7065202 0.57054907] [ 0.20852197 0.57572553 0.43037367 0.85016171 0.55611899] [ 0.838465 0.36849834 0.53061365 0.16397821 0.2631415 ] Progress: 34.9% ... Training loss: 0.559 ... Validation loss: 0.943[ 0.31751304 0.50515009 0.61859268 0.78714414 0.54366469] [ 0.63974289 0.45828696 0.55406791 0.26810238 0.51010524] [ 0.54105257 0.38264422 0.48470571 0.44146245 0.33447932] [ 0.30733553 0.57114948 0.46916595 0.75601431 0.53882598] [ 0.50793102 0.52468718 0.4131028 0.42652993 0.44796236] [ 0.46367657 0.67347602 0.51178501 0.66577798 0.51062586] [ 0.24975487 0.55668392 0.33113054 0.83590449 0.47253876] [ 0.51467646 0.57081443 0.59483932 0.60884379 0.36009508] [ 0.56262892 0.40139473 0.44544418 0.51930373 0.39526106] [ 0.10953023 0.59519328 0.48794949 0.8415777 0.55008357] [ 0.78656608 0.40841367 0.42685658 0.19036 0.38615053] [ 0.78479495 0.44891598 0.40560948 0.36518396 0.41384324] [ 0.30336428 0.59713162 0.33790454 0.67361172 0.60336306] [ 0.63125818 0.43820512 0.50300629 0.48616479 0.39963042] [ 0.41332128 0.61273445 0.45983387 0.42153685 0.39446272] [ 0.23305999 0.56487342 0.55474834 0.83067802 0.58739894] [ 0.2571101 0.5682379 0.42690122 0.57828269 0.53318407] [ 0.43945595 0.5006612 0.50637563 0.62005015 0.28821942] [ 0.82990956 0.3290187 0.56140938 0.16804206 0.37179001] [ 0.23642567 0.56163403 0.45531114 0.84309539 0.52426745] [ 0.58041294 0.4780848 0.45567878 0.74807988 0.33727682] [ 0.39439881 0.59325396 0.44917846 0.71548804 0.60895367] [ 0.72339684 0.28920592 0.61754402 0.29891551 0.39969189] [ 0.61557783 0.4724203 0.53618435 0.62623045 0.39184482] [ 0.63463635 0.51225975 0.4128271 0.68423515 0.43558764] [ 0.73585438 0.42988371 0.56466431 0.22758083 0.44109977] [ 0.5975161 0.49817513 0.50749527 0.43535401 0.35757936] [ 0.24403424 0.68845524 0.45183988 0.82701943 0.60901761] [ 0.69678985 0.43682423 0.44979529 0.42319526 0.43809143] [ 0.38115621 0.63417124 0.31583827 0.79441025 0.28359644] [ 0.80374758 0.52985021 0.58597601 0.44585004 0.31835894] [ 0.4775315 0.59719066 0.5257945 0.67765356 0.44605733] [ 0.20036164 0.60080813 0.40433837 0.89315014 0.39269104] [ 0.89624165 0.27809313 0.59850686 0.19521397 0.3357693 ] [ 0.44132679 0.48861764 0.37874969 0.62240206 0.43601257] [ 0.82611523 0.4087209 0.56600828 0.25923607 0.326145 ] [ 0.80398532 0.23425459 0.61547693 0.24651615 0.48619602] [ 0.46188897 0.47939762 0.50868685 0.77741285 0.56332754] [ 0.41784222 0.56698532 0.37287633 0.71429446 0.28986249] [ 0.30873528 0.66048378 0.49783746 0.57472952 0.39196343] [ 0.65780321 0.46064613 0.63704642 0.58582889 0.35945902] [ 0.67493084 0.55874806 0.48872446 0.53181132 0.4608324 ] [ 0.76708816 0.59274087 0.43808303 0.29887 0.46258244] [ 0.89683834 0.38811222 0.57709174 0.19253905 0.2917308 ] [ 0.27952398 0.48992426 0.55364136 0.86052409 0.40861178] [ 0.66612093 0.4149366 0.5529708 0.28148104 0.38436666] [ 0.1787917 0.57810603 0.54208245 0.7323966 0.60018057] [ 0.62428453 0.44752273 0.60380933 0.59175969 0.40869767] [ 0.71958301 0.3074678 0.44379096 0.62198041 0.39097277] [ 0.43878437 0.53115213 0.41732621 0.81195803 0.31883891] [ 0.33195535 0.63500143 0.35964871 0.76098789 0.46359329] [ 0.53449826 0.45994155 0.45909794 0.73877348 0.43370844] [ 0.38482867 0.60366198 0.57705891 0.56382414 0.52184644] [ 0.7089545 0.44538112 0.42309822 0.36913558 0.5038944 ] [ 0.89014649 0.47873802 0.51117678 0.35570957 0.28076942] [ 0.58580064 0.54294357 0.50785003 0.44414961 0.46912395] [ 0.75149521 0.41724811 0.60244399 0.3471177 0.31614757] [ 0.52731874 0.59715614 0.5138101 0.53194103 0.48740496] [ 0.52617453 0.51584519 0.42075127 0.36128401 0.45950969] [ 0.39648907 0.68353228 0.50977015 0.72715559 0.48239386] [ 0.56724971 0.57978185 0.56200346 0.59469168 0.34090735] [ 0.60358592 0.59052311 0.48946248 0.57084599 0.54732776] [ 0.22908095 0.51909624 0.37755994 0.78173587 0.54888335] [ 0.36910467 0.5288512 0.34332686 0.61928985 0.54560372] [ 0.56245912 0.48381444 0.5324221 0.54895771 0.59911429] [ 0.20043043 0.68246836 0.41624152 0.58168345 0.57880719] [ 0.42756555 0.52994708 0.39990393 0.38468856 0.45680886] [ 0.17134615 0.62229979 0.5160479 0.9229444 0.60566808] [ 0.7499375 0.50222315 0.40928726 0.28244399 0.33556109] [ 0.5272112 0.5077178 0.37333051 0.53161702 0.52804837] [ 0.39122824 0.68528121 0.4472119 0.63442158 0.48331537] [ 0.28278879 0.57018036 0.45547046 0.71311831 0.54298183] [ 0.68924501 0.46744031 0.52992914 0.47834881 0.52152355] [ 0.85369316 0.38555855 0.51502416 0.37477186 0.35278699] [ 0.572362 0.6137713 0.42594629 0.50888124 0.4516022 ] [ 0.26428017 0.62181019 0.34912202 0.80626413 0.56046747] [ 0.77506629 0.38909056 0.57663732 0.23354575 0.43896406] [ 0.37834597 0.47420566 0.5847433 0.65314161 0.58995206] [ 0.65152177 0.42849101 0.63693422 0.58931236 0.45886102] [ 0.65188004 0.57438038 0.51174908 0.4025074 0.51344691] [ 0.61900205 0.4437935 0.67046382 0.58293146 0.47406507] [ 0.35281559 0.50378515 0.63371688 0.58864713 0.63956485] [ 0.4422057 0.4654594 0.53580478 0.63058493 0.50555703] [ 0.63353281 0.40563036 0.49825161 0.47773197 0.29264393] [ 0.46545672 0.54378178 0.53486849 0.35387013 0.63506324] [ 0.76635094 0.28297197 0.52794565 0.29010801 0.38853732] [ 0.81951569 0.4943119 0.44978167 0.43509111 0.31318573] [ 0.47583374 0.58951476 0.42774864 0.60458431 0.57005857] [ 0.35994932 0.58584587 0.37965669 0.56008996 0.49044434] [ 0.37645489 0.55406668 0.44311382 0.75407007 0.36817636] [ 0.79249377 0.36185172 0.59205092 0.26143941 0.45925314] [ 0.25755083 0.51966969 0.54859424 0.85185631 0.62277634] [ 0.12886554 0.62962767 0.35721728 0.89986435 0.52052579] [ 0.8191882 0.31470484 0.54548906 0.29526959 0.38622351] [ 0.66558597 0.50103749 0.54353897 0.41080006 0.36732202] [ 0.31088103 0.72828312 0.28293752 0.81583723 0.53469814] [ 0.62916227 0.59687695 0.40376393 0.55868686 0.38154493] [ 0.49891085 0.48664359 0.48090253 0.70864069 0.34775879] [ 0.66230617 0.38533398 0.66179612 0.60792758 0.35396189] [ 0.34461441 0.4883075 0.55648764 0.56376304 0.56068271] [ 0.67792534 0.3626671 0.4910802 0.37490847 0.40844466] [ 0.67170211 0.4628486 0.57488541 0.53132975 0.4433671 ] [ 0.36713562 0.55988627 0.49367915 0.81163546 0.45534801] [ 0.49543458 0.56385509 0.44713007 0.70246518 0.41580598] [ 0.72931538 0.44975959 0.48635014 0.22626745 0.38095063] [ 0.24557629 0.63118079 0.50696066 0.81768496 0.46951168] [ 0.45820147 0.48795339 0.36026147 0.49477784 0.39901861] [ 0.58957989 0.48253109 0.3954613 0.43107449 0.34421001] [ 0.40043411 0.63375272 0.37861526 0.84835123 0.58799315] [ 0.8454399 0.39858419 0.5559108 0.27289552 0.34997061] [ 0.50966043 0.52541806 0.55243583 0.52167894 0.43237634] [ 0.2248437 0.54636674 0.51512477 0.67838541 0.64070234] [ 0.56832673 0.44705643 0.51596278 0.73295792 0.51380384] [ 0.31004929 0.62794231 0.43612403 0.6179763 0.48786473] [ 0.3995445 0.59333877 0.5549898 0.58585617 0.49112184] [ 0.47117473 0.55380459 0.41641315 0.56591267 0.34465038] [ 0.54698856 0.54009209 0.49721549 0.73276378 0.35568826] [ 0.38969067 0.59908378 0.47275369 0.38699378 0.66327666] [ 0.1145935 0.64043448 0.36497463 0.92849873 0.53223343] [ 0.71958301 0.3074678 0.44379096 0.62198041 0.39097277] [ 0.7085202 0.60296048 0.44676458 0.59378897 0.45737806] [ 0.83037878 0.38441152 0.40916425 0.15467332 0.2526825 ] [ 0.5867549 0.3945801 0.45447824 0.56795614 0.45453082] [ 0.77914179 0.45528819 0.45795342 0.3353367 0.35967126] [ 0.87381424 0.37439935 0.56227908 0.24942175 0.419324 ] [ 0.35142557 0.56120029 0.55909573 0.76505033 0.46677668] [ 0.63482561 0.41454739 0.65985818 0.50524552 0.46032757] [ 0.62631951 0.5211944 0.56036786 0.40692211 0.38319083] Progress: 35.0% ... Training loss: 0.559 ... Validation loss: 0.944[ 0.36267677 0.54311208 0.52695727 0.81448172 0.52362609] [ 0.27303185 0.49326557 0.55195138 0.65051204 0.50551673] [ 0.33210745 0.5743536 0.550845 0.6732485 0.64644863] [ 0.66433339 0.3300799 0.59584867 0.45421029 0.39940286] [ 0.65875769 0.44704671 0.52121432 0.50742944 0.38531964] [ 0.27099599 0.64602729 0.36088277 0.69265802 0.43688619] [ 0.67571666 0.51035583 0.58236629 0.41541313 0.53817101] [ 0.44351754 0.53982893 0.44835612 0.68078795 0.58719607] [ 0.56999685 0.43563493 0.5098125 0.64031432 0.32910065] [ 0.44892526 0.42520699 0.47426541 0.53624844 0.41725816] [ 0.59985918 0.36801975 0.60867058 0.36280089 0.52110858] [ 0.60547474 0.38648589 0.63492922 0.29370684 0.57683331] [ 0.47311754 0.60479413 0.53859021 0.44740594 0.49272324] [ 0.15676061 0.67766737 0.36689839 0.89653536 0.56970032] [ 0.69210134 0.49462845 0.56579985 0.24045565 0.50196083] [ 0.80837036 0.4306972 0.45438003 0.35268561 0.37787265] [ 0.47449348 0.46824236 0.50861223 0.57726201 0.40493737] [ 0.69872602 0.35285615 0.66825511 0.42072513 0.41658809] [ 0.74582797 0.39221737 0.47541812 0.28811251 0.27384906] [ 0.77076741 0.3985653 0.47128384 0.25896522 0.32086981] [ 0.79489514 0.40544021 0.58958961 0.19340234 0.51381724] [ 0.57066641 0.6774621 0.4681333 0.71465294 0.51067053] [ 0.657008 0.48417064 0.49148057 0.35243461 0.37577224] [ 0.25629936 0.59814561 0.45610207 0.87639298 0.57576552] [ 0.23688274 0.44696484 0.52729315 0.67772776 0.48498011] [ 0.20125927 0.68197816 0.41646945 0.58101193 0.5786114 ] [ 0.52191056 0.58179223 0.30677171 0.4793332 0.38660315] [ 0.25382245 0.53233163 0.47238216 0.67208293 0.60156053] [ 0.44063663 0.4181755 0.54128455 0.51893992 0.5588868 ] [ 0.66124033 0.47637099 0.5234045 0.40077858 0.55526458] [ 0.37665275 0.60508876 0.63214319 0.63801476 0.44689573] [ 0.31566142 0.66970322 0.47134743 0.79524916 0.56191552] [ 0.3050184 0.51978033 0.45334349 0.69214788 0.71098306] [ 0.11382395 0.54022376 0.59945701 0.85305072 0.7677061 ] [ 0.65767604 0.42300349 0.39426812 0.33931437 0.42315583] [ 0.61788571 0.56339017 0.51542912 0.47800877 0.50734185] [ 0.21591732 0.55502225 0.48004356 0.91249229 0.60295128] [ 0.42539722 0.50912238 0.49957427 0.7812767 0.47987438] [ 0.78860619 0.48987304 0.47521326 0.33557072 0.33909505] [ 0.87327018 0.45502414 0.51399344 0.22910591 0.36088871] [ 0.5446988 0.31249699 0.61894897 0.52213077 0.49505475] [ 0.65494644 0.48431825 0.54659752 0.51813893 0.36079788] [ 0.7187707 0.44706003 0.48785339 0.38882312 0.3150319 ] [ 0.41343317 0.51364032 0.60429702 0.72921047 0.60760189] [ 0.76154223 0.50261765 0.38643959 0.4308675 0.34304895] [ 0.60548201 0.48940796 0.41894273 0.49829282 0.43447387] [ 0.3788148 0.45654694 0.46785327 0.63733554 0.52764082] [ 0.32119302 0.49347329 0.31166301 0.73863508 0.40889857] [ 0.65866674 0.44828752 0.46427774 0.29199829 0.34812205] [ 0.58916788 0.42348272 0.42953089 0.65030855 0.46458292] [ 0.70356936 0.54059218 0.43188861 0.34810792 0.43372465] [ 0.36047094 0.50305311 0.60737477 0.69228702 0.45578439] [ 0.62853568 0.52806515 0.52742805 0.46559134 0.46431985] [ 0.48626184 0.49220766 0.39700145 0.67754482 0.36305284] [ 0.23803332 0.60023549 0.37354472 0.87760977 0.48656507] [ 0.38605207 0.36628477 0.60341696 0.67000434 0.46465893] [ 0.75261086 0.40464192 0.41205207 0.2794177 0.34179061] [ 0.27132589 0.56048492 0.41321845 0.75275636 0.71858921] [ 0.84217013 0.47672743 0.50240228 0.27241582 0.33751778] [ 0.68678083 0.41274937 0.59834148 0.26228126 0.49696124] [ 0.61522247 0.3338262 0.56385581 0.53398895 0.27673512] [ 0.70919626 0.39314299 0.47114944 0.20798619 0.28972805] [ 0.54544309 0.49660971 0.58927267 0.3187018 0.53370601] [ 0.40387824 0.62601622 0.61798723 0.6496133 0.58475681] [ 0.65348603 0.451946 0.52862664 0.64531238 0.43121158] [ 0.49013939 0.57018356 0.47951847 0.53277082 0.50245642] [ 0.20804954 0.62668167 0.30899237 0.74861546 0.45689617] [ 0.45646261 0.60944709 0.46323981 0.73538941 0.47651189] [ 0.39400673 0.59270591 0.50727255 0.81356485 0.5780588 ] [ 0.50669279 0.44548806 0.59186573 0.6016889 0.34956065] [ 0.33210745 0.5743536 0.550845 0.6732485 0.64644863] [ 0.49543122 0.55075588 0.55816098 0.54537056 0.3938221 ] [ 0.69274681 0.35246363 0.51507872 0.29207803 0.4651252 ] [ 0.41801158 0.6271494 0.32545857 0.60334285 0.53184633] [ 0.80469887 0.40542617 0.53908601 0.2919537 0.47003799] [ 0.5527789 0.5487411 0.31463072 0.35741775 0.40963066] [ 0.72989576 0.48260962 0.60447536 0.23180738 0.41578811] [ 0.71721787 0.48541909 0.42345172 0.39059542 0.3490925 ] [ 0.77170072 0.45196753 0.44620717 0.30795967 0.47031853] [ 0.72233132 0.43546754 0.48543925 0.15357571 0.34824954] [ 0.34990789 0.65231845 0.50154284 0.66833031 0.54195698] [ 0.6164286 0.40162601 0.38027514 0.6100287 0.33319444] [ 0.2407925 0.59469887 0.40026332 0.70502188 0.51753854] [ 0.4835284 0.67481424 0.26890788 0.48792456 0.36129391] [ 0.55926631 0.57197334 0.50370284 0.51794413 0.4097282 ] [ 0.351567 0.48794283 0.49607903 0.59206702 0.54303806] [ 0.65897742 0.49357534 0.51547733 0.39840929 0.42466424] [ 0.29847523 0.46862337 0.38419692 0.73280523 0.54737624] [ 0.55076311 0.50231187 0.52054416 0.51986505 0.41771201] [ 0.77130878 0.35810032 0.52821868 0.22947131 0.33888842] [ 0.31708858 0.45313848 0.43689077 0.56819784 0.59415819] [ 0.42676648 0.63980428 0.47031937 0.50929968 0.51957742] [ 0.32977767 0.49260647 0.47948233 0.59919058 0.60764341] [ 0.7199545 0.45807851 0.57184946 0.28536554 0.52676589] [ 0.73310984 0.51273097 0.35552665 0.3223819 0.33167708] [ 0.66055065 0.35785791 0.64745396 0.4923878 0.35545069] [ 0.42176704 0.56271611 0.32900519 0.67653599 0.48580002] [ 0.44146303 0.54511677 0.4250387 0.5021735 0.43391121] [ 0.86455087 0.40779996 0.51481926 0.2001619 0.3351175 ] [ 0.80371016 0.46072236 0.47520663 0.31539462 0.29645603] [ 0.49093422 0.57540478 0.37426975 0.54364976 0.47451551] [ 0.79491732 0.42897394 0.59116012 0.28417919 0.45585892] [ 0.81906596 0.34794928 0.71456427 0.14174601 0.43476199] [ 0.50211362 0.55594615 0.47318832 0.57516381 0.46298618] [ 0.81123832 0.3819069 0.53982994 0.3347997 0.44845852] [ 0.14691481 0.57666893 0.54990107 0.68788072 0.64617623] [ 0.73553567 0.36883546 0.64598434 0.43871133 0.38449846] [ 0.32932294 0.64490233 0.48826963 0.82400264 0.56344217] [ 0.65875769 0.44704671 0.52121432 0.50742944 0.38531964] [ 0.58958819 0.51712378 0.49157369 0.44392322 0.59909113] [ 0.49098692 0.4559115 0.53561981 0.68512422 0.34105358] [ 0.47358677 0.48559676 0.51571479 0.80889611 0.47054068] [ 0.29577528 0.71202901 0.33729625 0.66832616 0.46784779] [ 0.87768439 0.32549134 0.64042828 0.23270584 0.34162407] [ 0.71216959 0.39659173 0.45270226 0.23033517 0.38809612] [ 0.48429877 0.45356294 0.35386361 0.50955946 0.51823301] [ 0.16558275 0.67669813 0.42264603 0.81428835 0.57471706] [ 0.52893747 0.54649883 0.4582244 0.53667363 0.42155705] [ 0.89355331 0.4102578 0.51204806 0.20704237 0.34522667] [ 0.83696229 0.39249746 0.48797855 0.30908845 0.43970251] [ 0.89133587 0.29037712 0.51783709 0.25358687 0.38222401] [ 0.88939165 0.37350521 0.5275965 0.10282024 0.28112871] [ 0.72385168 0.40276873 0.5575133 0.26520366 0.46413442] [ 0.62345228 0.36895946 0.39759734 0.38198371 0.42276422] [ 0.23393998 0.63373936 0.40464234 0.77185411 0.52611914] [ 0.62116767 0.39183779 0.43006157 0.66015352 0.29682736] [ 0.45153809 0.57864908 0.54133595 0.80123524 0.50717304] [ 0.85393969 0.48212221 0.47727287 0.28387586 0.40308617] Progress: 35.0% ... Training loss: 0.559 ... Validation loss: 0.948[ 0.79947821 0.40956137 0.42582269 0.30813187 0.32496925] [ 0.43418714 0.54702707 0.36521645 0.56184459 0.51141624] [ 0.63636192 0.42968391 0.44080522 0.37435256 0.47356657] [ 0.30202029 0.5850042 0.39875944 0.71156681 0.39337638] [ 0.66360446 0.43668028 0.61160384 0.66466334 0.43586795] [ 0.74891456 0.31905552 0.5489596 0.50379534 0.38286983] [ 0.6315306 0.54527763 0.47100815 0.45203372 0.41078662] [ 0.27473315 0.58416045 0.4221551 0.73180949 0.46440243] [ 0.66675383 0.4765629 0.58057818 0.39693821 0.46837335] [ 0.68895679 0.50507013 0.56424127 0.30561613 0.47478257] [ 0.7066976 0.55391195 0.43679106 0.56759268 0.46118927] [ 0.30202029 0.5850042 0.39875944 0.71156681 0.39337638] [ 0.81650582 0.46590259 0.49577302 0.3352292 0.38296289] [ 0.34457787 0.58453486 0.40628878 0.65481735 0.45227091] [ 0.62088149 0.51382718 0.58224186 0.48706101 0.45434924] [ 0.18135848 0.50449093 0.47148729 0.85693008 0.62567783] [ 0.48630008 0.55635987 0.48071451 0.50676439 0.54868798] [ 0.61273063 0.41779661 0.46541786 0.52028317 0.3835057 ] [ 0.75043629 0.56202108 0.57393822 0.45873479 0.45915945] [ 0.76183792 0.44810052 0.54105003 0.26608336 0.43256925] [ 0.60682381 0.40298957 0.67852916 0.63601442 0.45512513] [ 0.79259471 0.43206206 0.36186546 0.20953261 0.32179391] [ 0.86988802 0.5312463 0.38324612 0.44949151 0.36257479] [ 0.64083117 0.50324368 0.31559124 0.53457813 0.43146572] [ 0.28618445 0.45208512 0.5441737 0.7038 0.60852808] [ 0.15412887 0.56637868 0.54291147 0.87793696 0.68131605] [ 0.24469812 0.52229227 0.34184534 0.83230261 0.54304609] [ 0.48482655 0.47769598 0.48398314 0.72633437 0.32659071] [ 0.73678318 0.44551016 0.3730897 0.39968237 0.46763771] [ 0.61945691 0.54001846 0.42689856 0.54203039 0.37824677] [ 0.23098689 0.55076163 0.54977442 0.70894029 0.68942723] [ 0.27261118 0.39944732 0.52445431 0.88718321 0.60879246] [ 0.56005412 0.59246191 0.4364606 0.48914796 0.37633269] [ 0.86907956 0.42494365 0.54473854 0.30629163 0.40488362] [ 0.59351703 0.54544954 0.56820134 0.52796584 0.36450494] [ 0.76210292 0.27864768 0.45832316 0.27923475 0.3817178 ] [ 0.41705473 0.52428904 0.5725525 0.57136881 0.63328462] [ 0.7473969 0.51414464 0.40064196 0.3831299 0.43264504] [ 0.54459737 0.51609936 0.49079823 0.55622094 0.50731874] [ 0.71903541 0.56072342 0.37329864 0.56194961 0.37335964] [ 0.43150404 0.63534738 0.48224394 0.61876333 0.31426285] [ 0.85095919 0.36017912 0.6813977 0.20902914 0.4157879 ] [ 0.59573506 0.51620058 0.64627539 0.56149069 0.42531024] [ 0.57624279 0.61991173 0.35035993 0.51428483 0.35618712] [ 0.60179156 0.39121233 0.65218391 0.54427864 0.44709623] [ 0.4958203 0.59630664 0.49435923 0.67546658 0.48661 ] [ 0.68238485 0.43749409 0.53208094 0.28281078 0.4555945 ] [ 0.45455572 0.4279996 0.6197256 0.67711853 0.51181621] [ 0.35922721 0.55099389 0.49216151 0.75086722 0.51265136] [ 0.30171389 0.54516413 0.53164087 0.73812434 0.35816241] [ 0.81313497 0.39338212 0.44838062 0.37548569 0.30673501] [ 0.55523975 0.49936157 0.49209448 0.46640336 0.40390449] [ 0.32843266 0.46716395 0.54457145 0.8057727 0.60073401] [ 0.29990001 0.6465421 0.3772286 0.72459556 0.52670221] [ 0.85090276 0.40467655 0.59427244 0.1520649 0.38760228] [ 0.71245142 0.65601833 0.46815385 0.53144894 0.37068757] [ 0.23354585 0.73364929 0.31955415 0.8584396 0.57624416] [ 0.22023185 0.50729869 0.46518969 0.82839129 0.54798722] [ 0.77954206 0.42890666 0.41276137 0.32432407 0.35030146] [ 0.83738075 0.29165866 0.57639106 0.11656492 0.43669102] [ 0.77596428 0.37233511 0.43906336 0.32777346 0.37574558] [ 0.50099792 0.27962978 0.51364903 0.52500762 0.42042021] [ 0.43284118 0.46957286 0.59503607 0.71149216 0.41594092] [ 0.32037062 0.53492015 0.39650204 0.68789626 0.44044487] [ 0.52386487 0.44858999 0.42162098 0.71994404 0.34307332] [ 0.26300894 0.5818584 0.44802351 0.45247282 0.51151339] [ 0.54689284 0.39884107 0.52507294 0.41665341 0.4806597 ] [ 0.26874398 0.60736269 0.36482097 0.73602727 0.43964661] [ 0.75058358 0.62156912 0.53105659 0.45893195 0.38822805] [ 0.41292492 0.68599034 0.29317261 0.6859166 0.37002586] [ 0.64733759 0.5642188 0.5153657 0.5195252 0.44833839] [ 0.32582507 0.65817613 0.32902451 0.58408948 0.49851481] [ 0.77557332 0.51905209 0.49912075 0.43602066 0.46324693] [ 0.52604837 0.51598543 0.42069073 0.36135965 0.45956116] [ 0.76554574 0.38406963 0.63160499 0.21291844 0.38865347] [ 0.40951504 0.65518246 0.37780215 0.73258639 0.46858509] [ 0.1990469 0.50576639 0.61054052 0.63456853 0.67756071] [ 0.28061567 0.50608988 0.49017302 0.80491764 0.39514291] [ 0.73778824 0.38928631 0.59904785 0.314891 0.46252877] [ 0.17977933 0.70245679 0.42866585 0.76239574 0.47283239] [ 0.36027761 0.5195434 0.50788249 0.63941103 0.49545102] [ 0.54673423 0.62343441 0.51182051 0.70220376 0.32604971] [ 0.65262991 0.52308306 0.661971 0.48080033 0.46615995] [ 0.50330885 0.60950761 0.33120856 0.61530894 0.34062118] [ 0.14821961 0.68204698 0.33511442 0.8288628 0.481632 ] [ 0.82006282 0.45521227 0.46274299 0.32453115 0.39642059] [ 0.8103917 0.42832663 0.34549195 0.21324252 0.30828557] [ 0.45437602 0.58267871 0.53814474 0.54009053 0.51485345] [ 0.84685554 0.37217555 0.42007317 0.31227107 0.39167345] [ 0.77160069 0.3759023 0.5600144 0.44670034 0.42169484] [ 0.37661562 0.54211819 0.47292712 0.53901243 0.3971096 ] [ 0.16627554 0.6184239 0.53836576 0.848962 0.58980158] [ 0.51353371 0.45894737 0.43546318 0.53477386 0.52685138] [ 0.73207012 0.50437884 0.41161973 0.25388006 0.23713409] [ 0.73131774 0.36519586 0.44600125 0.34541752 0.39243579] [ 0.41218808 0.51069052 0.55297384 0.7395547 0.36913482] [ 0.64039738 0.39698954 0.66536069 0.4755665 0.38627046] [ 0.75260595 0.44496546 0.61037753 0.43763274 0.40266597] [ 0.4587114 0.48381821 0.63161418 0.69093838 0.39583298] [ 0.67586066 0.421576 0.64137491 0.29389472 0.52378016] [ 0.3749316 0.51218808 0.51259095 0.73832192 0.53988036] [ 0.28786285 0.51373995 0.51101334 0.78355437 0.51546532] [ 0.55047317 0.53279326 0.48146518 0.50429228 0.61085472] [ 0.16414893 0.47378758 0.39907722 0.82442248 0.57678959] [ 0.85974709 0.43236675 0.46854491 0.24145503 0.3218979 ] [ 0.66492847 0.51417459 0.53011221 0.5536303 0.3834444 ] [ 0.88583058 0.36885246 0.48883511 0.16854235 0.27738763] [ 0.32429879 0.66220536 0.43970938 0.82382903 0.60131408] [ 0.61832384 0.3573149 0.57229553 0.69921426 0.40007506] [ 0.12651179 0.66638266 0.38437849 0.87900525 0.49031109] [ 0.4770892 0.47948146 0.52499455 0.50878856 0.49886486] [ 0.76220463 0.46269161 0.49881771 0.21195716 0.38984857] [ 0.62289245 0.42262191 0.40002912 0.43339413 0.32293224] [ 0.58829458 0.50157935 0.54763375 0.52577133 0.37146499] [ 0.48822124 0.51889818 0.53922618 0.3707815 0.58610311] [ 0.4917156 0.43225607 0.61456425 0.7195876 0.43413365] [ 0.18539336 0.74182731 0.39696269 0.79805345 0.57484588] [ 0.61071432 0.46415023 0.35733251 0.38226536 0.417819 ] [ 0.45336178 0.59838933 0.47742707 0.70244852 0.39559836] [ 0.25722056 0.54380952 0.56624833 0.7911434 0.61939639] [ 0.5249739 0.48649376 0.46150955 0.36973833 0.38188483] [ 0.78051105 0.28936841 0.52101123 0.39439707 0.41992128] [ 0.27270258 0.6484816 0.38301906 0.7212821 0.55883739] [ 0.17971928 0.6105356 0.45147248 0.86542087 0.53320638] [ 0.79269579 0.38426211 0.44407273 0.2726705 0.43035844] [ 0.5808238 0.5268977 0.46123244 0.42587176 0.38361709] [ 0.56398188 0.48375495 0.47769531 0.463878 0.61983696] [ 0.55117689 0.41845243 0.52412495 0.59533229 0.33493689] Progress: 35.0% ... Training loss: 0.558 ... Validation loss: 0.946[ 0.57664778 0.38197607 0.49676498 0.68571963 0.47914531] [ 0.63288193 0.5463023 0.61332969 0.63619446 0.43434852] [ 0.63973583 0.34490813 0.63461171 0.24402895 0.43021148] [ 0.25508201 0.46272575 0.44850751 0.78656062 0.54709821] [ 0.86566245 0.35287213 0.44293927 0.38973898 0.37341571] [ 0.70012408 0.47878628 0.55488759 0.58618072 0.47725721] [ 0.57606189 0.60133681 0.6126271 0.53018772 0.44238451] [ 0.21775524 0.6523377 0.43838624 0.83393611 0.58881331] [ 0.64641071 0.46459984 0.61280066 0.58276992 0.45136883] [ 0.56582233 0.47984796 0.4298959 0.2887935 0.4607852 ] [ 0.81895095 0.45903443 0.52521516 0.15831704 0.31019633] [ 0.75339487 0.51250554 0.50283167 0.56050156 0.34904063] [ 0.26986327 0.65158338 0.49055521 0.82110498 0.5831069 ] [ 0.46156193 0.57039669 0.51289684 0.45168047 0.35923332] [ 0.63664425 0.45101687 0.52445894 0.62776271 0.34024764] [ 0.26414635 0.5644562 0.53410704 0.80588729 0.46771189] [ 0.6400959 0.42070593 0.47268518 0.37501864 0.45477704] [ 0.45287672 0.49892406 0.56658392 0.40547127 0.62724473] [ 0.75786591 0.46820059 0.57539484 0.40902293 0.34143555] [ 0.71854174 0.49789355 0.41739341 0.45192803 0.49375821] [ 0.17547269 0.58446255 0.53044626 0.83837946 0.57564374] [ 0.84476509 0.33774359 0.61823088 0.22441224 0.40159766] [ 0.24897613 0.58141457 0.36302971 0.76388746 0.58400979] [ 0.63103851 0.48474364 0.61299666 0.36064079 0.34114948] [ 0.54560012 0.52797914 0.34543744 0.5249355 0.32591664] [ 0.5358486 0.40473321 0.60075268 0.66093299 0.35681355] [ 0.52799387 0.62231887 0.39616703 0.63379613 0.48566979] [ 0.75660415 0.42226602 0.39606912 0.2930623 0.37740788] [ 0.69086582 0.43627601 0.54618536 0.550681 0.31948483] [ 0.66444823 0.61533753 0.36474271 0.41453645 0.40423824] [ 0.52222828 0.47863885 0.57175973 0.42827297 0.46171986] [ 0.29918125 0.5156204 0.53840652 0.7789051 0.41612274] [ 0.86029746 0.36588328 0.42598506 0.16727562 0.30503816] [ 0.48092941 0.3207966 0.57507802 0.55744976 0.5492226 ] [ 0.39335228 0.53211933 0.39717998 0.60364341 0.37830372] [ 0.31109402 0.5887852 0.39042314 0.77197808 0.57239634] [ 0.75702406 0.67766916 0.51467998 0.58607697 0.37666575] [ 0.57353173 0.48818849 0.52854373 0.56029165 0.50099089] [ 0.43290834 0.56694295 0.36402566 0.58599035 0.41773029] [ 0.31513354 0.65679684 0.43366369 0.87135016 0.49695026] [ 0.41702165 0.62265646 0.44050804 0.77174699 0.49472849] [ 0.75339487 0.51250554 0.50283167 0.56050156 0.34904063] [ 0.89161621 0.38312976 0.66550122 0.1603119 0.31121889] [ 0.63926588 0.51202083 0.49902454 0.34077685 0.51618022] [ 0.58465597 0.61377628 0.51773257 0.63045904 0.35297231] [ 0.27108681 0.56813195 0.53229498 0.79656546 0.39231238] [ 0.140212 0.63597913 0.52001693 0.89497105 0.42007369] [ 0.46621518 0.45080654 0.41986694 0.52039352 0.43769779] [ 0.69806311 0.4207261 0.55960978 0.51296427 0.4492045 ] [ 0.68871934 0.54088425 0.58349361 0.36711762 0.38269163] [ 0.51449466 0.50350371 0.56598241 0.37309307 0.49469312] [ 0.33509227 0.60642165 0.47438382 0.6133384 0.41144161] [ 0.31676007 0.54820579 0.46450299 0.66906642 0.61142416] [ 0.61387273 0.43885884 0.54838215 0.39090201 0.35963262] [ 0.66648836 0.41494068 0.55295956 0.28134526 0.38436871] [ 0.67352603 0.39649645 0.55192126 0.31319628 0.54160212] [ 0.72223764 0.48532764 0.54287737 0.34086127 0.53404973] [ 0.72571173 0.39580133 0.60907357 0.22459237 0.54303011] [ 0.58867824 0.35980729 0.45565827 0.67403373 0.4483402 ] [ 0.47233188 0.39017661 0.61334037 0.41811285 0.54455466] [ 0.30739877 0.51061925 0.43341443 0.59065384 0.75567097] [ 0.28357123 0.53013482 0.54538764 0.78239249 0.53498561] [ 0.51842041 0.6402596 0.55733401 0.55064727 0.47580759] [ 0.65662102 0.56613411 0.46274128 0.56544352 0.3204149 ] [ 0.39434733 0.50914794 0.44811413 0.53770668 0.6079588 ] [ 0.36411781 0.57928995 0.45793254 0.61400708 0.43856637] [ 0.63372651 0.37282909 0.62153739 0.38818948 0.37490743] [ 0.2588285 0.53418886 0.51506148 0.71954303 0.56013809] [ 0.26696328 0.61911941 0.41053031 0.7733108 0.60017589] [ 0.5800494 0.47829726 0.40551086 0.36485739 0.48871463] [ 0.39072558 0.43846477 0.46324863 0.49298191 0.5666723 ] [ 0.41900704 0.57870747 0.53642597 0.61918388 0.36730427] [ 0.49195088 0.47761016 0.51955132 0.28985853 0.59767781] [ 0.59153905 0.6061023 0.2679294 0.4998416 0.37230408] [ 0.77391757 0.49505544 0.56504301 0.23727865 0.45804341] [ 0.5809211 0.52692022 0.46122178 0.42583872 0.38362521] [ 0.34144059 0.62261658 0.57377272 0.60504953 0.53103318] [ 0.42501558 0.5642021 0.41093472 0.58558025 0.66333302] [ 0.7987964 0.53957406 0.4236939 0.2603643 0.38914698] [ 0.58851564 0.6221363 0.32854767 0.39099563 0.35168825] [ 0.48647079 0.54151292 0.51569178 0.73740733 0.38748809] [ 0.3834998 0.44836984 0.49690827 0.61468767 0.5587948 ] [ 0.16014781 0.77929234 0.29143812 0.89885817 0.42062173] [ 0.6453298 0.47925733 0.43320343 0.34682641 0.38421162] [ 0.54696012 0.38743552 0.45707755 0.47405226 0.6612511 ] [ 0.29730492 0.66992898 0.52482939 0.6666434 0.42278328] [ 0.53084587 0.56369991 0.44118028 0.5608999 0.39242734] [ 0.22985892 0.57492264 0.49653705 0.73318401 0.50424799] [ 0.4332613 0.586303 0.35244801 0.7450781 0.48984879] [ 0.57847209 0.42193445 0.38414274 0.60593229 0.36950572] [ 0.33041064 0.50564812 0.47919289 0.70586865 0.52598109] [ 0.7657433 0.46579513 0.57829713 0.324886 0.44828964] [ 0.11584359 0.72028175 0.33362653 0.76618675 0.50539461] [ 0.51493702 0.64852742 0.35794604 0.49282429 0.35203905] [ 0.60270258 0.41469859 0.34016449 0.55166397 0.2830664 ] [ 0.73318901 0.33514435 0.52408915 0.24826237 0.38287214] [ 0.72883799 0.45023535 0.48614073 0.22652521 0.38111187] [ 0.59595335 0.45884197 0.49653816 0.44745086 0.42350094] [ 0.77665677 0.48103246 0.52931623 0.2901297 0.36641267] [ 0.84595206 0.51112925 0.42437455 0.29827394 0.37603582] [ 0.55299781 0.42886822 0.5640153 0.60516302 0.44851716] [ 0.60664929 0.39309359 0.60702231 0.60725085 0.44395135] [ 0.64887359 0.65184607 0.44674827 0.55133953 0.35466266] [ 0.54351353 0.56919445 0.62340814 0.49934027 0.42052145] [ 0.33524046 0.55818227 0.45758439 0.66851324 0.35909571] [ 0.59745488 0.39443893 0.55558461 0.49281879 0.48450589] [ 0.38014309 0.68958686 0.39349805 0.70517229 0.55072877] [ 0.77970692 0.38220387 0.60467345 0.35201514 0.41072119] [ 0.5143837 0.54817177 0.53174428 0.59993414 0.53484973] [ 0.44696091 0.56644764 0.61328323 0.57871693 0.53701309] [ 0.45052476 0.48846893 0.49266627 0.6288374 0.51886289] [ 0.33280617 0.57603921 0.48696853 0.79323399 0.65282944] [ 0.54815685 0.37286716 0.51953231 0.35814798 0.48726516] [ 0.52465117 0.42241397 0.52844846 0.32729743 0.69965816] [ 0.61341477 0.53157411 0.45420621 0.54137257 0.52471251] [ 0.77339814 0.47538368 0.57931169 0.33882111 0.48627812] [ 0.52157999 0.48231843 0.47721858 0.69457608 0.28374286] [ 0.38536293 0.53837594 0.4493581 0.59130537 0.41586259] [ 0.65645819 0.39156164 0.52601871 0.28898767 0.46582793] [ 0.35845378 0.63666223 0.42804707 0.6735097 0.40416845] [ 0.51549497 0.48087041 0.42647866 0.52219998 0.44713324] [ 0.44982547 0.55580593 0.51692126 0.28654393 0.51476241] [ 0.88569954 0.3841366 0.51543646 0.21106732 0.34372966] [ 0.73821883 0.47969952 0.49518493 0.19198004 0.42699155] [ 0.53274514 0.53300257 0.4045405 0.69993046 0.58434214] [ 0.45888428 0.44099235 0.50043103 0.63160232 0.36962482] [ 0.41586663 0.6134331 0.36097599 0.65606433 0.35466773] [ 0.59724298 0.58036 0.31280441 0.56101603 0.43284832] Progress: 35.1% ... Training loss: 0.558 ... Validation loss: 0.948[ 0.51593143 0.49377231 0.53393565 0.4821738 0.55286621] [ 0.85833262 0.42813305 0.4905747 0.23395771 0.34601723] [ 0.79113808 0.36922031 0.69776572 0.24685989 0.42028548] [ 0.75064784 0.43472678 0.62952231 0.24473082 0.51864906] [ 0.38729414 0.51165543 0.51097839 0.83791137 0.3803511 ] [ 0.81213669 0.4370716 0.47327824 0.25194665 0.32127063] [ 0.47417063 0.43215782 0.53346132 0.69924368 0.33210203] [ 0.1170258 0.64521169 0.44462397 0.91866417 0.56289178] [ 0.33680722 0.53042463 0.39206229 0.64955845 0.46456197] [ 0.8551921 0.50354011 0.50496296 0.30317797 0.41540232] [ 0.3393199 0.58584898 0.33767606 0.72758163 0.39256687] [ 0.61669682 0.42698477 0.49184824 0.27159663 0.42964204] [ 0.66116821 0.56094267 0.42158514 0.45589381 0.38723685] [ 0.21255572 0.61070354 0.46860109 0.78491939 0.55448908] [ 0.73833463 0.47496204 0.42116235 0.32486064 0.34177403] [ 0.63972411 0.43224648 0.59340869 0.64078197 0.40081308] [ 0.43962034 0.42197118 0.59052927 0.57508349 0.46755423] [ 0.52870238 0.42076824 0.3871938 0.63427675 0.34017555] [ 0.7346161 0.56789083 0.53818978 0.46189413 0.43576515] [ 0.41667949 0.57874491 0.35117485 0.60693747 0.35383504] [ 0.46572465 0.48109781 0.68981985 0.72221214 0.43860194] [ 0.66554662 0.40332351 0.55346373 0.26814038 0.43240481] [ 0.8019139 0.40821647 0.37352723 0.18126839 0.30971702] [ 0.79653704 0.47418836 0.44597857 0.23089902 0.37981124] [ 0.48187464 0.48118169 0.6600096 0.81515478 0.42752131] [ 0.11486118 0.56800175 0.34953341 0.93912778 0.46966324] [ 0.38792341 0.54269734 0.46967536 0.54757468 0.54113572] [ 0.28547842 0.54493731 0.46785825 0.74918588 0.56948965] [ 0.06618234 0.58156798 0.47488145 0.9464287 0.6501011 ] [ 0.23298781 0.70617268 0.29869426 0.74185283 0.61033408] [ 0.67700024 0.50517978 0.45914642 0.30691134 0.40365539] [ 0.77335561 0.47631165 0.56709448 0.48949406 0.41269278] [ 0.42409327 0.57262653 0.43210681 0.55969058 0.49257404] [ 0.21848527 0.56451087 0.39304146 0.90530514 0.48189644] [ 0.40048024 0.58921406 0.42933809 0.55479691 0.52371819] [ 0.735806 0.38935578 0.53212127 0.31139558 0.48269864] [ 0.26867101 0.56690357 0.5452882 0.78760617 0.42655763] [ 0.60749077 0.41783846 0.61291763 0.30081272 0.50349398] [ 0.48923598 0.54827507 0.54096244 0.67736158 0.49399429] [ 0.62053475 0.37931476 0.3725869 0.36257648 0.3536077 ] [ 0.3891266 0.47463128 0.43324755 0.4839803 0.4672852 ] [ 0.8094225 0.34277149 0.52169459 0.31875934 0.36066087] [ 0.36057961 0.46835151 0.53961407 0.54384349 0.50321675] [ 0.61671079 0.51663461 0.40410762 0.4320818 0.35036178] [ 0.60544515 0.5142929 0.44602242 0.41428075 0.45973912] [ 0.57117126 0.51337857 0.4700805 0.54910333 0.30829642] [ 0.16902863 0.66482939 0.40412937 0.83388856 0.63341922] [ 0.48245208 0.54994279 0.59333762 0.5480523 0.34249178] [ 0.714692 0.53247067 0.53773029 0.44676032 0.42788512] [ 0.63473161 0.42028375 0.53338061 0.65240668 0.31773127] [ 0.45890611 0.63167818 0.33883017 0.69840667 0.38325178] [ 0.89134512 0.38340661 0.6654011 0.16048603 0.31128182] [ 0.80266548 0.46982434 0.52044529 0.25860144 0.43344416] [ 0.20445711 0.70375716 0.33106955 0.86597875 0.47761962] [ 0.82671358 0.46914621 0.5757782 0.33088535 0.41062019] [ 0.28627713 0.44689726 0.55330939 0.66663946 0.46254217] [ 0.80055061 0.48399064 0.56738909 0.41047433 0.3919723 ] [ 0.77751129 0.46550114 0.55517315 0.30762415 0.48311681] [ 0.81540444 0.55970147 0.50420692 0.32289342 0.45572926] [ 0.6206425 0.41406595 0.47806735 0.30966632 0.41478841] [ 0.3409927 0.60031328 0.38463129 0.70650367 0.3813678 ] [ 0.36916229 0.63433666 0.47776192 0.66619203 0.59735608] [ 0.64108409 0.61882479 0.36570147 0.46269206 0.31996199] [ 0.09984632 0.68369825 0.34663603 0.8595149 0.56915276] [ 0.26329818 0.61472167 0.37100421 0.67399537 0.47820387] [ 0.63168918 0.2959323 0.44851808 0.40376346 0.42980817] [ 0.54954226 0.52410692 0.36140415 0.65109795 0.4578745 ] [ 0.74980118 0.33928709 0.61424791 0.23783297 0.44581718] [ 0.67245649 0.63184597 0.39761778 0.58076361 0.46700897] [ 0.44010313 0.58968073 0.43749113 0.38572137 0.56036821] [ 0.39162073 0.57667189 0.48255978 0.59262967 0.6977684 ] [ 0.3493028 0.50896298 0.53631332 0.53145415 0.38858335] [ 0.12472402 0.58443538 0.37209382 0.90904242 0.4969745 ] [ 0.70831395 0.39549525 0.60007938 0.61126284 0.36579779] [ 0.72360131 0.44051998 0.52098551 0.40593394 0.43265827] [ 0.50663756 0.54715492 0.49487508 0.51702992 0.53619264] [ 0.3409927 0.60031328 0.38463129 0.70650367 0.3813678 ] [ 0.50266042 0.45249988 0.49939259 0.5305331 0.45201899] [ 0.66487475 0.44931328 0.5045257 0.55881814 0.40568478] [ 0.59306745 0.4075494 0.47019631 0.37039456 0.45764483] [ 0.67985556 0.43569016 0.4980999 0.46560722 0.4481635 ] [ 0.78680938 0.25323649 0.49244709 0.226385 0.41367708] [ 0.60795897 0.51249341 0.52965412 0.44754367 0.55702229] [ 0.542208 0.42599071 0.49690998 0.35223389 0.50822949] [ 0.30994811 0.6096061 0.45522585 0.63870363 0.56952137] [ 0.49794893 0.47665795 0.55879023 0.41416555 0.52857963] [ 0.73580349 0.33387205 0.52030374 0.30304367 0.40206128] [ 0.15341666 0.58720856 0.39899845 0.90220086 0.54760837] [ 0.73486769 0.39363799 0.38188055 0.37326242 0.48722695] [ 0.60567562 0.47197665 0.47798217 0.50709415 0.40060118] [ 0.22774787 0.713449 0.2964153 0.76355478 0.56013591] [ 0.61298256 0.55750453 0.27198342 0.36109375 0.37236896] [ 0.52934436 0.56161121 0.27643192 0.52832247 0.39227836] [ 0.61605206 0.43866931 0.60866275 0.29717261 0.53764499] [ 0.68319445 0.51902326 0.51215542 0.24094041 0.34123612] [ 0.31652145 0.52233082 0.44551542 0.82573744 0.38759337] [ 0.11843857 0.61701243 0.420169 0.86892996 0.59681667] [ 0.19057792 0.56254361 0.46357704 0.76684751 0.54603315] [ 0.61840201 0.43115335 0.50099263 0.40466973 0.41224577] [ 0.78813427 0.34914704 0.40326981 0.19996104 0.44727369] [ 0.45061122 0.41138115 0.61857736 0.35563936 0.66474831] [ 0.78647147 0.49496981 0.55622066 0.38181867 0.49883881] [ 0.36357657 0.47192652 0.43961441 0.55311601 0.42174045] [ 0.50555983 0.37355763 0.48824653 0.64509679 0.48493157] [ 0.10796434 0.69631137 0.40209925 0.79003693 0.45676128] [ 0.19860527 0.63825198 0.39872718 0.86551803 0.54313705] [ 0.61894586 0.50265831 0.47518137 0.618118 0.34898015] [ 0.42365014 0.66606293 0.3055941 0.65267294 0.39839713] [ 0.40016788 0.60588949 0.34356694 0.64702793 0.42579935] [ 0.38252496 0.63304372 0.3682754 0.70141777 0.41577071] [ 0.72377689 0.60823748 0.48742406 0.5216629 0.45934613] [ 0.87291509 0.33725656 0.51827619 0.12153827 0.35770035] [ 0.62017246 0.50181356 0.52429258 0.42919125 0.34238734] [ 0.41375948 0.70071404 0.55238921 0.63283873 0.60732174] [ 0.22223225 0.6894433 0.43412001 0.74153932 0.53490487] [ 0.59800189 0.42120419 0.55712596 0.69077929 0.4443797 ] [ 0.33132353 0.48604109 0.55639532 0.81828825 0.52423571] [ 0.74096727 0.48110864 0.54908368 0.39742999 0.44896325] [ 0.69908672 0.44978059 0.44298722 0.40648503 0.5871141 ] [ 0.58558224 0.5922358 0.4641871 0.55768 0.31965752] [ 0.65578834 0.41845313 0.52259646 0.25914926 0.49898174] [ 0.55307294 0.42248182 0.46720206 0.51559691 0.49330961] [ 0.79633496 0.38372235 0.5821229 0.14533381 0.46208767] [ 0.19191745 0.63207282 0.40086549 0.81419645 0.3950786 ] [ 0.6964655 0.48456287 0.34108241 0.23518257 0.27376419] [ 0.49939291 0.53768576 0.51483855 0.83852478 0.53078916] [ 0.62683509 0.46153802 0.44375325 0.39940563 0.37074647] [ 0.25484265 0.64573955 0.26804961 0.87055823 0.51838242] Progress: 35.1% ... Training loss: 0.558 ... Validation loss: 0.945[ 0.36128647 0.63467283 0.51630562 0.71634751 0.51105101] [ 0.4018325 0.60969711 0.4374217 0.71234092 0.40848479] [ 0.20332908 0.69933248 0.44506551 0.82149583 0.46828355] [ 0.46792685 0.6228029 0.37486422 0.58584662 0.4719772 ] [ 0.67923117 0.41914207 0.37719944 0.33451845 0.41566799] [ 0.73862454 0.42693905 0.60259419 0.21260848 0.49124824] [ 0.30907198 0.67062031 0.29552912 0.69819988 0.51378692] [ 0.76265063 0.57245657 0.44695428 0.60859498 0.32119942] [ 0.60053683 0.49425496 0.51974413 0.69337232 0.40730804] [ 0.36188907 0.52222105 0.490019 0.8078292 0.42725812] [ 0.5251009 0.62428535 0.49596406 0.52914856 0.49320032] [ 0.63419085 0.57844013 0.47721414 0.43933619 0.35862085] [ 0.35757891 0.46535288 0.5093627 0.6894641 0.4611978 ] [ 0.69485146 0.37372026 0.4757986 0.30071394 0.36890877] [ 0.2957973 0.5237079 0.51386192 0.84991925 0.56862806] [ 0.62911193 0.57446244 0.30027007 0.57877004 0.32080174] [ 0.61569407 0.46852021 0.39955853 0.48602533 0.49213586] [ 0.71975423 0.34406929 0.50266771 0.25950339 0.51652454] [ 0.54793774 0.47849162 0.55470217 0.54187336 0.47629912] [ 0.64779399 0.56326239 0.41528893 0.42602574 0.36168262] [ 0.84178756 0.40184535 0.58774642 0.21852734 0.3865569 ] [ 0.64414345 0.31386784 0.55991942 0.21517297 0.48343277] [ 0.54550349 0.42847215 0.42623944 0.48124692 0.47332731] [ 0.64565031 0.50786174 0.40692552 0.5056952 0.32181013] [ 0.35650118 0.55744179 0.480407 0.86833961 0.55442747] [ 0.21775018 0.60243697 0.44487191 0.89484673 0.57583008] [ 0.49671977 0.6734303 0.45997775 0.70181336 0.4298347 ] [ 0.31712947 0.66934312 0.47150761 0.79465514 0.56187484] [ 0.22394388 0.55230667 0.44287229 0.88783518 0.67283579] [ 0.45024716 0.63536209 0.41935203 0.6187771 0.58933528] [ 0.66858157 0.37981965 0.61371706 0.63194708 0.42069868] [ 0.48156048 0.32771865 0.45783877 0.66178786 0.55097019] [ 0.78078764 0.4062578 0.61726578 0.30854471 0.43589308] [ 0.57938685 0.54358096 0.30345468 0.44734165 0.3571467 ] [ 0.44124308 0.33360976 0.67582528 0.66015444 0.49495409] [ 0.40942146 0.48154954 0.44271295 0.66877022 0.59296214] [ 0.26028744 0.518524 0.54907153 0.85092301 0.62248028] [ 0.75034653 0.44395373 0.52825476 0.34941977 0.46551819] [ 0.57484597 0.42227661 0.52212819 0.73121065 0.50354265] [ 0.60664823 0.41883509 0.55660671 0.73917601 0.41996183] [ 0.53658994 0.64020582 0.35520217 0.39827489 0.34478099] [ 0.73204812 0.41884276 0.45413407 0.33461268 0.52115189] [ 0.69119485 0.46967337 0.63631757 0.66021382 0.35620205] [ 0.67892347 0.36765948 0.53135474 0.45542977 0.51363785] [ 0.40813785 0.49164221 0.69940263 0.71044234 0.54067706] [ 0.62628663 0.39546436 0.59487661 0.35851167 0.5142963 ] [ 0.32679737 0.41648849 0.47838558 0.81665823 0.42522869] [ 0.57730793 0.45403351 0.54282402 0.38367099 0.44706671] [ 0.68463675 0.25823967 0.54270731 0.36274044 0.46079484] [ 0.58816826 0.55198507 0.50332721 0.61859218 0.42384876] [ 0.47983157 0.45387982 0.46261609 0.72146815 0.35057426] [ 0.3761969 0.51186057 0.51272326 0.73771888 0.53982426] [ 0.35481208 0.64141887 0.45894415 0.51838644 0.61727541] [ 0.36057928 0.59827837 0.35627971 0.73284266 0.50628338] [ 0.74876901 0.32021854 0.50977215 0.363956 0.48079633] [ 0.55190837 0.48901971 0.4978124 0.55551677 0.28749398] [ 0.3856947 0.63042212 0.45389515 0.60628946 0.48564674] [ 0.37399379 0.54951356 0.5763408 0.76679542 0.54484995] [ 0.63271886 0.40867158 0.44288559 0.39337675 0.37673969] [ 0.74787024 0.52129963 0.44034635 0.40186509 0.37765582] [ 0.19155952 0.51389607 0.58617184 0.77410202 0.55183598] [ 0.55197565 0.51506688 0.4327369 0.49991387 0.5217654 ] [ 0.7326072 0.43185383 0.48555552 0.26882976 0.40943898] [ 0.33312056 0.63489128 0.35969102 0.76046434 0.4636467 ] [ 0.83672259 0.3392246 0.55554967 0.20632559 0.39888509] [ 0.53617192 0.5865005 0.43864257 0.40877825 0.28552193] [ 0.42508336 0.40262539 0.5492961 0.80673017 0.42857126] [ 0.18121182 0.53430604 0.42198651 0.79622964 0.54401442] [ 0.50389253 0.57405843 0.40383555 0.50655819 0.48413197] [ 0.69748748 0.43995582 0.356428 0.35484857 0.36773038] [ 0.32305608 0.50695389 0.47810793 0.75277888 0.64052976] [ 0.22294421 0.60785825 0.60867606 0.84730196 0.67006537] [ 0.61698147 0.35464846 0.61562974 0.21981001 0.46302148] [ 0.46792685 0.6228029 0.37486422 0.58584662 0.4719772 ] [ 0.70906985 0.41267728 0.62149032 0.45715304 0.44786978] [ 0.47771764 0.5032899 0.47964037 0.43086229 0.49884497] [ 0.90716445 0.30154343 0.50255902 0.18498017 0.36797716] [ 0.4666869 0.3471155 0.56751466 0.66953109 0.41502142] [ 0.63731747 0.54830496 0.43975935 0.51873058 0.35611318] [ 0.43908807 0.52361783 0.57840333 0.50640554 0.58427727] [ 0.7181488 0.45919544 0.57137723 0.28633262 0.52717863] [ 0.19546643 0.62639493 0.3791185 0.8803221 0.43934106] [ 0.47344514 0.44328358 0.56732198 0.53567369 0.49393302] [ 0.35580779 0.52714945 0.53012995 0.82567718 0.45719605] [ 0.43529587 0.50359247 0.50583085 0.65541544 0.38007967] [ 0.71763261 0.41983281 0.55507974 0.55815388 0.36846908] [ 0.26130647 0.62866476 0.42475447 0.88844348 0.48009272] [ 0.25962177 0.6493897 0.45867007 0.59805178 0.57969937] [ 0.51667263 0.54732108 0.44373209 0.74150891 0.50360431] [ 0.83600667 0.3910563 0.57294346 0.15331285 0.35082898] [ 0.2278017 0.5042862 0.51069337 0.71203914 0.46788644] [ 0.75691935 0.4430906 0.430408 0.27398819 0.34905506] [ 0.78310794 0.37344444 0.50247802 0.39305696 0.51303254] [ 0.66640673 0.41517808 0.50273905 0.41412423 0.28394725] [ 0.60718726 0.38044571 0.49013803 0.54922409 0.29032631] [ 0.63709874 0.35829727 0.57407554 0.60726085 0.42167402] [ 0.35253134 0.52824952 0.45478717 0.87559391 0.56601828] [ 0.55186145 0.61807302 0.48806507 0.65656494 0.42272138] [ 0.56870577 0.41562519 0.55225316 0.60380287 0.41036021] [ 0.4792075 0.47134185 0.5792535 0.70329825 0.51787994] [ 0.19858415 0.68293525 0.39349065 0.81841665 0.52579723] [ 0.90313457 0.33069426 0.68045463 0.17881085 0.32475303] [ 0.830735 0.3509636 0.67009925 0.16501217 0.36778365] [ 0.24534974 0.44640816 0.48673343 0.71381109 0.46657005] [ 0.65755687 0.52023523 0.44145545 0.3973225 0.51770289] [ 0.85680476 0.4246522 0.47113626 0.23881063 0.39567747] [ 0.18724344 0.5781467 0.37843818 0.91278827 0.4943539 ] [ 0.6912735 0.412769 0.56391183 0.4300475 0.4072926 ] [ 0.76030398 0.39257951 0.55839984 0.47090778 0.33262676] [ 0.50271483 0.45251192 0.49937934 0.5305784 0.45203067] [ 0.73774433 0.36958774 0.53178081 0.54966245 0.33229147] [ 0.68423684 0.2988893 0.61665559 0.29339559 0.36355967] [ 0.21676336 0.59275837 0.49879058 0.88973217 0.5295321 ] [ 0.32013525 0.7219175 0.46662197 0.84335385 0.60063007] [ 0.7685414 0.50403101 0.59393499 0.44981528 0.34745308] [ 0.47051079 0.65310448 0.22538559 0.73664033 0.29482449] [ 0.72430804 0.47375595 0.47555003 0.16829465 0.48089588] [ 0.72801926 0.4441916 0.30570478 0.38070457 0.36509252] [ 0.7845598 0.33828294 0.66001911 0.27668505 0.43220091] [ 0.64145793 0.5312919 0.39347097 0.49493085 0.31365334] [ 0.76324165 0.41604586 0.55874933 0.27788201 0.32709177] [ 0.79834288 0.33565155 0.6122894 0.24084265 0.39519978] [ 0.42433463 0.47477326 0.46350551 0.36199658 0.61011062] [ 0.78295847 0.50567794 0.49829024 0.34538057 0.44253919] [ 0.12106985 0.58020456 0.62447258 0.88184145 0.74476117] [ 0.89316912 0.31009051 0.58072011 0.15782588 0.41870097] [ 0.25171275 0.70926532 0.41938805 0.74916425 0.58445988] [ 0.2232549 0.51571493 0.55952851 0.64602934 0.41854504] Progress: 35.2% ... Training loss: 0.558 ... Validation loss: 0.945[ 0.72871204 0.36336098 0.5893709 0.62799137 0.40573547] [ 0.47632059 0.66606654 0.31259421 0.81455327 0.5742093 ] [ 0.61839957 0.5611243 0.57552118 0.41755592 0.55248038] [ 0.52180511 0.53805691 0.58009644 0.44786269 0.40651894] [ 0.40952649 0.42985196 0.45256469 0.7707394 0.51348949] [ 0.37977456 0.57577915 0.45606496 0.73836727 0.47188917] [ 0.6213566 0.5442097 0.51070769 0.60241566 0.37294842] [ 0.45626062 0.64903881 0.33097222 0.68942012 0.52941377] [ 0.44032937 0.47338236 0.5602173 0.47018509 0.6712026 ] [ 0.84859799 0.3477699 0.42248395 0.12902155 0.29072025] [ 0.47128738 0.4804039 0.53004978 0.54746915 0.66215086] [ 0.68277024 0.36088595 0.68650512 0.47365576 0.4595096 ] [ 0.43323443 0.570953 0.48160071 0.83584164 0.37164282] [ 0.2659063 0.70925056 0.32371794 0.85566573 0.43874277] [ 0.61573058 0.35521928 0.6153743 0.22026074 0.46325558] [ 0.63017676 0.58735812 0.51662823 0.61344395 0.40116388] [ 0.76882859 0.44998008 0.47775958 0.3093977 0.37037834] [ 0.55877499 0.45632783 0.49953293 0.48125708 0.4206865 ] [ 0.74304906 0.48918813 0.57651685 0.26440998 0.53226614] [ 0.35413223 0.50683817 0.5352388 0.44386788 0.63100672] [ 0.51038758 0.44424064 0.59237514 0.5998803 0.34917791] [ 0.20010885 0.5081881 0.34843166 0.88175342 0.52352532] [ 0.63642301 0.65596028 0.43584071 0.47642315 0.3130626 ] [ 0.76689105 0.3562986 0.476672 0.36557508 0.45975507] [ 0.88333717 0.43008194 0.54704222 0.26710157 0.37216147] [ 0.2322872 0.58983738 0.40866666 0.67354728 0.60336702] [ 0.40789589 0.53389474 0.40439825 0.67848401 0.34823127] [ 0.85484214 0.36453744 0.58891054 0.35310818 0.36327777] [ 0.18192351 0.45271349 0.45181824 0.64260825 0.62003855] [ 0.46173489 0.49442838 0.56625569 0.588279 0.42525384] [ 0.56476066 0.52705205 0.44397928 0.64045637 0.39373446] [ 0.75106088 0.62142457 0.53112953 0.45848666 0.38817143] [ 0.66608735 0.52205316 0.46482244 0.63170199 0.44061695] [ 0.41541079 0.49936755 0.56186823 0.59647904 0.42504955] [ 0.79497113 0.47188679 0.4533188 0.29663324 0.3264793 ] [ 0.75109418 0.40590461 0.58487477 0.32153403 0.40875413] [ 0.52522031 0.39497164 0.57265332 0.43612554 0.60045763] [ 0.13052452 0.58888306 0.41065668 0.84923966 0.48764932] [ 0.54600307 0.55793521 0.4846717 0.47511788 0.39278041] [ 0.51605471 0.45429571 0.57990318 0.73346167 0.42191694] [ 0.80513559 0.49822972 0.50809247 0.29699436 0.46814117] [ 0.51296197 0.47876238 0.59734429 0.45059034 0.45939465] [ 0.37514928 0.55638917 0.53469046 0.83426883 0.5516032 ] [ 0.21820912 0.53856502 0.47482413 0.84268833 0.43002047] [ 0.1001224 0.42977505 0.51685882 0.88745455 0.62178607] [ 0.64735458 0.592463 0.55062103 0.63247296 0.45295351] [ 0.57442641 0.59853005 0.53342069 0.53404888 0.33594329] [ 0.47693244 0.48016006 0.36578084 0.57075214 0.43490453] [ 0.11086271 0.54934922 0.40805873 0.87679351 0.55401975] [ 0.73656616 0.55762862 0.50385163 0.36300836 0.41910301] [ 0.58314247 0.50795856 0.39447083 0.49619451 0.4111466 ] [ 0.3470565 0.51950356 0.44635722 0.58635415 0.62735284] [ 0.09808503 0.70260483 0.35796182 0.9218427 0.55657567] [ 0.64803562 0.46450739 0.43691739 0.36623197 0.45575582] [ 0.77357069 0.54928912 0.45996178 0.32918615 0.40592965] [ 0.87725007 0.34739406 0.61501749 0.27086165 0.37651735] [ 0.498616 0.46919139 0.48552308 0.50596855 0.6645329 ] [ 0.73097274 0.4450172 0.52875734 0.53757458 0.39282511] [ 0.09396848 0.70871766 0.34131433 0.90972326 0.60027296] [ 0.28697169 0.44670181 0.5533838 0.66636093 0.46248525] [ 0.60654158 0.56400713 0.51976726 0.58418492 0.35474445] [ 0.51681191 0.65785727 0.44092103 0.67928637 0.4103724 ] [ 0.73876342 0.45183911 0.38684012 0.38787264 0.33931802] [ 0.47076582 0.50404941 0.50742331 0.63774689 0.4601255 ] [ 0.34694219 0.59227993 0.33980781 0.71486042 0.31445282] [ 0.26175606 0.62968409 0.43614994 0.56718343 0.38438627] [ 0.51965496 0.45069375 0.43311051 0.40756902 0.4975352 ] [ 0.74370654 0.42443885 0.42046527 0.59307606 0.39846291] [ 0.62373163 0.48136265 0.58457031 0.67798776 0.3504263 ] [ 0.74248177 0.4428922 0.5101775 0.22562456 0.43861008] [ 0.81338651 0.4540943 0.58635019 0.35875361 0.39170225] [ 0.37804542 0.53763265 0.51315303 0.83954041 0.45128933] [ 0.4776344 0.55908965 0.43489977 0.57854276 0.25875023] [ 0.21849833 0.56546597 0.41004386 0.77881357 0.37961445] [ 0.408702 0.57693418 0.51977022 0.82606323 0.55972824] [ 0.39417043 0.67074797 0.29204609 0.69304101 0.49565955] [ 0.78370682 0.43915534 0.53776555 0.37144597 0.47702126] [ 0.28178897 0.50266164 0.54116591 0.73622121 0.57524083] [ 0.87468202 0.37005843 0.56409383 0.13397163 0.38973199] [ 0.75887473 0.56196817 0.37955929 0.37304857 0.38201415] [ 0.18764134 0.59351962 0.47122691 0.77100239 0.63224814] [ 0.19125763 0.56705984 0.44897622 0.7620644 0.50182944] [ 0.29405915 0.63152848 0.41020403 0.51571789 0.5570936 ] [ 0.15048157 0.66322734 0.4270374 0.7585421 0.60151583] [ 0.32770943 0.70061996 0.34398413 0.69236907 0.40445953] [ 0.33598571 0.53451255 0.53329567 0.79712112 0.52508569] [ 0.42318285 0.64045073 0.35042123 0.77412044 0.26038239] [ 0.30991266 0.67027232 0.29566727 0.69775646 0.51363497] [ 0.5988081 0.52449871 0.54863455 0.44470661 0.33808977] [ 0.77613205 0.3085453 0.55685985 0.18520089 0.41266303] [ 0.32958185 0.49755763 0.51865682 0.84550552 0.58299536] [ 0.71105819 0.57371658 0.46435185 0.55351381 0.34620208] [ 0.64725855 0.49661114 0.41235838 0.42400662 0.46653971] [ 0.67382945 0.40373977 0.54532288 0.47190065 0.43394573] [ 0.86582705 0.44422278 0.5703088 0.26395506 0.28822406] [ 0.23770588 0.56205366 0.3964708 0.71544101 0.49655276] [ 0.69379002 0.55525282 0.5393015 0.4467678 0.39588899] [ 0.57903992 0.54911687 0.42588612 0.33461642 0.36198641] [ 0.47334577 0.56387525 0.34691998 0.50272789 0.46984505] [ 0.5123017 0.48123279 0.3238066 0.55982456 0.52874661] [ 0.37298054 0.61539514 0.56472642 0.59266682 0.39170207] [ 0.46888716 0.38733728 0.56321993 0.7456434 0.5193108 ] [ 0.30579427 0.59630278 0.338218 0.67233676 0.60315703] [ 0.45075932 0.41142481 0.61854639 0.35561739 0.66475661] [ 0.53165321 0.46927142 0.42290818 0.6530716 0.33754138] [ 0.14957434 0.69659979 0.47014849 0.86841239 0.69510199] [ 0.38776684 0.55995477 0.38959025 0.65706497 0.50439691] [ 0.77342119 0.33857673 0.59776509 0.25193264 0.43203337] [ 0.4697173 0.46788118 0.65664406 0.46601021 0.49259281] [ 0.5280642 0.39949196 0.38139252 0.34221405 0.33725989] [ 0.18870757 0.67388864 0.53188426 0.74873793 0.63120825] [ 0.30617271 0.65229119 0.29152817 0.60750811 0.42482939] [ 0.58797726 0.3459044 0.69583634 0.57933634 0.46786899] [ 0.7195943 0.42471393 0.58367267 0.32326465 0.51133501] [ 0.4257259 0.51945072 0.60320024 0.50327807 0.54424048] [ 0.28897774 0.67906077 0.34264357 0.68778512 0.51628638] [ 0.34262786 0.48708137 0.56609835 0.54644962 0.54322287] [ 0.63837563 0.38451922 0.49705424 0.54096963 0.48962956] [ 0.52243744 0.43750079 0.53419321 0.65824015 0.52305985] [ 0.59638422 0.45567532 0.60673407 0.32887112 0.52507286] [ 0.60593142 0.55937672 0.43325386 0.45334021 0.58267569] [ 0.24458781 0.64574782 0.42413931 0.85790085 0.4000364 ] [ 0.63837563 0.38451922 0.49705424 0.54096963 0.48962956] [ 0.6906875 0.51831749 0.54357037 0.40247515 0.47031832] [ 0.12082675 0.54378916 0.49799919 0.87537472 0.64981877] [ 0.5490596 0.51000399 0.48262455 0.31964699 0.30165947] [ 0.56880073 0.55314315 0.61153324 0.44431976 0.47328798] [ 0.70236272 0.59228019 0.49095774 0.62436573 0.46599684] Progress: 35.2% ... Training loss: 0.557 ... Validation loss: 0.944[ 0.51100877 0.57992071 0.34972578 0.60629211 0.46379632] [ 0.41968755 0.52046766 0.49699511 0.77936301 0.42050044] [ 0.39754966 0.5011263 0.42653093 0.48828062 0.5168215 ] [ 0.81972719 0.35466618 0.49670013 0.31451076 0.37620457] [ 0.49972682 0.43719101 0.58298643 0.58461819 0.37408853] [ 0.27324572 0.52845261 0.46309202 0.5483312 0.61101916] [ 0.71888225 0.26546773 0.58536929 0.23548691 0.36203435] [ 0.5124804 0.52714872 0.40624288 0.60283949 0.34365805] [ 0.8416122 0.31303788 0.579896 0.1604919 0.44656674] [ 0.81510766 0.42866497 0.35778858 0.3235195 0.36161179] [ 0.22946304 0.49671246 0.41365379 0.82525034 0.47897515] [ 0.7051623 0.47032942 0.47030365 0.36679589 0.4186885 ] [ 0.58973237 0.61123934 0.36446258 0.76036962 0.35072445] [ 0.68045147 0.36401369 0.55390596 0.40188892 0.46119684] [ 0.37242683 0.58703374 0.37283127 0.52348132 0.52728983] [ 0.29603895 0.60566308 0.53109615 0.79367602 0.65289268] [ 0.69846117 0.47895068 0.55964082 0.47469819 0.40185546] [ 0.58007725 0.35056959 0.54554953 0.60367196 0.31426206] [ 0.58407777 0.59333985 0.48714835 0.46053568 0.51872988] [ 0.80347374 0.46451494 0.48909791 0.29978878 0.28396084] [ 0.67202379 0.55130854 0.42751942 0.43144157 0.4746893 ] [ 0.21324076 0.63558235 0.37492861 0.91007594 0.41783777] [ 0.84683801 0.38471758 0.45545162 0.14102791 0.26907629] [ 0.21745226 0.46213549 0.42116491 0.60505273 0.75129596] [ 0.62380193 0.62761763 0.46758117 0.49475294 0.38092175] [ 0.56158524 0.37128852 0.57985976 0.63899168 0.46128495] [ 0.87212558 0.33747702 0.51815586 0.12186507 0.35776843] [ 0.59876196 0.52531254 0.40248752 0.72228944 0.51658397] [ 0.44937796 0.42541757 0.47417255 0.53608298 0.41733805] [ 0.80568803 0.39935342 0.55610763 0.20313504 0.46114342] [ 0.30605607 0.65487062 0.57308046 0.61832144 0.61431332] [ 0.70702482 0.5272495 0.45702812 0.24773351 0.36256425] [ 0.33934465 0.52023271 0.68275614 0.68531327 0.51303681] [ 0.81970669 0.4098398 0.58095123 0.18017274 0.4522852 ] [ 0.76431959 0.47032306 0.53207443 0.20737494 0.44448213] [ 0.48324982 0.4271271 0.594895 0.47268065 0.66527126] [ 0.57617262 0.50458537 0.48790895 0.46510118 0.50929018] [ 0.55427522 0.44503385 0.49571812 0.69666227 0.3478312 ] [ 0.59631489 0.29559178 0.53504102 0.36674887 0.48687987] [ 0.63324484 0.45328032 0.51178399 0.67311616 0.27890942] [ 0.19359984 0.62329004 0.42164398 0.84859761 0.62805334] [ 0.12846159 0.63472513 0.37435663 0.93043217 0.60073774] [ 0.25498523 0.62209005 0.52891251 0.78775138 0.43996359] [ 0.36571288 0.6108107 0.52114077 0.84160061 0.47343231] [ 0.25756748 0.41696953 0.47388365 0.67126197 0.59689491] [ 0.56871724 0.56531873 0.33599736 0.49157738 0.38555225] [ 0.37709181 0.53336323 0.49510577 0.81013974 0.4852881 ] [ 0.43676516 0.59871462 0.42925366 0.6081215 0.55347289] [ 0.41179596 0.4125618 0.69833817 0.65180209 0.54891471] [ 0.31108128 0.6831598 0.49505135 0.73775318 0.39057296] [ 0.13158842 0.76086033 0.35719456 0.88354503 0.51777821] [ 0.56470675 0.38669268 0.56503651 0.63295263 0.44972899] [ 0.53591798 0.50807349 0.47754781 0.49464534 0.64669633] [ 0.24716984 0.58391813 0.48249426 0.81345868 0.49481645] [ 0.26202021 0.61209707 0.47725414 0.67532196 0.40607172] [ 0.84260652 0.37965817 0.61153562 0.15418352 0.31433267] [ 0.56134732 0.67421656 0.47739965 0.59084914 0.37096037] [ 0.7468436 0.51451828 0.40047737 0.3833089 0.43278681] [ 0.3616859 0.53048347 0.54563306 0.59480461 0.53451102] [ 0.62016092 0.54327121 0.52505916 0.4815061 0.31180117] [ 0.2278689 0.54517374 0.51563219 0.67670234 0.64036007] [ 0.40491369 0.5380348 0.53413559 0.64929028 0.68059275] [ 0.68892091 0.54960643 0.42209845 0.54207726 0.36490939] [ 0.42902121 0.40211328 0.4377713 0.53854508 0.39554137] [ 0.52535397 0.56046522 0.46054848 0.75620846 0.28003511] [ 0.36049927 0.65269408 0.402036 0.7581653 0.47517271] [ 0.26888302 0.52664937 0.41773263 0.74132997 0.40830953] [ 0.60933436 0.51103087 0.40609109 0.47128697 0.37575894] [ 0.61288547 0.4902694 0.57123698 0.4727784 0.43372752] [ 0.43696482 0.50007942 0.55362404 0.43045083 0.52498232] [ 0.17978585 0.5090733 0.36889306 0.88881175 0.60176285] [ 0.66294787 0.44113875 0.59326875 0.20755752 0.48126098] [ 0.33117775 0.54597728 0.36937897 0.78636477 0.50709963] [ 0.62732025 0.38114141 0.60753025 0.52552232 0.34199267] [ 0.33102672 0.409129 0.48858117 0.73393475 0.38121466] [ 0.85587131 0.32461849 0.58537255 0.13501312 0.38089788] [ 0.50150698 0.57601784 0.53132452 0.47491009 0.35948053] [ 0.74735093 0.33544029 0.58178145 0.21767593 0.40759033] [ 0.15891391 0.54665991 0.50121527 0.91532887 0.63440528] [ 0.60293807 0.57197463 0.51715173 0.5151383 0.38093648] [ 0.49938988 0.46144007 0.44449873 0.56840723 0.57202592] [ 0.52122408 0.59574712 0.5562006 0.51155003 0.41137396] [ 0.15827947 0.70067243 0.32872906 0.86580683 0.61458688] [ 0.19985095 0.65508482 0.41423295 0.58838745 0.47200372] [ 0.542136 0.63119812 0.56186022 0.65889473 0.49634362] [ 0.69593253 0.59021152 0.38933455 0.45052215 0.36420085] [ 0.46953644 0.52063965 0.50850969 0.63597978 0.47676913] [ 0.48565563 0.55442958 0.51292619 0.45318178 0.44485595] [ 0.37039099 0.53502026 0.58052747 0.83173414 0.50346945] [ 0.7280316 0.53774823 0.51109877 0.47673879 0.42400828] [ 0.48465246 0.55846016 0.57591769 0.42421658 0.52358992] [ 0.43918476 0.59036558 0.43716724 0.38631474 0.56063813] [ 0.83313696 0.37973748 0.4444859 0.1301869 0.25098 ] [ 0.50928989 0.52298865 0.52062415 0.42324083 0.56478698] [ 0.37593416 0.5611949 0.57274775 0.47397504 0.42563497] [ 0.7204828 0.49700282 0.41775081 0.45043711 0.49345649] [ 0.26879065 0.71628315 0.29234471 0.74812111 0.44231358] [ 0.76392134 0.41838443 0.41179225 0.64366109 0.38967827] [ 0.50098602 0.53760849 0.5148784 0.83814966 0.53076219] [ 0.8471204 0.3447661 0.5371988 0.09621789 0.38908903] [ 0.67530539 0.40331063 0.54199154 0.73977267 0.43165672] [ 0.15057785 0.55314773 0.53861776 0.8921845 0.67117125] [ 0.65392545 0.57173054 0.27192762 0.44842966 0.38156259] [ 0.29769922 0.60790819 0.38321789 0.65310119 0.47182926] [ 0.84783797 0.34713398 0.41963242 0.15315322 0.30566021] [ 0.37076713 0.45257034 0.47871775 0.75851819 0.41410939] [ 0.69286705 0.48493676 0.5077338 0.38703737 0.45373965] [ 0.69447425 0.43883588 0.50798635 0.27964435 0.47804358] [ 0.4199521 0.61777352 0.5272114 0.60361218 0.51371643] [ 0.21911248 0.57256552 0.41278796 0.7749712 0.63218343] [ 0.42289963 0.53656923 0.48009549 0.67665322 0.36991117] [ 0.75610404 0.38045414 0.61340524 0.14602345 0.49227482] [ 0.48943248 0.49773167 0.58970834 0.40350751 0.48106273] [ 0.89148334 0.26511921 0.44890061 0.18326205 0.38871853] [ 0.26654155 0.60387069 0.37230692 0.85214197 0.34756794] [ 0.37157427 0.42374437 0.48046692 0.86998014 0.58402753] [ 0.28631291 0.59485243 0.33662724 0.83198792 0.34052728] [ 0.50839205 0.4942345 0.44229848 0.44406478 0.43173058] [ 0.59400824 0.40914339 0.42937996 0.47385505 0.39577351] [ 0.79631169 0.35767711 0.51754795 0.24234585 0.36943979] [ 0.82525586 0.44499956 0.50686005 0.35733679 0.42690468] [ 0.62474394 0.60011311 0.3203934 0.57628465 0.35357147] [ 0.61601657 0.53418522 0.43170038 0.46036993 0.55083778] [ 0.71424389 0.38098024 0.63307982 0.24523204 0.4485763 ] [ 0.74479918 0.45968049 0.36425855 0.26206775 0.36802297] [ 0.57030415 0.4140776 0.59600014 0.27832547 0.46846855] [ 0.66176653 0.5150008 0.62985083 0.43316731 0.42611092] [ 0.39737223 0.5972877 0.37129454 0.55546647 0.40339785] Progress: 35.3% ... Training loss: 0.557 ... Validation loss: 0.943[ 0.16639328 0.61990768 0.52347903 0.81822909 0.64843177] [ 0.63152868 0.45813588 0.49728543 0.43606741 0.4839664 ] [ 0.6932972 0.37451982 0.47544175 0.3014498 0.36917615] [ 0.23092037 0.52807548 0.41848398 0.81069271 0.65845737] [ 0.80676966 0.442954 0.41833742 0.28403122 0.31137873] [ 0.50880239 0.50610153 0.43998538 0.37109572 0.36921422] [ 0.53832032 0.55351105 0.42472468 0.56053798 0.47270676] [ 0.30766051 0.48494355 0.50340145 0.71183887 0.48989081] [ 0.74437652 0.47856977 0.67024705 0.35854386 0.44628664] [ 0.31762 0.54879132 0.50806776 0.70188754 0.46886504] [ 0.77066976 0.34496153 0.43277765 0.60616185 0.37452124] [ 0.50726271 0.52561767 0.46425106 0.59149141 0.41292941] [ 0.27442301 0.55720415 0.46464166 0.87932284 0.51319002] [ 0.62820927 0.52108834 0.56039582 0.40596018 0.38315926] [ 0.71446908 0.55879069 0.58925949 0.48115555 0.43935478] [ 0.55626675 0.5589708 0.49385716 0.6634404 0.47925849] [ 0.77784484 0.46382654 0.36407981 0.31963566 0.32875528] [ 0.53091722 0.53792668 0.40018233 0.42568278 0.49452797] [ 0.63231439 0.40536601 0.42227493 0.41297508 0.41977435] [ 0.79690152 0.41335806 0.58779352 0.261152 0.40186158] [ 0.6114633 0.43650254 0.37420211 0.48589784 0.63115751] [ 0.29436985 0.69727664 0.53409047 0.70246662 0.55848312] [ 0.79577115 0.35082601 0.5438185 0.25838745 0.42689962] [ 0.48830209 0.5244699 0.48671046 0.75088755 0.32220594] [ 0.75733155 0.50972872 0.53758188 0.24432758 0.33685122] [ 0.76507094 0.43727795 0.68347624 0.34456046 0.36104384] [ 0.64883958 0.4120353 0.58032235 0.43853919 0.45959852] [ 0.79966478 0.44103566 0.51161347 0.21257576 0.37141507] [ 0.64394824 0.65212994 0.50598342 0.53280835 0.4106391 ] [ 0.74976099 0.38457072 0.61812357 0.2581017 0.39144761] [ 0.2195191 0.60193801 0.44508847 0.89438347 0.57566489] [ 0.6460985 0.54003915 0.49300932 0.33491228 0.39726146] [ 0.54170053 0.4449131 0.5966301 0.34918603 0.40294337] [ 0.76655013 0.46794591 0.4603387 0.38156736 0.39822922] [ 0.48552055 0.47406551 0.55869545 0.41862457 0.58127067] [ 0.69025898 0.43015519 0.33022517 0.42010705 0.49420591] [ 0.41959843 0.60929057 0.48101281 0.45245768 0.344387 ] [ 0.550806 0.43267313 0.44958716 0.7461877 0.39451996] [ 0.34307408 0.60644259 0.45223752 0.74231973 0.45250664] [ 0.56570068 0.46109439 0.55580095 0.46202021 0.50509793] [ 0.27235344 0.59372029 0.49926646 0.67797247 0.42607912] [ 0.42239452 0.56326541 0.32877611 0.67624653 0.48611175] [ 0.35852937 0.55543192 0.52209304 0.80288677 0.44673257] [ 0.53288901 0.6064445 0.41621351 0.52373906 0.41832377] [ 0.45946538 0.56019466 0.52722711 0.51347593 0.6191873 ] [ 0.60431736 0.56444969 0.53304515 0.4952555 0.38136832] [ 0.84684501 0.39347062 0.55784489 0.21156499 0.41107603] [ 0.68705408 0.37692693 0.52931599 0.26203498 0.52060419] [ 0.58391638 0.46839274 0.53837054 0.59682699 0.49673818] [ 0.4346327 0.50657233 0.47022499 0.45726303 0.43354756] [ 0.68131961 0.5178235 0.47917928 0.46097128 0.49856415] [ 0.60334376 0.41812318 0.61727505 0.42530331 0.48682932] [ 0.5594971 0.39797221 0.64929323 0.29536554 0.40004559] [ 0.38432256 0.50804918 0.51924083 0.64072892 0.52347653] [ 0.50784396 0.50972241 0.50879854 0.67357772 0.37825323] [ 0.59950733 0.4157648 0.57014379 0.38057418 0.57732811] [ 0.19452465 0.68724225 0.48334861 0.6626159 0.58316092] [ 0.25514022 0.64617556 0.26789038 0.87034749 0.51860209] [ 0.33401267 0.65235712 0.3601266 0.84203345 0.43105228] [ 0.90343535 0.41439499 0.48629473 0.17882386 0.39408601] [ 0.46265616 0.42572762 0.63099154 0.55292678 0.53370419] [ 0.75064996 0.40602713 0.59530753 0.30682229 0.4277726 ] [ 0.65825448 0.37686388 0.67350891 0.5957571 0.42145028] [ 0.62969031 0.44567024 0.51554676 0.40397483 0.4333495 ] [ 0.56046179 0.44991776 0.56572859 0.40018367 0.52072345] [ 0.67212321 0.4677725 0.54853283 0.36979295 0.50664786] [ 0.62779123 0.5064165 0.43881446 0.54206041 0.35074194] [ 0.36151019 0.72115278 0.3182782 0.73954764 0.55799048] [ 0.55943859 0.40433233 0.49313157 0.2759122 0.55260361] [ 0.34698259 0.56856687 0.44869707 0.63312418 0.63113135] [ 0.41938333 0.49626873 0.55235172 0.50077351 0.52106241] [ 0.3543103 0.50698977 0.53517324 0.44391879 0.63108614] [ 0.36798568 0.55289468 0.46626571 0.88267381 0.43760589] [ 0.25913082 0.5896872 0.63216733 0.71001911 0.61071625] [ 0.66312218 0.47580681 0.54538257 0.71931009 0.47610514] [ 0.68343155 0.35925069 0.39343595 0.53509474 0.26875935] [ 0.58314237 0.33963048 0.39613585 0.65807054 0.33153139] [ 0.46729195 0.47995449 0.41861562 0.56402597 0.40035477] [ 0.1497308 0.62505338 0.40071955 0.89879332 0.4367159 ] [ 0.6933472 0.48842935 0.40271113 0.27882403 0.27684426] [ 0.29040925 0.61636229 0.57569766 0.80379183 0.53294383] [ 0.81046061 0.30088021 0.65041227 0.17118964 0.41855962] [ 0.19634398 0.5982647 0.3684345 0.88154685 0.52699495] [ 0.17446718 0.71907196 0.41891463 0.78821747 0.4174262 ] [ 0.41309312 0.61919108 0.52350738 0.68416673 0.59281106] [ 0.5050516 0.60282588 0.30070733 0.63151531 0.39508138] [ 0.28011109 0.60223646 0.45474033 0.78318231 0.35369202] [ 0.56184619 0.42506461 0.55319007 0.35039155 0.4996347 ] [ 0.28007498 0.52128979 0.58228042 0.75274038 0.44589188] [ 0.84945324 0.36042301 0.542089 0.34817971 0.29683812] [ 0.71387075 0.42672655 0.43226918 0.61849589 0.38164995] [ 0.67828472 0.52915317 0.43050532 0.76565471 0.43804429] [ 0.55687221 0.41909906 0.47666603 0.45425921 0.38903342] [ 0.27928644 0.44512329 0.44495398 0.68744138 0.4536987 ] [ 0.78400907 0.48792302 0.36617647 0.29603075 0.39893807] [ 0.53732917 0.50732794 0.64376604 0.53376722 0.48117147] [ 0.55532418 0.56492975 0.38719894 0.48650843 0.43364976] [ 0.3353017 0.50364785 0.47782069 0.57977076 0.58636112] [ 0.51868529 0.4765424 0.4423796 0.6508674 0.33299452] [ 0.61340055 0.51569772 0.52515339 0.56610121 0.44235945] [ 0.19886345 0.5839935 0.45214452 0.8404084 0.47859749] [ 0.30082462 0.52831699 0.56308929 0.68986555 0.65668693] [ 0.78998069 0.43292323 0.63534592 0.28966536 0.32359498] [ 0.48432308 0.44904382 0.67255261 0.62540714 0.33397963] [ 0.53203335 0.63061141 0.44159343 0.56169675 0.44977892] [ 0.44848598 0.50114327 0.53870085 0.60675734 0.39848039] [ 0.20268625 0.64100412 0.45415142 0.90887945 0.61202779] [ 0.7712558 0.48776512 0.39729483 0.22094656 0.28435375] [ 0.44763583 0.69739963 0.4807854 0.75196648 0.60864983] [ 0.19670733 0.64786543 0.4384144 0.89696895 0.51866501] [ 0.90941379 0.38946622 0.54814925 0.12710158 0.37327011] [ 0.49194556 0.49613774 0.40383919 0.4636195 0.36778284] [ 0.36903878 0.66462621 0.38795014 0.65676063 0.53939254] [ 0.76898034 0.36456361 0.48416915 0.25867729 0.33965017] [ 0.39469024 0.45990893 0.48872723 0.51314683 0.53948718] [ 0.63908311 0.42211587 0.463986 0.46065502 0.4742331 ] [ 0.62880113 0.55984909 0.40889157 0.38480665 0.47245741] [ 0.26356808 0.50001185 0.45111813 0.86462693 0.49494473] [ 0.38711676 0.4914883 0.3987572 0.64300018 0.57217611] [ 0.3172974 0.51271755 0.54791695 0.78001821 0.50679585] [ 0.40238843 0.66189305 0.40106812 0.59672185 0.51141512] [ 0.60088744 0.39067931 0.52232573 0.73254217 0.47482983] [ 0.42628621 0.34687749 0.52000374 0.70463116 0.43948272] [ 0.57102879 0.47847509 0.47558474 0.59493835 0.37149612] [ 0.27278396 0.50381671 0.43963296 0.53693814 0.67675859] [ 0.62381301 0.53250179 0.42691983 0.5104877 0.40912316] [ 0.79883208 0.51004536 0.61167693 0.43637799 0.29705605] [ 0.1571154 0.47804175 0.39061452 0.7736764 0.56361163] Progress: 35.4% ... Training loss: 0.557 ... Validation loss: 0.945[ 0.68230344 0.32439876 0.42231368 0.26517599 0.40578556] [ 0.74639916 0.46523088 0.35831604 0.35048694 0.45441558] [ 0.46506356 0.4891156 0.54045502 0.56564419 0.59063238] [ 0.65337057 0.44738524 0.51884085 0.34504935 0.51657877] [ 0.22214668 0.69268644 0.45009248 0.75693562 0.68956302] [ 0.47092692 0.70699574 0.33826206 0.78727753 0.29860329] [ 0.69748554 0.48953504 0.50170621 0.3075224 0.45007979] [ 0.63381531 0.49949416 0.63883751 0.65818336 0.43997202] [ 0.72253083 0.47910297 0.43923153 0.30497494 0.4210519 ] [ 0.15825764 0.74518071 0.43367101 0.82034299 0.4786512 ] [ 0.39419131 0.5866967 0.51259405 0.50367384 0.38296385] [ 0.61960027 0.50215786 0.33318746 0.48225374 0.29370765] [ 0.30839066 0.51872041 0.45377255 0.69054028 0.71076605] [ 0.50164706 0.46648748 0.5541212 0.62032883 0.3597164 ] [ 0.41255908 0.45120556 0.49235367 0.69826192 0.43107892] [ 0.57247664 0.46466767 0.5213851 0.39176886 0.45916713] [ 0.82701175 0.34009547 0.52308501 0.36405169 0.44250574] [ 0.42923134 0.5259716 0.48349441 0.52914488 0.48800353] [ 0.43481448 0.69096643 0.40437164 0.71238089 0.41265598] [ 0.54171712 0.41889107 0.46972391 0.375307 0.65347702] [ 0.6527316 0.50515191 0.53809707 0.37810392 0.55484931] [ 0.47624123 0.60571318 0.40166771 0.46253444 0.58742154] [ 0.58421217 0.35070824 0.51005138 0.45571031 0.4666369 ] [ 0.53723113 0.56109796 0.41032309 0.50881223 0.40365565] [ 0.65435942 0.52701432 0.48184462 0.36142343 0.44401677] [ 0.56343198 0.38063146 0.57834515 0.43993776 0.63306732] [ 0.40819669 0.57357056 0.40324134 0.51158777 0.48131253] [ 0.52132537 0.50915644 0.45457 0.44228148 0.49721574] [ 0.75043106 0.44399439 0.52823451 0.3492782 0.46552615] [ 0.54073437 0.37683278 0.56779295 0.56990952 0.35310173] [ 0.67418008 0.63114674 0.39790909 0.57935599 0.46676849] [ 0.66008399 0.43920797 0.41548883 0.58218271 0.42805909] [ 0.86248876 0.4340134 0.57605758 0.16607145 0.43473589] [ 0.24183987 0.56126418 0.57780332 0.87248998 0.58851174] [ 0.24767542 0.62864689 0.49196054 0.82066543 0.44287602] [ 0.6383033 0.5844116 0.38721904 0.35338277 0.31552331] [ 0.28129076 0.75823453 0.2726093 0.82546381 0.56649126] [ 0.67351183 0.39471483 0.70390855 0.48216474 0.47111364] [ 0.26999523 0.45684762 0.4453791 0.86723309 0.58971075] [ 0.76777893 0.36240209 0.53141348 0.24454515 0.38427082] [ 0.82817983 0.46211826 0.56611024 0.43479682 0.39620487] [ 0.77108351 0.48796222 0.39720566 0.22096298 0.28441514] [ 0.83411168 0.29769817 0.37194621 0.24442586 0.28133827] [ 0.84386931 0.30955601 0.64355779 0.16798609 0.48017609] [ 0.71450592 0.48736101 0.42264827 0.39215363 0.34970912] [ 0.50546548 0.42160683 0.44992811 0.69872466 0.33437269] [ 0.13649155 0.56260918 0.46843053 0.83667203 0.65576655] [ 0.7641079 0.48994587 0.4945977 0.2492004 0.4171007 ] [ 0.59725844 0.45256836 0.53888815 0.52084191 0.53515817] [ 0.36221743 0.5948609 0.37947182 0.44205171 0.41623103] [ 0.17022777 0.55410116 0.50132595 0.83470952 0.61153128] [ 0.72553828 0.50167578 0.39742103 0.69377915 0.38600937] [ 0.48694916 0.54400503 0.45265955 0.43506835 0.5272963 ] [ 0.69297822 0.47128804 0.50452429 0.53910582 0.49738741] [ 0.73144125 0.28697952 0.60778195 0.22363814 0.37782974] [ 0.68343292 0.40520654 0.40076882 0.51901764 0.31595118] [ 0.33710232 0.59453706 0.4324344 0.51154149 0.56119964] [ 0.44809224 0.43398815 0.49923732 0.45324376 0.52022705] [ 0.40493683 0.61338738 0.43124306 0.66119869 0.48714279] [ 0.18634281 0.5822853 0.34684091 0.85935664 0.44807722] [ 0.53649039 0.40160746 0.53266767 0.73672086 0.42263532] [ 0.22200863 0.51289638 0.39104551 0.87532485 0.45599613] [ 0.17565064 0.57765117 0.46222011 0.85566766 0.56922133] [ 0.67802398 0.55758909 0.48920363 0.52963754 0.46045969] [ 0.8499891 0.44522709 0.46286942 0.24757596 0.35775674] [ 0.73653877 0.48458508 0.57477705 0.35604826 0.48366728] [ 0.7207283 0.48673473 0.47507884 0.36534891 0.43842374] [ 0.18792644 0.66484642 0.44618809 0.78815613 0.50605779] [ 0.20063509 0.63557358 0.44297174 0.84444441 0.46817485] [ 0.57615459 0.452469 0.44092113 0.70525437 0.31065012] [ 0.50214815 0.43392141 0.44703901 0.72287769 0.37180171] [ 0.62063786 0.49936651 0.40481637 0.52298807 0.47458134] [ 0.35151376 0.57735448 0.46808923 0.70600535 0.59934275] [ 0.2621013 0.57932676 0.45298869 0.89414001 0.53681678] [ 0.39317938 0.51403256 0.43767177 0.57609158 0.62513667] [ 0.49119658 0.61672889 0.38510626 0.57155689 0.34728154] [ 0.60383149 0.42592111 0.36245212 0.5067086 0.49372402] [ 0.43093886 0.51752161 0.37753335 0.60784485 0.5087229 ] [ 0.59888922 0.45947391 0.49685442 0.53772264 0.46497068] [ 0.82665926 0.40239638 0.57187612 0.28942239 0.44767818] [ 0.22037195 0.59219417 0.46600604 0.83191386 0.46631243] [ 0.44151598 0.45011843 0.64165039 0.76024545 0.45729586] [ 0.3306803 0.58220863 0.35503971 0.57573139 0.44855416] [ 0.58000441 0.55231106 0.44754435 0.50999856 0.47431939] [ 0.32027368 0.66645348 0.34238153 0.71900299 0.52451368] [ 0.5792136 0.49193414 0.46262844 0.71699252 0.31645689] [ 0.52031912 0.62191243 0.37833777 0.48717863 0.43992367] [ 0.73647632 0.4122089 0.4743077 0.27399673 0.44537816] [ 0.83547531 0.48505846 0.34016333 0.42066917 0.3103157 ] [ 0.88690552 0.43226647 0.48023535 0.21198713 0.35833484] [ 0.54961941 0.57636801 0.55128594 0.57338993 0.37702015] [ 0.27708835 0.49133818 0.51771809 0.67457109 0.51941806] [ 0.33624677 0.49811429 0.46421224 0.62665255 0.52906644] [ 0.5719426 0.54820827 0.49400334 0.57493688 0.3673235 ] [ 0.26982488 0.65876476 0.29801473 0.77023119 0.53025551] [ 0.51247416 0.61694844 0.46828583 0.75434371 0.41142267] [ 0.65819223 0.45314165 0.44643568 0.32085923 0.46250204] [ 0.73125114 0.58788978 0.43460519 0.42239836 0.41639813] [ 0.13346117 0.67874307 0.45950066 0.84725483 0.62473241] [ 0.74668133 0.38533971 0.6344026 0.33346769 0.36895259] [ 0.22721839 0.50046155 0.31706513 0.84606305 0.5655022 ] [ 0.75307813 0.33449474 0.59735214 0.27295567 0.38172556] [ 0.14261691 0.52607032 0.41040361 0.9090075 0.44704871] [ 0.4538849 0.59621523 0.56616996 0.67213715 0.38517425] [ 0.41009 0.41334738 0.69806245 0.65273637 0.54918326] [ 0.82614077 0.49050577 0.57027416 0.22750849 0.46940893] [ 0.48399532 0.44915051 0.6725138 0.62569465 0.33401227] [ 0.32757927 0.71028977 0.27568299 0.72127242 0.49358749] [ 0.47607648 0.51434552 0.44979725 0.42880595 0.4189404 ] [ 0.51765564 0.4169034 0.56118947 0.61748595 0.3107896 ] [ 0.64636421 0.3899121 0.58267365 0.64052934 0.42565027] [ 0.64189583 0.57050252 0.48951839 0.59532666 0.48408498] [ 0.52893123 0.46530667 0.60906762 0.6047791 0.35051563] [ 0.52680737 0.49860292 0.49158165 0.60144331 0.28812914] [ 0.74592278 0.65337158 0.48810098 0.37701964 0.48370072] [ 0.18833076 0.59232997 0.44085322 0.82863261 0.46821178] [ 0.4115985 0.52414828 0.53819061 0.63335584 0.54199041] [ 0.30623446 0.58185673 0.28436709 0.76456459 0.6045463 ] [ 0.28498263 0.6626032 0.35632534 0.74664247 0.47896716] [ 0.56208646 0.37110102 0.57995316 0.63866088 0.46122329] [ 0.71573783 0.5015629 0.47138489 0.4451973 0.36419863] [ 0.40846764 0.52708605 0.55752285 0.76802551 0.44373571] [ 0.8266181 0.3640604 0.59754255 0.35046067 0.3527996 ] [ 0.54625439 0.65174143 0.44540543 0.67633927 0.42847375] [ 0.60593366 0.67505291 0.42549624 0.64249744 0.50210458] [ 0.74515284 0.47570683 0.61627446 0.3400639 0.44954687] [ 0.65654259 0.59360971 0.51109382 0.56780234 0.4189539 ] [ 0.36709924 0.52986907 0.51176322 0.5575016 0.5274953 ] Progress: 35.4% ... Training loss: 0.556 ... Validation loss: 0.942[ 0.25328723 0.70918872 0.41941284 0.74846902 0.58449248] [ 0.87296461 0.39001425 0.58767427 0.18420581 0.43693186] [ 0.69057188 0.51827224 0.5435771 0.40227715 0.47030352] [ 0.53662922 0.53051892 0.56774458 0.55442938 0.44783859] [ 0.74709935 0.26769354 0.55126308 0.37127959 0.41326972] [ 0.17200129 0.64573935 0.31423325 0.82883031 0.63581542] [ 0.4412226 0.49015507 0.55627613 0.66043074 0.437781 ] [ 0.76568835 0.47835945 0.5437853 0.22728283 0.42068806] [ 0.74834303 0.37581032 0.52586863 0.36318854 0.3221414 ] [ 0.77847208 0.45350612 0.49709701 0.26812338 0.40816874] [ 0.79074944 0.37907342 0.5473213 0.18297086 0.37958809] [ 0.39508177 0.55427394 0.51777101 0.58945886 0.54584581] [ 0.18118826 0.56984914 0.37127023 0.88714638 0.52821838] [ 0.76857054 0.45849856 0.48031723 0.30465247 0.3276227 ] [ 0.56456992 0.52968196 0.50600826 0.50173782 0.60627991] [ 0.11103658 0.59528627 0.48788442 0.84071102 0.55033801] [ 0.5205317 0.44879075 0.53102783 0.63607525 0.47184002] [ 0.33955228 0.47660954 0.50092805 0.60870113 0.64063107] [ 0.65853124 0.52720109 0.48046265 0.43030824 0.49061007] [ 0.41470252 0.65003162 0.33754499 0.70096456 0.36747404] [ 0.49897127 0.46889925 0.53540708 0.66037602 0.41700368] [ 0.42500954 0.45727172 0.47992892 0.64588352 0.49363687] [ 0.88590589 0.37455292 0.53479377 0.12012539 0.31690617] [ 0.80891122 0.34733582 0.50586749 0.23629341 0.3200822 ] [ 0.42867957 0.45494792 0.55491189 0.51795672 0.59399616] [ 0.27954765 0.70746671 0.3866832 0.77052017 0.39793267] [ 0.51715705 0.55214518 0.36277747 0.43245897 0.49485857] [ 0.52806102 0.55078863 0.47469805 0.52045968 0.63954978] [ 0.68428999 0.35023698 0.6275209 0.33822839 0.5757713 ] [ 0.57847618 0.51277314 0.3836058 0.65317514 0.53538704] [ 0.5889231 0.33424605 0.62677565 0.36589048 0.57853459] [ 0.49430755 0.50824027 0.55912937 0.50999614 0.43710358] [ 0.9190193 0.36554001 0.62142342 0.12118671 0.28228924] [ 0.5877813 0.34982539 0.45466982 0.63009396 0.39591924] [ 0.51276626 0.5776188 0.40629471 0.57809685 0.58343541] [ 0.53186911 0.56601336 0.45453144 0.50139358 0.61036921] [ 0.80960904 0.45687218 0.50148911 0.23290123 0.35038232] [ 0.14333199 0.5163042 0.58034348 0.92099856 0.67013042] [ 0.69210055 0.49487408 0.56567706 0.2405201 0.50205025] [ 0.85602404 0.34081044 0.5975203 0.16127807 0.42166912] [ 0.47015193 0.50460207 0.50720407 0.63806586 0.46033363] [ 0.65874666 0.52283439 0.62616418 0.33578329 0.43479948] [ 0.10174793 0.61422615 0.39123249 0.91837848 0.55711179] [ 0.0951509 0.53016644 0.44956811 0.85260487 0.59009854] [ 0.71599387 0.42857358 0.49517003 0.29857979 0.31430095] [ 0.30752747 0.58039034 0.5239362 0.8355549 0.44731383] [ 0.65631486 0.51506452 0.59689611 0.43556649 0.48625738] [ 0.6029252 0.47287105 0.52369675 0.64898181 0.45829458] [ 0.09803224 0.67536086 0.54221812 0.78101248 0.56218074] [ 0.68453619 0.42936537 0.54806345 0.23945769 0.50242145] [ 0.26923432 0.63950917 0.40404933 0.60130716 0.43734053] [ 0.39309152 0.5765456 0.48259787 0.5916096 0.69778794] [ 0.34809127 0.4639821 0.49048573 0.58186767 0.46588643] [ 0.38545995 0.5939939 0.35302427 0.60910064 0.49841089] [ 0.72800686 0.50533865 0.62184747 0.59757959 0.32875806] [ 0.18518929 0.54122501 0.3926396 0.66159922 0.69585424] [ 0.31190678 0.50890671 0.43410156 0.58799688 0.75530487] [ 0.5795714 0.52113989 0.58458844 0.6304781 0.33970224] [ 0.61244967 0.43615543 0.37434874 0.48517947 0.63105141] [ 0.49474089 0.54799213 0.47663269 0.51646998 0.42202129] [ 0.87367981 0.37655481 0.53248564 0.16637735 0.41358003] [ 0.31834093 0.57052079 0.53762347 0.61911864 0.62149226] [ 0.31190678 0.50890671 0.43410156 0.58799688 0.75530487] [ 0.65469399 0.47686459 0.4721409 0.44236515 0.38270333] [ 0.70832335 0.41320794 0.62128352 0.45751804 0.44804032] [ 0.41566193 0.30934184 0.57099103 0.71503453 0.54562843] [ 0.36434449 0.41678183 0.49452257 0.71156754 0.43492076] [ 0.58086522 0.46194446 0.35722233 0.61605584 0.43309188] [ 0.68021104 0.46014113 0.55788376 0.57315453 0.43217967] [ 0.21309114 0.63590713 0.37478065 0.90998365 0.41804805] [ 0.7286528 0.41409001 0.50966815 0.29793339 0.55671016] [ 0.38458672 0.48306923 0.37974113 0.55178625 0.39773641] [ 0.35467706 0.45594287 0.68491698 0.6872304 0.55209361] [ 0.55874774 0.63184206 0.36348228 0.62627114 0.33689055] [ 0.65979495 0.48008018 0.49478107 0.46472935 0.45798734] [ 0.54985747 0.4361822 0.62513206 0.62509002 0.41199631] [ 0.42709698 0.59418016 0.45348272 0.51360494 0.70299437] [ 0.15436625 0.64953623 0.40675001 0.82118526 0.46831842] [ 0.22121879 0.72768385 0.42500259 0.82625473 0.41001977] [ 0.72776434 0.45789532 0.40556886 0.26666288 0.34494185] [ 0.62170799 0.35654989 0.57265213 0.69744212 0.39983081] [ 0.18957441 0.66866193 0.30288594 0.90466003 0.49149788] [ 0.23972034 0.69163482 0.34477456 0.77361784 0.49614463] [ 0.82330649 0.4362394 0.51856671 0.39084284 0.30062412] [ 0.6542389 0.4064558 0.39693692 0.44945064 0.60996697] [ 0.76650533 0.4680101 0.4603163 0.38143918 0.39826328] [ 0.72835738 0.34182768 0.63408185 0.5176266 0.38422554] [ 0.82192454 0.38674855 0.59301832 0.23116505 0.41165514] [ 0.43322961 0.5796449 0.51109943 0.65065741 0.44076031] [ 0.82104478 0.38735373 0.4821477 0.33125499 0.48729606] [ 0.68279666 0.47575443 0.50182017 0.44411675 0.42264147] [ 0.34710208 0.58430819 0.40634051 0.65344034 0.45234219] [ 0.46731227 0.64113534 0.52686469 0.75629605 0.5491955 ] [ 0.19764251 0.68721656 0.37776523 0.79726772 0.60065728] [ 0.33754073 0.46434758 0.60740984 0.77053109 0.35545581] [ 0.33601411 0.54481961 0.35689806 0.46390824 0.52290121] [ 0.86015204 0.35005466 0.57786859 0.23147909 0.34759694] [ 0.90271685 0.45338104 0.50053415 0.29484685 0.33193247] [ 0.3910357 0.63813779 0.46199964 0.76147339 0.5386378 ] [ 0.80071185 0.33079504 0.56132982 0.21631331 0.40010749] [ 0.42239232 0.56007203 0.42962185 0.58718224 0.49144884] [ 0.24787766 0.56111464 0.43324855 0.84715961 0.51849912] [ 0.7437388 0.43431813 0.58330132 0.61190979 0.40289396] [ 0.56080013 0.5719179 0.53701441 0.55108587 0.52284003] [ 0.67643867 0.50208973 0.50953646 0.3672392 0.48734967] [ 0.52772681 0.52948097 0.58636634 0.72789595 0.40460595] [ 0.82035052 0.24679795 0.46348909 0.24476945 0.34869307] [ 0.54224093 0.52118388 0.56914229 0.58821009 0.51370623] [ 0.72883467 0.38429892 0.62142633 0.45268746 0.40198905] [ 0.65631486 0.51506452 0.59689611 0.43556649 0.48625738] [ 0.71607033 0.47080602 0.58484083 0.31326629 0.42531549] [ 0.35580801 0.44404209 0.64271317 0.66131685 0.54326905] [ 0.73183662 0.31668561 0.51884054 0.53660088 0.38781672] [ 0.62033119 0.32498757 0.53153178 0.31372742 0.49168615] [ 0.41069146 0.60659729 0.56249367 0.51122148 0.33792633] [ 0.73735546 0.51772355 0.55658536 0.47291009 0.39900527] [ 0.64683095 0.53982114 0.49309756 0.33449911 0.39720239] [ 0.41680698 0.52347168 0.47388523 0.58889575 0.50725713] [ 0.50233578 0.52467993 0.46083794 0.66563399 0.443257 ] [ 0.70664786 0.34598799 0.58930095 0.65185484 0.41146833] [ 0.53385914 0.45846155 0.53614523 0.50247505 0.54929609] [ 0.33004977 0.54679714 0.36905099 0.78664734 0.5074545 ] [ 0.10477865 0.67547584 0.39788363 0.89983162 0.42145303] [ 0.61719206 0.54779429 0.45679547 0.29355793 0.43553533] [ 0.09651952 0.68472844 0.43026933 0.92932054 0.48678544] [ 0.16327108 0.49050305 0.48569384 0.91226079 0.7116119 ] [ 0.83021305 0.50134451 0.25572289 0.40474914 0.30241127] [ 0.43487548 0.56099521 0.44683546 0.68064519 0.47202372] Progress: 35.5% ... Training loss: 0.556 ... Validation loss: 0.940[ 0.30760674 0.56107081 0.58437741 0.66937217 0.57551391] [ 0.66793236 0.43557992 0.5075649 0.29926034 0.37447789] [ 0.16146414 0.61566137 0.45834112 0.80009514 0.61222811] [ 0.36192326 0.66191239 0.44396418 0.68202179 0.44566655] [ 0.49887194 0.5372658 0.3667442 0.73975195 0.28402043] [ 0.62777569 0.53409863 0.41605643 0.53020217 0.35426207] [ 0.80048677 0.40420662 0.56030863 0.33570773 0.4740474 ] [ 0.77809731 0.28487182 0.45319643 0.18114952 0.34022615] [ 0.3955094 0.54985953 0.42237827 0.68190338 0.36247821] [ 0.67083459 0.45332904 0.43103573 0.58194748 0.52938768] [ 0.46440245 0.40196787 0.56628787 0.48577321 0.45139963] [ 0.75271336 0.41057078 0.52170212 0.3410782 0.29881239] [ 0.16816541 0.68035484 0.30486317 0.77695844 0.52575118] [ 0.59305599 0.50717676 0.52551877 0.27534029 0.48236948] [ 0.45483571 0.56463524 0.48711562 0.40706169 0.39483211] [ 0.10303762 0.62013846 0.44086007 0.92500846 0.50167821] [ 0.41751958 0.49596764 0.38595892 0.54927359 0.4463165 ] [ 0.46440245 0.40196787 0.56628787 0.48577321 0.45139963] [ 0.76351718 0.43559215 0.59721729 0.14707524 0.48569886] [ 0.56043911 0.48751674 0.52260516 0.75057529 0.41465221] [ 0.42927887 0.48022742 0.63058195 0.7190128 0.54112557] [ 0.89063118 0.36720273 0.60575875 0.28909487 0.31352644] [ 0.26086248 0.61042767 0.41906776 0.8659523 0.49532955] [ 0.56355149 0.38080626 0.57828128 0.44007685 0.63314749] [ 0.50417109 0.57430719 0.54074743 0.64237725 0.4470716 ] [ 0.42887973 0.49143995 0.50560088 0.69331637 0.32643434] [ 0.55342143 0.54915203 0.31443547 0.35675722 0.40991472] [ 0.31353265 0.61646041 0.53392889 0.54132573 0.5390382 ] [ 0.59618964 0.46150924 0.54022656 0.53885473 0.49547239] [ 0.19983589 0.55106324 0.30117882 0.83710427 0.51055228] [ 0.77648845 0.49774385 0.39057416 0.49344492 0.42763271] [ 0.8538654 0.34992039 0.55299079 0.10777969 0.42049359] [ 0.49992683 0.56059251 0.40235434 0.67592154 0.35931608] [ 0.61504933 0.42831837 0.49125431 0.27250284 0.43013144] [ 0.45441161 0.50963376 0.50929073 0.37299631 0.41099937] [ 0.68320436 0.49138954 0.60710236 0.41162261 0.46409826] [ 0.37758401 0.65223747 0.42356947 0.61182729 0.4190817 ] [ 0.61384917 0.48265528 0.50242233 0.41548415 0.53406041] [ 0.63569198 0.3956811 0.56926654 0.30740562 0.40932448] [ 0.38264908 0.55694852 0.39809508 0.64020954 0.45379756] [ 0.48934963 0.49751984 0.40327672 0.46503325 0.36826078] [ 0.26732412 0.61647208 0.45629422 0.90289702 0.56073909] [ 0.48302809 0.50204348 0.33917674 0.43673331 0.44217025] [ 0.54967055 0.45240869 0.48225185 0.78138589 0.42593615] [ 0.72888254 0.4414801 0.49586028 0.45074639 0.42213755] [ 0.67234876 0.47279503 0.48307176 0.35627953 0.48392268] [ 0.50718128 0.50686192 0.43966873 0.37176909 0.36948949] [ 0.36975431 0.59560665 0.46842682 0.82711867 0.4745009 ] [ 0.56753704 0.35909946 0.56583124 0.36671198 0.35046453] [ 0.86447245 0.32246574 0.44743367 0.3225876 0.37987511] [ 0.71522282 0.53352819 0.47563504 0.49807318 0.45063636] [ 0.10789578 0.53470819 0.54267049 0.86528662 0.58694451] [ 0.58889298 0.42106694 0.61159393 0.3499135 0.58001884] [ 0.35488767 0.60465362 0.49145474 0.80278514 0.5948963 ] [ 0.23009828 0.56487335 0.49120259 0.79837805 0.54959776] [ 0.26574031 0.57687981 0.39964752 0.85004341 0.37128324] [ 0.71836131 0.52028117 0.53404683 0.49820336 0.39531661] [ 0.18566605 0.67938309 0.34761696 0.73668356 0.47047018] [ 0.56467847 0.41127574 0.57800523 0.62480014 0.35380348] [ 0.58392399 0.3919285 0.48763261 0.36802187 0.40018137] [ 0.70450319 0.48889452 0.38253985 0.44858769 0.40121117] [ 0.78198596 0.4225107 0.38141166 0.39577225 0.43518481] [ 0.77346967 0.48835398 0.54702297 0.36014618 0.4253176 ] [ 0.42059995 0.61782979 0.5271749 0.60336587 0.51379122] [ 0.87010892 0.428122 0.42426758 0.26077102 0.23215327] [ 0.78715342 0.49169849 0.56140991 0.23456438 0.46463538] [ 0.49810443 0.6452657 0.41607497 0.64985369 0.30654789] [ 0.46228683 0.49187079 0.59576969 0.36890304 0.47718969] [ 0.7987648 0.50292242 0.55729358 0.32886462 0.45377955] [ 0.32525593 0.63683756 0.44208509 0.59499152 0.3905752 ] [ 0.7555143 0.44696612 0.54578468 0.23020433 0.47003123] [ 0.50612928 0.62337707 0.38552286 0.69053472 0.33416631] [ 0.48302809 0.50204348 0.33917674 0.43673331 0.44217025] [ 0.35974609 0.58188261 0.49349997 0.47530573 0.54080668] [ 0.51858513 0.4178679 0.45269455 0.6430188 0.49328348] [ 0.39694644 0.6471485 0.27317719 0.70207245 0.41468308] [ 0.72848493 0.40368358 0.5716416 0.66595189 0.30914337] [ 0.66633192 0.52191414 0.4648701 0.63120673 0.44059247] [ 0.18333997 0.50520857 0.47115182 0.85639142 0.62608462] [ 0.20923072 0.69041748 0.36390312 0.69465978 0.52872524] [ 0.46619768 0.45075493 0.49786423 0.52918628 0.487122 ] [ 0.11390447 0.58946366 0.54320695 0.90440231 0.62870219] [ 0.19107894 0.55587303 0.49619382 0.89782916 0.6257781 ] [ 0.31588649 0.56416365 0.43986898 0.52761572 0.4964427 ] [ 0.55842185 0.54912713 0.3307626 0.34997733 0.39091353] [ 0.67030899 0.44443246 0.64606734 0.52135139 0.41524773] [ 0.88365702 0.36776875 0.44402155 0.13628951 0.40388137] [ 0.79267847 0.43859102 0.39744129 0.40869099 0.53993299] [ 0.6521902 0.67550112 0.40711158 0.59279045 0.41968948] [ 0.70415945 0.34733719 0.4043209 0.24995911 0.34393774] [ 0.77223945 0.40744166 0.40382175 0.21478904 0.2685713 ] [ 0.86447245 0.32246574 0.44743367 0.3225876 0.37987511] [ 0.42550447 0.55835946 0.5503181 0.75080607 0.52513775] [ 0.76414182 0.41034979 0.50268726 0.18931902 0.41314835] [ 0.56926231 0.66266209 0.39700618 0.4855211 0.32043137] [ 0.31233588 0.62729517 0.29386998 0.79217301 0.4303484 ] [ 0.71227153 0.54165057 0.57660087 0.49407136 0.4403302 ] [ 0.43168853 0.70008568 0.43649583 0.61263901 0.46126627] [ 0.57589968 0.37700755 0.5561928 0.74517781 0.46639368] [ 0.52018838 0.69133099 0.55699539 0.65097078 0.56712428] [ 0.38086355 0.44887952 0.63255657 0.71330768 0.48007977] [ 0.7591311 0.45432621 0.55564047 0.3881857 0.34894947] [ 0.78423586 0.46766182 0.56967951 0.36624098 0.40992447] [ 0.65743166 0.5636219 0.24908916 0.50453403 0.32988621] [ 0.32682682 0.56784109 0.45632985 0.71762339 0.49920903] [ 0.5665692 0.59434158 0.53004359 0.39692987 0.53016709] [ 0.44245273 0.52802416 0.52858211 0.51358281 0.48355429] [ 0.59021651 0.47572559 0.60351697 0.48483507 0.41332788] [ 0.8935384 0.31506358 0.47515175 0.19606521 0.39723828] [ 0.80798936 0.35053068 0.52197204 0.28893736 0.39443015] [ 0.4694559 0.63232147 0.39334341 0.76995495 0.50192321] [ 0.70711168 0.59196705 0.38458172 0.44029353 0.4171015 ] [ 0.74887112 0.34622458 0.5058697 0.21275231 0.46676954] [ 0.58766157 0.42075209 0.45894129 0.288754 0.54049318] [ 0.44766935 0.55499828 0.3637584 0.66079583 0.31316858] [ 0.84022378 0.47794083 0.5019085 0.27381797 0.33777985] [ 0.48139328 0.30987435 0.48797538 0.49018449 0.42428823] [ 0.1876339 0.52589185 0.36702601 0.91175804 0.43997246] [ 0.82526473 0.49662292 0.65005544 0.13290316 0.45839911] [ 0.65798441 0.52325315 0.62600831 0.33633891 0.43491971] [ 0.29078339 0.63389841 0.33249611 0.52883552 0.52609833] [ 0.56547281 0.48326073 0.37212384 0.58475447 0.39824199] [ 0.17604258 0.66024647 0.47677097 0.68462804 0.59080815] [ 0.59618964 0.46150924 0.54022656 0.53885473 0.49547239] [ 0.43117948 0.49626724 0.51313622 0.5533592 0.41810215] [ 0.27864598 0.48518164 0.49895402 0.78062752 0.46327841] [ 0.34910866 0.54008266 0.32785797 0.66709471 0.44573598] [ 0.92147327 0.32493039 0.61606731 0.11539892 0.28741435] Progress: 35.5% ... Training loss: 0.556 ... Validation loss: 0.936[ 0.78211153 0.44788966 0.426333 0.27154609 0.33578308] [ 0.57828639 0.56760062 0.41575482 0.60272715 0.3341993 ] [ 0.78108247 0.28117482 0.61843974 0.19120352 0.36141319] [ 0.63401515 0.52474695 0.58195644 0.44741954 0.4494023 ] [ 0.56722571 0.48718865 0.39463884 0.50395521 0.45665555] [ 0.19612945 0.47876454 0.5362357 0.74221629 0.53090626] [ 0.62287797 0.38353458 0.60651919 0.52818484 0.34278501] [ 0.74992262 0.5829754 0.41138488 0.32748869 0.50692089] [ 0.45459817 0.55838173 0.34562578 0.59142356 0.4975939 ] [ 0.81024303 0.32537569 0.51249975 0.25573333 0.32118011] [ 0.58791978 0.47112298 0.55974465 0.69840583 0.39111874] [ 0.2936064 0.70662817 0.31908368 0.79394539 0.45228032] [ 0.51211891 0.6226041 0.60976248 0.58847497 0.46246791] [ 0.85675352 0.45582628 0.53610672 0.18615059 0.36403978] [ 0.71989539 0.47022361 0.52417302 0.52662637 0.39207132] [ 0.60728831 0.5905412 0.36975668 0.41871404 0.360889 ] [ 0.45856842 0.55411633 0.39556619 0.46801156 0.38678381] [ 0.78018757 0.39924515 0.56314232 0.31981721 0.46883075] [ 0.51151471 0.38378018 0.51271419 0.51102672 0.61622671] [ 0.85311977 0.34857727 0.51962585 0.30094673 0.35386137] [ 0.84337224 0.57043934 0.50106441 0.29678752 0.37858947] [ 0.28895006 0.53130114 0.37111109 0.77454236 0.4598782 ] [ 0.80726675 0.45303896 0.55442839 0.2112994 0.3449401 ] [ 0.22956043 0.46189498 0.41607293 0.78401347 0.45104071] [ 0.84840425 0.3943991 0.57703333 0.27728994 0.45088732] [ 0.85140414 0.25229119 0.71289574 0.15338002 0.46061536] [ 0.46317568 0.37322307 0.45672282 0.73502319 0.36498266] [ 0.69962045 0.50354136 0.5239797 0.44036886 0.52181753] [ 0.74820485 0.46606491 0.53344353 0.50265096 0.3529182 ] [ 0.37107604 0.47142302 0.56701602 0.75795002 0.5270721 ] [ 0.58980139 0.44869331 0.51717835 0.67808473 0.4967742 ] [ 0.213327 0.50766221 0.39689255 0.76937793 0.51865228] [ 0.15908945 0.57817652 0.30208625 0.76460652 0.53181964] [ 0.36849757 0.59763266 0.30808102 0.50641858 0.41213866] [ 0.63603739 0.42630949 0.42945719 0.50914683 0.42760828] [ 0.62009959 0.40842924 0.35768579 0.35397928 0.42250026] [ 0.28216386 0.6950013 0.41239938 0.74109544 0.50743801] [ 0.35974742 0.54980672 0.44718504 0.74784835 0.47312502] [ 0.5142784 0.55743593 0.41209588 0.68115558 0.55566173] [ 0.30446535 0.6258644 0.41353051 0.72382856 0.44672042] [ 0.2242611 0.50375225 0.56184766 0.86159539 0.6219855 ] [ 0.7472912 0.41304872 0.42372092 0.44581033 0.47563222] [ 0.68239751 0.565124 0.32872856 0.54587779 0.53240152] [ 0.58444997 0.41363721 0.50692992 0.32564906 0.55845177] [ 0.31174659 0.48671165 0.62484191 0.77852937 0.46257922] [ 0.31861735 0.57097105 0.32799587 0.8202534 0.33253548] [ 0.60473741 0.4191273 0.61236786 0.30207273 0.50396989] [ 0.60712647 0.44588589 0.36474608 0.63971478 0.47367875] [ 0.67625869 0.36858423 0.59620022 0.63514185 0.29494017] [ 0.43655955 0.45833017 0.44170753 0.4925711 0.33741382] [ 0.70027476 0.45664634 0.57974347 0.66756011 0.34255037] [ 0.15651594 0.63800643 0.45341805 0.9066993 0.53490781] [ 0.39780945 0.52847276 0.43287127 0.87776715 0.44594456] [ 0.74626429 0.37447597 0.65049371 0.1701846 0.52765951] [ 0.50352959 0.67533021 0.59646712 0.57329863 0.5972629 ] [ 0.72757552 0.57660077 0.5225314 0.49220109 0.44147227] [ 0.62256532 0.44827322 0.60352347 0.59227938 0.40892256] [ 0.53107883 0.45780871 0.60416024 0.68379287 0.50466293] [ 0.50097612 0.57129039 0.48909779 0.47110026 0.43371163] [ 0.23975116 0.63696727 0.48487702 0.667774 0.47372456] [ 0.36325615 0.63430751 0.4861747 0.62781852 0.51102546] [ 0.9086864 0.29008539 0.40724418 0.15761842 0.35929493] [ 0.20504952 0.67244087 0.308716 0.7306384 0.56260739] [ 0.16734748 0.65134296 0.31419484 0.6843408 0.5398588 ] [ 0.23060893 0.55201609 0.3877424 0.80539459 0.61409182] [ 0.31691502 0.67117738 0.30494297 0.69041387 0.50252454] [ 0.6105444 0.44058252 0.54765909 0.3926805 0.3601957 ] [ 0.12046425 0.57243533 0.38660925 0.77209679 0.62306302] [ 0.37136593 0.52556599 0.49481287 0.65632265 0.39239363] [ 0.73603439 0.39725852 0.37646487 0.47681073 0.46685935] [ 0.58042808 0.47494721 0.59149979 0.60209591 0.36679315] [ 0.3880832 0.58150553 0.54064948 0.58848186 0.58238978] [ 0.46580652 0.63796036 0.42559979 0.63970516 0.3360855 ] [ 0.47775034 0.6052858 0.40182684 0.46165323 0.58731956] [ 0.49901195 0.46181278 0.44433196 0.56843899 0.5722071 ] [ 0.8563323 0.35990611 0.499022 0.35776677 0.36174922] [ 0.6097292 0.36478037 0.55244433 0.22680659 0.36217543] [ 0.8026823 0.30066364 0.56192686 0.32406267 0.4052422 ] [ 0.28208024 0.65575243 0.37323016 0.7604166 0.50666064] [ 0.87139351 0.32636924 0.54291503 0.1176393 0.38194705] [ 0.59020428 0.47984458 0.458533 0.51733906 0.33909663] [ 0.78168118 0.36128082 0.57771362 0.22463447 0.44695959] [ 0.7464772 0.4198776 0.60134675 0.34980779 0.31691373] [ 0.4875923 0.47281642 0.49593362 0.51239117 0.61302452] [ 0.57405193 0.35837846 0.49165388 0.6314689 0.39410627] [ 0.73325779 0.43148922 0.56401091 0.22902913 0.4415686 ] [ 0.81355943 0.46983751 0.44751194 0.19795061 0.25341371] [ 0.64078382 0.5211109 0.5061657 0.51710752 0.45162564] [ 0.8614086 0.29554308 0.45381885 0.16770106 0.31084903] [ 0.64049216 0.38179478 0.59218557 0.36271022 0.5175569 ] [ 0.43561875 0.59424139 0.36819856 0.61746411 0.42969148] [ 0.42007116 0.39856356 0.58481184 0.75584858 0.5020909 ] [ 0.3592074 0.58238137 0.37581051 0.86137831 0.37248814] [ 0.55324275 0.49082394 0.59680453 0.66838877 0.41232991] [ 0.1546903 0.58821829 0.39851708 0.9017813 0.5481617 ] [ 0.76320964 0.4513769 0.36474432 0.35489081 0.33133162] [ 0.53555597 0.55116462 0.41632807 0.43365436 0.4234462 ] [ 0.31182828 0.51460163 0.43782024 0.54531806 0.55504997] [ 0.87645203 0.40399951 0.46820721 0.27937897 0.35683565] [ 0.53997439 0.40544454 0.60504247 0.59378252 0.451793 ] [ 0.09542166 0.60082573 0.52694452 0.897317 0.60390832] [ 0.20047687 0.51669676 0.40064744 0.8589255 0.48749114] [ 0.61105167 0.36735166 0.6441867 0.63568613 0.41984746] [ 0.50383263 0.43468694 0.48102797 0.72850877 0.43222055] [ 0.78446874 0.46301789 0.56027283 0.29342622 0.43497141] [ 0.65943477 0.52675718 0.48063981 0.42968687 0.4904644 ] [ 0.10237451 0.59509458 0.47257174 0.68045879 0.6995983 ] [ 0.67371403 0.3911192 0.52125816 0.28764155 0.55119406] [ 0.41866112 0.52262942 0.55724919 0.77322398 0.39346713] [ 0.18211929 0.55837973 0.37357476 0.93252834 0.55630615] [ 0.89034353 0.27571051 0.66804726 0.13172804 0.42523292] [ 0.55667579 0.47441692 0.53467956 0.7439537 0.40359353] [ 0.42863261 0.52774297 0.48103965 0.84876211 0.41958685] [ 0.55697525 0.54990879 0.43209504 0.5455767 0.32235513] [ 0.31150956 0.6116672 0.37078395 0.80007804 0.31950636] [ 0.87900914 0.39779362 0.29088283 0.24868435 0.29215437] [ 0.35845171 0.5701507 0.44927848 0.62945916 0.4067087 ] [ 0.74224161 0.42898241 0.52954913 0.34079523 0.40414174] [ 0.51134372 0.54730917 0.46418153 0.68449556 0.28891565] [ 0.81948173 0.34012097 0.6421232 0.15654605 0.30310753] [ 0.71502335 0.4188653 0.53266338 0.34084483 0.51736328] [ 0.73455978 0.37224105 0.54474525 0.22762175 0.47189604] [ 0.14922819 0.59348988 0.52559041 0.90743932 0.55041369] [ 0.5508406 0.38644636 0.45748084 0.47169446 0.66100616] [ 0.21393067 0.56068535 0.53620629 0.74756979 0.57289499] [ 0.71042965 0.5340211 0.43029748 0.43216284 0.39323384] [ 0.11137614 0.61475833 0.44713071 0.92493798 0.50791721] [ 0.54117764 0.47832147 0.43442218 0.55648105 0.43599693] Progress: 35.5% ... Training loss: 0.555 ... Validation loss: 0.932[ 0.62202266 0.52287437 0.55262033 0.45729181 0.40519223] [ 0.60354798 0.35242291 0.61391719 0.53435057 0.4912444 ] [ 0.36611372 0.45380695 0.57065982 0.81804723 0.59719581] [ 0.87467545 0.33799251 0.57399269 0.11310116 0.30194587] [ 0.54010946 0.49674665 0.47200256 0.58625226 0.38396507] [ 0.34383381 0.59865147 0.46586963 0.79758556 0.39471128] [ 0.67381531 0.57780544 0.61913604 0.55101534 0.41368575] [ 0.82081722 0.3037215 0.63993692 0.21921671 0.45018068] [ 0.90582457 0.33740207 0.61695135 0.12704625 0.36361446] [ 0.60752697 0.46715323 0.63159535 0.7310648 0.40827182] [ 0.70443748 0.46606751 0.60451479 0.42860823 0.45881003] [ 0.17161669 0.55397407 0.48514379 0.83474798 0.49757063] [ 0.66749275 0.43198712 0.46437944 0.52347733 0.4400941 ] [ 0.60175978 0.41881354 0.47722795 0.64008553 0.31897855] [ 0.58773993 0.53742396 0.47692683 0.42070728 0.39245241] [ 0.48817694 0.50260713 0.55526033 0.77220589 0.34182632] [ 0.75491737 0.6041517 0.39662455 0.4996806 0.34813473] [ 0.59617284 0.57102748 0.5340131 0.55007954 0.45314146] [ 0.74543822 0.37523236 0.46197089 0.2808803 0.30414983] [ 0.4359099 0.45876477 0.44152655 0.49303629 0.33753892] [ 0.1487749 0.519283 0.33117196 0.87400142 0.52274453] [ 0.76950915 0.55400438 0.46541392 0.56935402 0.37433331] [ 0.7528601 0.48721865 0.48164831 0.42223367 0.3771879 ] [ 0.37404574 0.48702326 0.56823458 0.55301724 0.56822678] [ 0.67115467 0.52110338 0.44943134 0.41204483 0.37955737] [ 0.88625338 0.29092351 0.49657192 0.17549592 0.36736374] [ 0.46346197 0.62770969 0.39266621 0.64604614 0.47127824] [ 0.2334781 0.49160774 0.34672708 0.68836416 0.57263539] [ 0.55579734 0.60276518 0.43335206 0.55946809 0.406722 ] [ 0.72906217 0.58699767 0.46446704 0.38745787 0.39865684] [ 0.3935733 0.46118615 0.47987222 0.67196545 0.48897968] [ 0.85839883 0.33748384 0.48932234 0.32727075 0.43541821] [ 0.89037837 0.29069689 0.51769634 0.25393578 0.38221297] [ 0.70878708 0.53495875 0.52414041 0.49383167 0.4031689 ] [ 0.2859042 0.52951447 0.51070251 0.83892309 0.52577343] [ 0.06168349 0.637724 0.41043971 0.95079934 0.66467386] [ 0.8362926 0.43740159 0.42697167 0.36827158 0.35657184] [ 0.53831426 0.42586852 0.52885266 0.60298187 0.4225149 ] [ 0.42157449 0.62637034 0.32109115 0.80966634 0.62013659] [ 0.75446879 0.30796382 0.47791838 0.29936156 0.45567981] [ 0.25382635 0.6577573 0.53424432 0.63149983 0.5199891 ] [ 0.6339979 0.47845796 0.54894268 0.61412726 0.40485245] [ 0.75511684 0.30829821 0.60337136 0.28374476 0.36457739] [ 0.82151781 0.25960752 0.60524476 0.13461234 0.39484032] [ 0.65935859 0.43592381 0.4938029 0.30360911 0.42452095] [ 0.5537132 0.46903277 0.64100084 0.41096485 0.50292279] [ 0.5925193 0.62954431 0.50161156 0.56473693 0.37386825] [ 0.39508185 0.41341572 0.54908717 0.79381076 0.45662619] [ 0.7399405 0.48263914 0.57394201 0.32639318 0.43493617] [ 0.7188244 0.42498566 0.58354917 0.32349183 0.51141433] [ 0.56175675 0.34340217 0.44588738 0.69943201 0.3666211 ] [ 0.61167521 0.33317462 0.56257423 0.24009225 0.39442909] [ 0.67800804 0.58811814 0.41743956 0.33631762 0.47447248] [ 0.28438729 0.5799917 0.54935712 0.77337955 0.47177603] [ 0.47539903 0.56309372 0.43511734 0.73093678 0.44362855] [ 0.28670641 0.58536853 0.46632137 0.74136625 0.50908781] [ 0.43570269 0.51107448 0.57545434 0.76429416 0.54059785] [ 0.47638566 0.52318744 0.5128003 0.33063393 0.45933931] [ 0.76116906 0.4091063 0.4419451 0.15126655 0.3869739 ] [ 0.63817451 0.35872202 0.57389036 0.60705768 0.4218365 ] [ 0.83584783 0.32638302 0.50175856 0.17290694 0.37181586] [ 0.51570753 0.4994193 0.50792959 0.44791315 0.39685345] [ 0.54600195 0.52901032 0.61975916 0.42052127 0.41376361] [ 0.42097791 0.65918102 0.26164959 0.78118271 0.38275082] [ 0.33831368 0.51277338 0.50037575 0.68489856 0.59608915] [ 0.59937894 0.51539858 0.53963895 0.71882309 0.32064745] [ 0.75678903 0.54955938 0.60117075 0.48896668 0.38929781] [ 0.76058817 0.39943614 0.59059736 0.40473812 0.41685549] [ 0.28115999 0.56234245 0.57984987 0.74342213 0.57476899] [ 0.75122521 0.44209805 0.41487276 0.24761503 0.30379179] [ 0.5123897 0.49209421 0.41184642 0.62677807 0.45286284] [ 0.11313575 0.6230307 0.50011716 0.91298644 0.51751478] [ 0.73547689 0.38620454 0.59451243 0.3291903 0.43222736] [ 0.53047957 0.48489039 0.48626851 0.52271938 0.3879518 ] [ 0.49669346 0.57139914 0.49882272 0.52458964 0.56497461] [ 0.08392622 0.59941079 0.47613055 0.91644606 0.63605814] [ 0.48307099 0.40161253 0.54801208 0.76519912 0.43957313] [ 0.44376822 0.51181672 0.50244145 0.52217472 0.48108046] [ 0.62241941 0.45747815 0.55033408 0.50801033 0.32854801] [ 0.86343056 0.46469252 0.42107632 0.4046182 0.36292709] [ 0.80212574 0.47025199 0.50871278 0.33540578 0.36750044] [ 0.52815 0.5393624 0.66945206 0.48449587 0.39362132] [ 0.50580326 0.32383496 0.453897 0.68697345 0.39974557] [ 0.43349545 0.60715932 0.36315226 0.64927327 0.48872821] [ 0.29058146 0.73719358 0.36113603 0.83208666 0.52364974] [ 0.80345401 0.3064092 0.65333547 0.19813106 0.44916466] [ 0.22064803 0.5667951 0.37349406 0.80993185 0.54550261] [ 0.62723366 0.39215821 0.57531065 0.34062144 0.46263573] [ 0.82151781 0.25960752 0.60524476 0.13461234 0.39484032] [ 0.53843731 0.54547529 0.53665652 0.66760318 0.41363175] [ 0.83659047 0.39298596 0.48774851 0.30922561 0.43988513] [ 0.18762985 0.73271398 0.34788522 0.78283584 0.50846408] [ 0.47418276 0.56107136 0.46821903 0.46331898 0.44261127] [ 0.36037948 0.67573133 0.33536513 0.80757339 0.49923617] [ 0.5976919 0.4257319 0.51221605 0.45277361 0.40588152] [ 0.46388887 0.62648823 0.52000398 0.4693202 0.36651094] [ 0.46685512 0.53716752 0.50918947 0.75209891 0.47080523] [ 0.3929002 0.60095231 0.50801515 0.53518426 0.59080462] [ 0.46602087 0.37108906 0.53963812 0.63876981 0.41266018] [ 0.26010091 0.5494231 0.47132055 0.79197072 0.44546199] [ 0.31984388 0.50810498 0.47830726 0.87945201 0.52974701] [ 0.47208181 0.5176798 0.50642535 0.47749131 0.43704239] [ 0.45375529 0.62958079 0.43671715 0.65115207 0.43035805] [ 0.79168042 0.35004554 0.57076734 0.19580113 0.47907253] [ 0.66983811 0.47420057 0.56700267 0.29494987 0.42845899] [ 0.77061551 0.37568947 0.57684893 0.27171438 0.48313033] [ 0.79362082 0.47136558 0.41895132 0.33758259 0.45187494] [ 0.7838061 0.46176546 0.54479024 0.36693024 0.28335604] [ 0.72747785 0.46415319 0.49274525 0.39461839 0.34941732] [ 0.68882022 0.39804944 0.38047691 0.46682912 0.5311422 ] [ 0.71981958 0.48653924 0.54238859 0.34252504 0.53440229] [ 0.58645995 0.42159572 0.45857415 0.28953602 0.54080193] [ 0.55508391 0.51380958 0.416829 0.61770917 0.39372286] [ 0.25881295 0.70200156 0.46121632 0.6513013 0.55312747] [ 0.5949082 0.40411718 0.423713 0.5520672 0.36890735] [ 0.84345496 0.46370138 0.47504378 0.33742616 0.4213812 ] [ 0.20730442 0.62953269 0.47910228 0.70549737 0.49536007] [ 0.54753432 0.42805649 0.42638125 0.47985535 0.47322808] [ 0.71496674 0.50204257 0.47118508 0.44567507 0.36433975] [ 0.65340277 0.44727705 0.51888544 0.34496754 0.51652952] [ 0.68634071 0.39296081 0.58763735 0.44790689 0.38250394] [ 0.81171131 0.41353514 0.4698259 0.27643792 0.3397154 ] [ 0.40514988 0.55521818 0.54318055 0.59218518 0.34111435] [ 0.76319589 0.48003485 0.58764512 0.29775319 0.35308011] [ 0.23549906 0.69459376 0.39689362 0.6794515 0.44098738] [ 0.18993682 0.69665933 0.53548392 0.75766614 0.59828968] [ 0.36824905 0.48253829 0.47581131 0.83733442 0.59620487] [ 0.28167685 0.57500158 0.42856969 0.7813793 0.55936914] Progress: 35.6% ... Training loss: 0.555 ... Validation loss: 0.935[ 0.59908136 0.3910066 0.54687104 0.58817065 0.34754877] [ 0.43099524 0.70433012 0.47976538 0.70611388 0.61166964] [ 0.49812135 0.53662796 0.57520209 0.47258634 0.51771698] [ 0.27112157 0.6717255 0.35245062 0.74361098 0.54909665] [ 0.40478294 0.50192493 0.32629604 0.63809341 0.35084279] [ 0.16348425 0.50029649 0.35523011 0.9495818 0.53268281] [ 0.71204938 0.51012649 0.56228091 0.37338958 0.44527919] [ 0.57172694 0.38558485 0.50800413 0.25175382 0.32321656] [ 0.75313157 0.46921399 0.67647402 0.33674962 0.36367856] [ 0.47022476 0.50713222 0.59994685 0.78485359 0.43186365] [ 0.43114474 0.5987052 0.49318618 0.67257536 0.59613415] [ 0.3556784 0.57637092 0.50182756 0.72166129 0.64855217] [ 0.42290609 0.6749941 0.29602916 0.70517384 0.48258509] [ 0.39587439 0.40788336 0.39191805 0.48905338 0.62108948] [ 0.80457555 0.37009223 0.67170949 0.25919351 0.39833921] [ 0.59452663 0.54239527 0.38167565 0.35228177 0.37618111] [ 0.79018931 0.4669368 0.47259238 0.31256465 0.43684283] [ 0.81219638 0.48650473 0.56626437 0.41221259 0.37544053] [ 0.13456337 0.75124244 0.39080876 0.87047491 0.6310568 ] [ 0.90470305 0.32140011 0.55808461 0.12388058 0.28915291] [ 0.51663601 0.44485744 0.53527906 0.4949246 0.42514071] [ 0.56676439 0.54859815 0.43143291 0.5496072 0.49079794] [ 0.87927805 0.39755472 0.29096186 0.24825439 0.29207073] [ 0.69641264 0.37599259 0.49092501 0.23180208 0.35244348] [ 0.71016335 0.37185355 0.52534713 0.27142629 0.49951372] [ 0.34648355 0.50683272 0.55396659 0.81669121 0.47157438] [ 0.54733721 0.51557904 0.49095673 0.55443035 0.5072423 ] [ 0.79571749 0.34088401 0.58661964 0.22206871 0.35637046] [ 0.41255861 0.48029594 0.61257254 0.64662944 0.50457798] [ 0.50223302 0.56750507 0.352944 0.65227275 0.43924842] [ 0.29693339 0.60624603 0.5308178 0.79344108 0.65318872] [ 0.36456257 0.49853659 0.49135585 0.69150746 0.5544951 ] [ 0.20963009 0.50660502 0.53091165 0.79078585 0.60789744] [ 0.31997655 0.5745247 0.42336887 0.74759353 0.58962831] [ 0.82816419 0.39869853 0.49473346 0.45092365 0.36687527] [ 0.53637681 0.49194798 0.51932599 0.46665231 0.46629687] [ 0.27811164 0.7249874 0.23803588 0.73092204 0.48059499] [ 0.3197576 0.40289643 0.49710882 0.70748001 0.48070103] [ 0.22119578 0.6906549 0.35553301 0.84999957 0.54453146] [ 0.74519813 0.44448639 0.5154833 0.31773986 0.51736478] [ 0.84501812 0.49286499 0.5012835 0.23897699 0.40444205] [ 0.66250916 0.49573425 0.43184136 0.54826517 0.42468274] [ 0.62356238 0.56484149 0.47281217 0.47031364 0.37723365] [ 0.67598171 0.44522038 0.55725996 0.20872641 0.54328062] [ 0.61163116 0.6788057 0.4339214 0.49423497 0.45520502] [ 0.40834089 0.48605164 0.5234438 0.63652613 0.53682269] [ 0.42729517 0.41350374 0.47157392 0.77670713 0.36749913] [ 0.67632426 0.46229308 0.47066656 0.36193854 0.41065494] [ 0.76850416 0.52760454 0.34464824 0.55235241 0.41883743] [ 0.58024853 0.49024429 0.39024525 0.58610632 0.3346162 ] [ 0.63104283 0.54553942 0.42508933 0.39644507 0.38462413] [ 0.37726902 0.61770095 0.48678287 0.33750605 0.46697387] [ 0.8487765 0.47336146 0.61156775 0.21956997 0.39289821] [ 0.39017532 0.58469852 0.33976085 0.66417065 0.5063083 ] [ 0.7550695 0.26852533 0.62261563 0.24527804 0.45446866] [ 0.2031359 0.71535022 0.38795421 0.73925842 0.57935211] [ 0.66559945 0.51902699 0.37417159 0.51522848 0.38698528] [ 0.89371509 0.31467603 0.47533966 0.19571641 0.39706796] [ 0.3701994 0.5456142 0.59467074 0.75244758 0.43247004] [ 0.71361363 0.55334946 0.64182905 0.54563766 0.40146736] [ 0.20940625 0.65281113 0.56290468 0.79935075 0.64142391] [ 0.44425457 0.43941845 0.52611907 0.53695055 0.60494462] [ 0.49776968 0.42883454 0.60866979 0.48176251 0.36327327] [ 0.80583687 0.44150256 0.42921344 0.18147377 0.27262806] [ 0.67278568 0.35646094 0.539349 0.66546712 0.397674 ] [ 0.76344886 0.47474731 0.41193178 0.4588341 0.4023653 ] [ 0.15158069 0.59928885 0.53152745 0.80818471 0.40444788] [ 0.31283017 0.62953784 0.64956306 0.61424246 0.55323474] [ 0.25240531 0.48558187 0.42341113 0.8293496 0.42535057] [ 0.80744931 0.34401203 0.52113731 0.32009234 0.36106381] [ 0.57837718 0.44226879 0.51566539 0.46318304 0.42243947] [ 0.61027892 0.40131155 0.4593907 0.1555512 0.32867529] [ 0.77853837 0.46541895 0.55519611 0.30718865 0.48308218] [ 0.64528324 0.41381814 0.57959716 0.44099263 0.46018273] [ 0.23049651 0.43033892 0.40836305 0.75950848 0.64268148] [ 0.48109307 0.55644733 0.5120712 0.45582952 0.44552868] [ 0.88281451 0.32519032 0.59130687 0.13443996 0.35051291] [ 0.19863742 0.65636627 0.41361891 0.58942738 0.47258617] [ 0.19283933 0.65008463 0.30962612 0.79179108 0.52772415] [ 0.57570542 0.45543607 0.53127231 0.66313817 0.31077643] [ 0.78789721 0.46004455 0.53351298 0.28279118 0.49067128] [ 0.29966531 0.61038404 0.52849973 0.90384492 0.54887816] [ 0.56400532 0.48213356 0.51906313 0.44607071 0.33424093] [ 0.76071462 0.58859096 0.53652976 0.43620804 0.44440398] [ 0.59552396 0.51736542 0.64581109 0.56192992 0.42573228] [ 0.55493483 0.52449528 0.41538529 0.67773413 0.25901536] [ 0.4045236 0.62328944 0.37417642 0.61779353 0.46110991] [ 0.69330095 0.47124149 0.56637345 0.42306152 0.52498419] [ 0.6823391 0.45261512 0.46313688 0.25233239 0.32453643] [ 0.50869533 0.55736517 0.52356331 0.74496271 0.45557052] [ 0.82087664 0.28326472 0.54726173 0.30558178 0.44021483] [ 0.62352568 0.54369432 0.510899 0.60093678 0.37280497] [ 0.20948442 0.49098801 0.35907313 0.90673665 0.4885573 ] [ 0.67295922 0.56664114 0.67596289 0.47542253 0.49589169] [ 0.72938266 0.28913151 0.63408687 0.23787307 0.40918258] [ 0.49810902 0.54545407 0.42321598 0.4575151 0.51317353] [ 0.50372276 0.60595657 0.3570206 0.60148016 0.4557506 ] [ 0.44832354 0.57140003 0.52053018 0.56347302 0.43077016] [ 0.55251817 0.44801057 0.38760911 0.40442261 0.48745698] [ 0.3050036 0.56886649 0.44858029 0.61399654 0.44398968] [ 0.75329961 0.38104304 0.4274908 0.3544521 0.4659053 ] [ 0.76477905 0.52062898 0.42022481 0.30296022 0.4008672 ] [ 0.86525865 0.44008371 0.47741727 0.24130506 0.3752872 ] [ 0.31938972 0.53142225 0.60528846 0.6487099 0.54312379] [ 0.48196349 0.64668139 0.58224257 0.56867418 0.46668604] [ 0.51588472 0.3896696 0.51021477 0.72231185 0.47058906] [ 0.71050667 0.29324565 0.526171 0.29106209 0.48350841] [ 0.63470575 0.45065315 0.55063234 0.30842981 0.52834949] [ 0.2873871 0.64066385 0.31960032 0.81829255 0.5048128 ] [ 0.40071144 0.55411483 0.38666103 0.68571979 0.43906723] [ 0.35512001 0.46743681 0.465076 0.68831307 0.64454288] [ 0.40949087 0.38463081 0.48656531 0.78341296 0.47643444] [ 0.88440264 0.44601981 0.50306198 0.27618102 0.28206033] [ 0.64264214 0.55105482 0.69433223 0.36294431 0.4318372 ] [ 0.25965082 0.66537937 0.29825621 0.66649217 0.44694258] [ 0.80361824 0.30634742 0.65336615 0.19799676 0.449134 ] [ 0.32840419 0.58400715 0.35430915 0.57740761 0.44924885] [ 0.42732215 0.64055114 0.46993762 0.50893203 0.51996207] [ 0.52356841 0.5918091 0.35176027 0.48469187 0.37563933] [ 0.56714567 0.46271169 0.38684306 0.47140483 0.36986201] [ 0.60817837 0.59548824 0.36103922 0.56150477 0.37448794] [ 0.44374455 0.53089627 0.41739644 0.81019858 0.31891396] [ 0.22587597 0.72708593 0.51988843 0.83732874 0.65661777] [ 0.4480952 0.44749289 0.59489595 0.63033578 0.55156958] [ 0.53534418 0.49718895 0.51160031 0.77466229 0.40817756] [ 0.73729222 0.57480458 0.4591027 0.51852446 0.42142335] [ 0.69258305 0.39216724 0.41032211 0.25369831 0.31071836] [ 0.071502 0.56939913 0.49423911 0.91646577 0.65242043] Progress: 35.6% ... Training loss: 0.555 ... Validation loss: 0.934[ 0.5653647 0.46137915 0.55567129 0.46213373 0.5052117 ] [ 0.22178664 0.56637192 0.37365476 0.80933918 0.54536186] [ 0.34490643 0.68706673 0.44963148 0.81808489 0.57685912] [ 0.35292292 0.58317813 0.34469367 0.69838853 0.53181756] [ 0.74835379 0.36555209 0.56137097 0.28429528 0.58778988] [ 0.12567855 0.53034848 0.57916287 0.91604189 0.69796665] [ 0.65105479 0.47665726 0.40602458 0.56842986 0.42728983] [ 0.78782532 0.41069075 0.41079654 0.46627263 0.4424156 ] [ 0.50283995 0.38810631 0.66501185 0.62988472 0.51168368] [ 0.71994821 0.36182136 0.65555315 0.45415628 0.36821559] [ 0.40497722 0.40223517 0.50166751 0.69525732 0.38839818] [ 0.76846269 0.35716463 0.488192 0.388497 0.38564688] [ 0.64088852 0.39340829 0.6293259 0.57821145 0.41929337] [ 0.64112924 0.49729286 0.59393634 0.63291036 0.36748221] [ 0.82190114 0.47215236 0.57822616 0.17234223 0.38271792] [ 0.51904375 0.47920532 0.44654173 0.57000927 0.53978946] [ 0.44964765 0.47251747 0.46816122 0.39430802 0.46906395] [ 0.24980986 0.5538888 0.49955549 0.81024957 0.52172502] [ 0.21397783 0.63643608 0.37450658 0.90968835 0.41833121] [ 0.88294452 0.32282429 0.53942262 0.24025547 0.4218158 ] [ 0.37630308 0.58660225 0.37294799 0.52114433 0.52728141] [ 0.82625627 0.49060602 0.57022538 0.22750003 0.46942303] [ 0.72330824 0.5223788 0.54094657 0.37984735 0.52748819] [ 0.72141723 0.34092669 0.47631402 0.32942309 0.32167225] [ 0.68764002 0.47392259 0.53478023 0.72432838 0.36336253] [ 0.56734925 0.43916986 0.44462799 0.24800686 0.45878504] [ 0.48599608 0.52572772 0.4514287 0.76620838 0.41070995] [ 0.87337203 0.42040712 0.59880042 0.20158299 0.43659007] [ 0.36655227 0.5172185 0.51125703 0.80612723 0.51477541] [ 0.35127622 0.6364667 0.51234409 0.47005206 0.62062087] [ 0.50306805 0.45637828 0.3440293 0.52086287 0.42157961] [ 0.66603284 0.51894001 0.37420212 0.51498543 0.38696025] [ 0.10770922 0.55159745 0.54324775 0.9368522 0.71818498] [ 0.80410537 0.47629595 0.41906965 0.17095495 0.24633289] [ 0.70980745 0.3719834 0.52528667 0.27158431 0.49955553] [ 0.58810469 0.46468827 0.54596489 0.58196337 0.35959738] [ 0.83183097 0.49333331 0.63563845 0.31117738 0.37375868] [ 0.52020913 0.51011237 0.45414649 0.44297489 0.49760729] [ 0.34546568 0.54916001 0.3744021 0.64782118 0.37372292] [ 0.79998854 0.40915464 0.37312272 0.1819301 0.30997332] [ 0.31283493 0.44247855 0.50861573 0.78576005 0.41786701] [ 0.38648708 0.623186 0.42515204 0.58746173 0.53105506] [ 0.49978481 0.53736509 0.36670598 0.73925543 0.28405752] [ 0.31675282 0.66170327 0.40244211 0.70593513 0.44691577] [ 0.16138416 0.50317698 0.43638479 0.84576819 0.50239774] [ 0.49347304 0.64166498 0.46965809 0.68569141 0.41606622] [ 0.38390755 0.48440795 0.37919584 0.55261848 0.39820963] [ 0.37339987 0.68361465 0.32677742 0.81134332 0.61448154] [ 0.86575283 0.43638912 0.55620171 0.16977472 0.39557784] [ 0.88437829 0.33859088 0.51074566 0.14170414 0.35194396] [ 0.36416044 0.46403855 0.55977996 0.5833484 0.42329727] [ 0.82306723 0.31349353 0.59107788 0.25459697 0.42085743] [ 0.90323368 0.4140349 0.48645989 0.17883564 0.39391109] [ 0.2612119 0.6002026 0.46935779 0.89084099 0.4740112 ] [ 0.24807428 0.63490559 0.46842894 0.81045055 0.45143351] [ 0.35615825 0.58461274 0.4293911 0.73917111 0.3746513 ] [ 0.86025255 0.37126111 0.63937737 0.23404646 0.41675781] [ 0.74213917 0.43861259 0.45557635 0.39427343 0.54644357] [ 0.54987209 0.48137163 0.46221085 0.5027015 0.59765933] [ 0.63564022 0.56887913 0.47658424 0.42648095 0.4337056 ] [ 0.89650731 0.25067979 0.66132981 0.11749343 0.42937762] [ 0.16432569 0.66986117 0.31790207 0.79732551 0.54005603] [ 0.71060673 0.32407138 0.56612543 0.33448518 0.50901573] [ 0.21272661 0.61902551 0.3921452 0.73256974 0.44470623] [ 0.73732931 0.38024125 0.59208872 0.23625204 0.33586088] [ 0.43261993 0.59587376 0.44536959 0.69423506 0.62417717] [ 0.84139056 0.42950827 0.49019809 0.15870609 0.34455142] [ 0.70600533 0.37712192 0.44706519 0.31727609 0.41797776] [ 0.5238437 0.50854201 0.56540557 0.5390485 0.36932241] [ 0.48329109 0.64554194 0.51030691 0.67130467 0.40145774] [ 0.62080326 0.67274119 0.35759264 0.68228113 0.35917697] [ 0.8978146 0.395672 0.53312768 0.1758887 0.28191014] [ 0.74937328 0.36912961 0.47845469 0.31147118 0.32120812] [ 0.60672176 0.61552591 0.31707189 0.58794627 0.30125545] [ 0.77546391 0.49048213 0.49700771 0.31101587 0.374848 ] [ 0.5599101 0.56032005 0.45554197 0.66874739 0.51589684] [ 0.86458374 0.30556548 0.49838398 0.248658 0.37313731] [ 0.50651418 0.62673296 0.41266228 0.52445238 0.47389588] [ 0.37758813 0.4576608 0.46736193 0.63763599 0.52812659] [ 0.45978843 0.55155326 0.50168345 0.6473371 0.58805041] [ 0.55085273 0.59176596 0.3384569 0.61196108 0.29286875] [ 0.60346955 0.44523689 0.61978608 0.35801986 0.4987255 ] [ 0.31198801 0.6429117 0.38577113 0.64336175 0.55095508] [ 0.71254446 0.54173192 0.57655882 0.49380636 0.44036345] [ 0.73598381 0.37419251 0.61676704 0.59564148 0.36904023] [ 0.40276258 0.52808144 0.49107423 0.73282175 0.36792301] [ 0.32054215 0.55957162 0.49500103 0.6671277 0.3302432 ] [ 0.59951629 0.5395877 0.53237606 0.4314473 0.60027265] [ 0.43803589 0.49538303 0.38920177 0.55880642 0.49902686] [ 0.72308617 0.56339821 0.51326218 0.36042111 0.59282715] [ 0.66188788 0.41517461 0.6270633 0.49278834 0.34722348] [ 0.16425706 0.7014549 0.39491839 0.75710001 0.57844224] [ 0.49136863 0.46285993 0.41881389 0.31833068 0.36777015] [ 0.84204744 0.43830209 0.36118985 0.40829535 0.39192414] [ 0.42077159 0.70231918 0.30728523 0.76254847 0.53682034] [ 0.49808767 0.5968344 0.55221421 0.56803659 0.47267829] [ 0.42256245 0.69060195 0.39978697 0.74086479 0.53195134] [ 0.22012828 0.57067822 0.41085327 0.7506123 0.45582809] [ 0.37723388 0.5273999 0.52936599 0.83221792 0.54829845] [ 0.61349102 0.39441271 0.50473616 0.42028659 0.40998115] [ 0.21428698 0.49386381 0.47380459 0.90146785 0.51563888] [ 0.40530634 0.54115429 0.42785912 0.72374695 0.65177365] [ 0.76837874 0.52758503 0.34465343 0.55237907 0.41884327] [ 0.7866009 0.29263257 0.5746431 0.29698565 0.43392381] [ 0.71774724 0.49492916 0.4679506 0.59415755 0.40749772] [ 0.44435966 0.46526027 0.52377054 0.64070263 0.41735658] [ 0.68056736 0.52775347 0.43107005 0.76397525 0.4375822 ] [ 0.57151366 0.40415722 0.57894994 0.3224517 0.4547899 ] [ 0.78401049 0.49230883 0.56839205 0.33208739 0.47726449] [ 0.87215867 0.53107354 0.4694575 0.3897601 0.35516246] [ 0.26490647 0.6507358 0.3440276 0.80359244 0.57835228] [ 0.54752467 0.48315937 0.42225613 0.40979546 0.51569369] [ 0.50868987 0.58014763 0.49968099 0.48034257 0.57881426] [ 0.73391582 0.34530498 0.6448505 0.27018464 0.47672709] [ 0.36192838 0.63831122 0.33718519 0.72951137 0.39107444] [ 0.47137208 0.50693435 0.60002706 0.78448889 0.43180204] [ 0.6887977 0.38078112 0.61905392 0.29385386 0.41220343] [ 0.21934789 0.6895938 0.34824888 0.83099477 0.57552601] [ 0.73819594 0.22167995 0.4640302 0.27941345 0.36935522] [ 0.72395087 0.48814393 0.45472669 0.4410773 0.43409512] [ 0.83367405 0.29784167 0.37189385 0.24449383 0.28135496] [ 0.64175302 0.57011141 0.4896426 0.59468759 0.48398079] [ 0.5394665 0.54515321 0.53679032 0.66702393 0.41352477] [ 0.6261553 0.5800114 0.35424872 0.46424948 0.36310824] [ 0.34286692 0.63135544 0.47570571 0.77289143 0.60480457] [ 0.64751876 0.54470633 0.40553724 0.40461732 0.38541174] [ 0.71852561 0.30086606 0.58119349 0.23851183 0.43392693] [ 0.71604136 0.49097819 0.34878245 0.29128056 0.2713588 ] Progress: 35.7% ... Training loss: 0.554 ... Validation loss: 0.936[ 0.37331532 0.53509836 0.46419725 0.72577418 0.3565751 ] [ 0.5989212 0.59346832 0.36799758 0.48634461 0.28328586] [ 0.8422265 0.34857254 0.5372519 0.19763772 0.42703091] [ 0.59532986 0.44150488 0.46195931 0.40404827 0.3199485 ] [ 0.73740983 0.40430345 0.45239205 0.29522036 0.35887781] [ 0.6215079 0.58995623 0.45413612 0.47837345 0.35165553] [ 0.67336728 0.43332748 0.61593579 0.48761992 0.33960642] [ 0.60343829 0.43769885 0.55409404 0.34816058 0.33823511] [ 0.61948467 0.40465795 0.54410444 0.65875571 0.32586106] [ 0.76396147 0.40969748 0.45020904 0.32028709 0.42986062] [ 0.55940722 0.56489744 0.37220777 0.44208573 0.39154178] [ 0.84887179 0.40854076 0.4334105 0.23474662 0.39501905] [ 0.5558307 0.3258467 0.57394863 0.50527303 0.61798307] [ 0.58123881 0.44779545 0.46832596 0.54233081 0.40272166] [ 0.43427144 0.59516946 0.44566947 0.69345055 0.62393521] [ 0.61618422 0.56667503 0.41429941 0.66661399 0.31879015] [ 0.46985961 0.52240309 0.50286725 0.46459899 0.55125733] [ 0.4542894 0.46623429 0.51629063 0.65370919 0.36422035] [ 0.56940351 0.48780308 0.5201287 0.44187496 0.38094276] [ 0.80541467 0.37181392 0.43657703 0.3333814 0.41413327] [ 0.84614361 0.352123 0.56448612 0.16381622 0.39390348] [ 0.61822053 0.54809646 0.45663766 0.29296287 0.43565662] [ 0.49475022 0.6613548 0.38140745 0.53574046 0.33955399] [ 0.44263054 0.47014473 0.4273449 0.75010152 0.39450225] [ 0.59744304 0.33448417 0.45042776 0.37271558 0.47337793] [ 0.72171045 0.35581192 0.58217594 0.24544538 0.53506405] [ 0.68656263 0.55058098 0.48464296 0.43834655 0.3564447 ] [ 0.8386536 0.43157131 0.62565629 0.2027941 0.46633801] [ 0.5582053 0.32249364 0.51879236 0.64955213 0.465891 ] [ 0.1708835 0.72361674 0.3750695 0.79796096 0.48745495] [ 0.3579358 0.53363127 0.49630089 0.74059207 0.61053978] [ 0.3352548 0.56631973 0.54881459 0.81436837 0.44283193] [ 0.80867849 0.52766047 0.31276769 0.46505123 0.33651766] [ 0.46594301 0.60253683 0.52950493 0.48314276 0.33813604] [ 0.73730886 0.53937492 0.42680742 0.22129798 0.33630214] [ 0.83889732 0.47875176 0.5015668 0.27473266 0.33800126] [ 0.1991035 0.70090348 0.31942063 0.76136182 0.43950969] [ 0.792232 0.33481549 0.57477813 0.26905318 0.46664455] [ 0.49531727 0.49450699 0.45346762 0.45762047 0.37544259] [ 0.35645754 0.52338306 0.50621626 0.64184532 0.49693296] [ 0.8821259 0.29953171 0.50015543 0.14140024 0.3559122 ] [ 0.57346045 0.48982407 0.61645626 0.57859776 0.47000542] [ 0.7350195 0.40702643 0.31326404 0.34321347 0.32996194] [ 0.64088916 0.4893757 0.47077887 0.46310596 0.36883917] [ 0.84410722 0.42659359 0.52797754 0.18458343 0.38434602] [ 0.72538991 0.43367245 0.46578291 0.22152742 0.39268497] [ 0.36354824 0.46434676 0.55965509 0.58375626 0.42340334] [ 0.55604218 0.45921023 0.49832221 0.48324277 0.42169616] [ 0.5197364 0.50982686 0.44095989 0.3879673 0.53690912] [ 0.65669365 0.42038568 0.5885069 0.62495285 0.36498111] [ 0.48864535 0.49083903 0.51730175 0.57324166 0.50624133] [ 0.76863778 0.43367977 0.57601914 0.12862263 0.46491252] [ 0.25321399 0.53456493 0.49562628 0.74751062 0.67698949] [ 0.45715014 0.6277965 0.53014675 0.65398411 0.58324503] [ 0.68792794 0.41536048 0.57961785 0.33702501 0.34986336] [ 0.32613343 0.52451833 0.56939819 0.82639413 0.49510862] [ 0.5159755 0.45996379 0.51979327 0.5244241 0.4431584 ] [ 0.50649444 0.45470546 0.56315496 0.42524099 0.45873327] [ 0.66184076 0.54268398 0.46561733 0.46090217 0.3992201 ] [ 0.34793217 0.5451158 0.61515326 0.78413591 0.48087967] [ 0.2494291 0.68546595 0.2373993 0.8551214 0.56943711] [ 0.49078811 0.51022804 0.55830399 0.51221784 0.43780917] [ 0.76984049 0.34545842 0.43255945 0.60630936 0.37470377] [ 0.77030036 0.39078332 0.51717159 0.25172223 0.44901978] [ 0.14954748 0.62942207 0.52567183 0.77210318 0.53026943] [ 0.32026242 0.57491062 0.58949779 0.81054103 0.52431165] [ 0.73309817 0.47179131 0.60404229 0.49245264 0.36987036] [ 0.22593466 0.7133487 0.40066576 0.85897286 0.5310962 ] [ 0.59393484 0.55073982 0.47271452 0.69003344 0.39979111] [ 0.72948483 0.47760603 0.56693674 0.33246147 0.39389792] [ 0.65318037 0.54770054 0.37628896 0.45530372 0.37595405] [ 0.27333211 0.59948268 0.38882478 0.7114937 0.42625508] [ 0.31555172 0.5709409 0.45638821 0.78306005 0.57011446] [ 0.82316202 0.41359666 0.59566807 0.20669698 0.32450236] [ 0.5425054 0.66813463 0.41907455 0.55247447 0.41408177] [ 0.78936019 0.53782578 0.38176158 0.43807128 0.33939117] [ 0.1942492 0.57099111 0.48790123 0.81376885 0.59284556] [ 0.38093281 0.70425728 0.40887326 0.73049428 0.41688357] [ 0.446393 0.48801282 0.37893646 0.6189015 0.43600758] [ 0.41577367 0.44150826 0.61329691 0.66874193 0.44816365] [ 0.75613029 0.47663463 0.50301499 0.27381499 0.36209269] [ 0.42513386 0.47566072 0.46314029 0.3622856 0.6104487 ] [ 0.90952528 0.29282217 0.5842295 0.13997595 0.37102525] [ 0.52507592 0.3464597 0.52494801 0.62657313 0.41986567] [ 0.42808719 0.42982201 0.40698451 0.4666797 0.40457076] [ 0.40770395 0.62530857 0.41974349 0.57526781 0.40078603] [ 0.52600501 0.50763111 0.38602357 0.43247699 0.38001025] [ 0.31643898 0.62604957 0.48191942 0.63058432 0.43937392] [ 0.44166872 0.60008069 0.36250175 0.54767624 0.5105548 ] [ 0.4089687 0.49255803 0.56697392 0.77755869 0.44858176] [ 0.56238498 0.4680355 0.53493715 0.33977352 0.47071151] [ 0.37609497 0.66661715 0.44605408 0.661668 0.41433749] [ 0.87035053 0.42514169 0.50399617 0.18263326 0.40150448] [ 0.498741 0.53204612 0.49184481 0.77900082 0.40998497] [ 0.36261778 0.56140155 0.47354348 0.53104201 0.66022139] [ 0.9185752 0.36611482 0.62118189 0.12142046 0.28240737] [ 0.29068055 0.51232458 0.50618004 0.59161239 0.56622029] [ 0.36934292 0.6314133 0.33928673 0.52631742 0.49735635] [ 0.4613739 0.59826452 0.48674258 0.66523258 0.4944196 ] [ 0.63949111 0.35284307 0.41836054 0.43477186 0.50948975] [ 0.70935708 0.43085582 0.48566698 0.41407324 0.33898659] [ 0.73581083 0.41263705 0.47411707 0.27420449 0.44551328] [ 0.51102 0.60821119 0.31886816 0.60472241 0.39235246] [ 0.6296227 0.61013975 0.51162612 0.46618147 0.48239261] [ 0.2206338 0.53411225 0.60438889 0.70736498 0.66452785] [ 0.08973874 0.72533411 0.3828289 0.87670561 0.5082958 ] [ 0.58668038 0.52348277 0.41808545 0.44426454 0.34240882] [ 0.66645606 0.4632769 0.56131098 0.73569241 0.37981409] [ 0.84336534 0.32535322 0.52961756 0.33421009 0.34577683] [ 0.5320296 0.53549506 0.46004297 0.60575319 0.3359704 ] [ 0.50703445 0.41494507 0.64921126 0.62468086 0.3797553 ] [ 0.27527841 0.53498731 0.61370795 0.70406632 0.55330908] [ 0.52035406 0.53601246 0.4888674 0.56379024 0.63140709] [ 0.3921881 0.59276205 0.44015598 0.78124055 0.45079952] [ 0.36015834 0.58219185 0.49335409 0.47522474 0.54091775] [ 0.388464 0.539888 0.48674749 0.42860205 0.49912443] [ 0.73168989 0.31956128 0.50973428 0.25272257 0.54527635] [ 0.65172646 0.32901603 0.65235754 0.41624529 0.41680242] [ 0.64826191 0.41160982 0.59846141 0.21979509 0.56767664] [ 0.60872851 0.35643173 0.66070719 0.55375889 0.49610172] [ 0.51310131 0.61709384 0.46819158 0.75392075 0.41153442] [ 0.71493715 0.50467245 0.53699768 0.41996421 0.46768156] [ 0.31819442 0.6014222 0.40546623 0.7591118 0.55031201] [ 0.35197182 0.53897316 0.53076958 0.57706316 0.43147673] [ 0.68594148 0.44654288 0.38484301 0.34141763 0.35359716] [ 0.28908075 0.62746604 0.40079204 0.58759475 0.46282773] [ 0.25936789 0.61141597 0.2808681 0.776205 0.4204595 ] [ 0.39991034 0.43895585 0.47098797 0.64095102 0.39487384] Progress: 35.8% ... Training loss: 0.554 ... Validation loss: 0.932[ 0.57041892 0.66503498 0.41062536 0.71242321 0.55868753] [ 0.77572446 0.48510175 0.53840301 0.22570465 0.34776577] [ 0.70422726 0.45460532 0.62487964 0.36927382 0.43932911] [ 0.4092125 0.57416528 0.40293708 0.51100663 0.48161469] [ 0.68368816 0.5413232 0.42404077 0.20268295 0.31897788] [ 0.48362004 0.54745891 0.50965807 0.52831006 0.4238261 ] [ 0.80611752 0.50770895 0.33546334 0.41584049 0.3530688 ] [ 0.89069972 0.30473631 0.64723885 0.11523976 0.31193846] [ 0.49405466 0.53607446 0.59078642 0.59844694 0.58461014] [ 0.56273869 0.60851939 0.4664141 0.57903355 0.37816207] [ 0.52081414 0.39236727 0.49201807 0.69020261 0.41560972] [ 0.52017121 0.49197372 0.62506265 0.58850391 0.5403924 ] [ 0.3244279 0.57303718 0.60136286 0.84044252 0.48279768] [ 0.71864424 0.45695922 0.38500455 0.25818549 0.28761017] [ 0.45012286 0.54651009 0.39339315 0.4376158 0.49882072] [ 0.53902491 0.53966944 0.49233263 0.73756827 0.39302923] [ 0.71545821 0.41891809 0.53262663 0.3404936 0.51737669] [ 0.19924562 0.6069424 0.44972666 0.90656056 0.54198558] [ 0.29084699 0.53175441 0.47089303 0.80124972 0.49566259] [ 0.45537126 0.51177557 0.57539702 0.73409929 0.37403132] [ 0.86094807 0.46414811 0.46420518 0.28006654 0.38920883] [ 0.89024064 0.34036266 0.65371742 0.16293876 0.33230321] [ 0.23797133 0.58575031 0.3472049 0.81928374 0.66005269] [ 0.28750174 0.49659685 0.49906021 0.76204821 0.47984956] [ 0.50576596 0.476226 0.51249005 0.59494768 0.30110629] [ 0.46584838 0.62131166 0.47666508 0.523768 0.43704532] [ 0.28004209 0.5787711 0.54075037 0.88922611 0.61203653] [ 0.44637505 0.48809462 0.37888833 0.61895608 0.43605171] [ 0.42533421 0.63861291 0.42441788 0.53731291 0.52359362] [ 0.76112689 0.53112724 0.55253191 0.38607548 0.53677748] [ 0.59800755 0.41908575 0.66092229 0.74731924 0.33024559] [ 0.35304748 0.52920862 0.59515131 0.76085773 0.57400392] [ 0.5900822 0.40815624 0.49682919 0.61550605 0.33043967] [ 0.8388579 0.40196199 0.5494423 0.14883273 0.33757896] [ 0.56863536 0.52367299 0.37364779 0.41957282 0.53396365] [ 0.58595393 0.56237386 0.46683727 0.53500049 0.44355728] [ 0.105745 0.58554909 0.45603606 0.91814642 0.58068571] [ 0.86246889 0.37321309 0.68290873 0.21759827 0.3704958 ] [ 0.66017318 0.24989475 0.60225896 0.41774427 0.47558174] [ 0.40062775 0.55753414 0.34072412 0.64948054 0.42044829] [ 0.52537565 0.37179524 0.45480661 0.44517054 0.5431325 ] [ 0.63595833 0.43263821 0.53910304 0.3160545 0.47116126] [ 0.70288721 0.4329107 0.52712194 0.25504033 0.45375455] [ 0.7319335 0.51797879 0.52852625 0.49430187 0.38004528] [ 0.54586625 0.46942436 0.50419631 0.7462666 0.480266 ] [ 0.80620923 0.45981572 0.56088786 0.17734697 0.52244311] [ 0.33587452 0.53593427 0.43483946 0.51617053 0.52470141] [ 0.38564051 0.59430365 0.35285679 0.60880705 0.49857751] [ 0.50168073 0.59799909 0.56589931 0.56380581 0.5794781 ] [ 0.43503266 0.60114896 0.41274795 0.73727732 0.44130626] [ 0.66474836 0.44649766 0.41433273 0.63333798 0.29157856] [ 0.57365434 0.50806289 0.46207498 0.55799496 0.46831433] [ 0.57173439 0.36823059 0.52592059 0.33162754 0.41251684] [ 0.3379112 0.64651707 0.31105666 0.59587006 0.49878101] [ 0.41982232 0.59687741 0.4127558 0.77529701 0.37961929] [ 0.58800613 0.6579397 0.30493942 0.5388009 0.34754751] [ 0.29478918 0.63250217 0.40974711 0.51583717 0.55752148] [ 0.30796163 0.62595445 0.32269362 0.82488695 0.40609415] [ 0.23177839 0.55235769 0.54910165 0.70956291 0.69004676] [ 0.17582031 0.47240754 0.3707919 0.84897542 0.49932366] [ 0.24383014 0.52192624 0.52116021 0.83343559 0.57741755] [ 0.73269109 0.32972721 0.47084164 0.24482743 0.50002995] [ 0.60966832 0.5404534 0.53039939 0.46617265 0.4670141 ] [ 0.54353388 0.53023119 0.61928622 0.42181947 0.41418033] [ 0.55165981 0.47126584 0.59336637 0.48824527 0.37992203] [ 0.53289348 0.56419703 0.34354289 0.55827778 0.41313763] [ 0.7205305 0.50282042 0.39054074 0.42191852 0.33558922] [ 0.50720236 0.62014896 0.40580526 0.59744507 0.43162532] [ 0.90344743 0.50457167 0.55958389 0.2685986 0.34283719] [ 0.48191523 0.5247932 0.5111728 0.7274209 0.40890869] [ 0.19767449 0.57522586 0.47635102 0.92576416 0.60936002] [ 0.32509509 0.45541401 0.63715871 0.75379089 0.53034221] [ 0.21371851 0.57689307 0.50756916 0.80216808 0.61115855] [ 0.19350549 0.64092448 0.49211579 0.86862014 0.56095259] [ 0.61692759 0.42707044 0.3929512 0.37515681 0.32578484] [ 0.76508979 0.5322149 0.50217934 0.34230497 0.32428807] [ 0.58494274 0.43634342 0.60243961 0.58202215 0.44655808] [ 0.4999341 0.44061643 0.54431918 0.59264675 0.40962506] [ 0.81502792 0.39677761 0.65442725 0.12480954 0.35867131] [ 0.44410144 0.33435195 0.67552675 0.65957695 0.49530452] [ 0.75702648 0.443949 0.43000285 0.27358903 0.34933909] [ 0.55396297 0.4641655 0.61359648 0.45335103 0.36732184] [ 0.26533376 0.67483276 0.44246618 0.8272854 0.51343744] [ 0.32322383 0.62240996 0.40019916 0.63607374 0.46796665] [ 0.19300571 0.55363481 0.47316132 0.83389321 0.4623453 ] [ 0.52088901 0.55708068 0.62934127 0.46444564 0.4788565 ] [ 0.35919424 0.45589341 0.50827629 0.6702093 0.3612777 ] [ 0.40234972 0.65278937 0.51724509 0.65379651 0.47158584] [ 0.14954403 0.56694853 0.41777455 0.87380793 0.43178936] [ 0.70383915 0.40400963 0.50151265 0.32623956 0.47317787] [ 0.38771243 0.53948838 0.40916735 0.622 0.44785483] [ 0.45854939 0.56398663 0.41182153 0.3734439 0.52110334] [ 0.51744579 0.52992434 0.6039951 0.53732377 0.42457378] [ 0.56385246 0.68803435 0.4148482 0.57440427 0.45456109] [ 0.68012819 0.45336837 0.58643478 0.64902646 0.35045574] [ 0.72526691 0.40179272 0.4487839 0.19248765 0.29823644] [ 0.25839846 0.600618 0.4925361 0.82067703 0.38234995] [ 0.64884187 0.52129589 0.44531333 0.35676149 0.41242121] [ 0.63505686 0.5398229 0.47960519 0.25742192 0.46583386] [ 0.71352687 0.35493507 0.43598456 0.67747058 0.38762676] [ 0.05920174 0.60460315 0.46397411 0.89025965 0.68084685] [ 0.52909122 0.58554665 0.62181853 0.52904036 0.58915372] [ 0.47433266 0.69627336 0.30424354 0.61824286 0.32647179] [ 0.46133873 0.48377293 0.53052305 0.64390691 0.41138799] [ 0.70938086 0.45178406 0.46121882 0.22496271 0.4660433 ] [ 0.43908885 0.5654872 0.48209182 0.67741803 0.50009155] [ 0.56834706 0.59373328 0.53027368 0.39587645 0.52993597] [ 0.76048459 0.42682462 0.54770661 0.48037376 0.43332961] [ 0.71607683 0.47059459 0.58491308 0.31288575 0.42519782] [ 0.76349601 0.42534161 0.46446354 0.33124647 0.36645503] [ 0.71793632 0.52085322 0.53381524 0.49848028 0.39549455] [ 0.49420278 0.51928702 0.40611976 0.48105042 0.48799592] [ 0.60198452 0.45119728 0.56541424 0.34371026 0.3540926 ] [ 0.08045879 0.50293482 0.44172215 0.93075628 0.6330991 ] [ 0.47702587 0.41436692 0.60928386 0.53350213 0.37638072] [ 0.43792793 0.46409516 0.5620015 0.62122098 0.38326346] [ 0.50211751 0.43525025 0.41341909 0.49774826 0.49819396] [ 0.40929774 0.55955474 0.44612421 0.66515143 0.48766921] [ 0.68166174 0.46649361 0.53570703 0.49830623 0.4364229 ] [ 0.35808234 0.47063628 0.53861682 0.54531297 0.50412426] [ 0.16230438 0.60920469 0.40702494 0.81144307 0.51587725] [ 0.60496212 0.65575284 0.28783852 0.57021542 0.37355894] [ 0.65334017 0.51720724 0.50256094 0.30815611 0.43211175] [ 0.61086591 0.59882312 0.57377502 0.40550892 0.5264626 ] [ 0.22929397 0.61512426 0.31037728 0.65525106 0.49364606] [ 0.1991164 0.60100034 0.45704888 0.87480226 0.51006087] [ 0.51051285 0.45154046 0.28064279 0.50089867 0.45549999] [ 0.26975904 0.47650536 0.55904061 0.69483924 0.55118086] Progress: 35.8% ... Training loss: 0.554 ... Validation loss: 0.929[ 0.90761535 0.31482483 0.61806876 0.26554209 0.31426433] [ 0.40990129 0.53709448 0.53444502 0.64656741 0.68045799] [ 0.56020929 0.38317699 0.57724526 0.44224438 0.63396706] [ 0.37139658 0.59555291 0.46842968 0.82647264 0.47452623] [ 0.76152771 0.36742717 0.5991357 0.19444738 0.47036415] [ 0.7156951 0.4449253 0.3359864 0.299038 0.33891839] [ 0.8028805 0.37128601 0.67125314 0.26034953 0.39874114] [ 0.51466296 0.47994664 0.53176085 0.65317458 0.40650345] [ 0.42909797 0.56720096 0.60527201 0.4564952 0.53000482] [ 0.57310333 0.50623084 0.48566739 0.36943721 0.60708089] [ 0.74612304 0.51266905 0.41151823 0.38047116 0.40470462] [ 0.34072955 0.50536147 0.52323259 0.68016978 0.60141308] [ 0.5786124 0.4532513 0.45345445 0.57769606 0.30400716] [ 0.55291715 0.43918002 0.60082235 0.36422402 0.48376898] [ 0.75361556 0.43000427 0.5385166 0.40558231 0.35264084] [ 0.16638901 0.72342937 0.44312333 0.85312398 0.62613859] [ 0.71212701 0.5209394 0.53583399 0.50786293 0.44178076] [ 0.70225262 0.40259439 0.43994629 0.66719521 0.28057105] [ 0.55754793 0.40542343 0.59399674 0.64379494 0.48170252] [ 0.33724254 0.56284469 0.40137045 0.7194375 0.41721526] [ 0.36654252 0.50554758 0.53114371 0.67960881 0.61845509] [ 0.45909324 0.5771774 0.54189684 0.79847917 0.50685375] [ 0.47555109 0.49329135 0.57301151 0.64208486 0.42466322] [ 0.17270658 0.67725409 0.43296501 0.90543911 0.56173527] [ 0.2889966 0.52107128 0.49075718 0.67748548 0.46188947] [ 0.53365588 0.55444271 0.41849132 0.52249716 0.48653812] [ 0.58972714 0.45166925 0.54934404 0.46979989 0.44513904] [ 0.74104418 0.4296191 0.52927553 0.34144601 0.40432212] [ 0.65803957 0.37336897 0.45507058 0.64738761 0.31580986] [ 0.41103258 0.49874449 0.45450898 0.74307172 0.54866202] [ 0.4454867 0.51968445 0.44032738 0.6084325 0.40944535] [ 0.78256557 0.45276502 0.59048977 0.37070657 0.37697902] [ 0.40600648 0.39203884 0.53504301 0.79072798 0.4858001 ] [ 0.22422025 0.56574275 0.45183206 0.85831564 0.52150651] [ 0.56770139 0.48819469 0.50982109 0.31178944 0.53975892] [ 0.74371355 0.43731159 0.50948629 0.36191321 0.41309343] [ 0.24562067 0.66788841 0.41409757 0.73908704 0.46144181] [ 0.26953788 0.58444012 0.35345858 0.87762778 0.46824033] [ 0.20939809 0.62201529 0.45695391 0.79351961 0.53147354] [ 0.40737388 0.63103544 0.46517943 0.68030055 0.52781134] [ 0.68453091 0.54312793 0.37493989 0.37553192 0.33052309] [ 0.24698419 0.45300726 0.45536196 0.48987322 0.75459003] [ 0.75624022 0.47436082 0.4828712 0.46407794 0.52915281] [ 0.64503108 0.33287318 0.62171821 0.5668187 0.44882528] [ 0.78643114 0.36161621 0.3867898 0.35900183 0.4251989 ] [ 0.24709167 0.58299697 0.54397273 0.89990158 0.62066851] [ 0.23690965 0.73328766 0.40255858 0.83909382 0.42815973] [ 0.28740538 0.61685604 0.49699324 0.65215274 0.44792602] [ 0.35935902 0.62527744 0.21562799 0.73805706 0.46645422] [ 0.58863979 0.4177304 0.52360785 0.30441113 0.61552342] [ 0.42822489 0.66967235 0.33967647 0.78746718 0.49872672] [ 0.45539763 0.3705422 0.48594076 0.74447854 0.40443449] [ 0.53182222 0.47305768 0.46931093 0.6829418 0.40118031] [ 0.4599173 0.53990079 0.5347863 0.81038724 0.3545837 ] [ 0.56273209 0.68845922 0.41463916 0.57486681 0.45475042] [ 0.31327742 0.54572415 0.5381356 0.58875089 0.51160222] [ 0.29093937 0.56882603 0.5334832 0.82746703 0.47627667] [ 0.45084573 0.47644923 0.55462853 0.55788218 0.52473387] [ 0.29452516 0.61415262 0.52171634 0.57933037 0.43859267] [ 0.78655561 0.41503282 0.58956123 0.1710414 0.46677753] [ 0.62104199 0.38746152 0.44487443 0.5396734 0.54453652] [ 0.53391611 0.59015399 0.46834941 0.50411384 0.3993287 ] [ 0.41314374 0.52693866 0.44629735 0.72314613 0.51685433] [ 0.43480301 0.45104211 0.41455562 0.64370335 0.44075527] [ 0.32629167 0.56918396 0.45572832 0.71788134 0.49974176] [ 0.25493207 0.55300803 0.49427594 0.79211435 0.5685406 ] [ 0.60125121 0.515996 0.4967443 0.46023057 0.60536591] [ 0.56422191 0.54305999 0.40938301 0.48549114 0.45839203] [ 0.84310348 0.45349137 0.58078809 0.30546528 0.40952255] [ 0.45907238 0.48649568 0.51418654 0.53677698 0.42228232] [ 0.54029849 0.41410143 0.40291572 0.50431026 0.61843182] [ 0.33200245 0.58468971 0.41081833 0.74060819 0.42681223] [ 0.7778993 0.40579853 0.45119149 0.3897132 0.42668648] [ 0.50348525 0.4345061 0.44673947 0.72210093 0.3720723 ] [ 0.53048438 0.61572218 0.31192008 0.55607541 0.40772657] [ 0.47825217 0.61847191 0.56108031 0.55484583 0.53722218] [ 0.31794248 0.60185297 0.40526847 0.75913745 0.55049975] [ 0.5117466 0.51176134 0.64916605 0.62594327 0.46639212] [ 0.22213514 0.57865667 0.57221166 0.83470856 0.66068803] [ 0.89334322 0.29087487 0.66877106 0.17325182 0.3973718 ] [ 0.42720564 0.65528179 0.37397575 0.67637705 0.39030584] [ 0.74742711 0.36615495 0.56111759 0.28488059 0.5879747 ] [ 0.29034524 0.521208 0.66049203 0.80758436 0.56476714] [ 0.58846433 0.5285686 0.42720982 0.46241663 0.36834404] [ 0.79849016 0.3880822 0.49773492 0.18830461 0.36819028] [ 0.44830969 0.51866347 0.56047348 0.81160833 0.46790631] [ 0.49992648 0.38255473 0.50213101 0.62067417 0.4396501 ] [ 0.7508199 0.5169401 0.35813559 0.64541411 0.40313356] [ 0.69397942 0.48488667 0.50768251 0.38559803 0.45378847] [ 0.53125628 0.54630616 0.58839767 0.47934639 0.33710681] [ 0.6727452 0.42019912 0.41057635 0.35809954 0.54233901] [ 0.7288468 0.42376894 0.57601626 0.3870662 0.42442244] [ 0.56042788 0.51227049 0.46773124 0.70305401 0.47665291] [ 0.20736545 0.65555397 0.31995713 0.83927903 0.45219935] [ 0.31637149 0.54467071 0.50534741 0.83018894 0.57701085] [ 0.10850777 0.55106916 0.54343647 0.93658531 0.71809058] [ 0.34746191 0.61231512 0.43660936 0.86481066 0.60030638] [ 0.71772609 0.55316225 0.37800701 0.35388852 0.30745257] [ 0.8428029 0.38648639 0.50975442 0.21447424 0.32900842] [ 0.55272158 0.51362707 0.3836582 0.56331288 0.37635964] [ 0.41542002 0.61244103 0.32906148 0.70157342 0.30169302] [ 0.47488877 0.51713232 0.43104046 0.75415398 0.60071892] [ 0.74167057 0.3939616 0.54936336 0.26932651 0.39741284] [ 0.92354854 0.4475717 0.45728496 0.20606686 0.30707859] [ 0.11949883 0.64613172 0.44409642 0.91779138 0.56354399] [ 0.69189298 0.34309604 0.48404331 0.32127953 0.39335572] [ 0.23075228 0.58510093 0.45047585 0.90790306 0.59848654] [ 0.48947583 0.42571819 0.49090679 0.64650312 0.30532066] [ 0.41965449 0.56278367 0.50437227 0.71452964 0.49009685] [ 0.35704108 0.4377849 0.52135457 0.70188915 0.57067314] [ 0.45942034 0.50504245 0.49536737 0.55699728 0.37890318] [ 0.5414603 0.60293786 0.42505817 0.67175004 0.37691478] [ 0.58093145 0.61065474 0.28603328 0.4288559 0.43641798] [ 0.49699641 0.44379216 0.63073721 0.77554763 0.44133497] [ 0.59326226 0.46646376 0.53279726 0.44124232 0.54820041] [ 0.5747989 0.39569005 0.52040252 0.1816429 0.49078658] [ 0.33759242 0.46608443 0.60667474 0.77080825 0.35608212] [ 0.56777969 0.45839273 0.6213922 0.3918778 0.51773281] [ 0.53523263 0.57065028 0.33731273 0.5381746 0.42030781] [ 0.47270328 0.65908168 0.3822089 0.59489007 0.42489826] [ 0.71848868 0.45703369 0.38497911 0.25820434 0.28763217] [ 0.4548065 0.47609521 0.65840439 0.7449556 0.44475997] [ 0.18143736 0.61093408 0.46535326 0.80163189 0.46124142] [ 0.78031892 0.43525706 0.59166764 0.23515667 0.50277179] [ 0.21079538 0.58642134 0.35282502 0.70174987 0.53503227] [ 0.51614836 0.49697374 0.52492638 0.74157435 0.34982707] [ 0.62255817 0.56035152 0.41176928 0.40720208 0.40358447] [ 0.60882837 0.44083289 0.34359822 0.36837653 0.43504023] Progress: 35.9% ... Training loss: 0.553 ... Validation loss: 0.932[ 0.85091505 0.39232863 0.57234842 0.31703486 0.389737 ] [ 0.20877115 0.65801346 0.51077709 0.89514017 0.64041725] [ 0.06324912 0.6360475 0.41111407 0.95013998 0.66423346] [ 0.74301042 0.44863408 0.48825295 0.18950054 0.4566478 ] [ 0.58353999 0.53685178 0.45529088 0.50567308 0.47660265] [ 0.57842146 0.51412434 0.45545193 0.26399694 0.39839885] [ 0.27376986 0.62425361 0.56562274 0.6832375 0.54890195] [ 0.68980248 0.51862823 0.54338441 0.40225369 0.47042703] [ 0.15593036 0.75025146 0.36839206 0.82122801 0.6220638 ] [ 0.42806309 0.56103824 0.56868233 0.70741458 0.5020052 ] [ 0.39407773 0.48830644 0.51366511 0.54100258 0.51949001] [ 0.44057222 0.53129942 0.31376664 0.55213403 0.41866502] [ 0.66300459 0.47712379 0.56890315 0.35425562 0.49810152] [ 0.84856948 0.36649714 0.58010836 0.14576028 0.30080508] [ 0.62233636 0.50000312 0.59985158 0.35152762 0.56544993] [ 0.34027943 0.61637101 0.4924813 0.79551388 0.43570526] [ 0.38121204 0.56192625 0.52110656 0.74941717 0.62895136] [ 0.74701486 0.51782157 0.43593244 0.5871916 0.31476555] [ 0.8072835 0.3483734 0.50538721 0.23711299 0.32037152] [ 0.42167257 0.53388357 0.52721028 0.67029195 0.49221639] [ 0.52055342 0.39808914 0.57134309 0.43933424 0.60155801] [ 0.59538744 0.52674879 0.54768174 0.44657972 0.33877506] [ 0.81061078 0.43800279 0.47284346 0.25216337 0.32150931] [ 0.81928054 0.36352165 0.55608643 0.25262925 0.40944253] [ 0.79691353 0.39783086 0.67481855 0.21161753 0.34807649] [ 0.78417098 0.55570442 0.51173697 0.52154042 0.39229823] [ 0.36480535 0.44362081 0.54405154 0.72662447 0.61399773] [ 0.61969164 0.65382371 0.325286 0.63032905 0.52829361] [ 0.7150246 0.33833302 0.58152338 0.49204824 0.3868567 ] [ 0.45096264 0.6062399 0.42741187 0.69859084 0.42516565] [ 0.62596453 0.53512683 0.41563457 0.53096271 0.35455974] [ 0.42609242 0.71072401 0.25689172 0.70357674 0.41758146] [ 0.24361104 0.48332424 0.39672349 0.6120247 0.77723703] [ 0.06502474 0.6338456 0.50526399 0.86641938 0.57800239] [ 0.65496374 0.43714675 0.59825961 0.570913 0.33302548] [ 0.43119922 0.52748285 0.58034691 0.72896493 0.5279968 ] [ 0.42712986 0.52839122 0.48248096 0.53095305 0.48889434] [ 0.6979318 0.47616676 0.48105843 0.42582677 0.45374684] [ 0.76445989 0.40794773 0.43844409 0.20834074 0.4196467 ] [ 0.45812406 0.54545304 0.51019399 0.50969739 0.52322863] [ 0.20814706 0.75450265 0.26999384 0.90716403 0.51013164] [ 0.38626336 0.5448108 0.46874798 0.54876963 0.54200563] [ 0.63705227 0.58476781 0.52278812 0.47205749 0.37780654] [ 0.3543313 0.57975531 0.48887341 0.63675748 0.57075506] [ 0.5567804 0.55918115 0.49372251 0.66277826 0.47943223] [ 0.34594869 0.62995897 0.53882344 0.73422888 0.50243605] [ 0.23596899 0.66652985 0.26056144 0.7974602 0.49618941] [ 0.53646187 0.3749455 0.59396748 0.56657569 0.58344268] [ 0.71652289 0.45541017 0.64927258 0.40328947 0.38083829] [ 0.45564915 0.59687239 0.42543991 0.6988826 0.43681314] [ 0.30289831 0.5658586 0.34402419 0.79157451 0.41083459] [ 0.33678099 0.53291611 0.39103354 0.65001885 0.46555643] [ 0.76815665 0.4896947 0.3965087 0.22218788 0.28485813] [ 0.58852463 0.3506562 0.45427897 0.62974683 0.3962521 ] [ 0.33128451 0.51613493 0.6271604 0.74642855 0.59518219] [ 0.60165157 0.44496475 0.41740821 0.49554053 0.36664416] [ 0.64287676 0.65310411 0.50547821 0.53311457 0.41106807] [ 0.79393349 0.50429373 0.49809066 0.3549941 0.47769817] [ 0.48700859 0.3854136 0.46985427 0.74813691 0.35888006] [ 0.25605983 0.55241089 0.49452196 0.7916421 0.56835087] [ 0.32668713 0.53182954 0.49268855 0.65107233 0.60861974] [ 0.64334194 0.52602415 0.34349322 0.60139992 0.4074407 ] [ 0.61720157 0.48264219 0.39027306 0.49647652 0.34759074] [ 0.29607457 0.63536178 0.49788796 0.7357652 0.57269976] [ 0.80331231 0.54263964 0.44251779 0.30305321 0.32587631] [ 0.16025234 0.55342296 0.4511298 0.84437898 0.57715574] [ 0.23952709 0.57677768 0.43776815 0.50242219 0.55546031] [ 0.25008306 0.73455425 0.32319454 0.72545782 0.48451111] [ 0.77134123 0.45256498 0.56563478 0.42648694 0.40008389] [ 0.7165524 0.57071903 0.36754532 0.7308103 0.46093726] [ 0.2041327 0.56588689 0.51420407 0.88582242 0.54711323] [ 0.16935612 0.64360833 0.48412468 0.66461631 0.602517 ] [ 0.51153126 0.54347133 0.57790009 0.45419266 0.40834887] [ 0.70831515 0.34429988 0.63548325 0.45313311 0.30033819] [ 0.41873115 0.30960299 0.57086878 0.71428983 0.54578099] [ 0.29621511 0.61144451 0.47886439 0.63309414 0.71968782] [ 0.61676498 0.40160925 0.5543816 0.33020816 0.53083908] [ 0.83651046 0.34395008 0.50402325 0.16218699 0.27739508] [ 0.24071466 0.73282673 0.40781764 0.68815496 0.54052395] [ 0.50619363 0.44016396 0.5941567 0.65085849 0.51528513] [ 0.46098816 0.55086468 0.36723614 0.68910658 0.37864778] [ 0.3543313 0.57975531 0.48887341 0.63675748 0.57075506] [ 0.73892741 0.43420416 0.42993865 0.32970607 0.41677902] [ 0.48628153 0.5915101 0.36810639 0.37581047 0.42981194] [ 0.74412222 0.51405931 0.38160358 0.41501181 0.44466783] [ 0.74506602 0.46314412 0.5400791 0.24262856 0.55903924] [ 0.56720006 0.46312039 0.3866667 0.47126748 0.37000671] [ 0.7366264 0.53982897 0.42658882 0.22143338 0.33645849] [ 0.41374709 0.41486095 0.50423699 0.66610614 0.39195788] [ 0.51818016 0.47742903 0.44199 0.65118266 0.33328454] [ 0.62706613 0.51007203 0.48476698 0.48679712 0.36508911] [ 0.40512713 0.47959908 0.51825817 0.51327865 0.5515594 ] [ 0.78106936 0.39591555 0.54443599 0.17953937 0.45522969] [ 0.37095537 0.44539655 0.43495043 0.61608405 0.42460836] [ 0.72724148 0.51388839 0.46646336 0.3080452 0.40066859] [ 0.49109258 0.42515032 0.49114784 0.64586407 0.30515947] [ 0.25318321 0.42740857 0.45548637 0.79006619 0.46005822] [ 0.59682138 0.33473236 0.45032189 0.37309804 0.47345797] [ 0.44039544 0.62590892 0.40774606 0.53274116 0.3792162 ] [ 0.40017716 0.52104703 0.49929864 0.55858245 0.43176137] [ 0.9209627 0.34548444 0.61456046 0.12004041 0.29341968] [ 0.35690595 0.59990652 0.44368929 0.56908635 0.45699706] [ 0.56849574 0.32759905 0.47061118 0.63716881 0.38163241] [ 0.73210864 0.41084576 0.49606263 0.25420702 0.43288712] [ 0.60992334 0.55844671 0.43358693 0.45096353 0.58245586] [ 0.39164758 0.6104 0.51217486 0.70848971 0.43286421] [ 0.15603212 0.6080869 0.49334391 0.87924827 0.60213213] [ 0.31741385 0.5265529 0.4044165 0.65819994 0.46618249] [ 0.37784842 0.58727244 0.53723658 0.60942646 0.52123677] [ 0.51682984 0.45743732 0.51765574 0.59976701 0.46189596] [ 0.58769828 0.50760078 0.5639827 0.40211998 0.47455867] [ 0.82612443 0.38346162 0.43689631 0.32196777 0.34088375] [ 0.71062001 0.50569391 0.38873703 0.47861763 0.33087655] [ 0.50133569 0.62889795 0.58678409 0.38947585 0.57045652] [ 0.33730227 0.54565835 0.35652436 0.46325835 0.52325468] [ 0.4628967 0.57085216 0.57451717 0.54258322 0.56576855] [ 0.6291206 0.39803376 0.42897599 0.33693534 0.42870202] [ 0.64677786 0.45816335 0.52077186 0.2289916 0.3195628 ] [ 0.51767597 0.50665204 0.52637782 0.68460281 0.34308738] [ 0.76257622 0.36743851 0.46009771 0.39865847 0.30080202] [ 0.62739547 0.59948059 0.32053218 0.57331678 0.35348114] [ 0.63321042 0.4537469 0.56491153 0.5187692 0.41324712] [ 0.5421362 0.59776486 0.55034863 0.48325173 0.40909095] [ 0.38057878 0.54762828 0.46392357 0.54919374 0.33250306] [ 0.67836455 0.6189361 0.47734722 0.56722378 0.32264711] [ 0.59463256 0.59217638 0.46368628 0.37221129 0.55794427] [ 0.4076068 0.5479895 0.52492226 0.58207594 0.52771553] [ 0.62299354 0.43856811 0.600089 0.33040806 0.41535554] Progress: 35.9% ... Training loss: 0.553 ... Validation loss: 0.936[ 0.29529746 0.55026712 0.50755337 0.74021767 0.45594768] [ 0.56414097 0.42900808 0.46199694 0.41316968 0.35113592] [ 0.65581512 0.55432363 0.34014211 0.37645202 0.36766402] [ 0.33144355 0.53630398 0.35846839 0.92183836 0.41986666] [ 0.1813378 0.68875402 0.37311985 0.79475985 0.5635749 ] [ 0.68754969 0.482477 0.55967727 0.40926063 0.48785455] [ 0.5677401 0.5129227 0.39080387 0.57155185 0.46192292] [ 0.50413743 0.50738293 0.42163693 0.40230877 0.51284551] [ 0.19203942 0.62847313 0.34252146 0.82419985 0.49966123] [ 0.6776705 0.315236 0.51910589 0.34529155 0.47151899] [ 0.312283 0.66851686 0.54536322 0.76867697 0.55612284] [ 0.45797802 0.56410214 0.57199022 0.63907677 0.51691077] [ 0.71825608 0.51098289 0.45220607 0.26004671 0.38518709] [ 0.84248704 0.50496965 0.54618379 0.25706592 0.3669363 ] [ 0.46939534 0.5703625 0.38998167 0.58717685 0.47506459] [ 0.52250731 0.59392258 0.47152666 0.48604507 0.5073267 ] [ 0.35990686 0.58843646 0.42274145 0.56564963 0.56479973] [ 0.10485543 0.62102403 0.37118574 0.95182643 0.53437088] [ 0.59202545 0.5082142 0.52504233 0.27561059 0.48275333] [ 0.22579685 0.47980888 0.39713491 0.68849583 0.53873298] [ 0.841948 0.41476442 0.48292268 0.27217506 0.23587206] [ 0.35724868 0.487639 0.49324755 0.47981353 0.50033853] [ 0.47620228 0.57709789 0.47108704 0.5817095 0.47522265] [ 0.68830894 0.67339105 0.2791892 0.76459375 0.29955556] [ 0.59682457 0.63325081 0.43224097 0.58045222 0.36430009] [ 0.76356703 0.30726672 0.64309642 0.24430172 0.46364976] [ 0.60033482 0.5564307 0.45952664 0.4541492 0.36081914] [ 0.78872281 0.30180283 0.64437956 0.17774797 0.38046964] [ 0.63672054 0.42015135 0.63896241 0.47908362 0.46554437] [ 0.25050012 0.51057969 0.47085898 0.84619894 0.55518834] [ 0.5441879 0.5072116 0.54529943 0.75947567 0.41272839] [ 0.39356686 0.56544382 0.37443291 0.76083102 0.36801499] [ 0.66668539 0.49199945 0.6553134 0.42904153 0.4784556 ] [ 0.61793642 0.52286237 0.36978558 0.36180884 0.32322649] [ 0.6890277 0.51124171 0.53926775 0.37841903 0.48615247] [ 0.26613669 0.53440412 0.50891554 0.83647759 0.61207154] [ 0.75056602 0.45099053 0.61167311 0.32761975 0.45877059] [ 0.18791989 0.58045386 0.54453309 0.88525706 0.65370033] [ 0.40924079 0.62989362 0.36975857 0.52244552 0.31692233] [ 0.71197267 0.51031812 0.56219161 0.3732307 0.44534765] [ 0.67721327 0.43567543 0.494287 0.72537895 0.39926972] [ 0.28062927 0.50014886 0.44106158 0.53085482 0.67580363] [ 0.39844018 0.73013243 0.52625188 0.80975899 0.58251838] [ 0.48621661 0.61074532 0.41249743 0.54246998 0.5064654 ] [ 0.28823584 0.56824675 0.45950118 0.62602316 0.4802326 ] [ 0.38382934 0.70689674 0.44286868 0.71662789 0.44599112] [ 0.83333742 0.4732913 0.5763962 0.34643667 0.4142713 ] [ 0.32724466 0.71443065 0.23304122 0.85447168 0.47323341] [ 0.76720597 0.50349957 0.46894219 0.33911794 0.35415732] [ 0.34879548 0.5571618 0.50590947 0.72517038 0.63043756] [ 0.18842745 0.63025975 0.30325833 0.91586627 0.46463491] [ 0.50654952 0.58769074 0.46266343 0.65279837 0.53208745] [ 0.17831273 0.5392903 0.38021756 0.8554049 0.48937013] [ 0.52399895 0.40627957 0.51946759 0.4430882 0.46686588] [ 0.14215289 0.59973047 0.43424883 0.87805012 0.54868074] [ 0.61814492 0.4907546 0.45258021 0.57012859 0.47525102] [ 0.15266489 0.51689173 0.33202921 0.87221899 0.52201106] [ 0.37803108 0.65268497 0.42335229 0.61174804 0.41925891] [ 0.68525314 0.43732228 0.52667794 0.31613841 0.47995601] [ 0.38879249 0.54001723 0.48666792 0.42831925 0.49921377] [ 0.50132343 0.61425143 0.49065209 0.6121582 0.43089156] [ 0.57488703 0.64816532 0.42405125 0.76985106 0.43312598] [ 0.61520158 0.41667609 0.47696999 0.31258286 0.41564083] [ 0.92312393 0.28242865 0.62227677 0.10211863 0.3530493 ] [ 0.13782327 0.63968864 0.36498421 0.92858073 0.57857837] [ 0.84986867 0.25349031 0.71237419 0.15437751 0.46104254] [ 0.22706539 0.56682581 0.52929326 0.86640002 0.53613135] [ 0.71922494 0.50178177 0.49124744 0.31830756 0.45666672] [ 0.75169275 0.41142336 0.52132411 0.34144772 0.29901979] [ 0.46635193 0.48184371 0.62931652 0.7043348 0.47829361] [ 0.36000973 0.55382375 0.49592638 0.56041467 0.44105052] [ 0.74046213 0.62274711 0.47689544 0.51088415 0.44991918] [ 0.70296308 0.38809024 0.5621227 0.25067365 0.37336237] [ 0.18250838 0.70242293 0.46988913 0.75763127 0.54679042] [ 0.41101091 0.51691295 0.47421584 0.58831802 0.66521459] [ 0.64746401 0.51789768 0.5628851 0.34515944 0.37126058] [ 0.3361571 0.47989464 0.53139724 0.52352166 0.55273872] [ 0.34514797 0.57388774 0.38528724 0.67679738 0.48848132] [ 0.60275531 0.60142171 0.51824993 0.45044012 0.42129072] [ 0.48213645 0.42595213 0.483693 0.54112657 0.41196427] [ 0.61655558 0.46827606 0.39964543 0.48514389 0.49207498] [ 0.29058953 0.73120221 0.23730917 0.83485763 0.44161861] [ 0.55400095 0.39990725 0.49599003 0.64799823 0.41629848] [ 0.38068067 0.61817965 0.43121645 0.65935769 0.50867081] [ 0.52617628 0.55159792 0.5122343 0.53784461 0.4510217 ] [ 0.4267821 0.63840316 0.48081545 0.62120721 0.31530532] [ 0.52406935 0.43617219 0.51867327 0.42098099 0.44900494] [ 0.51647237 0.57247245 0.59410088 0.60853862 0.36074176] [ 0.37516591 0.56726579 0.47315136 0.52350659 0.52241319] [ 0.73306208 0.31284627 0.51265427 0.24284167 0.38786034] [ 0.79143621 0.35034188 0.57062774 0.19590974 0.4791334 ] [ 0.72119973 0.34063833 0.55445351 0.32982841 0.50056568] [ 0.43653503 0.40483064 0.53113447 0.45999698 0.57814609] [ 0.65366708 0.40520824 0.68959982 0.55774042 0.34601853] [ 0.43916809 0.46372209 0.56214781 0.62060209 0.38315279] [ 0.60384463 0.38653624 0.41116555 0.38769909 0.46422763] [ 0.66668539 0.49199945 0.6553134 0.42904153 0.4784556 ] [ 0.75454999 0.40465428 0.53601854 0.46274885 0.36213466] [ 0.27619935 0.70609937 0.44701906 0.77378558 0.41840561] [ 0.46355629 0.5231278 0.52607646 0.6570683 0.41178395] [ 0.50837934 0.43100558 0.37263739 0.53572138 0.33037329] [ 0.31618445 0.42121435 0.46847968 0.87657945 0.54351885] [ 0.72886788 0.57042816 0.55845223 0.45993623 0.42236852] [ 0.45981778 0.46056222 0.36613113 0.59120054 0.41971854] [ 0.59202049 0.54663831 0.41423987 0.62615871 0.31882642] [ 0.7802419 0.48897635 0.56269113 0.38673989 0.36823857] [ 0.58178356 0.38089774 0.49723215 0.68273253 0.47879944] [ 0.3324039 0.678716 0.3579721 0.74088871 0.44336194] [ 0.74354893 0.35310674 0.55145899 0.28933967 0.45940955] [ 0.32482498 0.50439143 0.43241152 0.63089201 0.54684395] [ 0.76591112 0.55526234 0.45802494 0.46092338 0.36713283] [ 0.68449829 0.48520969 0.62722314 0.34929412 0.43749003] [ 0.71836603 0.34394912 0.64296784 0.28124433 0.38618573] [ 0.43680689 0.46981276 0.59489922 0.70985809 0.41617546] [ 0.16377405 0.60843187 0.40733281 0.81060964 0.51562278] [ 0.44160317 0.52810314 0.48627079 0.66223756 0.36088389] [ 0.60103268 0.42059237 0.58799974 0.28230674 0.60435984] [ 0.41122868 0.56653823 0.37407795 0.61692039 0.44995661] [ 0.63841789 0.63662465 0.50636987 0.46951434 0.35633768] [ 0.51128915 0.45121819 0.28073529 0.50007335 0.45542491] [ 0.5962838 0.48029136 0.49534407 0.68679192 0.38509208] [ 0.55019716 0.48385543 0.60518596 0.64146179 0.5200216 ] [ 0.57565298 0.57743306 0.41727211 0.59489829 0.39540954] [ 0.59025257 0.52786245 0.42749061 0.4614429 0.36812653] [ 0.24919576 0.61868174 0.38161974 0.78235151 0.47169513] [ 0.51662947 0.49951516 0.50789277 0.44738447 0.39687582] [ 0.49346075 0.59938751 0.42331169 0.59499851 0.59201162] [ 0.17805355 0.74046725 0.38551179 0.74754732 0.53507675] Progress: 36.0% ... Training loss: 0.553 ... Validation loss: 0.936[ 0.15542474 0.62758507 0.451558 0.80835488 0.59703485] [ 0.51419468 0.50126536 0.46369231 0.48386429 0.56498781] [ 0.32394122 0.53358607 0.48137724 0.74029788 0.49597114] [ 0.45833745 0.31142383 0.53002625 0.59755457 0.55031306] [ 0.23207789 0.43387093 0.4103308 0.67788965 0.66929906] [ 0.67671043 0.49770056 0.57585669 0.47391747 0.48401583] [ 0.51857081 0.48017074 0.52016855 0.55239031 0.44121528] [ 0.87148318 0.34672204 0.58889163 0.20476216 0.42245322] [ 0.24362127 0.77738078 0.33051783 0.85965001 0.39322687] [ 0.27242908 0.61885349 0.35023973 0.80197928 0.55974089] [ 0.75123889 0.56732464 0.40721992 0.52985581 0.46350008] [ 0.83718747 0.38751462 0.4964635 0.15632372 0.36047155] [ 0.44960252 0.49267609 0.35843066 0.49941861 0.40066749] [ 0.82450746 0.33938599 0.48316238 0.24426068 0.43270507] [ 0.70596114 0.48493625 0.59807584 0.29918501 0.49445485] [ 0.18836588 0.68562661 0.45277725 0.74463975 0.48198264] [ 0.42677629 0.53274063 0.39872258 0.38597825 0.4578612 ] [ 0.15749572 0.56186582 0.58849516 0.82367754 0.62030012] [ 0.79658686 0.37903012 0.4727177 0.30993156 0.30510252] [ 0.52895048 0.48782913 0.53493775 0.70869148 0.39248123] [ 0.59244622 0.60746483 0.44537613 0.33424096 0.34952512] [ 0.89040998 0.41289197 0.53867302 0.27786707 0.39256691] [ 0.68135884 0.4927266 0.60659423 0.41292824 0.46451887] [ 0.47410531 0.51302205 0.54097709 0.5128954 0.61139179] [ 0.89525938 0.27913283 0.59799703 0.19565092 0.33601872] [ 0.51314275 0.5471127 0.4642672 0.68373042 0.28884081] [ 0.55635767 0.4844268 0.47109163 0.64228572 0.50012681] [ 0.65395712 0.53077629 0.40287185 0.51946024 0.30851584] [ 0.649831 0.57435873 0.56131841 0.28979673 0.56821252] [ 0.52616997 0.56430114 0.31791024 0.66663422 0.34424655] [ 0.62350944 0.52075292 0.40412479 0.51419854 0.48971947] [ 0.67068582 0.50085548 0.56315816 0.23852214 0.57476253] [ 0.49497869 0.53593512 0.59084938 0.59821533 0.5845564 ] [ 0.46332848 0.55987118 0.32609738 0.71654979 0.51774321] [ 0.42858681 0.34739202 0.51977655 0.70409157 0.43970603] [ 0.08559295 0.59842657 0.47652249 0.91561997 0.63583878] [ 0.35545015 0.55800738 0.3887211 0.6342612 0.46471719] [ 0.41429821 0.43233355 0.66917654 0.65219046 0.49280626] [ 0.76385225 0.55877473 0.38071629 0.36780304 0.38103446] [ 0.37528395 0.52155114 0.50294633 0.51874194 0.30530102] [ 0.29635797 0.66480268 0.4103871 0.89314489 0.31742588] [ 0.45709197 0.52375313 0.41306631 0.49499515 0.44601718] [ 0.29360496 0.5995754 0.53574178 0.68423402 0.61953365] [ 0.27387661 0.56325009 0.429821 0.86587653 0.3848105 ] [ 0.43512782 0.4662552 0.42295146 0.56421595 0.43548227] [ 0.68398821 0.55064521 0.51516264 0.51488761 0.47747893] [ 0.53547304 0.45669722 0.60460413 0.68185039 0.50429924] [ 0.56853372 0.48830159 0.51993555 0.44248521 0.38107714] [ 0.45770832 0.43020844 0.55630385 0.52920551 0.52241888] [ 0.72234387 0.3418668 0.60261684 0.29785398 0.39376302] [ 0.4217185 0.53498494 0.33395403 0.55378577 0.46195206] [ 0.14343123 0.72555334 0.4446628 0.86675209 0.59566566] [ 0.71645405 0.64228565 0.34767348 0.55346653 0.4387646 ] [ 0.59013951 0.45364821 0.51346935 0.4679498 0.35337553] [ 0.29910604 0.57040875 0.56049373 0.78073003 0.63702535] [ 0.14859023 0.59891245 0.45247868 0.9361959 0.68406558] [ 0.60065278 0.49515752 0.51932089 0.69267184 0.40768409] [ 0.29076999 0.69093618 0.51345768 0.81962002 0.57705361] [ 0.45513994 0.52304312 0.40035836 0.54647578 0.53723359] [ 0.50217692 0.46917195 0.48548324 0.5044416 0.66465592] [ 0.73326249 0.47366028 0.55889902 0.41554914 0.43252286] [ 0.58353012 0.54548741 0.59503366 0.77505797 0.47221904] [ 0.28139524 0.55492297 0.46553632 0.87733046 0.51258246] [ 0.3752432 0.55996618 0.26977819 0.63541248 0.49933926] [ 0.26773172 0.52676583 0.54319487 0.83506063 0.52392828] [ 0.26285679 0.53755601 0.41756735 0.75965492 0.61693739] [ 0.69790521 0.59130286 0.52865515 0.50653671 0.44483514] [ 0.67405211 0.44924603 0.50946161 0.33137127 0.3295336 ] [ 0.33048452 0.5247724 0.49185485 0.52622432 0.51155462] [ 0.53547304 0.45669722 0.60460413 0.68185039 0.50429924] [ 0.48674525 0.45900676 0.46421676 0.70539443 0.42664937] [ 0.2988407 0.41924568 0.54560821 0.73667454 0.63525957] [ 0.64627851 0.4655012 0.61248097 0.58352285 0.4516257 ] [ 0.43307799 0.4761504 0.50001222 0.71032161 0.4178962 ] [ 0.61161879 0.43654783 0.4459039 0.42044953 0.33811768] [ 0.17752021 0.60628749 0.40635817 0.8241613 0.55773267] [ 0.58485251 0.6131206 0.5134825 0.41745959 0.66152383] [ 0.71581014 0.42825919 0.61283188 0.5164457 0.40653262] [ 0.34881714 0.50241375 0.51887047 0.82342469 0.37234472] [ 0.62175996 0.40210958 0.61665926 0.23708363 0.53539954] [ 0.53549221 0.54244203 0.42883633 0.66334159 0.59463333] [ 0.6515236 0.53642334 0.54528844 0.4380844 0.42852085] [ 0.66045947 0.47762976 0.52286802 0.40166413 0.55572913] [ 0.35543458 0.42553218 0.40508937 0.81256589 0.44947725] [ 0.14910519 0.63875294 0.36599239 0.86892898 0.5715584 ] [ 0.31745969 0.4843443 0.36480282 0.56296957 0.51895443] [ 0.72938735 0.49890402 0.39845368 0.69006587 0.38515619] [ 0.64154694 0.58963894 0.37416767 0.5283282 0.31815756] [ 0.78405416 0.46307894 0.56024579 0.29361996 0.43489671] [ 0.49556933 0.5512328 0.39181271 0.57410277 0.5638286 ] [ 0.52379131 0.68060647 0.33151965 0.64682121 0.4396682 ] [ 0.44771611 0.5502534 0.47036887 0.62148219 0.52171218] [ 0.66257435 0.4504481 0.50406912 0.55967218 0.40600141] [ 0.21150672 0.55983895 0.40465701 0.86317709 0.55144505] [ 0.4372519 0.45288475 0.54589981 0.69741164 0.4015117 ] [ 0.78405416 0.46307894 0.56024579 0.29361996 0.43489671] [ 0.82529103 0.48376704 0.44859895 0.52632571 0.37207705] [ 0.22048034 0.69379859 0.33427033 0.8092299 0.46087604] [ 0.59577216 0.54079991 0.35716129 0.53105317 0.44522481] [ 0.41752183 0.57146968 0.47956261 0.6098388 0.55372582] [ 0.65467388 0.60179202 0.46028486 0.47236831 0.43474653] [ 0.23752077 0.60080598 0.53810958 0.72271574 0.44147271] [ 0.80853581 0.40977543 0.59706495 0.27465447 0.38363374] [ 0.42929464 0.59491963 0.31501688 0.73007616 0.54865303] [ 0.67967648 0.45419622 0.4624867 0.25359 0.3249514 ] [ 0.87288594 0.36376986 0.50812054 0.18648855 0.28894188] [ 0.3687378 0.51030164 0.5437417 0.72776461 0.50025293] [ 0.73712257 0.222263 0.46370101 0.28001337 0.36957825] [ 0.25257121 0.50746353 0.63454062 0.70765743 0.68409452] [ 0.87966732 0.36609991 0.4798076 0.31018095 0.40050131] [ 0.53952266 0.48173441 0.44533487 0.62463877 0.25526314] [ 0.41209443 0.42174375 0.61982061 0.6806489 0.56225187] [ 0.58643837 0.5436745 0.48479806 0.33280177 0.44106033] [ 0.91853799 0.38804894 0.51168314 0.27432232 0.34057623] [ 0.69459525 0.45440127 0.59914439 0.51512285 0.43930799] [ 0.62658763 0.39987786 0.37805621 0.50434834 0.51564906] [ 0.29665445 0.58729073 0.48195869 0.66599077 0.65155617] [ 0.6554514 0.64516729 0.36010964 0.48789665 0.42377205] [ 0.84192763 0.30125887 0.39096924 0.29436328 0.340552 ] [ 0.82805622 0.46215722 0.56606463 0.43427439 0.3962002 ] [ 0.47380242 0.60541039 0.446085 0.71403668 0.32971882] [ 0.46568892 0.49103796 0.50717183 0.35223659 0.55711493] [ 0.65330719 0.67532282 0.35923203 0.46887252 0.34678867] [ 0.41582159 0.6406375 0.37156802 0.56527435 0.46086456] [ 0.77159872 0.39236664 0.56460145 0.26512331 0.41113175] [ 0.65927006 0.40270641 0.65326744 0.43259637 0.45960399] [ 0.35004814 0.72252073 0.28344726 0.67560467 0.46889027] [ 0.72360626 0.56318033 0.51334055 0.35996524 0.59275421] Progress: 36.0% ... Training loss: 0.553 ... Validation loss: 0.936[ 0.68535855 0.45917947 0.52286686 0.43123349 0.38406883] [ 0.36083003 0.60911946 0.25776237 0.7495639 0.51874043] [ 0.50459505 0.61382161 0.44858079 0.68392414 0.45528072] [ 0.26599741 0.49180525 0.43966548 0.83524273 0.60198527] [ 0.59871478 0.38720686 0.59922773 0.48809317 0.42188382] [ 0.35662624 0.40495563 0.53776166 0.47935193 0.65762543] [ 0.71721446 0.49489116 0.60210419 0.41465373 0.42521137] [ 0.42420594 0.43829429 0.38089161 0.52427707 0.57737477] [ 0.63700186 0.6318889 0.42934334 0.59032641 0.55143896] [ 0.60745416 0.57955052 0.4070941 0.48693678 0.39259091] [ 0.69291781 0.5162206 0.5785143 0.58248526 0.41698805] [ 0.68973914 0.55736628 0.51091051 0.31584433 0.50158825] [ 0.6265894 0.52347124 0.55940127 0.40763115 0.38394433] [ 0.32268922 0.5938574 0.40883336 0.55939916 0.42970409] [ 0.63294408 0.53768616 0.50426871 0.52422932 0.42244739] [ 0.66051104 0.57142362 0.37635 0.45842372 0.53527385] [ 0.56022762 0.51028633 0.44199374 0.75812747 0.4074798 ] [ 0.45749191 0.59018082 0.38861171 0.67658582 0.38010769] [ 0.35871253 0.46713574 0.58670493 0.63805959 0.49903722] [ 0.68414073 0.5412147 0.53415556 0.40282662 0.56133168] [ 0.78492751 0.35381018 0.56107638 0.24601672 0.46022434] [ 0.18767987 0.67961218 0.34742316 0.73508295 0.47076631] [ 0.21257778 0.73532001 0.25929627 0.88204639 0.56743418] [ 0.80727587 0.50365172 0.44000794 0.27680522 0.38305195] [ 0.31611886 0.45590342 0.43566699 0.56862644 0.59529295] [ 0.36099246 0.68136684 0.29138438 0.58661114 0.36800882] [ 0.22710498 0.69123154 0.37921079 0.68387237 0.44763332] [ 0.36802123 0.54108586 0.44123266 0.81187601 0.49876108] [ 0.35293135 0.48422908 0.47387078 0.55946718 0.58139429] [ 0.5468236 0.61413562 0.39609476 0.40645159 0.44523608] [ 0.5663327 0.53622905 0.41682511 0.4942128 0.41838513] [ 0.70581017 0.61364654 0.56005306 0.41615144 0.46450211] [ 0.70927375 0.29384035 0.52590693 0.29186255 0.48365854] [ 0.7158215 0.50185588 0.47125774 0.44488807 0.36425336] [ 0.5925546 0.41996663 0.58006676 0.39194814 0.37433388] [ 0.54212301 0.49239109 0.36947556 0.45161418 0.3862164 ] [ 0.17100555 0.57343091 0.54778637 0.8593722 0.52843594] [ 0.81548028 0.44158129 0.49953192 0.25078881 0.27587065] [ 0.62242406 0.53663191 0.48560154 0.54729663 0.37894158] [ 0.90272558 0.25837696 0.60800828 0.11333881 0.33723396] [ 0.37237548 0.62778591 0.2428272 0.81233534 0.50118799] [ 0.44308226 0.47858641 0.41696792 0.44953081 0.54940995] [ 0.61493934 0.4029238 0.56688632 0.63336245 0.33360234] [ 0.6680532 0.4839257 0.44971624 0.29197813 0.45800148] [ 0.43438937 0.57042132 0.4696575 0.69148271 0.61001005] [ 0.45709373 0.50100226 0.55512961 0.55855054 0.43420963] [ 0.69245098 0.38955769 0.45710897 0.28375767 0.34028942] [ 0.3711997 0.50275343 0.42660816 0.45447493 0.58667397] [ 0.69155533 0.45333573 0.52924186 0.35645768 0.4069485 ] [ 0.35620808 0.49638867 0.53826836 0.61720407 0.50545733] [ 0.90319872 0.41166517 0.48281234 0.23435593 0.32603109] [ 0.33310163 0.49243798 0.45836394 0.57034049 0.56439475] [ 0.39910057 0.55051811 0.57912438 0.75213672 0.4189665 ] [ 0.67310362 0.43140712 0.52544064 0.67508078 0.37906481] [ 0.6226816 0.39670976 0.56513754 0.52496075 0.37370384] [ 0.62995212 0.61031026 0.51153553 0.46601406 0.48248414] [ 0.58053029 0.3294463 0.62384135 0.69149583 0.4677409 ] [ 0.67869775 0.45704267 0.34906414 0.44351159 0.34461611] [ 0.42417247 0.40894179 0.55443746 0.72417309 0.55744728] [ 0.6099959 0.42857677 0.53562538 0.70196705 0.41030677] [ 0.6545641 0.51018168 0.46359459 0.55180725 0.50335699] [ 0.88419825 0.32303918 0.55674831 0.21748678 0.36581769] [ 0.66676491 0.39661386 0.67763339 0.46472328 0.41970946] [ 0.74549238 0.40770334 0.57078714 0.41748195 0.45988661] [ 0.3170311 0.54336246 0.49405724 0.84393102 0.55789994] [ 0.68776535 0.53887967 0.5554263 0.49551283 0.38537181] [ 0.40602082 0.58040825 0.37958135 0.81143167 0.62207304] [ 0.37800368 0.54023927 0.56432536 0.56049012 0.63684895] [ 0.56043767 0.67630293 0.47121018 0.55570076 0.49733413] [ 0.23954668 0.4682235 0.45391481 0.89633686 0.64280673] [ 0.76073257 0.44498921 0.5273886 0.28111164 0.382227 ] [ 0.24892758 0.68203717 0.33618266 0.85602341 0.53635665] [ 0.11600064 0.66393398 0.39000174 0.91812068 0.49497451] [ 0.32064451 0.68133645 0.25198542 0.73184867 0.48034779] [ 0.22483402 0.59039195 0.49973658 0.88749651 0.52894479] [ 0.52107462 0.48687666 0.48007686 0.44186904 0.39705492] [ 0.67471229 0.49160655 0.4615575 0.34038534 0.31570262] [ 0.64738971 0.37105909 0.49693145 0.54135781 0.48817041] [ 0.35548796 0.51755368 0.43143301 0.61534588 0.58827133] [ 0.81735276 0.4605938 0.47322179 0.35061347 0.31147601] [ 0.512306 0.45450221 0.52522453 0.59701186 0.39340574] [ 0.42597462 0.68955909 0.40020735 0.73916958 0.53166068] [ 0.84596836 0.33688515 0.60030063 0.24614837 0.38199714] [ 0.56043787 0.38674558 0.44602849 0.3916428 0.4843782 ] [ 0.72463518 0.36343722 0.54397093 0.3137128 0.46208148] [ 0.56447103 0.314878 0.46612521 0.54865965 0.38707098] [ 0.39014975 0.53792106 0.61917494 0.52203331 0.60341284] [ 0.76830623 0.47307523 0.48420086 0.21481632 0.42184396] [ 0.52624138 0.63316907 0.50742739 0.55667842 0.39829019] [ 0.71546956 0.47172691 0.5073254 0.34738845 0.35305079] [ 0.3765709 0.43907419 0.4181238 0.65594536 0.41658414] [ 0.4827792 0.58777517 0.42839699 0.60049906 0.56964255] [ 0.68288098 0.56789343 0.42043358 0.49155979 0.30167972] [ 0.17497225 0.62054126 0.37386173 0.88645327 0.59365301] [ 0.55070401 0.43454671 0.4819832 0.59345513 0.49497596] [ 0.2339738 0.67889531 0.55643863 0.79621012 0.66622032] [ 0.55308293 0.39089635 0.56965509 0.29646719 0.51121217] [ 0.52336026 0.46942742 0.51690077 0.56921763 0.53462687] [ 0.46350534 0.63340148 0.31333372 0.63597962 0.34727041] [ 0.5767687 0.55940462 0.45654309 0.50940516 0.57391188] [ 0.39873659 0.56232093 0.45849958 0.62429078 0.45797904] [ 0.6726925 0.39072444 0.52389671 0.45344541 0.44759802] [ 0.81779088 0.39332543 0.54804247 0.29634632 0.38428026] [ 0.33358281 0.42159684 0.52130318 0.81084365 0.4371387 ] [ 0.2415448 0.55265336 0.35329714 0.72938877 0.44688696] [ 0.64517087 0.4598597 0.47249803 0.63019861 0.40729152] [ 0.69110515 0.54573494 0.45896022 0.35444151 0.54382991] [ 0.67374416 0.46358966 0.47010968 0.36322428 0.41109633] [ 0.86387234 0.37443107 0.49377783 0.11397544 0.33920886] [ 0.7598385 0.45956322 0.50662207 0.26686853 0.28263288] [ 0.58152135 0.41197797 0.43993703 0.66432776 0.3070375 ] [ 0.83178133 0.56113179 0.38845055 0.41746143 0.43666753] [ 0.59116291 0.4188884 0.36001491 0.40655832 0.29262335] [ 0.66848051 0.38411075 0.66231009 0.6051393 0.35350912] [ 0.7806432 0.48871338 0.56279743 0.38644591 0.36815095] [ 0.38542409 0.57060437 0.52844528 0.81260078 0.54221119] [ 0.75999284 0.38701306 0.63043125 0.21585883 0.38946059] [ 0.69259457 0.22782944 0.59622379 0.27514551 0.47595714] [ 0.67814973 0.50104702 0.50990584 0.36551573 0.48700773] [ 0.61777477 0.52299528 0.3697247 0.3617024 0.32328015] [ 0.7286051 0.41496947 0.50928701 0.29803756 0.55703347] [ 0.27032103 0.47486652 0.67820785 0.68690654 0.57947489] [ 0.36264755 0.53115061 0.54533804 0.59458618 0.5348537 ] [ 0.57879849 0.45499057 0.53146568 0.66197388 0.3106477 ] [ 0.68184367 0.47083422 0.53602634 0.25542668 0.41410432] [ 0.39275603 0.68622717 0.44669779 0.63375684 0.48386877] [ 0.53157963 0.51932426 0.38561199 0.32979899 0.3892817 ] [ 0.27619364 0.52606135 0.41965945 0.68247806 0.4311738 ] Progress: 36.0% ... Training loss: 0.553 ... Validation loss: 0.941[ 0.6236146 0.40325501 0.54473788 0.6567621 0.32537939] [ 0.83879185 0.4967302 0.47615743 0.16513708 0.34851225] [ 0.6108754 0.54133604 0.46841727 0.4245048 0.58203548] [ 0.83137425 0.48831599 0.49733705 0.29015185 0.41564133] [ 0.88327177 0.3527941 0.61650999 0.18909238 0.38283693] [ 0.51434596 0.48057762 0.55688641 0.62103772 0.4279998 ] [ 0.57580439 0.45483743 0.37369818 0.41304501 0.43170646] [ 0.46528037 0.43811544 0.39580712 0.55267286 0.3622673 ] [ 0.9038371 0.5095642 0.46913604 0.26346662 0.33181381] [ 0.3222663 0.57109837 0.46664824 0.7009864 0.52740495] [ 0.13400441 0.63239758 0.37522065 0.92865922 0.60029564] [ 0.71728858 0.48547969 0.35979906 0.26210979 0.34785046] [ 0.55991824 0.54236241 0.40373303 0.49610501 0.48763145] [ 0.63104488 0.43927711 0.50257541 0.48615806 0.39994079] [ 0.40941073 0.46518231 0.36438338 0.57666112 0.45493291] [ 0.2039718 0.58327054 0.45239513 0.8384891 0.47856322] [ 0.47923365 0.50890625 0.38111468 0.62608742 0.33868587] [ 0.20573061 0.49447448 0.44933111 0.88472357 0.65556248] [ 0.65527368 0.58002297 0.49847514 0.52908409 0.33723369] [ 0.78494118 0.51011026 0.46410499 0.39964709 0.34922983] [ 0.65781232 0.51487605 0.59695853 0.434753 0.48616096] [ 0.62216012 0.62336261 0.43928717 0.4917387 0.43984762] [ 0.11328651 0.61047546 0.41230357 0.80304856 0.46909774] [ 0.65494265 0.38837861 0.58079506 0.5211232 0.49647739] [ 0.74793949 0.36248643 0.38059097 0.41753436 0.31545583] [ 0.41496296 0.56616791 0.52876921 0.72140667 0.45448136] [ 0.76028225 0.41900166 0.56319395 0.33122307 0.34066703] [ 0.53768298 0.42820795 0.47140338 0.80012738 0.351847 ] [ 0.50807443 0.45713345 0.64234876 0.69152191 0.35775305] [ 0.47769641 0.48262263 0.52296889 0.65101092 0.61939859] [ 0.47775786 0.57877045 0.57916798 0.75626191 0.53561811] [ 0.50093568 0.57443124 0.42280519 0.46936083 0.53935127] [ 0.83867721 0.48147662 0.34141649 0.41559036 0.30927934] [ 0.79041745 0.51783827 0.36981778 0.38498495 0.35318394] [ 0.53146351 0.52633793 0.49834861 0.52713945 0.43708171] [ 0.17872892 0.57846556 0.4281004 0.89246012 0.45394691] [ 0.19819122 0.56939168 0.4885703 0.81187177 0.59239638] [ 0.74512759 0.43589027 0.55377395 0.20145874 0.5443098 ] [ 0.2793559 0.54063711 0.36767903 0.79644916 0.49327202] [ 0.16179774 0.65086785 0.38243534 0.85650451 0.55619415] [ 0.62551908 0.46494188 0.43293121 0.65058265 0.31429314] [ 0.76148732 0.4238456 0.47982125 0.28904259 0.43528971] [ 0.55736111 0.35642855 0.43352724 0.45428034 0.43081179] [ 0.50020788 0.44348578 0.63923053 0.45357717 0.49980836] [ 0.45076884 0.63051342 0.34975208 0.49655112 0.42667119] [ 0.81434842 0.48140839 0.43829453 0.32292404 0.41133187] [ 0.53860203 0.40148757 0.50860939 0.42266811 0.47727748] [ 0.6379877 0.39958118 0.59745926 0.61054353 0.46337973] [ 0.54159037 0.4941485 0.5108818 0.75116999 0.45429639] [ 0.85686 0.45596457 0.45268243 0.24285382 0.38494103] [ 0.57289874 0.38133199 0.63696153 0.49220717 0.47996697] [ 0.38205712 0.60422742 0.3593961 0.68647663 0.55851717] [ 0.52311082 0.57800562 0.39400313 0.5391148 0.34869013] [ 0.65414388 0.39344732 0.59018591 0.54694163 0.43209237] [ 0.73934519 0.45250716 0.38651755 0.38642981 0.33955879] [ 0.33602913 0.49785676 0.44332405 0.56592513 0.55711022] [ 0.67645797 0.50072029 0.48716957 0.4862831 0.44871341] [ 0.38611349 0.57096508 0.47735658 0.84736528 0.54149711] [ 0.69826344 0.47601717 0.48109239 0.42545943 0.4537253 ] [ 0.26813589 0.677352 0.38289375 0.82345309 0.42007365] [ 0.74086001 0.44289676 0.55891681 0.42605969 0.51517531] [ 0.78062349 0.35734193 0.61364641 0.30698862 0.4703226 ] [ 0.43860599 0.45263829 0.44762787 0.53039691 0.5076603 ] [ 0.62044021 0.4512565 0.38546514 0.3684401 0.31305115] [ 0.68057939 0.50833038 0.58307864 0.41145539 0.53757927] [ 0.76167822 0.52568663 0.45345763 0.4477946 0.28605331] [ 0.84884476 0.36234358 0.68054411 0.21089368 0.41641724] [ 0.78015685 0.41369156 0.53967724 0.26574428 0.48419171] [ 0.31417788 0.49018483 0.43984505 0.81452357 0.46906146] [ 0.87053741 0.3926192 0.58661266 0.18615723 0.4377479 ] [ 0.68010648 0.43191309 0.54701875 0.24183662 0.50321659] [ 0.20074098 0.72377337 0.39633805 0.83544473 0.57463622] [ 0.5953509 0.34948915 0.63680619 0.62617665 0.47203983] [ 0.50933871 0.64854145 0.45686879 0.64074247 0.35153046] [ 0.50028086 0.57556805 0.50108056 0.5721687 0.49576608] [ 0.38177417 0.5608321 0.51143625 0.41604479 0.57450359] [ 0.50487152 0.59632434 0.57082024 0.64543271 0.49707282] [ 0.88951164 0.38977682 0.54562681 0.22014466 0.28161333] [ 0.5039584 0.53663125 0.48720653 0.60807398 0.4183895 ] [ 0.40858589 0.62539829 0.41972303 0.57494243 0.40079357] [ 0.37067608 0.68936637 0.42270379 0.70836967 0.45441313] [ 0.75865139 0.43699922 0.49315257 0.18403133 0.26844232] [ 0.71396286 0.4058164 0.55047957 0.24672932 0.36545523] [ 0.66621426 0.56471699 0.37921119 0.6629812 0.37591629] [ 0.3190531 0.49978578 0.37646547 0.64538419 0.55300698] [ 0.65868631 0.39014964 0.47285938 0.64096394 0.32037599] [ 0.32062314 0.37208406 0.57437664 0.7925688 0.40067103] [ 0.63603344 0.65405379 0.36439555 0.70817803 0.40260882] [ 0.65316389 0.57455935 0.51161055 0.40156072 0.51358663] [ 0.35865107 0.45793319 0.52072835 0.7523476 0.53341671] [ 0.55611298 0.55669654 0.42792247 0.47063759 0.34202364] [ 0.48365808 0.45670697 0.45846373 0.75983513 0.43949017] [ 0.78307768 0.51024072 0.53375412 0.35556683 0.52635416] [ 0.40951287 0.5136504 0.52103534 0.53498819 0.52753897] [ 0.19911648 0.68752441 0.33258589 0.74327647 0.58559337] [ 0.43816649 0.55726357 0.48186056 0.43599099 0.47030931] [ 0.58938076 0.59336787 0.46368544 0.43976569 0.45307132] [ 0.52007373 0.57800126 0.44515833 0.62276515 0.48632248] [ 0.62386667 0.43661137 0.45430481 0.33963831 0.34746395] [ 0.86147357 0.29747718 0.60826607 0.15481787 0.37849817] [ 0.42556488 0.53244941 0.52781719 0.66840081 0.49173427] [ 0.26773096 0.49090995 0.44003912 0.83457488 0.60168887] [ 0.21906177 0.60768507 0.40686465 0.75710174 0.43780478] [ 0.6723759 0.49598576 0.49448241 0.40188269 0.42892133] [ 0.30661415 0.57307299 0.45007235 0.85540197 0.55295003] [ 0.19279365 0.73082813 0.34870778 0.77953552 0.50782284] [ 0.73898834 0.32220196 0.5077509 0.22013203 0.34151719] [ 0.84261333 0.43464915 0.50155788 0.36874736 0.37034779] [ 0.60956497 0.388062 0.52344465 0.7283268 0.47396021] [ 0.3948554 0.49386727 0.57454342 0.72190496 0.49007559] [ 0.18130325 0.59318502 0.4118525 0.74932098 0.60046994] [ 0.65446676 0.52285098 0.6620655 0.479869 0.46599787] [ 0.38355024 0.53231658 0.51562503 0.57293944 0.55351583] [ 0.65142105 0.47471017 0.40760575 0.61777644 0.35808434] [ 0.31016082 0.62447169 0.41410484 0.72112346 0.44631521] [ 0.90552822 0.32285213 0.30438444 0.21201936 0.25268571] [ 0.8494672 0.31611868 0.38225481 0.17654139 0.28881368] [ 0.34312246 0.49432638 0.37933599 0.72335317 0.36468871] [ 0.31168438 0.63937172 0.4190737 0.64639351 0.47265296] [ 0.13982168 0.60552622 0.54491566 0.94885854 0.65693179] [ 0.32338342 0.55606868 0.53750471 0.65883037 0.50357226] [ 0.27205577 0.47393365 0.67856805 0.68579887 0.57914759] [ 0.90559765 0.27397125 0.60065234 0.11678558 0.38050144] [ 0.38780796 0.60668644 0.53730577 0.63605432 0.47535058] [ 0.26390601 0.56802847 0.48447956 0.88146538 0.61558115] [ 0.36362623 0.43617493 0.40578632 0.79667942 0.51905518] [ 0.5797676 0.55772699 0.33673771 0.53651092 0.37996629] [ 0.7188977 0.44357789 0.51967503 0.40874659 0.43369269] Progress: 36.1% ... Training loss: 0.553 ... Validation loss: 0.938[ 0.50566341 0.55601864 0.47310851 0.57334904 0.46311336] [ 0.44957941 0.44845045 0.64229269 0.75760208 0.45678605] [ 0.35029351 0.57351705 0.58736406 0.77585153 0.58413641] [ 0.25167891 0.53443346 0.55688832 0.82330581 0.50134448] [ 0.3633434 0.5598857 0.47950775 0.5354075 0.40030159] [ 0.5642366 0.62006311 0.44497641 0.51490428 0.38957031] [ 0.22478852 0.68736201 0.3491844 0.82850846 0.57482846] [ 0.72755648 0.40168313 0.64037158 0.28175671 0.51575514] [ 0.81922674 0.45102457 0.59601381 0.29914831 0.44961943] [ 0.34587619 0.55952486 0.41122126 0.83713121 0.55486573] [ 0.4931697 0.59751333 0.51955537 0.47354352 0.43586925] [ 0.3925855 0.44838149 0.41469753 0.68012179 0.49486179] [ 0.60684774 0.51653685 0.50980601 0.45580132 0.48818156] [ 0.93122814 0.23779438 0.54511651 0.1172688 0.3292722 ] [ 0.50052198 0.44687568 0.46456683 0.60891143 0.40963174] [ 0.57374791 0.48007664 0.55854675 0.37935658 0.52902257] [ 0.53707977 0.64215166 0.38156663 0.49795619 0.40220557] [ 0.5869604 0.4207774 0.526518 0.37739337 0.32157424] [ 0.79171866 0.37839538 0.68136329 0.19578393 0.3758724 ] [ 0.46481931 0.54693898 0.35481667 0.54877774 0.33197695] [ 0.65869009 0.47593094 0.56784839 0.43682959 0.542497 ] [ 0.31917758 0.67015563 0.44191271 0.7414482 0.64983801] [ 0.46220366 0.43521239 0.58613221 0.71280465 0.38759242] [ 0.68740111 0.36755117 0.47452235 0.38840553 0.43674863] [ 0.77111727 0.48558951 0.52501515 0.42172919 0.45326106] [ 0.348291 0.49038671 0.51777582 0.7267864 0.51672848] [ 0.69056074 0.39148248 0.58828773 0.44537077 0.38195747] [ 0.37135742 0.69040274 0.43866203 0.66175553 0.47107304] [ 0.60653342 0.39639069 0.48000396 0.60547438 0.48788218] [ 0.50643605 0.55275215 0.52976823 0.39747754 0.48788516] [ 0.64914587 0.32042758 0.53149371 0.31510621 0.46941664] [ 0.79100673 0.33562606 0.57439044 0.26989379 0.46690621] [ 0.73496727 0.54278299 0.37070295 0.43931687 0.45347169] [ 0.41785141 0.57144948 0.47957557 0.6096105 0.55371491] [ 0.43904278 0.59375414 0.36833625 0.61537748 0.42966402] [ 0.41110144 0.58669192 0.51737993 0.61280145 0.54986458] [ 0.14865354 0.52260092 0.34628655 0.87731454 0.54260752] [ 0.54776115 0.5995264 0.43581703 0.75594799 0.46376943] [ 0.42895344 0.50348412 0.42757733 0.79623141 0.32413508] [ 0.42971034 0.5603717 0.36836232 0.56038925 0.33320728] [ 0.26075073 0.55665791 0.58675374 0.80856822 0.6657904 ] [ 0.56643896 0.64178272 0.52906496 0.55910091 0.50631062] [ 0.56797809 0.5285454 0.50639093 0.49951314 0.60598187] [ 0.23577317 0.5052677 0.58486906 0.70643418 0.46089732] [ 0.3814063 0.68069359 0.32791812 0.80811497 0.61358579] [ 0.26959451 0.629211 0.54512259 0.80559946 0.58439938] [ 0.69504078 0.38952547 0.57760466 0.461044 0.35627719] [ 0.61184265 0.44113289 0.60771217 0.29990802 0.53836051] [ 0.69759478 0.41001463 0.46946842 0.44206361 0.35516918] [ 0.74640937 0.54802397 0.55314823 0.4748035 0.35284678] [ 0.7479333 0.56832234 0.56726596 0.4551974 0.36690982] [ 0.82056552 0.34046404 0.56184123 0.23740595 0.42047934] [ 0.10273977 0.69885853 0.46854548 0.89594154 0.53666806] [ 0.81237717 0.39868584 0.653699 0.12597784 0.35919065] [ 0.18376975 0.51592084 0.49083782 0.85447495 0.54796853] [ 0.21536633 0.58140436 0.40232223 0.87763745 0.53471329] [ 0.29833903 0.59797857 0.39352731 0.68718822 0.51351003] [ 0.1056225 0.5972369 0.44299025 0.90793929 0.59230586] [ 0.37977901 0.5295165 0.53838685 0.69020489 0.41507285] [ 0.22299361 0.55287251 0.34075931 0.88807893 0.43273868] [ 0.39464314 0.50912156 0.5928785 0.77360691 0.56228615] [ 0.55063587 0.41862804 0.4821009 0.33746802 0.48502517] [ 0.28490042 0.64209002 0.38417774 0.80107721 0.46134199] [ 0.87759191 0.32437186 0.47601669 0.25745521 0.41168111] [ 0.40017608 0.51074311 0.63201801 0.71584898 0.42184342] [ 0.49265087 0.58782702 0.56958279 0.74996097 0.51289604] [ 0.85690035 0.42501312 0.47097442 0.23859721 0.39575076] [ 0.54182428 0.55282897 0.42489211 0.5579672 0.47259036] [ 0.53919495 0.46472443 0.62335606 0.66437147 0.46513336] [ 0.30305122 0.63823351 0.40183898 0.75468332 0.57805006] [ 0.83032278 0.37454375 0.36678731 0.38750869 0.33300852] [ 0.82298107 0.53281682 0.46673928 0.24646227 0.43792639] [ 0.48626025 0.49978511 0.40235943 0.46669582 0.36900211] [ 0.30316659 0.5587507 0.48989916 0.8123133 0.53877355] [ 0.482463 0.53795075 0.38955428 0.49309925 0.32394806] [ 0.19573636 0.56203029 0.39906552 0.77394211 0.57185026] [ 0.36847708 0.63037427 0.42759111 0.73131913 0.64951588] [ 0.10368174 0.69838918 0.43071048 0.91519543 0.51852788] [ 0.39718923 0.61187195 0.39790005 0.53610624 0.40814011] [ 0.79647469 0.51383328 0.41380597 0.26038401 0.37748507] [ 0.22952032 0.60281016 0.37380463 0.73347354 0.51168195] [ 0.13620211 0.64050885 0.40406332 0.87933829 0.4478355 ] [ 0.57348655 0.42580551 0.5836683 0.64626686 0.45194352] [ 0.52811889 0.42295879 0.52820099 0.32675333 0.69990006] [ 0.36769951 0.51657651 0.50232112 0.65577576 0.40504387] [ 0.51643345 0.54009853 0.46417101 0.77513139 0.54362815] [ 0.50412543 0.41060671 0.50827054 0.49292308 0.3423973 ] [ 0.41239315 0.50005154 0.55084961 0.50583763 0.52229041] [ 0.67938098 0.50362406 0.46287199 0.52519337 0.44267743] [ 0.06980931 0.58042205 0.47529459 0.9451483 0.65013 ] [ 0.84692943 0.54589452 0.48118613 0.37111346 0.41990354] [ 0.48827125 0.42594496 0.62968864 0.74417406 0.48103991] [ 0.22832727 0.7592475 0.39419236 0.78997635 0.56751187] [ 0.65520716 0.58006408 0.4984583 0.52907322 0.33723746] [ 0.32994674 0.52322747 0.38145669 0.70642944 0.33670229] [ 0.74039328 0.28302338 0.4969457 0.38520067 0.38268495] [ 0.47243117 0.36953885 0.540355 0.63569952 0.41209727] [ 0.35467365 0.53160563 0.42474589 0.66181741 0.63873953] [ 0.2137466 0.61301516 0.44729829 0.89794741 0.64777722] [ 0.49440611 0.56179341 0.47008247 0.38802332 0.50831487] [ 0.62590221 0.48835539 0.61156714 0.36417291 0.34217939] [ 0.86032815 0.39272327 0.41716569 0.32759925 0.29454976] [ 0.4589622 0.39227447 0.50217697 0.64182324 0.43474098] [ 0.09532171 0.64100287 0.42914854 0.89309259 0.55888039] [ 0.54013537 0.60456519 0.41688583 0.51887483 0.41785893] [ 0.61229957 0.36090194 0.49130971 0.4391338 0.45394472] [ 0.72839841 0.43915191 0.3838067 0.2689995 0.34699962] [ 0.54045867 0.5057602 0.53674118 0.34676301 0.5365388 ] [ 0.69347387 0.34836075 0.59851094 0.47716819 0.42688902] [ 0.77971435 0.49611919 0.39110775 0.48993544 0.42716346] [ 0.27655934 0.63795152 0.28668083 0.82946903 0.44955703] [ 0.68667845 0.51163153 0.38609119 0.3010457 0.32448391] [ 0.75416149 0.37864176 0.35297684 0.3108308 0.48429304] [ 0.42650824 0.63862907 0.48071833 0.62130583 0.31536651] [ 0.46915737 0.47405228 0.48468807 0.71659875 0.31734317] [ 0.65656413 0.34100837 0.54628564 0.47194053 0.31156647] [ 0.58917665 0.42843377 0.47659412 0.69427371 0.40129677] [ 0.85376394 0.32683776 0.58438481 0.13636052 0.38157363] [ 0.44520538 0.49534327 0.40423828 0.74455727 0.3452157 ] [ 0.81740886 0.39361983 0.54791925 0.29657799 0.3843702 ] [ 0.7971533 0.38460239 0.40107268 0.22084396 0.29185479] [ 0.35542004 0.53203233 0.37460858 0.78261365 0.37947097] [ 0.31410168 0.56960132 0.4697665 0.7528733 0.53858433] [ 0.79100673 0.33562606 0.57439044 0.26989379 0.46690621] [ 0.53596955 0.5558856 0.39624938 0.6205517 0.55679784] [ 0.39003323 0.36723745 0.60306768 0.66923324 0.46498907] [ 0.20897746 0.58679687 0.43350747 0.72161985 0.50655745] [ 0.31206053 0.59889117 0.46786211 0.77187554 0.63799689] Progress: 36.1% ... Training loss: 0.552 ... Validation loss: 0.938[ 0.43894759 0.5335323 0.46334019 0.65906056 0.44477406] [ 0.58990025 0.47099085 0.60841045 0.25804463 0.37324039] [ 0.44691689 0.67035626 0.38251178 0.78330403 0.42029202] [ 0.72767796 0.51467072 0.52717014 0.4280799 0.50091173] [ 0.46563591 0.64235923 0.56302654 0.68228383 0.44614439] [ 0.69024783 0.37916198 0.48957459 0.23482459 0.35339047] [ 0.54997242 0.59024507 0.55043835 0.71887897 0.46935334] [ 0.57579802 0.49538937 0.62188254 0.76841618 0.43154312] [ 0.71633732 0.49529076 0.31769675 0.49600963 0.38978827] [ 0.45374872 0.59840523 0.46181988 0.59107602 0.5310068 ] [ 0.26612829 0.56746371 0.42151193 0.75050746 0.6714113 ] [ 0.75987705 0.44564388 0.52709639 0.28163848 0.38243727] [ 0.44310865 0.44016955 0.52580942 0.53773339 0.60519593] [ 0.76804813 0.45606236 0.40594165 0.23593721 0.31391674] [ 0.5078857 0.43652441 0.44995812 0.65378336 0.38589655] [ 0.71805193 0.41384 0.53261282 0.47007562 0.36742783] [ 0.31018962 0.44625346 0.62503908 0.76471952 0.50604315] [ 0.27049166 0.68741225 0.40282575 0.63275097 0.57557832] [ 0.36639125 0.52978664 0.39959813 0.61065553 0.45612458] [ 0.10694484 0.61971828 0.37167404 0.95125749 0.53403947] [ 0.74170586 0.47491407 0.50344381 0.30203322 0.41211826] [ 0.46544013 0.51071529 0.35993249 0.53818468 0.51283178] [ 0.55999555 0.36926039 0.67393401 0.42417279 0.4319932 ] [ 0.48609488 0.55811375 0.51164808 0.55070619 0.55267922] [ 0.71904706 0.57752253 0.37505877 0.58572744 0.389669 ] [ 0.75722048 0.50025108 0.30614451 0.38420921 0.31487151] [ 0.24580281 0.48253505 0.39699567 0.61069973 0.77714676] [ 0.35020187 0.63563057 0.39329496 0.74637155 0.47700994] [ 0.61268008 0.58981138 0.42628082 0.52538069 0.34951851] [ 0.44773074 0.65423446 0.51697395 0.69847573 0.59246483] [ 0.52219018 0.53879766 0.38977073 0.46822817 0.40346216] [ 0.87267855 0.46219506 0.62403578 0.21071052 0.37546622] [ 0.57345847 0.71079798 0.30955426 0.59940139 0.36541394] [ 0.78149306 0.44874315 0.4259969 0.27185345 0.33595963] [ 0.36143352 0.45038253 0.5422658 0.81420237 0.53271612] [ 0.63834796 0.48014584 0.41842676 0.49432075 0.28691069] [ 0.55527863 0.43862655 0.43055379 0.63101651 0.542284 ] [ 0.48852343 0.73108364 0.33732099 0.7141632 0.4909497 ] [ 0.57343105 0.40745669 0.42797708 0.48704412 0.51065911] [ 0.74397373 0.35093799 0.56156838 0.17747586 0.48480596] [ 0.4172372 0.63682081 0.36751965 0.66185607 0.42248648] [ 0.75328602 0.45604325 0.42719326 0.2184148 0.35783653] [ 0.67327073 0.49172451 0.40796899 0.40926751 0.42437283] [ 0.22607331 0.59058935 0.44821463 0.89944455 0.61460602] [ 0.49882708 0.51457941 0.50364878 0.65284326 0.47389293] [ 0.68656318 0.5156347 0.47993731 0.45637382 0.49796041] [ 0.45892921 0.54103134 0.4717667 0.27590018 0.48720923] [ 0.77778883 0.56640755 0.35766592 0.58407285 0.40946068] [ 0.70517518 0.44196034 0.56780589 0.50447136 0.43082672] [ 0.28261418 0.52692497 0.46819472 0.79625013 0.40684303] [ 0.6860807 0.53809216 0.42556175 0.36210053 0.35627625] [ 0.52173418 0.36595208 0.42463739 0.3822082 0.51248629] [ 0.59989306 0.5096017 0.48004433 0.52400841 0.32887926] [ 0.72084499 0.49816258 0.58686305 0.42291767 0.44337493] [ 0.29291354 0.5053432 0.40697475 0.81007906 0.43296826] [ 0.84523604 0.35193471 0.49821399 0.14563009 0.25738566] [ 0.62618069 0.57328282 0.51280445 0.48989134 0.57802793] [ 0.42135766 0.69900417 0.55313559 0.62887577 0.60678734] [ 0.49392068 0.58208927 0.50975991 0.51491464 0.50720933] [ 0.7341118 0.46345798 0.52268821 0.43830589 0.4196558 ] [ 0.55359184 0.47777241 0.514072 0.44580321 0.37808088] [ 0.6418068 0.40835144 0.47315107 0.25472612 0.49538331] [ 0.50659398 0.53688595 0.45130698 0.46231479 0.51807093] [ 0.61505643 0.41974884 0.52523813 0.4935157 0.51899043] [ 0.51326296 0.54993752 0.5309491 0.60046566 0.53561109] [ 0.40004193 0.56199921 0.45861579 0.62348405 0.45788405] [ 0.61037955 0.38202501 0.51888701 0.53710973 0.39614275] [ 0.64679001 0.40645299 0.52493952 0.49591223 0.39903027] [ 0.34529213 0.52963684 0.48303214 0.64619466 0.55916663] [ 0.61930171 0.42144499 0.63104626 0.60153976 0.43703156] [ 0.77534382 0.48909016 0.38028894 0.52332804 0.46092246] [ 0.73377997 0.41377139 0.47360866 0.2751651 0.44591558] [ 0.84408229 0.40804778 0.4419173 0.32113295 0.33799028] [ 0.41056362 0.40679062 0.47596207 0.64750628 0.33288952] [ 0.52101877 0.49806928 0.47170226 0.43121815 0.56144209] [ 0.69361538 0.43933423 0.50775554 0.27975401 0.47812503] [ 0.19331634 0.58925928 0.3860398 0.89960046 0.49201784] [ 0.48477247 0.4279701 0.59446358 0.4716078 0.66570825] [ 0.67303673 0.44435057 0.57607792 0.29041187 0.4734984 ] [ 0.60860094 0.56869623 0.29228333 0.4950262 0.36440453] [ 0.72516005 0.36939668 0.52994681 0.28725697 0.3495075 ] [ 0.66275536 0.47938834 0.57947346 0.399956 0.46925585] [ 0.72130128 0.34082145 0.47632194 0.32901518 0.32163453] [ 0.35495053 0.5986361 0.3804274 0.48136656 0.52098333] [ 0.6232681 0.58549706 0.47126526 0.60983818 0.32968244] [ 0.6067622 0.51123947 0.56707826 0.50798864 0.46624573] [ 0.27822525 0.61244249 0.45797238 0.90022679 0.55949956] [ 0.25284805 0.5075284 0.63452758 0.70754786 0.68411301] [ 0.51677105 0.53485397 0.45850646 0.6024343 0.43106436] [ 0.66100635 0.39778432 0.50265896 0.34266651 0.3860535 ] [ 0.24266951 0.60029344 0.50704809 0.78420288 0.54659243] [ 0.83975214 0.3546364 0.683298 0.24349743 0.39057369] [ 0.63224518 0.64102473 0.54486799 0.55634364 0.39293237] [ 0.31089705 0.56924185 0.51749503 0.7821586 0.47712273] [ 0.47188948 0.36991735 0.54017777 0.63585445 0.41224364] [ 0.33778429 0.58453679 0.36530381 0.70633082 0.40995263] [ 0.39429471 0.6097204 0.51245419 0.70719698 0.43266187] [ 0.53815296 0.56705138 0.50131909 0.46338887 0.42743403] [ 0.75652268 0.41083137 0.59441203 0.28249153 0.43136905] [ 0.66779741 0.49156146 0.65550835 0.42839257 0.47825477] [ 0.76085487 0.5263992 0.45314489 0.44835593 0.28626488] [ 0.75521759 0.51586929 0.54600909 0.25195704 0.3980214 ] [ 0.53338891 0.4712224 0.57081902 0.7031904 0.47284238] [ 0.62600706 0.46973783 0.46466002 0.50256179 0.52508023] [ 0.41791134 0.68504973 0.29339412 0.68199733 0.36989034] [ 0.46000867 0.61902568 0.33722649 0.7575146 0.61210112] [ 0.56775471 0.38611148 0.56532154 0.63140151 0.449449 ] [ 0.82673181 0.52355474 0.48672652 0.44017262 0.39026438] [ 0.69476816 0.47593677 0.38144255 0.22976452 0.37821866] [ 0.38238848 0.54418912 0.49279002 0.55444209 0.48117487] [ 0.36727203 0.47961878 0.495967 0.54506872 0.46583797] [ 0.28890527 0.53035217 0.54526248 0.78068808 0.53524013] [ 0.8162031 0.38716487 0.56196739 0.27351907 0.40070713] [ 0.30325538 0.43343254 0.56332223 0.58973192 0.6650184 ] [ 0.61049798 0.4366945 0.64817746 0.38124153 0.50840061] [ 0.65514153 0.46700734 0.48429071 0.35270194 0.44580049] [ 0.28098873 0.56069498 0.47721333 0.82427455 0.49684181] [ 0.31624624 0.64642633 0.51015064 0.787642 0.561139 ] [ 0.53068639 0.4390073 0.5927686 0.64999359 0.3385035 ] [ 0.6220001 0.55135642 0.56313632 0.46789266 0.42304282] [ 0.54364278 0.47228287 0.51710911 0.67948224 0.38980242] [ 0.48173328 0.61730471 0.56158106 0.55308685 0.53680598] [ 0.82775754 0.21462525 0.57270444 0.30706143 0.4157338 ] [ 0.78951065 0.40887797 0.58822376 0.19665202 0.51472957] [ 0.41465111 0.7451012 0.3274219 0.61739901 0.38832329] [ 0.75238533 0.44442044 0.48937977 0.38377408 0.31124976] [ 0.32820436 0.58503546 0.35389767 0.57767732 0.44968268] [ 0.70990463 0.43606114 0.57423763 0.7063847 0.40361336] Progress: 36.2% ... Training loss: 0.552 ... Validation loss: 0.936[ 0.46866728 0.40043721 0.43856183 0.44316635 0.58530574] [ 0.5631714 0.58846813 0.38934416 0.29112879 0.37623424] [ 0.36464283 0.66079863 0.48043747 0.70190821 0.46179941] [ 0.14156197 0.66563039 0.43028324 0.92533395 0.45746859] [ 0.48323647 0.61677036 0.59492883 0.67786084 0.5033014 ] [ 0.43781967 0.5057726 0.5430265 0.60950992 0.34752351] [ 0.71122417 0.58707556 0.55098105 0.54970366 0.40301358] [ 0.18281322 0.51062204 0.49563711 0.74518215 0.51602746] [ 0.61197032 0.43162999 0.45371511 0.58443629 0.52777305] [ 0.58312855 0.45195111 0.45397925 0.57509177 0.30364836] [ 0.34542824 0.42738059 0.55167955 0.6678313 0.42073372] [ 0.26261899 0.61358124 0.47654914 0.67520215 0.40669395] [ 0.75902566 0.51421906 0.54069045 0.35587737 0.54706565] [ 0.75551108 0.46896679 0.60268669 0.26661105 0.44308661] [ 0.42767352 0.56725895 0.36579174 0.54973827 0.53011423] [ 0.22149964 0.56957725 0.51676665 0.79724804 0.5491002 ] [ 0.6343739 0.55762837 0.50267798 0.34784239 0.46199221] [ 0.4433906 0.48409393 0.54770367 0.72567917 0.43818039] [ 0.3382837 0.49102958 0.56446467 0.54979487 0.54469523] [ 0.42936916 0.48690146 0.60837255 0.77085258 0.59525095] [ 0.34766743 0.62958987 0.49830349 0.68203165 0.444654 ] [ 0.77887307 0.46554517 0.5551655 0.30710775 0.48306213] [ 0.74266517 0.62173557 0.47728179 0.50904476 0.4496234 ] [ 0.37232279 0.59666886 0.30837077 0.5039451 0.41190486] [ 0.30722428 0.46514704 0.45970832 0.74462177 0.55322986] [ 0.46845839 0.45026719 0.51890808 0.74932044 0.37116573] [ 0.44032772 0.40062732 0.39531438 0.55649381 0.51070613] [ 0.39461657 0.58144279 0.54719127 0.79135038 0.56045771] [ 0.60591383 0.52292153 0.40336319 0.7182466 0.51592064] [ 0.65610178 0.35266019 0.42122124 0.44537474 0.45461669] [ 0.60287846 0.55008295 0.56914807 0.48128262 0.3958698 ] [ 0.73205423 0.41919772 0.51562597 0.29645792 0.44343283] [ 0.51616877 0.57948893 0.34983373 0.60322386 0.46380138] [ 0.49023944 0.57498234 0.46031052 0.64745972 0.34228593] [ 0.37782682 0.52723889 0.34380818 0.6135992 0.54540147] [ 0.77976194 0.3189024 0.50936393 0.43525664 0.35997422] [ 0.74622659 0.34147931 0.45618248 0.29504093 0.37974021] [ 0.54895007 0.39613763 0.55326838 0.38229727 0.43770821] [ 0.62845044 0.51543491 0.66145085 0.39571904 0.50889485] [ 0.72544866 0.47158859 0.39174565 0.5222172 0.3845337 ] [ 0.4558628 0.44881809 0.57165234 0.72032343 0.39177424] [ 0.62227754 0.43426408 0.44416612 0.35726592 0.47725629] [ 0.40157092 0.54193844 0.47202854 0.62510448 0.60732751] [ 0.25394794 0.64147338 0.54827092 0.67734895 0.6484038 ] [ 0.78311931 0.51029124 0.53371991 0.35558644 0.52638594] [ 0.88511903 0.60217385 0.51111776 0.3034568 0.35849048] [ 0.41943834 0.65253828 0.37879634 0.72744147 0.46785765] [ 0.3996675 0.51119434 0.63183375 0.71603387 0.42199862] [ 0.81334036 0.40493516 0.44838725 0.35050295 0.50322227] [ 0.82221832 0.42588388 0.55698279 0.28320687 0.4437851 ] [ 0.55752964 0.3361674 0.64198694 0.66245866 0.4519776 ] [ 0.87960668 0.30426512 0.58585308 0.18216284 0.42869668] [ 0.27855378 0.48200313 0.55508124 0.88040548 0.59695773] [ 0.54052273 0.39754004 0.61794969 0.40918643 0.49604594] [ 0.51152021 0.40738671 0.41446202 0.75559377 0.45957546] [ 0.663873 0.42244534 0.56188544 0.66390206 0.42588476] [ 0.64696563 0.47268213 0.65734296 0.30132783 0.4804586 ] [ 0.33026363 0.63182563 0.27528613 0.75574492 0.46939492] [ 0.51802024 0.49703971 0.46219669 0.45021802 0.37957485] [ 0.58229865 0.57205389 0.42733735 0.35339299 0.50652549] [ 0.69042512 0.39166711 0.58820818 0.4453569 0.38201822] [ 0.86944288 0.35815627 0.59986354 0.11747523 0.4438363 ] [ 0.58043777 0.50884124 0.44512888 0.34830368 0.33799504] [ 0.20328789 0.65201328 0.29783375 0.85077515 0.41246013] [ 0.79378512 0.57317824 0.48119268 0.54282243 0.37815139] [ 0.79823882 0.54315553 0.28243898 0.41809083 0.31948003] [ 0.4845491 0.4594123 0.49654462 0.78032179 0.46674211] [ 0.33987935 0.52013254 0.44056239 0.66175223 0.43725838] [ 0.7816219 0.37312646 0.47094055 0.34187113 0.50673483] [ 0.22222059 0.52418809 0.43157273 0.84703855 0.60774941] [ 0.86564279 0.36141552 0.67141615 0.24424958 0.4010551 ] [ 0.71492437 0.39983251 0.46041013 0.17492686 0.38257809] [ 0.28831354 0.63282669 0.52239296 0.85447336 0.5258842 ] [ 0.25924777 0.55111678 0.49506981 0.79026951 0.56794872] [ 0.38682135 0.52619307 0.40384355 0.82742633 0.61823811] [ 0.5961863 0.33503395 0.45018245 0.37343908 0.47352572] [ 0.34317187 0.53676385 0.61837287 0.73855539 0.42089855] [ 0.66005181 0.62231928 0.48974226 0.53120331 0.34302619] [ 0.5573365 0.68034121 0.36378065 0.6757602 0.37547098] [ 0.29859701 0.51140776 0.60684975 0.85363978 0.49387818] [ 0.59627881 0.38349814 0.62228246 0.29027767 0.60141386] [ 0.75950812 0.65757439 0.53300194 0.46025085 0.35962971] [ 0.58852185 0.42782157 0.3418512 0.43643368 0.43025497] [ 0.41752638 0.59582965 0.59645167 0.61605513 0.55123035] [ 0.20948094 0.50816005 0.37444832 0.65510259 0.51913946] [ 0.75775026 0.43023645 0.71837562 0.19339525 0.45985124] [ 0.65940308 0.50673656 0.60284524 0.44001158 0.3924193 ] [ 0.43641704 0.45158171 0.50055411 0.61198514 0.42727535] [ 0.53641841 0.53071124 0.48989045 0.70106895 0.33493356] [ 0.47285671 0.46444666 0.5050393 0.5914934 0.59286471] [ 0.71362419 0.58620697 0.51133364 0.45531373 0.4411189 ] [ 0.58516661 0.57135749 0.47500407 0.59419605 0.35354347] [ 0.83027104 0.36215489 0.57641648 0.17661313 0.42022867] [ 0.4558628 0.44881809 0.57165234 0.72032343 0.39177424] [ 0.14158588 0.62853997 0.4382783 0.89905872 0.54065924] [ 0.4216298 0.39660378 0.52440266 0.63168245 0.45088564] [ 0.61322689 0.54918582 0.3524721 0.41444167 0.40787575] [ 0.55641811 0.60072311 0.52301177 0.51570225 0.53333187] [ 0.59476455 0.48201403 0.35893976 0.43211485 0.3386399 ] [ 0.65868029 0.37642596 0.46110099 0.45998874 0.50183395] [ 0.39371505 0.61279614 0.47866149 0.84595417 0.50327733] [ 0.55204287 0.59568402 0.50236547 0.60564017 0.47913778] [ 0.36955993 0.67252156 0.33659552 0.80358879 0.49819436] [ 0.47836116 0.58203969 0.44883412 0.57310113 0.48558234] [ 0.15732795 0.60582186 0.57447545 0.85573793 0.73145511] [ 0.86698932 0.37745416 0.48633266 0.23226084 0.33741308] [ 0.49571009 0.48135634 0.43392182 0.72253856 0.35482224] [ 0.27869797 0.73688676 0.39389047 0.82041995 0.49044869] [ 0.42976052 0.52477288 0.55856024 0.64125388 0.42798543] [ 0.89229795 0.31101727 0.58028638 0.15837413 0.41890483] [ 0.3961573 0.60868721 0.4362241 0.72659325 0.39245457] [ 0.41348577 0.62829284 0.42693208 0.52875878 0.35837755] [ 0.70892985 0.6395721 0.43899008 0.43743276 0.4576978 ] [ 0.44085741 0.5033206 0.5430481 0.45571084 0.57801951] [ 0.64253746 0.41533735 0.5790455 0.44313199 0.46054085] [ 0.17526776 0.72828117 0.46569693 0.7476124 0.60831296] [ 0.7311061 0.41685093 0.6057177 0.24471452 0.37002331] [ 0.46171626 0.68115379 0.25963851 0.64563754 0.40542443] [ 0.60591383 0.52292153 0.40336319 0.7182466 0.51592064] [ 0.63646647 0.54784791 0.4762348 0.35339037 0.52023553] [ 0.14828721 0.50854404 0.46674287 0.85570302 0.47083932] [ 0.33343373 0.46166166 0.52079943 0.7368438 0.50227245] [ 0.78570692 0.49231146 0.47420171 0.33723277 0.33971563] [ 0.59905115 0.36851308 0.60842541 0.36262487 0.52127712] [ 0.6018961 0.51354791 0.57712973 0.42433816 0.35914399] [ 0.54643739 0.64952874 0.42602135 0.5641713 0.45109409] [ 0.56082699 0.57457512 0.52666645 0.65078343 0.42428344] [ 0.46624486 0.45302098 0.53377007 0.35567942 0.62293887] Progress: 36.2% ... Training loss: 0.552 ... Validation loss: 0.938[ 0.47530994 0.38358108 0.48110928 0.76515871 0.45987645] [ 0.37266824 0.55194301 0.42776607 0.7415192 0.58801038] [ 0.60205307 0.50700669 0.32191994 0.46942239 0.33319144] [ 0.59990278 0.63022848 0.48936705 0.56815491 0.36288118] [ 0.16178932 0.57737319 0.3023229 0.76258741 0.53168418] [ 0.13758476 0.53943172 0.54190618 0.83644849 0.64533611] [ 0.65174594 0.50905468 0.42907644 0.44513356 0.32734313] [ 0.4340279 0.592393 0.45410458 0.50939074 0.70267007] [ 0.274256 0.62949493 0.47330469 0.89792138 0.56339094] [ 0.23849918 0.45555749 0.4028693 0.83630287 0.42596288] [ 0.84231883 0.36943349 0.57058087 0.18961462 0.42061388] [ 0.4340279 0.592393 0.45410458 0.50939074 0.70267007] [ 0.23177632 0.49009684 0.51360089 0.7203258 0.51601063] [ 0.70351876 0.39402117 0.60635061 0.59550628 0.39885818] [ 0.67834534 0.43199377 0.53307596 0.27277097 0.45645005] [ 0.56380433 0.5356496 0.52369767 0.37806752 0.50100404] [ 0.5260661 0.59159051 0.35171057 0.48253854 0.37577289] [ 0.48404418 0.64560444 0.51022101 0.67085162 0.40154654] [ 0.47025903 0.59955953 0.41863518 0.73650543 0.4465411 ] [ 0.6621128 0.52078213 0.54111752 0.24095165 0.46483035] [ 0.58045467 0.48560252 0.56455174 0.26239926 0.55684364] [ 0.69841087 0.56315913 0.32670449 0.26142135 0.2960316 ] [ 0.5667732 0.62952944 0.36421341 0.62037577 0.3364125 ] [ 0.81620414 0.3374603 0.49768588 0.23611583 0.350879 ] [ 0.20496612 0.5774833 0.5117695 0.79625557 0.39862283] [ 0.44962625 0.49067477 0.63593732 0.6857235 0.49416413] [ 0.80333933 0.45715887 0.54345426 0.3346085 0.41091824] [ 0.22814726 0.4266984 0.45705514 0.86382345 0.66630629] [ 0.33260712 0.48757261 0.5127836 0.77861284 0.39529066] [ 0.27125113 0.59388678 0.45243819 0.80429683 0.37653762] [ 0.5217885 0.38075074 0.47214764 0.59372311 0.36995549] [ 0.45455093 0.59527978 0.4915614 0.74573722 0.36264946] [ 0.56661184 0.50196856 0.42570731 0.47562348 0.58904613] [ 0.85336448 0.4153383 0.65458632 0.18562239 0.38112643] [ 0.66324687 0.55210308 0.59870136 0.51491953 0.42519458] [ 0.49567301 0.65979852 0.39867865 0.72635619 0.36886973] [ 0.39299522 0.56324596 0.53382354 0.71219399 0.60563839] [ 0.7145347 0.52859022 0.57699962 0.26338627 0.4348128 ] [ 0.46039082 0.5953946 0.4260101 0.69650325 0.43641495] [ 0.66174553 0.5527037 0.37057236 0.53953194 0.46275136] [ 0.79963367 0.34591639 0.56480779 0.32878638 0.35137692] [ 0.67613743 0.41571794 0.6046567 0.46107447 0.40227847] [ 0.72530562 0.37593883 0.42614724 0.22470132 0.37920485] [ 0.69841087 0.56315913 0.32670449 0.26142135 0.2960316 ] [ 0.21958 0.52626506 0.47995814 0.78333902 0.55209505] [ 0.66858984 0.44884091 0.52113102 0.39104891 0.58044044] [ 0.77384869 0.48861791 0.54691423 0.35992582 0.42534308] [ 0.34136692 0.52457872 0.52613959 0.55480342 0.66024282] [ 0.85700856 0.40478263 0.54646439 0.27081297 0.42602472] [ 0.47824433 0.31565373 0.48043666 0.63146316 0.43553936] [ 0.39311294 0.42470485 0.57929455 0.62847409 0.61869301] [ 0.55549883 0.35734743 0.43311298 0.45545178 0.4311507 ] [ 0.40824572 0.64754498 0.48226897 0.7761115 0.57057621] [ 0.64950999 0.59991784 0.37239716 0.37727707 0.45695478] [ 0.87540271 0.33202028 0.51175745 0.21548986 0.33987813] [ 0.44831669 0.47363656 0.4677357 0.3952369 0.46939889] [ 0.70422491 0.33869362 0.52632209 0.30967847 0.49657067] [ 0.21040992 0.60587057 0.44952943 0.86625873 0.44005344] [ 0.32597324 0.58015985 0.44534079 0.81642908 0.33189418] [ 0.73859997 0.53739076 0.2562102 0.49041844 0.37404639] [ 0.40783209 0.54547514 0.41072357 0.83871139 0.47488054] [ 0.34567772 0.65904 0.46102827 0.66613269 0.32982129] [ 0.67384323 0.40179501 0.53725677 0.3609145 0.3980573 ] [ 0.70843856 0.34575791 0.58947446 0.65113076 0.4112302 ] [ 0.31133452 0.50963623 0.52968293 0.7871787 0.45311905] [ 0.55380913 0.59220251 0.31239778 0.62125324 0.38638703] [ 0.28254456 0.57030523 0.38220438 0.76440933 0.59610559] [ 0.41143893 0.60414537 0.53082763 0.81507798 0.56176905] [ 0.3212315 0.61518725 0.50559612 0.81295849 0.44740904] [ 0.34145453 0.49688636 0.48190006 0.74671101 0.49932092] [ 0.5376433 0.48197419 0.41783635 0.78272402 0.2717129 ] [ 0.64951146 0.43627567 0.58441213 0.38854215 0.39779382] [ 0.74599206 0.38675305 0.52926277 0.53748696 0.35980183] [ 0.80772804 0.34889789 0.36477336 0.46107398 0.44077527] [ 0.28247302 0.6118879 0.43805389 0.59331959 0.42489274] [ 0.6603151 0.55178881 0.49207049 0.58180946 0.39847386] [ 0.3800858 0.70717527 0.36830238 0.55260377 0.52734015] [ 0.54161157 0.45429103 0.44508493 0.36878904 0.45688687] [ 0.80853149 0.32684747 0.51182043 0.25668383 0.3215877 ] [ 0.48684296 0.54662283 0.54821371 0.50739037 0.4552029 ] [ 0.42545126 0.43788638 0.38103041 0.52360874 0.57726858] [ 0.5333468 0.54796028 0.34777063 0.46530602 0.44738275] [ 0.79691505 0.38471201 0.40104953 0.22101633 0.29186322] [ 0.59747412 0.63324387 0.43215875 0.57968819 0.36439768] [ 0.87369049 0.35290525 0.51228957 0.20016621 0.31731481] [ 0.14004666 0.64943321 0.52230731 0.88444717 0.5569634 ] [ 0.46070583 0.39180002 0.50238892 0.64086464 0.4345657 ] [ 0.23976259 0.62234227 0.60947192 0.8196418 0.69722525] [ 0.86933473 0.43612576 0.47412053 0.39024887 0.29629825] [ 0.53184581 0.40244106 0.37922199 0.76144443 0.36868348] [ 0.80447489 0.46034976 0.50005974 0.23622916 0.3513558 ] [ 0.5986911 0.54648183 0.39832118 0.68894918 0.5203932 ] [ 0.68434013 0.46020199 0.34202055 0.27393879 0.3002499 ] [ 0.28694272 0.44953046 0.55226128 0.66772752 0.46344471] [ 0.21985914 0.59978143 0.4160911 0.85981515 0.57302269] [ 0.43813607 0.62765127 0.51325682 0.68572154 0.44302631] [ 0.58853278 0.50095576 0.46023662 0.34287579 0.3589692 ] [ 0.78662613 0.34624056 0.64049835 0.19460004 0.36843442] [ 0.36684057 0.47237828 0.59142737 0.69668898 0.51708138] [ 0.6912522 0.39724075 0.38069853 0.46460494 0.53097925] [ 0.13707762 0.69048813 0.44074169 0.83015649 0.64269507] [ 0.52584263 0.51477613 0.42430975 0.61585453 0.58075444] [ 0.2808216 0.54656309 0.49087297 0.80463065 0.35210626] [ 0.51267148 0.55034936 0.47767271 0.5850923 0.33519311] [ 0.64770614 0.42958289 0.47317567 0.45023334 0.49854617] [ 0.4941997 0.48753646 0.45145391 0.58607529 0.50828797] [ 0.41890594 0.66295237 0.41715054 0.50683074 0.50394957] [ 0.51913356 0.49013242 0.41253428 0.62273626 0.45235448] [ 0.58628383 0.57091814 0.47518677 0.59363674 0.3534047 ] [ 0.30129591 0.67097418 0.52425093 0.66495144 0.42340192] [ 0.61502507 0.5167108 0.58113383 0.49089179 0.45514853] [ 0.59043993 0.59300701 0.46382903 0.43910566 0.4529532 ] [ 0.62428649 0.50048415 0.57781866 0.75649176 0.43513699] [ 0.62916587 0.5420557 0.49206677 0.64415013 0.51579803] [ 0.59198362 0.51646098 0.57886539 0.57507232 0.48394599] [ 0.48805513 0.38592063 0.44277416 0.67072051 0.4406487 ] [ 0.0799869 0.58927748 0.53748738 0.92246781 0.65188519] [ 0.42042447 0.4545546 0.52673334 0.50866275 0.50350509] [ 0.39420112 0.5030954 0.52952569 0.76598691 0.39181695] [ 0.43802205 0.39295089 0.54973593 0.56544081 0.4448062 ] [ 0.79132795 0.37859195 0.68131932 0.19609891 0.37589736] [ 0.81486771 0.46208297 0.52392252 0.16019739 0.3109903 ] [ 0.311561 0.43301011 0.43155317 0.57621931 0.5941412 ] [ 0.49163454 0.45892985 0.48913984 0.57913982 0.33602358] [ 0.67393638 0.44786828 0.36970336 0.50862036 0.312761 ] [ 0.32472475 0.53329997 0.65856195 0.75978496 0.5470526 ] [ 0.23242458 0.66142071 0.39291655 0.7701997 0.60003488] [ 0.63966307 0.51056161 0.61866744 0.40393187 0.4203968 ] Progress: 36.3% ... Training loss: 0.552 ... Validation loss: 0.939[ 0.55077802 0.46409118 0.53054919 0.50486548 0.50437318] [ 0.33685975 0.609519 0.50181392 0.6658798 0.61164191] [ 0.66694598 0.60307808 0.52205218 0.6615815 0.47758176] [ 0.4233498 0.41852776 0.50945778 0.7902323 0.53601877] [ 0.23141603 0.71704556 0.38504125 0.78482517 0.52561121] [ 0.74449595 0.26422725 0.70317054 0.1948466 0.46019302] [ 0.46406072 0.5589479 0.41429979 0.57009127 0.34629554] [ 0.37353546 0.47183329 0.65218552 0.63018769 0.44082424] [ 0.53548939 0.54172962 0.53609658 0.73290242 0.50138431] [ 0.54051366 0.55284402 0.43638999 0.44241565 0.52581483] [ 0.53499163 0.62910526 0.44132697 0.50176365 0.27592591] [ 0.3728226 0.48651647 0.5239934 0.51962832 0.60088938] [ 0.4673188 0.4483419 0.54202418 0.75705324 0.48655388] [ 0.58797933 0.52870988 0.47707904 0.41908321 0.46665982] [ 0.68200905 0.46092795 0.52214454 0.43337606 0.38460692] [ 0.48497501 0.42526387 0.48402164 0.53951 0.41165954] [ 0.33077973 0.41222566 0.48729803 0.73492638 0.38231333] [ 0.64706064 0.54328534 0.57040127 0.44186349 0.44102806] [ 0.82069091 0.52979281 0.61380151 0.32381796 0.42789597] [ 0.58607552 0.41471029 0.44776143 0.66661089 0.32309999] [ 0.61994559 0.59971156 0.47751257 0.58314797 0.38620515] [ 0.30712698 0.58300567 0.37340541 0.72520597 0.4823894 ] [ 0.48780478 0.51522221 0.42327055 0.47373474 0.30441114] [ 0.55303703 0.32728609 0.57328239 0.50684977 0.61849313] [ 0.64401234 0.51153348 0.63275486 0.53996298 0.42859998] [ 0.54639297 0.42752673 0.41026437 0.56358895 0.44321167] [ 0.18905439 0.7395406 0.36035985 0.74501355 0.52902459] [ 0.74079246 0.44451667 0.50949513 0.22667979 0.43910512] [ 0.16920826 0.59163236 0.38848149 0.80186092 0.63980978] [ 0.56233846 0.43638018 0.62083865 0.75044329 0.41669046] [ 0.39303976 0.58761846 0.56623812 0.65401079 0.3689088 ] [ 0.62888687 0.59927867 0.32050272 0.5718209 0.35354695] [ 0.50036477 0.5710929 0.4398246 0.52633561 0.36821733] [ 0.39305758 0.50364368 0.50688321 0.69849993 0.59579376] [ 0.29638148 0.61411989 0.52171183 0.57825092 0.43859286] [ 0.72491292 0.53939136 0.64449451 0.5346745 0.37533118] [ 0.74813766 0.45953924 0.59546011 0.40206272 0.42117304] [ 0.74271526 0.53110571 0.6033141 0.2584011 0.50224327] [ 0.76172885 0.46720108 0.49782168 0.1841805 0.40404055] [ 0.30734971 0.42260847 0.44620118 0.75262262 0.49986388] [ 0.73718052 0.4226901 0.4941076 0.31623537 0.39770012] [ 0.66138096 0.47011628 0.54922847 0.41460571 0.52262261] [ 0.84643573 0.28041861 0.57262978 0.16189265 0.415679 ] [ 0.72270242 0.59958295 0.3681578 0.2352346 0.37713658] [ 0.45218421 0.38253433 0.48407356 0.58950813 0.51148064] [ 0.16927928 0.76951015 0.38675875 0.80298623 0.49035697] [ 0.26365775 0.67860504 0.43458564 0.71767931 0.54945227] [ 0.65791569 0.53305269 0.44551232 0.42327985 0.4014299 ] [ 0.63333694 0.43409116 0.5385035 0.31752004 0.47165805] [ 0.546032 0.47384251 0.43204414 0.45356107 0.51393254] [ 0.683784 0.44932329 0.59548968 0.25951388 0.46423014] [ 0.76113762 0.47392206 0.56772991 0.48267749 0.41473041] [ 0.33624346 0.52561881 0.39806675 0.54825758 0.63080015] [ 0.62240618 0.43394045 0.65371044 0.48184876 0.4225271 ] [ 0.69820488 0.44707149 0.51581433 0.33705851 0.36677324] [ 0.51337903 0.57177852 0.53168211 0.58748177 0.58084318] [ 0.1079892 0.6423244 0.34965673 0.89233503 0.55392765] [ 0.25245155 0.52557376 0.50919043 0.63185584 0.39385509] [ 0.88360402 0.44631319 0.50291855 0.27645295 0.28207086] [ 0.55371407 0.43132342 0.50504087 0.57534056 0.42564525] [ 0.61051847 0.38193255 0.42515736 0.29602969 0.43002118] [ 0.55966915 0.4794458 0.3028368 0.48891832 0.48219628] [ 0.43719787 0.46063416 0.46891293 0.50851906 0.44269026] [ 0.79254912 0.36457401 0.54435272 0.22225458 0.3292643 ] [ 0.58656954 0.57086677 0.47521253 0.59345976 0.35337865] [ 0.66493292 0.36964615 0.48792992 0.38226395 0.41086032] [ 0.74073991 0.57328257 0.45966786 0.51544635 0.42095358] [ 0.41469268 0.66609792 0.54950432 0.60626288 0.58379927] [ 0.30084215 0.62563303 0.37475519 0.65966663 0.46515821] [ 0.61335422 0.48776804 0.38014198 0.42754383 0.48283068] [ 0.41815958 0.49082861 0.5297587 0.49476424 0.42045083] [ 0.18482133 0.45343026 0.45148881 0.6409334 0.62042326] [ 0.2083802 0.50708069 0.42321272 0.83322991 0.63574916] [ 0.37590324 0.53819948 0.39776236 0.67244022 0.44717457] [ 0.66873152 0.4735118 0.51139152 0.22757861 0.47674806] [ 0.23648454 0.64068732 0.53103354 0.82646318 0.58139406] [ 0.44042595 0.54099661 0.45663559 0.45915377 0.45804539] [ 0.60878562 0.39293709 0.607133 0.60624613 0.44378252] [ 0.62618237 0.37923093 0.51418749 0.31882542 0.33987404] [ 0.57802173 0.6090796 0.48063096 0.53996917 0.43839002] [ 0.37781584 0.47023961 0.46311003 0.72990914 0.5248042 ] [ 0.71223455 0.26808606 0.58411529 0.23900698 0.36289267] [ 0.50083338 0.53775194 0.39083182 0.78560492 0.3266793 ] [ 0.28054938 0.6146599 0.45086063 0.69840722 0.47421033] [ 0.54795387 0.40334239 0.60591612 0.5898383 0.45102952] [ 0.64239751 0.43030071 0.51398829 0.58110579 0.29514649] [ 0.71112998 0.45004598 0.54327297 0.17093707 0.5229189 ] [ 0.51508214 0.51039455 0.56136124 0.34644744 0.65687093] [ 0.1082643 0.6172475 0.44204773 0.92309385 0.50084295] [ 0.49621652 0.52096658 0.57567469 0.78476631 0.42509267] [ 0.5155916 0.37378156 0.48546727 0.48680226 0.47423132] [ 0.20178777 0.54534198 0.43177402 0.87828097 0.51875215] [ 0.73330427 0.35360489 0.61711428 0.39476876 0.33902653] [ 0.65202918 0.5569735 0.54570313 0.47240262 0.40273104] [ 0.7922545 0.44424904 0.56426373 0.31185431 0.40310014] [ 0.56872891 0.49505017 0.49354117 0.38525388 0.42354697] [ 0.71982694 0.48995329 0.58345343 0.51982212 0.42068619] [ 0.89567432 0.39778488 0.53220008 0.17742338 0.28245892] [ 0.55987403 0.38544979 0.63552612 0.52197939 0.34124278] [ 0.66273468 0.37487048 0.48938537 0.40922888 0.50077998] [ 0.41654181 0.50197284 0.57806081 0.54044848 0.47196562] [ 0.71926068 0.57738215 0.37509123 0.58543027 0.38963666] [ 0.64817224 0.36708704 0.44161989 0.45755327 0.50903757] [ 0.36104544 0.58763109 0.3774751 0.69606347 0.36528369] [ 0.56616237 0.56727284 0.52068088 0.37499116 0.32346753] [ 0.15255239 0.58704371 0.58867523 0.84800632 0.69562715] [ 0.70454062 0.46644306 0.60445234 0.42875467 0.45877098] [ 0.22974661 0.58987133 0.60686135 0.70544729 0.69807146] [ 0.58798973 0.41282558 0.54135811 0.44286761 0.51076133] [ 0.44854185 0.41305976 0.57789989 0.58455497 0.59864878] [ 0.56664994 0.48929381 0.51954175 0.44362891 0.38136469] [ 0.16926077 0.52804827 0.40542293 0.86292583 0.5219498 ] [ 0.63063734 0.51714929 0.40808531 0.36148053 0.48074107] [ 0.4532334 0.59551007 0.42743134 0.51705213 0.54604736] [ 0.35105248 0.55646988 0.59142136 0.7671553 0.46804576] [ 0.64902363 0.51595631 0.45329073 0.476809 0.44181742] [ 0.42162924 0.73500758 0.28233258 0.74440811 0.50588755] [ 0.42710105 0.43836225 0.60037551 0.65324382 0.60394104] [ 0.80498449 0.41143333 0.35144334 0.30080333 0.29783141] [ 0.38704607 0.52615604 0.44507596 0.46702955 0.60520485] [ 0.58197254 0.51708876 0.4869725 0.44621039 0.33243851] [ 0.69822103 0.48243661 0.56406675 0.33193542 0.5375649 ] [ 0.75620252 0.47466205 0.5443927 0.34373713 0.37875304] [ 0.92215382 0.24724266 0.42981305 0.16038166 0.36566226] [ 0.56080935 0.64298099 0.36495516 0.62972774 0.42415313] [ 0.70516258 0.49109197 0.40687438 0.2942971 0.27287152] [ 0.51598231 0.48024925 0.55702857 0.62013169 0.42784889] [ 0.50733954 0.60926546 0.5845728 0.49682469 0.4129818 ] Progress: 36.4% ... Training loss: 0.551 ... Validation loss: 0.933[ 0.2885745 0.63241142 0.41996094 0.69505234 0.51116647] [ 0.61636336 0.43594931 0.51560024 0.73990532 0.43216629] [ 0.52395048 0.58300053 0.30616658 0.47725621 0.38724973] [ 0.14108937 0.56176511 0.45253891 0.77832585 0.60999237] [ 0.75174892 0.50867586 0.56918233 0.21363676 0.50557222] [ 0.30855929 0.50749453 0.41141186 0.65198852 0.41922548] [ 0.49909949 0.6202389 0.33722319 0.39758123 0.41913071] [ 0.82032617 0.50042975 0.64865501 0.13530849 0.4595117 ] [ 0.7261136 0.47946757 0.56623005 0.33469691 0.39436116] [ 0.80808555 0.32468064 0.64163922 0.19700087 0.44153895] [ 0.83280834 0.45209085 0.44644198 0.19644412 0.33889524] [ 0.55714136 0.388401 0.44530949 0.39355423 0.48495646] [ 0.46765927 0.57278827 0.41643525 0.62887816 0.42315136] [ 0.70875798 0.4383259 0.39880215 0.43494982 0.56858107] [ 0.51592197 0.49790558 0.4618313 0.45135483 0.37984168] [ 0.72209086 0.51364087 0.43013181 0.30014151 0.49756443] [ 0.50495105 0.53613815 0.36712048 0.73687021 0.28375595] [ 0.70774649 0.41894564 0.62290673 0.23823457 0.40935239] [ 0.67826037 0.4328865 0.42290912 0.34949769 0.45036859] [ 0.7704082 0.46468041 0.52914046 0.29824037 0.41439283] [ 0.76110031 0.47395242 0.56771142 0.48269133 0.41474216] [ 0.74805023 0.43780759 0.58265931 0.32144183 0.4228623 ] [ 0.67759723 0.41676202 0.52168025 0.24717819 0.42014175] [ 0.21987657 0.54481338 0.4170061 0.83686514 0.4674389 ] [ 0.27945106 0.69496411 0.39174518 0.64166603 0.62088891] [ 0.67422148 0.50393284 0.43310785 0.39831424 0.40253897] [ 0.80818459 0.35882025 0.58247647 0.28424093 0.47576225] [ 0.80056145 0.54110364 0.31543471 0.47704128 0.31332539] [ 0.58323703 0.51295499 0.45326139 0.60717028 0.43491877] [ 0.32346 0.55531728 0.48692618 0.6400844 0.6472554 ] [ 0.1460719 0.58400053 0.43523714 0.89845726 0.60944417] [ 0.63987525 0.52632642 0.55653317 0.48328614 0.43416831] [ 0.41096993 0.56456394 0.39943406 0.74265887 0.56869782] [ 0.66184552 0.54442865 0.38512084 0.34010714 0.35569574] [ 0.77896357 0.41445737 0.53937382 0.2667226 0.48444706] [ 0.57376832 0.57839643 0.47854661 0.57267217 0.41016957] [ 0.88139054 0.38962625 0.53102243 0.22569233 0.35914809] [ 0.56263382 0.5886625 0.28399601 0.55671729 0.36574138] [ 0.62887274 0.57298715 0.4536146 0.55059428 0.43661774] [ 0.18557811 0.67165351 0.55728066 0.86238401 0.68460189] [ 0.56804137 0.62587305 0.48273311 0.56151905 0.4431584 ] [ 0.47409133 0.3919842 0.48787082 0.60011733 0.60973376] [ 0.37120104 0.54383119 0.56011125 0.79894076 0.59837252] [ 0.28659012 0.51342374 0.41011274 0.76823086 0.38614132] [ 0.65720634 0.55299532 0.49234146 0.45526874 0.48465666] [ 0.65923397 0.44731356 0.51036399 0.69203299 0.41023062] [ 0.46227816 0.49971158 0.48914189 0.77588148 0.37983414] [ 0.6957747 0.46076747 0.50872937 0.33960845 0.46334208] [ 0.51115994 0.43879527 0.59472026 0.64845692 0.51479648] [ 0.5600681 0.46962377 0.5342667 0.34118792 0.47121943] [ 0.70497754 0.50236694 0.68292125 0.35511545 0.39770694] [ 0.15246269 0.58726001 0.58858035 0.84804736 0.69572008] [ 0.39013643 0.53948651 0.45343428 0.4702509 0.49728563] [ 0.44997199 0.66746601 0.45956418 0.65698619 0.49757176] [ 0.50433966 0.41076048 0.50819157 0.49271662 0.34244247] [ 0.20691633 0.63440657 0.44334218 0.84179792 0.46803232] [ 0.5045366 0.51094155 0.43416025 0.57011959 0.38897825] [ 0.41109601 0.5271199 0.47228943 0.59159151 0.50857788] [ 0.5254929 0.45889423 0.51329515 0.50335233 0.40733531] [ 0.73003517 0.56963673 0.50744659 0.41153444 0.37023741] [ 0.66084091 0.39065468 0.50270222 0.27946632 0.28086727] [ 0.26638794 0.60875814 0.28164579 0.77208433 0.41979368] [ 0.64984385 0.53726097 0.54495509 0.43912274 0.4287406 ] [ 0.5194845 0.51513134 0.59774339 0.42203893 0.6356237 ] [ 0.59405205 0.38277764 0.67509534 0.51480608 0.45505295] [ 0.85184976 0.41631631 0.54148842 0.2608887 0.41376148] [ 0.17018203 0.71969997 0.3924872 0.81963138 0.50183121] [ 0.18246013 0.59860813 0.31729183 0.9206022 0.65013461] [ 0.48204126 0.41107016 0.54873222 0.58583333 0.44981043] [ 0.6186168 0.41465354 0.59214669 0.65095521 0.39980067] [ 0.64597719 0.40760584 0.59233368 0.29537748 0.33908232] [ 0.40677054 0.48262473 0.47155739 0.7893873 0.46781733] [ 0.23416997 0.72596022 0.33147968 0.85371054 0.58200307] [ 0.7635824 0.53342334 0.50163857 0.34315596 0.32463159] [ 0.77717579 0.48560051 0.44322446 0.46088559 0.36552741] [ 0.30814297 0.40666812 0.51389242 0.70784293 0.59199855] [ 0.62630327 0.46955995 0.46471664 0.50225667 0.52501756] [ 0.72531028 0.36551271 0.57493956 0.43964864 0.33841389] [ 0.38969681 0.5462669 0.39693062 0.7131695 0.38721273] [ 0.82314366 0.39687291 0.44606895 0.20968659 0.38856448] [ 0.63881373 0.41391957 0.43293738 0.30907909 0.33557746] [ 0.57003207 0.54323047 0.36173901 0.54097223 0.34473766] [ 0.18666308 0.49374693 0.36202424 0.855246 0.55078322] [ 0.6054579 0.58745729 0.52823196 0.4842107 0.43013533] [ 0.21694328 0.5854547 0.41091678 0.61575094 0.59910026] [ 0.65813549 0.37674952 0.46094842 0.46034874 0.5019562 ] [ 0.61030068 0.49352845 0.53489949 0.44435344 0.38567741] [ 0.41139984 0.39036747 0.53573617 0.78866121 0.48521932] [ 0.1965873 0.60369798 0.61064853 0.87127715 0.55847959] [ 0.50439164 0.46295997 0.45596644 0.53967863 0.38577247] [ 0.66047856 0.4581158 0.57035993 0.36385128 0.60632946] [ 0.65377725 0.43321894 0.47041896 0.35335979 0.3402491 ] [ 0.3606767 0.65743369 0.41964709 0.69241701 0.41034272] [ 0.37200726 0.57962427 0.37386903 0.56228439 0.48180074] [ 0.45482267 0.49298159 0.46401678 0.53056984 0.63861247] [ 0.32525274 0.49654229 0.55197436 0.78557175 0.55475512] [ 0.17963077 0.67392947 0.4344316 0.90318452 0.56061018] [ 0.43426712 0.67178108 0.29716259 0.69940481 0.48156248] [ 0.78170977 0.373146 0.47092343 0.34183446 0.50674244] [ 0.12658912 0.50121097 0.40256374 0.88117851 0.61960853] [ 0.42424997 0.53442797 0.3340916 0.5523621 0.46184025] [ 0.56660559 0.49066818 0.36024794 0.58264763 0.42451154] [ 0.40562443 0.53421816 0.51477112 0.52738264 0.39098493] [ 0.40816669 0.61172795 0.39953964 0.63919167 0.40030152] [ 0.34309658 0.56999605 0.5470797 0.6938826 0.43086452] [ 0.62245052 0.41089325 0.45085038 0.50569151 0.53754173] [ 0.36208465 0.68759811 0.44437343 0.76459214 0.47144204] [ 0.66117081 0.48027032 0.57910869 0.40097772 0.46956201] [ 0.58886173 0.46288296 0.6147572 0.60837126 0.46971916] [ 0.23435088 0.50336981 0.50240451 0.74518087 0.73889147] [ 0.57582165 0.58305267 0.40707344 0.4976251 0.3610298 ] [ 0.30976151 0.71830914 0.42134823 0.7887116 0.49287158] [ 0.90704333 0.30672252 0.61628922 0.10093209 0.29952088] [ 0.40167112 0.56142808 0.45882492 0.62251627 0.45769176] [ 0.83778991 0.28723139 0.62312199 0.1838844 0.42244197] [ 0.51559995 0.66089574 0.3403491 0.55155311 0.55067668] [ 0.25668272 0.65483921 0.34856413 0.76399131 0.46334638] [ 0.58647736 0.42123592 0.52632764 0.37760056 0.32170161] [ 0.68627318 0.35281795 0.65730637 0.55421165 0.36064952] [ 0.91826973 0.28014646 0.5258511 0.17087461 0.33878103] [ 0.31354836 0.60161379 0.43426075 0.85074015 0.44347229] [ 0.64487769 0.49284899 0.55907898 0.47395406 0.55635425] [ 0.40304262 0.50986755 0.4928253 0.58632582 0.40170351] [ 0.33253444 0.69186265 0.48995131 0.72096103 0.4656568 ] [ 0.84097697 0.32688899 0.52886023 0.33597215 0.34625082] [ 0.55715756 0.50996435 0.55723754 0.37029117 0.5403055 ] [ 0.19115611 0.6046251 0.48724992 0.8645397 0.53330297] [ 0.21615003 0.635291 0.4565272 0.90508714 0.61035027] Progress: 36.4% ... Training loss: 0.551 ... Validation loss: 0.934[ 0.59121768 0.37530302 0.49447637 0.48315801 0.44164804] [ 0.57832153 0.49124283 0.4246305 0.64181946 0.48597124] [ 0.37752895 0.68103323 0.32463476 0.56945809 0.42184598] [ 0.57507995 0.54391894 0.46358981 0.73384021 0.51054999] [ 0.4017616 0.57360424 0.36876942 0.69640872 0.40428681] [ 0.64464771 0.38033587 0.60239008 0.6067753 0.41611997] [ 0.77825604 0.30682757 0.48662064 0.40688325 0.34399427] [ 0.38335381 0.53756614 0.64284142 0.59536269 0.56250494] [ 0.6075829 0.61800246 0.32790621 0.39878768 0.33680141] [ 0.28105465 0.50604388 0.53138117 0.71734234 0.44198719] [ 0.13603258 0.61485382 0.36781773 0.86232705 0.55211557] [ 0.78219931 0.43350599 0.45094374 0.34638821 0.36435589] [ 0.23077575 0.68985745 0.37978818 0.68118256 0.44713829] [ 0.65266978 0.46634631 0.61879818 0.63095963 0.45736487] [ 0.22512681 0.46862289 0.35743408 0.80160063 0.51269491] [ 0.68979642 0.45577983 0.52765572 0.47922834 0.35801639] [ 0.72166344 0.45347554 0.42617811 0.45204992 0.53740615] [ 0.24981666 0.55230079 0.62843466 0.80515785 0.61531629] [ 0.84821632 0.38402376 0.60710629 0.1836726 0.4542977 ] [ 0.47665271 0.44726314 0.46145862 0.79873321 0.36298108] [ 0.78561146 0.4960306 0.55570365 0.3821483 0.49922378] [ 0.31525457 0.56930447 0.46983897 0.75222087 0.53851767] [ 0.5712684 0.40387561 0.62422019 0.51761026 0.33392299] [ 0.58958248 0.52806834 0.47734529 0.41817801 0.46642398] [ 0.50123304 0.51251573 0.44333896 0.79569908 0.37744927] [ 0.71687823 0.25982334 0.56289423 0.30770652 0.46359146] [ 0.46417504 0.41577847 0.39464837 0.62338788 0.59722301] [ 0.59129113 0.44406966 0.62315347 0.5419504 0.44249968] [ 0.48136158 0.57767636 0.5795968 0.75476399 0.53526405] [ 0.78244412 0.48821877 0.55669525 0.21583053 0.49754499] [ 0.18726538 0.60866518 0.45213132 0.86208704 0.53287498] [ 0.45569342 0.52728861 0.41876946 0.806028 0.31794501] [ 0.38189087 0.58108013 0.45263409 0.56132771 0.44135865] [ 0.3974344 0.53385708 0.42952029 0.39094934 0.53587942] [ 0.72385116 0.42163113 0.4514742 0.30340364 0.36942301] [ 0.36086938 0.45912713 0.33684417 0.70532045 0.53608949] [ 0.60397316 0.37761918 0.50857753 0.64912475 0.3441307 ] [ 0.66282092 0.42083742 0.54737312 0.30298242 0.54074479] [ 0.55132809 0.34711199 0.66861989 0.52067236 0.48375227] [ 0.42522857 0.55848039 0.52469897 0.6678872 0.38850795] [ 0.67132698 0.51459794 0.46889413 0.34618019 0.43674978] [ 0.62991156 0.35452231 0.57352071 0.69326982 0.39914577] [ 0.68085146 0.48212272 0.47379799 0.41732816 0.39055582] [ 0.11776585 0.6109349 0.44859944 0.92234393 0.50691396] [ 0.5618552 0.55990834 0.45565468 0.66751996 0.51581613] [ 0.767168 0.45676197 0.4512472 0.35494026 0.42252307] [ 0.30739148 0.61326898 0.45360083 0.64123047 0.57095299] [ 0.62235631 0.52277963 0.45401686 0.5803465 0.39411534] [ 0.33473851 0.52713716 0.61685553 0.76023199 0.58384294] [ 0.673356 0.38355635 0.56789664 0.31412939 0.48605347] [ 0.58827745 0.56652091 0.41344016 0.58856335 0.58021532] [ 0.13974991 0.62459226 0.359125 0.89516627 0.51921972] [ 0.44908085 0.6430349 0.54052789 0.6232213 0.59829447] [ 0.83313049 0.42183774 0.63309954 0.27423115 0.35247788] [ 0.38483212 0.5319596 0.51574036 0.57215413 0.55341992] [ 0.73725042 0.46384374 0.5146478 0.40743811 0.43761069] [ 0.32565522 0.59136895 0.3705093 0.7112921 0.57816999] [ 0.70671443 0.45439177 0.58063152 0.66374438 0.3418617 ] [ 0.62306875 0.53643233 0.48564937 0.54665658 0.37885368] [ 0.46172816 0.55584988 0.49755414 0.62868453 0.349156 ] [ 0.37126102 0.52802483 0.46758708 0.61053826 0.41594749] [ 0.47990741 0.65389967 0.33769338 0.60189209 0.35533144] [ 0.25007201 0.54762446 0.52243207 0.84247209 0.64647156] [ 0.41484954 0.47088895 0.54656986 0.52497214 0.43883258] [ 0.63013759 0.46757161 0.41847496 0.29692834 0.33605693] [ 0.62081474 0.55288755 0.47359582 0.49009114 0.57069956] [ 0.59957261 0.40500933 0.51397102 0.70342375 0.32476767] [ 0.83099948 0.3936791 0.59941523 0.1857432 0.36711338] [ 0.41330853 0.56162063 0.3619892 0.80274434 0.34010729] [ 0.56018795 0.41332212 0.5913731 0.62017458 0.46246584] [ 0.12579891 0.61841626 0.38647943 0.79747374 0.52986731] [ 0.16622524 0.69271896 0.36893735 0.75852623 0.53912334] [ 0.59064632 0.66562909 0.29413302 0.61773058 0.35866057] [ 0.7565329 0.41215759 0.44063646 0.15295293 0.38794714] [ 0.6827878 0.55134827 0.51484421 0.51552121 0.47770103] [ 0.46211522 0.4399254 0.39507707 0.55451732 0.36285176] [ 0.45957092 0.67565046 0.46234545 0.59527496 0.37614329] [ 0.83342696 0.37787095 0.50930033 0.2123411 0.4034949 ] [ 0.54604442 0.61064727 0.51804919 0.69027792 0.43108068] [ 0.64180844 0.52825798 0.33435193 0.44552024 0.37766507] [ 0.49565254 0.45634544 0.42328284 0.55554949 0.61741526] [ 0.61692507 0.4957545 0.61091469 0.7379716 0.42158482] [ 0.38658704 0.53614285 0.51368806 0.83702923 0.45097466] [ 0.4741907 0.60248323 0.54689564 0.67585511 0.54173627] [ 0.91121721 0.38281833 0.49179836 0.18800269 0.31509006] [ 0.57851761 0.37336275 0.52322204 0.27612314 0.42045407] [ 0.72323752 0.42126029 0.53430618 0.17652146 0.29856392] [ 0.85180629 0.41663693 0.65408067 0.18666453 0.38154588] [ 0.46196671 0.51136877 0.46927698 0.51172809 0.43886971] [ 0.3779312 0.51391049 0.51613034 0.70146636 0.66493807] [ 0.65724755 0.42482068 0.39345453 0.3392051 0.42381284] [ 0.57666231 0.58156427 0.53573251 0.61240427 0.41217922] [ 0.5591792 0.43302201 0.45184388 0.51312087 0.44201666] [ 0.46483455 0.65954784 0.48261122 0.57981297 0.51029474] [ 0.44789525 0.46971844 0.60521325 0.75781215 0.5045856 ] [ 0.22588702 0.72740154 0.42494677 0.82394997 0.41021371] [ 0.53301229 0.47057477 0.54112112 0.47183853 0.57524328] [ 0.34315757 0.54458883 0.51457351 0.83280049 0.47125328] [ 0.55179786 0.66561505 0.53285352 0.61470276 0.43945155] [ 0.35737349 0.47153734 0.53818408 0.54567918 0.50452769] [ 0.57139349 0.58015297 0.39210742 0.46601322 0.48237939] [ 0.57749118 0.41932337 0.41511247 0.51269668 0.32304857] [ 0.69984845 0.3299018 0.49017717 0.25164241 0.41005503] [ 0.20440869 0.57768244 0.38984753 0.85021589 0.44947976] [ 0.44347321 0.51478761 0.36368939 0.64128886 0.44275298] [ 0.56418777 0.41761215 0.5946025 0.28186495 0.46963 ] [ 0.7382481 0.36907062 0.64592847 0.43719702 0.38445864] [ 0.70080429 0.47732957 0.58305206 0.37445747 0.50973932] [ 0.53369032 0.46888185 0.4924614 0.70096403 0.39614565] [ 0.68587081 0.48765269 0.48733175 0.36706218 0.35930403] [ 0.62581137 0.52433799 0.55905593 0.40809131 0.38420662] [ 0.37948132 0.52680042 0.343957 0.61264759 0.54526457] [ 0.83546475 0.48129893 0.50055848 0.27751914 0.33863323] [ 0.60975135 0.56824986 0.29239029 0.49408015 0.36429552] [ 0.48010049 0.51003103 0.43735231 0.54968925 0.49757442] [ 0.44127269 0.52696908 0.42638823 0.746858 0.31693871] [ 0.12902097 0.63725082 0.47091348 0.82237076 0.5734567 ] [ 0.86836607 0.33669405 0.56198686 0.30775048 0.41164378] [ 0.77377706 0.49945835 0.45578111 0.34644371 0.38284205] [ 0.60879865 0.50826436 0.44422912 0.43812626 0.49942864] [ 0.61584074 0.53070666 0.47577725 0.53746482 0.57054663] [ 0.68640059 0.39279938 0.45570329 0.28714835 0.34130417] [ 0.43095693 0.67797698 0.46017735 0.75960955 0.47693285] [ 0.63839815 0.39978067 0.59736734 0.61029249 0.46344252] [ 0.40934976 0.51591356 0.5773761 0.74137525 0.44403224] [ 0.88034952 0.38914053 0.51323676 0.21552899 0.34518459] [ 0.28120781 0.61916347 0.48284681 0.82023569 0.63259194] [ 0.85568406 0.35300361 0.5765495 0.23471222 0.3484086 ] Progress: 36.5% ... Training loss: 0.550 ... Validation loss: 0.931[ 0.69950971 0.45236403 0.5602101 0.37997125 0.45973577] [ 0.62582913 0.50398019 0.54555028 0.46594142 0.42013347] [ 0.0917662 0.63048277 0.42801141 0.87528311 0.57501497] [ 0.64473242 0.47018135 0.54184341 0.54687505 0.44362159] [ 0.16216454 0.71562885 0.36437285 0.86823193 0.54765967] [ 0.59952246 0.40461216 0.52191444 0.58123426 0.31057972] [ 0.42803939 0.42547441 0.47316704 0.60999142 0.39140494] [ 0.33847867 0.54838902 0.4384436 0.61779873 0.48105373] [ 0.61414353 0.52002624 0.42501249 0.50872774 0.33111451] [ 0.69486048 0.6799112 0.3054182 0.5863433 0.37398731] [ 0.62143212 0.55269977 0.47366624 0.48972092 0.5706346 ] [ 0.67691837 0.40077739 0.58374225 0.34227251 0.51924663] [ 0.10137644 0.57846929 0.4211102 0.84637514 0.59674065] [ 0.79411869 0.31022591 0.47371352 0.2999686 0.46594486] [ 0.48514752 0.5949061 0.36856781 0.50640659 0.52138835] [ 0.68167399 0.32453985 0.66187522 0.4550238 0.42969336] [ 0.26436662 0.53986877 0.4492013 0.68824836 0.57062036] [ 0.7149543 0.42712523 0.52844277 0.25833404 0.37910094] [ 0.5263741 0.49078148 0.5325086 0.62506382 0.34619074] [ 0.54338474 0.3911578 0.56065995 0.67591566 0.44196946] [ 0.54982037 0.50048797 0.57005199 0.73890249 0.43143222] [ 0.73279653 0.42723891 0.52958387 0.41482439 0.35428932] [ 0.55340791 0.4316286 0.5049105 0.57546193 0.42576293] [ 0.62600005 0.65161137 0.32606971 0.62619526 0.52760195] [ 0.31077798 0.62809842 0.44012484 0.61398894 0.46098877] [ 0.54507044 0.3679187 0.5679619 0.38940777 0.61869896] [ 0.65004778 0.55451073 0.36656705 0.59267088 0.28656968] [ 0.50435605 0.54674743 0.57656545 0.45847945 0.40939039] [ 0.60697632 0.45877554 0.56656574 0.44535332 0.47456365] [ 0.64427781 0.48250696 0.42987807 0.42091966 0.35797632] [ 0.42968584 0.42785752 0.47419186 0.72491256 0.40797489] [ 0.44619382 0.56571854 0.37644183 0.40752029 0.37801936] [ 0.79044961 0.37695889 0.4895073 0.29846901 0.36885267] [ 0.74730952 0.55649815 0.38051664 0.33551569 0.39908983] [ 0.88837944 0.47957689 0.51078846 0.35622553 0.28079363] [ 0.26456924 0.57441609 0.3493896 0.82644025 0.52662901] [ 0.65769658 0.40539383 0.46639678 0.48703005 0.361155 ] [ 0.25873455 0.56545199 0.50427888 0.83797172 0.49897697] [ 0.27507755 0.71225178 0.29663005 0.8513968 0.48564859] [ 0.29241655 0.53429947 0.50581591 0.8370745 0.56406645] [ 0.44882475 0.47757522 0.55416031 0.55902195 0.52506932] [ 0.72873739 0.58764781 0.46403359 0.3869474 0.39898616] [ 0.48306531 0.46086661 0.55477418 0.51230954 0.39248974] [ 0.23647946 0.58111011 0.54565107 0.76633316 0.5306893 ] [ 0.29109676 0.66220728 0.35637429 0.74361141 0.47911253] [ 0.4770511 0.55498624 0.44304405 0.5458378 0.45748287] [ 0.91938884 0.34731319 0.61374033 0.12113976 0.29394033] [ 0.5531789 0.56619999 0.55170494 0.52882483 0.39597427] [ 0.73023848 0.42782603 0.51590113 0.25857782 0.53683381] [ 0.40816175 0.48218383 0.47172647 0.78890793 0.46769238] [ 0.84184437 0.31136219 0.64275514 0.16908026 0.48081829] [ 0.72969021 0.55398606 0.41770533 0.35690279 0.51648064] [ 0.40458409 0.58078754 0.49970779 0.48627369 0.63637519] [ 0.32339176 0.63843798 0.45613911 0.74340555 0.53026303] [ 0.26227322 0.613107 0.48497226 0.81278868 0.6096793 ] [ 0.38325072 0.5167929 0.37423116 0.81600844 0.37071139] [ 0.4349288 0.56912568 0.5690429 0.63881894 0.44818295] [ 0.78488409 0.48864498 0.58400296 0.52371369 0.34903607] [ 0.83099407 0.32314352 0.62096666 0.31059088 0.36537005] [ 0.46312002 0.66873331 0.45043963 0.62042473 0.3652271 ] [ 0.32791946 0.49344753 0.31156464 0.73512175 0.40918146] [ 0.55923446 0.45576586 0.54393739 0.46434265 0.46948721] [ 0.47551069 0.45326163 0.53247387 0.76566138 0.47990788] [ 0.81342976 0.4224116 0.55266423 0.18685137 0.32542087] [ 0.75773398 0.40021457 0.58637231 0.13396835 0.3091624 ] [ 0.61919467 0.67059775 0.42734228 0.63421198 0.50061114] [ 0.21154675 0.54732333 0.52626948 0.81153544 0.39755213] [ 0.65925883 0.42140948 0.45142 0.26738406 0.3723671 ] [ 0.38871498 0.51804179 0.40502391 0.67535929 0.46725439] [ 0.47833966 0.65558022 0.31699348 0.5100747 0.40664038] [ 0.46271513 0.49504513 0.62136848 0.76120128 0.48429101] [ 0.59643587 0.42768947 0.51143366 0.4538549 0.40648895] [ 0.24969474 0.48590505 0.50798861 0.73206772 0.60532488] [ 0.62726699 0.42129047 0.52667275 0.22977624 0.50258983] [ 0.32298331 0.51504807 0.53356976 0.76893738 0.46721149] [ 0.59656048 0.4938602 0.40577443 0.40441325 0.4165338 ] [ 0.49986653 0.49543289 0.49471273 0.53521458 0.4864184 ] [ 0.80915138 0.28681434 0.74568246 0.18916867 0.45728037] [ 0.61730834 0.50106854 0.43921666 0.44968306 0.40234403] [ 0.56713191 0.49150818 0.35061068 0.56731449 0.31516329] [ 0.76174101 0.32728279 0.51656376 0.27160886 0.3289319 ] [ 0.57833006 0.38655334 0.69539518 0.59479005 0.4721921 ] [ 0.84694882 0.47481561 0.61094601 0.22065992 0.39328773] [ 0.80330135 0.45940139 0.61803257 0.40235984 0.36365102] [ 0.14625849 0.61691311 0.41606893 0.84734275 0.56738552] [ 0.52923476 0.60512411 0.46154867 0.59006552 0.46277158] [ 0.83137969 0.47601297 0.40179878 0.26680296 0.37396227] [ 0.25908093 0.54551323 0.53206661 0.78523616 0.36200132] [ 0.79002687 0.51832178 0.36956844 0.38508358 0.35334428] [ 0.24370953 0.70769229 0.52175706 0.68127327 0.68823665] [ 0.41688254 0.53622033 0.49474145 0.61783029 0.32293167] [ 0.25145692 0.62188593 0.31936151 0.77423566 0.54772345] [ 0.3860339 0.53029241 0.5823019 0.82627958 0.50211527] [ 0.66431597 0.40871757 0.57643549 0.61845288 0.44700138] [ 0.85700379 0.45591983 0.45270203 0.24266791 0.38490607] [ 0.46688825 0.645854 0.37286347 0.63239669 0.33167953] [ 0.52595291 0.43583504 0.51510809 0.59662212 0.36365659] [ 0.39853734 0.53486022 0.39340239 0.34555553 0.48951591] [ 0.54507044 0.3679187 0.5679619 0.38940777 0.61869896] [ 0.20746414 0.55739139 0.36743964 0.87120354 0.61534045] [ 0.30021377 0.7126686 0.33683533 0.66529192 0.46848983] [ 0.58685251 0.35047859 0.5101944 0.45447937 0.46648328] [ 0.16195699 0.60984819 0.51491802 0.93547507 0.60584667] [ 0.82467598 0.32155832 0.45127691 0.25654506 0.4241365 ] [ 0.75385293 0.42363943 0.6490334 0.17418852 0.4974458 ] [ 0.53115625 0.46803694 0.54667295 0.38509571 0.61992577] [ 0.61770769 0.44206625 0.51150827 0.36622456 0.58132457] [ 0.53474031 0.54637134 0.50248128 0.46524862 0.46602808] [ 0.51005578 0.44093738 0.51517571 0.55303521 0.64328725] [ 0.88263818 0.46278514 0.5629631 0.33658548 0.37554028] [ 0.39181259 0.59363143 0.37484727 0.70559466 0.46878003] [ 0.73230046 0.35815607 0.57594184 0.25205149 0.46752549] [ 0.88077678 0.39019811 0.53077757 0.22624913 0.35932765] [ 0.82944902 0.34440157 0.4221367 0.22585786 0.452948 ] [ 0.29124181 0.57971035 0.55820457 0.84175383 0.62253134] [ 0.83070548 0.25264581 0.52056512 0.25729153 0.42026033] [ 0.27837689 0.59531313 0.38248699 0.85091741 0.36230212] [ 0.66382814 0.56180129 0.57100832 0.48995589 0.5000367 ] [ 0.49158894 0.57235407 0.48354425 0.65817668 0.45914318] [ 0.59157373 0.43963195 0.58664501 0.4252834 0.59163271] [ 0.1337122 0.57371781 0.46982895 0.90217742 0.53847436] [ 0.25834908 0.66082674 0.26649097 0.66324442 0.44136797] [ 0.37122327 0.5239138 0.50199229 0.52128415 0.30593331] [ 0.32340025 0.40092987 0.51301833 0.84479436 0.42133457] [ 0.12067627 0.63216285 0.45474235 0.88535503 0.49853468] [ 0.58444829 0.57988172 0.55518123 0.60249255 0.44092269] [ 0.6134863 0.49646689 0.65313078 0.51089329 0.49095105] [ 0.31122188 0.44620781 0.62504562 0.76433921 0.50604389] Progress: 36.5% ... Training loss: 0.550 ... Validation loss: 0.933[ 0.30146041 0.49896143 0.46748012 0.67589737 0.59899651] [ 0.71946091 0.48242208 0.43782709 0.30687868 0.42219553] [ 0.44352548 0.54700169 0.40075703 0.58586674 0.41094283] [ 0.71441297 0.37819908 0.42443984 0.27964333 0.37547834] [ 0.26350478 0.51896627 0.39991419 0.5998998 0.69414965] [ 0.64637955 0.37051459 0.51051443 0.31394912 0.47542676] [ 0.67730206 0.38146988 0.6434191 0.25787622 0.49202432] [ 0.81680816 0.46818502 0.50328784 0.23846771 0.43221486] [ 0.28128371 0.54040332 0.36766622 0.79537872 0.4932827 ] [ 0.54415342 0.47265921 0.50102718 0.50521215 0.47032831] [ 0.79419485 0.31017915 0.47373787 0.29986213 0.46592445] [ 0.60411661 0.4349122 0.48844034 0.27805383 0.43236717] [ 0.44620582 0.53568495 0.41077078 0.67339905 0.42909626] [ 0.86260484 0.36513319 0.53117877 0.10526241 0.31019292] [ 0.40115566 0.46249805 0.62378998 0.65327629 0.51726143] [ 0.20413014 0.68139993 0.43567174 0.75327129 0.49957195] [ 0.54653256 0.63029327 0.56214373 0.65621442 0.49611695] [ 0.78256915 0.42375767 0.51619795 0.31526067 0.4142523 ] [ 0.29746581 0.54904671 0.33921832 0.78969604 0.49237145] [ 0.42780799 0.48542928 0.53403697 0.52855048 0.55397184] [ 0.48152814 0.52874143 0.47389964 0.56312065 0.36477789] [ 0.47207531 0.45543004 0.57460337 0.71920366 0.45331048] [ 0.68814194 0.42356713 0.46220909 0.3600959 0.37903423] [ 0.33090413 0.54920935 0.54249358 0.8234272 0.47514658] [ 0.70217248 0.45580724 0.40192579 0.46968797 0.36593766] [ 0.57947714 0.5852176 0.36414596 0.41805607 0.45267153] [ 0.76559355 0.43992372 0.51151226 0.28245743 0.42666874] [ 0.41163663 0.4995457 0.38456509 0.55276527 0.44751027] [ 0.2282909 0.55499763 0.32069807 0.83553628 0.41938696] [ 0.73654316 0.4765395 0.52917639 0.44856053 0.35433112] [ 0.42935246 0.60681655 0.43575987 0.69344016 0.48656534] [ 0.47301492 0.54498447 0.32461287 0.521244 0.4643777 ] [ 0.4656581 0.5850712 0.46089549 0.67390268 0.62259764] [ 0.38127998 0.63145375 0.4788869 0.65979342 0.59664288] [ 0.60972916 0.60404079 0.36695032 0.749435 0.34885221] [ 0.7370909 0.45570203 0.51012293 0.24358173 0.36952525] [ 0.65919635 0.5266915 0.40294816 0.49531249 0.35990868] [ 0.29980748 0.60414785 0.38243975 0.44006652 0.49408057] [ 0.75530545 0.38964477 0.62936842 0.21834743 0.39028309] [ 0.82222378 0.45232398 0.4520579 0.24335046 0.41814776] [ 0.32679881 0.45675576 0.52239774 0.61828189 0.50434918] [ 0.57905191 0.54539643 0.55937958 0.452602 0.57940205] [ 0.51177354 0.52241592 0.52079069 0.4214793 0.56462983] [ 0.31007401 0.52188427 0.50569882 0.75298649 0.55629292] [ 0.55012747 0.51466496 0.44115728 0.40648397 0.46046422] [ 0.81573984 0.36367505 0.5321076 0.21245443 0.44877869] [ 0.65435702 0.64328601 0.47406067 0.64940724 0.44137467] [ 0.8529907 0.41654405 0.51754774 0.18046323 0.23673702] [ 0.9027892 0.5105528 0.46873411 0.26460265 0.33206872] [ 0.43920509 0.59454282 0.43814347 0.75980213 0.59700734] [ 0.59992855 0.63245641 0.43246227 0.57816678 0.36413029] [ 0.56089652 0.57425714 0.50262624 0.51721909 0.41064162] [ 0.80035963 0.53261399 0.58484096 0.44835076 0.31905932] [ 0.75137367 0.43910914 0.43582346 0.36490068 0.34693638] [ 0.38604316 0.53160519 0.51587848 0.57148582 0.553306 ] [ 0.63095848 0.5987622 0.32066304 0.57050836 0.35338856] [ 0.45309982 0.53717586 0.5495145 0.56745158 0.40092469] [ 0.69664714 0.56567953 0.56776993 0.41764782 0.46755202] [ 0.26673764 0.5689333 0.53587082 0.88732154 0.63719008] [ 0.74446459 0.49353305 0.29070152 0.43590941 0.31588629] [ 0.1486965 0.65464333 0.39314387 0.88902718 0.55248329] [ 0.74964621 0.42791499 0.6251361 0.36275862 0.42468303] [ 0.79945194 0.53929019 0.42364591 0.25861663 0.38912821] [ 0.38480837 0.51379468 0.53765959 0.76567257 0.47701132] [ 0.30094582 0.45392023 0.60910192 0.79830297 0.56972583] [ 0.11790594 0.59462459 0.45358969 0.8584382 0.54947154] [ 0.2047343 0.65892337 0.41040253 0.86652113 0.54508258] [ 0.33460443 0.64259761 0.36494582 0.69095127 0.45493618] [ 0.70403076 0.4026902 0.5628187 0.30776031 0.50847865] [ 0.77321301 0.52257428 0.49157854 0.45190719 0.44542408] [ 0.52279447 0.51974806 0.52721064 0.60837915 0.53267155] [ 0.16323833 0.63367506 0.47375177 0.77068695 0.55380351] [ 0.5762687 0.55344881 0.4401799 0.54653532 0.51733222] [ 0.48133696 0.55661076 0.39955938 0.54144417 0.36118469] [ 0.26779934 0.61449428 0.55581983 0.88396339 0.48648897] [ 0.53541845 0.43619074 0.42151833 0.44970083 0.49622087] [ 0.59586428 0.32280933 0.49029991 0.73119996 0.4434924 ] [ 0.47760652 0.59226123 0.5515575 0.58222465 0.4712456 ] [ 0.66496528 0.59096844 0.45798889 0.41129831 0.46674506] [ 0.4221364 0.52979523 0.41751717 0.58338614 0.42824474] [ 0.4506651 0.50396277 0.50514161 0.68689956 0.35103837] [ 0.66470267 0.54209759 0.51790789 0.46754411 0.52523214] [ 0.45791589 0.59679528 0.56581232 0.67030768 0.3855275 ] [ 0.54535842 0.48472685 0.44164837 0.4929276 0.35109311] [ 0.35863966 0.43306349 0.4175292 0.62806682 0.405497 ] [ 0.8826003 0.33054297 0.53135243 0.13593225 0.39337523] [ 0.42997027 0.53309483 0.6568857 0.72097792 0.58908791] [ 0.74618134 0.38805494 0.50891244 0.20406239 0.43480081] [ 0.78510759 0.31465567 0.61102454 0.24635641 0.42104582] [ 0.68151008 0.37539194 0.63121283 0.5967373 0.41585149] [ 0.29195495 0.5794217 0.55832153 0.84157602 0.62243329] [ 0.46331901 0.66869602 0.45043774 0.62036778 0.36521558] [ 0.20527113 0.5774583 0.38990398 0.8499353 0.44942156] [ 0.36937633 0.59636488 0.4943908 0.71049117 0.41679451] [ 0.85713917 0.29890109 0.45214671 0.17018254 0.31191045] [ 0.35971542 0.5645886 0.50714463 0.65907629 0.49659818] [ 0.37827289 0.76776351 0.28107505 0.80770294 0.50146666] [ 0.44435722 0.52474178 0.53020023 0.50471809 0.49062206] [ 0.30674115 0.47390052 0.54248453 0.5941509 0.4999068 ] [ 0.72057275 0.5212832 0.53053058 0.42857107 0.42226245] [ 0.44748721 0.45342719 0.47924887 0.62439137 0.39974585] [ 0.39895513 0.43436149 0.46249016 0.5341773 0.46418088] [ 0.26295318 0.72977295 0.29966563 0.72768808 0.5131085 ] [ 0.51075997 0.61401049 0.45774968 0.50723729 0.37558397] [ 0.72969155 0.42568727 0.52987282 0.35054228 0.47187961] [ 0.49463629 0.59670265 0.46389069 0.77474056 0.48102799] [ 0.82103046 0.34028385 0.5619238 0.23700545 0.42039133] [ 0.77175815 0.48772629 0.537282 0.2277822 0.3485624 ] [ 0.83690407 0.49593406 0.25717988 0.39502998 0.30105724] [ 0.54451667 0.3681971 0.56783962 0.38967193 0.6187951 ] [ 0.63209245 0.44595678 0.56074542 0.68871588 0.35763201] [ 0.52206642 0.5959717 0.40191147 0.76819152 0.50934971] [ 0.64038036 0.58361318 0.52322403 0.4697365 0.3774502 ] [ 0.76867724 0.46322972 0.40098428 0.26610078 0.31537956] [ 0.59741643 0.34485645 0.62878818 0.53264174 0.40369055] [ 0.46222033 0.40562629 0.57737771 0.62629241 0.49324218] [ 0.70873698 0.3315305 0.6625978 0.29638298 0.42197931] [ 0.40497821 0.51347992 0.47843176 0.57776904 0.50640235] [ 0.62719044 0.42918647 0.30405943 0.43108737 0.36127544] [ 0.75699914 0.41482777 0.56622667 0.33671543 0.36578403] [ 0.62578861 0.52021712 0.37028085 0.64553804 0.52347057] [ 0.70525907 0.34985917 0.642723 0.28231059 0.41210769] [ 0.35343275 0.63667814 0.39409107 0.59530338 0.44637462] [ 0.19504241 0.56611827 0.52742245 0.75773266 0.5332518 ] [ 0.65415521 0.5176406 0.48478682 0.37153681 0.33598331] [ 0.6350179 0.39610408 0.56667678 0.42092264 0.47812972] [ 0.40480381 0.55164251 0.51623531 0.81309747 0.55826404] [ 0.30770553 0.57793724 0.46385624 0.83414437 0.46051112] Progress: 36.5% ... Training loss: 0.549 ... Validation loss: 0.926[ 0.50107226 0.62681529 0.38398989 0.69263134 0.33541086] [ 0.5829571 0.48696762 0.53190622 0.34210861 0.45351349] [ 0.32403484 0.6197558 0.58981852 0.69443095 0.64402168] [ 0.53694796 0.52340306 0.60182272 0.45491126 0.4798949 ] [ 0.47406989 0.64338254 0.45219631 0.59643034 0.327045 ] [ 0.32299072 0.51170985 0.54831507 0.77826679 0.50645849] [ 0.50674301 0.41984763 0.50232056 0.53100011 0.38210897] [ 0.65821197 0.5271509 0.40276027 0.49591872 0.36005418] [ 0.30365021 0.46733322 0.45878184 0.74648886 0.55399094] [ 0.43581666 0.45240266 0.50017172 0.61246052 0.42757628] [ 0.5838072 0.4696843 0.55368555 0.72495868 0.36021258] [ 0.64166135 0.39059686 0.39229212 0.2163291 0.41682539] [ 0.17239509 0.5756907 0.39698446 0.77735903 0.41329827] [ 0.40063473 0.68450557 0.50912454 0.72497479 0.48307649] [ 0.30724075 0.6368476 0.40237175 0.75239386 0.57764498] [ 0.5424875 0.35535952 0.58114602 0.73585499 0.45015851] [ 0.57188676 0.46625097 0.56896974 0.45532785 0.61463109] [ 0.80857119 0.33059401 0.51549915 0.20658291 0.46674068] [ 0.67665981 0.50987146 0.45014749 0.31593561 0.43768673] [ 0.52939384 0.47163917 0.61296464 0.31204354 0.57688072] [ 0.26751716 0.71786477 0.42808719 0.75976036 0.40690533] [ 0.76545035 0.53904268 0.45296608 0.51455035 0.45366079] [ 0.30592478 0.63589815 0.50431504 0.71325912 0.4892947 ] [ 0.57251475 0.56771789 0.44933483 0.67435409 0.55554218] [ 0.52277127 0.5940215 0.47145718 0.48577481 0.5073772 ] [ 0.47321257 0.4012827 0.41917188 0.52649966 0.60352676] [ 0.5567584 0.46496909 0.55883641 0.55966146 0.42857563] [ 0.33629934 0.52467525 0.49191016 0.59413094 0.39028454] [ 0.40357178 0.58295087 0.46540704 0.62504631 0.42880626] [ 0.30332767 0.4476179 0.51368714 0.75128915 0.46607579] [ 0.42834459 0.6662969 0.41759442 0.54340277 0.44893764] [ 0.2541611 0.55912806 0.31767055 0.83201935 0.50131061] [ 0.54615421 0.47796121 0.43450591 0.55368231 0.43596067] [ 0.68800745 0.44832812 0.38769369 0.26237569 0.3298957 ] [ 0.49142937 0.48171515 0.51194448 0.71556364 0.32333275] [ 0.25462971 0.44925788 0.45685484 0.48399387 0.75378352] [ 0.4925019 0.45726929 0.49614865 0.64104577 0.4110479 ] [ 0.78584307 0.40223909 0.60359427 0.28671803 0.38597266] [ 0.79243095 0.34305067 0.59391374 0.25075653 0.4533731 ] [ 0.60154566 0.6017949 0.36088428 0.46460775 0.36664924] [ 0.57918626 0.42701102 0.5993529 0.5529642 0.46122516] [ 0.59711472 0.4052064 0.52767918 0.56503421 0.57972244] [ 0.63527467 0.34391874 0.57913657 0.41478582 0.29456555] [ 0.39836056 0.51297843 0.43798418 0.57299737 0.6249975 ] [ 0.76632859 0.47897314 0.56970127 0.46807044 0.49028793] [ 0.81109602 0.44547926 0.57038711 0.31269076 0.30265787] [ 0.16188847 0.74568204 0.4331163 0.81818402 0.47935823] [ 0.52077992 0.45660625 0.49028192 0.66062602 0.46596822] [ 0.60938381 0.51204502 0.39231784 0.26776616 0.35513288] [ 0.73726105 0.46587771 0.59621308 0.46087096 0.3952486 ] [ 0.33447618 0.45572515 0.49796373 0.85509763 0.58679487] [ 0.30636337 0.63191618 0.4870614 0.84004233 0.60418701] [ 0.56328449 0.507854 0.53352839 0.69799087 0.28848831] [ 0.31150894 0.56976011 0.51723115 0.7819771 0.47733753] [ 0.39187496 0.471068 0.58592481 0.64620753 0.58913163] [ 0.42485373 0.52253488 0.46303386 0.59114824 0.49166732] [ 0.66107614 0.41991702 0.55081875 0.28478015 0.38600065] [ 0.63078368 0.55927765 0.50198279 0.34983385 0.46253596] [ 0.83076865 0.37814831 0.43459914 0.24026214 0.29106263] [ 0.48185738 0.61990951 0.37716073 0.5607953 0.47519804] [ 0.19646492 0.5140898 0.58608099 0.77240018 0.55207228] [ 0.61362027 0.57936995 0.3678787 0.4140016 0.44905385] [ 0.40226624 0.6323353 0.29631941 0.56655502 0.4439995 ] [ 0.3394107 0.50708033 0.41470494 0.78536166 0.47376385] [ 0.25182369 0.51885289 0.56483992 0.79091707 0.61309383] [ 0.52944497 0.59812563 0.26362683 0.66937657 0.44319733] [ 0.30936463 0.65438062 0.4687819 0.77713497 0.61341089] [ 0.51056538 0.60861773 0.33125372 0.60939823 0.34070907] [ 0.38467335 0.57244635 0.3578876 0.60724284 0.46337229] [ 0.61986951 0.52391106 0.45354267 0.58177405 0.39448511] [ 0.35242312 0.63718835 0.39387019 0.59578953 0.44657619] [ 0.58038972 0.4943425 0.45187241 0.66433449 0.26492732] [ 0.36769865 0.54085371 0.37519542 0.61714784 0.43541775] [ 0.22093825 0.74287068 0.29634456 0.7760221 0.5044123 ] [ 0.52232648 0.49305682 0.46765011 0.39923087 0.42879253] [ 0.5400479 0.56018292 0.40651282 0.63861703 0.46937684] [ 0.61283834 0.53662604 0.43877244 0.33596124 0.40382031] [ 0.74481702 0.46481516 0.46676186 0.34349024 0.43181612] [ 0.47569123 0.62740545 0.38121117 0.74001357 0.53885283] [ 0.36563743 0.5510395 0.49205751 0.74821603 0.51292485] [ 0.37755016 0.5501598 0.37752447 0.48894904 0.44758777] [ 0.81453232 0.46266404 0.47230522 0.35275839 0.31208167] [ 0.89013728 0.36276212 0.62040171 0.12571124 0.34175053] [ 0.63618194 0.42061338 0.63881856 0.47976362 0.46561947] [ 0.55745046 0.405965 0.492435 0.27702441 0.55311366] [ 0.36700024 0.52491628 0.53098166 0.82223813 0.4566283 ] [ 0.69414302 0.39020403 0.57730731 0.46163051 0.35648067] [ 0.44108367 0.51989443 0.49400094 0.74412545 0.47529126] [ 0.42406774 0.64740098 0.33832847 0.69465828 0.36687205] [ 0.72577084 0.44788305 0.62419588 0.33708026 0.36436094] [ 0.21225177 0.68347031 0.34690496 0.82272827 0.47746886] [ 0.35275709 0.5780172 0.49167116 0.67214084 0.53421606] [ 0.51517736 0.42159171 0.38303848 0.59677161 0.48604733] [ 0.87500389 0.32637273 0.4750639 0.25984001 0.41241302] [ 0.52396482 0.40475801 0.60223493 0.33540387 0.48831392] [ 0.50404411 0.46876061 0.53959143 0.66072252 0.44499821] [ 0.3653458 0.47240868 0.45488716 0.72852398 0.67510625] [ 0.61238222 0.45244843 0.49439763 0.76490588 0.42943043] [ 0.38954866 0.56164581 0.38395536 0.64458885 0.37673092] [ 0.6357067 0.40303134 0.64983739 0.63331101 0.46371182] [ 0.43350409 0.49705738 0.4402676 0.70500074 0.59549268] [ 0.54499877 0.38968356 0.57567674 0.28429125 0.54350206] [ 0.32370981 0.69563781 0.30483775 0.84119975 0.51835998] [ 0.63786959 0.53993658 0.36441146 0.68586282 0.45112167] [ 0.29022312 0.4639196 0.57105252 0.59485052 0.66921316] [ 0.69608027 0.43421563 0.57000893 0.27034759 0.38058026] [ 0.67798033 0.4558277 0.53495149 0.46218532 0.36640038] [ 0.243626 0.5625981 0.55557016 0.82656886 0.5870274 ] [ 0.41432807 0.63648087 0.47122961 0.65652456 0.63397577] [ 0.41798052 0.6637859 0.416768 0.50726785 0.50427736] [ 0.7976588 0.39132911 0.592849 0.15734124 0.35298585] [ 0.26429576 0.51851586 0.40008937 0.59915819 0.69404252] [ 0.61263011 0.56259926 0.3579991 0.55825764 0.41362915] [ 0.77316452 0.33643449 0.38813451 0.17139468 0.36339381] [ 0.39756761 0.5340604 0.42940755 0.39072865 0.53597856] [ 0.72784923 0.40183132 0.69456218 0.1996402 0.4194479 ] [ 0.57545651 0.4082665 0.46161816 0.40127228 0.35721179] [ 0.74452863 0.4568599 0.53760627 0.19366437 0.50715299] [ 0.59119991 0.56551306 0.41382723 0.58671087 0.57991068] [ 0.8636952 0.36115464 0.61283092 0.15521296 0.40470229] [ 0.81323988 0.35809974 0.49507078 0.31851617 0.37731827] [ 0.81418618 0.44372079 0.39632123 0.36016096 0.29659673] [ 0.54910708 0.47584011 0.48616534 0.36822588 0.54355849] [ 0.49196458 0.65938004 0.26860914 0.79119566 0.40847359] [ 0.57456033 0.48017867 0.55846139 0.37861863 0.52909179] [ 0.56506607 0.46484217 0.38591504 0.47223663 0.37060315] [ 0.78416708 0.44407741 0.55813405 0.25832608 0.38310402] [ 0.60333854 0.49282497 0.33262995 0.4087873 0.35416686] Progress: 36.6% ... Training loss: 0.549 ... Validation loss: 0.925[ 0.29497422 0.63417363 0.33231998 0.52659651 0.52634733] [ 0.45809603 0.53740726 0.52891749 0.62405722 0.5615476 ] [ 0.68357395 0.39686214 0.40831372 0.2580176 0.3120951 ] [ 0.28343608 0.48011528 0.55574423 0.87897095 0.59645247] [ 0.68475288 0.6518384 0.3345685 0.78077061 0.46240852] [ 0.59519124 0.4430398 0.49475232 0.34691835 0.55157928] [ 0.23285633 0.55752481 0.55654925 0.84586659 0.64239949] [ 0.43718464 0.59813437 0.43191606 0.60817911 0.53027003] [ 0.86976547 0.35817886 0.56911569 0.25659699 0.33265924] [ 0.80562146 0.39858996 0.44607646 0.38048772 0.30823288] [ 0.20048107 0.52417441 0.52812274 0.61442739 0.6257624 ] [ 0.68783288 0.33833728 0.53953188 0.51721921 0.32468132] [ 0.77359968 0.55196091 0.46615769 0.56523976 0.37371332] [ 0.29069565 0.58641503 0.50766714 0.90995011 0.52435722] [ 0.35269013 0.5712096 0.38627812 0.67252932 0.48767921] [ 0.84467671 0.42383301 0.66091113 0.18107834 0.40691574] [ 0.5648703 0.45644846 0.48963782 0.74555841 0.34272415] [ 0.27658513 0.53371368 0.56573882 0.75623788 0.53549124] [ 0.39711627 0.53095112 0.41607289 0.83122295 0.57199767] [ 0.80309977 0.43734951 0.50815228 0.25760855 0.45256078] [ 0.48597017 0.63390975 0.37788767 0.67340016 0.30451766] [ 0.71101189 0.395828 0.59995329 0.61007286 0.36581621] [ 0.6659463 0.39786303 0.51548333 0.23185308 0.40811245] [ 0.6541903 0.52392913 0.60925801 0.61677699 0.39947462] [ 0.88124842 0.43120549 0.54656674 0.26837347 0.37228259] [ 0.3991954 0.62975442 0.54995537 0.73339666 0.58166767] [ 0.57239073 0.4037267 0.51289344 0.31994868 0.41507265] [ 0.42303534 0.56112206 0.48009246 0.76155325 0.46698779] [ 0.0978968 0.63217609 0.48757547 0.83176014 0.5721252 ] [ 0.58018186 0.32992034 0.62361772 0.69182583 0.46788862] [ 0.16890975 0.61985643 0.49790678 0.90192847 0.65159859] [ 0.40938674 0.56295214 0.33516791 0.70886525 0.45266953] [ 0.8488389 0.4248485 0.48170628 0.21537177 0.44500611] [ 0.25716729 0.53789557 0.51340655 0.72133806 0.56174548] [ 0.55979913 0.33861466 0.41465836 0.5445395 0.44955527] [ 0.81954882 0.35751621 0.67257635 0.22739609 0.44279477] [ 0.57262684 0.54334611 0.53860781 0.70511538 0.36268358] [ 0.17264558 0.57541349 0.39705899 0.77715597 0.41325295] [ 0.64524785 0.40057346 0.57175739 0.4779094 0.50016593] [ 0.58407952 0.50798567 0.55254632 0.41461636 0.40793757] [ 0.52182191 0.36829377 0.59672123 0.40902924 0.65143582] [ 0.41206906 0.55865558 0.4326327 0.75471597 0.4833007 ] [ 0.21433226 0.61932809 0.39187353 0.73152439 0.44501521] [ 0.29415703 0.49540107 0.47373513 0.78513697 0.42412773] [ 0.57673042 0.50191336 0.55359454 0.40627199 0.47199146] [ 0.58897071 0.59393697 0.46337274 0.43975153 0.45332774] [ 0.31106276 0.44995431 0.52486378 0.71670998 0.4607643 ] [ 0.73568317 0.35705983 0.62787366 0.48010353 0.38785508] [ 0.71515687 0.40814683 0.53605143 0.29468661 0.42370719] [ 0.40414794 0.57933603 0.38552042 0.78754229 0.52189708] [ 0.74441741 0.27323128 0.62042266 0.25162386 0.45619779] [ 0.42698994 0.65800594 0.2618601 0.77788931 0.38267411] [ 0.49298692 0.5191429 0.53901254 0.36891265 0.58638731] [ 0.46402552 0.45061117 0.53659523 0.72972645 0.46046253] [ 0.53938858 0.60555254 0.55755563 0.52674472 0.48186223] [ 0.72391304 0.54859235 0.57851797 0.31831817 0.53018019] [ 0.40943074 0.48171163 0.47188372 0.7885002 0.46757978] [ 0.59649136 0.54588874 0.53188593 0.67736196 0.39157869] [ 0.16622334 0.59027917 0.49915984 0.84761684 0.54513584] [ 0.82610047 0.35002868 0.43820299 0.2299627 0.31826727] [ 0.7343567 0.47780983 0.52862567 0.45018183 0.35473639] [ 0.30918209 0.48450703 0.43452921 0.70029823 0.58968924] [ 0.67736925 0.60395826 0.4176339 0.67864369 0.46078574] [ 0.59334421 0.60173226 0.34864491 0.43363876 0.34966463] [ 0.83065053 0.25660236 0.55426441 0.16168354 0.44083828] [ 0.62087647 0.35573372 0.63636964 0.26635232 0.58764823] [ 0.32261856 0.54837461 0.5080438 0.69903047 0.4690391 ] [ 0.43127477 0.53725831 0.45398045 0.78396992 0.3809826 ] [ 0.68957358 0.51426778 0.48040648 0.45410479 0.49757301] [ 0.33506091 0.45178239 0.63851534 0.74939392 0.52912683] [ 0.68550795 0.41116721 0.56653082 0.6795246 0.40545047] [ 0.47602966 0.51977154 0.42574009 0.40490386 0.45114951] [ 0.30631014 0.59363452 0.52232076 0.78876975 0.48283285] [ 0.41436367 0.54519196 0.46062452 0.67612881 0.54128433] [ 0.55673252 0.47927274 0.46298384 0.49866618 0.59713849] [ 0.49105405 0.48893944 0.50411034 0.421662 0.43034264] [ 0.13523122 0.69714473 0.37282564 0.90424767 0.63475106] [ 0.74351859 0.56579261 0.57238408 0.46382212 0.46028729] [ 0.30762074 0.64049109 0.48493259 0.76698066 0.64351819] [ 0.78007112 0.38345554 0.52501125 0.19871422 0.32483163] [ 0.21026236 0.61339284 0.33844804 0.86802728 0.46739929] [ 0.91207307 0.42139128 0.45264605 0.18216573 0.27096872] [ 0.67406155 0.52328887 0.34701883 0.43727947 0.28065192] [ 0.38819783 0.53579608 0.48865316 0.4422997 0.4691657 ] [ 0.6943692 0.6715683 0.2796742 0.76104991 0.29917818] [ 0.53719974 0.44015641 0.53162366 0.56047993 0.38614221] [ 0.26192687 0.63272237 0.50156326 0.61343495 0.48741079] [ 0.69706753 0.38054734 0.65462038 0.34192219 0.45041216] [ 0.59932838 0.55829532 0.48353722 0.4953389 0.4878718 ] [ 0.23413701 0.50930206 0.34036512 0.8449054 0.61495857] [ 0.65337451 0.49494875 0.46369558 0.43747951 0.55254834] [ 0.6652909 0.30497763 0.53442794 0.50826637 0.40484512] [ 0.52683439 0.5027171 0.41208572 0.71309976 0.35990434] [ 0.30731721 0.55736037 0.4903658 0.81062205 0.53838529] [ 0.5930658 0.48016567 0.45828802 0.51521199 0.33928158] [ 0.58651007 0.61386177 0.43123992 0.67702632 0.34598664] [ 0.16008657 0.54017973 0.51913745 0.72606947 0.58196817] [ 0.75221714 0.49933087 0.54381932 0.41073404 0.40426254] [ 0.44759189 0.47117691 0.45271769 0.47569009 0.47873123] [ 0.25938648 0.68602513 0.44446774 0.73646248 0.38998014] [ 0.12020491 0.66131865 0.39095906 0.91631931 0.49422957] [ 0.33642806 0.49167514 0.45856669 0.56810821 0.56427938] [ 0.65650059 0.41750092 0.55128471 0.22597514 0.36463208] [ 0.61387296 0.67811201 0.43410775 0.49227937 0.4550163 ] [ 0.75325958 0.4682087 0.57470743 0.36532645 0.35142379] [ 0.28609377 0.62549426 0.29636644 0.63519691 0.44396509] [ 0.79655324 0.4096538 0.42562602 0.30757533 0.32498314] [ 0.56736691 0.36738049 0.55456657 0.57602905 0.37466734] [ 0.42515636 0.48392896 0.44645088 0.80472907 0.3812045 ] [ 0.70762527 0.45603865 0.43486904 0.26939123 0.47241326] [ 0.60643828 0.4920563 0.700095 0.47560203 0.47212174] [ 0.26191268 0.61443099 0.47607334 0.67573482 0.40704895] [ 0.64062318 0.36244792 0.50405598 0.56006716 0.30823719] [ 0.19245018 0.63473838 0.38542885 0.60293916 0.54017691] [ 0.51042412 0.55166968 0.47705442 0.58628469 0.33563218] [ 0.6728267 0.45239464 0.43130117 0.57979195 0.52913494] [ 0.36341729 0.59365769 0.46528987 0.70682634 0.45966604] [ 0.75412581 0.42554433 0.56912988 0.40689765 0.41297929] [ 0.53300763 0.69400863 0.23963837 0.66984991 0.44320354] [ 0.57783603 0.5249229 0.45915515 0.37608433 0.47677385] [ 0.4285038 0.45631919 0.55427757 0.51840829 0.59457102] [ 0.81712394 0.50272226 0.64778708 0.13669593 0.46024659] [ 0.90659719 0.29166736 0.40648763 0.158883 0.35975917] [ 0.68173562 0.34763454 0.48199364 0.32713892 0.39483838] [ 0.53655112 0.37993061 0.48824843 0.68310008 0.39619069] [ 0.13683837 0.71595212 0.38019551 0.80924565 0.63831899] [ 0.75505681 0.4860537 0.482029 0.41976299 0.37683203] [ 0.40137262 0.58792245 0.4404388 0.69638689 0.36922635] Progress: 36.6% ... Training loss: 0.549 ... Validation loss: 0.928[ 0.23858899 0.62841494 0.38358284 0.72676579 0.49497116] [ 0.65454932 0.53935159 0.47327015 0.45640893 0.4148276 ] [ 0.62735923 0.44075273 0.41552314 0.40343405 0.35870768] [ 0.47868335 0.55013952 0.54672799 0.51213963 0.45641717] [ 0.21291444 0.60249771 0.44941432 0.82886201 0.41472328] [ 0.75704126 0.36449361 0.5716159 0.24948333 0.47426166] [ 0.5333783 0.41212387 0.64041021 0.58184569 0.32023768] [ 0.66092757 0.37330617 0.45503877 0.64584036 0.31581363] [ 0.55261727 0.55590465 0.45574289 0.52761208 0.40533317] [ 0.59492173 0.46439732 0.50158185 0.66607093 0.43116428] [ 0.74523529 0.36539913 0.6185907 0.22747085 0.459355 ] [ 0.62965124 0.49595058 0.40598905 0.5164764 0.47363433] [ 0.20692406 0.56015571 0.42840029 0.69558276 0.51253958] [ 0.58219579 0.42974103 0.59248156 0.27999611 0.50313916] [ 0.49307054 0.497308 0.52558307 0.50307754 0.60252026] [ 0.5656144 0.36132578 0.48706357 0.41343823 0.4040824 ] [ 0.54103874 0.47818827 0.56536307 0.31338504 0.41977159] [ 0.52361589 0.58892752 0.50334051 0.41953484 0.52483759] [ 0.83090623 0.40861075 0.58241748 0.24987604 0.38371822] [ 0.39280545 0.40436069 0.54105697 0.72932589 0.4398368 ] [ 0.83731808 0.41603079 0.62543668 0.17583806 0.29571782] [ 0.33294506 0.58045027 0.39011622 0.70318347 0.48250402] [ 0.7024046 0.40325205 0.38320491 0.34523119 0.44927734] [ 0.62598783 0.5621956 0.43389126 0.55254081 0.36462556] [ 0.86483488 0.37136151 0.47172887 0.26007276 0.38719322] [ 0.25253933 0.5828838 0.37560729 0.7544268 0.4481768 ] [ 0.41761468 0.40517901 0.60316435 0.67515991 0.61893092] [ 0.32928212 0.50830171 0.44544119 0.62522763 0.50346345] [ 0.68490373 0.43775692 0.52646416 0.31628117 0.48012638] [ 0.53479466 0.44864122 0.58205122 0.72511603 0.42022827] [ 0.34218475 0.5150397 0.47060839 0.75011072 0.588599 ] [ 0.76744984 0.45473299 0.41218308 0.28917034 0.40657246] [ 0.74346035 0.66527249 0.46582249 0.57743093 0.48544859] [ 0.53333383 0.69399411 0.23962878 0.66952673 0.44320058] [ 0.80453822 0.32947064 0.51055945 0.25943836 0.32247352] [ 0.65455169 0.3836229 0.51264242 0.72854993 0.44620061] [ 0.7187704 0.37762198 0.39664083 0.48396646 0.42547642] [ 0.52723297 0.52216755 0.44444047 0.43750104 0.360812 ] [ 0.3143227 0.59050423 0.39051234 0.57845374 0.49603575] [ 0.55802983 0.42739163 0.58412969 0.63487863 0.3663547 ] [ 0.49666798 0.45602846 0.42338749 0.55475549 0.61735768] [ 0.65528864 0.40949338 0.55085185 0.27372726 0.43435968] [ 0.84839613 0.44629724 0.46224533 0.24735123 0.35814561] [ 0.8133526 0.40440554 0.58342867 0.21863784 0.43195207] [ 0.72448315 0.39833456 0.645097 0.34179802 0.40384158] [ 0.74521709 0.46131623 0.59469684 0.40430526 0.42179418] [ 0.47094278 0.44991979 0.51898785 0.74842097 0.37112153] [ 0.57107321 0.59289429 0.53054473 0.39388007 0.52972286] [ 0.44035849 0.50464855 0.53515339 0.49462498 0.53855724] [ 0.55808916 0.37350106 0.61509414 0.49955944 0.39084285] [ 0.76493773 0.36349717 0.52572162 0.23298243 0.3406434 ] [ 0.71045624 0.56646115 0.49000375 0.52957542 0.47981741] [ 0.65346511 0.52912465 0.48086805 0.36184072 0.44484652] [ 0.22807831 0.58286093 0.48549758 0.78554319 0.54176619] [ 0.46552292 0.41548733 0.39472472 0.62229703 0.59719025] [ 0.36940873 0.46144285 0.51498089 0.80175259 0.4265061 ] [ 0.66613259 0.39884934 0.4579779 0.39128461 0.46088706] [ 0.85469936 0.503164 0.5049782 0.30199666 0.41521404] [ 0.70204451 0.32638399 0.66466998 0.39336604 0.31699081] [ 0.5830034 0.61048659 0.42717933 0.50177732 0.45065 ] [ 0.4184311 0.49036845 0.6998057 0.70700479 0.54038035] [ 0.13433703 0.66454205 0.38487762 0.87490575 0.4902769 ] [ 0.55331726 0.60046143 0.6273571 0.43333803 0.54875768] [ 0.31640658 0.64230268 0.38595905 0.64074428 0.55092761] [ 0.54557717 0.46706979 0.57977243 0.38928363 0.54921928] [ 0.45634902 0.54259622 0.47107314 0.27692877 0.48780803] [ 0.74705285 0.57300578 0.35891973 0.69134053 0.43940727] [ 0.19992102 0.51777778 0.39325992 0.86093843 0.46082579] [ 0.63249454 0.43991344 0.63375731 0.67822591 0.36868457] [ 0.18637868 0.61095514 0.46652146 0.70330173 0.48181178] [ 0.65017169 0.35456588 0.44723795 0.33741436 0.38841992] [ 0.19027799 0.57375609 0.54384315 0.72567099 0.59907852] [ 0.55075657 0.54696379 0.47878061 0.58524529 0.36375195] [ 0.66211545 0.42127024 0.54717096 0.30322949 0.54091353] [ 0.26305483 0.56174664 0.55474034 0.82365068 0.50200241] [ 0.3168515 0.52907368 0.53900326 0.58499573 0.49600073] [ 0.34121774 0.52499364 0.52591123 0.55464174 0.66043441] [ 0.42098942 0.54811134 0.33088671 0.63440289 0.4765667 ] [ 0.75813077 0.30434633 0.67508974 0.25375982 0.40234803] [ 0.71960202 0.48444208 0.43034132 0.37277809 0.42810582] [ 0.63969089 0.45882362 0.5223882 0.66436251 0.26294812] [ 0.67833615 0.53777642 0.42570565 0.53928759 0.39192087] [ 0.83311283 0.35584177 0.60015703 0.1883215 0.35276241] [ 0.1633243 0.64032255 0.43379169 0.88427203 0.37556477] [ 0.3804031 0.48120132 0.58808456 0.59510699 0.58399175] [ 0.58942049 0.61155813 0.51407582 0.41450671 0.66109918] [ 0.53496236 0.53273887 0.45863505 0.70882766 0.35173735] [ 0.57999118 0.45622545 0.5475031 0.4759923 0.44660921] [ 0.53341315 0.59088189 0.31758902 0.44765965 0.32687787] [ 0.62839425 0.55715875 0.43258639 0.26197549 0.45499876] [ 0.12445618 0.42956999 0.48161899 0.89260223 0.62858095] [ 0.79969613 0.42737138 0.53661769 0.36727531 0.3508498 ] [ 0.68530899 0.57061224 0.65113836 0.50522425 0.44726573] [ 0.35818884 0.50294073 0.55545267 0.81251378 0.47044376] [ 0.48968821 0.41473084 0.59025059 0.46634182 0.5394179 ] [ 0.54133555 0.56331951 0.45287608 0.59844297 0.45192151] [ 0.35434006 0.5777986 0.36494241 0.6072783 0.37323395] [ 0.37094969 0.66704208 0.49397597 0.62384912 0.48957821] [ 0.51186031 0.65342976 0.31716405 0.79998433 0.57016015] [ 0.64100743 0.44112023 0.42881714 0.51990401 0.56863905] [ 0.41023606 0.66251636 0.42232357 0.56478466 0.57824285] [ 0.24539799 0.56602978 0.46902696 0.70389505 0.54648657] [ 0.54704438 0.48448585 0.43582865 0.52953003 0.41768621] [ 0.25869199 0.72353225 0.43623023 0.82628017 0.51114479] [ 0.13663786 0.54465332 0.40782577 0.91926464 0.49560051] [ 0.29251 0.55556803 0.49675521 0.53576094 0.5307502 ] [ 0.63567686 0.54839158 0.47599401 0.35374407 0.52042566] [ 0.38423567 0.53331416 0.63659765 0.66117363 0.51967112] [ 0.50610556 0.50043588 0.54169578 0.47229698 0.45743732] [ 0.71581766 0.44843358 0.53665178 0.27218418 0.47715116] [ 0.55422547 0.58560075 0.4881362 0.62009903 0.40864663] [ 0.69698756 0.49134201 0.57653734 0.45747901 0.43000024] [ 0.37200196 0.48870887 0.5374673 0.76195879 0.52554672] [ 0.60868672 0.44135207 0.46394209 0.38242939 0.36679336] [ 0.63805591 0.51401315 0.42659376 0.48149524 0.54528087] [ 0.62324881 0.44840868 0.49816111 0.64842695 0.34036606] [ 0.73819397 0.37076834 0.51208155 0.27787727 0.4352662 ] [ 0.79192328 0.5725137 0.24133016 0.51546475 0.22622769] [ 0.53507018 0.44411827 0.46233625 0.74239566 0.38248584] [ 0.5609299 0.44724704 0.50047613 0.27110835 0.41184603] [ 0.60070416 0.46279213 0.52276118 0.42322739 0.50409835] [ 0.68117297 0.41334994 0.67717896 0.33398206 0.48774013] [ 0.83247209 0.48353746 0.49964901 0.28001653 0.33927733] [ 0.69403987 0.47009417 0.63610003 0.6589556 0.35635441] [ 0.38752986 0.66759286 0.40285826 0.57947035 0.44126796] [ 0.85941967 0.3865924 0.5968356 0.14947057 0.36864026] [ 0.60124365 0.57353591 0.49311111 0.57846696 0.33246992] [ 0.5411586 0.47219357 0.47670457 0.43018565 0.4136033 ] Progress: 36.7% ... Training loss: 0.549 ... Validation loss: 0.930[ 0.58058228 0.45596848 0.54762051 0.47569331 0.44651516] [ 0.77039146 0.48884648 0.42216976 0.259614 0.29417128] [ 0.55830066 0.41914629 0.57850152 0.30176475 0.61316803] [ 0.89962884 0.26100147 0.60671134 0.11541422 0.3381379 ] [ 0.69619661 0.403853 0.51136984 0.20412432 0.4196369 ] [ 0.17267933 0.62298466 0.3730537 0.88416781 0.57878939] [ 0.81902427 0.4434705 0.60204678 0.32307996 0.36353547] [ 0.22538948 0.48556147 0.32894046 0.87676945 0.44448349] [ 0.12286027 0.59054777 0.55530605 0.88594237 0.5795188 ] [ 0.60089554 0.51695579 0.45469122 0.54196218 0.49105264] [ 0.57674314 0.58343747 0.57140506 0.57259398 0.36402548] [ 0.34934529 0.52206064 0.57944797 0.81344915 0.48526486] [ 0.27367667 0.59370093 0.45240059 0.80315595 0.37658207] [ 0.46138337 0.3890361 0.56852632 0.43538684 0.55861289] [ 0.49595923 0.53533974 0.49766949 0.42874907 0.42658223] [ 0.31110782 0.4992039 0.45373509 0.77392484 0.45356446] [ 0.20582826 0.65874832 0.41039786 0.86592529 0.54513369] [ 0.69633247 0.38135246 0.66406905 0.23204782 0.47882623] [ 0.60732666 0.5147496 0.48891906 0.46382845 0.3937889 ] [ 0.82808762 0.42633117 0.54689174 0.2090695 0.50664716] [ 0.54075638 0.41435625 0.40274943 0.50378292 0.61860787] [ 0.47273119 0.61480879 0.25285301 0.72118152 0.50958306] [ 0.24047813 0.57735224 0.43742641 0.50157421 0.55579517] [ 0.60221415 0.57327713 0.49321995 0.57795997 0.332396 ] [ 0.10607878 0.67250523 0.40557757 0.82873681 0.50799204] [ 0.33912095 0.64086654 0.43113776 0.70465438 0.50410686] [ 0.55790884 0.35892595 0.49333417 0.63297182 0.50529102] [ 0.20331509 0.64675796 0.50562362 0.73712525 0.54533657] [ 0.50726818 0.36259709 0.52781707 0.45237945 0.51080034] [ 0.56073183 0.67664997 0.47605508 0.5909656 0.37204943] [ 0.14207055 0.62362785 0.35940421 0.89408141 0.51903432] [ 0.73643098 0.50862278 0.5345042 0.31997802 0.50306807] [ 0.70025067 0.53267291 0.45474211 0.25114264 0.36425311] [ 0.65701702 0.53050286 0.40284104 0.51731792 0.30853994] [ 0.19889776 0.62578329 0.34345314 0.82038548 0.49894413] [ 0.90938292 0.25772735 0.57497127 0.08515086 0.38464151] [ 0.60386464 0.56302695 0.65001672 0.49281804 0.51076094] [ 0.57123872 0.55447162 0.68950212 0.48653581 0.49137894] [ 0.3372228 0.58554085 0.36482765 0.70640457 0.41038848] [ 0.67616111 0.47235393 0.55902765 0.36521333 0.43183844] [ 0.49196241 0.48768561 0.45160473 0.43836926 0.51417959] [ 0.72281136 0.50073593 0.5396742 0.3799264 0.41885172] [ 0.29682993 0.63798122 0.32042699 0.81393872 0.5041943 ] [ 0.19834883 0.66628156 0.46881479 0.75640489 0.60873273] [ 0.53359444 0.41795927 0.49780067 0.66296213 0.37003838] [ 0.25290318 0.61456169 0.53870762 0.82838487 0.56329656] [ 0.2248115 0.64595868 0.54708053 0.85619361 0.67289568] [ 0.38039237 0.54035515 0.39578629 0.60774928 0.4997113 ] [ 0.22545468 0.60580298 0.49839068 0.77245872 0.49887827] [ 0.31970735 0.59382648 0.34546335 0.52501794 0.46226292] [ 0.28035653 0.55451628 0.4073317 0.77577716 0.52552723] [ 0.74339013 0.34014542 0.59691134 0.27139781 0.36499957] [ 0.55497364 0.45474396 0.56831558 0.37282954 0.49322622] [ 0.85569799 0.35747325 0.61007539 0.20217261 0.39117919] [ 0.39473068 0.56645112 0.37389595 0.76004857 0.36850283] [ 0.2794616 0.55261017 0.44873897 0.82390143 0.50282727] [ 0.69583139 0.45912253 0.4052097 0.29434922 0.40150428] [ 0.71329036 0.53767898 0.57997495 0.38853473 0.45355114] [ 0.62453836 0.49593666 0.54422971 0.57960018 0.37351415] [ 0.26520844 0.63638493 0.35609742 0.44485729 0.58648937] [ 0.27866332 0.67961437 0.41970947 0.63763178 0.48729797] [ 0.19413769 0.70290824 0.48336063 0.82245127 0.54594919] [ 0.70748939 0.58285204 0.382639 0.5566203 0.50089801] [ 0.38700471 0.54389911 0.49162553 0.67215216 0.32325398] [ 0.52877709 0.63199672 0.48679619 0.54992553 0.58819697] [ 0.57362623 0.51275279 0.42170931 0.60400184 0.35020454] [ 0.50434984 0.44141779 0.53250281 0.52705342 0.44434406] [ 0.84863582 0.42007362 0.47826623 0.27977222 0.38559159] [ 0.54571924 0.48568047 0.60536849 0.37648406 0.41016823] [ 0.62148233 0.43331767 0.37528203 0.47876378 0.63034257] [ 0.89438098 0.38059778 0.53061078 0.15895324 0.34916191] [ 0.38783621 0.47198859 0.66866266 0.64957648 0.55802963] [ 0.70126386 0.58797569 0.50919097 0.42060468 0.49194188] [ 0.612224 0.54726986 0.35614447 0.42148303 0.43302317] [ 0.57833502 0.3622691 0.60196527 0.64658045 0.47369834] [ 0.53411266 0.45723861 0.46098189 0.60393569 0.35504047] [ 0.73445672 0.41455575 0.64082515 0.25483045 0.43989242] [ 0.32728136 0.6945541 0.5321437 0.71009497 0.53289231] [ 0.74954718 0.51147616 0.38242713 0.41016108 0.44398162] [ 0.37307562 0.52307495 0.49939754 0.48994786 0.52192912] [ 0.48114016 0.45654549 0.34797497 0.60894442 0.48529063] [ 0.66090362 0.55329143 0.59822938 0.51654155 0.42557788] [ 0.81994541 0.40917417 0.53100178 0.38642695 0.39140875] [ 0.28818105 0.56021147 0.58067476 0.74026768 0.57411337] [ 0.7621895 0.43691797 0.59663418 0.14750203 0.4860778 ] [ 0.72079433 0.3768299 0.60072511 0.37722398 0.39282374] [ 0.64452283 0.56899577 0.48992721 0.59227858 0.4836926 ] [ 0.71917177 0.37746547 0.39669694 0.48364499 0.42541004] [ 0.61783531 0.40013855 0.41280632 0.31555314 0.5795759 ] [ 0.48484605 0.6164178 0.41314618 0.53467376 0.4246696 ] [ 0.68239809 0.53879162 0.47556321 0.28212531 0.31603417] [ 0.53629766 0.39935628 0.61720541 0.41170184 0.49667011] [ 0.59429587 0.51420559 0.45996381 0.72002479 0.34024136] [ 0.79294517 0.48526693 0.61821927 0.39604691 0.32602176] [ 0.64954068 0.52607946 0.53441713 0.40280556 0.44756103] [ 0.79694573 0.41372061 0.58178735 0.24609362 0.44381976] [ 0.62512775 0.44366449 0.67052991 0.58090854 0.47396585] [ 0.53981243 0.49421292 0.36866033 0.45257793 0.38686898] [ 0.4789548 0.50990899 0.43866273 0.5934854 0.60755672] [ 0.69232779 0.52556734 0.48830761 0.47649664 0.36554048] [ 0.14924739 0.47841263 0.41386423 0.87958509 0.58890057] [ 0.88978276 0.29406591 0.6673973 0.17635502 0.39843516] [ 0.58112757 0.49158654 0.60696913 0.39389694 0.36129868] [ 0.80844706 0.42975419 0.34482118 0.2129387 0.30873489] [ 0.4238961 0.53344239 0.43585234 0.65595666 0.46177877] [ 0.84290601 0.33910164 0.59933516 0.24869344 0.38273651] [ 0.68763875 0.52004838 0.54269796 0.40333164 0.47094352] [ 0.60479183 0.43095042 0.59648343 0.43475043 0.50158116] [ 0.50330068 0.56141343 0.41322549 0.4113011 0.46017263] [ 0.52030313 0.52392879 0.3932257 0.41509858 0.47332266] [ 0.72557746 0.36388366 0.62075567 0.33118589 0.46151012] [ 0.50974207 0.62477397 0.45497811 0.5043141 0.64861267] [ 0.74054637 0.52707871 0.50869942 0.53003702 0.39585951] [ 0.48682882 0.51325435 0.43230353 0.74792011 0.59979991] [ 0.87788337 0.30572505 0.58517313 0.18355945 0.42923105] [ 0.37330631 0.51267122 0.52673436 0.63544774 0.43560323] [ 0.54657555 0.41278199 0.63901823 0.45941395 0.44118996] [ 0.23714302 0.52555379 0.51588566 0.65252404 0.59119399] [ 0.53243385 0.59720173 0.26387002 0.66769787 0.44292656] [ 0.57314742 0.36886522 0.58087774 0.63312151 0.46052448] [ 0.55830066 0.41914629 0.57850152 0.30176475 0.61316803] [ 0.69238675 0.48264761 0.56304781 0.34889931 0.52367587] [ 0.18485442 0.51891558 0.50900995 0.774691 0.58549343] [ 0.43421968 0.54997462 0.40400596 0.46534122 0.59526877] [ 0.72046951 0.52142947 0.53042822 0.42854017 0.42233684] [ 0.34232734 0.6604373 0.49091818 0.61865373 0.43865026] [ 0.49055615 0.47302773 0.48146691 0.74120832 0.37478716] [ 0.41455808 0.55030855 0.56405223 0.40888751 0.59522378] Progress: 36.8% ... Training loss: 0.549 ... Validation loss: 0.930[ 0.6525524 0.37446392 0.49321031 0.18359905 0.33296549] [ 0.84377669 0.41184075 0.43204725 0.23842754 0.39599343] [ 0.83014224 0.32894232 0.41896013 0.24806478 0.4346409 ] [ 0.38771493 0.46108178 0.47159581 0.70521925 0.41863564] [ 0.49265859 0.4470636 0.63783926 0.45795566 0.50103154] [ 0.70569442 0.4794013 0.55131442 0.33405573 0.414777 ] [ 0.37945764 0.52546488 0.42502435 0.8065976 0.3889357 ] [ 0.76589007 0.40315837 0.41400509 0.14774304 0.27505074] [ 0.75761523 0.36415094 0.57176518 0.24918744 0.47412497] [ 0.43944174 0.53779558 0.52684791 0.76974438 0.47765067] [ 0.80470869 0.57162139 0.39809532 0.29427116 0.26260868] [ 0.51313348 0.57782115 0.44705759 0.43400584 0.42868777] [ 0.87053046 0.31537136 0.60888187 0.14869928 0.40729873] [ 0.8499216 0.37818063 0.48473017 0.22632936 0.28676074] [ 0.34344616 0.66077803 0.46010049 0.6674245 0.33049338] [ 0.69449861 0.47156422 0.38343923 0.71262716 0.41610107] [ 0.85449818 0.31235821 0.58863396 0.30903865 0.33541169] [ 0.34441091 0.72193439 0.33031615 0.78592091 0.39909435] [ 0.62734881 0.48048832 0.44117622 0.65013749 0.31165842] [ 0.89388668 0.3896161 0.57640438 0.19403078 0.2919694 ] [ 0.49253164 0.64576067 0.43899458 0.53943933 0.45632545] [ 0.62176993 0.35528846 0.63656498 0.26604766 0.5874562 ] [ 0.69941491 0.5767396 0.57710403 0.51808835 0.41703656] [ 0.51073211 0.52474168 0.59087177 0.57691509 0.49379503] [ 0.33462374 0.65001417 0.4599016 0.7236033 0.54270713] [ 0.36050547 0.60362314 0.32375181 0.78179045 0.3471716 ] [ 0.70096302 0.55783764 0.39429491 0.43824106 0.53484802] [ 0.55265981 0.52355084 0.35817873 0.39021066 0.37361222] [ 0.49036896 0.70097393 0.2940006 0.62298237 0.41864494] [ 0.79981327 0.39289501 0.55203323 0.23872447 0.44741756] [ 0.55376423 0.6343325 0.31157908 0.68846628 0.40212944] [ 0.49568051 0.67358741 0.45387237 0.56905523 0.42319555] [ 0.80053469 0.54809256 0.39352814 0.46184664 0.47419416] [ 0.60623218 0.51178776 0.56681382 0.50819325 0.46646785] [ 0.53797083 0.40882235 0.66130081 0.54457876 0.44898276] [ 0.43882743 0.64006949 0.33987293 0.68312998 0.49021266] [ 0.58973859 0.42675185 0.5243189 0.31107788 0.52194795] [ 0.84291032 0.50454472 0.54633795 0.25652488 0.36673472] [ 0.36556565 0.61625794 0.43564521 0.62375569 0.44712584] [ 0.47168986 0.53167713 0.36311416 0.7549781 0.30873729] [ 0.4515425 0.54171376 0.42392531 0.53956062 0.43913671] [ 0.61541487 0.57889457 0.36801592 0.412766 0.44893027] [ 0.46530575 0.52931365 0.50955234 0.57530793 0.54135321] [ 0.64204975 0.25557996 0.44980528 0.3069283 0.47269626] [ 0.85455734 0.35371455 0.57623531 0.23573021 0.34858428] [ 0.75848004 0.42614662 0.47880086 0.29096319 0.43607804] [ 0.55070095 0.40277386 0.60611882 0.58842354 0.45086053] [ 0.80648933 0.24088293 0.58460516 0.2465955 0.41521435] [ 0.6304497 0.61112492 0.42942838 0.5153647 0.39638742] [ 0.64516567 0.39532103 0.59628863 0.30287776 0.573233 ] [ 0.6303889 0.41046735 0.51398091 0.40594449 0.51046605] [ 0.40176425 0.42186762 0.55869943 0.61034274 0.60319261] [ 0.60368369 0.63730982 0.48801733 0.71543443 0.44232792] [ 0.37173137 0.5265534 0.35196599 0.60023105 0.36149047] [ 0.71777127 0.4086482 0.57948813 0.65340279 0.40891463] [ 0.77908856 0.54148503 0.37799671 0.31442435 0.31652542] [ 0.5150673 0.60260547 0.30507098 0.51357619 0.46794775] [ 0.23474026 0.46203076 0.41601647 0.78212296 0.45121131] [ 0.56924262 0.52362893 0.35050858 0.51264377 0.42241539] [ 0.58886998 0.52267159 0.50022211 0.42260276 0.31431739] [ 0.87033668 0.50595736 0.53143764 0.34449415 0.37001155] [ 0.44527141 0.58951257 0.31676063 0.72213064 0.54706231] [ 0.3017467 0.55326948 0.5458841 0.8740996 0.59025595] [ 0.84111661 0.43385268 0.4506649 0.33367784 0.356147 ] [ 0.76393112 0.41333874 0.40138005 0.21913189 0.27008687] [ 0.68075617 0.50555969 0.45669203 0.33455345 0.39307532] [ 0.38316647 0.46889596 0.52621682 0.49044422 0.54543103] [ 0.50950689 0.37459246 0.48781426 0.64370362 0.48534168] [ 0.33163074 0.65379601 0.43471864 0.86645983 0.49635392] [ 0.61412377 0.57036909 0.43050438 0.52092554 0.46584317] [ 0.73010186 0.42550005 0.52994182 0.3501835 0.47181388] [ 0.75310669 0.27529423 0.52006702 0.31808451 0.43603471] [ 0.79653972 0.42765221 0.54124747 0.26685284 0.38133237] [ 0.53817143 0.53550499 0.40096809 0.42072918 0.49387952] [ 0.81854343 0.26405705 0.3834557 0.19032939 0.2778551 ] [ 0.53209812 0.51080593 0.35720714 0.56229645 0.46739003] [ 0.56677861 0.47903851 0.46456127 0.4423796 0.4436978 ] [ 0.34929619 0.581924 0.41705845 0.60926399 0.50890381] [ 0.54576138 0.56033505 0.46855854 0.75169306 0.3578567 ] [ 0.33883889 0.50386107 0.47768831 0.57816635 0.58656708] [ 0.39984363 0.52677745 0.5725236 0.75963085 0.47458367] [ 0.44669843 0.58459231 0.65917438 0.42856856 0.58462108] [ 0.44853334 0.70353666 0.46851603 0.68924569 0.40919895] [ 0.52721692 0.50340221 0.55192245 0.61208645 0.55277379] [ 0.56425297 0.44499851 0.31711239 0.6569022 0.45606194] [ 0.55338481 0.56949584 0.69905005 0.60884116 0.46195659] [ 0.33364188 0.68099683 0.42984054 0.72757274 0.54137669] [ 0.20504926 0.60788818 0.47600988 0.83506651 0.51513394] [ 0.61366984 0.45247396 0.53215337 0.36682981 0.47419991] [ 0.4575709 0.5650726 0.57152464 0.63905251 0.51732935] [ 0.71553392 0.51446774 0.5431848 0.40109944 0.41405057] [ 0.54572718 0.39944597 0.40118515 0.49007603 0.51511633] [ 0.34855805 0.63011626 0.4979461 0.68160172 0.44497357] [ 0.48531663 0.52619423 0.55880613 0.5713752 0.498837 ] [ 0.566969 0.4806121 0.57601386 0.47636735 0.47735371] [ 0.72062464 0.45258806 0.57450107 0.53100774 0.43546459] [ 0.63109137 0.39094735 0.43035052 0.65483897 0.29674836] [ 0.8800805 0.32514482 0.53834823 0.24272038 0.42252122] [ 0.5797158 0.5625163 0.46956446 0.59651005 0.34652509] [ 0.68574373 0.43491818 0.6211942 0.3750423 0.4761078 ] [ 0.75598861 0.48565546 0.48218148 0.41900097 0.37672375] [ 0.49416693 0.53558796 0.46599048 0.66686897 0.43838706] [ 0.64755839 0.46216007 0.54459164 0.39728071 0.52854178] [ 0.23378322 0.71660665 0.38515433 0.78337915 0.52558088] [ 0.56998592 0.37147573 0.56824443 0.45180332 0.51016897] [ 0.46028597 0.40815538 0.51463972 0.52918241 0.32551116] [ 0.60965631 0.59160031 0.42548731 0.52726302 0.35010432] [ 0.42507057 0.64581782 0.4746464 0.48121993 0.46325272] [ 0.18185331 0.60088372 0.39966881 0.77697077 0.61476772] [ 0.51963429 0.40978535 0.61964882 0.67194753 0.33844387] [ 0.69923823 0.47575279 0.48116322 0.4246361 0.45364092] [ 0.51490614 0.38683799 0.56193614 0.69246235 0.54560336] [ 0.32846574 0.66000367 0.35825698 0.65282022 0.58969529] [ 0.65206122 0.42847854 0.42623311 0.56136668 0.4782067 ] [ 0.3132549 0.49630032 0.41244711 0.88737448 0.62795817] [ 0.68556217 0.35038157 0.71946861 0.2319445 0.55477151] [ 0.46753164 0.51140566 0.51888107 0.50760228 0.61539817] [ 0.62095854 0.40274992 0.6164144 0.23764743 0.53554727] [ 0.57844202 0.4372606 0.50544292 0.57639738 0.6262789 ] [ 0.49284037 0.55093148 0.42467658 0.46885049 0.35097942] [ 0.47273875 0.4594915 0.433211 0.67789626 0.35590896] [ 0.49195532 0.63200121 0.4760073 0.73440292 0.32297249] [ 0.33062581 0.66518926 0.43434091 0.68717065 0.45012368] [ 0.4211266 0.52754133 0.46259319 0.61138385 0.46362662] [ 0.59150033 0.48205078 0.54653669 0.45366479 0.45879022] [ 0.3745367 0.51107203 0.38870811 0.6770668 0.59414139] [ 0.55967145 0.46769369 0.57464356 0.51621364 0.59609246] [ 0.82400476 0.35243294 0.49994617 0.22018035 0.31050047] Progress: 36.8% ... Training loss: 0.549 ... Validation loss: 0.934[ 0.73441583 0.57923087 0.40024445 0.48620398 0.42784941] [ 0.09879257 0.53085674 0.44916248 0.850405 0.59070749] [ 0.8182829 0.48568481 0.60153623 0.19719351 0.44924596] [ 0.16923647 0.48380334 0.41304695 0.87680554 0.51541852] [ 0.22309146 0.58325972 0.39123733 0.68258366 0.58415483] [ 0.36280955 0.51310452 0.35374619 0.51761956 0.37313334] [ 0.2151297 0.66762548 0.32384955 0.9385429 0.51982709] [ 0.75624501 0.3546287 0.44557845 0.27519146 0.3586658 ] [ 0.26114213 0.63428516 0.32856627 0.76357862 0.41739775] [ 0.71820946 0.37170932 0.59194191 0.3075178 0.36734578] [ 0.4522087 0.45505186 0.57887182 0.70060588 0.40875039] [ 0.25842118 0.49175976 0.31753139 0.71633969 0.44714328] [ 0.73973043 0.48377072 0.57509999 0.35385294 0.48335223] [ 0.21558677 0.61578433 0.45018137 0.83689288 0.53601876] [ 0.60695088 0.5114825 0.56694056 0.50779284 0.46636672] [ 0.70156851 0.53643567 0.62589635 0.50456883 0.37253699] [ 0.31093558 0.48388374 0.43479428 0.69923663 0.58948386] [ 0.65468838 0.62080326 0.37413015 0.55548388 0.46489156] [ 0.44035047 0.64373072 0.45876083 0.62726542 0.38181009] [ 0.63097648 0.38781106 0.74266093 0.56974743 0.37981765] [ 0.53060526 0.5897058 0.43715478 0.41082579 0.28654031] [ 0.54729364 0.51365998 0.42257543 0.37073181 0.39527596] [ 0.51767935 0.42088685 0.38328245 0.59535492 0.48582425] [ 0.24690644 0.52888717 0.4308029 0.64327946 0.63347229] [ 0.84408309 0.39083226 0.52135876 0.20324136 0.33646153] [ 0.79102848 0.46153267 0.59504212 0.32651622 0.45444703] [ 0.73903307 0.36893739 0.64597032 0.43680846 0.38441016] [ 0.41528733 0.57981664 0.38660247 0.87409402 0.41967315] [ 0.38075773 0.54026641 0.39581632 0.60751187 0.49969435] [ 0.59818622 0.40706957 0.45696261 0.15950538 0.3303631 ] [ 0.52187637 0.45601716 0.51822123 0.5968957 0.46145869] [ 0.90323724 0.27726804 0.58995924 0.12122714 0.35508725] [ 0.82683954 0.48291008 0.44889824 0.5244701 0.37182472] [ 0.6175903 0.50038866 0.37250166 0.46350561 0.32919891] [ 0.59136806 0.54690967 0.43772663 0.59097212 0.42119165] [ 0.64013668 0.46167597 0.50715145 0.73345751 0.35487019] [ 0.63116111 0.58184472 0.47566009 0.44071804 0.35980965] [ 0.53594066 0.43325231 0.46802838 0.49571292 0.28127566] [ 0.53964867 0.50438244 0.3949377 0.48800538 0.39131098] [ 0.47240145 0.39034874 0.45217136 0.63177344 0.60349598] [ 0.48999061 0.45215755 0.43871246 0.41627907 0.48366943] [ 0.69524971 0.38525886 0.56542976 0.3001457 0.39016956] [ 0.5982134 0.40223663 0.43145046 0.43125564 0.4375477 ] [ 0.43737568 0.62020309 0.34166489 0.64583353 0.51020253] [ 0.69751267 0.45317185 0.60509618 0.40548255 0.42203264] [ 0.84696763 0.40741745 0.59310186 0.15412206 0.38828694] [ 0.67608067 0.41902389 0.41094663 0.35547747 0.54203716] [ 0.0930227 0.67536392 0.30988813 0.87785565 0.54370069] [ 0.32116439 0.52718921 0.50229753 0.85129952 0.58066731] [ 0.42068587 0.61591584 0.51561444 0.67361515 0.45841835] [ 0.28985397 0.51182898 0.60488445 0.73717886 0.50145533] [ 0.6205983 0.59196433 0.36215631 0.55284679 0.37362015] [ 0.21092076 0.73096417 0.42352998 0.80863219 0.43325481] [ 0.71649903 0.53131441 0.25272583 0.3903369 0.30473111] [ 0.32584113 0.54379451 0.44469718 0.81869999 0.50537584] [ 0.64361366 0.46676769 0.47995428 0.44189609 0.54713987] [ 0.66683672 0.39741657 0.51566874 0.23152457 0.40796436] [ 0.80149469 0.54051049 0.31560241 0.47591646 0.31317594] [ 0.81852024 0.34659026 0.58939656 0.34190698 0.38575854] [ 0.84449679 0.56990178 0.50110471 0.29478933 0.37846081] [ 0.58941793 0.60887226 0.45909053 0.6619609 0.38990786] [ 0.58193854 0.49000011 0.42505039 0.63974492 0.48561334] [ 0.59626772 0.55012882 0.50401385 0.61382375 0.42333934] [ 0.71311477 0.48864677 0.56263987 0.27851908 0.56397626] [ 0.40079728 0.50787744 0.44862726 0.53442875 0.6075959 ] [ 0.14128911 0.74894287 0.39173301 0.86651305 0.63056019] [ 0.66795697 0.30413721 0.53485145 0.50651141 0.40451457] [ 0.47733839 0.5552053 0.44294895 0.54563113 0.45759343] [ 0.74937711 0.46618893 0.53337753 0.50203406 0.35290544] [ 0.533904 0.43563256 0.53499463 0.6534203 0.52249279] [ 0.34889879 0.53097372 0.46060202 0.77902218 0.39099317] [ 0.3780611 0.47926163 0.60231303 0.59381914 0.44557048] [ 0.77801408 0.44329443 0.42984958 0.35984585 0.43670972] [ 0.81519156 0.51528889 0.50805494 0.29378945 0.41274736] [ 0.81446602 0.49899152 0.48423866 0.27864074 0.48780117] [ 0.57181002 0.47766872 0.4780745 0.40248956 0.43808077] [ 0.57975082 0.45545343 0.41042957 0.61420402 0.32416437] [ 0.70855395 0.58309353 0.40603751 0.41724031 0.50115922] [ 0.41927986 0.56521399 0.52908965 0.71952796 0.45423308] [ 0.80021954 0.53272828 0.5848023 0.44859647 0.31908878] [ 0.62760473 0.30284278 0.47559284 0.63846701 0.29377384] [ 0.12917121 0.49987223 0.40304108 0.87979391 0.61929534] [ 0.34130548 0.62546199 0.44868581 0.61938625 0.38921168] [ 0.18305568 0.57389608 0.5041517 0.80712954 0.47258659] [ 0.77174388 0.5644663 0.43370797 0.4100949 0.42398446] [ 0.21640211 0.58841934 0.36175946 0.72639236 0.52250572] [ 0.24435835 0.65989924 0.41703397 0.76552462 0.45243144] [ 0.86800398 0.38170199 0.50445391 0.10393633 0.33140852] [ 0.22246554 0.51019712 0.50820233 0.71623993 0.47001077] [ 0.62784816 0.5297727 0.52654585 0.46549831 0.46507205] [ 0.2143473 0.68727216 0.4162318 0.75736944 0.49207745] [ 0.71704314 0.50329615 0.49054517 0.31943339 0.45720644] [ 0.51049077 0.62165543 0.47421785 0.55819592 0.5054998 ] [ 0.59982671 0.55039081 0.41380903 0.36751174 0.54680333] [ 0.25252932 0.6456362 0.42384963 0.85470472 0.40050719] [ 0.56289845 0.57114444 0.3112148 0.45607675 0.3138344 ] [ 0.19375364 0.62689987 0.43846912 0.76167378 0.4651081 ] [ 0.46308422 0.6313981 0.4208371 0.61080983 0.58823921] [ 0.30370493 0.54906056 0.49448476 0.60120579 0.47424007] [ 0.37618139 0.54524778 0.52906099 0.58591191 0.60079648] [ 0.27747684 0.52285918 0.54474505 0.83146726 0.52269573] [ 0.27963857 0.67199791 0.38654141 0.83447761 0.54157917] [ 0.46746773 0.40930296 0.45880702 0.71480835 0.36700969] [ 0.21425861 0.54643393 0.52658983 0.81007841 0.39735733] [ 0.44322948 0.55123418 0.52760616 0.53685928 0.54057712] [ 0.57107244 0.5838162 0.38425248 0.52887561 0.42276103] [ 0.87967823 0.31828763 0.64374861 0.12232491 0.37948525] [ 0.73138109 0.46865795 0.6390681 0.48034968 0.38514948] [ 0.59362135 0.48771289 0.64678146 0.73477643 0.42740821] [ 0.59479469 0.42223226 0.57950213 0.37623281 0.45924658] [ 0.52413136 0.50435181 0.51272239 0.65690162 0.51286238] [ 0.50739249 0.45173235 0.53723314 0.67713301 0.33993551] [ 0.38940655 0.71127547 0.39870993 0.7403737 0.47563996] [ 0.58686947 0.48909478 0.39056352 0.58186471 0.33440637] [ 0.62724947 0.65358007 0.47600273 0.51501902 0.39391429] [ 0.48514703 0.63770307 0.39155892 0.54231046 0.60861549] [ 0.40625775 0.5802049 0.49992527 0.48503464 0.63620783] [ 0.86483701 0.46087651 0.52146003 0.5121496 0.309901 ] [ 0.29947732 0.53137518 0.42223292 0.72423797 0.57428632] [ 0.46569551 0.50878264 0.37502781 0.65920084 0.50979521] [ 0.59506441 0.51107732 0.63056273 0.39809761 0.48896229] [ 0.60569531 0.60511629 0.56634849 0.63646629 0.37176634] [ 0.73834048 0.51976003 0.57041404 0.39247218 0.44029663] [ 0.50419203 0.56114531 0.41334108 0.41080519 0.46007222] [ 0.4645161 0.47352086 0.51806957 0.64063378 0.37827301] [ 0.55141898 0.52209308 0.44579556 0.71409598 0.35663599] [ 0.73282039 0.24826849 0.39953653 0.24520931 0.37099071] [ 0.84271396 0.50471461 0.54626517 0.25666626 0.36679747] Progress: 36.9% ... Training loss: 0.548 ... Validation loss: 0.930[ 0.12119959 0.58581278 0.54453051 0.90098064 0.62793084] [ 0.65359635 0.52350051 0.4644679 0.462904 0.42860611] [ 0.43856093 0.58750525 0.35168258 0.74145589 0.49081186] [ 0.79852731 0.44036024 0.51959781 0.31101092 0.42550748] [ 0.48338729 0.51651727 0.55754679 0.71661368 0.35066192] [ 0.44069319 0.55737788 0.57010019 0.70146367 0.50089927] [ 0.38744736 0.62130405 0.58478502 0.82736545 0.60140991] [ 0.79950797 0.41828678 0.60779879 0.23444339 0.44011906] [ 0.77101716 0.50227144 0.57842581 0.47892443 0.37830376] [ 0.80865616 0.45103621 0.50593936 0.49850689 0.39991054] [ 0.58445931 0.45758228 0.5490713 0.50350062 0.38572146] [ 0.34295927 0.49273333 0.51291586 0.74219438 0.39956357] [ 0.45360262 0.6676449 0.33609472 0.61395953 0.51151222] [ 0.11700423 0.61837532 0.55343397 0.87715056 0.57846926] [ 0.15986593 0.62635813 0.45200984 0.80562737 0.59681958] [ 0.48497886 0.58272576 0.29843121 0.66811932 0.53023287] [ 0.37760551 0.62944315 0.3192515 0.64008768 0.47083924] [ 0.47789788 0.53426438 0.51021574 0.7469216 0.47004605] [ 0.4852444 0.46844862 0.5997955 0.6702817 0.40321044] [ 0.42991648 0.46437128 0.58306125 0.6023288 0.58165702] [ 0.63886953 0.46281182 0.51881806 0.23263239 0.32091963] [ 0.53555039 0.62037548 0.49749008 0.52162069 0.49190563] [ 0.25614895 0.61801209 0.39762919 0.89789319 0.44326213] [ 0.597073 0.30281544 0.34400029 0.33028818 0.40641934] [ 0.53282999 0.46182567 0.57593098 0.5074248 0.44278157] [ 0.18355511 0.68801857 0.29341315 0.88519876 0.47571214] [ 0.30829122 0.39924666 0.54654422 0.79342962 0.41893936] [ 0.77319793 0.37489587 0.57711886 0.26977558 0.48282373] [ 0.66465354 0.45477543 0.42837279 0.44130491 0.43571673] [ 0.45583795 0.50958015 0.46022024 0.7040234 0.49003484] [ 0.4940408 0.68738729 0.49020149 0.59500001 0.55323802] [ 0.21778951 0.60846009 0.53820647 0.71407647 0.62940756] [ 0.34968442 0.61986482 0.49327788 0.54508331 0.57682694] [ 0.67007955 0.44865474 0.52117768 0.39013871 0.58038643] [ 0.4287051 0.64009009 0.44455246 0.58618733 0.46650124] [ 0.68012483 0.47427727 0.41124194 0.46377007 0.43460305] [ 0.73756195 0.49879584 0.53240309 0.22598244 0.44606542] [ 0.42547765 0.4128048 0.50316015 0.36703118 0.4237948 ] [ 0.60188479 0.593885 0.36834784 0.42151512 0.36198649] [ 0.64282705 0.44046634 0.42908183 0.51873653 0.56839879] [ 0.63910339 0.60215387 0.41951011 0.49349061 0.59172645] [ 0.11091285 0.60938239 0.39299548 0.91448652 0.55589682] [ 0.84426026 0.45282259 0.52223489 0.26099531 0.42687736] [ 0.47867631 0.65594794 0.31678244 0.50952448 0.40686575] [ 0.38802551 0.6643283 0.26893433 0.78648799 0.53484377] [ 0.76161899 0.41154062 0.55012304 0.35849978 0.32300878] [ 0.49262904 0.64596558 0.43886973 0.53935514 0.4564423 ] [ 0.76720118 0.45959837 0.43230848 0.34935146 0.31336135] [ 0.3482093 0.58154129 0.45414012 0.68184868 0.53186622] [ 0.61998794 0.52392466 0.45352672 0.58168266 0.3945201 ] [ 0.5076493 0.5368311 0.45125585 0.46154508 0.51811628] [ 0.60372171 0.60659247 0.48096618 0.3243031 0.4674152 ] [ 0.5711624 0.51612253 0.46878519 0.54882696 0.30926713] [ 0.53835267 0.54677085 0.34811532 0.46207979 0.44704772] [ 0.65685216 0.61980549 0.374523 0.5539193 0.4645301 ] [ 0.42085173 0.37469542 0.53428046 0.74864649 0.52898852] [ 0.69071388 0.49588265 0.44167489 0.47236709 0.43607815] [ 0.67521547 0.41896603 0.59582032 0.26885566 0.49899088] [ 0.84966305 0.30238119 0.54606229 0.23001718 0.42708016] [ 0.25006139 0.57427956 0.38827673 0.84434269 0.5215397 ] [ 0.3886991 0.62810075 0.34634115 0.74081421 0.52700974] [ 0.51578259 0.62621176 0.48064895 0.54446643 0.4774427 ] [ 0.64743873 0.39996228 0.57202059 0.47660866 0.49996097] [ 0.91421473 0.47044419 0.50024158 0.21200277 0.31321151] [ 0.79954994 0.38370865 0.55489267 0.20961693 0.43709551] [ 0.69507824 0.46992555 0.63614764 0.65830841 0.35633947] [ 0.76504722 0.58077917 0.44249236 0.53995211 0.4979855 ] [ 0.69043504 0.50583494 0.48531085 0.33391085 0.35678263] [ 0.32295652 0.56860497 0.45719165 0.77941646 0.56955818] [ 0.46703595 0.59379938 0.42656021 0.69293034 0.43600095] [ 0.30334051 0.67569688 0.34372056 0.67775421 0.51557784] [ 0.51079824 0.64513869 0.55507208 0.55596274 0.47775911] [ 0.52184714 0.43318867 0.54896285 0.5533093 0.60612983] [ 0.62083665 0.5664233 0.41424063 0.66390506 0.31885996] [ 0.54616861 0.3851244 0.6832801 0.69725803 0.44226032] [ 0.38844754 0.60715087 0.53702966 0.63568291 0.47561497] [ 0.28277224 0.61482763 0.35165443 0.79687329 0.55856463] [ 0.61758149 0.50352746 0.3950526 0.26296597 0.39468132] [ 0.66607714 0.55619728 0.46701113 0.51518099 0.32097521] [ 0.83688347 0.36888299 0.55683184 0.20600161 0.45575298] [ 0.53139906 0.47169647 0.42181112 0.6534913 0.33841833] [ 0.5406561 0.4262753 0.55130754 0.58796314 0.35118862] [ 0.57272477 0.55864402 0.54210099 0.45106577 0.34151719] [ 0.91360298 0.40226885 0.51183255 0.16740126 0.29344844] [ 0.54492504 0.49690438 0.40425211 0.43032349 0.5391649 ] [ 0.67550671 0.44688447 0.37002711 0.50724069 0.31247201] [ 0.57417545 0.46138086 0.55061442 0.56122675 0.46699284] [ 0.70048065 0.54455799 0.42381884 0.5317651 0.36356737] [ 0.35809132 0.65772145 0.33093611 0.58927411 0.38895553] [ 0.45731563 0.51950478 0.49604279 0.37027504 0.47988656] [ 0.84535398 0.34444351 0.57105442 0.13571641 0.38955867] [ 0.23519238 0.52825624 0.41818237 0.80812083 0.65891482] [ 0.28104202 0.64534375 0.36085016 0.68589995 0.43721132] [ 0.4689874 0.49886711 0.44702268 0.62572633 0.45047336] [ 0.42431231 0.54967991 0.47777209 0.48095661 0.59478055] [ 0.85551922 0.36797224 0.47523326 0.24948964 0.31142766] [ 0.84306572 0.44002553 0.50647156 0.21967202 0.24214194] [ 0.31449164 0.61743703 0.42186494 0.81770022 0.43283129] [ 0.33827459 0.5731481 0.54567303 0.69675546 0.43205414] [ 0.69086469 0.41261201 0.63396551 0.48365924 0.43656384] [ 0.72584484 0.4728924 0.47584218 0.16746687 0.48043626] [ 0.38463965 0.54515361 0.43675134 0.67483438 0.40167837] [ 0.50925595 0.49388527 0.51779993 0.44771731 0.3419267 ] [ 0.57784947 0.35928153 0.49123014 0.62987052 0.39446489] [ 0.79764598 0.46476522 0.42220219 0.22332179 0.35009592] [ 0.58328181 0.45030569 0.47930001 0.53642889 0.2852086 ] [ 0.53527565 0.4929192 0.51056409 0.46482285 0.64720674] [ 0.75471541 0.53600632 0.45934779 0.32587787 0.43023099] [ 0.3399398 0.52146176 0.43995582 0.66203937 0.43780067] [ 0.19257411 0.61284852 0.51994406 0.91753063 0.60303567] [ 0.5630088 0.47889443 0.30293803 0.48651837 0.4820827 ] [ 0.546247 0.4858997 0.605256 0.37630414 0.4102596 ] [ 0.5965371 0.48449879 0.42461663 0.38015901 0.49789305] [ 0.55912779 0.42188251 0.73636923 0.6385706 0.45087748] [ 0.53035304 0.39564052 0.61204104 0.33808602 0.58219011] [ 0.4633547 0.47437306 0.51768985 0.64134417 0.37858513] [ 0.75266429 0.36972566 0.55045939 0.29869671 0.39210988] [ 0.68825076 0.43169669 0.57443194 0.55696686 0.41116367] [ 0.73115672 0.53741018 0.3237016 0.27753336 0.30092619] [ 0.72240907 0.42213058 0.43399742 0.61066407 0.38027387] [ 0.83623124 0.34357546 0.47526814 0.24161183 0.44007257] [ 0.50776058 0.5750374 0.48239088 0.61490929 0.48676164] [ 0.74858367 0.45221369 0.61113739 0.32881107 0.45913554] [ 0.10474353 0.66951954 0.37862545 0.88207878 0.5059369 ] [ 0.58852548 0.50182509 0.45979655 0.34268911 0.35929376] [ 0.469535 0.52275973 0.55174751 0.59634034 0.42138367] [ 0.15755665 0.66711721 0.42785777 0.82017337 0.59807417] [ 0.35375439 0.57424474 0.45391989 0.68617065 0.40908791] Progress: 36.9% ... Training loss: 0.548 ... Validation loss: 0.928[ 0.62048735 0.53626474 0.44121588 0.45472779 0.32668683] [ 0.72466272 0.4202205 0.60433538 0.24827678 0.37106227] [ 0.58968656 0.41207212 0.50255919 0.60305834 0.48408802] [ 0.49730773 0.59285082 0.43473282 0.37009845 0.52751817] [ 0.16323048 0.65886621 0.51561795 0.89312873 0.56770526] [ 0.66623921 0.47049133 0.53721275 0.20901574 0.5469728 ] [ 0.70532645 0.42606433 0.65748844 0.60352432 0.35418388] [ 0.68335477 0.53699663 0.43748166 0.33886442 0.4210062 ] [ 0.7637011 0.51963368 0.30695639 0.44370369 0.40037891] [ 0.53945732 0.51357827 0.43880921 0.65534898 0.44726039] [ 0.19824367 0.66684509 0.46851746 0.75660915 0.6090055 ] [ 0.54830362 0.4988373 0.61236486 0.42452747 0.48280287] [ 0.22686254 0.48515635 0.32908107 0.87630175 0.44440184] [ 0.50478047 0.33702778 0.50584321 0.59428708 0.45275091] [ 0.27342832 0.64999758 0.46703411 0.6396576 0.49473977] [ 0.49887905 0.49614428 0.49438134 0.53582419 0.48670009] [ 0.60254195 0.43426551 0.38753242 0.54549212 0.33062787] [ 0.40676425 0.50499579 0.48961025 0.50945222 0.48806189] [ 0.759666 0.51484998 0.50410104 0.30904908 0.51803199] [ 0.56200541 0.43647728 0.43137866 0.62694156 0.54163454] [ 0.52028263 0.42979354 0.60982085 0.75143339 0.4741198 ] [ 0.58722318 0.51470998 0.57037851 0.53896857 0.47204951] [ 0.70485231 0.38738059 0.66835825 0.65507359 0.29860206] [ 0.42630881 0.65277357 0.38034085 0.53895902 0.46220003] [ 0.38484742 0.61225658 0.51954608 0.59736366 0.41947198] [ 0.65245977 0.38362758 0.4555768 0.37229904 0.48813113] [ 0.68349645 0.56046557 0.53712245 0.45322442 0.39754534] [ 0.73251778 0.55949416 0.50306758 0.36532002 0.41965868] [ 0.50786557 0.54915234 0.43871459 0.64320816 0.5163464 ] [ 0.49052874 0.507183 0.57469269 0.33453159 0.45034628] [ 0.65753705 0.47018835 0.50466285 0.40382095 0.42075454] [ 0.47447287 0.51347326 0.4291527 0.39277814 0.42907176] [ 0.33680241 0.58271466 0.31564663 0.79543781 0.46279286] [ 0.35641326 0.41272233 0.58286729 0.48166653 0.61120169] [ 0.54143696 0.33101334 0.62221982 0.78492996 0.43190899] [ 0.3037277 0.57582992 0.44975815 0.67922209 0.64354661] [ 0.66077664 0.51607306 0.31752835 0.50366745 0.35680387] [ 0.44418335 0.45580548 0.45080829 0.64942758 0.52606911] [ 0.27151222 0.47952432 0.36858399 0.7591246 0.47286739] [ 0.5893328 0.37920898 0.64195272 0.5602514 0.32835939] [ 0.4511048 0.66762411 0.45943153 0.65620909 0.49773843] [ 0.38300648 0.511958 0.51759889 0.64292966 0.5249116 ] [ 0.56468423 0.40435263 0.44410711 0.51862839 0.39641902] [ 0.77160561 0.52534435 0.34534602 0.54823302 0.41821129] [ 0.82956532 0.3756453 0.36625879 0.38775229 0.33337808] [ 0.20690667 0.61802827 0.42370646 0.84247222 0.62671152] [ 0.29446119 0.56358572 0.31997248 0.74894467 0.62702014] [ 0.46397188 0.51137105 0.4691848 0.5103358 0.43897676] [ 0.47939197 0.62626742 0.38162912 0.7380953 0.53851628] [ 0.20161007 0.69628777 0.39015022 0.76437031 0.52035917] [ 0.71236501 0.34332114 0.635896 0.4506292 0.30001594] [ 0.54139947 0.45012228 0.45654821 0.51331178 0.51651683] [ 0.26872125 0.60859865 0.54030152 0.80050452 0.42257002] [ 0.4125471 0.52154624 0.51910422 0.75386284 0.45835733] [ 0.58873469 0.50412022 0.43385605 0.60900428 0.56730144] [ 0.57310761 0.40817158 0.49889018 0.67785429 0.34331313] [ 0.6487628 0.51885287 0.62475652 0.37224152 0.38260436] [ 0.48985029 0.41584632 0.46864638 0.73848147 0.42282745] [ 0.56610555 0.47074803 0.45009386 0.45205575 0.48104115] [ 0.56625323 0.53045685 0.50797112 0.36990645 0.50101287] [ 0.79430579 0.47135779 0.48618323 0.30594251 0.28572403] [ 0.67719659 0.47939038 0.41647136 0.68097008 0.35488618] [ 0.23762849 0.55875216 0.41646577 0.76314762 0.43453176] [ 0.22565588 0.55641669 0.5379042 0.74095391 0.57166605] [ 0.47939197 0.62626742 0.38162912 0.7380953 0.53851628] [ 0.63804619 0.47619564 0.50347034 0.39772859 0.42891834] [ 0.4728507 0.61139765 0.52952536 0.61731362 0.57686808] [ 0.33084674 0.53394239 0.49062874 0.84191768 0.52296333] [ 0.53495652 0.64736713 0.52107861 0.63612245 0.38504547] [ 0.65526614 0.38217969 0.55466783 0.43320473 0.57004373] [ 0.84447096 0.59303656 0.26101823 0.40495149 0.26811926] [ 0.67476644 0.59219183 0.37669512 0.53824047 0.25814935] [ 0.67545419 0.47238513 0.4831093 0.35399778 0.48383024] [ 0.65556085 0.5069974 0.62163491 0.39606812 0.36658662] [ 0.69054717 0.51148943 0.5080981 0.45144376 0.36122554] [ 0.5362024 0.63493966 0.45070142 0.58492944 0.46255935] [ 0.63290476 0.46134024 0.47627186 0.45391086 0.38184442] [ 0.25972773 0.63513543 0.4021292 0.6572849 0.52199431] [ 0.7867246 0.5390937 0.38116269 0.43905403 0.33982821] [ 0.17189471 0.66851977 0.40977326 0.7533606 0.41909644] [ 0.74388953 0.50009502 0.46446657 0.36220301 0.39889438] [ 0.7480133 0.38585448 0.44467167 0.4042558 0.47138026] [ 0.85265217 0.34626612 0.6410258 0.3221558 0.3770076 ] [ 0.53561388 0.40341915 0.53186319 0.73745426 0.42327918] [ 0.76247065 0.52288356 0.38817221 0.32702941 0.33747186] [ 0.60727351 0.40981869 0.46477754 0.55132126 0.34373921] [ 0.71897089 0.30665821 0.54909448 0.31144639 0.47749241] [ 0.50452152 0.59736808 0.57026771 0.64580443 0.49757464] [ 0.38507049 0.50006718 0.35506983 0.69084704 0.46330778] [ 0.38019548 0.63318622 0.45457342 0.58856678 0.3625751 ] [ 0.75059136 0.39163639 0.49553907 0.2733078 0.4369347 ] [ 0.1832435 0.54287854 0.52927894 0.90253855 0.65987982] [ 0.76977575 0.50606598 0.43428847 0.31657515 0.40343701] [ 0.59786978 0.40268256 0.4312434 0.43146079 0.43772544] [ 0.69276494 0.476901 0.47874389 0.35564066 0.4814554 ] [ 0.41114418 0.59299685 0.53331945 0.70887892 0.594954 ] [ 0.35076825 0.49240186 0.5404904 0.78689058 0.56633803] [ 0.19699074 0.60188083 0.48836854 0.8620249 0.53248936] [ 0.69054717 0.51148943 0.5080981 0.45144376 0.36122554] [ 0.61048567 0.39061921 0.52843847 0.33032098 0.3686675 ] [ 0.46268086 0.45137197 0.46786771 0.77424397 0.44179254] [ 0.52991945 0.56200225 0.42457501 0.39938973 0.48709767] [ 0.65260857 0.49038758 0.36172348 0.54864869 0.37510023] [ 0.45231897 0.50444119 0.49614081 0.54425799 0.42615284] [ 0.86574872 0.3969605 0.43415771 0.16946478 0.26556522] [ 0.6257229 0.60516235 0.51441555 0.55682723 0.53801995] [ 0.11066815 0.61664213 0.44219984 0.92217647 0.50088409] [ 0.31520599 0.59824932 0.46801573 0.77030707 0.6379261 ] [ 0.66289435 0.39138887 0.6511232 0.62431089 0.42757682] [ 0.69756314 0.39944857 0.46831638 0.21230008 0.29152358] [ 0.53286377 0.60409722 0.46195424 0.58793171 0.46246379] [ 0.71559269 0.52855081 0.5769718 0.26267333 0.43477629] [ 0.72413007 0.50709835 0.55100806 0.27402748 0.55562453] [ 0.35842999 0.52688377 0.49342356 0.80802061 0.52280145] [ 0.16528484 0.60316874 0.4434596 0.77239869 0.61474185] [ 0.73763468 0.30461658 0.42919919 0.42156405 0.38209228] [ 0.42343286 0.55103591 0.42395717 0.68977723 0.53302748] [ 0.60728169 0.50963345 0.590824 0.64571529 0.48469334] [ 0.46898121 0.50047051 0.5375946 0.39167554 0.55569453] [ 0.73576633 0.55800833 0.38254046 0.36947832 0.35072689] [ 0.8693912 0.33498633 0.66355421 0.22415198 0.40615133] [ 0.41465047 0.54797853 0.44075142 0.38590575 0.51364597] [ 0.44768143 0.54842451 0.39256318 0.43867086 0.49959174] [ 0.61899528 0.39992442 0.41289333 0.31499505 0.57947541] [ 0.6254217 0.56557489 0.47236689 0.46865743 0.37762846] [ 0.45910185 0.50380804 0.51139462 0.46113295 0.57692679] [ 0.41053535 0.52816476 0.55701294 0.76771826 0.44416954] [ 0.47226159 0.46520019 0.50468647 0.59175107 0.59316674] Progress: 37.0% ... Training loss: 0.548 ... Validation loss: 0.932[ 0.74903322 0.43551431 0.45672845 0.38845362 0.54545876] [ 0.52450241 0.50230137 0.52602743 0.74974716 0.53032006] [ 0.797161 0.47510853 0.49612254 0.47355689 0.38128956] [ 0.63385284 0.54204399 0.49509917 0.48179066 0.54432383] [ 0.74511317 0.45663314 0.53767764 0.19330873 0.50701881] [ 0.50820914 0.46047978 0.50924882 0.40533275 0.58626716] [ 0.87246808 0.33018696 0.63840158 0.2372092 0.3430078 ] [ 0.41578986 0.65340077 0.52241572 0.62690936 0.44838795] [ 0.821093 0.40058641 0.51165146 0.4559321 0.38330777] [ 0.66607696 0.49776516 0.58886073 0.52747358 0.46500048] [ 0.52582862 0.45488213 0.49096788 0.65792925 0.4654351 ] [ 0.56762299 0.38664774 0.56507729 0.63145403 0.4496822 ] [ 0.50900243 0.60909838 0.5846048 0.49580952 0.41298878] [ 0.52211461 0.5703585 0.43224365 0.57508051 0.31592703] [ 0.4461872 0.494863 0.58132783 0.67609449 0.49458384] [ 0.61535168 0.503518 0.4746812 0.61798742 0.34927937] [ 0.24744299 0.54276668 0.44660196 0.88041925 0.67035439] [ 0.78039894 0.48929611 0.56253678 0.3862925 0.36838566] [ 0.77598318 0.34630583 0.43204621 0.10136602 0.30830741] [ 0.569227 0.42781478 0.54333721 0.36806765 0.46711879] [ 0.49868127 0.52258369 0.51009602 0.56691193 0.43778071] [ 0.61987409 0.52404113 0.45347406 0.58163184 0.39457472] [ 0.83928038 0.31400372 0.46762276 0.16421099 0.32687089] [ 0.44030968 0.4748735 0.50043738 0.70714624 0.41761414] [ 0.5835805 0.27173978 0.56236827 0.25911597 0.58650607] [ 0.50358414 0.59625849 0.42454812 0.58931619 0.59108433] [ 0.74606254 0.40794893 0.51018879 0.44729845 0.38807498] [ 0.60958977 0.32126442 0.41829652 0.42225643 0.43887346] [ 0.62034697 0.49255198 0.50005788 0.23247783 0.52028092] [ 0.2943598 0.57391013 0.54009031 0.87692204 0.61210321] [ 0.33079963 0.58627824 0.45204041 0.56277304 0.46444667] [ 0.899794 0.41739369 0.48507683 0.18164146 0.39487888] [ 0.41710648 0.56909457 0.26411739 0.71780848 0.46697739] [ 0.60734505 0.55129749 0.34489501 0.408562 0.40594618] [ 0.40378524 0.46206379 0.40955901 0.79925623 0.36306042] [ 0.42791779 0.64980759 0.3798712 0.72327727 0.46695664] [ 0.53388805 0.47843734 0.48566762 0.68088607 0.39896565] [ 0.52211266 0.43939573 0.61231397 0.43060355 0.48605914] [ 0.10355197 0.43290949 0.51540025 0.88617163 0.62334496] [ 0.819649 0.34541611 0.58130678 0.30873863 0.39133389] [ 0.37663244 0.56305465 0.51524402 0.72410938 0.37891436] [ 0.7365788 0.37576264 0.52336933 0.59341276 0.37966155] [ 0.41380777 0.48035664 0.47244585 0.78682477 0.46716258] [ 0.23460964 0.58804845 0.48259692 0.8173471 0.67997306] [ 0.22078905 0.70876576 0.31782975 0.79635927 0.51643127] [ 0.4461872 0.494863 0.58132783 0.67609449 0.49458384] [ 0.73273387 0.42777075 0.52929135 0.41480508 0.35451529] [ 0.43673721 0.48617305 0.53882007 0.72954202 0.3420799 ] [ 0.68329372 0.56061959 0.53706263 0.45329926 0.39760118] [ 0.22904957 0.73969126 0.36675478 0.77632467 0.50996121] [ 0.15949561 0.60272946 0.36116111 0.85057171 0.48583037] [ 0.26011521 0.63492558 0.4022233 0.65705474 0.52191356] [ 0.43464405 0.50759524 0.65216925 0.71943676 0.45619059] [ 0.62093746 0.59998533 0.51810696 0.55346134 0.40848889] [ 0.57916345 0.55407506 0.59968133 0.47886297 0.48442145] [ 0.53824201 0.52311621 0.60191906 0.45423291 0.47982042] [ 0.62572879 0.60515836 0.51441778 0.55677397 0.53802088] [ 0.78022127 0.48833545 0.29007754 0.4974499 0.3187304 ] [ 0.77078956 0.36465955 0.45859545 0.1701478 0.41370905] [ 0.64760155 0.51640115 0.4393 0.35408416 0.42357463] [ 0.49103155 0.42437595 0.35430648 0.49719534 0.36783029] [ 0.50570622 0.46339482 0.45574352 0.53880327 0.38602551] [ 0.52656966 0.53612692 0.55319807 0.30252554 0.44557285] [ 0.32533539 0.51105744 0.54855913 0.77742626 0.506293 ] [ 0.64689195 0.60404131 0.40717553 0.54293159 0.35949467] [ 0.29277615 0.67268899 0.27959766 0.80163769 0.448814 ] [ 0.70636848 0.34708843 0.58887225 0.65274958 0.41173102] [ 0.66583289 0.3311723 0.59538456 0.45364938 0.39978185] [ 0.21024654 0.63252733 0.42624929 0.84269006 0.42941583] [ 0.80239601 0.36977521 0.55113803 0.42342179 0.41169478] [ 0.22296804 0.48001648 0.42804565 0.85222106 0.54997769] [ 0.53161174 0.69760706 0.37110831 0.66779562 0.43786121] [ 0.27336341 0.63714161 0.47312878 0.63098132 0.52636161] [ 0.69303243 0.56780727 0.44663239 0.63251507 0.35988118] [ 0.41344263 0.57148347 0.58153657 0.5691242 0.63232372] [ 0.22751984 0.51391227 0.40884813 0.83706791 0.58244054] [ 0.27785463 0.62379725 0.42661831 0.88371821 0.47869999] [ 0.73826088 0.45405097 0.38580517 0.38665973 0.34009496] [ 0.56664713 0.45551647 0.51452564 0.51831033 0.2971061 ] [ 0.47258424 0.39924327 0.43903082 0.44059516 0.58489657] [ 0.15233601 0.71748472 0.43756467 0.785772 0.44481861] [ 0.61610487 0.53140508 0.61822997 0.45861785 0.4687124 ] [ 0.37234461 0.46096736 0.51517077 0.80078684 0.42641389] [ 0.30998808 0.49340707 0.36677855 0.86326293 0.39542715] [ 0.89462855 0.25492369 0.50374739 0.1440833 0.41403269] [ 0.80178167 0.4578109 0.50586031 0.28613615 0.46216882] [ 0.55786003 0.42794996 0.58388951 0.63506942 0.36660005] [ 0.7503783 0.42068343 0.57441392 0.24516574 0.45949416] [ 0.26421381 0.55155205 0.4674473 0.88899213 0.53985124] [ 0.74033572 0.50440204 0.59615266 0.51087517 0.36937619] [ 0.23919485 0.65878784 0.39396638 0.76617587 0.59921273] [ 0.26073263 0.55369169 0.46754958 0.64279484 0.43620502] [ 0.75201974 0.41967611 0.42229138 0.5846747 0.39693531] [ 0.48677258 0.62687356 0.39548226 0.76233156 0.50018881] [ 0.26112632 0.57111914 0.42553522 0.57707864 0.53454903] [ 0.5006593 0.46713927 0.52048956 0.5032834 0.51362957] [ 0.53052706 0.5633192 0.31814716 0.66372957 0.34410059] [ 0.51766538 0.4307096 0.48266179 0.72283918 0.43098209] [ 0.13766644 0.68381633 0.46081438 0.83993825 0.58506761] [ 0.82951518 0.45498718 0.4666782 0.4174417 0.38692645] [ 0.46095835 0.67584508 0.46218329 0.59439678 0.37634193] [ 0.37246757 0.51346222 0.52638728 0.63596404 0.43592323] [ 0.64362948 0.4710007 0.54151018 0.54766002 0.44390416] [ 0.32948108 0.52757829 0.51537122 0.74891895 0.64962963] [ 0.5410389 0.60518582 0.55769234 0.52587366 0.48175016] [ 0.50707439 0.45347254 0.5434435 0.6251862 0.51792784] [ 0.68249571 0.37708582 0.38968255 0.39846125 0.36000759] [ 0.3726355 0.5957521 0.49460166 0.70882471 0.41670042] [ 0.5410389 0.60518582 0.55769234 0.52587366 0.48175016] [ 0.15063803 0.5901333 0.37504156 0.90195838 0.55001834] [ 0.69092837 0.55783115 0.53940062 0.49800013 0.38830508] [ 0.33684912 0.67797503 0.35813506 0.73821779 0.44327893] [ 0.48474157 0.54672785 0.42514501 0.52086242 0.60966337] [ 0.79984639 0.30734099 0.64765396 0.17698771 0.42084586] [ 0.75534656 0.42124175 0.40877169 0.34490876 0.38175157] [ 0.43276118 0.5278859 0.49248302 0.85385112 0.52023585] [ 0.35704035 0.65814002 0.3891148 0.79408195 0.39614305] [ 0.33916515 0.58721406 0.50375915 0.63338161 0.62971411] [ 0.25074435 0.53209126 0.40912142 0.70789543 0.45315806] [ 0.49989018 0.51090309 0.43794234 0.37491035 0.37085293] [ 0.45445897 0.5428245 0.53846901 0.80221665 0.43838185] [ 0.78836725 0.30057726 0.56524303 0.30638157 0.40976681] [ 0.66619866 0.4165212 0.5019671 0.41281932 0.28436367] [ 0.30153601 0.62890761 0.53766566 0.91550502 0.57957599] [ 0.54448859 0.45216442 0.42365605 0.45153119 0.47651007] [ 0.24510876 0.65976487 0.41706793 0.76515547 0.45244096] [ 0.20572954 0.56017044 0.34074934 0.89967966 0.59750852] [ 0.5843358 0.44797562 0.40789174 0.62806752 0.45249722] Progress: 37.0% ... Training loss: 0.548 ... Validation loss: 0.931[ 0.30802955 0.66105034 0.41176537 0.88978633 0.31647662] [ 0.50019676 0.53406532 0.47173685 0.33934925 0.37667596] [ 0.30046055 0.53098007 0.42237078 0.72373606 0.57418607] [ 0.20349812 0.5681476 0.48894891 0.8091524 0.59221056] [ 0.76009499 0.51410849 0.54067039 0.35517627 0.54702418] [ 0.84016909 0.40875758 0.45889087 0.30542234 0.31319366] [ 0.84559288 0.35801837 0.60553618 0.22479574 0.39449528] [ 0.68120716 0.49624449 0.57640942 0.47092871 0.48357797] [ 0.55663999 0.57135264 0.40449307 0.41360916 0.37373617] [ 0.27547297 0.69833805 0.36478881 0.6879917 0.47870074] [ 0.80652342 0.38598391 0.54208486 0.26837083 0.42597372] [ 0.53516304 0.53489533 0.46824876 0.54328605 0.50608315] [ 0.66674236 0.42207513 0.56201337 0.66257746 0.42582137] [ 0.3778022 0.47456675 0.47139259 0.49557441 0.4345304 ] [ 0.30388414 0.55241961 0.54621282 0.87357429 0.5900039 ] [ 0.65420891 0.37622489 0.53621369 0.5749101 0.28662758] [ 0.16163838 0.75801449 0.45085953 0.7559978 0.53720756] [ 0.30722404 0.50687928 0.50020677 0.7602536 0.47940389] [ 0.21456617 0.50456778 0.42415857 0.83042406 0.63509689] [ 0.55256176 0.54179904 0.4411589 0.64854069 0.60919035] [ 0.78159127 0.36006731 0.47445719 0.20012011 0.30703465] [ 0.90760069 0.29697929 0.54455227 0.13949792 0.31271822] [ 0.87115024 0.42238746 0.56323691 0.30029919 0.31512128] [ 0.54960295 0.46048756 0.54403179 0.44306099 0.47487167] [ 0.47450791 0.40440674 0.50432709 0.38030071 0.72407998] [ 0.42338443 0.46265008 0.67302057 0.5718077 0.45046108] [ 0.71136751 0.3648205 0.61250815 0.26510775 0.55268067] [ 0.60235768 0.46154873 0.48351806 0.64845923 0.31311738] [ 0.40205935 0.52935043 0.54224049 0.7629539 0.37678833] [ 0.58144328 0.43856359 0.54194683 0.69457764 0.46228416] [ 0.80029875 0.45652695 0.5952624 0.39346795 0.36505264] [ 0.40570247 0.40167536 0.47887055 0.51042852 0.50800185] [ 0.51213305 0.60267701 0.44665966 0.65166676 0.45086639] [ 0.58879582 0.67891376 0.32480262 0.5039117 0.34514485] [ 0.5611693 0.60849481 0.60964093 0.53880702 0.44492714] [ 0.57596093 0.5096793 0.39189587 0.56608756 0.46098803] [ 0.12026258 0.5040695 0.41228722 0.91584424 0.65135277] [ 0.68280494 0.43134771 0.59711801 0.4318677 0.50923408] [ 0.5899002 0.53061331 0.51584182 0.46738788 0.61677828] [ 0.38377087 0.60901544 0.36639202 0.75633967 0.33044323] [ 0.82298087 0.35775297 0.50501062 0.3128275 0.45123746] [ 0.18494019 0.62142678 0.44009214 0.78509833 0.56909907] [ 0.62109038 0.48718486 0.32855712 0.42808222 0.40414734] [ 0.77949422 0.29727594 0.5970758 0.33928494 0.45735031] [ 0.66722674 0.40794627 0.57673419 0.6167869 0.44678226] [ 0.55381831 0.48273421 0.53355554 0.42672272 0.57359808] [ 0.46267163 0.57384261 0.34348524 0.61157506 0.47499409] [ 0.15871616 0.70333516 0.38710452 0.79983784 0.59464422] [ 0.77208395 0.3400763 0.53911662 0.29283913 0.42146552] [ 0.32015257 0.55002796 0.39402545 0.56552405 0.44120825] [ 0.88220259 0.48139216 0.50819472 0.15358933 0.34928511] [ 0.46844351 0.31635011 0.48495712 0.49836946 0.42674373] [ 0.8399026 0.4725494 0.58168223 0.39065465 0.38579458] [ 0.60132455 0.55765048 0.48380052 0.49408704 0.48765559] [ 0.20894453 0.5822422 0.43983855 0.66805541 0.48038402] [ 0.45049503 0.64195428 0.6411844 0.54351121 0.51181297] [ 0.86608432 0.46171499 0.51107791 0.23465542 0.36287642] [ 0.42054088 0.53035774 0.46667032 0.78318624 0.38692324] [ 0.23891353 0.72402999 0.30012671 0.84313136 0.54419412] [ 0.2859532 0.58683889 0.46734785 0.67980305 0.4535429 ] [ 0.7060889 0.42574085 0.65762017 0.6029875 0.35408254] [ 0.45171966 0.44110258 0.64057415 0.31418647 0.68617156] [ 0.40941043 0.54655994 0.52660111 0.77793563 0.46019761] [ 0.63555927 0.44845776 0.50105069 0.50162469 0.46151924] [ 0.53492062 0.52207209 0.39687654 0.66813046 0.3998813 ] [ 0.36435766 0.41882284 0.61289417 0.69638369 0.52397447] [ 0.57596093 0.5096793 0.39189587 0.56608756 0.46098803] [ 0.13597358 0.56982412 0.34633012 0.83521192 0.48557858] [ 0.73841116 0.52867931 0.42292574 0.33308951 0.37258216] [ 0.61327302 0.48988948 0.49996676 0.66373484 0.27281904] [ 0.53447042 0.55225729 0.30059722 0.48312519 0.4379431 ] [ 0.62555754 0.52034567 0.43584345 0.58836317 0.45584893] [ 0.58780028 0.4476984 0.48882532 0.44270575 0.3928771 ] [ 0.42191035 0.48508415 0.56870538 0.42787051 0.55990257] [ 0.69535174 0.34838118 0.59847365 0.47591658 0.42694688] [ 0.11108664 0.61633167 0.44232579 0.92209811 0.50078451] [ 0.49953066 0.54163256 0.45314641 0.64283093 0.42824329] [ 0.35502084 0.514029 0.41421917 0.74968202 0.37705001] [ 0.58497339 0.4636258 0.47559151 0.51819291 0.39524076] [ 0.42987866 0.56811044 0.47436176 0.74707455 0.33351196] [ 0.47924563 0.44710649 0.40035691 0.48797811 0.36838851] [ 0.27196111 0.67133186 0.53974313 0.75227138 0.49245605] [ 0.36800824 0.38980161 0.45491712 0.54911164 0.58971399] [ 0.23657882 0.58982899 0.42977613 0.82942429 0.57101872] [ 0.26329899 0.59630762 0.49921331 0.73546319 0.42985461] [ 0.45681966 0.44674996 0.64288854 0.75494614 0.45628925] [ 0.22899845 0.70034773 0.39628618 0.7977556 0.45528235] [ 0.70354933 0.50091733 0.66979649 0.46317215 0.43150505] [ 0.59919441 0.40401424 0.6356088 0.38825952 0.5478983 ] [ 0.20015266 0.5618354 0.46371664 0.76165571 0.54616434] [ 0.82979222 0.47043098 0.49660148 0.22414171 0.39527526] [ 0.53830318 0.55312898 0.41888764 0.5191716 0.48623657] [ 0.27571382 0.53120121 0.51018536 0.83314572 0.61118059] [ 0.67421939 0.41419611 0.50667299 0.34025473 0.30409981] [ 0.31703469 0.62961602 0.64949966 0.61261989 0.55343198] [ 0.22789542 0.57516599 0.50123069 0.81930418 0.48016548] [ 0.22449991 0.65569756 0.46051499 0.83733449 0.60356156] [ 0.77087514 0.39740977 0.47109983 0.24397647 0.35325914] [ 0.25507213 0.45539379 0.54722465 0.70962407 0.6628117 ] [ 0.45998856 0.42135937 0.49625439 0.7928141 0.44996592] [ 0.2697857 0.58578234 0.47837122 0.80779011 0.61649682] [ 0.68461037 0.4455298 0.50601452 0.28300417 0.38470211] [ 0.57260243 0.4832419 0.67021472 0.49346284 0.4922642 ] [ 0.35744976 0.48298152 0.4743312 0.55678334 0.58104024] [ 0.56707523 0.47032958 0.45026003 0.45146513 0.48089861] [ 0.43537309 0.49152098 0.50547504 0.69032762 0.32661735] [ 0.78971333 0.35166319 0.57004534 0.19695704 0.47951298] [ 0.68330354 0.56064175 0.53704831 0.45316802 0.39761193] [ 0.33982211 0.52731815 0.60572979 0.78833573 0.53398889] [ 0.80290097 0.44917969 0.63948899 0.16439541 0.50583013] [ 0.4142973 0.51613349 0.48353634 0.67878347 0.41009167] [ 0.74165769 0.53944897 0.43680663 0.20910108 0.32893603] [ 0.43889212 0.41624219 0.53973779 0.58506035 0.4338921 ] [ 0.6949776 0.37687546 0.47962226 0.25891862 0.4116483 ] [ 0.7438244 0.47246545 0.44527055 0.31982824 0.42595449] [ 0.85311884 0.41673394 0.51743804 0.18022235 0.23679533] [ 0.7377433 0.34441458 0.47724367 0.23585129 0.3953492 ] [ 0.17343102 0.52852072 0.46608658 0.85637959 0.53694131] [ 0.23475935 0.61227149 0.37212218 0.77892861 0.45097841] [ 0.59908858 0.41875062 0.52571214 0.48599699 0.4500206 ] [ 0.38844844 0.68506169 0.37608399 0.74773198 0.5493148 ] [ 0.34709666 0.63280407 0.39988474 0.72373271 0.43020685] [ 0.69137611 0.53765477 0.56707514 0.22708748 0.43345393] [ 0.29926042 0.67490636 0.40322121 0.7883617 0.37503488] [ 0.44011703 0.34835104 0.54125906 0.56406341 0.46025339] [ 0.7357546 0.38307702 0.35123724 0.35953372 0.4835894 ] [ 0.7897233 0.40844064 0.56776133 0.25328849 0.44378507] [ 0.69764974 0.26024192 0.52377102 0.3457123 0.4733199 ] Progress: 37.0% ... Training loss: 0.547 ... Validation loss: 0.930[ 0.52001733 0.38382432 0.67609434 0.5016455 0.4099532 ] [ 0.41630987 0.51227481 0.56755658 0.62907877 0.62190976] [ 0.53410614 0.43718917 0.42106505 0.45013482 0.49661782] [ 0.81605831 0.45448544 0.62673725 0.29921221 0.37360377] [ 0.40404069 0.61227363 0.29522669 0.91679727 0.36563274] [ 0.22548267 0.56016247 0.47165596 0.82379527 0.67679762] [ 0.58439231 0.51715786 0.41224508 0.55878141 0.41496456] [ 0.76167373 0.48105222 0.58724083 0.29856961 0.35329307] [ 0.32495467 0.58877015 0.41867803 0.70324842 0.50776932] [ 0.44009995 0.51775258 0.52416866 0.55721737 0.47244417] [ 0.54472844 0.38163826 0.48406756 0.54008875 0.49064442] [ 0.71075672 0.4768212 0.37676029 0.53961656 0.46028202] [ 0.35886254 0.64528622 0.36276286 0.83292145 0.42902149] [ 0.46460927 0.63262037 0.33822315 0.69463663 0.38402703] [ 0.21402751 0.70368745 0.28327258 0.85626633 0.61588745] [ 0.13704285 0.70833459 0.33127054 0.86967242 0.39404927] [ 0.4940683 0.52127432 0.48230229 0.50574375 0.55553696] [ 0.40106594 0.51189061 0.36055352 0.70055246 0.43292943] [ 0.25867849 0.52308107 0.43437857 0.81804426 0.43436127] [ 0.63192861 0.58194561 0.47559771 0.44015465 0.35990302] [ 0.73141661 0.40666103 0.65173216 0.33780826 0.44625465] [ 0.71638801 0.44964867 0.48654967 0.38880567 0.31584568] [ 0.47927145 0.54031661 0.48704994 0.53660796 0.40587865] [ 0.53959727 0.49458395 0.4542023 0.63550831 0.56255239] [ 0.53304826 0.48571111 0.57881512 0.39718985 0.44027506] [ 0.69893411 0.45468713 0.60965181 0.31002296 0.4559953 ] [ 0.73665079 0.44025287 0.66805828 0.40271254 0.44915557] [ 0.43081278 0.44806224 0.33600919 0.48185637 0.36965891] [ 0.55903289 0.41950497 0.57833562 0.30171268 0.6132873 ] [ 0.34639052 0.67166021 0.27734516 0.77093603 0.52770384] [ 0.18107252 0.55089827 0.48629968 0.83013082 0.49680967] [ 0.1276225 0.6805246 0.33766659 0.83231701 0.59994451] [ 0.8734358 0.38023439 0.45262864 0.13493491 0.26137775] [ 0.71893604 0.46694642 0.52389458 0.45715857 0.42366877] [ 0.40340379 0.60713434 0.43675498 0.72303022 0.39212613] [ 0.61258289 0.43143386 0.45375587 0.58351205 0.52770482] [ 0.89530822 0.36168386 0.53158837 0.26746447 0.3830953 ] [ 0.54638183 0.39918439 0.40129452 0.48950755 0.51500785] [ 0.51312459 0.33023652 0.54587677 0.48324983 0.4743291 ] [ 0.72078782 0.41368214 0.33057811 0.44461176 0.36869368] [ 0.61320215 0.38685435 0.56005321 0.25758558 0.56239453] [ 0.55933726 0.44140103 0.44593221 0.48072521 0.4126735 ] [ 0.84430884 0.45294601 0.52217691 0.26085635 0.42693231] [ 0.71315962 0.451931 0.37522153 0.41730894 0.32730794] [ 0.89528436 0.39768564 0.5322213 0.17747505 0.28234906] [ 0.86624805 0.42712892 0.63082582 0.22193355 0.42753575] [ 0.80809095 0.48828414 0.55715863 0.36001082 0.40468856] [ 0.60424363 0.59863422 0.5210661 0.45320317 0.39397014] [ 0.65502632 0.55055784 0.41114573 0.52842956 0.28905604] [ 0.65503269 0.48602889 0.50556278 0.52174626 0.46647481] [ 0.65201 0.56264076 0.53393023 0.59684165 0.32588197] [ 0.678441 0.44750038 0.6115879 0.21240438 0.49919302] [ 0.61886837 0.49906538 0.53130861 0.65365547 0.33837905] [ 0.60903874 0.44241473 0.49820975 0.39270914 0.45044131] [ 0.76556659 0.47505632 0.48334454 0.21625472 0.42245122] [ 0.44133685 0.6869173 0.40934572 0.7614624 0.56076969] [ 0.85385237 0.56670205 0.530168 0.32724152 0.3081108 ] [ 0.48196508 0.51422792 0.42773154 0.60090475 0.45509866] [ 0.58605549 0.55001981 0.42183036 0.39146136 0.40550887] [ 0.80634726 0.4939058 0.52585735 0.35106098 0.37108404] [ 0.76046883 0.27954833 0.60913186 0.21289658 0.41329374] [ 0.53651453 0.40211666 0.37927088 0.75955051 0.36870985] [ 0.6129992 0.56241557 0.52536998 0.46158545 0.45276636] [ 0.66326775 0.33836619 0.61987673 0.45751114 0.43754844] [ 0.744771 0.66445456 0.46616748 0.57600101 0.48515915] [ 0.3682171 0.52552568 0.38103548 0.54217623 0.53401242] [ 0.15346649 0.60935594 0.52079457 0.80851962 0.44897305] [ 0.4572429 0.51942442 0.40300209 0.81312265 0.39905811] [ 0.44495159 0.61669473 0.36106873 0.5475444 0.47338971] [ 0.46756788 0.53859802 0.48216593 0.70927051 0.45994779] [ 0.22687817 0.61295469 0.5108297 0.87880047 0.60978016] [ 0.63191714 0.52667597 0.58112769 0.44897849 0.45006708] [ 0.18057627 0.55871552 0.47710547 0.78093627 0.47278877] [ 0.44410898 0.59542924 0.53220745 0.29460015 0.45321312] [ 0.45504036 0.42271365 0.49474088 0.6918802 0.38698944] [ 0.54807996 0.46391892 0.47794411 0.49707083 0.58598874] [ 0.20409188 0.72366922 0.39619111 0.83377858 0.5749206 ] [ 0.32848337 0.66038462 0.35807092 0.65280867 0.58989871] [ 0.15389327 0.64896414 0.34233149 0.82590888 0.60505257] [ 0.43189078 0.48929454 0.50673539 0.63685477 0.36369789] [ 0.6257109 0.49588934 0.54500265 0.53142689 0.45051389] [ 0.19126119 0.50490536 0.47122962 0.85373653 0.62628376] [ 0.60139214 0.59929796 0.42044122 0.47277638 0.39145106] [ 0.58421213 0.48038798 0.39853475 0.49858739 0.42497029] [ 0.60976573 0.53886104 0.43125133 0.49877742 0.35046221] [ 0.76320421 0.49939965 0.45144081 0.3838665 0.39040528] [ 0.58179094 0.52130129 0.58442768 0.62922063 0.33976488] [ 0.71484205 0.42606725 0.6238331 0.28272161 0.48688493] [ 0.71277461 0.42691289 0.5903923 0.67512228 0.3776345 ] [ 0.50159258 0.43259356 0.44612962 0.42515402 0.38574451] [ 0.48500958 0.62870351 0.45063683 0.76662887 0.38976702] [ 0.49630018 0.41170047 0.55067731 0.70851562 0.55088479] [ 0.8415418 0.45366439 0.52139435 0.28920223 0.42571916] [ 0.378208 0.60971149 0.37274062 0.89716945 0.46036393] [ 0.60335235 0.40263947 0.50513578 0.35675971 0.6025959 ] [ 0.66133105 0.42690937 0.63751569 0.58424625 0.45835211] [ 0.28584644 0.60477052 0.44535668 0.81580109 0.46353642] [ 0.44833329 0.45411062 0.47893567 0.62393011 0.40007757] [ 0.46175917 0.51258328 0.51211105 0.54475904 0.422907 ] [ 0.20839254 0.55780376 0.50960671 0.76141102 0.63505443] [ 0.72997367 0.42354776 0.42331044 0.24518006 0.33818271] [ 0.62638688 0.57086364 0.53616428 0.50840664 0.38288432] [ 0.42661938 0.62030939 0.50809553 0.55889404 0.5006983 ] [ 0.65443297 0.45287982 0.43432081 0.40305518 0.44883513] [ 0.73461467 0.38204316 0.45961246 0.10520245 0.31343158] [ 0.62613677 0.54202134 0.56149212 0.68709392 0.44917503] [ 0.44603707 0.55032366 0.45926521 0.59307772 0.62153027] [ 0.46087539 0.66847641 0.34783692 0.61012557 0.38021384] [ 0.48671883 0.66151217 0.39606201 0.72354313 0.53592774] [ 0.73652627 0.5309067 0.44357891 0.37441988 0.23844132] [ 0.26708077 0.64695227 0.46789536 0.75352644 0.54595881] [ 0.64795929 0.48409203 0.5715584 0.66808193 0.4437799 ] [ 0.50765476 0.51109835 0.44382441 0.79318568 0.37716786] [ 0.17147389 0.66593466 0.31512753 0.78890539 0.60730049] [ 0.17594697 0.60341521 0.56820288 0.73871939 0.64046513] [ 0.77650838 0.34598538 0.43219777 0.10118436 0.30819322] [ 0.3336921 0.62155899 0.50335063 0.76998031 0.61574532] [ 0.64323393 0.65152138 0.36531651 0.70364232 0.40185354] [ 0.71372438 0.49404916 0.65678791 0.44251595 0.42122433] [ 0.3492507 0.58139128 0.50654645 0.6654091 0.54704789] [ 0.33216334 0.53100696 0.65935201 0.75662365 0.54635184] [ 0.58961238 0.53509118 0.45586433 0.50156675 0.47616412] [ 0.52836576 0.50316059 0.55202351 0.61142394 0.55270238] [ 0.50168807 0.53874248 0.3903319 0.78507801 0.32716065] [ 0.85307688 0.44455193 0.4978273 0.28435989 0.36571519] [ 0.80869497 0.50684231 0.33557525 0.41194212 0.35298263] [ 0.50058026 0.50605745 0.53662338 0.81651521 0.52450552] [ 0.62731255 0.55512661 0.46434679 0.48457365 0.51597788] Progress: 37.1% ... Training loss: 0.547 ... Validation loss: 0.929[ 0.11513963 0.65439177 0.4435212 0.88230014 0.41011059] [ 0.13715676 0.70685296 0.37363662 0.71419652 0.57328935] [ 0.33524335 0.58548532 0.44630906 0.81623603 0.46685422] [ 0.31108939 0.59715176 0.35876474 0.69626828 0.39933248] [ 0.26364781 0.64094486 0.35182975 0.76083369 0.62264943] [ 0.36241198 0.52286945 0.52689608 0.69659426 0.46135968] [ 0.10913232 0.7000655 0.39994777 0.78924389 0.45903879] [ 0.8230743 0.47026384 0.51768577 0.20133393 0.37912065] [ 0.27590221 0.53142522 0.51008131 0.8330786 0.61129186] [ 0.50668604 0.48515859 0.4019817 0.41950825 0.42234918] [ 0.53766984 0.4739468 0.57081045 0.61304188 0.55899588] [ 0.35052173 0.60008293 0.33540935 0.65227917 0.47852629] [ 0.5246741 0.48923094 0.41277761 0.61929272 0.45222666] [ 0.54705968 0.55182369 0.42516088 0.55459501 0.47235131] [ 0.8577709 0.3731358 0.63861935 0.23573373 0.41722284] [ 0.29787324 0.57470535 0.56605455 0.66350939 0.45482754] [ 0.3343387 0.71761609 0.46847456 0.83781903 0.59934132] [ 0.78680949 0.5077686 0.5588436 0.24800698 0.33426406] [ 0.74662105 0.53549675 0.48335056 0.43391076 0.3301888 ] [ 0.65878297 0.67415041 0.35955214 0.46443276 0.34657918] [ 0.71562645 0.44608741 0.61010043 0.30270737 0.47543106] [ 0.59848996 0.4073445 0.45684183 0.15941453 0.33044527] [ 0.84872041 0.46524481 0.60239291 0.17606615 0.34377821] [ 0.74228115 0.64479268 0.45966069 0.55840136 0.45298614] [ 0.53809086 0.55351931 0.42791817 0.47214489 0.37912113] [ 0.63898527 0.58655857 0.50846019 0.40135778 0.52724129] [ 0.77335734 0.5124029 0.49620449 0.20047655 0.37555265] [ 0.8703248 0.31557638 0.60879389 0.14865756 0.40735091] [ 0.55833519 0.38708654 0.5564019 0.60546745 0.424055 ] [ 0.60537169 0.4942434 0.51955717 0.68984703 0.40752275] [ 0.64264987 0.47946597 0.54168721 0.42468029 0.48257221] [ 0.28661704 0.48229352 0.38870242 0.59952031 0.72471022] [ 0.23491217 0.71675456 0.38502457 0.78291732 0.52577584] [ 0.28935274 0.52512821 0.41896627 0.72770475 0.44691191] [ 0.21992664 0.58134624 0.4021218 0.87583549 0.53501732] [ 0.59323124 0.4327907 0.52320182 0.31200112 0.4532658 ] [ 0.78068244 0.39611746 0.54433207 0.17953408 0.4552285 ] [ 0.3906697 0.460193 0.47194386 0.7037862 0.41840296] [ 0.48155955 0.45154187 0.53313991 0.76328212 0.47943631] [ 0.43936026 0.5498107 0.58901523 0.62961435 0.56073347] [ 0.85913954 0.48342649 0.5021696 0.2964724 0.40694603] [ 0.54781653 0.47497836 0.60322438 0.6918603 0.3280925 ] [ 0.76353945 0.465091 0.46808273 0.1935255 0.27783233] [ 0.26637168 0.6505232 0.42793421 0.81050155 0.52506172] [ 0.23743756 0.7851555 0.28519355 0.82153289 0.469556 ] [ 0.14557338 0.63691656 0.3658478 0.92599094 0.57808669] [ 0.50846655 0.46603874 0.53648914 0.65512339 0.41617099] [ 0.56319303 0.52702246 0.42825243 0.60836936 0.56996202] [ 0.49472869 0.63139404 0.47624066 0.7331384 0.3228605 ] [ 0.70962542 0.58261887 0.40620579 0.41623399 0.50102789] [ 0.46035611 0.41021593 0.42814519 0.7624172 0.48996738] [ 0.62239619 0.49077293 0.61059438 0.36609146 0.34293023] [ 0.35459568 0.60101552 0.37682212 0.44669973 0.41860619] [ 0.42326799 0.5227604 0.55104633 0.54865447 0.46838862] [ 0.44460447 0.41756996 0.58611606 0.63776801 0.41815925] [ 0.85139037 0.49913708 0.54989463 0.39731933 0.31619986] [ 0.82507683 0.48730997 0.49556431 0.33573947 0.4369616 ] [ 0.25680287 0.55381617 0.46682355 0.81464837 0.44214671] [ 0.60925991 0.39314598 0.6070267 0.60620007 0.44388969] [ 0.55832165 0.61601433 0.40854082 0.6354047 0.45406058] [ 0.27040954 0.43839042 0.37707488 0.76603619 0.48743363] [ 0.40120115 0.6794949 0.38403336 0.76156415 0.57694404] [ 0.7440741 0.49375866 0.29057753 0.43545193 0.31604004] [ 0.69678339 0.47006555 0.38402079 0.71089443 0.41562213] [ 0.71071583 0.36901386 0.38033204 0.49527054 0.26242654] [ 0.31412825 0.46922058 0.37721488 0.69254463 0.57317519] [ 0.5058399 0.58613794 0.38865321 0.49189624 0.49820913] [ 0.41204318 0.59290785 0.53333505 0.70855028 0.59497085] [ 0.54591184 0.58723767 0.55442309 0.70813138 0.53141525] [ 0.39070639 0.44320094 0.50585904 0.68691649 0.39789708] [ 0.4984991 0.54411889 0.58104333 0.5658739 0.54708136] [ 0.57508841 0.58291516 0.53508724 0.61316625 0.41274863] [ 0.65142702 0.47007041 0.44104233 0.22068876 0.40385558] [ 0.75861344 0.3555989 0.49021954 0.29425737 0.4314887 ] [ 0.3675129 0.68257287 0.47111308 0.76621431 0.57189101] [ 0.51034262 0.49703603 0.56955308 0.80529958 0.4536373 ] [ 0.51272753 0.43901692 0.63252868 0.76981082 0.43986052] [ 0.55833519 0.38708654 0.5564019 0.60546745 0.424055 ] [ 0.81871242 0.55792383 0.50473756 0.3188794 0.45519514] [ 0.64242785 0.38475238 0.40471709 0.3877921 0.38104363] [ 0.80516246 0.52703307 0.48966118 0.19756116 0.47823213] [ 0.49133959 0.53029459 0.50059068 0.51153636 0.57078828] [ 0.69236113 0.54062421 0.40068465 0.42113488 0.34025195] [ 0.53862605 0.55521463 0.58667443 0.47130509 0.52061614] [ 0.53635349 0.45585509 0.48392611 0.58410376 0.61957539] [ 0.51326478 0.57339926 0.45828357 0.58963077 0.43076684] [ 0.54559965 0.52193549 0.53091057 0.4468127 0.43426226] [ 0.25806543 0.62503733 0.29841645 0.80964537 0.44004018] [ 0.30006205 0.75364385 0.2742487 0.81687495 0.56516717] [ 0.17200878 0.66894889 0.40954772 0.75343059 0.41933146] [ 0.59381938 0.37527981 0.49440074 0.48130284 0.44174497] [ 0.34766548 0.49280425 0.52040578 0.8396332 0.58186616] [ 0.75589163 0.30894986 0.42789868 0.38386346 0.45371015] [ 0.40117149 0.72214354 0.33785832 0.79683161 0.46181773] [ 0.39513901 0.58822828 0.56587446 0.65297928 0.36930342] [ 0.43850958 0.56167823 0.4327596 0.76488386 0.34449697] [ 0.35052617 0.61937426 0.48871308 0.74686714 0.54320887] [ 0.20346004 0.76204402 0.35153996 0.80153859 0.56315402] [ 0.37822349 0.6402058 0.45253314 0.69651324 0.39449095] [ 0.77183805 0.39327446 0.52846786 0.24413816 0.45069078] [ 0.45847744 0.52253749 0.40047529 0.54440516 0.53720082] [ 0.44367365 0.48845914 0.4596414 0.60021917 0.46674783] [ 0.36076808 0.49926075 0.50152616 0.59146336 0.57515057] [ 0.50305005 0.5923523 0.37944537 0.59067696 0.28647752] [ 0.7707365 0.54351997 0.56959279 0.40662166 0.43513651] [ 0.83073331 0.42604945 0.57006665 0.17444485 0.44324766] [ 0.43461022 0.41859233 0.56427898 0.74979988 0.43828408] [ 0.64172688 0.43149069 0.51339412 0.58161279 0.29559338] [ 0.71002873 0.33434294 0.48866765 0.46742313 0.29177198] [ 0.51458968 0.32328921 0.45412783 0.68295352 0.39964672] [ 0.16192826 0.60625246 0.4473688 0.92974609 0.54134753] [ 0.78923862 0.30009579 0.56548336 0.30566261 0.40954994] [ 0.59381938 0.37527981 0.49440074 0.48130284 0.44174497] [ 0.25469539 0.69159743 0.42492467 0.79963105 0.42663761] [ 0.72413647 0.39036604 0.65809496 0.65030949 0.2900817 ] [ 0.38943317 0.55854615 0.42045467 0.57884518 0.58010243] [ 0.36969448 0.50330874 0.60722557 0.68955052 0.4560009 ] [ 0.77909937 0.43793881 0.49466938 0.28594889 0.41294779] [ 0.74266875 0.34326553 0.56845095 0.26491587 0.44953868] [ 0.41661585 0.41543015 0.50393103 0.66456265 0.3922626 ] [ 0.23469938 0.58851413 0.48237402 0.81744084 0.68016866] [ 0.28252771 0.63640985 0.28704259 0.82660922 0.44933988] [ 0.86268053 0.44229224 0.47637933 0.24290529 0.37592528] [ 0.60777806 0.45850346 0.54510031 0.45213589 0.37022944] [ 0.46076289 0.51095833 0.57565463 0.73168557 0.37384191] [ 0.66562994 0.43000498 0.47659745 0.54042237 0.5236984 ] [ 0.5485375 0.47116388 0.51748854 0.67706534 0.38952384] [ 0.49445199 0.51926785 0.53892442 0.3684034 0.58643135] Progress: 37.1% ... Training loss: 0.546 ... Validation loss: 0.923[ 0.77178855 0.46417754 0.52932897 0.29701983 0.41425476] [ 0.11022035 0.58656958 0.43593988 0.74356183 0.67596466] [ 0.14270833 0.6073156 0.37960143 0.8376793 0.65818777] [ 0.53875905 0.55913392 0.46859136 0.58880085 0.37397245] [ 0.83303188 0.37031681 0.54708277 0.34170417 0.37006387] [ 0.14778141 0.74196646 0.35691724 0.80050055 0.49319477] [ 0.28551478 0.56813498 0.54014469 0.86053795 0.52087502] [ 0.73756406 0.45483685 0.38548797 0.38693022 0.34037185] [ 0.42410786 0.45848296 0.49976846 0.75130993 0.49766044] [ 0.30729669 0.59048683 0.45167858 0.76537897 0.41702072] [ 0.20682072 0.61890822 0.42326969 0.84254045 0.62713278] [ 0.47623846 0.60287472 0.54663364 0.67489187 0.54203956] [ 0.87963948 0.41155992 0.44232198 0.24302835 0.27321539] [ 0.53479588 0.39644067 0.54404689 0.52806319 0.32793218] [ 0.80102261 0.53233964 0.58494815 0.44776264 0.31897571] [ 0.34743097 0.60944472 0.40213834 0.60893485 0.43785751] [ 0.71520925 0.48442729 0.59635576 0.46431804 0.4394553 ] [ 0.38187777 0.53930269 0.5646618 0.55819477 0.63660889] [ 0.64007145 0.59100904 0.37354028 0.52855692 0.31865862] [ 0.57896624 0.48923192 0.34990511 0.60100416 0.45647809] [ 0.67581461 0.39537417 0.48342776 0.62164945 0.33338727] [ 0.68645535 0.53000957 0.49147559 0.53894901 0.32273776] [ 0.85341811 0.41513966 0.54195908 0.25911749 0.41331475] [ 0.18069183 0.5518641 0.48583963 0.83030314 0.49723384] [ 0.47934942 0.55731959 0.38233661 0.48737697 0.42961554] [ 0.74827433 0.38041798 0.60623515 0.34727867 0.42153581] [ 0.19172636 0.47650654 0.39683577 0.85270145 0.56599489] [ 0.70802821 0.55412647 0.52112681 0.43040097 0.43462375] [ 0.60217811 0.62412103 0.38631001 0.56678708 0.48065439] [ 0.44319111 0.53031463 0.34957154 0.53180057 0.47414646] [ 0.15304016 0.6686305 0.34061773 0.72863062 0.64246617] [ 0.29190748 0.66513546 0.46615726 0.71080431 0.48379576] [ 0.10966267 0.59667344 0.44296892 0.90593353 0.59258286] [ 0.26499106 0.44610923 0.34685549 0.80820194 0.45674228] [ 0.64237875 0.39098345 0.39213092 0.2161066 0.41693752] [ 0.31335313 0.50076788 0.58507774 0.69507818 0.48161658] [ 0.54178393 0.52921849 0.56821576 0.55153016 0.44746234] [ 0.74258599 0.34336974 0.61258745 0.24237466 0.44706946] [ 0.6363275 0.6083853 0.5123111 0.46197583 0.48186505] [ 0.58114449 0.47925249 0.40503985 0.36418375 0.48910196] [ 0.38787419 0.63564742 0.46655496 0.57325618 0.35671251] [ 0.60059711 0.51435712 0.36255938 0.56503291 0.44461284] [ 0.49451394 0.48944416 0.37862183 0.639907 0.42068943] [ 0.74519496 0.3135657 0.58164923 0.29785087 0.44261249] [ 0.55628855 0.61711681 0.40804948 0.63633852 0.45451353] [ 0.30966439 0.58777728 0.45934741 0.83215812 0.44263426] [ 0.31063325 0.53759376 0.6015178 0.7017306 0.41927241] [ 0.70072279 0.53951147 0.35637713 0.37224652 0.44067679] [ 0.66056127 0.51632927 0.31741998 0.50334099 0.35693891] [ 0.72794496 0.46415398 0.53522233 0.24565135 0.38568505] [ 0.47643341 0.69722923 0.30365806 0.61608225 0.32708125] [ 0.74698874 0.40774666 0.51027486 0.44651745 0.38800275] [ 0.51857867 0.51070531 0.44050204 0.38813341 0.53727424] [ 0.45513439 0.33752381 0.55742316 0.65618012 0.39036168] [ 0.34851191 0.58694554 0.55209222 0.67977592 0.59532117] [ 0.6134108 0.44385377 0.36531235 0.63401345 0.47327764] [ 0.27730351 0.55013032 0.51609933 0.86469181 0.47731797] [ 0.18580775 0.53889085 0.35148084 0.93135297 0.43031733] [ 0.66112495 0.44759396 0.55192292 0.33021495 0.37453115] [ 0.77510195 0.39307413 0.50124868 0.24630194 0.53981861] [ 0.46504731 0.61284433 0.37224897 0.61285875 0.47804716] [ 0.78968522 0.47363636 0.32992554 0.31003173 0.26259812] [ 0.57712984 0.56409938 0.61020265 0.54657492 0.45966025] [ 0.60570272 0.45179889 0.39823853 0.32830344 0.42485084] [ 0.51457034 0.32982388 0.54606733 0.48245026 0.47416787] [ 0.38639824 0.47470974 0.52818153 0.51338196 0.57767111] [ 0.82499096 0.38370399 0.436701 0.32221088 0.34089648] [ 0.7434977 0.53078506 0.60340847 0.25773962 0.50205721] [ 0.64908611 0.55792602 0.37602063 0.37014638 0.36137849] [ 0.30735048 0.73366018 0.36249399 0.82506391 0.52277367] [ 0.21444696 0.49245603 0.42805228 0.87751474 0.4318917 ] [ 0.54944131 0.56560167 0.50575123 0.54816397 0.38664557] [ 0.13817193 0.54874858 0.39502014 0.7899457 0.62867162] [ 0.46745548 0.51847296 0.41009491 0.52297534 0.43904789] [ 0.78844195 0.36658229 0.57643515 0.32295179 0.43981329] [ 0.52960866 0.5167024 0.41942395 0.56389585 0.53902909] [ 0.68026194 0.59654163 0.37875283 0.42087477 0.33938162] [ 0.70767477 0.3780568 0.446543 0.3158031 0.41844329] [ 0.59809224 0.48200247 0.3587987 0.42977468 0.33875716] [ 0.57373274 0.44969646 0.64996481 0.73066134 0.43588904] [ 0.51791149 0.56965856 0.44810272 0.60255903 0.590148 ] [ 0.69742801 0.67972295 0.30532248 0.58343763 0.37417589] [ 0.47194188 0.51156284 0.4756477 0.53329355 0.43541071] [ 0.45513439 0.33752381 0.55742316 0.65618012 0.39036168] [ 0.83849287 0.47521374 0.55933791 0.24270228 0.40107151] [ 0.19271731 0.52311667 0.52550113 0.81342404 0.63663903] [ 0.81770133 0.48740545 0.50813931 0.32840971 0.3834283 ] [ 0.106491 0.47761842 0.42993581 0.93478617 0.6249254 ] [ 0.70670695 0.55574276 0.460668 0.48191153 0.46988076] [ 0.41332787 0.61561657 0.47813234 0.45742435 0.34659086] [ 0.28817336 0.50212185 0.54132693 0.73370059 0.57527205] [ 0.22182013 0.76997612 0.31655557 0.79998442 0.48617834] [ 0.90582838 0.3772424 0.46358323 0.15827043 0.25998663] [ 0.19999393 0.69493829 0.48197743 0.76371991 0.637591 ] [ 0.6459078 0.55011655 0.40793939 0.52983555 0.40639991] [ 0.36911476 0.65915954 0.29973872 0.59742117 0.37100253] [ 0.63094044 0.55920332 0.50201809 0.34973148 0.46246855] [ 0.76668951 0.3080064 0.5130272 0.63633901 0.3648844 ] [ 0.78699534 0.55473964 0.51203438 0.5185614 0.39205121] [ 0.34045767 0.53563556 0.35839295 0.91973126 0.42021892] [ 0.48886474 0.49338136 0.28366847 0.54976677 0.28990446] [ 0.76053828 0.4224115 0.45842334 0.49103723 0.53239613] [ 0.26989568 0.54419975 0.53532881 0.80460053 0.54299787] [ 0.39982171 0.68042423 0.38357476 0.76198114 0.57738224] [ 0.63640359 0.47256955 0.45317453 0.30573496 0.33254206] [ 0.29851815 0.43999628 0.5183466 0.40428043 0.47206919] [ 0.57971727 0.59987728 0.43189477 0.46377132 0.32568718] [ 0.25630276 0.6742536 0.45385517 0.75406504 0.43289874] [ 0.6054949 0.503939 0.47212016 0.47446154 0.42490219] [ 0.61926713 0.52110749 0.3744362 0.48817869 0.49651706] [ 0.54126881 0.62107389 0.3396813 0.64901173 0.48591312] [ 0.43120637 0.50414773 0.55252078 0.51776983 0.55054894] [ 0.24922657 0.46528797 0.4549606 0.89355629 0.64218018] [ 0.58435142 0.55168528 0.60829946 0.53926227 0.47842553] [ 0.33125998 0.41727782 0.53515835 0.74300672 0.45238437] [ 0.54804372 0.40398775 0.64699301 0.30193907 0.40196389] [ 0.34744663 0.46711666 0.48523841 0.46026675 0.51024636] [ 0.34418032 0.67106901 0.40176197 0.61707506 0.58046068] [ 0.75094097 0.47687748 0.5034397 0.36153028 0.52235407] [ 0.60430419 0.42973158 0.51463275 0.31937752 0.47295739] [ 0.5052664 0.55669363 0.49020797 0.5009053 0.61713536] [ 0.17004828 0.57435193 0.35140501 0.92827611 0.65389024] [ 0.67321031 0.38313487 0.66267307 0.60253915 0.35319159] [ 0.31690252 0.66172887 0.49695078 0.5699198 0.39294588] [ 0.63516122 0.48810304 0.60702208 0.37269888 0.45387806] [ 0.54259096 0.49712097 0.48948662 0.47759904 0.45452546] [ 0.54275855 0.53782385 0.49332955 0.5995161 0.3617823 ] [ 0.51450626 0.66793117 0.34334965 0.64351703 0.44449195] Progress: 37.2% ... Training loss: 0.546 ... Validation loss: 0.921[ 0.60006639 0.41903946 0.38637861 0.48749503 0.54499164] [ 0.74103563 0.52767035 0.54903418 0.52652309 0.39684348] [ 0.59137968 0.47796547 0.45560449 0.74343269 0.33753148] [ 0.58863737 0.4153945 0.44738516 0.66505357 0.32344676] [ 0.80200193 0.32925234 0.58374893 0.36701695 0.43387726] [ 0.48107036 0.57141866 0.46959841 0.59194445 0.5815559 ] [ 0.76984199 0.38885042 0.60205762 0.36037201 0.41274852] [ 0.78020915 0.35370032 0.53139288 0.23238253 0.32774205] [ 0.49788798 0.44339908 0.45940013 0.58649007 0.38756652] [ 0.14417025 0.55660523 0.62552836 0.82330204 0.74808691] [ 0.31325587 0.46744975 0.41032908 0.76203201 0.57473991] [ 0.46234131 0.50567373 0.49507413 0.55550811 0.37913302] [ 0.39403199 0.54064408 0.64759947 0.72573224 0.56983423] [ 0.54052064 0.53963948 0.49175061 0.61864884 0.41449096] [ 0.71039703 0.4592017 0.51267154 0.45248733 0.39056471] [ 0.85235762 0.36395384 0.44352169 0.25876869 0.36876227] [ 0.14396387 0.67143255 0.36955406 0.86887627 0.42766158] [ 0.5218728 0.4532134 0.43187868 0.40627985 0.49870073] [ 0.23781057 0.61128528 0.39140458 0.91244747 0.43956982] [ 0.82476675 0.53189659 0.46702292 0.24458046 0.43766921] [ 0.572549 0.50170068 0.44770261 0.42824339 0.40078544] [ 0.66006085 0.60924533 0.38256217 0.44258929 0.39504369] [ 0.89496552 0.33248349 0.57302536 0.19454099 0.40743085] [ 0.54452686 0.51066285 0.4578482 0.51877351 0.47331288] [ 0.60544819 0.32496874 0.61175337 0.76048621 0.40499324] [ 0.54445887 0.40374248 0.39112918 0.27302166 0.44299012] [ 0.71977077 0.4949943 0.31761712 0.492592 0.38993219] [ 0.16978524 0.60521521 0.43498672 0.88461143 0.53885378] [ 0.75535143 0.49718282 0.53102752 0.40776704 0.37577083] [ 0.57730672 0.49980333 0.49664059 0.51857531 0.42886902] [ 0.83316053 0.33059924 0.56686986 0.18520028 0.44177369] [ 0.58601112 0.39744741 0.56996372 0.5725022 0.4802881 ] [ 0.20742664 0.49769086 0.51065357 0.7656335 0.53518069] [ 0.57289372 0.40729735 0.59795581 0.45739381 0.36111399] [ 0.90611311 0.37998479 0.42082133 0.30135509 0.26346029] [ 0.55111071 0.47197653 0.57124706 0.57582232 0.44203684] [ 0.27255521 0.69434753 0.34257613 0.72295354 0.49452542] [ 0.54647321 0.45397129 0.60564096 0.67654047 0.50346328] [ 0.70599181 0.47984775 0.55111615 0.33404166 0.41493716] [ 0.75030384 0.28515317 0.45515518 0.28710375 0.38398694] [ 0.81178273 0.26396169 0.6501032 0.15251818 0.42946604] [ 0.28396057 0.58801974 0.37360333 0.71283465 0.61586111] [ 0.62408804 0.41245595 0.49658413 0.74447006 0.45427194] [ 0.17067533 0.53021247 0.40439905 0.86223293 0.52305469] [ 0.54201413 0.61228722 0.3633543 0.70267826 0.5310204 ] [ 0.62712873 0.50831819 0.43790371 0.54141175 0.35146495] [ 0.33347742 0.6366135 0.39429651 0.59959617 0.39801219] [ 0.78198459 0.43431177 0.45052133 0.34600719 0.36467781] [ 0.55213622 0.55017795 0.38728398 0.52627416 0.45302694] [ 0.22113118 0.52585347 0.54912163 0.7192789 0.46022597] [ 0.73812263 0.52299151 0.39313953 0.49661564 0.33956674] [ 0.75713042 0.35687854 0.57674479 0.3713149 0.42464916] [ 0.62020349 0.59061644 0.46143863 0.39140336 0.52615066] [ 0.35926021 0.59033849 0.37626149 0.69662056 0.36642935] [ 0.73481239 0.50926506 0.41931186 0.19075443 0.35067074] [ 0.24133546 0.55525186 0.46121577 0.85888906 0.48074565] [ 0.13622014 0.60804368 0.44809297 0.86345596 0.61780782] [ 0.28364488 0.61336983 0.43730344 0.5928409 0.4256229 ] [ 0.55513496 0.46624416 0.4252663 0.39231311 0.44440993] [ 0.70972752 0.42114181 0.65586607 0.25838885 0.49148218] [ 0.42003109 0.53488976 0.39968239 0.80932663 0.3423225 ] [ 0.47326753 0.45610791 0.57432173 0.71888943 0.45362114] [ 0.52604955 0.54026529 0.45665552 0.61288319 0.39377102] [ 0.7714276 0.49642634 0.5644735 0.23855507 0.45822004] [ 0.44090093 0.49480184 0.29918725 0.75284272 0.39475821] [ 0.61568343 0.3381587 0.63253225 0.34740477 0.45125024] [ 0.58348689 0.55531344 0.52503916 0.49187528 0.33123148] [ 0.30599022 0.64038659 0.51250536 0.8781845 0.54358517] [ 0.79631829 0.52219458 0.48970975 0.63141638 0.42403242] [ 0.16992536 0.59403491 0.38732958 0.80144641 0.64093729] [ 0.29473456 0.64029026 0.31942485 0.81441195 0.5053329 ] [ 0.50706075 0.47107251 0.65443754 0.65396505 0.51227971] [ 0.13608905 0.72344927 0.43584242 0.81399076 0.51168651] [ 0.55348288 0.45110519 0.46256244 0.5813551 0.4146757 ] [ 0.08493033 0.50256698 0.4415482 0.92848378 0.63366237] [ 0.13765286 0.56864762 0.41050763 0.85207 0.53192684] [ 0.66045877 0.46614159 0.54772131 0.53714881 0.39924878] [ 0.60879771 0.54755351 0.40851379 0.48279582 0.44838265] [ 0.8836987 0.60283834 0.51078841 0.30443542 0.35865447] [ 0.57572688 0.52483133 0.48450637 0.58508264 0.59318844] [ 0.69107706 0.43221337 0.53555881 0.28747308 0.44305474] [ 0.45631626 0.33721708 0.55758197 0.65553218 0.39023651] [ 0.40806798 0.5930475 0.62100293 0.66614642 0.5920552 ] [ 0.63650645 0.57370177 0.30017283 0.57111432 0.32100822] [ 0.83399838 0.49921669 0.47522086 0.16800578 0.34907104] [ 0.82588279 0.46873917 0.57597475 0.33072691 0.41021459] [ 0.37171266 0.5298154 0.53400511 0.48823263 0.4228019 ] [ 0.61671203 0.4286838 0.63677846 0.39560385 0.44340138] [ 0.2108955 0.66366872 0.41753125 0.78236037 0.57693394] [ 0.47391203 0.49463233 0.37803584 0.7173715 0.47597835] [ 0.6840063 0.6120596 0.36992605 0.50541446 0.38348259] [ 0.75434392 0.41331931 0.44013315 0.15361564 0.38829262] [ 0.59006162 0.45820538 0.29933976 0.34632904 0.39820726] [ 0.72675159 0.59887177 0.53421981 0.57212905 0.38819859] [ 0.42212816 0.48944334 0.56811265 0.77232554 0.44781615] [ 0.83557056 0.56361923 0.63174732 0.38825957 0.36232666] [ 0.55363354 0.39628014 0.37535201 0.42968219 0.46903771] [ 0.22530182 0.61423033 0.49365211 0.82841003 0.54400478] [ 0.58517689 0.48392711 0.49554014 0.67959697 0.36321589] [ 0.4558823 0.60425293 0.55411415 0.61277439 0.50283363] [ 0.34815237 0.618901 0.54848236 0.70316682 0.48237735] [ 0.78360342 0.44414431 0.46296164 0.4610594 0.418042 ] [ 0.71007777 0.41302897 0.55923374 0.27473134 0.34904186] [ 0.68763675 0.49404837 0.422096 0.73645548 0.30571456] [ 0.50261473 0.50891627 0.41791902 0.34757485 0.40507618] [ 0.21845381 0.60900211 0.53791265 0.7138503 0.62971663] [ 0.20019544 0.55281667 0.53160886 0.87238186 0.69759587] [ 0.39057507 0.60693231 0.53709398 0.63471618 0.47559576] [ 0.71204411 0.39206634 0.56359234 0.33248395 0.42418566] [ 0.30990682 0.64719263 0.37669881 0.71928404 0.52759284] [ 0.87798912 0.31132382 0.46056113 0.13880374 0.34578182] [ 0.61134725 0.41533067 0.66224464 0.74135408 0.32921861] [ 0.55499534 0.51108644 0.55676937 0.37139099 0.54066846] [ 0.73486334 0.43842749 0.51997354 0.31391366 0.48737039] [ 0.39534407 0.45787889 0.41800032 0.71434478 0.38615505] [ 0.75853887 0.5224119 0.42967082 0.3550184 0.38685059] [ 0.42474254 0.53504228 0.47178669 0.86941927 0.41595632] [ 0.39689824 0.63000627 0.45385223 0.60025363 0.48593653] [ 0.36438707 0.50462036 0.43092312 0.86164775 0.47190568] [ 0.21715388 0.5099828 0.39563942 0.76670261 0.52009337] [ 0.63572002 0.40379018 0.54585132 0.66824773 0.4622946 ] [ 0.3016292 0.49148436 0.45400023 0.76918125 0.4279623 ] [ 0.74552368 0.56453051 0.57293474 0.46222045 0.45981864] [ 0.67350059 0.34913333 0.49931549 0.58936429 0.30346107] [ 0.32902378 0.69149576 0.34977368 0.80360428 0.49477891] [ 0.2073226 0.5501571 0.49837436 0.89292059 0.62448045] [ 0.14417025 0.55660523 0.62552836 0.82330204 0.74808691] [ 0.26529138 0.61315882 0.484817 0.81144361 0.60994307] Progress: 37.2% ... Training loss: 0.545 ... Validation loss: 0.918[ 0.69311792 0.5564382 0.5400121 0.49654218 0.38776777] [ 0.46619118 0.56609368 0.46612671 0.46809557 0.44427616] [ 0.56015078 0.57620145 0.52587278 0.65104364 0.42500328] [ 0.4207075 0.56577125 0.52879226 0.71894842 0.45453413] [ 0.5241101 0.51055985 0.49947811 0.78814352 0.41546136] [ 0.53483146 0.53280274 0.47086566 0.55302582 0.50023037] [ 0.61119392 0.46669252 0.47381803 0.65838244 0.30747579] [ 0.55260286 0.52376022 0.4906908 0.63259621 0.51838829] [ 0.64393387 0.46850523 0.55735593 0.64138676 0.43844678] [ 0.27699116 0.62734313 0.28935964 0.85580923 0.53264925] [ 0.77280408 0.37038384 0.44754929 0.29499174 0.39595328] [ 0.66748496 0.53662563 0.38461577 0.40754943 0.36075381] [ 0.39121849 0.47790813 0.42668216 0.78787448 0.45964316] [ 0.46174191 0.55551498 0.45550126 0.66493361 0.49227206] [ 0.38191008 0.53361852 0.43957892 0.51366463 0.48124021] [ 0.46295998 0.53625421 0.56482881 0.44436328 0.53826539] [ 0.40555182 0.48819096 0.5225568 0.63830638 0.53752238] [ 0.75944362 0.39359627 0.59754288 0.59697575 0.35404275] [ 0.45677906 0.56335702 0.50215635 0.80074065 0.41087186] [ 0.45197782 0.60549704 0.4062254 0.80698963 0.39710729] [ 0.11514272 0.61069098 0.39538442 0.88394268 0.49947318] [ 0.59501685 0.44636758 0.54234331 0.51242666 0.52142993] [ 0.83550694 0.52369072 0.53551195 0.30210122 0.38966225] [ 0.7420571 0.36189436 0.46365232 0.46010407 0.2924276 ] [ 0.30204662 0.51234906 0.60624933 0.85202481 0.49454629] [ 0.76059171 0.58013704 0.56676206 0.44946335 0.41197526] [ 0.54987856 0.48258224 0.49010673 0.59037568 0.42217917] [ 0.44590064 0.54966108 0.39203918 0.43949363 0.50009946] [ 0.55560883 0.59185093 0.50564614 0.60795567 0.44851623] [ 0.44938564 0.49416459 0.58160481 0.67447976 0.49434986] [ 0.72639614 0.39735812 0.64548744 0.34067832 0.4034564 ] [ 0.29508605 0.63096234 0.43343568 0.53893708 0.46711892] [ 0.66945888 0.51543619 0.4685032 0.34688659 0.43699743] [ 0.49422366 0.36535732 0.51387617 0.62243864 0.44812073] [ 0.63418786 0.50961448 0.39291926 0.58291701 0.51150494] [ 0.44722885 0.49724893 0.53206987 0.78243457 0.30583168] [ 0.66565242 0.55789179 0.56136069 0.4881535 0.46285396] [ 0.7230489 0.50727296 0.44326763 0.29088865 0.38237832] [ 0.44726182 0.42445905 0.58945635 0.57223217 0.46861426] [ 0.21449607 0.59959334 0.40443425 0.88811545 0.39331346] [ 0.78679884 0.37467499 0.48175313 0.24695235 0.42404595] [ 0.68354095 0.4349666 0.49827085 0.4617748 0.44811097] [ 0.39210881 0.56045843 0.38919718 0.65371881 0.50493483] [ 0.65689044 0.56020572 0.50649046 0.5528076 0.38617175] [ 0.33384726 0.6275078 0.41645501 0.68762755 0.38571263] [ 0.4035858 0.56653099 0.50002588 0.58266208 0.43047015] [ 0.60523621 0.4204053 0.46424078 0.52299249 0.3843836 ] [ 0.13508562 0.57614967 0.46856141 0.90143228 0.53979719] [ 0.25120021 0.73052182 0.32520134 0.79886965 0.59812615] [ 0.78361679 0.49474792 0.39146268 0.48557831 0.42686581] [ 0.90377115 0.37310772 0.55934498 0.13003055 0.38136151] [ 0.45486372 0.50492848 0.44787557 0.6324836 0.45300366] [ 0.30982388 0.46865103 0.38378952 0.72517279 0.54825449] [ 0.80830327 0.43498657 0.53497281 0.2675709 0.39708816] [ 0.38461092 0.54244528 0.59574454 0.74578398 0.43174652] [ 0.45200496 0.51522377 0.45487605 0.47536455 0.48741743] [ 0.6345522 0.34823132 0.5024729 0.26481118 0.50053189] [ 0.81083648 0.4838761 0.44074141 0.19638371 0.37626861] [ 0.26923065 0.59091084 0.39089074 0.81245225 0.57236568] [ 0.19933893 0.62778328 0.34254851 0.82000942 0.50000114] [ 0.49098485 0.60368363 0.45592582 0.4084727 0.38210673] [ 0.34039247 0.57293055 0.54576026 0.69565079 0.4319963 ] [ 0.66351469 0.42087236 0.54732752 0.30241048 0.54076067] [ 0.49560061 0.47026168 0.62486161 0.66602155 0.34473263] [ 0.28186954 0.55668777 0.49070215 0.86330241 0.55380321] [ 0.40377519 0.58667846 0.50731692 0.73545224 0.54948971] [ 0.374034 0.68294465 0.48418741 0.68988628 0.45531324] [ 0.28045071 0.58284926 0.35382651 0.8740564 0.46822272] [ 0.65304447 0.50810033 0.46397241 0.50391567 0.36252186] [ 0.78330336 0.44420744 0.5581347 0.25920003 0.38301272] [ 0.53784411 0.42772575 0.61416297 0.43407814 0.46301775] [ 0.27912322 0.70776163 0.44591802 0.77208259 0.41951422] [ 0.55824659 0.48115195 0.47331003 0.6865509 0.31665313] [ 0.79751803 0.33029971 0.57720744 0.28825629 0.33139286] [ 0.25651089 0.56599558 0.47921563 0.76500581 0.42520656] [ 0.44048061 0.58282322 0.52940329 0.65537738 0.4262156 ] [ 0.55871327 0.38540724 0.57625553 0.44357607 0.63475814] [ 0.14724014 0.6125337 0.36719596 0.8824148 0.5815383 ] [ 0.20001897 0.66402948 0.45530104 0.77334066 0.54060306] [ 0.50675689 0.47945342 0.49906099 0.56366074 0.48704348] [ 0.53259429 0.55758139 0.43343991 0.38052464 0.36967797] [ 0.17240612 0.63775629 0.41036342 0.89576702 0.51779028] [ 0.28007884 0.6517348 0.41766824 0.7630462 0.45347928] [ 0.66990261 0.51308208 0.53039641 0.54884731 0.38325386] [ 0.68359928 0.61245574 0.36976069 0.50554071 0.38363368] [ 0.67047539 0.63228312 0.34336306 0.54848116 0.41927976] [ 0.35940738 0.63026198 0.42767979 0.68075684 0.40186609] [ 0.26364987 0.65885058 0.36191931 0.74963225 0.44809328] [ 0.31377185 0.59277592 0.38946248 0.57835853 0.49707775] [ 0.70680273 0.38704869 0.66847034 0.65368406 0.29853687] [ 0.74018303 0.40890256 0.54931622 0.27232569 0.50187799] [ 0.81878944 0.45125274 0.59592006 0.29966337 0.44959279] [ 0.82623296 0.31066821 0.55495026 0.13125511 0.31883368] [ 0.34142558 0.68930354 0.4523411 0.72061657 0.58946121] [ 0.49482067 0.56312769 0.46943932 0.3878813 0.50882805] [ 0.80496857 0.45076883 0.53093477 0.27004006 0.39363896] [ 0.84483783 0.45228766 0.52246342 0.26044165 0.42667374] [ 0.70026219 0.55308137 0.4323781 0.41561656 0.39645506] [ 0.32628481 0.52079209 0.50483516 0.55058502 0.61112341] [ 0.17980864 0.68109864 0.52131836 0.73741772 0.62432059] [ 0.62424657 0.47297349 0.42194919 0.34062007 0.40012674] [ 0.3569368 0.58527545 0.34345224 0.69425801 0.53330735] [ 0.38435383 0.46589767 0.39483053 0.76136261 0.3761738 ] [ 0.76490919 0.40352147 0.41386155 0.14809708 0.2751107 ] [ 0.33408372 0.65100475 0.45936219 0.72333707 0.54326996] [ 0.19245717 0.54451323 0.50071896 0.83762708 0.56884122] [ 0.51432372 0.72431264 0.38760891 0.66377122 0.41840573] [ 0.51593375 0.4227467 0.38247861 0.59600113 0.48660259] [ 0.44298789 0.69122901 0.403984 0.7076822 0.41324588] [ 0.79435361 0.3207943 0.5980569 0.34827039 0.32470894] [ 0.55274296 0.40273532 0.68981988 0.57755372 0.50532085] [ 0.63375748 0.51002809 0.44111588 0.43157586 0.30357076] [ 0.3175134 0.54875776 0.46245043 0.78472774 0.64580663] [ 0.27639245 0.53215525 0.50973463 0.83269985 0.61162108] [ 0.57484061 0.55493163 0.43944071 0.54687177 0.51802617] [ 0.46357593 0.48992537 0.48910457 0.46338994 0.437003 ] [ 0.18466014 0.59238209 0.31583967 0.81599391 0.58407597] [ 0.23374735 0.69647513 0.28891011 0.79415 0.49402634] [ 0.66368452 0.4212843 0.54193843 0.44868107 0.41369121] [ 0.69456401 0.51939807 0.41214587 0.34447394 0.3896677 ] [ 0.6246857 0.48996625 0.4652193 0.54060874 0.51667749] [ 0.50990731 0.41669305 0.45943987 0.32348979 0.51956264] [ 0.41482041 0.39049235 0.53560892 0.78711559 0.48543481] [ 0.49326655 0.55595695 0.6079879 0.42333313 0.53160152] [ 0.66069207 0.44023342 0.58903371 0.28757282 0.51154335] [ 0.24256565 0.47379278 0.38981117 0.80155709 0.5090996 ] [ 0.24881401 0.62848283 0.47826982 0.87523052 0.62670272] [ 0.67490123 0.46873809 0.61581881 0.25221086 0.58704503] Progress: 37.3% ... Training loss: 0.545 ... Validation loss: 0.916[ 0.61058472 0.5280111 0.55036936 0.41329979 0.40225764] [ 0.39033828 0.56314442 0.38327958 0.64394911 0.37743333] [ 0.46468419 0.65210389 0.25766643 0.58683394 0.40875289] [ 0.79279461 0.40523618 0.53391044 0.2678399 0.35322746] [ 0.65604346 0.51057233 0.46340159 0.55047698 0.50357597] [ 0.51152474 0.37618069 0.48440124 0.4890616 0.47512562] [ 0.48082232 0.72742723 0.25804971 0.73428426 0.39126781] [ 0.18878592 0.66135466 0.51448454 0.90208582 0.51630663] [ 0.53593524 0.45775802 0.46073792 0.60246599 0.3553163 ] [ 0.55254107 0.59842231 0.27976206 0.58258567 0.33659404] [ 0.71642854 0.55920266 0.59782429 0.35662798 0.4304579 ] [ 0.74676222 0.41075827 0.35709358 0.37573864 0.48452128] [ 0.23328732 0.65923504 0.3668424 0.70286105 0.51042349] [ 0.39269839 0.64483769 0.47189942 0.71480163 0.47885918] [ 0.76849357 0.43469406 0.44820447 0.28320991 0.28872234] [ 0.40920733 0.546939 0.41293849 0.77536149 0.46916156] [ 0.49744544 0.52373308 0.50959459 0.5674293 0.43823366] [ 0.31887416 0.46851866 0.43855772 0.8410334 0.51095146] [ 0.63094347 0.4955528 0.45097252 0.61618186 0.49430988] [ 0.26844632 0.5623965 0.51516818 0.81266344 0.59445702] [ 0.45674014 0.48485366 0.39476658 0.64208554 0.47888837] [ 0.66725931 0.48328162 0.60423142 0.40122166 0.55216898] [ 0.68489187 0.36321993 0.52964195 0.28014247 0.5072106 ] [ 0.6461995 0.43216905 0.69587234 0.66084058 0.40818793] [ 0.51681914 0.52961782 0.42051748 0.66196861 0.57586834] [ 0.36805878 0.58816262 0.3634431 0.72116391 0.40653277] [ 0.30128434 0.60538182 0.64401021 0.79195521 0.58985625] [ 0.64921962 0.42440346 0.49083936 0.33189691 0.38739199] [ 0.51649923 0.4977665 0.63739688 0.3111113 0.6388152 ] [ 0.30577793 0.61568859 0.45247742 0.6424191 0.57199103] [ 0.83786051 0.38894676 0.50873219 0.21813093 0.32948825] [ 0.58936917 0.48272818 0.46997297 0.58813533 0.26514912] [ 0.59658388 0.56953833 0.53095923 0.50076591 0.3829095 ] [ 0.46804293 0.54671134 0.54943574 0.44081432 0.47487656] [ 0.45868287 0.74066043 0.36709496 0.59108643 0.49483218] [ 0.29101002 0.66459329 0.35518759 0.74318677 0.48042359] [ 0.39062206 0.65126171 0.42470477 0.78508842 0.56523807] [ 0.6503878 0.37061618 0.46059713 0.32200626 0.36374116] [ 0.67488699 0.43829882 0.49369501 0.42090306 0.40200642] [ 0.35798508 0.48864964 0.53613963 0.56736428 0.50832117] [ 0.33647594 0.58959862 0.50265419 0.63483035 0.63066695] [ 0.44335822 0.55453839 0.44595853 0.47078256 0.52591911] [ 0.73846532 0.57154079 0.39397498 0.47538931 0.34596168] [ 0.79226848 0.53945295 0.44009283 0.23305414 0.32920792] [ 0.25413951 0.6162397 0.53786841 0.82786703 0.5641864 ] [ 0.47897012 0.63859682 0.49118747 0.61710616 0.64449399] [ 0.37772235 0.67138513 0.3368611 0.79955714 0.49818805] [ 0.21000286 0.64635576 0.43868482 0.89272691 0.51897334] [ 0.32804405 0.69231601 0.34940776 0.80385165 0.49517088] [ 0.62334809 0.35451347 0.63690509 0.26564634 0.58706085] [ 0.44176038 0.43955935 0.481192 0.71422844 0.46331879] [ 0.40006654 0.46228363 0.37194652 0.54167538 0.49774905] [ 0.7343292 0.4920258 0.33257266 0.26939506 0.34889449] [ 0.33673794 0.54114359 0.54926875 0.65803891 0.60599388] [ 0.43785435 0.60689765 0.37586583 0.64417047 0.52915232] [ 0.38694872 0.56754901 0.45250523 0.70602251 0.4660635 ] [ 0.63010913 0.37249246 0.59670393 0.35762854 0.49066566] [ 0.2205825 0.61272922 0.44714138 0.89553793 0.64815283] [ 0.5889741 0.47361171 0.5843352 0.38735607 0.3743235 ] [ 0.35961023 0.56864648 0.49809661 0.77931734 0.41327295] [ 0.84217659 0.35399268 0.49733298 0.14732359 0.25780978] [ 0.45321257 0.54437229 0.5377858 0.80236232 0.43901793] [ 0.38673201 0.59251537 0.51009723 0.50934048 0.38489697] [ 0.54406462 0.40402138 0.39100529 0.27319825 0.44308299] [ 0.73290407 0.57468884 0.52320918 0.48724732 0.4409334 ] [ 0.68436827 0.57581884 0.45030265 0.43753836 0.31028251] [ 0.67260988 0.4592861 0.59071002 0.35304068 0.41174316] [ 0.63750526 0.58475763 0.44526696 0.53584355 0.42109412] [ 0.18087434 0.74212663 0.38430334 0.74520407 0.53646285] [ 0.37464899 0.61203779 0.49392324 0.69188751 0.61510409] [ 0.19604701 0.54557196 0.60942492 0.77194124 0.62747773] [ 0.5889741 0.47361171 0.5843352 0.38735607 0.3743235 ] [ 0.59191141 0.4209121 0.5280209 0.35626137 0.45345198] [ 0.70203875 0.47178159 0.50895848 0.34099804 0.36528776] [ 0.54270348 0.66012515 0.41878526 0.59694159 0.53356752] [ 0.80139434 0.54001112 0.3157762 0.474906 0.31306161] [ 0.63830721 0.45782598 0.51049632 0.64290161 0.34480918] [ 0.75174638 0.39072621 0.50097445 0.23569178 0.39233731] [ 0.81780977 0.52219181 0.48712424 0.35266693 0.37977294] [ 0.15484256 0.62940771 0.52538801 0.76821571 0.53085813] [ 0.33904107 0.52752963 0.52474885 0.55594375 0.66133067] [ 0.43282839 0.52533585 0.54718018 0.33632076 0.38159746] [ 0.33567764 0.56848314 0.52044099 0.73207363 0.40565458] [ 0.5626693 0.5136468 0.41515616 0.64264632 0.2787513 ] [ 0.43812672 0.57769355 0.58116705 0.57962062 0.48896197] [ 0.48423718 0.46334777 0.41547226 0.40159665 0.47343285] [ 0.61547834 0.51349622 0.44604603 0.40708671 0.45989327] [ 0.5443022 0.56945408 0.33755901 0.53196713 0.42025399] [ 0.60061164 0.44988235 0.61691502 0.36286715 0.53281719] [ 0.81662709 0.41558906 0.40657144 0.46789583 0.30919924] [ 0.13442343 0.58166702 0.5692987 0.86065433 0.63943749] [ 0.39493228 0.54170646 0.52514196 0.80458109 0.47204751] [ 0.56824242 0.46483062 0.38585543 0.47004679 0.37072327] [ 0.77055328 0.34619801 0.58951027 0.24965806 0.36336375] [ 0.35962807 0.51570558 0.50088944 0.7335276 0.38229275] [ 0.49791501 0.6767736 0.4581675 0.70117749 0.43153823] [ 0.50018495 0.42220083 0.47193236 0.59376334 0.47438134] [ 0.42363454 0.49067218 0.59189818 0.70997053 0.43097154] [ 0.56175667 0.4476908 0.43623126 0.54200139 0.368628 ] [ 0.52315533 0.52439649 0.39297687 0.41368898 0.47364043] [ 0.45414433 0.51754172 0.61157851 0.44606156 0.49098626] [ 0.80843011 0.37832989 0.46418369 0.26058801 0.26580926] [ 0.5321096 0.43847547 0.42050217 0.45119872 0.49713015] [ 0.29992948 0.4890549 0.54014519 0.82019977 0.5412319 ] [ 0.50634694 0.57620631 0.53984632 0.64143391 0.44796519] [ 0.33574935 0.5718354 0.59049949 0.80434266 0.5237723 ] [ 0.67159108 0.51076452 0.44436781 0.40832942 0.33595307] [ 0.69189945 0.35149186 0.65783614 0.55089733 0.36023392] [ 0.64104846 0.53004309 0.33353495 0.44505955 0.37844265] [ 0.68251885 0.42000056 0.56575816 0.29226548 0.41028999] [ 0.6782018 0.38860546 0.47113851 0.22605716 0.36718364] [ 0.49366529 0.49827192 0.52509735 0.50230112 0.60297333] [ 0.63286661 0.45153629 0.60131594 0.40349649 0.59248523] [ 0.19535524 0.77866129 0.31875891 0.84747577 0.5963885 ] [ 0.23508748 0.50579518 0.50128797 0.74462576 0.7397411 ] [ 0.13652859 0.52651974 0.4355182 0.89469794 0.57450643] [ 0.69098369 0.42642523 0.63139306 0.39525255 0.51593739] [ 0.38333683 0.46672183 0.39449238 0.76169406 0.37647876] [ 0.50287237 0.4726995 0.42578537 0.60994278 0.41156617] [ 0.25116007 0.63911015 0.39199307 0.78717884 0.53093049] [ 0.38469197 0.51997887 0.49637046 0.50981379 0.48542823] [ 0.60661685 0.46768082 0.60384266 0.5916003 0.46302429] [ 0.42584671 0.52329154 0.60163284 0.50494334 0.54567348] [ 0.81878395 0.34576808 0.58116395 0.30920614 0.39143644] [ 0.8741914 0.32820295 0.63931106 0.2357082 0.3421871 ] [ 0.28969251 0.66223044 0.43873385 0.75958042 0.47505685] [ 0.44097418 0.49203502 0.52037961 0.69021335 0.45733536] [ 0.80122706 0.39225482 0.55231167 0.2380763 0.44712794] Progress: 37.4% ... Training loss: 0.545 ... Validation loss: 0.913[ 0.16567211 0.54250548 0.41663866 0.91375541 0.51261934] [ 0.61598903 0.57057269 0.46263457 0.6285653 0.46238483] [ 0.217437 0.74420901 0.34723572 0.86956119 0.47219713] [ 0.46993263 0.52001171 0.44901774 0.58178654 0.39856214] [ 0.4016952 0.56760762 0.49953123 0.5838555 0.4308894 ] [ 0.28119796 0.58974996 0.51671423 0.81186105 0.6618862 ] [ 0.35018418 0.68271355 0.32647147 0.82885917 0.44230027] [ 0.6858389 0.44281541 0.37326955 0.38021741 0.32166879] [ 0.72719042 0.40796623 0.58139896 0.32983864 0.38436443] [ 0.23230365 0.6918254 0.37861808 0.67972788 0.44841041] [ 0.79452545 0.3844115 0.58033074 0.16344963 0.28787139] [ 0.82511017 0.31141225 0.55458629 0.13169396 0.31908058] [ 0.60193031 0.39214273 0.5463896 0.58729014 0.34788773] [ 0.31774907 0.5706539 0.45084666 0.85135291 0.55252714] [ 0.89334255 0.31328387 0.61952533 0.14638504 0.4130307 ] [ 0.82717113 0.36392814 0.66036846 0.19512405 0.41520756] [ 0.65405898 0.34956108 0.69579003 0.61775267 0.39703894] [ 0.27561084 0.60859693 0.41958151 0.86120668 0.49528677] [ 0.61429054 0.5028053 0.43846015 0.45103053 0.40296313] [ 0.45656212 0.44549712 0.49845854 0.63303689 0.37119897] [ 0.5097745 0.5816209 0.50787606 0.49828671 0.64755246] [ 0.5402234 0.48405556 0.4442795 0.62394395 0.2560225 ] [ 0.73564165 0.45747624 0.54033391 0.18956634 0.41343052] [ 0.27346104 0.51808403 0.56531746 0.75079769 0.36963953] [ 0.22207699 0.67701149 0.41495461 0.86285899 0.63293224] [ 0.73262206 0.43140009 0.38780331 0.33830848 0.42926609] [ 0.10601402 0.53123858 0.39037989 0.91355304 0.62068941] [ 0.12566019 0.57819484 0.45375598 0.8124158 0.5708626 ] [ 0.46260642 0.57192983 0.49843477 0.47568563 0.42628197] [ 0.83244484 0.47457253 0.56787037 0.20836527 0.42548491] [ 0.57436979 0.5503047 0.49303307 0.57353658 0.36818874] [ 0.44143323 0.40253888 0.39437163 0.55534891 0.51163515] [ 0.8083157 0.32655293 0.63080185 0.15782185 0.47178167] [ 0.87827282 0.39047485 0.51268699 0.21721222 0.34544984] [ 0.29850117 0.59236147 0.40806276 0.82512835 0.38590633] [ 0.56086512 0.48411249 0.47104649 0.63925385 0.50028907] [ 0.31837046 0.58288602 0.48802505 0.73392898 0.4103006 ] [ 0.38436156 0.52369868 0.40947104 0.61563503 0.47767386] [ 0.44126717 0.34829406 0.54132423 0.56365386 0.46017993] [ 0.50801495 0.53230269 0.50707998 0.65520397 0.46895469] [ 0.48836398 0.57494484 0.34024127 0.58786356 0.38992229] [ 0.67345305 0.34593136 0.69591277 0.47901657 0.46850103] [ 0.45591666 0.5067436 0.60011425 0.71930953 0.53257344] [ 0.71095786 0.44178978 0.55117338 0.34519497 0.43903859] [ 0.37552128 0.68961166 0.42231828 0.70518462 0.45491 ] [ 0.40775384 0.51153959 0.48414462 0.78703757 0.47921891] [ 0.65038811 0.40388078 0.61089158 0.60650607 0.43850638] [ 0.42731509 0.53713478 0.36649062 0.50890478 0.41248451] [ 0.83789479 0.42108785 0.56748063 0.21888176 0.40615039] [ 0.44850632 0.57842544 0.39490466 0.65221939 0.3049324 ] [ 0.30909156 0.54047164 0.55547057 0.72815418 0.5076074 ] [ 0.49308719 0.34202581 0.55421402 0.35158322 0.59586986] [ 0.58158888 0.39300398 0.49464544 0.37559443 0.51420426] [ 0.62331626 0.49720557 0.54444376 0.53248809 0.45102164] [ 0.65754522 0.44133682 0.46890371 0.29016282 0.43813028] [ 0.34374983 0.6345929 0.60678196 0.65483871 0.64743286] [ 0.89981229 0.30839121 0.52944474 0.13513753 0.38204767] [ 0.54016961 0.42997365 0.56051929 0.33367353 0.63408408] [ 0.56990759 0.58116415 0.46259653 0.5446558 0.55464514] [ 0.4830226 0.62136941 0.37638592 0.55962506 0.47601257] [ 0.21827965 0.74745026 0.29816793 0.82929328 0.58027765] [ 0.39764559 0.50162459 0.46354658 0.58531145 0.42964612] [ 0.71525306 0.48374989 0.61540484 0.59209704 0.37695635] [ 0.23792382 0.53829995 0.46122285 0.88149435 0.63010444] [ 0.44788814 0.46880639 0.59858818 0.36167624 0.51807419] [ 0.30089405 0.43659002 0.56187216 0.59091019 0.66619806] [ 0.61731489 0.40135076 0.6850713 0.52841533 0.43289435] [ 0.38846768 0.52797715 0.4441242 0.46598043 0.60607613] [ 0.68826489 0.39810728 0.6611976 0.38863745 0.52073746] [ 0.6354258 0.56094133 0.40762929 0.37010077 0.35108848] [ 0.3208661 0.66834008 0.35875663 0.73723051 0.50216944] [ 0.38436319 0.5201234 0.49631 0.51003671 0.4854808 ] [ 0.71764186 0.44007438 0.48222293 0.27788194 0.4119389 ] [ 0.39645092 0.54322807 0.52426809 0.76521349 0.5627383 ] [ 0.58852227 0.45220487 0.4537174 0.57155076 0.30395534] [ 0.75677178 0.63595968 0.38479686 0.59400348 0.41888705] [ 0.48998126 0.64507651 0.35228081 0.62503665 0.36786455] [ 0.53645242 0.53423781 0.57838153 0.52517209 0.48981119] [ 0.65683374 0.5063202 0.62193461 0.39536881 0.36628625] [ 0.35603349 0.65484592 0.5362633 0.61865096 0.5413825 ] [ 0.19614758 0.60107326 0.51366453 0.79262778 0.66667044] [ 0.51468729 0.45641706 0.53695546 0.33991857 0.53239566] [ 0.22293781 0.65098264 0.49746966 0.86022426 0.63400361] [ 0.68463226 0.48788501 0.56962704 0.48314875 0.44187008] [ 0.45180727 0.64313199 0.33805295 0.70821572 0.39461046] [ 0.64214368 0.47488534 0.6564807 0.30409153 0.48112694] [ 0.0926123 0.67840254 0.30848657 0.87803046 0.54536962] [ 0.58692673 0.47867887 0.60235248 0.48742554 0.41426059] [ 0.9055574 0.37716326 0.4636406 0.15841727 0.25992267] [ 0.62031183 0.50453337 0.51645196 0.37716902 0.48740881] [ 0.72495645 0.43579697 0.51509824 0.44435762 0.39149295] [ 0.53072651 0.57479647 0.51671441 0.67611468 0.39037309] [ 0.42739517 0.62017751 0.42450921 0.56678221 0.69118342] [ 0.61923603 0.54290372 0.49162957 0.32980924 0.5623298 ] [ 0.70263964 0.43760809 0.38061096 0.39005366 0.40198346] [ 0.25006327 0.48219394 0.3969321 0.60706438 0.77731816] [ 0.69988049 0.42176499 0.55922358 0.51193392 0.44952225] [ 0.50390203 0.47213782 0.42636374 0.58617256 0.28780451] [ 0.72656757 0.5489662 0.37284772 0.38666432 0.33700347] [ 0.56631623 0.52243566 0.51784073 0.67825436 0.4889823 ] [ 0.30268368 0.57893297 0.50822668 0.55161041 0.42261232] [ 0.68908569 0.42053244 0.48386671 0.3254484 0.31141094] [ 0.54516986 0.51344856 0.47922035 0.63287841 0.35014235] [ 0.7929316 0.29049076 0.65899246 0.1794613 0.42840676] [ 0.74737096 0.364995 0.6542248 0.38226773 0.46573972] [ 0.51863393 0.55499054 0.36137225 0.43057052 0.49628842] [ 0.26251025 0.65715167 0.37973013 0.77429569 0.50694756] [ 0.5579425 0.58892594 0.55083198 0.7151183 0.46914403] [ 0.63817248 0.47091884 0.48929121 0.42272154 0.55549669] [ 0.8809384 0.31303468 0.54524686 0.17982111 0.36797697] [ 0.23302288 0.43708739 0.40885884 0.6779144 0.67058851] [ 0.67216428 0.38427488 0.56761828 0.31515155 0.48620055] [ 0.66718475 0.49479482 0.49540466 0.35584504 0.430678 ] [ 0.61789407 0.56530483 0.44881255 0.47768582 0.60414951] [ 0.38570138 0.705397 0.41430357 0.64623764 0.48008981] [ 0.46113329 0.4073767 0.43653084 0.73522093 0.5700867 ] [ 0.53272175 0.47192598 0.42170514 0.65264305 0.33855815] [ 0.54697466 0.55310146 0.39705387 0.6128928 0.55626247] [ 0.81482947 0.37341031 0.60500328 0.23819775 0.43168651] [ 0.69899444 0.52632581 0.41215517 0.44262794 0.33663742] [ 0.90045605 0.41560824 0.48589768 0.18103576 0.39412067] [ 0.68779869 0.49438391 0.42195603 0.73626057 0.30586428] [ 0.62548431 0.48769623 0.39274041 0.42397398 0.30082605] [ 0.42604729 0.53445863 0.43536945 0.6548518 0.46232579] [ 0.19692737 0.64396203 0.5361248 0.73848425 0.70949958] [ 0.88831805 0.34191517 0.65312162 0.16449948 0.33256375] [ 0.29075889 0.5145085 0.40950377 0.76598345 0.38689013] [ 0.31061542 0.70466936 0.26307343 0.76695772 0.50133054] Progress: 37.4% ... Training loss: 0.544 ... Validation loss: 0.913[ 0.76935272 0.43335788 0.58245795 0.33021875 0.41451211] [ 0.85880823 0.37840235 0.51571361 0.12537736 0.376986 ] [ 0.58134468 0.55353454 0.59987757 0.47774547 0.48423893] [ 0.29634018 0.66861686 0.32081009 0.74092963 0.45158764] [ 0.45993994 0.42252817 0.49572134 0.79270168 0.45048363] [ 0.12466863 0.52487516 0.42755697 0.88275374 0.46965627] [ 0.33957261 0.5636941 0.39870181 0.62027213 0.5215697 ] [ 0.73198169 0.53459488 0.599898 0.41962447 0.4290468 ] [ 0.5734614 0.50347934 0.35698933 0.29963807 0.40739603] [ 0.19046208 0.70575464 0.31357419 0.88362141 0.48176973] [ 0.46116535 0.50766479 0.5027911 0.40906452 0.66603401] [ 0.3282379 0.50408233 0.43575391 0.57738666 0.75453387] [ 0.75895173 0.30383002 0.67534784 0.25339423 0.40203179] [ 0.35800721 0.69218321 0.35875122 0.7455598 0.36339561] [ 0.89302166 0.28113598 0.59704167 0.19760996 0.33657853] [ 0.36002426 0.65168044 0.50151813 0.66243894 0.54236898] [ 0.34560846 0.58498608 0.57562411 0.79656199 0.48226057] [ 0.61822305 0.46526742 0.53524085 0.32791598 0.55714274] [ 0.08513244 0.50335511 0.44116635 0.92836814 0.63407499] [ 0.66385034 0.57291334 0.47032717 0.53804338 0.33564499] [ 0.33581861 0.50875013 0.477813 0.70373383 0.52733446] [ 0.32792946 0.52781189 0.49044917 0.52813561 0.51279879] [ 0.74334848 0.40021515 0.50853538 0.15972336 0.33850224] [ 0.47382368 0.54310193 0.53505943 0.35094498 0.6349484 ] [ 0.74308161 0.37512437 0.62283613 0.25878437 0.43396666] [ 0.75747647 0.3483005 0.56290617 0.14576223 0.36014033] [ 0.42093425 0.59618531 0.33934882 0.63179337 0.49050677] [ 0.68493014 0.48812712 0.46337928 0.52113689 0.27912404] [ 0.48866736 0.55227859 0.44542283 0.7829808 0.38338687] [ 0.80250818 0.35183792 0.50380179 0.23969224 0.32143426] [ 0.61170476 0.52758363 0.5849 0.44102082 0.39513792] [ 0.65547706 0.58880426 0.51772414 0.46924817 0.42976294] [ 0.25027878 0.63811247 0.34600352 0.86899785 0.55912032] [ 0.51110684 0.38668646 0.66562004 0.6271979 0.51107645] [ 0.69843265 0.65679547 0.5092285 0.39351243 0.4228342 ] [ 0.70195954 0.33020974 0.65117711 0.25902023 0.56465031] [ 0.58791637 0.41835957 0.60607333 0.70283319 0.45314406] [ 0.69909646 0.46722673 0.58356562 0.42642084 0.41241849] [ 0.40974483 0.5936026 0.4520924 0.77413906 0.31206553] [ 0.58074473 0.41543565 0.46679976 0.37723977 0.46038207] [ 0.73865814 0.39707709 0.37637577 0.47355107 0.46699294] [ 0.3703897 0.43399393 0.5382272 0.47896134 0.60076626] [ 0.48211492 0.61510291 0.50151219 0.75809835 0.5281764 ] [ 0.1115185 0.64253872 0.34931871 0.89016418 0.55465205] [ 0.66410754 0.4180524 0.50128825 0.41364332 0.28487262] [ 0.42769108 0.65097065 0.37929447 0.72306555 0.46760036] [ 0.38177417 0.44382312 0.67158314 0.74809779 0.50417883] [ 0.66293172 0.47134104 0.46485482 0.52571287 0.46415654] [ 0.71114124 0.45620307 0.40774809 0.34403598 0.32349575] [ 0.71541861 0.46832522 0.41655843 0.33855665 0.31123396] [ 0.27138305 0.57737838 0.4945545 0.85081678 0.49135866] [ 0.1885846 0.67254414 0.55664899 0.86083556 0.68532391] [ 0.4744693 0.55209312 0.54593705 0.51464243 0.45706533] [ 0.69413725 0.4496222 0.58569691 0.42634549 0.50081953] [ 0.46566882 0.58699998 0.36646087 0.64807834 0.53763728] [ 0.67914827 0.57330883 0.41889638 0.65981411 0.42506498] [ 0.20159968 0.5799705 0.46595521 0.79872543 0.50656362] [ 0.49929794 0.66150577 0.34926588 0.76318866 0.45135647] [ 0.17713958 0.57185909 0.34894209 0.78227042 0.49076017] [ 0.80397878 0.43266458 0.5076098 0.42861883 0.39902244] [ 0.58874026 0.43857331 0.60350582 0.64994376 0.40231499] [ 0.42115368 0.62220828 0.44207875 0.63832762 0.66816165] [ 0.20859167 0.61023986 0.36986922 0.89236083 0.55989972] [ 0.37766683 0.69556569 0.44881449 0.72258348 0.6132002 ] [ 0.24907864 0.67911507 0.49011202 0.70867344 0.43459894] [ 0.60148426 0.53345998 0.59840571 0.57904174 0.47198991] [ 0.51660378 0.52861334 0.58348998 0.73473302 0.41861416] [ 0.7192292 0.46120614 0.50015821 0.22368483 0.512313 ] [ 0.27249528 0.62580439 0.43460401 0.82138321 0.46981353] [ 0.61887384 0.56489184 0.44897825 0.47713402 0.60402264] [ 0.66806837 0.59187717 0.57043452 0.53134728 0.4627461 ] [ 0.68533063 0.45027674 0.4826564 0.29818309 0.33244327] [ 0.57511368 0.55824671 0.24940001 0.60553357 0.39188747] [ 0.5053834 0.50474644 0.51289381 0.77699474 0.37199335] [ 0.52320277 0.47289921 0.48641962 0.4984861 0.4969948 ] [ 0.40360868 0.51439312 0.39856274 0.66936438 0.53336635] [ 0.31225015 0.40703224 0.51369065 0.70612865 0.59227627] [ 0.46625544 0.61589074 0.52727973 0.66947827 0.46535415] [ 0.65021084 0.46346777 0.44593745 0.55538884 0.46990539] [ 0.90334825 0.3229718 0.55091247 0.12297076 0.3754937 ] [ 0.38998484 0.53686146 0.51324564 0.83581156 0.45154163] [ 0.52523181 0.41042289 0.51995303 0.42839206 0.48490618] [ 0.73454382 0.45071419 0.51018621 0.45603405 0.47153777] [ 0.69416061 0.48427149 0.39992387 0.30604437 0.34853026] [ 0.58234199 0.69181683 0.39255442 0.61399741 0.39696635] [ 0.76669175 0.45020904 0.36485896 0.34956509 0.33128245] [ 0.76991251 0.28210218 0.5944103 0.5714657 0.37407364] [ 0.84091957 0.35977606 0.38046896 0.24275354 0.3937443 ] [ 0.87277124 0.38035656 0.4526129 0.1352581 0.26133828] [ 0.81196383 0.34741523 0.58179769 0.18397051 0.45191873] [ 0.26569946 0.54016962 0.41612902 0.75734949 0.61842564] [ 0.52165697 0.51761851 0.51683862 0.43709744 0.41178093] [ 0.70611756 0.36934969 0.50425618 0.25956185 0.4433138 ] [ 0.63174978 0.47118624 0.38547195 0.48412111 0.33135174] [ 0.63087945 0.41380464 0.54200483 0.54612068 0.43442894] [ 0.43695018 0.66449626 0.30576093 0.64279627 0.39863888] [ 0.77216583 0.45117495 0.50765884 0.32892109 0.50200053] [ 0.23994632 0.59409418 0.42534002 0.90580424 0.52524908] [ 0.46752923 0.49829998 0.5851317 0.5872381 0.63753298] [ 0.55392462 0.5137687 0.45880738 0.59474446 0.4591613 ] [ 0.49333387 0.663377 0.50688794 0.53243437 0.37080979] [ 0.72264109 0.40610807 0.5990005 0.58868602 0.36326211] [ 0.82572243 0.59613427 0.29484093 0.49761354 0.28568871] [ 0.18689369 0.58392295 0.43080849 0.86734721 0.51067667] [ 0.59240708 0.43805755 0.64309342 0.63623106 0.48303194] [ 0.44357498 0.51653194 0.50644047 0.37977806 0.41323336] [ 0.78124159 0.44603307 0.65188552 0.34524048 0.4164688 ] [ 0.36148282 0.53227169 0.45857209 0.70610865 0.60271495] [ 0.2220992 0.53527924 0.60386664 0.70722011 0.66502894] [ 0.75106276 0.44653225 0.48838558 0.384525 0.31192171] [ 0.22411626 0.60817564 0.40639535 0.75360252 0.43851826] [ 0.68605704 0.49733584 0.60909999 0.31924272 0.46582521] [ 0.70064457 0.53344043 0.45439024 0.25093855 0.36450793] [ 0.64251697 0.4871412 0.66314734 0.58217746 0.40835061] [ 0.77510624 0.40397147 0.52026542 0.22525344 0.32770876] [ 0.58841272 0.45851677 0.50055438 0.63464784 0.3461535 ] [ 0.52506967 0.37294112 0.45420521 0.44457691 0.54369554] [ 0.20103624 0.58836442 0.38612601 0.89693978 0.49232046] [ 0.67329065 0.44796422 0.36959994 0.50785364 0.3128691 ] [ 0.70195954 0.33020974 0.65117711 0.25902023 0.56465031] [ 0.76868067 0.34743524 0.58895605 0.25084012 0.36378602] [ 0.70867003 0.26907472 0.58367742 0.24106051 0.36311448] [ 0.8306818 0.39600909 0.58038624 0.18568518 0.3507752 ] [ 0.64176763 0.6026242 0.46585266 0.54819797 0.36872307] [ 0.5241884 0.47709825 0.41624218 0.5297669 0.4843388 ] [ 0.60578329 0.50022384 0.4238166 0.48223802 0.43937797] [ 0.81662051 0.41613961 0.56284656 0.26600127 0.32812759] [ 0.21725621 0.59753961 0.52805794 0.76480226 0.52285894] Progress: 37.5% ... Training loss: 0.544 ... Validation loss: 0.910[ 0.76124162 0.44712367 0.5689366 0.2614318 0.50068098] [ 0.59628969 0.37134883 0.46680003 0.33906855 0.36288674] [ 0.10835909 0.66219021 0.41596028 0.89070778 0.60486444] [ 0.6121873 0.60981917 0.5017599 0.50445482 0.49150514] [ 0.49778848 0.5274384 0.36818064 0.47511584 0.49326475] [ 0.85397053 0.43845112 0.58882069 0.21737682 0.39592056] [ 0.86623573 0.37526221 0.657447 0.16201731 0.45447291] [ 0.48062383 0.54112586 0.38810249 0.49333913 0.32520133] [ 0.89128512 0.41037187 0.5121281 0.2083561 0.34478819] [ 0.54815828 0.49881362 0.47453443 0.35706202 0.42567923] [ 0.48181915 0.49372635 0.59069106 0.75553131 0.35888487] [ 0.86085132 0.46762202 0.5710758 0.32630559 0.31238419] [ 0.66968151 0.53656614 0.49017374 0.25211631 0.38939556] [ 0.87779884 0.44434528 0.60227245 0.13005471 0.36812751] [ 0.3992858 0.50266182 0.42577918 0.48703858 0.51759196] [ 0.54555061 0.60348005 0.47180941 0.60573957 0.45590925] [ 0.28199855 0.47311953 0.51888079 0.81265648 0.54381376] [ 0.78926849 0.55264919 0.31217312 0.58736343 0.35388981] [ 0.7518204 0.37612056 0.54471336 0.25966429 0.49371765] [ 0.64182676 0.51997066 0.3856775 0.48937494 0.49786996] [ 0.45558933 0.46208752 0.63887078 0.59572156 0.39240722] [ 0.24854552 0.6926047 0.41741445 0.86205057 0.5117877 ] [ 0.29383461 0.63822832 0.43041448 0.70868478 0.4857847 ] [ 0.63917899 0.44094424 0.52837216 0.3753071 0.29660781] [ 0.38676726 0.57187044 0.49975925 0.70676191 0.38629427] [ 0.42610701 0.33405374 0.47383562 0.65439855 0.46469004] [ 0.57449101 0.4089933 0.49850285 0.67660842 0.34369853] [ 0.17983189 0.60428923 0.39815941 0.77828251 0.61618409] [ 0.62384561 0.48438732 0.5832892 0.67858588 0.3514263 ] [ 0.77592277 0.44409954 0.67207104 0.34423981 0.35251891] [ 0.22969581 0.5732842 0.45343552 0.87810848 0.66369091] [ 0.68041357 0.537396 0.42583134 0.53747485 0.39189568] [ 0.20626579 0.49549666 0.45349939 0.74829664 0.47255846] [ 0.5688984 0.56329983 0.38745343 0.47662416 0.43377781] [ 0.39286221 0.5573012 0.50099961 0.71105727 0.33984115] [ 0.40238319 0.65603326 0.39161147 0.65044179 0.43013851] [ 0.87434661 0.33202521 0.51175651 0.21600978 0.3397681 ] [ 0.2222256 0.61018144 0.41873396 0.83719747 0.46498206] [ 0.72451799 0.41984393 0.60452347 0.24847059 0.37078792] [ 0.75961446 0.34485996 0.59972542 0.1107355 0.37126885] [ 0.49215437 0.52203269 0.53500495 0.51950794 0.54308139] [ 0.11802307 0.61528169 0.48738191 0.83692362 0.49451412] [ 0.59099482 0.5751618 0.50540573 0.49818724 0.57396325] [ 0.34662426 0.60730339 0.54681999 0.67840099 0.5335327 ] [ 0.17683467 0.56149967 0.58634144 0.84787904 0.65539303] [ 0.22703524 0.59785938 0.32534431 0.75067473 0.50803928] [ 0.81933545 0.31558853 0.54211335 0.18380193 0.40880616] [ 0.65631621 0.45684411 0.47361924 0.62273858 0.40651737] [ 0.15740556 0.53908433 0.49123244 0.77778673 0.65619892] [ 0.45786165 0.45152012 0.36634433 0.52887393 0.45368132] [ 0.57602081 0.43976351 0.57693769 0.30594256 0.61494049] [ 0.27350712 0.63087333 0.39261501 0.87764645 0.51503511] [ 0.3235132 0.62935701 0.52800664 0.6079299 0.55712131] [ 0.71955214 0.49560939 0.31737128 0.49236813 0.39022967] [ 0.82814612 0.39563871 0.49980508 0.21673187 0.37763104] [ 0.53725403 0.38163484 0.51123427 0.33025127 0.59932211] [ 0.34595429 0.61584243 0.53000478 0.74344723 0.48516284] [ 0.27479227 0.70160908 0.42087246 0.7106359 0.3954613 ] [ 0.42524662 0.56016238 0.40318864 0.60658842 0.50734414] [ 0.73959799 0.3706515 0.51798125 0.4259478 0.39238384] [ 0.840401 0.39017349 0.54213347 0.32069389 0.39327429] [ 0.65253784 0.59469694 0.4517071 0.42781894 0.54996199] [ 0.55631311 0.6168058 0.47562815 0.59366526 0.46060113] [ 0.58882148 0.5795181 0.55515832 0.5993768 0.44112079] [ 0.27211952 0.65139589 0.34328407 0.79845347 0.57955256] [ 0.65937921 0.60700601 0.46652029 0.45313589 0.43059263] [ 0.80071913 0.5018485 0.54315051 0.18639245 0.43586566] [ 0.59603959 0.42455452 0.61831529 0.30677846 0.5471049 ] [ 0.29189249 0.53795921 0.39352997 0.8516828 0.45861813] [ 0.38805322 0.51756063 0.53379431 0.6533609 0.57716804] [ 0.10332383 0.68486462 0.42963836 0.92648782 0.48801355] [ 0.52355734 0.49226384 0.40338445 0.3586713 0.3598754 ] [ 0.82765278 0.36083963 0.53548103 0.23793953 0.39180507] [ 0.75061836 0.53014236 0.61279458 0.49072964 0.39707193] [ 0.40032298 0.49815835 0.32837096 0.62012869 0.52132498] [ 0.55086025 0.57507243 0.48478165 0.57868444 0.454411 ] [ 0.43703299 0.5769577 0.51817421 0.56997457 0.4326052 ] [ 0.6208784 0.4347387 0.37463604 0.47868336 0.63097272] [ 0.46079439 0.40762322 0.43642539 0.73527027 0.57018946] [ 0.42274868 0.48845653 0.53266621 0.53073222 0.55516773] [ 0.46004841 0.5884018 0.53084146 0.78888561 0.45631124] [ 0.43417191 0.63367559 0.40457048 0.62522095 0.52409244] [ 0.35084331 0.58649893 0.57642907 0.51621394 0.4315097 ] [ 0.621754 0.39761776 0.59399906 0.36114366 0.5149241 ] [ 0.84136428 0.45929485 0.53201244 0.36146368 0.39241006] [ 0.4173768 0.54757418 0.39580519 0.62164379 0.56992624] [ 0.41080869 0.58926073 0.42883604 0.54682949 0.52451681] [ 0.74564023 0.40242159 0.56943508 0.29048033 0.43910419] [ 0.61373407 0.48437002 0.66922139 0.4046382 0.45903733] [ 0.48031704 0.43909521 0.50130617 0.6824857 0.54718907] [ 0.42229725 0.60309562 0.4369316 0.71483844 0.55256845] [ 0.1835121 0.67519328 0.43355282 0.90166699 0.56173841] [ 0.3673133 0.56448931 0.42604442 0.71282601 0.50272689] [ 0.36163551 0.64052907 0.4260561 0.6720045 0.40615799] [ 0.87743774 0.39925142 0.29018745 0.24822839 0.29266288] [ 0.52699043 0.41848675 0.46499654 0.67172792 0.35453505] [ 0.57730961 0.50031747 0.43080587 0.47681011 0.43377041] [ 0.65512148 0.35339722 0.42083661 0.44467308 0.45500331] [ 0.82074798 0.40112733 0.51141134 0.45590675 0.383525 ] [ 0.14193217 0.65144497 0.42553909 0.93010567 0.59275133] [ 0.74951967 0.44688842 0.52212093 0.23430122 0.43600603] [ 0.39463551 0.58656606 0.48894001 0.73482975 0.58094063] [ 0.82814612 0.39563871 0.49980508 0.21673187 0.37763104] [ 0.80460633 0.3012086 0.42158845 0.26247716 0.2947482 ] [ 0.82102747 0.38815523 0.62023192 0.21598522 0.4274942 ] [ 0.66603456 0.5703374 0.37651537 0.45330719 0.53528906] [ 0.45627931 0.5720026 0.51858753 0.57692113 0.60010124] [ 0.47985899 0.49859128 0.40525212 0.62500917 0.45566124] [ 0.46634447 0.572343 0.42643144 0.74213393 0.43664235] [ 0.30024714 0.57072041 0.47514288 0.77166375 0.36694833] [ 0.40854846 0.54731659 0.36803592 0.5254056 0.49688572] [ 0.66226378 0.43249239 0.46028921 0.41158191 0.49086122] [ 0.43108699 0.37443832 0.54930857 0.66384805 0.55815566] [ 0.65734664 0.45431905 0.38943838 0.26615937 0.42909542] [ 0.58061525 0.55179913 0.42446636 0.33231059 0.36322917] [ 0.90370009 0.27655834 0.59035656 0.12106873 0.35460842] [ 0.35116264 0.53195987 0.32765106 0.71908245 0.40210958] [ 0.60154599 0.51133597 0.4530453 0.24474683 0.38955176] [ 0.69511547 0.59332971 0.38793945 0.45052325 0.36532665] [ 0.29086715 0.51476648 0.40939516 0.76578051 0.38701119] [ 0.68459126 0.53117783 0.49097472 0.53979213 0.32314336] [ 0.19418471 0.48703103 0.3742487 0.79684349 0.53873606] [ 0.73216618 0.57516342 0.52299316 0.48767063 0.44113228] [ 0.84894171 0.35066819 0.51868589 0.30363241 0.3543542 ] [ 0.55585722 0.42795635 0.46630319 0.53075404 0.2869007 ] [ 0.50083296 0.43150241 0.39989911 0.55733978 0.58281737] [ 0.66837022 0.51002187 0.45700819 0.30982408 0.40526233] [ 0.49778848 0.5274384 0.36818064 0.47511584 0.49326475] Progress: 37.5% ... Training loss: 0.544 ... Validation loss: 0.905[ 0.35207077 0.48014617 0.47375755 0.69836458 0.3797552 ] [ 0.77954327 0.36509731 0.60070654 0.22560242 0.40373222] [ 0.75145208 0.46887679 0.57440171 0.36590525 0.35163458] [ 0.8284191 0.36026052 0.53574162 0.23740565 0.39158201] [ 0.44000631 0.55082432 0.58855702 0.62920528 0.56114217] [ 0.70879333 0.47445487 0.42382034 0.30846816 0.42543834] [ 0.68874304 0.52491396 0.46578055 0.55839458 0.44111903] [ 0.30482442 0.66391477 0.22913805 0.76184097 0.46755725] [ 0.23019721 0.4289116 0.45592106 0.86248545 0.66741855] [ 0.16508102 0.60569224 0.44224141 0.77243468 0.6159381 ] [ 0.41351053 0.51978885 0.53302098 0.70729691 0.51051414] [ 0.51771452 0.38615566 0.55405109 0.55230564 0.35148223] [ 0.93064579 0.42212829 0.54083765 0.08528834 0.31944181] [ 0.68843757 0.4205898 0.4838485 0.32575393 0.31141298] [ 0.54362775 0.40059958 0.40068995 0.49075594 0.51558456] [ 0.52833802 0.51735063 0.55394655 0.73811096 0.42545576] [ 0.44116008 0.52615145 0.58070446 0.72410047 0.52784838] [ 0.6689313 0.46121922 0.58991124 0.35521755 0.41238348] [ 0.58340697 0.4212862 0.4348846 0.60675977 0.30725425] [ 0.71771378 0.47194141 0.43762081 0.4772431 0.36011853] [ 0.20891835 0.672627 0.37022191 0.74580366 0.49756655] [ 0.31774838 0.57075753 0.60292207 0.79568209 0.59762775] [ 0.12811811 0.50475582 0.40091911 0.88022239 0.62130549] [ 0.1875858 0.72154085 0.32046702 0.84707235 0.62686719] [ 0.80816959 0.37231138 0.58367786 0.34317005 0.40692797] [ 0.55673337 0.43458269 0.4627595 0.47601843 0.4789503 ] [ 0.60503644 0.48375605 0.65051718 0.68110683 0.43633304] [ 0.09574455 0.60633958 0.46656151 0.9137266 0.6000613 ] [ 0.45212716 0.57808303 0.44897539 0.59901087 0.42475953] [ 0.58175965 0.55072094 0.37480064 0.40428477 0.3188841 ] [ 0.19621503 0.65239889 0.30837636 0.78892405 0.52945621] [ 0.49233759 0.55601721 0.5559088 0.54750028 0.39558478] [ 0.18070339 0.63206631 0.45523942 0.88339921 0.45688059] [ 0.32775935 0.58909985 0.45076841 0.56407366 0.46562725] [ 0.24414227 0.50857163 0.50256012 0.55003048 0.67780367] [ 0.37033835 0.58297556 0.37238804 0.56274455 0.48334889] [ 0.21646916 0.40406627 0.54284828 0.84085694 0.63874936] [ 0.52936943 0.52435185 0.37742665 0.47463908 0.49895379] [ 0.63685815 0.47670615 0.50325434 0.39777474 0.42912212] [ 0.54769651 0.54679179 0.44354886 0.60101444 0.35395662] [ 0.13857203 0.65239009 0.37874546 0.92035258 0.45256733] [ 0.4608205 0.64920692 0.51840723 0.65447646 0.61061092] [ 0.22975792 0.60671543 0.53875365 0.79240476 0.41839289] [ 0.77816633 0.49441631 0.59212808 0.25875696 0.3659046 ] [ 0.88814707 0.47883166 0.5111074 0.35578682 0.28051319] [ 0.36715635 0.56286817 0.37079263 0.78996872 0.40461531] [ 0.50797761 0.55862294 0.56948362 0.58398848 0.32225539] [ 0.54124699 0.49984899 0.40297436 0.43159067 0.54043401] [ 0.58597488 0.45185671 0.58158723 0.30088352 0.60610784] [ 0.63230745 0.3490554 0.50210773 0.26607514 0.50076162] [ 0.81903479 0.40420853 0.5843959 0.18694355 0.4449156 ] [ 0.64658449 0.46383653 0.54598326 0.35200546 0.39212929] [ 0.52384224 0.50583735 0.39755435 0.46797944 0.44441046] [ 0.17422942 0.54367556 0.53552635 0.91213444 0.66335222] [ 0.74890844 0.50652675 0.44055878 0.24666184 0.49635862] [ 0.66916768 0.4527289 0.50795817 0.33378543 0.3306258 ] [ 0.4050517 0.53786909 0.3788267 0.76546295 0.52820338] [ 0.47671403 0.63675889 0.52379492 0.53322559 0.46768743] [ 0.35748381 0.67804236 0.40678516 0.85021055 0.556995 ] [ 0.38749913 0.41696337 0.44608886 0.59850401 0.46512798] [ 0.50257129 0.45397592 0.50627559 0.37472441 0.54425017] [ 0.38657647 0.51853657 0.53337946 0.65410045 0.57752733] [ 0.72077514 0.28621502 0.43406673 0.31920238 0.45585335] [ 0.26120353 0.52700129 0.5370466 0.74404182 0.64467107] [ 0.29467496 0.66034365 0.49892046 0.51888535 0.65299776] [ 0.37383938 0.48079809 0.44201172 0.5515965 0.4814066 ] [ 0.84922645 0.42559842 0.46139734 0.22122553 0.3889769 ] [ 0.46000409 0.51217197 0.56724236 0.82231743 0.52917734] [ 0.46447869 0.48371107 0.47849869 0.78475143 0.45695666] [ 0.43313764 0.46785076 0.47338671 0.49596816 0.56926157] [ 0.2971285 0.51564245 0.53469153 0.72352625 0.43176254] [ 0.81528723 0.57171225 0.41611124 0.34553907 0.26515057] [ 0.38349567 0.53900155 0.52838549 0.80715284 0.52283245] [ 0.76997981 0.52594435 0.34510653 0.54807538 0.41854073] [ 0.63080645 0.5119544 0.56941793 0.52045261 0.45466286] [ 0.4023656 0.48560656 0.51060524 0.79266043 0.47975033] [ 0.1717369 0.59589026 0.30237799 0.86428132 0.46394852] [ 0.80872159 0.33847425 0.53922482 0.24427438 0.43190728] [ 0.57208569 0.56534706 0.47123573 0.47197079 0.39704532] [ 0.53210685 0.47791912 0.48567554 0.55248475 0.37828994] [ 0.55061025 0.59946891 0.27937917 0.58325235 0.33700356] [ 0.43570037 0.54528861 0.45472989 0.46222103 0.45972069] [ 0.48491101 0.52782496 0.55809082 0.57196474 0.49947642] [ 0.67565323 0.41880101 0.59589279 0.2691354 0.49879232] [ 0.78220794 0.42368764 0.51624819 0.31543338 0.41412219] [ 0.82978906 0.48127861 0.57425347 0.31486895 0.40812311] [ 0.89901631 0.33280205 0.67967516 0.18184391 0.32496313] [ 0.68741714 0.54443858 0.46955117 0.49493493 0.41549555] [ 0.65050431 0.53717799 0.42404077 0.25708221 0.36539623] [ 0.59802955 0.44832207 0.41599482 0.49685665 0.36782486] [ 0.43625656 0.51863125 0.44697739 0.5110519 0.50194774] [ 0.45984686 0.65433161 0.34593848 0.60302922 0.41277405] [ 0.63765468 0.52745868 0.55605973 0.48459544 0.43447485] [ 0.69319105 0.35424098 0.63974245 0.28370049 0.50887864] [ 0.23143822 0.7189995 0.38136983 0.78453061 0.57407728] [ 0.5325081 0.45657173 0.67089143 0.53186922 0.49971314] [ 0.11711064 0.64681131 0.51735113 0.86801842 0.52518617] [ 0.88461632 0.38822597 0.66365046 0.16582017 0.31214675] [ 0.42747791 0.56023262 0.32514547 0.7061759 0.50268676] [ 0.22579555 0.72071014 0.29701887 0.83849592 0.42874704] [ 0.80423608 0.45900982 0.61819269 0.40156262 0.36348504] [ 0.63649288 0.35813352 0.57494211 0.62701441 0.39676783] [ 0.28172581 0.49534841 0.5159086 0.67285181 0.52118506] [ 0.48633507 0.41666219 0.61506885 0.47913978 0.37011868] [ 0.48532546 0.63606167 0.37690402 0.67256871 0.30544997] [ 0.68031176 0.46667348 0.55769884 0.36133585 0.51021105] [ 0.79854835 0.54585628 0.43975114 0.2500308 0.37681659] [ 0.2226174 0.60337248 0.57818096 0.82248777 0.56113984] [ 0.43409506 0.49382346 0.50446768 0.69060195 0.32745525] [ 0.32725756 0.5041757 0.61476189 0.7102939 0.58667759] [ 0.19970655 0.57986238 0.4197699 0.68995915 0.53045046] [ 0.54652794 0.38817962 0.61499273 0.46841248 0.47116571] [ 0.7162382 0.52881671 0.55076499 0.25912256 0.53798804] [ 0.8009577 0.31604365 0.48352837 0.22546967 0.43139605] [ 0.62329553 0.44309861 0.50344274 0.55880252 0.35898146] [ 0.39968234 0.65207088 0.42107169 0.67744518 0.45141215] [ 0.4929291 0.60569088 0.55834579 0.40215341 0.63480385] [ 0.89241536 0.31055537 0.580545 0.15840841 0.41846966] [ 0.63744428 0.48223144 0.56168996 0.41840569 0.50041493] [ 0.72595433 0.46040911 0.51687803 0.28511483 0.38802723] [ 0.21273908 0.44029894 0.45855159 0.8236543 0.48223815] [ 0.50202217 0.48045542 0.52800048 0.64866818 0.42808221] [ 0.68593915 0.49563702 0.4214358 0.73678722 0.30627499] [ 0.39344056 0.55540458 0.51005524 0.6223978 0.58828614] [ 0.39909478 0.5142801 0.63048475 0.71633854 0.42327331] [ 0.61641655 0.50497397 0.39441842 0.26345103 0.39521451] [ 0.34446493 0.60852155 0.54628448 0.67951158 0.53400707] [ 0.62186976 0.65908561 0.43678935 0.5795813 0.42932864] Progress: 37.5% ... Training loss: 0.544 ... Validation loss: 0.905[ 0.49236065 0.66394833 0.50660631 0.53271232 0.37105421] [ 0.56920976 0.5864713 0.38303645 0.52940907 0.42398511] [ 0.6557518 0.48089374 0.64401121 0.63154804 0.45186556] [ 0.21043157 0.54620434 0.52801705 0.70977025 0.6586816 ] [ 0.48119739 0.4336453 0.43251319 0.77960883 0.3813476 ] [ 0.70627594 0.40364399 0.43942385 0.66471869 0.28101821] [ 0.78222696 0.30129503 0.58013228 0.22490304 0.3914091 ] [ 0.14624347 0.63106501 0.46502662 0.82382805 0.4577992 ] [ 0.79812177 0.46779883 0.42023321 0.33197793 0.45080811] [ 0.21655194 0.69425311 0.33697292 0.73377438 0.55838875] [ 0.66021158 0.36612894 0.70543524 0.45884331 0.4479785 ] [ 0.57832546 0.58065672 0.51346379 0.61729225 0.33592734] [ 0.36815961 0.65659441 0.32531775 0.65544729 0.38138288] [ 0.7981979 0.29367015 0.58878434 0.24383155 0.34699904] [ 0.26184673 0.54362837 0.44753742 0.6898924 0.57216018] [ 0.7269453 0.42355318 0.50221986 0.43099161 0.34614205] [ 0.6530841 0.42116787 0.58480291 0.50796337 0.48131624] [ 0.62258476 0.51907952 0.52647636 0.32963628 0.43760193] [ 0.3233143 0.60147953 0.45542251 0.58526872 0.490792 ] [ 0.30286195 0.52568995 0.51198958 0.83209727 0.5252029 ] [ 0.53101441 0.45722401 0.68387516 0.63097524 0.48377581] [ 0.89221395 0.46500856 0.46785617 0.1895218 0.38844831] [ 0.87474198 0.46272303 0.55211881 0.21935181 0.42545269] [ 0.66777487 0.49283764 0.65500035 0.42913194 0.47864145] [ 0.47471532 0.37964342 0.53911695 0.65947237 0.38779457] [ 0.78851173 0.45538719 0.54285543 0.16959824 0.37934532] [ 0.43090879 0.50070085 0.51107929 0.55286974 0.42002843] [ 0.58634379 0.52942107 0.30939176 0.59843652 0.50022898] [ 0.24387612 0.54610554 0.40150053 0.76750327 0.50171068] [ 0.60452617 0.51627859 0.49641169 0.45719119 0.60579187] [ 0.62625109 0.4815286 0.67891963 0.38241091 0.41158666] [ 0.44011602 0.48349298 0.52399135 0.6316425 0.470008 ] [ 0.55514908 0.52632796 0.36031287 0.64644984 0.45921726] [ 0.25632131 0.6865428 0.23664882 0.85088851 0.57099319] [ 0.35234469 0.60643769 0.32340846 0.5730407 0.51640468] [ 0.15802233 0.64100037 0.45814413 0.87680844 0.44883092] [ 0.36774858 0.55319305 0.51698991 0.81736837 0.42623694] [ 0.43090879 0.50070085 0.51107929 0.55286974 0.42002843] [ 0.50968893 0.58215528 0.50763857 0.49831618 0.64778312] [ 0.60907785 0.51919707 0.58013897 0.49473338 0.45589172] [ 0.68983472 0.40091574 0.48482941 0.31968388 0.36278964] [ 0.37249853 0.54695986 0.52663565 0.75882684 0.51898786] [ 0.57158751 0.40870787 0.59733324 0.45812707 0.36164648] [ 0.14947942 0.61848459 0.38766108 0.89034573 0.49829624] [ 0.58013344 0.45765488 0.53027174 0.66100406 0.31163545] [ 0.39109836 0.52858721 0.64060597 0.5770731 0.63302652] [ 0.16760767 0.60881282 0.43337847 0.88521534 0.54049623] [ 0.5841282 0.47072173 0.51704499 0.51293212 0.59825266] [ 0.33367706 0.51595904 0.53924335 0.74478181 0.46342986] [ 0.67176685 0.43483872 0.61231371 0.65918961 0.43526436] [ 0.72847361 0.35936194 0.60383145 0.37671098 0.4211117 ] [ 0.40446222 0.51823625 0.51902771 0.53802833 0.52928427] [ 0.38467774 0.70594662 0.41401678 0.64632722 0.48040945] [ 0.41465916 0.58037234 0.37916495 0.80635838 0.62283583] [ 0.49842088 0.46399355 0.44329043 0.56811124 0.57326974] [ 0.4607496 0.41907105 0.39317351 0.62363468 0.59865097] [ 0.43944165 0.54449639 0.33992601 0.66914291 0.52469448] [ 0.44685349 0.60454973 0.49105462 0.74326903 0.34845325] [ 0.51106575 0.48486262 0.4500552 0.57513752 0.38457291] [ 0.61654453 0.33793774 0.63261493 0.34717908 0.45113059] [ 0.59720644 0.42940892 0.51064834 0.4536267 0.40714654] [ 0.69339528 0.41157467 0.46880872 0.44420195 0.35562237] [ 0.81899908 0.46587171 0.43249789 0.2043685 0.35898801] [ 0.37028925 0.63883953 0.33664928 0.72402487 0.39193875] [ 0.45426584 0.52330723 0.34926557 0.50947519 0.38558766] [ 0.71738128 0.34222604 0.55379479 0.33242226 0.50092758] [ 0.40043428 0.61032775 0.43527692 0.72385005 0.39352857] [ 0.74186953 0.42633779 0.52043474 0.60336134 0.34365618] [ 0.76396277 0.45271347 0.5264403 0.16432576 0.40463671] [ 0.26868499 0.5628127 0.51496022 0.81234508 0.59471751] [ 0.32105961 0.61395633 0.37758692 0.63775382 0.55918999] [ 0.38915428 0.4715047 0.57711737 0.69227583 0.58820667] [ 0.71681821 0.38972379 0.49315069 0.34486816 0.43981425] [ 0.74996003 0.28605789 0.50604475 0.23537038 0.38182825] [ 0.90449162 0.27563225 0.59083753 0.1206491 0.35418935] [ 0.20158483 0.66456603 0.40760409 0.86690331 0.54794325] [ 0.62559646 0.5633829 0.43335022 0.55238881 0.36513776] [ 0.70605832 0.3948113 0.59162833 0.30267604 0.40272984] [ 0.74762873 0.38822833 0.50876457 0.20335748 0.43486001] [ 0.52218829 0.44086008 0.54174636 0.76547976 0.48018448] [ 0.53984868 0.58105327 0.60686493 0.61097598 0.50031889] [ 0.45666493 0.50462406 0.55352857 0.5589811 0.43568019] [ 0.38000053 0.70479905 0.29711433 0.77441332 0.35058923] [ 0.80571622 0.4606417 0.56047938 0.17761657 0.52264692] [ 0.88909273 0.38981749 0.54564735 0.2204224 0.2814681 ] [ 0.72060638 0.38801347 0.59047741 0.39676454 0.39302364] [ 0.70073708 0.43680844 0.49171108 0.30707109 0.31656297] [ 0.7939446 0.45561337 0.47109219 0.45838005 0.40421411] [ 0.29058582 0.58250812 0.52526503 0.83472446 0.63237758] [ 0.28928214 0.61401635 0.50642867 0.84108059 0.4689989 ] [ 0.37599807 0.63130303 0.31847752 0.64027824 0.47175258] [ 0.64993285 0.52005415 0.48372221 0.37366669 0.33674172] [ 0.85497929 0.43735666 0.58927927 0.21671333 0.39550388] [ 0.35393966 0.63103694 0.44980796 0.6574453 0.38868852] [ 0.69226915 0.39763566 0.61974056 0.48400939 0.42277713] [ 0.44680082 0.49598606 0.58082724 0.67583649 0.49503577] [ 0.23638537 0.5333697 0.3197449 0.77852724 0.49853174] [ 0.39594922 0.47691511 0.52181769 0.64912201 0.61496892] [ 0.73025497 0.59294158 0.43194649 0.5164477 0.42163251] [ 0.6690274 0.48982934 0.42494565 0.7349314 0.40153253] [ 0.34238516 0.58431018 0.41072112 0.73473898 0.42733717] [ 0.30325708 0.51862261 0.49731229 0.86460988 0.54422558] [ 0.41757784 0.6045722 0.53040933 0.81245526 0.5623769 ] [ 0.54056743 0.45555106 0.42218016 0.45316871 0.47798203] [ 0.50778454 0.53823242 0.36434503 0.44971259 0.45109911] [ 0.79173582 0.41901946 0.64425925 0.22560008 0.39958257] [ 0.71077242 0.58722415 0.55090878 0.54960448 0.40301519] [ 0.50189172 0.49607757 0.44024033 0.5532572 0.58431392] [ 0.27021249 0.69659852 0.34152134 0.72392634 0.49567079] [ 0.47047578 0.54055481 0.3620603 0.54762746 0.326847 ] [ 0.86279568 0.44179934 0.47658998 0.24289346 0.37566722] [ 0.47959282 0.61664137 0.50081699 0.75873357 0.52883355] [ 0.34492299 0.55993567 0.48382498 0.79528291 0.40471404] [ 0.54909033 0.55377853 0.38285045 0.55038227 0.43420177] [ 0.39798203 0.67708459 0.57161218 0.55461114 0.54735403] [ 0.53388688 0.44001223 0.59226541 0.64820262 0.33899267] [ 0.60445665 0.40046133 0.50150216 0.51262747 0.49445222] [ 0.16105018 0.48239233 0.38873327 0.77197723 0.56573005] [ 0.72361332 0.39844538 0.55484016 0.37999643 0.38141321] [ 0.77998975 0.35419776 0.53114704 0.23257062 0.32789167] [ 0.41756603 0.7103487 0.39535385 0.6625668 0.54564693] [ 0.41461783 0.57242935 0.51322171 0.55496446 0.4391945 ] [ 0.39361162 0.49700415 0.52647729 0.54734561 0.57215031] [ 0.48995301 0.52766957 0.517545 0.4098967 0.44119911] [ 0.23475981 0.67921495 0.39131056 0.90772555 0.66525479] [ 0.79838536 0.52824353 0.48864738 0.41514416 0.38946369] [ 0.58995532 0.43546239 0.60280533 0.57921689 0.446267 ] [ 0.42451817 0.6697784 0.41584615 0.54578982 0.45054275] Progress: 37.6% ... Training loss: 0.543 ... Validation loss: 0.906[ 0.62040681 0.60053606 0.5178327 0.55318229 0.4087641 ] [ 0.36744102 0.57095691 0.51954903 0.58966477 0.61489981] [ 0.90680355 0.29382763 0.58399141 0.14276693 0.37069318] [ 0.37773809 0.65444683 0.25774375 0.71213193 0.46829031] [ 0.49711706 0.66293467 0.3486408 0.76368142 0.45204588] [ 0.55581886 0.39356274 0.50450216 0.25962794 0.32558919] [ 0.65170345 0.44418555 0.52353922 0.42848909 0.54947399] [ 0.41592837 0.57194211 0.51342603 0.554225 0.43901793] [ 0.63509414 0.51576559 0.40352909 0.50990955 0.32444973] [ 0.57609391 0.5849871 0.57068602 0.57268059 0.3646493 ] [ 0.54792932 0.43580894 0.54680996 0.44314086 0.62687523] [ 0.40179347 0.56204986 0.40732824 0.66651392 0.38844912] [ 0.66584137 0.31121809 0.62466907 0.42486677 0.48298381] [ 0.84893326 0.43374779 0.36262777 0.39773292 0.39089367] [ 0.43882897 0.53534415 0.46243986 0.65844414 0.44567303] [ 0.27892291 0.53569303 0.56479787 0.75514226 0.53648945] [ 0.5100027 0.54761061 0.3343106 0.64175007 0.47156337] [ 0.65429556 0.31619737 0.66076508 0.55121574 0.36007733] [ 0.15299277 0.60056921 0.55680189 0.91497365 0.68570911] [ 0.07458949 0.57350284 0.49216715 0.91487659 0.65457376] [ 0.36614429 0.5670105 0.45666731 0.76020936 0.52653211] [ 0.37410927 0.69061252 0.4218216 0.70560513 0.45543443] [ 0.67393096 0.49491002 0.44893219 0.37738181 0.55131762] [ 0.5965567 0.50677231 0.32420853 0.56073837 0.483702 ] [ 0.62720731 0.43669193 0.5304112 0.47286892 0.47083631] [ 0.46963325 0.70976045 0.3365717 0.78457495 0.30015742] [ 0.4185072 0.46831948 0.54683452 0.60223442 0.41994241] [ 0.45014007 0.6133221 0.46977265 0.66203531 0.51523389] [ 0.71481868 0.37838133 0.62402719 0.41490816 0.36489631] [ 0.3953613 0.49675173 0.5732581 0.72221531 0.49131258] [ 0.80031249 0.42588697 0.53723848 0.36605306 0.35029853] [ 0.81811723 0.41803852 0.50645126 0.36846563 0.44637981] [ 0.48055562 0.46305846 0.55384024 0.51391468 0.39321844] [ 0.2019714 0.53361387 0.42701717 0.87460013 0.5536376 ] [ 0.55422081 0.64279611 0.5745928 0.67003412 0.49223335] [ 0.78283769 0.30090984 0.58032546 0.22451923 0.39123062] [ 0.58545967 0.46544766 0.49361609 0.45349388 0.42570051] [ 0.34076398 0.49084463 0.40672618 0.73185746 0.45755189] [ 0.57518275 0.44612364 0.51399863 0.46548545 0.42371669] [ 0.55376424 0.48996194 0.31241782 0.62410204 0.37872341] [ 0.32830509 0.54758273 0.48532591 0.77257093 0.48938393] [ 0.16184517 0.65004362 0.47437236 0.8159144 0.55750066] [ 0.7430016 0.35059079 0.5617977 0.17811859 0.48437912] [ 0.3126457 0.64205668 0.41768719 0.64529121 0.47408741] [ 0.65867081 0.56146031 0.27162986 0.56292243 0.34014817] [ 0.57624404 0.59243645 0.44834278 0.69786597 0.53190612] [ 0.22784088 0.5750181 0.45267528 0.87858498 0.66434852] [ 0.64664996 0.50196194 0.40023657 0.37420159 0.27763632] [ 0.81988167 0.41557382 0.58207596 0.2052609 0.42947855] [ 0.47058336 0.51653287 0.53930963 0.51386004 0.61280464] [ 0.77918998 0.4273645 0.50967086 0.22507896 0.29643775] [ 0.480205 0.61652874 0.50085529 0.75852473 0.52881098] [ 0.45988184 0.51238257 0.57504602 0.73155119 0.37440053] [ 0.3119027 0.43295126 0.34493382 0.80679005 0.41999862] [ 0.47176316 0.55643852 0.33599814 0.65760564 0.32197352] [ 0.75633553 0.46393034 0.43261579 0.43834122 0.44255998] [ 0.64936792 0.51868121 0.56235634 0.34333073 0.37174085] [ 0.73687654 0.44394925 0.37473529 0.49931154 0.51801894] [ 0.34295309 0.56829191 0.42775531 0.81337166 0.3903059 ] [ 0.4374184 0.59131043 0.46036618 0.68582288 0.48051714] [ 0.34135778 0.64905787 0.30424001 0.73965732 0.52775417] [ 0.53823055 0.56381726 0.39501768 0.43563325 0.39683049] [ 0.75458604 0.30249361 0.37935064 0.37528552 0.34697898] [ 0.65314217 0.41604391 0.55348393 0.43889987 0.4744122 ] [ 0.53314951 0.49953349 0.5854873 0.69205463 0.48532039] [ 0.39995854 0.54287292 0.40061327 0.68262795 0.35151521] [ 0.57451184 0.51851788 0.45346044 0.26577026 0.4001112 ] [ 0.48529893 0.47584667 0.49456747 0.51358981 0.61421511] [ 0.74761684 0.33424508 0.45519234 0.31260011 0.35946427] [ 0.38053462 0.50561685 0.54356714 0.53298869 0.50891392] [ 0.36544607 0.54501986 0.51576615 0.75211935 0.52897032] [ 0.51301816 0.52269439 0.5953988 0.57689524 0.56233849] [ 0.29982087 0.46100316 0.46747926 0.7412509 0.44908214] [ 0.34609528 0.60798378 0.54650207 0.67874016 0.53384006] [ 0.51953048 0.44330835 0.54837094 0.68272821 0.41421121] [ 0.66111739 0.3436482 0.6464815 0.29269932 0.46681278] [ 0.66161735 0.45893943 0.56997065 0.36399303 0.6066012 ] [ 0.2313193 0.71911518 0.33886138 0.82455703 0.43251516] [ 0.61891485 0.42767643 0.39266509 0.37335178 0.32602345] [ 0.71889571 0.46153048 0.50002869 0.22394634 0.51244635] [ 0.49716155 0.48235515 0.51151405 0.71237526 0.32387617] [ 0.82589205 0.38256859 0.43720787 0.32112435 0.34045034] [ 0.55657492 0.5203124 0.410397 0.30491837 0.40558402] [ 0.77533599 0.34418601 0.65774401 0.28373943 0.43400326] [ 0.29541577 0.59511575 0.28928579 0.73543711 0.61112296] [ 0.69952526 0.23899364 0.47888966 0.25219693 0.42644478] [ 0.76878355 0.47929448 0.50709425 0.25777281 0.36475635] [ 0.45973044 0.63618134 0.33669758 0.69641552 0.3855879 ] [ 0.64003053 0.54499613 0.61376379 0.63220164 0.43390627] [ 0.74772386 0.55441415 0.39016959 0.4683307 0.3725538 ] [ 0.57550093 0.44023098 0.57674576 0.30624034 0.61511855] [ 0.36230463 0.53841861 0.42302093 0.65401862 0.58024428] [ 0.76147505 0.46759506 0.49758831 0.1845619 0.40403798] [ 0.45708447 0.53218029 0.5747846 0.53982043 0.53363623] [ 0.77810898 0.36346068 0.57682533 0.22686373 0.44737718] [ 0.39612807 0.68308448 0.38227496 0.76288599 0.57876491] [ 0.62341184 0.38492543 0.51362649 0.2682154 0.40480407] [ 0.65616921 0.37427718 0.48577766 0.38727448 0.41248601] [ 0.43304468 0.66285564 0.41935944 0.55346228 0.56610003] [ 0.72675162 0.42303211 0.41684154 0.38301081 0.46031538] [ 0.6161154 0.48925918 0.41863148 0.49006724 0.43502543] [ 0.5394513 0.4163131 0.60310173 0.5785596 0.34347489] [ 0.53727603 0.59763446 0.53365605 0.53479166 0.34414518] [ 0.28069159 0.58837407 0.33202774 0.73676746 0.43707084] [ 0.48845481 0.57392217 0.46548411 0.67542192 0.46669183] [ 0.78557439 0.38050177 0.50623299 0.21161703 0.33674268] [ 0.61037619 0.68536327 0.29817184 0.57445362 0.40361184] [ 0.35050769 0.48046038 0.46365059 0.77223604 0.42357966] [ 0.79239254 0.3629418 0.59149654 0.26197848 0.45946129] [ 0.17606042 0.57316227 0.46164197 0.83208043 0.54348241] [ 0.86087498 0.37534199 0.49343954 0.11560394 0.33911749] [ 0.44777189 0.38948434 0.50181331 0.79638529 0.49593305] [ 0.5924315 0.60688688 0.53462427 0.66041154 0.47230145] [ 0.88163901 0.4344827 0.53225459 0.23433376 0.36684479] [ 0.19992966 0.57027152 0.41147646 0.84743573 0.60497213] [ 0.26924789 0.57152357 0.53456392 0.88644825 0.63859498] [ 0.61495576 0.46215659 0.73255824 0.46902254 0.45170143] [ 0.39759413 0.5496454 0.51508862 0.79997662 0.49577791] [ 0.63851618 0.35739509 0.57525304 0.62590977 0.39651395] [ 0.61175096 0.41608177 0.6619203 0.74082615 0.32957658] [ 0.70778899 0.65907796 0.46647536 0.53269796 0.37202363] [ 0.61518347 0.52337865 0.56830794 0.40285149 0.46901941] [ 0.62459577 0.6122247 0.53902199 0.44869986 0.55952352] [ 0.72070289 0.64054674 0.34815825 0.54802124 0.4384358 ] [ 0.65951564 0.4408484 0.58876595 0.28851681 0.5116859 ] [ 0.79691763 0.41071225 0.53348068 0.38315716 0.31359014] [ 0.27459084 0.55073899 0.42665526 0.74267116 0.61984572] [ 0.40448862 0.5248184 0.41598442 0.72896013 0.39039206] Progress: 37.6% ... Training loss: 0.543 ... Validation loss: 0.905[ 0.23494457 0.7568501 0.38470977 0.79511205 0.46006778] [ 0.77466181 0.42294019 0.46016023 0.37347493 0.42114583] [ 0.36277622 0.5706613 0.4125603 0.62437148 0.39118827] [ 0.30776901 0.65432276 0.47419696 0.56664423 0.46822994] [ 0.25183874 0.45305273 0.51051179 0.82722532 0.52692682] [ 0.6899927 0.38830761 0.689768 0.50021425 0.43517706] [ 0.52535698 0.4045802 0.67419366 0.34868175 0.53969494] [ 0.6405656 0.52541138 0.5312443 0.43865653 0.46518144] [ 0.45500678 0.6913036 0.42917581 0.74389823 0.51912565] [ 0.52438066 0.66531257 0.40385322 0.57695963 0.4209569 ] [ 0.7789748 0.5188714 0.36008903 0.48446382 0.31706629] [ 0.46573738 0.66048476 0.48195703 0.57856206 0.51091825] [ 0.32388161 0.67096128 0.44128495 0.73856842 0.65063476] [ 0.31643713 0.68847757 0.32916638 0.74188755 0.4610296 ] [ 0.61032674 0.60617307 0.36575662 0.7467837 0.35017483] [ 0.79089715 0.32207219 0.57869795 0.26395598 0.3657689 ] [ 0.46692343 0.66155329 0.34764913 0.63074395 0.33315534] [ 0.51455485 0.53161423 0.48948459 0.41057978 0.51736621] [ 0.48661564 0.61934751 0.40552653 0.56932001 0.41693994] [ 0.6423916 0.45985133 0.52189635 0.66256735 0.2633683 ] [ 0.2645794 0.64561977 0.31460414 0.86373125 0.41845855] [ 0.48613343 0.40410635 0.58310211 0.68217216 0.46169583] [ 0.75722445 0.60204746 0.33908019 0.5579008 0.32459957] [ 0.86068505 0.37546145 0.49339374 0.1157151 0.33916017] [ 0.55761331 0.53793606 0.39307021 0.45749696 0.35857159] [ 0.85040653 0.3018241 0.54635202 0.22954777 0.42676271] [ 0.66912568 0.40020819 0.40667007 0.3930028 0.43011568] [ 0.57599754 0.42213986 0.42333801 0.45652606 0.41483737] [ 0.62488372 0.41307752 0.49627974 0.74385977 0.45460277] [ 0.25822819 0.54185565 0.49881902 0.63549731 0.61205035] [ 0.09387013 0.66597134 0.34876676 0.89429615 0.63139521] [ 0.60062128 0.42293979 0.61177584 0.37888743 0.36848163] [ 0.30370286 0.73057526 0.33299079 0.85189707 0.45283511] [ 0.54435542 0.51408071 0.47892832 0.63268546 0.35039738] [ 0.45537558 0.56790375 0.57025132 0.64000724 0.51854927] [ 0.71247748 0.37351222 0.5292818 0.39716349 0.43582806] [ 0.69753565 0.57925102 0.40082529 0.36881756 0.30252151] [ 0.45062096 0.4585337 0.58924187 0.63882194 0.441804 ] [ 0.6488671 0.73409124 0.40213895 0.72109591 0.48281466] [ 0.34632784 0.57770314 0.35345204 0.64943237 0.49493877] [ 0.88771342 0.3036839 0.61889019 0.15146862 0.31554755] [ 0.52175049 0.51742136 0.51692652 0.43687607 0.41170231] [ 0.5370637 0.42837494 0.61389525 0.43464015 0.46324516] [ 0.36132328 0.52425586 0.45450924 0.81531199 0.47416659] [ 0.75039295 0.5569821 0.26934169 0.44032706 0.24165507] [ 0.37844872 0.52885416 0.42350203 0.80642124 0.3904618 ] [ 0.79602973 0.40849021 0.42610255 0.30636434 0.32461823] [ 0.40212686 0.61305703 0.55961191 0.51652791 0.34013718] [ 0.51390166 0.57882491 0.50007682 0.47612078 0.578536 ] [ 0.6505169 0.58358092 0.50236503 0.38824446 0.42591947] [ 0.18089744 0.5325997 0.46035127 0.75188483 0.46493813] [ 0.47654314 0.55781703 0.44181443 0.54635001 0.45866805] [ 0.37485599 0.6030573 0.43567495 0.54984059 0.40824988] [ 0.53320567 0.44896923 0.50837062 0.26962022 0.47123464] [ 0.67334001 0.59334524 0.37616951 0.5374574 0.25864139] [ 0.58621309 0.6883859 0.33521216 0.70946465 0.38532321] [ 0.69687521 0.37703176 0.39195725 0.38473943 0.50609136] [ 0.6767784 0.41114605 0.39988354 0.30214775 0.32776104] [ 0.37015948 0.32683428 0.50097553 0.66104813 0.4346893 ] [ 0.26472109 0.62989457 0.52005398 0.8083418 0.62513615] [ 0.70558879 0.33898097 0.49401258 0.30012105 0.34662753] [ 0.55586366 0.49797044 0.49868665 0.4948811 0.45677593] [ 0.40049842 0.63160002 0.54901005 0.73265104 0.58262008] [ 0.5769935 0.49575617 0.60074954 0.44065116 0.39878772] [ 0.77036885 0.4123388 0.58713079 0.56218997 0.36624193] [ 0.25271918 0.5868108 0.47671254 0.82520331 0.66294505] [ 0.25500444 0.54171932 0.51169242 0.72287824 0.56334669] [ 0.40114743 0.53263137 0.54074233 0.76281609 0.37817673] [ 0.45285093 0.73414675 0.38520509 0.78543182 0.51898917] [ 0.67713156 0.44201962 0.59743782 0.27230032 0.58714212] [ 0.56716048 0.42547616 0.44649325 0.43658818 0.60694928] [ 0.82462376 0.33970089 0.48311614 0.24451681 0.43263925] [ 0.66283713 0.37662032 0.52735069 0.46514462 0.51697924] [ 0.18486753 0.65056629 0.35737222 0.69188323 0.43695132] [ 0.51336167 0.57713741 0.52607398 0.43413207 0.42897552] [ 0.53155243 0.41757399 0.45054476 0.48145657 0.34723478] [ 0.5657345 0.50360264 0.42494102 0.4757078 0.58976706] [ 0.71207741 0.51951018 0.42539806 0.40023004 0.4277421 ] [ 0.67415396 0.32083425 0.66469812 0.54973768 0.43196767] [ 0.65499633 0.42460402 0.66460139 0.47197331 0.42834938] [ 0.70738975 0.43909105 0.63264182 0.55468766 0.35971374] [ 0.19150407 0.45682613 0.4279599 0.82939536 0.64569128] [ 0.31404476 0.66495547 0.445714 0.72791753 0.376368 ] [ 0.4410352 0.53636799 0.39500957 0.67711942 0.35514821] [ 0.49356065 0.55809745 0.54341692 0.54940879 0.37723643] [ 0.74410786 0.44765171 0.41254987 0.25120674 0.30536792] [ 0.4702222 0.56145056 0.63981174 0.7279345 0.58255699] [ 0.54294744 0.65208422 0.42466072 0.56499923 0.45235833] [ 0.44783146 0.56471966 0.44629473 0.68630024 0.50823761] [ 0.4758594 0.51386746 0.38424474 0.52191486 0.44755973] [ 0.48408453 0.40609149 0.51622195 0.7626315 0.463253 ] [ 0.44653277 0.40058301 0.3977899 0.6342785 0.54822007] [ 0.59429868 0.66787447 0.49091439 0.7090499 0.51959386] [ 0.28943969 0.59781283 0.43259917 0.84119319 0.55442986] [ 0.39894796 0.59482772 0.44820148 0.71268347 0.61011088] [ 0.2769512 0.54381389 0.4549486 0.72726856 0.41254646] [ 0.32268606 0.62701418 0.39778912 0.6355443 0.47039595] [ 0.24239725 0.66367377 0.41515475 0.7662997 0.4543469 ] [ 0.54663845 0.43053197 0.58258003 0.58802418 0.3541344 ] [ 0.32052625 0.4140771 0.49694637 0.76144554 0.48926541] [ 0.60988698 0.48654396 0.60749729 0.42836864 0.45828143] [ 0.56155461 0.41907861 0.57848242 0.30107061 0.61313434] [ 0.22591632 0.52752047 0.42997215 0.84547433 0.6094157 ] [ 0.81660913 0.41502575 0.40681854 0.46667808 0.30904963] [ 0.47547469 0.51919151 0.44757127 0.42918141 0.42087964] [ 0.59725347 0.53452572 0.33481564 0.44871928 0.38382644] [ 0.75144293 0.46580286 0.53351317 0.50057518 0.35279955] [ 0.59064614 0.45498555 0.51282201 0.4665121 0.35390335] [ 0.25730346 0.54900691 0.56294294 0.80730093 0.51702608] [ 0.68961181 0.39965065 0.45441699 0.19688819 0.28254248] [ 0.7454611 0.45484028 0.49333527 0.29961594 0.49847325] [ 0.14918068 0.67835443 0.4365563 0.68700593 0.51909756] [ 0.53216114 0.60488307 0.49262505 0.51864213 0.39123168] [ 0.32207183 0.69935235 0.30304578 0.84076071 0.52064646] [ 0.74670512 0.34265779 0.45553156 0.2942059 0.38025098] [ 0.26334772 0.57782029 0.52779723 0.74947467 0.51399073] [ 0.62227275 0.49123274 0.61040321 0.36666599 0.34304471] [ 0.1835775 0.61841204 0.44875946 0.89106736 0.44209706] [ 0.54216084 0.40345653 0.41343927 0.42439057 0.41024555] [ 0.59395751 0.45686769 0.59051628 0.6333213 0.3365623 ] [ 0.67626511 0.32550401 0.54710139 0.59986985 0.4163337 ] [ 0.62261029 0.50979922 0.39933831 0.40903041 0.34217944] [ 0.83453369 0.39832524 0.62177248 0.28006221 0.37274965] [ 0.59282345 0.61348299 0.53509517 0.65928456 0.46308501] [ 0.23156093 0.66609369 0.33937862 0.69448137 0.47099863] [ 0.23036264 0.55368836 0.38600517 0.8328975 0.46593455] [ 0.51630463 0.42405447 0.62937605 0.51121816 0.38507067] [ 0.34546061 0.54917372 0.51809842 0.78551676 0.60014365] Progress: 37.7% ... Training loss: 0.543 ... Validation loss: 0.904[ 0.38030232 0.59557414 0.46816047 0.82275506 0.47505003] [ 0.46373729 0.52762243 0.56308147 0.73373008 0.40725726] [ 0.37345937 0.54682902 0.52666663 0.7584396 0.51895954] [ 0.74656495 0.4278184 0.4447587 0.28637465 0.43509996] [ 0.36021809 0.6829725 0.36776131 0.71635675 0.40172122] [ 0.36905657 0.46657429 0.55864239 0.58150861 0.4243362 ] [ 0.59738339 0.46172798 0.57161099 0.6951931 0.42145208] [ 0.41403941 0.64906457 0.54512452 0.61504255 0.64149627] [ 0.43898354 0.59675803 0.36688548 0.61412432 0.4312176 ] [ 0.56275256 0.51382113 0.41506082 0.64205542 0.278837 ] [ 0.4661471 0.50458964 0.48125031 0.52801404 0.37086794] [ 0.59366094 0.66816763 0.4907747 0.7093138 0.51972931] [ 0.48997366 0.39223046 0.62225266 0.56120597 0.54809689] [ 0.80702619 0.38643198 0.47088401 0.37686931 0.42381393] [ 0.74034523 0.35416903 0.55102404 0.29137589 0.45957646] [ 0.663464 0.33664961 0.6206521 0.52882292 0.44689612] [ 0.53904283 0.52140778 0.43899027 0.698372 0.30197612] [ 0.49170564 0.41686243 0.46816682 0.73727443 0.42331626] [ 0.70906506 0.55805223 0.37604573 0.35868063 0.30885093] [ 0.27998438 0.59299255 0.45793662 0.86856336 0.57491405] [ 0.4125329 0.61329238 0.45355733 0.59606526 0.44029535] [ 0.592325 0.56085967 0.36795848 0.56110309 0.42441562] [ 0.51736825 0.4916912 0.45043793 0.6243866 0.38622369] [ 0.38411738 0.43409381 0.54538432 0.50180297 0.52688347] [ 0.36857035 0.52851727 0.56557651 0.72405532 0.5091791 ] [ 0.28555484 0.57019881 0.53916824 0.86018181 0.52190762] [ 0.83664724 0.35084039 0.53192949 0.30282973 0.45045384] [ 0.10583159 0.6912304 0.39901982 0.93412174 0.64207946] [ 0.80445617 0.32954072 0.51055209 0.25912286 0.32245729] [ 0.84806087 0.36307533 0.68026696 0.21242459 0.41640043] [ 0.85364958 0.36832165 0.47511471 0.25030493 0.31146578] [ 0.61212699 0.38289186 0.48820729 0.44100545 0.45212527] [ 0.74036452 0.46186332 0.54880045 0.36413513 0.37372451] [ 0.70870561 0.52364034 0.47968174 0.3399326 0.33504431] [ 0.5860631 0.45183512 0.58160486 0.30091989 0.60608627] [ 0.710529 0.52237625 0.53517137 0.5089744 0.44224796] [ 0.38176845 0.55920556 0.49373652 0.80646317 0.45567762] [ 0.46878568 0.45588867 0.4177026 0.52003939 0.43982043] [ 0.23000178 0.69628432 0.33179455 0.83836511 0.56966934] [ 0.43422686 0.45752976 0.52867538 0.86156054 0.54935029] [ 0.84240616 0.40788981 0.44193339 0.32167952 0.3378221 ] [ 0.63001988 0.572928 0.41125001 0.43609937 0.36484488] [ 0.300408 0.62066204 0.37409434 0.73372786 0.59440033] [ 0.17573677 0.67875569 0.44199194 0.83883015 0.53223537] [ 0.71471504 0.399637 0.47788764 0.41241689 0.4411691 ] [ 0.62288035 0.48156961 0.43874777 0.33610824 0.40155247] [ 0.39299299 0.46816423 0.4457157 0.59090043 0.56924761] [ 0.31496297 0.51937576 0.46262643 0.77026432 0.46811231] [ 0.57731642 0.46103397 0.57580405 0.61177671 0.42765164] [ 0.90902432 0.29424004 0.54598094 0.13866028 0.31146172] [ 0.85303307 0.56630651 0.5303495 0.3274985 0.30791786] [ 0.44027812 0.57001237 0.37467166 0.41130362 0.37954822] [ 0.47242174 0.52328096 0.55146218 0.5948731 0.42166986] [ 0.83278774 0.49816992 0.54983168 0.26856286 0.31177578] [ 0.32944801 0.52694264 0.43777692 0.73178432 0.69409468] [ 0.80445441 0.51826507 0.30672636 0.3294526 0.34350453] [ 0.45076575 0.51192439 0.40554914 0.63523968 0.60895732] [ 0.54082688 0.56759879 0.50098926 0.46206717 0.4277643 ] [ 0.71076783 0.45796075 0.4081998 0.29935867 0.33894198] [ 0.27883008 0.63516926 0.40336506 0.8642335 0.53461976] [ 0.83875232 0.38639277 0.6300166 0.19422223 0.36484733] [ 0.4783021 0.5108208 0.47037535 0.37747588 0.52723202] [ 0.54108676 0.41571611 0.60333595 0.57761598 0.34327981] [ 0.7477996 0.50731491 0.4402604 0.24735945 0.49664197] [ 0.52258598 0.65111856 0.33697231 0.4144852 0.38207184] [ 0.16255457 0.6497199 0.47450318 0.81541751 0.55738162] [ 0.3892282 0.57901727 0.45443383 0.73406665 0.47370745] [ 0.60896364 0.56181984 0.55871633 0.62113969 0.56904017] [ 0.37536306 0.47789248 0.46993142 0.49707981 0.43587792] [ 0.74707454 0.41476951 0.51978022 0.34384926 0.29997924] [ 0.42145508 0.65403259 0.42398894 0.71793345 0.41463915] [ 0.31697114 0.6789741 0.38223225 0.70943949 0.50250894] [ 0.60558266 0.5030824 0.41390485 0.43635989 0.39654737] [ 0.31725502 0.49430565 0.42852504 0.60077777 0.44502976] [ 0.63689796 0.46704181 0.40313125 0.67432886 0.52038845] [ 0.69519794 0.54169046 0.39673069 0.50504207 0.49217174] [ 0.48058182 0.31807714 0.47919131 0.63049325 0.43667602] [ 0.52878531 0.54900521 0.36265548 0.39180465 0.3867111 ] [ 0.60516188 0.58785658 0.52800836 0.48357873 0.43033353] [ 0.4433034 0.6058275 0.38596094 0.5691017 0.32566663] [ 0.65200904 0.55538205 0.36614397 0.59041808 0.28701501] [ 0.5253644 0.38156966 0.47167617 0.59170376 0.37040566] [ 0.68897415 0.56878213 0.65185259 0.50261222 0.44656484] [ 0.46980984 0.62182322 0.32153531 0.79002349 0.5624999 ] [ 0.15398609 0.62109311 0.36851589 0.92332008 0.53597883] [ 0.10657455 0.70477359 0.39754876 0.79130176 0.4613963 ] [ 0.49193334 0.52168113 0.5378504 0.37016864 0.58736823] [ 0.34873799 0.53775837 0.56368817 0.72191048 0.64435716] [ 0.59732086 0.63475467 0.43126243 0.57814637 0.36529825] [ 0.7234163 0.50479232 0.55198727 0.39612003 0.35727297] [ 0.74115084 0.46240397 0.38802128 0.6983723 0.40855746] [ 0.46967422 0.50177895 0.50614039 0.45594478 0.47725107] [ 0.24588584 0.60194102 0.53734883 0.71781325 0.44246976] [ 0.69459011 0.44031648 0.57711673 0.27093592 0.42814546] [ 0.12974539 0.64082959 0.46901492 0.82181765 0.57529119] [ 0.39074589 0.55409416 0.4443076 0.53873518 0.53061894] [ 0.82592598 0.38047815 0.62057072 0.2409342 0.36929448] [ 0.8078609 0.44761562 0.51409739 0.39273134 0.39182892] [ 0.57072314 0.52902036 0.40863131 0.40670641 0.37509648] [ 0.63649583 0.32113192 0.48265858 0.32119767 0.44669572] [ 0.661408 0.50623899 0.60299631 0.43901369 0.39220011] [ 0.70098218 0.60115337 0.45929244 0.43898387 0.37639505] [ 0.57401294 0.4082438 0.57780721 0.37222734 0.52209488] [ 0.40152107 0.68632554 0.50806257 0.72356373 0.4842108 ] [ 0.19988344 0.57265544 0.34568409 0.80188269 0.45648838] [ 0.30116692 0.66656029 0.40911055 0.89070344 0.31878279] [ 0.32039394 0.68239842 0.34384566 0.71902247 0.51149124] [ 0.7287662 0.418693 0.48243517 0.61758361 0.44100459] [ 0.75569133 0.40276833 0.5442105 0.36168546 0.35661402] [ 0.62149201 0.5502243 0.49083455 0.29597931 0.54878764] [ 0.60200424 0.40342114 0.50480239 0.35763421 0.60283534] [ 0.7237191 0.48486015 0.57829759 0.45559237 0.35490757] [ 0.42152541 0.55229603 0.5814349 0.55441406 0.43847831] [ 0.11785207 0.51101016 0.40932062 0.91647916 0.65401706] [ 0.61838846 0.63120342 0.361757 0.44271281 0.42961907] [ 0.31407913 0.49051043 0.36216078 0.56514097 0.5215871 ] [ 0.66045695 0.49952343 0.65607748 0.26537435 0.52395151] [ 0.53515691 0.42290627 0.60820629 0.49742449 0.52493901] [ 0.84037784 0.30966809 0.52473739 0.16493839 0.36092402] [ 0.37160959 0.64925277 0.38804681 0.63451127 0.36361792] [ 0.67000794 0.49700568 0.45599619 0.61972719 0.42021338] [ 0.2345573 0.75392318 0.33787932 0.87214487 0.55914518] [ 0.61212699 0.38289186 0.48820729 0.44100545 0.45212527] [ 0.24240553 0.69329726 0.33324824 0.8899136 0.45321149] [ 0.46707515 0.51937199 0.34137094 0.53226235 0.50995387] [ 0.84610089 0.32595617 0.47441999 0.11749789 0.30304449] [ 0.53304069 0.45064505 0.56846383 0.59298246 0.4120617 ] [ 0.47795675 0.49642409 0.53604389 0.5592387 0.39020931] Progress: 37.8% ... Training loss: 0.542 ... Validation loss: 0.902[ 0.64991885 0.52042365 0.50114231 0.31016278 0.43319471] [ 0.76120363 0.50514419 0.4939404 0.40411295 0.3735643 ] [ 0.82647399 0.3799386 0.62078152 0.24054623 0.36910888] [ 0.52728808 0.60984708 0.50662921 0.57475025 0.40751593] [ 0.49729349 0.63389815 0.51090569 0.43681578 0.56816777] [ 0.5528179 0.56262045 0.51298768 0.76351034 0.39159674] [ 0.65436074 0.43525967 0.60961762 0.61138151 0.44155329] [ 0.4535861 0.6748028 0.43465763 0.66976462 0.42667501] [ 0.71155603 0.45040859 0.54308717 0.17103801 0.52292377] [ 0.32725154 0.5244403 0.58639814 0.74383757 0.54670801] [ 0.63577179 0.46765456 0.35102659 0.43424988 0.40651129] [ 0.90251821 0.47240637 0.5031441 0.21071266 0.33607657] [ 0.63501904 0.59339291 0.42174314 0.57938939 0.42187978] [ 0.54797239 0.60378885 0.42445877 0.66727827 0.37773109] [ 0.30071938 0.55002287 0.47841584 0.84503101 0.50253104] [ 0.63755974 0.45180448 0.60362493 0.46279506 0.41254438] [ 0.84101453 0.47874915 0.34232176 0.41020169 0.30863513] [ 0.31811076 0.51053702 0.52907146 0.78406638 0.45393141] [ 0.44922635 0.45560975 0.47823278 0.62302753 0.4007198 ] [ 0.5756964 0.62371814 0.45452664 0.41034321 0.4207347 ] [ 0.25433819 0.54240063 0.51140195 0.72329028 0.56361402] [ 0.5966739 0.36921416 0.55067251 0.23342191 0.36320715] [ 0.26181276 0.58856509 0.46009644 0.85689476 0.66880801] [ 0.25675117 0.54989903 0.56255701 0.80755797 0.51739561] [ 0.68749092 0.46410517 0.50221925 0.40070195 0.39906297] [ 0.18371736 0.55938279 0.42474169 0.90730276 0.57383495] [ 0.35288139 0.59555546 0.37844277 0.78989982 0.52557917] [ 0.30702686 0.55804583 0.53282359 0.72478822 0.54029995] [ 0.43048124 0.63599372 0.3403819 0.70026712 0.53185401] [ 0.29624372 0.62631211 0.38137877 0.66297469 0.38390259] [ 0.27698298 0.6268014 0.56418389 0.68093827 0.55043709] [ 0.30603121 0.63251275 0.43796876 0.61597125 0.46306421] [ 0.55621905 0.56934317 0.69901428 0.60703841 0.46200447] [ 0.62428799 0.36245756 0.46668999 0.44528953 0.62035486] [ 0.69875526 0.45235985 0.52154027 0.47780901 0.35101818] [ 0.32546726 0.47916344 0.52455704 0.52203234 0.46915905] [ 0.40435409 0.41255893 0.52481652 0.73013847 0.34599699] [ 0.79251 0.33410945 0.61548265 0.25286226 0.43395292] [ 0.53353522 0.58641061 0.41568353 0.49532643 0.52489212] [ 0.78617306 0.32200606 0.5863643 0.30415868 0.34732118] [ 0.39659308 0.5591953 0.43468388 0.6918037 0.37433446] [ 0.51597325 0.51063453 0.47551243 0.69639347 0.37944588] [ 0.22960982 0.51036813 0.52900393 0.90338402 0.63355772] [ 0.45426275 0.50456471 0.49607244 0.54307172 0.42620995] [ 0.29828372 0.43887089 0.56090221 0.59258291 0.6670038 ] [ 0.75864405 0.56391616 0.42423535 0.45069887 0.3857308 ] [ 0.40668326 0.61507334 0.39800336 0.6395668 0.40183306] [ 0.83209569 0.40686072 0.58313093 0.24866137 0.38297727] [ 0.85610113 0.30042634 0.55165145 0.20501519 0.3795904 ] [ 0.70953004 0.32468045 0.66537786 0.38909749 0.31641289] [ 0.42023634 0.69489551 0.34811665 0.65242549 0.50782774] [ 0.43893697 0.59969192 0.43114499 0.60709922 0.53113014] [ 0.14892413 0.60036794 0.43370787 0.7318656 0.55733506] [ 0.66111177 0.512129 0.52229363 0.35511696 0.40708787] [ 0.62514106 0.46715857 0.43187892 0.64966556 0.31513922] [ 0.51774667 0.42655473 0.55201514 0.64034155 0.38245422] [ 0.61515556 0.55114011 0.35155621 0.41251867 0.40892549] [ 0.36901829 0.53218986 0.53296247 0.48973569 0.42373973] [ 0.82413185 0.35304956 0.49966122 0.22005461 0.31068042] [ 0.56572301 0.42627503 0.44616849 0.43748604 0.60722369] [ 0.57697276 0.50464908 0.53856915 0.41809677 0.38962963] [ 0.70008001 0.356951 0.66617813 0.30607632 0.37098209] [ 0.23010944 0.76228725 0.39214217 0.78843762 0.5697502 ] [ 0.55461185 0.53629195 0.5679061 0.65657074 0.43638074] [ 0.29605653 0.6552019 0.42140879 0.90666085 0.47051023] [ 0.75038966 0.47212655 0.55212806 0.20712012 0.36321247] [ 0.78285256 0.46467903 0.47525163 0.30119978 0.40240371] [ 0.412616 0.49188997 0.46958501 0.55744333 0.45071541] [ 0.56603995 0.480479 0.62953029 0.69025962 0.41055025] [ 0.29938223 0.55324762 0.53153918 0.71085142 0.37659676] [ 0.42832303 0.41213196 0.56968877 0.69741694 0.47884493] [ 0.59262939 0.45412589 0.51315888 0.4652818 0.35364241] [ 0.38170542 0.57330847 0.3444884 0.49180619 0.51665264] [ 0.37332515 0.69120136 0.42152156 0.70588954 0.4557204 ] [ 0.35119459 0.58095083 0.49027038 0.67277473 0.53560576] [ 0.20227231 0.60478862 0.37050991 0.87915796 0.50020958] [ 0.18968949 0.68763422 0.4223962 0.77304768 0.55344108] [ 0.61516799 0.6482418 0.40631853 0.50584237 0.41718367] [ 0.45849146 0.51605825 0.4671352 0.51302569 0.44091341] [ 0.73168135 0.5360762 0.50022689 0.24632372 0.4843073 ] [ 0.45521811 0.56817929 0.57012301 0.63999801 0.51867483] [ 0.65281632 0.40357595 0.61097243 0.60496255 0.43842117] [ 0.73751713 0.43042674 0.5605887 0.23784012 0.41134336] [ 0.65380075 0.5960693 0.50983206 0.5686828 0.41999404] [ 0.24554157 0.51902279 0.46241918 0.74488977 0.45785325] [ 0.55463788 0.5761639 0.48262404 0.60426602 0.42400278] [ 0.64059031 0.45617246 0.57001262 0.49035009 0.42077915] [ 0.69418997 0.38574997 0.56524809 0.30097155 0.3902598 ] [ 0.26149968 0.65474513 0.42592865 0.81175251 0.52703548] [ 0.68808809 0.46494054 0.55830444 0.22407421 0.46821932] [ 0.24606146 0.52025828 0.46821291 0.85736104 0.58543286] [ 0.82960741 0.38181919 0.46567272 0.32955438 0.36618325] [ 0.75978328 0.46672129 0.57591454 0.40591949 0.34086553] [ 0.5297042 0.5871837 0.44876875 0.45335835 0.4060541 ] [ 0.2475647 0.51816978 0.39557203 0.81209237 0.51176141] [ 0.35599527 0.55361563 0.37511067 0.54304782 0.55098711] [ 0.72141719 0.51165974 0.41651709 0.49758886 0.32111236] [ 0.661964 0.45560297 0.42803298 0.44235826 0.43600214] [ 0.68878523 0.56156034 0.51051961 0.56591031 0.44346469] [ 0.45803951 0.61686031 0.45412866 0.47471167 0.31872237] [ 0.57837857 0.42484691 0.38286486 0.60496642 0.370681 ] [ 0.3998224 0.4921484 0.34489232 0.74449123 0.3846349 ] [ 0.56062577 0.59210426 0.38766716 0.29176975 0.3777038 ] [ 0.24028025 0.52991023 0.43497949 0.73627553 0.49745266] [ 0.86946009 0.56191916 0.37919451 0.3745504 0.27171621] [ 0.17968012 0.63941178 0.52249873 0.88140208 0.54702237] [ 0.3142016 0.66528719 0.44552657 0.72773709 0.3765546 ] [ 0.84368091 0.40997405 0.43290692 0.2380223 0.39516115] [ 0.57780285 0.56346229 0.57328453 0.41781238 0.42587919] [ 0.29865709 0.440732 0.51801727 0.40460653 0.4723451 ] [ 0.65833832 0.45072311 0.39622996 0.33463263 0.4228167 ] [ 0.65807922 0.51034188 0.50440998 0.39132946 0.41719275] [ 0.77247706 0.49548159 0.56486808 0.23819712 0.45775571] [ 0.48793414 0.47993473 0.54829567 0.72910886 0.46702227] [ 0.62675667 0.38322935 0.64386812 0.32599021 0.46917788] [ 0.36830761 0.61277138 0.33060969 0.58147552 0.48571499] [ 0.29559365 0.51663133 0.41214641 0.73810634 0.45393465] [ 0.77332433 0.40472722 0.62667166 0.33084078 0.48195648] [ 0.21166041 0.63247239 0.51114914 0.85469055 0.36614118] [ 0.62400754 0.43544347 0.51567334 0.73626662 0.43230598] [ 0.31890352 0.48287935 0.59276762 0.66649441 0.6440331 ] [ 0.14979473 0.63819457 0.32263366 0.89738744 0.56363761] [ 0.30472098 0.5900462 0.36748259 0.67081283 0.44359977] [ 0.5886482 0.4532475 0.45322149 0.57101495 0.30437698] [ 0.51725022 0.43678179 0.54738942 0.55550226 0.60750454] [ 0.69604499 0.56238682 0.56290577 0.60870924 0.42845522] [ 0.8569165 0.47403227 0.50078409 0.31477687 0.31345167] [ 0.58885792 0.41903735 0.60575018 0.70221855 0.45347028] Progress: 37.8% ... Training loss: 0.542 ... Validation loss: 0.900[ 0.39297277 0.47429452 0.62388059 0.7574054 0.38687912] [ 0.86231142 0.38413503 0.62323319 0.1533205 0.38504798] [ 0.70311084 0.61949282 0.56456587 0.47028417 0.4658541 ] [ 0.40104883 0.49967104 0.48266346 0.67036619 0.61545384] [ 0.7213299 0.48856378 0.66856465 0.39011304 0.44836706] [ 0.63823187 0.43950642 0.63385463 0.67526501 0.36867484] [ 0.4446132 0.49630244 0.51286128 0.43179997 0.52830664] [ 0.38594111 0.57367568 0.49893199 0.7071587 0.38704936] [ 0.26805126 0.68647036 0.39952314 0.65791017 0.58247192] [ 0.84182025 0.46973408 0.58285673 0.38816735 0.38473041] [ 0.5290131 0.61376796 0.40876091 0.55714807 0.46887348] [ 0.23063865 0.69973983 0.2875116 0.79536582 0.49574951] [ 0.74610543 0.37747233 0.46082167 0.28008372 0.30493912] [ 0.27216152 0.52053907 0.56425255 0.75135256 0.37063606] [ 0.26666622 0.50223364 0.34776212 0.7602559 0.63045822] [ 0.62392444 0.30136592 0.59610719 0.64412361 0.42481808] [ 0.33793774 0.56458232 0.45465068 0.66779718 0.36165961] [ 0.61471249 0.53491344 0.50328927 0.37844135 0.36591102] [ 0.67448563 0.39520105 0.67816161 0.46060982 0.4191278 ] [ 0.45420171 0.58117627 0.42451762 0.55871518 0.60293684] [ 0.25923129 0.60080139 0.41094482 0.69770322 0.57480464] [ 0.42178997 0.47863903 0.50082915 0.58466307 0.5716226 ] [ 0.87248615 0.37008133 0.51702873 0.12992692 0.31401891] [ 0.4743154 0.47992057 0.50829361 0.77246358 0.56409128] [ 0.8806975 0.32774795 0.51716434 0.15979293 0.33418958] [ 0.48330029 0.47686517 0.46999101 0.63916339 0.42232641] [ 0.1361871 0.70440747 0.38426767 0.83994538 0.46178214] [ 0.87922343 0.38656784 0.62888191 0.1387533 0.32961885] [ 0.69540728 0.44958636 0.51470582 0.33860875 0.36759274] [ 0.60944954 0.44321213 0.59177158 0.64586536 0.39306387] [ 0.80959339 0.46857265 0.49475351 0.3400259 0.38341334] [ 0.63340883 0.39249618 0.42958291 0.65272569 0.29750741] [ 0.58561788 0.49565197 0.45112979 0.66067673 0.2656717 ] [ 0.62291263 0.40306186 0.61624907 0.23780572 0.53557715] [ 0.54103278 0.48156881 0.54881694 0.48751397 0.48153329] [ 0.59759898 0.5455457 0.4037713 0.53515126 0.50152663] [ 0.79880867 0.30858071 0.53222345 0.28615057 0.42143162] [ 0.23576306 0.72995556 0.2647815 0.83200804 0.60162937] [ 0.83087544 0.5335454 0.41089387 0.3809481 0.26382147] [ 0.4808547 0.45239297 0.40216749 0.57678779 0.31569191] [ 0.29737488 0.64411482 0.43417274 0.56415972 0.51402212] [ 0.66374667 0.5412294 0.49979848 0.37199988 0.40251181] [ 0.6057917 0.46717055 0.50535967 0.48355131 0.47049362] [ 0.7445508 0.42102029 0.594672 0.25111018 0.51886377] [ 0.32100752 0.64517441 0.4232479 0.70736854 0.41077897] [ 0.66260472 0.43504437 0.4649091 0.36079328 0.41067488] [ 0.49781764 0.48270858 0.51132725 0.71203173 0.32403978] [ 0.72294255 0.4040172 0.55701909 0.26621852 0.46435661] [ 0.28648508 0.64967826 0.49100023 0.81411133 0.58337802] [ 0.39627601 0.53806289 0.42757883 0.39170117 0.53770743] [ 0.14446219 0.58813145 0.36260228 0.90737351 0.49469884] [ 0.15455492 0.58503829 0.4866165 0.80123959 0.58868865] [ 0.71497483 0.51507909 0.4504155 0.26189741 0.38662396] [ 0.36338133 0.65283087 0.44395852 0.64294 0.52391413] [ 0.66425248 0.43386364 0.57557373 0.33282497 0.40666318] [ 0.42127925 0.596674 0.59595747 0.61363399 0.55187586] [ 0.6727269 0.3682514 0.55695573 0.27126532 0.41784319] [ 0.41891149 0.55210044 0.32924217 0.63469295 0.47836177] [ 0.54485176 0.5074457 0.47740521 0.48730828 0.64715038] [ 0.76054758 0.33570633 0.40240515 0.330936 0.45015757] [ 0.51629056 0.47414172 0.46164035 0.50010074 0.46149623] [ 0.70783759 0.50902791 0.38725468 0.47902502 0.33211819] [ 0.42847281 0.56404213 0.36679071 0.56063974 0.33464933] [ 0.83323712 0.4735425 0.56830231 0.20787972 0.42505001] [ 0.15287594 0.60177335 0.55625435 0.91505702 0.68613184] [ 0.67169294 0.38036484 0.58133932 0.50997737 0.40719112] [ 0.70415401 0.37816433 0.65557168 0.33808962 0.44948156] [ 0.35445974 0.5590562 0.50491199 0.72238488 0.63151705] [ 0.48470631 0.54803163 0.44485364 0.49338902 0.5103242 ] [ 0.55242712 0.39017903 0.56098448 0.67153336 0.4418047 ] [ 0.79956046 0.45646179 0.53653345 0.25225114 0.39712751] [ 0.65634138 0.48217443 0.63024733 0.36400279 0.43144885] [ 0.74188542 0.53198079 0.41325261 0.57328157 0.52233583] [ 0.71131283 0.35774479 0.43936543 0.40454895 0.33444699] [ 0.666473 0.70306911 0.32426342 0.62717653 0.37379383] [ 0.40397623 0.65108474 0.40707197 0.6925474 0.37649915] [ 0.38464879 0.65043471 0.31215613 0.6818917 0.52557636] [ 0.78300151 0.39423023 0.5451503 0.17859499 0.45442838] [ 0.72470606 0.48908154 0.52744736 0.38130333 0.42312401] [ 0.65450115 0.5617335 0.50581293 0.55400401 0.38676512] [ 0.63906376 0.33521661 0.52995654 0.50022557 0.39374506] [ 0.84383246 0.58408713 0.48009383 0.35065699 0.37072825] [ 0.16385551 0.60087682 0.36453315 0.86748757 0.56431327] [ 0.35830474 0.64447791 0.32912115 0.78009162 0.3763654 ] [ 0.39418399 0.50439152 0.4623623 0.58718366 0.43074588] [ 0.58933605 0.55726449 0.433169 0.61728685 0.35877297] [ 0.27279742 0.70207521 0.36292914 0.6893213 0.48064105] [ 0.62105414 0.51076857 0.39893177 0.40991104 0.34252201] [ 0.65705406 0.64444825 0.37844774 0.5535773 0.38320252] [ 0.25828885 0.63088458 0.3753958 0.64407096 0.40493107] [ 0.38035743 0.64179172 0.41595725 0.54682897 0.47126295] [ 0.55631747 0.60326775 0.37202089 0.63663743 0.39236392] [ 0.75726778 0.49948757 0.53919924 0.30344777 0.32411418] [ 0.41405301 0.65427933 0.36154527 0.65911715 0.51433795] [ 0.69354137 0.4695387 0.39390888 0.3614133 0.39725423] [ 0.46023239 0.55852499 0.49629407 0.6293135 0.3501274 ] [ 0.26206851 0.55637264 0.46524426 0.88918197 0.54203858] [ 0.54011922 0.50332188 0.5994513 0.51550426 0.6208678 ] [ 0.51219061 0.5525804 0.47654717 0.58418772 0.33619519] [ 0.37122739 0.45607452 0.59429851 0.62156303 0.39675251] [ 0.17064589 0.71549985 0.31463897 0.8020345 0.64465195] [ 0.72683373 0.33826426 0.39039717 0.25414505 0.3850566 ] [ 0.14961839 0.52439893 0.5372721 0.79254475 0.4943033 ] [ 0.50543854 0.4594128 0.54493052 0.32665602 0.51945823] [ 0.65743662 0.42670118 0.42284124 0.38265626 0.42518613] [ 0.66425248 0.43386364 0.57557373 0.33282497 0.40666318] [ 0.77404688 0.47946743 0.50838151 0.29021683 0.51368579] [ 0.34359161 0.62592269 0.50106204 0.75005377 0.52402983] [ 0.75146471 0.44090855 0.49150167 0.1874006 0.26930073] [ 0.34693253 0.46800021 0.48484808 0.46090517 0.51060153] [ 0.22837245 0.53548385 0.41511409 0.81090425 0.66158083] [ 0.72924702 0.54543869 0.51417577 0.41426336 0.35506424] [ 0.67578805 0.4246464 0.53571369 0.65897643 0.38484165] [ 0.57247417 0.46706901 0.48871049 0.62951874 0.30690266] [ 0.57383886 0.5560311 0.4389396 0.54738918 0.51851415] [ 0.52437432 0.58963346 0.47486557 0.34585095 0.38929419] [ 0.67128985 0.30460572 0.5345872 0.50422218 0.40483012] [ 0.19774933 0.52444767 0.39042193 0.86136733 0.46373707] [ 0.30972078 0.52596124 0.55365011 0.54268045 0.66510143] [ 0.31968693 0.48427242 0.54049264 0.79770827 0.53974989] [ 0.41681598 0.6017613 0.3022791 0.6739569 0.4304395 ] [ 0.32278109 0.6053378 0.40352656 0.75671766 0.55244531] [ 0.77642973 0.28342147 0.61750283 0.19454222 0.36181563] [ 0.8639896 0.36914409 0.43726577 0.30932537 0.3843779 ] [ 0.48571587 0.517413 0.55710527 0.71492871 0.35110669] [ 0.56727146 0.41324861 0.56781812 0.27719981 0.59261371] [ 0.38093528 0.40888121 0.58519671 0.79417315 0.51917438] [ 0.44922055 0.57999538 0.40894378 0.56183967 0.55302 ] Progress: 37.9% ... Training loss: 0.542 ... Validation loss: 0.899[ 0.7396679 0.44552924 0.50905252 0.22756528 0.43929186] [ 0.74444982 0.37009559 0.56979175 0.24052205 0.34454198] [ 0.61576622 0.59664439 0.36012091 0.55393303 0.37567581] [ 0.57685742 0.43915277 0.5045934 0.57703176 0.62700681] [ 0.27921694 0.57512252 0.53310018 0.83973675 0.64337324] [ 0.71725827 0.37909951 0.39597145 0.48348638 0.42618052] [ 0.64868449 0.43472956 0.61054465 0.56533433 0.4776422 ] [ 0.60887273 0.61023793 0.44926975 0.51083894 0.36532099] [ 0.79044849 0.46869357 0.47319468 0.24450232 0.49512388] [ 0.21456271 0.5904068 0.3510066 0.69917871 0.5371782 ] [ 0.53034415 0.51681119 0.55412374 0.73702843 0.42533481] [ 0.38357913 0.59000764 0.40466056 0.6434165 0.34491257] [ 0.84653754 0.46055624 0.52264166 0.36060935 0.39206066] [ 0.68935835 0.39968136 0.45438414 0.19702753 0.28253939] [ 0.35848088 0.57477987 0.58659379 0.7724661 0.58508386] [ 0.57443674 0.43746514 0.60420883 0.67865335 0.4670685 ] [ 0.80905659 0.3593502 0.6516592 0.19209495 0.49827671] [ 0.77508071 0.43900814 0.61873663 0.60182001 0.3589083 ] [ 0.51456682 0.4315625 0.53780107 0.76325221 0.4883801 ] [ 0.6294878 0.42011355 0.65193699 0.44714282 0.41715121] [ 0.71792138 0.25864369 0.56368345 0.3078002 0.46266254] [ 0.2272504 0.54446 0.40613456 0.86526864 0.54669596] [ 0.58420024 0.4165758 0.505643 0.32749797 0.55946759] [ 0.74962345 0.43931134 0.56177944 0.26620704 0.5009032 ] [ 0.56258861 0.48138995 0.62720435 0.38465447 0.52665599] [ 0.59252007 0.48610892 0.42393169 0.3818884 0.49850434] [ 0.32940017 0.58906706 0.45073789 0.56301694 0.46570838] [ 0.58265627 0.54728857 0.48309731 0.33467619 0.44245777] [ 0.42250981 0.52188425 0.43676509 0.40204231 0.49846342] [ 0.93961574 0.28881574 0.51106254 0.13041401 0.32034315] [ 0.41858596 0.55154615 0.39533354 0.51992679 0.46184809] [ 0.34021535 0.52072826 0.43163326 0.77208804 0.40890752] [ 0.56642442 0.40599 0.44335798 0.51745039 0.39712684] [ 0.50763393 0.62767222 0.45359538 0.50549853 0.6498865 ] [ 0.77071393 0.39669228 0.47146193 0.24442592 0.35283717] [ 0.21723716 0.53252425 0.37200664 0.78656084 0.55429423] [ 0.55990056 0.44058158 0.49340881 0.44714044 0.59893686] [ 0.60745287 0.51650841 0.47617987 0.57043775 0.31602244] [ 0.52548916 0.51157921 0.38415486 0.43146258 0.38181169] [ 0.60355174 0.50538377 0.44570925 0.48911269 0.55103271] [ 0.59536803 0.42306602 0.61533951 0.43048204 0.48844279] [ 0.80656047 0.49244149 0.52651286 0.35100537 0.37041856] [ 0.59413886 0.48509757 0.35754983 0.43154632 0.33989421] [ 0.14578118 0.55752857 0.4963201 0.82287513 0.49281423] [ 0.25537023 0.61985603 0.39603309 0.71554592 0.42260543] [ 0.49235903 0.58810609 0.45336964 0.45239245 0.64836295] [ 0.63369362 0.40514507 0.5864881 0.53453955 0.28327779] [ 0.83831287 0.3045551 0.54103935 0.24243182 0.47146493] [ 0.37091291 0.54888446 0.44734567 0.74216087 0.47339813] [ 0.41303996 0.57261049 0.57268133 0.54892776 0.42482332] [ 0.53066761 0.55638405 0.49510152 0.44231521 0.35818043] [ 0.81146595 0.54815516 0.3690885 0.38099023 0.42338463] [ 0.53930369 0.52158495 0.43889416 0.69821992 0.30207859] [ 0.46846611 0.62428214 0.47514915 0.52214538 0.43857794] [ 0.86276858 0.46277962 0.46453331 0.27619135 0.38897717] [ 0.55245043 0.59402198 0.50466774 0.60965756 0.4494093 ] [ 0.42404499 0.61429625 0.34589614 0.68027296 0.370496 ] [ 0.23635536 0.63389433 0.38110693 0.72772094 0.49757794] [ 0.6531824 0.60406823 0.41925889 0.41989386 0.55274657] [ 0.62045222 0.60047638 0.51782557 0.5528768 0.40879407] [ 0.49744233 0.46095012 0.58184692 0.50841147 0.52894033] [ 0.72722638 0.37081214 0.44355378 0.34852159 0.39436523] [ 0.3273972 0.42103679 0.46833534 0.87312958 0.54408695] [ 0.17886874 0.56984464 0.42860637 0.72549055 0.57231635] [ 0.53134938 0.52450452 0.47645413 0.46382387 0.35263961] [ 0.56642442 0.40599 0.44335798 0.51745039 0.39712684] [ 0.25064946 0.62694837 0.31721608 0.77411763 0.55026776] [ 0.87961508 0.44162255 0.60338959 0.129038 0.36707546] [ 0.37471632 0.47285217 0.59106683 0.69253072 0.51768215] [ 0.3213691 0.52366354 0.53104735 0.51322405 0.56340002] [ 0.66526549 0.47924668 0.38020308 0.37315291 0.32386251] [ 0.4586301 0.53210233 0.57480512 0.53906917 0.53364137] [ 0.37172299 0.64701302 0.54120831 0.70566452 0.44228796] [ 0.70272107 0.57512812 0.57774059 0.51521895 0.41643445] [ 0.67279508 0.36818142 0.55697784 0.27126753 0.41780525] [ 0.72187819 0.41196659 0.64422733 0.56929711 0.29883642] [ 0.62668096 0.49547387 0.54434279 0.57703098 0.3734821 ] [ 0.33343516 0.64366589 0.37529854 0.57682981 0.5259962 ] [ 0.20617288 0.73609749 0.32669608 0.77171119 0.61409068] [ 0.31431252 0.65639281 0.5722146 0.61543789 0.61537749] [ 0.42749021 0.60678752 0.45682824 0.56395416 0.46543827] [ 0.29951401 0.60003082 0.41985067 0.48115016 0.44838871] [ 0.34638193 0.62142293 0.54728818 0.70385495 0.48356283] [ 0.71589829 0.35223584 0.67365155 0.24755536 0.46516406] [ 0.4644686 0.52777107 0.56300059 0.73337683 0.40736535] [ 0.27302326 0.70217012 0.36288577 0.68923142 0.4807047 ] [ 0.47938593 0.45558806 0.53431539 0.73276399 0.47990956] [ 0.35215813 0.63619482 0.33636756 0.54360321 0.55575018] [ 0.82750707 0.48290306 0.44885629 0.52289759 0.37195435] [ 0.74276694 0.38690327 0.44060783 0.31729648 0.52382583] [ 0.65103326 0.4548277 0.50056133 0.39110505 0.46330392] [ 0.44298457 0.61864055 0.45596161 0.49155218 0.32189823] [ 0.36146289 0.60078042 0.45587656 0.81928391 0.49813073] [ 0.24009318 0.71463231 0.29548565 0.75584709 0.5618203 ] [ 0.28887932 0.48259936 0.41916466 0.77642294 0.4115638 ] [ 0.81002937 0.46598707 0.52178155 0.25241608 0.4322275 ] [ 0.75927561 0.45350467 0.53186822 0.71653467 0.37204572] [ 0.61707463 0.50928059 0.46725445 0.64973521 0.46052834] [ 0.2454526 0.5592177 0.44043774 0.86193275 0.51669909] [ 0.67255689 0.49589518 0.44853502 0.37829913 0.55165122] [ 0.43680785 0.53508342 0.34769409 0.53493383 0.47612373] [ 0.59297907 0.45823918 0.43151067 0.45434506 0.52847385] [ 0.16979772 0.59715932 0.49904752 0.73108285 0.47951117] [ 0.65510038 0.56334877 0.60397271 0.44893169 0.47408425] [ 0.28081989 0.58584045 0.4258766 0.73318318 0.65863296] [ 0.45332089 0.67504657 0.43453864 0.66984279 0.42680403] [ 0.63034675 0.48181215 0.44049594 0.64728381 0.31235077] [ 0.568281 0.67575992 0.47121063 0.55008198 0.49760888] [ 0.82305735 0.40823807 0.58148558 0.17765332 0.45162513] [ 0.8818647 0.34485068 0.69561362 0.19580696 0.39006691] [ 0.32440684 0.50847752 0.44108714 0.86072219 0.60743803] [ 0.4300026 0.59408633 0.34898342 0.74418508 0.49368404] [ 0.54683166 0.54793626 0.59601222 0.53670471 0.44057719] [ 0.72219734 0.43424003 0.34551275 0.41040491 0.3989016 ] [ 0.62151139 0.33220138 0.63353887 0.55456851 0.47208631] [ 0.52870735 0.34545274 0.56254087 0.66078672 0.450248 ] [ 0.59603512 0.5914757 0.59023238 0.54715902 0.47740289] [ 0.71961917 0.48378219 0.43063419 0.37234407 0.42777266] [ 0.50685537 0.63379495 0.38105442 0.69684473 0.56477107] [ 0.29538709 0.59771181 0.40959086 0.81110551 0.60410698] [ 0.26106838 0.57874418 0.517703 0.78604096 0.60467484] [ 0.83240225 0.36973422 0.54736999 0.34177908 0.36976126] [ 0.29149123 0.63013784 0.39939341 0.58597404 0.46431016] [ 0.62730328 0.5600726 0.43129764 0.26298724 0.4561356 ] [ 0.5549561 0.48466487 0.30084322 0.49013624 0.48441491] [ 0.79825623 0.40987276 0.53382245 0.38194902 0.31333692] [ 0.79687612 0.31622569 0.53841911 0.16682234 0.38281938] [ 0.22418948 0.5444381 0.47198686 0.84019213 0.43301451] Progress: 37.9% ... Training loss: 0.542 ... Validation loss: 0.898[ 0.80879006 0.42666513 0.34857747 0.38792503 0.35255928] [ 0.11918313 0.60018566 0.45093113 0.85799118 0.5521775 ] [ 0.56952696 0.58707566 0.38278506 0.52931287 0.42425282] [ 0.84186037 0.41821712 0.56088179 0.1561727 0.44872537] [ 0.43600251 0.49409354 0.50432813 0.68965695 0.32765973] [ 0.80830575 0.43983818 0.47195254 0.25255221 0.32204637] [ 0.54388643 0.52767151 0.58687844 0.72054841 0.40445413] [ 0.19432872 0.67095173 0.33337427 0.79202426 0.45903575] [ 0.80072462 0.31637835 0.4833961 0.22570256 0.43148437] [ 0.54618636 0.39947381 0.55181754 0.38450603 0.43890328] [ 0.51580889 0.51085384 0.50816 0.66878871 0.3788335 ] [ 0.78982057 0.43943687 0.39353312 0.18346082 0.34349385] [ 0.56294644 0.5182632 0.51501276 0.59017251 0.46159308] [ 0.55658929 0.42380487 0.47802343 0.57089418 0.37911653] [ 0.63974396 0.57209215 0.4180482 0.41126216 0.34718307] [ 0.59058901 0.41175473 0.55368948 0.59138187 0.40953595] [ 0.85826177 0.33782739 0.48916067 0.32689415 0.4352973 ] [ 0.2434292 0.57059986 0.4669606 0.70515528 0.5485086 ] [ 0.54515222 0.58582685 0.38749335 0.47575767 0.49963516] [ 0.61900866 0.50331124 0.55542697 0.57190488 0.49939448] [ 0.55803175 0.50558051 0.44587322 0.49124882 0.45559674] [ 0.49807265 0.60509867 0.4492617 0.59822505 0.50856317] [ 0.53473414 0.4997711 0.58535946 0.69132649 0.48548224] [ 0.68671548 0.57991885 0.42014233 0.37686699 0.299122 ] [ 0.36690357 0.58569662 0.4456475 0.6148212 0.45326449] [ 0.65637326 0.40152769 0.33639884 0.42247181 0.47403282] [ 0.1676348 0.67491735 0.4066942 0.75642491 0.422061 ] [ 0.72935389 0.47459974 0.51584089 0.32130361 0.37787952] [ 0.75304526 0.41895989 0.57515121 0.24441296 0.45863197] [ 0.87014015 0.34535674 0.61548244 0.19668451 0.43500374] [ 0.63238809 0.43255384 0.55619177 0.42957093 0.36278024] [ 0.78230797 0.40713569 0.5847735 0.29024966 0.49588688] [ 0.10062509 0.60531733 0.52465207 0.895071 0.60650369] [ 0.50446417 0.57823773 0.53893498 0.64240954 0.44882676] [ 0.17160863 0.62913309 0.37031604 0.88428437 0.58169948] [ 0.6748007 0.62341028 0.3551272 0.46429782 0.42898709] [ 0.56751997 0.51849446 0.50223516 0.38804515 0.44945266] [ 0.63135928 0.57703383 0.38864488 0.47674476 0.48302801] [ 0.4241267 0.4861157 0.40624907 0.46468084 0.43755114] [ 0.75726124 0.49959154 0.53914626 0.303495 0.32413524] [ 0.73166639 0.5515583 0.38214599 0.48592553 0.30200484] [ 0.21216005 0.62699967 0.45367288 0.82474094 0.5220319 ] [ 0.84893966 0.36224661 0.68058624 0.21183706 0.41602276] [ 0.89931073 0.28642286 0.60686561 0.13305423 0.32643728] [ 0.35706654 0.68539132 0.39987261 0.77853536 0.51428554] [ 0.38705714 0.54633244 0.4904947 0.67151807 0.32422783] [ 0.28188053 0.63102102 0.47223294 0.89535068 0.56486284] [ 0.30867392 0.58293755 0.46149969 0.83327164 0.46303957] [ 0.4957137 0.51555152 0.56486338 0.65389738 0.50182867] [ 0.2401476 0.53069662 0.43466823 0.73648956 0.49778905] [ 0.68351028 0.50148747 0.44455231 0.38735089 0.49609494] [ 0.43321502 0.61077608 0.36314019 0.50483401 0.41674854] [ 0.39889862 0.60487685 0.46725895 0.51797012 0.55963981] [ 0.30088957 0.71364721 0.23849816 0.76945647 0.48059503] [ 0.32951465 0.57462674 0.60050312 0.83893528 0.4837601 ] [ 0.85653546 0.35995376 0.62161373 0.19879461 0.4368965 ] [ 0.21201268 0.50295361 0.29811478 0.90125254 0.45118569] [ 0.79525957 0.50445657 0.49786579 0.3525983 0.47798974] [ 0.25344883 0.54338058 0.51100516 0.72393842 0.5639929 ] [ 0.10309711 0.63192969 0.36309874 0.8972141 0.53126103] [ 0.76914518 0.39177262 0.50886643 0.28439189 0.38302691] [ 0.27085239 0.56731096 0.59711602 0.74136548 0.66269033] [ 0.66793035 0.37650704 0.67362259 0.59203901 0.42130548] [ 0.43426779 0.64930735 0.28796094 0.63763496 0.39797596] [ 0.62596847 0.42642488 0.3983505 0.43143604 0.32446501] [ 0.19555995 0.73418436 0.34673819 0.77673302 0.51026146] [ 0.29425186 0.63407516 0.44910963 0.7427074 0.5276298 ] [ 0.85783956 0.40508062 0.50520632 0.15886636 0.30883818] [ 0.61633252 0.44346698 0.5109006 0.36684297 0.58178383] [ 0.40567746 0.59846628 0.4654231 0.70595874 0.61720786] [ 0.67572831 0.52035744 0.41430273 0.58021766 0.37209203] [ 0.31626926 0.67980127 0.3818388 0.70973001 0.50294336] [ 0.52157111 0.59042891 0.50261046 0.42056026 0.52548304] [ 0.3175041 0.58687898 0.46986184 0.730291 0.35180459] [ 0.68266966 0.3835954 0.47210181 0.32362531 0.40103553] [ 0.35649545 0.47095381 0.46354555 0.68812911 0.64601257] [ 0.12618861 0.54308339 0.54600171 0.778654 0.65294106] [ 0.57830933 0.39286071 0.47585328 0.45155789 0.44996875] [ 0.15442447 0.58571325 0.48633554 0.80145768 0.58895888] [ 0.86114661 0.38856756 0.56764005 0.22119105 0.37583921] [ 0.64387917 0.48741452 0.66299102 0.58110728 0.40854372] [ 0.58810483 0.3636828 0.50590416 0.53801808 0.33977126] [ 0.20011203 0.56816789 0.33756781 0.90088252 0.60094328] [ 0.3349572 0.48692358 0.61018792 0.7224007 0.34959203] [ 0.59345155 0.42155841 0.47351111 0.36602298 0.4492292 ] [ 0.78793917 0.51802882 0.54482947 0.38323919 0.41642122] [ 0.67157418 0.35542007 0.6484918 0.48668185 0.35443789] [ 0.40740417 0.6661301 0.4205509 0.56644018 0.57991837] [ 0.59660406 0.39958568 0.54321198 0.65717733 0.42106767] [ 0.81581245 0.40737823 0.55527604 0.22865618 0.35627016] [ 0.6774345 0.3973809 0.45375473 0.29191024 0.34262532] [ 0.67895309 0.34581601 0.52179511 0.32828654 0.55468271] [ 0.39427464 0.55519117 0.53494872 0.82848951 0.55186981] [ 0.19300182 0.5703162 0.49521895 0.8576472 0.46732938] [ 0.58394047 0.508238 0.61285259 0.48918744 0.47278135] [ 0.2103078 0.54770343 0.39788826 0.83124425 0.46406864] [ 0.4967614 0.66250574 0.39728806 0.72490002 0.37030267] [ 0.3767405 0.59590749 0.51195245 0.61529265 0.48041731] [ 0.72644879 0.33607658 0.52528911 0.4156513 0.52054905] [ 0.37627998 0.64353101 0.45092006 0.69717035 0.39596413] [ 0.64164485 0.42743157 0.45801422 0.58548904 0.30515169] [ 0.37396634 0.46454286 0.51353982 0.79997996 0.42805896] [ 0.73879373 0.37253273 0.55953432 0.20818307 0.40537188] [ 0.55902178 0.49474275 0.35767316 0.49830437 0.41792968] [ 0.68829575 0.42016416 0.48399841 0.3254903 0.31129021] [ 0.67215825 0.43562335 0.50953408 0.34876594 0.517671 ] [ 0.49792416 0.4371988 0.45940905 0.46138585 0.38801703] [ 0.71307448 0.50695508 0.3888342 0.42523081 0.33692688] [ 0.50685478 0.63388187 0.38102498 0.69685195 0.56480797] [ 0.73909671 0.50676221 0.46014428 0.33165497 0.45112989] [ 0.55973421 0.4844695 0.42775204 0.28975754 0.46264662] [ 0.74144902 0.37149941 0.47742469 0.31570149 0.32173159] [ 0.6874481 0.55769928 0.27503964 0.49698375 0.38117938] [ 0.23878937 0.60924532 0.38185323 0.614783 0.51912542] [ 0.77708256 0.31572681 0.57170884 0.27003532 0.50550752] [ 0.79321446 0.43379941 0.65527313 0.33352934 0.43927608] [ 0.46018502 0.52827682 0.45311201 0.63679118 0.65974154] [ 0.39653427 0.53417859 0.39606593 0.59994371 0.3795133 ] [ 0.60960311 0.36682474 0.50567702 0.55417475 0.36418809] [ 0.57723696 0.48224475 0.67052673 0.49067928 0.49195076] [ 0.74187499 0.50281764 0.49932308 0.24114433 0.42638871] [ 0.67029731 0.67090844 0.35967936 0.61728968 0.52182802] [ 0.68052841 0.39112246 0.54580718 0.38434155 0.41874848] [ 0.79129965 0.44553891 0.36394671 0.22029753 0.29199895] [ 0.32511691 0.56303166 0.49147355 0.73626755 0.48199782] [ 0.37547163 0.54599316 0.55902726 0.79740178 0.59950302] [ 0.47043854 0.46826544 0.54755786 0.53619707 0.5636962 ] [ 0.29129631 0.58359263 0.52476833 0.83456392 0.63286227] Progress: 38.0% ... Training loss: 0.541 ... Validation loss: 0.900[ 0.32695519 0.49719944 0.51710466 0.72095599 0.61193767] [ 0.5217468 0.38696043 0.56180841 0.68916168 0.54583796] [ 0.17800257 0.72044982 0.42963165 0.76301334 0.42852989] [ 0.67199881 0.42131467 0.56227305 0.65931548 0.42564458] [ 0.0607805 0.61132964 0.46071941 0.88918626 0.68390028] [ 0.48946433 0.52583671 0.48028557 0.50814034 0.55742162] [ 0.46826774 0.61701095 0.42141377 0.43577489 0.483769 ] [ 0.56652189 0.65273576 0.46058887 0.32289166 0.46395018] [ 0.65574904 0.42262206 0.38703372 0.22347052 0.43226469] [ 0.43310299 0.44896702 0.70510209 0.58953799 0.58425167] [ 0.79313567 0.35514677 0.57236897 0.33063874 0.43180834] [ 0.23526857 0.55510429 0.54787635 0.70900397 0.69120033] [ 0.45164291 0.55737012 0.2350886 0.67682798 0.44950665] [ 0.48420901 0.46173003 0.49543916 0.77952628 0.4677976 ] [ 0.81910372 0.44772057 0.60887298 0.39484113 0.4078474 ] [ 0.49888647 0.6118341 0.57249899 0.53331331 0.42026808] [ 0.65794299 0.34351252 0.52804728 0.39646164 0.47502159] [ 0.50841995 0.47719044 0.40256223 0.57858677 0.4004837 ] [ 0.42871604 0.58487578 0.38062959 0.62839195 0.52358417] [ 0.50153136 0.57418156 0.48776294 0.47073825 0.43482746] [ 0.65574904 0.42262206 0.38703372 0.22347052 0.43226469] [ 0.68312058 0.397349 0.40807949 0.25816823 0.31219996] [ 0.27612608 0.54674346 0.36496442 0.79636854 0.49616896] [ 0.22382023 0.73266309 0.42179656 0.82422644 0.41329928] [ 0.78059315 0.41949773 0.50790309 0.31890628 0.42742706] [ 0.52044199 0.34163438 0.57139289 0.42460074 0.65953739] [ 0.6562147 0.52313486 0.66183101 0.47868631 0.46611003] [ 0.2035302 0.74832939 0.29391755 0.83183833 0.51535456] [ 0.68294175 0.36483013 0.52894578 0.28165134 0.50776271] [ 0.76785765 0.50972628 0.60533781 0.21974621 0.48443953] [ 0.50449502 0.41925549 0.51757521 0.60437821 0.51236515] [ 0.71266375 0.46195058 0.3829659 0.26081673 0.28900084] [ 0.25679564 0.59395208 0.5090136 0.82370505 0.57939622] [ 0.31863116 0.44682362 0.62466873 0.7618666 0.50655774] [ 0.79025175 0.50744571 0.2786774 0.3957891 0.29990017] [ 0.63897069 0.34055776 0.57809461 0.36929835 0.44346073] [ 0.49804783 0.58703122 0.49122116 0.39183974 0.53002122] [ 0.75509397 0.49771501 0.53079361 0.40779471 0.37597771] [ 0.83178655 0.39493415 0.51680233 0.16365016 0.36913739] [ 0.3617465 0.48027171 0.49706116 0.656427 0.45451587] [ 0.61134191 0.50360068 0.56527515 0.43924983 0.55379406] [ 0.60117314 0.58370561 0.40522501 0.48929502 0.39421021] [ 0.14073649 0.65479109 0.4239275 0.93038159 0.59428295] [ 0.69871893 0.58538466 0.4585041 0.53218231 0.35326247] [ 0.37219028 0.56956188 0.47476923 0.47589158 0.59170356] [ 0.25569229 0.64827074 0.34862638 0.76390366 0.62582664] [ 0.12019301 0.56873248 0.47686809 0.89927305 0.50600025] [ 0.59043803 0.40090318 0.39510987 0.5169103 0.47434498] [ 0.52894667 0.6290724 0.36410861 0.73133782 0.37294171] [ 0.4455052 0.57036285 0.61157864 0.58050605 0.53852907] [ 0.61135712 0.48707308 0.46511953 0.47742799 0.41043506] [ 0.34906684 0.52605875 0.43825662 0.83057918 0.49818068] [ 0.58924665 0.58153892 0.64340028 0.59254544 0.48219269] [ 0.70096028 0.46868843 0.6365684 0.65462371 0.35601252] [ 0.20880997 0.72565088 0.39899681 0.76159026 0.54923086] [ 0.37005105 0.58418212 0.37189212 0.56316327 0.48389709] [ 0.19636334 0.62101947 0.37714885 0.78097144 0.48376944] [ 0.54431979 0.33524513 0.53909949 0.5428451 0.45830989] [ 0.48874277 0.40377409 0.5832196 0.68106204 0.46162009] [ 0.46121851 0.55227556 0.52718642 0.46776414 0.4572833 ] [ 0.20436241 0.70245006 0.3476164 0.838294 0.52635542] [ 0.40404924 0.52546833 0.41568163 0.72885221 0.39070075] [ 0.42521852 0.37556411 0.53381877 0.74662996 0.52954432] [ 0.33142441 0.49576668 0.49243802 0.69598117 0.55539091] [ 0.44391618 0.4343012 0.52129691 0.70127788 0.47476913] [ 0.66842727 0.52349553 0.48183581 0.42292579 0.48952058] [ 0.51107174 0.47515801 0.60976992 0.682383 0.50580336] [ 0.7877786 0.45499666 0.51738225 0.29197231 0.39669614] [ 0.70153741 0.39137597 0.5606569 0.25239695 0.37438086] [ 0.59993889 0.39437932 0.65104436 0.54777971 0.44788286] [ 0.64724623 0.36156396 0.50441427 0.55571983 0.30809081] [ 0.33765524 0.55504465 0.43607701 0.62720214 0.60282631] [ 0.76627518 0.46487285 0.63392882 0.25823596 0.52533401] [ 0.17068082 0.59054199 0.44517128 0.84933408 0.49420269] [ 0.25412451 0.45100401 0.48460558 0.71073206 0.46875054] [ 0.77427085 0.45646156 0.49578921 0.27016098 0.40906606] [ 0.14630298 0.59885555 0.37131153 0.90329232 0.55387064] [ 0.28097425 0.58800186 0.50573054 0.88128419 0.51578328] [ 0.65896277 0.45069435 0.39624011 0.33430261 0.42279233] [ 0.48486465 0.67896437 0.26677748 0.48229779 0.36389059] [ 0.57262851 0.44701107 0.54245449 0.63472992 0.33036922] [ 0.62063498 0.36029807 0.53761925 0.25873529 0.52509227] [ 0.71636116 0.54241495 0.45475356 0.56038019 0.37796423] [ 0.10356576 0.67540671 0.37581298 0.88279323 0.50898126] [ 0.46383552 0.53568497 0.56680317 0.66901522 0.60634929] [ 0.67886011 0.49505891 0.60571202 0.41484003 0.46520725] [ 0.35108649 0.63190955 0.53771593 0.73176106 0.50367394] [ 0.31697502 0.5510423 0.46141787 0.7848853 0.64677623] [ 0.58835339 0.4205669 0.52241422 0.30601362 0.61645201] [ 0.44872032 0.49877921 0.53131759 0.78157476 0.30653776] [ 0.60550746 0.50372495 0.41363167 0.43649262 0.39678675] [ 0.19208827 0.61851935 0.43729165 0.89414652 0.57439112] [ 0.58779246 0.48406386 0.49540912 0.67800512 0.3633938 ] [ 0.42161066 0.61872493 0.42004321 0.62416726 0.41413297] [ 0.61120536 0.39661671 0.57136081 0.53145473 0.38054104] [ 0.47709844 0.47870878 0.49385691 0.38429567 0.45558923] [ 0.64018372 0.51188698 0.49887114 0.33969775 0.51608852] [ 0.1433911 0.68918656 0.35075664 0.81941897 0.54517759] [ 0.17272421 0.4926757 0.48435974 0.90894572 0.71313023] [ 0.80707671 0.34998763 0.64898363 0.20741905 0.49702556] [ 0.76777155 0.46070988 0.51321636 0.40372398 0.43543509] [ 0.59339042 0.50368342 0.42679512 0.58505437 0.3582175 ] [ 0.31885234 0.61862613 0.53284959 0.53996319 0.54016953] [ 0.76557679 0.40505496 0.5708857 0.19253437 0.43187664] [ 0.61352328 0.55810088 0.27151204 0.35672078 0.3730268 ] [ 0.76460087 0.39922185 0.52724649 0.41013335 0.40535888] [ 0.77086083 0.35398933 0.45414972 0.15396437 0.40544415] [ 0.36591208 0.68640611 0.45038748 0.57751584 0.48072756] [ 0.45573813 0.53753291 0.46932109 0.46498521 0.54640996] [ 0.40155203 0.44376224 0.529255 0.8355823 0.58524802] [ 0.63426682 0.34465823 0.59768857 0.2598641 0.49445332] [ 0.43240161 0.5189384 0.59258947 0.47006276 0.46765236] [ 0.51675569 0.43729539 0.54717899 0.55585478 0.60768399] [ 0.4667477 0.62886094 0.43664444 0.6424762 0.43085538] [ 0.83799957 0.4100371 0.56115684 0.2663206 0.35276736] [ 0.60093165 0.44744744 0.41632925 0.49489194 0.36759437] [ 0.42645162 0.64449032 0.38285742 0.66553085 0.37326761] [ 0.44192424 0.56869975 0.48521215 0.69423487 0.56923129] [ 0.57540935 0.45116624 0.57309334 0.31162303 0.46759796] [ 0.43701219 0.455445 0.44636187 0.53109373 0.50891903] [ 0.44029564 0.62124182 0.35909149 0.54954433 0.47543069] [ 0.47214342 0.57113973 0.3893515 0.58387483 0.47587233] [ 0.337452 0.6455631 0.42884684 0.70527564 0.50648284] [ 0.5260409 0.50423837 0.52511487 0.74865195 0.53128924] [ 0.57467705 0.34330895 0.44576473 0.69262426 0.36698659] [ 0.84406193 0.56093604 0.47296661 0.25581532 0.34245158] [ 0.51196159 0.56643222 0.4061933 0.51209626 0.41561444] [ 0.65848235 0.43964986 0.49081912 0.33921274 0.43295191] Progress: 38.0% ... Training loss: 0.541 ... Validation loss: 0.899[ 0.26550133 0.60522232 0.49397596 0.68395363 0.43085418] [ 0.48055376 0.52075261 0.50818311 0.62943461 0.47727888] [ 0.52825306 0.44084235 0.41952356 0.45347391 0.49803905] [ 0.37226871 0.70275208 0.47599398 0.75021378 0.61555472] [ 0.79907485 0.463024 0.49898589 0.23991474 0.35191963] [ 0.49273304 0.4485168 0.63722469 0.45835153 0.5015374 ] [ 0.4235657 0.46717682 0.54727504 0.59982941 0.41957086] [ 0.53691094 0.4191304 0.52109725 0.6089829 0.36677694] [ 0.51152122 0.51621369 0.45143048 0.44766366 0.50009374] [ 0.22145174 0.71000746 0.37077424 0.81939366 0.4702017 ] [ 0.19432901 0.65507061 0.30726038 0.79014876 0.53074441] [ 0.56883823 0.48107614 0.46362125 0.44166732 0.44455419] [ 0.52739371 0.46194094 0.53466302 0.5059015 0.55056058] [ 0.41246674 0.63145909 0.67092254 0.45192545 0.54034366] [ 0.42146399 0.47801945 0.61897213 0.75373798 0.58380885] [ 0.65234222 0.36597609 0.57784626 0.65351425 0.42144427] [ 0.58936017 0.38311637 0.56022883 0.58813311 0.36347032] [ 0.11740081 0.51331512 0.40833921 0.91677758 0.65489394] [ 0.64042901 0.46345685 0.50629427 0.73272847 0.35566991] [ 0.27791798 0.66890611 0.44243033 0.9096886 0.61826407] [ 0.80398276 0.46222273 0.41039008 0.37973684 0.24910324] [ 0.42216562 0.60113849 0.40371887 0.65726164 0.53372452] [ 0.46117368 0.41241962 0.42710712 0.76141792 0.49104607] [ 0.44219621 0.59956683 0.42029507 0.63249061 0.30226357] [ 0.30917674 0.5649222 0.58274656 0.67026849 0.5768855 ] [ 0.45156726 0.47742044 0.52645425 0.58149148 0.51888339] [ 0.22353704 0.69073127 0.39930315 0.76136777 0.50882374] [ 0.81096631 0.35777374 0.58293772 0.28258827 0.47521473] [ 0.55047687 0.41670987 0.37388094 0.51734801 0.45655015] [ 0.78485881 0.48116443 0.43814115 0.29615758 0.43499834] [ 0.85458524 0.37211453 0.56354128 0.10174134 0.39814899] [ 0.72268284 0.43396517 0.41393632 0.33252903 0.42013999] [ 0.35638654 0.56842234 0.51188177 0.63271753 0.67565886] [ 0.33391968 0.41853783 0.53448087 0.74142179 0.45311861] [ 0.84288428 0.40707888 0.4422492 0.32081624 0.33755124] [ 0.50146969 0.49731199 0.43966648 0.55380549 0.58482448] [ 0.83080403 0.31550754 0.4383242 0.26679677 0.34656895] [ 0.65279804 0.50622566 0.53747084 0.37837413 0.5551754 ] [ 0.31374205 0.56676183 0.3433562 0.78604319 0.41183907] [ 0.47971377 0.63081311 0.34291998 0.44621505 0.45521439] [ 0.50724891 0.55742326 0.53028898 0.40062935 0.54907693] [ 0.51393387 0.57676285 0.6146706 0.62640687 0.36167677] [ 0.44788073 0.59965497 0.37881049 0.67331465 0.44755732] [ 0.70424124 0.51879318 0.53956068 0.22142228 0.4816304 ] [ 0.28502326 0.56260651 0.43589268 0.76853523 0.45095089] [ 0.71445133 0.5037232 0.47041437 0.44469326 0.36493388] [ 0.62583882 0.44196426 0.41507974 0.40391148 0.35904879] [ 0.7430632 0.3279648 0.51273894 0.22786969 0.39223614] [ 0.54189789 0.43265101 0.46275764 0.52232384 0.49732025] [ 0.60175171 0.48084256 0.49497426 0.68329043 0.38551884] [ 0.62688079 0.38652534 0.54527044 0.32652671 0.62741741] [ 0.46173126 0.51208783 0.57510832 0.73059331 0.37437145] [ 0.64512687 0.41360441 0.43652821 0.45434677 0.37122184] [ 0.29420432 0.61762061 0.40827077 0.59491914 0.43377109] [ 0.82481036 0.45250526 0.5056866 0.19808862 0.35068456] [ 0.83321529 0.30712112 0.54054769 0.24086174 0.45299603] [ 0.29488684 0.59675292 0.28869891 0.73595144 0.61176115] [ 0.6353791 0.42182941 0.46777123 0.59904953 0.43994383] [ 0.58942781 0.59654559 0.48468247 0.49673191 0.36479347] [ 0.69467543 0.41954604 0.64410068 0.57973904 0.32317469] [ 0.46998064 0.61243177 0.5292998 0.55448544 0.3867634 ] [ 0.47673719 0.4861928 0.48031834 0.73006835 0.3294361 ] [ 0.54425895 0.55309789 0.35479085 0.46480436 0.35371646] [ 0.25743248 0.55381322 0.62759715 0.80280543 0.61629323] [ 0.78088974 0.41928497 0.50800277 0.3186884 0.42733802] [ 0.28888495 0.66438737 0.43763704 0.76006684 0.4761464 ] [ 0.43902467 0.56655869 0.40515543 0.64612823 0.55729652] [ 0.46304664 0.55135331 0.35299296 0.54945663 0.33366892] [ 0.81815957 0.51236897 0.50925695 0.29111672 0.4116508 ] [ 0.6583749 0.27936081 0.61200368 0.48000845 0.46692961] [ 0.5514818 0.4539215 0.48143027 0.77893811 0.42674769] [ 0.60695004 0.40550599 0.51358185 0.69958821 0.32525447] [ 0.65505281 0.44341453 0.35392146 0.2314821 0.3665045 ] [ 0.75782131 0.46632437 0.4971916 0.21450553 0.39082998] [ 0.46286814 0.43960595 0.47717253 0.74647443 0.39557283] [ 0.50173787 0.46805831 0.58031126 0.69328918 0.51719284] [ 0.40692589 0.61556079 0.39778387 0.63955795 0.40204818] [ 0.53813256 0.53105359 0.5549707 0.4045291 0.55055388] [ 0.76659058 0.29603736 0.58747854 0.37961135 0.46834801] [ 0.61683576 0.5523955 0.45459042 0.29292601 0.43748074] [ 0.5151698 0.45629335 0.53706058 0.34018297 0.53220763] [ 0.61742949 0.45594085 0.49813736 0.52654656 0.46403976] [ 0.7457559 0.32266413 0.57354019 0.21525821 0.36593434] [ 0.6444593 0.51999316 0.43776879 0.35627895 0.42493319] [ 0.61416333 0.32570396 0.52632513 0.44139519 0.50831519] [ 0.1967102 0.55818567 0.37317107 0.92898426 0.55753145] [ 0.74628131 0.39006837 0.39054667 0.26888157 0.33496184] [ 0.53701121 0.5345627 0.61758009 0.42682062 0.41551927] [ 0.3989216 0.69725077 0.39751686 0.78839482 0.48374376] [ 0.59545448 0.41402606 0.42717082 0.47299135 0.3977203 ] [ 0.21921641 0.73016058 0.37989374 0.84969051 0.55383439] [ 0.33063151 0.55664385 0.53698828 0.65388506 0.50436225] [ 0.83741332 0.453199 0.60117093 0.17928254 0.42999651] [ 0.479766 0.3784612 0.53956063 0.65695999 0.38744912] [ 0.80846949 0.4567442 0.5854786 0.36372841 0.39205872] [ 0.51353529 0.54480117 0.46194013 0.77479749 0.54586764] [ 0.82999064 0.37855462 0.4343946 0.23988576 0.29116385] [ 0.57260199 0.53013978 0.50141265 0.44867324 0.31506389] [ 0.7009389 0.31923593 0.64490561 0.25104181 0.52806389] [ 0.30186468 0.66706132 0.40876351 0.89043739 0.31912921] [ 0.65578553 0.4656162 0.35924185 0.42204284 0.41314513] [ 0.77039566 0.34646642 0.5894167 0.25014636 0.3633352 ] [ 0.73952429 0.36990263 0.43869007 0.2689406 0.38914855] [ 0.69606854 0.42299873 0.72376117 0.55338256 0.40838904] [ 0.73664754 0.38565355 0.66131684 0.32586993 0.45030192] [ 0.48999991 0.57956714 0.35652402 0.62718136 0.23810687] [ 0.8016801 0.50467553 0.30141626 0.38032396 0.30027261] [ 0.74124348 0.3631759 0.46303832 0.45998854 0.29292811] [ 0.07189035 0.58783094 0.51213053 0.87514509 0.60451861] [ 0.26624677 0.68420495 0.45332974 0.81722616 0.60860152] [ 0.45941214 0.48281155 0.51633978 0.46677331 0.49987501] [ 0.41843708 0.48845105 0.56725296 0.43017413 0.56123786] [ 0.49135842 0.53546129 0.39619866 0.55385311 0.47876143] [ 0.69797345 0.54726148 0.45450874 0.41615755 0.48287053] [ 0.61919331 0.52642027 0.57660434 0.35882814 0.35265363] [ 0.24266983 0.60598209 0.60914051 0.84138638 0.6701656 ] [ 0.4713457 0.52112789 0.44848396 0.58074659 0.39912012] [ 0.70032628 0.34152658 0.49471643 0.32015868 0.43334645] [ 0.7591284 0.34708847 0.56350015 0.1452785 0.35955139] [ 0.44379677 0.6833198 0.36882533 0.70132321 0.47393368] [ 0.63594813 0.48410485 0.43119355 0.35121433 0.3856716 ] [ 0.40145841 0.671147 0.51245917 0.70556358 0.55625959] [ 0.45423159 0.45778851 0.58949166 0.63688743 0.44160709] [ 0.29479527 0.63395179 0.4491298 0.7424673 0.52759811] [ 0.65405478 0.42806566 0.39206371 0.34058936 0.42498261] [ 0.66859316 0.57738512 0.40073419 0.53129063 0.44100766] [ 0.86104473 0.46853755 0.56235729 0.34166949 0.38919804] [ 0.30217985 0.51922284 0.46374412 0.63117972 0.6413719 ] Progress: 38.0% ... Training loss: 0.540 ... Validation loss: 0.901[ 0.27422346 0.58282014 0.36002052 0.73116036 0.4241702 ] [ 0.68123456 0.50661341 0.50259611 0.51632964 0.51848982] [ 0.60524554 0.3524949 0.59207493 0.46269202 0.40375668] [ 0.83253504 0.35515893 0.5536926 0.12579086 0.33111907] [ 0.56287213 0.50637694 0.55749829 0.73860466 0.49756578] [ 0.73148913 0.50729273 0.25399312 0.38692148 0.29826423] [ 0.5765919 0.34285878 0.44594744 0.69181461 0.36683152] [ 0.7210341 0.38622124 0.38565577 0.33511313 0.3625212 ] [ 0.68647734 0.52414411 0.48787281 0.26041307 0.45515178] [ 0.35866445 0.51606018 0.41326213 0.74804189 0.37797649] [ 0.51177212 0.64646478 0.55441839 0.55617506 0.47831325] [ 0.70916911 0.41398031 0.62102977 0.45705961 0.44802679] [ 0.26480701 0.50077058 0.43278237 0.57013497 0.76660042] [ 0.41296378 0.61813974 0.47692724 0.45820436 0.34757015] [ 0.31966312 0.54099242 0.53632088 0.86325984 0.54698795] [ 0.34828513 0.5847369 0.49586676 0.73489547 0.55541728] [ 0.45149915 0.586556 0.45006052 0.48579829 0.34795299] [ 0.74220222 0.45485871 0.50767103 0.35722144 0.42429994] [ 0.62233029 0.44108971 0.53475246 0.37566941 0.3002176 ] [ 0.64877527 0.36101571 0.50464813 0.55477969 0.30791584] [ 0.37308044 0.55476465 0.4264445 0.74097867 0.58934157] [ 0.62383259 0.41084875 0.62239151 0.28690329 0.43080303] [ 0.17635157 0.63422112 0.41078469 0.82571854 0.4504998 ] [ 0.15098121 0.55518277 0.50784376 0.80153574 0.54693911] [ 0.83118831 0.47401694 0.57596437 0.34671572 0.41449268] [ 0.79000519 0.50757605 0.27863269 0.39577774 0.29995069] [ 0.37220194 0.67731636 0.36615064 0.69948174 0.42042888] [ 0.62678597 0.52700147 0.55777594 0.40807773 0.38524541] [ 0.86465503 0.42784749 0.50292314 0.18591539 0.40191868] [ 0.76040967 0.46628049 0.5760638 0.40514483 0.34074332] [ 0.19873264 0.54655361 0.60892226 0.77094674 0.62800384] [ 0.43608591 0.45689177 0.4632304 0.41587823 0.40554699] [ 0.28731459 0.73516396 0.39128376 0.82940505 0.39491013] [ 0.81337344 0.33360413 0.51917438 0.37737971 0.46223359] [ 0.41557883 0.49819017 0.39593909 0.66895926 0.378644 ] [ 0.64487537 0.49407595 0.65534512 0.4303537 0.47029097] [ 0.59240971 0.48622629 0.52064453 0.42382332 0.41767288] [ 0.5068902 0.53956525 0.36376517 0.45031928 0.45164905] [ 0.53105874 0.55761761 0.41695879 0.52286887 0.48807512] [ 0.46300717 0.57652874 0.55756961 0.48943703 0.3641089 ] [ 0.79794002 0.30918196 0.53194882 0.28664384 0.42166426] [ 0.64341976 0.52201166 0.39269113 0.53850138 0.32520714] [ 0.6462051 0.5774236 0.40190349 0.48113402 0.33614132] [ 0.59860513 0.49551494 0.53684767 0.5759291 0.41838096] [ 0.46265375 0.51179299 0.57523275 0.73025333 0.37426142] [ 0.64564111 0.54466914 0.42236751 0.44034004 0.41954094] [ 0.48788188 0.52948289 0.36606367 0.68440174 0.42357597] [ 0.82909317 0.29922825 0.5284767 0.19374659 0.45158148] [ 0.51401885 0.68614812 0.48302975 0.71634532 0.53373519] [ 0.67988093 0.48124843 0.30292061 0.4217626 0.35185159] [ 0.52388492 0.42086193 0.44995617 0.68996654 0.33469023] [ 0.53324253 0.51336835 0.51588045 0.69112476 0.33791901] [ 0.20218641 0.58294337 0.46458631 0.79876111 0.50787972] [ 0.55723657 0.44920031 0.52268295 0.68965559 0.36033428] [ 0.50810838 0.49902477 0.52645478 0.37306004 0.55422184] [ 0.3837285 0.65545807 0.4125302 0.6568252 0.41220927] [ 0.38936729 0.43893736 0.45389804 0.67099332 0.4169286 ] [ 0.26874224 0.5523896 0.46973141 0.78758694 0.44724506] [ 0.27496771 0.54662635 0.36021256 0.67307012 0.45071983] [ 0.22308785 0.7209873 0.42912966 0.74160858 0.59708148] [ 0.31697387 0.68943953 0.32870137 0.74178652 0.46155626] [ 0.64583877 0.38061972 0.49448243 0.38964679 0.49577999] [ 0.85112474 0.45985161 0.53441459 0.18980451 0.36496964] [ 0.76517346 0.43928143 0.51189385 0.28297542 0.42618246] [ 0.245162 0.44873845 0.39780614 0.48962977 0.7285505 ] [ 0.31988548 0.67260513 0.47783639 0.76639577 0.49230356] [ 0.45098501 0.51754455 0.45387505 0.47635701 0.48835492] [ 0.26758283 0.64569346 0.31448473 0.86291123 0.41865501] [ 0.69573978 0.45725687 0.51610754 0.31262603 0.49103343] [ 0.44388364 0.49441852 0.37260358 0.73590573 0.60267774] [ 0.50829408 0.42213965 0.42094553 0.62978427 0.35054461] [ 0.36591756 0.46930047 0.52682753 0.55512219 0.52576892] [ 0.83167744 0.3947829 0.51688155 0.16356425 0.36906284] [ 0.39567747 0.54364955 0.42329037 0.77000398 0.3371256 ] [ 0.54786836 0.47811787 0.40156411 0.51675703 0.40181899] [ 0.77487108 0.54250252 0.62754116 0.43606503 0.37248442] [ 0.28625735 0.56226862 0.43603117 0.7680876 0.45082183] [ 0.62884137 0.61821378 0.47850392 0.45412247 0.55819297] [ 0.84423726 0.39589029 0.52186786 0.13529156 0.35449106] [ 0.21961137 0.44349027 0.4917344 0.92861821 0.62866143] [ 0.21480592 0.64976064 0.45426297 0.88938079 0.35714675] [ 0.74208567 0.38769865 0.68361323 0.36151399 0.40259483] [ 0.21610965 0.7366473 0.3215506 0.8546307 0.45099299] [ 0.26149126 0.66947537 0.37593541 0.66647126 0.4598366 ] [ 0.33415854 0.5845532 0.40995922 0.83196099 0.57801454] [ 0.67044943 0.334029 0.5822299 0.40202407 0.45537174] [ 0.64358679 0.35602254 0.575821 0.62334082 0.39601823] [ 0.64537244 0.35647935 0.65796183 0.49096342 0.40879438] [ 0.10404011 0.70865602 0.34071491 0.90425239 0.60191287] [ 0.66117639 0.42828544 0.36960521 0.63892708 0.28958037] [ 0.59840361 0.63535634 0.39642172 0.47278494 0.38474741] [ 0.64328446 0.45970452 0.62358742 0.55744686 0.41982324] [ 0.39808494 0.62105644 0.46544193 0.68095931 0.63183925] [ 0.4231255 0.51398781 0.46406332 0.60323206 0.41631976] [ 0.70976641 0.41437731 0.55861543 0.27482483 0.34952601] [ 0.51994572 0.67127589 0.45422761 0.59101304 0.40144709] [ 0.75820366 0.5225503 0.40937974 0.31460372 0.30415875] [ 0.48975856 0.59281591 0.56712892 0.75021918 0.51519031] [ 0.50489476 0.43385783 0.44551152 0.42341368 0.38636325] [ 0.25892653 0.54289515 0.49837157 0.63564647 0.61244637] [ 0.48502597 0.56550649 0.50719398 0.46325759 0.51881503] [ 0.66182847 0.52527167 0.44624767 0.63220819 0.33902039] [ 0.24156449 0.64895728 0.53646383 0.73209673 0.54683513] [ 0.72044972 0.51887603 0.3562483 0.35869358 0.35905819] [ 0.48939045 0.60499098 0.45533126 0.40898989 0.38259686] [ 0.58081856 0.42139688 0.41414544 0.51054737 0.32401024] [ 0.5402985 0.4570466 0.46095436 0.5995012 0.35517731] [ 0.46890726 0.51780982 0.53877205 0.51474167 0.61323415] [ 0.18171558 0.64305447 0.4443998 0.86654301 0.43564818] [ 0.5211826 0.44083545 0.58908198 0.63822496 0.5514781 ] [ 0.75447 0.35856616 0.45437739 0.18683162 0.31416584] [ 0.80899258 0.32617711 0.58214028 0.17146977 0.44921842] [ 0.7477642 0.48223246 0.50071894 0.27878289 0.36359618] [ 0.58012013 0.37520552 0.56209067 0.69587533 0.44651458] [ 0.25643107 0.6200127 0.33001328 0.85768475 0.42007304] [ 0.31338012 0.58972348 0.45834709 0.83070791 0.44373907] [ 0.76715341 0.45789489 0.44357555 0.40857087 0.36788798] [ 0.44035179 0.67949855 0.44284343 0.53828253 0.44723827] [ 0.47918941 0.47709359 0.46140887 0.39721336 0.5488447 ] [ 0.51477884 0.72558994 0.38687313 0.66330121 0.41917759] [ 0.72444917 0.36109558 0.58006212 0.37969126 0.42647415] [ 0.53893861 0.63552511 0.45032611 0.58316635 0.46298176] [ 0.62288756 0.41925974 0.45561604 0.42809598 0.45717345] [ 0.54780178 0.61303958 0.42406902 0.53012485 0.53673199] [ 0.70067807 0.52111738 0.61207372 0.43921244 0.42570984] [ 0.30136493 0.65373965 0.42198902 0.905696 0.4700226 ] [ 0.87649762 0.37799531 0.65636507 0.14499617 0.38946762] [ 0.39808494 0.62105644 0.46544193 0.68095931 0.63183925] Progress: 38.1% ... Training loss: 0.540 ... Validation loss: 0.900[ 0.83219766 0.38528144 0.60933989 0.1599139 0.31539217] [ 0.71192035 0.46245211 0.38276744 0.26112261 0.28914298] [ 0.53501286 0.47708394 0.48599408 0.55051019 0.37803792] [ 0.63441581 0.58646525 0.4445106 0.53745133 0.42175434] [ 0.27839701 0.55593226 0.48133567 0.84676245 0.61159536] [ 0.88838117 0.34163284 0.65326475 0.1645451 0.33234088] [ 0.28756391 0.67813863 0.40736673 0.72928129 0.55327248] [ 0.64198103 0.52066358 0.50622246 0.5143812 0.45152655] [ 0.48981988 0.59534099 0.55422915 0.59189182 0.55870249] [ 0.23176244 0.73663419 0.4173703 0.80103294 0.45211395] [ 0.47974375 0.72897471 0.25732591 0.73401787 0.39226015] [ 0.28734799 0.48680082 0.49810544 0.77734962 0.46422843] [ 0.3363803 0.41767041 0.5348459 0.74028536 0.45280015] [ 0.56657141 0.51892074 0.50205323 0.38845913 0.44961988] [ 0.52138037 0.3838005 0.44580823 0.41343792 0.43806737] [ 0.17976064 0.70237113 0.37235548 0.78940714 0.50514023] [ 0.21560589 0.63136298 0.51157225 0.85336042 0.36583747] [ 0.69454934 0.49237205 0.57607564 0.45865032 0.43025553] [ 0.40163507 0.50892518 0.48788693 0.5125042 0.4896587 ] [ 0.7559579 0.44724408 0.42843017 0.27335826 0.3505731 ] [ 0.33233736 0.55233778 0.60229524 0.77233215 0.61110476] [ 0.20694335 0.54245235 0.45920569 0.81876308 0.49112073] [ 0.78932501 0.37804331 0.62984277 0.35708576 0.35494057] [ 0.77282038 0.41140358 0.52644958 0.41544573 0.41786371] [ 0.82218316 0.33455142 0.55897726 0.17226832 0.37331046] [ 0.74122482 0.6247753 0.52370028 0.44801892 0.43633138] [ 0.45738471 0.51467128 0.61410504 0.40047228 0.4056821 ] [ 0.28410622 0.59080949 0.51612415 0.81052916 0.66249549] [ 0.82137713 0.47468395 0.43387781 0.23235813 0.24616751] [ 0.3264085 0.53154377 0.51365221 0.74986256 0.65110649] [ 0.50466558 0.43052449 0.48730154 0.4024891 0.43750758] [ 0.53393236 0.5737357 0.41223234 0.71032242 0.34403164] [ 0.79948044 0.34621443 0.59918544 0.29814992 0.42071515] [ 0.67433163 0.45828236 0.37078185 0.37571969 0.34009969] [ 0.332339 0.51362707 0.43368927 0.83808725 0.47682683] [ 0.42270924 0.64392862 0.34846425 0.77059894 0.2620984 ] [ 0.8812914 0.37321528 0.41830274 0.2806086 0.32533984] [ 0.82939838 0.40826258 0.58002256 0.26179404 0.45166348] [ 0.67614268 0.43231472 0.57352616 0.55127551 0.42315864] [ 0.52394432 0.60099076 0.55371518 0.5116034 0.41351916] [ 0.5410697 0.61060995 0.48910887 0.55712342 0.50664756] [ 0.21481607 0.63465374 0.4717111 0.65360556 0.56736758] [ 0.49993428 0.60459774 0.44943806 0.59740089 0.50840171] [ 0.32860464 0.39667872 0.5747421 0.44166199 0.71598539] [ 0.65900798 0.41798483 0.51017038 0.40388632 0.58383994] [ 0.15135503 0.67060873 0.43363123 0.72214933 0.60101191] [ 0.31918369 0.52371785 0.36848622 0.64222221 0.47163755] [ 0.69562657 0.5383329 0.44394833 0.5474288 0.47163235] [ 0.93017044 0.29632515 0.63367963 0.10736264 0.32656878] [ 0.85469249 0.44784307 0.52202777 0.33029004 0.39371059] [ 0.77327261 0.47527283 0.51743909 0.18891119 0.39487533] [ 0.66661254 0.5403386 0.51005103 0.47147751 0.42621966] [ 0.51514725 0.56921185 0.51448966 0.46309762 0.60594791] [ 0.6425795 0.41302041 0.56235175 0.24677466 0.56204168] [ 0.69677487 0.31178252 0.53346245 0.40750811 0.43030105] [ 0.55096547 0.515766 0.45797403 0.5963183 0.45994228] [ 0.30081311 0.572898 0.47411707 0.77148706 0.36787169] [ 0.55289876 0.47176852 0.49422111 0.5487458 0.41219686] [ 0.72717984 0.33288111 0.58557871 0.38202376 0.33708121] [ 0.51687347 0.49498838 0.56924239 0.61913432 0.48742462] [ 0.79886891 0.25168521 0.4646769 0.18244707 0.32653771] [ 0.18840957 0.60052294 0.31623794 0.91836153 0.65174973] [ 0.71276268 0.32742307 0.52374446 0.50814229 0.43781058] [ 0.1681963 0.67503888 0.40658576 0.7562155 0.42216424] [ 0.24126582 0.59678318 0.42405908 0.90550165 0.52660257] [ 0.69710077 0.45281851 0.51203149 0.48494509 0.38659478] [ 0.63182001 0.39195713 0.29932695 0.37285727 0.42023726] [ 0.66192083 0.45546951 0.47116514 0.25274134 0.4725501 ] [ 0.39217462 0.56249167 0.3145152 0.63713731 0.42864518] [ 0.61052233 0.43914225 0.41840851 0.68336891 0.34800813] [ 0.81323715 0.50050284 0.48356015 0.27952846 0.48838351] [ 0.23556147 0.59672762 0.47424881 0.7207574 0.57764204] [ 0.44250808 0.62208389 0.32209374 0.79946986 0.61990681] [ 0.81646495 0.26195613 0.60425685 0.13724358 0.39528879] [ 0.5550037 0.52455061 0.37242521 0.47031866 0.34715916] [ 0.22785616 0.63442112 0.45653324 0.90161858 0.6108583 ] [ 0.46290285 0.53297017 0.47310308 0.50434633 0.50302371] [ 0.40758419 0.70423263 0.40666075 0.78943686 0.44420384] [ 0.72640236 0.33888424 0.39012367 0.25432048 0.38529505] [ 0.55715591 0.60019681 0.62737551 0.43093436 0.54874299] [ 0.53606601 0.68880141 0.33491377 0.77672036 0.55479708] [ 0.54426338 0.40864333 0.66129832 0.54145278 0.44907942] [ 0.58106837 0.43127064 0.59184447 0.28108936 0.50364826] [ 0.67256141 0.42189778 0.40971827 0.35727474 0.5431762 ] [ 0.71575108 0.54176404 0.50509458 0.49980425 0.42979042] [ 0.88200589 0.43604687 0.54271211 0.17909142 0.36142779] [ 0.69173715 0.41060076 0.59320202 0.50196102 0.37877742] [ 0.67275443 0.60215444 0.41865979 0.63577402 0.36847604] [ 0.84915466 0.36754991 0.51377905 0.22560911 0.41395092] [ 0.33285221 0.5041665 0.490246 0.75104131 0.40159393] [ 0.41824115 0.50113244 0.42009904 0.75990248 0.4546232 ] [ 0.26130139 0.69081589 0.47638751 0.71925126 0.5701908 ] [ 0.64245205 0.36441816 0.48268754 0.28192676 0.34466548] [ 0.7877465 0.55497236 0.51185471 0.51723725 0.39224758] [ 0.71015728 0.41142981 0.54833474 0.3413738 0.40200756] [ 0.62026653 0.40125682 0.56698713 0.31493006 0.41088366] [ 0.43635694 0.59607764 0.41275795 0.76802751 0.37997064] [ 0.7611083 0.36749548 0.59914846 0.19496291 0.47003663] [ 0.45627605 0.56340888 0.3433269 0.58899082 0.50021352] [ 0.19102891 0.64997133 0.44054637 0.88552769 0.45618852] [ 0.53144292 0.59739923 0.5134949 0.52869049 0.48767501] [ 0.38464657 0.4349832 0.54496291 0.50172919 0.5272899 ] [ 0.44567441 0.39951565 0.50234373 0.7995139 0.46512661] [ 0.2164644 0.49419917 0.44909842 0.88075432 0.65618191] [ 0.34128852 0.57031433 0.42146541 0.77150499 0.63991981] [ 0.35172888 0.54573694 0.61517406 0.42556119 0.60291992] [ 0.4808263 0.60858368 0.48154229 0.56455132 0.52067966] [ 0.51033835 0.57559821 0.53632254 0.57661275 0.51993064] [ 0.51437706 0.46086905 0.5917734 0.41496368 0.48436214] [ 0.50363282 0.5678244 0.44809919 0.60507458 0.48465112] [ 0.73859688 0.35303414 0.36166518 0.40719036 0.40735373] [ 0.54661854 0.40528928 0.6464964 0.3033022 0.40233649] [ 0.57313991 0.40891777 0.57754053 0.37279969 0.52231452] [ 0.59333659 0.55115256 0.61055051 0.65279907 0.4777975 ] [ 0.47773385 0.45954549 0.43304503 0.67501267 0.35613188] [ 0.90969772 0.42706512 0.49515192 0.19131757 0.33880051] [ 0.22603188 0.69333317 0.44263139 0.84444702 0.52870323] [ 0.81733873 0.5204904 0.42458382 0.44524803 0.3805478 ] [ 0.63028656 0.58869117 0.51968307 0.45069721 0.43395509] [ 0.45599163 0.54623402 0.4694542 0.27817255 0.48918798] [ 0.50036741 0.41920697 0.4165944 0.59498104 0.5128957 ] [ 0.73320708 0.50028361 0.36311648 0.56285586 0.43646111] [ 0.72194382 0.48852329 0.66857453 0.38964905 0.44832008] [ 0.71946108 0.45190786 0.43954173 0.40443555 0.34879419] [ 0.6683741 0.40971791 0.53669271 0.51845395 0.43916729] [ 0.87118575 0.33219441 0.66478427 0.22248645 0.40473782] [ 0.27101371 0.48289536 0.3671916 0.75883969 0.47439397] [ 0.55168528 0.60980973 0.49397675 0.53765294 0.47303412] Progress: 38.1% ... Training loss: 0.540 ... Validation loss: 0.896[ 0.37588097 0.58679128 0.42437207 0.51451428 0.37331186] [ 0.53840931 0.62109077 0.4640846 0.54788742 0.37144301] [ 0.78490921 0.50826511 0.52267552 0.38076488 0.44692097] [ 0.69430926 0.39717401 0.38057883 0.46158603 0.53115136] [ 0.66307328 0.47186862 0.46461473 0.52558043 0.46439581] [ 0.56976425 0.55298253 0.5282179 0.46315677 0.34373732] [ 0.64113926 0.45623296 0.56997012 0.48997235 0.42080835] [ 0.55839112 0.49626047 0.50710478 0.48395336 0.53915561] [ 0.52753425 0.60557467 0.47068934 0.56589261 0.42156605] [ 0.43630285 0.49181863 0.43886469 0.7882814 0.38910068] [ 0.30949481 0.65101286 0.38089238 0.84108047 0.61196127] [ 0.48633853 0.52863119 0.55771952 0.57151444 0.49985092] [ 0.64869283 0.38571365 0.70495403 0.49284301 0.35807216] [ 0.53486113 0.5384648 0.47724381 0.59187272 0.43143253] [ 0.70148151 0.54671113 0.4130596 0.55070407 0.49865397] [ 0.25185914 0.4676459 0.45381915 0.89276366 0.6433476 ] [ 0.52772017 0.65547627 0.34413985 0.49196489 0.48563447] [ 0.41862596 0.55045983 0.52914685 0.7570891 0.37018426] [ 0.45405526 0.44138765 0.64044024 0.31410439 0.68625427] [ 0.59339921 0.58368704 0.60066943 0.60116511 0.47795336] [ 0.28947757 0.50348477 0.54070126 0.73313542 0.57592895] [ 0.68891324 0.56907746 0.65172771 0.50229473 0.44664447] [ 0.55099483 0.54756069 0.38770328 0.62671695 0.6063247 ] [ 0.77062598 0.33892731 0.58803353 0.24294866 0.37727008] [ 0.75745531 0.51509533 0.56684789 0.33587803 0.38155389] [ 0.61980938 0.39551871 0.57405304 0.34549741 0.46354761] [ 0.64069289 0.52413545 0.54874159 0.504586 0.36710114] [ 0.42628511 0.52898927 0.45397022 0.5786388 0.30162929] [ 0.58217828 0.62066788 0.51440448 0.63182551 0.35564325] [ 0.27060856 0.67528494 0.53767265 0.75270185 0.49446166] [ 0.39018578 0.55106619 0.39478343 0.71269097 0.38930001] [ 0.51646171 0.32549243 0.45301898 0.68162683 0.40066403] [ 0.41053976 0.63962543 0.38518483 0.83477005 0.59072082] [ 0.8109966 0.36306744 0.54438069 0.29861571 0.40623998] [ 0.57972294 0.54847761 0.49711377 0.24063329 0.37240578] [ 0.3930195 0.53453859 0.53377747 0.64226321 0.54566095] [ 0.82623995 0.40988331 0.43146035 0.40943811 0.4196824 ] [ 0.33517047 0.68456289 0.293622 0.66853512 0.49982063] [ 0.48718475 0.54320961 0.43992703 0.51864425 0.43024256] [ 0.61675219 0.47921919 0.4128212 0.38709364 0.45844815] [ 0.5371261 0.49116636 0.43699985 0.52632314 0.58005831] [ 0.35234249 0.40013645 0.48833362 0.44775129 0.73214309] [ 0.18294531 0.63821685 0.52295142 0.88035554 0.54668076] [ 0.63398754 0.58666449 0.44442299 0.53772164 0.42183278] [ 0.3309079 0.54230511 0.49411192 0.83862918 0.55835942] [ 0.50432877 0.57867754 0.53870997 0.64250827 0.44902198] [ 0.64104314 0.48285346 0.44196636 0.45798925 0.42147067] [ 0.14100694 0.65286119 0.3784054 0.91970632 0.45303656] [ 0.84781803 0.28662457 0.62555157 0.12535679 0.45141717] [ 0.71130255 0.55085715 0.40446547 0.57587513 0.51337165] [ 0.70761072 0.36886186 0.54530337 0.19506617 0.47021778] [ 0.32637455 0.49787236 0.51681976 0.72126593 0.61217958] [ 0.6660398 0.4962237 0.4315346 0.54529896 0.42507982] [ 0.30869955 0.52177758 0.56256311 0.67211556 0.61164054] [ 0.76122085 0.47740124 0.54084977 0.23358903 0.3655391 ] [ 0.42248089 0.55739279 0.44673998 0.65694347 0.48746254] [ 0.64253428 0.35384437 0.41780777 0.43285876 0.50998684] [ 0.84993267 0.27932778 0.54353238 0.14655431 0.37185474] [ 0.4015704 0.54352999 0.47118089 0.62424567 0.60823592] [ 0.6299284 0.41070438 0.51384848 0.40574846 0.51058718] [ 0.84049737 0.44923596 0.55991167 0.22748679 0.3849905 ] [ 0.41446813 0.59364719 0.61010868 0.64626822 0.55161566] [ 0.48668289 0.54789804 0.44486299 0.49251371 0.5103445 ] [ 0.49755387 0.54329706 0.47340948 0.71604594 0.52332719] [ 0.1640881 0.66298753 0.51334219 0.89288573 0.56998856] [ 0.61568881 0.52731852 0.45149647 0.48582134 0.39573695] [ 0.41056939 0.52741734 0.47072935 0.71983166 0.38487109] [ 0.40175647 0.45490267 0.61471257 0.7358669 0.45733494] [ 0.66301983 0.43475706 0.48786297 0.43761182 0.47168939] [ 0.19872847 0.64185787 0.36903623 0.83863838 0.52867635] [ 0.37331374 0.52958706 0.35071301 0.59930869 0.36275043] [ 0.81167975 0.46369062 0.47188566 0.35361023 0.3123738 ] [ 0.77371827 0.33233518 0.54725223 0.36326904 0.38794856] [ 0.18986067 0.57582786 0.44461332 0.76220137 0.47144597] [ 0.53244933 0.51294368 0.42471197 0.55170522 0.49828681] [ 0.14315947 0.52793882 0.51136752 0.84828307 0.65761053] [ 0.62915744 0.44903026 0.49777779 0.64401484 0.34081866] [ 0.34965275 0.45460148 0.42056529 0.73610766 0.64824559] [ 0.57067828 0.54250886 0.40919483 0.47958938 0.45884608] [ 0.69382491 0.53044397 0.51213005 0.40854034 0.40372058] [ 0.23082272 0.65711995 0.33924193 0.68507721 0.49101703] [ 0.27022518 0.54722444 0.6262078 0.77480897 0.41463999] [ 0.45398168 0.6551387 0.51634384 0.69557885 0.59326427] [ 0.39151585 0.53892359 0.45785599 0.66575919 0.46574122] [ 0.77597902 0.43461798 0.52281313 0.15114101 0.38760738] [ 0.71602133 0.52894908 0.55074386 0.25939587 0.53795275] [ 0.83791876 0.35467102 0.41943371 0.13319968 0.29254567] [ 0.38251936 0.51561727 0.51162337 0.79982003 0.51487142] [ 0.47201411 0.44305165 0.60100052 0.69941511 0.43790152] [ 0.16252752 0.71034159 0.36846275 0.62824288 0.59670541] [ 0.56727918 0.4876958 0.39807565 0.46700061 0.49281668] [ 0.56529647 0.47544154 0.55582675 0.53265729 0.47550974] [ 0.3156145 0.66728469 0.39954533 0.70609332 0.44987932] [ 0.4486493 0.69630046 0.54097397 0.6460901 0.58627111] [ 0.62293365 0.48439222 0.47201043 0.43141721 0.38736187] [ 0.73357255 0.51206585 0.3881333 0.42032587 0.45156607] [ 0.64577225 0.53385522 0.59335529 0.42153347 0.37295936] [ 0.66682185 0.5583991 0.5610927 0.48731005 0.4631072 ] [ 0.70058273 0.42851495 0.5530375 0.13811764 0.52236602] [ 0.25297525 0.59207793 0.46617849 0.85706171 0.6476557 ] [ 0.57284493 0.40177742 0.55706475 0.72993699 0.31014556] [ 0.74440405 0.42139034 0.59452818 0.2512721 0.51899308] [ 0.10223104 0.60419623 0.52505047 0.89430403 0.60616244] [ 0.67620038 0.639878 0.43397563 0.39853778 0.41401752] [ 0.61229607 0.39169727 0.45857597 0.335644 0.46452253] [ 0.58997043 0.68910819 0.42820983 0.6218319 0.46160504] [ 0.50978145 0.43809996 0.55999865 0.67143506 0.41639113] [ 0.70120436 0.48929494 0.4365688 0.29285162 0.30958555] [ 0.48584782 0.67875274 0.26681021 0.4819241 0.3639004 ] [ 0.52321718 0.43937456 0.61235977 0.43067135 0.48587958] [ 0.59602495 0.55085988 0.56570967 0.52596914 0.36663454] [ 0.57629737 0.56466652 0.60996719 0.54686569 0.45979108] [ 0.7291186 0.32275794 0.65356855 0.37654942 0.37062316] [ 0.60167596 0.50342517 0.43943408 0.36561405 0.31086737] [ 0.49821991 0.48255652 0.53721694 0.511335 0.4785706 ] [ 0.65828326 0.35404272 0.55773887 0.23662992 0.39924274] [ 0.6581004 0.50410387 0.42853957 0.35199049 0.33034758] [ 0.39399248 0.47890782 0.52097815 0.65036679 0.61570345] [ 0.51654223 0.51973219 0.26474496 0.71827232 0.38380927] [ 0.15569932 0.73238406 0.41189972 0.77156562 0.62257545] [ 0.59970787 0.62505608 0.38584517 0.56686842 0.48117368] [ 0.2755449 0.63046325 0.28810413 0.85589841 0.534267 ] [ 0.79847001 0.40747974 0.44480672 0.25585814 0.32375956] [ 0.39815656 0.54512935 0.39968065 0.68355008 0.35234303] [ 0.74508673 0.33994752 0.59705061 0.27089857 0.36476139] [ 0.27337757 0.39753957 0.45616975 0.62834624 0.53657887] [ 0.64969491 0.42127461 0.52145672 0.26257618 0.49951806] [ 0.85912246 0.36666607 0.70274941 0.21341424 0.42014402] Progress: 38.2% ... Training loss: 0.540 ... Validation loss: 0.896[ 0.49327144 0.42238523 0.5259859 0.6372695 0.36912216] [ 0.58975243 0.44134962 0.44210817 0.44922049 0.402584 ] [ 0.34325708 0.63813258 0.39740135 0.72517541 0.43272696] [ 0.7311931 0.45885118 0.55704839 0.15457393 0.41572332] [ 0.30880028 0.71939826 0.43266474 0.7660419 0.50643623] [ 0.682541 0.49720165 0.57594813 0.47047727 0.48406734] [ 0.34844681 0.7002951 0.35569401 0.67077799 0.51663986] [ 0.22396719 0.70200439 0.32445937 0.74915164 0.56190231] [ 0.61164854 0.36343674 0.49012111 0.43923857 0.45488798] [ 0.62788322 0.3738407 0.59612325 0.35879426 0.49110665] [ 0.41382077 0.62836972 0.61678449 0.64703593 0.58603149] [ 0.6300635 0.45567109 0.56409078 0.52034959 0.41378225] [ 0.25535068 0.47005289 0.40855582 0.65966886 0.56189408] [ 0.35476743 0.58145461 0.36331929 0.60643838 0.37488699] [ 0.54639335 0.48124331 0.61200758 0.71444483 0.45618545] [ 0.58502413 0.62372917 0.59295822 0.5821968 0.5105412 ] [ 0.49470729 0.67556195 0.45283933 0.56847397 0.42420241] [ 0.6896667 0.38753518 0.52888654 0.58480956 0.36347773] [ 0.2479829 0.6936205 0.37052575 0.88207681 0.6791459 ] [ 0.46627341 0.39480897 0.50090619 0.63851167 0.43599525] [ 0.55578592 0.56054601 0.60845648 0.45143403 0.47583538] [ 0.72642144 0.36514843 0.49424684 0.16656094 0.432101 ] [ 0.73784059 0.50292476 0.36683103 0.4941626 0.37915073] [ 0.73249864 0.50084409 0.5315269 0.22810042 0.44670296] [ 0.77065186 0.33654511 0.44115659 0.18650645 0.35262607] [ 0.44819343 0.58800837 0.46129883 0.54004201 0.53601484] [ 0.62612767 0.43823709 0.53673395 0.32160396 0.47307997] [ 0.30112482 0.53464625 0.50543955 0.8337861 0.56466355] [ 0.19966834 0.63094551 0.30248228 0.91184703 0.46626182] [ 0.16172696 0.56971766 0.47240443 0.7310848 0.5122184 ] [ 0.73590501 0.38523244 0.59442928 0.47300889 0.39938738] [ 0.91431884 0.37671025 0.42490131 0.1819278 0.29633729] [ 0.24579424 0.51564127 0.39034279 0.52857996 0.69795278] [ 0.58639226 0.40819864 0.43373408 0.5085246 0.33347321] [ 0.22469403 0.58427752 0.49230403 0.73690016 0.50818868] [ 0.5664178 0.43959799 0.45321935 0.55817095 0.27220543] [ 0.63375997 0.52039153 0.52904749 0.36888264 0.35388454] [ 0.34837933 0.48222356 0.52149118 0.57475683 0.54966978] [ 0.5566799 0.43716479 0.53577877 0.43488022 0.60134125] [ 0.23974541 0.62416109 0.44337784 0.88374344 0.39688615] [ 0.46388963 0.40541743 0.64250538 0.72999428 0.48903262] [ 0.40443968 0.53553912 0.44962575 0.57832351 0.4786222 ] [ 0.67872061 0.55296785 0.51416013 0.51684045 0.4782525 ] [ 0.74543703 0.33567878 0.45456066 0.31346013 0.35995287] [ 0.523229 0.38428191 0.67588232 0.49976448 0.41008051] [ 0.80079886 0.46853403 0.55605663 0.37571097 0.39115988] [ 0.32641015 0.50407353 0.52069333 0.7010219 0.41988164] [ 0.71662365 0.42657825 0.454615 0.21305283 0.33171584] [ 0.64638786 0.42467797 0.55916029 0.4461205 0.45257664] [ 0.43183058 0.52389582 0.54419222 0.59722927 0.57553728] [ 0.3921666 0.49567975 0.50858477 0.53283588 0.52768243] [ 0.57276744 0.4140596 0.57671647 0.6218903 0.35488161] [ 0.32311988 0.60771464 0.5261234 0.7423401 0.61048775] [ 0.90198911 0.27607345 0.59976183 0.11918475 0.38087133] [ 0.16921712 0.77406243 0.38374298 0.80275583 0.49358757] [ 0.36196469 0.64233864 0.42515617 0.67184438 0.40701401] [ 0.75668935 0.49660548 0.39369688 0.22741276 0.28671459] [ 0.65162498 0.43521814 0.58324643 0.42206143 0.51297883] [ 0.59833983 0.65947406 0.47538578 0.57022994 0.50934257] [ 0.55715911 0.42390215 0.4779626 0.57035601 0.37913269] [ 0.38214612 0.5391203 0.31843124 0.87766829 0.45613011] [ 0.27123059 0.5258525 0.52476711 0.84066801 0.52049751] [ 0.09336732 0.68076069 0.30738693 0.87751876 0.54679659] [ 0.25867833 0.64363786 0.54706175 0.6754918 0.64960225] [ 0.37525306 0.63655882 0.3643899 0.71690668 0.41709683] [ 0.74961904 0.42761949 0.50243119 0.37302569 0.42368927] [ 0.17945352 0.52659955 0.44866329 0.89944572 0.56167308] [ 0.78567187 0.4391022 0.42686621 0.35573634 0.45057439] [ 0.63307232 0.50300912 0.51667422 0.39059833 0.38657622] [ 0.49976914 0.66354731 0.46764365 0.45911402 0.47413927] [ 0.68532215 0.54112695 0.53400448 0.4018017 0.56135107] [ 0.70321268 0.30795277 0.59715983 0.28175824 0.38687527] [ 0.2534027 0.54650695 0.53327097 0.83791835 0.50215908] [ 0.62806571 0.48506159 0.51632443 0.45432561 0.3354549 ] [ 0.21086114 0.56255247 0.63805319 0.60797321 0.61946082] [ 0.45703675 0.43511379 0.43085798 0.61136344 0.56921139] [ 0.70960536 0.347377 0.64169132 0.28699191 0.38689519] [ 0.59157335 0.60465969 0.34741208 0.4342743 0.35082354] [ 0.69419725 0.49366134 0.51782362 0.27698186 0.41261669] [ 0.73964775 0.45092965 0.46077378 0.35892652 0.38749498] [ 0.72985216 0.40319259 0.56330034 0.24629988 0.42368785] [ 0.24071174 0.56678472 0.47280368 0.66371187 0.64677468] [ 0.76326331 0.42634923 0.46392458 0.33032879 0.36680565] [ 0.4236351 0.47746413 0.61917284 0.75291837 0.58363397] [ 0.6448055 0.54565865 0.56931267 0.44341478 0.44189758] [ 0.68918517 0.4292116 0.54131792 0.35630279 0.35140261] [ 0.61058008 0.49133985 0.70026282 0.47255289 0.47194937] [ 0.3885913 0.55942617 0.51550515 0.59364636 0.54779662] [ 0.32886827 0.6715272 0.30432223 0.68195105 0.50375627] [ 0.75097788 0.50914577 0.5689893 0.21413839 0.50556161] [ 0.5795824 0.61005139 0.45274391 0.52226 0.56346352] [ 0.15877434 0.69031371 0.40123649 0.79435101 0.54215702] [ 0.80452541 0.33556848 0.62753536 0.23198222 0.4254788 ] [ 0.82713547 0.5081599 0.57922403 0.35351468 0.37213754] [ 0.59002123 0.59530663 0.46263203 0.43865473 0.45402424] [ 0.72143222 0.50621396 0.55139501 0.39711922 0.35771236] [ 0.34138114 0.52310756 0.56972218 0.82165331 0.4950955 ] [ 0.54384901 0.47861915 0.49011619 0.64352298 0.47044265] [ 0.85865168 0.53570678 0.52763087 0.28135442 0.42046269] [ 0.6154508 0.40218237 0.67886559 0.63236556 0.45462583] [ 0.57504646 0.50579202 0.53808219 0.41890939 0.39000698] [ 0.71161591 0.43004923 0.53755546 0.36870511 0.44502154] [ 0.30707861 0.55635668 0.53568599 0.73814512 0.54459992] [ 0.47825427 0.44757961 0.5421266 0.75228965 0.48675915] [ 0.2762669 0.68470273 0.41716332 0.63993357 0.48976438] [ 0.8410013 0.37295218 0.58494929 0.21952853 0.4124494 ] [ 0.58059807 0.47938317 0.42927029 0.58089495 0.37881292] [ 0.52677381 0.45514677 0.51263354 0.57116078 0.61400549] [ 0.41255176 0.5514957 0.46545858 0.57023259 0.58349278] [ 0.16160661 0.55447858 0.48669728 0.87235796 0.62699724] [ 0.43011746 0.52028912 0.59204364 0.47129198 0.46812896] [ 0.56897578 0.3351541 0.57432869 0.38374676 0.60065992] [ 0.51313469 0.46393819 0.60212407 0.80070808 0.43478609] [ 0.47450532 0.60124355 0.43868087 0.63946156 0.55241319] [ 0.6469955 0.39495162 0.59642613 0.30238667 0.5729713 ] [ 0.28966102 0.6344038 0.43116894 0.77173637 0.47282896] [ 0.71998354 0.45634485 0.58581037 0.28845371 0.45083408] [ 0.78554298 0.39270468 0.57123244 0.28934048 0.48813162] [ 0.47498488 0.59517409 0.37337797 0.57662126 0.31833291] [ 0.644089 0.63098187 0.42948968 0.58496309 0.55154487] [ 0.44650927 0.47023551 0.51997681 0.8027749 0.48788262] [ 0.27297272 0.57903729 0.49369446 0.85022869 0.49226675] [ 0.37821825 0.59907921 0.48760413 0.67399928 0.5932145 ] [ 0.83842301 0.30467965 0.54099221 0.24227183 0.47150165] [ 0.32051008 0.48747382 0.59034434 0.51419126 0.57735784] [ 0.73570134 0.28737177 0.4946955 0.3876184 0.38451896] [ 0.13259091 0.70406804 0.36928711 0.90470021 0.63827353] [ 0.55201472 0.43991182 0.67948602 0.48731219 0.48668686] Progress: 38.2% ... Training loss: 0.539 ... Validation loss: 0.897[ 0.81964139 0.31523726 0.54235014 0.18372193 0.40849688] [ 0.69051164 0.43903179 0.55930808 0.39518312 0.34153872] [ 0.44164085 0.59669023 0.43695756 0.75766259 0.59839221] [ 0.59384819 0.54349486 0.59560508 0.77054504 0.47177661] [ 0.65691626 0.54217605 0.3648183 0.50545569 0.3019054 ] [ 0.90630858 0.31553944 0.6177475 0.26633281 0.3142276 ] [ 0.36248673 0.51356175 0.45967669 0.75444428 0.337159 ] [ 0.55422977 0.46846623 0.61180231 0.45429845 0.36885662] [ 0.29095753 0.49858127 0.44136895 0.52338149 0.67597441] [ 0.50209595 0.55842973 0.48941699 0.50265476 0.61780644] [ 0.80927931 0.48652469 0.42616513 0.32593712 0.28092941] [ 0.63618368 0.47296505 0.48840999 0.42384787 0.55633633] [ 0.43701524 0.56345183 0.32819294 0.66705634 0.48724649] [ 0.47069545 0.5275025 0.4519481 0.54009485 0.34182698] [ 0.42433919 0.60388989 0.49217479 0.68648936 0.4222298 ] [ 0.16340551 0.56825566 0.41132376 0.91252303 0.52912953] [ 0.5883272 0.4774288 0.50953164 0.6085619 0.48571462] [ 0.76465352 0.47126618 0.55188935 0.32684035 0.40628596] [ 0.68143733 0.45027839 0.60316133 0.68045422 0.40199135] [ 0.47927458 0.44722645 0.54226516 0.75191036 0.48663787] [ 0.55485621 0.47740023 0.53803518 0.35399083 0.48131777] [ 0.53865189 0.58806943 0.45856441 0.67567197 0.47198102] [ 0.56445485 0.42205592 0.59355083 0.43565538 0.4446559 ] [ 0.77497881 0.48884007 0.5467799 0.35891475 0.42536697] [ 0.63992903 0.54807148 0.4419098 0.5319666 0.37431026] [ 0.85029482 0.37340693 0.6196965 0.18269008 0.38451513] [ 0.54217451 0.405771 0.39030284 0.27413848 0.44367839] [ 0.78245237 0.47942591 0.38750488 0.24131448 0.24833961] [ 0.65690138 0.41448835 0.46808154 0.56968901 0.48782127] [ 0.50848648 0.55701584 0.53043229 0.39997712 0.54897563] [ 0.85837212 0.32516253 0.4462583 0.32684134 0.38048624] [ 0.30433237 0.51408095 0.46942743 0.83813167 0.52121179] [ 0.8605852 0.30682792 0.49778228 0.25065058 0.37329952] [ 0.76801009 0.49035867 0.53613691 0.22985187 0.34931063] [ 0.45840057 0.5552097 0.39118685 0.77602668 0.45493002] [ 0.80633651 0.44030774 0.64636866 0.33580427 0.39481549] [ 0.36394682 0.5338349 0.54409152 0.594281 0.53610934] [ 0.34531056 0.54444549 0.28257941 0.72899778 0.36638956] [ 0.52595312 0.61326613 0.44612201 0.60000727 0.40769228] [ 0.55501996 0.58774435 0.48708238 0.61912105 0.40966639] [ 0.60719413 0.47957478 0.4726012 0.28908679 0.40091943] [ 0.62358705 0.35260488 0.63148954 0.25257072 0.43261253] [ 0.19855304 0.66040977 0.48834763 0.83295065 0.62511931] [ 0.35066131 0.49675372 0.50063145 0.73968195 0.48434284] [ 0.57395549 0.40560219 0.62348079 0.51627125 0.33448657] [ 0.57944107 0.42967109 0.64042786 0.32835715 0.52436227] [ 0.48458525 0.49557167 0.53401856 0.60162282 0.3567038 ] [ 0.15524692 0.54168062 0.34871053 0.91342736 0.62169482] [ 0.8375662 0.37409723 0.57983766 0.2390529 0.25620382] [ 0.14010995 0.76279513 0.35536687 0.87827468 0.52060686] [ 0.40602684 0.62606292 0.37280123 0.61594185 0.46268753] [ 0.62974895 0.46899246 0.41790538 0.29701192 0.3364377 ] [ 0.21622898 0.52857289 0.55409219 0.65359629 0.42338048] [ 0.53922687 0.4982425 0.58591693 0.68943743 0.4849448 ] [ 0.78178908 0.31572278 0.55364923 0.20843296 0.37935664] [ 0.57293526 0.5181811 0.46780536 0.54718846 0.31009863] [ 0.87408282 0.48661335 0.55034507 0.34287877 0.35896368] [ 0.26504178 0.55895756 0.52381225 0.85291845 0.54687283] [ 0.76020961 0.33759884 0.5837379 0.22914217 0.49236186] [ 0.68419534 0.47093314 0.51414556 0.17859221 0.46543302] [ 0.62109713 0.41226325 0.62182448 0.28808479 0.43127136] [ 0.49921337 0.62356302 0.33560972 0.39663127 0.42082383] [ 0.63768174 0.65724404 0.34188399 0.42721415 0.46728028] [ 0.39360113 0.61982966 0.43259159 0.71432968 0.41290573] [ 0.64225464 0.2857999 0.62748699 0.61771168 0.45709929] [ 0.52282978 0.49338869 0.40289052 0.35873612 0.36030326] [ 0.18797367 0.69073078 0.37181645 0.79063881 0.56533027] [ 0.23395478 0.73129293 0.32852891 0.8528186 0.58536856] [ 0.24495915 0.71302395 0.29609639 0.75347372 0.56122503] [ 0.13266038 0.66551203 0.4633699 0.76195417 0.56423504] [ 0.45567476 0.55299981 0.42696894 0.53910239 0.47793163] [ 0.80927931 0.48652469 0.42616513 0.32593712 0.28092941] [ 0.50990909 0.58802379 0.41264742 0.60592319 0.37446085] [ 0.54984219 0.60395573 0.42433253 0.66631904 0.37785412] [ 0.78114053 0.48433507 0.44365105 0.45624517 0.36526191] [ 0.56732168 0.58645748 0.43836295 0.68364247 0.43262783] [ 0.20470273 0.51675786 0.37096581 0.65971191 0.52253201] [ 0.56660879 0.64437257 0.36399803 0.62488393 0.42538223] [ 0.44619627 0.59836987 0.4742582 0.70656974 0.5880165 ] [ 0.36082959 0.55238981 0.37554069 0.54054718 0.55062489] [ 0.52071315 0.50691377 0.49805224 0.47329317 0.51121428] [ 0.43527986 0.62291705 0.57166497 0.68609394 0.5272146 ] [ 0.78027065 0.39933456 0.56911188 0.15901058 0.47006946] [ 0.51491116 0.46525053 0.53834238 0.41598669 0.52557557] [ 0.66025678 0.48047797 0.48338785 0.26376394 0.46914215] [ 0.66844629 0.39106448 0.65118144 0.62088136 0.42756545] [ 0.49683335 0.572676 0.53143359 0.55413589 0.37915044] [ 0.82035644 0.34572284 0.58979695 0.33990659 0.38530841] [ 0.73734195 0.44844356 0.52864017 0.53610335 0.35100189] [ 0.89609363 0.26839165 0.58436384 0.10710617 0.28196972] [ 0.6682099 0.44592987 0.47881471 0.74477829 0.38864962] [ 0.67575959 0.26123399 0.54127969 0.36742241 0.4617004 ] [ 0.77512269 0.41857825 0.50457795 0.30679368 0.32585467] [ 0.62303322 0.4873755 0.47046485 0.41110552 0.41849019] [ 0.49345482 0.52898006 0.60803185 0.50409975 0.41198804] [ 0.19650817 0.54633763 0.46664021 0.65816712 0.60105692] [ 0.35640356 0.56681815 0.32251049 0.56932585 0.48454388] [ 0.68700135 0.41299847 0.58793511 0.50099485 0.39140785] [ 0.2892986 0.54582792 0.59365965 0.70675303 0.58681279] [ 0.49595841 0.55944728 0.57034031 0.54390523 0.55384555] [ 0.77164212 0.58395245 0.45819716 0.37215 0.48924387] [ 0.48983922 0.60356705 0.40225137 0.4543503 0.58726743] [ 0.20801173 0.71684207 0.48319801 0.86258999 0.68052798] [ 0.77161095 0.49371648 0.28821112 0.50168408 0.32054485] [ 0.68101896 0.49276148 0.33793974 0.24087019 0.27590145] [ 0.60709234 0.46835553 0.35545483 0.3826161 0.41951522] [ 0.20983913 0.59352001 0.43029363 0.78356274 0.43210309] [ 0.31348347 0.54571751 0.50338927 0.70912277 0.48175481] [ 0.62522811 0.42063673 0.63402719 0.19462078 0.54226564] [ 0.23257604 0.60725738 0.37143292 0.7303615 0.51437722] [ 0.42011388 0.64362687 0.37185406 0.75598287 0.42530677] [ 0.41296741 0.54726103 0.52613837 0.77596271 0.46071915] [ 0.47917136 0.52243427 0.42622448 0.51366526 0.48948215] [ 0.267198 0.5542473 0.33158242 0.82717542 0.47290098] [ 0.74906047 0.56873268 0.56700819 0.45392702 0.36704618] [ 0.10452042 0.68948848 0.34351741 0.85620815 0.57300645] [ 0.76447793 0.6393675 0.39043787 0.38166637 0.40138976] [ 0.13692366 0.66280683 0.45395421 0.90217097 0.6254556 ] [ 0.80705447 0.40775219 0.44727191 0.35425168 0.50403276] [ 0.44619627 0.59836987 0.4742582 0.70656974 0.5880165 ] [ 0.56681205 0.59842148 0.53752561 0.56606792 0.37083264] [ 0.23086901 0.60895878 0.49675283 0.76987917 0.50067816] [ 0.74986138 0.40694147 0.5709061 0.41374416 0.45978212] [ 0.49747601 0.51510081 0.56502883 0.65296808 0.50165968] [ 0.79644914 0.42353005 0.48079084 0.3531546 0.46470167] [ 0.1816686 0.54266104 0.41830923 0.79688587 0.54774067] [ 0.83982376 0.35338424 0.50231934 0.10440079 0.30864103] [ 0.45136596 0.42560486 0.58886621 0.57031926 0.46914728] Progress: 38.3% ... Training loss: 0.539 ... Validation loss: 0.896[ 0.32836995 0.57646718 0.46530847 0.79625487 0.45151144] [ 0.6084744 0.47126992 0.58431097 0.61967013 0.33149382] [ 0.26361408 0.65162264 0.46554229 0.75536236 0.54826269] [ 0.88377432 0.38828308 0.663674 0.16610259 0.31195397] [ 0.65622523 0.52337776 0.66173074 0.47854207 0.46616083] [ 0.55369637 0.49819173 0.40738458 0.4516898 0.4800471 ] [ 0.75878534 0.48372781 0.48291432 0.41502404 0.37615403] [ 0.76681731 0.34803214 0.4314006 0.60691285 0.37563524] [ 0.34925769 0.6057732 0.37478602 0.45002171 0.42052817] [ 0.38090376 0.58006761 0.42325381 0.62958906 0.47752826] [ 0.53593395 0.40003787 0.61692724 0.41188853 0.49682483] [ 0.55713523 0.43600674 0.46214816 0.47596189 0.47954164] [ 0.54972343 0.56882203 0.56116775 0.44891385 0.50239764] [ 0.26933345 0.55259531 0.46961462 0.78727762 0.44738797] [ 0.17551254 0.62735709 0.37095584 0.88291888 0.58115431] [ 0.41006592 0.49395688 0.46874643 0.55897351 0.45141958] [ 0.43754677 0.68847615 0.40028816 0.73298444 0.53199961] [ 0.46050077 0.67910051 0.46046601 0.59425894 0.37791574] [ 0.844175 0.28114365 0.57234907 0.16323838 0.41559318] [ 0.35027503 0.59352483 0.54827834 0.81813491 0.57132276] [ 0.6654995 0.60683499 0.52316862 0.54550755 0.4765842 ] [ 0.43845668 0.55110793 0.40337553 0.46340713 0.59596713] [ 0.08269237 0.59563787 0.53425608 0.92147432 0.65489965] [ 0.30251082 0.66728578 0.32398097 0.80969205 0.49814548] [ 0.61948912 0.50484122 0.41250254 0.36126237 0.42122934] [ 0.47006797 0.48805776 0.4950958 0.70741253 0.37312689] [ 0.83201655 0.40658343 0.54764165 0.15281579 0.3384984 ] [ 0.73411371 0.39287987 0.68331322 0.47533205 0.40878004] [ 0.72899301 0.52278333 0.43726382 0.22282868 0.34483108] [ 0.61456925 0.43768798 0.65228668 0.48658883 0.42372782] [ 0.26915209 0.55363053 0.46630494 0.88747357 0.54119886] [ 0.4454133 0.39979909 0.50222918 0.7996594 0.46522756] [ 0.78139692 0.29588632 0.5731583 0.30082003 0.43496731] [ 0.3458758 0.57341746 0.5884409 0.74031346 0.62599871] [ 0.52610476 0.58645667 0.3360881 0.54441984 0.35420866] [ 0.26631794 0.60557438 0.49379271 0.68352034 0.43101212] [ 0.43586243 0.52718587 0.52811432 0.74497477 0.44234051] [ 0.57818446 0.49687948 0.46175241 0.46224309 0.43869147] [ 0.70623904 0.50345934 0.45603376 0.38156113 0.26031859] [ 0.30057426 0.68137169 0.33609813 0.58113145 0.50988256] [ 0.44822454 0.66317926 0.49398366 0.73404065 0.56098896] [ 0.63293688 0.52836578 0.52484957 0.5416425 0.4721274 ] [ 0.47738447 0.42546949 0.48702262 0.68081676 0.38137909] [ 0.35624161 0.69481029 0.35747072 0.74593879 0.36466267] [ 0.81124688 0.40989227 0.4834291 0.44332584 0.29401884] [ 0.28194258 0.56109819 0.53784869 0.74470662 0.39484122] [ 0.17875356 0.57263452 0.50592143 0.87490179 0.52551865] [ 0.21702082 0.59958849 0.52708153 0.76487284 0.52385594] [ 0.64295373 0.59479326 0.2933345 0.58044527 0.28852549] [ 0.53372404 0.49468527 0.54846226 0.44293227 0.65363887] [ 0.41952522 0.50998793 0.40854694 0.61493285 0.45278248] [ 0.77933162 0.35525311 0.53065354 0.23281405 0.32821782] [ 0.63590959 0.47314245 0.48832655 0.4239009 0.55642 ] [ 0.27808065 0.57862999 0.39830301 0.84443347 0.37309848] [ 0.84197522 0.41813793 0.47532735 0.39984927 0.32634634] [ 0.52330971 0.49844378 0.43920832 0.63787354 0.52163168] [ 0.806514 0.33732261 0.58831931 0.20962778 0.41946803] [ 0.7184107 0.57191117 0.3664615 0.72540538 0.46239742] [ 0.59899076 0.41311641 0.54046618 0.63448542 0.45325017] [ 0.17248059 0.63355934 0.48236392 0.89794295 0.40497595] [ 0.53434711 0.54923484 0.57547555 0.5723276 0.4584242 ] [ 0.46833704 0.48552451 0.67129142 0.74194264 0.48482777] [ 0.14976491 0.64285181 0.44641819 0.91807554 0.70104026] [ 0.74340724 0.41806611 0.47743674 0.32015597 0.52740164] [ 0.38610971 0.45383075 0.6366977 0.36581537 0.54821476] [ 0.34626956 0.49595332 0.51140526 0.74077203 0.40113335] [ 0.29559536 0.67132787 0.31958716 0.74102103 0.45304398] [ 0.3390888 0.60594564 0.54073685 0.67626733 0.56458997] [ 0.36367347 0.56378326 0.46816096 0.78458792 0.44874852] [ 0.66829889 0.39628817 0.32241762 0.38087074 0.4027405 ] [ 0.22108092 0.65442084 0.32100915 0.72208864 0.54144158] [ 0.47840679 0.52546713 0.42448921 0.6828491 0.540811 ] [ 0.82695101 0.34888087 0.43873185 0.22838673 0.31777261] [ 0.19218172 0.67390869 0.33322516 0.86250734 0.62280619] [ 0.58504046 0.42859896 0.45237309 0.38163394 0.38158436] [ 0.35448749 0.63242891 0.4490762 0.65720149 0.38941521] [ 0.83847136 0.39649822 0.59884468 0.18940142 0.4177693 ] [ 0.55221697 0.471866 0.51706212 0.67477169 0.389967 ] [ 0.86265481 0.35831336 0.56925854 0.20772949 0.41937732] [ 0.58088267 0.5612451 0.33508667 0.53378886 0.38177368] [ 0.7237242 0.49440461 0.51123446 0.41238621 0.38648472] [ 0.74858989 0.50150521 0.33899056 0.33233279 0.34732458] [ 0.2980297 0.55955464 0.523749 0.80243727 0.51019686] [ 0.53403239 0.41640284 0.45320824 0.63568446 0.49308046] [ 0.80652929 0.45815512 0.5849028 0.36508602 0.39246504] [ 0.49236647 0.49013429 0.4779152 0.54166302 0.57173994] [ 0.73273839 0.41027361 0.63186914 0.32984995 0.42527913] [ 0.51695165 0.5824276 0.39196316 0.54089266 0.35046301] [ 0.52721761 0.59233567 0.4359335 0.41149734 0.28750633] [ 0.37198081 0.54377828 0.51619609 0.74952944 0.52862767] [ 0.46572167 0.53532938 0.56693708 0.6681456 0.60623502] [ 0.73754006 0.4483638 0.52866681 0.53590281 0.35099496] [ 0.565286 0.63557958 0.33403064 0.54472227 0.37964348] [ 0.45239429 0.56686884 0.41091293 0.57653643 0.34902682] [ 0.85370567 0.43530481 0.64373526 0.14410346 0.43159058] [ 0.75862118 0.49387643 0.28323548 0.49949105 0.34927875] [ 0.63318522 0.56064029 0.53862063 0.37028648 0.43491963] [ 0.5053789 0.48729181 0.47227268 0.6589066 0.34012334] [ 0.40663106 0.53124193 0.43545576 0.58586264 0.42571434] [ 0.39138291 0.49802802 0.50027542 0.62907806 0.59140464] [ 0.47698836 0.48305459 0.52843404 0.5417571 0.66380405] [ 0.35581705 0.57624267 0.44630514 0.62980299 0.40941453] [ 0.64240082 0.45610878 0.56635837 0.40236969 0.4631539 ] [ 0.1763888 0.54122 0.45237108 0.90066329 0.54952781] [ 0.79929283 0.45130835 0.62561274 0.34483074 0.32996374] [ 0.41389738 0.51512384 0.43878961 0.46947972 0.59741255] [ 0.40978546 0.57775525 0.58724182 0.75973993 0.47589573] [ 0.2902126 0.68286742 0.46214617 0.72238914 0.59288179] [ 0.40396996 0.45418545 0.6149875 0.73501805 0.45709292] [ 0.13942323 0.6505226 0.44426693 0.61134669 0.67132658] [ 0.46753787 0.50318697 0.53636015 0.39320543 0.55681731] [ 0.55808757 0.45770607 0.47975915 0.412802 0.43354668] [ 0.4162811 0.64336289 0.31956607 0.77574605 0.57808997] [ 0.67444206 0.42101357 0.41006359 0.35604995 0.54290441] [ 0.35663318 0.75825717 0.35021094 0.70609498 0.42789514] [ 0.57273993 0.40968736 0.59687427 0.45771659 0.36203601] [ 0.7940007 0.433191 0.39254825 0.24531569 0.34247222] [ 0.83861418 0.42069198 0.56763101 0.21834204 0.40602554] [ 0.1636529 0.65065685 0.47398999 0.81497472 0.55794792] [ 0.1262533 0.43643131 0.47847233 0.89217146 0.63147653] [ 0.6004751 0.35859478 0.5355633 0.74831078 0.44727257] [ 0.75449801 0.49822379 0.53057006 0.4080237 0.37613169] [ 0.16917756 0.58634033 0.55075275 0.80660726 0.63992156] [ 0.61318617 0.61046489 0.32844814 0.69606221 0.35046404] [ 0.35299458 0.62372304 0.38573226 0.51613089 0.33347397] [ 0.78011551 0.41977087 0.50777799 0.31900517 0.42751548] [ 0.72292627 0.3640728 0.44901259 0.35743902 0.39211634] [ 0.35635289 0.52982762 0.5315445 0.52819817 0.55574949] Progress: 38.4% ... Training loss: 0.539 ... Validation loss: 0.891[ 0.69141756 0.40634826 0.59963969 0.19161781 0.52762004] [ 0.38208713 0.52161948 0.4956982 0.51129758 0.48598147] [ 0.71889257 0.46868724 0.57018525 0.34523675 0.43786286] [ 0.74178369 0.57177549 0.427825 0.41188278 0.32974469] [ 0.37214416 0.45713482 0.52078528 0.74601134 0.53383692] [ 0.58680276 0.47468838 0.60679631 0.25966335 0.37449502] [ 0.62796129 0.58587731 0.47382497 0.44197903 0.36140267] [ 0.23589223 0.66452226 0.39116832 0.76788955 0.60208082] [ 0.35540318 0.55855592 0.5146636 0.71199362 0.52775163] [ 0.35653688 0.68431324 0.34375071 0.64870153 0.4815708 ] [ 0.83071813 0.37921659 0.6099979 0.19300191 0.42614243] [ 0.21772814 0.752502 0.31852881 0.87136481 0.41412091] [ 0.45172958 0.64436215 0.33746266 0.70759917 0.3953591 ] [ 0.6845762 0.47060085 0.51428126 0.1784452 0.46528874] [ 0.29454343 0.60618116 0.48290136 0.69007581 0.51984019] [ 0.49554812 0.50083752 0.29333259 0.68660555 0.34042395] [ 0.84025545 0.515036 0.60220241 0.21774997 0.38739113] [ 0.53564693 0.40025224 0.61684072 0.41199833 0.49690262] [ 0.50479307 0.5397186 0.44994598 0.46343521 0.51935142] [ 0.47245799 0.44339017 0.60085689 0.69932708 0.43803795] [ 0.57925855 0.4282109 0.5544092 0.4118612 0.48358369] [ 0.86177775 0.33825203 0.55226031 0.1541974 0.40443543] [ 0.34774007 0.72216399 0.36114631 0.81823249 0.47052887] [ 0.33804196 0.49509033 0.57077681 0.7062049 0.45307262] [ 0.56133461 0.51587771 0.35807343 0.65132838 0.40045421] [ 0.63850188 0.46711139 0.35117587 0.43246634 0.40647648] [ 0.38947385 0.43945536 0.45364297 0.67083782 0.41721593] [ 0.67775852 0.62290688 0.52646722 0.48177796 0.45896058] [ 0.57844456 0.417477 0.4659521 0.37831432 0.46109864] [ 0.3671794 0.54809525 0.4084214 0.73030269 0.4008043 ] [ 0.35910442 0.51518835 0.52077447 0.69941582 0.57056775] [ 0.54593772 0.62083488 0.64266594 0.59591473 0.55631145] [ 0.78826837 0.30260522 0.59693637 0.16327859 0.34866088] [ 0.38524604 0.53500583 0.51427226 0.57204329 0.55492983] [ 0.50245343 0.46713758 0.61078486 0.53797197 0.57213119] [ 0.39679748 0.5434082 0.52431275 0.80382006 0.47292612] [ 0.57758476 0.46614208 0.54990588 0.59504395 0.32444934] [ 0.76223899 0.54805167 0.60166459 0.4833055 0.38889712] [ 0.79139841 0.43588242 0.53889986 0.36366841 0.47619718] [ 0.63894562 0.59205325 0.37308204 0.5279299 0.31906772] [ 0.51947647 0.49932896 0.38006055 0.39851349 0.3992641 ] [ 0.70314384 0.49356088 0.64930461 0.45945364 0.37364165] [ 0.74412582 0.53077474 0.41368702 0.57158487 0.52206517] [ 0.51482363 0.60993374 0.45183995 0.62536292 0.371511 ] [ 0.2152438 0.55235512 0.52384594 0.80957758 0.40007363] [ 0.34865723 0.62325189 0.49161876 0.5465571 0.57839153] [ 0.69488031 0.43647016 0.31899218 0.44054763 0.3989636 ] [ 0.39074234 0.59086079 0.41496414 0.78111304 0.32959836] [ 0.21118214 0.58139493 0.50967167 0.79314457 0.40081636] [ 0.65272191 0.56827429 0.54148593 0.58839472 0.53191724] [ 0.51160171 0.65235244 0.45474777 0.63852437 0.35345522] [ 0.77680651 0.52656944 0.55123915 0.48745744 0.37476713] [ 0.63466009 0.25927005 0.44790029 0.31057744 0.47416251] [ 0.71708011 0.55997205 0.59748032 0.35633217 0.43060642] [ 0.81640043 0.41464744 0.59562573 0.16752085 0.35711564] [ 0.43402704 0.48613516 0.44533409 0.80145356 0.38246613] [ 0.18318021 0.55403166 0.48168912 0.79504639 0.4690007 ] [ 0.35129343 0.49304116 0.47707768 0.82816138 0.38857429] [ 0.60590379 0.65048651 0.4134206 0.76036202 0.4918397 ] [ 0.40330176 0.57160268 0.52000255 0.67705142 0.40394685] [ 0.53713515 0.50445154 0.58587078 0.32394407 0.5367157 ] [ 0.58974021 0.53215968 0.48199627 0.5805825 0.331746 ] [ 0.35533995 0.73401778 0.26823877 0.70612435 0.46123923] [ 0.48060973 0.48519596 0.48690227 0.36479083 0.46300112] [ 0.22935331 0.47352131 0.35529868 0.79947307 0.51513437] [ 0.58451952 0.41130639 0.52519579 0.52540679 0.44597536] [ 0.60735182 0.32170324 0.49067602 0.72536521 0.44341672] [ 0.67410429 0.40277504 0.58291697 0.3442026 0.51988188] [ 0.30596425 0.70756599 0.31809164 0.78650488 0.45422473] [ 0.53876249 0.51426645 0.45635938 0.52198126 0.47463329] [ 0.39886443 0.5959071 0.44768271 0.71297915 0.61064518] [ 0.5583581 0.49637587 0.50704906 0.48400212 0.53920592] [ 0.71647153 0.4194903 0.53221868 0.33880512 0.51781895] [ 0.65154206 0.51097055 0.46266879 0.50421255 0.36368845] [ 0.62161314 0.42000402 0.45529696 0.42883861 0.45744285] [ 0.30338602 0.64945646 0.46505662 0.85462385 0.32757334] [ 0.89173417 0.31379041 0.4759164 0.19611519 0.39623113] [ 0.18727276 0.67663918 0.55457625 0.86139865 0.68714063] [ 0.60155561 0.51175296 0.44270732 0.44084853 0.50080947] [ 0.83847008 0.42027773 0.56888578 0.39455275 0.38277838] [ 0.51838182 0.42403954 0.6293569 0.50987468 0.3850489 ] [ 0.64506649 0.56044636 0.37497092 0.37168221 0.36233366] [ 0.22158773 0.5323246 0.39255053 0.81983278 0.4698865 ] [ 0.66665109 0.39927441 0.45771637 0.3901975 0.46121979] [ 0.68384543 0.50803807 0.49314941 0.40728388 0.39806904] [ 0.39201133 0.57008279 0.44215441 0.73052023 0.62856268] [ 0.44269565 0.58919385 0.53523373 0.54703226 0.5172692 ] [ 0.89250205 0.27956357 0.53509785 0.12372376 0.38313106] [ 0.5898786 0.48636947 0.34117506 0.42936815 0.41940867] [ 0.56470217 0.41156648 0.61577666 0.29543324 0.61696485] [ 0.24702236 0.6945616 0.37007668 0.88238261 0.67964146] [ 0.81780989 0.30464738 0.63963818 0.22109907 0.44999517] [ 0.42025794 0.40296903 0.50121251 0.68922887 0.38894241] [ 0.19832454 0.61382883 0.43978882 0.82744568 0.50260922] [ 0.52994484 0.52559972 0.47597634 0.46430053 0.35306809] [ 0.60753419 0.56259115 0.65007259 0.49095196 0.51067488] [ 0.386134 0.47435647 0.61329242 0.68221223 0.41156277] [ 0.45990635 0.57837482 0.55680599 0.4909668 0.36470417] [ 0.50800895 0.46252442 0.5083418 0.40667311 0.58705071] [ 0.79850493 0.42619418 0.53709617 0.36679868 0.35038559] [ 0.25714071 0.4740498 0.65642106 0.6585624 0.52750944] [ 0.3850846 0.54814432 0.48972229 0.67237242 0.32478239] [ 0.31164777 0.56609977 0.58600061 0.84516494 0.56028599] [ 0.62470635 0.36273109 0.46655662 0.44495795 0.620504 ] [ 0.573758 0.43680908 0.51964522 0.52603709 0.36790481] [ 0.30476951 0.78353715 0.39227949 0.71041637 0.52451085] [ 0.26034019 0.52742438 0.43239553 0.81737684 0.43635011] [ 0.55149804 0.59003776 0.47164394 0.66627819 0.42873257] [ 0.46108543 0.44952569 0.68764886 0.61299841 0.35239392] [ 0.52926879 0.44535794 0.58468412 0.2907193 0.49908484] [ 0.68316183 0.40375931 0.58390851 0.26209715 0.35809031] [ 0.50364058 0.6691574 0.35079219 0.5274898 0.3908911 ] [ 0.36668469 0.59879437 0.39205178 0.7820083 0.47845035] [ 0.41441827 0.57109936 0.37189082 0.6142513 0.4524231 ] [ 0.38272115 0.47251429 0.4565811 0.639017 0.52858275] [ 0.70163542 0.48882907 0.43319931 0.46950699 0.34703491] [ 0.80739709 0.44793696 0.51391897 0.39273403 0.3919697 ] [ 0.62587626 0.58163525 0.3531536 0.46000038 0.36432704] [ 0.74305396 0.24237738 0.55307631 0.37473112 0.43074233] [ 0.39572236 0.51312555 0.53856792 0.51373839 0.59652891] [ 0.60401753 0.52270428 0.52402471 0.46908101 0.60582211] [ 0.47197894 0.60830948 0.55944124 0.56897776 0.44921715] [ 0.61179023 0.54121651 0.468349 0.42331191 0.58217716] [ 0.70423207 0.45132373 0.56054849 0.376639 0.45946118] [ 0.71653696 0.4129321 0.5800482 0.29831863 0.39470017] [ 0.49291776 0.52005386 0.3544401 0.55227102 0.36068034] [ 0.35374364 0.6363057 0.33626243 0.54285995 0.55594631] [ 0.8399329 0.39238806 0.55071819 0.29378016 0.33552899] Progress: 38.4% ... Training loss: 0.538 ... Validation loss: 0.892[ 0.70012472 0.34607204 0.37489475 0.28495743 0.32989087] [ 0.46342115 0.55612079 0.41466499 0.68245134 0.35122623] [ 0.56303445 0.48515365 0.53165599 0.54674448 0.59991221] [ 0.54738383 0.57725507 0.48381754 0.58057421 0.45527352] [ 0.62976968 0.40481649 0.4997729 0.4948468 0.47334005] [ 0.48845467 0.49019043 0.50353781 0.42211401 0.43087655] [ 0.76393579 0.52513835 0.56159519 0.33170028 0.4475297 ] [ 0.47708389 0.37559611 0.4555165 0.72950093 0.36627122] [ 0.55789662 0.44922739 0.45491023 0.76285999 0.43282722] [ 0.51942751 0.58663405 0.36564029 0.55637175 0.51431846] [ 0.7505393 0.37008823 0.59985915 0.37981348 0.42965986] [ 0.64811608 0.37245384 0.49627876 0.54030357 0.48877768] [ 0.30294697 0.65620851 0.27972452 0.69203173 0.51572935] [ 0.252311 0.73282932 0.32395211 0.79852068 0.59965878] [ 0.46479723 0.50652427 0.49465917 0.55374853 0.37948733] [ 0.30510872 0.55705388 0.54401567 0.87308989 0.59215663] [ 0.19079571 0.63927787 0.38327511 0.60428132 0.54240654] [ 0.33980996 0.57508779 0.58991183 0.70709515 0.4637448 ] [ 0.74427343 0.42555951 0.52070898 0.60114007 0.34347039] [ 0.52317197 0.47179242 0.45004741 0.43452468 0.47060321] [ 0.71386642 0.46439077 0.52902306 0.33294798 0.38238865] [ 0.71594583 0.40420676 0.5764945 0.2558806 0.31937886] [ 0.68084343 0.5440888 0.39467453 0.33107034 0.28420216] [ 0.61785446 0.5276393 0.32884975 0.60349428 0.409381 ] [ 0.65606151 0.3784507 0.60309635 0.60048252 0.41551378] [ 0.54363965 0.50376125 0.53712693 0.40827799 0.55555026] [ 0.42583593 0.55672502 0.4675295 0.56627698 0.37837079] [ 0.2170075 0.59048478 0.35091806 0.69791516 0.53735466] [ 0.45819027 0.48546665 0.46812618 0.74821734 0.30814732] [ 0.44830052 0.53343426 0.33752254 0.60775253 0.55836635] [ 0.83525433 0.30968051 0.47207611 0.18721697 0.3333075 ] [ 0.31437128 0.635612 0.35796523 0.68510705 0.54175623] [ 0.1566924 0.62172162 0.36815828 0.92269235 0.53655136] [ 0.88422693 0.44334058 0.50415519 0.27386978 0.28107689] [ 0.63645494 0.48338975 0.56120576 0.41900426 0.50084222] [ 0.53138245 0.42916185 0.60994301 0.74714826 0.47417219] [ 0.66793118 0.55806889 0.56119967 0.48655348 0.46302076] [ 0.33862958 0.40378719 0.38645817 0.65207212 0.44220752] [ 0.35061344 0.65157353 0.40858014 0.69059251 0.45601289] [ 0.59558202 0.44117662 0.48570362 0.28263008 0.4345947 ] [ 0.23358505 0.71073054 0.40537549 0.71428986 0.46652678] [ 0.72775247 0.41793947 0.6295584 0.60779705 0.4201366 ] [ 0.49319868 0.40291304 0.58354435 0.67921074 0.46137386] [ 0.50528666 0.52496843 0.4671263 0.39752092 0.35832604] [ 0.21338075 0.62584228 0.37875015 0.8736547 0.44050034] [ 0.30546016 0.5943026 0.44996551 0.76586147 0.41859085] [ 0.44178877 0.46205281 0.49217346 0.6389015 0.47328497] [ 0.79121929 0.42141429 0.61963058 0.15230159 0.45066267] [ 0.83467432 0.35603478 0.54424063 0.1397611 0.44646002] [ 0.74398348 0.40839145 0.59426392 0.30961206 0.42835632] [ 0.34583936 0.54786059 0.52698603 0.58242613 0.4347847 ] [ 0.70052736 0.4764338 0.4901255 0.31154179 0.35145077] [ 0.78593378 0.25098727 0.55228727 0.1642419 0.38010983] [ 0.60572977 0.59236323 0.48840299 0.56939819 0.54841291] [ 0.77887456 0.54309357 0.54313518 0.51176327 0.3739518 ] [ 0.75869717 0.41300653 0.46245687 0.26018849 0.32252322] [ 0.83370001 0.50613983 0.5347101 0.37993875 0.45122256] [ 0.19940133 0.69851625 0.48003856 0.76432482 0.63939278] [ 0.48388823 0.5768285 0.39619354 0.50709454 0.39835581] [ 0.43720971 0.61507648 0.42874455 0.60273488 0.3618067 ] [ 0.68802961 0.52493006 0.43198839 0.75768815 0.43702963] [ 0.59301501 0.43283088 0.49912106 0.48971206 0.4564392 ] [ 0.39979959 0.59610936 0.46438654 0.60796326 0.69003545] [ 0.3089979 0.60522563 0.44810972 0.61120765 0.51998421] [ 0.8300845 0.33874704 0.52361363 0.35903127 0.44202912] [ 0.60918794 0.46525371 0.53035517 0.50656168 0.51326092] [ 0.83209205 0.36528659 0.52674461 0.1871645 0.42322701] [ 0.81839124 0.40986978 0.53076821 0.38745313 0.3914688 ] [ 0.58907911 0.37811849 0.59270494 0.3452052 0.5369991 ] [ 0.78873283 0.48573303 0.4152962 0.17763271 0.2483797 ] [ 0.35838875 0.67905834 0.40622033 0.84973683 0.55770492] [ 0.17194127 0.7045545 0.43092698 0.78954322 0.53119916] [ 0.55103935 0.47645212 0.60250368 0.68986682 0.32877856] [ 0.19697091 0.70783965 0.31603074 0.76205649 0.44337015] [ 0.74909763 0.48303224 0.4911343 0.20912197 0.39991598] [ 0.48239419 0.51819148 0.43002092 0.74798209 0.60218798] [ 0.53822811 0.38257517 0.51082912 0.33066913 0.59966048] [ 0.49874576 0.56720756 0.46881207 0.76328102 0.56285868] [ 0.6996247 0.51858324 0.59142753 0.43606636 0.45447761] [ 0.2176378 0.50820628 0.42249277 0.82904993 0.63683229] [ 0.66286212 0.38747772 0.58355824 0.6318895 0.42498607] [ 0.50177053 0.5452412 0.42325428 0.45569424 0.51312208] [ 0.24228957 0.61836983 0.38162496 0.75512172 0.41751094] [ 0.2330471 0.69063729 0.35592783 0.71534429 0.50421428] [ 0.6512624 0.50060298 0.55822873 0.24557744 0.44250998] [ 0.26551257 0.70240048 0.30401747 0.72436725 0.55414073] [ 0.59498266 0.4094601 0.45594081 0.16073888 0.33100547] [ 0.32385858 0.6077999 0.52606612 0.74208231 0.6105715 ] [ 0.68953818 0.43969707 0.55901569 0.39565737 0.34178397] [ 0.28167821 0.55167474 0.54795682 0.79118252 0.61518062] [ 0.35937701 0.59560454 0.47630238 0.61708662 0.57391104] [ 0.2117801 0.70951965 0.28064924 0.85696064 0.61913172] [ 0.48010033 0.49522917 0.63649066 0.50901056 0.53962049] [ 0.71281786 0.38838439 0.55599047 0.19320606 0.48375981] [ 0.74708872 0.4070901 0.5212374 0.37433449 0.51243121] [ 0.61756861 0.30565601 0.44379012 0.41311636 0.43362324] [ 0.36184532 0.50100912 0.50211851 0.70347586 0.3479223 ] [ 0.37581282 0.53777626 0.61364233 0.50640599 0.48767647] [ 0.38233508 0.60357494 0.36258263 0.58522997 0.5027297 ] [ 0.37458105 0.59998559 0.49256176 0.70771732 0.41865861] [ 0.56467871 0.49426887 0.45985906 0.48050239 0.42997991] [ 0.64492101 0.46933754 0.4150783 0.4082297 0.41900315] [ 0.6031203 0.40192267 0.5008493 0.51350477 0.49505998] [ 0.58424638 0.6080436 0.41416028 0.50290461 0.40729015] [ 0.19145492 0.68837937 0.4219602 0.77242222 0.55394518] [ 0.41287851 0.52963573 0.55632689 0.76657757 0.44479948] [ 0.62894105 0.49711366 0.45028828 0.61687844 0.49508212] [ 0.46240419 0.51235155 0.57502128 0.73031934 0.37443373] [ 0.52535499 0.5793584 0.52831041 0.6197564 0.32245779] [ 0.59074778 0.60518802 0.34718205 0.43453457 0.35104964] [ 0.25570276 0.62049575 0.31017259 0.81618218 0.45266372] [ 0.73944211 0.41455442 0.40783592 0.28679886 0.3448752 ] [ 0.61223466 0.53594865 0.51747809 0.66880287 0.47259826] [ 0.84043244 0.4036946 0.55600979 0.15057841 0.3533413 ] [ 0.60506589 0.60752626 0.56516681 0.63615753 0.3727684 ] [ 0.48220871 0.66733825 0.37022989 0.64376256 0.41914709] [ 0.72677857 0.33881554 0.390126 0.25397978 0.38531499] [ 0.5383688 0.47524715 0.57019086 0.61225862 0.55967848] [ 0.19202497 0.545057 0.47185133 0.78745645 0.59486196] [ 0.46874635 0.46934889 0.54711892 0.53719842 0.56408325] [ 0.59395068 0.33932172 0.55998593 0.24860927 0.39613719] [ 0.58510949 0.47070926 0.46854905 0.68330042 0.49362612] [ 0.40185587 0.43834068 0.58813263 0.74944823 0.36508519] [ 0.65483495 0.48720767 0.50501274 0.52138895 0.46704552] [ 0.36335801 0.46380879 0.33483495 0.70377569 0.53843859] [ 0.26813093 0.55367949 0.46917729 0.78790255 0.4477985 ] [ 0.11605973 0.64948502 0.5457509 0.87283785 0.63692892] [ 0.46640585 0.52803276 0.56285693 0.73240393 0.4074795 ] Progress: 38.5% ... Training loss: 0.538 ... Validation loss: 0.887[ 0.74688075 0.44189875 0.50815051 0.3690188 0.52076667] [ 0.1729131 0.59087093 0.44492965 0.84852057 0.49455541] [ 0.29252071 0.66371596 0.46366702 0.52024728 0.63646068] [ 0.60306489 0.3753109 0.58275903 0.52575286 0.45678519] [ 0.81768531 0.55884616 0.50424144 0.31940829 0.45562102] [ 0.56424796 0.41896627 0.41722291 0.43869755 0.33187009] [ 0.61427123 0.5649587 0.35684847 0.55611492 0.41491629] [ 0.37987767 0.38986047 0.44318333 0.61576187 0.58705911] [ 0.68470627 0.41925637 0.52744221 0.43194059 0.44013545] [ 0.48100911 0.46685127 0.4139494 0.40340283 0.47496309] [ 0.57309552 0.40242838 0.55677226 0.72980927 0.31038256] [ 0.45359656 0.34331755 0.63189908 0.58209589 0.57651837] [ 0.87447809 0.34922974 0.61416433 0.27230425 0.3768353 ] [ 0.3865226 0.5898414 0.47942123 0.74898196 0.37232996] [ 0.67899309 0.5592377 0.45626912 0.45428728 0.35183772] [ 0.72387261 0.54252005 0.32175087 0.28076915 0.30265292] [ 0.36290217 0.64197786 0.48689145 0.77296905 0.45510387] [ 0.32039373 0.45293264 0.45563198 0.86380216 0.58323686] [ 0.41026248 0.66553694 0.42072496 0.56515307 0.57987544] [ 0.48484061 0.57829615 0.33887415 0.5893417 0.39136666] [ 0.76707002 0.53018484 0.64052404 0.45353994 0.33852459] [ 0.36022638 0.46012903 0.4274174 0.49864229 0.55724297] [ 0.54882501 0.45546967 0.48083212 0.77977438 0.4272713 ] [ 0.33937397 0.71478759 0.23234319 0.84808448 0.47519948] [ 0.46590098 0.49668409 0.4943735 0.78739899 0.37455148] [ 0.19785009 0.53570419 0.52718693 0.8713289 0.62829861] [ 0.52659672 0.55241383 0.48823625 0.4287385 0.46079029] [ 0.82173851 0.39595467 0.44644958 0.20929907 0.38810288] [ 0.75810907 0.41336892 0.46231317 0.26049919 0.32261102] [ 0.71070261 0.3684949 0.66521086 0.29871852 0.37989677] [ 0.6324944 0.45442101 0.50573159 0.39185583 0.50072448] [ 0.80144183 0.31613884 0.48348914 0.22513368 0.43141016] [ 0.51068663 0.54468021 0.38396184 0.67446186 0.31795841] [ 0.65846944 0.47926931 0.4766032 0.43597835 0.46843926] [ 0.66174814 0.45772614 0.47356531 0.40709553 0.48516954] [ 0.44544933 0.55845161 0.42853775 0.66438381 0.39602399] [ 0.67581997 0.64024374 0.43376404 0.39855744 0.41421739] [ 0.42272711 0.40651912 0.60260762 0.6731338 0.61939767] [ 0.5473847 0.60528875 0.51198809 0.52978806 0.35424958] [ 0.73589455 0.47895138 0.52723974 0.4618338 0.3174769 ] [ 0.51877063 0.54920519 0.42907875 0.78093004 0.37740446] [ 0.54902113 0.60469984 0.42399346 0.66659839 0.37821262] [ 0.41893797 0.64429961 0.37156207 0.75638574 0.4256738 ] [ 0.25362203 0.54436444 0.51053575 0.7242147 0.56446752] [ 0.51820058 0.60229094 0.41735309 0.5497283 0.52099472] [ 0.34014409 0.66140818 0.43958953 0.8171345 0.60221516] [ 0.38617269 0.53972661 0.48686345 0.44370267 0.47074994] [ 0.54780649 0.39404602 0.56839915 0.2997816 0.51205176] [ 0.74809454 0.47568275 0.61624039 0.33790947 0.44942606] [ 0.62168724 0.4383884 0.52968422 0.5561789 0.37104947] [ 0.35509214 0.67846949 0.28542657 0.70007403 0.39663636] [ 0.44890279 0.5426286 0.44601362 0.52970414 0.36708673] [ 0.24772421 0.6944458 0.40662917 0.77753901 0.56683162] [ 0.50939349 0.47695548 0.66125026 0.80624012 0.42674927] [ 0.3717322 0.53192425 0.37418081 0.77457026 0.38043622] [ 0.79955609 0.33700036 0.64544908 0.19535903 0.35221308] [ 0.22563279 0.74561463 0.36344268 0.77840638 0.51351095] [ 0.61796996 0.59663179 0.36763479 0.55194319 0.37168977] [ 0.84989164 0.46063424 0.53406561 0.19043036 0.36519961] [ 0.37505346 0.47613246 0.43764117 0.54808626 0.42385493] [ 0.67664079 0.43201176 0.64356991 0.6444399 0.40475326] [ 0.85075593 0.28243475 0.59568532 0.14312146 0.45083593] [ 0.62029376 0.49122242 0.49487508 0.38949001 0.43061599] [ 0.60424176 0.39980753 0.73256355 0.63856675 0.32440266] [ 0.0954333 0.56653004 0.39061446 0.69955957 0.62770101] [ 0.48771601 0.68926234 0.41478236 0.66105541 0.45395434] [ 0.92444217 0.34402406 0.46761774 0.29686054 0.3203626 ] [ 0.64017988 0.40989275 0.49623295 0.47337129 0.29414791] [ 0.76035975 0.49616806 0.48631854 0.30697368 0.37667394] [ 0.27420634 0.58866253 0.47690234 0.80597403 0.61801206] [ 0.35139931 0.5600883 0.48361031 0.79314493 0.4050304 ] [ 0.82692721 0.46203392 0.53731658 0.21334025 0.41264175] [ 0.53614013 0.37130659 0.62503919 0.4484588 0.44982821] [ 0.53942851 0.62201647 0.35705292 0.54531326 0.36408269] [ 0.66361349 0.40716704 0.58551142 0.55978536 0.47088721] [ 0.33092215 0.66922185 0.4710488 0.78816985 0.56296335] [ 0.56055782 0.53395051 0.54181618 0.38455552 0.36737337] [ 0.8029009 0.37299591 0.48407285 0.16628009 0.43365829] [ 0.58814901 0.337837 0.44897744 0.37718455 0.47439362] [ 0.74009756 0.54155282 0.37088213 0.43348064 0.45363698] [ 0.54048508 0.56805905 0.41077299 0.3479554 0.44791005] [ 0.84172892 0.35493525 0.56332588 0.1668769 0.39443365] [ 0.48954902 0.5266736 0.47986749 0.50824301 0.55789814] [ 0.41798072 0.44566592 0.59733569 0.65770219 0.60651232] [ 0.45170737 0.59582802 0.26202256 0.60770226 0.44683879] [ 0.50764251 0.36158763 0.41576645 0.58849142 0.40221869] [ 0.70286896 0.52056428 0.46312577 0.35263501 0.46488972] [ 0.66537983 0.57106968 0.37615479 0.45334686 0.53579064] [ 0.57916253 0.31944377 0.52013808 0.63934949 0.46498129] [ 0.71295162 0.39280916 0.42698587 0.51107648 0.38483159] [ 0.71967286 0.47467359 0.39046271 0.52435696 0.38571713] [ 0.38560191 0.54096513 0.29514509 0.77048922 0.35438598] [ 0.51226596 0.46979816 0.55250351 0.61491955 0.36117065] [ 0.35068577 0.4513227 0.60856345 0.76593065 0.37290985] [ 0.6222114 0.3877122 0.44459973 0.53725459 0.54483458] [ 0.69899718 0.49859859 0.45351745 0.36750288 0.4778704 ] [ 0.66586415 0.50202806 0.62571877 0.34425516 0.51459399] [ 0.40345134 0.34772825 0.45210029 0.6683375 0.43629443] [ 0.34505657 0.59498206 0.42475306 0.74398048 0.37872515] [ 0.57968167 0.4428859 0.44344593 0.32700855 0.33790103] [ 0.52996477 0.41847497 0.47920303 0.51560205 0.35204371] [ 0.3843546 0.5264887 0.40824575 0.61530724 0.47893096] [ 0.83176578 0.53780647 0.46013409 0.41808486 0.41881266] [ 0.7080158 0.49767372 0.33765422 0.83309908 0.36153824] [ 0.76035975 0.49616806 0.48631854 0.30697368 0.37667394] [ 0.73270272 0.3625538 0.66975248 0.25823524 0.49778055] [ 0.89447103 0.33216981 0.57315521 0.19423717 0.40728911] [ 0.58897516 0.38451487 0.69610035 0.58918894 0.47141547] [ 0.43883524 0.50799995 0.53364651 0.49600224 0.53999864] [ 0.68584273 0.42106726 0.37609562 0.32984099 0.41691719] [ 0.34781185 0.56501994 0.38577145 0.63815522 0.4674999 ] [ 0.34099316 0.48859696 0.42524362 0.86970028 0.57888633] [ 0.52849276 0.49158198 0.4833585 0.72720797 0.34320322] [ 0.66099107 0.39244787 0.5905513 0.54175006 0.43174173] [ 0.60240223 0.40958874 0.54249418 0.51113721 0.42680547] [ 0.64764877 0.57001616 0.47407407 0.40028869 0.36603821] [ 0.55552756 0.49839238 0.39386431 0.3911783 0.39824251] [ 0.73166325 0.42670315 0.4964742 0.30150642 0.35481962] [ 0.55593936 0.49377528 0.49560061 0.55266859 0.28918999] [ 0.90205013 0.32137481 0.55811324 0.12465249 0.28873371] [ 0.14306252 0.64523894 0.36207816 0.92632176 0.58209608] [ 0.77941799 0.39969855 0.56894938 0.15930921 0.47021432] [ 0.59845424 0.52771199 0.47696743 0.42639543 0.31728499] [ 0.78455393 0.31681216 0.51037292 0.43002382 0.35915556] [ 0.78018018 0.31500998 0.58990755 0.21706606 0.42875105] [ 0.49340356 0.39202443 0.62230372 0.5594113 0.54807695] [ 0.58136608 0.39985309 0.63386517 0.60719205 0.46140205] [ 0.42406383 0.47551818 0.49598013 0.70731417 0.35584101] Progress: 38.5% ... Training loss: 0.538 ... Validation loss: 0.892[ 0.75539544 0.38086206 0.61325523 0.14708786 0.4919306 ] [ 0.72988291 0.41152983 0.4493124 0.29930572 0.36118652] [ 0.6477633 0.50534935 0.3144139 0.52641225 0.43307208] [ 0.70560216 0.47787831 0.59085605 0.34982265 0.52904073] [ 0.25204183 0.66571375 0.41390222 0.6666018 0.58421792] [ 0.34488997 0.49948689 0.37705289 0.72126574 0.36705312] [ 0.59431389 0.54875087 0.51059618 0.49066733 0.37584365] [ 0.58520285 0.4829955 0.39735374 0.49797391 0.42609724] [ 0.2606967 0.59487501 0.47351252 0.81817828 0.56832944] [ 0.82184515 0.44150797 0.50302319 0.19237062 0.29063713] [ 0.33231225 0.68164731 0.25139865 0.72373459 0.48182056] [ 0.45508622 0.34275203 0.63214414 0.58122348 0.57628344] [ 0.3847464 0.41750726 0.4939371 0.7023762 0.43586709] [ 0.52118866 0.47161625 0.51599423 0.57009748 0.53534256] [ 0.78712223 0.42673828 0.57150907 0.23550052 0.51224174] [ 0.52204242 0.6209228 0.28401746 0.68179205 0.35485249] [ 0.28564488 0.60065134 0.42196163 0.76523019 0.60465276] [ 0.72562415 0.36570657 0.49396104 0.16672271 0.43234464] [ 0.5752059 0.46828663 0.66032347 0.4076735 0.48820861] [ 0.39253309 0.68193027 0.42903122 0.60422379 0.51536069] [ 0.31333676 0.64082274 0.51206208 0.87603084 0.54440008] [ 0.68862853 0.61074015 0.52190764 0.35292087 0.39554673] [ 0.76185204 0.49922176 0.45152318 0.38362165 0.39024658] [ 0.58985646 0.57545153 0.44051547 0.6883876 0.45582904] [ 0.53984459 0.6354928 0.45027425 0.58254276 0.46306537] [ 0.37404177 0.62902762 0.40150333 0.66305718 0.4695825 ] [ 0.60958902 0.38869709 0.36863873 0.36747804 0.35690911] [ 0.37774003 0.55465854 0.37551864 0.4886107 0.44971261] [ 0.26048353 0.65669966 0.42498114 0.81202953 0.52801068] [ 0.45266745 0.53569178 0.61911662 0.64663034 0.4862937 ] [ 0.59140659 0.51740288 0.51159894 0.55342749 0.34510014] [ 0.17085262 0.56876258 0.34227401 0.93234903 0.55643106] [ 0.78547682 0.41511076 0.58952921 0.17140228 0.46640311] [ 0.18239707 0.69398946 0.29068624 0.88509313 0.47936503] [ 0.42746124 0.50784605 0.5504649 0.43753951 0.52751861] [ 0.6668445 0.40429146 0.50176592 0.40040885 0.45396074] [ 0.6416404 0.45513806 0.64535735 0.54646882 0.43237713] [ 0.70933973 0.41189359 0.54813075 0.3416423 0.40215039] [ 0.7749799 0.47907146 0.50849061 0.28939435 0.51361776] [ 0.63482816 0.48196991 0.40731154 0.47197844 0.56169238] [ 0.52131328 0.42911069 0.42990236 0.78793148 0.45644777] [ 0.66680075 0.36007528 0.4832971 0.44644116 0.44797949] [ 0.79075514 0.37678446 0.48964594 0.29773495 0.36856996] [ 0.52546461 0.59385206 0.34182098 0.4715678 0.3240863 ] [ 0.5539975 0.61898179 0.4746085 0.59477625 0.46158247] [ 0.5779956 0.54931266 0.49671707 0.24117525 0.3726668 ] [ 0.56796995 0.47834662 0.56111198 0.45331274 0.48944408] [ 0.34607483 0.54850933 0.41092292 0.68529381 0.51722005] [ 0.31504771 0.7128652 0.29833835 0.76052085 0.36121869] [ 0.45032481 0.67547987 0.56677542 0.59791319 0.49482581] [ 0.34462601 0.51249324 0.3908154 0.7000373 0.64836647] [ 0.427564 0.47222734 0.59767212 0.72397791 0.34808009] [ 0.4835416 0.43914676 0.50122518 0.68051722 0.54729113] [ 0.64524854 0.4713199 0.54139527 0.54664388 0.44388627] [ 0.23973696 0.59048299 0.48130233 0.81528704 0.68121701] [ 0.16521005 0.64664095 0.43056173 0.88328339 0.37887867] [ 0.54017537 0.39789193 0.54331003 0.52491058 0.32850495] [ 0.62580862 0.58117143 0.63438378 0.53050989 0.45850695] [ 0.47222385 0.6156874 0.4259124 0.56916584 0.43734906] [ 0.81153172 0.46537455 0.46764422 0.41680718 0.4607494 ] [ 0.23085887 0.67249813 0.45410925 0.81111165 0.49842639] [ 0.52260334 0.41933908 0.50846223 0.46256332 0.48529489] [ 0.59009075 0.56845323 0.39457414 0.41233415 0.55129842] [ 0.61279848 0.4346156 0.45924436 0.33960008 0.393947 ] [ 0.36459655 0.62810905 0.42248413 0.55586479 0.43290195] [ 0.32133837 0.61985457 0.42058145 0.81486631 0.43431651] [ 0.73096844 0.38322486 0.45917619 0.10616884 0.31348074] [ 0.27052902 0.61619326 0.36070318 0.73415879 0.44411758] [ 0.62504176 0.52257732 0.40797476 0.45611526 0.28225958] [ 0.48197241 0.61651166 0.49941343 0.55820681 0.59944005] [ 0.71393078 0.37274134 0.59159121 0.30943504 0.36738861] [ 0.73085249 0.42564156 0.52983304 0.3493692 0.47190214] [ 0.85037028 0.28270345 0.59555529 0.14329219 0.45094735] [ 0.40737113 0.55226239 0.38469777 0.73080963 0.31947922] [ 0.57075222 0.48092856 0.46362117 0.44040552 0.44457305] [ 0.47222385 0.6156874 0.4259124 0.56916584 0.43734906] [ 0.43668855 0.6226766 0.57175492 0.68536574 0.52714125] [ 0.58891686 0.39606057 0.6572055 0.31614969 0.46820262] [ 0.45955737 0.48505093 0.46828509 0.74749451 0.30800643] [ 0.21117286 0.58652387 0.43780103 0.66740533 0.48246655] [ 0.70203863 0.55177607 0.51909921 0.44917274 0.44736557] [ 0.11973018 0.5127799 0.40850755 0.91591789 0.65489176] [ 0.66389451 0.50207093 0.54156773 0.17043843 0.4575723 ] [ 0.28751993 0.65144958 0.39074118 0.84221825 0.46840762] [ 0.47788435 0.52336851 0.4258066 0.514369 0.48989113] [ 0.78871203 0.54154562 0.43921322 0.23421729 0.32986549] [ 0.22275994 0.64711468 0.4401212 0.72550747 0.42320393] [ 0.29435367 0.60334397 0.51479904 0.85640021 0.40587051] [ 0.84255523 0.36931838 0.57057299 0.18944783 0.42035136] [ 0.67795253 0.47897349 0.40349791 0.45544115 0.49203528] [ 0.41862875 0.40084585 0.39638759 0.56423604 0.43124691] [ 0.21118243 0.68516688 0.41448349 0.57448352 0.58105044] [ 0.20745477 0.59873654 0.37455593 0.78543113 0.57327548] [ 0.59258411 0.50960635 0.39352294 0.49000531 0.41224484] [ 0.75504409 0.5242833 0.34628408 0.38655221 0.44346309] [ 0.72257224 0.52474786 0.54981995 0.44289424 0.42663381] [ 0.33252648 0.66853784 0.47136131 0.78748771 0.56268847] [ 0.42110766 0.47498169 0.50067624 0.5648098 0.39097971] [ 0.59384566 0.45600763 0.52588603 0.4581016 0.55798205] [ 0.84013475 0.33865339 0.61789134 0.22701056 0.40130298] [ 0.52951289 0.65512386 0.34423123 0.49079478 0.48565073] [ 0.320518 0.67297325 0.47760193 0.76607143 0.49260163] [ 0.58408648 0.60826177 0.41403146 0.50290534 0.40743149] [ 0.77171463 0.42057909 0.59591074 0.26001736 0.48515908] [ 0.67955302 0.39072145 0.52380677 0.44879298 0.44768425] [ 0.37145935 0.65305792 0.40380647 0.51072345 0.4787873 ] [ 0.61688149 0.46225429 0.73250389 0.46767798 0.45165928] [ 0.42435528 0.55327106 0.58094144 0.55309343 0.43895206] [ 0.30402947 0.66714981 0.35074808 0.75613243 0.48071267] [ 0.80388287 0.44143307 0.57050609 0.25083358 0.44020584] [ 0.29032857 0.58400186 0.58026281 0.68444082 0.5966915 ] [ 0.1125267 0.64584899 0.34778245 0.88972547 0.55653076] [ 0.46256868 0.51241955 0.57498422 0.73012406 0.37446315] [ 0.3356297 0.48363932 0.497705 0.61072975 0.64348333] [ 0.61208261 0.44149237 0.58042323 0.26240863 0.53221151] [ 0.90472339 0.32583414 0.40526427 0.21144268 0.37333401] [ 0.61103448 0.50372629 0.56518231 0.43924704 0.55390622] [ 0.44135407 0.46875216 0.56515575 0.70187708 0.40890837] [ 0.37959163 0.58327746 0.56954122 0.57753217 0.53949125] [ 0.6793968 0.38071946 0.3881292 0.39972769 0.36133908] [ 0.71613595 0.34036046 0.3997678 0.33334105 0.46858951] [ 0.61980777 0.40585399 0.56548057 0.63019788 0.33479688] [ 0.41160465 0.56683728 0.33353585 0.70710978 0.45462145] [ 0.5781469 0.41770485 0.46583875 0.37837428 0.46118095] [ 0.43638107 0.64487704 0.33759562 0.68328727 0.49294001] [ 0.55233832 0.59913967 0.37030927 0.51174473 0.38114369] [ 0.68845901 0.48973355 0.50533035 0.38673351 0.45588907] [ 0.76196993 0.53609935 0.39925814 0.42589809 0.35501974] Progress: 38.5% ... Training loss: 0.537 ... Validation loss: 0.891[ 0.58767764 0.40170847 0.57773114 0.66756453 0.30787164] [ 0.33973595 0.53139028 0.65902949 0.75301651 0.54680415] [ 0.46040592 0.50599736 0.51048275 0.46128819 0.57767519] [ 0.74528753 0.4746269 0.55110407 0.2090895 0.36395817] [ 0.57131098 0.57348757 0.42589617 0.59205928 0.48289753] [ 0.76320391 0.35904927 0.48132699 0.29585427 0.55476662] [ 0.65565582 0.4474401 0.59066622 0.211651 0.48328262] [ 0.19725842 0.62219612 0.37658879 0.78042711 0.48439324] [ 0.62087971 0.40096097 0.64885542 0.53167691 0.5056456 ] [ 0.65914542 0.48129883 0.48301985 0.26416398 0.46946092] [ 0.82999697 0.31616204 0.43799672 0.2668558 0.34679026] [ 0.15531423 0.65875805 0.42398205 0.91785967 0.51133346] [ 0.2425731 0.65172042 0.3128361 0.79101812 0.42787362] [ 0.66826346 0.41037438 0.53632642 0.38046851 0.42530414] [ 0.74057679 0.5821651 0.42946057 0.55541642 0.37742072] [ 0.49327352 0.50903739 0.57827226 0.78435302 0.42154976] [ 0.38091358 0.45758748 0.4813899 0.74326753 0.4286582 ] [ 0.56043582 0.5350401 0.56834544 0.65357743 0.43601134] [ 0.70963 0.43843572 0.63289238 0.55259836 0.35940557] [ 0.23355338 0.69075458 0.35583858 0.7149126 0.50432042] [ 0.12306623 0.56841664 0.47690019 0.89807327 0.50607608] [ 0.59138149 0.53110029 0.54575001 0.44765347 0.34022764] [ 0.77798224 0.36279332 0.51249732 0.28722763 0.46625505] [ 0.58243633 0.39478797 0.43777491 0.46482236 0.40121831] [ 0.581126 0.48645682 0.56418991 0.26311035 0.5568621 ] [ 0.17312215 0.65135047 0.34181133 0.71799147 0.57372672] [ 0.51222165 0.48417119 0.45896745 0.74395391 0.29035766] [ 0.841382 0.38803671 0.6203075 0.19493762 0.47216948] [ 0.68519102 0.37310525 0.53736853 0.52428693 0.38084833] [ 0.56333102 0.47661977 0.53362757 0.74037113 0.40468755] [ 0.35669962 0.49127898 0.51723953 0.72284967 0.51747046] [ 0.58041462 0.61908646 0.54373296 0.5343936 0.40339212] [ 0.46436207 0.39097693 0.4189421 0.77161862 0.40167513] [ 0.54394786 0.64439945 0.43283357 0.64604774 0.43032042] [ 0.72329979 0.47567255 0.69640735 0.3608033 0.38316827] [ 0.32274737 0.48720149 0.59039338 0.51280679 0.57732367] [ 0.80522765 0.40954131 0.55323789 0.20027045 0.44884687] [ 0.17406501 0.50415098 0.35318435 0.94703479 0.53563989] [ 0.46188413 0.5117777 0.50412861 0.64233774 0.46307638] [ 0.68157457 0.43099972 0.47611617 0.32353147 0.45624001] [ 0.38610118 0.56446648 0.41573347 0.46167066 0.46019643] [ 0.45462977 0.65748741 0.41041391 0.80828717 0.56514597] [ 0.66090076 0.54507771 0.4644252 0.45918879 0.40028455] [ 0.86259891 0.35820248 0.56928948 0.20761382 0.41933221] [ 0.87155363 0.26915496 0.60975892 0.16623555 0.40288068] [ 0.24218028 0.63022912 0.30369427 0.79813204 0.50289357] [ 0.68161695 0.56322146 0.47577321 0.47265865 0.37488895] [ 0.55058957 0.4198358 0.40987526 0.63061324 0.35168446] [ 0.59405177 0.54891097 0.51054034 0.49066167 0.37589316] [ 0.64831252 0.46490568 0.54546264 0.35067404 0.39256385] [ 0.35261203 0.48269846 0.51125585 0.76541025 0.50834255] [ 0.76661102 0.29625335 0.58737375 0.3792049 0.46839064] [ 0.5608996 0.46821962 0.50449479 0.73926481 0.48031341] [ 0.78271319 0.40708031 0.58477414 0.28977638 0.49583139] [ 0.89468743 0.36021095 0.5323645 0.26689115 0.3822575 ] [ 0.44236263 0.48357118 0.52394224 0.63031572 0.47006622] [ 0.56022264 0.34094424 0.41350497 0.54303584 0.45070508] [ 0.3225917 0.50949361 0.45014655 0.69227822 0.39073394] [ 0.37305243 0.48586869 0.48458705 0.77110168 0.49640317] [ 0.50475929 0.65960315 0.39646612 0.6297167 0.28078594] [ 0.44457434 0.49667332 0.44003696 0.69906436 0.59613266] [ 0.62197854 0.41986441 0.45535253 0.42846998 0.45737632] [ 0.25483631 0.69423061 0.35107587 0.71363013 0.50195149] [ 0.38250307 0.48997247 0.53672863 0.75794773 0.52653028] [ 0.59338688 0.44023499 0.53100466 0.61466441 0.46624279] [ 0.71164918 0.29320804 0.61581135 0.30576819 0.40085031] [ 0.45783652 0.51396051 0.33797512 0.75433451 0.3914893 ] [ 0.72131453 0.39747982 0.5854901 0.45872926 0.4407363 ] [ 0.31091246 0.74307867 0.34691406 0.75122098 0.56363798] [ 0.44337145 0.49766495 0.51224932 0.43263094 0.52890373] [ 0.74260622 0.54565141 0.49389196 0.49808686 0.43005608] [ 0.66491824 0.43519209 0.59894177 0.56373634 0.33253981] [ 0.8323177 0.4988139 0.47541629 0.16874347 0.34862074] [ 0.22107661 0.61427643 0.46658425 0.7800017 0.55686733] [ 0.58098583 0.31890142 0.52040461 0.63827165 0.46473101] [ 0.43249491 0.67224916 0.48333734 0.64639783 0.3676747 ] [ 0.81492956 0.43711668 0.47524565 0.41186888 0.43892258] [ 0.74015567 0.33986287 0.63488647 0.50985172 0.38339774] [ 0.38263415 0.53548435 0.51116249 0.8144839 0.48429227] [ 0.73445942 0.53435798 0.50086748 0.24465458 0.48374801] [ 0.44293095 0.62113669 0.35906324 0.54799235 0.47556069] [ 0.64021948 0.61536169 0.51164178 0.56971026 0.42350843] [ 0.64352984 0.46247093 0.4565464 0.4198623 0.40640917] [ 0.86960508 0.3776667 0.56089487 0.2529827 0.42005378] [ 0.41923655 0.43869098 0.47091093 0.63183825 0.39516462] [ 0.52449046 0.56157729 0.43178085 0.38416172 0.37099779] [ 0.38939198 0.55837934 0.38189629 0.63655024 0.35972932] [ 0.25477522 0.48650166 0.38347848 0.82412603 0.53822468] [ 0.32237706 0.6180417 0.53303409 0.5378673 0.54002381] [ 0.28443288 0.55681137 0.44668979 0.82164269 0.50510729] [ 0.3889532 0.49038474 0.43298135 0.83444639 0.41143299] [ 0.44083059 0.45944397 0.4491852 0.65073552 0.52773658] [ 0.4167474 0.47589017 0.59966776 0.69978429 0.36413069] [ 0.56084126 0.38859966 0.63419489 0.52136727 0.34228894] [ 0.61903284 0.63445199 0.40243568 0.59889715 0.44797013] [ 0.71780835 0.53431515 0.47525467 0.49477927 0.45101387] [ 0.24139021 0.72882317 0.26514235 0.82978329 0.6014744 ] [ 0.39326125 0.62222758 0.58418299 0.82513357 0.60212865] [ 0.4399768 0.51860634 0.4815117 0.72509306 0.4376295 ] [ 0.38603243 0.49854935 0.58851856 0.76625352 0.34344902] [ 0.60468057 0.35729704 0.61199205 0.47101863 0.39318292] [ 0.3771149 0.54730241 0.52637554 0.75698136 0.5193249 ] [ 0.70291565 0.37912414 0.5576786 0.2018667 0.46802604] [ 0.24255039 0.54296851 0.35264428 0.74067644 0.52097478] [ 0.78606263 0.48003048 0.4385731 0.29510855 0.43468863] [ 0.14954225 0.58675039 0.36304762 0.90570883 0.49446173] [ 0.45743749 0.43523247 0.43080867 0.6110543 0.56930266] [ 0.66858378 0.35799127 0.62416186 0.3463006 0.57840591] [ 0.60270196 0.49924151 0.48359106 0.35794538 0.51230044] [ 0.65779295 0.4806015 0.52159505 0.40407665 0.55677558] [ 0.49319338 0.47194848 0.3881346 0.48692691 0.50572923] [ 0.7044698 0.49189121 0.43831319 0.24688346 0.27248517] [ 0.33910998 0.54259775 0.54857089 0.65776443 0.60659262] [ 0.34206834 0.51472653 0.53964879 0.74100279 0.46312428] [ 0.69844729 0.48661912 0.35053575 0.47922819 0.39474935] [ 0.62532469 0.49759048 0.39516043 0.4033305 0.33074853] [ 0.81064072 0.42295022 0.59307059 0.18539419 0.34118814] [ 0.69040306 0.54975227 0.44335642 0.32438651 0.3107684 ] [ 0.69608179 0.34959452 0.64824091 0.27180387 0.44669816] [ 0.46931544 0.6290027 0.43650106 0.64092131 0.43107554] [ 0.62717382 0.60159458 0.46720291 0.52637126 0.40800453] [ 0.52840887 0.51339734 0.50182207 0.78064306 0.39453813] [ 0.28023234 0.55152842 0.56434046 0.78299335 0.48887942] [ 0.54977173 0.42289198 0.68418862 0.36069897 0.51421623] [ 0.37659551 0.60495607 0.44369748 0.6005539 0.47783248] [ 0.7353314 0.3981136 0.61391724 0.28448224 0.4283371 ] [ 0.50223716 0.43198108 0.48666754 0.40341818 0.43801995] [ 0.607036 0.39671977 0.47822739 0.65938004 0.31545654] Progress: 38.6% ... Training loss: 0.537 ... Validation loss: 0.892[ 0.30501105 0.66679501 0.40887557 0.88956252 0.31917223] [ 0.72700324 0.47969583 0.64677186 0.28056942 0.44218842] [ 0.23600725 0.50450645 0.45892709 0.88732218 0.52387486] [ 0.55350473 0.44653912 0.48704209 0.75675245 0.42241982] [ 0.92060626 0.28061514 0.50003706 0.1260683 0.2710762 ] [ 0.28708779 0.55027805 0.41484284 0.63698994 0.48300522] [ 0.16715245 0.53994921 0.48121284 0.86884692 0.60858884] [ 0.82271949 0.37158859 0.61702648 0.36530289 0.42849329] [ 0.58576012 0.49645268 0.58641617 0.32099116 0.57584329] [ 0.78820398 0.39545035 0.54324584 0.32391534 0.37831817] [ 0.6094679 0.35724205 0.55758737 0.55448951 0.35858105] [ 0.23018276 0.7212011 0.296668 0.83641807 0.4294061 ] [ 0.31842524 0.55315737 0.49926268 0.64764468 0.62899823] [ 0.47532529 0.39233255 0.45119507 0.63043442 0.60450598] [ 0.59411295 0.60935294 0.2861178 0.41882463 0.4368643 ] [ 0.57605701 0.45033942 0.46803303 0.72649405 0.34590985] [ 0.37447497 0.61836575 0.42817669 0.79064365 0.55368454] [ 0.15470791 0.63612564 0.4317492 0.90592097 0.53833791] [ 0.66186783 0.49479951 0.48376612 0.38634404 0.48588125] [ 0.34503606 0.48708428 0.42585822 0.86856015 0.57834736] [ 0.63699149 0.61563981 0.32095787 0.50417707 0.43080558] [ 0.26367646 0.5990191 0.42001365 0.82949388 0.58928519] [ 0.15513508 0.60432743 0.41442469 0.89534503 0.50561969] [ 0.53985627 0.59020258 0.37682892 0.44084162 0.45585268] [ 0.89355951 0.32571021 0.47368202 0.1855425 0.39457599] [ 0.65462626 0.62212932 0.37332673 0.55351467 0.46601306] [ 0.5345396 0.51665212 0.56356778 0.5260348 0.58767818] [ 0.70491836 0.28213621 0.51351215 0.22164113 0.3893166 ] [ 0.8191856 0.49337383 0.40815699 0.49322044 0.42859621] [ 0.62339913 0.54988719 0.49090238 0.29519361 0.54866941] [ 0.57793352 0.47450457 0.53292971 0.58051806 0.52465438] [ 0.81338279 0.51411753 0.59680734 0.19904725 0.50096683] [ 0.49596492 0.48687389 0.42116526 0.3276641 0.42405799] [ 0.72527901 0.57058387 0.53490017 0.52823767 0.42250027] [ 0.54918131 0.46648705 0.40340726 0.41282298 0.47947608] [ 0.52801226 0.42708398 0.64962556 0.40491499 0.54915609] [ 0.59716952 0.39211628 0.45556696 0.56113196 0.45368295] [ 0.46821334 0.68940731 0.31200681 0.77210109 0.31564813] [ 0.80039209 0.50972476 0.61160657 0.43274747 0.29704435] [ 0.75458913 0.47232891 0.50961423 0.34115298 0.33389648] [ 0.27101659 0.53096957 0.51340131 0.6899468 0.47220018] [ 0.37943261 0.60561016 0.5971199 0.5664668 0.54423678] [ 0.31738552 0.5665267 0.34342144 0.78437683 0.4118334 ] [ 0.85851453 0.44974396 0.41012779 0.16051166 0.35967154] [ 0.47079999 0.52510565 0.52502354 0.65247535 0.41280586] [ 0.58974752 0.47512923 0.63812887 0.57795984 0.37934582] [ 0.65629582 0.43435557 0.33808576 0.48073191 0.47143967] [ 0.78728833 0.50934412 0.27803266 0.39736529 0.30051862] [ 0.64193194 0.52377386 0.54888107 0.50350194 0.36697665] [ 0.33531228 0.61391273 0.4586047 0.78630637 0.62035718] [ 0.18385771 0.57016763 0.3635528 0.88589547 0.60708307] [ 0.65492018 0.71727757 0.36379231 0.74737041 0.48513675] [ 0.36652694 0.54201242 0.61606313 0.77605103 0.48043922] [ 0.21368386 0.51172687 0.43947743 0.86656108 0.50195691] [ 0.83849518 0.45501719 0.54857959 0.25336613 0.43541473] [ 0.40534486 0.36684861 0.54178423 0.68634807 0.47940285] [ 0.4885844 0.55878696 0.60683411 0.42584316 0.53250022] [ 0.56143863 0.50129747 0.63150727 0.40749807 0.45567847] [ 0.71800403 0.54183385 0.47150746 0.44259861 0.31432914] [ 0.45781696 0.56343949 0.34328512 0.58809315 0.50036594] [ 0.57005375 0.48677336 0.37922823 0.57433392 0.31154504] [ 0.39423945 0.55812618 0.536544 0.39539601 0.69891209] [ 0.46401444 0.50632959 0.60018635 0.71593293 0.53245728] [ 0.51370286 0.63278714 0.37846556 0.77184639 0.60520143] [ 0.47821248 0.47910868 0.49362074 0.38361748 0.45584956] [ 0.35049571 0.46833831 0.58212967 0.5651924 0.57062473] [ 0.17932343 0.57320978 0.50566141 0.87456815 0.52578752] [ 0.66451465 0.48343487 0.67322947 0.36749573 0.49588329] [ 0.78174404 0.40458057 0.45164483 0.38543016 0.42628252] [ 0.28285363 0.5547262 0.48181781 0.84531394 0.61133644] [ 0.64360695 0.48419136 0.42903491 0.41889146 0.35884498] [ 0.67683496 0.43337293 0.61285263 0.65567875 0.43474477] [ 0.61785677 0.60477936 0.39203776 0.4795402 0.38042364] [ 0.15268391 0.64577661 0.400981 0.79812396 0.53416001] [ 0.16888988 0.55816301 0.4994454 0.86761396 0.54128837] [ 0.44170239 0.54231809 0.38029647 0.51002124 0.5331333 ] [ 0.29881255 0.48135987 0.66104296 0.71783661 0.60662989] [ 0.58039343 0.48110309 0.65731776 0.61154226 0.4998552 ] [ 0.78811028 0.50905769 0.46442381 0.39525257 0.34897485] [ 0.27826704 0.69669049 0.36163399 0.79877517 0.56727197] [ 0.86880675 0.37838047 0.56058395 0.25369274 0.42031162] [ 0.75919276 0.4080219 0.34805924 0.28822361 0.37092791] [ 0.68834178 0.3767651 0.49150054 0.21506207 0.4015053 ] [ 0.5984575 0.60145597 0.36128965 0.53289835 0.36072401] [ 0.33659337 0.69053549 0.39538112 0.78005571 0.45342384] [ 0.7797839 0.39225353 0.55376066 0.28682291 0.44633427] [ 0.27150126 0.61763581 0.36947646 0.66877032 0.48000062] [ 0.76050299 0.26533521 0.58390338 0.55201828 0.39475103] [ 0.78539928 0.48315955 0.60415731 0.31992735 0.41323369] [ 0.49967149 0.63927947 0.32495636 0.48758896 0.37518973] [ 0.15891092 0.62702411 0.39791718 0.89538425 0.44379153] [ 0.80433543 0.4019308 0.65261619 0.12934172 0.359528 ] [ 0.63759155 0.5087713 0.64881842 0.44673393 0.45918844] [ 0.45031299 0.69603758 0.54105256 0.64526805 0.58623245] [ 0.43410123 0.57407803 0.52063805 0.81745363 0.5594499 ] [ 0.61561193 0.4802931 0.65172727 0.6756408 0.43511365] [ 0.2919691 0.60136878 0.32787249 0.79976622 0.50084207] [ 0.18367235 0.56244249 0.42959437 0.86622832 0.53811228] [ 0.62236731 0.54295054 0.37719022 0.50896544 0.30506774] [ 0.34718277 0.64057436 0.30493364 0.59092783 0.4210594 ] [ 0.53248405 0.62894243 0.36410231 0.72947554 0.37310797] [ 0.36496476 0.62726565 0.48218114 0.34487691 0.47087164] [ 0.32523991 0.55815909 0.48548293 0.63956272 0.64860375] [ 0.2779444 0.63038907 0.28812142 0.85500674 0.53441023] [ 0.66500369 0.47047592 0.53720824 0.20984447 0.54682219] [ 0.64610704 0.4056477 0.49925407 0.35058129 0.38865293] [ 0.85501352 0.36111841 0.62109703 0.19955493 0.43728444] [ 0.45116081 0.46811703 0.56151494 0.56560476 0.44898105] [ 0.16616593 0.55326905 0.56898701 0.90049518 0.6298039 ] [ 0.36000712 0.43682683 0.34703855 0.69666972 0.53311777] [ 0.60723082 0.50385884 0.41351595 0.43530332 0.39693079] [ 0.77800724 0.50748911 0.49755139 0.3478273 0.44283643] [ 0.8562535 0.4027142 0.4876609 0.18213811 0.35868626] [ 0.60855304 0.54345205 0.36450275 0.50405505 0.38736843] [ 0.22990577 0.69340552 0.3538193 0.8457118 0.54696006] [ 0.54358169 0.57293799 0.38898369 0.67560424 0.39222144] [ 0.64301952 0.46273865 0.45642752 0.4201471 0.40650675] [ 0.20458482 0.71607146 0.34612902 0.74809816 0.52243869] [ 0.5679299 0.33566078 0.57408498 0.38431952 0.60080513] [ 0.5965615 0.41449584 0.42695375 0.47192773 0.39789189] [ 0.65506722 0.45631362 0.38860017 0.26717966 0.42985996] [ 0.67520947 0.47348415 0.48257081 0.35388733 0.48435487] [ 0.44589108 0.58640495 0.41331539 0.52721053 0.45658968] [ 0.38922407 0.51728604 0.49151108 0.79566592 0.42659298] [ 0.41936185 0.6425574 0.3198894 0.77458987 0.57786718] [ 0.69818613 0.48684379 0.35045255 0.47937305 0.39483549] [ 0.20515017 0.59367393 0.38771868 0.85935667 0.49943597] [ 0.64295892 0.57942995 0.40102731 0.4826061 0.33680941] Progress: 38.6% ... Training loss: 0.537 ... Validation loss: 0.894[ 0.67287502 0.44647147 0.48213831 0.41353941 0.55271957] [ 0.2443872 0.69527426 0.40869922 0.72123021 0.47795545] [ 0.41101062 0.57071667 0.38432 0.74865783 0.60204689] [ 0.37302262 0.62546872 0.21519842 0.72925612 0.46780953] [ 0.3361052 0.51669966 0.42719208 0.57635762 0.49742189] [ 0.42581752 0.5962932 0.59602412 0.61132257 0.55183643] [ 0.41587384 0.74821451 0.32551369 0.61549165 0.39041387] [ 0.75931951 0.50332768 0.48552305 0.38840935 0.48284731] [ 0.62259705 0.52419337 0.39249158 0.38541405 0.40610438] [ 0.63209161 0.28884393 0.55005901 0.68333245 0.39208881] [ 0.76866101 0.4788858 0.56960873 0.46618323 0.49026986] [ 0.13543295 0.51412244 0.37708282 0.83951639 0.58828674] [ 0.85677431 0.32160175 0.58741941 0.24497613 0.33359386] [ 0.42230188 0.51865999 0.53336323 0.70349752 0.51022648] [ 0.80961569 0.42353397 0.59282604 0.18586958 0.34136096] [ 0.37244445 0.50191201 0.43275697 0.65709973 0.34262396] [ 0.34464114 0.51119389 0.52517755 0.70707221 0.40870609] [ 0.84389201 0.34458323 0.61767946 0.21764444 0.46155776] [ 0.57996117 0.58024873 0.47745619 0.56795026 0.41136164] [ 0.52713399 0.61193481 0.3101235 0.58933176 0.33972319] [ 0.64988417 0.52086319 0.50092032 0.31004923 0.43334064] [ 0.2395361 0.6632494 0.39170766 0.76609249 0.60164975] [ 0.46767744 0.52438363 0.52430706 0.44594193 0.43989909] [ 0.78573926 0.44188078 0.39255013 0.18492121 0.34426686] [ 0.16351766 0.57008176 0.47219162 0.72977919 0.51243721] [ 0.68447789 0.39737152 0.61945564 0.45080879 0.40583342] [ 0.41042818 0.51047403 0.50736832 0.66523551 0.39595274] [ 0.34612027 0.56830965 0.41296858 0.67995529 0.37177481] [ 0.42574504 0.54465838 0.43524304 0.53562093 0.39418588] [ 0.44150187 0.53886659 0.48087544 0.5061453 0.67663741] [ 0.56402625 0.56142223 0.45488881 0.66579066 0.51665611] [ 0.61935108 0.54874732 0.52253004 0.48103646 0.31368085] [ 0.74064045 0.32541057 0.57223731 0.21715397 0.3669029 ] [ 0.65712126 0.40616086 0.60259715 0.64649299 0.43198826] [ 0.51253287 0.43255202 0.46707127 0.67324672 0.40202039] [ 0.49644637 0.59449987 0.34589095 0.49969186 0.42806887] [ 0.49337751 0.432324 0.4550484 0.59927403 0.53885083] [ 0.48499446 0.45215464 0.49894825 0.62790719 0.42870879] [ 0.62409637 0.49812961 0.39492497 0.40387603 0.33092607] [ 0.50250535 0.59433099 0.42854677 0.49286798 0.39397422] [ 0.55478988 0.42897873 0.42565992 0.47475612 0.47403249] [ 0.35843099 0.4855637 0.47313152 0.55674028 0.58221159] [ 0.54079305 0.45084914 0.43535451 0.51016046 0.4772569 ] [ 0.50659126 0.56988096 0.5981456 0.63172853 0.57897366] [ 0.18274164 0.54020143 0.50339597 0.90840317 0.63361341] [ 0.24582248 0.58778257 0.51102137 0.78864754 0.61137746] [ 0.38335888 0.59318212 0.51226022 0.74793214 0.54039327] [ 0.41607245 0.4210832 0.43308575 0.6619526 0.52720497] [ 0.63385965 0.5280117 0.52496658 0.5408011 0.47202911] [ 0.30572536 0.53241535 0.37030399 0.76661148 0.46118886] [ 0.77232378 0.33920725 0.6618313 0.19535775 0.44926957] [ 0.72779607 0.46802136 0.52493861 0.51941588 0.39148958] [ 0.34418213 0.69125184 0.57559084 0.59825034 0.53464992] [ 0.74222797 0.46231196 0.40199232 0.22404468 0.31858554] [ 0.57987337 0.44732323 0.45935044 0.41007047 0.32190473] [ 0.60532334 0.5170766 0.53873146 0.71538473 0.3212609 ] [ 0.80873398 0.31113271 0.52470745 0.23637664 0.52259513] [ 0.41529715 0.54846667 0.40519536 0.55959669 0.56788446] [ 0.45962357 0.65589618 0.41110126 0.80672186 0.56454617] [ 0.33826124 0.64246874 0.37569807 0.5741019 0.52575642] [ 0.55256152 0.59925771 0.37024555 0.51146378 0.38118408] [ 0.64455571 0.43994913 0.46745789 0.35738163 0.34254184] [ 0.25768479 0.56908626 0.47775335 0.76411889 0.42658267] [ 0.28192229 0.56452885 0.33300378 0.84568468 0.38792188] [ 0.7174935 0.39421587 0.62446118 0.35747265 0.45873491] [ 0.79317799 0.362547 0.59163484 0.26132141 0.45921877] [ 0.15764166 0.48851774 0.40227255 0.8828455 0.584903 ] [ 0.81669191 0.48743241 0.39325813 0.25830543 0.35681296] [ 0.60038909 0.48139515 0.47398497 0.51091724 0.40381929] [ 0.86033192 0.38918693 0.56734569 0.22149511 0.37603044] [ 0.58504054 0.41793057 0.45949418 0.45828073 0.49603678] [ 0.14950551 0.55749132 0.49619932 0.82093153 0.49301175] [ 0.68720275 0.40552548 0.50141879 0.26862508 0.42679597] [ 0.46955236 0.45671102 0.563701 0.66887953 0.54597444] [ 0.65189402 0.46308044 0.48847268 0.48199963 0.3134588 ] [ 0.56492286 0.48748314 0.46052126 0.62428242 0.35849524] [ 0.35901619 0.59457659 0.37875217 0.78769195 0.52548021] [ 0.67875504 0.39136198 0.45344303 0.74315505 0.43192205] [ 0.70364158 0.44241471 0.46261797 0.26437064 0.36163291] [ 0.81677228 0.46615767 0.43238098 0.20505898 0.35897021] [ 0.3761829 0.61032776 0.6298062 0.63902633 0.44904138] [ 0.62730301 0.45027267 0.49507941 0.75829372 0.42912281] [ 0.10707514 0.65243039 0.4293082 0.83145809 0.50788646] [ 0.45009887 0.42704435 0.66692159 0.78375268 0.47000153] [ 0.56876693 0.424562 0.46278491 0.40693311 0.38376856] [ 0.46117289 0.51651242 0.46686491 0.51160845 0.44125626] [ 0.68177726 0.46571573 0.46820204 0.26219458 0.29629183] [ 0.59070927 0.36153122 0.59722327 0.32568375 0.46146441] [ 0.29071224 0.48347649 0.55405263 0.87644132 0.59831979] [ 0.64990346 0.39015342 0.50557464 0.39757004 0.40678814] [ 0.47083287 0.57070566 0.57434235 0.53795255 0.56598121] [ 0.43171466 0.54565854 0.37951571 0.66691815 0.40045837] [ 0.43022838 0.61871246 0.55812811 0.53431602 0.5242757 ] [ 0.54599858 0.6281451 0.45972276 0.7408509 0.50463904] [ 0.68318857 0.43160093 0.42329186 0.34537298 0.45020897] [ 0.39335906 0.62853474 0.43751218 0.79830909 0.49880931] [ 0.73569335 0.38391335 0.35083996 0.3590451 0.4840478 ] [ 0.84665293 0.40392593 0.54432433 0.27116919 0.39107739] [ 0.80968175 0.41566628 0.62816978 0.20927031 0.3570949 ] [ 0.60115514 0.62265889 0.42839747 0.62885206 0.34749033] [ 0.61944785 0.50471328 0.41254519 0.36115065 0.42118875] [ 0.55892042 0.48506699 0.4881988 0.58053801 0.28515397] [ 0.75772061 0.57355353 0.44625531 0.60674325 0.32172451] [ 0.59457244 0.51071328 0.40777004 0.39220692 0.30092331] [ 0.87530159 0.36362661 0.51808455 0.22200002 0.41430177] [ 0.33064436 0.63230572 0.4142126 0.68940958 0.38774515] [ 0.23279487 0.69488287 0.28867468 0.7709957 0.51855092] [ 0.56387361 0.5915489 0.38782184 0.29013067 0.37761567] [ 0.31671302 0.50763721 0.49967496 0.75584813 0.48010846] [ 0.15303483 0.60201739 0.56553292 0.86774424 0.72326196] [ 0.4730402 0.58933362 0.50772727 0.62050557 0.37586178] [ 0.40073936 0.60320538 0.53954694 0.61973828 0.31026824] [ 0.54041019 0.38736961 0.44074742 0.73845232 0.37298012] [ 0.74877603 0.55423409 0.4391721 0.35809805 0.40251411] [ 0.3104189 0.470995 0.50184072 0.74080732 0.46285318] [ 0.54926559 0.54803942 0.59591862 0.53518805 0.44064594] [ 0.67789037 0.39745075 0.4824133 0.61906481 0.33425923] [ 0.26863159 0.68117807 0.33567196 0.83664025 0.45550899] [ 0.39244728 0.57647006 0.40897981 0.66673405 0.54959801] [ 0.27182795 0.48644696 0.5400738 0.63801731 0.65788847] [ 0.78069355 0.29606205 0.57306694 0.30113657 0.43501876] [ 0.60902868 0.50345917 0.44642698 0.48612517 0.55047903] [ 0.58831052 0.40807772 0.4337454 0.50708261 0.33350409] [ 0.4958945 0.49915969 0.51849359 0.43002094 0.53830134] [ 0.47995306 0.50307337 0.52287186 0.33795754 0.51312405] [ 0.32621475 0.65898083 0.43815619 0.64721834 0.39610836] [ 0.46002864 0.59838297 0.48986292 0.7421576 0.36441285] [ 0.58711652 0.6141971 0.48184237 0.59747826 0.42949873] Progress: 38.7% ... Training loss: 0.536 ... Validation loss: 0.892[ 0.49020856 0.43308895 0.43259699 0.77604357 0.38139824] [ 0.37331208 0.56334021 0.37046571 0.78744316 0.40507319] [ 0.58414586 0.49719062 0.66680201 0.58301072 0.37832787] [ 0.81909985 0.35873812 0.43801927 0.41331078 0.40865955] [ 0.22053738 0.5565025 0.36743165 0.86625807 0.61603524] [ 0.73154243 0.55310731 0.4888563 0.411362 0.43973915] [ 0.55767176 0.49463346 0.51729235 0.44877692 0.38307179] [ 0.48278323 0.60529658 0.4826605 0.60378619 0.4330581 ] [ 0.29943335 0.53892605 0.3929465 0.84947811 0.45939428] [ 0.5249347 0.51049868 0.44973701 0.59435794 0.40727662] [ 0.29918409 0.56115204 0.44058256 0.83076861 0.48292156] [ 0.64197295 0.4144664 0.45995272 0.60198344 0.31474613] [ 0.58012489 0.44821166 0.51531675 0.72720355 0.51465193] [ 0.5849972 0.43455638 0.60528684 0.67369036 0.46608796] [ 0.6814191 0.4719825 0.51369828 0.17952227 0.46574979] [ 0.40831311 0.61684954 0.39602882 0.60801959 0.43899957] [ 0.65137156 0.51289934 0.42732684 0.44395719 0.32884291] [ 0.38532609 0.51460789 0.5126284 0.54226611 0.3959349 ] [ 0.44950678 0.52652164 0.51136361 0.6311596 0.62876034] [ 0.83056895 0.399876 0.57278561 0.28466684 0.44677677] [ 0.14747191 0.62574351 0.39669639 0.84979555 0.43014062] [ 0.50695449 0.62179022 0.4600733 0.73761732 0.44702345] [ 0.90221629 0.25278495 0.55191297 0.14222936 0.30218424] [ 0.56314192 0.4816204 0.62559468 0.33957628 0.56838709] [ 0.59133007 0.61178587 0.51378307 0.413431 0.66144902] [ 0.7227618 0.54882674 0.51275415 0.41772161 0.3561109 ] [ 0.52923553 0.53617627 0.44703515 0.47076087 0.47555689] [ 0.58973536 0.43612179 0.52170828 0.3137573 0.4545578 ] [ 0.74371286 0.53349102 0.5187507 0.3901565 0.35458384] [ 0.41205829 0.49897158 0.38279061 0.44582238 0.50460476] [ 0.58754972 0.42457092 0.47221544 0.36862546 0.45031155] [ 0.6585094 0.4969725 0.54540467 0.62769619 0.45873492] [ 0.13972697 0.59300622 0.42304004 0.91460289 0.5615346 ] [ 0.44692233 0.57770357 0.43839799 0.68921643 0.55350585] [ 0.52920922 0.50602896 0.55933253 0.57307195 0.49431139] [ 0.39316384 0.49782693 0.50033724 0.62826856 0.59137836] [ 0.28394417 0.51576941 0.38160199 0.83613995 0.49606281] [ 0.49333491 0.42830571 0.46447495 0.59522769 0.35299847] [ 0.68230466 0.47672265 0.52353316 0.47786868 0.47215725] [ 0.18420771 0.61704249 0.46230003 0.79999917 0.46421762] [ 0.56970651 0.61247847 0.34291888 0.46465779 0.46944496] [ 0.14350466 0.50677869 0.44361549 0.89469924 0.6483214 ] [ 0.3769166 0.54726282 0.51596309 0.6401658 0.46581912] [ 0.28265214 0.51535312 0.4599489 0.81829586 0.53702599] [ 0.37108183 0.59745506 0.39258182 0.78037383 0.47801133] [ 0.67811851 0.4502803 0.52246108 0.24971305 0.39617517] [ 0.71116636 0.3310126 0.70373691 0.3375769 0.43816151] [ 0.85804843 0.44987583 0.41007742 0.16067781 0.35970295] [ 0.39301685 0.41940658 0.4463711 0.7979137 0.44066923] [ 0.57818692 0.53856463 0.58692993 0.68721009 0.49243994] [ 0.78379678 0.42806908 0.47756083 0.26252032 0.27558435] [ 0.65888871 0.41820993 0.51004635 0.40383031 0.58394138] [ 0.54879895 0.31417552 0.61835229 0.52115136 0.49542174] [ 0.61518952 0.38907302 0.51181154 0.27148061 0.40622712] [ 0.41404116 0.69724511 0.30940936 0.77460277 0.41218448] [ 0.3487577 0.49586029 0.51138539 0.73961282 0.40120429] [ 0.86437051 0.44119112 0.50705224 0.1353676 0.29860559] [ 0.31040789 0.59012748 0.33785212 0.82053365 0.34018717] [ 0.77358393 0.49646485 0.59130799 0.26098259 0.36642708] [ 0.59496717 0.4542867 0.40149694 0.41560106 0.44788284] [ 0.3648961 0.68402177 0.40035815 0.77559089 0.5139509 ] [ 0.21832866 0.66076289 0.44012217 0.76415821 0.4277687 ] [ 0.48720937 0.60667511 0.41917727 0.6963923 0.46278403] [ 0.36640485 0.5407025 0.56686583 0.76737884 0.54805172] [ 0.42037853 0.62300032 0.43580098 0.59653565 0.39315544] [ 0.3367242 0.50536071 0.44386506 0.66290784 0.54818341] [ 0.35898421 0.5431434 0.53643723 0.66816839 0.4615676 ] [ 0.52489389 0.48550012 0.44732544 0.55876423 0.38477152] [ 0.50117033 0.52145832 0.45571949 0.55923328 0.46736884] [ 0.1459082 0.54917976 0.34956827 0.90481903 0.64448172] [ 0.33545795 0.64653006 0.42499935 0.64396154 0.5956564 ] [ 0.77131802 0.55190627 0.4826932 0.57711583 0.38241136] [ 0.82105572 0.35563934 0.49846222 0.22144765 0.31151597] [ 0.78339504 0.4906556 0.47146876 0.30604276 0.26805243] [ 0.61624565 0.63077031 0.46607129 0.49697687 0.38192408] [ 0.70277924 0.57694628 0.46268787 0.55433536 0.34749298] [ 0.65935584 0.35393797 0.57589129 0.59518183 0.42017387] [ 0.57438624 0.37196641 0.52408683 0.3315616 0.41396482] [ 0.33649328 0.47750008 0.45153206 0.71308634 0.41689663] [ 0.42791436 0.62889465 0.38010771 0.83856098 0.58769416] [ 0.75302148 0.42812371 0.42830089 0.36141827 0.44928633] [ 0.24684255 0.56355006 0.53024238 0.85970043 0.53581071] [ 0.18154409 0.59991714 0.41096191 0.85974979 0.47353667] [ 0.66127915 0.40186814 0.59655648 0.28690904 0.54698564] [ 0.35724009 0.60986505 0.45029407 0.73627729 0.45467055] [ 0.50570768 0.52649322 0.48456755 0.67574934 0.41395358] [ 0.53871429 0.56760611 0.41560806 0.48951842 0.44969415] [ 0.30606959 0.47922264 0.54014812 0.59492168 0.50196841] [ 0.52843319 0.48104047 0.53099153 0.64605116 0.40730066] [ 0.18825088 0.63663023 0.52360044 0.87853827 0.54624182] [ 0.80494332 0.46409967 0.50085499 0.34537997 0.27555031] [ 0.83527936 0.46846682 0.49440568 0.25798022 0.41781685] [ 0.18267558 0.58047499 0.50113975 0.80797997 0.47532981] [ 0.20978305 0.68539108 0.43331362 0.750016 0.50215517] [ 0.46276701 0.33901574 0.55664178 0.65238146 0.39109194] [ 0.50057284 0.54738148 0.40074429 0.62513417 0.49236554] [ 0.24650415 0.59833264 0.47887624 0.79097377 0.50649005] [ 0.35619829 0.52627012 0.57036173 0.76856809 0.40198837] [ 0.49128157 0.46203261 0.54380348 0.60540657 0.43800916] [ 0.50848219 0.53063587 0.52573512 0.80677181 0.45758446] [ 0.84366777 0.46182999 0.52386497 0.25319797 0.3760402 ] [ 0.41895031 0.65400787 0.32369734 0.74920195 0.40185667] [ 0.84526781 0.55978107 0.47341218 0.25461015 0.3421219 ] [ 0.51512017 0.62663495 0.54741512 0.55761437 0.44280994] [ 0.70947662 0.46507873 0.53304501 0.20715534 0.44710695] [ 0.41008628 0.54939306 0.36711473 0.52514562 0.49794512] [ 0.33649328 0.47750008 0.45153206 0.71308634 0.41689663] [ 0.71042487 0.44831744 0.51305199 0.31693887 0.33263778] [ 0.78955107 0.42214904 0.61934704 0.15289227 0.45085975] [ 0.78745543 0.44637155 0.56337191 0.31498319 0.40353763] [ 0.18025471 0.63816723 0.40990536 0.89308856 0.5187367 ] [ 0.46600954 0.5263747 0.45380953 0.63422092 0.65928345] [ 0.32912029 0.54825403 0.51432085 0.72839491 0.4863598 ] [ 0.4969708 0.57204058 0.39253718 0.49227401 0.46981864] [ 0.54661051 0.40844774 0.66131799 0.54007883 0.44907162] [ 0.73317248 0.48438178 0.66823825 0.36628216 0.44768582] [ 0.26451921 0.73431332 0.32276854 0.71600579 0.48570496] [ 0.82911394 0.35355104 0.57270933 0.26047442 0.47379847] [ 0.57924424 0.56808727 0.44900367 0.67043688 0.55610189] [ 0.6486371 0.64982866 0.58449499 0.43326252 0.49247324] [ 0.52070819 0.58616237 0.42177302 0.63293041 0.37850649] [ 0.69484621 0.49292711 0.60908038 0.39929079 0.46938189] [ 0.79744008 0.44102321 0.51928858 0.31189043 0.42557829] [ 0.54367637 0.40409608 0.37829174 0.75622467 0.36974288] [ 0.7768618 0.37656524 0.69516897 0.25658041 0.42210178] [ 0.59609219 0.44837496 0.54436475 0.40038993 0.36266637] [ 0.37848316 0.50585231 0.42498556 0.4513896 0.58831002] [ 0.22814059 0.47310907 0.3589019 0.90008242 0.48458557] Progress: 38.8% ... Training loss: 0.536 ... Validation loss: 0.892[ 0.21403828 0.68417681 0.4149065 0.5722732 0.58068371] [ 0.68734603 0.50873371 0.60344671 0.56060298 0.40679043] [ 0.35921899 0.61644112 0.49201573 0.78826512 0.43649074] [ 0.55215684 0.52583208 0.58753932 0.71694226 0.40385858] [ 0.59235282 0.6203567 0.43504117 0.53958221 0.39214353] [ 0.55034513 0.52775223 0.35642035 0.39054879 0.37533923] [ 0.63694959 0.41153263 0.55937056 0.72406661 0.41797947] [ 0.65556549 0.37990978 0.48713318 0.41389123 0.50257613] [ 0.61479501 0.51436809 0.44936839 0.71497115 0.34417531] [ 0.82244273 0.51072363 0.58519278 0.30636994 0.42822688] [ 0.48917107 0.45428325 0.43777703 0.41702547 0.48447071] [ 0.71992097 0.49234856 0.42487691 0.31594597 0.40369242] [ 0.51854492 0.60909159 0.45214095 0.62302067 0.37125997] [ 0.41923202 0.48972125 0.47574503 0.45339578 0.68970083] [ 0.39148576 0.59817514 0.53610105 0.52603797 0.52614068] [ 0.62318977 0.34903791 0.61526159 0.52299951 0.49004392] [ 0.33338831 0.5473792 0.52761224 0.6592546 0.50160404] [ 0.59334628 0.45949762 0.50002196 0.63106224 0.34656415] [ 0.34634066 0.62464182 0.33136806 0.64988433 0.47761375] [ 0.4718385 0.48989566 0.4787702 0.73188484 0.33061548] [ 0.25689266 0.69684422 0.44270069 0.73256693 0.49958019] [ 0.51940989 0.42630353 0.43815038 0.71035782 0.41556592] [ 0.31972042 0.56151832 0.55104437 0.72757504 0.62569315] [ 0.20677103 0.55452846 0.53063557 0.86979312 0.69867649] [ 0.34419633 0.51432285 0.53977986 0.74009827 0.4630292 ] [ 0.79850199 0.45282582 0.54470754 0.40065977 0.37038148] [ 0.1478845 0.6227239 0.41319632 0.84673741 0.57038472] [ 0.21324724 0.59297509 0.43045541 0.78167192 0.43208718] [ 0.29018313 0.54923794 0.41521899 0.63510983 0.48267973] [ 0.65609155 0.52443718 0.4639627 0.46080552 0.42908473] [ 0.41825152 0.47862102 0.39623657 0.38496878 0.52551458] [ 0.18297717 0.58048336 0.50113337 0.80781719 0.47534649] [ 0.53168634 0.50358553 0.52532129 0.74628747 0.531153 ] [ 0.28113746 0.55857922 0.52162665 0.81258461 0.47982957] [ 0.44238489 0.6155228 0.32066415 0.67876396 0.42691651] [ 0.2310171 0.70641393 0.35185434 0.78033537 0.54304432] [ 0.72791162 0.45823094 0.505439 0.27317439 0.36382374] [ 0.67466366 0.59926811 0.43551174 0.45785084 0.39043374] [ 0.28079687 0.54482427 0.45440737 0.72514124 0.41308537] [ 0.55794413 0.5340098 0.44099632 0.64227835 0.39623143] [ 0.21102046 0.68472418 0.42806468 0.74168697 0.5044994 ] [ 0.54758928 0.6160324 0.39457624 0.5162995 0.45761947] [ 0.77944166 0.42492025 0.51574149 0.31681053 0.41446784] [ 0.50140579 0.63889343 0.32507786 0.48669385 0.37507261] [ 0.3849278 0.46311802 0.44440276 0.65794648 0.42272001] [ 0.76288714 0.47200756 0.55155893 0.32764766 0.40653347] [ 0.68007094 0.58239973 0.41148533 0.42806992 0.32707676] [ 0.5006189 0.41951704 0.41646862 0.59478215 0.51302466] [ 0.55006689 0.40779824 0.63189125 0.60431677 0.40774695] [ 0.14583761 0.65401072 0.42411477 0.92894831 0.59432458] [ 0.8687945 0.50508711 0.53184047 0.34435387 0.36949212] [ 0.47562362 0.36992241 0.48601576 0.73610496 0.4046351 ] [ 0.52473235 0.463359 0.53407032 0.50725643 0.55107639] [ 0.25099244 0.55166396 0.42636633 0.83468261 0.55975602] [ 0.55432202 0.4836741 0.3868828 0.85406706 0.45915291] [ 0.86195378 0.46404341 0.51011105 0.23791556 0.36337086] [ 0.53585883 0.53766606 0.4653478 0.47817644 0.50018124] [ 0.61157436 0.51290036 0.55018456 0.39162554 0.56391713] [ 0.609639 0.42188286 0.4373164 0.40550351 0.38119461] [ 0.49786043 0.59878018 0.53935138 0.61764877 0.45916981] [ 0.76612554 0.37889134 0.6191098 0.25214152 0.37329246] [ 0.68803997 0.50322045 0.55528778 0.46270585 0.45873414] [ 0.66563297 0.57394109 0.46972927 0.5356623 0.33616281] [ 0.3604543 0.70996244 0.3982918 0.75835114 0.48727318] [ 0.56159427 0.48370579 0.47208419 0.6843135 0.31765393] [ 0.50965288 0.57336456 0.56998471 0.58367158 0.61627356] [ 0.61014064 0.41911371 0.43143343 0.70182279 0.37234592] [ 0.45687544 0.64342716 0.30871763 0.44990959 0.48520958] [ 0.67168183 0.37602402 0.67376213 0.58967538 0.4210578 ] [ 0.66584052 0.32513053 0.65399441 0.40748234 0.41521967] [ 0.60729168 0.51627402 0.49631509 0.45585408 0.60594274] [ 0.82555987 0.41804618 0.53523749 0.33023638 0.48665235] [ 0.40300036 0.5435099 0.47116775 0.62364587 0.60832118] [ 0.40874141 0.60523709 0.47747598 0.66389306 0.50207434] [ 0.62697178 0.57082088 0.51198944 0.62607221 0.4581464 ] [ 0.46803257 0.67534126 0.43726467 0.66977894 0.55444901] [ 0.36650774 0.48751461 0.49972805 0.60388017 0.46537543] [ 0.36947008 0.58296718 0.40633506 0.64089128 0.45294578] [ 0.36259443 0.47045655 0.3996621 0.45279696 0.52153025] [ 0.65715907 0.49441812 0.59490329 0.62362416 0.36674037] [ 0.42520263 0.54592153 0.56503411 0.67690834 0.37968282] [ 0.57323973 0.58459227 0.43909483 0.68062129 0.43205368] [ 0.23568997 0.61565647 0.37925271 0.8485755 0.38236125] [ 0.34798731 0.61121327 0.50754825 0.81094267 0.62744669] [ 0.11137612 0.53225925 0.38976202 0.91136668 0.62166121] [ 0.56211061 0.49003834 0.3693 0.58612297 0.40096772] [ 0.1678196 0.63533245 0.47261434 0.7676812 0.55522939] [ 0.8150033 0.50256792 0.64789354 0.13794355 0.4596388 ] [ 0.31151279 0.4631344 0.39606156 0.66070155 0.51269666] [ 0.65988185 0.54505599 0.37711741 0.44831802 0.37524236] [ 0.17627742 0.50850256 0.60255572 0.86745959 0.71104046] [ 0.81736065 0.40196269 0.58436043 0.21623981 0.43093554] [ 0.59747487 0.41426122 0.65069735 0.59076842 0.4966056 ] [ 0.65051258 0.42090217 0.48120546 0.75948658 0.44504749] [ 0.23118527 0.60345416 0.45242429 0.7085609 0.49559109] [ 0.80077294 0.48887029 0.56724724 0.13126403 0.49093459] [ 0.67011842 0.35457899 0.58565807 0.41963518 0.42618622] [ 0.77853981 0.37119104 0.66388585 0.25814521 0.41232749] [ 0.26453636 0.58146022 0.50044217 0.82760955 0.55054029] [ 0.28094917 0.65074562 0.3583003 0.68579507 0.43998217] [ 0.76820197 0.36409174 0.45896688 0.17091109 0.41309821] [ 0.4004764 0.52861781 0.41436987 0.72975843 0.39184927] [ 0.557269 0.4451579 0.45066059 0.62313319 0.29201898] [ 0.6271005 0.45465642 0.60002189 0.40663062 0.59348794] [ 0.29535986 0.72196356 0.41541598 0.82420315 0.38881006] [ 0.62500865 0.43400199 0.37488131 0.4766035 0.63084195] [ 0.55715614 0.60090103 0.62706533 0.430833 0.54900618] [ 0.72342954 0.41803931 0.55677966 0.38708453 0.4276291 ] [ 0.35160961 0.46960681 0.487925 0.58021071 0.46811512] [ 0.49761577 0.47594498 0.69130743 0.70894596 0.43747917] [ 0.63775553 0.46660064 0.56519864 0.34854674 0.41799795] [ 0.66675105 0.60651742 0.52326961 0.54447348 0.47651403] [ 0.75234505 0.46542241 0.43200971 0.44033917 0.44309202] [ 0.66001268 0.5705275 0.27193021 0.43947325 0.38194165] [ 0.68966182 0.49619874 0.42109236 0.73409188 0.30661605] [ 0.87804271 0.44844135 0.52048941 0.17363495 0.40082101] [ 0.79352662 0.45554875 0.47110818 0.45759857 0.4041409 ] [ 0.25054119 0.59417935 0.58798382 0.71731948 0.60742784] [ 0.5006164 0.51108714 0.34271949 0.74231736 0.52818816] [ 0.25425317 0.66504901 0.41416494 0.66523974 0.58400201] [ 0.59298985 0.3854668 0.62147797 0.29286695 0.60186693] [ 0.37196416 0.49931368 0.46511874 0.82827725 0.3989238 ] [ 0.73256563 0.35505544 0.63737959 0.54006894 0.39632272] [ 0.60682367 0.65419003 0.43093615 0.56307814 0.46428615] [ 0.57254302 0.58123987 0.46245969 0.54321686 0.55488285] [ 0.71481489 0.36940257 0.56942897 0.31770615 0.3408859 ] [ 0.66974894 0.41856039 0.55653496 0.51157441 0.48834207] [ 0.70371737 0.48820843 0.43340862 0.46792712 0.3468534 ] Progress: 38.8% ... Training loss: 0.536 ... Validation loss: 0.894[ 0.62717926 0.49020328 0.51750173 0.50093395 0.45961645] [ 0.36302388 0.48473599 0.69237137 0.70437459 0.54698943] [ 0.46613337 0.62201484 0.30979567 0.69913867 0.49952707] [ 0.23424771 0.57485746 0.45260194 0.87645571 0.66461834] [ 0.47726224 0.47993851 0.36565288 0.5669161 0.43518366] [ 0.25758117 0.64282597 0.3954544 0.82935137 0.45289971] [ 0.36259549 0.56008856 0.46579452 0.69782143 0.60969994] [ 0.82864292 0.42580363 0.54715337 0.20933754 0.50606709] [ 0.25404366 0.67493156 0.39696546 0.54690032 0.66031973] [ 0.66284595 0.39207881 0.59067861 0.54039998 0.43162579] [ 0.38504747 0.66446325 0.3208284 0.70714153 0.40541415] [ 0.77220356 0.44352109 0.53920013 0.41341484 0.43733553] [ 0.74607903 0.44701808 0.52698648 0.35245939 0.46639095] [ 0.52893207 0.42081889 0.44991446 0.6871332 0.3347654 ] [ 0.60281815 0.50006069 0.52328404 0.55488157 0.35525549] [ 0.54850989 0.48750304 0.43447147 0.52844101 0.41901471] [ 0.79787088 0.37130013 0.55051445 0.42545793 0.41216191] [ 0.57066773 0.52344502 0.37593253 0.41462659 0.33620012] [ 0.35667572 0.61309245 0.46964797 0.80539095 0.37095063] [ 0.51074196 0.53973074 0.45638141 0.60501442 0.43291471] [ 0.27327011 0.49717203 0.43416008 0.5648807 0.76584993] [ 0.47943817 0.49147785 0.64895815 0.67480105 0.49554002] [ 0.20467752 0.63418305 0.40039076 0.843618 0.46296176] [ 0.81813583 0.34548938 0.58130872 0.30891695 0.3912295 ] [ 0.62430178 0.43597156 0.59048401 0.51118242 0.41306484] [ 0.39537942 0.61088614 0.42772141 0.79701624 0.43534834] [ 0.26961798 0.54618021 0.5639409 0.80242358 0.51631363] [ 0.38504747 0.66446325 0.3208284 0.70714153 0.40541415] [ 0.2139385 0.71537905 0.48385372 0.8602699 0.68016822] [ 0.65725139 0.50696771 0.51901645 0.46858737 0.41653658] [ 0.53807835 0.54949265 0.58679234 0.4757893 0.33845987] [ 0.44216221 0.5805515 0.49004806 0.80225675 0.54591729] [ 0.77806197 0.58787242 0.43974187 0.28898016 0.46130241] [ 0.68615301 0.52746729 0.49666118 0.42122129 0.39972241] [ 0.58803059 0.43908234 0.54158554 0.69019524 0.46274507] [ 0.6340181 0.55895751 0.35796115 0.60027502 0.38014733] [ 0.85708396 0.44138811 0.55426422 0.17484732 0.3965523 ] [ 0.29085579 0.59554871 0.44258603 0.84530287 0.5446464 ] [ 0.62462104 0.56891638 0.41301443 0.66013305 0.32002204] [ 0.87096597 0.2694119 0.60964097 0.16659373 0.40294582] [ 0.25064789 0.59435923 0.5879022 0.71719325 0.60749904] [ 0.79946126 0.49676744 0.52476441 0.35580495 0.37176541] [ 0.76205191 0.3595621 0.44478028 0.1432838 0.3895318 ] [ 0.40890792 0.63332708 0.42449125 0.5300196 0.36050284] [ 0.24801121 0.65384341 0.42978859 0.82707982 0.55489727] [ 0.56211853 0.48890536 0.62757365 0.46700079 0.49070005] [ 0.66983318 0.44644672 0.50210109 0.5406369 0.42331725] [ 0.79973563 0.46615471 0.42081885 0.32992421 0.45030536] [ 0.41903864 0.63091366 0.46491562 0.67433159 0.5284493 ] [ 0.61348235 0.37225218 0.57217125 0.72854573 0.41572764] [ 0.29142714 0.6973833 0.41391622 0.81671573 0.4625611 ] [ 0.82596885 0.33778204 0.44488248 0.20493973 0.31786019] [ 0.77420781 0.41931521 0.50421816 0.30699605 0.32611224] [ 0.42114708 0.6928461 0.36273668 0.53588939 0.56332313] [ 0.6087019 0.40593352 0.55263388 0.33538704 0.53215336] [ 0.36578814 0.60209854 0.4423826 0.56349605 0.45848393] [ 0.64051911 0.44651253 0.52129519 0.44016406 0.38953754] [ 0.78323098 0.46407951 0.47545909 0.30037165 0.40218996] [ 0.51954341 0.39506868 0.47937278 0.45450055 0.3383474 ] [ 0.23162483 0.66801592 0.48761853 0.65608954 0.49235358] [ 0.37652677 0.48274808 0.44108383 0.55009398 0.48239116] [ 0.65252921 0.59214059 0.44240757 0.56594834 0.3463553 ] [ 0.647391 0.35565171 0.57595816 0.62084927 0.39584977] [ 0.70089428 0.43871774 0.45930758 0.36612499 0.46100165] [ 0.33031522 0.48468376 0.52941427 0.52800321 0.5543224 ] [ 0.40155639 0.47367356 0.62399784 0.75403848 0.3867872 ] [ 0.65398867 0.38346611 0.66223304 0.66254271 0.42031445] [ 0.6720903 0.51317269 0.53025275 0.54614148 0.38343545] [ 0.76736906 0.42395916 0.36311205 0.33983906 0.43259921] [ 0.53539386 0.58613171 0.62138419 0.525594 0.58954941] [ 0.66692441 0.57338862 0.46995909 0.53477933 0.33599454] [ 0.27100922 0.59284276 0.45496493 0.82937132 0.49802528] [ 0.415935 0.58987016 0.42838593 0.54400412 0.52508712] [ 0.73839813 0.35648787 0.57656733 0.24941467 0.4667935 ] [ 0.50011611 0.42879535 0.32748036 0.64186166 0.51706906] [ 0.4490014 0.48731267 0.53807481 0.72384629 0.34284329] [ 0.26032851 0.63202163 0.50598276 0.81112913 0.47108991] [ 0.9023786 0.40909592 0.48397926 0.23321925 0.32489775] [ 0.74536127 0.38181798 0.43598355 0.63479659 0.3942276 ] [ 0.79052481 0.47344059 0.48536199 0.30717113 0.286128 ] [ 0.67151279 0.4470714 0.55638834 0.21044905 0.54372694] [ 0.6322807 0.49412957 0.58421134 0.45567295 0.51054748] [ 0.39163978 0.6766287 0.31609883 0.61014014 0.46713084] [ 0.44897843 0.46857726 0.46578226 0.60842812 0.42022274] [ 0.43246508 0.61807209 0.55838902 0.53295118 0.52405533] [ 0.76422526 0.39993514 0.47011468 0.2476018 0.35383509] [ 0.67580818 0.46478038 0.34024497 0.27681929 0.30155607] [ 0.35273476 0.58394076 0.4961523 0.7328353 0.55527071] [ 0.6027114 0.45642052 0.60616174 0.32510888 0.52570444] [ 0.51482176 0.46302919 0.51833593 0.52402578 0.44461611] [ 0.42256192 0.50953036 0.40868448 0.61289044 0.45270491] [ 0.22616308 0.50080086 0.33751698 0.89616859 0.45601651] [ 0.59742501 0.46779242 0.55420238 0.71697333 0.36009216] [ 0.36872216 0.53736228 0.42334237 0.65094164 0.58010049] [ 0.70540862 0.53674602 0.62567146 0.50151075 0.37265613] [ 0.69486563 0.43683873 0.31883403 0.44014839 0.39911122] [ 0.30670372 0.72095878 0.32705612 0.82930475 0.51009088] [ 0.64453833 0.62722345 0.29712752 0.47396534 0.32557303] [ 0.7604892 0.41207712 0.44909394 0.3212996 0.43076956] [ 0.56979395 0.37275682 0.61383566 0.70393703 0.47293825] [ 0.42095714 0.55435784 0.42474319 0.64124875 0.30034317] [ 0.71780979 0.48289169 0.56488693 0.33896441 0.39521732] [ 0.40984038 0.52648028 0.57426069 0.64287538 0.56366309] [ 0.72650878 0.33985748 0.50530556 0.35640848 0.39637216] [ 0.57839407 0.60138027 0.5441056 0.64471865 0.46323967] [ 0.48739559 0.52965712 0.47337801 0.55887596 0.36528946] [ 0.70356072 0.41602126 0.35930901 0.43764915 0.39508539] [ 0.83655728 0.35190134 0.53583186 0.20144281 0.42783557] [ 0.68813193 0.47256473 0.43414662 0.31897641 0.3058798 ] [ 0.31965749 0.58048867 0.46238067 0.8294797 0.46238446] [ 0.59069482 0.51958886 0.57461627 0.43027601 0.36101827] [ 0.40939511 0.4831613 0.50500438 0.35787776 0.50270171] [ 0.31868143 0.66236027 0.50160347 0.76182871 0.49975385] [ 0.79033985 0.45336623 0.51800288 0.28993785 0.39613998] [ 0.53466191 0.4551284 0.49067053 0.65243386 0.46586 ] [ 0.4579258 0.43894823 0.61727836 0.44632307 0.48063927] [ 0.24555014 0.48807886 0.51415359 0.71262864 0.51584259] [ 0.58981812 0.32647199 0.42142722 0.60010589 0.34983231] [ 0.68265176 0.45105893 0.5947498 0.2603112 0.46469004] [ 0.1961161 0.66497775 0.44874691 0.81481731 0.52450911] [ 0.74995325 0.43903867 0.56184842 0.26583171 0.50077263] [ 0.31317205 0.62510257 0.40938174 0.7310432 0.52733757] [ 0.40747572 0.56771555 0.42637024 0.49810409 0.39587143] [ 0.6390169 0.50388418 0.54560718 0.51745557 0.37699684] [ 0.70085765 0.66779008 0.56225992 0.47499415 0.44535244] [ 0.53899048 0.40652705 0.41213769 0.42591416 0.41137214] [ 0.66637571 0.51114767 0.45649012 0.30982801 0.40568338] [ 0.15595051 0.52945631 0.40845161 0.90400575 0.44977297] Progress: 38.9% ... Training loss: 0.535 ... Validation loss: 0.895[ 0.60744321 0.38072737 0.56762034 0.26097846 0.48742256] [ 0.68574079 0.44318685 0.43000213 0.33744874 0.50635585] [ 0.38040793 0.52267862 0.49524199 0.51214372 0.48635789] [ 0.70422007 0.48263757 0.54987512 0.33532224 0.41586631] [ 0.83843385 0.3830337 0.33155569 0.14540345 0.24305088] [ 0.8532024 0.31207955 0.58882886 0.30871071 0.33508371] [ 0.479771 0.65553565 0.35286106 0.50903309 0.39126904] [ 0.5487261 0.57151393 0.38951104 0.67286471 0.39178505] [ 0.71775924 0.4267257 0.45721108 0.35583476 0.39215949] [ 0.23557261 0.55711702 0.53731697 0.73566946 0.57243939] [ 0.41358366 0.53030943 0.55601533 0.76617559 0.44506178] [ 0.65993127 0.50658606 0.54111721 0.41329834 0.36912239] [ 0.25764668 0.6209416 0.60965445 0.812985 0.69736426] [ 0.74479691 0.4160762 0.46381675 0.27465666 0.32603759] [ 0.8611331 0.3386567 0.55207616 0.15444513 0.40453823] [ 0.8471705 0.37403652 0.52133716 0.17300747 0.23915393] [ 0.57399263 0.4743959 0.59575623 0.49578221 0.57036985] [ 0.23821891 0.62792462 0.3849252 0.83644972 0.40651861] [ 0.22298804 0.58005671 0.47785192 0.75870383 0.61847018] [ 0.41866936 0.49888057 0.39560533 0.66694264 0.3789239 ] [ 0.56633993 0.63591375 0.33386478 0.54374932 0.37987044] [ 0.82295924 0.47790823 0.4748394 0.4108096 0.3898215 ] [ 0.73092708 0.44317474 0.58915849 0.42977792 0.45857191] [ 0.12611021 0.6290035 0.44479557 0.88389799 0.48561388] [ 0.32663796 0.50847208 0.45051234 0.69010771 0.39043975] [ 0.42464074 0.6719433 0.41475335 0.54600034 0.4515957 ] [ 0.70421228 0.4744182 0.60661073 0.22619715 0.51227823] [ 0.70936573 0.38962987 0.55548332 0.1946665 0.48414774] [ 0.81549595 0.43662041 0.47545578 0.41127266 0.43873727] [ 0.72382056 0.55607654 0.38034231 0.49022554 0.30342218] [ 0.3016559 0.53410951 0.42091763 0.72209885 0.57574635] [ 0.64964413 0.59294995 0.5927618 0.44713803 0.53184466] [ 0.50321708 0.68691879 0.49020876 0.58968628 0.55351176] [ 0.47882341 0.51436936 0.51142284 0.70606825 0.43881508] [ 0.5663942 0.43410661 0.62579529 0.61658678 0.4115786 ] [ 0.70314696 0.47515926 0.50337348 0.35152701 0.42518241] [ 0.79228359 0.34715032 0.44774182 0.3362754 0.43431811] [ 0.19386278 0.62715361 0.47746794 0.83818111 0.60435582] [ 0.31401135 0.46971412 0.55358415 0.78237511 0.55168229] [ 0.46269947 0.36895208 0.58913721 0.37558334 0.56947808] [ 0.52429678 0.53493048 0.29405638 0.46720451 0.42175636] [ 0.46299878 0.51892376 0.44035943 0.59888544 0.40981658] [ 0.72806838 0.66481608 0.45355493 0.45293801 0.37914224] [ 0.55468178 0.5257302 0.37195397 0.46993829 0.34753549] [ 0.72327834 0.43784543 0.45829906 0.25098813 0.34801923] [ 0.59155645 0.38388745 0.55986022 0.58651893 0.36374582] [ 0.85850646 0.5235952 0.56775221 0.31879916 0.38779446] [ 0.63721658 0.34864635 0.530751 0.41632323 0.55311215] [ 0.15827913 0.7184368 0.38791947 0.78164091 0.54283052] [ 0.23214054 0.66841957 0.33829255 0.69422193 0.4722819 ] [ 0.77757773 0.56226765 0.43439616 0.40436876 0.42354387] [ 0.30432307 0.59297595 0.36692069 0.75741317 0.38581614] [ 0.60219614 0.40842158 0.55500529 0.58483779 0.40844539] [ 0.75532605 0.46439302 0.5340264 0.49710426 0.35231564] [ 0.78163307 0.41217157 0.56628526 0.25740638 0.44476929] [ 0.2805538 0.54773693 0.43385471 0.69746119 0.6653291 ] [ 0.78441987 0.48182959 0.44915254 0.30305301 0.3293691 ] [ 0.91370731 0.46819601 0.50119767 0.21112841 0.31227953] [ 0.39850869 0.55639823 0.41918536 0.67911726 0.36547835] [ 0.83666687 0.49621177 0.25684828 0.39077143 0.3017035 ] [ 0.73782651 0.57330385 0.39317023 0.47475815 0.34668387] [ 0.30127431 0.68333007 0.29764638 0.77776421 0.5798955 ] [ 0.18036338 0.49052235 0.48512626 0.90658589 0.71273754] [ 0.7527098 0.41711716 0.56244357 0.32859946 0.36972175] [ 0.18223333 0.72047882 0.42944892 0.76017838 0.42886801] [ 0.44102127 0.54190204 0.54249709 0.73718934 0.49989419] [ 0.44551836 0.49419913 0.3726866 0.73512237 0.60271495] [ 0.43596407 0.48884287 0.70011969 0.69976797 0.54012914] [ 0.27220101 0.53143957 0.55763083 0.81451883 0.50123722] [ 0.46942643 0.62069739 0.48973903 0.51318326 0.49113526] [ 0.73161524 0.38925742 0.65839516 0.6446827 0.28985892] [ 0.52891509 0.43034408 0.48263682 0.71761892 0.43116631] [ 0.72413513 0.61655104 0.50173684 0.52451769 0.40742779] [ 0.61682838 0.51365872 0.44965089 0.71393993 0.34395751] [ 0.67597215 0.50809103 0.39164448 0.38280392 0.36949656] [ 0.21777202 0.55802073 0.50920712 0.75621477 0.63575077] [ 0.76107614 0.4083308 0.55970695 0.30341534 0.47891967] [ 0.64682655 0.44261059 0.35006542 0.57977541 0.3427511 ] [ 0.5075043 0.4806614 0.49851504 0.56251109 0.48751281] [ 0.32387156 0.68328627 0.3433337 0.71719815 0.51220367] [ 0.50297267 0.50012451 0.43917866 0.63933145 0.27339937] [ 0.43538065 0.3781414 0.64922998 0.67777438 0.46885089] [ 0.77623505 0.48824273 0.54699309 0.35760165 0.4251746 ] [ 0.26364945 0.55412268 0.45326799 0.81534753 0.43462103] [ 0.29519312 0.55129508 0.59412115 0.67853949 0.50636345] [ 0.38589802 0.51775971 0.43574194 0.60397681 0.47518619] [ 0.63449138 0.43297859 0.5559312 0.42791267 0.36299665] [ 0.36095069 0.59410828 0.37892004 0.78672315 0.52536552] [ 0.53353987 0.3884912 0.56403992 0.35015586 0.47052885] [ 0.16034072 0.66677489 0.4249466 0.75267866 0.6040084 ] [ 0.50762061 0.62397341 0.47305687 0.5587908 0.50662738] [ 0.39435882 0.58738807 0.48040707 0.74533232 0.37154611] [ 0.66404714 0.55577283 0.36904655 0.5362777 0.46457113] [ 0.44299344 0.58104954 0.51011287 0.64463812 0.44193375] [ 0.25601318 0.58500409 0.32444781 0.72191362 0.43871336] [ 0.75073836 0.36977612 0.60000686 0.37948307 0.4294778 ] [ 0.76195868 0.35962589 0.44476006 0.14334259 0.38954993] [ 0.66413406 0.42705113 0.59543517 0.62759044 0.39904284] [ 0.49265746 0.44291413 0.45577933 0.6305267 0.29245418] [ 0.44827218 0.4922335 0.52013994 0.68624647 0.45766228] [ 0.65507354 0.62620691 0.48780797 0.53259358 0.34461085] [ 0.61102134 0.6407427 0.51220585 0.60962621 0.46523581] [ 0.71950717 0.35303509 0.6640861 0.46199533 0.45520436] [ 0.41866936 0.49888057 0.39560533 0.66694264 0.3789239 ] [ 0.21566511 0.57283659 0.51614323 0.76691734 0.49868418] [ 0.59938881 0.39125075 0.45592641 0.55977504 0.45337794] [ 0.55263529 0.42487971 0.45620243 0.35717769 0.45897127] [ 0.25109373 0.59411756 0.58799835 0.71683875 0.60743075] [ 0.33856069 0.64270884 0.37557327 0.57375399 0.52590475] [ 0.49978408 0.44533417 0.53078074 0.52877006 0.44591856] [ 0.44340612 0.63016239 0.51185297 0.68266229 0.44437423] [ 0.71540626 0.30308276 0.58020457 0.24001449 0.4345563 ] [ 0.74172346 0.34354959 0.56835775 0.26535022 0.4494812 ] [ 0.34577057 0.56892601 0.52004046 0.72759285 0.40613521] [ 0.81916507 0.42839222 0.35748282 0.31650309 0.36208109] [ 0.40225511 0.58700371 0.34658861 0.57000925 0.57017214] [ 0.80425649 0.3466189 0.5658115 0.28403116 0.32366141] [ 0.85696896 0.44148584 0.55422948 0.1749477 0.39657813] [ 0.72132799 0.40198018 0.50229729 0.3811989 0.3738272 ] [ 0.83880733 0.37245061 0.52320717 0.33466626 0.3927804 ] [ 0.82460107 0.40705587 0.58194682 0.17661112 0.45118385] [ 0.18662898 0.58605659 0.37810841 0.91503393 0.51286868] [ 0.38071344 0.49068404 0.48973532 0.77010174 0.43767723] [ 0.82791602 0.53090237 0.48359425 0.39240078 0.32715707] [ 0.12344187 0.62544405 0.44528997 0.81815817 0.66264503] [ 0.52329577 0.51046893 0.47549243 0.69299351 0.37950995] [ 0.29689171 0.72370054 0.322726 0.76694661 0.5821879 ] [ 0.53244672 0.60568342 0.48857698 0.53702955 0.41202426] Progress: 38.9% ... Training loss: 0.535 ... Validation loss: 0.890[ 0.3872178 0.59778875 0.35113936 0.60545672 0.50068526] [ 0.5322723 0.52885492 0.58912911 0.56797432 0.38752087] [ 0.20795675 0.59686948 0.51890054 0.84005819 0.59148769] [ 0.55995665 0.44358977 0.51168535 0.6380015 0.40060761] [ 0.83950143 0.3679871 0.43607073 0.22975813 0.31037029] [ 0.73325356 0.60048797 0.4744485 0.31446914 0.40330343] [ 0.66341212 0.42264243 0.66526457 0.46679637 0.42759097] [ 0.47006991 0.4502549 0.57068613 0.71293206 0.39291171] [ 0.86083053 0.3388935 0.55197204 0.1546377 0.40462437] [ 0.88828305 0.26458049 0.4494287 0.18436197 0.38781019] [ 0.37655731 0.64676658 0.54118166 0.70327536 0.44237954] [ 0.67514697 0.48781388 0.42564056 0.73113447 0.40099166] [ 0.7588705 0.33083987 0.51486385 0.27303048 0.33013414] [ 0.7434589 0.66516414 0.46566686 0.57540862 0.48572822] [ 0.32874166 0.52701617 0.53263094 0.68120313 0.59659344] [ 0.8429273 0.32355263 0.62554296 0.19226506 0.46084424] [ 0.60757964 0.38931636 0.5466466 0.37127497 0.36651654] [ 0.57301528 0.52076961 0.45247054 0.26662454 0.40099755] [ 0.38499805 0.50164374 0.39419362 0.64299622 0.57674472] [ 0.09764089 0.60855116 0.49042602 0.90050069 0.6455491 ] [ 0.64175124 0.45576003 0.58099 0.68258941 0.43457412] [ 0.5810405 0.60690427 0.46794585 0.47643843 0.51228785] [ 0.61989258 0.35621785 0.63619322 0.26781608 0.58749157] [ 0.7129717 0.55038091 0.4046145 0.57437093 0.51332753] [ 0.2750308 0.50880863 0.43533904 0.82838121 0.58222988] [ 0.72367719 0.4806065 0.53713099 0.20943681 0.54974158] [ 0.64559278 0.47653458 0.5496563 0.60707438 0.40433181] [ 0.29633229 0.57967874 0.53976103 0.88406779 0.6134209 ] [ 0.26688992 0.68250356 0.4323098 0.71497816 0.55198733] [ 0.74487538 0.36548739 0.59846205 0.24180595 0.4086727 ] [ 0.76889773 0.48297326 0.51011076 0.24228624 0.39883353] [ 0.19425312 0.54866409 0.50310998 0.82354694 0.6107923 ] [ 0.66809911 0.48095648 0.47809447 0.41133154 0.42071681] [ 0.65058296 0.54231424 0.41256025 0.45251744 0.44127007] [ 0.64664935 0.63044223 0.45151336 0.4978362 0.49592146] [ 0.60487835 0.49769106 0.51798368 0.68865378 0.40898196] [ 0.78853958 0.39513282 0.54339409 0.32368048 0.37818503] [ 0.29529311 0.50300899 0.53761494 0.86537214 0.60123208] [ 0.479993 0.47087664 0.41541355 0.32434025 0.37044572] [ 0.64184532 0.54773391 0.49035532 0.38897068 0.49305851] [ 0.63213906 0.62443273 0.4706638 0.27306223 0.44120179] [ 0.5323613 0.60585673 0.48847831 0.53721219 0.41211515] [ 0.26090922 0.54137406 0.41176224 0.85057966 0.5245868 ] [ 0.65884685 0.48112366 0.47937073 0.37933281 0.44462715] [ 0.36152467 0.47367224 0.62508177 0.66805235 0.40942371] [ 0.16976875 0.64834096 0.32413637 0.84443158 0.59478572] [ 0.4835113 0.35946124 0.52389463 0.76042016 0.36478259] [ 0.70018517 0.44058209 0.37936057 0.39140566 0.40316198] [ 0.19702357 0.70679398 0.31283591 0.8810084 0.48301651] [ 0.67622948 0.5007488 0.47074746 0.49993343 0.3810932 ] [ 0.19440341 0.6460696 0.48911189 0.88452037 0.57530692] [ 0.77715702 0.44207084 0.4991406 0.3442729 0.46220142] [ 0.48445617 0.53727985 0.54747793 0.5352454 0.43641871] [ 0.715112 0.41645667 0.50220339 0.39484718 0.36550044] [ 0.41583294 0.57407182 0.51240978 0.55357945 0.43993235] [ 0.41572001 0.4923601 0.53100184 0.53403295 0.55667269] [ 0.32593095 0.5231028 0.43420914 0.77116538 0.37423342] [ 0.69379351 0.46305121 0.40357642 0.29506711 0.40294472] [ 0.52193645 0.58607846 0.42179457 0.63205744 0.37852827] [ 0.46050786 0.33778743 0.45319139 0.67000079 0.55504388] [ 0.60265028 0.37178305 0.38934333 0.54021542 0.44285121] [ 0.4455367 0.4712523 0.50733058 0.46397496 0.6499607 ] [ 0.62989117 0.42256636 0.49010997 0.39424894 0.44229665] [ 0.51961675 0.56596706 0.53180787 0.49832101 0.47543516] [ 0.30351426 0.57945317 0.55800469 0.83695753 0.62307649] [ 0.50440091 0.5396315 0.45376042 0.38643489 0.42220608] [ 0.4302793 0.55537969 0.42051675 0.50793764 0.43783691] [ 0.68954461 0.55778077 0.51049529 0.31571068 0.50179381] [ 0.29100832 0.65193716 0.41730803 0.75765528 0.45417503] [ 0.37086043 0.39163042 0.45409856 0.54872108 0.59043669] [ 0.51412604 0.60415648 0.42071049 0.71836387 0.51847315] [ 0.44870229 0.46616622 0.53543512 0.62766319 0.5060112 ] [ 0.63468374 0.51759755 0.40769641 0.35850586 0.48129259] [ 0.75988439 0.48335694 0.48305244 0.41359687 0.3760315 ] [ 0.39913584 0.55468193 0.34109874 0.68196426 0.42391162] [ 0.39732223 0.50716247 0.4936355 0.59823152 0.54841831] [ 0.47239742 0.54028612 0.38882079 0.44876075 0.47207295] [ 0.65897566 0.46723103 0.48395488 0.34984686 0.4461647 ] [ 0.72947358 0.46729115 0.43185044 0.28524188 0.38620107] [ 0.46419389 0.62291273 0.30944682 0.69995391 0.49993181] [ 0.32636056 0.49921275 0.51622439 0.72110554 0.61271086] [ 0.84601855 0.51560463 0.4151388 0.3092007 0.36940122] [ 0.66547013 0.51128127 0.54448054 0.45298235 0.43522796] [ 0.72908848 0.34718085 0.6149218 0.36442924 0.40835295] [ 0.62335522 0.50225008 0.53962904 0.44334724 0.63159431] [ 0.43616446 0.44355202 0.5356097 0.5209604 0.64026256] [ 0.7090883 0.52646682 0.39430985 0.29025338 0.4494799 ] [ 0.32667887 0.59868514 0.35762658 0.63162155 0.44991993] [ 0.18404201 0.66232714 0.40702761 0.85209676 0.59558556] [ 0.60763427 0.46564799 0.49984986 0.62054638 0.48914296] [ 0.52914309 0.46826076 0.47512258 0.46593581 0.39473548] [ 0.70779282 0.41252267 0.54787975 0.3424882 0.40236009] [ 0.60417916 0.51539436 0.57901784 0.56737967 0.48399868] [ 0.79524211 0.40935406 0.44401143 0.25759581 0.32432771] [ 0.5861184 0.43443213 0.54341177 0.47460264 0.4344258 ] [ 0.43735659 0.52072553 0.44602664 0.51061336 0.50290366] [ 0.63115708 0.47938 0.46403607 0.41154215 0.45973159] [ 0.19562862 0.64875533 0.3414416 0.8941742 0.5167548 ] [ 0.31643395 0.72145471 0.41929393 0.78523755 0.49523958] [ 0.24876442 0.59568508 0.42438223 0.90364452 0.52651058] [ 0.61144267 0.52881559 0.58432319 0.44040083 0.39554578] [ 0.48073442 0.67822551 0.42274614 0.57201407 0.43732737] [ 0.39600549 0.44212203 0.67205393 0.74254414 0.50375257] [ 0.54317917 0.39768164 0.54334654 0.52316894 0.32848488] [ 0.70854474 0.46742268 0.56778743 0.29043371 0.53018597] [ 0.35683078 0.57697043 0.49762898 0.51848899 0.54054591] [ 0.56192587 0.68614635 0.31846611 0.68605609 0.42584831] [ 0.24658374 0.64506696 0.44093723 0.82093314 0.58757777] [ 0.65855569 0.48198916 0.48272301 0.26451911 0.46972645] [ 0.85115349 0.41822915 0.47902103 0.27689681 0.38495692] [ 0.16332626 0.70673937 0.38510137 0.79702306 0.59695076] [ 0.87227806 0.25661709 0.62641621 0.30239211 0.36820283] [ 0.79841584 0.51839174 0.5795748 0.46605742 0.3836233 ] [ 0.46182614 0.566485 0.3955414 0.55109869 0.36452234] [ 0.44052831 0.55091628 0.40340287 0.46249123 0.59597605] [ 0.27719838 0.54613768 0.53425936 0.80148635 0.5441929 ] [ 0.30702862 0.56130404 0.59993552 0.77011454 0.42344819] [ 0.24713743 0.69040253 0.35757585 0.8397282 0.53759866] [ 0.52108638 0.58774782 0.50401551 0.52200985 0.39964824] [ 0.47002144 0.50992831 0.41327252 0.38886115 0.51735588] [ 0.787478 0.44627574 0.56342594 0.31514933 0.40347822] [ 0.79188204 0.41391627 0.45873013 0.30805337 0.35527464] [ 0.14418008 0.6147955 0.42505327 0.88012298 0.44716539] [ 0.20615557 0.78460833 0.28569706 0.80349069 0.51050855] [ 0.29148097 0.51054908 0.42419735 0.69282859 0.50570088] [ 0.66240156 0.42006539 0.50034142 0.41346383 0.28555546] [ 0.52507925 0.52490681 0.38323785 0.33239858 0.39124948] [ 0.61952052 0.44068733 0.59927534 0.33294666 0.41567518] Progress: 39.0% ... Training loss: 0.535 ... Validation loss: 0.889[ 0.65808601 0.31985416 0.41487546 0.26306636 0.47564811] [ 0.23436849 0.59432398 0.46448423 0.82519047 0.46819582] [ 0.46568335 0.50691112 0.5434507 0.5474562 0.39747538] [ 0.73555746 0.48142683 0.59216779 0.54555407 0.40113515] [ 0.5960713 0.4030617 0.47701276 0.60855699 0.49048924] [ 0.27927392 0.49927893 0.54933187 0.64823984 0.50779819] [ 0.51264734 0.55943453 0.56897537 0.58112497 0.32275558] [ 0.48515782 0.60351317 0.46611926 0.7380087 0.51002321] [ 0.18035058 0.57400813 0.50522899 0.8740355 0.52620753] [ 0.6066128 0.39291696 0.5459395 0.58419609 0.34818274] [ 0.17472934 0.62701507 0.52726056 0.82829364 0.41699701] [ 0.30135742 0.52299165 0.49183685 0.59478459 0.45641942] [ 0.65095993 0.49005364 0.59337061 0.54280727 0.43667121] [ 0.59281774 0.41032589 0.45558507 0.16147075 0.33123677] [ 0.48021721 0.66895307 0.36946841 0.64448222 0.41989677] [ 0.82231388 0.33973391 0.56215848 0.23590375 0.4200343 ] [ 0.76342665 0.42633071 0.46392899 0.32978935 0.36678951] [ 0.36767305 0.59979748 0.57416197 0.65582458 0.52422094] [ 0.43625241 0.52291826 0.5445076 0.59490246 0.57530151] [ 0.48411689 0.43062144 0.48156268 0.53940164 0.41381507] [ 0.8751609 0.38218127 0.59357515 0.15868328 0.40678193] [ 0.26422124 0.59890601 0.44604628 0.81657996 0.4514168 ] [ 0.7565414 0.36211283 0.49706635 0.32827067 0.43888098] [ 0.61700957 0.32371684 0.61218563 0.75530219 0.40470912] [ 0.63688321 0.40934584 0.61030114 0.75809844 0.3878088 ] [ 0.86194802 0.46638715 0.5715415 0.32416125 0.31194936] [ 0.64699454 0.37379202 0.45915237 0.32336885 0.36490235] [ 0.73065994 0.57745944 0.45223139 0.31602856 0.3860754 ] [ 0.60469466 0.54226139 0.35614959 0.52407799 0.44662311] [ 0.63784607 0.52000003 0.40855255 0.43589293 0.4534358 ] [ 0.60210817 0.46915738 0.50453722 0.48525841 0.47114059] [ 0.16399994 0.60141478 0.36135896 0.93217556 0.5662312 ] [ 0.52133684 0.61904586 0.46457665 0.58291418 0.51128387] [ 0.41901837 0.47853929 0.39624792 0.38467617 0.52552942] [ 0.65530574 0.38384175 0.70557778 0.48878671 0.35741642] [ 0.34768478 0.63182743 0.53386992 0.74505513 0.51589573] [ 0.5623851 0.35561651 0.5803891 0.70547786 0.45982921] [ 0.49485067 0.58622613 0.4287501 0.59308431 0.56965086] [ 0.75883174 0.48976291 0.58402259 0.36471598 0.47522546] [ 0.27717481 0.69429017 0.30180398 0.77043564 0.45591074] [ 0.69507009 0.5023582 0.34440472 0.30058071 0.27450703] [ 0.39676525 0.57228869 0.49935601 0.70218661 0.38676433] [ 0.23886355 0.69163885 0.45010041 0.74810186 0.69011494] [ 0.34575355 0.51274919 0.54428829 0.71188526 0.39727505] [ 0.7946466 0.32816842 0.56259281 0.10055657 0.34576427] [ 0.78667124 0.3262668 0.58606237 0.25230721 0.31128444] [ 0.84664959 0.35520479 0.60681411 0.2236063 0.39305397] [ 0.62666752 0.53480597 0.37893862 0.63845821 0.43939107] [ 0.57915741 0.4261333 0.38229928 0.60387001 0.37119692] [ 0.70911986 0.54830254 0.54656642 0.6420262 0.40806222] [ 0.13470717 0.59213978 0.38764125 0.88410568 0.48571691] [ 0.22217168 0.6721241 0.32151116 0.93658483 0.52307746] [ 0.69362806 0.38211759 0.66379604 0.23340106 0.47879497] [ 0.84898517 0.42128849 0.52843084 0.25936602 0.32883291] [ 0.49037298 0.5767381 0.48142662 0.65820573 0.46130902] [ 0.13024492 0.67739325 0.33267019 0.90373024 0.47769344] [ 0.75806886 0.41197973 0.43676186 0.21161054 0.42079681] [ 0.54385377 0.40668446 0.64593657 0.30448344 0.40277026] [ 0.25987036 0.68619354 0.30706019 0.84746686 0.56199496] [ 0.7334372 0.46037585 0.4941469 0.38809286 0.34830935] [ 0.63858426 0.46622944 0.56535963 0.34827671 0.41785986] [ 0.72891527 0.50871764 0.25352537 0.38779122 0.29877458] [ 0.53384044 0.62199181 0.49663415 0.52099537 0.49283132] [ 0.5139479 0.43258569 0.56064673 0.27443814 0.5032037 ] [ 0.48592214 0.45500833 0.53446414 0.72985121 0.4797886 ] [ 0.32215435 0.67747557 0.31924805 0.72621921 0.50607362] [ 0.22908591 0.60475954 0.53642753 0.87287064 0.59044523] [ 0.62495934 0.53647351 0.44100971 0.45027864 0.32685673] [ 0.65288782 0.51245885 0.42749233 0.44296675 0.32875501] [ 0.63729067 0.49798498 0.48075343 0.57099227 0.3668487 ] [ 0.48817252 0.55102425 0.44277353 0.76094181 0.38478941] [ 0.66163126 0.64346889 0.47367678 0.64312784 0.4420634 ] [ 0.52147508 0.42588113 0.43829007 0.70928862 0.41546967] [ 0.47960939 0.52063782 0.60563151 0.72299055 0.59043991] [ 0.82963724 0.48990994 0.44090927 0.19950658 0.31743537] [ 0.44231938 0.59594765 0.41271865 0.76535537 0.38008289] [ 0.31096027 0.52169472 0.56251954 0.67114156 0.61168225] [ 0.65079883 0.54392749 0.43756671 0.57754285 0.33448761] [ 0.37061809 0.56229304 0.47124762 0.63746237 0.57949893] [ 0.55476526 0.62000127 0.35962201 0.53201852 0.36157425] [ 0.39445901 0.58321569 0.45060433 0.72531401 0.55822166] [ 0.62290206 0.34165718 0.52976745 0.33073668 0.58762334] [ 0.64040273 0.37162143 0.50179602 0.26236291 0.47209455] [ 0.44627286 0.70697663 0.40791589 0.6607783 0.45471987] [ 0.27444743 0.5222121 0.5408419 0.73577765 0.54334855] [ 0.70047649 0.40369179 0.56240265 0.30928413 0.50872679] [ 0.30614069 0.61846842 0.48034625 0.80453307 0.63291654] [ 0.11384697 0.59081054 0.4056948 0.94840606 0.6019316 ] [ 0.46935798 0.33138833 0.67661622 0.6487612 0.49443202] [ 0.79518927 0.51566865 0.31399657 0.43440095 0.28516207] [ 0.80712306 0.50604753 0.53604514 0.21994518 0.46290666] [ 0.47831852 0.48972373 0.50652247 0.76060675 0.38059046] [ 0.33182069 0.64511221 0.4544931 0.77639413 0.52188169] [ 0.59719274 0.39523101 0.5209598 0.52712921 0.29980886] [ 0.59344984 0.42389049 0.50434805 0.42162354 0.44606792] [ 0.41289047 0.59125155 0.44569407 0.74367116 0.4529333 ] [ 0.47589952 0.4674348 0.48341528 0.65769318 0.43982582] [ 0.36150158 0.49822439 0.53718548 0.61273128 0.50678628] [ 0.65062758 0.43579361 0.58300467 0.42222861 0.51320771] [ 0.7860495 0.31629055 0.51059966 0.42850559 0.35896645] [ 0.20164378 0.69314668 0.32968864 0.74134358 0.58901275] [ 0.71957928 0.48871001 0.31029644 0.34790577 0.37660809] [ 0.72431778 0.48463771 0.57831845 0.45419462 0.35485258] [ 0.49894407 0.52815298 0.59326401 0.75413968 0.55911161] [ 0.23700338 0.73158907 0.32825899 0.85136859 0.58584371] [ 0.69507879 0.46789109 0.44205663 0.33233621 0.31171164] [ 0.63371275 0.40903689 0.45149322 0.49873687 0.53715853] [ 0.18486038 0.61738226 0.46210109 0.79947807 0.46442975] [ 0.33538959 0.50882205 0.46949396 0.79066574 0.49605416] [ 0.64312281 0.58434741 0.52268636 0.46679207 0.37806178] [ 0.51717635 0.46925074 0.5633153 0.61986051 0.59896269] [ 0.82231388 0.33973391 0.56215848 0.23590375 0.4200343 ] [ 0.24669089 0.55414113 0.44633175 0.83216254 0.49693714] [ 0.41008634 0.59378267 0.46269637 0.75371113 0.3652507 ] [ 0.90159295 0.47198559 0.50332314 0.21076919 0.33581521] [ 0.41225491 0.64750483 0.36827789 0.56628704 0.4643103 ] [ 0.5101416 0.42507217 0.43287498 0.74207515 0.54205455] [ 0.50556774 0.500627 0.42801602 0.29083294 0.48687548] [ 0.25325652 0.46664312 0.39599281 0.77511856 0.62862001] [ 0.77645887 0.43279067 0.46970185 0.26469775 0.36604258] [ 0.70205941 0.46255622 0.57490388 0.61165415 0.39161937] [ 0.1376872 0.5967371 0.48799216 0.88651433 0.48865236] [ 0.42060182 0.45114041 0.37217871 0.71215554 0.48623889] [ 0.25515318 0.66372516 0.31987362 0.78979696 0.58031268] [ 0.50955811 0.69246098 0.38600824 0.59172743 0.45589563] [ 0.66550352 0.57492146 0.45227467 0.4963738 0.30742788] [ 0.564921 0.40813163 0.57724218 0.32580757 0.4561099 ] [ 0.32177146 0.5129938 0.3878164 0.62879679 0.55783356] Progress: 39.0% ... Training loss: 0.534 ... Validation loss: 0.889[ 0.34923422 0.61809977 0.52879316 0.74179491 0.48645696] [ 0.49499567 0.57334391 0.3919853 0.49279914 0.47036597] [ 0.31161867 0.58132821 0.5472884 0.72453376 0.44097794] [ 0.82720757 0.44912622 0.57044469 0.31216323 0.40310839] [ 0.2920874 0.69693347 0.41091712 0.73468412 0.50941318] [ 0.3691119 0.57337762 0.49003218 0.66404808 0.3234807 ] [ 0.64275388 0.58595071 0.50855654 0.39913308 0.52717594] [ 0.46731983 0.51260411 0.56688661 0.8194376 0.52959438] [ 0.167344 0.48222857 0.38864582 0.7682525 0.56604447] [ 0.54259162 0.51168598 0.57437745 0.6153947 0.48627895] [ 0.22743133 0.70945517 0.37087703 0.81648598 0.47035043] [ 0.30153542 0.52656616 0.29823294 0.87903095 0.552189 ] [ 0.23471292 0.59429068 0.46448895 0.82502651 0.4682115 ] [ 0.52318566 0.63585552 0.43816408 0.5065573 0.27817233] [ 0.86543575 0.3035167 0.70344417 0.15926539 0.37901968] [ 0.54683376 0.60461052 0.55774877 0.52262001 0.48175677] [ 0.69040313 0.38982087 0.42244658 0.33512228 0.38710573] [ 0.18376425 0.6775082 0.35494909 0.78479621 0.47205206] [ 0.49666206 0.48478285 0.39814095 0.43709695 0.50792015] [ 0.78022655 0.25651067 0.49088178 0.22995754 0.41464806] [ 0.67691218 0.46281009 0.41133291 0.35976678 0.49746637] [ 0.24667364 0.5647535 0.43435391 0.83484844 0.5535669 ] [ 0.63181205 0.563258 0.30801634 0.42207242 0.4080137 ] [ 0.18287714 0.57310472 0.53840453 0.87756021 0.63760037] [ 0.49493958 0.56023783 0.56999659 0.54440298 0.55414111] [ 0.4677173 0.53139347 0.50849425 0.57284445 0.54257136] [ 0.67908012 0.5802137 0.34315859 0.41834308 0.3505107 ] [ 0.65975965 0.43388844 0.45966761 0.41239453 0.49147327] [ 0.26456747 0.55729463 0.44372473 0.81572066 0.4410682 ] [ 0.22905933 0.53005967 0.39333229 0.81624035 0.46925705] [ 0.17538694 0.5342949 0.4024882 0.86021194 0.52516528] [ 0.1976805 0.51605812 0.53623651 0.79039873 0.5771361 ] [ 0.67084097 0.44557923 0.47892359 0.74267306 0.38860126] [ 0.64465347 0.3961297 0.59591653 0.30379983 0.57336003] [ 0.7247842 0.59728903 0.4488449 0.57995173 0.45594632] [ 0.78198442 0.40735419 0.58467579 0.29046538 0.49589657] [ 0.32178844 0.53415537 0.36104856 0.65348582 0.5641193 ] [ 0.33224773 0.59005735 0.45018486 0.56107645 0.46626104] [ 0.18854585 0.55882642 0.44930555 0.78225247 0.5627318 ] [ 0.52288295 0.57367169 0.32674205 0.715529 0.56246895] [ 0.3644895 0.53625919 0.49495771 0.73792884 0.61208888] [ 0.15213581 0.72761583 0.44294085 0.86172551 0.59787048] [ 0.55438511 0.54129345 0.39164654 0.45906375 0.35988751] [ 0.28371744 0.51585775 0.45968221 0.81749966 0.53732283] [ 0.5356216 0.47693898 0.47460909 0.43184429 0.41549919] [ 0.72762367 0.52598168 0.32147152 0.52138551 0.37419787] [ 0.32549251 0.54942378 0.46196093 0.78128873 0.64646111] [ 0.55160226 0.48958306 0.36203018 0.38121073 0.39558303] [ 0.71574979 0.66732078 0.40152253 0.43593739 0.48161571] [ 0.91362865 0.46809344 0.50125897 0.21105547 0.31224867] [ 0.25260433 0.52098219 0.55505932 0.86901885 0.64774876] [ 0.4064893 0.56166576 0.33871413 0.64361278 0.42289831] [ 0.46793088 0.44071598 0.42573279 0.64280411 0.57111887] [ 0.36901796 0.51414192 0.40546997 0.5576688 0.40275891] [ 0.61584068 0.49456844 0.49915777 0.23408372 0.52105079] [ 0.43721378 0.50505819 0.54508111 0.50778499 0.52169061] [ 0.70045363 0.52147242 0.59278212 0.23074929 0.43588638] [ 0.84022099 0.38927809 0.54255115 0.31993308 0.39284553] [ 0.52303775 0.46756161 0.56094949 0.70454191 0.42675488] [ 0.2211921 0.50294618 0.39856355 0.86799405 0.4623543 ] [ 0.28135688 0.61698441 0.37576426 0.86664872 0.46756776] [ 0.20198127 0.61243886 0.47622709 0.91936858 0.65425336] [ 0.47261337 0.40700261 0.40407634 0.59692768 0.4883885 ] [ 0.16004008 0.64350184 0.42034159 0.66535495 0.70897973] [ 0.72348432 0.50552364 0.52397451 0.46854228 0.40206356] [ 0.65732435 0.47151633 0.46681232 0.37196638 0.41376363] [ 0.48597889 0.61010647 0.28217535 0.73392437 0.46537638] [ 0.47763447 0.5138535 0.55975277 0.2852136 0.54652053] [ 0.36642382 0.46579222 0.46375866 0.64279575 0.53146412] [ 0.22857473 0.56003691 0.40395871 0.85611482 0.55284913] [ 0.22401228 0.54591009 0.51970735 0.74366756 0.50332427] [ 0.80883466 0.29171229 0.53787374 0.21165936 0.31331264] [ 0.38467857 0.57996196 0.49401789 0.47725269 0.5852351 ] [ 0.85214743 0.36707126 0.4122323 0.35512809 0.33592497] [ 0.43159668 0.58564688 0.38019041 0.62648336 0.52416027] [ 0.24451137 0.53977403 0.60380781 0.77602431 0.60992944] [ 0.60716232 0.43032762 0.6181488 0.32434416 0.62239644] [ 0.18641849 0.60078099 0.48293094 0.82147722 0.52983933] [ 0.49795126 0.60931729 0.3540828 0.60793173 0.38869985] [ 0.83156486 0.34759543 0.49616549 0.20504252 0.3927631 ] [ 0.60079176 0.46515788 0.39287854 0.42874448 0.31933035] [ 0.76738998 0.3780061 0.61949528 0.25163456 0.37294992] [ 0.24505799 0.57095873 0.59748043 0.80516522 0.56638419] [ 0.38045823 0.51792408 0.50139346 0.64870409 0.40625007] [ 0.23392225 0.69498883 0.28857009 0.76999951 0.51878053] [ 0.31254788 0.55341043 0.56911078 0.83552994 0.62809322] [ 0.69471499 0.48306127 0.56282097 0.34752642 0.52385005] [ 0.48733289 0.62446644 0.39325221 0.62955053 0.47167278] [ 0.68992785 0.36716833 0.5990972 0.16689773 0.42017751] [ 0.30918942 0.66530959 0.43139107 0.73300826 0.5350818 ] [ 0.30173431 0.45045362 0.44753898 0.85714694 0.58861833] [ 0.4924386 0.58598174 0.36532983 0.53405853 0.40468115] [ 0.87360621 0.36099399 0.48728893 0.17575706 0.28035953] [ 0.48745932 0.5157188 0.51540275 0.64670798 0.41314101] [ 0.3968908 0.56160364 0.43360381 0.69116119 0.37528092] [ 0.83691713 0.39204892 0.45231913 0.14498663 0.27073544] [ 0.23537225 0.75603026 0.31914257 0.86633691 0.50882016] [ 0.43252967 0.47580335 0.61974011 0.74944565 0.58316948] [ 0.34760406 0.52403684 0.43871506 0.65812117 0.43897084] [ 0.5136357 0.46668873 0.53768542 0.41679734 0.52619728] [ 0.26738499 0.71143904 0.41775003 0.74154863 0.58666167] [ 0.50699213 0.46813019 0.60766804 0.64499682 0.34368135] [ 0.28965035 0.54934901 0.60431403 0.80344139 0.45473959] [ 0.59673355 0.50268337 0.58422493 0.2882357 0.55007044] [ 0.73619602 0.48333712 0.38666197 0.30587581 0.31331599] [ 0.1749714 0.62701229 0.52725241 0.82817427 0.41702164] [ 0.573428 0.604857 0.38746765 0.67088184 0.35556056] [ 0.61462048 0.43541891 0.63496604 0.60993845 0.31161568] [ 0.37260651 0.62556947 0.36840779 0.64081345 0.46469792] [ 0.74548109 0.4111151 0.63347512 0.35622027 0.43285144] [ 0.51498776 0.54447114 0.24514255 0.58428136 0.42302857] [ 0.4596934 0.55396583 0.48281435 0.59138021 0.40287704] [ 0.44527301 0.52862709 0.49184496 0.84986607 0.52123685] [ 0.77577859 0.5309102 0.42675148 0.36908992 0.39953499] [ 0.66274823 0.41995478 0.50038557 0.41308697 0.285535 ] [ 0.45237961 0.52660037 0.4063634 0.63485178 0.48064123] [ 0.74970361 0.40278891 0.58762867 0.3880438 0.43640859] [ 0.25376538 0.54950357 0.56599962 0.68636999 0.62650884] [ 0.67084097 0.44557923 0.47892359 0.74267306 0.38860126] [ 0.4311592 0.54947261 0.46577856 0.48887682 0.42808901] [ 0.56401535 0.42244547 0.59338627 0.43570319 0.44477653] [ 0.55059443 0.48001027 0.48343395 0.36751295 0.43652884] [ 0.52970973 0.5186357 0.55332869 0.73675919 0.42602165] [ 0.5069522 0.4683204 0.47626354 0.39289201 0.43335848] [ 0.32838034 0.52460421 0.50302774 0.55000151 0.61287466] [ 0.86617185 0.39599997 0.58531933 0.19007029 0.43847702] [ 0.81699201 0.52018429 0.42469805 0.44454427 0.38048881] [ 0.49366953 0.52257132 0.53470377 0.51873117 0.54336168] Progress: 39.0% ... Training loss: 0.534 ... Validation loss: 0.888[ 0.43893774 0.57078997 0.47286383 0.74237609 0.33503724] [ 0.58512221 0.30530892 0.52018894 0.61638975 0.33763775] [ 0.34914651 0.4824222 0.4808932 0.57924936 0.57274544] [ 0.25243958 0.52115282 0.55498643 0.8690246 0.64781879] [ 0.39707389 0.7112968 0.41665572 0.69206354 0.49232571] [ 0.80584756 0.34614099 0.62157677 0.11777371 0.35403041] [ 0.17503363 0.65759345 0.32804274 0.80210342 0.59672712] [ 0.51982193 0.54258829 0.38804903 0.46776525 0.40517028] [ 0.52166022 0.45630713 0.43046161 0.40661231 0.50008197] [ 0.69364677 0.49279106 0.5203862 0.27239621 0.46757269] [ 0.60340091 0.55066269 0.41352889 0.36567414 0.54719206] [ 0.14258904 0.50280856 0.44229444 0.82733471 0.63735103] [ 0.50608443 0.47077746 0.4664381 0.62220226 0.37086062] [ 0.42444534 0.64126631 0.32031387 0.77222075 0.57748586] [ 0.78068664 0.33633208 0.56495795 0.21362392 0.43913157] [ 0.31845999 0.61216902 0.5022741 0.58417352 0.44474778] [ 0.62975252 0.48463737 0.42830351 0.35909946 0.46840516] [ 0.61417557 0.45976014 0.50734808 0.64542951 0.40549072] [ 0.58986663 0.52075322 0.36016012 0.52546722 0.38589248] [ 0.74558622 0.44317664 0.37370052 0.39023815 0.46730262] [ 0.47987706 0.5703621 0.46278642 0.58216704 0.56057873] [ 0.61883294 0.33112649 0.63053971 0.65977508 0.45965435] [ 0.5953401 0.5932798 0.28265519 0.64526184 0.36758277] [ 0.1403423 0.52988936 0.34962376 0.9312719 0.60426205] [ 0.43661061 0.55567678 0.39705915 0.58927217 0.41437018] [ 0.62665955 0.5159921 0.51002607 0.4153336 0.50498174] [ 0.3617256 0.53903413 0.50260794 0.60701396 0.48892076] [ 0.53713955 0.51389161 0.51556258 0.68868486 0.33819123] [ 0.41282388 0.61597856 0.29652509 0.64889792 0.52393511] [ 0.57645863 0.50279335 0.42969349 0.47640896 0.43489676] [ 0.64321842 0.53091316 0.41355298 0.66227778 0.49664293] [ 0.61217296 0.43918149 0.4183734 0.68172957 0.34810467] [ 0.51349237 0.44495068 0.63104101 0.54715322 0.33778745] [ 0.47912387 0.58988429 0.29560134 0.66908322 0.53382216] [ 0.42594848 0.43895238 0.53828328 0.42905567 0.49460616] [ 0.76248892 0.57127265 0.57675859 0.37195 0.43678013] [ 0.68364529 0.55551193 0.48240213 0.43886709 0.35823562] [ 0.71301432 0.42853716 0.45378058 0.2145158 0.33231331] [ 0.4973193 0.54594881 0.38725151 0.78527482 0.32994392] [ 0.64596105 0.47634138 0.54971857 0.60674048 0.40429628] [ 0.86855092 0.33706341 0.54436698 0.30050079 0.36347813] [ 0.1786127 0.6068789 0.43389055 0.88115697 0.54044089] [ 0.53111393 0.53483616 0.53547621 0.38349344 0.4744961 ] [ 0.65405379 0.44769712 0.65305277 0.57733941 0.44251324] [ 0.6306297 0.34811134 0.44925044 0.5262136 0.32940007] [ 0.67130631 0.53433276 0.4911874 0.73286216 0.41123861] [ 0.36841075 0.587484 0.52333334 0.81512856 0.63829569] [ 0.84660569 0.44026492 0.56738129 0.14413521 0.42649879] [ 0.34731693 0.48424298 0.61103487 0.71648594 0.34897186] [ 0.30610494 0.57701209 0.4447425 0.61380233 0.44772649] [ 0.27873252 0.58251784 0.36000915 0.72834663 0.42435425] [ 0.73612468 0.48114162 0.59228117 0.54499336 0.40104982] [ 0.66482812 0.60619277 0.39162863 0.58904414 0.35909584] [ 0.7063413 0.26918415 0.58367577 0.24181219 0.36293158] [ 0.45129015 0.63579379 0.51567091 0.47711686 0.36974574] [ 0.67862222 0.55571224 0.30663894 0.45590442 0.30813672] [ 0.60165621 0.46210017 0.53261617 0.44994983 0.5469986 ] [ 0.44811134 0.70131715 0.48073817 0.69681834 0.6112861 ] [ 0.25890439 0.66603738 0.2642912 0.66167736 0.44424674] [ 0.64777291 0.54291257 0.61449149 0.62756053 0.43318966] [ 0.44195071 0.5325204 0.36922328 0.51891651 0.45989897] [ 0.62133916 0.5501527 0.35180342 0.40855982 0.40883845] [ 0.16821968 0.6724572 0.51558882 0.81159124 0.67283018] [ 0.74000412 0.35166947 0.61793878 0.38961584 0.33816676] [ 0.15531108 0.54085076 0.5022155 0.8117747 0.52158717] [ 0.44812675 0.52704495 0.34782498 0.51213804 0.38691806] [ 0.66800462 0.6768037 0.3382829 0.61106317 0.49528276] [ 0.61358892 0.37972869 0.5260468 0.5834094 0.47509358] [ 0.26254503 0.54502988 0.36637827 0.8313899 0.43748862] [ 0.71162295 0.41912104 0.61279439 0.23067068 0.3798384 ] [ 0.33018595 0.46894993 0.43815189 0.83757213 0.51157807] [ 0.21134167 0.46633335 0.51877845 0.81518325 0.69690896] [ 0.23100526 0.5772342 0.46636474 0.88334892 0.62432441] [ 0.60994675 0.41539788 0.33970556 0.54480536 0.2835179 ] [ 0.47286189 0.50155706 0.42511759 0.52090647 0.35766327] [ 0.56184646 0.53889528 0.53071433 0.55163997 0.54033896] [ 0.64943498 0.58302869 0.49704656 0.53020184 0.33830189] [ 0.52715207 0.52498909 0.39495534 0.74805444 0.36116589] [ 0.6887887 0.50815494 0.58019073 0.2409162 0.5153244 ] [ 0.29966043 0.56568468 0.46442015 0.73581769 0.58737079] [ 0.71286242 0.40322776 0.43947741 0.66026105 0.28102833] [ 0.36248904 0.66761324 0.58200669 0.724933 0.43514112] [ 0.53876021 0.41079061 0.46909834 0.71618914 0.35543327] [ 0.62982248 0.4107532 0.58379608 0.45355026 0.44326491] [ 0.70872074 0.36765003 0.62422861 0.43137776 0.46130624] [ 0.26705455 0.66147213 0.36055096 0.74715346 0.44977435] [ 0.58023597 0.45025687 0.35142817 0.65859863 0.39182583] [ 0.60398278 0.52750327 0.36277139 0.5228427 0.39746547] [ 0.80513761 0.46424185 0.50080948 0.34499286 0.27560418] [ 0.72928393 0.34705705 0.61496562 0.36423045 0.40832532] [ 0.29456494 0.56117193 0.4940743 0.53516326 0.53343509] [ 0.76824525 0.42167463 0.63182633 0.36154969 0.4226958 ] [ 0.52762912 0.50144058 0.40559327 0.56647382 0.54559006] [ 0.53321887 0.50896601 0.39309024 0.49041543 0.3929146 ] [ 0.85161512 0.49860741 0.55009422 0.39595596 0.31594181] [ 0.44987601 0.46780994 0.56489239 0.45639624 0.51119487] [ 0.42165017 0.45134137 0.58236082 0.54805828 0.53490083] [ 0.53942033 0.57362981 0.41219842 0.70727699 0.34412449] [ 0.73891543 0.56738625 0.53828303 0.45829499 0.43561025] [ 0.21180682 0.56578183 0.52879143 0.77475896 0.38228522] [ 0.15531108 0.54085076 0.5022155 0.8117747 0.52158717] [ 0.28165104 0.71846861 0.29088565 0.739841 0.44457827] [ 0.16891212 0.55181589 0.48765902 0.86931116 0.6263569 ] [ 0.60991751 0.59362187 0.42450494 0.52562683 0.35093807] [ 0.66084091 0.44550109 0.48117486 0.56230267 0.31368081] [ 0.72222235 0.54005796 0.37201033 0.44529757 0.50943412] [ 0.28296466 0.54434633 0.4545443 0.72381203 0.41300145] [ 0.83737486 0.58380349 0.38866503 0.58147827 0.37480797] [ 0.77064706 0.29188386 0.4497542 0.18501733 0.34262803] [ 0.67679951 0.50186298 0.50935529 0.36528714 0.48735927] [ 0.34977476 0.55585614 0.45259801 0.57144559 0.5504984 ] [ 0.52405186 0.49873272 0.43905885 0.63734556 0.52181688] [ 0.34140581 0.51574116 0.55571539 0.6507552 0.617051 ] [ 0.73132292 0.32238539 0.65370928 0.37478252 0.37046845] [ 0.30486017 0.56212354 0.38479961 0.66621188 0.60329672] [ 0.77556257 0.44334437 0.42985799 0.35917549 0.43669258] [ 0.63800361 0.38509566 0.5908451 0.36563152 0.51856418] [ 0.68828856 0.4135075 0.63363629 0.48428733 0.43668418] [ 0.64475407 0.55940788 0.43818432 0.59166976 0.54260091] [ 0.45601476 0.56983987 0.56931914 0.63911991 0.5194528 ] [ 0.29930511 0.56696616 0.54028901 0.855878 0.52115041] [ 0.37279286 0.48328512 0.38351803 0.62492136 0.52877009] [ 0.71540949 0.54343866 0.45427435 0.56024496 0.37841726] [ 0.84023171 0.31476899 0.57927747 0.1620787 0.44653262] [ 0.51613756 0.33056456 0.44573658 0.70227415 0.39748701] [ 0.21554079 0.54530645 0.48152184 0.77053589 0.63689266] [ 0.68092503 0.44400538 0.64618252 0.51603992 0.41490999] [ 0.701193 0.53257439 0.48491857 0.3783844 0.55686871] Progress: 39.1% ... Training loss: 0.534 ... Validation loss: 0.889[ 0.4944535 0.63180341 0.34538543 0.48451994 0.57374115] [ 0.64797111 0.46328046 0.54400584 0.39736938 0.52896835] [ 0.29614298 0.63691081 0.40757412 0.51634181 0.55966333] [ 0.69833823 0.3202722 0.64443252 0.25228684 0.52840766] [ 0.44651466 0.6852464 0.43373878 0.61104798 0.34617647] [ 0.55032699 0.54173079 0.51892336 0.51066695 0.40086228] [ 0.40899595 0.46899412 0.58648665 0.63666649 0.58889605] [ 0.55416957 0.47205861 0.43054226 0.45013761 0.53803628] [ 0.51587493 0.33798774 0.50527898 0.5882844 0.45333288] [ 0.36035872 0.4989944 0.60879138 0.72216258 0.58029281] [ 0.62585948 0.4028002 0.37970322 0.60230824 0.33382222] [ 0.42640636 0.4975267 0.49846997 0.67801708 0.35547698] [ 0.36668477 0.47875909 0.55897686 0.80513642 0.52262013] [ 0.55358814 0.45978391 0.54224392 0.46711186 0.47096377] [ 0.53853067 0.56835168 0.32218472 0.46461483 0.49752203] [ 0.565984 0.49765716 0.42562924 0.47396064 0.49958179] [ 0.29691879 0.70538499 0.45972061 0.7564265 0.41209011] [ 0.34098482 0.53514404 0.58148202 0.81407313 0.52572293] [ 0.55751458 0.5381198 0.53721066 0.72311654 0.50062974] [ 0.55331119 0.47264379 0.56798968 0.76197284 0.51634697] [ 0.755207 0.30967073 0.42757471 0.38351382 0.454018 ] [ 0.40683232 0.53977686 0.51209027 0.52590747 0.39355432] [ 0.64462917 0.60067453 0.47957615 0.44217643 0.61426003] [ 0.75371863 0.41949048 0.42232072 0.58036493 0.39710923] [ 0.87929347 0.41010531 0.44293992 0.24147501 0.27273624] [ 0.89069967 0.40891051 0.51280162 0.20776292 0.34410796] [ 0.84460628 0.56979301 0.50105022 0.29306143 0.3784496 ] [ 0.72312436 0.4513474 0.46889513 0.26587513 0.40260975] [ 0.68607771 0.49811273 0.60872938 0.31924343 0.46611583] [ 0.19016976 0.73458638 0.41864137 0.79559774 0.60163157] [ 0.4480403 0.58950387 0.51030573 0.71833581 0.5622275 ] [ 0.14127448 0.59308093 0.42293709 0.91373947 0.56174463] [ 0.30845434 0.5338096 0.51031929 0.73482734 0.42979007] [ 0.73592564 0.49386387 0.48939741 0.27219326 0.39276238] [ 0.51788811 0.48462899 0.53312075 0.69710949 0.37777286] [ 0.73298563 0.46534818 0.59965048 0.54163614 0.40624526] [ 0.73086544 0.42289667 0.60339819 0.42474077 0.43205649] [ 0.36036778 0.46061738 0.42720397 0.498564 0.55744599] [ 0.67288346 0.47821005 0.40965029 0.46735976 0.43606509] [ 0.73921573 0.445437 0.55778596 0.42690931 0.51612969] [ 0.33922977 0.52795498 0.53893322 0.78146457 0.44744453] [ 0.23777938 0.51585985 0.33758146 0.84265558 0.61822286] [ 0.32529625 0.57757089 0.49668046 0.69371509 0.65815092] [ 0.54097695 0.45685396 0.57833903 0.54884705 0.35772469] [ 0.62456628 0.52617978 0.44225175 0.58341204 0.36011824] [ 0.17312467 0.60433936 0.4944283 0.87176332 0.60206465] [ 0.38831066 0.46120732 0.51474306 0.79472889 0.42714363] [ 0.77453712 0.41669998 0.50365725 0.32683096 0.42040947] [ 0.31645762 0.60856286 0.52975027 0.75409823 0.41426925] [ 0.6389247 0.52093732 0.47128944 0.56315534 0.4032232 ] [ 0.29363821 0.44500276 0.51619091 0.40803981 0.47397221] [ 0.59161633 0.4376877 0.52055868 0.61673552 0.34013248] [ 0.49609139 0.6164865 0.45516504 0.49083564 0.35360155] [ 0.29540148 0.49741659 0.44178153 0.52087422 0.67574009] [ 0.43643723 0.49401491 0.39999408 0.46381781 0.44655878] [ 0.68767268 0.359802 0.66561849 0.42941373 0.41873761] [ 0.64057238 0.53939199 0.51238752 0.58960387 0.37181538] [ 0.72285449 0.4409928 0.46422085 0.25403788 0.43867611] [ 0.77366288 0.38118336 0.5404657 0.34024682 0.4052796 ] [ 0.60317506 0.60473576 0.35943068 0.46264624 0.36817712] [ 0.838295 0.30539928 0.38893055 0.29541595 0.34213296] [ 0.42200674 0.61870616 0.45475897 0.71573312 0.35070502] [ 0.64817244 0.44311513 0.6472921 0.26921232 0.53093016] [ 0.40203327 0.46493399 0.56935563 0.74480485 0.52545312] [ 0.83775115 0.45250032 0.60139832 0.17891992 0.4296981 ] [ 0.35534952 0.6847463 0.32538171 0.82591949 0.44375585] [ 0.5880063 0.53657062 0.43801812 0.58528625 0.4939244 ] [ 0.62387367 0.32968103 0.52735129 0.32735402 0.47260573] [ 0.26690157 0.58086464 0.50063246 0.82652033 0.55043485] [ 0.58357793 0.50759726 0.38771551 0.49341875 0.38105432] [ 0.64457102 0.51867355 0.45166566 0.46387334 0.47632586] [ 0.45372665 0.52404505 0.43005932 0.65243041 0.35053014] [ 0.60181159 0.43008504 0.51028059 0.4507497 0.40745934] [ 0.58484888 0.52264167 0.51964155 0.58109944 0.35927557] [ 0.50428631 0.52548662 0.59750502 0.53677996 0.51473455] [ 0.44275223 0.55006511 0.4037396 0.46131347 0.59566977] [ 0.43241655 0.47372679 0.47156687 0.64207613 0.34579287] [ 0.77146885 0.28565865 0.61646588 0.19672093 0.36252634] [ 0.06789933 0.64826251 0.54980317 0.8940447 0.53948077] [ 0.77230278 0.41090165 0.42234766 0.32827216 0.36173021] [ 0.82519031 0.35639129 0.50565566 0.31055127 0.45057669] [ 0.5160111 0.56806363 0.56623733 0.56914092 0.55280457] [ 0.51397767 0.4666915 0.53767734 0.41661671 0.52620645] [ 0.83701841 0.39489563 0.40984947 0.32005057 0.35363805] [ 0.28000501 0.65645728 0.32044054 0.7560137 0.38225487] [ 0.77941132 0.39963378 0.49276638 0.19707583 0.37176103] [ 0.46726648 0.31107441 0.53027227 0.59372906 0.55002392] [ 0.1790092 0.71339251 0.31536077 0.79729274 0.64426073] [ 0.58994367 0.31916806 0.50916131 0.37243113 0.51034258] [ 0.70697055 0.36979299 0.54484018 0.19515006 0.47061203] [ 0.50918856 0.50786139 0.47519026 0.569587 0.52868694] [ 0.6682443 0.65067366 0.37936076 0.68991721 0.52971718] [ 0.34953458 0.52085137 0.4464571 0.71084131 0.48944567] [ 0.46442813 0.55294343 0.52679383 0.4659309 0.45771293] [ 0.34092916 0.54209832 0.5487178 0.65707969 0.60650403] [ 0.42910889 0.53970772 0.36533778 0.50764902 0.41376043] [ 0.79372253 0.26759639 0.55819373 0.29444487 0.49829759] [ 0.52532423 0.56762375 0.55181278 0.57282028 0.40767824] [ 0.62523242 0.53783401 0.37488049 0.2621364 0.38668533] [ 0.75961148 0.57943354 0.41249862 0.31909805 0.50595109] [ 0.67285219 0.41302815 0.62785327 0.48569201 0.34650715] [ 0.61566875 0.49289595 0.32630287 0.42991599 0.40659187] [ 0.70437201 0.46045337 0.43879721 0.28620527 0.37997478] [ 0.35144373 0.65130951 0.33389844 0.62059957 0.56079616] [ 0.41150543 0.4525334 0.61557642 0.7315552 0.45660197] [ 0.65293197 0.34262862 0.65507369 0.49152849 0.44498846] [ 0.58042465 0.31808488 0.51196895 0.5579885 0.41850971] [ 0.28058556 0.58240945 0.4946934 0.8582264 0.51830092] [ 0.77477111 0.33483594 0.54650521 0.36615276 0.41541717] [ 0.45194482 0.68204562 0.36926932 0.69711698 0.47374689] [ 0.85530866 0.39487856 0.54720364 0.32240368 0.30611616] [ 0.59577723 0.43818267 0.46904162 0.43682088 0.41256488] [ 0.39565432 0.41529754 0.38868641 0.49126216 0.62402078] [ 0.71874604 0.54264289 0.60288003 0.50729171 0.37416994] [ 0.42488611 0.47930576 0.46152429 0.36476861 0.61190597] [ 0.45560749 0.38562411 0.57054659 0.68332167 0.55499476] [ 0.41116543 0.54953131 0.36702815 0.52437488 0.4980774 ] [ 0.45684765 0.67062611 0.33457122 0.61138866 0.51347738] [ 0.50600929 0.47979315 0.49461628 0.44341951 0.41666451] [ 0.32580399 0.52884278 0.61820704 0.76288293 0.58413226] [ 0.40374548 0.54179637 0.52490444 0.80104447 0.47247949] [ 0.76557675 0.5464967 0.60224822 0.47997942 0.38840923] [ 0.73954079 0.46390879 0.56465548 0.61632767 0.3989202 ] [ 0.78662709 0.4467473 0.56323571 0.3156045 0.40363284] [ 0.50747347 0.38031239 0.56604249 0.7304295 0.51720179] [ 0.2947212 0.58953613 0.4591965 0.86411588 0.57404882] [ 0.56601763 0.50937434 0.58077059 0.57960654 0.42206791] [ 0.73012467 0.42136513 0.35875711 0.45614625 0.51893012] Progress: 39.1% ... Training loss: 0.533 ... Validation loss: 0.888[ 0.85794232 0.40973847 0.51389178 0.20159784 0.33547069] [ 0.66823517 0.65075262 0.37931621 0.68982535 0.52977416] [ 0.43661643 0.52675175 0.60752435 0.64039445 0.36153692] [ 0.51264892 0.51332743 0.43938393 0.39087691 0.5383106 ] [ 0.60681403 0.51679218 0.49609713 0.45575548 0.60615383] [ 0.63979652 0.4892716 0.53276311 0.70232342 0.38456702] [ 0.35745508 0.5824892 0.50582244 0.66124236 0.54794819] [ 0.53686733 0.39833735 0.61743313 0.55209503 0.471213 ] [ 0.5491397 0.62033753 0.33974749 0.64348825 0.48624484] [ 0.63447102 0.47448023 0.48775317 0.42439995 0.5569502 ] [ 0.68602098 0.5846951 0.60870166 0.35234358 0.4221807 ] [ 0.51765596 0.47138055 0.56342172 0.38063593 0.5244691 ] [ 0.60302975 0.53474584 0.44827078 0.42957233 0.46622832] [ 0.36211141 0.47079094 0.39952235 0.45291499 0.52167148] [ 0.38554539 0.53594103 0.43843006 0.51127861 0.48252397] [ 0.4650351 0.51241021 0.57493342 0.72886889 0.37454029] [ 0.54690632 0.68601275 0.33598689 0.77198024 0.55403895] [ 0.84269109 0.38521642 0.47671484 0.33957224 0.38635431] [ 0.72818397 0.49839202 0.69541051 0.50776884 0.37104967] [ 0.78774901 0.50672733 0.52325559 0.37782559 0.44645618] [ 0.12665531 0.68156627 0.41094622 0.91785267 0.59485884] [ 0.25850621 0.51644676 0.47620672 0.75688505 0.53538173] [ 0.73116474 0.33435204 0.52605416 0.41225931 0.51987845] [ 0.60856519 0.52454697 0.53951097 0.38426743 0.52975616] [ 0.4600509 0.43696469 0.58366673 0.63674782 0.39499786] [ 0.18544332 0.61735959 0.4620972 0.79920166 0.46447652] [ 0.60274754 0.60860122 0.36294336 0.49609114 0.3553271 ] [ 0.76185673 0.41474233 0.594042 0.33300049 0.42257305] [ 0.4049141 0.48757909 0.52419648 0.47186443 0.50046744] [ 0.40267134 0.59502075 0.44800263 0.71100675 0.61042738] [ 0.46582291 0.68897142 0.43007458 0.73884251 0.51854507] [ 0.67720671 0.64006315 0.43381721 0.39729991 0.41419638] [ 0.38191963 0.7069678 0.32823496 0.75056569 0.5560139 ] [ 0.27193138 0.52990636 0.59530138 0.81252729 0.52562989] [ 0.62652713 0.40308836 0.5189383 0.57625547 0.36313092] [ 0.63598912 0.55805349 0.45223171 0.32544644 0.4412816 ] [ 0.31316235 0.61977778 0.57056826 0.67779073 0.5270718 ] [ 0.33646752 0.54626972 0.52803123 0.65730613 0.50128804] [ 0.61775626 0.59773047 0.5400914 0.52416376 0.36414595] [ 0.61378292 0.5093592 0.59084816 0.64109864 0.48472865] [ 0.12577415 0.66666929 0.38803495 0.91366066 0.49779487] [ 0.84260611 0.36209191 0.61980996 0.30017488 0.41041616] [ 0.49561562 0.66098996 0.4587003 0.56601222 0.65624773] [ 0.64458556 0.51780711 0.48427199 0.40667405 0.42657243] [ 0.6293017 0.58607923 0.47369661 0.44064158 0.36154843] [ 0.67482847 0.56730763 0.52502297 0.32766824 0.53999926] [ 0.14394982 0.60083239 0.53156039 0.76786866 0.61171948] [ 0.18214223 0.61981243 0.49739777 0.89726426 0.65262862] [ 0.37581014 0.48355329 0.44074859 0.55025916 0.48276519] [ 0.54973547 0.35789461 0.59619794 0.60774938 0.4705648 ] [ 0.73478265 0.38048499 0.48259164 0.39946588 0.43544579] [ 0.36159223 0.55500947 0.40817103 0.46717649 0.58726396] [ 0.31084334 0.41508379 0.68402026 0.62566174 0.58582328] [ 0.53822512 0.50121976 0.48764878 0.48012901 0.45606437] [ 0.54685373 0.45097237 0.45369097 0.63774079 0.28369783] [ 0.50866386 0.58748794 0.43979586 0.71270333 0.58613645] [ 0.44986752 0.64716226 0.30911612 0.67806538 0.49795518] [ 0.31008417 0.61207453 0.38099415 0.64635856 0.47447285] [ 0.57487817 0.56068141 0.24855743 0.60409678 0.39310043] [ 0.3866273 0.55285334 0.38496053 0.3510771 0.43139859] [ 0.4847749 0.40542011 0.54634989 0.76464654 0.44104312] [ 0.51568844 0.51342909 0.47948503 0.59443455 0.44049002] [ 0.83828877 0.37268375 0.5231284 0.33493305 0.39284839] [ 0.16857151 0.61768396 0.44869611 0.85655799 0.62948281] [ 0.8719526 0.48773815 0.54989082 0.34445058 0.35928372] [ 0.2823094 0.69586391 0.36190956 0.79684268 0.56714134] [ 0.42047663 0.37942111 0.56581375 0.70353174 0.47549542] [ 0.64027336 0.35990313 0.44492254 0.34204608 0.3902194 ] [ 0.87320042 0.33153312 0.51200515 0.21573364 0.33943585] [ 0.77298081 0.39539447 0.66039652 0.16191067 0.48772884] [ 0.39735934 0.62740372 0.45384138 0.78773335 0.59358327] [ 0.83161268 0.52465367 0.53511254 0.30361661 0.38980646] [ 0.1685596 0.56695058 0.46300446 0.81281813 0.60582551] [ 0.5262318 0.57239455 0.32721587 0.7139637 0.56201397] [ 0.72392507 0.48484565 0.57823464 0.45424925 0.35491703] [ 0.77326885 0.36368548 0.64777823 0.34033212 0.4590665 ] [ 0.33612444 0.59383817 0.5104039 0.66929801 0.69960093] [ 0.24910811 0.54230089 0.45218707 0.74768287 0.44368762] [ 0.44103672 0.60596182 0.43583434 0.68666248 0.48690864] [ 0.47228376 0.56372587 0.46680993 0.49112539 0.6567704 ] [ 0.43937844 0.58683797 0.44992325 0.58872845 0.47187756] [ 0.59303926 0.45378232 0.44013453 0.69734672 0.31136904] [ 0.65088295 0.47137226 0.54559297 0.54183399 0.40093611] [ 0.82621484 0.4497668 0.57019369 0.31288552 0.40331454] [ 0.73300644 0.56076921 0.46462491 0.39073598 0.41753279] [ 0.65805588 0.50756491 0.54069482 0.41440109 0.36949452] [ 0.3016315 0.51462328 0.40920858 0.76055631 0.38747645] [ 0.57237627 0.48586659 0.54009064 0.49286104 0.48699065] [ 0.75048055 0.51321976 0.40067861 0.37656945 0.4326989 ] [ 0.3866273 0.55285334 0.38496053 0.3510771 0.43139859] [ 0.66617095 0.54077759 0.50983252 0.47132738 0.42636279] [ 0.19529493 0.52148181 0.50756137 0.76920188 0.5871234 ] [ 0.5246441 0.52532829 0.38306547 0.33255862 0.39139651] [ 0.18181166 0.6845148 0.51937254 0.73676059 0.62609182] [ 0.4585625 0.55394369 0.48543452 0.75368248 0.40027167] [ 0.64601407 0.46681847 0.44415021 0.31363918 0.30169249] [ 0.25774768 0.60069055 0.61113164 0.83611114 0.6686728 ] [ 0.60541091 0.54900811 0.50433961 0.60738505 0.42331164] [ 0.76955497 0.28633165 0.52154114 0.34220767 0.34441606] [ 0.56050298 0.55438415 0.4301317 0.54251033 0.3239653 ] [ 0.44859015 0.5160756 0.48247905 0.72107893 0.43684475] [ 0.14720231 0.50150226 0.4217899 0.84573888 0.63133388] [ 0.44713017 0.49151425 0.53134631 0.65416215 0.60289411] [ 0.33888492 0.62406134 0.29439801 0.7778682 0.43085623] [ 0.25621378 0.70072512 0.32594279 0.69568214 0.52139657] [ 0.68050474 0.39702598 0.48257936 0.61717285 0.33421016] [ 0.24826328 0.60793214 0.36606417 0.74764847 0.404428 ] [ 0.4969158 0.57293611 0.39213664 0.4916524 0.47023009] [ 0.14266747 0.6180802 0.46084043 0.86798476 0.48149085] [ 0.36816452 0.51527728 0.43813758 0.86315421 0.60359305] [ 0.50449454 0.53810383 0.38466616 0.58309109 0.528277 ] [ 0.60830345 0.44095871 0.4865762 0.49858437 0.41674657] [ 0.53467705 0.47755413 0.47435369 0.43225555 0.4157241 ] [ 0.58665585 0.43154845 0.56660564 0.56490392 0.39602977] [ 0.74636964 0.44281756 0.37383816 0.38954482 0.46718092] [ 0.62582743 0.40286387 0.37968099 0.60232422 0.33384508] [ 0.85794232 0.40973847 0.51389178 0.20159784 0.33547069] [ 0.58494849 0.55160704 0.37772927 0.35651089 0.37975809] [ 0.89257269 0.31297142 0.61973659 0.14693111 0.41252769] [ 0.62764489 0.53444353 0.37908022 0.63769749 0.43927873] [ 0.15159462 0.60155672 0.43305533 0.73043224 0.55808031] [ 0.35805627 0.58173681 0.36313061 0.60402113 0.37521473] [ 0.54264191 0.39647998 0.59574139 0.31837308 0.49667389] [ 0.80473308 0.45878584 0.61824199 0.40031925 0.3634243 ] [ 0.42825779 0.66236961 0.47608856 0.76228443 0.60554543] [ 0.85393113 0.43590657 0.54917376 0.17079659 0.39078482] [ 0.83660391 0.4137898 0.43140105 0.24216511 0.39632981] [ 0.37263886 0.66965471 0.49244514 0.62222139 0.49118708] Progress: 39.2% ... Training loss: 0.533 ... Validation loss: 0.887[ 0.29425105 0.5283689 0.41738781 0.72457037 0.4487451 ] [ 0.66211198 0.38914599 0.58050105 0.5174149 0.49659209] [ 0.29147824 0.5682169 0.49979912 0.77235327 0.56724448] [ 0.52363122 0.32476884 0.45330034 0.6779825 0.40049563] [ 0.40085859 0.65463304 0.40538878 0.69364411 0.37808378] [ 0.62050008 0.6045718 0.39206619 0.47765208 0.38044223] [ 0.40576234 0.4145033 0.4725592 0.64982118 0.33557523] [ 0.63782252 0.37860901 0.47818736 0.47556099 0.44073558] [ 0.76866039 0.54171131 0.45662165 0.28414189 0.50040323] [ 0.72931376 0.44386823 0.58889327 0.43095018 0.45878847] [ 0.50865187 0.43270325 0.53757831 0.41184531 0.45253319] [ 0.33570858 0.62863305 0.36170512 0.66923145 0.43428994] [ 0.64076237 0.37372624 0.50915717 0.31713071 0.47648397] [ 0.83943802 0.46087381 0.49626499 0.21278548 0.35914127] [ 0.81646036 0.45289773 0.55475884 0.3236641 0.41172473] [ 0.74700039 0.36725105 0.64658425 0.43065958 0.38375195] [ 0.37397775 0.62479043 0.56022098 0.59231138 0.3958144 ] [ 0.54396669 0.61824975 0.31444563 0.53173181 0.37766647] [ 0.71068426 0.46997279 0.40061308 0.27511345 0.34887834] [ 0.7481763 0.43169128 0.60293779 0.26399564 0.49457039] [ 0.4746639 0.59562408 0.44208853 0.69427826 0.56962062] [ 0.8420643 0.36938367 0.57056876 0.18971615 0.42030083] [ 0.30390508 0.68909852 0.51382511 0.81358314 0.57720292] [ 0.49962663 0.5961005 0.42778588 0.49413585 0.39468039] [ 0.26214575 0.6204481 0.38046131 0.77542619 0.47342052] [ 0.49186174 0.56155 0.56944653 0.54610251 0.55462881] [ 0.73015009 0.32303879 0.65343259 0.37559668 0.37071662] [ 0.37674773 0.60575785 0.44327993 0.60025643 0.47827256] [ 0.19296589 0.72194228 0.32003385 0.84443738 0.62774389] [ 0.41452419 0.56251776 0.50979637 0.60043877 0.44334835] [ 0.60723729 0.38783156 0.51622742 0.53830508 0.39851614] [ 0.43828316 0.62281566 0.5716163 0.68453061 0.52729738] [ 0.19651013 0.67360585 0.33320794 0.86051422 0.6230771 ] [ 0.83667206 0.35391606 0.64300773 0.30925466 0.36460722] [ 0.66322288 0.52050745 0.4410757 0.39230137 0.51807705] [ 0.7310673 0.45773296 0.41897151 0.39413823 0.47140969] [ 0.78698203 0.53701674 0.51802081 0.30173853 0.40398401] [ 0.32294853 0.65341388 0.32766523 0.82008145 0.66277771] [ 0.4547919 0.52140826 0.53877679 0.5733937 0.57204832] [ 0.86048695 0.37341056 0.53011259 0.16445982 0.42131448] [ 0.47649925 0.5925762 0.50455573 0.62963271 0.56330339] [ 0.72946832 0.45423442 0.48425557 0.22590377 0.38250006] [ 0.46939146 0.64221218 0.42331752 0.63515001 0.33834826] [ 0.34778983 0.6734009 0.45676573 0.67799336 0.34311901] [ 0.43512618 0.49461477 0.39976143 0.46465266 0.44675871] [ 0.22049398 0.51185109 0.5614678 0.73228386 0.55531869] [ 0.56715784 0.41109067 0.61594082 0.29435272 0.61680918] [ 0.22211079 0.52098632 0.43266336 0.77436033 0.48269372] [ 0.42680784 0.39678894 0.53325783 0.57460473 0.4514768 ] [ 0.49195029 0.51989829 0.49418079 0.61015775 0.40666585] [ 0.54618751 0.4025025 0.45176977 0.72792931 0.38039333] [ 0.46805893 0.46739829 0.62866565 0.78952992 0.51031545] [ 0.48308291 0.47181914 0.49102155 0.82009646 0.57648259] [ 0.6924171 0.3786239 0.39133867 0.38665554 0.50667572] [ 0.58392893 0.40888224 0.49837538 0.67145982 0.34395179] [ 0.28796466 0.65953744 0.29698948 0.7586912 0.53229491] [ 0.80064138 0.29525809 0.62887655 0.19071022 0.49139649] [ 0.57249455 0.43799475 0.48551872 0.69330106 0.36481491] [ 0.65134865 0.56502171 0.5327613 0.59520714 0.32697251] [ 0.63597278 0.53225609 0.48452439 0.55085042 0.54732954] [ 0.41331134 0.5794706 0.56592729 0.37772595 0.63615839] [ 0.24019313 0.65906198 0.49144765 0.63560151 0.50031116] [ 0.35041447 0.62207955 0.54684768 0.70182015 0.48408816] [ 0.76168662 0.30965508 0.58355321 0.30969745 0.50109882] [ 0.495488 0.44000613 0.62512872 0.43724983 0.60066069] [ 0.42703104 0.48016294 0.47226084 0.78152127 0.46770019] [ 0.45408049 0.49853604 0.44936251 0.74180315 0.43152016] [ 0.39423384 0.55242669 0.5671501 0.4699276 0.47581744] [ 0.18867177 0.5716046 0.39994206 0.83420591 0.46961201] [ 0.19166436 0.5194499 0.32495789 0.80551669 0.5138965 ] [ 0.73053613 0.43995576 0.46974217 0.35343104 0.37036334] [ 0.64112573 0.41620129 0.43540716 0.45586905 0.37213669] [ 0.71250681 0.36059029 0.56121881 0.50441684 0.39168604] [ 0.73336428 0.52678419 0.39155056 0.4983969 0.34095807] [ 0.32067194 0.6048518 0.43239092 0.84728149 0.44557492] [ 0.40369963 0.5756436 0.5233646 0.66659664 0.44361635] [ 0.62697425 0.60560349 0.51412445 0.55547485 0.53830148] [ 0.71373525 0.27680726 0.59853748 0.42718111 0.45295584] [ 0.56161779 0.57235564 0.36978299 0.45841386 0.4196785 ] [ 0.56528183 0.4827805 0.55723622 0.60678173 0.49421509] [ 0.72518243 0.41213954 0.53328176 0.46368757 0.36689571] [ 0.60832687 0.48948689 0.4993164 0.41696988 0.53668361] [ 0.73535722 0.40004929 0.49699248 0.24346293 0.39548946] [ 0.83338461 0.31346052 0.41548495 0.2861063 0.33712145] [ 0.66772776 0.33537054 0.58163648 0.40353112 0.45581867] [ 0.79134276 0.34849328 0.56379214 0.33345883 0.35197504] [ 0.38727939 0.58283743 0.56884481 0.65327263 0.54204476] [ 0.7498434 0.28816978 0.62027059 0.21859149 0.36899677] [ 0.46762739 0.73100242 0.38652735 0.77943717 0.51808397] [ 0.2908103 0.56834138 0.45493753 0.88276707 0.58691672] [ 0.25888723 0.56282849 0.42964127 0.74140404 0.41197992] [ 0.42511907 0.50902016 0.54996815 0.43892556 0.52795926] [ 0.7307432 0.4813111 0.38377946 0.52175549 0.32238473] [ 0.46214388 0.54012759 0.54805878 0.56314213 0.402279 ] [ 0.64056488 0.5394407 0.51236427 0.5895868 0.37184668] [ 0.42252927 0.6238048 0.50639415 0.56095181 0.50225307] [ 0.52089793 0.53571815 0.59376979 0.61794804 0.43791765] [ 0.15523147 0.63037961 0.45680668 0.90860309 0.49411966] [ 0.53376402 0.40771516 0.58162094 0.69200951 0.33943512] [ 0.86028326 0.29898483 0.67159385 0.1924901 0.3179352 ] [ 0.79633935 0.48343736 0.61888319 0.39179063 0.32540552] [ 0.82493649 0.35152474 0.5006853 0.16778696 0.27920182] [ 0.68056989 0.44642635 0.61196967 0.21205339 0.49864857] [ 0.53099049 0.42968515 0.48288584 0.71676316 0.43100616] [ 0.14690904 0.63349229 0.37406833 0.92422428 0.60230721] [ 0.69944919 0.53698857 0.44443968 0.54430978 0.47129635] [ 0.42265491 0.61367758 0.42891487 0.78410595 0.5915582 ] [ 0.80422747 0.42960251 0.40151242 0.16124381 0.26462547] [ 0.845133 0.40483852 0.54396627 0.27226223 0.39136893] [ 0.29545748 0.487923 0.42337618 0.72602252 0.54514467] [ 0.62417955 0.39738799 0.52308361 0.45537994 0.54595207] [ 0.36380258 0.58244994 0.5458178 0.77419724 0.55099417] [ 0.56789661 0.55132316 0.51997919 0.4462573 0.6057135 ] [ 0.41206717 0.48932955 0.52965806 0.70506797 0.55704622] [ 0.83410934 0.45360111 0.46971205 0.3778361 0.48771542] [ 0.42253963 0.58004258 0.37906182 0.80289992 0.62328819] [ 0.28801944 0.61857655 0.47723297 0.65200838 0.55869637] [ 0.3386669 0.47750927 0.45147248 0.71190111 0.41702382] [ 0.53633284 0.58589191 0.41581134 0.49321318 0.52483566] [ 0.89280869 0.31276085 0.6198382 0.14675369 0.41241836] [ 0.63914331 0.33697883 0.52910103 0.49976922 0.39453487] [ 0.20732035 0.66451559 0.39699604 0.88844917 0.44513012] [ 0.56613134 0.40861078 0.42026235 0.7411848 0.35863582] [ 0.65804701 0.51831135 0.40589299 0.1970453 0.34290622] [ 0.59949266 0.37016241 0.53479075 0.60654084 0.39221175] [ 0.4599324 0.47151198 0.4264586 0.74323565 0.39569792] [ 0.51377292 0.42387676 0.49132975 0.63427045 0.30532543] [ 0.63123649 0.50955235 0.48131816 0.5317129 0.48309734] Progress: 39.2% ... Training loss: 0.533 ... Validation loss: 0.889[ 0.73032538 0.42202559 0.54297298 0.63884203 0.34475027] [ 0.78020525 0.42724238 0.53433836 0.40475868 0.51664352] [ 0.14776325 0.56625031 0.42442865 0.88674264 0.56943275] [ 0.33297146 0.56709286 0.53501543 0.84260938 0.43350358] [ 0.68230308 0.4324041 0.41392335 0.317256 0.37454696] [ 0.67734026 0.52185488 0.52936862 0.40173438 0.44407407] [ 0.71508008 0.42393014 0.60292878 0.25289801 0.37191424] [ 0.62405176 0.64617747 0.40703947 0.50015223 0.41666798] [ 0.39286568 0.54481684 0.48427825 0.42650531 0.50165197] [ 0.42687773 0.53530271 0.45542906 0.63495563 0.52800585] [ 0.6424697 0.41149961 0.54286873 0.53877257 0.43368521] [ 0.69028126 0.40440884 0.61888093 0.41153357 0.39838363] [ 0.20697299 0.6663972 0.40648873 0.86456501 0.5493552 ] [ 0.53517054 0.47719316 0.5139884 0.56173543 0.4769345 ] [ 0.63159862 0.31409728 0.51416263 0.3575603 0.44897789] [ 0.60861714 0.44270417 0.60715729 0.30270451 0.53848503] [ 0.82743694 0.40934388 0.54651993 0.15493228 0.33928408] [ 0.52712487 0.60465689 0.39808268 0.50410548 0.34381424] [ 0.12539913 0.68930171 0.33353675 0.83339515 0.60438558] [ 0.25107218 0.58508198 0.45000481 0.89232008 0.61378463] [ 0.23044203 0.48557503 0.57663147 0.58476992 0.49055271] [ 0.2020308 0.62488383 0.41062043 0.69289225 0.5514596 ] [ 0.73298306 0.46291342 0.58089086 0.47737117 0.41943256] [ 0.39248571 0.43048101 0.40773349 0.78535153 0.51777973] [ 0.20527374 0.61544248 0.35891326 0.68417752 0.55620507] [ 0.33771639 0.59997269 0.42986216 0.51299134 0.56361315] [ 0.46090628 0.48572212 0.46796552 0.7468423 0.30833233] [ 0.41655725 0.61462073 0.29699193 0.64704662 0.52349193] [ 0.63713953 0.46324443 0.56235417 0.26300802 0.52085843] [ 0.75795708 0.49744896 0.48578657 0.30802781 0.37708189] [ 0.27981917 0.70349786 0.41966896 0.70784494 0.39678804] [ 0.4318967 0.59586213 0.34814557 0.74269781 0.4947526 ] [ 0.52557462 0.497795 0.47160332 0.42822205 0.56157835] [ 0.30011613 0.6475971 0.35604842 0.62217655 0.48287151] [ 0.79054755 0.54122077 0.4615115 0.33003573 0.45889932] [ 0.6035798 0.43333414 0.58616307 0.5511482 0.50537239] [ 0.39595899 0.56095734 0.38890607 0.65124446 0.50541997] [ 0.65035498 0.37173965 0.49660469 0.53855972 0.48849804] [ 0.39660203 0.58674951 0.48062801 0.74433821 0.37143342] [ 0.3629446 0.56196258 0.52476517 0.63273734 0.59544671] [ 0.65273606 0.41307926 0.51913823 0.32948393 0.42805306] [ 0.25118202 0.51924755 0.46218152 0.74221619 0.45819229] [ 0.7259226 0.52340069 0.55033472 0.44033953 0.42619231] [ 0.52275041 0.52689605 0.43044226 0.62294564 0.32363716] [ 0.61080037 0.55521685 0.44144275 0.5029452 0.55269169] [ 0.41540349 0.59472848 0.47172649 0.90112322 0.53011343] [ 0.50951991 0.50733003 0.52521575 0.43034642 0.38295524] [ 0.61100074 0.56028567 0.45035824 0.61019058 0.31552337] [ 0.65626865 0.38331102 0.70577969 0.4883262 0.35722773] [ 0.53140881 0.41769682 0.56803066 0.5612616 0.55691044] [ 0.55803365 0.5746159 0.5360393 0.46556243 0.35298068] [ 0.69497579 0.52556207 0.51698166 0.37804534 0.46110117] [ 0.49118142 0.38245428 0.4814387 0.7588589 0.45981271] [ 0.64381952 0.49920452 0.46956879 0.49623718 0.45839695] [ 0.45259909 0.54670994 0.55115152 0.66755074 0.58268622] [ 0.77352737 0.37266668 0.54491849 0.23441917 0.23366883] [ 0.36127751 0.45907478 0.48563619 0.87139758 0.57000775] [ 0.79394435 0.40143385 0.43282782 0.17769968 0.30606212] [ 0.45653536 0.49698049 0.48602761 0.46692556 0.43976591] [ 0.39248571 0.43048101 0.40773349 0.78535153 0.51777973] [ 0.64054283 0.37386438 0.50909437 0.3171939 0.47654032] [ 0.41774338 0.66184486 0.43457119 0.74404926 0.576319 ] [ 0.50869883 0.47177521 0.53820079 0.65926373 0.44631204] [ 0.58093766 0.56113055 0.3867819 0.36606356 0.36415777] [ 0.41912462 0.52387446 0.51792465 0.75103467 0.45958489] [ 0.52170235 0.57908296 0.5087562 0.49283693 0.64695537] [ 0.79378739 0.43473371 0.53935594 0.36144535 0.47580664] [ 0.46174588 0.49471257 0.4754306 0.53676866 0.46305878] [ 0.63559915 0.33538483 0.56502187 0.28845709 0.58240575] [ 0.41550122 0.47049336 0.4367394 0.50350016 0.34126689] [ 0.83590851 0.53707119 0.44899172 0.40742483 0.285642 ] [ 0.24695611 0.49361019 0.34550833 0.67919384 0.57453766] [ 0.47176922 0.50946816 0.41344742 0.38805114 0.51720287] [ 0.51611459 0.45482093 0.27921661 0.49568172 0.45741976] [ 0.20872311 0.55476216 0.47213098 0.82675249 0.46394159] [ 0.2843259 0.71346189 0.31318041 0.79685044 0.45251525] [ 0.60141971 0.35196957 0.45350356 0.62144152 0.39712061] [ 0.58232998 0.6234386 0.3163266 0.54470276 0.38576921] [ 0.2481021 0.69434127 0.40904511 0.71904831 0.47776186] [ 0.22216335 0.49690282 0.38094548 0.78533813 0.48104567] [ 0.61135102 0.55973231 0.27091326 0.35672141 0.37379156] [ 0.15730554 0.66881108 0.43426316 0.71769594 0.60061804] [ 0.35566578 0.46653518 0.58280261 0.56213731 0.5700951 ] [ 0.64290171 0.41462993 0.45988038 0.60116655 0.31485275] [ 0.74716592 0.38279401 0.50232319 0.31069463 0.39835375] [ 0.82007863 0.42866993 0.42963021 0.1960893 0.3146278 ] [ 0.34205143 0.4540955 0.52327361 0.60999532 0.5037262 ] [ 0.44449878 0.58917677 0.46348551 0.59320549 0.51356162] [ 0.61305094 0.41298046 0.48703337 0.61787589 0.32483921] [ 0.65260243 0.36556367 0.53543438 0.29271718 0.4814743 ] [ 0.58630841 0.35345793 0.54412532 0.60067301 0.31544671] [ 0.90584174 0.30594494 0.63907367 0.1515616 0.39432477] [ 0.42601987 0.41290228 0.55260176 0.7220682 0.55921257] [ 0.4456074 0.4337269 0.55767652 0.69275906 0.40983673] [ 0.27053067 0.63482823 0.51682261 0.69447204 0.59980771] [ 0.48336424 0.46935627 0.6605688 0.731963 0.44311245] [ 0.35602719 0.68741377 0.29752099 0.60149038 0.48069681] [ 0.47676125 0.46384383 0.60724181 0.74646566 0.50305279] [ 0.6948098 0.49288785 0.60909377 0.39917599 0.46937683] [ 0.38422349 0.56251244 0.26858103 0.62857276 0.50132542] [ 0.31546307 0.64791216 0.42665465 0.70503154 0.51554594] [ 0.4703239 0.56304616 0.53407966 0.51071077 0.49734787] [ 0.69937609 0.46159623 0.60459135 0.37798371 0.36769536] [ 0.39622157 0.49471492 0.50891464 0.53070841 0.52745036] [ 0.55509381 0.47987377 0.50802049 0.39010946 0.58962783] [ 0.60827663 0.38987422 0.36818106 0.36791051 0.35732768] [ 0.54072718 0.32598641 0.6747267 0.61251034 0.48172443] [ 0.44202904 0.52619122 0.46306992 0.46009585 0.4534647 ] [ 0.70176167 0.58732781 0.51075365 0.56691306 0.48797616] [ 0.34377912 0.49712821 0.43862683 0.66841146 0.40952543] [ 0.74099392 0.53420624 0.38812406 0.32301153 0.41238925] [ 0.26440874 0.63741763 0.40088392 0.65432926 0.52342849] [ 0.68180657 0.55644139 0.48203267 0.43987789 0.3585405 ] [ 0.78201129 0.36991396 0.62524534 0.3789173 0.39312582] [ 0.41774338 0.66184486 0.43457119 0.74404926 0.576319 ] [ 0.75807847 0.60303856 0.33856526 0.55535328 0.32523098] [ 0.39646943 0.57443547 0.51255659 0.63566917 0.42638286] [ 0.26625096 0.6361029 0.49973184 0.61152938 0.48911674] [ 0.75071488 0.49018284 0.42832219 0.39175892 0.38333333] [ 0.40227808 0.52185869 0.51743611 0.53933215 0.53072258] [ 0.30515522 0.53705851 0.39360881 0.84755773 0.458923 ] [ 0.51659516 0.5595226 0.49232073 0.48634177 0.57053383] [ 0.44019096 0.60978961 0.36337783 0.50077935 0.41666483] [ 0.87858481 0.2756856 0.61097091 0.17048235 0.36824414] [ 0.50116998 0.57563611 0.48704463 0.4703274 0.43545806] [ 0.74006946 0.44948178 0.48776019 0.18979415 0.45679904] [ 0.71501203 0.32362388 0.66577717 0.38553088 0.31600412] [ 0.18367517 0.53001658 0.46503085 0.85185437 0.5384303 ] Progress: 39.3% ... Training loss: 0.533 ... Validation loss: 0.889[ 0.50504221 0.45588411 0.34403005 0.51628228 0.42176515] [ 0.34650377 0.52147751 0.49292019 0.49526666 0.60517041] [ 0.37325214 0.4254948 0.47903269 0.78308398 0.46477717] [ 0.79129634 0.334752 0.57480753 0.26925985 0.46620079] [ 0.58906364 0.50656145 0.432655 0.60713723 0.56870702] [ 0.60078262 0.54861205 0.59321945 0.28904055 0.56612314] [ 0.32235809 0.68165132 0.33645776 0.76302413 0.40508155] [ 0.34036132 0.57002195 0.39810031 0.71754996 0.42051581] [ 0.71090342 0.58281183 0.558855 0.32939735 0.5431688 ] [ 0.50604454 0.40325048 0.41343221 0.54518328 0.57445023] [ 0.27364027 0.56521688 0.48913525 0.87050014 0.49742204] [ 0.68634263 0.41446618 0.63326966 0.48532435 0.43700873] [ 0.36509776 0.54342441 0.49216106 0.83695284 0.55583066] [ 0.4028076 0.50639909 0.38182925 0.55706861 0.45013 ] [ 0.16268185 0.48607627 0.40314014 0.88080344 0.58428328] [ 0.37436433 0.62476094 0.56022895 0.59201355 0.39581582] [ 0.7403676 0.3336758 0.462554 0.36123014 0.49474396] [ 0.28198955 0.57276015 0.37247255 0.81985952 0.47237062] [ 0.58205309 0.52030126 0.41078145 0.55830327 0.41654343] [ 0.60152675 0.57217575 0.49835219 0.47253152 0.47488796] [ 0.33901856 0.57876927 0.40675504 0.64894193 0.41647042] [ 0.52912547 0.42797215 0.5392306 0.75759378 0.48718614] [ 0.51870178 0.47712447 0.51185095 0.58692458 0.30180271] [ 0.85731267 0.37246662 0.56525472 0.15024463 0.43190691] [ 0.62252027 0.35444036 0.52897264 0.31254207 0.44518247] [ 0.47678793 0.48801082 0.40875469 0.51271519 0.40280533] [ 0.66160618 0.60088893 0.42045858 0.41468432 0.55178684] [ 0.57849934 0.47767872 0.57701519 0.4697592 0.47642367] [ 0.23804075 0.69581188 0.33175589 0.83500346 0.57013439] [ 0.89470852 0.4325649 0.51539768 0.24385034 0.37003576] [ 0.57550842 0.44208127 0.44317146 0.24581852 0.46021459] [ 0.3997284 0.51740848 0.47677712 0.5802393 0.50785334] [ 0.51798676 0.40903646 0.49662899 0.53084429 0.41322898] [ 0.44473776 0.49986511 0.49870587 0.73994473 0.48448098] [ 0.5732454 0.53965998 0.42047356 0.60552806 0.50634048] [ 0.63313576 0.55974451 0.35765054 0.60041531 0.38048511] [ 0.5711084 0.51257016 0.43611056 0.48107134 0.48167209] [ 0.77535596 0.47571974 0.49086962 0.32553889 0.34296335] [ 0.63739534 0.34846943 0.4291061 0.47583955 0.4108911 ] [ 0.68847437 0.57040541 0.50207018 0.40041433 0.48210919] [ 0.33508271 0.59219315 0.38311062 0.74533792 0.41559591] [ 0.71785198 0.39665252 0.52139181 0.25094918 0.43934574] [ 0.72216717 0.4555403 0.59465527 0.27256615 0.55051766] [ 0.55954773 0.55493716 0.42990776 0.54292244 0.32414614] [ 0.60113769 0.43032793 0.4940831 0.60055416 0.48741944] [ 0.43651454 0.47880419 0.44954901 0.48283784 0.48150882] [ 0.77921442 0.49761361 0.54805249 0.34795313 0.33132292] [ 0.13756681 0.51559735 0.37742567 0.90761655 0.54212976] [ 0.70721533 0.49235672 0.54011363 0.35036575 0.53599086] [ 0.41338263 0.64767279 0.47634084 0.62667694 0.31878553] [ 0.3065563 0.44822257 0.44844509 0.85577324 0.58789872] [ 0.61890036 0.35431379 0.63079815 0.25446186 0.43314616] [ 0.29250429 0.53263506 0.56586141 0.74902701 0.53566469] [ 0.43795226 0.45315215 0.4597044 0.65984277 0.50896282] [ 0.3168263 0.56620451 0.4317217 0.7650207 0.55719102] [ 0.30737241 0.55703029 0.52469031 0.79855077 0.50949191] [ 0.58131907 0.48031039 0.40455939 0.36424872 0.48951161] [ 0.62537903 0.45225906 0.49951798 0.50625979 0.46278094] [ 0.66115909 0.60626248 0.46678628 0.45044582 0.43037179] [ 0.72866765 0.45085926 0.57571974 0.32276944 0.40163899] [ 0.15389688 0.73390732 0.34061088 0.76938423 0.54185896] [ 0.58067905 0.58867874 0.41090112 0.33953237 0.323385 ] [ 0.72569466 0.47977096 0.53746456 0.20851807 0.54942227] [ 0.86773347 0.31609782 0.60869242 0.15006561 0.40708449] [ 0.64552108 0.47181666 0.53820839 0.25109226 0.51498664] [ 0.19249108 0.71148953 0.33160526 0.74197929 0.53472486] [ 0.75299089 0.51252338 0.32946403 0.46602641 0.3148424 ] [ 0.3685745 0.53780217 0.41415285 0.75520862 0.35049296] [ 0.85082667 0.36968331 0.42114129 0.30593176 0.39071443] [ 0.87084969 0.42208719 0.56336047 0.29904322 0.3149156 ] [ 0.81379735 0.33337569 0.51929962 0.37666335 0.46204458] [ 0.35307319 0.52221872 0.44497903 0.58343796 0.62879458] [ 0.21844778 0.72524185 0.50033306 0.75119804 0.5824715 ] [ 0.76472757 0.48173226 0.50606534 0.25957194 0.36551206] [ 0.75522713 0.53915763 0.4990884 0.34726052 0.32636794] [ 0.62192881 0.54035084 0.40043095 0.6750927 0.51901756] [ 0.34847276 0.55129657 0.44265954 0.6984403 0.36054964] [ 0.18411631 0.57287447 0.34829903 0.77824536 0.49183295] [ 0.14051773 0.683606 0.45650579 0.84325919 0.62793768] [ 0.79533999 0.37653952 0.43409188 0.24196056 0.33841109] [ 0.14927636 0.54543133 0.45063294 0.87217596 0.56683577] [ 0.5668892 0.52943008 0.45725647 0.38129642 0.47834987] [ 0.54270947 0.38112779 0.51145915 0.32900567 0.59907474] [ 0.33565607 0.57393492 0.60064683 0.83711068 0.48367006] [ 0.55762464 0.44465104 0.58335248 0.71429072 0.41943627] [ 0.65163591 0.47014767 0.47548319 0.47489605 0.52370094] [ 0.30827371 0.57824074 0.52681967 0.82860273 0.63136769] [ 0.58878711 0.61042536 0.4269486 0.49770123 0.45106864] [ 0.64211013 0.55221207 0.43791742 0.51435875 0.35768928] [ 0.38902316 0.44033732 0.56625543 0.77926791 0.53071936] [ 0.54960159 0.54219733 0.51874027 0.51106352 0.40101752] [ 0.15231868 0.66104904 0.34236533 0.83394056 0.46778757] [ 0.35195901 0.60060823 0.53331578 0.815739 0.50111326] [ 0.46092434 0.62852551 0.38456628 0.64479813 0.4086967 ] [ 0.34056848 0.52078126 0.42508434 0.73970595 0.46407513] [ 0.71121445 0.53921571 0.57922976 0.38802153 0.45426335] [ 0.66350914 0.41799257 0.50507712 0.34410588 0.30526013] [ 0.36883129 0.54978382 0.44514602 0.75890544 0.44879003] [ 0.78668331 0.61274292 0.44404271 0.44606787 0.45806466] [ 0.21156036 0.58036156 0.46547313 0.79387641 0.5073074 ] [ 0.50875021 0.38191472 0.45086027 0.28523365 0.43665697] [ 0.15265586 0.5891849 0.58313486 0.84016767 0.55069272] [ 0.69911159 0.36485192 0.43628308 0.41141606 0.33686831] [ 0.53745295 0.4390557 0.6023494 0.74013612 0.47023983] [ 0.43101433 0.51244674 0.4645581 0.59855933 0.41603979] [ 0.73082779 0.47993517 0.57964013 0.28807133 0.44517549] [ 0.58409247 0.51400254 0.43808266 0.43735698 0.44967665] [ 0.51694677 0.47871509 0.52993561 0.77249417 0.44441101] [ 0.53781175 0.55761981 0.43417638 0.44406548 0.52773692] [ 0.83478564 0.48624938 0.49799176 0.28527018 0.41506135] [ 0.41768102 0.34015182 0.50712742 0.69406971 0.4592846 ] [ 0.32656032 0.52835911 0.5320625 0.68228144 0.59712961] [ 0.22790781 0.65276717 0.49638849 0.85798171 0.6352363 ] [ 0.50581458 0.58393417 0.45495891 0.44552381 0.64722355] [ 0.54403582 0.46461746 0.51360102 0.45400067 0.50385109] [ 0.25412635 0.58419711 0.51243233 0.78475459 0.61028578] [ 0.43186891 0.50358404 0.50974324 0.55208443 0.42135507] [ 0.59497668 0.51088123 0.40767931 0.39158503 0.30105212] [ 0.57258553 0.37093156 0.61607564 0.49205507 0.39000622] [ 0.54371775 0.65784457 0.47348685 0.5814 0.47769688] [ 0.4534295 0.47425717 0.43579107 0.42082717 0.43933848] [ 0.33744105 0.65241818 0.47697228 0.72779894 0.42993127] [ 0.66015141 0.34286474 0.52833011 0.39494165 0.47479556] [ 0.35315564 0.48566882 0.65685473 0.66819647 0.49079587] [ 0.20427588 0.60848606 0.43505711 0.5684872 0.57900962] [ 0.28011923 0.58276779 0.46231672 0.85071373 0.66737945] [ 0.68837046 0.44563277 0.52591805 0.6748816 0.41986566] [ 0.42568757 0.54506965 0.4604221 0.67000948 0.54186717] Progress: 39.4% ... Training loss: 0.532 ... Validation loss: 0.891[ 0.39783769 0.54705767 0.39882563 0.68349061 0.35320134] [ 0.66060831 0.51623851 0.45913023 0.62850889 0.43746445] [ 0.63935391 0.47066845 0.57841827 0.32285912 0.46634892] [ 0.3840126 0.65770021 0.41140381 0.65620163 0.41339218] [ 0.45386982 0.51521826 0.39200445 0.64102434 0.51107555] [ 0.71134746 0.44524608 0.54694766 0.31864912 0.35324798] [ 0.72450993 0.41835475 0.47166189 0.27947153 0.44741684] [ 0.34377242 0.68352045 0.42817356 0.72215978 0.54345485] [ 0.35741328 0.57682817 0.49767399 0.51839611 0.54052998] [ 0.79188936 0.44486666 0.5195359 0.35778843 0.28085879] [ 0.35468999 0.57723512 0.35345795 0.64478034 0.49526758] [ 0.61375764 0.50935739 0.5908403 0.64105535 0.48473627] [ 0.21813274 0.5292779 0.42851091 0.86925468 0.55270898] [ 0.82708209 0.37863206 0.36503763 0.38799757 0.33439342] [ 0.73488303 0.47344897 0.61756475 0.27559227 0.43918949] [ 0.52003511 0.4815708 0.44541113 0.56930636 0.5410053 ] [ 0.77202299 0.46741737 0.52203122 0.23024614 0.38833906] [ 0.39563388 0.57546452 0.40932487 0.6648334 0.54935763] [ 0.87343144 0.34997893 0.61388223 0.27278313 0.3770186 ] [ 0.80421128 0.32886012 0.58095723 0.17375898 0.45007445] [ 0.66342319 0.37670509 0.59332092 0.37526266 0.35008454] [ 0.24565839 0.59319598 0.48137685 0.65065195 0.57335382] [ 0.1341945 0.67752982 0.39086429 0.64229631 0.55201117] [ 0.6394481 0.29458327 0.47353039 0.41698755 0.57580091] [ 0.55939434 0.61389546 0.42745567 0.538238 0.34203574] [ 0.51842765 0.56103043 0.44798762 0.69018603 0.41535301] [ 0.54535112 0.36568427 0.42937905 0.46097978 0.4344278 ] [ 0.4785568 0.50009107 0.60176088 0.6099157 0.60482857] [ 0.81284961 0.40448651 0.35388713 0.46174547 0.46087454] [ 0.44567779 0.42085789 0.50003156 0.75992059 0.5790327 ] [ 0.48657716 0.56641807 0.36870218 0.6156139 0.60951469] [ 0.51610393 0.41650093 0.57614169 0.75568068 0.53317677] [ 0.42549687 0.54885128 0.51698954 0.8059658 0.55799362] [ 0.25057238 0.54171207 0.45239906 0.74710366 0.44352772] [ 0.39869936 0.64748338 0.31308788 0.67449773 0.52501078] [ 0.5369332 0.61797127 0.31062694 0.54912771 0.40951991] [ 0.76194509 0.51047508 0.5034063 0.551715 0.34869642] [ 0.13061463 0.5789679 0.45312477 0.80891654 0.57182903] [ 0.55882372 0.53489721 0.54140141 0.38529386 0.36768286] [ 0.26871994 0.52505528 0.43323405 0.81398493 0.43575005] [ 0.62788269 0.42234945 0.54219356 0.48063142 0.48582634] [ 0.25403656 0.710865 0.29682378 0.74871351 0.56075157] [ 0.35638714 0.52508451 0.6062973 0.78171678 0.53369749] [ 0.25020163 0.45029779 0.52562218 0.67226021 0.48667376] [ 0.46928706 0.69021293 0.31157402 0.77097722 0.31611195] [ 0.7635373 0.43753721 0.51071915 0.36614722 0.40181526] [ 0.65765577 0.43393904 0.3382309 0.47944843 0.47129701] [ 0.34893166 0.55110199 0.44273006 0.69829736 0.36048888] [ 0.36563429 0.69956327 0.26417671 0.78853865 0.49443763] [ 0.44372452 0.5861982 0.52773562 0.65388358 0.42777586] [ 0.26098129 0.65796585 0.42429046 0.8113712 0.52877798] [ 0.6186523 0.43596142 0.5370596 0.34023858 0.48499979] [ 0.68174727 0.39340164 0.67878733 0.45604317 0.41839937] [ 0.53445469 0.5700235 0.28983284 0.61725094 0.47431383] [ 0.68683188 0.39160665 0.63813824 0.48258307 0.41768826] [ 0.84139282 0.40227244 0.55447919 0.27579797 0.35078698] [ 0.66667278 0.53813698 0.37913419 0.40996674 0.38053766] [ 0.51823511 0.58095621 0.35931293 0.60319537 0.38002064] [ 0.43143211 0.46500974 0.44175 0.48001568 0.5336856 ] [ 0.32077381 0.52371731 0.44989145 0.73869806 0.50574694] [ 0.69305471 0.55621366 0.27539375 0.4917408 0.38103262] [ 0.63051036 0.57722302 0.41586349 0.41538413 0.34898774] [ 0.16412388 0.62531454 0.39846581 0.89346801 0.4435021 ] [ 0.79061169 0.34396687 0.59362724 0.25239335 0.45337369] [ 0.51950743 0.48161404 0.44871731 0.62749755 0.38910045] [ 0.36334929 0.59345187 0.37911717 0.7856577 0.52528571] [ 0.17674144 0.59300469 0.52085028 0.8181216 0.56372928] [ 0.54610162 0.42864232 0.5360306 0.43181941 0.34475467] [ 0.82533989 0.39569321 0.50474615 0.11599604 0.31302046] [ 0.56775979 0.58279351 0.47333945 0.51398859 0.46066534] [ 0.78857061 0.50629173 0.52341978 0.37712113 0.44632457] [ 0.65003543 0.45150317 0.550387 0.33476847 0.37561561] [ 0.74093119 0.37982035 0.51457129 0.22024045 0.45018493] [ 0.37125305 0.54503533 0.37323448 0.61423908 0.43766567] [ 0.44326961 0.61580651 0.32050443 0.67808692 0.42720018] [ 0.33417458 0.56667934 0.53516313 0.84223535 0.43339874] [ 0.40519047 0.50857262 0.44821255 0.53265122 0.60805376] [ 0.63709237 0.55554986 0.69277048 0.36724856 0.43292497] [ 0.82974556 0.33661863 0.55537026 0.2450467 0.40721894] [ 0.37311165 0.64646158 0.36181395 0.82737922 0.43056863] [ 0.33626552 0.57364961 0.60075366 0.83695052 0.48357299] [ 0.50669859 0.47284745 0.481202 0.73325859 0.37530191] [ 0.44794497 0.68556984 0.40149805 0.72824797 0.53106436] [ 0.87930406 0.30970285 0.60642834 0.17031083 0.37910036] [ 0.860403 0.37360942 0.5300301 0.16448754 0.42136399] [ 0.32516629 0.51842744 0.46279347 0.76598368 0.46817485] [ 0.55001732 0.46450442 0.58191777 0.59343679 0.47784774] [ 0.23922547 0.69819175 0.47901756 0.82021907 0.56071475] [ 0.33527642 0.51688139 0.43983264 0.72318781 0.62115153] [ 0.4929941 0.68991674 0.29177505 0.51057951 0.43953795] [ 0.80896811 0.49816964 0.34879016 0.46015916 0.25798233] [ 0.62358199 0.3832398 0.49617972 0.33671966 0.54261351] [ 0.43895049 0.62226414 0.45428235 0.49345068 0.32320139] [ 0.59031677 0.5627667 0.37916369 0.38699544 0.35214327] [ 0.44330144 0.51965744 0.55802581 0.76310735 0.39306867] [ 0.79850174 0.45407367 0.5660633 0.46446893 0.41463227] [ 0.65160671 0.44587429 0.35295879 0.23278558 0.36732705] [ 0.81037893 0.5314581 0.43585435 0.33418675 0.40484131] [ 0.88753551 0.39088385 0.54520703 0.22074651 0.2816674 ] [ 0.56503384 0.52753119 0.34885672 0.51283648 0.42410517] [ 0.12105399 0.60028299 0.48495143 0.83428388 0.55377595] [ 0.86764601 0.37918632 0.56028737 0.25457955 0.42052266] [ 0.34446321 0.4167546 0.5350923 0.73664423 0.45271008] [ 0.40191543 0.50327498 0.42545871 0.48559206 0.51797301] [ 0.79880491 0.24301721 0.58369273 0.25043136 0.4156192 ] [ 0.5693783 0.55072989 0.52020753 0.44552478 0.60551605] [ 0.47035724 0.56403266 0.58096523 0.59632075 0.39722922] [ 0.22022696 0.70705193 0.28146268 0.85346513 0.61857918] [ 0.43453072 0.5823395 0.51885144 0.59960469 0.54904768] [ 0.53502049 0.434442 0.59627483 0.63658537 0.51353583] [ 0.23099175 0.44002414 0.4930375 0.92620481 0.62786916] [ 0.21270026 0.75641314 0.34922874 0.82917691 0.5889688 ] [ 0.81001047 0.42542317 0.46905146 0.12527697 0.33631273] [ 0.31470738 0.68801853 0.39512772 0.70771408 0.57671273] [ 0.53553404 0.40612858 0.53066789 0.73683725 0.42431026] [ 0.83420775 0.45349082 0.4697499 0.37760378 0.4876619 ] [ 0.62969784 0.56699144 0.45985123 0.58924434 0.33921923] [ 0.38906187 0.53050746 0.57625923 0.74925788 0.51216659] [ 0.66736748 0.41585667 0.49619168 0.44372196 0.58268642] [ 0.89258827 0.39780136 0.53227764 0.17858981 0.28203328] [ 0.39903654 0.54043937 0.59630429 0.73912062 0.43150647] [ 0.49639426 0.4432528 0.56827008 0.67946277 0.46490682] [ 0.46187489 0.36943984 0.58893009 0.37631334 0.56965864] [ 0.48448628 0.45063903 0.57726261 0.3952533 0.5297603 ] [ 0.74373675 0.41207627 0.63311498 0.3571485 0.43315946] [ 0.23582406 0.48148487 0.42709431 0.84766446 0.55130876] [ 0.26923711 0.72603209 0.43440261 0.82152134 0.51340104] [ 0.83581433 0.41439772 0.4311618 0.2424893 0.39651109] Progress: 39.4% ... Training loss: 0.532 ... Validation loss: 0.888[ 0.78663398 0.396507 0.59311586 0.27810313 0.53800202] [ 0.3541413 0.54612842 0.61491934 0.42485961 0.60311205] [ 0.43589696 0.43587799 0.46970599 0.54373829 0.42097632] [ 0.48339835 0.3888905 0.59761184 0.74048812 0.53077285] [ 0.36917764 0.61625119 0.36333401 0.57198967 0.41084963] [ 0.68360792 0.58452303 0.50634199 0.53469852 0.47599579] [ 0.72096041 0.37313723 0.49022445 0.31631292 0.41626511] [ 0.71831203 0.48989025 0.30984752 0.34845763 0.37706719] [ 0.75819161 0.46382033 0.50461566 0.26679808 0.28394912] [ 0.40720142 0.63434773 0.42398363 0.53078502 0.36096134] [ 0.55241832 0.48108328 0.41391286 0.63200562 0.32807908] [ 0.3580023 0.50173914 0.40549829 0.71181584 0.45525299] [ 0.74350044 0.37601227 0.52574301 0.36252318 0.32207102] [ 0.50831987 0.46789704 0.60773311 0.64454216 0.34365412] [ 0.73386473 0.3331685 0.58370484 0.47840759 0.3850757 ] [ 0.44025726 0.60764056 0.40728425 0.54402928 0.56582705] [ 0.57895042 0.58490887 0.38343689 0.5238137 0.42381859] [ 0.74390536 0.52063063 0.35640202 0.64261171 0.40509502] [ 0.18572249 0.46045521 0.44826961 0.6417027 0.623424 ] [ 0.90131858 0.2589573 0.5905385 0.1423597 0.38094839] [ 0.68127815 0.46675534 0.55758683 0.3603464 0.51027499] [ 0.53833048 0.62344391 0.35641275 0.54544316 0.36469487] [ 0.4249553 0.48385465 0.52409437 0.46494816 0.51124934] [ 0.73274819 0.36262431 0.6697187 0.25845981 0.49775934] [ 0.56032619 0.47633845 0.49508404 0.55857133 0.51934757] [ 0.55127685 0.56200107 0.46757708 0.74770967 0.35885374] [ 0.68167559 0.4110341 0.62014954 0.44516447 0.42271782] [ 0.85289009 0.47192952 0.54482499 0.2511331 0.37438732] [ 0.61792938 0.42400229 0.63270197 0.19759118 0.54335035] [ 0.4217947 0.53894979 0.35759751 0.65052134 0.54562795] [ 0.67465768 0.33672057 0.64634223 0.53989202 0.32419683] [ 0.52075339 0.48096786 0.51968331 0.54931591 0.44168586] [ 0.36490558 0.65017578 0.44399864 0.72398973 0.4945841 ] [ 0.52580088 0.31574396 0.4680259 0.49035862 0.48206764] [ 0.72162135 0.27558475 0.5509083 0.30680466 0.45506693] [ 0.71723948 0.54789369 0.23507563 0.56065816 0.36901577] [ 0.27172128 0.65781781 0.37906483 0.7692961 0.50808592] [ 0.15931547 0.54426397 0.48879177 0.77726418 0.65844222] [ 0.4407617 0.46759954 0.5501959 0.72628084 0.3502471 ] [ 0.34968884 0.51037002 0.52541507 0.70451393 0.40862329] [ 0.1712506 0.67065095 0.51639117 0.81025046 0.67228123] [ 0.55377405 0.47559285 0.49126474 0.63860655 0.46956326] [ 0.59969129 0.60133381 0.51984454 0.45462583 0.39480234] [ 0.40668371 0.49277905 0.34453537 0.74129769 0.38511025] [ 0.55973302 0.55494394 0.42988051 0.54290491 0.32416554] [ 0.31805502 0.54526121 0.50345816 0.70693526 0.48188392] [ 0.21208129 0.65471271 0.32419036 0.84480286 0.43208317] [ 0.74569039 0.42853043 0.5387637 0.35294582 0.41079941] [ 0.66004374 0.48210591 0.57835547 0.40151092 0.47016773] [ 0.38819432 0.52689176 0.37595403 0.76767977 0.37901811] [ 0.39962608 0.48400089 0.51632248 0.51594683 0.55325199] [ 0.49407111 0.56612427 0.46804183 0.3888204 0.51000737] [ 0.32523815 0.55964861 0.55172299 0.72512165 0.6252241 ] [ 0.23080746 0.61716894 0.36749764 0.8657602 0.52590759] [ 0.32912889 0.57691008 0.54414329 0.64843419 0.52077842] [ 0.82474674 0.46822878 0.57618245 0.33003986 0.40987306] [ 0.73847107 0.53594958 0.51156191 0.46842032 0.42364967] [ 0.40817669 0.62638171 0.37254689 0.61419055 0.46309856] [ 0.66283414 0.43592333 0.46443741 0.35977395 0.41114279] [ 0.733021 0.4014354 0.49639336 0.24450658 0.39596955] [ 0.69519246 0.46367189 0.4731645 0.31498718 0.51670604] [ 0.40128299 0.48955603 0.5128669 0.5378538 0.52041401] [ 0.59515668 0.47430816 0.55767268 0.45962689 0.47805272] [ 0.42929875 0.42475751 0.53847389 0.52613413 0.56127585] [ 0.45159056 0.4884559 0.45948199 0.59605567 0.46712248] [ 0.60418824 0.44812959 0.61851751 0.35818565 0.49989693] [ 0.3157259 0.63607717 0.40077375 0.50572301 0.42597918] [ 0.50946318 0.62136462 0.46016728 0.73556909 0.44708994] [ 0.7253137 0.48896813 0.58373974 0.51490694 0.42053042] [ 0.16353026 0.49772875 0.60870401 0.87097001 0.69985774] [ 0.57303171 0.45599981 0.4597886 0.65890264 0.50901772] [ 0.33189492 0.58355603 0.47641526 0.78291078 0.47389883] [ 0.57764085 0.66606329 0.30141551 0.54189233 0.3511282 ] [ 0.63586162 0.50806948 0.39699103 0.37170576 0.38086212] [ 0.58949463 0.3091425 0.44828187 0.46365678 0.48761689] [ 0.63072041 0.3482248 0.44919592 0.52607951 0.32944186] [ 0.4635914 0.5586071 0.48580417 0.53479378 0.38537834] [ 0.74180727 0.38837217 0.58782815 0.24343631 0.39973227] [ 0.47979644 0.45136399 0.56242487 0.4022347 0.5507025 ] [ 0.39231077 0.46367381 0.49182149 0.78212392 0.47106853] [ 0.8089006 0.35981664 0.65145316 0.19200235 0.49836807] [ 0.30879203 0.53187965 0.49365828 0.72593071 0.4345518 ] [ 0.29334339 0.61402675 0.35047931 0.79452544 0.4317442 ] [ 0.33919157 0.70631942 0.38726446 0.7843103 0.45290076] [ 0.68740669 0.50758908 0.5636694 0.24049268 0.57104996] [ 0.88151459 0.46294269 0.56283416 0.33583344 0.37546399] [ 0.77897275 0.30631773 0.64253195 0.1828455 0.38159678] [ 0.74077807 0.54498922 0.5755245 0.41664529 0.5422375 ] [ 0.64859076 0.46316334 0.54404504 0.39708174 0.5289324 ] [ 0.36904056 0.68362403 0.40040755 0.77387078 0.51407876] [ 0.6970141 0.34371114 0.49368121 0.32171659 0.43413029] [ 0.29025676 0.46231673 0.49187584 0.8549049 0.49732238] [ 0.37934413 0.56231088 0.42669064 0.70661479 0.50248557] [ 0.55702078 0.44181817 0.58466226 0.38209906 0.36059627] [ 0.27297465 0.65348207 0.39537045 0.73474678 0.53358187] [ 0.41512935 0.41261002 0.43319604 0.54557269 0.39955537] [ 0.71295577 0.56992743 0.55856542 0.47024295 0.47306608] [ 0.2080295 0.50148285 0.51000898 0.80837164 0.52840598] [ 0.25303391 0.53504862 0.46228561 0.87702258 0.62969155] [ 0.71326633 0.53931518 0.60760751 0.42511347 0.41865905] [ 0.53427063 0.51199478 0.5023145 0.77836258 0.3942136 ] [ 0.44601799 0.52924572 0.41081024 0.50010612 0.44795026] [ 0.71526308 0.38601078 0.54802172 0.43844165 0.34778433] [ 0.81722671 0.34419758 0.36653105 0.44905887 0.43937327] [ 0.78197308 0.55321577 0.5594174 0.40310581 0.42133235] [ 0.42462795 0.61324393 0.31686912 0.72930259 0.55916783] [ 0.58881854 0.36544945 0.61130355 0.23220398 0.46639785] [ 0.19268338 0.51884851 0.32513771 0.8050529 0.51372978] [ 0.79768668 0.54079112 0.31547586 0.47408933 0.31339769] [ 0.33669996 0.62843989 0.36174242 0.66881409 0.43427962] [ 0.78328403 0.53138247 0.42835548 0.4336094 0.37654963] [ 0.41360476 0.54210076 0.57900046 0.75194056 0.54304076] [ 0.67579035 0.35062821 0.49852254 0.58685977 0.304062 ] [ 0.64128741 0.53812549 0.50707204 0.5050545 0.53664472] [ 0.32519091 0.57213874 0.45539836 0.77813596 0.57157249] [ 0.65016755 0.45039742 0.51979823 0.51034476 0.38633552] [ 0.73580507 0.51607291 0.3540085 0.3187331 0.33302852] [ 0.51601163 0.60494036 0.29927283 0.62154495 0.39719791] [ 0.58206669 0.48320683 0.46056844 0.36082809 0.41393181] [ 0.33796213 0.4446734 0.65317225 0.60060899 0.40149933] [ 0.72092394 0.39689899 0.60880951 0.4096497 0.39574808] [ 0.463357 0.6528578 0.51722485 0.69127903 0.59268375] [ 0.74098697 0.56650552 0.57209028 0.46403338 0.46046996] [ 0.33299533 0.53090525 0.48910672 0.5956934 0.39280558] [ 0.61568878 0.49078655 0.3976812 0.26711692 0.3786038 ] [ 0.62356078 0.46543485 0.53428314 0.61718092 0.35108736] [ 0.58189289 0.61879431 0.56684548 0.54232173 0.49978846] [ 0.72698453 0.45921092 0.50502344 0.27387466 0.36416608] Progress: 39.5% ... Training loss: 0.532 ... Validation loss: 0.888[ 0.65991099 0.43631132 0.48721214 0.4387614 0.47227213] [ 0.19132057 0.57601452 0.41877644 0.74995521 0.62409014] [ 0.15202177 0.55915088 0.52623973 0.73057565 0.51935099] [ 0.72511264 0.48023134 0.53725249 0.20885765 0.54960584] [ 0.7834699 0.38532727 0.55171843 0.3543479 0.4786356 ] [ 0.85164615 0.39378995 0.5289774 0.23360389 0.43137485] [ 0.60250512 0.50075374 0.5229643 0.55513145 0.35553265] [ 0.55719709 0.47139695 0.51718634 0.67192418 0.38992984] [ 0.7545063 0.52904244 0.61311328 0.48615517 0.39683858] [ 0.36314983 0.47037302 0.39966742 0.45234968 0.52154978] [ 0.58380636 0.42838651 0.57700559 0.3828686 0.46126858] [ 0.64708468 0.36356447 0.50345583 0.55525651 0.30880797] [ 0.61997558 0.31797595 0.49237386 0.71936817 0.4420204 ] [ 0.84246765 0.36669033 0.60347006 0.23366464 0.43863428] [ 0.39395901 0.49662292 0.5891393 0.76313699 0.34302932] [ 0.50185796 0.44412187 0.58183234 0.6177211 0.46354792] [ 0.3400481 0.55984741 0.49255499 0.72966054 0.48123553] [ 0.2134858 0.73783271 0.30741399 0.80994924 0.49632382] [ 0.82354312 0.38507956 0.60893873 0.22141352 0.45961832] [ 0.79354037 0.35930826 0.54838308 0.23009219 0.43279419] [ 0.86676689 0.32408133 0.54059124 0.18384969 0.41580346] [ 0.24330053 0.58079124 0.48591619 0.77813454 0.54197557] [ 0.67574383 0.52062501 0.45592115 0.43609987 0.40857642] [ 0.71703858 0.5597839 0.37887267 0.49400557 0.30461439] [ 0.63742393 0.3488137 0.53066383 0.41606015 0.55319414] [ 0.42744712 0.55105393 0.32944079 0.63023243 0.47837687] [ 0.55773962 0.5206563 0.40022645 0.47848581 0.38808506] [ 0.28856621 0.66023439 0.46512017 0.58109195 0.61143966] [ 0.50086485 0.51799619 0.55327097 0.41769194 0.61445894] [ 0.81440116 0.51316463 0.58071667 0.27986273 0.4599592 ] [ 0.71990258 0.67798065 0.50839436 0.47306528 0.4416691 ] [ 0.55238613 0.52078084 0.44871526 0.60829702 0.5032553 ] [ 0.52355252 0.49243345 0.47770767 0.41185191 0.57813539] [ 0.21477045 0.71282065 0.46546398 0.76796549 0.55011326] [ 0.48617014 0.58546359 0.44686765 0.56838369 0.4877761 ] [ 0.57780457 0.49231639 0.52959555 0.34591391 0.45539988] [ 0.73083137 0.35519316 0.48118249 0.42514686 0.44222842] [ 0.39473966 0.65930888 0.4308811 0.63793983 0.41412669] [ 0.7327875 0.40240601 0.42312777 0.24568533 0.39825309] [ 0.70685389 0.45057364 0.38918413 0.43110844 0.46841309] [ 0.81612401 0.31697621 0.54158837 0.18549047 0.40899067] [ 0.3054417 0.56412629 0.54140143 0.85412719 0.52026384] [ 0.44868554 0.54365665 0.42291798 0.53865874 0.44028484] [ 0.57125877 0.52501661 0.53736437 0.42449232 0.3622379 ] [ 0.44797926 0.43186872 0.57277444 0.61112087 0.45613707] [ 0.19386992 0.70061694 0.39743268 0.80826864 0.63609171] [ 0.59316532 0.32769797 0.47152663 0.56325702 0.50071705] [ 0.35772728 0.69833789 0.35635391 0.66555712 0.51628015] [ 0.49461147 0.43646569 0.44690842 0.45203296 0.50680458] [ 0.50658985 0.45956512 0.56090041 0.42637339 0.46057919] [ 0.57455614 0.54276273 0.43216444 0.57424185 0.38941662] [ 0.34715834 0.609835 0.46015645 0.78127367 0.61916474] [ 0.63737211 0.61435292 0.47994109 0.54257932 0.35087545] [ 0.203387 0.58156197 0.38560202 0.86390797 0.56880799] [ 0.72271685 0.33955236 0.64141795 0.31034562 0.37441241] [ 0.66931164 0.5866863 0.40711762 0.36754829 0.44876142] [ 0.43737418 0.66545132 0.39385103 0.77295451 0.46429344] [ 0.49498238 0.44169218 0.47755083 0.32992546 0.52907821] [ 0.210594 0.5299006 0.49229567 0.80716118 0.49319976] [ 0.68303641 0.49134611 0.39709842 0.31193331 0.35078206] [ 0.52862423 0.49213978 0.4113314 0.61625937 0.45394924] [ 0.29789979 0.59982368 0.32832173 0.79725742 0.50057853] [ 0.85992884 0.29916066 0.67152563 0.19250493 0.31796523] [ 0.36415782 0.5812839 0.57684244 0.78963276 0.48143564] [ 0.61771893 0.4279637 0.50822852 0.46858727 0.55824701] [ 0.6886872 0.35113063 0.7191253 0.23197323 0.55496019] [ 0.71426373 0.45165115 0.49764815 0.32181662 0.41691831] [ 0.44425719 0.43991579 0.47783135 0.77566628 0.50891751] [ 0.67041593 0.40482595 0.58206852 0.34609859 0.52061461] [ 0.3327504 0.47721577 0.61713274 0.7160339 0.52267695] [ 0.73793678 0.43774435 0.42041561 0.40956891 0.38832852] [ 0.69385289 0.50349923 0.58471294 0.40198486 0.53612471] [ 0.70576231 0.53681808 0.62561653 0.50116888 0.37272024] [ 0.8415289 0.25721561 0.71093822 0.15929595 0.4617469 ] [ 0.4440526 0.57675688 0.48174908 0.41410671 0.3992669 ] [ 0.87742092 0.38789357 0.62836722 0.13945319 0.32983077] [ 0.27846819 0.46269915 0.55946027 0.7811125 0.52764125] [ 0.70815375 0.53570928 0.25125776 0.39203107 0.30641913] [ 0.42617551 0.53955601 0.38689894 0.61028672 0.50747125] [ 0.24087367 0.78854794 0.2829481 0.81911901 0.47278227] [ 0.55872635 0.45190758 0.49845801 0.27259867 0.41341373] [ 0.49224211 0.55051 0.50809882 0.52467665 0.42537585] [ 0.34584804 0.69326954 0.3694739 0.74866325 0.37922026] [ 0.35827992 0.58557835 0.38729803 0.35561436 0.53240346] [ 0.12937256 0.61935245 0.50091011 0.90621073 0.51778178] [ 0.63323651 0.52741172 0.5807262 0.44787884 0.45033789] [ 0.58748258 0.4856181 0.46864522 0.58757415 0.26611345] [ 0.48953236 0.57735646 0.48112965 0.6585793 0.46164234] [ 0.66841926 0.41382936 0.39449689 0.50788203 0.40269448] [ 0.86096356 0.46708983 0.57126598 0.324585 0.31215391] [ 0.69821354 0.43262803 0.41682848 0.27610575 0.37610853] [ 0.3327504 0.47721577 0.61713274 0.7160339 0.52267695] [ 0.7117475 0.44963975 0.5361412 0.27385859 0.47735604] [ 0.85164615 0.39378995 0.5289774 0.23360389 0.43137485] [ 0.15973662 0.59340277 0.41622108 0.81888528 0.47115744] [ 0.64156403 0.60400032 0.46510541 0.54714106 0.36948414] [ 0.52624976 0.43339246 0.56180405 0.66363132 0.41496322] [ 0.66074258 0.48546081 0.49062873 0.34842547 0.37648528] [ 0.79711423 0.42793898 0.62296396 0.17909631 0.45935462] [ 0.46312093 0.59857765 0.52044271 0.73882366 0.44336791] [ 0.60952095 0.61356184 0.38021707 0.46689617 0.41278404] [ 0.75642287 0.44448307 0.49812958 0.37016821 0.39472437] [ 0.32094128 0.73284749 0.33849576 0.82698741 0.53655621] [ 0.35795722 0.58174408 0.46272083 0.67551241 0.45942933] [ 0.6083382 0.53033617 0.58370978 0.44194941 0.39609168] [ 0.83100961 0.2528252 0.52058299 0.25629387 0.42006019] [ 0.20709765 0.5578218 0.50601379 0.76881217 0.6827676 ] [ 0.71291388 0.34149983 0.39931047 0.33460436 0.46896622] [ 0.18034404 0.53246729 0.33158445 0.92722184 0.52511914] [ 0.53080967 0.3303196 0.56542175 0.66669115 0.52997113] [ 0.59674616 0.43351115 0.60352023 0.5748028 0.44566621] [ 0.35119511 0.67608971 0.47252793 0.72104643 0.53000102] [ 0.40583566 0.59547386 0.47385616 0.37816336 0.66275039] [ 0.50560218 0.54302996 0.48408898 0.44411688 0.6846659 ] [ 0.22736182 0.60357 0.4483023 0.82129042 0.41655333] [ 0.50965794 0.64505682 0.43002972 0.59096646 0.40279038] [ 0.84074129 0.39394126 0.36788016 0.22127224 0.35902347] [ 0.32573815 0.63262138 0.40297671 0.71683215 0.4096582 ] [ 0.10894375 0.65215659 0.42924258 0.83001007 0.50814089] [ 0.77567105 0.35319673 0.40175471 0.20514096 0.44819298] [ 0.64803915 0.51803102 0.51988531 0.36156557 0.40903685] [ 0.63522722 0.53260303 0.48437178 0.55118382 0.54746891] [ 0.35684295 0.53512212 0.53262587 0.78968446 0.52628367] [ 0.54253446 0.55823266 0.53476479 0.62710073 0.47640169] [ 0.53836159 0.51513284 0.44504783 0.60593872 0.36831708] [ 0.70981751 0.46985657 0.47016067 0.36226777 0.41874335] [ 0.62993432 0.49734333 0.45012405 0.61568207 0.49532395] [ 0.59291413 0.58929533 0.3994596 0.62562612 0.41172682] Progress: 39.5% ... Training loss: 0.532 ... Validation loss: 0.891[ 0.36367242 0.49800718 0.60913286 0.72109881 0.58003267] [ 0.57931925 0.43928164 0.4392528 0.58718124 0.33840796] [ 0.60033604 0.62409962 0.44003228 0.6040917 0.38197544] [ 0.46751179 0.49173803 0.45239378 0.54641726 0.51076132] [ 0.38133161 0.51236906 0.54251127 0.72253823 0.50161669] [ 0.8531556 0.405034 0.48673778 0.18392327 0.35933561] [ 0.66182754 0.41306367 0.57218254 0.48019473 0.32493938] [ 0.34320379 0.68922687 0.3957919 0.77706438 0.45326049] [ 0.37175007 0.65731684 0.5765411 0.7147524 0.57636736] [ 0.22504178 0.73573052 0.34408448 0.81826839 0.60216936] [ 0.33999257 0.54472654 0.52860015 0.65556642 0.50084657] [ 0.45041329 0.58014268 0.60691049 0.58564253 0.47355926] [ 0.41319167 0.45164794 0.48341493 0.65555455 0.4484196 ] [ 0.35361192 0.55428144 0.45319013 0.56935182 0.55002908] [ 0.61898515 0.44292927 0.51108118 0.36558171 0.58159752] [ 0.56914686 0.56664746 0.54702884 0.29879606 0.48386915] [ 0.24182741 0.65863163 0.4915486 0.63483403 0.5002723 ] [ 0.65880411 0.33571824 0.59079162 0.63167271 0.41332016] [ 0.64581938 0.45918793 0.55774798 0.37816987 0.36647682] [ 0.57939605 0.49824801 0.59960953 0.4390375 0.39981327] [ 0.46651547 0.51180287 0.57514754 0.72826454 0.37437411] [ 0.52158494 0.37395315 0.48802557 0.63724875 0.48526414] [ 0.23643799 0.65405801 0.46083746 0.83186756 0.60383202] [ 0.223087 0.51058502 0.56193892 0.73102094 0.55494848] [ 0.47908576 0.48663627 0.49554515 0.70329234 0.37285433] [ 0.23466003 0.52799802 0.47867074 0.77599243 0.55376962] [ 0.58171566 0.62347665 0.45444844 0.4070083 0.42088098] [ 0.40048805 0.65062705 0.42461075 0.78033908 0.56585194] [ 0.39104857 0.43956576 0.56652413 0.77862435 0.53050764] [ 0.28057623 0.58195352 0.360161 0.7275741 0.42430352] [ 0.61256147 0.48983822 0.37915352 0.42678554 0.48398215] [ 0.19619517 0.63286273 0.52507344 0.87560411 0.5451251 ] [ 0.39053599 0.52587401 0.37630356 0.76673901 0.37872644] [ 0.39213564 0.53528076 0.40859962 0.57748339 0.52188187] [ 0.72527421 0.46312883 0.48903305 0.38329841 0.36274082] [ 0.38969675 0.56232847 0.49869989 0.71188881 0.34175075] [ 0.55176174 0.59914006 0.44176202 0.73559494 0.47093789] [ 0.70591858 0.49505316 0.52632432 0.38972503 0.41743627] [ 0.23918788 0.60818623 0.46499787 0.50384555 0.49237385] [ 0.28358975 0.54856485 0.46821971 0.88359447 0.53972323] [ 0.35765452 0.50319262 0.52388949 0.67166255 0.60125614] [ 0.62455145 0.5013978 0.5344792 0.49230239 0.48860737] [ 0.89840508 0.33111915 0.60749635 0.1089291 0.28782575] [ 0.46294757 0.5401335 0.54803434 0.5627428 0.40232258] [ 0.70663172 0.44693011 0.48591751 0.35519697 0.4717541 ] [ 0.70026436 0.35251401 0.64173282 0.28555502 0.41268009] [ 0.52158308 0.49101252 0.57665596 0.40365541 0.4420215 ] [ 0.87699377 0.39154572 0.53032509 0.22825957 0.35945007] [ 0.42282832 0.62386357 0.50634332 0.56084969 0.50231465] [ 0.78157929 0.57840104 0.23935719 0.51799341 0.22817239] [ 0.16694727 0.6170784 0.36975996 0.91964121 0.5353455 ] [ 0.15856649 0.60208164 0.5455015 0.94470586 0.65730003] [ 0.44956228 0.52132242 0.60994268 0.44879614 0.49253779] [ 0.4455789 0.4719355 0.5160836 0.61955532 0.44718413] [ 0.35800894 0.57999672 0.48789196 0.75441803 0.45247268] [ 0.29557084 0.70072102 0.35855474 0.82680462 0.51248519] [ 0.44917344 0.55230016 0.45822977 0.59221991 0.62266045] [ 0.36926188 0.52568638 0.45199488 0.7410682 0.40647552] [ 0.88725647 0.28328372 0.53332977 0.1266355 0.3844082 ] [ 0.60699463 0.51528526 0.48169997 0.2949712 0.38819303] [ 0.20449273 0.60857156 0.43497884 0.56852815 0.57909893] [ 0.83847092 0.45214274 0.60154284 0.17841627 0.42953568] [ 0.70094633 0.52615703 0.48713075 0.35168044 0.47431233] [ 0.69537468 0.45779275 0.51582427 0.31265958 0.49122166] [ 0.37330667 0.51300035 0.43897664 0.86189112 0.6029457 ] [ 0.32193922 0.5571483 0.57004505 0.57015255 0.4286044 ] [ 0.29920272 0.48565681 0.59112417 0.53618909 0.5710638 ] [ 0.37814595 0.56247569 0.37068113 0.78525735 0.4050352 ] [ 0.51746661 0.49631644 0.5144925 0.43115772 0.5215555 ] [ 0.81876239 0.33649989 0.55816301 0.17373556 0.37382483] [ 0.56311778 0.43282916 0.45410563 0.56863274 0.37992864] [ 0.73317595 0.55241515 0.48910722 0.40969644 0.43957091] [ 0.35632677 0.6871629 0.37753103 0.77392141 0.53556567] [ 0.52727815 0.4327322 0.44706005 0.709937 0.37225028] [ 0.3238301 0.53010795 0.43278943 0.79613009 0.36618189] [ 0.25971764 0.66232771 0.35457048 0.66637327 0.43926932] [ 0.59882039 0.60564125 0.35002587 0.44973332 0.41053431] [ 0.68409841 0.46071833 0.52937905 0.24358904 0.3979303 ] [ 0.59260859 0.48816918 0.51972625 0.42345214 0.41850767] [ 0.70275815 0.67152979 0.27924448 0.75336143 0.30014351] [ 0.41845635 0.74806561 0.32545839 0.6137898 0.39059561] [ 0.47124445 0.47068049 0.63374322 0.69952195 0.53875461] [ 0.3892729 0.62318991 0.3672274 0.7754043 0.39837878] [ 0.30186816 0.49450408 0.44286173 0.51717921 0.67493981] [ 0.55513448 0.49972284 0.39327145 0.39136443 0.3988001 ] [ 0.8240072 0.35306415 0.64361226 0.17413597 0.43047729] [ 0.35253854 0.58340376 0.44673085 0.80880918 0.46702785] [ 0.38176898 0.67429959 0.41320455 0.62128713 0.32351325] [ 0.38058152 0.62755417 0.29127263 0.71755125 0.39326698] [ 0.62948777 0.53636544 0.42479223 0.50547379 0.41123131] [ 0.75018318 0.26086054 0.62279796 0.19860091 0.43811769] [ 0.90497766 0.30699195 0.63863532 0.15219385 0.39467047] [ 0.72539349 0.52041294 0.53386137 0.49284369 0.39533557] [ 0.76153281 0.337178 0.58394057 0.22865624 0.49205726] [ 0.186066 0.60488727 0.46507613 0.89779087 0.63897346] [ 0.41067514 0.51307568 0.63073462 0.71115406 0.42312284] [ 0.44810367 0.52641217 0.45385169 0.7152569 0.36098448] [ 0.703833 0.27013154 0.58324841 0.24272091 0.3632454 ] [ 0.28405159 0.71779576 0.29107926 0.73880852 0.44447679] [ 0.59587006 0.37027479 0.60761335 0.36319552 0.52193022] [ 0.5808807 0.56478901 0.44052472 0.52857799 0.35689018] [ 0.79934929 0.40187169 0.51242106 0.19673391 0.27203592] [ 0.21586382 0.555072 0.49333024 0.7467392 0.49844655] [ 0.62652832 0.5324206 0.52523913 0.46603655 0.46622036] [ 0.71208708 0.37264131 0.61808044 0.37790069 0.44687776] [ 0.61213038 0.54129041 0.46824259 0.42310241 0.58229537] [ 0.20884849 0.66327347 0.39275126 0.6701712 0.54131551] [ 0.22914098 0.5939652 0.42394721 0.85895854 0.55429293] [ 0.58171566 0.62347665 0.45444844 0.4070083 0.42088098] [ 0.79534633 0.67693339 0.41822753 0.59027113 0.31127366] [ 0.41998427 0.56633679 0.35973363 0.7988577 0.34254667] [ 0.67968124 0.4581008 0.47597568 0.16836051 0.35511974] [ 0.71201823 0.41409279 0.48855431 0.41911518 0.35381507] [ 0.18138762 0.70102941 0.39441481 0.74631103 0.57965456] [ 0.46515623 0.6277278 0.52988427 0.64958092 0.58380083] [ 0.48389526 0.48546976 0.48666002 0.36333675 0.46323782] [ 0.4956383 0.44951181 0.39547641 0.61325102 0.37414395] [ 0.52139357 0.37076063 0.42236277 0.38277017 0.51453026] [ 0.81190685 0.5153449 0.59632076 0.19987695 0.5013179 ] [ 0.26853048 0.47950248 0.65392842 0.79022084 0.65143946] [ 0.44250616 0.70952839 0.42686386 0.74418715 0.51476825] [ 0.75884506 0.44144073 0.68194691 0.3477329 0.36198158] [ 0.34552188 0.58840787 0.50290987 0.63066481 0.63068672] [ 0.39606627 0.63342044 0.31543263 0.78360715 0.28463357] [ 0.52908533 0.4789334 0.32196746 0.49749041 0.45212674] [ 0.24107788 0.66043561 0.36595855 0.69855698 0.51173987] [ 0.37426685 0.65027423 0.3873666 0.63227793 0.36438085] [ 0.6602127 0.62148126 0.42671178 0.59834175 0.55889332] Progress: 39.5% ... Training loss: 0.531 ... Validation loss: 0.890[ 0.51832807 0.50108863 0.37927901 0.39886552 0.40004647] [ 0.74025514 0.36755831 0.62111512 0.28620138 0.51229978] [ 0.53750373 0.50559753 0.59843314 0.5164744 0.62176178] [ 0.2943135 0.54703717 0.54968565 0.78585696 0.6138756 ] [ 0.25969646 0.5614635 0.46383274 0.64436681 0.4398015 ] [ 0.54758063 0.49459088 0.52888832 0.43616261 0.3451257 ] [ 0.77482368 0.50920374 0.49683671 0.34954034 0.44343659] [ 0.64294691 0.45659888 0.51010164 0.66652574 0.28029766] [ 0.64036628 0.3471488 0.49301472 0.4938069 0.51396661] [ 0.73271427 0.42213585 0.49139536 0.37264049 0.43016212] [ 0.63422344 0.69556687 0.49333337 0.43521339 0.57733917] [ 0.64558544 0.52263848 0.62690531 0.44243959 0.42827081] [ 0.22773474 0.6942946 0.43111329 0.73792921 0.53823342] [ 0.60368047 0.48112964 0.51471967 0.3693437 0.37681074] [ 0.43303764 0.49931698 0.31805152 0.57147136 0.5365674 ] [ 0.35321242 0.40909862 0.5887383 0.67757938 0.5376274 ] [ 0.62668693 0.40250596 0.3797975 0.6017141 0.333761 ] [ 0.54778278 0.30831041 0.66170439 0.68625699 0.47081481] [ 0.48480421 0.68962593 0.28386733 0.63983124 0.25531055] [ 0.34344954 0.65386287 0.39400179 0.63264522 0.38389622] [ 0.80730398 0.52801136 0.48468487 0.35842196 0.38174509] [ 0.45536379 0.59596598 0.42689272 0.51486463 0.54669434] [ 0.41557465 0.49857505 0.50860713 0.68670199 0.5947858 ] [ 0.73289779 0.42066881 0.54350017 0.6370954 0.34435581] [ 0.64396061 0.41290556 0.56236378 0.24638707 0.56190894] [ 0.54041208 0.47197069 0.51334204 0.69662294 0.37387715] [ 0.39463193 0.46703138 0.39408927 0.75722906 0.37713412] [ 0.57312622 0.36889112 0.47041488 0.46650611 0.47178853] [ 0.29586823 0.63755358 0.40722735 0.51691588 0.56000957] [ 0.5437753 0.46484162 0.51350336 0.45415002 0.50393765] [ 0.72513946 0.4803315 0.53719308 0.20884525 0.54965731] [ 0.69024534 0.54983658 0.42255243 0.176258 0.34670546] [ 0.49843402 0.4489761 0.53391424 0.75601249 0.47911042] [ 0.53952911 0.54044457 0.59770168 0.66039932 0.51406687] [ 0.40686779 0.53061449 0.46536836 0.71034899 0.35626257] [ 0.84309247 0.44642711 0.51425643 0.24093469 0.46033206] [ 0.65889472 0.45442089 0.43340691 0.4002614 0.44983456] [ 0.51308103 0.53884455 0.36383068 0.44674156 0.45181217] [ 0.23713014 0.48087845 0.42729339 0.84731113 0.55118845] [ 0.520205 0.34133855 0.44603829 0.57409602 0.36388366] [ 0.50299428 0.50074811 0.43885112 0.63925135 0.27371045] [ 0.54049073 0.51744746 0.50193443 0.62301618 0.40235513] [ 0.20110287 0.76918653 0.26427487 0.8122901 0.48941334] [ 0.6631156 0.38892916 0.58061878 0.51679571 0.49648214] [ 0.1586504 0.58173888 0.36477085 0.9026658 0.49315182] [ 0.89781989 0.27941447 0.59821683 0.1213675 0.38199854] [ 0.62223339 0.34218333 0.52953717 0.33113247 0.58775383] [ 0.30730188 0.68744744 0.5145455 0.81234488 0.5766438 ] [ 0.242686 0.55325183 0.54848713 0.70556622 0.69089534] [ 0.72083076 0.3889695 0.60829327 0.5838069 0.39721649] [ 0.64028096 0.28256215 0.65941505 0.52615379 0.50519015] [ 0.2700459 0.73285063 0.32323833 0.71273 0.48545641] [ 0.84125357 0.43175265 0.4515474 0.33027449 0.35539406] [ 0.71409091 0.53010488 0.55022454 0.2604844 0.53827997] [ 0.45501912 0.49233804 0.53532324 0.64933528 0.44194285] [ 0.32571422 0.62507207 0.53876487 0.91078089 0.57926611] [ 0.39022705 0.70493596 0.41419671 0.64272337 0.48052297] [ 0.52666828 0.58990195 0.38286112 0.63999329 0.44149416] [ 0.67435664 0.62426874 0.47471477 0.5680081 0.32468413] [ 0.4350438 0.64183088 0.42263217 0.53323512 0.52567382] [ 0.6240932 0.43034191 0.4618953 0.50555696 0.39768642] [ 0.44326694 0.54328224 0.37974594 0.50917508 0.53374089] [ 0.50041916 0.53656792 0.50525634 0.65791916 0.47058821] [ 0.54678346 0.45126783 0.45352054 0.63774966 0.28384363] [ 0.56850923 0.54325721 0.53785965 0.44763522 0.52345661] [ 0.7783442 0.61312658 0.39017867 0.48311233 0.37928887] [ 0.49099593 0.59233113 0.44995997 0.55563321 0.42576559] [ 0.62470895 0.60267076 0.46669463 0.5270296 0.40843781] [ 0.19792662 0.66258589 0.4103195 0.59038842 0.47598925] [ 0.34331335 0.53930342 0.44490589 0.66761418 0.42425429] [ 0.72996349 0.40885251 0.48192682 0.35413802 0.44625601] [ 0.61508611 0.40314315 0.54363526 0.70979133 0.29860987] [ 0.8316441 0.39994674 0.62108617 0.28141463 0.37323626] [ 0.65764259 0.38223525 0.662684 0.66061411 0.41994285] [ 0.35085379 0.53695189 0.50805761 0.81807169 0.57539443] [ 0.49479761 0.47251536 0.38779909 0.48649624 0.50612128] [ 0.81200137 0.46453189 0.4957265 0.35559259 0.37038081] [ 0.48522209 0.47014662 0.44217183 0.58943809 0.41175245] [ 0.68462891 0.47974812 0.42379923 0.47782011 0.39607845] [ 0.26449103 0.54542313 0.44666664 0.68927392 0.57311576] [ 0.4136715 0.38250581 0.55425851 0.43220982 0.73689447] [ 0.56059122 0.53795728 0.51044877 0.43006647 0.48927918] [ 0.35655334 0.52536205 0.45254954 0.74054698 0.63610745] [ 0.61443627 0.44083615 0.58064877 0.26148592 0.53196163] [ 0.68276872 0.40321251 0.5429705 0.36961795 0.40253446] [ 0.6078642 0.45950496 0.61589855 0.59829199 0.46881881] [ 0.79478031 0.55002103 0.43790874 0.2519218 0.37836567] [ 0.60574605 0.60287213 0.53608395 0.65271617 0.47122796] [ 0.32650918 0.59702386 0.34385009 0.52112245 0.46421862] [ 0.64871447 0.64431075 0.35863304 0.63294905 0.44123625] [ 0.32278899 0.5012009 0.3908784 0.5920821 0.59609128] [ 0.30236801 0.55810053 0.58125134 0.73362112 0.57375794] [ 0.40471506 0.58682633 0.34652154 0.56896241 0.57033636] [ 0.4742014 0.49022492 0.47700971 0.81584053 0.37631388] [ 0.56133232 0.52405881 0.44468449 0.70884141 0.35789837] [ 0.78672588 0.44528708 0.4592396 0.33908362 0.37041292] [ 0.61498976 0.64765639 0.41450015 0.75596346 0.49105661] [ 0.63548272 0.41914827 0.63183237 0.59367573 0.43640709] [ 0.35712572 0.7201933 0.36186135 0.81459792 0.47010782] [ 0.6137338 0.49987939 0.42369354 0.47726685 0.43968726] [ 0.64427515 0.58385281 0.52281848 0.46578125 0.37799857] [ 0.38286265 0.58478264 0.37929211 0.54428287 0.49163363] [ 0.7716084 0.55525909 0.38161326 0.35927075 0.38034975] [ 0.67364425 0.51568642 0.37035209 0.36449254 0.36976464] [ 0.24596255 0.47465397 0.52932872 0.75704018 0.51342078] [ 0.72712037 0.47075803 0.59433002 0.46613805 0.41058777] [ 0.1916341 0.5444373 0.44742843 0.81848309 0.47975551] [ 0.75836958 0.48435609 0.6338044 0.43609362 0.37910836] [ 0.49989069 0.662088 0.47449092 0.51155214 0.4099678 ] [ 0.82592904 0.36352841 0.45909084 0.2092249 0.4199191 ] [ 0.33713331 0.51406763 0.43334091 0.83651917 0.47735021] [ 0.89045538 0.37152774 0.56998389 0.29715478 0.24773088] [ 0.20862352 0.59404388 0.38361749 0.75417177 0.57625364] [ 0.43483622 0.63588685 0.4033606 0.62402432 0.52549231] [ 0.57895294 0.46963197 0.49178562 0.45662286 0.42717696] [ 0.7422612 0.43620913 0.52070465 0.30883718 0.48686131] [ 0.37754368 0.440582 0.64381731 0.65111263 0.54251563] [ 0.13636663 0.5338251 0.6014716 0.84130088 0.7671743 ] [ 0.54438425 0.3976639 0.54333636 0.52263619 0.32855426] [ 0.81434182 0.39767583 0.56207068 0.31866681 0.37135704] [ 0.70902265 0.45845079 0.5103398 0.57271437 0.42266845] [ 0.5259404 0.52243409 0.50973885 0.58553655 0.39964584] [ 0.75708563 0.44596356 0.60987027 0.43294138 0.40299655] [ 0.18470517 0.62430574 0.37197631 0.87952576 0.58050978] [ 0.34726226 0.57087182 0.42644759 0.81159375 0.39169058] [ 0.75822249 0.40347636 0.46865512 0.25061057 0.3549624 ] [ 0.71913228 0.43531985 0.5551286 0.68545735 0.39609688] [ 0.44380864 0.60205912 0.42788301 0.51710958 0.45900386] Progress: 39.6% ... Training loss: 0.532 ... Validation loss: 0.896[ 0.33547512 0.60421672 0.59104675 0.61238304 0.66062228] [ 0.5861394 0.5698947 0.41410761 0.594796 0.33588325] [ 0.62248306 0.46469666 0.53538215 0.32577636 0.55702059] [ 0.46447366 0.485165 0.48162718 0.31360016 0.49881003] [ 0.74372396 0.52065135 0.35632219 0.64276041 0.40517957] [ 0.35526002 0.48088348 0.61228626 0.71317427 0.3480433 ] [ 0.71734058 0.33468755 0.48842529 0.46234924 0.29197518] [ 0.85052802 0.30398524 0.55001409 0.2079719 0.38079721] [ 0.61317484 0.3499667 0.47033754 0.38284008 0.46462823] [ 0.34807997 0.41520071 0.53571632 0.73523385 0.45222189] [ 0.23081721 0.57772095 0.40973784 0.76706691 0.63579077] [ 0.24020549 0.67149157 0.41703922 0.85629239 0.63178248] [ 0.3925137 0.57663033 0.44015598 0.66984622 0.4600496 ] [ 0.33302769 0.52712915 0.56242499 0.65386317 0.3766238 ] [ 0.65487371 0.55091468 0.38225879 0.34336983 0.35801015] [ 0.31219434 0.50287351 0.4734487 0.70205089 0.37705272] [ 0.66030369 0.54856808 0.40830204 0.389647 0.3680946 ] [ 0.26303097 0.51430784 0.4770233 0.75490695 0.53477621] [ 0.14507347 0.70160494 0.38520092 0.83501951 0.46141007] [ 0.79908155 0.36668835 0.67075938 0.18061778 0.43541541] [ 0.4764103 0.47804989 0.54152617 0.42048128 0.40144142] [ 0.75650722 0.50420003 0.56264573 0.25517725 0.4994124 ] [ 0.80254576 0.48090198 0.48946402 0.27618479 0.49413016] [ 0.44068218 0.55793157 0.4443515 0.47279296 0.52756425] [ 0.28742311 0.57696347 0.39874345 0.84106595 0.37303236] [ 0.64911059 0.50900436 0.41374905 0.67338263 0.43528894] [ 0.6875282 0.70265892 0.43550624 0.6152708 0.39823266] [ 0.57678288 0.57554649 0.44132047 0.58652774 0.38667843] [ 0.58860554 0.56910787 0.50243231 0.39089709 0.53761819] [ 0.7097818 0.45296089 0.37918316 0.31324933 0.34327957] [ 0.64089087 0.29673627 0.59824622 0.63491454 0.42301208] [ 0.85704734 0.4105484 0.51349916 0.20194496 0.33572233] [ 0.21894124 0.56291529 0.3848331 0.89861899 0.54305541] [ 0.71243338 0.58976365 0.58313346 0.23528817 0.51858944] [ 0.6594109 0.58148425 0.49571584 0.51178818 0.29247738] [ 0.53504234 0.48182641 0.42855434 0.45893723 0.51702522] [ 0.74684058 0.48154062 0.57585529 0.34873341 0.48269717] [ 0.18030747 0.58836729 0.43937825 0.85757719 0.44519637] [ 0.51012161 0.55411625 0.5435106 0.4236008 0.5635633 ] [ 0.68980848 0.6116941 0.44657151 0.37538091 0.42684416] [ 0.29138081 0.61720997 0.4777681 0.65023054 0.55831886] [ 0.7416924 0.44020091 0.42950031 0.2475384 0.21250359] [ 0.69611372 0.4285513 0.521292 0.4163241 0.46134954] [ 0.73217343 0.38860844 0.6602139 0.32827121 0.45122057] [ 0.48733875 0.48264584 0.41322053 0.81761413 0.44669605] [ 0.25296419 0.53513853 0.60561398 0.77244288 0.60849725] [ 0.65543084 0.3214262 0.41417838 0.26422101 0.47621133] [ 0.37115345 0.63782458 0.48404749 0.62233632 0.51329399] [ 0.55356054 0.50396701 0.46316892 0.50457025 0.3995287 ] [ 0.53517277 0.64969539 0.51983831 0.63473998 0.38613399] [ 0.68809561 0.43567063 0.39689908 0.38433032 0.40481814] [ 0.77171685 0.45693317 0.59267463 0.45383751 0.34391917] [ 0.77258264 0.39187091 0.6113132 0.27019361 0.42930585] [ 0.71358762 0.55434208 0.46110684 0.47605578 0.46962458] [ 0.70841036 0.48401687 0.5982776 0.29699384 0.4941491 ] [ 0.47728684 0.60688306 0.55997861 0.56579996 0.44883371] [ 0.53624222 0.47217539 0.61249622 0.30963182 0.57739525] [ 0.76128839 0.48247167 0.48338574 0.41190417 0.37578163] [ 0.66010237 0.56277752 0.60411837 0.44552926 0.47396546] [ 0.69836062 0.36858318 0.4244817 0.38974088 0.33442324] [ 0.36300846 0.45146695 0.69478706 0.59537192 0.60205326] [ 0.61004988 0.43190949 0.63556273 0.39904086 0.44421595] [ 0.22758958 0.51885034 0.38437036 0.86755529 0.55936261] [ 0.64522485 0.52278384 0.39223938 0.53621745 0.32575048] [ 0.76986068 0.47190432 0.53230619 0.24959996 0.40366205] [ 0.55581147 0.47851925 0.61303926 0.71047253 0.45523236] [ 0.52491064 0.38391828 0.51247611 0.50541781 0.61662829] [ 0.89158895 0.3575155 0.51837238 0.11334754 0.33782572] [ 0.2984949 0.50369964 0.58561468 0.44030797 0.63583365] [ 0.26289324 0.5610329 0.43036362 0.7395783 0.41143321] [ 0.27491225 0.47551439 0.43395104 0.51989048 0.51778359] [ 0.64274691 0.66867555 0.35859399 0.66684114 0.35895877] [ 0.44947229 0.468902 0.52205291 0.6366914 0.41889142] [ 0.59581485 0.37988947 0.64163509 0.55653289 0.32853912] [ 0.55720908 0.48960578 0.5344664 0.49445399 0.34680101] [ 0.56375177 0.56761178 0.69950487 0.60297039 0.46149065] [ 0.35386478 0.60266541 0.39687242 0.65045318 0.58186429] [ 0.67300115 0.53734252 0.39326246 0.4694194 0.47133693] [ 0.43727468 0.55713822 0.34121294 0.59829206 0.48921219] [ 0.73575785 0.38717096 0.65918231 0.64185768 0.28928207] [ 0.36624922 0.48684694 0.46316961 0.69151448 0.49698374] [ 0.36843869 0.72131043 0.28327451 0.66428395 0.46988732] [ 0.72128542 0.54486081 0.32081418 0.28168222 0.30344532] [ 0.2614507 0.55705412 0.37499104 0.76262947 0.52849706] [ 0.43495537 0.49500228 0.39961575 0.46461837 0.44689961] [ 0.59095469 0.40771677 0.63421027 0.39280092 0.54899346] [ 0.45994219 0.42973105 0.43187651 0.55495189 0.44622076] [ 0.463947 0.4848068 0.46831315 0.74568466 0.30811489] [ 0.63571589 0.62760018 0.43251416 0.38809302 0.42450951] [ 0.5851493 0.36101518 0.50891347 0.58089195 0.40516418] [ 0.82203349 0.34685454 0.62441317 0.18890003 0.42789024] [ 0.74255211 0.43048734 0.44363434 0.2883854 0.43599364] [ 0.8782631 0.41083344 0.4426079 0.24186257 0.27295858] [ 0.74634977 0.43986888 0.37614124 0.49209313 0.51689236] [ 0.44612908 0.34706481 0.51973611 0.69624128 0.43993869] [ 0.56881914 0.48292787 0.47134623 0.63466854 0.50026758] [ 0.53145926 0.68624217 0.47841728 0.73229187 0.41643324] [ 0.70971611 0.43088848 0.45281407 0.21573473 0.33302358] [ 0.53855163 0.55754313 0.43415607 0.44382227 0.52776038] [ 0.4436347 0.54747848 0.36797219 0.54212349 0.39076388] [ 0.43649745 0.60439168 0.53238931 0.50989257 0.67675003] [ 0.39562365 0.50932579 0.54709148 0.51665319 0.52541495] [ 0.8480733 0.42241881 0.55404471 0.30222155 0.3395779 ] [ 0.50988469 0.46766438 0.47646093 0.39143771 0.43320591] [ 0.79511481 0.54987861 0.43796039 0.25172507 0.37832146] [ 0.71256474 0.51817055 0.44906494 0.26282782 0.38776837] [ 0.46412012 0.57852842 0.425452 0.55383683 0.60231776] [ 0.71243338 0.58976365 0.58313346 0.23528817 0.51858944] [ 0.26441593 0.67749591 0.34549571 0.75046245 0.49813182] [ 0.65062493 0.45285271 0.52331905 0.61817909 0.34127497] [ 0.3101808 0.52014686 0.42931313 0.63264295 0.46587993] [ 0.88307848 0.37333216 0.48102958 0.14073177 0.37679445] [ 0.49735651 0.50325146 0.56072165 0.32036163 0.63171117] [ 0.71182889 0.51938078 0.54853422 0.43124868 0.51997787] [ 0.40174511 0.45280326 0.5277796 0.47528134 0.68497723] [ 0.6476237 0.34812311 0.45817453 0.75362286 0.43708398] [ 0.63449769 0.54952627 0.4231225 0.39387503 0.38630252] [ 0.38924379 0.52489764 0.51054846 0.74750884 0.51174824] [ 0.57189272 0.40826942 0.6050075 0.39905097 0.41395097] [ 0.68039148 0.34734637 0.53737533 0.32487675 0.51037949] [ 0.7224172 0.61723182 0.50140835 0.52492872 0.40771606] [ 0.47786594 0.48306867 0.35330274 0.45191557 0.34729988] [ 0.54731949 0.42376601 0.61201509 0.7406808 0.47239403] [ 0.39346474 0.59311595 0.46899502 0.81835496 0.47458719] [ 0.39025289 0.63741116 0.36597686 0.69626545 0.41839633] [ 0.67138883 0.62982923 0.46860164 0.60514326 0.33520058] [ 0.69749534 0.53203119 0.41963738 0.32570048 0.25714377] [ 0.70218739 0.37659583 0.47041702 0.32332601 0.34319301] Progress: 39.6% ... Training loss: 0.531 ... Validation loss: 0.894[ 0.67236468 0.46199374 0.52590697 0.36732327 0.40926477] [ 0.56427618 0.473371 0.37690556 0.53884902 0.47192556] [ 0.42794348 0.4337845 0.40520267 0.4658736 0.40630551] [ 0.58286484 0.5198451 0.41085865 0.55776739 0.41647859] [ 0.74426333 0.38099032 0.61651146 0.57460814 0.38244956] [ 0.70472798 0.57934756 0.49357536 0.52912788 0.41133553] [ 0.74292452 0.41806439 0.51830491 0.34527524 0.30093379] [ 0.57581853 0.54925676 0.37869263 0.26026197 0.44170852] [ 0.81556583 0.42439623 0.53338313 0.27748831 0.41670306] [ 0.3421314 0.7050917 0.3877835 0.78309846 0.45249114] [ 0.8443137 0.42529563 0.52674059 0.26242585 0.33002248] [ 0.49427421 0.44732895 0.51975704 0.73820161 0.37088182] [ 0.53212605 0.4566356 0.55470578 0.43403608 0.38915767] [ 0.61896228 0.59775264 0.54008144 0.5234564 0.3641592 ] [ 0.41473327 0.49313741 0.5305982 0.53430552 0.55700509] [ 0.51795187 0.53679068 0.47594311 0.70711607 0.52127999] [ 0.17811616 0.65657095 0.51598764 0.88806127 0.5681048 ] [ 0.41624384 0.68133498 0.39651965 0.68612383 0.54888529] [ 0.59280772 0.5436428 0.54908337 0.43831811 0.34142325] [ 0.60570452 0.40763893 0.56437433 0.3215321 0.4129572 ] [ 0.18756869 0.57067244 0.3490702 0.77632988 0.49122729] [ 0.21924128 0.51723968 0.50508934 0.71890878 0.47292445] [ 0.56231876 0.63815514 0.3328245 0.54553664 0.38093414] [ 0.84345762 0.42166066 0.65229619 0.19197461 0.38253205] [ 0.76233479 0.25754344 0.53067211 0.62130554 0.35945639] [ 0.49291912 0.56925501 0.47022329 0.58550738 0.58138529] [ 0.63862305 0.44582077 0.65489981 0.5757395 0.4243767 ] [ 0.60394485 0.39175052 0.5647293 0.37160427 0.49076758] [ 0.70813042 0.40909897 0.54315607 0.28756006 0.40201963] [ 0.69269584 0.35391973 0.51438241 0.29191225 0.46553834] [ 0.77171328 0.55177159 0.48272172 0.57604027 0.38244574] [ 0.58650535 0.62649916 0.32001713 0.67985056 0.34181809] [ 0.42848909 0.47248881 0.60089194 0.69451448 0.36322142] [ 0.52214934 0.32862161 0.4466398 0.69968738 0.39679485] [ 0.44943507 0.42363342 0.58984667 0.39283872 0.5386477 ] [ 0.18737028 0.61245534 0.45101802 0.91701241 0.55747353] [ 0.8124611 0.40054628 0.57085839 0.25990336 0.33345468] [ 0.56867397 0.68920828 0.41360578 0.56928238 0.45612196] [ 0.48981464 0.64079249 0.33358852 0.6702233 0.52787899] [ 0.59881554 0.347865 0.50122487 0.44453238 0.46383536] [ 0.455571 0.46873927 0.36279754 0.59356408 0.42295797] [ 0.69125648 0.4099064 0.43853652 0.53920336 0.40963934] [ 0.82170153 0.39799674 0.59780027 0.19052255 0.36782705] [ 0.74204084 0.43639914 0.52060574 0.30892699 0.48693571] [ 0.14506301 0.57587266 0.46816633 0.89764781 0.54080607] [ 0.34847553 0.5989575 0.54382369 0.65437976 0.53700662] [ 0.35414641 0.65991411 0.3595116 0.65750665 0.32772748] [ 0.15665094 0.72501051 0.4441278 0.85975977 0.59703072] [ 0.44662963 0.58528579 0.52812162 0.65247007 0.42748237] [ 0.6108417 0.45084974 0.5245223 0.66250324 0.34704918] [ 0.72334743 0.47589723 0.69633628 0.36056354 0.38314432] [ 0.72423843 0.5718428 0.50641747 0.41256483 0.37097942] [ 0.59023396 0.45731606 0.57719772 0.6043923 0.426546 ] [ 0.30901833 0.75502019 0.27307149 0.81253095 0.56726435] [ 0.65828693 0.51933093 0.34698519 0.43501407 0.37475385] [ 0.28837923 0.51411166 0.46029611 0.81575186 0.5369275 ] [ 0.61068074 0.4316445 0.63567194 0.39878244 0.44410945] [ 0.57985096 0.56213761 0.3875868 0.47040513 0.43394521] [ 0.45905436 0.55932895 0.54294033 0.52250203 0.4595919 ] [ 0.56214835 0.4756456 0.4953694 0.55752077 0.51911058] [ 0.76764427 0.36250587 0.52925146 0.55844425 0.33741493] [ 0.3584382 0.63190878 0.49671644 0.6758118 0.4463958 ] [ 0.74209142 0.42880142 0.54201355 0.29311877 0.47175395] [ 0.50779597 0.44056871 0.44806549 0.65229312 0.38775758] [ 0.64290372 0.41971299 0.72269387 0.62815263 0.40372344] [ 0.51291622 0.43333796 0.56035966 0.27510202 0.50337981] [ 0.70319273 0.48885908 0.43304906 0.46733425 0.34718071] [ 0.24055525 0.56814894 0.46283122 0.77937112 0.49117523] [ 0.63599532 0.49183185 0.32536733 0.4386771 0.39315038] [ 0.47620934 0.50379863 0.53744812 0.7187287 0.42338268] [ 0.54929533 0.45686707 0.58793161 0.47479715 0.38756016] [ 0.17525879 0.55891222 0.58909989 0.81420439 0.62048215] [ 0.66454872 0.58384823 0.33857331 0.34145794 0.31717377] [ 0.64540699 0.46556513 0.35156785 0.42803319 0.40619509] [ 0.55819005 0.57565178 0.53529201 0.55159777 0.52417273] [ 0.84036784 0.44404795 0.55822591 0.22386637 0.41188263] [ 0.74237892 0.38799949 0.53207157 0.34311519 0.36142267] [ 0.24585376 0.5700297 0.49282021 0.88593061 0.51075283] [ 0.39657457 0.68950386 0.44472995 0.63077406 0.48604364] [ 0.65100028 0.36824262 0.44100349 0.45559975 0.50952536] [ 0.17925555 0.59483161 0.38663678 0.79659145 0.64205006] [ 0.23637176 0.55581543 0.40071674 0.84808954 0.53150478] [ 0.60380187 0.66529562 0.2936638 0.60790732 0.35972766] [ 0.48216957 0.59279002 0.40351231 0.52977064 0.43726237] [ 0.64426661 0.46235849 0.57269869 0.67442372 0.41634185] [ 0.1888495 0.73955491 0.26966499 0.86486881 0.61005509] [ 0.60630548 0.36960226 0.6532105 0.33449714 0.47871759] [ 0.84237731 0.45025932 0.46049984 0.24960108 0.35944838] [ 0.60548228 0.46849294 0.59385309 0.58743755 0.36505016] [ 0.40322279 0.48868379 0.51320881 0.53673035 0.52013657] [ 0.58879997 0.41338061 0.56628519 0.46168057 0.46162941] [ 0.43325875 0.64946841 0.36322648 0.64961924 0.51316651] [ 0.7080801 0.3870889 0.58998008 0.43361788 0.38051816] [ 0.63672276 0.52848358 0.55561288 0.48398788 0.43472305] [ 0.52959752 0.52402085 0.36833996 0.48871525 0.3944433 ] [ 0.34792073 0.6991391 0.25505669 0.7878063 0.57347512] [ 0.47771545 0.59448959 0.44249669 0.69302257 0.56931761] [ 0.58114464 0.4384489 0.61840759 0.38499743 0.49065894] [ 0.3870811 0.5981853 0.35088239 0.60521194 0.50104441] [ 0.66635448 0.56843728 0.46129205 0.55601073 0.32176431] [ 0.77648031 0.3932823 0.50116827 0.24600577 0.53965795] [ 0.60145433 0.3940331 0.55012503 0.36003018 0.45051962] [ 0.70811321 0.46496061 0.64639439 0.59433181 0.42977209] [ 0.36190301 0.54023252 0.43572257 0.6524055 0.37394637] [ 0.17218064 0.63611238 0.5304222 0.88241593 0.59827906] [ 0.56712095 0.67891988 0.47462691 0.58602456 0.37345153] [ 0.73296578 0.42927549 0.61871873 0.32520938 0.42979285] [ 0.21456597 0.53208514 0.53062632 0.77306289 0.47243005] [ 0.71333494 0.60138075 0.54597356 0.53477632 0.38279827] [ 0.40926004 0.52957154 0.46580481 0.70917041 0.35593423] [ 0.47748996 0.38171855 0.59626835 0.4179117 0.54433589] [ 0.88887792 0.41082922 0.51201116 0.20897483 0.34466216] [ 0.51115215 0.44533715 0.51300213 0.55261873 0.64520724] [ 0.72005179 0.40359465 0.57436817 0.25048196 0.42472448] [ 0.74214181 0.48107836 0.50168942 0.36702778 0.52377938] [ 0.61310612 0.4411647 0.40212699 0.44141092 0.34592037] [ 0.59250659 0.45307487 0.36776046 0.5432522 0.42412283] [ 0.45397009 0.56174686 0.40686342 0.63825625 0.55608273] [ 0.35716392 0.68738466 0.29743522 0.60107675 0.48088284] [ 0.65134922 0.51083568 0.63285439 0.53492463 0.42864892] [ 0.40936519 0.53957883 0.5257703 0.79915255 0.47181262] [ 0.83936001 0.39520499 0.36735828 0.22213748 0.35943026] [ 0.62324718 0.54980066 0.35184046 0.40742902 0.40887759] [ 0.59450502 0.3027793 0.53148571 0.36924294 0.48997048] [ 0.84732022 0.56960364 0.52890737 0.33064688 0.3088529 ] [ 0.70639756 0.37574695 0.45837961 0.3391986 0.34735843] [ 0.65408378 0.51609746 0.47586894 0.42455737 0.382146 ] [ 0.38427 0.67413193 0.39942854 0.58095556 0.44475227] Progress: 39.7% ... Training loss: 0.531 ... Validation loss: 0.893[ 0.67088884 0.44823147 0.48132853 0.41444621 0.5533687 ] [ 0.36801409 0.51493357 0.41359321 0.74382505 0.37784095] [ 0.69651466 0.45550382 0.5201114 0.47828943 0.35225842] [ 0.57359888 0.62198409 0.34868798 0.53107411 0.41019417] [ 0.85112006 0.45034945 0.52100517 0.33288311 0.39444408] [ 0.63816644 0.39971538 0.46505095 0.48271732 0.42588826] [ 0.8323058 0.37777616 0.52588909 0.29445852 0.39281133] [ 0.7800693 0.29585124 0.59930168 0.20982006 0.44530132] [ 0.41498772 0.62862205 0.55008637 0.72631463 0.58189296] [ 0.37708017 0.50142198 0.55568231 0.80551591 0.47072051] [ 0.16623527 0.51200298 0.5814159 0.91431593 0.67020872] [ 0.57912251 0.49561779 0.53517836 0.48793133 0.63108403] [ 0.61689834 0.50808026 0.5913616 0.63931177 0.48429266] [ 0.67905677 0.48663281 0.48666648 0.2992711 0.35522554] [ 0.7411938 0.38886896 0.58763354 0.24378631 0.39984264] [ 0.30755414 0.55933347 0.38102591 0.66563336 0.42307071] [ 0.91750427 0.38799133 0.51134458 0.27089373 0.34077346] [ 0.76613183 0.48521631 0.52560168 0.32296055 0.36993853] [ 0.8512519 0.43138325 0.49109927 0.20644631 0.41476858] [ 0.62769517 0.58973567 0.44303901 0.54069612 0.42302696] [ 0.52789637 0.59046393 0.47428149 0.34417785 0.38983007] [ 0.55300521 0.57749906 0.60810745 0.60340357 0.49926287] [ 0.14978628 0.61412677 0.36745125 0.85535992 0.55350215] [ 0.59701314 0.5767764 0.50661146 0.48551022 0.4638761 ] [ 0.68723504 0.50881337 0.60338275 0.56013613 0.40687408] [ 0.42434281 0.54843976 0.3689037 0.6196361 0.52674074] [ 0.63504605 0.53273511 0.34072183 0.60234948 0.41026223] [ 0.2381931 0.70251237 0.39469925 0.79259251 0.45733667] [ 0.33498306 0.59182758 0.42113671 0.45831933 0.52950892] [ 0.5798588 0.62987158 0.36335533 0.6102899 0.33760289] [ 0.27282126 0.59538644 0.37468547 0.86566228 0.48679496] [ 0.54939442 0.38603105 0.51532139 0.66827933 0.46046926] [ 0.70778316 0.45681562 0.40106856 0.46393412 0.3668096 ] [ 0.69292398 0.5416916 0.50517783 0.4814822 0.31880627] [ 0.27788631 0.6744963 0.53783508 0.74926642 0.49451367] [ 0.47989117 0.57169279 0.41646158 0.62046297 0.42360129] [ 0.48108595 0.47679781 0.48316883 0.71049227 0.31885947] [ 0.11841823 0.6854817 0.40118915 0.93003835 0.64084181] [ 0.61723271 0.41164768 0.48758168 0.61551859 0.32445464] [ 0.50781039 0.52440028 0.59793116 0.53489394 0.51438662] [ 0.71846053 0.3312704 0.37399998 0.36967499 0.29250582] [ 0.42980147 0.51387707 0.50121632 0.6564741 0.3839573 ] [ 0.67760847 0.50947257 0.50508506 0.45254075 0.49478267] [ 0.82845677 0.48267771 0.4488577 0.52055455 0.37201418] [ 0.73176563 0.41994349 0.46027856 0.24953359 0.38965732] [ 0.41582452 0.57502265 0.26182418 0.71667176 0.47019418] [ 0.25201334 0.69295092 0.40959862 0.71683375 0.47736251] [ 0.52224288 0.5569851 0.55306548 0.54770007 0.487499 ] [ 0.46394628 0.50661481 0.54106281 0.58565098 0.54830149] [ 0.54811361 0.60787826 0.42461765 0.54849221 0.39388775] [ 0.4278536 0.43881086 0.53836142 0.42821072 0.49455905] [ 0.67133262 0.49162872 0.67562873 0.46025139 0.43725905] [ 0.61756094 0.42449723 0.63254074 0.19779953 0.54345173] [ 0.43829239 0.53171073 0.53605171 0.63262519 0.67974368] [ 0.81681787 0.36976738 0.56149359 0.22022949 0.46055111] [ 0.4696678 0.52922834 0.6365969 0.44509521 0.57186348] [ 0.21786879 0.68694007 0.37688125 0.78506506 0.60254366] [ 0.65187144 0.37126591 0.49678634 0.53757068 0.48833402] [ 0.38817291 0.50495217 0.4198547 0.65380311 0.41396739] [ 0.63256735 0.46383895 0.48496124 0.33401849 0.44248016] [ 0.59752431 0.61977714 0.4003692 0.37197712 0.53328345] [ 0.60506037 0.39765166 0.5104048 0.31326159 0.39550428] [ 0.56577134 0.37318422 0.51237304 0.62588245 0.31102759] [ 0.64308833 0.45703523 0.63525637 0.71442776 0.40516021] [ 0.43147111 0.43914644 0.38032504 0.52037805 0.57817241] [ 0.5181318 0.59248269 0.5687718 0.62104315 0.50990002] [ 0.3303092 0.57650749 0.54430285 0.64774629 0.52065732] [ 0.36910315 0.39419276 0.49069904 0.43899647 0.73064869] [ 0.85712606 0.4337116 0.50052314 0.19049925 0.40364268] [ 0.71920245 0.60768623 0.39017179 0.44274878 0.41637682] [ 0.5612862 0.50192565 0.63117142 0.40744651 0.45594943] [ 0.79081354 0.35043886 0.57061765 0.19643305 0.47867852] [ 0.5296335 0.62539297 0.43588264 0.53396829 0.4258786 ] [ 0.31048694 0.51458404 0.53485249 0.71665932 0.4319325 ] [ 0.32578224 0.63335138 0.42746909 0.62357244 0.62321427] [ 0.2123549 0.55327945 0.47265799 0.82519967 0.46359523] [ 0.30039717 0.57527657 0.46986834 0.83645823 0.48359455] [ 0.71167702 0.5191635 0.40537954 0.26262836 0.24093975] [ 0.65402779 0.34943804 0.60378136 0.35654362 0.45643795] [ 0.42237538 0.69584269 0.39947283 0.6611804 0.46907396] [ 0.60095317 0.57668002 0.28890631 0.49613204 0.36812386] [ 0.55264948 0.46047495 0.54199351 0.46745742 0.47118375] [ 0.60911035 0.44015621 0.44432323 0.42021593 0.33938364] [ 0.417068 0.43408449 0.58969777 0.74297049 0.36397617] [ 0.80664571 0.29246408 0.5463956 0.23558262 0.47128531] [ 0.74189663 0.38589446 0.58905601 0.52156719 0.41654128] [ 0.13213181 0.58612178 0.43044653 0.90619986 0.52339643] [ 0.56764989 0.34467114 0.66958706 0.51261912 0.48273552] [ 0.73558721 0.44517312 0.30503983 0.37239487 0.36601935] [ 0.28668209 0.7128025 0.31329399 0.79576384 0.45249676] [ 0.65234981 0.50473366 0.31448026 0.52304671 0.43304065] [ 0.44384848 0.53469597 0.34758262 0.53086094 0.47650208] [ 0.38014252 0.55520934 0.41079702 0.7465965 0.36752511] [ 0.54653418 0.6550772 0.44340575 0.67349043 0.43064193] [ 0.47570806 0.54980393 0.33247058 0.48725435 0.41197735] [ 0.79313206 0.25481714 0.46308016 0.18473876 0.32759676] [ 0.75469254 0.43172648 0.71786897 0.19593864 0.45975488] [ 0.72272078 0.50623312 0.5292336 0.23259955 0.44853558] [ 0.53904795 0.45568246 0.67117776 0.52925147 0.49939777] [ 0.1266872 0.51721044 0.39652712 0.92780168 0.64181354] [ 0.3045879 0.68349705 0.42564522 0.67681931 0.4130797 ] [ 0.50061363 0.44164929 0.56893884 0.67738863 0.4643639 ] [ 0.50957561 0.46977915 0.46681333 0.62038078 0.37064607] [ 0.76499092 0.34944913 0.58817935 0.25291895 0.36415646] [ 0.37588159 0.4821596 0.38392626 0.6233477 0.52845472] [ 0.74218125 0.37280107 0.56859237 0.24143656 0.34535027] [ 0.57391133 0.56318096 0.47332631 0.47229848 0.4105538 ] [ 0.41020235 0.49141141 0.52075923 0.74127914 0.44103372] [ 0.82103369 0.47113801 0.45208578 0.18200435 0.36694863] [ 0.28555819 0.62089336 0.49686945 0.78270457 0.56910857] [ 0.60826966 0.38921967 0.50982202 0.32714864 0.34302941] [ 0.71373881 0.54444641 0.45381402 0.56094531 0.37883139] [ 0.65887895 0.48283849 0.48231118 0.26447706 0.47004386] [ 0.4750838 0.55964434 0.47340199 0.67099979 0.60755526] [ 0.7827983 0.495459 0.45439584 0.38008976 0.33155093] [ 0.41935533 0.58934619 0.44636693 0.74082857 0.45249921] [ 0.56979249 0.4812678 0.47300909 0.6801736 0.31704818] [ 0.52498569 0.57177969 0.53698666 0.62042613 0.53032049] [ 0.32180372 0.59771963 0.35814663 0.69021913 0.40030313] [ 0.40813696 0.53188301 0.53104947 0.79883618 0.52075697] [ 0.70879775 0.54235988 0.5155684 0.32259147 0.52734431] [ 0.67523018 0.37845067 0.51470924 0.71620495 0.44472782] [ 0.36873679 0.60155011 0.44246981 0.56181855 0.45854273] [ 0.20117842 0.64727746 0.44146042 0.88219372 0.45572727] [ 0.84696785 0.5015776 0.33836453 0.37456312 0.31312387] [ 0.64417991 0.3934515 0.5041677 0.40080022 0.40795426] [ 0.20082937 0.65626876 0.39531208 0.62865768 0.54090578] [ 0.74336279 0.28265485 0.57357859 0.26957949 0.43022145] Progress: 39.8% ... Training loss: 0.531 ... Validation loss: 0.893[ 0.81333773 0.36808191 0.57999252 0.19059913 0.43799916] [ 0.37976176 0.46347497 0.42586961 0.83882144 0.56178321] [ 0.38053919 0.48738438 0.49478295 0.63226922 0.50496957] [ 0.55833033 0.59921531 0.43540209 0.74892274 0.46471635] [ 0.49303475 0.50037366 0.51805553 0.43171953 0.53865756] [ 0.55433136 0.54969493 0.53300091 0.62332603 0.52615121] [ 0.60566988 0.40374917 0.43051744 0.42689927 0.43853617] [ 0.78827003 0.51315013 0.51195238 0.22555668 0.35778965] [ 0.70841386 0.48399844 0.59828045 0.29706564 0.49413233] [ 0.62873062 0.5456093 0.47679314 0.26019328 0.4682406 ] [ 0.49604574 0.565656 0.46822361 0.38782944 0.50983118] [ 0.75647698 0.50418386 0.56265261 0.25535609 0.4993723 ] [ 0.51537894 0.52582564 0.39885113 0.59501877 0.41251192] [ 0.46090606 0.65580627 0.34501741 0.60136475 0.41390244] [ 0.54634587 0.49818012 0.4713007 0.58247481 0.38474967] [ 0.58699011 0.48736167 0.30415217 0.49833101 0.35581255] [ 0.71939882 0.47685468 0.55804244 0.62321974 0.41741454] [ 0.39698426 0.56373885 0.53920071 0.59522566 0.34438107] [ 0.73612085 0.40151011 0.60083682 0.57889981 0.3616403 ] [ 0.58261057 0.38091467 0.59155737 0.34862354 0.53790993] [ 0.38422116 0.6778868 0.45315021 0.80308168 0.57479625] [ 0.37256835 0.53662179 0.41458219 0.7534945 0.35019842] [ 0.44643621 0.50669934 0.53978753 0.7010129 0.49814137] [ 0.41615245 0.56863723 0.52112146 0.67050791 0.40312663] [ 0.31039851 0.53540273 0.39417054 0.84579966 0.45855897] [ 0.46297027 0.47449249 0.52752359 0.57550074 0.51810991] [ 0.2442174 0.71776026 0.38400582 0.77796013 0.5273133 ] [ 0.19956386 0.62480521 0.478364 0.835719 0.60377574] [ 0.385189 0.70546998 0.29648485 0.7706058 0.35150729] [ 0.57048008 0.46806402 0.55842194 0.36108423 0.3592193 ] [ 0.49601711 0.55993734 0.43818315 0.50880609 0.41949858] [ 0.75656343 0.36239491 0.4969126 0.32801394 0.43897819] [ 0.52866263 0.53707847 0.44660907 0.47114115 0.4759414 ] [ 0.54960069 0.47347637 0.46620986 0.70352276 0.44404299] [ 0.87875605 0.43080365 0.54679569 0.26843265 0.37186501] [ 0.60948432 0.43999135 0.44438907 0.42001559 0.33932894] [ 0.5980133 0.53649405 0.33394518 0.44762031 0.38478065] [ 0.24556855 0.50128563 0.41137281 0.81856839 0.48178131] [ 0.50832285 0.59574398 0.55236558 0.56218655 0.4724732 ] [ 0.53555208 0.47160753 0.41594088 0.50813229 0.47786675] [ 0.57941887 0.51866898 0.31763813 0.47966268 0.3370552 ] [ 0.7142385 0.40617843 0.57567865 0.25676836 0.31990592] [ 0.67712502 0.43325878 0.47518717 0.32588954 0.4569843 ] [ 0.33817634 0.46606624 0.43929655 0.83513542 0.51072549] [ 0.48403898 0.32316226 0.5955822 0.71135293 0.57354904] [ 0.62161225 0.33820032 0.3797456 0.31171019 0.35356981] [ 0.73576684 0.46063591 0.49959572 0.31086776 0.38957913] [ 0.89203693 0.36234634 0.5314735 0.26906693 0.382843 ] [ 0.76662183 0.35782518 0.48179559 0.29349561 0.55435117] [ 0.42823469 0.60474657 0.47495 0.5743552 0.48498441] [ 0.83847174 0.33880811 0.55555904 0.20351332 0.3985436 ] [ 0.17946267 0.66399172 0.42618049 0.81748721 0.61417957] [ 0.83083126 0.3041808 0.58758321 0.20615585 0.43373522] [ 0.59553658 0.4384015 0.46900782 0.43679313 0.41255927] [ 0.47579849 0.4555357 0.47740916 0.47309903 0.5895732 ] [ 0.69120038 0.40109155 0.57120244 0.36340011 0.40492431] [ 0.55346549 0.46037199 0.47859959 0.414664 0.43453236] [ 0.22879398 0.64750356 0.29879794 0.8386209 0.41256172] [ 0.11288762 0.59744204 0.52767077 0.88893843 0.6043877 ] [ 0.83228963 0.4316179 0.50816086 0.17090563 0.45520942] [ 0.44722358 0.56805424 0.47387599 0.73897353 0.334362 ] [ 0.74863713 0.35864235 0.6040699 0.25148604 0.45598462] [ 0.23571902 0.4948797 0.37292885 0.84920958 0.59281902] [ 0.69038212 0.36220762 0.6515449 0.37356462 0.4261833 ] [ 0.46612431 0.6171965 0.38554496 0.65512517 0.44651439] [ 0.83110813 0.33844124 0.52372802 0.35739658 0.4418673 ] [ 0.60592993 0.48872312 0.60664767 0.42982929 0.45891106] [ 0.66637644 0.45550569 0.50671018 0.33416128 0.33157197] [ 0.67956106 0.48284939 0.30219183 0.42086824 0.35261497] [ 0.5444698 0.34138843 0.5643063 0.65264124 0.44879565] [ 0.8543643 0.32343468 0.58662947 0.24656239 0.33413444] [ 0.55220191 0.47335865 0.4935111 0.54826622 0.41281942] [ 0.75883917 0.51695208 0.64776548 0.40655322 0.34758565] [ 0.65339074 0.37942836 0.72408038 0.50492692 0.35673251] [ 0.68009903 0.59599206 0.40248285 0.50306431 0.42999148] [ 0.53485908 0.62176901 0.49661402 0.52014943 0.49288642] [ 0.69156974 0.4097752 0.43859072 0.53900607 0.40958311] [ 0.69683142 0.55146293 0.4121395 0.40530251 0.36663743] [ 0.67608145 0.4392229 0.61971356 0.38099901 0.4771196 ] [ 0.56913894 0.43947639 0.45319079 0.5555769 0.27231344] [ 0.53917956 0.4240494 0.48528799 0.39540358 0.36973184] [ 0.27659337 0.53582371 0.57059087 0.65281518 0.41491254] [ 0.32608301 0.50004885 0.57774447 0.67466821 0.63847158] [ 0.32760215 0.51407783 0.30114809 0.79084817 0.44135435] [ 0.65977713 0.65344885 0.39834885 0.52474485 0.39703515] [ 0.14776972 0.56561407 0.45948087 0.88205915 0.55044673] [ 0.56554522 0.63237597 0.38364869 0.57614803 0.44952871] [ 0.53044774 0.62516339 0.43598574 0.53347185 0.42579808] [ 0.32970438 0.49456629 0.4029147 0.54210322 0.36590293] [ 0.55612418 0.46514501 0.36966014 0.42302023 0.43541559] [ 0.84005794 0.51183214 0.4239864 0.3001184 0.37599116] [ 0.65478601 0.47555445 0.50233934 0.40499015 0.42284062] [ 0.61744471 0.56849284 0.56479446 0.57496028 0.49184941] [ 0.57283193 0.48451089 0.47699039 0.45870657 0.62066917] [ 0.83135991 0.42456551 0.42798465 0.29802011 0.45343636] [ 0.69101126 0.388525 0.54208503 0.38320119 0.51313177] [ 0.51847371 0.66753948 0.39201741 0.67237128 0.41664105] [ 0.82458852 0.35922313 0.59888891 0.19309745 0.35317302] [ 0.60355751 0.46252667 0.55822561 0.52404154 0.43167993] [ 0.87702225 0.36611028 0.48478331 0.31112853 0.39397729] [ 0.34527821 0.58536419 0.57962155 0.77421921 0.52227026] [ 0.66458613 0.42137212 0.54702294 0.30171134 0.5409575 ] [ 0.23815331 0.60072017 0.45344573 0.70426157 0.49489529] [ 0.62536768 0.43923931 0.56499055 0.59447665 0.46518417] [ 0.49450841 0.42373843 0.54115838 0.47356132 0.6141491 ] [ 0.84955747 0.32954079 0.68243377 0.1605626 0.40387551] [ 0.51036141 0.58748536 0.52630819 0.56966536 0.47588805] [ 0.4131596 0.62989861 0.43771126 0.57606167 0.45617345] [ 0.52127773 0.45606244 0.56615343 0.54662308 0.45300287] [ 0.54195001 0.46567522 0.54185979 0.44759589 0.47669822] [ 0.55582531 0.37443299 0.55990657 0.38608181 0.32165285] [ 0.44340795 0.4713572 0.59755804 0.36435994 0.51891882] [ 0.7209498 0.54375169 0.3497542 0.54468478 0.35953841] [ 0.49988924 0.46938572 0.60978036 0.53896183 0.57302175] [ 0.56897261 0.53066211 0.52587018 0.41534774 0.47506484] [ 0.35599461 0.48107669 0.61219973 0.71255713 0.34812722] [ 0.3180307 0.51604806 0.4460195 0.68565705 0.40349675] [ 0.70155399 0.47634942 0.50279701 0.35216678 0.42563826] [ 0.33907657 0.47735796 0.59479995 0.65668546 0.64251719] [ 0.74568616 0.50325896 0.39103532 0.2324534 0.28858071] [ 0.3693365 0.39426087 0.49068178 0.43875077 0.73068731] [ 0.32788712 0.62455722 0.53897467 0.91020002 0.57916024] [ 0.52962459 0.47332498 0.54413605 0.38545523 0.6221095 ] [ 0.61607025 0.55385021 0.46728881 0.46045904 0.4136735 ] [ 0.47774187 0.5946708 0.44240909 0.69291668 0.56939646] [ 0.6825615 0.51715104 0.38360572 0.30220503 0.3263779 ] [ 0.38258431 0.54107909 0.396335 0.667784 0.44887255] [ 0.22618963 0.74524207 0.34619581 0.86586047 0.47400103] Progress: 39.8% ... Training loss: 0.530 ... Validation loss: 0.892[ 0.30592275 0.68075234 0.34098523 0.67544118 0.51901441] [ 0.57689774 0.54213575 0.43242309 0.572854 0.38919248] [ 0.27538366 0.45670807 0.43998296 0.69056226 0.45847565] [ 0.34628629 0.54091292 0.39512947 0.625408 0.54210767] [ 0.64566947 0.45945277 0.55764875 0.37826035 0.36652693] [ 0.78014975 0.36309086 0.47300501 0.20066442 0.30795 ] [ 0.73543559 0.37215015 0.51733885 0.42710935 0.39276072] [ 0.12613794 0.52669791 0.50485461 0.88256011 0.6326823 ] [ 0.49167532 0.57771226 0.52419823 0.659084 0.36277852] [ 0.4307802 0.60919608 0.56224712 0.80569542 0.51972151] [ 0.55618786 0.42224061 0.59276942 0.28636261 0.47105632] [ 0.63500704 0.45872167 0.5735595 0.64632709 0.44668212] [ 0.21914889 0.67142182 0.37044304 0.7396074 0.49788334] [ 0.39739432 0.68943402 0.44477097 0.63027947 0.48601874] [ 0.32350746 0.54850484 0.44539096 0.72064335 0.43425903] [ 0.32145119 0.71161788 0.29864028 0.75665924 0.36114411] [ 0.30839519 0.63463854 0.33178115 0.51948075 0.52727115] [ 0.69084404 0.52406504 0.43220145 0.7554189 0.43696308] [ 0.52556076 0.60916343 0.50069692 0.55188146 0.46142952] [ 0.44612337 0.44056994 0.58985848 0.76720906 0.51640935] [ 0.92696117 0.2999159 0.63216781 0.10953119 0.32749567] [ 0.85822904 0.42388345 0.47143867 0.23647304 0.3953076 ] [ 0.115898 0.47868233 0.42903805 0.9316735 0.62643693] [ 0.18824231 0.72744626 0.46548605 0.73933275 0.60917208] [ 0.70441944 0.49131955 0.44120833 0.24521881 0.42850632] [ 0.22011 0.582819 0.38901214 0.88220595 0.47524385] [ 0.63414969 0.45589643 0.38875203 0.58426464 0.33519576] [ 0.16565767 0.62682254 0.52611727 0.76148606 0.5307725 ] [ 0.2173295 0.59162184 0.52104526 0.83615108 0.58989269] [ 0.33414075 0.61248419 0.37793048 0.63140002 0.55928348] [ 0.4357159 0.51404452 0.53518588 0.69733188 0.50876357] [ 0.41962881 0.51132988 0.50406244 0.64119036 0.58184844] [ 0.71036954 0.39800327 0.57356896 0.63579665 0.37994832] [ 0.66298574 0.53264013 0.40164692 0.51060389 0.30979131] [ 0.73780744 0.44123308 0.42594584 0.36534051 0.41324132] [ 0.71299166 0.56019163 0.43324705 0.46020625 0.37561046] [ 0.70992899 0.52480707 0.47905036 0.33840234 0.33554232] [ 0.74577473 0.52489652 0.52145356 0.30175285 0.46662096] [ 0.48260055 0.50802645 0.55789793 0.81328849 0.53677841] [ 0.52286036 0.42333735 0.3820443 0.59210975 0.48717738] [ 0.54996384 0.30626444 0.55896483 0.64273818 0.46898062] [ 0.70438307 0.46607961 0.41494154 0.40402642 0.34258935] [ 0.31726695 0.57976805 0.5250823 0.75491475 0.43285185] [ 0.59438164 0.51590461 0.35058092 0.44175276 0.36219133] [ 0.24127258 0.63001079 0.51855068 0.87688252 0.60736657] [ 0.59873425 0.50673695 0.52684456 0.56663689 0.36392957] [ 0.44197123 0.63222854 0.40451918 0.53029791 0.38224909] [ 0.60874928 0.41947298 0.47591012 0.31528612 0.41630193] [ 0.13127711 0.5136582 0.40062268 0.91644767 0.64798725] [ 0.79084173 0.41545509 0.45797272 0.30831462 0.35583621] [ 0.72782997 0.33913611 0.63759419 0.43960955 0.29869132] [ 0.47682301 0.57077385 0.50490377 0.46810569 0.52080753] [ 0.53337721 0.5995137 0.55419966 0.50624782 0.41314513] [ 0.54689888 0.43549536 0.39084281 0.51464005 0.5369012 ] [ 0.83463914 0.29160893 0.54336703 0.13692163 0.43433283] [ 0.75495053 0.65049405 0.48907184 0.36965004 0.48288396] [ 0.69970318 0.47932996 0.42184892 0.31331179 0.42710848] [ 0.66909205 0.56692966 0.37787205 0.65749894 0.37739372] [ 0.42376444 0.55952035 0.4301552 0.65380846 0.47448074] [ 0.72321241 0.42017564 0.65958668 0.59087632 0.35236898] [ 0.33650802 0.61226342 0.47124687 0.61073745 0.41443098] [ 0.2475834 0.50738773 0.58358941 0.69986456 0.46238796] [ 0.55326842 0.48227117 0.52627699 0.39609283 0.55813378] [ 0.53634675 0.48417692 0.39919799 0.52255011 0.40384252] [ 0.79655 0.51001049 0.49486176 0.5114681 0.37037384] [ 0.41744772 0.68115635 0.39658491 0.68541703 0.54885334] [ 0.19734175 0.66855625 0.44379724 0.78252062 0.50882118] [ 0.5526405 0.63419854 0.3541646 0.71261774 0.53611633] [ 0.22722068 0.61319557 0.33794995 0.86067341 0.46883194] [ 0.5111913 0.45409022 0.54315097 0.6223184 0.51816996] [ 0.60345743 0.60519372 0.35915259 0.46231747 0.36846873] [ 0.80199541 0.39438805 0.55899234 0.28216633 0.40276019] [ 0.74743924 0.31081804 0.47663338 0.30237591 0.45649134] [ 0.59389957 0.62052451 0.43491186 0.53847083 0.39235439] [ 0.69046839 0.40147966 0.57104646 0.3638139 0.40505731] [ 0.6524219 0.46341467 0.44587428 0.55215578 0.47001766] [ 0.5127028 0.36103187 0.50419864 0.6153406 0.5107097 ] [ 0.55136075 0.42078476 0.40940267 0.62968104 0.35215218] [ 0.53502672 0.51484929 0.42400052 0.61050073 0.58137701] [ 0.31485925 0.64493237 0.38129899 0.78968362 0.42951707] [ 0.82122444 0.53550108 0.48169024 0.39752719 0.32855046] [ 0.82160787 0.30600688 0.36825623 0.25132159 0.28372032] [ 0.49462755 0.61399167 0.50166922 0.7522989 0.52843681] [ 0.69807907 0.58278261 0.53846244 0.53314424 0.43457688] [ 0.61598921 0.37904699 0.52630407 0.58201005 0.47489005] [ 0.44847394 0.53706759 0.48149907 0.50261522 0.6762532 ] [ 0.68583642 0.53448938 0.51041266 0.41257319 0.40510971] [ 0.24016062 0.53993478 0.50974771 0.90620988 0.60087821] [ 0.34074533 0.58604829 0.41949508 0.6950617 0.507463 ] [ 0.82268851 0.38576411 0.60864251 0.22202193 0.45982938] [ 0.44402148 0.60449307 0.43062719 0.80040731 0.55211502] [ 0.53910368 0.49743486 0.44588304 0.54659439 0.54727042] [ 0.62442137 0.423669 0.65054732 0.44948 0.41839315] [ 0.46800871 0.55663582 0.38244311 0.58854282 0.5226793 ] [ 0.40309548 0.5536306 0.47702199 0.71538987 0.56937127] [ 0.34747507 0.62108128 0.50313981 0.76369507 0.6163986 ] [ 0.30723165 0.67481987 0.35896284 0.7758343 0.4480048 ] [ 0.74693724 0.43977705 0.478158 0.19485766 0.38865219] [ 0.63604792 0.48064106 0.43162195 0.50231914 0.39827451] [ 0.71218605 0.36337675 0.58170515 0.39499738 0.43003956] [ 0.16110104 0.5444161 0.46442673 0.87981711 0.68354107] [ 0.67648395 0.53217201 0.49201379 0.73024409 0.41060734] [ 0.87104016 0.35965225 0.57577951 0.18211283 0.37039306] [ 0.58627649 0.57224653 0.47138953 0.49912983 0.33576615] [ 0.70448215 0.48098659 0.50946778 0.53781245 0.47114804] [ 0.7045045 0.62030541 0.31413858 0.61491131 0.42396971] [ 0.44948282 0.66006832 0.50568784 0.50332622 0.41065338] [ 0.58287201 0.53590698 0.41638551 0.48348588 0.41921981] [ 0.82562049 0.4669371 0.58112275 0.38141844 0.30944211] [ 0.73868027 0.41080749 0.58202731 0.14012033 0.31200724] [ 0.41341249 0.54673434 0.44907752 0.67069321 0.65887232] [ 0.18364322 0.68439003 0.44482119 0.79902197 0.65718291] [ 0.57520488 0.57967008 0.46720297 0.4120612 0.47767116] [ 0.18460376 0.57832883 0.55392979 0.79832711 0.63758645] [ 0.27295152 0.52349279 0.43383369 0.81218778 0.43532387] [ 0.29618667 0.5638052 0.49524427 0.80807317 0.55102109] [ 0.14605436 0.62987766 0.36844506 0.91807188 0.53066221] [ 0.36573868 0.51985538 0.57995305 0.806722 0.48531098] [ 0.49918348 0.49831272 0.50136108 0.47292118 0.47174436] [ 0.41386113 0.58224999 0.49042027 0.72633498 0.58012629] [ 0.14833327 0.61857261 0.39313961 0.90548413 0.56432622] [ 0.82970124 0.34912789 0.49547369 0.20599051 0.39326619] [ 0.45747897 0.39780791 0.45320939 0.47205248 0.45024486] [ 0.83986019 0.32488911 0.40115915 0.32340588 0.32568132] [ 0.26982575 0.65922915 0.51215393 0.63777873 0.55452411] [ 0.53227687 0.4102608 0.65082028 0.61117498 0.37850439] [ 0.83170302 0.37813616 0.52573148 0.29500189 0.39292573] [ 0.55614862 0.50933583 0.44810374 0.40847006 0.48375219] Progress: 39.9% ... Training loss: 0.530 ... Validation loss: 0.892[ 0.33782842 0.46956917 0.48950136 0.67239927 0.58944875] [ 0.79875868 0.54003751 0.47466997 0.29711687 0.30457174] [ 0.68001393 0.44527484 0.55116226 0.42172548 0.54038749] [ 0.78921416 0.46240388 0.52834583 0.20659949 0.31971275] [ 0.74151256 0.49066303 0.38729939 0.50974862 0.38355564] [ 0.4259534 0.46761748 0.62377763 0.61467955 0.51581399] [ 0.54181326 0.58042071 0.41753438 0.38930803 0.43535037] [ 0.66219102 0.53579432 0.25750945 0.42118151 0.38695765] [ 0.24176334 0.59820081 0.50594381 0.73240078 0.45042181] [ 0.44518378 0.6457328 0.56169118 0.67981912 0.43216925] [ 0.55243305 0.62655877 0.44188796 0.5201056 0.39210711] [ 0.38963854 0.50041595 0.60811204 0.68046103 0.45527844] [ 0.50025879 0.55000068 0.44490728 0.57786455 0.52107625] [ 0.73198724 0.45778377 0.70313736 0.44673075 0.32767795] [ 0.7990844 0.45783516 0.50583861 0.28647463 0.46208357] [ 0.83892009 0.41089612 0.47175505 0.19465444 0.40027823] [ 0.82684981 0.3666861 0.6877923 0.21922724 0.43023956] [ 0.75286854 0.43232031 0.47606251 0.29411643 0.43832351] [ 0.78839259 0.3780676 0.48914943 0.29885536 0.36890299] [ 0.78380655 0.57896081 0.33238248 0.5828702 0.3886854 ] [ 0.46639231 0.67873671 0.46048369 0.59044999 0.37807794] [ 0.186417 0.48327257 0.41274123 0.87014134 0.51656453] [ 0.59686389 0.37981457 0.64169583 0.55595278 0.32847391] [ 0.79427162 0.43474791 0.53926624 0.36088025 0.47589143] [ 0.51896972 0.51272697 0.47960366 0.59273381 0.44040739] [ 0.43302916 0.40373846 0.6037733 0.6684759 0.61843424] [ 0.56687995 0.46231592 0.49690891 0.47783424 0.42294292] [ 0.69112311 0.40236211 0.59803955 0.11825151 0.50984962] [ 0.68483591 0.39031789 0.56335439 0.30533739 0.39175556] [ 0.67225396 0.57760291 0.40042179 0.52852627 0.44139537] [ 0.33210454 0.6232577 0.40631879 0.84496067 0.49694746] [ 0.60332667 0.47819966 0.45527434 0.73763293 0.33805158] [ 0.72091529 0.33913391 0.62883878 0.33624573 0.43936301] [ 0.47987721 0.43691521 0.58498666 0.70358622 0.38895222] [ 0.51646417 0.62335551 0.40373929 0.59032968 0.43393893] [ 0.44184679 0.5214407 0.37533682 0.60042987 0.511513 ] [ 0.51989944 0.49971741 0.4703204 0.68882552 0.32808246] [ 0.36572561 0.57186202 0.36338788 0.68118469 0.45163189] [ 0.2337252 0.69120333 0.30118348 0.68162297 0.55920162] [ 0.81304345 0.26728232 0.38196826 0.19184493 0.27877541] [ 0.36451269 0.68484506 0.36656646 0.71347965 0.40318354] [ 0.14430434 0.50931279 0.37879121 0.83430347 0.58704608] [ 0.13443273 0.67837884 0.39036013 0.64219701 0.55253874] [ 0.39744748 0.57487734 0.40952413 0.66378836 0.54923777] [ 0.70293789 0.45395236 0.60983789 0.306905 0.45569494] [ 0.21153565 0.48183917 0.57730256 0.89542059 0.65638117] [ 0.64078394 0.40339427 0.58070924 0.47982557 0.37113459] [ 0.3683175 0.63193051 0.42660451 0.67579244 0.40305562] [ 0.68466163 0.45904954 0.37014017 0.36551406 0.32094145] [ 0.79201359 0.33181797 0.5766315 0.29035044 0.33160593] [ 0.2083095 0.64380107 0.46074012 0.86575343 0.46543881] [ 0.81716266 0.43092893 0.42868733 0.19765342 0.31524274] [ 0.42775036 0.58186718 0.51608357 0.57428895 0.43433314] [ 0.42325044 0.49459866 0.49462594 0.65132912 0.39435218] [ 0.52195537 0.47149996 0.51606536 0.56957605 0.53530048] [ 0.51865547 0.49629278 0.51447728 0.43043679 0.52158601] [ 0.16823167 0.64724791 0.37816736 0.90859473 0.48452345] [ 0.47302367 0.56351601 0.58114756 0.59484587 0.39708684] [ 0.64141794 0.49571455 0.53307033 0.35137906 0.47496292] [ 0.84130161 0.47743376 0.34271266 0.40694432 0.30836818] [ 0.55063852 0.65873318 0.41906424 0.59184721 0.5336452 ] [ 0.34299444 0.64516011 0.42536843 0.63975129 0.59553382] [ 0.26306888 0.65870094 0.47884722 0.73017351 0.35409284] [ 0.64493068 0.63587458 0.50624338 0.46268076 0.35668057] [ 0.23020966 0.74551844 0.2945003 0.77053028 0.50720666] [ 0.35192918 0.50952659 0.56392678 0.57617902 0.56716215] [ 0.27998966 0.47023329 0.56239382 0.69699057 0.43381352] [ 0.3878637 0.43053781 0.5549777 0.61711002 0.60641659] [ 0.47991195 0.58824427 0.38886589 0.66496488 0.38037737] [ 0.39591023 0.47764971 0.51068661 0.73527006 0.35569944] [ 0.52412258 0.57279304 0.40531617 0.51610741 0.40816061] [ 0.41434112 0.49347074 0.53043865 0.53444039 0.55713197] [ 0.38611706 0.55046088 0.499508 0.795042 0.40394873] [ 0.65060152 0.38320601 0.52448922 0.47149696 0.51946018] [ 0.36708059 0.55572989 0.43868981 0.66200965 0.54335299] [ 0.3072816 0.57925547 0.36152327 0.76412225 0.57799379] [ 0.68607991 0.40914188 0.59847846 0.19395489 0.52847966] [ 0.16423574 0.65600691 0.48240737 0.80276979 0.56172363] [ 0.49384248 0.46489547 0.37342268 0.67322345 0.4766686 ] [ 0.24838096 0.63123567 0.38193845 0.72071346 0.49719486] [ 0.76136879 0.45099896 0.40501296 0.23226979 0.3067111 ] [ 0.45427016 0.57901728 0.60737374 0.58348946 0.47317002] [ 0.33370598 0.58157657 0.48834552 0.68875771 0.51489459] [ 0.47013662 0.68762657 0.43056599 0.73695412 0.51823187] [ 0.65603294 0.47407643 0.38069366 0.37538263 0.3989165 ] [ 0.59379001 0.44631227 0.52252413 0.63169072 0.29271415] [ 0.56729618 0.67926402 0.47445856 0.58575159 0.37358788] [ 0.73722494 0.48722301 0.44632432 0.38555914 0.41523538] [ 0.35885679 0.66197861 0.4699813 0.68376629 0.48640971] [ 0.62853342 0.58932767 0.51936023 0.45099527 0.43416421] [ 0.329951 0.58626485 0.45959105 0.82470235 0.44299861] [ 0.60537461 0.30793949 0.45289797 0.44961004 0.43738658] [ 0.15592512 0.63073151 0.46474231 0.81840264 0.45850654] [ 0.40442769 0.61555174 0.4470691 0.60650883 0.46411064] [ 0.75479106 0.44964724 0.42731195 0.27349229 0.35146294] [ 0.49205064 0.51872243 0.36954307 0.49448943 0.37676429] [ 0.70626696 0.37605752 0.45824861 0.33919243 0.34746252] [ 0.26676087 0.54473192 0.44695285 0.68777142 0.57289883] [ 0.33658206 0.49703979 0.4918034 0.69350502 0.55605169] [ 0.74791876 0.42027057 0.5611733 0.33146487 0.37068711] [ 0.32043547 0.53910646 0.47990293 0.77503247 0.49902021] [ 0.61120106 0.66890028 0.43843668 0.58408273 0.35852508] [ 0.62024315 0.34507637 0.63856698 0.61389009 0.47056272] [ 0.60073412 0.5823572 0.60110169 0.59692111 0.47761287] [ 0.55260396 0.64253497 0.38465616 0.62656376 0.4903576 ] [ 0.41321243 0.67866228 0.4792704 0.59446695 0.40741136] [ 0.62446023 0.63256497 0.45733036 0.34149725 0.42183399] [ 0.57742411 0.54209527 0.4324557 0.5724519 0.38916896] [ 0.71308956 0.56011411 0.43328416 0.46008832 0.37558415] [ 0.82540583 0.40004761 0.57870885 0.18819001 0.35178796] [ 0.52237504 0.61905641 0.46446728 0.58229326 0.51144693] [ 0.8509966 0.45020986 0.52107675 0.33299505 0.39437746] [ 0.3638802 0.47008635 0.39977033 0.45190626 0.52146954] [ 0.50737174 0.65733864 0.35387169 0.49537795 0.35580492] [ 0.59901489 0.48782689 0.56196954 0.65359751 0.43495474] [ 0.56169339 0.6309354 0.45315772 0.53286091 0.49505977] [ 0.38588771 0.59286069 0.37005262 0.66782572 0.36244206] [ 0.60694573 0.37134471 0.42432628 0.49062783 0.42368051] [ 0.58633654 0.62103856 0.34918123 0.50295147 0.35775444] [ 0.73983884 0.48240806 0.54140484 0.35407751 0.38083388] [ 0.55757839 0.52093893 0.40011659 0.47844103 0.38816821] [ 0.59871374 0.51758087 0.5275135 0.45323018 0.55861505] [ 0.39676926 0.54782105 0.54914376 0.79672029 0.57654153] [ 0.8581328 0.33320026 0.56194066 0.24684714 0.2820602 ] [ 0.4447295 0.52039842 0.42306124 0.63650366 0.38865554] [ 0.76611364 0.39183005 0.60091876 0.36302755 0.41347775] [ 0.44780701 0.62926801 0.51217011 0.68049314 0.44420741] [ 0.46201016 0.55626093 0.46143656 0.62132169 0.37573777] Progress: 39.9% ... Training loss: 0.530 ... Validation loss: 0.888[ 0.557285 0.67183021 0.39256854 0.49099556 0.32397075] [ 0.90401633 0.31743055 0.61692622 0.26806159 0.314714 ] [ 0.34969162 0.47973825 0.53446194 0.55012272 0.50804188] [ 0.45505678 0.52477442 0.42972698 0.65186337 0.35082709] [ 0.24568365 0.55301026 0.53885895 0.73047839 0.57130227] [ 0.25580083 0.60463914 0.43979562 0.84730695 0.46095768] [ 0.74417635 0.41513849 0.40909618 0.15537821 0.27830202] [ 0.81852168 0.47284477 0.51661739 0.20390124 0.37962199] [ 0.17261808 0.5369385 0.35292855 0.9047734 0.51933478] [ 0.64976982 0.59395015 0.44155708 0.56676623 0.34709792] [ 0.52699589 0.47787302 0.49631553 0.64662218 0.61142458] [ 0.55880643 0.47126308 0.51719426 0.67119729 0.38994187] [ 0.73862804 0.56777096 0.53812338 0.45825369 0.43576803] [ 0.23103147 0.72182699 0.37767377 0.75907965 0.4604404 ] [ 0.71186648 0.45783174 0.59118377 0.33378999 0.53518 ] [ 0.25290702 0.52864272 0.43518675 0.72954632 0.49759872] [ 0.71902167 0.50512027 0.46086331 0.28419951 0.48097115] [ 0.78343193 0.47803812 0.5082273 0.23401101 0.38796158] [ 0.39246168 0.618503 0.55011419 0.85988217 0.53610253] [ 0.49428698 0.57903328 0.49834491 0.46264206 0.43229729] [ 0.79845805 0.45625091 0.53658973 0.25184576 0.39697218] [ 0.34692022 0.62173275 0.50281597 0.76407844 0.61666722] [ 0.2065423 0.57305189 0.54039642 0.90334783 0.56181176] [ 0.44894987 0.53960826 0.54335764 0.73394353 0.49924943] [ 0.30477163 0.5450885 0.42722064 0.78834495 0.37924046] [ 0.1452431 0.70248774 0.38470247 0.83494305 0.46192051] [ 0.55143252 0.45557204 0.4966003 0.49732135 0.42774013] [ 0.64636949 0.4227226 0.52086471 0.26413834 0.49983615] [ 0.70892486 0.45852643 0.40666966 0.34362585 0.32429407] [ 0.35568178 0.5109323 0.54103894 0.73526545 0.4620774 ] [ 0.41506158 0.59039081 0.33094552 0.76480159 0.65523734] [ 0.16323593 0.47915922 0.41310165 0.87393933 0.59027907] [ 0.54323816 0.61920171 0.31399865 0.53205404 0.37814155] [ 0.45330629 0.46756557 0.36097616 0.52797555 0.39377203] [ 0.69407113 0.56369729 0.56231352 0.60864664 0.42898348] [ 0.82854708 0.38048649 0.50837513 0.21593647 0.40374763] [ 0.37638908 0.61707975 0.3960503 0.64549215 0.44022369] [ 0.60613936 0.45809416 0.5175572 0.55570517 0.44099588] [ 0.66304374 0.48845139 0.55968524 0.5890813 0.50267439] [ 0.39228823 0.44379964 0.40922695 0.66654547 0.45430648] [ 0.81702033 0.3987976 0.44523243 0.21149104 0.38897351] [ 0.62314972 0.5624361 0.50069648 0.35350694 0.46340522] [ 0.21556426 0.76254981 0.35060052 0.79538205 0.5648159 ] [ 0.35761568 0.40807627 0.58914798 0.67540827 0.53731582] [ 0.19393757 0.56974047 0.49802358 0.80413725 0.64747638] [ 0.59731439 0.46248102 0.40693259 0.61992751 0.40267085] [ 0.66700431 0.52303369 0.4485882 0.41202088 0.3800079 ] [ 0.57575269 0.49772726 0.46132672 0.46284102 0.43899662] [ 0.58491049 0.43193587 0.39514022 0.59322357 0.37184453] [ 0.78042461 0.48514723 0.44778816 0.30555027 0.33037111] [ 0.53127287 0.42295776 0.56991699 0.4199434 0.54842684] [ 0.69635744 0.65430504 0.50262305 0.45894513 0.4967146 ] [ 0.42305059 0.49489865 0.49447278 0.65168398 0.39448699] [ 0.76872144 0.34194773 0.53840639 0.2954384 0.42180072] [ 0.51198424 0.55544839 0.56794585 0.77674458 0.40499064] [ 0.61867707 0.52791573 0.45110051 0.48340553 0.39623026] [ 0.71489737 0.36639288 0.65259658 0.3691541 0.42268398] [ 0.56985029 0.51186474 0.4675695 0.69618048 0.47700905] [ 0.5552659 0.44732129 0.44333252 0.48303581 0.41496746] [ 0.49166743 0.58785774 0.34820849 0.71861275 0.46761955] [ 0.30563583 0.52603847 0.2981693 0.87778811 0.55243865] [ 0.66659669 0.48326358 0.67326066 0.36621919 0.49580498] [ 0.73867517 0.44176149 0.42886038 0.24910118 0.21282545] [ 0.41406853 0.68973814 0.31437086 0.68347988 0.53031753] [ 0.84000168 0.36671508 0.5577238 0.20424504 0.45460983] [ 0.78068674 0.37318855 0.56088678 0.43798276 0.42076834] [ 0.53544785 0.43962391 0.54976389 0.67507023 0.41312612] [ 0.21218648 0.72660532 0.39820115 0.75972085 0.55022068] [ 0.43389296 0.65009716 0.36291751 0.64939086 0.51351967] [ 0.53264377 0.63198753 0.44073717 0.55945405 0.45054047] [ 0.89366169 0.28235533 0.54814366 0.19361919 0.35615927] [ 0.75837614 0.41595787 0.52978591 0.29078783 0.48183217] [ 0.38963761 0.4994892 0.43258179 0.85432006 0.47105247] [ 0.69827921 0.4302913 0.55225107 0.13912096 0.52288171] [ 0.61306061 0.39772691 0.53097645 0.6986825 0.49087433] [ 0.16157505 0.63877618 0.36512612 0.86173819 0.57345572] [ 0.35443283 0.55432511 0.4531126 0.56902275 0.55014062] [ 0.77364563 0.51338801 0.52674365 0.37303464 0.40481136] [ 0.83203772 0.33094392 0.52708238 0.3407334 0.34727934] [ 0.37798953 0.49828405 0.51749202 0.79387978 0.56785827] [ 0.74573074 0.54140521 0.59885116 0.47931081 0.35298328] [ 0.48306473 0.4994858 0.48885067 0.76798165 0.38047623] [ 0.41734617 0.41218307 0.41729129 0.81748252 0.48205588] [ 0.11125844 0.65506615 0.41647058 0.89737272 0.47680213] [ 0.71652361 0.41309351 0.57995102 0.2979132 0.39468835] [ 0.75881225 0.38596507 0.49704723 0.40660422 0.51730049] [ 0.38311088 0.67511733 0.39893689 0.58175095 0.4452142 ] [ 0.79874279 0.46816212 0.55513301 0.36005698 0.45356268] [ 0.21020172 0.60155757 0.53827473 0.75984369 0.56973119] [ 0.42717946 0.5558789 0.43783015 0.46753376 0.44621525] [ 0.54246363 0.55512701 0.5865548 0.46814992 0.52070442] [ 0.40967951 0.60622625 0.41182157 0.56768811 0.47596346] [ 0.79099246 0.49116147 0.39263981 0.47793575 0.42593352] [ 0.4731768 0.45612756 0.63218072 0.65215242 0.54204817] [ 0.73832044 0.50429759 0.36612116 0.49288007 0.37988097] [ 0.83595243 0.37307072 0.57747982 0.15175723 0.30198398] [ 0.44445317 0.52068583 0.42291649 0.63685747 0.38878535] [ 0.56545703 0.47311665 0.46175099 0.40032564 0.36203188] [ 0.45650706 0.55714408 0.54875322 0.72564413 0.51155155] [ 0.29441658 0.47135445 0.51932323 0.80715469 0.54377475] [ 0.21021107 0.56966759 0.54507453 0.71474704 0.5985941 ] [ 0.43158719 0.39579055 0.53371882 0.57212513 0.45107049] [ 0.48916221 0.47714017 0.50926912 0.7666996 0.56346824] [ 0.4685194 0.48106277 0.48785691 0.53719032 0.46332207] [ 0.6593044 0.56358238 0.60376224 0.44590302 0.47426395] [ 0.40967951 0.60622625 0.41182157 0.56768811 0.47596346] [ 0.78915903 0.35717286 0.49026834 0.17483834 0.4168794 ] [ 0.60278343 0.49666557 0.53359812 0.44762494 0.38659035] [ 0.43344017 0.62776552 0.38034211 0.83640349 0.58778043] [ 0.54514839 0.6129995 0.49251311 0.54091989 0.47431703] [ 0.46008924 0.61711935 0.32361415 0.79278862 0.61890729] [ 0.8049276 0.32843209 0.63008552 0.15958785 0.47210032] [ 0.66736938 0.40274132 0.60395165 0.64096419 0.43089105] [ 0.38779419 0.60088309 0.29852947 0.72274002 0.56458828] [ 0.20763635 0.52426772 0.39018382 0.85758292 0.46434621] [ 0.56577925 0.52061729 0.49165026 0.62498272 0.51791125] [ 0.68318565 0.4737319 0.39221843 0.3661036 0.39871872] [ 0.74993305 0.32078109 0.48027364 0.41609739 0.41309064] [ 0.74948805 0.38597364 0.44453524 0.40196529 0.47156177] [ 0.6577908 0.58177883 0.35746067 0.49245606 0.33270455] [ 0.44570345 0.44818081 0.48816908 0.74378981 0.4789532 ] [ 0.24588079 0.71781461 0.38136493 0.77741591 0.57470175] [ 0.65640346 0.51201713 0.574127 0.37683737 0.39866039] [ 0.6200628 0.43557188 0.45971917 0.39602686 0.44140945] [ 0.32562732 0.53208574 0.48850896 0.53034868 0.51463072] [ 0.6341827 0.36854185 0.48085187 0.28507792 0.34597728] [ 0.2568814 0.58771327 0.4085661 0.65617491 0.60455142] [ 0.18621218 0.57575578 0.39638517 0.76883423 0.41458657] Progress: 40.0% ... Training loss: 0.529 ... Validation loss: 0.889[ 0.62138651 0.66277075 0.27169524 0.47356627 0.31727634] [ 0.33238748 0.6187115 0.38391005 0.74469575 0.3069228 ] [ 0.80636305 0.50687125 0.53565275 0.22024862 0.46313362] [ 0.45574282 0.48751795 0.44040104 0.78122494 0.38806089] [ 0.75389342 0.45570341 0.45714029 0.2100518 0.33576985] [ 0.8533552 0.4461699 0.40687538 0.34205421 0.37385509] [ 0.30348704 0.45183473 0.49066582 0.81728261 0.57885331] [ 0.7276174 0.34694087 0.47636267 0.24043339 0.39561936] [ 0.18873068 0.65272493 0.35613282 0.68921148 0.43848824] [ 0.73611323 0.33256228 0.58395545 0.47680088 0.38488734] [ 0.28278893 0.55480931 0.4491035 0.75600197 0.51834154] [ 0.46492104 0.41435728 0.51517912 0.66688435 0.4674228 ] [ 0.3672447 0.53227292 0.42678119 0.50434486 0.47800341] [ 0.22988443 0.60340455 0.44820288 0.82008224 0.41679061] [ 0.19222316 0.64120129 0.44483164 0.862432 0.43568023] [ 0.55366668 0.6199615 0.47407017 0.59471431 0.46217404] [ 0.48416883 0.53150741 0.4006509 0.48429698 0.49326984] [ 0.46387778 0.53326596 0.47281023 0.50359018 0.5033497 ] [ 0.5747212 0.46304627 0.64418446 0.72713422 0.39140573] [ 0.46025096 0.62965495 0.3839546 0.64517563 0.40932106] [ 0.68869203 0.49434544 0.35505192 0.43070344 0.33582444] [ 0.37380724 0.51758037 0.45856175 0.7994342 0.52320988] [ 0.41848498 0.52766345 0.50979453 0.71253854 0.30366244] [ 0.3765216 0.48451803 0.4401983 0.5500609 0.48332747] [ 0.49761927 0.60369201 0.50226493 0.54880055 0.38610268] [ 0.49967449 0.45092079 0.43506093 0.55533279 0.41089965] [ 0.26540338 0.56084192 0.43039452 0.73832604 0.41143342] [ 0.37716999 0.62499812 0.36847489 0.63846925 0.46477723] [ 0.59907284 0.50903648 0.36892717 0.50142416 0.37631306] [ 0.25764947 0.64031254 0.44282349 0.81640583 0.58621036] [ 0.19718226 0.68848513 0.37251255 0.78554097 0.56513522] [ 0.28189631 0.62333253 0.30005564 0.81687709 0.46240798] [ 0.19409995 0.51863774 0.32516168 0.80422814 0.51377276] [ 0.37932549 0.6847031 0.32254437 0.5662109 0.42441843] [ 0.33258033 0.53873373 0.5369595 0.85896279 0.54675495] [ 0.55253707 0.51200599 0.58336426 0.59445266 0.34265421] [ 0.53288001 0.68927685 0.55754565 0.64424998 0.56685434] [ 0.29839796 0.44852645 0.43491022 0.84654605 0.54223307] [ 0.64419039 0.54789798 0.44181652 0.52858071 0.3745572 ] [ 0.78024018 0.51996521 0.49242442 0.44477506 0.44491929] [ 0.2317262 0.52979593 0.42952037 0.8432695 0.61864404] [ 0.51570487 0.48000567 0.5279626 0.64191047 0.42825964] [ 0.13343303 0.61515433 0.55418613 0.86939468 0.57861755] [ 0.52226591 0.38618897 0.45402529 0.57420933 0.53804498] [ 0.53966281 0.45583428 0.62646445 0.62367717 0.50504857] [ 0.77809881 0.4431539 0.49475309 0.21979567 0.40971491] [ 0.32321641 0.42463422 0.44498085 0.74478085 0.50142992] [ 0.68657409 0.52491594 0.48741013 0.26045564 0.45553867] [ 0.85838101 0.363111 0.50774784 0.2089498 0.32024565] [ 0.43680509 0.51402728 0.53515344 0.69701118 0.50879267] [ 0.31605899 0.42845524 0.56513997 0.63431482 0.63972184] [ 0.77735571 0.36144525 0.51453212 0.23574378 0.33976247] [ 0.47046647 0.41666959 0.6041701 0.67166227 0.51052804] [ 0.69598489 0.54896641 0.42160153 0.53197578 0.3656513 ] [ 0.24593735 0.66166863 0.39213581 0.7626976 0.60154736] [ 0.71190466 0.43016598 0.53760266 0.36798513 0.44484077] [ 0.13949538 0.66365745 0.46395892 0.75679686 0.56401683] [ 0.30576685 0.6268155 0.50327235 0.83949288 0.45179341] [ 0.92272508 0.34741912 0.47089029 0.19837129 0.32303653] [ 0.29121958 0.61734364 0.52385839 0.75121052 0.50721538] [ 0.66941419 0.39853654 0.45792611 0.38798212 0.46106283] [ 0.26891297 0.47879507 0.56149526 0.76018836 0.63043933] [ 0.34667102 0.63024526 0.44612926 0.61649788 0.3916746 ] [ 0.49317893 0.66235645 0.39530429 0.71901244 0.53709444] [ 0.83065901 0.30424389 0.58755706 0.20632414 0.43374445] [ 0.61940658 0.45984939 0.48398862 0.63858878 0.3128721 ] [ 0.42965219 0.4730876 0.60060143 0.69401088 0.36348026] [ 0.40374076 0.41231055 0.49598258 0.69364597 0.43432467] [ 0.34929496 0.63586017 0.60595766 0.65200064 0.64820431] [ 0.4769545 0.48523408 0.32724512 0.7730876 0.52248748] [ 0.29492283 0.63466013 0.43163746 0.53947063 0.46881001] [ 0.65135051 0.44787722 0.4304268 0.36442016 0.52127372] [ 0.56013025 0.61260836 0.34073189 0.55894627 0.44572297] [ 0.50893579 0.53880539 0.45019681 0.46127305 0.51917628] [ 0.72167386 0.50964437 0.44211212 0.29066878 0.38334411] [ 0.70620722 0.42704186 0.57865162 0.65158827 0.4228757 ] [ 0.55082438 0.40916275 0.59851911 0.65252072 0.35894127] [ 0.09161195 0.59116108 0.52505022 0.8537718 0.52102065] [ 0.40738622 0.65127451 0.27070353 0.69253657 0.41831504] [ 0.79932272 0.40477839 0.40074545 0.16869065 0.25783728] [ 0.52560744 0.3739626 0.45370853 0.44374684 0.54421011] [ 0.28759817 0.63122671 0.2938479 0.63342715 0.44713565] [ 0.8146046 0.43782796 0.5880304 0.27073007 0.42351295] [ 0.48408389 0.60991606 0.41935037 0.50354223 0.35021592] [ 0.43975384 0.57924502 0.63649722 0.49838796 0.51290175] [ 0.22547567 0.74615064 0.34568907 0.86618563 0.47455058] [ 0.62927241 0.46127713 0.53197217 0.51324861 0.47756708] [ 0.35806725 0.61992206 0.41794659 0.55988176 0.44735931] [ 0.38036657 0.5558414 0.41050403 0.74656267 0.36777883] [ 0.54876847 0.45008944 0.44277215 0.71674831 0.51981464] [ 0.34962545 0.49284439 0.44671953 0.54786045 0.49552086] [ 0.48849341 0.60120383 0.29663893 0.73908389 0.52546709] [ 0.88823346 0.393282 0.60807643 0.22306921 0.36962553] [ 0.66494035 0.59061854 0.4531555 0.41993719 0.54891888] [ 0.27141322 0.72377097 0.42434493 0.75716266 0.41073702] [ 0.78265824 0.31209991 0.57508831 0.32717524 0.49760655] [ 0.54945755 0.60090819 0.46305899 0.57825878 0.4618228 ] [ 0.89323133 0.43376468 0.51489901 0.24514411 0.37030537] [ 0.09579859 0.56581979 0.4071822 0.90199275 0.52089967] [ 0.56960254 0.47558052 0.53395864 0.7374205 0.40451087] [ 0.29814415 0.48543286 0.3924564 0.84198891 0.55775875] [ 0.60852536 0.54469793 0.4116577 0.53866216 0.35764281] [ 0.62130022 0.4858048 0.44354133 0.53346458 0.57998057] [ 0.20146398 0.62222268 0.37635269 0.77819331 0.48489926] [ 0.67007235 0.51424278 0.52973281 0.54644191 0.38393207] [ 0.76787056 0.54426676 0.35961399 0.45968804 0.33297601] [ 0.41096772 0.51317766 0.35973621 0.69439802 0.4340939 ] [ 0.39520347 0.61695556 0.39553121 0.53665785 0.41029226] [ 0.61732548 0.34631628 0.53493718 0.51998997 0.3665355 ] [ 0.69385912 0.46423404 0.40305634 0.29495587 0.40336212] [ 0.19877617 0.69780846 0.53428721 0.75254342 0.59995356] [ 0.60063663 0.30969747 0.57594797 0.66258379 0.48715035] [ 0.60388137 0.61411536 0.49069285 0.48974563 0.38952313] [ 0.43741813 0.71447078 0.42898197 0.76840794 0.5408107 ] [ 0.40581166 0.55886335 0.48232684 0.78013161 0.42340276] [ 0.43559418 0.54370215 0.45915725 0.45197529 0.4623941 ] [ 0.5396906 0.45811568 0.45587808 0.60222652 0.38453531] [ 0.25911421 0.65131744 0.42064766 0.85164759 0.40391203] [ 0.4769545 0.48523408 0.32724512 0.7730876 0.52248748] [ 0.78662769 0.28886751 0.5453246 0.234215 0.52837498] [ 0.59848723 0.37922005 0.64191337 0.55526714 0.32828008] [ 0.51177962 0.50691383 0.50455113 0.44924379 0.39979084] [ 0.70946128 0.42978956 0.51125575 0.30855642 0.44681408] [ 0.48479483 0.49171911 0.50286434 0.42326745 0.43140333] [ 0.41169383 0.68387523 0.47491892 0.6945459 0.49711795] [ 0.67664074 0.43348315 0.47509221 0.32623755 0.45706724] [ 0.66700963 0.4429327 0.53986388 0.24516025 0.38308377] [ 0.58485087 0.48835261 0.45613677 0.68683452 0.36129785] Progress: 40.0% ... Training loss: 0.529 ... Validation loss: 0.886[ 0.76386751 0.35095251 0.57215587 0.25765021 0.47805691] [ 0.58978157 0.42642964 0.50326893 0.42365769 0.44697106] [ 0.42148701 0.56773926 0.40817658 0.68933903 0.46256119] [ 0.78474146 0.39087602 0.5519789 0.21656397 0.43918608] [ 0.18690485 0.6034344 0.4350971 0.87829032 0.53970936] [ 0.35287771 0.53521941 0.48020401 0.6425624 0.56217057] [ 0.74229938 0.36653118 0.59808447 0.24298822 0.40887348] [ 0.49093658 0.51653204 0.41462111 0.35355874 0.40786942] [ 0.60006474 0.51906203 0.45355236 0.54142847 0.49219654] [ 0.20411164 0.64585592 0.34235332 0.89146764 0.51618319] [ 0.35316786 0.60460003 0.38224866 0.69988688 0.38399931] [ 0.42436804 0.53460417 0.41528728 0.58181439 0.4305145 ] [ 0.31830894 0.53032599 0.4707871 0.78987406 0.496583 ] [ 0.78137482 0.37959846 0.4382358 0.20544077 0.27955853] [ 0.77803165 0.43901932 0.44837789 0.34755421 0.36637606] [ 0.66930927 0.38358259 0.50306907 0.58055895 0.31667866] [ 0.79039829 0.54919441 0.48395897 0.35299187 0.48714773] [ 0.77399729 0.45811778 0.41163184 0.14188219 0.31125307] [ 0.16725394 0.72120552 0.55018769 0.81187842 0.61068092] [ 0.52306991 0.61012008 0.31723863 0.59344272 0.39469385] [ 0.50108669 0.42182171 0.52608723 0.63284319 0.36915689] [ 0.3706308 0.49075993 0.50286466 0.73078385 0.48270224] [ 0.48693791 0.67517308 0.46801194 0.68939202 0.52510931] [ 0.68665101 0.43583674 0.51215103 0.54667533 0.45645738] [ 0.80402062 0.48457973 0.57326523 0.18254139 0.38612746] [ 0.62482693 0.45340013 0.59706639 0.33335681 0.35576841] [ 0.73325236 0.49846043 0.52754847 0.41197743 0.47764947] [ 0.58264879 0.5331665 0.37821574 0.37024721 0.366945 ] [ 0.57239084 0.42914212 0.60841326 0.359642 0.5824919 ] [ 0.55082657 0.60114026 0.36938392 0.51174386 0.38200612] [ 0.75634702 0.35025851 0.63536391 0.52785839 0.415473 ] [ 0.51360674 0.44194527 0.54361067 0.58490648 0.41019039] [ 0.64006748 0.54859156 0.48998613 0.38988578 0.4933626 ] [ 0.33917261 0.4899119 0.43946654 0.80527812 0.470029 ] [ 0.71148047 0.46678878 0.57769133 0.42374101 0.45263829] [ 0.65548572 0.43761832 0.57416692 0.3370258 0.40764446] [ 0.36970124 0.47524998 0.4374745 0.8443682 0.44733415] [ 0.27419306 0.61156694 0.5394299 0.82039148 0.56343976] [ 0.7996758 0.47406317 0.54998651 0.20435571 0.46765388] [ 0.51475607 0.46257763 0.57604453 0.46188712 0.50443871] [ 0.5929489 0.61390846 0.40003182 0.47259954 0.33422093] [ 0.41849108 0.59323093 0.56127462 0.66873858 0.55170945] [ 0.36331483 0.56685391 0.32224279 0.56544585 0.48502914] [ 0.66234453 0.55556243 0.41790665 0.21141079 0.32350895] [ 0.16125567 0.66616421 0.34479259 0.8446803 0.53707565] [ 0.54376095 0.52582866 0.52908147 0.44647233 0.43595313] [ 0.31292627 0.57303163 0.56632866 0.65525623 0.45503728] [ 0.64644625 0.40791156 0.5946206 0.63619357 0.3978504 ] [ 0.4643622 0.4625884 0.38433781 0.51694051 0.51927612] [ 0.55093575 0.55295935 0.37339026 0.65571839 0.44275953] [ 0.41738848 0.63423027 0.46311249 0.74958655 0.5384847 ] [ 0.60045329 0.44289217 0.65230864 0.71870852 0.43379711] [ 0.54458063 0.44527012 0.5983355 0.36934552 0.48586749] [ 0.85537088 0.36862824 0.70209778 0.21577276 0.42046794] [ 0.56014657 0.56461096 0.37110545 0.38317833 0.32112637] [ 0.21438898 0.59615884 0.37269187 0.88324431 0.6501501 ] [ 0.57672174 0.54271966 0.43213972 0.57299753 0.38943253] [ 0.83612825 0.3541624 0.64294778 0.30927304 0.36453647] [ 0.4799122 0.50137491 0.62089999 0.70505793 0.48484802] [ 0.4973748 0.60188221 0.4027301 0.45033701 0.58707915] [ 0.67363934 0.49260449 0.655008 0.42580457 0.47853434] [ 0.59718825 0.45758015 0.43169587 0.45162414 0.52839394] [ 0.59343667 0.41617017 0.58298387 0.42784169 0.45199593] [ 0.75275862 0.44773889 0.54201464 0.10855165 0.45743468] [ 0.73290835 0.56687618 0.26592202 0.44918236 0.24457604] [ 0.65873976 0.7320889 0.40273476 0.71503037 0.48265649] [ 0.20005758 0.60847528 0.51477776 0.81953802 0.61087226] [ 0.70549759 0.47007444 0.56661205 0.29188256 0.53115443] [ 0.51115343 0.50998643 0.52069005 0.68121481 0.35017574] [ 0.53760305 0.47128847 0.47469444 0.50214476 0.58888874] [ 0.58864395 0.55339262 0.37145891 0.7137559 0.41186354] [ 0.41737941 0.43635286 0.66763346 0.65270798 0.49417797] [ 0.5396532 0.4838719 0.53120387 0.46876209 0.47733878] [ 0.50638837 0.62870173 0.58653769 0.38757989 0.57069828] [ 0.62046122 0.56438707 0.35685332 0.55214248 0.41497154] [ 0.6106686 0.39273617 0.45812071 0.33642761 0.46487239] [ 0.6601341 0.42872263 0.60089207 0.67746081 0.42765575] [ 0.60928511 0.41673786 0.54449207 0.51790446 0.50469054] [ 0.26449056 0.66828277 0.41304669 0.72809754 0.46317001] [ 0.52981773 0.51423782 0.52027493 0.44382946 0.55503127] [ 0.646457 0.35854194 0.555802 0.24111809 0.40072559] [ 0.45870254 0.53134961 0.537908 0.5378172 0.44213027] [ 0.53968098 0.55147787 0.59015382 0.51231222 0.46527777] [ 0.6992604 0.67369181 0.27830055 0.7546588 0.30104741] [ 0.62936726 0.47395181 0.3841545 0.48238814 0.33260997] [ 0.46199476 0.47729774 0.55001667 0.42458648 0.50313021] [ 0.35583192 0.67694372 0.46360372 0.6405385 0.36498337] [ 0.64010019 0.34117317 0.53301192 0.36867928 0.42633316] [ 0.66643642 0.4798383 0.57303732 0.65778813 0.4425263 ] [ 0.55572724 0.50164285 0.63172484 0.38298409 0.37168378] [ 0.56465947 0.51864904 0.44086802 0.35578318 0.34111265] [ 0.68869689 0.49442769 0.35500904 0.43068374 0.33585898] [ 0.26090488 0.55591426 0.64210503 0.79364097 0.42161532] [ 0.70442985 0.4144807 0.54706647 0.3442532 0.40301185] [ 0.21093732 0.46229855 0.3983598 0.89043398 0.56067466] [ 0.40008185 0.65902043 0.48374417 0.51141419 0.5108664 ] [ 0.59343667 0.41617017 0.58298387 0.42784169 0.45199593] [ 0.68392688 0.55406903 0.45488298 0.42870425 0.39384968] [ 0.41606743 0.53550857 0.48828969 0.75359221 0.4958313 ] [ 0.43135184 0.55030245 0.47716993 0.47880933 0.59546271] [ 0.34313403 0.47661851 0.45172496 0.7098062 0.41685862] [ 0.59971657 0.36100972 0.53763014 0.42811868 0.38466661] [ 0.58867999 0.41273032 0.45460437 0.16280678 0.33188327] [ 0.45651185 0.63541421 0.30063479 0.67443448 0.46088537] [ 0.83454014 0.30646384 0.54084195 0.23972829 0.45261502] [ 0.7021334 0.65621288 0.50928844 0.39014896 0.42286598] [ 0.1810998 0.57488822 0.35058605 0.92488661 0.65557978] [ 0.77991486 0.53950574 0.40884426 0.21325914 0.39017422] [ 0.74300456 0.35027984 0.61858212 0.38749769 0.33759788] [ 0.2612667 0.58179549 0.51331424 0.78164508 0.60971352] [ 0.7734754 0.42903802 0.37850523 0.3991639 0.43771126] [ 0.40069936 0.62680324 0.43797774 0.79508601 0.49866701] [ 0.4735904 0.46802681 0.57505817 0.45236965 0.51510836] [ 0.66999587 0.42110178 0.53836303 0.33172987 0.43606933] [ 0.75004836 0.51752471 0.51440668 0.32379442 0.52262147] [ 0.33607211 0.59654757 0.50589991 0.85764369 0.61408692] [ 0.43121796 0.49331888 0.45563912 0.62775527 0.33598398] [ 0.3298635 0.64425025 0.38471618 0.63377139 0.55262668] [ 0.66480219 0.31062713 0.61140205 0.30487779 0.36740916] [ 0.77487298 0.5089203 0.49698585 0.34958689 0.44328048] [ 0.57376991 0.47466226 0.49832091 0.49138998 0.48242165] [ 0.64610709 0.43028727 0.53827759 0.45949488 0.41660808] [ 0.66527277 0.4936987 0.48412656 0.38452811 0.48555859] [ 0.70963859 0.64851466 0.50595805 0.47520358 0.41859757] [ 0.65954072 0.43662301 0.48705898 0.43889689 0.4723789 ] [ 0.77900269 0.42827332 0.60508833 0.24565031 0.45678964] [ 0.42204638 0.48850108 0.57653601 0.63107001 0.41057628] [ 0.44600124 0.63514554 0.46525342 0.7408476 0.43272914] Progress: 40.0% ... Training loss: 0.529 ... Validation loss: 0.884[ 0.36126759 0.52004213 0.59263118 0.78040939 0.45668681] [ 0.63926472 0.44812923 0.52058553 0.44105821 0.39017897] [ 0.49686656 0.48397624 0.5018943 0.51771336 0.43508568] [ 0.13908336 0.53424032 0.39282235 0.89664809 0.49484219] [ 0.50497137 0.43732045 0.56566442 0.62348206 0.56613633] [ 0.70338214 0.45784071 0.40018897 0.32306331 0.37251245] [ 0.64821128 0.25423558 0.60042431 0.42625025 0.47663642] [ 0.59953619 0.5145875 0.47762514 0.52155576 0.33086244] [ 0.65762113 0.40165468 0.33626152 0.42104627 0.47422279] [ 0.80589072 0.36619857 0.54304856 0.3019586 0.40718559] [ 0.67611776 0.43371133 0.47499735 0.32652111 0.45714362] [ 0.5837156 0.56333049 0.36505681 0.48467978 0.31744936] [ 0.65704738 0.48158738 0.5211563 0.4049408 0.55717068] [ 0.16190446 0.62745071 0.45785683 0.90644771 0.49346281] [ 0.29250352 0.55592777 0.51746961 0.80249811 0.59296195] [ 0.74729302 0.52646068 0.43774137 0.4007176 0.3796584 ] [ 0.43145172 0.64538043 0.48257633 0.76603937 0.57104953] [ 0.47344576 0.55133224 0.32178469 0.51913834 0.46780415] [ 0.19850444 0.67427635 0.33268495 0.85968143 0.62378856] [ 0.72442766 0.49999825 0.43802571 0.29167173 0.44783178] [ 0.90369075 0.29116935 0.40695565 0.15947523 0.35909854] [ 0.61945115 0.42137473 0.45472676 0.42992454 0.45791599] [ 0.46295758 0.40937037 0.47283754 0.76250067 0.36707178] [ 0.49022446 0.62594739 0.38126055 0.73194933 0.53954171] [ 0.23963411 0.57154802 0.5920768 0.85047962 0.70028496] [ 0.31563422 0.5162761 0.61264336 0.54096939 0.53210952] [ 0.37726274 0.47960626 0.69408136 0.69785288 0.54533495] [ 0.84842876 0.45542883 0.51177839 0.18240202 0.29183915] [ 0.6362281 0.5724598 0.51263837 0.48308991 0.57843397] [ 0.19746778 0.66632761 0.44785012 0.81403377 0.52555831] [ 0.27501189 0.73158422 0.29813894 0.72017004 0.51558762] [ 0.62405993 0.31853122 0.32053127 0.2912187 0.40865377] [ 0.1733206 0.67332373 0.31572166 0.79096691 0.54327193] [ 0.64955943 0.33251053 0.47169379 0.19920559 0.4124364 ] [ 0.49124427 0.46963106 0.4918238 0.81747731 0.57592078] [ 0.51642681 0.36539932 0.52641829 0.44895174 0.51215782] [ 0.78205949 0.26056885 0.53440284 0.49973682 0.35789253] [ 0.43655671 0.51429951 0.53502622 0.69708717 0.50891836] [ 0.31030699 0.51489884 0.41256601 0.73105136 0.45384738] [ 0.55847945 0.50154789 0.48966348 0.53407773 0.35213228] [ 0.77497534 0.44470213 0.67181225 0.3433511 0.35249711] [ 0.18849705 0.54041291 0.55513001 0.84027693 0.67068601] [ 0.57972751 0.43846706 0.6140125 0.65280764 0.44022825] [ 0.25599355 0.5180461 0.46259366 0.73984398 0.45792334] [ 0.25552659 0.51264801 0.39131391 0.52268613 0.69740242] [ 0.31928593 0.52932033 0.50742906 0.82738461 0.56322842] [ 0.65757575 0.55043625 0.52867291 0.60293968 0.52365346] [ 0.85572727 0.36396561 0.58894148 0.34923143 0.36298623] [ 0.37345666 0.66467744 0.44201452 0.6746109 0.44794362] [ 0.66878124 0.69266949 0.49953219 0.62865353 0.52260786] [ 0.55755837 0.44188332 0.58467157 0.38197131 0.36051658] [ 0.25979965 0.66321357 0.35410448 0.66636665 0.43974582] [ 0.39496317 0.50130963 0.47953721 0.7175864 0.54299194] [ 0.54954717 0.52339417 0.51091488 0.53314556 0.61076841] [ 0.77419361 0.29215634 0.59445423 0.17307972 0.47776673] [ 0.85096629 0.41348814 0.57317558 0.17277912 0.37731415] [ 0.60436812 0.3979647 0.51025077 0.31369761 0.39561181] [ 0.3736523 0.65113142 0.38692016 0.63242753 0.36476984] [ 0.58313526 0.37427008 0.57447675 0.27945339 0.37553373] [ 0.63858368 0.4900671 0.53238697 0.7024208 0.384845 ] [ 0.44560205 0.64408121 0.33758221 0.67829557 0.49315819] [ 0.65856303 0.36495018 0.66622704 0.41189597 0.45458354] [ 0.46266523 0.52104447 0.5824811 0.71434058 0.52644251] [ 0.6987072 0.41965193 0.38090756 0.38114396 0.30359325] [ 0.66017796 0.40991097 0.54284197 0.4782787 0.43565718] [ 0.62296347 0.38430015 0.49570493 0.33734408 0.54300487] [ 0.42288451 0.49840308 0.50276288 0.64074884 0.36696023] [ 0.70256816 0.43470515 0.54667669 0.54231808 0.31913045] [ 0.39382224 0.58052869 0.56976433 0.65009889 0.54133137] [ 0.46909947 0.56170399 0.52622293 0.51071727 0.62023491] [ 0.62679532 0.55230774 0.6247838 0.50525526 0.44921671] [ 0.73260565 0.55317833 0.46279042 0.34929775 0.46291237] [ 0.3082776 0.51303356 0.4096792 0.75763246 0.38724156] [ 0.33806452 0.56614674 0.53524541 0.84094436 0.4334308 ] [ 0.67268189 0.49995934 0.52465897 0.53273758 0.41040192] [ 0.50413218 0.59004735 0.46426422 0.7128591 0.493139 ] [ 0.59708944 0.52682294 0.31008269 0.59169356 0.49983614] [ 0.34210763 0.5706887 0.3977078 0.71678634 0.4209337 ] [ 0.1216016 0.69672139 0.35939857 0.911455 0.55683657] [ 0.39850011 0.56054122 0.38895872 0.64988749 0.50544484] [ 0.63827738 0.56833614 0.54172627 0.51447052 0.45849381] [ 0.19491932 0.56888252 0.40092074 0.83133899 0.46886805] [ 0.69009286 0.3908143 0.63842892 0.48043302 0.41742982] [ 0.78213017 0.37391029 0.47112274 0.43790957 0.37879732] [ 0.54056201 0.54396444 0.5002191 0.54118377 0.38792146] [ 0.86984311 0.25817286 0.62568982 0.30431347 0.36863679] [ 0.36364057 0.49834101 0.53696036 0.61135278 0.50710409] [ 0.74541187 0.42709449 0.5751071 0.17686705 0.50270548] [ 0.49225972 0.50703553 0.50050021 0.72123125 0.33108279] [ 0.23422623 0.57542774 0.47962831 0.75290744 0.61722938] [ 0.83647664 0.35523321 0.41598162 0.15739554 0.30807426] [ 0.50047961 0.55533201 0.48073627 0.49804046 0.54911074] [ 0.24685548 0.688864 0.45126611 0.74415389 0.68945011] [ 0.57238901 0.59275296 0.36072361 0.6787677 0.42587989] [ 0.60223592 0.43026006 0.49409935 0.59990352 0.48740267] [ 0.25185095 0.59171369 0.42841547 0.82313376 0.57294707] [ 0.37675566 0.62540182 0.36828717 0.63857043 0.46495489] [ 0.75293677 0.56860916 0.46131933 0.50379892 0.41977396] [ 0.50895533 0.59570003 0.5523467 0.56192354 0.47247331] [ 0.48720098 0.56788168 0.34468381 0.49411929 0.47266273] [ 0.74598154 0.3947379 0.41419921 0.15895253 0.35616459] [ 0.40509382 0.50059627 0.48208687 0.66837295 0.61613408] [ 0.5513821 0.48429939 0.58599898 0.39887312 0.56014385] [ 0.30227332 0.68095743 0.39994528 0.78608637 0.37830443] [ 0.7969879 0.53924686 0.31708317 0.41674381 0.33807751] [ 0.59406829 0.55165461 0.42080044 0.38664598 0.40656573] [ 0.206992 0.5593362 0.41505933 0.78833346 0.51968909] [ 0.3805255 0.46321983 0.58792543 0.62573837 0.49827425] [ 0.59084112 0.45103826 0.54323896 0.40317376 0.36351797] [ 0.64756708 0.44658949 0.58649649 0.29510347 0.51343818] [ 0.67536792 0.48115789 0.54786475 0.62403115 0.42834752] [ 0.63329915 0.47880572 0.50229382 0.39860153 0.4298642 ] [ 0.76138368 0.36953342 0.49021757 0.20484852 0.39483622] [ 0.45719564 0.3968798 0.5115496 0.68246912 0.43720766] [ 0.57115305 0.58796807 0.53272462 0.6142747 0.41485394] [ 0.35673903 0.62920562 0.53484144 0.74109412 0.51522856] [ 0.36564458 0.46693451 0.46319354 0.64325632 0.53196525] [ 0.27454053 0.58073403 0.47895443 0.81675687 0.66154536] [ 0.35178724 0.54454224 0.28235991 0.72532482 0.36691309] [ 0.14522362 0.60549935 0.52500454 0.89583595 0.5913732 ] [ 0.76196703 0.42752944 0.46337535 0.33024681 0.36718384] [ 0.66408079 0.42442448 0.57603865 0.34850254 0.35222078] [ 0.59097783 0.49508726 0.41622301 0.27913939 0.45007949] [ 0.57700394 0.44786371 0.58320465 0.43228729 0.59439749] [ 0.47105096 0.65350198 0.25686072 0.58229489 0.41007248] [ 0.29424934 0.54967319 0.41784288 0.71591233 0.53987799] [ 0.51180132 0.58883943 0.37831646 0.50690093 0.34432942] [ 0.56954977 0.51259363 0.46402927 0.66737035 0.44210613] Progress: 40.1% ... Training loss: 0.528 ... Validation loss: 0.885[ 0.1560935 0.66013367 0.38988122 0.88527174 0.55648633] [ 0.51249618 0.56770278 0.4292108 0.39031981 0.37303922] [ 0.50469975 0.53652209 0.46531187 0.66103882 0.43916075] [ 0.53338588 0.4017378 0.61622036 0.41311177 0.49738617] [ 0.54191358 0.48061517 0.55664724 0.42466076 0.59433578] [ 0.49369466 0.37215181 0.45689271 0.72228691 0.36534402] [ 0.52385468 0.4385747 0.51828743 0.53701883 0.31434003] [ 0.84725554 0.39705403 0.53706046 0.38627587 0.34092413] [ 0.8950472 0.41850016 0.48482824 0.18477095 0.3947036 ] [ 0.3524035 0.56268794 0.31103007 0.85833296 0.39533006] [ 0.17770974 0.56363074 0.41285551 0.90832003 0.52832173] [ 0.28692493 0.57929969 0.60027694 0.77598839 0.51755706] [ 0.87146439 0.33249827 0.51156274 0.21663214 0.3396509 ] [ 0.38289334 0.63245853 0.44316011 0.69950978 0.51615197] [ 0.42602562 0.54604197 0.56490599 0.67631644 0.37983414] [ 0.52990555 0.56380407 0.42452098 0.61397716 0.5098753 ] [ 0.44199169 0.62218879 0.4804045 0.54488427 0.3336006 ] [ 0.71180807 0.45277452 0.4604738 0.22300556 0.46659323] [ 0.82813483 0.33031565 0.50005424 0.1763895 0.37277855] [ 0.48067076 0.60619283 0.53748929 0.44363239 0.49393274] [ 0.54499954 0.60602093 0.5667614 0.62261607 0.53740083] [ 0.53843139 0.61361194 0.52811648 0.55843071 0.4133337 ] [ 0.43247321 0.59965303 0.40395669 0.65183034 0.53386304] [ 0.86542227 0.47934624 0.40127483 0.29305842 0.38551357] [ 0.43700211 0.53214037 0.51386188 0.65072927 0.3171436 ] [ 0.36692689 0.72291123 0.28251576 0.6647618 0.47077891] [ 0.17813847 0.58815193 0.51678326 0.84318522 0.67127119] [ 0.67469804 0.53819598 0.46740051 0.60832391 0.55950888] [ 0.38646358 0.53104164 0.34190572 0.60717128 0.54790092] [ 0.52547634 0.44054463 0.63410918 0.33537449 0.57172014] [ 0.45697512 0.39859955 0.45283498 0.47256549 0.45057905] [ 0.14669159 0.61363849 0.37652454 0.83545398 0.66145928] [ 0.56646035 0.33682362 0.4161672 0.44613987 0.57476684] [ 0.57980052 0.42932336 0.58386208 0.64856743 0.46855837] [ 0.27757996 0.53942048 0.4736541 0.82719887 0.54578169] [ 0.76305457 0.4005255 0.52848731 0.24472587 0.3425373 ] [ 0.48450779 0.58738321 0.50718784 0.51993609 0.50939589] [ 0.51831363 0.62464757 0.41328763 0.69131923 0.36198957] [ 0.60250656 0.53247885 0.36579956 0.3671018 0.3263573 ] [ 0.17351722 0.47970861 0.38953808 0.76469352 0.56549456] [ 0.55727406 0.40765108 0.49173192 0.27802189 0.5534692 ] [ 0.29041909 0.49812754 0.56873013 0.83586662 0.58505934] [ 0.3031237 0.57675009 0.43840858 0.81604084 0.52361954] [ 0.60686438 0.47595427 0.57064766 0.4292892 0.40545984] [ 0.23320808 0.67711073 0.41494721 0.67445453 0.47345634] [ 0.36545618 0.49457453 0.47864393 0.76308685 0.57521143] [ 0.41008629 0.66524145 0.39635226 0.76537317 0.52998669] [ 0.39856976 0.56871996 0.5273204 0.81689829 0.48983286] [ 0.4530706 0.45877849 0.47673521 0.62080823 0.40207598] [ 0.8492161 0.47573562 0.58073838 0.18243023 0.41481982] [ 0.26230987 0.58363719 0.32475646 0.71854031 0.43870279] [ 0.22068318 0.52905535 0.52421615 0.87471135 0.61627352] [ 0.31648793 0.50653098 0.60645889 0.72402294 0.50061912] [ 0.90414031 0.30778596 0.63830866 0.15300737 0.39482001] [ 0.544427 0.47177678 0.57761513 0.390801 0.55120419] [ 0.87820803 0.38590078 0.53820658 0.20136134 0.36140592] [ 0.56746239 0.44327924 0.54597826 0.23143389 0.38501187] [ 0.63347353 0.42060856 0.42991969 0.31188071 0.33780024] [ 0.07877945 0.62967935 0.41285857 0.94411492 0.66429684] [ 0.38589697 0.59261176 0.50232066 0.68956503 0.44082152] [ 0.40653981 0.48616386 0.43446119 0.82907088 0.41048188] [ 0.73462201 0.57503083 0.52284151 0.48433125 0.44135881] [ 0.85377579 0.36197293 0.62078864 0.20028958 0.43740616] [ 0.35734763 0.59194107 0.34040653 0.69290312 0.53689173] [ 0.51008726 0.39742221 0.44060308 0.64124308 0.3895386 ] [ 0.55081352 0.57999181 0.48078746 0.60553438 0.42575922] [ 0.21260438 0.57768156 0.42030736 0.68157478 0.53052221] [ 0.88595644 0.28397725 0.53304453 0.12751311 0.38448452] [ 0.68578812 0.50749135 0.34243649 0.30490168 0.27591679] [ 0.45938809 0.57057729 0.3212743 0.71407629 0.52346015] [ 0.3884403 0.57980841 0.493914 0.47566791 0.58541615] [ 0.52824323 0.45681586 0.51174548 0.56992273 0.61483698] [ 0.61339327 0.53455151 0.4284378 0.57816271 0.43002874] [ 0.82245808 0.30252686 0.52706531 0.19721404 0.45248791] [ 0.67971478 0.44719998 0.55814586 0.34628704 0.45948576] [ 0.88883194 0.39103598 0.57586537 0.19642474 0.29207434] [ 0.35808354 0.5992067 0.53378414 0.81372895 0.50084507] [ 0.48832225 0.40462718 0.54668179 0.76327391 0.44076102] [ 0.55319599 0.37499562 0.54166763 0.35867513 0.44542269] [ 0.25517319 0.60950897 0.31664398 0.9295481 0.46286345] [ 0.83829379 0.34608922 0.61675721 0.27917007 0.44019933] [ 0.75528059 0.49536459 0.54143882 0.48991305 0.40118693] [ 0.19320697 0.72815623 0.30464866 0.830482 0.51215314] [ 0.69379929 0.45875683 0.51538111 0.31351378 0.49154831] [ 0.74789581 0.5377997 0.45861173 0.32858991 0.43063469] [ 0.17689879 0.66824572 0.45495038 0.75646533 0.52786279] [ 0.42671368 0.50800246 0.55092681 0.52130416 0.55187855] [ 0.73678591 0.38416252 0.35065287 0.35786728 0.48419268] [ 0.22023665 0.60569082 0.52233463 0.91072853 0.60188232] [ 0.34048069 0.5940573 0.36861657 0.7023834 0.58075024] [ 0.51312428 0.48667864 0.47230451 0.65458512 0.34035139] [ 0.14143129 0.49205614 0.41957682 0.89202761 0.59622458] [ 0.64979627 0.49142859 0.38921009 0.56360509 0.35030794] [ 0.43679965 0.57499765 0.36022589 0.58275098 0.42161576] [ 0.58541601 0.44862882 0.40750643 0.62505715 0.45314705] [ 0.68917749 0.45710457 0.60345839 0.40821388 0.42342411] [ 0.66343327 0.52646968 0.49230675 0.58337589 0.40834211] [ 0.49537153 0.64633031 0.37121751 0.71487543 0.57539154] [ 0.34616025 0.62913787 0.31075482 0.55300697 0.41228308] [ 0.6484484 0.39566103 0.55258947 0.54214564 0.45468121] [ 0.90081096 0.27858445 0.58953838 0.12284733 0.35487598] [ 0.54769266 0.55517368 0.42344192 0.55329296 0.47408579] [ 0.29398823 0.65261285 0.43347079 0.80915825 0.57071565] [ 0.7199105 0.50241925 0.53780011 0.41469581 0.46686962] [ 0.60165405 0.46832744 0.52103654 0.64984262 0.36411348] [ 0.60585656 0.44226796 0.48604877 0.4996804 0.41713073] [ 0.45072759 0.37347468 0.65102507 0.67116614 0.46729016] [ 0.41445641 0.50038565 0.38203112 0.44455 0.50542526] [ 0.7290727 0.3946698 0.58664392 0.45330737 0.43971371] [ 0.27120533 0.56646647 0.33003046 0.75395553 0.61681898] [ 0.69399481 0.35361813 0.67482559 0.30606481 0.38845956] [ 0.65252343 0.46186617 0.54678326 0.55794126 0.41522268] [ 0.74323031 0.51435059 0.58130514 0.53441482 0.40982674] [ 0.5527999 0.44731101 0.42163243 0.70433892 0.34349043] [ 0.5607604 0.51757964 0.41340749 0.64194676 0.28004917] [ 0.27681144 0.65316014 0.39537913 0.73260361 0.53373667] [ 0.63344875 0.35393504 0.6046641 0.70497853 0.44737174] [ 0.7632483 0.35132139 0.57199265 0.25797844 0.47819045] [ 0.44123577 0.64879828 0.3798769 0.71571741 0.46748682] [ 0.26304165 0.58094644 0.51369006 0.78077058 0.60942913] [ 0.52567642 0.58686329 0.36530821 0.55308696 0.51476059] [ 0.5925004 0.43872235 0.5200485 0.6161479 0.3405685 ] [ 0.77592212 0.40222093 0.5678522 0.16059765 0.47100741] [ 0.78000352 0.45442681 0.50608918 0.22315775 0.3751709 ] [ 0.69833473 0.55609517 0.55418703 0.24817215 0.46001998] [ 0.78562097 0.41288771 0.424199 0.31087676 0.32598911] [ 0.51856676 0.51333646 0.47932158 0.5929122 0.44066537] [ 0.62411602 0.44664088 0.51264582 0.39403495 0.41200193] Progress: 40.1% ... Training loss: 0.528 ... Validation loss: 0.885[ 0.5050371 0.54108545 0.45302355 0.38620622 0.42287835] [ 0.8589252 0.46545138 0.44995627 0.21301832 0.40498689] [ 0.3046739 0.53351426 0.39890632 0.74082158 0.58279395] [ 0.59102306 0.43070721 0.4755322 0.69088839 0.40215357] [ 0.21060113 0.46135188 0.40167641 0.86756964 0.57733793] [ 0.66014814 0.40998243 0.54281019 0.47821211 0.43567541] [ 0.84080619 0.473203 0.51903922 0.37237295 0.32602642] [ 0.7346259 0.43282646 0.50042747 0.43230131 0.40142068] [ 0.72244112 0.56064108 0.3757119 0.54890309 0.34036949] [ 0.18296273 0.63626543 0.33405511 0.85663809 0.49646657] [ 0.21821743 0.67290506 0.36971464 0.74039981 0.49863496] [ 0.44981441 0.51617857 0.49834917 0.76762426 0.41990801] [ 0.18630266 0.54327725 0.41785359 0.79463854 0.54848191] [ 0.70702596 0.49778834 0.5808551 0.19289273 0.53210521] [ 0.43707386 0.53568299 0.49820019 0.72945762 0.47419106] [ 0.74201416 0.43699014 0.52031658 0.30878356 0.48721343] [ 0.3643205 0.55588332 0.40761508 0.46613901 0.58784164] [ 0.82504627 0.38079823 0.36408695 0.38945945 0.33511461] [ 0.6998998 0.46288426 0.43777524 0.28835314 0.38073418] [ 0.39858797 0.66159917 0.43868168 0.76770666 0.52915799] [ 0.52063953 0.51662167 0.36933345 0.53289408 0.53206007] [ 0.46085632 0.59687444 0.54845326 0.68651469 0.44730936] [ 0.65401108 0.52310668 0.45976694 0.54391598 0.53635112] [ 0.13573361 0.59133007 0.45424953 0.84910393 0.54973259] [ 0.58240944 0.38858292 0.53247423 0.50639002 0.54762752] [ 0.28037397 0.54999229 0.39105768 0.71972533 0.43751176] [ 0.53019909 0.57428927 0.51959553 0.54293807 0.3516419 ] [ 0.29696472 0.55524979 0.43129032 0.77290346 0.47156145] [ 0.47107703 0.59735351 0.28903087 0.61672307 0.43851401] [ 0.53695091 0.61412327 0.40828575 0.55261565 0.46959517] [ 0.87735539 0.37629969 0.4169867 0.28306989 0.32629039] [ 0.7134517 0.45121154 0.40053981 0.68722045 0.29806534] [ 0.75270917 0.47192376 0.46523336 0.19758482 0.27957943] [ 0.58671657 0.55805596 0.48468531 0.56527478 0.42123204] [ 0.42051368 0.57151275 0.34036466 0.54287237 0.41391599] [ 0.16208232 0.69678433 0.44468036 0.82362481 0.62812704] [ 0.52367288 0.42366065 0.38189668 0.59168524 0.48732773] [ 0.41766216 0.44900361 0.45589098 0.65581929 0.50073338] [ 0.22885044 0.6568667 0.37154863 0.80677265 0.49007319] [ 0.4447177 0.55477025 0.43134967 0.57342295 0.49034156] [ 0.79513503 0.50638543 0.55575915 0.32906868 0.45501346] [ 0.31395187 0.69992264 0.28988938 0.74415451 0.54149132] [ 0.64336309 0.52456962 0.3914746 0.53702802 0.32638212] [ 0.42823611 0.52665199 0.54281501 0.75166531 0.3768282 ] [ 0.72860252 0.53066436 0.36457723 0.44008687 0.48445427] [ 0.77044991 0.38571483 0.63120115 0.58470074 0.37178355] [ 0.79510434 0.41085447 0.58539648 0.37853792 0.379577 ] [ 0.83468457 0.35669412 0.54388904 0.13967066 0.44658569] [ 0.59914882 0.47747183 0.65006413 0.40289111 0.5173607 ] [ 0.77168101 0.45219103 0.4327463 0.2777035 0.27029011] [ 0.71278919 0.65758881 0.45573114 0.6251709 0.43353645] [ 0.62994502 0.47634657 0.30137325 0.7105584 0.41103894] [ 0.22130125 0.58361274 0.4387707 0.66111945 0.48189654] [ 0.76102238 0.44102311 0.40759837 0.33395581 0.35406952] [ 0.52232032 0.53031413 0.42004195 0.65857403 0.57659044] [ 0.3345501 0.62815066 0.45699601 0.653097 0.42386796] [ 0.41485867 0.55197058 0.38466037 0.72740597 0.31965915] [ 0.62879046 0.48228103 0.43823411 0.33274409 0.40204541] [ 0.72656638 0.52046493 0.41117264 0.42734343 0.44206504] [ 0.83090647 0.33882348 0.52355788 0.35736171 0.44201377] [ 0.62590278 0.63114757 0.35993743 0.4674021 0.32482922] [ 0.36897784 0.65328781 0.53663653 0.61187013 0.54147069] [ 0.48780982 0.36737644 0.48704666 0.73112565 0.40395023] [ 0.85170781 0.32527739 0.5712558 0.15323546 0.40460881] [ 0.28619819 0.66838341 0.44318064 0.75522135 0.4879705 ] [ 0.71590466 0.43779761 0.34413591 0.41316704 0.4001623 ] [ 0.1680145 0.53766947 0.34992641 0.90935636 0.6211233 ] [ 0.46031636 0.48217977 0.50955235 0.80243125 0.49532082] [ 0.82600194 0.49286249 0.43968185 0.20131234 0.31822243] [ 0.50931411 0.52995655 0.45517999 0.55020767 0.42202051] [ 0.77839539 0.48255167 0.47069622 0.29753447 0.39999481] [ 0.18175499 0.62985038 0.42812868 0.8903411 0.54420948] [ 0.43511864 0.66910979 0.38005832 0.71843958 0.35500631] [ 0.73411619 0.44136255 0.5514467 0.2061813 0.54586586] [ 0.47838737 0.51525729 0.55903949 0.28544562 0.54713446] [ 0.75892128 0.40245744 0.52587482 0.41327594 0.40641803] [ 0.41097298 0.70435823 0.47501385 0.65045378 0.45651372] [ 0.61649643 0.49568575 0.60852974 0.36960647 0.34447325] [ 0.19586195 0.70102554 0.39707967 0.80718738 0.63655823] [ 0.58825214 0.56995455 0.50203732 0.39109699 0.53800451] [ 0.48824851 0.58295997 0.35500101 0.62661753 0.23928449] [ 0.35873659 0.75972618 0.34913911 0.70477331 0.4291902 ] [ 0.45769404 0.48339642 0.51285966 0.66253269 0.35163789] [ 0.77877303 0.38685649 0.5234546 0.19967165 0.32566441] [ 0.6141893 0.59514442 0.45932257 0.39500983 0.52811565] [ 0.47656159 0.52475803 0.41311032 0.54167149 0.44371535] [ 0.41597216 0.56040131 0.53440014 0.70173041 0.60571308] [ 0.27294828 0.60501065 0.48992028 0.81499134 0.38520592] [ 0.6687884 0.40227664 0.60412983 0.64011798 0.43075918] [ 0.78864885 0.42042247 0.64372629 0.22703185 0.39972569] [ 0.4032956 0.51413158 0.49251474 0.79003533 0.42597398] [ 0.50091825 0.61305682 0.57181203 0.53195357 0.42083982] [ 0.58295612 0.56508948 0.46816353 0.59128789 0.3478304 ] [ 0.2527401 0.46343047 0.54351916 0.71067698 0.66613656] [ 0.6726724 0.52385465 0.43546215 0.54596031 0.40569907] [ 0.50213553 0.4601471 0.54443279 0.59977701 0.43762 ] [ 0.64737532 0.51819568 0.45167871 0.4618752 0.47636221] [ 0.3876082 0.50553475 0.38162948 0.59032108 0.52344727] [ 0.85851427 0.4510539 0.42813037 0.44055177 0.38681168] [ 0.40652163 0.48616925 0.4344626 0.82912027 0.41049499] [ 0.74310788 0.46255236 0.51503862 0.40260226 0.43736032] [ 0.45149444 0.6190606 0.42811862 0.58223463 0.41034034] [ 0.63329003 0.65613143 0.38984114 0.47130762 0.3802671 ] [ 0.37235951 0.49010459 0.50315745 0.72999102 0.48249268] [ 0.22656478 0.65860881 0.44083447 0.75948391 0.42747931] [ 0.76443279 0.40985724 0.55074091 0.35407098 0.32237961] [ 0.78894201 0.50875967 0.46447483 0.39351549 0.34897123] [ 0.50464615 0.60257421 0.56116399 0.5868877 0.42593569] [ 0.54803856 0.39732437 0.54343881 0.52067397 0.32848507] [ 0.68859756 0.53531244 0.43137967 0.43194831 0.4186427 ] [ 0.77937318 0.45789246 0.42259363 0.19354306 0.27656456] [ 0.66092886 0.41554027 0.60572072 0.31077493 0.52692706] [ 0.84141428 0.32494649 0.62497184 0.19322466 0.46122771] [ 0.40247941 0.69312693 0.47577884 0.77266861 0.58689243] [ 0.44724953 0.69019529 0.43656601 0.64434058 0.51438493] [ 0.79792477 0.41753417 0.5287862 0.39640615 0.41238526] [ 0.70652712 0.4383374 0.38330169 0.28206721 0.33796551] [ 0.50635379 0.41454629 0.46904673 0.73126376 0.42271777] [ 0.43760852 0.61220421 0.32851669 0.68853307 0.30274005] [ 0.57677502 0.53923373 0.44308413 0.64278134 0.27409689] [ 0.64346605 0.43394303 0.47123219 0.45298684 0.50031341] [ 0.32184941 0.60739994 0.53010892 0.75161809 0.41405572] [ 0.61661206 0.35546072 0.63033401 0.25558566 0.43345207] [ 0.43188412 0.59516624 0.59635013 0.60801708 0.55173258] [ 0.64827206 0.38448958 0.52390291 0.47285143 0.51994701] [ 0.41944175 0.53600431 0.47063405 0.52369845 0.61765924] [ 0.69708995 0.51684318 0.52160396 0.32131935 0.3518872 ] [ 0.42400902 0.54986727 0.36831075 0.61977667 0.52738935] Progress: 40.2% ... Training loss: 0.528 ... Validation loss: 0.882[ 0.8337693 0.56141877 0.38782917 0.41164847 0.4375229 ] [ 0.70931771 0.45653495 0.4345516 0.26849128 0.47246446] [ 0.59285568 0.50094075 0.4895966 0.4862895 0.39274087] [ 0.6712977 0.38565092 0.63228174 0.56029577 0.41690308] [ 0.71304303 0.555337 0.4606656 0.47611554 0.47001424] [ 0.55853831 0.56546887 0.37075161 0.3839318 0.32140091] [ 0.28939848 0.6223439 0.49417428 0.65144607 0.45062577] [ 0.74765679 0.42037666 0.5948724 0.24955354 0.51857295] [ 0.38356267 0.61615398 0.42888229 0.78707221 0.55329072] [ 0.41819368 0.43624618 0.61543193 0.52122156 0.42326683] [ 0.60450056 0.45769198 0.50600512 0.32798422 0.50115544] [ 0.47219307 0.49857102 0.37634655 0.71719844 0.47790396] [ 0.42061949 0.47028553 0.61231216 0.72636958 0.46232623] [ 0.69441712 0.36973985 0.5387627 0.51781244 0.37976139] [ 0.53080172 0.56525948 0.36054884 0.33197954 0.40157685] [ 0.15265435 0.56646273 0.41081341 0.84419272 0.53252651] [ 0.78284545 0.47678517 0.56792425 0.40776593 0.32397637] [ 0.57752899 0.52705797 0.50664217 0.49354838 0.60589606] [ 0.78101216 0.26570927 0.56384932 0.29972628 0.41332449] [ 0.19089037 0.54464485 0.3774023 0.84948232 0.49294806] [ 0.81902601 0.5315481 0.4999997 0.3601949 0.42954637] [ 0.74533019 0.42158176 0.45884652 0.26769284 0.32509625] [ 0.60322373 0.36898791 0.53537547 0.60445447 0.39166189] [ 0.75930407 0.41305518 0.54894762 0.2485569 0.39140347] [ 0.69087222 0.39050746 0.63855089 0.47993518 0.41731895] [ 0.62492485 0.64701216 0.40651485 0.49958276 0.41724097] [ 0.41142721 0.59754747 0.4500214 0.77242785 0.31381628] [ 0.34964675 0.47622738 0.4568166 0.70006632 0.40831754] [ 0.35915005 0.49352418 0.47662927 0.82504396 0.38915194] [ 0.60640815 0.51899811 0.5234371 0.56621074 0.44386906] [ 0.83233015 0.39594961 0.45063499 0.14691225 0.27171638] [ 0.37067633 0.57097702 0.51651929 0.62662933 0.40651297] [ 0.79201967 0.4563721 0.47079948 0.45801397 0.40433783] [ 0.66083618 0.61568046 0.47276731 0.52702009 0.46462869] [ 0.64450347 0.52927399 0.53760665 0.2494451 0.46731219] [ 0.82725181 0.32099769 0.45146001 0.2533852 0.42383976] [ 0.4746103 0.64440481 0.56161797 0.67791685 0.44759147] [ 0.52278312 0.42408471 0.38173059 0.59222001 0.48748442] [ 0.45692557 0.6943819 0.54168096 0.64192774 0.58582892] [ 0.41091763 0.59144369 0.40755872 0.68825921 0.41224923] [ 0.53001907 0.43613454 0.38663812 0.67509831 0.51952763] [ 0.81342287 0.41306967 0.52948336 0.39112936 0.39239209] [ 0.27017128 0.45530043 0.49608256 0.66653577 0.69404322] [ 0.78223183 0.32836527 0.58513372 0.25430226 0.31181897] [ 0.83018935 0.36465357 0.61601963 0.2516504 0.44639458] [ 0.84358127 0.41699534 0.50015761 0.16613246 0.31226373] [ 0.31612799 0.63664656 0.40045581 0.50537136 0.42627978] [ 0.71207046 0.39759116 0.5737151 0.63479239 0.37984589] [ 0.59710411 0.55802503 0.4564423 0.46925297 0.37579461] [ 0.30066885 0.72399078 0.32231647 0.76535091 0.58291801] [ 0.18206792 0.58380708 0.48513841 0.90867845 0.68266808] [ 0.5887873 0.43143398 0.53006452 0.54231584 0.39900453] [ 0.62117646 0.41696808 0.58866285 0.30740349 0.34145044] [ 0.59366078 0.51204552 0.40713348 0.39192261 0.30147912] [ 0.3322314 0.62355552 0.53936284 0.90945997 0.57894955] [ 0.26928694 0.58550291 0.49611573 0.77285324 0.47570542] [ 0.49753803 0.5507946 0.36223948 0.59240473 0.41321881] [ 0.30635022 0.6907288 0.27542172 0.72780949 0.37978877] [ 0.30913604 0.56901066 0.51419408 0.8497399 0.58252046] [ 0.71495722 0.49328673 0.50097562 0.30227626 0.29351013] [ 0.45141589 0.39579001 0.56560583 0.44198607 0.56099612] [ 0.85352105 0.43936326 0.57398307 0.17163904 0.43572858] [ 0.75706565 0.36418663 0.5717457 0.24886206 0.47389476] [ 0.32199804 0.46796611 0.52336233 0.51382696 0.51548599] [ 0.80742612 0.32046294 0.40859512 0.26011586 0.28869899] [ 0.77495882 0.49464891 0.411765 0.18363711 0.25048552] [ 0.36631902 0.50833646 0.50860055 0.44815153 0.5322082 ] [ 0.41325605 0.38390355 0.55362255 0.43272831 0.73736899] [ 0.32102632 0.52846173 0.50781018 0.82682253 0.56294303] [ 0.35270703 0.70526269 0.38641944 0.74636585 0.52737957] [ 0.77223615 0.43885013 0.52090199 0.15253775 0.38906883] [ 0.62539761 0.40364986 0.52101505 0.30476441 0.46951062] [ 0.41695286 0.50723138 0.50390223 0.58597241 0.49547417] [ 0.55441896 0.47051238 0.42331476 0.39235608 0.44613698] [ 0.7727414 0.31282948 0.48366951 0.4085457 0.34628212] [ 0.51715331 0.56020821 0.35907008 0.43135315 0.49873848] [ 0.52431663 0.56530067 0.53187544 0.49544889 0.47548189] [ 0.61082909 0.51917004 0.49109171 0.31392312 0.4668116 ] [ 0.61516415 0.49077565 0.70035005 0.46977955 0.47182126] [ 0.82333106 0.36988953 0.58590553 0.16178927 0.45593171] [ 0.75628311 0.3453204 0.49356911 0.41299723 0.35561835] [ 0.59348907 0.55892539 0.48726824 0.31715136 0.50033422] [ 0.2798001 0.52091521 0.47089065 0.84913242 0.53738638] [ 0.53734988 0.44451365 0.63348425 0.69899603 0.42929574] [ 0.38026101 0.56296037 0.3704192 0.7843258 0.40536905] [ 0.60930216 0.43318146 0.64485539 0.62630549 0.48135063] [ 0.26538598 0.74291037 0.29570595 0.76852394 0.5813788 ] [ 0.38904895 0.46495222 0.4864786 0.51640837 0.541563 ] [ 0.46816017 0.50077552 0.63438371 0.51527107 0.54139687] [ 0.68191819 0.45980141 0.47166794 0.50054272 0.52600627] [ 0.34543524 0.51982095 0.48438937 0.85113503 0.53931905] [ 0.39711023 0.38547429 0.38441303 0.82574952 0.41897959] [ 0.36960404 0.59960614 0.50791569 0.61115673 0.62570453] [ 0.86504915 0.47981566 0.40108553 0.29346339 0.38568115] [ 0.45656913 0.468536 0.56117709 0.56316993 0.44943144] [ 0.81342287 0.41306967 0.52948336 0.39112936 0.39239209] [ 0.46450886 0.5869089 0.31713245 0.71165405 0.54752744] [ 0.65960057 0.64980535 0.35739732 0.48195487 0.42683836] [ 0.20098376 0.74125329 0.35875344 0.7373527 0.53144901] [ 0.19240803 0.65244424 0.47599903 0.89767403 0.6763098 ] [ 0.72189129 0.42755434 0.50035367 0.43250017 0.34753566] [ 0.2825005 0.51103179 0.52520651 0.81918813 0.57466807] [ 0.1680112 0.59891044 0.41631857 0.89065511 0.5044541 ] [ 0.53086847 0.52253127 0.54202973 0.74401526 0.41486452] [ 0.68072206 0.56229391 0.57555664 0.40690275 0.31302219] [ 0.64331852 0.52463347 0.39145976 0.53707555 0.32640034] [ 0.80310366 0.46903399 0.46967494 0.35867894 0.3139261 ] [ 0.19188928 0.63402471 0.41135211 0.88900199 0.5179601 ] [ 0.35521268 0.56575183 0.59029936 0.69881441 0.56821856] [ 0.67658844 0.50218387 0.50913467 0.36517977 0.48747757] [ 0.65386539 0.52669224 0.5163988 0.52397465 0.43037924] [ 0.61464538 0.45318001 0.45561418 0.41147509 0.37795217] [ 0.75628974 0.3674879 0.61950789 0.58076074 0.36668325] [ 0.60085741 0.60088807 0.52003711 0.45384385 0.39457494] [ 0.52599121 0.44146001 0.43664248 0.46505281 0.36808282] [ 0.25108066 0.78163875 0.32719034 0.8550677 0.39749345] [ 0.41812977 0.53663476 0.47036858 0.5245039 0.61788742] [ 0.75396221 0.49823847 0.46721938 0.36024573 0.35987511] [ 0.75861061 0.49691031 0.54474782 0.40435169 0.40347159] [ 0.29817361 0.62895287 0.43956177 0.60500858 0.43512346] [ 0.69441712 0.36973985 0.5387627 0.51781244 0.37976139] [ 0.36854189 0.65349077 0.53654733 0.61214936 0.541567 ] [ 0.3182558 0.41078402 0.49046504 0.735026 0.65874498] [ 0.30708932 0.58020987 0.36111997 0.76436412 0.57848179] [ 0.74740068 0.50555489 0.53671791 0.30893037 0.3258023 ] [ 0.49070338 0.38711332 0.59832714 0.73743715 0.53026846] [ 0.84467268 0.46816477 0.46912725 0.22208731 0.26781551] [ 0.15301826 0.63092417 0.37493002 0.92247753 0.60185067] Progress: 40.2% ... Training loss: 0.528 ... Validation loss: 0.884[ 0.15080055 0.6285336 0.40248355 0.85205044 0.47681816] [ 0.62093841 0.31930101 0.38815749 0.42268005 0.43567134] [ 0.14938407 0.66256045 0.49528497 0.8304565 0.66864646] [ 0.38318367 0.61982152 0.26489949 0.76974199 0.46411662] [ 0.54819983 0.51529785 0.48688591 0.63692667 0.37091894] [ 0.18574802 0.70702058 0.42460714 0.9205845 0.594906 ] [ 0.38294499 0.45861564 0.39685564 0.78324189 0.38710579] [ 0.85064683 0.47463691 0.46307238 0.45035596 0.35828674] [ 0.21902354 0.63312115 0.47694268 0.69956196 0.4979147 ] [ 0.7022364 0.53834117 0.53528746 0.45314873 0.42963307] [ 0.28978894 0.51781667 0.38614575 0.66347334 0.42701571] [ 0.43252563 0.61228082 0.37337314 0.64529973 0.53185381] [ 0.42113052 0.61247496 0.31785257 0.61089438 0.48921338] [ 0.60701539 0.37180449 0.38925204 0.53794803 0.44297887] [ 0.46289471 0.63424797 0.41247653 0.6905093 0.40741234] [ 0.56032206 0.44590467 0.50728948 0.2374738 0.48563916] [ 0.53906866 0.45614026 0.6709693 0.52962959 0.49960829] [ 0.3846377 0.59090841 0.58545014 0.72637738 0.57571629] [ 0.3224856 0.47356779 0.37512168 0.68856476 0.57570913] [ 0.49047513 0.51920182 0.50511713 0.46754696 0.43863535] [ 0.17398473 0.59421454 0.39694114 0.79351422 0.52839214] [ 0.57365383 0.56882025 0.46947758 0.47041879 0.39871524] [ 0.5623332 0.43410264 0.45352813 0.56895444 0.38040077] [ 0.7450824 0.58075541 0.42978668 0.55048322 0.37719508] [ 0.14071976 0.60528001 0.30967991 0.84720262 0.49081749] [ 0.563378 0.71870673 0.30551061 0.60179917 0.36971045] [ 0.58690178 0.45217116 0.41968287 0.618618 0.35241376] [ 0.39809423 0.52995969 0.44293774 0.46221428 0.60739216] [ 0.6174608 0.39861545 0.35119114 0.45418921 0.48768217] [ 0.64794843 0.3778959 0.4597458 0.2868191 0.42978709] [ 0.25723937 0.52208581 0.56318354 0.78791405 0.61495102] [ 0.1870123 0.74473045 0.3823631 0.74224766 0.5389581 ] [ 0.51545162 0.5842235 0.39106112 0.54023054 0.35125651] [ 0.64882305 0.43763792 0.67261567 0.56773654 0.47183581] [ 0.28185466 0.54796309 0.3641918 0.79350459 0.49732253] [ 0.58255046 0.48024305 0.40454421 0.36374999 0.48952816] [ 0.68458068 0.49185612 0.46155458 0.51899502 0.28052747] [ 0.54447462 0.55288315 0.44848289 0.59394923 0.29924331] [ 0.65091164 0.48741476 0.48089571 0.41556576 0.4183095 ] [ 0.32806065 0.57985412 0.50434536 0.76395319 0.52315277] [ 0.47019253 0.51171032 0.61064534 0.54845513 0.47873525] [ 0.53182976 0.51973197 0.58818316 0.47951627 0.5135628 ] [ 0.60022342 0.5099779 0.47191217 0.62283701 0.35144088] [ 0.73482113 0.49272608 0.55523167 0.39122526 0.49671629] [ 0.548855 0.4934326 0.39989594 0.45415246 0.48844665] [ 0.53030942 0.45334362 0.64345066 0.68018606 0.35716471] [ 0.30555382 0.63870117 0.42974099 0.70192785 0.48688721] [ 0.41587077 0.51580914 0.5772318 0.58877944 0.52319753] [ 0.65372293 0.52675694 0.51636253 0.52399327 0.4304021 ] [ 0.36795542 0.42792417 0.39022831 0.69073341 0.42038118] [ 0.3618447 0.67174749 0.46590911 0.74386001 0.48790419] [ 0.52265751 0.494101 0.51745465 0.44108689 0.34233663] [ 0.777359 0.38671428 0.60143514 0.23772932 0.47225672] [ 0.69787678 0.36016218 0.68682906 0.46539325 0.45892184] [ 0.27360923 0.55708461 0.57860964 0.86178965 0.58885125] [ 0.70487771 0.37230191 0.54365412 0.19610037 0.47160291] [ 0.7285883 0.51917314 0.53435649 0.49065523 0.39489457] [ 0.71087896 0.46726037 0.57748449 0.42405375 0.45279953] [ 0.633571 0.42192288 0.53146536 0.3362952 0.44666319] [ 0.38877945 0.70592048 0.41362654 0.64323622 0.4811143 ] [ 0.53616995 0.62138401 0.49677188 0.51922882 0.49277253] [ 0.49464048 0.70393427 0.44960004 0.59806817 0.51699771] [ 0.65020553 0.42479255 0.59802477 0.49989712 0.41768443] [ 0.60631585 0.55019923 0.41361729 0.36422941 0.54721706] [ 0.43992095 0.43672472 0.48584372 0.72987578 0.34331779] [ 0.42354228 0.5190028 0.47277321 0.58151561 0.6666497 ] [ 0.369208 0.66431214 0.47831304 0.69895001 0.46412596] [ 0.69677637 0.46332932 0.47323509 0.31398192 0.51659712] [ 0.61755007 0.40329254 0.54353443 0.70851966 0.29871949] [ 0.8544605 0.41243864 0.51266825 0.20342733 0.33624476] [ 0.43632903 0.44515699 0.39655397 0.59605955 0.54576922] [ 0.51960454 0.40819308 0.6728416 0.35175139 0.54080939] [ 0.64974123 0.43185651 0.51301165 0.5755119 0.2958477 ] [ 0.10087971 0.68540999 0.5367201 0.78096029 0.56760093] [ 0.34819223 0.49053712 0.47982279 0.58805254 0.6081302 ] [ 0.61374371 0.35542437 0.29561912 0.33760845 0.39806628] [ 0.67134059 0.51002902 0.51291138 0.30027396 0.39656805] [ 0.75661859 0.41471034 0.44793804 0.32309033 0.4317242 ] [ 0.79633401 0.51025577 0.49473909 0.51127118 0.3704795 ] [ 0.28941032 0.70483562 0.42000474 0.73171945 0.57634058] [ 0.31536191 0.63192734 0.31977482 0.82035638 0.40986054] [ 0.66683115 0.35984436 0.5492483 0.30152857 0.46703475] [ 0.28436259 0.68128431 0.47224625 0.80193534 0.51747094] [ 0.55011618 0.55428342 0.52789931 0.35824489 0.61495592] [ 0.39809127 0.69047239 0.33400621 0.68114904 0.34406362] [ 0.30470435 0.56379785 0.31934594 0.74273296 0.62852226] [ 0.72374763 0.52311304 0.54037111 0.37725446 0.528002 ] [ 0.59999508 0.56874006 0.35184842 0.32490274 0.32516396] [ 0.51953979 0.67710851 0.47904795 0.53678064 0.53975511] [ 0.71834702 0.40802842 0.48696237 0.75101782 0.40998039] [ 0.88167223 0.39189192 0.55753109 0.20526467 0.40455709] [ 0.37327544 0.51041671 0.52265827 0.69265572 0.56915365] [ 0.6744599 0.51009188 0.50113485 0.52009851 0.51970799] [ 0.35940786 0.59112014 0.34072167 0.69194055 0.53662548] [ 0.71443717 0.43217837 0.58915286 0.42899413 0.37765662] [ 0.64479509 0.48767123 0.62820686 0.37001503 0.43299357] [ 0.46990462 0.46973744 0.50262384 0.59283613 0.5950997 ] [ 0.39119108 0.54768787 0.51891547 0.8092066 0.42507175] [ 0.70805562 0.45055896 0.38910983 0.43010454 0.46850163] [ 0.64628191 0.41251394 0.54891661 0.3710765 0.4983298 ] [ 0.67736412 0.57300343 0.44204508 0.54428963 0.45734977] [ 0.57705938 0.60935177 0.54594006 0.48407138 0.50593786] [ 0.48240166 0.63154296 0.34236695 0.44416186 0.45597601] [ 0.74030087 0.4942831 0.39989867 0.67756055 0.384288 ] [ 0.63925593 0.42015764 0.44666432 0.36369663 0.54473408] [ 0.73870397 0.56778631 0.57156703 0.46555703 0.46086705] [ 0.68251487 0.41506385 0.50477406 0.39961136 0.49190578] [ 0.20324488 0.60651715 0.51566755 0.8180483 0.6102269 ] [ 0.85618707 0.38559898 0.48286975 0.24026878 0.33958444] [ 0.71330239 0.55251633 0.52155508 0.42575118 0.43428423] [ 0.26873126 0.44873665 0.37343957 0.88376985 0.46571704] [ 0.58268678 0.33055958 0.64431688 0.64929219 0.44989671] [ 0.41268445 0.47231957 0.43598328 0.50489222 0.3418092 ] [ 0.60666256 0.56306919 0.41428475 0.57653793 0.58001633] [ 0.77653583 0.44437155 0.49422649 0.2205659 0.41010687] [ 0.47635227 0.47364972 0.41422381 0.3262288 0.37134546] [ 0.51692549 0.36552461 0.5263663 0.44875896 0.51220837] [ 0.63346581 0.62903562 0.43185883 0.3893089 0.42504087] [ 0.33772924 0.58114403 0.40312818 0.55011619 0.60026103] [ 0.53811228 0.50240941 0.4870648 0.48037696 0.45648345] [ 0.59369548 0.61163211 0.5136871 0.41208064 0.66160481] [ 0.52074031 0.52080133 0.46218101 0.4573937 0.44647343] [ 0.89576792 0.40801435 0.52399568 0.09062568 0.34270855] [ 0.6488988 0.56576903 0.50400663 0.55634228 0.38831902] [ 0.19769701 0.66086929 0.3558047 0.83175775 0.54147944] [ 0.69526695 0.43834824 0.48495894 0.26535851 0.41921814] [ 0.37143125 0.49545097 0.44890005 0.71905371 0.37025711] [ 0.6781315 0.47955249 0.60547675 0.39431344 0.55103493] Progress: 40.3% ... Training loss: 0.527 ... Validation loss: 0.883[ 0.775891 0.33507707 0.4277538 0.31449698 0.44489294] [ 0.79887238 0.41237635 0.44536371 0.35918463 0.50555529] [ 0.87839743 0.3544159 0.61608046 0.19234843 0.38226728] [ 0.87854056 0.36891999 0.44362127 0.13801636 0.40386123] [ 0.54070278 0.47231731 0.42131028 0.6478656 0.33895264] [ 0.56219702 0.50969706 0.39054387 0.66772594 0.30184217] [ 0.77320338 0.50136246 0.59461473 0.44059979 0.34690756] [ 0.7110008 0.4555966 0.43493899 0.26751163 0.47211623] [ 0.7456448 0.42184167 0.56049424 0.3327834 0.37116062] [ 0.7274023 0.45242126 0.49241763 0.33247413 0.47122963] [ 0.68065807 0.35285187 0.64953354 0.48087287 0.35337202] [ 0.74710331 0.40734666 0.58760879 0.41498742 0.41893133] [ 0.5164905 0.44768373 0.46384279 0.59923233 0.4105813 ] [ 0.29816922 0.52808447 0.41735449 0.72252332 0.44900017] [ 0.70969518 0.45176793 0.33319805 0.30093757 0.34113449] [ 0.68620798 0.57258125 0.32296011 0.26583986 0.29897271] [ 0.51630401 0.65442989 0.33078125 0.61154949 0.43772453] [ 0.1752942 0.74878644 0.36822244 0.80999963 0.6235378 ] [ 0.70331929 0.49672443 0.54031387 0.29398766 0.55713608] [ 0.66426174 0.27865061 0.61245379 0.47629598 0.46634323] [ 0.72457655 0.41989257 0.65966099 0.5898381 0.35232053] [ 0.42833031 0.52926403 0.52770299 0.71271485 0.43031384] [ 0.76674674 0.49072254 0.52287889 0.43794027 0.41360757] [ 0.75164582 0.51985312 0.43437263 0.57772893 0.31633549] [ 0.67954291 0.33528425 0.64693883 0.53675441 0.32374134] [ 0.42767164 0.56319744 0.40159491 0.60467702 0.50912969] [ 0.29199454 0.55570031 0.55675724 0.81250891 0.50089089] [ 0.55393376 0.58585113 0.38714679 0.47137182 0.50023323] [ 0.48731877 0.61397235 0.33859541 0.74417008 0.61180507] [ 0.48943142 0.59232948 0.55119167 0.57607884 0.47170686] [ 0.31565325 0.54036101 0.4063027 0.59459215 0.57515519] [ 0.33179234 0.64853378 0.31639553 0.71751973 0.45668758] [ 0.57977457 0.59972799 0.46052896 0.55850412 0.32247706] [ 0.68313057 0.54566463 0.31434437 0.28254261 0.3165778 ] [ 0.79792779 0.45662425 0.53641435 0.25195937 0.39708393] [ 0.82654423 0.43747227 0.48700926 0.16519253 0.34619189] [ 0.6038415 0.51681914 0.36123588 0.56186024 0.44615784] [ 0.89221352 0.29074517 0.46650856 0.17994632 0.4017357 ] [ 0.55455024 0.47328367 0.42987027 0.44984143 0.53871059] [ 0.51542408 0.57954036 0.61334127 0.62481613 0.36287764] [ 0.39992916 0.53814179 0.61881662 0.51769643 0.60371987] [ 0.76925586 0.47355087 0.66936795 0.39805855 0.31914994] [ 0.86622978 0.38058698 0.55969077 0.25559552 0.42091396] [ 0.2365483 0.69285625 0.35372667 0.84286951 0.54750713] [ 0.83422021 0.60022838 0.25844783 0.40870775 0.27065463] [ 0.21060663 0.6109831 0.41788561 0.78528992 0.54763337] [ 0.57118427 0.4295294 0.55086024 0.34581475 0.50190345] [ 0.43481914 0.69347439 0.34836652 0.64502803 0.50813504] [ 0.30711513 0.59509141 0.28897801 0.72992101 0.61199974] [ 0.48286128 0.44162465 0.60145836 0.69481818 0.43762181] [ 0.59999002 0.51001887 0.47190083 0.6228864 0.35146088] [ 0.65191423 0.51769713 0.42846445 0.44629388 0.55293049] [ 0.26824202 0.58307461 0.55584462 0.80218778 0.54751741] [ 0.79136507 0.35011641 0.57075678 0.1961482 0.47848675] [ 0.44762835 0.70044141 0.30702814 0.747387 0.53850833] [ 0.31075104 0.59453114 0.43357902 0.83424259 0.5541674 ] [ 0.60671293 0.44793961 0.47872228 0.73860915 0.3911065 ] [ 0.45820565 0.63503095 0.30075801 0.67341029 0.46084138] [ 0.81983054 0.48676154 0.50807675 0.32460852 0.38360405] [ 0.48569452 0.50313213 0.58731731 0.40688726 0.48312673] [ 0.54388994 0.52067792 0.41041179 0.56908732 0.52674067] [ 0.17776895 0.68453231 0.3132129 0.77949688 0.59625899] [ 0.50877581 0.48914048 0.59314355 0.45440276 0.46284224] [ 0.47709528 0.59591881 0.40213373 0.5323266 0.43853831] [ 0.65969749 0.61040425 0.46725334 0.57763558 0.32685457] [ 0.4957927 0.54934329 0.4981886 0.54312361 0.35925984] [ 0.8421516 0.42234851 0.65204881 0.19281479 0.38259719] [ 0.30028244 0.47566374 0.45522613 0.74882119 0.55735995] [ 0.57123622 0.43121657 0.45233801 0.50447088 0.44191394] [ 0.2611529 0.69384634 0.35094933 0.7101105 0.50244971] [ 0.56656985 0.63226015 0.38364767 0.57524809 0.44959481] [ 0.46757823 0.52093519 0.5133867 0.62195082 0.62736227] [ 0.80693346 0.35068838 0.64864659 0.20713569 0.49719162] [ 0.48016012 0.59879737 0.47633591 0.68800783 0.39743923] [ 0.80459294 0.32864373 0.62998998 0.15975076 0.47211429] [ 0.53946478 0.39965421 0.44045932 0.40277762 0.48899483] [ 0.63056054 0.45896775 0.40804737 0.72224164 0.40368051] [ 0.70470492 0.46660632 0.41467372 0.40362346 0.34280711] [ 0.73990108 0.39655212 0.449454 0.26708963 0.490258 ] [ 0.54591287 0.46588322 0.56300014 0.28782244 0.63669257] [ 0.7292161 0.54813154 0.57847445 0.31531961 0.53012142] [ 0.37351738 0.54543736 0.37293881 0.61298685 0.43804711] [ 0.71886818 0.47206419 0.43735871 0.47448497 0.36042013] [ 0.34540927 0.62808557 0.35445615 0.78545103 0.48971971] [ 0.57646822 0.55605418 0.40686197 0.45125576 0.46407436] [ 0.65174418 0.45774806 0.49435355 0.45587643 0.52570019] [ 0.53589401 0.51167521 0.51178783 0.28397146 0.54336429] [ 0.26270544 0.55524326 0.64235424 0.79294474 0.42143681] [ 0.36413053 0.71017974 0.3978779 0.75643778 0.48793201] [ 0.72764933 0.41266929 0.5049719 0.17925861 0.22842088] [ 0.50172409 0.36501065 0.41435298 0.59126539 0.4034198 ] [ 0.66255963 0.35202361 0.35597157 0.36692727 0.39133428] [ 0.28688987 0.45989509 0.56054173 0.77738658 0.52693007] [ 0.14950771 0.7172963 0.37882162 0.80137039 0.64033956] [ 0.22201349 0.52829726 0.52452444 0.87438534 0.61608163] [ 0.58010027 0.53452576 0.37764623 0.37151421 0.36742607] [ 0.66634994 0.60683971 0.52604301 0.50353521 0.465364 ] [ 0.74751991 0.53802503 0.45850719 0.32862855 0.4307098 ] [ 0.84700856 0.44833282 0.64695313 0.21639037 0.45575437] [ 0.84035931 0.36660999 0.55773728 0.20397812 0.45453684] [ 0.30035295 0.58125209 0.6350662 0.69045472 0.60873057] [ 0.58670611 0.5656822 0.37786378 0.38874507 0.35323363] [ 0.17822128 0.58833243 0.51667595 0.84322358 0.67139408] [ 0.708439 0.52139211 0.40445437 0.26399448 0.24149966] [ 0.48119607 0.62529097 0.49530883 0.56959496 0.44661357] [ 0.43843291 0.52634798 0.60760503 0.63919389 0.36150587] [ 0.39867302 0.66260429 0.38796461 0.64027268 0.54040584] [ 0.59433273 0.40537069 0.42294473 0.51610407 0.36094813] [ 0.5158584 0.64150607 0.50334655 0.56135218 0.40175753] [ 0.35473097 0.60389889 0.39625473 0.64983031 0.58254098] [ 0.44011362 0.60273113 0.40765839 0.58555284 0.43170247] [ 0.77837744 0.40912627 0.52725746 0.4102988 0.41717898] [ 0.567347 0.6296131 0.3615071 0.55876383 0.44617518] [ 0.47728407 0.54196192 0.50347285 0.45607796 0.36874248] [ 0.36036037 0.61433095 0.49817262 0.57743493 0.41967716] [ 0.63254637 0.48760116 0.38536632 0.32116105 0.37836015] [ 0.57117286 0.58759363 0.40505262 0.49852994 0.36276052] [ 0.36267055 0.41459671 0.58194273 0.48047859 0.61209678] [ 0.80916679 0.64981885 0.42592314 0.51419735 0.45028635] [ 0.62332719 0.56507381 0.53677031 0.37547294 0.43639152] [ 0.89820286 0.511385 0.4684145 0.26729707 0.33191523] [ 0.51876627 0.62673336 0.54724421 0.55548682 0.44305635] [ 0.56683064 0.51630286 0.41548381 0.60935512 0.39530813] [ 0.61242638 0.54188837 0.43616108 0.33407684 0.40626126] [ 0.63886712 0.51749515 0.49181976 0.39421768 0.50124156] [ 0.7881505 0.35860391 0.59941674 0.17807803 0.452512 ] [ 0.23279388 0.56124272 0.47815437 0.7595284 0.42347584] [ 0.233282 0.74631621 0.2981466 0.82245616 0.58123259] Progress: 40.4% ... Training loss: 0.527 ... Validation loss: 0.887[ 0.460714 0.43049153 0.43154232 0.55460294 0.44653949] [ 0.5975861 0.54833628 0.60175749 0.4682 0.48249892] [ 0.82361572 0.38360066 0.43216932 0.24283273 0.2926244 ] [ 0.1757824 0.74860903 0.36830306 0.80973268 0.62347833] [ 0.48029567 0.51640737 0.38297035 0.51951859 0.44899789] [ 0.39639729 0.66750543 0.33805012 0.79126168 0.49779364] [ 0.19760461 0.57944796 0.42689834 0.88621544 0.45608907] [ 0.58262995 0.44682546 0.54233503 0.62883934 0.33061829] [ 0.55838981 0.58718164 0.55412215 0.70213533 0.53207203] [ 0.61144962 0.41588276 0.54486011 0.51644526 0.50440062] [ 0.9021384 0.2997908 0.57411705 0.16302973 0.31735425] [ 0.47498972 0.40099196 0.43813463 0.43906786 0.58587655] [ 0.29962565 0.52069734 0.43466419 0.80931983 0.47397289] [ 0.54298013 0.61976364 0.31375447 0.53187538 0.37840283] [ 0.84814099 0.43489699 0.49144052 0.34628905 0.41251852] [ 0.62729215 0.3920361 0.67665743 0.62972612 0.44587603] [ 0.56446964 0.60356689 0.37160629 0.6317245 0.39307063] [ 0.5672231 0.42470188 0.54618636 0.55285549 0.44323467] [ 0.4490773 0.47220663 0.6152286 0.62786078 0.50286774] [ 0.6335331 0.51433848 0.61715162 0.40780647 0.42122291] [ 0.72544863 0.45436596 0.6495138 0.39662536 0.38044713] [ 0.36524007 0.65544334 0.46721572 0.60638537 0.37031384] [ 0.28179346 0.50134979 0.49100428 0.83928208 0.62177033] [ 0.18978717 0.61093878 0.49149444 0.88806113 0.55467884] [ 0.21366461 0.48134314 0.57742251 0.89494432 0.6564043 ] [ 0.61734142 0.65680572 0.28654682 0.55772811 0.37553506] [ 0.68053573 0.46150599 0.34710615 0.43936908 0.34661575] [ 0.72652011 0.26584776 0.38101165 0.21369547 0.39554003] [ 0.14303875 0.63618473 0.46240482 0.93322799 0.51228967] [ 0.47753613 0.67307032 0.43802161 0.66473395 0.55409506] [ 0.43415836 0.54959425 0.52797942 0.74471474 0.54001086] [ 0.33159467 0.44975255 0.52452077 0.70621183 0.46161226] [ 0.62618103 0.47339354 0.53391745 0.29133693 0.54511691] [ 0.39560004 0.4244026 0.47962064 0.86173877 0.58559248] [ 0.78158172 0.34919829 0.52616527 0.25795546 0.429031 ] [ 0.4160404 0.58059228 0.38456088 0.78198445 0.5235442 ] [ 0.75596789 0.60501885 0.33760173 0.55565623 0.32613311] [ 0.53837522 0.50456825 0.58604667 0.4186663 0.59945842] [ 0.60766246 0.56269393 0.41441413 0.57586593 0.57992119] [ 0.85321177 0.37936519 0.49180403 0.11851443 0.33988713] [ 0.48974195 0.47782405 0.57231849 0.41234328 0.48386158] [ 0.58551562 0.52336163 0.51924438 0.58006974 0.35960806] [ 0.18828461 0.67163117 0.32704257 0.81959119 0.52739542] [ 0.77632613 0.61445705 0.38955384 0.48401805 0.37983414] [ 0.42121185 0.59534795 0.50093008 0.75971419 0.61834726] [ 0.25191044 0.68492458 0.48681134 0.70699938 0.43791849] [ 0.70442478 0.29582481 0.61466844 0.30942562 0.40172415] [ 0.27205012 0.54219696 0.36728824 0.82792127 0.43698807] [ 0.61296786 0.50386706 0.4133283 0.43210444 0.39718375] [ 0.76012032 0.41254311 0.54917298 0.24794588 0.3911926 ] [ 0.69893298 0.37514146 0.57821553 0.34821058 0.47828798] [ 0.43332072 0.64941724 0.47259186 0.47813538 0.4653954 ] [ 0.26860474 0.49505227 0.3160109 0.71033985 0.44938987] [ 0.61103895 0.47535753 0.51745241 0.64616961 0.46071292] [ 0.8579758 0.48301238 0.57457542 0.29341502 0.39175283] [ 0.23074338 0.59905486 0.40406421 0.88279792 0.39458047] [ 0.23736955 0.61548349 0.36801212 0.86340958 0.52572721] [ 0.54524109 0.65615082 0.44286039 0.67389115 0.43119549] [ 0.76823076 0.34223851 0.53827406 0.29566962 0.42186929] [ 0.48969727 0.56601004 0.46149523 0.45430229 0.4075186 ] [ 0.41397642 0.54751358 0.44869399 0.6707972 0.65927397] [ 0.54569972 0.56242208 0.29685179 0.51518838 0.40937339] [ 0.24597963 0.65955193 0.36622026 0.69554481 0.51169006] [ 0.37751863 0.48224018 0.38386898 0.6225044 0.52857508] [ 0.31237419 0.58263696 0.54665493 0.72451983 0.44156486] [ 0.79349699 0.48978279 0.39317592 0.47543367 0.42546999] [ 0.57230767 0.55274544 0.49793961 0.71364331 0.37222694] [ 0.35533776 0.60369811 0.39633281 0.64951629 0.58247791] [ 0.78403159 0.49523977 0.52241321 0.38763095 0.34661183] [ 0.51097696 0.52008068 0.49847939 0.63872151 0.4733117 ] [ 0.56479068 0.68975504 0.45607217 0.56633247 0.38356166] [ 0.33066383 0.63822181 0.38761667 0.68348432 0.40868821] [ 0.78636876 0.39652887 0.54282064 0.32466885 0.37857031] [ 0.62066956 0.56287353 0.57361082 0.47057153 0.52220094] [ 0.71131492 0.48452918 0.40690731 0.38522229 0.35180739] [ 0.61143773 0.5859387 0.36478197 0.41288021 0.45228537] [ 0.45823174 0.54886976 0.46813882 0.2781189 0.4903624 ] [ 0.15908159 0.72501626 0.44399245 0.85857849 0.5973022 ] [ 0.65379645 0.46891842 0.46690105 0.34838575 0.31207966] [ 0.8901035 0.33433818 0.59368644 0.23447835 0.39383285] [ 0.74220149 0.56489063 0.50355845 0.52492318 0.38734478] [ 0.30476568 0.57827094 0.33850569 0.7558467 0.59957671] [ 0.82620951 0.39011638 0.53629001 0.20665723 0.43776257] [ 0.44041559 0.4772429 0.47462735 0.74338316 0.47396223] [ 0.85357435 0.32783231 0.44512957 0.33001987 0.38117244] [ 0.35668234 0.58887624 0.48990493 0.47857405 0.54415231] [ 0.41227301 0.7040342 0.47515796 0.64965938 0.45643591] [ 0.14625941 0.50881716 0.37890505 0.83342627 0.5870884 ] [ 0.36576615 0.61138319 0.47013581 0.80161972 0.37081965] [ 0.67398966 0.45341641 0.37988793 0.44238782 0.55123616] [ 0.19426868 0.54299436 0.50387195 0.86903232 0.5892116 ] [ 0.56834009 0.49924404 0.50344989 0.53255093 0.48059502] [ 0.70171791 0.44668932 0.4839043 0.33833965 0.45451461] [ 0.61715383 0.56919722 0.56445035 0.57526903 0.49219932] [ 0.3982755 0.44074398 0.60325183 0.68532483 0.5740428 ] [ 0.53990272 0.51567583 0.44474248 0.60483237 0.36865393] [ 0.75659708 0.49083566 0.59547053 0.45313703 0.46995771] [ 0.25574893 0.52724771 0.44456322 0.75061262 0.466753 ] [ 0.75313058 0.43544932 0.45657461 0.38499908 0.54574344] [ 0.45694416 0.58316177 0.65952061 0.42451095 0.58407583] [ 0.42769932 0.56440675 0.60644151 0.67807457 0.46952737] [ 0.64392175 0.61490131 0.32095783 0.49899034 0.43094936] [ 0.3377234 0.51668438 0.43972898 0.72182094 0.62139868] [ 0.44807518 0.58603341 0.52773201 0.65186116 0.42786754] [ 0.42902597 0.62484178 0.61805756 0.64007202 0.58503234] [ 0.84744822 0.35289634 0.51160556 0.13451955 0.36167845] [ 0.59409994 0.5254924 0.55176065 0.31563191 0.42849151] [ 0.55265686 0.43295003 0.54480941 0.75418009 0.47782334] [ 0.75466077 0.42542281 0.40677557 0.34404218 0.38349949] [ 0.58224134 0.50099006 0.44286942 0.36552207 0.41420761] [ 0.41743775 0.3884917 0.5290237 0.64086106 0.67770212] [ 0.42958178 0.61183731 0.42951326 0.7815722 0.59125166] [ 0.60351152 0.46564829 0.42392435 0.68943189 0.31460535] [ 0.65663489 0.45987115 0.52408271 0.25545242 0.58930631] [ 0.73745753 0.51095472 0.38837472 0.41626358 0.45148263] [ 0.43303073 0.64465145 0.46760119 0.50502088 0.52236009] [ 0.52859339 0.57140194 0.44385765 0.45646676 0.50962195] [ 0.70430517 0.45841065 0.50934486 0.33294541 0.4627876 ] [ 0.69877656 0.58664331 0.6429372 0.42600892 0.44097769] [ 0.56585419 0.5052686 0.42409958 0.47554875 0.59065891] [ 0.80458133 0.5466026 0.39381157 0.45557432 0.47410056] [ 0.68719219 0.39615909 0.59486342 0.30052236 0.44927423] [ 0.55269067 0.42530128 0.4560325 0.35721311 0.45907697] [ 0.31919672 0.68718353 0.39532334 0.70541186 0.57679419] [ 0.59256263 0.62188286 0.43424869 0.53915427 0.39295823] [ 0.88518068 0.29521727 0.53559072 0.12278233 0.36642373] [ 0.6565799 0.51120983 0.46239 0.49995262 0.36404664] [ 0.46562335 0.67970826 0.45993002 0.5907548 0.37858478] Progress: 40.4% ... Training loss: 0.527 ... Validation loss: 0.884[ 0.3667625 0.61216443 0.43568338 0.85640992 0.60232836] [ 0.19004772 0.56719179 0.43823047 0.883314 0.5587251 ] [ 0.33895569 0.60108158 0.4292792 0.5130637 0.56420558] [ 0.43218761 0.65039328 0.45544466 0.62994549 0.38465204] [ 0.48263339 0.58855536 0.5256381 0.48236635 0.36405965] [ 0.61626971 0.41864421 0.43155344 0.69825846 0.37236279] [ 0.39106042 0.50660721 0.57840696 0.80118962 0.44875348] [ 0.78616907 0.43915208 0.4267656 0.35470118 0.45066101] [ 0.16835203 0.71095166 0.36773382 0.62424991 0.59781872] [ 0.61203659 0.52792626 0.45189347 0.58309528 0.39587192] [ 0.52655013 0.51122798 0.38674334 0.688765 0.45934549] [ 0.45254824 0.56421685 0.34941366 0.46016321 0.38919132] [ 0.63785175 0.44217741 0.46502642 0.34610819 0.53738088] [ 0.4552988 0.67491388 0.56682224 0.59543726 0.49480942] [ 0.74303664 0.5031945 0.49898912 0.24012732 0.42666104] [ 0.69317398 0.49632641 0.42090139 0.73104458 0.30690889] [ 0.52733568 0.52622564 0.36739304 0.48962108 0.39529982] [ 0.5445383 0.34789985 0.52420369 0.61697485 0.42061911] [ 0.58375459 0.54847227 0.43254396 0.46204769 0.35283538] [ 0.55614787 0.38200623 0.70188594 0.7074381 0.44650599] [ 0.55272935 0.60277105 0.55841819 0.51954744 0.48120457] [ 0.50394011 0.50331391 0.42684223 0.2921903 0.48787393] [ 0.38812249 0.60051863 0.53496452 0.52829681 0.52707385] [ 0.21906754 0.69627787 0.36022244 0.6873516 0.5333557 ] [ 0.84375383 0.45803394 0.48375616 0.23817136 0.35951195] [ 0.38007914 0.629178 0.29058697 0.7173672 0.39409132] [ 0.69292495 0.46534446 0.40259474 0.29524657 0.4037314 ] [ 0.77913051 0.52642611 0.45271856 0.54024624 0.33901039] [ 0.35810051 0.51044859 0.54117235 0.7342148 0.46203088] [ 0.22818655 0.5358162 0.60346184 0.70491394 0.66555213] [ 0.47458288 0.40116898 0.4380532 0.43924518 0.58594177] [ 0.60320193 0.54838231 0.5932702 0.2882914 0.56601078] [ 0.55572593 0.42163142 0.49484882 0.57682113 0.37160636] [ 0.54734271 0.47339698 0.63932952 0.41446752 0.50415103] [ 0.59794711 0.43898901 0.44623041 0.45858197 0.26629199] [ 0.27109733 0.71637222 0.3194282 0.74665534 0.52741945] [ 0.64257729 0.38236853 0.60161679 0.59101008 0.39833001] [ 0.74706563 0.36826928 0.48314717 0.40034228 0.38930227] [ 0.70200837 0.45430883 0.57823407 0.51164638 0.44037206] [ 0.43998479 0.58125363 0.51917006 0.59675366 0.5489799 ] [ 0.74365843 0.4449685 0.4332966 0.36805914 0.34892092] [ 0.18501444 0.59780274 0.31351155 0.81514693 0.5869611 ] [ 0.49265907 0.49475016 0.53344104 0.76632667 0.42827275] [ 0.71452438 0.36329868 0.60509805 0.53798841 0.42163456] [ 0.41373467 0.52205749 0.37498782 0.4651217 0.37906945] [ 0.536752 0.4231972 0.38593404 0.62800695 0.34144514] [ 0.79414486 0.34929748 0.59794387 0.30139103 0.42156037] [ 0.87604247 0.48373385 0.50737205 0.15631827 0.34949817] [ 0.85662563 0.46874189 0.50813945 0.24177252 0.3647061 ] [ 0.65966325 0.39825126 0.50515088 0.64359762 0.28965984] [ 0.70351309 0.54513736 0.31996325 0.4934443 0.35863839] [ 0.5230478 0.49415656 0.51740696 0.44083573 0.34238129] [ 0.45827945 0.47454452 0.38779676 0.60361157 0.53169466] [ 0.19211864 0.61510585 0.49916823 0.89410443 0.65158184] [ 0.55198785 0.62013532 0.64280484 0.59276513 0.55623109] [ 0.70038252 0.54667602 0.4545603 0.41322111 0.48296037] [ 0.34644093 0.53026045 0.39554109 0.54290515 0.63343794] [ 0.17507758 0.69145865 0.28554681 0.70579592 0.50085362] [ 0.51466155 0.46678371 0.60810081 0.64137447 0.34345187] [ 0.49634446 0.44126447 0.41074432 0.50004595 0.50078617] [ 0.57218071 0.58726151 0.40518364 0.49788432 0.36265626] [ 0.491549 0.36764326 0.39961495 0.47588833 0.45622446] [ 0.8009031 0.33127212 0.57987669 0.17545563 0.45081542] [ 0.4676918 0.62728733 0.53001055 0.64830572 0.58378374] [ 0.30757241 0.55655744 0.58180633 0.73112665 0.57336011] [ 0.4048396 0.56539041 0.40571027 0.66397978 0.39018881] [ 0.25102962 0.62372076 0.40935869 0.64512072 0.51516083] [ 0.40904549 0.48564899 0.5038336 0.35877989 0.50379075] [ 0.86072383 0.3899694 0.5209889 0.27544981 0.35418073] [ 0.13243717 0.63287602 0.45372699 0.88005714 0.50022487] [ 0.85916603 0.37809947 0.51589321 0.12501828 0.37646186] [ 0.19945018 0.52757017 0.462001 0.74146791 0.46391566] [ 0.47141892 0.63127747 0.52456806 0.45422463 0.4687046 ] [ 0.24271275 0.73109887 0.32810858 0.84896327 0.58639507] [ 0.46409292 0.5144666 0.39630878 0.47779985 0.37413229] [ 0.75892624 0.49673961 0.54480691 0.40387225 0.4034269 ] [ 0.65716653 0.48367816 0.49311636 0.4640397 0.45957688] [ 0.3961479 0.5653951 0.50831651 0.56583384 0.53032726] [ 0.49017214 0.4377891 0.50170893 0.67688752 0.54701346] [ 0.420221 0.56553535 0.50003082 0.57457317 0.43075546] [ 0.32627322 0.53656165 0.55676515 0.71929753 0.50670612] [ 0.41213498 0.56356799 0.43023541 0.75376121 0.48599871] [ 0.73633651 0.41233205 0.58139029 0.14079962 0.31236002] [ 0.47816094 0.51556879 0.55888267 0.28561663 0.54725986] [ 0.8014293 0.48959793 0.41283386 0.43586705 0.30608848] [ 0.68841146 0.43495203 0.5384804 0.47708944 0.38908067] [ 0.34257224 0.55184661 0.46336114 0.65660809 0.53458572] [ 0.30412483 0.72251504 0.23818986 0.71428728 0.48168039] [ 0.69714735 0.37313804 0.61637591 0.61576127 0.41851462] [ 0.3481838 0.49424956 0.44608397 0.54875661 0.49611888] [ 0.26283314 0.66803623 0.31918596 0.78501833 0.61075977] [ 0.56869639 0.5290583 0.48351908 0.43151558 0.48991523] [ 0.51813311 0.69771736 0.46545854 0.59914405 0.40425217] [ 0.69951645 0.39637322 0.561929 0.33799981 0.42518149] [ 0.51615446 0.56918233 0.35145792 0.64241756 0.44119469] [ 0.62611832 0.52527722 0.5117157 0.32304638 0.58212543] [ 0.38771481 0.70648779 0.32813366 0.74805655 0.55646411] [ 0.48076381 0.3876333 0.4201993 0.76560201 0.40084754] [ 0.41634688 0.61260016 0.29441988 0.91271561 0.36758426] [ 0.68621544 0.49865784 0.43266223 0.30015287 0.31240114] [ 0.51281627 0.59549802 0.46384418 0.76603561 0.48181202] [ 0.19112945 0.5448122 0.3772784 0.84927285 0.49311602] [ 0.17375105 0.70381588 0.32628641 0.85724257 0.61832664] [ 0.73732037 0.51102677 0.38834555 0.4162687 0.4515025 ] [ 0.43906843 0.61663159 0.42785249 0.60107993 0.36263061] [ 0.58238741 0.65844097 0.41365081 0.63935044 0.44112772] [ 0.57579033 0.56937706 0.49419373 0.52492325 0.41022892] [ 0.72306653 0.31598034 0.46054762 0.39608011 0.400283 ] [ 0.31694523 0.76510076 0.29794413 0.80530152 0.44654661] [ 0.59153422 0.49527369 0.41611594 0.27885165 0.45016486] [ 0.65447965 0.28140213 0.56645819 0.69121285 0.41347348] [ 0.6137691 0.40596482 0.52109547 0.57345473 0.31136876] [ 0.73425145 0.40393425 0.58127696 0.64061601 0.40759443] [ 0.39792846 0.42768332 0.52526207 0.68253744 0.56805194] [ 0.55198069 0.41909866 0.46233755 0.45919262 0.45891216] [ 0.44577832 0.49723054 0.59878152 0.68379022 0.52774183] [ 0.50347034 0.60378009 0.31727203 0.60820435 0.5118332 ] [ 0.25694496 0.5224982 0.56297657 0.78800765 0.61514827] [ 0.5908599 0.58970174 0.40257043 0.49348684 0.39651984] [ 0.45884794 0.55828455 0.53969968 0.57946401 0.43784367] [ 0.72210361 0.51376646 0.4154236 0.49523874 0.32205772] [ 0.60572553 0.49156263 0.45247126 0.64957744 0.26496366] [ 0.60069159 0.40523567 0.50402196 0.35863686 0.60332649] [ 0.52841689 0.5263246 0.41531166 0.5806025 0.45825957] [ 0.27132967 0.5668724 0.32983865 0.75398691 0.61706146] [ 0.57475248 0.40665407 0.42096136 0.73713096 0.35820403] [ 0.28286471 0.68440602 0.40000686 0.65051872 0.58248972] [ 0.83811251 0.46954981 0.51964436 0.44704534 0.37309979] Progress: 40.5% ... Training loss: 0.527 ... Validation loss: 0.883[ 0.62746141 0.53215301 0.45390958 0.51275251 0.36901281] [ 0.20982176 0.56619618 0.63649882 0.61067002 0.62091588] [ 0.50522559 0.58853718 0.51187962 0.4838696 0.49881823] [ 0.61337972 0.32281863 0.41748563 0.41898817 0.4396098 ] [ 0.88551773 0.27935576 0.66662184 0.13503408 0.4255487 ] [ 0.59381246 0.57485132 0.44058692 0.6852214 0.45601902] [ 0.66789701 0.56949253 0.37270965 0.19538989 0.30322851] [ 0.6035519 0.3085919 0.45263636 0.45035298 0.43754658] [ 0.29990509 0.6960393 0.41421309 0.81326362 0.46269042] [ 0.4403641 0.65463127 0.33027938 0.59202363 0.43695175] [ 0.50969805 0.43751479 0.53881658 0.42437602 0.36767258] [ 0.68670162 0.36078576 0.66529484 0.43010696 0.41896121] [ 0.53810627 0.41791105 0.64296845 0.61073925 0.41934212] [ 0.54405923 0.4882559 0.48451842 0.71995668 0.3425612 ] [ 0.73090174 0.43013845 0.49081689 0.32057148 0.40012969] [ 0.38302994 0.56179458 0.42671882 0.70454538 0.50269796] [ 0.4541415 0.54265935 0.51398075 0.76378212 0.47108855] [ 0.27599465 0.4612101 0.44861501 0.77599995 0.54785447] [ 0.27131173 0.44602436 0.45770378 0.47436081 0.75361024] [ 0.44977937 0.5108752 0.53048459 0.8199326 0.42467842] [ 0.6876212 0.47094014 0.4874042 0.27066809 0.47001973] [ 0.66670301 0.41781229 0.58611939 0.49919764 0.48016746] [ 0.45749378 0.57253859 0.46339726 0.47271994 0.44649826] [ 0.32039605 0.47041778 0.38266555 0.71892786 0.55000375] [ 0.21628695 0.77536676 0.3820585 0.78153107 0.60079633] [ 0.58427503 0.5265413 0.57618114 0.67930168 0.41365765] [ 0.41852103 0.56481303 0.48698128 0.75275417 0.58967594] [ 0.6710127 0.59509723 0.37577483 0.47342613 0.32506684] [ 0.79938772 0.33047284 0.58319435 0.36716039 0.43420913] [ 0.48944274 0.60568823 0.46313389 0.53772106 0.52101536] [ 0.18081616 0.59624141 0.38591981 0.795802 0.6428441 ] [ 0.70830526 0.42595013 0.57658762 0.54270541 0.40941598] [ 0.6917566 0.34661528 0.49058102 0.3066318 0.34901973] [ 0.43180776 0.61285404 0.37310126 0.64558945 0.53214277] [ 0.54850228 0.5324073 0.42618098 0.54914798 0.47359184] [ 0.79949888 0.42263365 0.48103122 0.35055012 0.46443312] [ 0.73353106 0.48133415 0.54838331 0.2143783 0.36583647] [ 0.48194452 0.4013717 0.57900959 0.61633043 0.49210253] [ 0.27844264 0.48509691 0.54045991 0.63488596 0.65776016] [ 0.58471888 0.52358988 0.57300512 0.48424507 0.3855163 ] [ 0.78520172 0.47750745 0.48371341 0.31003877 0.28708588] [ 0.84955349 0.47573851 0.58069225 0.1821564 0.41480529] [ 0.25597702 0.63586344 0.40284536 0.76083029 0.52895825] [ 0.14595212 0.72130354 0.37437061 0.66963768 0.58941276] [ 0.27513285 0.45813921 0.43934174 0.69080669 0.45912363] [ 0.32886456 0.62555716 0.41303908 0.71088212 0.44814149] [ 0.27493931 0.49584402 0.613051 0.78094222 0.67935796] [ 0.48364245 0.58910159 0.43508082 0.49538694 0.39133803] [ 0.52412876 0.65457395 0.33514441 0.41296547 0.3839864 ] [ 0.58955264 0.48549478 0.46865986 0.58588577 0.26610708] [ 0.70313405 0.53863996 0.25026627 0.3941979 0.30739874] [ 0.85729543 0.44575701 0.47487871 0.24631527 0.37669337] [ 0.34295995 0.64631883 0.42470419 0.6400529 0.59621807] [ 0.40802752 0.49431169 0.56696352 0.68317748 0.45448613] [ 0.51576158 0.62454909 0.40311952 0.59051193 0.43455573] [ 0.50914606 0.41263203 0.52587143 0.40233008 0.42605261] [ 0.23840672 0.6106298 0.41567256 0.89017878 0.52071253] [ 0.21246758 0.62421443 0.51842243 0.82222334 0.47467001] [ 0.64216781 0.67002235 0.35786595 0.66624018 0.35971238] [ 0.33359497 0.60786273 0.33101587 0.76486388 0.51230121] [ 0.59307893 0.48239185 0.3974089 0.49372922 0.42611099] [ 0.38543036 0.506212 0.42454031 0.44853934 0.5888532 ] [ 0.39414147 0.54941473 0.36421251 0.65907184 0.5926715 ] [ 0.61731687 0.41827002 0.43173226 0.69769357 0.37224475] [ 0.60924212 0.51474098 0.57103951 0.60870857 0.49950035] [ 0.33278554 0.4671015 0.51842456 0.73737097 0.50462012] [ 0.63641948 0.46540165 0.52656111 0.63120411 0.45597464] [ 0.62104941 0.36978596 0.58504908 0.51610074 0.45490715] [ 0.20006276 0.55879077 0.48424364 0.84871311 0.46509986] [ 0.17934365 0.57384716 0.49206422 0.85475671 0.64494538] [ 0.34662543 0.63903171 0.35723612 0.75299895 0.46703351] [ 0.70358814 0.32704287 0.5649623 0.33849162 0.50952739] [ 0.39407224 0.63507686 0.31465128 0.78357071 0.28537192] [ 0.69907603 0.41568152 0.6210908 0.31654867 0.45594156] [ 0.6522171 0.44785657 0.43042743 0.36373353 0.5212742 ] [ 0.53068664 0.58738054 0.37314154 0.5307119 0.4451061 ] [ 0.53525396 0.40961404 0.65103831 0.60932373 0.37837095] [ 0.60747551 0.62122556 0.55302758 0.51765968 0.47054648] [ 0.60313498 0.38003224 0.69773316 0.58159179 0.46974053] [ 0.58253979 0.36803721 0.59894856 0.53777289 0.37541345] [ 0.78139266 0.41340075 0.48095575 0.26051486 0.4467005 ] [ 0.57112393 0.45785064 0.62572015 0.64829785 0.46320454] [ 0.79171298 0.33475638 0.57479639 0.26894679 0.46603469] [ 0.76003966 0.41259005 0.51667951 0.23284098 0.32986956] [ 0.68613935 0.49879847 0.43260735 0.30020535 0.3124471 ] [ 0.82017145 0.42583226 0.62175068 0.18489728 0.29779939] [ 0.68881914 0.45476336 0.44088523 0.41029264 0.5887576 ] [ 0.60866872 0.54278641 0.35567473 0.52151651 0.44725209] [ 0.77682144 0.41808508 0.40666313 0.36181005 0.40110464] [ 0.7017577 0.48044143 0.59686339 0.5900685 0.34947453] [ 0.87067704 0.36018496 0.57555373 0.18238007 0.37048209] [ 0.52167945 0.57753199 0.58673994 0.57130564 0.45547921] [ 0.35582741 0.53521261 0.5480621 0.77992674 0.52482758] [ 0.29232524 0.61769297 0.52362491 0.75080509 0.50755027] [ 0.70296917 0.54466673 0.4296509 0.34628628 0.43585303] [ 0.13442106 0.52664562 0.42628407 0.8782256 0.47169668] [ 0.28019534 0.57648197 0.46418224 0.80096566 0.40063178] [ 0.80905619 0.4096222 0.57520694 0.23619961 0.35854708] [ 0.25964562 0.57087746 0.5008157 0.76041012 0.41017069] [ 0.50189397 0.62394514 0.26302427 0.68940744 0.33393623] [ 0.60397298 0.49807985 0.66214576 0.28810937 0.56002347] [ 0.70843754 0.42093977 0.46579474 0.31918556 0.36710522] [ 0.72319482 0.40905984 0.61772623 0.57289089 0.40832332] [ 0.32055052 0.66160627 0.43285206 0.72743592 0.53409467] [ 0.72379027 0.49722882 0.31643971 0.48820427 0.39138487] [ 0.6944104 0.4574442 0.51924955 0.47931908 0.35298614] [ 0.66585086 0.49369149 0.48408574 0.38409983 0.48559127] [ 0.17492932 0.62250696 0.56320579 0.88953269 0.55994511] [ 0.23562959 0.50102294 0.53280362 0.77923544 0.60724262] [ 0.48308259 0.60090508 0.41725742 0.72864935 0.44836752] [ 0.31088697 0.62982201 0.43268391 0.76172652 0.47214439] [ 0.76730752 0.44494409 0.56974462 0.25799734 0.49980142] [ 0.43358464 0.42434073 0.57303423 0.59210637 0.60286645] [ 0.69793106 0.37509442 0.50184924 0.26382308 0.44495691] [ 0.80004259 0.44902522 0.45111385 0.3192654 0.42292914] [ 0.39770563 0.70154958 0.3195868 0.74950467 0.55764683] [ 0.66846045 0.35907407 0.41552963 0.49738962 0.45935217] [ 0.27029468 0.62655119 0.47090546 0.82727575 0.66192393] [ 0.71069268 0.44354903 0.5128136 0.40307496 0.44575992] [ 0.27612697 0.68832252 0.41514243 0.64067749 0.49192826] [ 0.34061153 0.52916442 0.46395336 0.88115596 0.59145076] [ 0.8456785 0.35121594 0.62531826 0.17584863 0.41923902] [ 0.21352757 0.52481508 0.36667991 0.90429252 0.44162375] [ 0.59600931 0.37034794 0.60755761 0.362896 0.52192426] [ 0.74478182 0.38238689 0.43571524 0.63322351 0.39452702] [ 0.64013326 0.46519357 0.57103524 0.43792659 0.47867939] [ 0.30937484 0.559096 0.37860866 0.58858351 0.6192674 ] [ 0.42576842 0.49252766 0.61444701 0.62031162 0.52258188] Progress: 40.5% ... Training loss: 0.526 ... Validation loss: 0.883[ 0.36878774 0.55692485 0.41859643 0.81818773 0.52980788] [ 0.60953646 0.4602542 0.62194667 0.49033061 0.42895352] [ 0.7932616 0.33219035 0.57884533 0.16760246 0.37953207] [ 0.72736398 0.37618924 0.57433822 0.34874339 0.3837294 ] [ 0.52915138 0.34114426 0.54040524 0.4420454 0.50683443] [ 0.61040348 0.35105933 0.46989286 0.38417699 0.46487522] [ 0.57547694 0.58875904 0.54774669 0.53349953 0.30788793] [ 0.25218426 0.53320887 0.50572168 0.63331272 0.39694676] [ 0.79197708 0.5530263 0.4365791 0.25347111 0.37937927] [ 0.86241703 0.45402263 0.45193086 0.23032656 0.27073151] [ 0.89049917 0.32761962 0.47294717 0.18720797 0.39495089] [ 0.53842311 0.4561494 0.46296542 0.53049222 0.43598658] [ 0.52347764 0.33735046 0.50557412 0.58439614 0.45320226] [ 0.48772324 0.46595983 0.57985454 0.51369439 0.53052189] [ 0.27055946 0.56770495 0.53493597 0.67908878 0.4956428 ] [ 0.83686859 0.40929433 0.5025118 0.26563824 0.37439489] [ 0.80383435 0.26774042 0.52512221 0.34270804 0.45500755] [ 0.18934858 0.57922305 0.5014929 0.80516892 0.47525576] [ 0.46166771 0.42972253 0.60228142 0.33630087 0.61871426] [ 0.41566738 0.61275043 0.29438009 0.91279436 0.36767644] [ 0.51156035 0.67437238 0.32807859 0.63016691 0.4645479 ] [ 0.24623895 0.75977588 0.39293113 0.7807215 0.56972565] [ 0.43914908 0.64201758 0.4224408 0.53124773 0.52601566] [ 0.76205986 0.42771722 0.46329582 0.32987148 0.36721821] [ 0.26255409 0.54175432 0.48475392 0.90030102 0.60061281] [ 0.76412673 0.3925645 0.61612103 0.59228736 0.39147336] [ 0.10508583 0.66181236 0.34994764 0.88826879 0.63132857] [ 0.61674759 0.54774959 0.37506264 0.51108188 0.30672941] [ 0.667778 0.38789454 0.58111363 0.51379973 0.49606042] [ 0.58041963 0.50516342 0.44368046 0.74577079 0.4064264 ] [ 0.83102711 0.3804077 0.66675503 0.18349957 0.40076616] [ 0.57359826 0.62218889 0.34657817 0.64408203 0.32653209] [ 0.36891218 0.60298056 0.44174397 0.56168828 0.45932029] [ 0.45725133 0.42340416 0.39121268 0.62413197 0.60065032] [ 0.84922622 0.47540589 0.54788586 0.27304341 0.37471186] [ 0.21056719 0.7279619 0.40863791 0.72657766 0.42372154] [ 0.83994503 0.39908586 0.39207812 0.27885579 0.45416236] [ 0.44254048 0.51772407 0.53018296 0.69098373 0.60928328] [ 0.65362965 0.45912971 0.42659972 0.44592937 0.43713675] [ 0.57597044 0.40633517 0.42112233 0.73649699 0.35811632] [ 0.66826009 0.58951269 0.45356029 0.41783314 0.54863053] [ 0.74650961 0.45843375 0.51782014 0.21765937 0.44343995] [ 0.75764614 0.46274732 0.46159355 0.16684536 0.34540959] [ 0.34735813 0.62883668 0.38341899 0.51896898 0.33543388] [ 0.59325062 0.45628287 0.53925107 0.5299381 0.50925297] [ 0.82104048 0.34765691 0.42094185 0.23018907 0.45359961] [ 0.54064864 0.44762746 0.44293763 0.74704324 0.40051608] [ 0.48142951 0.4403139 0.6041473 0.49198352 0.36666608] [ 0.4679375 0.44268183 0.67356582 0.67109088 0.47372536] [ 0.44823431 0.5281088 0.45309429 0.71492492 0.36165231] [ 0.48983288 0.65128978 0.43020565 0.51264442 0.29409972] [ 0.20726344 0.73511378 0.28429404 0.84277101 0.45653011] [ 0.53754802 0.57152568 0.40910328 0.3491638 0.44929324] [ 0.51487085 0.50967759 0.3960029 0.47179626 0.44579848] [ 0.6984007 0.64226907 0.3931004 0.34400423 0.37669424] [ 0.77839613 0.29772695 0.57232467 0.30263747 0.4355204 ] [ 0.66001541 0.41848374 0.5916105 0.62912767 0.3676777 ] [ 0.1490955 0.52527352 0.51086401 0.71158978 0.60907054] [ 0.44436137 0.56151105 0.36093559 0.65885846 0.31563433] [ 0.6127533 0.59612712 0.45883331 0.39585161 0.52856082] [ 0.86492979 0.5079955 0.53068647 0.34729639 0.37025809] [ 0.68479904 0.3546272 0.53938274 0.53463234 0.38492325] [ 0.50635423 0.62913783 0.58626716 0.38779634 0.57092907] [ 0.64525696 0.40928351 0.46480176 0.49122938 0.36229477] [ 0.45362342 0.37264048 0.65134809 0.66992678 0.46705938] [ 0.38172596 0.6631216 0.47173728 0.70313278 0.37584678] [ 0.64050886 0.50910361 0.47857456 0.39437189 0.36591895] [ 0.52473434 0.41487768 0.4739552 0.67682383 0.53763136] [ 0.47923941 0.61679376 0.4211419 0.43022422 0.48428588] [ 0.82594539 0.38042337 0.6236137 0.16232919 0.47046186] [ 0.52520464 0.56737798 0.45710628 0.75362378 0.28259639] [ 0.5178636 0.59030069 0.33192739 0.57326349 0.39794621] [ 0.45196833 0.4283269 0.64366767 0.57810475 0.46560968] [ 0.71926742 0.50547649 0.46065997 0.2838082 0.48113642] [ 0.52400266 0.56831115 0.44765504 0.36684759 0.4841253 ] [ 0.30742116 0.56649806 0.43047361 0.79186504 0.38999294] [ 0.27426209 0.4785836 0.38067864 0.83086024 0.52873363] [ 0.45139746 0.62083927 0.35888918 0.54324567 0.47594968] [ 0.44814585 0.7060173 0.3579988 0.6094118 0.42819656] [ 0.28898607 0.50492504 0.62877367 0.65486874 0.59239818] [ 0.47280828 0.57865942 0.4247455 0.58732891 0.45812328] [ 0.64163095 0.42239713 0.54511003 0.53827957 0.3636974 ] [ 0.90582085 0.42449686 0.4513923 0.18490094 0.27144152] [ 0.11419578 0.6267402 0.56064121 0.81861763 0.65971777] [ 0.60232015 0.42943408 0.36082534 0.50486741 0.49550203] [ 0.22388846 0.53747932 0.46094573 0.81086516 0.4900936 ] [ 0.50449225 0.53695998 0.46512011 0.66091183 0.43936442] [ 0.59464155 0.45362957 0.36743627 0.54160531 0.42452704] [ 0.65148341 0.59238981 0.55029882 0.62723976 0.45337974] [ 0.83230472 0.47132106 0.49316231 0.25949754 0.41873776] [ 0.65354092 0.52234454 0.40411176 0.19883807 0.34422577] [ 0.25600707 0.51477275 0.53348812 0.64269999 0.58470602] [ 0.41040554 0.54075363 0.42978656 0.77319381 0.55195744] [ 0.13695354 0.67474626 0.33345239 0.90105589 0.47756862] [ 0.71497027 0.3816042 0.58098012 0.44638855 0.35343882] [ 0.54262747 0.55246798 0.455285 0.53131874 0.42444887] [ 0.23231485 0.64555203 0.44049819 0.71951534 0.42324172] [ 0.82709086 0.38199317 0.54327142 0.25540611 0.32620654] [ 0.43637976 0.5440895 0.45895194 0.45130366 0.46261717] [ 0.76975319 0.26677611 0.52694654 0.2808555 0.44303847] [ 0.57785596 0.53105297 0.47709072 0.77676204 0.39322841] [ 0.76522666 0.40302779 0.36874798 0.20112192 0.287281 ] [ 0.23335913 0.58657153 0.38937534 0.67639256 0.58657255] [ 0.58136544 0.40420524 0.43035958 0.39782135 0.42174424] [ 0.70102885 0.43611777 0.52558509 0.25699241 0.45462162] [ 0.3155946 0.65410031 0.28013177 0.68509085 0.51583578] [ 0.18034637 0.59471738 0.46016542 0.77950408 0.48308874] [ 0.73431127 0.35897661 0.49880749 0.38365468 0.37655495] [ 0.79301662 0.37378637 0.48265929 0.36025945 0.45012155] [ 0.85804042 0.34903249 0.49632247 0.12183477 0.33692762] [ 0.41616783 0.44819064 0.55378805 0.55398721 0.63327372] [ 0.62766839 0.58130787 0.63425917 0.52912888 0.45856049] [ 0.73220114 0.45580503 0.67889615 0.39657563 0.37958059] [ 0.83652605 0.39734814 0.51858038 0.20753613 0.33803864] [ 0.32575371 0.44737546 0.41708659 0.62491577 0.47848471] [ 0.21702827 0.77507705 0.38223022 0.78110068 0.6006851 ] [ 0.49174178 0.4465573 0.49480343 0.39232149 0.61499793] [ 0.545918 0.40816809 0.50388679 0.53806865 0.53405981] [ 0.44215286 0.74576095 0.42694461 0.76222716 0.5745905 ] [ 0.75317466 0.36254986 0.60993676 0.29274136 0.50821506] [ 0.5687719 0.43098416 0.63034103 0.72914438 0.41029701] [ 0.30231035 0.72374539 0.32233323 0.7644892 0.58301301] [ 0.22045392 0.5501194 0.37596229 0.92384868 0.5557939 ] [ 0.67325447 0.28008596 0.57984583 0.56498887 0.41804099] [ 0.40643374 0.44414142 0.63422349 0.70320986 0.47860398] [ 0.40663903 0.54380229 0.44098078 0.76247697 0.31935397] [ 0.32800428 0.60275898 0.43309812 0.84458223 0.44512982] [ 0.36660617 0.60250987 0.4074511 0.79893324 0.60855231] Progress: 40.5% ... Training loss: 0.526 ... Validation loss: 0.879[ 0.91556557 0.33075784 0.61358566 0.11874691 0.28843026] [ 0.26241214 0.51788775 0.55612051 0.86589035 0.64722341] [ 0.79584192 0.39115179 0.37114441 0.33857244 0.48397203] [ 0.77847098 0.58866896 0.43918977 0.28795971 0.4617908 ] [ 0.67579783 0.52185711 0.46614426 0.39465253 0.39831163] [ 0.39966591 0.4944916 0.50885453 0.52912696 0.527609 ] [ 0.45497602 0.59304169 0.44585155 0.68185359 0.62463735] [ 0.30075945 0.47475235 0.50211123 0.45742407 0.60870688] [ 0.85051912 0.31393689 0.58804787 0.30994899 0.33548325] [ 0.44914003 0.44115007 0.48014855 0.70954817 0.46472765] [ 0.65847642 0.37181794 0.52656796 0.23832132 0.47559156] [ 0.20732257 0.61663464 0.35821376 0.68326285 0.55708429] [ 0.89689952 0.33243403 0.60696397 0.1096331 0.28795269] [ 0.14750762 0.60419884 0.52547757 0.89508398 0.59117457] [ 0.69294511 0.50724467 0.37228489 0.3668924 0.37332669] [ 0.16403026 0.58016257 0.36522845 0.90069435 0.49308843] [ 0.56213518 0.46116365 0.63192156 0.30466073 0.43391325] [ 0.59818648 0.53297712 0.40458061 0.45802631 0.38011531] [ 0.72869289 0.42842053 0.4210403 0.2450065 0.34001149] [ 0.25557438 0.57252977 0.54886508 0.71407784 0.50920144] [ 0.35998307 0.46255461 0.42624769 0.49927867 0.55837731] [ 0.63402443 0.40402129 0.50002889 0.4918541 0.47315657] [ 0.73985283 0.42227265 0.43633821 0.15849002 0.39113504] [ 0.32092192 0.58734575 0.33863753 0.81575924 0.33985293] [ 0.50721165 0.50239435 0.44278887 0.63631744 0.3700282 ] [ 0.5998645 0.46138501 0.40738135 0.61802878 0.40233417] [ 0.30663759 0.65426944 0.41569861 0.68562146 0.48210715] [ 0.6599781 0.39579266 0.5988372 0.59738187 0.46225484] [ 0.38193248 0.55896697 0.46997228 0.7774507 0.44747121] [ 0.18462043 0.62081413 0.37352188 0.89724952 0.51294522] [ 0.50973364 0.58320847 0.44465819 0.43548765 0.43093217] [ 0.56242234 0.4867017 0.53086115 0.54658354 0.60060987] [ 0.24107785 0.69362935 0.28879054 0.76636244 0.51899892] [ 0.65473136 0.46099015 0.54714215 0.55627603 0.4149758 ] [ 0.62918119 0.52930149 0.55664344 0.40618028 0.38616146] [ 0.53665427 0.50225048 0.58225479 0.32945044 0.54610498] [ 0.72272431 0.57521873 0.46514317 0.29504222 0.36963565] [ 0.64435059 0.35160323 0.61655129 0.62257669 0.36346455] [ 0.2694539 0.55158309 0.46842115 0.63439538 0.60775516] [ 0.66111 0.53717418 0.25698229 0.42144684 0.38754512] [ 0.12256574 0.58603222 0.45466707 0.9108058 0.58345434] [ 0.66156551 0.60387593 0.40647494 0.54106942 0.535198 ] [ 0.85618013 0.39627407 0.51973614 0.24501653 0.37367252] [ 0.27627179 0.56934169 0.39342282 0.67583477 0.59676575] [ 0.30174197 0.59012509 0.47289626 0.87947749 0.47202263] [ 0.27789884 0.48551826 0.54026998 0.63522985 0.65791738] [ 0.59045657 0.40042931 0.52671203 0.59671995 0.49045375] [ 0.5940974 0.5799287 0.54049981 0.39765992 0.46252121] [ 0.46772964 0.48959503 0.44250665 0.68828808 0.5943876 ] [ 0.50581234 0.51707172 0.46193239 0.60146684 0.36808269] [ 0.4029582 0.44943511 0.46615711 0.46908131 0.70622349] [ 0.58288587 0.49851492 0.59945667 0.43697915 0.3999592 ] [ 0.19322067 0.614537 0.49938429 0.89376512 0.65147081] [ 0.69917466 0.4733706 0.58447474 0.23423693 0.56463282] [ 0.76972496 0.40620957 0.48994101 0.20137458 0.37372596] [ 0.109719 0.69175007 0.43354182 0.85712805 0.67071404] [ 0.58643141 0.42226533 0.41360855 0.50628763 0.32467598] [ 0.87002128 0.4061305 0.42830205 0.21315031 0.41441763] [ 0.47346222 0.40985504 0.51363912 0.52236937 0.32652142] [ 0.56680687 0.5305257 0.50687513 0.61062164 0.51012636] [ 0.54772048 0.46667381 0.53762854 0.3988393 0.45108563] [ 0.48442976 0.4740906 0.59639822 0.67836415 0.35139122] [ 0.39825911 0.70659781 0.3694725 0.84578943 0.4478135 ] [ 0.65580934 0.28097006 0.5667143 0.69050076 0.41325704] [ 0.1333566 0.61139708 0.48848938 0.8281397 0.49427408] [ 0.46679019 0.61841204 0.38491202 0.65486964 0.4472449 ] [ 0.53408009 0.50413527 0.54902018 0.72004443 0.36283482] [ 0.31201409 0.44940997 0.52193929 0.45504108 0.60245856] [ 0.63827853 0.55222643 0.35639006 0.61398853 0.54174303] [ 0.4822259 0.52455452 0.42504822 0.51247569 0.49061196] [ 0.6321899 0.43688977 0.53015978 0.54903975 0.37074754] [ 0.28946019 0.57517665 0.49493563 0.84470794 0.49171911] [ 0.33862842 0.59427674 0.50998401 0.66835465 0.70006262] [ 0.41729952 0.62878545 0.54989073 0.72528872 0.58215901] [ 0.37441433 0.59168922 0.48419058 0.76855273 0.51661034] [ 0.72195641 0.50159217 0.32886991 0.27556144 0.35211626] [ 0.70841599 0.4909644 0.54324536 0.16773867 0.42578876] [ 0.5411793 0.54186257 0.51172963 0.62063577 0.39655147] [ 0.70693972 0.45704796 0.37313755 0.41792698 0.32906638] [ 0.73051598 0.57070395 0.47966306 0.44754813 0.34586122] [ 0.75205452 0.54178094 0.49790253 0.34894939 0.3270822 ] [ 0.61644679 0.40385403 0.55678015 0.57674697 0.40720458] [ 0.42262152 0.51989952 0.47229812 0.58208031 0.66701514] [ 0.25813909 0.66394902 0.530921 0.63082621 0.52326016] [ 0.71910006 0.42154637 0.47025176 0.28218016 0.44851019] [ 0.49087985 0.42171284 0.62593689 0.60865141 0.41697717] [ 0.17399061 0.68477811 0.34382746 0.89829857 0.50492068] [ 0.61210563 0.46755364 0.60959804 0.64728618 0.42506153] [ 0.68124658 0.46195814 0.41149255 0.35724795 0.49730377] [ 0.55061005 0.32322733 0.67588061 0.60757193 0.48061716] [ 0.67217716 0.39990155 0.35445116 0.35657865 0.40518719] [ 0.13791334 0.7046745 0.36845012 0.90235593 0.6396894 ] [ 0.49929313 0.47645604 0.51201771 0.60469123 0.64064765] [ 0.6000252 0.62534413 0.38552438 0.56504233 0.48160481] [ 0.68664538 0.45304792 0.5569615 0.25036663 0.46462659] [ 0.63061357 0.57838199 0.35974332 0.5182832 0.40445832] [ 0.71524163 0.38152213 0.58101434 0.4462416 0.35340844] [ 0.55410802 0.60740684 0.32814543 0.64373977 0.47898241] [ 0.72425111 0.44373404 0.46821695 0.35685643 0.37145296] [ 0.54011639 0.40901273 0.64504768 0.30634792 0.4034579 ] [ 0.30937263 0.57813158 0.54936487 0.76164262 0.47252028] [ 0.60791891 0.32842006 0.52525563 0.44494136 0.50904301] [ 0.61249547 0.65289189 0.43129768 0.5594025 0.46416863] [ 0.59862128 0.5480282 0.60186891 0.46757698 0.48240293] [ 0.56419724 0.4973701 0.51194802 0.66306336 0.40344609] [ 0.65289934 0.4443621 0.52529221 0.26386558 0.47992391] [ 0.58304839 0.43471801 0.67334459 0.55421211 0.45742493] [ 0.67165082 0.40519003 0.35909061 0.55265463 0.40448338] [ 0.36901169 0.55421322 0.59199272 0.76049181 0.4676878 ] [ 0.68166945 0.55225546 0.4028999 0.47142995 0.32679919] [ 0.67724606 0.66901562 0.36007613 0.61163896 0.52177862] [ 0.39163021 0.47481495 0.44254734 0.59134564 0.57224118] [ 0.64727319 0.34198796 0.5181039 0.47644179 0.42902669] [ 0.55214637 0.50635063 0.48877858 0.46547589 0.40676618] [ 0.62666019 0.51745253 0.5878635 0.7147345 0.44470144] [ 0.83340524 0.48787548 0.4971545 0.28587718 0.41567216] [ 0.34086851 0.54051865 0.55532836 0.66283457 0.49829446] [ 0.25323664 0.53008046 0.3205169 0.76957329 0.49849681] [ 0.22730247 0.74604499 0.34562019 0.8654471 0.47483625] [ 0.72000625 0.48421347 0.59623519 0.46060199 0.43969155] [ 0.50832351 0.46428262 0.60129415 0.65926365 0.40206294] [ 0.47922454 0.48521661 0.52720024 0.54013759 0.66494351] [ 0.53396794 0.51318724 0.51109723 0.2849609 0.54394278] [ 0.37562747 0.60755499 0.44234577 0.60069514 0.47917098] [ 0.73233245 0.37452331 0.41790033 0.20965966 0.36887426] [ 0.88699806 0.34462012 0.65361998 0.12702647 0.31251261] [ 0.53675406 0.41045234 0.38831548 0.27695278 0.44529396] [ 0.47302138 0.51164813 0.56713571 0.81710054 0.52955818] Progress: 40.6% ... Training loss: 0.526 ... Validation loss: 0.881[ 0.57133487 0.42986166 0.60812377 0.36025774 0.58267793] [ 0.31305396 0.58281724 0.54656251 0.72405555 0.4416491 ] [ 0.8462081 0.32575387 0.46310884 0.19358143 0.3096299 ] [ 0.40229858 0.54643387 0.54962081 0.79488055 0.57629455] [ 0.64487622 0.57408098 0.5325994 0.50563686 0.51727713] [ 0.59573687 0.37804195 0.63665739 0.28272259 0.45305797] [ 0.65598543 0.45037389 0.511014 0.51150133 0.45621335] [ 0.14744086 0.54625704 0.3326895 0.86345961 0.57922142] [ 0.14339988 0.53596831 0.57533782 0.64792541 0.63720076] [ 0.53847651 0.48481257 0.486749 0.58175257 0.36173102] [ 0.23677088 0.54185357 0.50120662 0.88453225 0.62312188] [ 0.56326327 0.60794242 0.52910817 0.5389558 0.33912635] [ 0.41228729 0.58335467 0.37421277 0.67849433 0.3403679 ] [ 0.39786451 0.52780461 0.5772593 0.74532244 0.51140565] [ 0.67258351 0.44448737 0.51214711 0.25500587 0.41382449] [ 0.7896513 0.38519174 0.51195056 0.25020535 0.39040485] [ 0.18482908 0.58821298 0.39272927 0.90205272 0.56257625] [ 0.72541717 0.50485697 0.35947071 0.47258295 0.30997771] [ 0.77814628 0.30700028 0.64229636 0.18318803 0.38160345] [ 0.48604568 0.55115921 0.37217968 0.5345185 0.42991442] [ 0.40223841 0.59109786 0.28968211 0.90364652 0.39777899] [ 0.43684156 0.51149758 0.57870541 0.72960675 0.4433127 ] [ 0.56345683 0.55357001 0.29899755 0.44639296 0.36199587] [ 0.55187309 0.50977086 0.44409887 0.49451716 0.45717086] [ 0.74708854 0.43240934 0.60261697 0.26444985 0.49459008] [ 0.59488858 0.51303707 0.4089328 0.41792302 0.40898206] [ 0.73380646 0.49827381 0.52760293 0.41138363 0.47752579] [ 0.5713955 0.43001529 0.55060495 0.34572563 0.5021413 ] [ 0.52915986 0.40202755 0.35228991 0.38246856 0.46363188] [ 0.72997432 0.53878691 0.64447907 0.52947999 0.37536396] [ 0.3168026 0.57471095 0.55979546 0.83226976 0.6218919 ] [ 0.21746965 0.53308202 0.53003335 0.77143667 0.47317808] [ 0.70912328 0.48398692 0.59823363 0.29663182 0.49414038] [ 0.83400429 0.40769483 0.49405575 0.27684161 0.41667883] [ 0.4913965 0.60069204 0.33103935 0.57469615 0.52137585] [ 0.61411334 0.3555064 0.29558526 0.3373017 0.39808141] [ 0.33460256 0.49253257 0.68815133 0.75434643 0.53783137] [ 0.52171533 0.59587524 0.43426694 0.41279293 0.28876285] [ 0.63815074 0.39636944 0.68682938 0.51629047 0.43105663] [ 0.20284301 0.64858049 0.44067312 0.88164991 0.45665817] [ 0.75759424 0.5104109 0.38302571 0.43021767 0.34601269] [ 0.39454909 0.60871376 0.49473528 0.6821195 0.61514468] [ 0.69461178 0.26082041 0.52380539 0.34691169 0.47293874] [ 0.12753202 0.74092488 0.4097097 0.75484002 0.51337074] [ 0.63633241 0.50096272 0.44352491 0.37066144 0.40211182] [ 0.11230354 0.65571628 0.41600183 0.8967048 0.47754545] [ 0.67457083 0.32381708 0.51696225 0.52773409 0.37244668] [ 0.56759404 0.58751119 0.44808781 0.56498936 0.32990704] [ 0.71517471 0.37471614 0.44115557 0.26308838 0.36084936] [ 0.47617153 0.4125364 0.46309448 0.58461758 0.3745683 ] [ 0.71470716 0.39185952 0.49217569 0.345307 0.44051807] [ 0.6756703 0.64220802 0.43270278 0.39776815 0.41520329] [ 0.45632245 0.43010631 0.57349401 0.60671169 0.45552161] [ 0.41207977 0.41482285 0.44808457 0.79070173 0.43957961] [ 0.54662364 0.6322028 0.63603056 0.61191398 0.55088532] [ 0.76374954 0.47077347 0.45131605 0.34497882 0.36483952] [ 0.50886155 0.38743721 0.44187488 0.66115368 0.44173218] [ 0.23270309 0.62168932 0.45543941 0.81551588 0.52104815] [ 0.70131172 0.48740103 0.35005163 0.47606894 0.39537774] [ 0.57718494 0.30655383 0.56402668 0.54012192 0.41849971] [ 0.49125894 0.50125725 0.51769608 0.43272117 0.53887349] [ 0.7160982 0.3495531 0.5991462 0.30061162 0.39654569] [ 0.26912249 0.58406114 0.37464092 0.74587091 0.44986705] [ 0.44113142 0.6544765 0.33033351 0.59147486 0.43691049] [ 0.4979603 0.38080687 0.451275 0.69062932 0.4345316 ] [ 0.89176372 0.3622758 0.53160409 0.26865007 0.38260525] [ 0.47593282 0.62051336 0.25029237 0.71652851 0.5135349 ] [ 0.85344556 0.38861155 0.59621168 0.15195265 0.36853894] [ 0.87821481 0.48893248 0.62016999 0.31931859 0.32624437] [ 0.27356842 0.60551228 0.4896119 0.81454904 0.38556694] [ 0.45436291 0.55325245 0.29844972 0.5560866 0.28049132] [ 0.53961979 0.46730515 0.54114749 0.44891799 0.47729618] [ 0.69448354 0.61544021 0.49555774 0.48779797 0.45050211] [ 0.53821653 0.56501824 0.42297769 0.39592798 0.48863631] [ 0.74437667 0.42855265 0.54201817 0.29207713 0.47170972] [ 0.83536613 0.3717978 0.44694614 0.23248321 0.36081675] [ 0.25147386 0.52210049 0.55097283 0.72985917 0.66183809] [ 0.51710566 0.39765777 0.70254537 0.66220422 0.50393184] [ 0.4884991 0.62087997 0.45311338 0.49480845 0.35518565] [ 0.75744796 0.37465281 0.54527541 0.2566674 0.4930713 ] [ 0.76545851 0.51967176 0.3065642 0.43833814 0.40098501] [ 0.69352157 0.56011949 0.42930826 0.41827674 0.39923733] [ 0.57925509 0.4379312 0.5249483 0.34554901 0.52169159] [ 0.34011715 0.44514487 0.65299008 0.5996912 0.40162642] [ 0.64887555 0.3902825 0.43030351 0.64317069 0.29722714] [ 0.51607696 0.58345297 0.35819501 0.60378015 0.38113336] [ 0.7721817 0.39625706 0.49840417 0.23349599 0.37733409] [ 0.71076137 0.56061313 0.58854426 0.48231186 0.43962991] [ 0.29760757 0.63856564 0.40664975 0.51651833 0.56061957] [ 0.60965248 0.4602488 0.62195026 0.49024087 0.42893856] [ 0.71312985 0.40791266 0.57491141 0.25737214 0.32041048] [ 0.58805923 0.42659518 0.53040459 0.44795966 0.34358158] [ 0.53564475 0.43665948 0.53079001 0.52905902 0.34016332] [ 0.68772494 0.45250615 0.55719609 0.24993367 0.46441055] [ 0.40334926 0.54765433 0.45839849 0.57232447 0.46382076] [ 0.61160228 0.58267262 0.4159345 0.63866327 0.53664297] [ 0.26271636 0.68804081 0.41385013 0.70682665 0.44802089] [ 0.3258544 0.55967126 0.37427133 0.83108342 0.46795003] [ 0.78775934 0.38134742 0.62212142 0.22381243 0.3729608 ] [ 0.46910778 0.65402602 0.41151723 0.80213823 0.56471342] [ 0.48403459 0.45452559 0.35316154 0.50475709 0.51920934] [ 0.81749059 0.46628925 0.54345161 0.27111588 0.35222056] [ 0.59001215 0.41643856 0.50556279 0.32573833 0.5595158 ] [ 0.28714597 0.51723858 0.38075916 0.83391346 0.49719715] [ 0.54837806 0.61776436 0.35755204 0.45898001 0.31054819] [ 0.62111461 0.4474128 0.55559989 0.47483112 0.50167355] [ 0.78784985 0.40647839 0.4306548 0.18043499 0.30744374] [ 0.24075236 0.60272047 0.5400516 0.7010619 0.62859956] [ 0.22828438 0.63223002 0.32387956 0.8044804 0.5408791 ] [ 0.36361287 0.68624048 0.3657944 0.71346928 0.40404631] [ 0.62439576 0.50617315 0.4804948 0.66341128 0.41983608] [ 0.37397638 0.53661154 0.42338104 0.64806724 0.58037095] [ 0.34703449 0.50859035 0.46070528 0.66906347 0.51756682] [ 0.41521503 0.48385724 0.56998367 0.60385981 0.37725674] [ 0.43609869 0.409128 0.52922258 0.46297939 0.57984745] [ 0.54184785 0.45242692 0.3858063 0.40886513 0.48915676] [ 0.61038644 0.48817991 0.37537932 0.4077513 0.41797695] [ 0.63263997 0.48411246 0.40630301 0.47273434 0.56267834] [ 0.51135346 0.4798813 0.49883588 0.559856 0.48724625] [ 0.52994324 0.58996426 0.38272887 0.63810197 0.44173511] [ 0.43268671 0.58257261 0.5734278 0.55674721 0.50699152] [ 0.18560353 0.7446346 0.3587718 0.82441119 0.48198705] [ 0.31225097 0.44940607 0.52193765 0.45490981 0.60247212] [ 0.38777321 0.43780808 0.54353283 0.49967774 0.52876132] [ 0.48674387 0.46571232 0.48397335 0.65231754 0.43957543] [ 0.42838346 0.52378115 0.43566813 0.40015877 0.4994929 ] [ 0.56568412 0.34114418 0.41326953 0.53962836 0.4509315 ] [ 0.55748829 0.35549611 0.5973134 0.60336527 0.46961203] Progress: 40.6% ... Training loss: 0.526 ... Validation loss: 0.883[ 0.45221035 0.67903782 0.44276532 0.53137246 0.44750815] [ 0.61355792 0.55533195 0.46663425 0.46168296 0.41417938] [ 0.71350281 0.41437119 0.59508728 0.58781254 0.405039 ] [ 0.59000391 0.45171201 0.54295311 0.40333121 0.36370305] [ 0.45865395 0.70180857 0.42266307 0.70934464 0.47448407] [ 0.51801874 0.52458269 0.48523237 0.66928519 0.41363237] [ 0.76586473 0.54054794 0.45213286 0.51151423 0.45469536] [ 0.47531632 0.50382257 0.44439035 0.59453798 0.51488077] [ 0.52293659 0.4114576 0.56066085 0.30567066 0.5383314 ] [ 0.26662236 0.56023599 0.52501167 0.85149091 0.54841308] [ 0.30131383 0.52716405 0.41767313 0.72060773 0.44881737] [ 0.51795235 0.62981069 0.37442148 0.48737141 0.44383522] [ 0.73982308 0.52401204 0.59662315 0.53484709 0.41802447] [ 0.59911502 0.41954186 0.6179647 0.71479425 0.46139971] [ 0.6713941 0.5951753 0.37573074 0.47302152 0.32509995] [ 0.23545957 0.65194124 0.39050416 0.62061951 0.48283578] [ 0.68425637 0.47258207 0.54644854 0.70710953 0.47558789] [ 0.82958416 0.53544454 0.43985031 0.32314473 0.31141622] [ 0.31572037 0.68454942 0.3689109 0.72894751 0.54671644] [ 0.85406279 0.32358567 0.58662497 0.24629819 0.33399721] [ 0.71054567 0.45063786 0.56156033 0.55148984 0.42905653] [ 0.73329825 0.39087932 0.43245935 0.33444222 0.43355222] [ 0.54504888 0.53475692 0.56684291 0.60351717 0.42480851] [ 0.67034077 0.46351482 0.47369359 0.17161783 0.35666084] [ 0.78075458 0.52466195 0.55196487 0.48219266 0.37422262] [ 0.28105523 0.57523257 0.5312203 0.81792567 0.53718253] [ 0.67826529 0.40143888 0.65627065 0.5907425 0.36219249] [ 0.46903904 0.48159632 0.48757624 0.53678638 0.46355431] [ 0.60613106 0.57232254 0.51678671 0.52067438 0.39012967] [ 0.78313925 0.43971542 0.35863716 0.21260254 0.32409693] [ 0.38946973 0.56060426 0.51490679 0.59332116 0.54836176] [ 0.39172092 0.62438276 0.43027098 0.71349831 0.41523437] [ 0.54692482 0.41629804 0.46570578 0.66054857 0.35417011] [ 0.11772785 0.47975242 0.42840904 0.93109522 0.62723699] [ 0.26797077 0.6497541 0.26570955 0.86342209 0.52258388] [ 0.53320998 0.55224773 0.57414298 0.57282867 0.45966803] [ 0.52697606 0.42671183 0.49234184 0.73009661 0.36317 ] [ 0.32982412 0.49422875 0.59172074 0.64107137 0.55689186] [ 0.51983608 0.51004909 0.49646071 0.47412535 0.51268113] [ 0.06755074 0.60842519 0.46133551 0.88370638 0.68419468] [ 0.29499684 0.59143329 0.44612379 0.77519622 0.46505294] [ 0.4390501 0.61225802 0.3284271 0.68744118 0.30288978] [ 0.33610876 0.49188057 0.68836507 0.75364719 0.53761552] [ 0.52718303 0.51287991 0.39155922 0.49309436 0.39418102] [ 0.37720704 0.54310068 0.44666824 0.68225875 0.63284481] [ 0.71737334 0.43990558 0.56837144 0.49460373 0.43044225] [ 0.27658718 0.71615393 0.42122574 0.73341079 0.51001296] [ 0.85941924 0.5485583 0.45369865 0.3492753 0.28118317] [ 0.7907978 0.50768722 0.46493692 0.39141925 0.34862564] [ 0.58151868 0.39606951 0.60858545 0.57179517 0.4488288 ] [ 0.85616589 0.35093319 0.45436303 0.26813581 0.34598934] [ 0.44154181 0.62322088 0.47989044 0.54477265 0.33400275] [ 0.7026627 0.50642452 0.40406955 0.29022526 0.35931616] [ 0.54080903 0.38432357 0.50492547 0.70997932 0.49156341] [ 0.43809242 0.56767853 0.42993123 0.76260087 0.34708551] [ 0.24707147 0.52915752 0.54824173 0.7582777 0.65090312] [ 0.55404155 0.41056973 0.4555521 0.6254971 0.49132131] [ 0.67906387 0.34116487 0.52078256 0.45431238 0.45859852] [ 0.54318526 0.54671982 0.44160541 0.50405241 0.5009287 ] [ 0.74690219 0.38622814 0.50561741 0.41490734 0.28744171] [ 0.51710044 0.4561209 0.40070083 0.54944313 0.47645488] [ 0.34778845 0.53399445 0.38111193 0.68069818 0.43318502] [ 0.71441689 0.36702522 0.65234323 0.36944262 0.42284069] [ 0.43078063 0.50195252 0.47544131 0.85596574 0.50042454] [ 0.51341192 0.58079515 0.33205417 0.66747606 0.25626584] [ 0.67612091 0.44181503 0.49666924 0.35812483 0.42546803] [ 0.83410345 0.40761261 0.4940954 0.27673445 0.41663804] [ 0.4001674 0.5506222 0.50866061 0.77710804 0.3950321 ] [ 0.47726944 0.52528245 0.42324323 0.57146384 0.33513114] [ 0.6730422 0.56524102 0.5351268 0.45800971 0.39904362] [ 0.49055004 0.35690588 0.53402941 0.77267754 0.48214681] [ 0.64840541 0.41076805 0.4425421 0.42677976 0.37530664] [ 0.71623678 0.45573538 0.51145495 0.5674095 0.42176345] [ 0.66015574 0.34360176 0.52791822 0.39483619 0.47515308] [ 0.52370057 0.53831884 0.51635359 0.71994544 0.38746283] [ 0.51563993 0.47098893 0.53848987 0.65616958 0.44609903] [ 0.61003234 0.35120214 0.46984728 0.38437127 0.46490033] [ 0.83374094 0.39659421 0.40919848 0.32181083 0.35399701] [ 0.45222655 0.46494364 0.55115727 0.72090948 0.34965126] [ 0.74092167 0.38990086 0.63244507 0.33683245 0.37033728] [ 0.52324338 0.45634275 0.50512572 0.2743378 0.47382813] [ 0.40716056 0.49459816 0.47772671 0.40301798 0.53353613] [ 0.52601793 0.52731593 0.36690366 0.49045693 0.39574203] [ 0.48878596 0.60632611 0.52985401 0.35840323 0.51860303] [ 0.50296126 0.62922695 0.44986805 0.75748354 0.39092125] [ 0.84898137 0.36459117 0.4969769 0.36105705 0.36314172] [ 0.77662786 0.35869088 0.52900343 0.23387281 0.32928517] [ 0.71094264 0.52055108 0.44800415 0.26362908 0.38857371] [ 0.40482594 0.46985536 0.61482895 0.67294165 0.41040181] [ 0.71891742 0.4161876 0.58111196 0.17468966 0.47877779] [ 0.91584174 0.33033354 0.61378666 0.11854733 0.28825833] [ 0.58283521 0.42807448 0.46057111 0.47531847 0.48603717] [ 0.39807877 0.48914131 0.56174294 0.53340256 0.56703297] [ 0.53388716 0.59789606 0.51311614 0.52669934 0.48799851] [ 0.55303772 0.60070369 0.36954998 0.509908 0.3818773 ] [ 0.44972491 0.61283916 0.52876483 0.58492598 0.61824799] [ 0.65297892 0.38618601 0.45444531 0.37260708 0.488922 ] [ 0.76903085 0.35653455 0.47656299 0.36201869 0.45970221] [ 0.337685 0.6085555 0.43822068 0.65185078 0.49721528] [ 0.71000705 0.52590165 0.47848566 0.3380993 0.33598012] [ 0.66012701 0.46608544 0.35872846 0.41835578 0.41377616] [ 0.54800107 0.71441059 0.29473322 0.53433304 0.36893259] [ 0.84505103 0.39090484 0.56078802 0.36408131 0.38740491] [ 0.63080211 0.50412036 0.55403703 0.43924577 0.52543186] [ 0.88329852 0.33800562 0.6341369 0.17180154 0.37434619] [ 0.11592257 0.59767226 0.46992344 0.86100653 0.53307824] [ 0.37973019 0.64545323 0.41393861 0.54717796 0.4732492 ] [ 0.24617432 0.61100413 0.38058498 0.61093306 0.52064697] [ 0.46078098 0.58511266 0.48374544 0.49610482 0.46105164] [ 0.64494461 0.57405931 0.53260254 0.5055832 0.51727288] [ 0.57895558 0.421449 0.43818309 0.73583115 0.38171446] [ 0.48629144 0.53695022 0.50865294 0.74161339 0.47190707] [ 0.20737051 0.51964344 0.36968819 0.65845467 0.52397738] [ 0.28158694 0.6536691 0.38407009 0.74946876 0.56935874] [ 0.2944402 0.61548434 0.5681766 0.7141944 0.60955268] [ 0.48800107 0.49866825 0.48911605 0.76578078 0.38037769] [ 0.71963129 0.44836967 0.51976306 0.67948343 0.40043683] [ 0.76588334 0.31441085 0.55434618 0.19056288 0.41422641] [ 0.46235937 0.56449175 0.50134073 0.79646998 0.41195267] [ 0.71019062 0.41115881 0.49149501 0.33456876 0.40509177] [ 0.7317532 0.49739809 0.69572457 0.50464625 0.3707133 ] [ 0.32740614 0.39019539 0.49174743 0.72991734 0.58349375] [ 0.1086015 0.70949656 0.39466541 0.79007514 0.46467404] [ 0.66530028 0.54299304 0.51711274 0.46547684 0.52594061] [ 0.39586132 0.66113717 0.41502011 0.59593746 0.39544065] [ 0.12822245 0.52396619 0.36604035 0.87168485 0.53406683] [ 0.61807525 0.33623392 0.54089946 0.4579112 0.34436196] [ 0.7746036 0.3307528 0.68665915 0.23552575 0.42847955] Progress: 40.7% ... Training loss: 0.525 ... Validation loss: 0.879[ 0.61689786 0.49622509 0.60826598 0.3693859 0.34463796] [ 0.59720072 0.48775017 0.37761037 0.50375469 0.37535058] [ 0.73065823 0.42924368 0.62638941 0.39624109 0.32175576] [ 0.4766287 0.49354507 0.43453396 0.72327113 0.43856463] [ 0.338303 0.52668584 0.45624989 0.64799676 0.3720619 ] [ 0.87819198 0.38583839 0.53828819 0.20103948 0.36125456] [ 0.4962565 0.60075341 0.4670479 0.73297818 0.50955284] [ 0.74248006 0.39908319 0.57158544 0.12436167 0.42577339] [ 0.63034774 0.55720026 0.46294658 0.48127027 0.51758862] [ 0.36301074 0.49017174 0.49180526 0.4773113 0.50185835] [ 0.74111278 0.46545917 0.53360991 0.20205676 0.47085827] [ 0.53096169 0.52735049 0.58374024 0.72783933 0.4185226 ] [ 0.59394624 0.45426659 0.36713724 0.54188509 0.42481971] [ 0.31132013 0.60542036 0.447878 0.6094629 0.52026 ] [ 0.15937365 0.54964979 0.51480954 0.72879456 0.58594806] [ 0.34901778 0.54124816 0.52241614 0.39594404 0.66257029] [ 0.77960373 0.51442489 0.27626004 0.40103776 0.30218709] [ 0.39442079 0.56363452 0.51434493 0.71555441 0.38028062] [ 0.81090073 0.48670404 0.5577442 0.35607455 0.4041013 ] [ 0.57708573 0.48226086 0.42804997 0.58076153 0.3799256 ] [ 0.53597053 0.53869447 0.46467463 0.47750903 0.50088174] [ 0.37684089 0.44963185 0.45529398 0.71488791 0.69036219] [ 0.2311992 0.61232563 0.46703094 0.77483414 0.55693207] [ 0.83269492 0.42253146 0.61185021 0.24267245 0.4415854 ] [ 0.58693204 0.5401052 0.36607959 0.41409295 0.39650057] [ 0.39953827 0.4307542 0.48511545 0.80063556 0.57752401] [ 0.45152701 0.72814874 0.35796965 0.73482867 0.44868174] [ 0.6352088 0.49608643 0.4055553 0.51121107 0.47441082] [ 0.4474242 0.62509669 0.41462165 0.52334262 0.4745458 ] [ 0.78519687 0.46362641 0.53189993 0.2839256 0.49186434] [ 0.23724728 0.61539866 0.44952447 0.82819005 0.53742724] [ 0.34974936 0.49425129 0.44603342 0.54782045 0.4962009 ] [ 0.68931388 0.33702332 0.64518728 0.39475777 0.40526913] [ 0.21595859 0.65503191 0.32375498 0.84297303 0.43293221] [ 0.48563501 0.43079143 0.59224445 0.54370516 0.46078963] [ 0.24401555 0.51642172 0.38892516 0.86735222 0.45905868] [ 0.74724581 0.59878265 0.49079506 0.50093229 0.45686411] [ 0.42185541 0.62998775 0.67127812 0.44788933 0.53990984] [ 0.19074815 0.59471765 0.44875982 0.82218513 0.48277074] [ 0.55051848 0.51648936 0.36014768 0.6243184 0.36301856] [ 0.10101591 0.72755293 0.38037489 0.8691181 0.51220022] [ 0.42752575 0.45271952 0.4120574 0.55804071 0.52033309] [ 0.23592052 0.68483222 0.40691507 0.77142471 0.52029339] [ 0.39765098 0.41755571 0.44569231 0.59326912 0.46564276] [ 0.18703731 0.70264748 0.37170768 0.78495639 0.50632432] [ 0.75713936 0.36425937 0.57171675 0.24870867 0.47385708] [ 0.37449452 0.5627979 0.499627 0.74540509 0.40626981] [ 0.79703631 0.44294301 0.45251293 0.20072592 0.30301862] [ 0.48840419 0.59042733 0.34710057 0.71916026 0.46883028] [ 0.62622962 0.32764219 0.62004069 0.58363803 0.44237505] [ 0.64235612 0.55383777 0.69341663 0.36439778 0.43209863] [ 0.15421958 0.65228784 0.4243222 0.92633593 0.59473752] [ 0.32131397 0.57437788 0.52821172 0.8240264 0.63058475] [ 0.18737456 0.68383554 0.5194076 0.73366205 0.62622796] [ 0.34779846 0.52992165 0.48246432 0.72886977 0.49575637] [ 0.85867749 0.3897478 0.38442631 0.2720418 0.34175318] [ 0.51992234 0.5222748 0.26361554 0.7150554 0.38540592] [ 0.46216627 0.48820693 0.48019443 0.31471004 0.50005791] [ 0.55318842 0.57042051 0.54961331 0.52731836 0.39777519] [ 0.63491005 0.48099484 0.57249211 0.69745778 0.28441733] [ 0.71970955 0.45306454 0.43889603 0.40253064 0.34923813] [ 0.37436629 0.54987293 0.44484471 0.75639606 0.44937701] [ 0.60728053 0.4301562 0.51020727 0.44760614 0.4075216 ] [ 0.53279898 0.64461143 0.34489069 0.51000184 0.45481993] [ 0.55263231 0.42290991 0.66681979 0.55020387 0.44254897] [ 0.26113352 0.65133387 0.34670526 0.76023826 0.62829422] [ 0.79888222 0.45588792 0.53673314 0.2512615 0.39679411] [ 0.56558411 0.55846933 0.45415274 0.51933904 0.40703525] [ 0.21023206 0.72866745 0.40815616 0.72688167 0.42416221] [ 0.71706886 0.56867976 0.55894699 0.46728345 0.47281434] [ 0.4944677 0.47579012 0.5097635 0.76430331 0.56318109] [ 0.81625389 0.34854439 0.62770356 0.28755026 0.42853386] [ 0.57712234 0.5691533 0.46348433 0.53847083 0.44660048] [ 0.47123059 0.55605407 0.38025967 0.51738304 0.42134959] [ 0.55663409 0.53108675 0.48919738 0.68997599 0.33579606] [ 0.51914298 0.52918721 0.44132199 0.4403261 0.36337687] [ 0.78051168 0.43145883 0.51415671 0.33289757 0.3571679 ] [ 0.21206853 0.49985629 0.60174726 0.75825818 0.65927437] [ 0.31440343 0.46548279 0.55228313 0.70322005 0.5459934 ] [ 0.48227239 0.40046837 0.43491152 0.5079744 0.56208345] [ 0.43982102 0.38527274 0.47451479 0.56264055 0.64754202] [ 0.51997288 0.48095773 0.41447999 0.53115133 0.48616675] [ 0.57874476 0.44036165 0.41147805 0.69143088 0.34792623] [ 0.38298119 0.54063323 0.53119795 0.64644522 0.54781289] [ 0.27393438 0.58543698 0.45111358 0.8785116 0.57191749] [ 0.57574849 0.63374767 0.32364815 0.39679794 0.35611317] [ 0.7802737 0.55423483 0.55896703 0.40405526 0.42160445] [ 0.48366518 0.55869154 0.57151349 0.47057694 0.41345052] [ 0.57178433 0.48598207 0.47627434 0.45936727 0.62130349] [ 0.43894629 0.51147991 0.46475658 0.59439508 0.41610493] [ 0.57344658 0.54058427 0.41984924 0.60474219 0.5070679 ] [ 0.47482803 0.56397385 0.58083339 0.59379797 0.39738299] [ 0.60960325 0.35083533 0.45393324 0.61630414 0.39687842] [ 0.59153964 0.49046383 0.50287429 0.34486851 0.47330508] [ 0.62752417 0.66644297 0.35791194 0.63545135 0.33392165] [ 0.6010241 0.42714087 0.43510812 0.40959399 0.38299156] [ 0.54307643 0.44640248 0.59785714 0.37001862 0.48626174] [ 0.80449109 0.29334174 0.54603672 0.23656925 0.4713836 ] [ 0.21183863 0.66637297 0.35523529 0.82635082 0.43973473] [ 0.36403664 0.46815249 0.46266098 0.64408691 0.53246714] [ 0.55191463 0.68516926 0.33598191 0.76946277 0.55450224] [ 0.66815248 0.41702472 0.63829818 0.59454241 0.46456 ] [ 0.77661134 0.38240369 0.38964056 0.24605489 0.3152507 ] [ 0.50724817 0.45896 0.54486315 0.5967307 0.43731379] [ 0.36988885 0.56023288 0.44887446 0.68334429 0.68411314] [ 0.83232098 0.36142568 0.49413489 0.15120668 0.25941992] [ 0.65960242 0.53052109 0.39274061 0.47675705 0.31482142] [ 0.19828997 0.54961633 0.4649632 0.65811164 0.60269969] [ 0.8957939 0.38769261 0.41768448 0.30972668 0.2654594 ] [ 0.36544192 0.52666871 0.49311392 0.8308221 0.52151493] [ 0.4795601 0.44350104 0.48766042 0.51337035 0.46382093] [ 0.67069893 0.47236956 0.46542246 0.26738038 0.29801694] [ 0.61874955 0.46960742 0.58485743 0.61352893 0.33102364] [ 0.6059779 0.55078028 0.41328871 0.36442876 0.54753393] [ 0.79572866 0.40737929 0.39967502 0.17015692 0.25844056] [ 0.6594745 0.42711577 0.51391544 0.33836472 0.65698336] [ 0.23186693 0.5993834 0.40379862 0.88233558 0.39494285] [ 0.54047373 0.38001743 0.47218656 0.58360083 0.37012969] [ 0.76349434 0.36324084 0.67603661 0.49282612 0.34886865] [ 0.50862534 0.37848523 0.56011289 0.32742803 0.61317328] [ 0.90631263 0.25722545 0.57568076 0.08649038 0.38296606] [ 0.32614522 0.57510262 0.53519292 0.61603071 0.62399008] [ 0.41136687 0.56298112 0.45898849 0.79350816 0.48168941] [ 0.62088069 0.59849921 0.53963336 0.52219426 0.36449508] [ 0.74575859 0.36897325 0.48286134 0.40120452 0.3894936 ] [ 0.5657942 0.44710533 0.31615336 0.65313362 0.45748978] [ 0.65259729 0.50622783 0.31386834 0.52214727 0.43374923] [ 0.61190633 0.43115222 0.63587339 0.39823699 0.44375872] Progress: 40.8% ... Training loss: 0.525 ... Validation loss: 0.878[ 0.61373108 0.4922598 0.46847444 0.41580572 0.42004748] [ 0.35531248 0.55027022 0.44299316 0.6951475 0.36031978] [ 0.78101514 0.43783327 0.54451281 0.32117552 0.44793606] [ 0.57512587 0.3715582 0.49386444 0.29147313 0.58140536] [ 0.33032701 0.64136671 0.55983786 0.69317907 0.50852616] [ 0.38584233 0.52250578 0.52653933 0.68544966 0.46217562] [ 0.51728976 0.44252858 0.61114145 0.43478897 0.48669068] [ 0.66183552 0.51995844 0.4298071 0.63793455 0.50461212] [ 0.33719709 0.53902149 0.43841994 0.46235427 0.4972099 ] [ 0.71044973 0.56075009 0.36789255 0.39476468 0.34118861] [ 0.41196859 0.59053215 0.53092111 0.62154697 0.37199649] [ 0.51949327 0.57119536 0.57057244 0.57867993 0.61588481] [ 0.72825815 0.33117709 0.49602869 0.38529515 0.36222617] [ 0.45627631 0.44808764 0.51809768 0.65345436 0.58571459] [ 0.66801846 0.39973305 0.64418269 0.65043238 0.41736935] [ 0.45501993 0.58727213 0.50531833 0.58717922 0.58298863] [ 0.59507654 0.51189955 0.40714813 0.390767 0.3014998 ] [ 0.51620621 0.58425614 0.38476871 0.47941752 0.34777079] [ 0.65990047 0.4859693 0.50538509 0.51725311 0.46679936] [ 0.22726578 0.49251906 0.45416344 0.73719565 0.47268684] [ 0.62353226 0.40443645 0.52071148 0.30570366 0.4696632 ] [ 0.1571608 0.49796235 0.42290601 0.84089981 0.63084356] [ 0.67405963 0.5944184 0.37542329 0.53273155 0.2593666 ] [ 0.70076167 0.67366558 0.27821133 0.7529595 0.3013041 ] [ 0.37783783 0.48416304 0.49339952 0.53909796 0.46839037] [ 0.34098289 0.60101327 0.43369564 0.55821481 0.47860565] [ 0.41360694 0.52067761 0.41212015 0.58328327 0.51702232] [ 0.52447829 0.55562778 0.48651145 0.42961298 0.46232121] [ 0.56906911 0.5555631 0.52699482 0.46332558 0.34459849] [ 0.25378843 0.54936513 0.34113167 0.87795196 0.43371404] [ 0.44246286 0.53735063 0.34640853 0.53132938 0.47779805] [ 0.20203717 0.70263922 0.38649327 0.76397784 0.52431553] [ 0.50004323 0.42810212 0.46445052 0.59117789 0.35307236] [ 0.5156616 0.36413989 0.51421226 0.61147419 0.447996 ] [ 0.63948307 0.47995615 0.43181035 0.49971557 0.39826373] [ 0.86512141 0.36426704 0.63076139 0.15768106 0.38486503] [ 0.79705152 0.46765214 0.42014047 0.3303592 0.45096697] [ 0.31246694 0.51027296 0.49199947 0.53547692 0.6088664 ] [ 0.55678311 0.55732376 0.32709449 0.34852926 0.39464602] [ 0.43375487 0.63501189 0.4712486 0.64725827 0.63467248] [ 0.76631616 0.46168203 0.49358612 0.27405611 0.41073965] [ 0.52795095 0.5890746 0.33466171 0.54184831 0.35571217] [ 0.81663105 0.46682462 0.54325633 0.27161264 0.35236919] [ 0.28766341 0.50850124 0.55461756 0.84017746 0.65176837] [ 0.81487306 0.29236593 0.59025636 0.30888053 0.45760089] [ 0.72332357 0.42572766 0.57535267 0.38902613 0.42445321] [ 0.58728402 0.52320818 0.51928354 0.57867714 0.35958919] [ 0.52039264 0.42117636 0.42108077 0.62256992 0.35077382] [ 0.36043217 0.54470325 0.61539697 0.42185579 0.6027 ] [ 0.66484381 0.54324221 0.51700361 0.46559299 0.52605387] [ 0.39179677 0.71994286 0.31774932 0.72409209 0.5599543 ] [ 0.81689458 0.37672233 0.57814176 0.14785765 0.40369901] [ 0.77060499 0.43113709 0.37761898 0.40075931 0.43846915] [ 0.80103702 0.33130823 0.57987757 0.17539799 0.45071768] [ 0.62184725 0.59832871 0.36662163 0.54793572 0.37278862] [ 0.18750112 0.62987538 0.48341984 0.89277614 0.40474797] [ 0.35173198 0.71373942 0.23218602 0.8427205 0.47613675] [ 0.85026389 0.41935775 0.47849757 0.27687402 0.38539381] [ 0.33032701 0.64136671 0.55983786 0.69317907 0.50852616] [ 0.84811945 0.34806062 0.64025402 0.32312006 0.37732653] [ 0.72723215 0.59694201 0.44878567 0.5774164 0.45618305] [ 0.70504703 0.56618501 0.35198508 0.44772603 0.29664135] [ 0.67072449 0.67634576 0.33818028 0.60827203 0.49568184] [ 0.53574989 0.50724485 0.39962029 0.4338904 0.54376297] [ 0.65907467 0.53097221 0.39253815 0.4769141 0.31499152] [ 0.4169987 0.48501019 0.51225686 0.6979029 0.35226897] [ 0.53995488 0.53782895 0.36569812 0.41662083 0.43481772] [ 0.56370416 0.65257722 0.2842581 0.44159679 0.35389531] [ 0.61710051 0.49032161 0.70047781 0.4684478 0.4716781 ] [ 0.21126839 0.54156741 0.36822493 0.7889451 0.55808826] [ 0.41450746 0.47291395 0.47925131 0.82154331 0.59428884] [ 0.15188694 0.61329669 0.42515754 0.87676577 0.44770742] [ 0.42738976 0.50826408 0.55079116 0.52125899 0.55194773] [ 0.30268125 0.49963609 0.54206215 0.72707234 0.57508773] [ 0.79079656 0.50956155 0.57561277 0.18007216 0.41095728] [ 0.46755635 0.55843496 0.43424617 0.68448619 0.37372861] [ 0.26835572 0.50326508 0.35841329 0.84937133 0.52824304] [ 0.60710343 0.4650298 0.42411691 0.68745332 0.31449628] [ 0.47442118 0.62150752 0.24993161 0.7169758 0.51401013] [ 0.69193373 0.49723327 0.44077178 0.46905743 0.43698878] [ 0.77834636 0.54825339 0.4597287 0.32152487 0.40618538] [ 0.59553367 0.57442156 0.42747828 0.64059283 0.46774301] [ 0.16198412 0.67471846 0.42363491 0.81761039 0.60252428] [ 0.60976415 0.54275861 0.46751882 0.42437313 0.58293134] [ 0.54394099 0.62786342 0.36406854 0.72248923 0.37357363] [ 0.75209346 0.49415883 0.46853887 0.23682895 0.27211354] [ 0.56272609 0.64677006 0.48534458 0.49254965 0.3757301 ] [ 0.34607367 0.60188685 0.384671 0.56755735 0.45315919] [ 0.44199092 0.58767631 0.44949954 0.58716221 0.47232095] [ 0.3853944 0.54158514 0.39606349 0.66609123 0.4492574 ] [ 0.74276679 0.52296166 0.53118683 0.28423537 0.35080532] [ 0.33379375 0.51703514 0.51502706 0.82114537 0.52329248] [ 0.57385725 0.42194662 0.46401889 0.38080744 0.46260576] [ 0.14712957 0.68863926 0.45124446 0.83046285 0.63531434] [ 0.67632385 0.39035828 0.61520406 0.30102936 0.41504657] [ 0.41672385 0.46569881 0.57912695 0.6797183 0.58679783] [ 0.70912784 0.48795126 0.40948676 0.27251992 0.38742403] [ 0.56999221 0.42837404 0.58358764 0.62801424 0.36679087] [ 0.67949781 0.43478316 0.57165281 0.43656718 0.36289029] [ 0.25498909 0.63995611 0.48272437 0.65815506 0.47640376] [ 0.30367082 0.52955607 0.56689528 0.74387037 0.53499133] [ 0.42967834 0.4728984 0.51018718 0.69264674 0.51560731] [ 0.25566143 0.58917386 0.34299762 0.82801804 0.5337193 ] [ 0.51058689 0.50647203 0.5133985 0.48285711 0.47102533] [ 0.55857268 0.49584182 0.49637336 0.7624058 0.40300647] [ 0.2071956 0.61735443 0.35783262 0.68345444 0.55747149] [ 0.82302428 0.4586842 0.60111074 0.21610971 0.44221098] [ 0.67409759 0.4758546 0.64581588 0.62087593 0.45008429] [ 0.3872947 0.47846329 0.52633794 0.51405259 0.57939737] [ 0.4001061 0.5568566 0.34011566 0.6809617 0.42508646] [ 0.84717161 0.28463186 0.59478785 0.14493056 0.45117882] [ 0.89158823 0.36224619 0.53166765 0.26872626 0.38254369] [ 0.33859945 0.51718984 0.50714601 0.73954347 0.55573768] [ 0.19388548 0.69153755 0.33662855 0.85511147 0.37645978] [ 0.71086877 0.51201635 0.57986899 0.56864261 0.41606162] [ 0.56019997 0.51238928 0.41191764 0.42602785 0.47578683] [ 0.83487511 0.31908216 0.46512428 0.16569012 0.32847232] [ 0.45314908 0.51857112 0.61248792 0.40301537 0.40693762] [ 0.58731978 0.33643793 0.75261416 0.52207648 0.43272807] [ 0.36406458 0.53796022 0.31347745 0.50644837 0.4209684 ] [ 0.60731982 0.45190428 0.41114856 0.41285822 0.36209121] [ 0.5883734 0.44612644 0.62236254 0.54276561 0.44298855] [ 0.79824794 0.46466108 0.47298175 0.3039851 0.4365691 ] [ 0.19388548 0.69153755 0.33662855 0.85511147 0.37645978] [ 0.64673117 0.52254997 0.43639442 0.35518481 0.42618281] [ 0.67182984 0.52454055 0.43517885 0.54592876 0.40595563] [ 0.46816855 0.49048534 0.51475873 0.45884454 0.4794729 ] [ 0.17271749 0.63998662 0.4578172 0.87118123 0.44984333] Progress: 40.8% ... Training loss: 0.524 ... Validation loss: 0.873[ 0.62797948 0.37134164 0.61193806 0.60971863 0.37942611] [ 0.81321302 0.37718205 0.52483108 0.21246223 0.40186972] [ 0.33120335 0.55206678 0.50588476 0.69355885 0.47166758] [ 0.52899406 0.65973136 0.34019557 0.54188947 0.55148155] [ 0.39785246 0.61840615 0.55704037 0.51817682 0.34219718] [ 0.38481377 0.42406548 0.4794679 0.77902027 0.46464655] [ 0.50720859 0.65022046 0.55245322 0.55883588 0.48009006] [ 0.50388711 0.43210498 0.46186422 0.61275094 0.47633719] [ 0.25435396 0.49592445 0.45855741 0.80682587 0.46472843] [ 0.78054905 0.5556144 0.51684509 0.44691272 0.45537638] [ 0.61131858 0.61671593 0.61756955 0.45478531 0.41619743] [ 0.39218993 0.52047347 0.49553212 0.79608003 0.52160104] [ 0.75406339 0.50494917 0.44097074 0.24357784 0.49608175] [ 0.53912793 0.5225537 0.45503791 0.602069 0.46258724] [ 0.60898601 0.46039009 0.52106562 0.30273584 0.39592035] [ 0.73579918 0.33836826 0.57424699 0.40435382 0.43361009] [ 0.64079357 0.44122555 0.50587151 0.40352828 0.38904638] [ 0.74570099 0.38488982 0.58945857 0.51866391 0.41616272] [ 0.53328077 0.60475446 0.42163545 0.51303397 0.60928048] [ 0.71656058 0.45107428 0.3492362 0.41824524 0.40331235] [ 0.39983667 0.55141148 0.5082529 0.77724555 0.39539574] [ 0.31185486 0.5782947 0.44808893 0.67497128 0.64561014] [ 0.55108298 0.46808539 0.3685014 0.42559246 0.43643937] [ 0.65626947 0.6794884 0.35669282 0.46311788 0.34944128] [ 0.3983526 0.59925991 0.36115073 0.74658506 0.59176951] [ 0.15817338 0.71544196 0.28435223 0.80563122 0.591139 ] [ 0.52572152 0.54646688 0.33428109 0.63270708 0.47218757] [ 0.62819821 0.45404306 0.58370049 0.5515324 0.49963404] [ 0.34666691 0.72461331 0.25073632 0.75128751 0.50172847] [ 0.73040167 0.45748549 0.40849648 0.25739123 0.3082368 ] [ 0.7747464 0.4692675 0.54144659 0.36939733 0.28530498] [ 0.46333157 0.59801464 0.37900233 0.66476938 0.44792374] [ 0.3589287 0.60005609 0.53322065 0.81348095 0.50146517] [ 0.17481482 0.75036754 0.36717575 0.81024371 0.62461787] [ 0.50446704 0.63031148 0.60616035 0.59151383 0.46567377] [ 0.35415041 0.67455781 0.39957808 0.61361564 0.58292004] [ 0.18446851 0.61757018 0.40251734 0.88523817 0.43681839] [ 0.49429881 0.64746375 0.37058234 0.71482427 0.57612306] [ 0.37792753 0.55400608 0.50665714 0.71203432 0.63049909] [ 0.63855989 0.42149967 0.61236842 0.45054158 0.45862152] [ 0.82185543 0.34101207 0.56151655 0.23600895 0.42042965] [ 0.66714037 0.46985193 0.33834556 0.28012887 0.30295257] [ 0.51659206 0.46536138 0.54140111 0.72671048 0.50426708] [ 0.72008216 0.39030394 0.63068582 0.58514146 0.40868307] [ 0.75517732 0.42294075 0.649355 0.17455483 0.49641903] [ 0.61536399 0.51934026 0.61680009 0.52014285 0.45240152] [ 0.82474175 0.3451329 0.56823025 0.21980823 0.41613081] [ 0.78524365 0.4026542 0.57099378 0.36660826 0.42185575] [ 0.50307025 0.66033563 0.35246369 0.49744276 0.35708261] [ 0.64953968 0.55488095 0.38052656 0.34614059 0.35937046] [ 0.65945017 0.41823785 0.40008785 0.55905584 0.40673162] [ 0.46872326 0.54821234 0.4837963 0.54143031 0.40843391] [ 0.60181178 0.60466459 0.48331302 0.50383 0.37505913] [ 0.75918054 0.49597999 0.28233639 0.49717209 0.35036206] [ 0.36417782 0.61465005 0.42800955 0.77994913 0.57096638] [ 0.64929988 0.34122116 0.51849142 0.47522556 0.42868893] [ 0.74754608 0.50146763 0.48940287 0.25642371 0.42119512] [ 0.15416425 0.60309122 0.43208496 0.72929524 0.55918123] [ 0.37240063 0.49015482 0.52223557 0.52124739 0.60246238] [ 0.6907538 0.3420561 0.69737121 0.46772875 0.46683557] [ 0.2338631 0.62804151 0.51244779 0.84621519 0.36571931] [ 0.45264223 0.5106362 0.45676309 0.69435056 0.35017415] [ 0.80297797 0.52160505 0.44427987 0.33431953 0.32059211] [ 0.55124091 0.45220354 0.30316544 0.54296555 0.48423071] [ 0.30216986 0.55354858 0.44753957 0.8147513 0.50490842] [ 0.28791135 0.50664295 0.43592401 0.82384101 0.58214563] [ 0.70544893 0.47468276 0.42402389 0.32215499 0.36118819] [ 0.46751896 0.50288477 0.44466865 0.66484455 0.59171963] [ 0.20280794 0.46988018 0.37107089 0.83703339 0.50024551] [ 0.59281657 0.45707788 0.58350997 0.31886503 0.54815773] [ 0.6208865 0.39816453 0.59376765 0.36148905 0.51496326] [ 0.77349157 0.44399167 0.4295992 0.35924952 0.43680504] [ 0.71762504 0.42045973 0.30813183 0.35142261 0.33437067] [ 0.84217789 0.47630134 0.3431662 0.40445829 0.30806103] [ 0.76027463 0.49614085 0.54506025 0.40269019 0.40320928] [ 0.1625229 0.64592228 0.4188046 0.66456272 0.71040172] [ 0.59848623 0.42397762 0.61861263 0.30673141 0.54646957] [ 0.40824861 0.58900358 0.52139766 0.56433627 0.46019867] [ 0.26549904 0.47295291 0.3400816 0.82968694 0.48015616] [ 0.16149044 0.69259692 0.39969074 0.79275096 0.5439374 ] [ 0.55119629 0.49260636 0.36063197 0.38139554 0.39689182] [ 0.32984777 0.56876355 0.57489866 0.7546998 0.59514281] [ 0.60003794 0.38328779 0.39145672 0.39379655 0.42769788] [ 0.73337519 0.41703529 0.48306634 0.61158111 0.44064985] [ 0.66517353 0.63628731 0.45129903 0.60329818 0.33691102] [ 0.3247948 0.64975984 0.42312695 0.9003483 0.46976769] [ 0.34200893 0.61576405 0.42192136 0.80697096 0.43361037] [ 0.65845134 0.36544068 0.66603162 0.41180752 0.45471953] [ 0.71592435 0.54614688 0.51403737 0.4196658 0.39735401] [ 0.67926868 0.55941708 0.4806619 0.4408137 0.35964213] [ 0.35222347 0.4079712 0.49917918 0.74852691 0.48776084] [ 0.68943827 0.3519721 0.71873679 0.23212829 0.55528902] [ 0.76381617 0.41432425 0.59408156 0.33114868 0.42246661] [ 0.16274075 0.6307792 0.4350315 0.8615104 0.41181239] [ 0.46556769 0.42925192 0.44142024 0.79890557 0.40768273] [ 0.51733022 0.41644736 0.51480412 0.44660575 0.47110227] [ 0.70682931 0.43860908 0.38316782 0.28149236 0.33806308] [ 0.23189755 0.49992623 0.4603343 0.86354614 0.54145128] [ 0.59572136 0.5035687 0.58392508 0.28935721 0.55010342] [ 0.52666721 0.51107125 0.56076565 0.34374302 0.65733799] [ 0.78192039 0.2652268 0.56420214 0.29880761 0.4129559 ] [ 0.35017067 0.4382838 0.60573938 0.78141033 0.57349957] [ 0.89481612 0.28884207 0.60593413 0.13527208 0.32662164] [ 0.21018299 0.55916435 0.4149546 0.78637019 0.52001423] [ 0.38470515 0.60083086 0.34970428 0.60580239 0.5023189 ] [ 0.67746511 0.36837174 0.64530795 0.40291917 0.36868847] [ 0.51322587 0.55901966 0.47134955 0.5681431 0.46504969] [ 0.61410727 0.33790216 0.39651656 0.64031268 0.33177851] [ 0.59601188 0.55034937 0.60847688 0.53260253 0.47855335] [ 0.37116618 0.55475346 0.43007238 0.77179057 0.44734147] [ 0.64637185 0.41283137 0.54872493 0.37104111 0.49849371] [ 0.59804578 0.5351277 0.42549363 0.62693551 0.48890677] [ 0.62209047 0.31874599 0.38849914 0.42177415 0.43534055] [ 0.32939546 0.51861578 0.48384086 0.77611329 0.47464648] [ 0.71869529 0.43966776 0.56096056 0.23701638 0.4434414 ] [ 0.61781412 0.26675663 0.44405597 0.31866571 0.4771954 ] [ 0.16219599 0.65765358 0.42231081 0.86842894 0.52541869] [ 0.17733008 0.60261208 0.36040845 0.84190915 0.48757677] [ 0.81431385 0.4333241 0.42770421 0.19908424 0.31581583] [ 0.79875228 0.4577899 0.50588767 0.28617141 0.46199913] [ 0.82104599 0.42787219 0.5758991 0.2012661 0.45173754] [ 0.24011735 0.54329045 0.47188981 0.83393165 0.43365715] [ 0.58097378 0.47745478 0.40153545 0.21729131 0.42023779] [ 0.3455951 0.61346989 0.36791718 0.8173923 0.57276525] [ 0.57841803 0.40626467 0.42106359 0.73532495 0.35820163] [ 0.62225899 0.58824642 0.48361119 0.65240691 0.34092545] [ 0.40182189 0.66129625 0.43866446 0.76615917 0.52933529] [ 0.81877006 0.40170536 0.58433693 0.21526588 0.43075037] Progress: 40.9% ... Training loss: 0.524 ... Validation loss: 0.875[ 0.54708977 0.49962747 0.52673045 0.73942267 0.53022446] [ 0.74850726 0.42918275 0.62473151 0.36396778 0.42455053] [ 0.749186 0.35884127 0.59117834 0.61133309 0.40438805] [ 0.67964832 0.32399738 0.55402795 0.45763734 0.36302094] [ 0.68760917 0.43486665 0.37163153 0.35393192 0.29017057] [ 0.1982744 0.67486235 0.55482643 0.85666068 0.68746862] [ 0.41196555 0.52371337 0.37425339 0.46619965 0.37972878] [ 0.25038001 0.57933808 0.48619182 0.77473492 0.54208132] [ 0.49227943 0.51714058 0.60685748 0.71727291 0.58952869] [ 0.604559 0.52982483 0.42263309 0.46575866 0.39737819] [ 0.77428665 0.46305481 0.53983931 0.17560549 0.381252 ] [ 0.23067565 0.67279682 0.33603859 0.69579357 0.47478241] [ 0.75743327 0.48010896 0.48126001 0.22026814 0.42380458] [ 0.78349757 0.36130441 0.53312496 0.24987472 0.47819427] [ 0.14716391 0.68902482 0.45101275 0.83054111 0.63548852] [ 0.83423452 0.35462178 0.48333285 0.16114795 0.35238241] [ 0.63508934 0.33125858 0.52957104 0.50152101 0.43668063] [ 0.2272537 0.73693391 0.34314772 0.8171211 0.60339389] [ 0.8005545 0.38395542 0.46179189 0.26330834 0.26708586] [ 0.19087008 0.71671379 0.35589658 0.7401731 0.51156963] [ 0.78594832 0.44696306 0.41475238 0.23683545 0.36722213] [ 0.7877658 0.55209957 0.31216985 0.58273303 0.35423093] [ 0.84696136 0.37517779 0.61901625 0.18438838 0.38462702] [ 0.4093475 0.61967739 0.46560147 0.6757352 0.63211259] [ 0.70182613 0.46867091 0.38440618 0.70261144 0.41569824] [ 0.52399014 0.44348804 0.48698299 0.58720854 0.63399589] [ 0.55970605 0.46529571 0.43540072 0.4977934 0.39600052] [ 0.3780493 0.51820331 0.44099732 0.820835 0.49638065] [ 0.56010586 0.49035307 0.62707367 0.4681041 0.4909993 ] [ 0.83692524 0.29743443 0.5600506 0.17242281 0.39212633] [ 0.69805113 0.42561302 0.61030185 0.23704559 0.38154796] [ 0.36833185 0.5517393 0.52622817 0.59072275 0.60317967] [ 0.57332644 0.58234342 0.46169802 0.5423858 0.55568169] [ 0.64450178 0.39723121 0.59539162 0.30441252 0.5736114 ] [ 0.78961229 0.38503844 0.5120277 0.25008745 0.3903418 ] [ 0.63108944 0.56645857 0.30652285 0.42198912 0.40960317] [ 0.60429182 0.38400543 0.56809007 0.26749616 0.43129298] [ 0.76120389 0.37062678 0.48965537 0.20501854 0.39516276] [ 0.18845899 0.54066382 0.54271076 0.87737723 0.66938474] [ 0.70922072 0.37088715 0.67664806 0.3034382 0.3833052 ] [ 0.44662709 0.63581499 0.4648278 0.74020473 0.43323579] [ 0.2480899 0.59763362 0.53899923 0.86698498 0.58878943] [ 0.44562673 0.51772714 0.43645632 0.86438415 0.44402239] [ 0.50053006 0.6060996 0.3162445 0.6096442 0.5129304 ] [ 0.23651407 0.61164515 0.41744394 0.8312927 0.46684235] [ 0.87078688 0.40492233 0.42888201 0.21230729 0.41391412] [ 0.48840825 0.42545338 0.48680446 0.67517513 0.38178504] [ 0.70330241 0.49821875 0.45333055 0.36476407 0.47797176] [ 0.52803987 0.54241744 0.57342978 0.37942567 0.49820932] [ 0.42141604 0.65632703 0.52049251 0.62412938 0.45043526] [ 0.39463631 0.53215695 0.49316535 0.54343634 0.45803717] [ 0.74574356 0.51734225 0.57123107 0.38616689 0.4395641 ] [ 0.67753308 0.49995721 0.48005902 0.25923779 0.41601184] [ 0.65298779 0.5649498 0.53260537 0.59282481 0.32719222] [ 0.79446197 0.41007823 0.58748472 0.28368296 0.46437217] [ 0.27073141 0.47190587 0.65688015 0.65159791 0.52736409] [ 0.80932212 0.36027224 0.65123957 0.19176201 0.49842281] [ 0.82558105 0.36324943 0.41577779 0.13787868 0.29490263] [ 0.73207911 0.44938402 0.59582773 0.47161987 0.43206812] [ 0.33900427 0.45156867 0.45205653 0.86974111 0.56766449] [ 0.41973168 0.55065971 0.43002657 0.4602429 0.30902146] [ 0.82545468 0.21636768 0.57198057 0.30810115 0.41584935] [ 0.65353502 0.47372153 0.54763893 0.41698157 0.52391089] [ 0.59871789 0.51324961 0.52122585 0.66077999 0.48638052] [ 0.67841105 0.37510527 0.47118127 0.39389931 0.43914861] [ 0.29090934 0.52990877 0.52795302 0.86404019 0.5091623 ] [ 0.36478776 0.54308574 0.54430606 0.81077296 0.47449044] [ 0.67082408 0.48163976 0.67382833 0.36362423 0.49517739] [ 0.3372878 0.62278079 0.53945789 0.90840153 0.57905788] [ 0.4623831 0.47040147 0.41767035 0.57782922 0.34634627] [ 0.53605664 0.55142667 0.57838529 0.75895599 0.52854374] [ 0.58732272 0.69433154 0.39087804 0.60929847 0.39885515] [ 0.88865965 0.39064011 0.57610336 0.19601767 0.29182341] [ 0.33557999 0.52947401 0.37844511 0.70249379 0.33958343] [ 0.55179085 0.42601719 0.45570376 0.35775296 0.4593225 ] [ 0.71003275 0.48672197 0.56344076 0.34288242 0.39623091] [ 0.4230135 0.65652638 0.40275926 0.58285439 0.51054403] [ 0.79658987 0.40676788 0.42028482 0.23840361 0.27176844] [ 0.82879261 0.44392349 0.50710341 0.35161915 0.42674385] [ 0.62171119 0.63444394 0.35987075 0.43919351 0.43169738] [ 0.46029532 0.4047606 0.48387937 0.63497879 0.60219494] [ 0.68879326 0.45473849 0.44090248 0.41020178 0.58873153] [ 0.55877686 0.53544872 0.44035102 0.64107793 0.3968471 ] [ 0.43524309 0.51312618 0.46701603 0.45401641 0.43653312] [ 0.76593568 0.40478295 0.55047569 0.35834876 0.36011223] [ 0.74810002 0.36852737 0.42937924 0.24076 0.40949243] [ 0.37956256 0.62556221 0.55961403 0.58918906 0.39646201] [ 0.47278256 0.53552972 0.56484879 0.43932695 0.53820597] [ 0.18951185 0.56303059 0.5291178 0.61906618 0.57291737] [ 0.56419278 0.41735807 0.52285713 0.33993292 0.5700213 ] [ 0.82319262 0.32785102 0.61902435 0.31623721 0.36667568] [ 0.8524705 0.41312028 0.49474561 0.35915171 0.4143642 ] [ 0.36621565 0.56222688 0.52439955 0.63121498 0.59590358] [ 0.80837545 0.41375111 0.55254486 0.23212675 0.35812157] [ 0.3662707 0.57376489 0.36242393 0.68087793 0.45271878] [ 0.45434468 0.4976028 0.40731515 0.394663 0.48130362] [ 0.67285291 0.43848253 0.43768006 0.39366075 0.44340676] [ 0.34266903 0.59486429 0.50645663 0.8555453 0.6138257 ] [ 0.64217868 0.40696897 0.45218996 0.49390724 0.53672792] [ 0.35637555 0.51032715 0.52520535 0.70066638 0.40899633] [ 0.40913044 0.56273971 0.45401778 0.6952915 0.46523972] [ 0.44588686 0.57844056 0.48087232 0.41335367 0.3999573 ] [ 0.47720992 0.49047875 0.51903369 0.64891986 0.62315586] [ 0.53342098 0.46855862 0.54329968 0.55194275 0.483063 ] [ 0.70983442 0.57115801 0.59611069 0.33077246 0.48641362] [ 0.28454241 0.47032629 0.56210267 0.6950411 0.4341575 ] [ 0.72862851 0.49809519 0.48764334 0.27607658 0.39399284] [ 0.29623601 0.58966666 0.50314971 0.55722061 0.42720913] [ 0.61209971 0.50405228 0.44588391 0.48395475 0.55109933] [ 0.84037499 0.31550626 0.57900941 0.16208354 0.4464925 ] [ 0.59693286 0.4726889 0.63907049 0.57366811 0.37849403] [ 0.58657349 0.52956 0.49564734 0.57484602 0.37154103] [ 0.51248532 0.62345121 0.2787881 0.59203941 0.46401731] [ 0.15760575 0.64778826 0.39947574 0.79522034 0.53602559] [ 0.33285722 0.49894072 0.57796438 0.67114904 0.63846206] [ 0.72389 0.41818638 0.55678931 0.38634342 0.42748605] [ 0.5155636 0.50714485 0.47511086 0.56624618 0.52887581] [ 0.58525136 0.62899058 0.31884318 0.67912406 0.34303876] [ 0.57110265 0.4354902 0.68098626 0.47762289 0.48528207] [ 0.7019011 0.51522293 0.38462888 0.48089037 0.33432625] [ 0.33986893 0.57704868 0.54947214 0.67210673 0.6477357 ] [ 0.72166289 0.35774962 0.56240274 0.49814825 0.39077395] [ 0.8005545 0.38395542 0.46179189 0.26330834 0.26708586] [ 0.80024269 0.42794341 0.48547356 0.33431827 0.44439746] [ 0.69538477 0.24219425 0.47721 0.25414639 0.42756622] [ 0.79867357 0.49143447 0.56615244 0.13250837 0.49162595] [ 0.52267595 0.54902992 0.43798847 0.63487512 0.51759556] [ 0.80189019 0.47307679 0.49683605 0.46589875 0.38080143] Progress: 40.9% ... Training loss: 0.523 ... Validation loss: 0.871[ 0.43018901 0.51483837 0.62516049 0.64065466 0.44707143] [ 0.62241346 0.58815792 0.4836302 0.65235476 0.34089232] [ 0.37169101 0.40999222 0.56039952 0.52044117 0.58898378] [ 0.81607752 0.3578949 0.66762694 0.17299183 0.36913626] [ 0.58253895 0.57991961 0.38555789 0.49568599 0.38565481] [ 0.25142163 0.69854181 0.41382289 0.86018927 0.51576483] [ 0.71599047 0.44434692 0.54307491 0.58329985 0.37612441] [ 0.61568861 0.35773751 0.49384272 0.23657338 0.42685716] [ 0.83657044 0.48619416 0.48242115 0.28345464 0.38289571] [ 0.63113251 0.53020548 0.51963971 0.65844809 0.47086205] [ 0.51823201 0.48360682 0.44441419 0.57037531 0.54194262] [ 0.42400607 0.54545011 0.46909948 0.69411301 0.41040748] [ 0.18428691 0.59924239 0.44435995 0.76128896 0.61497213] [ 0.44921192 0.68989426 0.43654188 0.64319149 0.51448291] [ 0.31847983 0.67699087 0.48349786 0.76372439 0.53323753] [ 0.73092213 0.55919622 0.50326556 0.36359414 0.41938303] [ 0.26280897 0.68598308 0.33352912 0.84988595 0.54031305] [ 0.63275688 0.46360797 0.50308469 0.33731316 0.40344561] [ 0.5277525 0.47864516 0.53719868 0.47380153 0.57870312] [ 0.42899208 0.62281704 0.52046213 0.50437846 0.34489507] [ 0.29266045 0.71419922 0.294839 0.84403434 0.48900341] [ 0.56451074 0.41364416 0.57559982 0.37735101 0.52385367] [ 0.25774254 0.55930168 0.41546011 0.75277776 0.43612778] [ 0.81935733 0.39891444 0.597525 0.19152626 0.36775317] [ 0.60398588 0.36917102 0.53536607 0.60397328 0.39162445] [ 0.56434505 0.55777197 0.52604851 0.46604479 0.34532338] [ 0.75139314 0.54234968 0.49764942 0.34914376 0.32724874] [ 0.43205462 0.54080809 0.45790528 0.48008923 0.53050844] [ 0.64145353 0.4443406 0.42729006 0.51942263 0.57018447] [ 0.19066872 0.61814003 0.462815 0.70171533 0.48559799] [ 0.60697241 0.46273387 0.43670116 0.58435272 0.51155549] [ 0.5577873 0.48809268 0.29930068 0.48772795 0.48624832] [ 0.84475882 0.35596653 0.58880518 0.17724633 0.45340082] [ 0.52954621 0.57710985 0.45423849 0.64458799 0.39948537] [ 0.52042361 0.38803667 0.44382119 0.41362425 0.43979388] [ 0.61743763 0.39896877 0.3509948 0.45392014 0.4878898 ] [ 0.77481926 0.46602815 0.55090089 0.21589268 0.32049719] [ 0.63667393 0.38160766 0.4767855 0.47642902 0.44190559] [ 0.21805642 0.52842697 0.49259929 0.80352278 0.49324496] [ 0.84728317 0.39957744 0.41441039 0.33426322 0.29636705] [ 0.73924283 0.40306339 0.57533248 0.44371604 0.43186299] [ 0.70723517 0.38676991 0.63076724 0.250687 0.45010728] [ 0.38427948 0.42445407 0.47928872 0.77963508 0.46478386] [ 0.70154756 0.3639533 0.71386859 0.24045874 0.48194892] [ 0.72523238 0.39290771 0.45535662 0.63241237 0.42046992] [ 0.59470004 0.36850644 0.58001197 0.60236037 0.4304266 ] [ 0.56192526 0.54658981 0.56117422 0.60524742 0.51690135] [ 0.34975396 0.55187781 0.5385115 0.64346515 0.50354293] [ 0.65928039 0.6137649 0.3803553 0.44251266 0.39706236] [ 0.5079945 0.4646508 0.50726874 0.40819937 0.58796103] [ 0.43845105 0.46873405 0.46495241 0.50924717 0.44622161] [ 0.74624907 0.525539 0.5210334 0.30138603 0.46692948] [ 0.36127629 0.60096251 0.5489962 0.73157728 0.50641634] [ 0.52065881 0.38371402 0.59060281 0.57752574 0.58596894] [ 0.75425439 0.30587091 0.37766286 0.37382002 0.34838681] [ 0.24175649 0.49896913 0.42577369 0.81876604 0.63464474] [ 0.21119452 0.54201325 0.36802197 0.78910969 0.55827107] [ 0.74679366 0.31114111 0.4765391 0.30232719 0.45649049] [ 0.19752224 0.4624417 0.42509179 0.82691157 0.64867033] [ 0.63300144 0.46629176 0.56108525 0.26532599 0.52184543] [ 0.67134805 0.49189297 0.67550688 0.4597692 0.43732755] [ 0.63843709 0.47464523 0.41274599 0.41139402 0.42089536] [ 0.50515075 0.48171502 0.44356234 0.65906642 0.51763843] [ 0.40754152 0.62551704 0.45429478 0.78386705 0.59354762] [ 0.33651721 0.52788135 0.45573977 0.64901721 0.37246688] [ 0.51958741 0.44681382 0.41689379 0.45820021 0.50047106] [ 0.59932069 0.38958537 0.42732404 0.51077585 0.36287455] [ 0.68800638 0.44623199 0.51872655 0.27217556 0.38283027] [ 0.63473091 0.34142108 0.58602325 0.60672694 0.44595667] [ 0.54912668 0.48832394 0.36932024 0.56841128 0.52532079] [ 0.15014641 0.63224276 0.33883285 0.78096486 0.52075974] [ 0.3345263 0.59859535 0.35716286 0.62690359 0.45068202] [ 0.4221243 0.5500817 0.40402885 0.55617473 0.56918055] [ 0.76972956 0.51621772 0.52549002 0.37532825 0.40576598] [ 0.65687507 0.37442038 0.55444288 0.27805886 0.41962848] [ 0.40820371 0.64130364 0.46950594 0.65526281 0.42765679] [ 0.50650384 0.49697331 0.52516664 0.49521659 0.60331075] [ 0.53594843 0.44975782 0.48310109 0.49662902 0.60158602] [ 0.76416547 0.38584176 0.47674281 0.28118429 0.38605282] [ 0.51607363 0.41498751 0.46738132 0.39744456 0.43957268] [ 0.53756849 0.45734837 0.46237603 0.53110705 0.43647882] [ 0.61089452 0.44364723 0.40106755 0.442163 0.34674682] [ 0.77478007 0.36971267 0.57059335 0.27143295 0.39467157] [ 0.73335357 0.40307466 0.47039672 0.34141203 0.42303587] [ 0.65213402 0.40811444 0.59389256 0.29184475 0.54913438] [ 0.22886572 0.57712065 0.51090448 0.78471936 0.40021021] [ 0.53221895 0.47453424 0.47321651 0.50480125 0.59012905] [ 0.39880393 0.5405975 0.56086159 0.78902435 0.59823535] [ 0.46743729 0.38209122 0.57206262 0.67743593 0.55372927] [ 0.35104816 0.54554088 0.48574883 0.76466304 0.48937046] [ 0.40649563 0.61643268 0.44639637 0.60547287 0.46482266] [ 0.52414421 0.47110423 0.36192131 0.66199975 0.51824949] [ 0.67524678 0.42232716 0.40933238 0.35554517 0.54356266] [ 0.67970192 0.47535511 0.3915651 0.36731137 0.39924422] [ 0.15191531 0.61944736 0.3923865 0.90438804 0.56540218] [ 0.60110755 0.37372592 0.42337987 0.49330395 0.42441043] [ 0.62972099 0.57946053 0.50708882 0.56646037 0.391264 ] [ 0.29062487 0.51053858 0.43990137 0.70701489 0.50928383] [ 0.69075347 0.55809333 0.51014474 0.31500835 0.50192914] [ 0.48689042 0.58312985 0.46089002 0.66213617 0.62346128] [ 0.44789963 0.59008874 0.41129887 0.5265995 0.45853675] [ 0.89537349 0.30526455 0.59979901 0.22041952 0.38200454] [ 0.10054619 0.56991316 0.50160938 0.87062169 0.60935145] [ 0.3965427 0.54902696 0.36423936 0.65809501 0.59270228] [ 0.53068109 0.6071728 0.4696767 0.56340918 0.42260438] [ 0.68307584 0.58602835 0.42903242 0.48265158 0.4465513 ] [ 0.41946687 0.39839748 0.58919083 0.7807337 0.51604357] [ 0.28233523 0.57250498 0.5003293 0.7701019 0.63782955] [ 0.3293376 0.48198393 0.54264426 0.81034923 0.53949466] [ 0.36516355 0.5366327 0.57399176 0.73795933 0.40947989] [ 0.5917102 0.45039802 0.55918516 0.60532754 0.31527377] [ 0.60692531 0.44207137 0.44350979 0.42088991 0.34001157] [ 0.64593496 0.35968221 0.6471801 0.61903946 0.41706574] [ 0.64446883 0.58520826 0.49605014 0.53178314 0.3390008 ] [ 0.32347669 0.47011583 0.38265375 0.71748963 0.55009792] [ 0.1273612 0.54471899 0.49464524 0.87222812 0.66802253] [ 0.3543632 0.70595575 0.38582453 0.74575158 0.52804811] [ 0.74086891 0.41994009 0.51747833 0.34585843 0.301398 ] [ 0.25966843 0.54169915 0.56557656 0.89050536 0.56836624] [ 0.84103921 0.43107548 0.45190311 0.32911686 0.35504153] [ 0.41988528 0.68158924 0.39610128 0.68431223 0.5495096 ] [ 0.63475896 0.63337233 0.29457014 0.47759084 0.32808164] [ 0.56208948 0.50236783 0.63091088 0.40687016 0.45614715] [ 0.36392516 0.5772021 0.50381658 0.42763892 0.5808054 ] [ 0.46947172 0.5580623 0.43434275 0.68392994 0.37363387] [ 0.56096528 0.55779263 0.39093222 0.51516757 0.49673951] [ 0.19718806 0.64976977 0.47215902 0.76325262 0.4736021 ] [ 0.20360608 0.52070471 0.50751373 0.76542719 0.58749785] Progress: 41.0% ... Training loss: 0.523 ... Validation loss: 0.868[ 0.41952667 0.62203653 0.45309699 0.71632509 0.3521054 ] [ 0.74392792 0.43199358 0.50045546 0.37637907 0.42519757] [ 0.58022223 0.40480714 0.55123675 0.50235246 0.48820134] [ 0.29725303 0.56958782 0.39045492 0.73950152 0.58477472] [ 0.23788148 0.73849613 0.4157435 0.79828291 0.45410088] [ 0.49603363 0.48971927 0.62299156 0.74940378 0.48320478] [ 0.1799201 0.72842085 0.41288523 0.78471211 0.42389814] [ 0.61507849 0.40659149 0.5207782 0.5729003 0.31161048] [ 0.68595374 0.47219593 0.48678167 0.27164787 0.47049675] [ 0.46061186 0.55160227 0.5379108 0.48070209 0.58040134] [ 0.40760145 0.43739781 0.58308174 0.42042599 0.53268327] [ 0.2454023 0.53978129 0.5095445 0.90498537 0.60130752] [ 0.36692371 0.60339098 0.40693822 0.79886804 0.6090647 ] [ 0.53912053 0.38092976 0.47175931 0.58462722 0.37046941] [ 0.31510181 0.51000548 0.50880698 0.59850832 0.52414232] [ 0.73166517 0.47546711 0.61671963 0.27728904 0.43968182] [ 0.69106215 0.45180215 0.3821255 0.33622172 0.3562458 ] [ 0.44080237 0.51308585 0.53357637 0.61233603 0.40240401] [ 0.54333587 0.65743527 0.44217244 0.67447413 0.43182998] [ 0.35997071 0.4680152 0.53891103 0.8292377 0.53825401] [ 0.36580708 0.56830406 0.60529371 0.85790738 0.58306497] [ 0.40970509 0.49634924 0.52912853 0.53655305 0.55822735] [ 0.82589729 0.48986153 0.40920012 0.48442297 0.42781374] [ 0.24331778 0.57580226 0.50708274 0.78897742 0.61256233] [ 0.5694118 0.57086946 0.43792424 0.53423713 0.35888599] [ 0.29799518 0.54420408 0.38210523 0.75838295 0.46251285] [ 0.27764733 0.59797112 0.37895831 0.77297549 0.41804507] [ 0.37327901 0.57524687 0.48898916 0.66310226 0.32437118] [ 0.6961484 0.50669625 0.53411658 0.29141505 0.39773457] [ 0.47279109 0.42103691 0.66893005 0.77598243 0.46838409] [ 0.52369466 0.44006453 0.51755053 0.53696347 0.31492471] [ 0.91796466 0.24824644 0.42968078 0.16304228 0.36491249] [ 0.54678511 0.60589197 0.56679144 0.62126096 0.53741783] [ 0.4702521 0.42086265 0.58785167 0.7120077 0.37483307] [ 0.38211957 0.5013018 0.4819411 0.89535224 0.54676728] [ 0.63482665 0.49817377 0.43593845 0.43326132 0.49595222] [ 0.62044921 0.36862561 0.61663037 0.52746444 0.35110384] [ 0.30066231 0.5551008 0.43119121 0.77111208 0.47177731] [ 0.41035511 0.68617265 0.47360687 0.69524438 0.49840733] [ 0.26694981 0.48194807 0.56001412 0.76164569 0.63178148] [ 0.40896486 0.54910292 0.37764173 0.62140498 0.40803557] [ 0.58618911 0.69487312 0.39060977 0.60994587 0.39908761] [ 0.38238035 0.62032091 0.45934974 0.61849313 0.39533219] [ 0.3286531 0.63241396 0.47825203 0.62428899 0.44323817] [ 0.22914901 0.58288953 0.40721198 0.76791603 0.63813336] [ 0.63215708 0.45458979 0.47508598 0.72886718 0.31925249] [ 0.44187597 0.50321564 0.42757584 0.59313311 0.52436926] [ 0.69914533 0.52818691 0.48608029 0.35260771 0.47516691] [ 0.5960512 0.4952089 0.31932178 0.36610568 0.32435554] [ 0.54926798 0.46274035 0.47757766 0.41636191 0.43539353] [ 0.37753039 0.61454572 0.45974062 0.6233521 0.47741879] [ 0.85964849 0.34593783 0.57068248 0.11947878 0.30338519] [ 0.67048126 0.52259585 0.46425477 0.62527408 0.44140366] [ 0.40395603 0.59138318 0.5103012 0.73198264 0.54015969] [ 0.41811232 0.69933332 0.30794969 0.77137932 0.41412763] [ 0.50302377 0.54523756 0.42511828 0.51262463 0.61002878] [ 0.80679652 0.45651375 0.54341516 0.33099053 0.41061896] [ 0.67876472 0.42422549 0.49671474 0.39133221 0.54506421] [ 0.43228835 0.52083099 0.49940604 0.78920172 0.48284843] [ 0.33212558 0.50965755 0.44192705 0.66538623 0.54996003] [ 0.36902633 0.55563758 0.51559322 0.70540888 0.52731125] [ 0.37532594 0.54996925 0.55721113 0.47262855 0.55034005] [ 0.17306437 0.57531705 0.39619142 0.69167641 0.58421354] [ 0.5618707 0.59131723 0.49079537 0.48926718 0.57720051] [ 0.26567909 0.64910254 0.44069894 0.6923661 0.53573959] [ 0.80015553 0.47415632 0.57045848 0.27813365 0.48626334] [ 0.70241726 0.33110486 0.65079932 0.26009569 0.56466654] [ 0.76041797 0.50925496 0.45146788 0.35365085 0.38631753] [ 0.67279776 0.40632969 0.6060132 0.57485424 0.37372581] [ 0.54760159 0.41506609 0.63893473 0.57470621 0.32149214] [ 0.53237061 0.53850591 0.46798051 0.55363583 0.50323458] [ 0.86267734 0.36187989 0.59839199 0.12068509 0.44429663] [ 0.57198831 0.60492059 0.41832834 0.33386971 0.42427898] [ 0.66040685 0.51939675 0.46684905 0.35033841 0.43809853] [ 0.51225375 0.58163751 0.33170129 0.66771585 0.25655777] [ 0.54520096 0.50694688 0.38634983 0.57706507 0.36086539] [ 0.49847472 0.61179172 0.35278893 0.60696682 0.39011091] [ 0.33221343 0.61421741 0.47166115 0.84031748 0.60536896] [ 0.23105167 0.61317513 0.46657959 0.77516237 0.55733887] [ 0.65264417 0.41551802 0.46886784 0.32465791 0.49500581] [ 0.45892346 0.43112261 0.601691 0.33771777 0.61918961] [ 0.6232988 0.50320533 0.53358089 0.49289613 0.48939083] [ 0.45577759 0.52490385 0.5087726 0.83890629 0.51884986] [ 0.58288316 0.37153373 0.43507988 0.431674 0.52333933] [ 0.60197074 0.42111868 0.38535826 0.4863555 0.54612866] [ 0.2629374 0.56301228 0.55464064 0.81887093 0.58861179] [ 0.36173382 0.41308556 0.52259841 0.77002055 0.47115895] [ 0.66321183 0.45759412 0.42916102 0.35494709 0.46016997] [ 0.67269918 0.37336505 0.60517576 0.59057814 0.41373594] [ 0.3699474 0.70061814 0.26330719 0.78620527 0.49591944] [ 0.83928771 0.25849686 0.71049892 0.16050508 0.4618052 ] [ 0.37089541 0.43460307 0.6070529 0.60788047 0.51658998] [ 0.70589537 0.42312584 0.46478833 0.32091523 0.36785428] [ 0.30033401 0.56813695 0.49951201 0.76926608 0.56776208] [ 0.32914172 0.56785873 0.54185131 0.86795442 0.61156448] [ 0.60692484 0.44962364 0.33983267 0.36901985 0.43876853] [ 0.41798951 0.5777414 0.3680994 0.71167225 0.29403587] [ 0.54861589 0.3783045 0.55822971 0.38987846 0.32279134] [ 0.89226969 0.29021552 0.46689274 0.1794846 0.40134091] [ 0.33593025 0.56969738 0.38424368 0.59773907 0.44101021] [ 0.42969137 0.55029543 0.41849746 0.62036476 0.51115955] [ 0.38692728 0.65615639 0.47116113 0.6382209 0.41229657] [ 0.20365533 0.48458635 0.51407278 0.84685864 0.56326296] [ 0.2822655 0.57291634 0.53437115 0.55756858 0.56114682] [ 0.57702314 0.55421332 0.49105063 0.57028621 0.37003035] [ 0.84691911 0.49277041 0.50091957 0.23671483 0.40429376] [ 0.25389258 0.64835618 0.37790708 0.60513063 0.52551322] [ 0.3793506 0.56162774 0.4154618 0.71036499 0.53690279] [ 0.27708201 0.48677725 0.53965197 0.63623267 0.65841252] [ 0.69354371 0.52592821 0.51682973 0.37797444 0.46110159] [ 0.50328023 0.44908885 0.61893833 0.6456559 0.3514406 ] [ 0.69257733 0.24333097 0.47657858 0.25550456 0.42807805] [ 0.48739577 0.59158934 0.34657958 0.71945145 0.46933847] [ 0.25242504 0.48807864 0.45647935 0.73805866 0.63264652] [ 0.30307442 0.54629838 0.60516619 0.79883324 0.45422972] [ 0.54809649 0.50423112 0.38951856 0.79861498 0.36687926] [ 0.52715211 0.45857177 0.51084493 0.57051185 0.61558443] [ 0.63955806 0.60592107 0.46404278 0.54761155 0.37040435] [ 0.7693516 0.44996049 0.53323458 0.70807124 0.37105939] [ 0.66538473 0.47341812 0.40679962 0.55490046 0.42722668] [ 0.78064048 0.58632165 0.5082835 0.46764104 0.39737162] [ 0.70769986 0.35826934 0.51480153 0.26591622 0.45740459] [ 0.51279654 0.4444991 0.61035734 0.43730316 0.48738284] [ 0.42474706 0.55137149 0.36748908 0.61972121 0.52827711] [ 0.62872561 0.52668239 0.42818309 0.68743369 0.32299508] [ 0.74160746 0.40619172 0.56775242 0.29294506 0.44034946] [ 0.5235308 0.48480278 0.53295059 0.6948759 0.37792904] [ 0.32402439 0.52576739 0.5266132 0.86599158 0.49034742] Progress: 41.0% ... Training loss: 0.523 ... Validation loss: 0.866[ 0.507065 0.5856551 0.45384018 0.4455882 0.64833195] [ 0.24240834 0.6443104 0.41080772 0.76915449 0.51662512] [ 0.58879659 0.61888489 0.42866413 0.67306268 0.34855375] [ 0.82443619 0.39126971 0.53584916 0.20769209 0.43798015] [ 0.73447023 0.30153088 0.57044804 0.40929088 0.48827696] [ 0.5870564 0.44678731 0.62211065 0.5434026 0.44321635] [ 0.58645015 0.40115818 0.55705291 0.72379883 0.31039217] [ 0.71392865 0.37601871 0.48905445 0.31962098 0.41704421] [ 0.53853461 0.58146089 0.46472731 0.63747392 0.53085431] [ 0.51540996 0.53121384 0.44046086 0.44241216 0.3640706 ] [ 0.63812926 0.49319801 0.32465183 0.43672317 0.39392546] [ 0.49837097 0.60651345 0.24673106 0.73044305 0.4426512 ] [ 0.32632226 0.42545366 0.44449461 0.74338488 0.50202776] [ 0.63283051 0.4532931 0.51163176 0.40173131 0.4370895 ] [ 0.60994966 0.47307153 0.43851309 0.40591148 0.37471769] [ 0.46229479 0.66873566 0.34395887 0.63126434 0.33673348] [ 0.47762436 0.60813222 0.55930655 0.56569563 0.4494879 ] [ 0.56360077 0.47036991 0.51749912 0.66859333 0.38979286] [ 0.333475 0.5791899 0.42840699 0.78897084 0.53366021] [ 0.74371873 0.43210374 0.50040904 0.3764577 0.42523958] [ 0.29794505 0.54434879 0.38203851 0.7584596 0.46259504] [ 0.70632665 0.55937136 0.58986297 0.37454318 0.46352679] [ 0.59527227 0.58142687 0.28702983 0.49839034 0.37006295] [ 0.25085379 0.4957339 0.34434304 0.67752333 0.57597055] [ 0.22356717 0.550328 0.37564901 0.92340782 0.55617491] [ 0.62364817 0.53492886 0.52400054 0.46760169 0.46725958] [ 0.4038885 0.68263665 0.37661465 0.73869495 0.54966818] [ 0.44300957 0.50842803 0.5331956 0.49426817 0.54046702] [ 0.4893804 0.46277153 0.49491788 0.77668824 0.46839478] [ 0.9344358 0.27346484 0.57461559 0.08319619 0.29894673] [ 0.42273602 0.53992739 0.49017196 0.70811044 0.43632036] [ 0.63626779 0.39905179 0.56384517 0.51523754 0.3748475 ] [ 0.64601569 0.48616524 0.41438934 0.41330824 0.36763529] [ 0.25636564 0.62565369 0.39888897 0.86441288 0.53845637] [ 0.7476593 0.44863061 0.52134121 0.23437255 0.43635489] [ 0.65493208 0.52639134 0.51649656 0.52276524 0.43030924] [ 0.72933016 0.33293189 0.66284594 0.1880534 0.44865374] [ 0.37371741 0.46676417 0.46008943 0.87262915 0.4683868 ] [ 0.64280009 0.58557603 0.52189793 0.46604642 0.37879813] [ 0.45111768 0.47246241 0.61497518 0.62703476 0.50318852] [ 0.16088005 0.62124296 0.39789945 0.84272621 0.42976972] [ 0.52567438 0.62272986 0.45487046 0.60053064 0.34869102] [ 0.3133809 0.64225789 0.49372273 0.80400831 0.58174006] [ 0.82481641 0.47832368 0.57419467 0.35027409 0.41578199] [ 0.32728487 0.39112458 0.49122372 0.73057944 0.58395214] [ 0.48247878 0.56075194 0.54370492 0.52782688 0.38380888] [ 0.23693272 0.61655245 0.44889692 0.82875133 0.5380004 ] [ 0.59519785 0.51079626 0.550979 0.40787915 0.40940559] [ 0.79824118 0.52922768 0.48809583 0.41338611 0.38990378] [ 0.54655062 0.48519296 0.46609509 0.46101662 0.50411017] [ 0.56016917 0.34291452 0.66401463 0.68158565 0.49092298] [ 0.44499406 0.46361214 0.58297618 0.59483836 0.58211258] [ 0.7201006 0.53056916 0.4951223 0.39110907 0.55554899] [ 0.77753412 0.62489026 0.42996645 0.41520004 0.45017594] [ 0.38654059 0.50767646 0.38062417 0.5911171 0.52446886] [ 0.23604674 0.62312697 0.36692901 0.77799534 0.45664346] [ 0.7434649 0.38858733 0.68311423 0.36015246 0.40297846] [ 0.19321758 0.48847169 0.39995351 0.88724408 0.60356057] [ 0.61033706 0.31107774 0.44120527 0.41758652 0.43568181] [ 0.34191091 0.54989558 0.34994944 0.5823329 0.57078956] [ 0.5067088 0.47146496 0.47464138 0.39320442 0.43470771] [ 0.55001464 0.66658623 0.41907453 0.5430996 0.41448347] [ 0.64715948 0.49008446 0.51910928 0.44759052 0.40526145] [ 0.57994458 0.35096965 0.5822899 0.69808416 0.45840418] [ 0.5111844 0.61649275 0.48917918 0.60582215 0.43246042] [ 0.38042409 0.64849592 0.38189413 0.67377308 0.46215449] [ 0.32824685 0.64267009 0.55919128 0.6946553 0.50909154] [ 0.34124459 0.53799827 0.50315708 0.63541401 0.35412264] [ 0.46372196 0.68155382 0.45889294 0.59184704 0.37948722] [ 0.59639598 0.55039391 0.33512914 0.49722359 0.41983334] [ 0.27035421 0.72630197 0.42275674 0.75775414 0.41228499] [ 0.38596104 0.56220197 0.44984288 0.54513119 0.49557942] [ 0.52970758 0.55648215 0.4117281 0.67099424 0.55691533] [ 0.73516559 0.55770346 0.63076101 0.42998654 0.42683706] [ 0.30808974 0.46209224 0.38165577 0.80800924 0.46217092] [ 0.4956209 0.54304374 0.49385771 0.4300641 0.42988262] [ 0.8525663 0.37659172 0.50264883 0.19910582 0.29200462] [ 0.76548254 0.51105572 0.38257151 0.33241505 0.3046145 ] [ 0.9344358 0.27346484 0.57461559 0.08319619 0.29894673] [ 0.72434041 0.56624684 0.46218897 0.39591203 0.41953484] [ 0.27683933 0.63614734 0.32701056 0.75522823 0.41984297] [ 0.41820588 0.51255986 0.50354219 0.64186964 0.58225957] [ 0.71824674 0.34507985 0.50303428 0.36081113 0.3981382 ] [ 0.64681181 0.45835158 0.5100794 0.63551393 0.34524321] [ 0.71223876 0.38643008 0.59015113 0.43073869 0.3803836 ] [ 0.46107856 0.5583679 0.53955998 0.57861925 0.43800029] [ 0.38843334 0.55582902 0.44999913 0.63800294 0.37457742] [ 0.57577889 0.39893764 0.69091556 0.56589385 0.50435145] [ 0.49129797 0.49245251 0.41864472 0.33004788 0.4263555 ] [ 0.52625825 0.53443269 0.59428096 0.6150788 0.43738485] [ 0.79912597 0.57972427 0.41276277 0.35384657 0.26734119] [ 0.68069099 0.60731345 0.44177521 0.41203529 0.54034246] [ 0.42808903 0.4738421 0.50675224 0.51326257 0.49640426] [ 0.33320974 0.58327382 0.47598306 0.81150997 0.38084365] [ 0.42629557 0.44856718 0.61693415 0.72550665 0.45558338] [ 0.62674068 0.47022816 0.46430034 0.49885043 0.52549142] [ 0.78606543 0.37956672 0.48853302 0.29990503 0.3693078 ] [ 0.71590405 0.4129539 0.48900929 0.41609743 0.35351055] [ 0.74014721 0.4567227 0.6093101 0.33263373 0.46046758] [ 0.73578995 0.3715728 0.51769583 0.42571273 0.39238368] [ 0.62503843 0.52501326 0.43332789 0.58543312 0.45853317] [ 0.29907937 0.64577097 0.31667835 0.81157797 0.50907583] [ 0.58982784 0.42663651 0.52372909 0.3760949 0.32373686] [ 0.2459764 0.50696203 0.56132324 0.82368272 0.66784698] [ 0.25605261 0.51561039 0.53304269 0.64328332 0.58509091] [ 0.35578145 0.60821298 0.50164142 0.65596558 0.61249814] [ 0.40580576 0.57785745 0.24212995 0.63534147 0.48347657] [ 0.53068554 0.51934755 0.55297421 0.73561111 0.42637412] [ 0.51243009 0.55398503 0.46102043 0.68275485 0.29113556] [ 0.29583416 0.57756784 0.42622259 0.71035315 0.45232967] [ 0.47710841 0.41524251 0.60465202 0.66856138 0.51022587] [ 0.1287446 0.63620231 0.4226935 0.73366907 0.5207162 ] [ 0.47261171 0.56825986 0.48183881 0.82351613 0.37219471] [ 0.84518644 0.40981637 0.54642171 0.188921 0.4021357 ] [ 0.43080405 0.54517675 0.46008843 0.66768753 0.54245922] [ 0.81705375 0.56032313 0.5033933 0.31917509 0.45620224] [ 0.1885675 0.47089075 0.39077942 0.86843965 0.55619726] [ 0.66891911 0.41461009 0.48370169 0.74977281 0.4432335 ] [ 0.82343591 0.41212197 0.48932189 0.36330539 0.43132017] [ 0.73031791 0.37588572 0.41728734 0.21053324 0.36933907] [ 0.88528906 0.39296898 0.54433348 0.22200557 0.28215133] [ 0.29041076 0.56745417 0.54432866 0.77849042 0.42827313] [ 0.52281328 0.48841399 0.44652913 0.72733768 0.33885362] [ 0.78448304 0.54698405 0.46795565 0.55196936 0.37254823] [ 0.5417382 0.41926425 0.45029089 0.68110089 0.33478041] [ 0.44083451 0.61718716 0.52679655 0.59429557 0.5146283 ] [ 0.19946435 0.61966162 0.37312421 0.87699105 0.59567416] [ 0.65398614 0.53464864 0.47807566 0.36134756 0.44739171] Progress: 41.0% ... Training loss: 0.522 ... Validation loss: 0.867[ 0.85157503 0.47641205 0.49986295 0.31694577 0.31389193] [ 0.27197755 0.60240028 0.49588118 0.73129338 0.4332441 ] [ 0.44021139 0.65541731 0.32988729 0.59189568 0.4373847 ] [ 0.2026435 0.59655112 0.52706874 0.8787036 0.67740347] [ 0.30746497 0.54006239 0.43623602 0.76995053 0.61430812] [ 0.60213695 0.35230035 0.54017693 0.65839505 0.52109127] [ 0.38463304 0.58277641 0.42183096 0.62750293 0.47911087] [ 0.28325968 0.53832227 0.47390446 0.82534553 0.54580862] [ 0.65708583 0.49309462 0.64108813 0.64673716 0.4376387 ] [ 0.25048751 0.63312437 0.44344659 0.64663605 0.58127651] [ 0.79204831 0.42881134 0.53602795 0.36959029 0.3510404 ] [ 0.44970199 0.52435019 0.55830707 0.6318155 0.4283731 ] [ 0.32659768 0.53408964 0.4399374 0.82331313 0.39313178] [ 0.59346193 0.45718305 0.58341367 0.31883295 0.54819041] [ 0.71314137 0.37587379 0.44063475 0.26398207 0.36124439] [ 0.86237843 0.45360046 0.45212697 0.22982485 0.27058965] [ 0.46431886 0.54727794 0.52356241 0.71840225 0.53348243] [ 0.37787171 0.57504002 0.4271232 0.48148933 0.57224693] [ 0.78062298 0.44234644 0.42698268 0.37652982 0.26968851] [ 0.35970544 0.50901558 0.59406768 0.58180015 0.68054646] [ 0.52198409 0.6093076 0.32486031 0.50797816 0.49705399] [ 0.54354199 0.55543511 0.58636524 0.46728434 0.52086837] [ 0.60144912 0.48512763 0.51420333 0.61518703 0.31994201] [ 0.7460412 0.46741582 0.35703273 0.34598266 0.4557429 ] [ 0.48379112 0.48072919 0.57113702 0.41548349 0.48484102] [ 0.86603243 0.26498508 0.50996015 0.23416592 0.3709942 ] [ 0.2195073 0.55173959 0.53120959 0.86488985 0.69873949] [ 0.34650979 0.46989816 0.48396117 0.46210321 0.51137672] [ 0.75183144 0.44683685 0.55372037 0.35626719 0.46030359] [ 0.75773265 0.4882652 0.52611502 0.47941608 0.46163104] [ 0.42783665 0.49155192 0.58894956 0.70143001 0.49290904] [ 0.74050688 0.34045467 0.64297268 0.25943231 0.3891989 ] [ 0.66488562 0.58113896 0.45443385 0.3968659 0.42131293] [ 0.66315952 0.35237136 0.3558099 0.36640491 0.3914681 ] [ 0.57141693 0.4513496 0.63211905 0.66516141 0.45597386] [ 0.89281773 0.33203381 0.53581453 0.18933891 0.31019583] [ 0.39894009 0.70233029 0.31903608 0.74901507 0.55828836] [ 0.45235488 0.44204192 0.61601373 0.448683 0.4817476 ] [ 0.53087851 0.58844095 0.33482856 0.54003137 0.35557021] [ 0.83664234 0.43129376 0.62571618 0.20415448 0.46525866] [ 0.79949981 0.33047434 0.58322405 0.36666766 0.4341578 ] [ 0.43270531 0.52607492 0.44359506 0.51408506 0.50518198] [ 0.35878727 0.57820669 0.49689581 0.51868553 0.5412491 ] [ 0.58260197 0.59176864 0.47077716 0.61224149 0.5257249 ] [ 0.30693464 0.74523191 0.27675438 0.79388967 0.56676246] [ 0.50029589 0.49904649 0.49297213 0.53586135 0.4879009 ] [ 0.60173135 0.49294532 0.46181422 0.70602969 0.31729936] [ 0.22051118 0.59770505 0.48927188 0.85297433 0.53287201] [ 0.27565994 0.57463393 0.52772053 0.77496639 0.50034723] [ 0.85676782 0.44379451 0.47092115 0.39758791 0.29821602] [ 0.36101247 0.60683635 0.32268065 0.56609783 0.51777618] [ 0.58320427 0.50748148 0.48447293 0.36362503 0.60831612] [ 0.29266253 0.65460582 0.38886831 0.83935255 0.47059183] [ 0.39340289 0.53418535 0.51425308 0.56783758 0.5551388 ] [ 0.72654239 0.41253751 0.63103596 0.33248156 0.42570677] [ 0.74053644 0.53704154 0.46913397 0.47431086 0.45129232] [ 0.53857975 0.44298183 0.6380966 0.56227053 0.45878575] [ 0.8505401 0.38018046 0.6805378 0.22619591 0.37165039] [ 0.63034354 0.47559939 0.43294138 0.38264574 0.37555698] [ 0.62139068 0.44294463 0.56696553 0.71649665 0.4492467 ] [ 0.75895204 0.37594769 0.54653604 0.52255029 0.39176091] [ 0.62155957 0.44887642 0.51169119 0.39534604 0.41272357] [ 0.76815511 0.51822221 0.30703804 0.43551301 0.40054424] [ 0.62346449 0.36990562 0.58490437 0.51523125 0.45503753] [ 0.56221926 0.60531851 0.45036648 0.46980452 0.35432591] [ 0.71577992 0.47773434 0.39986697 0.49603122 0.33631554] [ 0.60194069 0.64796038 0.43188091 0.68106318 0.51287951] [ 0.83138313 0.43370548 0.52521072 0.19133962 0.38560775] [ 0.33606076 0.66205684 0.45980472 0.72790027 0.34634456] [ 0.45200302 0.523823 0.50580298 0.66439382 0.43115966] [ 0.47495575 0.57456303 0.42510748 0.73652138 0.43820257] [ 0.75590228 0.41516249 0.51559541 0.23499202 0.33055807] [ 0.79176318 0.46708661 0.47374619 0.24265889 0.49459931] [ 0.64083145 0.44162245 0.50565458 0.40353913 0.38919185] [ 0.60822252 0.51086194 0.5521375 0.57537515 0.50237099] [ 0.59303979 0.4401742 0.51936556 0.61550695 0.34117416] [ 0.65017539 0.50452706 0.41686392 0.52009123 0.39764353] [ 0.71421788 0.38032844 0.70446727 0.23581911 0.47312555] [ 0.31308965 0.51681844 0.53368551 0.71528351 0.43313195] [ 0.51012587 0.52159962 0.49776156 0.63924834 0.47395898] [ 0.35342292 0.5251696 0.43805218 0.65568554 0.43969427] [ 0.38092085 0.51034034 0.6227533 0.69698469 0.52597026] [ 0.61939857 0.39526145 0.73399201 0.62996428 0.32305667] [ 0.5839704 0.36886074 0.59850967 0.53738468 0.37576997] [ 0.84570518 0.37736701 0.56140689 0.10448059 0.39943089] [ 0.71721754 0.48507278 0.61467812 0.58875589 0.377774 ] [ 0.55958095 0.34887271 0.54219654 0.46856017 0.53452963] [ 0.39410466 0.62533898 0.40406937 0.78342435 0.58491847] [ 0.55232707 0.588125 0.38599515 0.47243211 0.50130303] [ 0.52325425 0.42430337 0.45725822 0.67204076 0.46588631] [ 0.57040308 0.58626984 0.43901034 0.4968792 0.31956833] [ 0.5199394 0.62530434 0.37403176 0.69347785 0.36167716] [ 0.56216808 0.50755116 0.42306432 0.47740557 0.59155381] [ 0.16346056 0.58324686 0.54603805 0.67951677 0.65033824] [ 0.59338023 0.66973568 0.36405147 0.50977011 0.50393952] [ 0.67564263 0.51587154 0.44732138 0.31680655 0.43999843] [ 0.48210653 0.56268319 0.605333 0.43007306 0.53374238] [ 0.48488483 0.6415515 0.53270109 0.68706737 0.55825825] [ 0.62020554 0.36752086 0.5051139 0.54667479 0.36474973] [ 0.63254578 0.50204858 0.43531113 0.40974414 0.45742222] [ 0.54756029 0.44006583 0.5381041 0.38099456 0.47149219] [ 0.74858751 0.36202297 0.48747602 0.29992487 0.43348275] [ 0.41881428 0.51853537 0.43690771 0.4691277 0.59915067] [ 0.25503794 0.56848348 0.46738446 0.69905852 0.54853975] [ 0.68494206 0.43638463 0.37103153 0.35526323 0.29061752] [ 0.34809086 0.59911079 0.50046378 0.74150846 0.61296683] [ 0.29877913 0.70205302 0.34081234 0.74502037 0.47051397] [ 0.65465032 0.49512211 0.35954084 0.54350164 0.37752513] [ 0.83027871 0.34133495 0.53649919 0.36174196 0.44879971] [ 0.50719014 0.59034335 0.52489844 0.57184342 0.4771645 ] [ 0.34983954 0.47871593 0.46044549 0.8402792 0.51031338] [ 0.19378167 0.6928353 0.44853473 0.74170568 0.48632114] [ 0.40218955 0.49150402 0.52117783 0.6400378 0.53865708] [ 0.40904498 0.6892202 0.50615024 0.71977259 0.48629567] [ 0.27361774 0.63268785 0.45175696 0.84531886 0.44848005] [ 0.61292359 0.34447912 0.49694314 0.32557096 0.55366343] [ 0.58037818 0.47869167 0.55864822 0.59888659 0.49319547] [ 0.60696332 0.41117841 0.43974084 0.64938651 0.30771933] [ 0.70231337 0.49693243 0.52553014 0.39117322 0.4179345 ] [ 0.71464441 0.39631381 0.62365047 0.35944765 0.45930076] [ 0.72395407 0.48474435 0.57823629 0.45287477 0.35484112] [ 0.68011749 0.51910842 0.50465276 0.45456245 0.3641252 ] [ 0.63038363 0.52133148 0.40325784 0.50658771 0.49090452] [ 0.44981509 0.43568819 0.40524482 0.58493549 0.64999563] [ 0.55651992 0.46892016 0.54233551 0.48988233 0.45081677] [ 0.8161695 0.30421505 0.51802622 0.22439487 0.36775308] [ 0.62012973 0.60743107 0.39045914 0.47722983 0.38189435] [ 0.89830176 0.32470864 0.55050894 0.12588746 0.37487337] Progress: 41.1% ... Training loss: 0.522 ... Validation loss: 0.865[ 0.31091158 0.49698555 0.49823474 0.75163937 0.48119481] [ 0.22097298 0.64982739 0.38019582 0.7636067 0.44030579] [ 0.34563241 0.54958282 0.48145497 0.58669513 0.44602488] [ 0.31118117 0.57608475 0.55733553 0.77539999 0.6403112 ] [ 0.81905814 0.39276158 0.48839893 0.32701812 0.42689439] [ 0.79758197 0.3397555 0.62574925 0.2363842 0.42674961] [ 0.61014547 0.43907992 0.3005216 0.43794274 0.36469862] [ 0.82877875 0.46868631 0.56726915 0.14580091 0.45436663] [ 0.80748836 0.46665893 0.49413817 0.30372195 0.3926535 ] [ 0.57626465 0.55751999 0.40606494 0.45122251 0.46483876] [ 0.3625149 0.58133673 0.44728737 0.80447018 0.46692194] [ 0.84922743 0.37780282 0.49745579 0.21115081 0.33328544] [ 0.72859096 0.50254811 0.2874447 0.44142765 0.31908774] [ 0.56299925 0.43648619 0.50997768 0.69755939 0.35835733] [ 0.5258764 0.48002993 0.56811179 0.70741703 0.48935873] [ 0.67767841 0.41188031 0.62827142 0.48225211 0.34616814] [ 0.63780288 0.53612639 0.49557816 0.44563788 0.34475333] [ 0.51563256 0.40932582 0.37729375 0.34703358 0.34056521] [ 0.46936964 0.55837304 0.43418897 0.68363831 0.37380673] [ 0.73043779 0.43151468 0.48783988 0.33914803 0.47514409] [ 0.21276001 0.6343377 0.41858025 0.89073925 0.54822365] [ 0.31559163 0.53450743 0.50966205 0.73106587 0.43068929] [ 0.49519305 0.41129267 0.50699404 0.41869793 0.54072589] [ 0.55333129 0.60681272 0.51097119 0.52639785 0.35511567] [ 0.37003848 0.41070044 0.46413161 0.74074941 0.51029665] [ 0.21079134 0.54200804 0.50546239 0.81653435 0.6093683 ] [ 0.48236518 0.48868301 0.5522739 0.77241495 0.42388849] [ 0.76803826 0.39073416 0.55907203 0.46267527 0.33193804] [ 0.29104349 0.61591892 0.52186159 0.73628671 0.52877996] [ 0.35605611 0.64722715 0.42217142 0.71184264 0.47819481] [ 0.73897922 0.34351515 0.59554506 0.27415437 0.36570418] [ 0.51353267 0.41982143 0.4726621 0.58531916 0.47407067] [ 0.25997334 0.6089107 0.31664784 0.92835767 0.46328032] [ 0.35729214 0.70171589 0.37726826 0.75439241 0.41674383] [ 0.56441342 0.63301326 0.24756068 0.5905243 0.37976115] [ 0.64923164 0.425685 0.5976449 0.50017422 0.4179878 ] [ 0.47654087 0.72933919 0.38686562 0.77534002 0.51823585] [ 0.27315136 0.63495389 0.51654161 0.69341323 0.60015072] [ 0.2807071 0.56655935 0.40141275 0.77419027 0.53174078] [ 0.81394376 0.44945491 0.50628375 0.49134103 0.39956866] [ 0.57201792 0.53105612 0.35840558 0.36578084 0.42106941] [ 0.28326876 0.56671663 0.54354895 0.72255172 0.54358077] [ 0.77142559 0.39307966 0.6107929 0.27092005 0.42964249] [ 0.25761117 0.56655495 0.46129448 0.6462733 0.44209224] [ 0.19231733 0.5669198 0.4382151 0.88248951 0.5589152 ] [ 0.30323257 0.54575197 0.54993018 0.78211213 0.61392047] [ 0.66109126 0.50797549 0.49719073 0.24676912 0.47347646] [ 0.3803374 0.59942232 0.30671329 0.49792367 0.41409584] [ 0.16111574 0.65508105 0.36101538 0.87034135 0.57183104] [ 0.89055897 0.35855282 0.51791442 0.1137842 0.33791761] [ 0.93432502 0.29422916 0.50861993 0.13413252 0.32173669] [ 0.54587816 0.49551705 0.49651891 0.75540121 0.47826687] [ 0.74086957 0.46563606 0.53353616 0.20221034 0.47084725] [ 0.59136691 0.45926458 0.45107103 0.39750851 0.39552041] [ 0.46024068 0.56696333 0.34147337 0.58620372 0.50241978] [ 0.62786494 0.53089399 0.55588413 0.40715277 0.38676961] [ 0.53751847 0.40702926 0.54848291 0.38917155 0.44168658] [ 0.82020778 0.34309972 0.36679289 0.44454538 0.43919346] [ 0.24570352 0.4801676 0.40421553 0.66498912 0.56603039] [ 0.8784159 0.43747734 0.53089065 0.23522532 0.36766445] [ 0.77609491 0.45773776 0.50470395 0.22501078 0.37609983] [ 0.60121633 0.589409 0.3271288 0.71803485 0.36686123] [ 0.5512334 0.65935948 0.41855451 0.59077366 0.53428119] [ 0.6848076 0.62189273 0.52667911 0.4760097 0.45889397] [ 0.29128219 0.45941649 0.56055148 0.7755236 0.52709915] [ 0.73664312 0.51934781 0.52541495 0.40299727 0.45077549] [ 0.735408 0.4408994 0.66765173 0.40225977 0.44924336] [ 0.62780587 0.52733379 0.42790019 0.68775139 0.3232428 ] [ 0.66374918 0.41022824 0.53351271 0.36476804 0.40095226] [ 0.69697256 0.643655 0.39235524 0.3444144 0.37734087] [ 0.70251975 0.5453124 0.42926003 0.34621118 0.43618913] [ 0.53295298 0.4542793 0.52468885 0.69785346 0.38234542] [ 0.51993528 0.65294008 0.3370234 0.52671833 0.38084074] [ 0.54695847 0.41065626 0.46897369 0.71178494 0.35577053] [ 0.57947433 0.43274447 0.60665216 0.31513896 0.50852988] [ 0.21894192 0.6091329 0.34764409 0.83829449 0.53187875] [ 0.34209852 0.66210225 0.34664189 0.79851219 0.45916574] [ 0.53227068 0.48630802 0.51913351 0.4147442 0.61135392] [ 0.23897187 0.49839068 0.33800681 0.8924983 0.45617129] [ 0.61232971 0.58223167 0.28299177 0.6842431 0.2904392 ] [ 0.48996912 0.52125958 0.50400222 0.46787118 0.43964056] [ 0.58138431 0.48125399 0.40404926 0.36424472 0.48993668] [ 0.57821277 0.53311028 0.41419859 0.48785457 0.43871347] [ 0.64976162 0.45608159 0.45186116 0.38258719 0.38086882] [ 0.77652763 0.29875815 0.57182921 0.30383956 0.43588757] [ 0.20169429 0.55992407 0.48354497 0.84826566 0.46582634] [ 0.27315812 0.69098759 0.41369097 0.64291663 0.49323491] [ 0.58142493 0.46708624 0.55063593 0.69371115 0.44895662] [ 0.31101524 0.48102534 0.53922784 0.59297987 0.50281038] [ 0.64600777 0.413096 0.56217532 0.24603966 0.56187564] [ 0.72343311 0.44340683 0.46288895 0.25351277 0.43973498] [ 0.87705284 0.43180629 0.54645338 0.26901094 0.37201123] [ 0.75685714 0.44261439 0.4448562 0.28781016 0.29088085] [ 0.56049027 0.59847691 0.4365713 0.69562497 0.5280863 ] [ 0.45348714 0.59844503 0.47387448 0.70299009 0.58875684] [ 0.6326575 0.34903205 0.44883894 0.52387648 0.32975568] [ 0.65721457 0.35651722 0.47840766 0.33887391 0.39723787] [ 0.33947011 0.66362724 0.3259896 0.57720869 0.50223336] [ 0.57737558 0.49979063 0.49101364 0.38093313 0.42585019] [ 0.49807531 0.6027072 0.40218446 0.4499136 0.58766795] [ 0.50194152 0.55229987 0.37133617 0.46206815 0.37208965] [ 0.76934159 0.35117588 0.37807994 0.55742211 0.36330712] [ 0.76479372 0.50918933 0.43294766 0.31798902 0.40448769] [ 0.7134169 0.51720216 0.54168078 0.39982619 0.41533152] [ 0.50377996 0.43281643 0.53104148 0.72023805 0.32108156] [ 0.53644014 0.65001059 0.31752014 0.78734325 0.5711253 ] [ 0.24306128 0.71955816 0.2968089 0.83013771 0.42991889] [ 0.77084406 0.38902836 0.4293516 0.35288871 0.41977269] [ 0.37003848 0.41070044 0.46413161 0.74074941 0.51029665] [ 0.20677387 0.66695194 0.34386735 0.85865719 0.48067081] [ 0.32183601 0.47921113 0.38913685 0.66511728 0.61471749] [ 0.89893808 0.50479539 0.55949107 0.26980901 0.34223051] [ 0.29588166 0.54163939 0.50376067 0.7901452 0.51909439] [ 0.57815537 0.41936474 0.53856403 0.44835458 0.51311053] [ 0.25803422 0.56306089 0.49106721 0.78547097 0.55066359] [ 0.65665846 0.4606482 0.54721314 0.55464119 0.4149843 ] [ 0.46963368 0.30020556 0.57511598 0.69404888 0.54249206] [ 0.1789809 0.72701032 0.43930782 0.72049961 0.60481345] [ 0.63567787 0.50713958 0.40760713 0.42835709 0.47074819] [ 0.27727693 0.58790937 0.49232526 0.87604076 0.53567719] [ 0.56660685 0.57376378 0.33982019 0.42188538 0.35597533] [ 0.62446667 0.59050561 0.47158987 0.44277899 0.36328585] [ 0.34238233 0.54121524 0.55493713 0.66238545 0.4986692 ] [ 0.60616148 0.50269445 0.49146705 0.4633898 0.55560924] [ 0.68282709 0.36302568 0.6644047 0.43259375 0.41973386] [ 0.48784624 0.39017633 0.45184045 0.62454383 0.60411932] [ 0.66122609 0.63520708 0.38176152 0.59196398 0.41428465] [ 0.45968517 0.61168557 0.56365528 0.50324446 0.44356235] Progress: 41.1% ... Training loss: 0.522 ... Validation loss: 0.865[ 0.79569257 0.40496066 0.48731024 0.28272205 0.42853285] [ 0.80029296 0.38981227 0.57544294 0.17073781 0.42830152] [ 0.14839696 0.50949474 0.37844353 0.8324095 0.58768742] [ 0.38680578 0.45523255 0.54888975 0.78528364 0.59828989] [ 0.15393583 0.6037795 0.43176878 0.72991497 0.55948243] [ 0.72040665 0.45488444 0.67205126 0.41691713 0.41146633] [ 0.38804551 0.43788358 0.64477103 0.64600911 0.54177201] [ 0.64990112 0.32501498 0.41254281 0.26739227 0.47745836] [ 0.66154875 0.54260951 0.47125046 0.45022088 0.41684304] [ 0.74486862 0.54240519 0.59838388 0.47952778 0.35332121] [ 0.31770301 0.70052493 0.47242301 0.71605997 0.4078886 ] [ 0.55626767 0.51092576 0.51639964 0.51876877 0.42168727] [ 0.6152664 0.43966941 0.48941155 0.67056511 0.3398428 ] [ 0.69415498 0.36843765 0.58058762 0.42639639 0.46082613] [ 0.31139886 0.45052187 0.52139835 0.45579985 0.60292274] [ 0.39155999 0.51203634 0.54597301 0.51979401 0.52627799] [ 0.73353882 0.46611675 0.59915012 0.53989274 0.40684078] [ 0.42769503 0.61765195 0.34415967 0.67694801 0.37248367] [ 0.23327008 0.56794405 0.47829981 0.91680743 0.60913954] [ 0.4034141 0.63940868 0.38116896 0.82569479 0.61878834] [ 0.51598386 0.47042534 0.48440385 0.4994374 0.66574747] [ 0.57614883 0.54377498 0.59021521 0.57105756 0.49584535] [ 0.87213365 0.464519 0.55124765 0.22009858 0.42593266] [ 0.4018466 0.63635107 0.47170578 0.59651224 0.50018907] [ 0.25511233 0.69070323 0.35692914 0.83622709 0.53881906] [ 0.77735351 0.38699102 0.60129154 0.23770944 0.47227734] [ 0.71039277 0.5426628 0.51532323 0.32149391 0.5275484 ] [ 0.72681735 0.429669 0.48796296 0.24045631 0.43668156] [ 0.69369373 0.48816914 0.41144425 0.43896373 0.36991964] [ 0.38258385 0.57362395 0.3786565 0.64828505 0.38190887] [ 0.64575686 0.45905665 0.50977543 0.63596571 0.34549516] [ 0.58644418 0.3581013 0.59552459 0.61326275 0.44628608] [ 0.34180969 0.58284799 0.53754603 0.62992537 0.47193771] [ 0.60697695 0.37645765 0.49894597 0.66691739 0.477699 ] [ 0.79082097 0.36015294 0.50004146 0.24489626 0.32402639] [ 0.54657965 0.53292438 0.39759125 0.39737682 0.42317317] [ 0.46591322 0.51008232 0.50148355 0.40987889 0.66720986] [ 0.702705 0.65652772 0.50898918 0.38923926 0.42313422] [ 0.25164841 0.47490205 0.52904564 0.75459747 0.51384047] [ 0.70087774 0.495911 0.53868388 0.35418826 0.53703418] [ 0.30355223 0.71742671 0.24942089 0.83836964 0.52894741] [ 0.46147589 0.70688831 0.46611253 0.68155482 0.41182238] [ 0.55064381 0.47680032 0.57051449 0.52069711 0.59959778] [ 0.32652222 0.53962919 0.49559789 0.62313141 0.5988262 ] [ 0.69490435 0.42296676 0.40978335 0.28985817 0.27572226] [ 0.6473222 0.56702019 0.503411 0.55687158 0.38883337] [ 0.74537172 0.43327226 0.60225525 0.26525594 0.49483487] [ 0.83663715 0.39159195 0.54160504 0.32194874 0.39343848] [ 0.64138455 0.57306819 0.47414928 0.42192928 0.43601694] [ 0.58951221 0.36723891 0.55426753 0.56342612 0.37524689] [ 0.64453697 0.47703937 0.4894235 0.40209843 0.37826067] [ 0.79456905 0.4907706 0.42530828 0.58400958 0.35790271] [ 0.26072931 0.60045877 0.3288247 0.76205023 0.54587974] [ 0.71342815 0.43113312 0.45523537 0.35833847 0.39360145] [ 0.60911554 0.52872434 0.36192009 0.51945964 0.39844037] [ 0.66146607 0.46582221 0.3677088 0.38138185 0.34250862] [ 0.20020889 0.54936697 0.42325308 0.86713554 0.49466594] [ 0.52793564 0.6512384 0.34994047 0.40193434 0.34948872] [ 0.85874883 0.29259371 0.53977318 0.16840083 0.37721093] [ 0.6206809 0.38725066 0.61538753 0.39755924 0.37991253] [ 0.32358104 0.63727306 0.40144761 0.74453817 0.57935196] [ 0.71129212 0.46987381 0.45201312 0.36453967 0.41254538] [ 0.44801298 0.61410624 0.52811393 0.58639436 0.61878244] [ 0.70938917 0.53625738 0.62575257 0.49857857 0.3725387 ] [ 0.47488408 0.53902968 0.53964303 0.79399158 0.43768172] [ 0.67929512 0.39557817 0.35168544 0.27319268 0.31729891] [ 0.86341777 0.39377632 0.58522252 0.26017298 0.39879939] [ 0.82029341 0.34315747 0.36676875 0.44439304 0.43921671] [ 0.28760223 0.47516856 0.61465104 0.79901086 0.61433922] [ 0.82922314 0.32006208 0.45184317 0.25142922 0.42346005] [ 0.1586545 0.72195382 0.38562991 0.78194914 0.54539731] [ 0.181542 0.55992387 0.41953773 0.85995027 0.43158361] [ 0.42183298 0.65631942 0.52046863 0.62392888 0.45047422] [ 0.29820033 0.55428782 0.55717012 0.81020019 0.50069369] [ 0.38960395 0.59897432 0.40759603 0.69538597 0.60626245] [ 0.66281345 0.31415815 0.38728479 0.25036822 0.34954621] [ 0.23630867 0.60265273 0.44821678 0.81674509 0.41720099] [ 0.25511233 0.69070323 0.35692914 0.83622709 0.53881906] [ 0.3024442 0.58449776 0.54322579 0.54821224 0.61639649] [ 0.45072305 0.66464885 0.41467049 0.73840246 0.45268514] [ 0.7118663 0.29484385 0.63164949 0.24553484 0.41079869] [ 0.84565696 0.35842221 0.64859994 0.24228534 0.4256839 ] [ 0.52174104 0.45956247 0.42880949 0.40676755 0.50158554] [ 0.82313811 0.3598932 0.58959065 0.21566572 0.48002345] [ 0.73821292 0.46435229 0.44065615 0.3470052 0.39741754] [ 0.3074852 0.67659856 0.35791357 0.77513283 0.4492392 ] [ 0.37252564 0.56479065 0.5220846 0.83215151 0.55375765] [ 0.82658641 0.52727629 0.53401938 0.30597278 0.39047367] [ 0.34606623 0.60287931 0.35575311 0.74623121 0.47066204] [ 0.41374899 0.51380692 0.3593775 0.69263022 0.43462197] [ 0.49392436 0.64088935 0.3332884 0.66734771 0.52850826] [ 0.7907512 0.38722411 0.46880109 0.31245209 0.30773493] [ 0.60318871 0.34677028 0.51188647 0.44502995 0.46510598] [ 0.56498016 0.41600591 0.56657048 0.27984295 0.59345357] [ 0.15427358 0.5576797 0.55002517 0.75468775 0.57302467] [ 0.62262215 0.40583103 0.42562754 0.3406468 0.43147093] [ 0.45076431 0.49426366 0.56116186 0.2115848 0.47297509] [ 0.2807334 0.56334364 0.53028435 0.84105739 0.6046302 ] [ 0.37428339 0.56404367 0.49902 0.74568511 0.40685748] [ 0.50636298 0.47852174 0.53820997 0.62658463 0.43741559] [ 0.62916836 0.37096092 0.61209898 0.60930106 0.37929259] [ 0.56407435 0.41754972 0.52276596 0.33998513 0.57008768] [ 0.89886498 0.3050941 0.59420828 0.13325045 0.3194776 ] [ 0.3881378 0.49578628 0.42266427 0.59177878 0.69935261] [ 0.64033305 0.42141556 0.46779287 0.59434788 0.4401511 ] [ 0.58991211 0.51820891 0.43990495 0.44642306 0.50328193] [ 0.58565369 0.46557555 0.2964728 0.34734871 0.40124613] [ 0.58388693 0.51148006 0.61144598 0.48938347 0.47392309] [ 0.24818561 0.58166513 0.54494907 0.76089046 0.53192076] [ 0.51577842 0.52663319 0.48429783 0.67065298 0.41446253] [ 0.66407645 0.46685325 0.47228248 0.1738297 0.35772577] [ 0.63734821 0.47335546 0.44129007 0.31800189 0.3035988 ] [ 0.69593691 0.47857658 0.47980609 0.42479159 0.45484938] [ 0.52007098 0.62526662 0.37404249 0.69332369 0.36168539] [ 0.47588623 0.47642243 0.45393058 0.40291505 0.48685314] [ 0.45330408 0.55682828 0.39611321 0.62425503 0.34874653] [ 0.87925459 0.37052136 0.58842406 0.16473138 0.44006787] [ 0.53131065 0.41459686 0.39164094 0.76472462 0.39662194] [ 0.38624084 0.56136553 0.42676905 0.70265923 0.50279733] [ 0.19211848 0.48311965 0.41251317 0.86824048 0.51719107] [ 0.25609784 0.63768643 0.37208926 0.6455552 0.40822069] [ 0.73174773 0.53498002 0.59741191 0.36675995 0.45734016] [ 0.4209003 0.52444143 0.49728553 0.54842215 0.434028 ] [ 0.42625294 0.64395159 0.42674088 0.80481697 0.48328591] [ 0.70873207 0.3677897 0.63411211 0.57836807 0.41342937] [ 0.27674805 0.67612339 0.41682495 0.87465579 0.41174428] [ 0.63106058 0.53967894 0.32950176 0.44951733 0.38240494] [ 0.50775845 0.44321613 0.30680967 0.7329121 0.48225933] Progress: 41.2% ... Training loss: 0.522 ... Validation loss: 0.864[ 0.56024836 0.59710706 0.29675238 0.65747981 0.49302317] [ 0.17133905 0.51632799 0.33559286 0.9326751 0.52744994] [ 0.78587927 0.54884714 0.41938789 0.2649461 0.39256217] [ 0.6188286 0.57275968 0.5271717 0.54668287 0.40938803] [ 0.74475762 0.47334138 0.58792157 0.33377949 0.4615743 ] [ 0.32247263 0.47888929 0.38927502 0.66463886 0.61462929] [ 0.43804153 0.65654151 0.37801139 0.53144863 0.4649751 ] [ 0.6565121 0.53424106 0.30823359 0.4066021 0.35725802] [ 0.84443511 0.32897274 0.42459981 0.10047269 0.27651698] [ 0.34033729 0.60097825 0.42191053 0.74570843 0.38132292] [ 0.10400114 0.56976921 0.48721582 0.84666684 0.52788624] [ 0.85333362 0.4362675 0.49954106 0.19245506 0.4041097 ] [ 0.68398585 0.47330496 0.54609392 0.70718094 0.47594987] [ 0.61172278 0.42765428 0.63128698 0.20060032 0.54431723] [ 0.82278275 0.44271185 0.42492549 0.37469817 0.35788607] [ 0.60184158 0.4929145 0.46181908 0.70589543 0.31729987] [ 0.18775389 0.66945314 0.28877357 0.717459 0.51874474] [ 0.48356117 0.49827954 0.53499321 0.55578564 0.39119014] [ 0.61074604 0.49521633 0.51198761 0.46365999 0.33851231] [ 0.58741218 0.31845226 0.51176067 0.55431241 0.41873782] [ 0.41734878 0.53744254 0.5728026 0.52224846 0.5888909 ] [ 0.35550771 0.48078594 0.42121796 0.67404989 0.40013813] [ 0.35622347 0.58709923 0.33641581 0.71673123 0.394715 ] [ 0.63347741 0.45885399 0.64512748 0.4651195 0.34814521] [ 0.80888492 0.42220323 0.56027302 0.27019643 0.32953191] [ 0.59957096 0.40627143 0.50354709 0.35942955 0.60365087] [ 0.57622122 0.53253099 0.53924172 0.71473278 0.4991323 ] [ 0.54645915 0.49526006 0.49662718 0.75503997 0.47820543] [ 0.3806307 0.47390514 0.49715292 0.57307566 0.60154467] [ 0.4753859 0.41389469 0.46241408 0.58498556 0.37518861] [ 0.36469298 0.49885126 0.53663754 0.60997423 0.50760127] [ 0.51721558 0.45891903 0.56492363 0.5488301 0.45409192] [ 0.52545951 0.48455847 0.44977165 0.5668798 0.38521032] [ 0.45706663 0.47260305 0.56314675 0.67426616 0.38713996] [ 0.38313677 0.63921755 0.25296887 0.7618099 0.43001786] [ 0.31323192 0.58698589 0.48159291 0.6587831 0.6523359 ] [ 0.79868337 0.33288439 0.57913962 0.17671436 0.45126552] [ 0.48701535 0.48915894 0.627547 0.61149671 0.51981513] [ 0.30606619 0.63300334 0.32866365 0.61185862 0.44504287] [ 0.32709305 0.59436951 0.38814696 0.56961376 0.49889744] [ 0.48397795 0.5496697 0.48149688 0.6175701 0.42339732] [ 0.61574643 0.47111316 0.57585453 0.72966595 0.43378654] [ 0.7581185 0.44009664 0.56764485 0.23103333 0.39368117] [ 0.58279711 0.37160827 0.43504933 0.43164964 0.52337024] [ 0.44158587 0.73608763 0.28096282 0.73322923 0.50861087] [ 0.82934879 0.36508845 0.37848634 0.24867121 0.39513388] [ 0.7600605 0.42844717 0.6272113 0.25217186 0.46287531] [ 0.50380705 0.62559858 0.39542733 0.75358485 0.50109224] [ 0.89033887 0.3745953 0.41750805 0.27299496 0.37782135] [ 0.25991614 0.63475996 0.48834438 0.81523631 0.4465972 ] [ 0.50803968 0.46743011 0.55811052 0.6330065 0.36374209] [ 0.78243823 0.34246298 0.36567088 0.1736355 0.30968908] [ 0.64952284 0.52558648 0.34441531 0.4393874 0.37705014] [ 0.74712523 0.34082936 0.59402714 0.41422547 0.41553597] [ 0.41488513 0.59675255 0.40918309 0.84253509 0.52263143] [ 0.19284574 0.48738425 0.47717625 0.84496787 0.44422878] [ 0.50406372 0.47316113 0.44860775 0.47463295 0.48833994] [ 0.25042673 0.56784662 0.34009662 0.76067963 0.63115477] [ 0.27612464 0.55339427 0.47843337 0.59805755 0.53470295] [ 0.61427952 0.56364247 0.48089509 0.53722121 0.3742294 ] [ 0.35438886 0.63216071 0.47322059 0.8149105 0.44035455] [ 0.8517318 0.39989218 0.61532206 0.21020303 0.38490886] [ 0.35628028 0.58848933 0.38589098 0.35763144 0.53372158] [ 0.21988937 0.55145553 0.53134249 0.8644581 0.69871686] [ 0.59574825 0.3951974 0.67720505 0.57143976 0.45960269] [ 0.48863419 0.51931038 0.59870284 0.68528884 0.41554255] [ 0.38490807 0.50054445 0.55582311 0.80262784 0.47088258] [ 0.26691475 0.63162186 0.50570713 0.80822788 0.47184727] [ 0.40463033 0.61508051 0.33918015 0.64319993 0.43075886] [ 0.67302732 0.32715738 0.62407859 0.54886138 0.44676647] [ 0.56145749 0.57182879 0.54425156 0.55556747 0.33981541] [ 0.42643739 0.52552491 0.43482101 0.40163441 0.50018468] [ 0.70661085 0.4460345 0.58924238 0.63182173 0.34830213] [ 0.75513853 0.47215788 0.47440446 0.31228278 0.3317956 ] [ 0.74162754 0.38949307 0.50416015 0.41842295 0.28845646] [ 0.7372196 0.5790626 0.55397531 0.4878032 0.39948088] [ 0.80613918 0.40292429 0.55987972 0.3240337 0.37283819] [ 0.13591971 0.52769098 0.42564738 0.87758309 0.47248064] [ 0.8296977 0.34184163 0.53625641 0.3622979 0.44900037] [ 0.10326607 0.65495178 0.40669727 0.9063657 0.50284501] [ 0.57701891 0.6098734 0.54557571 0.48378813 0.50628225] [ 0.36563313 0.52439332 0.52153125 0.63929162 0.44015735] [ 0.66053283 0.65071147 0.35678995 0.4798713 0.42757907] [ 0.51022248 0.57005702 0.47902123 0.52220642 0.50340695] [ 0.51046934 0.61692357 0.48898015 0.60588157 0.43265843] [ 0.48309595 0.45519689 0.63459707 0.46342338 0.50373851] [ 0.21536207 0.71138088 0.28060165 0.74766097 0.53295755] [ 0.63466057 0.45219423 0.6257718 0.47373887 0.40450643] [ 0.13655414 0.61685728 0.50161501 0.90337434 0.51770274] [ 0.66898209 0.33307205 0.59189272 0.62537421 0.41252418] [ 0.56506281 0.4135508 0.57563085 0.37726062 0.52379173] [ 0.33654255 0.57376322 0.39404881 0.62114608 0.52624712] [ 0.68929388 0.34309059 0.65693206 0.49780839 0.47004421] [ 0.22926828 0.63313203 0.53686273 0.91209029 0.6301613 ] [ 0.38899068 0.54178104 0.41108514 0.83112467 0.57732732] [ 0.73577355 0.49480223 0.38565078 0.51285493 0.38494514] [ 0.88649406 0.37501625 0.56846101 0.30007687 0.24858459] [ 0.55211359 0.44485565 0.53085749 0.61910308 0.33707298] [ 0.16720655 0.62627028 0.45806178 0.90471942 0.4937478 ] [ 0.24672845 0.4799004 0.4274379 0.84396781 0.55146158] [ 0.83112431 0.37484892 0.43313584 0.23480379 0.31226641] [ 0.81384003 0.33432743 0.51885143 0.3764009 0.46224636] [ 0.61494597 0.42888691 0.53903005 0.53523111 0.35974148] [ 0.70777867 0.45305439 0.59940384 0.50495145 0.43925812] [ 0.57246445 0.55844511 0.44457666 0.51289683 0.47692013] [ 0.1977475 0.67101708 0.44240362 0.78237373 0.51027516] [ 0.6636839 0.40710557 0.39620608 0.44224225 0.61076987] [ 0.09175222 0.59343193 0.53446359 0.91767984 0.65540608] [ 0.48265806 0.51536839 0.57107289 0.34039635 0.45310456] [ 0.65395294 0.42838916 0.49038129 0.42977191 0.59384655] [ 0.37072523 0.6892373 0.43396663 0.69451364 0.4832994 ] [ 0.48211494 0.48049359 0.49241734 0.51556374 0.61611057] [ 0.8543211 0.45082307 0.5031519 0.14044302 0.30098527] [ 0.64976889 0.4561086 0.45185113 0.3825722 0.38087977] [ 0.68954311 0.41635965 0.56219224 0.42887759 0.40866691] [ 0.69405677 0.32136364 0.66330717 0.44784602 0.42806852] [ 0.61436939 0.47688878 0.53433597 0.62442701 0.39320319] [ 0.44557303 0.53216319 0.5273852 0.65732924 0.49268743] [ 0.48019536 0.64993305 0.44193654 0.59148849 0.55277871] [ 0.63010788 0.6651346 0.43103419 0.47609989 0.31695474] [ 0.37404201 0.64170961 0.4505321 0.59113514 0.36583028] [ 0.61436472 0.55873825 0.50189096 0.51471789 0.36972424] [ 0.44179979 0.60686651 0.56299493 0.80193663 0.51935447] [ 0.29793033 0.54916624 0.51571942 0.85740564 0.47871096] [ 0.66252863 0.37268718 0.63008968 0.33723787 0.4766073 ] [ 0.54527809 0.6242788 0.40448445 0.63953006 0.45813734] [ 0.60890321 0.67062471 0.43741249 0.58405487 0.35948634] [ 0.26586778 0.59898529 0.50678498 0.7732605 0.54757503] Progress: 41.2% ... Training loss: 0.521 ... Validation loss: 0.863[ 0.46863661 0.46650917 0.5248669 0.67812248 0.31688361] [ 0.57227399 0.47892282 0.55017121 0.70062089 0.45908206] [ 0.62016599 0.35695781 0.55752495 0.54816261 0.3587911 ] [ 0.25053099 0.62791508 0.51914723 0.87382752 0.60730012] [ 0.51275764 0.5506205 0.44552901 0.77287613 0.38377562] [ 0.13613815 0.62082002 0.38457671 0.78865601 0.53289023] [ 0.75951614 0.42802933 0.46431813 0.39426535 0.47173106] [ 0.36464556 0.53722197 0.57374303 0.73805802 0.40973619] [ 0.38146552 0.46822691 0.55761406 0.5750743 0.42532385] [ 0.85850416 0.39141535 0.56632988 0.22254435 0.37660378] [ 0.42289401 0.54372111 0.39386723 0.39096292 0.46208495] [ 0.21120531 0.66727083 0.33421523 0.78244623 0.45902344] [ 0.68167011 0.48006815 0.50078575 0.54564156 0.50070013] [ 0.74897112 0.53005729 0.54107252 0.44641494 0.41361219] [ 0.7285452 0.54923118 0.57791131 0.31575267 0.53057418] [ 0.71278134 0.5531863 0.52116584 0.42536878 0.43466082] [ 0.61518042 0.33800987 0.39644049 0.6397979 0.33187746] [ 0.39434462 0.76988644 0.27898454 0.79885548 0.50524022] [ 0.7588893 0.37609959 0.54645642 0.52253313 0.3918205 ] [ 0.77485032 0.51212822 0.48387663 0.35765401 0.49640006] [ 0.43211716 0.57490403 0.49312268 0.55758238 0.4949438 ] [ 0.33266705 0.59514979 0.41953748 0.46018252 0.53099765] [ 0.62468628 0.47298854 0.41622966 0.29884888 0.33770019] [ 0.43090739 0.52594179 0.50236421 0.38708301 0.41651423] [ 0.65199748 0.48481886 0.56590871 0.36187903 0.50033223] [ 0.38015811 0.55343492 0.50687634 0.7111515 0.63037245] [ 0.53001551 0.48899514 0.52901942 0.47426423 0.47911244] [ 0.55881314 0.52217307 0.50061303 0.39178893 0.45076224] [ 0.84609109 0.37088543 0.41071822 0.35895071 0.33696917] [ 0.55802855 0.48793803 0.58382901 0.41590669 0.46177157] [ 0.69530333 0.43272889 0.55111057 0.14036092 0.52361874] [ 0.30612288 0.67519337 0.40880003 0.68228551 0.47500145] [ 0.24366732 0.52171451 0.40031723 0.84393582 0.58138342] [ 0.8038434 0.39926396 0.43618771 0.1411942 0.25582619] [ 0.74209693 0.4134568 0.63258819 0.3583626 0.4334053 ] [ 0.4587907 0.3721262 0.58771937 0.3787668 0.57062965] [ 0.5652984 0.44805196 0.51572316 0.62119386 0.37145106] [ 0.48384601 0.54978164 0.48144517 0.61761924 0.42344441] [ 0.27606427 0.67654364 0.41663106 0.87476255 0.41194396] [ 0.54398645 0.52586797 0.56698796 0.39727109 0.44098804] [ 0.27831598 0.58273144 0.48195337 0.79902782 0.49636247] [ 0.29538105 0.45555955 0.54938603 0.66530429 0.46607845] [ 0.5664366 0.51520838 0.50702856 0.81841914 0.50072384] [ 0.8408753 0.37092781 0.56981338 0.19027164 0.42070853] [ 0.6520047 0.40478404 0.61196327 0.75101347 0.38668552] [ 0.61583683 0.47576139 0.55208435 0.63697618 0.35255192] [ 0.73905856 0.29190418 0.45196984 0.29382261 0.38606486] [ 0.36597591 0.60394129 0.4067125 0.7988174 0.60935727] [ 0.15414833 0.56514221 0.42447377 0.88409254 0.57006278] [ 0.65631731 0.54937903 0.46243412 0.46033648 0.40204117] [ 0.22963318 0.48876911 0.57523798 0.58650445 0.49171856] [ 0.49755961 0.35783167 0.52442074 0.75502514 0.36464341] [ 0.38452301 0.52933273 0.52693091 0.80634584 0.4453762 ] [ 0.4897143 0.40505223 0.54650855 0.76282047 0.44093102] [ 0.2430256 0.52089972 0.62906794 0.71456312 0.68865304] [ 0.17545507 0.59664122 0.36667379 0.72612137 0.47898446] [ 0.54395706 0.48872349 0.46474883 0.5182548 0.57348343] [ 0.72483661 0.52989924 0.31984822 0.52177959 0.37584788] [ 0.24010423 0.49791522 0.33820086 0.8920911 0.45604132] [ 0.2520724 0.55066176 0.38663585 0.82359494 0.4661248 ] [ 0.33371948 0.56733465 0.57546002 0.75313105 0.59470662] [ 0.43019362 0.43027118 0.64917779 0.60328201 0.53218658] [ 0.44092227 0.5231241 0.49817513 0.82387412 0.45112213] [ 0.57969254 0.64130219 0.52885817 0.55066458 0.50690946] [ 0.72421435 0.49075034 0.57476962 0.41128169 0.45213345] [ 0.65635592 0.4520995 0.59907518 0.54202557 0.45166466] [ 0.48442155 0.43762359 0.58449675 0.70107516 0.38954816] [ 0.5543125 0.3783991 0.56528582 0.67356113 0.54307186] [ 0.73527834 0.35678228 0.65769335 0.44244658 0.36592915] [ 0.29903805 0.70453545 0.52980892 0.70301358 0.56256627] [ 0.41960064 0.56030001 0.53422316 0.70007284 0.60603949] [ 0.54996895 0.6759911 0.39051125 0.49455892 0.32560792] [ 0.56002009 0.34871 0.54227301 0.46858586 0.5344163 ] [ 0.33746444 0.50908909 0.48780335 0.74938968 0.40397543] [ 0.49123184 0.53550953 0.4855414 0.70390146 0.38918241] [ 0.42767503 0.62544136 0.49059286 0.61229533 0.57033594] [ 0.39086407 0.62866558 0.42753075 0.72040762 0.65048695] [ 0.52045729 0.37391982 0.42082306 0.38349443 0.51585513] [ 0.1763166 0.75004048 0.36728748 0.80939637 0.62462206] [ 0.57862154 0.53597947 0.37698537 0.37233954 0.36796685] [ 0.50466457 0.49730429 0.44727771 0.48300654 0.37944575] [ 0.64551608 0.33408246 0.47106052 0.20086307 0.41270592] [ 0.31161265 0.45043745 0.52143031 0.45557015 0.6028975 ] [ 0.88823428 0.40155506 0.55851767 0.21062965 0.38105862] [ 0.1795811 0.51341947 0.49240608 0.8542023 0.59152659] [ 0.68946647 0.41642 0.56216366 0.42889759 0.40869188] [ 0.49127978 0.47813613 0.48041206 0.77473469 0.45581443] [ 0.21393128 0.49964691 0.60175863 0.75754394 0.65930146] [ 0.73072004 0.58550429 0.50298468 0.39515585 0.45660532] [ 0.82879608 0.32042994 0.4516754 0.25165963 0.42361477] [ 0.74848379 0.50795525 0.60265093 0.40005551 0.3726843 ] [ 0.459384 0.56756879 0.3412543 0.58639698 0.50267931] [ 0.34708174 0.5105041 0.49781524 0.66413355 0.51210405] [ 0.2321224 0.56949913 0.34631266 0.73496417 0.45414431] [ 0.39469195 0.49409873 0.46679666 0.82062649 0.39803691] [ 0.1795452 0.66790956 0.42398424 0.81707905 0.61642 ] [ 0.49425675 0.41420581 0.5644421 0.45513631 0.6071778 ] [ 0.6288801 0.34305257 0.63931105 0.60981751 0.46992537] [ 0.6678761 0.59781589 0.54122983 0.52391804 0.43690582] [ 0.54691017 0.44181935 0.63439118 0.69458968 0.42857477] [ 0.73407857 0.39240633 0.53063075 0.31139799 0.48386812] [ 0.67202984 0.40940931 0.53665783 0.51500502 0.43925145] [ 0.60908403 0.46368318 0.5015436 0.65522118 0.43159352] [ 0.43136973 0.54469742 0.53889642 0.8171507 0.54889764] [ 0.66170268 0.51672595 0.45875014 0.62613756 0.43800886] [ 0.5559038 0.46978239 0.54718156 0.56927085 0.46978254] [ 0.29110243 0.51772275 0.38650173 0.71995994 0.62276007] [ 0.59304818 0.34017814 0.70781859 0.38508843 0.46633362] [ 0.70446066 0.42089636 0.55555608 0.27688468 0.35191515] [ 0.44178908 0.57233043 0.38738327 0.47622209 0.39435644] [ 0.81550151 0.40414533 0.49623957 0.22404213 0.38008147] [ 0.3645064 0.46499158 0.58321854 0.55746052 0.56998255] [ 0.79656642 0.42875033 0.62264209 0.17945716 0.45932763] [ 0.72174101 0.46212054 0.45619166 0.45450469 0.48127009] [ 0.83069153 0.35925008 0.68166884 0.24923762 0.39129253] [ 0.32441721 0.59946898 0.35718423 0.68873818 0.4014405 ] [ 0.51762025 0.44793562 0.41643059 0.45903252 0.50090956] [ 0.8251026 0.34883463 0.60241646 0.22207742 0.41426175] [ 0.71129249 0.64753888 0.46734415 0.49237325 0.55889783] [ 0.38608847 0.65678307 0.47085239 0.63858513 0.41258552] [ 0.3712917 0.55352992 0.37459241 0.53601645 0.55174113] [ 0.68078631 0.48845292 0.62603271 0.35276031 0.43800275] [ 0.56524461 0.51121002 0.49698317 0.63689441 0.50162286] [ 0.53561466 0.50399924 0.55156642 0.6070211 0.5531628 ] [ 0.82767208 0.49655536 0.59100518 0.33939866 0.3768061 ] [ 0.5115052 0.54791112 0.38578812 0.47144697 0.40728359] [ 0.42348264 0.50249001 0.52908625 0.75317213 0.39279518] [ 0.3590418 0.70735966 0.27572279 0.70035491 0.4950423 ] Progress: 41.3% ... Training loss: 0.521 ... Validation loss: 0.863[ 0.63844541 0.50574196 0.3831215 0.47927973 0.3459964 ] [ 0.66510464 0.42739297 0.48237989 0.46660235 0.40860125] [ 0.35767203 0.58543715 0.36134293 0.60382161 0.37706934] [ 0.61640119 0.53078243 0.54929802 0.4616523 0.40777453] [ 0.71932197 0.48295317 0.39223653 0.22846935 0.31173303] [ 0.35270992 0.56236977 0.60576466 0.78297188 0.59565408] [ 0.60694383 0.53268641 0.40376887 0.46469246 0.2852502 ] [ 0.43278907 0.53191993 0.46016548 0.60572931 0.46634962] [ 0.20978442 0.70389033 0.31348118 0.87616868 0.48319931] [ 0.56336405 0.54042058 0.54754863 0.43070388 0.51465182] [ 0.381326 0.55022115 0.48714309 0.66098431 0.5177991 ] [ 0.48702081 0.58047556 0.47954766 0.65956241 0.46320532] [ 0.8301861 0.40725271 0.52383661 0.42634445 0.40997487] [ 0.39332827 0.52889135 0.46097723 0.54125914 0.46174928] [ 0.54450691 0.59247372 0.39323724 0.64299345 0.55139443] [ 0.62254576 0.4043314 0.51383442 0.69122964 0.32528686] [ 0.41135995 0.57783389 0.45444049 0.72419532 0.47426021] [ 0.60790262 0.52989934 0.45565589 0.36616645 0.54015437] [ 0.54625895 0.42638984 0.51774967 0.49499405 0.4854381 ] [ 0.6734446 0.38679538 0.38551168 0.40259463 0.36350518] [ 0.45439236 0.62521791 0.36637603 0.61535636 0.48411049] [ 0.4559248 0.68111953 0.29511783 0.42208008 0.45400129] [ 0.56549368 0.65149605 0.37830754 0.59524422 0.39967701] [ 0.39701883 0.44794923 0.50365912 0.68507562 0.39978475] [ 0.47924097 0.52670249 0.51737136 0.44386364 0.56954504] [ 0.33846354 0.50900921 0.50071788 0.85440037 0.54202908] [ 0.56714673 0.42935651 0.53738469 0.63811178 0.52070249] [ 0.56030212 0.6282308 0.45268537 0.49637651 0.45141781] [ 0.84565294 0.38046725 0.3813667 0.21401745 0.3468972 ] [ 0.56518007 0.43611825 0.37959298 0.33414737 0.42842854] [ 0.58873697 0.4273486 0.29226015 0.60276385 0.37711168] [ 0.47687163 0.50277908 0.45722102 0.33821139 0.46319732] [ 0.70259702 0.47070417 0.5264409 0.33880521 0.38421354] [ 0.54724714 0.58266734 0.4795189 0.60690306 0.42693278] [ 0.83364182 0.47523829 0.58070839 0.39313982 0.38624683] [ 0.78324384 0.5038228 0.46751246 0.31218873 0.30492483] [ 0.4013298 0.61454028 0.50959342 0.70246219 0.43583341] [ 0.63070779 0.63113113 0.43085784 0.39057854 0.42588318] [ 0.82520014 0.34015844 0.48295004 0.24361112 0.432554 ] [ 0.26952742 0.59582216 0.51576957 0.69936346 0.56083431] [ 0.19768533 0.70016038 0.53289243 0.75359928 0.60131256] [ 0.57220611 0.56494314 0.48436506 0.52712898 0.4021798 ] [ 0.39876041 0.53171972 0.47999617 0.80213164 0.5197087 ] [ 0.74319543 0.37091328 0.57714561 0.25749104 0.4681946 ] [ 0.40069074 0.47015044 0.36843797 0.54301812 0.50129614] [ 0.43886011 0.60370913 0.48161977 0.83009371 0.50187987] [ 0.32690845 0.53505789 0.51193028 0.74920541 0.65273832] [ 0.58312903 0.50799949 0.48588203 0.46124638 0.51120659] [ 0.41479366 0.6221267 0.50565271 0.52315103 0.38172078] [ 0.36035684 0.48784373 0.40753168 0.72169827 0.45741552] [ 0.13132559 0.68421319 0.38733439 0.64629863 0.55551533] [ 0.65630147 0.47439993 0.61610399 0.62456164 0.34423725] [ 0.60017543 0.52221135 0.49675147 0.48822729 0.48118659] [ 0.60332447 0.55292466 0.56455524 0.52069366 0.36773051] [ 0.6140619 0.65955847 0.28530081 0.5582779 0.37695031] [ 0.17411741 0.63631609 0.43875359 0.76731751 0.54210882] [ 0.85373691 0.46009346 0.49609822 0.30857762 0.39938207] [ 0.41639607 0.54531249 0.35473693 0.6521265 0.5485159 ] [ 0.6604908 0.27983493 0.56730146 0.68809725 0.4127885 ] [ 0.29231831 0.63318249 0.43761137 0.60888362 0.43680542] [ 0.45236623 0.45409404 0.41285691 0.63449456 0.44288704] [ 0.3339191 0.63241587 0.56884662 0.60902884 0.53578181] [ 0.20784802 0.60239442 0.40704785 0.80945737 0.55819147] [ 0.84418001 0.40220881 0.4132905 0.33691459 0.29722338] [ 0.36581359 0.60282979 0.38996839 0.7811226 0.48089432] [ 0.72822947 0.3909773 0.59281225 0.33444207 0.43298335] [ 0.52127225 0.51591044 0.3903292 0.49649618 0.39522053] [ 0.75825428 0.47674859 0.50989955 0.18303954 0.39574763] [ 0.35932118 0.60790944 0.32226756 0.56665591 0.51826527] [ 0.72853102 0.44289202 0.53747258 0.40831157 0.41623799] [ 0.2641244 0.69749113 0.44183783 0.72896579 0.50083532] [ 0.54292245 0.63239578 0.2853114 0.59785203 0.35865327] [ 0.59386907 0.47723747 0.50957103 0.60478668 0.48572111] [ 0.51386354 0.62348362 0.27872689 0.59060025 0.46419412] [ 0.38421962 0.60257552 0.49153651 0.79106021 0.59590872] [ 0.43898609 0.47350088 0.47010942 0.78083973 0.46842653] [ 0.73210422 0.49289519 0.49631705 0.28730129 0.36668882] [ 0.74378241 0.45973203 0.54497007 0.28771672 0.47470396] [ 0.56518007 0.43611825 0.37959298 0.33414737 0.42842854] [ 0.54928697 0.37818284 0.54019182 0.36073135 0.4466197 ] [ 0.64557269 0.45538634 0.57482314 0.63994257 0.44567056] [ 0.24108721 0.5581833 0.40420254 0.85154806 0.55325494] [ 0.19058279 0.61347822 0.45840451 0.78502261 0.61316988] [ 0.51297808 0.57740824 0.48103612 0.61183992 0.48831336] [ 0.39245797 0.56770112 0.53737606 0.59741726 0.34585233] [ 0.8619234 0.36422562 0.56906831 0.17643544 0.40541587] [ 0.74662553 0.46912623 0.49597483 0.27901193 0.49880402] [ 0.49752302 0.57630334 0.38526092 0.75313829 0.58048119] [ 0.4917529 0.34461927 0.5531502 0.35427161 0.59642649] [ 0.27160421 0.50677123 0.56792057 0.78604403 0.5922438 ] [ 0.56224573 0.42488253 0.58262169 0.58703258 0.34030313] [ 0.40108475 0.58775503 0.30963036 0.59718149 0.36397404] [ 0.70005075 0.3513073 0.64021225 0.29247016 0.38767579] [ 0.24721442 0.53701532 0.58924096 0.80483545 0.59221568] [ 0.35816656 0.65061282 0.47212897 0.78802893 0.4728461 ] [ 0.56008837 0.38947159 0.38958337 0.42946007 0.48838413] [ 0.44170583 0.55781137 0.65433557 0.6327138 0.531632 ] [ 0.53711664 0.48655862 0.48592674 0.58256823 0.36241527] [ 0.53239741 0.6626007 0.27634635 0.51257558 0.3786455 ] [ 0.56229449 0.57830529 0.30792509 0.45252568 0.31721567] [ 0.25479558 0.48721101 0.53466116 0.77057227 0.59272851] [ 0.6647482 0.57765786 0.43149895 0.57585909 0.33763874] [ 0.53163691 0.5209271 0.58758669 0.47928095 0.51416779] [ 0.22159065 0.68209598 0.49987266 0.63543345 0.5686522 ] [ 0.49119961 0.45485359 0.43743495 0.41602593 0.48476311] [ 0.26952742 0.59582216 0.51576957 0.69936346 0.56083431] [ 0.66147295 0.56495488 0.30319774 0.46457237 0.31115666] [ 0.19765056 0.55152635 0.49729343 0.83497013 0.5722025 ] [ 0.68461344 0.41408464 0.59180443 0.50408182 0.37982704] [ 0.57672633 0.53394224 0.41385974 0.48851602 0.43903123] [ 0.55085458 0.42661795 0.45543815 0.35822905 0.45951771] [ 0.72287836 0.47386758 0.41994134 0.30346846 0.46245905] [ 0.63407315 0.46591118 0.56123061 0.26492214 0.52167608] [ 0.75940122 0.61533043 0.47940356 0.49326384 0.44817046] [ 0.55756849 0.6049599 0.42348383 0.66075089 0.37903652] [ 0.4091546 0.54473226 0.55019614 0.79280467 0.57584367] [ 0.61819778 0.58414736 0.41282503 0.42124745 0.35138845] [ 0.33799397 0.6121234 0.45570901 0.84287656 0.55345214] [ 0.74544232 0.3977926 0.62123068 0.28006646 0.51214707] [ 0.43548819 0.52234812 0.42398159 0.57902299 0.53814893] [ 0.43398905 0.57331265 0.41851614 0.54098802 0.42009902] [ 0.57719253 0.4450458 0.44161061 0.2458891 0.46160114] [ 0.31412581 0.63545657 0.43209582 0.61451474 0.49206092] [ 0.73217496 0.46954087 0.59477457 0.46287822 0.41013119] [ 0.6910024 0.50506487 0.44436197 0.42583186 0.52667655] [ 0.57220611 0.56494314 0.48436506 0.52712898 0.4021798 ] [ 0.49424758 0.36235643 0.48896481 0.58695102 0.42217656] [ 0.25999048 0.54801768 0.4915952 0.80756595 0.62738844] Progress: 41.4% ... Training loss: 0.521 ... Validation loss: 0.865[ 0.77111586 0.51128405 0.49599056 0.35177193 0.44400099] [ 0.42188339 0.49137482 0.47476846 0.45388705 0.69052248] [ 0.47580002 0.51801574 0.55767791 0.28708305 0.54826444] [ 0.37671027 0.48715977 0.43890881 0.54973558 0.48461911] [ 0.35353177 0.44068884 0.49619123 0.84273677 0.56783137] [ 0.73471806 0.44777794 0.30396522 0.37203215 0.36714729] [ 0.57560232 0.55162987 0.37748436 0.25996257 0.44274713] [ 0.25868442 0.69125535 0.41219833 0.70937742 0.44955184] [ 0.71740583 0.5090759 0.56234736 0.3686392 0.44504918] [ 0.48764925 0.41898598 0.58853327 0.46870989 0.54083255] [ 0.41809301 0.65660005 0.33374284 0.69278065 0.37176738] [ 0.69739203 0.5579996 0.51180251 0.55773427 0.44245196] [ 0.43156208 0.53755978 0.5806507 0.7449923 0.54190915] [ 0.49846918 0.61244783 0.35248787 0.60674426 0.39043936] [ 0.39293471 0.51625436 0.51551156 0.63897958 0.52694094] [ 0.48706071 0.56808006 0.36768592 0.61447473 0.61065711] [ 0.40096709 0.51005443 0.4435226 0.81377644 0.48535993] [ 0.5542309 0.33821918 0.56806375 0.3645869 0.49142821] [ 0.6115905 0.4394722 0.65353452 0.71372531 0.43276043] [ 0.64287221 0.48320764 0.53972784 0.42334957 0.48457189] [ 0.33659651 0.50851952 0.66469632 0.78957175 0.56132716] [ 0.57339717 0.50362734 0.56901004 0.70090971 0.48272225] [ 0.66100972 0.42690795 0.51392471 0.33781286 0.65693384] [ 0.26740891 0.7232795 0.3806995 0.72257637 0.40695508] [ 0.75461754 0.29310872 0.43181955 0.35508428 0.34474502] [ 0.50403098 0.63568524 0.39171307 0.53230595 0.60905827] [ 0.34234227 0.58636145 0.2950417 0.70952244 0.38981831] [ 0.84884646 0.3586773 0.52344522 0.22327972 0.31919306] [ 0.28778127 0.49856401 0.54952701 0.64406933 0.50769685] [ 0.46677274 0.61716581 0.41230205 0.83458231 0.43216259] [ 0.34671594 0.72791763 0.3776416 0.6773587 0.45839691] [ 0.65117381 0.42938048 0.48835175 0.3325409 0.38921988] [ 0.64789027 0.4673165 0.35060228 0.42553383 0.40722075] [ 0.5375804 0.48449052 0.60329969 0.67845099 0.48659476] [ 0.74112903 0.49088283 0.57550797 0.26622756 0.5324385 ] [ 0.67932549 0.53078086 0.49531848 0.42417567 0.40072039] [ 0.62376344 0.55259033 0.44653348 0.31537123 0.46925376] [ 0.68938104 0.47066908 0.40301433 0.3098908 0.34278582] [ 0.57755343 0.40464048 0.58530421 0.61153395 0.31572999] [ 0.61584335 0.56432417 0.52422629 0.45903706 0.45396877] [ 0.58361612 0.67601397 0.45373954 0.60943693 0.47864905] [ 0.61752977 0.39921104 0.35087753 0.45355635 0.4880168 ] [ 0.61019252 0.35601957 0.60435541 0.62838595 0.47190483] [ 0.56556002 0.45045157 0.54238693 0.36567023 0.5497423 ] [ 0.41308945 0.42497029 0.40972265 0.77762639 0.51640013] [ 0.52011484 0.46619285 0.53284846 0.50957158 0.55212941] [ 0.78657719 0.54834669 0.41954463 0.26442519 0.39238207] [ 0.59855046 0.39656473 0.54007528 0.39547387 0.58340245] [ 0.56704195 0.65125419 0.35529322 0.46658688 0.4823638 ] [ 0.22814031 0.69359691 0.39736726 0.75907691 0.51113725] [ 0.3150841 0.52955974 0.52857707 0.51881598 0.56551945] [ 0.48847864 0.45196875 0.56542173 0.65951894 0.54475939] [ 0.79869732 0.33110447 0.58291813 0.36722631 0.43441314] [ 0.39777188 0.58017156 0.56983787 0.64822899 0.54138195] [ 0.62796876 0.55264582 0.62466739 0.50366283 0.44935149] [ 0.32717116 0.7336147 0.33765817 0.82442339 0.53789252] [ 0.5451971 0.39939133 0.59419452 0.31849428 0.4979784 ] [ 0.81614626 0.36110959 0.49593118 0.22391144 0.31323366] [ 0.56740373 0.42960351 0.67133011 0.35008572 0.44516002] [ 0.23429095 0.4701859 0.4827026 0.89740143 0.63048628] [ 0.59109004 0.42141847 0.30652437 0.51930987 0.45511159] [ 0.25028568 0.58288932 0.49095514 0.81827935 0.54166448] [ 0.30497175 0.52088357 0.43435396 0.8073336 0.47445361] [ 0.45065675 0.59061078 0.48288006 0.53268305 0.40732966] [ 0.4412394 0.51346625 0.53343173 0.61238522 0.40254329] [ 0.32548764 0.74171867 0.34687348 0.74437125 0.56430394] [ 0.6032922 0.43344824 0.51039808 0.62312169 0.32883273] [ 0.38182508 0.53892101 0.411236 0.75414848 0.46937713] [ 0.51043487 0.54319714 0.36179486 0.447072 0.45381446] [ 0.10690876 0.66242987 0.34941412 0.88736011 0.63198114] [ 0.82512399 0.53292374 0.46631277 0.24283791 0.43818468] [ 0.50522779 0.732895 0.33538735 0.70438946 0.49383831] [ 0.59195421 0.47329208 0.52193976 0.40682864 0.44868865] [ 0.17096544 0.58133541 0.48772298 0.79260139 0.58815325] [ 0.82039511 0.34179283 0.51907571 0.17995584 0.24544993] [ 0.19969933 0.7113068 0.31401179 0.76009637 0.44585027] [ 0.72180274 0.57563277 0.46489038 0.29546084 0.36975121] [ 0.60989273 0.50994281 0.41030337 0.36504873 0.42309584] [ 0.46173233 0.69848738 0.43617402 0.59599185 0.46231854] [ 0.3937967 0.5521667 0.39653031 0.68544507 0.35529165] [ 0.64500551 0.40635977 0.46362509 0.24102403 0.37263772] [ 0.28589026 0.57167699 0.52020713 0.77544293 0.60322796] [ 0.56185389 0.52830048 0.52480997 0.46271014 0.42801199] [ 0.44772721 0.41541318 0.51045928 0.77987011 0.5357938 ] [ 0.70953179 0.5936399 0.50503756 0.63235158 0.4071181 ] [ 0.72549802 0.38191094 0.67021533 0.64098084 0.29718489] [ 0.50577141 0.67730009 0.25706637 0.78877794 0.45774386] [ 0.61193936 0.41966039 0.35288622 0.35725501 0.42689898] [ 0.43313542 0.47096948 0.48952802 0.55011314 0.49416073] [ 0.72603692 0.41285159 0.63090795 0.33287005 0.42579445] [ 0.60671969 0.43361729 0.63495914 0.40156087 0.44456217] [ 0.85269969 0.37526698 0.63792075 0.23808158 0.41727745] [ 0.8330945 0.42547806 0.57005343 0.17240767 0.44291449] [ 0.66970376 0.49613409 0.43138333 0.54168717 0.4254108 ] [ 0.48317128 0.51918203 0.56153071 0.6475115 0.43329768] [ 0.61497357 0.5635441 0.48093193 0.53684283 0.37419986] [ 0.50416403 0.6152764 0.29964202 0.5152335 0.47404062] [ 0.47171289 0.38457718 0.59508502 0.42118516 0.54526867] [ 0.54985423 0.47626654 0.49226839 0.54936637 0.41387289] [ 0.61657176 0.36880569 0.55967325 0.72862588 0.46367388] [ 0.12431396 0.587509 0.45378283 0.91008262 0.58442492] [ 0.75357389 0.32144126 0.4994167 0.24473427 0.41261352] [ 0.3561335 0.51754225 0.58875158 0.73133338 0.54511613] [ 0.54788888 0.54926762 0.58908759 0.65290103 0.46164415] [ 0.55013242 0.52710691 0.39647401 0.50252368 0.40219777] [ 0.89768364 0.32531427 0.5502233 0.12638969 0.37503988] [ 0.53098607 0.48811966 0.42309015 0.51664767 0.45036228] [ 0.62069537 0.34704772 0.5345326 0.51760198 0.36691548] [ 0.68649049 0.45918344 0.49012015 0.66767758 0.45671726] [ 0.47646278 0.47648907 0.45387632 0.40260045 0.48689553] [ 0.19093797 0.61876553 0.46253543 0.70174037 0.48591138] [ 0.21668594 0.75774919 0.34798387 0.82734169 0.59062136] [ 0.58658691 0.4653893 0.29651037 0.34677554 0.40119955] [ 0.58084599 0.46156538 0.52841043 0.63097497 0.32876439] [ 0.64806288 0.41196674 0.54717199 0.71301072 0.47138609] [ 0.82850603 0.42608514 0.47792324 0.27848253 0.23861435] [ 0.27146439 0.50309274 0.35840439 0.84846483 0.52834164] [ 0.75947186 0.4628166 0.53462345 0.49343927 0.35186312] [ 0.25546781 0.6301954 0.4758496 0.80835278 0.46767578] [ 0.56704195 0.65125419 0.35529322 0.46658688 0.4823638 ] [ 0.52346793 0.52817121 0.38175401 0.33305552 0.39237419] [ 0.75095504 0.38844361 0.43833274 0.21441203 0.36024324] [ 0.19030864 0.58016743 0.4167821 0.75073047 0.62598115] [ 0.24983475 0.58481442 0.52774844 0.86055886 0.59586707] [ 0.55590682 0.5905664 0.46751618 0.49107959 0.40027582] [ 0.76487002 0.33672759 0.58412725 0.22732295 0.49169393] [ 0.50345708 0.5823045 0.37054341 0.53488128 0.47887347] [ 0.34167727 0.5166156 0.50733543 0.73834248 0.555626 ] Progress: 41.4% ... Training loss: 0.520 ... Validation loss: 0.865[ 0.71606906 0.46923714 0.52304409 0.4583702 0.42405341] [ 0.45483448 0.46042477 0.47594143 0.61964755 0.40281352] [ 0.74384323 0.42453316 0.5728363 0.24954356 0.46018558] [ 0.45132882 0.57363921 0.3464275 0.63530446 0.54817046] [ 0.52170794 0.56961808 0.44699965 0.36789657 0.48464102] [ 0.41648551 0.71259878 0.35762511 0.66964508 0.3672444 ] [ 0.40672982 0.59542776 0.44748524 0.70897498 0.61108756] [ 0.58939234 0.57376505 0.47047317 0.49749708 0.33651789] [ 0.5585104 0.4545055 0.49724147 0.27299872 0.41423056] [ 0.60358578 0.44386006 0.46293352 0.38284876 0.36757258] [ 0.43395501 0.69326491 0.40433417 0.71413194 0.41345185] [ 0.81264835 0.3301853 0.51576618 0.20546745 0.46588879] [ 0.66460567 0.61962755 0.37376154 0.54460748 0.46580921] [ 0.34805392 0.63828938 0.60469998 0.65295305 0.64926822] [ 0.27776497 0.48454361 0.36625869 0.75524835 0.47571831] [ 0.74083848 0.51456205 0.52971415 0.48569341 0.37891427] [ 0.38029093 0.45792747 0.63507551 0.37052182 0.54952701] [ 0.78315447 0.50382732 0.46751634 0.31217664 0.30491943] [ 0.84258455 0.40636858 0.54337954 0.2734478 0.39160469] [ 0.39365799 0.45309754 0.59513932 0.6109126 0.39624652] [ 0.47881165 0.53678534 0.51344978 0.41738644 0.44438695] [ 0.19862401 0.59801069 0.51886847 0.9271107 0.60393869] [ 0.28163105 0.53710114 0.56976996 0.65064068 0.41573788] [ 0.63696437 0.4430959 0.46452665 0.34660456 0.53772668] [ 0.62383339 0.48093768 0.64885803 0.71963879 0.42584433] [ 0.23125732 0.58118778 0.49404986 0.76218776 0.48896842] [ 0.16886209 0.62593006 0.45816068 0.90424661 0.49366433] [ 0.61210942 0.46352511 0.54254094 0.44861467 0.37248726] [ 0.34624134 0.68632913 0.28190982 0.703081 0.40062623] [ 0.57540878 0.45758893 0.57921716 0.30681542 0.6078662 ] [ 0.41466382 0.63040276 0.45296843 0.59048656 0.48733102] [ 0.65211053 0.56570476 0.5322271 0.59293991 0.32751434] [ 0.24746129 0.53961768 0.50956427 0.90431036 0.60138001] [ 0.38787812 0.54799025 0.48774399 0.65264633 0.49202505] [ 0.25601706 0.56215412 0.60039341 0.67053467 0.54770948] [ 0.68827446 0.47105977 0.48719791 0.27027602 0.47007358] [ 0.56772985 0.6176656 0.34034971 0.46355417 0.47216412] [ 0.27776497 0.48454361 0.36625869 0.75524835 0.47571831] [ 0.69648819 0.41695975 0.62064744 0.31832489 0.45618445] [ 0.41246468 0.52672379 0.28656828 0.68821629 0.42779688] [ 0.68797971 0.47451519 0.48092999 0.27935658 0.44024012] [ 0.2615026 0.56129791 0.45257213 0.84437851 0.52230885] [ 0.60825475 0.61809126 0.61697073 0.45653855 0.41670336] [ 0.84563475 0.44917488 0.64665365 0.21749656 0.45580044] [ 0.31510533 0.56159089 0.46567777 0.72837879 0.5868465 ] [ 0.63716171 0.46604 0.60160157 0.54126926 0.39626949] [ 0.54198783 0.52976707 0.40643297 0.31209964 0.40860419] [ 0.62069265 0.56905218 0.43074513 0.55361992 0.36740365] [ 0.663917 0.61826261 0.49114684 0.57962753 0.31849396] [ 0.61561525 0.35769237 0.49388095 0.2369815 0.426757 ] [ 0.31792007 0.53545549 0.53440214 0.78864552 0.58128819] [ 0.28280637 0.56846383 0.59609127 0.73539053 0.66392372] [ 0.71417998 0.43069631 0.6118481 0.51611809 0.40712524] [ 0.36221722 0.68832654 0.36466475 0.71369897 0.40518093] [ 0.82774484 0.35060467 0.49479371 0.20680699 0.39370585] [ 0.85827305 0.44184499 0.58307962 0.12600141 0.42604646] [ 0.67757351 0.36275319 0.39770431 0.26197524 0.34861754] [ 0.62024142 0.52272486 0.50257355 0.39682417 0.43837035] [ 0.47205243 0.50726815 0.52119315 0.34341049 0.51425825] [ 0.63204463 0.42126101 0.65665174 0.23215108 0.3417407 ] [ 0.64546584 0.54908847 0.37954603 0.4185648 0.36496995] [ 0.77132315 0.38292763 0.46028875 0.1403058 0.27317943] [ 0.67619162 0.42213603 0.40937109 0.35454883 0.54350573] [ 0.71923534 0.57401594 0.36505401 0.72032036 0.46404629] [ 0.10352302 0.74215696 0.41003597 0.82110506 0.5711587 ] [ 0.44155932 0.44722455 0.58544645 0.63833611 0.44425256] [ 0.82077608 0.47935279 0.59050663 0.14552207 0.45923944] [ 0.22615638 0.5956482 0.46823068 0.82446481 0.57574648] [ 0.47258833 0.55173358 0.52494116 0.4763985 0.35541392] [ 0.72480399 0.4355962 0.33566096 0.24416749 0.30483584] [ 0.47402641 0.56335683 0.53382134 0.50873791 0.49766624] [ 0.80464197 0.41579994 0.41536822 0.42967279 0.4835054 ] [ 0.50541596 0.64057471 0.49571603 0.58394565 0.36369809] [ 0.40647164 0.55611954 0.53690019 0.38972061 0.69885319] [ 0.24551945 0.50889495 0.49947589 0.7409421 0.74141921] [ 0.50781106 0.52571114 0.47095803 0.60056543 0.39056824] [ 0.69845144 0.48900476 0.46121957 0.30397012 0.41878286] [ 0.23523702 0.59245853 0.54888076 0.78164313 0.63753065] [ 0.70893288 0.47749558 0.53206136 0.2378942 0.44193499] [ 0.46742786 0.4611709 0.63917265 0.5914312 0.3919051 ] [ 0.59251802 0.47313522 0.52199888 0.40643799 0.44863519] [ 0.35988032 0.65347773 0.43388419 0.8576851 0.49816192] [ 0.73423595 0.38081168 0.63252779 0.51375344 0.43500606] [ 0.60951301 0.5423344 0.52006225 0.5059099 0.49184903] [ 0.32204378 0.6590748 0.34961419 0.74828982 0.59451881] [ 0.39620583 0.59680158 0.49344466 0.69705456 0.41826188] [ 0.67085097 0.51204538 0.50031183 0.52188064 0.52039755] [ 0.29572412 0.578135 0.39988156 0.53934333 0.53001509] [ 0.81369535 0.61040871 0.4843896 0.45305685 0.36014676] [ 0.24370787 0.53992103 0.50180903 0.88273062 0.62276367] [ 0.68788232 0.45815781 0.47211404 0.49590279 0.52568358] [ 0.45429586 0.53639447 0.33587538 0.60416288 0.5602606 ] [ 0.68499367 0.41394337 0.5918484 0.50377699 0.37978628] [ 0.37839385 0.60008714 0.45568606 0.81285445 0.4987909 ] [ 0.32057149 0.50094175 0.36327082 0.85964233 0.39943375] [ 0.52962368 0.52028543 0.55257504 0.73590921 0.42673636] [ 0.67904934 0.60935953 0.37671364 0.61469723 0.36287397] [ 0.38110787 0.50957367 0.45660372 0.66449038 0.38378104] [ 0.48155047 0.34927931 0.49966445 0.61930303 0.41692267] [ 0.84390899 0.3563841 0.60644158 0.22478816 0.39301354] [ 0.65030828 0.46173397 0.46851488 0.25871717 0.47456489] [ 0.35747012 0.52873752 0.48918825 0.67740875 0.40192679] [ 0.44671933 0.55721624 0.48113931 0.75052723 0.46679378] [ 0.81570867 0.40181545 0.50221827 0.11952414 0.31444248] [ 0.68044552 0.41674761 0.46669812 0.44966497 0.35714642] [ 0.21239964 0.64096095 0.49081479 0.87922895 0.57447808] [ 0.51889395 0.38435287 0.54027252 0.68861972 0.36219917] [ 0.75687181 0.495583 0.52381927 0.58019975 0.38126522] [ 0.2272134 0.52921341 0.4255101 0.85734342 0.46969348] [ 0.39891348 0.6227246 0.36702386 0.77113703 0.3989609 ] [ 0.78994839 0.48587969 0.36635556 0.28728712 0.39886323] [ 0.28801535 0.59200035 0.4965921 0.8611274 0.55408134] [ 0.5507254 0.48793877 0.43800256 0.5181838 0.57947327] [ 0.73171898 0.44628344 0.42695818 0.25199034 0.21381358] [ 0.49473657 0.50417927 0.54961668 0.46635189 0.52300104] [ 0.33720328 0.68595671 0.41944313 0.79883822 0.56376886] [ 0.6193409 0.45766467 0.59525522 0.33638829 0.35713819] [ 0.60273979 0.45832382 0.55451506 0.33297767 0.46707702] [ 0.57784653 0.50469209 0.4411566 0.36747787 0.41565281] [ 0.63885862 0.38000457 0.45633684 0.32714129 0.36714868] [ 0.72218161 0.51567484 0.61129551 0.42222885 0.43704901] [ 0.84838788 0.49150329 0.50139018 0.23537674 0.40384173] [ 0.53384572 0.47262124 0.6584822 0.49446313 0.45785808] [ 0.85411633 0.336919 0.5602268 0.24956187 0.28303045] [ 0.67477334 0.67506797 0.33859837 0.60496443 0.49531288] [ 0.73918285 0.33211044 0.52694438 0.40653793 0.51904814] [ 0.60985806 0.52903911 0.45598464 0.36509363 0.53983785] [ 0.36312789 0.57022589 0.51066266 0.62934319 0.6768628 ] Progress: 41.5% ... Training loss: 0.520 ... Validation loss: 0.864[ 0.45460816 0.5077897 0.5810154 0.59236176 0.64109545] [ 0.65079246 0.47984108 0.38782311 0.2906535 0.36632194] [ 0.3804515 0.4763215 0.46495322 0.75995538 0.42310485] [ 0.55315728 0.51549119 0.48668029 0.63445757 0.37117259] [ 0.22452767 0.59612181 0.35217264 0.86261013 0.56501492] [ 0.53985156 0.50516348 0.39223618 0.66750442 0.28889531] [ 0.30431118 0.69622894 0.4138897 0.8116367 0.4631637 ] [ 0.64215408 0.50265213 0.4328856 0.44396236 0.47528821] [ 0.37019717 0.50193173 0.50145804 0.69990408 0.34852197] [ 0.83302054 0.29290832 0.54278146 0.13762441 0.43452808] [ 0.48406503 0.61688671 0.49897268 0.55718248 0.59981702] [ 0.73254742 0.4446453 0.53232226 0.41734962 0.35718351] [ 0.50166137 0.4697123 0.51933396 0.50239858 0.51457643] [ 0.28460908 0.55093648 0.33236365 0.81927201 0.47284597] [ 0.64861266 0.46434732 0.5433776 0.39715031 0.52939346] [ 0.81453911 0.35963841 0.61464677 0.15300678 0.46060568] [ 0.60878359 0.36166562 0.49844531 0.25086912 0.37051935] [ 0.46521541 0.5422117 0.48068389 0.54772721 0.412024 ] [ 0.56080843 0.55916284 0.49246008 0.24905889 0.37570628] [ 0.73728641 0.51169548 0.38789977 0.41512357 0.4519472 ] [ 0.49914238 0.52685522 0.50991549 0.71855665 0.41022085] [ 0.4806561 0.41429325 0.60502997 0.66672441 0.50991632] [ 0.25049415 0.62559567 0.40838531 0.64599416 0.51612408] [ 0.66783914 0.39223737 0.55399751 0.56740234 0.32880425] [ 0.73931055 0.5254259 0.530114 0.28617541 0.35157819] [ 0.67684214 0.52585693 0.53123214 0.41024585 0.50029837] [ 0.2945177 0.66814109 0.40382733 0.76736107 0.50318849] [ 0.65103878 0.53926454 0.36319008 0.51160154 0.47977811] [ 0.54981821 0.63329031 0.45088052 0.57642723 0.46274741] [ 0.85470275 0.43605739 0.54904042 0.16985909 0.39056478] [ 0.70360561 0.50375175 0.41823011 0.29604517 0.32259522] [ 0.71794499 0.41217594 0.48931367 0.41464357 0.35325195] [ 0.55159897 0.46885953 0.51337476 0.43061543 0.41516228] [ 0.62038354 0.39000629 0.63761331 0.61814662 0.4681206 ] [ 0.70851846 0.5882522 0.55042875 0.54848913 0.40324791] [ 0.49857959 0.66099966 0.45830771 0.56421122 0.65669658] [ 0.79261322 0.31843099 0.57738363 0.31076049 0.46337411] [ 0.86980374 0.49005822 0.47865205 0.3304964 0.36502402] [ 0.36135072 0.47019124 0.46177848 0.64548343 0.53327932] [ 0.66170224 0.6352444 0.38170503 0.59129255 0.41433745] [ 0.49948366 0.42156216 0.45740189 0.32828101 0.52120278] [ 0.42304458 0.62717386 0.47748689 0.75543157 0.53538701] [ 0.47722201 0.64484194 0.5612483 0.67669642 0.44799807] [ 0.78397932 0.51638913 0.51053003 0.22761218 0.35868799] [ 0.78711004 0.3902826 0.57919435 0.14816304 0.46389134] [ 0.49372992 0.61971086 0.38153113 0.78902781 0.48635806] [ 0.81937345 0.43149247 0.55149288 0.22351653 0.41338232] [ 0.7432593 0.45411929 0.54276172 0.23648716 0.47188312] [ 0.68406885 0.42069214 0.52691198 0.43276662 0.44038834] [ 0.57252754 0.51897848 0.55880904 0.4111062 0.47891437] [ 0.40936987 0.50844375 0.44814908 0.53113394 0.60820067] [ 0.60414394 0.47384245 0.65986941 0.59960232 0.49750545] [ 0.63885444 0.55310296 0.35588506 0.61183852 0.54231651] [ 0.29455384 0.58346893 0.4264506 0.72684961 0.65856686] [ 0.35616506 0.7620703 0.34758058 0.70567173 0.43081068] [ 0.8503221 0.41386897 0.57301271 0.17276954 0.37723001] [ 0.35171358 0.54190316 0.50810491 0.87392795 0.57799643] [ 0.35230316 0.6156931 0.45815626 0.65278325 0.52763787] [ 0.69949976 0.6338072 0.35992841 0.53086574 0.34414598] [ 0.52288982 0.51621369 0.6787199 0.65560386 0.48422161] [ 0.60474728 0.49351744 0.49738089 0.4182127 0.53825074] [ 0.63298261 0.46280812 0.53522694 0.61163884 0.35047967] [ 0.44962823 0.61135839 0.30904486 0.69910511 0.35553101] [ 0.20935546 0.50875874 0.36811647 0.8782107 0.60396709] [ 0.23949791 0.70142481 0.31552809 0.85416639 0.44549342] [ 0.40476209 0.55529234 0.49494637 0.79873113 0.45504386] [ 0.5624185 0.51851373 0.4602301 0.76913806 0.35702643] [ 0.24629737 0.49706221 0.42653657 0.81665247 0.63410752] [ 0.78860291 0.41496979 0.44541045 0.22410663 0.31293827] [ 0.85905875 0.42267128 0.41251123 0.28867355 0.37788881] [ 0.60555099 0.39161432 0.51444789 0.5391701 0.40008105] [ 0.36921329 0.56256815 0.42755124 0.72410884 0.58724562] [ 0.53425597 0.44789658 0.59053963 0.58898523 0.35074803] [ 0.3985418 0.58636594 0.62375412 0.58652608 0.51521465] [ 0.23394043 0.67940543 0.41349805 0.67427245 0.47494132] [ 0.63509332 0.47261911 0.57774958 0.32498594 0.46665477] [ 0.50395825 0.44581352 0.47768671 0.44541102 0.44451104] [ 0.66668793 0.33711438 0.58091415 0.40436765 0.45631753] [ 0.71004869 0.42244944 0.65519358 0.259221 0.49173362] [ 0.5421403 0.53653563 0.4000546 0.41763727 0.49486968] [ 0.69833398 0.46322668 0.47312552 0.3125131 0.51660192] [ 0.49466452 0.50763664 0.56419799 0.55862886 0.42957971] [ 0.51292063 0.5568348 0.53019332 0.39773756 0.54919335] [ 0.37486162 0.53033919 0.42467878 0.651319 0.63951728] [ 0.67330286 0.38402267 0.5027991 0.57809253 0.31692253] [ 0.85828321 0.34709168 0.57013257 0.12006237 0.30370196] [ 0.59130655 0.42632562 0.29258774 0.60114837 0.37676219] [ 0.22505267 0.64259339 0.48925577 0.80083656 0.4525122 ] [ 0.36327901 0.6851845 0.32474608 0.82222149 0.44487818] [ 0.58976882 0.39649785 0.36461975 0.43215528 0.34669335] [ 0.80276499 0.44256482 0.58630581 0.34612841 0.4008035 ] [ 0.52576145 0.55011926 0.42838655 0.77713681 0.37817727] [ 0.51225908 0.62873686 0.40100067 0.40207174 0.41433447] [ 0.45248948 0.54267481 0.53183465 0.74282 0.36851708] [ 0.38750473 0.48580097 0.51788264 0.65344991 0.61840202] [ 0.26176337 0.69556116 0.34991551 0.70980538 0.50360271] [ 0.42458635 0.50468413 0.35272844 0.75578937 0.3010354 ] [ 0.74069714 0.49124372 0.5753626 0.26641772 0.53255751] [ 0.87429653 0.31331933 0.48465318 0.1798206 0.41799814] [ 0.46561336 0.47243502 0.54574583 0.53905888 0.5652409 ] [ 0.7122399 0.65792486 0.4555057 0.62408003 0.43378066] [ 0.67896078 0.4013775 0.64819177 0.36863092 0.38859267] [ 0.51256928 0.44313088 0.54443615 0.55714031 0.61008649] [ 0.64105771 0.52463999 0.44920703 0.47904176 0.44551671] [ 0.52470289 0.58518552 0.45214812 0.61851711 0.36972428] [ 0.23390052 0.53881891 0.41333125 0.80804376 0.66358223] [ 0.60393682 0.51144143 0.46849517 0.47554688 0.42806644] [ 0.67592229 0.51056572 0.50458109 0.45278075 0.495167 ] [ 0.69477129 0.59145636 0.45558922 0.53280265 0.35575249] [ 0.51500547 0.45763864 0.40006783 0.55040757 0.47702599] [ 0.54433659 0.54756163 0.43363007 0.70726239 0.50267807] [ 0.60092754 0.45914243 0.50540289 0.32945689 0.50157259] [ 0.16054344 0.67163388 0.36842826 0.8605825 0.43001986] [ 0.51784873 0.47545455 0.47208031 0.47164983 0.3971149 ] [ 0.76507174 0.36099341 0.53549077 0.5281562 0.32945282] [ 0.57933852 0.44764725 0.5660608 0.39013127 0.52040469] [ 0.82820931 0.4142124 0.63629514 0.20832357 0.47399399] [ 0.23374342 0.74649958 0.29365587 0.76867121 0.50843568] [ 0.53180172 0.54160667 0.45730623 0.60423875 0.33810174] [ 0.14663889 0.57289481 0.44698547 0.77574444 0.61558985] [ 0.73806397 0.50714657 0.57229081 0.5072126 0.4123174 ] [ 0.43768319 0.48709255 0.59204235 0.36696501 0.59477193] [ 0.3765376 0.41143292 0.47975867 0.79971895 0.42519876] [ 0.40424976 0.62927236 0.4790345 0.64762429 0.59733714] [ 0.27280123 0.60201481 0.46040615 0.68954259 0.45975381] [ 0.70788836 0.47818992 0.53177571 0.23833655 0.44217682] [ 0.62128465 0.38737277 0.61532365 0.39729383 0.37994142] [ 0.30843367 0.39779838 0.52453596 0.87757129 0.60985785] Progress: 41.5% ... Training loss: 0.520 ... Validation loss: 0.861[ 0.37718486 0.61973355 0.39466242 0.64507245 0.4416557 ] [ 0.74097679 0.35193252 0.63872529 0.53352817 0.39505883] [ 0.65310981 0.59233702 0.59265425 0.44462767 0.53197146] [ 0.73928716 0.32402222 0.50806565 0.36663499 0.48189367] [ 0.5805965 0.44196821 0.44484618 0.3553685 0.50958581] [ 0.43851194 0.47435554 0.59630578 0.3672874 0.51993038] [ 0.11513434 0.57960234 0.41966687 0.83836783 0.5993345 ] [ 0.229267 0.43432624 0.40815845 0.77141021 0.52948662] [ 0.64574612 0.53700539 0.54114195 0.45797023 0.50495639] [ 0.59487168 0.39786763 0.43160105 0.44906476 0.53406112] [ 0.40280055 0.4960882 0.45274397 0.61322666 0.4388415 ] [ 0.32783603 0.57343729 0.40911036 0.7764132 0.49469488] [ 0.42623952 0.46473053 0.5879347 0.62769064 0.58791991] [ 0.77327641 0.55147003 0.4827673 0.57356212 0.38243523] [ 0.49130779 0.57919918 0.5484605 0.82320862 0.49808607] [ 0.63430479 0.56221505 0.44957649 0.46886699 0.60368529] [ 0.42708197 0.44930064 0.42977893 0.63249967 0.39482455] [ 0.72013613 0.336121 0.4876572 0.46068645 0.29252281] [ 0.46426634 0.62660457 0.30762089 0.69893804 0.50225749] [ 0.32557444 0.50466002 0.55849028 0.5597217 0.5501162 ] [ 0.4488305 0.40674801 0.39222543 0.55083805 0.51392623] [ 0.72601787 0.32041963 0.66709214 0.3789197 0.31486895] [ 0.66246851 0.41157447 0.64234355 0.46471327 0.46203025] [ 0.46239853 0.47887359 0.60083794 0.48718173 0.55851566] [ 0.64025662 0.51050866 0.4778134 0.3945308 0.36650032] [ 0.64743908 0.43357511 0.59057805 0.48206656 0.42838853] [ 0.47206096 0.55288446 0.43573896 0.52610891 0.43391255] [ 0.45994393 0.49835529 0.47375521 0.53797392 0.46449 ] [ 0.31112331 0.5238722 0.48113949 0.89259673 0.60407851] [ 0.63430316 0.6521275 0.34872433 0.58300409 0.4189883 ] [ 0.6862193 0.35113292 0.65023259 0.47771183 0.35272389] [ 0.45425636 0.43763609 0.47874459 0.77121125 0.50831462] [ 0.81630697 0.45366983 0.59483115 0.30138834 0.45003261] [ 0.6308317 0.50439041 0.6203007 0.35453125 0.42853076] [ 0.65067598 0.36689749 0.53481943 0.29365389 0.48187094] [ 0.31563662 0.65807512 0.51669671 0.69345234 0.50278624] [ 0.19812615 0.60142992 0.37536134 0.80945815 0.52727385] [ 0.55022244 0.47869608 0.51556049 0.40623981 0.46375794] [ 0.73480964 0.39275983 0.5874041 0.4489621 0.43900234] [ 0.2798771 0.59335309 0.44013994 0.79662005 0.58306221] [ 0.61370711 0.3586469 0.49343135 0.23771469 0.4271035 ] [ 0.57270802 0.48574284 0.40712953 0.57052923 0.40667387] [ 0.16069379 0.69201166 0.42081482 0.71300917 0.51495523] [ 0.39905113 0.54880554 0.48483551 0.68634866 0.347676 ] [ 0.5031442 0.63652542 0.52808233 0.74052951 0.54908415] [ 0.55237346 0.60814104 0.40150062 0.37506526 0.35255861] [ 0.72701677 0.46435385 0.50357987 0.36566815 0.42756051] [ 0.51347851 0.6282365 0.28103773 0.68347325 0.35810542] [ 0.84377139 0.40845403 0.59266382 0.15529004 0.38787808] [ 0.70546249 0.43707165 0.49886153 0.435108 0.36183336] [ 0.55310003 0.45624401 0.48041782 0.77655622 0.42776409] [ 0.72232606 0.27228145 0.69999424 0.20504643 0.46245974] [ 0.3440356 0.54118395 0.55492803 0.66174298 0.49871794] [ 0.33909026 0.74726073 0.32085742 0.71204165 0.45696867] [ 0.9095788 0.47210568 0.49957189 0.21379122 0.3131951 ] [ 0.3772813 0.53052683 0.37842224 0.53851146 0.53672966] [ 0.37922394 0.63580758 0.56596483 0.60452197 0.53998476] [ 0.47978107 0.53288597 0.45017628 0.65968628 0.58683056] [ 0.42636122 0.39626124 0.59006811 0.77817144 0.51534607] [ 0.69347645 0.48307526 0.42025836 0.31641647 0.42837799] [ 0.64208362 0.58641888 0.49549557 0.53288703 0.33942897] [ 0.40942989 0.5370512 0.51628999 0.57458645 0.5052251 ] [ 0.37775028 0.56200337 0.50644595 0.77239126 0.6238671 ] [ 0.54427324 0.52947997 0.52371223 0.47438869 0.40429965] [ 0.65263771 0.29436649 0.59933643 0.62788193 0.42225074] [ 0.7694459 0.4738868 0.66918528 0.3976679 0.31922496] [ 0.56106852 0.48875531 0.54996076 0.67606427 0.35156631] [ 0.3658386 0.71106836 0.39717604 0.75533452 0.48876376] [ 0.74761377 0.36974161 0.42875983 0.24067164 0.40997553] [ 0.70404456 0.45934892 0.37216797 0.41899091 0.32988285] [ 0.32802282 0.66640857 0.4444171 0.7200121 0.37799556] [ 0.80577239 0.3221861 0.4078458 0.26021915 0.28916972] [ 0.67439642 0.48362487 0.58678854 0.22122725 0.53146725] [ 0.42596831 0.59506049 0.50079339 0.75766523 0.61863445] [ 0.75514647 0.36451763 0.64765092 0.42425889 0.38270407] [ 0.90576341 0.40778506 0.50963309 0.17203615 0.29439114] [ 0.57584875 0.59441315 0.50385716 0.48425897 0.40349 ] [ 0.65165573 0.61136823 0.48912054 0.62633109 0.46633664] [ 0.40009814 0.57542844 0.51180397 0.63414946 0.42720433] [ 0.67673202 0.5259207 0.5312007 0.41025881 0.50032365] [ 0.42661498 0.52604667 0.43457384 0.40178593 0.50038988] [ 0.73236601 0.35489374 0.56004617 0.18193289 0.48535952] [ 0.65089498 0.53677016 0.49572137 0.352935 0.43637543] [ 0.6126465 0.35831565 0.5273399 0.31711503 0.44629511] [ 0.81901258 0.35501069 0.43594138 0.23180352 0.31961327] [ 0.78544422 0.43646291 0.63396823 0.2910679 0.32405115] [ 0.39669842 0.59669266 0.49348734 0.69688622 0.41824606] [ 0.21953376 0.76324372 0.34978841 0.79344956 0.5659904 ] [ 0.25423882 0.59168682 0.34191614 0.82821718 0.53489817] [ 0.17882131 0.55898479 0.49847115 0.86334513 0.54271642] [ 0.42946554 0.53329273 0.33967857 0.56862956 0.51557667] [ 0.57494957 0.51379497 0.43523394 0.47847123 0.48250088] [ 0.5031772 0.52141936 0.53749892 0.3663248 0.5876484 ] [ 0.67802312 0.47118505 0.61461675 0.25178316 0.58796554] [ 0.79716094 0.34015931 0.62557079 0.23674784 0.42685438] [ 0.53963487 0.44379069 0.54317795 0.44757116 0.62983258] [ 0.64349587 0.39486463 0.68732501 0.51371869 0.43051823] [ 0.63023304 0.52177887 0.40302499 0.5060986 0.49114509] [ 0.5645828 0.41635303 0.56641271 0.28019131 0.5935556 ] [ 0.4911702 0.59031613 0.36319454 0.53388995 0.40676372] [ 0.83753888 0.42978785 0.52496077 0.26641586 0.33111144] [ 0.56289807 0.57252935 0.49890839 0.58442995 0.50351531] [ 0.46426634 0.62660457 0.30762089 0.69893804 0.50225749] [ 0.47410127 0.53061205 0.52584432 0.69969542 0.49590697] [ 0.73233744 0.37818448 0.58221308 0.24957921 0.41019782] [ 0.80179946 0.45644485 0.59522926 0.3908099 0.36482483] [ 0.31788987 0.50249296 0.39968807 0.5496452 0.36856256] [ 0.33463889 0.54060583 0.54171778 0.46936576 0.759247 ] [ 0.21945436 0.67466743 0.36865546 0.73975589 0.49990379] [ 0.49445159 0.47619726 0.38603788 0.48701611 0.50776913] [ 0.54969781 0.53571612 0.47820107 0.58347854 0.4306639 ] [ 0.67071305 0.54685323 0.43287199 0.34435164 0.42514093] [ 0.3480808 0.49037729 0.41417894 0.87751917 0.62763923] [ 0.65072697 0.39308603 0.50020847 0.72265189 0.44778895] [ 0.51831733 0.40085318 0.60980251 0.48163342 0.47554362] [ 0.44899215 0.69016579 0.43634388 0.64291455 0.51471754] [ 0.29500365 0.73767828 0.39236443 0.81174862 0.49311845] [ 0.76413565 0.5123823 0.38196484 0.33289086 0.30505788] [ 0.21361791 0.65631457 0.51591756 0.89469051 0.51615365] [ 0.44945873 0.48369607 0.62082252 0.65076553 0.50243538] [ 0.74796582 0.55897068 0.38778607 0.46494659 0.37476223] [ 0.32518717 0.51640523 0.44557258 0.68230978 0.40404947] [ 0.90152491 0.3750646 0.55846697 0.13091026 0.38145972] [ 0.79367814 0.32838129 0.52438059 0.28437394 0.50379632] [ 0.65175363 0.47532295 0.55006856 0.60303599 0.40413571] [ 0.59346287 0.53757638 0.42443406 0.62858045 0.48990035] [ 0.10269762 0.56846493 0.50219327 0.86942601 0.60896926] [ 0.5525299 0.5316297 0.33906929 0.40716598 0.35005951] Progress: 41.5% ... Training loss: 0.519 ... Validation loss: 0.857[ 0.85298134 0.40681389 0.43014839 0.1756075 0.26777715] [ 0.67239897 0.44051865 0.53147988 0.35281211 0.57984727] [ 0.40707782 0.6927918 0.47570142 0.77072389 0.58721521] [ 0.81912241 0.34298446 0.5185026 0.1805295 0.24578362] [ 0.577576 0.56339823 0.53970235 0.44833603 0.34346031] [ 0.67283391 0.44855762 0.5319369 0.41181439 0.37622831] [ 0.27126418 0.68586854 0.43598878 0.82295556 0.52025867] [ 0.78163238 0.46485943 0.47505233 0.3003557 0.40242479] [ 0.83790362 0.36757077 0.65107211 0.16937605 0.40273112] [ 0.52019218 0.43934168 0.58355271 0.60837131 0.46226398] [ 0.65516011 0.53463741 0.47802688 0.36050884 0.44743483] [ 0.38309911 0.55257086 0.48617844 0.78123576 0.40343686] [ 0.45588528 0.71868116 0.33202687 0.78600572 0.30432962] [ 0.32702399 0.53463221 0.43970104 0.82317036 0.39340336] [ 0.54248231 0.64571404 0.43202825 0.64452246 0.43115789] [ 0.52660399 0.55707674 0.5528651 0.54495482 0.48773412] [ 0.46580994 0.47467062 0.68195972 0.78242371 0.47855943] [ 0.32724926 0.62681705 0.58613493 0.69421347 0.64740521] [ 0.30411394 0.7197053 0.33290458 0.66152529 0.47317358] [ 0.35186319 0.5406158 0.52259916 0.39477872 0.66241632] [ 0.86523843 0.34643993 0.56013856 0.17221627 0.38816169] [ 0.5697926 0.51677452 0.35736299 0.64443569 0.40158609] [ 0.42068909 0.4479033 0.62224005 0.57617993 0.54124772] [ 0.22366359 0.64113897 0.35589976 0.83581098 0.38262318] [ 0.61471926 0.61513795 0.33056842 0.44427086 0.35308838] [ 0.33598252 0.65136442 0.36054719 0.68978507 0.45992501] [ 0.55311137 0.49160845 0.48219426 0.52036767 0.4405593 ] [ 0.55452545 0.56316321 0.46689238 0.74573543 0.35954058] [ 0.54764838 0.44494332 0.58217494 0.45889038 0.29562446] [ 0.91358326 0.37066682 0.61939634 0.12414968 0.28274011] [ 0.2430958 0.70065866 0.38027647 0.79110055 0.4290271 ] [ 0.46028061 0.38454293 0.5442993 0.80444239 0.50416123] [ 0.60165543 0.45905806 0.5542004 0.33349869 0.46734491] [ 0.5631058 0.41923013 0.4424947 0.2991477 0.55320833] [ 0.7944936 0.35763387 0.63477686 0.1677526 0.3079471 ] [ 0.4047511 0.32352883 0.51333313 0.65727968 0.4640956 ] [ 0.85093097 0.38082038 0.49119826 0.11945454 0.34008751] [ 0.48137673 0.48129577 0.49207262 0.51597382 0.61640463] [ 0.37591339 0.57506655 0.48903323 0.66197466 0.32437665] [ 0.77024763 0.49681204 0.56427756 0.23909372 0.45771031] [ 0.58248727 0.27266354 0.56215235 0.26086362 0.58617384] [ 0.70386352 0.31278324 0.5465212 0.31970681 0.47898976] [ 0.62097687 0.39078923 0.60796243 0.5987049 0.44298613] [ 0.47062622 0.50800769 0.52086271 0.34414448 0.51452307] [ 0.15184381 0.6320557 0.33887092 0.77953066 0.5209128 ] [ 0.72493095 0.48813078 0.43408065 0.26088387 0.29609564] [ 0.67647294 0.46062401 0.46528481 0.47707555 0.50579191] [ 0.6896297 0.34343879 0.65677649 0.49761764 0.47018305] [ 0.76295332 0.55504835 0.45807001 0.45827055 0.36693274] [ 0.44157647 0.4214044 0.56297188 0.74647111 0.4396876 ] [ 0.45256074 0.46025097 0.36276123 0.53146513 0.45734561] [ 0.5631442 0.30528135 0.66297673 0.67999485 0.46970489] [ 0.62389694 0.63007745 0.38901666 0.47883834 0.37003758] [ 0.61960247 0.37371201 0.51921786 0.30954435 0.39324896] [ 0.75001985 0.51155961 0.43902625 0.22006576 0.38291745] [ 0.49656698 0.61350399 0.35205672 0.60749649 0.39086997] [ 0.52173191 0.58870589 0.64996218 0.40265065 0.57497693] [ 0.64860224 0.54951555 0.40797184 0.52366724 0.40651252] [ 0.40211731 0.68688492 0.35105958 0.76464372 0.46413005] [ 0.65757549 0.45136176 0.411999 0.3270254 0.37461754] [ 0.54840564 0.55051124 0.44173756 0.59870643 0.35560682] [ 0.34916224 0.63591676 0.45645946 0.72995288 0.53099486] [ 0.43924613 0.43667727 0.47398579 0.86623634 0.42297445] [ 0.69083668 0.60757522 0.45615232 0.44350438 0.37897851] [ 0.74286272 0.32959194 0.58848271 0.46577303 0.46433605] [ 0.68425386 0.54094221 0.41578449 0.33196814 0.25961472] [ 0.72125021 0.46208927 0.49950524 0.2224253 0.51276015] [ 0.55938183 0.494978 0.3671523 0.58712237 0.40311029] [ 0.24512054 0.64469586 0.54144791 0.63521156 0.66872673] [ 0.72007127 0.30992031 0.44263584 0.61547387 0.39216982] [ 0.11478744 0.58004994 0.41949367 0.83861124 0.59950908] [ 0.8031806 0.4196861 0.47839753 0.45389873 0.38882025] [ 0.56161426 0.46366729 0.54309524 0.37147172 0.34647525] [ 0.60434262 0.44316937 0.42406732 0.70012431 0.40199213] [ 0.41890586 0.54031875 0.52503228 0.75694309 0.56281375] [ 0.64104345 0.40154738 0.42246134 0.41827535 0.39490846] [ 0.84150553 0.34635089 0.61696066 0.21910257 0.46172509] [ 0.35549169 0.58093745 0.35164245 0.64367041 0.49744707] [ 0.6719657 0.38829199 0.52698893 0.29797402 0.45276826] [ 0.82747416 0.49666242 0.63438548 0.31406749 0.37416671] [ 0.7839633 0.43458959 0.58506954 0.16083072 0.39973199] [ 0.79805832 0.41794348 0.5286078 0.39537152 0.41249461] [ 0.47305261 0.51896725 0.4399771 0.59386826 0.41053246] [ 0.58130917 0.50920792 0.39163084 0.5591812 0.46160942] [ 0.36111504 0.65954916 0.46507235 0.60900171 0.37209883] [ 0.79756195 0.3497543 0.56455917 0.28711694 0.32435067] [ 0.439967 0.52483786 0.35942022 0.64183639 0.44726326] [ 0.86749986 0.35993631 0.5683505 0.25701926 0.33271706] [ 0.71139153 0.44054189 0.34308091 0.41458952 0.40114064] [ 0.456222 0.50925463 0.50303938 0.46330025 0.47975171] [ 0.63924087 0.35137811 0.66258096 0.53588833 0.49442375] [ 0.21561757 0.67097385 0.53232854 0.73384091 0.63208482] [ 0.61135415 0.46626585 0.41561857 0.44767059 0.32182224] [ 0.70755602 0.45262737 0.57885625 0.5077759 0.4398103 ] [ 0.46427831 0.45022467 0.53148896 0.85363893 0.54743944] [ 0.51843163 0.55493666 0.37721058 0.51958308 0.42542426] [ 0.63096506 0.40479963 0.51804818 0.57287743 0.36394915] [ 0.49653989 0.50082073 0.55323474 0.63511591 0.37892845] [ 0.35381627 0.36129969 0.50972232 0.59890099 0.64675917] [ 0.34488126 0.65006441 0.45922756 0.71559516 0.5441838 ] [ 0.75214957 0.48393913 0.42209094 0.42175914 0.49011921] [ 0.62374766 0.51622052 0.44435962 0.40131461 0.46175824] [ 0.17995137 0.56042112 0.58812673 0.81216834 0.6216783 ] [ 0.79049401 0.29488676 0.46755913 0.30991614 0.46843431] [ 0.66012231 0.43363504 0.63597478 0.66413678 0.36681663] [ 0.65384668 0.45303106 0.53199898 0.67105286 0.42804122] [ 0.3716326 0.55159314 0.47496247 0.59094062 0.58118686] [ 0.62397525 0.46932573 0.48257908 0.3386315 0.44439339] [ 0.7437506 0.37091462 0.43980701 0.14957601 0.39325783] [ 0.86404736 0.4021221 0.51521706 0.24370747 0.31591854] [ 0.49759815 0.6165679 0.34732571 0.62393066 0.47238797] [ 0.62688544 0.6046837 0.36546649 0.7357585 0.35118972] [ 0.28418807 0.47966371 0.3775888 0.84158424 0.44619481] [ 0.16906953 0.47890754 0.41295747 0.87169442 0.5908163 ] [ 0.35302592 0.65091626 0.30275741 0.73201713 0.5303376 ] [ 0.39012758 0.6209187 0.39370882 0.53956189 0.41189677] [ 0.32828396 0.58258106 0.42468503 0.88897441 0.6274891 ] [ 0.56634751 0.65266862 0.28409615 0.43895914 0.3541153 ] [ 0.59462897 0.46698519 0.54478833 0.57628079 0.360908 ] [ 0.87624871 0.49042502 0.61956909 0.32075562 0.32662332] [ 0.59368752 0.55116535 0.69024071 0.47650097 0.49057795] [ 0.75304921 0.35863731 0.42674401 0.10722382 0.31161229] [ 0.49004177 0.49397799 0.41798037 0.33057867 0.42696001] [ 0.195054 0.64893504 0.51250425 0.91677651 0.52754168] [ 0.49390661 0.52941793 0.55718536 0.56853115 0.50040117] [ 0.63532018 0.40360412 0.46328058 0.48402294 0.42745922] [ 0.24714793 0.7111568 0.34450349 0.81141182 0.52482296] [ 0.48682555 0.4267912 0.47868981 0.3099585 0.43631111] Progress: 41.6% ... Training loss: 0.519 ... Validation loss: 0.856[ 0.55986527 0.54229193 0.48130857 0.36569909 0.43859906] [ 0.50080623 0.60406533 0.55865609 0.39864256 0.63457204] [ 0.7239543 0.39681076 0.60881106 0.40704752 0.39574859] [ 0.57082334 0.5654526 0.24677365 0.60421034 0.39537403] [ 0.42095898 0.48089083 0.49801495 0.56539291 0.39325354] [ 0.52711146 0.47756057 0.5129187 0.69817186 0.32316658] [ 0.15996967 0.69271666 0.4204627 0.71356048 0.51529874] [ 0.75645246 0.39116074 0.6673695 0.42408533 0.42726335] [ 0.38485837 0.50980834 0.56983666 0.69441397 0.50237094] [ 0.43400934 0.55062931 0.47681188 0.47800559 0.59582662] [ 0.37390719 0.605568 0.35264186 0.72538551 0.51086777] [ 0.85829634 0.56886291 0.37634092 0.38080827 0.27365452] [ 0.2934039 0.57551425 0.49458368 0.84328469 0.49226734] [ 0.70038005 0.59361689 0.5274132 0.50283522 0.44612387] [ 0.48067977 0.64434853 0.37293165 0.67193678 0.30896406] [ 0.47816687 0.43906869 0.58936446 0.47473409 0.66999 ] [ 0.55460445 0.60766052 0.32797577 0.64198927 0.47929521] [ 0.44777627 0.62223747 0.42655808 0.58366522 0.41179592] [ 0.23266749 0.63194998 0.53733889 0.91139304 0.62985856] [ 0.41121084 0.62757094 0.41578375 0.62803195 0.41815107] [ 0.4052486 0.48324106 0.42330718 0.66757946 0.58676211] [ 0.40808677 0.7062544 0.28414228 0.73517121 0.54210957] [ 0.20793376 0.52134656 0.47640095 0.8298308 0.53941887] [ 0.4443854 0.51963476 0.47180485 0.8227195 0.34184403] [ 0.16263929 0.56952117 0.57358123 0.84833772 0.63672456] [ 0.61221393 0.48712704 0.62468201 0.75429752 0.42924577] [ 0.72075942 0.44887658 0.51945482 0.67799474 0.40080282] [ 0.45758615 0.44195733 0.37150691 0.70061697 0.34499451] [ 0.77205707 0.54406848 0.47534799 0.31207276 0.46232859] [ 0.32833254 0.54659216 0.4791786 0.83635217 0.50267746] [ 0.59692266 0.38201676 0.64071473 0.55673394 0.32919115] [ 0.87818196 0.32928932 0.5894244 0.13647351 0.35129834] [ 0.67484297 0.67506598 0.33860267 0.60450689 0.49536512] [ 0.36731956 0.58820874 0.32679586 0.69476361 0.38349423] [ 0.56626092 0.45092664 0.59208802 0.62343927 0.38511915] [ 0.41889447 0.62694212 0.50478383 0.5633503 0.50367771] [ 0.83875275 0.35057289 0.53185595 0.29939284 0.45034557] [ 0.65771267 0.41587166 0.46748705 0.56829637 0.4883609 ] [ 0.70602337 0.58613507 0.38086133 0.55291916 0.50305882] [ 0.71882885 0.43018584 0.4991405 0.43308068 0.3484581 ] [ 0.38291446 0.55798874 0.37375853 0.48557188 0.45160398] [ 0.55680483 0.4153308 0.42466812 0.49431104 0.51347095] [ 0.7438343 0.51146432 0.54016266 0.41993989 0.48090545] [ 0.59693927 0.55618537 0.44877355 0.57228732 0.36095565] [ 0.4066141 0.51635271 0.34926003 0.52308717 0.40911539] [ 0.48629807 0.44568242 0.45581831 0.46726545 0.39088644] [ 0.58746761 0.40163442 0.55680237 0.72317393 0.31062189] [ 0.2022511 0.54898217 0.4233489 0.86630214 0.4947148 ] [ 0.7907981 0.52096819 0.31173851 0.43345028 0.28727753] [ 0.80039846 0.29576386 0.53602631 0.21561129 0.31439332] [ 0.20891018 0.55007604 0.59028715 0.83583449 0.65283578] [ 0.75157676 0.47097115 0.49505623 0.2173478 0.39213985] [ 0.68218302 0.38223402 0.58559884 0.62065377 0.4233407 ] [ 0.5604667 0.41103727 0.57593821 0.32768949 0.45708204] [ 0.76446212 0.34547432 0.45486881 0.43065371 0.4952628 ] [ 0.73270426 0.34381214 0.4509167 0.31990169 0.36271087] [ 0.36566465 0.58440393 0.48584144 0.62960492 0.57432137] [ 0.67519875 0.36405254 0.39713897 0.26291742 0.34904582] [ 0.69340426 0.55354015 0.47036291 0.46978718 0.44302167] [ 0.38170667 0.4725336 0.52475191 0.4941479 0.54635564] [ 0.80482126 0.48691462 0.5480115 0.19198517 0.46552667] [ 0.42054406 0.58216218 0.40993332 0.47163062 0.40190781] [ 0.72684455 0.48525892 0.54674507 0.21728625 0.36695783] [ 0.22677436 0.54949585 0.37594264 0.92251408 0.55612968] [ 0.42138671 0.48331556 0.57000385 0.60107055 0.37730198] [ 0.71605526 0.45513892 0.57366319 0.53214137 0.43586645] [ 0.59320402 0.46659626 0.51208585 0.4830882 0.36705653] [ 0.54262538 0.62102481 0.33987493 0.61391359 0.45587319] [ 0.39751682 0.56814927 0.31835974 0.67810496 0.42648391] [ 0.26277674 0.69840635 0.39214822 0.73005754 0.46508041] [ 0.65368003 0.40437309 0.6121006 0.75020824 0.38659435] [ 0.41174591 0.66638924 0.36305407 0.66741973 0.47503342] [ 0.6255385 0.34741337 0.53025967 0.37643173 0.4283909 ] [ 0.60241513 0.33442306 0.55921566 0.41589153 0.40734249] [ 0.69773698 0.47201069 0.60239981 0.43226745 0.46012546] [ 0.34805357 0.59477325 0.57252248 0.51777529 0.4350734 ] [ 0.48377522 0.45899892 0.57284374 0.71623488 0.45513068] [ 0.20905438 0.60699054 0.52805188 0.79715735 0.645935 ] [ 0.43937466 0.53861989 0.46074457 0.65716456 0.44740458] [ 0.19833451 0.69102815 0.37099004 0.78504637 0.56692284] [ 0.6983486 0.51213722 0.559236 0.37921657 0.56219844] [ 0.56881891 0.47230294 0.6038767 0.6803595 0.327865 ] [ 0.70979542 0.40335255 0.47596516 0.32579391 0.41380595] [ 0.52953813 0.46863545 0.55247235 0.71143158 0.46394476] [ 0.33447416 0.49504955 0.47863192 0.80659704 0.56816352] [ 0.3514624 0.61333015 0.35734066 0.71491212 0.43070304] [ 0.61010425 0.55232061 0.37306353 0.51377268 0.30830541] [ 0.71385839 0.33143052 0.50379385 0.23189814 0.34379555] [ 0.67859439 0.52228189 0.45487395 0.43361354 0.40946293] [ 0.75828825 0.4074995 0.36696983 0.20409227 0.28849489] [ 0.27269487 0.69196837 0.41318653 0.64346538 0.49373126] [ 0.34150757 0.54631658 0.42959631 0.51438661 0.52986264] [ 0.1101497 0.55968973 0.50201886 0.90453112 0.59997624] [ 0.68096141 0.42364984 0.49693132 0.39003979 0.54485325] [ 0.61350685 0.51437817 0.5710792 0.60570745 0.49955382] [ 0.81225175 0.33692108 0.55234882 0.18971157 0.34691056] [ 0.24105279 0.56998852 0.50673424 0.85196641 0.66741315] [ 0.34402374 0.57249629 0.60100248 0.83479918 0.48354575] [ 0.74065609 0.33728034 0.51760432 0.29902358 0.33268843] [ 0.8505346 0.39075222 0.59533908 0.15337144 0.36910595] [ 0.76042139 0.55324559 0.36469945 0.48935276 0.37950137] [ 0.51493366 0.41963235 0.47271001 0.58423041 0.47406566] [ 0.50463445 0.49092688 0.37737397 0.63072257 0.42259366] [ 0.24151998 0.60262976 0.45225657 0.70271626 0.49625885] [ 0.69034264 0.42955286 0.60871801 0.24091588 0.38272061] [ 0.61640622 0.54488973 0.37188755 0.26594029 0.38914241] [ 0.54820183 0.63448549 0.40932362 0.62441821 0.41372019] [ 0.79520169 0.58223938 0.41165432 0.35607279 0.26807202] [ 0.42777598 0.45382225 0.41154165 0.55823078 0.52082589] [ 0.68322949 0.38769743 0.65235191 0.61175528 0.42658978] [ 0.70602337 0.58613507 0.38086133 0.55291916 0.50305882] [ 0.66814063 0.41807022 0.63783722 0.5946907 0.46497216] [ 0.51343401 0.44174569 0.58069304 0.57633066 0.37601422] [ 0.7140093 0.38056212 0.70437922 0.23620967 0.47310735] [ 0.33638058 0.63043628 0.42845962 0.71071873 0.43519966] [ 0.35281343 0.60739625 0.38086014 0.69982016 0.38540524] [ 0.27078447 0.62033997 0.38011817 0.77140071 0.47424418] [ 0.86051792 0.45693114 0.53931621 0.36930342 0.35915042] [ 0.52919495 0.60995416 0.39340866 0.49961664 0.39345587] [ 0.56978964 0.52640072 0.44979103 0.26835872 0.40319167] [ 0.43519893 0.60056169 0.40326032 0.64944832 0.53474884] [ 0.66813236 0.44778465 0.47785575 0.74135256 0.38962608] [ 0.44603849 0.3447282 0.45010471 0.6755294 0.55776841] [ 0.53952663 0.57514479 0.55817785 0.45400706 0.50497631] [ 0.49024847 0.52234983 0.36784539 0.49463402 0.37832704] [ 0.4796396 0.49631779 0.59188417 0.66342286 0.49718745] [ 0.38118676 0.49407254 0.61047308 0.71448356 0.57913715] [ 0.17782537 0.73999599 0.29647287 0.78928808 0.56948282] Progress: 41.6% ... Training loss: 0.519 ... Validation loss: 0.858[ 0.71273832 0.61235583 0.38807521 0.44504945 0.41825588] [ 0.59717804 0.53618916 0.36427761 0.368443 0.32754209] [ 0.82753362 0.35027914 0.58281237 0.22577141 0.42153817] [ 0.78039684 0.58831291 0.43922307 0.28547473 0.46177507] [ 0.28940526 0.51211762 0.43921364 0.70703668 0.51001969] [ 0.74005903 0.40268816 0.47036165 0.28862602 0.27711063] [ 0.13168146 0.68452285 0.38714224 0.64621232 0.55572629] [ 0.4649672 0.59558018 0.26156035 0.59818417 0.44778616] [ 0.57790721 0.32421354 0.6249671 0.7709994 0.42988297] [ 0.22437733 0.65944707 0.58088838 0.75511467 0.67301139] [ 0.379352 0.5107284 0.41746233 0.65784071 0.41600528] [ 0.63666117 0.42737634 0.49213625 0.51507407 0.36368387] [ 0.78623588 0.25951303 0.53500864 0.49612524 0.3574167 ] [ 0.38879497 0.68001551 0.52234369 0.67917338 0.6281325 ] [ 0.71617542 0.50146377 0.58544307 0.42432123 0.44434564] [ 0.16036459 0.72363826 0.43255127 0.83028294 0.62815195] [ 0.45006546 0.68963811 0.43295676 0.64234683 0.5134839 ] [ 0.60695912 0.56846302 0.57246751 0.42616686 0.5548879 ] [ 0.71576427 0.55118036 0.23371339 0.55788603 0.37072562] [ 0.73598571 0.49474315 0.53679754 0.24028238 0.42584705] [ 0.20178538 0.6115228 0.38026681 0.88658346 0.4334115 ] [ 0.57100195 0.51624364 0.35754885 0.643698 0.40139562] [ 0.48208545 0.53929171 0.4348393 0.47680361 0.43427622] [ 0.76557028 0.50112176 0.40919748 0.18728128 0.2519686 ] [ 0.58147491 0.64272884 0.36401492 0.61463935 0.42595224] [ 0.52897352 0.52044095 0.5619855 0.52996782 0.58895737] [ 0.55069747 0.44050601 0.63487709 0.69300025 0.42814677] [ 0.85498345 0.39761776 0.51911172 0.24538872 0.37411133] [ 0.52178724 0.52102671 0.42725504 0.49875078 0.59492168] [ 0.28874469 0.5988507 0.44933468 0.79617705 0.37991068] [ 0.66636412 0.52487809 0.52760045 0.40816604 0.44190343] [ 0.41097666 0.49499699 0.34351867 0.73860908 0.38629813] [ 0.815835 0.39134475 0.61900328 0.21922325 0.42797524] [ 0.48780732 0.5331178 0.44548753 0.66608747 0.3715801 ] [ 0.34807776 0.43892099 0.62744965 0.75082393 0.50424113] [ 0.27342569 0.57422907 0.48871463 0.70147921 0.63224278] [ 0.86657301 0.37765033 0.49203662 0.19380787 0.38734852] [ 0.54219172 0.46660486 0.51271961 0.45466962 0.50453003] [ 0.79956861 0.51935454 0.30625095 0.32862941 0.34384552] [ 0.81077625 0.44672169 0.56980511 0.31055422 0.30290486] [ 0.18857089 0.58950795 0.52196677 0.81336303 0.56313057] [ 0.67735147 0.52101218 0.5038048 0.45569356 0.36481323] [ 0.20023018 0.55150935 0.48518209 0.82131012 0.49865512] [ 0.8294084 0.37644303 0.43242645 0.23565424 0.31274502] [ 0.52958116 0.6082305 0.46915921 0.56365078 0.42310575] [ 0.33486806 0.5417147 0.50157777 0.63911069 0.35535735] [ 0.75965632 0.3690366 0.5984599 0.19572834 0.47016618] [ 0.81716124 0.43276205 0.35542163 0.31543899 0.36388109] [ 0.38470312 0.56354958 0.51361781 0.5963499 0.54951067] [ 0.4955711 0.54038656 0.54433725 0.80399638 0.55447367] [ 0.62721373 0.39979177 0.67975299 0.62666817 0.4536538 ] [ 0.22059422 0.50903876 0.58752558 0.76095905 0.55156008] [ 0.665921 0.4431896 0.419404 0.68056658 0.41572419] [ 0.35519826 0.58524578 0.48986002 0.79491569 0.5327226 ] [ 0.2675611 0.61982139 0.46225535 0.89120016 0.60702618] [ 0.73498826 0.43612982 0.44119283 0.29229065 0.43788118] [ 0.42905861 0.59084571 0.37768772 0.62723843 0.52680283] [ 0.47385685 0.44473544 0.60234209 0.49669225 0.36811285] [ 0.80913361 0.39699841 0.54666726 0.30026817 0.38508368] [ 0.71556012 0.47544525 0.59156294 0.34326839 0.52840121] [ 0.59067325 0.43720812 0.3354391 0.46500818 0.50092386] [ 0.59722489 0.38743803 0.44578805 0.24110995 0.41788739] [ 0.53642988 0.62188573 0.49640805 0.51795944 0.49315564] [ 0.68865617 0.42944117 0.61435944 0.64739683 0.4334885 ] [ 0.22140552 0.56787337 0.41176435 0.8390471 0.60557586] [ 0.60636205 0.45215481 0.45321028 0.55906709 0.30463233] [ 0.42015056 0.57977255 0.56542272 0.37541177 0.63675761] [ 0.29757554 0.55117241 0.41691271 0.71431291 0.54090609] [ 0.67189271 0.63393596 0.34226543 0.5441347 0.42080348] [ 0.8915803 0.43523305 0.51430597 0.24556661 0.37043408] [ 0.19640566 0.64231192 0.44392549 0.86104894 0.43684145] [ 0.26482004 0.59472027 0.47986471 0.78277994 0.50617121] [ 0.37421238 0.68106086 0.35250754 0.67909025 0.44261087] [ 0.3920949 0.55572206 0.56570244 0.47217952 0.47705264] [ 0.70660392 0.48263576 0.56355892 0.32892483 0.53769684] [ 0.31966087 0.53500574 0.52910077 0.6860925 0.59973572] [ 0.84793194 0.32829817 0.56992986 0.15516796 0.40542973] [ 0.7222212 0.57350302 0.26362844 0.4536768 0.24651639] [ 0.54056821 0.61888985 0.6051861 0.54910163 0.44877823] [ 0.32891521 0.65757023 0.44394626 0.71172521 0.61570696] [ 0.36891186 0.59782081 0.48117206 0.31541983 0.41402031] [ 0.55320446 0.39431917 0.53183195 0.52482442 0.44405435] [ 0.19404195 0.64289839 0.48104841 0.87060395 0.65614156] [ 0.35617739 0.42224673 0.39220538 0.60272902 0.6165329 ] [ 0.25186991 0.52688459 0.50402787 0.75121738 0.45709643] [ 0.42380883 0.58882912 0.33129972 0.76048959 0.65528008] [ 0.53688616 0.40719004 0.53021265 0.73610507 0.42472186] [ 0.29671318 0.47949115 0.45359293 0.75095882 0.5588718 ] [ 0.7523569 0.34697982 0.43647211 0.19358194 0.35594135] [ 0.37372282 0.58421072 0.55257563 0.66757247 0.59554499] [ 0.58224489 0.5087378 0.3917939 0.55853546 0.46143904] [ 0.59633616 0.38504981 0.5591866 0.58301538 0.36440064] [ 0.24672311 0.68953045 0.4764088 0.80448784 0.68277555] [ 0.33867045 0.64138264 0.33383577 0.5955956 0.44424788] [ 0.73285227 0.46042914 0.49401997 0.38631343 0.34837353] [ 0.80699599 0.4672757 0.49385934 0.30387807 0.39286454] [ 0.88280847 0.34720381 0.65098997 0.16788756 0.333732 ] [ 0.33621862 0.59051364 0.3851426 0.7009197 0.48805727] [ 0.86667435 0.53603887 0.46728827 0.39030766 0.35680811] [ 0.867029 0.4546339 0.44666741 0.31259893 0.34983312] [ 0.30947451 0.4421726 0.43267789 0.62279848 0.61311909] [ 0.6495559 0.52039666 0.42715366 0.44630144 0.5541042 ] [ 0.65534811 0.40422358 0.4998427 0.72962758 0.45184807] [ 0.65522994 0.43933541 0.48587516 0.44037838 0.47337457] [ 0.65943372 0.56247379 0.47004254 0.37517911 0.36832692] [ 0.28071739 0.67648493 0.53656226 0.74836254 0.49582892] [ 0.63033796 0.41146294 0.51338629 0.40462853 0.51094133] [ 0.72962019 0.5873021 0.43441651 0.41872915 0.4163098 ] [ 0.25478029 0.73757668 0.31608791 0.84746371 0.58153087] [ 0.20067297 0.67621635 0.33148687 0.85859083 0.62532751] [ 0.28089968 0.58195147 0.4822225 0.79802912 0.49616826] [ 0.63907288 0.49057604 0.62714286 0.37327011 0.43379833] [ 0.45677683 0.58025251 0.60666746 0.58247426 0.47393721] [ 0.54708163 0.42507749 0.40751285 0.6305778 0.35383701] [ 0.74327434 0.38311574 0.45803364 0.28048523 0.30685192] [ 0.24280942 0.48284229 0.40311957 0.66675193 0.56705219] [ 0.64908916 0.35162132 0.60292516 0.35968872 0.45689632] [ 0.59565254 0.60394543 0.34252242 0.54108918 0.34666517] [ 0.43993002 0.53525545 0.44296494 0.66932678 0.59418486] [ 0.5402014 0.64068392 0.34648583 0.49750035 0.48752759] [ 0.69379855 0.52297534 0.33577701 0.43530897 0.3358643 ] [ 0.5893295 0.66289654 0.37390745 0.57852014 0.45121652] [ 0.4548651 0.5098376 0.50279265 0.46395285 0.47998421] [ 0.50627884 0.58551644 0.44009732 0.44040989 0.48545299] [ 0.67212794 0.34990393 0.38816377 0.42067474 0.41199419] [ 0.72762514 0.43050528 0.42006194 0.24511688 0.34076462] [ 0.72740208 0.43368707 0.48921923 0.32283149 0.4013079 ] [ 0.3630681 0.57049209 0.51054669 0.62942611 0.67697454] Progress: 41.7% ... Training loss: 0.518 ... Validation loss: 0.856[ 0.46261235 0.66062406 0.34107397 0.59330263 0.36670633] [ 0.46453615 0.49154335 0.55529857 0.64885303 0.43884414] [ 0.30545304 0.71930129 0.33304652 0.66077025 0.47301463] [ 0.56008376 0.55671467 0.29774401 0.44601345 0.36333133] [ 0.78535934 0.49020013 0.58311445 0.51928646 0.34993043] [ 0.78295196 0.57930074 0.33217269 0.57984413 0.38908307] [ 0.46548409 0.51813894 0.37094711 0.65803245 0.51431663] [ 0.63200773 0.3380971 0.56169894 0.52676006 0.27812982] [ 0.70033527 0.33353911 0.55701409 0.3534434 0.41455132] [ 0.36433943 0.60509509 0.46161451 0.77335266 0.61841964] [ 0.79313522 0.41148916 0.58686695 0.28436605 0.46485496] [ 0.65661989 0.45187741 0.41179792 0.32730757 0.37477897] [ 0.2917899 0.5365859 0.51926533 0.76558309 0.62234084] [ 0.26883791 0.58985014 0.41392032 0.85178045 0.48246418] [ 0.83993793 0.51926379 0.41362353 0.31225741 0.37047716] [ 0.72843125 0.56426178 0.37985479 0.37202005 0.35275963] [ 0.80688269 0.41782123 0.54305756 0.2419209 0.42093387] [ 0.65469973 0.36785165 0.66506247 0.41419548 0.45560757] [ 0.59989061 0.55168728 0.42052001 0.38293601 0.40682174] [ 0.41879319 0.71045456 0.2707416 0.58827085 0.4371095 ] [ 0.70437122 0.41868934 0.58691711 0.23925852 0.47693432] [ 0.40809348 0.62600332 0.47307674 0.46173664 0.35059267] [ 0.68138726 0.35993959 0.63749821 0.28943796 0.51052061] [ 0.26873161 0.63136743 0.5057417 0.80761384 0.47186609] [ 0.23017683 0.67439449 0.33526909 0.69620385 0.47565217] [ 0.79113218 0.55480159 0.51169582 0.51182131 0.39243331] [ 0.73353862 0.33990454 0.57355744 0.40601611 0.43416949] [ 0.61340709 0.36857445 0.46139832 0.26373534 0.39069232] [ 0.66303858 0.3377688 0.50409056 0.58861139 0.30489219] [ 0.28079926 0.58218368 0.48210126 0.79808705 0.49627908] [ 0.17967939 0.7489205 0.36774725 0.80773325 0.62428052] [ 0.69980691 0.46006043 0.49410736 0.32991571 0.41962667] [ 0.60150586 0.49125366 0.44525647 0.3215033 0.33850213] [ 0.40343021 0.57794992 0.43184673 0.51027325 0.51856515] [ 0.31966404 0.53466196 0.53469778 0.78793552 0.58107718] [ 0.62008833 0.43849474 0.58949786 0.51361912 0.41370825] [ 0.64875268 0.37969243 0.45879202 0.28681978 0.43043448] [ 0.80325624 0.50274679 0.346832 0.46135235 0.25948586] [ 0.4890002 0.45467123 0.49770404 0.62507352 0.42997685] [ 0.35908068 0.69017053 0.29594172 0.60006101 0.4827109 ] [ 0.65533103 0.55816939 0.3647238 0.58517928 0.28828609] [ 0.51487784 0.6147819 0.32803874 0.60201465 0.3442002 ] [ 0.55219766 0.67235692 0.37175252 0.59298889 0.30207282] [ 0.60534431 0.55725541 0.37032674 0.26545344 0.36113212] [ 0.51997829 0.65094023 0.36140323 0.71816844 0.42170589] [ 0.70350077 0.34152364 0.525066 0.31000886 0.49742477] [ 0.81272615 0.35554245 0.46210434 0.27916457 0.42520261] [ 0.30633722 0.61755987 0.43084161 0.54902469 0.49428109] [ 0.33265214 0.46814374 0.61072317 0.77095433 0.56244921] [ 0.19556777 0.48666042 0.47740907 0.84393652 0.44410852] [ 0.67822236 0.45649078 0.39144504 0.35952287 0.37833093] [ 0.38366052 0.63860338 0.351623 0.75097247 0.46780137] [ 0.31537654 0.50699333 0.41672564 0.68377846 0.40510609] [ 0.40689344 0.70570211 0.40720276 0.71599388 0.41927062] [ 0.50316726 0.45001896 0.39499032 0.60883169 0.37482701] [ 0.71447496 0.34260251 0.47545904 0.32845406 0.32221267] [ 0.45887419 0.44273117 0.63969886 0.31474617 0.6867161 ] [ 0.72477666 0.52611769 0.29470896 0.34919299 0.39086388] [ 0.78540829 0.54670043 0.46800079 0.55021681 0.37251223] [ 0.81676649 0.34890124 0.58841541 0.3410918 0.38632631] [ 0.90492493 0.40882999 0.5092071 0.1725662 0.29466337] [ 0.29483123 0.58935354 0.331054 0.72943997 0.43879081] [ 0.7425604 0.41723898 0.54477389 0.62977164 0.34350499] [ 0.48482204 0.45462266 0.35308092 0.50302753 0.51936057] [ 0.68205226 0.44259762 0.40182165 0.25415545 0.32973921] [ 0.82423427 0.34110759 0.48252872 0.24419294 0.43288521] [ 0.45659325 0.58040782 0.60659985 0.58262681 0.47400182] [ 0.85124455 0.43802448 0.49879666 0.19334337 0.40464152] [ 0.6325506 0.49262166 0.42822719 0.35406389 0.45437088] [ 0.46185222 0.51636102 0.49509027 0.73230368 0.47489302] [ 0.34315269 0.51502261 0.43271955 0.83439279 0.47820792] [ 0.530844 0.58145588 0.44175253 0.70208412 0.58486039] [ 0.68505355 0.39238104 0.52719601 0.2753347 0.45423018] [ 0.26653453 0.55121334 0.41081597 0.75647084 0.62380359] [ 0.34865037 0.49017529 0.41422494 0.87730335 0.62762307] [ 0.38317137 0.53058106 0.3499974 0.59358885 0.36367135] [ 0.60125157 0.54759266 0.6019595 0.46645143 0.48232726] [ 0.35324116 0.63975273 0.39607457 0.71964523 0.43462244] [ 0.85838637 0.30862866 0.70150683 0.16302225 0.38033892] [ 0.38914693 0.68997372 0.42139399 0.69770324 0.45633535] [ 0.61526852 0.55685563 0.47157995 0.49138607 0.5725621 ] [ 0.27461552 0.5772046 0.51496419 0.7759964 0.60862155] [ 0.66294205 0.37108877 0.57186405 0.62805629 0.43392728] [ 0.81459328 0.4493476 0.50627891 0.49029144 0.39953395] [ 0.29039022 0.61897175 0.43422832 0.59033305 0.42871274] [ 0.58753788 0.5669874 0.44918729 0.66553446 0.55628524] [ 0.26717533 0.6024001 0.44034841 0.84327264 0.46089424] [ 0.42315358 0.46347374 0.5270842 0.43963964 0.42718537] [ 0.47626592 0.29824413 0.57605953 0.69148583 0.54169961] [ 0.81645849 0.47519931 0.45035216 0.18395589 0.36809268] [ 0.35461033 0.53034115 0.48849665 0.67882694 0.40251442] [ 0.71188494 0.39126998 0.50287944 0.42633386 0.42366651] [ 0.46256204 0.48994544 0.47932681 0.31445977 0.50078899] [ 0.38670253 0.60569151 0.59684468 0.56311342 0.54465095] [ 0.57353869 0.45266188 0.46161564 0.71909428 0.43230699] [ 0.5889525 0.65897698 0.41780009 0.61753063 0.43472877] [ 0.84564529 0.39846006 0.53649315 0.38631305 0.3412487 ] [ 0.64970992 0.49362104 0.38816018 0.56231423 0.35129854] [ 0.53005963 0.54251613 0.45691754 0.60489698 0.33840773] [ 0.28520099 0.67936156 0.29008208 0.85878053 0.55891049] [ 0.83642358 0.4211085 0.50580486 0.2512074 0.40404155] [ 0.52710974 0.65729267 0.38233212 0.57939575 0.38476004] [ 0.58604183 0.29796452 0.4439209 0.40339159 0.5267923 ] [ 0.73664337 0.54263448 0.44056991 0.53987006 0.45876478] [ 0.24991218 0.62620833 0.40809601 0.64638938 0.51641222] [ 0.23627162 0.69410831 0.43327903 0.87060295 0.52053174] [ 0.3188058 0.61905942 0.51094811 0.75805752 0.60475239] [ 0.74651766 0.36644817 0.65353872 0.38252452 0.46604824] [ 0.21908962 0.48095354 0.57732336 0.89367379 0.65673652] [ 0.68993163 0.61332871 0.44551439 0.37408063 0.42769732] [ 0.46843108 0.65381592 0.44691838 0.59842225 0.33131874] [ 0.30423839 0.66429209 0.41127753 0.72724412 0.4422711 ] [ 0.30545304 0.71930129 0.33304652 0.66077025 0.47301463] [ 0.40734402 0.54419437 0.42412075 0.60346907 0.45937774] [ 0.06958791 0.6500423 0.48667674 0.84144017 0.51069258] [ 0.68546521 0.45670942 0.44007455 0.4116035 0.58939946] [ 0.39216029 0.51692877 0.51519592 0.63959662 0.52722382] [ 0.26206594 0.62685063 0.5402326 0.83847111 0.48304257] [ 0.45964619 0.49252158 0.52654777 0.64382288 0.41503968] [ 0.60341686 0.43344965 0.50874658 0.45020777 0.40873218] [ 0.22592453 0.72513229 0.499892 0.74789033 0.58317596] [ 0.48123178 0.50306553 0.63140639 0.47683821 0.553184 ] [ 0.63976782 0.3451126 0.61681534 0.51325156 0.48872115] [ 0.8762235 0.6067996 0.50904641 0.30816026 0.3595972 ] [ 0.52577055 0.53525451 0.43267887 0.42018171 0.44116369] [ 0.80053518 0.52399304 0.57986079 0.35671943 0.40810731] [ 0.13896794 0.61557139 0.50207755 0.90257283 0.51738659] [ 0.41666163 0.60087909 0.41606608 0.47091864 0.4260153 ] Progress: 41.8% ... Training loss: 0.518 ... Validation loss: 0.857[ 0.67209422 0.38933617 0.5917922 0.53366024 0.43068818] [ 0.30754086 0.58723748 0.54453095 0.72766189 0.44339331] [ 0.26293906 0.6955496 0.34986564 0.70907991 0.50368649] [ 0.27501579 0.60724104 0.48858999 0.81438242 0.38653399] [ 0.70069946 0.36457814 0.71363409 0.24122147 0.48204902] [ 0.48358138 0.50518546 0.58636243 0.40840475 0.48391712] [ 0.07879282 0.58888441 0.51082211 0.87051538 0.60646257] [ 0.71648664 0.53819005 0.60803381 0.42208029 0.41812609] [ 0.39338373 0.63088785 0.51708996 0.70156895 0.51128647] [ 0.55777407 0.53070936 0.65209256 0.49045417 0.48937632] [ 0.58278519 0.43090338 0.61223496 0.43691973 0.49111494] [ 0.39688156 0.47740351 0.51576498 0.65381088 0.49655522] [ 0.24411829 0.69920361 0.40055734 0.75367823 0.48028426] [ 0.67745037 0.42918986 0.47668414 0.53132171 0.52382594] [ 0.58064184 0.55771543 0.37491793 0.35852349 0.38215449] [ 0.718605 0.54977773 0.2341213 0.55563087 0.37024824] [ 0.64228899 0.50314489 0.43266394 0.44387603 0.47546027] [ 0.70123355 0.51126113 0.48100648 0.4428544 0.4971309 ] [ 0.61435287 0.51167362 0.58336013 0.32115128 0.48864474] [ 0.80343993 0.50253059 0.34691912 0.46090743 0.25941958] [ 0.45177012 0.62533288 0.41433798 0.52060411 0.47486348] [ 0.65879621 0.34633107 0.54367439 0.46895396 0.31344412] [ 0.63202379 0.33738834 0.55052128 0.40289547 0.43283924] [ 0.57107253 0.52619885 0.44985489 0.26780296 0.40310229] [ 0.45092242 0.50884712 0.47385044 0.80417378 0.45753423] [ 0.5387609 0.52993236 0.52720073 0.44844819 0.43757862] [ 0.35834841 0.52230332 0.44466637 0.58086308 0.62920257] [ 0.68707107 0.45409347 0.42999534 0.56041748 0.3400043 ] [ 0.7251903 0.41919369 0.58976204 0.3941499 0.42773869] [ 0.61170727 0.4747585 0.44813376 0.45943931 0.51532131] [ 0.26249553 0.43287426 0.59812064 0.42079687 0.63551424] [ 0.86671009 0.41458246 0.54493877 0.32982218 0.28834948] [ 0.44477822 0.52378317 0.44603653 0.84412148 0.52220322] [ 0.62694569 0.47637553 0.38307697 0.48151371 0.33360778] [ 0.61685362 0.63748448 0.40071165 0.59794558 0.44976141] [ 0.30402235 0.63598443 0.31748663 0.85001889 0.41680434] [ 0.64694378 0.42301861 0.4308658 0.49861474 0.42663107] [ 0.58556311 0.50583829 0.48749317 0.48963318 0.39447545] [ 0.5629011 0.53055305 0.34743485 0.51214033 0.42535536] [ 0.65856828 0.48875674 0.45699991 0.61463912 0.46543372] [ 0.53220299 0.60861222 0.49069322 0.51714155 0.39282041] [ 0.60113105 0.45954993 0.55399956 0.33385963 0.46749953] [ 0.3208165 0.57979532 0.52012717 0.79583983 0.66011771] [ 0.18788535 0.70406304 0.37083753 0.78450433 0.50732457] [ 0.43110802 0.58568849 0.4424507 0.76378413 0.44952387] [ 0.73877361 0.46057114 0.53588236 0.195777 0.50807481] [ 0.38934878 0.53011225 0.53772717 0.68421676 0.41595465] [ 0.49359349 0.45459904 0.4367241 0.60647675 0.49906844] [ 0.50526744 0.4131228 0.54726926 0.57285658 0.45153494] [ 0.556533 0.49169372 0.57691345 0.40513214 0.38006713] [ 0.30895111 0.48018025 0.55486217 0.87079417 0.59828342] [ 0.56143617 0.43022189 0.4247448 0.47068537 0.47490566] [ 0.70429588 0.44935422 0.48491246 0.35604005 0.4725188 ] [ 0.50510245 0.6641635 0.39604328 0.71940703 0.3717207 ] [ 0.58116154 0.36959881 0.61653284 0.48808421 0.38964444] [ 0.26970067 0.58779918 0.49490477 0.77296155 0.4768768 ] [ 0.68212825 0.44714715 0.5557502 0.39971604 0.34419753] [ 0.33389763 0.58400178 0.47558409 0.81133992 0.3812284 ] [ 0.77917799 0.34792219 0.68738063 0.39095173 0.34199062] [ 0.62152849 0.4162929 0.60325413 0.53200592 0.45788799] [ 0.4491351 0.42697241 0.58022294 0.74800291 0.51146095] [ 0.34762821 0.49734872 0.50351437 0.74215576 0.47730456] [ 0.53776218 0.62190761 0.47936517 0.70052915 0.36313921] [ 0.82894449 0.26104188 0.58959865 0.24512072 0.47735315] [ 0.52783806 0.56498295 0.51269438 0.49283191 0.49479283] [ 0.48957528 0.48580942 0.42240359 0.53924459 0.43644968] [ 0.68836748 0.60412029 0.44305915 0.40649296 0.53922094] [ 0.77220325 0.44671353 0.67107491 0.34437782 0.35299592] [ 0.47580401 0.48606747 0.37689539 0.55556689 0.50378984] [ 0.41137437 0.49497863 0.34350634 0.73834619 0.38630636] [ 0.59043971 0.43040472 0.43340757 0.61088811 0.54048815] [ 0.69511886 0.41125191 0.50775534 0.20429556 0.42252344] [ 0.66780005 0.55670677 0.46427596 0.5044475 0.41997793] [ 0.17971351 0.59366517 0.39683269 0.79039082 0.5287388 ] [ 0.25895546 0.48527104 0.45757232 0.73432755 0.63187169] [ 0.31913191 0.67004349 0.4449226 0.72759125 0.47220574] [ 0.4724074 0.65270763 0.39666856 0.67430197 0.52639424] [ 0.58247087 0.48079418 0.46329634 0.43429011 0.44482437] [ 0.68291476 0.38185057 0.58575355 0.62028746 0.4232144 ] [ 0.17569963 0.69358261 0.28445402 0.70532648 0.50223686] [ 0.66275314 0.51311849 0.35765403 0.48903263 0.47016855] [ 0.21419077 0.66523148 0.31498105 0.83452483 0.45869972] [ 0.5293767 0.56382618 0.56777749 0.56215391 0.55155267] [ 0.69756242 0.64704851 0.43502012 0.44172295 0.46124032] [ 0.54329701 0.51084866 0.42608901 0.44626305 0.5458603 ] [ 0.6340547 0.49785138 0.49276256 0.47151542 0.42975048] [ 0.45558614 0.55793931 0.56958581 0.6485506 0.58929504] [ 0.66510796 0.36415175 0.51016034 0.28327789 0.37665616] [ 0.43207598 0.5084423 0.51124559 0.82136808 0.38134878] [ 0.59586398 0.52533366 0.67376691 0.4845854 0.51298642] [ 0.55329161 0.50690505 0.42168437 0.48127328 0.50313406] [ 0.32128758 0.6643666 0.40926887 0.88419316 0.31947471] [ 0.25517733 0.71703722 0.3812759 0.77210919 0.57528129] [ 0.5072653 0.62535403 0.47218922 0.55811179 0.50744737] [ 0.30293007 0.49456623 0.50876478 0.54530557 0.6164984 ] [ 0.38538085 0.5579815 0.44905428 0.63951858 0.37534593] [ 0.75099363 0.48034257 0.52777827 0.21587921 0.44709476] [ 0.43385207 0.4778014 0.46964732 0.64188429 0.34743569] [ 0.28937489 0.49558435 0.50146812 0.73610042 0.62812178] [ 0.3333726 0.69852782 0.48023382 0.70908013 0.45822642] [ 0.64517196 0.46393331 0.57742261 0.45663598 0.42534427] [ 0.53009338 0.509945 0.50827177 0.66008356 0.37880047] [ 0.46868077 0.4119372 0.56179703 0.48451288 0.45530706] [ 0.45409327 0.45343623 0.50145547 0.73853125 0.49676763] [ 0.49302036 0.52989333 0.5569611 0.56909135 0.50061007] [ 0.73075024 0.41772961 0.66039351 0.585045 0.35173169] [ 0.62228197 0.45080976 0.4562777 0.45078382 0.51614261] [ 0.43386893 0.52648824 0.6000067 0.50278712 0.54718211] [ 0.56874857 0.62027597 0.39443644 0.69989833 0.47385765] [ 0.41480015 0.5115064 0.49335072 0.78497156 0.42555433] [ 0.36090118 0.66297476 0.46926288 0.68301349 0.48718278] [ 0.52783806 0.56498295 0.51269438 0.49283191 0.49479283] [ 0.59928704 0.51111872 0.39250677 0.48525118 0.41338701] [ 0.21224721 0.456209 0.49056549 0.78284415 0.60443186] [ 0.37764745 0.49139716 0.47973999 0.75838957 0.57453999] [ 0.59481394 0.46699846 0.52084103 0.42414528 0.50576995] [ 0.54549801 0.49698155 0.44579773 0.54194609 0.54748059] [ 0.54854379 0.48984823 0.46143806 0.39468602 0.41349639] [ 0.32117215 0.58920968 0.36976986 0.71602515 0.48682927] [ 0.2137853 0.58443599 0.46842638 0.85802198 0.61618912] [ 0.715189 0.64598209 0.46797867 0.48941854 0.55831658] [ 0.81012876 0.3666791 0.48040191 0.33312508 0.3784307 ] [ 0.76410458 0.45353123 0.36313238 0.34659147 0.33281875] [ 0.56579935 0.42075788 0.41636708 0.43628229 0.33263023] [ 0.4422144 0.53582336 0.43431626 0.64647932 0.46378293] [ 0.24421053 0.67166948 0.45380588 0.80527208 0.49926795] [ 0.65056622 0.34378788 0.46238637 0.64013746 0.44340312] [ 0.75277321 0.52065525 0.43384964 0.57412827 0.3168478 ] Progress: 41.8% ... Training loss: 0.518 ... Validation loss: 0.859[ 0.57175922 0.30986346 0.56242139 0.54347307 0.41985143] [ 0.57575498 0.40594855 0.58470383 0.61245888 0.31617688] [ 0.26036739 0.48877758 0.4521676 0.72099907 0.52663728] [ 0.50119139 0.50690307 0.42519907 0.294086 0.48918451] [ 0.69011665 0.42855793 0.56130727 0.3946049 0.5286099 ] [ 0.76007303 0.43058259 0.58457297 0.59583643 0.40185696] [ 0.44879065 0.64019205 0.34505011 0.49576941 0.43160207] [ 0.86290443 0.36363284 0.56930883 0.17539688 0.4051252 ] [ 0.49585646 0.57689151 0.54971556 0.55269335 0.52803845] [ 0.52565909 0.49018158 0.39680553 0.52784405 0.40586939] [ 0.18644899 0.60020054 0.4460497 0.83085712 0.57140468] [ 0.14440376 0.70348482 0.3492348 0.8377779 0.66338396] [ 0.27080559 0.55411905 0.6425128 0.79018811 0.42144095] [ 0.74895083 0.35950087 0.59085226 0.61077672 0.40471135] [ 0.45598264 0.59524386 0.53377249 0.79884107 0.56008232] [ 0.55670558 0.31271777 0.61912924 0.51770399 0.49470274] [ 0.53096949 0.50963314 0.50840114 0.65953897 0.37869783] [ 0.18452466 0.69473572 0.36683745 0.74610953 0.54235812] [ 0.46181213 0.55868747 0.46026108 0.62124515 0.37672203] [ 0.30236684 0.47074395 0.67924537 0.67116265 0.57899115] [ 0.55381255 0.58713168 0.37636878 0.34960456 0.40100138] [ 0.6141051 0.47829396 0.42351347 0.4073051 0.41428982] [ 0.54356956 0.45314094 0.43419406 0.50818354 0.47842589] [ 0.47365647 0.58896571 0.53005567 0.78297156 0.45737232] [ 0.63255357 0.52525439 0.40614881 0.43742162 0.45548098] [ 0.30060405 0.56718056 0.52856191 0.72730541 0.54432561] [ 0.90504865 0.33418941 0.52647695 0.17230606 0.39071425] [ 0.49585409 0.60174215 0.37519366 0.59217252 0.28991651] [ 0.70915219 0.57124529 0.39990792 0.39822795 0.35949272] [ 0.63303524 0.4669265 0.56081673 0.26559922 0.52199055] [ 0.64909161 0.4261666 0.59743044 0.50012643 0.4181363 ] [ 0.3132966 0.60182943 0.34674743 0.5874512 0.45690876] [ 0.58047812 0.44254412 0.44460327 0.35558187 0.50976999] [ 0.48968836 0.62159845 0.35038041 0.46049439 0.32323559] [ 0.79422114 0.46591134 0.60404504 0.36010285 0.39912132] [ 0.41672711 0.56249913 0.43497975 0.4731523 0.44862623] [ 0.32864007 0.42566025 0.44435766 0.74196464 0.50223583] [ 0.70343942 0.2996156 0.44860023 0.32434847 0.39338491] [ 0.64196938 0.64851604 0.32662426 0.6119703 0.5277793 ] [ 0.26695932 0.60147514 0.41852463 0.79631221 0.53337143] [ 0.57540275 0.54938636 0.52055186 0.44196683 0.60520609] [ 0.40706488 0.55403547 0.44359793 0.52999934 0.53149605] [ 0.24647311 0.56833039 0.39025642 0.89633346 0.48596914] [ 0.87701513 0.36678837 0.48441378 0.31002863 0.39409194] [ 0.13683965 0.55325719 0.492658 0.86702616 0.65547103] [ 0.4450954 0.56588201 0.51196149 0.29056415 0.51865402] [ 0.78433385 0.29952062 0.58621349 0.25034686 0.34863814] [ 0.21416341 0.64451627 0.45994931 0.86375606 0.46650008] [ 0.14111342 0.71588125 0.37899976 0.83163432 0.65744186] [ 0.26745584 0.59771543 0.5148646 0.70038688 0.56164973] [ 0.82537927 0.32166417 0.43538223 0.26908657 0.34856707] [ 0.27349154 0.6192917 0.38051178 0.77005979 0.47386733] [ 0.59930773 0.42709289 0.5015099 0.42004424 0.45556879] [ 0.29337708 0.58961949 0.49756974 0.85941476 0.55331249] [ 0.27340026 0.52440763 0.58202237 0.84985948 0.5933111 ] [ 0.60507692 0.51555384 0.38990784 0.26864645 0.39897445] [ 0.46492543 0.5955915 0.45101249 0.65901933 0.34995226] [ 0.81671623 0.47493399 0.45045951 0.183798 0.36798065] [ 0.32144215 0.56262233 0.45787785 0.69366133 0.54197963] [ 0.31996653 0.60795 0.40191513 0.56081194 0.43647524] [ 0.61870359 0.57021341 0.43022503 0.55438014 0.36782737] [ 0.22508342 0.59606473 0.37502775 0.7767862 0.57350092] [ 0.6206234 0.39498091 0.73405239 0.62897747 0.3230088 ] [ 0.60146868 0.47414542 0.35293593 0.38458797 0.42174441] [ 0.48212318 0.36861739 0.58174487 0.64367661 0.56590034] [ 0.48335311 0.50531833 0.58630996 0.40846937 0.48395769] [ 0.40648179 0.51128648 0.47612714 0.43615116 0.56085143] [ 0.83863712 0.55814647 0.38892669 0.40431101 0.43657736] [ 0.55586602 0.72212191 0.33188192 0.80327606 0.35710965] [ 0.1318329 0.51139956 0.40839314 0.91128894 0.65575646] [ 0.8501401 0.35348652 0.58345723 0.22110667 0.44772494] [ 0.78138779 0.3530944 0.4538458 0.24246975 0.34023994] [ 0.4371358 0.66594574 0.4565877 0.70199947 0.51685184] [ 0.46659591 0.64432074 0.35998408 0.75329517 0.62142535] [ 0.51447743 0.57598912 0.52947669 0.58638317 0.58290012] [ 0.70575526 0.28019703 0.59713664 0.4315216 0.45392961] [ 0.71484248 0.41770202 0.50154193 0.393305 0.36600029] [ 0.73426672 0.39314653 0.58722684 0.44903806 0.43913101] [ 0.66842782 0.67426379 0.35035967 0.5833313 0.37586484] [ 0.24851002 0.51552238 0.3371886 0.83800487 0.61923582] [ 0.7148339 0.40887824 0.57195589 0.25347053 0.42660888] [ 0.62027574 0.60460083 0.46580719 0.52789788 0.40909717] [ 0.63226 0.49254013 0.50252937 0.23032365 0.47713142] [ 0.40380331 0.71453492 0.44533991 0.74992714 0.48808108] [ 0.8087359 0.50709044 0.64625006 0.14106544 0.46049546] [ 0.55039589 0.42715333 0.45519942 0.35841202 0.45968425] [ 0.59145298 0.49069215 0.5734719 0.71937744 0.42915528] [ 0.34172188 0.6332695 0.36238498 0.79792338 0.44716073] [ 0.62241517 0.51579539 0.39384552 0.37794512 0.3834548 ] [ 0.53237062 0.37799455 0.55768417 0.38680651 0.3563126 ] [ 0.46900076 0.51021687 0.48455114 0.71118827 0.43538679] [ 0.36237482 0.62308137 0.33139104 0.64050222 0.47802651] [ 0.48215977 0.58477136 0.36688705 0.63830565 0.53780598] [ 0.48624074 0.48192254 0.46769228 0.63766959 0.42438986] [ 0.30174935 0.66889999 0.46359775 0.70494512 0.4867154 ] [ 0.84810959 0.46095193 0.47583059 0.32872653 0.42075524] [ 0.64147329 0.4879977 0.46745754 0.44787722 0.38631304] [ 0.61316405 0.50337206 0.54169183 0.53536146 0.45345727] [ 0.48576671 0.64716786 0.44766289 0.7500402 0.50758774] [ 0.39507822 0.60119643 0.2981282 0.71836343 0.56538808] [ 0.50711651 0.47896212 0.53797299 0.62614443 0.43763806] [ 0.38695013 0.6056721 0.59683773 0.56289769 0.54465813] [ 0.63208253 0.48750729 0.55947211 0.42067884 0.50229549] [ 0.22508342 0.59606473 0.37502775 0.7767862 0.57350092] [ 0.61010347 0.55590927 0.42507424 0.43759088 0.33808698] [ 0.78710145 0.54842952 0.41951181 0.26358902 0.39234955] [ 0.73883929 0.41866168 0.35952359 0.44834874 0.51826851] [ 0.52099275 0.51385398 0.42210658 0.66918139 0.28894282] [ 0.47744881 0.51815243 0.55760079 0.28658708 0.5482926 ] [ 0.50210931 0.63816313 0.33429744 0.66272636 0.52758017] [ 0.4647804 0.52993301 0.45915141 0.30831472 0.42864127] [ 0.72587948 0.43176844 0.62537952 0.39804525 0.32252167] [ 0.78402729 0.36179395 0.38653771 0.35423629 0.42542792] [ 0.53304445 0.48449391 0.32180311 0.54604035 0.53141623] [ 0.11490758 0.74778786 0.38086828 0.84104144 0.68996887] [ 0.48418388 0.40474456 0.4867897 0.78733435 0.38714996] [ 0.33409661 0.57162691 0.55770363 0.66131517 0.54401621] [ 0.60548418 0.47493707 0.53207211 0.3898944 0.4975073 ] [ 0.80611495 0.47532782 0.50038826 0.24396774 0.43423528] [ 0.60795985 0.36025866 0.52648674 0.31935213 0.44701828] [ 0.7626631 0.42520538 0.41983342 0.20146986 0.39132705] [ 0.86737798 0.41388682 0.5452335 0.3290601 0.28814222] [ 0.27257806 0.63842262 0.39146794 0.77777025 0.53246343] [ 0.72711583 0.41089489 0.65021691 0.34094934 0.44719687] [ 0.61755638 0.61413199 0.33091844 0.4423094 0.35271828] [ 0.32097639 0.72909615 0.23703925 0.81990795 0.44355258] [ 0.41357307 0.5540847 0.38768858 0.68875204 0.36150649] [ 0.73069828 0.45081455 0.5951904 0.47212521 0.43264461] Progress: 41.9% ... Training loss: 0.517 ... Validation loss: 0.857[ 0.73076236 0.45090947 0.59515733 0.47199165 0.43267939] [ 0.54710223 0.62400159 0.40452615 0.63802605 0.45807624] [ 0.58443588 0.54092847 0.35278864 0.41586053 0.39357658] [ 0.3580109 0.45547476 0.41997978 0.73240464 0.64909404] [ 0.55322906 0.56337531 0.45231784 0.58825676 0.45298866] [ 0.59294928 0.55197584 0.68990514 0.47699278 0.49090373] [ 0.87239804 0.42591473 0.54458272 0.25947202 0.39095285] [ 0.91264395 0.24690016 0.57820601 0.11718141 0.36128159] [ 0.46391653 0.57395016 0.61652496 0.50400255 0.50458576] [ 0.24920207 0.58218069 0.54464306 0.76056087 0.53224463] [ 0.49520191 0.70594008 0.29110121 0.61726328 0.42234262] [ 0.56326192 0.43100441 0.5454336 0.75024622 0.47742712] [ 0.71510488 0.53745277 0.46176385 0.33796957 0.54165795] [ 0.47414493 0.46578256 0.62405314 0.68117951 0.39307343] [ 0.41251249 0.56548121 0.52836067 0.81192738 0.48929214] [ 0.64385876 0.39811862 0.59499678 0.30509188 0.5738477 ] [ 0.32206749 0.69548417 0.45637261 0.73317803 0.48556939] [ 0.63450231 0.43687411 0.55401737 0.42685195 0.36456786] [ 0.22166165 0.74686285 0.29365368 0.82302836 0.5167392 ] [ 0.19270909 0.47026285 0.39094528 0.86669168 0.55619497] [ 0.70100131 0.35854325 0.67131018 0.25496715 0.46683448] [ 0.28504427 0.54686503 0.47689858 0.69915429 0.40302137] [ 0.54264662 0.56837846 0.32829651 0.70526888 0.56146094] [ 0.51349478 0.43569231 0.37054179 0.53114847 0.33231268] [ 0.44806452 0.47256754 0.52043224 0.63630665 0.4203066 ] [ 0.66324529 0.341543 0.65646598 0.38206255 0.35858047] [ 0.32173655 0.6999483 0.28946573 0.7399558 0.54227869] [ 0.77794574 0.44416833 0.42620101 0.37752222 0.27019168] [ 0.70862551 0.3856743 0.57074445 0.16346892 0.41888688] [ 0.51856451 0.62576842 0.40234158 0.58805925 0.43534115] [ 0.23121546 0.49669367 0.51022642 0.75309965 0.53639445] [ 0.43899751 0.57831302 0.39066213 0.56240173 0.36847543] [ 0.69264968 0.38242124 0.38207033 0.22653198 0.3027685 ] [ 0.47003438 0.59696551 0.37926472 0.66075912 0.44774806] [ 0.41052469 0.38355564 0.38494126 0.82085866 0.41883618] [ 0.67549749 0.33696687 0.48739599 0.26250503 0.41158451] [ 0.57815043 0.53465171 0.53207961 0.54320361 0.53936007] [ 0.27296679 0.57835449 0.45233086 0.88628451 0.61247001] [ 0.37667567 0.56473684 0.49862194 0.74442576 0.40726588] [ 0.71377642 0.52072891 0.42454163 0.39723121 0.42833018] [ 0.20015757 0.51303838 0.49386023 0.7355392 0.5182998 ] [ 0.21387698 0.7289251 0.39249563 0.82919054 0.57930621] [ 0.4560803 0.58830314 0.50474004 0.58736588 0.58349047] [ 0.72251297 0.57223848 0.50622366 0.41161244 0.37101277] [ 0.42311998 0.38201453 0.54600026 0.66684912 0.56110214] [ 0.67373225 0.52559724 0.42522375 0.39818957 0.33739793] [ 0.30499889 0.67197849 0.42558703 0.82219642 0.63691958] [ 0.45546382 0.4952654 0.59937513 0.67959141 0.52728564] [ 0.78832205 0.31955117 0.62612317 0.29825023 0.36966967] [ 0.84595094 0.55998867 0.47305039 0.25110683 0.34223559] [ 0.71407898 0.55108651 0.31833929 0.28409463 0.30539244] [ 0.41794577 0.52278078 0.50980954 0.56078755 0.67359078] [ 0.67806299 0.51106076 0.49241172 0.29343093 0.37661274] [ 0.57815084 0.58277723 0.61510662 0.48234878 0.51175487] [ 0.2235344 0.59802918 0.35135878 0.8626292 0.56585256] [ 0.66982667 0.26332136 0.54039285 0.36981642 0.46215866] [ 0.67044955 0.40167182 0.35371932 0.35783037 0.40577019] [ 0.27963485 0.63098 0.51888018 0.80155824 0.62668279] [ 0.47774822 0.44103815 0.67400125 0.66750859 0.47330786] [ 0.31376335 0.63842747 0.48323281 0.83544099 0.6084619 ] [ 0.48001286 0.5269689 0.51721143 0.44367107 0.56967124] [ 0.31610375 0.63499033 0.50560395 0.66205762 0.51349539] [ 0.72810504 0.44977013 0.5910305 0.1779209 0.44018578] [ 0.51247178 0.57829696 0.48061081 0.61195245 0.48870566] [ 0.81318397 0.52557389 0.34773351 0.35549807 0.37065546] [ 0.50936284 0.50198284 0.50391713 0.46930402 0.38597615] [ 0.4092755 0.62624077 0.45385843 0.78257652 0.59407743] [ 0.64538169 0.58018242 0.41043726 0.36713469 0.32476202] [ 0.65941181 0.67930906 0.3566294 0.45992746 0.34949264] [ 0.43418414 0.60711454 0.43188663 0.51906424 0.6422107 ] [ 0.76795796 0.26773917 0.52648691 0.28143511 0.44332268] [ 0.19391983 0.64410607 0.48041039 0.87054979 0.65664286] [ 0.73698218 0.45330545 0.50581143 0.30339407 0.41333266] [ 0.64666638 0.45550471 0.57009436 0.48517246 0.42067218] [ 0.45844405 0.49788798 0.46141434 0.52804346 0.64114114] [ 0.43476917 0.40874767 0.52591979 0.71731975 0.34547417] [ 0.76949256 0.32539672 0.5494093 0.30407642 0.40327382] [ 0.46425369 0.49881303 0.53913504 0.474795 0.52812618] [ 0.5210219 0.54104744 0.39188706 0.58827623 0.55197521] [ 0.60299995 0.43848107 0.50342317 0.33823382 0.54133164] [ 0.3317798 0.69843647 0.23763348 0.76660504 0.44603602] [ 0.64573746 0.52058837 0.38504915 0.48479171 0.4987402 ] [ 0.64717059 0.60167483 0.54551731 0.50777672 0.50090479] [ 0.35234289 0.62535754 0.54501836 0.70094679 0.48598972] [ 0.34197723 0.47636723 0.47598392 0.86663048 0.60303682] [ 0.62759386 0.54360632 0.50146237 0.52339821 0.42500393] [ 0.58443588 0.54092847 0.35278864 0.41586053 0.39357658] [ 0.64222612 0.25675888 0.59929596 0.43007012 0.4774427 ] [ 0.67866877 0.41192531 0.62822955 0.48132108 0.34618874] [ 0.43170436 0.57533863 0.4176286 0.54207463 0.42089048] [ 0.63541905 0.57513923 0.45217842 0.54385316 0.43818463] [ 0.12786634 0.66972276 0.39209586 0.84464706 0.54790885] [ 0.35184215 0.62123964 0.52698501 0.74061752 0.48845816] [ 0.3320683 0.53566101 0.55699953 0.71635283 0.50662406] [ 0.61053047 0.46201162 0.52773946 0.36904338 0.47805516] [ 0.45815058 0.68580713 0.42319112 0.56851818 0.43142353] [ 0.23233188 0.65590843 0.46417263 0.72854679 0.53036224] [ 0.767629 0.49972752 0.43537157 0.22057807 0.26051908] [ 0.49286946 0.45458423 0.43751434 0.4150273 0.48466145] [ 0.14623337 0.53180262 0.60186349 0.83649491 0.76728082] [ 0.845986 0.42767381 0.46038193 0.22213835 0.38925138] [ 0.36679968 0.5245016 0.50712245 0.78159286 0.48358716] [ 0.66938716 0.55414361 0.3651308 0.37643459 0.28697482] [ 0.65532066 0.44754157 0.41333402 0.41363321 0.62147953] [ 0.39278755 0.58056919 0.49326304 0.47376288 0.58599281] [ 0.19988977 0.69101022 0.37091548 0.78412939 0.56696647] [ 0.50071937 0.34045862 0.56086938 0.58844981 0.39836672] [ 0.83633515 0.39158954 0.5416171 0.32178205 0.39336629] [ 0.3240932 0.67724909 0.33679238 0.71635525 0.53111962] [ 0.84852031 0.50123383 0.5489788 0.39695272 0.31660802] [ 0.54885829 0.4183767 0.56009715 0.60428355 0.31178349] [ 0.43356496 0.49956127 0.4266897 0.66266475 0.61443083] [ 0.33529609 0.50137634 0.48978582 0.69499682 0.55786013] [ 0.54933553 0.48937053 0.46165157 0.39417375 0.41332382] [ 0.31837912 0.532328 0.49307601 0.72046128 0.43535548] [ 0.11408612 0.59961078 0.46855446 0.90638341 0.59944453] [ 0.18787244 0.55185011 0.45061852 0.83037561 0.57894391] [ 0.72511676 0.39308733 0.45527002 0.63111486 0.42060901] [ 0.47229575 0.43604807 0.58380897 0.63087425 0.39506175] [ 0.39557325 0.58364503 0.34996997 0.58254753 0.45910782] [ 0.41352247 0.38679249 0.55215163 0.43395049 0.73829529] [ 0.61503818 0.56386801 0.67551813 0.51001109 0.4852333 ] [ 0.74186199 0.40861389 0.42020704 0.30385078 0.33660728] [ 0.70886879 0.37191847 0.48961355 0.22347991 0.37917315] [ 0.29827987 0.63754967 0.44697976 0.7404693 0.52993198] [ 0.27805201 0.55609403 0.4437167 0.80992706 0.441549 ] [ 0.69315316 0.45514396 0.58376795 0.46858032 0.39205461] [ 0.3190857 0.49499222 0.45189049 0.76147986 0.4304541 ] Progress: 41.9% ... Training loss: 0.517 ... Validation loss: 0.855[ 0.33979061 0.56953949 0.38419129 0.59492932 0.44112313] [ 0.45719997 0.49950919 0.54571679 0.43585797 0.64043437] [ 0.16962594 0.51618783 0.38544588 0.77128191 0.51085114] [ 0.58567204 0.32191355 0.50792341 0.37404906 0.51127916] [ 0.49380314 0.59057411 0.63561698 0.53475985 0.51278569] [ 0.82619912 0.43581232 0.518513 0.38295985 0.30061071] [ 0.40809728 0.53597877 0.31907247 0.86952655 0.45643882] [ 0.39523555 0.5280759 0.40718741 0.60846729 0.48022571] [ 0.54848439 0.48985934 0.46145857 0.39463244 0.41347329] [ 0.54978572 0.47218093 0.48507005 0.64361872 0.54508421] [ 0.61288788 0.36672355 0.48851549 0.43827801 0.45607423] [ 0.66612249 0.52937909 0.39297038 0.47065379 0.3147022 ] [ 0.66897847 0.43805447 0.47313294 0.33011415 0.45858491] [ 0.34763669 0.64035453 0.39185073 0.59110272 0.40070184] [ 0.26769251 0.60755171 0.39193628 0.90481631 0.4403506 ] [ 0.56990705 0.54364436 0.38865885 0.61479202 0.60591825] [ 0.18007489 0.59227255 0.5593445 0.90721063 0.68462084] [ 0.66811146 0.54085671 0.42520238 0.61919967 0.46764832] [ 0.29883299 0.63445241 0.45015584 0.73892168 0.54854956] [ 0.78036794 0.35808863 0.5516806 0.18647079 0.39601524] [ 0.61121746 0.38760653 0.46369912 0.62771849 0.36074998] [ 0.79033351 0.61177764 0.44400804 0.44064905 0.45812056] [ 0.78742949 0.50628331 0.5551745 0.49794332 0.33755836] [ 0.75383111 0.44474036 0.44397356 0.28906197 0.29145204] [ 0.67116274 0.43474573 0.59393073 0.30720896 0.51871416] [ 0.20793269 0.57940842 0.37148008 0.83955153 0.45741436] [ 0.23899966 0.62165598 0.45513113 0.81294487 0.52152053] [ 0.54615821 0.62447711 0.40431289 0.63854029 0.4582821 ] [ 0.76516391 0.39759419 0.60925927 0.28844669 0.42512051] [ 0.6108476 0.43120561 0.46929255 0.54259521 0.35514617] [ 0.40012605 0.70772306 0.3049822 0.81932166 0.35266043] [ 0.54391006 0.59690671 0.57904591 0.51354367 0.53210487] [ 0.62347012 0.43473298 0.47008143 0.66868806 0.41495486] [ 0.20838357 0.52005487 0.53235855 0.72176274 0.68253775] [ 0.42506734 0.43397826 0.67480282 0.73195126 0.50133829] [ 0.334543 0.55547051 0.61024112 0.57675492 0.55974664] [ 0.40501196 0.59120121 0.41434004 0.77509212 0.330425 ] [ 0.73581424 0.41034592 0.47286215 0.30250037 0.50305266] [ 0.45308278 0.46601753 0.53538908 0.62577347 0.50618827] [ 0.62399295 0.50205601 0.60460859 0.34828711 0.51071242] [ 0.2187473 0.69509087 0.37094662 0.75902346 0.53271676] [ 0.75073617 0.46351692 0.36208093 0.25459811 0.37004708] [ 0.60313356 0.40270083 0.4850582 0.33992152 0.3751928 ] [ 0.82919537 0.53544868 0.45575422 0.29019343 0.41808396] [ 0.63014429 0.51120769 0.32860426 0.49369832 0.41071744] [ 0.61835967 0.50218406 0.44653725 0.47968822 0.55055896] [ 0.22304487 0.72117157 0.31675212 0.80979427 0.57225365] [ 0.36531055 0.53765635 0.57350367 0.73760232 0.40999252] [ 0.35355708 0.44485789 0.37384227 0.60362354 0.43059102] [ 0.8155702 0.48435394 0.41401953 0.25473212 0.32100493] [ 0.66986193 0.4965015 0.43119998 0.54107798 0.42557254] [ 0.55575354 0.37453677 0.53313053 0.50938695 0.37397908] [ 0.5348701 0.5550243 0.41222418 0.66754957 0.55659466] [ 0.6221651 0.42117222 0.52434645 0.48883696 0.51999738] [ 0.16177948 0.70145979 0.33472015 0.8806197 0.57336071] [ 0.55828577 0.40835453 0.49136725 0.27809024 0.55357966] [ 0.90266231 0.29830931 0.54425114 0.14252217 0.311918 ] [ 0.12713404 0.55763615 0.40347384 0.86867433 0.55975201] [ 0.20569515 0.64790721 0.47761197 0.89345844 0.67549153] [ 0.46163798 0.58395073 0.33885332 0.60901261 0.48022336] [ 0.53191674 0.58740754 0.36475371 0.54927733 0.51532667] [ 0.49064708 0.5002576 0.48828333 0.76509111 0.38115531] [ 0.52870581 0.62339242 0.45485035 0.49454675 0.64928985] [ 0.34679751 0.55185984 0.46308394 0.65367335 0.5350522 ] [ 0.14834615 0.72300997 0.3731235 0.66866369 0.59064198] [ 0.67573701 0.51020012 0.60170484 0.6826627 0.43840477] [ 0.761551 0.42872936 0.46281689 0.32911399 0.36752947] [ 0.4275194 0.55242191 0.39339415 0.61855387 0.57255496] [ 0.60026854 0.43637829 0.5425372 0.6822439 0.46221613] [ 0.7990014 0.45335358 0.63793119 0.16700253 0.50655219] [ 0.27665692 0.54059845 0.48048232 0.64617319 0.48729022] [ 0.66289829 0.57842169 0.46749442 0.53479928 0.338078 ] [ 0.50170069 0.48824028 0.40335878 0.27107044 0.48862389] [ 0.4207286 0.61199021 0.39492458 0.6230413 0.44382448] [ 0.83522691 0.38130217 0.47193608 0.14552451 0.23843301] [ 0.57917919 0.49492429 0.46614957 0.30302249 0.40571124] [ 0.16684957 0.63049823 0.43494522 0.85982768 0.41208577] [ 0.68905077 0.45959086 0.56434099 0.45499824 0.41686057] [ 0.60681144 0.53050247 0.45089656 0.58477529 0.39670467] [ 0.45381902 0.52118532 0.39356565 0.48290356 0.37645386] [ 0.51295223 0.51625551 0.55357956 0.41286393 0.61417709] [ 0.33848912 0.56648738 0.57570499 0.75130276 0.59455534] [ 0.61498289 0.56126294 0.4146957 0.57052655 0.57979665] [ 0.62979887 0.57292121 0.46856404 0.44185471 0.55500187] [ 0.51780127 0.56954174 0.59798344 0.62770648 0.57938051] [ 0.65556616 0.42797001 0.57472219 0.35180089 0.35306699] [ 0.46756986 0.57731138 0.5019989 0.47393794 0.52323053] [ 0.60402971 0.55286358 0.51692309 0.44194895 0.34621087] [ 0.59358295 0.61036051 0.42656773 0.49397951 0.45152279] [ 0.72268365 0.45613326 0.49070688 0.33534949 0.47248427] [ 0.50985604 0.50387478 0.44198311 0.63459016 0.37080861] [ 0.44632275 0.51252175 0.53554598 0.69274299 0.50860903] [ 0.47723115 0.53859522 0.39747306 0.48684816 0.49616616] [ 0.44515695 0.70905759 0.35630166 0.61061687 0.42978207] [ 0.50047132 0.43377497 0.32529042 0.64033046 0.51948804] [ 0.50483575 0.50522994 0.50096149 0.71536766 0.33094201] [ 0.62790607 0.54985703 0.49062172 0.29414766 0.54878965] [ 0.81159721 0.5414154 0.47929273 0.40342249 0.33016926] [ 0.54508438 0.50254591 0.56052853 0.56569772 0.49344118] [ 0.45446464 0.49934715 0.40651462 0.39493681 0.48192097] [ 0.72849067 0.51067323 0.43452726 0.44632968 0.36014857] [ 0.30654986 0.56719712 0.54959029 0.88536341 0.61748984] [ 0.18128283 0.62162775 0.5632332 0.8876674 0.56020758] [ 0.44930282 0.5871942 0.55286539 0.49626737 0.36788296] [ 0.64521811 0.56855534 0.50272434 0.55767639 0.38939592] [ 0.54852068 0.34904055 0.52362924 0.61495265 0.42114486] [ 0.55673762 0.59386918 0.49026155 0.6237056 0.52503696] [ 0.44508064 0.53395314 0.42953818 0.70212316 0.65151681] [ 0.8257864 0.30766879 0.58598611 0.2092667 0.43483334] [ 0.32558927 0.6752474 0.47595202 0.76298306 0.49464876] [ 0.33454889 0.53294972 0.50225266 0.58656284 0.62607501] [ 0.60428309 0.60727542 0.47406618 0.58785663 0.38915399] [ 0.54989992 0.50025948 0.41580558 0.64263262 0.36311203] [ 0.53865855 0.50540863 0.58557146 0.4194221 0.59974695] [ 0.24332743 0.67283561 0.4532338 0.80556002 0.49979522] [ 0.4970397 0.6904781 0.41365126 0.65469566 0.45541909] [ 0.21081875 0.57092106 0.51995286 0.87273913 0.56444883] [ 0.48182312 0.61522662 0.40716004 0.62707031 0.44070301] [ 0.70023879 0.44234171 0.52714161 0.6670098 0.41900491] [ 0.82134707 0.51846287 0.57260575 0.30205392 0.40403645] [ 0.53801103 0.44218267 0.32247051 0.55928884 0.47110438] [ 0.73662811 0.49202269 0.39288932 0.59739988 0.47118728] [ 0.6308122 0.50359728 0.43462517 0.4103989 0.45797013] [ 0.1926792 0.56839313 0.55295819 0.84477213 0.57338774] [ 0.25008877 0.50446954 0.40976054 0.81694532 0.48357336] [ 0.75650756 0.48729197 0.53908786 0.18119169 0.42022862] [ 0.33547275 0.50323273 0.45506011 0.4548801 0.5973826 ] [ 0.54952994 0.62434744 0.43591277 0.42546442 0.56290738] Progress: 42.0% ... Training loss: 0.517 ... Validation loss: 0.852[ 0.33214554 0.64615693 0.38234433 0.8323035 0.61163571] [ 0.56437013 0.57352271 0.36426569 0.50917488 0.38667189] [ 0.53100613 0.47612091 0.5307368 0.7665722 0.44401946] [ 0.61888002 0.63619308 0.35755088 0.46953674 0.32679858] [ 0.54667208 0.5305528 0.49104235 0.46260748 0.33363462] [ 0.28245283 0.610511 0.483427 0.66110625 0.49887917] [ 0.56706017 0.56254736 0.4542091 0.66310254 0.5174649 ] [ 0.66353866 0.48450741 0.36478885 0.36873591 0.3334343 ] [ 0.5878607 0.43993705 0.43880719 0.5814622 0.33890743] [ 0.74933198 0.40183721 0.53802099 0.20335663 0.38601532] [ 0.50294076 0.43957411 0.53456308 0.41573936 0.45509261] [ 0.63549628 0.42627584 0.37486491 0.44035866 0.40560968] [ 0.60300552 0.32631101 0.42132143 0.59305477 0.35018943] [ 0.38280521 0.58499471 0.42084648 0.62856597 0.48008528] [ 0.35750979 0.57159279 0.5909241 0.69859649 0.4632865 ] [ 0.68174427 0.57314974 0.37001047 0.37230001 0.31343072] [ 0.11315558 0.70461998 0.46421599 0.89057939 0.54175217] [ 0.50294076 0.43957411 0.53456308 0.41573936 0.45509261] [ 0.6154896 0.40845036 0.51993386 0.57284221 0.31229048] [ 0.66356681 0.42534275 0.59321982 0.27560735 0.50069991] [ 0.48879235 0.54753121 0.40385978 0.54617721 0.55989681] [ 0.22910045 0.53575217 0.61257796 0.75474254 0.62547057] [ 0.78101611 0.37631763 0.53908097 0.22860727 0.33280666] [ 0.44045552 0.48468892 0.55494649 0.47225167 0.67539426] [ 0.78472878 0.42587455 0.61782972 0.15521396 0.45163862] [ 0.61243859 0.52872053 0.36181143 0.51705889 0.39857198] [ 0.76300956 0.43921378 0.60372121 0.45744245 0.35178302] [ 0.82804966 0.39954697 0.44911997 0.14825965 0.27249285] [ 0.46703069 0.66272271 0.56332507 0.53629547 0.44061458] [ 0.82986959 0.40740849 0.58283796 0.24822945 0.38266885] [ 0.39355697 0.55049515 0.55052665 0.74991134 0.5341219 ] [ 0.68630332 0.4977834 0.35352071 0.43042786 0.33706496] [ 0.44606078 0.63593554 0.32187134 0.76245587 0.57668103] [ 0.71265724 0.39774217 0.62308288 0.36088117 0.45972279] [ 0.68627947 0.43709591 0.53755433 0.47828623 0.3897893 ] [ 0.68481087 0.39596148 0.52573658 0.18397555 0.47282762] [ 0.60875477 0.59332945 0.48764888 0.56736068 0.54915385] [ 0.72637806 0.3511915 0.59006071 0.28698878 0.38722832] [ 0.51893128 0.6628697 0.4108872 0.60609582 0.41897344] [ 0.65762429 0.48581342 0.37737382 0.37347033 0.32636643] [ 0.5366886 0.39561007 0.57316013 0.28955545 0.54535029] [ 0.30411293 0.55569629 0.43084048 0.76910142 0.47224726] [ 0.59485079 0.46734599 0.54463154 0.5757464 0.36105884] [ 0.71705202 0.56238049 0.59650284 0.35605243 0.43120834] [ 0.70405724 0.53599348 0.44445753 0.53900663 0.47141307] [ 0.48462596 0.605951 0.44650301 0.74297821 0.49080039] [ 0.43793527 0.50117645 0.4197614 0.75096534 0.45547258] [ 0.63898698 0.44234203 0.46481032 0.34552683 0.53744019] [ 0.54353081 0.46741652 0.66440367 0.79450613 0.42416138] [ 0.4766585 0.56530395 0.4384578 0.54659428 0.46185244] [ 0.41720071 0.55842275 0.5219168 0.735284 0.62909608] [ 0.36522097 0.55961496 0.40570355 0.46594727 0.58962467] [ 0.5558285 0.46411308 0.63077301 0.30796695 0.43480483] [ 0.4217727 0.51551188 0.56372897 0.75772619 0.45934455] [ 0.72748094 0.40208411 0.64024692 0.28209922 0.51521737] [ 0.57965003 0.48685939 0.46037092 0.61539752 0.35895142] [ 0.30819818 0.66037771 0.276295 0.68674846 0.44646994] [ 0.62975807 0.39070776 0.54669019 0.63968242 0.41846908] [ 0.82578337 0.41700552 0.61244825 0.34146239 0.3925186 ] [ 0.66670557 0.49684751 0.6316125 0.42168173 0.45481993] [ 0.41296933 0.53340597 0.48906255 0.73699353 0.43987882] [ 0.34911324 0.66107256 0.31752624 0.69879339 0.57780485] [ 0.31589155 0.68823464 0.40296515 0.69586151 0.51324443] [ 0.71844115 0.46899275 0.57003347 0.34361399 0.43792595] [ 0.68975712 0.44272621 0.55195011 0.41491856 0.53975749] [ 0.58363916 0.59410072 0.40062083 0.496489 0.39818401] [ 0.72118495 0.39456267 0.42204391 0.37224523 0.47025215] [ 0.37828143 0.59071695 0.53649224 0.59525969 0.5860508 ] [ 0.57712228 0.55641131 0.53088164 0.36110223 0.53826124] [ 0.2740773 0.55481766 0.44152814 0.85314716 0.51665043] [ 0.65156579 0.50869131 0.47421501 0.50676998 0.39992959] [ 0.75258104 0.47691125 0.54959054 0.3325865 0.40786433] [ 0.59377847 0.52746635 0.55070699 0.31623555 0.42924284] [ 0.62214328 0.56297513 0.57350243 0.47041735 0.52214837] [ 0.3059895 0.58883356 0.54387223 0.72849115 0.44397359] [ 0.53342256 0.58092957 0.44190889 0.70088881 0.58476121] [ 0.48490161 0.43920876 0.58378849 0.7007694 0.39021962] [ 0.36801268 0.66710516 0.47676049 0.69915341 0.46565639] [ 0.25570634 0.6202311 0.39427226 0.88229865 0.42899679] [ 0.78923695 0.4645334 0.5938043 0.32769019 0.45515076] [ 0.35293296 0.46942094 0.55675246 0.44064416 0.53708186] [ 0.23510378 0.58645992 0.47128796 0.77681259 0.56957672] [ 0.74145045 0.33433244 0.4621556 0.35927166 0.49506605] [ 0.58247477 0.38112314 0.63707041 0.48804351 0.4798191 ] [ 0.30826994 0.5482101 0.42568561 0.78722482 0.38081214] [ 0.85321145 0.39669658 0.54640615 0.32234487 0.30651575] [ 0.21449229 0.57020071 0.52651902 0.77458667 0.38442918] [ 0.64293873 0.50994541 0.57000942 0.51189408 0.45425146] [ 0.6714015 0.3698132 0.37031921 0.18990717 0.39355797] [ 0.70096507 0.33298505 0.521492 0.51475849 0.43940916] [ 0.61531739 0.43153739 0.58677872 0.54454118 0.50494713] [ 0.7405704 0.34564565 0.50284122 0.31582598 0.41358311] [ 0.52562538 0.54025358 0.51536284 0.71895562 0.38840328] [ 0.70583381 0.46511047 0.58436611 0.41995724 0.41138149] [ 0.18524556 0.64236894 0.43153342 0.87518905 0.37897817] [ 0.57859932 0.58118733 0.52590106 0.51004277 0.38690295] [ 0.58126245 0.38594139 0.45257924 0.61415941 0.54155006] [ 0.84060999 0.44932595 0.55968393 0.22610901 0.38487508] [ 0.50266042 0.53031571 0.36494853 0.5936833 0.40252417] [ 0.49739226 0.54973859 0.49230278 0.56823612 0.42555418] [ 0.10044539 0.61415468 0.51431252 0.93550605 0.58775193] [ 0.3800099 0.50765411 0.62984274 0.7280227 0.59363861] [ 0.72939254 0.29381771 0.49144106 0.38968956 0.3871548 ] [ 0.22301644 0.59881263 0.35105003 0.86289265 0.56620619] [ 0.53491392 0.32526464 0.4529508 0.67209345 0.40101289] [ 0.53166776 0.54154832 0.57369494 0.37728116 0.49793548] [ 0.65415912 0.3870685 0.54744484 0.42115724 0.47969481] [ 0.429551 0.59141961 0.46322075 0.74543348 0.3652823 ] [ 0.71078103 0.41004889 0.54975841 0.38663284 0.38548782] [ 0.47155904 0.61995362 0.33157619 0.5977393 0.31473641] [ 0.73509188 0.52522719 0.35449018 0.64326482 0.40702313] [ 0.69958329 0.45922693 0.37665188 0.31731699 0.34513798] [ 0.69040933 0.43701889 0.52656129 0.31245008 0.47990324] [ 0.57260584 0.5204387 0.43521098 0.44247879 0.45212356] [ 0.62581634 0.45843921 0.56295564 0.52215259 0.41455949] [ 0.3037324 0.53851024 0.47406466 0.81150304 0.53639181] [ 0.50869624 0.54496901 0.48294874 0.44387818 0.68562298] [ 0.5946409 0.51414511 0.366676 0.50289973 0.37829438] [ 0.66494036 0.46651096 0.4839349 0.34553355 0.44613281] [ 0.46800331 0.47559507 0.52685305 0.57338906 0.51890938] [ 0.44143748 0.65004668 0.55944522 0.68139089 0.43429129] [ 0.34557299 0.56993917 0.32759222 0.80755981 0.33386467] [ 0.63357927 0.43892393 0.52918732 0.54746491 0.37160559] [ 0.55281451 0.4120492 0.59717792 0.65065976 0.3602173 ] [ 0.35505056 0.60307683 0.54158515 0.66781347 0.5642555 ] [ 0.60393505 0.42192221 0.47493081 0.31750699 0.41701219] [ 0.79906914 0.47018895 0.65745761 0.21456288 0.44559889] [ 0.44807916 0.61475251 0.32301922 0.69385544 0.37239197] Progress: 42.0% ... Training loss: 0.516 ... Validation loss: 0.854[ 0.59832496 0.49341073 0.66810986 0.57451451 0.37719137] [ 0.26306353 0.59992201 0.43899221 0.45524549 0.52023179] [ 0.60372483 0.51267587 0.4679432 0.4755647 0.4285269 ] [ 0.33193669 0.59966234 0.34241941 0.51764469 0.46577588] [ 0.29613209 0.57545221 0.49453907 0.84240662 0.49236947] [ 0.36542572 0.55964682 0.40568872 0.46584603 0.58963221] [ 0.68627676 0.49323382 0.46078847 0.51548569 0.28112276] [ 0.76271893 0.55172899 0.36526752 0.48705099 0.37894519] [ 0.82487998 0.31994481 0.65529837 0.24668343 0.4390387 ] [ 0.88160804 0.3063933 0.61773541 0.15433918 0.31571065] [ 0.79712017 0.53683657 0.47158412 0.29783015 0.3499942 ] [ 0.46194741 0.6703548 0.34311064 0.62994606 0.3375687 ] [ 0.61568082 0.66660604 0.47210576 0.69044296 0.50816728] [ 0.27955791 0.61751142 0.42224441 0.55231709 0.60474021] [ 0.25227214 0.56884412 0.52481727 0.80355329 0.43130857] [ 0.33347168 0.69923968 0.47985271 0.70887568 0.45861482] [ 0.51173062 0.49595893 0.5254774 0.49170583 0.60310438] [ 0.73254522 0.43238992 0.31877991 0.21675487 0.27168569] [ 0.46944268 0.69230683 0.31037966 0.76773685 0.31744065] [ 0.59999847 0.60026104 0.60077987 0.447284 0.5299156 ] [ 0.75184608 0.35846063 0.60398542 0.24978351 0.45587126] [ 0.23698382 0.59138809 0.42199119 0.71999164 0.57716546] [ 0.68735089 0.43066245 0.57402607 0.54284171 0.42287353] [ 0.15570116 0.63004755 0.40137813 0.84967044 0.47828792] [ 0.33789452 0.52401851 0.43338819 0.76567345 0.37545666] [ 0.79864788 0.47119086 0.55491152 0.37538244 0.3920052 ] [ 0.27852891 0.63367627 0.51228166 0.58972625 0.44703322] [ 0.30912445 0.54799137 0.42577235 0.78674948 0.38075132] [ 0.2280804 0.69022216 0.47249275 0.77216156 0.5292848 ] [ 0.37657478 0.55505428 0.42982533 0.76990969 0.44769115] [ 0.7736952 0.32011446 0.67745274 0.20258184 0.44501873] [ 0.68899677 0.47198925 0.47328378 0.37316661 0.35748286] [ 0.65440195 0.61016319 0.48962925 0.62420976 0.46588887] [ 0.6513402 0.42535489 0.60402338 0.26826593 0.4558991 ] [ 0.36499144 0.51786832 0.44734219 0.70339366 0.4891633 ] [ 0.43606717 0.6135432 0.40012892 0.59436622 0.53210558] [ 0.4862793 0.53853663 0.55875018 0.7663217 0.50102527] [ 0.86814679 0.41270205 0.54577065 0.32794474 0.28773574] [ 0.52215153 0.50794109 0.36300633 0.45953863 0.39194811] [ 0.12337404 0.69013666 0.34040543 0.8151386 0.57978245] [ 0.62797626 0.54991975 0.49058332 0.29422038 0.54882333] [ 0.80653576 0.4747107 0.50064997 0.24364078 0.4339891 ] [ 0.70677404 0.47965971 0.597102 0.58642197 0.34930027] [ 0.15838516 0.56060231 0.4941819 0.8169611 0.49550927] [ 0.64902608 0.4546628 0.57508158 0.63746272 0.44547054] [ 0.7319145 0.45954005 0.70241998 0.44620922 0.32824032] [ 0.30247531 0.49557355 0.50832728 0.54568058 0.61688108] [ 0.17710079 0.67958163 0.33474406 0.81138932 0.48393248] [ 0.52942269 0.56208072 0.46987792 0.65394593 0.46345146] [ 0.36186748 0.50372528 0.46724847 0.61281509 0.53399837] [ 0.83578219 0.48643086 0.49762716 0.28244758 0.41520179] [ 0.73327076 0.55269571 0.51476445 0.51412646 0.38682687] [ 0.6046295 0.52537274 0.49267366 0.52698385 0.51678577] [ 0.32067261 0.66561585 0.40868398 0.88420595 0.31999356] [ 0.4348687 0.5792127 0.50260652 0.55873132 0.63423701] [ 0.83922625 0.46872255 0.53074791 0.19635153 0.36732988] [ 0.68356332 0.43823991 0.60674141 0.34907275 0.38317888] [ 0.51411814 0.55176784 0.42717392 0.40473876 0.39442922] [ 0.77262652 0.53300349 0.36405129 0.26913118 0.30046365] [ 0.21766724 0.54007225 0.50615295 0.81369162 0.60896209] [ 0.32781599 0.63701163 0.40143015 0.74243253 0.57948638] [ 0.80136788 0.47135595 0.5200172 0.16601076 0.31304724] [ 0.22646234 0.56848982 0.57925765 0.83347244 0.52054179] [ 0.12879393 0.6667772 0.41286489 0.91857615 0.5972445 ] [ 0.44314544 0.56094827 0.45170115 0.79069143 0.51136381] [ 0.60920923 0.4621507 0.49415323 0.45359131 0.35323922] [ 0.51449132 0.55669828 0.53018768 0.39700628 0.54917978] [ 0.53746459 0.50584327 0.54815928 0.71923598 0.36358108] [ 0.55754101 0.53325305 0.48067957 0.49695147 0.61164644] [ 0.40052628 0.52666319 0.51526472 0.54120815 0.53259683] [ 0.66873438 0.37414165 0.44388916 0.58086875 0.46405939] [ 0.38145509 0.64780547 0.41662158 0.61607365 0.45257832] [ 0.24838358 0.66250358 0.36457018 0.69436059 0.51353699] [ 0.59001208 0.57321382 0.57596956 0.52777651 0.37668943] [ 0.24934705 0.53773065 0.50369469 0.63613713 0.39866539] [ 0.63665363 0.39411928 0.51216385 0.27883577 0.55353334] [ 0.6083556 0.44567767 0.47153796 0.47788697 0.54372751] [ 0.15589637 0.67850436 0.33549222 0.72695393 0.64808542] [ 0.25525582 0.56969934 0.42141844 0.68911529 0.38606266] [ 0.79844651 0.48746485 0.39388223 0.4693465 0.42482065] [ 0.71938492 0.46250955 0.62211399 0.32365798 0.48809973] [ 0.66366203 0.62549896 0.45307407 0.48459729 0.49484761] [ 0.72137464 0.46139927 0.57604939 0.41510674 0.42207829] [ 0.61069595 0.43664561 0.45823689 0.33950308 0.39463256] [ 0.55255865 0.66571284 0.41937354 0.54020865 0.41428182] [ 0.38177551 0.51025394 0.45626943 0.66376745 0.38413892] [ 0.72803604 0.53733733 0.41903868 0.33711245 0.37566396] [ 0.63557985 0.57799982 0.38769957 0.47258372 0.48392436] [ 0.43489671 0.5523594 0.32851655 0.62531896 0.4794808 ] [ 0.48359116 0.727923 0.38742162 0.77191807 0.51788364] [ 0.36603694 0.52376766 0.36744961 0.86019367 0.41149235] [ 0.89463327 0.45722499 0.49916448 0.30001024 0.33216903] [ 0.75725195 0.30963858 0.4275301 0.38040075 0.45401776] [ 0.59797095 0.4104978 0.59757304 0.62587468 0.45864741] [ 0.70067027 0.47150592 0.52612243 0.3394649 0.38439919] [ 0.62160041 0.47507328 0.4153879 0.30001034 0.33836527] [ 0.52728309 0.50498225 0.3134182 0.55920548 0.31414119] [ 0.50060207 0.64498704 0.46759105 0.67961513 0.41831039] [ 0.8986508 0.47294897 0.50297823 0.21151318 0.3357161 ] [ 0.69152918 0.60747442 0.45615603 0.44268085 0.37893536] [ 0.32993299 0.63524798 0.40138327 0.71373283 0.41141623] [ 0.50800561 0.51924644 0.46085711 0.59986899 0.36904655] [ 0.59265494 0.62085 0.37030599 0.62406444 0.47569934] [ 0.21457796 0.52427382 0.50199124 0.72268948 0.47569444] [ 0.45667619 0.54464385 0.45173173 0.56622177 0.52100266] [ 0.53222486 0.50489944 0.64265523 0.65247423 0.43102673] [ 0.53706974 0.50635116 0.5504682 0.35696915 0.55830924] [ 0.37350665 0.49060077 0.52200093 0.52122756 0.60266573] [ 0.69788394 0.55349828 0.41107786 0.4033417 0.36750112] [ 0.37657478 0.55505428 0.42982533 0.76990969 0.44769115] [ 0.56074287 0.54257221 0.54661926 0.43235526 0.51544445] [ 0.70818175 0.32524669 0.70097832 0.43133124 0.40956795] [ 0.65012612 0.41806448 0.72318727 0.62468273 0.40314605] [ 0.37913563 0.63254538 0.28917672 0.71676566 0.3957443 ] [ 0.69018419 0.45872907 0.50867739 0.32691322 0.3356828 ] [ 0.24838358 0.66250358 0.36457018 0.69436059 0.51353699] [ 0.74152691 0.40823445 0.58545893 0.39277456 0.43806619] [ 0.21697132 0.60259567 0.35529892 0.72776488 0.52960773] [ 0.75529084 0.50623709 0.40698418 0.27480832 0.33720617] [ 0.42802301 0.48999831 0.58529797 0.55848296 0.54992616] [ 0.54586796 0.40063273 0.5936085 0.31868627 0.49845513] [ 0.3741547 0.57378631 0.41168722 0.46849161 0.46382462] [ 0.31649089 0.54887045 0.61452851 0.7976396 0.4131185 ] [ 0.61952679 0.51448307 0.64653221 0.54831675 0.42513062] [ 0.64152792 0.66670434 0.42816443 0.61856561 0.50071456] [ 0.62044691 0.65773835 0.2858578 0.55359341 0.37638623] [ 0.74235829 0.54172929 0.25406729 0.48062551 0.37689723] [ 0.68584605 0.45631655 0.44024577 0.41121868 0.58923988] Progress: 42.0% ... Training loss: 0.516 ... Validation loss: 0.851[ 0.42488858 0.62059081 0.42506195 0.56553493 0.53227843] [ 0.48014354 0.65194897 0.41219828 0.79716778 0.56444919] [ 0.55040106 0.45442495 0.60545008 0.78700437 0.43243619] [ 0.85200196 0.3704885 0.70146679 0.21771835 0.42067431] [ 0.78161486 0.44983048 0.56196945 0.31830577 0.40435292] [ 0.52870349 0.51747127 0.56104268 0.53593487 0.37334845] [ 0.82891615 0.41319638 0.63668061 0.20786448 0.47349758] [ 0.77513785 0.36040358 0.53010671 0.55126882 0.33689015] [ 0.32567368 0.5217754 0.58959051 0.81971636 0.49213667] [ 0.57491511 0.497063 0.52745436 0.34864366 0.4570101 ] [ 0.66790016 0.57752585 0.45064855 0.49263636 0.30880594] [ 0.50920654 0.41595092 0.52427342 0.40281531 0.427443 ] [ 0.35278915 0.56919768 0.58326551 0.66961335 0.58205913] [ 0.27490808 0.61480586 0.27551841 0.82549527 0.59848673] [ 0.30871438 0.65368508 0.57906594 0.50887065 0.62468094] [ 0.5385463 0.66117603 0.2767585 0.50822639 0.37822218] [ 0.11287548 0.63751734 0.46722501 0.86142797 0.48086133] [ 0.48231398 0.45347353 0.50989889 0.50133057 0.61693092] [ 0.83038536 0.52092498 0.59998262 0.22283706 0.38878743] [ 0.67870931 0.51625089 0.53685084 0.38229463 0.48782088] [ 0.42656794 0.58893598 0.33118507 0.75927855 0.6554469 ] [ 0.15019853 0.51162578 0.37750055 0.83178052 0.58876495] [ 0.4338412 0.65830599 0.42134799 0.71091327 0.41766662] [ 0.86671509 0.44092995 0.5459513 0.20018117 0.36787183] [ 0.72952914 0.39607006 0.5962941 0.31945008 0.46446149] [ 0.71405549 0.52072562 0.36115719 0.30093824 0.3558439 ] [ 0.23387514 0.55864656 0.35187045 0.84906078 0.58633897] [ 0.3555279 0.56340761 0.60526297 0.78236038 0.59622008] [ 0.81461711 0.39904695 0.45249616 0.29172925 0.41593898] [ 0.75279373 0.4186574 0.59544983 0.24682771 0.51783354] [ 0.72886512 0.4934389 0.51149692 0.40691491 0.38631868] [ 0.36190425 0.50876974 0.50465911 0.65965685 0.51773211] [ 0.69694191 0.64731866 0.43487684 0.44195144 0.46136579] [ 0.4505713 0.47745552 0.52742117 0.41432966 0.51311797] [ 0.69711314 0.48037858 0.42163619 0.32640354 0.36305497] [ 0.49157377 0.50003511 0.60246563 0.70489057 0.53065521] [ 0.58624476 0.50587827 0.48749665 0.48902833 0.39449384] [ 0.64192976 0.34442019 0.51709285 0.47878111 0.42986231] [ 0.41755336 0.5234177 0.50951711 0.56124533 0.67383837] [ 0.60947487 0.47963487 0.45444393 0.7346008 0.33892581] [ 0.86497458 0.33908142 0.54349075 0.30093896 0.36397517] [ 0.83714275 0.51255606 0.42369722 0.30080621 0.37604467] [ 0.56099641 0.4800392 0.40839966 0.5228701 0.37445984] [ 0.23363904 0.58392096 0.45094429 0.82586218 0.48110417] [ 0.4914728 0.49011338 0.62806255 0.56098019 0.60798941] [ 0.6437478 0.40111119 0.42261474 0.41657545 0.39473867] [ 0.62653669 0.40569805 0.54339662 0.61855511 0.45090881] [ 0.44952595 0.52246129 0.4544931 0.58272108 0.39074599] [ 0.78420673 0.34527602 0.54338508 0.28007722 0.46386336] [ 0.40918866 0.58517484 0.49366305 0.61255373 0.62071143] [ 0.19796615 0.65640426 0.41930177 0.76282871 0.51079057] [ 0.36930761 0.63136543 0.42479927 0.66202882 0.51501899] [ 0.64256621 0.52770288 0.39004584 0.53581214 0.32773503] [ 0.10298645 0.57067782 0.50115425 0.8697095 0.60994585] [ 0.89724841 0.32497198 0.55042252 0.12654025 0.37465832] [ 0.66070635 0.5078429 0.51582739 0.73145794 0.41763681] [ 0.34316266 0.6886902 0.28094143 0.70417848 0.40170389] [ 0.72435173 0.37814625 0.5301332 0.41599311 0.35944594] [ 0.23519967 0.44689396 0.40065611 0.75765924 0.64993817] [ 0.43623861 0.54124535 0.52830274 0.76641652 0.45921863] [ 0.37478428 0.57582761 0.46883904 0.52197931 0.52661837] [ 0.63425547 0.4061881 0.54322547 0.64902199 0.32667398] [ 0.62443573 0.43182341 0.57283367 0.60844114 0.33522067] [ 0.52316037 0.53399473 0.55710681 0.67763478 0.3347678 ] [ 0.42397341 0.49072545 0.56594262 0.42837687 0.56258796] [ 0.51331173 0.44278461 0.58026848 0.57628077 0.37640643] [ 0.56951088 0.45176404 0.52129408 0.68340237 0.36173335] [ 0.5520611 0.64565799 0.32948169 0.54897073 0.38419457] [ 0.7648376 0.4655989 0.63353883 0.26029996 0.52494667] [ 0.76370314 0.40097741 0.4964204 0.23808667 0.37873927] [ 0.61270253 0.54747592 0.61178849 0.64222864 0.47683311] [ 0.46362389 0.49325345 0.46299628 0.6878613 0.64242275] [ 0.72485238 0.46162624 0.40676424 0.25972137 0.30945147] [ 0.63966438 0.34975826 0.59395313 0.51576752 0.34740767] [ 0.83674253 0.44421694 0.57771526 0.3275437 0.40789744] [ 0.40834545 0.52583461 0.47725681 0.67006358 0.39943353] [ 0.40116731 0.61840733 0.39452793 0.68515906 0.48266626] [ 0.5280504 0.58784179 0.42068225 0.62688363 0.37982857] [ 0.27924401 0.67867862 0.53548411 0.7492675 0.49685233] [ 0.70108302 0.48091471 0.48780253 0.31026869 0.35321239] [ 0.59891192 0.36558018 0.57892 0.50089491 0.48410062] [ 0.52458922 0.46148156 0.55259482 0.43808748 0.39079736] [ 0.20925655 0.67307374 0.43346843 0.89372393 0.5630707 ] [ 0.308474 0.55340151 0.38328971 0.73803857 0.5938214 ] [ 0.61654174 0.56838744 0.53538864 0.37931092 0.43741787] [ 0.11767129 0.63102078 0.37416477 0.88083744 0.67386911] [ 0.35079678 0.47321456 0.47010203 0.63698298 0.46386115] [ 0.44230092 0.52433467 0.49759249 0.82348063 0.45173936] [ 0.67216809 0.5230807 0.51924338 0.47467276 0.38103681] [ 0.84606146 0.3650451 0.67940621 0.21416126 0.41648038] [ 0.61567346 0.51826489 0.47503431 0.56331836 0.31709956] [ 0.45628605 0.51742447 0.50162416 0.64503889 0.46539543] [ 0.72490393 0.50697033 0.35852892 0.47130292 0.31082665] [ 0.37031158 0.53397011 0.53277661 0.78476448 0.52657109] [ 0.4540344 0.50001921 0.40623695 0.39547079 0.48219887] [ 0.25254988 0.56947503 0.46913357 0.87703445 0.62277865] [ 0.19852461 0.60350453 0.37442951 0.80942702 0.52827468] [ 0.71167012 0.47196533 0.62783897 0.31279972 0.4908194 ] [ 0.60854998 0.46266525 0.49392336 0.45413611 0.35344964] [ 0.87436042 0.39281452 0.52986738 0.22943105 0.35950714] [ 0.69711314 0.48037858 0.42163619 0.32640354 0.36305497] [ 0.37377689 0.66778601 0.44025422 0.67366984 0.44975837] [ 0.73267314 0.30954758 0.47814906 0.3544613 0.44882347] [ 0.61758875 0.55822388 0.45168472 0.29187651 0.44004094] [ 0.72874711 0.46317766 0.46454198 0.39822979 0.32030461] [ 0.70260959 0.35993542 0.68691656 0.46229352 0.45881608] [ 0.53316495 0.46705115 0.50924632 0.50038334 0.41102617] [ 0.20042307 0.56400296 0.4116731 0.85318822 0.51115396] [ 0.55947743 0.49594813 0.36674989 0.58700236 0.40348722] [ 0.52545057 0.47294852 0.36112606 0.66075629 0.51912078] [ 0.640714 0.50015129 0.45808821 0.70140641 0.36445685] [ 0.40580771 0.47245269 0.61364024 0.67318367 0.41158187] [ 0.68932087 0.42060983 0.61113704 0.39709692 0.48059584] [ 0.62069555 0.42980923 0.39165389 0.36965968 0.32686713] [ 0.19981796 0.70611406 0.38469316 0.76560816 0.52615987] [ 0.63219424 0.59946619 0.51303069 0.48111824 0.43359792] [ 0.2788931 0.58147782 0.55622071 0.79762256 0.54750048] [ 0.59606519 0.49029329 0.37648329 0.50329628 0.37637261] [ 0.677142 0.41765819 0.42830874 0.42789015 0.36033413] [ 0.61964903 0.60177336 0.51700728 0.5506304 0.40951295] [ 0.70882737 0.37814539 0.4881503 0.32209642 0.41770509] [ 0.22964782 0.53165913 0.51677663 0.76149603 0.62437388] [ 0.68908749 0.35554454 0.67416249 0.30819727 0.38880811] [ 0.37876583 0.42914234 0.44245954 0.73591194 0.43949937] [ 0.22008944 0.61152119 0.34656409 0.83724815 0.53315306] [ 0.78559078 0.46880764 0.56910308 0.36233055 0.41024248] [ 0.51288812 0.55690656 0.56011368 0.59312425 0.41191648] [ 0.32707479 0.51868737 0.54829 0.71197342 0.34402652] Progress: 42.1% ... Training loss: 0.516 ... Validation loss: 0.855[ 0.26202213 0.62365115 0.32202626 0.92189265 0.48185085] [ 0.73440691 0.43556766 0.53576681 0.35928444 0.41302286] [ 0.56348452 0.63268692 0.35442444 0.7064682 0.5363454 ] [ 0.58126987 0.45065701 0.51407796 0.59196618 0.34407222] [ 0.37034438 0.53833375 0.52988621 0.48977274 0.42639183] [ 0.52823939 0.41455418 0.41150468 0.48117563 0.50277915] [ 0.79690142 0.34029409 0.62551038 0.23689671 0.42683853] [ 0.20443874 0.62737298 0.47680081 0.83412465 0.60543966] [ 0.82869691 0.30408892 0.57717579 0.15075988 0.40445683] [ 0.40431699 0.6124713 0.37067627 0.88987794 0.4638177 ] [ 0.55982003 0.43773655 0.45191792 0.56899326 0.38185023] [ 0.34622836 0.6626896 0.34628915 0.796615 0.45974573] [ 0.30398706 0.54013777 0.50427925 0.78688293 0.51882666] [ 0.49886886 0.61026003 0.43942084 0.52136888 0.35699222] [ 0.6852105 0.3553721 0.55156454 0.29310749 0.40425067] [ 0.32131592 0.66559822 0.40870225 0.88408146 0.32001629] [ 0.32725927 0.57566228 0.40815759 0.77622476 0.49567416] [ 0.55551871 0.56275905 0.45258213 0.5868797 0.45281888] [ 0.80195812 0.43624915 0.3978657 0.39735917 0.5395799 ] [ 0.34073713 0.57867925 0.46251491 0.82229633 0.46311047] [ 0.56155737 0.63436255 0.46077628 0.59764009 0.39863557] [ 0.35279427 0.54123973 0.52227875 0.39504141 0.66263258] [ 0.4258308 0.72603973 0.52742458 0.79844769 0.5824511 ] [ 0.28196968 0.53946969 0.56871402 0.65103317 0.41673613] [ 0.67244248 0.59656613 0.37503548 0.47034456 0.32572802] [ 0.72659883 0.37208951 0.41040116 0.45318909 0.52544418] [ 0.63518756 0.33616191 0.55109443 0.40083769 0.43232848] [ 0.79215398 0.4559607 0.47103065 0.45594802 0.40407628] [ 0.84577 0.28518706 0.59456037 0.14541476 0.45111313] [ 0.22489347 0.67252198 0.38009057 0.7995769 0.36929122] [ 0.35632555 0.60442595 0.46940411 0.68863549 0.49253871] [ 0.69923922 0.58375409 0.53793014 0.53104799 0.43513855] [ 0.54396475 0.46895841 0.49220793 0.69271421 0.3967388 ] [ 0.47876311 0.44650392 0.55343951 0.38571025 0.55510392] [ 0.83272764 0.42640588 0.54771648 0.30096306 0.42665453] [ 0.83728767 0.42044909 0.50606629 0.25055296 0.40377462] [ 0.17743946 0.59875586 0.41588386 0.88737652 0.5055057 ] [ 0.32766299 0.69248502 0.32659069 0.73522739 0.46460375] [ 0.56488312 0.64412059 0.44227305 0.68391901 0.34066434] [ 0.77200201 0.45134376 0.38875665 0.19031103 0.34704746] [ 0.48876559 0.53847642 0.50785734 0.73992131 0.47278021] [ 0.4649715 0.51139552 0.44113166 0.59967256 0.51782951] [ 0.84530627 0.44568571 0.51433591 0.23936562 0.45990551] [ 0.72207068 0.41992832 0.47845061 0.31813513 0.45712897] [ 0.84325016 0.57054885 0.52852478 0.33125078 0.30890226] [ 0.54874637 0.51429951 0.51510769 0.68271616 0.33873732] [ 0.76583487 0.36844513 0.585999 0.22553576 0.41067986] [ 0.62922513 0.46429651 0.54664261 0.49992953 0.33180645] [ 0.53790175 0.75438104 0.25742314 0.64987962 0.43006602] [ 0.70908882 0.34928217 0.55650388 0.54842506 0.40246892] [ 0.34365764 0.66117877 0.36915376 0.77734461 0.45013715] [ 0.67315709 0.63050978 0.23641102 0.46845663 0.39074788] [ 0.72324487 0.3522389 0.64219258 0.27705234 0.47846145] [ 0.54182512 0.44314538 0.63799362 0.56033627 0.45893321] [ 0.81473165 0.50839129 0.54572302 0.27851313 0.31432786] [ 0.73055295 0.33712284 0.51892589 0.30446789 0.40258183] [ 0.69916606 0.47565153 0.56417285 0.29449902 0.53311717] [ 0.42266671 0.6325175 0.46414982 0.51754275 0.58526609] [ 0.35350732 0.54390912 0.35436145 0.9155662 0.42544241] [ 0.6269507 0.55232483 0.35052771 0.40459167 0.41031037] [ 0.50069632 0.56920824 0.44727584 0.589042 0.65389554] [ 0.62599883 0.48758862 0.42698675 0.36057789 0.46938181] [ 0.47678669 0.64258086 0.35207136 0.61229355 0.44478116] [ 0.30555038 0.63511657 0.32774842 0.612215 0.44601285] [ 0.42724103 0.57154001 0.36348709 0.56038946 0.33770531] [ 0.6383587 0.43086262 0.53288587 0.49251808 0.36091891] [ 0.51408475 0.51101157 0.56647247 0.6451502 0.50062628] [ 0.55785146 0.4966683 0.59072748 0.65207979 0.37640441] [ 0.40431699 0.6124713 0.37067627 0.88987794 0.4638177 ] [ 0.11091019 0.69407612 0.34068037 0.85265246 0.57685878] [ 0.59604302 0.43444551 0.6154184 0.64406859 0.43923073] [ 0.78172032 0.40822555 0.5274907 0.40658519 0.41696133] [ 0.67360806 0.37876284 0.70733934 0.47840953 0.35574514] [ 0.52744845 0.58558663 0.34690669 0.59507826 0.46737523] [ 0.49735607 0.4267183 0.6068052 0.54544054 0.39833028] [ 0.43403185 0.66776902 0.41427621 0.5003672 0.50696993] [ 0.59657513 0.39330624 0.54505068 0.37561317 0.36749309] [ 0.7592026 0.45582871 0.59804585 0.3891908 0.51661604] [ 0.81939847 0.48077536 0.48533554 0.34086484 0.38695186] [ 0.38658318 0.55330119 0.48574718 0.78006946 0.40390215] [ 0.60931788 0.44545273 0.47163973 0.47734974 0.54366156] [ 0.23601795 0.55440435 0.3420209 0.88979856 0.59807628] [ 0.48784335 0.3749002 0.47787499 0.49664831 0.63591996] [ 0.26289876 0.46053383 0.5068055 0.8240362 0.53081724] [ 0.64857144 0.57388309 0.47208885 0.39997156 0.36759769] [ 0.40998383 0.4380576 0.45376168 0.66069315 0.41764256] [ 0.67672099 0.52569759 0.53131276 0.40966677 0.50020296] [ 0.56933172 0.49384177 0.45968573 0.47409998 0.43028838] [ 0.61926134 0.34412633 0.52867968 0.3331959 0.58818184] [ 0.44296569 0.52569336 0.60779599 0.63594021 0.36145988] [ 0.36465509 0.55066845 0.44626581 0.85039532 0.48376993] [ 0.29064822 0.71963163 0.28988298 0.734877 0.44620491] [ 0.30532519 0.60236032 0.32698549 0.79382807 0.50252738] [ 0.7652823 0.29134804 0.51895014 0.34446904 0.34619295] [ 0.38763349 0.48672711 0.49489283 0.62905467 0.50505758] [ 0.5463772 0.52002892 0.50066778 0.61857673 0.40364994] [ 0.24458459 0.58569705 0.37445701 0.88176082 0.56399022] [ 0.51920031 0.48562393 0.44685418 0.6262457 0.39084826] [ 0.17020701 0.53831516 0.50266979 0.80517541 0.52179625] [ 0.57839692 0.43902737 0.52442721 0.34596655 0.52201841] [ 0.60272267 0.50228193 0.28516993 0.5086 0.42859761] [ 0.47162652 0.69656545 0.28083573 0.64241573 0.25805091] [ 0.80073199 0.50996049 0.61133715 0.42907781 0.29720107] [ 0.4073703 0.48278545 0.42411586 0.78212656 0.46266993] [ 0.72589597 0.5250772 0.29509109 0.34781395 0.39050923] [ 0.46443513 0.48174036 0.44664252 0.79089089 0.38195127] [ 0.86400617 0.40278559 0.51232897 0.32972142 0.41406659] [ 0.8464262 0.3647211 0.67952682 0.21383892 0.41635378] [ 0.19031346 0.58288044 0.49968399 0.80588664 0.47692632] [ 0.4924288 0.42375386 0.62500377 0.60863733 0.41783336] [ 0.76385495 0.46688243 0.52643712 0.37554581 0.47716992] [ 0.56191871 0.4448898 0.46138433 0.72764341 0.38416682] [ 0.71278237 0.55197623 0.31801371 0.28470423 0.30567626] [ 0.53850762 0.47914026 0.6280524 0.41610801 0.48389359] [ 0.45400793 0.55854521 0.54424158 0.44983397 0.47933192] [ 0.4103316 0.44992385 0.50972995 0.64425181 0.36103806] [ 0.54668422 0.64393767 0.43281286 0.64151261 0.43048713] [ 0.76076266 0.46025761 0.42938125 0.28329002 0.27243806] [ 0.79851569 0.43955204 0.50735016 0.25805393 0.45267403] [ 0.44488047 0.51939582 0.62085712 0.65470717 0.58772891] [ 0.56679177 0.40121487 0.37916119 0.74643055 0.36946304] [ 0.41966781 0.61318849 0.39442405 0.62385114 0.44432614] [ 0.85641104 0.45750306 0.49715592 0.30486165 0.39841007] [ 0.671692 0.38856496 0.47004331 0.32788515 0.40265747] [ 0.30303596 0.66462463 0.46259064 0.51613423 0.63764206] [ 0.48161787 0.49651538 0.59176425 0.66252948 0.49734841] [ 0.34505996 0.51694839 0.50710952 0.73701742 0.555948 ] [ 0.59006387 0.53987811 0.45341475 0.49893937 0.47867993] Progress: 42.1% ... Training loss: 0.515 ... Validation loss: 0.854[ 0.57502629 0.37424158 0.5731773 0.65763261 0.37182125] [ 0.63003747 0.47726435 0.43218042 0.38220269 0.37619676] [ 0.57690745 0.56008838 0.42051728 0.33279121 0.3666211 ] [ 0.41663136 0.66535951 0.54563739 0.61441953 0.63160302] [ 0.17727636 0.64810709 0.37720486 0.9052929 0.48632187] [ 0.67808121 0.5075116 0.51432344 0.41493267 0.29834551] [ 0.52464641 0.59372381 0.56797941 0.61761015 0.51088402] [ 0.23447942 0.73716666 0.38643818 0.76804602 0.55499941] [ 0.78982365 0.41703315 0.58628169 0.26464635 0.40235661] [ 0.70980687 0.4744215 0.60638167 0.22511115 0.51207688] [ 0.47196756 0.47276059 0.42561317 0.73844188 0.3968461 ] [ 0.81278885 0.53981477 0.47996475 0.40188398 0.32962865] [ 0.66759925 0.45186676 0.39529291 0.32818182 0.42371903] [ 0.39581883 0.56170229 0.38005429 0.6312155 0.36172662] [ 0.69597617 0.41131535 0.50768923 0.20393679 0.42258432] [ 0.74606826 0.49335295 0.42687832 0.39195435 0.38443011] [ 0.77322409 0.52340375 0.56008625 0.31996888 0.47603057] [ 0.41335876 0.49570714 0.49240249 0.84376367 0.5316868 ] [ 0.49434775 0.60268033 0.33009438 0.57229191 0.52250604] [ 0.52456267 0.43818554 0.55705631 0.34277121 0.63659749] [ 0.6378459 0.59313804 0.4194568 0.43044458 0.37388435] [ 0.8316299 0.37496779 0.57676434 0.15343949 0.30201576] [ 0.525764 0.44228938 0.63326351 0.33695524 0.5722633 ] [ 0.80741065 0.41383118 0.49745886 0.36893362 0.37487004] [ 0.51871573 0.44925597 0.47351161 0.63018778 0.40113639] [ 0.76714253 0.49923625 0.40999064 0.18620712 0.25134024] [ 0.48596847 0.48759549 0.59686131 0.58395585 0.38787543] [ 0.84411841 0.31478242 0.46936355 0.14325561 0.32899173] [ 0.4574837 0.64859491 0.35695041 0.49695938 0.59155746] [ 0.35947435 0.41582353 0.53517159 0.7300335 0.45305289] [ 0.32314356 0.69613845 0.45603483 0.73267316 0.48600086] [ 0.83932232 0.29172389 0.62327695 0.12911695 0.45278494] [ 0.53530167 0.3983612 0.44669266 0.74885388 0.37715248] [ 0.34415047 0.47216192 0.50750527 0.70206981 0.42390981] [ 0.61190102 0.31180614 0.52360634 0.62273321 0.46235462] [ 0.65525078 0.4904077 0.50050213 0.46381878 0.45998547] [ 0.80661375 0.54910052 0.60951946 0.34828876 0.42882209] [ 0.44258989 0.6272863 0.38022443 0.83231609 0.58847968] [ 0.5442655 0.62831222 0.33131468 0.54089143 0.44607168] [ 0.22714376 0.54497159 0.50707304 0.6603498 0.59902045] [ 0.46836606 0.5925656 0.37203618 0.66808523 0.25571557] [ 0.69530492 0.50688187 0.53400153 0.29152155 0.39764008] [ 0.25243022 0.64943607 0.34049162 0.86681285 0.56577689] [ 0.61447917 0.49162748 0.45221226 0.6441325 0.26535409] [ 0.33501551 0.53616228 0.41517622 0.77071737 0.52562184] [ 0.31353677 0.58002428 0.54830416 0.75975734 0.4737037 ] [ 0.87751314 0.43026827 0.54710172 0.26742685 0.37134462] [ 0.5153872 0.55156633 0.56863609 0.62383898 0.4134011 ] [ 0.86935697 0.372808 0.44173837 0.24434122 0.45072838] [ 0.35633399 0.47827192 0.46054804 0.83811642 0.51045791] [ 0.41430725 0.59430366 0.43711841 0.68939146 0.3723961 ] [ 0.52698445 0.57026025 0.50885081 0.63256553 0.36982751] [ 0.86308877 0.32626621 0.60315245 0.14583565 0.36329039] [ 0.51805053 0.46933973 0.53623863 0.41520521 0.52748557] [ 0.57911917 0.5590653 0.37433805 0.3593096 0.38268971] [ 0.19648514 0.74138344 0.26836473 0.86116161 0.61217611] [ 0.63340397 0.53428661 0.48355891 0.55115281 0.54819259] [ 0.52011793 0.39019832 0.4428366 0.41331513 0.440678 ] [ 0.68364787 0.41745983 0.53642787 0.53681638 0.39813902] [ 0.28763367 0.63050667 0.56184946 0.67580353 0.55313982] [ 0.8322488 0.33935068 0.33046548 0.31314006 0.3090855 ] [ 0.6158739 0.57977793 0.56687439 0.63523098 0.46750817] [ 0.3721418 0.60499737 0.44057397 0.55983048 0.46046793] [ 0.54717197 0.46841562 0.522099 0.78324292 0.46618884] [ 0.63066804 0.37484179 0.62346578 0.54806223 0.4603903 ] [ 0.22404397 0.63424585 0.30462449 0.84392885 0.54510421] [ 0.40531812 0.46899394 0.56615571 0.79880933 0.49857972] [ 0.59625682 0.53821403 0.50850243 0.35138122 0.51174741] [ 0.73828737 0.59947843 0.47439676 0.30904969 0.40326844] [ 0.46615134 0.52713789 0.40560834 0.62790035 0.48181064] [ 0.56240497 0.48230994 0.52086892 0.61688363 0.57252664] [ 0.3199633 0.53275212 0.4928809 0.71963765 0.43564408] [ 0.58066966 0.54057691 0.44234825 0.63910375 0.27476848] [ 0.83310014 0.42609046 0.54784383 0.30070621 0.42654019] [ 0.32444909 0.57396864 0.55994431 0.82964219 0.62203763] [ 0.75471055 0.49937012 0.53222257 0.2363129 0.35193731] [ 0.43326505 0.67198613 0.42510942 0.55821837 0.37493167] [ 0.73339024 0.4317328 0.31901673 0.21620704 0.27149207] [ 0.68966216 0.45564913 0.54540784 0.35715646 0.44364216] [ 0.68633972 0.38637223 0.66212785 0.23689073 0.47989263] [ 0.45159582 0.5756114 0.56659707 0.6405177 0.52205518] [ 0.61006067 0.45735722 0.60271494 0.49556435 0.41588294] [ 0.25504496 0.67846662 0.39053925 0.90103227 0.66732564] [ 0.50669772 0.45876002 0.52916744 0.50223496 0.43030848] [ 0.56331078 0.51559093 0.60793812 0.6769197 0.51937822] [ 0.42226649 0.51972444 0.43629752 0.46822343 0.59973042] [ 0.83499282 0.35431632 0.64296878 0.30865679 0.36425102] [ 0.65613888 0.51938106 0.44928393 0.43160935 0.42796639] [ 0.63796666 0.51791434 0.42458163 0.47990242 0.54744822] [ 0.74808755 0.4148094 0.42280074 0.44186539 0.47641922] [ 0.85828442 0.33835611 0.48894925 0.32495868 0.43505506] [ 0.58381757 0.51163363 0.43697602 0.62162443 0.59762738] [ 0.56291245 0.44505829 0.54401872 0.32974958 0.5796473 ] [ 0.46703152 0.37073678 0.65191728 0.66495937 0.46661108] [ 0.58983123 0.57670889 0.53676796 0.70733194 0.42594786] [ 0.77883803 0.39325188 0.5533019 0.28653865 0.44647543] [ 0.20614965 0.62148926 0.35597594 0.68490907 0.55940657] [ 0.19399237 0.55824461 0.47918371 0.79013828 0.47195173] [ 0.48408376 0.47208791 0.41138267 0.40131457 0.47745604] [ 0.29242116 0.71562865 0.31160506 0.79198742 0.45483818] [ 0.50167593 0.64187276 0.32345627 0.48434485 0.37675845] [ 0.45773922 0.51877302 0.4258315 0.51110233 0.50370698] [ 0.38880726 0.50894419 0.6231884 0.69323688 0.52571989] [ 0.38296242 0.65706217 0.57626992 0.71041169 0.57698574] [ 0.33612866 0.52172625 0.37280148 0.49728588 0.47143082] [ 0.69890149 0.61419001 0.49595467 0.48431259 0.4501168 ] [ 0.19648514 0.74138344 0.26836473 0.86116161 0.61217611] [ 0.53911262 0.45429644 0.51860626 0.58571883 0.46166157] [ 0.86053259 0.3414062 0.51117356 0.17177129 0.33791927] [ 0.58949544 0.41570459 0.52272448 0.56761503 0.58407785] [ 0.31748675 0.51674406 0.41154578 0.72763061 0.45510413] [ 0.18802021 0.59260305 0.52052828 0.81411422 0.56448321] [ 0.72962743 0.46470508 0.55429874 0.15568027 0.41767136] [ 0.50208282 0.61647055 0.34727157 0.62137134 0.47252364] [ 0.15342024 0.69880929 0.41099814 0.8200538 0.58591506] [ 0.24798958 0.61463911 0.32961492 0.57384328 0.50159158] [ 0.58587192 0.48249457 0.60070036 0.48744275 0.41557742] [ 0.41663136 0.66535951 0.54563739 0.61441953 0.63160302] [ 0.53330136 0.50787956 0.52818635 0.62214912 0.53455421] [ 0.42766692 0.43404163 0.67475241 0.73108491 0.50146285] [ 0.5030959 0.37315268 0.45627388 0.71816593 0.36615235] [ 0.62516425 0.40300747 0.59334675 0.5331014 0.46834677] [ 0.62949892 0.43483844 0.55784358 0.67637969 0.47083596] [ 0.55257505 0.56018745 0.37972273 0.54666584 0.43754705] [ 0.2986098 0.68256199 0.46176428 0.71813978 0.59360616] [ 0.56215187 0.64433791 0.50887388 0.42522513 0.54379397] [ 0.63815836 0.592275 0.45249197 0.46554729 0.35313783] [ 0.66361768 0.40794404 0.40359324 0.26606742 0.3152656 ] Progress: 42.2% ... Training loss: 0.515 ... Validation loss: 0.854[ 0.55023034 0.67707676 0.38995376 0.49369863 0.32607582] [ 0.5485384 0.48515922 0.4889273 0.58877568 0.42334062] [ 0.33786034 0.65291536 0.57312896 0.60478587 0.61502954] [ 0.4111365 0.46413651 0.59407706 0.67484979 0.51557568] [ 0.7571189 0.41758208 0.42306353 0.57359692 0.39671004] [ 0.39469284 0.55043845 0.48141287 0.42664054 0.50433507] [ 0.68812304 0.38013588 0.39075139 0.38741351 0.50712592] [ 0.29861241 0.52889442 0.48718026 0.67417755 0.46505081] [ 0.81406883 0.47188234 0.45769402 0.24671665 0.30184508] [ 0.81691958 0.53702469 0.48794848 0.32346708 0.39663733] [ 0.58091083 0.49378494 0.54474064 0.47427942 0.46696682] [ 0.47139587 0.50788311 0.52090655 0.3442916 0.51438874] [ 0.73591371 0.44057582 0.4191144 0.40868311 0.38934546] [ 0.61691416 0.4514077 0.60224047 0.59173473 0.40979296] [ 0.75714379 0.35096432 0.59757597 0.22893714 0.4187107 ] [ 0.2332562 0.68229596 0.41203424 0.67485187 0.47639752] [ 0.52875396 0.41585268 0.40817449 0.43146364 0.41480746] [ 0.50565916 0.58994692 0.38239182 0.48388092 0.34980874] [ 0.27552627 0.64203178 0.54713445 0.66777483 0.65002395] [ 0.40740133 0.66349284 0.38715575 0.63559244 0.54142963] [ 0.67439903 0.5680446 0.47365509 0.47513598 0.37664048] [ 0.64421324 0.53587683 0.44289264 0.37739723 0.43857609] [ 0.27810659 0.57040658 0.39282212 0.67385837 0.5975644 ] [ 0.32241094 0.49699778 0.47222215 0.77142221 0.42672973] [ 0.38513304 0.63975162 0.35110968 0.74994982 0.4684285 ] [ 0.12065996 0.47204153 0.44382129 0.82761341 0.560366 ] [ 0.35153528 0.66386758 0.5463988 0.75072246 0.55639163] [ 0.41850061 0.54039537 0.52515506 0.79522931 0.47274834] [ 0.21811674 0.63409959 0.39885642 0.79885868 0.39841183] [ 0.32834286 0.4706985 0.50146745 0.7319685 0.46382824] [ 0.14234302 0.6104849 0.30735578 0.8461061 0.49379663] [ 0.44320743 0.4581699 0.38756783 0.56522254 0.36939725] [ 0.24790893 0.61369599 0.49305126 0.81869902 0.54550176] [ 0.36966145 0.6669564 0.47682096 0.69805958 0.46566194] [ 0.20587984 0.6167326 0.44144093 0.77245952 0.56892891] [ 0.66307266 0.34322975 0.52802895 0.39258152 0.47501188] [ 0.24630783 0.7600088 0.38205885 0.78952761 0.46344363] [ 0.44497884 0.61313206 0.32788221 0.68313397 0.30353679] [ 0.70536627 0.41815172 0.51729471 0.5069957 0.42827487] [ 0.50840095 0.52306089 0.36786042 0.63691464 0.38655278] [ 0.35250106 0.55548409 0.43440895 0.60763334 0.48561355] [ 0.48615797 0.45505278 0.4772695 0.4679343 0.58982458] [ 0.7922043 0.4946455 0.42580461 0.24780538 0.25098787] [ 0.25301343 0.60070985 0.3488731 0.72492758 0.46609042] [ 0.68087652 0.4251593 0.59589725 0.59178861 0.4101422 ] [ 0.66223149 0.52439264 0.4637267 0.45583054 0.42941024] [ 0.42315472 0.41471216 0.44791768 0.78662679 0.44002253] [ 0.31139578 0.52042328 0.49627956 0.67350513 0.42151471] [ 0.78209631 0.40020783 0.50431856 0.27698271 0.37268805] [ 0.4366955 0.53282848 0.45968648 0.6037268 0.46687997] [ 0.2817388 0.56003381 0.38785093 0.7605395 0.46027832] [ 0.65657945 0.4117861 0.54219243 0.47902395 0.43612845] [ 0.80138997 0.5228678 0.44370709 0.33342033 0.32097935] [ 0.23881618 0.56543061 0.41106135 0.66310573 0.4589961 ] [ 0.83261811 0.47117641 0.4931685 0.25808803 0.41858133] [ 0.50401802 0.66333926 0.33876032 0.62256095 0.46618592] [ 0.36922529 0.47671177 0.41938567 0.53809114 0.36273262] [ 0.75299766 0.45900148 0.45550688 0.21016102 0.33687521] [ 0.73240065 0.52868797 0.40486529 0.28220065 0.35108237] [ 0.53640871 0.42918819 0.59382997 0.39167598 0.37000115] [ 0.47378467 0.6533203 0.39636001 0.67336243 0.52677008] [ 0.28055983 0.61789455 0.42207313 0.55171949 0.60495054] [ 0.27244667 0.64044444 0.39055197 0.77780139 0.53345226] [ 0.70300582 0.50906986 0.453441 0.38053571 0.26215639] [ 0.33198582 0.53671045 0.35965455 0.64976527 0.56588325] [ 0.63343745 0.36903464 0.5058845 0.27532034 0.44452261] [ 0.5485384 0.48515922 0.4889273 0.58877568 0.42334062] [ 0.71242917 0.43983031 0.34337259 0.41310061 0.40082837] [ 0.73872722 0.44753851 0.55680132 0.42656113 0.5168927 ] [ 0.61729058 0.32047417 0.38780058 0.42376178 0.43592284] [ 0.40712294 0.6919915 0.50470105 0.72000592 0.48775721] [ 0.69997344 0.5877305 0.64241628 0.42544287 0.44138489] [ 0.79679988 0.48399109 0.47124451 0.3571178 0.4265113 ] [ 0.70248105 0.461427 0.47383031 0.30986493 0.51591052] [ 0.74390363 0.42827272 0.57455811 0.17766743 0.50280141] [ 0.4133522 0.60960622 0.40996373 0.56588633 0.47784087] [ 0.19922012 0.54037921 0.53601973 0.90526158 0.66407633] [ 0.67894048 0.55449275 0.40194226 0.47080395 0.32764623] [ 0.57724101 0.57243771 0.49267628 0.52456232 0.4115712 ] [ 0.86594222 0.32411664 0.5405806 0.18378862 0.41535293] [ 0.54615618 0.63386683 0.63520717 0.61274445 0.55167901] [ 0.83745779 0.35539544 0.54432928 0.13802085 0.44590334] [ 0.8609222 0.33919732 0.55184828 0.15406459 0.40427749] [ 0.34689052 0.63927186 0.56561091 0.61424371 0.60501801] [ 0.72911986 0.41863679 0.43534468 0.5969924 0.37958892] [ 0.3354012 0.57049729 0.43618959 0.51782174 0.50019223] [ 0.73525644 0.43508114 0.53596612 0.35873402 0.41284044] [ 0.2385828 0.71481899 0.42575834 0.78282302 0.49476043] [ 0.64864383 0.4837373 0.41639375 0.48438797 0.28877436] [ 0.15688679 0.71040725 0.37569366 0.92825997 0.60664696] [ 0.31783367 0.63527495 0.50546466 0.66107916 0.5137303 ] [ 0.44245531 0.48943216 0.58654361 0.6324247 0.54824178] [ 0.60085519 0.51014907 0.5251868 0.5644556 0.36543504] [ 0.54942431 0.43730117 0.46585631 0.4866276 0.28320078] [ 0.32310893 0.55731113 0.53467398 0.73019065 0.54616592] [ 0.414316 0.7140945 0.3568965 0.66962915 0.36794082] [ 0.51245811 0.46432688 0.50733272 0.4069061 0.58787541] [ 0.34127536 0.59240378 0.37434275 0.6918752 0.3177897 ] [ 0.39690773 0.59279078 0.51277669 0.60497549 0.48006052] [ 0.62278242 0.39207836 0.47790571 0.40362161 0.4187022 ] [ 0.79248304 0.51649776 0.5452681 0.37746879 0.41600134] [ 0.51026184 0.55628056 0.46001089 0.68309566 0.29191149] [ 0.65681901 0.40437933 0.47087505 0.55414337 0.32979334] [ 0.18925991 0.57499262 0.35019569 0.9221276 0.65671036] [ 0.18352993 0.69739811 0.36556227 0.74690425 0.54371667] [ 0.45281273 0.70213055 0.3059714 0.74293644 0.54011177] [ 0.65752084 0.39192132 0.5388392 0.39839171 0.50681958] [ 0.56297463 0.53437729 0.52419485 0.41758931 0.47637943] [ 0.66370577 0.43947916 0.49059437 0.33535475 0.43299263] [ 0.25521449 0.64049316 0.37081369 0.64596348 0.40949712] [ 0.42243838 0.58288128 0.40957008 0.47069291 0.40221684] [ 0.55492634 0.50716268 0.4215691 0.48015736 0.50329685] [ 0.8567331 0.40478783 0.54630214 0.26612512 0.42604601] [ 0.5262162 0.53312023 0.55744249 0.67605827 0.33452489] [ 0.34083455 0.61308817 0.47202132 0.83702045 0.60534607] [ 0.85626668 0.38754882 0.50969016 0.32012464 0.35167488] [ 0.65532849 0.41779155 0.44660493 0.20987538 0.28759334] [ 0.60570016 0.56030609 0.34082265 0.40722207 0.41013689] [ 0.76741228 0.42865575 0.50388369 0.32717563 0.43042552] [ 0.4187516 0.41067407 0.46969608 0.8051082 0.49853226] [ 0.83618814 0.48613769 0.49776352 0.2819071 0.41508441] [ 0.6946663 0.37590324 0.57190498 0.28689656 0.41794572] [ 0.58334076 0.54608066 0.53712726 0.69752055 0.36398802] [ 0.3272859 0.67460042 0.35540794 0.73281929 0.50614535] [ 0.64262361 0.56965195 0.58811438 0.38578089 0.52314521] [ 0.54278597 0.51580782 0.4376958 0.64856312 0.44866049] [ 0.69174765 0.48466139 0.55750643 0.5837576 0.44437687] [ 0.48614888 0.46540004 0.49382056 0.77706166 0.46946208] Progress: 42.2% ... Training loss: 0.515 ... Validation loss: 0.849[ 0.69507659 0.49825816 0.42001145 0.72799134 0.30780958] [ 0.2933736 0.68918915 0.40073626 0.61925185 0.57843467] [ 0.65561371 0.42880221 0.49014189 0.42897006 0.59402426] [ 0.43901022 0.42356647 0.56205298 0.74722485 0.44058506] [ 0.526142 0.47867312 0.51091551 0.58171483 0.30272122] [ 0.66412936 0.27213267 0.49632693 0.29149272 0.4480335 ] [ 0.56401799 0.44796334 0.54381855 0.23336049 0.38657154] [ 0.54488635 0.6369868 0.33054202 0.63452519 0.4618644 ] [ 0.78570913 0.39887502 0.59201406 0.27901055 0.53867082] [ 0.59386849 0.45672945 0.61423012 0.36805247 0.53497337] [ 0.86207481 0.3546461 0.5670556 0.24543824 0.38190397] [ 0.67574499 0.50030714 0.52445677 0.52949031 0.41071852] [ 0.58763094 0.41941486 0.58819913 0.34119498 0.52678093] [ 0.64922573 0.41188462 0.54720686 0.71162864 0.47141554] [ 0.55106668 0.61004116 0.40067565 0.37520642 0.35328004] [ 0.53121464 0.33712861 0.42742102 0.66086845 0.37296294] [ 0.27148485 0.69911626 0.4717369 0.80898874 0.592153 ] [ 0.33479029 0.53733033 0.48027599 0.76846151 0.49932025] [ 0.45205638 0.68972909 0.43649477 0.640732 0.51465889] [ 0.41293398 0.68313126 0.47675508 0.59449059 0.40979566] [ 0.41846971 0.64868044 0.48690953 0.74317365 0.46747479] [ 0.4753003 0.47693845 0.53685343 0.33429952 0.50310668] [ 0.62944999 0.29980152 0.47096028 0.42168278 0.57776356] [ 0.65671834 0.45224631 0.59900181 0.54104984 0.45175299] [ 0.65646473 0.31536504 0.623192 0.43072676 0.48381462] [ 0.36071994 0.60530465 0.37692309 0.47789744 0.52470705] [ 0.38511316 0.53801983 0.63662593 0.58037994 0.6365804 ] [ 0.44949953 0.52017256 0.50680309 0.67124296 0.50702251] [ 0.7019911 0.47015681 0.52394793 0.21321334 0.48160449] [ 0.28698966 0.50080146 0.54851091 0.64473074 0.50865807] [ 0.27285099 0.63628646 0.51584545 0.69388005 0.60081936] [ 0.73438704 0.3787645 0.48560348 0.39124906 0.3676705 ] [ 0.64229255 0.344086 0.51723256 0.47844687 0.42973556] [ 0.12825257 0.66854907 0.41205378 0.91873071 0.59809425] [ 0.61519742 0.55563506 0.44099482 0.49997268 0.5531684 ] [ 0.69924369 0.63746168 0.57474921 0.51913662 0.48303892] [ 0.27516823 0.58382741 0.53114939 0.75039676 0.53913796] [ 0.61231167 0.52172948 0.61577731 0.52224077 0.45332287] [ 0.86609793 0.36494611 0.48566398 0.17869581 0.28097081] [ 0.59959648 0.39826777 0.50784702 0.2793726 0.40916749] [ 0.65275606 0.45670567 0.45151207 0.38107234 0.38112931] [ 0.71238099 0.5126942 0.57950385 0.5665875 0.41650919] [ 0.26648298 0.67490412 0.55749749 0.78331272 0.66636238] [ 0.55509461 0.50893006 0.57524879 0.60778053 0.48573195] [ 0.92944341 0.36395158 0.5334526 0.21302725 0.3263755 ] [ 0.74654031 0.45116401 0.52467495 0.28550693 0.3839399 ] [ 0.76253687 0.55456453 0.63578581 0.51076795 0.37198999] [ 0.23088525 0.73258135 0.37783449 0.84453166 0.55678988] [ 0.46362888 0.47668077 0.38671164 0.60023762 0.53299571] [ 0.69893457 0.58812348 0.64225212 0.42615463 0.44154906] [ 0.58265452 0.49851693 0.56280347 0.50734488 0.59976675] [ 0.84965972 0.49074223 0.50165891 0.23430332 0.40350094] [ 0.51998688 0.52633648 0.41575885 0.36565537 0.46348762] [ 0.79261742 0.40784836 0.6505434 0.13401489 0.36046435] [ 0.58197355 0.49770711 0.47146748 0.45003412 0.4277076 ] [ 0.82876865 0.43288732 0.51619762 0.21456655 0.41683505] [ 0.40349562 0.54845949 0.36438545 0.6540154 0.59278477] [ 0.62922986 0.39216675 0.6600539 0.45422068 0.38360137] [ 0.45157425 0.48439247 0.54698548 0.43080267 0.50573285] [ 0.48452054 0.6015252 0.47477432 0.68493092 0.39910051] [ 0.63032262 0.60455055 0.36543468 0.73293535 0.35128526] [ 0.38230278 0.47271165 0.52465555 0.49423483 0.54640221] [ 0.63835635 0.47792995 0.42472275 0.14843033 0.36232307] [ 0.3854279 0.46003241 0.56749945 0.81043878 0.60079316] [ 0.68840286 0.52112155 0.39174874 0.47458778 0.3191728 ] [ 0.64675859 0.58016047 0.47904925 0.44996693 0.37595605] [ 0.57176011 0.48788465 0.40621927 0.57082432 0.40755838] [ 0.21640205 0.61672878 0.44410986 0.90022777 0.54848421] [ 0.60300313 0.64335198 0.42521424 0.75218345 0.43337085] [ 0.21282772 0.55446215 0.4770873 0.77113278 0.64098565] [ 0.84876286 0.37804251 0.47581135 0.16911067 0.28256769] [ 0.62437514 0.43491589 0.47000651 0.66776306 0.41510832] [ 0.53125769 0.47673963 0.53047414 0.76616122 0.44433014] [ 0.22034988 0.57176552 0.41007251 0.83952365 0.60723784] [ 0.4073454 0.70709952 0.40649374 0.71510988 0.42004318] [ 0.78152376 0.3380621 0.56874083 0.23850843 0.34434934] [ 0.15159733 0.5287391 0.50912728 0.71111144 0.6107248 ] [ 0.5467833 0.49593492 0.53182838 0.50022109 0.34865568] [ 0.58106356 0.48695926 0.46029575 0.61430114 0.3590952 ] [ 0.79817138 0.47167825 0.56789975 0.19953831 0.43882393] [ 0.25497594 0.52880196 0.54814723 0.75546846 0.65112544] [ 0.44166408 0.50541602 0.35751019 0.52399331 0.41850345] [ 0.89612199 0.33145008 0.60749172 0.10970694 0.28723338] [ 0.28679396 0.63795483 0.39207022 0.47348989 0.56616937] [ 0.69895181 0.32074817 0.64425989 0.25310375 0.52809236] [ 0.68102084 0.48355414 0.42223947 0.47924682 0.39729163] [ 0.63194085 0.54492735 0.54183069 0.44764604 0.43104734] [ 0.58452513 0.4811091 0.50758575 0.6327904 0.38583382] [ 0.38623402 0.51840484 0.31041954 0.53589776 0.34358347] [ 0.80051682 0.52810339 0.48850092 0.41061872 0.38953903] [ 0.3608883 0.55621377 0.52430747 0.59536603 0.6048226 ] [ 0.5719944 0.59529989 0.56382467 0.70480109 0.49619269] [ 0.61023762 0.56553301 0.33947959 0.49176612 0.37479931] [ 0.65671834 0.45224631 0.59900181 0.54104984 0.45175299] [ 0.40515179 0.70687509 0.30170087 0.63921679 0.45593108] [ 0.29444809 0.50679878 0.54272428 0.82252712 0.61498378] [ 0.70232016 0.42176373 0.72412651 0.54858706 0.40769908] [ 0.49618691 0.4897397 0.40021681 0.42328436 0.42371705] [ 0.55430599 0.45291044 0.6274661 0.6165438 0.50423994] [ 0.81034544 0.50520145 0.6469403 0.14058603 0.45970463] [ 0.32479113 0.51920001 0.44435449 0.68244968 0.40521952] [ 0.55189499 0.56078054 0.37949419 0.54699293 0.43777589] [ 0.42606147 0.41622091 0.55110584 0.72096134 0.56073785] [ 0.48177702 0.61360512 0.52823764 0.54648204 0.38785399] [ 0.61187521 0.62653528 0.4824265 0.56501328 0.35688024] [ 0.28950362 0.48508179 0.42271258 0.81426926 0.42740198] [ 0.63494902 0.65832667 0.38856121 0.4681638 0.38151187] [ 0.15946711 0.56825667 0.40962741 0.84078162 0.53423686] [ 0.28829279 0.52200449 0.54681524 0.8405669 0.62532987] [ 0.32782672 0.66271774 0.50101435 0.7578186 0.50077883] [ 0.12362243 0.54549291 0.53693701 0.85847498 0.59317587] [ 0.86232799 0.44259015 0.50265533 0.30104687 0.29959669] [ 0.77241839 0.43617889 0.4604051 0.21346939 0.41010515] [ 0.58464149 0.49162606 0.57099387 0.73579267 0.49234696] [ 0.63289716 0.66441528 0.36177626 0.69278353 0.32348777] [ 0.6866006 0.38171949 0.60175128 0.35424732 0.46164406] [ 0.52097342 0.66276035 0.41091225 0.60490242 0.41902489] [ 0.71979621 0.52238658 0.4136775 0.19647574 0.3548959 ] [ 0.19630133 0.70632035 0.39399776 0.8071453 0.63957554] [ 0.37076546 0.56198925 0.52439815 0.62883467 0.59600782] [ 0.6400483 0.4787098 0.51497782 0.45593287 0.38982742] [ 0.60675316 0.42343096 0.50609614 0.41910046 0.47220115] [ 0.66048348 0.38629739 0.35494596 0.35429824 0.32166589] [ 0.54154767 0.40283643 0.55404674 0.68760427 0.54852874] [ 0.27570364 0.44138954 0.51092428 0.7395466 0.4705661 ] [ 0.43178353 0.58139989 0.37783587 0.79732114 0.62494496] [ 0.74108519 0.50915255 0.30275196 0.38619447 0.31812492] [ 0.23579079 0.71255176 0.36870084 0.81256806 0.47322807] Progress: 42.3% ... Training loss: 0.515 ... Validation loss: 0.851[ 0.36014118 0.70430869 0.45814299 0.80299409 0.61029889] [ 0.49532052 0.4217375 0.59516666 0.35204925 0.49439838] [ 0.55069549 0.47235617 0.48500747 0.64273623 0.54521278] [ 0.82962727 0.41250947 0.63693386 0.20760834 0.47319569] [ 0.60724387 0.46403269 0.51941207 0.30380416 0.39734748] [ 0.59991944 0.3513844 0.49639588 0.60972321 0.50327633] [ 0.87474287 0.34881168 0.69429301 0.20082497 0.39029413] [ 0.41570963 0.51307706 0.49268081 0.78413823 0.42627793] [ 0.75390007 0.46193136 0.42429746 0.21636567 0.35988561] [ 0.6339529 0.56345668 0.3559587 0.59780083 0.38224908] [ 0.23200457 0.73221649 0.37801206 0.8439973 0.55664107] [ 0.84596931 0.56004859 0.47302759 0.2508405 0.34222115] [ 0.6971341 0.48057677 0.42154145 0.32629706 0.36314053] [ 0.55699193 0.44875252 0.51496518 0.63802335 0.50417391] [ 0.66594739 0.48357757 0.53045668 0.26296714 0.41818873] [ 0.4799364 0.48015893 0.44399882 0.67999449 0.36189235] [ 0.35758552 0.65105621 0.30262141 0.72911902 0.53061648] [ 0.20700536 0.65624898 0.29499098 0.86182371 0.60289595] [ 0.68876276 0.60266915 0.41764428 0.66623625 0.46165582] [ 0.76187105 0.48417511 0.63371556 0.43219764 0.37915534] [ 0.36516559 0.51050975 0.5331473 0.44405323 0.63276259] [ 0.48685866 0.44601917 0.45567304 0.46659631 0.39101824] [ 0.60822457 0.59085167 0.36256099 0.4131166 0.45445381] [ 0.63967694 0.56111323 0.44996873 0.46589778 0.60333617] [ 0.4519232 0.74491073 0.42705014 0.75728382 0.57483903] [ 0.17283491 0.55058815 0.62706503 0.80913967 0.74788644] [ 0.78297623 0.45036277 0.45696325 0.34067134 0.37213482] [ 0.62160512 0.39256892 0.47767111 0.40421423 0.41889898] [ 0.47196995 0.45624587 0.564902 0.60121234 0.381328 ] [ 0.81707997 0.48217887 0.41488179 0.25332138 0.3202815 ] [ 0.20553381 0.62479713 0.40628338 0.86671444 0.43922694] [ 0.65760061 0.42877614 0.45445381 0.41329962 0.39844118] [ 0.62063016 0.38887302 0.61466202 0.3974819 0.38050499] [ 0.34586755 0.43946105 0.54888991 0.67618691 0.60569867] [ 0.2149119 0.52462698 0.50182224 0.72238421 0.475893 ] [ 0.22276146 0.53593823 0.52855092 0.76917241 0.47483175] [ 0.18375455 0.69761248 0.36546162 0.74669784 0.54384825] [ 0.53205176 0.53676647 0.53485991 0.66505158 0.41247678] [ 0.43875922 0.57320442 0.35040762 0.55236042 0.43887494] [ 0.19670822 0.61243564 0.49043223 0.88580267 0.5561779 ] [ 0.5657886 0.64383245 0.33048729 0.52300341 0.38597754] [ 0.73277571 0.44124028 0.4267308 0.33123343 0.41930484] [ 0.513133 0.52550154 0.5941703 0.74796608 0.55861385] [ 0.62141644 0.65388145 0.47732778 0.556916 0.50800874] [ 0.40535575 0.5489062 0.4386212 0.76216215 0.32142478] [ 0.6248681 0.37873804 0.49515963 0.36998908 0.495676 ] [ 0.65525357 0.44691257 0.46636702 0.29302437 0.43967404] [ 0.75142964 0.39724792 0.46079049 0.61168677 0.38462809] [ 0.27550845 0.64229214 0.54702479 0.66768901 0.65014588] [ 0.12515966 0.69719641 0.3295014 0.83327919 0.60884289] [ 0.24041188 0.48588272 0.40188421 0.66810974 0.5682496 ] [ 0.64269781 0.35098636 0.66271363 0.53327916 0.49438455] [ 0.70159037 0.46040125 0.39906525 0.32324571 0.37340387] [ 0.62720941 0.5380064 0.44021795 0.44651073 0.32751296] [ 0.7589019 0.51035448 0.46572619 0.33869929 0.35656097] [ 0.18702917 0.59106097 0.49784498 0.8392439 0.54719671] [ 0.66080195 0.4391467 0.46282672 0.3593337 0.41249926] [ 0.40430281 0.54823976 0.36446861 0.65359133 0.59271161] [ 0.64828311 0.48099693 0.44033656 0.63372703 0.31286962] [ 0.76384273 0.3154755 0.55383531 0.19167055 0.41446553] [ 0.70790198 0.46387168 0.58483681 0.41827125 0.41096501] [ 0.54052071 0.62049505 0.44318758 0.51637525 0.47681296] [ 0.56958393 0.45890026 0.51278633 0.51417182 0.29851648] [ 0.31366955 0.58045293 0.54812579 0.75954161 0.47389678] [ 0.2105129 0.53086921 0.50658165 0.90081408 0.63208044] [ 0.81062847 0.42754275 0.53212443 0.28026413 0.41751794] [ 0.84376965 0.40455664 0.54414876 0.27182648 0.39083154] [ 0.33476616 0.53352348 0.40092765 0.65079086 0.47033441] [ 0.17126001 0.5990614 0.43316068 0.86583047 0.55134165] [ 0.4128273 0.44385063 0.63422597 0.70104424 0.47866419] [ 0.74101922 0.39559719 0.62711407 0.22558073 0.3912028 ] [ 0.90027552 0.34223687 0.61512475 0.13087988 0.3639372 ] [ 0.66922623 0.49326421 0.48408925 0.38221488 0.48550524] [ 0.32597977 0.55387389 0.52558359 0.79079427 0.50926186] [ 0.76908514 0.43452032 0.57434777 0.36601774 0.37588332] [ 0.5711144 0.52555782 0.44383061 0.70312906 0.35896546] [ 0.59871554 0.49852458 0.53284168 0.44918925 0.3871161 ] [ 0.58879758 0.34651678 0.58466251 0.71575424 0.44774118] [ 0.56390522 0.53338868 0.46104115 0.50227377 0.53942711] [ 0.56679408 0.56122173 0.48246121 0.46325894 0.3950153 ] [ 0.26761371 0.63975438 0.27750538 0.65729667 0.47668184] [ 0.68486109 0.58585079 0.39198371 0.60800335 0.34268157] [ 0.65889805 0.48146457 0.36071421 0.34981261 0.44510816] [ 0.69803724 0.41832592 0.54541966 0.34722688 0.40427828] [ 0.82389026 0.33949488 0.5558943 0.25733466 0.44454686] [ 0.61824215 0.43080695 0.58705461 0.54264387 0.50476017] [ 0.27035199 0.54532096 0.56746318 0.6787251 0.62546909] [ 0.75691708 0.36297026 0.49659079 0.32693966 0.43914203] [ 0.34499916 0.4819083 0.50537895 0.69924643 0.48261934] [ 0.21514421 0.60732653 0.49524138 0.77848583 0.57380205] [ 0.5156038 0.50659261 0.52299314 0.73627689 0.42480474] [ 0.37506599 0.51460058 0.48211934 0.63011525 0.45036139] [ 0.19585939 0.7321113 0.30241072 0.82885593 0.51515824] [ 0.16424986 0.56960706 0.38023504 0.899995 0.63033712] [ 0.67871412 0.43974423 0.36972164 0.35759276 0.29154357] [ 0.39733173 0.59417908 0.51915424 0.57027964 0.46208217] [ 0.37800141 0.54547418 0.44554664 0.68193784 0.63391007] [ 0.5299046 0.6113404 0.31642154 0.58690493 0.3957967 ] [ 0.8036476 0.46807682 0.58963558 0.22365623 0.43132 ] [ 0.62978399 0.44969883 0.46279674 0.39409153 0.45562743] [ 0.8705265 0.36020284 0.5036713 0.25552236 0.42326845] [ 0.81617728 0.34668996 0.58080064 0.30827409 0.39128462] [ 0.61191746 0.41141702 0.43955683 0.64574724 0.308029 ] [ 0.21665194 0.50306504 0.50899142 0.80461805 0.52981172] [ 0.77481781 0.52928308 0.4515038 0.5411646 0.33997335] [ 0.3547366 0.44555321 0.37356275 0.60285655 0.43095604] [ 0.2057765 0.65237058 0.43860608 0.88097005 0.45885091] [ 0.21851143 0.74237602 0.31808175 0.85194329 0.45560799] [ 0.33570861 0.53706165 0.48038414 0.76802212 0.49923204] [ 0.74759935 0.51178061 0.56781095 0.21605153 0.50610718] [ 0.84850999 0.42116657 0.48325723 0.21295262 0.44333306] [ 0.45258898 0.49477596 0.50358655 0.68032511 0.32864962] [ 0.63515458 0.44828912 0.55968122 0.68500812 0.35858996] [ 0.72387648 0.37717076 0.44067213 0.34935343 0.39673458] [ 0.76307151 0.50367459 0.60154156 0.37529527 0.42001285] [ 0.24235242 0.702976 0.31478276 0.85244574 0.44655695] [ 0.68408611 0.44691554 0.55583904 0.39830007 0.34414977] [ 0.20684202 0.69737838 0.32724244 0.73876505 0.59211358] [ 0.73342644 0.46654592 0.52541119 0.51248159 0.39129253] [ 0.38398685 0.50185683 0.63372244 0.57434048 0.64014243] [ 0.59245618 0.36312001 0.50787313 0.5765054 0.40616687] [ 0.50759968 0.54698093 0.49354453 0.49441746 0.41872649] [ 0.20621009 0.56153311 0.48273698 0.84642355 0.46689817] [ 0.84833879 0.37897199 0.4969117 0.21139611 0.33354315] [ 0.22587509 0.72208692 0.36527452 0.78981171 0.52499516] [ 0.71132913 0.57276692 0.39260859 0.44019266 0.44880486] [ 0.42056292 0.56429734 0.42799104 0.65527242 0.47652579] [ 0.40675762 0.53654532 0.52910889 0.64889211 0.4823291 ] Progress: 42.4% ... Training loss: 0.514 ... Validation loss: 0.850[ 0.54915035 0.52539273 0.49826029 0.51713199 0.43744384] [ 0.8104775 0.45467893 0.54409093 0.3276778 0.40989486] [ 0.32290537 0.52816463 0.49227878 0.80982394 0.63439785] [ 0.41656437 0.53788094 0.59698381 0.73051383 0.43137275] [ 0.46085074 0.5070589 0.44778385 0.61554354 0.41094619] [ 0.43431807 0.53349625 0.40509634 0.51200906 0.40204646] [ 0.63725557 0.55607753 0.46322921 0.47608214 0.51741594] [ 0.43269036 0.60618073 0.43624608 0.70775679 0.39353243] [ 0.51799202 0.53446041 0.48787481 0.40920818 0.51897477] [ 0.39741782 0.59417449 0.51916015 0.57025378 0.46209245] [ 0.68330114 0.54639668 0.49438178 0.43837111 0.48331786] [ 0.74768364 0.36573437 0.65380941 0.38177546 0.46573057] [ 0.74861694 0.56076003 0.49283837 0.44805221 0.42797005] [ 0.69135732 0.26184396 0.52338758 0.34857829 0.4731859 ] [ 0.57736826 0.47582189 0.65866326 0.32291532 0.37100229] [ 0.22349446 0.60185136 0.52561332 0.76155758 0.52579122] [ 0.54117747 0.42423971 0.43871349 0.69891275 0.41561549] [ 0.6235337 0.30432573 0.37349734 0.32045102 0.43750734] [ 0.4425316 0.56312443 0.42090574 0.85706851 0.53222831] [ 0.65151294 0.57184993 0.53341297 0.50082994 0.5165889 ] [ 0.33359996 0.61301992 0.43612557 0.65421109 0.49923646] [ 0.28908872 0.68649021 0.39859286 0.64826987 0.58402876] [ 0.73270704 0.44139804 0.42666364 0.33129732 0.4193576 ] [ 0.34361665 0.73316802 0.32410517 0.78304365 0.40629699] [ 0.54832458 0.46843205 0.52208227 0.78272757 0.46627123] [ 0.56703211 0.60621083 0.37026471 0.62938988 0.39455313] [ 0.41236283 0.65776757 0.40209583 0.85013807 0.49901476] [ 0.28853455 0.51480647 0.43808535 0.70731527 0.51115336] [ 0.28059929 0.67872744 0.53543524 0.74833766 0.49699829] [ 0.63652229 0.4538908 0.49972692 0.31488369 0.38008246] [ 0.57278709 0.62534021 0.48241843 0.55424124 0.44366981] [ 0.72007804 0.39480671 0.46650231 0.57052818 0.4153389 ] [ 0.82609737 0.47851832 0.59729893 0.18901116 0.34667651] [ 0.80180298 0.45969392 0.59371342 0.19289074 0.50727322] [ 0.44803365 0.55996698 0.47583166 0.46622166 0.56692673] [ 0.6838682 0.35777608 0.66478007 0.34838116 0.3936809 ] [ 0.47466773 0.5266672 0.45320854 0.62937968 0.65999034] [ 0.68218258 0.44825844 0.50907562 0.36766812 0.43027254] [ 0.26034343 0.52954566 0.44488673 0.76582261 0.66911659] [ 0.501607 0.35908791 0.52379276 0.75319815 0.36536743] [ 0.68064064 0.53664712 0.50953615 0.41365549 0.40570007] [ 0.64950345 0.36829678 0.61977729 0.3560395 0.58186141] [ 0.38587036 0.44262598 0.54133744 0.5007591 0.53085179] [ 0.77501449 0.39323114 0.61967184 0.32004867 0.50123667] [ 0.29402701 0.56721923 0.55827995 0.81820219 0.67540777] [ 0.55520041 0.50536185 0.48792674 0.53470082 0.35369003] [ 0.53797355 0.57628482 0.55766074 0.4548581 0.50538717] [ 0.53226918 0.59160665 0.38187607 0.6363357 0.44268322] [ 0.16596841 0.59874532 0.43051162 0.81337547 0.63971506] [ 0.61534881 0.44296376 0.59840433 0.33548122 0.41614697] [ 0.49486061 0.53128329 0.61715562 0.59917893 0.32093753] [ 0.59129979 0.49236645 0.50196353 0.34599431 0.47387253] [ 0.78532124 0.47804292 0.32789043 0.3065322 0.26426456] [ 0.64247511 0.52374078 0.62648845 0.44369183 0.42841383] [ 0.23019579 0.57379991 0.34459608 0.73619156 0.45601489] [ 0.42408132 0.41476874 0.44788724 0.78623701 0.44012485] [ 0.41003078 0.53782171 0.51226355 0.82920751 0.45319471] [ 0.70039961 0.35301302 0.64154035 0.28588084 0.41249113] [ 0.45115662 0.57613184 0.5663797 0.64051277 0.52229923] [ 0.61088496 0.42466834 0.54860564 0.46306528 0.44833178] [ 0.41112901 0.660276 0.43894385 0.76179205 0.52939947] [ 0.33797017 0.54720197 0.4955226 0.65119353 0.50687029] [ 0.38115479 0.48980458 0.52089713 0.82804022 0.58259516] [ 0.5494725 0.67744665 0.38977311 0.49390215 0.32625951] [ 0.48452316 0.47246769 0.41122063 0.40117402 0.47762721] [ 0.29516155 0.55108962 0.29508105 0.84526264 0.53607328] [ 0.28266297 0.57512311 0.53331468 0.55815598 0.56216257] [ 0.66513239 0.53748963 0.44310202 0.41701909 0.40375098] [ 0.71353498 0.43185224 0.45487431 0.35812522 0.39379847] [ 0.62888596 0.30014662 0.47078787 0.42206262 0.5779002 ] [ 0.67208497 0.33975754 0.57754963 0.71043599 0.40443316] [ 0.56426864 0.55643457 0.40216498 0.64430219 0.33304781] [ 0.26168848 0.62701794 0.3981576 0.86215388 0.53957744] [ 0.21569865 0.66689681 0.39055689 0.66547187 0.54399205] [ 0.78464165 0.43425747 0.58520492 0.16055152 0.39948933] [ 0.87562203 0.31140615 0.60579982 0.1719596 0.37912091] [ 0.35497471 0.50843601 0.46056454 0.6645515 0.5180014 ] [ 0.54932151 0.51453644 0.51499848 0.68203106 0.33889726] [ 0.50429999 0.50123755 0.57335895 0.41478198 0.50079519] [ 0.54400813 0.42640648 0.36978775 0.51928403 0.460548 ] [ 0.42066777 0.62691005 0.50475864 0.56216371 0.50371863] [ 0.50286286 0.47644527 0.49878357 0.75339481 0.36729872] [ 0.16635586 0.63349122 0.43360865 0.86008476 0.41347678] [ 0.76660527 0.34350806 0.53770844 0.29688379 0.42215677] [ 0.3687244 0.52517962 0.50680942 0.78077471 0.48405261] [ 0.4186695 0.58764088 0.50636097 0.7289538 0.55102041] [ 0.62489448 0.63582479 0.35913724 0.43600537 0.43252156] [ 0.58785853 0.61913812 0.39766815 0.47386924 0.33622196] [ 0.72430165 0.5748942 0.46517233 0.29372189 0.36944079] [ 0.82715041 0.3813258 0.50803227 0.21697127 0.40359482] [ 0.75807273 0.4655218 0.44023862 0.41271337 0.37036423] [ 0.42283637 0.58581964 0.54523735 0.59165152 0.56838751] [ 0.78494081 0.3815901 0.67938587 0.31970023 0.43227278] [ 0.58903339 0.54969126 0.32126247 0.51842499 0.36644587] [ 0.65039252 0.42272551 0.46338675 0.4524446 0.47521092] [ 0.45883953 0.6485788 0.35694784 0.49628001 0.59157824] [ 0.33952957 0.63557665 0.3803878 0.52362726 0.33801628] [ 0.40353804 0.67486009 0.49131231 0.64004752 0.37561197] [ 0.70875395 0.48257155 0.56351782 0.32814213 0.5376889 ] [ 0.15713161 0.6302067 0.36774959 0.91474509 0.53224126] [ 0.67959747 0.37697914 0.43097788 0.42191516 0.34087968] [ 0.37682399 0.6714347 0.49112577 0.61946584 0.49270337] [ 0.35781374 0.54124218 0.45560402 0.77317813 0.39611885] [ 0.54392953 0.47363006 0.4206487 0.64567371 0.33966099] [ 0.55249908 0.38661193 0.63813062 0.31765091 0.46187221] [ 0.63859687 0.40348133 0.49700634 0.28838987 0.28446043] [ 0.2170212 0.50289812 0.50905125 0.80449648 0.52979469] [ 0.80348311 0.39394154 0.55145087 0.23803516 0.44739821] [ 0.49366172 0.5022671 0.54434891 0.66715821 0.46699583] [ 0.78658927 0.42457909 0.61832565 0.15454049 0.4511205 ] [ 0.30270079 0.57074353 0.4777204 0.87342113 0.51718384] [ 0.45728788 0.63404109 0.51298222 0.63160769 0.5234264 ] [ 0.19924123 0.71435985 0.32968929 0.73774138 0.53742936] [ 0.67318256 0.38666959 0.51067445 0.40519593 0.48761434] [ 0.33304935 0.49084108 0.49429418 0.61215163 0.64648569] [ 0.41426299 0.39397504 0.52646156 0.64253041 0.67981263] [ 0.6738831 0.64501327 0.43126831 0.39792516 0.41646847] [ 0.70574844 0.54050351 0.35545382 0.36545092 0.44190981] [ 0.50581215 0.54746674 0.4666524 0.46431795 0.54906658] [ 0.58480759 0.51921206 0.40632318 0.42303965 0.41113614] [ 0.82877457 0.4337699 0.51937187 0.37983772 0.30002101] [ 0.73309042 0.4310995 0.46707815 0.18322019 0.26437713] [ 0.34637795 0.63589487 0.460255 0.64091744 0.43203158] [ 0.72892212 0.34248034 0.38830464 0.25238081 0.38670294] [ 0.8241198 0.38382247 0.52359897 0.16999789 0.26711673] [ 0.68078977 0.40448479 0.60500999 0.40484062 0.46283718] [ 0.27676366 0.74287829 0.29524599 0.76256046 0.58237785] [ 0.41178186 0.53915296 0.67124371 0.48081299 0.53224836] Progress: 42.4% ... Training loss: 0.514 ... Validation loss: 0.848[ 0.6526222 0.50785095 0.53920498 0.17546012 0.4588151 ] [ 0.31434216 0.51989385 0.53231123 0.71429528 0.43460068] [ 0.59419271 0.39759302 0.5062124 0.33359646 0.34563034] [ 0.43082601 0.49047712 0.57545382 0.62717669 0.41177533] [ 0.28834319 0.57375161 0.59568119 0.6424663 0.69461775] [ 0.62517168 0.37796587 0.67670291 0.49830448 0.45350971] [ 0.59674231 0.49341125 0.44435992 0.32356456 0.33919713] [ 0.40164905 0.5340604 0.44083324 0.46161218 0.60928725] [ 0.46365561 0.41655708 0.61604057 0.35515311 0.66686424] [ 0.62300028 0.4854999 0.46132076 0.416122 0.46203109] [ 0.69222328 0.41392852 0.67680117 0.32834302 0.48795789] [ 0.38170839 0.51266425 0.34471076 0.72106034 0.55969705] [ 0.42730897 0.59235017 0.38896731 0.65936585 0.30971972] [ 0.52823472 0.5234071 0.48627599 0.73368726 0.32324091] [ 0.27596924 0.4995638 0.61140599 0.78034347 0.68090191] [ 0.72214618 0.57310252 0.26377238 0.45209366 0.24642134] [ 0.28566683 0.62768219 0.49154785 0.65398409 0.45307491] [ 0.69167621 0.56025011 0.55232474 0.25120997 0.4612868 ] [ 0.53338552 0.4266041 0.60677194 0.49776608 0.5261157 ] [ 0.41510185 0.54211945 0.48022308 0.61913011 0.58375785] [ 0.67796661 0.50177657 0.50916065 0.36347858 0.48727531] [ 0.72333587 0.57136811 0.50659126 0.41042593 0.37065812] [ 0.84022152 0.37950492 0.57959099 0.31115822 0.34029869] [ 0.37044037 0.52161348 0.49149578 0.46406876 0.50237958] [ 0.48445184 0.55536379 0.37031387 0.53458534 0.43184114] [ 0.74706904 0.41982936 0.51359493 0.2396237 0.33187158] [ 0.40962651 0.50150915 0.51955465 0.53917816 0.45278418] [ 0.5474506 0.38488034 0.53357331 0.50421709 0.45941581] [ 0.77167297 0.46054273 0.50351181 0.22718533 0.37689148] [ 0.62776914 0.65904675 0.43628049 0.57287595 0.43006467] [ 0.29148776 0.61271232 0.33203206 0.84431094 0.41934075] [ 0.78440161 0.3142886 0.57219103 0.26628628 0.50469581] [ 0.59235441 0.5423997 0.50913712 0.48561759 0.49136152] [ 0.70405462 0.50026889 0.58575201 0.39484144 0.53511295] [ 0.69268538 0.41978193 0.42839375 0.57145872 0.28526775] [ 0.88962099 0.36271879 0.5315403 0.26910666 0.38245264] [ 0.63383157 0.33683276 0.55079225 0.40156663 0.43261844] [ 0.52234942 0.66587642 0.36036238 0.45652466 0.40925941] [ 0.42870313 0.57790549 0.41654184 0.54364412 0.42197863] [ 0.82040802 0.49610086 0.45854632 0.24143517 0.404184 ] [ 0.39020399 0.64207347 0.3636917 0.69495224 0.4208327 ] [ 0.54283547 0.54439948 0.44422718 0.72727347 0.50428278] [ 0.26240808 0.52838961 0.44535379 0.76482669 0.66873552] [ 0.57447978 0.37480169 0.57293854 0.65785313 0.37206731] [ 0.24055913 0.66064015 0.30871108 0.79074734 0.43276577] [ 0.58471712 0.56794365 0.50674899 0.49537239 0.40088266] [ 0.60106572 0.51551929 0.55017633 0.57780215 0.50420178] [ 0.53957401 0.47013259 0.53620303 0.40299503 0.45217172] [ 0.39125299 0.40823023 0.60889089 0.7280677 0.5203645 ] [ 0.23476114 0.69524761 0.43374745 0.71270111 0.58595792] [ 0.77946972 0.50526403 0.4669408 0.31362194 0.30523932] [ 0.6502607 0.60240339 0.41874426 0.48528397 0.59304701] [ 0.30435025 0.66469381 0.46253397 0.51542432 0.63771569] [ 0.7966824 0.36467475 0.49231002 0.32549537 0.37908552] [ 0.23645952 0.72481805 0.37572204 0.7561065 0.46273556] [ 0.34125867 0.58874953 0.44073586 0.80880932 0.33645337] [ 0.73466566 0.44254 0.50734818 0.2286603 0.28137316] [ 0.77535872 0.35947446 0.61274787 0.30794342 0.47056263] [ 0.57421521 0.51664371 0.35735874 0.64115903 0.40172052] [ 0.4531815 0.53739085 0.50070605 0.72518529 0.47528936] [ 0.79832711 0.44335927 0.40752858 0.34911323 0.41243178] [ 0.5704872 0.52386623 0.34641961 0.50428475 0.32559822] [ 0.45827868 0.5726812 0.34673721 0.63146511 0.54803309] [ 0.70085385 0.47311644 0.50504183 0.69609421 0.44066264] [ 0.5019546 0.4292105 0.50634177 0.63377435 0.35727159] [ 0.62984658 0.4690051 0.46479014 0.49577396 0.52505377] [ 0.81942217 0.40557376 0.56405738 0.24282315 0.43773152] [ 0.34781442 0.52347458 0.49188869 0.49530228 0.6061013 ] [ 0.42331423 0.57221941 0.40604015 0.68841463 0.46490563] [ 0.85023499 0.44384085 0.49814163 0.28263628 0.36513376] [ 0.2510442 0.54083851 0.50895061 0.90334765 0.60217852] [ 0.69788255 0.41825472 0.4417554 0.20353483 0.30275929] [ 0.59363974 0.37958052 0.5652548 0.65174916 0.43836329] [ 0.58454637 0.4813957 0.46298919 0.43325577 0.44513468] [ 0.42274992 0.48442553 0.49192678 0.70801326 0.35943955] [ 0.61921663 0.5639515 0.52431444 0.45678411 0.45393442] [ 0.78612608 0.42941284 0.57032526 0.23693262 0.51289805] [ 0.43595199 0.55316046 0.38614576 0.6669232 0.44057738] [ 0.27521578 0.45178995 0.48371037 0.70113267 0.4701811 ] [ 0.82610801 0.52612568 0.53449349 0.30490991 0.38990507] [ 0.25568301 0.52684379 0.56102828 0.78849121 0.61704996] [ 0.71639879 0.48447202 0.39160644 0.22917291 0.31209755] [ 0.54093258 0.66123583 0.2767098 0.50685726 0.37829601] [ 0.43552236 0.5997129 0.40690256 0.6433044 0.51391922] [ 0.54250542 0.53766393 0.46496533 0.47324783 0.50068056] [ 0.82316715 0.39947004 0.58516156 0.21234011 0.42978087] [ 0.68808061 0.41620348 0.60052451 0.24029244 0.5496553 ] [ 0.79648941 0.48919813 0.4259443 0.57995897 0.35744866] [ 0.59837693 0.36109775 0.49020256 0.61700939 0.39567886] [ 0.44994898 0.50303585 0.38530025 0.55238559 0.50314681] [ 0.60800861 0.46386943 0.43622908 0.58273006 0.51210897] [ 0.65315271 0.59227034 0.55025469 0.62495285 0.45348202] [ 0.40482138 0.62327337 0.4048023 0.77830104 0.58456061] [ 0.78655665 0.48952616 0.58338558 0.51722261 0.34978791] [ 0.34865902 0.63331563 0.45760145 0.60477295 0.40806054] [ 0.58994214 0.43984697 0.43880195 0.5798004 0.33902826] [ 0.76117219 0.48730469 0.52641274 0.47612537 0.46136956] [ 0.56773976 0.37047704 0.59359802 0.33664982 0.4642966 ] [ 0.45887004 0.47393586 0.41615795 0.57989233 0.34770123] [ 0.30703366 0.54420578 0.44352963 0.66288984 0.55541788] [ 0.55072199 0.53281105 0.33862452 0.40705837 0.35051981] [ 0.63664059 0.34259637 0.52631493 0.50038379 0.39696545] [ 0.65195238 0.39936311 0.5449802 0.59861119 0.32483738] [ 0.79562363 0.4928886 0.41154087 0.43787171 0.30696911] [ 0.11618099 0.57642711 0.39099105 0.92142419 0.51372525] [ 0.72860968 0.35857194 0.62671843 0.52789049 0.42875181] [ 0.57023257 0.67239118 0.29855243 0.54375048 0.3539268 ] [ 0.53985318 0.5049942 0.51713322 0.67680243 0.4087001 ] [ 0.48183636 0.49489261 0.53219649 0.76820599 0.30650995] [ 0.60467362 0.32670747 0.42111511 0.59197982 0.35048442] [ 0.67374531 0.3611936 0.57979107 0.63949797 0.42002487] [ 0.34236327 0.69081099 0.46501763 0.71837836 0.47981834] [ 0.58847709 0.39913333 0.37275992 0.51471244 0.39900057] [ 0.22349242 0.76414131 0.34916316 0.79149712 0.56683354] [ 0.31775392 0.72287158 0.32549362 0.82409742 0.5127426 ] [ 0.77949054 0.52447941 0.56291713 0.36518883 0.41392506] [ 0.54954199 0.4733607 0.49144589 0.73775049 0.45021264] [ 0.35442599 0.60861391 0.38027613 0.69863159 0.38607143] [ 0.58525175 0.62029397 0.39717493 0.47546371 0.33662523] [ 0.21245966 0.51172259 0.53772266 0.78290621 0.57650796] [ 0.63067676 0.41259468 0.47141287 0.26015493 0.49617881] [ 0.43445242 0.5145616 0.50027525 0.62365966 0.29250735] [ 0.60862475 0.53617938 0.43472978 0.50453106 0.54058457] [ 0.46111262 0.53664778 0.41835003 0.41597978 0.4574564 ] [ 0.57330801 0.54075421 0.44109916 0.63830867 0.6099027 ] [ 0.46736832 0.5294099 0.47709939 0.71257166 0.41643304] [ 0.4668818 0.69894371 0.43578955 0.59306256 0.46282853] [ 0.61008778 0.45743858 0.52136362 0.3900838 0.30125946] Progress: 42.5% ... Training loss: 0.513 ... Validation loss: 0.846[ 0.45324226 0.58945196 0.46303441 0.58860181 0.51433558] [ 0.42681475 0.55451231 0.39255378 0.61921889 0.57346094] [ 0.28310993 0.63238916 0.45170747 0.84157538 0.44894302] [ 0.62363424 0.50066716 0.59914158 0.34962123 0.56571583] [ 0.72132298 0.33416787 0.62259281 0.41231142 0.39414405] [ 0.17489085 0.48664764 0.40245981 0.87620351 0.58574193] [ 0.83616233 0.47542876 0.55911662 0.24343272 0.40044076] [ 0.54981609 0.58501318 0.37131525 0.58084282 0.34476317] [ 0.28996919 0.61709027 0.42373532 0.56698321 0.55879486] [ 0.40323252 0.32494268 0.50146869 0.64600317 0.43489799] [ 0.66094286 0.37764537 0.72467923 0.49983066 0.35607516] [ 0.1462237 0.67058397 0.49110832 0.83263146 0.67223235] [ 0.580955 0.464673 0.50568428 0.72928451 0.47981325] [ 0.5706197 0.42836179 0.44513841 0.43623454 0.60819895] [ 0.73345166 0.49044969 0.30974735 0.26770493 0.32520849] [ 0.29041783 0.58169525 0.45242779 0.87385384 0.57121339] [ 0.24016979 0.53303478 0.42783734 0.84052798 0.62067078] [ 0.5885637 0.46845065 0.36074146 0.5539173 0.40135943] [ 0.23628092 0.65860288 0.37033117 0.80327869 0.49180906] [ 0.41150668 0.44187036 0.66552803 0.65700776 0.49625812] [ 0.74066335 0.51336133 0.57554003 0.42303907 0.42939232] [ 0.69809187 0.61472337 0.49571589 0.48469884 0.45034247] [ 0.89841317 0.41030791 0.48360511 0.23406525 0.32484361] [ 0.74639735 0.45131403 0.52459649 0.28563758 0.38395626] [ 0.77559871 0.44555486 0.42563031 0.37856529 0.27052863] [ 0.23680716 0.58150012 0.47537022 0.74436139 0.6301234 ] [ 0.83274695 0.35581213 0.64234567 0.31039467 0.36477021] [ 0.88312326 0.26684773 0.44853325 0.18665017 0.38809807] [ 0.15296734 0.59473335 0.42132791 0.90911485 0.56441707] [ 0.37640361 0.67501291 0.41035636 0.7556996 0.42338431] [ 0.40258916 0.44663137 0.68782313 0.66513842 0.54960342] [ 0.35463287 0.43774864 0.50978073 0.76881698 0.418131 ] [ 0.47117836 0.59004216 0.43201259 0.5854294 0.55185208] [ 0.49160657 0.52162825 0.53291203 0.58598758 0.5390121 ] [ 0.23636215 0.58645045 0.40746082 0.84545178 0.47795893] [ 0.68398158 0.38304284 0.60120846 0.35570159 0.46215162] [ 0.60711905 0.63149376 0.48869028 0.69741261 0.50934503] [ 0.83528096 0.30695494 0.54049295 0.23908041 0.45262417] [ 0.77180092 0.50270424 0.46978055 0.34380383 0.34289453] [ 0.19162555 0.58699358 0.38849774 0.77715772 0.52771974] [ 0.58945243 0.30919289 0.52824417 0.37280782 0.49281994] [ 0.66019699 0.48664293 0.53859081 0.38427234 0.38286679] [ 0.66318623 0.35714689 0.58478524 0.42308664 0.42654419] [ 0.66300018 0.36413126 0.51020725 0.28394119 0.37655119] [ 0.45387045 0.50957552 0.47351439 0.80291525 0.45798869] [ 0.20002156 0.61412961 0.44972965 0.91394212 0.55953267] [ 0.41968002 0.54699985 0.35393986 0.65008697 0.54935829] [ 0.46693613 0.45486714 0.4590882 0.51385006 0.51800416] [ 0.39175142 0.49625749 0.48591116 0.5762619 0.52031857] [ 0.44218884 0.50836166 0.56271992 0.41703174 0.63000391] [ 0.2779597 0.67589974 0.44196254 0.75847519 0.58616838] [ 0.23102385 0.61038831 0.47385577 0.82387246 0.51837974] [ 0.63654421 0.46877007 0.45373114 0.42203952 0.40882193] [ 0.26337872 0.60701391 0.42538555 0.73311001 0.59288877] [ 0.54923433 0.62434997 0.38117397 0.75592911 0.6035001 ] [ 0.15809256 0.644862 0.40042257 0.86742977 0.45331045] [ 0.48605141 0.58258781 0.47857767 0.659478 0.46421999] [ 0.5853022 0.44554704 0.60859027 0.65637232 0.50126387] [ 0.61294348 0.47508972 0.46794856 0.54814057 0.35070101] [ 0.37368806 0.49098138 0.52184306 0.52133686 0.60282043] [ 0.69510236 0.40104596 0.44212451 0.26654675 0.41592957] [ 0.80901762 0.48198576 0.56787683 0.3989415 0.39149157] [ 0.80424401 0.3873508 0.37253999 0.33025458 0.48275942] [ 0.54295291 0.49188708 0.53268982 0.70095609 0.39505854] [ 0.61609882 0.54341214 0.35514313 0.5161675 0.44794637] [ 0.21470223 0.56131893 0.41389028 0.78385433 0.52138891] [ 0.75330277 0.4547577 0.43974711 0.3009719 0.44120957] [ 0.21563159 0.62750034 0.35150956 0.64615578 0.47989378] [ 0.76044106 0.48516681 0.63333466 0.43326307 0.37950447] [ 0.48624659 0.48774812 0.47067648 0.75884999 0.32645185] [ 0.22064208 0.52735259 0.36541465 0.90228541 0.44336457] [ 0.61646047 0.42784517 0.4918729 0.47648166 0.48610517] [ 0.38976081 0.46212674 0.58823129 0.62052464 0.49828218] [ 0.5958931 0.40960717 0.49777681 0.66438118 0.34477875] [ 0.53045903 0.42222628 0.47743984 0.51397946 0.35357746] [ 0.74851223 0.25041593 0.50034628 0.31453176 0.42684421] [ 0.70938204 0.52832863 0.47729664 0.33793669 0.33685642] [ 0.44328712 0.69466396 0.34746314 0.6401765 0.50939656] [ 0.30236653 0.70383052 0.35662992 0.82339073 0.51516878] [ 0.44982603 0.47996231 0.54992385 0.56608663 0.49304592] [ 0.52278596 0.57578467 0.43427491 0.42293178 0.39976498] [ 0.82302956 0.44105476 0.4256293 0.37309843 0.35716651] [ 0.61947263 0.42613334 0.59388618 0.57127864 0.42107269] [ 0.59809925 0.38535475 0.56571728 0.26538726 0.4887197 ] [ 0.34309272 0.60772307 0.40188566 0.74827336 0.55478269] [ 0.45280833 0.50132335 0.40569818 0.39633767 0.48271303] [ 0.61511704 0.49208705 0.45201069 0.64363435 0.26553664] [ 0.41887202 0.53798359 0.52472413 0.5191611 0.4951747 ] [ 0.59013219 0.39524698 0.60878398 0.56721056 0.44873984] [ 0.5096117 0.53564456 0.42669238 0.62779306 0.32658899] [ 0.74191085 0.3317538 0.52709382 0.40458042 0.51889791] [ 0.39635246 0.47916427 0.51502146 0.65380248 0.49736455] [ 0.71106175 0.34904722 0.50124261 0.36434075 0.39956774] [ 0.45806491 0.70083017 0.30647912 0.74088984 0.53961862] [ 0.26431751 0.66922275 0.26268761 0.65759827 0.44655114] [ 0.54636691 0.51601927 0.51438959 0.68341186 0.33936588] [ 0.67422633 0.51479865 0.4318019 0.62878033 0.5029418 ] [ 0.71546962 0.54958614 0.49801651 0.45773287 0.42246081] [ 0.33259108 0.7032687 0.39024711 0.85312068 0.64502696] [ 0.66842368 0.52897579 0.55741895 0.53894016 0.37261465] [ 0.86781216 0.44338386 0.47578361 0.22326339 0.36076344] [ 0.32504015 0.53864263 0.43797266 0.82377313 0.39509024] [ 0.65626834 0.43379336 0.57670203 0.47859964 0.47692418] [ 0.546929 0.49014613 0.46132786 0.39512997 0.41357927] [ 0.4961265 0.44348828 0.40972777 0.49995433 0.50175121] [ 0.7165372 0.38589568 0.5903318 0.42723403 0.38027427] [ 0.81718244 0.36892386 0.41331227 0.14106705 0.29653177] [ 0.38875919 0.5301828 0.52648702 0.80485661 0.44595818] [ 0.86776654 0.37396992 0.44123089 0.24566664 0.45113035] [ 0.40111587 0.56989638 0.44193209 0.72539056 0.62918676] [ 0.69115936 0.36365585 0.65091996 0.37277262 0.42674773] [ 0.54982223 0.47372849 0.51239575 0.69076002 0.3749985 ] [ 0.51877705 0.48388498 0.52614511 0.63980254 0.43006478] [ 0.79806657 0.43047249 0.59411643 0.19749675 0.4698718 ] [ 0.69908375 0.46720634 0.50933516 0.45807329 0.39319212] [ 0.7565117 0.36330085 0.4964426 0.32723416 0.43927861] [ 0.76019624 0.50387545 0.58832931 0.26834921 0.36826285] [ 0.72685403 0.4219598 0.43508604 0.16476923 0.30280011] [ 0.41703886 0.58319719 0.39822081 0.50602715 0.48657443] [ 0.56694597 0.4570355 0.38811239 0.31342738 0.36469868] [ 0.117971 0.63229592 0.37361698 0.88057199 0.67447228] [ 0.33259108 0.7032687 0.39024711 0.85312068 0.64502696] [ 0.34310626 0.49755194 0.5783949 0.66570205 0.63835288] [ 0.66222176 0.48702001 0.48974844 0.34631144 0.37710944] [ 0.16442394 0.48941815 0.39237299 0.82512057 0.58379117] [ 0.50124764 0.47067371 0.51892901 0.50234984 0.51494258] [ 0.24763284 0.61599659 0.36223518 0.74786662 0.40862112] [ 0.82426286 0.34030819 0.56177973 0.2341296 0.42001061] Progress: 42.5% ... Training loss: 0.513 ... Validation loss: 0.848[ 0.57614923 0.43491646 0.4995846 0.43106412 0.45005889] [ 0.27008398 0.59031161 0.51340772 0.81244538 0.52386607] [ 0.68014089 0.46477652 0.34572884 0.43776328 0.34797454] [ 0.21833792 0.57834402 0.43212788 0.78164052 0.45208325] [ 0.62082879 0.51214841 0.57999154 0.55671079 0.48350284] [ 0.44541493 0.60418218 0.49144105 0.67529422 0.42352877] [ 0.74510954 0.54144252 0.25415654 0.47852942 0.37681826] [ 0.4151315 0.51630573 0.45869577 0.85822814 0.56439003] [ 0.8575911 0.48170812 0.57507858 0.29209117 0.39104772] [ 0.650247 0.4792231 0.56082959 0.56946151 0.36074802] [ 0.70355802 0.3669064 0.53995659 0.51025002 0.37894492] [ 0.47619023 0.54581959 0.50952551 0.50006958 0.52426885] [ 0.20112232 0.71380021 0.32993262 0.73667707 0.53719085] [ 0.63470828 0.4063726 0.54311661 0.64821794 0.32681117] [ 0.74570191 0.50370681 0.48838259 0.25680545 0.42187419] [ 0.39634147 0.57626421 0.3426568 0.48364875 0.51902852] [ 0.67069431 0.4376015 0.4436605 0.39628525 0.50517918] [ 0.45376561 0.48549317 0.57306535 0.38907309 0.43182778] [ 0.72974812 0.38935039 0.59851201 0.60787581 0.32933136] [ 0.70366061 0.32862673 0.48763563 0.58587204 0.43379163] [ 0.77128797 0.3380696 0.5552793 0.27320129 0.52928452] [ 0.40178909 0.6132554 0.36726853 0.69168202 0.48578469] [ 0.47845498 0.42752858 0.52375199 0.68542819 0.47317536] [ 0.32828613 0.54844571 0.41751873 0.83679395 0.38349886] [ 0.49581195 0.53268522 0.44556331 0.66183443 0.37165314] [ 0.74994319 0.44285756 0.52400081 0.28799087 0.51149918] [ 0.5959039 0.46726544 0.54465201 0.57442963 0.361134 ] [ 0.32509153 0.69147274 0.42262391 0.67339513 0.5449756 ] [ 0.59975646 0.44169211 0.44493381 0.45626772 0.26733372] [ 0.2697411 0.58999809 0.49391282 0.7727067 0.47787507] [ 0.618904 0.50960066 0.51404675 0.3785231 0.48934032] [ 0.60551179 0.34670286 0.5119091 0.44333424 0.46512477] [ 0.70788279 0.39867477 0.58876511 0.35919585 0.54021501] [ 0.39637539 0.66419594 0.4281967 0.63679379 0.41673177] [ 0.45516099 0.61430402 0.43892074 0.5934405 0.45212179] [ 0.74551616 0.52572028 0.39516321 0.34885976 0.4799061 ] [ 0.43454227 0.64604211 0.51086165 0.48678016 0.37350386] [ 0.8771766 0.43759772 0.52687902 0.1883033 0.35468307] [ 0.7716637 0.3853458 0.63143298 0.58301253 0.37150024] [ 0.539342 0.42068342 0.39993964 0.50494987 0.62125651] [ 0.67444187 0.51332594 0.52998791 0.54084935 0.38383381] [ 0.71348982 0.45956392 0.57602649 0.60301083 0.3908582 ] [ 0.21925402 0.61608771 0.44435305 0.89941588 0.54832099] [ 0.38342816 0.56480721 0.51306538 0.59707463 0.55003638] [ 0.29006413 0.45807657 0.45726512 0.88284545 0.64158446] [ 0.47402054 0.49365322 0.45138886 0.54312116 0.51179562] [ 0.60306319 0.39708509 0.51996747 0.52212102 0.30074288] [ 0.36391743 0.60745353 0.50185007 0.65139423 0.61254519] [ 0.48546551 0.51237599 0.45243907 0.50121012 0.53761047] [ 0.28213852 0.63178226 0.51847896 0.80049265 0.62718252] [ 0.44292122 0.56341494 0.38650284 0.73378889 0.60074293] [ 0.16888832 0.68401412 0.40177069 0.75633005 0.42714475] [ 0.53973425 0.58061078 0.52727395 0.61004695 0.32359961] [ 0.43652362 0.57913132 0.45380189 0.57462322 0.39868481] [ 0.36823867 0.60100312 0.5488301 0.72803007 0.50682685] [ 0.43707033 0.62675886 0.43345431 0.7430455 0.54912017] [ 0.72453239 0.42984278 0.5151152 0.26205398 0.53683432] [ 0.14821618 0.60108717 0.46634136 0.88428607 0.57675839] [ 0.37908557 0.55371272 0.6313269 0.72325248 0.46037783] [ 0.19774741 0.48956697 0.47615141 0.84287238 0.44549092] [ 0.88293299 0.2811367 0.66583416 0.13652115 0.42587033] [ 0.22258506 0.62315616 0.33668177 0.83082967 0.50618326] [ 0.71192899 0.46740566 0.57734815 0.42269858 0.45281348] [ 0.66478354 0.48016059 0.49619908 0.4103498 0.34317375] [ 0.16142314 0.70852693 0.37653365 0.92705522 0.60593927] [ 0.62262068 0.49462263 0.51553178 0.50204766 0.46147102] [ 0.32580198 0.65469873 0.27957481 0.67959806 0.51678895] [ 0.4902345 0.58072207 0.46888759 0.57362798 0.47770772] [ 0.43041757 0.54320439 0.43366944 0.65661905 0.37229959] [ 0.41752801 0.47513327 0.59013535 0.57678084 0.58243716] [ 0.41517875 0.65650458 0.40940439 0.6098653 0.35918315] [ 0.62221585 0.51188608 0.46152885 0.62087396 0.35312959] [ 0.86364039 0.33614127 0.66325975 0.22725311 0.40527112] [ 0.27187304 0.66561511 0.35828147 0.74399752 0.45267042] [ 0.72042091 0.56869077 0.65038864 0.54446239 0.40224582] [ 0.54252872 0.60914327 0.2756897 0.58329218 0.34103612] [ 0.65855782 0.48571427 0.37738539 0.37216623 0.32641152] [ 0.77676908 0.32989203 0.58457685 0.25590234 0.31201329] [ 0.26548246 0.68872858 0.33217966 0.84819559 0.54213025] [ 0.85188563 0.37280578 0.58321612 0.26323844 0.38924964] [ 0.72428962 0.3845888 0.57258632 0.45810004 0.35905685] [ 0.54658369 0.5643252 0.46579199 0.58268475 0.37670092] [ 0.74963284 0.44783986 0.52160613 0.23277268 0.4359303 ] [ 0.84098469 0.34215775 0.47576592 0.23576341 0.43935451] [ 0.81906851 0.40161128 0.51406564 0.16904883 0.3705228 ] [ 0.83098473 0.32291336 0.46322941 0.1672641 0.32979383] [ 0.48866462 0.55990817 0.40730799 0.66291505 0.37039152] [ 0.28737378 0.63207942 0.41894848 0.65744841 0.60686342] [ 0.70577504 0.44556918 0.48096922 0.32848775 0.36800802] [ 0.58444652 0.42038495 0.58126966 0.43232067 0.45337759] [ 0.47752606 0.5711345 0.45934412 0.46041758 0.40928083] [ 0.57511763 0.4557744 0.34918177 0.65793282 0.3941737 ] [ 0.65855782 0.48571427 0.37738539 0.37216623 0.32641152] [ 0.4661873 0.56533864 0.4860615 0.68237475 0.56924903] [ 0.48528121 0.39520707 0.49230695 0.70898566 0.3768577 ] [ 0.43049282 0.52961073 0.44205837 0.51553091 0.50665059] [ 0.20735178 0.52395041 0.50602113 0.76380613 0.58914144] [ 0.48521412 0.53772039 0.60421884 0.50779995 0.41550636] [ 0.64628038 0.43494962 0.55987841 0.30956946 0.41450813] [ 0.44101016 0.5728254 0.35054001 0.55136119 0.43874669] [ 0.42060408 0.63558256 0.29436663 0.55547165 0.44675103] [ 0.77321191 0.3642732 0.64744615 0.34008953 0.4589832 ] [ 0.1675771 0.65807167 0.42190879 0.86596045 0.52617541] [ 0.62918955 0.42250739 0.53130968 0.33684513 0.44654819] [ 0.22301077 0.71467369 0.46395498 0.76412536 0.55193497] [ 0.48487272 0.56784816 0.43041273 0.56903811 0.26237508] [ 0.57389485 0.46461406 0.52475079 0.64057886 0.39317802] [ 0.60250847 0.34898841 0.49376645 0.3456868 0.55414071] [ 0.29409494 0.48291265 0.4521933 0.75224806 0.56020256] [ 0.87059944 0.43983886 0.57150838 0.25350338 0.28694172] [ 0.36304424 0.5558237 0.51228151 0.646919 0.46900926] [ 0.6845415 0.4239824 0.64243069 0.58196202 0.32436558] [ 0.35392507 0.53975608 0.49517971 0.53192413 0.31094321] [ 0.3333623 0.54797401 0.47852655 0.83466474 0.5035184 ] [ 0.79294787 0.61089182 0.44437303 0.43850406 0.45776835] [ 0.54312896 0.4695487 0.4919425 0.69264052 0.39700051] [ 0.5070411 0.46228581 0.55742976 0.61990025 0.57514034] [ 0.50193889 0.50536446 0.55870839 0.80651552 0.53663066] [ 0.48240315 0.62849474 0.42561879 0.65506213 0.51174765] [ 0.20944973 0.77169017 0.2625433 0.80719125 0.49214196] [ 0.68741487 0.43554013 0.32638368 0.4171353 0.36250283] [ 0.70006167 0.37511335 0.56781832 0.31772363 0.38986686] [ 0.65278329 0.41860662 0.56903297 0.6418948 0.4768112 ] [ 0.4590158 0.51772034 0.60830906 0.55462618 0.48080326] [ 0.45612495 0.41969192 0.53783431 0.57415729 0.43597126] [ 0.33354208 0.58593875 0.33894052 0.80974338 0.33999769] [ 0.447251 0.61477867 0.44919906 0.60356402 0.36327246] [ 0.66359978 0.42766985 0.51358452 0.33731684 0.65716643] Progress: 42.5% ... Training loss: 0.513 ... Validation loss: 0.847[ 0.66427263 0.39697468 0.61244982 0.30746868 0.41736555] [ 0.63781017 0.49198599 0.54558185 0.56658136 0.37253467] [ 0.25602958 0.68627845 0.44508519 0.83246984 0.52766702] [ 0.85078529 0.31175009 0.49560002 0.2555247 0.37456707] [ 0.43284338 0.44035802 0.52016507 0.65107301 0.4323422 ] [ 0.35353917 0.50913415 0.53364604 0.68194491 0.52106818] [ 0.65665394 0.43618279 0.33725206 0.4779354 0.4723094 ] [ 0.39049318 0.63954205 0.25276275 0.75782915 0.43050518] [ 0.75105902 0.56888733 0.56674085 0.45013918 0.36721615] [ 0.68481553 0.55959769 0.40549883 0.52870303 0.39328697] [ 0.1206212 0.63805023 0.42891269 0.8805391 0.56094124] [ 0.78765976 0.46519279 0.49337076 0.39756129 0.4108802 ] [ 0.4676501 0.63078341 0.46217478 0.69328882 0.46245221] [ 0.86353084 0.36297126 0.56960669 0.17486938 0.40478894] [ 0.5375605 0.45026422 0.59628371 0.37312276 0.48763817] [ 0.66119914 0.45085329 0.5827986 0.67256694 0.43327114] [ 0.68165442 0.57264267 0.44199471 0.53962647 0.45751399] [ 0.53188631 0.56869542 0.57144093 0.57257931 0.61518364] [ 0.76103619 0.51569 0.64819369 0.40274284 0.34703129] [ 0.51166209 0.48993913 0.37767488 0.62659376 0.42240502] [ 0.63566142 0.53387155 0.53561805 0.25397735 0.46856441] [ 0.27228064 0.6966191 0.44231361 0.68480082 0.54572649] [ 0.35018353 0.632976 0.45773368 0.603751 0.40794521] [ 0.31548527 0.59108015 0.33465745 0.73859315 0.47941078] [ 0.50509905 0.47548636 0.44755653 0.47371355 0.48937012] [ 0.43360874 0.64061901 0.4010036 0.62366881 0.52793697] [ 0.59904906 0.55084874 0.3348405 0.49451687 0.42008418] [ 0.18404526 0.7280863 0.43853121 0.71730504 0.60579757] [ 0.39707501 0.47907509 0.51504505 0.65338986 0.49735848] [ 0.30134973 0.60138587 0.36739694 0.67898634 0.47584338] [ 0.42039172 0.55884271 0.52171372 0.73388069 0.62940638] [ 0.55723011 0.66448898 0.41991388 0.53727106 0.41382899] [ 0.64632579 0.6478287 0.32685899 0.60916518 0.52763356] [ 0.76106301 0.47987754 0.41498852 0.32636404 0.42472535] [ 0.22737061 0.53257532 0.59980628 0.84888242 0.66263432] [ 0.61908549 0.61609275 0.56086792 0.55705949 0.5325456 ] [ 0.31973945 0.51438557 0.40878481 0.75196811 0.38857797] [ 0.35829493 0.48188704 0.48086524 0.57489593 0.5729731 ] [ 0.36649681 0.58116926 0.48702918 0.74898723 0.45356557] [ 0.70955983 0.37817088 0.43961284 0.26526122 0.36202546] [ 0.79367455 0.48420324 0.36698534 0.28424608 0.3982391 ] [ 0.15723495 0.60459643 0.36809477 0.89861915 0.55833829] [ 0.54646761 0.45658584 0.45113292 0.63605562 0.28579471] [ 0.57646616 0.43168306 0.55109678 0.56922236 0.46764942] [ 0.56425732 0.50822424 0.42272542 0.47632158 0.59190258] [ 0.59884623 0.63763302 0.49721405 0.56021029 0.37764484] [ 0.89212727 0.28304832 0.59658246 0.12425812 0.38281572] [ 0.77177325 0.57480002 0.4139998 0.30995351 0.50448111] [ 0.40766667 0.46859004 0.6530213 0.61436879 0.44050421] [ 0.62199103 0.36935322 0.50422775 0.54433907 0.3655999 ] [ 0.45501352 0.6144769 0.43883663 0.59349513 0.45221572] [ 0.25303536 0.75481084 0.31905839 0.85926801 0.51000538] [ 0.44168525 0.56473872 0.35956268 0.65811885 0.31687174] [ 0.64760522 0.52058845 0.38503905 0.48388442 0.49880088] [ 0.48224922 0.6830606 0.4200569 0.57024466 0.44016134] [ 0.50648801 0.57249158 0.59782843 0.60671735 0.43332062] [ 0.61574933 0.39768152 0.52716804 0.24731112 0.4724107 ] [ 0.68811308 0.3553866 0.67422155 0.30845363 0.38869372] [ 0.36057509 0.59764418 0.3834188 0.58921192 0.34488738] [ 0.41625744 0.73304695 0.2845994 0.742367 0.48422902] [ 0.60373275 0.38779484 0.48616471 0.44357912 0.45382744] [ 0.53202729 0.60863213 0.28892548 0.57019156 0.27160889] [ 0.55192569 0.60920954 0.42378647 0.54383987 0.3947394 ] [ 0.74862532 0.46820744 0.49636227 0.27760137 0.49829578] [ 0.29401578 0.46588703 0.51280737 0.53118885 0.64511613] [ 0.66521609 0.53837979 0.25640175 0.41696811 0.38830855] [ 0.59753362 0.61977254 0.37074431 0.62138001 0.47536773] [ 0.62295268 0.59320817 0.47037153 0.44262852 0.36435277] [ 0.18729513 0.59057237 0.40782138 0.86231791 0.56633656] [ 0.53229328 0.57899724 0.45328789 0.64186487 0.40058323] [ 0.85600696 0.38369186 0.51567813 0.36412923 0.35211532] [ 0.87219002 0.35057238 0.69362936 0.20264189 0.39089515] [ 0.67722538 0.6914852 0.49979454 0.6231496 0.52260331] [ 0.53293242 0.59171078 0.38181518 0.63601513 0.44274409] [ 0.54839252 0.50193275 0.48955447 0.58672366 0.29010529] [ 0.65740503 0.4683323 0.52346314 0.3753115 0.41098558] [ 0.37893834 0.5358689 0.5663913 0.69574734 0.51547621] [ 0.72541954 0.43105215 0.48735492 0.24106218 0.43711744] [ 0.43658972 0.52150571 0.42448683 0.6412541 0.63218745] [ 0.57227684 0.34594271 0.66899799 0.51063568 0.48337805] [ 0.32660205 0.58060417 0.51970734 0.79345644 0.66066723] [ 0.70308714 0.45312364 0.41141208 0.33008445 0.31285475] [ 0.36638337 0.538476 0.5731317 0.73667544 0.41041069] [ 0.48691151 0.3737529 0.53436252 0.72280959 0.40306894] [ 0.51018524 0.43360369 0.53057854 0.71667296 0.3216693 ] [ 0.59251192 0.46627296 0.51226461 0.48248892 0.36687356] [ 0.32658213 0.53835787 0.43807146 0.82318714 0.39503851] [ 0.43787543 0.51472348 0.62509983 0.6364394 0.44730362] [ 0.51203696 0.59610919 0.55198586 0.55971858 0.47282105] [ 0.70991313 0.44429557 0.55487268 0.2511625 0.41535554] [ 0.83907567 0.44442575 0.64036891 0.15193033 0.43366516] [ 0.5627344 0.4099738 0.57847403 0.50258945 0.36809794] [ 0.46556762 0.52442385 0.53560253 0.51586801 0.61590372] [ 0.62947897 0.5046852 0.43416434 0.41116514 0.45836896] [ 0.501059 0.54062369 0.54416885 0.80171826 0.55483006] [ 0.69412258 0.39696681 0.66146063 0.38540528 0.51997583] [ 0.57255158 0.48897331 0.60204693 0.60667198 0.47031747] [ 0.74531857 0.4398394 0.47272148 0.29835711 0.44099633] [ 0.52669796 0.40428548 0.59099569 0.42401193 0.5356719 ] [ 0.41053168 0.556702 0.38664413 0.68989566 0.36251158] [ 0.59874989 0.45482253 0.41016234 0.5982699 0.32491027] [ 0.31844433 0.56208314 0.47552387 0.81072958 0.49994372] [ 0.82707712 0.35797502 0.48186895 0.16461428 0.35319562] [ 0.25938242 0.73906576 0.31524468 0.84557448 0.58260965] [ 0.22852899 0.59124111 0.52072995 0.83187463 0.59078775] [ 0.83785668 0.42074504 0.56868021 0.39206855 0.38288617] [ 0.6339884 0.52498028 0.50430113 0.51562345 0.45319178] [ 0.23069786 0.59593038 0.48988332 0.84876942 0.53277577] [ 0.34318587 0.5580328 0.51388461 0.78559676 0.60419417] [ 0.69860534 0.49855522 0.52482067 0.39251004 0.41836979] [ 0.3165243 0.68776266 0.36722089 0.7272566 0.54862275] [ 0.73059663 0.37318873 0.68524751 0.48162621 0.42284235] [ 0.52984082 0.54104964 0.56427351 0.6108278 0.4269365 ] [ 0.7789896 0.50530285 0.46692714 0.31388663 0.30523044] [ 0.76463032 0.43810963 0.60413575 0.45546365 0.3514693 ] [ 0.65737005 0.43617033 0.67302707 0.56233117 0.47148928] [ 0.49780765 0.43236887 0.42980299 0.74391483 0.54488392] [ 0.30754168 0.62332894 0.42594588 0.87473126 0.48050511] [ 0.57225561 0.50170012 0.45698141 0.41206616 0.50664687] [ 0.83013758 0.47332966 0.44089118 0.30763425 0.40892671] [ 0.5576382 0.4323955 0.48102568 0.31690373 0.5314591 ] [ 0.5826259 0.39868686 0.69093949 0.56195558 0.50445398] [ 0.68009573 0.44413924 0.40117598 0.25501727 0.33023653] [ 0.62302079 0.63049387 0.36417372 0.47823289 0.44750477] [ 0.76698725 0.46507752 0.41972941 0.19839186 0.27818135] [ 0.35627001 0.51372007 0.53645291 0.48352206 0.51822279] [ 0.5139316 0.51992751 0.38873467 0.49949121 0.39664593] [ 0.50816811 0.55076047 0.38459317 0.47226248 0.40845976] Progress: 42.6% ... Training loss: 0.513 ... Validation loss: 0.847[ 0.52510861 0.58843075 0.56165014 0.69802804 0.4606831 ] [ 0.586135 0.4679784 0.29559699 0.34654041 0.40216559] [ 0.77622821 0.48782729 0.49793898 0.30674247 0.37385491] [ 0.50923654 0.4524451 0.54602797 0.76973196 0.58246312] [ 0.69237769 0.46950202 0.4894707 0.37542174 0.4480796 ] [ 0.6443033 0.41345893 0.59163929 0.29608612 0.5509899 ] [ 0.89554813 0.30081089 0.58106234 0.15055876 0.37197554] [ 0.5824499 0.44744525 0.49842352 0.39631816 0.49897833] [ 0.69849437 0.61462111 0.49577172 0.48440044 0.45030433] [ 0.35421511 0.59337799 0.50690454 0.85174975 0.61384765] [ 0.77707406 0.55504605 0.4371764 0.31637023 0.32953609] [ 0.59444009 0.57430211 0.34953156 0.32683524 0.32700426] [ 0.62448951 0.60854618 0.38987832 0.47365476 0.38250132] [ 0.31527372 0.50228123 0.35702098 0.56680009 0.52695875] [ 0.49122794 0.5217716 0.49335539 0.60925968 0.40748408] [ 0.70813175 0.532318 0.39160238 0.29060083 0.45183808] [ 0.539371 0.43415597 0.5448905 0.64225492 0.35159849] [ 0.20804935 0.67328667 0.46455008 0.75261203 0.61325711] [ 0.57122958 0.60849141 0.49466373 0.44932324 0.39702027] [ 0.53584249 0.39234113 0.5875503 0.65849526 0.45844368] [ 0.75249508 0.41915895 0.59523795 0.24715271 0.51799452] [ 0.61172848 0.52382522 0.40085858 0.4292119 0.35318075] [ 0.61271818 0.53874125 0.4265433 0.57679333 0.43185205] [ 0.26580804 0.61507049 0.38221098 0.74054769 0.41796054] [ 0.41628729 0.61815966 0.44079701 0.60380315 0.54983359] [ 0.54065829 0.51924256 0.44308523 0.60310533 0.37028028] [ 0.28777315 0.59634681 0.37384346 0.86028762 0.48844884] [ 0.38516121 0.5602959 0.47161961 0.63028932 0.57961933] [ 0.59692445 0.48483637 0.39619672 0.49161547 0.42721896] [ 0.52400546 0.57855533 0.58617606 0.56972766 0.45603303] [ 0.70448721 0.44951385 0.48488877 0.35572311 0.4725441 ] [ 0.46134733 0.51005995 0.42150885 0.52510332 0.36071158] [ 0.19389563 0.72994037 0.46360706 0.73679752 0.61127757] [ 0.62580208 0.51542811 0.47853987 0.53358285 0.4856563 ] [ 0.66916539 0.42139952 0.53823565 0.33190403 0.43599409] [ 0.40689827 0.65620265 0.3640189 0.56897928 0.46872472] [ 0.49909419 0.6392092 0.4094888 0.644784 0.45396576] [ 0.50464828 0.48128989 0.51764824 0.28894581 0.59910098] [ 0.38604654 0.68573794 0.32174546 0.56105873 0.42545549] [ 0.54258821 0.51654826 0.56015883 0.52933284 0.38156917] [ 0.59058438 0.62600438 0.43223357 0.53959198 0.39480683] [ 0.74618994 0.42551966 0.49026524 0.33577397 0.32686933] [ 0.41933792 0.57120319 0.33151633 0.70224658 0.45730163] [ 0.14060854 0.70856598 0.36626283 0.9008155 0.64215367] [ 0.35558381 0.51420779 0.43225286 0.49084691 0.42050321] [ 0.76523617 0.5473036 0.35830048 0.45906747 0.33407085] [ 0.60961186 0.58807671 0.53135738 0.48549246 0.38073668] [ 0.56654612 0.48260231 0.57391066 0.37433888 0.64972714] [ 0.40509169 0.54663174 0.51903434 0.80351865 0.42549782] [ 0.48914066 0.47781749 0.54754897 0.62069765 0.44571495] [ 0.37093948 0.69886257 0.3554764 0.65751029 0.51772666] [ 0.61243985 0.46633257 0.41555714 0.44582342 0.32190748] [ 0.48806398 0.48706209 0.42194058 0.53962229 0.43691912] [ 0.71501663 0.32945311 0.63945982 0.45275856 0.34165302] [ 0.41835743 0.44371759 0.41629345 0.66520468 0.49405361] [ 0.26127585 0.58210177 0.46374046 0.85182765 0.50613638] [ 0.53825152 0.65726208 0.42177898 0.5656593 0.45519045] [ 0.73899942 0.4738709 0.46094974 0.66405448 0.41352732] [ 0.76222611 0.29319566 0.51803907 0.34658801 0.34691021] [ 0.83588308 0.43119073 0.62571481 0.20472926 0.46493202] [ 0.37299638 0.43862654 0.53605118 0.48098417 0.60272912] [ 0.81993428 0.36246561 0.59534036 0.17943554 0.44809745] [ 0.40562907 0.66258869 0.48172773 0.50849214 0.51298159] [ 0.60868347 0.46106157 0.62163009 0.49016275 0.42914622] [ 0.73818803 0.5032325 0.4631733 0.36143279 0.39977681] [ 0.55573122 0.59017953 0.38504296 0.47054524 0.50234103] [ 0.82013508 0.30301563 0.60869177 0.2035175 0.43008088] [ 0.65808869 0.47914363 0.50892034 0.23208683 0.47821437] [ 0.63449176 0.58009845 0.35884964 0.51544675 0.40543144] [ 0.47752871 0.54871974 0.34556811 0.54508087 0.48378681] [ 0.63989957 0.43424037 0.53112188 0.46208199 0.47049374] [ 0.42299522 0.58255561 0.42727536 0.55816491 0.49744319] [ 0.42647288 0.47340385 0.47209696 0.53295455 0.49852663] [ 0.56923059 0.41221064 0.66525102 0.35600837 0.51560583] [ 0.54379609 0.46394313 0.56447353 0.38118228 0.49645451] [ 0.74337162 0.40102146 0.58242818 0.63247894 0.40679511] [ 0.46239423 0.51848751 0.44025562 0.69264853 0.53460315] [ 0.36813886 0.56330584 0.34869234 0.70529155 0.54190303] [ 0.56129901 0.55009396 0.45237188 0.34804762 0.46312739] [ 0.47422716 0.45555858 0.5651727 0.59997716 0.38112103] [ 0.55097972 0.66570251 0.50124568 0.49266533 0.63446923] [ 0.35757596 0.6622398 0.54712371 0.74802346 0.55586598] [ 0.82470427 0.33219728 0.49920409 0.17744678 0.37321455] [ 0.38294849 0.65990082 0.46929357 0.63971479 0.41401211] [ 0.56045065 0.50694369 0.47701436 0.47788637 0.64790131] [ 0.51088043 0.47906719 0.47058531 0.4746256 0.3983244 ] [ 0.35596348 0.44498377 0.63461344 0.66264176 0.61354891] [ 0.37061713 0.69954212 0.23260494 0.72682133 0.48353468] [ 0.76526358 0.4741626 0.48241725 0.45567163 0.52971079] [ 0.29110683 0.67166705 0.44120444 0.75275993 0.49018351] [ 0.44421724 0.52584335 0.54275891 0.74429056 0.37735749] [ 0.7531667 0.49905751 0.48507229 0.30876456 0.37733067] [ 0.40966476 0.70199579 0.3190299 0.74398331 0.55870481] [ 0.70091566 0.51045127 0.45286847 0.38148181 0.2625915 ] [ 0.21199253 0.7309322 0.39563107 0.7596805 0.55297825] [ 0.82000483 0.4963213 0.45845617 0.24170833 0.40424397] [ 0.8667774 0.3601176 0.56831295 0.25714654 0.33263311] [ 0.75922745 0.37087927 0.48521066 0.26630061 0.39093195] [ 0.62282673 0.60701673 0.53727358 0.64279451 0.46162223] [ 0.58928513 0.56202996 0.37406971 0.42919946 0.52534297] [ 0.33657286 0.51714158 0.29981305 0.78634293 0.44345853] [ 0.8451163 0.41110353 0.48416364 0.18859327 0.36081066] [ 0.16065247 0.53167499 0.53349717 0.78794493 0.49855924] [ 0.49084051 0.52256196 0.55142642 0.58535437 0.42183881] [ 0.37452026 0.51562309 0.48168677 0.63051859 0.45078933] [ 0.63813516 0.50313557 0.47847217 0.56861145 0.36894621] [ 0.11134384 0.65795333 0.42605053 0.82810849 0.51183915] [ 0.34918673 0.5364652 0.52865797 0.53349384 0.5582073 ] [ 0.76150996 0.55191743 0.50586204 0.41775 0.47370538] [ 0.32272727 0.51648339 0.57376042 0.58543767 0.68589715] [ 0.50467646 0.63520945 0.37113609 0.57928042 0.48599801] [ 0.44880331 0.60692382 0.42926628 0.79673614 0.55379037] [ 0.73244237 0.30914643 0.57410664 0.3828153 0.42430217] [ 0.93239716 0.27529626 0.5737161 0.08438832 0.29931062] [ 0.45477474 0.58905272 0.46320556 0.58779122 0.51421345] [ 0.16139881 0.59476156 0.42940618 0.8919019 0.61606581] [ 0.41637607 0.4890598 0.52196342 0.47075951 0.51299247] [ 0.43697307 0.59940061 0.40702969 0.64244593 0.5138501 ] [ 0.7580906 0.40408913 0.58482071 0.21605357 0.45630533] [ 0.52927474 0.47461141 0.65770826 0.49674494 0.45855891] [ 0.54780826 0.51494294 0.47029258 0.22349555 0.39797755] [ 0.4103985 0.65217411 0.42334077 0.77456623 0.56758844] [ 0.37930262 0.48607569 0.46322259 0.68509513 0.49746429] [ 0.62356813 0.5450077 0.49047053 0.32895357 0.56335564] [ 0.87997652 0.40524144 0.54326742 0.18879708 0.33782836] [ 0.08612724 0.62993459 0.41215925 0.94173439 0.66581739] [ 0.36092031 0.60725211 0.39446095 0.64662812 0.58454903] [ 0.47374056 0.53804247 0.50596307 0.33594704 0.46520052] Progress: 42.6% ... Training loss: 0.512 ... Validation loss: 0.847[ 0.73740123 0.45393294 0.56761196 0.14086928 0.47116041] [ 0.665116 0.37433845 0.56369118 0.45633377 0.39130639] [ 0.578132 0.36791634 0.59473811 0.68215175 0.46981727] [ 0.71415505 0.44834114 0.53026899 0.45873905 0.35630511] [ 0.44563758 0.65717181 0.37759383 0.52709981 0.46548468] [ 0.77090337 0.5833671 0.45820805 0.37102497 0.48911078] [ 0.78681925 0.43969507 0.42642557 0.35353988 0.45090643] [ 0.31588597 0.46895612 0.56147167 0.67296934 0.55022337] [ 0.63942755 0.42784456 0.49189798 0.51244373 0.36396413] [ 0.72328427 0.56680925 0.55956419 0.46262298 0.47229598] [ 0.25486324 0.52520788 0.39227213 0.80712546 0.51552954] [ 0.47214736 0.4490799 0.5319241 0.85120616 0.54726561] [ 0.54606892 0.40167499 0.55453538 0.68531712 0.54817284] [ 0.72558787 0.44471742 0.46225621 0.25226817 0.4402294 ] [ 0.77721843 0.47533791 0.41810444 0.23318166 0.35265769] [ 0.38961578 0.53508024 0.48352828 0.53636302 0.6103003 ] [ 0.59436491 0.49456497 0.44388104 0.32459238 0.33956068] [ 0.31259023 0.60953487 0.53076743 0.48779115 0.44310953] [ 0.68125839 0.48105066 0.50038663 0.54539071 0.50109314] [ 0.64413013 0.60531934 0.46420581 0.54361178 0.37034674] [ 0.71244662 0.43814337 0.44799663 0.27976613 0.39468294] [ 0.59106718 0.40248181 0.55639592 0.72098239 0.3111301 ] [ 0.88677675 0.37361478 0.56910519 0.29788624 0.24802445] [ 0.59356646 0.34260131 0.46819641 0.47245846 0.41770999] [ 0.63583925 0.33694305 0.63203228 0.51169243 0.40089253] [ 0.3771348 0.68455327 0.34281003 0.63453475 0.48346988] [ 0.48425462 0.4732541 0.4108992 0.4013808 0.47793838] [ 0.50376414 0.67196752 0.45663407 0.50498382 0.53167622] [ 0.48021532 0.64238261 0.35209983 0.61017845 0.44476708] [ 0.649435 0.41430662 0.58602323 0.58401741 0.46338314] [ 0.65952045 0.51258606 0.37262686 0.62449201 0.52217991] [ 0.46531242 0.56175712 0.37781806 0.51971673 0.42362222] [ 0.5879649 0.64832687 0.35059583 0.62248686 0.37800014] [ 0.85831785 0.38792954 0.62157145 0.15535276 0.3858354 ] [ 0.12984867 0.61998282 0.43951331 0.91572732 0.5051505 ] [ 0.31315281 0.54489846 0.55015088 0.77795756 0.61403622] [ 0.63549463 0.3780469 0.44536034 0.4979549 0.41851248] [ 0.70288474 0.50327499 0.68264132 0.35596586 0.39734308] [ 0.34778109 0.73232669 0.32448411 0.78129353 0.40599447] [ 0.53918877 0.45377033 0.38526157 0.40965461 0.48966303] [ 0.25219525 0.42725892 0.45614533 0.8538041 0.66816222] [ 0.63779373 0.40828526 0.4173334 0.62068669 0.31919386] [ 0.6177602 0.4863977 0.62490829 0.75167797 0.42919948] [ 0.44874128 0.4063486 0.44943242 0.47741568 0.45366346] [ 0.23633742 0.64932692 0.43842834 0.7172044 0.42545953] [ 0.54428934 0.60303152 0.42218667 0.50723742 0.60896123] [ 0.30028628 0.51664045 0.47227665 0.84233249 0.53682823] [ 0.78254572 0.53311413 0.31335549 0.38076926 0.23770598] [ 0.80557653 0.43941433 0.42517756 0.20319837 0.31752052] [ 0.67850748 0.39331899 0.51006371 0.26608797 0.32416307] [ 0.61135055 0.40023746 0.43208057 0.28674281 0.38725001] [ 0.72521244 0.48311645 0.53581698 0.20918757 0.55061892] [ 0.73209351 0.30977301 0.47806013 0.35477874 0.4488851 ] [ 0.41799284 0.57982601 0.4286008 0.40789423 0.56408765] [ 0.81515325 0.45459135 0.55396778 0.32284174 0.41232811] [ 0.77593251 0.51188249 0.59139196 0.4320358 0.33318782] [ 0.68311258 0.44951042 0.57317697 0.27669028 0.43120708] [ 0.41135482 0.71284175 0.41529524 0.68439647 0.49436486] [ 0.20359295 0.54587232 0.44642592 0.8135939 0.481262 ] [ 0.69458138 0.39680056 0.6615184 0.38511567 0.51990738] [ 0.54518958 0.49135277 0.5329074 0.69989392 0.39491661] [ 0.75844949 0.49463453 0.54162759 0.48474261 0.4011631 ] [ 0.50939253 0.46606575 0.5066272 0.40878749 0.58852553] [ 0.60147531 0.54325534 0.4738638 0.41177372 0.39515377] [ 0.50756539 0.55520376 0.48059215 0.49370584 0.54944546] [ 0.41519261 0.53366169 0.57900939 0.67885128 0.37229778] [ 0.48683149 0.39487184 0.49244567 0.70829926 0.37678357] [ 0.3179342 0.58770907 0.47362715 0.87488261 0.47188509] [ 0.30260261 0.48077724 0.52966988 0.87120696 0.57042596] [ 0.54928775 0.54673514 0.43392879 0.70385397 0.50255638] [ 0.51057379 0.39836353 0.55998871 0.36265665 0.47376012] [ 0.64775758 0.40656369 0.58566551 0.52608447 0.28388035] [ 0.62851206 0.43343171 0.46023836 0.50212651 0.39915816] [ 0.59520613 0.38385595 0.6399505 0.55755218 0.32988108] [ 0.76623841 0.36304494 0.67603716 0.4898511 0.34890779] [ 0.53439229 0.42619719 0.60693085 0.49699782 0.5259355 ] [ 0.63280012 0.48463725 0.43698761 0.32998641 0.40308761] [ 0.6189025 0.57252551 0.55734599 0.58124163 0.43981729] [ 0.52720833 0.68799474 0.38790491 0.69452955 0.50254785] [ 0.72381001 0.36292893 0.57939453 0.3785858 0.42679054] [ 0.44027115 0.59464081 0.38940189 0.39202358 0.41090893] [ 0.55105387 0.51786128 0.47694128 0.62538137 0.35230887] [ 0.22533885 0.54756207 0.50596403 0.6617253 0.6000081 ] [ 0.29807671 0.72768119 0.46758479 0.70392433 0.58142149] [ 0.54967052 0.70001324 0.36902887 0.65696508 0.44064944] [ 0.30763881 0.68793547 0.42313862 0.67442966 0.41572632] [ 0.41731147 0.52513813 0.50878648 0.56157803 0.6744604 ] [ 0.65861255 0.45157897 0.64657371 0.53688348 0.43121979] [ 0.34667266 0.50036169 0.45257347 0.75838465 0.45590778] [ 0.69042666 0.48123423 0.46206461 0.33301584 0.32721566] [ 0.60853627 0.589424 0.41995681 0.37789554 0.42430712] [ 0.23355678 0.70478419 0.32934427 0.85249044 0.48132871] [ 0.77248159 0.524106 0.55979094 0.32041915 0.47627026] [ 0.7358864 0.59388247 0.44993552 0.57008432 0.45528174] [ 0.54725175 0.6252279 0.47150095 0.59729649 0.4646018 ] [ 0.40915681 0.52609238 0.5777806 0.74030846 0.51115742] [ 0.60623083 0.58829573 0.52761284 0.48023111 0.43059782] [ 0.2087523 0.54032117 0.50461637 0.86393086 0.58925286] [ 0.61182627 0.45220276 0.45314028 0.55486382 0.30484473] [ 0.2664995 0.71346338 0.30064295 0.85264896 0.55022636] [ 0.29308686 0.46001429 0.54746961 0.66735182 0.46794042] [ 0.89878694 0.47170816 0.50347894 0.21097031 0.33522607] [ 0.29372016 0.62469976 0.29913997 0.81137236 0.46420663] [ 0.40877092 0.62855578 0.47592905 0.59751613 0.46256654] [ 0.76596996 0.38992395 0.57691509 0.63505407 0.30562841] [ 0.70477326 0.43968376 0.49116375 0.31529651 0.35853942] [ 0.40301189 0.53193926 0.40072504 0.81897234 0.62219403] [ 0.20406171 0.71332116 0.37885309 0.77782718 0.44310745] [ 0.60376597 0.46001555 0.60443952 0.32448374 0.52731126] [ 0.25945409 0.56259915 0.60011859 0.66890237 0.54813361] [ 0.29379451 0.62038876 0.56579025 0.71490353 0.611814 ] [ 0.43030735 0.53568626 0.40423453 0.51428033 0.40281408] [ 0.12843552 0.62222567 0.36612388 0.88521531 0.52984601] [ 0.70997867 0.37843798 0.50271176 0.3759081 0.37002418] [ 0.64987681 0.64650866 0.35736714 0.62950681 0.44275028] [ 0.66238544 0.4629539 0.44159363 0.31808115 0.46696612] [ 0.59394393 0.48273167 0.49537082 0.41231798 0.4593908 ] [ 0.33182669 0.53130928 0.47005038 0.78445691 0.49788991] [ 0.35843389 0.48187428 0.48087459 0.57480286 0.57297219] [ 0.65452501 0.43482504 0.47787463 0.34076067 0.31555984] [ 0.73460427 0.4775 0.57080869 0.37337946 0.35409621] [ 0.7080834 0.58743509 0.51040168 0.56130357 0.48854677] [ 0.61123952 0.52855426 0.57603532 0.64713518 0.42116814] [ 0.24292579 0.50201704 0.53212537 0.77656946 0.60822745] [ 0.33118503 0.68610998 0.39544326 0.69871587 0.57717968] [ 0.21664862 0.59751085 0.38178937 0.74932915 0.57864537] [ 0.19839363 0.48960918 0.47612762 0.842559 0.44559133] [ 0.11960191 0.60164566 0.52520604 0.88658393 0.6073351 ] Progress: 42.7% ... Training loss: 0.512 ... Validation loss: 0.850[ 0.44449576 0.53985112 0.53430708 0.54594742 0.44526975] [ 0.78154335 0.41564972 0.53631847 0.24368848 0.27895304] [ 0.40892986 0.5436302 0.42459673 0.38736286 0.54073584] [ 0.5536337 0.58384587 0.37177979 0.57859693 0.34442507] [ 0.45116529 0.65658361 0.45926068 0.4973848 0.37310313] [ 0.32545475 0.44805469 0.49195759 0.80944414 0.57849374] [ 0.83434506 0.40761364 0.49404609 0.27577766 0.41644042] [ 0.35216734 0.47438189 0.4767981 0.86395311 0.60267325] [ 0.72003192 0.45546495 0.43388442 0.26820172 0.42282184] [ 0.81418091 0.39177026 0.61882083 0.22018083 0.42799591] [ 0.68771645 0.57194688 0.4841324 0.48894885 0.27396969] [ 0.40842574 0.49232693 0.46736578 0.81588278 0.39790572] [ 0.78878046 0.43462919 0.62039159 0.58937538 0.35754066] [ 0.50801843 0.50084916 0.2930414 0.67592888 0.34129016] [ 0.48137312 0.49717597 0.5914856 0.66230838 0.49769486] [ 0.75341836 0.50616767 0.5618099 0.25711494 0.49960294] [ 0.19807736 0.592803 0.35969558 0.87443104 0.47477686] [ 0.64048792 0.52036206 0.51246624 0.45471351 0.54773634] [ 0.69455629 0.53486812 0.42479844 0.53444271 0.34586364] [ 0.52202126 0.57776937 0.38900281 0.44214577 0.40239316] [ 0.66302782 0.40189825 0.61307222 0.74545065 0.38595018] [ 0.43731171 0.4918315 0.61453443 0.61406229 0.52277092] [ 0.83233034 0.42291256 0.61163003 0.24255419 0.44153392] [ 0.73092865 0.43751825 0.53495534 0.36150034 0.41368192] [ 0.73634416 0.28203067 0.51747884 0.19831855 0.36682324] [ 0.58618117 0.4940038 0.51769115 0.38392891 0.63108152] [ 0.53032517 0.64568313 0.50221171 0.72531416 0.54242647] [ 0.24232493 0.47039465 0.48251945 0.89492433 0.6310811 ] [ 0.4948693 0.41613282 0.57215317 0.51405431 0.35979291] [ 0.1521445 0.50140948 0.40150249 0.86982385 0.62213009] [ 0.66452563 0.52134327 0.66227687 0.47221867 0.46549645] [ 0.2376476 0.69412543 0.43426743 0.71080133 0.58553878] [ 0.89238911 0.35623031 0.49641511 0.21264153 0.28315871] [ 0.85016247 0.45935941 0.47647919 0.32606395 0.42022231] [ 0.57180776 0.49450509 0.51015722 0.46479528 0.36376997] [ 0.44348592 0.58182677 0.48989608 0.81862503 0.3765595 ] [ 0.42993549 0.57035041 0.32068729 0.7014795 0.50782636] [ 0.63373238 0.39711827 0.54801776 0.44445888 0.57566527] [ 0.38326723 0.42737427 0.55094989 0.64980724 0.42203401] [ 0.39813702 0.51034941 0.38844739 0.66527347 0.59530377] [ 0.58346416 0.47905398 0.36832157 0.47786191 0.38753258] [ 0.55212307 0.48648588 0.42034968 0.40438343 0.51781157] [ 0.72256427 0.43930256 0.56851902 0.49018853 0.43039513] [ 0.77289675 0.46821482 0.52145966 0.22806613 0.38849122] [ 0.67649393 0.64158776 0.37892379 0.53762618 0.3832943 ] [ 0.23883992 0.68651076 0.3899866 0.76628475 0.50869819] [ 0.67601838 0.35604415 0.46958494 0.21170909 0.50924209] [ 0.13039352 0.61335432 0.41852446 0.93139556 0.61974045] [ 0.66219706 0.45030479 0.52657991 0.29371043 0.46004285] [ 0.8618524 0.32730727 0.6026917 0.14648206 0.36362494] [ 0.65089489 0.3667503 0.53488362 0.29338016 0.48175723] [ 0.75883611 0.42487102 0.50037293 0.33579243 0.42272334] [ 0.27057298 0.40714824 0.4519221 0.63174108 0.54064922] [ 0.41717089 0.61785075 0.44092386 0.60333167 0.54973629] [ 0.6491805 0.37606847 0.60772598 0.44713947 0.50876508] [ 0.7450735 0.53905054 0.44200377 0.5328703 0.45761145] [ 0.7523435 0.52365124 0.52172631 0.29721012 0.46620863] [ 0.5888366 0.40226042 0.44949089 0.66553551 0.3165101 ] [ 0.51524043 0.43588418 0.37044504 0.52997285 0.33248765] [ 0.32474743 0.57597849 0.55049537 0.58846654 0.59080226] [ 0.40336214 0.58569981 0.62394494 0.5834047 0.51512471] [ 0.66666385 0.35554212 0.61023112 0.44110051 0.38367112] [ 0.43660169 0.66879127 0.29147589 0.66666141 0.49808921] [ 0.84124957 0.3820771 0.38079469 0.21581355 0.34716768] [ 0.54949014 0.47904358 0.47934035 0.50479271 0.41696219] [ 0.44844785 0.52294787 0.49815551 0.82134755 0.45143651] [ 0.82785472 0.33925465 0.36842192 0.43544504 0.43767474] [ 0.62976922 0.52258617 0.50687713 0.44097501 0.48326138] [ 0.38904814 0.55719169 0.39444288 0.68713254 0.35726735] [ 0.71137714 0.34874858 0.55674718 0.54657368 0.4023803 ] [ 0.41334248 0.51551494 0.586518 0.39728058 0.48469125] [ 0.52769517 0.42044029 0.63617043 0.46814887 0.44331106] [ 0.56075194 0.38281878 0.57089232 0.28987706 0.3781146 ] [ 0.55792413 0.45332355 0.30266493 0.5387114 0.4848888 ] [ 0.30664175 0.50936273 0.52919942 0.70333217 0.44473015] [ 0.59051216 0.48074763 0.6709025 0.48316475 0.4915497 ] [ 0.57584482 0.48097905 0.47362068 0.366922 0.55627139] [ 0.77057611 0.54022287 0.42469281 0.44032536 0.37949551] [ 0.69256644 0.48682598 0.56962877 0.47640983 0.441976 ] [ 0.48773767 0.64333906 0.5061873 0.44440644 0.57217151] [ 0.61036611 0.42263866 0.3517282 0.3577591 0.42796594] [ 0.28197876 0.54020736 0.41162128 0.8429088 0.52576157] [ 0.62621747 0.47000006 0.41988248 0.28708753 0.37527821] [ 0.71897647 0.4768562 0.51083604 0.5261536 0.47016096] [ 0.23656797 0.65795526 0.39907187 0.87845717 0.44454158] [ 0.66215366 0.48333933 0.4540126 0.68331516 0.2909614 ] [ 0.35799879 0.76390128 0.3465099 0.7041997 0.43206483] [ 0.69630521 0.52407914 0.53719202 0.22473353 0.48315802] [ 0.45497519 0.42012961 0.45627834 0.74940603 0.51092844] [ 0.37154836 0.5541039 0.55539825 0.47622021 0.551972 ] [ 0.57817971 0.53422804 0.41370524 0.4869163 0.4391466 ] [ 0.60310057 0.43870765 0.60325722 0.64008395 0.40288175] [ 0.51826598 0.49021252 0.51461802 0.50786976 0.47224644] [ 0.11393321 0.57430061 0.37963954 0.79539908 0.62556146] [ 0.34782609 0.61031632 0.26316682 0.74029893 0.59117521] [ 0.44815367 0.56084537 0.60758193 0.66833614 0.468902 ] [ 0.38973793 0.60578197 0.5967516 0.56132332 0.54484578] [ 0.76350135 0.37096161 0.49836818 0.45216757 0.33658202] [ 0.5953189 0.3936093 0.54491645 0.37601067 0.36754417] [ 0.21296895 0.73052876 0.39583531 0.75911611 0.55280917] [ 0.68956788 0.32857237 0.53431024 0.39806499 0.42830642] [ 0.1351261 0.64407021 0.5175819 0.85858021 0.52649063] [ 0.22899765 0.5798061 0.46511286 0.78583453 0.5084133 ] [ 0.82188439 0.48145689 0.59613114 0.19131079 0.34755391] [ 0.50656775 0.52175533 0.41999311 0.78639418 0.31807287] [ 0.45230939 0.5663044 0.49364069 0.74427067 0.32901965] [ 0.73111284 0.49897823 0.69505067 0.50459316 0.37137511] [ 0.3211189 0.58788553 0.43287469 0.70520772 0.40306472] [ 0.57881389 0.49923488 0.4708527 0.45172471 0.42824226] [ 0.24381478 0.55176637 0.34300611 0.88730563 0.59736941] [ 0.50991022 0.60154212 0.48394927 0.54729696 0.51912281] [ 0.52895739 0.68735539 0.38820459 0.69360403 0.50227927] [ 0.63702818 0.38867692 0.54753648 0.63546998 0.41790966] [ 0.78755548 0.50121718 0.49344573 0.38451188 0.52959836] [ 0.72107617 0.55353235 0.46130531 0.46881904 0.46960311] [ 0.57328179 0.45167497 0.43410581 0.53346051 0.37101863] [ 0.13617919 0.73452111 0.42916561 0.81414329 0.51888953] [ 0.68979728 0.35394146 0.53962995 0.53035196 0.38485859] [ 0.67554206 0.46101862 0.38238079 0.26709487 0.33399709] [ 0.58989764 0.44676375 0.43148162 0.52424998 0.43390646] [ 0.746799 0.31636693 0.63935998 0.25407394 0.46634481] [ 0.8634953 0.5074249 0.53096842 0.34675373 0.3697692 ] [ 0.66639614 0.45345596 0.47892923 0.41574675 0.55522993] [ 0.51698357 0.52418762 0.59467692 0.7463361 0.55819706] [ 0.48243747 0.52887558 0.57577081 0.52679702 0.53325807] [ 0.64332947 0.58266167 0.40941557 0.36799494 0.3256144 ] [ 0.81418091 0.39177026 0.61882083 0.22018083 0.42799591] [ 0.29433389 0.70839513 0.41781698 0.72979574 0.57876528] Progress: 42.8% ... Training loss: 0.512 ... Validation loss: 0.850[ 0.6968571 0.26407446 0.60841928 0.54839642 0.44323854] [ 0.54299651 0.52399861 0.58585882 0.28427665 0.60698454] [ 0.74971626 0.41885213 0.57796607 0.31696869 0.46457759] [ 0.79710338 0.45850334 0.5055639 0.28614366 0.4621383 ] [ 0.25891329 0.665722 0.41337541 0.75739298 0.45695689] [ 0.57995804 0.52450686 0.3473065 0.44830239 0.36497573] [ 0.74347508 0.51945617 0.43542763 0.51336546 0.44235599] [ 0.67497786 0.50813334 0.43177321 0.25957136 0.27651248] [ 0.40021473 0.57302331 0.54966766 0.76383285 0.57006199] [ 0.48291382 0.74076609 0.36611272 0.57751902 0.49661833] [ 0.31094851 0.57861356 0.54820522 0.79060762 0.46294175] [ 0.62855756 0.45668668 0.50845263 0.63669722 0.40497055] [ 0.8246269 0.32259434 0.43497423 0.26929647 0.34885067] [ 0.43394397 0.46388833 0.58820933 0.62329253 0.58787221] [ 0.47041374 0.53345791 0.41942226 0.33082268 0.38161373] [ 0.64551669 0.50792848 0.51434544 0.59211935 0.40079207] [ 0.57382014 0.61577094 0.45905361 0.60623256 0.40054621] [ 0.78775057 0.41820462 0.58579218 0.26575035 0.40273777] [ 0.67758155 0.58961531 0.57109251 0.52300404 0.46208734] [ 0.68997724 0.37779397 0.57109159 0.2892226 0.4186049 ] [ 0.27301811 0.69635872 0.44243488 0.68443535 0.54564831] [ 0.43651145 0.42195414 0.46451121 0.56967442 0.6104522 ] [ 0.53592535 0.57759293 0.51399553 0.51055555 0.36930809] [ 0.11568513 0.6343427 0.48541416 0.82042019 0.57566775] [ 0.89767588 0.26188187 0.58912259 0.14482691 0.38143248] [ 0.21133688 0.56955153 0.49202964 0.90415034 0.66977822] [ 0.8015995 0.36722092 0.52777934 0.34082937 0.40270192] [ 0.71291602 0.5454009 0.49372454 0.50263724 0.45694107] [ 0.45989084 0.48097279 0.59995229 0.48889024 0.55932727] [ 0.30310038 0.51495374 0.47298177 0.84139782 0.53623649] [ 0.33668417 0.49086433 0.58825935 0.50862548 0.57965889] [ 0.49545708 0.48951489 0.31114788 0.52310282 0.43900724] [ 0.66132809 0.40512213 0.65235938 0.43221078 0.4600464 ] [ 0.28014547 0.45690297 0.51111026 0.41873041 0.47841304] [ 0.58534113 0.57332004 0.31968286 0.62614283 0.39109012] [ 0.56539873 0.45087136 0.44671851 0.5595793 0.48762785] [ 0.41686264 0.5992607 0.5078666 0.52235296 0.59121048] [ 0.34881496 0.59415806 0.46474923 0.88226076 0.55538944] [ 0.24660331 0.51814615 0.38421995 0.8613179 0.56042185] [ 0.4531458 0.49520186 0.50340206 0.68004725 0.32887481] [ 0.68195602 0.56725228 0.52464114 0.32439368 0.54020184] [ 0.26072682 0.58618561 0.34617111 0.80780488 0.66239433] [ 0.44087896 0.60615718 0.29653892 0.9067517 0.36631563] [ 0.33193732 0.65818275 0.44356926 0.71010777 0.61619487] [ 0.46447924 0.59714241 0.4942903 0.54318013 0.53990444] [ 0.65645509 0.43893867 0.48606252 0.4389231 0.47322717] [ 0.71625557 0.50745458 0.48733126 0.21843431 0.35394478] [ 0.49860818 0.48284686 0.42127926 0.60942455 0.41587915] [ 0.58636675 0.67981704 0.42271097 0.48642077 0.43577885] [ 0.59218761 0.40172826 0.50634931 0.28264157 0.41038449] [ 0.24199818 0.71669958 0.37633673 0.77235115 0.44466354] [ 0.69706681 0.36868514 0.62282578 0.38647401 0.40211764] [ 0.69268488 0.55091504 0.45608259 0.42017853 0.39292123] [ 0.70536301 0.41556883 0.53936842 0.64159421 0.38195405] [ 0.7110697 0.64759647 0.50633013 0.47123483 0.41820943] [ 0.70944251 0.37628146 0.56625672 0.319533 0.34332828] [ 0.76737793 0.47864743 0.48491516 0.40365096 0.37450334] [ 0.73836796 0.32049008 0.65453763 0.36880032 0.36968786] [ 0.47045031 0.63575333 0.44778398 0.52553863 0.38394048] [ 0.49776679 0.58690103 0.5066765 0.61959876 0.561705 ] [ 0.18689035 0.62696316 0.50660034 0.8345016 0.55350323] [ 0.27684021 0.60427072 0.52640896 0.80360892 0.60991315] [ 0.4525349 0.48396587 0.65057636 0.47940393 0.49835228] [ 0.72133115 0.37821142 0.54220898 0.23426088 0.47336076] [ 0.74441039 0.48799308 0.40650185 0.46838827 0.40693463] [ 0.70557479 0.37928221 0.48765525 0.32369077 0.41805937] [ 0.35402218 0.61979501 0.33895349 0.74294813 0.35831121] [ 0.45588671 0.52758751 0.46195912 0.45432445 0.45473315] [ 0.64368362 0.56394144 0.33600412 0.37697887 0.37146706] [ 0.83159686 0.36145599 0.63937031 0.18019972 0.41405775] [ 0.37502694 0.45104043 0.69477239 0.59097303 0.60230684] [ 0.75241368 0.46372998 0.36198998 0.25338653 0.37015704] [ 0.48202078 0.65086275 0.39739738 0.66929609 0.5259212 ] [ 0.76493318 0.50918269 0.43291184 0.31689004 0.40445981] [ 0.73745889 0.37841552 0.56596173 0.24405653 0.34712523] [ 0.8969201 0.3240146 0.55703597 0.12619787 0.2888261 ] [ 0.4129198 0.43699288 0.58769175 0.51882549 0.58713664] [ 0.73792501 0.5193489 0.61339859 0.30249967 0.50101577] [ 0.66253883 0.61175496 0.4664252 0.57320327 0.32769803] [ 0.6102636 0.50092348 0.60629639 0.37314283 0.34613824] [ 0.347944 0.61674545 0.39290174 0.68052019 0.51917622] [ 0.28877246 0.6361081 0.29173644 0.63201789 0.44978198] [ 0.35416644 0.55400241 0.4413514 0.69601229 0.3617652 ] [ 0.79283666 0.39160594 0.53989875 0.27692436 0.42699238] [ 0.83406222 0.42492981 0.5695815 0.22724153 0.40412251] [ 0.2168577 0.64641624 0.45900801 0.8626383 0.46766739] [ 0.5679667 0.49822202 0.51151167 0.65998714 0.40398322] [ 0.60596573 0.43487532 0.54316622 0.67853991 0.46183704] [ 0.10326995 0.6145225 0.51408215 0.93440845 0.58833728] [ 0.51835405 0.44351343 0.54283116 0.58128178 0.41090705] [ 0.61882479 0.46891403 0.39930134 0.48103377 0.49262317] [ 0.7781282 0.49782269 0.4682798 0.3074505 0.27001207] [ 0.70411298 0.43897197 0.45901406 0.36330396 0.46120388] [ 0.86460453 0.28856845 0.67167002 0.20262015 0.38489265] [ 0.38942239 0.691596 0.48199799 0.65909289 0.3899219 ] [ 0.22924621 0.55115529 0.53129943 0.86088616 0.69909078] [ 0.45422635 0.41153173 0.43667476 0.64263009 0.52488934] [ 0.65179364 0.37898568 0.568588 0.27768196 0.35632712] [ 0.4959769 0.50006935 0.48832914 0.76294578 0.38133865] [ 0.20959378 0.68832831 0.29211494 0.87376138 0.47929536] [ 0.61354049 0.40597929 0.49951688 0.42058877 0.41442226] [ 0.47935741 0.65960317 0.35067543 0.50734276 0.39339192] [ 0.81392609 0.40133091 0.59653295 0.19410089 0.36816582] [ 0.76363137 0.40678359 0.56029472 0.29976356 0.4779708 ] [ 0.68071043 0.5493588 0.45449607 0.33792856 0.43707067] [ 0.69448359 0.39685628 0.66148766 0.38512941 0.51992245] [ 0.75308303 0.52318562 0.52191718 0.29671631 0.46604527] [ 0.68163087 0.42220282 0.52626818 0.4342168 0.44088101] [ 0.50532732 0.54316434 0.36906563 0.70788172 0.28001945] [ 0.41236958 0.64776946 0.42049137 0.64383551 0.38817214] [ 0.65484138 0.54006597 0.36282361 0.50888906 0.48023909] [ 0.46669743 0.49072905 0.5204037 0.67668273 0.45785556] [ 0.54563496 0.53299139 0.55361777 0.40365324 0.55155461] [ 0.5110712 0.60830842 0.34053868 0.73293441 0.61051052] [ 0.67521204 0.50553323 0.50594912 0.37782682 0.41594883] [ 0.72003315 0.42682553 0.57492896 0.38999028 0.4246383 ] [ 0.69592264 0.32865834 0.71197948 0.57159594 0.38840906] [ 0.31247155 0.68482217 0.33390595 0.574208 0.51276877] [ 0.38188317 0.48669737 0.49215012 0.53697301 0.46962442] [ 0.44666933 0.57935969 0.46046544 0.47863559 0.44893761] [ 0.56759057 0.62761717 0.34421759 0.64500454 0.32872439] [ 0.86926206 0.41107705 0.54646428 0.32587891 0.28715412] [ 0.52363836 0.50833303 0.47064122 0.36826902 0.4286805 ] [ 0.60987821 0.44542177 0.53539944 0.7031253 0.43273108] [ 0.70716326 0.45549649 0.56646121 0.40751983 0.44487776] [ 0.52982646 0.41416554 0.41167906 0.48015165 0.50257212] [ 0.37478986 0.6713405 0.42489558 0.72942533 0.53259418] [ 0.51897846 0.61337773 0.39414408 0.50758348 0.34723041] Progress: 42.8% ... Training loss: 0.512 ... Validation loss: 0.850[ 0.90951718 0.31002345 0.50991834 0.17138236 0.31828565] [ 0.32315441 0.52153719 0.48199581 0.88966434 0.60375861] [ 0.4780686 0.32990603 0.59247434 0.71364195 0.57645955] [ 0.21310653 0.69747577 0.43128313 0.85654969 0.55797475] [ 0.6434482 0.48857989 0.41332632 0.41330226 0.36862553] [ 0.58795655 0.4252622 0.4122015 0.50431969 0.32605252] [ 0.19569657 0.64009732 0.40185915 0.84179659 0.43359107] [ 0.84544226 0.37685116 0.46258987 0.35384411 0.42093629] [ 0.54101528 0.41024906 0.3907252 0.47910448 0.40439789] [ 0.38105343 0.6700011 0.49178481 0.61711375 0.49216178] [ 0.80327082 0.41974247 0.47840304 0.45263124 0.38885258] [ 0.47126498 0.45244981 0.54950468 0.66323299 0.46612337] [ 0.51413974 0.56446256 0.56649173 0.57935857 0.3249926 ] [ 0.73286365 0.45530105 0.504968 0.30558178 0.41395724] [ 0.21169074 0.55888748 0.48382201 0.84428163 0.46611867] [ 0.37700389 0.40782073 0.47352731 0.85977115 0.54055447] [ 0.8258084 0.5419188 0.54779922 0.28775231 0.41346713] [ 0.72615609 0.43400418 0.45355192 0.27790119 0.32884112] [ 0.6745808 0.5111673 0.41483103 0.42818702 0.39215705] [ 0.86947467 0.37161633 0.47770483 0.31652547 0.40147788] [ 0.44147358 0.65667209 0.32927537 0.58999109 0.43817961] [ 0.28127942 0.49754447 0.40146074 0.84830745 0.43961309] [ 0.61278962 0.38163443 0.59291088 0.36565729 0.49375286] [ 0.30377208 0.57360658 0.49529162 0.83985102 0.49195721] [ 0.45797501 0.43532509 0.42940638 0.55640749 0.44860042] [ 0.51659159 0.4501809 0.41550897 0.45964893 0.50176891] [ 0.45545451 0.47334599 0.47475382 0.77041334 0.4662446 ] [ 0.63608858 0.44670522 0.47577611 0.39241463 0.43600561] [ 0.28155588 0.69224911 0.40944751 0.77724779 0.47744205] [ 0.24643961 0.57598761 0.45158337 0.87180913 0.66636264] [ 0.24285741 0.5512013 0.51145464 0.74355744 0.63485697] [ 0.86947467 0.37161633 0.47770483 0.31652547 0.40147788] [ 0.22725534 0.69331728 0.3717252 0.75409346 0.53230077] [ 0.40017389 0.55820414 0.47488212 0.7141346 0.57165316] [ 0.56047597 0.61253747 0.42369138 0.52253845 0.53759272] [ 0.52324099 0.44371284 0.63270193 0.33831465 0.57274578] [ 0.25812007 0.65280807 0.46403137 0.58790947 0.57299006] [ 0.38171417 0.53288127 0.47862547 0.58715999 0.45599542] [ 0.80239881 0.43591932 0.5930087 0.16271161 0.29278672] [ 0.71631697 0.51608543 0.42891022 0.30131743 0.49838392] [ 0.40194068 0.68404135 0.42751834 0.59890433 0.51717616] [ 0.23634383 0.58652218 0.38990481 0.84802816 0.49852499] [ 0.64885645 0.40980722 0.71198014 0.44352631 0.44060952] [ 0.57482897 0.60933429 0.36187743 0.4338957 0.36760403] [ 0.33295126 0.53720732 0.35946281 0.6492692 0.56621391] [ 0.20024573 0.64416175 0.44295338 0.85953977 0.43805693] [ 0.67375911 0.49508221 0.65397547 0.4258717 0.47949305] [ 0.49709304 0.44334951 0.40980403 0.49934033 0.50169911] [ 0.36684743 0.6506313 0.47196254 0.78417381 0.47333636] [ 0.65722619 0.45215422 0.59903277 0.54053441 0.45171628] [ 0.49244845 0.58250579 0.33674248 0.5835546 0.39356914] [ 0.5967595 0.51120993 0.47147183 0.62165903 0.35179081] [ 0.71260116 0.45611524 0.4345867 0.26634917 0.47216384] [ 0.52003225 0.54241391 0.65327121 0.62929064 0.52639601] [ 0.2787239 0.59026512 0.42597551 0.89655953 0.52636233] [ 0.25582318 0.63333748 0.44320069 0.64323392 0.58172011] [ 0.80476017 0.42315775 0.5921474 0.17262646 0.35939635] [ 0.67536605 0.4720167 0.533545 0.50164454 0.43785241] [ 0.57777611 0.55639872 0.49000421 0.56853633 0.37110875] [ 0.74511255 0.45525424 0.48442471 0.38649259 0.31463151] [ 0.47515794 0.47372208 0.50016115 0.69026125 0.41852009] [ 0.58906472 0.41680501 0.52225195 0.56773659 0.58452502] [ 0.12251416 0.68432906 0.42856343 0.91981822 0.49073189] [ 0.62792152 0.40306532 0.37651402 0.50055117 0.51732515] [ 0.65333106 0.43365555 0.38957878 0.3406472 0.4269884 ] [ 0.79638774 0.2927906 0.74356652 0.19699259 0.45832325] [ 0.77923464 0.42064668 0.51276796 0.26233048 0.4451888 ] [ 0.48515971 0.5339024 0.5297402 0.60723338 0.56171692] [ 0.54924703 0.60429611 0.36797275 0.51054058 0.38340291] [ 0.34773396 0.60482317 0.35564053 0.84096075 0.56050203] [ 0.56637198 0.49595461 0.5944065 0.66294792 0.41474042] [ 0.58833827 0.34208052 0.70710297 0.38732041 0.46699328] [ 0.79735462 0.39169497 0.5746413 0.17182918 0.42875375] [ 0.59923044 0.5357213 0.58149209 0.4462161 0.39792756] [ 0.72208763 0.5840347 0.37157667 0.57774451 0.39317486] [ 0.33909487 0.51601979 0.30020342 0.7853199 0.44310171] [ 0.19932446 0.59184327 0.36007422 0.8740066 0.47443166] [ 0.4391807 0.53726838 0.38758725 0.60276491 0.50707964] [ 0.46668074 0.56512185 0.50095311 0.7932697 0.41258162] [ 0.48259182 0.47960925 0.44422219 0.67877314 0.36177696] [ 0.67252045 0.38063596 0.42940874 0.42611005 0.34212438] [ 0.72543338 0.47137015 0.45201312 0.3768581 0.45314484] [ 0.48129754 0.52090577 0.38091509 0.51855535 0.45107044] [ 0.86166737 0.40457487 0.51156458 0.33184437 0.41459526] [ 0.8314921 0.36158688 0.63931727 0.18018938 0.41410989] [ 0.54253436 0.62011071 0.49715706 0.51397768 0.49249252] [ 0.77312358 0.53178575 0.40057968 0.41236011 0.35390389] [ 0.27624409 0.53008985 0.60724137 0.762586 0.60771093] [ 0.81521778 0.49663087 0.43290068 0.25360981 0.27015703] [ 0.45636141 0.58836965 0.46347286 0.5869154 0.51400285] [ 0.27215839 0.45083581 0.42044876 0.74418935 0.51782742] [ 0.41215114 0.64177606 0.5204122 0.7320058 0.58476562] [ 0.7126051 0.58359583 0.38184603 0.54760379 0.50222642] [ 0.71080844 0.5278466 0.47749023 0.33680988 0.33672162] [ 0.39645681 0.70488602 0.29645756 0.76265105 0.35202205] [ 0.63418766 0.41101149 0.58349667 0.44997259 0.44358918] [ 0.59344291 0.45200077 0.55844148 0.60314928 0.31598968] [ 0.46776497 0.48144052 0.70231173 0.68677268 0.53828481] [ 0.66220076 0.35743542 0.58464608 0.42348154 0.42661482] [ 0.59398039 0.39424444 0.54464765 0.37669276 0.3677583 ] [ 0.27599264 0.60417909 0.49495763 0.72896521 0.43436473] [ 0.3768336 0.5240863 0.57077784 0.76028934 0.4022088 ] [ 0.37011204 0.52196794 0.49134735 0.46418442 0.50252434] [ 0.60183311 0.35011331 0.42768287 0.43841035 0.3970272 ] [ 0.52072373 0.47150655 0.51359161 0.57341066 0.4077706 ] [ 0.56273993 0.64867766 0.48430601 0.49125767 0.37667866] [ 0.53914139 0.55917047 0.47109649 0.64876106 0.46254121] [ 0.71875431 0.50215101 0.55899253 0.33790548 0.46851716] [ 0.75403218 0.27637302 0.55920256 0.22689672 0.48538732] [ 0.67701314 0.64133476 0.37902725 0.53731231 0.38321324] [ 0.78640172 0.37394435 0.51547177 0.31986386 0.33422723] [ 0.55692156 0.4342982 0.62916675 0.6179417 0.51024671] [ 0.56977391 0.49385019 0.49521769 0.54275144 0.28976928] [ 0.70774915 0.33318648 0.50303359 0.23433395 0.34428036] [ 0.69599629 0.60171727 0.44403538 0.4016443 0.53841611] [ 0.73153493 0.34781245 0.61462094 0.36119741 0.40866121] [ 0.67516711 0.49637757 0.53732045 0.52938964 0.4000709 ] [ 0.78722462 0.4892351 0.58349839 0.51639325 0.34971892] [ 0.40779362 0.54865007 0.43871471 0.76120359 0.32144652] [ 0.66817789 0.53681385 0.50428862 0.24798378 0.34695698] [ 0.45601362 0.59277016 0.33981319 0.61264364 0.49117006] [ 0.67569285 0.59261138 0.4150948 0.33561355 0.47657647] [ 0.61382716 0.64909584 0.54084763 0.56307069 0.39611535] [ 0.71571518 0.6561636 0.45630716 0.61987944 0.43311733] [ 0.526675 0.60974786 0.53824974 0.42132374 0.50380848] [ 0.58886272 0.43949445 0.55142309 0.33381186 0.49114168] [ 0.62010449 0.54362943 0.48322395 0.6205618 0.44979146] [ 0.37927006 0.57019266 0.40096753 0.8017214 0.34403115] Progress: 42.9% ... Training loss: 0.511 ... Validation loss: 0.848[ 0.55103045 0.52484636 0.49845892 0.5159769 0.43730098] [ 0.85053485 0.31340698 0.60467368 0.13119787 0.33387097] [ 0.33908383 0.6047434 0.42742296 0.51427652 0.56588759] [ 0.68484425 0.41815076 0.5997371 0.24170081 0.55028633] [ 0.29830564 0.61523179 0.44373168 0.84095018 0.39459484] [ 0.56119225 0.67776714 0.33151617 0.62522154 0.4407439 ] [ 0.52329596 0.39056154 0.63831401 0.27393561 0.49002731] [ 0.65996061 0.28501984 0.59930106 0.52631494 0.4024959 ] [ 0.67034331 0.43801484 0.44349883 0.39637446 0.50533635] [ 0.31642105 0.57891381 0.46848272 0.72527847 0.50792982] [ 0.74650669 0.34940828 0.43540225 0.19590589 0.35666576] [ 0.39397622 0.48282437 0.59679913 0.6584725 0.53334366] [ 0.72894208 0.44289752 0.53748047 0.40715984 0.4161497 ] [ 0.81558586 0.43764931 0.47502878 0.40954919 0.43898089] [ 0.49573483 0.44740246 0.47476279 0.32986058 0.53149335] [ 0.5300833 0.57465012 0.41241344 0.49071868 0.45272181] [ 0.46511827 0.65682414 0.44546748 0.59919821 0.3325826 ] [ 0.79050114 0.47889956 0.49060291 0.35148487 0.38633348] [ 0.79372482 0.36460516 0.53241516 0.24916663 0.47249216] [ 0.57861926 0.61437292 0.46295663 0.56980683 0.3813951 ] [ 0.8667386 0.38692767 0.52218299 0.11169869 0.28339308] [ 0.79821876 0.24237206 0.50342654 0.2406694 0.38207601] [ 0.27628657 0.65079179 0.26513869 0.8595089 0.5238356 ] [ 0.71877408 0.64530566 0.4682204 0.48669844 0.55817237] [ 0.45864745 0.44421355 0.37060759 0.69972863 0.34593437] [ 0.12206431 0.68487583 0.42828082 0.91985654 0.49099314] [ 0.50191103 0.57640916 0.5495472 0.81933392 0.49730123] [ 0.47507464 0.42976026 0.44110113 0.79556881 0.40829423] [ 0.66958159 0.63297442 0.38261101 0.58533495 0.41364264] [ 0.61207381 0.55211457 0.45857624 0.48989267 0.57249077] [ 0.36395102 0.69975207 0.25435194 0.77845746 0.57521697] [ 0.61820432 0.55480922 0.44134014 0.49829163 0.55288798] [ 0.75488914 0.5299681 0.34371698 0.38488225 0.44593415] [ 0.52704241 0.42309915 0.62967565 0.50408275 0.38475066] [ 0.58800194 0.4027439 0.44926708 0.66578616 0.3166772 ] [ 0.48925028 0.52765594 0.53042364 0.7483698 0.47558515] [ 0.69221804 0.57361451 0.37328256 0.50620513 0.30890291] [ 0.58478896 0.39787029 0.69122792 0.56060166 0.50418164] [ 0.80969192 0.33863816 0.5391431 0.24249057 0.43140145] [ 0.26894292 0.62897357 0.32056962 0.73682238 0.52004552] [ 0.88025431 0.30714117 0.61739816 0.15523545 0.31581817] [ 0.72471286 0.38442322 0.57265334 0.45788117 0.35898096] [ 0.64240764 0.41017124 0.54402614 0.48762508 0.46595083] [ 0.75367274 0.51587073 0.32790137 0.46068007 0.31650989] [ 0.49736883 0.66587014 0.46631158 0.45972915 0.47516315] [ 0.71184805 0.57098922 0.39997864 0.39576579 0.35949854] [ 0.53701389 0.42721103 0.49190327 0.72507204 0.36387629] [ 0.59578355 0.32766055 0.64555666 0.64173542 0.44890916] [ 0.44422916 0.64455186 0.42100633 0.52910525 0.52754549] [ 0.37672119 0.67817409 0.40593879 0.84122421 0.55891582] [ 0.39323652 0.63155631 0.44325743 0.69341539 0.51658431] [ 0.44757604 0.47395027 0.51982547 0.63573197 0.42090454] [ 0.47896839 0.54319953 0.59129797 0.61064428 0.55901921] [ 0.17031653 0.63930999 0.36449818 0.85658272 0.57489675] [ 0.32123942 0.55464773 0.53030258 0.69896853 0.37825688] [ 0.5970385 0.38370708 0.4902146 0.47866248 0.44575597] [ 0.52978195 0.51403862 0.35053658 0.33308341 0.43561422] [ 0.61642859 0.52810445 0.42119838 0.50297415 0.33477268] [ 0.19637175 0.59551724 0.445753 0.7536429 0.61428081] [ 0.34747332 0.48169401 0.50544167 0.69770836 0.48266924] [ 0.25075877 0.71782719 0.4796115 0.71482586 0.46725124] [ 0.33287244 0.62604939 0.52425651 0.83926794 0.52550139] [ 0.40611081 0.61508079 0.50920193 0.69950034 0.43640975] [ 0.35062478 0.58028159 0.48971759 0.5430072 0.50099722] [ 0.37011747 0.56692235 0.52036095 0.71716312 0.40650795] [ 0.60367076 0.36140649 0.51845646 0.54832384 0.33951965] [ 0.61429274 0.50767133 0.37514517 0.43199379 0.37507081] [ 0.42540417 0.50306119 0.39630054 0.47037631 0.44985836] [ 0.3943386 0.57634688 0.29675097 0.64440552 0.54396821] [ 0.50893365 0.51268551 0.39482173 0.47420185 0.44683981] [ 0.69599499 0.59258361 0.45505955 0.53064371 0.35630305] [ 0.28543623 0.57923244 0.50073463 0.81920624 0.55122606] [ 0.76150748 0.42906674 0.46267625 0.32873389 0.3676175 ] [ 0.53789059 0.44645498 0.54200447 0.44860616 0.63080114] [ 0.45986289 0.48102698 0.59991859 0.48876778 0.55936093] [ 0.63173709 0.5638715 0.35675055 0.54387478 0.41516615] [ 0.45265251 0.50176399 0.40550776 0.39624539 0.48288296] [ 0.46850495 0.68175207 0.4026772 0.71791495 0.53059701] [ 0.32669864 0.51005923 0.58605907 0.72917776 0.44353089] [ 0.85564141 0.44437879 0.58206585 0.12712351 0.42670012] [ 0.38824674 0.68117971 0.45907446 0.7016973 0.52020519] [ 0.70570166 0.41566639 0.48663573 0.34817043 0.49095602] [ 0.27542734 0.60593898 0.31762454 0.92476424 0.46294154] [ 0.26786756 0.53893405 0.49319399 0.74215489 0.67971559] [ 0.48718046 0.55959851 0.43315795 0.39167938 0.36616784] [ 0.55003037 0.47033328 0.54031072 0.37740081 0.34867729] [ 0.39590321 0.70522478 0.29631785 0.76272854 0.35214944] [ 0.48643754 0.48788349 0.42159692 0.54048196 0.43722209] [ 0.67872107 0.47689685 0.5740295 0.64996331 0.44184334] [ 0.47121032 0.56539926 0.52384818 0.80426184 0.55739917] [ 0.23437809 0.59094974 0.39722671 0.86900708 0.54078079] [ 0.59617836 0.41386472 0.41937801 0.54844121 0.37293164] [ 0.49751334 0.3887996 0.45238303 0.61961426 0.60378129] [ 0.44738096 0.52337052 0.48755525 0.46267772 0.51158209] [ 0.6705414 0.60018434 0.42022795 0.40807619 0.55202432] [ 0.2849796 0.54868124 0.47608975 0.69923671 0.40381146] [ 0.73252317 0.480574 0.53470594 0.28717872 0.47903956] [ 0.376122 0.68975451 0.48022092 0.68781219 0.45937841] [ 0.72032656 0.320169 0.45849786 0.39634148 0.40205578] [ 0.61290899 0.35313494 0.4527955 0.61304718 0.39805323] [ 0.22406494 0.55474551 0.50679313 0.75973508 0.68292908] [ 0.22719534 0.69931355 0.33395071 0.72755171 0.56243491] [ 0.4605427 0.64790814 0.30650695 0.44741945 0.48776855] [ 0.46297961 0.46421378 0.55149833 0.46573732 0.69862983] [ 0.62478199 0.44631795 0.48599637 0.64710566 0.3147505 ] [ 0.18062287 0.59482871 0.49775873 0.82156388 0.45944297] [ 0.48804198 0.50291665 0.42999359 0.61769235 0.6052012 ] [ 0.16039141 0.7055511 0.41331528 0.91742292 0.60726735] [ 0.42198042 0.48760723 0.51101686 0.69497843 0.35357476] [ 0.59479988 0.53794844 0.43693554 0.5791569 0.4951236 ] [ 0.42002903 0.55516051 0.48010802 0.73828471 0.4246796 ] [ 0.67039315 0.52539591 0.4926495 0.57696306 0.40835525] [ 0.7884162 0.34907206 0.63772394 0.2310811 0.41848106] [ 0.26951094 0.76546868 0.30498767 0.82179279 0.51457695] [ 0.66188839 0.43926971 0.41543888 0.57486044 0.42813983] [ 0.39198079 0.64185086 0.363769 0.69370109 0.42082291] [ 0.60465497 0.58329228 0.42462138 0.5247224 0.47159681] [ 0.32342633 0.61247603 0.3515347 0.72095177 0.55185167] [ 0.77233746 0.44972865 0.65058544 0.3494825 0.41714978] [ 0.49828778 0.40611667 0.43680946 0.64571319 0.39287879] [ 0.51842875 0.5661768 0.44835947 0.59610223 0.48496993] [ 0.46081709 0.54283752 0.5315988 0.73852471 0.3690153 ] [ 0.33267447 0.46982665 0.50179677 0.7296938 0.46369231] [ 0.66745782 0.37252805 0.36919654 0.19155929 0.39451926] [ 0.64760407 0.61521916 0.52256471 0.49861068 0.4157965 ] [ 0.55573803 0.48253439 0.34976236 0.39470135 0.4427753 ] [ 0.27933118 0.49849079 0.61180741 0.77846869 0.68060981] [ 0.30246886 0.62323281 0.46434305 0.5988315 0.52569989] Progress: 42.9% ... Training loss: 0.511 ... Validation loss: 0.846[ 0.66411162 0.59491716 0.45149158 0.48430148 0.39186712] [ 0.43133585 0.44495794 0.52481969 0.67856468 0.47956007] [ 0.64667613 0.4071945 0.58537298 0.52656769 0.28409535] [ 0.69925752 0.45399027 0.5114257 0.48185915 0.38701567] [ 0.30813471 0.51972911 0.56900884 0.7725748 0.5671449 ] [ 0.7944325 0.53791805 0.47112811 0.29940012 0.35022894] [ 0.30107618 0.72983735 0.40944389 0.79887641 0.51742354] [ 0.77041347 0.47431842 0.47613147 0.29391906 0.44126485] [ 0.42595111 0.42049275 0.50144447 0.65858764 0.39485037] [ 0.4061634 0.66268457 0.48166744 0.50788353 0.51307019] [ 0.66651824 0.58837306 0.33978715 0.42151362 0.35343008] [ 0.32412664 0.48738376 0.52080584 0.52235508 0.47271873] [ 0.88055146 0.33220734 0.53057752 0.13682713 0.39314378] [ 0.32487408 0.63028921 0.37169494 0.64355909 0.46927498] [ 0.57169237 0.30940136 0.520499 0.63353522 0.44341782] [ 0.68159019 0.34063942 0.61572589 0.36474216 0.58535913] [ 0.69628698 0.26440214 0.60823887 0.54870285 0.44337451] [ 0.48118999 0.6804802 0.41129429 0.74346564 0.56028165] [ 0.26425799 0.63069948 0.5018713 0.64689082 0.62074569] [ 0.72175336 0.42485563 0.43388582 0.16665405 0.30363479] [ 0.20024262 0.56060169 0.47546971 0.76928854 0.4750813 ] [ 0.77674842 0.49974202 0.59521655 0.43489886 0.34648945] [ 0.70185194 0.64778853 0.28639317 0.46467961 0.38909532] [ 0.76567714 0.31038812 0.58307144 0.30788154 0.50123926] [ 0.45963178 0.45354321 0.50136454 0.73540375 0.49709792] [ 0.44627316 0.46619545 0.54717066 0.58977855 0.41990537] [ 0.43734248 0.52800722 0.52812767 0.70843116 0.43004354] [ 0.25883819 0.59770744 0.5858406 0.71402576 0.60987037] [ 0.39807054 0.4531155 0.45351437 0.56176287 0.43570695] [ 0.40453843 0.57219933 0.50570955 0.50646246 0.59866686] [ 0.62687494 0.54816104 0.42277202 0.53237598 0.38255354] [ 0.48352238 0.45325512 0.50997054 0.50085414 0.61684414] [ 0.34146273 0.47600601 0.55081797 0.4881735 0.56759397] [ 0.43138002 0.62657695 0.47762095 0.75129284 0.53560509] [ 0.69626461 0.54575936 0.35730121 0.31172511 0.32850829] [ 0.19574244 0.57711329 0.39539005 0.76265925 0.41618042] [ 0.17450745 0.52756239 0.40856675 0.89744957 0.4510219 ] [ 0.64570408 0.44960919 0.55055673 0.30337692 0.52821945] [ 0.36132783 0.46553281 0.5189549 0.60368346 0.57966078] [ 0.23859187 0.58696819 0.47098811 0.77456816 0.57010545] [ 0.67311473 0.39878494 0.35042923 0.27540072 0.31824499] [ 0.7897055 0.49195035 0.5609771 0.23224757 0.46422284] [ 0.72054435 0.50802747 0.5627175 0.36609892 0.4446734 ] [ 0.87574662 0.37716739 0.41668242 0.28186336 0.32642882] [ 0.53336847 0.61902949 0.28018834 0.57867934 0.46284677] [ 0.75476312 0.52969065 0.55968347 0.33579629 0.44882482] [ 0.633362 0.52536156 0.51144549 0.31935954 0.5823805 ] [ 0.19427677 0.59786194 0.49659335 0.86303659 0.60135559] [ 0.79439357 0.39611481 0.36139069 0.2772839 0.33587881] [ 0.6480494 0.54065496 0.47377277 0.50832467 0.55817161] [ 0.55796728 0.45350213 0.30260917 0.53848211 0.48497222] [ 0.78167968 0.37709749 0.44062533 0.37225741 0.41655053] [ 0.75561203 0.39135384 0.56710464 0.30034053 0.36128123] [ 0.21207634 0.50882176 0.55635201 0.88032459 0.62464534] [ 0.25696719 0.78400952 0.32540059 0.85124617 0.40000219] [ 0.42016186 0.57112002 0.33152631 0.7015609 0.45734383] [ 0.58375628 0.52720829 0.51749074 0.57866786 0.36117641] [ 0.27516688 0.73142294 0.32368734 0.78743342 0.60100219] [ 0.79649413 0.5218774 0.54340844 0.48773533 0.38081401] [ 0.3330907 0.50119907 0.51521568 0.55183123 0.66236889] [ 0.46688614 0.59285931 0.60032308 0.55968532 0.62838082] [ 0.67119606 0.49789145 0.67537522 0.40781021 0.41009484] [ 0.61814321 0.55608768 0.47190217 0.48979639 0.5722583 ] [ 0.37850679 0.47739076 0.49563493 0.57383998 0.6028716 ] [ 0.65773392 0.48514063 0.41692736 0.26172327 0.40872138] [ 0.8194094 0.43500509 0.48082884 0.22399179 0.42843132] [ 0.72024863 0.52224949 0.40093026 0.35813085 0.36905526] [ 0.75521763 0.53729684 0.38099327 0.33623992 0.25165062] [ 0.6459105 0.47994066 0.60084049 0.32871609 0.39553163] [ 0.75894189 0.4136308 0.34566375 0.28753126 0.3729176 ] [ 0.38235791 0.66041143 0.46902936 0.63993267 0.41423798] [ 0.40415071 0.57941639 0.43120177 0.5099222 0.51921446] [ 0.78323013 0.55331926 0.27874945 0.4208506 0.3232684 ] [ 0.56344664 0.60791482 0.31051813 0.62089719 0.49183691] [ 0.46529002 0.70757828 0.25694425 0.67946269 0.41899634] [ 0.91228547 0.37150737 0.61909565 0.12481574 0.28273644] [ 0.65542023 0.53560105 0.49622082 0.34980694 0.43594248] [ 0.49413774 0.57100422 0.34313627 0.49004919 0.47448657] [ 0.50825349 0.48224223 0.44331343 0.65658574 0.51805995] [ 0.73551034 0.41681777 0.55972024 0.64889842 0.39386854] [ 0.43109882 0.51914159 0.38728989 0.57391447 0.52660307] [ 0.59997858 0.57922269 0.40006385 0.38633288 0.35711638] [ 0.75739668 0.42575663 0.49998952 0.33690977 0.42301534] [ 0.78858962 0.48209582 0.46252979 0.29590712 0.511638 ] [ 0.40022202 0.51420347 0.49024402 0.59641988 0.5519124 ] [ 0.69237956 0.57354344 0.37331443 0.50604787 0.30888097] [ 0.63458721 0.41427858 0.44764287 0.4271616 0.56804001] [ 0.66547917 0.48316456 0.40757641 0.46979766 0.43788111] [ 0.35184748 0.55148906 0.43077676 0.65675994 0.37844703] [ 0.41974824 0.61395674 0.39310038 0.56435231 0.40134651] [ 0.24555592 0.62148184 0.45516248 0.80963496 0.52184926] [ 0.53862887 0.49428245 0.43975794 0.62148356 0.25943677] [ 0.60214823 0.57831519 0.55469599 0.69382366 0.46634048] [ 0.31188553 0.47635916 0.51979975 0.51995969 0.51863078] [ 0.74603679 0.46453673 0.52152006 0.17229629 0.40798473] [ 0.38474841 0.50872089 0.52325147 0.68684907 0.56895641] [ 0.74214574 0.54918817 0.49020854 0.4011114 0.43869294] [ 0.33048597 0.465025 0.41259579 0.8028707 0.5898215 ] [ 0.74086294 0.52663293 0.54120391 0.26011814 0.40130302] [ 0.65595566 0.43253289 0.35995398 0.57920557 0.41798919] [ 0.44396364 0.50127912 0.59548726 0.75684771 0.56062957] [ 0.7533219 0.53806267 0.37180595 0.42070159 0.45300476] [ 0.4667686 0.66400058 0.56267715 0.53578915 0.4412789 ] [ 0.34870642 0.58341505 0.33390844 0.5164364 0.39392808] [ 0.63709119 0.67853598 0.44283664 0.63880995 0.48778533] [ 0.70619015 0.48955642 0.50119794 0.3010498 0.45011429] [ 0.38443652 0.47880422 0.46385761 0.75755072 0.4244236 ] [ 0.60916534 0.45254464 0.49535715 0.38849687 0.39177129] [ 0.21200524 0.47015683 0.37081699 0.83320069 0.5010444 ] [ 0.51566583 0.58823635 0.46481643 0.70500917 0.49318239] [ 0.19131335 0.67145494 0.28786835 0.71477625 0.52012401] [ 0.28238695 0.57679508 0.51499424 0.77215073 0.60886081] [ 0.53779643 0.56226233 0.43191903 0.44482704 0.52955284] [ 0.50630565 0.43706008 0.55873411 0.27989727 0.5043762 ] [ 0.38900264 0.44651934 0.50195145 0.62587201 0.55212965] [ 0.72488223 0.47944715 0.62639011 0.31110486 0.5796763 ] [ 0.70992012 0.44350353 0.3098451 0.31645235 0.33530617] [ 0.32315946 0.51770834 0.48293235 0.60805745 0.55476846] [ 0.64144639 0.60134023 0.50490481 0.48514993 0.48909903] [ 0.6229148 0.51147963 0.58024159 0.55516318 0.48332608] [ 0.62369974 0.53645061 0.52324728 0.46703035 0.46788211] [ 0.24132609 0.56629304 0.35753635 0.71419466 0.4563699 ] [ 0.87251841 0.31398714 0.60460387 0.17413458 0.38005718] [ 0.37685732 0.67828133 0.40589759 0.84101277 0.55899089] [ 0.73336372 0.58483135 0.50322261 0.39247895 0.45637556] [ 0.71343967 0.51506268 0.59253585 0.42562919 0.45355983] [ 0.35418336 0.62228517 0.52645931 0.73917832 0.48919485] [ 0.26485455 0.60906908 0.45724301 0.69445832 0.46267637] Progress: 43.0% ... Training loss: 0.511 ... Validation loss: 0.846[ 0.43756745 0.52793112 0.46015523 0.58427429 0.49457911] [ 0.55001135 0.42071885 0.62374164 0.67208033 0.43323754] [ 0.58616191 0.37097505 0.59752743 0.53594618 0.37675502] [ 0.53299875 0.40298778 0.47898452 0.37159773 0.52484377] [ 0.46438725 0.59724371 0.49422634 0.54296207 0.53997585] [ 0.79847752 0.47604923 0.57846913 0.22782406 0.48646097] [ 0.61661864 0.56034494 0.45079738 0.29201038 0.44085842] [ 0.23784952 0.45818793 0.50673706 0.83816493 0.67011123] [ 0.81476602 0.46828935 0.53495231 0.22007583 0.41415879] [ 0.43309753 0.55890852 0.51097091 0.58973949 0.44275872] [ 0.29454152 0.6411528 0.45642538 0.61469899 0.43358873] [ 0.84375221 0.36303025 0.53619898 0.15335873 0.40144692] [ 0.53875076 0.39917965 0.48889465 0.68193004 0.41860631] [ 0.20093661 0.59601445 0.41202355 0.85149145 0.47339515] [ 0.48135969 0.48289419 0.49138134 0.51601576 0.6170458 ] [ 0.30685185 0.45600724 0.56184747 0.76836214 0.52639675] [ 0.28686082 0.61115672 0.42127799 0.84914402 0.65837888] [ 0.3818602 0.61202179 0.62879649 0.6366236 0.45009377] [ 0.49398755 0.57780969 0.5493176 0.553466 0.52835669] [ 0.25059612 0.71923629 0.24163084 0.83273771 0.45560358] [ 0.73540158 0.34292495 0.6419319 0.26226557 0.3898954 ] [ 0.32719499 0.65412011 0.40320691 0.6930631 0.51435555] [ 0.45157316 0.43076522 0.64268732 0.57957742 0.4665038 ] [ 0.6846286 0.51764692 0.48388286 0.41116223 0.48793294] [ 0.1684473 0.58503754 0.54508939 0.67672473 0.65146151] [ 0.63436335 0.43862919 0.55324784 0.42637387 0.36527652] [ 0.5469235 0.63379848 0.63518158 0.61210984 0.5517131 ] [ 0.88599576 0.39184305 0.57559021 0.19698245 0.29192479] [ 0.29020674 0.55647374 0.54980861 0.80841911 0.57898041] [ 0.51313252 0.6395894 0.49605649 0.5783771 0.36355137] [ 0.3753437 0.44396116 0.42199964 0.68209621 0.41172104] [ 0.66969218 0.52848253 0.55762683 0.53780339 0.37243336] [ 0.27088393 0.63992513 0.4975487 0.61026694 0.49124088] [ 0.74425458 0.45630626 0.51168903 0.33974573 0.44355575] [ 0.83502752 0.38996 0.62852752 0.19595416 0.36537179] [ 0.53874147 0.50994384 0.46073479 0.51149379 0.40142414] [ 0.5100651 0.51175051 0.48347005 0.35112 0.59018984] [ 0.50709032 0.39994107 0.55931226 0.36454688 0.47433537] [ 0.22870415 0.5202807 0.5289902 0.59723791 0.62601435] [ 0.33153017 0.66780131 0.4436489 0.71700854 0.37891218] [ 0.52162973 0.47098645 0.57214005 0.51306013 0.44616056] [ 0.84260588 0.44780218 0.56029647 0.22438434 0.38430123] [ 0.5102049 0.45788189 0.56676216 0.56663173 0.42190357] [ 0.50972238 0.54577005 0.48257276 0.44369008 0.68599611] [ 0.38848417 0.58672239 0.47718132 0.73303621 0.47957191] [ 0.22141799 0.54563221 0.5279447 0.70543807 0.65898889] [ 0.26937173 0.62257563 0.52129543 0.86757308 0.60598053] [ 0.14819067 0.63836366 0.46924289 0.81068006 0.57604152] [ 0.50025203 0.6732685 0.46849801 0.68208667 0.52513787] [ 0.57540301 0.43929401 0.49349527 0.44070236 0.59895269] [ 0.61913167 0.55375222 0.44413172 0.40209896 0.50091974] [ 0.19008784 0.58886656 0.40851185 0.8608378 0.56584794] [ 0.23276863 0.62419252 0.30423849 0.90135803 0.46622858] [ 0.79524905 0.42949311 0.62233125 0.18025184 0.4592912 ] [ 0.60148863 0.46131261 0.51626329 0.55678822 0.44205071] [ 0.32946991 0.54549013 0.49460039 0.84738494 0.55184273] [ 0.66139206 0.49664879 0.54824576 0.50176988 0.37512985] [ 0.32043583 0.59288907 0.50370637 0.60899755 0.48782309] [ 0.61069886 0.46219183 0.50198695 0.40822834 0.37082194] [ 0.57383959 0.45155576 0.43413015 0.53284614 0.3710302 ] [ 0.38783925 0.55875973 0.4253358 0.75067375 0.63781323] [ 0.26108199 0.64328167 0.5288109 0.81716076 0.58423455] [ 0.17366322 0.61796464 0.39906036 0.83520943 0.4294193 ] [ 0.47590559 0.55361869 0.48243037 0.58228045 0.40365641] [ 0.88398398 0.47948288 0.51086967 0.35466958 0.28021182] [ 0.53955422 0.62970628 0.48231787 0.65910716 0.42818514] [ 0.66634335 0.399051 0.50462241 0.63861026 0.29021707] [ 0.53623256 0.63156578 0.44079187 0.55589433 0.45045793] [ 0.17780953 0.77826881 0.38027337 0.79739045 0.49803789] [ 0.89531888 0.38350138 0.46108509 0.16327337 0.26089119] [ 0.65007827 0.40589968 0.66541167 0.72166171 0.32699464] [ 0.39023551 0.51228518 0.43292006 0.60343707 0.38599156] [ 0.8047805 0.40811603 0.49954552 0.12340574 0.31609402] [ 0.25686287 0.4975241 0.34355071 0.67330504 0.5771279 ] [ 0.50622213 0.67186294 0.34929979 0.52238406 0.39261185] [ 0.28244366 0.65077182 0.41833994 0.66135666 0.51438829] [ 0.35097954 0.53434253 0.48677331 0.67999752 0.40411852] [ 0.87492335 0.35602713 0.61550405 0.19443056 0.38213423] [ 0.19837833 0.49967383 0.43680557 0.83012438 0.50377317] [ 0.75686997 0.40504204 0.58443212 0.21668915 0.4565919 ] [ 0.8401198 0.40394902 0.4126364 0.33805075 0.29758443] [ 0.20929011 0.6192043 0.37310984 0.87275543 0.59630986] [ 0.6793964 0.69063955 0.50016757 0.62146885 0.52232347] [ 0.6746266 0.34198518 0.39304192 0.43045519 0.56251096] [ 0.54946392 0.46053266 0.49466873 0.27686916 0.41631934] [ 0.66728849 0.60681457 0.34348507 0.44278258 0.38106241] [ 0.80594083 0.52017917 0.59432555 0.20319805 0.50253227] [ 0.34481702 0.55884053 0.54070151 0.77335121 0.45184301] [ 0.8663354 0.36425923 0.5737648 0.18553018 0.37156046] [ 0.66770547 0.50556107 0.51674886 0.72732578 0.41704271] [ 0.4710615 0.54335669 0.48008574 0.543996 0.41268309] [ 0.60420984 0.53986621 0.54506582 0.41691913 0.40671015] [ 0.8036511 0.42404461 0.59178486 0.17328456 0.35967133] [ 0.32285575 0.44266084 0.4370751 0.83818347 0.54111375] [ 0.86393372 0.28920666 0.67138398 0.20331453 0.38510806] [ 0.41925013 0.53161837 0.5121465 0.46550885 0.43757361] [ 0.71421585 0.33658464 0.38855876 0.4022804 0.37316211] [ 0.24096651 0.5490905 0.52449521 0.79685428 0.40063266] [ 0.19743203 0.56839891 0.55287111 0.84280064 0.5738084 ] [ 0.68964483 0.57782986 0.41942201 0.56590192 0.46456959] [ 0.2852664 0.74020204 0.29641927 0.75800843 0.58132557] [ 0.61484705 0.45306492 0.50990459 0.39863805 0.41416897] [ 0.69489659 0.48599854 0.50111604 0.35681847 0.3577251 ] [ 0.2320758 0.66127759 0.36969155 0.58649157 0.68602674] [ 0.4680143 0.59135278 0.44630173 0.6743013 0.62464348] [ 0.47280458 0.45139751 0.68663877 0.60809105 0.35345078] [ 0.44197905 0.44152568 0.40832328 0.49011278 0.6923119 ] [ 0.45827836 0.52156903 0.53861397 0.57159035 0.5721654 ] [ 0.33671104 0.70149952 0.52783088 0.70647176 0.53723857] [ 0.74262377 0.51018391 0.38847184 0.41020722 0.45144774] [ 0.24706383 0.54986679 0.34370539 0.88610093 0.59679871] [ 0.62233942 0.5123815 0.46131205 0.62037511 0.35332605] [ 0.33452294 0.58053869 0.47724163 0.73345623 0.54429988] [ 0.49991134 0.53146318 0.44605684 0.65915357 0.37135218] [ 0.62288875 0.50498074 0.53272648 0.49231136 0.49015739] [ 0.58379356 0.42079146 0.58109052 0.43285241 0.45349763] [ 0.53127472 0.53030873 0.44983555 0.81208374 0.35038304] [ 0.33452294 0.58053869 0.47724163 0.73345623 0.54429988] [ 0.62264834 0.50146774 0.59880533 0.35003133 0.5659645 ] [ 0.51101777 0.51937635 0.46073014 0.5975091 0.36930369] [ 0.31409744 0.57879115 0.55603492 0.77378374 0.64172619] [ 0.51342783 0.50230989 0.57168551 0.36316502 0.42242809] [ 0.26803971 0.54785861 0.49150068 0.8032584 0.6278509 ] [ 0.2714477 0.62910222 0.43899842 0.6891604 0.41926519] [ 0.29536208 0.56203312 0.48987477 0.86374538 0.49778809] [ 0.26166105 0.54496526 0.45057659 0.74190026 0.44578752] [ 0.60794675 0.45900837 0.40828814 0.61054567 0.40179844] [ 0.76765995 0.47886136 0.48960016 0.32789186 0.34376982] Progress: 43.0% ... Training loss: 0.511 ... Validation loss: 0.849[ 0.50592021 0.59406595 0.5446506 0.69845626 0.4297839 ] [ 0.6150998 0.44068811 0.41767926 0.67697278 0.34903617] [ 0.23711166 0.46062853 0.40491662 0.85421882 0.52928666] [ 0.54185112 0.57591221 0.50950283 0.48368585 0.64653819] [ 0.78419522 0.43081726 0.56974101 0.23817837 0.51335961] [ 0.31657616 0.50211446 0.35705416 0.565711 0.52697964] [ 0.60268568 0.42205679 0.47483396 0.31775123 0.41705398] [ 0.82257606 0.42136797 0.42846913 0.24995214 0.39827579] [ 0.45447385 0.50112716 0.57843416 0.67309385 0.49743975] [ 0.73010312 0.35812276 0.6268879 0.52625226 0.42859681] [ 0.11634173 0.44353846 0.50998231 0.88025259 0.62932649] [ 0.60267391 0.56138584 0.4753309 0.75061997 0.34521062] [ 0.71123922 0.52944609 0.35182605 0.36067668 0.36297501] [ 0.66488502 0.42398334 0.5201096 0.71673022 0.42913772] [ 0.83146715 0.43296988 0.52371023 0.26989856 0.33182642] [ 0.65128163 0.47901162 0.560906 0.56861911 0.36069924] [ 0.36218457 0.50562186 0.46639562 0.61254278 0.53495595] [ 0.38479925 0.47211488 0.58505577 0.82252489 0.50582171] [ 0.41060667 0.54295904 0.53950985 0.3502164 0.38751884] [ 0.81694195 0.34864233 0.57013385 0.14618755 0.45936375] [ 0.79026386 0.38428885 0.51232329 0.24874599 0.38990962] [ 0.56028208 0.37325403 0.53366446 0.50669679 0.37357365] [ 0.67712908 0.3592155 0.54983814 0.29718282 0.40562514] [ 0.68035037 0.40795715 0.58073496 0.26544061 0.34379747] [ 0.78535729 0.40991979 0.60540924 0.28273033 0.42562625] [ 0.40511948 0.6749956 0.49120087 0.63862257 0.37577948] [ 0.67876299 0.41870208 0.42788036 0.42629607 0.36076423] [ 0.31845872 0.6464014 0.43574401 0.79891607 0.56951363] [ 0.31412948 0.39894903 0.52395031 0.87565192 0.6107429 ] [ 0.192023 0.60066411 0.44573967 0.82775114 0.57210395] [ 0.81059519 0.54424551 0.39455578 0.44737393 0.47340745] [ 0.59918723 0.42610747 0.52488096 0.50637375 0.44333673] [ 0.4265012 0.45334721 0.53119524 0.52598062 0.64399269] [ 0.68045453 0.3518619 0.49790957 0.58219031 0.30457166] [ 0.62423698 0.51085879 0.58048712 0.55427934 0.48312543] [ 0.73662361 0.4639589 0.58034715 0.47459169 0.419934 ] [ 0.51918807 0.51108196 0.4823392 0.44314914 0.40492598] [ 0.39303181 0.42273102 0.44341105 0.5960579 0.4678165 ] [ 0.6891363 0.44948233 0.47166013 0.35387737 0.39261908] [ 0.36348099 0.58088352 0.351569 0.63858527 0.49780295] [ 0.67484583 0.49157354 0.62480279 0.35622465 0.43903761] [ 0.55402797 0.48474063 0.46614166 0.45645295 0.5041263 ] [ 0.57430968 0.42093577 0.38715896 0.37356527 0.40387505] [ 0.5741528 0.49513103 0.43279763 0.55559526 0.33964713] [ 0.30892337 0.59008447 0.39938603 0.78542661 0.35253777] [ 0.73374123 0.44115069 0.49563369 0.44358597 0.42217497] [ 0.55785569 0.57737096 0.53444227 0.55045703 0.52481511] [ 0.37060235 0.6318926 0.42451976 0.66033751 0.51542032] [ 0.4366283 0.63132904 0.53620209 0.68213701 0.46899355] [ 0.59915173 0.52409409 0.47981511 0.76584404 0.39134116] [ 0.69125454 0.39588704 0.52239088 0.56122761 0.38700858] [ 0.48275373 0.46852313 0.55592843 0.43529276 0.47299167] [ 0.34860988 0.57234386 0.60095899 0.83312206 0.48375945] [ 0.8051509 0.50891465 0.64553095 0.14283095 0.46084221] [ 0.84437073 0.34859181 0.52523945 0.26810736 0.41562396] [ 0.29948141 0.58130925 0.49496552 0.86876333 0.53402194] [ 0.50718356 0.55398482 0.39525922 0.65922424 0.36732834] [ 0.577325 0.45893243 0.4912174 0.41025346 0.45625525] [ 0.70800915 0.43904784 0.41201876 0.33734636 0.42148771] [ 0.75315203 0.40190882 0.56088612 0.27658853 0.41324361] [ 0.38099445 0.5313177 0.45841227 0.69597702 0.60384503] [ 0.48723494 0.52086588 0.56066335 0.64489994 0.4342641 ] [ 0.58163672 0.50662892 0.49331751 0.51398403 0.43220466] [ 0.53623336 0.45111464 0.59592745 0.37374268 0.48795192] [ 0.57890618 0.48229783 0.47139528 0.6274827 0.50060428] [ 0.71345609 0.52097803 0.46714606 0.35667304 0.52241415] [ 0.5619222 0.32110273 0.67671101 0.60203917 0.47986915] [ 0.80505095 0.36205585 0.48566601 0.13683085 0.42100416] [ 0.3694206 0.62646202 0.46492587 0.66587649 0.51509895] [ 0.82335628 0.42992483 0.47627902 0.28033736 0.23952875] [ 0.69971297 0.38064196 0.55566481 0.22493275 0.39278988] [ 0.64819609 0.40651593 0.5856595 0.52558454 0.28388626] [ 0.57296079 0.45164938 0.52129952 0.68096362 0.36188222] [ 0.65644083 0.39109343 0.42977158 0.63745448 0.29796605] [ 0.28414063 0.46127969 0.44843315 0.7717623 0.54847797] [ 0.26851108 0.51025866 0.39195737 0.51594221 0.69717464] [ 0.63528715 0.36708791 0.58602851 0.50878303 0.45419899] [ 0.75130598 0.35394595 0.59628118 0.23193272 0.41977311] [ 0.80185595 0.40876291 0.53415164 0.37531255 0.3130438 ] [ 0.65547529 0.45693764 0.44011651 0.39906513 0.37984642] [ 0.59203908 0.3968362 0.56263195 0.37711352 0.49237144] [ 0.76469481 0.42269592 0.38431791 0.30520927 0.43015083] [ 0.57742096 0.63101086 0.24812723 0.58034311 0.37946604] [ 0.45688892 0.56273371 0.44667087 0.67831441 0.50832349] [ 0.49322518 0.41697442 0.57179973 0.51475211 0.36006963] [ 0.34297237 0.59591542 0.50901713 0.66619645 0.70093184] [ 0.50075819 0.49441763 0.60367273 0.59767437 0.60348304] [ 0.48871067 0.60762906 0.52915244 0.3592022 0.51903598] [ 0.62078684 0.55888947 0.45925011 0.56510572 0.37094658] [ 0.34879911 0.61663557 0.3929231 0.67960301 0.51923347] [ 0.50253372 0.32473976 0.67915272 0.63439458 0.49239144] [ 0.47268245 0.70558999 0.29961779 0.61270598 0.33138768] [ 0.72128307 0.55363524 0.4612559 0.46835793 0.46966838] [ 0.34800276 0.63009651 0.40754728 0.72732121 0.44556151] [ 0.80121092 0.5099361 0.61131251 0.4277945 0.29724453] [ 0.48586409 0.4802839 0.50724842 0.66218317 0.34645899] [ 0.727968 0.35763027 0.48016694 0.4255872 0.44294642] [ 0.64713978 0.5563378 0.54391205 0.49389424 0.53498324] [ 0.6076514 0.43402478 0.51005504 0.61962657 0.32923398] [ 0.42708555 0.35964441 0.53634669 0.5720007 0.46435608] [ 0.50998951 0.43707572 0.50878133 0.71777629 0.36360758] [ 0.61389616 0.42538997 0.45300203 0.43277372 0.45936577] [ 0.45495932 0.55296938 0.36175875 0.54697499 0.51583343] [ 0.53324366 0.51624767 0.38173277 0.42528301 0.38422425] [ 0.74955396 0.35036725 0.4913504 0.41488373 0.35727795] [ 0.39552694 0.42207965 0.49311035 0.69064541 0.42550253] [ 0.60876824 0.55765387 0.40382561 0.48169689 0.45307816] [ 0.57265321 0.48496742 0.48787591 0.56988381 0.28577067] [ 0.6396382 0.57718768 0.36344168 0.41747799 0.47188954] [ 0.66378856 0.44975227 0.5832294 0.67104749 0.43292175] [ 0.16219754 0.61436159 0.36677806 0.84928008 0.55528739] [ 0.70710171 0.37607391 0.61670514 0.38112362 0.44785858] [ 0.71253068 0.42000612 0.52995308 0.6512588 0.37560031] [ 0.24290841 0.62865435 0.35811201 0.58921566 0.50943107] [ 0.56935432 0.4689043 0.47410907 0.42229947 0.55977429] [ 0.56885508 0.4138677 0.62122692 0.68405348 0.42909725] [ 0.28874658 0.58513743 0.35849758 0.72243986 0.4265477 ] [ 0.61458824 0.49616539 0.46257324 0.41496181 0.49220514] [ 0.67035537 0.34249261 0.46063077 0.73981344 0.43551934] [ 0.7342087 0.37190169 0.51757134 0.42508428 0.39232108] [ 0.40393925 0.45015903 0.50266102 0.68324716 0.42908292] [ 0.2386823 0.64807559 0.43896569 0.71531365 0.4250737 ] [ 0.64350769 0.5856738 0.49583173 0.53024315 0.33913311] [ 0.51050462 0.62775669 0.4496174 0.57396314 0.61579145] [ 0.62862745 0.51783952 0.4503582 0.36338325 0.32352599] [ 0.67923396 0.47486638 0.48169789 0.3508512 0.48499582] [ 0.4148565 0.62762639 0.47962416 0.64154451 0.59717589] [ 0.57095386 0.43889797 0.58857486 0.28646538 0.50640097] Progress: 43.0% ... Training loss: 0.510 ... Validation loss: 0.849[ 0.40852893 0.40843602 0.42512547 0.62363281 0.46185053] [ 0.4993931 0.49871794 0.57971133 0.73930372 0.53820774] [ 0.54474092 0.48660788 0.57236135 0.60357237 0.48506623] [ 0.29513081 0.58264942 0.42393144 0.7095404 0.4548056 ] [ 0.73299707 0.42289451 0.41657515 0.3771521 0.4605315 ] [ 0.45186126 0.59317985 0.48464134 0.71324565 0.57055835] [ 0.51910321 0.64588431 0.44742445 0.53249646 0.28815785] [ 0.22244485 0.51019952 0.49204518 0.83779142 0.54879169] [ 0.35270301 0.56856536 0.32807577 0.80402356 0.33366926] [ 0.58979369 0.49149534 0.39203205 0.49137691 0.4595125 ] [ 0.38738729 0.4383624 0.4921907 0.38974688 0.43272971] [ 0.3644508 0.48656661 0.59546725 0.63536616 0.54419893] [ 0.49297826 0.49071234 0.39705311 0.58549251 0.40548114] [ 0.64786568 0.39417546 0.65131078 0.51479939 0.50352725] [ 0.33931278 0.73251096 0.33801853 0.81909099 0.53815878] [ 0.59947003 0.60402766 0.3424012 0.53729817 0.34691459] [ 0.83482399 0.39018783 0.62842735 0.19607036 0.36544439] [ 0.60234542 0.42723064 0.43470153 0.60387672 0.539573 ] [ 0.81304973 0.39222172 0.5725154 0.14016906 0.32901381] [ 0.4303966 0.56776786 0.46895199 0.83498986 0.52000049] [ 0.58166279 0.48244504 0.60332255 0.26309167 0.37701192] [ 0.23439219 0.43579134 0.40746507 0.76846184 0.53049341] [ 0.49812218 0.66559762 0.46642562 0.45923532 0.47506164] [ 0.28639045 0.56696983 0.39420278 0.66871142 0.59648664] [ 0.21446669 0.58642959 0.40213076 0.86488209 0.54209555] [ 0.77175833 0.57512788 0.41387071 0.30940896 0.50462055] [ 0.58762942 0.62662937 0.31452266 0.5378427 0.38783219] [ 0.51822429 0.65619554 0.33557368 0.52653508 0.38226013] [ 0.45879588 0.53757236 0.48090601 0.4979783 0.67687241] [ 0.52618808 0.61976357 0.52529054 0.56297827 0.4157856 ] [ 0.31005997 0.56873647 0.49908416 0.76490456 0.56859099] [ 0.63385596 0.48023731 0.54203991 0.54976569 0.4036467 ] [ 0.71806386 0.4091254 0.49883728 0.38239039 0.37663028] [ 0.59251593 0.59288036 0.40280269 0.45531226 0.37177454] [ 0.58759306 0.56735784 0.50695589 0.49289285 0.40078702] [ 0.86939723 0.35316034 0.6124768 0.27431732 0.37780411] [ 0.56767962 0.56120876 0.3438135 0.53513207 0.41375168] [ 0.65372818 0.33772287 0.33896436 0.33074082 0.41594508] [ 0.26135047 0.6709059 0.48105982 0.88180279 0.55456653] [ 0.59388942 0.62195022 0.34845745 0.49471939 0.35870865] [ 0.43942491 0.43117592 0.47044617 0.60582891 0.39385559] [ 0.59771731 0.41337205 0.41957833 0.54730859 0.37278713] [ 0.65269377 0.66133377 0.55522756 0.52819454 0.4648432 ] [ 0.28485254 0.53710242 0.48577232 0.60568857 0.46173548] [ 0.37584184 0.69722862 0.35617665 0.65421341 0.51716919] [ 0.39776946 0.56800333 0.31211869 0.63167853 0.43179518] [ 0.28495077 0.53888351 0.41214135 0.84138725 0.52541211] [ 0.18397267 0.72669965 0.38778032 0.81189291 0.50793766] [ 0.27205447 0.62123463 0.52190124 0.86664532 0.60553902] [ 0.4225682 0.49733473 0.49315897 0.8498808 0.55132988] [ 0.76049886 0.42979836 0.46236335 0.32918321 0.36788141] [ 0.59560461 0.52358049 0.48442317 0.57259693 0.59408054] [ 0.41670944 0.50675951 0.44879035 0.52729427 0.60774318] [ 0.73947738 0.44358367 0.60914023 0.61450131 0.38936563] [ 0.7082198 0.52514724 0.53385084 0.50887074 0.44319649] [ 0.46134339 0.60384002 0.39928988 0.54063284 0.41596607] [ 0.57054245 0.57712566 0.34167224 0.42166857 0.45148225] [ 0.4319949 0.52477871 0.51728105 0.7460643 0.46052336] [ 0.43871534 0.40351829 0.56227715 0.45019268 0.56372267] [ 0.43437228 0.44458369 0.58461304 0.69290303 0.43827702] [ 0.28485254 0.53710242 0.48577232 0.60568857 0.46173548] [ 0.82863099 0.40831298 0.5824445 0.24885038 0.38281466] [ 0.74807804 0.55683062 0.43772917 0.35560331 0.40358649] [ 0.5502644 0.43077176 0.5838675 0.30568006 0.44107622] [ 0.42179292 0.47746869 0.48679871 0.55655296 0.49655397] [ 0.6332871 0.52985121 0.46879449 0.48622981 0.55797045] [ 0.41264017 0.43720625 0.58761155 0.51895565 0.58719189] [ 0.62518241 0.48418661 0.50066898 0.45208403 0.35918049] [ 0.35808318 0.6016488 0.41772133 0.52387795 0.37918482] [ 0.52798119 0.53104619 0.41957043 0.65433517 0.57737927] [ 0.74909894 0.51151041 0.46208439 0.49160076 0.41724123] [ 0.67824738 0.51219475 0.41260103 0.41155843 0.3577796 ] [ 0.69534103 0.47100297 0.55150264 0.48768633 0.35727625] [ 0.62823511 0.5169251 0.44396999 0.39844687 0.46219402] [ 0.55864188 0.44378959 0.50442267 0.38770646 0.40892173] [ 0.52077868 0.5713153 0.44621313 0.36855977 0.48529574] [ 0.30793223 0.61701895 0.52350109 0.74432093 0.50811979] [ 0.69906444 0.44932214 0.59968639 0.43719042 0.45139909] [ 0.54666933 0.56253613 0.39743552 0.24289351 0.37434933] [ 0.46794654 0.42754295 0.47376412 0.70794087 0.40927296] [ 0.25968934 0.48606202 0.47602001 0.88842017 0.51566156] [ 0.41233408 0.43973661 0.60342881 0.67844353 0.57432734] [ 0.43763427 0.52878867 0.47495476 0.52418495 0.60807672] [ 0.41062578 0.46802658 0.56652767 0.79617508 0.49843428] [ 0.46961217 0.55619772 0.42498251 0.53148657 0.4801227 ] [ 0.70599778 0.52297139 0.36234934 0.52809319 0.4426032 ] [ 0.53177696 0.4863881 0.49592424 0.5723378 0.61799713] [ 0.60356077 0.49778874 0.4661902 0.42111423 0.42189559] [ 0.35278342 0.54243005 0.57309834 0.82316749 0.62567337] [ 0.34149233 0.56979014 0.52989916 0.81653945 0.6297389 ] [ 0.64966791 0.40594816 0.58590343 0.52456839 0.28371371] [ 0.55381007 0.48114571 0.45826792 0.40566268 0.3645808 ] [ 0.33959117 0.44562265 0.61191112 0.78275506 0.56798162] [ 0.21142214 0.67157887 0.46529477 0.75031685 0.61271187] [ 0.61358466 0.57758292 0.47778567 0.30216147 0.50093853] [ 0.49812218 0.66559762 0.46642562 0.45923532 0.47506164] [ 0.64936639 0.4181842 0.51668599 0.33168387 0.42972985] [ 0.57254912 0.59464402 0.52934353 0.39148019 0.53087139] [ 0.69215699 0.48718705 0.56946044 0.47644282 0.44215687] [ 0.66411063 0.52401576 0.46386633 0.4542261 0.42935529] [ 0.76455792 0.52716904 0.49534977 0.44088063 0.46629966] [ 0.30088619 0.60929641 0.33336059 0.84036174 0.41833525] [ 0.65772024 0.59037783 0.55104721 0.62185943 0.45280296] [ 0.53561914 0.37242735 0.48868814 0.62906121 0.48498982] [ 0.86169667 0.39408782 0.58511151 0.26065262 0.3986346 ] [ 0.46159394 0.49352173 0.52609982 0.64197714 0.41556962] [ 0.86384691 0.26606238 0.50941345 0.23456912 0.37121316] [ 0.59324503 0.35236478 0.37364221 0.32515405 0.35847478] [ 0.55993479 0.41659843 0.57435405 0.38019259 0.52486049] [ 0.69184051 0.47668914 0.37707751 0.26864307 0.293165 ] [ 0.61870735 0.57119233 0.42978368 0.55322573 0.3682943 ] [ 0.64912895 0.47580716 0.53773521 0.4276927 0.40973589] [ 0.8421767 0.44728835 0.36976802 0.2033074 0.31845658] [ 0.54255776 0.5739438 0.36734552 0.38980827 0.32421646] [ 0.52993047 0.50727383 0.50303203 0.60578496 0.31740656] [ 0.45031072 0.59048653 0.52553831 0.65080101 0.43003987] [ 0.56903988 0.3428737 0.4124183 0.53660196 0.45176171] [ 0.62876215 0.55240515 0.6247352 0.50108515 0.44930011] [ 0.71768723 0.36113595 0.48750069 0.31792216 0.32873167] [ 0.43116196 0.42047949 0.41150529 0.7701395 0.51518459] [ 0.22708555 0.63036163 0.38805075 0.86922266 0.41905088] [ 0.7922727 0.47885851 0.44566998 0.44218781 0.36385407] [ 0.57771355 0.49178509 0.50884549 0.45223294 0.42399185] [ 0.34399049 0.51536105 0.66684694 0.75545817 0.50123321] [ 0.378242 0.64949707 0.41191723 0.54731257 0.47516951] [ 0.27135624 0.63890715 0.27778784 0.65461877 0.476572 ] [ 0.69276299 0.50276193 0.55528326 0.4585062 0.45868637] [ 0.55903727 0.46443073 0.52372154 0.77840792 0.46498288] Progress: 43.1% ... Training loss: 0.510 ... Validation loss: 0.847[ 0.47682613 0.47144093 0.57763414 0.52001156 0.53233523] [ 0.48586786 0.64947246 0.39797729 0.66693009 0.52547948] [ 0.80317012 0.47713793 0.49964617 0.24573552 0.43476679] [ 0.36155079 0.7478421 0.26198079 0.75044798 0.53751898] [ 0.21852265 0.56716315 0.39599195 0.76163431 0.57594649] [ 0.76467965 0.33555177 0.40241069 0.32576402 0.45024079] [ 0.31704649 0.54375348 0.60597529 0.79308829 0.45385693] [ 0.56603801 0.68507838 0.42282588 0.60539329 0.48274165] [ 0.68939972 0.41977617 0.61952248 0.32231413 0.45691093] [ 0.66605134 0.39048936 0.52461964 0.20459597 0.49399007] [ 0.77004911 0.48775569 0.50406285 0.24123855 0.39095198] [ 0.41444578 0.64111548 0.52069406 0.73043646 0.58460725] [ 0.36252503 0.54527468 0.48568244 0.75987684 0.48981412] [ 0.34948978 0.61646463 0.54233377 0.67871667 0.53796923] [ 0.19552453 0.67395964 0.3256595 0.81541752 0.52953256] [ 0.75457645 0.43058283 0.62846948 0.37093571 0.42533808] [ 0.55318691 0.40788357 0.5038729 0.53417895 0.53423849] [ 0.29700434 0.62139693 0.4753744 0.6467074 0.56093484] [ 0.37357138 0.43857718 0.53603595 0.48071997 0.60274877] [ 0.66595313 0.45679918 0.43203913 0.39520426 0.45115144] [ 0.31435493 0.51358103 0.50721806 0.59813468 0.5258275 ] [ 0.26504528 0.54888956 0.47032698 0.72047788 0.44710278] [ 0.46387574 0.4916558 0.46522278 0.74473707 0.31076869] [ 0.67941341 0.51396171 0.43458399 0.30281052 0.40676464] [ 0.85187641 0.30364005 0.66968415 0.1970849 0.31895283] [ 0.72199659 0.45105679 0.34913333 0.41262684 0.40351392] [ 0.68207045 0.4976082 0.50167994 0.38698049 0.45888076] [ 0.40472394 0.60907286 0.53654437 0.61563776 0.3129644 ] [ 0.76242095 0.50157424 0.44218508 0.2384726 0.49493167] [ 0.85054313 0.47231773 0.54459872 0.25150551 0.37413153] [ 0.51735771 0.52334412 0.47355903 0.4607754 0.4219195 ] [ 0.37545963 0.59728219 0.35921415 0.71571961 0.41131532] [ 0.84062941 0.39667319 0.66912362 0.21339518 0.38934022] [ 0.40222603 0.49839345 0.52547021 0.54427213 0.57320953] [ 0.28202562 0.68192495 0.34698026 0.73764215 0.55591218] [ 0.50669363 0.40805196 0.45865397 0.69627406 0.36823805] [ 0.66954175 0.60089546 0.41991088 0.40835159 0.55236023] [ 0.23073075 0.64079719 0.35591424 0.83177343 0.38302084] [ 0.65711782 0.40494797 0.47061989 0.55284471 0.33004377] [ 0.25717194 0.52438654 0.39496622 0.80325132 0.46890338] [ 0.51466643 0.61707784 0.49700321 0.55615804 0.46477026] [ 0.62483272 0.53698859 0.40607177 0.29338102 0.39514955] [ 0.66859959 0.54251327 0.5171732 0.46213548 0.52584987] [ 0.7400686 0.36526954 0.42388473 0.11070674 0.31357143] [ 0.81566624 0.43765442 0.47501624 0.40943413 0.43897477] [ 0.73122746 0.48144512 0.53432814 0.28792441 0.47935374] [ 0.47535066 0.49905697 0.46364039 0.62654992 0.50814209] [ 0.43403563 0.54970133 0.4563669 0.45197815 0.46509446] [ 0.84389489 0.33268584 0.68121067 0.1633396 0.40434561] [ 0.24350838 0.53737452 0.55033678 0.67581442 0.68897742] [ 0.80302852 0.50824183 0.48469452 0.49393945 0.37205978] [ 0.45836576 0.64674468 0.36380862 0.63577187 0.51339893] [ 0.39611509 0.49968715 0.48247957 0.8912111 0.54693799] [ 0.83932777 0.42506517 0.66047831 0.18380951 0.40598502] [ 0.64083335 0.59546159 0.42015692 0.57155568 0.42364069] [ 0.5680747 0.57116459 0.56997608 0.42243465 0.42863732] [ 0.37791227 0.5238846 0.57084193 0.75928645 0.4022185 ] [ 0.73449268 0.47323735 0.61917433 0.39188098 0.38080046] [ 0.30439548 0.61339036 0.48403353 0.85706311 0.62340663] [ 0.25345041 0.57368193 0.46613261 0.61750728 0.42010773] [ 0.60928826 0.35866745 0.5891627 0.45882678 0.40638079] [ 0.54693799 0.50525182 0.50222616 0.32147724 0.54617751] [ 0.58096464 0.4382099 0.58027275 0.29227229 0.610592 ] [ 0.7280501 0.39205348 0.57588074 0.62317449 0.37822514] [ 0.70871413 0.36878111 0.62388117 0.43010688 0.46137756] [ 0.74492257 0.54289308 0.59812479 0.47810475 0.35352408] [ 0.68702723 0.32160231 0.55512544 0.45188097 0.36213206] [ 0.35100278 0.63751608 0.27235481 0.74347516 0.47416687] [ 0.63288892 0.6109223 0.53915899 0.44337398 0.55942781] [ 0.37120461 0.6669947 0.4767246 0.69660391 0.46591849] [ 0.80174744 0.5723263 0.46004 0.44834213 0.42345619] [ 0.50818781 0.52191064 0.53719792 0.36455456 0.58792926] [ 0.35816346 0.46704112 0.42427051 0.50085958 0.56027804] [ 0.52643661 0.57559226 0.5010931 0.46701998 0.57777103] [ 0.32864585 0.50163207 0.55114099 0.57849355 0.5648354 ] [ 0.64285786 0.60070414 0.50515072 0.48406301 0.4889171 ] [ 0.78669037 0.37579922 0.54384734 0.15158699 0.42971484] [ 0.63541387 0.55769229 0.69201028 0.36859274 0.43329953] [ 0.45346829 0.58472221 0.62374157 0.64564983 0.59006964] [ 0.65800239 0.41667761 0.56984601 0.63793986 0.47621878] [ 0.82325674 0.4063708 0.62216834 0.24761908 0.45041121] [ 0.56219547 0.43790849 0.63733304 0.33683213 0.52684809] [ 0.54243462 0.62034431 0.4432042 0.51492177 0.47689326] [ 0.39016372 0.67333843 0.51280982 0.74187526 0.54164238] [ 0.76401805 0.37081159 0.49841926 0.45135633 0.33656923] [ 0.8192363 0.38594356 0.46410786 0.33352447 0.3671236 ] [ 0.82324872 0.51254383 0.53211691 0.38724467 0.45310869] [ 0.36729514 0.6352785 0.44712577 0.64772473 0.39187258] [ 0.50818642 0.58399671 0.36978394 0.53139624 0.47986194] [ 0.29323081 0.55240123 0.52796599 0.8424479 0.54649304] [ 0.70198084 0.42841315 0.5325282 0.30020841 0.48936278] [ 0.77660635 0.37425932 0.6234804 0.38214394 0.39448601] [ 0.60468983 0.45045579 0.63929799 0.32403577 0.55887027] [ 0.35075762 0.66234082 0.34637826 0.79382616 0.46002515] [ 0.62258493 0.46595804 0.53835833 0.44764459 0.32145497] [ 0.64546557 0.61606892 0.42021176 0.58358925 0.3421332 ] [ 0.61543783 0.30129345 0.47303606 0.55584173 0.30795721] [ 0.6147899 0.44087892 0.41760595 0.67697504 0.34910589] [ 0.44025738 0.5201109 0.45351066 0.85423167 0.51391239] [ 0.69327077 0.35498061 0.51380935 0.29137891 0.46588064] [ 0.3560661 0.71495085 0.46892249 0.82777128 0.60011453] [ 0.60126445 0.50688098 0.51924083 0.56733076 0.45852962] [ 0.60158934 0.48164501 0.50794516 0.46283765 0.43157964] [ 0.14726402 0.5171703 0.34504461 0.89571565 0.54309865] [ 0.72269602 0.57591473 0.46472269 0.29447913 0.36977843] [ 0.65205063 0.47869616 0.56103873 0.56796933 0.36059858] [ 0.60746577 0.50597086 0.42534715 0.57374949 0.35997552] [ 0.71763496 0.42994728 0.40139327 0.29796566 0.34975312] [ 0.45246486 0.43393096 0.47243853 0.61576726 0.39447989] [ 0.55788073 0.4921352 0.2978249 0.48588444 0.48798523] [ 0.72528969 0.49958183 0.53996642 0.37461176 0.41853234] [ 0.65965485 0.34274508 0.65597467 0.38392861 0.35890178] [ 0.37328968 0.59144282 0.33917167 0.69479416 0.31596349] [ 0.46862696 0.49752447 0.54663304 0.57866286 0.44986093] [ 0.65594558 0.48574548 0.49221714 0.46295031 0.46048633] [ 0.27329875 0.55736942 0.41193851 0.74871363 0.37979985] [ 0.55788073 0.4921352 0.2978249 0.48588444 0.48798523] [ 0.41307871 0.68980804 0.45072451 0.70511557 0.61277217] [ 0.87537984 0.36474967 0.42244212 0.25362539 0.38449097] [ 0.72635877 0.60704303 0.56225042 0.40125429 0.46260822] [ 0.7193653 0.40538384 0.43839128 0.65433258 0.28210883] [ 0.5058209 0.67137736 0.45685582 0.50339365 0.531536 ] [ 0.49723495 0.63486649 0.60413132 0.59459969 0.46756605] [ 0.63159094 0.44136026 0.4385015 0.40668825 0.50673264] [ 0.78504822 0.31694251 0.64902532 0.20874132 0.45216822] [ 0.2815259 0.63373467 0.44521073 0.80575864 0.58496396] [ 0.45766078 0.44483899 0.6388032 0.31665934 0.68737446] [ 0.15194068 0.66577992 0.47308599 0.88526825 0.41291319] Progress: 43.1% ... Training loss: 0.510 ... Validation loss: 0.846[ 0.29928933 0.59210913 0.44566749 0.68407894 0.60722293] [ 0.4304124 0.5737895 0.37019766 0.6043578 0.45466977] [ 0.70392909 0.27911356 0.60241053 0.36949523 0.42497076] [ 0.13008399 0.67107748 0.39142858 0.84263435 0.54897734] [ 0.69851793 0.43786296 0.41435205 0.27505289 0.37812664] [ 0.56894128 0.47622456 0.49493986 0.55431396 0.51965902] [ 0.6642754 0.48345161 0.55632356 0.40749399 0.61743202] [ 0.66803657 0.50508781 0.56106797 0.23997937 0.57601636] [ 0.32645801 0.5627225 0.51334468 0.82923663 0.65623387] [ 0.31754166 0.57608864 0.47213968 0.76287594 0.37018957] [ 0.24792724 0.64597506 0.56493499 0.78095546 0.64130098] [ 0.61741874 0.34855621 0.54182978 0.6489962 0.5199034 ] [ 0.68331561 0.50894498 0.3992957 0.30249063 0.27808159] [ 0.23563787 0.59693771 0.34403557 0.71029789 0.43639206] [ 0.40193665 0.54860602 0.42225974 0.60496648 0.46117494] [ 0.28599541 0.67782583 0.36967436 0.63789634 0.4931224 ] [ 0.58423553 0.48137506 0.4039493 0.36265786 0.48998005] [ 0.55563884 0.4104783 0.46895941 0.70591878 0.35609109] [ 0.55626092 0.47414583 0.47000522 0.74710058 0.3794469 ] [ 0.85305713 0.34995104 0.56891456 0.12236623 0.30425065] [ 0.14822548 0.62150152 0.44719157 0.87316551 0.48500468] [ 0.39876342 0.45383002 0.59468832 0.6078679 0.39685367] [ 0.50315834 0.44657668 0.4454598 0.65244505 0.39030708] [ 0.28865237 0.62218527 0.51894737 0.73643443 0.53174186] [ 0.7503459 0.50167594 0.46569831 0.36072255 0.36095872] [ 0.83614074 0.384368 0.56432754 0.21341718 0.42306105] [ 0.51533691 0.50490249 0.5120735 0.74320313 0.41236763] [ 0.16103608 0.58227947 0.39086059 0.87186179 0.48434104] [ 0.22999574 0.77429294 0.38211067 0.77391069 0.60144453] [ 0.7304186 0.48040935 0.38484216 0.4006632 0.34655409] [ 0.65639773 0.407505 0.56233062 0.65997048 0.44062619] [ 0.72160501 0.41984097 0.55608706 0.38689636 0.42793217] [ 0.3134527 0.53292067 0.42100893 0.71405646 0.57626969] [ 0.7853596 0.46909833 0.43548493 0.32620191 0.34211138] [ 0.73134113 0.43504634 0.52581114 0.41301812 0.35708576] [ 0.72172613 0.55017899 0.23400041 0.55163132 0.37059688] [ 0.63081404 0.59247599 0.49846964 0.39777302 0.42892179] [ 0.429929 0.56680804 0.39986651 0.60218845 0.51100493] [ 0.65315389 0.39196725 0.44490674 0.53960206 0.27873908] [ 0.55882182 0.49641493 0.53233655 0.65870124 0.38684879] [ 0.33006836 0.55438102 0.54091046 0.87091725 0.63481797] [ 0.28859874 0.63403407 0.57723204 0.67200551 0.55504808] [ 0.45688308 0.44747396 0.57672187 0.60692328 0.44190048] [ 0.54073266 0.56830482 0.42138265 0.3947014 0.49006692] [ 0.54787484 0.4173929 0.64305942 0.60504971 0.41947563] [ 0.55422414 0.55394129 0.52783367 0.35611549 0.61492797] [ 0.47884877 0.62049569 0.3424409 0.56742356 0.39284512] [ 0.48189116 0.54695514 0.47171135 0.50036136 0.36347878] [ 0.40392108 0.66173884 0.38859076 0.64703624 0.43332677] [ 0.63105812 0.53743748 0.33891518 0.60103096 0.41215011] [ 0.6860088 0.53491124 0.46002637 0.48109135 0.3744114 ] [ 0.43256563 0.64908465 0.51816472 0.63565411 0.47168775] [ 0.24483527 0.69544961 0.35045252 0.81760237 0.54379632] [ 0.29721492 0.73892784 0.38849237 0.82364187 0.39847668] [ 0.37589756 0.5927257 0.37068219 0.85318084 0.37856052] [ 0.74272872 0.54135824 0.39806623 0.62769992 0.38991691] [ 0.18628072 0.62643327 0.43501475 0.89562789 0.53691731] [ 0.6081866 0.57308214 0.41944222 0.54611261 0.34218582] [ 0.29511098 0.70129279 0.36237215 0.6762493 0.48212757] [ 0.63337642 0.42259503 0.43268666 0.45814615 0.37432964] [ 0.45066909 0.50269025 0.48722431 0.77005442 0.47744794] [ 0.45890571 0.532631 0.52374173 0.7681575 0.39625438] [ 0.52143503 0.48843529 0.47126613 0.64853291 0.34164441] [ 0.86527418 0.49181768 0.54833676 0.3487265 0.36000464] [ 0.53880512 0.42123277 0.39972433 0.50504874 0.62150168] [ 0.58109001 0.58088074 0.46218278 0.53733024 0.5554276 ] [ 0.67114519 0.39089631 0.52580267 0.29777109 0.45383048] [ 0.59124241 0.37627931 0.68621085 0.67528257 0.43999199] [ 0.62395013 0.50002849 0.50735131 0.3647658 0.57206613] [ 0.68695962 0.43199672 0.45824109 0.35824992 0.38248078] [ 0.18425508 0.56648879 0.47300724 0.71592251 0.51261217] [ 0.44339899 0.39222004 0.59164262 0.7713666 0.51428833] [ 0.68847916 0.48612797 0.4190406 0.31895022 0.42939004] [ 0.42053995 0.54060809 0.41265056 0.58339302 0.4331876 ] [ 0.79010346 0.38439119 0.51228036 0.2488146 0.38994152] [ 0.51317701 0.46673292 0.51659658 0.5227545 0.44643605] [ 0.53187939 0.60908759 0.47215149 0.47453759 0.50723717] [ 0.82484123 0.53475397 0.41028863 0.37645665 0.26428614] [ 0.56806079 0.37225961 0.44601335 0.63480849 0.41225886] [ 0.6402452 0.43435504 0.53108218 0.46126335 0.47058949] [ 0.73079125 0.41515113 0.59148179 0.3160486 0.43020567] [ 0.26661784 0.56214492 0.37260714 0.75959748 0.53143203] [ 0.54481332 0.51455282 0.44209191 0.49801125 0.45896135] [ 0.76576936 0.32307589 0.58632921 0.22485135 0.43133309] [ 0.46569252 0.65680551 0.44546956 0.59840643 0.3326024 ] [ 0.38078016 0.60038644 0.57345825 0.64904008 0.52540525] [ 0.66946169 0.63316314 0.38252106 0.58486759 0.41378271] [ 0.22661341 0.65195529 0.49151568 0.82008773 0.62359266] [ 0.1937702 0.67946574 0.35345743 0.77833191 0.47447331] [ 0.33202591 0.76436621 0.297825 0.7977018 0.44738049] [ 0.22774356 0.63592013 0.36950063 0.81187955 0.42754102] [ 0.765029 0.39087285 0.38605888 0.25188787 0.31788148] [ 0.55869743 0.35946745 0.51545942 0.65814021 0.34509364] [ 0.4133688 0.58906411 0.51295213 0.58143787 0.43686554] [ 0.63262154 0.33748749 0.55048436 0.40191587 0.43285348] [ 0.7304186 0.48040935 0.38484216 0.4006632 0.34655409] [ 0.65348302 0.52554562 0.45863643 0.54330004 0.5374946 ] [ 0.88976586 0.25541346 0.50395608 0.14652862 0.41261075] [ 0.62700443 0.42548243 0.5408187 0.48214547 0.48697581] [ 0.71918723 0.56671599 0.51154174 0.36266858 0.59410814] [ 0.28536857 0.53542492 0.48705489 0.89392777 0.59945247] [ 0.85057745 0.45917505 0.47654971 0.32538883 0.42018066] [ 0.78391495 0.34856368 0.59163208 0.25672761 0.45478009] [ 0.56080735 0.43009843 0.46056855 0.3878247 0.46549619] [ 0.45611785 0.35156908 0.52951037 0.72913234 0.57865406] [ 0.38174279 0.64867903 0.41615241 0.61517058 0.45311441] [ 0.49175225 0.54116676 0.53544028 0.34458334 0.63468194] [ 0.59792703 0.46627484 0.6045849 0.55871543 0.35248092] [ 0.57632643 0.6189557 0.44005845 0.34013887 0.35374535] [ 0.5555224 0.61316326 0.52666183 0.54210927 0.34104055] [ 0.74112075 0.62393645 0.52380339 0.44361085 0.43606926] [ 0.34409082 0.51523849 0.66688796 0.75528944 0.50120176] [ 0.16945597 0.55930989 0.46869797 0.83385048 0.64664513] [ 0.20587423 0.70974997 0.40105719 0.72760556 0.45731733] [ 0.64480253 0.59124776 0.42022298 0.4256486 0.37334716] [ 0.69449129 0.53523477 0.42463149 0.53375378 0.34604186] [ 0.32335837 0.55386176 0.53063558 0.69740515 0.37804115] [ 0.39290987 0.47211827 0.51517115 0.74746082 0.50584673] [ 0.73937409 0.4487451 0.43165942 0.36923749 0.35013372] [ 0.75927198 0.38328579 0.53058261 0.52157909 0.35921902] [ 0.39128775 0.68392347 0.3225039 0.55738084 0.42478809] [ 0.7292866 0.30420313 0.56920357 0.41273823 0.4891567 ] [ 0.35518038 0.64238201 0.47221678 0.64738594 0.55615337] [ 0.30601236 0.7084908 0.45751614 0.74982404 0.4149745 ] [ 0.73017902 0.37821193 0.43667017 0.15431509 0.3956801 ] [ 0.68296337 0.460735 0.60200724 0.40969531 0.42456114] [ 0.47894654 0.58886157 0.53003134 0.78011179 0.45762635] [ 0.62376777 0.59826251 0.53763879 0.64022994 0.47038929] Progress: 43.2% ... Training loss: 0.509 ... Validation loss: 0.847[ 0.8180207 0.30401489 0.57067146 0.12515827 0.44050165] [ 0.79824367 0.47226587 0.49721585 0.34651853 0.27792708] [ 0.54870551 0.4011559 0.56924941 0.66387493 0.46927516] [ 0.50798399 0.58537518 0.49151064 0.38639081 0.52981441] [ 0.33293218 0.66734063 0.49335524 0.55989098 0.39671211] [ 0.35112778 0.57268367 0.49805671 0.6803327 0.65777008] [ 0.21780312 0.57771979 0.38066743 0.90656956 0.51212801] [ 0.44222712 0.50765151 0.51150667 0.81694327 0.38153784] [ 0.40957396 0.50890354 0.49826618 0.64652832 0.37073167] [ 0.65915934 0.48995422 0.50068212 0.46081577 0.45991465] [ 0.64547773 0.6012719 0.40102302 0.54706772 0.38438706] [ 0.63046503 0.5279978 0.42753467 0.6841427 0.32367092] [ 0.47099671 0.51643742 0.41021605 0.38944206 0.52014253] [ 0.27602464 0.59787267 0.50707826 0.76808035 0.54768713] [ 0.65249397 0.58269582 0.52302259 0.45844358 0.37796755] [ 0.62820051 0.43289803 0.63582996 0.60096116 0.31107869] [ 0.672917 0.39681605 0.57880993 0.58012236 0.42018268] [ 0.38607042 0.6108324 0.56718652 0.72957848 0.65149624] [ 0.76844135 0.49796348 0.56381238 0.24031905 0.45777807] [ 0.26495589 0.66560628 0.41907245 0.8464048 0.63110958] [ 0.54795972 0.33988643 0.40459635 0.72655028 0.37093675] [ 0.68262181 0.57588243 0.45579076 0.43193501 0.55193522] [ 0.26053165 0.53967709 0.40725269 0.85400519 0.54706074] [ 0.30101111 0.66411335 0.49641437 0.51798213 0.65544497] [ 0.22617721 0.65526246 0.3233536 0.8377393 0.43409964] [ 0.39162218 0.41645406 0.55831785 0.63996744 0.47290031] [ 0.7560499 0.48838396 0.50314931 0.26315618 0.36750788] [ 0.28264767 0.63925777 0.54828436 0.66329166 0.64930454] [ 0.39193385 0.50975681 0.42272846 0.44622182 0.59063498] [ 0.30547766 0.60331235 0.5882062 0.77452273 0.62324903] [ 0.58087575 0.58101315 0.46211699 0.53745696 0.55548718] [ 0.60906449 0.60650078 0.41407282 0.48486229 0.40798998] [ 0.48656746 0.53761421 0.60420987 0.5067265 0.41553891] [ 0.27958081 0.68496076 0.30686932 0.83891199 0.56348539] [ 0.38664535 0.47140395 0.58534184 0.82178326 0.5055965 ] [ 0.40195852 0.5991478 0.5442756 0.49214284 0.59725366] [ 0.79528893 0.2935919 0.74326409 0.19787795 0.45855138] [ 0.49025511 0.51969109 0.56113966 0.64328776 0.43386807] [ 0.15620807 0.73980237 0.39135752 0.75122435 0.51723616] [ 0.56612636 0.4921286 0.5144102 0.44464428 0.33798016] [ 0.54937015 0.55515967 0.50944802 0.52319365 0.45425728] [ 0.66932711 0.52180341 0.60966877 0.6038037 0.39968516] [ 0.57620766 0.45953073 0.49096288 0.41080804 0.45647182] [ 0.456404 0.63503366 0.51246301 0.6318232 0.5239026 ] [ 0.22911898 0.5655134 0.58345199 0.71374991 0.7135485 ] [ 0.54362714 0.56731147 0.44638772 0.48170533 0.60329274] [ 0.46582466 0.55918589 0.49155451 0.60975132 0.54765631] [ 0.38045275 0.52587793 0.43211637 0.60526168 0.47878015] [ 0.38265089 0.48532067 0.46626188 0.49402576 0.43942958] [ 0.69973549 0.40938286 0.47342999 0.33132547 0.41579963] [ 0.41942764 0.52915757 0.58831795 0.47813458 0.47150452] [ 0.66810103 0.6342495 0.46757943 0.54878678 0.35630319] [ 0.65288501 0.47830675 0.56119295 0.56748873 0.36046981] [ 0.65826548 0.48630719 0.37713374 0.37149439 0.32668511] [ 0.71720654 0.3857395 0.57902158 0.25739241 0.41274063] [ 0.26435306 0.73721837 0.31606543 0.84291351 0.58204628] [ 0.38839877 0.48353859 0.60578325 0.69637721 0.58983659] [ 0.4050318 0.49647773 0.59155403 0.57491757 0.47708077] [ 0.81099655 0.51692427 0.57903297 0.28114071 0.46114887] [ 0.55064064 0.49682604 0.35887242 0.38109049 0.39859144] [ 0.45088307 0.4344802 0.47486489 0.86252282 0.42260751] [ 0.34641234 0.44168212 0.5154364 0.73203314 0.46546279] [ 0.89077166 0.33640179 0.57118422 0.194373 0.40858315] [ 0.22500715 0.63863342 0.49162217 0.87510017 0.57437694] [ 0.41790406 0.53506214 0.51338261 0.82643313 0.45237666] [ 0.43124925 0.61034171 0.52322493 0.66849173 0.50583417] [ 0.60195315 0.36038841 0.49052151 0.61420289 0.39546238] [ 0.61587659 0.44068909 0.44130399 0.36070686 0.47965157] [ 0.34747873 0.6719983 0.41231784 0.69684854 0.41752263] [ 0.48589563 0.34781221 0.55171785 0.35824436 0.59750646] [ 0.70632862 0.49973076 0.58597802 0.39310054 0.53492625] [ 0.66911288 0.59599011 0.31641016 0.57360675 0.45624678] [ 0.73285289 0.44336635 0.41800149 0.41036277 0.39029844] [ 0.82248324 0.43771922 0.5141943 0.21839526 0.41831683] [ 0.59932302 0.56185969 0.36846642 0.2681071 0.36270416] [ 0.54578079 0.42859785 0.5900665 0.29204067 0.47324719] [ 0.8163121 0.38643528 0.60359475 0.14800233 0.38873956] [ 0.55904526 0.45764774 0.42063623 0.4423333 0.47993573] [ 0.35215266 0.40823148 0.54976984 0.71132048 0.63276998] [ 0.82716935 0.38015733 0.52486101 0.29713922 0.3932434 ] [ 0.54674768 0.44969752 0.64464832 0.67071949 0.35648182] [ 0.28667637 0.53590862 0.4963575 0.79496386 0.59087145] [ 0.6021904 0.60472037 0.48319325 0.50101419 0.37518743] [ 0.40054484 0.40579176 0.54373329 0.66379643 0.42075146] [ 0.60178255 0.47777758 0.53084315 0.39213294 0.49858017] [ 0.80653148 0.44178303 0.57014591 0.24955749 0.43992258] [ 0.6457722 0.57115278 0.51285208 0.47660068 0.57843759] [ 0.65240278 0.44879079 0.52322218 0.26398235 0.48172688] [ 0.67567611 0.35649765 0.46936317 0.21197099 0.50939627] [ 0.43088882 0.69393967 0.42927842 0.61699234 0.34985459] [ 0.72904988 0.49872622 0.31565607 0.4822459 0.39235783] [ 0.83189454 0.41522546 0.55892135 0.26739124 0.3543932 ] [ 0.48624111 0.40844852 0.50220833 0.37961086 0.72565912] [ 0.35645975 0.46640933 0.4388202 0.82949407 0.51193095] [ 0.75615833 0.40572326 0.55022015 0.26336367 0.50103798] [ 0.70277729 0.46080326 0.37161305 0.41762886 0.33039137] [ 0.52771164 0.59457004 0.44527636 0.4510025 0.40936516] [ 0.54809757 0.50784178 0.53496446 0.40606222 0.55758147] [ 0.24743051 0.59493219 0.48303767 0.90851862 0.65031922] [ 0.76346588 0.53244351 0.63964352 0.45327227 0.3388713 ] [ 0.69453219 0.45966892 0.51491268 0.31247143 0.49166026] [ 0.70075647 0.4048935 0.48906966 0.30011807 0.43874883] [ 0.64915559 0.38986202 0.45281807 0.37501622 0.4901947 ] [ 0.22600682 0.52624255 0.51362178 0.75406164 0.5050826 ] [ 0.70044838 0.31139836 0.53382681 0.40352796 0.42979117] [ 0.48214494 0.53073782 0.5357952 0.72270428 0.48710384] [ 0.60628253 0.39362364 0.51968581 0.58346588 0.34119915] [ 0.71504786 0.36628672 0.59587027 0.21183281 0.37356588] [ 0.38086114 0.6688826 0.46872566 0.70221609 0.3787584 ] [ 0.74518434 0.37361792 0.48026046 0.26735686 0.34198146] [ 0.52050963 0.48071069 0.45641767 0.63471751 0.46219671] [ 0.28618025 0.65739027 0.47079195 0.76434153 0.56262695] [ 0.15749744 0.65846162 0.45506809 0.89397565 0.62569332] [ 0.60649943 0.56890474 0.57221269 0.42638773 0.55509176] [ 0.27367931 0.74854437 0.33944317 0.85754009 0.55963 ] [ 0.45491819 0.62723719 0.41344205 0.51838451 0.47592707] [ 0.38456721 0.66240828 0.58388493 0.71243317 0.4340226 ] [ 0.76354843 0.54629699 0.56843936 0.4098494 0.43569076] [ 0.72105786 0.55383746 0.46117751 0.46833895 0.46975117] [ 0.45993075 0.40925439 0.43761758 0.63925538 0.5241723 ] [ 0.70277729 0.46080326 0.37161305 0.41762886 0.33039137] [ 0.73612423 0.37958126 0.56544116 0.24466054 0.34749994] [ 0.6633472 0.45078428 0.3684975 0.50607551 0.31379883] [ 0.19148342 0.55815297 0.37618596 0.89636591 0.55582185] [ 0.3172759 0.50455586 0.48100791 0.65702925 0.49271341] [ 0.60504141 0.66638165 0.47492122 0.52760235 0.49497217] [ 0.47650053 0.44253991 0.58787034 0.47554494 0.67126219] [ 0.79244288 0.38658753 0.4427913 0.26999721 0.43149443] Progress: 43.2% ... Training loss: 0.509 ... Validation loss: 0.848[ 0.35442735 0.69147596 0.39421657 0.77047413 0.45568174] [ 0.45842799 0.62479432 0.4994096 0.53440938 0.34055584] [ 0.41679376 0.67051769 0.46836085 0.68047568 0.47052092] [ 0.42146288 0.60145225 0.41570849 0.46810381 0.42649123] [ 0.36778692 0.63239866 0.42011187 0.55391544 0.43521134] [ 0.53932033 0.60281153 0.55231711 0.50318471 0.41494644] [ 0.45237858 0.52275294 0.54398825 0.7403073 0.37649869] [ 0.29784314 0.57882926 0.47115142 0.84104173 0.64474764] [ 0.58891873 0.44032925 0.5404865 0.47268722 0.43729078] [ 0.43869662 0.52656905 0.60921902 0.41155903 0.40976579] [ 0.52079721 0.44938714 0.54445973 0.61378987 0.39742621] [ 0.40117536 0.53426434 0.41335455 0.61626242 0.62159444] [ 0.63155118 0.38512887 0.45407632 0.33003743 0.36903817] [ 0.47106703 0.55871359 0.45373991 0.65933406 0.49448624] [ 0.3871712 0.47120083 0.5854258 0.82164288 0.50554064] [ 0.35704427 0.56483928 0.48706212 0.73865875 0.5227016 ] [ 0.52591962 0.57494016 0.43455371 0.42074551 0.39954933] [ 0.41932822 0.58432939 0.48097286 0.73289442 0.37196343] [ 0.54938809 0.42330061 0.52768975 0.32202124 0.70033207] [ 0.75263403 0.425005 0.64850725 0.17628003 0.49677567] [ 0.63783983 0.36816763 0.61322351 0.60374415 0.37837549] [ 0.42434253 0.61521608 0.26990256 0.72975845 0.45109061] [ 0.6308654 0.52698957 0.60050876 0.56021245 0.47053146] [ 0.66642805 0.53766275 0.44298778 0.41563219 0.40391932] [ 0.85209587 0.45002949 0.473009 0.24915897 0.37781875] [ 0.7448022 0.54311066 0.59802746 0.47808539 0.35359836] [ 0.19647846 0.52265985 0.32355814 0.8020793 0.51599793] [ 0.48565535 0.41242709 0.58997613 0.67448638 0.48097545] [ 0.29470811 0.65702352 0.31963691 0.74726403 0.38386654] [ 0.33942856 0.58727656 0.40549869 0.6361623 0.39729371] [ 0.60582571 0.51391492 0.51219497 0.40320009 0.38973378] [ 0.60074319 0.43311718 0.62911669 0.20536051 0.54600939] [ 0.51579003 0.55796542 0.51123613 0.60406873 0.51950299] [ 0.40895292 0.48970071 0.42501325 0.58097154 0.69784127] [ 0.39632375 0.52243399 0.34693613 0.52859454 0.41134157] [ 0.29380432 0.54726977 0.44099571 0.81676722 0.54881117] [ 0.55470453 0.51688535 0.53103583 0.78979507 0.45369031] [ 0.63283316 0.46792807 0.46524879 0.49350633 0.52466033] [ 0.65977955 0.49550541 0.35928828 0.5374605 0.37803273] [ 0.40553167 0.57558384 0.51163657 0.63085319 0.42756604] [ 0.46377809 0.53354787 0.41471392 0.81713603 0.47302616] [ 0.81024831 0.53502686 0.53349089 0.34817847 0.41060408] [ 0.41701362 0.43673347 0.45427451 0.65653397 0.41746526] [ 0.54882785 0.61189562 0.44742787 0.47579242 0.35661459] [ 0.46279334 0.61158804 0.42439094 0.69079607 0.4286784 ] [ 0.41701362 0.43673347 0.45427451 0.65653397 0.41746526] [ 0.4734113 0.54258912 0.48038712 0.54256247 0.41251309] [ 0.25675894 0.63406981 0.47393843 0.80650161 0.46982081] [ 0.82605823 0.52431743 0.48626366 0.43457369 0.39047267] [ 0.45842757 0.67821223 0.4324332 0.66411075 0.42928544] [ 0.39834222 0.48544781 0.59893315 0.5839783 0.44946704] [ 0.85221375 0.46120702 0.53262932 0.29512579 0.33017 ] [ 0.47500895 0.45116188 0.55002585 0.66117353 0.4657513 ] [ 0.44270482 0.61381413 0.38213182 0.56769673 0.32913184] [ 0.32573978 0.58397441 0.4752036 0.8724291 0.47068576] [ 0.73612081 0.39567276 0.53816998 0.3695492 0.42643753] [ 0.31116078 0.68661981 0.42368684 0.67177691 0.41537441] [ 0.28112981 0.61857806 0.38071822 0.76565218 0.4741301 ] [ 0.25215083 0.65501197 0.30667042 0.88294022 0.4904735 ] [ 0.62517252 0.44572749 0.53249345 0.37276869 0.30185969] [ 0.67021624 0.54067552 0.41122957 0.4441647 0.38306194] [ 0.87531801 0.36490099 0.42238449 0.25352812 0.38454271] [ 0.75005449 0.43189881 0.5572302 0.33719679 0.34493663] [ 0.80309006 0.50829438 0.48466412 0.49375315 0.3720901 ] [ 0.30340997 0.59294724 0.44514507 0.77119585 0.46636839] [ 0.27727689 0.68756389 0.37715301 0.81774441 0.4269925 ] [ 0.34710667 0.69172754 0.37224987 0.7229417 0.38054529] [ 0.42879984 0.48404667 0.4965177 0.65813033 0.55118954] [ 0.51977479 0.5504949 0.46182283 0.46742892 0.35980937] [ 0.73641427 0.46220437 0.53519342 0.19697921 0.5084716 ] [ 0.78600013 0.49166553 0.46356553 0.25732446 0.33918896] [ 0.62260814 0.46817167 0.40162625 0.41481182 0.46698367] [ 0.53053952 0.6594908 0.43940406 0.66746998 0.41242259] [ 0.58738482 0.3906796 0.38836585 0.40011556 0.43027777] [ 0.34785426 0.5125684 0.48378078 0.74296414 0.39305298] [ 0.41848958 0.70658596 0.47353206 0.64500144 0.4584155 ] [ 0.32128903 0.60412142 0.44460707 0.80015629 0.46565407] [ 0.69180109 0.61384977 0.44521366 0.37246988 0.42796709] [ 0.56541917 0.53187015 0.48867497 0.68422191 0.33646438] [ 0.65873192 0.514665 0.4606817 0.49623335 0.36571457] [ 0.65144946 0.60560927 0.36938724 0.37189856 0.45982569] [ 0.32571299 0.60217182 0.48406253 0.67394808 0.51949257] [ 0.49641561 0.53621362 0.48257243 0.69224725 0.4604624 ] [ 0.45563063 0.5545868 0.39846178 0.57056775 0.61835289] [ 0.77218241 0.36407765 0.56409465 0.3191901 0.50398466] [ 0.63438121 0.41008921 0.51395826 0.40231934 0.51037506] [ 0.46758469 0.56929242 0.34801126 0.62608342 0.54702678] [ 0.73555588 0.4528458 0.48622194 0.19090387 0.45758186] [ 0.37184648 0.50729115 0.53587696 0.74647047 0.46635627] [ 0.39135084 0.46795015 0.45911407 0.50732437 0.48758588] [ 0.57004593 0.51019363 0.41230041 0.59731171 0.53945755] [ 0.4058893 0.49987339 0.5276152 0.5374042 0.5595247 ] [ 0.24452737 0.54725626 0.5252535 0.79504075 0.4000938 ] [ 0.59433468 0.44584299 0.38260374 0.54471571 0.33522465] [ 0.54756627 0.50510028 0.50228288 0.32113952 0.54613774] [ 0.68370765 0.49952186 0.51523753 0.28173411 0.41409281] [ 0.27631592 0.63500766 0.51635778 0.69181224 0.60045468] [ 0.57305434 0.5492038 0.53806963 0.60962499 0.4740671 ] [ 0.40349239 0.64343298 0.38384141 0.66140086 0.46085028] [ 0.52741391 0.61983794 0.355192 0.58016107 0.53996363] [ 0.21640729 0.7098321 0.48968287 0.83584613 0.67132461] [ 0.59748146 0.59797562 0.280599 0.63826781 0.3701385 ] [ 0.56909592 0.42690078 0.47288143 0.44798909 0.39271165] [ 0.3460192 0.50273334 0.49691565 0.64672386 0.6699315 ] [ 0.52221989 0.48708796 0.51694119 0.72000128 0.4314587 ] [ 0.30218983 0.56500185 0.54521904 0.77253733 0.42795108] [ 0.20937282 0.67584593 0.33146535 0.85432674 0.62593561] [ 0.5471045 0.46397381 0.5542817 0.70313216 0.46269245] [ 0.77805591 0.44251929 0.65211544 0.34325051 0.44154256] [ 0.40366066 0.49323947 0.50040496 0.36241977 0.50690415] [ 0.64978148 0.38960565 0.45292551 0.3746427 0.49010698] [ 0.72582468 0.49933718 0.54006273 0.3741408 0.41844838] [ 0.24389324 0.57894881 0.39000747 0.87397408 0.47567616] [ 0.14045784 0.5172396 0.39868455 0.91282165 0.65065072] [ 0.27551582 0.47858886 0.51721468 0.74759783 0.50421699] [ 0.56681025 0.48976156 0.5270459 0.71798108 0.3489244 ] [ 0.66611069 0.40466246 0.54560175 0.52298146 0.43158673] [ 0.43489565 0.45759913 0.49658463 0.69247209 0.41424659] [ 0.32423353 0.52064207 0.51381388 0.81608476 0.60926051] [ 0.50253738 0.44814835 0.46046091 0.78511826 0.36506164] [ 0.45074673 0.42152886 0.45607713 0.53619786 0.44190692] [ 0.21828403 0.5988052 0.38993645 0.63180065 0.44447708] [ 0.60981125 0.33682415 0.52595741 0.32183156 0.49571147] [ 0.18990274 0.62598902 0.45302054 0.90548415 0.69747949] [ 0.51998876 0.52311143 0.59510823 0.74486355 0.55784606] [ 0.52318135 0.49123933 0.42449458 0.46498961 0.52047796] [ 0.59750421 0.48653717 0.42212528 0.61945123 0.43757567] [ 0.50242227 0.48539447 0.46682369 0.22330439 0.45252256] Progress: 43.3% ... Training loss: 0.509 ... Validation loss: 0.848[ 0.16333042 0.74643096 0.35331914 0.78983069 0.49856073] [ 0.80600694 0.41808304 0.52742778 0.39605011 0.39384981] [ 0.68130852 0.425279 0.60924094 0.40121861 0.48219138] [ 0.33801449 0.58560484 0.47478468 0.80927515 0.38222589] [ 0.41851942 0.560914 0.3910699 0.52171095 0.46618726] [ 0.62333993 0.439629 0.43659912 0.38243268 0.47705133] [ 0.3563818 0.57043052 0.51337363 0.89502882 0.5212188 ] [ 0.73669003 0.39561082 0.47078316 0.27548683 0.4852111 ] [ 0.481714 0.67485001 0.35591245 0.50379746 0.56927736] [ 0.64722808 0.50733346 0.51456077 0.59071588 0.40064659] [ 0.56208206 0.43804224 0.63727007 0.33693151 0.5268761 ] [ 0.46982476 0.58558507 0.46217033 0.66820957 0.47975483] [ 0.51258342 0.60164053 0.43162802 0.41545105 0.29076857] [ 0.84832159 0.40058112 0.60778474 0.20871031 0.39100776] [ 0.78573838 0.58464138 0.50881134 0.46181104 0.39697689] [ 0.74137312 0.54049309 0.45749806 0.33079772 0.43133734] [ 0.39871125 0.49828245 0.55663325 0.79710776 0.47061299] [ 0.3349474 0.64059782 0.38632042 0.67955495 0.41015631] [ 0.74219587 0.46731892 0.54985771 0.39364459 0.35308546] [ 0.36626666 0.66850528 0.42730124 0.6004183 0.43107257] [ 0.21817683 0.57046028 0.52631029 0.77213355 0.3848394 ] [ 0.51741586 0.42156608 0.57384448 0.75310561 0.53562103] [ 0.41623143 0.59495184 0.43676994 0.68754171 0.37283478] [ 0.39434298 0.70602022 0.29596256 0.76245151 0.35261759] [ 0.32671677 0.72022403 0.32665007 0.81995444 0.51198379] [ 0.654657 0.38704197 0.54745972 0.42014416 0.47965473] [ 0.49441989 0.52628589 0.49837121 0.65412777 0.47887938] [ 0.78986213 0.55044307 0.31271215 0.57621791 0.35392535] [ 0.89369856 0.30949005 0.49923528 0.19319263 0.36947457] [ 0.47272089 0.49201069 0.5650991 0.54954373 0.59404929] [ 0.56532595 0.65573734 0.42005872 0.58168835 0.53322182] [ 0.64717071 0.38481697 0.74359436 0.55900569 0.3784478 ] [ 0.55162667 0.6448057 0.36050096 0.74861355 0.5794126 ] [ 0.84665173 0.35118753 0.5876192 0.21078568 0.41367063] [ 0.83827284 0.45739851 0.5197534 0.28901432 0.42664784] [ 0.57764658 0.50736802 0.32710593 0.41668 0.35948239] [ 0.59593685 0.58028522 0.47692568 0.55609852 0.41245732] [ 0.75778124 0.50434285 0.48517748 0.38726176 0.48290841] [ 0.30657573 0.70325696 0.34003879 0.73919891 0.47189925] [ 0.2087586 0.57690869 0.4603946 0.92152354 0.68042226] [ 0.53766499 0.43483678 0.58529829 0.59833511 0.46100995] [ 0.74320372 0.31207801 0.67189954 0.26129995 0.40471932] [ 0.89894502 0.29132527 0.55873956 0.08647076 0.26865977] [ 0.47864614 0.58952797 0.49143941 0.49666136 0.46871538] [ 0.68572647 0.45312776 0.50241057 0.28188741 0.38753823] [ 0.89721356 0.37135236 0.4066508 0.26056192 0.32441287] [ 0.38886513 0.47208775 0.45613911 0.63745519 0.45478303] [ 0.43697362 0.63824552 0.43858158 0.75602454 0.41319205] [ 0.62392383 0.55915685 0.41555729 0.56486839 0.57928872] [ 0.60953918 0.36901261 0.38366776 0.6163502 0.36887003] [ 0.82450533 0.54653377 0.47610464 0.34167931 0.44901133] [ 0.2922479 0.67181333 0.402034 0.76660052 0.50510597] [ 0.45257337 0.58787547 0.41385075 0.53586723 0.46354618] [ 0.41633758 0.58198341 0.46551867 0.61623584 0.42897392] [ 0.83825357 0.44691338 0.55696515 0.22511743 0.41251021] [ 0.35466289 0.39556553 0.54737524 0.77442653 0.41966626] [ 0.59174137 0.49272792 0.33836528 0.42589582 0.42246038] [ 0.5489797 0.58214304 0.39965243 0.41561326 0.37792738] [ 0.57836793 0.64948549 0.37902895 0.58632666 0.39933249] [ 0.73891904 0.51933018 0.55163048 0.42960429 0.42515242] [ 0.61121994 0.46896707 0.52048132 0.64209569 0.36488832] [ 0.66498144 0.33849979 0.58027147 0.4055189 0.45681615] [ 0.63256416 0.50935031 0.38167091 0.48127351 0.34709229] [ 0.55624597 0.47192311 0.51310324 0.68689165 0.37454085] [ 0.76876894 0.33359957 0.68551176 0.2385977 0.42916569] [ 0.46182921 0.50164767 0.53789968 0.47631095 0.52933037] [ 0.46568009 0.48656245 0.46001781 0.58782199 0.46720815] [ 0.48452777 0.49226759 0.53307567 0.52005778 0.48211061] [ 0.67000664 0.29430485 0.52317079 0.27503181 0.46915788] [ 0.20944829 0.5981551 0.43683569 0.86961517 0.53948948] [ 0.74818411 0.38530914 0.58921504 0.51639795 0.41636377] [ 0.45289371 0.62467688 0.33876637 0.45597408 0.33871747] [ 0.61115908 0.45227151 0.44048251 0.68742076 0.31143547] [ 0.57615162 0.6136644 0.35890191 0.49180175 0.29066991] [ 0.4280457 0.45770048 0.60118957 0.46287675 0.58539454] [ 0.22418111 0.50413178 0.47076224 0.84144343 0.62805942] [ 0.35857206 0.5365251 0.44893294 0.8127479 0.47977911] [ 0.40741483 0.63329382 0.47781626 0.56879899 0.50479412] [ 0.77899291 0.53231824 0.41749518 0.41674685 0.29414387] [ 0.32218066 0.64805176 0.43633984 0.59474894 0.39595181] [ 0.26603576 0.5381261 0.42038703 0.84713825 0.43390387] [ 0.48406908 0.53967569 0.47546488 0.3728782 0.37456682] [ 0.73727989 0.49724551 0.39216417 0.30697606 0.36614452] [ 0.25980394 0.56333945 0.43039551 0.86559614 0.42853985] [ 0.33769727 0.57670596 0.40503713 0.72512758 0.53348642] [ 0.45628662 0.55432137 0.39858007 0.57015126 0.61827447] [ 0.28021237 0.60851918 0.48790901 0.81159539 0.38752118] [ 0.59643096 0.42228204 0.35844674 0.39876462 0.29412902] [ 0.62854148 0.50511559 0.44167006 0.41890704 0.46050062] [ 0.45677831 0.4136521 0.51119939 0.77535079 0.53546123] [ 0.51001145 0.55132216 0.36165623 0.58375131 0.41416205] [ 0.19618505 0.50803294 0.33426419 0.85286334 0.5220549 ] [ 0.73788604 0.48089342 0.48153867 0.33087944 0.44210559] [ 0.26113593 0.59613075 0.5424992 0.68915131 0.62706703] [ 0.72722546 0.47778709 0.61572774 0.2796401 0.44019525] [ 0.44636782 0.46349778 0.62512266 0.60369356 0.51485636] [ 0.52514217 0.40641101 0.61431134 0.41746464 0.49896274] [ 0.73193094 0.54886781 0.57796268 0.31351173 0.53047465] [ 0.7034967 0.42278737 0.49895247 0.17410875 0.34498964] [ 0.55482561 0.52437554 0.51019734 0.52985062 0.61151959] [ 0.66258667 0.41230497 0.66070232 0.49183839 0.45943481] [ 0.33241772 0.64901411 0.3332162 0.7039588 0.4556823 ] [ 0.56557283 0.49594316 0.49621073 0.75868143 0.40348315] [ 0.46093847 0.57602803 0.43879276 0.68104537 0.55369014] [ 0.74236903 0.50602817 0.53541006 0.31766948 0.50171872] [ 0.63239018 0.33998912 0.50654752 0.43957339 0.59126206] [ 0.17596315 0.56377591 0.57574775 0.84201032 0.63543096] [ 0.41412253 0.39240573 0.50838903 0.68686639 0.44282275] [ 0.81394152 0.3825632 0.53940035 0.32928921 0.44865072] [ 0.75814133 0.30273787 0.51497964 0.41218031 0.42415043] [ 0.59344211 0.60479598 0.51828841 0.45659786 0.39578695] [ 0.5344526 0.72642267 0.34055764 0.66024408 0.49670633] [ 0.3886457 0.54981133 0.63280858 0.71826984 0.45919357] [ 0.4783172 0.30960546 0.53112612 0.58884285 0.5493289 ] [ 0.67284035 0.41740996 0.63807174 0.59087464 0.46487511] [ 0.45492981 0.42812293 0.38919988 0.62296888 0.60270699] [ 0.51954029 0.47153325 0.46577155 0.61348548 0.37201832] [ 0.65557859 0.53386772 0.54231579 0.45112642 0.50409941] [ 0.62522282 0.51615537 0.47823471 0.53331294 0.48601544] [ 0.4082059 0.53737852 0.64217681 0.58354148 0.56375271] [ 0.5126495 0.50661949 0.43635478 0.44126868 0.43744969] [ 0.82105452 0.4385423 0.53690718 0.3574276 0.45947206] [ 0.38166635 0.5298912 0.51062696 0.80642679 0.57407776] [ 0.36811679 0.66379641 0.27604447 0.62379395 0.49661999] [ 0.56366763 0.47821648 0.39297728 0.46730806 0.46518501] [ 0.5907753 0.42522363 0.63240984 0.71880906 0.40871444] [ 0.66886542 0.44546931 0.36750126 0.36266327 0.29316779] [ 0.40297782 0.51874069 0.53493201 0.75698745 0.48045339] Progress: 43.4% ... Training loss: 0.509 ... Validation loss: 0.848[ 0.24986957 0.4733441 0.41704167 0.80090287 0.5554141 ] [ 0.54194062 0.4657131 0.55373689 0.59755381 0.36053909] [ 0.23690315 0.59000527 0.3975747 0.86772162 0.54065887] [ 0.56660214 0.65935522 0.40407095 0.55871955 0.40494835] [ 0.43593905 0.48307306 0.34291301 0.76511266 0.39933138] [ 0.53305184 0.568477 0.55113595 0.56736241 0.40844738] [ 0.57276199 0.51012427 0.58033382 0.57567259 0.42242543] [ 0.58409351 0.29953019 0.5111048 0.5048822 0.34344375] [ 0.72874408 0.53187396 0.38932494 0.49834236 0.34280961] [ 0.63930141 0.46145166 0.37974715 0.47263512 0.40264066] [ 0.19714313 0.6683312 0.40725522 0.5915323 0.47919242] [ 0.54224506 0.42388868 0.65064454 0.39925792 0.54831531] [ 0.76899248 0.38423226 0.53921635 0.34142206 0.40596342] [ 0.7216242 0.41427022 0.63031592 0.33469832 0.4260381 ] [ 0.23078749 0.56717181 0.41189591 0.83464512 0.60604075] [ 0.41046234 0.46827172 0.56640159 0.79611633 0.49860651] [ 0.63349207 0.64678508 0.58855964 0.44172056 0.50169365] [ 0.56005248 0.64740193 0.53824975 0.64672615 0.41752581] [ 0.75465702 0.53736081 0.60465343 0.42192575 0.41864555] [ 0.4182686 0.53712909 0.41370762 0.59000498 0.58023855] [ 0.31153393 0.68207281 0.48587599 0.77150902 0.52395634] [ 0.33090643 0.66452235 0.35104007 0.74152582 0.48168027] [ 0.15355828 0.59779145 0.4676948 0.88138925 0.57593414] [ 0.44685888 0.58955005 0.5517847 0.49686854 0.36879068] [ 0.6667607 0.38808151 0.50235638 0.71364021 0.44626527] [ 0.64872978 0.4494949 0.60456431 0.45434793 0.4115042 ] [ 0.60307829 0.45752804 0.43167495 0.44670908 0.52860254] [ 0.52773165 0.66110244 0.41153674 0.60047841 0.41867984] [ 0.7307041 0.48882828 0.5754294 0.40577898 0.45161246] [ 0.1387933 0.66151654 0.41512415 0.91464305 0.59589952] [ 0.47840878 0.51908256 0.51104738 0.83078907 0.5175501 ] [ 0.43986547 0.6702986 0.36071183 0.530239 0.38490711] [ 0.37262262 0.72021657 0.28476228 0.78508561 0.53571379] [ 0.22325206 0.62217234 0.33498192 0.69070748 0.5512017 ] [ 0.67391928 0.38235997 0.41858343 0.40287528 0.33865605] [ 0.56533969 0.59776825 0.38475573 0.28833999 0.38029926] [ 0.79363662 0.43719568 0.54629225 0.19560547 0.32933963] [ 0.26767933 0.60785771 0.45773151 0.69273127 0.46229707] [ 0.68262817 0.50012948 0.51498271 0.28232626 0.41429539] [ 0.3619262 0.58550194 0.50369583 0.6222317 0.63055132] [ 0.72290271 0.4339248 0.53740035 0.69035998 0.40510156] [ 0.21095463 0.50827804 0.37349336 0.86574783 0.61754148] [ 0.84406945 0.39180079 0.56034063 0.36301562 0.38770392] [ 0.70031415 0.45388837 0.543215 0.32489048 0.35565535] [ 0.37519976 0.48682958 0.35598672 0.59365438 0.46291417] [ 0.40070889 0.52918424 0.47072023 0.83991107 0.57457163] [ 0.53364186 0.5311706 0.55818746 0.67206072 0.33408691] [ 0.64443409 0.69300343 0.49421818 0.42778089 0.57669253] [ 0.32861043 0.4399077 0.43822475 0.83609361 0.54025245] [ 0.46345932 0.65824283 0.36682549 0.62923634 0.33744629] [ 0.58326588 0.40773872 0.62247946 0.51057013 0.33530767] [ 0.4736572 0.5276758 0.50854515 0.67233326 0.44354253] [ 0.29194736 0.5671199 0.5286869 0.6057749 0.52033294] [ 0.20065562 0.64175527 0.41860766 0.66574735 0.56330056] [ 0.54542166 0.57443896 0.51013071 0.48172522 0.64611606] [ 0.26088424 0.48548768 0.47623594 0.88806103 0.51557201] [ 0.63236987 0.56192875 0.47342684 0.64558725 0.40764269] [ 0.74138137 0.54216274 0.39772051 0.62834334 0.39024286] [ 0.33764427 0.67234297 0.35379037 0.66406058 0.33285152] [ 0.2994556 0.55812914 0.5322898 0.83378838 0.60350537] [ 0.64821343 0.54178659 0.49448885 0.47218508 0.54529569] [ 0.42872875 0.59212244 0.56151351 0.6636078 0.55179789] [ 0.68764773 0.32972217 0.53376282 0.39870922 0.42879949] [ 0.39454044 0.50360246 0.50319305 0.43971379 0.45018158] [ 0.60907772 0.50652355 0.57905954 0.4660218 0.5148687 ] [ 0.30153966 0.54824698 0.56512475 0.77326455 0.4890642 ] [ 0.28391027 0.63244976 0.44576446 0.80477285 0.58460399] [ 0.84225525 0.28770064 0.5933651 0.14741655 0.4518816 ] [ 0.59935553 0.49145234 0.51801396 0.41936229 0.42015774] [ 0.87538538 0.29129859 0.52953441 0.13363884 0.38652449] [ 0.36442941 0.48238018 0.47879111 0.51095336 0.5428059 ] [ 0.61370512 0.37562433 0.51841396 0.31125716 0.39377322] [ 0.43883056 0.58907564 0.44609342 0.72965251 0.45356285] [ 0.85349192 0.33923373 0.46944993 0.27399993 0.41650043] [ 0.60384894 0.35975623 0.49079657 0.61306056 0.39524833] [ 0.49237313 0.41765216 0.57148712 0.51507602 0.36028461] [ 0.53093165 0.51404892 0.35052043 0.3323252 0.43572474] [ 0.78174224 0.3996596 0.54143953 0.32676279 0.37950368] [ 0.69638996 0.36016424 0.67063221 0.25723769 0.46718776] [ 0.1616324 0.60171363 0.36921387 0.89647519 0.55767851] [ 0.50820504 0.64048271 0.32395359 0.47990252 0.37637735] [ 0.30341967 0.58353356 0.39323478 0.79661684 0.57183781] [ 0.4182686 0.53712909 0.41370762 0.59000498 0.58023855] [ 0.34976998 0.63542604 0.4603989 0.63839409 0.43198144] [ 0.63491076 0.41229882 0.6047872 0.52408833 0.45669099] [ 0.79115222 0.38284328 0.4701533 0.25175946 0.40179233] [ 0.5588158 0.53344176 0.40306119 0.67872655 0.58691696] [ 0.50620133 0.57188627 0.5002318 0.64107276 0.55488056] [ 0.54698268 0.50090408 0.47003191 0.58068073 0.38607649] [ 0.46378606 0.54759147 0.5431073 0.54609307 0.43988374] [ 0.12240833 0.62394382 0.34754426 0.83214608 0.55679565] [ 0.73958171 0.53708165 0.38253227 0.33539951 0.34209004] [ 0.30746514 0.60139984 0.44649986 0.76382654 0.42191126] [ 0.71303656 0.31516777 0.55175984 0.57379787 0.41291721] [ 0.45020881 0.60141098 0.46903092 0.62604115 0.58341249] [ 0.80470592 0.46089555 0.43861549 0.47389469 0.44813522] [ 0.41189589 0.69458003 0.31968687 0.68990425 0.49140127] [ 0.22755663 0.65453924 0.32363036 0.83708375 0.4339263 ] [ 0.63679018 0.52646379 0.62537388 0.44678343 0.42928016] [ 0.59924796 0.43944409 0.61200114 0.58956733 0.38684274] [ 0.50578144 0.58731591 0.42475059 0.58072304 0.32204954] [ 0.65986736 0.53264115 0.28910094 0.43003863 0.33162517] [ 0.61799714 0.42275851 0.62563769 0.72488387 0.4132984 ] [ 0.76312307 0.54657527 0.56831624 0.4100791 0.43578237] [ 0.27931102 0.58877966 0.41426022 0.84713593 0.48271667] [ 0.36812091 0.55628654 0.47283801 0.59263115 0.58303138] [ 0.31412143 0.51053081 0.41521098 0.68346553 0.40670195] [ 0.70037256 0.38207628 0.48641803 0.32654634 0.41901318] [ 0.62060998 0.51617753 0.4343087 0.53978515 0.35470913] [ 0.5484187 0.47161109 0.53975855 0.37807903 0.349079 ] [ 0.43061552 0.5250715 0.2943198 0.70216366 0.50840443] [ 0.58522961 0.37360501 0.33169391 0.47112381 0.4083367 ] [ 0.51377477 0.60448895 0.44480844 0.59754079 0.53171002] [ 0.30866237 0.691917 0.40532866 0.83712405 0.57004791] [ 0.66425928 0.44981799 0.53327166 0.66402889 0.4271105 ] [ 0.7982898 0.44995288 0.51916335 0.28315534 0.39503847] [ 0.54589796 0.64440119 0.34472519 0.50066634 0.45543684] [ 0.67770856 0.4547264 0.3792342 0.43821677 0.55198035] [ 0.51235158 0.61289442 0.41072222 0.53046684 0.50892686] [ 0.84334505 0.33920782 0.51710263 0.25739935 0.41113495] [ 0.63498118 0.63031095 0.49031468 0.69669771 0.44125188] [ 0.39490805 0.50134843 0.50705497 0.66947021 0.58573671] [ 0.55646975 0.52280671 0.38164863 0.50695076 0.38612052] [ 0.43790535 0.47219804 0.50733629 0.50712565 0.49617304] [ 0.24512589 0.59117703 0.60582606 0.69956782 0.69948748] [ 0.56300062 0.50611482 0.57635366 0.60307574 0.48480163] [ 0.49480837 0.64774493 0.41401217 0.79071754 0.56330073] [ 0.4087604 0.50278396 0.48101293 0.6655207 0.61743736] Progress: 43.4% ... Training loss: 0.508 ... Validation loss: 0.843[ 0.32369733 0.55439369 0.53037734 0.69714119 0.37830201] [ 0.64500851 0.59987248 0.50549421 0.48266227 0.48867536] [ 0.64088059 0.4264929 0.3585593 0.37060625 0.55449826] [ 0.3610887 0.59832619 0.33748501 0.68860254 0.5404178 ] [ 0.51314847 0.4857823 0.45456854 0.3839095 0.43963793] [ 0.67827477 0.45452593 0.37931614 0.43793248 0.55188848] [ 0.66686758 0.36992262 0.5118443 0.70493378 0.45140021] [ 0.33145006 0.61156287 0.52386487 0.73715336 0.61303847] [ 0.47579363 0.66239157 0.40779037 0.65395666 0.31309428] [ 0.73519238 0.50521789 0.4623478 0.36267402 0.400452 ] [ 0.4943209 0.60195582 0.53768934 0.53565133 0.42358025] [ 0.52685868 0.47593327 0.65717025 0.49809492 0.45900654] [ 0.51935518 0.52128292 0.56791488 0.65227714 0.41021929] [ 0.28442012 0.55326546 0.47830632 0.59257006 0.53500666] [ 0.74476603 0.58001167 0.44345127 0.60880759 0.3239206 ] [ 0.49548284 0.62796608 0.34614793 0.61130699 0.41047796] [ 0.59421793 0.43624325 0.59431422 0.43878025 0.50319879] [ 0.71074081 0.32455823 0.70123059 0.42872318 0.40928913] [ 0.77146597 0.55497109 0.42583708 0.29231343 0.35261004] [ 0.41394274 0.59898578 0.59639954 0.55009563 0.51892761] [ 0.6642282 0.48514446 0.43484295 0.34712362 0.31687594] [ 0.38226119 0.52065961 0.45396581 0.72737936 0.63572624] [ 0.19171962 0.69452987 0.36677644 0.74087324 0.54298777] [ 0.84628287 0.35139233 0.58753035 0.21094268 0.41373121] [ 0.54900029 0.45271448 0.43433381 0.50451573 0.47841471] [ 0.65164816 0.37545399 0.60794479 0.44537353 0.50856682] [ 0.56992305 0.5366258 0.62703216 0.6190194 0.43872324] [ 0.46823012 0.6356419 0.52455163 0.60144868 0.37985639] [ 0.74204457 0.50169057 0.55274958 0.26379387 0.55421285] [ 0.16664113 0.49204333 0.44625904 0.81390473 0.63533861] [ 0.62371509 0.52892368 0.51533568 0.37442706 0.41250889] [ 0.49579544 0.61012037 0.52939955 0.60367049 0.57789246] [ 0.2658027 0.56136923 0.46519065 0.76614668 0.49005376] [ 0.59227458 0.58834934 0.50692056 0.71335291 0.46464254] [ 0.62748567 0.39628424 0.62804968 0.3848593 0.50667796] [ 0.62862754 0.52250563 0.53956757 0.45184934 0.48675816] [ 0.19082056 0.63267493 0.45443788 0.89395462 0.53581504] [ 0.26347924 0.5229257 0.43115398 0.83162341 0.60972491] [ 0.54787475 0.52423491 0.34280185 0.45582034 0.37132399] [ 0.7725348 0.57371007 0.44031134 0.45876409 0.30759587] [ 0.65382336 0.36895654 0.66460556 0.41438118 0.45603281] [ 0.63890676 0.44999778 0.5714659 0.53983695 0.49254993] [ 0.33317953 0.66769407 0.49315593 0.55964702 0.39692354] [ 0.49776368 0.64861059 0.43226576 0.51698901 0.28230089] [ 0.53572468 0.52151536 0.4870191 0.72960322 0.32282132] [ 0.39481068 0.54018622 0.61201748 0.49753277 0.48965532] [ 0.15029038 0.58231002 0.4314003 0.8988357 0.52401473] [ 0.54905189 0.50648465 0.53918217 0.48364365 0.60578169] [ 0.41731593 0.5026773 0.39086782 0.56853388 0.52887103] [ 0.36600928 0.5093637 0.39167741 0.68878544 0.64836945] [ 0.27479981 0.74846705 0.33947118 0.85709346 0.55971037] [ 0.37940716 0.435574 0.47687233 0.76783355 0.51368593] [ 0.3921385 0.40529681 0.46635935 0.73041686 0.50887225] [ 0.12964082 0.60480377 0.4822419 0.82872696 0.55728288] [ 0.76318099 0.54647685 0.56835732 0.41003406 0.43574994] [ 0.37517789 0.56548127 0.52094011 0.71438074 0.40614403] [ 0.62046939 0.49149409 0.43850441 0.46597555 0.42421924] [ 0.64160653 0.52595849 0.45556557 0.5172215 0.5244078 ] [ 0.23845332 0.58973329 0.35056553 0.68427888 0.53871416] [ 0.13161681 0.58797432 0.45334225 0.90666952 0.5856594 ] [ 0.53228671 0.54339487 0.36795874 0.43194007 0.34294687] [ 0.58076612 0.41751651 0.560366 0.33282883 0.41588121] [ 0.6697834 0.63312234 0.38252707 0.58449339 0.41382247] [ 0.81661293 0.48224766 0.58937961 0.14721521 0.45985629] [ 0.4623035 0.40857329 0.43791089 0.63801506 0.52398693] [ 0.33569183 0.55438073 0.2938335 0.83355199 0.56710124] [ 0.53910424 0.4885513 0.59077055 0.46471171 0.55809925] [ 0.3953796 0.52300065 0.34671359 0.52907494 0.41154895] [ 0.64206332 0.44355397 0.571829 0.34375035 0.40930388] [ 0.64770539 0.37673969 0.45199386 0.41001488 0.60805939] [ 0.47565732 0.61639261 0.41253506 0.83003545 0.43237451] [ 0.56778704 0.45774494 0.48456034 0.4505831 0.39640122] [ 0.49045157 0.52229528 0.53260762 0.58645051 0.53923128] [ 0.7290278 0.46483523 0.46381009 0.39695281 0.32092809] [ 0.2389512 0.65866321 0.44025761 0.75168175 0.42878853] [ 0.12190691 0.62498845 0.34712353 0.83251048 0.5572026 ] [ 0.42732664 0.68049342 0.47539786 0.77325514 0.53526212] [ 0.18287294 0.78316958 0.28779792 0.88676347 0.42725019] [ 0.68938662 0.42909168 0.47462351 0.46736069 0.39222853] [ 0.22171758 0.6027869 0.35514163 0.72457193 0.53017422] [ 0.79962487 0.41715947 0.52893769 0.39247635 0.41222523] [ 0.11995385 0.74717363 0.38101626 0.83737668 0.69035127] [ 0.6695345 0.57062317 0.47250651 0.47726133 0.37765138] [ 0.29052077 0.5848116 0.35860517 0.72124869 0.42654711] [ 0.38435 0.56766132 0.48917191 0.77181497 0.65245177] [ 0.72154893 0.44795004 0.587394 0.43564886 0.45969962] [ 0.61477787 0.57707737 0.47799839 0.30165704 0.50074753] [ 0.40424855 0.50986866 0.46143963 0.78581274 0.52157579] [ 0.38639189 0.69331457 0.48108207 0.66015792 0.39067702] [ 0.52574251 0.5049692 0.38665963 0.6521572 0.42436991] [ 0.71520106 0.4803265 0.39874952 0.49337611 0.33738706] [ 0.52297987 0.57043024 0.44656998 0.36742862 0.4849986 ] [ 0.81593901 0.47608836 0.33998297 0.36671368 0.32446291] [ 0.37129036 0.60466888 0.50299431 0.64690627 0.61181522] [ 0.32245035 0.57574677 0.520128 0.81549398 0.55322367] [ 0.75819155 0.30270262 0.51500407 0.41202138 0.42412861] [ 0.72831403 0.44891437 0.42272203 0.36967176 0.4158467 ] [ 0.41549819 0.53963049 0.52398537 0.52102938 0.49572837] [ 0.39168697 0.6801536 0.45951841 0.69967783 0.51997105] [ 0.22528265 0.64633027 0.48736213 0.79988224 0.454495 ] [ 0.67249383 0.3795803 0.66359866 0.65072385 0.41939195] [ 0.32728753 0.64492088 0.41571024 0.63496503 0.47668614] [ 0.73596139 0.36962138 0.56340214 0.62413085 0.4066246 ] [ 0.68561894 0.37996939 0.57013842 0.29150581 0.41931555] [ 0.67532415 0.48828636 0.43920997 0.40052981 0.43235847] [ 0.29418573 0.65762141 0.31938781 0.74737931 0.38414764] [ 0.43462662 0.48393061 0.34260314 0.765471 0.39962944] [ 0.52765752 0.52165148 0.56146205 0.53122712 0.58934112] [ 0.61492513 0.46336914 0.50162801 0.64975733 0.43174036] [ 0.19613115 0.58911914 0.52191897 0.80977089 0.56355696] [ 0.55759907 0.43325124 0.48064682 0.31714776 0.53171051] [ 0.43514368 0.51192681 0.56514111 0.75160322 0.45844672] [ 0.52190303 0.45946216 0.27730768 0.49062218 0.45984176] [ 0.60456621 0.43544497 0.50782943 0.44875402 0.4096224 ] [ 0.24413558 0.58452071 0.47199637 0.77156003 0.56937792] [ 0.45942982 0.46820322 0.47219827 0.77188311 0.46710153] [ 0.70548786 0.52339145 0.36219284 0.52805777 0.4427936 ] [ 0.23310577 0.73906815 0.41737289 0.81858518 0.4184085 ] [ 0.7443247 0.45587762 0.28600203 0.36449123 0.38165933] [ 0.58963342 0.52786681 0.35701051 0.52295201 0.3891593 ] [ 0.66193211 0.43735097 0.63128646 0.42780142 0.43413477] [ 0.7529349 0.52918518 0.42651776 0.35535483 0.3895574 ] [ 0.61252555 0.54330939 0.52955199 0.47036619 0.60202425] [ 0.34249351 0.4875111 0.53101761 0.55369225 0.51137434] [ 0.56329624 0.6429177 0.32018152 0.77495339 0.56910942] [ 0.67464062 0.44995552 0.49015818 0.27260768 0.48296278] [ 0.35983191 0.43694394 0.62811816 0.74567 0.5039317 ] [ 0.42431796 0.42034984 0.56619382 0.69843656 0.4820748 ] Progress: 43.5% ... Training loss: 0.507 ... Validation loss: 0.842[ 0.3280997 0.53850617 0.40675699 0.58667599 0.57524114] [ 0.28394871 0.46207971 0.44806682 0.77170489 0.54888793] [ 0.28072215 0.68297075 0.43138664 0.70676743 0.55360836] [ 0.78497366 0.39210132 0.57844349 0.14887411 0.4642957 ] [ 0.65004401 0.49162687 0.32503066 0.42748019 0.39381941] [ 0.6485966 0.54948629 0.40791655 0.52108484 0.40657969] [ 0.48146242 0.68403851 0.25772202 0.62972489 0.40867839] [ 0.59910896 0.47856055 0.64946255 0.40399322 0.51767769] [ 0.43462059 0.45822687 0.6192579 0.65073496 0.50430247] [ 0.78121896 0.5439638 0.54254376 0.50531686 0.37464002] [ 0.24572222 0.7199752 0.29465467 0.86172022 0.43888996] [ 0.22643672 0.60041743 0.35029919 0.86069908 0.56744503] [ 0.32365252 0.58453167 0.54050436 0.65259022 0.5242385 ] [ 0.84063009 0.45169108 0.60151235 0.17703137 0.42900629] [ 0.55771666 0.68761953 0.36315885 0.57358612 0.47426398] [ 0.35133606 0.62289105 0.40595917 0.83754913 0.4981834 ] [ 0.87133765 0.35343453 0.5375305 0.13554785 0.36712121] [ 0.85419756 0.36074964 0.5825187 0.17214113 0.25788136] [ 0.32416324 0.63466989 0.33122806 0.51150969 0.528248 ] [ 0.1884239 0.54918268 0.41507614 0.79372734 0.55160876] [ 0.79427566 0.4742243 0.46759666 0.36143253 0.31532733] [ 0.8831267 0.37428019 0.48051467 0.13992428 0.37685726] [ 0.51335766 0.53067345 0.36618598 0.46441468 0.49573173] [ 0.54960877 0.54173328 0.43765544 0.64390153 0.39925487] [ 0.3474158 0.52563177 0.5397933 0.57043984 0.49590296] [ 0.70042888 0.5998546 0.44479989 0.39846778 0.53788337] [ 0.52679547 0.49800634 0.55644929 0.75511888 0.34162704] [ 0.61870612 0.60595948 0.28668411 0.40187856 0.43697479] [ 0.64165121 0.41909755 0.49307964 0.68778262 0.39025788] [ 0.13684456 0.64472501 0.52058916 0.79960819 0.6174373 ] [ 0.36092013 0.49534149 0.43897232 0.6581779 0.40970889] [ 0.78719703 0.52422973 0.57725556 0.47178904 0.38528172] [ 0.82745296 0.36535586 0.55911797 0.15674028 0.39861761] [ 0.66944314 0.49331378 0.67488692 0.45937928 0.43789696] [ 0.41898584 0.62641116 0.48011692 0.63937141 0.59688422] [ 0.75432841 0.56575224 0.42334471 0.44684652 0.38641667] [ 0.77045157 0.38984449 0.55935974 0.45861516 0.331713 ] [ 0.24404965 0.52480231 0.49500049 0.55455784 0.68414017] [ 0.89492854 0.33207591 0.30059779 0.21531473 0.25522968] [ 0.40688134 0.60766785 0.53613791 0.62602063 0.47703124] [ 0.49839536 0.50024004 0.4460829 0.48530655 0.38037792] [ 0.56054833 0.48233939 0.40741696 0.52212393 0.37541683] [ 0.85905277 0.39181996 0.60277712 0.33879062 0.42598205] [ 0.50424899 0.53169943 0.36470567 0.67467955 0.42563661] [ 0.49209266 0.49716774 0.49857826 0.50308676 0.41942245] [ 0.87321074 0.31335119 0.55302267 0.13255112 0.42174747] [ 0.62918827 0.4832222 0.48688539 0.40945414 0.38004375] [ 0.33891522 0.70344911 0.31898792 0.769665 0.45486791] [ 0.62543199 0.42402157 0.5946926 0.56715042 0.42045828] [ 0.23324204 0.7611571 0.35057497 0.78597205 0.56591124] [ 0.71461664 0.43327926 0.49776886 0.43393252 0.34947151] [ 0.39610095 0.69543073 0.33151672 0.67920106 0.3467066 ] [ 0.15206728 0.62468069 0.40703685 0.82324654 0.56909231] [ 0.67663849 0.51325973 0.41213571 0.41213993 0.35814865] [ 0.67056711 0.46096741 0.38964901 0.36318034 0.37975061] [ 0.80332735 0.41980355 0.47833523 0.45196758 0.38888869] [ 0.43025133 0.51148331 0.54223355 0.51115848 0.52433184] [ 0.16585868 0.61178373 0.46276975 0.85713935 0.48111847] [ 0.39680192 0.52761484 0.5671675 0.69978737 0.64243666] [ 0.45659723 0.59305229 0.51167456 0.58736402 0.49625248] [ 0.829385 0.34222394 0.32930132 0.31450239 0.30998829] [ 0.68870167 0.42933016 0.47450955 0.46762787 0.39231066] [ 0.37495976 0.41116846 0.55981925 0.51891534 0.58964256] [ 0.61543029 0.3018078 0.47272713 0.55555551 0.30822059] [ 0.77727529 0.58360964 0.53815451 0.42467109 0.4428321 ] [ 0.59378454 0.41428711 0.73862783 0.62151145 0.44845872] [ 0.66675334 0.6185846 0.28039788 0.65755105 0.4302711 ] [ 0.65102011 0.40275723 0.41033509 0.55931439 0.41622709] [ 0.48645637 0.42616788 0.5933015 0.35657374 0.49604944] [ 0.2136377 0.70667258 0.48954167 0.7126267 0.5508149 ] [ 0.37430014 0.44347569 0.32643036 0.60924532 0.41448336] [ 0.55149423 0.46613376 0.62997006 0.31026633 0.43535197] [ 0.67639541 0.45504157 0.35018248 0.36208716 0.37289516] [ 0.57104708 0.52991616 0.50701796 0.60588558 0.51016623] [ 0.2293018 0.70972352 0.4502412 0.82784551 0.53510469] [ 0.68764762 0.43699371 0.53755728 0.4767681 0.38977992] [ 0.30629893 0.52060226 0.59850241 0.79923872 0.52373999] [ 0.56756139 0.37407844 0.60782126 0.2415941 0.4690046 ] [ 0.27132549 0.5377522 0.4936461 0.74039178 0.67948594] [ 0.22630992 0.67502199 0.3682635 0.73484 0.50084596] [ 0.78548671 0.3523354 0.58269736 0.23699513 0.43364936] [ 0.83523443 0.38989255 0.6285452 0.19575725 0.36530217] [ 0.32199206 0.53815168 0.48567403 0.53309303 0.51728554] [ 0.74533592 0.57519812 0.61983689 0.42314013 0.41828694] [ 0.67082182 0.59541089 0.31661765 0.57247581 0.45612022] [ 0.58415955 0.44835934 0.62144859 0.54419958 0.44367405] [ 0.58972256 0.56455009 0.371211 0.42061712 0.39354979] [ 0.39827511 0.69486768 0.43535599 0.64572038 0.47524788] [ 0.72122265 0.25622988 0.3954557 0.24986479 0.37401648] [ 0.48665079 0.40053381 0.42239896 0.56655543 0.47729126] [ 0.51144409 0.4558768 0.42071336 0.72642357 0.44444675] [ 0.69432884 0.43566938 0.52712294 0.31021568 0.47940859] [ 0.69703654 0.45844882 0.50444402 0.35920286 0.36847438] [ 0.48175109 0.66102463 0.45986973 0.57297952 0.35612344] [ 0.7903835 0.49170921 0.56108104 0.23190607 0.46408848] [ 0.27524727 0.67951897 0.45026012 0.74213035 0.43748569] [ 0.83184664 0.4024879 0.47011255 0.17729102 0.28458047] [ 0.77772968 0.53309217 0.41715552 0.41754197 0.29438469] [ 0.35609334 0.58865736 0.45041942 0.67747387 0.53614793] [ 0.54755985 0.40176737 0.56897261 0.66429504 0.4695218 ] [ 0.56386841 0.60834864 0.31030364 0.62005851 0.49225717] [ 0.59807089 0.43914917 0.4567346 0.34015784 0.46748085] [ 0.67682458 0.43055924 0.51865807 0.33627931 0.49610341] [ 0.71184787 0.49804071 0.30663176 0.34999184 0.38009659] [ 0.71862815 0.48960067 0.48236619 0.22305817 0.52028169] [ 0.66893305 0.54104671 0.48796348 0.25250494 0.39084078] [ 0.6472752 0.5074544 0.51449058 0.59048946 0.40072109] [ 0.66670914 0.39436331 0.55300932 0.56657095 0.32961657] [ 0.23284816 0.56211578 0.56421156 0.787993 0.59312921] [ 0.72240096 0.43743822 0.46439577 0.18735891 0.26602237] [ 0.66037697 0.39949375 0.61136723 0.30941043 0.41819672] [ 0.65724874 0.59997773 0.41975447 0.48065776 0.59238857] [ 0.26597712 0.5282286 0.44382151 0.74468272 0.46798599] [ 0.3719132 0.45215767 0.43113059 0.70354492 0.41693868] [ 0.38327361 0.52046616 0.45402352 0.7270591 0.63570551] [ 0.57555783 0.40790775 0.54990198 0.50394395 0.48942348] [ 0.70723597 0.41512639 0.53949444 0.63981609 0.38188149] [ 0.63588032 0.46668736 0.55447092 0.38176666 0.36896925] [ 0.62874985 0.53867803 0.33841785 0.60200473 0.41263467] [ 0.76693486 0.39612892 0.49805781 0.23136157 0.34074261] [ 0.52380136 0.38845348 0.60234205 0.62154136 0.51101297] [ 0.37057494 0.63049038 0.47367866 0.80855416 0.44051675] [ 0.59035162 0.53794862 0.49711248 0.70828155 0.35665737] [ 0.21088441 0.56191924 0.49068271 0.72694477 0.4200104 ] [ 0.55618655 0.55013397 0.59472566 0.53038768 0.44206105] [ 0.58446906 0.60748889 0.38581323 0.66217353 0.35758901] [ 0.12238799 0.57855757 0.41984253 0.83347232 0.59988995] [ 0.24233215 0.5463625 0.51891025 0.7341582 0.50497174] Progress: 43.5% ... Training loss: 0.507 ... Validation loss: 0.841[ 0.73737479 0.36808085 0.41215223 0.44499825 0.52405243] [ 0.63428711 0.45456767 0.51758956 0.44289005 0.39269641] [ 0.22199001 0.69485769 0.34061938 0.81684768 0.48568027] [ 0.39218364 0.68019985 0.45947346 0.69946922 0.52002633] [ 0.54596854 0.44376665 0.34232215 0.4626536 0.43919463] [ 0.42289345 0.63480817 0.4744001 0.5545765 0.33835595] [ 0.48213171 0.47528375 0.52306142 0.6724865 0.4334757 ] [ 0.69342356 0.48483169 0.55737903 0.58176766 0.44454193] [ 0.3418408 0.73227176 0.33806762 0.81798795 0.53829611] [ 0.80141176 0.42977006 0.50152926 0.38000671 0.45036132] [ 0.38068797 0.3925299 0.45361934 0.54607522 0.591043 ] [ 0.43730128 0.67612031 0.40771901 0.78345417 0.49842074] [ 0.32428608 0.54886948 0.38501328 0.72961431 0.59277251] [ 0.31248726 0.56471105 0.37846823 0.66242605 0.42600613] [ 0.82997637 0.39611007 0.59514241 0.17030838 0.37265581] [ 0.22880101 0.56946839 0.4109076 0.83548963 0.60691575] [ 0.59672624 0.53549239 0.56322808 0.41099408 0.47345017] [ 0.27195051 0.62404033 0.39933154 0.85814213 0.53890375] [ 0.52526059 0.53330668 0.44853945 0.81331081 0.35147331] [ 0.35787741 0.58441833 0.50051483 0.43182625 0.58351051] [ 0.46402842 0.64524475 0.36440652 0.63300787 0.51297263] [ 0.54753081 0.6385749 0.45231335 0.70763092 0.59450525] [ 0.25435759 0.73262037 0.32681447 0.84305064 0.58856285] [ 0.47742328 0.54494875 0.52438138 0.71185358 0.53320637] [ 0.47291629 0.52674992 0.48164803 0.4368081 0.4451555 ] [ 0.789728 0.4799074 0.43834794 0.28871896 0.43485294] [ 0.61309889 0.56093762 0.50081296 0.51227205 0.37071581] [ 0.72566575 0.52320414 0.54025983 0.37446243 0.52803983] [ 0.81580613 0.64649315 0.42714334 0.50463427 0.44936287] [ 0.47888414 0.4125854 0.51218901 0.51898673 0.32782535] [ 0.45743706 0.76737839 0.3712221 0.68600401 0.44230323] [ 0.49812532 0.61212686 0.43848865 0.52001209 0.35792713] [ 0.36948637 0.66383305 0.27599824 0.6232751 0.49670339] [ 0.60228126 0.39727212 0.53968733 0.39468223 0.58370772] [ 0.20845557 0.60389843 0.43438609 0.81662378 0.47596745] [ 0.6664538 0.46800164 0.43451404 0.35168368 0.45850991] [ 0.30086854 0.55137171 0.45016771 0.74634626 0.51827949] [ 0.23405744 0.57989321 0.50200308 0.81035274 0.64633655] [ 0.21016476 0.60998441 0.45139782 0.91103999 0.55852491] [ 0.71352871 0.37998887 0.43456471 0.28042688 0.39197054] [ 0.74547905 0.41160347 0.51412452 0.33698572 0.4778771 ] [ 0.41712556 0.62571892 0.47712888 0.59239725 0.46165009] [ 0.73379986 0.4738422 0.6188888 0.39191071 0.38103923] [ 0.77934692 0.48165837 0.5115136 0.37238286 0.35781201] [ 0.3559706 0.55007782 0.46381022 0.64819445 0.53481197] [ 0.50344263 0.57887118 0.48528983 0.46776254 0.4370193 ] [ 0.72979011 0.41879887 0.43526686 0.59443231 0.37974389] [ 0.31003929 0.59065027 0.39909848 0.78465048 0.3529277 ] [ 0.41315191 0.44177211 0.6654803 0.65632053 0.4962553 ] [ 0.42352379 0.6477278 0.48722244 0.74025587 0.46746249] [ 0.789887 0.39131612 0.45853891 0.26801121 0.26900811] [ 0.77766785 0.57358141 0.5688989 0.43197404 0.4101892 ] [ 0.70872604 0.55581012 0.31660233 0.28618021 0.30690088] [ 0.67401341 0.46497353 0.43981276 0.49380233 0.36764683] [ 0.2948839 0.57571995 0.52623728 0.79190932 0.52492759] [ 0.85912268 0.39173897 0.60280297 0.3386683 0.42595683] [ 0.71715235 0.59732136 0.4592229 0.39079473 0.40286025] [ 0.82711978 0.34046816 0.54267964 0.24920817 0.43573827] [ 0.45521272 0.40813053 0.55960204 0.3536729 0.52229792] [ 0.29823374 0.69022731 0.39760005 0.71055649 0.46627024] [ 0.77428153 0.55050617 0.37401915 0.31338828 0.31952591] [ 0.4469774 0.50357875 0.42735141 0.58977946 0.52487063] [ 0.39187971 0.48620119 0.54241472 0.76997466 0.56568233] [ 0.33046272 0.55453285 0.49856231 0.79514784 0.54898662] [ 0.32557868 0.5958309 0.53656712 0.66938937 0.61982276] [ 0.42961799 0.40606096 0.41759915 0.46214783 0.42263631] [ 0.61720692 0.6546911 0.41421458 0.68561774 0.55700745] [ 0.62781983 0.53197603 0.47405645 0.530807 0.42866287] [ 0.58025174 0.48209932 0.47145827 0.62654611 0.50062528] [ 0.71323881 0.41250111 0.43047143 0.67907282 0.27993073] [ 0.33126775 0.63133494 0.2858018 0.74121347 0.48753878] [ 0.34705906 0.52593682 0.53966286 0.57067375 0.49600633] [ 0.30855548 0.50416688 0.52764243 0.80955672 0.5732172 ] [ 0.79267028 0.50900789 0.55465069 0.32808999 0.45594872] [ 0.58696565 0.38112401 0.48240769 0.63949688 0.39444808] [ 0.72300608 0.42000241 0.47840074 0.31761315 0.45713591] [ 0.21392649 0.52591129 0.44850688 0.79432411 0.51770396] [ 0.61772526 0.40530303 0.54415556 0.50044245 0.42567957] [ 0.55032527 0.5477627 0.51600474 0.50950042 0.40360506] [ 0.50781793 0.46552044 0.47286259 0.70689517 0.35868416] [ 0.60689594 0.57661633 0.55535784 0.69113654 0.46587788] [ 0.35462348 0.44121142 0.60437179 0.77984987 0.57501841] [ 0.80017991 0.46293896 0.61645598 0.40150441 0.36488151] [ 0.60170762 0.56612406 0.42831219 0.57144368 0.48141027] [ 0.5585565 0.66288165 0.50251321 0.48832712 0.63349648] [ 0.49507661 0.37887092 0.50611925 0.77737507 0.49312602] [ 0.47349168 0.5655089 0.47442081 0.72604251 0.33464139] [ 0.57045587 0.61470432 0.36259445 0.52473363 0.4157979 ] [ 0.28796458 0.57909469 0.50073383 0.81790822 0.55145168] [ 0.84765365 0.3731779 0.70041695 0.22064047 0.42138942] [ 0.29586776 0.72886516 0.29876418 0.70781163 0.51585062] [ 0.51712856 0.54416242 0.36333901 0.72725633 0.28746574] [ 0.53294173 0.5398877 0.51534627 0.71411349 0.38871047] [ 0.62678747 0.50676966 0.43328201 0.41224147 0.45910471] [ 0.72025068 0.36525045 0.35661583 0.41621082 0.41177724] [ 0.305694 0.68556871 0.40228442 0.61139242 0.57735623] [ 0.50770656 0.5991145 0.53877436 0.61054565 0.46032497] [ 0.81162718 0.3068362 0.51675382 0.22634482 0.36861245] [ 0.63550178 0.53441769 0.37881954 0.63029228 0.43998506] [ 0.43040382 0.6128354 0.58763167 0.81223812 0.59981403] [ 0.67424659 0.59589248 0.37463561 0.52744866 0.26015483] [ 0.53372425 0.57183007 0.40372155 0.45392986 0.41655835] [ 0.42785608 0.43985463 0.36057278 0.61331238 0.41726184] [ 0.79165533 0.39969651 0.58004185 0.26558704 0.34711992] [ 0.55381048 0.42186142 0.52831777 0.32035402 0.69986852] [ 0.6579499 0.40699643 0.31817554 0.38496823 0.40672259] [ 0.78949185 0.31093978 0.41712751 0.26774498 0.29764373] [ 0.713836 0.34399651 0.62676115 0.3406155 0.44096706] [ 0.83762855 0.39450615 0.48683734 0.30603957 0.44031573] [ 0.40160862 0.55693578 0.39192849 0.70558321 0.3925082 ] [ 0.45139939 0.59119528 0.24080185 0.74835131 0.47184807] [ 0.80770024 0.36856281 0.55418111 0.25960975 0.41015506] [ 0.50496473 0.55182553 0.50704718 0.51806457 0.42654072] [ 0.88893643 0.36008057 0.51720251 0.11427266 0.33806532] [ 0.60203734 0.53401403 0.6556406 0.56819323 0.39696927] [ 0.2227842 0.60934356 0.44093741 0.81539011 0.50248357] [ 0.65651987 0.35198539 0.41845676 0.42412439 0.50939697] [ 0.76711124 0.54886351 0.50707871 0.41288942 0.47271504] [ 0.33138174 0.53977719 0.35637223 0.6083932 0.49168888] [ 0.27530055 0.55290069 0.37842417 0.72019063 0.48713579] [ 0.49497802 0.52198213 0.55485346 0.70840444 0.35307321] [ 0.53066928 0.66127041 0.47041041 0.63563074 0.40680058] [ 0.66501129 0.42156803 0.54083638 0.52114614 0.41831183] [ 0.55574172 0.39582975 0.45279712 0.46900592 0.66480263] [ 0.24171728 0.73721578 0.31122605 0.88055528 0.58329375] [ 0.12271759 0.67206547 0.37621211 0.87204823 0.51050206] [ 0.56487593 0.45706644 0.5091705 0.47069639 0.4276067 ] [ 0.44971879 0.3760134 0.68889743 0.5180234 0.52675734] Progress: 43.5% ... Training loss: 0.507 ... Validation loss: 0.841[ 0.24565916 0.65547594 0.37154996 0.79822319 0.49106812] [ 0.56875553 0.46806626 0.4942007 0.47674606 0.42542998] [ 0.66993121 0.48282982 0.47702013 0.40745192 0.42157426] [ 0.54217699 0.60946132 0.48628615 0.53247614 0.41425835] [ 0.65152885 0.46225379 0.52766252 0.62159223 0.4551983 ] [ 0.48747806 0.62488109 0.44763336 0.65538139 0.48812716] [ 0.15829335 0.50901744 0.37841432 0.8265239 0.58846256] [ 0.79597045 0.3886946 0.48619489 0.3353952 0.42873737] [ 0.5475603 0.41814251 0.6427306 0.60515127 0.41982633] [ 0.6951442 0.43451975 0.55032089 0.14130436 0.52398364] [ 0.43909092 0.48902662 0.45825405 0.62989896 0.53448213] [ 0.73763312 0.45148489 0.48680111 0.19006093 0.45704144] [ 0.68714845 0.43740602 0.5373774 0.47710142 0.38992737] [ 0.25761596 0.56560367 0.42938754 0.866261 0.42948107] [ 0.32270517 0.70230948 0.47121147 0.71196432 0.40940307] [ 0.21903795 0.52061963 0.47648996 0.82466843 0.54000529] [ 0.6603901 0.41583954 0.46752298 0.56613679 0.48838448] [ 0.56795342 0.56329233 0.39957413 0.34517889 0.35672585] [ 0.70627937 0.47460065 0.48409857 0.39213892 0.36646231] [ 0.68674315 0.48482857 0.40981865 0.35031791 0.31587596] [ 0.4788013 0.56662633 0.43779328 0.54447291 0.46268359] [ 0.24078066 0.71302763 0.3148241 0.78493566 0.52144796] [ 0.87114001 0.31503538 0.604125 0.17481741 0.38032776] [ 0.65646495 0.52503958 0.44906903 0.30689533 0.58444509] [ 0.2433999 0.74530876 0.34551739 0.85819052 0.47603626] [ 0.54285842 0.44439586 0.63746223 0.55855718 0.45957936] [ 0.50170543 0.62527119 0.37400773 0.54830224 0.47896381] [ 0.40645205 0.53796774 0.46597421 0.71990946 0.38919568] [ 0.45922562 0.42591283 0.58058068 0.74299321 0.51154681] [ 0.33421673 0.71921415 0.4317616 0.75341424 0.50839782] [ 0.4129741 0.57661882 0.52732917 0.79850535 0.63618258] [ 0.66108771 0.52371733 0.51747587 0.51645911 0.42948066] [ 0.49139201 0.53413421 0.4955169 0.58881451 0.41573672] [ 0.26303594 0.64533945 0.46435181 0.81989138 0.60183304] [ 0.66056237 0.49967332 0.49285596 0.40246827 0.43025153] [ 0.59619048 0.48608378 0.42606977 0.62643954 0.48523152] [ 0.43155679 0.61728909 0.29537802 0.63686308 0.52608325] [ 0.63035864 0.49525245 0.42713722 0.35424916 0.455336 ] [ 0.26833691 0.61165768 0.43563178 0.64744171 0.44368578] [ 0.42759898 0.68064756 0.47528434 0.7729839 0.53540831] [ 0.57431014 0.34328054 0.44668907 0.38338767 0.47598213] [ 0.73037466 0.48253428 0.57827767 0.2883148 0.44598667] [ 0.43116102 0.55479576 0.52858854 0.72987406 0.53502455] [ 0.60804158 0.44761827 0.60081212 0.40216704 0.46755991] [ 0.43575518 0.45764442 0.59946419 0.62652857 0.43708778] [ 0.34978287 0.51448561 0.45486376 0.67296795 0.71100885] [ 0.46492875 0.45630415 0.5515021 0.51326913 0.47208214] [ 0.79098091 0.40748295 0.43272889 0.14571422 0.25787583] [ 0.59178668 0.36511159 0.50693262 0.57607784 0.407052 ] [ 0.52483452 0.43224018 0.56756496 0.61187156 0.56485018] [ 0.45674753 0.57487588 0.60115724 0.54988801 0.50985538] [ 0.32953135 0.6759137 0.47547794 0.76019323 0.49552836] [ 0.74075858 0.46507329 0.4844085 0.25093527 0.53322561] [ 0.46581902 0.49205324 0.47835851 0.31289655 0.50176989] [ 0.35101891 0.64385699 0.37437849 0.56501713 0.52754716] [ 0.64463419 0.36219628 0.58816749 0.5013824 0.29557944] [ 0.32128043 0.49164282 0.47766452 0.82103551 0.55117905] [ 0.53661032 0.57062165 0.39573686 0.5104469 0.45914832] [ 0.57026642 0.34285181 0.41240204 0.53565296 0.45180497] [ 0.61746263 0.42871177 0.53903918 0.53195022 0.35971081] [ 0.51717541 0.59822392 0.59434837 0.55495095 0.47332437] [ 0.21825055 0.71900808 0.36159557 0.92249227 0.55458484] [ 0.25051412 0.61569639 0.4489623 0.82252255 0.53864622] [ 0.93090924 0.27755488 0.5725549 0.0853672 0.2999682 ] [ 0.37219365 0.56141401 0.31113886 0.85003645 0.39631653] [ 0.2843579 0.69200175 0.40945191 0.77521966 0.47766286] [ 0.57562118 0.6195715 0.43973996 0.34013645 0.3539913 ] [ 0.45237325 0.48476871 0.65023398 0.47955851 0.49866907] [ 0.35168248 0.43724826 0.575866 0.48293563 0.58228273] [ 0.70959298 0.43481146 0.45359537 0.36022996 0.39476687] [ 0.46411759 0.6449546 0.51558374 0.60625978 0.3933117 ] [ 0.73885719 0.49093659 0.48774961 0.21392347 0.40215145] [ 0.81273812 0.47133373 0.43047874 0.25925067 0.45981282] [ 0.12724937 0.69781279 0.32909908 0.83127135 0.60960506] [ 0.27064698 0.62814978 0.50293214 0.64299544 0.62001596] [ 0.49714609 0.57878927 0.46963994 0.56944972 0.4771798 ] [ 0.45585237 0.5961752 0.42892655 0.5467211 0.37724047] [ 0.33524167 0.63554111 0.40112233 0.70989406 0.41201892] [ 0.38977421 0.53801224 0.51642593 0.81679973 0.47102385] [ 0.4719947 0.70627296 0.2992568 0.61225649 0.33181196] [ 0.51727661 0.50359506 0.50152847 0.70858773 0.33086987] [ 0.43691549 0.55780887 0.51138994 0.58734482 0.44251379] [ 0.22351876 0.59538167 0.37861928 0.83568973 0.44719554] [ 0.25520233 0.42660695 0.45641821 0.85216066 0.66815978] [ 0.55368063 0.4861078 0.43785468 0.48987068 0.30917259] [ 0.2140576 0.68702311 0.2925591 0.87135998 0.47923914] [ 0.6676984 0.51213005 0.43009487 0.26271576 0.2775674 ] [ 0.75500398 0.47138086 0.46586052 0.30418912 0.4282065 ] [ 0.50075774 0.58982274 0.44166097 0.43984149 0.43366596] [ 0.65129021 0.47312591 0.58487576 0.36358324 0.41633223] [ 0.46192493 0.50795299 0.49041886 0.70291072 0.53825644] [ 0.59354731 0.49712295 0.45247883 0.37916634 0.55516638] [ 0.73653159 0.35654721 0.65774617 0.43973032 0.3657697 ] [ 0.70782563 0.38598369 0.44264121 0.31461964 0.42196757] [ 0.52867406 0.5241247 0.26284198 0.70783899 0.38674007] [ 0.79807172 0.59742716 0.55431761 0.40482353 0.40224451] [ 0.37449674 0.4837637 0.47158464 0.68556716 0.3825247 ] [ 0.38502038 0.68566337 0.50133446 0.58002355 0.54263397] [ 0.67472828 0.56180705 0.46368734 0.5037148 0.32409021] [ 0.39848048 0.69500907 0.43528839 0.64545684 0.4753372 ] [ 0.54837023 0.57364973 0.51044458 0.48044848 0.64586144] [ 0.48969449 0.68246637 0.44912274 0.56784621 0.42779925] [ 0.82533846 0.35578556 0.43931211 0.40375444 0.40761396] [ 0.37546886 0.63563306 0.33583993 0.53045596 0.55700178] [ 0.19876112 0.49290335 0.3980048 0.8843159 0.60603301] [ 0.37408185 0.517285 0.48092123 0.6299186 0.45162265] [ 0.23277102 0.56245725 0.56407978 0.78795591 0.59327808] [ 0.89400161 0.30881591 0.49957818 0.19264842 0.36915387] [ 0.74453665 0.51929182 0.43545963 0.51193363 0.4424063 ] [ 0.7381031 0.39247557 0.63131811 0.3380566 0.37114528] [ 0.48913267 0.61887711 0.41989941 0.42474588 0.48567606] [ 0.69603723 0.52478995 0.35954616 0.511197 0.48587231] [ 0.85488197 0.38881942 0.50909106 0.32045691 0.35216208] [ 0.66838008 0.59910957 0.39214331 0.38258783 0.30904606] [ 0.14194542 0.64593084 0.4620096 0.83026773 0.43006662] [ 0.34623991 0.55921864 0.54048485 0.77253074 0.45212088] [ 0.46883047 0.68411012 0.36765619 0.73523268 0.47475765] [ 0.24194885 0.63179413 0.32366853 0.79689702 0.54195608] [ 0.47531643 0.59451819 0.32777857 0.57700076 0.43926527] [ 0.73999079 0.43128094 0.39401716 0.22897133 0.27472699] [ 0.39801557 0.50718228 0.38068245 0.58378878 0.52480802] [ 0.51763846 0.4384241 0.54553796 0.73444625 0.48464348] [ 0.51646983 0.58823332 0.46474613 0.70370124 0.49341991] [ 0.50140995 0.63766858 0.34778861 0.66443511 0.4985877 ] [ 0.74014256 0.42715735 0.52242275 0.18397768 0.43786102] [ 0.65667759 0.45336374 0.60328471 0.4892235 0.51360243] [ 0.56227989 0.34022254 0.57211617 0.39029071 0.60207282] [ 0.73570152 0.31848255 0.52180295 0.32840944 0.45089509] Progress: 43.6% ... Training loss: 0.507 ... Validation loss: 0.839[ 0.67966529 0.36029874 0.63735379 0.29027878 0.51037669] [ 0.40522149 0.64373782 0.38366413 0.6605142 0.46112112] [ 0.46519267 0.32382552 0.45529225 0.73375733 0.4096841 ] [ 0.76077944 0.5556966 0.63525665 0.51055214 0.37236495] [ 0.89730835 0.37071267 0.40694933 0.25985755 0.32416479] [ 0.57452463 0.44939967 0.5427294 0.36225365 0.54939675] [ 0.48995139 0.42951179 0.48492118 0.67314911 0.38373447] [ 0.09693052 0.59736202 0.52167351 0.85079688 0.525196 ] [ 0.39107401 0.41766783 0.55775598 0.64011024 0.47341807] [ 0.50152361 0.58970722 0.4236913 0.5826247 0.32289846] [ 0.85203628 0.35040522 0.56871294 0.12270518 0.30426917] [ 0.54806949 0.4593769 0.45514668 0.59498115 0.38551013] [ 0.56849465 0.43544275 0.45882844 0.40620204 0.35400434] [ 0.54527563 0.66571679 0.40278466 0.56459486 0.42252924] [ 0.4063426 0.4567494 0.59272286 0.66278756 0.61052696] [ 0.54180452 0.59434729 0.37481502 0.43869497 0.45811637] [ 0.42760158 0.48737129 0.48121189 0.51928395 0.56590333] [ 0.69884612 0.33062046 0.52160827 0.3175443 0.38232709] [ 0.43658847 0.46673964 0.44077544 0.47722239 0.5348857 ] [ 0.51385349 0.4520419 0.41472067 0.4610002 0.50253355] [ 0.59553836 0.37125578 0.60715239 0.3619669 0.52217916] [ 0.57338518 0.64296786 0.330787 0.51746809 0.38596697] [ 0.50845571 0.45287708 0.43187203 0.47342753 0.37186758] [ 0.58602544 0.42762983 0.46126106 0.52860817 0.38676193] [ 0.59641414 0.58073671 0.47669301 0.55558994 0.41271862] [ 0.44788252 0.63224991 0.38758268 0.81927639 0.59021934] [ 0.51306642 0.48410867 0.65140496 0.65980349 0.49355185] [ 0.16151201 0.65224724 0.39717538 0.79209497 0.53892188] [ 0.34714441 0.50332737 0.58758908 0.41492338 0.70591019] [ 0.7596742 0.52659153 0.41489502 0.55663516 0.52148276] [ 0.61744538 0.57091886 0.506617 0.48154111 0.57359729] [ 0.62342911 0.46692939 0.48979718 0.65027701 0.37186738] [ 0.53041974 0.57006072 0.5504271 0.56853432 0.40907773] [ 0.52563943 0.51404722 0.59476215 0.52171938 0.62473349] [ 0.30048233 0.54953885 0.56456582 0.77362627 0.48962977] [ 0.56767869 0.60459611 0.50390937 0.5297146 0.54416436] [ 0.4535273 0.48781189 0.60950346 0.66851484 0.49193846] [ 0.72857191 0.47206197 0.42956028 0.28312173 0.38794786] [ 0.78681461 0.38336758 0.43104479 0.24521918 0.34039853] [ 0.83758525 0.39459419 0.48679519 0.30607669 0.44034162] [ 0.23178698 0.70822726 0.28163243 0.73710677 0.53254407] [ 0.30510667 0.48872199 0.41608225 0.76911917 0.41528236] [ 0.63904784 0.4293205 0.49119408 0.51152069 0.36457292] [ 0.58236393 0.45098229 0.62346015 0.58411787 0.50049393] [ 0.50239448 0.60943825 0.44318815 0.697002 0.33300959] [ 0.63917484 0.3511202 0.59327397 0.51459944 0.34796729] [ 0.70643783 0.53618746 0.4443284 0.53608475 0.47168888] [ 0.67683783 0.47705584 0.64520407 0.61883411 0.45068363] [ 0.2099998 0.56295192 0.49023935 0.72756333 0.42041082] [ 0.6547124 0.42152353 0.46386698 0.4493838 0.47491405] [ 0.32446727 0.51276697 0.60541544 0.84204516 0.49648513] [ 0.65979588 0.49452382 0.54149011 0.48326389 0.43807215] [ 0.73098125 0.35796512 0.54941049 0.29577596 0.46033432] [ 0.57984607 0.50356376 0.31626909 0.3728695 0.32698799] [ 0.35650918 0.58902244 0.38392685 0.73408676 0.41555878] [ 0.66410353 0.38364453 0.38826594 0.32536532 0.34448437] [ 0.57600702 0.57345676 0.46719777 0.4667569 0.40093122] [ 0.82853112 0.36192277 0.41301062 0.16002615 0.30997368] [ 0.52721983 0.45618568 0.59182435 0.35660915 0.40684125] [ 0.39689559 0.61832518 0.36169661 0.74718129 0.33553917] [ 0.25297373 0.6260152 0.53970793 0.90629699 0.62865175] [ 0.81339112 0.44949548 0.38618993 0.34292447 0.29664724] [ 0.29036615 0.65154004 0.42183268 0.66833474 0.41346553] [ 0.34408257 0.55990092 0.36303284 0.77813342 0.51466653] [ 0.6160447 0.48777773 0.45420268 0.4607736 0.40949468] [ 0.45197587 0.50494049 0.45190402 0.63049212 0.31163109] [ 0.6627919 0.50760028 0.60229048 0.43663537 0.39253454] [ 0.58602544 0.42762983 0.46126106 0.52860817 0.38676193] [ 0.66783571 0.45059314 0.55478673 0.21248772 0.5444715 ] [ 0.47659442 0.50874494 0.50192267 0.4066391 0.66700284] [ 0.64781123 0.48800511 0.56458979 0.364595 0.50137438] [ 0.66807739 0.41738313 0.59188987 0.62223825 0.36778175] [ 0.74085809 0.51031553 0.4664211 0.4039591 0.305203 ] [ 0.78790107 0.27690777 0.59707374 0.55463621 0.37175359] [ 0.48953131 0.54768399 0.3589209 0.65467057 0.37850945] [ 0.67129942 0.41063438 0.64230542 0.53020719 0.46967826] [ 0.49515701 0.51494944 0.50978824 0.4920373 0.47396559] [ 0.88676655 0.28635017 0.54635676 0.19797979 0.35700219] [ 0.25917966 0.46775478 0.36037843 0.89090643 0.48471523] [ 0.40455913 0.52014927 0.6097904 0.45426877 0.49804525] [ 0.49352843 0.63668895 0.60328263 0.59630393 0.4683319 ] [ 0.49811937 0.68543704 0.4532095 0.69866194 0.43664344] [ 0.33564439 0.50779718 0.37268274 0.63825962 0.55746884] [ 0.70889776 0.51426747 0.5258219 0.23849241 0.45088341] [ 0.7585695 0.50377381 0.48541772 0.38647731 0.48268323] [ 0.43761959 0.64061252 0.40047806 0.53036374 0.38610687] [ 0.64756784 0.52593336 0.49853924 0.31169943 0.43502132] [ 0.75238461 0.48381083 0.47966178 0.22239478 0.42478808] [ 0.30736104 0.62741757 0.52387091 0.69493522 0.63758191] [ 0.16990878 0.56990765 0.55827295 0.80587254 0.64942383] [ 0.66448329 0.49648323 0.54553915 0.62143081 0.45867099] [ 0.63858156 0.36484424 0.60561893 0.31302171 0.41388031] [ 0.59883056 0.35199971 0.49924032 0.44405215 0.46537416] [ 0.77773762 0.26354225 0.45853115 0.19124514 0.3305925 ] [ 0.25568205 0.63920443 0.45372762 0.63233078 0.37273575] [ 0.34265125 0.51635307 0.56099553 0.58161496 0.56974933] [ 0.80477497 0.45182897 0.56669042 0.45589476 0.4140394 ] [ 0.79064036 0.40771495 0.43263526 0.14582478 0.25791479] [ 0.4974958 0.63079209 0.50887521 0.5596162 0.39690259] [ 0.44359215 0.40342346 0.60385273 0.6645212 0.61848217] [ 0.49546566 0.62835903 0.34595719 0.61117013 0.41068705] [ 0.8740343 0.34673459 0.44523434 0.3703195 0.37154617] [ 0.64467766 0.60221797 0.24575653 0.49543541 0.29510443] [ 0.73121774 0.3956535 0.56246663 0.40078001 0.33969453] [ 0.1223279 0.63073354 0.37413389 0.87774256 0.67447859] [ 0.36154387 0.62149932 0.50245916 0.75702097 0.61771935] [ 0.7500464 0.51030908 0.54612528 0.47305086 0.39461912] [ 0.66490291 0.40590334 0.54502892 0.52332983 0.4321166 ] [ 0.2722101 0.48450666 0.55878207 0.75888574 0.63331252] [ 0.55261135 0.60749117 0.46936077 0.59893206 0.45840102] [ 0.40919856 0.53707709 0.50558374 0.71580236 0.30687621] [ 0.56519111 0.62811156 0.45259443 0.49182365 0.45172506] [ 0.55469331 0.62000544 0.34016786 0.60594981 0.45597354] [ 0.66208954 0.44927851 0.51131402 0.50646608 0.4560212 ] [ 0.63269617 0.50312464 0.44252944 0.3712437 0.40283042] [ 0.57081732 0.40727123 0.45680456 0.61658206 0.49058304] [ 0.73959395 0.36876165 0.61712949 0.23102722 0.45980837] [ 0.5343164 0.51709268 0.51531032 0.66861183 0.38025827] [ 0.67733229 0.590081 0.57084791 0.52264424 0.46228184] [ 0.49976201 0.56148594 0.48776621 0.50422212 0.6190942 ] [ 0.24495491 0.64740431 0.4543743 0.87955114 0.35846092] [ 0.33729018 0.49406329 0.559876 0.81290209 0.63382015] [ 0.31897599 0.512735 0.51786033 0.83484049 0.5327169 ] [ 0.68934305 0.50530366 0.51093673 0.41437537 0.32741894] [ 0.55304159 0.45312933 0.56689106 0.58120451 0.41372745] [ 0.52646593 0.51479246 0.42161004 0.66462893 0.28962982] [ 0.43328844 0.45785261 0.45769234 0.66109889 0.51089489] [ 0.71786762 0.35307219 0.41690541 0.36778658 0.41129563] Progress: 43.6% ... Training loss: 0.506 ... Validation loss: 0.838[ 0.43471661 0.69503816 0.40328192 0.71156022 0.41468397] [ 0.24289905 0.54700695 0.46490885 0.75315728 0.50924202] [ 0.61427973 0.640019 0.42659161 0.74599423 0.43250613] [ 0.33733123 0.56270438 0.53527756 0.68123184 0.47348578] [ 0.52987414 0.61780774 0.4612106 0.7220885 0.44720485] [ 0.69415943 0.38537648 0.59581605 0.23641086 0.39684313] [ 0.82669222 0.40838805 0.59025821 0.15746127 0.36264312] [ 0.30123302 0.58202085 0.49461747 0.86800567 0.53459788] [ 0.69600642 0.40215077 0.44164694 0.26589288 0.41631477] [ 0.67956038 0.39799641 0.51065252 0.35369273 0.46111383] [ 0.5541058 0.59754235 0.60885945 0.61218124 0.51204592] [ 0.45281607 0.60910961 0.36741268 0.58461895 0.32327188] [ 0.26407763 0.47913605 0.45466578 0.86504226 0.65312392] [ 0.63714701 0.59719155 0.43456915 0.6000641 0.35855327] [ 0.18742142 0.5962575 0.41680706 0.88306059 0.50539524] [ 0.60361837 0.39425217 0.63163991 0.29788217 0.57941008] [ 0.34274673 0.64062718 0.51140946 0.81749766 0.54571746] [ 0.63052994 0.56757156 0.42767746 0.26230464 0.45935518] [ 0.634989 0.4922356 0.60523223 0.37163444 0.45501517] [ 0.31866254 0.43563256 0.43024469 0.57179014 0.59570583] [ 0.64769207 0.59078392 0.42035641 0.42367905 0.37329227] [ 0.63260236 0.33913745 0.69831766 0.55727544 0.4655042 ] [ 0.44712437 0.49638134 0.42793805 0.65598589 0.61371375] [ 0.34313067 0.57272202 0.38882159 0.85515515 0.61439238] [ 0.2855448 0.44883788 0.37307703 0.87824792 0.46705767] [ 0.48575264 0.52343484 0.33929373 0.52137406 0.5127043 ] [ 0.51736358 0.50376244 0.44193036 0.62924009 0.37124086] [ 0.72611418 0.39306793 0.65850286 0.33201829 0.45250012] [ 0.27046374 0.53877267 0.49321906 0.74096319 0.67982927] [ 0.40209161 0.53452678 0.41322677 0.61578707 0.62176148] [ 0.75494557 0.42359832 0.64905892 0.1755 0.49613825] [ 0.76754391 0.46195555 0.35751103 0.22999706 0.29650112] [ 0.61934911 0.46927722 0.46274349 0.43176803 0.43756887] [ 0.64488016 0.55384629 0.4641323 0.47084954 0.51678789] [ 0.55323445 0.60934526 0.42363755 0.5415681 0.39495627] [ 0.30136843 0.59265191 0.44536912 0.68322676 0.60756325] [ 0.26305578 0.45193682 0.52460883 0.66628516 0.48796943] [ 0.54437453 0.51420162 0.46780118 0.56403421 0.50639082] [ 0.6567791 0.54654887 0.41032735 0.44680356 0.44352289] [ 0.73474667 0.48986182 0.44509997 0.38523456 0.41627351] [ 0.22795694 0.57732498 0.34316715 0.73708769 0.45759429] [ 0.49395141 0.60480662 0.373826 0.59115621 0.29115664] [ 0.46595217 0.48219508 0.57045605 0.75436537 0.44689129] [ 0.1765506 0.58911397 0.41430203 0.73820909 0.56028152] [ 0.64001207 0.43053837 0.5565755 0.44800501 0.45489381] [ 0.74777897 0.40000011 0.65343918 0.33195601 0.35764516] [ 0.27433327 0.67715002 0.45414417 0.67785215 0.47265521] [ 0.6730849 0.37552662 0.59367114 0.36909393 0.3498582 ] [ 0.44943086 0.5341886 0.58186344 0.73745626 0.54129988] [ 0.87835907 0.40660069 0.54269107 0.18949453 0.33813931] [ 0.66614775 0.45486509 0.31203114 0.4507957 0.40566279] [ 0.35973777 0.62071358 0.49496501 0.57612496 0.42289875] [ 0.12838083 0.66085578 0.36197784 0.86625432 0.48534008] [ 0.43803479 0.50051253 0.58136252 0.79031276 0.37658666] [ 0.71881166 0.54576321 0.52112363 0.43583012 0.44579626] [ 0.5973578 0.4914935 0.66657007 0.41336837 0.46087363] [ 0.16629618 0.6752412 0.45579259 0.78238058 0.49094202] [ 0.3782868 0.59122948 0.39239782 0.77101636 0.48588317] [ 0.82875669 0.36174112 0.41308302 0.15984917 0.30991287] [ 0.27021965 0.68814493 0.33230857 0.84565309 0.54246358] [ 0.64458206 0.51253206 0.66219624 0.38568256 0.50786375] [ 0.71186289 0.4717062 0.46909625 0.35952049 0.41943491] [ 0.64651048 0.47595162 0.5294865 0.55548016 0.42892653] [ 0.650199 0.40439614 0.54530515 0.65711592 0.46325935] [ 0.66802077 0.46336245 0.6198845 0.61948367 0.45618118] [ 0.60598961 0.60732477 0.45915723 0.64645348 0.3907217 ] [ 0.17705316 0.52765217 0.40847019 0.89636039 0.45143191] [ 0.82428299 0.34100431 0.56149823 0.23397321 0.42016747] [ 0.70967047 0.49494989 0.54137638 0.16797748 0.4271247 ] [ 0.72955871 0.48873429 0.58364609 0.50902035 0.42084059] [ 0.56438943 0.52204992 0.37934857 0.55250637 0.38078239] [ 0.55621812 0.51820658 0.48541703 0.63163055 0.37247961] [ 0.68785073 0.39721521 0.60605214 0.62845933 0.42938908] [ 0.29391026 0.63619927 0.39273771 0.46916679 0.56566809] [ 0.33253327 0.54495377 0.50896268 0.72119963 0.45595351] [ 0.65221122 0.47265346 0.58506309 0.36293241 0.41615274] [ 0.59967371 0.63845727 0.49671532 0.55883329 0.37808857] [ 0.2431919 0.6155448 0.36704796 0.72281761 0.51979711] [ 0.54814071 0.46457726 0.55400531 0.70248905 0.46302129] [ 0.19708488 0.50421419 0.3524099 0.94179193 0.5382428 ] [ 0.77932514 0.3593995 0.61655305 0.17654981 0.48541005] [ 0.61310958 0.4445538 0.48971484 0.4560587 0.48457463] [ 0.28114562 0.66005739 0.44929848 0.73686069 0.50566459] [ 0.80468154 0.41249489 0.58210551 0.24130238 0.44307528] [ 0.25953111 0.52198871 0.55078458 0.72664059 0.6623327 ] [ 0.64718621 0.416686 0.59625445 0.22258894 0.56884673] [ 0.50447616 0.48744835 0.49096171 0.44203394 0.41998736] [ 0.56391732 0.45907425 0.56976508 0.31848746 0.47010866] [ 0.54179587 0.50650657 0.5477201 0.71664362 0.36413107] [ 0.67247718 0.59860336 0.46093105 0.4562759 0.43480418] [ 0.22014949 0.67082192 0.43433972 0.88963135 0.56293579] [ 0.61121621 0.61830141 0.50881811 0.51520695 0.59659747] [ 0.49008232 0.37422788 0.53411015 0.72060735 0.40343185] [ 0.42752803 0.59384447 0.60966234 0.63897208 0.55235814] [ 0.74068839 0.52715304 0.54095429 0.26026124 0.40142526] [ 0.61333224 0.49220459 0.378006 0.42459914 0.48528092] [ 0.6572683 0.54879046 0.45406715 0.53205856 0.59378098] [ 0.27381621 0.70512226 0.29780269 0.71811971 0.61311432] [ 0.25268669 0.71898632 0.42911162 0.72605821 0.59822603] [ 0.60469655 0.50596991 0.51959053 0.56518756 0.4583198 ] [ 0.68109897 0.42293789 0.52591237 0.43447039 0.44110639] [ 0.50412802 0.54145389 0.46299851 0.65965103 0.4414418 ] [ 0.45861426 0.6405318 0.44338631 0.56902492 0.46858947] [ 0.60360168 0.58849579 0.48849044 0.44630777 0.51782556] [ 0.80882939 0.47683031 0.45557186 0.24967848 0.30330314] [ 0.39361575 0.62482991 0.37658526 0.84435955 0.42699276] [ 0.46545054 0.57888989 0.43583013 0.51648848 0.43463787] [ 0.4699203 0.55926939 0.52364494 0.46322556 0.46075568] [ 0.55133196 0.50965477 0.46635863 0.63847049 0.43935432] [ 0.44290734 0.60315686 0.35729726 0.54185708 0.41836517] [ 0.67681587 0.51747845 0.53629652 0.38296551 0.48815555] [ 0.56452467 0.41974155 0.49643281 0.64697675 0.37184118] [ 0.59037832 0.51081801 0.43726661 0.61735354 0.59765394] [ 0.3048872 0.56711022 0.50237728 0.75971631 0.63670856] [ 0.538908 0.47532066 0.41424594 0.50717957 0.47941071] [ 0.3061306 0.56585425 0.49142321 0.52953423 0.53638118] [ 0.73731063 0.38935159 0.50815387 0.33824101 0.4255138 ] [ 0.77392104 0.61822484 0.54240831 0.47912789 0.41018954] [ 0.79601437 0.41815869 0.34855243 0.29860523 0.30018163] [ 0.37745772 0.64913586 0.47414676 0.71906758 0.53406446] [ 0.55712664 0.63753334 0.34759618 0.48685563 0.48680607] [ 0.22646053 0.70079033 0.31450828 0.86933692 0.48307793] [ 0.32611151 0.57943647 0.34745562 0.86555511 0.42391477] [ 0.32841942 0.57545987 0.55062178 0.58593025 0.59083994] [ 0.32517696 0.54091345 0.48464664 0.59956932 0.39676683] [ 0.75302866 0.45568281 0.48716824 0.30144329 0.41838925] [ 0.37874651 0.64692438 0.37241277 0.58888758 0.54440899] [ 0.65912393 0.53302843 0.36632031 0.6663023 0.4502808 ] Progress: 43.7% ... Training loss: 0.506 ... Validation loss: 0.838[ 0.59078827 0.67261745 0.48808345 0.70514331 0.5224883 ] [ 0.43914125 0.62550273 0.61738856 0.63583034 0.58594122] [ 0.57582663 0.60942471 0.36179191 0.43284193 0.36763836] [ 0.76021892 0.53424325 0.63889776 0.45493731 0.33943873] [ 0.7776136 0.46343454 0.52928764 0.28971845 0.4143643 ] [ 0.62529153 0.51738873 0.44775568 0.70596026 0.34597712] [ 0.79163592 0.35190997 0.56364527 0.28961586 0.32484882] [ 0.63992865 0.53609218 0.53547087 0.64981401 0.38947306] [ 0.55466784 0.56216534 0.37888635 0.54456042 0.43856106] [ 0.40968745 0.67713656 0.42244919 0.65403061 0.4263998 ] [ 0.72028806 0.50199296 0.58934274 0.41837119 0.40644411] [ 0.58687892 0.59274612 0.47017465 0.60780691 0.52654714] [ 0.27444167 0.58376313 0.42722194 0.77480025 0.43148138] [ 0.76874245 0.48597756 0.50860698 0.24092165 0.39983519] [ 0.61290495 0.45341059 0.6014028 0.59296912 0.41047311] [ 0.49829361 0.53543091 0.53143943 0.80348933 0.54612226] [ 0.48794843 0.40893557 0.4029334 0.58790225 0.49010081] [ 0.52938203 0.65827181 0.33333427 0.40797607 0.38595899] [ 0.3834703 0.5302548 0.39715422 0.62679136 0.37881983] [ 0.4205526 0.59599519 0.50157592 0.47498707 0.36786861] [ 0.41313513 0.64875878 0.41993716 0.64233827 0.38881976] [ 0.42638496 0.58591152 0.50704248 0.72512471 0.55067242] [ 0.54016988 0.3261749 0.45246352 0.66784632 0.40169681] [ 0.71805205 0.45239006 0.4604435 0.21954745 0.46643491] [ 0.76569052 0.54353692 0.42329269 0.44286325 0.38062758] [ 0.47161401 0.50349438 0.50126323 0.76048466 0.47959515] [ 0.34771251 0.61670453 0.55243326 0.60025893 0.50351908] [ 0.44092074 0.5431157 0.36340468 0.49984673 0.41592657] [ 0.23163154 0.53541049 0.50798921 0.80710613 0.60796311] [ 0.52155242 0.62346631 0.48014165 0.4750732 0.42010568] [ 0.55170539 0.44027817 0.54948639 0.4256635 0.48740153] [ 0.25467818 0.4273994 0.45610183 0.85228626 0.66843852] [ 0.46420855 0.53269857 0.40359004 0.52313214 0.44543311] [ 0.71882604 0.51217179 0.49368969 0.29297742 0.41817107] [ 0.52996765 0.58956218 0.50254997 0.41586009 0.5254845 ] [ 0.49818742 0.51375997 0.39361295 0.45893638 0.47608899] [ 0.70547859 0.68427885 0.30256923 0.56968407 0.37781062] [ 0.74199613 0.29234405 0.61836177 0.22237216 0.36999604] [ 0.65510903 0.39286568 0.53882032 0.59259314 0.40002719] [ 0.43088242 0.56728485 0.39963737 0.6013728 0.51129125] [ 0.49943033 0.50491105 0.5718151 0.41677812 0.50214124] [ 0.4331884 0.56309756 0.49510515 0.69920921 0.62482272] [ 0.31281678 0.56054094 0.48880427 0.59585844 0.48010706] [ 0.66015167 0.50790633 0.31313561 0.51443705 0.4348018 ] [ 0.56564056 0.45694706 0.50922401 0.47014218 0.42754281] [ 0.71947002 0.45669507 0.67126429 0.41598049 0.41223636] [ 0.93105414 0.27719316 0.57273085 0.08522362 0.29978295] [ 0.41110671 0.56109092 0.40535919 0.59062142 0.43761424] [ 0.72802128 0.49589787 0.45503753 0.35936035 0.44837752] [ 0.494356 0.53534324 0.43563282 0.52904412 0.51077508] [ 0.22621982 0.57798751 0.41966841 0.67215466 0.53188454] [ 0.34548179 0.62914571 0.42887067 0.61309413 0.62268764] [ 0.40137451 0.40662346 0.54334139 0.6631553 0.42114286] [ 0.39112493 0.53611668 0.43875395 0.62743187 0.66397082] [ 0.3787385 0.53308194 0.53306656 0.78073255 0.52668712] [ 0.62224326 0.51679587 0.5173721 0.42504623 0.34825807] [ 0.41918252 0.47398274 0.48900635 0.75226791 0.49349619] [ 0.36864514 0.56516942 0.34791699 0.70382212 0.54286296] [ 0.70917773 0.4339197 0.54687145 0.53545632 0.31910756] [ 0.33979892 0.60791022 0.43036379 0.55962754 0.48180314] [ 0.80530055 0.46999878 0.50856026 0.32797392 0.36758864] [ 0.46064886 0.66009305 0.36598613 0.63007382 0.338191 ] [ 0.75535171 0.42673122 0.49958611 0.33775081 0.4232305 ] [ 0.48720041 0.52061853 0.56836673 0.48121723 0.55850994] [ 0.66331476 0.63612571 0.46668407 0.55083859 0.3569922 ] [ 0.75623046 0.40837742 0.5249357 0.24807354 0.34504806] [ 0.55587944 0.32467835 0.56803565 0.65324103 0.52790659] [ 0.56843462 0.5243513 0.56642726 0.54831319 0.47525796] [ 0.68976668 0.43743392 0.61955859 0.29514024 0.48998683] [ 0.44092074 0.5431157 0.36340468 0.49984673 0.41592657] [ 0.28824662 0.62203457 0.45440803 0.72974163 0.5487442 ] [ 0.59517286 0.53297631 0.42446972 0.47261088 0.46574537] [ 0.19823132 0.53119189 0.44589412 0.89304537 0.56565316] [ 0.47175919 0.52906116 0.40919762 0.3634039 0.4123811 ] [ 0.744656 0.33364623 0.46251421 0.35668888 0.49477274] [ 0.70760171 0.37600012 0.61671133 0.38053978 0.44776419] [ 0.43193202 0.53590263 0.40807364 0.5062107 0.45032243] [ 0.29313353 0.50622721 0.36732573 0.85608017 0.41916018] [ 0.42569529 0.59295653 0.42910017 0.62272385 0.38722958] [ 0.3553461 0.64654908 0.32982557 0.80653774 0.6621003 ] [ 0.30660409 0.75883914 0.31843395 0.76977227 0.4779878 ] [ 0.51555747 0.55866117 0.51090501 0.60377423 0.51985627] [ 0.51651725 0.44349209 0.57988036 0.57281391 0.3767797 ] [ 0.43562373 0.6394018 0.43802163 0.75614264 0.41372948] [ 0.72005949 0.37006333 0.37962191 0.48197728 0.26327601] [ 0.44170488 0.52081574 0.45318086 0.85370854 0.51441846] [ 0.77926077 0.35400276 0.48337956 0.28438632 0.55303719] [ 0.8848327 0.20327222 0.47972867 0.14521377 0.40548718] [ 0.52112179 0.58110519 0.41899914 0.45833671 0.54345608] [ 0.53627721 0.57696919 0.51806109 0.53729137 0.35316594] [ 0.3287927 0.48602858 0.42814587 0.82697227 0.54058996] [ 0.49864753 0.41258047 0.50643612 0.4177437 0.54126657] [ 0.46156262 0.61067465 0.30117577 0.67280918 0.39706957] [ 0.72085747 0.31027627 0.4425363 0.61222189 0.39239524] [ 0.70119917 0.55090333 0.47135862 0.46390789 0.44222564] [ 0.60996759 0.31883204 0.45877141 0.50455059 0.38356663] [ 0.44175169 0.5322381 0.33998713 0.56072467 0.51564201] [ 0.58481301 0.62885264 0.45158641 0.4042733 0.42345581] [ 0.7731309 0.4393119 0.53651232 0.28006523 0.38389018] [ 0.63653148 0.51667136 0.61782374 0.40474251 0.36905734] [ 0.59984162 0.41200063 0.55003503 0.34092139 0.53412777] [ 0.34476786 0.57736734 0.54924091 0.67060139 0.64801316] [ 0.42605811 0.6542726 0.40356727 0.84535335 0.49812636] [ 0.41926643 0.62534876 0.45413101 0.77771975 0.59438063] [ 0.38208603 0.51452807 0.43192055 0.59963214 0.58881123] [ 0.5173397 0.62118836 0.39378874 0.61015386 0.47232363] [ 0.59610463 0.518851 0.54871385 0.57875285 0.50556652] [ 0.59626523 0.43316423 0.44157393 0.34912259 0.46743982] [ 0.44687405 0.46589539 0.49729842 0.5122942 0.48686749] [ 0.43780747 0.57557477 0.46458627 0.83893387 0.58066682] [ 0.56146047 0.49740012 0.3661278 0.58496992 0.40424734] [ 0.4355946 0.45725238 0.57212099 0.73001335 0.52377203] [ 0.70932279 0.39380076 0.38171212 0.44939577 0.53024298] [ 0.30058231 0.56700507 0.54433461 0.77307195 0.42880241] [ 0.69220622 0.38735227 0.47451943 0.25837633 0.41617568] [ 0.68668361 0.32201933 0.55491341 0.45161396 0.362316 ] [ 0.72144718 0.35609368 0.60108635 0.60096192 0.29186625] [ 0.6826538 0.45715775 0.56163958 0.61463867 0.43510791] [ 0.59260563 0.4979089 0.45214892 0.37969188 0.55546113] [ 0.18181852 0.72883988 0.40270793 0.78855636 0.63020815] [ 0.52938203 0.65827181 0.33333427 0.40797607 0.38595899] [ 0.77240811 0.41707748 0.58504836 0.20707994 0.51585608] [ 0.19064274 0.63813263 0.44447013 0.880162 0.58484636] [ 0.43672939 0.40478898 0.56172112 0.4515005 0.56415566] [ 0.36032956 0.52979791 0.5137227 0.80797259 0.59625713] [ 0.49577577 0.55211684 0.49134303 0.50033849 0.42048455] [ 0.5730866 0.47828275 0.42235336 0.70769312 0.33379522] [ 0.65150494 0.49148451 0.32507477 0.4263476 0.39379265] Progress: 43.8% ... Training loss: 0.506 ... Validation loss: 0.838[ 0.29726009 0.48348575 0.44870037 0.77620004 0.45593691] [ 0.72309182 0.50620265 0.2861567 0.4414227 0.3203366 ] [ 0.45556978 0.66507639 0.50284407 0.49938627 0.4133803 ] [ 0.36905694 0.66218982 0.39923799 0.5120384 0.48340686] [ 0.89064626 0.43415598 0.51479861 0.24566435 0.36954368] [ 0.47572366 0.44845649 0.53220686 0.84965518 0.54723332] [ 0.78983799 0.55708065 0.38359599 0.35823701 0.31028728] [ 0.74989022 0.3525285 0.65698022 0.49536315 0.31092819] [ 0.37665344 0.68363757 0.46751924 0.76306053 0.60931617] [ 0.31912802 0.57815597 0.53972745 0.8763311 0.61453798] [ 0.40265355 0.68784024 0.47540775 0.65952793 0.37420388] [ 0.63608199 0.4932449 0.54504866 0.56610197 0.37302047] [ 0.71188097 0.56659017 0.62093398 0.42664396 0.42474544] [ 0.59658521 0.45261329 0.48262111 0.54559036 0.44212466] [ 0.45838823 0.62709979 0.41345821 0.51624661 0.47598802] [ 0.66018619 0.50041761 0.3454609 0.38745906 0.40820176] [ 0.52058887 0.48293045 0.51877417 0.54682947 0.44259498] [ 0.54058804 0.56592813 0.57256015 0.56773273 0.61433469] [ 0.76470491 0.34472745 0.47611812 0.24447474 0.37738764] [ 0.73971661 0.52365081 0.43630137 0.21628518 0.34542269] [ 0.59000241 0.45421898 0.62691478 0.63728652 0.46234745] [ 0.40788795 0.57767225 0.25574919 0.76674751 0.50533386] [ 0.58796893 0.43646473 0.52782435 0.54083249 0.40090668] [ 0.43415656 0.51323441 0.56458699 0.75170871 0.45900811] [ 0.3768181 0.4182383 0.42558463 0.6345285 0.64303497] [ 0.41602173 0.59774579 0.46294022 0.59833286 0.6917389 ] [ 0.640333 0.53594022 0.535545 0.64944101 0.38942202] [ 0.49326255 0.58003938 0.50889254 0.61157442 0.48413254] [ 0.87017081 0.44086468 0.57108407 0.25297048 0.28722203] [ 0.20128052 0.64569063 0.44214177 0.85842892 0.43906648] [ 0.65317066 0.38211918 0.59300622 0.18018063 0.42440111] [ 0.63120352 0.55007934 0.33596117 0.53128294 0.39811769] [ 0.58782786 0.48098492 0.5075974 0.63013414 0.3859458 ] [ 0.76235186 0.52850724 0.34397736 0.54384909 0.41999601] [ 0.26667059 0.56650535 0.46807115 0.69187613 0.54842099] [ 0.62754845 0.43125894 0.54562181 0.23926026 0.36827161] [ 0.38151383 0.70832975 0.23387058 0.82995358 0.47518113] [ 0.64607903 0.48384862 0.37661045 0.3790896 0.4025823 ] [ 0.47062194 0.44502758 0.47718418 0.46931071 0.53395218] [ 0.81868429 0.37377752 0.61615732 0.36479648 0.42891274] [ 0.56999539 0.5226239 0.4342888 0.44350022 0.4529367 ] [ 0.45162433 0.53499881 0.49826839 0.72044029 0.47475076] [ 0.74460461 0.4507809 0.55206395 0.35919522 0.46147966] [ 0.3557474 0.56710104 0.486063 0.73883983 0.5236434 ] [ 0.66792278 0.46346432 0.61984847 0.61944791 0.4562209 ] [ 0.42007089 0.60110284 0.33568363 0.6494667 0.28019084] [ 0.78759774 0.38285597 0.43125879 0.24472445 0.34021669] [ 0.33070231 0.62245129 0.3675084 0.46052349 0.42743773] [ 0.22862692 0.70015972 0.33349516 0.72610197 0.5631308 ] [ 0.67555302 0.47066843 0.40781352 0.5454741 0.42667544] [ 0.87043585 0.42220442 0.56320806 0.29563331 0.31475726] [ 0.28640902 0.57550544 0.38673271 0.82980768 0.52490056] [ 0.65152467 0.41633574 0.54776879 0.27673463 0.43601054] [ 0.41692039 0.49437661 0.58961384 0.75255204 0.34314322] [ 0.58465944 0.50089014 0.50642409 0.74209552 0.40935113] [ 0.46845393 0.57812766 0.51260034 0.78581974 0.57502998] [ 0.67089052 0.63298342 0.38256385 0.5834905 0.41383109] [ 0.70839993 0.49495771 0.46428037 0.29188022 0.30824213] [ 0.46595944 0.57018178 0.34008788 0.58155275 0.50418365] [ 0.86524478 0.37568928 0.44051352 0.24744073 0.4515819 ] [ 0.73547243 0.46601464 0.43990689 0.34745001 0.3978975 ] [ 0.34072763 0.67701216 0.31638567 0.66684174 0.39056578] [ 0.61247444 0.38740155 0.45764313 0.55078956 0.45212757] [ 0.36804694 0.55714302 0.47243906 0.59262812 0.58333478] [ 0.54548588 0.5492858 0.3999692 0.41958689 0.38252359] [ 0.60335833 0.54377553 0.47354181 0.40963361 0.39545606] [ 0.56728894 0.54862688 0.4529437 0.34468964 0.46269596] [ 0.62429522 0.63080211 0.36401781 0.47608694 0.44775341] [ 0.39938219 0.4937698 0.52019794 0.64105038 0.53946703] [ 0.58680544 0.66127671 0.41197889 0.63512527 0.44299106] [ 0.84203566 0.42032001 0.56748973 0.21527461 0.40574488] [ 0.46714578 0.39632463 0.50369421 0.79049488 0.46445382] [ 0.21812321 0.60638431 0.51518083 0.80998846 0.6115893 ] [ 0.54121419 0.56158748 0.41665108 0.67382021 0.56475718] [ 0.66131228 0.43959592 0.41531212 0.57418093 0.42828633] [ 0.71280851 0.35969513 0.57620686 0.11338932 0.51516599] [ 0.73100204 0.59743384 0.53460621 0.56244506 0.38772502] [ 0.39630626 0.62077843 0.26424049 0.76118927 0.46575857] [ 0.3736024 0.71994648 0.25227722 0.73724617 0.50069818] [ 0.64994399 0.4913813 0.51844037 0.44502205 0.40578143] [ 0.2082822 0.57916198 0.45939018 0.92157123 0.6813368 ] [ 0.2164859 0.55637491 0.43119703 0.85295981 0.53834223] [ 0.67642055 0.53595884 0.41146116 0.31510359 0.32957554] [ 0.70075326 0.36444748 0.7136482 0.2417132 0.481657 ] [ 0.70039704 0.32838452 0.56445148 0.3403026 0.50961265] [ 0.44974888 0.44083793 0.424675 0.79311147 0.50272721] [ 0.49810291 0.57006944 0.46605354 0.38764856 0.51148666] [ 0.79894304 0.45568075 0.39133848 0.36330491 0.30052496] [ 0.34704931 0.54004172 0.5360211 0.85248523 0.54845753] [ 0.50079562 0.40455509 0.43018306 0.74272934 0.48917056] [ 0.60987913 0.46949339 0.61013275 0.60857885 0.51615616] [ 0.43297423 0.38850536 0.4795079 0.69535085 0.45944708] [ 0.53326468 0.48749885 0.55017982 0.38061352 0.36533047] [ 0.49485554 0.5466496 0.45083888 0.43123279 0.52900148] [ 0.68608957 0.38128582 0.39032587 0.38821384 0.50747939] [ 0.46377345 0.64383555 0.33716447 0.6669456 0.4943867 ] [ 0.46697763 0.58679431 0.40979766 0.46427021 0.41104775] [ 0.51045685 0.64518322 0.37130756 0.70451176 0.57590887] [ 0.29610228 0.67466833 0.37016065 0.72132712 0.534454 ] [ 0.52496148 0.39458036 0.51400226 0.29848627 0.42776887] [ 0.82461362 0.33963987 0.55580962 0.25643713 0.4445461 ] [ 0.52760023 0.54259601 0.33285698 0.44987264 0.35165509] [ 0.69510164 0.39889292 0.54392681 0.72363697 0.4301247 ] [ 0.56334738 0.48352516 0.43143948 0.46843126 0.42516546] [ 0.66410135 0.53114823 0.55652501 0.54022463 0.37331025] [ 0.87686266 0.36351955 0.42299638 0.25195532 0.38397503] [ 0.48352249 0.48507924 0.37724004 0.55037715 0.50377565] [ 0.28806548 0.61151238 0.42110386 0.84832042 0.65873828] [ 0.6670805 0.41107911 0.55439247 0.58090409 0.26713906] [ 0.43427544 0.72424417 0.52820218 0.79437187 0.58209167] [ 0.14167215 0.63825627 0.41580432 0.6173332 0.65157977] [ 0.40971874 0.49897882 0.45508825 0.72421753 0.43098856] [ 0.49834818 0.46943744 0.44072132 0.56661513 0.57601837] [ 0.40227977 0.56039707 0.45030974 0.53579339 0.49555925] [ 0.74068905 0.4556034 0.54212614 0.23816564 0.47205958] [ 0.27444163 0.59609787 0.47908427 0.77737207 0.50742874] [ 0.68987248 0.42891783 0.47468935 0.46666438 0.39214177] [ 0.7114054 0.27914507 0.54947132 0.31279759 0.45575594] [ 0.57014782 0.41210074 0.66524783 0.35613401 0.51543253] [ 0.49838739 0.66564992 0.34996341 0.49802239 0.35946534] [ 0.71508875 0.40969541 0.4556161 0.17428273 0.38634862] [ 0.55594151 0.64379692 0.41005206 0.73236838 0.5163683 ] [ 0.60826583 0.66585404 0.47513137 0.52552848 0.49487987] [ 0.62581549 0.59913852 0.57317982 0.39631606 0.52725564] [ 0.39056483 0.48413768 0.60552544 0.69533791 0.59017119] [ 0.51116847 0.44225931 0.58568939 0.64194363 0.52651795] [ 0.5549187 0.50063354 0.40611941 0.44867072 0.48136214] [ 0.45464448 0.4960659 0.50294536 0.67814854 0.32936005] Progress: 43.8% ... Training loss: 0.506 ... Validation loss: 0.840[ 0.77263336 0.52454175 0.5595567 0.31986143 0.47640749] [ 0.24698451 0.58569881 0.37651064 0.87180913 0.64825526] [ 0.46154792 0.49740075 0.37433544 0.60463592 0.44157539] [ 0.63661409 0.56742267 0.37188917 0.37332803 0.36500318] [ 0.67763298 0.38791934 0.59235101 0.52826818 0.43023832] [ 0.63377836 0.40684924 0.51704453 0.56844389 0.36497373] [ 0.73009783 0.56794788 0.42656364 0.55048385 0.3936358 ] [ 0.28194999 0.60679975 0.54035982 0.8958538 0.50277265] [ 0.70429172 0.37718238 0.5412516 0.19628637 0.47349711] [ 0.48899288 0.46958528 0.37524962 0.59894445 0.48134483] [ 0.65048659 0.57584243 0.24474674 0.49975137 0.33492644] [ 0.15513718 0.49273475 0.41885022 0.88624254 0.59813704] [ 0.3333725 0.52905923 0.59346848 0.80460921 0.56861787] [ 0.81739885 0.39803218 0.32584041 0.15316241 0.24659895] [ 0.24179113 0.63052447 0.40829001 0.84246307 0.57653984] [ 0.39003626 0.51603938 0.37794524 0.56320064 0.45379778] [ 0.7183046 0.56985102 0.64986159 0.54487952 0.40260299] [ 0.46969286 0.55858674 0.49177865 0.60763232 0.54754487] [ 0.6337141 0.47969774 0.35104942 0.47356079 0.47407869] [ 0.55587889 0.47492195 0.42122296 0.39019145 0.44792306] [ 0.51877007 0.67292857 0.3891671 0.66931532 0.4197055 ] [ 0.38715789 0.62794475 0.36679928 0.6313892 0.46707495] [ 0.55431211 0.45288491 0.535288 0.43858648 0.5906159 ] [ 0.17253056 0.62267903 0.3585799 0.88009545 0.52228166] [ 0.45356749 0.60889223 0.36749176 0.58421861 0.32320002] [ 0.56187117 0.48682182 0.62670368 0.56542628 0.53940127] [ 0.53949681 0.43963482 0.52932927 0.52496138 0.34143302] [ 0.45036636 0.54211839 0.58167471 0.72617799 0.41790307] [ 0.15196142 0.66791923 0.47198015 0.88510408 0.41408435] [ 0.58861109 0.64002489 0.52923764 0.54426386 0.50684732] [ 0.27107257 0.40848656 0.45129099 0.63099382 0.54128629] [ 0.75093358 0.51062556 0.46241052 0.48976257 0.41695363] [ 0.55107294 0.53030373 0.49044273 0.54669282 0.63061337] [ 0.52479291 0.46451848 0.52039133 0.58876088 0.39804031] [ 0.58639729 0.41739211 0.49970767 0.360472 0.32028587] [ 0.51580499 0.50974274 0.48428144 0.34859776 0.58949362] [ 0.52507306 0.4916444 0.54454026 0.49725844 0.48496397] [ 0.32113907 0.53764672 0.43710313 0.76334963 0.6141118 ] [ 0.20039701 0.72529359 0.37261289 0.78023684 0.49188174] [ 0.72627928 0.42960703 0.42827007 0.29103061 0.39213952] [ 0.23977149 0.61401834 0.46599002 0.76979697 0.55849079] [ 0.54872303 0.58131591 0.43342146 0.54308464 0.36252762] [ 0.37243486 0.5154823 0.41550337 0.65995932 0.41772938] [ 0.59286744 0.59976906 0.45962549 0.37229965 0.56177091] [ 0.70248083 0.33530631 0.50203709 0.23671331 0.3448905 ] [ 0.19612299 0.66980568 0.40653451 0.59222888 0.47987557] [ 0.40733619 0.56815636 0.44260112 0.72194318 0.62880152] [ 0.36629441 0.53964447 0.57260311 0.7358953 0.41101286] [ 0.65170567 0.3383665 0.33871581 0.33124784 0.4161525 ] [ 0.58983722 0.47335444 0.52970581 0.4443269 0.55089835] [ 0.21308369 0.61920962 0.37305129 0.87090931 0.59665981] [ 0.29519613 0.67153072 0.44111944 0.74980694 0.49049821] [ 0.12389385 0.70380595 0.4261871 0.90576619 0.52500369] [ 0.63675574 0.51999329 0.50784174 0.43637334 0.48247587] [ 0.38697882 0.551131 0.48633037 0.65285139 0.4934163 ] [ 0.25836079 0.64868901 0.41926766 0.7558371 0.5346528 ] [ 0.7580322 0.47786884 0.36234569 0.26290484 0.34004538] [ 0.38209351 0.53196418 0.44867813 0.79654022 0.50354601] [ 0.61243807 0.45182701 0.49560113 0.38645848 0.39155027] [ 0.40456869 0.48222794 0.50839768 0.73059822 0.35816295] [ 0.79658868 0.38834496 0.48634026 0.33480503 0.4285892 ] [ 0.33363076 0.64202075 0.38565801 0.67957212 0.41080885] [ 0.21487782 0.65978665 0.3556995 0.82273922 0.5427597 ] [ 0.19099194 0.63809398 0.44448183 0.87995867 0.58485092] [ 0.67882114 0.32268203 0.51753109 0.52253118 0.37212536] [ 0.74487662 0.40670923 0.56954752 0.25074805 0.44413507] [ 0.45702396 0.43611839 0.40503972 0.58118462 0.65041465] [ 0.4477925 0.53954484 0.53980063 0.59493704 0.40368905] [ 0.44304745 0.59478574 0.59618999 0.60050674 0.55238826] [ 0.75672011 0.48823726 0.53866691 0.18133097 0.42039488] [ 0.56506085 0.44862245 0.39597327 0.47637994 0.35776416] [ 0.60428062 0.52049454 0.52275989 0.56409882 0.44450325] [ 0.58945598 0.39718264 0.69145804 0.55745652 0.504026 ] [ 0.21950441 0.52729502 0.38792805 0.76484633 0.52870955] [ 0.40924109 0.44821176 0.51283008 0.5565329 0.61373086] [ 0.53520819 0.41891412 0.56732634 0.55780642 0.55750455] [ 0.26350838 0.74261366 0.42386939 0.64341847 0.52706972] [ 0.52188844 0.61049221 0.5833748 0.4871882 0.41443386] [ 0.35809644 0.4755364 0.41270559 0.77865046 0.42205361] [ 0.34869028 0.6708687 0.29419826 0.67546148 0.51709463] [ 0.6600193 0.56978986 0.43462806 0.33966664 0.31700679] [ 0.35296709 0.58063004 0.4894544 0.5408081 0.50135385] [ 0.48950286 0.48122101 0.48887782 0.70658191 0.38435933] [ 0.66951139 0.46563839 0.51587781 0.54927631 0.37555871] [ 0.36852805 0.69958507 0.25434522 0.77524563 0.5756469 ] [ 0.46036255 0.54720417 0.45045076 0.63423045 0.4850582 ] [ 0.32949571 0.71074552 0.36362767 0.68824818 0.44532889] [ 0.65669488 0.48087654 0.38727669 0.2868355 0.36684053] [ 0.35809644 0.4755364 0.41270559 0.77865046 0.42205361] [ 0.6016012 0.61320397 0.56230582 0.63448162 0.37534919] [ 0.26970029 0.72331313 0.37775619 0.7699521 0.40726467] [ 0.66241603 0.52406558 0.53478093 0.39252651 0.44733494] [ 0.66200098 0.37549296 0.52856208 0.69770135 0.47041269] [ 0.74257938 0.44441854 0.62571795 0.25118081 0.52142059] [ 0.62886736 0.43447497 0.47014839 0.6636943 0.41518762] [ 0.70244037 0.41982557 0.5165718 0.50766371 0.42887239] [ 0.34897843 0.49721116 0.51726848 0.75759843 0.51089202] [ 0.74056121 0.46411062 0.59984364 0.53211709 0.40643436] [ 0.21003243 0.53706392 0.53729706 0.90171775 0.66357285] [ 0.74058403 0.43104044 0.39411174 0.2285159 0.27462406] [ 0.58176544 0.56941127 0.36578778 0.49812929 0.38560084] [ 0.50905697 0.40862979 0.45834124 0.69461703 0.36862956] [ 0.30923742 0.53398177 0.52660567 0.52327221 0.56724615] [ 0.64125567 0.46141203 0.53569769 0.6049056 0.35034685] [ 0.6011712 0.55043853 0.69029882 0.47235154 0.49059623] [ 0.71659485 0.45433451 0.62481564 0.36115588 0.43892999] [ 0.61854536 0.67728992 0.43387453 0.48583901 0.45518979] [ 0.19974058 0.53854665 0.41721425 0.90350202 0.51419456] [ 0.60302361 0.4159082 0.57655831 0.36114325 0.62615568] [ 0.58775248 0.54108829 0.42292104 0.62818744 0.4914822 ] [ 0.584867 0.48185537 0.60350872 0.26193362 0.37675167] [ 0.4534847 0.63274758 0.3779878 0.64415272 0.54793686] [ 0.57627632 0.47483778 0.37608361 0.3870058 0.3202131 ] [ 0.16547836 0.52390695 0.35124475 0.92417179 0.60453237] [ 0.61411887 0.53521441 0.43510503 0.50042384 0.54042541] [ 0.43268718 0.57433729 0.36991886 0.60288991 0.45502425] [ 0.22565722 0.49623449 0.48088786 0.82475459 0.52168358] [ 0.8211472 0.39272551 0.48844046 0.32435663 0.42665341] [ 0.71794911 0.46396538 0.45542325 0.45527976 0.4819391 ] [ 0.84201895 0.42040591 0.56745754 0.21528128 0.40576222] [ 0.7812871 0.52363126 0.56316638 0.36292986 0.41368948] [ 0.51254061 0.55399162 0.48106929 0.49038661 0.54915093] [ 0.74695982 0.44528224 0.45532179 0.27851413 0.34322747] [ 0.6005129 0.57440559 0.53768469 0.7003298 0.42545562] [ 0.79467189 0.31839789 0.57736693 0.3086739 0.46331953] [ 0.59069213 0.59404988 0.40224969 0.4560051 0.37217625] [ 0.78049875 0.48107816 0.51175931 0.37111228 0.35762807] [ 0.33382577 0.66836457 0.49279083 0.55890348 0.39726357] Progress: 43.9% ... Training loss: 0.505 ... Validation loss: 0.837[ 0.65879218 0.64961639 0.36546676 0.68732961 0.40278106] [ 0.13054286 0.59108436 0.45196106 0.90688614 0.5869995 ] [ 0.50592796 0.66706408 0.44033679 0.64935816 0.55271379] [ 0.76323171 0.41643861 0.5584588 0.27394598 0.32684865] [ 0.70127318 0.42799219 0.61059366 0.61536659 0.31438801] [ 0.60213139 0.57865419 0.54074894 0.39180788 0.46235455] [ 0.8483015 0.44944018 0.46857729 0.4026504 0.29961724] [ 0.64952221 0.57265363 0.47407314 0.41572959 0.43619668] [ 0.44916287 0.49596683 0.37187909 0.73071248 0.60388734] [ 0.1226809 0.60238659 0.46736365 0.85713853 0.53636291] [ 0.72614013 0.33065467 0.5230929 0.63514653 0.44111913] [ 0.80139564 0.37068473 0.48387921 0.35198089 0.44900624] [ 0.68078622 0.38432187 0.51155642 0.43493655 0.43021007] [ 0.40327816 0.58585213 0.53666459 0.55088619 0.55814155] [ 0.65709365 0.58205804 0.50973741 0.38991203 0.52619187] [ 0.5967918 0.46700292 0.54913611 0.58094129 0.32534674] [ 0.7396635 0.51030487 0.53469674 0.31252903 0.32699187] [ 0.83696901 0.36432898 0.52696465 0.18280408 0.42258891] [ 0.48682898 0.63737202 0.3490223 0.74074203 0.52924101] [ 0.48101963 0.52036638 0.48321328 0.83106585 0.41941944] [ 0.63029901 0.41159818 0.35092056 0.55799871 0.33921802] [ 0.45704754 0.70999938 0.43084359 0.75755427 0.53983945] [ 0.65328243 0.55421963 0.54472966 0.48995509 0.53434687] [ 0.61164927 0.44443467 0.54286873 0.5027757 0.521247 ] [ 0.67998887 0.41163203 0.54156953 0.55974911 0.32200002] [ 0.42732293 0.66485536 0.36345628 0.65864772 0.47513985] [ 0.60916928 0.55900855 0.40322716 0.481242 0.4536809 ] [ 0.42759242 0.48770479 0.48106111 0.51911437 0.56602938] [ 0.62621047 0.4078372 0.58491397 0.4126561 0.48025177] [ 0.31449866 0.50902028 0.56290609 0.64985364 0.45961627] [ 0.60555575 0.55994798 0.46458758 0.46511504 0.41578312] [ 0.58764456 0.39093577 0.38826506 0.39989074 0.43029065] [ 0.30575002 0.58707267 0.4057926 0.77765537 0.45676152] [ 0.48527248 0.66718951 0.29776958 0.6721606 0.48271344] [ 0.52120946 0.53166087 0.38028838 0.33357704 0.39349033] [ 0.37840992 0.60334644 0.36540374 0.66973109 0.36697865] [ 0.6136101 0.51897533 0.49477419 0.45080457 0.60748604] [ 0.60784234 0.52616171 0.4106001 0.5563831 0.48647764] [ 0.70776718 0.36933502 0.62364059 0.42989483 0.4615624 ] [ 0.35716869 0.64275282 0.4719693 0.64629959 0.5564877 ] [ 0.63984044 0.5235371 0.47001141 0.5581187 0.40469454] [ 0.15949301 0.61748829 0.42294723 0.87274424 0.45080267] [ 0.30762315 0.53497006 0.46380173 0.78465594 0.41198566] [ 0.69705961 0.48546551 0.56165428 0.34573905 0.52475677] [ 0.52002932 0.4416457 0.58062666 0.31817851 0.45858189] [ 0.56316554 0.57671434 0.56371964 0.48048231 0.40672238] [ 0.09968247 0.62365746 0.45886316 0.68912328 0.71073134] [ 0.8404985 0.37894372 0.55471242 0.19199091 0.37542547] [ 0.62507365 0.43509065 0.64851582 0.37310052 0.50769433] [ 0.58703844 0.57688666 0.57428629 0.52785045 0.37824032] [ 0.66627453 0.5732272 0.46559932 0.61212427 0.34585311] [ 0.6859275 0.38392957 0.58704257 0.32343117 0.37043363] [ 0.15883069 0.62315426 0.51368838 0.80483357 0.45625329] [ 0.46514878 0.46994035 0.56410698 0.68939322 0.41052335] [ 0.40183104 0.53495017 0.41304671 0.61573405 0.62192068] [ 0.44116887 0.45163779 0.41232723 0.55075038 0.52029009] [ 0.62222149 0.56376604 0.5090082 0.60366298 0.44606841] [ 0.45626741 0.53311963 0.4298306 0.69613836 0.65170306] [ 0.37971672 0.65285232 0.50012631 0.65122307 0.5446169 ] [ 0.28502404 0.67702924 0.34500269 0.7384709 0.49961535] [ 0.8240605 0.4941987 0.56849063 0.22921582 0.46985267] [ 0.68389797 0.62076697 0.41632536 0.4312932 0.49327084] [ 0.46003919 0.43351732 0.5504996 0.27006354 0.56810386] [ 0.74485304 0.41682411 0.59403711 0.65055934 0.37503374] [ 0.62015194 0.35502283 0.60470836 0.62053857 0.47190985] [ 0.47827636 0.55603061 0.32973666 0.48381347 0.4151629 ] [ 0.70509156 0.46731266 0.58121282 0.29648237 0.45444918] [ 0.42098586 0.6275893 0.50434518 0.56168118 0.50409162] [ 0.69681053 0.51361339 0.46789494 0.45436702 0.43166059] [ 0.43880465 0.54316515 0.53283438 0.54848668 0.44653205] [ 0.50034559 0.55168181 0.49136326 0.56479376 0.42655083] [ 0.46567701 0.68122886 0.29488483 0.41618843 0.45439454] [ 0.61698745 0.49362469 0.42729865 0.35866625 0.3885789 ] [ 0.66488853 0.55884036 0.36325036 0.377245 0.288474 ] [ 0.58066714 0.41758099 0.56450004 0.46541868 0.46301182] [ 0.34629152 0.51512717 0.48265647 0.74295455 0.39411721] [ 0.3598011 0.62099853 0.49481996 0.57579266 0.42304214] [ 0.26729947 0.55108512 0.44401904 0.68863073 0.5759299 ] [ 0.83719938 0.38163873 0.57867156 0.31299816 0.34088646] [ 0.42760405 0.6604752 0.49876541 0.53108859 0.47919459] [ 0.53638028 0.72681375 0.34029742 0.6591839 0.49701529] [ 0.67766906 0.46674941 0.55653296 0.43447401 0.45523378] [ 0.32749517 0.575312 0.58320484 0.66681179 0.59497666] [ 0.79546015 0.36269271 0.59140291 0.25973514 0.45889121] [ 0.19788789 0.56001288 0.47829377 0.78720045 0.47321118] [ 0.55026918 0.59389718 0.35820644 0.62565065 0.36256468] [ 0.69345089 0.42832967 0.61480059 0.64200405 0.43321508] [ 0.66898678 0.23498253 0.59285476 0.28849084 0.47770392] [ 0.63191826 0.57977692 0.39967098 0.68270055 0.34190296] [ 0.20923066 0.67653682 0.44821472 0.7665951 0.54821082] [ 0.54436437 0.48280807 0.56789552 0.52326807 0.60183094] [ 0.63003062 0.40195469 0.59373983 0.52877301 0.46804575] [ 0.65340123 0.37080894 0.43979872 0.45354008 0.51053258] [ 0.21378045 0.52724755 0.50064859 0.72271554 0.47701757] [ 0.77026999 0.32205999 0.67661852 0.20461077 0.4455924 ] [ 0.16386491 0.64836652 0.41266008 0.81465485 0.4783341 ] [ 0.56546826 0.62827155 0.45250714 0.49151894 0.45178917] [ 0.81498795 0.35752302 0.43483027 0.23307644 0.32022613] [ 0.76218482 0.53373265 0.44934062 0.43884458 0.28915685] [ 0.25394016 0.55301153 0.50640733 0.72535448 0.56875836] [ 0.3220266 0.55658886 0.52941006 0.69743852 0.37916634] [ 0.71887228 0.44450684 0.54291932 0.57917824 0.37642815] [ 0.6251186 0.50039966 0.59920647 0.34867596 0.56555038] [ 0.70550907 0.44514056 0.65604928 0.41927121 0.32915412] [ 0.84063544 0.49382987 0.57842494 0.24329072 0.45358202] [ 0.85273692 0.4325305 0.49228686 0.33896611 0.41169449] [ 0.77113061 0.34517584 0.38410146 0.17180864 0.36641978] [ 0.7519236 0.52339901 0.34917573 0.45849886 0.41325933] [ 0.69769972 0.37059675 0.47536708 0.26128088 0.33788479] [ 0.53396647 0.48555386 0.319255 0.49332659 0.45521769] [ 0.34584209 0.6255756 0.4478265 0.55578632 0.48718014] [ 0.44426866 0.45723438 0.51417672 0.65834984 0.58923098] [ 0.8039619 0.355071 0.52014644 0.28996925 0.39547365] [ 0.33221707 0.56110903 0.45837113 0.68760619 0.54199791] [ 0.92275219 0.34699498 0.47110177 0.19407557 0.3227141 ] [ 0.71438018 0.42132918 0.65557119 0.25805315 0.4910625 ] [ 0.73045418 0.4049667 0.40987967 0.16423421 0.35925158] [ 0.86176819 0.32769618 0.60248153 0.14640154 0.36364943] [ 0.45138555 0.56171478 0.38714427 0.72917741 0.60055917] [ 0.17698319 0.48068788 0.4120655 0.86774784 0.59229689] [ 0.55703802 0.48623892 0.62370181 0.34633795 0.5695349 ] [ 0.66511039 0.45136073 0.6371755 0.70185259 0.40383826] [ 0.80560241 0.46979264 0.50863662 0.32758733 0.36753475] [ 0.4941295 0.57070028 0.41658711 0.60963519 0.42414246] [ 0.51895126 0.44454461 0.54234288 0.57955065 0.41132538] [ 0.66435276 0.55299328 0.56045894 0.23854439 0.43848658] [ 0.60316126 0.43156489 0.35996102 0.50271818 0.49646266] [ 0.82580458 0.35197442 0.49415273 0.20742045 0.39402128] Progress: 43.9% ... Training loss: 0.505 ... Validation loss: 0.834[ 0.76759843 0.67362235 0.51589966 0.56224216 0.37617205] [ 0.59103814 0.35682099 0.54243948 0.5966864 0.31698279] [ 0.73207011 0.43534901 0.52561714 0.4119714 0.35720396] [ 0.17608777 0.52982993 0.40755968 0.89657125 0.45229369] [ 0.35780386 0.64795106 0.42342529 0.63213722 0.59787074] [ 0.48262492 0.49373969 0.53243771 0.52104708 0.48263071] [ 0.44860381 0.71085154 0.35527982 0.60822962 0.4309675 ] [ 0.49903912 0.51119168 0.42331903 0.29591246 0.49078022] [ 0.27213757 0.54876632 0.34102606 0.87145239 0.43483534] [ 0.72436022 0.41939774 0.47864288 0.31680192 0.45687965] [ 0.83642986 0.46895412 0.49752524 0.2655917 0.31933771] [ 0.45661223 0.56034273 0.42196916 0.85221383 0.53175204] [ 0.34571596 0.51857619 0.43867529 0.71582427 0.6229612 ] [ 0.70880352 0.55223968 0.51413956 0.54738812 0.44049366] [ 0.82356503 0.36678366 0.37791278 0.25082071 0.39532792] [ 0.76303486 0.351449 0.43006954 0.60404096 0.37686291] [ 0.86170182 0.32769299 0.60248445 0.14644207 0.36364196] [ 0.69438462 0.50087986 0.52386561 0.39446526 0.41905513] [ 0.41979779 0.5249648 0.47748729 0.66285418 0.39967904] [ 0.59954286 0.49122559 0.3546328 0.42549444 0.34251185] [ 0.09958209 0.69608444 0.53090022 0.78379133 0.57324934] [ 0.2254755 0.71316165 0.29728335 0.85249252 0.61003001] [ 0.59294687 0.51548557 0.40547472 0.38913199 0.30294199] [ 0.8697201 0.36589039 0.43841737 0.29898232 0.38340343] [ 0.76534862 0.42266744 0.3843501 0.30474912 0.43006817] [ 0.40757557 0.50701589 0.44107723 0.85062945 0.60236545] [ 0.42588442 0.42966535 0.44437956 0.6935555 0.6384716 ] [ 0.591767 0.58556313 0.46438593 0.54284867 0.50977966] [ 0.5011808 0.48376161 0.50948997 0.6261158 0.45095897] [ 0.68244753 0.39261796 0.52771867 0.68559988 0.40870929] [ 0.18816919 0.67108854 0.45290761 0.7493761 0.53049405] [ 0.42454624 0.5444771 0.39174475 0.54009614 0.46712085] [ 0.52107618 0.6286715 0.40095624 0.58553777 0.43687472] [ 0.67574254 0.54357804 0.42790149 0.43697702 0.42160396] [ 0.64645341 0.40983602 0.6823983 0.63289934 0.43475156] [ 0.66283274 0.55992067 0.46288273 0.50543547 0.42117249] [ 0.54742923 0.43152918 0.4759615 0.33805017 0.4903692 ] [ 0.63384998 0.49840161 0.4585532 0.5729457 0.43136717] [ 0.66739954 0.6485723 0.36801367 0.50366068 0.45469821] [ 0.41507574 0.5552248 0.40903567 0.76856025 0.47350685] [ 0.64128604 0.58657081 0.49541548 0.5305632 0.33944911] [ 0.30622436 0.62083424 0.42922247 0.54874706 0.49592345] [ 0.61715697 0.6832386 0.43025738 0.6022161 0.46064988] [ 0.52947375 0.45903743 0.46328966 0.68136127 0.42874669] [ 0.57151613 0.41452773 0.62090121 0.68204968 0.42954247] [ 0.84809842 0.4440415 0.51494404 0.23770969 0.45913899] [ 0.4030877 0.59661241 0.35763222 0.63044453 0.51289233] [ 0.48719169 0.51673024 0.57335262 0.47677623 0.42198743] [ 0.81217951 0.48622027 0.55779632 0.35278583 0.40400082] [ 0.30956631 0.57214646 0.52937023 0.78053172 0.39615046] [ 0.60279446 0.54441604 0.47325069 0.40985911 0.39569518] [ 0.8581131 0.45667743 0.49748564 0.30207582 0.39807874] [ 0.39471144 0.52991216 0.52649374 0.80204133 0.44621793] [ 0.76695693 0.31889701 0.48078701 0.40885155 0.34856691] [ 0.5777999 0.42671973 0.60825887 0.39744563 0.44306039] [ 0.28591953 0.55002542 0.47544888 0.6982567 0.40439985] [ 0.65996953 0.60736728 0.42631634 0.41726122 0.36910797] [ 0.5724494 0.5606939 0.34392246 0.53209205 0.41373343] [ 0.86339653 0.45300614 0.5991984 0.13694815 0.36912836] [ 0.55677648 0.44119559 0.45039142 0.56881315 0.38327882] [ 0.36265148 0.48442273 0.4779065 0.51231505 0.5435609 ] [ 0.64712348 0.53376083 0.47328645 0.35691211 0.3659645 ] [ 0.28966227 0.63290258 0.56061989 0.67391215 0.5545536 ] [ 0.30715566 0.53154695 0.41554967 0.71601216 0.45139948] [ 0.29063866 0.57586509 0.42349837 0.85948513 0.39173556] [ 0.48341524 0.4008474 0.43808199 0.43408542 0.58606223] [ 0.80663485 0.43472421 0.39850102 0.39347129 0.53899656] [ 0.38730124 0.53908651 0.54572279 0.80171338 0.47398742] [ 0.69611893 0.33496208 0.63810923 0.21768981 0.54462181] [ 0.38717324 0.51797434 0.66354465 0.73166906 0.54307002] [ 0.71787192 0.61859403 0.50060274 0.52377692 0.40830425] [ 0.77272972 0.42902927 0.51400379 0.31954289 0.4155209 ] [ 0.69085629 0.29130518 0.50900139 0.22871443 0.39227846] [ 0.69385329 0.38505816 0.595974 0.23648289 0.39668031] [ 0.79136012 0.46343397 0.59418023 0.32564185 0.45470659] [ 0.67032449 0.4561812 0.43223244 0.39277419 0.45097868] [ 0.69319205 0.41452642 0.67649156 0.32699747 0.48820023] [ 0.60756128 0.53679737 0.54670412 0.46542695 0.41002756] [ 0.48556279 0.68346148 0.4197287 0.56714472 0.44062133] [ 0.29707981 0.54614393 0.5217838 0.69212539 0.5429399 ] [ 0.58915178 0.62237377 0.4269179 0.66966557 0.35031298] [ 0.88827519 0.36302134 0.53147422 0.26950078 0.38229821] [ 0.56976614 0.53039361 0.35826777 0.63592358 0.4619776 ] [ 0.77534299 0.5822599 0.38949597 0.40571558 0.39422229] [ 0.75321162 0.49864786 0.48522866 0.30794225 0.37709406] [ 0.34173607 0.59513601 0.36328547 0.62828473 0.37441132] [ 0.18300418 0.76095035 0.44762426 0.74186133 0.54175083] [ 0.73546503 0.42202587 0.47585485 0.32444803 0.52830307] [ 0.78998379 0.36819884 0.4907741 0.3289998 0.38021093] [ 0.56673384 0.38767222 0.58874548 0.3571789 0.5399519 ] [ 0.46600674 0.62237077 0.41370628 0.51162098 0.35496828] [ 0.41493016 0.62796498 0.50943065 0.67209474 0.46489819] [ 0.37255224 0.59300866 0.33850344 0.69439757 0.31663155] [ 0.41662521 0.53328173 0.44356005 0.79181971 0.49860437] [ 0.73343192 0.45109878 0.59497781 0.46814559 0.43298993] [ 0.74718646 0.43062962 0.56704157 0.41194695 0.41408067] [ 0.44377746 0.62232976 0.4917011 0.60260103 0.56976512] [ 0.89295299 0.38052631 0.53067628 0.15730502 0.3481279 ] [ 0.69966931 0.55844993 0.27415195 0.48054487 0.38269938] [ 0.55584998 0.43334478 0.66597208 0.58871899 0.49255725] [ 0.63363312 0.41348564 0.46310581 0.49475932 0.3635876 ] [ 0.63813116 0.46641672 0.49529038 0.39830627 0.46778676] [ 0.74511956 0.33349416 0.46258522 0.35646046 0.49468225] [ 0.53687797 0.70647126 0.32502144 0.64478645 0.4486637 ] [ 0.42900834 0.49377319 0.51930182 0.73302373 0.44298321] [ 0.86879789 0.35326665 0.61241745 0.27418095 0.37776402] [ 0.81884341 0.46638107 0.5965859 0.27055793 0.37748635] [ 0.20197485 0.57307938 0.34753969 0.76763249 0.49385834] [ 0.57188642 0.48194549 0.57411223 0.37192595 0.64960625] [ 0.74221954 0.50955573 0.46674412 0.40285351 0.30494443] [ 0.27211979 0.66334708 0.34392481 0.75368689 0.46971021] [ 0.34462129 0.69413424 0.37106515 0.72355163 0.38166977] [ 0.17309356 0.56808779 0.38071277 0.89646497 0.63048928] [ 0.31118977 0.66384908 0.46276096 0.51180294 0.63769631] [ 0.15550734 0.70621255 0.32969145 0.71393843 0.52037511] [ 0.50117724 0.58242069 0.42364299 0.48233652 0.38304307] [ 0.8291138 0.40876212 0.4907509 0.35659183 0.43001543] [ 0.3719024 0.60569131 0.50246917 0.64663152 0.61228505] [ 0.42647172 0.58427441 0.40345468 0.58848287 0.35524349] [ 0.21721767 0.57222225 0.51925428 0.86951115 0.56569156] [ 0.69808434 0.42341209 0.37460452 0.32206181 0.41844543] [ 0.72344785 0.4501101 0.53002983 0.42142954 0.35883602] [ 0.46106382 0.6238955 0.35726493 0.53675999 0.47783312] [ 0.70376503 0.41611886 0.57128032 0.26200919 0.32289619] [ 0.42914227 0.46256325 0.48695505 0.68736629 0.43669411] [ 0.81497619 0.3703955 0.52723935 0.24066392 0.3271634 ] [ 0.66936983 0.41481163 0.46167934 0.22090707 0.29575887] [ 0.77579144 0.37568726 0.49555568 0.25518218 0.38774614] Progress: 44.0% ... Training loss: 0.505 ... Validation loss: 0.834[ 0.37763161 0.65665494 0.36103551 0.67761942 0.56182904] [ 0.39599328 0.51019288 0.42245691 0.44474852 0.59089148] [ 0.58822637 0.49512734 0.50074773 0.34812782 0.47470932] [ 0.25550303 0.70303458 0.2917463 0.76804137 0.56072423] [ 0.35002679 0.4719683 0.43561762 0.76231857 0.63967287] [ 0.33330319 0.52003772 0.54755435 0.70771453 0.34493784] [ 0.4657181 0.65007873 0.41927119 0.63261471 0.34221853] [ 0.45399649 0.57331587 0.5652363 0.48663765 0.41877604] [ 0.65127373 0.40675994 0.66502597 0.72000514 0.32745605] [ 0.74964401 0.55624421 0.4379393 0.35427666 0.40336051] [ 0.4824958 0.4331916 0.47589954 0.31298155 0.43865865] [ 0.34182433 0.69727457 0.42785072 0.66862007 0.39108239] [ 0.43882736 0.5228961 0.57342737 0.74039535 0.47494076] [ 0.56238459 0.47080383 0.39523597 0.53031428 0.5599711 ] [ 0.31635047 0.45083854 0.39874509 0.76430345 0.4231011 ] [ 0.56368888 0.40406805 0.45086373 0.71933633 0.38164378] [ 0.41890924 0.54854954 0.50922421 0.76875461 0.39510027] [ 0.61854625 0.67725854 0.43388647 0.48589114 0.45517566] [ 0.5994395 0.63920386 0.4285634 0.57161838 0.3681199 ] [ 0.42863038 0.50520916 0.51458489 0.71133337 0.53948248] [ 0.69009134 0.29170574 0.50879874 0.22912606 0.39244532] [ 0.3276651 0.42957121 0.48211366 0.858994 0.62763558] [ 0.76509736 0.31720675 0.59984458 0.21390899 0.39745708] [ 0.32723007 0.58849405 0.47006143 0.74021731 0.50958566] [ 0.49706161 0.44880249 0.47409 0.32941034 0.53207973] [ 0.21801235 0.52316292 0.47536415 0.82504002 0.5410487 ] [ 0.34202716 0.73520571 0.36043648 0.80972473 0.52674228] [ 0.57502492 0.44976138 0.54252785 0.36232534 0.54951507] [ 0.65127373 0.40675994 0.66502597 0.72000514 0.32745605] [ 0.65429079 0.50335039 0.55682843 0.24483473 0.44324076] [ 0.26501483 0.56677581 0.54216412 0.72029213 0.68835628] [ 0.6816863 0.39273062 0.47110192 0.62270416 0.32245419] [ 0.30032391 0.66928702 0.43445509 0.75352134 0.47996654] [ 0.5745369 0.48063217 0.55982412 0.44846691 0.49074746] [ 0.72292137 0.35566666 0.60125605 0.59953959 0.29176103] [ 0.52039761 0.54507665 0.56256211 0.61512861 0.42828154] [ 0.61491449 0.51998579 0.39213714 0.38044336 0.38490139] [ 0.2522338 0.59366596 0.47743176 0.7903977 0.54799061] [ 0.58277583 0.50609084 0.4919896 0.53570944 0.50267298] [ 0.41353473 0.53483008 0.51927307 0.7306174 0.52672461] [ 0.56885322 0.5634836 0.45171041 0.51585175 0.40943591] [ 0.28722183 0.51371408 0.44408636 0.85372997 0.5032113 ] [ 0.45941359 0.43809361 0.47856128 0.76741398 0.50873735] [ 0.72035774 0.36454398 0.60163698 0.38141181 0.42245069] [ 0.49272555 0.39470318 0.49239876 0.70448974 0.37700437] [ 0.72892985 0.47933408 0.44896767 0.37337839 0.37908351] [ 0.49575148 0.601202 0.41675596 0.72056929 0.44933058] [ 0.49722948 0.539828 0.53592125 0.34239706 0.63427859] [ 0.3902764 0.60678086 0.5962393 0.56039103 0.54536216] [ 0.2833858 0.46356543 0.44745064 0.77162198 0.54951975] [ 0.44595405 0.52123192 0.52850701 0.69007971 0.61103046] [ 0.3668649 0.58143487 0.35128537 0.63642204 0.49826083] [ 0.4340704 0.46447543 0.38500135 0.56941442 0.37171365] [ 0.57064408 0.44526588 0.51633105 0.62988067 0.50319765] [ 0.44568713 0.52730575 0.39107841 0.48624824 0.37869136] [ 0.74959317 0.46812903 0.49645064 0.27692042 0.49808185] [ 0.67996728 0.41953721 0.42750003 0.42522396 0.36110951] [ 0.67260853 0.46380824 0.38121544 0.26810845 0.33488345] [ 0.75004535 0.52190465 0.55082345 0.21209812 0.5560549 ] [ 0.6600295 0.53267378 0.28908258 0.42937463 0.33165113] [ 0.74703125 0.55742817 0.44887286 0.35768623 0.32520286] [ 0.62533297 0.55689667 0.65179693 0.48163531 0.50890794] [ 0.56363427 0.55599685 0.40639162 0.3300752 0.39498052] [ 0.24676009 0.56395883 0.31654417 0.82563322 0.42541467] [ 0.73732033 0.50029185 0.36310814 0.55307085 0.43686045] [ 0.32728903 0.63847017 0.39177435 0.63342493 0.47665339] [ 0.68836432 0.47910192 0.37608311 0.26984821 0.29386526] [ 0.46544305 0.60682053 0.3972296 0.53664903 0.44323419] [ 0.43455721 0.59831114 0.26610924 0.65402862 0.43907692] [ 0.82913867 0.55377991 0.4777969 0.38057393 0.42196168] [ 0.45687104 0.46565858 0.53547582 0.62310252 0.50625189] [ 0.45285025 0.50352024 0.57738728 0.67332904 0.49841163] [ 0.43498088 0.44100009 0.46944214 0.45355591 0.70411863] [ 0.22843676 0.70985073 0.30230121 0.7855507 0.51267935] [ 0.27369968 0.63330633 0.50462097 0.80436473 0.4734222 ] [ 0.71895736 0.33162825 0.52108407 0.67869426 0.36536628] [ 0.53351775 0.59677797 0.45206456 0.57822939 0.50674111] [ 0.35079707 0.64487965 0.37390198 0.56542853 0.52796654] [ 0.63699042 0.58068234 0.37018273 0.5390055 0.34904599] [ 0.70675897 0.54738833 0.41244447 0.54303927 0.49967472] [ 0.57457711 0.55912168 0.44417445 0.51102202 0.47725275] [ 0.71595918 0.46794684 0.40417278 0.26367471 0.31131943] [ 0.57967964 0.61586889 0.34255444 0.43813442 0.35527472] [ 0.72083271 0.51889428 0.40993796 0.28438435 0.30258638] [ 0.44718088 0.49143768 0.45710678 0.72425954 0.5474938 ] [ 0.88160979 0.28236897 0.66527165 0.13741776 0.42609077] [ 0.57702135 0.59301478 0.53000275 0.38914797 0.53027843] [ 0.83464531 0.36803065 0.5612992 0.16814277 0.39087038] [ 0.42562275 0.60769607 0.54130425 0.59478816 0.65696886] [ 0.48662022 0.64365436 0.35517534 0.5416013 0.45879462] [ 0.42477227 0.54438051 0.39177635 0.53993375 0.467105 ] [ 0.54597831 0.38047847 0.66780802 0.6118746 0.50896407] [ 0.24126442 0.57374148 0.34880019 0.83591288 0.44834164] [ 0.77765077 0.50569727 0.60668079 0.21417914 0.48263441] [ 0.65966049 0.51614822 0.45220372 0.45263892 0.47609976] [ 0.29934416 0.48426276 0.42293824 0.80958028 0.42764475] [ 0.52320446 0.58935322 0.64960173 0.4019248 0.57528872] [ 0.670795 0.49616141 0.63173459 0.41809348 0.45472209] [ 0.77894485 0.53850139 0.4576223 0.27689788 0.49921301] [ 0.36896747 0.63376967 0.42360236 0.6604904 0.51633722] [ 0.50562806 0.67281787 0.34881619 0.52151044 0.39315903] [ 0.20760264 0.69163117 0.33616571 0.8478338 0.37781773] [ 0.46758996 0.55073966 0.53814092 0.47738273 0.5802084 ] [ 0.23652794 0.44650758 0.49558698 0.90839713 0.65779335] [ 0.40229654 0.42283837 0.46897926 0.65021693 0.33856278] [ 0.38733706 0.5107441 0.45593223 0.65891093 0.384748 ] [ 0.33177805 0.61071592 0.50676951 0.82616474 0.47020139] [ 0.63213666 0.46051354 0.48342823 0.62889582 0.3136041 ] [ 0.78881158 0.4651383 0.57692864 0.42615913 0.43030163] [ 0.60202707 0.41218667 0.69102087 0.49868168 0.43824409] [ 0.7069244 0.4453176 0.30917915 0.31735378 0.33584385] [ 0.43158493 0.70970228 0.2708748 0.58039153 0.43733489] [ 0.48660107 0.48513115 0.46627906 0.63622005 0.42575217] [ 0.31579367 0.53597061 0.47498065 0.80578219 0.53613258] [ 0.89984677 0.29945507 0.54371439 0.14439474 0.31188227] [ 0.51751443 0.44608017 0.40259783 0.57469129 0.45021185] [ 0.4391021 0.59740947 0.38814085 0.3924278 0.41206211] [ 0.3236389 0.44064961 0.38872347 0.78292675 0.44839128] [ 0.85568764 0.35943108 0.56495498 0.25048617 0.38341666] [ 0.77268395 0.41753226 0.50289959 0.33332683 0.4638313 ] [ 0.47516519 0.52277604 0.55555094 0.28892441 0.5500786 ] [ 0.68316899 0.43420681 0.59458922 0.44214849 0.42345647] [ 0.42772458 0.55415541 0.43063142 0.53490401 0.39834263] [ 0.80380246 0.45994529 0.4489771 0.25105618 0.4201334 ] [ 0.41358395 0.47536038 0.56526298 0.67671423 0.54029208] [ 0.29045842 0.57958863 0.55686093 0.79155644 0.54739654] [ 0.59663975 0.42104647 0.50896342 0.54923089 0.4228708 ] [ 0.52413031 0.40873818 0.37042858 0.44299723 0.47351152] Progress: 44.0% ... Training loss: 0.504 ... Validation loss: 0.831[ 0.89698683 0.31052319 0.52844285 0.13634686 0.38186783] [ 0.50444947 0.52213749 0.44476703 0.60131273 0.41164607] [ 0.58587395 0.47722447 0.46306827 0.48506486 0.59753625] [ 0.62071786 0.44652468 0.50318735 0.41238437 0.41304756] [ 0.32649326 0.71486141 0.2501194 0.82878088 0.52917955] [ 0.76116274 0.63221617 0.38607889 0.5806021 0.41809002] [ 0.62993838 0.54479091 0.32746576 0.44881156 0.38442398] [ 0.54363151 0.52479135 0.49859659 0.61722972 0.40566702] [ 0.79929286 0.37414575 0.49380688 0.39109684 0.45224407] [ 0.16895336 0.56325323 0.46689617 0.83391627 0.64829121] [ 0.82258371 0.45827569 0.45871861 0.24217965 0.30267113] [ 0.44306987 0.55195296 0.4222028 0.82904886 0.45105124] [ 0.59771414 0.38534616 0.48946004 0.47774025 0.44651907] [ 0.67964957 0.43347258 0.64271136 0.68399125 0.3935994 ] [ 0.22855503 0.50113663 0.38758434 0.68933625 0.54860034] [ 0.83539664 0.5126011 0.42364516 0.30108912 0.37592333] [ 0.34398818 0.51152073 0.44867365 0.6799348 0.39265695] [ 0.31987817 0.52144026 0.48130017 0.60975951 0.55621611] [ 0.71366763 0.43390823 0.58841001 0.42749821 0.37817249] [ 0.72914382 0.56435212 0.56046809 0.45797811 0.47153083] [ 0.54363151 0.52479135 0.49859659 0.61722972 0.40566702] [ 0.668375 0.50148305 0.51123139 0.39011177 0.42846443] [ 0.53787814 0.50195906 0.52561339 0.44030359 0.34764585] [ 0.21377846 0.60269478 0.48135199 0.72022376 0.49532288] [ 0.56897819 0.63967303 0.38547703 0.61486222 0.49020086] [ 0.5043954 0.5184312 0.51686201 0.6817661 0.35355881] [ 0.32887569 0.58097328 0.47004054 0.55340753 0.40853956] [ 0.58572907 0.30252491 0.57830231 0.2663091 0.51535152] [ 0.80609636 0.37359241 0.54146718 0.18336416 0.29218863] [ 0.2418919 0.65848394 0.39867613 0.87573693 0.44545397] [ 0.36290641 0.54767195 0.48454733 0.75954253 0.49093738] [ 0.18096535 0.70717284 0.38390594 0.78707442 0.59941619] [ 0.2119716 0.68819999 0.45818171 0.65184631 0.5103016 ] [ 0.38538742 0.55220511 0.48585923 0.65368091 0.49382107] [ 0.43782918 0.5909418 0.41568653 0.6097261 0.47866579] [ 0.46805107 0.59374611 0.43751819 0.74332865 0.59915374] [ 0.41452309 0.59900038 0.46235925 0.59926009 0.69217968] [ 0.74798321 0.46607858 0.39996766 0.2196499 0.31999221] [ 0.24490652 0.61123228 0.42557114 0.82551667 0.62691169] [ 0.51224416 0.4527159 0.54590758 0.76776485 0.58271151] [ 0.59084013 0.51377168 0.48025194 0.33970108 0.49275213] [ 0.70636236 0.45933141 0.48211336 0.38981965 0.31888229] [ 0.71462157 0.52143318 0.46692735 0.35606804 0.52263337] [ 0.39897268 0.62447841 0.21496066 0.71301398 0.46951377] [ 0.62149868 0.38087455 0.4942584 0.37130325 0.49643495] [ 0.77803792 0.54251072 0.40746904 0.21319441 0.39095464] [ 0.50756083 0.65477904 0.33236413 0.5641172 0.27452028] [ 0.38397306 0.56526821 0.45474032 0.74033389 0.36249221] [ 0.59231258 0.5132524 0.58926864 0.39555623 0.49714405] [ 0.48491489 0.53925612 0.60347727 0.5072185 0.41619431] [ 0.56049547 0.42398321 0.49370707 0.57152787 0.37255401] [ 0.44614965 0.49197783 0.45688716 0.72460204 0.54770126] [ 0.61235813 0.39441853 0.61228333 0.40159316 0.38252695] [ 0.9104457 0.35231808 0.61186212 0.12528837 0.29419932] [ 0.268727 0.73290975 0.41891873 0.75659665 0.41626589] [ 0.74434462 0.31210639 0.47618351 0.30302971 0.45655975] [ 0.73259672 0.44405266 0.417739 0.41016896 0.39052279] [ 0.73993182 0.52769689 0.54072242 0.26085865 0.40156174] [ 0.69251516 0.66937844 0.34088793 0.59125965 0.49346735] [ 0.48810233 0.39047342 0.55275893 0.51765623 0.38323297] [ 0.44915387 0.64478693 0.42078367 0.52642317 0.52787745] [ 0.80068194 0.50310202 0.55586223 0.28739811 0.40932163] [ 0.68812435 0.35844875 0.57208476 0.24433469 0.41424738] [ 0.63325846 0.38797249 0.63830875 0.609528 0.46779202] [ 0.27270451 0.55578758 0.37726069 0.72131879 0.48830006] [ 0.26114561 0.55506652 0.49264124 0.63781067 0.61784548] [ 0.57555761 0.41464567 0.47207862 0.61399715 0.49496001] [ 0.49272006 0.442849 0.45032198 0.59981402 0.54352752] [ 0.32703679 0.68700072 0.33356852 0.75798139 0.40870388] [ 0.75671081 0.44277151 0.68141598 0.34662568 0.36199825] [ 0.65513517 0.6233971 0.48875552 0.58133035 0.32041927] [ 0.30186568 0.56800772 0.48328662 0.86736656 0.61819909] [ 0.55038946 0.43807559 0.5501995 0.66548706 0.41315805] [ 0.53724896 0.40105525 0.52897582 0.53137127 0.44642672] [ 0.69884719 0.4557141 0.50329321 0.19901726 0.44734268] [ 0.34379803 0.74013658 0.34731052 0.73493624 0.56456188] [ 0.61010747 0.5563166 0.39928187 0.4058503 0.38033346] [ 0.50152911 0.37919188 0.53887574 0.64423258 0.38843361] [ 0.56507397 0.51383914 0.4248549 0.47940788 0.43952836] [ 0.54581327 0.46179754 0.45328009 0.42339653 0.3264594 ] [ 0.50025206 0.49217138 0.4767202 0.53701301 0.57324494] [ 0.25167035 0.56155612 0.50185725 0.81957873 0.49211828] [ 0.58509149 0.56659213 0.38400466 0.36040873 0.36670404] [ 0.37647569 0.49499266 0.61771373 0.68873857 0.58503706] [ 0.78683007 0.37497067 0.54423071 0.15168418 0.42912872] [ 0.43736281 0.5766864 0.46405455 0.83872876 0.58117619] [ 0.39800724 0.56946996 0.41493993 0.57624968 0.58543428] [ 0.29741511 0.69216268 0.39661968 0.71054101 0.46723984] [ 0.73194126 0.39498197 0.56278184 0.39998033 0.33943877] [ 0.52739401 0.59513233 0.56724473 0.61482892 0.51180599] [ 0.53258837 0.48652977 0.31889062 0.4940987 0.45559269] [ 0.58860116 0.4741068 0.52938523 0.44506725 0.55116423] [ 0.58702079 0.53556918 0.49176736 0.39459261 0.54360278] [ 0.40071441 0.56175743 0.44969007 0.53675007 0.49611297] [ 0.65788374 0.55950185 0.36412004 0.58055352 0.28894521] [ 0.31021481 0.64442718 0.39678881 0.50827324 0.42985504] [ 0.71609204 0.43527986 0.39425085 0.31942609 0.34406147] [ 0.70700567 0.36611793 0.54030442 0.50640558 0.37878783] [ 0.59419182 0.45311768 0.55792528 0.60110888 0.31645319] [ 0.46369475 0.67330085 0.38012202 0.77042655 0.42399828] [ 0.79266116 0.36446199 0.53254023 0.24942396 0.47219978] [ 0.51216967 0.40520193 0.41245932 0.54181472 0.5755708 ] [ 0.59487197 0.43644742 0.50551131 0.56792033 0.62633028] [ 0.32838633 0.63055666 0.58419914 0.69326084 0.64926033] [ 0.80773137 0.51229668 0.54412017 0.28269465 0.31525963] [ 0.88486848 0.39278627 0.54435848 0.22053632 0.28189086] [ 0.51211017 0.52605278 0.51891735 0.41946672 0.56642537] [ 0.66538741 0.53984528 0.5029537 0.2491513 0.34792523] [ 0.60092855 0.45937477 0.50448079 0.37612243 0.43066917] [ 0.80337326 0.47685955 0.49977147 0.24533561 0.43455459] [ 0.42323831 0.58632402 0.38737285 0.56994396 0.37116242] [ 0.81327784 0.39222077 0.61859631 0.22086706 0.42797077] [ 0.727 0.50450649 0.55030608 0.46513258 0.42738008] [ 0.25467442 0.5788793 0.50544177 0.78307813 0.61466312] [ 0.30466086 0.66299171 0.4693738 0.73831884 0.35401635] [ 0.52580809 0.51597607 0.42110871 0.66447673 0.29002991] [ 0.81485223 0.36838389 0.59595451 0.35667754 0.35356588] [ 0.53727302 0.51434262 0.47347788 0.68495349 0.38189043] [ 0.34687374 0.60180012 0.30566646 0.71705281 0.49380863] [ 0.80139374 0.42711627 0.55814346 0.27417899 0.33076758] [ 0.24191229 0.58475682 0.45037895 0.82104655 0.48217725] [ 0.51173358 0.45100012 0.3944557 0.60244622 0.37572101] [ 0.11241625 0.69959378 0.42906946 0.85522508 0.67509725] [ 0.56897819 0.63967303 0.38547703 0.61486222 0.49020086] [ 0.74317463 0.45310982 0.52387198 0.28679156 0.38442225] [ 0.71792347 0.49009463 0.52326275 0.45801094 0.3583564 ] [ 0.53053959 0.41367263 0.54556779 0.39277192 0.44420357] [ 0.77014057 0.35987356 0.53590342 0.52128809 0.32927101] Progress: 44.0% ... Training loss: 0.504 ... Validation loss: 0.828[ 0.43747958 0.54379945 0.32967736 0.54234916 0.46712541] [ 0.48324744 0.54350613 0.59108122 0.60787209 0.55929371] [ 0.79616741 0.39268761 0.57421383 0.17250323 0.42890993] [ 0.70100055 0.47477267 0.50429822 0.69365536 0.44152087] [ 0.40220778 0.51038173 0.38838411 0.66269289 0.595619 ] [ 0.55918956 0.53748635 0.4560222 0.69366065 0.3547805 ] [ 0.71056012 0.35148017 0.5167281 0.25921933 0.3877944 ] [ 0.62667633 0.51757003 0.43755687 0.42855458 0.30652577] [ 0.52499333 0.4678254 0.45322865 0.52550077 0.38892152] [ 0.84795279 0.33842017 0.53796993 0.12960248 0.38345865] [ 0.55699772 0.43075355 0.52630499 0.58934667 0.42508744] [ 0.5675426 0.53159884 0.35779748 0.63687582 0.46246941] [ 0.66883295 0.35782514 0.54373887 0.29975857 0.49749003] [ 0.72624845 0.44624696 0.54939876 0.20977579 0.54701815] [ 0.47585497 0.56219811 0.37971262 0.58355687 0.5257193 ] [ 0.18206587 0.70055645 0.36910118 0.83056241 0.59365256] [ 0.66736447 0.54258766 0.51323137 0.47833229 0.38047291] [ 0.41797801 0.53411452 0.51097697 0.46593409 0.43863355] [ 0.62870391 0.48701627 0.4427248 0.52759986 0.58088137] [ 0.54945001 0.53291719 0.55354306 0.40261189 0.55155444] [ 0.61126595 0.40448415 0.59447446 0.59511421 0.46041767] [ 0.34158411 0.48775433 0.59839805 0.65680324 0.60939231] [ 0.67594674 0.43164738 0.51816364 0.33695459 0.49647017] [ 0.60190966 0.48224937 0.5076369 0.46187304 0.43185858] [ 0.51925592 0.67545691 0.34579274 0.51176554 0.3566539 ] [ 0.79291095 0.34949187 0.57097306 0.19593503 0.47768243] [ 0.8463741 0.4846962 0.51402674 0.2945265 0.41521507] [ 0.63428522 0.43119611 0.39594508 0.42356189 0.32688453] [ 0.67363216 0.49943296 0.62651299 0.34059568 0.51343559] [ 0.82040429 0.43293576 0.35527408 0.3109998 0.36406863] [ 0.56916982 0.45499209 0.52993268 0.50385397 0.43995134] [ 0.64047529 0.58698968 0.49522004 0.53094337 0.33959792] [ 0.6753375 0.37255703 0.55003337 0.4017479 0.46459608] [ 0.25684016 0.47058811 0.4118898 0.77311864 0.45602873] [ 0.53303982 0.51908937 0.50281467 0.39070803 0.48616904] [ 0.55675432 0.42357839 0.54092989 0.74498724 0.48644531] [ 0.71268518 0.41889981 0.35767134 0.42828788 0.39690397] [ 0.41136191 0.55699426 0.44213904 0.52739624 0.53303554] [ 0.73940753 0.40581574 0.46893936 0.28765642 0.27806018] [ 0.1814166 0.68974295 0.29982058 0.76661961 0.53273741] [ 0.61968638 0.55080175 0.47017796 0.80159505 0.50741889] [ 0.55536765 0.63483213 0.4511972 0.53407191 0.49672172] [ 0.46541497 0.47901563 0.5144237 0.64754876 0.42394048] [ 0.6929956 0.41476559 0.6763818 0.32718489 0.48829225] [ 0.27122274 0.43607631 0.39735949 0.72178194 0.52166366] [ 0.30679694 0.4466345 0.56090249 0.49392142 0.69436374] [ 0.23410839 0.62054099 0.45903393 0.50857047 0.49807888] [ 0.42240062 0.57581811 0.57915846 0.56378096 0.63459247] [ 0.6111461 0.65012205 0.54028858 0.56362995 0.39654875] [ 0.41318452 0.54289058 0.47106358 0.61707923 0.6088856 ] [ 0.85429422 0.43100849 0.49110886 0.20306516 0.41442361] [ 0.79546376 0.36274423 0.59138035 0.25984026 0.45889128] [ 0.57576637 0.5305151 0.54649732 0.48467209 0.43519674] [ 0.76446754 0.49666471 0.28198768 0.48968572 0.35090429] [ 0.4470021 0.5189996 0.42540361 0.63584772 0.63165675] [ 0.52389915 0.59349264 0.484272 0.598032 0.37668119] [ 0.75109308 0.44379538 0.53024952 0.5206007 0.35003434] [ 0.4095591 0.61516446 0.36941614 0.88705775 0.46571451] [ 0.680263 0.34588758 0.69690187 0.60073052 0.39623795] [ 0.21470042 0.59708844 0.48359593 0.80860881 0.53055589] [ 0.34047295 0.69793558 0.42751626 0.66916763 0.39138121] [ 0.71967046 0.3388744 0.49232142 0.38896322 0.36527105] [ 0.18379063 0.63701179 0.43802899 0.76039702 0.54347134] [ 0.54163387 0.4837894 0.52788718 0.35096751 0.47599555] [ 0.68534927 0.49861336 0.51560517 0.28121475 0.41364896] [ 0.3466481 0.51749803 0.48398911 0.76916385 0.47500084] [ 0.69300895 0.37994571 0.57612329 0.35241837 0.47986233] [ 0.19220051 0.55538482 0.4016739 0.90735669 0.52278876] [ 0.56382431 0.59024507 0.55246276 0.69795389 0.53408718] [ 0.68039201 0.44682615 0.56461247 0.28045944 0.38392281] [ 0.30306241 0.60885237 0.54069656 0.80377261 0.62573006] [ 0.26808762 0.53583259 0.29605743 0.82692639 0.52243377] [ 0.70825673 0.50006515 0.66985255 0.45629389 0.43098519] [ 0.66471866 0.54054295 0.25567674 0.41562616 0.38927282] [ 0.84808311 0.44413124 0.51490888 0.23778035 0.45916275] [ 0.74623371 0.44572998 0.45514748 0.27889636 0.34336498] [ 0.6080669 0.71827853 0.46216696 0.61368315 0.40540182] [ 0.79153066 0.50441269 0.55584894 0.49178829 0.33715112] [ 0.36884464 0.60961118 0.41544925 0.50419494 0.48869033] [ 0.60131494 0.57053676 0.40722437 0.41443569 0.40745132] [ 0.42263244 0.54908655 0.3915066 0.39240045 0.46417882] [ 0.15160289 0.54628653 0.33759826 0.8740082 0.60162851] [ 0.65866887 0.54353232 0.49864289 0.37206347 0.40313559] [ 0.45544369 0.4364942 0.57062527 0.60695662 0.45817346] [ 0.77929875 0.38620383 0.60160131 0.23647257 0.47164055] [ 0.29717662 0.48563424 0.42236303 0.81020113 0.42818301] [ 0.72833232 0.47678252 0.61611784 0.27917781 0.43970291] [ 0.55087505 0.3019552 0.47989205 0.66684244 0.33415727] [ 0.61775979 0.37777887 0.476663 0.29136763 0.34891862] [ 0.71459815 0.58268672 0.55858272 0.3279309 0.54292694] [ 0.62868431 0.41271866 0.35046983 0.55888412 0.33962172] [ 0.53716818 0.48862125 0.44610963 0.71834212 0.3397599 ] [ 0.43423227 0.44375727 0.6080654 0.45749382 0.49798741] [ 0.65500909 0.53880095 0.30649235 0.40574572 0.35893948] [ 0.72182948 0.57515938 0.36451116 0.71418592 0.46492897] [ 0.71911036 0.54589095 0.52102601 0.43550133 0.44586729] [ 0.42899777 0.69951229 0.36031067 0.81793646 0.54988609] [ 0.84950228 0.37406731 0.58268002 0.26522591 0.38939589] [ 0.3175671 0.52956715 0.56657899 0.7370624 0.53573994] [ 0.69775134 0.55944994 0.27380407 0.48111372 0.38311338] [ 0.34460075 0.70283017 0.26283468 0.74826813 0.50329607] [ 0.19816244 0.63698882 0.33319293 0.84817068 0.49851867] [ 0.72412627 0.44457934 0.46058196 0.22123153 0.39674324] [ 0.57316302 0.43928058 0.50819496 0.49105519 0.48472044] [ 0.5914573 0.5857582 0.46428546 0.54290844 0.5098744 ] [ 0.34350526 0.60685007 0.48708846 0.7949295 0.63066996] [ 0.67422954 0.54446792 0.42754044 0.43795817 0.42193353] [ 0.39456916 0.58524848 0.47344145 0.61982086 0.55897079] [ 0.48876226 0.40844167 0.48510358 0.78357134 0.38905646] [ 0.90035933 0.29890906 0.54399706 0.14415363 0.3116429 ] [ 0.33491779 0.53290184 0.46923209 0.78205142 0.49895138] [ 0.69644505 0.6486191 0.43417709 0.44140061 0.46201818] [ 0.57012925 0.44632528 0.45220482 0.38397097 0.40655721] [ 0.61687604 0.44593306 0.36435272 0.62371661 0.47496655] [ 0.27753158 0.70147603 0.52387238 0.66335929 0.68741202] [ 0.50796095 0.50708358 0.52215478 0.74953645 0.54690621] [ 0.85050214 0.47540677 0.50027611 0.31565104 0.3133066 ] [ 0.70108058 0.43837172 0.52445893 0.25789856 0.45515415] [ 0.76516322 0.4361217 0.55089545 0.38632953 0.42418096] [ 0.82853821 0.39969475 0.58598068 0.18199615 0.44268957] [ 0.28392767 0.53908354 0.48539398 0.89386436 0.60113058] [ 0.53508842 0.46998766 0.50786384 0.49869796 0.41236599] [ 0.66883295 0.35782514 0.54373887 0.29975857 0.49749003] [ 0.62026459 0.60643319 0.28645428 0.40058922 0.43724974] [ 0.53544449 0.57744389 0.45548371 0.57389868 0.43438333] [ 0.60435261 0.61951928 0.61621205 0.45716241 0.41725297] [ 0.60979269 0.53224938 0.42129113 0.3629719 0.48636193] [ 0.2819302 0.48688902 0.36526443 0.7518773 0.47709858] Progress: 44.1% ... Training loss: 0.504 ... Validation loss: 0.829[ 0.51069504 0.44307033 0.58530173 0.64161024 0.52688958] [ 0.26492832 0.5598668 0.40708308 0.75617294 0.62755168] [ 0.40180733 0.59746074 0.35726695 0.63089639 0.51329151] [ 0.70926021 0.50425241 0.41782061 0.291782 0.32298242] [ 0.40971493 0.58282043 0.50827104 0.55426386 0.44368897] [ 0.18683024 0.68938142 0.43563484 0.83141948 0.53945592] [ 0.24753543 0.59109406 0.43194155 0.8220402 0.52236011] [ 0.53979672 0.56276039 0.43162597 0.44405877 0.52976831] [ 0.56025947 0.43127097 0.46007509 0.38816504 0.46586364] [ 0.50141714 0.70496523 0.44865719 0.59202881 0.5182668 ] [ 0.8043277 0.50555348 0.49653418 0.4989332 0.36915375] [ 0.26612751 0.66726575 0.41819068 0.84558345 0.63210652] [ 0.54050197 0.66119879 0.44019099 0.67293577 0.43392741] [ 0.70784514 0.47072188 0.4126369 0.40020499 0.34444074] [ 0.78640081 0.6210812 0.43145422 0.40542549 0.44898486] [ 0.48183023 0.40162766 0.43774012 0.43469307 0.58637839] [ 0.32460174 0.588161 0.35229633 0.72505601 0.52115973] [ 0.25983857 0.66780582 0.41221892 0.75578126 0.458296 ] [ 0.68005784 0.63211024 0.34287496 0.53657559 0.42049372] [ 0.56782913 0.60510976 0.50361217 0.52938607 0.54441303] [ 0.55889128 0.54899368 0.58903408 0.64503545 0.46204005] [ 0.57184958 0.5297837 0.50704497 0.60478269 0.51019087] [ 0.58595233 0.41769591 0.49957819 0.36079721 0.32037016] [ 0.51038579 0.38906197 0.58844649 0.58414431 0.58770327] [ 0.64073715 0.56059495 0.48819804 0.5862587 0.40182194] [ 0.18350832 0.61779262 0.52538012 0.85187917 0.47877771] [ 0.24874984 0.62311552 0.45426853 0.80745028 0.52296186] [ 0.7478501 0.53048013 0.60327195 0.25612945 0.50140724] [ 0.44714137 0.47467777 0.38887407 0.50359747 0.37856467] [ 0.49585665 0.58950675 0.38775354 0.65537726 0.38197664] [ 0.73920856 0.54667754 0.57459094 0.41655678 0.54275282] [ 0.22421077 0.49847578 0.47987701 0.82520596 0.52261552] [ 0.79078907 0.31385279 0.52975142 0.29049734 0.4231064 ] [ 0.74803485 0.35297003 0.58179501 0.25377744 0.38181612] [ 0.56330613 0.46327565 0.47607529 0.29926982 0.44234897] [ 0.62877608 0.46778088 0.54506213 0.49830804 0.33321432] [ 0.30299297 0.63079375 0.52960122 0.55233736 0.63203276] [ 0.78237732 0.3656789 0.49753268 0.24827526 0.32569042] [ 0.81685478 0.39804118 0.32586377 0.15341508 0.24656112] [ 0.5213832 0.47813159 0.31476369 0.54762852 0.30909611] [ 0.69097912 0.43993704 0.60850143 0.55610552 0.4731082 ] [ 0.64326515 0.40163479 0.50343425 0.40853031 0.38312056] [ 0.51753617 0.49204746 0.51377026 0.50764322 0.4729761 ] [ 0.70097011 0.62263415 0.40047118 0.55465091 0.4651642 ] [ 0.7655071 0.3798578 0.56726421 0.27274776 0.41640307] [ 0.59544999 0.37168055 0.57861798 0.5996754 0.43183896] [ 0.84326369 0.40764586 0.59296166 0.15551738 0.38711449] [ 0.72200733 0.49120306 0.49247754 0.29457525 0.42137604] [ 0.61313521 0.61692287 0.4457993 0.50548538 0.36826176] [ 0.30264824 0.70698693 0.33821492 0.74065843 0.4738199 ] [ 0.6737165 0.35939883 0.41536413 0.49163498 0.45975341] [ 0.34194774 0.45392324 0.52238054 0.69961668 0.46414213] [ 0.52071127 0.50961216 0.56698077 0.64127514 0.50032813] [ 0.55647565 0.42008093 0.62390218 0.66844241 0.43319683] [ 0.2526465 0.71923614 0.39606488 0.84637616 0.53742241] [ 0.77641022 0.42261113 0.43835873 0.2674374 0.32812519] [ 0.20386861 0.54005871 0.49179989 0.85545027 0.62450575] [ 0.60131702 0.543765 0.44408808 0.42918253 0.47024405] [ 0.35190489 0.54377395 0.54759944 0.65395218 0.60781237] [ 0.4886263 0.66632299 0.52761437 0.63306891 0.46358473] [ 0.68452286 0.56855959 0.42560907 0.42133868 0.40257996] [ 0.70483844 0.48196484 0.53014432 0.24011998 0.44336461] [ 0.44868157 0.60325411 0.36351384 0.60530905 0.43533512] [ 0.38766734 0.52159416 0.48216065 0.51998167 0.4950007 ] [ 0.81847866 0.37469384 0.55041388 0.26107988 0.38370929] [ 0.38509446 0.53466439 0.56674398 0.69165144 0.51541895] [ 0.44346108 0.54572305 0.52499219 0.56131039 0.52849536] [ 0.8385202 0.3881707 0.47540056 0.33902039 0.38723157] [ 0.81644163 0.38971006 0.42950641 0.24532571 0.29423912] [ 0.79458888 0.24147715 0.61196595 0.25356706 0.4882905 ] [ 0.65523424 0.44876785 0.43003438 0.36093195 0.52163451] [ 0.57474839 0.48676496 0.63380668 0.67788283 0.39852578] [ 0.81427946 0.33520264 0.51847746 0.37551868 0.46234125] [ 0.64309502 0.48569946 0.37586833 0.38073005 0.40325225] [ 0.74188273 0.52523874 0.59596093 0.53045587 0.41864119] [ 0.42238648 0.64911101 0.2959757 0.62016699 0.41207947] [ 0.59867589 0.58362083 0.3832614 0.51060279 0.42445164] [ 0.34015158 0.44707166 0.61126967 0.78207878 0.56870056] [ 0.43193976 0.52143459 0.38624919 0.57299278 0.5277507 ] [ 0.18090816 0.49829208 0.60785577 0.8644024 0.70146759] [ 0.55587361 0.4671455 0.57215242 0.68559865 0.472112 ] [ 0.64237925 0.63428975 0.40733024 0.51203363 0.42333501] [ 0.27069439 0.5610138 0.41441774 0.74440487 0.4377358 ] [ 0.29244996 0.65951671 0.4141617 0.52532666 0.55146052] [ 0.67752849 0.52041533 0.42812674 0.31665007 0.4372909 ] [ 0.39764454 0.5200082 0.47564453 0.58049599 0.50879433] [ 0.35335336 0.59129732 0.44924397 0.67857544 0.53725977] [ 0.69481795 0.35577022 0.64035656 0.28888992 0.41337091] [ 0.56250893 0.38380762 0.5163061 0.66050723 0.45990838] [ 0.31906555 0.61629072 0.47558736 0.62078319 0.72286841] [ 0.75205028 0.41313478 0.59332193 0.28412562 0.4315467 ] [ 0.54715624 0.57816195 0.35660293 0.34213967 0.42006619] [ 0.42237137 0.46230196 0.59470149 0.66809249 0.51537495] [ 0.38598477 0.56916224 0.3507562 0.47755909 0.49799207] [ 0.8490962 0.41332143 0.57321701 0.17320872 0.37660891] [ 0.57815602 0.54198161 0.43423523 0.31764334 0.59518371] [ 0.14890028 0.57983124 0.44371999 0.77401532 0.61894483] [ 0.62949099 0.56632277 0.44823847 0.32799588 0.44468135] [ 0.40973656 0.56876404 0.43016852 0.4186749 0.38367782] [ 0.83841451 0.4529423 0.54938466 0.25120985 0.43413237] [ 0.59755173 0.38558115 0.48933725 0.47774327 0.44663524] [ 0.78528869 0.54425195 0.38537929 0.37410258 0.31204899] [ 0.17866061 0.6004028 0.54537893 0.93997422 0.65887441] [ 0.22226831 0.54139792 0.46759465 0.64946657 0.43964629] [ 0.89359955 0.30653152 0.59919087 0.221285 0.38208859] [ 0.52988726 0.58724186 0.45101578 0.61427223 0.37092553] [ 0.21578688 0.53361785 0.55730538 0.82959339 0.66993835] [ 0.75888273 0.37472384 0.46901218 0.22776617 0.31324126] [ 0.58262586 0.42124734 0.58086475 0.4330406 0.453578 ] [ 0.68142969 0.45633033 0.63820925 0.56833245 0.35871963] [ 0.82022414 0.39344008 0.48813431 0.32511949 0.42690335] [ 0.36924943 0.53672738 0.54708341 0.77280678 0.52637592] [ 0.62367212 0.66004551 0.28487484 0.54931939 0.3776967 ] [ 0.83354426 0.26096917 0.70943863 0.16394246 0.46217031] [ 0.43691537 0.61991809 0.24424823 0.78460418 0.50192426] [ 0.68783233 0.47158912 0.50740798 0.34430154 0.42695222] [ 0.55183978 0.44010132 0.54957952 0.4256735 0.48729008] [ 0.81789732 0.56531773 0.59893324 0.34030389 0.41984806] [ 0.38552213 0.56231712 0.3718497 0.48363871 0.45364735] [ 0.65539438 0.49271089 0.56168513 0.32261295 0.4425289 ] [ 0.35916561 0.57151088 0.36077779 0.83610049 0.41108726] [ 0.67624568 0.49538937 0.41795702 0.52069959 0.31347628] [ 0.38598572 0.57896318 0.41197543 0.71184262 0.42768312] [ 0.56460185 0.56070953 0.4629863 0.5385564 0.34499485] [ 0.34408614 0.56262576 0.52224231 0.63193628 0.56518958] [ 0.58017159 0.38046412 0.53951543 0.42318138 0.49052302] [ 0.63328496 0.39906742 0.29643714 0.37052385 0.42319752] [ 0.51410551 0.47405331 0.64169555 0.65348339 0.48957254] Progress: 44.1% ... Training loss: 0.503 ... Validation loss: 0.830[ 0.84477356 0.44616613 0.56090338 0.22253831 0.3837001 ] [ 0.64549894 0.36264838 0.58794814 0.50021614 0.29577326] [ 0.84768057 0.44702749 0.41652846 0.27317975 0.23609157] [ 0.44589632 0.57047746 0.49174599 0.74577948 0.3305013 ] [ 0.42360595 0.57745839 0.33763776 0.53859585 0.41709151] [ 0.54510703 0.55962002 0.52843715 0.62444865 0.53043066] [ 0.44745299 0.63355302 0.38690092 0.81882198 0.59086292] [ 0.32864592 0.55861205 0.5339325 0.7261884 0.54718377] [ 0.51776521 0.42311785 0.40516958 0.43688436 0.41749755] [ 0.65457133 0.61242861 0.48044275 0.4388668 0.55698782] [ 0.44917479 0.38425707 0.53810095 0.77160227 0.48409949] [ 0.47765546 0.54607073 0.52385778 0.71134916 0.53374347] [ 0.55541295 0.54817781 0.57941764 0.75069692 0.5280769 ] [ 0.54621836 0.66630604 0.40243415 0.56392849 0.42283081] [ 0.42981956 0.50573586 0.50901721 0.65268995 0.39502407] [ 0.40566465 0.52211171 0.59719485 0.74019603 0.57307951] [ 0.85700107 0.39832516 0.52493278 0.13590118 0.32269399] [ 0.70670515 0.458539 0.48945085 0.49924636 0.38171905] [ 0.68023885 0.33806218 0.57826603 0.70485282 0.40402449] [ 0.69412658 0.32234249 0.66287979 0.44693808 0.42843825] [ 0.26959392 0.53525899 0.29623885 0.82627154 0.52223576] [ 0.7410118 0.45787351 0.51102841 0.3418836 0.44395454] [ 0.80542814 0.52743431 0.49358487 0.27028862 0.33752264] [ 0.83362 0.31209765 0.3857189 0.29531754 0.3445268 ] [ 0.29358595 0.65977881 0.31840607 0.74714174 0.3851768 ] [ 0.68513893 0.43550829 0.53833981 0.35618537 0.35334893] [ 0.60752295 0.61761897 0.48860886 0.4852594 0.39147617] [ 0.70126907 0.43215887 0.51894524 0.69298019 0.42795485] [ 0.78520205 0.34781087 0.59197538 0.25597299 0.45436402] [ 0.81001932 0.54650203 0.36956148 0.37535773 0.42300135] [ 0.37685599 0.57073322 0.37905669 0.48521154 0.46239919] [ 0.63468904 0.48628472 0.58213769 0.67122066 0.35250114] [ 0.3988171 0.53760735 0.49400014 0.82447037 0.55538558] [ 0.58880078 0.39608063 0.54386802 0.37886278 0.36826882] [ 0.40896766 0.71018033 0.36724352 0.83959774 0.45094381] [ 0.69027136 0.51291705 0.45280205 0.32499981 0.39678466] [ 0.83702077 0.48685682 0.49742116 0.28051674 0.41528675] [ 0.68293952 0.40109895 0.55076152 0.20620363 0.48727896] [ 0.5716812 0.47981028 0.5320065 0.73348456 0.40663791] [ 0.39515149 0.51099121 0.42209581 0.44504019 0.59122063] [ 0.29295891 0.5794848 0.34195216 0.81630707 0.40637722] [ 0.65429197 0.43891763 0.45733922 0.41274269 0.4935224 ] [ 0.43096998 0.55599209 0.52801293 0.72935441 0.53559071] [ 0.51122825 0.57703216 0.52886129 0.54463594 0.38165588] [ 0.66590475 0.42120615 0.3913348 0.50724189 0.40571834] [ 0.39645683 0.57700176 0.5478166 0.76384351 0.57185154] [ 0.56712595 0.41341167 0.60273814 0.40199998 0.41578406] [ 0.3074078 0.6482075 0.31546129 0.80617087 0.51110899] [ 0.69469794 0.43033147 0.57096218 0.34694935 0.47914393] [ 0.63062003 0.40440168 0.61536731 0.2369363 0.53573125] [ 0.73182447 0.38114653 0.670392 0.63416713 0.29721298] [ 0.45080032 0.49459544 0.52993416 0.6516098 0.60427789] [ 0.48066696 0.53142756 0.50809007 0.56278336 0.54355143] [ 0.27617095 0.69657116 0.44216301 0.68200075 0.54603101] [ 0.53325896 0.57780809 0.40621991 0.35055468 0.45169015] [ 0.73883519 0.41625037 0.55987758 0.64525925 0.39388679] [ 0.79796219 0.33115294 0.58293077 0.36580917 0.43423038] [ 0.73894261 0.39685171 0.43469998 0.21970904 0.36290565] [ 0.49032044 0.47491114 0.52025398 0.68545293 0.47901813] [ 0.2449815 0.69848921 0.3488591 0.81703365 0.54557913] [ 0.73295698 0.52973465 0.52823667 0.28962306 0.35267896] [ 0.66323449 0.55354901 0.5602129 0.23908992 0.43868025] [ 0.61972104 0.43527479 0.6132269 0.43235611 0.34057134] [ 0.478573 0.49361525 0.29895267 0.73332664 0.39647738] [ 0.46243071 0.5780017 0.52018325 0.5834354 0.54871815] [ 0.61233128 0.56196763 0.36678114 0.54694242 0.42585777] [ 0.39212988 0.60434531 0.49046487 0.78648431 0.59743805] [ 0.57460385 0.62348814 0.47726357 0.59935577 0.4338887 ] [ 0.41428171 0.63265275 0.59477943 0.6479881 0.56899517] [ 0.90139752 0.25897134 0.57491932 0.08897535 0.38264809] [ 0.30810282 0.47836812 0.45820791 0.69443819 0.41903698] [ 0.81372994 0.44897432 0.38641109 0.34210089 0.29649884] [ 0.55353668 0.47284333 0.51147512 0.42803028 0.41697827] [ 0.68487826 0.56837275 0.42569325 0.42105127 0.40250941] [ 0.816062 0.48222111 0.48475889 0.34202733 0.38736528] [ 0.19837761 0.72978853 0.46339809 0.73349327 0.61175085] [ 0.72915115 0.32563987 0.56999016 0.34208725 0.43761453] [ 0.45350749 0.46782986 0.34078061 0.76919492 0.3292962 ] [ 0.66785709 0.54392073 0.47041795 0.4442083 0.41770921] [ 0.31918724 0.57941983 0.43676533 0.80753928 0.52617389] [ 0.63581898 0.40657883 0.4619495 0.48179148 0.4288033 ] [ 0.76525296 0.3170939 0.59991481 0.21394485 0.39738858] [ 0.38066398 0.69725566 0.35596497 0.65096011 0.51753691] [ 0.42029798 0.58101906 0.45284124 0.71831862 0.47625417] [ 0.51963814 0.61530263 0.4471771 0.67147317 0.45751532] [ 0.30157558 0.59646531 0.44350112 0.77131864 0.46792246] [ 0.27437849 0.66702265 0.35746363 0.74121103 0.45384733] [ 0.4510809 0.61428271 0.32729033 0.67801571 0.3043324 ] [ 0.64302686 0.38780254 0.54779626 0.6306227 0.41787128] [ 0.21003689 0.57254227 0.55558172 0.78657442 0.63709654] [ 0.25301167 0.71902995 0.47875872 0.71280489 0.46823955] [ 0.58625747 0.34294645 0.70678133 0.38834452 0.46721113] [ 0.57962202 0.42615433 0.52585941 0.36078946 0.45491261] [ 0.76128691 0.50999375 0.51422401 0.29669832 0.40547133] [ 0.60154009 0.44018563 0.41942923 0.40939141 0.41367637] [ 0.74433184 0.48997389 0.57581056 0.26552834 0.5317475 ] [ 0.56864772 0.45597849 0.65945061 0.62542569 0.50784356] [ 0.23164606 0.70978841 0.28087883 0.73686543 0.53336757] [ 0.74933517 0.34760076 0.61406313 0.50641671 0.40668233] [ 0.75268673 0.55986341 0.38728219 0.45890419 0.37531685] [ 0.72186019 0.5279154 0.294054 0.34820871 0.39154245] [ 0.37385065 0.58382733 0.49756883 0.71175696 0.65305985] [ 0.77596767 0.54304814 0.6269066 0.43162962 0.37292132] [ 0.4785979 0.54707955 0.51581705 0.44852138 0.56643978] [ 0.33021772 0.51623412 0.43654323 0.53476914 0.55681691] [ 0.57582733 0.52474935 0.40404339 0.42775317 0.41301358] [ 0.6111034 0.5250432 0.52250396 0.46475754 0.60719793] [ 0.56934791 0.45486407 0.53000498 0.50370234 0.43990329] [ 0.78918613 0.48055316 0.43800707 0.28869708 0.43508965] [ 0.35475106 0.52959457 0.53773556 0.77477167 0.44922519] [ 0.66918738 0.43090436 0.58628229 0.3419163 0.47710651] [ 0.3549118 0.56625747 0.53468721 0.8346289 0.43471053] [ 0.53068108 0.6111967 0.39273025 0.4972676 0.3941461 ] [ 0.75296299 0.50648598 0.56167456 0.2577556 0.49949178] [ 0.66662154 0.44656679 0.36710857 0.36327785 0.2934146 ] [ 0.51621914 0.43475946 0.64686852 0.73044722 0.45332423] [ 0.63578552 0.44093873 0.41673659 0.39318083 0.43013672] [ 0.59163682 0.58785197 0.36234716 0.66471321 0.42494829] [ 0.11402656 0.69657158 0.33930546 0.84985144 0.57886959] [ 0.47339442 0.61866205 0.41143742 0.82983341 0.43345544] [ 0.88646709 0.2864541 0.59469716 0.2014803 0.33755532] [ 0.42165539 0.55528178 0.44749472 0.54271327 0.52501998] [ 0.28170688 0.45231288 0.48332197 0.69665904 0.47079689] [ 0.17244736 0.5161064 0.47120059 0.86620059 0.50461462] [ 0.46421328 0.68224673 0.29442726 0.41693336 0.45486163] [ 0.55069466 0.4394661 0.46479941 0.48405697 0.28416523] [ 0.22430107 0.74242548 0.31781605 0.84843336 0.45635222] [ 0.72375423 0.49294383 0.60266357 0.40538638 0.42417685] Progress: 44.2% ... Training loss: 0.503 ... Validation loss: 0.829[ 0.62557788 0.45768233 0.61642238 0.58667447 0.46873861] [ 0.52659704 0.55294731 0.47852341 0.53097233 0.48850129] [ 0.4312021 0.59350216 0.46707993 0.6926962 0.61654322] [ 0.44005397 0.52918155 0.47469461 0.52270525 0.60836598] [ 0.53211851 0.48810187 0.54996452 0.38134229 0.36548053] [ 0.53357929 0.51455168 0.39641396 0.4332752 0.54690546] [ 0.6629581 0.40109842 0.45455828 0.48072254 0.53486748] [ 0.46866036 0.49351176 0.55160099 0.43093953 0.53449002] [ 0.20675423 0.54995615 0.55652948 0.81457349 0.65337564] [ 0.65609718 0.49051939 0.59284356 0.53777499 0.43719206] [ 0.24747078 0.74640168 0.29333393 0.76029448 0.50946109] [ 0.8559525 0.45033153 0.63319796 0.1933074 0.38403103] [ 0.69098276 0.4174708 0.64267417 0.28946936 0.52136175] [ 0.48871089 0.494069 0.39565956 0.58687604 0.40674022] [ 0.64008292 0.39071795 0.55400453 0.26720854 0.55041839] [ 0.88088519 0.38791908 0.5355925 0.27258379 0.33886792] [ 0.24332922 0.72287255 0.29327707 0.8614184 0.44054392] [ 0.48518393 0.46934649 0.48304972 0.81870997 0.48515503] [ 0.57358631 0.63831037 0.32161112 0.39644572 0.35792369] [ 0.40315217 0.66319423 0.38782758 0.64661891 0.43409405] [ 0.77984476 0.35916259 0.53056736 0.54468483 0.336719 ] [ 0.25836657 0.66376311 0.39055704 0.75552535 0.60393242] [ 0.78451076 0.51563434 0.41301099 0.26377793 0.37750577] [ 0.2574407 0.52760916 0.39348851 0.80233454 0.47052009] [ 0.55191547 0.53204272 0.57902876 0.51339896 0.4895279 ] [ 0.77448148 0.47626958 0.62109669 0.38137606 0.36331639] [ 0.72893223 0.3968686 0.5959485 0.31936083 0.46465583] [ 0.23277289 0.74703735 0.29328359 0.81701216 0.51793587] [ 0.65755691 0.37022327 0.70403545 0.46018468 0.44888408] [ 0.79656275 0.38839912 0.48631749 0.33482239 0.42857897] [ 0.55097319 0.46891134 0.54368285 0.51251628 0.35092822] [ 0.33385303 0.48552256 0.47773139 0.61658053 0.53746754] [ 0.57641686 0.37607041 0.57236835 0.65477876 0.37276466] [ 0.46128993 0.49505572 0.52538964 0.6414367 0.41624201] [ 0.29944245 0.54800929 0.44498308 0.49931094 0.67267516] [ 0.22054571 0.66639913 0.34368283 0.85157109 0.48179343] [ 0.75400411 0.44174723 0.52438599 0.28578012 0.5110637 ] [ 0.67950259 0.63584599 0.34591618 0.54560509 0.46749382] [ 0.49009432 0.45768986 0.49633905 0.62184885 0.4313673 ] [ 0.75334537 0.39697174 0.4608837 0.60779626 0.38467225] [ 0.82292978 0.32172484 0.41178275 0.29246711 0.33935254] [ 0.55393541 0.58120117 0.54309802 0.62981345 0.4165832 ] [ 0.73660932 0.37970241 0.48110921 0.27721413 0.36414965] [ 0.17023707 0.70203543 0.33416691 0.8761034 0.57475033] [ 0.70787414 0.59563803 0.48889678 0.61497009 0.4686178 ] [ 0.61045463 0.50995533 0.39277058 0.47743574 0.41341064] [ 0.42045879 0.63686326 0.47343738 0.55558031 0.33913437] [ 0.41389798 0.47551221 0.56519059 0.67632891 0.54036221] [ 0.87717716 0.42917766 0.54755549 0.26649332 0.37070714] [ 0.34410745 0.59403395 0.446258 0.58059404 0.43515365] [ 0.28414099 0.58330877 0.42170277 0.83380423 0.57000537] [ 0.61835835 0.34495703 0.52835532 0.33476791 0.58818817] [ 0.33551524 0.53281861 0.46924199 0.78152025 0.49895275] [ 0.55790214 0.71561885 0.45974539 0.61896652 0.49938844] [ 0.48896981 0.49268997 0.39901063 0.42606461 0.42472947] [ 0.39672614 0.60464132 0.32232812 0.76152394 0.35004182] [ 0.66533979 0.4696277 0.5256554 0.25272762 0.40031236] [ 0.46655425 0.49504078 0.50044174 0.72753494 0.48345755] [ 0.66881602 0.41510394 0.46155506 0.22110387 0.29584226] [ 0.54394758 0.56012732 0.52821931 0.6248186 0.53062682] [ 0.61219565 0.43280739 0.46853469 0.53891609 0.35591072] [ 0.65312148 0.47017649 0.52273299 0.37776245 0.41138218] [ 0.82616437 0.42296708 0.45274231 0.31369579 0.31722539] [ 0.31350348 0.68202119 0.51765221 0.65704809 0.43002706] [ 0.58334899 0.59569361 0.39984933 0.49472792 0.3988598 ] [ 0.66802236 0.45825239 0.54805889 0.54423873 0.41462762] [ 0.29016166 0.56282134 0.48292446 0.80061279 0.35952583] [ 0.38588626 0.53239889 0.37743233 0.53381292 0.53782206] [ 0.58703038 0.53570461 0.49166021 0.39439086 0.54368964] [ 0.47474729 0.52327037 0.55531264 0.28908862 0.55029017] [ 0.72636255 0.35140847 0.66476997 0.4531275 0.45436862] [ 0.46093179 0.64591986 0.33618637 0.66776576 0.49537555] [ 0.59914985 0.58399924 0.53031181 0.51991341 0.38744444] [ 0.33234609 0.64657838 0.46541578 0.84125568 0.32849773] [ 0.26978924 0.69276236 0.43226101 0.82131925 0.52416048] [ 0.56340488 0.50668946 0.57603355 0.60171373 0.48513659] [ 0.29845273 0.560539 0.43215902 0.8289242 0.52168982] [ 0.54315086 0.6096955 0.56498447 0.62022125 0.53922589] [ 0.47370438 0.54400581 0.40551295 0.44566 0.59440209] [ 0.60124495 0.52049906 0.38782677 0.27063538 0.40071034] [ 0.5662885 0.48475877 0.37056016 0.55756358 0.52449706] [ 0.79458372 0.27211083 0.64647083 0.15998186 0.43171265] [ 0.2386814 0.5942254 0.49040162 0.84471077 0.5328647 ] [ 0.52627546 0.47365145 0.48030009 0.72113302 0.37669951] [ 0.32394627 0.5181073 0.57293895 0.58514589 0.68653456] [ 0.68180864 0.54934887 0.50182313 0.48457206 0.32119751] [ 0.8037661 0.47654428 0.49989635 0.24501503 0.43442995] [ 0.70637153 0.47996336 0.42678345 0.46227374 0.47354041] [ 0.41674417 0.58244004 0.46528832 0.61542163 0.42920346] [ 0.81143479 0.43475313 0.57299204 0.20703963 0.45368756] [ 0.59688217 0.46362344 0.51530702 0.5580303 0.44283967] [ 0.7059418 0.44582052 0.30898175 0.3177324 0.33602069] [ 0.81071317 0.39192473 0.5042985 0.22013226 0.42331315] [ 0.64752766 0.40015045 0.46429662 0.32404914 0.37750988] [ 0.76248794 0.46214241 0.53476194 0.48891422 0.35176972] [ 0.45861633 0.64142122 0.40900866 0.68904507 0.41093088] [ 0.42997802 0.58644804 0.44886569 0.7518712 0.62020343] [ 0.6049774 0.39167903 0.42633621 0.50508504 0.3639585 ] [ 0.54879047 0.50761046 0.53866091 0.48384511 0.60620268] [ 0.29948504 0.51038824 0.43411393 0.8189374 0.58445703] [ 0.65874524 0.49247803 0.55804518 0.589131 0.50413621] [ 0.17385656 0.66957235 0.3338433 0.89302236 0.48848988] [ 0.35470266 0.53443892 0.51718536 0.64382464 0.44401008] [ 0.29419865 0.6236139 0.3461182 0.79208829 0.43690499] [ 0.68782189 0.36363396 0.58171303 0.65066924 0.42017886] [ 0.2521674 0.55477044 0.50561554 0.72628458 0.56945974] [ 0.64378069 0.56973509 0.41168077 0.21910939 0.32793831] [ 0.4659618 0.45580542 0.67491589 0.5516676 0.44914179] [ 0.47171462 0.48073783 0.45576702 0.64385587 0.3252623 ] [ 0.67336973 0.4979633 0.53659826 0.52952147 0.40067659] [ 0.78998257 0.3734077 0.55365038 0.61260914 0.37640075] [ 0.80324728 0.35095981 0.54351622 0.25281863 0.42667133] [ 0.80919698 0.40200412 0.47056869 0.3101446 0.37122886] [ 0.3277689 0.52953048 0.57123259 0.76395452 0.61656253] [ 0.55600965 0.56523884 0.46584908 0.74229072 0.36062282] [ 0.48278725 0.48071715 0.45956091 0.39690733 0.55057043] [ 0.66307528 0.52791779 0.52621726 0.40905512 0.44303547] [ 0.43785748 0.53081226 0.605822 0.45576455 0.49616505] [ 0.3277689 0.52953048 0.57123259 0.76395452 0.61656253] [ 0.31115287 0.69639989 0.41035826 0.72370692 0.51078288] [ 0.44089802 0.57565431 0.34930947 0.54991069 0.44010493] [ 0.46805992 0.67921301 0.36421373 0.64593341 0.42506801] [ 0.32686103 0.62841089 0.50187012 0.83189025 0.45402972] [ 0.71888113 0.34542952 0.66005189 0.53113711 0.35830959] [ 0.61271177 0.4801383 0.55980773 0.36223123 0.42217284] [ 0.28348067 0.48357192 0.65192179 0.78434804 0.65390349] [ 0.72575302 0.47187849 0.45176365 0.37566438 0.45340966] [ 0.56056194 0.53341743 0.4805401 0.49465073 0.61174762] Progress: 44.2% ... Training loss: 0.503 ... Validation loss: 0.825[ 0.73604511 0.43850485 0.45876095 0.34735476 0.3878295 ] [ 0.69304928 0.49433634 0.54470344 0.34262742 0.41989227] [ 0.7442605 0.52067529 0.56456186 0.3412051 0.38294023] [ 0.58983845 0.454958 0.62654462 0.63675018 0.46269457] [ 0.55302791 0.64625348 0.30593172 0.67919081 0.40902108] [ 0.86562582 0.40735329 0.42803822 0.21451325 0.41427463] [ 0.6775737 0.42088536 0.53847577 0.50424384 0.41521801] [ 0.59468009 0.45653647 0.61026985 0.48714003 0.42372404] [ 0.39899015 0.64132898 0.46923042 0.59617552 0.50267484] [ 0.55077186 0.42538557 0.66583617 0.54894978 0.4434023 ] [ 0.55352352 0.60250624 0.26103827 0.64957119 0.44767745] [ 0.18339226 0.6714155 0.38452935 0.636853 0.52900635] [ 0.7458774 0.49479301 0.50743575 0.1906713 0.45085633] [ 0.2727498 0.60899758 0.49261934 0.72910208 0.43659436] [ 0.45841765 0.46224031 0.58335948 0.58680981 0.58211934] [ 0.47489117 0.4630616 0.39762649 0.57609843 0.31958366] [ 0.80343475 0.43371292 0.46644915 0.3504905 0.32683362] [ 0.63163916 0.48020702 0.45179332 0.2750939 0.33198651] [ 0.69632566 0.53849747 0.59852331 0.45995469 0.42992212] [ 0.3147597 0.4531771 0.52010734 0.45452787 0.60421147] [ 0.80343475 0.43371292 0.46644915 0.3504905 0.32683362] [ 0.63798188 0.63616186 0.48291778 0.53797906 0.34860105] [ 0.31277358 0.64392483 0.426782 0.69487974 0.49037424] [ 0.15258231 0.65710508 0.37590063 0.81364195 0.43823072] [ 0.71772244 0.50742386 0.47371841 0.34515769 0.34876121] [ 0.4041413 0.57060067 0.31721281 0.67212357 0.42817952] [ 0.84181467 0.34240928 0.47565883 0.23448507 0.43939826] [ 0.70516374 0.4169423 0.48604234 0.34866626 0.49138168] [ 0.75186423 0.47572298 0.61600419 0.33297018 0.44953639] [ 0.31401241 0.52451345 0.43253298 0.80211354 0.47688624] [ 0.40577416 0.59548716 0.41232383 0.77271094 0.33244035] [ 0.73679696 0.52944932 0.348832 0.32086538 0.34141798] [ 0.66042489 0.40281281 0.33575307 0.41703719 0.47482892] [ 0.80343475 0.43371292 0.46644915 0.3504905 0.32683362] [ 0.70019339 0.63627758 0.3587581 0.52594294 0.34543261] [ 0.52669865 0.56515912 0.5150656 0.45750978 0.49001062] [ 0.68380181 0.58838912 0.39080498 0.60629629 0.34382875] [ 0.69540948 0.5567461 0.51053526 0.31248813 0.50125459] [ 0.59158774 0.58693639 0.55600059 0.37209587 0.56334368] [ 0.32277671 0.59528569 0.36706989 0.71355645 0.48997258] [ 0.48548238 0.43828351 0.58883395 0.54223393 0.46426552] [ 0.59582384 0.30905522 0.51820247 0.60732786 0.33974189] [ 0.76882186 0.36709971 0.52306227 0.27844116 0.40299884] [ 0.71436976 0.46891145 0.40378483 0.26443434 0.31159874] [ 0.68328658 0.38439677 0.49783752 0.27200041 0.44779886] [ 0.38074202 0.48863607 0.46475308 0.4947376 0.44080207] [ 0.51265644 0.50832677 0.50476703 0.41646695 0.66394246] [ 0.54678759 0.42738508 0.55108233 0.62368067 0.38385953] [ 0.46509451 0.58888903 0.48180112 0.49292839 0.46283669] [ 0.6974644 0.52221579 0.51886409 0.32010524 0.35393163] [ 0.44972615 0.53861358 0.52298015 0.51038292 0.48887489] [ 0.60034354 0.60581072 0.45383461 0.5086951 0.56295387] [ 0.56425909 0.53947441 0.49706072 0.44925573 0.31844156] [ 0.22359764 0.50144932 0.60073452 0.75235267 0.66064716] [ 0.48147364 0.49897711 0.59063006 0.66125604 0.49848838] [ 0.71475914 0.58581017 0.51109061 0.44912146 0.44121868] [ 0.55370019 0.58965249 0.37519565 0.34924241 0.40194641] [ 0.59967232 0.42949543 0.42641205 0.63928849 0.46808321] [ 0.58265579 0.52328201 0.36869703 0.31877619 0.41365913] [ 0.78583558 0.35202442 0.58283193 0.23708364 0.43337207] [ 0.54039768 0.51349676 0.5228067 0.67052592 0.34640015] [ 0.74264315 0.43255721 0.62335003 0.36761618 0.42544706] [ 0.54955258 0.46954128 0.54341211 0.51325505 0.35114025] [ 0.63910861 0.53420418 0.44194755 0.55827957 0.41875509] [ 0.74151939 0.48159977 0.59183569 0.53620227 0.40174882] [ 0.72262711 0.43088474 0.51468503 0.26353333 0.53698259] [ 0.74228261 0.45597166 0.45803924 0.3539639 0.3896781 ] [ 0.59597831 0.51501204 0.52299669 0.56461113 0.36741961] [ 0.16828124 0.59150663 0.3588898 0.89435121 0.51003294] [ 0.46043403 0.47677585 0.57136105 0.45762634 0.5184878 ] [ 0.67426579 0.4217755 0.59884307 0.56848703 0.38088868] [ 0.17953497 0.75157901 0.30803333 0.79381918 0.54533775] [ 0.32860149 0.47328583 0.5157736 0.73915306 0.50720189] [ 0.43592166 0.60202537 0.43149075 0.39210049 0.56579277] [ 0.67434189 0.52699871 0.53072355 0.4102023 0.50059333] [ 0.75217782 0.53028809 0.42599877 0.35545798 0.38997401] [ 0.55370019 0.58965249 0.37519565 0.34924241 0.40194641] [ 0.64079125 0.5272319 0.54715793 0.49948704 0.36853546] [ 0.69252407 0.58394873 0.50623837 0.52419971 0.47658869] [ 0.82275397 0.38483531 0.48323696 0.32679808 0.48530201] [ 0.54781098 0.51840125 0.5132322 0.68053306 0.34042591] [ 0.28012155 0.57404869 0.48863005 0.69808572 0.63247547] [ 0.50184859 0.52807539 0.40888921 0.76804607 0.31748041] [ 0.66576489 0.52956057 0.61165811 0.53452675 0.45864604] [ 0.67189186 0.54111649 0.41092022 0.44252107 0.38332249] [ 0.75218154 0.45980163 0.47615995 0.30770542 0.39938909] [ 0.37623714 0.57853358 0.46687867 0.69375118 0.60133051] [ 0.25929968 0.56865018 0.47121889 0.65565387 0.64886744] [ 0.2263309 0.70601451 0.38894161 0.68170547 0.53378204] [ 0.32295469 0.58918689 0.3518383 0.72549946 0.52161909] [ 0.19360588 0.61227012 0.45825453 0.84320405 0.42785825] [ 0.18827115 0.59818361 0.45816288 0.77344565 0.48550669] [ 0.25370952 0.70177301 0.31502268 0.84658417 0.44710321] [ 0.28544237 0.43763552 0.46666993 0.70754628 0.50896755] [ 0.47711653 0.56967122 0.4806555 0.47180511 0.49863875] [ 0.45500864 0.60417135 0.42858306 0.50951496 0.39669579] [ 0.17423267 0.56843832 0.57359894 0.84264264 0.63736137] [ 0.66935712 0.41078507 0.57305223 0.47167841 0.3243428 ] [ 0.72963579 0.43199313 0.55627564 0.34193069 0.37416203] [ 0.41400032 0.39123139 0.55012933 0.43575303 0.73971033] [ 0.78762843 0.35306174 0.59639191 0.30553464 0.42249321] [ 0.55193872 0.4481669 0.4568182 0.47752329 0.48454868] [ 0.63259265 0.52584539 0.50390718 0.51501363 0.45354065] [ 0.78597672 0.37140905 0.51097656 0.245579 0.37411755] [ 0.81242806 0.4782414 0.4490926 0.18607876 0.36880082] [ 0.30858127 0.6336237 0.45026058 0.7328292 0.54897318] [ 0.59969064 0.4491462 0.52105816 0.62666762 0.29383356] [ 0.59628566 0.55197759 0.40865099 0.54221052 0.3599099 ] [ 0.57030532 0.44566275 0.51610192 0.62941617 0.50341668] [ 0.69230281 0.47576746 0.52438417 0.34373663 0.3856064 ] [ 0.66664274 0.43356662 0.63587073 0.6588648 0.36707751] [ 0.30646959 0.59007368 0.49706275 0.8537964 0.55455781] [ 0.74741882 0.43612491 0.58335141 0.31718836 0.42196618] [ 0.33280179 0.57844096 0.36120021 0.75078733 0.57955159] [ 0.68319038 0.69005151 0.50029484 0.61833693 0.52234218] [ 0.53421731 0.50386021 0.47615032 0.55493547 0.52823552] [ 0.75356841 0.48617758 0.512943 0.19667241 0.39768459] [ 0.31401241 0.52451345 0.43253298 0.80211354 0.47688624] [ 0.51510868 0.67900115 0.25623782 0.78166473 0.45955844] [ 0.36768018 0.67505673 0.47229955 0.71131886 0.53109244] [ 0.24466797 0.41591523 0.51376459 0.78776394 0.61757487] [ 0.36899318 0.64682033 0.58126939 0.69770347 0.62462097] [ 0.60438797 0.44081126 0.43566616 0.56040741 0.33692647] [ 0.71620688 0.44968475 0.38915792 0.42230171 0.46859215] [ 0.45968476 0.68858436 0.42166218 0.56575836 0.43308934] [ 0.65094347 0.50716857 0.57924165 0.38062694 0.42184581] [ 0.73221205 0.48122048 0.53437501 0.28742061 0.47918896] [ 0.1956677 0.67774116 0.44176385 0.81318235 0.53192104] Progress: 44.3% ... Training loss: 0.503 ... Validation loss: 0.828[ 0.71426723 0.36041113 0.594071 0.44222534 0.35985447] [ 0.51798849 0.54944021 0.54688976 0.30913757 0.45086295] [ 0.63002395 0.5687203 0.64183666 0.49555989 0.37934852] [ 0.3204711 0.57830622 0.46863218 0.72249636 0.50798504] [ 0.22740557 0.67025128 0.53225094 0.72618749 0.63280027] [ 0.51155741 0.54301101 0.42391041 0.45039068 0.51255485] [ 0.54480194 0.47698435 0.57516761 0.39144064 0.55336844] [ 0.51040698 0.41722785 0.55825498 0.3124757 0.54010784] [ 0.57407477 0.45947373 0.5941587 0.67108125 0.33194014] [ 0.32695195 0.62852322 0.50176498 0.83176335 0.45414707] [ 0.74219005 0.4448756 0.62554697 0.25152442 0.52152672] [ 0.45661738 0.44455014 0.47843664 0.70315453 0.46680429] [ 0.66720702 0.52283983 0.43972608 0.38816459 0.51916152] [ 0.74515691 0.38475896 0.50147784 0.31045071 0.39869104] [ 0.57524671 0.37646158 0.49646786 0.73833981 0.49958048] [ 0.78662062 0.52161383 0.36792378 0.3796865 0.35447714] [ 0.60990634 0.51804988 0.39148118 0.53504544 0.43140513] [ 0.72845721 0.48095181 0.56939851 0.37637704 0.35512828] [ 0.22236898 0.77918499 0.31696389 0.83384732 0.60022769] [ 0.49261808 0.59518475 0.5495487 0.57261006 0.47343118] [ 0.38517664 0.43265819 0.60766692 0.59958349 0.51633714] [ 0.7431018 0.43339298 0.60215919 0.26629385 0.49435366] [ 0.73844012 0.40542349 0.67146681 0.22386141 0.38325742] [ 0.15881889 0.63840323 0.32212855 0.78230365 0.58868235] [ 0.53907751 0.50163849 0.52576136 0.43964505 0.34752743] [ 0.35438815 0.57014937 0.3895675 0.61303383 0.58124133] [ 0.53548225 0.45223363 0.5954288 0.3740833 0.48833029] [ 0.46006701 0.56595746 0.37602244 0.52165719 0.42532155] [ 0.4018062 0.55424562 0.43621425 0.76166242 0.32361775] [ 0.51172926 0.41577716 0.54593197 0.56673586 0.45305701] [ 0.7619649 0.47106493 0.42699773 0.3482695 0.31748464] [ 0.26657573 0.51402464 0.53351528 0.6374407 0.58505119] [ 0.47820756 0.62107178 0.38325477 0.64786777 0.44936888] [ 0.18330802 0.62429117 0.47995666 0.75975178 0.6354153 ] [ 0.40240848 0.57997411 0.42068561 0.50123987 0.40089991] [ 0.74837606 0.51186625 0.567787 0.21606614 0.50584917] [ 0.48241234 0.58690884 0.43318607 0.57828594 0.55103201] [ 0.48910874 0.49655611 0.43289293 0.71615446 0.44058613] [ 0.11055025 0.63514481 0.42435976 0.8632176 0.58062636] [ 0.26214045 0.69767837 0.28722895 0.77775236 0.49795387] [ 0.55275596 0.48504046 0.58561926 0.40089634 0.55994211] [ 0.30150238 0.59234016 0.32966492 0.72436325 0.44078728] [ 0.40820796 0.3744973 0.5996431 0.66117732 0.46833669] [ 0.65500612 0.46758878 0.48617158 0.47589088 0.31545279] [ 0.72145359 0.48983757 0.66634307 0.3731555 0.44890987] [ 0.5393452 0.46893204 0.55226376 0.597497 0.36179473] [ 0.76726906 0.47762047 0.42442032 0.40856965 0.48809975] [ 0.50471366 0.51843948 0.51679748 0.68111885 0.35362549] [ 0.22976539 0.53373861 0.47574093 0.76643144 0.59302821] [ 0.37879632 0.70014925 0.37764352 0.7453048 0.36839069] [ 0.56328581 0.49689582 0.30929143 0.61202427 0.38262537] [ 0.47669714 0.55741655 0.32911348 0.48414296 0.41578969] [ 0.18686178 0.61697389 0.36894421 0.91239412 0.53784646] [ 0.57522083 0.60729401 0.41708344 0.33138423 0.42526949] [ 0.64206077 0.48794865 0.49693865 0.41051024 0.42755161] [ 0.80960716 0.4401265 0.57075445 0.24790011 0.43922532] [ 0.56742205 0.59210267 0.50862889 0.49783071 0.41626462] [ 0.61460781 0.47270925 0.66005449 0.59246279 0.49747934] [ 0.79075853 0.41215227 0.58493048 0.379098 0.37966982] [ 0.53575917 0.57809939 0.51748536 0.53698129 0.35367498] [ 0.69520953 0.45489625 0.38063624 0.33150385 0.35771769] [ 0.5024199 0.44264926 0.5331495 0.415596 0.45637175] [ 0.80318048 0.35112159 0.49116433 0.24222307 0.35538064] [ 0.32921405 0.6143861 0.52248423 0.73769855 0.61425803] [ 0.79523735 0.46539086 0.6041786 0.35687547 0.39902121] [ 0.84501152 0.36249221 0.53638044 0.15248325 0.40118265] [ 0.52506688 0.59019144 0.41100958 0.59168364 0.37660147] [ 0.27831157 0.60844412 0.39122666 0.90095124 0.44181571] [ 0.6493397 0.5652403 0.54278126 0.50606054 0.45746771] [ 0.79205022 0.39907176 0.58032289 0.26517002 0.34679611] [ 0.44750317 0.62483911 0.43408024 0.73726171 0.54899003] [ 0.33160902 0.7552591 0.27210063 0.80098415 0.56960521] [ 0.74508541 0.39070025 0.3784969 0.31921242 0.27499681] [ 0.37015826 0.63384499 0.53603399 0.721872 0.50604544] [ 0.61074247 0.51104928 0.3737107 0.43252126 0.37637355] [ 0.48002237 0.64380118 0.48797787 0.61289515 0.64749896] [ 0.59948979 0.36260436 0.49178069 0.2438496 0.42803343] [ 0.41552334 0.44316477 0.68892623 0.65773342 0.54861368] [ 0.56874665 0.51266734 0.41958575 0.61117834 0.34036482] [ 0.46117254 0.60448677 0.40805614 0.5311855 0.56570888] [ 0.25247006 0.73548837 0.3252368 0.84306673 0.59022129] [ 0.42037995 0.75338834 0.32213475 0.60960803 0.39433231] [ 0.63633775 0.48524889 0.52960945 0.4689951 0.52161383] [ 0.41678043 0.5337741 0.44326212 0.79121234 0.49896687] [ 0.18982774 0.59288123 0.55870819 0.90372938 0.68576121] [ 0.64973769 0.42682353 0.59710361 0.4985572 0.41838032] [ 0.4409745 0.53789378 0.38720635 0.60077075 0.50756046] [ 0.2110997 0.72119003 0.31947486 0.83494802 0.62954228] [ 0.35111758 0.62511408 0.40486011 0.83665031 0.49934579] [ 0.20264238 0.52237843 0.55533297 0.82895256 0.65226074] [ 0.35391117 0.40996334 0.5489187 0.70982824 0.63360012] [ 0.80726176 0.41121418 0.55236733 0.20055698 0.44888235] [ 0.44163479 0.47029433 0.47192901 0.49209343 0.57081544] [ 0.4194594 0.51122799 0.43880667 0.68272187 0.46506833] [ 0.83992112 0.5169421 0.41453262 0.31024511 0.36951576] [ 0.24172162 0.65919402 0.3981904 0.87533885 0.44598624] [ 0.27135816 0.56348086 0.44851368 0.8112739 0.43987559] [ 0.79439003 0.29741502 0.5353213 0.21786729 0.3146902 ] [ 0.49113276 0.5656875 0.52364822 0.40524148 0.49304847] [ 0.51664579 0.59269852 0.61329582 0.51291691 0.42979619] [ 0.4276456 0.4824463 0.49891914 0.58282999 0.57349983] [ 0.53508531 0.57597138 0.44531453 0.6065311 0.487069 ] [ 0.56571121 0.49222715 0.52585733 0.71687156 0.34998321] [ 0.64835319 0.43436969 0.59018298 0.4804683 0.42865839] [ 0.4406777 0.60851131 0.47262394 0.56776778 0.48764646] [ 0.4062726 0.53308141 0.40010411 0.81640304 0.6230865 ] [ 0.59239308 0.37754399 0.68561099 0.67368945 0.44071994] [ 0.51447379 0.54660007 0.36231614 0.7269059 0.28834247] [ 0.77490888 0.60823793 0.48218844 0.47862174 0.44591268] [ 0.70894286 0.58718754 0.55081585 0.54524855 0.40281955] [ 0.68175795 0.42251796 0.43455766 0.30090051 0.40625694] [ 0.4887584 0.48254809 0.48820464 0.70617566 0.38494869] [ 0.6377998 0.65998297 0.38762278 0.46435323 0.38248758] [ 0.3699112 0.63978124 0.4562302 0.58609141 0.37950311] [ 0.48571142 0.55745624 0.36929681 0.53178141 0.4330191 ] [ 0.20353449 0.65707429 0.41870646 0.75791881 0.51175831] [ 0.54133867 0.48068511 0.52087393 0.54786953 0.50384639] [ 0.22609086 0.52897053 0.36457377 0.89984421 0.44475196] [ 0.68236198 0.58855641 0.42775987 0.48139356 0.44772405] [ 0.55841093 0.53791379 0.56689263 0.72923602 0.35807746] [ 0.6870551 0.48190934 0.5596141 0.4066358 0.4873267 ] [ 0.48516015 0.51257536 0.54438714 0.72285225 0.46316562] [ 0.46216609 0.50864008 0.47372387 0.79844993 0.45818836] [ 0.82426191 0.49402453 0.56854534 0.22912705 0.46973934] [ 0.33200596 0.72984835 0.23649204 0.81348499 0.44499564] [ 0.56789075 0.60243105 0.52169399 0.5091579 0.53462393] [ 0.33900913 0.64427502 0.47536134 0.69989163 0.67020849] [ 0.70744626 0.51493283 0.52551995 0.23935648 0.45103398] Progress: 44.4% ... Training loss: 0.502 ... Validation loss: 0.830[ 0.50687461 0.65528392 0.33209361 0.56391807 0.27477662] [ 0.34800762 0.61655221 0.37549702 0.62515972 0.56224741] [ 0.69373236 0.50457081 0.61426586 0.53871758 0.42249783] [ 0.41668673 0.3759825 0.57624204 0.41916299 0.44369878] [ 0.59450998 0.42069726 0.50933951 0.5086215 0.46562178] [ 0.41358217 0.53078487 0.48007643 0.79393927 0.52033449] [ 0.67009575 0.53721204 0.44304036 0.41274768 0.40388512] [ 0.4642938 0.70129717 0.27873589 0.64182688 0.26014752] [ 0.88986397 0.33242215 0.609675 0.15418519 0.40737336] [ 0.49899632 0.52306533 0.42500306 0.67034129 0.54114894] [ 0.39334816 0.48705715 0.54193284 0.76850844 0.56618385] [ 0.39643601 0.5051785 0.46683127 0.51863075 0.60598154] [ 0.78465734 0.40769353 0.52755537 0.40251879 0.41695842] [ 0.75781102 0.37715291 0.60654822 0.31982175 0.43321811] [ 0.35231073 0.52930739 0.43600245 0.72057094 0.69634996] [ 0.77729775 0.47605308 0.33552271 0.33595957 0.32868106] [ 0.84263611 0.43660875 0.46680244 0.24418991 0.32254685] [ 0.56562061 0.55011268 0.45218979 0.34524825 0.46337 ] [ 0.43940385 0.54491581 0.36255166 0.50000351 0.41675807] [ 0.69129764 0.41728366 0.64274592 0.28935517 0.52126499] [ 0.82480738 0.34088737 0.56152878 0.23368452 0.42006246] [ 0.64090163 0.4647734 0.47402893 0.63772883 0.30776765] [ 0.30608447 0.53353511 0.47549894 0.81533667 0.54527746] [ 0.72899305 0.40123957 0.64057347 0.28173799 0.51458431] [ 0.37713016 0.69112834 0.47933611 0.68620709 0.46033305] [ 0.25395253 0.5093271 0.40760038 0.81414734 0.48611189] [ 0.52331367 0.6437584 0.25983616 0.70301925 0.31186718] [ 0.45404231 0.48875375 0.60901111 0.66709252 0.49244106] [ 0.42080085 0.44928079 0.53362856 0.43231013 0.49871021] [ 0.59369938 0.37702888 0.68579578 0.67297907 0.44053332] [ 0.37475498 0.38509838 0.57903079 0.42182122 0.71324071] [ 0.7530948 0.446169 0.49741446 0.3697219 0.39490677] [ 0.35498629 0.40949677 0.54910033 0.70923389 0.63344742] [ 0.45192154 0.67561105 0.45477288 0.65351228 0.5027355 ] [ 0.43184359 0.59332126 0.46712613 0.69226388 0.61653311] [ 0.35169927 0.50280704 0.56174034 0.57002057 0.57363348] [ 0.6696816 0.54154308 0.51363635 0.47645253 0.38014209] [ 0.53069458 0.50991141 0.48363033 0.48452871 0.45926146] [ 0.80636884 0.4174491 0.52773266 0.39518868 0.39347972] [ 0.60009299 0.4538393 0.41857288 0.60644221 0.35391692] [ 0.64875469 0.41187786 0.40195735 0.40277536 0.43404523] [ 0.82022969 0.45739827 0.55774751 0.30504068 0.40524798] [ 0.57311793 0.52923667 0.50723997 0.60373309 0.51004376] [ 0.44192943 0.60799371 0.47282623 0.56698683 0.48747039] [ 0.50122721 0.60778981 0.33610324 0.47832104 0.32930363] [ 0.2987386 0.69825223 0.35982621 0.78833167 0.57027154] [ 0.59598953 0.38994714 0.59806572 0.4876337 0.42243399] [ 0.71859391 0.48615778 0.61406043 0.58441522 0.37856337] [ 0.75235019 0.56880913 0.56663279 0.44789964 0.36728516] [ 0.64958242 0.32760966 0.53116295 0.49222913 0.43555143] [ 0.45742278 0.41607057 0.43277643 0.73412111 0.57403322] [ 0.18628772 0.75077489 0.35504062 0.82222761 0.4865267 ] [ 0.602613 0.53681146 0.40258613 0.45313624 0.3822156 ] [ 0.5481326 0.5352321 0.31160735 0.49332196 0.3425546 ] [ 0.25116066 0.65892717 0.30485585 0.88210315 0.4927412 ] [ 0.82632406 0.55458412 0.50066174 0.40657678 0.39956661] [ 0.373563 0.65183722 0.33268406 0.60338454 0.56326641] [ 0.30702927 0.68672255 0.40151423 0.61004945 0.57810423] [ 0.49597288 0.5796319 0.5089789 0.60958181 0.48410236] [ 0.28870275 0.55206044 0.41076994 0.83350211 0.48713081] [ 0.70044863 0.47794124 0.58184671 0.31778208 0.42709179] [ 0.77714908 0.45265586 0.44547104 0.30271214 0.4702929 ] [ 0.26548361 0.54834539 0.39974968 0.75417793 0.50447551] [ 0.3669605 0.53990745 0.57242485 0.7349758 0.41121909] [ 0.29087496 0.56263304 0.48293817 0.80014426 0.35953245] [ 0.67238552 0.4805396 0.42443703 0.36591359 0.35644336] [ 0.27738134 0.64190909 0.39502817 0.81823505 0.45438274] [ 0.55289624 0.41302912 0.52983338 0.61810626 0.4092116 ] [ 0.66792214 0.48442418 0.50586326 0.50997644 0.46652551] [ 0.76674996 0.67394397 0.51566027 0.56143994 0.37642515] [ 0.29473154 0.64829979 0.43011811 0.62113137 0.47074609] [ 0.54023141 0.49706481 0.47993549 0.52577704 0.44239544] [ 0.84500707 0.33976722 0.63509214 0.14073418 0.38486211] [ 0.73285879 0.34685001 0.56610211 0.51394799 0.38809002] [ 0.73262552 0.39441316 0.56303584 0.39930692 0.33921325] [ 0.69769953 0.57229473 0.5478168 0.46421746 0.46027476] [ 0.79222326 0.54182554 0.47388263 0.29768692 0.3047107 ] [ 0.8451743 0.41213222 0.42801956 0.17960489 0.26887276] [ 0.53261114 0.48696121 0.31863909 0.49354251 0.455879 ] [ 0.69856081 0.49650325 0.56438767 0.23777455 0.50244634] [ 0.27304482 0.48945129 0.56801221 0.72369556 0.54902212] [ 0.63179047 0.40395251 0.61552608 0.2364959 0.53553475] [ 0.40735736 0.64469899 0.38302451 0.65885344 0.46176128] [ 0.54259124 0.53071619 0.52669887 0.44429938 0.43813642] [ 0.73898151 0.48140055 0.4613226 0.20225902 0.28195608] [ 0.75894935 0.30230346 0.5152761 0.41130356 0.42378427] [ 0.38653484 0.47480523 0.45493319 0.63770085 0.45595999] [ 0.58633615 0.66212112 0.41147121 0.63462954 0.44348844] [ 0.61090018 0.43442078 0.50975098 0.61604705 0.32954783] [ 0.39030742 0.53740032 0.43810038 0.62764728 0.66449309] [ 0.55463982 0.48761374 0.4649633 0.51151341 0.57346467] [ 0.66033785 0.42464 0.51788068 0.20198667 0.50544231] [ 0.76429177 0.50389442 0.60133699 0.37299104 0.42014999] [ 0.41148932 0.61995178 0.42056364 0.5836507 0.42896061] [ 0.60157147 0.57631845 0.41800823 0.54861352 0.34330471] [ 0.36162517 0.62278966 0.50172196 0.75605558 0.61840422] [ 0.6517765 0.36846366 0.50836392 0.28886601 0.37786214] [ 0.72683809 0.48852567 0.45412339 0.43277492 0.43469296] [ 0.7790202 0.5385829 0.45752609 0.27654946 0.49928675] [ 0.88954931 0.41095843 0.52307364 0.09323636 0.34241535] [ 0.78972536 0.31075968 0.41728866 0.26709324 0.29749893] [ 0.31587696 0.53653877 0.47464838 0.80524421 0.53650912] [ 0.4320014 0.52679552 0.51630472 0.74522214 0.46147364] [ 0.72627888 0.37689472 0.58296693 0.43610733 0.3518229 ] [ 0.73016867 0.4164092 0.64015707 0.25617209 0.43977016] [ 0.54192782 0.63603053 0.28373301 0.59380143 0.36046442] [ 0.17651656 0.53044203 0.40715642 0.89597487 0.45279787] [ 0.5369957 0.57933763 0.4529137 0.63727448 0.40119379] [ 0.49384598 0.5279393 0.5301306 0.74476828 0.47616217] [ 0.71979662 0.50292866 0.5585615 0.33689043 0.46886268] [ 0.48970345 0.52133786 0.4838034 0.50286229 0.38929188] [ 0.71618105 0.43534928 0.3942039 0.31911722 0.34408534] [ 0.50383654 0.47809899 0.56927678 0.61439093 0.44474387] [ 0.55094547 0.56550411 0.42386854 0.46902593 0.34551967] [ 0.70135624 0.49394471 0.47783663 0.63988792 0.50068761] [ 0.83891994 0.35795912 0.60580699 0.22740629 0.39309737] [ 0.25222232 0.51920444 0.38355382 0.85831006 0.56149647] [ 0.15906982 0.61934595 0.42192026 0.87246831 0.45184191] [ 0.55401446 0.49572173 0.6005295 0.3754426 0.41428087] [ 0.67084018 0.46107018 0.38959284 0.36275324 0.37972898] [ 0.52492562 0.54718058 0.38412344 0.75668682 0.29580758] [ 0.6162365 0.38708646 0.64255315 0.33174882 0.46946954] [ 0.53101328 0.56779963 0.51443548 0.45647737 0.60612307] [ 0.73780919 0.55526606 0.63156247 0.42609534 0.42587662] [ 0.7393261 0.46279717 0.54374592 0.29053668 0.4754765 ] [ 0.56537793 0.45048832 0.62827247 0.60920351 0.50360442] [ 0.55192901 0.53292446 0.59016464 0.39913168 0.45564246] [ 0.60174899 0.49980555 0.46118364 0.54877526 0.52005025] Progress: 44.4% ... Training loss: 0.502 ... Validation loss: 0.830[ 0.3057079 0.67291078 0.3504918 0.73531473 0.48646949] [ 0.32320282 0.68922555 0.4021946 0.6902816 0.51445279] [ 0.20123557 0.58693273 0.43910133 0.75462153 0.51229106] [ 0.51369849 0.58963138 0.35543061 0.60185384 0.38396961] [ 0.5971067 0.49287607 0.60500323 0.43377779 0.46006977] [ 0.29209726 0.61422069 0.51785581 0.84243696 0.63228011] [ 0.44674143 0.61851571 0.44292474 0.62529777 0.66819951] [ 0.46703537 0.55871734 0.5217842 0.47738402 0.35815667] [ 0.66789188 0.40103383 0.47184591 0.41344747 0.33191614] [ 0.57329753 0.45923913 0.57853418 0.30918725 0.60816981] [ 0.57332159 0.52079149 0.38392872 0.5769257 0.51229982] [ 0.33822595 0.65160304 0.31473369 0.71123259 0.45924633] [ 0.60448958 0.44803849 0.30779029 0.60850285 0.37353471] [ 0.52705591 0.49363058 0.57600945 0.55309828 0.46230642] [ 0.45320097 0.64342702 0.48285546 0.7547483 0.57182154] [ 0.27954945 0.74058177 0.34478864 0.87811727 0.49861751] [ 0.24247831 0.65886505 0.39829664 0.87488352 0.44592012] [ 0.44149431 0.53951302 0.48660191 0.84270447 0.55144558] [ 0.88477603 0.40425645 0.55744864 0.21252037 0.38149469] [ 0.52749085 0.37996376 0.42306101 0.46967458 0.44001072] [ 0.23576933 0.5516343 0.53235268 0.86499202 0.53993831] [ 0.46980654 0.58346695 0.53632575 0.67802012 0.59376969] [ 0.67310259 0.56612083 0.48481602 0.48524718 0.41669878] [ 0.66604236 0.52089929 0.66233519 0.46985594 0.46535714] [ 0.28258609 0.5500737 0.52024032 0.82808841 0.64950004] [ 0.72111936 0.44080506 0.42814704 0.43251926 0.50449785] [ 0.66730134 0.67914861 0.35647147 0.45220941 0.34990974] [ 0.53616407 0.38510689 0.50063648 0.6010974 0.44147095] [ 0.41952728 0.43838074 0.4534503 0.65438835 0.41832864] [ 0.22217417 0.60123762 0.53791942 0.75361962 0.57067301] [ 0.68532535 0.52952276 0.48514941 0.26172059 0.45710848] [ 0.59772663 0.54278983 0.33121053 0.44566325 0.38757866] [ 0.1838617 0.62411959 0.48001499 0.75918103 0.63537847] [ 0.3772805 0.67352886 0.42357948 0.72656841 0.53409386] [ 0.42582574 0.52728387 0.57342591 0.63534782 0.56492343] [ 0.20390335 0.50734509 0.38873934 0.86482493 0.5813639 ] [ 0.41382381 0.53073573 0.48009421 0.7937453 0.52031744] [ 0.73416571 0.46725265 0.38006113 0.51537847 0.45801991] [ 0.72830033 0.5324463 0.46362088 0.32917634 0.54014076] [ 0.63117948 0.41197639 0.35073588 0.55693547 0.33941731] [ 0.70689952 0.44722153 0.48010752 0.32611201 0.36881108] [ 0.61930341 0.52871051 0.49469579 0.43915222 0.61655116] [ 0.3768564 0.60500109 0.36465381 0.66994644 0.36769842] [ 0.82071601 0.43147163 0.47560039 0.28095017 0.23987323] [ 0.15434231 0.49557738 0.41750686 0.88612042 0.59943806] [ 0.45152625 0.41177751 0.43050844 0.71146067 0.41751694] [ 0.50200923 0.52960355 0.50859621 0.71476603 0.4115492 ] [ 0.27496915 0.60440428 0.41696676 0.79159678 0.53555885] [ 0.67322855 0.45572574 0.47414104 0.40063705 0.48448525] [ 0.32203317 0.58512301 0.52223576 0.75145002 0.43600588] [ 0.48508207 0.5113344 0.45621045 0.46415349 0.38431791] [ 0.52519537 0.4689917 0.49419609 0.5385635 0.5356484 ] [ 0.54802806 0.64386507 0.43270887 0.63829768 0.43070834] [ 0.61856517 0.56159463 0.4501257 0.29054305 0.44147115] [ 0.64535454 0.59029727 0.54410744 0.52737866 0.44332845] [ 0.43202034 0.52135413 0.3047951 0.8162492 0.41212335] [ 0.28187612 0.68461807 0.3455545 0.73688238 0.55750335] [ 0.35737808 0.51531287 0.43169147 0.48876212 0.42108745] [ 0.55756419 0.64374779 0.40992229 0.73065326 0.51657497] [ 0.65938759 0.5764562 0.5102146 0.3971228 0.51475163] [ 0.74618368 0.49144121 0.40098995 0.66586518 0.38388757] [ 0.48389171 0.41431287 0.58917741 0.67404938 0.4817613 ] [ 0.87102381 0.42146508 0.56349873 0.29439742 0.31451599] [ 0.50578987 0.43487719 0.46060866 0.60922319 0.47781191] [ 0.26866531 0.70075427 0.39061075 0.72476941 0.46711219] [ 0.86757648 0.32481285 0.57201916 0.19434033 0.38517349] [ 0.4871313 0.42533205 0.67472897 0.55859353 0.43188192] [ 0.83600068 0.5119015 0.42392748 0.30043208 0.37567085] [ 0.8211002 0.4325877 0.35530272 0.30988331 0.36404447] [ 0.40544232 0.53985886 0.61784677 0.5152015 0.60460223] [ 0.61389541 0.60614056 0.5359651 0.52459421 0.3675073 ] [ 0.82419955 0.38310708 0.50727472 0.21908617 0.40388724] [ 0.39211269 0.62166484 0.35634215 0.53406968 0.44317136] [ 0.44440988 0.67640992 0.39799242 0.6699695 0.54842988] [ 0.51066615 0.61426609 0.4202884 0.64855968 0.56960567] [ 0.46637821 0.58847181 0.48194421 0.49210832 0.46271458] [ 0.7494758 0.50393412 0.62206901 0.23620828 0.38053131] [ 0.38517481 0.50747484 0.54560136 0.69184589 0.39713842] [ 0.87954947 0.29897807 0.53385099 0.12529257 0.36722808] [ 0.17563961 0.48860369 0.46021411 0.74051636 0.67267233] [ 0.12791621 0.60999094 0.47970925 0.82915816 0.55967399] [ 0.26306643 0.69729224 0.28735839 0.77704583 0.49784504] [ 0.39414296 0.50019962 0.52507662 0.7104811 0.56095499] [ 0.66785486 0.41147831 0.55413965 0.57923574 0.2673479 ] [ 0.71350743 0.46572111 0.44854925 0.34125076 0.55488488] [ 0.3460438 0.54123416 0.46998469 0.85672662 0.51073497] [ 0.34110428 0.61818337 0.51412263 0.76740417 0.47949278] [ 0.56720886 0.48790627 0.58359705 0.41083988 0.46199383] [ 0.3717713 0.45452107 0.43005085 0.7025928 0.41796339] [ 0.4848771 0.41579615 0.4613569 0.57696278 0.37652143] [ 0.43262676 0.53131067 0.44119236 0.51369696 0.50753407] [ 0.64381334 0.6026944 0.54497329 0.50812741 0.50126787] [ 0.58489387 0.50223491 0.48971526 0.37644433 0.42705238] [ 0.30312977 0.63341715 0.39030141 0.86611834 0.51888543] [ 0.55592211 0.47554224 0.42089615 0.38979957 0.44820372] [ 0.34293335 0.56894077 0.42919856 0.62287107 0.60948055] [ 0.66335162 0.60505509 0.46720445 0.44489304 0.4300989 ] [ 0.67952816 0.44627006 0.42880662 0.33907614 0.50712246] [ 0.58514034 0.51778443 0.43215828 0.46336691 0.40813894] [ 0.48604373 0.47512835 0.40996865 0.39931197 0.47890689] [ 0.4211787 0.44175698 0.40177597 0.46773962 0.40956184] [ 0.59906877 0.61707911 0.46503958 0.66331995 0.50543752] [ 0.80222439 0.52754383 0.48861413 0.40765593 0.38944979] [ 0.21562431 0.53855888 0.39227497 0.63934188 0.69778537] [ 0.43328217 0.58391236 0.57266984 0.5559467 0.50761354] [ 0.60957775 0.4655268 0.59537013 0.41657094 0.59683877] [ 0.39299726 0.65998021 0.39617973 0.62191794 0.37388626] [ 0.53733523 0.63455174 0.43807694 0.52522237 0.39534304] [ 0.73887781 0.42795387 0.56044169 0.34348255 0.3700216 ] [ 0.54335113 0.58053987 0.51326284 0.66516756 0.39422772] [ 0.33505879 0.53283208 0.53517276 0.7792945 0.58122193] [ 0.70887117 0.59524122 0.48904321 0.61405767 0.4685088 ] [ 0.74921236 0.53392091 0.51201244 0.45786537 0.42337916] [ 0.57593839 0.5133864 0.3525068 0.29653373 0.41174782] [ 0.84558143 0.31503229 0.49410392 0.25875235 0.37561718] [ 0.77383848 0.26019639 0.48911947 0.23241278 0.41569345] [ 0.70313146 0.42573498 0.55332692 0.2765437 0.35362018] [ 0.31649902 0.59438703 0.35421192 0.63634156 0.54872466] [ 0.36164695 0.58961677 0.35942571 0.59889876 0.37925655] [ 0.36276886 0.43507757 0.55056017 0.6672552 0.60465249] [ 0.200835 0.57297849 0.35069081 0.91815776 0.65709122] [ 0.55574195 0.63474802 0.45118793 0.53360575 0.49672959] [ 0.67391078 0.58675838 0.45924683 0.40338862 0.46531739] [ 0.37376939 0.57924955 0.34382137 0.70690097 0.58444038] [ 0.24152836 0.5105204 0.43905524 0.85614028 0.50384591] [ 0.56223226 0.41819331 0.5557645 0.39924436 0.35741771] [ 0.60720887 0.57506363 0.44255002 0.6595205 0.42978752] [ 0.7964028 0.56876042 0.48289243 0.53133724 0.37652063] Progress: 44.5% ... Training loss: 0.502 ... Validation loss: 0.825[ 0.73955769 0.47820922 0.35880922 0.33619384 0.33245426] [ 0.78821815 0.34275635 0.64320438 0.20103385 0.35326703] [ 0.3938143 0.47969142 0.40207959 0.7996968 0.37005262] [ 0.51616679 0.63218674 0.45559718 0.47278998 0.40776396] [ 0.51017876 0.46906493 0.51552625 0.52328497 0.4474475 ] [ 0.73538705 0.50489069 0.46246769 0.36143381 0.40033122] [ 0.13305434 0.6632722 0.43760066 0.87124519 0.41776824] [ 0.29294581 0.73245634 0.32252777 0.69699345 0.48735057] [ 0.77747135 0.41456364 0.42362999 0.31047279 0.32626875] [ 0.20320607 0.57624039 0.63230387 0.61922513 0.62470175] [ 0.34549789 0.6267783 0.44715304 0.55539227 0.48780776] [ 0.28408512 0.71475774 0.41509852 0.73327373 0.59016938] [ 0.84226244 0.38487857 0.49431544 0.21523336 0.33530435] [ 0.73004574 0.46732798 0.55312639 0.15597034 0.41846915] [ 0.6442815 0.42746656 0.54270696 0.53263811 0.36592115] [ 0.49171917 0.52474313 0.47800838 0.61750629 0.58354651] [ 0.54097838 0.60685278 0.55079329 0.56318771 0.39188834] [ 0.51137422 0.58002803 0.49726651 0.45374118 0.43350309] [ 0.77617818 0.30943293 0.47005236 0.1897243 0.35566418] [ 0.6646749 0.44844739 0.53029892 0.60854471 0.34394759] [ 0.60854201 0.35105226 0.54930786 0.30225656 0.61202918] [ 0.61582753 0.53040421 0.42008951 0.50116116 0.33582668] [ 0.58622044 0.44762897 0.49822346 0.39352002 0.49921698] [ 0.54345759 0.61664654 0.3976953 0.37762476 0.35590178] [ 0.6239119 0.42946227 0.64618959 0.61546888 0.48019506] [ 0.24831159 0.5788665 0.47620162 0.73684711 0.62980044] [ 0.41661715 0.62423103 0.44965951 0.60596286 0.54195357] [ 0.51107685 0.46417236 0.56270205 0.55112668 0.4561819 ] [ 0.23138465 0.57424808 0.51482744 0.76022948 0.50039667] [ 0.6557098 0.5722475 0.43357703 0.34187168 0.31779763] [ 0.7934253 0.49346952 0.45978197 0.3721887 0.42147238] [ 0.24168269 0.71973065 0.37458649 0.77113596 0.44663272] [ 0.56262989 0.4077564 0.48804201 0.3866672 0.51982101] [ 0.42729702 0.55193681 0.44254592 0.72634828 0.37065871] [ 0.72611638 0.37709669 0.58288819 0.43615945 0.35189888] [ 0.26417598 0.71971918 0.37952698 0.76518288 0.57776483] [ 0.67737841 0.52236084 0.50311939 0.45314959 0.3654076 ] [ 0.32066539 0.54467353 0.60537624 0.79096447 0.45458419] [ 0.58405807 0.45558411 0.55464357 0.4520963 0.44214083] [ 0.5593071 0.59879489 0.56432841 0.57817721 0.37000383] [ 0.55957064 0.57917903 0.33760715 0.42419542 0.3579918 ] [ 0.80139511 0.43299264 0.53973704 0.35268393 0.47557632] [ 0.83541729 0.37529172 0.52204905 0.33357994 0.39355011] [ 0.75791804 0.51320548 0.53544919 0.23963155 0.33811376] [ 0.47390068 0.38242054 0.57191223 0.67201439 0.55406397] [ 0.72172688 0.43372183 0.63477677 0.54177638 0.35753044] [ 0.72149426 0.50692228 0.28589777 0.44153755 0.32063103] [ 0.4160476 0.53996006 0.42217882 0.70843398 0.53048467] [ 0.47222694 0.51206563 0.54853012 0.5765424 0.57212758] [ 0.6095328 0.46552772 0.5953664 0.41658541 0.59684069] [ 0.22879294 0.61870364 0.43247865 0.64117739 0.45779614] [ 0.55818555 0.63245293 0.45092272 0.56948293 0.46302446] [ 0.7573257 0.50757612 0.4063157 0.27215596 0.33773258] [ 0.91025548 0.46770544 0.50141668 0.21090396 0.31142818] [ 0.33374249 0.5560405 0.4629263 0.81371296 0.52690902] [ 0.46601961 0.60395055 0.39900219 0.53690904 0.41640631] [ 0.34720811 0.45141724 0.48142814 0.62992831 0.53572923] [ 0.65332289 0.48761293 0.57598565 0.4039678 0.47223998] [ 0.59016225 0.5020731 0.41296644 0.27896843 0.45294859] [ 0.79624926 0.39261356 0.57425574 0.17250633 0.42882556] [ 0.56398868 0.61162783 0.4931622 0.45234205 0.39827185] [ 0.29417218 0.59027944 0.54256893 0.85211252 0.47948163] [ 0.5557745 0.4671152 0.40279994 0.4072485 0.48016539] [ 0.61318613 0.43259331 0.46861148 0.53816008 0.35587447] [ 0.32390287 0.67244843 0.51652074 0.54072767 0.3984124 ] [ 0.19917181 0.55640433 0.53969733 0.82095397 0.56484618] [ 0.74713354 0.44529512 0.45534151 0.27821817 0.34321586] [ 0.62654613 0.53563146 0.43040202 0.45122202 0.5525297 ] [ 0.33031269 0.62349011 0.45732868 0.53609746 0.61588145] [ 0.34666037 0.63901468 0.44159399 0.61457946 0.39599964] [ 0.55197366 0.54028335 0.4916649 0.72413657 0.39407453] [ 0.71275705 0.39959769 0.58934583 0.61546052 0.3963975 ] [ 0.46200505 0.50859091 0.49009947 0.70181575 0.53861688] [ 0.76871763 0.54838054 0.50713419 0.41087955 0.47267456] [ 0.64899152 0.54256262 0.49400068 0.47113925 0.54574774] [ 0.5339409 0.56008033 0.44802654 0.6785693 0.41577874] [ 0.76309994 0.43317213 0.45730255 0.37705284 0.54511859] [ 0.5021893 0.63846168 0.40965852 0.64109157 0.45401713] [ 0.59934211 0.65778569 0.41804705 0.60873189 0.43499673] [ 0.51178389 0.38105063 0.48186517 0.74893369 0.46010394] [ 0.7548463 0.45846465 0.59698618 0.39172021 0.5173981 ] [ 0.62168211 0.53970958 0.40489288 0.29487601 0.39606386] [ 0.33843418 0.53668368 0.60115363 0.68578522 0.42070147] [ 0.55869019 0.48443615 0.46611782 0.45367904 0.50419574] [ 0.36876412 0.58231204 0.48635408 0.74564461 0.45439911] [ 0.56219092 0.51522588 0.52999745 0.55059965 0.52767072] [ 0.24928428 0.62760832 0.49650806 0.84526207 0.5597887 ] [ 0.54364582 0.51594671 0.44146078 0.49829559 0.45949217] [ 0.60196425 0.59907024 0.55752635 0.50111528 0.52702661] [ 0.61602935 0.41290377 0.4387348 0.64067878 0.3089633 ] [ 0.6198294 0.5510348 0.46997029 0.8008112 0.50768117] [ 0.40693093 0.71844514 0.44294416 0.74635505 0.49080757] [ 0.39637855 0.65377285 0.35952236 0.70360115 0.42482954] [ 0.34941948 0.64573789 0.37340541 0.5651893 0.52853454] [ 0.32454614 0.7139074 0.36202036 0.69036688 0.44693374] [ 0.75890135 0.36460581 0.6475154 0.41892701 0.3827873 ] [ 0.35359153 0.59676521 0.55530375 0.81482252 0.46029701] [ 0.21746514 0.65004251 0.45704173 0.8611543 0.46978908] [ 0.27458218 0.72203847 0.41767039 0.73237305 0.51388757] [ 0.84606059 0.4720657 0.61191095 0.21902191 0.39118242] [ 0.49351499 0.45216497 0.52556499 0.50637356 0.49928452] [ 0.7073138 0.37378092 0.49692328 0.34793828 0.4241304 ] [ 0.70174735 0.40923074 0.58934689 0.48783017 0.39044114] [ 0.54441578 0.45655664 0.50268417 0.24495995 0.4891604 ] [ 0.54078363 0.56610049 0.58336513 0.72891144 0.53272549] [ 0.72901548 0.5010962 0.69416525 0.50425982 0.37218566] [ 0.87539527 0.35444504 0.61625989 0.19409251 0.38113358] [ 0.23631497 0.58952079 0.52119001 0.82765803 0.59086093] [ 0.62973324 0.42907092 0.57900258 0.39308265 0.4898753 ] [ 0.35879835 0.54922523 0.3498989 0.57142604 0.57136576] [ 0.32500273 0.56331289 0.47473364 0.80688929 0.50118084] [ 0.62013762 0.61645748 0.56058382 0.55509744 0.5328252 ] [ 0.53678151 0.57703677 0.36607513 0.39165671 0.32529381] [ 0.57784301 0.42803417 0.43773577 0.38736585 0.4619447 ] [ 0.62357362 0.39062902 0.60800426 0.59493711 0.44301086] [ 0.8481566 0.44945069 0.52331542 0.25527284 0.42545263] [ 0.28077941 0.64124052 0.38990906 0.77271941 0.53468681] [ 0.17725667 0.61012498 0.35963002 0.85967057 0.57089798] [ 0.26355697 0.57200909 0.38485452 0.83420046 0.55507436] [ 0.69528352 0.36676836 0.53322793 0.34128457 0.48134044] [ 0.6454242 0.49346593 0.4782186 0.41665804 0.42057231] [ 0.56600655 0.54991812 0.45225987 0.34491914 0.4633161 ] [ 0.48431573 0.44550225 0.48077897 0.41292446 0.44289607] [ 0.38294091 0.56261483 0.44702213 0.63864169 0.37709288] [ 0.3909038 0.5772923 0.40492502 0.62828645 0.47434406] [ 0.71295448 0.4746976 0.60619516 0.22455981 0.51201566] [ 0.75254024 0.47551553 0.61608066 0.33249842 0.44948142] [ 0.70688936 0.59633891 0.48856569 0.61529208 0.46894463] Progress: 44.5% ... Training loss: 0.502 ... Validation loss: 0.823[ 0.49907325 0.60410994 0.54532169 0.66134465 0.54413741] [ 0.75169144 0.52341637 0.34906666 0.45736691 0.41339193] [ 0.81546936 0.45487261 0.55375395 0.32163892 0.4124778 ] [ 0.69210193 0.41423327 0.55504395 0.22799492 0.61740238] [ 0.25962014 0.54291807 0.52631424 0.79100173 0.60394477] [ 0.83501783 0.4468926 0.56489962 0.15007667 0.42726603] [ 0.76116683 0.4526704 0.62720739 0.55887797 0.395684 ] [ 0.21515409 0.5763956 0.44334292 0.74578895 0.473839 ] [ 0.48329236 0.45659404 0.52585119 0.53484105 0.45042118] [ 0.38714107 0.52585228 0.50998892 0.69352775 0.67086806] [ 0.45659596 0.52410285 0.44563787 0.83813196 0.52331089] [ 0.77329153 0.39377907 0.50017941 0.21643647 0.34098253] [ 0.72897566 0.44308697 0.5373738 0.40631951 0.4161497 ] [ 0.84710768 0.47039824 0.34528822 0.39244588 0.3064487 ] [ 0.70513508 0.34417878 0.6749559 0.27490054 0.45129148] [ 0.49326371 0.54923577 0.46476477 0.3427183 0.38238486] [ 0.52827786 0.60834518 0.32551407 0.76285918 0.56033985] [ 0.43880244 0.61966654 0.24418809 0.78308117 0.50210067] [ 0.66170972 0.43213773 0.44626799 0.26549739 0.37667038] [ 0.45642939 0.44467133 0.47835855 0.70274478 0.46693199] [ 0.52059592 0.62133325 0.44165035 0.56329387 0.59442324] [ 0.7720985 0.50305536 0.46958572 0.34256134 0.34293106] [ 0.55393293 0.58598765 0.37067339 0.57556888 0.34563482] [ 0.33692955 0.66104377 0.31061151 0.80316319 0.5104344 ] [ 0.23707932 0.55440142 0.57375701 0.70287478 0.67977771] [ 0.27309861 0.67906107 0.45308045 0.67737746 0.47372649] [ 0.27451196 0.57654679 0.53076655 0.74747916 0.40115043] [ 0.78182651 0.4202308 0.54945714 0.45433063 0.4323766 ] [ 0.33912337 0.61930681 0.51361289 0.76826147 0.47996789] [ 0.55604056 0.45022928 0.44256207 0.7091858 0.52062669] [ 0.57760783 0.54002132 0.53904099 0.44122763 0.52220708] [ 0.56361707 0.61177562 0.49309014 0.45259756 0.39833624] [ 0.75253045 0.47315588 0.46508993 0.30539928 0.42881803] [ 0.80172433 0.50257968 0.55600854 0.28646439 0.40917704] [ 0.82017403 0.3892478 0.46615537 0.27009127 0.31772203] [ 0.26566657 0.68710947 0.45133862 0.73403147 0.69013492] [ 0.55375303 0.56834069 0.46362866 0.44714175 0.32554315] [ 0.66200607 0.52847857 0.52596211 0.40950275 0.44326831] [ 0.6417927 0.52688282 0.54727827 0.49872975 0.36844569] [ 0.80536106 0.41820845 0.52742014 0.39616733 0.39374395] [ 0.12603497 0.67819357 0.38787811 0.84422142 0.55253709] [ 0.56506748 0.54141731 0.43065747 0.48701682 0.31935506] [ 0.72375351 0.38514754 0.5723637 0.4572354 0.35918194] [ 0.22045296 0.56291938 0.41292398 0.77866516 0.52282495] [ 0.40571473 0.54054764 0.64079267 0.58454323 0.56512569] [ 0.61236026 0.6073405 0.41346524 0.48109437 0.40871192] [ 0.5307525 0.57482876 0.60243628 0.46405531 0.48096185] [ 0.84158722 0.42583453 0.46500808 0.38650547 0.36969561] [ 0.81927903 0.30313793 0.57111814 0.12499615 0.43987077] [ 0.42278325 0.58115686 0.42780225 0.40479594 0.56495576] [ 0.79010035 0.33823782 0.57676484 0.18147884 0.45278518] [ 0.53360937 0.38656462 0.55464268 0.39731649 0.32538548] [ 0.37002915 0.540661 0.50823544 0.86774703 0.57882934] [ 0.16102954 0.66832199 0.38534987 0.88146313 0.56198503] [ 0.75036143 0.46286636 0.45374144 0.21097152 0.33817272] [ 0.62968167 0.52527125 0.48485841 0.3551816 0.58923407] [ 0.4740536 0.57160847 0.37587471 0.48792168 0.43610568] [ 0.31119002 0.5524528 0.42367666 0.78420933 0.3830449 ] [ 0.53811021 0.47928624 0.56817829 0.69970197 0.48986244] [ 0.28102263 0.4533729 0.48280011 0.69659121 0.47130604] [ 0.45956842 0.30236377 0.50270641 0.5493475 0.42917548] [ 0.46762337 0.51165355 0.51330747 0.44622866 0.54245808] [ 0.58169767 0.50043351 0.58473419 0.32390703 0.57693585] [ 0.72061386 0.45163933 0.67630642 0.33564327 0.45713742] [ 0.35916254 0.55384583 0.52557232 0.65682697 0.55266434] [ 0.73883622 0.40667051 0.53604483 0.20857009 0.38721688] [ 0.6401033 0.34239015 0.6394221 0.60254379 0.4701364 ] [ 0.29978027 0.56695706 0.39755019 0.82421418 0.4421524 ] [ 0.3755514 0.44207014 0.34440133 0.68764249 0.53647248] [ 0.68642539 0.3703042 0.60629952 0.57980277 0.41292943] [ 0.53537489 0.39710698 0.57247586 0.29080524 0.54577967] [ 0.85032881 0.35353543 0.58339368 0.22027372 0.44757636] [ 0.62462819 0.30599239 0.57752819 0.6487207 0.48625064] [ 0.58886262 0.39798723 0.56215821 0.37849421 0.49267851] [ 0.76589141 0.3295553 0.58328024 0.3146771 0.34908634] [ 0.86034475 0.46815952 0.62184798 0.21960094 0.3756085 ] [ 0.40153311 0.58066694 0.42038159 0.50159991 0.40119014] [ 0.57833984 0.62968911 0.35537408 0.69696612 0.53601695] [ 0.57367871 0.60061809 0.65955893 0.57224147 0.51122586] [ 0.7469544 0.54746897 0.5530652 0.46856368 0.35262464] [ 0.8049012 0.40149138 0.46068216 0.38693491 0.3190842 ] [ 0.2490425 0.64155087 0.47028225 0.80827682 0.47328132] [ 0.82952683 0.47854846 0.57539026 0.31150919 0.40647368] [ 0.55296786 0.33845803 0.45212474 0.53183712 0.41778017] [ 0.42189143 0.37123187 0.44460914 0.45121365 0.69869245] [ 0.77664189 0.37471258 0.62331467 0.38179725 0.39456651] [ 0.61634839 0.44470456 0.53553158 0.69840763 0.43278455] [ 0.3992376 0.45235398 0.48794544 0.86001007 0.56940423] [ 0.83098507 0.39568744 0.59530651 0.17014736 0.37235078] [ 0.7520071 0.3410666 0.59381176 0.40778042 0.41584566] [ 0.2170892 0.57008239 0.49147066 0.90161897 0.67072586] [ 0.50342453 0.62162548 0.29701235 0.51164005 0.47707749] [ 0.29622075 0.52296368 0.43632986 0.6679908 0.49376457] [ 0.3423994 0.63498383 0.35837885 0.66339191 0.43831559] [ 0.70060483 0.55236102 0.48418946 0.494321 0.51869829] [ 0.62601709 0.56153511 0.55808916 0.60973832 0.57019882] [ 0.47630698 0.52259571 0.50937343 0.82985013 0.51932668] [ 0.66276314 0.40138631 0.45439238 0.4805979 0.53503555] [ 0.78505239 0.33850736 0.55810195 0.22358401 0.40163095] [ 0.57003185 0.40139719 0.53578022 0.43846758 0.51429234] [ 0.51455949 0.45467668 0.47108812 0.62924985 0.40345994] [ 0.60196268 0.43268194 0.6293341 0.2058074 0.54558176] [ 0.22607229 0.45713716 0.42354478 0.84864843 0.52825407] [ 0.53558757 0.51768007 0.59604616 0.41885026 0.6369463 ] [ 0.47323417 0.51757716 0.40961123 0.38834279 0.52068991] [ 0.62937746 0.50099569 0.44831582 0.61162285 0.4974492 ] [ 0.47583757 0.52163924 0.56830025 0.34523591 0.45523073] [ 0.56548074 0.64370114 0.3195916 0.77214036 0.57000337] [ 0.49548075 0.64947043 0.413006 0.78874078 0.5645104 ] [ 0.52289343 0.51810129 0.57987174 0.33294318 0.54191619] [ 0.68116925 0.4685679 0.509071 0.43001585 0.4424782 ] [ 0.36320356 0.58318215 0.58010051 0.76558244 0.52257111] [ 0.34426338 0.56124942 0.61178046 0.77646367 0.51531464] [ 0.54236335 0.54286179 0.36339549 0.41374354 0.43709329] [ 0.27659912 0.59125333 0.54119234 0.8567562 0.58797982] [ 0.64875077 0.54273266 0.49392448 0.47123207 0.54580797] [ 0.28238183 0.58572433 0.53001743 0.74570638 0.54054044] [ 0.37973007 0.66291705 0.46768342 0.63980337 0.41546009] [ 0.39641215 0.55906136 0.3735627 0.62590612 0.41198647] [ 0.5603206 0.66270552 0.50245325 0.48713812 0.63355349] [ 0.30169959 0.60624864 0.44429327 0.76533267 0.42390106] [ 0.65109633 0.50060637 0.56477464 0.45632354 0.5059365 ] [ 0.5859425 0.41252107 0.39001355 0.51754382 0.47927811] [ 0.87717935 0.42902438 0.54763763 0.26642501 0.37062612] [ 0.48097771 0.49003025 0.38409065 0.52874773 0.43442549] [ 0.45800414 0.70994602 0.43074278 0.75619778 0.54004726] [ 0.4004666 0.59824281 0.40752959 0.68774989 0.60681087] [ 0.40734817 0.54645434 0.53796145 0.35269144 0.38867428] Progress: 44.5% ... Training loss: 0.501 ... Validation loss: 0.823[ 0.27190217 0.58018489 0.46417027 0.84664525 0.50636114] [ 0.55194802 0.61534029 0.40715219 0.54225917 0.47111929] [ 0.77803163 0.46359675 0.52915796 0.2890218 0.41448784] [ 0.29181806 0.57981352 0.55659965 0.79029802 0.54771664] [ 0.29062427 0.52836115 0.49391065 0.76897737 0.55378106] [ 0.27302647 0.61591659 0.39262918 0.84282053 0.50952438] [ 0.54907765 0.48599664 0.57251556 0.60053448 0.48506647] [ 0.72839965 0.38151692 0.48440023 0.39330469 0.36857282] [ 0.25301245 0.69880325 0.40822649 0.71104334 0.45365529] [ 0.77665281 0.48703019 0.4981793 0.30530979 0.37362742] [ 0.58867653 0.46165202 0.48685555 0.73281008 0.34578756] [ 0.6497788 0.49451423 0.57988695 0.73915874 0.43376822] [ 0.71635887 0.44232485 0.52399287 0.35362637 0.40794512] [ 0.84590025 0.33411997 0.45139073 0.2632681 0.41572039] [ 0.43039256 0.57678382 0.36876207 0.60331443 0.45620852] [ 0.37551913 0.43927753 0.53566018 0.48005743 0.60304731] [ 0.32695674 0.53581847 0.54866261 0.75241575 0.55541963] [ 0.67784569 0.32214351 0.59069833 0.29470532 0.39172656] [ 0.3768635 0.54489285 0.41071991 0.74982627 0.35406723] [ 0.47436216 0.35665 0.60053367 0.31395996 0.51912209] [ 0.52032412 0.44065317 0.55603749 0.34580399 0.63721805] [ 0.45584946 0.63092684 0.54479218 0.55808874 0.46525474] [ 0.68246325 0.44488432 0.54313907 0.57064948 0.49222819] [ 0.7311991 0.47801406 0.43455663 0.40264633 0.37214378] [ 0.6035873 0.36243774 0.29298013 0.34080969 0.40065864] [ 0.41218739 0.55989888 0.4259783 0.46368171 0.31225225] [ 0.16232347 0.75731527 0.30662825 0.81545024 0.53063023] [ 0.71460572 0.38458095 0.57071857 0.35468532 0.38657721] [ 0.70709192 0.36980424 0.62347041 0.43004286 0.46170497] [ 0.45627856 0.56411131 0.34759736 0.55014638 0.33886383] [ 0.75531775 0.65797357 0.53229179 0.45519264 0.36000883] [ 0.5768343 0.54308368 0.44034829 0.56488832 0.40827847] [ 0.60297566 0.3951186 0.63127463 0.29833533 0.57969572] [ 0.77850058 0.40544991 0.50227817 0.37307029 0.38550583] [ 0.53455442 0.6129637 0.41314869 0.38067105 0.39450675] [ 0.31153195 0.55240818 0.42367596 0.78413156 0.38305228] [ 0.59821454 0.60890876 0.40671178 0.43384152 0.3092102 ] [ 0.65344171 0.49166331 0.32482595 0.42416885 0.39406954] [ 0.74000754 0.44562484 0.5835667 0.63827502 0.34003486] [ 0.86488233 0.46095784 0.52107768 0.50074819 0.31055092] [ 0.26707227 0.70247957 0.47308315 0.7006321 0.57935995] [ 0.77639469 0.35034065 0.686392 0.39115434 0.34281484] [ 0.48784091 0.50740138 0.46039475 0.68728483 0.49122946] [ 0.34108385 0.63595749 0.32022189 0.78923686 0.50175005] [ 0.21278717 0.73617863 0.40350969 0.72328877 0.42913899] [ 0.44433017 0.62277304 0.4913568 0.60165118 0.57015013] [ 0.32106394 0.56777802 0.5811317 0.66601623 0.57831143] [ 0.09582251 0.60135524 0.53036433 0.91568373 0.65958145] [ 0.64455591 0.48604145 0.60163909 0.55275816 0.40095165] [ 0.61508976 0.43574711 0.50549072 0.73508188 0.45965379] [ 0.14082377 0.59057027 0.54100846 0.89161067 0.63301858] [ 0.72588355 0.43050482 0.42786705 0.29132992 0.39242268] [ 0.7111294 0.49779646 0.44703766 0.41137665 0.52453652] [ 0.74070843 0.46134337 0.51661324 0.21954336 0.44392225] [ 0.74933282 0.49192725 0.59746915 0.34594703 0.45354583] [ 0.63616694 0.56548022 0.40092454 0.40205065 0.37399295] [ 0.74945423 0.48568706 0.39529769 0.58479591 0.46926517] [ 0.34312699 0.60133955 0.56950364 0.51919232 0.43791215] [ 0.27302647 0.61591659 0.39262918 0.84282053 0.50952438] [ 0.39085711 0.67548786 0.51149896 0.74066314 0.54308314] [ 0.40301871 0.4763912 0.36577874 0.54234866 0.50401631] [ 0.20522545 0.54002272 0.49162035 0.85462092 0.62472989] [ 0.24993791 0.6218045 0.37570324 0.84110595 0.38683487] [ 0.67303812 0.34307979 0.460231 0.73625019 0.43613361] [ 0.77545451 0.38146411 0.53678445 0.23112553 0.3344541 ] [ 0.84988861 0.3743615 0.53251939 0.29659781 0.36445 ] [ 0.41029747 0.42813393 0.41945983 0.61025363 0.61466909] [ 0.69243897 0.4341596 0.59896839 0.26393572 0.37429171] [ 0.7044538 0.52628166 0.39311339 0.45656278 0.44755597] [ 0.73341062 0.50030505 0.49529972 0.34565686 0.4520461 ] [ 0.67723575 0.62268254 0.45406234 0.47369542 0.4943316 ] [ 0.30311867 0.63116051 0.52937459 0.55233718 0.63221699] [ 0.76110257 0.55517743 0.63544127 0.50896564 0.37222682] [ 0.62891446 0.47027394 0.51928446 0.6340891 0.45941113] [ 0.65799906 0.55063261 0.46173032 0.45617873 0.40272515] [ 0.13221815 0.70154303 0.3424476 0.88998279 0.60285176] [ 0.64873043 0.55522719 0.43622094 0.50652826 0.35935696] [ 0.73607368 0.38006491 0.48096634 0.27735721 0.36425586] [ 0.81589537 0.38150636 0.53983977 0.32731817 0.44821891] [ 0.37086562 0.5005295 0.53567725 0.60419442 0.50890314] [ 0.44665559 0.49488846 0.51882412 0.52701686 0.50342617] [ 0.74640785 0.54336485 0.49816638 0.41053904 0.39160775] [ 0.39778556 0.4609621 0.58856533 0.61488692 0.49822097] [ 0.5920841 0.58843152 0.28422039 0.49610722 0.37322689] [ 0.79207819 0.39132605 0.54010067 0.27774444 0.42651871] [ 0.66101303 0.43823695 0.6308928 0.42769298 0.43450229] [ 0.37056636 0.60254511 0.35689345 0.71655746 0.4136897 ] [ 0.86095458 0.40403123 0.51193035 0.33184632 0.41409353] [ 0.43206982 0.60021282 0.2653544 0.65422279 0.4400393 ] [ 0.70556251 0.45914679 0.48920635 0.49964049 0.38194345] [ 0.41196891 0.70906695 0.40520495 0.71001914 0.42165131] [ 0.7849955 0.57820503 0.39537572 0.29954043 0.26416729] [ 0.29498572 0.57633648 0.53025456 0.81159332 0.53867077] [ 0.76543458 0.38256929 0.53650267 0.23695358 0.40270991] [ 0.37338673 0.57971684 0.34360109 0.70700091 0.58468797] [ 0.77262976 0.41997734 0.52631919 0.30447642 0.369404 ] [ 0.28677028 0.47433711 0.39928914 0.58657727 0.7766557 ] [ 0.58875298 0.40753605 0.48307891 0.34649845 0.37654776] [ 0.73317712 0.37393022 0.39794627 0.46636568 0.42478867] [ 0.70921338 0.65123125 0.50354425 0.44847137 0.49605977] [ 0.19384983 0.64484362 0.429974 0.87023981 0.38119363] [ 0.62982445 0.4416825 0.56741938 0.57943062 0.43201459] [ 0.57013823 0.5989539 0.50171257 0.48525896 0.40531015] [ 0.35398453 0.57760305 0.4638653 0.78196812 0.45394865] [ 0.18090503 0.59832219 0.4330326 0.86072756 0.55213227] [ 0.8667604 0.53546324 0.46751644 0.38626725 0.35666374] [ 0.27744731 0.4603696 0.50960942 0.42073834 0.47970584] [ 0.39912591 0.55346524 0.48529079 0.77322859 0.40486222] [ 0.21285763 0.6928689 0.38439099 0.60748291 0.59456573] [ 0.56758287 0.57384073 0.49808727 0.57928639 0.50465658] [ 0.5843469 0.44943358 0.49292878 0.67651177 0.35078016] [ 0.80486748 0.37518252 0.58265877 0.34277917 0.40735777] [ 0.6865234 0.56302979 0.35442869 0.58618005 0.34424729] [ 0.44427141 0.46833629 0.4961788 0.51302348 0.4879348 ] [ 0.53029853 0.58098299 0.45543026 0.43288399 0.64739885] [ 0.49131281 0.64905664 0.39787886 0.66323115 0.5257925 ] [ 0.6766173 0.5121074 0.45861655 0.52048773 0.44700457] [ 0.38463058 0.55693517 0.42505347 0.73366787 0.59129127] [ 0.66260162 0.39628829 0.65239112 0.6140024 0.46140911] [ 0.64294856 0.56077577 0.39411951 0.6249475 0.58401527] [ 0.49224024 0.52466625 0.47802739 0.61727562 0.58353287] [ 0.62604655 0.44809801 0.44606064 0.44386615 0.30292368] [ 0.28105338 0.73178737 0.32313768 0.7836917 0.60193417] [ 0.23917258 0.61113008 0.4731512 0.81886588 0.51955078] [ 0.46101435 0.62750321 0.52141109 0.66953536 0.47110172] [ 0.49118369 0.46977712 0.55303027 0.5365093 0.42498245] [ 0.20090318 0.70894594 0.38299891 0.76369721 0.52813785] [ 0.4931381 0.49301087 0.47532563 0.80760341 0.3786053 ] Progress: 44.6% ... Training loss: 0.501 ... Validation loss: 0.822[ 0.76649315 0.45337074 0.36302597 0.34259043 0.33297576] [ 0.64937052 0.54217039 0.45603983 0.34947647 0.42174397] [ 0.68019816 0.51133519 0.42933193 0.39098416 0.40620329] [ 0.2218569 0.62718381 0.35140331 0.64068416 0.48033014] [ 0.48062063 0.60822128 0.42227952 0.50073217 0.39948356] [ 0.48659642 0.57180648 0.42019633 0.42121402 0.41674255] [ 0.1912711 0.58946162 0.47727155 0.68179743 0.63772962] [ 0.37806839 0.69307191 0.41526933 0.63851009 0.36157197] [ 0.23754325 0.55444047 0.57371879 0.70270821 0.67983425] [ 0.6080994 0.40316572 0.3972813 0.4037171 0.38702388] [ 0.860815 0.44916854 0.42891725 0.43334341 0.38607249] [ 0.60048143 0.49557122 0.52659105 0.69079894 0.33275586] [ 0.57143334 0.57350915 0.60933788 0.59106583 0.49843805] [ 0.51012362 0.50869511 0.5106806 0.70468803 0.36887514] [ 0.8324227 0.38688184 0.60789197 0.33919319 0.42014295] [ 0.42147043 0.55831113 0.48762053 0.80730163 0.44340955] [ 0.47421778 0.46851569 0.61618385 0.61359985 0.50267486] [ 0.45864526 0.53115763 0.56664724 0.68258335 0.42425853] [ 0.59594365 0.3204094 0.4367864 0.4254304 0.43937948] [ 0.57398962 0.38162055 0.56486066 0.54688376 0.35645918] [ 0.55410298 0.4544794 0.68467676 0.62183779 0.48280255] [ 0.61820726 0.55609308 0.51893137 0.47769946 0.3166767 ] [ 0.6037357 0.49788814 0.56033341 0.71625408 0.49597364] [ 0.37527402 0.62674726 0.39131361 0.64407269 0.44519771] [ 0.36039317 0.48619134 0.47712049 0.51358823 0.54427879] [ 0.50568701 0.64970464 0.49927407 0.56491053 0.40531718] [ 0.37617679 0.44207208 0.34436632 0.68743082 0.53654817] [ 0.60679896 0.43779851 0.50363498 0.33720473 0.54090767] [ 0.49807441 0.57983118 0.46905714 0.56846469 0.47776652] [ 0.3496256 0.55379307 0.38512036 0.75710036 0.42820515] [ 0.5280893 0.52214874 0.46854367 0.68002961 0.39233311] [ 0.2836755 0.5558993 0.36065104 0.79010321 0.50160518] [ 0.29862093 0.70996618 0.41665541 0.72671822 0.5802067 ] [ 0.72828455 0.43510729 0.39955649 0.41901995 0.56819204] [ 0.70448817 0.41737893 0.48584714 0.34898432 0.49155224] [ 0.75543154 0.39589013 0.46131054 0.60602656 0.38434761] [ 0.39185286 0.45177111 0.45483379 0.53907607 0.47131774] [ 0.68537315 0.48822747 0.39310923 0.28672533 0.35483865] [ 0.51304222 0.57309495 0.42999633 0.59883721 0.53964971] [ 0.83650097 0.36974223 0.60234739 0.23788209 0.43873539] [ 0.32546879 0.56367577 0.47451116 0.80682026 0.50144048] [ 0.73364295 0.44592997 0.39128883 0.26216379 0.33941251] [ 0.79845006 0.46190978 0.59285999 0.19488104 0.50768645] [ 0.80823214 0.36564224 0.48099624 0.3325021 0.37775331] [ 0.91491551 0.28305652 0.49907112 0.12822833 0.27084696] [ 0.48570038 0.5967399 0.45551512 0.58032117 0.45931658] [ 0.76410266 0.42348544 0.38396932 0.30489643 0.43042923] [ 0.32637628 0.58250252 0.46933111 0.55469264 0.40918503] [ 0.74795324 0.37294874 0.62781475 0.47209839 0.33670415] [ 0.45968407 0.61196903 0.35957345 0.62943201 0.49362974] [ 0.8053639 0.48463307 0.39483238 0.4610239 0.42409468] [ 0.79873991 0.50211805 0.52475381 0.36519537 0.44533085] [ 0.53265761 0.41117244 0.52853185 0.73639298 0.42626951] [ 0.67295484 0.43366413 0.59437047 0.30701183 0.5180024 ] [ 0.84306472 0.40750807 0.59306612 0.15556186 0.38695629] [ 0.55294012 0.58083077 0.41752817 0.48159245 0.52345783] [ 0.7959734 0.54747496 0.48437698 0.34706325 0.4866862 ] [ 0.76615762 0.5475946 0.35808309 0.45637662 0.33427745] [ 0.2663196 0.48033183 0.45390659 0.86363334 0.65392194] [ 0.63224774 0.43468647 0.39037529 0.32192151 0.33516536] [ 0.72849071 0.44334812 0.53727235 0.40655278 0.41622149] [ 0.61028332 0.43158346 0.61635858 0.63431478 0.43879207] [ 0.80125698 0.42559476 0.59117667 0.17445433 0.35993457] [ 0.5069026 0.66779744 0.43974097 0.64803724 0.553373 ] [ 0.42908047 0.4519649 0.58194571 0.54412484 0.53541766] [ 0.69605011 0.64813623 0.51821573 0.45971235 0.40289592] [ 0.28844235 0.6530938 0.31493296 0.7498527 0.50574814] [ 0.62450873 0.42924771 0.6462597 0.61523606 0.48012866] [ 0.66738207 0.50494789 0.5524686 0.17415682 0.50695356] [ 0.63146168 0.39183442 0.66015537 0.45177336 0.38344357] [ 0.30890887 0.6329175 0.40335922 0.85258594 0.53648436] [ 0.4296055 0.50633322 0.50871729 0.65247224 0.39533817] [ 0.28227837 0.58060384 0.4845581 0.79644436 0.6798084 ] [ 0.60064366 0.54464354 0.44363984 0.4290046 0.47071222] [ 0.56623034 0.49261484 0.5256359 0.71658408 0.35022104] [ 0.32005329 0.63688516 0.31668103 0.8423088 0.4186612 ] [ 0.64133075 0.53351089 0.44212956 0.55657374 0.41866461] [ 0.72002032 0.37579883 0.48906112 0.16882588 0.43631859] [ 0.67424236 0.46490644 0.36786974 0.36752657 0.32259374] [ 0.34562105 0.51932551 0.43817066 0.71474616 0.62353148] [ 0.7900147 0.41259182 0.58478386 0.37973914 0.37976747] [ 0.37678397 0.49090058 0.52177034 0.51992516 0.60290196] [ 0.58831707 0.49544653 0.50062433 0.3483453 0.47476644] [ 0.16485095 0.5268066 0.38105686 0.77417319 0.5154867 ] [ 0.78056886 0.51731856 0.5797604 0.3774417 0.41923196] [ 0.63490895 0.46469088 0.39494927 0.61535642 0.39659224] [ 0.62934349 0.38732991 0.45306149 0.33051163 0.36983989] [ 0.27578401 0.60134369 0.50528519 0.76743162 0.54948663] [ 0.37460609 0.43324409 0.42991052 0.83937422 0.50404549] [ 0.35810392 0.55451817 0.52528599 0.65743938 0.55290803] [ 0.46336036 0.55808951 0.52724887 0.68797768 0.47158024] [ 0.7409654 0.31984986 0.65479666 0.36581621 0.36940991] [ 0.49086188 0.40870572 0.50202447 0.3783274 0.725796 ] [ 0.60944014 0.46090177 0.49904198 0.61741289 0.34773933] [ 0.6590113 0.3711083 0.49684364 0.53064745 0.48845512] [ 0.75624373 0.42267357 0.64945464 0.17542214 0.49559273] [ 0.78302271 0.35977907 0.6316464 0.19261528 0.3853389 ] [ 0.61192495 0.48835579 0.40866483 0.3875692 0.46233653] [ 0.22803766 0.67054005 0.53203675 0.72575294 0.63305147] [ 0.87437322 0.2905359 0.53012093 0.13450254 0.38576005] [ 0.72409656 0.43768334 0.33477664 0.24219621 0.30553843] [ 0.18777436 0.59933315 0.41516315 0.88221214 0.50720425] [ 0.24930389 0.72308937 0.23986395 0.83163263 0.45836055] [ 0.70690578 0.50552516 0.44784564 0.26525158 0.39095612] [ 0.64979739 0.46362516 0.57744094 0.45272902 0.42534907] [ 0.6425152 0.39970634 0.59430721 0.30679827 0.57417364] [ 0.41917122 0.54490215 0.36552942 0.64494098 0.59218805] [ 0.27473528 0.48428777 0.53543487 0.76148168 0.59273581] [ 0.61528069 0.41974267 0.43490694 0.58544034 0.30781958] [ 0.42311016 0.5812784 0.42771783 0.40471066 0.5650759 ] [ 0.76878836 0.47996238 0.49206768 0.256666 0.35646301] [ 0.61267108 0.56231713 0.36654372 0.54614066 0.4261629 ] [ 0.24524116 0.69383679 0.33044303 0.67520613 0.50062708] [ 0.65910538 0.48424262 0.35947016 0.34828293 0.4463984 ] [ 0.78138606 0.54451915 0.54224828 0.50406135 0.37493538] [ 0.39076388 0.41344389 0.4784856 0.79289597 0.42709798] [ 0.6719998 0.53112654 0.39197454 0.46294722 0.31586646] [ 0.73884088 0.4666841 0.48364929 0.25169972 0.53382065] [ 0.56040397 0.49147839 0.4242065 0.58523908 0.38345814] [ 0.57592137 0.53994832 0.37525561 0.37268429 0.36950205] [ 0.27976927 0.67019091 0.43604076 0.69863733 0.45947122] [ 0.34762872 0.60587962 0.4873294 0.79295129 0.63057849] [ 0.53131385 0.52436863 0.35110901 0.55752339 0.47436999] [ 0.76362278 0.3885777 0.59213404 0.15852165 0.47444486] [ 0.55593953 0.3756655 0.46775675 0.47475194 0.47372184] [ 0.68442761 0.27774658 0.58107561 0.55689222 0.41702644] [ 0.40549522 0.71911977 0.35431566 0.67179201 0.3704208 ] [ 0.52161401 0.58155988 0.45200755 0.32785174 0.34719801] Progress: 44.6% ... Training loss: 0.500 ... Validation loss: 0.824[ 0.28349896 0.45243594 0.48314112 0.69547779 0.4710251 ] [ 0.57475154 0.49200346 0.45652793 0.36468305 0.41699898] [ 0.84488298 0.5791526 0.39006425 0.56554763 0.37412185] [ 0.59388314 0.41867983 0.50434272 0.32562844 0.56038571] [ 0.52762439 0.58331004 0.58847617 0.60041839 0.36595903] [ 0.56329275 0.51754211 0.40944385 0.42314006 0.47817925] [ 0.33225576 0.50628658 0.52851044 0.58231555 0.5152629 ] [ 0.59303491 0.50445613 0.5041658 0.42925535 0.36056542] [ 0.72571924 0.47012025 0.58543136 0.35725265 0.50772336] [ 0.69765748 0.40288509 0.57841962 0.59409135 0.44570475] [ 0.23359999 0.59610768 0.39473431 0.86775247 0.5435574 ] [ 0.58030537 0.47824192 0.46435499 0.54362605 0.56858617] [ 0.81397455 0.35014575 0.42010565 0.23386608 0.45390727] [ 0.74397946 0.3912554 0.37825804 0.31971648 0.27518396] [ 0.60634507 0.61067246 0.35635263 0.45788067 0.37127748] [ 0.74805582 0.44934489 0.52092983 0.23293576 0.43633186] [ 0.78832118 0.4289461 0.53596092 0.36978104 0.35081633] [ 0.1994174 0.71601368 0.27744288 0.77890244 0.52489175] [ 0.62737552 0.45810355 0.56304898 0.52031343 0.4143282 ] [ 0.69065253 0.32054453 0.55558556 0.44846315 0.3617928 ] [ 0.16308647 0.72008687 0.28186887 0.80094663 0.59469263] [ 0.44842715 0.48477509 0.4700394 0.60294283 0.43588748] [ 0.55254534 0.48118474 0.53022348 0.63046445 0.40855485] [ 0.77453708 0.61814451 0.54229816 0.47763798 0.41027125] [ 0.46670656 0.60790223 0.35797367 0.53131627 0.51630597] [ 0.65931799 0.42744889 0.59230223 0.27806254 0.50119228] [ 0.32648649 0.73880101 0.37333739 0.68338273 0.48387348] [ 0.38205563 0.5661371 0.55595102 0.75110022 0.47067729] [ 0.56334169 0.60051 0.27886667 0.54776005 0.37181335] [ 0.16049153 0.72102468 0.3760255 0.79369536 0.64377865] [ 0.16343812 0.64732937 0.39884644 0.86320357 0.45571736] [ 0.72974924 0.52810227 0.35330765 0.64133691 0.4084143 ] [ 0.50025984 0.64003264 0.34655437 0.66372415 0.49997601] [ 0.32305909 0.53955185 0.50712939 0.72451861 0.43361695] [ 0.43701776 0.44720697 0.58329923 0.69084288 0.43961916] [ 0.50479811 0.59486348 0.44810384 0.54653329 0.42790011] [ 0.65832585 0.49287311 0.5578585 0.58931368 0.50430946] [ 0.19437477 0.60418363 0.44384144 0.82578527 0.57415786] [ 0.73524967 0.31375448 0.42459111 0.41763892 0.38609783] [ 0.51956191 0.43397042 0.64707262 0.72876923 0.45318715] [ 0.5843498 0.48827248 0.56328253 0.26528157 0.55685914] [ 0.61410304 0.53520734 0.38750222 0.38895353 0.41035837] [ 0.27914096 0.55913125 0.52237418 0.61723461 0.61337674] [ 0.63125873 0.38902565 0.47344584 0.47855473 0.44489811] [ 0.69561048 0.32182397 0.66310194 0.44612589 0.42815456] [ 0.35893597 0.61428649 0.35664699 0.70870996 0.43198914] [ 0.41134887 0.53935882 0.52768163 0.64463558 0.48392693] [ 0.54260425 0.58659828 0.40938706 0.59209274 0.32925631] [ 0.16639206 0.62044862 0.3912849 0.89782933 0.56791555] [ 0.33148063 0.52854549 0.57152474 0.76244217 0.61637338] [ 0.2972144 0.46679304 0.51228615 0.52959723 0.64560578] [ 0.43420033 0.4570692 0.4721966 0.67902236 0.419516 ] [ 0.66399312 0.3667396 0.46591213 0.26084145 0.3769591 ] [ 0.60300711 0.60041797 0.60057281 0.4449526 0.53006857] [ 0.37481456 0.4946105 0.43554747 0.5483812 0.48816697] [ 0.70259818 0.4198087 0.51659088 0.50714331 0.42884896] [ 0.70157044 0.28105453 0.59692719 0.43315497 0.45377935] [ 0.5205389 0.41036541 0.60433005 0.40763724 0.37274149] [ 0.65849451 0.56959753 0.47896238 0.35399105 0.39474023] [ 0.62070006 0.4321301 0.50546002 0.44784991 0.49837675] [ 0.47350537 0.47341061 0.57683223 0.5218442 0.53292281] [ 0.84099936 0.35001833 0.52471344 0.27001969 0.4159545 ] [ 0.86724941 0.38284972 0.6545753 0.14993175 0.38962326] [ 0.51045397 0.56749703 0.54141552 0.53146779 0.50521352] [ 0.44584135 0.66870374 0.33153439 0.77883987 0.61258727] [ 0.77641415 0.3625081 0.51394634 0.23398793 0.33994966] [ 0.56123852 0.62276439 0.3814952 0.74875458 0.60386896] [ 0.88539666 0.41710468 0.53664561 0.27600335 0.39377502] [ 0.13328192 0.64236787 0.41941939 0.7299941 0.52453297] [ 0.69323243 0.29951997 0.61310327 0.31527165 0.40271913] [ 0.67033415 0.63371708 0.38207986 0.58255988 0.41436991] [ 0.37502352 0.44755823 0.42041602 0.68119222 0.4132293 ] [ 0.71484054 0.35323839 0.68480791 0.31510256 0.48421189] [ 0.26006995 0.47029352 0.35916501 0.88995783 0.48615418] [ 0.52679445 0.42508694 0.41911818 0.61630185 0.35294156] [ 0.64985439 0.47598789 0.46838435 0.61502824 0.47497195] [ 0.89903893 0.28992788 0.55955684 0.08635967 0.26786823] [ 0.29405948 0.59785722 0.37285945 0.85662666 0.49002625] [ 0.3570228 0.38477985 0.49370959 0.7156849 0.58261606] [ 0.62701706 0.438943 0.49878732 0.42541617 0.34973836] [ 0.72869653 0.37718069 0.53045143 0.41107141 0.35931517] [ 0.59550665 0.37673894 0.68586491 0.67218589 0.4405081 ] [ 0.52341238 0.43736892 0.44334288 0.41142349 0.38889658] [ 0.43232161 0.58790866 0.45112355 0.67860594 0.49115405] [ 0.5259178 0.52725246 0.58927501 0.56520507 0.49573873] [ 0.45979906 0.60425049 0.4359121 0.67477176 0.48778593] [ 0.52323917 0.57095555 0.44623116 0.3672033 0.48521664] [ 0.66826603 0.5509881 0.43095766 0.34429497 0.42689624] [ 0.62776565 0.55600978 0.65207633 0.48008492 0.50862001] [ 0.66886569 0.39424474 0.55303072 0.56421198 0.32961928] [ 0.57975495 0.30159937 0.48164264 0.57296053 0.40101795] [ 0.8089204 0.51359108 0.48532114 0.46098376 0.38267942] [ 0.6117834 0.31946508 0.45841068 0.50285586 0.38391996] [ 0.70610827 0.29463134 0.60457088 0.23451439 0.379424 ] [ 0.4067554 0.67987633 0.56963579 0.55080167 0.5494169 ] [ 0.79237375 0.47352637 0.5688442 0.3952117 0.32338724] [ 0.30942868 0.70485792 0.3557754 0.81905085 0.51674553] [ 0.69504428 0.41234855 0.60592312 0.44773649 0.40120131] [ 0.66977605 0.52270048 0.60916867 0.60213212 0.40025612] [ 0.64019421 0.43320649 0.55830265 0.66834807 0.47075158] [ 0.3378719 0.59728173 0.38198097 0.69841551 0.49170816] [ 0.36082092 0.60775031 0.39686705 0.65234701 0.35159247] [ 0.20722633 0.61777542 0.37714752 0.88338727 0.43738581] [ 0.52057931 0.59006165 0.50561223 0.65661435 0.33045176] [ 0.79183683 0.25847127 0.53557724 0.48900192 0.35707991] [ 0.62871872 0.44666726 0.55573627 0.46949821 0.5015724 ] [ 0.42864826 0.54687665 0.49749218 0.55482843 0.64688956] [ 0.79869986 0.52384151 0.48841033 0.62097844 0.42557604] [ 0.8310536 0.38595068 0.46980648 0.14678048 0.23960911] [ 0.57278474 0.6246111 0.47669562 0.59973518 0.43446091] [ 0.49325123 0.59540116 0.54939854 0.57242457 0.47357208] [ 0.43687094 0.65499544 0.55683067 0.68136739 0.43691457] [ 0.66044657 0.66742376 0.35833306 0.65014252 0.36003605] [ 0.80502491 0.40599053 0.65356357 0.31062422 0.42090161] [ 0.88612282 0.25847713 0.6578644 0.12391579 0.43074796] [ 0.33206821 0.55866312 0.45814067 0.87023529 0.58560492] [ 0.43993901 0.47486308 0.46204195 0.50808466 0.44891716] [ 0.87933849 0.39930264 0.60575881 0.22990281 0.3705663 ] [ 0.58387544 0.39360499 0.56404968 0.27700802 0.434375 ] [ 0.50190796 0.55237392 0.49096368 0.56374122 0.42690424] [ 0.61141471 0.41968394 0.55278885 0.65725418 0.37981929] [ 0.6939588 0.5152576 0.44968692 0.60693902 0.33706368] [ 0.53974787 0.56314599 0.4313855 0.44371717 0.53000806] [ 0.51658468 0.62718459 0.44964854 0.5698793 0.61600605] [ 0.48951377 0.56016426 0.36807837 0.46564691 0.37517669] [ 0.86973384 0.36585024 0.43833056 0.29793047 0.38352119] [ 0.8934758 0.36503476 0.55546857 0.21838619 0.33932462] [ 0.79278577 0.35495824 0.57889727 0.19486237 0.45254686] Progress: 44.7% ... Training loss: 0.500 ... Validation loss: 0.825[ 0.32522633 0.54837341 0.51999855 0.78658462 0.59182275] [ 0.65374792 0.49175754 0.32474679 0.42371731 0.3942116 ] [ 0.5830043 0.51882296 0.43171889 0.4643213 0.40852659] [ 0.79365124 0.67882192 0.41685097 0.58400871 0.31257945] [ 0.73890127 0.36944597 0.5633124 0.62043507 0.40683384] [ 0.75276764 0.44631659 0.4973506 0.36976545 0.39493929] [ 0.40559365 0.59208192 0.51277369 0.59921425 0.48040836] [ 0.63825166 0.33179736 0.40955527 0.27381322 0.47980692] [ 0.42530639 0.58049631 0.25955941 0.70760269 0.47392989] [ 0.29206772 0.58979713 0.47632257 0.75940935 0.54858451] [ 0.58945421 0.54292746 0.40002676 0.58322588 0.55480349] [ 0.50397001 0.53525131 0.45205015 0.68571801 0.4830936 ] [ 0.76815133 0.47547449 0.66848476 0.39633305 0.31975782] [ 0.38431 0.53118043 0.39670729 0.62562383 0.37928921] [ 0.84253081 0.34135687 0.3574338 0.2121993 0.38089788] [ 0.35813063 0.70357637 0.35263866 0.7407513 0.37000168] [ 0.78692643 0.45002761 0.60082445 0.42264997 0.35577675] [ 0.28146687 0.60780944 0.39134574 0.90001228 0.44189134] [ 0.59313176 0.44650704 0.46195663 0.40158043 0.46346745] [ 0.37324667 0.68695899 0.39271528 0.58525586 0.45145366] [ 0.21077131 0.74788111 0.40475989 0.80920683 0.45016719] [ 0.82849728 0.486167 0.49571587 0.32855043 0.436488 ] [ 0.77048746 0.49110764 0.44723711 0.27847843 0.49522899] [ 0.43768431 0.65475224 0.55693901 0.68084464 0.43683239] [ 0.68557278 0.44144255 0.50649809 0.3209221 0.45036621] [ 0.54797051 0.50626443 0.5017073 0.32095403 0.54661459] [ 0.4277986 0.54113314 0.48537985 0.74581646 0.4993107 ] [ 0.29362276 0.48127065 0.37671763 0.83669542 0.44765164] [ 0.83113792 0.40182554 0.47044276 0.17738044 0.28421924] [ 0.28141757 0.55876845 0.45093368 0.85968738 0.57765614] [ 0.30284501 0.59029968 0.61444407 0.82131732 0.66704089] [ 0.65718869 0.42800035 0.62640046 0.68015655 0.34328085] [ 0.28106134 0.68571287 0.34499519 0.73726771 0.55815057] [ 0.30125796 0.53862943 0.33992975 0.58946377 0.54840166] [ 0.76815133 0.47547449 0.66848476 0.39633305 0.31975782] [ 0.47312314 0.60622152 0.56067006 0.65864977 0.39116107] [ 0.29573239 0.57564521 0.30590445 0.79848992 0.60532957] [ 0.46336926 0.46907951 0.47154353 0.76882679 0.46798258] [ 0.339659 0.60113399 0.45922863 0.60986485 0.50846762] [ 0.12145562 0.63541986 0.37189078 0.87777814 0.67658014] [ 0.49404768 0.44979477 0.49318494 0.39397179 0.61624205] [ 0.43139871 0.61851653 0.39449202 0.59114405 0.4415737 ] [ 0.45082605 0.5585702 0.4794406 0.54946895 0.4120229 ] [ 0.73219651 0.35682661 0.54996082 0.29508766 0.45972581] [ 0.48853332 0.57108395 0.42047454 0.42006506 0.41650082] [ 0.16448706 0.73917759 0.33689547 0.76174888 0.54685092] [ 0.20256746 0.57249991 0.49617038 0.79857732 0.64986789] [ 0.45394737 0.51265818 0.4637964 0.58460747 0.41748338] [ 0.50822278 0.48373131 0.4425598 0.65531672 0.5189021 ] [ 0.49749869 0.52253787 0.5545333 0.70616143 0.35341874] [ 0.51336931 0.48820014 0.56710804 0.41124699 0.5045594 ] [ 0.52570736 0.54060655 0.43019303 0.4187786 0.443699 ] [ 0.23050487 0.59659857 0.42795461 0.77062657 0.43589128] [ 0.53873913 0.43992284 0.58272223 0.62946697 0.42459039] [ 0.32643321 0.54282526 0.43594449 0.82201095 0.39725584] [ 0.45351654 0.50435416 0.40429957 0.39627847 0.48393131] [ 0.81926322 0.38463138 0.46473511 0.33208429 0.36651592] [ 0.83329302 0.53809281 0.44712341 0.29834192 0.41061752] [ 0.72999941 0.50939501 0.33104903 0.46995266 0.38113838] [ 0.54528473 0.57970709 0.52505789 0.63045793 0.49002273] [ 0.525026 0.51565356 0.55356453 0.40813068 0.61429905] [ 0.63896464 0.4563466 0.50998735 0.39696429 0.43875268] [ 0.41976657 0.42982897 0.48519293 0.79196507 0.57822993] [ 0.49247522 0.54970388 0.55135878 0.70869445 0.50995993] [ 0.68993674 0.51569704 0.52431771 0.30754744 0.36884669] [ 0.22200294 0.7232306 0.27095898 0.71881699 0.55803802] [ 0.71039258 0.41566185 0.48926028 0.33338829 0.40685597] [ 0.39591748 0.50360986 0.50593216 0.66811512 0.58688975] [ 0.37386826 0.59387193 0.38734518 0.76593363 0.51675733] [ 0.55413605 0.4358677 0.56202336 0.40545503 0.58338853] [ 0.7301289 0.57048706 0.53460906 0.52118373 0.42293868] [ 0.71295709 0.48626872 0.35017753 0.4641644 0.39558886] [ 0.48158753 0.43461144 0.47527334 0.31341483 0.43921714] [ 0.24284315 0.62155674 0.45543109 0.7726539 0.53528952] [ 0.31595569 0.55393884 0.49639584 0.64881953 0.359488 ] [ 0.1728627 0.63520195 0.4323428 0.85584248 0.41529963] [ 0.50295677 0.57792797 0.31969822 0.68964204 0.54601599] [ 0.6964583 0.41945899 0.4284051 0.56570152 0.2854304 ] [ 0.51442447 0.45870113 0.56630778 0.56375488 0.4223978 ] [ 0.44947068 0.5518983 0.44142233 0.52531179 0.37138681] [ 0.46796762 0.70124796 0.30591596 0.73347136 0.54103025] [ 0.6332285 0.65283554 0.5359934 0.53923004 0.39599341] [ 0.48606379 0.48358535 0.53882885 0.70552421 0.34309065] [ 0.35913277 0.50530384 0.47643428 0.56875092 0.58821124] [ 0.61414306 0.56624313 0.49906222 0.35767743 0.46430389] [ 0.6367995 0.34619831 0.5163501 0.48029277 0.43034448] [ 0.7295494 0.39042403 0.59218334 0.47444668 0.40122248] [ 0.79461476 0.44357543 0.51806906 0.31370806 0.42604328] [ 0.21534347 0.57570937 0.52383224 0.7730899 0.38710001] [ 0.52731017 0.53185398 0.40377729 0.59057779 0.34598874] [ 0.3963699 0.68087551 0.37797363 0.77610313 0.35162291] [ 0.5676528 0.42043146 0.49597168 0.64434971 0.37232238] [ 0.39777446 0.54225694 0.29739419 0.80153694 0.49760352] [ 0.72318488 0.41352117 0.43091247 0.32860048 0.42560608] [ 0.22249219 0.50894748 0.53869798 0.77674606 0.57612925] [ 0.63850496 0.37398284 0.61739133 0.3616862 0.5837096 ] [ 0.61079887 0.50704584 0.43558665 0.50775462 0.5661966 ] [ 0.77412806 0.47079364 0.56845998 0.46845406 0.41445637] [ 0.48348084 0.57256963 0.51193535 0.27881262 0.37568112] [ 0.64282602 0.60306322 0.54481273 0.50861745 0.50139868] [ 0.44550352 0.54560533 0.5249023 0.55977968 0.52863804] [ 0.59359064 0.50425768 0.50423359 0.42885496 0.36050888] [ 0.83826367 0.4686743 0.51913963 0.36322134 0.39468721] [ 0.40925021 0.69462762 0.50307271 0.71683023 0.48958642] [ 0.59011717 0.38178855 0.48205616 0.63644531 0.39485994] [ 0.25198795 0.61817897 0.44758763 0.8211514 0.54008447] [ 0.62562811 0.48266502 0.4297935 0.38342316 0.37828865] [ 0.77815203 0.51383789 0.3083056 0.4226474 0.39945475] [ 0.36309999 0.4574272 0.41907576 0.72943111 0.65024989] [ 0.33660665 0.61137273 0.42865482 0.56123868 0.48341743] [ 0.20892433 0.6101878 0.49092057 0.88075826 0.55656671] [ 0.25115656 0.60083729 0.33800888 0.82705614 0.53946125] [ 0.66414269 0.63346243 0.46672586 0.60205332 0.33667974] [ 0.3379632 0.73063208 0.33165707 0.83616226 0.45619433] [ 0.38851351 0.56929311 0.53861666 0.78947317 0.58157972] [ 0.60069832 0.56076419 0.36948053 0.51600459 0.31131212] [ 0.53194411 0.54550332 0.35021807 0.36281899 0.37534824] [ 0.66366437 0.44140752 0.52179722 0.41512743 0.52224353] [ 0.47849388 0.46196397 0.39800458 0.57398957 0.319338 ] [ 0.48666353 0.52150873 0.502325 0.45289414 0.55209316] [ 0.27433504 0.59017539 0.40664628 0.64319273 0.60728547] [ 0.23458586 0.76322124 0.34914018 0.78442595 0.56757882] [ 0.41798264 0.49255958 0.44377718 0.49498736 0.4864104 ] [ 0.82453172 0.43035856 0.54518594 0.21328774 0.50677241] [ 0.72831221 0.49779063 0.54064673 0.3717239 0.41791707] [ 0.27827308 0.54013467 0.35496273 0.57176844 0.4407584 ] [ 0.67804787 0.71207978 0.36530981 0.72923141 0.48484202] [ 0.80745922 0.43756289 0.53368883 0.26639766 0.39789463] Progress: 44.8% ... Training loss: 0.500 ... Validation loss: 0.823[ 0.29686811 0.63216834 0.45128552 0.83504431 0.45013271] [ 0.30425982 0.52540893 0.60888533 0.5504947 0.5353352 ] [ 0.48381975 0.59136143 0.35131637 0.62312985 0.24230813] [ 0.250716 0.58646645 0.37586452 0.86999019 0.64911309] [ 0.6695076 0.58027935 0.42999736 0.56791205 0.33927844] [ 0.73627044 0.45491589 0.53921061 0.46244473 0.39619947] [ 0.36548968 0.66137958 0.43931222 0.64126153 0.52882155] [ 0.52274377 0.48291595 0.41345836 0.52710241 0.48737014] [ 0.61433346 0.56807643 0.51308995 0.47922873 0.50935931] [ 0.36145829 0.68820431 0.42482997 0.71111437 0.54768884] [ 0.60229971 0.4375153 0.45118882 0.58387494 0.53020292] [ 0.69553778 0.53796675 0.45021124 0.44405859 0.33289634] [ 0.82712724 0.39821949 0.35593842 0.4437823 0.45913061] [ 0.55538739 0.44291226 0.4616295 0.77502989 0.42261003] [ 0.87265859 0.30912668 0.5836915 0.18590582 0.42955931] [ 0.6599153 0.54882139 0.45379071 0.52956553 0.59408128] [ 0.22102174 0.53712606 0.50555714 0.85841218 0.58905589] [ 0.48006902 0.621214 0.38310641 0.64672508 0.44962314] [ 0.16369253 0.72014815 0.28181161 0.80058045 0.59477117] [ 0.68106097 0.4908775 0.4172864 0.33439705 0.36660794] [ 0.55950992 0.48260973 0.4128741 0.62276881 0.32933099] [ 0.593054 0.40588982 0.56102195 0.57600484 0.32850791] [ 0.62615933 0.58584456 0.35277807 0.38688439 0.47083921] [ 0.5286442 0.54365559 0.45573 0.52339464 0.38082637] [ 0.83444825 0.40237483 0.52958597 0.21554061 0.44807236] [ 0.55119487 0.54327124 0.44444741 0.72153757 0.50451624] [ 0.49013079 0.56853529 0.48121007 0.81581086 0.37340399] [ 0.20148594 0.6485455 0.44050156 0.85790608 0.44076377] [ 0.4521414 0.51229495 0.55132858 0.72174123 0.37127801] [ 0.32527651 0.71417374 0.36182144 0.68992785 0.44718936] [ 0.190835 0.59773825 0.45820783 0.77187457 0.48558103] [ 0.63142467 0.41244988 0.3505151 0.55669665 0.33965968] [ 0.52316098 0.48477556 0.44376101 0.56658782 0.54273336] [ 0.64553556 0.53119833 0.40020138 0.20187434 0.34707153] [ 0.26750833 0.68420085 0.4456347 0.82667213 0.52783777] [ 0.51467081 0.5078355 0.44607554 0.83716938 0.47689109] [ 0.75450644 0.46755034 0.46104476 0.3635878 0.53840096] [ 0.39770986 0.55820734 0.42512159 0.74506429 0.63849015] [ 0.86684464 0.3332192 0.51132165 0.21725814 0.33937697] [ 0.74734928 0.57357387 0.62047608 0.4212059 0.41764495] [ 0.48717269 0.42085185 0.57014533 0.51718047 0.36137998] [ 0.33383052 0.57583361 0.55571937 0.66209352 0.54595071] [ 0.36310746 0.65013234 0.44649019 0.59521163 0.36924575] [ 0.49023202 0.56623606 0.5233545 0.40550692 0.49332947] [ 0.73689295 0.47194918 0.42945783 0.44647062 0.44514135] [ 0.42701747 0.44171567 0.417023 0.65968541 0.49366245] [ 0.40896067 0.7046088 0.30637489 0.72987066 0.48274103] [ 0.53671069 0.33241696 0.44459975 0.68946535 0.39919574] [ 0.27072403 0.72258153 0.37256461 0.83108188 0.54016006] [ 0.60377786 0.32596886 0.64628137 0.6362626 0.44836559] [ 0.60405355 0.45170964 0.53094338 0.33323661 0.47775396] [ 0.77456568 0.40191027 0.56199052 0.32256062 0.46878323] [ 0.75120474 0.51055159 0.462356 0.48880973 0.41697793] [ 0.49160786 0.65246921 0.25663649 0.56702499 0.41099852] [ 0.46735401 0.53081973 0.42955831 0.38852503 0.37789798] [ 0.5502043 0.5723424 0.36382011 0.32283115 0.38437163] [ 0.53189734 0.65503766 0.45250325 0.62388983 0.3559418 ] [ 0.58144354 0.56682194 0.48310526 0.51780904 0.40369864] [ 0.5675291 0.59247187 0.50843327 0.49768817 0.41646644] [ 0.3474962 0.57513477 0.59963431 0.83296162 0.48514381] [ 0.46757946 0.53435686 0.50165306 0.71725885 0.47483521] [ 0.5784436 0.46495307 0.52443524 0.6361869 0.39366198] [ 0.64327983 0.4429218 0.54224329 0.49492087 0.53287488] [ 0.58375329 0.42906729 0.45517955 0.29518857 0.54339424] [ 0.47942024 0.64426204 0.48766789 0.61257311 0.64781276] [ 0.71098972 0.37869789 0.50246952 0.37343923 0.37025164] [ 0.41203372 0.59647656 0.5612228 0.64252204 0.37417261] [ 0.765037 0.49847524 0.4421639 0.31324367 0.33441753] [ 0.27360691 0.58404764 0.41897825 0.5739879 0.54101397] [ 0.77851922 0.54246456 0.49809073 0.36448095 0.36503947] [ 0.27715302 0.60114563 0.5053398 0.76680376 0.54948145] [ 0.89723712 0.3450134 0.61401586 0.13294613 0.36445071] [ 0.26941897 0.41126844 0.4500754 0.6320924 0.54243334] [ 0.28538623 0.6859481 0.33253603 0.82799175 0.46032949] [ 0.26196174 0.55631332 0.49200142 0.63727824 0.61847386] [ 0.47595227 0.63554426 0.29989813 0.6593712 0.46268829] [ 0.62206733 0.42331596 0.42941981 0.69179771 0.37457507] [ 0.83915872 0.38744248 0.47569361 0.33764406 0.38696673] [ 0.67267667 0.42779557 0.69700507 0.64339936 0.4072356 ] [ 0.65244235 0.4213528 0.43164034 0.49263464 0.42616629] [ 0.20149211 0.65493402 0.51552672 0.8794343 0.57001046] [ 0.25962326 0.53729845 0.33530088 0.82395212 0.55160673] [ 0.69279829 0.47148881 0.48681772 0.2685357 0.47013667] [ 0.75235351 0.32858756 0.58554183 0.46216158 0.38383666] [ 0.15100322 0.52008282 0.34357016 0.89368978 0.54512604] [ 0.72865411 0.55886708 0.40562452 0.62322255 0.41137714] [ 0.61580644 0.67081385 0.43692235 0.57619912 0.36021408] [ 0.55815975 0.56187502 0.48291448 0.37556999 0.51060868] [ 0.57049526 0.56340001 0.45368156 0.65942234 0.51819044] [ 0.42216086 0.53202345 0.55497974 0.76206091 0.44624644] [ 0.63452835 0.45581048 0.51703275 0.44225414 0.39321181] [ 0.60744294 0.56354526 0.33933937 0.40475526 0.41175703] [ 0.73181471 0.40765676 0.57348111 0.4486226 0.43321999] [ 0.72893211 0.38530077 0.46802208 0.45455249 0.47531524] [ 0.32748941 0.5807566 0.53241877 0.61548261 0.62675221] [ 0.79948853 0.45473903 0.54734194 0.13442002 0.33773005] [ 0.28765107 0.67564311 0.4416059 0.75208956 0.58713551] [ 0.50606989 0.67305437 0.46828453 0.67811304 0.52563727] [ 0.58094133 0.46426816 0.49146957 0.4552161 0.33190984] [ 0.63334958 0.52555315 0.43270586 0.57623854 0.45949961] [ 0.44758781 0.60110343 0.43688171 0.70159243 0.55355804] [ 0.76368359 0.43944685 0.58688034 0.47702831 0.44925981] [ 0.54962267 0.54288422 0.43717182 0.64306819 0.39976659] [ 0.56920002 0.61860316 0.35663584 0.49392987 0.29252467] [ 0.6191963 0.43920707 0.58921972 0.51344823 0.41374464] [ 0.68106097 0.4908775 0.4172864 0.33439705 0.36660794] [ 0.36665811 0.67126421 0.42569956 0.59881057 0.43274153] [ 0.66929997 0.44933308 0.47907849 0.55197693 0.31564626] [ 0.72271744 0.48294434 0.38389182 0.40414221 0.34722606] [ 0.7126486 0.47501989 0.60605543 0.22465548 0.51212321] [ 0.41692192 0.68558786 0.47523422 0.59053876 0.41147558] [ 0.33988519 0.49344196 0.59180066 0.63509078 0.55713931] [ 0.69558074 0.44200956 0.6467928 0.50618314 0.41419462] [ 0.50400431 0.56283028 0.52492821 0.6024129 0.54150609] [ 0.71308779 0.53849286 0.35600421 0.35876011 0.44159172] [ 0.68578562 0.41043098 0.62872603 0.47465618 0.3458999 ] [ 0.41099373 0.66646628 0.43049998 0.58941488 0.37154795] [ 0.24164715 0.53006683 0.49256908 0.55653647 0.68605448] [ 0.63499797 0.58015646 0.26494641 0.56920296 0.34740412] [ 0.48201204 0.43086596 0.44044411 0.79183121 0.40921559] [ 0.79732194 0.41138317 0.498271 0.12623968 0.3166939 ] [ 0.64947435 0.46870237 0.65576549 0.65639489 0.43147892] [ 0.40639653 0.63316768 0.36923451 0.61238862 0.46695024] [ 0.54356847 0.53541067 0.40068956 0.6635533 0.37450161] [ 0.38000742 0.47050265 0.59367158 0.63871268 0.45829463] [ 0.24256372 0.63480373 0.32219702 0.79574216 0.54372702] [ 0.88799694 0.37363244 0.41813951 0.27259923 0.37693493] [ 0.67699579 0.36671944 0.66295469 0.43620702 0.42088245] Progress: 44.8% ... Training loss: 0.499 ... Validation loss: 0.823[ 0.6446491 0.52581553 0.62189219 0.37311071 0.38457909] [ 0.42093993 0.4204188 0.40617117 0.78885036 0.45018725] [ 0.64239812 0.52727716 0.32808841 0.58460164 0.41088444] [ 0.69046476 0.49328788 0.58987222 0.50775155 0.46482045] [ 0.51763531 0.49351032 0.57203541 0.6200733 0.42605857] [ 0.53075728 0.47960808 0.70752705 0.59513996 0.54448615] [ 0.84297846 0.40744404 0.59308729 0.15553062 0.38690221] [ 0.35132338 0.57125379 0.53540383 0.70311315 0.62944237] [ 0.62981341 0.48701841 0.44258888 0.52625951 0.58105711] [ 0.30298184 0.61093927 0.61283028 0.79608917 0.69588574] [ 0.38756533 0.50759356 0.5454429 0.69082847 0.39738789] [ 0.41951383 0.63407354 0.41712853 0.55391217 0.69695719] [ 0.83107313 0.35439598 0.57214991 0.25689557 0.47407531] [ 0.4914412 0.60747194 0.52910842 0.35834611 0.51900226] [ 0.18774688 0.55299972 0.4133344 0.79368026 0.55339239] [ 0.20249607 0.70245266 0.53124555 0.75063826 0.6032914 ] [ 0.22095501 0.5924529 0.33713563 0.8159496 0.51666033] [ 0.7276805 0.48405479 0.41721561 0.32658752 0.34423833] [ 0.25788913 0.66053137 0.4258029 0.82257758 0.55967607] [ 0.46723312 0.53089239 0.42953606 0.38856234 0.37792249] [ 0.62062919 0.55654642 0.48498144 0.59782672 0.46938782] [ 0.62736133 0.41245007 0.56224666 0.62220407 0.33783795] [ 0.53731654 0.48706099 0.55359111 0.42683479 0.596588 ] [ 0.52292518 0.48488582 0.44372332 0.56668477 0.54277123] [ 0.21220715 0.53878806 0.53621114 0.90075352 0.66465861] [ 0.66096737 0.38595771 0.38735355 0.32668357 0.34521818] [ 0.64964597 0.54219953 0.45601204 0.34920853 0.42175934] [ 0.83282592 0.35170308 0.46220115 0.27455669 0.38111939] [ 0.58356076 0.48614814 0.37905065 0.56026403 0.31205993] [ 0.33849686 0.60502519 0.4315384 0.83834594 0.44727276] [ 0.67943605 0.41020008 0.56727398 0.36875688 0.40804246] [ 0.3343559 0.64302274 0.38502742 0.67831494 0.41149972] [ 0.62174361 0.42117067 0.40424072 0.76664158 0.33533672] [ 0.55135302 0.46932773 0.54344866 0.51218787 0.35116331] [ 0.36943783 0.49065392 0.35452176 0.59604191 0.46438406] [ 0.32651201 0.5479644 0.5201413 0.78614427 0.59171473] [ 0.57133752 0.68456069 0.42278041 0.6012609 0.48300836] [ 0.71054585 0.48778134 0.40535149 0.38246727 0.35316219] [ 0.75267135 0.43893705 0.42246656 0.2835575 0.31306652] [ 0.55227015 0.45284198 0.43418971 0.50201902 0.47862172] [ 0.62970544 0.30438914 0.57825741 0.64622408 0.48563784] [ 0.8223729 0.51238307 0.53221171 0.38719109 0.45289602] [ 0.53734564 0.51725241 0.59619944 0.41802689 0.63683127] [ 0.56178608 0.44103597 0.5718035 0.39538012 0.46545169] [ 0.67875478 0.45317338 0.57161635 0.2787612 0.43241019] [ 0.49532996 0.42368608 0.45653081 0.33036886 0.52184032] [ 0.5417601 0.468044 0.47528397 0.41804025 0.43740652] [ 0.64819125 0.51685341 0.40741874 0.34906323 0.48176909] [ 0.43354038 0.54302291 0.46898701 0.8634627 0.43757807] [ 0.27518433 0.58997533 0.40671789 0.64274096 0.60723217] [ 0.5226817 0.49490127 0.52566846 0.48450321 0.60326266] [ 0.56028695 0.71502613 0.45993514 0.61718597 0.49932322] [ 0.76764491 0.42072487 0.42466801 0.18895708 0.31147375] [ 0.28147589 0.54257923 0.56838461 0.67240824 0.62479547] [ 0.43303806 0.56756823 0.43977607 0.47718899 0.53188126] [ 0.65514148 0.510188 0.38932176 0.32591296 0.35669271] [ 0.51267369 0.54751562 0.46640222 0.46086956 0.54934814] [ 0.6197078 0.42217301 0.40873161 0.46997669 0.42032628] [ 0.35711877 0.51597771 0.43137289 0.48892476 0.4214064 ] [ 0.57042555 0.51271465 0.57920375 0.5761133 0.42340462] [ 0.73681085 0.38760097 0.59908801 0.6015213 0.32894229] [ 0.77524541 0.38463699 0.61461691 0.31186493 0.46630591] [ 0.37906185 0.52867535 0.43083188 0.6049541 0.4800964 ] [ 0.41083742 0.46558182 0.49052593 0.7733382 0.47321165] [ 0.6587757 0.45379416 0.60291889 0.48712194 0.51401949] [ 0.52893973 0.54354727 0.45576589 0.52319651 0.38080092] [ 0.45932528 0.59761924 0.36642042 0.55991886 0.43749418] [ 0.8854706 0.31498302 0.4758392 0.19803131 0.3955709 ] [ 0.60315502 0.38566686 0.55875166 0.5760541 0.36497553] [ 0.17221027 0.64892092 0.37875011 0.9090112 0.4548604 ] [ 0.56074859 0.49549509 0.45289868 0.62035099 0.56491734] [ 0.70425454 0.49675441 0.46361828 0.29400062 0.30862634] [ 0.4243967 0.56248099 0.40328458 0.53509253 0.45104326] [ 0.63553083 0.61057352 0.53915401 0.44150644 0.5594688 ] [ 0.89495319 0.39542813 0.49527799 0.1520788 0.38443732] [ 0.15468989 0.56149635 0.50950359 0.73425425 0.59079179] [ 0.53001317 0.61920298 0.46396528 0.5770959 0.51212238] [ 0.23957471 0.66382815 0.3355408 0.67577009 0.49580143] [ 0.40692483 0.53238446 0.42105948 0.79321783 0.39382694] [ 0.40105616 0.55500961 0.52099873 0.78440464 0.44947393] [ 0.59096874 0.68033347 0.42220907 0.48241436 0.43637764] [ 0.76544618 0.45657267 0.54211763 0.23006599 0.55735624] [ 0.6526106 0.32714576 0.63547162 0.53370214 0.47053003] [ 0.19280175 0.69760504 0.36496225 0.73922605 0.54502091] [ 0.53377403 0.41082536 0.52866745 0.73593821 0.42617113] [ 0.47968916 0.54915729 0.39015633 0.55653857 0.48471514] [ 0.33661384 0.55466165 0.49817859 0.79202364 0.54955118] [ 0.24316289 0.57802404 0.38834506 0.83354458 0.45270677] [ 0.65016186 0.57057863 0.5128788 0.47322089 0.57854053] [ 0.47534209 0.57156563 0.37584196 0.48716348 0.4361787 ] [ 0.73612742 0.34568995 0.56656322 0.51156836 0.38775132] [ 0.48302919 0.52514375 0.40611404 0.61794266 0.48185931] [ 0.66610454 0.37471962 0.52876221 0.69439781 0.4703685 ] [ 0.68131435 0.38484765 0.6004505 0.35673973 0.46266829] [ 0.24605123 0.65839528 0.39832667 0.87375862 0.44609333] [ 0.33507962 0.70268122 0.39274645 0.65918865 0.46332153] [ 0.61533951 0.4520993 0.60192653 0.59086938 0.40999817] [ 0.77578132 0.30606448 0.53620451 0.33034232 0.44865172] [ 0.66292371 0.56525935 0.36459736 0.53193522 0.46949868] [ 0.74213392 0.45322039 0.52379082 0.28680442 0.38444795] [ 0.64765182 0.52249891 0.45156931 0.31552193 0.40960128] [ 0.79957093 0.47046361 0.56839465 0.19870507 0.43798341] [ 0.41103074 0.66647481 0.43048914 0.58934968 0.37156131] [ 0.73710821 0.48253511 0.46086307 0.20297731 0.28226678] [ 0.38115329 0.46995627 0.59386895 0.63806335 0.45811965] [ 0.63051334 0.46265677 0.59099312 0.54510063 0.57322132] [ 0.47608327 0.65763375 0.50374549 0.67051019 0.40780442] [ 0.87639824 0.30010198 0.66525084 0.18415513 0.39892764] [ 0.84367663 0.40333407 0.5447267 0.27104384 0.39002806] [ 0.84048294 0.42284368 0.66138942 0.18306395 0.40478486] [ 0.41524303 0.61837604 0.49437367 0.67916589 0.43075442] [ 0.18278247 0.6341376 0.47214346 0.75797685 0.55691995] [ 0.50714433 0.44532963 0.52914794 0.45104248 0.34985779] [ 0.31508053 0.61246835 0.33586041 0.78153212 0.47159176] [ 0.27258173 0.63008414 0.35410766 0.7306196 0.45159789] [ 0.89264554 0.380503 0.53069135 0.1571496 0.34802031] [ 0.70187835 0.5460029 0.46749442 0.42785468 0.38361576] [ 0.19613953 0.5609972 0.49289474 0.83421694 0.57650028] [ 0.38341565 0.64728149 0.32693405 0.76419224 0.37993925] [ 0.69466931 0.50454592 0.61421648 0.53796163 0.42259314] [ 0.48116557 0.50579533 0.52937977 0.59723313 0.36079091] [ 0.75885864 0.440779 0.43058129 0.41931361 0.53435012] [ 0.55997107 0.49074309 0.58478453 0.75594594 0.41701539] [ 0.39174215 0.55976897 0.4715529 0.62590815 0.57994297] [ 0.59971703 0.42015033 0.56707667 0.57644534 0.44682484] [ 0.66436871 0.48825597 0.41261939 0.67772289 0.3586437 ] [ 0.43509243 0.6501559 0.51741914 0.63337552 0.47257821] [ 0.39988683 0.51453016 0.53777128 0.51261366 0.59711466] Progress: 44.9% ... Training loss: 0.499 ... Validation loss: 0.821[ 0.67095081 0.41726506 0.59183395 0.61941941 0.36794474] [ 0.63982062 0.38594604 0.63899575 0.60531539 0.46722621] [ 0.27951682 0.48234814 0.53618532 0.75935148 0.592152 ] [ 0.6101641 0.51084276 0.56806583 0.32396304 0.55235714] [ 0.40187318 0.49220688 0.61083788 0.70530804 0.57937667] [ 0.6364566 0.35203723 0.56556542 0.67380922 0.44390679] [ 0.52503026 0.4979879 0.45105773 0.44186235 0.37812408] [ 0.60721535 0.43784501 0.45873457 0.35386723 0.46641217] [ 0.44957973 0.61821923 0.55755667 0.5219091 0.52556002] [ 0.78007156 0.41440647 0.64815599 0.13912352 0.36189353] [ 0.49935949 0.4502552 0.44384593 0.65293831 0.39189916] [ 0.48778292 0.57212651 0.43243557 0.51326063 0.42456552] [ 0.68366898 0.52380999 0.52807351 0.39571117 0.44525028] [ 0.46469635 0.67376792 0.37968653 0.76900782 0.42460441] [ 0.55844277 0.56384613 0.52324221 0.4687151 0.34748194] [ 0.41945588 0.61066217 0.51746895 0.85144524 0.54452224] [ 0.89301048 0.36539095 0.55531429 0.21865253 0.33940382] [ 0.27940357 0.67095917 0.37425202 0.65342167 0.46244816] [ 0.34957438 0.54831674 0.44061099 0.66177544 0.4286791 ] [ 0.49944831 0.60887675 0.33564449 0.47898582 0.32975685] [ 0.60019477 0.61706094 0.46497578 0.66269278 0.50558712] [ 0.84419107 0.36748778 0.495744 0.36100108 0.36399281] [ 0.28851589 0.71903746 0.3183287 0.76230563 0.46701344] [ 0.3328816 0.4742718 0.66324665 0.70387468 0.60505378] [ 0.79139837 0.38304689 0.51286521 0.24730946 0.38938501] [ 0.27194824 0.60316482 0.32736576 0.75492598 0.54822681] [ 0.84124398 0.45122016 0.60164763 0.17665784 0.42865428] [ 0.73350085 0.34382735 0.64159488 0.26327596 0.38990731] [ 0.69758476 0.42820962 0.61773412 0.46902042 0.33820448] [ 0.49833179 0.49566217 0.49411245 0.77381098 0.37568044] [ 0.58115092 0.63850438 0.57570885 0.65529243 0.49179773] [ 0.70733244 0.45361574 0.60974967 0.30274037 0.4555646 ] [ 0.53023068 0.59504759 0.56711706 0.6128991 0.51202856] [ 0.23382463 0.60033416 0.37286087 0.77131335 0.5763739 ] [ 0.33684802 0.64511607 0.41924251 0.73374651 0.45398237] [ 0.57358116 0.52922211 0.50719169 0.60318228 0.51012614] [ 0.6922088 0.38696366 0.65247509 0.60393935 0.42673175] [ 0.21057661 0.62887549 0.39770113 0.89943709 0.55227889] [ 0.35202816 0.63041631 0.54239459 0.69962416 0.48884354] [ 0.78511059 0.40242693 0.55580668 0.29109237 0.40470744] [ 0.77215882 0.50735976 0.50430523 0.53915976 0.3482333 ] [ 0.43870984 0.62964512 0.55862204 0.57126335 0.44611835] [ 0.27168944 0.50946118 0.49548348 0.66398087 0.65338644] [ 0.86075657 0.26239381 0.53333714 0.22419377 0.45660782] [ 0.76777816 0.43869553 0.5414087 0.28400961 0.45976085] [ 0.23034049 0.71897957 0.34987998 0.82927814 0.43415738] [ 0.6255699 0.61228326 0.42863072 0.50913205 0.39717528] [ 0.76981323 0.30942173 0.58349327 0.30550272 0.50072559] [ 0.34116323 0.66010143 0.3108968 0.80163095 0.51029301] [ 0.43366206 0.44423346 0.60787962 0.45779546 0.49813267] [ 0.18021243 0.55044753 0.47562099 0.86128262 0.61486542] [ 0.59874537 0.56007346 0.41251039 0.42646498 0.3326907 ] [ 0.49406149 0.48152611 0.48852191 0.70378339 0.38481035] [ 0.70441984 0.43473142 0.53587984 0.37073078 0.4461254 ] [ 0.78719081 0.54896053 0.52060871 0.47058043 0.45165578] [ 0.45864487 0.47753434 0.51332635 0.61190844 0.45017396] [ 0.81821395 0.42243499 0.42818162 0.25218013 0.39827274] [ 0.79442665 0.36467035 0.60455463 0.12546351 0.45373698] [ 0.49324974 0.47417525 0.52048204 0.68371672 0.47888888] [ 0.44086251 0.5705327 0.27754492 0.69268348 0.51710384] [ 0.27353543 0.55342276 0.44570103 0.8185092 0.4990626 ] [ 0.76027027 0.60696253 0.33641416 0.54456873 0.32764819] [ 0.67354726 0.52558811 0.49243879 0.57279518 0.40878314] [ 0.49108387 0.59927178 0.39193939 0.5043162 0.49599357] [ 0.5373829 0.33232696 0.44463933 0.68915662 0.39918345] [ 0.62133328 0.32793674 0.44852184 0.39297792 0.43452397] [ 0.47607414 0.5675621 0.39039889 0.85379636 0.41821727] [ 0.66707478 0.36359065 0.54792539 0.30189962 0.40709653] [ 0.2532795 0.64288764 0.45187058 0.63307082 0.37443219] [ 0.71583333 0.58931058 0.58305771 0.23442458 0.5179429 ] [ 0.33859605 0.63808424 0.35387855 0.58866776 0.41989011] [ 0.20414918 0.70774982 0.39277494 0.80193322 0.64124097] [ 0.25170698 0.47720747 0.41519823 0.79902931 0.55741163] [ 0.62203008 0.38943578 0.45866024 0.62517228 0.3079588 ] [ 0.53847941 0.52348119 0.48592661 0.72721986 0.32384947] [ 0.31286221 0.70994649 0.32155787 0.8338572 0.44356214] [ 0.51540502 0.51624382 0.52478779 0.84247831 0.52818881] [ 0.28875982 0.52879052 0.453436 0.81200439 0.54408616] [ 0.27542013 0.59358083 0.35689177 0.74933123 0.59163171] [ 0.54483038 0.51484736 0.41831271 0.48467488 0.50642572] [ 0.42604793 0.52074162 0.62664112 0.53821902 0.54806512] [ 0.6420088 0.50213263 0.45711378 0.69705614 0.36560168] [ 0.4808619 0.41439252 0.51130526 0.51747294 0.32861744] [ 0.23880959 0.70584692 0.32845899 0.84877467 0.48292996] [ 0.37440383 0.54020592 0.54666933 0.68987434 0.58911672] [ 0.44843937 0.6275943 0.33755464 0.45757253 0.33982875] [ 0.55757346 0.46275045 0.45513634 0.39038523 0.48381084] [ 0.79498492 0.37239989 0.54560113 0.25120354 0.39986666] [ 0.34428079 0.67562174 0.41044977 0.69761108 0.41937358] [ 0.37449831 0.6058418 0.50219766 0.64467313 0.61268033] [ 0.40703233 0.59589805 0.46716388 0.81074005 0.4770498 ] [ 0.59026422 0.52044203 0.4101789 0.54807582 0.41759587] [ 0.71468744 0.38463327 0.57068631 0.35449193 0.38657758] [ 0.55996092 0.4946955 0.50480211 0.47606632 0.53007167] [ 0.44063791 0.61709498 0.38060184 0.56778216 0.33050039] [ 0.85478946 0.35902541 0.60923226 0.20004604 0.3912171 ] [ 0.63094836 0.38951782 0.47324809 0.47873183 0.44508465] [ 0.7678501 0.41965848 0.41834678 0.33000764 0.36472345] [ 0.8817811 0.48199007 0.44080857 0.27193448 0.36970633] [ 0.27266706 0.62205402 0.41488408 0.82918656 0.38143903] [ 0.70267843 0.41984707 0.51658594 0.50699409 0.42886687] [ 0.51925718 0.4625067 0.54296804 0.5879755 0.43945902] [ 0.39011899 0.56620136 0.49764619 0.73639846 0.40887932] [ 0.30515904 0.66427219 0.49609673 0.51595496 0.65582236] [ 0.44363738 0.46594522 0.36909243 0.55410245 0.38727935] [ 0.67219502 0.43779764 0.49968143 0.73557878 0.42619533] [ 0.79371969 0.55464123 0.51156194 0.50615603 0.3926911 ] [ 0.48682826 0.49583535 0.39493249 0.58780412 0.40743524] [ 0.59397836 0.39676208 0.69147809 0.55458242 0.50404603] [ 0.75946748 0.48101996 0.58711015 0.296476 0.35284517] [ 0.30414411 0.66443511 0.46877857 0.56967497 0.47326853] [ 0.395884 0.69847014 0.26355895 0.77152533 0.49698545] [ 0.20310976 0.55491063 0.54020661 0.81924601 0.56451982] [ 0.63974471 0.42796429 0.5888895 0.66994729 0.42525962] [ 0.21819369 0.53769816 0.392528 0.63725108 0.69773293] [ 0.11317053 0.7653654 0.40456266 0.79971304 0.57685009] [ 0.57043599 0.4051758 0.66219961 0.5260762 0.44872712] [ 0.6398096 0.4905743 0.4663627 0.44697057 0.38723109] [ 0.63361344 0.44010678 0.55788916 0.31604474 0.41578703] [ 0.63129192 0.65370898 0.53558778 0.54035785 0.39632629] [ 0.44962078 0.46675735 0.36012479 0.53126075 0.46023256] [ 0.48725722 0.49314755 0.43361674 0.59102922 0.33438138] [ 0.32205632 0.56780717 0.58107772 0.66576175 0.57837524] [ 0.63393628 0.58014276 0.39934104 0.6801778 0.34233698] [ 0.55125514 0.48597013 0.58525499 0.4018902 0.56021339] [ 0.65061203 0.48587095 0.41527913 0.48024653 0.2898556 ] [ 0.78192304 0.59230516 0.56391903 0.46950366 0.39230044] [ 0.43701447 0.50171568 0.47889452 0.65484438 0.60067822] Progress: 44.9% ... Training loss: 0.499 ... Validation loss: 0.819[ 0.44083082 0.51475788 0.49848087 0.77770301 0.59851718] [ 0.61235017 0.51362589 0.37651597 0.39391354 0.53160655] [ 0.39301783 0.70828533 0.29470099 0.76039346 0.3541787 ] [ 0.74062673 0.44217593 0.40959695 0.19013278 0.36116333] [ 0.27419265 0.57771879 0.53022005 0.74783158 0.40166744] [ 0.3811579 0.54298869 0.63451067 0.5815007 0.63846209] [ 0.88650764 0.28530886 0.54708102 0.19800288 0.35629899] [ 0.56622465 0.65032989 0.34521294 0.46684371 0.48556651] [ 0.73900477 0.32345141 0.50847428 0.36515223 0.48129511] [ 0.36787852 0.44354359 0.54938978 0.62637719 0.61118261] [ 0.25314027 0.53059757 0.38988165 0.80590456 0.51816069] [ 0.67430162 0.39455396 0.59910705 0.58655639 0.46228129] [ 0.68285374 0.48280796 0.44936591 0.28326356 0.4580344 ] [ 0.78542922 0.36037164 0.38720014 0.35067402 0.42475765] [ 0.35270952 0.43768475 0.45214008 0.84054891 0.58612726] [ 0.50339587 0.55482307 0.38281342 0.4730992 0.41026898] [ 0.47502827 0.58475323 0.46185812 0.5234435 0.53636423] [ 0.39369024 0.53781866 0.54597256 0.79857783 0.47401131] [ 0.78242062 0.36010855 0.63150968 0.19286679 0.38541 ] [ 0.62435029 0.43072071 0.4253814 0.31579796 0.34116451] [ 0.81860956 0.47090476 0.49652889 0.22763736 0.39432947] [ 0.26204886 0.5566453 0.4918536 0.63724685 0.61862064] [ 0.19221564 0.70369637 0.4484017 0.83083276 0.56259766] [ 0.47184186 0.57119367 0.44201859 0.75916219 0.42890644] [ 0.57034542 0.58082251 0.30663405 0.4439253 0.31868007] [ 0.2793847 0.56166255 0.43855191 0.83849927 0.41420773] [ 0.71868926 0.51956481 0.38460298 0.2437716 0.29286351] [ 0.34739633 0.65911666 0.39103746 0.62735706 0.387028 ] [ 0.32655807 0.53791189 0.47184072 0.8703755 0.53803207] [ 0.80941663 0.40208347 0.44391808 0.21346643 0.38955114] [ 0.83490191 0.43109284 0.45735401 0.31068101 0.36416886] [ 0.74989131 0.52612594 0.5086748 0.51811465 0.39619415] [ 0.59524076 0.42084442 0.50923079 0.50790471 0.46576518] [ 0.75120183 0.53186397 0.377782 0.3490713 0.35396675] [ 0.19215983 0.67493641 0.28616191 0.71287984 0.52245677] [ 0.75917931 0.42023767 0.52268885 0.58258858 0.34252668] [ 0.72400927 0.49722946 0.382789 0.3333728 0.35367243] [ 0.71979255 0.34695631 0.55737742 0.53929856 0.40202908] [ 0.69923715 0.52333938 0.46594247 0.54826209 0.44113022] [ 0.60640172 0.46713619 0.59471234 0.41816725 0.59736173] [ 0.68196841 0.41160925 0.54152231 0.55795785 0.32207019] [ 0.34903366 0.69734282 0.23762465 0.75607312 0.44701062] [ 0.50242732 0.5559608 0.64144302 0.71399406 0.58131368] [ 0.44564369 0.59275227 0.50126733 0.74821198 0.61887236] [ 0.64428932 0.53054183 0.38862395 0.53095081 0.32934434] [ 0.27627218 0.60526798 0.41647773 0.79113676 0.53618878] [ 0.77008073 0.36300852 0.62126134 0.56717197 0.36535931] [ 0.8802005 0.39438459 0.44103116 0.3185094 0.3339758 ] [ 0.80608407 0.37472078 0.5452237 0.13705388 0.33635543] [ 0.247324 0.55693676 0.34633204 0.7360298 0.52854675] [ 0.38141057 0.57833859 0.412757 0.69656909 0.57676906] [ 0.72450861 0.45693893 0.39476558 0.62753048 0.43115618] [ 0.80655229 0.37029477 0.52922821 0.21811684 0.45030951] [ 0.6482634 0.43484275 0.5899877 0.480426 0.42883391] [ 0.63662543 0.59914228 0.4335604 0.59893518 0.35951282] [ 0.43540375 0.34560612 0.58303134 0.46872487 0.64979703] [ 0.42659268 0.51258222 0.50551175 0.4421734 0.53501084] [ 0.49203419 0.52258271 0.49293586 0.60766222 0.40795711] [ 0.48895933 0.51850235 0.50835383 0.4955187 0.47513278] [ 0.34240014 0.73677953 0.35931 0.80847328 0.52814152] [ 0.42928991 0.42976559 0.44414038 0.69125917 0.63884267] [ 0.44338634 0.71392104 0.35366536 0.61008615 0.43264314] [ 0.58982032 0.49716143 0.3736264 0.50411725 0.3791541 ] [ 0.4193276 0.54518078 0.50095279 0.77922795 0.40391707] [ 0.53639573 0.49831369 0.43794925 0.62024336 0.26084954] [ 0.48498543 0.47645845 0.40937693 0.39963323 0.47953249] [ 0.72125101 0.53570529 0.60890903 0.41678588 0.417151 ] [ 0.57195207 0.42645063 0.59910382 0.61542465 0.51149516] [ 0.33118141 0.47337241 0.39127973 0.57474809 0.72399275] [ 0.54362671 0.4956581 0.40926236 0.60474201 0.45674118] [ 0.43986203 0.64115675 0.50255346 0.59361973 0.44137159] [ 0.46827564 0.59790777 0.49369465 0.54010049 0.54065088] [ 0.80548848 0.516351 0.3313491 0.40721207 0.35704154] [ 0.25013583 0.64835534 0.40848853 0.76372327 0.519641 ] [ 0.64767216 0.50020095 0.536012 0.69498229 0.44411792] [ 0.5221849 0.53633238 0.44713069 0.81271171 0.35279587] [ 0.23465158 0.51089877 0.39464953 0.86303979 0.46733516] [ 0.65867587 0.60909263 0.42543916 0.41747582 0.36990603] [ 0.5796288 0.43012139 0.44737011 0.3797581 0.53611562] [ 0.77579019 0.43722843 0.56515898 0.31037425 0.40527155] [ 0.68460892 0.46986724 0.58205239 0.56716652 0.33429229] [ 0.54506139 0.4099215 0.45736615 0.67674234 0.34172793] [ 0.78575922 0.37198555 0.51069596 0.24538752 0.37433074] [ 0.38703708 0.68626854 0.31675636 0.66689926 0.50778994] [ 0.55367361 0.49484294 0.54778337 0.43511405 0.65456531] [ 0.28537491 0.56752073 0.42042952 0.7378528 0.67361966] [ 0.3037697 0.59707906 0.44307593 0.77001157 0.46846592] [ 0.16447789 0.50337402 0.45722329 0.90520097 0.67923517] [ 0.31367346 0.61818592 0.39721279 0.56374586 0.44120814] [ 0.24747253 0.59549437 0.36790967 0.86246454 0.53003615] [ 0.75540985 0.35870779 0.59107906 0.60215487 0.40481763] [ 0.55897312 0.53591451 0.4980588 0.48014358 0.53469805] [ 0.68080183 0.38471108 0.51139255 0.43458015 0.43031508] [ 0.37797018 0.56847292 0.51937856 0.71223314 0.40772052] [ 0.75713685 0.37630718 0.48696951 0.20684276 0.3969245 ] [ 0.71691766 0.49201941 0.66720942 0.38969175 0.44935312] [ 0.82362977 0.3069346 0.57594159 0.15335098 0.40507203] [ 0.53280201 0.63107932 0.51211532 0.62727711 0.59569579] [ 0.4601624 0.58771945 0.53767554 0.63280003 0.58758191] [ 0.65499638 0.45979221 0.49318761 0.45159342 0.52687074] [ 0.5324158 0.40329487 0.52805461 0.53365851 0.44719986] [ 0.25636445 0.5030683 0.56434696 0.71256276 0.55389375] [ 0.43397615 0.53553151 0.5659618 0.69133863 0.57736658] [ 0.36515172 0.60935534 0.47731332 0.75979975 0.33317525] [ 0.70006516 0.47774443 0.48002565 0.42030872 0.45460628] [ 0.43153335 0.50573287 0.50891891 0.65142528 0.3951987 ] [ 0.27168561 0.5433598 0.44767595 0.80640094 0.40453638] [ 0.58456834 0.45228538 0.461545 0.71055618 0.43291211] [ 0.31555544 0.55141703 0.42402104 0.78259522 0.3828502 ] [ 0.82893797 0.35530552 0.50617069 0.30527673 0.44989917] [ 0.32338358 0.68590067 0.29545807 0.76391536 0.58390052] [ 0.20655429 0.68231493 0.3685914 0.87889837 0.56617903] [ 0.65798714 0.50615738 0.41585051 0.51161989 0.3989849 ] [ 0.73285527 0.46715125 0.50464298 0.24458019 0.37352746] [ 0.18006874 0.66001501 0.37684127 0.84735338 0.56349539] [ 0.33492998 0.55805597 0.458334 0.86944041 0.58551733] [ 0.69598138 0.37360848 0.66341638 0.30557126 0.38067021] [ 0.83417723 0.40803107 0.49382013 0.27532703 0.41642841] [ 0.53561826 0.72849934 0.33921238 0.65839528 0.49829053] [ 0.53229546 0.57841431 0.40252034 0.50218297 0.31867225] [ 0.71755111 0.55609717 0.4538434 0.34414045 0.43046793] [ 0.42143325 0.51661333 0.35799083 0.68595646 0.43653769] [ 0.58059381 0.50727567 0.59554893 0.43668234 0.40359622] [ 0.5552499 0.37604438 0.4676118 0.47507521 0.47384236] [ 0.41066538 0.57328824 0.40982109 0.65449721 0.54962315] [ 0.23758471 0.61521586 0.40593915 0.75534746 0.6082081 ] [ 0.17673263 0.64636574 0.521696 0.86731171 0.55997081] [ 0.63472483 0.50213599 0.4429114 0.36945277 0.40248876] Progress: 45.0% ... Training loss: 0.498 ... Validation loss: 0.819[ 0.60225987 0.52653372 0.49217862 0.52705625 0.5171445 ] [ 0.31156168 0.65632946 0.5164832 0.60142069 0.39181142] [ 0.30340603 0.51055619 0.43388825 0.81730483 0.58489946] [ 0.35046759 0.46373591 0.55540835 0.76865459 0.55114972] [ 0.90481259 0.38076511 0.49301575 0.19012314 0.31297133] [ 0.25833017 0.55302747 0.43309139 0.69748039 0.54037501] [ 0.50901054 0.57338377 0.49944187 0.63884816 0.55579594] [ 0.416642 0.57928146 0.2704424 0.83393928 0.51401441] [ 0.43697322 0.59921531 0.44415361 0.49131762 0.35274072] [ 0.67985674 0.58913659 0.57114401 0.52012439 0.46200906] [ 0.5718494 0.34175203 0.66446707 0.67430816 0.49064743] [ 0.50364984 0.740438 0.36059232 0.58907986 0.4836303 ] [ 0.55255824 0.53052625 0.49014376 0.54537227 0.63093629] [ 0.11105302 0.64246213 0.4149642 0.90724271 0.64793648] [ 0.46485268 0.48793245 0.48475771 0.53812716 0.46612038] [ 0.73219034 0.42769495 0.51034531 0.24750702 0.33382561] [ 0.78949464 0.47807991 0.52763114 0.40327874 0.451245 ] [ 0.53129634 0.62319518 0.34800737 0.46271491 0.5719703 ] [ 0.67926892 0.58581436 0.40678439 0.35843038 0.44919233] [ 0.37677695 0.59321671 0.36745492 0.5574032 0.48910239] [ 0.78538418 0.44183366 0.44973709 0.35939987 0.38114748] [ 0.51845509 0.63424796 0.41836669 0.55696514 0.34934861] [ 0.6309728 0.63340626 0.42966751 0.38877985 0.42687858] [ 0.63729191 0.48502546 0.52963131 0.4681497 0.52164296] [ 0.53223034 0.57990572 0.55592765 0.45712167 0.50690047] [ 0.32853786 0.63571645 0.37837943 0.81665781 0.37520128] [ 0.78522249 0.31674315 0.64920687 0.20869997 0.45171013] [ 0.51072312 0.35491856 0.53470285 0.76252381 0.48229096] [ 0.27177895 0.55658328 0.42333633 0.82372516 0.56406827] [ 0.55236847 0.45915056 0.45512915 0.59121292 0.38567334] [ 0.71699941 0.49201628 0.66721776 0.38955563 0.44933071] [ 0.62032831 0.57118652 0.50625543 0.47878642 0.57403549] [ 0.16700733 0.55531889 0.45602572 0.71446974 0.61231601] [ 0.69826586 0.57033827 0.42360037 0.22780635 0.33879523] [ 0.28751082 0.52991602 0.45295873 0.81229672 0.54453703] [ 0.57985069 0.41820055 0.5642699 0.46577903 0.46317438] [ 0.64814694 0.61596599 0.5107831 0.56002553 0.42476326] [ 0.84659325 0.3303537 0.44431001 0.33359922 0.38127402] [ 0.64382271 0.41975865 0.49270577 0.684446 0.39077946] [ 0.48979052 0.64449882 0.50544026 0.44387661 0.57280136] [ 0.379722 0.61523203 0.62730307 0.63714084 0.45154844] [ 0.74803889 0.55720035 0.43739506 0.35429593 0.40383379] [ 0.35279854 0.54256067 0.44621734 0.81308996 0.4824471 ] [ 0.53726563 0.41237176 0.49460338 0.51727978 0.41564585] [ 0.35582834 0.56144448 0.36880592 0.63992041 0.37957924] [ 0.650413 0.57626811 0.47084191 0.39836325 0.36864581] [ 0.20300327 0.72022435 0.39028112 0.80461686 0.455936 ] [ 0.12642108 0.67932602 0.38724479 0.84397595 0.55328502] [ 0.3740856 0.68863208 0.37581189 0.76343544 0.53863786] [ 0.81797775 0.43637524 0.47555726 0.40660032 0.43845589] [ 0.51550369 0.45658496 0.42026502 0.72336715 0.4450782 ] [ 0.83056983 0.34153589 0.61688233 0.23181253 0.40122782] [ 0.76360198 0.41434958 0.42431865 0.56506536 0.39585362] [ 0.52079641 0.69490883 0.38397831 0.58247182 0.45833623] [ 0.7774802 0.3535448 0.56181936 0.34021618 0.35299325] [ 0.79130998 0.51135857 0.57473707 0.17973358 0.41122783] [ 0.78922679 0.48040902 0.43795658 0.28771781 0.43517302] [ 0.34427169 0.62574988 0.4165382 0.70032026 0.60349761] [ 0.51137508 0.52318279 0.5364577 0.36362385 0.58857933] [ 0.67204767 0.54583862 0.42696595 0.43860872 0.42247184] [ 0.34190493 0.49198842 0.4992711 0.68963755 0.49506094] [ 0.36000212 0.58646475 0.47064493 0.47555044 0.51401941] [ 0.70186132 0.47705201 0.48305193 0.39383842 0.36727486] [ 0.71876402 0.52972954 0.29338392 0.3490938 0.39227525] [ 0.55481891 0.49724781 0.4453543 0.53492608 0.54822813] [ 0.61978821 0.55510107 0.48003183 0.46342782 0.38972073] [ 0.57681932 0.52483571 0.51720994 0.28238054 0.48948961] [ 0.64363158 0.49190209 0.49834161 0.64532289 0.27444517] [ 0.33412534 0.56257197 0.42938476 0.64877877 0.41639535] [ 0.32549387 0.59545687 0.36678406 0.71160553 0.49043206] [ 0.40543831 0.52594877 0.57276248 0.59227501 0.52741756] [ 0.61964729 0.49065237 0.45611248 0.54879799 0.52363718] [ 0.28089109 0.59102026 0.56926919 0.70096251 0.67705088] [ 0.50907349 0.44582986 0.45393246 0.61756883 0.29456114] [ 0.72580467 0.43936111 0.5683273 0.48600445 0.43067451] [ 0.72392315 0.53046937 0.57572825 0.25819645 0.43545357] [ 0.25595413 0.61431321 0.36720636 0.80475138 0.48284241] [ 0.34366848 0.60204882 0.37782995 0.7213564 0.52259215] [ 0.41711933 0.58996494 0.40639086 0.47308214 0.40517086] [ 0.65518219 0.52676106 0.44817819 0.30741935 0.58516882] [ 0.24061222 0.58819368 0.5216219 0.8259275 0.59065032] [ 0.30789622 0.62065221 0.38110879 0.81976371 0.67289412] [ 0.27274623 0.66587164 0.46435217 0.64257894 0.5055782 ] [ 0.61477544 0.32651784 0.42104755 0.58398788 0.35086115] [ 0.63283458 0.5635967 0.47249045 0.64358538 0.40865702] [ 0.51523732 0.55340836 0.4575788 0.76883751 0.55087724] [ 0.47965516 0.53870872 0.51505008 0.75224021 0.4708003 ] [ 0.78130055 0.37454637 0.47101007 0.43469942 0.3787918 ] [ 0.19880065 0.67155637 0.46975314 0.67175512 0.59828426] [ 0.44824709 0.67874759 0.57079671 0.69506126 0.57273377] [ 0.483692 0.5589814 0.50450249 0.44795304 0.45024636] [ 0.65902614 0.45376091 0.60289818 0.4868434 0.51406374] [ 0.49857523 0.64337388 0.45376088 0.56566043 0.38007559] [ 0.57632003 0.44984067 0.44146588 0.35870498 0.5126112 ] [ 0.5136241 0.52576827 0.51895059 0.41818252 0.5664312 ] [ 0.67987129 0.53223753 0.57605227 0.41998046 0.49808615] [ 0.52414002 0.62045396 0.44195413 0.56130871 0.59426694] [ 0.42825116 0.53718265 0.59695025 0.72307996 0.43184622] [ 0.49626586 0.5551419 0.56290161 0.45298679 0.57238632] [ 0.7774802 0.3535448 0.56181936 0.34021618 0.35299325] [ 0.57888213 0.31511242 0.33871166 0.33859614 0.41097898] [ 0.27611473 0.58621858 0.42588404 0.7730337 0.43293418] [ 0.57780123 0.53822873 0.45567975 0.42025324 0.38872701] [ 0.55392873 0.59867731 0.38329213 0.53276088 0.53317132] [ 0.45390782 0.51192957 0.55145392 0.7208231 0.37121495] [ 0.36394153 0.58712667 0.50272737 0.62085584 0.63148771] [ 0.2400805 0.50216933 0.45465883 0.86629163 0.71886022] [ 0.51561444 0.45098599 0.39428699 0.59944935 0.37605852] [ 0.42978424 0.57448357 0.5180315 0.66133382 0.40642677] [ 0.79235867 0.38554311 0.57421108 0.24852649 0.45186867] [ 0.45711218 0.58326469 0.50836174 0.63558388 0.44412062] [ 0.74576904 0.42232889 0.62185728 0.26331013 0.4782111 ] [ 0.51395561 0.54790256 0.56146068 0.61832878 0.42917107] [ 0.45735213 0.55582249 0.39774613 0.56904037 0.61910083] [ 0.6658296 0.4461612 0.41372185 0.40778932 0.6213119 ] [ 0.52067386 0.61562929 0.44690842 0.67035972 0.45789633] [ 0.21543942 0.5709381 0.55602181 0.78363174 0.63694064] [ 0.81358463 0.38662909 0.43548599 0.32464773 0.34113022] [ 0.30811274 0.57602058 0.49382847 0.83689421 0.49386373] [ 0.49318701 0.45583165 0.4733048 0.4494265 0.44854139] [ 0.64698004 0.36454229 0.58697003 0.50125411 0.45349948] [ 0.37422225 0.62014379 0.5691001 0.57187753 0.52931181] [ 0.24779553 0.57450298 0.34899089 0.68929932 0.46203671] [ 0.52754493 0.50714765 0.38557254 0.64940778 0.42566541] [ 0.24964237 0.72365731 0.23957449 0.83119221 0.45886082] [ 0.13213969 0.59396071 0.40296677 0.94297319 0.60672264] [ 0.79165174 0.47520689 0.46719914 0.36185717 0.31556016] [ 0.56713092 0.51476957 0.43679913 0.37139554 0.41955748] Progress: 45.0% ... Training loss: 0.498 ... Validation loss: 0.815[ 0.72476485 0.34174914 0.59153208 0.63887293 0.40913122] [ 0.2078683 0.58222141 0.42846911 0.75090174 0.40311199] [ 0.43090431 0.53302153 0.44045586 0.51488623 0.50830197] [ 0.42091154 0.57475078 0.32991577 0.69951682 0.45942705] [ 0.31209039 0.70211092 0.4073495 0.75954317 0.48683582] [ 0.64308701 0.32783482 0.63186473 0.64489623 0.45888898] [ 0.34188214 0.65995961 0.43286053 0.71420877 0.53505931] [ 0.2598754 0.66830105 0.32181524 0.92726989 0.52551526] [ 0.23295153 0.60141117 0.37240749 0.77162078 0.57689353] [ 0.84124492 0.418543 0.50672087 0.24737374 0.40296321] [ 0.8159439 0.34879945 0.43968673 0.20938779 0.32139797] [ 0.78504128 0.50583553 0.48791708 0.26064276 0.32044538] [ 0.84723798 0.35059753 0.48345764 0.11991957 0.28197605] [ 0.46262018 0.5260053 0.56508637 0.41435776 0.60343194] [ 0.5056861 0.51008331 0.43613177 0.50863589 0.40948643] [ 0.31270789 0.59687026 0.442636 0.71991498 0.51286163] [ 0.71467312 0.60886976 0.255626 0.40219778 0.33577824] [ 0.82546755 0.35196386 0.49419025 0.20747461 0.39388093] [ 0.33118333 0.66871571 0.34884337 0.73985497 0.48429516] [ 0.57972566 0.55485616 0.375912 0.25723823 0.44415779] [ 0.43177824 0.60122297 0.2649637 0.6538877 0.44065236] [ 0.38127017 0.55644667 0.51491807 0.69771497 0.52870158] [ 0.6381315 0.50663908 0.51340595 0.43550815 0.48518248] [ 0.7451331 0.5048719 0.49794101 0.23792285 0.4273654 ] [ 0.55951557 0.41754004 0.57398783 0.38068073 0.52503708] [ 0.53737229 0.65089763 0.36094777 0.70681962 0.42301534] [ 0.73972775 0.52468979 0.5339095 0.28409369 0.35348623] [ 0.11245475 0.7662402 0.4040378 0.80015954 0.57740989] [ 0.27644199 0.64652787 0.3885492 0.72790335 0.42051269] [ 0.56374258 0.54123445 0.51324129 0.56418399 0.51140346] [ 0.39637164 0.57212919 0.31041625 0.63078931 0.43388756] [ 0.45643891 0.43783701 0.40422412 0.58118665 0.65120556] [ 0.62266861 0.61289184 0.3877414 0.4720699 0.38466163] [ 0.67079819 0.50408787 0.56139677 0.23894843 0.57556285] [ 0.55350232 0.53582695 0.45450626 0.38788978 0.48032993] [ 0.6303633 0.4882272 0.40441364 0.47203134 0.56455662] [ 0.46745263 0.68645209 0.45609964 0.58657193 0.3824126 ] [ 0.47282612 0.55613734 0.48410507 0.74460615 0.40183423] [ 0.55324493 0.580926 0.4174334 0.48114958 0.52356497] [ 0.61896929 0.5561026 0.44060118 0.49696318 0.55367138] [ 0.38194091 0.52446131 0.40814385 0.69539796 0.46844062] [ 0.45479899 0.51292602 0.46365406 0.58417478 0.41769811] [ 0.8229105 0.43222238 0.49392761 0.17553771 0.31615983] [ 0.63718912 0.38787416 0.56368233 0.26482258 0.38704339] [ 0.65736215 0.37075301 0.70388227 0.46065718 0.4489875 ] [ 0.28031869 0.66354456 0.44742685 0.73650349 0.50765625] [ 0.54463195 0.565514 0.57248237 0.5650352 0.61446556] [ 0.4339989 0.61365252 0.5870492 0.81013198 0.60055257] [ 0.4705021 0.53280547 0.46408687 0.79686846 0.38649809] [ 0.70060507 0.4774656 0.48012745 0.41990244 0.45452529] [ 0.88078419 0.36845719 0.58921091 0.16350563 0.43865446] [ 0.42812178 0.54486096 0.54413026 0.60208201 0.37383097] [ 0.39929862 0.62913207 0.51441356 0.44595175 0.61979901] [ 0.67499144 0.38454981 0.54718024 0.241956 0.52456056] [ 0.52013729 0.5253655 0.59405786 0.74362238 0.55897526] [ 0.53686061 0.56881602 0.49563256 0.50182906 0.58510943] [ 0.32846708 0.59705438 0.53582772 0.66788053 0.62063336] [ 0.70650906 0.46063146 0.3369986 0.36937492 0.44968194] [ 0.74383318 0.54394807 0.37832733 0.34133136 0.25340974] [ 0.11961227 0.64060983 0.465196 0.85640266 0.48373221] [ 0.68023465 0.49857704 0.49300202 0.34858211 0.43255718] [ 0.37015811 0.50565831 0.46137443 0.65488946 0.51785852] [ 0.48355877 0.48090143 0.45943525 0.39658534 0.55070813] [ 0.82318013 0.47724428 0.51732915 0.26754579 0.38034575] [ 0.60796851 0.44548266 0.4230421 0.69433997 0.40329403] [ 0.59647423 0.56413783 0.42950962 0.60580386 0.36276915] [ 0.59608826 0.62271041 0.36364824 0.53843743 0.44482324] [ 0.24658321 0.73515744 0.34334146 0.80649091 0.60437413] [ 0.43630713 0.67414766 0.35884857 0.53140662 0.38674083] [ 0.55664865 0.66611679 0.61995688 0.55277881 0.51475454] [ 0.71800221 0.4221131 0.53076776 0.33485608 0.51910444] [ 0.62585679 0.36066267 0.55562931 0.54196952 0.36071281] [ 0.31752484 0.64260285 0.48089219 0.83205005 0.61129435] [ 0.22758271 0.76000785 0.34609806 0.82064175 0.5935549 ] [ 0.48819896 0.41029131 0.59320699 0.74343021 0.44734177] [ 0.70784965 0.3761085 0.61675868 0.3804935 0.4476331 ] [ 0.29502162 0.66344012 0.30891872 0.76346389 0.5611125 ] [ 0.42261628 0.5594142 0.46092708 0.49112153 0.43261942] [ 0.58660711 0.47802195 0.51259136 0.40599158 0.3647577 ] [ 0.37733014 0.65537863 0.44459181 0.69386181 0.40212507] [ 0.52757373 0.51206297 0.48270286 0.48628502 0.46008936] [ 0.68838075 0.34359329 0.52893803 0.30610079 0.37245691] [ 0.4499984 0.55441976 0.3351792 0.66027285 0.53050017] [ 0.59186097 0.35380851 0.42627276 0.44348962 0.39805799] [ 0.3275938 0.45093401 0.45042952 0.89607397 0.60971317] [ 0.61044364 0.46695013 0.34056858 0.59319991 0.35149424] [ 0.85717586 0.38594886 0.48154993 0.18464787 0.28083132] [ 0.38303212 0.65885414 0.37348386 0.71966069 0.48126617] [ 0.58225817 0.54032221 0.54149972 0.44900731 0.34361208] [ 0.19186906 0.61028548 0.4053309 0.79226424 0.51908252] [ 0.42657891 0.52805841 0.57305156 0.63538973 0.56536654] [ 0.75424357 0.47271578 0.41673655 0.20400648 0.27991922] [ 0.61946754 0.60280025 0.51636038 0.54825855 0.41019067] [ 0.53997466 0.44141611 0.52846893 0.52395031 0.34220604] [ 0.74775652 0.62323107 0.53002932 0.45025654 0.38859159] [ 0.70928326 0.47291553 0.53207186 0.24791804 0.53243357] [ 0.49371848 0.3389908 0.55632472 0.63623403 0.39220109] [ 0.51857684 0.61902496 0.30699583 0.58352757 0.34334214] [ 0.52507446 0.45800845 0.59103419 0.35746421 0.40749519] [ 0.26298532 0.51892414 0.40575602 0.82170219 0.58717227] [ 0.78824246 0.54241739 0.40583896 0.31367427 0.29125596] [ 0.46171154 0.6031994 0.54526087 0.6839645 0.45067737] [ 0.68321194 0.3935132 0.47062081 0.62047536 0.32298665] [ 0.83542845 0.46933933 0.49732142 0.26560026 0.31946588] [ 0.76612554 0.34192223 0.48506477 0.67970802 0.39851734] [ 0.70364233 0.50197131 0.43633946 0.45129063 0.37666991] [ 0.38591413 0.49401183 0.41253197 0.70086529 0.42415318] [ 0.55664865 0.66611679 0.61995688 0.55277881 0.51475454] [ 0.72411761 0.44522861 0.46021138 0.22082512 0.39706517] [ 0.384644 0.6261604 0.45628352 0.61365633 0.39858995] [ 0.66268424 0.48504394 0.5202118 0.48834356 0.47471176] [ 0.10704375 0.74829293 0.40603467 0.81798759 0.57594995] [ 0.37283287 0.50822498 0.50461395 0.6523474 0.5183238 ] [ 0.37539459 0.49597503 0.58377142 0.79971193 0.48911532] [ 0.25746567 0.58211754 0.54440335 0.75590819 0.53297405] [ 0.40228157 0.63409377 0.5000305 0.5288712 0.38670211] [ 0.60952694 0.55837293 0.42387488 0.43497086 0.33916481] [ 0.26199116 0.52749633 0.39329557 0.79986214 0.47103572] [ 0.7060457 0.28619552 0.51883196 0.34458333 0.48744305] [ 0.71755757 0.57109764 0.45997707 0.39891075 0.42125496] [ 0.39815187 0.56882004 0.41315445 0.67637029 0.37126856] [ 0.55823678 0.55561684 0.37203782 0.64881898 0.44445417] [ 0.7507899 0.44543954 0.50946203 0.29112381 0.42738063] [ 0.82293777 0.45733192 0.49117343 0.28915098 0.38036468] [ 0.83253248 0.36100304 0.63960508 0.1799131 0.41348698] [ 0.51433619 0.57300542 0.42997962 0.59773843 0.53975367] [ 0.27387149 0.57589901 0.49797952 0.75396466 0.41334998] [ 0.65425312 0.60023891 0.41135253 0.39294721 0.30546637] Progress: 45.0% ... Training loss: 0.498 ... Validation loss: 0.814[ 0.71628937 0.5889975 0.58316894 0.23420273 0.51780917] [ 0.62273379 0.44548284 0.4945579 0.40236803 0.41767021] [ 0.21468951 0.57739392 0.5230528 0.77363721 0.38786305] [ 0.71820613 0.45295476 0.46006442 0.21908182 0.46669132] [ 0.62717589 0.47486784 0.53307177 0.29042582 0.54546795] [ 0.69871278 0.54791905 0.50835135 0.42442764 0.45728144] [ 0.39562054 0.52472423 0.60810299 0.4598109 0.49947236] [ 0.8448907 0.33284857 0.59140953 0.20788484 0.37832727] [ 0.62520102 0.48602459 0.48236917 0.42709346 0.56165808] [ 0.43367061 0.57868273 0.5027195 0.48184586 0.45293269] [ 0.63002758 0.30833174 0.52513149 0.6114749 0.46147258] [ 0.62959786 0.43101625 0.44107265 0.22008699 0.29130962] [ 0.64775252 0.37387059 0.55389176 0.26735941 0.52894372] [ 0.4776999 0.5699562 0.43634438 0.54482539 0.46415053] [ 0.80280035 0.4194088 0.54250468 0.24497385 0.42080296] [ 0.55714486 0.50830137 0.46673591 0.63478046 0.43920033] [ 0.41450005 0.54689754 0.51854887 0.79837045 0.42655296] [ 0.78645636 0.49058274 0.58279884 0.51446898 0.3504151 ] [ 0.1909877 0.5989073 0.41519112 0.88102476 0.50745483] [ 0.70013122 0.47775684 0.48001252 0.42018337 0.45462419] [ 0.47218279 0.52002889 0.56323397 0.81404762 0.53370632] [ 0.74217364 0.44819111 0.3036252 0.36375225 0.3677931 ] [ 0.65585426 0.37739895 0.60811697 0.45283712 0.43492629] [ 0.69088301 0.38969381 0.4733712 0.25842583 0.41723538] [ 0.18304453 0.62692896 0.47862603 0.76008469 0.63674751] [ 0.67855161 0.6417376 0.4737698 0.62644257 0.4429631 ] [ 0.71103152 0.47120586 0.40289258 0.26595659 0.31227365] [ 0.53163001 0.54701837 0.24379763 0.57075368 0.4255126 ] [ 0.4992089 0.5921031 0.4406663 0.44061556 0.43464212] [ 0.45664001 0.67756133 0.45909317 0.74441251 0.47933425] [ 0.12759191 0.527901 0.54552367 0.83349335 0.68024365] [ 0.44094304 0.46026689 0.49516111 0.68904675 0.41581018] [ 0.20306246 0.57293105 0.49588646 0.79837047 0.65020073] [ 0.77447429 0.33845928 0.44231232 0.38388425 0.44747914] [ 0.76731229 0.35043355 0.36241639 0.17979127 0.31176692] [ 0.42702498 0.48355792 0.49842925 0.58332932 0.57399578] [ 0.63878019 0.5107575 0.39622453 0.37200612 0.28090285] [ 0.7235471 0.55233523 0.39562139 0.41892045 0.53398633] [ 0.40555721 0.54064676 0.61747932 0.51543927 0.60497152] [ 0.68841001 0.52707368 0.54270127 0.41547176 0.36414504] [ 0.51884433 0.54444091 0.4829132 0.43949092 0.68589032] [ 0.55781251 0.53354587 0.65082867 0.48918821 0.49064105] [ 0.37490453 0.58463716 0.37389166 0.65073855 0.38668149] [ 0.65055886 0.65543634 0.34196782 0.41483106 0.46760001] [ 0.6519282 0.48375067 0.43890204 0.62774133 0.31434187] [ 0.69635338 0.46616881 0.47649604 0.45477594 0.38066063] [ 0.26553649 0.48730228 0.327201 0.86117319 0.44874964] [ 0.20667629 0.6057221 0.45274464 0.83838689 0.62781517] [ 0.42229003 0.4994729 0.52373288 0.62611332 0.49391639] [ 0.34081849 0.56922806 0.46121381 0.5582054 0.40687234] [ 0.72877014 0.3972204 0.59583548 0.31932526 0.46468113] [ 0.52242638 0.5498908 0.38297456 0.75752438 0.29684876] [ 0.40395431 0.58125462 0.35340698 0.59404559 0.4691104 ] [ 0.24674851 0.70970838 0.40768692 0.8591548 0.52252656] [ 0.69458408 0.5156145 0.46688869 0.45446486 0.43262016] [ 0.23105018 0.66991655 0.53220432 0.72404964 0.63307803] [ 0.60612243 0.48698932 0.51325496 0.60901701 0.32092344] [ 0.4535854 0.67889018 0.33904639 0.63036838 0.34167497] [ 0.58716612 0.62481804 0.42571568 0.66985191 0.35148972] [ 0.16435144 0.74023651 0.33626489 0.76196582 0.54764078] [ 0.24955272 0.74714163 0.29272467 0.75866521 0.51046223] [ 0.74622699 0.51310163 0.5392627 0.41637339 0.48182563] [ 0.17246832 0.56683225 0.40962619 0.83268722 0.53528807] [ 0.31809117 0.51222371 0.51041122 0.72429197 0.61798313] [ 0.55637987 0.60097535 0.56336897 0.57994817 0.37085477] [ 0.85304086 0.31452115 0.4937315 0.15797191 0.35892174] [ 0.56892519 0.50332106 0.45627729 0.4133826 0.5071142 ] [ 0.74194599 0.5810015 0.4429688 0.60815731 0.32437292] [ 0.56535685 0.52861965 0.47296933 0.40235344 0.55130717] [ 0.33770922 0.59848259 0.38140509 0.69842589 0.49237686] [ 0.77365832 0.46162047 0.58674472 0.37150662 0.37975337] [ 0.86326101 0.37631369 0.44044315 0.24881621 0.45153471] [ 0.36174891 0.56880942 0.46122391 0.69447016 0.61429217] [ 0.67369112 0.51354929 0.45980853 0.61483689 0.43749255] [ 0.6478294 0.46672046 0.54220077 0.39748847 0.53027786] [ 0.8053384 0.52029272 0.59427318 0.20365277 0.50225236] [ 0.36188412 0.47554977 0.48499594 0.57349027 0.47101489] [ 0.69950236 0.48079022 0.50062387 0.35086235 0.42740138] [ 0.75653324 0.38445598 0.44512235 0.39383675 0.47111903] [ 0.79959844 0.42831292 0.55771282 0.275199 0.33095973] [ 0.56691983 0.65036379 0.3451463 0.46640165 0.48568755] [ 0.78600865 0.52669717 0.44807472 0.41758977 0.36304913] [ 0.56620894 0.46988153 0.44676947 0.40954697 0.39894562] [ 0.72224798 0.43301874 0.49327825 0.2081596 0.41978555] [ 0.42869318 0.55216239 0.53810513 0.37892319 0.69829952] [ 0.55514899 0.6224766 0.33885711 0.60379395 0.45751093] [ 0.38029352 0.52090289 0.41060777 0.73704168 0.38110148] [ 0.28323218 0.73498002 0.2914313 0.85755094 0.458391 ] [ 0.49663155 0.48534259 0.50782424 0.60359805 0.64452632] [ 0.80865127 0.46931319 0.43113756 0.20681889 0.35896577] [ 0.55948902 0.4999196 0.56138844 0.5579717 0.49296123] [ 0.21962495 0.59723134 0.48320999 0.80613811 0.53125904] [ 0.54781527 0.6035485 0.32837971 0.52689903 0.48982835] [ 0.74959729 0.5264588 0.50853482 0.51830877 0.39632481] [ 0.16393854 0.56444147 0.44526959 0.90373574 0.56074946] [ 0.14096272 0.69525689 0.35885623 0.90236753 0.55941105] [ 0.23365627 0.55874413 0.4499801 0.55469173 0.60636035] [ 0.48639058 0.51384318 0.33737621 0.73845475 0.3933567 ] [ 0.48444787 0.40112653 0.43785623 0.43269618 0.58634899] [ 0.54440985 0.4402095 0.53560331 0.58445069 0.45502495] [ 0.56699565 0.4621745 0.51127071 0.51384626 0.29975807] [ 0.34173723 0.44556916 0.4926247 0.80223707 0.578635 ] [ 0.62971174 0.40722629 0.37791317 0.59530696 0.33575886] [ 0.92196794 0.34742682 0.47085309 0.19353044 0.32288894] [ 0.62687659 0.48222761 0.6536062 0.31256582 0.48288735] [ 0.32912764 0.48854739 0.5276877 0.530591 0.55561956] [ 0.56377254 0.52323843 0.44699763 0.60017699 0.50533601] [ 0.72808699 0.41890752 0.3281641 0.43345414 0.3714546 ] [ 0.55265333 0.5028856 0.41459565 0.63817956 0.36439301] [ 0.65846879 0.45424663 0.6026921 0.48720128 0.51428128] [ 0.56290977 0.36712208 0.49531203 0.65652688 0.40694563] [ 0.6438733 0.54982336 0.47504073 0.34914107 0.52109528] [ 0.82337842 0.51672455 0.57313519 0.29884602 0.4034344 ] [ 0.55694059 0.4802959 0.37927082 0.4715169 0.37677552] [ 0.60575479 0.50794158 0.53972489 0.5375426 0.45519204] [ 0.8178817 0.44836784 0.50648416 0.48453099 0.39936306] [ 0.73370936 0.4519318 0.55490575 0.42931875 0.51856316] [ 0.64341243 0.45870727 0.58586064 0.21885316 0.48689981] [ 0.29219839 0.51790324 0.43654511 0.70348905 0.51309154] [ 0.50757312 0.53449905 0.485578 0.69352239 0.38980109] [ 0.6229855 0.40399653 0.5446397 0.49662973 0.42536274] [ 0.32096247 0.6169974 0.47502507 0.61935198 0.72341837] [ 0.55316213 0.41090705 0.57965818 0.67986696 0.34180248] [ 0.47727247 0.64362735 0.38074761 0.55696536 0.36287163] [ 0.51462223 0.5182457 0.4158942 0.39050945 0.51905732] [ 0.73315373 0.37420428 0.39781622 0.46574272 0.42498054] [ 0.29469265 0.55224456 0.50582071 0.60828021 0.51724029] [ 0.68456297 0.48175858 0.37506259 0.27132423 0.29462558] Progress: 45.1% ... Training loss: 0.498 ... Validation loss: 0.814[ 0.72499662 0.48227436 0.39537123 0.25516718 0.3212997 ] [ 0.64586312 0.6189257 0.41869697 0.58121725 0.34361366] [ 0.43119336 0.55896033 0.45507369 0.68277865 0.46502477] [ 0.77481105 0.3823698 0.53642573 0.23152652 0.33468918] [ 0.44289176 0.54110694 0.45947495 0.65344909 0.44885777] [ 0.67104854 0.4572584 0.43157226 0.39134191 0.45167037] [ 0.32557587 0.57618851 0.51128413 0.80996876 0.50629767] [ 0.37833015 0.72203311 0.28346626 0.78079202 0.53770539] [ 0.22043037 0.62247087 0.4410347 0.89754054 0.55206642] [ 0.63891809 0.50639117 0.51348212 0.43507216 0.48511796] [ 0.42237572 0.50336376 0.54405454 0.80799083 0.46411681] [ 0.50498221 0.47857042 0.50824718 0.75790281 0.56521782] [ 0.22395209 0.59199116 0.52067703 0.92075318 0.60373764] [ 0.55869361 0.43926778 0.59211303 0.63268722 0.33961849] [ 0.16660846 0.7188686 0.38126338 0.77271967 0.60530365] [ 0.75238449 0.46185149 0.56167501 0.43176893 0.40288708] [ 0.7442568 0.3516924 0.45091979 0.29237812 0.38391304] [ 0.65368743 0.41204818 0.54891034 0.36648947 0.49831985] [ 0.74005197 0.29343465 0.61798533 0.22354834 0.37015502] [ 0.52062598 0.33637071 0.61442211 0.67811941 0.54565231] [ 0.75645183 0.3801443 0.61350532 0.14824502 0.49061818] [ 0.87216872 0.30957105 0.58352086 0.18619188 0.42964627] [ 0.60208475 0.5994873 0.55730598 0.5010588 0.52724363] [ 0.63395916 0.50272332 0.44270417 0.36985574 0.40265053] [ 0.78493093 0.49055328 0.46852893 0.36359381 0.4285425 ] [ 0.42042348 0.62137049 0.50233096 0.48927349 0.54226741] [ 0.46465631 0.53249247 0.42888825 0.38978389 0.37846997] [ 0.43738199 0.57908115 0.38457788 0.77129424 0.52457578] [ 0.51923651 0.54447801 0.48288137 0.43934833 0.68591182] [ 0.4087697 0.66799942 0.42978441 0.59062927 0.37216721] [ 0.75626928 0.37829548 0.56712434 0.28264609 0.39704458] [ 0.69760246 0.57094548 0.42335144 0.22808709 0.33897625] [ 0.5251608 0.54295955 0.44382562 0.47266503 0.47839931] [ 0.60424136 0.47412899 0.4710225 0.55707367 0.53402377] [ 0.28188487 0.69835863 0.35073339 0.80684745 0.5690045 ] [ 0.29425235 0.58136389 0.46131396 0.79350918 0.40410047] [ 0.56213316 0.41966666 0.62394456 0.66610774 0.43326914] [ 0.48445433 0.47316376 0.56916072 0.59674133 0.53850981] [ 0.37566242 0.68190947 0.40370885 0.83927722 0.56158401] [ 0.68719645 0.31016102 0.66319024 0.53146064 0.35788606] [ 0.34328798 0.66353793 0.33394894 0.56035801 0.58380587] [ 0.48848902 0.6117122 0.45999474 0.53636351 0.52405639] [ 0.73832751 0.40780666 0.5349549 0.44973948 0.36568278] [ 0.82622373 0.468216 0.47966468 0.24895623 0.36175111] [ 0.56715018 0.48149508 0.482286 0.62605528 0.31226084] [ 0.70751923 0.37357649 0.49700646 0.34724474 0.42403182] [ 0.49297906 0.52749763 0.36547223 0.49079721 0.38077209] [ 0.68810829 0.47104407 0.42540571 0.28545562 0.3245641 ] [ 0.51334898 0.62023005 0.48717865 0.60187138 0.43457898] [ 0.66223694 0.59734122 0.45026759 0.48328835 0.39300287] [ 0.43612184 0.52932494 0.44468599 0.71032408 0.51954635] [ 0.72949765 0.49518763 0.30792159 0.26808903 0.32686658] [ 0.18395839 0.60775657 0.50596304 0.82330887 0.5838938 ] [ 0.42230032 0.44275491 0.63449481 0.69646474 0.47855725] [ 0.89727856 0.31381617 0.63587574 0.15838781 0.39579912] [ 0.84030989 0.41447839 0.48281316 0.19135872 0.36144612] [ 0.86153075 0.42597806 0.6313019 0.22245958 0.42580046] [ 0.8236127 0.48235354 0.39888877 0.266826 0.37606642] [ 0.47834125 0.31136132 0.53038846 0.58873663 0.5500366 ] [ 0.63614703 0.50825667 0.47623977 0.56730708 0.3709672 ] [ 0.49740596 0.4533975 0.49398453 0.36822004 0.618031 ] [ 0.86927807 0.37036214 0.47842869 0.31545268 0.40061211] [ 0.74729312 0.32982316 0.58830145 0.46045482 0.46463477] [ 0.6836119 0.57018994 0.42488807 0.4211962 0.40329607] [ 0.42049096 0.6217146 0.36681351 0.76001652 0.40008107] [ 0.6597063 0.5641555 0.36586064 0.38562704 0.33775315] [ 0.275226 0.72349048 0.31548958 0.74255552 0.5324193 ] [ 0.44552398 0.54396573 0.40506363 0.55283 0.45129298] [ 0.61300478 0.44347013 0.4164658 0.6757709 0.35028079] [ 0.6240088 0.37989984 0.52578785 0.57520099 0.47564575] [ 0.42484665 0.62480681 0.49581986 0.78562751 0.55915285] [ 0.51629167 0.45868806 0.56629802 0.56307763 0.42247074] [ 0.42305474 0.55661221 0.36334664 0.51718391 0.50227931] [ 0.22252772 0.57713081 0.41413584 0.82617934 0.53196537] [ 0.66020245 0.52218234 0.38553073 0.38941182 0.37448987] [ 0.68073625 0.39818813 0.51054875 0.35271862 0.46117258] [ 0.28359436 0.62705542 0.45200237 0.73167155 0.55107691] [ 0.52954216 0.41815415 0.38511465 0.28112878 0.44782604] [ 0.55365637 0.48448965 0.57304013 0.59797234 0.48465399] [ 0.42946103 0.55197073 0.53815772 0.3785903 0.69825388] [ 0.62438822 0.4838229 0.42929392 0.38399923 0.37871985] [ 0.87400672 0.37802917 0.41631186 0.28134051 0.32661594] [ 0.34841339 0.50530258 0.43095283 0.61187816 0.54967557] [ 0.46026195 0.40031661 0.50172406 0.67024681 0.38925564] [ 0.45603737 0.50038088 0.59560507 0.75197223 0.5608522 ] [ 0.52439451 0.4912285 0.53248859 0.36954632 0.48541108] [ 0.21982764 0.59741306 0.48311491 0.80616393 0.53133024] [ 0.58375449 0.30184389 0.5099317 0.50396534 0.34449771] [ 0.63682816 0.46574774 0.58594998 0.33522904 0.40915176] [ 0.60078116 0.52764408 0.42920814 0.56320675 0.46159492] [ 0.23820668 0.58047628 0.50145143 0.80805682 0.64710052] [ 0.17189359 0.63091623 0.48656843 0.90432868 0.58648924] [ 0.32557587 0.57618851 0.51128413 0.80996876 0.50629767] [ 0.40401326 0.65673283 0.44604283 0.8684749 0.43618179] [ 0.21090671 0.70104297 0.32248662 0.76067976 0.58458759] [ 0.77025236 0.4841386 0.43153996 0.39616817 0.50701697] [ 0.24573227 0.58926362 0.46964557 0.77063611 0.57174346] [ 0.53774127 0.6092461 0.42845191 0.4916956 0.3835453 ] [ 0.83535901 0.3898365 0.62858402 0.19569892 0.36500711] [ 0.76093276 0.53539772 0.44847693 0.43799266 0.28985735] [ 0.48335666 0.43079886 0.44953646 0.76866436 0.50132861] [ 0.71422551 0.40317229 0.38290126 0.33476325 0.44953883] [ 0.25747216 0.6947129 0.40405678 0.75904259 0.39364463] [ 0.70078875 0.5469187 0.46711218 0.42838733 0.38392321] [ 0.61785353 0.60527957 0.46541823 0.52636377 0.40936643] [ 0.63582901 0.50165615 0.53800544 0.70802355 0.44767321] [ 0.72823394 0.42115666 0.56208472 0.28536461 0.52395105] [ 0.65798411 0.41316848 0.58633319 0.57686649 0.463278 ] [ 0.18541689 0.7327815 0.380214 0.75647426 0.47514849] [ 0.1915439 0.67460602 0.40009466 0.84683078 0.60342889] [ 0.7007469 0.37648119 0.52339306 0.27354956 0.50019275] [ 0.72317274 0.4600532 0.57653084 0.41238473 0.4215269 ] [ 0.7498039 0.46383583 0.45330679 0.21108596 0.33851002] [ 0.49463096 0.54972197 0.46514889 0.34544995 0.31447239] [ 0.68743248 0.45798087 0.46603533 0.46566725 0.50539702] [ 0.46690554 0.41896546 0.55870493 0.4836595 0.45825883] [ 0.42258448 0.44564675 0.5189117 0.62456313 0.65705774] [ 0.60085517 0.37113839 0.65281719 0.33812723 0.47829926] [ 0.53859521 0.49357983 0.47168359 0.68063849 0.28863898] [ 0.54230361 0.53162229 0.39562758 0.48324538 0.39215142] [ 0.4314043 0.58453476 0.38202212 0.48047376 0.39949185] [ 0.22696498 0.56798506 0.55680451 0.60580166 0.50781895] [ 0.7397234 0.4267642 0.52265531 0.184314 0.43737508] [ 0.32082774 0.72514457 0.32073523 0.7540356 0.58565267] [ 0.46914792 0.70931139 0.29776495 0.61218862 0.33338874] [ 0.74823724 0.55710213 0.43741711 0.35399022 0.403801 ] [ 0.48207997 0.55117622 0.34428352 0.5412903 0.48532603] [ 0.69466137 0.35997272 0.67084881 0.25836939 0.46665033] Progress: 45.1% ... Training loss: 0.497 ... Validation loss: 0.814[ 0.42456074 0.55823607 0.48753554 0.80631404 0.4436089 ] [ 0.67308933 0.44524289 0.32274733 0.42405409 0.36585528] [ 0.68100126 0.53199903 0.57612475 0.41946872 0.4980306 ] [ 0.68193962 0.45070967 0.51978088 0.3854313 0.58154733] [ 0.81083852 0.53222777 0.61292653 0.33144659 0.42722868] [ 0.82731336 0.47107471 0.56628444 0.14613986 0.45469327] [ 0.75932761 0.47781798 0.57702184 0.33883585 0.48166279] [ 0.63755244 0.54324298 0.43964921 0.38054618 0.44150902] [ 0.50572028 0.57981479 0.48473658 0.46613652 0.43756724] [ 0.43636397 0.55017393 0.51099101 0.60005727 0.58868762] [ 0.43161565 0.60222912 0.4093508 0.5423036 0.34964081] [ 0.6927102 0.37234055 0.47477647 0.2635692 0.33821683] [ 0.61280978 0.59393875 0.48714518 0.56411779 0.54973733] [ 0.62521192 0.57335013 0.46076319 0.61887644 0.46497139] [ 0.32415466 0.62320141 0.50010604 0.5534972 0.4125497 ] [ 0.39037539 0.70494805 0.32334899 0.6824244 0.39795378] [ 0.40318544 0.59543485 0.38907726 0.77897113 0.37956608] [ 0.5081508 0.49834731 0.5457077 0.65930542 0.4659204 ] [ 0.17792762 0.68136364 0.31156577 0.78654075 0.54882965] [ 0.46534245 0.54680532 0.45031004 0.63039641 0.48540647] [ 0.73739173 0.40301009 0.69379033 0.19869624 0.41918275] [ 0.70095491 0.57024602 0.50137646 0.39086941 0.48286575] [ 0.44654638 0.52983029 0.37132465 0.59531833 0.51613332] [ 0.74449193 0.48087492 0.59206557 0.53368487 0.40161113] [ 0.18484684 0.54183767 0.34750497 0.90284136 0.62504292] [ 0.68703674 0.39057622 0.38441252 0.46060841 0.54376769] [ 0.4819317 0.48487769 0.49041993 0.51533237 0.61792739] [ 0.8851126 0.31503146 0.47587631 0.19812538 0.39547579] [ 0.31320146 0.60421333 0.58745412 0.77146131 0.62426824] [ 0.83557063 0.37516238 0.52213935 0.333014 0.39344763] [ 0.3016672 0.56245329 0.53002074 0.83218754 0.6058418 ] [ 0.27374052 0.70166786 0.43909136 0.72275383 0.50425801] [ 0.45482198 0.37924122 0.53185989 0.68859342 0.56149287] [ 0.66115108 0.49903735 0.42500806 0.53883709 0.48172034] [ 0.13430655 0.57848654 0.40876851 0.87872854 0.54523875] [ 0.43554925 0.53526666 0.56601709 0.69071731 0.57735571] [ 0.62123862 0.29742311 0.41801861 0.41984459 0.41896466] [ 0.76812633 0.43691318 0.60453978 0.45099729 0.35112255] [ 0.58521656 0.5721646 0.41416581 0.39860999 0.52379042] [ 0.50570798 0.43386772 0.53271064 0.36422148 0.53459046] [ 0.45896349 0.61637749 0.43762886 0.58940167 0.45362236] [ 0.39467753 0.61956243 0.47758117 0.5106409 0.4288105 ] [ 0.6278582 0.40244305 0.54175157 0.26072346 0.55588355] [ 0.58694689 0.59444034 0.41007416 0.60356829 0.43703554] [ 0.12023407 0.64081649 0.46498119 0.856288 0.48395242] [ 0.50342093 0.41581729 0.67049118 0.76351016 0.4675986 ] [ 0.44035565 0.56635175 0.49896587 0.5636731 0.43224039] [ 0.69031494 0.52880845 0.34364871 0.4156777 0.28426669] [ 0.864489 0.40756516 0.4280751 0.21479079 0.41415703] [ 0.38117122 0.46372436 0.58336566 0.54740419 0.57036353] [ 0.19378891 0.63998481 0.44317402 0.87863084 0.58635711] [ 0.14309814 0.650326 0.45947057 0.82896908 0.4328079 ] [ 0.39390208 0.45549199 0.50032752 0.68639609 0.40286981] [ 0.4051095 0.59347664 0.51102757 0.58550601 0.43845842] [ 0.52779328 0.59664126 0.46269976 0.75636111 0.48390002] [ 0.44038986 0.36001952 0.54463854 0.66898447 0.47748207] [ 0.51641913 0.62441766 0.52309114 0.56679762 0.41773316] [ 0.44101178 0.51539416 0.49814538 0.77750877 0.59887145] [ 0.25432944 0.64575307 0.47697358 0.85306882 0.43367098] [ 0.53889995 0.48575109 0.52703992 0.35222346 0.47666752] [ 0.20763846 0.48951648 0.48447873 0.89727302 0.7147537 ] [ 0.70116611 0.40900887 0.44704622 0.23487948 0.39173634] [ 0.83558597 0.38964543 0.62866853 0.19558238 0.36492471] [ 0.3849239 0.5154338 0.57203446 0.80651671 0.49409495] [ 0.61247954 0.35519661 0.59318162 0.26836432 0.4979384 ] [ 0.66241295 0.54570551 0.50744662 0.47235034 0.42827997] [ 0.62937221 0.51121787 0.58005523 0.5493976 0.4837524 ] [ 0.55937254 0.43138625 0.52594628 0.58738814 0.42549886] [ 0.4839954 0.5209322 0.50984031 0.82749119 0.51912373] [ 0.37109636 0.50490092 0.46309175 0.67659955 0.38293402] [ 0.30333791 0.48547621 0.42213466 0.80732169 0.42871985] [ 0.37537856 0.41463933 0.53531174 0.72116101 0.45344783] [ 0.61336322 0.48088017 0.32303881 0.48095722 0.38603284] [ 0.39837802 0.4529662 0.4941186 0.60263817 0.56230183] [ 0.54872466 0.54453628 0.43918697 0.61873437 0.5171914 ] [ 0.27280989 0.48823865 0.55700257 0.75851433 0.63501155] [ 0.76549532 0.37979705 0.56737222 0.27246569 0.41620459] [ 0.81010228 0.40275478 0.50319781 0.23386377 0.33231598] [ 0.68794075 0.61104218 0.45438056 0.44312748 0.38045485] [ 0.56357574 0.51656605 0.53082051 0.78537972 0.4542009 ] [ 0.50600366 0.51650921 0.48006046 0.4488922 0.40673596] [ 0.42657165 0.67890553 0.42158863 0.55993509 0.37827004] [ 0.52362059 0.60088561 0.46906476 0.34575257 0.39424356] [ 0.41436248 0.48562324 0.58089387 0.79252619 0.57211488] [ 0.11851178 0.45019916 0.50675353 0.87889392 0.63261261] [ 0.86338342 0.42962083 0.54263388 0.30588915 0.40593575] [ 0.70992453 0.53444887 0.39054611 0.28885973 0.4527993 ] [ 0.63030074 0.41848362 0.44572132 0.42823499 0.56975644] [ 0.48399877 0.43956181 0.4268222 0.74677898 0.5477185 ] [ 0.34518086 0.56984571 0.46842969 0.73711813 0.54125762] [ 0.5277255 0.59249004 0.49488812 0.65147202 0.48762264] [ 0.35188427 0.51615166 0.66626412 0.75207691 0.50212417] [ 0.72933797 0.41878671 0.58981849 0.38934008 0.42779197] [ 0.55404362 0.47749031 0.42002731 0.39065885 0.44901331] [ 0.55461134 0.37549978 0.59161973 0.343064 0.46565166] [ 0.39678535 0.63044129 0.46064147 0.72118604 0.50468045] [ 0.65800994 0.55329888 0.54483603 0.48653263 0.53436179] [ 0.61305129 0.56689381 0.4987928 0.35828813 0.46450479] [ 0.78026089 0.41409843 0.64835693 0.13915063 0.36162452] [ 0.36278461 0.47879266 0.43134089 0.65612721 0.44066668] [ 0.77481154 0.40398695 0.50278396 0.28054125 0.37358015] [ 0.3005448 0.55132094 0.39498342 0.67181147 0.59483006] [ 0.23052668 0.66387022 0.31611321 0.71600615 0.54788251] [ 0.23260497 0.63042275 0.3468411 0.82365814 0.60659004] [ 0.47609323 0.44134346 0.42526284 0.63689448 0.57196256] [ 0.60547847 0.52400126 0.67404762 0.47731683 0.5128019 ] [ 0.89361558 0.3257677 0.55636377 0.1276501 0.28895155] [ 0.75205853 0.51767173 0.51104282 0.45331233 0.42203245] [ 0.63319411 0.49622491 0.37085907 0.47062572 0.43177726] [ 0.29228113 0.55673911 0.47573003 0.80125492 0.38608196] [ 0.66095925 0.49065997 0.50007199 0.45742696 0.46061842] [ 0.63381622 0.4441898 0.4740091 0.35049906 0.31835601] [ 0.79633612 0.24322432 0.50315354 0.24119402 0.38206412] [ 0.6331216 0.4614871 0.38634568 0.5803629 0.33755113] [ 0.64104883 0.44823914 0.47110986 0.45221807 0.38808758] [ 0.79055026 0.28888713 0.54531053 0.23190596 0.52791578] [ 0.25147014 0.54938923 0.46867429 0.82844497 0.43756258] [ 0.24207703 0.64240257 0.34438865 0.77943757 0.55803753] [ 0.16332709 0.72690921 0.38243278 0.77805954 0.54930014] [ 0.59073974 0.45263435 0.53949121 0.62110751 0.33338531] [ 0.56662473 0.58704049 0.49620399 0.51071544 0.41665786] [ 0.35040594 0.62088851 0.39068606 0.67752739 0.52180209] [ 0.69534575 0.52535354 0.45858544 0.44077166 0.39411998] [ 0.22289982 0.62299753 0.40629581 0.85862984 0.44038005] [ 0.28760497 0.64298274 0.35216272 0.43528131 0.59106859] [ 0.80379686 0.53442125 0.39498604 0.42570103 0.311534 ] [ 0.33328207 0.69243949 0.45560047 0.65102964 0.3718248 ] [ 0.595223 0.5993483 0.54448974 0.63404647 0.46338101] Progress: 45.2% ... Training loss: 0.497 ... Validation loss: 0.811[ 0.57863179 0.50534055 0.64410615 0.51364186 0.48096146] [ 0.67203582 0.49046566 0.43826835 0.40185188 0.43313412] [ 0.66149768 0.5558126 0.4096007 0.34227058 0.26381357] [ 0.63889726 0.55147266 0.35046189 0.39587189 0.41078406] [ 0.65439664 0.47682302 0.40650923 0.60560796 0.35949228] [ 0.23302906 0.66311827 0.38492778 0.62192533 0.48881554] [ 0.84838873 0.37399842 0.58286731 0.2661183 0.38901261] [ 0.52428435 0.40102625 0.58972484 0.68185118 0.36443654] [ 0.48884339 0.4538106 0.35334508 0.49819874 0.51928115] [ 0.59846185 0.56585488 0.48381671 0.31532771 0.50337748] [ 0.72112502 0.49199701 0.49211469 0.29472608 0.42165251] [ 0.37475512 0.59201419 0.32494429 0.68820745 0.38597506] [ 0.57274673 0.41015429 0.54898108 0.50491837 0.49023309] [ 0.60381513 0.55329813 0.48830891 0.46242763 0.35025226] [ 0.58956571 0.46071141 0.61270413 0.37060673 0.53623697] [ 0.45021202 0.43026577 0.67583299 0.72124075 0.50081631] [ 0.39697137 0.54364006 0.54203476 0.56278969 0.47656301] [ 0.41089827 0.59565059 0.34228023 0.56324977 0.57513615] [ 0.72614785 0.48929569 0.54555462 0.40109465 0.45146133] [ 0.23489703 0.45665601 0.3963541 0.75710148 0.65413692] [ 0.71164972 0.48770756 0.34958613 0.4647035 0.39620824] [ 0.69921859 0.43969116 0.49773149 0.43502004 0.36260006] [ 0.68113615 0.47686612 0.64523799 0.615816 0.4506329 ] [ 0.19493575 0.5157664 0.35236348 0.84901999 0.56228492] [ 0.82087472 0.40439423 0.4471232 0.15081877 0.27344588] [ 0.19622665 0.70169361 0.27378778 0.79702361 0.59919779] [ 0.71761279 0.49374223 0.65684468 0.43621444 0.42061941] [ 0.70257029 0.51968639 0.4338043 0.7435592 0.4361962 ] [ 0.4300575 0.66676505 0.36225531 0.6568164 0.47659107] [ 0.89062063 0.26280649 0.60634833 0.11971215 0.33660179] [ 0.705521 0.41710155 0.48595872 0.34835036 0.49142134] [ 0.74612303 0.51316711 0.5392194 0.41633268 0.48187123] [ 0.30084121 0.70996501 0.33645591 0.74019813 0.47597387] [ 0.56281086 0.56495061 0.32919334 0.69342263 0.56142491] [ 0.48106992 0.43590555 0.47473497 0.31396526 0.43971979] [ 0.53749446 0.63173413 0.44053413 0.55394006 0.45074232] [ 0.46176483 0.56088497 0.4213199 0.8496094 0.53276842] [ 0.61733451 0.66939095 0.26881192 0.47005876 0.32030974] [ 0.72335997 0.37531493 0.44702068 0.1979173 0.31889075] [ 0.89716551 0.30979419 0.5288772 0.13607351 0.38131784] [ 0.63574985 0.52206227 0.40262493 0.49966617 0.49180696] [ 0.59372552 0.36499191 0.52455617 0.3259611 0.44832668] [ 0.43922567 0.60785432 0.35512225 0.5428428 0.42062849] [ 0.27195815 0.5500816 0.5148589 0.85153447 0.67924181] [ 0.5532325 0.49052102 0.38360815 0.8466968 0.46359783] [ 0.3741999 0.67631616 0.46486172 0.70376922 0.38232528] [ 0.66767383 0.49847202 0.37205107 0.24016445 0.38590993] [ 0.56194116 0.41078225 0.63494654 0.71200498 0.47722396] [ 0.28724716 0.43930868 0.46592935 0.70690211 0.50974711] [ 0.45654609 0.4381688 0.40406765 0.58121989 0.65135556] [ 0.39139004 0.5293847 0.42475526 0.6422817 0.64007579] [ 0.55962798 0.50555957 0.53448018 0.70781878 0.41826918] [ 0.63428035 0.40647471 0.4465569 0.37390451 0.37934649] [ 0.26984554 0.64430746 0.275471 0.65431673 0.47957679] [ 0.39956354 0.7082649 0.44434827 0.74059544 0.62331722] [ 0.43301443 0.54564861 0.45549371 0.48039889 0.53254469] [ 0.19788463 0.56516474 0.4757108 0.78706958 0.4758432 ] [ 0.37526346 0.62591063 0.37859813 0.48036883 0.55955483] [ 0.63114338 0.44359043 0.41563705 0.39525579 0.43108957] [ 0.6215251 0.6397586 0.45368595 0.3397093 0.42502213] [ 0.67340016 0.58691394 0.45910121 0.40323941 0.46542607] [ 0.47527731 0.49839707 0.41749837 0.69772055 0.32162036] [ 0.65309341 0.42974986 0.45668631 0.57651988 0.30622981] [ 0.35990248 0.51743658 0.49772565 0.6764735 0.59935071] [ 0.25389324 0.57829662 0.47623758 0.73416052 0.62996785] [ 0.27861373 0.62438963 0.51990112 0.8636964 0.60790793] [ 0.63812695 0.46519798 0.58615617 0.33461972 0.40893862] [ 0.72494976 0.45186783 0.34863525 0.40873659 0.40416946] [ 0.31040678 0.42344056 0.48482702 0.7383969 0.66364811] [ 0.31546395 0.52970213 0.4148285 0.71191496 0.41324901] [ 0.81874076 0.38881895 0.36078757 0.39038396 0.33773414] [ 0.30140754 0.57709703 0.52518343 0.78826719 0.52627608] [ 0.46911931 0.44256588 0.50607043 0.45630538 0.49676379] [ 0.81271075 0.39273483 0.57187544 0.25090217 0.26098793] [ 0.41399383 0.54671519 0.42294892 0.38476181 0.5424783 ] [ 0.3573245 0.50325521 0.47289634 0.81870502 0.51996818] [ 0.62679902 0.47514192 0.57688831 0.32864695 0.46690609] [ 0.29120822 0.60576942 0.43503297 0.78996361 0.40093719] [ 0.70839556 0.5320889 0.52541619 0.43222514 0.42653151] [ 0.60238899 0.32649314 0.5544603 0.22983365 0.4871457 ] [ 0.69829668 0.45423741 0.492044 0.65597019 0.4554278 ] [ 0.63087068 0.49398753 0.62597588 0.37764222 0.43441865] [ 0.7294023 0.42214241 0.38958746 0.25721134 0.30396113] [ 0.46196327 0.51163755 0.53555388 0.68403259 0.50903322] [ 0.2024501 0.6193078 0.42970536 0.57155369 0.5841634 ] [ 0.56651723 0.53363297 0.44653089 0.26997053 0.40601341] [ 0.58134088 0.48760741 0.46979264 0.67066777 0.32005342] [ 0.7330339 0.4925661 0.51163773 0.40182376 0.38631705] [ 0.55122814 0.59136848 0.3743848 0.34984018 0.40271978] [ 0.69273003 0.49624739 0.48278271 0.35792283 0.36334045] [ 0.50461034 0.57222064 0.44562569 0.58495921 0.65566099] [ 0.2379394 0.56553285 0.54586134 0.6997765 0.59898242] [ 0.59490127 0.55777114 0.56715673 0.40349418 0.42329095] [ 0.76291257 0.46679863 0.5765749 0.32061961 0.46331059] [ 0.66974269 0.60488412 0.39843116 0.50608484 0.43374906] [ 0.70618914 0.44113935 0.43464978 0.33499195 0.44881848] [ 0.35367715 0.67459418 0.30184838 0.66458652 0.5080269 ] [ 0.26417692 0.53286995 0.44309334 0.76219888 0.6711143 ] [ 0.12395483 0.70538693 0.32537355 0.8328125 0.6135663 ] [ 0.29672826 0.62735123 0.51546261 0.82568974 0.5397549 ] [ 0.66092813 0.59907224 0.47956849 0.43272159 0.6146859 ] [ 0.4795161 0.44307782 0.48972739 0.72861608 0.47852966] [ 0.70140327 0.52829319 0.39225584 0.45788239 0.44837676] [ 0.53521594 0.5559316 0.3971778 0.42474066 0.38502172] [ 0.62538925 0.68303225 0.3360755 0.68145158 0.38613409] [ 0.69762485 0.41155985 0.60624011 0.44618513 0.40093749] [ 0.58492858 0.38886876 0.54413812 0.43148521 0.39576129] [ 0.33315786 0.58721147 0.44512673 0.82840786 0.54389557] [ 0.55427607 0.39416158 0.63040882 0.30294849 0.45800371] [ 0.82132762 0.5060988 0.45918932 0.47561453 0.3958887 ] [ 0.54395748 0.43669653 0.58420177 0.594002 0.46223927] [ 0.54503608 0.50868463 0.54665249 0.71485821 0.36514645] [ 0.66107649 0.45759951 0.46511955 0.41777219 0.47114846] [ 0.1755307 0.56049934 0.3741001 0.9028698 0.46210181] [ 0.6941313 0.50343246 0.4176897 0.72451188 0.30997774] [ 0.29116621 0.58907283 0.35658674 0.7200674 0.42881787] [ 0.56480762 0.37334524 0.53355515 0.50379408 0.37368234] [ 0.86324689 0.46287061 0.45074597 0.20828668 0.40387948] [ 0.60689646 0.39244433 0.42593637 0.50357929 0.36440471] [ 0.43715723 0.47951827 0.52734145 0.80348215 0.52303479] [ 0.17701779 0.4904171 0.45929888 0.73999829 0.67361991] [ 0.44571081 0.59656603 0.33174767 0.70012394 0.33091313] [ 0.52333143 0.59658795 0.30028192 0.47289511 0.3934753 ] [ 0.80477978 0.45412665 0.49784719 0.19961343 0.29338001] [ 0.42604379 0.49751441 0.44285428 0.63959338 0.41880398] [ 0.44173479 0.67417477 0.38904839 0.7680481 0.47007078] [ 0.45684375 0.40505344 0.55196659 0.76889352 0.45564201] [ 0.34490249 0.64918717 0.38187364 0.62503978 0.55623482] Progress: 45.2% ... Training loss: 0.497 ... Validation loss: 0.810[ 0.58533326 0.55303293 0.3198347 0.51634987 0.3681131 ] [ 0.59929337 0.44082667 0.45586912 0.3389567 0.46833606] [ 0.61109359 0.37628896 0.43790944 0.35621319 0.39548752] [ 0.24723151 0.52782518 0.60122419 0.84138211 0.66212711] [ 0.44766086 0.62243922 0.49134447 0.59964182 0.5703277 ] [ 0.22982609 0.63634325 0.38486938 0.86677531 0.42284032] [ 0.38273128 0.64554909 0.45526977 0.50068678 0.62191518] [ 0.64044687 0.51484179 0.40307147 0.44333996 0.37956515] [ 0.38927282 0.57814585 0.44799797 0.79109489 0.4674088 ] [ 0.71125489 0.38355563 0.45649974 0.7214082 0.43015902] [ 0.54997225 0.47105529 0.54273272 0.51308514 0.35178466] [ 0.49552483 0.63350126 0.25937135 0.68624614 0.33846771] [ 0.49189163 0.44597572 0.44890494 0.59998135 0.54500386] [ 0.60005291 0.48861941 0.50869174 0.49639706 0.4253962 ] [ 0.2441652 0.62149734 0.39468331 0.57951052 0.53397351] [ 0.55236777 0.41892485 0.64227365 0.60182055 0.42039118] [ 0.81281726 0.41027299 0.57449786 0.19449937 0.35427055] [ 0.65586164 0.4650376 0.52162074 0.25639874 0.59113529] [ 0.5299014 0.49347977 0.57597501 0.5516744 0.46239309] [ 0.73119723 0.42846357 0.3772606 0.40786841 0.46676092] [ 0.60633857 0.40444081 0.39678885 0.40445192 0.38743573] [ 0.46420082 0.50055873 0.54509915 0.4341961 0.64103856] [ 0.24887312 0.52108864 0.54489024 0.56847421 0.56239693] [ 0.58670383 0.41359939 0.59954956 0.33128748 0.46380122] [ 0.69318693 0.50015525 0.54779829 0.2483993 0.56568121] [ 0.57738072 0.54807091 0.43106462 0.539675 0.49199317] [ 0.59514548 0.32171892 0.43622669 0.42610567 0.43986212] [ 0.66968897 0.4010845 0.50353127 0.63462358 0.29117758] [ 0.73248729 0.39988433 0.49124947 0.41998513 0.52185121] [ 0.5251857 0.58416941 0.44018758 0.43021785 0.48566763] [ 0.83512455 0.38411313 0.56457179 0.21385428 0.42248338] [ 0.70183163 0.43103501 0.46127139 0.32327905 0.37064819] [ 0.79312384 0.27257622 0.64638771 0.1606311 0.43156022] [ 0.44057334 0.6002634 0.40636566 0.63873824 0.51481695] [ 0.7916592 0.39245197 0.59375637 0.22446502 0.35980056] [ 0.48343103 0.47595845 0.49886841 0.6846064 0.41999352] [ 0.39374467 0.42642121 0.44176991 0.59525335 0.46943633] [ 0.73109733 0.48183971 0.53412916 0.2878382 0.4793417 ] [ 0.67367575 0.45071512 0.50917935 0.25341856 0.41628801] [ 0.64300111 0.62307952 0.34503264 0.60984167 0.32077933] [ 0.49706064 0.58585856 0.43116128 0.56958791 0.40135662] [ 0.46124308 0.52621139 0.55724006 0.62462348 0.42961366] [ 0.50186566 0.47264449 0.57193282 0.47012877 0.50793366] [ 0.22373828 0.58249357 0.37814073 0.90437175 0.5153635 ] [ 0.64009742 0.30661992 0.47361514 0.62600156 0.29570271] [ 0.69515871 0.47179955 0.53039366 0.21424743 0.44809565] [ 0.48034198 0.46726081 0.61654248 0.61033803 0.50247505] [ 0.78349579 0.24746243 0.58193257 0.25792716 0.41611433] [ 0.44122122 0.5745086 0.48993933 0.74749852 0.33199798] [ 0.67096469 0.52277723 0.60905865 0.60117243 0.40041813] [ 0.72270076 0.51883862 0.54829276 0.42181247 0.52033883] [ 0.81874078 0.34780112 0.5889002 0.33702482 0.3857905 ] [ 0.13163879 0.63636229 0.42894831 0.87432947 0.56189202] [ 0.62309345 0.5352342 0.43786853 0.57817924 0.36452868] [ 0.61891362 0.47200165 0.46139401 0.43113831 0.43889301] [ 0.6131213 0.45319432 0.5785179 0.58935174 0.42597716] [ 0.50202554 0.58530561 0.4366667 0.50804348 0.43296662] [ 0.41514284 0.51544458 0.34833299 0.75598557 0.30533039] [ 0.70961892 0.51271751 0.40582588 0.5128169 0.34592745] [ 0.51371538 0.51220627 0.46906821 0.37304616 0.42982566] [ 0.74731399 0.57350661 0.62046672 0.42095397 0.41760481] [ 0.3817253 0.47142096 0.39130672 0.78252143 0.39274143] [ 0.62611615 0.62675624 0.41772675 0.65663432 0.33695971] [ 0.38109247 0.52711961 0.54131896 0.56693327 0.54232085] [ 0.75196159 0.41694736 0.56536525 0.17094719 0.27112913] [ 0.56062051 0.43812955 0.52573493 0.46186852 0.34697652] [ 0.43111866 0.52281415 0.52936788 0.61648521 0.40592583] [ 0.55957505 0.420755 0.44919071 0.66929221 0.33640282] [ 0.3175915 0.56018619 0.48718387 0.73971575 0.45736252] [ 0.55079062 0.61012051 0.46797458 0.59866276 0.45977846] [ 0.41707828 0.53679575 0.50971249 0.46609093 0.43987089] [ 0.25206279 0.55717597 0.50445147 0.72654709 0.57068424] [ 0.33151905 0.56353069 0.4744073 0.80467843 0.50179305] [ 0.48593792 0.56243993 0.3671527 0.46722914 0.37603878] [ 0.50995218 0.54143672 0.55625752 0.71457167 0.52149531] [ 0.28148146 0.63219966 0.51409727 0.73897271 0.53640101] [ 0.60161733 0.462197 0.60080571 0.49855595 0.41747218] [ 0.2995096 0.52309329 0.50108931 0.58907566 0.57146684] [ 0.26507049 0.47676407 0.52209476 0.71838288 0.54488572] [ 0.6346148 0.4092039 0.51591358 0.56695193 0.36601457] [ 0.79691941 0.45618251 0.62360215 0.34507108 0.33105957] [ 0.2915737 0.7075614 0.33061333 0.8625218 0.46329609] [ 0.70515271 0.36785402 0.62303671 0.38079651 0.40187768] [ 0.66366413 0.54652914 0.34536856 0.40278588 0.4343419 ] [ 0.64538875 0.4425937 0.54231752 0.49369731 0.53287049] [ 0.69644548 0.41426955 0.67654585 0.3252692 0.48808282] [ 0.7735494 0.44381216 0.51281826 0.24876024 0.27675974] [ 0.40292021 0.5960581 0.38881905 0.77915029 0.37981937] [ 0.81398107 0.34781639 0.58040341 0.30856265 0.39132966] [ 0.70566743 0.53400138 0.40823131 0.4309328 0.34061874] [ 0.30429873 0.6258163 0.29823014 0.80512079 0.46614367] [ 0.70407792 0.34347122 0.53685397 0.50469424 0.32703182] [ 0.77003988 0.35217086 0.37766698 0.55023443 0.36403422] [ 0.43970073 0.66494622 0.37806724 0.51029806 0.36660497] [ 0.19364971 0.51850711 0.39910374 0.83955228 0.48258076] [ 0.39215674 0.52926436 0.48424746 0.58925091 0.40913685] [ 0.60779613 0.55431993 0.41908185 0.37721407 0.40830992] [ 0.42273679 0.59798234 0.38445237 0.71816444 0.51174423] [ 0.86295047 0.45427979 0.54033737 0.36206086 0.35833341] [ 0.65804453 0.51807798 0.45115676 0.45225552 0.47718067] [ 0.26823751 0.54830356 0.44878837 0.73773475 0.44786772] [ 0.67939878 0.49962016 0.49257201 0.34911984 0.43293012] [ 0.55795468 0.66596053 0.61999569 0.5521251 0.51471804] [ 0.37918049 0.48661497 0.40765004 0.71010221 0.45809376] [ 0.69167911 0.44225281 0.43818063 0.3846594 0.35302008] [ 0.2906552 0.50436821 0.54684012 0.64160336 0.51029399] [ 0.67401699 0.45545532 0.55219953 0.40345246 0.34703398] [ 0.33823803 0.52762074 0.57176647 0.76004694 0.61632689] [ 0.74751428 0.35819788 0.46336854 0.21814064 0.37787207] [ 0.630415 0.49128404 0.4518564 0.55453954 0.47668855] [ 0.7941122 0.33276742 0.63852505 0.2051477 0.44314807] [ 0.55861776 0.59990457 0.42312968 0.4983175 0.60853518] [ 0.63425985 0.36293206 0.56677271 0.66535924 0.44347251] [ 0.63295619 0.34804127 0.52373437 0.50066563 0.3993691 ] [ 0.84210694 0.50966205 0.50223043 0.30669151 0.41677075] [ 0.5654452 0.35318362 0.44128866 0.50879541 0.44940767] [ 0.69439303 0.37982462 0.57624457 0.35182534 0.47963627] [ 0.45523964 0.48967988 0.38222626 0.81237574 0.51490828] [ 0.33559604 0.42940549 0.48190081 0.85640436 0.6281608 ] [ 0.49741281 0.63594272 0.52336207 0.52009227 0.46865105] [ 0.38177049 0.5759574 0.4686745 0.65845019 0.54451866] [ 0.19321332 0.60779681 0.44232674 0.81907148 0.48982396] [ 0.52096238 0.54400513 0.48307322 0.43842637 0.68578042] [ 0.33121306 0.56026826 0.53297385 0.72443951 0.54831612] [ 0.72786175 0.53335815 0.38861735 0.49729499 0.34345199] [ 0.46625727 0.44519464 0.70607614 0.57565341 0.58351573] [ 0.7121475 0.43322417 0.51551446 0.65990114 0.40673735] [ 0.36825709 0.49003898 0.43075706 0.84221251 0.45449978] Progress: 45.3% ... Training loss: 0.496 ... Validation loss: 0.810[ 0.68313495 0.51286028 0.4200204 0.40172383 0.41150001] [ 0.5707403 0.48363595 0.43949251 0.50537466 0.57858953] [ 0.75140375 0.46753988 0.51046241 0.41159363 0.4372224 ] [ 0.31525779 0.64099493 0.41458454 0.67669054 0.51801916] [ 0.60505222 0.44788064 0.53975543 0.31702301 0.46061364] [ 0.1693442 0.65412684 0.41437662 0.66040886 0.71433506] [ 0.4470825 0.50086503 0.55826018 0.2147504 0.47503734] [ 0.78447344 0.49040077 0.46858544 0.3637306 0.4284563 ] [ 0.70545896 0.54735752 0.42814604 0.3428095 0.43718884] [ 0.8634879 0.53030286 0.52945907 0.27250875 0.41853542] [ 0.76587251 0.50858165 0.43306138 0.31503539 0.40421534] [ 0.59831004 0.57195665 0.40656401 0.41544623 0.40805488] [ 0.46572812 0.52957266 0.55005864 0.52499974 0.44531329] [ 0.34803843 0.61575165 0.53312597 0.52500638 0.54064727] [ 0.69788999 0.50850111 0.57967116 0.23775881 0.51532766] [ 0.71596945 0.42064532 0.65579424 0.25742488 0.49069518] [ 0.80281757 0.51421354 0.30801877 0.32202933 0.34208092] [ 0.60878913 0.55862037 0.35125178 0.41661446 0.43803929] [ 0.50129956 0.47244797 0.51810427 0.50132584 0.51568153] [ 0.28680176 0.50145875 0.58439887 0.54763454 0.57724067] [ 0.62938095 0.59278416 0.49831292 0.39811111 0.42891381] [ 0.24410173 0.70925249 0.27932579 0.84201278 0.62289643] [ 0.15125777 0.71200988 0.37896392 0.83008699 0.46896719] [ 0.41224972 0.61784735 0.36797247 0.88558535 0.46763504] [ 0.41292233 0.55864715 0.40745578 0.76828112 0.47522447] [ 0.60975943 0.37477208 0.64824301 0.64884659 0.47835619] [ 0.20967459 0.48663336 0.41048271 0.86043834 0.52059784] [ 0.26873305 0.63512532 0.43599529 0.68880232 0.42242157] [ 0.0793968 0.64331356 0.49921138 0.85672355 0.58519897] [ 0.85974093 0.33867538 0.70540792 0.14270755 0.33819932] [ 0.27442773 0.64873743 0.38754135 0.7289116 0.42155339] [ 0.75659259 0.37800518 0.60625676 0.32036502 0.433397 ] [ 0.78817828 0.42967008 0.59104494 0.28502537 0.45471352] [ 0.82331693 0.3833559 0.50724791 0.21976925 0.40372763] [ 0.65126692 0.49470124 0.57975931 0.73800787 0.43394734] [ 0.4421242 0.52985762 0.45908774 0.58115603 0.49577415] [ 0.63834222 0.4549456 0.50894787 0.62957472 0.40483913] [ 0.51436121 0.67906036 0.34402255 0.51331072 0.35840004] [ 0.32498993 0.68544236 0.51465024 0.80343215 0.57757323] [ 0.7747271 0.30872202 0.55387734 0.47881093 0.37893545] [ 0.34365266 0.50788538 0.49457949 0.64794438 0.67189869] [ 0.81083851 0.33804954 0.53940786 0.24133058 0.43090175] [ 0.7267307 0.47296348 0.59230196 0.33554849 0.52781679] [ 0.45405028 0.60353153 0.43298499 0.50837084 0.64172072] [ 0.45449711 0.57469758 0.49253051 0.54427076 0.49617175] [ 0.70619889 0.35232077 0.49984276 0.36572974 0.40058608] [ 0.83724569 0.48659622 0.49744021 0.27917708 0.41526578] [ 0.55317402 0.59994173 0.38274243 0.53299744 0.53377911] [ 0.56094306 0.6267309 0.33151812 0.53027391 0.44630987] [ 0.37179552 0.52102608 0.62055435 0.74461225 0.58315737] [ 0.40886503 0.63350612 0.4128713 0.62638646 0.42112768] [ 0.41395023 0.48930392 0.48949075 0.75511111 0.438986 ] [ 0.39113779 0.63430467 0.44965217 0.43711559 0.4027466 ] [ 0.31275126 0.5641864 0.53253447 0.78320567 0.47156392] [ 0.40266452 0.56739207 0.40270728 0.59397211 0.44016834] [ 0.59323993 0.5871026 0.52899292 0.52304213 0.3885362 ] [ 0.47814688 0.45311367 0.68585844 0.6048382 0.35424911] [ 0.27361211 0.56536625 0.48954611 0.77727264 0.55295143] [ 0.28342952 0.62319965 0.37840644 0.76347323 0.47685368] [ 0.37082476 0.48740929 0.68931449 0.73842608 0.53748869] [ 0.59793612 0.57648803 0.55019339 0.41389623 0.42827328] [ 0.47159628 0.70878885 0.25600928 0.67334148 0.42069631] [ 0.64793867 0.45860813 0.41419248 0.29919822 0.33371999] [ 0.44431344 0.61302602 0.42839145 0.77338963 0.59327061] [ 0.65965861 0.52090147 0.43977901 0.40673992 0.33993275] [ 0.73339119 0.57676632 0.40087744 0.47712404 0.42720035] [ 0.37178905 0.6887828 0.4115395 0.65622675 0.53319315] [ 0.73829328 0.3602875 0.47114818 0.38235083 0.48950111] [ 0.34420997 0.47641135 0.43368833 0.76372647 0.64145514] [ 0.47296345 0.45490844 0.67508593 0.54827315 0.44908675] [ 0.68137835 0.39546174 0.45895883 0.37770115 0.46030359] [ 0.71596945 0.42064532 0.65579424 0.25742488 0.49069518] [ 0.25926099 0.5031294 0.5642416 0.71123908 0.5541067 ] [ 0.86157012 0.26167738 0.53375232 0.22344241 0.45616699] [ 0.55596123 0.30276143 0.47940518 0.66359277 0.33478282] [ 0.31751364 0.65730472 0.42014583 0.73754616 0.37568469] [ 0.59276392 0.60574599 0.47836887 0.55025999 0.42917806] [ 0.40635786 0.50022451 0.44041421 0.60504934 0.56589374] [ 0.81736404 0.31730123 0.47807223 0.29429864 0.48959817] [ 0.60054981 0.50941895 0.52943348 0.26767195 0.49678896] [ 0.24445051 0.49671267 0.45176124 0.72768304 0.47595644] [ 0.47396441 0.52083717 0.46441064 0.60104129 0.42509058] [ 0.77173114 0.54691336 0.5076082 0.40797599 0.47230726] [ 0.8634879 0.53030286 0.52945907 0.27250875 0.41853542] [ 0.80634208 0.45369973 0.60675909 0.40351545 0.40882601] [ 0.24217381 0.51034943 0.49241084 0.53448718 0.54244771] [ 0.25197708 0.52494128 0.33327257 0.83481796 0.62411525] [ 0.82841422 0.40306189 0.46998948 0.17865448 0.28441197] [ 0.6755066 0.61160417 0.47401821 0.51452979 0.46378213] [ 0.49866075 0.4955725 0.46974879 0.73441133 0.54307269] [ 0.68632624 0.34483918 0.69722518 0.59660417 0.3960117 ] [ 0.6493059 0.61166149 0.49195515 0.50133104 0.52898176] [ 0.46756873 0.41924194 0.55856492 0.48309273 0.45839905] [ 0.71728044 0.46958778 0.52319869 0.28141258 0.31624156] [ 0.66654071 0.62679263 0.43052232 0.56693318 0.55148747] [ 0.54163746 0.59149676 0.38157576 0.62971146 0.44334415] [ 0.74762141 0.48521224 0.4452134 0.35360821 0.3697791 ] [ 0.50402471 0.51815886 0.60616378 0.7099164 0.59064337] [ 0.4994149 0.44993869 0.58563003 0.71907564 0.38164882] [ 0.49664839 0.45115535 0.47294982 0.32910359 0.53315777] [ 0.61044688 0.60801532 0.37667235 0.36378006 0.32382598] [ 0.80510886 0.47867204 0.36826451 0.27511372 0.38862973] [ 0.12832234 0.61408626 0.47768725 0.82908482 0.56186258] [ 0.43242098 0.55894372 0.45505231 0.68200932 0.4650971 ] [ 0.58889929 0.39492419 0.51988609 0.67606336 0.42443268] [ 0.37632519 0.57193564 0.31965746 0.55610623 0.48832444] [ 0.76623376 0.34231555 0.48487415 0.67922433 0.39873366] [ 0.62099238 0.52905461 0.49441167 0.4374727 0.61695839] [ 0.61074751 0.59354679 0.58889363 0.53615507 0.47903812] [ 0.08484577 0.63925552 0.45806356 0.9095365 0.56292993] [ 0.54739614 0.56525638 0.5835785 0.72608993 0.53269077] [ 0.56589104 0.50686639 0.57582452 0.59990085 0.48546858] [ 0.43163524 0.60481967 0.47681156 0.64931948 0.50375602] [ 0.83999148 0.61205968 0.45748765 0.23733636 0.42296299] [ 0.36678125 0.7062701 0.45654469 0.79821996 0.61238987] [ 0.51295751 0.42704571 0.590246 0.69327403 0.4703808 ] [ 0.38313213 0.51605677 0.43102866 0.59815305 0.58979196] [ 0.50304902 0.45003667 0.60821797 0.44456648 0.48891734] [ 0.62021512 0.42525861 0.5302436 0.34011262 0.44713732] [ 0.4571828 0.52300077 0.4344772 0.42392454 0.53479668] [ 0.64400036 0.51106114 0.49875525 0.33724526 0.51554999] [ 0.6534128 0.3702143 0.66411631 0.41434043 0.45641224] [ 0.6501315 0.42095966 0.53802577 0.67189441 0.40947834] [ 0.71887745 0.48680823 0.61373245 0.58373282 0.37895804] [ 0.40435571 0.5952439 0.41169725 0.67651906 0.34985221] [ 0.5435619 0.46599484 0.63448802 0.66539137 0.47457183] [ 0.5000141 0.66545067 0.46631931 0.45799435 0.47510855] [ 0.65652177 0.54881691 0.40918411 0.44568223 0.44470382] Progress: 45.4% ... Training loss: 0.496 ... Validation loss: 0.811[ 0.38587795 0.46084375 0.40124576 0.66335477 0.36839125] [ 0.72499951 0.36418912 0.63538627 0.5643982 0.41258796] [ 0.63642724 0.40057495 0.59420876 0.52461441 0.46764764] [ 0.29267885 0.45459977 0.55371326 0.59603616 0.67323688] [ 0.44987232 0.43283896 0.3871282 0.62350705 0.60477725] [ 0.36267106 0.61236903 0.50094145 0.52386271 0.392409 ] [ 0.67885728 0.4824818 0.40168842 0.45158531 0.49402872] [ 0.55248752 0.39489058 0.63011664 0.30391157 0.45822803] [ 0.81507623 0.367634 0.59635472 0.35609155 0.35313288] [ 0.22932517 0.46650426 0.39888813 0.860673 0.58128483] [ 0.67113179 0.59842115 0.3734067 0.5261051 0.26128183] [ 0.24990746 0.62039486 0.32697904 0.57107595 0.50483402] [ 0.30773558 0.45146036 0.40276038 0.79503522 0.49750402] [ 0.68028227 0.59005645 0.42703701 0.48202238 0.44843178] [ 0.73969627 0.6175518 0.34484893 0.46066786 0.34064475] [ 0.42392716 0.56956615 0.39663316 0.73262483 0.57243718] [ 0.37757851 0.59357345 0.38729109 0.76415219 0.51700382] [ 0.60786382 0.49493284 0.53268552 0.29562183 0.54171932] [ 0.19853208 0.55612055 0.40095103 0.90524875 0.5240288 ] [ 0.43210004 0.59666537 0.53166971 0.5542466 0.52006784] [ 0.40255578 0.50582057 0.46361219 0.56532515 0.45570623] [ 0.70972613 0.37939973 0.50216523 0.37368917 0.37052536] [ 0.53115778 0.65680471 0.45163074 0.62400297 0.35677642] [ 0.62803494 0.56108622 0.40692044 0.52804275 0.47173436] [ 0.27873089 0.53596094 0.47003004 0.66018327 0.6048536 ] [ 0.53699358 0.50026304 0.40962663 0.77759469 0.27873703] [ 0.26328667 0.64055405 0.4989708 0.74608128 0.63852857] [ 0.70036835 0.40030093 0.55638683 0.25372724 0.37725528] [ 0.76195676 0.4334507 0.36353766 0.19738433 0.31676652] [ 0.23105425 0.57523447 0.46409331 0.81973319 0.68414719] [ 0.35618159 0.52985326 0.49819302 0.75299968 0.53469388] [ 0.31083501 0.44680856 0.56071332 0.49207636 0.69456951] [ 0.47799575 0.53748387 0.56374922 0.43641359 0.53918796] [ 0.62666134 0.3900339 0.60822259 0.59312727 0.44283757] [ 0.73680448 0.46733738 0.53285206 0.20484727 0.47060206] [ 0.45502548 0.64046841 0.45797214 0.77209374 0.42116916] [ 0.7763408 0.52113732 0.50852613 0.23128766 0.35975518] [ 0.54088191 0.54380668 0.42120524 0.55287545 0.47837846] [ 0.6080399 0.32927389 0.46930099 0.61384669 0.38356985] [ 0.24711512 0.58870303 0.38842186 0.84288468 0.50073152] [ 0.71399642 0.49268979 0.52220131 0.46003539 0.35911021] [ 0.77745617 0.32703968 0.65373268 0.20542616 0.36105217] [ 0.76698298 0.37170569 0.54636515 0.25101834 0.49173712] [ 0.41254117 0.44491902 0.66427493 0.65716485 0.49744371] [ 0.27214531 0.70205469 0.42743139 0.73668782 0.46067 ] [ 0.52538869 0.46513641 0.42616239 0.40410637 0.50416213] [ 0.42050979 0.44142465 0.60244677 0.67389487 0.57558196] [ 0.65822372 0.51128096 0.31173504 0.51326637 0.43644378] [ 0.86310673 0.34822455 0.61451206 0.20118192 0.43442825] [ 0.70746406 0.51829442 0.4970273 0.39527516 0.38355347] [ 0.57913753 0.46110691 0.45924543 0.63843397 0.36085004] [ 0.60458876 0.47450534 0.47084349 0.55645682 0.53426713] [ 0.14329373 0.71270413 0.36368164 0.89838525 0.64533075] [ 0.71705314 0.5546905 0.23236222 0.55006642 0.37287722] [ 0.48612936 0.46459055 0.57029996 0.71512173 0.4577893 ] [ 0.73106425 0.59321173 0.43144461 0.50707264 0.42232948] [ 0.64298861 0.52796317 0.46939747 0.47997616 0.55760861] [ 0.49685512 0.50780537 0.4205225 0.41048849 0.53013785] [ 0.36033092 0.58759089 0.4701342 0.47580508 0.51449487] [ 0.41220315 0.59211069 0.38504992 0.57545118 0.37316944] [ 0.76433532 0.42297343 0.42380821 0.19041059 0.3120342 ] [ 0.39182644 0.57317042 0.42840861 0.69011353 0.38007552] [ 0.56573512 0.49603995 0.51256153 0.44447746 0.33951099] [ 0.62806818 0.44744457 0.53163223 0.37077918 0.30248541] [ 0.7675789 0.33461662 0.40278919 0.32233302 0.44994243] [ 0.80115228 0.50429603 0.34610049 0.45628528 0.26030868] [ 0.77937436 0.38585481 0.60173432 0.23604733 0.47136909] [ 0.39403852 0.54078077 0.60593487 0.74797724 0.60930221] [ 0.75889847 0.59208914 0.23489033 0.5229543 0.23233141] [ 0.66093607 0.41502339 0.72406892 0.61783196 0.4021468 ] [ 0.66681677 0.51461615 0.49102976 0.29886552 0.37736077] [ 0.61240946 0.51085759 0.39222439 0.47571025 0.41406433] [ 0.72497846 0.38502853 0.57242679 0.45669498 0.35907761] [ 0.73789512 0.34586536 0.56644116 0.51002659 0.387923 ] [ 0.84416867 0.33475521 0.45119833 0.26403747 0.41576689] [ 0.44154221 0.43830847 0.5871826 0.73099902 0.36723441] [ 0.79862738 0.54699732 0.47703115 0.41091833 0.33154496] [ 0.80594541 0.43558487 0.39801597 0.39231037 0.53949635] [ 0.41774478 0.45425923 0.48235081 0.65195158 0.44965326] [ 0.71438125 0.45838495 0.43645384 0.40201148 0.35118518] [ 0.60057044 0.51946564 0.46456509 0.51874739 0.53641257] [ 0.38577536 0.47582558 0.55413182 0.57167127 0.4287035 ] [ 0.46447967 0.5617706 0.52040394 0.47895433 0.35937683] [ 0.46568363 0.60140395 0.33465877 0.53761208 0.44291803] [ 0.5467078 0.50836503 0.54676404 0.7141403 0.36506362] [ 0.19345194 0.64822805 0.37637192 0.89852042 0.48862671] [ 0.65455548 0.4900536 0.43290256 0.35139685 0.31830069] [ 0.73465105 0.40891703 0.42013242 0.24385952 0.40054411] [ 0.40407564 0.59399187 0.51079965 0.58609577 0.43865958] [ 0.57594439 0.49192692 0.40436896 0.56675866 0.40950781] [ 0.52161795 0.53075388 0.26046681 0.70841706 0.38969614] [ 0.58520287 0.38903925 0.54405328 0.43137702 0.39583462] [ 0.86840055 0.37560589 0.49289174 0.19075584 0.38634971] [ 0.80845401 0.39268635 0.50407661 0.22126463 0.4233458 ] [ 0.37214747 0.374641 0.57221608 0.77115097 0.40434514] [ 0.37065868 0.48408226 0.41943347 0.66605275 0.40221284] [ 0.53939212 0.45949314 0.50147693 0.24692926 0.49012282] [ 0.75831503 0.34755111 0.59417926 0.2615598 0.4341477 ] [ 0.75306508 0.53204798 0.56920639 0.46043846 0.41981379] [ 0.76416647 0.56382972 0.36190745 0.66755399 0.4376494 ] [ 0.31746679 0.65327144 0.46751697 0.56495112 0.60986758] [ 0.52172076 0.44599491 0.54163347 0.57772123 0.41198476] [ 0.41716927 0.59110767 0.40587312 0.4732972 0.40563477] [ 0.47458448 0.52075035 0.46443392 0.60092051 0.42504527] [ 0.6849551 0.50241036 0.60661861 0.31915473 0.46775251] [ 0.60753335 0.50175335 0.33580167 0.41988411 0.42440127] [ 0.23341655 0.56346698 0.37214765 0.86735662 0.53063855] [ 0.77671388 0.4453652 0.35635599 0.21442482 0.32564916] [ 0.2414467 0.71723265 0.31249877 0.78364612 0.52437462] [ 0.79403692 0.39481431 0.46716646 0.38101252 0.42676114] [ 0.61875865 0.62469386 0.44304999 0.58775515 0.39810836] [ 0.57452264 0.51410428 0.46644871 0.68916256 0.47860882] [ 0.3962188 0.56246963 0.52244483 0.82239521 0.55434522] [ 0.71423783 0.29473846 0.53914227 0.47416834 0.40158449] [ 0.69356375 0.65015122 0.43331619 0.44189075 0.4628253 ] [ 0.5806528 0.5012242 0.58441481 0.32430339 0.5771635 ] [ 0.67431543 0.4734979 0.5329291 0.5017933 0.43822547] [ 0.76274701 0.38806056 0.43263928 0.23214259 0.38526822] [ 0.53797755 0.56344016 0.5094771 0.48321376 0.44290961] [ 0.56944073 0.44142737 0.49567714 0.50080195 0.45902501] [ 0.21034575 0.73615853 0.4164994 0.78351976 0.60500633] [ 0.44784727 0.4868919 0.43005663 0.42274631 0.44474972] [ 0.85443693 0.3729386 0.4872441 0.29194014 0.38476252] [ 0.69951116 0.28182225 0.59665874 0.43426146 0.45394255] [ 0.51509329 0.59653041 0.55157184 0.55691413 0.4732032 ] [ 0.20372295 0.73501055 0.30043296 0.82335402 0.51844658] [ 0.49637846 0.49569017 0.53135844 0.7598713 0.30775525] [ 0.25380929 0.69639639 0.34326318 0.8128148 0.58314554] Progress: 45.4% ... Training loss: 0.495 ... Validation loss: 0.812[ 0.55327347 0.37682129 0.46734761 0.47596638 0.47403979] [ 0.7499723 0.40006819 0.65341829 0.33048946 0.35756074] [ 0.31655437 0.58607105 0.33456946 0.74669706 0.60459691] [ 0.25146022 0.56690368 0.35684865 0.70730617 0.45761476] [ 0.19810415 0.64562029 0.4293288 0.86848797 0.38212265] [ 0.28223682 0.5585977 0.35947501 0.79014458 0.50296056] [ 0.23339808 0.69362865 0.47026581 0.76808411 0.53185759] [ 0.46671215 0.52923512 0.55020259 0.52453858 0.44517451] [ 0.55253096 0.5093809 0.48601788 0.5341232 0.35549167] [ 0.26526656 0.49375715 0.30016701 0.88423981 0.4515163 ] [ 0.75074569 0.51095148 0.46218515 0.48867176 0.41711536] [ 0.22944237 0.55280475 0.50158946 0.74017733 0.69062842] [ 0.63784547 0.43906574 0.56839896 0.57478024 0.43123334] [ 0.46347434 0.50926557 0.48973299 0.70087454 0.53908395] [ 0.54110303 0.38694683 0.5362969 0.3647799 0.44997452] [ 0.57745033 0.59300157 0.52983434 0.38806463 0.53046468] [ 0.80296295 0.47139408 0.57143873 0.27588544 0.48475462] [ 0.53114719 0.56313317 0.34092158 0.46108904 0.45482432] [ 0.2945552 0.48687424 0.42215124 0.5816107 0.60727021] [ 0.60591887 0.5189243 0.49400799 0.43795877 0.55607018] [ 0.7292107 0.53209031 0.52729552 0.29152006 0.35325616] [ 0.5980924 0.4417984 0.43771854 0.57189574 0.34019665] [ 0.22516292 0.62705409 0.35128246 0.63839346 0.48057745] [ 0.67522569 0.33881898 0.46438698 0.62336906 0.44231807] [ 0.34403681 0.68128851 0.29031062 0.60614124 0.38131549] [ 0.69273483 0.38441396 0.48557153 0.33017228 0.41957838] [ 0.65470692 0.54908032 0.36174728 0.4994785 0.30460126] [ 0.25790548 0.44128975 0.49162586 0.91944586 0.63083701] [ 0.34728801 0.53407972 0.55728817 0.7072493 0.5068358 ] [ 0.66042733 0.48644125 0.68306434 0.49119913 0.43086598] [ 0.65643919 0.39398895 0.68748462 0.50490244 0.43040612] [ 0.69813477 0.64812532 0.39000254 0.34025658 0.37947784] [ 0.59295915 0.46859462 0.52007668 0.4235399 0.50639976] [ 0.69625424 0.56018922 0.50815091 0.43053973 0.35936573] [ 0.66076372 0.50288655 0.42674497 0.34889256 0.42105484] [ 0.23086605 0.62658584 0.45592507 0.86575045 0.45862238] [ 0.84934443 0.44302149 0.51529809 0.23662959 0.45859405] [ 0.47779766 0.56004552 0.40671875 0.62123363 0.55738233] [ 0.51231755 0.57285708 0.49959646 0.63720744 0.55571947] [ 0.83125967 0.39201949 0.47862803 0.23496611 0.29010264] [ 0.41533903 0.70997691 0.40459343 0.7081777 0.4224452 ] [ 0.37705865 0.52080659 0.54234065 0.52957981 0.52933807] [ 0.53649556 0.59717762 0.4515448 0.57550196 0.50739477] [ 0.59491789 0.42654211 0.41141381 0.4981571 0.32699228] [ 0.54637969 0.56687612 0.41657627 0.44751357 0.46514438] [ 0.82961818 0.30188846 0.5580319 0.17562919 0.39330262] [ 0.7010649 0.55068682 0.42028688 0.52197952 0.367036 ] [ 0.17402405 0.56484895 0.46582984 0.83109404 0.64955862] [ 0.36854896 0.61067287 0.36844739 0.80634641 0.57348189] [ 0.32367632 0.69497647 0.33724611 0.71492882 0.51949137] [ 0.23831803 0.68564478 0.41288323 0.55639765 0.58361249] [ 0.48578617 0.61863759 0.41178577 0.52965016 0.42622457] [ 0.56953749 0.30985377 0.62048693 0.51030684 0.4934354 ] [ 0.19091769 0.57064529 0.42391373 0.76614927 0.56442078] [ 0.40239877 0.55702571 0.4348949 0.76108799 0.32489842] [ 0.37433953 0.43241652 0.55147952 0.66196138 0.60405555] [ 0.73671159 0.47607052 0.4599503 0.66127129 0.41471064] [ 0.48061535 0.56957315 0.43646979 0.54327686 0.46403479] [ 0.48806008 0.52924894 0.52277156 0.64092238 0.41537185] [ 0.46207882 0.48194155 0.48670037 0.69296014 0.32722102] [ 0.65196934 0.48405937 0.60235731 0.54866763 0.4003592 ] [ 0.62254734 0.41230804 0.43884488 0.63697928 0.30904777] [ 0.80259953 0.49533487 0.42213581 0.32539531 0.28379719] [ 0.73598203 0.38186563 0.56440665 0.24491729 0.34809243] [ 0.60549884 0.49521137 0.38724751 0.5640525 0.33821382] [ 0.71573605 0.32326754 0.70171378 0.42418336 0.40878013] [ 0.44275694 0.51541652 0.49810555 0.77669017 0.59897595] [ 0.72262359 0.40086569 0.49213957 0.28711332 0.43872898] [ 0.65661044 0.37577397 0.60775736 0.44218917 0.50875123] [ 0.66790688 0.44512009 0.48938084 0.30111703 0.42760507] [ 0.68488606 0.33619267 0.65746295 0.47196994 0.44309179] [ 0.66938719 0.50262032 0.51057466 0.38849697 0.42909956] [ 0.16341744 0.61357622 0.35956527 0.73429407 0.48637656] [ 0.4460764 0.61350981 0.36552675 0.58710002 0.3249189 ] [ 0.93044693 0.276774 0.57321788 0.0855917 0.29906602] [ 0.69758611 0.3940009 0.38277471 0.34368152 0.36445415] [ 0.42586845 0.5544101 0.44674543 0.66537314 0.38892468] [ 0.33132729 0.59339763 0.38146131 0.82823894 0.36561661] [ 0.42212536 0.58651401 0.45042482 0.57887805 0.40185265] [ 0.71174251 0.43834314 0.39303111 0.32130943 0.34498923] [ 0.57044848 0.48107901 0.48366191 0.65835756 0.40179768] [ 0.16526776 0.59380958 0.29545877 0.75840638 0.54049568] [ 0.41602635 0.69269721 0.46981618 0.69042374 0.50269233] [ 0.34456779 0.48223597 0.49022227 0.55025035 0.59346366] [ 0.37624556 0.48656855 0.47213829 0.54717166 0.58362752] [ 0.51002373 0.50575858 0.46133603 0.48449784 0.56702999] [ 0.13085818 0.55055067 0.53417466 0.85414016 0.59635924] [ 0.49197641 0.490444 0.45023617 0.43825181 0.51504963] [ 0.5694648 0.31627841 0.44541264 0.47380442 0.48980052] [ 0.55907329 0.52423176 0.49842288 0.51088463 0.43747265] [ 0.84131652 0.41859169 0.50669342 0.24720559 0.40291666] [ 0.81351619 0.37785674 0.54923197 0.26459944 0.38444793] [ 0.55492411 0.50202274 0.5883312 0.65213306 0.37864503] [ 0.8388973 0.45004001 0.55055863 0.24191221 0.40540722] [ 0.75191899 0.40210284 0.560952 0.27749905 0.41277945] [ 0.73341696 0.46738207 0.50452524 0.24417978 0.3735693 ] [ 0.71365124 0.43442081 0.58820399 0.42690891 0.3783011 ] [ 0.51406488 0.54244699 0.42404676 0.44916241 0.51244334] [ 0.56129237 0.64359513 0.40973889 0.72841655 0.51699496] [ 0.37209647 0.6923514 0.29453601 0.59143279 0.48492443] [ 0.62509432 0.46515997 0.6425955 0.46812947 0.3503154 ] [ 0.74541135 0.4118973 0.51390579 0.3358203 0.4779731 ] [ 0.82533435 0.40459841 0.62288052 0.24579113 0.4494349 ] [ 0.45254695 0.53773734 0.52939155 0.75791201 0.45871126] [ 0.65549466 0.53513505 0.28817462 0.43039125 0.33260043] [ 0.57170727 0.49434685 0.455535 0.36624868 0.41780455] [ 0.54175612 0.56801976 0.29351469 0.44959307 0.36801428] [ 0.70290204 0.62198688 0.40048827 0.55157773 0.4652803 ] [ 0.32095439 0.58429284 0.35196315 0.85941293 0.47219137] [ 0.65301553 0.51993392 0.36671677 0.53943943 0.36800038] [ 0.43428886 0.44061711 0.36004432 0.60832543 0.41809058] [ 0.34951127 0.51291827 0.44785201 0.67682239 0.39358219] [ 0.69105494 0.43489161 0.5748629 0.48410418 0.4716902 ] [ 0.64929484 0.59252235 0.49053876 0.51419004 0.29633301] [ 0.52224242 0.44799011 0.51882605 0.72374097 0.37256423] [ 0.53339279 0.48524676 0.5658812 0.58346293 0.4465072 ] [ 0.46479213 0.57658688 0.4570482 0.46668245 0.41111584] [ 0.30434762 0.459504 0.39673972 0.78747276 0.47927208] [ 0.8400667 0.3397519 0.51703823 0.25858381 0.41101318] [ 0.42576523 0.61956238 0.46506401 0.66685593 0.63328923] [ 0.34880612 0.62172651 0.53975322 0.67922007 0.54048217] [ 0.6213892 0.41686153 0.61873389 0.7048587 0.46110942] [ 0.64683793 0.53861807 0.56254779 0.66827875 0.44879164] [ 0.51576242 0.52630426 0.56566943 0.6532125 0.41226562] [ 0.32923837 0.69374251 0.42106469 0.66895639 0.54697545] [ 0.45137398 0.54577977 0.41443351 0.42211925 0.46084565] [ 0.25353086 0.47862004 0.41451889 0.79807086 0.55819171] [ 0.30122888 0.42848606 0.45386307 0.76496983 0.46369726] Progress: 45.5% ... Training loss: 0.495 ... Validation loss: 0.812[ 0.38493317 0.64949784 0.47351946 0.71428675 0.53499661] [ 0.89365846 0.3059146 0.59960455 0.22076415 0.38150852] [ 0.63025142 0.61109736 0.31501756 0.55854712 0.35970728] [ 0.69672916 0.4209318 0.59740149 0.58049443 0.40899443] [ 0.43473915 0.5978022 0.46926753 0.89291347 0.5339414 ] [ 0.45052487 0.5803491 0.41987429 0.52308356 0.34655117] [ 0.76795723 0.36910284 0.43328863 0.13545871 0.32919937] [ 0.70360834 0.3930714 0.52334027 0.55154022 0.38642627] [ 0.7061071 0.43222608 0.58046364 0.32991062 0.51302398] [ 0.34478083 0.63662231 0.31973671 0.78727693 0.502561 ] [ 0.69908754 0.53754492 0.59883623 0.45761589 0.42963016] [ 0.32843163 0.55381791 0.58241645 0.72061926 0.57326791] [ 0.47219416 0.43597902 0.48534785 0.71334354 0.3446216 ] [ 0.70447099 0.45061062 0.48450453 0.35464891 0.47278813] [ 0.26559277 0.49386026 0.30011431 0.88412615 0.45156728] [ 0.29922229 0.60785325 0.37156729 0.59505203 0.48497138] [ 0.36189152 0.69014386 0.42376381 0.71054439 0.54886147] [ 0.72891338 0.44517493 0.42510513 0.33232179 0.42061523] [ 0.27266988 0.55917662 0.60116799 0.66084047 0.54749243] [ 0.43134126 0.59709268 0.53149396 0.55465989 0.52021183] [ 0.22443225 0.58249595 0.50815586 0.71423224 0.58897599] [ 0.6891724 0.43534706 0.59856548 0.2655953 0.37443873] [ 0.84490818 0.50404716 0.3371479 0.36665974 0.31416545] [ 0.65678896 0.44516562 0.57775263 0.66249803 0.41677069] [ 0.48627049 0.56843583 0.52239288 0.40741498 0.49417724] [ 0.74711955 0.55760864 0.43721607 0.3542595 0.40397043] [ 0.45714031 0.5172777 0.42582755 0.6305725 0.63147694] [ 0.3836573 0.52088676 0.41054057 0.73559598 0.38117406] [ 0.51978125 0.61445774 0.40967156 0.52672463 0.50997793] [ 0.36453328 0.58916796 0.38351581 0.72949218 0.41621614] [ 0.77380544 0.5151096 0.50850916 0.35136734 0.33144148] [ 0.75589464 0.32783109 0.58584343 0.45923645 0.38361475] [ 0.36697722 0.70616229 0.50693578 0.67419926 0.50702335] [ 0.82490105 0.33940177 0.55590663 0.25554379 0.44436033] [ 0.57738328 0.59299131 0.52984619 0.38807634 0.53045129] [ 0.68833411 0.46847892 0.5825576 0.56463499 0.33388187] [ 0.22528429 0.58233676 0.37815008 0.90382951 0.51538636] [ 0.76446402 0.41591684 0.55865892 0.27268095 0.32664479] [ 0.74633727 0.46820655 0.39890686 0.21938264 0.320841 ] [ 0.24868308 0.58574102 0.38554498 0.88146836 0.49551306] [ 0.43737757 0.65678177 0.27041574 0.75878899 0.53589802] [ 0.75495074 0.44236604 0.53066576 0.51633656 0.34979696] [ 0.74487968 0.38435487 0.55699838 0.27152013 0.44536922] [ 0.49833854 0.52408423 0.55383775 0.70574659 0.35404836] [ 0.73483358 0.39972709 0.43353959 0.22131138 0.36370108] [ 0.74773692 0.52647951 0.39460207 0.34523717 0.48061462] [ 0.76183709 0.39357104 0.38496211 0.25288657 0.31853777] [ 0.24560912 0.70877838 0.27944618 0.84132867 0.62272997] [ 0.71331414 0.57500092 0.49514215 0.51916751 0.4099352 ] [ 0.71108323 0.4329508 0.61091282 0.51540534 0.40783942] [ 0.27266988 0.55917662 0.60116799 0.66084047 0.54749243] [ 0.65850664 0.53182958 0.47932306 0.46079798 0.39676317] [ 0.64397415 0.4414789 0.46504847 0.34317134 0.53699867] [ 0.73654274 0.46589739 0.38044004 0.51186331 0.45781707] [ 0.35878065 0.56143015 0.36872697 0.63842397 0.37967786] [ 0.51568976 0.66132692 0.33915706 0.61234751 0.4664115 ] [ 0.61420077 0.39786178 0.54359447 0.57850348 0.35013593] [ 0.26854269 0.61102257 0.40556127 0.69110688 0.58069441] [ 0.67240189 0.43007311 0.60875522 0.34782758 0.50893277] [ 0.15609298 0.73592506 0.42614114 0.78274797 0.45709984] [ 0.51735024 0.49897557 0.52591258 0.36791366 0.55460463] [ 0.21757337 0.5861017 0.52845403 0.8228083 0.57888258] [ 0.1996531 0.5651066 0.4756978 0.78603916 0.47590186] [ 0.3334218 0.52696809 0.61597907 0.67525703 0.55220681] [ 0.3836573 0.52088676 0.41054057 0.73559598 0.38117406] [ 0.51027688 0.49281858 0.60400665 0.59143198 0.6034757 ] [ 0.61402529 0.59021017 0.5300885 0.48090244 0.38191481] [ 0.19288015 0.56343793 0.35942718 0.79666783 0.56704265] [ 0.48789842 0.5856683 0.47688089 0.65681276 0.46615026] [ 0.45624893 0.53784156 0.43310341 0.63739265 0.46557067] [ 0.56603879 0.44889435 0.45114902 0.38543731 0.40747176] [ 0.48652204 0.64241431 0.36018635 0.74235254 0.62219021] [ 0.67029165 0.53312871 0.39103452 0.46240975 0.31674976] [ 0.70336191 0.48326282 0.52956524 0.24038162 0.44374558] [ 0.12340278 0.62270784 0.37833582 0.86920704 0.56173765] [ 0.61323392 0.56350249 0.36596298 0.54518902 0.42676723] [ 0.50436281 0.51260647 0.43559657 0.53547401 0.49970887] [ 0.32354727 0.59551467 0.53548981 0.70508523 0.44094475] [ 0.67822482 0.4025808 0.55028994 0.20822381 0.48740074] [ 0.85823379 0.37712251 0.6568684 0.16601633 0.45339467] [ 0.36127506 0.55057252 0.43535121 0.71415151 0.41413418] [ 0.71373524 0.45445902 0.56667715 0.40203115 0.44470005] [ 0.83534891 0.42431626 0.56979016 0.2256533 0.40369245] [ 0.1174191 0.56861514 0.4973782 0.90048528 0.605241 ] [ 0.41329865 0.64530224 0.38244718 0.65571173 0.46253911] [ 0.60208221 0.47947846 0.53003449 0.39219657 0.49917966] [ 0.42172846 0.42436667 0.5644912 0.69895556 0.48373247] [ 0.63560006 0.41169414 0.58306126 0.44764695 0.4440354 ] [ 0.29220244 0.57848975 0.38503521 0.82686022 0.52697041] [ 0.68834414 0.50790392 0.60235095 0.67327564 0.43804204] [ 0.13579786 0.73990264 0.42573013 0.81353914 0.52267839] [ 0.49180246 0.59544945 0.44154849 0.6843309 0.57080657] [ 0.72179118 0.5356296 0.60893873 0.41624614 0.41709414] [ 0.7238752 0.4392741 0.48674382 0.3253203 0.40307618] [ 0.22111901 0.70067907 0.33751325 0.81610561 0.48934396] [ 0.20475814 0.57305275 0.49573934 0.79748447 0.65034996] [ 0.68643461 0.39305951 0.47075641 0.61827222 0.32292037] [ 0.60516746 0.559379 0.56149428 0.51577902 0.37068242] [ 0.60242399 0.35040568 0.4931783 0.34574694 0.55451091] [ 0.23707779 0.68123818 0.39140655 0.66053376 0.6110785 ] [ 0.24704554 0.6818869 0.39188976 0.7937287 0.52998407] [ 0.74948113 0.43406523 0.55620474 0.33703279 0.34558992] [ 0.17104024 0.63485895 0.37211958 0.91570747 0.60636099] [ 0.67653428 0.39971822 0.52437296 0.18865562 0.47322024] [ 0.74153225 0.59934671 0.47413917 0.30479283 0.40348814] [ 0.59926249 0.62071045 0.34819137 0.5120649 0.41156107] [ 0.74594659 0.31183752 0.71425168 0.40045374 0.32977848] [ 0.32732768 0.51177002 0.55920788 0.68722064 0.43745535] [ 0.8757242 0.3118741 0.64464759 0.12296744 0.31180208] [ 0.72052691 0.61031011 0.36308487 0.23290151 0.38133462] [ 0.39121863 0.57752468 0.44821131 0.79003322 0.46725724] [ 0.50952821 0.61447936 0.56174364 0.53634516 0.53722942] [ 0.56758292 0.55036722 0.45191352 0.34374888 0.46365697] [ 0.29077826 0.48710426 0.38232511 0.80866018 0.54095195] [ 0.66797954 0.40604575 0.56264099 0.65227003 0.44062143] [ 0.41037083 0.48530678 0.48357194 0.5633303 0.49935283] [ 0.16489336 0.52997582 0.37974871 0.77437174 0.51692479] [ 0.72943333 0.46891046 0.55246441 0.15614808 0.41890874] [ 0.76793235 0.42417728 0.39302233 0.18186243 0.26253366] [ 0.58926673 0.59257038 0.56459967 0.69395557 0.49594025] [ 0.56258824 0.54271602 0.42739964 0.64208686 0.59746237] [ 0.48518933 0.51512122 0.45105461 0.49961797 0.53907105] [ 0.42370362 0.4213778 0.54878226 0.71988912 0.5630446 ] [ 0.71113964 0.48709543 0.64391486 0.28804325 0.44399253] [ 0.25058445 0.47751745 0.56792089 0.68564054 0.54148624] [ 0.65809579 0.42343013 0.48205594 0.27983387 0.49901016] [ 0.7033735 0.3676732 0.67672129 0.56982494 0.41833608] [ 0.30840876 0.67448411 0.34955247 0.73380751 0.48766199] Progress: 45.5% ... Training loss: 0.495 ... Validation loss: 0.811[ 0.57651924 0.54182436 0.40299051 0.4831883 0.48877492] [ 0.47483453 0.55949952 0.53858769 0.56947523 0.43927823] [ 0.69544111 0.39603672 0.69438571 0.53826633 0.36884198] [ 0.47079025 0.53327947 0.47238548 0.49752026 0.50389908] [ 0.6007085 0.64681742 0.35065599 0.61135824 0.37849738] [ 0.55286594 0.46348536 0.69490489 0.68272887 0.43477141] [ 0.57940163 0.46995711 0.39064733 0.34028851 0.43124616] [ 0.7376307 0.53608722 0.43947394 0.44311046 0.50617867] [ 0.53346193 0.34827626 0.53692104 0.44090162 0.51007611] [ 0.60020239 0.41028255 0.49704931 0.51340672 0.49859984] [ 0.61447373 0.32708827 0.41544119 0.416613 0.4415028 ] [ 0.60708217 0.57380033 0.53397563 0.5027758 0.49057074] [ 0.30874149 0.67450821 0.34952911 0.73361811 0.48770051] [ 0.74540865 0.41188872 0.51391145 0.33575979 0.47796608] [ 0.50751777 0.52729127 0.47197222 0.46530607 0.42318438] [ 0.57588406 0.37448137 0.44490234 0.63003495 0.41339012] [ 0.36608188 0.52928621 0.48217487 0.71905765 0.4968058 ] [ 0.3300294 0.54220602 0.4942768 0.62042831 0.60019738] [ 0.37702907 0.58512363 0.49670527 0.70978897 0.65394333] [ 0.76952792 0.52739873 0.33109548 0.30508785 0.31953432] [ 0.71536068 0.44008052 0.44693047 0.2776084 0.39548019] [ 0.44016178 0.49056502 0.63421016 0.77070793 0.58438869] [ 0.53651608 0.60980478 0.4281878 0.4917227 0.38381042] [ 0.63507721 0.33395094 0.40867718 0.27569433 0.4805214 ] [ 0.53799843 0.61447433 0.27361798 0.58183468 0.34350942] [ 0.66681463 0.6556949 0.42457897 0.53522408 0.50531594] [ 0.70564995 0.43447772 0.53606311 0.36993336 0.44595343] [ 0.79723442 0.48363072 0.61860977 0.38599073 0.32544304] [ 0.50034496 0.50354565 0.41352341 0.7165698 0.60314579] [ 0.88825378 0.37200213 0.6157945 0.1349306 0.30734551] [ 0.46796659 0.5839046 0.62375011 0.63855282 0.59023949] [ 0.27827606 0.69818258 0.44111197 0.6809363 0.54717402] [ 0.38603878 0.51994851 0.37643129 0.56536152 0.45532178] [ 0.58604271 0.47062439 0.61591701 0.69608723 0.45269986] [ 0.46709825 0.6099187 0.35700661 0.53070643 0.517367 ] [ 0.76538638 0.44052382 0.51039288 0.34074505 0.35969629] [ 0.38603878 0.51994851 0.37643129 0.56536152 0.45532178] [ 0.67391145 0.50228628 0.41584369 0.50635327 0.38197374] [ 0.20736946 0.62765931 0.36947447 0.86923591 0.58454506] [ 0.65945109 0.61150031 0.41419027 0.6355387 0.37264744] [ 0.6886696 0.34773332 0.57549332 0.60244783 0.38942373] [ 0.48055258 0.54825273 0.50027573 0.66547414 0.47506595] [ 0.14186235 0.65660955 0.35117004 0.86050895 0.57685181] [ 0.56710863 0.54269853 0.52025812 0.37812143 0.50388117] [ 0.5868199 0.41376416 0.599499 0.33120824 0.4638602 ] [ 0.4892733 0.49818939 0.5908469 0.65787643 0.49835324] [ 0.77602679 0.42103405 0.53398775 0.24607747 0.28036093] [ 0.60611044 0.45768152 0.64563848 0.70853042 0.39085309] [ 0.18257651 0.54327552 0.35781189 0.89449336 0.59717855] [ 0.65352443 0.52733915 0.45774809 0.54208404 0.53838825] [ 0.52221729 0.59880439 0.56482741 0.55292433 0.58081415] [ 0.15537294 0.65147313 0.36065493 0.92135092 0.47092762] [ 0.41371221 0.49191061 0.5113085 0.53122826 0.52223502] [ 0.56788038 0.50606739 0.57611776 0.59867408 0.48521637] [ 0.24770314 0.6230916 0.37474433 0.61076578 0.52671851] [ 0.60871172 0.37644049 0.51814767 0.31229886 0.39392904] [ 0.18869959 0.59174541 0.41558903 0.80227232 0.47345434] [ 0.68033848 0.41555655 0.59121377 0.50231462 0.38022152] [ 0.43374501 0.47989434 0.3322598 0.4666486 0.41700165] [ 0.44839835 0.48151611 0.52564239 0.41678227 0.5145825 ] [ 0.45895335 0.53488217 0.42863376 0.69293478 0.65300119] [ 0.43497413 0.61899372 0.39411791 0.5886126 0.44207608] [ 0.25038274 0.622063 0.35924738 0.74454773 0.41219339] [ 0.6667799 0.39962064 0.55947594 0.31334499 0.39465908] [ 0.22576634 0.62695455 0.35130089 0.63793328 0.48055499] [ 0.56803148 0.4623228 0.34660359 0.65744898 0.39696399] [ 0.65829878 0.48982315 0.52783997 0.26647023 0.420075 ] [ 0.18161102 0.64869384 0.45289696 0.86704591 0.45552224] [ 0.68587945 0.48774312 0.41838431 0.3197478 0.42981417] [ 0.38790085 0.66024347 0.39175583 0.67123573 0.38604766] [ 0.38697261 0.62627414 0.45610085 0.61212617 0.39880362] [ 0.83112662 0.37288483 0.53677795 0.35953939 0.29990878] [ 0.57853275 0.42300523 0.58684237 0.34503072 0.52766344] [ 0.68590216 0.42168419 0.48439055 0.4490657 0.40742811] [ 0.37048028 0.52645238 0.36184256 0.75990706 0.38111665] [ 0.50529524 0.48539575 0.41153844 0.80850524 0.44931993] [ 0.37249872 0.47916511 0.50677466 0.73150719 0.50415585] [ 0.71539807 0.59037067 0.36869862 0.57809323 0.39606639] [ 0.50686733 0.49133189 0.56591802 0.41480294 0.50554783] [ 0.66392137 0.39197635 0.46860897 0.33072798 0.40385234] [ 0.18464817 0.59581161 0.48528468 0.80303032 0.54840941] [ 0.6813831 0.41319333 0.49790506 0.27133899 0.42898886] [ 0.49539633 0.60349524 0.41540598 0.71869559 0.45089342] [ 0.51514208 0.46178332 0.33247577 0.58626296 0.59402453] [ 0.71266665 0.58369352 0.55804269 0.32864996 0.54327307] [ 0.55335921 0.44425781 0.59439407 0.32989804 0.49449805] [ 0.29167108 0.54150409 0.48613767 0.75240063 0.44595574] [ 0.79323161 0.272622 0.64639629 0.16059876 0.43151896] [ 0.54633746 0.39023453 0.55168156 0.53570918 0.35370045] [ 0.48901161 0.50889177 0.4846264 0.69898471 0.43598681] [ 0.7185302 0.49119228 0.64979203 0.44519737 0.37322558] [ 0.67679778 0.57788305 0.45001345 0.48325711 0.30962658] [ 0.43888533 0.65622368 0.27058945 0.75808463 0.53570407] [ 0.48813237 0.58464094 0.50660431 0.53287114 0.50257436] [ 0.72726528 0.30165596 0.59747403 0.44636394 0.41148285] [ 0.48499233 0.40134832 0.43775003 0.43211158 0.58644415] [ 0.77914892 0.43838577 0.58352053 0.16239718 0.40057438] [ 0.60404826 0.60490298 0.45400817 0.50567306 0.56290079] [ 0.6830841 0.39618889 0.59502701 0.30172006 0.44839147] [ 0.49825549 0.52395214 0.55059823 0.58036998 0.42268699] [ 0.21610514 0.70996175 0.48743798 0.71115384 0.5529935 ] [ 0.42417358 0.66685049 0.51349827 0.69246818 0.55605643] [ 0.54461531 0.48889508 0.44042903 0.74198511 0.37555091] [ 0.66405894 0.41174715 0.62160313 0.56992759 0.43432984] [ 0.48969695 0.52213106 0.56745178 0.47923905 0.55945958] [ 0.18505851 0.56539305 0.57447341 0.83803642 0.63693197] [ 0.25980854 0.58906589 0.52520447 0.85534805 0.59905178] [ 0.5553293 0.5414548 0.38029211 0.28920624 0.36516922] [ 0.66407127 0.42314399 0.39776978 0.55027836 0.40942445] [ 0.6444169 0.52753295 0.46955659 0.47905783 0.55744803] [ 0.70514878 0.53490601 0.34955171 0.36185956 0.36505315] [ 0.727396 0.45627661 0.59028868 0.52156522 0.3934235 ] [ 0.59048878 0.58766117 0.55565678 0.37254602 0.56356581] [ 0.60740378 0.51391717 0.37250747 0.43336096 0.37754239] [ 0.60200062 0.47960774 0.52998021 0.39227655 0.49922391] [ 0.60446243 0.45369988 0.61602036 0.35842343 0.50211611] [ 0.41643291 0.44474349 0.51984306 0.75956895 0.50467944] [ 0.36171175 0.59797965 0.36602036 0.68849772 0.58443958] [ 0.36674987 0.59242913 0.46483122 0.87628833 0.55622382] [ 0.26418108 0.65819048 0.50640919 0.85100165 0.54906022] [ 0.67555546 0.51512421 0.51024418 0.29743896 0.39859764] [ 0.54491783 0.47606961 0.53037117 0.75854239 0.4449759 ] [ 0.51452303 0.54785859 0.46617033 0.46013634 0.54951973] [ 0.72993067 0.42985462 0.59432656 0.32802948 0.43178613] [ 0.26674886 0.51938968 0.40543675 0.82032083 0.58754119] [ 0.81689358 0.36200386 0.6352651 0.16703257 0.47697658] [ 0.25249006 0.64898938 0.40804522 0.76253361 0.52018675] [ 0.20393375 0.65248558 0.3099042 0.81109122 0.6425857 ] Progress: 45.5% ... Training loss: 0.494 ... Validation loss: 0.812[ 0.65774257 0.49050175 0.59275776 0.53598729 0.43729366] [ 0.52282594 0.55568686 0.53035389 0.39217405 0.54905062] [ 0.83128227 0.36020627 0.53562456 0.23294053 0.39105427] [ 0.47821875 0.56410763 0.37865972 0.58138782 0.52692694] [ 0.49349025 0.60760414 0.37251012 0.58980198 0.29233012] [ 0.20489135 0.57877804 0.39411458 0.7561149 0.41799788] [ 0.72004423 0.54077619 0.51586575 0.31454991 0.52698102] [ 0.5608025 0.56206725 0.42671479 0.47203999 0.35733178] [ 0.49472326 0.52558559 0.42645293 0.58930523 0.57228815] [ 0.74265061 0.53260126 0.50097652 0.23823123 0.48317326] [ 0.66168126 0.55934875 0.3639874 0.57645238 0.28917775] [ 0.62130126 0.46847521 0.39940653 0.47817646 0.49267948] [ 0.50084751 0.45324347 0.45800161 0.78308522 0.36762521] [ 0.80429068 0.60411393 0.29174535 0.50006199 0.28851725] [ 0.27731292 0.76688608 0.30357587 0.81628787 0.51697295] [ 0.66630511 0.50553415 0.5522375 0.1745119 0.50698201] [ 0.80336008 0.44725645 0.52009922 0.27900478 0.39411248] [ 0.48993139 0.48522935 0.47905934 0.70324743 0.32282328] [ 0.69894628 0.49974066 0.46249716 0.29670022 0.30936377] [ 0.61855651 0.60545094 0.51034549 0.48765056 0.43577609] [ 0.46642531 0.53822146 0.45576917 0.36382118 0.42671409] [ 0.45245208 0.57386587 0.40680365 0.68360313 0.35819626] [ 0.3319646 0.6952628 0.48728374 0.7229788 0.39879559] [ 0.46663733 0.57656958 0.39907084 0.75741439 0.45571506] [ 0.76359996 0.22442535 0.64375419 0.24009007 0.45145692] [ 0.56603426 0.41074343 0.50972557 0.32349507 0.41725257] [ 0.43669707 0.55184671 0.41758737 0.61500162 0.51226139] [ 0.48317945 0.53150291 0.53410062 0.66603838 0.45726657] [ 0.31061947 0.60645922 0.48630615 0.79178159 0.61043378] [ 0.44989325 0.6734823 0.38502991 0.73597297 0.57808034] [ 0.76951794 0.31119406 0.64056477 0.1872475 0.38238688] [ 0.18789251 0.60116433 0.4961106 0.71657161 0.48360312] [ 0.76673693 0.51127912 0.46451622 0.32044175 0.30675941] [ 0.55843733 0.47647387 0.65726569 0.41764485 0.49054715] [ 0.19282113 0.61752963 0.36830095 0.91037967 0.53899857] [ 0.61450705 0.46082659 0.49899141 0.61416787 0.34788072] [ 0.4875227 0.56938789 0.4625961 0.57578047 0.56090062] [ 0.31268439 0.68741008 0.3578799 0.63238923 0.5241569 ] [ 0.63478543 0.51764196 0.44333874 0.39316546 0.46296077] [ 0.44111403 0.56116355 0.52950696 0.80002647 0.48930122] [ 0.63858467 0.52441205 0.4796366 0.32925176 0.37509 ] [ 0.56634429 0.62926177 0.45182715 0.48954614 0.45252138] [ 0.85329229 0.3617331 0.59049091 0.10715321 0.46488444] [ 0.37387003 0.44223534 0.45928983 0.84569181 0.58168909] [ 0.27469404 0.59331084 0.49211436 0.76927858 0.47978885] [ 0.59822661 0.45278915 0.48252203 0.54346669 0.44226505] [ 0.64277788 0.53347643 0.39930349 0.20289779 0.34772766] [ 0.34818198 0.50543244 0.44093976 0.54850569 0.50131443] [ 0.5952129 0.40027344 0.41705118 0.30167124 0.43690608] [ 0.30143316 0.51422217 0.55155092 0.83279347 0.6552607 ] [ 0.72368085 0.36967149 0.37967263 0.47718483 0.26340836] [ 0.48319621 0.60165112 0.37745913 0.49317371 0.35418605] [ 0.65006037 0.51179764 0.4768635 0.38665444 0.36745891] [ 0.76912213 0.47661586 0.52251597 0.21595425 0.32322521] [ 0.6943029 0.49997159 0.54785866 0.24806748 0.56554824] [ 0.63548024 0.45633106 0.58262776 0.54743499 0.50069985] [ 0.56042668 0.5657803 0.53893838 0.59993343 0.52912156] [ 0.3350414 0.67726489 0.48263319 0.7548395 0.53493739] [ 0.37646769 0.65674509 0.38377893 0.62668246 0.36807748] [ 0.46083667 0.52937634 0.53332766 0.51707601 0.61782326] [ 0.73290124 0.49541736 0.54043114 0.40266992 0.46432261] [ 0.20032854 0.58992091 0.49775103 0.83281945 0.5478954 ] [ 0.22306612 0.57218393 0.39350317 0.75867615 0.57873345] [ 0.27495237 0.39144782 0.54743692 0.82015497 0.63640071] [ 0.69549096 0.31901948 0.55626853 0.44521157 0.36124908] [ 0.78900367 0.44389214 0.52125941 0.42675405 0.39063617] [ 0.89634659 0.28208178 0.58806776 0.12561119 0.35499985] [ 0.40549089 0.52861456 0.52670646 0.79780714 0.44628479] [ 0.65320972 0.45493365 0.57017863 0.47914524 0.42068869] [ 0.69840908 0.39563189 0.66189723 0.38283694 0.51923868] [ 0.30537691 0.57715258 0.36971264 0.80814922 0.47652183] [ 0.67059634 0.39488844 0.55274938 0.56282248 0.32989237] [ 0.84373403 0.42864336 0.4599298 0.22274517 0.38909733] [ 0.44400781 0.45680638 0.59962627 0.62217423 0.4370261 ] [ 0.74736966 0.25116396 0.50012727 0.31418676 0.42682724] [ 0.3523012 0.50359296 0.58730808 0.4139755 0.70601547] [ 0.49251326 0.54456731 0.45606697 0.64823206 0.55697678] [ 0.50598856 0.51018661 0.43608432 0.50809662 0.40954388] [ 0.37698795 0.6531803 0.47024987 0.77797045 0.47546973] [ 0.22687487 0.67328219 0.4325653 0.88675812 0.56509621] [ 0.50643967 0.43908724 0.4765389 0.72852507 0.39717062] [ 0.42163422 0.75452378 0.32133408 0.60783559 0.39533227] [ 0.20756447 0.56293265 0.47401012 0.76432177 0.4768352 ] [ 0.517115 0.63740847 0.52709452 0.73206848 0.55073114] [ 0.47516957 0.60870594 0.48794445 0.72538571 0.35221429] [ 0.75662422 0.37814672 0.60622277 0.32020355 0.43342518] [ 0.74880305 0.43124357 0.54779518 0.42330156 0.3744388 ] [ 0.54288549 0.4850464 0.4491195 0.5547 0.38634426] [ 0.3703675 0.51059515 0.59610476 0.74590989 0.47911641] [ 0.4466318 0.52244384 0.57331005 0.73604923 0.47532528] [ 0.85545733 0.49690683 0.42625312 0.3734702 0.40094701] [ 0.73695213 0.36295836 0.5250846 0.31795416 0.46739519] [ 0.68002295 0.4674258 0.49727054 0.38365388 0.42074256] [ 0.81275488 0.39205735 0.42855185 0.24645262 0.29489273] [ 0.22618869 0.52411209 0.47449679 0.82103834 0.54228452] [ 0.63792856 0.34535869 0.39239897 0.526408 0.41575306] [ 0.31185958 0.50015422 0.51297221 0.65587995 0.52478013] [ 0.57949721 0.45960575 0.5558306 0.45330127 0.50505753] [ 0.48816632 0.53265653 0.49555686 0.65614817 0.48153632] [ 0.44382929 0.64262104 0.37127458 0.74078366 0.4271465 ] [ 0.80365491 0.45618193 0.47679228 0.3048761 0.29517246] [ 0.65962517 0.51078346 0.3118885 0.51220325 0.43627259] [ 0.44229406 0.52389753 0.47913514 0.66146411 0.41517454] [ 0.80727945 0.42321052 0.54098359 0.16488241 0.34242298] [ 0.69109545 0.44341721 0.61295442 0.2094087 0.49708401] [ 0.47010673 0.68691865 0.43362507 0.63046124 0.5133743 ] [ 0.67472963 0.27757235 0.61317347 0.46911922 0.46550413] [ 0.19390278 0.59729289 0.42540146 0.68262696 0.54957922] [ 0.66531747 0.55307201 0.43002999 0.34522546 0.42771659] [ 0.57994174 0.60317474 0.41586616 0.48935773 0.42008201] [ 0.82817403 0.35407493 0.44002054 0.39922932 0.40701012] [ 0.80082911 0.40762941 0.58832106 0.27742843 0.46340899] [ 0.57602501 0.51193126 0.49622545 0.47297996 0.31789565] [ 0.79163119 0.5400166 0.31565014 0.46794678 0.31328283] [ 0.85914133 0.39139892 0.56630506 0.22104751 0.37613594] [ 0.25795648 0.53324721 0.47549541 0.76343857 0.55793362] [ 0.67817481 0.47034438 0.40769749 0.54117062 0.42698624] [ 0.80049723 0.31344589 0.45390757 0.31761986 0.36989067] [ 0.74398673 0.55354923 0.38130302 0.33047999 0.39817164] [ 0.59110187 0.44871513 0.51549289 0.61255891 0.3447041 ] [ 0.78139286 0.3940373 0.50084277 0.24392027 0.53934565] [ 0.69761996 0.41409629 0.6766026 0.32452576 0.48802604] [ 0.48892382 0.43017626 0.58916614 0.48803749 0.58597181] [ 0.60631844 0.58807398 0.48840997 0.44377546 0.51795056] [ 0.41681868 0.49676345 0.51967791 0.79740414 0.37343725] [ 0.7635249 0.45505232 0.36231348 0.34312685 0.33359048] [ 0.43038321 0.45420564 0.42886994 0.82162424 0.56064445] [ 0.5431544 0.56414965 0.40946089 0.41928959 0.43078801] Progress: 45.6% ... Training loss: 0.494 ... Validation loss: 0.812[ 0.8361545 0.58532441 0.47963899 0.34937869 0.37043696] [ 0.62837737 0.58587455 0.35264471 0.38492564 0.47103571] [ 0.58633616 0.44994004 0.40683571 0.61909876 0.45439039] [ 0.45483127 0.63870958 0.51056473 0.6320452 0.52574142] [ 0.67839971 0.34070161 0.52118509 0.45026851 0.45813058] [ 0.56484373 0.62812205 0.36312325 0.7051072 0.37562126] [ 0.71596199 0.40691948 0.61053151 0.2926095 0.43047173] [ 0.64532482 0.46950219 0.40178311 0.66372407 0.52247467] [ 0.8166571 0.49690605 0.45823894 0.24221832 0.40424757] [ 0.32892458 0.56574637 0.38253424 0.65506241 0.60639877] [ 0.27545742 0.68040431 0.45223087 0.6757621 0.47470437] [ 0.76437926 0.43954837 0.58679432 0.47587808 0.44931787] [ 0.675701 0.45024924 0.56326906 0.28328131 0.38483651] [ 0.20010982 0.59891762 0.30003907 0.85012812 0.46891604] [ 0.63321258 0.57352699 0.4874838 0.59001998 0.48609569] [ 0.72358778 0.43346935 0.48629788 0.24170967 0.4377944 ] [ 0.86252902 0.44006457 0.50368829 0.29737665 0.29867712] [ 0.4017312 0.41197427 0.47891095 0.78884828 0.42699464] [ 0.28939311 0.61863843 0.3096252 0.79778432 0.45527101] [ 0.58818058 0.44538755 0.52889428 0.61311912 0.46811704] [ 0.50065794 0.50833475 0.39658629 0.36771391 0.36565792] [ 0.55314388 0.34371983 0.56551925 0.36757314 0.49335012] [ 0.70290293 0.46230352 0.420543 0.26410722 0.21739673] [ 0.57022579 0.52105341 0.39111061 0.29707089 0.41682464] [ 0.34670766 0.54927396 0.37171983 0.7375601 0.58380346] [ 0.63056526 0.58055958 0.28308102 0.66808725 0.29105544] [ 0.3145672 0.69737089 0.40951779 0.72131063 0.51187247] [ 0.59009158 0.59219383 0.56473346 0.69338018 0.49582172] [ 0.80565699 0.40664447 0.53495521 0.36995427 0.3124007 ] [ 0.30645558 0.52210274 0.38422141 0.71107656 0.62573063] [ 0.47284902 0.63642175 0.46907987 0.71671188 0.46425012] [ 0.51925576 0.52996635 0.41406648 0.36619325 0.46478878] [ 0.63122899 0.48715252 0.59794955 0.33543814 0.39786776] [ 0.83150781 0.38918347 0.49739166 0.2116912 0.29499124] [ 0.76843815 0.48518415 0.43114716 0.39684369 0.50737277] [ 0.8742525 0.31270167 0.54591464 0.18202061 0.36589643] [ 0.43407068 0.4292915 0.44421442 0.68905961 0.63887516] [ 0.35233069 0.6294036 0.41328361 0.55960347 0.45209579] [ 0.34259765 0.69203001 0.35379996 0.79029833 0.50351295] [ 0.20705809 0.58984543 0.39102046 0.89428129 0.56580802] [ 0.646894 0.66365313 0.44021048 0.54676428 0.36034733] [ 0.33635367 0.47218967 0.39160231 0.5718292 0.72384388] [ 0.86733366 0.5133382 0.52539514 0.27784285 0.3538493 ] [ 0.64128262 0.57641723 0.367818 0.56494902 0.40371836] [ 0.51100923 0.38098768 0.5590751 0.33020156 0.61351755] [ 0.2326246 0.56684888 0.49516127 0.84092634 0.46928013] [ 0.54124229 0.48540623 0.51273618 0.41212668 0.46595637] [ 0.48228005 0.69160249 0.26091312 0.47611344 0.37098549] [ 0.46723745 0.51493881 0.50117368 0.7732815 0.48248091] [ 0.77059292 0.44908178 0.44390994 0.34873876 0.36985826] [ 0.31891891 0.56318924 0.49435494 0.64667295 0.63381965] [ 0.43507852 0.52333358 0.38516928 0.5701439 0.52901045] [ 0.70059238 0.47746513 0.48012416 0.41934137 0.45451728] [ 0.22149406 0.55636764 0.50193537 0.66403534 0.60364377] [ 0.69183761 0.41465894 0.47133741 0.33560022 0.41737222] [ 0.45511038 0.33958657 0.50684589 0.67690318 0.46047088] [ 0.40583012 0.61902046 0.31984865 0.67714183 0.42185957] [ 0.28584898 0.62547394 0.37260518 0.45322877 0.50391087] [ 0.55506319 0.57987133 0.5332468 0.55063403 0.52585237] [ 0.39438992 0.52713654 0.52933921 0.4839006 0.464662 ] [ 0.60196813 0.4777026 0.64970562 0.40282416 0.51723727] [ 0.73548849 0.44053363 0.49579777 0.44039236 0.42198707] [ 0.42377805 0.58286821 0.47838714 0.76185496 0.48412105] [ 0.63544767 0.38885613 0.56332237 0.26562632 0.38726559] [ 0.7959886 0.25726808 0.53624141 0.48516915 0.35657161] [ 0.70148715 0.41552848 0.53304323 0.29880165 0.42548683] [ 0.54805013 0.49192586 0.47694174 0.42825419 0.40012706] [ 0.43052566 0.48792214 0.48072304 0.51618124 0.56647428] [ 0.51614933 0.55394689 0.45723766 0.7678861 0.55128523] [ 0.72791634 0.46159899 0.63886788 0.63426589 0.35429837] [ 0.60320589 0.60794752 0.35767466 0.51969524 0.36459414] [ 0.46434517 0.54810062 0.44653357 0.59467353 0.5408457 ] [ 0.17345096 0.5222246 0.51733672 0.75996027 0.54832326] [ 0.49530565 0.53906387 0.54404817 0.63003367 0.55557182] [ 0.59002015 0.46877175 0.51667067 0.40024645 0.30442401] [ 0.71627741 0.28606934 0.43444076 0.31615705 0.45531731] [ 0.20911934 0.58323154 0.42792825 0.75016898 0.40367895] [ 0.5180014 0.58906037 0.56498686 0.55328621 0.47024727] [ 0.22430276 0.60803084 0.34688783 0.86019649 0.57130946] [ 0.38205692 0.58967184 0.53650617 0.75928966 0.6501991 ] [ 0.72632852 0.39374892 0.65835505 0.33190137 0.45245325] [ 0.37215773 0.43848293 0.43832857 0.7365021 0.44361027] [ 0.62166769 0.48159465 0.38803428 0.56203924 0.32807224] [ 0.61266282 0.53186175 0.4212179 0.36032627 0.48648815] [ 0.30448801 0.52286378 0.38340562 0.65222236 0.43056598] [ 0.52232421 0.55988264 0.49168442 0.48369583 0.57100138] [ 0.45079403 0.51092943 0.43425201 0.64405086 0.32017725] [ 0.61021883 0.43832294 0.45743129 0.33829228 0.39522864] [ 0.37926648 0.59692932 0.37677206 0.7759401 0.52897648] [ 0.39221734 0.54234525 0.54817227 0.43446008 0.55459601] [ 0.78428073 0.48281251 0.4422398 0.23437734 0.38175166] [ 0.42606359 0.39400025 0.50733386 0.68023512 0.44413833] [ 0.71463635 0.50845981 0.47329898 0.34598364 0.34904796] [ 0.62299386 0.48504275 0.48631758 0.41217076 0.38032204] [ 0.15165137 0.5825806 0.44218051 0.77219618 0.62054898] [ 0.62339167 0.54241658 0.43823163 0.44553797 0.32919113] [ 0.52782264 0.44387497 0.63258086 0.33814208 0.5725861 ] [ 0.72724043 0.34093147 0.59190514 0.63717314 0.40877388] [ 0.48698863 0.39968224 0.42738295 0.54725295 0.39289994] [ 0.24055073 0.62746764 0.30238358 0.89736146 0.46928045] [ 0.37655593 0.53724423 0.54211312 0.58792184 0.53843169] [ 0.42388408 0.70763226 0.36664824 0.5278864 0.53013671] [ 0.7425372 0.41235577 0.48493096 0.59854999 0.43936184] [ 0.6720936 0.5073853 0.48368733 0.48297783 0.45171267] [ 0.66718805 0.23549692 0.59286387 0.29008524 0.47743608] [ 0.66410104 0.30785223 0.49688268 0.6944358 0.43904548] [ 0.27545783 0.46343122 0.50835914 0.42277498 0.4808323 ] [ 0.19660995 0.69970263 0.44458907 0.73906026 0.49056964] [ 0.64742442 0.49672702 0.56007003 0.32672896 0.44374669] [ 0.27014666 0.41308848 0.44929065 0.63202607 0.5432127 ] [ 0.5332573 0.48545253 0.56579303 0.58345219 0.4465833 ] [ 0.22175418 0.55014958 0.4220672 0.85741919 0.49728821] [ 0.37635983 0.58519406 0.37359894 0.64980161 0.38697111] [ 0.72692963 0.48830734 0.45416296 0.43136912 0.43467077] [ 0.54815298 0.42817762 0.49109483 0.71747612 0.36504043] [ 0.30902995 0.54354015 0.52252306 0.68596507 0.54249743] [ 0.46587032 0.60881556 0.28441801 0.61624193 0.44404319] [ 0.63302561 0.52770585 0.6249381 0.44816852 0.42952365] [ 0.35962093 0.57249604 0.48688849 0.56160095 0.44976974] [ 0.67428047 0.27993941 0.55427685 0.65632133 0.38944589] [ 0.70066021 0.32801361 0.56478538 0.34006464 0.50913057] [ 0.40460517 0.53830221 0.39370922 0.58931579 0.38235328] [ 0.38023806 0.59969876 0.53265189 0.8055382 0.50273844] [ 0.53348968 0.5732231 0.50185746 0.46172611 0.57719561] [ 0.78558858 0.37683196 0.48066657 0.24560241 0.42460558] [ 0.29825297 0.46313822 0.54594834 0.66456665 0.4694494 ] [ 0.56105987 0.53367745 0.48030021 0.49343431 0.61201591] [ 0.61177376 0.4648867 0.43571566 0.57776232 0.51292735] Progress: 45.6% ... Training loss: 0.494 ... Validation loss: 0.812[ 0.65600775 0.64525456 0.32749609 0.5989906 0.52750218] [ 0.76628857 0.4614355 0.42057477 0.27729563 0.3399089 ] [ 0.52903289 0.5074465 0.56771261 0.63687969 0.49975322] [ 0.63868036 0.64327219 0.41567817 0.73960365 0.49113319] [ 0.82302483 0.38377234 0.50709121 0.22008006 0.40379289] [ 0.29348659 0.55377591 0.40985385 0.83140786 0.48837614] [ 0.49613438 0.54121231 0.59185807 0.60164447 0.55869588] [ 0.80396227 0.4887538 0.59968536 0.39104999 0.37962359] [ 0.59522002 0.6243326 0.34708063 0.48985895 0.36027058] [ 0.74085691 0.50655573 0.50198311 0.33681626 0.4206132 ] [ 0.33080617 0.5122488 0.51764558 0.83014581 0.53332935] [ 0.68300669 0.62226974 0.50847171 0.41056346 0.44052635] [ 0.55665436 0.52608191 0.50921277 0.52816855 0.61240563] [ 0.4894319 0.4624286 0.41438945 0.50814464 0.44368659] [ 0.29852287 0.49817202 0.50008071 0.73164942 0.6298485 ] [ 0.50859525 0.470759 0.55221345 0.69013383 0.43568337] [ 0.58346913 0.48458312 0.60230375 0.26297306 0.3776571 ] [ 0.62778569 0.6550261 0.53497011 0.54183932 0.3968081 ] [ 0.72946872 0.55792583 0.37362206 0.53961467 0.37399335] [ 0.31401879 0.63188263 0.39754032 0.57222863 0.46671479] [ 0.30449318 0.59869718 0.36788077 0.69957154 0.62285092] [ 0.7708805 0.44602862 0.51757461 0.15267025 0.3913267 ] [ 0.32480962 0.72466263 0.32087502 0.7516079 0.58563309] [ 0.26074143 0.62478301 0.49736892 0.84080686 0.55945566] [ 0.47907026 0.56385117 0.37877606 0.58072396 0.526856 ] [ 0.37436576 0.63318569 0.56779301 0.59939076 0.6036254 ] [ 0.56373994 0.42100926 0.5211946 0.34100894 0.57127339] [ 0.76133009 0.46261384 0.40851073 0.24860053 0.37187034] [ 0.32458054 0.57525043 0.46425455 0.83254419 0.66759943] [ 0.46088271 0.53521588 0.62768176 0.45577349 0.57556063] [ 0.70195978 0.33113524 0.64842823 0.51952602 0.32277574] [ 0.57866312 0.54764254 0.43121991 0.53861427 0.49188402] [ 0.78913766 0.4742806 0.55263598 0.36460455 0.4552573 ] [ 0.51033383 0.45577026 0.50798382 0.55239359 0.64947615] [ 0.45593192 0.3395411 0.50690326 0.67651896 0.46044775] [ 0.39988009 0.61219893 0.50150293 0.51541996 0.53290603] [ 0.26525602 0.47105839 0.41153451 0.76925732 0.45667935] [ 0.22641914 0.71036612 0.48876293 0.83107699 0.67265407] [ 0.53860457 0.59161546 0.36141567 0.4673203 0.42773292] [ 0.78057912 0.43016145 0.58332063 0.31873175 0.41347384] [ 0.63979246 0.66013329 0.47454946 0.67535966 0.50657428] [ 0.54406754 0.59581224 0.37405996 0.43675486 0.45896972] [ 0.83286979 0.42664696 0.54751751 0.30012246 0.42644718] [ 0.58532755 0.30738988 0.52137562 0.62498779 0.44298441] [ 0.44338662 0.54268116 0.48849068 0.695655 0.43874193] [ 0.69581543 0.37635117 0.49133001 0.40253149 0.38232326] [ 0.52739198 0.51315709 0.4822358 0.48645475 0.46046276] [ 0.23007569 0.60294073 0.52470495 0.75708591 0.52716801] [ 0.65492609 0.47332122 0.33096249 0.60438462 0.37296447] [ 0.6867308 0.44390022 0.54337499 0.56674121 0.49219351] [ 0.52907547 0.47430824 0.55769055 0.69953308 0.43025194] [ 0.27199184 0.48424462 0.56224244 0.60776277 0.67628013] [ 0.64699484 0.4999497 0.56799568 0.58545893 0.49687595] [ 0.61479391 0.49330649 0.37271095 0.40085981 0.38576777] [ 0.54517327 0.47716361 0.41900071 0.64287687 0.34125152] [ 0.36121004 0.58780516 0.47004486 0.47533206 0.51457603] [ 0.46862778 0.66340528 0.42440754 0.5203862 0.29847186] [ 0.43542292 0.55360845 0.45444446 0.44993984 0.46700873] [ 0.42131451 0.56351774 0.59009619 0.74675088 0.58322431] [ 0.22481001 0.69185311 0.35087298 0.86672679 0.56426088] [ 0.47725407 0.464342 0.39704843 0.57423297 0.32019635] [ 0.63372666 0.58185692 0.3985784 0.67902739 0.34310985] [ 0.75553886 0.48902248 0.53829101 0.1815911 0.42052252] [ 0.47230942 0.60385365 0.51746928 0.73170066 0.44692036] [ 0.45603439 0.60284073 0.40696691 0.57363524 0.43281305] [ 0.7326315 0.32929097 0.52359794 0.62873864 0.44087644] [ 0.72145786 0.5141372 0.43989828 0.2878075 0.38497195] [ 0.66112485 0.50278151 0.42679429 0.34851114 0.42099803] [ 0.76499508 0.33352049 0.63744811 0.48969669 0.38125354] [ 0.50388314 0.49778327 0.55132558 0.41367051 0.48740944] [ 0.49184259 0.60585984 0.40450887 0.78661875 0.40096081] [ 0.29868395 0.52859421 0.53561498 0.71880949 0.49804248] [ 0.77350676 0.31001346 0.46988956 0.19062623 0.35563321] [ 0.61250382 0.49881321 0.45993484 0.47609465 0.4149006 ] [ 0.62482377 0.38927677 0.49337125 0.33946088 0.54453981] [ 0.31094775 0.72403159 0.33041025 0.65451977 0.47642753] [ 0.47137423 0.52918941 0.53618257 0.61583637 0.68043306] [ 0.84085924 0.3163466 0.57880603 0.16244522 0.44584666] [ 0.42593029 0.62822523 0.35352998 0.64478586 0.36258162] [ 0.78003835 0.44202556 0.53030344 0.27919665 0.43091001] [ 0.50449256 0.55362557 0.49578691 0.53461779 0.36155956] [ 0.7192072 0.45973451 0.57579066 0.59691903 0.39125191] [ 0.81195941 0.51635559 0.57921486 0.27938277 0.46080438] [ 0.27389073 0.4930911 0.42758296 0.80332011 0.63434644] [ 0.79524418 0.4528783 0.44934734 0.31658181 0.42443728] [ 0.56984348 0.59418683 0.55473101 0.58967659 0.34732086] [ 0.22601827 0.58714273 0.4666302 0.85139756 0.61874781] [ 0.60257983 0.4625674 0.52764023 0.6460447 0.31427492] [ 0.15836086 0.7690034 0.35020763 0.86722648 0.52850203] [ 0.55935513 0.44377234 0.60215103 0.32573907 0.5121593 ] [ 0.83860628 0.34697605 0.61636918 0.27683841 0.44016398] [ 0.37813754 0.70338806 0.43231307 0.71593435 0.51046035] [ 0.43924932 0.66358601 0.41842833 0.70430624 0.42112377] [ 0.39581737 0.48925377 0.51400126 0.51718349 0.55531346] [ 0.66911796 0.3548388 0.64890584 0.60546463 0.41563186] [ 0.37531582 0.50934749 0.53337208 0.44008825 0.63257797] [ 0.49289592 0.5176921 0.37620382 0.74617695 0.36165422] [ 0.62430068 0.58596819 0.63214796 0.52947471 0.46046121] [ 0.3903932 0.70289443 0.27677053 0.67931482 0.49499756] [ 0.29111418 0.71994647 0.43822738 0.76435022 0.42770449] [ 0.724906 0.5482329 0.52292405 0.41396365 0.433176 ] [ 0.51862966 0.41650862 0.54548204 0.56264949 0.45364922] [ 0.493948 0.53131683 0.44459714 0.45686356 0.50652308] [ 0.34721609 0.5351194 0.60156397 0.68130523 0.42053048] [ 0.67551062 0.45030639 0.50932527 0.25230974 0.41613259] [ 0.77648719 0.36295303 0.56439488 0.31472377 0.50369635] [ 0.8202646 0.486265 0.60108063 0.1983296 0.44810653] [ 0.39937249 0.53138837 0.47883114 0.57685089 0.45622854] [ 0.33590185 0.56247974 0.4747969 0.80276066 0.50152665] [ 0.7209164 0.46731246 0.57061749 0.33996708 0.43738572] [ 0.86586712 0.32544909 0.57186014 0.1958962 0.38496517] [ 0.13462444 0.55640107 0.48896711 0.86812646 0.67364513] [ 0.77472829 0.26100536 0.39943915 0.2465043 0.2966132 ] [ 0.13906049 0.64559376 0.54618456 0.86032162 0.63806203] [ 0.38713303 0.48810178 0.42960452 0.51713027 0.34698079] [ 0.71159098 0.5956401 0.44619977 0.38951484 0.53676713] [ 0.15690926 0.6504424 0.36110496 0.92078793 0.47057191] [ 0.72513898 0.45180787 0.4913074 0.28653171 0.41361916] [ 0.28800299 0.48062343 0.53674108 0.75566969 0.59182591] [ 0.57819098 0.42536273 0.5994665 0.612163 0.51121267] [ 0.30552005 0.66669075 0.46734313 0.73718453 0.35598663] [ 0.59962794 0.52261466 0.52176704 0.56452314 0.44546313] [ 0.78867824 0.51129338 0.53262113 0.3513489 0.52670526] [ 0.59353711 0.60540526 0.47850991 0.54954895 0.42904184] [ 0.34500639 0.53129565 0.53555295 0.77496243 0.58119134] [ 0.51876948 0.56870206 0.48948969 0.44835707 0.3626517 ] [ 0.63937359 0.60509159 0.24471807 0.49520275 0.29632187] [ 0.43170463 0.51750274 0.53635378 0.46490715 0.583673 ] Progress: 45.7% ... Training loss: 0.494 ... Validation loss: 0.813[ 0.43898824 0.60821064 0.52580099 0.29995919 0.45827175] [ 0.55605399 0.61476897 0.44424394 0.57589774 0.41059396] [ 0.75010424 0.55163396 0.24104361 0.49139765 0.33786092] [ 0.75285819 0.51717142 0.51123733 0.45204207 0.42185745] [ 0.775894 0.38304812 0.62358537 0.21481964 0.40348292] [ 0.55578274 0.54430465 0.48466925 0.42517635 0.44359044] [ 0.405224 0.70659025 0.44509814 0.73762899 0.62275375] [ 0.34217886 0.47996431 0.54893149 0.486594 0.56946866] [ 0.74619145 0.50448259 0.49808193 0.23688671 0.42721493] [ 0.46710805 0.53678961 0.40940401 0.65681563 0.43147607] [ 0.69582209 0.46214256 0.64863941 0.35385708 0.48715863] [ 0.45324622 0.60375276 0.43669805 0.69527623 0.3938281 ] [ 0.52573312 0.49658946 0.34287787 0.4940777 0.40872188] [ 0.58900774 0.43539363 0.68082554 0.46798328 0.48570967] [ 0.62397983 0.48864616 0.45964115 0.38782188 0.41947905] [ 0.43703317 0.55438514 0.40165974 0.54583946 0.57204219] [ 0.14665658 0.58957313 0.54109941 0.88900317 0.63333132] [ 0.79576589 0.38098605 0.52062371 0.23557762 0.44543877] [ 0.87097648 0.36038139 0.50358886 0.25467804 0.42295895] [ 0.29084979 0.63980058 0.39021371 0.76779492 0.53477758] [ 0.33795701 0.54249394 0.35506351 0.60372666 0.49327777] [ 0.75095589 0.4979051 0.55406196 0.25813068 0.55301129] [ 0.63618182 0.45614853 0.58271816 0.54706532 0.5006061 ] [ 0.46249566 0.44370962 0.63679403 0.63871661 0.36193764] [ 0.76439735 0.47295725 0.57486008 0.27491719 0.41824864] [ 0.67151168 0.28255856 0.60051582 0.51772472 0.40152949] [ 0.26075644 0.65805892 0.30479225 0.87837019 0.49342885] [ 0.67078061 0.53040526 0.37952986 0.44385184 0.34449325] [ 0.88384749 0.4687112 0.46639045 0.19098671 0.38884298] [ 0.70814637 0.33020664 0.50462673 0.2541983 0.3934321 ] [ 0.5563487 0.48656153 0.34799824 0.39322582 0.44460293] [ 0.63934626 0.42692717 0.50578065 0.42185832 0.44232486] [ 0.57732498 0.5979564 0.29602509 0.6448921 0.49460634] [ 0.78497652 0.50645416 0.48765497 0.26021361 0.32058497] [ 0.78576832 0.37072211 0.66376332 0.25470238 0.41165236] [ 0.7231776 0.46036437 0.62287456 0.32129362 0.48707813] [ 0.37316967 0.61425728 0.42183802 0.79302869 0.43486307] [ 0.63794967 0.43274679 0.44040504 0.34528659 0.39139973] [ 0.52506028 0.56221079 0.35685834 0.39149555 0.39200637] [ 0.43750632 0.58109966 0.32636523 0.66745252 0.33103364] [ 0.25790197 0.79268533 0.27933791 0.80743212 0.47872907] [ 0.58588694 0.54534319 0.50631385 0.43827942 0.47037075] [ 0.46548176 0.56352696 0.49570948 0.64157055 0.5937604 ] [ 0.20289088 0.58541761 0.57105697 0.84802035 0.72073767] [ 0.6909588 0.38535233 0.48516883 0.3311869 0.41988121] [ 0.87474007 0.34153004 0.63289951 0.17718356 0.37449677] [ 0.73671369 0.39592963 0.57232243 0.643605 0.40144211] [ 0.53947525 0.45975248 0.50137945 0.24686243 0.49018468] [ 0.50828211 0.43858545 0.47676188 0.72772249 0.39699284] [ 0.61298365 0.36195757 0.58760387 0.45545427 0.40779495] [ 0.7098139 0.44222452 0.48003558 0.4086 0.34329309] [ 0.56658616 0.62490882 0.33217399 0.52685106 0.44564573] [ 0.18672646 0.58707413 0.49857806 0.86918258 0.53341938] [ 0.37070909 0.55341212 0.43602108 0.73886586 0.55466048] [ 0.82977736 0.5426288 0.47752109 0.33582459 0.44766068] [ 0.48639136 0.64144371 0.60111282 0.59896673 0.47038427] [ 0.11558708 0.60266326 0.42826194 0.74361315 0.68309551] [ 0.49626077 0.45746297 0.30142865 0.73168125 0.48866694] [ 0.81279074 0.39209552 0.42851829 0.24632667 0.29489656] [ 0.67849681 0.39920805 0.5017836 0.71593228 0.45069902] [ 0.47358371 0.51529405 0.4952554 0.72352934 0.47525611] [ 0.36532326 0.59647541 0.36660777 0.68632779 0.58396785] [ 0.53895655 0.55859673 0.5560335 0.61341049 0.5214926 ] [ 0.356195 0.61645303 0.3752908 0.62070849 0.5627292 ] [ 0.26541215 0.64123669 0.48484141 0.81138544 0.45030558] [ 0.37983161 0.64140992 0.39143588 0.70596072 0.35290565] [ 0.76360087 0.50068518 0.49566494 0.39435112 0.37199238] [ 0.71927533 0.34077926 0.49141979 0.38820852 0.36606962] [ 0.38691196 0.64422257 0.45578785 0.49769958 0.62151618] [ 0.32065577 0.55979785 0.48730711 0.73818532 0.45726874] [ 0.81197148 0.41109845 0.57416461 0.19493063 0.35447244] [ 0.5469549 0.49506703 0.53109074 0.69688012 0.39685133] [ 0.76948307 0.45434109 0.54295146 0.22734635 0.55659571] [ 0.78004514 0.49370041 0.56338246 0.39371534 0.42543756] [ 0.50893437 0.45613102 0.41300159 0.46286244 0.50416376] [ 0.7856653 0.45492569 0.55794655 0.46627323 0.38952812] [ 0.71620952 0.38221103 0.59844429 0.37727424 0.39431884] [ 0.60851289 0.6222882 0.38642199 0.55363642 0.48108409] [ 0.72242939 0.3759366 0.48897565 0.16770955 0.4363414 ] [ 0.91292601 0.28417507 0.49858933 0.12928672 0.27099433] [ 0.59106827 0.36613199 0.52407403 0.32734061 0.4486985 ] [ 0.40380695 0.52802597 0.57187051 0.59319022 0.52825598] [ 0.82581863 0.37948998 0.525231 0.29732854 0.39263469] [ 0.6883549 0.53077114 0.5789568 0.40744104 0.51892573] [ 0.64914972 0.61607149 0.51064418 0.5588297 0.42494431] [ 0.19378466 0.54764553 0.49755296 0.78347745 0.5362474 ] [ 0.29127286 0.7297861 0.43107574 0.81026663 0.51808955] [ 0.2702106 0.47085155 0.35543048 0.77866096 0.51664161] [ 0.33612574 0.60476239 0.48255859 0.66790685 0.52113714] [ 0.77686926 0.44542586 0.35632888 0.21419607 0.32565658] [ 0.58851559 0.41093799 0.60151374 0.45080698 0.47437053] [ 0.5905418 0.50616687 0.38041598 0.50317624 0.35619252] [ 0.80889015 0.46076266 0.474225 0.29294669 0.43546119] [ 0.4853059 0.49546221 0.43264396 0.59128641 0.33524223] [ 0.62952621 0.51312058 0.57130394 0.59266931 0.49986503] [ 0.41593936 0.55943917 0.50081077 0.75468787 0.41233072] [ 0.62466955 0.41712356 0.46164244 0.49862951 0.36475892] [ 0.65189019 0.4155603 0.59671047 0.22125703 0.56818929] [ 0.62577386 0.50913315 0.54325158 0.46292302 0.42190591] [ 0.26795137 0.62444302 0.53972756 0.90209155 0.62923582] [ 0.09991188 0.57782094 0.38538248 0.69857799 0.63313446] [ 0.37574297 0.44767746 0.4883319 0.39743409 0.43591624] [ 0.38030248 0.62728747 0.3909518 0.64103338 0.44572803] [ 0.303051 0.64095261 0.44498381 0.73621922 0.53232127] [ 0.57651763 0.52069261 0.43683763 0.78699602 0.36242505] [ 0.83683719 0.40629553 0.55278081 0.27693163 0.351828 ] [ 0.23577827 0.60190201 0.52945522 0.78307775 0.64567188] [ 0.4658069 0.66847329 0.56038363 0.53457548 0.44346795] [ 0.61197395 0.52137108 0.42709391 0.37330919 0.53834359] [ 0.59534317 0.49867977 0.46631809 0.4450109 0.39151758] [ 0.72150956 0.51299142 0.59314923 0.41851618 0.45305085] [ 0.42632625 0.67763465 0.37825343 0.72455143 0.54919402] [ 0.76761951 0.48543474 0.52689532 0.46863759 0.46108697] [ 0.55154592 0.37667408 0.59114339 0.34461263 0.466016 ] [ 0.4068816 0.44768475 0.61072074 0.52885703 0.42749015] [ 0.24379744 0.59874706 0.34288308 0.70423474 0.43804376] [ 0.6129155 0.53354394 0.51353448 0.3806853 0.41383387] [ 0.83015345 0.37374241 0.53640275 0.36040957 0.30014572] [ 0.24301915 0.58538077 0.53096296 0.86458599 0.67574725] [ 0.52075854 0.69497133 0.47338792 0.73202281 0.42144694] [ 0.24213354 0.59538635 0.61270745 0.85602475 0.55803434] [ 0.38038112 0.59315697 0.36739028 0.5551046 0.4892511 ] [ 0.80394571 0.60788234 0.4794069 0.37687579 0.34730448] [ 0.76125539 0.46268082 0.40847799 0.24862489 0.37188983] [ 0.45540739 0.58340062 0.46287383 0.66911645 0.43207105] [ 0.53375485 0.44694022 0.44565673 0.36883788 0.57719636] [ 0.41004865 0.44267543 0.50243581 0.83144546 0.58504788] [ 0.64638765 0.54834731 0.56782459 0.44029075 0.44302875] Progress: 45.8% ... Training loss: 0.493 ... Validation loss: 0.813[ 0.50416491 0.45643198 0.5923352 0.38772259 0.4365369 ] [ 0.81419957 0.45907055 0.61927127 0.31092969 0.38658891] [ 0.25807665 0.49880648 0.44780852 0.72161957 0.53109405] [ 0.35140228 0.57672148 0.51289592 0.76449405 0.48277148] [ 0.60378388 0.48407364 0.52968877 0.54044302 0.50058646] [ 0.52250926 0.61265441 0.53679837 0.42354229 0.50497143] [ 0.28324332 0.63240105 0.5139601 0.73769983 0.53658893] [ 0.4318601 0.52739937 0.57325643 0.63304168 0.56523073] [ 0.80190457 0.4774002 0.49962604 0.24562938 0.43449642] [ 0.55675092 0.52459628 0.31260351 0.62667096 0.38645139] [ 0.25094967 0.58535979 0.44966173 0.8166309 0.48332709] [ 0.75877665 0.43133446 0.46165412 0.32846971 0.36837014] [ 0.19887865 0.68394405 0.34301028 0.88727629 0.50768552] [ 0.37960947 0.66395886 0.2754693 0.61566083 0.49774275] [ 0.48161143 0.44822253 0.47963415 0.41442147 0.44387076] [ 0.41837007 0.44928389 0.46426337 0.65084694 0.5192977 ] [ 0.46293505 0.76876651 0.36995154 0.68071355 0.44396423] [ 0.85184927 0.46926196 0.54583765 0.24925014 0.37275335] [ 0.7591264 0.55606033 0.44414966 0.31267411 0.33714096] [ 0.73710613 0.46144258 0.53547932 0.19655548 0.5078944 ] [ 0.6245384 0.49606324 0.51473847 0.49901467 0.46226109] [ 0.65682078 0.32696599 0.6355212 0.53109431 0.47051548] [ 0.5238948 0.59944276 0.44297514 0.45049204 0.41158544] [ 0.54886977 0.52238622 0.47479705 0.62283048 0.35432076] [ 0.63719942 0.43375298 0.65532552 0.69948284 0.43151212] [ 0.25350052 0.67729791 0.46910095 0.733028 0.36302562] [ 0.62053031 0.39060466 0.46213119 0.61890381 0.36254133] [ 0.19161717 0.69163357 0.51484504 0.7323959 0.63056658] [ 0.30360065 0.52301101 0.43611983 0.66370839 0.49421401] [ 0.81594802 0.44204631 0.54621409 0.32434991 0.34482351] [ 0.83101848 0.32878177 0.56796909 0.18641019 0.43894143] [ 0.35871824 0.58448688 0.40086465 0.53981356 0.60275414] [ 0.72476784 0.47812792 0.61560915 0.28080938 0.43990203] [ 0.40423519 0.48934749 0.596944 0.58012956 0.45162582] [ 0.85385608 0.3612034 0.5907076 0.10686439 0.4646814 ] [ 0.78736764 0.34964999 0.63759428 0.23227307 0.41811462] [ 0.33303552 0.66552305 0.42780428 0.80894229 0.63621746] [ 0.29880208 0.49623526 0.39800714 0.76539968 0.58720714] [ 0.51780405 0.46536155 0.49208816 0.62418438 0.41551695] [ 0.20913506 0.57129576 0.35094763 0.91536391 0.65746139] [ 0.49880569 0.62943363 0.43508834 0.61927708 0.43373981] [ 0.58096608 0.42505574 0.63705104 0.74022317 0.43696928] [ 0.60672873 0.46941101 0.33966583 0.59412615 0.35237817] [ 0.82524998 0.47700699 0.47504258 0.40334454 0.38950569] [ 0.52300187 0.51518039 0.52506526 0.83997876 0.52819166] [ 0.42771049 0.54247842 0.40136811 0.51495835 0.40545641] [ 0.7213747 0.456934 0.67109581 0.41403915 0.41237599] [ 0.40140964 0.59586629 0.45978472 0.54743145 0.47197439] [ 0.38386316 0.55638307 0.42465999 0.59872225 0.43558191] [ 0.65565748 0.56441222 0.46096976 0.50860129 0.42287811] [ 0.53651709 0.6269928 0.47679629 0.69708372 0.36562188] [ 0.72832644 0.4387498 0.56855908 0.48367217 0.43050679] [ 0.88671019 0.32680581 0.47377433 0.18798741 0.39358084] [ 0.45093153 0.49448076 0.53440369 0.43325903 0.40739948] [ 0.33160027 0.6170418 0.37788676 0.63319239 0.47855908] [ 0.65627695 0.43499037 0.38898415 0.33850561 0.42742704] [ 0.63092472 0.60022515 0.34979403 0.50394207 0.33940264] [ 0.72484852 0.4519713 0.49123608 0.28664164 0.41367029] [ 0.77932552 0.50042313 0.39421691 0.46165501 0.32095102] [ 0.51706262 0.49116175 0.37678947 0.61912377 0.4239062 ] [ 0.3543257 0.57500767 0.44939257 0.65742893 0.36668275] [ 0.78431804 0.40456141 0.57023221 0.36583738 0.42227259] [ 0.43707868 0.56967824 0.35745499 0.65709825 0.31884974] [ 0.69472554 0.62108836 0.52666852 0.46592164 0.4591752 ] [ 0.54544656 0.52886398 0.34081664 0.45480718 0.37337057] [ 0.18896115 0.48702272 0.4018391 0.86958096 0.58728985] [ 0.77677753 0.35449091 0.4447619 0.34346834 0.43597363] [ 0.701706 0.52480641 0.59101275 0.23062104 0.43677718] [ 0.57087776 0.52142813 0.64073844 0.3870333 0.45693905] [ 0.81918061 0.36401635 0.61070849 0.20139166 0.43250951] [ 0.64322283 0.47384957 0.53730536 0.25358779 0.51471907] [ 0.50245519 0.56225918 0.55276111 0.53886171 0.39828891] [ 0.55572279 0.47533274 0.54686608 0.48591027 0.56172821] [ 0.39248371 0.44797318 0.69568652 0.582288 0.60154911] [ 0.61903645 0.51112274 0.37738351 0.38973956 0.53082775] [ 0.26656166 0.58829899 0.34494387 0.80339217 0.66421812] [ 0.7591922 0.56689227 0.42359933 0.39821316 0.34856122] [ 0.68308538 0.42193882 0.40937126 0.34919775 0.54355197] [ 0.28753353 0.5210738 0.39795355 0.58687 0.69684875] [ 0.35603385 0.5405504 0.39287783 0.66398341 0.44582136] [ 0.63357498 0.46187467 0.38617988 0.57969338 0.33773323] [ 0.45067779 0.49135914 0.61438399 0.60520572 0.52327921] [ 0.36141861 0.4772115 0.57357892 0.7769772 0.5651548 ] [ 0.48161143 0.44822253 0.47963415 0.41442147 0.44387076] [ 0.62356931 0.49725037 0.56915192 0.30751836 0.45413875] [ 0.6158849 0.49284857 0.37287486 0.40015446 0.38563271] [ 0.33701649 0.57450232 0.52010633 0.80955515 0.55368647] [ 0.24643453 0.5821937 0.32172449 0.90075002 0.64957499] [ 0.47106549 0.69916475 0.33687786 0.68552765 0.29642519] [ 0.34784158 0.56242563 0.37242938 0.82138814 0.47087878] [ 0.54952305 0.5024898 0.46923419 0.57804771 0.38689609] [ 0.53932667 0.54718066 0.5065575 0.44140094 0.49238383] [ 0.27562083 0.55783176 0.52580962 0.77791479 0.36804118] [ 0.51600414 0.55483452 0.4696019 0.46994402 0.65492009] [ 0.39864251 0.48234138 0.46436243 0.67446146 0.4970058 ] [ 0.55372801 0.4441516 0.59443073 0.3296448 0.49442867] [ 0.59060465 0.5207602 0.40993794 0.54641505 0.4179365 ] [ 0.71943518 0.45667138 0.39796523 0.67666907 0.30065875] [ 0.60018274 0.50357074 0.48096312 0.52537489 0.44003946] [ 0.55001363 0.52341876 0.57818546 0.59265055 0.34733743] [ 0.81543348 0.4997596 0.43693096 0.20516251 0.31956066] [ 0.75896421 0.53506679 0.63859284 0.45476735 0.33956503] [ 0.75730409 0.47105498 0.53674599 0.18328061 0.3827629 ] [ 0.28009349 0.62762643 0.50275285 0.63758722 0.62044527] [ 0.55926859 0.52407236 0.39457211 0.72973332 0.36244954] [ 0.21620083 0.60895352 0.49117852 0.87817662 0.55673918] [ 0.33740099 0.59192683 0.33055199 0.52222886 0.39726765] [ 0.57888806 0.41137241 0.49626187 0.64495642 0.40442609] [ 0.61020722 0.3516579 0.37464081 0.53321417 0.34144189] [ 0.66672468 0.51643324 0.4126571 0.43082613 0.39401716] [ 0.36885129 0.66570856 0.39745673 0.51166389 0.4852418 ] [ 0.35857867 0.42796529 0.63872872 0.73065008 0.58376485] [ 0.31502983 0.5876878 0.40509707 0.77273037 0.45777532] [ 0.70778496 0.34826099 0.63975094 0.40113322 0.4380686 ] [ 0.28299026 0.6724755 0.41002602 0.71543893 0.46717245] [ 0.12026211 0.56990303 0.48624201 0.83593664 0.53014152] [ 0.57647931 0.51496745 0.35177503 0.29520662 0.41254035] [ 0.83087142 0.53903099 0.44672578 0.29960491 0.41084079] [ 0.64326278 0.3854043 0.59196419 0.18420885 0.42485065] [ 0.71853737 0.44842425 0.56128748 0.36456888 0.45893449] [ 0.48798556 0.4145367 0.43318083 0.64838001 0.39615085] [ 0.8182853 0.45837794 0.5574309 0.30627816 0.40530373] [ 0.32127788 0.56446969 0.50301021 0.75175181 0.63653468] [ 0.61036192 0.4679451 0.49142781 0.45073128 0.35574855] [ 0.42204077 0.61299208 0.40801792 0.55976427 0.48011609] [ 0.74110328 0.31308217 0.67158425 0.26199663 0.40473588] [ 0.68860922 0.5660147 0.52490316 0.32062307 0.53990189] [ 0.72405578 0.43450132 0.48657609 0.34190499 0.47574475] Progress: 45.8% ... Training loss: 0.493 ... Validation loss: 0.809[ 0.30527613 0.64120103 0.44206022 0.58896795 0.49091967] [ 0.63089836 0.60368057 0.28707465 0.39201842 0.43689775] [ 0.19009788 0.7608368 0.4471007 0.73621578 0.54273627] [ 0.55762284 0.56689872 0.46496619 0.74083173 0.36153198] [ 0.70346704 0.55168829 0.51166825 0.42537479 0.39891977] [ 0.50198467 0.47184123 0.58727506 0.42359488 0.48813028] [ 0.14725588 0.64881489 0.46004698 0.82606883 0.43246688] [ 0.48982977 0.54486013 0.47223599 0.73116596 0.42162676] [ 0.3146994 0.68663438 0.35821834 0.63086136 0.5239141 ] [ 0.61028076 0.61025977 0.53410476 0.52719424 0.36903642] [ 0.1998307 0.63035182 0.5320158 0.87102215 0.59818413] [ 0.26015151 0.73227161 0.37567166 0.72334294 0.4122013 ] [ 0.36711302 0.68938453 0.45101276 0.70615865 0.59197624] [ 0.16590615 0.66030251 0.4195619 0.9213441 0.60056995] [ 0.75788069 0.31874511 0.55241772 0.19446881 0.41527408] [ 0.27633357 0.72320301 0.416822 0.73081177 0.51497031] [ 0.72187706 0.55223335 0.23305733 0.54576102 0.37213075] [ 0.56227704 0.49192912 0.48238602 0.70859898 0.34508506] [ 0.50037973 0.46822336 0.6837252 0.76874296 0.47746605] [ 0.14364016 0.6446525 0.51653946 0.85293724 0.52842961] [ 0.24264534 0.57897576 0.50198711 0.80583507 0.64676695] [ 0.69622185 0.43250978 0.49890642 0.44760474 0.44800105] [ 0.66919799 0.45162693 0.47805714 0.5515109 0.31646856] [ 0.74479221 0.43932852 0.50831857 0.35781821 0.41371602] [ 0.72676908 0.42420512 0.38875965 0.25840228 0.30456166] [ 0.24827849 0.74011075 0.25527049 0.86353539 0.57527146] [ 0.55615805 0.48249486 0.52957745 0.62829645 0.40921855] [ 0.84198496 0.41821631 0.50684859 0.24651444 0.40277743] [ 0.54447919 0.52719747 0.48487204 0.46668693 0.38799571] [ 0.21990125 0.56236489 0.41169871 0.84410282 0.51219078] [ 0.53404519 0.47912922 0.70760458 0.59321331 0.54444466] [ 0.69771686 0.42755375 0.6150082 0.63805178 0.43309807] [ 0.7530379 0.36373316 0.60942451 0.29358034 0.50796707] [ 0.52745903 0.48433368 0.53606363 0.50673311 0.45598791] [ 0.67007728 0.40169558 0.5032461 0.63409035 0.2913889 ] [ 0.63329816 0.50321213 0.44246711 0.37015116 0.40280757] [ 0.60287072 0.44278815 0.60145989 0.63784421 0.40467966] [ 0.78488259 0.43030454 0.53543312 0.37131988 0.35113764] [ 0.25748944 0.49916946 0.44766018 0.72198197 0.53122565] [ 0.18225364 0.57182174 0.4923119 0.86023158 0.54922136] [ 0.17146378 0.54305555 0.55808004 0.77746956 0.54673645] [ 0.42987408 0.50160296 0.54465692 0.80522988 0.46369835] [ 0.62957568 0.36645382 0.47441363 0.3522912 0.39996055] [ 0.67086394 0.36280296 0.66291012 0.35547239 0.39491214] [ 0.76336331 0.42736193 0.39175293 0.18397151 0.26340166] [ 0.57621502 0.44166915 0.5232666 0.34703227 0.52283628] [ 0.75346232 0.48313611 0.39615561 0.57917301 0.46868638] [ 0.48969412 0.60167951 0.39083225 0.50353925 0.49716672] [ 0.24523292 0.65830344 0.58063766 0.74410612 0.67412185] [ 0.89893303 0.29183238 0.4070799 0.16027436 0.35839081] [ 0.55841243 0.37790615 0.60643931 0.24625409 0.46993129] [ 0.87020882 0.36111376 0.5032637 0.25536335 0.4232448 ] [ 0.65835198 0.57333003 0.57100592 0.41671338 0.31606616] [ 0.47931002 0.49175189 0.48756737 0.38256894 0.46137605] [ 0.40117847 0.4866903 0.54190699 0.76538805 0.56646124] [ 0.3916237 0.50423234 0.43122817 0.64461466 0.34458829] [ 0.18912866 0.59828122 0.54568729 0.93752033 0.65918367] [ 0.69911003 0.49606049 0.59199522 0.29881251 0.45076718] [ 0.46696972 0.48230048 0.52990681 0.75068928 0.48556784] [ 0.7535189 0.56096363 0.38663365 0.45559981 0.37606257] [ 0.83872711 0.35189299 0.59301941 0.17045926 0.42405886] [ 0.41030376 0.51860743 0.50010732 0.63206526 0.40843379] [ 0.5425922 0.35678295 0.53898429 0.47985406 0.53689853] [ 0.78097599 0.52866931 0.49138692 0.4504776 0.26140362] [ 0.54862465 0.47456437 0.61102431 0.30457203 0.57882032] [ 0.72291831 0.41787533 0.53063382 0.64340646 0.37517507] [ 0.53095198 0.55283771 0.44397814 0.76260498 0.38582339] [ 0.65894553 0.53186915 0.47929354 0.46022387 0.3968014 ] [ 0.82175859 0.41728678 0.43810331 0.33168746 0.34000206] [ 0.56159608 0.45504116 0.5450979 0.70699519 0.50171038] [ 0.81878247 0.46096337 0.45760651 0.2432507 0.30340088] [ 0.44079238 0.57274611 0.47849723 0.67346794 0.503894 ] [ 0.34673383 0.69769886 0.57150412 0.59749265 0.53862158] [ 0.17288552 0.58287891 0.38987503 0.86564119 0.48626678] [ 0.53670348 0.42668562 0.380293 0.58314386 0.48915388] [ 0.64253989 0.41332262 0.71083537 0.44721058 0.44150143] [ 0.62592424 0.5386836 0.47944439 0.5044748 0.40595033] [ 0.72854698 0.54165221 0.57588512 0.47663014 0.44116945] [ 0.5128625 0.62499711 0.47206131 0.55309864 0.50768278] [ 0.4023236 0.5376262 0.40474052 0.58639816 0.52431373] [ 0.5773079 0.52173123 0.43056242 0.4668496 0.40952019] [ 0.71226402 0.55278488 0.49644616 0.45673574 0.42390224] [ 0.58776534 0.61115051 0.51364283 0.45489163 0.42477796] [ 0.24000064 0.55204106 0.5073673 0.75021251 0.68313963] [ 0.68138703 0.58918017 0.40785699 0.42152155 0.33042132] [ 0.76385799 0.42467321 0.52444791 0.31016754 0.37069861] [ 0.791407 0.47832352 0.51719177 0.17045876 0.31463414] [ 0.36067511 0.58417649 0.51055479 0.63203191 0.41153803] [ 0.57467016 0.43138021 0.43629725 0.38853389 0.46325361] [ 0.40909299 0.51311381 0.43308525 0.68257857 0.55498905] [ 0.74981015 0.41727197 0.54721779 0.25195059 0.39212053] [ 0.20779768 0.64129863 0.40063975 0.83468895 0.43562996] [ 0.72445132 0.34477479 0.66022673 0.52748845 0.35815922] [ 0.69630639 0.5372298 0.4235274 0.52939694 0.34718111] [ 0.42544623 0.46931523 0.62050929 0.64218314 0.52088621] [ 0.23973968 0.59671438 0.42811179 0.50260886 0.56503752] [ 0.43448533 0.64581209 0.39794274 0.53005609 0.38854165] [ 0.84926409 0.41866203 0.48435376 0.21093426 0.44214681] [ 0.33470283 0.46336634 0.55271094 0.69256498 0.5461921 ] [ 0.82193434 0.37379477 0.5260407 0.20614005 0.40048118] [ 0.56325695 0.56283671 0.45213704 0.57867261 0.45373729] [ 0.59291052 0.64028737 0.52889232 0.54107505 0.50731737] [ 0.63361286 0.68001692 0.33727543 0.6759264 0.38510833] [ 0.25232075 0.70155712 0.39201127 0.66467545 0.4469627 ] [ 0.655142 0.37251537 0.70326432 0.46241136 0.44953854] [ 0.79409014 0.4206993 0.37763555 0.31616824 0.40950782] [ 0.52872035 0.55358555 0.56723849 0.50417508 0.62653529] [ 0.50304129 0.50157771 0.49171354 0.53416238 0.48901094] [ 0.65403595 0.31669631 0.61509736 0.73641149 0.40296946] [ 0.88815963 0.42094955 0.48408345 0.18897081 0.39443312] [ 0.7242819 0.52279081 0.40044229 0.35344272 0.36950713] [ 0.35966249 0.53259044 0.45097379 0.75381461 0.34514505] [ 0.35737339 0.6501058 0.57384389 0.59457886 0.61490052] [ 0.72036458 0.31046226 0.51496096 0.31927513 0.39785098] [ 0.62414763 0.51639564 0.45945581 0.61732839 0.35493351] [ 0.63117062 0.55762281 0.37607611 0.42397844 0.36782649] [ 0.81155505 0.61260171 0.48316369 0.4493062 0.36124204] [ 0.57778736 0.48132581 0.57416904 0.36842989 0.64967389] [ 0.67485607 0.62518137 0.35928845 0.39660529 0.41029969] [ 0.57156594 0.50276507 0.52499236 0.35157071 0.4588917 ] [ 0.3505881 0.57660953 0.46354967 0.84488687 0.57205795] [ 0.22806511 0.5840502 0.42906714 0.85061661 0.51452908] [ 0.350691 0.63250552 0.50428633 0.68717893 0.49102177] [ 0.6087319 0.50434101 0.60478927 0.37417852 0.34715726] [ 0.54752773 0.63402029 0.42873074 0.44378987 0.45285528] [ 0.61731013 0.51795807 0.36018989 0.55036488 0.44756308] [ 0.16358371 0.48147962 0.4168303 0.8904526 0.54291947] [ 0.7004755 0.52349137 0.35972654 0.5051847 0.48586126] Progress: 45.9% ... Training loss: 0.493 ... Validation loss: 0.808[ 0.6845476 0.37806175 0.70745374 0.47085723 0.35570944] [ 0.60697486 0.60366422 0.45450661 0.50349863 0.56251783] [ 0.28810292 0.53261591 0.45169983 0.81156514 0.54587172] [ 0.70845326 0.36073319 0.68654215 0.45704905 0.45914978] [ 0.85366812 0.36139535 0.59062542 0.10690213 0.46476019] [ 0.58122354 0.4775611 0.5504868 0.69077847 0.45917806] [ 0.40663075 0.58636642 0.4856153 0.75334214 0.5164355 ] [ 0.18383719 0.64749673 0.4533792 0.86602468 0.45517237] [ 0.63957295 0.43143438 0.39568226 0.41934657 0.32724784] [ 0.55679659 0.43649891 0.4793549 0.3186137 0.5326153 ] [ 0.55081835 0.45071485 0.57951054 0.4562754 0.29777291] [ 0.4566319 0.63364695 0.50951642 0.67381313 0.44710628] [ 0.1732967 0.62094457 0.38096316 0.89100213 0.55244954] [ 0.38342866 0.54106657 0.59259631 0.71700204 0.59743046] [ 0.46956941 0.34854789 0.5187615 0.68430782 0.44137261] [ 0.86111303 0.46683757 0.57122627 0.31965401 0.31179371] [ 0.61679835 0.53205999 0.41926829 0.49988578 0.3366238 ] [ 0.40695174 0.53470831 0.41283253 0.61135514 0.62237854] [ 0.32642405 0.69433073 0.33747951 0.71312911 0.51934334] [ 0.35984794 0.57266209 0.48680759 0.56136422 0.44986024] [ 0.67523179 0.30736517 0.68324534 0.44953865 0.41263375] [ 0.56591889 0.36225889 0.51401118 0.65287631 0.34660147] [ 0.3778641 0.53677491 0.54231026 0.58702016 0.53829161] [ 0.77326299 0.44454154 0.51249125 0.24855539 0.27694901] [ 0.69817494 0.39804109 0.65727958 0.57734784 0.36149353] [ 0.49632325 0.39024076 0.59619047 0.39590331 0.53582113] [ 0.58174037 0.47985559 0.47388886 0.36265753 0.55609579] [ 0.4149914 0.46557433 0.45890819 0.62209489 0.52757024] [ 0.45381199 0.6928726 0.36142559 0.51278895 0.56605022] [ 0.25969695 0.60177252 0.41151141 0.71411513 0.48431028] [ 0.20254631 0.58866417 0.4982545 0.83170305 0.5475107 ] [ 0.77460144 0.3519856 0.68574701 0.3922172 0.34330806] [ 0.58713767 0.64943124 0.35552902 0.45316075 0.48252733] [ 0.54926595 0.46419264 0.63510292 0.6624842 0.47399533] [ 0.51098 0.46295081 0.39798693 0.55105625 0.47906939] [ 0.23505496 0.63937691 0.46830127 0.64040913 0.57164183] [ 0.58081838 0.47241003 0.6099884 0.31315878 0.55059514] [ 0.38412617 0.52577237 0.4075457 0.69444856 0.46907678] [ 0.25304958 0.60305979 0.40126946 0.87342433 0.39890912] [ 0.74245739 0.57362253 0.52298927 0.47351816 0.44149819] [ 0.36885308 0.61334299 0.41351098 0.5029755 0.49073074] [ 0.62527154 0.52583282 0.45687512 0.35665277 0.53903318] [ 0.74332985 0.3718628 0.5767172 0.25845899 0.46802049] [ 0.35032181 0.56856476 0.46889091 0.73430104 0.5409794 ] [ 0.60885174 0.60163932 0.45603468 0.3973738 0.53100302] [ 0.45933776 0.48388828 0.47284757 0.59347871 0.61780863] [ 0.68016388 0.46950253 0.40801839 0.53945094 0.42674513] [ 0.30106089 0.46249907 0.38420491 0.69626003 0.5886815 ] [ 0.82474554 0.3397044 0.55577683 0.25550955 0.44446764] [ 0.55595132 0.51846049 0.45996234 0.53156986 0.4091387 ] [ 0.6076847 0.58512526 0.38555583 0.35300155 0.38613906] [ 0.71230072 0.46385117 0.4874171 0.34185786 0.47509942] [ 0.73058706 0.29083806 0.50422518 0.24291285 0.38225084] [ 0.49859659 0.59126927 0.32770381 0.66784325 0.26007192] [ 0.5166586 0.48184026 0.53650863 0.6191851 0.43923291] [ 0.82620951 0.3400073 0.56195651 0.23205522 0.41958613] [ 0.21362693 0.6928089 0.33505532 0.84361265 0.3795239 ] [ 0.15648865 0.67603976 0.37780701 0.86214415 0.49956288] [ 0.74819271 0.42991474 0.49848233 0.34204253 0.42394702] [ 0.35775849 0.64999497 0.57388656 0.59434344 0.61487855] [ 0.59630361 0.53997688 0.49593353 0.70297285 0.35791829] [ 0.21853532 0.5267548 0.46509909 0.83601093 0.54036758] [ 0.20972292 0.53389607 0.49774696 0.72577592 0.47972372] [ 0.66050308 0.49358989 0.56043516 0.40744279 0.61687807] [ 0.60591005 0.46997563 0.3394492 0.59458153 0.35257767] [ 0.70643707 0.49293185 0.4402874 0.24285531 0.42884783] [ 0.45490564 0.50519682 0.53419443 0.56072618 0.44524436] [ 0.55788389 0.56686268 0.46496011 0.74070518 0.36154079] [ 0.17364462 0.72794457 0.44132732 0.85020454 0.60115298] [ 0.51098 0.46295081 0.39798693 0.55105625 0.47906939] [ 0.48553672 0.41574168 0.43267787 0.64970097 0.39657619] [ 0.83038031 0.36188731 0.56040584 0.17337311 0.39578891] [ 0.62137771 0.54455347 0.49840011 0.37365962 0.36999927] [ 0.66032799 0.53487663 0.36760138 0.51124221 0.39348428] [ 0.30594724 0.72897377 0.29810334 0.70016148 0.51711168] [ 0.7794303 0.49411688 0.56320492 0.39411699 0.42560655] [ 0.46900999 0.45577274 0.40803239 0.56930221 0.48345185] [ 0.72807763 0.43868836 0.49783303 0.43194372 0.4035499 ] [ 0.43022941 0.44466389 0.43110523 0.87819366 0.51937438] [ 0.24520447 0.6008391 0.37071262 0.86169516 0.50219461] [ 0.77239982 0.3605777 0.6123169 0.30856154 0.47060121] [ 0.66950178 0.28007328 0.63036557 0.60087987 0.45442532] [ 0.49523666 0.43192156 0.59268804 0.7493048 0.51474591] [ 0.19369283 0.67275793 0.45158248 0.74520436 0.53217153] [ 0.4393382 0.66381513 0.41827015 0.70428212 0.42128115] [ 0.45976091 0.54221595 0.54302984 0.55637473 0.515035 ] [ 0.75759859 0.51364647 0.53518002 0.23876058 0.3382728 ] [ 0.71323405 0.53967883 0.5787285 0.38207161 0.45451405] [ 0.76223202 0.40287274 0.44153502 0.27797997 0.39179648] [ 0.82894286 0.33052064 0.37588188 0.18436735 0.29290608] [ 0.79347308 0.41349317 0.48580851 0.17674062 0.36744482] [ 0.31525349 0.52227913 0.40466912 0.64415219 0.42629269] [ 0.35893393 0.69524788 0.35705336 0.7028057 0.43018272] [ 0.41848751 0.49595788 0.45707309 0.53776685 0.46207564] [ 0.16669838 0.66840654 0.38491567 0.8786537 0.5628673 ] [ 0.74139713 0.44619826 0.62510403 0.25240149 0.52180157] [ 0.12356 0.64024649 0.46510056 0.85415828 0.48403852] [ 0.83072257 0.37873413 0.58254645 0.22499524 0.413478 ] [ 0.63934116 0.35371467 0.59210342 0.51331676 0.34896198] [ 0.27944157 0.56146891 0.4138072 0.73931207 0.43866596] [ 0.75541046 0.43314075 0.49814175 0.3141736 0.33041428] [ 0.66390945 0.23668149 0.59223843 0.29195232 0.47794227] [ 0.51730327 0.44292195 0.60802454 0.44452366 0.46848348] [ 0.28643678 0.64032042 0.53848341 0.79504431 0.59190561] [ 0.66171826 0.48963891 0.48845447 0.34454061 0.37820243] [ 0.58089191 0.51155598 0.50513048 0.47910026 0.34351892] [ 0.55510317 0.45962471 0.48151675 0.57386994 0.62223529] [ 0.77137826 0.26701147 0.45699368 0.19418011 0.33158834] [ 0.37870235 0.56322513 0.46924837 0.80410453 0.60759361] [ 0.67469848 0.43219198 0.6362968 0.65483479 0.36675606] [ 0.77115986 0.54651432 0.49646776 0.36932034 0.36622794] [ 0.56723188 0.56073649 0.45104462 0.57483429 0.58874948] [ 0.27523847 0.55696306 0.44944499 0.54586367 0.62372453] [ 0.18042077 0.48924725 0.45972868 0.73756144 0.67337955] [ 0.18918779 0.70681006 0.38354506 0.78178484 0.60030081] [ 0.24498117 0.55072262 0.53237685 0.86200443 0.54039714] [ 0.29224573 0.71424187 0.41501621 0.72904053 0.59060472] [ 0.77500406 0.36340067 0.5135721 0.23415304 0.34017129] [ 0.5388521 0.68641416 0.3880142 0.68468274 0.50318949] [ 0.71823119 0.27253078 0.37778343 0.21739622 0.39799917] [ 0.78016126 0.50392195 0.60727024 0.21194557 0.48194514] [ 0.68577624 0.67141141 0.35095193 0.56668113 0.37601059] [ 0.79469533 0.523834 0.54251982 0.48730599 0.38151667] [ 0.41168899 0.55984102 0.46275867 0.69797948 0.41639868] [ 0.65486213 0.40368601 0.60977103 0.31278677 0.41940564] [ 0.58761481 0.49713704 0.49990442 0.34921965 0.47524124] [ 0.42152056 0.48884484 0.43882439 0.65897534 0.59771398] [ 0.33030743 0.59532547 0.50817973 0.69351808 0.49043719] Progress: 45.9% ... Training loss: 0.492 ... Validation loss: 0.807[ 0.7582312 0.37902512 0.61399377 0.14773304 0.48998968] [ 0.67410473 0.51614918 0.39628394 0.3055528 0.28022799] [ 0.42780919 0.51248352 0.52818921 0.82986752 0.44257848] [ 0.3965072 0.46186362 0.6167795 0.5890433 0.54601685] [ 0.35364552 0.68243816 0.45132331 0.67014826 0.34861523] [ 0.45802354 0.48038873 0.54653524 0.52587535 0.39904517] [ 0.40866458 0.51125896 0.322285 0.62844517 0.35549141] [ 0.33100046 0.55100138 0.50861983 0.8100177 0.49729433] [ 0.67611863 0.60445922 0.50865927 0.57526832 0.49923117] [ 0.43111701 0.68414689 0.35149567 0.74968529 0.46469524] [ 0.18403536 0.53112257 0.40648449 0.89315109 0.45404026] [ 0.70649061 0.50015433 0.57976733 0.19448503 0.53223798] [ 0.37853984 0.65277645 0.41008734 0.54551869 0.47707101] [ 0.42284356 0.67574196 0.31520573 0.59046803 0.46919204] [ 0.6301243 0.42163711 0.62569813 0.71761503 0.41359411] [ 0.55641484 0.53142064 0.57913314 0.50994689 0.48952388] [ 0.6280084 0.59205644 0.3889295 0.49015672 0.42970355] [ 0.45699463 0.4861194 0.51461703 0.46620117 0.50122833] [ 0.37361219 0.48375476 0.41948946 0.66460453 0.40218712] [ 0.54489167 0.4706056 0.5513788 0.59435703 0.36267672] [ 0.42615932 0.46928456 0.62048749 0.64183392 0.52092215] [ 0.69295717 0.36047183 0.67069509 0.25944701 0.46661811] [ 0.275054 0.56955374 0.45881236 0.80372243 0.45105228] [ 0.24593944 0.621503 0.39459612 0.57783582 0.53411532] [ 0.78985794 0.31450811 0.52955459 0.29073512 0.42312189] [ 0.68634214 0.43390841 0.57170515 0.42759574 0.36296078] [ 0.38409443 0.48523782 0.40811325 0.70707126 0.45777335] [ 0.56527468 0.39689834 0.52929343 0.51632764 0.55001154] [ 0.56898206 0.529757 0.48118656 0.44929521 0.33702777] [ 0.54566059 0.50901817 0.62872592 0.38759928 0.37411075] [ 0.33618362 0.54014787 0.57787595 0.74057964 0.52010015] [ 0.3920861 0.58514835 0.55151556 0.65683791 0.59725295] [ 0.34952809 0.71213799 0.3370712 0.67467071 0.41285908] [ 0.67025364 0.49485603 0.42400439 0.43579019 0.38921053] [ 0.4764473 0.62029456 0.41037522 0.82740555 0.43486725] [ 0.45374327 0.60397178 0.43653343 0.69489649 0.39402028] [ 0.74768443 0.48237269 0.50764981 0.18728299 0.39702764] [ 0.2302025 0.72162882 0.34836209 0.82868915 0.43597778] [ 0.18580769 0.58084279 0.39326554 0.68253586 0.58788813] [ 0.58802249 0.43606246 0.68055464 0.46863315 0.48598995] [ 0.51760287 0.49157725 0.44417085 0.62374308 0.39355913] [ 0.62346653 0.37622294 0.69899453 0.5699224 0.46847403] [ 0.57714862 0.35074987 0.55451423 0.57670464 0.56572388] [ 0.74127013 0.54271126 0.39725619 0.62423333 0.3909551 ] [ 0.65961602 0.48642934 0.51968193 0.49004153 0.47511009] [ 0.46363062 0.63121565 0.37811868 0.63695079 0.54823695] [ 0.48297909 0.55826705 0.40737017 0.61782605 0.55692242] [ 0.65878056 0.49399448 0.65477215 0.42065117 0.47104728] [ 0.75777618 0.36326142 0.49644537 0.32497042 0.43915714] [ 0.69201711 0.41665182 0.53653694 0.52875165 0.3983165 ] [ 0.74851604 0.47408554 0.49370573 0.21889282 0.39271018] [ 0.66954938 0.52885865 0.61181 0.53156572 0.45855013] [ 0.62712001 0.62706416 0.4175239 0.65526085 0.33719414] [ 0.21567317 0.67508537 0.31037632 0.83120166 0.46484653] [ 0.3476059 0.60499519 0.42698438 0.50999805 0.56637604] [ 0.59886132 0.35427137 0.49822638 0.44364632 0.46622275] [ 0.52689965 0.42597103 0.62847025 0.503396 0.38579395] [ 0.70549923 0.39250298 0.52353567 0.55019599 0.38628746] [ 0.45242566 0.60462859 0.36264107 0.60124849 0.4365207 ] [ 0.46802092 0.4316391 0.533578 0.81494828 0.58303711] [ 0.46600697 0.52743332 0.48684551 0.42643216 0.39450229] [ 0.44291487 0.70068583 0.39611649 0.64666229 0.47347578] [ 0.14307372 0.61952874 0.36638827 0.87716634 0.53078671] [ 0.60252965 0.5454283 0.54255621 0.4172156 0.40882326] [ 0.45967709 0.54212172 0.46845536 0.5447646 0.58190515] [ 0.22227783 0.60973117 0.3519187 0.72376319 0.53382191] [ 0.54250706 0.48154708 0.4970454 0.50394789 0.47403874] [ 0.6295473 0.5142465 0.40454131 0.42968201 0.47352808] [ 0.17363445 0.59829939 0.39670699 0.84238161 0.6309511 ] [ 0.48717906 0.41493113 0.58886743 0.67230741 0.4821427 ] [ 0.62668424 0.57432905 0.38221994 0.35368062 0.29332107] [ 0.68501009 0.52408477 0.52786115 0.39426518 0.44547162] [ 0.31499018 0.55181126 0.41301578 0.61562256 0.48620182] [ 0.76106848 0.41556741 0.66840417 0.2286997 0.35225582] [ 0.60473579 0.45023879 0.4875064 0.46128829 0.48645301] [ 0.92051371 0.30553245 0.63004869 0.11396407 0.32788407] [ 0.46598996 0.61441663 0.42278226 0.68785208 0.43044333] [ 0.60074358 0.52964692 0.23692528 0.5173005 0.3179607 ] [ 0.63585583 0.59388163 0.53116693 0.30644321 0.5879021 ] [ 0.37675082 0.48959655 0.55312439 0.72400257 0.4709897 ] [ 0.23185926 0.50469708 0.55738728 0.87347854 0.62458642] [ 0.50685611 0.36783289 0.50126475 0.61525415 0.51360892] [ 0.44104455 0.57420558 0.34587804 0.6063792 0.37412252] [ 0.72373105 0.41762517 0.53070769 0.64294037 0.37512556] [ 0.7771559 0.50342393 0.55203391 0.29722367 0.40097287] [ 0.63490821 0.56374048 0.47227032 0.64173636 0.40896342] [ 0.65058912 0.39113363 0.45231024 0.37429023 0.49050627] [ 0.77438122 0.44383995 0.61082872 0.57621029 0.37046307] [ 0.48455082 0.4648453 0.4656228 0.51086161 0.49614419] [ 0.79665747 0.41123241 0.5664047 0.26871365 0.335936 ] [ 0.49614772 0.45802837 0.30120904 0.73147813 0.48895945] [ 0.26773466 0.63107995 0.4680355 0.73338985 0.55142215] [ 0.46011539 0.52249706 0.43461034 0.42177792 0.53472168] [ 0.29265462 0.56233483 0.32268339 0.54781255 0.58307665] [ 0.28296618 0.63554467 0.29999875 0.80611112 0.51901964] [ 0.46775861 0.47524161 0.55771897 0.55612775 0.45301218] [ 0.49576754 0.61660805 0.43621967 0.51903241 0.36003376] [ 0.36653261 0.66202141 0.31650009 0.68628319 0.57990002] [ 0.54429888 0.62614452 0.31078218 0.52667872 0.38162834] [ 0.6057828 0.52256323 0.57261523 0.6264984 0.43311768] [ 0.53200558 0.51357487 0.38866105 0.6642183 0.29218413] [ 0.43792079 0.59230641 0.46734555 0.68879614 0.61658332] [ 0.5985234 0.58641561 0.36259126 0.65916706 0.42503378] [ 0.8045373 0.50823629 0.48452082 0.4902692 0.37226229] [ 0.53476129 0.62794724 0.47634709 0.69799074 0.36600039] [ 0.82713544 0.49650936 0.59084083 0.33646869 0.37667589] [ 0.7657325 0.38234042 0.53664562 0.23644499 0.40243853] [ 0.61023741 0.60869603 0.37635538 0.36337128 0.3240736 ] [ 0.62103474 0.54948467 0.53993008 0.45297036 0.43240684] [ 0.2902323 0.57974666 0.52587388 0.73351324 0.51659963] [ 0.57482766 0.53218506 0.49471269 0.31984737 0.30148917] [ 0.4873759 0.48821541 0.46489997 0.63574093 0.42706993] [ 0.54483469 0.4090093 0.58201246 0.56466446 0.40289937] [ 0.55895393 0.43685773 0.5209717 0.62247288 0.33744166] [ 0.50923482 0.46539308 0.41205388 0.53549294 0.5189496 ] [ 0.20387624 0.54838533 0.56939664 0.88728243 0.63139437] [ 0.68189563 0.30484322 0.5211554 0.30724924 0.48633798] [ 0.41377367 0.47576011 0.52172052 0.44559537 0.4319234 ] [ 0.67084296 0.54174867 0.51725683 0.45869836 0.52583365] [ 0.72422833 0.38571985 0.57213153 0.45744313 0.35928085] [ 0.24593944 0.621503 0.39459612 0.57783582 0.53411532] [ 0.47997369 0.51684967 0.51599768 0.50187504 0.61831086] [ 0.57054853 0.50430288 0.46879394 0.4556398 0.42987278] [ 0.59358649 0.57674396 0.49615538 0.47506466 0.47665394] [ 0.57900832 0.50258321 0.49077483 0.34951905 0.34132784] [ 0.29866165 0.43199087 0.40367507 0.45859902 0.72513681] [ 0.36006742 0.53286442 0.43446666 0.65129153 0.44326202] [ 0.64025173 0.57710271 0.36752626 0.56533041 0.40400371] Progress: 46.0% ... Training loss: 0.492 ... Validation loss: 0.808[ 0.83945366 0.3979024 0.59813828 0.18671639 0.41765763] [ 0.62351937 0.49939939 0.28576191 0.49224494 0.42873036] [ 0.49369047 0.55242965 0.51068884 0.836222 0.54384838] [ 0.39219443 0.70280883 0.27674442 0.67792412 0.49515109] [ 0.35026341 0.54946378 0.47722919 0.82717537 0.50569636] [ 0.81910093 0.36694794 0.5904584 0.26633858 0.40568324] [ 0.87104649 0.39391387 0.48723101 0.2316792 0.37122977] [ 0.39713132 0.56652442 0.45473029 0.48227953 0.50538167] [ 0.80439451 0.43151038 0.54027696 0.34889141 0.47516859] [ 0.51775939 0.58292601 0.5230681 0.43123919 0.4313044 ] [ 0.54935939 0.6111167 0.48522463 0.52825486 0.41524841] [ 0.23164117 0.64527848 0.43309374 0.81060722 0.50303936] [ 0.33028744 0.58158557 0.53193287 0.61387098 0.62731983] [ 0.53460725 0.54549607 0.47817032 0.63831521 0.60483326] [ 0.86755859 0.48701863 0.50629243 0.15973777 0.34957203] [ 0.39843076 0.54066283 0.45216064 0.46161378 0.49879549] [ 0.21499586 0.59057423 0.44716719 0.74136802 0.61389804] [ 0.58759776 0.63480383 0.30887208 0.5871586 0.30920681] [ 0.20377154 0.61169212 0.45800294 0.83862591 0.42858778] [ 0.52888267 0.4192805 0.38470834 0.28142702 0.44814374] [ 0.47304512 0.51207915 0.58819196 0.79291914 0.49872818] [ 0.58411044 0.6583923 0.5770172 0.56495371 0.50571451] [ 0.16626607 0.75854518 0.30563641 0.81242463 0.53226369] [ 0.61441598 0.46163069 0.49862817 0.61419499 0.34816365] [ 0.7173907 0.38669251 0.41260917 0.21553259 0.37282611] [ 0.28144762 0.53523736 0.47027559 0.65840086 0.60470226] [ 0.65660672 0.38441463 0.54898934 0.62227157 0.41708134] [ 0.20022157 0.50106097 0.39431746 0.88273814 0.60995546] [ 0.49333771 0.46673007 0.53286044 0.35473936 0.53478674] [ 0.66287094 0.35057875 0.42203901 0.43187278 0.45422602] [ 0.67672912 0.30679786 0.68346759 0.44855092 0.41240839] [ 0.67733247 0.64155819 0.44645571 0.5265887 0.37877989] [ 0.69308914 0.48682334 0.52560972 0.26236069 0.39296922] [ 0.51709661 0.49041802 0.43616859 0.647457 0.33812611] [ 0.78315983 0.44161045 0.38890535 0.24548949 0.34541235] [ 0.55471979 0.48648279 0.55993698 0.46131632 0.62244553] [ 0.34711406 0.48147875 0.49049572 0.54847271 0.59326386] [ 0.73996347 0.41402649 0.51730107 0.29336049 0.393744 ] [ 0.36223671 0.53027401 0.53713265 0.77166911 0.45006061] [ 0.35571508 0.56214217 0.4650842 0.72505772 0.43146651] [ 0.40140729 0.5044683 0.47989006 0.88836444 0.55006496] [ 0.43251803 0.65747238 0.43954661 0.75016462 0.52970695] [ 0.54076958 0.57065174 0.48755856 0.25871881 0.37905218] [ 0.75960005 0.47618541 0.63623699 0.20099195 0.50380258] [ 0.61549454 0.50262405 0.32208896 0.42440893 0.41129894] [ 0.61543877 0.45700016 0.58996615 0.61908129 0.3369822 ] [ 0.65292814 0.40264331 0.66196313 0.60803983 0.4500675 ] [ 0.71901792 0.41226043 0.54050204 0.63170485 0.38112098] [ 0.86972724 0.32790005 0.53773024 0.24636178 0.42191469] [ 0.54309743 0.50772464 0.52800109 0.61505785 0.53508159] [ 0.65634806 0.32747525 0.63527091 0.53139217 0.47075269] [ 0.28154224 0.6719337 0.37359038 0.65138408 0.46327891] [ 0.5746299 0.43160376 0.43620574 0.3884047 0.46335169] [ 0.73274491 0.46728464 0.43937834 0.34788035 0.39820361] [ 0.78369847 0.41986549 0.5494494 0.45046342 0.43255067] [ 0.78014401 0.40399075 0.43996926 0.42609829 0.32766303] [ 0.61201721 0.36275549 0.58722983 0.45609717 0.40811441] [ 0.54266954 0.44707605 0.32042708 0.55201822 0.47384468] [ 0.60460536 0.5791345 0.54029765 0.38953027 0.462799 ] [ 0.60237953 0.56944733 0.3881424 0.52338325 0.43423995] [ 0.40275166 0.63626609 0.46810246 0.46431092 0.35474503] [ 0.68964766 0.36414554 0.66324176 0.31118991 0.37296531] [ 0.83367832 0.35898886 0.61551917 0.15565705 0.38286122] [ 0.2049348 0.71664308 0.39711351 0.72771728 0.46149994] [ 0.4173236 0.55783042 0.44143698 0.52277803 0.53389284] [ 0.80250052 0.37719495 0.54427354 0.13867749 0.3368551 ] [ 0.37299822 0.50987363 0.596337 0.74461948 0.47895808] [ 0.18075022 0.72552209 0.54668759 0.80372972 0.61529095] [ 0.61467525 0.54406013 0.60302439 0.45765869 0.48139872] [ 0.41014136 0.60422597 0.29657548 0.70790003 0.56822822] [ 0.66649726 0.57915853 0.41707653 0.40154437 0.38175924] [ 0.43078556 0.59040418 0.47526508 0.3655016 0.66196618] [ 0.25210132 0.67372269 0.48356247 0.64271892 0.49727426] [ 0.72619951 0.5512528 0.39600628 0.41594011 0.53371858] [ 0.73840189 0.4212591 0.4766934 0.31585573 0.45136645] [ 0.36407688 0.6413033 0.46172127 0.70989301 0.60281644] [ 0.7227596 0.37686357 0.54288165 0.23382932 0.4723545 ] [ 0.65757117 0.45317687 0.3897551 0.39904805 0.41071323] [ 0.48595292 0.64186999 0.60090534 0.59924309 0.47056885] [ 0.73416073 0.53185503 0.40334955 0.27892761 0.35236864] [ 0.43332616 0.54782648 0.53088782 0.55224663 0.44819022] [ 0.39145866 0.52580199 0.4512988 0.72718571 0.40782674] [ 0.37180561 0.61112465 0.53001934 0.53866692 0.53124368] [ 0.73996347 0.41402649 0.51730107 0.29336049 0.393744 ] [ 0.22415996 0.60456543 0.40510402 0.90063968 0.44526779] [ 0.48852814 0.56275883 0.39159265 0.66490242 0.37075262] [ 0.54060954 0.48581699 0.51256325 0.41251282 0.4660701 ] [ 0.38016758 0.57027514 0.51924858 0.58474954 0.61514148] [ 0.54100082 0.52195528 0.55768049 0.52787376 0.38380437] [ 0.72351995 0.35699016 0.53634255 0.38902156 0.39636593] [ 0.17145864 0.6491326 0.41166434 0.8090798 0.47996092] [ 0.23078345 0.70371828 0.33146011 0.72360384 0.56567159] [ 0.70615821 0.5531948 0.410883 0.39522045 0.36781263] [ 0.72174157 0.47380675 0.37786108 0.38943551 0.34696254] [ 0.71322644 0.44319308 0.49636243 0.26819237 0.43774469] [ 0.28602524 0.62780023 0.31564209 0.75513646 0.55394157] [ 0.73454424 0.41483737 0.58475228 0.42371252 0.42081859] [ 0.79250094 0.47659015 0.52818068 0.40028198 0.4507575 ] [ 0.74421907 0.52582918 0.36588543 0.42391445 0.48347408] [ 0.4347059 0.57465595 0.40457435 0.68116704 0.46694233] [ 0.36125489 0.55127313 0.46285891 0.64282559 0.53613218] [ 0.43945897 0.66419734 0.41807335 0.70407326 0.42149575] [ 0.56530463 0.6308733 0.45136668 0.56484428 0.46276668] [ 0.36787286 0.58839185 0.38375546 0.72758442 0.41608095] [ 0.54705532 0.61528386 0.50316948 0.55883089 0.41150254] [ 0.65323122 0.64005529 0.46491535 0.55503524 0.35840214] [ 0.63142769 0.48941 0.56241312 0.45067943 0.54669923] [ 0.54667011 0.32832942 0.4513197 0.66346152 0.40296445] [ 0.62489419 0.46829561 0.40143406 0.41193173 0.46721043] [ 0.27957773 0.69802903 0.44113148 0.68008643 0.54720462] [ 0.71517191 0.4022872 0.51892481 0.25161003 0.44101682] [ 0.50581299 0.64726202 0.58083791 0.55432557 0.46862717] [ 0.78094737 0.3726845 0.48892918 0.3342268 0.38158326] [ 0.66784679 0.38588222 0.60400569 0.28873923 0.55835459] [ 0.55395365 0.44115849 0.45531523 0.49019423 0.49033573] [ 0.71588374 0.43890546 0.49857868 0.28393758 0.46211518] [ 0.69617058 0.64424036 0.3810748 0.66777952 0.52954924] [ 0.29549838 0.65147463 0.41739874 0.65262529 0.51592694] [ 0.15858021 0.65015706 0.36109646 0.92021363 0.47070788] [ 0.65235408 0.52452689 0.62038747 0.43772398 0.46655177] [ 0.77390395 0.40213362 0.56193352 0.32285648 0.46868103] [ 0.58447248 0.60386369 0.36554022 0.67552667 0.53078422] [ 0.46750451 0.64119826 0.44263571 0.56303257 0.46960062] [ 0.30778199 0.44394795 0.37396752 0.74673872 0.49194929] [ 0.52933873 0.50447752 0.50068012 0.70123996 0.33191648] [ 0.2138533 0.55702999 0.48210101 0.81349373 0.50245717] [ 0.34545276 0.62814244 0.44769257 0.78170931 0.41554821] [ 0.89180675 0.4149154 0.55941483 0.14172655 0.36898691] Progress: 46.0% ... Training loss: 0.492 ... Validation loss: 0.808[ 0.67554176 0.39254161 0.59320383 0.24526706 0.398634 ] [ 0.48349331 0.50709159 0.49389338 0.54079715 0.38037685] [ 0.6419187 0.63676356 0.43600049 0.65687805 0.51002558] [ 0.41814561 0.54197919 0.4711923 0.61309895 0.60901679] [ 0.57187995 0.42072921 0.54194385 0.7381289 0.48584209] [ 0.67577247 0.59978769 0.41999258 0.40225275 0.55245826] [ 0.49410446 0.61473652 0.49962264 0.55122056 0.59930824] [ 0.58044104 0.5015031 0.58431168 0.32425414 0.57722924] [ 0.33930228 0.5198492 0.55949145 0.58337881 0.57111757] [ 0.28072933 0.45532492 0.41830212 0.73918797 0.52025301] [ 0.27718076 0.66535929 0.34260681 0.74979166 0.471602 ] [ 0.41508383 0.56234986 0.38494921 0.78820941 0.59639185] [ 0.74888881 0.412879 0.56105977 0.63727967 0.3930791 ] [ 0.69277512 0.53905591 0.5343264 0.39621812 0.56056712] [ 0.52351885 0.39535793 0.67137889 0.49975137 0.41417065] [ 0.58559254 0.47748278 0.5012557 0.49316903 0.47362222] [ 0.4785993 0.64060682 0.64098377 0.52830186 0.51219043] [ 0.88562832 0.37488207 0.41775845 0.27420034 0.37712434] [ 0.26345737 0.69606761 0.37492312 0.65684876 0.45371303] [ 0.45956664 0.55610673 0.36012329 0.5418381 0.51792777] [ 0.62017254 0.58499969 0.29451208 0.63512373 0.43489588] [ 0.76052287 0.49159008 0.59484774 0.44795728 0.47039943] [ 0.38764746 0.52180481 0.3089698 0.53246837 0.34527499] [ 0.5989591 0.45766935 0.47536564 0.51993057 0.2887932 ] [ 0.42048058 0.54048821 0.56028991 0.77930268 0.59946149] [ 0.28716215 0.51900732 0.47408587 0.74078492 0.53868166] [ 0.67993916 0.49932451 0.50564105 0.34745261 0.38538687] [ 0.57872679 0.62400513 0.48920204 0.52265315 0.58728941] [ 0.23217394 0.53196064 0.51070439 0.75046062 0.50811544] [ 0.33996227 0.48332225 0.38701801 0.65545059 0.61742336] [ 0.78090682 0.60521253 0.48321231 0.47162903 0.44518009] [ 0.65301644 0.48757557 0.51845665 0.4080786 0.55937623] [ 0.59452071 0.46072214 0.43451963 0.27566295 0.43514664] [ 0.5997318 0.58827548 0.506526 0.7078246 0.46537376] [ 0.29534534 0.70740484 0.45692315 0.63108247 0.55867484] [ 0.11612916 0.64778608 0.47504575 0.92013295 0.65782733] [ 0.76240771 0.47419416 0.57437079 0.27624967 0.41862688] [ 0.66331681 0.4819527 0.38899542 0.37359463 0.40134191] [ 0.72535481 0.41686884 0.53101028 0.64183861 0.3748709 ] [ 0.5413074 0.58065312 0.45209558 0.63412455 0.40219124] [ 0.84902121 0.44838383 0.52373645 0.25363528 0.42496584] [ 0.53556802 0.54196289 0.30924003 0.49936994 0.34482768] [ 0.68666136 0.31609912 0.50955713 0.46989132 0.43466527] [ 0.2640903 0.60214564 0.44738041 0.79999621 0.41969999] [ 0.68392758 0.66233526 0.45523118 0.47304201 0.37500012] [ 0.60289305 0.58215099 0.47567905 0.54955955 0.41389457] [ 0.88476961 0.28756423 0.59435432 0.20239146 0.33757649] [ 0.67554176 0.39254161 0.59320383 0.24526706 0.398634 ] [ 0.52283612 0.61390785 0.40984632 0.52469255 0.50992501] [ 0.45722692 0.61347271 0.3942217 0.53918709 0.44627434] [ 0.54683997 0.57560444 0.36249357 0.32334293 0.38566073] [ 0.68196166 0.43852814 0.53701015 0.35711838 0.35434076] [ 0.64173679 0.30673867 0.47354938 0.62476322 0.29578677] [ 0.59874576 0.43602833 0.5792555 0.33730413 0.39916978] [ 0.69833101 0.50884942 0.57951078 0.23741541 0.51542846] [ 0.79628498 0.49495518 0.43610537 0.20254009 0.37929644] [ 0.81573056 0.47069007 0.36096124 0.36489467 0.41916671] [ 0.54259643 0.48039024 0.54298518 0.70225633 0.53539801] [ 0.7109572 0.41574364 0.55811291 0.25684345 0.42716412] [ 0.27776823 0.56895843 0.38381162 0.75952586 0.46471302] [ 0.57623541 0.4469536 0.31604258 0.64173155 0.45830878] [ 0.67353165 0.3855632 0.54680046 0.24267476 0.52477339] [ 0.71118031 0.41901378 0.54436503 0.2496879 0.36958569] [ 0.61423898 0.52510217 0.522294 0.46201795 0.6074781 ] [ 0.64297501 0.45976717 0.58544751 0.2190637 0.48717035] [ 0.33397427 0.69522794 0.48721315 0.72172633 0.39892516] [ 0.69138521 0.46140933 0.41605327 0.3748929 0.51026983] [ 0.48022843 0.57077445 0.44195696 0.75537423 0.42914815] [ 0.82901159 0.43454885 0.45609239 0.31487603 0.3650377 ] [ 0.53684629 0.48804161 0.51976571 0.51051136 0.51461823] [ 0.266656 0.47101315 0.41147215 0.76853209 0.45677681] [ 0.42133199 0.62361135 0.42896842 0.70476094 0.6501854 ] [ 0.52124335 0.6140044 0.29501023 0.61188433 0.40244829] [ 0.33203418 0.53538514 0.50556361 0.77265431 0.51862707] [ 0.46880021 0.52309716 0.38819097 0.62895414 0.51588351] [ 0.45986487 0.5619626 0.43182066 0.53077376 0.43745847] [ 0.66203765 0.52931367 0.52556924 0.40887053 0.44358498] [ 0.31310569 0.64907928 0.57231885 0.68263355 0.46696561] [ 0.5413756 0.64854478 0.35924824 0.57865012 0.331784 ] [ 0.52746961 0.34066092 0.54051697 0.47912051 0.47923907] [ 0.51962599 0.48548671 0.46844539 0.50910562 0.59434675] [ 0.38341816 0.52803205 0.56711585 0.56390626 0.48148356] [ 0.70462317 0.38816258 0.50484239 0.29778363 0.44041474] [ 0.78924305 0.43976393 0.54529648 0.19736152 0.32971831] [ 0.6260643 0.65378269 0.41406737 0.67839871 0.55764038] [ 0.37811638 0.57286729 0.37795963 0.48422484 0.46360093] [ 0.65602417 0.4444138 0.54194443 0.25703036 0.506035 ] [ 0.34579528 0.60347216 0.38122453 0.80385995 0.42924318] [ 0.72257423 0.47120924 0.5196583 0.44423265 0.42140526] [ 0.57775173 0.49089675 0.52612189 0.71092374 0.35000695] [ 0.58927004 0.60302316 0.45796799 0.37283177 0.56334703] [ 0.25162971 0.64424778 0.50305637 0.79896099 0.58071546] [ 0.85298536 0.40852839 0.58028222 0.19987612 0.44180317] [ 0.74947868 0.50012132 0.48458671 0.30904304 0.37747857] [ 0.60264018 0.52870315 0.48227354 0.37112097 0.33082608] [ 0.71970467 0.5187275 0.39404579 0.36630699 0.50757249] [ 0.57700818 0.59871015 0.29571672 0.64477433 0.49503445] [ 0.67580977 0.27996138 0.55425512 0.65531769 0.38952525] [ 0.81868405 0.40604718 0.44645838 0.15171549 0.27379391] [ 0.61666928 0.50573783 0.43596526 0.50343915 0.56602545] [ 0.28331232 0.70589458 0.29689073 0.71140645 0.61456925] [ 0.71821598 0.5034608 0.53328825 0.24823032 0.42825295] [ 0.27695823 0.49218382 0.42786004 0.80180378 0.63421354] [ 0.73809383 0.51287269 0.46530241 0.40432203 0.30594089] [ 0.73268259 0.596649 0.53479988 0.55918041 0.38753982] [ 0.56005208 0.46678286 0.57214374 0.68215527 0.47226645] [ 0.64130478 0.62833231 0.43617783 0.45068081 0.44796144] [ 0.5624613 0.65806623 0.38578301 0.48865386 0.39428283] [ 0.43710772 0.41373188 0.52704633 0.46456945 0.5817292 ] [ 0.25631378 0.74609719 0.29297376 0.75424981 0.51045812] [ 0.74736749 0.42102032 0.43310458 0.21647017 0.4231384 ] [ 0.74242601 0.3228941 0.63680763 0.1984324 0.40270152] [ 0.3861352 0.49360769 0.58450905 0.79570195 0.48862914] [ 0.64388181 0.41256026 0.71110812 0.44648202 0.44118151] [ 0.45159064 0.57717225 0.49159014 0.70620053 0.58056266] [ 0.67001912 0.49315946 0.457173 0.34252951 0.33077374] [ 0.70970885 0.49994584 0.66984865 0.45488643 0.43084703] [ 0.64679246 0.34833176 0.64478065 0.30150219 0.46707698] [ 0.54790945 0.61501287 0.50327154 0.55834144 0.41141867] [ 0.68350063 0.56893507 0.37612598 0.43541326 0.53640239] [ 0.76448731 0.39252252 0.61783438 0.2362518 0.37564462] [ 0.66314584 0.38903326 0.64899648 0.58044192 0.47266397] [ 0.39645848 0.58074907 0.54595132 0.76286615 0.57380969] [ 0.56112562 0.66519749 0.62025612 0.55023772 0.5144508 ] [ 0.38819496 0.57243998 0.50512427 0.5709255 0.53305688] [ 0.65481545 0.58177105 0.36747322 0.1993024 0.30701141] [ 0.72655325 0.47188066 0.45171773 0.37331104 0.45355871] [ 0.64929551 0.44239392 0.59144124 0.60243993 0.4220945 ] Progress: 46.0% ... Training loss: 0.491 ... Validation loss: 0.808[ 0.65520776 0.49051737 0.40732957 0.49466266 0.47325515] [ 0.79179374 0.35969064 0.5133638 0.27458094 0.46551861] [ 0.64263924 0.40681858 0.5427501 0.64146556 0.32725872] [ 0.56034564 0.44343636 0.53972339 0.6459102 0.33904305] [ 0.36584113 0.54792282 0.60405413 0.74096102 0.42145195] [ 0.47686609 0.38389974 0.47393189 0.50239796 0.63917608] [ 0.52773613 0.65801951 0.51545434 0.63605226 0.38989377] [ 0.43986039 0.65381736 0.48436512 0.5606192 0.48893508] [ 0.51182504 0.46965244 0.51518879 0.52133535 0.44789069] [ 0.64152078 0.52836961 0.54657163 0.49812502 0.36907517] [ 0.24281339 0.53304781 0.49117004 0.55592829 0.68727284] [ 0.37871127 0.58069163 0.34294636 0.70303355 0.58579188] [ 0.62975972 0.49377773 0.5019919 0.23186387 0.47699184] [ 0.42673119 0.43474465 0.65856864 0.42276883 0.52347465] [ 0.40013301 0.42854671 0.54996503 0.64014703 0.42326703] [ 0.47244408 0.46355257 0.6381167 0.59003517 0.39268884] [ 0.77156777 0.38784802 0.50901531 0.44893937 0.39744647] [ 0.58503791 0.35662675 0.42519618 0.44735913 0.39889336] [ 0.59525297 0.58277999 0.42160999 0.34171036 0.51259724] [ 0.47834441 0.53055033 0.63568701 0.43915914 0.57268187] [ 0.69326666 0.32814201 0.59378843 0.60747255 0.41136051] [ 0.51139642 0.3785937 0.53889925 0.63839833 0.38861849] [ 0.2701322 0.54373001 0.40331055 0.69761207 0.45998005] [ 0.30857623 0.71659726 0.31044152 0.78131888 0.45721625] [ 0.35073204 0.66208538 0.33438153 0.55530453 0.58355187] [ 0.60134505 0.40278221 0.44888081 0.65644275 0.317323 ] [ 0.89563334 0.33991268 0.52426947 0.18024708 0.39162512] [ 0.66719623 0.43081684 0.50778986 0.52627383 0.35626887] [ 0.73190492 0.45708681 0.58546083 0.38548522 0.43138713] [ 0.65776407 0.66121668 0.55496295 0.52348194 0.46521161] [ 0.25610423 0.56555217 0.35724783 0.70414604 0.45736682] [ 0.20245829 0.68261872 0.34344182 0.88588378 0.50735708] [ 0.73148076 0.46807439 0.43904745 0.34869413 0.39848814] [ 0.8636044 0.45019999 0.45469667 0.23243263 0.38298769] [ 0.44983181 0.66898923 0.34137112 0.63502424 0.37886725] [ 0.60871438 0.47812609 0.45154696 0.31531633 0.35705331] [ 0.19127773 0.62101424 0.43101724 0.84746684 0.46647442] [ 0.85773122 0.39540284 0.51999 0.24028364 0.3732538 ] [ 0.78528987 0.44630519 0.61399765 0.20355452 0.30256862] [ 0.80080306 0.32493755 0.54089695 0.30256909 0.3893936 ] [ 0.33881229 0.5250566 0.61663231 0.67226115 0.55167039] [ 0.36340071 0.57296637 0.49728679 0.6724486 0.65896265] [ 0.76606693 0.4788614 0.52161081 0.21763765 0.32383511] [ 0.76114926 0.36936854 0.61075013 0.39068454 0.39425679] [ 0.25808057 0.52291543 0.33387659 0.83183508 0.62374218] [ 0.60797266 0.51811775 0.49430865 0.43639424 0.55584223] [ 0.69705155 0.51218662 0.48583302 0.40166083 0.48633457] [ 0.43248836 0.61554377 0.4413882 0.59369595 0.54985721] [ 0.47490836 0.55575635 0.52797377 0.68172629 0.47116345] [ 0.56911211 0.51805253 0.54420426 0.4795864 0.57469596] [ 0.71689439 0.4955355 0.44776652 0.40599134 0.52409786] [ 0.72000678 0.41339691 0.42987534 0.67312833 0.28058189] [ 0.65597355 0.55737068 0.45108822 0.45506843 0.60262369] [ 0.76338445 0.4003488 0.49621669 0.23255699 0.34205034] [ 0.43954841 0.55004468 0.44293298 0.71971685 0.37072986] [ 0.74655338 0.43515196 0.45540955 0.38833075 0.42460968] [ 0.67777835 0.43356334 0.48286609 0.27016139 0.40620344] [ 0.62909325 0.51457812 0.40440805 0.42991328 0.47366095] [ 0.36558197 0.55338544 0.3522599 0.44909142 0.52805916] [ 0.72250552 0.53599309 0.47439677 0.48610283 0.45211936] [ 0.42658118 0.53380718 0.48845531 0.72898263 0.44115863] [ 0.71659346 0.59261904 0.50509085 0.62316201 0.40750061] [ 0.63928539 0.46708636 0.52042993 0.62815047 0.45846806] [ 0.55475152 0.51764658 0.54679076 0.42157808 0.477364 ] [ 0.81837314 0.54463652 0.36471863 0.53184216 0.40426741] [ 0.71288017 0.48365341 0.56284702 0.32626894 0.53812872] [ 0.42529994 0.50446142 0.60377708 0.69248873 0.44983378] [ 0.75069219 0.34798733 0.64031932 0.52396269 0.39348943] [ 0.52869306 0.73198695 0.33498691 0.68919407 0.49529135] [ 0.24685984 0.72026759 0.28596242 0.81819535 0.59477003] [ 0.24359451 0.77429747 0.3812515 0.76565503 0.60302161] [ 0.32256631 0.5595321 0.48732653 0.73731274 0.45727373] [ 0.17727911 0.61764169 0.39199635 0.89354843 0.56786127] [ 0.41150396 0.49310306 0.52025387 0.47487792 0.51428138] [ 0.5891619 0.38120893 0.45615566 0.27565325 0.39446288] [ 0.21575054 0.51325069 0.49319935 0.72516666 0.51966426] [ 0.37523732 0.56928858 0.36112655 0.82998044 0.4113142 ] [ 0.61909943 0.55038207 0.52275054 0.35567952 0.53116282] [ 0.74019401 0.36426239 0.49116423 0.32517522 0.54215618] [ 0.56563312 0.45151841 0.58203067 0.56798137 0.34285469] [ 0.6755214 0.48683387 0.64322679 0.63581442 0.43548016] [ 0.70479888 0.41800262 0.48557718 0.34856835 0.49170768] [ 0.6142709 0.46177154 0.5607422 0.50305532 0.4718298 ] [ 0.38601556 0.60370747 0.57157918 0.64530161 0.52746046] [ 0.65514324 0.39678738 0.50790977 0.33201659 0.3698083 ] [ 0.48733307 0.55457363 0.44735659 0.64490885 0.4336714 ] [ 0.79703614 0.47792804 0.53194251 0.38997944 0.4229463 ] [ 0.77904343 0.41780424 0.55384595 0.34069753 0.37715199] [ 0.51174355 0.41399604 0.36843156 0.44842769 0.47544605] [ 0.32777367 0.58309483 0.42511069 0.79947527 0.58706761] [ 0.77115962 0.32168591 0.60829188 0.25447861 0.42237254] [ 0.75015789 0.44780445 0.49679036 0.37093625 0.39531423] [ 0.6957101 0.41361921 0.55536373 0.22656428 0.61706585] [ 0.64799267 0.5247189 0.48411914 0.4440314 0.5495335 ] [ 0.62106172 0.48601927 0.44952725 0.28003385 0.33356222] [ 0.55668684 0.4441538 0.55211321 0.71014395 0.48640718] [ 0.46648126 0.39843328 0.39851776 0.62117546 0.54843624] [ 0.39858686 0.62332433 0.46576398 0.76311159 0.54888171] [ 0.48197564 0.58325455 0.46228581 0.51892136 0.53613542] [ 0.68076544 0.59813295 0.42588479 0.26150998 0.3542684 ] [ 0.61344439 0.40401072 0.51545792 0.49032006 0.52717848] [ 0.717765 0.44916722 0.5609711 0.36496145 0.45923865] [ 0.77298042 0.58258066 0.4406582 0.52118136 0.50084421] [ 0.68100218 0.43236542 0.43805007 0.33588499 0.25745006] [ 0.35203195 0.61234243 0.41292843 0.69138184 0.40661379] [ 0.6069194 0.58806321 0.48837136 0.44307464 0.51803379] [ 0.41289274 0.51800472 0.50027542 0.63054638 0.40835047] [ 0.2070853 0.58317208 0.57184298 0.84612828 0.72022271] [ 0.55306886 0.38286325 0.47059418 0.57591626 0.37182762] [ 0.67065075 0.49332546 0.67478109 0.45743528 0.43797085] [ 0.53064621 0.47415596 0.55769417 0.69880912 0.43027582] [ 0.70551897 0.32784304 0.71212916 0.56406918 0.38832202] [ 0.60865599 0.41435436 0.52165807 0.52365111 0.39689718] [ 0.58954431 0.47899089 0.57568287 0.77559501 0.44940226] [ 0.54941036 0.5687415 0.27276138 0.50551681 0.39723652] [ 0.7865427 0.48090511 0.60490843 0.31484605 0.41201541] [ 0.66600207 0.60843943 0.39023985 0.58075098 0.36067654] [ 0.43983906 0.45562549 0.51603924 0.77399198 0.42753568] [ 0.2860323 0.62301336 0.32142961 0.91460649 0.4842341 ] [ 0.29391777 0.71173248 0.41422019 0.69744102 0.40275516] [ 0.45721858 0.41842816 0.43177598 0.73375296 0.57513524] [ 0.3458331 0.59617945 0.38666676 0.55523885 0.50103037] [ 0.63831949 0.48995949 0.37411907 0.38181549 0.40495204] [ 0.74229293 0.43432306 0.55733316 0.27728354 0.45117075] [ 0.39768966 0.58019055 0.54617098 0.76234952 0.57361581] [ 0.79629452 0.45837731 0.55774858 0.29502579 0.48042997] [ 0.6761031 0.51461167 0.52915266 0.53577569 0.38478238] [ 0.30439804 0.71230916 0.42632303 0.6430847 0.50675513] Progress: 46.1% ... Training loss: 0.491 ... Validation loss: 0.808[ 0.28483947 0.68688486 0.34424878 0.73471438 0.55925802] [ 0.26584801 0.55246823 0.54811242 0.69544018 0.69195352] [ 0.39893913 0.5842212 0.34592 0.58261828 0.45802109] [ 0.24578933 0.64262368 0.34415385 0.77633917 0.55857262] [ 0.46209441 0.57802751 0.45643259 0.46843708 0.41157187] [ 0.66755064 0.58635708 0.36821085 0.51746599 0.31305334] [ 0.82404339 0.36382009 0.51323102 0.31778126 0.35783939] [ 0.75704129 0.3697271 0.62903439 0.46522212 0.33568904] [ 0.5163486 0.46633392 0.50632852 0.406487 0.5887504 ] [ 0.65354652 0.45071148 0.46470953 0.29501353 0.44059765] [ 0.71104519 0.31352527 0.66750303 0.52407646 0.42952016] [ 0.22429735 0.56031365 0.41240353 0.84208354 0.51164845] [ 0.5608732 0.49962828 0.53087437 0.65641395 0.38810951] [ 0.23380913 0.61946363 0.40753155 0.85375199 0.43964384] [ 0.57275431 0.42938972 0.66723072 0.57998011 0.49134575] [ 0.47766689 0.68142925 0.43683675 0.7165178 0.61291046] [ 0.73281635 0.4590827 0.67751379 0.39566374 0.38049195] [ 0.54024412 0.53479245 0.43398187 0.3668698 0.34613674] [ 0.7383834 0.45505721 0.43976686 0.29576642 0.29433483] [ 0.254638 0.58662738 0.51820793 0.76127036 0.66532516] [ 0.56806892 0.45008945 0.50604382 0.33757463 0.47974401] [ 0.28711714 0.65872155 0.41812838 0.66876639 0.41722922] [ 0.23893619 0.62900856 0.34724044 0.82000376 0.60654498] [ 0.79703141 0.47691511 0.44617813 0.43483608 0.36360289] [ 0.33913858 0.55782103 0.48377978 0.84893328 0.48239298] [ 0.4108236 0.47013536 0.51544804 0.73805307 0.50623858] [ 0.18788885 0.70235047 0.36757595 0.82601314 0.59576369] [ 0.53686958 0.41341691 0.45435335 0.30141646 0.63637057] [ 0.52477121 0.59700525 0.30006639 0.47093307 0.39376651] [ 0.29225181 0.5174634 0.44202079 0.85044316 0.50572543] [ 0.16562484 0.66047554 0.45339962 0.88998388 0.62782063] [ 0.41584514 0.40549954 0.54346745 0.65521372 0.42136636] [ 0.44470488 0.57240957 0.323574 0.50051103 0.43762458] [ 0.6804999 0.38823871 0.50066891 0.57092962 0.31883033] [ 0.43889187 0.5304761 0.48437497 0.46725619 0.5144979 ] [ 0.20830281 0.66336704 0.30274527 0.77962288 0.53751766] [ 0.66032852 0.3922429 0.52404511 0.20722985 0.49396898] [ 0.53320374 0.59339052 0.48401332 0.59209429 0.37712243] [ 0.64253553 0.61695651 0.52167994 0.49989256 0.4163764 ] [ 0.74285419 0.45412043 0.41924971 0.3877203 0.31758967] [ 0.32920694 0.55191926 0.3671203 0.7107225 0.42696225] [ 0.66656603 0.52566146 0.4949124 0.58434161 0.41195663] [ 0.34026508 0.56657275 0.50252041 0.86768968 0.49303087] [ 0.58517136 0.37590848 0.70385841 0.69400767 0.44476326] [ 0.65599783 0.50681234 0.57092995 0.50161605 0.45367484] [ 0.65744077 0.49598763 0.45402718 0.44290902 0.37828724] [ 0.42483083 0.48562586 0.49086072 0.75033192 0.43787532] [ 0.69016658 0.4727223 0.50677661 0.342238 0.42744708] [ 0.47977041 0.60069984 0.42734127 0.49907259 0.46011903] [ 0.87649236 0.40617559 0.54299461 0.18991488 0.33759255] [ 0.34918958 0.5540237 0.45969631 0.86512484 0.58467721] [ 0.77474785 0.36082263 0.6767475 0.4811178 0.34824665] [ 0.83425909 0.56103143 0.63245727 0.38419645 0.36091949] [ 0.72844151 0.52966812 0.49513768 0.38346868 0.55559868] [ 0.58022219 0.51853435 0.46841074 0.62658584 0.35430997] [ 0.71917533 0.36586767 0.60121321 0.38281709 0.42256619] [ 0.74932315 0.52934676 0.52014371 0.37991959 0.35350025] [ 0.78754716 0.48697868 0.46532414 0.39733536 0.44228777] [ 0.62567571 0.52393762 0.47823087 0.48179312 0.37100376] [ 0.64511227 0.52699211 0.62143904 0.3734676 0.3848543 ] [ 0.61680301 0.47183996 0.51892769 0.63634851 0.36641289] [ 0.25731544 0.62462517 0.30801637 0.71473376 0.46086639] [ 0.42677191 0.62438437 0.39243107 0.75866146 0.42008858] [ 0.32826871 0.68367807 0.3334793 0.71189419 0.53544068] [ 0.22429735 0.56031365 0.41240353 0.84208354 0.51164845] [ 0.78495551 0.50923231 0.44739183 0.31203863 0.45784958] [ 0.49759598 0.55068259 0.51138095 0.83494842 0.54327437] [ 0.65773834 0.43026783 0.5346738 0.31401341 0.40804047] [ 0.68321085 0.32135972 0.51816668 0.51823151 0.37173292] [ 0.44217031 0.54692869 0.36150737 0.49719082 0.41797416] [ 0.6216842 0.54082377 0.53276864 0.2611187 0.47043426] [ 0.40101185 0.53884864 0.40420155 0.58667638 0.52486979] [ 0.42543434 0.65335251 0.50733171 0.49190117 0.37617031] [ 0.52053506 0.57266617 0.50899713 0.49502957 0.49828585] [ 0.57851552 0.58921856 0.43713817 0.48619656 0.32146694] [ 0.2623415 0.66128848 0.42521085 0.82041533 0.56052359] [ 0.21468918 0.73403862 0.39347892 0.75644448 0.55557309] [ 0.21997852 0.60723993 0.49177384 0.87669169 0.55633289] [ 0.36782802 0.5850298 0.45906971 0.80927425 0.44507955] [ 0.77004811 0.49803032 0.35014673 0.46959948 0.24641946] [ 0.63411958 0.46902921 0.51443172 0.20961299 0.31195766] [ 0.72401949 0.42623609 0.38434707 0.2580969 0.30335879] [ 0.72216694 0.37414913 0.52896363 0.38919014 0.43613106] [ 0.16208074 0.68880533 0.45655054 0.82554561 0.59092944] [ 0.75918404 0.45667149 0.42109401 0.38686219 0.27358509] [ 0.52656352 0.39149977 0.55261079 0.40178908 0.32683151] [ 0.68039149 0.47524254 0.42379955 0.28943507 0.3257105 ] [ 0.22162044 0.60506064 0.43317965 0.87436063 0.4060815 ] [ 0.49109828 0.48690648 0.4654346 0.63390964 0.42660743] [ 0.27150769 0.54953853 0.39896438 0.75068342 0.50559634] [ 0.49683758 0.61643296 0.436281 0.51839953 0.36001253] [ 0.59267921 0.32379446 0.4353123 0.42771536 0.44062298] [ 0.58202199 0.43038698 0.48307062 0.57224926 0.49487708] [ 0.38235299 0.55776704 0.42406075 0.59973569 0.43613452] [ 0.40994861 0.50033772 0.49864737 0.61864135 0.5936407 ] [ 0.35702317 0.73873655 0.34736063 0.72685308 0.56510487] [ 0.76754794 0.53047298 0.48374161 0.42345766 0.4385187 ] [ 0.70616869 0.38854592 0.6804058 0.43989317 0.41660085] [ 0.67429919 0.47334439 0.50712534 0.43384184 0.44413935] [ 0.25052947 0.65054327 0.47362808 0.74695371 0.47376588] [ 0.64773125 0.42506769 0.54692504 0.23295875 0.35043921] [ 0.3324667 0.49635534 0.49167978 0.61071014 0.64894082] [ 0.48594402 0.37285369 0.48434572 0.5906816 0.42638948] [ 0.35689286 0.5617547 0.46524511 0.72450124 0.43133647] [ 0.23679453 0.70996971 0.30166853 0.77930022 0.51411764] [ 0.81958934 0.3112309 0.58450093 0.21325436 0.43558506] [ 0.47315648 0.4633076 0.63821842 0.58975244 0.39259373] [ 0.6675589 0.48589973 0.45266432 0.6777014 0.29215655] [ 0.4093598 0.49931198 0.44070468 0.60256343 0.56572777] [ 0.49758961 0.45182196 0.47260903 0.32819443 0.53347521] [ 0.5120693 0.51015446 0.34269143 0.73058408 0.52924285] [ 0.38017151 0.47145033 0.52527593 0.54702776 0.52761226] [ 0.58720269 0.52536635 0.54589647 0.58149201 0.50823037] [ 0.76753265 0.47846269 0.48480623 0.39946144 0.37465023] [ 0.70871687 0.51491619 0.48425661 0.22193641 0.35604672] [ 0.28550424 0.73636528 0.35401738 0.77460709 0.44208466] [ 0.21150047 0.53307474 0.49805304 0.7246245 0.47947738] [ 0.48218103 0.54618491 0.43164395 0.47515282 0.43745338] [ 0.42734147 0.56862696 0.39692963 0.73047976 0.57226246] [ 0.26136507 0.45343703 0.50813807 0.82807643 0.66985549] [ 0.57782118 0.43105613 0.45988663 0.5315242 0.38794418] [ 0.64236741 0.49759559 0.55674722 0.47119279 0.55850429] [ 0.74734014 0.50725543 0.60274376 0.39824989 0.37240226] [ 0.31335058 0.62020617 0.38106181 0.81657715 0.67328009] [ 0.44010647 0.63620846 0.34449537 0.56114851 0.51678272] [ 0.51546611 0.45569441 0.63278497 0.77240205 0.50710201] [ 0.57467626 0.59907499 0.43465003 0.73561481 0.4665831 ] [ 0.84114639 0.41903286 0.50649391 0.24699184 0.40305992] Progress: 46.1% ... Training loss: 0.491 ... Validation loss: 0.805[ 0.64998222 0.46273471 0.5080028 0.62827714 0.34719949] [ 0.62133006 0.50160591 0.47079946 0.3996212 0.4516352 ] [ 0.69446139 0.27499555 0.58245501 0.55091537 0.41579357] [ 0.27457199 0.49965753 0.34989476 0.85563045 0.52545926] [ 0.36937609 0.52841993 0.4824753 0.71731308 0.49667252] [ 0.40165308 0.63488822 0.32651128 0.69493956 0.41566973] [ 0.12445573 0.63749617 0.37068563 0.87587194 0.67809953] [ 0.49762052 0.53257821 0.52979464 0.59749917 0.56223898] [ 0.63780739 0.64679761 0.43326043 0.54149533 0.46289741] [ 0.78909493 0.41295416 0.58467096 0.38013664 0.37970585] [ 0.87292671 0.4625097 0.55194432 0.21697621 0.42484153] [ 0.50562645 0.42958141 0.50894211 0.45146597 0.47654636] [ 0.40999948 0.53609512 0.42387614 0.66658361 0.55043471] [ 0.5673927 0.43636706 0.64119398 0.39052809 0.38000141] [ 0.79533494 0.45848334 0.50560296 0.28560952 0.46195004] [ 0.24057154 0.57138714 0.46264982 0.82718204 0.57200633] [ 0.41614697 0.53484888 0.40420338 0.64824386 0.5158311 ] [ 0.38460567 0.49102839 0.4635239 0.4926001 0.4421214 ] [ 0.67931519 0.30577923 0.6838996 0.44694794 0.41196636] [ 0.58747363 0.61607374 0.46173173 0.5631483 0.38264058] [ 0.45306237 0.58240642 0.48068621 0.52658131 0.42462082] [ 0.4517021 0.67756708 0.45360669 0.65289046 0.50408386] [ 0.57100212 0.45885381 0.45856031 0.56932818 0.4190466 ] [ 0.50704115 0.35139894 0.56724609 0.43603525 0.66224148] [ 0.56937881 0.48257249 0.38061583 0.3129544 0.42306935] [ 0.33015752 0.59486103 0.40226019 0.64050347 0.40018743] [ 0.68101775 0.30537436 0.52091515 0.30782605 0.48649932] [ 0.38937945 0.52104673 0.30924198 0.53140907 0.34505872] [ 0.25951241 0.57180992 0.40890203 0.72444434 0.45973745] [ 0.62842399 0.57273371 0.46092774 0.61649042 0.46495676] [ 0.53040847 0.49121175 0.55182677 0.42963439 0.59809098] [ 0.50704584 0.63746631 0.3729047 0.77531208 0.54817361] [ 0.61206686 0.49859775 0.42901136 0.23600615 0.41379742] [ 0.46077823 0.53525007 0.49775141 0.71427807 0.47562137] [ 0.20613767 0.57159452 0.41812848 0.89828195 0.58220447] [ 0.77006107 0.30992646 0.58328517 0.30511735 0.50084465] [ 0.54306267 0.57767719 0.45487993 0.56695588 0.43539726] [ 0.57222317 0.30933967 0.62072722 0.50912991 0.49315927] [ 0.81241633 0.46836267 0.53515857 0.22164497 0.41344319] [ 0.62658118 0.39055047 0.45170577 0.33136072 0.37097881] [ 0.41388696 0.47607476 0.5215834 0.44561247 0.43205411] [ 0.7931565 0.37353486 0.54752893 0.35300052 0.41972175] [ 0.73047935 0.32869764 0.52228673 0.67037032 0.36462586] [ 0.78945221 0.4440513 0.52116776 0.42617709 0.39072155] [ 0.75626595 0.44355844 0.68114838 0.34671477 0.36200291] [ 0.49294237 0.54891044 0.44967674 0.43116859 0.53006684] [ 0.29584092 0.61715401 0.54180461 0.78660266 0.61272953] [ 0.7421999 0.43336723 0.62313525 0.36814717 0.42538463] [ 0.67640761 0.41815179 0.63194992 0.48865887 0.43759561] [ 0.41745047 0.71352126 0.40367612 0.68124217 0.53598933] [ 0.58700546 0.611202 0.34232341 0.61718091 0.48509702] [ 0.27837983 0.66483473 0.34281501 0.74915131 0.47148372] [ 0.81209766 0.4255301 0.42708427 0.25588417 0.39903015] [ 0.79515718 0.43407208 0.49981472 0.38395819 0.45172522] [ 0.43807391 0.4684948 0.43985315 0.47539153 0.5358817 ] [ 0.32484792 0.71123581 0.30877179 0.74755147 0.49022106] [ 0.70190612 0.53729703 0.34863509 0.36289587 0.3659696 ] [ 0.16835 0.71315863 0.37059322 0.85805191 0.47537348] [ 0.44233757 0.46859853 0.36809506 0.55487123 0.38822462] [ 0.52619881 0.48388023 0.50783028 0.7377924 0.38078912] [ 0.51117871 0.42677932 0.49267798 0.44630976 0.34132665] [ 0.54569219 0.38519131 0.50050885 0.59645875 0.44173698] [ 0.32769814 0.57983107 0.53839883 0.87275113 0.61621493] [ 0.82700229 0.47697422 0.5274616 0.20324716 0.36935585] [ 0.77376843 0.45813902 0.51380565 0.36379354 0.28449586] [ 0.50432215 0.53713199 0.36184358 0.58855937 0.40603443] [ 0.72493835 0.49859817 0.30672158 0.26950654 0.32803265] [ 0.48565003 0.45111769 0.68648833 0.60141766 0.35360959] [ 0.78576651 0.45088466 0.60042706 0.42263974 0.35604247] [ 0.86188239 0.52077786 0.56856065 0.31152785 0.38669776] [ 0.61034441 0.54596102 0.51599121 0.47998087 0.40767964] [ 0.33898464 0.60742957 0.41239412 0.70425735 0.42360464] [ 0.29427012 0.58505562 0.52995373 0.74046126 0.54094012] [ 0.62752288 0.38843402 0.4441325 0.53016473 0.54520971] [ 0.4365615 0.58040789 0.50189379 0.55791357 0.63474296] [ 0.65425341 0.58549392 0.47927046 0.48260199 0.33849983] [ 0.36382715 0.49646049 0.60946452 0.69851631 0.49917828] [ 0.63485004 0.58639856 0.29476289 0.55938344 0.32706553] [ 0.5889775 0.4090646 0.62186843 0.50707106 0.33577998] [ 0.58120124 0.55846217 0.35522465 0.46164685 0.45590848] [ 0.56888904 0.48913794 0.58293022 0.40942587 0.4626831 ] [ 0.52959731 0.59081628 0.50176009 0.41533814 0.52620153] [ 0.76982062 0.50786132 0.46434853 0.28770695 0.39058628] [ 0.37687454 0.5705123 0.54852328 0.62059107 0.60824452] [ 0.58423305 0.40155788 0.63397024 0.58475191 0.40617367] [ 0.27592437 0.65720659 0.26232556 0.85658326 0.52829216] [ 0.46730514 0.58285293 0.6592026 0.42127586 0.58397802] [ 0.79249199 0.33066176 0.40430024 0.26569991 0.29157579] [ 0.74546334 0.51140149 0.58541764 0.27658115 0.3700183 ] [ 0.22137735 0.58264025 0.4243805 0.87751928 0.4601554 ] [ 0.65847198 0.56887145 0.54072442 0.57957917 0.53304515] [ 0.64347464 0.41914643 0.61076481 0.6399152 0.46213611] [ 0.52739016 0.50420384 0.44138617 0.62224141 0.37211018] [ 0.77711055 0.38310666 0.63240043 0.57821236 0.37035821] [ 0.47161699 0.68438762 0.43841798 0.62788285 0.51340858] [ 0.47854775 0.73991603 0.42885205 0.74303706 0.57431105] [ 0.84998761 0.43569048 0.49598794 0.18668153 0.39486938] [ 0.35712901 0.63861321 0.40160887 0.63037407 0.47850932] [ 0.86184494 0.42564648 0.3649698 0.37198414 0.38956946] [ 0.59823081 0.52902352 0.42864642 0.56385252 0.46214116] [ 0.434641 0.60255771 0.40910077 0.54034104 0.34991556] [ 0.5465476 0.59031926 0.38193234 0.62673965 0.4431082 ] [ 0.32230645 0.5846029 0.61636774 0.81464134 0.66573594] [ 0.31230378 0.68642629 0.48327997 0.7705303 0.52671474] [ 0.8758498 0.40865833 0.48150799 0.31269399 0.33613408] [ 0.34427665 0.47130552 0.66420723 0.69889857 0.60421471] [ 0.3739209 0.49390716 0.4392081 0.65003691 0.40986331] [ 0.60561867 0.31339609 0.36960906 0.32958263 0.440819 ] [ 0.75626595 0.44355844 0.68114838 0.34671477 0.36200291] [ 0.38752042 0.55111033 0.44539737 0.84193906 0.48577938] [ 0.44673765 0.49769202 0.4923997 0.63759496 0.39731348] [ 0.39865869 0.5400731 0.40371581 0.58795543 0.52536285] [ 0.91927258 0.3494905 0.46525608 0.29842658 0.32150741] [ 0.24007732 0.63105486 0.30301606 0.64704381 0.50316958] [ 0.7246388 0.3193584 0.59897223 0.29979111 0.36696 ] [ 0.39952639 0.63074537 0.46034769 0.7188581 0.50524602] [ 0.79305787 0.44292039 0.50615252 0.26020538 0.45326754] [ 0.59717607 0.5129761 0.57639987 0.47107635 0.51716284] [ 0.60507547 0.52157361 0.44750173 0.48147174 0.39163485] [ 0.59077835 0.51030161 0.4828903 0.35805541 0.60989296] [ 0.32388346 0.50358737 0.58479836 0.43002448 0.63694126] [ 0.14877589 0.61232901 0.51055231 0.89073384 0.6134356 ] [ 0.76952404 0.49837176 0.35001555 0.46975075 0.2465418 ] [ 0.30427326 0.62651881 0.47021028 0.78244974 0.4524282 ] [ 0.16764681 0.59310755 0.29563004 0.75636681 0.54049751] [ 0.59615064 0.55736983 0.48663385 0.46639865 0.35154775] [ 0.85284408 0.36071708 0.60853232 0.20083357 0.39172914] [ 0.26691291 0.6238182 0.30715913 0.7161204 0.52447916] Progress: 46.2% ... Training loss: 0.490 ... Validation loss: 0.804[ 0.64245407 0.53071155 0.33379522 0.32335489 0.28233223] [ 0.34629453 0.42602339 0.48320615 0.85295425 0.62729362] [ 0.76738228 0.34938632 0.38231475 0.17297756 0.3679002 ] [ 0.74255583 0.37366837 0.52827528 0.38335888 0.42645354] [ 0.40667353 0.53465377 0.54701439 0.79320438 0.47345942] [ 0.84529136 0.30602907 0.5444035 0.23133805 0.42765379] [ 0.37470879 0.58025264 0.42103345 0.67565396 0.50715803] [ 0.60092365 0.41922489 0.55032704 0.75329998 0.4651358 ] [ 0.70015486 0.39408325 0.63657968 0.45089615 0.45904938] [ 0.57124959 0.52167245 0.64063725 0.38695225 0.45701773] [ 0.48235529 0.54789043 0.51525516 0.44628535 0.56706601] [ 0.628885 0.52887926 0.43123476 0.57618511 0.4611394 ] [ 0.2492951 0.74018728 0.30905567 0.8759007 0.5866911 ] [ 0.50375509 0.57392903 0.44483749 0.58416616 0.6564834 ] [ 0.29739274 0.4981475 0.39721292 0.76585114 0.5880562 ] [ 0.25807653 0.59353885 0.36838329 0.85847564 0.53003439] [ 0.68773192 0.44703208 0.35483309 0.43872141 0.48026446] [ 0.8056614 0.45445008 0.59589293 0.38514074 0.36402277] [ 0.64287909 0.43753833 0.56895658 0.57156185 0.43079998] [ 0.81752442 0.38684995 0.56473131 0.1906903 0.41545313] [ 0.55553218 0.43396851 0.44584199 0.69135307 0.37431957] [ 0.56828089 0.60431734 0.54632291 0.46907286 0.41275585] [ 0.59520056 0.60660529 0.34172726 0.67157833 0.47188629] [ 0.6524856 0.41317468 0.56200248 0.2447104 0.56141592] [ 0.43547974 0.69758925 0.401678 0.70926951 0.41650052] [ 0.31864679 0.5538033 0.4142544 0.7818845 0.55448195] [ 0.60469992 0.3956004 0.63109161 0.29811729 0.57975779] [ 0.70148798 0.55097451 0.41076822 0.54326798 0.50153945] [ 0.22596035 0.57520835 0.4434616 0.73946167 0.47416094] [ 0.79291041 0.38690654 0.44256841 0.26815412 0.43168657] [ 0.55774458 0.44603933 0.50545434 0.49780299 0.48700336] [ 0.24153704 0.68525205 0.41294536 0.55329091 0.58378742] [ 0.52472722 0.64148828 0.45678373 0.52074325 0.44017701] [ 0.55046255 0.38955399 0.55191988 0.53355339 0.35349303] [ 0.23553736 0.71239664 0.44805019 0.82328994 0.53801707] [ 0.48416511 0.55222282 0.3437892 0.53926334 0.48600975] [ 0.53981027 0.38700397 0.51081014 0.49882277 0.61846494] [ 0.55061856 0.37940195 0.47879316 0.41968622 0.41116524] [ 0.75547535 0.48453582 0.41303109 0.32794214 0.426399 ] [ 0.62035342 0.51165427 0.43122964 0.41482856 0.46090581] [ 0.73796268 0.53627089 0.43936307 0.44187125 0.50642691] [ 0.85698108 0.46175533 0.43318236 0.22883657 0.29460352] [ 0.64455005 0.50998607 0.55680685 0.33712771 0.33940489] [ 0.67920496 0.35691498 0.46926913 0.21148639 0.50914889] [ 0.44536682 0.38022662 0.38580397 0.80649761 0.41940895] [ 0.64672451 0.54840836 0.56777207 0.4401107 0.44305429] [ 0.48237491 0.48995166 0.52034175 0.6668078 0.45830047] [ 0.15520284 0.6773605 0.33108497 0.89190881 0.48224795] [ 0.53378081 0.45647469 0.3842168 0.41146065 0.49067979] [ 0.81641288 0.37453864 0.61591207 0.36487947 0.42904085] [ 0.75216079 0.38295483 0.58995328 0.56960107 0.35322793] [ 0.66470919 0.47289686 0.55083404 0.59302518 0.40375953] [ 0.52161917 0.48869055 0.51634356 0.49731018 0.41492736] [ 0.29933665 0.63739855 0.39185627 0.46633309 0.56661695] [ 0.2970226 0.55139353 0.52431004 0.53703225 0.56764794] [ 0.30981425 0.51392836 0.47685653 0.6590673 0.49669612] [ 0.65100471 0.51602853 0.5368077 0.41669032 0.37243134] [ 0.819248 0.46343131 0.49663255 0.23258845 0.2475908 ] [ 0.2464709 0.59806937 0.3430452 0.70233504 0.43804589] [ 0.2023484 0.68298083 0.34328282 0.88576474 0.50766621] [ 0.72371122 0.5347121 0.60926512 0.41487309 0.41669644] [ 0.57122016 0.46138533 0.51149584 0.51107606 0.2995909 ] [ 0.60651427 0.42358833 0.38425454 0.48169019 0.5475249 ] [ 0.52880996 0.46776168 0.51880468 0.58578722 0.39963545] [ 0.51910861 0.59998519 0.46658883 0.71930283 0.51115496] [ 0.39317712 0.56596781 0.45407125 0.73473049 0.36344787] [ 0.68617143 0.43148538 0.6433117 0.6785763 0.39317302] [ 0.75760273 0.4620279 0.59403667 0.39281719 0.42213541] [ 0.2562622 0.61198283 0.4032611 0.73291079 0.44374279] [ 0.62951289 0.48693881 0.42094426 0.15168284 0.36506658] [ 0.1833643 0.61146545 0.35865782 0.8561361 0.57253368] [ 0.81300977 0.38504235 0.38193526 0.3035366 0.34403911] [ 0.21069044 0.70101517 0.39296261 0.72731408 0.58257168] [ 0.35806479 0.6504771 0.46896748 0.75315058 0.61503475] [ 0.19682443 0.66812583 0.33890327 0.77865682 0.45399195] [ 0.63128562 0.42066149 0.52438596 0.48183451 0.52024919] [ 0.51220329 0.6599129 0.39885581 0.46834389 0.50793693] [ 0.53784084 0.54320524 0.47757594 0.44754728 0.49473866] [ 0.83728152 0.37390413 0.40972625 0.36298962 0.3374175 ] [ 0.36040638 0.61179303 0.26218858 0.73146968 0.59328455] [ 0.69488435 0.35414124 0.71779258 0.23173411 0.55586121] [ 0.43835753 0.58564639 0.35530033 0.57908518 0.42677157] [ 0.47447488 0.46523259 0.50618864 0.44771084 0.45984501] [ 0.39975173 0.51166301 0.47963108 0.83871767 0.65203654] [ 0.77311228 0.38382016 0.54535401 0.43814569 0.41609704] [ 0.71752813 0.43183264 0.54756281 0.52880665 0.31864414] [ 0.73772866 0.46307259 0.48102104 0.38987377 0.31710771] [ 0.53999709 0.40460793 0.39904201 0.48961537 0.51714244] [ 0.34443103 0.65672818 0.35765504 0.68300383 0.46365242] [ 0.20635689 0.71618933 0.39730152 0.72670362 0.46140874] [ 0.35473915 0.52421716 0.59481769 0.79573354 0.56787573] [ 0.53413497 0.62761769 0.37241689 0.68238921 0.36388271] [ 0.25136543 0.5900561 0.38709549 0.66377559 0.58978928] [ 0.61634602 0.59191994 0.58950231 0.53302695 0.47847827] [ 0.58667077 0.58628559 0.39717678 0.39171198 0.35942674] [ 0.5862341 0.50070284 0.37219558 0.50486001 0.38061993] [ 0.64294139 0.49121206 0.41206824 0.41103505 0.36988777] [ 0.50911552 0.49431552 0.49450245 0.76960201 0.37555308] [ 0.71391864 0.41056497 0.46746197 0.35171649 0.42505278] [ 0.20678477 0.66460221 0.30227263 0.78045827 0.53811358] [ 0.30293181 0.5350388 0.49604261 0.78579946 0.59198129] [ 0.26449853 0.5658124 0.40420471 0.75456124 0.63067606] [ 0.69319286 0.48157823 0.44689152 0.3835614 0.48570248] [ 0.37108575 0.60250807 0.36623802 0.85235446 0.383344 ] [ 0.43620731 0.4179874 0.40696097 0.78311529 0.44980072] [ 0.19904404 0.62060552 0.43936493 0.87557882 0.54349623] [ 0.29249778 0.43842659 0.46624375 0.70438732 0.5094709 ] [ 0.66455383 0.55113552 0.5455934 0.48175345 0.5337697 ] [ 0.80680842 0.46261524 0.47346342 0.2938566 0.43622063] [ 0.66441335 0.52877131 0.36466871 0.3644007 0.37508407] [ 0.81337175 0.33640937 0.51803981 0.37573873 0.46256174] [ 0.6932368 0.57137619 0.45737881 0.42364166 0.55069571] [ 0.72775964 0.39817627 0.59548125 0.31961169 0.46492108] [ 0.68973214 0.48874553 0.52482369 0.26401341 0.39362477] [ 0.83243103 0.34760334 0.63211857 0.14736829 0.38687801] [ 0.74167046 0.35829456 0.60663883 0.37560579 0.43619116] [ 0.55883081 0.39116571 0.58741926 0.36165531 0.54087682] [ 0.58263271 0.30422842 0.57772362 0.2688537 0.51559426] [ 0.63996697 0.49964636 0.43498106 0.4256809 0.4972907 ] [ 0.59424639 0.48399904 0.43383238 0.41158541 0.37841894] [ 0.64301634 0.47577367 0.53958305 0.54661916 0.44518992] [ 0.1433287 0.80883228 0.35090425 0.83195212 0.54136716] [ 0.4575007 0.60287606 0.43314575 0.505763 0.64170803] [ 0.78493956 0.47907628 0.46571938 0.36540656 0.31669651] [ 0.28791002 0.50374247 0.39856439 0.8442496 0.44307974] [ 0.68725952 0.538622 0.46656978 0.59499944 0.56128447] [ 0.52270074 0.4598979 0.59026745 0.35843094 0.40814145] [ 0.6421392 0.38332823 0.49091052 0.37395586 0.56289806] Progress: 46.2% ... Training loss: 0.490 ... Validation loss: 0.805[ 0.53853272 0.57195887 0.48700491 0.25965998 0.37944959] [ 0.55641431 0.62606052 0.35356204 0.49911585 0.29522303] [ 0.5698573 0.48032598 0.5072907 0.38338638 0.59027194] [ 0.72317174 0.46052063 0.62280718 0.32146898 0.48705948] [ 0.21737797 0.58951889 0.44757236 0.73991543 0.61368554] [ 0.41770045 0.50852718 0.3881241 0.56604171 0.53192472] [ 0.53011085 0.58137553 0.40119252 0.50178416 0.31994693] [ 0.54521755 0.52831818 0.49504665 0.59015629 0.46398379] [ 0.70184616 0.44922802 0.59962569 0.43457888 0.45131966] [ 0.44415107 0.60441784 0.40095966 0.64149787 0.53782857] [ 0.40396384 0.50436071 0.52481626 0.67657223 0.56805959] [ 0.64180077 0.41794119 0.54661077 0.28492338 0.41301439] [ 0.39565192 0.65545183 0.46626574 0.54183888 0.50608096] [ 0.37160543 0.57147601 0.43083921 0.76978378 0.53274007] [ 0.67577378 0.4662784 0.54890708 0.36502216 0.50580658] [ 0.58189518 0.59888928 0.66009202 0.56778432 0.51070022] [ 0.65862123 0.4971351 0.53711743 0.68895804 0.44336274] [ 0.83291787 0.46404278 0.40485356 0.17297038 0.36300466] [ 0.69655354 0.38956526 0.70574175 0.46836606 0.46803279] [ 0.85242741 0.39374922 0.52882069 0.22903391 0.43106361] [ 0.67342957 0.45706807 0.55152489 0.40366062 0.34754405] [ 0.61198715 0.48037022 0.53286019 0.62203244 0.39443716] [ 0.58349025 0.54655176 0.4330133 0.58108461 0.49922219] [ 0.20639047 0.67592941 0.43934691 0.7761601 0.51397688] [ 0.39083334 0.68734168 0.31604469 0.66360978 0.50896153] [ 0.39813939 0.51448493 0.43166706 0.59708872 0.38743564] [ 0.19637204 0.66862809 0.3386884 0.77909093 0.45424877] [ 0.45179726 0.54117251 0.4506251 0.65239113 0.65865598] [ 0.63427397 0.53356279 0.3108505 0.50791195 0.36396175] [ 0.77390811 0.46552343 0.5778746 0.31351137 0.44860509] [ 0.46001993 0.54414419 0.33248214 0.5986411 0.56444005] [ 0.69464549 0.34187333 0.69830396 0.59148716 0.39493724] [ 0.54498266 0.4928198 0.47189319 0.67700223 0.28862139] [ 0.38375333 0.540209 0.46865547 0.73253202 0.35402793] [ 0.50197513 0.60601947 0.51499893 0.47139073 0.43963628] [ 0.47636232 0.55904615 0.42739868 0.64662637 0.39808454] [ 0.73826997 0.45068544 0.43078594 0.36821489 0.3507669 ] [ 0.38938761 0.46167433 0.58407426 0.54234088 0.56986072] [ 0.44133697 0.51309565 0.46605605 0.57039614 0.52879473] [ 0.5639583 0.54070527 0.49167916 0.58532959 0.36318125] [ 0.72055091 0.49055086 0.66615126 0.37428146 0.44876039] [ 0.6738907 0.53238951 0.49456076 0.42467031 0.40108411] [ 0.53497334 0.46782428 0.62213981 0.70927078 0.34304895] [ 0.49863272 0.50541904 0.41275999 0.71662382 0.60403343] [ 0.37379356 0.54403733 0.48800911 0.55279468 0.46259978] [ 0.27430894 0.72471163 0.4159801 0.73155834 0.5159288 ] [ 0.33434309 0.66572159 0.4276083 0.80804736 0.6366438 ] [ 0.45969741 0.50366743 0.53478401 0.55811248 0.44474034] [ 0.63712779 0.48959086 0.45246486 0.62775425 0.26580914] [ 0.68978036 0.54687129 0.24750908 0.39464323 0.31052136] [ 0.83933062 0.3967024 0.59319877 0.15884497 0.37013209] [ 0.44761109 0.67368106 0.38912996 0.76512854 0.47030505] [ 0.86889763 0.4584715 0.46581534 0.2630876 0.38794679] [ 0.69631458 0.52853996 0.50941449 0.25496848 0.44317883] [ 0.8009934 0.50124285 0.52498451 0.36164186 0.44524006] [ 0.62581275 0.52680683 0.48207507 0.52470843 0.32190895] [ 0.15523827 0.67754459 0.33100411 0.89199278 0.48237277] [ 0.38166749 0.48051825 0.42074827 0.66049827 0.40112116] [ 0.73614716 0.45775006 0.54132702 0.2405288 0.47243455] [ 0.79901013 0.35897572 0.71068126 0.15149317 0.43649877] [ 0.76105653 0.33137696 0.58258976 0.31757203 0.34939567] [ 0.73362144 0.38956343 0.45671842 0.62028342 0.41975221] [ 0.24885276 0.7153033 0.36659723 0.80428652 0.47653638] [ 0.48530954 0.53286568 0.42099342 0.5101977 0.49452223] [ 0.46762849 0.6054289 0.31858598 0.70284572 0.55939278] [ 0.75581858 0.3645045 0.49590391 0.32616157 0.43964961] [ 0.65384906 0.45067888 0.46471944 0.29486326 0.44055269] [ 0.60258866 0.33987446 0.4741619 0.33720601 0.45311892] [ 0.19039618 0.73036164 0.38521142 0.80746814 0.51129728] [ 0.72598617 0.42369886 0.4908247 0.37286835 0.43043126] [ 0.59792006 0.6050048 0.38316342 0.68426272 0.42316477] [ 0.56799796 0.59322595 0.40240151 0.49762514 0.36508722] [ 0.30412217 0.63391699 0.3721096 0.71806047 0.4285641 ] [ 0.87454729 0.38442019 0.53916875 0.20220661 0.35969094] [ 0.53078978 0.59063942 0.42955791 0.55166229 0.36581065] [ 0.77789529 0.41848866 0.55356915 0.34132708 0.37735126] [ 0.59425035 0.53862256 0.56196008 0.41145537 0.47456676] [ 0.47078982 0.5077363 0.53592156 0.79737423 0.54514889] [ 0.39478686 0.53379243 0.51065255 0.86109333 0.57735652] [ 0.10855302 0.51166744 0.43591671 0.91765422 0.64159352] [ 0.26740858 0.75514241 0.31809201 0.85157544 0.51250754] [ 0.71438514 0.54971048 0.39643763 0.491276 0.41313496] [ 0.31236364 0.44216013 0.37464481 0.74456116 0.49137987] [ 0.41821668 0.58939834 0.51284143 0.73004337 0.54124747] [ 0.43043557 0.55356278 0.44080089 0.55730698 0.35099707] [ 0.63448474 0.42442971 0.5412442 0.47851191 0.48643841] [ 0.30650115 0.52559476 0.53671111 0.71482792 0.49713585] [ 0.79659926 0.43057051 0.55682243 0.27694992 0.33145523] [ 0.548013 0.53633207 0.40012188 0.660341 0.37533382] [ 0.75639619 0.43689262 0.43641459 0.24033544 0.31929884] [ 0.53003975 0.46732309 0.5189871 0.58516487 0.39948791] [ 0.81768225 0.44369612 0.45706017 0.1726551 0.25901631] [ 0.67619004 0.39194616 0.37818031 0.23304199 0.30543104] [ 0.21831476 0.73908248 0.26850701 0.8498487 0.61365483] [ 0.44309083 0.57398643 0.34596008 0.60531907 0.37410555] [ 0.68634489 0.47469935 0.48724994 0.37742761 0.45005056] [ 0.49198104 0.41315001 0.5895927 0.66992857 0.48148362] [ 0.40632915 0.54307535 0.50287398 0.71649981 0.30905441] [ 0.37741804 0.65358938 0.33157063 0.59788301 0.56511754] [ 0.52829911 0.59558847 0.4701673 0.48010604 0.50887066] [ 0.81367345 0.45577241 0.59394333 0.30294756 0.45021092] [ 0.49775589 0.52638075 0.64340405 0.63526798 0.47102306] [ 0.51863543 0.44261462 0.60815269 0.44366521 0.46836871] [ 0.35379183 0.55573494 0.37702522 0.62274575 0.48096233] [ 0.20265474 0.71856579 0.35419296 0.73016175 0.51434659] [ 0.40478696 0.50401804 0.41478233 0.75730285 0.47579648] [ 0.16084701 0.62539098 0.40603841 0.81656511 0.57092523] [ 0.36944446 0.54527811 0.52660937 0.48960774 0.4293952 ] [ 0.84772182 0.40848397 0.54684375 0.18631809 0.40113026] [ 0.60799241 0.49478044 0.54929327 0.72793125 0.41072715] [ 0.44676659 0.39787007 0.44044791 0.56810431 0.57603659] [ 0.15658674 0.60037293 0.39461898 0.89618189 0.55759151] [ 0.24550939 0.54020164 0.5933672 0.82090066 0.65121973] [ 0.69592625 0.52524138 0.51743328 0.31974024 0.35515822] [ 0.37811218 0.51770134 0.4790968 0.72345538 0.59823877] [ 0.84530981 0.35437423 0.45319495 0.27187639 0.34646287] [ 0.66050893 0.34384045 0.58225384 0.325648 0.4774972 ] [ 0.70247527 0.38742599 0.5249507 0.43165476 0.44705534] [ 0.46180479 0.54175004 0.58134306 0.71929109 0.41864928] [ 0.38375333 0.540209 0.46865547 0.73253202 0.35402793] [ 0.55382295 0.52685625 0.40946161 0.64067606 0.2831343 ] [ 0.55187425 0.68541508 0.42633962 0.5694979 0.64001914] [ 0.6647707 0.60466513 0.46726048 0.44328216 0.43007812] [ 0.50900713 0.46420372 0.39751091 0.55197952 0.47956159] [ 0.48062734 0.61041763 0.42633878 0.37904692 0.53476123] [ 0.67541895 0.40373236 0.41436165 0.24695995 0.38796869] [ 0.30504429 0.72087041 0.28872111 0.72431592 0.44853333] [ 0.46728014 0.4133279 0.51108865 0.76957055 0.53606496] Progress: 46.3% ... Training loss: 0.490 ... Validation loss: 0.803[ 0.1919602 0.64094041 0.40651547 0.81423442 0.45647649] [ 0.82229678 0.40728809 0.46827296 0.18171573 0.28554756] [ 0.41264648 0.59546569 0.46339721 0.68048616 0.46263205] [ 0.28306455 0.5864436 0.42554164 0.76945151 0.43353622] [ 0.42372662 0.61508252 0.41319857 0.63666081 0.30797028] [ 0.68780632 0.45385907 0.51519416 0.27187909 0.3856949 ] [ 0.62892797 0.57837626 0.56706104 0.62585626 0.46771573] [ 0.81466021 0.48933447 0.31778218 0.58021844 0.38023988] [ 0.59818732 0.36455368 0.62666331 0.26412483 0.43601917] [ 0.43159046 0.62727289 0.42357397 0.60358885 0.45091666] [ 0.47627504 0.49672949 0.52181054 0.53731032 0.66985392] [ 0.69887608 0.41088916 0.44625654 0.2357632 0.39228778] [ 0.25505741 0.64275714 0.50369787 0.79740208 0.58020793] [ 0.29236855 0.52663907 0.41705465 0.69340928 0.51327309] [ 0.63066753 0.54441618 0.61266196 0.62998221 0.4762775 ] [ 0.67600588 0.48368061 0.53707442 0.25267548 0.33885 ] [ 0.58914859 0.62936888 0.50966242 0.62414895 0.35987161] [ 0.37861645 0.67645 0.46466329 0.70091685 0.38269545] [ 0.3526557 0.52851557 0.53657042 0.77156815 0.58044443] [ 0.6984986 0.30696496 0.44505765 0.32547779 0.39654129] [ 0.44333136 0.5749003 0.48970535 0.74646195 0.332191 ] [ 0.8240482 0.4739429 0.56516866 0.14737763 0.45558517] [ 0.56706976 0.59360561 0.40224672 0.49803457 0.36521617] [ 0.54229824 0.51620352 0.3824481 0.5737851 0.36485837] [ 0.40695726 0.66396775 0.26511848 0.68517567 0.42606775] [ 0.20351302 0.71040784 0.3820214 0.7617336 0.5294498 ] [ 0.66102142 0.5761904 0.6722456 0.48511179 0.49840479] [ 0.19860531 0.61540831 0.36905423 0.90848296 0.53866878] [ 0.38927853 0.52426891 0.40809537 0.69180683 0.46865145] [ 0.35858229 0.59361496 0.31032846 0.78110208 0.47086926] [ 0.20700386 0.53740433 0.3164991 0.93468024 0.56384639] [ 0.23148367 0.6743802 0.33020677 0.84449338 0.61420705] [ 0.19718061 0.59419007 0.49721367 0.81127888 0.46114122] [ 0.52968511 0.45820547 0.54388346 0.55810954 0.50787049] [ 0.83126947 0.38710963 0.56336108 0.21618016 0.42338887] [ 0.84662897 0.44291057 0.5727239 0.17615211 0.43550068] [ 0.65176473 0.52197448 0.56948758 0.37915175 0.40252801] [ 0.67275403 0.37521074 0.44345557 0.57650138 0.46464189] [ 0.80889608 0.37410765 0.56000926 0.22564285 0.4605495 ] [ 0.61064872 0.55890854 0.42354864 0.43366205 0.339432 ] [ 0.74524634 0.51800468 0.52562536 0.39465647 0.45070199] [ 0.81839325 0.48783976 0.60046951 0.19929673 0.44857212] [ 0.78453795 0.40947717 0.58367857 0.29064684 0.4958778 ] [ 0.77912344 0.53925258 0.45715653 0.27539585 0.49959756] [ 0.49076595 0.63642975 0.38969378 0.63377507 0.50275277] [ 0.65673081 0.54474681 0.53255718 0.50382883 0.44450329] [ 0.26803567 0.6204809 0.38951325 0.64492283 0.41506345] [ 0.49212433 0.63354469 0.34358817 0.61059315 0.41331773] [ 0.49469545 0.5224 0.4929413 0.60588943 0.40800011] [ 0.53093585 0.52542075 0.46597456 0.23003568 0.40121842] [ 0.24610209 0.71657958 0.31263708 0.78072802 0.5245649 ] [ 0.30169584 0.50784796 0.43782426 0.83783076 0.57844187] [ 0.67759386 0.40952751 0.53636619 0.50853882 0.43966791] [ 0.7064668 0.38159149 0.43811207 0.26563588 0.36310889] [ 0.35765934 0.61678961 0.37506108 0.61985013 0.56310722] [ 0.58718303 0.6114132 0.34225799 0.61719582 0.48521855] [ 0.55754563 0.47670712 0.43470403 0.69330376 0.35517955] [ 0.32236213 0.66333663 0.51352722 0.68823056 0.50634736] [ 0.3811777 0.60515227 0.50224838 0.64040606 0.61295132] [ 0.67921085 0.50580701 0.35020667 0.43089756 0.34005796] [ 0.24658006 0.69189728 0.40258386 0.7640133 0.52564978] [ 0.39691475 0.4341558 0.47703762 0.75928803 0.51419724] [ 0.33121656 0.57955782 0.43623074 0.80158614 0.52738274] [ 0.62466063 0.55546487 0.62336159 0.50029073 0.45059315] [ 0.51937997 0.58256197 0.52320538 0.43026095 0.43116761] [ 0.88145483 0.20428838 0.47950117 0.14739682 0.40517685] [ 0.64827769 0.49368123 0.43144109 0.35452638 0.31939608] [ 0.58892048 0.6082355 0.54576507 0.47457324 0.50632949] [ 0.83164487 0.36907135 0.5609924 0.16951591 0.39069002] [ 0.54349873 0.55636459 0.41127839 0.65938323 0.55840751] [ 0.4944276 0.41330789 0.41772872 0.58527782 0.51290096] [ 0.45584181 0.56504738 0.3924307 0.61958074 0.35216376] [ 0.61390214 0.5301792 0.43214159 0.37232937 0.40663749] [ 0.53427165 0.539398 0.39134284 0.50859433 0.40686324] [ 0.62521396 0.57255902 0.55661866 0.68027141 0.46511042] [ 0.48765724 0.59988455 0.29096101 0.65748626 0.54054196] [ 0.58199702 0.40112925 0.56090087 0.38154873 0.49367355] [ 0.50646692 0.54447777 0.44582204 0.64023036 0.57775427] [ 0.47827595 0.56514126 0.57248048 0.42823462 0.52629968] [ 0.47927734 0.57567245 0.51312022 0.69609047 0.5163959 ] [ 0.23691603 0.68760912 0.42514454 0.7262963 0.50893445] [ 0.64599505 0.51790521 0.50843211 0.4304514 0.48205672] [ 0.65743752 0.51184766 0.53778724 0.21443747 0.60023224] [ 0.56961288 0.5549684 0.51353327 0.57816118 0.49566214] [ 0.78077506 0.46328489 0.62110662 0.43646028 0.37828735] [ 0.79971432 0.43509359 0.52914502 0.28699659 0.41970428] [ 0.57479132 0.40868224 0.35972667 0.43693264 0.35119204] [ 0.69714637 0.30705836 0.66443795 0.52550986 0.356652 ] [ 0.37194778 0.57134873 0.43089776 0.76966643 0.53268057] [ 0.74490594 0.40303538 0.59739585 0.5709815 0.30364306] [ 0.23116846 0.66545435 0.34351524 0.84619964 0.48283049] [ 0.44963783 0.66778778 0.41606428 0.54545224 0.56973458] [ 0.71686989 0.59263416 0.50508489 0.62283337 0.40755536] [ 0.44956878 0.47581999 0.54146121 0.7290363 0.52408561] [ 0.57938875 0.34019368 0.66505705 0.67064925 0.49005396] [ 0.34916491 0.50450583 0.30679009 0.72024929 0.41588813] [ 0.36207855 0.47535611 0.46889531 0.63007879 0.46514762] [ 0.34776395 0.57980729 0.41707031 0.63779891 0.41446543] [ 0.41088757 0.58528027 0.48599377 0.75143305 0.51624624] [ 0.71432275 0.42193034 0.65529659 0.25823793 0.49109465] [ 0.72641339 0.53108236 0.4945709 0.38484737 0.55614138] [ 0.4242509 0.56689556 0.45521459 0.60382606 0.46232053] [ 0.34333903 0.53970258 0.43794226 0.65638967 0.63990815] [ 0.60817167 0.44085367 0.60219654 0.63489763 0.40404937] [ 0.75436393 0.35590893 0.58546699 0.25948281 0.36548707] [ 0.23199209 0.56150498 0.41311784 0.77204316 0.52322781] [ 0.455079 0.47690889 0.59824201 0.67975535 0.3662584 ] [ 0.29913275 0.58900694 0.54805146 0.64721927 0.57858589] [ 0.60744315 0.47036986 0.52404238 0.37010009 0.48146499] [ 0.25304829 0.58727562 0.47112057 0.81085928 0.57432029] [ 0.26599361 0.49610167 0.53401544 0.76496424 0.60738102] [ 0.75278808 0.65889156 0.53175122 0.45502837 0.36043604] [ 0.51804564 0.61493018 0.53580898 0.425877 0.50587392] [ 0.37690255 0.49985187 0.55241898 0.75584025 0.50352109] [ 0.69828412 0.32914031 0.5643097 0.34141682 0.5094751 ] [ 0.55632119 0.38168255 0.47110331 0.5741514 0.37140478] [ 0.6306989 0.43419905 0.64875515 0.36994007 0.50731912] [ 0.74810968 0.36644281 0.56447869 0.61347651 0.40600624] [ 0.59072251 0.4343024 0.47416995 0.68558783 0.40351134] [ 0.66540079 0.46957636 0.37892992 0.27084763 0.33674762] [ 0.64107696 0.45987715 0.5017639 0.60010639 0.48814454] [ 0.42608061 0.62913529 0.35308059 0.64435817 0.36312846] [ 0.7698173 0.5712858 0.53363272 0.38875975 0.42243777] [ 0.72301903 0.41964547 0.55621569 0.38504744 0.42756444] [ 0.69017142 0.60008822 0.43420009 0.44310068 0.39202143] [ 0.72536732 0.52966881 0.36627598 0.2997369 0.44908699] [ 0.47398529 0.38610025 0.59371431 0.75893758 0.5129963 ] [ 0.19887155 0.56357569 0.49161142 0.83275934 0.57783355] Progress: 46.4% ... Training loss: 0.490 ... Validation loss: 0.803[ 0.53083442 0.4391554 0.57516217 0.326131 0.57240246] [ 0.42233306 0.57495181 0.57161423 0.63461669 0.54032268] [ 0.65163717 0.47100218 0.47731983 0.42994557 0.55031476] [ 0.2419396 0.69361216 0.37068551 0.74261615 0.53454498] [ 0.42558867 0.54435547 0.51940243 0.79366726 0.42611719] [ 0.87722394 0.35126786 0.64946721 0.17149608 0.33426254] [ 0.37932494 0.52721356 0.51416515 0.79929517 0.59657157] [ 0.31690842 0.65378359 0.31286363 0.77470306 0.44677372] [ 0.75850442 0.41723945 0.58248317 0.17501868 0.35957044] [ 0.54961013 0.50244842 0.3564731 0.38037771 0.40101596] [ 0.64479564 0.62817106 0.38915422 0.46180313 0.37056606] [ 0.38428455 0.57580764 0.41246576 0.811854 0.5780246 ] [ 0.45597313 0.43151039 0.50738741 0.56890129 0.57863393] [ 0.18259631 0.52582905 0.55159382 0.77948748 0.5228735 ] [ 0.51026118 0.47054982 0.51482859 0.52206409 0.44827338] [ 0.42849433 0.43936503 0.60319033 0.66960766 0.57504781] [ 0.16655188 0.62073935 0.42078578 0.86871359 0.45377138] [ 0.39717569 0.46512247 0.54653632 0.56339978 0.63941456] [ 0.73405823 0.48030655 0.5973873 0.44902001 0.43876495] [ 0.72074245 0.55377113 0.57548021 0.47791722 0.40060132] [ 0.4431718 0.58619776 0.45162889 0.67279023 0.4909456 ] [ 0.74234568 0.43330372 0.62315648 0.36788385 0.4253465 ] [ 0.56928105 0.50511276 0.46847351 0.45627606 0.43014403] [ 0.2851862 0.53153335 0.37453737 0.83042601 0.50438553] [ 0.49218281 0.67122099 0.3473918 0.49998094 0.3619976 ] [ 0.21344285 0.68122972 0.39825544 0.85857946 0.55892933] [ 0.5679486 0.66050862 0.45615728 0.32114678 0.46764553] [ 0.51395203 0.54148296 0.44854977 0.45737179 0.52087394] [ 0.64187209 0.44080815 0.58081259 0.42229162 0.51500655] [ 0.47456068 0.66006645 0.50244785 0.67061305 0.40913001] [ 0.43672328 0.5923038 0.5610723 0.65879183 0.55242575] [ 0.67957186 0.56517779 0.40290975 0.526849 0.39608792] [ 0.54719059 0.56680849 0.4496012 0.58635337 0.38878838] [ 0.32004979 0.60658603 0.61431176 0.78941408 0.69496781] [ 0.55597315 0.48806843 0.42954896 0.47081999 0.42693672] [ 0.88575897 0.39055576 0.45825251 0.1689789 0.26241301] [ 0.58186479 0.30457009 0.57756618 0.26907333 0.51572509] [ 0.50102417 0.59540493 0.39602473 0.74922215 0.61335871] [ 0.56633066 0.37495212 0.6698268 0.60221902 0.50687551] [ 0.48857171 0.41506802 0.43294167 0.647994 0.3963516 ] [ 0.46543761 0.67349729 0.32857193 0.60278166 0.36491229] [ 0.60192384 0.49586726 0.5158975 0.41705158 0.42207332] [ 0.2081142 0.66190648 0.51915045 0.79145249 0.6717061 ] [ 0.90295913 0.38160809 0.49273037 0.19131798 0.31294439] [ 0.52264059 0.62816152 0.60115151 0.55737412 0.45234853] [ 0.53417088 0.57188799 0.54938405 0.56519046 0.41009603] [ 0.81665622 0.31835004 0.47761512 0.29469206 0.48993185] [ 0.78989781 0.44383362 0.52125015 0.42565373 0.39065316] [ 0.79052224 0.48262084 0.43406589 0.21776661 0.34755919] [ 0.41100732 0.61156547 0.49140368 0.41537686 0.37050667] [ 0.3884309 0.56561487 0.37089332 0.6294467 0.4146586 ] [ 0.64698094 0.43007007 0.49069361 0.50496029 0.36505515] [ 0.58634028 0.45052623 0.40658587 0.61884655 0.45471485] [ 0.42606566 0.58365396 0.4265258 0.40244741 0.56643521] [ 0.19837204 0.55429095 0.42814337 0.76389931 0.56772251] [ 0.56718663 0.42422043 0.49347686 0.56702718 0.37276117] [ 0.52310972 0.46823814 0.50639583 0.57009482 0.61959923] [ 0.72352995 0.41009871 0.54139457 0.62875092 0.38037043] [ 0.82134043 0.47844241 0.47155653 0.20953453 0.36649573] [ 0.25755245 0.7938311 0.27863937 0.80714031 0.47988176] [ 0.34301708 0.54464623 0.48221223 0.68296837 0.40823482] [ 0.7162713 0.4536844 0.56696052 0.40013976 0.44443604] [ 0.72999612 0.2492987 0.54994207 0.38304795 0.43268833] [ 0.44957723 0.60744825 0.55364479 0.84117098 0.5349202 ] [ 0.52012165 0.53299191 0.2596916 0.70781288 0.39083254] [ 0.47864096 0.53230236 0.44132431 0.42684352 0.42652468] [ 0.52081255 0.46480135 0.2752962 0.4885444 0.46247772] [ 0.47155495 0.52112278 0.44651793 0.83274543 0.52310773] [ 0.67837577 0.47635424 0.42334859 0.29029324 0.32602169] [ 0.47220411 0.4351403 0.58968332 0.36476423 0.49917601] [ 0.2726892 0.46870654 0.35951211 0.88613626 0.48644757] [ 0.39574037 0.59679097 0.46616525 0.52771698 0.57251789] [ 0.37694843 0.69437848 0.47745358 0.68586641 0.46231267] [ 0.76434103 0.40383399 0.55078169 0.25792006 0.50054124] [ 0.70997818 0.38768461 0.63036359 0.2505656 0.44986879] [ 0.40178204 0.58051343 0.34057187 0.47787295 0.52184835] [ 0.41470899 0.59071267 0.51310749 0.59441182 0.48031858] [ 0.71747426 0.38487701 0.52252045 0.28970068 0.35494074] [ 0.68284769 0.47341674 0.61360882 0.24984548 0.58876661] [ 0.58468711 0.38084033 0.56502988 0.53988143 0.35655859] [ 0.36424845 0.50632685 0.373659 0.70668353 0.37160124] [ 0.56334568 0.53670757 0.44524543 0.27091428 0.40715885] [ 0.26530176 0.61339572 0.49243891 0.80956182 0.54706605] [ 0.71255431 0.3926279 0.50222099 0.42198888 0.4243541 ] [ 0.44149249 0.42740891 0.5099226 0.67687555 0.47194897] [ 0.44953277 0.67000738 0.29035506 0.65546505 0.5004711 ] [ 0.7412326 0.44658195 0.62496883 0.25249354 0.52187498] [ 0.55286183 0.633902 0.63484105 0.60849246 0.55200008] [ 0.24530927 0.69121855 0.40341379 0.71670255 0.46898382] [ 0.24763441 0.58592049 0.55115822 0.78056759 0.61959359] [ 0.79368431 0.41667781 0.59458436 0.28298423 0.38465936] [ 0.18615973 0.75440153 0.35275485 0.82133164 0.48948194] [ 0.3474553 0.59398612 0.49617466 0.43794974 0.58715539] [ 0.77560665 0.36396207 0.56393595 0.31484954 0.50418011] [ 0.61177281 0.45615879 0.36573776 0.52643139 0.42692563] [ 0.38958664 0.61127292 0.48467739 0.5186581 0.45630162] [ 0.36250289 0.72757858 0.30744308 0.679594 0.44735421] [ 0.7191298 0.58525924 0.50979832 0.40639041 0.4916828 ] [ 0.22200219 0.58283376 0.42431492 0.87730062 0.46026959] [ 0.42546186 0.58708321 0.44040888 0.71814355 0.45343652] [ 0.55428777 0.59248067 0.54067483 0.44997474 0.4399336 ] [ 0.60569359 0.57342475 0.51171651 0.61843199 0.34873007] [ 0.33007564 0.57604197 0.46928321 0.71712886 0.50769835] [ 0.19583986 0.67380311 0.4043651 0.59208478 0.48221585] [ 0.42766102 0.65080941 0.29487996 0.61434572 0.41388209] [ 0.802073 0.45426995 0.51096084 0.39088585 0.39419064] [ 0.25345797 0.68021828 0.39251021 0.79018432 0.52975275] [ 0.79368779 0.45836614 0.63610013 0.17013397 0.5076354 ] [ 0.5421887 0.53742234 0.65489082 0.6171149 0.5250201 ] [ 0.76937242 0.49433652 0.46762485 0.23561571 0.40796305] [ 0.6926068 0.39196517 0.51580586 0.36316582 0.39904296] [ 0.43166829 0.55982741 0.52367002 0.54481193 0.54353118] [ 0.78544861 0.33832463 0.61385903 0.25620754 0.4342877 ] [ 0.84140141 0.35003826 0.53198117 0.2946532 0.45009233] [ 0.65879184 0.35333294 0.41779123 0.42179984 0.51005041] [ 0.84528679 0.68884866 0.48686296 0.42573856 0.37057778] [ 0.64970587 0.62878649 0.50175357 0.40747499 0.54352861] [ 0.57058642 0.52212842 0.64047159 0.38713746 0.45718652] [ 0.76803557 0.45149629 0.44291215 0.34998604 0.37072398] [ 0.77709803 0.50238793 0.39346491 0.46321823 0.32158576] [ 0.62529624 0.44906324 0.510852 0.66006738 0.34114746] [ 0.64985977 0.54893198 0.4079676 0.51694771 0.40670671] [ 0.12698834 0.67193605 0.409464 0.87977077 0.6132501 ] [ 0.41109136 0.69451885 0.35350981 0.75736109 0.36462675] [ 0.23412948 0.65921405 0.32110352 0.83254665 0.43749116] [ 0.69966995 0.57050845 0.56550776 0.41475841 0.46957734] [ 0.49801327 0.62824279 0.44590227 0.66966973 0.54716291] [ 0.51730477 0.49060722 0.54461287 0.37120515 0.43785597] Progress: 46.4% ... Training loss: 0.489 ... Validation loss: 0.802[ 0.75598476 0.34909841 0.59356253 0.26282527 0.43458039] [ 0.08588292 0.70722019 0.36118579 0.88222562 0.54952972] [ 0.40581925 0.49511877 0.53555968 0.52583827 0.44964733] [ 0.64886968 0.44228519 0.45587635 0.4138042 0.49496403] [ 0.39162291 0.41792411 0.42125475 0.63133073 0.46554893] [ 0.80512182 0.5069749 0.53551613 0.22032865 0.4622323 ] [ 0.56967909 0.41026164 0.43234868 0.37968321 0.4281754 ] [ 0.71395558 0.43800478 0.44403705 0.3029282 0.37603799] [ 0.78241591 0.38190293 0.48759579 0.29997092 0.3696385 ] [ 0.45709007 0.52468612 0.43372117 0.42326658 0.53563243] [ 0.56065816 0.57766367 0.54134791 0.55179135 0.34223998] [ 0.72129114 0.55079049 0.40357568 0.56028803 0.51485247] [ 0.53482056 0.38672023 0.45624718 0.3454252 0.52741784] [ 0.59370053 0.48734633 0.58959747 0.65970332 0.48277737] [ 0.54803575 0.53402992 0.48928825 0.459023 0.33525054] [ 0.49286809 0.55883917 0.51260054 0.69901557 0.43315958] [ 0.37975057 0.52712092 0.51419573 0.79913179 0.5965747 ] [ 0.47052977 0.48037196 0.53538222 0.33770149 0.50404112] [ 0.55590658 0.40847793 0.45781934 0.67117531 0.34153 ] [ 0.73326792 0.38443261 0.56331556 0.24625375 0.3488854 ] [ 0.76074369 0.32435461 0.47831228 0.41140383 0.35063462] [ 0.56500831 0.38078786 0.50625802 0.69638991 0.49129578] [ 0.4717779 0.44982509 0.58466679 0.47692513 0.674053 ] [ 0.34287127 0.53323065 0.47345363 0.86549346 0.5370824 ] [ 0.86741076 0.42974444 0.54307365 0.26228229 0.39166103] [ 0.6442869 0.39201439 0.70414597 0.4218464 0.38350624] [ 0.50195955 0.61668025 0.4058523 0.61256216 0.44287634] [ 0.37969742 0.59006722 0.43394863 0.67297162 0.46625029] [ 0.52616816 0.38990842 0.45228174 0.56784682 0.54021133] [ 0.54732745 0.37843806 0.5904463 0.34667875 0.4665155 ] [ 0.51887353 0.61502801 0.38282815 0.77469533 0.48637038] [ 0.32051223 0.45137866 0.45947262 0.8734608 0.64092585] [ 0.42792534 0.541448 0.34221073 0.51983631 0.3919669 ] [ 0.60875589 0.56461619 0.47356658 0.74498613 0.3470034 ] [ 0.24601933 0.57233919 0.48550295 0.78707116 0.59747001] [ 0.80515046 0.43591593 0.55284987 0.29193378 0.44613401] [ 0.48619515 0.60048929 0.35872234 0.53261356 0.41147762] [ 0.59059297 0.48134628 0.55449138 0.46096355 0.48089774] [ 0.71828099 0.41221796 0.40701676 0.16844482 0.36144346] [ 0.56164724 0.48115572 0.53006184 0.6250852 0.40887957] [ 0.57456425 0.32921533 0.54189225 0.52452457 0.45621098] [ 0.71406319 0.57494017 0.4951325 0.51823942 0.40991925] [ 0.3622968 0.57407294 0.49682042 0.67302111 0.65947904] [ 0.58111506 0.47784518 0.49563749 0.42379152 0.37578038] [ 0.36881565 0.54579223 0.52639999 0.48998549 0.42956764] [ 0.55298862 0.41200672 0.65125715 0.3339948 0.47305717] [ 0.25571143 0.73853175 0.32327929 0.84014659 0.59300313] [ 0.32812574 0.53548105 0.36714925 0.50165366 0.47735397] [ 0.31903959 0.58766641 0.46704529 0.55890414 0.41128066] [ 0.78818237 0.54246187 0.31476535 0.46993107 0.3141023 ] [ 0.86242429 0.46395395 0.45028987 0.20827459 0.40421063] [ 0.49020745 0.50443316 0.44439567 0.48862187 0.38178762] [ 0.48651569 0.57668862 0.42550784 0.54046302 0.6029627 ] [ 0.56323206 0.45744947 0.45116581 0.75533525 0.43699183] [ 0.80330934 0.35180659 0.54312666 0.25218161 0.42691747] [ 0.78181555 0.30986538 0.59127101 0.1612668 0.347376 ] [ 0.73657225 0.49840397 0.47684163 0.19534075 0.42182216] [ 0.67062772 0.40876882 0.39536242 0.43639717 0.61167548] [ 0.50018381 0.66575356 0.46613446 0.4576352 0.47524455] [ 0.50634355 0.5967759 0.42361704 0.66938571 0.44082858] [ 0.38515746 0.57484751 0.52240899 0.7456603 0.66373888] [ 0.55590658 0.40847793 0.45781934 0.67117531 0.34153 ] [ 0.58477752 0.58176621 0.46145468 0.53352055 0.55635706] [ 0.54527076 0.61072006 0.56435116 0.61777963 0.53996025] [ 0.40980806 0.61211089 0.49118052 0.41602139 0.37069231] [ 0.60221773 0.37886146 0.55946451 0.57883526 0.42222489] [ 0.4000526 0.52875218 0.51051038 0.79856722 0.57486652] [ 0.76898894 0.44804879 0.53749058 0.41472785 0.43840528] [ 0.42605484 0.47260337 0.38184463 0.57371413 0.37464616] [ 0.44483563 0.56320861 0.47754237 0.55285254 0.41358601] [ 0.76222894 0.32050497 0.55205316 0.21641097 0.37932069] [ 0.70664795 0.48517185 0.46009192 0.58958429 0.41761364] [ 0.42752353 0.49577715 0.45225487 0.59739702 0.44022451] [ 0.37203149 0.60993685 0.41444861 0.69966336 0.52450755] [ 0.53999084 0.42834114 0.38363654 0.62257136 0.34380795] [ 0.72768187 0.38391716 0.57289094 0.45497034 0.35858284] [ 0.64010433 0.56855106 0.43026755 0.31184178 0.45126815] [ 0.73893244 0.46059991 0.54092497 0.37905513 0.51950845] [ 0.48939861 0.51157624 0.50509304 0.66847683 0.42481177] [ 0.37540924 0.51726895 0.4472797 0.82738321 0.51181733] [ 0.62889746 0.56091667 0.67633927 0.49964571 0.48447436] [ 0.41557587 0.547896 0.49810067 0.69761736 0.42784055] [ 0.47403833 0.47997942 0.5307624 0.74751886 0.4849442 ] [ 0.55530154 0.5404483 0.49145843 0.72146144 0.39439524] [ 0.5244293 0.44453355 0.63612521 0.62633107 0.53882995] [ 0.2165821 0.70857979 0.47872127 0.81017385 0.55236451] [ 0.73154395 0.46606802 0.51470245 0.2229328 0.44537966] [ 0.77279371 0.4198309 0.47818489 0.26498311 0.44838881] [ 0.53376283 0.46278041 0.53740133 0.63509322 0.41622733] [ 0.53177013 0.66195242 0.43787995 0.66422022 0.41417005] [ 0.2558658 0.61272788 0.40296662 0.73320942 0.4440921 ] [ 0.68088288 0.50028849 0.49222096 0.34776054 0.43321512] [ 0.56157487 0.56129344 0.38166642 0.51837528 0.4588794 ] [ 0.75608912 0.3838979 0.58975808 0.5098569 0.41573835] [ 0.61374741 0.43573906 0.54250763 0.67083021 0.46286832] [ 0.36130157 0.56514695 0.57340443 0.75577167 0.479902 ] [ 0.5388369 0.38915394 0.53536244 0.36577886 0.45078127] [ 0.26367401 0.7209798 0.2952725 0.81682032 0.43332014] [ 0.33758178 0.57222771 0.45993777 0.55980756 0.40798358] [ 0.70129519 0.45314432 0.49246808 0.65299461 0.45521607] [ 0.57374042 0.58943088 0.55249481 0.69245551 0.53442208] [ 0.64375824 0.53973786 0.36581773 0.48534321 0.33983227] [ 0.68042174 0.49700739 0.67549433 0.40184613 0.40983217] [ 0.32472323 0.52775643 0.41545284 0.70607887 0.41307314] [ 0.44467612 0.52548912 0.50293163 0.67954806 0.44722527] [ 0.64859977 0.51979005 0.39351511 0.42204254 0.32981696] [ 0.38243777 0.5677747 0.51161519 0.59754332 0.55138307] [ 0.60640846 0.40498352 0.42117388 0.71856849 0.35909786] [ 0.36497981 0.6478395 0.4503333 0.8875228 0.61428487] [ 0.67997907 0.35853891 0.67313476 0.3125962 0.38910422] [ 0.64002974 0.47545181 0.53664832 0.25497332 0.51521655] [ 0.42311458 0.43461866 0.49391702 0.83498552 0.46438943] [ 0.78122132 0.49048578 0.53617222 0.37457848 0.32377959] [ 0.83486561 0.35377927 0.52319374 0.27434149 0.41705148] [ 0.59342598 0.43922084 0.33458652 0.46007847 0.50220596] [ 0.54654974 0.52245903 0.44136194 0.59695893 0.37222534] [ 0.67108738 0.40380337 0.54843321 0.31359239 0.54434547] [ 0.55310988 0.48943359 0.43631668 0.48854951 0.31055832] [ 0.86534561 0.5367938 0.46696481 0.38600524 0.35711238] [ 0.42013067 0.49274996 0.51888172 0.77578892 0.56827425] [ 0.72087262 0.35849584 0.55868675 0.18658211 0.48574541] [ 0.56095549 0.59384086 0.48385855 0.61110978 0.41311207] [ 0.20971951 0.58207711 0.57229318 0.84514818 0.71999895] [ 0.82844309 0.45609305 0.63215454 0.2232799 0.46531704] [ 0.6763192 0.36159551 0.63698496 0.29186071 0.5103514 ] [ 0.44660308 0.49842451 0.49211816 0.63761582 0.39762803] [ 0.47968869 0.51100902 0.53114657 0.61880165 0.34605554] [ 0.56954799 0.60819011 0.42149885 0.64936233 0.38172899] Progress: 46.5% ... Training loss: 0.489 ... Validation loss: 0.805[ 0.30311076 0.59872597 0.33383944 0.76460719 0.56555895] [ 0.19465643 0.61956054 0.4316245 0.84601629 0.46611958] [ 0.47784531 0.4856012 0.46010149 0.5802869 0.46752978] [ 0.2593184 0.60147066 0.50367371 0.72482654 0.45287245] [ 0.82644274 0.3496546 0.59491636 0.25951656 0.38554533] [ 0.46920337 0.51266082 0.5875498 0.46019772 0.44720212] [ 0.48622596 0.71663712 0.3495696 0.6094252 0.49097664] [ 0.13078564 0.67387893 0.3746637 0.86683175 0.51306109] [ 0.81714199 0.40612578 0.3635864 0.23315735 0.36196336] [ 0.80709543 0.53014487 0.48796307 0.1955136 0.47922864] [ 0.4405245 0.64113926 0.43685687 0.75234603 0.4152132 ] [ 0.6431006 0.66509866 0.36086629 0.68251264 0.32494319] [ 0.47792015 0.5397106 0.4580014 0.59780633 0.41832227] [ 0.6114082 0.52045418 0.57343793 0.62322924 0.43248113] [ 0.41010481 0.53423499 0.41250715 0.73824151 0.46958599] [ 0.67758221 0.54697286 0.38507038 0.32676141 0.37399843] [ 0.34557681 0.42928633 0.44248296 0.73148734 0.50485333] [ 0.44215726 0.52055805 0.30474614 0.81111622 0.41287936] [ 0.70066318 0.31702287 0.55717038 0.44174307 0.36047851] [ 0.83421372 0.58682125 0.4789977 0.35065566 0.37090902] [ 0.65895421 0.40433139 0.33514328 0.41603223 0.47560393] [ 0.67545101 0.41859365 0.53938041 0.32866779 0.43469485] [ 0.37974578 0.60691908 0.33151851 0.63235806 0.48445851] [ 0.47147586 0.6732762 0.3364131 0.7653359 0.50484912] [ 0.57271911 0.48533676 0.50969801 0.41340345 0.36698186] [ 0.45367319 0.5085836 0.47066562 0.73774939 0.33732682] [ 0.80554842 0.48298872 0.44724542 0.18900954 0.37013157] [ 0.6053275 0.56039704 0.44656642 0.56453454 0.36318408] [ 0.15995558 0.67492218 0.3781847 0.86042145 0.49946711] [ 0.55068832 0.37964448 0.47869678 0.41948578 0.41125518] [ 0.21124251 0.565453 0.47187559 0.76917512 0.64616474] [ 0.64027436 0.52511565 0.46922542 0.5553416 0.40567005] [ 0.33240495 0.53213219 0.49013674 0.80392457 0.63698386] [ 0.48126676 0.39342755 0.5047781 0.78456176 0.46377497] [ 0.44616579 0.48298911 0.52504306 0.41786918 0.51512551] [ 0.80130111 0.47262141 0.57094041 0.27673821 0.48510829] [ 0.56533956 0.33757671 0.45247372 0.52515056 0.41763714] [ 0.87093193 0.38060929 0.41527552 0.28307004 0.32745544] [ 0.41725886 0.48545692 0.48607116 0.85091038 0.52579003] [ 0.26076497 0.65546408 0.39914202 0.86818738 0.44617526] [ 0.51933284 0.66520963 0.44054935 0.64053986 0.55313793] [ 0.55402061 0.4553969 0.52376145 0.68394967 0.3838161 ] [ 0.52345452 0.44560515 0.4914482 0.84657385 0.53905951] [ 0.38778079 0.41163009 0.53644347 0.71513153 0.45264399] [ 0.72139797 0.52134187 0.36059799 0.29443996 0.35647986] [ 0.15796483 0.61348878 0.50201851 0.89404107 0.51896604] [ 0.61777802 0.4943629 0.56154606 0.70847499 0.49520591] [ 0.59092211 0.40321388 0.41586139 0.30337671 0.43801348] [ 0.57531729 0.55429524 0.42708371 0.5688217 0.39437405] [ 0.48890396 0.53422579 0.44336982 0.45942511 0.5077376 ] [ 0.7813373 0.5289136 0.44717955 0.4198549 0.36372166] [ 0.49167559 0.4399709 0.58789941 0.53785135 0.46551679] [ 0.56813091 0.46419887 0.53770309 0.41354355 0.36774261] [ 0.51627637 0.46663216 0.506227 0.40666836 0.58885344] [ 0.38046205 0.59422452 0.36692441 0.55488721 0.48986915] [ 0.82791634 0.40775379 0.58138523 0.17291369 0.45103408] [ 0.43451159 0.61509961 0.44157792 0.59263249 0.54980116] [ 0.40538971 0.59591767 0.38352853 0.57884988 0.37448102] [ 0.7146116 0.47057111 0.62826252 0.30957441 0.49014192] [ 0.2987448 0.5780061 0.42216228 0.85629464 0.3935276 ] [ 0.41771794 0.65265233 0.35967788 0.65637493 0.43116247] [ 0.78861015 0.38667913 0.55093006 0.34988566 0.47916384] [ 0.33779415 0.53429292 0.49161679 0.70763298 0.4375704 ] [ 0.3114982 0.5864474 0.54375177 0.84619599 0.47897745] [ 0.55226292 0.32674583 0.45205557 0.66056324 0.40238214] [ 0.80308963 0.43274887 0.53974453 0.34974821 0.47570403] [ 0.70153504 0.53793123 0.34839394 0.36309662 0.36620504] [ 0.82958835 0.539953 0.44636193 0.30034424 0.411127 ] [ 0.84124284 0.31876645 0.58608654 0.31412845 0.33647497] [ 0.37690503 0.60806726 0.36937976 0.80266506 0.57298567] [ 0.30163553 0.55039592 0.64323668 0.77645128 0.42158943] [ 0.49779189 0.53043576 0.50643818 0.56337842 0.44132552] [ 0.55654017 0.38003275 0.56482774 0.45806309 0.51269856] [ 0.62392968 0.55047033 0.45875747 0.48173088 0.57265636] [ 0.73415954 0.46641695 0.5424328 0.29368156 0.4764154 ] [ 0.64444495 0.52938542 0.49699813 0.31311128 0.4361836 ] [ 0.35927925 0.48455652 0.5037784 0.68879968 0.48481222] [ 0.49447101 0.53087646 0.5110201 0.44821682 0.41639538] [ 0.72504253 0.45686039 0.50422595 0.23473546 0.44255295] [ 0.77875886 0.4899782 0.54598822 0.35301946 0.42588908] [ 0.47723355 0.34626003 0.51977346 0.68065455 0.44052663] [ 0.32031271 0.52058897 0.4053027 0.64103824 0.4258069 ] [ 0.62811178 0.5927654 0.38862393 0.48981364 0.43012942] [ 0.53655961 0.56127607 0.38300736 0.46560336 0.36769925] [ 0.43499415 0.49473499 0.45633508 0.71317714 0.4302569 ] [ 0.87218566 0.37912041 0.53113736 0.16455208 0.41375876] [ 0.58560411 0.41589372 0.38863188 0.51730878 0.48073145] [ 0.68953021 0.4347298 0.45689277 0.35498506 0.38372642] [ 0.45995565 0.52063675 0.53469814 0.77874097 0.51870768] [ 0.59592746 0.52866799 0.54301935 0.39849777 0.56988546] [ 0.57895648 0.5355087 0.57215887 0.67936525 0.41726424] [ 0.50831639 0.66427364 0.33193952 0.53003688 0.38591667] [ 0.20518952 0.55860339 0.55224761 0.65257128 0.67208603] [ 0.49331796 0.64074546 0.36076128 0.73873379 0.62203903] [ 0.37566722 0.40791048 0.53619757 0.47381322 0.65905845] [ 0.64448575 0.4699343 0.47170051 0.44330769 0.38596513] [ 0.13819742 0.64339073 0.41864361 0.72602442 0.52576889] [ 0.50888626 0.6230929 0.49410738 0.55755149 0.46752305] [ 0.78976303 0.44465129 0.45868381 0.38520021 0.44957611] [ 0.19688048 0.68540518 0.35015933 0.77501468 0.47861232] [ 0.35920051 0.55972472 0.53982013 0.76686115 0.45310816] [ 0.62486809 0.49646436 0.51456804 0.49856302 0.46246863] [ 0.7832669 0.37261246 0.66301447 0.25607719 0.4123215 ] [ 0.36273761 0.4273189 0.63891284 0.72851047 0.58372308] [ 0.81686934 0.44430688 0.45679449 0.17297249 0.25916989] [ 0.53687024 0.53386347 0.37740356 0.51669517 0.3898407 ] [ 0.68748308 0.51951799 0.52263668 0.30767207 0.37036375] [ 0.21027337 0.68422416 0.36744423 0.87692881 0.56789298] [ 0.75005761 0.38998509 0.43841114 0.64134471 0.38032263] [ 0.73831183 0.43143891 0.57578537 0.68390125 0.40284093] [ 0.78883422 0.42980429 0.54293916 0.24297363 0.42141007] [ 0.61506986 0.57205447 0.55954819 0.49612901 0.36880217] [ 0.52203867 0.56026536 0.49146507 0.48359811 0.57123178] [ 0.5127173 0.49885023 0.5456428 0.39207986 0.36874288] [ 0.36718342 0.50375844 0.47691054 0.56438659 0.58800041] [ 0.66903061 0.43023252 0.50802641 0.5248529 0.35617083] [ 0.74284474 0.41266765 0.4847922 0.59773803 0.43959514] [ 0.54783183 0.47339172 0.4719356 0.30659544 0.4458252 ] [ 0.5195044 0.49107059 0.37675152 0.61738691 0.42414677] [ 0.62155638 0.57964741 0.51250683 0.50180546 0.38538838] [ 0.19460177 0.69037512 0.44076587 0.79258445 0.66168687] [ 0.58130944 0.38804041 0.68496257 0.6575159 0.43561707] [ 0.49914386 0.66098379 0.38016122 0.57644547 0.42753423] [ 0.73424051 0.4802392 0.59741365 0.44883588 0.43874749] [ 0.21675855 0.6490262 0.45033185 0.87160465 0.54875518] [ 0.5505403 0.48604948 0.48843607 0.58543873 0.4239187 ] [ 0.40038113 0.60504089 0.59670648 0.55449017 0.54503856] [ 0.28126256 0.5557693 0.42341363 0.81949588 0.56444741] Progress: 46.5% ... Training loss: 0.489 ... Validation loss: 0.802[ 0.57279992 0.46946583 0.55682049 0.55040583 0.430252 ] [ 0.34226814 0.52956037 0.52703524 0.53313733 0.39699363] [ 0.76798368 0.41888891 0.42186831 0.31418102 0.32761814] [ 0.21614365 0.54172119 0.53360465 0.7344658 0.47432857] [ 0.44435168 0.5953877 0.47013435 0.89024043 0.5334967 ] [ 0.41347704 0.56027369 0.38858143 0.63845563 0.50661154] [ 0.55395794 0.31012613 0.43844315 0.41797257 0.5313756 ] [ 0.29660414 0.54922577 0.475578 0.69335579 0.40439463] [ 0.32479666 0.47516203 0.50448195 0.8124619 0.51824368] [ 0.84993193 0.463043 0.46784873 0.38825239 0.38610604] [ 0.6227748 0.50168971 0.59856842 0.34884073 0.56601969] [ 0.43506914 0.60278375 0.40902878 0.53996125 0.35002576] [ 0.51383133 0.5188241 0.50828809 0.60810347 0.47801805] [ 0.63874262 0.64666635 0.43331978 0.54087469 0.46290135] [ 0.70383599 0.47743207 0.5200915 0.28900956 0.31837474] [ 0.41081736 0.53608966 0.42388549 0.66619137 0.55048635] [ 0.33463037 0.56500328 0.42837563 0.64869276 0.41733849] [ 0.50349905 0.48230753 0.44444744 0.47173129 0.49266857] [ 0.70534844 0.61238785 0.36845921 0.48134257 0.38593163] [ 0.72991266 0.43859534 0.39122009 0.23330817 0.27653293] [ 0.45994513 0.5504081 0.38665795 0.65226588 0.44096092] [ 0.80464252 0.51207177 0.47034102 0.18286782 0.35116604] [ 0.6350832 0.41451347 0.46209996 0.52901779 0.34663844] [ 0.55395794 0.31012613 0.43844315 0.41797257 0.5313756 ] [ 0.59485597 0.37195636 0.60683315 0.36082419 0.52240012] [ 0.67504818 0.5943782 0.41417315 0.33430662 0.47750672] [ 0.5585118 0.50002717 0.54335801 0.53598854 0.59167016] [ 0.27255151 0.6591555 0.46083802 0.74953441 0.55377488] [ 0.65129283 0.45043472 0.62609333 0.46221136 0.40435245] [ 0.61186017 0.5329545 0.42074313 0.36013833 0.48706943] [ 0.79935201 0.50004903 0.49338125 0.30057306 0.34286799] [ 0.45152117 0.65177259 0.32931953 0.67535437 0.38470023] [ 0.71039281 0.40521605 0.51768965 0.25389895 0.4420929 ] [ 0.5811762 0.54603 0.36038055 0.37288163 0.33070766] [ 0.39016891 0.48406109 0.52365844 0.51305949 0.58196645] [ 0.79404702 0.43486353 0.49949516 0.38467245 0.45201176] [ 0.67459328 0.5167874 0.55976203 0.24671685 0.57362831] [ 0.31637854 0.6944951 0.41184776 0.69290546 0.45197608] [ 0.68406813 0.32108592 0.51831755 0.51739651 0.37164602] [ 0.85293076 0.37972111 0.46829174 0.26793271 0.38916321] [ 0.75153642 0.48480489 0.3954668 0.57966155 0.46950552] [ 0.64590839 0.3513393 0.59314773 0.50924142 0.34806851] [ 0.57189066 0.43727121 0.45791113 0.40242935 0.35492853] [ 0.50609304 0.50162984 0.39234657 0.53680178 0.40983027] [ 0.29747699 0.55127899 0.52436967 0.53676019 0.56759809] [ 0.59215345 0.39911155 0.37968061 0.73287843 0.36979339] [ 0.86582888 0.28135654 0.60870574 0.17820172 0.36877639] [ 0.23514166 0.70691167 0.49033029 0.82725135 0.67169933] [ 0.71453916 0.28044758 0.54576777 0.39023472 0.41670993] [ 0.64681685 0.65050491 0.35528018 0.62653587 0.44542748] [ 0.8365513 0.53240426 0.45055237 0.39389652 0.28469343] [ 0.68749142 0.55501331 0.45412984 0.41863914 0.39487824] [ 0.73693074 0.46660185 0.63964815 0.47058966 0.38392267] [ 0.41562636 0.5793515 0.3308522 0.44057454 0.47922004] [ 0.67119138 0.6478719 0.36789143 0.49771632 0.45518719] [ 0.65202422 0.51058719 0.66277856 0.38075351 0.50715617] [ 0.65956911 0.36129188 0.38333875 0.42678222 0.4163739 ] [ 0.58585851 0.47777596 0.46432269 0.53887622 0.56891486] [ 0.80870826 0.42124708 0.5313046 0.41480936 0.36364502] [ 0.80307544 0.39647037 0.55035741 0.23895385 0.44794894] [ 0.59613225 0.55807367 0.50612461 0.48702918 0.37996674] [ 0.47976927 0.55502929 0.42350657 0.84375181 0.53124639] [ 0.66345964 0.44734708 0.54609633 0.54607819 0.49077547] [ 0.56280843 0.54982167 0.47778133 0.36401568 0.44179461] [ 0.5960297 0.56012735 0.37447844 0.42225948 0.5251471 ] [ 0.41347704 0.56027369 0.38858143 0.63845563 0.50661154] [ 0.59781477 0.52379432 0.52124806 0.56507 0.44596208] [ 0.43085236 0.59461643 0.47360994 0.42107039 0.40623434] [ 0.38629084 0.45800187 0.41001129 0.6509576 0.42441509] [ 0.57370752 0.4304242 0.44425468 0.4347087 0.60910114] [ 0.62641668 0.58536844 0.6323382 0.52827579 0.46021054] [ 0.62641668 0.58536844 0.6323382 0.52827579 0.46021054] [ 0.7330117 0.44201406 0.66706918 0.40178456 0.44934413] [ 0.40355663 0.57618648 0.41263543 0.70187255 0.4277729 ] [ 0.52681554 0.38965181 0.45240001 0.56743699 0.54011228] [ 0.51724824 0.53660277 0.44911952 0.61131612 0.46808748] [ 0.36147229 0.55167613 0.46265229 0.64255282 0.53648483] [ 0.43687685 0.65402624 0.40290172 0.83955997 0.49959848] [ 0.5414989 0.57358793 0.4026316 0.44833523 0.4179247 ] [ 0.31973562 0.56502594 0.52230437 0.75958994 0.60268256] [ 0.45325282 0.60506217 0.36244867 0.60042756 0.43686157] [ 0.43133814 0.5808143 0.47915638 0.75846592 0.48363689] [ 0.74332801 0.47742536 0.49232334 0.22132681 0.39383987] [ 0.24198225 0.77877043 0.30990495 0.7860591 0.49590103] [ 0.36086462 0.49321957 0.5871258 0.66820567 0.48119129] [ 0.70248365 0.38751956 0.52492841 0.43151449 0.44708885] [ 0.40581317 0.50206158 0.50637186 0.66260389 0.58686096] [ 0.31708921 0.57619204 0.42566973 0.78731257 0.39497872] [ 0.7497135 0.51190709 0.42638646 0.23480568 0.44494846] [ 0.41070721 0.46072695 0.60732946 0.74047253 0.35709555] [ 0.7238477 0.48156172 0.44801162 0.37506035 0.37983854] [ 0.69538344 0.4335504 0.575401 0.481051 0.47120949] [ 0.51323238 0.54102897 0.40520477 0.42230825 0.45563179] [ 0.40112396 0.55312322 0.4242279 0.771823 0.55777567] [ 0.827219 0.47938474 0.57509419 0.31239433 0.4064975 ] [ 0.59397629 0.43882382 0.63294911 0.40914823 0.44571232] [ 0.29938388 0.47043589 0.52053881 0.68368757 0.5114293 ] [ 0.63154812 0.46175925 0.50535211 0.49269304 0.47287156] [ 0.3063379 0.50731657 0.3664519 0.85081004 0.42075004] [ 0.5493298 0.44619168 0.59361428 0.33174624 0.49510305] [ 0.67072352 0.43756946 0.48121923 0.27342799 0.40754173] [ 0.6352777 0.49988604 0.41093599 0.27153412 0.41377932] [ 0.55117201 0.58420017 0.3356457 0.42772801 0.35985926] [ 0.54067114 0.48775284 0.47566512 0.50818081 0.4201838 ] [ 0.44291433 0.53352136 0.56663559 0.68732943 0.5769487 ] [ 0.83570174 0.44022081 0.46536789 0.24723193 0.32352974] [ 0.46163903 0.6142487 0.35840007 0.62641134 0.49523471] [ 0.60851198 0.44981032 0.62830436 0.62659376 0.46123859] [ 0.79167436 0.38154817 0.60228208 0.56676436 0.35032402] [ 0.77323847 0.56697761 0.57799362 0.36109705 0.43553206] [ 0.31647351 0.677071 0.40727215 0.67238056 0.47719651] [ 0.24222727 0.60711095 0.46870542 0.71755361 0.58377818] [ 0.22736147 0.72662334 0.39612772 0.71350179 0.47663473] [ 0.6310498 0.41359309 0.61998011 0.70043399 0.45998394] [ 0.69940498 0.66825564 0.56168133 0.47065235 0.44567569] [ 0.7514306 0.35430988 0.52795621 0.33372905 0.25232484] [ 0.46330642 0.57037309 0.49834066 0.79090554 0.41541979] [ 0.21296165 0.65606625 0.41875284 0.7520712 0.51220514] [ 0.19683798 0.56843615 0.47153001 0.70733229 0.51455395] [ 0.80361492 0.43790778 0.39708414 0.39317188 0.54047061] [ 0.57086249 0.54860533 0.45291373 0.37225673 0.42322527] [ 0.44636082 0.60483868 0.30004815 0.65452717 0.43451124] [ 0.2990287 0.6099728 0.42129901 0.84339914 0.65926335] [ 0.71376234 0.50219468 0.49663987 0.29910289 0.29671413] [ 0.60271566 0.52437846 0.50790196 0.54276249 0.34847147] [ 0.18669496 0.60646723 0.36793636 0.86347701 0.58429055] [ 0.64265109 0.43568419 0.42332301 0.5580512 0.4811702 ] [ 0.70588899 0.43861327 0.45200574 0.36208199 0.39589087] Progress: 46.5% ... Training loss: 0.488 ... Validation loss: 0.802[ 0.71671027 0.55608054 0.23184607 0.54772567 0.3737777 ] [ 0.7546807 0.53958332 0.37079884 0.41513202 0.45445911] [ 0.78021598 0.44717291 0.58241357 0.38524893 0.34070057] [ 0.67644772 0.51012073 0.5046865 0.45063391 0.4948488 ] [ 0.40206976 0.74064054 0.28649047 0.798646 0.52040357] [ 0.83344568 0.40068323 0.66782811 0.21836539 0.38980106] [ 0.52627155 0.50923148 0.31170596 0.55526256 0.31608923] [ 0.33842647 0.58080293 0.34638305 0.85990381 0.42585663] [ 0.87460489 0.36901257 0.4437513 0.13887917 0.40311493] [ 0.59034585 0.4826306 0.63510843 0.66909222 0.39761907] [ 0.39732072 0.55792856 0.44021742 0.5819974 0.42502764] [ 0.19776833 0.67154153 0.4520455 0.7423379 0.5319681 ] [ 0.61552704 0.51981949 0.35941741 0.55086449 0.44841739] [ 0.28672858 0.60411733 0.41670151 0.78633273 0.53651236] [ 0.82827541 0.34018441 0.41976784 0.10586177 0.27924862] [ 0.79965487 0.40647775 0.44970506 0.30060884 0.41772705] [ 0.2887405 0.66381776 0.31866304 0.77176726 0.58377456] [ 0.68943706 0.41431965 0.59039779 0.59917728 0.36441029] [ 0.67798974 0.56317248 0.43025468 0.4017383 0.24642588] [ 0.56651308 0.46288972 0.57710465 0.31272793 0.60922457] [ 0.70632358 0.5197012 0.49023418 0.46111621 0.36417823] [ 0.72779177 0.3715987 0.59608124 0.24976814 0.40958776] [ 0.28037607 0.66430684 0.39821817 0.61601238 0.51907505] [ 0.42961478 0.5308464 0.55534034 0.75919302 0.4460137 ] [ 0.22354948 0.70346656 0.42468736 0.90920176 0.59719913] [ 0.34266109 0.50665359 0.53148862 0.81294358 0.51660973] [ 0.79296689 0.47491099 0.59500724 0.33122485 0.35573124] [ 0.61091276 0.55789772 0.51375178 0.58561754 0.50453955] [ 0.41507715 0.69310417 0.3541215 0.75537543 0.36414183] [ 0.75531662 0.39804695 0.58346888 0.62014298 0.40623018] [ 0.3950109 0.70232385 0.27685456 0.67587663 0.49530288] [ 0.50197811 0.50905757 0.46130822 0.62720495 0.38944915] [ 0.41726497 0.49260025 0.49296518 0.56573232 0.39780715] [ 0.86009896 0.33813721 0.63531777 0.24463592 0.34422298] [ 0.81278377 0.48649557 0.5576428 0.351095 0.40408536] [ 0.72632572 0.40268039 0.64005127 0.28335405 0.51477769] [ 0.83616044 0.45359208 0.54915233 0.25180366 0.43406829] [ 0.75396254 0.51486051 0.57196233 0.3779679 0.43889223] [ 0.5144046 0.47301618 0.38540101 0.57339018 0.43996578] [ 0.65472457 0.46060993 0.57955105 0.71000592 0.4310459 ] [ 0.53767695 0.57593607 0.37000955 0.70513891 0.40791658] [ 0.37956022 0.49095045 0.52166315 0.51855513 0.60305145] [ 0.63728085 0.46000402 0.5083541 0.39702226 0.44038782] [ 0.8295758 0.36364124 0.63861646 0.18172773 0.41412006] [ 0.32713799 0.5361759 0.36688083 0.50224687 0.47762902] [ 0.39125108 0.55012177 0.44582148 0.84074208 0.48550937] [ 0.6702867 0.63627048 0.45078234 0.59104989 0.33795559] [ 0.34595293 0.49692024 0.55821285 0.80758555 0.63579187] [ 0.72068793 0.50425949 0.55790547 0.33571896 0.46942474] [ 0.65365972 0.57619961 0.55985109 0.28990317 0.56856011] [ 0.57143858 0.36642837 0.49559162 0.65174831 0.40680215] [ 0.36502834 0.72676272 0.3077753 0.67799056 0.44708066] [ 0.50306487 0.59655829 0.4396267 0.61934589 0.5527795 ] [ 0.65601493 0.42036413 0.43207892 0.48933153 0.42589887] [ 0.31779775 0.49979016 0.56710004 0.82368221 0.58806412] [ 0.6624376 0.51925089 0.41156858 0.43336824 0.39497159] [ 0.61638933 0.43454216 0.54301034 0.66928479 0.46243959] [ 0.37886679 0.57004843 0.54873486 0.6194927 0.60814019] [ 0.40260218 0.58961327 0.34713017 0.57560769 0.46265915] [ 0.2624561 0.65461733 0.39951173 0.86736594 0.44588877] [ 0.52938267 0.61346165 0.34779408 0.60317378 0.47308449] [ 0.3452186 0.62945579 0.50947151 0.63166602 0.52256895] [ 0.49481106 0.54276213 0.5056355 0.73319325 0.47551261] [ 0.41333227 0.52910654 0.53228791 0.52280754 0.49837216] [ 0.68902989 0.42678628 0.38973216 0.29173383 0.30987059] [ 0.59984448 0.60775803 0.34057945 0.53381054 0.34883984] [ 0.1270084 0.63876784 0.46563089 0.8520206 0.48385266] [ 0.40335855 0.50671153 0.4632539 0.56530881 0.45595991] [ 0.47898949 0.48230097 0.45497353 0.63963995 0.32611619] [ 0.65591268 0.5448773 0.49798658 0.37258749 0.40357667] [ 0.29006821 0.59158358 0.4806395 0.6832647 0.34195585] [ 0.49439783 0.60890407 0.46192125 0.71036403 0.47989984] [ 0.67354717 0.41479363 0.56541332 0.3720853 0.40955201] [ 0.29804621 0.48215413 0.65215512 0.77831715 0.65405588] [ 0.71086663 0.45208356 0.47568277 0.46521266 0.42190242] [ 0.40184201 0.51766391 0.50932955 0.76518207 0.48285191] [ 0.77736412 0.5023355 0.39349332 0.46281866 0.32156074] [ 0.73906357 0.61892712 0.34425749 0.4598974 0.34126211] [ 0.29042375 0.68173104 0.53337065 0.74225622 0.49945203] [ 0.72204462 0.3365279 0.478469 0.26388 0.46239564] [ 0.79721931 0.3602916 0.52087103 0.30085049 0.42237122] [ 0.6439753 0.46733781 0.59396638 0.66023031 0.47519834] [ 0.63454141 0.59061232 0.44522785 0.64421744 0.32257842] [ 0.45567458 0.58297137 0.44307791 0.75004921 0.44982677] [ 0.52320203 0.47414891 0.43043314 0.35521394 0.34765729] [ 0.62977375 0.53234103 0.55394319 0.48477758 0.43561532] [ 0.32204621 0.70071794 0.40774141 0.75457389 0.48682818] [ 0.41049754 0.55546308 0.4258803 0.73769643 0.63849103] [ 0.78952525 0.31446036 0.47187089 0.2988732 0.46717873] [ 0.63815369 0.33771988 0.39627909 0.62301026 0.33279522] [ 0.62138941 0.557394 0.51826135 0.4750138 0.31729448] [ 0.63622588 0.49310707 0.42492773 0.41416773 0.36282201] [ 0.51346051 0.55351682 0.50598686 0.51323006 0.42768935] [ 0.65021974 0.51900759 0.39382375 0.42099665 0.32957399] [ 0.44761125 0.49808024 0.4922649 0.63709089 0.39752696] [ 0.56126934 0.53796414 0.44472979 0.2718757 0.40760774] [ 0.68003063 0.38878971 0.58083883 0.50554015 0.49625586] [ 0.28814907 0.52419689 0.43634432 0.59529845 0.65295398] [ 0.50939403 0.68241971 0.34250001 0.51491755 0.35994861] [ 0.40888526 0.51388971 0.51943311 0.49957974 0.42987863] [ 0.26067486 0.62141923 0.37547014 0.83647862 0.3876961 ] [ 0.63467523 0.58360828 0.36889247 0.53839292 0.35038715] [ 0.63193501 0.46701228 0.39402291 0.61400869 0.39772742] [ 0.51738812 0.57854673 0.46209536 0.64276101 0.62367189] [ 0.66802397 0.57116987 0.47539591 0.44400082 0.36406668] [ 0.5737022 0.43047611 0.44423368 0.43468551 0.60912071] [ 0.6478099 0.35823562 0.56872219 0.65704933 0.44195559] [ 0.84434251 0.28526588 0.41580964 0.35042629 0.36766207] [ 0.37968808 0.62594038 0.3784652 0.47690391 0.55991243] [ 0.56994465 0.50361514 0.46848997 0.62743512 0.43781896] [ 0.61728673 0.52256702 0.54266238 0.69299627 0.49675154] [ 0.45242688 0.52045656 0.42430677 0.56748038 0.53844238] [ 0.30886095 0.55401515 0.5169504 0.74645257 0.36562137] [ 0.67634261 0.27758918 0.63157108 0.59677516 0.4532435 ] [ 0.47074468 0.4874408 0.45285615 0.62795689 0.41773204] [ 0.49902627 0.53735776 0.61431567 0.5948559 0.32354512] [ 0.71411036 0.364551 0.57831535 0.25186676 0.53739084] [ 0.42833381 0.58477445 0.42597598 0.55311109 0.49900929] [ 0.56391431 0.52482826 0.52021645 0.61888007 0.55819609] [ 0.36230636 0.56480051 0.57355533 0.75552229 0.47976579] [ 0.81449536 0.3580879 0.64176637 0.17915164 0.43078026] [ 0.61096835 0.58695398 0.44969024 0.67592727 0.53231672] [ 0.86999942 0.3949018 0.48679343 0.23213107 0.37153031] [ 0.80913475 0.39863161 0.68230345 0.28172415 0.42535122] [ 0.680022 0.40619593 0.54488426 0.44138145 0.47239647] [ 0.80706645 0.4763761 0.3840587 0.48679476 0.45851543] [ 0.79473549 0.45897244 0.50540052 0.28585781 0.46211992] [ 0.46232428 0.52670678 0.56471667 0.41433778 0.60369194] Progress: 46.6% ... Training loss: 0.488 ... Validation loss: 0.802[ 0.65711451 0.64457552 0.3379239 0.45095791 0.45860101] [ 0.70939838 0.44449461 0.61701348 0.22807607 0.42011977] [ 0.31197387 0.57576624 0.34288958 0.80758958 0.40620586] [ 0.28229276 0.62633581 0.42912663 0.88120615 0.55266055] [ 0.36302501 0.55241137 0.27922504 0.71486452 0.37147262] [ 0.60250961 0.62058503 0.61570356 0.45757247 0.41757966] [ 0.76212823 0.32526868 0.58555442 0.22697253 0.43148062] [ 0.79587222 0.38310462 0.4075373 0.14928778 0.30039519] [ 0.39538441 0.57314747 0.42837283 0.68796225 0.38014493] [ 0.75271337 0.51902542 0.37932604 0.4285806 0.34938289] [ 0.85155022 0.45288526 0.63229809 0.1957588 0.38435235] [ 0.77132713 0.38593418 0.62243889 0.21723851 0.40440325] [ 0.57044711 0.57188412 0.46916772 0.47151621 0.41422916] [ 0.21095568 0.53536372 0.3172241 0.93376207 0.56319944] [ 0.39293031 0.55173172 0.56658063 0.74971257 0.51558138] [ 0.67488775 0.41893877 0.53925134 0.32908371 0.43481001] [ 0.74881417 0.51909431 0.43568437 0.22012517 0.38556058] [ 0.636106 0.51320187 0.42829076 0.44652736 0.4795756 ] [ 0.70928336 0.51249557 0.4010387 0.28195001 0.36235405] [ 0.60929263 0.47365926 0.4143289 0.58321946 0.4577822 ] [ 0.6251204 0.61117416 0.43489964 0.46999254 0.32169401] [ 0.4452227 0.64428181 0.4232846 0.65110691 0.45080759] [ 0.7005568 0.3561368 0.47273409 0.25299735 0.39761856] [ 0.16377324 0.65886748 0.39357469 0.78934003 0.54316044] [ 0.40034453 0.57305275 0.30999212 0.62772975 0.43460085] [ 0.3682856 0.61306085 0.35687756 0.70309241 0.43217494] [ 0.83524712 0.39049391 0.54218 0.32050417 0.3924291 ] [ 0.60503474 0.4150516 0.4949805 0.42073823 0.41529927] [ 0.27184496 0.46689745 0.49079175 0.66612367 0.69862429] [ 0.61544449 0.57189894 0.5382735 0.69015691 0.42540162] [ 0.74213859 0.44867651 0.50505191 0.36979113 0.52340673] [ 0.6506528 0.53793428 0.42963599 0.55435385 0.41094113] [ 0.70654429 0.6118014 0.36866339 0.48039476 0.3857376 ] [ 0.45685734 0.68468298 0.40184282 0.75987709 0.48182596] [ 0.55651695 0.54293776 0.43966138 0.61323695 0.51708992] [ 0.74803355 0.4091201 0.58287364 0.22068479 0.45742659] [ 0.53071639 0.57649757 0.43362579 0.41723371 0.40043105] [ 0.33761523 0.67251783 0.49029948 0.55535625 0.39978478] [ 0.8808239 0.48293354 0.44030006 0.27059958 0.37022829] [ 0.44299884 0.49029368 0.56783639 0.66589967 0.4542106 ] [ 0.46778782 0.69147116 0.55528911 0.60363472 0.60564775] [ 0.69154163 0.43878044 0.47267184 0.2704037 0.37002487] [ 0.30634751 0.59950267 0.36745341 0.69809474 0.62351595] [ 0.51509632 0.54241104 0.4240223 0.44848796 0.51248899] [ 0.49691539 0.56363111 0.48666517 0.50513176 0.61997159] [ 0.84967677 0.36497177 0.58910544 0.1084677 0.46607016] [ 0.72071635 0.43698695 0.529078 0.65101053 0.41776891] [ 0.4716457 0.61198454 0.52847002 0.57488716 0.61915284] [ 0.59587307 0.53461099 0.47360606 0.42251683 0.32005759] [ 0.43326931 0.49286206 0.58972599 0.74456888 0.34342762] [ 0.20208627 0.70124669 0.44914542 0.82535474 0.56257238] [ 0.49116575 0.4917774 0.4173968 0.60996003 0.41973467] [ 0.65736335 0.46889054 0.38653269 0.36931099 0.38227833] [ 0.68152605 0.6223808 0.45385015 0.46773318 0.49500832] [ 0.17669439 0.52215894 0.5805696 0.89874811 0.69950797] [ 0.72122298 0.50926754 0.44146172 0.4320151 0.38657644] [ 0.46778686 0.45786737 0.41095098 0.62415069 0.4454903 ] [ 0.55547523 0.48842963 0.43671809 0.487124 0.31025987] [ 0.45050847 0.5390523 0.47033685 0.85820988 0.43692618] [ 0.51189132 0.40341004 0.6317303 0.33860444 0.46707925] [ 0.49603137 0.42924695 0.44101328 0.78648518 0.40904366] [ 0.33998819 0.60868745 0.45020437 0.82906792 0.60260352] [ 0.57434822 0.51419249 0.49529715 0.47386988 0.31863014] [ 0.35156889 0.64229315 0.47582278 0.69228169 0.67039504] [ 0.67848689 0.48559644 0.64369543 0.63409767 0.43497962] [ 0.67930464 0.45993942 0.43886217 0.41345762 0.59031554] [ 0.62366419 0.32599932 0.42125271 0.57867765 0.35084396] [ 0.46116412 0.52499628 0.5327495 0.56434279 0.52524164] [ 0.65269354 0.43256377 0.53374082 0.31652433 0.40874543] [ 0.50939383 0.50627936 0.46108784 0.48433401 0.56728642] [ 0.23719908 0.57845958 0.41892674 0.66380454 0.53322905] [ 0.61186717 0.52034998 0.57348403 0.62283622 0.43245039] [ 0.47029195 0.43704803 0.42582731 0.78417383 0.50227955] [ 0.63229365 0.35127553 0.53489667 0.37404858 0.38868813] [ 0.59961676 0.40850818 0.39524034 0.40807993 0.38870845] [ 0.31898856 0.60308075 0.54196727 0.80164054 0.56300765] [ 0.70928336 0.51249557 0.4010387 0.28195001 0.36235405] [ 0.31606764 0.56522917 0.4864372 0.59298711 0.48267926] [ 0.88329599 0.39425992 0.54378402 0.22096188 0.28208639] [ 0.62313868 0.53239244 0.35993156 0.50733564 0.40099024] [ 0.31908439 0.60632 0.28077886 0.73722734 0.4239392 ] [ 0.70097602 0.49491464 0.47738791 0.6386535 0.50123414] [ 0.7088377 0.44626624 0.52240772 0.35743952 0.40909103] [ 0.41155397 0.51855459 0.4347985 0.56396669 0.62868182] [ 0.36047552 0.56242926 0.36830079 0.63708027 0.38022059] [ 0.49182412 0.62013193 0.39126714 0.44306975 0.46407332] [ 0.48410031 0.5843016 0.46220068 0.65867464 0.48024934] [ 0.70327065 0.31114103 0.5340957 0.40072631 0.42942279] [ 0.32732181 0.55365404 0.33643481 0.77102179 0.49699378] [ 0.44106956 0.53282052 0.35610513 0.6382624 0.45114669] [ 0.2204234 0.77375748 0.26074221 0.79800752 0.49584703] [ 0.21151303 0.53364817 0.49783836 0.72464034 0.47969088] [ 0.7195217 0.54512752 0.41573445 0.34000779 0.3783269 ] [ 0.25950779 0.38036962 0.51942891 0.60361759 0.63446675] [ 0.64845434 0.46234309 0.39034612 0.58961244 0.47129911] [ 0.51035089 0.39890528 0.52230817 0.2758772 0.40367278] [ 0.18461161 0.5534211 0.47410462 0.85865059 0.61666486] [ 0.32623313 0.51096619 0.52650512 0.58571142 0.5171592 ] [ 0.30881181 0.58315819 0.37515362 0.74493222 0.60527365] [ 0.7843092 0.33906912 0.61354389 0.25696859 0.43454521] [ 0.59344852 0.57163187 0.5543822 0.48467289 0.42996722] [ 0.20746773 0.59436255 0.5313602 0.77318437 0.40756876] [ 0.38103636 0.60566721 0.32243649 0.54819588 0.51924585] [ 0.51038142 0.48471126 0.48140313 0.50575948 0.50131507] [ 0.8740125 0.34686884 0.44501287 0.36644264 0.37180133] [ 0.49865102 0.46288792 0.43837635 0.55567066 0.35403641] [ 0.73242541 0.41845857 0.51548496 0.29779135 0.39520363] [ 0.65699888 0.63163039 0.29745048 0.3768876 0.41257764] [ 0.54507649 0.37318107 0.4882993 0.62265158 0.48557306] [ 0.61874411 0.44607056 0.36412735 0.61849765 0.47559453] [ 0.35004793 0.55561802 0.48121793 0.66131348 0.40461438] [ 0.22753577 0.57982605 0.44785178 0.82390228 0.49422535] [ 0.4812933 0.4217945 0.58192214 0.73256656 0.51078737] [ 0.46025664 0.45532787 0.59814926 0.50433842 0.37139642] [ 0.68288805 0.44469293 0.58504389 0.65934634 0.43151385] [ 0.40479577 0.49074773 0.59631346 0.57965314 0.45235652] [ 0.39273018 0.53097074 0.48352265 0.58858705 0.40975948] [ 0.83087979 0.42426445 0.61104066 0.24297562 0.44158594] [ 0.37267935 0.64418686 0.42081928 0.71687587 0.42449879] [ 0.62858553 0.66685264 0.49797815 0.53568028 0.41755257] [ 0.55283051 0.48703712 0.44113724 0.73812334 0.37507821] [ 0.35847125 0.66536093 0.32461672 0.56520488 0.50437035] [ 0.61807561 0.47132518 0.5359274 0.44688224 0.32346219] [ 0.46909089 0.52393226 0.38786688 0.62851867 0.51633329] [ 0.59870213 0.45351358 0.30577434 0.60864056 0.37590744] [ 0.19344385 0.65771673 0.44978499 0.89958653 0.5780222 ] [ 0.45338255 0.47820534 0.49509501 0.47562725 0.53499718] [ 0.36330881 0.56015382 0.43183393 0.59798765 0.48890263] Progress: 46.6% ... Training loss: 0.488 ... Validation loss: 0.801[ 0.79908748 0.52460174 0.48792372 0.61822502 0.4261327 ] [ 0.41171855 0.51125831 0.66561567 0.72014066 0.54134353] [ 0.75893593 0.4448208 0.50862931 0.34478012 0.36102797] [ 0.50005555 0.62757473 0.44618357 0.6685069 0.54696016] [ 0.49949392 0.45220156 0.60741806 0.4473262 0.48947466] [ 0.47993099 0.61301998 0.46867192 0.64307027 0.51767978] [ 0.6530086 0.40507864 0.60926451 0.31395388 0.41974925] [ 0.52091767 0.66471714 0.44072481 0.63945456 0.55301126] [ 0.10307035 0.62346482 0.41387516 0.93510073 0.66606613] [ 0.73693727 0.41136638 0.56788004 0.25527743 0.44525257] [ 0.84525682 0.3191695 0.4917332 0.16243642 0.36015176] [ 0.19397284 0.59177366 0.47611085 0.68004515 0.63897272] [ 0.79247586 0.28034743 0.37595775 0.20003868 0.28280664] [ 0.69664986 0.41229789 0.44566705 0.23690811 0.3927575 ] [ 0.38616729 0.49270216 0.57071799 0.68276835 0.45411719] [ 0.75690165 0.41897596 0.34351975 0.28725684 0.37487861] [ 0.39864718 0.56860143 0.36742204 0.77219397 0.40942112] [ 0.6817509 0.47956647 0.3968246 0.29925607 0.40878148] [ 0.65772198 0.64438886 0.33796116 0.45044635 0.45857348] [ 0.36508922 0.52005373 0.52060197 0.69236763 0.41396564] [ 0.78052813 0.34511695 0.53314194 0.51745328 0.36554129] [ 0.58186113 0.52619268 0.463645 0.53607078 0.31396723] [ 0.53290627 0.53195045 0.40359135 0.58709348 0.34624148] [ 0.47733827 0.50164389 0.50804312 0.66413813 0.53272454] [ 0.41231493 0.53265288 0.54780823 0.79110086 0.47282279] [ 0.34054839 0.64503629 0.4132506 0.85101543 0.38688516] [ 0.6130061 0.48550893 0.51379069 0.60443353 0.32057443] [ 0.73261247 0.46188014 0.53616385 0.11542309 0.46123774] [ 0.80805807 0.50925483 0.42587674 0.43459853 0.32860434] [ 0.54275127 0.5041587 0.39514179 0.45673835 0.49289557] [ 0.23675441 0.67059573 0.30419827 0.78912283 0.43861199] [ 0.61646625 0.51947987 0.35951215 0.55032665 0.44831386] [ 0.21573134 0.64203792 0.48033554 0.86020319 0.65817167] [ 0.82754724 0.29547574 0.54187869 0.14049617 0.43431684] [ 0.80909418 0.52977218 0.34588888 0.35266022 0.37257146] [ 0.48331019 0.35060862 0.55065253 0.36165014 0.59809151] [ 0.57896291 0.48802145 0.48624603 0.5630173 0.28732189] [ 0.4174245 0.54748399 0.49827751 0.69679733 0.42771248] [ 0.400508 0.60871057 0.56753085 0.72156267 0.65176493] [ 0.70291204 0.49520343 0.4393389 0.24433013 0.42967373] [ 0.44222486 0.59879837 0.43911215 0.56399747 0.51604965] [ 0.6678446 0.49413063 0.52652511 0.37211784 0.50062385] [ 0.39909813 0.57172086 0.41177605 0.67495149 0.37269902] [ 0.18032026 0.55105024 0.55193423 0.73693041 0.57262634] [ 0.23581208 0.57694569 0.37159255 0.82477798 0.45919647] [ 0.47285157 0.54579402 0.5024148 0.3376758 0.46833644] [ 0.47593612 0.60579285 0.37579189 0.4967201 0.35567165] [ 0.59331543 0.50354851 0.46391923 0.42611197 0.4236438 ] [ 0.21293195 0.70051564 0.39317954 0.72601207 0.58246703] [ 0.50083008 0.45375249 0.49376689 0.36701962 0.61824143] [ 0.16859209 0.53801528 0.5302062 0.78297676 0.50239706] [ 0.55826425 0.48786107 0.46463206 0.50816779 0.57401093] [ 0.5220547 0.42301713 0.38323878 0.2846119 0.44946059] [ 0.69939293 0.50279491 0.41787167 0.72050252 0.30999637] [ 0.3948477 0.60276969 0.45394848 0.80414669 0.50134127] [ 0.56284839 0.4816422 0.57407821 0.59255121 0.48384352] [ 0.39473768 0.6850232 0.37594081 0.7756321 0.35376471] [ 0.63460673 0.50542834 0.59225803 0.62575163 0.483732 ] [ 0.46860382 0.60943101 0.40111904 0.57493344 0.53229877] [ 0.79332426 0.31067341 0.55832006 0.60172535 0.36352684] [ 0.24680567 0.69344981 0.41133257 0.73848617 0.49895994] [ 0.61621723 0.38984992 0.61066375 0.55092803 0.44729421] [ 0.35141392 0.57528571 0.36195545 0.74063576 0.57973015] [ 0.45194018 0.57279142 0.47384635 0.4276147 0.47824403] [ 0.21569303 0.5507243 0.54159817 0.81299572 0.56380932] [ 0.61577892 0.56067803 0.48307341 0.59846921 0.47128585] [ 0.72101761 0.31241772 0.38215971 0.32522868 0.41741865] [ 0.68662101 0.42993227 0.47624952 0.52246668 0.52461934] [ 0.21235178 0.65279577 0.36259645 0.78449956 0.46113831] [ 0.24685167 0.68785858 0.38877043 0.76019774 0.5105797 ] [ 0.8370918 0.39562239 0.48626906 0.3052393 0.44065597] [ 0.41498902 0.61596104 0.36542522 0.68136535 0.48865877] [ 0.41183005 0.61137319 0.49300047 0.7661738 0.43717286] [ 0.65807802 0.3318917 0.6340478 0.49794954 0.39913163] [ 0.28136545 0.53877963 0.44896335 0.62837704 0.50974283] [ 0.67565287 0.5028857 0.41548044 0.50388958 0.38250622] [ 0.56740362 0.54178658 0.42765388 0.6383514 0.59752387] [ 0.71200876 0.34247004 0.47554984 0.32527073 0.32212446] [ 0.18510441 0.65339278 0.47821775 0.65701406 0.60870969] [ 0.63366725 0.67036517 0.35558216 0.62494981 0.33659061] [ 0.20690014 0.53554304 0.44344472 0.88946032 0.56871362] [ 0.28875982 0.62427091 0.39855171 0.85090894 0.54062619] [ 0.63041642 0.64087987 0.48064558 0.54071615 0.3505691 ] [ 0.31979384 0.57183111 0.48170008 0.79731273 0.66068466] [ 0.61913251 0.54362012 0.49182171 0.51503857 0.37242467] [ 0.29073188 0.60539313 0.43189433 0.87823361 0.53259168] [ 0.5539269 0.50453968 0.51693536 0.66645615 0.40929345] [ 0.69242503 0.35568885 0.71723497 0.232992 0.55645033] [ 0.29818457 0.55706013 0.52329795 0.84676586 0.5618749 ] [ 0.49172069 0.40720637 0.55650578 0.37355874 0.47638751] [ 0.69830893 0.48817024 0.48447569 0.30978635 0.35600566] [ 0.50523164 0.51784907 0.42525123 0.58527073 0.45841307] [ 0.66181637 0.5195908 0.41143113 0.4337629 0.39508556] [ 0.61555889 0.40803244 0.49807471 0.65096316 0.3450685 ] [ 0.49348846 0.61290217 0.3340259 0.48046852 0.33133058] [ 0.60129167 0.37222386 0.5784355 0.59592035 0.432089 ] [ 0.74090945 0.31349683 0.47566741 0.30406151 0.45683847] [ 0.40822034 0.44101995 0.58610578 0.52206079 0.58835121] [ 0.6679061 0.50495264 0.45475584 0.32015815 0.4237395 ] [ 0.42664934 0.46779719 0.46346517 0.70631137 0.52573375] [ 0.79105077 0.37846667 0.62968416 0.35260857 0.35449698] [ 0.84206434 0.47437635 0.61101543 0.22093063 0.39159756] [ 0.50343504 0.50366302 0.46167848 0.67930865 0.49051864] [ 0.48368613 0.62560173 0.53021146 0.63910891 0.58422495] [ 0.48832834 0.48230592 0.60940365 0.7490811 0.5956435 ] [ 0.28366277 0.5730525 0.42188412 0.83121202 0.46876806] [ 0.78433791 0.3682162 0.53119287 0.25378144 0.47300878] [ 0.39314248 0.70875395 0.23295824 0.82174322 0.47763115] [ 0.71749104 0.48680424 0.56703273 0.38178 0.35692349] [ 0.33136388 0.46832155 0.4636927 0.72410447 0.45385194] [ 0.404763 0.52845237 0.57165783 0.59236954 0.52845597] [ 0.72934113 0.46956505 0.58554138 0.35420499 0.50769056] [ 0.65952422 0.48643078 0.51969448 0.48993272 0.47503699] [ 0.39685484 0.59634968 0.46631419 0.52706095 0.57237533] [ 0.60953325 0.54942454 0.59261735 0.2872106 0.56608392] [ 0.49168324 0.58465853 0.4337368 0.57104555 0.55092494] [ 0.60416096 0.49393366 0.40634065 0.39021692 0.46466147] [ 0.36124272 0.67659141 0.31818222 0.70171687 0.50917504] [ 0.5186231 0.46753714 0.55342304 0.68488156 0.43478228] [ 0.61200945 0.60871251 0.50895623 0.49143735 0.43693279] [ 0.74843744 0.57289065 0.62068292 0.41973726 0.41727628] [ 0.78705909 0.46241489 0.49090405 0.26317293 0.28071525] [ 0.67927546 0.64068641 0.44678922 0.52471041 0.37850887] [ 0.52756653 0.50211177 0.51144951 0.42548023 0.52453974] [ 0.66402969 0.43116418 0.57129443 0.69237219 0.4463168 ] [ 0.22120177 0.59580908 0.50166449 0.7802921 0.63722667] [ 0.43691301 0.60559547 0.54181491 0.58789114 0.65687177] [ 0.32425993 0.57179213 0.49727538 0.7584514 0.57079825] Progress: 46.7% ... Training loss: 0.487 ... Validation loss: 0.802[ 0.64956701 0.49307051 0.41948931 0.37833179 0.36035651] [ 0.24136394 0.68540564 0.4973448 0.62332018 0.57181038] [ 0.44593264 0.55604232 0.32661654 0.61602893 0.48214364] [ 0.7381066 0.449893 0.51352708 0.54923253 0.42010255] [ 0.60066602 0.4928173 0.39108264 0.48404764 0.46067335] [ 0.30448053 0.44488871 0.5578632 0.63853718 0.64633073] [ 0.32360335 0.65800769 0.28820519 0.58978828 0.42995663] [ 0.28065347 0.66438152 0.39817232 0.61583327 0.51913106] [ 0.66810302 0.47078788 0.49017146 0.55370905 0.402924 ] [ 0.6274565 0.60535594 0.3632028 0.53676902 0.3767467 ] [ 0.776974 0.33719469 0.57453743 0.29682079 0.33258812] [ 0.82788428 0.45665191 0.52488051 0.23723141 0.42908816] [ 0.58172643 0.51773566 0.46870105 0.62514269 0.35406866] [ 0.57487883 0.40447082 0.61017408 0.30606511 0.56807082] [ 0.60548531 0.42022463 0.59198944 0.60215617 0.30369142] [ 0.33302925 0.53208687 0.47611633 0.79781163 0.53584103] [ 0.37905984 0.47703986 0.45547529 0.51550838 0.49064443] [ 0.54520576 0.56345359 0.29542688 0.46869415 0.44480588] [ 0.70596779 0.38899936 0.68027118 0.43987766 0.41671966] [ 0.70842013 0.33945132 0.58286416 0.3873716 0.33857723] [ 0.34149553 0.57542964 0.42616839 0.6220004 0.61253297] [ 0.17730607 0.62773887 0.40142587 0.8369627 0.47999858] [ 0.5242472 0.61283815 0.38367274 0.77230132 0.48560216] [ 0.72569679 0.52385648 0.53983609 0.37245579 0.52842203] [ 0.60064783 0.67329144 0.34002733 0.74245961 0.55234707] [ 0.6916396 0.41763438 0.64253768 0.28949768 0.5211591 ] [ 0.75966414 0.53388093 0.51791965 0.28673955 0.33249282] [ 0.47883259 0.509991 0.52758879 0.59697252 0.36236537] [ 0.6574156 0.51209768 0.39267186 0.28959537 0.28352196] [ 0.62400396 0.49007175 0.45619606 0.54491742 0.52377623] [ 0.61169504 0.53497863 0.49762167 0.41383095 0.29173051] [ 0.39189332 0.56691264 0.51982023 0.70581499 0.40763423] [ 0.59409652 0.39158537 0.59739639 0.4883421 0.42291867] [ 0.68546215 0.42086069 0.61935134 0.32536915 0.4563965 ] [ 0.73128261 0.46620657 0.5146042 0.22297202 0.44541325] [ 0.73142353 0.46197565 0.41672664 0.39001259 0.47339119] [ 0.34382282 0.66373624 0.22802186 0.73601533 0.47171985] [ 0.41919194 0.51457341 0.34138576 0.48127772 0.35788593] [ 0.13188185 0.69562655 0.33720373 0.80791427 0.58450788] [ 0.84705505 0.45110702 0.52080115 0.33452696 0.39382426] [ 0.4837986 0.65061534 0.41576028 0.76648063 0.51998508] [ 0.43762859 0.43875501 0.41810246 0.65347887 0.49292899] [ 0.22168644 0.60527858 0.5545686 0.82895301 0.47940841] [ 0.49122149 0.5482645 0.42141421 0.63432036 0.33085534] [ 0.6555579 0.57523525 0.56022062 0.28897243 0.56819823] [ 0.82473287 0.53541496 0.45575012 0.29146558 0.41765472] [ 0.79458923 0.42913371 0.62255875 0.18093348 0.45839279] [ 0.5353748 0.47192989 0.4736866 0.42009904 0.43885857] [ 0.80645776 0.35639175 0.62076419 0.19776496 0.42998641] [ 0.46861148 0.55788524 0.38795861 0.71837341 0.60052302] [ 0.52128712 0.49945705 0.34183646 0.49635413 0.40976253] [ 0.55880284 0.60969819 0.42313378 0.5357348 0.39566973] [ 0.41437426 0.62243031 0.41927578 0.58118485 0.43043577] [ 0.380497 0.51120061 0.49983469 0.72901879 0.55725847] [ 0.32234794 0.7035354 0.35599256 0.81317652 0.51725863] [ 0.43358156 0.43958866 0.63562926 0.6916294 0.47746697] [ 0.28448426 0.63924382 0.46640727 0.80978627 0.60082134] [ 0.50060512 0.51845368 0.5988156 0.67929402 0.41542913] [ 0.32602925 0.47488677 0.50458772 0.81177514 0.51818019] [ 0.57824799 0.61180082 0.5057115 0.63397294 0.41046047] [ 0.44102203 0.52744209 0.51585995 0.74188129 0.46212838] [ 0.25851742 0.56180394 0.58122551 0.81989734 0.5199075 ] [ 0.83463364 0.43071076 0.62592787 0.20576105 0.46383548] [ 0.38532293 0.67550381 0.25212196 0.68911945 0.48345505] [ 0.43874102 0.49295622 0.55122207 0.47346819 0.67845031] [ 0.62853268 0.57142005 0.55707392 0.67834292 0.46472922] [ 0.86496663 0.46092952 0.52096315 0.49758505 0.31076399] [ 0.73586137 0.32873724 0.49622155 0.25224939 0.41475109] [ 0.23451161 0.57129787 0.4617623 0.91470347 0.68050485] [ 0.53123747 0.62099313 0.48866461 0.54723587 0.47743865] [ 0.46847854 0.37597721 0.53322436 0.68183308 0.56049305] [ 0.37900806 0.58570961 0.4963794 0.70823132 0.65444915] [ 0.46375998 0.52602699 0.56497364 0.41356676 0.60345054] [ 0.33108987 0.64629408 0.32259051 0.70544417 0.47170701] [ 0.69733162 0.60126073 0.38404782 0.44459915 0.36881058] [ 0.70627733 0.39793309 0.58611688 0.39866505 0.39650606] [ 0.22710377 0.53079036 0.5458072 0.86149031 0.66859856] [ 0.44026634 0.53508011 0.45041263 0.58233189 0.48320979] [ 0.85785728 0.38011019 0.43896288 0.2528514 0.45269678] [ 0.89078282 0.45764832 0.49912246 0.30188042 0.33156967] [ 0.58681876 0.50968253 0.49179331 0.50902396 0.43390705] [ 0.62384854 0.58743383 0.2625061 0.57331186 0.35020296] [ 0.69826626 0.45656008 0.53325033 0.28033926 0.47891416] [ 0.65718355 0.45806352 0.4601179 0.36020577 0.36193886] [ 0.44849222 0.5420477 0.5166253 0.45862743 0.44646728] [ 0.75800556 0.48610358 0.4896927 0.26257326 0.35806739] [ 0.57242429 0.57083899 0.35316342 0.51792576 0.39834655] [ 0.53156849 0.39954703 0.571541 0.29278371 0.54646086] [ 0.70017143 0.40310457 0.41874562 0.38336062 0.4728509 ] [ 0.35942262 0.61990212 0.3909272 0.67182141 0.52196015] [ 0.19724384 0.67530895 0.28578254 0.70832916 0.52340083] [ 0.81144995 0.54467762 0.39398472 0.44204233 0.47415561] [ 0.47010601 0.49877399 0.46015382 0.6814206 0.64548084] [ 0.72671236 0.3690872 0.37990395 0.47455166 0.26326947] [ 0.38315442 0.60143536 0.44275918 0.55772332 0.45104837] [ 0.38561904 0.54597848 0.5414281 0.78967008 0.47157834] [ 0.60709498 0.65211634 0.53926549 0.56460534 0.39736185] [ 0.25265711 0.5653563 0.45075719 0.73269879 0.49383272] [ 0.65322445 0.43743574 0.38799771 0.34002002 0.42830787] [ 0.19930394 0.62790585 0.44957034 0.78513788 0.60145928] [ 0.52605844 0.57820055 0.50991477 0.60478195 0.55913312] [ 0.79056438 0.39109232 0.57245091 0.16073918 0.40712214] [ 0.70415061 0.51793685 0.48305908 0.22401324 0.35697852] [ 0.1541356 0.71282675 0.3262558 0.71391381 0.52460353] [ 0.4949572 0.45393631 0.47171947 0.3294745 0.53428127] [ 0.65509275 0.42269609 0.45841986 0.22610537 0.2979934 ] [ 0.6259487 0.34996654 0.59862339 0.58977777 0.44424838] [ 0.42944538 0.53621798 0.41359781 0.58184218 0.58082778] [ 0.53994605 0.58083494 0.31662061 0.45940454 0.50400012] [ 0.18729096 0.63078521 0.39455694 0.88345762 0.44956255] [ 0.25943447 0.51942719 0.43209248 0.75344631 0.48507464] [ 0.40115101 0.51704848 0.49900312 0.71118476 0.38570976] [ 0.51865956 0.40986382 0.52536702 0.54027909 0.44947482] [ 0.54752392 0.53843371 0.45343921 0.39046701 0.48119787] [ 0.64562909 0.52789247 0.46942183 0.47791711 0.55771953] [ 0.61073561 0.55796293 0.51371196 0.58565379 0.50457052] [ 0.48819115 0.39490341 0.56237447 0.60883634 0.36676002] [ 0.30312359 0.55143326 0.48315808 0.77495484 0.57201496] [ 0.88993191 0.25994768 0.60832233 0.10725175 0.39491833] [ 0.51827845 0.57862085 0.52789008 0.54000572 0.38269862] [ 0.55404694 0.53173427 0.55323796 0.42073103 0.48377572] [ 0.71756452 0.47005259 0.60062984 0.44938229 0.43154869] [ 0.37819713 0.64361285 0.39042812 0.70644904 0.35392563] [ 0.79399786 0.43053118 0.58928737 0.17778403 0.36122773] [ 0.57240598 0.3710299 0.53454607 0.49994976 0.37281926] [ 0.71398827 0.4420424 0.44606574 0.27798432 0.39621655] [ 0.63527227 0.44825374 0.52391247 0.44767626 0.52806792] [ 0.79963734 0.40416405 0.45946229 0.38746286 0.32005945] Progress: 46.8% ... Training loss: 0.487 ... Validation loss: 0.800[ 0.35028233 0.42485573 0.48371908 0.85176023 0.6269939 ] [ 0.33313351 0.53125235 0.42065874 0.5766965 0.50408104] [ 0.39287957 0.61409341 0.35722043 0.57428565 0.50934596] [ 0.48260174 0.61842904 0.41108887 0.8248561 0.43443309] [ 0.29625864 0.61726873 0.31000694 0.79402511 0.45534352] [ 0.78819658 0.57411453 0.33388714 0.5662744 0.38813607] [ 0.5768315 0.56996364 0.24506218 0.59478603 0.39818138] [ 0.7023038 0.51795074 0.32266032 0.28361102 0.35756152] [ 0.79300969 0.38705622 0.44247062 0.26788622 0.43176637] [ 0.49120557 0.44070356 0.58757767 0.5379883 0.4658313 ] [ 0.76340738 0.49017739 0.50671857 0.24239795 0.40135407] [ 0.73114324 0.47725731 0.5576954 0.60933241 0.41823154] [ 0.82999471 0.46629295 0.40396919 0.17450809 0.36371433] [ 0.67638839 0.49850793 0.62676578 0.33905196 0.51302051] [ 0.2640518 0.53228951 0.42755255 0.83032594 0.62207143] [ 0.43623715 0.53620084 0.44854859 0.5876633 0.39619829] [ 0.77169478 0.43743208 0.65497668 0.28906023 0.46317626] [ 0.75740526 0.41884871 0.34356295 0.28693406 0.3748317 ] [ 0.32441458 0.65639502 0.4173762 0.70168348 0.41665501] [ 0.55515745 0.58999573 0.47048477 0.29905318 0.39450189] [ 0.46570243 0.44506754 0.63859655 0.31547126 0.68738304] [ 0.81156682 0.44816225 0.54574384 0.38212 0.36963751] [ 0.11671101 0.60312951 0.42802744 0.74295485 0.68343028] [ 0.45946923 0.53099214 0.53257707 0.51703629 0.61852871] [ 0.42039796 0.51759744 0.50332906 0.44516798 0.53710446] [ 0.43187956 0.54781143 0.49693936 0.55329576 0.64747022] [ 0.17915126 0.67470036 0.36591409 0.84903366 0.43439961] [ 0.19431657 0.65742772 0.44987645 0.89932192 0.57800323] [ 0.8517564 0.45267941 0.63236976 0.19558911 0.38424605] [ 0.18468445 0.72424093 0.54726695 0.80143756 0.61507301] [ 0.48685116 0.56153399 0.55394569 0.75587278 0.5562748 ] [ 0.57463865 0.52746161 0.41311614 0.65659786 0.26150186] [ 0.47583018 0.58686965 0.50484285 0.5773636 0.5841053 ] [ 0.65086379 0.44060715 0.33552488 0.47727225 0.47431146] [ 0.31879181 0.53701671 0.5121262 0.77052822 0.46734352] [ 0.3966702 0.65541895 0.46620169 0.54121718 0.5061609 ] [ 0.4136499 0.40910825 0.48005043 0.78422293 0.4262938 ] [ 0.79398542 0.53487782 0.51833792 0.2939359 0.40359567] [ 0.16058338 0.7455609 0.38752769 0.74697183 0.52174998] [ 0.46845005 0.66846354 0.40479206 0.6542443 0.31567198] [ 0.3883264 0.59766415 0.53340613 0.8024617 0.50229579] [ 0.87772622 0.40105321 0.41237082 0.32180721 0.26891607] [ 0.78911774 0.47748996 0.5860699 0.23252353 0.43373163] [ 0.47471969 0.50803606 0.53688444 0.67775273 0.50797403] [ 0.82850082 0.42893156 0.50590458 0.3894084 0.44213262] [ 0.83862797 0.42782147 0.4641882 0.38651439 0.37037915] [ 0.42939935 0.55144961 0.42998743 0.65333571 0.37607814] [ 0.68408039 0.3701492 0.52649586 0.28227451 0.50931858] [ 0.49098446 0.51893449 0.57238089 0.47530928 0.42276102] [ 0.44022813 0.5503832 0.66960972 0.71739768 0.61999095] [ 0.50737272 0.62403536 0.49370394 0.55840484 0.46789708] [ 0.61881531 0.45604782 0.52212874 0.65683673 0.34908365] [ 0.26640986 0.63314575 0.39890571 0.83707661 0.54607425] [ 0.66199035 0.48852202 0.36302618 0.36602924 0.33528095] [ 0.1732636 0.63794537 0.44508591 0.89716054 0.56658097] [ 0.47279312 0.55544377 0.45340866 0.7764201 0.51121695] [ 0.42622481 0.63384621 0.43007682 0.59151177 0.39904219] [ 0.56196072 0.51205683 0.50270444 0.45958423 0.34726477] [ 0.53835167 0.62838327 0.39409311 0.51145845 0.60776852] [ 0.64226484 0.3377839 0.46076188 0.52357606 0.27554432] [ 0.44903787 0.55158539 0.42290331 0.67464544 0.53514174] [ 0.29013441 0.68424894 0.43016212 0.69994341 0.55542636] [ 0.80982241 0.52922083 0.34608295 0.35198398 0.37237605] [ 0.59029597 0.63649885 0.57638539 0.65027205 0.4913415 ] [ 0.56359375 0.57421074 0.52700539 0.61972315 0.48865956] [ 0.64236894 0.51920978 0.42378747 0.47501002 0.54858748] [ 0.5859883 0.49576362 0.5742257 0.44075484 0.51616713] [ 0.80154183 0.44178501 0.57028876 0.21297814 0.45559448] [ 0.82717044 0.48747259 0.49511933 0.32818935 0.43694012] [ 0.42736424 0.5833346 0.42280187 0.52435432 0.56701402] [ 0.57139056 0.38374938 0.59070881 0.63845579 0.4563039 ] [ 0.85267729 0.36622678 0.66985623 0.25343456 0.40026285] [ 0.71962088 0.45983366 0.43180174 0.2662371 0.4247381 ] [ 0.57029966 0.59035287 0.3810555 0.49762803 0.39005574] [ 0.14508806 0.64220957 0.54747546 0.8570398 0.63723459] [ 0.5809531 0.38858652 0.68476127 0.65757704 0.43587335] [ 0.57056048 0.53603683 0.39712748 0.31888474 0.43972801] [ 0.64772622 0.4000031 0.56101498 0.33009825 0.49116178] [ 0.65608897 0.59279266 0.44904843 0.40005208 0.42604377] [ 0.32945292 0.72435247 0.32082403 0.74889887 0.58603716] [ 0.63121618 0.48795363 0.44205492 0.52413238 0.58169792] [ 0.51564202 0.44627838 0.45358573 0.61318294 0.29506981] [ 0.56239063 0.60222258 0.26068881 0.64135982 0.44876922] [ 0.54894095 0.53393897 0.56326366 0.39393367 0.44452898] [ 0.4017307 0.53079521 0.56795771 0.68270538 0.51472288] [ 0.65010579 0.37263386 0.66320406 0.41613254 0.45725457] [ 0.56180647 0.53583926 0.45980837 0.50036216 0.54084878] [ 0.55235774 0.48972752 0.34676434 0.39505201 0.44589508] [ 0.282558 0.65711823 0.44221119 0.82588282 0.62582194] [ 0.52274191 0.57591818 0.45300006 0.7501874 0.28593409] [ 0.6211646 0.42624305 0.60626969 0.55819831 0.44347765] [ 0.55136787 0.59394265 0.54006488 0.45164792 0.44048211] [ 0.49860255 0.51005974 0.39588882 0.36870055 0.36621815] [ 0.59216523 0.57234759 0.55409364 0.48551449 0.43022372] [ 0.30224801 0.53471832 0.48451858 0.67188954 0.46751983] [ 0.43136204 0.47288918 0.48761583 0.64341117 0.47755455] [ 0.48491668 0.50722427 0.49385835 0.53987561 0.38046286] [ 0.72088406 0.47017247 0.4284217 0.40547505 0.38490915] [ 0.55856228 0.35680886 0.462297 0.49214508 0.42238617] [ 0.82660194 0.35576187 0.43931435 0.39990146 0.40770541] [ 0.82831162 0.5442975 0.47677253 0.33664063 0.44834316] [ 0.34185005 0.60009428 0.38053099 0.69523925 0.49362858] [ 0.34822326 0.53098212 0.47434472 0.8638685 0.53636405] [ 0.65951104 0.42165894 0.46362048 0.44464795 0.47533657] [ 0.41800068 0.71873212 0.44237236 0.74090329 0.49185043] [ 0.39313821 0.45526054 0.45344724 0.53876801 0.4727367 ] [ 0.49268852 0.63863288 0.33503437 0.72287409 0.41978967] [ 0.62977914 0.64005966 0.35687455 0.42785021 0.43535477] [ 0.55127444 0.45346826 0.51866961 0.57606871 0.46219512] [ 0.75081523 0.5112902 0.4265859 0.23418177 0.44473298] [ 0.61195787 0.36388987 0.58680026 0.45591568 0.40852181] [ 0.23261284 0.72177311 0.34822357 0.82734492 0.43646137] [ 0.37204957 0.512555 0.59234515 0.57794494 0.6823021 ] [ 0.61832482 0.55104309 0.52239646 0.35609127 0.53141263] [ 0.2445788 0.62177653 0.45779372 0.86067493 0.45739492] [ 0.73221894 0.39551271 0.60926706 0.39839181 0.39547189] [ 0.65253683 0.39944231 0.5457264 0.60048221 0.44926999] [ 0.62693695 0.39420165 0.47130509 0.48097451 0.44685632] [ 0.44135111 0.64103868 0.43688649 0.75187875 0.41521087] [ 0.7578285 0.51670074 0.46234385 0.3261436 0.3083013 ] [ 0.50261838 0.48172565 0.61978662 0.66124058 0.34958103] [ 0.48232298 0.39320989 0.50490515 0.78401635 0.46370106] [ 0.64649424 0.39389174 0.35202575 0.35934259 0.32395975] [ 0.70288109 0.41741027 0.64065958 0.55456191 0.45558107] [ 0.33309719 0.59490289 0.3294221 0.52476528 0.3984226 ] [ 0.36682011 0.5042199 0.47671133 0.56454425 0.58819989] [ 0.45083641 0.41583402 0.52968572 0.65578701 0.56538804] [ 0.74845126 0.3895299 0.58858759 0.43614688 0.43786991] Progress: 46.8% ... Training loss: 0.487 ... Validation loss: 0.801[ 0.44960448 0.64999192 0.45203718 0.62721734 0.41856263] [ 0.83636008 0.4319504 0.50767974 0.16781778 0.4549631 ] [ 0.68210191 0.50471053 0.60566917 0.32028146 0.46859898] [ 0.6750572 0.49503955 0.65748012 0.26107419 0.52164092] [ 0.54409494 0.49641277 0.43408918 0.46692167 0.33614584] [ 0.84753269 0.37714269 0.5662227 0.20665119 0.40352183] [ 0.33310284 0.51738821 0.38562585 0.62098003 0.56087957] [ 0.31280866 0.49073109 0.53495113 0.59270956 0.50675371] [ 0.73880616 0.28378861 0.51642598 0.32794336 0.43811297] [ 0.57602805 0.4286771 0.66749237 0.57829696 0.49112481] [ 0.7048965 0.53477611 0.52423163 0.43329242 0.427557 ] [ 0.81843758 0.52851598 0.53352391 0.30777491 0.39013999] [ 0.67717238 0.50244329 0.50868128 0.36198972 0.48747015] [ 0.20078608 0.61394232 0.52638456 0.8440102 0.4786798 ] [ 0.2651666 0.64129726 0.49848466 0.74440511 0.63911211] [ 0.45502957 0.49087792 0.61449479 0.60249935 0.52331899] [ 0.78488882 0.58090224 0.53904811 0.41859321 0.44191658] [ 0.59794724 0.48232946 0.52884282 0.39432419 0.50025562] [ 0.42459365 0.56081394 0.42752451 0.53547741 0.40132754] [ 0.4151266 0.39020383 0.54253145 0.66919952 0.56430319] [ 0.54600235 0.3860618 0.50017877 0.59619194 0.44209377] [ 0.60033189 0.37177292 0.59701439 0.52702928 0.37735935] [ 0.57243765 0.43199555 0.42358536 0.46272953 0.47626569] [ 0.53048729 0.52280133 0.72651387 0.53151812 0.44772462] [ 0.25386116 0.58961108 0.38725753 0.66221601 0.58979805] [ 0.52722665 0.52762754 0.44694652 0.64163591 0.37145518] [ 0.60216259 0.38774144 0.59046815 0.3703099 0.49569784] [ 0.50495006 0.49255717 0.47634801 0.53330146 0.57387382] [ 0.42816965 0.51676569 0.35777743 0.68177776 0.43707004] [ 0.69608072 0.52574407 0.51716019 0.31955464 0.35536445] [ 0.66105288 0.45895596 0.52017653 0.60526106 0.34423436] [ 0.5744638 0.43026917 0.44430838 0.43429957 0.60907238] [ 0.55176986 0.40738476 0.58269774 0.56088029 0.40236642] [ 0.82882257 0.5403409 0.44621915 0.30084272 0.41122249] [ 0.52285529 0.63212831 0.39902451 0.5816691 0.43913695] [ 0.31258815 0.57594887 0.37006508 0.80478145 0.47655687] [ 0.40552841 0.51590181 0.54038718 0.71129352 0.50433997] [ 0.74324881 0.52109117 0.45053288 0.40416012 0.37608326] [ 0.70252294 0.33358864 0.50312857 0.25696357 0.394589 ] [ 0.67190093 0.36723693 0.36613569 0.29745568 0.33675816] [ 0.60308233 0.47254963 0.6390334 0.5691729 0.37837364] [ 0.67428758 0.49601743 0.39009455 0.29171293 0.35736892] [ 0.43846722 0.55187255 0.41751074 0.61343038 0.51247919] [ 0.82616228 0.34084929 0.51613609 0.15128636 0.39235183] [ 0.8690127 0.35546596 0.53670024 0.13648614 0.3673639 ] [ 0.68609857 0.32790905 0.52634099 0.62823637 0.47199405] [ 0.76936757 0.49667552 0.56434099 0.24007827 0.45668097] [ 0.54577859 0.51678874 0.42836068 0.4846116 0.5943181 ] [ 0.5296358 0.64294364 0.28088575 0.59582779 0.36378248] [ 0.28392827 0.63960058 0.46623674 0.80999294 0.6010218 ] [ 0.8555874 0.37584189 0.56353792 0.148913 0.43267068] [ 0.60766659 0.36957692 0.55285453 0.5500773 0.37696612] [ 0.6623686 0.52787842 0.52314521 0.33805881 0.54888837] [ 0.27284641 0.69709718 0.42964817 0.81858505 0.52723682] [ 0.59180822 0.45078339 0.55965833 0.58056938 0.33390102] [ 0.56418682 0.44786114 0.61480682 0.39620203 0.49317527] [ 0.45171595 0.60452809 0.36338686 0.56102695 0.44077311] [ 0.58906841 0.38989194 0.56390429 0.26975606 0.48977488] [ 0.33725815 0.59266887 0.48895832 0.61121001 0.49716009] [ 0.3947291 0.57364941 0.42816267 0.68822449 0.38035365] [ 0.44873876 0.47857123 0.51776551 0.63248003 0.42282729] [ 0.27400103 0.71093488 0.34352807 0.79642509 0.52756383] [ 0.7420084 0.49017171 0.44320422 0.35686108 0.37145062] [ 0.74901824 0.44326673 0.42057617 0.28399485 0.31468331] [ 0.43488921 0.57414262 0.52764063 0.78833858 0.63672927] [ 0.3273886 0.59400712 0.41489914 0.56372033 0.42982815] [ 0.27883166 0.48832941 0.55685049 0.75544356 0.63541277] [ 0.2560765 0.61078056 0.45259736 0.69367385 0.55942519] [ 0.46230468 0.4837284 0.47287441 0.59173191 0.61797885] [ 0.70444714 0.51172791 0.45085376 0.59805655 0.3364418 ] [ 0.73522119 0.42375672 0.41598901 0.37357694 0.46112754] [ 0.86918239 0.30063908 0.45583942 0.1421033 0.33705462] [ 0.79689652 0.48838768 0.45043678 0.27939745 0.31756577] [ 0.40153085 0.42889529 0.38264741 0.49209019 0.62964024] [ 0.64703354 0.46807331 0.54157926 0.39759708 0.53075882] [ 0.51276675 0.5437087 0.42940808 0.70526058 0.30957563] [ 0.3281183 0.40126808 0.52254223 0.87065488 0.61280999] [ 0.51051597 0.43465242 0.49379369 0.79278831 0.42902995] [ 0.68980925 0.39613743 0.56516691 0.6916378 0.41420319] [ 0.61795717 0.54874216 0.47247079 0.66840822 0.40130191] [ 0.20270885 0.63294447 0.45356129 0.88883451 0.53747663] [ 0.14612234 0.69679411 0.34395726 0.88307064 0.60256729] [ 0.33280607 0.5949431 0.50829921 0.69221741 0.4904322 ] [ 0.72520732 0.48952328 0.45363564 0.43142263 0.43521406] [ 0.52982183 0.59504857 0.47038571 0.47912876 0.5087008 ] [ 0.20659266 0.67156597 0.46943836 0.6667275 0.59888715] [ 0.66227646 0.51427726 0.51453054 0.44093138 0.54623856] [ 0.28815305 0.67497697 0.39556633 0.52869132 0.66266062] [ 0.24065964 0.69162583 0.47103533 0.76385433 0.53136948] [ 0.54447369 0.5585559 0.44843252 0.67224619 0.41569514] [ 0.57049858 0.41114581 0.50062627 0.34465138 0.34973958] [ 0.48119647 0.45099275 0.58737878 0.65835702 0.38620966] [ 0.38107727 0.62243146 0.45566077 0.61783227 0.48179655] [ 0.60578429 0.5639548 0.38580124 0.45040806 0.43664269] [ 0.67740393 0.49799884 0.62695391 0.33846927 0.51284005] [ 0.48389966 0.40710398 0.41950426 0.5650823 0.48043267] [ 0.29826321 0.45077235 0.48361376 0.68791554 0.47099955] [ 0.77372362 0.44014855 0.58536073 0.23263264 0.3307046 ] [ 0.50018475 0.61162134 0.32219861 0.47724735 0.33832418] [ 0.37772736 0.64391395 0.39030088 0.70659706 0.35407046] [ 0.53867754 0.61905288 0.36035555 0.34186721 0.41518062] [ 0.584214 0.53265976 0.49559119 0.42065977 0.31796153] [ 0.28252069 0.52921835 0.32002089 0.75014936 0.50093077] [ 0.65260994 0.40674136 0.40846021 0.55391057 0.41847747] [ 0.54033202 0.68664945 0.38779158 0.68294486 0.50370484] [ 0.52797828 0.59705378 0.56549426 0.54986272 0.58025075] [ 0.81450708 0.3634899 0.63468023 0.16841877 0.47720566] [ 0.43894162 0.55538207 0.40113196 0.54411056 0.57277192] [ 0.72819566 0.46919467 0.46169495 0.39442213 0.32269222] [ 0.38448373 0.67032468 0.43838097 0.66424999 0.45231596] [ 0.35596921 0.61278505 0.39468152 0.65448389 0.35358864] [ 0.60293015 0.53835381 0.49653611 0.69906626 0.35756263] [ 0.67127633 0.40342493 0.47078068 0.41147956 0.33275895] [ 0.40229505 0.66475461 0.35983641 0.56880148 0.47339051] [ 0.2395387 0.70979126 0.30168592 0.77771917 0.51441471] [ 0.74956644 0.39575233 0.37667486 0.4598234 0.46717391] [ 0.79981398 0.45362114 0.53760035 0.24795777 0.39569484] [ 0.59927464 0.55860995 0.374995 0.4201568 0.52465324] [ 0.82864254 0.54401068 0.47689404 0.33628093 0.44824167] [ 0.57705783 0.4202408 0.48626696 0.69332633 0.42915006] [ 0.57882481 0.61496768 0.47906699 0.69943135 0.4675001 ] [ 0.62555207 0.52467335 0.47796024 0.48139089 0.37131072] [ 0.26542733 0.62149342 0.45433644 0.79926576 0.52370312] [ 0.75832349 0.41182256 0.59577998 0.63903205 0.37375398] [ 0.27359773 0.46572396 0.5074344 0.4244177 0.48164414] [ 0.66471889 0.48716473 0.47498156 0.40812734 0.42339453] [ 0.71458426 0.364934 0.58180676 0.4100345 0.46001593] [ 0.46809861 0.57698552 0.3988091 0.75579086 0.45625245] Progress: 46.9% ... Training loss: 0.487 ... Validation loss: 0.800[ 0.80613956 0.397746 0.56980272 0.25415496 0.26229725] [ 0.60985982 0.62339014 0.32683393 0.44139336 0.35684666] [ 0.62882697 0.47161204 0.54314078 0.49554149 0.3350822 ] [ 0.37522481 0.56044295 0.57748927 0.73383738 0.59401433] [ 0.7066674 0.49114844 0.50027117 0.29944026 0.45079207] [ 0.45919269 0.51414929 0.51840246 0.35275449 0.51594998] [ 0.55717758 0.60000144 0.45985107 0.51657555 0.5224821 ] [ 0.47571308 0.51974423 0.44699943 0.8311129 0.52281568] [ 0.52265786 0.57595895 0.45296337 0.7501104 0.28597371] [ 0.5256275 0.59316455 0.4285422 0.55415047 0.36666702] [ 0.27695697 0.69885552 0.34762772 0.69896291 0.50716143] [ 0.54022233 0.45385428 0.66556872 0.70360146 0.43937374] [ 0.54934491 0.39963604 0.61637817 0.54048339 0.47291442] [ 0.55237705 0.4071755 0.58276804 0.56047832 0.40232468] [ 0.75695456 0.43404023 0.52098661 0.29581774 0.48697484] [ 0.75695456 0.43404023 0.52098661 0.29581774 0.48697484] [ 0.57989448 0.49111964 0.48871009 0.64765785 0.3623915 ] [ 0.25861958 0.74614556 0.36134025 0.75993622 0.5175629 ] [ 0.24159327 0.72680522 0.49811377 0.73830881 0.58556563] [ 0.82865059 0.35496303 0.46081535 0.27710178 0.38207721] [ 0.62874456 0.4252353 0.54040723 0.52381889 0.35855995] [ 0.82603724 0.52421621 0.4862212 0.43112076 0.39050602] [ 0.78942907 0.42299765 0.3768066 0.3187272 0.41015409] [ 0.47822568 0.53046465 0.47626849 0.70509169 0.4179021 ] [ 0.69864718 0.49536942 0.42991108 0.46105464 0.35016126] [ 0.6326055 0.46517996 0.53471266 0.31909246 0.55750147] [ 0.56775706 0.54742332 0.47453294 0.4988131 0.6402275 ] [ 0.23852536 0.64500081 0.35351853 0.82657676 0.38627108] [ 0.67206336 0.37572428 0.54868158 0.4022101 0.46589152] [ 0.84393216 0.56297718 0.47154547 0.24832556 0.34337862] [ 0.34096981 0.50291234 0.50680392 0.76158424 0.52404163] [ 0.62740543 0.52475129 0.57725114 0.63675996 0.42036149] [ 0.52940384 0.54638993 0.54054285 0.65037112 0.49597599] [ 0.71118754 0.47988387 0.5278878 0.29487822 0.44252357] [ 0.48331539 0.56479013 0.36622192 0.46755356 0.37698878] [ 0.37179964 0.52806012 0.48261964 0.71594971 0.49670256] [ 0.718624 0.46617112 0.56268827 0.14818819 0.47476986] [ 0.45113777 0.66874138 0.41330178 0.49052803 0.50841672] [ 0.6622945 0.45544775 0.3683645 0.38542983 0.32543029] [ 0.69548455 0.42302871 0.61463938 0.53092921 0.4744726 ] [ 0.37725218 0.64413893 0.39018515 0.70676525 0.35418757] [ 0.66218882 0.31420782 0.61619355 0.73213892 0.40213445] [ 0.76557728 0.34818504 0.55370765 0.10958707 0.35140315] [ 0.70037543 0.44118617 0.41272326 0.27260575 0.37959861] [ 0.45330219 0.57834896 0.59968481 0.55227949 0.51111998] [ 0.29940935 0.61100482 0.48268014 0.64859559 0.5004662 ] [ 0.6262988 0.51977683 0.43647501 0.42639925 0.30755664] [ 0.23571531 0.66427572 0.3842398 0.61929183 0.48982243] [ 0.51464061 0.54388713 0.55347109 0.69867537 0.50841415] [ 0.68274763 0.58166446 0.35930912 0.40576667 0.34869284] [ 0.69236894 0.40883274 0.62930607 0.4698632 0.34543064] [ 0.39078096 0.48402227 0.52364714 0.51269845 0.58200265] [ 0.76123047 0.46814966 0.57600756 0.32156982 0.46363101] [ 0.77593916 0.45420527 0.44473287 0.30258809 0.47083644] [ 0.48693549 0.43997709 0.44580302 0.50294997 0.53505356] [ 0.55993693 0.43193736 0.58595401 0.58487299 0.46086946] [ 0.45992958 0.64461034 0.40735851 0.68646479 0.41283469] [ 0.54197808 0.5787645 0.36119393 0.32525277 0.38693054] [ 0.58207929 0.54570402 0.36046287 0.37212365 0.33062635] [ 0.79776182 0.31484679 0.45329454 0.31913404 0.37027752] [ 0.53020778 0.63296677 0.33563737 0.64371628 0.52762104] [ 0.37110243 0.56776397 0.40182138 0.46144068 0.59378982] [ 0.74755744 0.52430254 0.59626013 0.52505018 0.41833865] [ 0.25369711 0.49505043 0.61380754 0.60277172 0.67572863] [ 0.68111927 0.38005222 0.45149795 0.62471534 0.3194907 ] [ 0.46132253 0.53776354 0.43308938 0.63428072 0.4658883 ] [ 0.64175009 0.45388846 0.61774743 0.57698794 0.46772538] [ 0.40131489 0.52241097 0.51260764 0.63498836 0.52985324] [ 0.26748349 0.59299562 0.46381322 0.80887934 0.47041889] [ 0.23997643 0.59882057 0.39324125 0.86457031 0.54562324] [ 0.68737765 0.33097356 0.53311768 0.3955883 0.42948748] [ 0.77952268 0.38168604 0.51194539 0.32312061 0.33685887] [ 0.38304576 0.50289232 0.51975328 0.69437172 0.49638366] [ 0.16206498 0.60850533 0.48841656 0.81161845 0.49607344] [ 0.82551403 0.41218274 0.40943729 0.34594021 0.29991998] [ 0.82440113 0.46543119 0.57738427 0.32634373 0.40809285] [ 0.65697726 0.47604413 0.40677108 0.60257808 0.35939588] [ 0.72295383 0.42886566 0.51722977 0.65250648 0.40543018] [ 0.47166352 0.45966639 0.58415273 0.57877764 0.58175275] [ 0.51290212 0.37457422 0.60969847 0.40770959 0.59298944] [ 0.53760727 0.55952165 0.35689692 0.39467666 0.45666861] [ 0.47439455 0.50458718 0.37370348 0.71128579 0.48135314] [ 0.39146995 0.44320853 0.57496087 0.5253567 0.55319761] [ 0.66314725 0.50740356 0.55144289 0.17559506 0.50755311] [ 0.77754809 0.43916411 0.34411335 0.4003397 0.35616799] [ 0.75455618 0.3142761 0.52069899 0.22307891 0.39170887] [ 0.76929892 0.47721855 0.48527704 0.3972213 0.37427 ] [ 0.62592045 0.54220545 0.43825306 0.44355075 0.32917084] [ 0.68513821 0.37520251 0.47361763 0.2670157 0.33893462] [ 0.25751555 0.73808557 0.32336579 0.83911147 0.59305125] [ 0.67805513 0.4908936 0.48475819 0.37582647 0.48486449] [ 0.38707144 0.55406082 0.51510582 0.51030651 0.54816865] [ 0.66921636 0.40966699 0.58764133 0.56930886 0.46218127] [ 0.64389517 0.43757553 0.56894977 0.57066203 0.43090789] [ 0.53380135 0.3498397 0.53625115 0.4408011 0.51077576] [ 0.44235205 0.66431566 0.36309024 0.64967525 0.47619066] [ 0.16623735 0.6018091 0.52963367 0.75241687 0.61538535] [ 0.45941716 0.65226784 0.27726888 0.65866493 0.41241875] [ 0.39761998 0.54576922 0.3940696 0.65657196 0.45197637] [ 0.7514518 0.35433101 0.52793634 0.33351347 0.2523194 ] [ 0.71100677 0.3388644 0.46705627 0.25552266 0.5017895 ] [ 0.57088385 0.54994519 0.45192279 0.34120421 0.46382751] [ 0.76717199 0.45389391 0.39089138 0.67233376 0.4072712 ] [ 0.7646323 0.55685016 0.42514461 0.29525024 0.35284349] [ 0.63009696 0.46226096 0.53118203 0.49292458 0.51290015] [ 0.7342452 0.49565476 0.46617266 0.33024638 0.53531251] [ 0.29243829 0.69675033 0.35116831 0.80154809 0.56923634] [ 0.47562802 0.51412093 0.39866918 0.62374837 0.46255175] [ 0.53848422 0.47022405 0.43775928 0.3692673 0.46315515] [ 0.28734044 0.60440274 0.41651756 0.78603603 0.53677764] [ 0.42835712 0.57604571 0.57880942 0.56005728 0.6350159 ] [ 0.50972194 0.51390371 0.46841277 0.37517911 0.43021834] [ 0.17916616 0.72610361 0.44209362 0.84737754 0.60081013] [ 0.6311112 0.4310702 0.52772678 0.40259023 0.43217625] [ 0.2701339 0.55804637 0.40328032 0.83848116 0.55593701] [ 0.45230679 0.46693668 0.50365613 0.49780063 0.51106855] [ 0.43207061 0.66316257 0.54606963 0.6053315 0.63144318] [ 0.51102148 0.40388074 0.59555707 0.73358168 0.44554457] [ 0.44993468 0.45240496 0.41176661 0.54576379 0.52113597] [ 0.51486576 0.52409466 0.53590994 0.36212352 0.58909881] [ 0.65749184 0.59197219 0.55005559 0.6193631 0.45390805] [ 0.55838982 0.48792168 0.46458005 0.50799221 0.5740851 ] [ 0.16285187 0.68455876 0.33215435 0.71940156 0.65241252] [ 0.43572815 0.52007185 0.49778467 0.62179097 0.29434069] [ 0.81332498 0.52819958 0.31123488 0.43883344 0.33873399] [ 0.57377929 0.5724432 0.41188191 0.68582142 0.34548525] [ 0.20298781 0.61988832 0.43338548 0.86228523 0.50859851] [ 0.50195799 0.35819749 0.56208541 0.65319455 0.42057102] Progress: 46.9% ... Training loss: 0.486 ... Validation loss: 0.800[ 0.12631032 0.70660878 0.32457664 0.83017318 0.61486149] [ 0.69461193 0.425076 0.49053141 0.52354012 0.57421821] [ 0.15646586 0.60812497 0.46388527 0.89252189 0.57759185] [ 0.73498475 0.45554521 0.55011437 0.36347214 0.46300844] [ 0.55477949 0.44726205 0.50494111 0.49876248 0.48739709] [ 0.81833703 0.40687628 0.56349029 0.24249812 0.43777856] [ 0.69098828 0.68864163 0.50057056 0.612041 0.52245968] [ 0.46341767 0.65270737 0.43728531 0.72075261 0.57550288] [ 0.66150094 0.45389715 0.55336045 0.21501924 0.54534748] [ 0.58821117 0.34403713 0.6696863 0.50164585 0.48265528] [ 0.32045858 0.53850552 0.35217099 0.60141902 0.59746996] [ 0.2666212 0.63332575 0.39876243 0.8368366 0.54627602] [ 0.36050049 0.62984905 0.42897379 0.6241081 0.45353416] [ 0.52054853 0.44175465 0.44769864 0.42932208 0.36789721] [ 0.72722312 0.56639199 0.50373561 0.53359051 0.4311269 ] [ 0.15893 0.65919494 0.37444318 0.80913844 0.44047739] [ 0.71115114 0.52033406 0.24960618 0.38960934 0.30293093] [ 0.18259441 0.61153385 0.30784162 0.81397328 0.59399662] [ 0.44764761 0.63124203 0.53571609 0.67414052 0.470152 ] [ 0.37434907 0.53597196 0.34186571 0.54061944 0.41624772] [ 0.60417621 0.49002609 0.50737129 0.24771183 0.32883924] [ 0.57360651 0.49162073 0.49760396 0.73958742 0.47830724] [ 0.82730465 0.47382294 0.44386185 0.220293 0.34477165] [ 0.44783178 0.33417278 0.47695786 0.51080738 0.43340784] [ 0.69447702 0.34242086 0.57551466 0.43529493 0.40256122] [ 0.36827023 0.62388634 0.40486498 0.83000986 0.50013786] [ 0.69376147 0.48169125 0.44675312 0.38291124 0.48585509] [ 0.64010728 0.55549722 0.43370836 0.43243641 0.58344078] [ 0.82551871 0.35033096 0.59462779 0.26019905 0.38575889] [ 0.47442069 0.5154303 0.62198063 0.63788834 0.58739204] [ 0.71120681 0.34381612 0.5641326 0.2315165 0.37267128] [ 0.39689615 0.6999041 0.32919216 0.67587441 0.34937329] [ 0.65393266 0.53593193 0.56357386 0.66341334 0.44792765] [ 0.45041188 0.61409182 0.34711805 0.63300321 0.57484184] [ 0.76004815 0.40525114 0.44051388 0.27889915 0.39265951] [ 0.58313795 0.45774886 0.66737207 0.77751239 0.42211592] [ 0.65981774 0.53944591 0.47376324 0.49847705 0.55869874] [ 0.612201 0.46869792 0.49108028 0.44957713 0.35608183] [ 0.49176002 0.50014314 0.28097385 0.53806198 0.29308045] [ 0.75810897 0.47744902 0.63570185 0.20161401 0.50422186] [ 0.41046294 0.55796141 0.52407763 0.81688316 0.55321111] [ 0.82602903 0.45032668 0.57001988 0.30938775 0.40293531] [ 0.86821194 0.453954 0.44676742 0.30674109 0.34964544] [ 0.4310106 0.51602337 0.39725219 0.69920619 0.4659495 ] [ 0.7746448 0.43945963 0.58564368 0.2320964 0.33045126] [ 0.69817731 0.46497566 0.39714161 0.32356087 0.37501019] [ 0.77898877 0.49657091 0.46138356 0.25933963 0.34075066] [ 0.15365912 0.62814558 0.36937002 0.83025326 0.66927437] [ 0.4522049 0.46693507 0.50364858 0.49776077 0.51107469] [ 0.6565279 0.42009222 0.4321976 0.4886966 0.42581793] [ 0.50902314 0.50645699 0.46098075 0.48442079 0.56739017] [ 0.69598381 0.39275061 0.6148901 0.57554953 0.43506372] [ 0.65938295 0.53109124 0.52480009 0.41004943 0.44425607] [ 0.51775752 0.43651907 0.47752803 0.72375023 0.39650347] [ 0.73420927 0.39446342 0.60969531 0.39687921 0.39508971] [ 0.28021686 0.58731439 0.58367555 0.79502112 0.55778155] [ 0.19017912 0.63243896 0.47246529 0.75286504 0.55717072] [ 0.61761266 0.40977515 0.4272787 0.41828859 0.44178133] [ 0.24265235 0.68588719 0.41255052 0.55269729 0.58430938] [ 0.49670332 0.51366765 0.41225589 0.35853758 0.46235104] [ 0.46309074 0.55815746 0.35467446 0.54788802 0.33389918] [ 0.54468522 0.44045206 0.56026553 0.41058256 0.58468495] [ 0.47701556 0.64720369 0.34954324 0.60615682 0.44785416] [ 0.59183691 0.63592274 0.57661572 0.64933896 0.49114419] [ 0.57256831 0.42491553 0.53623307 0.45038637 0.51511733] [ 0.67458893 0.56618349 0.48462677 0.4820481 0.41699996] [ 0.4416955 0.50028501 0.24351585 0.73599572 0.35095482] [ 0.7674012 0.34412804 0.61004708 0.51114032 0.3711887 ] [ 0.21262539 0.64092722 0.40054468 0.83200277 0.43615743] [ 0.67048098 0.67428879 0.40609337 0.57120441 0.4216616 ] [ 0.18177256 0.68248004 0.39396429 0.82382213 0.64454979] [ 0.40094214 0.5735749 0.41281871 0.57405295 0.58764403] [ 0.46265906 0.4350283 0.60775188 0.49275221 0.37575943] [ 0.56640331 0.59065822 0.49067311 0.48501893 0.57730582] [ 0.47065404 0.52560783 0.36777368 0.65214604 0.51838551] [ 0.43852886 0.46884929 0.439674 0.47499242 0.53612609] [ 0.23935759 0.57695738 0.38001015 0.89966512 0.51426254] [ 0.62780966 0.60829014 0.32872195 0.35626287 0.32552709] [ 0.7153939 0.35811243 0.6875674 0.45211715 0.45805653] [ 0.44228297 0.61870401 0.44033781 0.7744921 0.49834844] [ 0.3890255 0.6960427 0.4712897 0.66586331 0.37771913] [ 0.71261819 0.42016535 0.57971117 0.34368245 0.41114258] [ 0.61419832 0.47468735 0.44821079 0.45724163 0.51507916] [ 0.55596784 0.69724948 0.37838306 0.56555943 0.3817805 ] [ 0.20665888 0.50988331 0.60068139 0.8535053 0.71416947] [ 0.50888433 0.61357632 0.31640518 0.73702384 0.54165898] [ 0.53686963 0.47865807 0.5436249 0.5768478 0.47266169] [ 0.71775961 0.43339236 0.51369682 0.26638278 0.53756545] [ 0.40108002 0.4747851 0.62367628 0.64857699 0.41161055] [ 0.46338384 0.53328751 0.47892986 0.44003586 0.44748836] [ 0.58963676 0.38970572 0.56399519 0.26952418 0.48968008] [ 0.61552776 0.32765127 0.41519306 0.41546297 0.44177377] [ 0.32006939 0.5571056 0.43301013 0.82077244 0.52177477] [ 0.31370921 0.49684051 0.50746623 0.53918867 0.61808435] [ 0.55947311 0.47622276 0.52246608 0.53836602 0.50269217] [ 0.70806161 0.55565036 0.49515306 0.4584078 0.42509396] [ 0.40101488 0.61879292 0.51999884 0.84816623 0.5401513 ] [ 0.2145375 0.55559164 0.42017377 0.84445112 0.43282505] [ 0.31706687 0.65429552 0.31262099 0.77420798 0.447177 ] [ 0.55103007 0.53382776 0.53566688 0.65441621 0.41206702] [ 0.29788436 0.55126647 0.52435355 0.53643392 0.56761499] [ 0.31661665 0.52015515 0.48282325 0.78870606 0.40345533] [ 0.54232175 0.42759694 0.38392462 0.62104219 0.34360746] [ 0.65332037 0.43749032 0.38795737 0.33987912 0.42835983] [ 0.64065805 0.40159689 0.5935143 0.30815851 0.57461774] [ 0.36541034 0.53345575 0.40157314 0.7600537 0.39121755] [ 0.21341518 0.75101571 0.40263656 0.80669399 0.45292015] [ 0.16449447 0.57998349 0.62254604 0.8631393 0.74802311] [ 0.38116465 0.5273785 0.47957026 0.52275216 0.49757727] [ 0.23855295 0.64511216 0.35345456 0.82645026 0.38633429] [ 0.37643884 0.56997865 0.4313665 0.76729665 0.53241004] [ 0.33532428 0.71943687 0.36966446 0.73605132 0.38545412] [ 0.59262958 0.44159845 0.57545122 0.29720955 0.61643884] [ 0.42637639 0.64145515 0.36238315 0.80404844 0.43242913] [ 0.67696608 0.28099133 0.60129717 0.51416549 0.4008297 ] [ 0.65815808 0.55972893 0.30919541 0.29012617 0.32104052] [ 0.56122005 0.62234325 0.64149349 0.58638456 0.55771441] [ 0.48492449 0.54918253 0.48475016 0.81304015 0.53775295] [ 0.57918394 0.42505278 0.54579035 0.54269981 0.44408799] [ 0.54563801 0.53637681 0.65527058 0.61534893 0.52467535] [ 0.79177531 0.401133 0.45296926 0.37227351 0.42527049] [ 0.55075951 0.40716387 0.59053977 0.31789662 0.5012939 ] [ 0.25806412 0.63020623 0.40764626 0.83487445 0.57811718] [ 0.2403114 0.62457853 0.52719175 0.85787432 0.54544499] [ 0.44558426 0.55667077 0.53932258 0.55565322 0.44300228] [ 0.71158052 0.39932411 0.62247032 0.36137977 0.45979801] [ 0.68972424 0.6007459 0.43386674 0.44290204 0.39236905] [ 0.6963937 0.62106217 0.52660111 0.4641184 0.45931194] Progress: 47.0% ... Training loss: 0.486 ... Validation loss: 0.797[ 0.24617907 0.73400953 0.37616522 0.83612033 0.55979759] [ 0.58440499 0.65220949 0.35425839 0.45422085 0.48396555] [ 0.59464343 0.43217913 0.45313979 0.26433734 0.38036176] [ 0.84464621 0.40332664 0.60691162 0.21151245 0.3911116 ] [ 0.62295515 0.34186039 0.58589502 0.67551354 0.45597477] [ 0.34045656 0.60492727 0.38786277 0.72955 0.5754528 ] [ 0.57822306 0.62415268 0.48248679 0.54733928 0.44388023] [ 0.28283356 0.46165399 0.39912351 0.81601227 0.43196253] [ 0.73477004 0.37532995 0.5486185 0.30689017 0.3922237 ] [ 0.23906678 0.53762486 0.48921844 0.55906734 0.68888242] [ 0.30947536 0.73094002 0.40925369 0.81449416 0.39598962] [ 0.70884218 0.47487861 0.46753283 0.35954361 0.4207288 ] [ 0.62869247 0.5081638 0.6187001 0.35465283 0.42976805] [ 0.75565297 0.52450874 0.52105096 0.29362511 0.46676003] [ 0.63771664 0.67709036 0.38987463 0.68174853 0.45630283] [ 0.69061344 0.47285751 0.52564498 0.42664829 0.43942639] [ 0.74074492 0.37010278 0.67845962 0.34099872 0.46993903] [ 0.18642789 0.64531065 0.52161728 0.86276088 0.56077676] [ 0.66597221 0.62340775 0.27808348 0.65174336 0.43364497] [ 0.6546593 0.45030086 0.4293905 0.35939282 0.52233634] [ 0.5752732 0.41251278 0.57713046 0.49388182 0.36936376] [ 0.41681958 0.49194062 0.51011171 0.51131112 0.58515552] [ 0.72978385 0.48099421 0.43324828 0.40126485 0.37344885] [ 0.23667029 0.53119318 0.51097029 0.74798396 0.5080618 ] [ 0.45707818 0.47722669 0.59807842 0.67849189 0.36649277] [ 0.60139763 0.49698812 0.51542106 0.41713636 0.42253543] [ 0.23887835 0.58897464 0.43107184 0.69875233 0.5107324 ] [ 0.54618926 0.37870671 0.59038735 0.34721288 0.46650009] [ 0.30250763 0.65925079 0.52458906 0.73287032 0.52560412] [ 0.48751511 0.46156052 0.47089311 0.45175869 0.45079074] [ 0.68953043 0.42119743 0.48450009 0.44522664 0.40759199] [ 0.58619867 0.48954037 0.42223737 0.38269435 0.49975237] [ 0.62599767 0.58278405 0.39972009 0.36927134 0.46831213] [ 0.60086726 0.42359284 0.53958601 0.6198446 0.51936836] [ 0.70626897 0.56290189 0.5882815 0.37179312 0.46497109] [ 0.22590409 0.70640909 0.46552323 0.73081561 0.55319681] [ 0.44727657 0.67567131 0.43649307 0.67829534 0.47801304] [ 0.75965562 0.42655058 0.52373944 0.31268742 0.37106137] [ 0.64761827 0.60656063 0.32856534 0.66708707 0.35205903] [ 0.84448958 0.44670165 0.56062128 0.22173501 0.38374933] [ 0.62122236 0.39216116 0.54298894 0.33251283 0.62855013] [ 0.46355231 0.53342509 0.52638776 0.64511891 0.4944553 ] [ 0.71187717 0.39322231 0.4771734 0.41116487 0.43979056] [ 0.25541362 0.58000074 0.41654214 0.68646759 0.39110206] [ 0.78802457 0.46292878 0.54420452 0.13864166 0.33978542] [ 0.69106913 0.41233212 0.67319218 0.29520808 0.37487951] [ 0.83402856 0.42580412 0.56917584 0.22603348 0.40414772] [ 0.74932439 0.40847112 0.52341491 0.41634064 0.40824344] [ 0.73507303 0.45834407 0.54107599 0.24114478 0.47256002] [ 0.26685444 0.62720555 0.51168213 0.83158733 0.36802188] [ 0.29240547 0.60719836 0.31871966 0.78416409 0.4677081 ] [ 0.59179995 0.48507049 0.47236591 0.58052603 0.37387418] [ 0.43531856 0.58604951 0.46168866 0.64876167 0.55563876] [ 0.69464749 0.57567477 0.47109813 0.31118186 0.43323738] [ 0.34328968 0.61382531 0.41226839 0.53129582 0.38414088] [ 0.62053437 0.43356686 0.57189884 0.29289784 0.36678723] [ 0.31733083 0.69459774 0.4117041 0.6921389 0.45218359] [ 0.23914583 0.59988847 0.39277076 0.8647824 0.54606757] [ 0.61091268 0.54555392 0.51614832 0.47903274 0.40749986] [ 0.69833465 0.41155273 0.44595482 0.2360346 0.39248759] [ 0.43537183 0.51227015 0.53512806 0.63148427 0.57736927] [ 0.52214796 0.58673836 0.41616601 0.45615372 0.54641719] [ 0.53322798 0.39541921 0.54642004 0.43387993 0.4118481 ] [ 0.81488035 0.35819635 0.53203065 0.10698278 0.39059842] [ 0.36473711 0.52184204 0.41293678 0.66290893 0.42008283] [ 0.19670821 0.68642899 0.34961769 0.77477642 0.47927387] [ 0.32628934 0.69604216 0.3365979 0.71260925 0.52052726] [ 0.57916916 0.60815668 0.36890103 0.61956298 0.39657435] [ 0.70664811 0.58606426 0.48165975 0.36031783 0.40859976] [ 0.5855611 0.6042416 0.36523403 0.67425994 0.53136801] [ 0.30684216 0.69987717 0.35856952 0.78382096 0.57221963] [ 0.22954409 0.58944454 0.39988354 0.85677523 0.54575236] [ 0.69802476 0.53534275 0.35570043 0.37378494 0.352165 ] [ 0.71860949 0.43165071 0.54765495 0.52742827 0.31862049] [ 0.75044586 0.34584774 0.41878692 0.29658972 0.31912846] [ 0.39189557 0.52972837 0.52827183 0.48570311 0.46556678] [ 0.33143832 0.54637131 0.43425806 0.82017287 0.39919951] [ 0.6598411 0.47362035 0.46925691 0.60837053 0.47446189] [ 0.59383063 0.40518297 0.50709941 0.31802827 0.39779541] [ 0.6214003 0.57337093 0.46679056 0.63642518 0.5865451 ] [ 0.52193868 0.54801238 0.36152228 0.72189524 0.28937309] [ 0.18668765 0.70510995 0.36615959 0.82644092 0.59742049] [ 0.83721122 0.56160562 0.38712675 0.39909495 0.43870887] [ 0.6827886 0.44773891 0.41336365 0.61441877 0.29280405] [ 0.5932295 0.52444722 0.50716812 0.48364592 0.60553648] [ 0.36145586 0.69626836 0.39125784 0.76443389 0.45951282] [ 0.72566847 0.57149894 0.42466725 0.54901171 0.39550955] [ 0.49258188 0.54432622 0.50492644 0.73384454 0.47619154] [ 0.50847167 0.44821113 0.58620107 0.71463283 0.38123373] [ 0.77043937 0.52675227 0.5585543 0.32004564 0.47713728] [ 0.70241674 0.41211418 0.53132619 0.13122639 0.51344741] [ 0.72459081 0.39355543 0.59193286 0.33630291 0.43311758] [ 0.39006254 0.64321767 0.29528165 0.64911434 0.41717948] [ 0.75600792 0.36452339 0.49587037 0.32571858 0.43966534] [ 0.36696127 0.4588718 0.41840448 0.72716734 0.65116454] [ 0.497177 0.4775695 0.62998367 0.44391114 0.52579057] [ 0.67887622 0.2765175 0.61378808 0.46675733 0.46476423] [ 0.28915163 0.58516432 0.32317156 0.70045289 0.44198501] [ 0.40925067 0.50017463 0.44029194 0.60239226 0.56624327] [ 0.2027164 0.72160702 0.4321007 0.81916061 0.48188881] [ 0.79295548 0.44493109 0.51752711 0.31454878 0.4262846 ] [ 0.87330035 0.44322652 0.53992034 0.18409514 0.36215681] [ 0.20560787 0.67275063 0.4688462 0.66739339 0.59941776] [ 0.3886902 0.54490638 0.41048727 0.74433132 0.35465804] [ 0.55608045 0.46818702 0.40223939 0.40556678 0.48084231] [ 0.44973848 0.64295686 0.42626309 0.79095238 0.4853776 ] [ 0.67268336 0.40514025 0.41379346 0.24811854 0.38838694] [ 0.48138809 0.49277839 0.38282969 0.52704414 0.43586642] [ 0.29376294 0.58229127 0.30323047 0.7974622 0.60876249] [ 0.81309224 0.37184117 0.49450762 0.11409024 0.31293387] [ 0.89744423 0.29262473 0.40682065 0.16100472 0.35851991] [ 0.2833423 0.61508734 0.3813239 0.72676783 0.42011147] [ 0.76198333 0.27079124 0.52521081 0.28329367 0.44406993] [ 0.40995201 0.5141022 0.43251389 0.68109322 0.55582725] [ 0.72183902 0.31077348 0.44236774 0.60774585 0.39280101] [ 0.4860783 0.53508088 0.49455731 0.6568102 0.48253482] [ 0.52290218 0.58482267 0.40309182 0.35425212 0.45461403] [ 0.78879559 0.3752171 0.54453864 0.25461023 0.4004098 ] [ 0.40099652 0.59282848 0.38441137 0.64650871 0.57963636] [ 0.1975173 0.75337838 0.37625952 0.73494181 0.54629622] [ 0.26232121 0.54709817 0.37594343 0.91339832 0.5583033 ] [ 0.26510189 0.64494384 0.56470455 0.77209717 0.64236012] [ 0.62160667 0.45840908 0.54100716 0.5203848 0.49526543] [ 0.48314006 0.73918522 0.42909339 0.74064277 0.57429911] [ 0.67177898 0.45849326 0.55095139 0.40432921 0.34800023] [ 0.59059017 0.4815817 0.55438431 0.46078552 0.48101006] [ 0.6707866 0.56241105 0.35075821 0.32333448 0.33408961] [ 0.51086161 0.74076531 0.36007961 0.5835209 0.48457238] Progress: 47.0% ... Training loss: 0.486 ... Validation loss: 0.795[ 0.60633261 0.49297581 0.50930485 0.47391361 0.3939973 ] [ 0.41610641 0.50243446 0.63127461 0.71208889 0.59325936] [ 0.78960622 0.39666176 0.57269218 0.17523846 0.42982338] [ 0.46846753 0.69718937 0.30775741 0.76083 0.32064652] [ 0.1020852 0.70085635 0.52797881 0.78231087 0.57638787] [ 0.80459201 0.45298138 0.63700954 0.25743847 0.41568135] [ 0.72600359 0.48905409 0.49840263 0.37610158 0.52611308] [ 0.28354409 0.63742795 0.29913824 0.80493705 0.52046514] [ 0.6842777 0.47975981 0.52281711 0.34751828 0.38665018] [ 0.80488839 0.35546991 0.52018691 0.28888185 0.39525954] [ 0.51388561 0.61012763 0.24474978 0.71459145 0.44671112] [ 0.3006949 0.54638814 0.4273012 0.72591726 0.62089657] [ 0.6822444 0.40836939 0.60652455 0.64136078 0.44048909] [ 0.67023915 0.60403214 0.49189518 0.61132068 0.46413769] [ 0.71632929 0.54848806 0.51537178 0.53906719 0.43960067] [ 0.44241948 0.6208772 0.497193 0.77781444 0.55844504] [ 0.65889581 0.46249583 0.50301271 0.3793992 0.4354856 ] [ 0.26314918 0.58915022 0.37223063 0.87355071 0.56779133] [ 0.38829274 0.56256918 0.39840123 0.62011621 0.45884507] [ 0.79244519 0.34498222 0.5852667 0.21718797 0.42102392] [ 0.68361609 0.44731603 0.41352588 0.61386955 0.29268955] [ 0.78773269 0.39285023 0.53962 0.2805092 0.42646398] [ 0.65850244 0.36794904 0.62604665 0.53100196 0.45813044] [ 0.7909331 0.4666351 0.59102218 0.19841472 0.5089899 ] [ 0.57522897 0.45281317 0.54101204 0.36258667 0.5508165 ] [ 0.77900464 0.24896009 0.58136443 0.26030969 0.41628776] [ 0.45476761 0.58529638 0.65199078 0.53667696 0.55387688] [ 0.7136162 0.4193933 0.58003477 0.34293012 0.41083797] [ 0.7299111 0.41338114 0.41828613 0.24567013 0.40219014] [ 0.59182134 0.41264851 0.50091537 0.3644735 0.60544575] [ 0.44763056 0.58222984 0.57486 0.51934294 0.45831733] [ 0.19679684 0.55986701 0.57647257 0.83252246 0.63560552] [ 0.64594255 0.64758001 0.47945247 0.54044883 0.506664 ] [ 0.62255341 0.45039722 0.57957001 0.58310866 0.42521486] [ 0.47076043 0.59093858 0.49717805 0.38946457 0.43024732] [ 0.49354389 0.5118484 0.41873818 0.41130553 0.53200978] [ 0.63353084 0.58801719 0.29409103 0.55903323 0.32784458] [ 0.42063607 0.4886934 0.61196521 0.69707741 0.5786735 ] [ 0.25960154 0.65751844 0.3980654 0.86808749 0.44741832] [ 0.64839758 0.3928551 0.35241942 0.35798109 0.32362375] [ 0.78169492 0.30519913 0.55553546 0.47261309 0.37751003] [ 0.43044069 0.52666412 0.47613263 0.65411964 0.40168063] [ 0.66979941 0.59493048 0.35113588 0.36577429 0.38678751] [ 0.66235529 0.44342076 0.65551247 0.56135407 0.42369837] [ 0.78830303 0.46572407 0.43677248 0.32087419 0.34106595] [ 0.62084165 0.52595366 0.48304437 0.44670212 0.39978112] [ 0.51390941 0.46092377 0.42084543 0.54507162 0.6205101 ] [ 0.24693265 0.57334597 0.48497705 0.78638681 0.59807582] [ 0.6951207 0.36781136 0.53273013 0.34012482 0.48182952] [ 0.49448657 0.48181052 0.44285216 0.66931198 0.36344 ] [ 0.45993068 0.5268244 0.46559276 0.68263417 0.35758639] [ 0.70625986 0.40930513 0.58630596 0.39541577 0.43258281] [ 0.56072471 0.56722153 0.50033099 0.4495906 0.42864899] [ 0.81339238 0.41203625 0.51546401 0.14918512 0.35762543] [ 0.66319967 0.51884627 0.41171079 0.43253135 0.39484416] [ 0.48637658 0.58249377 0.45214463 0.54773695 0.42350847] [ 0.6969461 0.53589773 0.44143502 0.26941662 0.39402171] [ 0.70625986 0.40930513 0.58630596 0.39541577 0.43258281] [ 0.76613138 0.44659066 0.45512251 0.3078204 0.40862983] [ 0.50246744 0.523782 0.55058642 0.57775527 0.42276009] [ 0.35503301 0.62785391 0.43218106 0.73606483 0.47485298] [ 0.60668771 0.35799507 0.5920424 0.27044886 0.49883968] [ 0.67483237 0.47517237 0.43288671 0.29840992 0.38432779] [ 0.72750715 0.32725342 0.56937147 0.34201346 0.43798597] [ 0.81137495 0.48469015 0.58854146 0.14906407 0.45999504] [ 0.66428533 0.39920953 0.54800615 0.23970871 0.39854371] [ 0.68868457 0.41806819 0.53949259 0.49585194 0.41452316] [ 0.28985405 0.52426753 0.41610353 0.61919482 0.4565739 ] [ 0.66687309 0.46518761 0.42562292 0.352402 0.46358783] [ 0.72781124 0.48689002 0.38112537 0.51386647 0.32494453] [ 0.32349278 0.67903475 0.4511254 0.73046985 0.35426434] [ 0.78234002 0.31566666 0.64457972 0.18521215 0.42203723] [ 0.36052727 0.57376107 0.39198636 0.72964221 0.59317585] [ 0.44203237 0.57606881 0.48918629 0.74666421 0.33261456] [ 0.52990926 0.54638058 0.54051211 0.64990707 0.49602309] [ 0.43651499 0.6393511 0.34315768 0.56304579 0.51833545] [ 0.20580956 0.62623751 0.43400731 0.88859521 0.53917066] [ 0.41730045 0.48649774 0.48554103 0.85056685 0.52641933] [ 0.44505085 0.67670229 0.43600144 0.6793191 0.4784926 ] [ 0.46816314 0.71170161 0.29658916 0.61053271 0.33483095] [ 0.43373957 0.53553576 0.53914771 0.4091518 0.59823964] [ 0.82372415 0.38793276 0.50173994 0.2472784 0.45084943] [ 0.72961508 0.55940271 0.40521906 0.61986661 0.41212897] [ 0.14494372 0.75450234 0.40924801 0.78736454 0.53891763] [ 0.63730087 0.48037622 0.53595141 0.43240129 0.41100528] [ 0.54494601 0.51118732 0.29583679 0.51677636 0.36404436] [ 0.30441775 0.63411741 0.5764238 0.66277363 0.55656482] [ 0.35265185 0.60231654 0.33443497 0.64745981 0.60907065] [ 0.27910253 0.56035973 0.46383383 0.62701844 0.61272338] [ 0.58424597 0.56269674 0.42073361 0.50457578 0.36012275] [ 0.4378916 0.50187493 0.50491011 0.66968247 0.35823624] [ 0.5567206 0.55012006 0.51479965 0.50491261 0.40487393] [ 0.68899338 0.47506338 0.59628889 0.67603013 0.32885599] [ 0.45480526 0.57763883 0.59996108 0.55137473 0.5108457 ] [ 0.43600629 0.59477989 0.42800357 0.61571845 0.38865693] [ 0.72258629 0.36959499 0.6675625 0.56840268 0.34898806] [ 0.75243457 0.39579639 0.5722411 0.37819561 0.39665212] [ 0.68663501 0.61857152 0.44271652 0.37295938 0.43025142] [ 0.39438756 0.66423558 0.39388958 0.61970917 0.37634238] [ 0.75271884 0.47657569 0.47864128 0.34144366 0.43553197] [ 0.65185635 0.45064829 0.62598154 0.46153741 0.40447224] [ 0.71235402 0.53321924 0.43024451 0.42144412 0.39311779] [ 0.33789409 0.59313332 0.27894532 0.74370293 0.61321579] [ 0.73221548 0.43140196 0.58595615 0.31077066 0.49592618] [ 0.70687456 0.43821969 0.45213656 0.36135175 0.39572951] [ 0.49045191 0.45127051 0.54957333 0.65256896 0.46663295] [ 0.30418116 0.50975447 0.36543083 0.85115908 0.42185545] [ 0.48948767 0.68645611 0.41796041 0.56323286 0.44273123] [ 0.30884869 0.59464965 0.32836024 0.71916188 0.44286254] [ 0.51992709 0.69623972 0.47263862 0.73150051 0.42232679] [ 0.43608938 0.59365453 0.60941609 0.63338914 0.55279331] [ 0.49017873 0.58558017 0.43329938 0.57164843 0.55138109] [ 0.70526077 0.36279013 0.57503964 0.11565084 0.51565631] [ 0.42926791 0.55186042 0.42975084 0.65296713 0.37633053] [ 0.44395238 0.66287254 0.42066843 0.54570056 0.58099966] [ 0.65577623 0.48585996 0.38498101 0.28567011 0.36903478] [ 0.1772041 0.54115971 0.55870598 0.77390562 0.54631661] [ 0.66873982 0.3970085 0.52291785 0.29695103 0.45655447] [ 0.15493826 0.60999959 0.46303517 0.89312829 0.57836912] [ 0.62931099 0.61341166 0.31398593 0.55679482 0.36100585] [ 0.58972045 0.37327026 0.53234917 0.27512141 0.5286156 ] [ 0.53985967 0.55618912 0.43694427 0.50253623 0.50570437] [ 0.68739795 0.44325013 0.42659447 0.1789211 0.30861934] [ 0.59193025 0.52511513 0.50690033 0.48437511 0.60577989] [ 0.74191964 0.40545369 0.59838015 0.56589038 0.40250217] [ 0.6017008 0.72136684 0.46014902 0.61392707 0.40742424] [ 0.4864283 0.61463828 0.4585463 0.53638297 0.52551629] [ 0.69037002 0.2734889 0.58199284 0.24867457 0.36328838] Progress: 47.0% ... Training loss: 0.486 ... Validation loss: 0.794[ 0.5203654 0.53744897 0.38415575 0.56992126 0.529578 ] [ 0.25311236 0.55928693 0.50340378 0.72594994 0.57187398] [ 0.74260021 0.37808983 0.67135986 0.62530384 0.296543 ] [ 0.56161897 0.52453297 0.49819083 0.50888732 0.43780556] [ 0.47699084 0.54879806 0.47137857 0.37564407 0.37804036] [ 0.72351269 0.47692165 0.42731932 0.28347048 0.38989676] [ 0.47953838 0.43449676 0.69486551 0.71238689 0.45710376] [ 0.53021169 0.53970073 0.42459129 0.39991764 0.32198419] [ 0.79802655 0.54004164 0.47037358 0.53200765 0.37104517] [ 0.4858727 0.45205058 0.68612126 0.60105021 0.35394058] [ 0.65089901 0.38835361 0.68172221 0.59924572 0.36606436] [ 0.2782694 0.62559704 0.46977511 0.66367326 0.41349931] [ 0.31818125 0.6068475 0.32466781 0.78545623 0.50640789] [ 0.84779048 0.41962961 0.48397125 0.21154175 0.44244118] [ 0.27161177 0.515867 0.52843333 0.85747292 0.61463015] [ 0.40628843 0.48893659 0.50234125 0.79167351 0.44685905] [ 0.65821307 0.61191382 0.42404666 0.41678455 0.37121554] [ 0.73262674 0.3209844 0.65284185 0.47989336 0.43286294] [ 0.59586432 0.39069814 0.59775245 0.48709314 0.42256377] [ 0.54452655 0.44042257 0.5602801 0.4104499 0.58465134] [ 0.42764551 0.55254416 0.4294707 0.65369496 0.37657172] [ 0.57939608 0.30566214 0.57713033 0.27034014 0.516047 ] [ 0.45309448 0.42574725 0.45414034 0.5330542 0.44380863] [ 0.44973003 0.62580335 0.31571224 0.66982432 0.43344841] [ 0.18153953 0.70156894 0.33358074 0.87025998 0.57655273] [ 0.78350295 0.57146821 0.56940137 0.42376162 0.40980105] [ 0.23456633 0.66713744 0.33320117 0.76647352 0.46178378] [ 0.51755257 0.43913523 0.36901097 0.52605983 0.33391062] [ 0.3587335 0.59082495 0.4686773 0.47655554 0.51588696] [ 0.45958227 0.4402686 0.5262368 0.66367069 0.47905832] [ 0.83835617 0.47425157 0.58165435 0.37484224 0.33131499] [ 0.61653197 0.55203471 0.52196312 0.35705934 0.5317992 ] [ 0.58410426 0.5460658 0.43964883 0.63241495 0.27724285] [ 0.22916315 0.55696152 0.34514825 0.91710263 0.55716397] [ 0.21856792 0.57931238 0.52196086 0.77160951 0.38901163] [ 0.73238807 0.48237441 0.4404441 0.37482325 0.4311548 ] [ 0.64555561 0.4585255 0.47302081 0.71871822 0.32153454] [ 0.77391805 0.30241911 0.58513575 0.25485578 0.34886635] [ 0.72441947 0.40663486 0.43069844 0.22579826 0.36593324] [ 0.12095796 0.60461123 0.54255047 0.69330369 0.57713951] [ 0.43805365 0.53771389 0.48390383 0.85334801 0.44782146] [ 0.30005519 0.61175655 0.44169521 0.76575624 0.42643882] [ 0.52148618 0.63369062 0.44701865 0.74392922 0.39450756] [ 0.28244752 0.65932329 0.39236022 0.70811208 0.51908763] [ 0.47245158 0.49920898 0.53571075 0.56134283 0.59543893] [ 0.75369275 0.30798246 0.44209513 0.19242665 0.34812722] [ 0.43772831 0.59228895 0.56102631 0.65811666 0.5525187 ] [ 0.52731358 0.53773066 0.45983398 0.70402068 0.47723156] [ 0.5160293 0.60924927 0.43658042 0.75641985 0.53772124] [ 0.27620549 0.69240148 0.32977576 0.84145685 0.54618891] [ 0.73089448 0.44244659 0.58719154 0.26212165 0.38782467] [ 0.73909176 0.55414421 0.63192343 0.42400629 0.42530489] [ 0.59975641 0.42108608 0.52199844 0.56953906 0.33726279] [ 0.32857494 0.51748018 0.59913658 0.78937322 0.52394652] [ 0.38537276 0.65221875 0.47046603 0.77379012 0.4756221 ] [ 0.56372603 0.48291383 0.41256406 0.61838257 0.32977316] [ 0.53481539 0.66564858 0.43784823 0.67325361 0.43647942] [ 0.72980124 0.3727852 0.51723453 0.42508763 0.39234395] [ 0.79751996 0.37028662 0.52666289 0.34379262 0.4031076 ] [ 0.33607458 0.60122407 0.36338644 0.77033565 0.62055906] [ 0.48331913 0.55003915 0.38384921 0.43845063 0.47766835] [ 0.52633939 0.57842703 0.50977209 0.60456445 0.55929604] [ 0.76350837 0.32624866 0.6750868 0.20840187 0.44661831] [ 0.83670189 0.34879863 0.6156188 0.27788479 0.44078076] [ 0.48746352 0.40455286 0.43910292 0.62314602 0.52377699] [ 0.69528746 0.56380899 0.56204104 0.60305588 0.42931985] [ 0.36439226 0.55099722 0.43506992 0.71199757 0.41444798] [ 0.73550223 0.34627635 0.50267857 0.31637081 0.41334654] [ 0.31726402 0.57171956 0.33098991 0.66726576 0.43227733] [ 0.51219731 0.45470808 0.5341243 0.71573501 0.48099816] [ 0.19898623 0.6157141 0.52552564 0.84464306 0.47950979] [ 0.36197178 0.57305523 0.39226688 0.72903095 0.59293252] [ 0.2928434 0.72122437 0.43731278 0.76284907 0.42878735] [ 0.67065616 0.51195521 0.53452564 0.43346247 0.41654254] [ 0.69410326 0.47107913 0.50770512 0.45934426 0.3943596 ] [ 0.42268782 0.5919659 0.37885747 0.48425026 0.40265939] [ 0.62592334 0.42589583 0.58655482 0.30545602 0.55507458] [ 0.16909717 0.71452779 0.36979845 0.85748242 0.47645953] [ 0.29566515 0.57835427 0.52633539 0.73026426 0.51629328] [ 0.22223783 0.70303996 0.33620142 0.81486872 0.49131177] [ 0.66910402 0.46846102 0.51460159 0.54610046 0.37672771] [ 0.84110134 0.36943557 0.49495472 0.36162777 0.36458043] [ 0.4260736 0.50087927 0.51938584 0.52742814 0.45341806] [ 0.77478159 0.58297937 0.38888034 0.40267113 0.39490267] [ 0.38264989 0.57498508 0.37921057 0.70040745 0.36933843] [ 0.72017408 0.36868187 0.65367651 0.43549909 0.41355633] [ 0.43329379 0.58751301 0.50584186 0.72042042 0.55230014] [ 0.43547706 0.69808529 0.40135883 0.70865484 0.41689727] [ 0.53587459 0.62048304 0.35974382 0.34310365 0.41579574] [ 0.76241259 0.45781092 0.37338403 0.37249427 0.34383329] [ 0.55301362 0.63407831 0.63472833 0.60830369 0.55208813] [ 0.62875477 0.46897198 0.56729487 0.61478902 0.44603343] [ 0.62654893 0.65442996 0.41364991 0.67741434 0.55833625] [ 0.41333801 0.68492237 0.42658472 0.59090764 0.5185967 ] [ 0.42917345 0.53723651 0.60305944 0.46043792 0.49877778] [ 0.79023068 0.45684407 0.4476756 0.31882577 0.42600755] [ 0.54667414 0.58326051 0.51170442 0.66152708 0.39606091] [ 0.34390743 0.5897536 0.47286301 0.77555527 0.47857834] [ 0.1714311 0.52676358 0.51538877 0.7611541 0.55022192] [ 0.39913993 0.52859684 0.49841766 0.81245447 0.55707492] [ 0.92617624 0.30006366 0.50621255 0.13935788 0.32257964] [ 0.77147611 0.43537532 0.60510304 0.44701956 0.35058535] [ 0.49611557 0.42808735 0.41291794 0.59482127 0.51663582] [ 0.45313782 0.57861881 0.40497106 0.3801927 0.52751924] [ 0.80847932 0.44565684 0.48393388 0.17239187 0.34728176] [ 0.62643087 0.35019347 0.59845999 0.58933116 0.44445486] [ 0.4962632 0.49620451 0.56401276 0.42041439 0.50706459] [ 0.67192334 0.36423746 0.56994766 0.25140407 0.41548545] [ 0.55093622 0.51337536 0.49742561 0.77198836 0.41869172] [ 0.8933421 0.28504784 0.58671089 0.12749413 0.35583184] [ 0.42224557 0.47246851 0.3785542 0.80471778 0.50723518] [ 0.49392515 0.45211601 0.49214785 0.39496341 0.6171634 ] [ 0.43009434 0.47358778 0.48731945 0.64381024 0.47781807] [ 0.66986188 0.48929078 0.46217815 0.3162812 0.39741806] [ 0.65072885 0.61613291 0.51052704 0.55678696 0.42522113] [ 0.63333725 0.44478236 0.55039247 0.42413399 0.36788987] [ 0.55208611 0.52800816 0.40898013 0.64069095 0.28349847] [ 0.53524796 0.56094781 0.35633113 0.39573546 0.45725233] [ 0.39073452 0.68846342 0.3154533 0.66325071 0.50978081] [ 0.49588927 0.51255581 0.51298977 0.48473245 0.43256805] [ 0.30203332 0.5456548 0.4275957 0.72527068 0.62065098] [ 0.28902178 0.63792201 0.39967611 0.63909285 0.5256178 ] [ 0.1929276 0.62912004 0.45729959 0.70098423 0.49141971] [ 0.44067109 0.66543967 0.3625692 0.65033544 0.47673994] [ 0.39611867 0.62582383 0.35806493 0.74437853 0.3393829 ] [ 0.67103466 0.49706351 0.46164816 0.41956328 0.55547756] [ 0.23166805 0.55179954 0.40752055 0.80644687 0.66948144] [ 0.53292076 0.47363874 0.48706285 0.80537967 0.4785476 ] Progress: 47.1% ... Training loss: 0.486 ... Validation loss: 0.792[ 0.65987304 0.4218025 0.4635257 0.44430254 0.47545478] [ 0.25924534 0.741726 0.44585945 0.70931385 0.48170404] [ 0.54571342 0.44130895 0.43657095 0.60237001 0.3570355 ] [ 0.67862128 0.42178556 0.67413208 0.61638732 0.42445057] [ 0.40966313 0.51423655 0.43244579 0.6811445 0.55593828] [ 0.50831923 0.48572575 0.44162375 0.65409018 0.52005177] [ 0.40503002 0.50330421 0.50579104 0.66268855 0.58746386] [ 0.49654349 0.53142711 0.50598931 0.56351053 0.44176156] [ 0.8245508 0.40393356 0.61943141 0.28335764 0.37386747] [ 0.44919265 0.47385693 0.47004096 0.61874276 0.40835919] [ 0.28491894 0.63668865 0.29940643 0.80436956 0.5202028 ] [ 0.73822656 0.56294976 0.36948192 0.41572251 0.45619908] [ 0.71721256 0.47742527 0.37643804 0.39123036 0.34825868] [ 0.41335491 0.68503341 0.42653248 0.59096644 0.51864763] [ 0.32287288 0.64056164 0.41444235 0.67153415 0.51854248] [ 0.74457039 0.54498358 0.59716201 0.47639434 0.35423507] [ 0.50092068 0.56178726 0.40596409 0.65264162 0.37235228] [ 0.71372872 0.31289297 0.66777338 0.52160851 0.42927095] [ 0.7089901 0.44057713 0.60687063 0.66132929 0.39871277] [ 0.82769001 0.36388367 0.55958393 0.17469557 0.39629606] [ 0.59238898 0.60999976 0.38424147 0.6541518 0.35954953] [ 0.75215479 0.42244004 0.44203978 0.41936502 0.54330407] [ 0.19515618 0.48329058 0.4159347 0.82585134 0.6577975 ] [ 0.37601344 0.49748871 0.47497348 0.81164538 0.5186322 ] [ 0.4487819 0.61521839 0.346666 0.63392796 0.57531177] [ 0.51427881 0.42601493 0.52384523 0.62214774 0.37162945] [ 0.2162027 0.71426941 0.32884799 0.72466382 0.53973753] [ 0.38816188 0.52246067 0.30872203 0.53131204 0.34566517] [ 0.36085493 0.65414015 0.4445655 0.5960563 0.37086765] [ 0.59457234 0.41605169 0.54843934 0.34404646 0.53529605] [ 0.29314851 0.70392115 0.37140399 0.73954279 0.45508253] [ 0.54224767 0.4111633 0.39047551 0.47663035 0.40475209] [ 0.35365604 0.60201158 0.33455295 0.64713405 0.60897192] [ 0.60069168 0.46217504 0.33490773 0.37025042 0.44389456] [ 0.61730131 0.5026109 0.45739333 0.27408928 0.51529555] [ 0.39348204 0.68361121 0.35043932 0.66246178 0.44628992] [ 0.87069184 0.35703353 0.61537779 0.19712833 0.38122669] [ 0.52461751 0.44106959 0.58578308 0.63220393 0.52684714] [ 0.69880876 0.4630155 0.49906275 0.24418053 0.28664568] [ 0.63424073 0.53811825 0.37709777 0.62728571 0.44210775] [ 0.39879707 0.53825106 0.45645828 0.53705671 0.46643789] [ 0.812967 0.44467596 0.42438651 0.37733045 0.35787714] [ 0.79357589 0.52886244 0.44109927 0.33355593 0.32295158] [ 0.28016437 0.63678684 0.51185711 0.73859884 0.53870714] [ 0.1948457 0.67760609 0.28481047 0.71009701 0.52462015] [ 0.34598821 0.64133153 0.43703116 0.78594743 0.56960622] [ 0.44532001 0.48054714 0.50305214 0.46860882 0.65352678] [ 0.58078226 0.34012317 0.66509722 0.66972232 0.49002492] [ 0.61941149 0.51950169 0.53721418 0.705206 0.32257708] [ 0.53874764 0.43358159 0.58812857 0.29601049 0.4746935 ] [ 0.47737106 0.37013122 0.49252575 0.754802 0.47229933] [ 0.26798625 0.63968001 0.54302769 0.62288832 0.66783317] [ 0.65500143 0.36625168 0.48208948 0.32453109 0.35504568] [ 0.48229572 0.58560018 0.46155535 0.6592893 0.480925 ] [ 0.78331287 0.35964906 0.57711418 0.20019187 0.4534195 ] [ 0.62699152 0.4954476 0.50128447 0.23302112 0.47748306] [ 0.21648489 0.56204711 0.43950458 0.87212334 0.55948656] [ 0.42680516 0.49665941 0.6087799 0.66383382 0.45502739] [ 0.13480395 0.63659353 0.43397658 0.86357226 0.63173676] [ 0.54985978 0.56858225 0.42249246 0.46841915 0.34675785] [ 0.45616817 0.56341273 0.44593409 0.67440851 0.50942794] [ 0.23478304 0.63927552 0.35944463 0.77546133 0.46540151] [ 0.25935446 0.70285654 0.47536584 0.81009236 0.56556198] [ 0.25310986 0.55481074 0.43475431 0.84112982 0.47491602] [ 0.37984598 0.51622213 0.4475671 0.8257085 0.51173902] [ 0.67792237 0.35924699 0.4153596 0.48633869 0.46005112] [ 0.67235328 0.45594908 0.58671539 0.38793852 0.32724084] [ 0.38632817 0.61125938 0.349852 0.71653531 0.51492031] [ 0.63031861 0.55219755 0.42063734 0.52588128 0.38500794] [ 0.72996653 0.47487724 0.42836114 0.44933436 0.44609882] [ 0.69247036 0.43950143 0.42074932 0.4612522 0.55188125] [ 0.74135148 0.41697308 0.50121664 0.68517141 0.39476407] [ 0.17951253 0.71898923 0.42190423 0.78424432 0.54154523] [ 0.74523746 0.50612216 0.57244431 0.49767956 0.41250394] [ 0.4485297 0.41153152 0.55829314 0.35683412 0.5232088 ] [ 0.42976293 0.62510522 0.29186856 0.63401576 0.53074967] [ 0.66361247 0.42535443 0.39680187 0.54871429 0.4106007 ] [ 0.58217193 0.45885113 0.55603447 0.45145631 0.50485325] [ 0.35254596 0.53454894 0.60164961 0.67821101 0.42071383] [ 0.89359891 0.34893538 0.61252021 0.13528526 0.36526659] [ 0.33761294 0.5598111 0.29138246 0.82923257 0.57094929] [ 0.39392197 0.50502749 0.54030167 0.73121383 0.41783109] [ 0.35729319 0.53097574 0.55836338 0.70185946 0.50601618] [ 0.5860112 0.47107889 0.56165727 0.45971684 0.47804085] [ 0.39621227 0.52812947 0.51372615 0.59384168 0.39813186] [ 0.63198421 0.5486087 0.43738114 0.38303332 0.44361985] [ 0.47980648 0.46973897 0.47564979 0.75834514 0.46637618] [ 0.42715262 0.59038729 0.50994283 0.7185362 0.54157066] [ 0.32999348 0.5423789 0.5056315 0.71966168 0.43548862] [ 0.61810106 0.41904149 0.44512574 0.64094831 0.32601537] [ 0.49448007 0.51749016 0.46843799 0.79792938 0.50458275] [ 0.7748914 0.36255751 0.61539971 0.17883672 0.48596818] [ 0.29393206 0.66468351 0.41152117 0.52499898 0.55425007] [ 0.4920554 0.49095681 0.46564867 0.48316491 0.40235261] [ 0.62252621 0.32711707 0.42069368 0.57900436 0.35137701] [ 0.45970588 0.70014497 0.39848974 0.69229144 0.42016047] [ 0.31469611 0.56701645 0.48558975 0.59375807 0.4835365 ] [ 0.39153025 0.53923974 0.59314191 0.71290723 0.59712923] [ 0.49244663 0.5194283 0.39113034 0.46102173 0.47838873] [ 0.15223643 0.63013501 0.36852326 0.83122607 0.67003912] [ 0.64214889 0.443347 0.52698513 0.53690756 0.37390428] [ 0.79737715 0.38923668 0.57235033 0.28005583 0.48654706] [ 0.46045865 0.57848446 0.45623327 0.46867889 0.41167133] [ 0.5764557 0.61241731 0.50543387 0.63434765 0.41070441] [ 0.39586978 0.61180478 0.44807953 0.7170165 0.45827577] [ 0.65058606 0.40247701 0.44960418 0.53446806 0.30146429] [ 0.44763455 0.67474317 0.38856972 0.76454659 0.4710414 ] [ 0.54228087 0.59065776 0.41230872 0.38460487 0.44043013] [ 0.41976883 0.54179938 0.52646456 0.63965217 0.48539457] [ 0.48355555 0.58371408 0.46201831 0.51758648 0.53657112] [ 0.4372456 0.56496018 0.34931654 0.71990706 0.50409009] [ 0.75533302 0.36121869 0.39887828 0.21370869 0.44996734] [ 0.37601344 0.49748871 0.47497348 0.81164538 0.5186322 ] [ 0.1652446 0.67231424 0.33600159 0.82464687 0.47681762] [ 0.33433647 0.65582934 0.32715561 0.59464954 0.45215524] [ 0.71796832 0.49184887 0.66575465 0.37546714 0.44905554] [ 0.67259886 0.38914007 0.58513728 0.33041432 0.37155655] [ 0.64264532 0.42751726 0.54598027 0.23490019 0.35106576] [ 0.58517511 0.36543119 0.64075195 0.29961413 0.52427133] [ 0.55307959 0.51177649 0.42522327 0.43862221 0.54717098] [ 0.84084535 0.42024637 0.50031686 0.24431561 0.35368291] [ 0.85981826 0.39115788 0.52041767 0.27059057 0.35452153] [ 0.25488536 0.49520178 0.45208883 0.72207892 0.47602771] [ 0.37798312 0.65222593 0.37449789 0.70525791 0.41181085] [ 0.51871733 0.52349248 0.45853857 0.59029947 0.37157295] [ 0.68147193 0.59048387 0.40721665 0.42024314 0.33109134] [ 0.47815377 0.56605296 0.53234886 0.50459407 0.49924309] [ 0.51369693 0.5255112 0.57675615 0.33764739 0.54476706] Progress: 47.1% ... Training loss: 0.485 ... Validation loss: 0.790[ 0.67855289 0.45256469 0.49777834 0.30031036 0.44691919] [ 0.60660184 0.567428 0.42709582 0.56374723 0.48321836] [ 0.65318218 0.46370083 0.47444139 0.42093809 0.55906186] [ 0.69088446 0.52762556 0.37950914 0.48140249 0.33892055] [ 0.6794186 0.53280762 0.54033521 0.42020045 0.36586943] [ 0.77793378 0.37373331 0.48849989 0.33523254 0.38182594] [ 0.59863447 0.44337223 0.45469293 0.33878869 0.46945975] [ 0.60311826 0.53556254 0.56984106 0.50549225 0.44167891] [ 0.53335233 0.51285087 0.52579421 0.83663252 0.52791998] [ 0.5525596 0.4876277 0.44559973 0.53973338 0.38737331] [ 0.14615894 0.6856281 0.39918742 0.91986526 0.64525888] [ 0.21644504 0.69351056 0.36883552 0.7733794 0.57057604] [ 0.75214547 0.49982939 0.49319258 0.32495199 0.34939086] [ 0.11573135 0.74741432 0.31873002 0.76603189 0.5231728 ] [ 0.31765858 0.71646078 0.29277347 0.83090377 0.49369231] [ 0.32309379 0.62624391 0.4986573 0.5544911 0.41376785] [ 0.80872842 0.50301842 0.49735389 0.49123334 0.36867417] [ 0.62817778 0.51969935 0.31202651 0.56761725 0.49907253] [ 0.56010208 0.50320302 0.36365758 0.58380469 0.40687592] [ 0.15615861 0.6098872 0.46150327 0.87903037 0.58247058] [ 0.48176665 0.56436343 0.52440165 0.50624113 0.62206096] [ 0.58442247 0.54373317 0.38801486 0.60300217 0.60738382] [ 0.31423037 0.56759321 0.48533425 0.59408519 0.48378273] [ 0.57619719 0.44234376 0.57206029 0.65145606 0.31315707] [ 0.64433069 0.48266217 0.53044052 0.46334315 0.52100533] [ 0.54949398 0.60648275 0.32711862 0.52454578 0.49150674] [ 0.49616224 0.56419729 0.48638343 0.50553633 0.62019735] [ 0.81331771 0.54208404 0.43716365 0.33085199 0.31288473] [ 0.41632852 0.47596676 0.43665493 0.52470864 0.42612512] [ 0.29392299 0.69792737 0.525071 0.6544301 0.68687851] [ 0.83437724 0.46871036 0.49755304 0.26432249 0.31922725] [ 0.45964966 0.56845697 0.51932986 0.64741047 0.39417867] [ 0.59713646 0.60959568 0.33978085 0.53472037 0.34962928] [ 0.55366137 0.64084391 0.32842632 0.62578993 0.46507325] [ 0.61583739 0.42158656 0.52649499 0.49492264 0.44223443] [ 0.77736547 0.50489935 0.55154896 0.38525786 0.50237544] [ 0.67063426 0.37674331 0.54824506 0.40289208 0.466286 ] [ 0.33902076 0.58869487 0.46932561 0.73233433 0.51113657] [ 0.79960026 0.46536741 0.52315504 0.33800889 0.3190219 ] [ 0.79106665 0.34600585 0.58482601 0.21783901 0.4214015 ] [ 0.76646443 0.47603626 0.40407144 0.23547577 0.27216654] [ 0.18369204 0.72592754 0.54629238 0.80209482 0.61604095] [ 0.47277667 0.56391512 0.49405931 0.42621257 0.54559767] [ 0.66739799 0.40392736 0.68435992 0.62118497 0.43279557] [ 0.69616535 0.38530505 0.53762931 0.19911446 0.47665413] [ 0.36861928 0.48366693 0.5048401 0.73280863 0.50592238] [ 0.6179788 0.51340239 0.43048109 0.41578629 0.46153716] [ 0.62761423 0.61549882 0.53196032 0.48461289 0.43366086] [ 0.78871753 0.42546697 0.52625639 0.33854998 0.45582366] [ 0.43083673 0.44580152 0.46539352 0.54545023 0.4245675 ] [ 0.58312248 0.63909633 0.31903683 0.40720697 0.34490925] [ 0.41634299 0.46400818 0.36662261 0.70767641 0.49270441] [ 0.67662636 0.41105967 0.61684142 0.54170103 0.3796102 ] [ 0.75369953 0.47042758 0.35433536 0.23541802 0.29881212] [ 0.8517266 0.36582082 0.61124519 0.1602763 0.40413825] [ 0.1454802 0.64048629 0.34811846 0.87171007 0.55951634] [ 0.62546127 0.57545672 0.4241676 0.26430153 0.46259317] [ 0.61832753 0.53038607 0.50650812 0.44735766 0.52668959] [ 0.44598004 0.58389186 0.37593461 0.78724097 0.62803079] [ 0.59842871 0.51680116 0.40748247 0.36793182 0.42557514] [ 0.49733812 0.47666559 0.52206858 0.66317542 0.4348441 ] [ 0.67661286 0.46883079 0.49676602 0.3852989 0.42102578] [ 0.80867625 0.53298413 0.6126485 0.33296621 0.42705784] [ 0.4188042 0.57941462 0.4061931 0.61206353 0.45489718] [ 0.23550309 0.76041651 0.34538388 0.81626534 0.59495064] [ 0.71511549 0.580341 0.36185906 0.71128639 0.46816334] [ 0.58980671 0.45156423 0.51424737 0.61227061 0.34583832] [ 0.64860204 0.52438684 0.42202688 0.43950353 0.33373998] [ 0.75651475 0.43869664 0.51752021 0.30762003 0.51524275] [ 0.51291066 0.49319107 0.54355954 0.37358005 0.43867055] [ 0.30257944 0.6646352 0.30803978 0.7590846 0.56277872] [ 0.50896091 0.48585675 0.48091982 0.50639878 0.50175735] [ 0.51449897 0.47760777 0.50843469 0.75330898 0.56536755] [ 0.86299037 0.42495976 0.36512302 0.36964312 0.38955845] [ 0.85088876 0.39659998 0.60109084 0.34495613 0.42705575] [ 0.1951164 0.71188359 0.36626154 0.77782806 0.51332128] [ 0.58062111 0.4400859 0.53392488 0.60711792 0.47047069] [ 0.56232301 0.66164225 0.46680256 0.60977834 0.40484963] [ 0.69168929 0.41715528 0.55392875 0.22882281 0.6182257 ] [ 0.67592315 0.5214972 0.60944847 0.59676359 0.40026557] [ 0.56455303 0.50592506 0.49453182 0.49150354 0.46004983] [ 0.64059571 0.46427433 0.42456928 0.44938393 0.438654 ] [ 0.21714629 0.62500158 0.45754299 0.71282279 0.45971999] [ 0.68399909 0.61792881 0.35670222 0.44823003 0.42779658] [ 0.24993123 0.53269949 0.42319705 0.84810402 0.47344519] [ 0.42238387 0.56980448 0.36830589 0.51662182 0.54529129] [ 0.59842871 0.51680116 0.40748247 0.36793182 0.42557514] [ 0.50704586 0.4657782 0.39689036 0.55263546 0.48018215] [ 0.48731453 0.47686117 0.42341647 0.72990966 0.39967245] [ 0.8002911 0.40282375 0.59070082 0.5341925 0.36339935] [ 0.53910903 0.60327951 0.35419184 0.62800559 0.3667265 ] [ 0.7578996 0.34434845 0.62112616 0.37416856 0.33507748] [ 0.31423037 0.56759321 0.48533425 0.59408519 0.48378273] [ 0.58133166 0.41476338 0.62567325 0.65714698 0.43174129] [ 0.29903529 0.74502404 0.38452003 0.82058045 0.40309303] [ 0.32204803 0.47141867 0.5483139 0.75269557 0.59537988] [ 0.14640769 0.61962689 0.43860661 0.90909744 0.50763903] [ 0.36866217 0.6053156 0.36499977 0.8526372 0.38470764] [ 0.10500061 0.72880012 0.38394334 0.79283347 0.47638452] [ 0.71605697 0.42767033 0.57466309 0.39070294 0.42441202] [ 0.50420468 0.45811636 0.53089318 0.62945659 0.4373764 ] [ 0.5730383 0.48398829 0.55822631 0.44778127 0.49239026] [ 0.64738598 0.55571674 0.46282376 0.4661858 0.51838265] [ 0.39904089 0.6328377 0.38957467 0.63969279 0.41045594] [ 0.59967496 0.4202219 0.50934183 0.50337682 0.46589779] [ 0.78158563 0.3548982 0.58171212 0.23957646 0.43393532] [ 0.40647257 0.48952727 0.50205806 0.79183025 0.44714447] [ 0.65611113 0.49432036 0.32352385 0.41980232 0.39578595] [ 0.447315 0.5057169 0.52941891 0.65322921 0.44769963] [ 0.47911628 0.67519602 0.33144468 0.59615024 0.51817992] [ 0.42959757 0.52039143 0.5637449 0.6271532 0.62566905] [ 0.45574232 0.44086062 0.40294371 0.58111737 0.65253069] [ 0.59706839 0.61065587 0.47241021 0.58705757 0.3907363 ] [ 0.43194168 0.58572998 0.57174957 0.55592453 0.50844533] [ 0.30484881 0.64504754 0.40311957 0.51495941 0.56409546] [ 0.26735249 0.70072275 0.42798833 0.69209046 0.47521418] [ 0.63092471 0.40170971 0.54549935 0.49127781 0.42469202] [ 0.2866813 0.54614599 0.5161463 0.8457733 0.6788019 ] [ 0.53818818 0.41020668 0.46877883 0.46999367 0.45557777] [ 0.65989647 0.50954064 0.60227225 0.29700446 0.41615154] [ 0.70801017 0.50881821 0.41574044 0.29105143 0.32478287] [ 0.84223118 0.3685433 0.6780479 0.21748694 0.41686427] [ 0.8877344 0.33004096 0.5485974 0.13316518 0.37463854] [ 0.78768555 0.48741577 0.46513481 0.39626697 0.44255463] [ 0.67152957 0.37409332 0.71359986 0.4128712 0.50007537] [ 0.80304433 0.39717794 0.55004845 0.2390372 0.44815191] [ 0.33839143 0.60026711 0.44487957 0.55489803 0.47166164] [ 0.25777749 0.65815615 0.36955448 0.79117975 0.49404879] Progress: 47.2% ... Training loss: 0.485 ... Validation loss: 0.790[ 0.85461713 0.47211908 0.46382032 0.43633677 0.35797087] [ 0.46797753 0.47771668 0.55657901 0.55592743 0.45424277] [ 0.48409677 0.58374849 0.45161083 0.54880945 0.42398576] [ 0.53268093 0.56428862 0.38171956 0.46739947 0.36890066] [ 0.35589968 0.58565709 0.4129147 0.78177379 0.60398902] [ 0.67076054 0.43001953 0.50801934 0.52309871 0.35628591] [ 0.64544403 0.66597273 0.43901595 0.54646199 0.36148364] [ 0.3976791 0.42789159 0.4317503 0.8314661 0.5031568 ] [ 0.41796816 0.50612234 0.42199134 0.66543038 0.57661025] [ 0.54654424 0.42053047 0.42264972 0.49800546 0.51515983] [ 0.70511087 0.34185781 0.65723426 0.4835988 0.469933 ] [ 0.77723723 0.61777896 0.54224169 0.47356465 0.41032782] [ 0.33995963 0.60428022 0.4196134 0.83954281 0.49783457] [ 0.64926795 0.43570728 0.58959114 0.47918554 0.42916269] [ 0.53638765 0.61356373 0.44926286 0.60794117 0.37471423] [ 0.50035779 0.68331822 0.43130644 0.71821388 0.51910219] [ 0.49085771 0.54447105 0.44969512 0.73715636 0.47667698] [ 0.2446053 0.57435414 0.38721154 0.84616121 0.56999629] [ 0.27267128 0.5686423 0.36956231 0.75566117 0.53529635] [ 0.6481342 0.49923461 0.47507081 0.26900721 0.47619335] [ 0.45984969 0.70038103 0.39833691 0.6922468 0.42035715] [ 0.42564531 0.58548567 0.42180402 0.52529173 0.56809332] [ 0.43460958 0.6544796 0.37733314 0.65583815 0.37933222] [ 0.5247739 0.45752135 0.53718687 0.45493748 0.63482827] [ 0.12191097 0.71005761 0.46028118 0.88493432 0.54679289] [ 0.41907027 0.55638003 0.38837987 0.39503211 0.46713585] [ 0.38943203 0.47665347 0.410193 0.71262383 0.39342855] [ 0.24758724 0.74558039 0.4108585 0.79155941 0.46007184] [ 0.76380683 0.43466167 0.45658018 0.37481669 0.5459539 ] [ 0.45229564 0.43766594 0.58718612 0.72593298 0.36760482] [ 0.27779715 0.48117184 0.42616622 0.83220252 0.55427982] [ 0.30931357 0.42853789 0.45361955 0.7605707 0.46441794] [ 0.78633618 0.43093282 0.54251253 0.24389129 0.42160615] [ 0.379154 0.66472393 0.41664775 0.60775401 0.42581759] [ 0.39995899 0.66289568 0.3395798 0.76987164 0.27011715] [ 0.15124269 0.63255714 0.44918352 0.90495765 0.62516711] [ 0.64192143 0.55288439 0.34973898 0.39268504 0.4117987 ] [ 0.51159026 0.41314552 0.44757513 0.5097785 0.3583233 ] [ 0.27371709 0.57239674 0.38423268 0.82961238 0.55661793] [ 0.38342514 0.60545151 0.50199464 0.63902789 0.61336456] [ 0.86638271 0.43069007 0.54268931 0.26269421 0.39191696] [ 0.19009178 0.60251593 0.40452649 0.77829678 0.53870505] [ 0.2753658 0.53528912 0.43140529 0.71403997 0.50266709] [ 0.50382835 0.43980063 0.55764599 0.28340863 0.50469258] [ 0.34254664 0.67947582 0.40842825 0.69754663 0.42153704] [ 0.5225585 0.49724055 0.57968465 0.72855002 0.53910373] [ 0.23877791 0.64890621 0.41097471 0.84688289 0.56925405] [ 0.50691998 0.50140927 0.43020926 0.6075801 0.60570084] [ 0.58406831 0.5697929 0.61055883 0.58312961 0.4974465 ] [ 0.51111947 0.42876773 0.49178954 0.44617194 0.34214503] [ 0.68206001 0.45278931 0.51885358 0.3854487 0.58237836] [ 0.71797133 0.46144615 0.43110157 0.26686918 0.42542147] [ 0.80426654 0.31103798 0.52375547 0.20693723 0.45414175] [ 0.85733426 0.45717384 0.4970685 0.2990618 0.39849265] [ 0.35101256 0.52425429 0.50147969 0.45896484 0.53871838] [ 0.6409439 0.46310246 0.41233888 0.30200216 0.33507718] [ 0.33515539 0.71439354 0.2963942 0.741283 0.36531086] [ 0.54968897 0.50246801 0.29397373 0.48693378 0.49267749] [ 0.5106463 0.66225638 0.39771177 0.46894777 0.50922708] [ 0.64812384 0.51778941 0.50841431 0.42884978 0.48217399] [ 0.59686864 0.5334166 0.38914065 0.41636818 0.35109915] [ 0.33765998 0.55721604 0.33432986 0.82268837 0.38892322] [ 0.64827683 0.51879625 0.40642705 0.34761642 0.48294141] [ 0.3902643 0.61103781 0.48122152 0.79141401 0.59459959] [ 0.72587353 0.43224287 0.59337506 0.33014564 0.43244474] [ 0.34687042 0.59901101 0.44364015 0.57755143 0.43815211] [ 0.62176885 0.41690579 0.54404303 0.50484543 0.50571688] [ 0.72365539 0.47449987 0.55017405 0.15809974 0.42083826] [ 0.38029937 0.57579337 0.50781583 0.73907312 0.47689927] [ 0.5023249 0.65381689 0.49719807 0.56599247 0.40721483] [ 0.8456646 0.68787646 0.48727469 0.42404806 0.37022433] [ 0.2751405 0.70283825 0.43433327 0.72519942 0.4006337 ] [ 0.57458803 0.47177429 0.46630301 0.68579993 0.44508918] [ 0.41070751 0.55686759 0.42510757 0.73768585 0.63934432] [ 0.54791839 0.56026581 0.52342824 0.44577212 0.38346045] [ 0.65206061 0.45629948 0.38849182 0.40142104 0.41176998] [ 0.82915589 0.40306775 0.39088332 0.28260983 0.45491879] [ 0.81765114 0.39767921 0.41496895 0.42795949 0.43972704] [ 0.45197835 0.43420494 0.50621542 0.57068918 0.57970993] [ 0.53084821 0.32139575 0.68026765 0.62055407 0.49172608] [ 0.47926625 0.46857077 0.46410484 0.51356939 0.49758769] [ 0.42144042 0.60110641 0.59515516 0.54634976 0.52038549] [ 0.42307748 0.42042108 0.49321519 0.67714679 0.42602663] [ 0.44730229 0.676171 0.43621101 0.67841392 0.47836979] [ 0.56622333 0.41367326 0.46714481 0.69755704 0.35816684] [ 0.39348213 0.56541032 0.47135236 0.71235904 0.57558193] [ 0.29087793 0.56704932 0.42027444 0.73399487 0.67424556] [ 0.60299351 0.35464263 0.54788203 0.30604881 0.61289976] [ 0.54966763 0.34689251 0.56411988 0.36981794 0.49449051] [ 0.59770564 0.43760607 0.50484242 0.56557269 0.62701944] [ 0.54041883 0.54042049 0.33556525 0.40796358 0.35358736] [ 0.69641262 0.42355167 0.56820102 0.2658108 0.32508015] [ 0.70146042 0.38207844 0.48497499 0.2255955 0.38293873] [ 0.60746176 0.49359044 0.4128782 0.34436878 0.40838102] [ 0.46329141 0.52659895 0.56470824 0.41392907 0.60366334] [ 0.37064979 0.53017945 0.49199006 0.51734228 0.48892728] [ 0.65738089 0.5284905 0.44370881 0.54426097 0.41781977] [ 0.60011604 0.51209688 0.46485475 0.49734032 0.57054106] [ 0.78872293 0.48373009 0.46193769 0.29396289 0.51216431] [ 0.82401591 0.49403447 0.47945023 0.289309 0.38478588] [ 0.69756905 0.41220059 0.4456787 0.2362418 0.39269647] [ 0.25423059 0.53530679 0.38772994 0.80447986 0.52065329] [ 0.61383003 0.48240526 0.32246933 0.47949094 0.38672875] [ 0.33925358 0.39566846 0.5741731 0.70479128 0.59997349] [ 0.66837321 0.64843074 0.58434218 0.42016162 0.49265994] [ 0.16390207 0.58770428 0.4613668 0.88916575 0.54920238] [ 0.23691019 0.70730235 0.42572585 0.86699865 0.5290328 ] [ 0.41533517 0.53429279 0.41991251 0.78925061 0.39537704] [ 0.24757486 0.6846175 0.35391208 0.90890892 0.51706859] [ 0.83329494 0.42599544 0.47169918 0.39839673 0.32893281] [ 0.41869628 0.53220517 0.50529875 0.55909642 0.67765356] [ 0.53843664 0.62613773 0.44019542 0.51518342 0.480084 ] [ 0.25224416 0.65760562 0.58073617 0.74057583 0.67442042] [ 0.52593486 0.55380159 0.47787509 0.52858131 0.48935066] [ 0.48555313 0.39441694 0.47656627 0.503016 0.48198527] [ 0.50923327 0.50652096 0.46095583 0.48437659 0.56742187] [ 0.80498796 0.37564564 0.58265576 0.34189819 0.40711369] [ 0.72789694 0.53485209 0.31778849 0.51342722 0.37836424] [ 0.76180572 0.48170901 0.52046595 0.21941265 0.32450966] [ 0.76035188 0.48288646 0.51664467 0.24942252 0.34130191] [ 0.79652546 0.4048001 0.61476608 0.26179247 0.49528094] [ 0.27705134 0.49072538 0.55580003 0.75644906 0.63636802] [ 0.5214029 0.59461972 0.55219071 0.55301465 0.47257747] [ 0.58925374 0.55765644 0.52305296 0.47583617 0.47354393] [ 0.50262832 0.5176783 0.59904001 0.67810577 0.41518426] [ 0.37371076 0.50050943 0.43288998 0.54776639 0.49107096] [ 0.23396209 0.52482536 0.30725459 0.8401886 0.57818613] [ 0.60714737 0.60931752 0.42644486 0.48314819 0.45219123] Progress: 47.2% ... Training loss: 0.485 ... Validation loss: 0.791[ 0.70994442 0.34444958 0.56385637 0.23181545 0.37284593] [ 0.54153578 0.4731498 0.55722611 0.45076822 0.54213653] [ 0.63669354 0.39948164 0.45143978 0.50543681 0.55640099] [ 0.84562563 0.3775195 0.63726527 0.24138786 0.41691587] [ 0.32781213 0.54390441 0.55498613 0.65720052 0.38291648] [ 0.51276925 0.57421531 0.35288065 0.43087413 0.50527153] [ 0.82446278 0.40381473 0.61949649 0.28334078 0.37378404] [ 0.62206139 0.53419873 0.40231868 0.44052397 0.45898689] [ 0.48294403 0.43115166 0.49027387 0.67554146 0.391905 ] [ 0.37141821 0.67250656 0.47348839 0.69459598 0.46952015] [ 0.60565675 0.59559042 0.39598991 0.61453708 0.41585454] [ 0.60892822 0.54648305 0.51572063 0.47992951 0.40785087] [ 0.76435981 0.41837229 0.52332638 0.57587527 0.34227172] [ 0.25648428 0.64400917 0.50295 0.79680483 0.58101336] [ 0.28489471 0.55482713 0.3767234 0.77734562 0.5455257 ] [ 0.52120137 0.6812207 0.25493646 0.77590524 0.46222121] [ 0.63835729 0.58477373 0.24177316 0.50229321 0.3385857 ] [ 0.39820076 0.52617456 0.60111943 0.74631324 0.43616066] [ 0.4782891 0.4654985 0.39649205 0.57288062 0.32072919] [ 0.81550866 0.36654016 0.60970499 0.20336822 0.43317016] [ 0.32157249 0.70243231 0.40673196 0.75455839 0.48794629] [ 0.55856877 0.52394951 0.40667097 0.42439284 0.48096301] [ 0.73238837 0.32571614 0.64085699 0.44051572 0.34038664] [ 0.56065484 0.5565136 0.39406609 0.48520039 0.29248268] [ 0.47837362 0.53113733 0.47591158 0.70479514 0.41827861] [ 0.85543525 0.41330713 0.54254328 0.25119093 0.41216129] [ 0.69201535 0.32513381 0.62473791 0.53276511 0.44646001] [ 0.69985341 0.38873331 0.4523274 0.34006523 0.35230605] [ 0.63930026 0.40064569 0.63600396 0.27933664 0.49706574] [ 0.63897539 0.49042131 0.45196822 0.62589478 0.26629005] [ 0.41815998 0.57147014 0.41320504 0.51433793 0.44420973] [ 0.31883988 0.58354884 0.39256423 0.78815724 0.57359612] [ 0.57751502 0.32845827 0.54224744 0.52252632 0.45591564] [ 0.71267506 0.44041495 0.49805078 0.285454 0.46243548] [ 0.42997821 0.51503738 0.35372525 0.52841391 0.42216854] [ 0.75335141 0.51512464 0.51209903 0.30021806 0.40705985] [ 0.74620079 0.44341175 0.52891438 0.51832613 0.39334539] [ 0.57264623 0.36195757 0.51404436 0.64868572 0.34678259] [ 0.22367517 0.74341983 0.35609264 0.72112432 0.53587341] [ 0.54650456 0.51078044 0.4252699 0.53985862 0.49816691] [ 0.48611054 0.65561154 0.43853037 0.58537891 0.55644975] [ 0.57604503 0.54766938 0.42002889 0.63014286 0.49455241] [ 0.57424602 0.48351591 0.55839501 0.44713938 0.4922405 ] [ 0.63607084 0.61145137 0.53856051 0.44030097 0.56008949] [ 0.42503223 0.57268739 0.55838941 0.7539796 0.39837253] [ 0.75319594 0.49084728 0.59779394 0.34167366 0.4532669 ] [ 0.57847354 0.45627153 0.45958396 0.65141678 0.50963538] [ 0.57158898 0.48589524 0.4301848 0.53667201 0.44109791] [ 0.39508738 0.50527186 0.54012264 0.73072548 0.41805233] [ 0.61331634 0.56841331 0.45332485 0.4394144 0.36709752] [ 0.51601084 0.59590155 0.47535824 0.59449267 0.46270104] [ 0.44544197 0.64512388 0.42276789 0.65067164 0.45141463] [ 0.67955322 0.50204278 0.5204806 0.45073233 0.41577506] [ 0.75353285 0.37820892 0.61241848 0.55756641 0.39390459] [ 0.67541416 0.44786516 0.57740399 0.61787835 0.44388341] [ 0.67194433 0.46182245 0.42693539 0.56315996 0.34261807] [ 0.70064832 0.45578372 0.51050519 0.4788447 0.38775809] [ 0.74450979 0.53247132 0.51856953 0.38901201 0.41129602] [ 0.46233768 0.53147672 0.48504023 0.42829057 0.3961674 ] [ 0.2521262 0.68106427 0.46701814 0.73346915 0.36506068] [ 0.43660528 0.5105208 0.52879207 0.82644772 0.44239404] [ 0.7067889 0.53799229 0.4430917 0.53166358 0.473153 ] [ 0.42777335 0.59059139 0.50979903 0.71831729 0.54174284] [ 0.59065626 0.60805386 0.54575252 0.47292628 0.50640464] [ 0.65507869 0.56510958 0.46377025 0.28937589 0.32525049] [ 0.53115054 0.57362364 0.60857636 0.55880932 0.5926982 ] [ 0.45032782 0.62610785 0.31555164 0.66953167 0.43366834] [ 0.37781618 0.65805603 0.38301701 0.62480541 0.36897756] [ 0.75760902 0.52941652 0.34348272 0.54166952 0.42082121] [ 0.72254162 0.33665009 0.47842811 0.26346425 0.46242658] [ 0.45484258 0.54207527 0.31562028 0.7977469 0.37254129] [ 0.54309014 0.6808301 0.49199059 0.56531173 0.55326302] [ 0.68300924 0.55630125 0.38982234 0.49905153 0.49946785] [ 0.75053122 0.47453855 0.53543902 0.18614828 0.38352522] [ 0.71730161 0.5817942 0.35428919 0.50704916 0.33893562] [ 0.60140736 0.54154618 0.4130693 0.4680831 0.4231953 ] [ 0.69899799 0.5035155 0.60515424 0.54736535 0.40526606] [ 0.63224102 0.4936444 0.45671139 0.28470555 0.30361287] [ 0.46938702 0.53333825 0.48853061 0.8339049 0.55066612] [ 0.32114637 0.68076623 0.45023102 0.73172037 0.35504236] [ 0.87468975 0.46864364 0.56035543 0.33728446 0.37686929] [ 0.70819734 0.52627786 0.53326218 0.50691849 0.44354628] [ 0.84114643 0.41969559 0.50056912 0.24399612 0.35343508] [ 0.59281826 0.44210924 0.57522814 0.2972197 0.61664596] [ 0.75043325 0.66144124 0.46655135 0.56194568 0.48528704] [ 0.25365879 0.53592428 0.3874756 0.80467903 0.52090245] [ 0.60799229 0.42275664 0.52122333 0.30168222 0.61718637] [ 0.30642855 0.672666 0.43230856 0.7495926 0.48259805] [ 0.18597406 0.63354356 0.39316022 0.88399923 0.45111215] [ 0.46421538 0.51685448 0.4258589 0.62683074 0.63185246] [ 0.61040798 0.50686584 0.32043053 0.42656676 0.41315431] [ 0.20808334 0.64852437 0.41480034 0.66085883 0.5675172 ] [ 0.64212736 0.41259961 0.4865134 0.59671991 0.32585542] [ 0.71602845 0.5731228 0.39871777 0.38967829 0.3607936 ] [ 0.53049479 0.61359338 0.42649669 0.49346166 0.38541461] [ 0.81887143 0.41183553 0.5125685 0.21773721 0.34162733] [ 0.75079582 0.53413776 0.37671669 0.34709278 0.35504403] [ 0.27700605 0.6586199 0.26164571 0.85572071 0.52948778] [ 0.77020879 0.4351365 0.59709126 0.14506121 0.48438836] [ 0.44999006 0.50629833 0.42596495 0.5867007 0.52652812] [ 0.30962946 0.62539531 0.39383525 0.56571487 0.44479165] [ 0.53301097 0.49149871 0.34847103 0.40107939 0.28499661] [ 0.69958592 0.59370734 0.6000077 0.58059892 0.42607788] [ 0.62962475 0.56947015 0.42320754 0.66276485 0.51346032] [ 0.55861636 0.44368866 0.46403624 0.38434456 0.45663717] [ 0.58354688 0.56429439 0.70002327 0.59033594 0.46097425] [ 0.44303158 0.58580858 0.52157457 0.80583472 0.45813628] [ 0.13784256 0.64629234 0.41718594 0.72673145 0.52734245] [ 0.5665618 0.543684 0.42955587 0.48546205 0.32031469] [ 0.29948936 0.5218061 0.53835659 0.72571703 0.64461443] [ 0.48611054 0.65561154 0.43853037 0.58537891 0.55644975] [ 0.24028379 0.5147757 0.39280679 0.8611115 0.46970233] [ 0.37702971 0.58320364 0.48550751 0.74039509 0.45552747] [ 0.4345666 0.49683028 0.52457147 0.61876673 0.49345631] [ 0.6113995 0.46650746 0.43501063 0.57685535 0.51382457] [ 0.77695632 0.61451812 0.38895419 0.47437441 0.38061151] [ 0.34557151 0.60368912 0.52942391 0.80487784 0.49027057] [ 0.59418057 0.45358421 0.39798653 0.25681989 0.3685984 ] [ 0.67342866 0.59460957 0.4250708 0.48519696 0.45035874] [ 0.65569991 0.412413 0.54870622 0.36483896 0.49854089] [ 0.75638705 0.35317299 0.57754848 0.24110336 0.46522465] [ 0.32724985 0.40312432 0.52161811 0.87088909 0.61369272] [ 0.43168599 0.48750532 0.38368315 0.51077965 0.38349039] [ 0.6877845 0.53041464 0.57665029 0.41490085 0.49761925] [ 0.33165873 0.59606051 0.50775936 0.69265923 0.49094576] [ 0.21396579 0.66477524 0.29087309 0.85596171 0.60897264] [ 0.23769061 0.64677847 0.35265321 0.82678053 0.38719683] [ 0.80384036 0.43813618 0.3969296 0.39259321 0.54064908] Progress: 47.3% ... Training loss: 0.485 ... Validation loss: 0.788[ 0.74660165 0.49488997 0.50040404 0.26678166 0.36955803] [ 0.63452809 0.25955601 0.59836325 0.43539134 0.47750189] [ 0.59292558 0.4347474 0.48707315 0.37778437 0.39810937] [ 0.52624979 0.54672922 0.30760747 0.50330085 0.34644416] [ 0.34016691 0.62287649 0.32419399 0.60415132 0.35262179] [ 0.59015496 0.52918321 0.38432953 0.27516679 0.40382747] [ 0.53340598 0.45675232 0.38410301 0.41135602 0.49081827] [ 0.83989782 0.44505453 0.58651583 0.22560364 0.39606378] [ 0.63027198 0.43166173 0.52747661 0.40299222 0.43235219] [ 0.68950279 0.39954037 0.57357861 0.27178068 0.41677415] [ 0.56284662 0.44974161 0.44254964 0.7043857 0.52104186] [ 0.46406335 0.59219327 0.48441794 0.7044697 0.57159433] [ 0.7054542 0.40258023 0.50500103 0.23934728 0.45725194] [ 0.73018467 0.46305176 0.41628743 0.39067888 0.47385422] [ 0.6404639 0.46334498 0.41225506 0.30225148 0.3351374 ] [ 0.46985367 0.5911521 0.38977145 0.51147684 0.40438459] [ 0.7203133 0.31158713 0.44197901 0.60813224 0.3931857 ] [ 0.60336425 0.52558062 0.48308146 0.56559221 0.59599523] [ 0.74913293 0.51987911 0.43531406 0.2198207 0.38589299] [ 0.5241221 0.62218413 0.48329435 0.56110206 0.51222964] [ 0.36663747 0.69176304 0.42264354 0.70699792 0.55047533] [ 0.2328568 0.60357221 0.52419809 0.75540035 0.52795418] [ 0.30652985 0.63352522 0.52795878 0.55185997 0.63365584] [ 0.88562282 0.29156594 0.46677013 0.1817243 0.40065949] [ 0.27870012 0.50388545 0.56018518 0.84212889 0.62544839] [ 0.79029057 0.35904782 0.57092167 0.3295265 0.43249892] [ 0.34943627 0.60081467 0.48389506 0.48385154 0.54981744] [ 0.71550587 0.41570652 0.49572905 0.38227669 0.37931854] [ 0.28951335 0.63839896 0.399431 0.6388077 0.52591076] [ 0.29928654 0.57002682 0.58795531 0.77271111 0.53309986] [ 0.52872437 0.46587971 0.49888457 0.25139673 0.4922348 ] [ 0.31932611 0.58618859 0.4421349 0.77774772 0.58309416] [ 0.82383935 0.39306965 0.4667953 0.14950483 0.24135919] [ 0.4772379 0.59601836 0.5263947 0.77848108 0.46138164] [ 0.25554913 0.60592569 0.3997581 0.87216162 0.40089817] [ 0.56146808 0.47474167 0.49045749 0.7288325 0.45177409] [ 0.73405822 0.49796815 0.44213689 0.47580761 0.34905401] [ 0.2604966 0.71575761 0.31763624 0.68720846 0.53238672] [ 0.67126518 0.41711634 0.59530885 0.20107997 0.53001546] [ 0.48224986 0.48208333 0.40693265 0.39998202 0.48210369] [ 0.77624726 0.38533854 0.61426174 0.31092353 0.46651593] [ 0.48208694 0.38321118 0.39282142 0.48008767 0.46291738] [ 0.55976984 0.48922911 0.41578938 0.62890776 0.43288869] [ 0.18440295 0.6332491 0.47543964 0.75947633 0.63982646] [ 0.34702004 0.54914184 0.49109376 0.53594695 0.31397588] [ 0.32117429 0.58881424 0.55517061 0.7428848 0.49399992] [ 0.47403247 0.60122052 0.32463211 0.57410566 0.44303111] [ 0.52446239 0.47944516 0.42458214 0.47322541 0.34411362] [ 0.52474463 0.55030837 0.46240513 0.55328039 0.50919561] [ 0.26822661 0.58265435 0.37683564 0.86326087 0.6494055 ] [ 0.50098398 0.59821745 0.43880958 0.61994072 0.55366681] [ 0.83357189 0.39151353 0.62793747 0.19654642 0.36527059] [ 0.39417102 0.72557256 0.35102429 0.675225 0.37375076] [ 0.72555008 0.48340066 0.35704586 0.34213585 0.33377259] [ 0.60235802 0.56402728 0.39595206 0.29101814 0.36916595] [ 0.35840785 0.55053672 0.46460563 0.80434564 0.52616865] [ 0.58169316 0.52240846 0.48082578 0.67418614 0.51814054] [ 0.82567637 0.30445464 0.55689612 0.17728805 0.39405236] [ 0.60336425 0.52558062 0.48308146 0.56559221 0.59599523] [ 0.68223465 0.4736392 0.47355396 0.46264657 0.38299568] [ 0.59643725 0.49269983 0.45384669 0.67538183 0.36366002] [ 0.68828062 0.489584 0.55048272 0.58673681 0.48089917] [ 0.61206489 0.52254714 0.67441612 0.47264697 0.51242917] [ 0.34015663 0.6707012 0.35228482 0.6441288 0.59680644] [ 0.31730137 0.69141541 0.33504365 0.66377963 0.52695683] [ 0.68259719 0.55778891 0.3152057 0.49634278 0.36378091] [ 0.5326261 0.59786676 0.32250871 0.50433564 0.39881944] [ 0.51093943 0.52127083 0.44721521 0.55273501 0.40180026] [ 0.53507937 0.52612723 0.54019087 0.73678588 0.41692428] [ 0.27381479 0.70381883 0.43382486 0.72573673 0.40111318] [ 0.69440575 0.43493684 0.57476555 0.48120918 0.47181488] [ 0.81590959 0.36620593 0.60983299 0.20322448 0.43302762] [ 0.3480719 0.53658588 0.59604877 0.67395383 0.58643136] [ 0.30367628 0.60054398 0.52710605 0.79125787 0.61023299] [ 0.48337002 0.6769934 0.49968962 0.5324 0.37712056] [ 0.72208901 0.45738431 0.67090389 0.4126088 0.4125859 ] [ 0.62341515 0.57861675 0.60199485 0.58060288 0.47717496] [ 0.60587171 0.53120586 0.51676653 0.43481979 0.35440633] [ 0.29337137 0.55605657 0.52055147 0.76095113 0.5482259 ] [ 0.57082774 0.43348314 0.42293986 0.46360804 0.47690878] [ 0.70201672 0.39709704 0.54466347 0.71713438 0.42960128] [ 0.15143113 0.65335135 0.41792397 0.8422153 0.53635108] [ 0.38342229 0.56572965 0.30885375 0.8434668 0.39985859] [ 0.60125711 0.42415075 0.53928342 0.61967885 0.51968466] [ 0.58771269 0.52311696 0.40885827 0.54635521 0.41921317] [ 0.19185694 0.57783481 0.46485178 0.78224797 0.47023041] [ 0.50443186 0.5200973 0.58009614 0.67781084 0.61947374] [ 0.76971258 0.32242477 0.60801887 0.25503851 0.42245036] [ 0.71189846 0.46251851 0.58522266 0.413107 0.41024649] [ 0.33518125 0.54007118 0.40560774 0.58037188 0.57696731] [ 0.34403557 0.58652369 0.50071812 0.75595604 0.52711852] [ 0.40691986 0.5031866 0.47369088 0.40420882 0.53682582] [ 0.63444691 0.36785887 0.52849797 0.3472361 0.51711494] [ 0.30614837 0.52365467 0.45577572 0.6705711 0.61100584] [ 0.4196322 0.51801504 0.54600536 0.44303367 0.53124796] [ 0.59711973 0.60611455 0.43568904 0.55302239 0.42945024] [ 0.68967014 0.51134701 0.528334 0.38447061 0.47818105] [ 0.74996739 0.38917944 0.58866233 0.43460187 0.4378016 ] [ 0.88399883 0.40872936 0.5133266 0.20969291 0.34263097] [ 0.62951586 0.46573334 0.61109783 0.59591026 0.51555937] [ 0.53505899 0.54235986 0.39363165 0.4011888 0.4266873 ] [ 0.67553655 0.43316127 0.40075074 0.36586763 0.36549895] [ 0.5486766 0.5164164 0.52127644 0.66566414 0.34791579] [ 0.33973961 0.4835247 0.54736501 0.48769876 0.57098693] [ 0.66256227 0.5812937 0.50968046 0.38512268 0.52633024] [ 0.59513977 0.53478511 0.42349279 0.47060125 0.46668625] [ 0.64695703 0.45249977 0.36805445 0.40699421 0.31365641] [ 0.40395546 0.5267516 0.53105741 0.75495118 0.48461011] [ 0.45428189 0.71352067 0.39205326 0.64362942 0.55039152] [ 0.52044983 0.69758724 0.38241857 0.58080082 0.46021439] [ 0.31746531 0.67928475 0.47172484 0.78571005 0.51980938] [ 0.19059302 0.52703056 0.48565072 0.84785942 0.59902972] [ 0.6347221 0.44567372 0.56345194 0.37315177 0.56195354] [ 0.72080848 0.44720691 0.46567095 0.62272594 0.37129918] [ 0.65736855 0.41633166 0.49279266 0.45732946 0.29704877] [ 0.27728688 0.68213386 0.4511574 0.67382954 0.47599372] [ 0.46681933 0.47751281 0.57523218 0.5259071 0.53414714] [ 0.48620262 0.39416167 0.47666872 0.50264279 0.48189741] [ 0.55629025 0.55456448 0.58959169 0.47040443 0.53660787] [ 0.81338326 0.37172662 0.50389155 0.15147452 0.3658785 ] [ 0.22439087 0.6958848 0.3487758 0.86604348 0.56701427] [ 0.70486372 0.61346005 0.36788011 0.48054396 0.38661563] [ 0.48512574 0.31067928 0.53074259 0.5857808 0.54963757] [ 0.53025796 0.40729794 0.47731593 0.37419713 0.5260773 ] [ 0.70040504 0.46402738 0.4799851 0.39060039 0.32045971] [ 0.68788087 0.48957768 0.50095821 0.34265501 0.37202496] [ 0.72883034 0.5719256 0.48187606 0.36209147 0.56113104] [ 0.6796891 0.59608282 0.516625 0.43213342 0.47860555] Progress: 47.4% ... Training loss: 0.485 ... Validation loss: 0.786[ 0.78585402 0.4854172 0.53571687 0.28797653 0.35771834] [ 0.66788848 0.40429953 0.6526136 0.42818787 0.45935357] [ 0.40162526 0.486246 0.57117506 0.51329545 0.65599715] [ 0.33171874 0.72145066 0.3686427 0.73734185 0.38650521] [ 0.6896658 0.45448796 0.30595642 0.32448822 0.3388138 ] [ 0.53580813 0.45418752 0.33824032 0.46583416 0.44357949] [ 0.72704165 0.45688016 0.59000583 0.52045976 0.39357936] [ 0.22964411 0.62752637 0.35085517 0.63461416 0.4813979 ] [ 0.67824129 0.30646003 0.5204961 0.30916119 0.48664951] [ 0.6285908 0.54291449 0.39643609 0.50450159 0.36527607] [ 0.69528689 0.49871179 0.43963938 0.460684 0.43827505] [ 0.33952727 0.53442681 0.50571064 0.76917422 0.51886291] [ 0.49051675 0.49185667 0.46527701 0.48393675 0.40267269] [ 0.79697402 0.43637105 0.53484742 0.24199598 0.27831236] [ 0.78549891 0.43128696 0.54241227 0.24441661 0.42167956] [ 0.77106575 0.38841113 0.508812 0.44852533 0.39755507] [ 0.68941836 0.52800842 0.53556291 0.22748678 0.48407664] [ 0.4397463 0.54512754 0.34424035 0.63083727 0.36905925] [ 0.64209578 0.45305809 0.53551176 0.4251812 0.54525922] [ 0.56269574 0.5058792 0.45524404 0.41600987 0.50797406] [ 0.71190317 0.39946477 0.42919229 0.34557433 0.43591326] [ 0.58055933 0.41217284 0.35920204 0.37899651 0.36526141] [ 0.70769016 0.40136003 0.57887626 0.58605809 0.44547143] [ 0.72544533 0.45157139 0.67626651 0.33235406 0.45695431] [ 0.82405866 0.37092605 0.53351596 0.17691703 0.40651385] [ 0.59291362 0.37781706 0.44488311 0.3513724 0.40374319] [ 0.30296421 0.7155082 0.42453076 0.64392987 0.50879533] [ 0.32001082 0.63769521 0.33639337 0.79159547 0.53723445] [ 0.67294249 0.39083513 0.55320571 0.2131054 0.47090953] [ 0.64108422 0.49008554 0.52352498 0.37390295 0.49374798] [ 0.13711085 0.58229086 0.40687206 0.87708058 0.54764615] [ 0.36808208 0.45240376 0.42071542 0.50446463 0.4224999 ] [ 0.68936504 0.46985438 0.41756624 0.27014009 0.21911239] [ 0.44316385 0.44889163 0.50930575 0.62442058 0.36248774] [ 0.28942762 0.56797987 0.41989807 0.73462983 0.67460745] [ 0.45930419 0.46898631 0.40497012 0.83244406 0.45075442] [ 0.33697092 0.52443306 0.4352589 0.79987571 0.462685 ] [ 0.41879863 0.62335157 0.38942836 0.62185998 0.4496612 ] [ 0.74845231 0.4781774 0.49817931 0.26856419 0.2882855 ] [ 0.32283929 0.4717398 0.54812037 0.7522336 0.59560346] [ 0.54119902 0.34362349 0.50233108 0.57315171 0.45657549] [ 0.5662476 0.61941075 0.42226183 0.46216213 0.33415441] [ 0.47187761 0.61017837 0.55067672 0.60220733 0.50688992] [ 0.64330908 0.53736665 0.48503573 0.60187955 0.44918483] [ 0.61569713 0.36274071 0.50681506 0.17760895 0.43432598] [ 0.74735733 0.41503243 0.35512472 0.36964335 0.4864955 ] [ 0.44977379 0.55052976 0.47623402 0.4700554 0.59670287] [ 0.55595398 0.49562923 0.43118298 0.27273556 0.2627933 ] [ 0.55129543 0.59684873 0.57875373 0.50859156 0.53220913] [ 0.48818225 0.56326713 0.32568316 0.62487404 0.57019088] [ 0.71307025 0.46360603 0.39751087 0.45327806 0.37032965] [ 0.76749902 0.41897626 0.58457319 0.21079304 0.51539017] [ 0.44416747 0.47117547 0.59126717 0.56204451 0.58166002] [ 0.65647723 0.49748992 0.55876405 0.40954843 0.61849632] [ 0.75675171 0.6443166 0.38763756 0.37815114 0.40410493] [ 0.30512128 0.63009004 0.44579865 0.79416956 0.58571989] [ 0.50780605 0.48009192 0.51417961 0.61872991 0.38225637] [ 0.51435404 0.44803017 0.45274353 0.61309916 0.29581604] [ 0.79251942 0.33350108 0.5754541 0.26768824 0.46444479] [ 0.53316879 0.68831296 0.38443945 0.49937149 0.33084344] [ 0.26235228 0.43928261 0.4576267 0.79871274 0.48580876] [ 0.50732615 0.5642183 0.42159894 0.40591085 0.39990066] [ 0.75793367 0.4416397 0.5243057 0.28346948 0.51101915] [ 0.63567659 0.5223004 0.38463416 0.33584124 0.36057367] [ 0.74119843 0.49202463 0.51066541 0.20102108 0.39920756] [ 0.715277 0.30691165 0.6376467 0.58101401 0.4240475 ] [ 0.75283974 0.3787876 0.61216991 0.55783771 0.39413425] [ 0.16283821 0.6240434 0.4448538 0.86532029 0.48869453] [ 0.55725585 0.57993031 0.41764393 0.47749415 0.5235622 ] [ 0.63296928 0.38320137 0.55097282 0.28952305 0.42185741] [ 0.46938809 0.70755749 0.43139019 0.74930951 0.54017697] [ 0.51448496 0.48679264 0.47028476 0.74490669 0.32759842] [ 0.77608329 0.4710992 0.56816732 0.4652703 0.41491418] [ 0.6666172 0.37149704 0.63120394 0.43712937 0.41497385] [ 0.77400885 0.42619732 0.51042175 0.26533339 0.44692609] [ 0.67316142 0.5669443 0.48427552 0.48215563 0.41736633] [ 0.70036298 0.55285957 0.51122925 0.42650399 0.39917895] [ 0.44336369 0.58538781 0.41771802 0.52636552 0.34834622] [ 0.32163514 0.64632053 0.42509761 0.68841705 0.49274243] [ 0.3441236 0.6046717 0.52898324 0.80527186 0.49071076] [ 0.23851958 0.64084797 0.46743439 0.63799831 0.57276425] [ 0.71608165 0.47191679 0.49489322 0.3182792 0.39324478] [ 0.55509779 0.48480716 0.59200886 0.45694703 0.55695843] [ 0.46117348 0.54156748 0.46098691 0.64942229 0.54295084] [ 0.74304662 0.53332867 0.51824393 0.39002739 0.41160187] [ 0.85993691 0.36658709 0.56800673 0.17481188 0.40587571] [ 0.32288305 0.55035347 0.5877383 0.7843526 0.66644211] [ 0.62465016 0.50963485 0.39047535 0.71392591 0.3257484 ] [ 0.52191941 0.48757191 0.44252674 0.56645509 0.544106 ] [ 0.54221441 0.58021424 0.45366502 0.56666662 0.43682139] [ 0.77152113 0.54672815 0.60176691 0.46725793 0.38923383] [ 0.422696 0.36614269 0.53366473 0.57459469 0.46655878] [ 0.60857276 0.54014324 0.55641328 0.43284112 0.3936428 ] [ 0.7145067 0.42525716 0.52940059 0.33572145 0.52043019] [ 0.71370775 0.44379202 0.42702946 0.43467388 0.50554073] [ 0.72622149 0.43933643 0.42407918 0.37429926 0.45260841] [ 0.3881586 0.4995353 0.48921434 0.55685058 0.48983025] [ 0.74939867 0.59747002 0.23318986 0.52620296 0.2340892 ] [ 0.68465592 0.3981229 0.50213159 0.71208121 0.45062798] [ 0.5250366 0.47726632 0.44631849 0.65666179 0.5927533 ] [ 0.79416315 0.3830797 0.51962922 0.23623765 0.44633811] [ 0.64774383 0.53828954 0.476572 0.46593131 0.39926041] [ 0.88961194 0.32806375 0.55544764 0.12941301 0.28930748] [ 0.21433506 0.54079145 0.41535477 0.89858596 0.51722283] [ 0.73503276 0.32860992 0.49634091 0.25220397 0.41457574] [ 0.41978054 0.56202002 0.44428644 0.54295341 0.52836092] [ 0.209195 0.58710095 0.42604099 0.74981732 0.40571816] [ 0.51066146 0.61908143 0.32065536 0.50906485 0.5019883 ] [ 0.62803917 0.42247391 0.57657108 0.45423614 0.46118376] [ 0.81667577 0.48194929 0.47017763 0.21218071 0.36753751] [ 0.65361412 0.59486238 0.44811162 0.40125728 0.426931 ] [ 0.77653476 0.45307842 0.53399028 0.36345554 0.40383889] [ 0.55184781 0.41931004 0.38926303 0.75207826 0.39986187] [ 0.47334846 0.628601 0.47316707 0.62677007 0.63420084] [ 0.58822195 0.60765016 0.51694272 0.45743258 0.39663089] [ 0.34603773 0.70822641 0.31602104 0.76260135 0.45941862] [ 0.58023765 0.54902472 0.43187514 0.58214669 0.50043914] [ 0.46160313 0.67456801 0.36517649 0.67816524 0.52717574] [ 0.79964541 0.40913944 0.58769912 0.27738692 0.46396408] [ 0.55506397 0.50830277 0.54657287 0.71003261 0.36530215] [ 0.72969842 0.44504706 0.56777398 0.69871756 0.37515746] [ 0.72621796 0.48549621 0.53259798 0.29023148 0.4805349 ] [ 0.26358367 0.57148107 0.37864513 0.89045446 0.49855991] [ 0.86077645 0.44592404 0.54403742 0.20388918 0.36859756] [ 0.65127026 0.67639058 0.44311325 0.62739815 0.4883024 ] [ 0.67241077 0.48091613 0.53418617 0.77768254 0.40370702] [ 0.56111055 0.46262468 0.59474792 0.33880389 0.49285117] [ 0.1725954 0.60345291 0.39437192 0.84256081 0.63345919] Progress: 47.4% ... Training loss: 0.484 ... Validation loss: 0.786[ 0.77749699 0.38727527 0.60116571 0.23685898 0.47168765] [ 0.70835365 0.44591757 0.31396211 0.22540679 0.27522175] [ 0.55443492 0.53264224 0.56204004 0.68459507 0.38650954] [ 0.66846282 0.40328207 0.66590196 0.70939508 0.32707712] [ 0.60371739 0.4976482 0.45987341 0.19515441 0.36697284] [ 0.47312861 0.65010202 0.48322816 0.59032639 0.50928756] [ 0.71414935 0.49400586 0.53697572 0.3690033 0.38346461] [ 0.46320213 0.54458814 0.41448972 0.3337371 0.3860649 ] [ 0.74524226 0.49569897 0.50007909 0.26764713 0.36984545] [ 0.65412308 0.40921879 0.41638923 0.6068998 0.32069366] [ 0.60386279 0.39833552 0.64951783 0.54693106 0.44845817] [ 0.46484462 0.51685844 0.4258521 0.6263682 0.63187862] [ 0.67946094 0.59620417 0.51657095 0.43221081 0.47865979] [ 0.64376176 0.53076268 0.32650106 0.58128093 0.41301065] [ 0.62239682 0.38472685 0.45881791 0.54374984 0.4512965 ] [ 0.4278639 0.52109741 0.53475055 0.46771402 0.58510558] [ 0.39079451 0.54615337 0.54640056 0.43593059 0.55634853] [ 0.4555491 0.61613948 0.2817767 0.6204733 0.44738134] [ 0.58090891 0.36397456 0.57251513 0.69710859 0.51266486] [ 0.68639677 0.56866463 0.52366895 0.32169776 0.54103092] [ 0.51908467 0.56631467 0.54167687 0.5257163 0.50517372] [ 0.67007888 0.55346945 0.6618639 0.50579382 0.45297722] [ 0.26910711 0.62625165 0.46993308 0.92886936 0.62704922] [ 0.66933283 0.45727341 0.5861989 0.38967242 0.32763748] [ 0.59696956 0.5104376 0.48800221 0.46749373 0.55857402] [ 0.39205339 0.56899536 0.45266254 0.73439909 0.36486151] [ 0.3350486 0.59721939 0.46917028 0.80940331 0.38755807] [ 0.55299849 0.69909573 0.37746964 0.56657444 0.38271759] [ 0.1704814 0.56812782 0.44318516 0.90090475 0.56357096] [ 0.53176238 0.43382971 0.43121096 0.75319269 0.38444428] [ 0.61319498 0.4135721 0.49610279 0.41899985 0.41742596] [ 0.74809609 0.50631061 0.60308649 0.39660256 0.37205928] [ 0.55750374 0.498076 0.40851783 0.45454781 0.47288444] [ 0.65662808 0.39361883 0.5235248 0.20865209 0.49419377] [ 0.49908282 0.463479 0.43805082 0.55466504 0.35438979] [ 0.73239437 0.4181569 0.59001818 0.38576908 0.42762172] [ 0.29899649 0.52976553 0.43015959 0.80065985 0.44019064] [ 0.47435153 0.44285264 0.47186216 0.317434 0.44223904] [ 0.52014887 0.56599496 0.39309919 0.43227275 0.38875274] [ 0.72341031 0.49531176 0.37864046 0.42653489 0.40577873] [ 0.65311437 0.4925144 0.49780477 0.63957971 0.27497569] [ 0.34264476 0.65394209 0.31340296 0.70726546 0.46148771] [ 0.11342421 0.64709103 0.55048658 0.82033137 0.66883142] [ 0.80362991 0.33322788 0.50670832 0.32502444 0.42755807] [ 0.74712671 0.33286633 0.5978465 0.34906489 0.44172606] [ 0.72827776 0.53998218 0.49548867 0.48802175 0.45585216] [ 0.17758228 0.52459066 0.57934486 0.89846968 0.70067797] [ 0.5870738 0.61830134 0.46058165 0.56260223 0.38371034] [ 0.66340169 0.5753596 0.47041907 0.47860833 0.37945444] [ 0.33889882 0.53551083 0.46433478 0.80224922 0.5192643 ] [ 0.59955013 0.49890615 0.51453756 0.4180399 0.42332545] [ 0.60221121 0.40397699 0.48127219 0.35937819 0.4056182 ] [ 0.59863826 0.39339543 0.49704526 0.27878408 0.46360427] [ 0.81650495 0.43158426 0.44927231 0.31997112 0.31968386] [ 0.52333215 0.52417716 0.39232307 0.43633001 0.55123105] [ 0.75528985 0.28877186 0.48126514 0.40130554 0.49689194] [ 0.52354404 0.40846769 0.61348284 0.41768193 0.49945795] [ 0.40389277 0.54575859 0.4624564 0.71933701 0.39248054] [ 0.49389722 0.41603846 0.41652462 0.58557242 0.51419288] [ 0.49576192 0.54070972 0.61283199 0.59610572 0.32485438] [ 0.82804946 0.47794134 0.57569891 0.31107368 0.40585654] [ 0.38943632 0.4742153 0.46157566 0.82580999 0.51087923] [ 0.61347755 0.43743759 0.61247297 0.57964343 0.38670502] [ 0.22744186 0.60166546 0.43419771 0.86185878 0.54349511] [ 0.4829031 0.59409168 0.3317988 0.58480032 0.39892332] [ 0.35472689 0.60251967 0.33431935 0.64646388 0.6092939 ] [ 0.38349023 0.50711963 0.50477211 0.64575988 0.5185989 ] [ 0.37060193 0.64770617 0.45011282 0.88587228 0.61486066] [ 0.77075627 0.41938792 0.42812448 0.15306766 0.26066306] [ 0.40188739 0.50178004 0.49653914 0.36341936 0.51047206] [ 0.62381739 0.47388126 0.39513389 0.52112829 0.38199349] [ 0.71858025 0.54303051 0.51486073 0.31482714 0.52799994] [ 0.20731569 0.6288169 0.5323369 0.86798119 0.59829048] [ 0.60108175 0.38647788 0.63877679 0.55385623 0.33064562] [ 0.73442319 0.53428036 0.34677594 0.32034097 0.34340627] [ 0.63229019 0.43408026 0.64873596 0.36876392 0.50725419] [ 0.35401517 0.49415131 0.58631037 0.50023464 0.58202285] [ 0.82404924 0.32093753 0.51526773 0.25134413 0.43903504] [ 0.16401668 0.51871228 0.34353918 0.88826428 0.54630354] [ 0.8407377 0.5078831 0.33565362 0.36803144 0.31561534] [ 0.32230712 0.53594816 0.44676972 0.63250819 0.54574003] [ 0.4881783 0.64813985 0.50363531 0.44544763 0.57432582] [ 0.4132566 0.47765534 0.55819281 0.74723216 0.55142731] [ 0.87973983 0.48401107 0.43984067 0.27118633 0.37071253] [ 0.72941162 0.45395572 0.4667456 0.30625507 0.44605999] [ 0.56718505 0.40419515 0.43900256 0.25527456 0.42287888] [ 0.6735232 0.4272958 0.42404089 0.42581268 0.36445141] [ 0.49273984 0.48741737 0.47798241 0.70110962 0.32393499] [ 0.4691398 0.52443402 0.40667729 0.39059436 0.52363421] [ 0.78974751 0.33565116 0.6374162 0.20731491 0.4438433 ] [ 0.77629342 0.47093018 0.56822552 0.46507138 0.41485697] [ 0.48799022 0.50546397 0.44398218 0.48939754 0.38215786] [ 0.20745857 0.51837434 0.54866126 0.80161172 0.64232319] [ 0.13521841 0.60006978 0.49213179 0.88364257 0.6469333 ] [ 0.6326035 0.68246454 0.33593702 0.67428722 0.38697631] [ 0.81121354 0.44727958 0.56944438 0.30612702 0.3030367 ] [ 0.49663971 0.54405752 0.45621844 0.64537729 0.55707451] [ 0.75578443 0.37560715 0.57184651 0.23672268 0.45037577] [ 0.79717944 0.37134531 0.5543221 0.60315753 0.37614877] [ 0.28191011 0.5252738 0.55205183 0.85738345 0.6520308 ] [ 0.55030063 0.61904039 0.52383635 0.5432291 0.34327686] [ 0.24207366 0.55321485 0.37160794 0.76950044 0.63106943] [ 0.59028865 0.44653246 0.54817495 0.33214511 0.494303 ] [ 0.39930871 0.48447462 0.36251802 0.544452 0.50754195] [ 0.89658133 0.26097393 0.57437547 0.09146607 0.38205808] [ 0.77888649 0.38577404 0.57821494 0.61931684 0.3051036 ] [ 0.67010522 0.45642283 0.60861045 0.19148962 0.47307869] [ 0.59528105 0.37167107 0.60693261 0.36011655 0.52228191] [ 0.45943316 0.633021 0.38637862 0.8115048 0.59263409] [ 0.21734525 0.6936147 0.36873519 0.77269222 0.57077352] [ 0.27385654 0.52045366 0.55097502 0.71955197 0.6625815 ] [ 0.57646144 0.50341051 0.57699276 0.59312986 0.48452237] [ 0.80311721 0.44822588 0.51963094 0.27845703 0.39454307] [ 0.6032934 0.53554072 0.56982018 0.50527138 0.4416602 ] [ 0.44429523 0.65140219 0.40423852 0.56728884 0.5101007 ] [ 0.57013541 0.41194466 0.35844262 0.43854059 0.35240131] [ 0.62559307 0.44369587 0.49667742 0.42519954 0.35160734] [ 0.29939127 0.60933836 0.44392266 0.78864682 0.3857658 ] [ 0.572728 0.50752301 0.38740972 0.7840293 0.37018754] [ 0.67613337 0.3600769 0.48296249 0.43518139 0.44873732] [ 0.27582295 0.69369413 0.32914845 0.84149644 0.546997 ] [ 0.44491053 0.54532069 0.45270846 0.31976892 0.43384467] [ 0.52458253 0.61717668 0.28552963 0.56787085 0.27511349] [ 0.45461689 0.54190967 0.45023602 0.65097229 0.65919026] [ 0.62766644 0.63493923 0.43292489 0.48494261 0.44612503] [ 0.59258789 0.5724549 0.55399996 0.48469588 0.43024144] [ 0.68974031 0.49910208 0.38597711 0.23938188 0.31615592] [ 0.8629255 0.45076122 0.45446451 0.23217195 0.38321269] Progress: 47.5% ... Training loss: 0.484 ... Validation loss: 0.787[ 0.28737194 0.67731405 0.39442552 0.52945917 0.6637655 ] [ 0.72093561 0.27982467 0.61835912 0.26460682 0.45599674] [ 0.70596589 0.55709513 0.49454261 0.45968685 0.42568006] [ 0.50879834 0.65555356 0.44254366 0.53338218 0.29226771] [ 0.4741384 0.57966362 0.43511667 0.51025687 0.43555507] [ 0.60852261 0.49678006 0.38646443 0.56008519 0.33922937] [ 0.72606861 0.35971346 0.43114211 0.2038239 0.35954977] [ 0.7319069 0.3398694 0.51665945 0.30136469 0.33301458] [ 0.64213555 0.51906448 0.37415378 0.46713894 0.49793831] [ 0.56398798 0.48798877 0.6242894 0.38241828 0.52927518] [ 0.35905243 0.70565223 0.48311795 0.76487432 0.51292814] [ 0.80172883 0.43696421 0.46534039 0.43788415 0.41667361] [ 0.31934797 0.58357139 0.39256073 0.7878435 0.57367387] [ 0.76755842 0.47695738 0.4748436 0.2934594 0.44226405] [ 0.24837309 0.63836086 0.48067397 0.87885389 0.67496315] [ 0.75594382 0.47807437 0.42398795 0.35013465 0.32003201] [ 0.46169563 0.5728571 0.46487868 0.82948591 0.58154462] [ 0.81520113 0.36270244 0.63506358 0.16789043 0.47665003] [ 0.44331097 0.4721335 0.47100416 0.49057811 0.57189332] [ 0.11531234 0.76862565 0.40217424 0.79775495 0.57983948] [ 0.83814449 0.42706341 0.5700024 0.35097922 0.36589295] [ 0.70852254 0.5479827 0.57557634 0.4589919 0.49633712] [ 0.46181259 0.65624136 0.41612167 0.63101448 0.34546677] [ 0.58842862 0.51466783 0.56424946 0.68075937 0.48197961] [ 0.41573748 0.49935936 0.55549583 0.78900012 0.47247748] [ 0.23937084 0.58954766 0.43077436 0.6982829 0.51114182] [ 0.5328996 0.58436476 0.43987967 0.42547224 0.48617502] [ 0.65324181 0.48923007 0.49065007 0.46111769 0.46212182] [ 0.59543358 0.58227114 0.46934773 0.58007087 0.35927229] [ 0.6345765 0.33618051 0.47294895 0.61013556 0.38004594] [ 0.23417621 0.66671486 0.38307234 0.62039448 0.49107355] [ 0.78358584 0.4271482 0.45264737 0.3066853 0.36020066] [ 0.29251415 0.59503404 0.39210129 0.54058899 0.53833652] [ 0.27040055 0.62549071 0.44410051 0.88041545 0.49544249] [ 0.48132118 0.45350738 0.5285104 0.28379158 0.58253835] [ 0.61034567 0.34882096 0.52681425 0.33929108 0.58914917] [ 0.60651909 0.59306152 0.54558637 0.6560434 0.30703578] [ 0.50242358 0.52473238 0.53324395 0.51200976 0.54482251] [ 0.33236705 0.65640004 0.42211105 0.75905151 0.44794512] [ 0.74743438 0.40465859 0.55997639 0.27963009 0.41330071] [ 0.78174161 0.48943465 0.53659989 0.37287101 0.32346922] [ 0.73405845 0.40716488 0.49116789 0.39906009 0.3520101 ] [ 0.68724169 0.50109131 0.54189511 0.34579604 0.42215684] [ 0.73882951 0.39207754 0.45386529 0.28031822 0.31000091] [ 0.55333958 0.53538379 0.40001945 0.40887548 0.49522262] [ 0.39624787 0.5811784 0.58280424 0.77727798 0.61921665] [ 0.35781323 0.48756089 0.50238779 0.68863136 0.48625713] [ 0.61389981 0.39821535 0.51917947 0.51195623 0.30158502] [ 0.79349129 0.52404261 0.31019119 0.41956514 0.28949645] [ 0.11550094 0.6652053 0.42177132 0.82309987 0.51733461] [ 0.68155036 0.29743347 0.5062957 0.23333068 0.39405573] [ 0.32547782 0.45145577 0.45925906 0.87200058 0.64139306] [ 0.42835148 0.59063619 0.50974741 0.71788163 0.5418184 ] [ 0.49562282 0.50494718 0.5709109 0.41893888 0.44629842] [ 0.38461337 0.55659781 0.48407382 0.65875538 0.52109318] [ 0.74285766 0.40171072 0.42909024 0.22157952 0.2853666 ] [ 0.70821306 0.34062741 0.58130058 0.56309333 0.41596829] [ 0.48028212 0.53715499 0.54351447 0.71769376 0.4998953 ] [ 0.63217113 0.58515674 0.36824872 0.53879214 0.35106182] [ 0.58592338 0.52881464 0.44196652 0.6922268 0.36137124] [ 0.45514123 0.49158648 0.51076437 0.66356815 0.59426205] [ 0.28168158 0.68529182 0.44669825 0.73605408 0.44170454] [ 0.66380337 0.29971667 0.5207453 0.27857598 0.47073639] [ 0.59592336 0.58828866 0.50409144 0.63150751 0.46510977] [ 0.71036325 0.59654178 0.48822843 0.61079916 0.46964995] [ 0.43100381 0.55292568 0.40143064 0.55811592 0.45489616] [ 0.63240148 0.35232413 0.53436808 0.37337101 0.38912497] [ 0.3342577 0.61655933 0.52284045 0.73172737 0.50949321] [ 0.47088953 0.70501976 0.41991677 0.69842631 0.47839828] [ 0.50007785 0.43184896 0.47295994 0.50885915 0.5458898 ] [ 0.58950557 0.4946604 0.57463256 0.43835517 0.51574206] [ 0.53293682 0.52490731 0.44728059 0.54661585 0.4830865 ] [ 0.31541326 0.68410906 0.39058857 0.70301034 0.45976829] [ 0.83637445 0.38015662 0.5543612 0.19326816 0.37538824] [ 0.46982187 0.3742724 0.68927018 0.50668157 0.52657112] [ 0.5994571 0.55735188 0.40540954 0.43498034 0.46626965] [ 0.66319725 0.45041663 0.59965925 0.53433534 0.45120099] [ 0.53159993 0.60822084 0.30976485 0.43789775 0.33531516] [ 0.56592521 0.41285956 0.4313014 0.38136918 0.4290512 ] [ 0.12700393 0.64241131 0.4637068 0.852248 0.48590114] [ 0.59628307 0.4365678 0.35795182 0.50390466 0.49873848] [ 0.79620603 0.35756444 0.4883493 0.24544857 0.3574493 ] [ 0.66007267 0.35774046 0.58474201 0.42393888 0.42586751] [ 0.43166397 0.59646899 0.44044969 0.60208891 0.43297473] [ 0.76004841 0.347825 0.53590736 0.30070811 0.42315516] [ 0.48715622 0.50105486 0.5412027 0.68017702 0.49762675] [ 0.65003993 0.4982162 0.53914167 0.69977205 0.44703665] [ 0.43500178 0.66265305 0.38664751 0.61834946 0.54324306] [ 0.53324232 0.53891827 0.4322838 0.3701459 0.34746316] [ 0.58485122 0.4319224 0.55058781 0.56097455 0.46877505] [ 0.79006533 0.49958047 0.43425477 0.20557355 0.38080729] [ 0.7410759 0.3830208 0.43911203 0.22265159 0.40019852] [ 0.28706618 0.47910703 0.65345556 0.64355954 0.5316951 ] [ 0.69913781 0.38675538 0.56157596 0.32301567 0.34709885] [ 0.30466899 0.63379176 0.49460608 0.74951839 0.66064085] [ 0.4804882 0.48774261 0.48917817 0.51526117 0.61913329] [ 0.62466004 0.55735752 0.41520278 0.26704373 0.37226889] [ 0.23824648 0.53996605 0.4882045 0.56008798 0.68974948] [ 0.38843703 0.56315758 0.56234156 0.47466613 0.48002536] [ 0.32877561 0.49153983 0.5187697 0.51764827 0.47481641] [ 0.56162887 0.65970258 0.34516924 0.60832764 0.44511094] [ 0.44215603 0.65560728 0.28468854 0.62527792 0.40290322] [ 0.7795585 0.40100953 0.54091781 0.32635905 0.37957661] [ 0.73712174 0.42553714 0.56198252 0.17615717 0.27319341] [ 0.63138379 0.34209978 0.53773831 0.44865599 0.34721196] [ 0.57653477 0.43962309 0.54602813 0.34191046 0.50660243] [ 0.19907328 0.57057242 0.42356028 0.76043466 0.56536663] [ 0.36425445 0.65236267 0.42073474 0.62708349 0.60111381] [ 0.40099734 0.60583478 0.59624968 0.55379374 0.54548206] [ 0.59189551 0.43535269 0.48682977 0.37803803 0.39831003] [ 0.59214391 0.45197073 0.55904214 0.57958304 0.33443635] [ 0.76419067 0.47722506 0.40365442 0.23659269 0.27244984] [ 0.46960116 0.4684335 0.50482384 0.44997831 0.46109105] [ 0.71163989 0.49008907 0.57798421 0.45030634 0.48282001] [ 0.66870764 0.55024079 0.54582078 0.47866816 0.53371896] [ 0.55568016 0.45506752 0.44863168 0.39035943 0.40958853] [ 0.86539029 0.32677715 0.60264984 0.14132349 0.32437396] [ 0.5322436 0.50946117 0.38445522 0.64464627 0.42730359] [ 0.68716727 0.36578084 0.66258819 0.31207897 0.3734686 ] [ 0.56493942 0.52570075 0.44575815 0.59834526 0.50683359] [ 0.43100381 0.55292568 0.40143064 0.55811592 0.45489616] [ 0.41608058 0.72090358 0.44105524 0.74138952 0.49323348] [ 0.22232801 0.69072195 0.45613491 0.64401914 0.51308994] [ 0.70830885 0.43820352 0.49557314 0.43415374 0.35126103] [ 0.76962537 0.38757962 0.53422654 0.23382194 0.33622107] [ 0.63058346 0.55258996 0.42044589 0.525219 0.38525845] [ 0.81927412 0.40852726 0.46782616 0.18285935 0.28572466] [ 0.72576838 0.47115805 0.43725507 0.46188075 0.36094676] Progress: 47.5% ... Training loss: 0.483 ... Validation loss: 0.788[ 0.36061771 0.65491242 0.44415492 0.59584574 0.37122236] [ 0.51503207 0.55032658 0.47817447 0.66118339 0.40963156] [ 0.87471804 0.36807446 0.44423799 0.13841538 0.40260572] [ 0.30626476 0.66992026 0.46550222 0.73601717 0.35781611] [ 0.60133813 0.57013755 0.33666555 0.40626821 0.41472385] [ 0.48484012 0.46369718 0.46997515 0.45288027 0.45165228] [ 0.38466785 0.53591005 0.39465803 0.62481013 0.38127362] [ 0.44663077 0.53680737 0.33786947 0.55534437 0.5184701 ] [ 0.32292459 0.57256687 0.48118882 0.79609437 0.6613141 ] [ 0.69757375 0.41231009 0.44565745 0.23611289 0.3926914 ] [ 0.78429341 0.57111436 0.56947749 0.4226855 0.40974118] [ 0.76329091 0.4538764 0.49028219 0.22648748 0.41260735] [ 0.29980331 0.59131736 0.54692484 0.64742736 0.57973077] [ 0.14534395 0.8101474 0.34976505 0.83079884 0.54303165] [ 0.52639422 0.29031469 0.5795105 0.66847008 0.53937033] [ 0.7460418 0.54429153 0.478918 0.42632901 0.33367626] [ 0.49132936 0.4926865 0.45149295 0.53239587 0.51211151] [ 0.54015506 0.43485512 0.5464652 0.72237963 0.48450285] [ 0.52105798 0.6887563 0.27246128 0.57142097 0.42058563] [ 0.26690154 0.72187361 0.38039195 0.76432254 0.53265401] [ 0.55794758 0.41942614 0.57329497 0.38130777 0.52544445] [ 0.61020569 0.34887343 0.52680025 0.33936503 0.58915111] [ 0.36688452 0.61494053 0.35598834 0.70317426 0.43326013] [ 0.31558598 0.67301629 0.46072549 0.69408886 0.49048652] [ 0.51473967 0.61875817 0.29312169 0.61426432 0.40478718] [ 0.39618524 0.57482365 0.41037105 0.67607925 0.37409458] [ 0.55557617 0.5804203 0.53289509 0.54957425 0.5260672 ] [ 0.57546467 0.41377096 0.5765091 0.49333581 0.36990056] [ 0.70722582 0.55306994 0.46609205 0.44051716 0.31866974] [ 0.80214172 0.47184155 0.57122748 0.27607754 0.48468419] [ 0.62635868 0.51941056 0.46230615 0.68146391 0.36669089] [ 0.51678408 0.42771482 0.50492452 0.46704172 0.48814127] [ 0.80077522 0.5215956 0.32929587 0.40806127 0.35919566] [ 0.78117793 0.32402234 0.53519775 0.17294294 0.38408084] [ 0.61180881 0.51152016 0.42250225 0.56671088 0.36297281] [ 0.68932591 0.59095419 0.25775285 0.46501361 0.25200176] [ 0.55278615 0.6180487 0.27973522 0.56214203 0.46475494] [ 0.65776701 0.40523017 0.33479059 0.41611644 0.47603988] [ 0.54435541 0.50282776 0.54784383 0.73831047 0.46798694] [ 0.5993925 0.43580262 0.57241178 0.38948208 0.38074355] [ 0.45070505 0.47413846 0.46985822 0.61751529 0.40856376] [ 0.72688753 0.49168814 0.60301978 0.40125557 0.42361003] [ 0.28065325 0.55906754 0.4218596 0.81922055 0.56618424] [ 0.55961907 0.53502169 0.45964052 0.60728157 0.34970263] [ 0.36762636 0.60886072 0.3539627 0.70834591 0.41945852] [ 0.40729143 0.42884888 0.54968112 0.63617367 0.42372001] [ 0.51426779 0.58668553 0.53443173 0.63473807 0.45359202] [ 0.51015788 0.65503394 0.44274874 0.53250911 0.29210142] [ 0.7564934 0.42019323 0.34305564 0.28710263 0.37533773] [ 0.48772558 0.50089623 0.5412712 0.67993366 0.49758632] [ 0.33033024 0.54857082 0.43324061 0.82045817 0.40022656] [ 0.55562193 0.45509168 0.44862255 0.39030025 0.40958559] [ 0.38838814 0.59939714 0.53248095 0.80239732 0.50329059] [ 0.69863952 0.45112199 0.60845216 0.31079723 0.47544284] [ 0.81819931 0.44444003 0.56250699 0.22402386 0.42686033] [ 0.24040351 0.57319984 0.34399471 0.77708396 0.46123527] [ 0.62865409 0.46862392 0.39335778 0.61488145 0.39846858] [ 0.40978541 0.44070056 0.58621982 0.5210199 0.58819838] [ 0.53201075 0.51477694 0.38809418 0.6622963 0.29285234] [ 0.61343379 0.61912833 0.48755725 0.47950307 0.39261297] [ 0.27120867 0.54770106 0.41380993 0.81277561 0.47334945] [ 0.49547515 0.46387966 0.61757939 0.60126709 0.50195504] [ 0.24891262 0.71361595 0.40531317 0.85699163 0.52547373] [ 0.64116921 0.40654275 0.5123714 0.67692322 0.32721248] [ 0.67790884 0.52057026 0.60976968 0.59505635 0.40000134] [ 0.32430096 0.59747513 0.41335274 0.56583631 0.43137104] [ 0.59874983 0.60909001 0.33994528 0.53321667 0.3495147 ] [ 0.79528451 0.33229164 0.58246228 0.3656925 0.43448986] [ 0.7972905 0.47120808 0.55589853 0.18219881 0.52573768] [ 0.48560641 0.47759034 0.38579901 0.58499184 0.5350856 ] [ 0.60133813 0.57013755 0.33666555 0.40626821 0.41472385] [ 0.39245511 0.38220079 0.58000762 0.41409065 0.71285567] [ 0.62248582 0.35695536 0.45084677 0.60314802 0.40026974] [ 0.568619 0.58996727 0.4947353 0.50800707 0.41811459] [ 0.55711554 0.4839788 0.59232446 0.45562911 0.55666768] [ 0.14779363 0.68578269 0.39899917 0.91934857 0.64559241] [ 0.26037291 0.54882303 0.52347956 0.78999699 0.60697194] [ 0.30926519 0.47466217 0.55950812 0.68171675 0.4373925 ] [ 0.73366064 0.46692588 0.54227617 0.29360736 0.47643544] [ 0.42240394 0.54393386 0.52653883 0.73364444 0.52084948] [ 0.21230664 0.67100984 0.36438512 0.82165129 0.56535255] [ 0.44765053 0.46865096 0.49054497 0.7392656 0.49284628] [ 0.75148158 0.49944906 0.49937728 0.25074478 0.39439605] [ 0.3006269 0.61796467 0.36820168 0.65040675 0.48253422] [ 0.40019159 0.67679952 0.43940138 0.64435256 0.42196102] [ 0.44272058 0.57758058 0.37113691 0.52931923 0.4302198 ] [ 0.64486152 0.48337383 0.57089753 0.68685622 0.28590905] [ 0.24765536 0.67120117 0.30153321 0.73705513 0.53004607] [ 0.55326407 0.45296947 0.44372228 0.42005996 0.42659821] [ 0.78130125 0.46832259 0.48556818 0.34926039 0.37310324] [ 0.82674605 0.31841637 0.38294208 0.29757558 0.34688609] [ 0.42172143 0.56380559 0.42621447 0.53706426 0.40257109] [ 0.73685467 0.55127854 0.25063557 0.47671534 0.38162293] [ 0.43110533 0.49873416 0.5409744 0.44178293 0.5110945 ] [ 0.84525312 0.44604835 0.56087801 0.22073632 0.38348028] [ 0.50332593 0.5659409 0.52343508 0.60127019 0.54313036] [ 0.74467189 0.5143533 0.56682781 0.21768727 0.50633323] [ 0.91291745 0.43814333 0.53499658 0.09341402 0.32194171] [ 0.49600824 0.61833316 0.43534252 0.51726676 0.36101372] [ 0.15224412 0.54635147 0.57014949 0.64535643 0.64217999] [ 0.80359771 0.31721103 0.5605004 0.27161854 0.40070786] [ 0.59550401 0.54793282 0.32910865 0.44519032 0.38989258] [ 0.73712781 0.67833766 0.3872927 0.54474343 0.49401496] [ 0.69427088 0.4160108 0.55442918 0.22766916 0.61778004] [ 0.41812429 0.50673757 0.42171243 0.66530901 0.57691812] [ 0.36028313 0.53178833 0.48695801 0.46997163 0.50657402] [ 0.20633313 0.49899904 0.39355455 0.89736943 0.59212534] [ 0.50182276 0.66101704 0.38001875 0.57434618 0.42778989] [ 0.77939772 0.44888011 0.53335297 0.69399877 0.37155597] [ 0.71677108 0.49598964 0.58712255 0.38435493 0.53394658] [ 0.64818894 0.3958569 0.56630435 0.40586915 0.47890384] [ 0.56987546 0.62890046 0.36245173 0.70042557 0.37686954] [ 0.78540081 0.39155553 0.54632264 0.17657875 0.45233488] [ 0.80121326 0.46308959 0.6163327 0.39822567 0.3648963 ] [ 0.41217012 0.46301363 0.6062204 0.73951049 0.35823551] [ 0.74580423 0.38361231 0.35064217 0.34792889 0.48430561] [ 0.5647162 0.56206814 0.39508756 0.76368403 0.43051676] [ 0.61505705 0.55815703 0.47079348 0.48974867 0.5733723 ] [ 0.61162312 0.55909806 0.42341874 0.43169819 0.33958686] [ 0.34916124 0.50640309 0.58685971 0.71656733 0.44357106] [ 0.28494525 0.58858184 0.42444085 0.76827721 0.43482444] [ 0.73693709 0.56441807 0.44564061 0.36047309 0.32792179] [ 0.17150381 0.56763003 0.44337691 0.9006331 0.56344685] [ 0.72324118 0.36062937 0.47903591 0.42605911 0.44380119] [ 0.64571863 0.56271707 0.55639087 0.24593678 0.44180901] [ 0.50502789 0.49335735 0.47596051 0.5331323 0.57430255] [ 0.55841782 0.50751638 0.6286337 0.40670613 0.45820709] [ 0.72136523 0.52513848 0.48745616 0.36544835 0.55461892] Progress: 47.5% ... Training loss: 0.483 ... Validation loss: 0.786[ 0.37066172 0.56155099 0.44046379 0.60456523 0.31163471] [ 0.44310056 0.57855386 0.49561879 0.59044853 0.62027272] [ 0.533412 0.4899367 0.52525767 0.35463829 0.47798351] [ 0.42928555 0.53903763 0.3864194 0.49303365 0.38297597] [ 0.41155302 0.54840437 0.63259077 0.70609987 0.46016846] [ 0.34429717 0.47164876 0.39162421 0.56750628 0.72429457] [ 0.61561825 0.42079939 0.63360502 0.70531298 0.40811449] [ 0.82647595 0.28989488 0.62261904 0.19157028 0.42003774] [ 0.51972169 0.52413567 0.45817913 0.58925294 0.37194198] [ 0.44278333 0.57342766 0.50833774 0.29277386 0.52148103] [ 0.7418839 0.43427578 0.5252315 0.22863639 0.48157284] [ 0.76291165 0.54470353 0.30914133 0.38728261 0.24109587] [ 0.71035323 0.41556866 0.45341192 0.34845112 0.32978262] [ 0.2405133 0.62206961 0.53067589 0.78742351 0.42665108] [ 0.71807114 0.35312442 0.44703358 0.32516045 0.36564011] [ 0.58651089 0.50849232 0.50232404 0.42997366 0.36227701] [ 0.73166528 0.42287809 0.50581641 0.29878742 0.55947277] [ 0.79891891 0.47016675 0.56852056 0.19845872 0.43744494] [ 0.21648888 0.56881669 0.55173244 0.83442555 0.57607214] [ 0.5880597 0.47794815 0.46408277 0.53722427 0.56929961] [ 0.45660777 0.5688846 0.34558367 0.54832267 0.34101993] [ 0.42343202 0.56386679 0.55705916 0.41322456 0.60113161] [ 0.76376653 0.32600143 0.67522348 0.2081019 0.44640473] [ 0.54161707 0.49622515 0.47037955 0.67718448 0.28988563] [ 0.68266414 0.57933568 0.48054577 0.48632903 0.27680504] [ 0.47758088 0.60062723 0.25912957 0.58509674 0.45196297] [ 0.84053326 0.29525552 0.53868653 0.25529516 0.46875527] [ 0.37733394 0.57135682 0.43065221 0.76688386 0.53324884] [ 0.78175224 0.45287987 0.59403871 0.44010512 0.34268725] [ 0.38075936 0.52589976 0.36176038 0.75461692 0.38165274] [ 0.30197929 0.66084697 0.52370034 0.73312593 0.52655136] [ 0.3376239 0.47424407 0.53150928 0.86008822 0.5701919 ] [ 0.69040128 0.48217383 0.42732146 0.71403761 0.40046755] [ 0.37755898 0.40854522 0.53590573 0.47336463 0.65931212] [ 0.74878354 0.4347759 0.62711719 0.37414693 0.42600154] [ 0.20805247 0.59781985 0.360882 0.92015352 0.5702926 ] [ 0.79887733 0.3278109 0.58522165 0.27046362 0.42448579] [ 0.33350161 0.63458884 0.58198792 0.69027546 0.65147368] [ 0.47446197 0.49695894 0.48529181 0.38449612 0.46356879] [ 0.37845806 0.69524962 0.47686495 0.68454971 0.4630229 ] [ 0.67777853 0.57030948 0.56553554 0.48267852 0.42111577] [ 0.61934384 0.51419598 0.44410557 0.55828177 0.46467666] [ 0.55824884 0.46016768 0.45452257 0.58647956 0.38643154] [ 0.14349635 0.63305873 0.42978555 0.86817992 0.56194025] [ 0.33003442 0.49032229 0.5970487 0.69934949 0.64652829] [ 0.5274826 0.44986162 0.455683 0.56579299 0.3921969 ] [ 0.8112772 0.50646055 0.48062779 0.27868996 0.49070449] [ 0.30785256 0.66623861 0.49480457 0.51487804 0.65719296] [ 0.20278152 0.59546553 0.43493793 0.75285913 0.51693014] [ 0.72311875 0.47726637 0.42717844 0.28344729 0.39001941] [ 0.36440905 0.68113011 0.39954654 0.66054164 0.4253061 ] [ 0.79469441 0.48956054 0.44999021 0.28026535 0.31783486] [ 0.51052715 0.47408186 0.51186278 0.78046755 0.49514226] [ 0.89675564 0.26052309 0.57463994 0.09126804 0.38177599] [ 0.57428209 0.39842771 0.52937935 0.58326542 0.32717085] [ 0.51667433 0.46044161 0.4210286 0.54366874 0.62043043] [ 0.65975837 0.61184915 0.4240368 0.415501 0.37125894] [ 0.3220388 0.58537493 0.44242176 0.77658282 0.58290915] [ 0.45514146 0.50239515 0.4167122 0.5597009 0.54384687] [ 0.71910702 0.46915937 0.60098899 0.44756957 0.43110016] [ 0.68183442 0.39795073 0.44890065 0.55545117 0.29852964] [ 0.63803609 0.677205 0.38972619 0.68082941 0.45660468] [ 0.65249584 0.49294151 0.4601911 0.55758458 0.43060638] [ 0.33610108 0.51426212 0.40194144 0.78676511 0.44020454] [ 0.53783208 0.479813 0.63683512 0.41858484 0.50607264] [ 0.77299479 0.39400367 0.6103899 0.26825382 0.42955839] [ 0.76253613 0.38111072 0.56690191 0.27320253 0.41640086] [ 0.27702949 0.6934619 0.32920431 0.84095357 0.54698225] [ 0.81477276 0.54452703 0.61110053 0.33985231 0.42706215] [ 0.71410462 0.42398617 0.61184968 0.60470256 0.31348336] [ 0.76642596 0.48489442 0.56672292 0.4651725 0.49252214] [ 0.75695137 0.52225971 0.55064553 0.50422919 0.39606687] [ 0.77960529 0.44667342 0.58263416 0.38442386 0.34048643] [ 0.88184835 0.28993681 0.59332804 0.20414428 0.33821738] [ 0.20925093 0.73031231 0.46228761 0.72626337 0.6136392 ] [ 0.39467461 0.41693866 0.52172111 0.78797738 0.58435402] [ 0.28796739 0.48986949 0.36381618 0.74730525 0.47919298] [ 0.62661948 0.38616057 0.68045293 0.55426466 0.45604533] [ 0.32863773 0.65428975 0.37603368 0.77882045 0.43612368] [ 0.33691643 0.55985036 0.3197426 0.72263559 0.63022074] [ 0.55683049 0.52125418 0.45856364 0.53020988 0.41066808] [ 0.49444535 0.4555986 0.47096608 0.32954695 0.53503917] [ 0.53906399 0.42342467 0.47672828 0.50645806 0.35430701] [ 0.54470395 0.46020541 0.46222421 0.6709975 0.43043725] [ 0.68988825 0.56281511 0.5071182 0.43314479 0.35999501] [ 0.70634473 0.53651447 0.29103493 0.35324176 0.39486037] [ 0.57940937 0.55775934 0.40097142 0.63216711 0.33468747] [ 0.26237505 0.57211608 0.34856497 0.82609735 0.44974358] [ 0.741533 0.46173203 0.63980318 0.48346807 0.40181685] [ 0.79516983 0.41683234 0.49114033 0.23495964 0.38348664] [ 0.45285552 0.64179138 0.44348781 0.5124754 0.36294749] [ 0.38655872 0.54767662 0.54050718 0.78912404 0.47266334] [ 0.83022774 0.4338657 0.51906127 0.37300184 0.30034571] [ 0.47110198 0.62592227 0.3504533 0.68997314 0.36473331] [ 0.84433377 0.40339488 0.60692794 0.21145021 0.39096799] [ 0.38378543 0.53641927 0.39446233 0.62523669 0.38145603] [ 0.70639197 0.36126085 0.64121613 0.2293367 0.41799156] [ 0.7480075 0.51689086 0.52601908 0.39161461 0.45040607] [ 0.72369709 0.46351197 0.64666209 0.58195059 0.42924046] [ 0.75775266 0.38383932 0.58977472 0.50780594 0.41569549] [ 0.41960831 0.42581576 0.47817587 0.76570463 0.46691116] [ 0.75793016 0.5353956 0.63842329 0.45436385 0.33947356] [ 0.42937873 0.55441417 0.40706964 0.50297165 0.31685297] [ 0.47630748 0.58087456 0.55895149 0.54499912 0.48915134] [ 0.71435613 0.44337017 0.42717651 0.43405986 0.50537153] [ 0.38718473 0.63085965 0.56852729 0.59233004 0.60331771] [ 0.46464195 0.51543248 0.58640436 0.46183285 0.44825877] [ 0.43596011 0.5959279 0.42745803 0.6151964 0.38922564] [ 0.50872899 0.39043115 0.45136359 0.61263399 0.60522805] [ 0.58215127 0.40341585 0.66268297 0.51843936 0.44849604] [ 0.60736406 0.44252957 0.43643378 0.22883825 0.29449355] [ 0.42106181 0.59385697 0.37805685 0.4851648 0.40348345] [ 0.80399966 0.45473139 0.60649224 0.40482189 0.40871 ] [ 0.50207253 0.51738799 0.51087406 0.82034595 0.51897701] [ 0.2746695 0.5678637 0.54132428 0.71584675 0.68934974] [ 0.77484078 0.49614956 0.44405638 0.23021509 0.49337883] [ 0.41736655 0.66771807 0.47859885 0.49932763 0.51651946] [ 0.16489861 0.69046628 0.41506609 0.81432516 0.61159614] [ 0.37642119 0.50791593 0.46164047 0.67300317 0.38449009] [ 0.5789015 0.48209129 0.4728947 0.36374709 0.55708236] [ 0.58750327 0.50792356 0.49070427 0.53020239 0.50437294] [ 0.21857704 0.5624395 0.49923556 0.6658766 0.60618199] [ 0.4173459 0.61710679 0.50758151 0.69127405 0.43868516] [ 0.80921105 0.5025441 0.49751908 0.49013467 0.3685501 ] [ 0.45547792 0.58485746 0.44211442 0.74956907 0.4508936 ] [ 0.32926515 0.50021245 0.49000479 0.61239464 0.65051307] [ 0.56230147 0.55112415 0.43861228 0.56818182 0.42599831] [ 0.45076736 0.4900712 0.64824156 0.48065578 0.50056762] Progress: 47.6% ... Training loss: 0.482 ... Validation loss: 0.787[ 0.59799957 0.48661532 0.54402893 0.44860814 0.46084181] [ 0.43503228 0.49398763 0.58904884 0.74358301 0.34413745] [ 0.73531539 0.59613531 0.40576571 0.31312379 0.38216928] [ 0.35308574 0.47545599 0.42059359 0.50350242 0.56404445] [ 0.62636604 0.43113236 0.48652261 0.39524943 0.44502289] [ 0.44089122 0.52258458 0.30381563 0.81046227 0.41418326] [ 0.76536934 0.5534072 0.49530906 0.43126327 0.42626982] [ 0.71411962 0.65626425 0.45583086 0.61460164 0.4338987 ] [ 0.63895799 0.47436295 0.50123591 0.72823504 0.36056019] [ 0.83934375 0.46820717 0.52993058 0.30247724 0.33173025] [ 0.83321583 0.50096311 0.48352231 0.38336128 0.39220692] [ 0.40955258 0.61578323 0.35268429 0.66850043 0.56676934] [ 0.65473606 0.57472411 0.57042102 0.41762619 0.31630768] [ 0.73027537 0.47139816 0.50275486 0.24486493 0.37498101] [ 0.51064757 0.49393759 0.53163076 0.75291438 0.30798604] [ 0.51626323 0.57158006 0.48824617 0.44917503 0.36366667] [ 0.34278793 0.52374243 0.44176088 0.67067038 0.40829943] [ 0.49198265 0.51235389 0.50464864 0.66696793 0.42531474] [ 0.27417853 0.51746515 0.38360892 0.85053567 0.56261817] [ 0.41222586 0.557917 0.55961397 0.68014461 0.38461453] [ 0.50751089 0.57504367 0.34589237 0.47508424 0.36221366] [ 0.41121595 0.55217085 0.50668626 0.69586837 0.63164478] [ 0.51272387 0.66829032 0.5017657 0.62602154 0.52978617] [ 0.43738734 0.57677893 0.40353916 0.67927842 0.46831394] [ 0.54916237 0.52662664 0.57671766 0.59204951 0.34868597] [ 0.6158954 0.49420472 0.5267612 0.68171435 0.33293827] [ 0.58814287 0.55836089 0.52275268 0.47604032 0.47380221] [ 0.67475856 0.4345316 0.51686096 0.33711035 0.49755181] [ 0.71102001 0.59035942 0.50864162 0.55552627 0.49056918] [ 0.50438779 0.63007301 0.43449669 0.61445311 0.43478326] [ 0.78928864 0.31416415 0.57228242 0.26347713 0.50424926] [ 0.28831328 0.52383702 0.39665305 0.58722114 0.69823864] [ 0.62530771 0.49190063 0.66412071 0.28080622 0.55744987] [ 0.51539933 0.52838709 0.46951792 0.59290521 0.39233925] [ 0.57179676 0.53335456 0.32096222 0.49551479 0.30466016] [ 0.39036864 0.55820714 0.42422719 0.73004622 0.59254677] [ 0.34118012 0.51824819 0.47244766 0.74521527 0.64685428] [ 0.50698954 0.44998624 0.58540037 0.71489382 0.38198638] [ 0.62957973 0.43634688 0.57156963 0.36230514 0.35493852] [ 0.53701145 0.62024855 0.35977586 0.34237362 0.41580964] [ 0.37873061 0.40802243 0.53610636 0.47269078 0.6591468 ] [ 0.10509882 0.72994979 0.38323242 0.79276888 0.4772003 ] [ 0.63999412 0.48165339 0.43658935 0.38669767 0.47683767] [ 0.33271395 0.64190333 0.52106747 0.60593345 0.56450862] [ 0.25278994 0.60664936 0.32074205 0.73346449 0.51524324] [ 0.72469003 0.45207921 0.6761036 0.33256449 0.45712297] [ 0.76980105 0.46470572 0.58547319 0.37249075 0.38076317] [ 0.34405355 0.5588239 0.48302822 0.84729868 0.48355607] [ 0.22858636 0.57758928 0.44222779 0.73795821 0.47561794] [ 0.59217706 0.51557076 0.52690326 0.27138583 0.49886902] [ 0.49843159 0.48541142 0.38189032 0.48409187 0.51218388] [ 0.60565936 0.36945795 0.49917563 0.72466061 0.49773239] [ 0.43155328 0.64976082 0.39601104 0.53021881 0.39051626] [ 0.7772676 0.45249035 0.53421631 0.36250454 0.40363282] [ 0.87582875 0.35216111 0.64918209 0.17201379 0.33431948] [ 0.22972795 0.60341567 0.38721619 0.62286142 0.44794405] [ 0.75862587 0.50325104 0.48575975 0.38414301 0.48221136] [ 0.65369275 0.49918588 0.56817131 0.58082078 0.49686113] [ 0.6344355 0.48141616 0.5355623 0.43354314 0.4112995 ] [ 0.83497054 0.38880247 0.67763289 0.23695532 0.3729366 ] [ 0.73502049 0.54142918 0.4572229 0.33211084 0.43126985] [ 0.43293725 0.50355617 0.44985962 0.51870476 0.60707969] [ 0.51823109 0.48078216 0.51757324 0.28482555 0.59905795] [ 0.36753008 0.64283237 0.49050531 0.66648789 0.45296979] [ 0.59438949 0.524874 0.47283015 0.51710509 0.33502257] [ 0.7230185 0.49066437 0.54499352 0.40174027 0.4518186 ] [ 0.82641059 0.4169121 0.61248503 0.33668275 0.39226776] [ 0.55269609 0.46539748 0.48142386 0.45649166 0.39912832] [ 0.91860223 0.3496311 0.46519241 0.29798215 0.32144068] [ 0.60218698 0.57514848 0.33552114 0.4922417 0.37892589] [ 0.68304004 0.44429618 0.5334729 0.40177539 0.37504277] [ 0.51570209 0.52588904 0.51875652 0.41595866 0.56669152] [ 0.6935387 0.40027325 0.4980875 0.24839093 0.41774976] [ 0.18473796 0.57595923 0.49019026 0.85874119 0.55165417] [ 0.38146289 0.56891957 0.51107476 0.59794321 0.55187416] [ 0.70973246 0.39421891 0.47676809 0.41199126 0.44012132] [ 0.74335452 0.47176411 0.35524117 0.34228545 0.45770676] [ 0.27237025 0.56230183 0.47104473 0.76905563 0.61071115] [ 0.63974929 0.42665138 0.60097523 0.27381109 0.44737369] [ 0.47213279 0.71361241 0.4617157 0.67102867 0.41669552] [ 0.79800829 0.52980033 0.49266776 0.27284275 0.33795424] [ 0.91091974 0.25111931 0.42880581 0.16816716 0.36430491] [ 0.68337063 0.51317048 0.42836896 0.38695351 0.40730079] [ 0.1719769 0.71004938 0.36989404 0.68602026 0.57919161] [ 0.60000069 0.45917854 0.47461414 0.51750227 0.2895521 ] [ 0.55572989 0.50342172 0.54794873 0.38662629 0.5382667 ] [ 0.50410542 0.56432266 0.45629212 0.68234963 0.2947495 ] [ 0.70564192 0.55491036 0.41007615 0.39393294 0.36865466] [ 0.73694112 0.38741315 0.45757927 0.61630307 0.41908746] [ 0.85888237 0.33858958 0.63518119 0.24485584 0.34420571] [ 0.50268761 0.61972731 0.56831726 0.52944377 0.42389462] [ 0.32736769 0.4959017 0.54301352 0.71488002 0.57507704] [ 0.71098271 0.40907766 0.36468755 0.44129314 0.53859424] [ 0.76736847 0.34463716 0.60975959 0.51036569 0.37142942] [ 0.51003224 0.53030791 0.36341171 0.53515465 0.53805775] [ 0.50611745 0.50401581 0.46137422 0.67748551 0.49100279] [ 0.62439158 0.42503543 0.60668944 0.55546602 0.44309375] [ 0.59327825 0.53641072 0.51854203 0.34316707 0.4437862 ] [ 0.2673774 0.72180572 0.42670607 0.71744291 0.60123249] [ 0.14236798 0.71185692 0.42814169 0.8249339 0.65538963] [ 0.76564787 0.49922515 0.28088869 0.48416842 0.35243928] [ 0.76384586 0.36751043 0.44763039 0.15588173 0.41040823] [ 0.72181252 0.39565072 0.58965003 0.34849396 0.53958053] [ 0.66718881 0.60987907 0.48115986 0.43008603 0.55672819] [ 0.79424424 0.44042833 0.34043571 0.21248167 0.31246862] [ 0.63269248 0.60224852 0.41656331 0.57096776 0.42742406] [ 0.12954323 0.74878089 0.3791007 0.83040515 0.69302501] [ 0.77049339 0.43661225 0.57329182 0.36170501 0.37670347] [ 0.39605505 0.54471758 0.50068366 0.59009103 0.55607495] [ 0.38544858 0.59899775 0.53118214 0.6056841 0.52751246] [ 0.44307146 0.49740248 0.55735557 0.70319537 0.46979884] [ 0.56016488 0.42659142 0.43730621 0.68551687 0.41772787] [ 0.31702179 0.69831729 0.30396969 0.69470204 0.55656795] [ 0.60803275 0.52613783 0.42500175 0.3748481 0.54045044] [ 0.4352257 0.65473822 0.37716235 0.65489593 0.37953378] [ 0.75523144 0.44632534 0.50137449 0.23267599 0.30214473] [ 0.28392033 0.63181461 0.31867693 0.72627812 0.52328506] [ 0.49779909 0.45767587 0.53803008 0.56248371 0.61582952] [ 0.71134553 0.37218305 0.68611447 0.52459442 0.36291832] [ 0.4351463 0.61590219 0.35362123 0.40407889 0.43376248] [ 0.70054203 0.46392106 0.47999717 0.39018442 0.32043191] [ 0.62037822 0.42252218 0.54941207 0.45570216 0.44771054] [ 0.6883444 0.43641194 0.4561386 0.35457017 0.38443449] [ 0.86106684 0.49133148 0.54879055 0.34984944 0.35901903] [ 0.18610796 0.5611816 0.45956123 0.86475811 0.5530877 ] [ 0.6165878 0.56815221 0.446308 0.60106282 0.31920821] [ 0.56523981 0.69065839 0.36093463 0.5639878 0.47738665] [ 0.62663344 0.48778951 0.46870699 0.53416088 0.55602828] Progress: 47.6% ... Training loss: 0.482 ... Validation loss: 0.788[ 0.72895439 0.53685152 0.54704007 0.27632854 0.34234789] [ 0.6000656 0.39772925 0.43160184 0.4440107 0.53401006] [ 0.29253762 0.63740049 0.39979593 0.63683295 0.52560657] [ 0.6988761 0.52739639 0.58989868 0.23162877 0.4376514 ] [ 0.25426277 0.59185799 0.61375347 0.85184008 0.55732788] [ 0.2466304 0.61162388 0.43602415 0.6139468 0.47170204] [ 0.52085839 0.58142659 0.3536239 0.33603911 0.40818206] [ 0.39809135 0.46587153 0.58902472 0.66611306 0.61376029] [ 0.64756183 0.50489436 0.6502549 0.43939406 0.45713197] [ 0.76922635 0.43127576 0.52128845 0.55850065 0.34052667] [ 0.51242595 0.46067062 0.45056264 0.53583039 0.50880469] [ 0.30715875 0.53555347 0.42256418 0.63297278 0.47255639] [ 0.69905046 0.53995327 0.34752285 0.36346207 0.36706813] [ 0.65955332 0.56230852 0.54370568 0.4991289 0.45654191] [ 0.72624408 0.55469812 0.46051731 0.46057149 0.47068172] [ 0.57340691 0.60280368 0.5213048 0.50503941 0.5351186 ] [ 0.5201352 0.46771275 0.49094985 0.62184803 0.4167176 ] [ 0.71000855 0.51316319 0.28372773 0.44499486 0.32289077] [ 0.77145759 0.38601631 0.62245003 0.21699035 0.40424894] [ 0.88503646 0.29306825 0.60436269 0.14053114 0.32642466] [ 0.5734819 0.58124976 0.46341018 0.46507911 0.40468079] [ 0.79217536 0.54400487 0.45980143 0.32451212 0.46020277] [ 0.41799114 0.51895769 0.49968792 0.62728375 0.40921766] [ 0.17831821 0.63039407 0.3999802 0.83639597 0.48174882] [ 0.30360984 0.62559012 0.43052483 0.58133394 0.43288865] [ 0.60508785 0.43582674 0.44820982 0.36900501 0.38560595] [ 0.69836922 0.4650909 0.36986594 0.41541219 0.33201794] [ 0.74489778 0.361835 0.46176524 0.21900661 0.37906098] [ 0.88258691 0.37476288 0.4802397 0.13909432 0.37673459] [ 0.62172665 0.60226065 0.51636671 0.54492159 0.41027268] [ 0.29519181 0.52099805 0.43498593 0.70052152 0.51507117] [ 0.70454962 0.46902044 0.48528559 0.3462986 0.4769199 ] [ 0.39879893 0.67151274 0.42408054 0.63246871 0.42094108] [ 0.55994782 0.47208662 0.39454897 0.52812196 0.56094129] [ 0.61165202 0.50606744 0.32806188 0.41850813 0.4606642 ] [ 0.35941706 0.51288767 0.4675425 0.82073861 0.39829583] [ 0.62595841 0.63617516 0.46476433 0.27314273 0.44614848] [ 0.19864757 0.54160486 0.36074957 0.66692826 0.53331362] [ 0.77282575 0.39420591 0.61030886 0.2683091 0.42962732] [ 0.62622058 0.66290285 0.28310564 0.54210399 0.38034051] [ 0.43085437 0.54436642 0.51912641 0.79125095 0.42668062] [ 0.64188765 0.6147878 0.3854697 0.39459921 0.31437046] [ 0.71015441 0.40023168 0.42888991 0.34643537 0.43616604] [ 0.39805515 0.52870727 0.51341649 0.59251043 0.39844936] [ 0.84077221 0.35097654 0.6390447 0.32360437 0.37773111] [ 0.66985413 0.36887013 0.36547391 0.29778958 0.33729469] [ 0.78718466 0.46601933 0.4366392 0.32079191 0.34116884] [ 0.36473009 0.56177134 0.43090644 0.59682235 0.49002835] [ 0.45356551 0.61399595 0.34707139 0.63115385 0.57501192] [ 0.56975425 0.50853672 0.47576379 0.46928802 0.64961998] [ 0.16919845 0.55903088 0.45419038 0.71295125 0.61427718] [ 0.24579156 0.72865055 0.34719851 0.74470007 0.51276337] [ 0.59450136 0.45638897 0.30466078 0.60969924 0.37720634] [ 0.51636777 0.4036425 0.59544261 0.73128802 0.44578244] [ 0.63860899 0.39873027 0.45173841 0.50422368 0.55615098] [ 0.48145854 0.49354526 0.38247579 0.52669253 0.43627874] [ 0.33503329 0.59630555 0.45967778 0.68761429 0.36619831] [ 0.33512318 0.51705866 0.5237935 0.71307373 0.41151512] [ 0.4882877 0.45414087 0.35314666 0.49645556 0.51971429] [ 0.84053302 0.48132582 0.41187432 0.45965751 0.42624242] [ 0.1291608 0.67397036 0.40815553 0.87844164 0.61486162] [ 0.32253406 0.66569577 0.51217715 0.68797378 0.50779056] [ 0.7556965 0.48198616 0.53603184 0.37584856 0.28875672] [ 0.36558045 0.73794297 0.3910485 0.67089471 0.42276523] [ 0.58354149 0.43133978 0.58298939 0.64260886 0.46925482] [ 0.70675862 0.59417955 0.52686146 0.49381184 0.44704465] [ 0.73694164 0.35844624 0.48788711 0.41920959 0.35999111] [ 0.35275584 0.43884374 0.57527369 0.48410803 0.58248449] [ 0.72517874 0.44372252 0.54313664 0.57261273 0.37640606] [ 0.24254737 0.57228049 0.34426236 0.77578684 0.46099453] [ 0.60489265 0.40544852 0.55460159 0.71144095 0.31313627] [ 0.11382088 0.62135692 0.50964924 0.92964531 0.59407666] [ 0.58869721 0.57151459 0.36450677 0.27189467 0.3661337 ] [ 0.77811247 0.50436173 0.55174875 0.38446627 0.50217951] [ 0.8605905 0.43165424 0.54183278 0.30691186 0.40648927] [ 0.86966642 0.30988281 0.65092477 0.14426909 0.43805904] [ 0.85712545 0.3625907 0.34749251 0.14182765 0.25309895] [ 0.27986684 0.55210851 0.48878566 0.79498513 0.63144791] [ 0.68002848 0.4416224 0.61820654 0.29972143 0.4907192 ] [ 0.8370172 0.36475662 0.52662311 0.18091598 0.42273749] [ 0.47502108 0.42052638 0.60194181 0.50185021 0.48222418] [ 0.21513006 0.70234512 0.39200507 0.72478962 0.58383756] [ 0.65741988 0.3355496 0.52757014 0.23226965 0.61608056] [ 0.39700282 0.51718241 0.43047653 0.59635772 0.38865893] [ 0.37572592 0.51268946 0.59220493 0.57621496 0.68248541] [ 0.65243126 0.34502286 0.54145717 0.72249423 0.44266783] [ 0.53367347 0.49239041 0.31642023 0.49083196 0.45873733] [ 0.3596331 0.51182622 0.5414637 0.73901892 0.67152236] [ 0.38377861 0.58449303 0.65096297 0.75991724 0.58444494] [ 0.39616923 0.52169711 0.57442332 0.39346872 0.70104152] [ 0.35124888 0.60024024 0.48408786 0.48272496 0.54967177] [ 0.78467445 0.418321 0.48395268 0.1802479 0.3687136 ] [ 0.53060355 0.45924385 0.57771361 0.39643789 0.36549545] [ 0.64263973 0.4516149 0.33815858 0.43892835 0.3492817 ] [ 0.46414715 0.43988504 0.526269 0.661529 0.47914619] [ 0.63111224 0.46138854 0.61163658 0.63228967 0.42325119] [ 0.63212114 0.46256253 0.50493035 0.49203923 0.47326687] [ 0.77828759 0.61340943 0.38937319 0.47276048 0.38025529] [ 0.84194342 0.49231034 0.57896704 0.24065442 0.45278424] [ 0.53617692 0.58108997 0.37494789 0.37023689 0.40850781] [ 0.68839315 0.44955526 0.52879542 0.51150382 0.37547047] [ 0.27702744 0.54862018 0.44504695 0.80406649 0.40748079] [ 0.77329359 0.36451289 0.64732976 0.33954054 0.45853022] [ 0.70064786 0.38865557 0.45234219 0.33923233 0.35230113] [ 0.74641259 0.33322651 0.59772376 0.34927167 0.4418234 ] [ 0.2481185 0.72304407 0.28447338 0.8169036 0.59702962] [ 0.42974186 0.54146468 0.45550868 0.64392642 0.46958699] [ 0.16539186 0.67649088 0.47124733 0.80093545 0.57326773] [ 0.74423229 0.40560692 0.53576308 0.44315008 0.36508798] [ 0.34620296 0.58622887 0.50081517 0.75491812 0.52705551] [ 0.42773553 0.46234105 0.52273845 0.50464177 0.50745398] [ 0.79849204 0.50612789 0.34525993 0.45494357 0.26116829] [ 0.40083535 0.56210711 0.43255357 0.76052128 0.32719692] [ 0.77710371 0.48821832 0.44817192 0.27260956 0.49464044] [ 0.59074746 0.53954983 0.43478071 0.31012913 0.59504706] [ 0.475562 0.59403282 0.50379477 0.52402662 0.51220641] [ 0.29232113 0.60310095 0.49754083 0.73789457 0.50253626] [ 0.77604478 0.531588 0.49014966 0.45207836 0.26211926] [ 0.36641098 0.56536227 0.57312167 0.75370823 0.48023706] [ 0.27741644 0.53547371 0.43123787 0.71262263 0.50291691] [ 0.53489271 0.36982121 0.51137575 0.59956183 0.45105046] [ 0.40080805 0.46361235 0.47816505 0.73392535 0.43228651] [ 0.2797766 0.49033475 0.55589126 0.75479311 0.63636004] [ 0.4928978 0.54435899 0.4496703 0.73605202 0.47676696] [ 0.76973681 0.52555282 0.50672338 0.23413747 0.36096828] [ 0.19079991 0.58220642 0.39248127 0.67902338 0.58899994] [ 0.49012057 0.5411234 0.53136717 0.72239757 0.37022674] [ 0.33883895 0.57253792 0.46490198 0.82691956 0.66772676] Progress: 47.7% ... Training loss: 0.482 ... Validation loss: 0.787[ 0.67664736 0.40833558 0.67725924 0.53895096 0.41741388] [ 0.67570842 0.40536175 0.68343893 0.33475581 0.36559053] [ 0.5381046 0.56042157 0.41932039 0.64152389 0.43565036] [ 0.63735912 0.39089522 0.60322619 0.51621413 0.3451729 ] [ 0.54077112 0.51455648 0.67877564 0.64452338 0.48458008] [ 0.16571367 0.690241 0.41507788 0.81385128 0.61159215] [ 0.29895733 0.64757571 0.51856206 0.64882675 0.46953179] [ 0.56469123 0.4077566 0.54461672 0.37562618 0.45451886] [ 0.80368812 0.37236926 0.52842746 0.21928321 0.45069893] [ 0.51166615 0.39761401 0.61537242 0.66662884 0.37022537] [ 0.22098395 0.65287355 0.34654968 0.75384059 0.41367913] [ 0.23834678 0.62806653 0.49073232 0.79894983 0.58539824] [ 0.25068242 0.62346807 0.43794851 0.77832463 0.42142248] [ 0.7339863 0.51320755 0.37432466 0.26269662 0.25696946] [ 0.71760623 0.41890323 0.56028343 0.49432232 0.44885157] [ 0.3553291 0.51752187 0.48261202 0.88023841 0.60477802] [ 0.24547788 0.66665243 0.43113021 0.89333786 0.49698172] [ 0.74738256 0.40308356 0.59724121 0.56819356 0.30384778] [ 0.32418441 0.64415601 0.47967235 0.82830058 0.61305557] [ 0.31848627 0.67741117 0.40687533 0.67014987 0.47776502] [ 0.73772768 0.44221364 0.5645404 0.5269667 0.42671654] [ 0.49560524 0.49012101 0.50555665 0.60264506 0.6467757 ] [ 0.78035859 0.47332968 0.47169981 0.39356754 0.32603493] [ 0.59455176 0.48222465 0.34957326 0.38589111 0.42491059] [ 0.8782823 0.28456805 0.66461902 0.1392148 0.42586711] [ 0.39085077 0.4854215 0.52298153 0.51284043 0.58263411] [ 0.3245331 0.59476483 0.39636641 0.77543859 0.35642063] [ 0.64484223 0.55421031 0.43412908 0.4294775 0.58316915] [ 0.64472064 0.52375083 0.42566822 0.27232546 0.28026014] [ 0.58559582 0.48453507 0.58668933 0.7439925 0.41594287] [ 0.49794123 0.45779878 0.53795607 0.56241873 0.61589708] [ 0.51245437 0.50629512 0.57908617 0.3894311 0.55939535] [ 0.19906535 0.67420813 0.45042976 0.74178066 0.53371023] [ 0.72289193 0.53642369 0.52549298 0.29448103 0.35439433] [ 0.76568966 0.38593722 0.53862603 0.3413552 0.40611597] [ 0.71705338 0.43369762 0.51361706 0.26667227 0.53755757] [ 0.47113899 0.65988723 0.34225738 0.58884442 0.41748369] [ 0.60805134 0.6162674 0.46494175 0.65641004 0.50616171] [ 0.43669438 0.48890313 0.46463301 0.63753161 0.35211822] [ 0.75116792 0.5189838 0.43561051 0.21859948 0.38563215] [ 0.3245331 0.59476483 0.39636641 0.77543859 0.35642063] [ 0.75210997 0.43342855 0.71718606 0.19972985 0.45872437] [ 0.69717587 0.41542933 0.53695658 0.52381771 0.39811549] [ 0.69252216 0.32537248 0.62460776 0.53203621 0.44659639] [ 0.62658595 0.56991771 0.45557372 0.54203593 0.41013055] [ 0.39173612 0.52703503 0.58205474 0.41015922 0.48807158] [ 0.60412596 0.47713926 0.64980016 0.40168964 0.51698839] [ 0.53957015 0.58271659 0.31577314 0.45937678 0.50509829] [ 0.32339184 0.71145932 0.32020643 0.82837625 0.44596918] [ 0.23710113 0.59180843 0.51837699 0.74118909 0.52796883] [ 0.70885901 0.41411892 0.56481288 0.63328242 0.4239012 ] [ 0.72152242 0.51831563 0.39395666 0.36395608 0.50784707] [ 0.73352284 0.2882793 0.57105736 0.27480158 0.43164578] [ 0.64029114 0.52562152 0.46893146 0.55368239 0.40606078] [ 0.746236 0.47464859 0.43641019 0.41758099 0.37330412] [ 0.50568239 0.53914825 0.48073665 0.68366372 0.46282821] [ 0.45916353 0.50926629 0.5654812 0.73977692 0.45896378] [ 0.58568744 0.55488012 0.43253633 0.65389601 0.34252571] [ 0.48379296 0.44898999 0.62157993 0.44518528 0.60344451] [ 0.56502684 0.52606101 0.3889946 0.29846262 0.41890094] [ 0.74457316 0.53353522 0.44024885 0.43686826 0.50571726] [ 0.49149238 0.56153613 0.55368226 0.75393369 0.55667823] [ 0.64264975 0.64585785 0.43346465 0.53762714 0.46290208] [ 0.75877769 0.45572346 0.40600782 0.30923915 0.35539294] [ 0.56829494 0.59000541 0.4908848 0.48395909 0.57713565] [ 0.52037234 0.4928244 0.48923533 0.64364984 0.61848778] [ 0.73682631 0.44018831 0.49582285 0.43786423 0.42199084] [ 0.38628639 0.49471291 0.48813726 0.53282955 0.47371117] [ 0.24126495 0.69466664 0.37156768 0.76874808 0.6097622 ] [ 0.47929951 0.42718074 0.5675355 0.52067406 0.36342999] [ 0.74977436 0.40166665 0.65274528 0.33006433 0.35792764] [ 0.58516482 0.43881298 0.53436453 0.60425894 0.47012369] [ 0.66733369 0.62350108 0.27792427 0.65045409 0.43405546] [ 0.77411489 0.50138566 0.59427388 0.4308102 0.34743537] [ 0.66740094 0.39652299 0.54382787 0.38870146 0.41953613] [ 0.58153797 0.36124112 0.46587651 0.39749666 0.46766102] [ 0.31710519 0.63486517 0.36210825 0.46752659 0.43281055] [ 0.65854195 0.54804273 0.49938989 0.25166101 0.35068725] [ 0.60731285 0.45687428 0.4088405 0.58739121 0.32652734] [ 0.21215498 0.57949459 0.39342799 0.75106965 0.41926145] [ 0.54567798 0.58993397 0.41249194 0.38257483 0.44032434] [ 0.38701694 0.56486837 0.30905001 0.84231434 0.3997407 ] [ 0.48048449 0.65753436 0.49531975 0.71201482 0.56156185] [ 0.31089711 0.62559515 0.39366401 0.56480044 0.44503213] [ 0.33162099 0.49865651 0.52603909 0.55856393 0.51628773] [ 0.22108709 0.68403515 0.39028873 0.80843032 0.44149088] [ 0.61863432 0.51101534 0.39192843 0.47031787 0.41465957] [ 0.51675498 0.455037 0.52507578 0.77267726 0.48543844] [ 0.29216619 0.67555772 0.39509594 0.52624725 0.66322652] [ 0.40612324 0.48161953 0.4621127 0.74578296 0.42712088] [ 0.24513838 0.6472124 0.34193923 0.77618665 0.56129555] [ 0.50440225 0.56337887 0.55212149 0.53687217 0.39880722] [ 0.39625645 0.64707067 0.41759744 0.53226371 0.36672973] [ 0.41579806 0.58864431 0.30869097 0.58324487 0.36557147] [ 0.83038383 0.39058564 0.57327154 0.15390632 0.34884096] [ 0.7479271 0.37875764 0.63311607 0.49771147 0.43469527] [ 0.86665294 0.43002026 0.54298673 0.26216029 0.39161736] [ 0.72741801 0.55271843 0.37493139 0.34853176 0.25574213] [ 0.62625182 0.33857635 0.58766342 0.69621425 0.44580048] [ 0.33884234 0.68130752 0.51614729 0.79702739 0.5766702 ] [ 0.7285532 0.44409501 0.53151997 0.44358152 0.35574653] [ 0.27157191 0.56169642 0.47655807 0.74043984 0.42629358] [ 0.43164815 0.46694425 0.69783976 0.67168195 0.54199099] [ 0.77245157 0.44351649 0.47046771 0.26291876 0.2804409 ] [ 0.63203763 0.65263397 0.41429264 0.67420266 0.55789321] [ 0.88921352 0.32818623 0.55538574 0.1295144 0.28930458] [ 0.46482894 0.56911755 0.58950404 0.73256199 0.4752764 ] [ 0.32646173 0.59334204 0.36509773 0.65480482 0.44700145] [ 0.5175234 0.44096955 0.58915626 0.40150055 0.3733926 ] [ 0.43149358 0.62450124 0.39210423 0.75572108 0.42084056] [ 0.78893026 0.33609436 0.63726702 0.20759355 0.44395904] [ 0.40491232 0.5249179 0.47808294 0.68325112 0.34909431] [ 0.51551776 0.4663962 0.47588076 0.50562383 0.60795017] [ 0.33890968 0.64806347 0.41162585 0.85099431 0.38858393] [ 0.67251394 0.53163233 0.51474598 0.56471131 0.37065438] [ 0.34048483 0.51530448 0.43652753 0.52797164 0.55724326] [ 0.59943752 0.47587794 0.4631015 0.47686383 0.5978797 ] [ 0.45710095 0.50643048 0.41715776 0.73881086 0.45905336] [ 0.4577458 0.60447564 0.49502112 0.43945157 0.62060229] [ 0.29283826 0.58856427 0.37175963 0.73168261 0.45415097] [ 0.37454314 0.646808 0.38886826 0.70729452 0.35545113] [ 0.40487599 0.57223326 0.50268357 0.63564528 0.50193256] [ 0.47162506 0.44869443 0.57584215 0.59869009 0.44266388] [ 0.68022697 0.54506219 0.42936201 0.41967654 0.47299486] [ 0.24435924 0.7396149 0.30487124 0.7918094 0.50146643] [ 0.20620589 0.69776767 0.33696903 0.71879445 0.48395946] [ 0.72920111 0.58019485 0.40596638 0.3951161 0.50229409] [ 0.88303814 0.39179338 0.45782074 0.17016824 0.26255687] Progress: 47.8% ... Training loss: 0.481 ... Validation loss: 0.787[ 0.63343613 0.42306511 0.61192207 0.45177063 0.45825069] [ 0.32252901 0.60431795 0.48681178 0.78613591 0.61055854] [ 0.62659514 0.66184232 0.44772849 0.65187269 0.48674563] [ 0.28598498 0.47007017 0.40592748 0.53422025 0.72731161] [ 0.65729379 0.4101252 0.58383904 0.5183203 0.2852592 ] [ 0.37498469 0.68043643 0.46253646 0.70163199 0.38473082] [ 0.4557559 0.59742743 0.52200107 0.64696323 0.43350915] [ 0.48770602 0.4523301 0.67575072 0.54045267 0.44860102] [ 0.80592151 0.46710026 0.54680481 0.3866019 0.4070964 ] [ 0.65529581 0.48935991 0.40502751 0.47257115 0.44026362] [ 0.75251609 0.31453388 0.52066433 0.22350646 0.39162857] [ 0.60797093 0.64648512 0.35037715 0.60465816 0.37940741] [ 0.57863421 0.58892701 0.38697666 0.45588759 0.48796989] [ 0.76567335 0.55330034 0.49532374 0.43085814 0.42627623] [ 0.21428119 0.62336655 0.45284561 0.89718981 0.69898535] [ 0.40317213 0.63717729 0.32531715 0.69324161 0.41722088] [ 0.41552761 0.53931079 0.4379701 0.4538558 0.61241777] [ 0.80143282 0.44163823 0.57038559 0.21254237 0.45532364] [ 0.3761217 0.52675678 0.38297123 0.64445214 0.58812011] [ 0.58900148 0.5838898 0.42280306 0.63654234 0.47308294] [ 0.19565649 0.48533847 0.38632333 0.7513907 0.57018444] [ 0.49154832 0.44249416 0.5866665 0.5372988 0.46683945] [ 0.18894957 0.73613983 0.37799501 0.75340616 0.47796789] [ 0.77820188 0.54434238 0.47487006 0.30470262 0.46293296] [ 0.46299923 0.58990903 0.50185807 0.74002534 0.61900061] [ 0.35927198 0.64707484 0.35276157 0.74289776 0.47312125] [ 0.47779178 0.473675 0.62059719 0.67983748 0.39643241] [ 0.44696632 0.55796942 0.43856924 0.52482041 0.37416115] [ 0.34136824 0.51834619 0.47236727 0.74514598 0.64692859] [ 0.59819345 0.48074487 0.50739949 0.62321005 0.38631825] [ 0.50195661 0.52646396 0.56248902 0.71130222 0.40848377] [ 0.7969065 0.37290071 0.5935791 0.20830087 0.35556256] [ 0.6656581 0.506712 0.41405124 0.65691555 0.43603395] [ 0.47904973 0.40542789 0.4173458 0.52300029 0.6058206 ] [ 0.64241816 0.59394025 0.538652 0.62534715 0.47023683] [ 0.51025222 0.64703237 0.58072997 0.55091659 0.46888988] [ 0.28650894 0.6411768 0.41431873 0.65591698 0.61151807] [ 0.59641577 0.6132821 0.42076174 0.66310781 0.36431645] [ 0.55589437 0.47731244 0.54400603 0.69590519 0.53473392] [ 0.53357477 0.59689309 0.4850725 0.53058691 0.51897246] [ 0.73425905 0.43385051 0.57238349 0.18196191 0.50386395] [ 0.46701549 0.475265 0.51357205 0.76442431 0.47906653] [ 0.64796979 0.53539589 0.48572108 0.59887603 0.44860101] [ 0.2453446 0.49760943 0.60166958 0.74102938 0.66043748] [ 0.67588979 0.56171555 0.53716494 0.48285354 0.51351846] [ 0.3756511 0.7192928 0.40883015 0.74824997 0.3770715 ] [ 0.48219239 0.60343431 0.40099834 0.58225918 0.42502293] [ 0.19317896 0.60168944 0.40469797 0.77605823 0.53868258] [ 0.42874615 0.53959683 0.5604114 0.77576267 0.59958327] [ 0.41572028 0.47543545 0.56284357 0.79152851 0.50261272] [ 0.24746476 0.69319138 0.43384661 0.7028579 0.58663666] [ 0.18276844 0.70111898 0.2805594 0.69716812 0.50802251] [ 0.76878164 0.3228482 0.60786716 0.25514971 0.4225412 ] [ 0.54248749 0.43015982 0.68566725 0.57488909 0.55663234] [ 0.60573806 0.46432868 0.5267335 0.6432176 0.31513122] [ 0.55317575 0.40777538 0.59019347 0.31672248 0.50163296] [ 0.48464908 0.43111027 0.62404014 0.39078361 0.50648804] [ 0.4806255 0.34687224 0.51937715 0.67850286 0.44095514] [ 0.7867974 0.48476219 0.43325614 0.21907871 0.34805158] [ 0.79893641 0.32727201 0.52496168 0.27884592 0.50302221] [ 0.35737237 0.69754758 0.40110918 0.62902902 0.334364 ] [ 0.34136824 0.51834619 0.47236727 0.74514598 0.64692859] [ 0.30603263 0.64213324 0.44413295 0.73399249 0.53340188] [ 0.70290938 0.55067989 0.41073224 0.54141877 0.50176154] [ 0.40088062 0.61470938 0.48914425 0.72070915 0.5445457 ] [ 0.57744473 0.49097566 0.5108425 0.72767207 0.45646602] [ 0.80680003 0.35328683 0.41907209 0.23728967 0.45451212] [ 0.83212785 0.32615159 0.46406746 0.1477201 0.33261327] [ 0.75003565 0.50978649 0.57670506 0.41290039 0.4284212 ] [ 0.73414343 0.39595749 0.6298426 0.33937593 0.37223728] [ 0.69382119 0.44317623 0.41051244 0.34215842 0.42263132] [ 0.74355501 0.53626349 0.43304042 0.39923337 0.3834248 ] [ 0.76038789 0.49382128 0.4771143 0.32220156 0.29097303] [ 0.87609501 0.39708022 0.4400635 0.32067101 0.3345226 ] [ 0.79808075 0.52966651 0.49272107 0.27265873 0.33790758] [ 0.53706616 0.40060365 0.58962574 0.67546927 0.36475263] [ 0.16882217 0.59505225 0.29474327 0.75530789 0.5417449 ] [ 0.75612919 0.39845053 0.58317273 0.61829528 0.40656959] [ 0.32234372 0.66584507 0.51207906 0.68805358 0.50787739] [ 0.23756232 0.52492761 0.49021448 0.73770726 0.62207113] [ 0.4256955 0.57755632 0.4067462 0.60793737 0.45452082] [ 0.25811094 0.68656756 0.28844757 0.66270716 0.45909464] [ 0.60087186 0.40791395 0.62289486 0.66598963 0.42823684] [ 0.72179758 0.41451443 0.42927096 0.67057409 0.28116707] [ 0.71284859 0.53966175 0.62404648 0.49303945 0.37392775] [ 0.65022877 0.50198158 0.51506653 0.4272713 0.48374777] [ 0.28322707 0.66938677 0.35578271 0.7346009 0.45646066] [ 0.67202389 0.59451671 0.37498547 0.3168935 0.29326882] [ 0.57524355 0.4352721 0.44512519 0.38194882 0.53824209] [ 0.6216768 0.58649453 0.2937938 0.63268827 0.43609653] [ 0.41972836 0.53872665 0.48557921 0.72346702 0.37283798] [ 0.44361195 0.58894001 0.47830693 0.32541165 0.38965391] [ 0.39635247 0.65771991 0.46448306 0.70885155 0.48746165] [ 0.3277894 0.52932685 0.41450031 0.70374981 0.41428201] [ 0.33875378 0.60123595 0.36322805 0.76922963 0.62087173] [ 0.46886834 0.52661906 0.5568332 0.62028884 0.43009631] [ 0.54704229 0.44343641 0.48654624 0.57328909 0.63528609] [ 0.43248503 0.52279213 0.57848717 0.72844481 0.51105812] [ 0.67908915 0.4956682 0.43115978 0.53065772 0.42613691] [ 0.83764056 0.4273884 0.56985788 0.35111903 0.36599729] [ 0.35178688 0.47803921 0.50460614 0.69650368 0.4268507 ] [ 0.58696379 0.66888607 0.40411313 0.44602497 0.48056859] [ 0.19807829 0.68526881 0.43740809 0.8106958 0.53687654] [ 0.56598628 0.56502613 0.41076611 0.49312916 0.39485495] [ 0.52256399 0.47036131 0.50535701 0.56994629 0.62059315] [ 0.72330875 0.49050623 0.54506176 0.40149877 0.45175163] [ 0.5455814 0.66899203 0.41091945 0.67220192 0.466442 ] [ 0.55879894 0.64606544 0.44455635 0.60195689 0.42156633] [ 0.83105041 0.25892755 0.55362378 0.16263655 0.43963931] [ 0.75873051 0.46648366 0.57580262 0.39851163 0.34054381] [ 0.73604145 0.41187191 0.56773626 0.25522492 0.44525224] [ 0.26032805 0.52081847 0.52519214 0.77098449 0.66582092] [ 0.51878281 0.44041204 0.58936925 0.4007335 0.37319318] [ 0.597869 0.34236609 0.47310236 0.33887702 0.45388455] [ 0.43882856 0.63625514 0.29339702 0.54198717 0.44869542] [ 0.58634238 0.43205981 0.49957675 0.42405266 0.45684204] [ 0.79437175 0.489378 0.56187835 0.22874986 0.46292372] [ 0.71405023 0.65630563 0.4558077 0.61447468 0.4339221 ] [ 0.85028093 0.44073779 0.4994532 0.27862934 0.36365975] [ 0.71754182 0.56538197 0.59514746 0.35402621 0.432014 ] [ 0.70860913 0.44563158 0.31405187 0.22489501 0.2751076 ] [ 0.21826473 0.59142136 0.459426 0.69205276 0.63465574] [ 0.49443739 0.51902158 0.39123553 0.45971733 0.47829976] [ 0.78457442 0.40497688 0.57014395 0.36432929 0.42224104] [ 0.68086279 0.40614857 0.5448631 0.44007324 0.47243877] [ 0.2201014 0.6242228 0.45773461 0.71050773 0.45964756] [ 0.31486114 0.47710273 0.50059886 0.45239331 0.61031785] [ 0.86340234 0.53009598 0.52942965 0.27050519 0.41850104] Progress: 47.8% ... Training loss: 0.481 ... Validation loss: 0.788[ 0.71774324 0.35339576 0.44688786 0.32513498 0.36573672] [ 0.46834662 0.53248419 0.53118183 0.750655 0.45730883] [ 0.61128032 0.36498621 0.50585346 0.17881277 0.43512736] [ 0.33425896 0.65674871 0.29157048 0.73871368 0.48301041] [ 0.48102502 0.589921 0.41933951 0.5795381 0.46392677] [ 0.50699589 0.37805133 0.60826878 0.41040687 0.59422872] [ 0.52257726 0.63469477 0.44637016 0.74305083 0.39518443] [ 0.43709291 0.47993004 0.4549415 0.59260743 0.47954668] [ 0.6335202 0.39982004 0.48650355 0.54258374 0.46315326] [ 0.89619476 0.26115374 0.57435807 0.09148169 0.38199626] [ 0.35254727 0.52397931 0.50152631 0.45800469 0.53870832] [ 0.51992459 0.56600913 0.48128908 0.4294108 0.46740858] [ 0.25869783 0.67204505 0.30660436 0.69590229 0.56820045] [ 0.45467329 0.60852541 0.58868811 0.80248871 0.59943527] [ 0.74279041 0.43435966 0.54648412 0.42613006 0.37535434] [ 0.66170902 0.64303115 0.33828117 0.44736203 0.45849112] [ 0.34189016 0.54984678 0.58369692 0.71382318 0.57223553] [ 0.58039693 0.49396218 0.40333982 0.56310718 0.41062066] [ 0.54226766 0.47000355 0.60598741 0.62503856 0.34588812] [ 0.74362673 0.3864877 0.50082684 0.3102373 0.39901079] [ 0.84206306 0.42113569 0.56695713 0.21382075 0.40604346] [ 0.4126433 0.57290645 0.31574254 0.66486174 0.43059612] [ 0.76514834 0.29939234 0.47637359 0.3129275 0.51250809] [ 0.27576485 0.53746262 0.58805371 0.79124662 0.594629 ] [ 0.37576861 0.70460532 0.37506099 0.74377424 0.37125848] [ 0.77432796 0.55668163 0.55781487 0.40463689 0.42206869] [ 0.1347544 0.58127325 0.41764298 0.82517849 0.60311583] [ 0.68050802 0.47683891 0.48062331 0.34845886 0.48597169] [ 0.4128157 0.63225574 0.58722447 0.62542888 0.44715767] [ 0.51070447 0.60554998 0.41851815 0.6779554 0.46516479] [ 0.65984269 0.41788689 0.53901026 0.66398436 0.40896322] [ 0.60776313 0.3641781 0.63301375 0.27721494 0.58894979] [ 0.72620366 0.40692938 0.56849813 0.12917503 0.42742209] [ 0.6638804 0.36928361 0.69220745 0.35451832 0.45709469] [ 0.42562295 0.6169023 0.42788846 0.64338258 0.49181244] [ 0.66860608 0.39353644 0.62544836 0.73423463 0.39511523] [ 0.45697866 0.52104471 0.57358622 0.73063623 0.47546373] [ 0.67202891 0.41680139 0.59544618 0.20061016 0.52983891] [ 0.43963564 0.68585043 0.45161558 0.69047057 0.61312071] [ 0.32272782 0.65960845 0.28741001 0.5894105 0.4310372 ] [ 0.73424164 0.41241093 0.46588911 0.28825927 0.28025871] [ 0.66536597 0.47762525 0.48704106 0.34873238 0.42512428] [ 0.49774291 0.39383067 0.5522038 0.77710902 0.42801818] [ 0.52671895 0.48730334 0.60588302 0.58185657 0.6020881 ] [ 0.35201786 0.5679436 0.56723763 0.63172495 0.45561673] [ 0.89056806 0.30886005 0.59836391 0.22287806 0.38224905] [ 0.79743503 0.42287068 0.54123509 0.24808585 0.4214563 ] [ 0.50600861 0.53894115 0.48078691 0.68345558 0.46278139] [ 0.60467282 0.48673972 0.48896289 0.57713561 0.44030931] [ 0.18241553 0.63281616 0.37235827 0.91188253 0.60708008] [ 0.68024975 0.44950041 0.41258287 0.61522136 0.29343342] [ 0.52070266 0.49269724 0.48926892 0.64341947 0.61847328] [ 0.61214239 0.4463916 0.42253925 0.69007478 0.40401955] [ 0.44393216 0.48839065 0.46783945 0.80076646 0.39871487] [ 0.46227824 0.44157054 0.42660199 0.55347244 0.45135546] [ 0.47460527 0.42081468 0.6018207 0.50203217 0.48231264] [ 0.57800641 0.38266875 0.59091707 0.63468087 0.45628253] [ 0.78183722 0.49269705 0.55477833 0.21568132 0.49815309] [ 0.5111743 0.42062729 0.50319555 0.48217776 0.34731847] [ 0.61028014 0.59464317 0.46169077 0.42304085 0.45509299] [ 0.65256146 0.5168979 0.40709637 0.34508105 0.48236233] [ 0.62458548 0.45144757 0.50968862 0.65926794 0.34221126] [ 0.77710084 0.45275057 0.53405806 0.36254608 0.40376013] [ 0.4964271 0.63436694 0.3403401 0.43395596 0.45872835] [ 0.68978216 0.38663834 0.62089865 0.42369427 0.36664536] [ 0.652221 0.41839194 0.44853771 0.60548382 0.39348612] [ 0.85752649 0.33833336 0.66261165 0.23107076 0.40461939] [ 0.43946574 0.54037442 0.36680698 0.63304153 0.5917396 ] [ 0.63770523 0.44418869 0.56401396 0.3712957 0.56144412] [ 0.75768321 0.44202731 0.53059403 0.51197654 0.35002073] [ 0.31548288 0.49074827 0.49550017 0.76493581 0.46753482] [ 0.32228292 0.49454506 0.4296983 0.69296742 0.59524201] [ 0.29052471 0.6415281 0.39443757 0.81126126 0.45568886] [ 0.70661102 0.39167219 0.43990547 0.31342107 0.42455876] [ 0.44365297 0.60373523 0.54241041 0.58391539 0.6565036 ] [ 0.68953465 0.52994047 0.57674239 0.41333532 0.49754222] [ 0.38589964 0.57847148 0.32083238 0.72436942 0.37197995] [ 0.42658937 0.67076084 0.37316701 0.48208119 0.40145955] [ 0.59998208 0.46581824 0.56992618 0.74205214 0.51590912] [ 0.63041298 0.53231406 0.42536354 0.67921024 0.32572351] [ 0.70704841 0.45941144 0.61820362 0.29570306 0.50957655] [ 0.44474272 0.60882701 0.46519958 0.62519694 0.58722989] [ 0.19815335 0.51333712 0.57929918 0.90464286 0.67402402] [ 0.21982279 0.61040037 0.44915175 0.82514102 0.61946668] [ 0.84716424 0.3334382 0.58171928 0.13978094 0.38219839] [ 0.75702246 0.42444772 0.40927488 0.63349756 0.3924406 ] [ 0.67947509 0.51145523 0.46041781 0.60822329 0.43735339] [ 0.42087881 0.45337149 0.59424641 0.59559456 0.39754739] [ 0.63465025 0.34453338 0.49906194 0.58704998 0.50169178] [ 0.3356619 0.59476326 0.48785203 0.61154741 0.49820763] [ 0.6738553 0.46076542 0.55400104 0.2566555 0.46633858] [ 0.23581269 0.66626688 0.38313923 0.61910016 0.49104488] [ 0.76722625 0.34480998 0.60965167 0.51042767 0.37151279] [ 0.48009862 0.65325462 0.41435177 0.76688394 0.52156736] [ 0.79241178 0.44313058 0.45920595 0.38157693 0.44919556] [ 0.21850509 0.53215457 0.35308235 0.8880769 0.52263097] [ 0.44673205 0.55753909 0.32584558 0.61517153 0.48318556] [ 0.50549121 0.63484536 0.52353705 0.51424514 0.4687457 ] [ 0.48689532 0.50289138 0.50096743 0.75207601 0.48046308] [ 0.31575756 0.73310027 0.40660333 0.78936685 0.52169377] [ 0.1140375 0.64723944 0.55029895 0.81988209 0.6690226 ] [ 0.76533377 0.51015297 0.46297025 0.31270842 0.27358342] [ 0.57452783 0.48028664 0.48219518 0.66900997 0.34804813] [ 0.60076952 0.56556229 0.42853335 0.60019359 0.36402787] [ 0.30554311 0.47580853 0.53828711 0.74772533 0.59087988] [ 0.53340672 0.49167114 0.46920692 0.63872943 0.34410525] [ 0.72798633 0.41951812 0.4921424 0.25355055 0.43576944] [ 0.35917752 0.54173082 0.49511593 0.83576228 0.5528236 ] [ 0.4140291 0.55812229 0.52374869 0.81556279 0.55366593] [ 0.28716297 0.5197492 0.46736089 0.67849075 0.61062844] [ 0.42050248 0.65488648 0.25582778 0.67954152 0.473722 ] [ 0.75702246 0.42444772 0.40927488 0.63349756 0.3924406 ] [ 0.5840721 0.33947419 0.66530279 0.66781568 0.48981048] [ 0.73365517 0.38263495 0.59132459 0.41287882 0.37948907] [ 0.59846194 0.48704823 0.58950503 0.65654368 0.48304213] [ 0.72506679 0.41296109 0.43099061 0.32483814 0.42576573] [ 0.16868469 0.64543081 0.4563182 0.80996811 0.46806116] [ 0.58922257 0.45277505 0.51362894 0.612022 0.34636696] [ 0.22339895 0.6135804 0.35009651 0.72284431 0.53614559] [ 0.58978729 0.51502807 0.36372422 0.61611745 0.39107998] [ 0.4820905 0.52845657 0.46604249 0.75735728 0.38890136] [ 0.6321246 0.43102642 0.57805339 0.39147608 0.49074307] [ 0.26485751 0.58488254 0.3893632 0.83570631 0.50057562] [ 0.71714386 0.46366786 0.49774435 0.26642664 0.44127682] [ 0.32868972 0.53903038 0.49842367 0.75863717 0.5676571 ] [ 0.67854592 0.36827313 0.54889883 0.50790596 0.39206318] [ 0.39002871 0.55697743 0.55517819 0.72173203 0.53886875] [ 0.26900153 0.63839738 0.37759012 0.70597372 0.50333442] Progress: 47.9% ... Training loss: 0.481 ... Validation loss: 0.788[ 0.30918635 0.57326197 0.50471949 0.86101953 0.52776536] [ 0.74419575 0.38639328 0.44085296 0.30949344 0.40092597] [ 0.43923632 0.44962001 0.6129373 0.45286265 0.48450083] [ 0.66439672 0.48782641 0.47459515 0.40791931 0.42376427] [ 0.71645678 0.38588045 0.63993063 0.45950851 0.41612578] [ 0.42045498 0.55217786 0.43093136 0.697317 0.58595638] [ 0.8594582 0.26674903 0.50925104 0.23464901 0.37094021] [ 0.50276028 0.60754937 0.51420414 0.47073921 0.44035194] [ 0.63118738 0.44522141 0.47921865 0.72265924 0.39167471] [ 0.36905743 0.51669157 0.49779019 0.67190054 0.59962474] [ 0.68864732 0.40882432 0.6170616 0.4099809 0.39953056] [ 0.51659469 0.38874477 0.55317728 0.39514843 0.35939784] [ 0.39936453 0.67140636 0.42404761 0.63217564 0.42098738] [ 0.60486362 0.50014449 0.48283999 0.35388729 0.51257076] [ 0.43923615 0.51003114 0.52881976 0.82548169 0.44248699] [ 0.6929518 0.42790813 0.60131708 0.53852888 0.33116599] [ 0.18093758 0.50866739 0.37828291 0.89044712 0.54478395] [ 0.40200959 0.61414055 0.48933721 0.72023105 0.54439389] [ 0.64742355 0.56192349 0.55668657 0.24499563 0.44150471] [ 0.26013692 0.73903785 0.32255622 0.83777345 0.59419775] [ 0.13351157 0.67530098 0.37356334 0.86519733 0.51463215] [ 0.39052396 0.65408888 0.49875453 0.64356214 0.54658275] [ 0.32522806 0.53532384 0.44685701 0.63068425 0.54569643] [ 0.37074712 0.57084388 0.48380312 0.73195344 0.52626991] [ 0.60039276 0.4592672 0.47447613 0.51706275 0.28966792] [ 0.60925168 0.47168222 0.48967278 0.45043481 0.35729232] [ 0.74705615 0.39123245 0.68181094 0.35558215 0.40412154] [ 0.35273399 0.51697396 0.59087291 0.80926271 0.49167089] [ 0.33344933 0.47020046 0.46265967 0.72266924 0.45500401] [ 0.86509381 0.32718296 0.6024755 0.14135566 0.32447249] [ 0.66009635 0.40867994 0.46872514 0.5463743 0.33171834] [ 0.23898732 0.65971779 0.32047159 0.82997964 0.43864659] [ 0.43206977 0.58029375 0.42404511 0.75922259 0.3526639 ] [ 0.54853565 0.50490449 0.46811367 0.57741437 0.38804659] [ 0.34658415 0.57196912 0.44977017 0.65458113 0.6455593 ] [ 0.49890524 0.41204875 0.4012159 0.57993614 0.49243714] [ 0.51227167 0.42744235 0.63357719 0.47536936 0.44518059] [ 0.29496491 0.70621659 0.41089799 0.77279618 0.54644921] [ 0.40918699 0.58247268 0.56878883 0.56339837 0.54089985] [ 0.50494105 0.39350202 0.58690359 0.58824128 0.58878631] [ 0.62198639 0.5566678 0.44011393 0.49402993 0.55435866] [ 0.27998434 0.58826012 0.41673908 0.57092972 0.54343917] [ 0.48934684 0.50955201 0.57549313 0.71420873 0.37461847] [ 0.32344728 0.67132836 0.43134322 0.64520089 0.40279246] [ 0.55580741 0.64826083 0.34232625 0.49106399 0.45867875] [ 0.21736348 0.53990883 0.38219514 0.76483722 0.53529254] [ 0.39754352 0.53606397 0.51097844 0.54279964 0.53657402] [ 0.16572798 0.64979323 0.360624 0.91803245 0.47204211] [ 0.21816524 0.57035254 0.3507288 0.91242494 0.65859435] [ 0.67885201 0.45998432 0.62112269 0.61153434 0.45485572] [ 0.24715734 0.66660972 0.53310829 0.714247 0.63297407] [ 0.27021508 0.66434564 0.33983898 0.74896678 0.63670794] [ 0.16094195 0.72919534 0.36884223 0.65901997 0.59604341] [ 0.48337493 0.46321938 0.48099619 0.38521551 0.52148998] [ 0.62221388 0.66072521 0.47178396 0.51112612 0.39772291] [ 0.62513051 0.58658928 0.63174119 0.52850396 0.46070961] [ 0.47361933 0.51791623 0.64125675 0.62118705 0.5163258 ] [ 0.36076062 0.61888205 0.37392023 0.61823284 0.56454237] [ 0.41861568 0.60928027 0.25601336 0.71705472 0.524009 ] [ 0.59063765 0.43606833 0.48653635 0.37843681 0.39854319] [ 0.43470265 0.58465187 0.57214204 0.55419667 0.50807617] [ 0.62008061 0.4438407 0.5428654 0.49656474 0.52144467] [ 0.38385799 0.46213106 0.40822609 0.65171312 0.42615505] [ 0.38935434 0.46652868 0.61496687 0.59256988 0.54755858] [ 0.41965697 0.62104193 0.46806238 0.53348012 0.4062393 ] [ 0.47079233 0.45880031 0.41032706 0.62162364 0.44628861] [ 0.53409641 0.38833152 0.45557247 0.34586241 0.5280026 ] [ 0.3629735 0.45791975 0.50319928 0.66998495 0.61076825] [ 0.57692273 0.65391422 0.42009632 0.57127969 0.53386473] [ 0.35364016 0.73988899 0.27770988 0.76946149 0.56822975] [ 0.40552458 0.60672381 0.38277313 0.6658073 0.3149564 ] [ 0.55820627 0.44423561 0.46380392 0.38422104 0.45680352] [ 0.55349115 0.48690483 0.48425032 0.46902412 0.432959 ] [ 0.27837505 0.54888653 0.44809246 0.73198598 0.44900562] [ 0.5752286 0.63584038 0.34741745 0.47239973 0.48783187] [ 0.56794233 0.64544428 0.51241728 0.55700012 0.47947745] [ 0.33075065 0.54053208 0.48687367 0.50105402 0.54627466] [ 0.74919282 0.46315608 0.47451803 0.30615665 0.40076067] [ 0.62534004 0.51426474 0.37970597 0.48222256 0.34857242] [ 0.30286136 0.61736026 0.34010619 0.59235689 0.46416936] [ 0.37346834 0.51299224 0.47534112 0.6837438 0.53052485] [ 0.3849477 0.53607928 0.39452026 0.62460854 0.38141494] [ 0.36233073 0.69735322 0.39043793 0.76352589 0.46054653] [ 0.62665164 0.5773466 0.60241624 0.57866094 0.47676892] [ 0.42065381 0.54909095 0.49727621 0.69493996 0.42887154] [ 0.53580101 0.41590417 0.48911281 0.64899 0.42295682] [ 0.67484406 0.42319963 0.62784048 0.66860105 0.34246336] [ 0.61600773 0.51532967 0.51138367 0.3792229 0.49168112] [ 0.59907131 0.45446367 0.48585614 0.46370091 0.48782458] [ 0.73006789 0.34071548 0.51630007 0.30222123 0.33327444] [ 0.66524558 0.50808709 0.60198376 0.43439157 0.39259131] [ 0.52158182 0.3946885 0.55129312 0.40349787 0.32771136] [ 0.5168987 0.46803824 0.50557289 0.40679766 0.58946309] [ 0.5573675 0.55939002 0.41663442 0.66206665 0.5658261 ] [ 0.53282921 0.52723157 0.44676856 0.63815328 0.37182808] [ 0.36573556 0.6953289 0.2376998 0.74602075 0.44798579] [ 0.83933668 0.41997956 0.50974951 0.20843522 0.33779929] [ 0.3304186 0.4965174 0.63129947 0.63498096 0.59058923] [ 0.52772454 0.54932536 0.46266978 0.55158966 0.50901312] [ 0.68566756 0.51131989 0.42557814 0.44172477 0.38768644] [ 0.66979781 0.55511173 0.43878685 0.56836138 0.54353171] [ 0.65525061 0.45519235 0.5699311 0.47657258 0.42097245] [ 0.73093638 0.46772315 0.48771088 0.30565693 0.50288426] [ 0.71086868 0.51698899 0.49741768 0.39191895 0.38321404] [ 0.26317804 0.6648811 0.39123719 0.60239952 0.45075356] [ 0.3404188 0.60861348 0.41168437 0.70224864 0.4244986 ] [ 0.52047033 0.58349814 0.52269567 0.4287347 0.43161567] [ 0.83279713 0.36764055 0.56166729 0.16839919 0.38981825] [ 0.85475986 0.43053611 0.49284444 0.33291746 0.41124324] [ 0.27982618 0.65768264 0.26183801 0.85459847 0.52943089] [ 0.41643269 0.5390396 0.43803854 0.45338619 0.61236396] [ 0.56496637 0.56019472 0.48331362 0.37117371 0.51028149] [ 0.60084468 0.5004825 0.53037248 0.29859577 0.54367245] [ 0.70321096 0.38842236 0.52441641 0.43016888 0.44760029] [ 0.65267474 0.39904325 0.50691267 0.33226584 0.37053599] [ 0.69916674 0.32853037 0.56468689 0.34038837 0.50895546] [ 0.54376589 0.52228406 0.46807787 0.671775 0.39323012] [ 0.68797795 0.40730712 0.64342086 0.51870166 0.46861163] [ 0.69893781 0.46097169 0.64897094 0.350897 0.486679 ] [ 0.66103097 0.56154968 0.54398896 0.49813029 0.45628006] [ 0.56273919 0.45365056 0.4970866 0.48523815 0.42753609] [ 0.5334489 0.67522459 0.47895642 0.52593979 0.54014184] [ 0.26100829 0.62445954 0.37379903 0.83614517 0.38956702] [ 0.75712086 0.52914672 0.34355402 0.54120062 0.42079049] [ 0.72307267 0.55199199 0.57612486 0.47454239 0.39999437] [ 0.67059941 0.54633371 0.34508364 0.39674859 0.43492895] [ 0.84507176 0.52999835 0.59575699 0.33686906 0.34766338] [ 0.44476322 0.57992586 0.34709875 0.54532317 0.44287269] Progress: 47.9% ... Training loss: 0.481 ... Validation loss: 0.785[ 0.59217784 0.45904143 0.60937605 0.48740296 0.42428905] [ 0.26472666 0.47940651 0.44911713 0.82462874 0.45346329] [ 0.35180014 0.55434283 0.43774246 0.65936229 0.43169366] [ 0.55566023 0.35583226 0.51609895 0.35866993 0.48117185] [ 0.64999595 0.58049336 0.46881314 0.39797111 0.37037015] [ 0.5814156 0.5220184 0.43596286 0.78378443 0.36355444] [ 0.60376704 0.54134473 0.41299727 0.4663013 0.42335942] [ 0.51042223 0.4922549 0.47087609 0.72790796 0.54245008] [ 0.69193637 0.48098607 0.42776239 0.71285764 0.40009108] [ 0.58043897 0.42146849 0.49513503 0.63708174 0.3733783 ] [ 0.3531093 0.58222291 0.44663342 0.82045672 0.54324834] [ 0.77075377 0.43647277 0.57330911 0.36146689 0.37668817] [ 0.56983828 0.49900226 0.46051589 0.46020977 0.43940986] [ 0.41290305 0.68023759 0.56906911 0.54686934 0.5501102 ] [ 0.69146032 0.51656834 0.42636594 0.45259879 0.39594349] [ 0.68325616 0.4296058 0.38866642 0.29381719 0.3106242 ] [ 0.60779174 0.4200361 0.59191906 0.59989059 0.30371859] [ 0.57300021 0.64935872 0.32735245 0.51199628 0.39010771] [ 0.44358872 0.58289123 0.63454121 0.49439851 0.51495829] [ 0.65498064 0.32626745 0.63240308 0.6375882 0.45852642] [ 0.66098157 0.46717789 0.51804429 0.64732173 0.26641307] [ 0.33201449 0.63584452 0.58130284 0.69122139 0.65208287] [ 0.25313359 0.6011646 0.37006174 0.8583076 0.50351131] [ 0.42863884 0.56969401 0.39628335 0.72896692 0.57319793] [ 0.31544644 0.66528447 0.29307323 0.73962682 0.53884396] [ 0.82349093 0.39856809 0.40875974 0.32465565 0.35375126] [ 0.51393515 0.51425472 0.49641954 0.82685416 0.51960347] [ 0.49637251 0.45222867 0.49204209 0.39417197 0.61728806] [ 0.68050531 0.54494214 0.42938839 0.41932178 0.47297551] [ 0.51343398 0.46949703 0.56957017 0.50656936 0.58528614] [ 0.34435763 0.62555757 0.45247233 0.79416791 0.40768869] [ 0.84880102 0.44884342 0.52177283 0.3316841 0.39284606] [ 0.58030914 0.40272047 0.61087632 0.30368964 0.56728456] [ 0.4312518 0.5756753 0.54982059 0.49732319 0.39876464] [ 0.69893851 0.53895942 0.4068815 0.20369424 0.36029534] [ 0.70601723 0.53662452 0.29095492 0.35275623 0.3949564 ] [ 0.44345928 0.49732339 0.51788994 0.5289621 0.50395239] [ 0.75872446 0.39520433 0.61688904 0.23877619 0.37607334] [ 0.67288601 0.54512106 0.5525655 0.49436958 0.38765496] [ 0.65720831 0.39857364 0.54588311 0.59705481 0.44922647] [ 0.60835823 0.50722086 0.52006618 0.54890757 0.3578083 ] [ 0.45617005 0.58527274 0.65187788 0.53572442 0.55395153] [ 0.29372669 0.55668372 0.47600155 0.58541017 0.53759878] [ 0.67425429 0.54988237 0.38374772 0.32733057 0.37523935] [ 0.22519102 0.69640149 0.34828803 0.86551381 0.56764633] [ 0.37341752 0.53514141 0.47169397 0.8480069 0.51025074] [ 0.44683473 0.48083308 0.50287125 0.46803522 0.65372014] [ 0.44129569 0.49181805 0.51804684 0.6759428 0.43269148] [ 0.54372348 0.58939146 0.39630917 0.41562342 0.38097171] [ 0.39188606 0.52563732 0.36571119 0.84953843 0.41494662] [ 0.62565026 0.5862867 0.63186291 0.5281387 0.46059074] [ 0.50758699 0.73066781 0.25498385 0.71053087 0.39717211] [ 0.51868036 0.37556411 0.50703581 0.76556368 0.49316505] [ 0.7255293 0.41600537 0.6490924 0.61137058 0.40001524] [ 0.56609024 0.47004694 0.39295327 0.47980858 0.34843678] [ 0.45516751 0.69585361 0.35966118 0.51058632 0.56835945] [ 0.40450612 0.50995061 0.68553593 0.6549852 0.5111079 ] [ 0.70746241 0.34522088 0.53593336 0.50144957 0.32779364] [ 0.51399044 0.58858084 0.38735721 0.64390149 0.38299683] [ 0.40365472 0.47600065 0.41283667 0.42119854 0.58315151] [ 0.43477954 0.54800402 0.45424846 0.47936774 0.53361377] [ 0.21877372 0.70995507 0.477584 0.8088133 0.55379331] [ 0.32811569 0.40396295 0.5211106 0.8705311 0.61426904] [ 0.73431051 0.31982033 0.52139944 0.32734895 0.45103379] [ 0.3144578 0.57398324 0.53059778 0.80388122 0.53904538] [ 0.71248945 0.45637445 0.57339042 0.53117922 0.43570725] [ 0.88617954 0.3150964 0.57866263 0.16126225 0.41842863] [ 0.83598857 0.44663608 0.46540257 0.29885433 0.39473804] [ 0.48519923 0.56361908 0.52459045 0.50452167 0.62196756] [ 0.75832639 0.2874775 0.48182873 0.39878552 0.49638347] [ 0.68257709 0.32443837 0.63853764 0.27683068 0.35029712] [ 0.54754835 0.63179463 0.46973074 0.54836912 0.44845695] [ 0.56320882 0.58154006 0.58075184 0.47786672 0.44893226] [ 0.56711129 0.53833828 0.49198361 0.32274773 0.30360392] [ 0.69133983 0.61668708 0.44338832 0.36973288 0.42968846] [ 0.66309162 0.39321479 0.56043035 0.54496748 0.40517643] [ 0.78111316 0.48049389 0.46516682 0.36597087 0.31705794] [ 0.4877129 0.48441516 0.59153893 0.67537215 0.35604689] [ 0.59651866 0.46463952 0.45083467 0.41638343 0.38149137] [ 0.52782254 0.61318062 0.49561258 0.61918099 0.458037 ] [ 0.59735546 0.40978064 0.39474663 0.40794221 0.38906628] [ 0.61468683 0.43363899 0.39035432 0.38011368 0.38418888] [ 0.18570907 0.62168496 0.38976617 0.77600014 0.62517276] [ 0.63528458 0.62997515 0.51061648 0.3644133 0.59789592] [ 0.78997884 0.45531485 0.60256986 0.6186708 0.31056192] [ 0.48790853 0.56684293 0.34823842 0.61235279 0.54777215] [ 0.60263763 0.61043129 0.35627285 0.51654982 0.36628159] [ 0.36420856 0.62556173 0.42966595 0.60223612 0.62273966] [ 0.35886426 0.60142742 0.33455735 0.64405353 0.60917367] [ 0.55549818 0.55188372 0.51389342 0.5047887 0.40572672] [ 0.734799 0.40781634 0.48197873 0.34396848 0.44639186] [ 0.5840941 0.50542748 0.52997693 0.45568282 0.38922994] [ 0.58412638 0.36791674 0.48986991 0.25079694 0.42901549] [ 0.42301475 0.53795583 0.60453585 0.42132491 0.41374194] [ 0.57948297 0.5418647 0.40268694 0.48008093 0.48929596] [ 0.24377935 0.64816705 0.34146103 0.77667344 0.56181149] [ 0.43892232 0.64395964 0.39894794 0.61703091 0.53065187] [ 0.76652547 0.48508159 0.5666002 0.4650326 0.49263342] [ 0.3118774 0.51645377 0.35100173 0.56862124 0.53362002] [ 0.60468824 0.37195247 0.53438894 0.60211219 0.39214332] [ 0.40153302 0.57073046 0.26486558 0.61277156 0.50755153] [ 0.52739949 0.55635811 0.42516344 0.77095713 0.38159149] [ 0.85823455 0.40988127 0.49576029 0.3467811 0.41351653] [ 0.42629813 0.6773804 0.31415248 0.58759635 0.47075549] [ 0.58648057 0.45776431 0.66711694 0.77602722 0.42251266] [ 0.16473319 0.63745547 0.46856017 0.79983494 0.5775944 ] [ 0.65986921 0.41776083 0.53903252 0.66364657 0.40896583] [ 0.34335083 0.55538645 0.3070459 0.51740203 0.42788 ] [ 0.51173107 0.58067201 0.39582316 0.47781197 0.42906888] [ 0.77993021 0.4640574 0.62073752 0.43541836 0.3785775 ] [ 0.56220401 0.47095563 0.39498324 0.52637101 0.56053513] [ 0.75535635 0.48723509 0.48930011 0.26339628 0.35821757] [ 0.79400757 0.41789443 0.4907005 0.23560789 0.38383638] [ 0.59101195 0.47687321 0.46964173 0.51096227 0.40084076] [ 0.70564583 0.32813794 0.52274357 0.3112221 0.38142284] [ 0.61649639 0.6003624 0.375158 0.56600665 0.50213575] [ 0.34981995 0.49492976 0.49756506 0.68402273 0.49715275] [ 0.19230812 0.63150054 0.4560525 0.70180086 0.49267711] [ 0.47935791 0.58730641 0.50441116 0.57539902 0.5846423 ] [ 0.64233492 0.45279158 0.69077583 0.65577601 0.44005144] [ 0.62939292 0.40532415 0.29401058 0.37031136 0.42594221] [ 0.74190736 0.45444948 0.53913206 0.45636902 0.39646489] [ 0.53321571 0.53911164 0.53298992 0.38045027 0.47671486] [ 0.58727472 0.42931805 0.48335549 0.56842118 0.49484691] [ 0.61241055 0.40633967 0.57499125 0.65187704 0.31072215] [ 0.4978344 0.4310674 0.43998921 0.78542148 0.4101911 ] [ 0.32626107 0.51953821 0.44695999 0.75850444 0.39932858] [ 0.78803775 0.42961685 0.40066037 0.47238648 0.31401544] Progress: 48.0% ... Training loss: 0.480 ... Validation loss: 0.786[ 0.37770273 0.53148566 0.54486965 0.44892094 0.75759813] [ 0.66072466 0.54719216 0.40675135 0.32132855 0.33324412] [ 0.50948581 0.47180589 0.51417173 0.52139461 0.44898857] [ 0.22061839 0.68444176 0.38999083 0.8085198 0.44182213] [ 0.7438932 0.47479744 0.55762201 0.40365247 0.43346885] [ 0.77019419 0.312389 0.59271068 0.17078282 0.35084539] [ 0.50955292 0.53405599 0.49797008 0.50452807 0.57349473] [ 0.37826147 0.48933027 0.51982951 0.74447396 0.50904812] [ 0.40591698 0.44929681 0.60797126 0.74060183 0.37525824] [ 0.76327344 0.52750512 0.41387556 0.5490395 0.52301651] [ 0.78743845 0.49195442 0.52349508 0.37664095 0.34544644] [ 0.38060634 0.54828427 0.36417562 0.48108809 0.38942836] [ 0.66425646 0.50712842 0.55158661 0.17518472 0.50729321] [ 0.15704955 0.71358271 0.37745532 0.8258664 0.47127381] [ 0.83861124 0.45054746 0.55042264 0.24888671 0.43280456] [ 0.87897858 0.44291299 0.35490842 0.25528321 0.24549452] [ 0.66141753 0.52447794 0.4077098 0.41817804 0.36187302] [ 0.66804225 0.44697706 0.65965875 0.67135999 0.40854086] [ 0.3858206 0.62145947 0.50082916 0.55201129 0.5722101 ] [ 0.54842362 0.53620023 0.65520788 0.61369043 0.52478163] [ 0.50082395 0.60411133 0.57965881 0.64380741 0.5951705 ] [ 0.61270509 0.47066228 0.51614575 0.49816708 0.59963906] [ 0.74897283 0.44441963 0.41993466 0.28304309 0.31527225] [ 0.48524257 0.57926175 0.42248649 0.72606565 0.44148272] [ 0.31938239 0.56862186 0.45511173 0.87190687 0.61202052] [ 0.49492161 0.55457367 0.48826248 0.42957181 0.4349234 ] [ 0.68926003 0.48897317 0.5507266 0.58562637 0.48064712] [ 0.44457841 0.48888 0.46822592 0.60440911 0.43772687] [ 0.41963658 0.57149855 0.41311033 0.51324813 0.44430142] [ 0.74011578 0.35823334 0.45153077 0.30265739 0.3742072 ] [ 0.69235979 0.42083719 0.38296235 0.41073829 0.57329989] [ 0.61195723 0.44582451 0.41536743 0.67306173 0.35154076] [ 0.70569374 0.51758511 0.61330956 0.43057756 0.42387471] [ 0.57230812 0.53841327 0.45514145 0.68496796 0.35608105] [ 0.31863429 0.68278792 0.44910099 0.73247998 0.35607156] [ 0.68191641 0.60569866 0.34306565 0.42830953 0.38218984] [ 0.80855602 0.3605432 0.67190019 0.232215 0.44165262] [ 0.32470227 0.62728965 0.52170282 0.86043872 0.63493251] [ 0.72682029 0.53321553 0.60092751 0.40618749 0.46137084] [ 0.68865778 0.48386677 0.36173244 0.3451729 0.41397071] [ 0.8951745 0.40835209 0.48470852 0.23294699 0.32347844] [ 0.34118654 0.62065758 0.46652033 0.60352629 0.41923965] [ 0.66527221 0.56331404 0.39807873 0.47202041 0.33110055] [ 0.67222831 0.43391999 0.43534097 0.21367268 0.30708887] [ 0.51257483 0.45588173 0.53349142 0.7154003 0.48166545] [ 0.78869141 0.31257131 0.57493566 0.32021459 0.49748559] [ 0.28425869 0.6320389 0.31845365 0.72577685 0.52357906] [ 0.85410977 0.39572827 0.5467083 0.31664214 0.3060349 ] [ 0.66628376 0.4935345 0.48466509 0.62902041 0.41789416] [ 0.29381469 0.55667342 0.47600971 0.58528846 0.53759172] [ 0.42824093 0.51932579 0.53178862 0.79950084 0.45794671] [ 0.62472289 0.52247091 0.53973701 0.37669491 0.52922602] [ 0.55478725 0.4451049 0.61361651 0.71229938 0.49860436] [ 0.53053868 0.64405003 0.42939142 0.57160784 0.40409702] [ 0.73156462 0.53829049 0.49605208 0.48501838 0.45537201] [ 0.50843862 0.55421025 0.51264139 0.53841566 0.55174452] [ 0.46395154 0.57982792 0.43038433 0.66995758 0.47480816] [ 0.18882523 0.58648907 0.58231837 0.8233075 0.55368127] [ 0.65500667 0.32623341 0.63241232 0.63749485 0.45851603] [ 0.52332439 0.53667247 0.38433136 0.56782685 0.52951272] [ 0.77894863 0.30180744 0.59500249 0.33742076 0.45865284] [ 0.5255712 0.61577243 0.44645588 0.66554752 0.4587751 ] [ 0.41198224 0.57128562 0.36978735 0.68639052 0.4787957 ] [ 0.87228013 0.39326036 0.62628133 0.14157196 0.33012473] [ 0.81840342 0.31812577 0.47771761 0.29320327 0.48973191] [ 0.26062048 0.60358932 0.50249211 0.72440817 0.45401554] [ 0.41200776 0.55198469 0.50665739 0.69545148 0.63170728] [ 0.48322833 0.40165351 0.43444144 0.50451639 0.56252668] [ 0.52102624 0.66660952 0.3032334 0.57702804 0.47673416] [ 0.70175663 0.4896252 0.61015259 0.39140076 0.46798167] [ 0.28723641 0.50387346 0.60905213 0.77283081 0.68343674] [ 0.63763905 0.51949093 0.44228768 0.39003848 0.46426746] [ 0.18860918 0.64642151 0.52072105 0.8620072 0.56190164] [ 0.56519848 0.50168275 0.50868697 0.75594855 0.41222179] [ 0.63201595 0.37057768 0.60336178 0.31631794 0.41543557] [ 0.5714054 0.53568587 0.52102049 0.45560208 0.43172862] [ 0.52378373 0.49367939 0.51592864 0.32382652 0.52542069] [ 0.59571989 0.37981535 0.46270994 0.33359106 0.36652387] [ 0.70482417 0.44765447 0.46033964 0.19376022 0.26821639] [ 0.64767193 0.54533849 0.44577539 0.35090458 0.41713876] [ 0.55906757 0.47217742 0.33885913 0.41796578 0.44502477] [ 0.46978454 0.38917723 0.47162862 0.50609924 0.64114213] [ 0.5526602 0.48164236 0.4181394 0.38997412 0.45082459] [ 0.28499027 0.70911511 0.38055844 0.61588245 0.45108448] [ 0.60042266 0.42832893 0.627396 0.59528297 0.4110182 ] [ 0.3211377 0.5414339 0.52298243 0.67931727 0.54248928] [ 0.55633068 0.56900555 0.46263385 0.60840853 0.55417486] [ 0.35973378 0.57329371 0.32555277 0.79796092 0.33693883] [ 0.4848797 0.6332354 0.41848315 0.59424532 0.59168229] [ 0.39519944 0.56380323 0.41398808 0.76730284 0.34580223] [ 0.73541303 0.53315792 0.46603002 0.32046572 0.47843996] [ 0.7019423 0.36847483 0.43840594 0.5097721 0.29992675] [ 0.26951262 0.57111693 0.46957368 0.65056752 0.65091428] [ 0.21381727 0.63054905 0.42595446 0.87724435 0.54855803] [ 0.39087449 0.57510301 0.41239442 0.80870719 0.57854398] [ 0.5971958 0.53931148 0.59148502 0.55844866 0.49469914] [ 0.25160887 0.75064231 0.34158504 0.85233582 0.48164984] [ 0.6016226 0.67599624 0.31936895 0.54542771 0.33272502] [ 0.70645836 0.28052638 0.54941964 0.3159622 0.45519189] [ 0.74919815 0.46861896 0.49630126 0.27543228 0.49795764] [ 0.65401535 0.45653555 0.52394918 0.29748426 0.4621445 ] [ 0.59968308 0.48679279 0.42000959 0.41170298 0.41745408] [ 0.59762951 0.47440243 0.52318921 0.59290401 0.57180594] [ 0.79962716 0.48636013 0.52749965 0.37327181 0.44685869] [ 0.49392058 0.50517487 0.54083271 0.5675479 0.54963676] [ 0.82094626 0.39258039 0.59034184 0.23213356 0.41270555] [ 0.48432394 0.42240282 0.58140397 0.73095731 0.51148079] [ 0.28771682 0.61876143 0.54148036 0.89715101 0.62849627] [ 0.73618878 0.47988279 0.59741715 0.44654851 0.438821 ] [ 0.27279223 0.54600617 0.51251296 0.72613421 0.63532913] [ 0.46197341 0.5463661 0.33136639 0.59714074 0.56583132] [ 0.55170902 0.53636326 0.53175988 0.50703114 0.3875156 ] [ 0.34510681 0.7055978 0.52493157 0.70146256 0.54028211] [ 0.45439484 0.46218102 0.54915489 0.51857142 0.47396428] [ 0.7604431 0.43334596 0.43403726 0.27561618 0.3312433 ] [ 0.76493814 0.47591765 0.48056154 0.24701592 0.39284781] [ 0.45128013 0.5123564 0.53308266 0.482341 0.53383871] [ 0.37402431 0.52409219 0.50017468 0.74441626 0.5332035 ] [ 0.4365922 0.408264 0.50223979 0.7128378 0.47326252] [ 0.62728893 0.49997935 0.52143526 0.54911946 0.45728236] [ 0.40970718 0.56385232 0.46086961 0.69796018 0.41833313] [ 0.51160289 0.42042782 0.50325263 0.48172481 0.34729526] [ 0.54887015 0.5835301 0.51133196 0.65953577 0.39652532] [ 0.51915947 0.49913634 0.58712693 0.73527092 0.36305977] [ 0.63561429 0.53355376 0.56247719 0.41652848 0.5782104 ] [ 0.76937523 0.47592129 0.47519067 0.29186957 0.44192033] [ 0.55149821 0.57652151 0.56109925 0.55757268 0.55322332] [ 0.54983766 0.48216231 0.48959014 0.54492111 0.41639013] Progress: 48.0% ... Training loss: 0.480 ... Validation loss: 0.788[ 0.46345722 0.61632159 0.4257349 0.54058532 0.53308636] [ 0.32529535 0.58746129 0.55559803 0.74096003 0.49366119] [ 0.55707632 0.42329683 0.49036543 0.60818888 0.30714753] [ 0.74307353 0.55559005 0.23975852 0.49246351 0.33952478] [ 0.34298595 0.63611899 0.4096251 0.53842908 0.3976404 ] [ 0.62885306 0.62816055 0.41675311 0.65193045 0.33807422] [ 0.87310829 0.38420954 0.53941179 0.20208529 0.35927031] [ 0.59513561 0.55647444 0.53020242 0.35221707 0.53918142] [ 0.71795789 0.40199708 0.47658819 0.40655578 0.44229412] [ 0.55552777 0.5041749 0.54756069 0.38663651 0.53862262] [ 0.34755794 0.60385286 0.52914031 0.80399533 0.49067737] [ 0.41425072 0.53650831 0.60717925 0.73943254 0.60869971] [ 0.64757886 0.39947893 0.53598857 0.40420712 0.5089581 ] [ 0.82108406 0.44686984 0.50685028 0.47884404 0.39903852] [ 0.72839731 0.51878375 0.41187427 0.41830083 0.44172478] [ 0.62895163 0.57199105 0.64035615 0.49489057 0.38057806] [ 0.4146293 0.4845876 0.62505318 0.74804306 0.53946084] [ 0.34236842 0.65368612 0.3304266 0.69466197 0.45979246] [ 0.79500449 0.38597913 0.4428726 0.26591788 0.43143423] [ 0.58499066 0.36274849 0.57293104 0.69525552 0.51236647] [ 0.66738553 0.39109674 0.65215547 0.50040248 0.50290183] [ 0.7896825 0.54771631 0.31333538 0.56701976 0.35400536] [ 0.58208047 0.41863683 0.54264537 0.73302915 0.48549946] [ 0.57596721 0.52729107 0.51757542 0.80887295 0.53106203] [ 0.46924439 0.65744103 0.36670006 0.67011707 0.31487216] [ 0.76956586 0.48464534 0.43129323 0.39397032 0.50732244] [ 0.74279216 0.46090454 0.64009507 0.48212834 0.4015265 ] [ 0.84651675 0.37638347 0.63777438 0.24020739 0.41632768] [ 0.60433847 0.54983043 0.42148734 0.57633707 0.43701677] [ 0.26465869 0.51444081 0.49631371 0.73164342 0.74455042] [ 0.25949386 0.65199185 0.45108832 0.87378749 0.36238266] [ 0.59431973 0.53126711 0.54176498 0.39893702 0.57098037] [ 0.53705034 0.53008453 0.44814992 0.74021521 0.41542879] [ 0.43941252 0.49656781 0.45523838 0.71114082 0.431477 ] [ 0.41104914 0.58719343 0.3170435 0.63562445 0.55597688] [ 0.33387315 0.51137079 0.60645158 0.75509878 0.65974206] [ 0.55683334 0.54537954 0.40894734 0.4943133 0.44372202] [ 0.80940801 0.46646728 0.55284355 0.19674112 0.46416696] [ 0.45743012 0.49079713 0.51098159 0.66215736 0.5941444 ] [ 0.49255225 0.63515544 0.34267893 0.6089553 0.4144025 ] [ 0.63669833 0.5832286 0.39770785 0.67478571 0.34418835] [ 0.61673812 0.5317631 0.42100988 0.35693072 0.48694971] [ 0.66579298 0.56303854 0.39818972 0.47153386 0.33099753] [ 0.48492339 0.67893327 0.38658355 0.63049485 0.28919191] [ 0.48824147 0.55353997 0.34298927 0.53656041 0.48705694] [ 0.45329111 0.50462277 0.52716962 0.73678282 0.395564 ] [ 0.53949187 0.42871594 0.56350363 0.43806516 0.38384241] [ 0.31299582 0.52070961 0.55150865 0.56827505 0.55676474] [ 0.52351848 0.58931293 0.46351884 0.69542723 0.49544119] [ 0.70472975 0.41192032 0.53138286 0.13066271 0.5132836 ] [ 0.55494596 0.48295647 0.6191871 0.63415123 0.4233102 ] [ 0.36935742 0.48795343 0.49087453 0.57700835 0.60719627] [ 0.72260436 0.4370324 0.52886604 0.64879537 0.41806024] [ 0.65225782 0.6157101 0.41222162 0.63677441 0.37458965] [ 0.23227947 0.55579099 0.50001277 0.73827878 0.69219429] [ 0.53154319 0.47126885 0.55574781 0.61674908 0.36639278] [ 0.68904715 0.44098677 0.55666502 0.22695975 0.44219272] [ 0.3794184 0.63265613 0.45672781 0.71178378 0.53223038] [ 0.57394075 0.46051242 0.61991329 0.38466437 0.51876666] [ 0.68446969 0.46631399 0.41400516 0.37824022 0.51224887] [ 0.66171003 0.40664956 0.52427587 0.48052595 0.39982387] [ 0.26134299 0.52853388 0.50975162 0.79348591 0.6075199 ] [ 0.15466815 0.69948176 0.43068036 0.86348477 0.6108959 ] [ 0.29410242 0.51980438 0.47338175 0.73700397 0.53976045] [ 0.35955293 0.55339629 0.46789625 0.70370301 0.58673932] [ 0.6201319 0.59100373 0.34845225 0.45104454 0.36907049] [ 0.51957968 0.58104723 0.46069472 0.31960767 0.47347332] [ 0.15032066 0.5274364 0.38963318 0.8947142 0.62530004] [ 0.26633795 0.5899616 0.52428781 0.85207539 0.60051056] [ 0.74774423 0.4184067 0.3592717 0.4375513 0.51903435] [ 0.58387929 0.41867515 0.38738695 0.51735556 0.48201202] [ 0.28016773 0.67468984 0.43493014 0.74262282 0.45371816] [ 0.42595149 0.47565346 0.59913146 0.64252697 0.53155018] [ 0.51543849 0.47872904 0.42855148 0.35876316 0.34914434] [ 0.55017745 0.55065193 0.48650634 0.60725888 0.41953002] [ 0.81590695 0.46321711 0.45666767 0.24349834 0.30393921] [ 0.32847068 0.66008118 0.33485424 0.64174668 0.46012759] [ 0.27167862 0.58239406 0.55220262 0.76346051 0.63600014] [ 0.77863779 0.38403117 0.49815188 0.29060024 0.38083813] [ 0.57542404 0.5154836 0.48332015 0.49055446 0.39813731] [ 0.49379461 0.60874738 0.48771271 0.59508058 0.53426797] [ 0.51960353 0.4967387 0.54246718 0.50075967 0.4865074 ] [ 0.64187952 0.35104132 0.59274853 0.55633488 0.4661523 ] [ 0.72166156 0.54862299 0.54572104 0.62693805 0.40949514] [ 0.62883308 0.50249616 0.38545039 0.59967074 0.45847832] [ 0.58881399 0.39029238 0.56376046 0.26947218 0.48976467] [ 0.56328309 0.50177878 0.30710154 0.6064659 0.38563053] [ 0.75020879 0.47455478 0.53550467 0.1861597 0.38332645] [ 0.40792723 0.64599877 0.5201364 0.66103679 0.67361923] [ 0.80701341 0.36781012 0.55480894 0.25949936 0.40904667] [ 0.7124963 0.33794367 0.46756774 0.25443977 0.50116891] [ 0.68438412 0.57287389 0.65013034 0.50128119 0.4476974 ] [ 0.51707406 0.57152854 0.48815922 0.44866361 0.3637304 ] [ 0.63150204 0.53409753 0.4727434 0.52375239 0.43027401] [ 0.5918165 0.51598824 0.57514325 0.47253659 0.51822705] [ 0.77898234 0.55640564 0.46561801 0.47491729 0.4166726 ] [ 0.41479602 0.62384331 0.4183818 0.57939701 0.43142339] [ 0.86504928 0.4274379 0.59600779 0.2096082 0.43658831] [ 0.65403295 0.38803246 0.68169413 0.59711894 0.36614769] [ 0.67134423 0.47691249 0.51174963 0.18433818 0.46576749] [ 0.6283104 0.5400671 0.53091962 0.41278288 0.60235932] [ 0.21980263 0.56088616 0.27346273 0.78141128 0.50088891] [ 0.52204455 0.38754054 0.41947423 0.74754652 0.40273781] [ 0.66590033 0.53034375 0.36667709 0.65646312 0.45068492] [ 0.40852318 0.59627828 0.46393569 0.7504047 0.61813204] [ 0.68188948 0.4183391 0.63748408 0.58293986 0.46550507] [ 0.88072727 0.47895499 0.51108851 0.35296743 0.27959742] [ 0.75782614 0.36359771 0.49624774 0.32394526 0.43930065] [ 0.19873296 0.54185196 0.36055692 0.66692084 0.53352607] [ 0.61070634 0.36537429 0.50568819 0.17900181 0.43523589] [ 0.55546712 0.39254849 0.58693114 0.36305267 0.5411074 ] [ 0.514059 0.3618843 0.65481806 0.64259336 0.46442912] [ 0.53932351 0.52027548 0.4396438 0.4996453 0.46120627] [ 0.63765751 0.50449989 0.59252056 0.62312737 0.48350804] [ 0.50393182 0.60711473 0.51436025 0.47020234 0.44021218] [ 0.18052429 0.67656488 0.4539027 0.77184555 0.49392142] [ 0.55569372 0.51394484 0.46743042 0.55514524 0.50731441] [ 0.70560814 0.53415448 0.60001309 0.45141881 0.42838792] [ 0.74986324 0.4163845 0.52152741 0.25089358 0.34752941] [ 0.72509629 0.56077441 0.50257067 0.36286607 0.41980624] [ 0.37024749 0.70773534 0.50563658 0.67153346 0.50863681] [ 0.28883034 0.64298721 0.53681453 0.79312676 0.59389675] [ 0.50149858 0.44285309 0.53400195 0.84106629 0.54637993] [ 0.4004784 0.63254591 0.45916987 0.71712069 0.50678848] [ 0.7793125 0.46856783 0.53079536 0.32790218 0.28342793] [ 0.48801095 0.516949 0.42563737 0.49160259 0.50496426] [ 0.18528127 0.50143115 0.42029625 0.82742651 0.63492723] [ 0.69832713 0.43214025 0.49889577 0.44441708 0.44818177] Progress: 48.0% ... Training loss: 0.480 ... Validation loss: 0.789[ 0.57658885 0.31479573 0.56018165 0.53834242 0.4216215 ] [ 0.54649045 0.37751439 0.60157624 0.71095994 0.52851586] [ 0.53336152 0.4801329 0.54301864 0.57780997 0.4731315 ] [ 0.88658538 0.33065667 0.54848739 0.13377292 0.37451303] [ 0.50774255 0.45329509 0.39970258 0.5770253 0.45303365] [ 0.38612578 0.52123121 0.34097383 0.71530912 0.56454487] [ 0.65062374 0.41909968 0.45759421 0.58938019 0.31706175] [ 0.29115587 0.72509704 0.26463305 0.80418444 0.60531594] [ 0.60967263 0.56840318 0.49816041 0.35923245 0.46477582] [ 0.81582393 0.41135519 0.41698041 0.41499888 0.48219744] [ 0.73094603 0.54147508 0.52233147 0.42465365 0.44488574] [ 0.81325196 0.53403033 0.53355406 0.3429223 0.41033281] [ 0.19743772 0.61669485 0.39804838 0.82065172 0.432306 ] [ 0.64170171 0.47969186 0.46131634 0.64480868 0.46633788] [ 0.63939927 0.50950608 0.54234206 0.42941995 0.35322282] [ 0.64754676 0.52400989 0.60110607 0.54709329 0.47034191] [ 0.52774478 0.57833014 0.41045772 0.48591332 0.45491303] [ 0.74382826 0.44497734 0.43314198 0.24583648 0.32169391] [ 0.40044075 0.50392142 0.53632329 0.73121934 0.46685089] [ 0.37027552 0.58641435 0.29403488 0.68947717 0.3925219 ] [ 0.56560553 0.52636966 0.56563738 0.54915583 0.47571455] [ 0.54629956 0.50161023 0.51319702 0.75677621 0.37278282] [ 0.40862977 0.71384546 0.29788406 0.63335383 0.46114373] [ 0.8491762 0.45043928 0.5797964 0.12946193 0.42792294] [ 0.5246039 0.58878381 0.46371231 0.69482225 0.49526073] [ 0.41213683 0.59531742 0.39874323 0.59444718 0.35933664] [ 0.28047624 0.46815443 0.35931074 0.88356674 0.48717254] [ 0.59299964 0.48709058 0.46958552 0.66304913 0.32046731] [ 0.71837298 0.36411954 0.58200166 0.40674162 0.45989113] [ 0.49788889 0.50425932 0.55121614 0.56273461 0.57002056] [ 0.74986505 0.40008818 0.47214881 0.2766319 0.41733321] [ 0.26048813 0.58289865 0.52310421 0.81724708 0.59011687] [ 0.63063671 0.46228094 0.55550689 0.69129754 0.36043733] [ 0.58539353 0.40591504 0.56289555 0.48855559 0.4668709 ] [ 0.20769856 0.7253007 0.43849543 0.69896066 0.60720183] [ 0.86703691 0.37057364 0.47854353 0.31532585 0.40015048] [ 0.28522732 0.53406257 0.37325737 0.829298 0.5060026 ] [ 0.42662225 0.71186781 0.47001238 0.63708206 0.46249524] [ 0.63520084 0.58925104 0.49403301 0.53031775 0.34051598] [ 0.65443438 0.49356021 0.52627248 0.26759874 0.42121528] [ 0.39509507 0.51654886 0.43183085 0.74395777 0.4105032 ] [ 0.58037645 0.52192265 0.4124986 0.59533172 0.39896303] [ 0.60363724 0.47005834 0.59486901 0.65518486 0.49581597] [ 0.32230064 0.54096022 0.52315378 0.67876193 0.54233843] [ 0.52225886 0.49947489 0.34174317 0.49414137 0.40988589] [ 0.21662602 0.59662677 0.36130338 0.82183297 0.48891318] [ 0.58335647 0.58849873 0.43709702 0.48136 0.32164905] [ 0.46793591 0.63100668 0.41101292 0.50855443 0.47897009] [ 0.370071 0.63762039 0.41719733 0.55139289 0.43811963] [ 0.68960543 0.55396051 0.4543656 0.41551613 0.39477275] [ 0.35618948 0.57038441 0.41032969 0.76741487 0.43038429] [ 0.85452174 0.36562117 0.58803516 0.34408371 0.36331702] [ 0.8294249 0.47657049 0.57623919 0.30919271 0.40531056] [ 0.63777094 0.43003725 0.5075467 0.72306912 0.45840866] [ 0.28189238 0.61964291 0.48203432 0.80947017 0.39343175] [ 0.80485698 0.51898195 0.33011044 0.40369393 0.35843376] [ 0.62682105 0.43368773 0.52664908 0.40465652 0.43302801] [ 0.80942547 0.4664784 0.55284148 0.1967112 0.4641668 ] [ 0.59994383 0.45057485 0.51372581 0.71285791 0.51711655] [ 0.52528323 0.4823331 0.51877826 0.54087324 0.44272817] [ 0.39115493 0.58827937 0.47197742 0.62038041 0.56027306] [ 0.34648751 0.62969284 0.50919397 0.63065916 0.52285218] [ 0.67336889 0.43947157 0.5797352 0.65208935 0.41524586] [ 0.66387709 0.49103208 0.49959407 0.45214046 0.46144262] [ 0.67553139 0.65196582 0.425879 0.52742533 0.50436645] [ 0.68719199 0.42638495 0.4304125 0.24154694 0.27138056] [ 0.6480411 0.44876243 0.51023403 0.63951348 0.34892276] [ 0.22043367 0.55084663 0.54110011 0.81070162 0.56460211] [ 0.80023861 0.50469507 0.34571944 0.45226241 0.26082237] [ 0.23730925 0.66583609 0.31482104 0.71102383 0.54996947] [ 0.32068984 0.6972145 0.30423943 0.69244305 0.55636335] [ 0.70028153 0.48612134 0.52108053 0.34901031 0.45529014] [ 0.62324868 0.39492351 0.56087436 0.2711523 0.38898397] [ 0.54923137 0.42690405 0.6492782 0.71579872 0.45150125] [ 0.62298216 0.42509818 0.44287736 0.43030387 0.57243996] [ 0.56898986 0.34491048 0.44624837 0.38469344 0.47601997] [ 0.78601221 0.35866145 0.38792568 0.34641082 0.42415117] [ 0.65743498 0.54379318 0.49835363 0.37055595 0.40318468] [ 0.39855678 0.5356812 0.51112532 0.54214831 0.53644468] [ 0.5544679 0.56287957 0.42376002 0.5963551 0.51160921] [ 0.49419686 0.67704883 0.40370945 0.70218362 0.53079185] [ 0.52628691 0.61296017 0.58178063 0.48309238 0.41613706] [ 0.50069746 0.50476194 0.39110605 0.53850927 0.41093795] [ 0.45113514 0.52482747 0.48381183 0.57677991 0.38487659] [ 0.51828367 0.58197098 0.59946159 0.4701027 0.48347968] [ 0.58046455 0.41051473 0.61058882 0.37022863 0.4338889 ] [ 0.32048385 0.53586071 0.41912174 0.70736058 0.578828 ] [ 0.55504604 0.48474661 0.37728062 0.47022535 0.37873802] [ 0.46033095 0.52648867 0.49588327 0.81539768 0.45448474] [ 0.4887406 0.57528126 0.41846888 0.4186923 0.41839832] [ 0.16103447 0.67736619 0.33052386 0.88924294 0.48356661] [ 0.46448568 0.64233838 0.51906482 0.4552778 0.47374596] [ 0.71075072 0.59547505 0.44711781 0.491687 0.36357597] [ 0.78022933 0.48582321 0.44098045 0.23552551 0.38265119] [ 0.65663756 0.51057036 0.49606456 0.24888291 0.47343092] [ 0.83438457 0.44606762 0.49588265 0.20193319 0.4057204 ] [ 0.49012216 0.41625702 0.51014256 0.511595 0.32975141] [ 0.62499927 0.35622047 0.45105406 0.60132677 0.40011323] [ 0.55920602 0.52069967 0.51179014 0.67346465 0.3419165 ] [ 0.36554579 0.58364891 0.40737474 0.47134029 0.46790501] [ 0.69795778 0.36681435 0.53310902 0.33795807 0.48148085] [ 0.24789009 0.55501722 0.5439706 0.85433195 0.63549245] [ 0.24022381 0.64643736 0.3525405 0.82511612 0.3874661 ] [ 0.70728525 0.50306098 0.42878553 0.31187674 0.42991721] [ 0.2840535 0.65606763 0.4488859 0.61883202 0.44106966] [ 0.55039851 0.5250568 0.45831807 0.66671642 0.44793562] [ 0.59604662 0.6094147 0.38422965 0.65133778 0.35967816] [ 0.40810083 0.60366288 0.48996239 0.77885418 0.59874508] [ 0.74145624 0.47240564 0.60362579 0.4841185 0.36960378] [ 0.48799741 0.39883704 0.49931024 0.40541354 0.46269882] [ 0.40210809 0.59667019 0.50832746 0.59424449 0.62626016] [ 0.39220427 0.71044258 0.39626298 0.73944323 0.49107338] [ 0.68029228 0.50071336 0.50931152 0.35948305 0.48684938] [ 0.52740258 0.53471188 0.58135929 0.63723822 0.41709516] [ 0.7029852 0.39938856 0.58817409 0.53160402 0.46884745] [ 0.54196795 0.48602211 0.53199513 0.68460881 0.3789939 ] [ 0.46841338 0.3800509 0.53957587 0.76235441 0.48332122] [ 0.70331332 0.43387025 0.57982661 0.33070984 0.51332741] [ 0.59422831 0.46581606 0.51444247 0.55764363 0.44341983] [ 0.43598276 0.63517283 0.46226239 0.50936275 0.58740259] [ 0.5000425 0.56434169 0.43315207 0.70864736 0.44770683] [ 0.76256951 0.44749081 0.42816593 0.36010016 0.43782057] [ 0.74478894 0.40532501 0.53579315 0.44223157 0.36505519] [ 0.54731533 0.44401221 0.52342032 0.46823002 0.34859961] [ 0.2154261 0.68101688 0.55044368 0.84723292 0.69273593] [ 0.72157946 0.29033718 0.51365682 0.20481394 0.36928153] [ 0.5457226 0.59736902 0.3732371 0.43484319 0.45998839] [ 0.70150328 0.40931086 0.4197855 0.51082331 0.39141422] Progress: 48.1% ... Training loss: 0.480 ... Validation loss: 0.791[ 0.49339272 0.52054267 0.50236388 0.44730504 0.55227773] [ 0.62162885 0.50133083 0.45779946 0.27178768 0.5149677 ] [ 0.60461079 0.63292802 0.36067354 0.58613284 0.34129844] [ 0.78144645 0.4627168 0.52928902 0.28409052 0.41443442] [ 0.54022415 0.65681642 0.45111032 0.61713887 0.35754589] [ 0.58106811 0.59957057 0.29514588 0.64080113 0.4961615 ] [ 0.36668923 0.44543365 0.60219634 0.77489215 0.57741642] [ 0.54728738 0.54179726 0.56545602 0.45249005 0.3680116 ] [ 0.8322667 0.42674925 0.47131637 0.39817495 0.32919961] [ 0.43546658 0.44321517 0.4911277 0.84964274 0.56763002] [ 0.73402892 0.38730426 0.59196366 0.24830055 0.4092312 ] [ 0.16814021 0.60485811 0.37469363 0.93468888 0.53630009] [ 0.58566641 0.55184966 0.47359157 0.57704527 0.43770283] [ 0.65400023 0.41731767 0.44896713 0.60398231 0.3931279 ] [ 0.70503802 0.50257475 0.68281857 0.35409282 0.39649391] [ 0.45571295 0.71958566 0.52964688 0.78418462 0.58161678] [ 0.2278987 0.63188534 0.33030559 0.68725952 0.55697355] [ 0.48793012 0.64210981 0.33333922 0.72298226 0.42178236] [ 0.48616739 0.5355419 0.56432604 0.43158579 0.5386089 ] [ 0.26775296 0.43566052 0.59684199 0.42089212 0.63645227] [ 0.76340169 0.48080371 0.38002402 0.26242822 0.24318823] [ 0.47890025 0.62783232 0.33897253 0.56449165 0.39672656] [ 0.68512567 0.4431695 0.5061046 0.28219054 0.47821556] [ 0.69780291 0.34177961 0.6982097 0.58844873 0.39511064] [ 0.66418511 0.49533056 0.56662116 0.44678411 0.50424915] [ 0.82203897 0.38430105 0.48359216 0.32513392 0.48456372] [ 0.86967202 0.39143795 0.61364284 0.28751014 0.37272469] [ 0.2669569 0.66244824 0.4243046 0.81824769 0.56182571] [ 0.75454646 0.38086941 0.48494369 0.20767936 0.39828942] [ 0.25153232 0.59403604 0.34805566 0.67469901 0.54219889] [ 0.42817728 0.56567653 0.40158136 0.53088476 0.45308052] [ 0.27115046 0.6895844 0.30022384 0.65591694 0.56242564] [ 0.38135123 0.62281605 0.29314813 0.75098649 0.43518538] [ 0.20565414 0.62166067 0.45824103 0.89076888 0.49625982] [ 0.6998074 0.39184128 0.61509028 0.57241311 0.43488157] [ 0.38920158 0.5820254 0.6518492 0.75785947 0.58366061] [ 0.256886 0.57842571 0.44946648 0.84834267 0.49383527] [ 0.64103019 0.51401545 0.53687968 0.18125419 0.45958116] [ 0.48132397 0.62615644 0.32993014 0.45494581 0.31753361] [ 0.86355337 0.41134624 0.28570492 0.25143632 0.29620195] [ 0.84857665 0.36606454 0.61900315 0.20217609 0.43780522] [ 0.76173567 0.34973775 0.65776066 0.48301754 0.3104249 ] [ 0.38273256 0.59328235 0.33763968 0.68443346 0.31812378] [ 0.81523934 0.43321888 0.42450508 0.30251737 0.45607622] [ 0.37119818 0.60543757 0.36472225 0.85133564 0.38517026] [ 0.53238564 0.60812187 0.53740536 0.62390957 0.46551613] [ 0.58373261 0.4601151 0.59358823 0.66579335 0.33254228] [ 0.76427828 0.40977927 0.5474008 0.54451747 0.33758516] [ 0.66160714 0.495786 0.57681284 0.33071998 0.50424609] [ 0.35711851 0.65151833 0.27970772 0.65924445 0.51830891] [ 0.61542723 0.61901437 0.4002733 0.54822443 0.36559471] [ 0.62418282 0.36595164 0.50396773 0.512815 0.34215931] [ 0.485975 0.42728363 0.53513455 0.80893322 0.58211908] [ 0.51739473 0.46891444 0.53164418 0.50942656 0.55318113] [ 0.56466282 0.63020796 0.4738655 0.60036004 0.43736072] [ 0.61556796 0.44314091 0.44016693 0.36003001 0.4805682 ] [ 0.80787635 0.35305167 0.64759909 0.20509591 0.49752356] [ 0.51782794 0.49095836 0.48006569 0.55325647 0.38272973] [ 0.5930629 0.62193673 0.47276955 0.32863319 0.4746767 ] [ 0.50122181 0.63342897 0.3906003 0.62690219 0.50225736] [ 0.51628409 0.64759494 0.36937873 0.69648212 0.57864793] [ 0.20934589 0.53800808 0.44199034 0.88851943 0.57047241] [ 0.3077027 0.61656705 0.42154659 0.53201123 0.60665325] [ 0.70648121 0.51719359 0.61345131 0.42988759 0.42371813] [ 0.8528246 0.41150137 0.57087783 0.42763795 0.37310753] [ 0.72517721 0.4396703 0.42395338 0.37427034 0.45265514] [ 0.2669515 0.42900744 0.45480111 0.84632648 0.67041271] [ 0.65326845 0.4316284 0.49489925 0.41068526 0.28931427] [ 0.76760978 0.54874003 0.47613632 0.3776933 0.38827201] [ 0.67970847 0.60177589 0.52485927 0.5291116 0.47542769] [ 0.71423978 0.28017022 0.54605727 0.38926669 0.41624035] [ 0.59798929 0.5102029 0.43023241 0.59491715 0.57191155] [ 0.52747847 0.60723922 0.31476361 0.58915002 0.51593876] [ 0.2695575 0.66468301 0.41295813 0.84379577 0.41276933] [ 0.51462971 0.49949991 0.42095678 0.46840701 0.5235952 ] [ 0.84700103 0.29073571 0.48251191 0.19391323 0.45370711] [ 0.69692522 0.48761986 0.38521205 0.52856904 0.39055517] [ 0.7414278 0.40405796 0.51772683 0.3196648 0.39796576] [ 0.24541481 0.58644655 0.43187985 0.69397064 0.51022819] [ 0.50497728 0.52790212 0.4716715 0.44650222 0.43374656] [ 0.34930554 0.55848309 0.48412152 0.62616818 0.65068436] [ 0.23178831 0.59939101 0.40351752 0.6074466 0.60739855] [ 0.66797398 0.47088124 0.49002648 0.55217152 0.40308021] [ 0.63463283 0.40759488 0.37769648 0.59005346 0.33613075] [ 0.62069326 0.5907588 0.34854369 0.45051616 0.36898914] [ 0.61212325 0.52672199 0.39928302 0.42351475 0.35478086] [ 0.43207495 0.58609272 0.55984411 0.49918616 0.42325249] [ 0.8384153 0.39508055 0.48643886 0.30340731 0.44044617] [ 0.51141399 0.59511156 0.35290521 0.60026521 0.38676709] [ 0.42464883 0.58844455 0.51291304 0.72646494 0.54147203] [ 0.28566843 0.52393398 0.55243908 0.85615245 0.65184414] [ 0.57225056 0.55717315 0.35500724 0.52293788 0.35184185] [ 0.65485595 0.56595395 0.46332757 0.28865808 0.3256093 ] [ 0.66319571 0.51579791 0.4987755 0.52336195 0.52157874] [ 0.49908624 0.416663 0.50460998 0.41766694 0.54298018] [ 0.73419155 0.53751464 0.50612604 0.4822047 0.42924718] [ 0.60125714 0.5893868 0.38373891 0.35469922 0.38774567] [ 0.55677983 0.63312018 0.63499909 0.60619761 0.55181878] [ 0.34646014 0.59410609 0.41807274 0.69418622 0.5228518 ] [ 0.6962704 0.46799522 0.51537059 0.27044677 0.50531853] [ 0.6494291 0.45853562 0.48375279 0.61646299 0.31366912] [ 0.86151044 0.33562053 0.51033474 0.2192088 0.33976355] [ 0.78996833 0.35955614 0.57066443 0.32906574 0.43266387] [ 0.58665084 0.59969929 0.35699139 0.40803548 0.46059985] [ 0.27278832 0.66324093 0.38989011 0.74652821 0.60574358] [ 0.3611748 0.60315862 0.38079032 0.58581995 0.34736103] [ 0.68576746 0.59482281 0.31155586 0.58032376 0.44954113] [ 0.58397046 0.56349081 0.48403184 0.47147406 0.35350663] [ 0.25695498 0.44536537 0.49515316 0.90248099 0.65935543] [ 0.34268288 0.67942422 0.5169466 0.79525342 0.576035 ] [ 0.56615739 0.54185721 0.54791135 0.38739177 0.54191258] [ 0.6631815 0.49356277 0.65475794 0.41689195 0.47116799] [ 0.53497006 0.48579856 0.56211216 0.31809539 0.42171622] [ 0.73059402 0.57957966 0.40617406 0.39352932 0.50212439] [ 0.78705315 0.45460617 0.55792801 0.46255793 0.38962622] [ 0.36224231 0.57015712 0.38309182 0.57755647 0.44325302] [ 0.71499109 0.36809573 0.48408173 0.31752007 0.33125922] [ 0.76865037 0.43685436 0.43182508 0.4082867 0.53376148] [ 0.3254631 0.64597601 0.45136768 0.49349998 0.38671666] [ 0.39326988 0.70997054 0.39651277 0.73893912 0.49086886] [ 0.41581244 0.66304662 0.44898241 0.63397585 0.39033049] [ 0.29091704 0.60616294 0.41091268 0.71994055 0.47694393] [ 0.36473016 0.55339737 0.34959954 0.90969762 0.43219509] [ 0.6867861 0.44238643 0.55608257 0.22793279 0.44267998] [ 0.58367988 0.64741962 0.34579412 0.45396119 0.48567346] [ 0.30299734 0.69470383 0.52641691 0.64907726 0.68595633] [ 0.6626551 0.36553294 0.50223652 0.54154431 0.30993444] [ 0.69013976 0.44368442 0.63960302 0.68677018 0.40187769] Progress: 48.1% ... Training loss: 0.479 ... Validation loss: 0.790[ 0.49808087 0.54261809 0.52471437 0.70086487 0.53370764] [ 0.70931349 0.56050353 0.5884392 0.47999078 0.43923174] [ 0.44334155 0.5295553 0.494186 0.53457054 0.43765519] [ 0.55059612 0.44578087 0.59377183 0.33091278 0.49478426] [ 0.27560123 0.70129462 0.29141913 0.75513809 0.56248731] [ 0.63309478 0.60234728 0.41643958 0.5699101 0.42757214] [ 0.57275892 0.48967373 0.58250858 0.40727249 0.46313776] [ 0.66787566 0.4723974 0.55090612 0.589547 0.40381242] [ 0.41822362 0.57033374 0.42665721 0.74717633 0.49054754] [ 0.54094482 0.58092249 0.3602085 0.32490801 0.38792584] [ 0.83719099 0.38817262 0.54318628 0.31735411 0.3914044 ] [ 0.25037413 0.7337157 0.37591984 0.83388257 0.56038699] [ 0.16223899 0.6764608 0.33094576 0.88874049 0.48320198] [ 0.69780765 0.49750992 0.43999993 0.45823866 0.4379335 ] [ 0.63723797 0.43672677 0.45819939 0.49318396 0.40122486] [ 0.55405917 0.39118713 0.55101864 0.53069477 0.35431129] [ 0.79070831 0.27522314 0.59815702 0.1470282 0.39906888] [ 0.59738036 0.48383089 0.52815277 0.39449924 0.50085063] [ 0.79079717 0.31388574 0.57237124 0.26257237 0.50413692] [ 0.7531077 0.38787104 0.58914183 0.43172543 0.43733306] [ 0.57254777 0.59667654 0.42408519 0.48923561 0.6081847 ] [ 0.77585051 0.44753103 0.39229922 0.3621111 0.32330373] [ 0.71609 0.36390921 0.58160746 0.38957448 0.4295965 ] [ 0.61562896 0.61869536 0.48756445 0.47762356 0.39262676] [ 0.4743663 0.50821307 0.55248347 0.71117346 0.37057229] [ 0.52038982 0.46465761 0.55808984 0.42072247 0.46266649] [ 0.29887309 0.6205364 0.37896564 0.7547306 0.47704063] [ 0.35674848 0.69944205 0.3548238 0.70258975 0.43282042] [ 0.17112342 0.49440609 0.3899823 0.82058246 0.58693008] [ 0.51503377 0.55743914 0.45545533 0.76617552 0.55344616] [ 0.29775819 0.6201244 0.39392918 0.68396708 0.42733998] [ 0.51625375 0.61207612 0.44112115 0.68673742 0.33536397] [ 0.43870669 0.58594757 0.44900448 0.47727289 0.47416065] [ 0.47789619 0.44243417 0.47194992 0.3156421 0.442166 ] [ 0.73027095 0.5502968 0.39609278 0.41177629 0.53385586] [ 0.55096594 0.57708019 0.45474389 0.56086661 0.43595864] [ 0.22832349 0.58611428 0.44860412 0.73338506 0.61332208] [ 0.71753885 0.42197398 0.61259853 0.60195287 0.31287584] [ 0.40451664 0.50224756 0.54111402 0.72583925 0.4174304 ] [ 0.78178736 0.43078466 0.53523752 0.37145016 0.35112289] [ 0.52949363 0.54257155 0.56314651 0.52305155 0.45746062] [ 0.35842445 0.56776943 0.46884494 0.73002801 0.54152008] [ 0.76024002 0.41477834 0.56015982 0.37351698 0.38888145] [ 0.77819391 0.38466931 0.61447627 0.30933709 0.46628585] [ 0.35219911 0.51249462 0.52721692 0.8201638 0.58839267] [ 0.46081658 0.49500127 0.32804354 0.58272828 0.52432739] [ 0.48171479 0.34010491 0.63344769 0.56816859 0.57476921] [ 0.52056132 0.66677204 0.39399294 0.70636903 0.37458861] [ 0.26932196 0.66489146 0.41286408 0.84381836 0.41285637] [ 0.68164604 0.60963496 0.47453788 0.50806451 0.46353547] [ 0.29017354 0.57956341 0.59054474 0.72915799 0.66955362] [ 0.68762439 0.49513444 0.65049138 0.51119783 0.42164512] [ 0.41269608 0.56158709 0.34758326 0.64814613 0.55655774] [ 0.86357103 0.36715877 0.57274209 0.18739715 0.37150232] [ 0.62432163 0.40581834 0.54034058 0.26261512 0.55691079] [ 0.78996699 0.68093371 0.4154786 0.58130362 0.3139019 ] [ 0.73881858 0.38826995 0.60283014 0.35135338 0.42402911] [ 0.58829025 0.57508156 0.45289708 0.47710499 0.48231106] [ 0.39257657 0.49948553 0.52462684 0.6520223 0.6018994 ] [ 0.65223621 0.61574234 0.41218822 0.63658408 0.3746109 ] [ 0.74436637 0.47924355 0.56557373 0.25924781 0.56159696] [ 0.69748147 0.55616113 0.51051408 0.31003678 0.50104372] [ 0.65605258 0.48916467 0.40507462 0.47164664 0.44019664] [ 0.66853874 0.34367645 0.52776085 0.38707727 0.47536392] [ 0.30142565 0.61199882 0.3694385 0.5930529 0.4875208 ] [ 0.83697012 0.424976 0.57008435 0.16832473 0.44235699] [ 0.53753068 0.48431261 0.62432116 0.73172127 0.48291197] [ 0.66169317 0.56741403 0.54119145 0.57579333 0.53274446] [ 0.25478165 0.49069504 0.38518179 0.77080853 0.6399929 ] [ 0.8246402 0.35099297 0.59436114 0.2602184 0.38585417] [ 0.72354799 0.38092475 0.50478502 0.12679717 0.33038085] [ 0.2909768 0.56329428 0.39389168 0.68052126 0.50202083] [ 0.12157186 0.64842434 0.47416109 0.91790746 0.65923205] [ 0.8062057 0.35623163 0.54925125 0.22183419 0.43128186] [ 0.19179899 0.58451147 0.5831408 0.82182149 0.55298865] [ 0.56508159 0.60268663 0.26027882 0.63846249 0.44965908] [ 0.79566302 0.523569 0.54253345 0.48421243 0.38148944] [ 0.83271055 0.40617 0.46783112 0.22043712 0.40900524] [ 0.51584411 0.60154153 0.54592259 0.65229981 0.54408833] [ 0.45457412 0.59299689 0.44352701 0.71767268 0.45699512] [ 0.73650792 0.3600706 0.6368646 0.55433846 0.4113417 ] [ 0.62588842 0.38410158 0.53182419 0.22590974 0.53862322] [ 0.73860909 0.5470303 0.57423018 0.41466635 0.54293363] [ 0.51052973 0.65531885 0.44243276 0.53130956 0.29236682] [ 0.47195732 0.53069377 0.53190026 0.74892849 0.45672301] [ 0.52050858 0.58078092 0.46081754 0.31907964 0.47337268] [ 0.76085489 0.5615831 0.4308663 0.24408693 0.33563299] [ 0.28820834 0.53435452 0.47042129 0.6546283 0.60490648] [ 0.192478 0.53972959 0.45098733 0.85214762 0.5694101 ] [ 0.4172864 0.55667398 0.52430945 0.81432051 0.55323521] [ 0.68957616 0.39676056 0.38171223 0.34638392 0.36516852] [ 0.60065897 0.6780015 0.46656001 0.53072846 0.47603588] [ 0.75100639 0.41375462 0.59307915 0.28310521 0.43133537] [ 0.34897527 0.39248293 0.57534071 0.69984852 0.59912135] [ 0.6663562 0.60366848 0.46758581 0.44022352 0.42983953] [ 0.56585859 0.44849775 0.44298205 0.70246942 0.5207164 ] [ 0.26602206 0.58308923 0.52752744 0.68222229 0.50312957] [ 0.8341451 0.39651405 0.60221872 0.19098858 0.45698405] [ 0.34866083 0.70421657 0.52561452 0.69964459 0.53969427] [ 0.5960907 0.40306027 0.59447558 0.61855411 0.48197448] [ 0.42222311 0.55545496 0.42816789 0.67933955 0.50317374] [ 0.48361742 0.51822161 0.4524693 0.45951786 0.49043049] [ 0.57506098 0.51938127 0.57142715 0.52878508 0.44519277] [ 0.6142803 0.35267557 0.37403279 0.52847626 0.34224519] [ 0.33425757 0.5422183 0.50544464 0.71685355 0.43586312] [ 0.67883958 0.49750509 0.65283464 0.42198013 0.48032858] [ 0.57371764 0.51319249 0.59827229 0.54169027 0.56066208] [ 0.62733499 0.39568907 0.59479364 0.35707641 0.5135216 ] [ 0.54047966 0.49911716 0.43290854 0.46751135 0.33710744] [ 0.64848606 0.47689495 0.52616613 0.47396034 0.3728922 ] [ 0.40586597 0.71828933 0.3936969 0.72633075 0.48202049] [ 0.24524612 0.52806599 0.49159491 0.78682925 0.49593571] [ 0.66534574 0.53040747 0.36380627 0.36247409 0.3759927 ] [ 0.52362635 0.46633113 0.49140694 0.61963144 0.41633674] [ 0.81223336 0.38568192 0.57257771 0.16227254 0.30386557] [ 0.68366519 0.46690143 0.41377491 0.37867611 0.51244868] [ 0.38885456 0.53503521 0.54704911 0.76299533 0.52721562] [ 0.10627431 0.72932905 0.38337325 0.79146689 0.47717354] [ 0.70949176 0.5210727 0.24930055 0.3886406 0.30329179] [ 0.45877967 0.50094551 0.42873013 0.40495745 0.5158967 ] [ 0.8941082 0.33008133 0.40412072 0.21663869 0.37317312] [ 0.17036975 0.59612907 0.42587739 0.83136669 0.47610669] [ 0.72740018 0.6396284 0.3373438 0.743003 0.46258616] [ 0.32793377 0.55238181 0.42315285 0.77683142 0.38417714] [ 0.67115664 0.63752653 0.23354343 0.45929633 0.39505242] [ 0.76469829 0.48537441 0.63290142 0.42607187 0.37983479] [ 0.5293678 0.46631294 0.4986826 0.25080345 0.49236483] [ 0.58707185 0.63418628 0.44864909 0.40072119 0.42630681] Progress: 48.2% ... Training loss: 0.479 ... Validation loss: 0.791[ 0.57707772 0.43591909 0.45827613 0.39768383 0.35469821] [ 0.83900583 0.38702477 0.62071141 0.19559579 0.46984336] [ 0.43100235 0.62945183 0.35256407 0.64043527 0.3638519 ] [ 0.31660447 0.73800227 0.39074762 0.79817205 0.49664851] [ 0.33208885 0.49365056 0.54384644 0.71246873 0.57440189] [ 0.14887465 0.68190377 0.32654665 0.82570544 0.62290936] [ 0.37803203 0.67153616 0.46480341 0.7326703 0.48991693] [ 0.45445967 0.52165159 0.52784361 0.40363502 0.56440583] [ 0.82903208 0.55093987 0.50195387 0.40080439 0.39818001] [ 0.61259543 0.56577409 0.52624218 0.39889243 0.43374393] [ 0.79617716 0.48146019 0.4980286 0.24824258 0.4356999 ] [ 0.47935736 0.512072 0.53064062 0.61784851 0.34640453] [ 0.58508735 0.44993496 0.53159731 0.35605371 0.48864481] [ 0.42820362 0.50078593 0.5400782 0.4434368 0.51188974] [ 0.74980537 0.46836746 0.49640565 0.27497777 0.4978529 ] [ 0.5402186 0.53270109 0.58089818 0.72040062 0.42148698] [ 0.43463898 0.56976925 0.45507783 0.781642 0.48669888] [ 0.29499514 0.51971855 0.55098138 0.73566474 0.64968688] [ 0.33404392 0.64200738 0.52086101 0.60536974 0.5647427 ] [ 0.61829602 0.58618568 0.40478397 0.22866044 0.33336423] [ 0.88386926 0.32808197 0.47342246 0.18883982 0.39358172] [ 0.59736764 0.30480479 0.52244883 0.61716367 0.44231171] [ 0.66295815 0.46608749 0.49593772 0.26753419 0.42467027] [ 0.6306243 0.54567455 0.41466374 0.34969054 0.54666317] [ 0.65077181 0.45122003 0.51760451 0.42061241 0.52597656] [ 0.70280795 0.3430778 0.57733111 0.59254712 0.38791463] [ 0.6827383 0.41422737 0.49739429 0.26983451 0.42916951] [ 0.57375612 0.52823388 0.41256364 0.65506415 0.26200638] [ 0.70361412 0.44114641 0.41259836 0.27025276 0.37972682] [ 0.83574544 0.45360003 0.54980675 0.18584299 0.39825526] [ 0.56514009 0.50108915 0.30731713 0.60540252 0.38540799] [ 0.83033074 0.29367831 0.54288556 0.13893064 0.43314444] [ 0.68127995 0.47125475 0.4556007 0.37373972 0.37140444] [ 0.63878053 0.48117371 0.48855797 0.29971537 0.39190686] [ 0.67655365 0.6010874 0.41912546 0.40071257 0.55341184] [ 0.32554327 0.64362597 0.47977187 0.82750784 0.61304093] [ 0.83838657 0.49750365 0.25552954 0.37066786 0.30364905] [ 0.59214255 0.53946988 0.41941886 0.58700789 0.50863269] [ 0.61251575 0.49956089 0.49355903 0.36384079 0.58496126] [ 0.71679189 0.3635616 0.58175942 0.38903292 0.42947382] [ 0.31345924 0.54002457 0.3389967 0.58215565 0.54996889] [ 0.77219821 0.37673754 0.48721239 0.33819375 0.38281398] [ 0.73067675 0.45402047 0.46663914 0.30485077 0.44609661] [ 0.46985326 0.54882708 0.3868796 0.64593013 0.44108237] [ 0.4314534 0.62188898 0.42934105 0.69950455 0.65035589] [ 0.42812998 0.50758186 0.3943777 0.46839435 0.45158202] [ 0.65378722 0.42827567 0.65707503 0.69014856 0.42997 ] [ 0.57579014 0.51424954 0.57841393 0.57289506 0.4239764 ] [ 0.45014919 0.55684728 0.43892215 0.52255104 0.37388088] [ 0.56777588 0.53193229 0.42415968 0.48677863 0.53067513] [ 0.70750794 0.41291553 0.46657882 0.35402941 0.42564533] [ 0.76032487 0.45532771 0.40608934 0.30777383 0.35530889] [ 0.27200679 0.66960952 0.41043332 0.74775169 0.46096883] [ 0.49547477 0.5646601 0.34721093 0.5410817 0.53089316] [ 0.30475257 0.52769114 0.43081636 0.79822627 0.43973117] [ 0.30733265 0.56012369 0.31560378 0.80596755 0.50707885] [ 0.63981189 0.40972479 0.4604448 0.47657328 0.43040583] [ 0.7721549 0.41302858 0.59418978 0.32149823 0.42217482] [ 0.75756291 0.47165822 0.4572355 0.16503498 0.34851886] [ 0.64535327 0.43524517 0.53278455 0.31955269 0.40928798] [ 0.77558444 0.37636004 0.57282416 0.28142248 0.32236144] [ 0.60077027 0.67794779 0.4665735 0.53065932 0.47601015] [ 0.33877067 0.58298421 0.44417948 0.79460867 0.38201971] [ 0.30423183 0.47109582 0.40010559 0.57637546 0.7767334 ] [ 0.55379166 0.50770706 0.35326652 0.58212356 0.43173893] [ 0.44593397 0.50520232 0.55638911 0.21591383 0.47641399] [ 0.43257041 0.53802248 0.41066082 0.69430147 0.40092306] [ 0.84233757 0.41924037 0.50627464 0.24561886 0.40311185] [ 0.63715887 0.41299589 0.62004304 0.69713287 0.46003688] [ 0.73262114 0.31322751 0.63628255 0.5308887 0.38504327] [ 0.54902674 0.66488547 0.27447141 0.49399878 0.38171543] [ 0.52045115 0.6188998 0.30666805 0.57711377 0.3440868 ] [ 0.58757538 0.40561059 0.64370262 0.60012395 0.51568404] [ 0.43100235 0.62945183 0.35256407 0.64043527 0.3638519 ] [ 0.74260111 0.48586655 0.46857661 0.31728909 0.33600568] [ 0.37618467 0.69406945 0.43063242 0.68825332 0.48721391] [ 0.46536907 0.50025873 0.47444172 0.31169462 0.50549341] [ 0.79350018 0.47253438 0.65675255 0.21904459 0.44474801] [ 0.79016913 0.55925074 0.38236626 0.35295915 0.31137012] [ 0.39886448 0.54921813 0.59467996 0.37933385 0.73322958] [ 0.69170075 0.39509574 0.50330832 0.70807349 0.44964216] [ 0.51455616 0.48436084 0.41162642 0.80415117 0.44980825] [ 0.49895195 0.4168893 0.5045077 0.41777295 0.54307331] [ 0.27104153 0.53215679 0.47545301 0.75640866 0.55860464] [ 0.35830423 0.55502043 0.48292901 0.85566529 0.51422709] [ 0.39202878 0.51837733 0.52380623 0.66346029 0.6260349 ] [ 0.75322225 0.51963081 0.37890941 0.42606286 0.34982327] [ 0.75525459 0.38103364 0.46605885 0.22826082 0.31534595] [ 0.60743384 0.42261155 0.52580568 0.30425282 0.5199186 ] [ 0.42231182 0.58109747 0.60144214 0.77342387 0.59609161] [ 0.21856787 0.54975914 0.40277327 0.8991136 0.52333697] [ 0.83304355 0.37024692 0.5185868 0.23181473 0.32183897] [ 0.32375418 0.55125305 0.4128234 0.60859071 0.48696191] [ 0.82583407 0.47383685 0.44395872 0.22026003 0.34446109] [ 0.70410828 0.36743048 0.43883877 0.50797541 0.29959441] [ 0.38747031 0.47935643 0.45274185 0.63446431 0.45847137] [ 0.73131982 0.45489629 0.55361512 0.42978322 0.51968289] [ 0.51394574 0.44589166 0.60682102 0.44531532 0.46957828] [ 0.22052732 0.70151795 0.32168634 0.75409166 0.58630094] [ 0.42225539 0.58024913 0.45068383 0.70933504 0.55935965] [ 0.70447101 0.5268944 0.45964406 0.3463173 0.46797768] [ 0.77990039 0.55587463 0.46581348 0.47400504 0.41649233] [ 0.28897504 0.46087353 0.39912135 0.81326975 0.43227057] [ 0.24408336 0.68766416 0.42463128 0.72187987 0.50988914] [ 0.74328841 0.30461601 0.42623716 0.35655096 0.34950971] [ 0.67393756 0.54571044 0.46906763 0.43662299 0.41929658] [ 0.61374004 0.42194783 0.42318091 0.45807575 0.40171006] [ 0.86043393 0.33866789 0.55006469 0.23096999 0.36949592] [ 0.30302531 0.63228775 0.51015222 0.73554634 0.6766624 ] [ 0.52461857 0.62534672 0.58720853 0.37893219 0.56991124] [ 0.5049591 0.51105576 0.39831807 0.68547787 0.57752668] [ 0.27028248 0.57967038 0.38731818 0.87443578 0.49483943] [ 0.25273223 0.64824587 0.37949355 0.74160643 0.44315294] [ 0.35675475 0.73903587 0.27801836 0.76777972 0.56798726] [ 0.46847825 0.60104477 0.43727374 0.68616204 0.39388613] [ 0.45653627 0.55263301 0.49870071 0.46233934 0.37281591] [ 0.39746281 0.58303677 0.54466305 0.7612428 0.57527026] [ 0.53245531 0.43671256 0.38619458 0.66636619 0.52068656] [ 0.60033033 0.46333488 0.60038345 0.4976979 0.41765339] [ 0.76998713 0.49511811 0.58805437 0.47577632 0.39601358] [ 0.80002476 0.59659064 0.55442117 0.40046735 0.40187339] [ 0.77426942 0.41749217 0.502734 0.32957725 0.46397981] [ 0.77424553 0.43936358 0.34408919 0.40074064 0.35613016] [ 0.74616756 0.40383563 0.59889519 0.5622312 0.40208303] [ 0.7502836 0.36465071 0.41308271 0.43078333 0.52386763] [ 0.51877035 0.48947053 0.47620341 0.79796179 0.37854196] [ 0.34487063 0.54397099 0.35414618 0.59931469 0.49456635] [ 0.3497261 0.52359879 0.61694962 0.66684849 0.55163099] Progress: 48.2% ... Training loss: 0.479 ... Validation loss: 0.792[ 0.27744567 0.69492401 0.3535921 0.82327751 0.54426542] [ 0.67061105 0.395473 0.3767304 0.23468944 0.30641957] [ 0.67771046 0.54437884 0.54260789 0.66814747 0.43436058] [ 0.2367395 0.67537965 0.32925835 0.84148887 0.61577432] [ 0.42049239 0.57041374 0.3341577 0.62770428 0.42900807] [ 0.77771961 0.58102536 0.38948303 0.39886651 0.39436646] [ 0.58423993 0.50967754 0.4847332 0.74626522 0.41300153] [ 0.64349827 0.61583887 0.52203243 0.49713535 0.41591504] [ 0.71471875 0.50150181 0.46650951 0.37122178 0.38276348] [ 0.56339565 0.41727201 0.64270399 0.59470193 0.42016794] [ 0.49117703 0.62323825 0.53101261 0.63458275 0.58366976] [ 0.71670205 0.50249867 0.49621064 0.29625251 0.29708598] [ 0.79162597 0.43668773 0.49873856 0.38550841 0.45257113] [ 0.54236417 0.65613847 0.45137935 0.61588016 0.35733835] [ 0.30745724 0.52058228 0.55802208 0.65434273 0.46400614] [ 0.39886612 0.5432633 0.51356251 0.57895881 0.50733219] [ 0.8261488 0.34109335 0.51610521 0.15089065 0.39215275] [ 0.3063727 0.60302245 0.39234648 0.89288843 0.44215448] [ 0.3735652 0.6723481 0.47332052 0.69283014 0.46977841] [ 0.62184769 0.45344308 0.64684207 0.69933069 0.39008512] [ 0.78936464 0.46742271 0.56940067 0.35503886 0.40988821] [ 0.36824042 0.61071827 0.3857637 0.77515752 0.48647391] [ 0.83650953 0.45280227 0.5494447 0.24270379 0.40611572] [ 0.32121461 0.76033451 0.31644725 0.7598203 0.48135126] [ 0.46067483 0.46250277 0.55801271 0.4140721 0.55375681] [ 0.26464208 0.52544889 0.38432586 0.85790055 0.46532211] [ 0.79952712 0.45737425 0.55806427 0.29198906 0.4801109 ] [ 0.72258782 0.45750102 0.6707721 0.41143758 0.41267389] [ 0.72018954 0.50582945 0.38136068 0.51613293 0.38870942] [ 0.71609339 0.59239701 0.36748406 0.57418161 0.39749436] [ 0.2895894 0.46048684 0.55105355 0.59701309 0.67563891] [ 0.71513942 0.53866515 0.62438013 0.49126149 0.37361176] [ 0.51669843 0.40860063 0.60667079 0.64539094 0.5093164 ] [ 0.74968845 0.59939062 0.51506328 0.38126148 0.41814594] [ 0.59242944 0.55116548 0.47058354 0.39953639 0.34626862] [ 0.31338858 0.73088435 0.40885832 0.81228442 0.3966083 ] [ 0.57981564 0.56570187 0.45011098 0.50664493 0.41127182] [ 0.48168935 0.42164618 0.67861586 0.707896 0.49832854] [ 0.44412885 0.51530245 0.36274976 0.46511904 0.49078909] [ 0.77569643 0.5000522 0.59474127 0.42865085 0.34701517] [ 0.81872899 0.41237511 0.5123655 0.21729755 0.34163737] [ 0.51300153 0.51508267 0.43827742 0.38944289 0.53913572] [ 0.50026291 0.48917139 0.45278643 0.52698739 0.51099446] [ 0.30794419 0.66037525 0.31732283 0.7369543 0.38730523] [ 0.8598433 0.3460119 0.56079468 0.17432575 0.38647549] [ 0.51143507 0.39660657 0.47822278 0.55577261 0.49503745] [ 0.69538819 0.26605421 0.56097947 0.32054543 0.46361618] [ 0.39965065 0.63260985 0.56655793 0.5922778 0.53969768] [ 0.3322713 0.44149446 0.34716133 0.77835399 0.4590065 ] [ 0.29207535 0.69717432 0.40596596 0.76931156 0.48196749] [ 0.74222221 0.44936299 0.59533107 0.4591734 0.4327764 ] [ 0.64666484 0.47042883 0.40125247 0.66056529 0.52333361] [ 0.52621061 0.46480833 0.27505462 0.48411454 0.46300967] [ 0.55190307 0.50671876 0.50495468 0.47293367 0.36763612] [ 0.69927097 0.48775699 0.52235304 0.40973859 0.46742429] [ 0.49602361 0.45659233 0.53141573 0.34796463 0.6252857 ] [ 0.87525128 0.40599804 0.54305661 0.18934071 0.33724868] [ 0.86568472 0.35345402 0.69290189 0.20773358 0.38996433] [ 0.69718905 0.36119485 0.5151153 0.68468649 0.44929743] [ 0.55540383 0.68378983 0.29344737 0.54553889 0.35949357] [ 0.74784363 0.52357007 0.55013676 0.21329525 0.55616826] [ 0.63173053 0.33641878 0.58855294 0.69342734 0.44504542] [ 0.39939724 0.70757937 0.23292299 0.81782837 0.47837848] [ 0.58533418 0.3491068 0.55532794 0.57235868 0.56496091] [ 0.70658705 0.43510293 0.50579212 0.50474936 0.42155172] [ 0.77536653 0.36713935 0.61309727 0.12825328 0.35918977] [ 0.69732403 0.59770368 0.45235724 0.52407322 0.35891428] [ 0.54851954 0.35403076 0.40162571 0.36342356 0.39546762] [ 0.47631431 0.57196419 0.56499532 0.55532374 0.55825951] [ 0.29571019 0.60327656 0.41660464 0.78203368 0.53706391] [ 0.7053693 0.57371302 0.59508026 0.33286414 0.4866246 ] [ 0.30588497 0.53167302 0.56292821 0.5221572 0.52692424] [ 0.62933837 0.66070328 0.44812196 0.64988952 0.48643485] [ 0.77410032 0.44735019 0.65164056 0.3466957 0.41540829] [ 0.36036771 0.77936487 0.3924213 0.6774239 0.52674086] [ 0.74125353 0.36988462 0.49328019 0.29707872 0.34390527] [ 0.24108612 0.48813178 0.37241008 0.77099698 0.54294402] [ 0.51414396 0.54400942 0.37312389 0.48522478 0.45655126] [ 0.40706706 0.56833189 0.26559396 0.60927502 0.50677085] [ 0.37135684 0.51588215 0.49809456 0.6707627 0.59940322] [ 0.5401024 0.66446756 0.46820818 0.6268924 0.40938142] [ 0.63877454 0.49334589 0.60471015 0.36861888 0.4551141 ] [ 0.59035029 0.54170702 0.38857931 0.59901059 0.60705338] [ 0.22111788 0.56649068 0.55250744 0.83261567 0.57552366] [ 0.83912526 0.33277089 0.56829101 0.15952713 0.40553342] [ 0.59127822 0.51237365 0.38883257 0.27879369 0.38542073] [ 0.76540994 0.46287838 0.41992661 0.27618972 0.34032983] [ 0.68732217 0.42659816 0.43031148 0.24136194 0.27142049] [ 0.26887518 0.69424303 0.34350298 0.80501665 0.58382791] [ 0.30626928 0.70644563 0.45701388 0.62437228 0.55908015] [ 0.69538819 0.26605421 0.56097947 0.32054543 0.46361618] [ 0.59242944 0.55116548 0.47058354 0.39953639 0.34626862] [ 0.44464141 0.49692639 0.51805226 0.52833181 0.50377508] [ 0.23003218 0.62461708 0.43931587 0.89353529 0.55451593] [ 0.68223188 0.46993739 0.55566846 0.35580234 0.51167622] [ 0.6149263 0.46441108 0.39269695 0.41310832 0.31977433] [ 0.87948032 0.27713822 0.58072443 0.11437853 0.28266209] [ 0.62982197 0.4628991 0.37601137 0.46151946 0.46539896] [ 0.63680581 0.50086228 0.55430438 0.45145875 0.53450057] [ 0.81306578 0.47225912 0.49605258 0.22902314 0.39424469] [ 0.21636341 0.62250999 0.43516179 0.88523677 0.53854056] [ 0.51851114 0.52913143 0.5486633 0.736007 0.43036983] [ 0.58903755 0.4361832 0.2887066 0.59239537 0.38182928] [ 0.62090209 0.50074037 0.5675175 0.3082701 0.45567325] [ 0.77590409 0.50310267 0.45587607 0.38084811 0.42451998] [ 0.80742234 0.26853852 0.52479804 0.33557486 0.45514162] [ 0.28101776 0.53774336 0.50900051 0.89384253 0.60379622] [ 0.63019004 0.49008148 0.66473632 0.27855078 0.55682159] [ 0.53283674 0.47613615 0.51108556 0.56401924 0.4104475 ] [ 0.64176199 0.5084641 0.54275287 0.42785809 0.35288011] [ 0.55472752 0.5128453 0.49742281 0.76988007 0.41883557] [ 0.75805337 0.47397111 0.47955994 0.33694668 0.43474871] [ 0.5896957 0.56179026 0.70080142 0.58658032 0.46012966] [ 0.67463881 0.49430037 0.29749781 0.41495549 0.35756842] [ 0.67274294 0.45377122 0.56184092 0.28490872 0.38562257] [ 0.73466863 0.31662758 0.67017618 0.26454707 0.40582721] [ 0.73589751 0.45807352 0.54123173 0.24040907 0.47226088] [ 0.52101604 0.53414866 0.3640938 0.45603915 0.49836959] [ 0.77917359 0.39824914 0.42987184 0.42695921 0.44589473] [ 0.47722566 0.5148194 0.39824103 0.62200754 0.46303789] [ 0.73893761 0.42303226 0.49076504 0.29000706 0.4183262 ] [ 0.61709674 0.63696652 0.3650988 0.58644888 0.42635722] [ 0.53028939 0.63472127 0.52784218 0.72517518 0.55055906] [ 0.5375751 0.53221805 0.41861683 0.64618188 0.57895067] [ 0.59498812 0.3774374 0.4450419 0.3496433 0.4035147 ] [ 0.2895894 0.46048684 0.55105355 0.59701309 0.67563891] [ 0.47713366 0.63408248 0.24018313 0.72012487 0.39414537] [ 0.80739365 0.50516624 0.53623878 0.21850442 0.46136813] Progress: 48.3% ... Training loss: 0.478 ... Validation loss: 0.787[ 0.59677896 0.41424084 0.49526845 0.51402306 0.50035153] [ 0.77351902 0.35103824 0.50079154 0.27297925 0.32924433] [ 0.64516352 0.34967621 0.59333323 0.5542809 0.46562255] [ 0.71864557 0.42143108 0.61278733 0.60115022 0.31272612] [ 0.41786336 0.58899975 0.4490202 0.57848326 0.40333954] [ 0.59245875 0.63574316 0.31505088 0.66403314 0.34797645] [ 0.5902843 0.38069573 0.51940884 0.32634455 0.41773159] [ 0.45331523 0.66192018 0.36784265 0.70566567 0.35057171] [ 0.62572364 0.43454529 0.52628701 0.40537593 0.43330968] [ 0.77014715 0.37329981 0.62857185 0.17767305 0.31182895] [ 0.48181003 0.45372915 0.52843393 0.28377442 0.58255342] [ 0.62319583 0.40654902 0.54004191 0.26325397 0.55716158] [ 0.45871635 0.57849734 0.37374408 0.47034735 0.52939734] [ 0.76683264 0.5491202 0.47594544 0.3781788 0.38840834] [ 0.64391246 0.49172045 0.4116965 0.40820524 0.37031538] [ 0.58749215 0.53994493 0.41845914 0.47118046 0.40075994] [ 0.7730207 0.58327887 0.44001072 0.51805172 0.50183186] [ 0.80629143 0.43682699 0.39736385 0.38977763 0.54028525] [ 0.6222751 0.57365337 0.42831458 0.54759238 0.36969007] [ 0.13370331 0.60669069 0.46411899 0.85013388 0.54077102] [ 0.32179791 0.62894216 0.4516497 0.82470601 0.45112585] [ 0.22453665 0.61348898 0.44781018 0.84332804 0.53934427] [ 0.67348462 0.38790757 0.61437499 0.56109202 0.47999141] [ 0.78779866 0.35855403 0.5996153 0.17883311 0.45086535] [ 0.56267151 0.44392702 0.46089398 0.76964513 0.42374414] [ 0.26521503 0.62389083 0.38789485 0.64581754 0.41663087] [ 0.59470368 0.44559355 0.54841146 0.32938186 0.49410464] [ 0.54215658 0.41357521 0.47465707 0.56445338 0.47309718] [ 0.5106477 0.47556554 0.4308256 0.75114429 0.41192681] [ 0.66643603 0.3917306 0.56100756 0.54249332 0.40470804] [ 0.73975574 0.44887137 0.62410497 0.25328408 0.52252768] [ 0.52282962 0.49785692 0.58757049 0.73338128 0.36268007] [ 0.77240963 0.36519987 0.51271445 0.23425999 0.34075593] [ 0.72716699 0.55305499 0.37475413 0.34761532 0.25581965] [ 0.56276637 0.54002308 0.44367932 0.27094325 0.40857652] [ 0.27122446 0.60468319 0.42726055 0.81298015 0.62670754] [ 0.58526299 0.55658753 0.35575531 0.45747989 0.45557527] [ 0.33085348 0.57105071 0.56317919 0.56413756 0.43530282] [ 0.55644646 0.51371191 0.46749274 0.55449341 0.50727828] [ 0.36625177 0.5287931 0.49265889 0.6271119 0.61021073] [ 0.79116705 0.48523108 0.57078683 0.31652406 0.47474312] [ 0.41070428 0.59528121 0.46427246 0.74913611 0.61790597] [ 0.32280584 0.52080812 0.4370807 0.66871657 0.55484552] [ 0.64544063 0.5888061 0.36452916 0.20228206 0.30937567] [ 0.79868794 0.44845447 0.58388118 0.28218625 0.42575157] [ 0.76574878 0.51040994 0.46279645 0.31186951 0.27367537] [ 0.47141394 0.37448614 0.68913122 0.5060268 0.52677823] [ 0.58398525 0.4115416 0.49615117 0.64113099 0.40443917] [ 0.25855552 0.73900911 0.30897022 0.87189788 0.58765761] [ 0.52220172 0.45768748 0.46946936 0.62286605 0.40520978] [ 0.31571751 0.54959159 0.56367283 0.76544295 0.49133898] [ 0.47076817 0.39767551 0.39874626 0.61765499 0.54849583] [ 0.17127828 0.68141555 0.31655596 0.80067805 0.61022896] [ 0.8338715 0.37246252 0.64907392 0.17059423 0.40381075] [ 0.3809403 0.65211738 0.41916818 0.65820161 0.41393757] [ 0.65052202 0.48065745 0.57185254 0.68311161 0.28519273] [ 0.62068955 0.62921541 0.48038072 0.55401717 0.35905526] [ 0.51101891 0.51829144 0.58064195 0.67440605 0.61910601] [ 0.68308655 0.48989062 0.50425075 0.30623772 0.39814434] [ 0.51079582 0.59962019 0.41643972 0.70939215 0.45047115] [ 0.48369268 0.46343875 0.48087587 0.38506071 0.52154812] [ 0.33087126 0.62479678 0.52413743 0.68305693 0.63812323] [ 0.58951101 0.45270315 0.43300191 0.51929912 0.37269644] [ 0.65071861 0.62857592 0.45516167 0.47785855 0.35498141] [ 0.61506654 0.58633996 0.44960307 0.67244183 0.53269744] [ 0.39873616 0.40933285 0.53707989 0.709106 0.45233009] [ 0.66946529 0.49179086 0.48528711 0.62653513 0.41740252] [ 0.4322875 0.48929791 0.37342193 0.52829032 0.52978764] [ 0.58895584 0.4287613 0.48353953 0.56722547 0.49469298] [ 0.43734168 0.53570885 0.53886845 0.4072493 0.59861121] [ 0.70822943 0.34443766 0.6527854 0.46187181 0.35019171] [ 0.46490876 0.64073358 0.37818521 0.63566479 0.4159267 ] [ 0.16021478 0.7202742 0.32298104 0.85283576 0.40632277] [ 0.62572364 0.43454529 0.52628701 0.40537593 0.43330968] [ 0.78737337 0.34718924 0.62274549 0.24344831 0.42861215] [ 0.56605958 0.47621996 0.43457851 0.68824027 0.35550831] [ 0.58383239 0.56395495 0.4200121 0.50307909 0.36082956] [ 0.36199305 0.49987571 0.34683583 0.55250172 0.392173 ] [ 0.63199286 0.68925169 0.29477013 0.54761302 0.40895039] [ 0.58075626 0.59986699 0.29499273 0.64069413 0.49636331] [ 0.64400873 0.38734087 0.41144558 0.47985955 0.50891184] [ 0.49236927 0.52919452 0.52408224 0.75252714 0.39684814] [ 0.63115877 0.63520276 0.4287161 0.38668167 0.42771207] [ 0.27097499 0.49153649 0.42658982 0.85563251 0.43646152] [ 0.53606149 0.57245649 0.60886772 0.55576967 0.59252152] [ 0.68145034 0.30285512 0.4990227 0.6835765 0.43757102] [ 0.5377236 0.59709878 0.36824311 0.52049498 0.45083173] [ 0.43455083 0.4780132 0.59482709 0.3705935 0.52083002] [ 0.3554027 0.63034726 0.41254804 0.55553537 0.45305476] [ 0.64419543 0.43595947 0.53250372 0.32043973 0.40949204] [ 0.54647521 0.34007614 0.38704118 0.6055033 0.35742456] [ 0.53577008 0.58353811 0.49157593 0.62182893 0.49230381] [ 0.18927186 0.63004957 0.52280156 0.74638421 0.53580782] [ 0.8505398 0.45463971 0.42330809 0.43862693 0.42063711] [ 0.67941532 0.63939494 0.44715567 0.52188735 0.37819498] [ 0.45840318 0.43443768 0.60026403 0.33922387 0.62000491] [ 0.4951527 0.56924696 0.5740365 0.5230465 0.56667181] [ 0.19349654 0.58087735 0.41116693 0.81247833 0.49148564] [ 0.17365154 0.52634452 0.50920994 0.69373753 0.61150406] [ 0.44844345 0.42703077 0.44479002 0.681757 0.63893631] [ 0.67460465 0.4913137 0.67539866 0.45308965 0.43727927] [ 0.40546723 0.51519087 0.41973656 0.43919695 0.59385659] [ 0.77033524 0.50870379 0.46378745 0.28634788 0.39107631] [ 0.54203781 0.42438604 0.41892587 0.60563241 0.35366589] [ 0.38889 0.61717193 0.46613984 0.78654657 0.37576619] [ 0.32830233 0.58603991 0.55615647 0.73935129 0.49319234] [ 0.4994428 0.57755014 0.53803906 0.66144757 0.59316051] [ 0.49606998 0.51189645 0.56880637 0.41718404 0.50492776] [ 0.20570689 0.5946567 0.3951956 0.77326954 0.53192212] [ 0.50989076 0.51446745 0.44875312 0.37682114 0.39264967] [ 0.31208553 0.66166041 0.30886673 0.75377638 0.56225819] [ 0.53135572 0.38838245 0.53834704 0.67988443 0.36411069] [ 0.7060954 0.53660266 0.29091457 0.35203293 0.39498546] [ 0.53450669 0.57342287 0.54847945 0.56395397 0.41095985] [ 0.28350817 0.51854959 0.46142091 0.72512238 0.46002894] [ 0.77115134 0.34239873 0.60638408 0.12298109 0.3676797 ] [ 0.74597991 0.33449852 0.4620408 0.35290515 0.49527238] [ 0.77126397 0.43771366 0.65492377 0.28894874 0.46297107] [ 0.20753158 0.7008678 0.44869973 0.8223605 0.56352672] [ 0.81214509 0.48119954 0.39571405 0.45083636 0.42355565] [ 0.82109798 0.39535229 0.41575909 0.42348063 0.43908587] [ 0.42486897 0.52250816 0.50090997 0.55194069 0.42998687] [ 0.35571622 0.59181257 0.4383618 0.62695928 0.41695999] [ 0.51566968 0.60180039 0.54576805 0.65223357 0.54423479] [ 0.72343404 0.39642024 0.65741625 0.33305433 0.45304846] [ 0.67075487 0.40323222 0.65302697 0.42632745 0.45888089] [ 0.50135033 0.58450779 0.46947176 0.5030835 0.41384495] [ 0.73324697 0.37351079 0.43756946 0.28670576 0.36394163] Progress: 48.4% ... Training loss: 0.478 ... Validation loss: 0.786[ 0.53964771 0.47174002 0.43698783 0.36795561 0.46385903] [ 0.42375858 0.45329749 0.48268466 0.64783153 0.44945373] [ 0.67505945 0.45389557 0.5076077 0.25117862 0.41769164] [ 0.40191344 0.56939604 0.47098144 0.64705861 0.54286845] [ 0.58783237 0.56093681 0.56587375 0.40580497 0.42411732] [ 0.52600852 0.51011608 0.31119766 0.5530053 0.31668897] [ 0.42967801 0.46955639 0.50886157 0.6640433 0.59405311] [ 0.63277069 0.40915271 0.46058351 0.33060953 0.3802617 ] [ 0.26317641 0.67896668 0.39248103 0.78483038 0.5303734 ] [ 0.27720825 0.59722675 0.39336252 0.89064696 0.5275038 ] [ 0.55197002 0.38623448 0.49989121 0.59209887 0.44243187] [ 0.7330696 0.41816103 0.58990737 0.38449875 0.4276727 ] [ 0.56179719 0.72515869 0.32946688 0.7920647 0.36069573] [ 0.59414613 0.47579107 0.47003891 0.5088243 0.40046159] [ 0.56676469 0.35281777 0.5216517 0.60216685 0.42333043] [ 0.39543121 0.53581858 0.37549047 0.52784323 0.54016924] [ 0.86010596 0.39064541 0.52053797 0.26891336 0.3543551 ] [ 0.68004899 0.40719963 0.62311015 0.55915321 0.43324642] [ 0.69798369 0.5622236 0.5625768 0.60009905 0.42882006] [ 0.45105384 0.43680994 0.36117596 0.5969787 0.41755789] [ 0.573964 0.51596342 0.50324823 0.48155508 0.34474483] [ 0.34902596 0.6579089 0.35676866 0.67942813 0.46494252] [ 0.62974623 0.54614754 0.41445101 0.35001898 0.5468846 ] [ 0.2716054 0.63768423 0.37776995 0.70408744 0.50329144] [ 0.61878363 0.58896574 0.50242065 0.56434795 0.39576652] [ 0.73582931 0.58227875 0.44225012 0.60705398 0.32501579] [ 0.72700266 0.55308955 0.37475016 0.34769377 0.25582126] [ 0.43242403 0.46780419 0.46321088 0.70320926 0.52617664] [ 0.57124087 0.56260124 0.44243034 0.51044442 0.47887213] [ 0.20698389 0.69698667 0.36437625 0.72891524 0.54666644] [ 0.4710101 0.69628622 0.30784224 0.75788072 0.32072944] [ 0.387178 0.50625008 0.50493035 0.64335229 0.51858101] [ 0.31151402 0.63925022 0.28421915 0.80659971 0.45557844] [ 0.53701048 0.54116886 0.44578511 0.73573739 0.38352977] [ 0.5877202 0.33810974 0.66584203 0.66583517 0.48928817] [ 0.27702556 0.55031871 0.39828034 0.74713873 0.50670162] [ 0.26549646 0.6409044 0.37004189 0.89107713 0.42640089] [ 0.80386955 0.54922348 0.43850398 0.37498751 0.42067192] [ 0.56713926 0.41710185 0.60113418 0.40248148 0.41695664] [ 0.33004635 0.61876697 0.47368223 0.61335058 0.72485618] [ 0.65203655 0.59808452 0.43902708 0.55504764 0.349751 ] [ 0.51995743 0.55361923 0.5056131 0.50888193 0.42818423] [ 0.60351068 0.54914139 0.44143417 0.42548122 0.47311346] [ 0.58109848 0.54647826 0.36005711 0.37095384 0.33094316] [ 0.34122212 0.50893769 0.55988969 0.67810871 0.43736937] [ 0.31046933 0.53427995 0.47554865 0.61398957 0.56163279] [ 0.3595061 0.77987186 0.39210106 0.67775624 0.52706639] [ 0.69690126 0.48101193 0.3990197 0.27146894 0.31513817] [ 0.24829014 0.62391058 0.3932361 0.575504 0.53575658] [ 0.34615034 0.57520961 0.54991148 0.57459141 0.59206646] [ 0.79607409 0.37414807 0.57788323 0.19821155 0.43776679] [ 0.65774108 0.44751215 0.50793293 0.37294058 0.49911073] [ 0.54129245 0.48416398 0.543157 0.49297846 0.56491189] [ 0.87253208 0.44419344 0.53956805 0.18411368 0.36221512] [ 0.7023063 0.30660172 0.66453077 0.52170122 0.3565343 ] [ 0.43679298 0.63976721 0.36262795 0.79958137 0.4326694 ] [ 0.78098088 0.44803776 0.5335864 0.69204252 0.37137189] [ 0.83505023 0.39932308 0.59226539 0.16054199 0.37057816] [ 0.82309757 0.39094556 0.37777818 0.22487132 0.34901842] [ 0.82715783 0.53436688 0.4654458 0.23780171 0.43883724] [ 0.64020535 0.60205415 0.43190366 0.59397756 0.36121806] [ 0.21687999 0.68480403 0.32635269 0.84857232 0.63252579] [ 0.72920076 0.44398416 0.5370033 0.40420864 0.41624238] [ 0.44094474 0.48346376 0.45915951 0.36227039 0.61416041] [ 0.56169668 0.4824399 0.59284808 0.4532309 0.55620355] [ 0.6021648 0.37049367 0.65319867 0.33768973 0.47734643] [ 0.54630776 0.46304138 0.4364131 0.48524177 0.42124506] [ 0.58643407 0.58449097 0.57079383 0.5268334 0.3812644 ] [ 0.51956148 0.51204599 0.49724462 0.82478664 0.51896248] [ 0.33180384 0.60696916 0.48307459 0.59828208 0.42680929] [ 0.69785698 0.48663654 0.56914694 0.46937843 0.44261943] [ 0.23829105 0.5968721 0.38099277 0.73369498 0.58093445] [ 0.52973915 0.45859857 0.5437745 0.55767737 0.50780229] [ 0.54783871 0.58647165 0.33466169 0.42793577 0.36081268] [ 0.65667344 0.45482672 0.57003433 0.47536115 0.42087706] [ 0.56833321 0.62279639 0.29851505 0.57466646 0.37850201] [ 0.5709404 0.46611112 0.53626103 0.43775454 0.36212968] [ 0.67004733 0.55528304 0.43862466 0.56720231 0.54378206] [ 0.68889977 0.34955037 0.39633782 0.34335512 0.47124524] [ 0.68534466 0.39444148 0.45919937 0.37299253 0.46026451] [ 0.77029057 0.33142735 0.65204811 0.20862545 0.36205803] [ 0.37169254 0.57844073 0.50631516 0.62316369 0.68097905] [ 0.60352351 0.4094985 0.54892966 0.50247551 0.46613058] [ 0.73720254 0.32371632 0.50848462 0.36407551 0.4810873 ] [ 0.69347206 0.34947669 0.61244783 0.42313941 0.38183493] [ 0.58419856 0.45037905 0.53142641 0.35668982 0.48876524] [ 0.70300033 0.43623367 0.53545395 0.37070133 0.44618035] [ 0.74070646 0.3583143 0.45147295 0.30203548 0.37421804] [ 0.38684462 0.5466919 0.53957911 0.61863532 0.50417044] [ 0.52131811 0.47159344 0.50477153 0.57021754 0.62110518] [ 0.78684444 0.41873468 0.54955498 0.44520619 0.4327064 ] [ 0.85042632 0.30639901 0.60463177 0.16148475 0.37956254] [ 0.37328573 0.4767605 0.45072638 0.69142438 0.41878654] [ 0.66450593 0.44778471 0.44543123 0.43323827 0.44139936] [ 0.60708927 0.41302915 0.43074225 0.48684664 0.33695237] [ 0.76045177 0.39094381 0.43485238 0.38470124 0.42123336] [ 0.38653556 0.47395062 0.51835696 0.48820637 0.69232235] [ 0.65465977 0.56630367 0.46314727 0.28857371 0.32575986] [ 0.48794004 0.52646708 0.46676879 0.75473447 0.38835167] [ 0.30658203 0.60030642 0.33286797 0.7618441 0.56696374] [ 0.50533221 0.51723958 0.50947936 0.69130251 0.44112495] [ 0.42669985 0.39992007 0.46785574 0.71305208 0.50861451] [ 0.48629155 0.48152151 0.40696263 0.39709273 0.48215555] [ 0.46632875 0.45727575 0.49583046 0.67696642 0.41576716] [ 0.22094563 0.5798964 0.57267506 0.84112186 0.72011012] [ 0.79080254 0.24473032 0.61057763 0.25582662 0.48902668] [ 0.59507078 0.47423367 0.59183792 0.42380788 0.59949477] [ 0.60834427 0.46965937 0.54750723 0.57177049 0.32686759] [ 0.18739909 0.5065078 0.4487046 0.86765853 0.70394638] [ 0.54659711 0.57206236 0.39958811 0.6208276 0.47798581] [ 0.4618861 0.46038465 0.58888623 0.60521455 0.58800132] [ 0.46797266 0.36021459 0.59921956 0.31792066 0.51973631] [ 0.83565663 0.39716327 0.4986259 0.11624009 0.3333313 ] [ 0.37632134 0.60426208 0.35406001 0.72801917 0.47429093] [ 0.37329016 0.70108997 0.41083542 0.6390632 0.36587283] [ 0.55796091 0.53115623 0.56256621 0.68261324 0.38603554] [ 0.32621821 0.52068309 0.46213431 0.61758996 0.64370362] [ 0.74239786 0.35564167 0.44898873 0.29110737 0.38558494] [ 0.41796197 0.6938479 0.35328104 0.75204962 0.36536076] [ 0.41881314 0.6041412 0.29618574 0.70204651 0.56938832] [ 0.68432995 0.50101326 0.49166128 0.34522937 0.43368899] [ 0.55722291 0.468291 0.49509006 0.61670727 0.32833578] [ 0.60168157 0.42755178 0.4106742 0.49186743 0.32791922] [ 0.51333896 0.42101405 0.52573897 0.66583808 0.47228521] [ 0.44090676 0.50001698 0.44300538 0.83854532 0.60198273] [ 0.6916119 0.47709741 0.57727148 0.30304394 0.45765394] [ 0.41197838 0.56224598 0.34726645 0.64828153 0.55689826] [ 0.58228592 0.52135434 0.41269434 0.59399087 0.39881334] Progress: 48.4% ... Training loss: 0.478 ... Validation loss: 0.789[ 0.56046909 0.5879139 0.42638391 0.55861888 0.5912615 ] [ 0.52170578 0.49776154 0.54436873 0.56196121 0.34806732] [ 0.70411846 0.50058344 0.6061895 0.54287894 0.40430701] [ 0.42469764 0.56376811 0.42600161 0.53500912 0.40280598] [ 0.72288499 0.30455339 0.59625942 0.44819687 0.41234824] [ 0.81099739 0.39698238 0.68292421 0.27991432 0.42439023] [ 0.60847719 0.50860232 0.37665154 0.32918135 0.38595954] [ 0.74890439 0.50910853 0.56067058 0.25983083 0.49977788] [ 0.41690247 0.50417105 0.4243917 0.47501303 0.51949515] [ 0.25794368 0.65133895 0.47272246 0.7426511 0.47510211] [ 0.66086802 0.35738137 0.58495937 0.4232391 0.42555147] [ 0.57578395 0.42958811 0.51642952 0.57201164 0.58980746] [ 0.41443546 0.55470372 0.52048841 0.77799165 0.45075075] [ 0.34065786 0.47509101 0.42779851 0.69999576 0.54270705] [ 0.4019394 0.63363746 0.33684127 0.50524861 0.50097163] [ 0.35338937 0.59847382 0.50716661 0.65997902 0.70285714] [ 0.69685212 0.44700658 0.43225294 0.33925253 0.45082759] [ 0.73979806 0.4872064 0.57560888 0.39613913 0.45154747] [ 0.21399074 0.53436202 0.49731842 0.7229459 0.4802689 ] [ 0.21604066 0.58488663 0.3882246 0.76116959 0.52963349] [ 0.42138052 0.62082968 0.46807151 0.5320503 0.40622071] [ 0.75613909 0.44621503 0.5013549 0.23155098 0.30211314] [ 0.79588145 0.43230703 0.54621505 0.30777047 0.44614446] [ 0.41366682 0.41977403 0.62348509 0.36586227 0.67192687] [ 0.53513037 0.37251509 0.45594103 0.70075456 0.36744387] [ 0.4818111 0.50234311 0.47865165 0.36307603 0.47066599] [ 0.51789301 0.54521808 0.38355393 0.62228903 0.52151406] [ 0.7263605 0.43494601 0.42589564 0.29095003 0.39384731] [ 0.62197615 0.53911087 0.46858948 0.41521289 0.58207146] [ 0.28853252 0.69537698 0.48244916 0.63630637 0.52183123] [ 0.48156943 0.59492054 0.52664745 0.77635824 0.46124768] [ 0.46433863 0.6181082 0.49271289 0.58859759 0.56966882] [ 0.50532167 0.50637737 0.56984291 0.36530946 0.42382007] [ 0.29933676 0.64344011 0.35150402 0.42802347 0.59216959] [ 0.60006091 0.62378344 0.59217136 0.56745323 0.51173725] [ 0.83633042 0.3298485 0.62301148 0.19638112 0.46181985] [ 0.83112911 0.42455394 0.61086944 0.24216091 0.44152452] [ 0.72538168 0.41301857 0.43089342 0.32407402 0.42585466] [ 0.43613027 0.54326823 0.54451789 0.59656215 0.37355144] [ 0.57346362 0.60090522 0.40904608 0.46372113 0.36765758] [ 0.78951594 0.52208807 0.60456185 0.35706052 0.42806663] [ 0.24411086 0.71134073 0.44787154 0.8191847 0.53892534] [ 0.83540517 0.40110773 0.47652762 0.2531536 0.3434817 ] [ 0.30531716 0.62428239 0.45700251 0.78897409 0.37996202] [ 0.73675611 0.41682799 0.54133758 0.23879073 0.44707041] [ 0.74379796 0.51646078 0.53490635 0.4754282 0.39435252] [ 0.39366824 0.62896109 0.56913831 0.58896323 0.60289884] [ 0.55578306 0.37592615 0.62834222 0.52307226 0.54307076] [ 0.47981187 0.49794655 0.4883401 0.75653946 0.4773951 ] [ 0.63907109 0.56812809 0.33401176 0.37331604 0.37347273] [ 0.3155648 0.62872074 0.49651349 0.74342861 0.65928708] [ 0.76046781 0.42392245 0.4575917 0.48352883 0.53296395] [ 0.64740998 0.53836559 0.36610023 0.48019582 0.33972137] [ 0.85109279 0.43993052 0.49975415 0.27735474 0.36335429] [ 0.75553479 0.52864833 0.45653239 0.41636444 0.34693316] [ 0.31594601 0.54588136 0.44800457 0.65771461 0.37910458] [ 0.57905027 0.4929138 0.49106448 0.41987648 0.46299105] [ 0.75663671 0.26065619 0.54790058 0.17421896 0.38247864] [ 0.26882362 0.48861801 0.5603391 0.60981027 0.67786645] [ 0.46577457 0.65884481 0.37590452 0.5117003 0.46810423] [ 0.7139732 0.4732677 0.49427803 0.31880659 0.39368741] [ 0.30344558 0.61611983 0.30997845 0.78974928 0.45591682] [ 0.73564834 0.34796066 0.66610167 0.44379926 0.45279472] [ 0.61516642 0.42001985 0.3375608 0.53392977 0.28561438] [ 0.3994861 0.58904352 0.50360453 0.71712591 0.61194903] [ 0.55938893 0.46728162 0.49549352 0.61555003 0.32803326] [ 0.5890777 0.37011229 0.43583528 0.42673164 0.5226381 ] [ 0.55431809 0.43963986 0.5288619 0.51446798 0.34193626] [ 0.62432222 0.44605224 0.42761511 0.34692766 0.36068001] [ 0.40831526 0.42642926 0.46737421 0.64591946 0.3400247 ] [ 0.43549792 0.52812598 0.46778738 0.57338086 0.67116363] [ 0.63339131 0.46308593 0.59061081 0.5416441 0.5736146 ] [ 0.26494421 0.52557524 0.3842262 0.85767799 0.46545939] [ 0.51191922 0.51567965 0.43803543 0.39013457 0.53934341] [ 0.29111873 0.6700326 0.37394706 0.64450585 0.46342832] [ 0.6598119 0.46120631 0.43794276 0.39264783 0.38205868] [ 0.56662075 0.45181003 0.49780105 0.48254979 0.42691909] [ 0.57515681 0.51248793 0.53059082 0.53984845 0.52766135] [ 0.44619979 0.42506542 0.48670755 0.78150018 0.5776558 ] [ 0.71518038 0.60276454 0.37896502 0.44753132 0.53199512] [ 0.33134464 0.60646971 0.33306675 0.82562751 0.42051732] [ 0.39902029 0.70052187 0.32859291 0.67312646 0.35011688] [ 0.59124004 0.42905603 0.52999642 0.69826471 0.5021892 ] [ 0.46577457 0.65884481 0.37590452 0.5117003 0.46810423] [ 0.76980342 0.30435393 0.58428749 0.25664814 0.34938953] [ 0.37775875 0.55188808 0.32223755 0.64732768 0.45337377] [ 0.63666576 0.41991164 0.40439134 0.75782613 0.33571663] [ 0.54674804 0.50062003 0.50176225 0.69168523 0.33147061] [ 0.5943975 0.44537738 0.51720198 0.31147261 0.45821524] [ 0.35020263 0.60159059 0.48338286 0.48346916 0.55032712] [ 0.33502586 0.54425159 0.52994611 0.82735233 0.54628137] [ 0.78202841 0.55695209 0.4096338 0.48576784 0.46307304] [ 0.55460838 0.5274538 0.40907224 0.63813212 0.28343695] [ 0.63001015 0.53723664 0.33134792 0.32788973 0.2842051 ] [ 0.25309389 0.59371283 0.34811128 0.67348832 0.54221863] [ 0.62178467 0.5538346 0.32363356 0.44938646 0.38849088] [ 0.30512049 0.70608556 0.29690872 0.71925273 0.56325809] [ 0.70624892 0.38714967 0.52491736 0.42783219 0.44715976] [ 0.69103122 0.42899547 0.4764645 0.51855652 0.52455522] [ 0.58128679 0.58917789 0.39595685 0.3925959 0.36036793] [ 0.40557057 0.5826171 0.55213595 0.64925992 0.59714697] [ 0.14880196 0.64450218 0.41211818 0.61189179 0.6554941 ] [ 0.60379225 0.48486227 0.59029844 0.6533273 0.48239214] [ 0.35419207 0.59209182 0.46599916 0.71000029 0.35638868] [ 0.16207029 0.55042965 0.33507625 0.86746047 0.60562291] [ 0.31317493 0.59715901 0.52827865 0.78719685 0.60941819] [ 0.71794951 0.38139382 0.48646528 0.16877012 0.43853667] [ 0.76755217 0.46434075 0.4637258 0.43205811 0.45315047] [ 0.63057713 0.38975952 0.46217061 0.61128596 0.36276378] [ 0.65062637 0.55500638 0.46286438 0.46355861 0.51848969] [ 0.65021187 0.4183925 0.57645139 0.35600961 0.5252109 ] [ 0.81261262 0.37148302 0.58866318 0.26983225 0.40691599] [ 0.71287451 0.32602034 0.71271389 0.55804295 0.38773938] [ 0.63821409 0.54996777 0.48916984 0.38953264 0.49347263] [ 0.40025952 0.57402077 0.41042868 0.67331155 0.37412033] [ 0.55269567 0.58449381 0.52468121 0.59753601 0.32626111] [ 0.66961916 0.60666819 0.39748317 0.50356444 0.43473993] [ 0.77068237 0.36919588 0.54676268 0.19056052 0.39949827] [ 0.22236146 0.55448173 0.42010226 0.84107406 0.43333056] [ 0.49490582 0.49113203 0.50502839 0.60254037 0.64727365] [ 0.24595449 0.70423023 0.38872174 0.66767011 0.53519734] [ 0.71308631 0.41816659 0.72520176 0.53884084 0.40596297] [ 0.28357714 0.68998936 0.40989303 0.77196625 0.43338557] [ 0.55269567 0.58449381 0.52468121 0.59753601 0.32626111] [ 0.86775631 0.39535465 0.48665557 0.23222551 0.37144617] [ 0.67081514 0.37051476 0.63152025 0.4343536 0.41471255] [ 0.67428124 0.54570648 0.46901701 0.43623166 0.41936456] [ 0.41454083 0.52934988 0.47922793 0.56762662 0.45635773] Progress: 48.5% ... Training loss: 0.478 ... Validation loss: 0.789[ 0.28833638 0.55751058 0.46474668 0.62094351 0.61221245] [ 0.74264428 0.46376153 0.52609922 0.49993276 0.39106042] [ 0.6053915 0.49732003 0.51504208 0.41419671 0.42292733] [ 0.49663786 0.42760056 0.58708334 0.54403975 0.47160898] [ 0.67954083 0.43513025 0.53318805 0.29900569 0.55249904] [ 0.52547858 0.64092429 0.49508591 0.72255219 0.57636011] [ 0.79968363 0.33547892 0.50566705 0.32666954 0.42827992] [ 0.73806209 0.42371897 0.49046304 0.29046956 0.41858163] [ 0.65951423 0.48025805 0.5601177 0.56054915 0.36148459] [ 0.67262852 0.6342 0.38136597 0.57640159 0.41557472] [ 0.77259011 0.36509487 0.51274998 0.23408677 0.34072361] [ 0.29084669 0.49630005 0.35070585 0.84979633 0.525444 ] [ 0.51057579 0.44630857 0.55379188 0.35108925 0.63878146] [ 0.43233415 0.52145839 0.37072848 0.79355602 0.37628757] [ 0.55588468 0.71887816 0.50531548 0.6725686 0.56788593] [ 0.65771064 0.47553081 0.40684776 0.60036461 0.35939392] [ 0.79914015 0.32764151 0.52476127 0.27841556 0.50315065] [ 0.83054617 0.33864612 0.48376047 0.23820031 0.43143847] [ 0.68297361 0.44477579 0.57849405 0.6122041 0.44297184] [ 0.54088591 0.48439633 0.54305916 0.49313161 0.56499636] [ 0.63432307 0.3677545 0.65078001 0.63578651 0.47607842] [ 0.60464852 0.58120633 0.46578629 0.533231 0.50870605] [ 0.45504918 0.53276093 0.54628658 0.67624094 0.37361179] [ 0.24793853 0.69383522 0.40167822 0.71460803 0.47109549] [ 0.67758084 0.471506 0.37181013 0.32503503 0.34880684] [ 0.68513649 0.50754738 0.45933288 0.30302285 0.31124039] [ 0.68826012 0.42784363 0.63775691 0.64619921 0.36553285] [ 0.36658198 0.56280912 0.56371124 0.81280876 0.61999802] [ 0.21591334 0.64903424 0.43930593 0.8515216 0.44293746] [ 0.45245921 0.52277793 0.52736804 0.40465971 0.56484104] [ 0.62542356 0.35688203 0.58269188 0.48371524 0.48064235] [ 0.27353567 0.6427277 0.56530415 0.76772564 0.64220233] [ 0.72695416 0.49950641 0.40186937 0.47599208 0.41107122] [ 0.69309132 0.40238824 0.60713501 0.55723818 0.37334933] [ 0.77079257 0.47548113 0.40499003 0.38729934 0.25279386] [ 0.63901844 0.46316752 0.42401883 0.66685636 0.31526355] [ 0.60655236 0.49735268 0.45608376 0.39605191 0.42249004] [ 0.32061078 0.56122947 0.4889508 0.85431735 0.50034301] [ 0.52238764 0.51073686 0.49779484 0.82386608 0.51852376] [ 0.20921078 0.70947127 0.38202872 0.75770021 0.52978285] [ 0.30863188 0.46204453 0.54618354 0.65883568 0.46933949] [ 0.5735575 0.36699478 0.52223672 0.40372451 0.43422186] [ 0.60532193 0.6165684 0.44493684 0.58404892 0.41003162] [ 0.80628104 0.41937438 0.4785103 0.44596312 0.38864396] [ 0.64266174 0.55850539 0.51065317 0.5901057 0.44494103] [ 0.61024061 0.5231277 0.48387409 0.56108403 0.59546824] [ 0.43352067 0.53043417 0.55530782 0.75709965 0.44613327] [ 0.67490147 0.454377 0.39342208 0.17969281 0.28888639] [ 0.86630989 0.31623449 0.60397521 0.17673275 0.37961591] [ 0.63045222 0.40876563 0.42428515 0.33548684 0.43250912] [ 0.61689837 0.39193067 0.42595679 0.49487243 0.36465823] [ 0.34555839 0.59812607 0.44555839 0.54978519 0.47115642] [ 0.47127173 0.67182537 0.36610425 0.6726424 0.52648174] [ 0.61890439 0.46232066 0.47141673 0.6588943 0.49227604] [ 0.6050798 0.54184356 0.54449163 0.46641259 0.41179177] [ 0.22487529 0.54834719 0.54210384 0.80843085 0.56386857] [ 0.36213868 0.5916627 0.46812662 0.47455794 0.51646306] [ 0.72752884 0.32301735 0.48991516 0.56431333 0.43245464] [ 0.70256792 0.3885915 0.45226392 0.33760684 0.35236012] [ 0.83844683 0.49746734 0.25548943 0.37017602 0.30373343] [ 0.77400388 0.42690736 0.51007236 0.26501713 0.44715876] [ 0.77091422 0.43788686 0.65484807 0.28913701 0.46301943] [ 0.47201168 0.57528728 0.58088358 0.55746266 0.49024537] [ 0.39670452 0.65823598 0.37306288 0.71119252 0.4823882 ] [ 0.60642964 0.49292265 0.39076577 0.48017708 0.46118279] [ 0.64206012 0.60122567 0.43223771 0.59281553 0.3609635 ] [ 0.38053504 0.44113093 0.53475775 0.47862712 0.60393846] [ 0.74138586 0.4370579 0.45467775 0.39011342 0.42504999] [ 0.64229355 0.48805057 0.43496762 0.32173105 0.40511767] [ 0.47999946 0.52278427 0.46333308 0.59758112 0.42608703] [ 0.26361767 0.73323857 0.37469322 0.71952238 0.41358903] [ 0.74617136 0.4388654 0.55400803 0.33782183 0.34722193] [ 0.33851068 0.56819826 0.50890433 0.78444833 0.60918966] [ 0.71885157 0.42062795 0.35640697 0.41956697 0.39858941] [ 0.27875395 0.55680857 0.40331522 0.83469173 0.55641765] [ 0.55923535 0.51129231 0.53046925 0.59171862 0.42304303] [ 0.52549838 0.67967056 0.44921803 0.57892426 0.40653045] [ 0.34206622 0.67374327 0.48925949 0.55203189 0.40099176] [ 0.7255532 0.48925343 0.49835577 0.37597008 0.52604726] [ 0.74679646 0.51492798 0.53820288 0.41367097 0.48297088] [ 0.24377282 0.65772525 0.32115858 0.82742851 0.43816849] [ 0.29322643 0.53070928 0.57836374 0.84030005 0.59803843] [ 0.76851406 0.35680994 0.56059892 0.34444056 0.35362316] [ 0.72350373 0.36082953 0.47891066 0.4253903 0.44385842] [ 0.29970937 0.54217375 0.54189511 0.70078508 0.57028094] [ 0.34999966 0.55659584 0.48376228 0.84515259 0.48312191] [ 0.86299072 0.46402646 0.45014003 0.20703808 0.40423787] [ 0.59957489 0.43732112 0.57862922 0.33642 0.3996129 ] [ 0.79237358 0.47335996 0.65645547 0.21984279 0.44496181] [ 0.61800886 0.44774365 0.62884213 0.62041947 0.46090087] [ 0.61185899 0.39390658 0.69222741 0.54358364 0.50349352] [ 0.39250848 0.56657975 0.36956303 0.47774394 0.45646785] [ 0.5045046 0.3912323 0.55324278 0.77415785 0.42722343] [ 0.45038326 0.68549009 0.47795001 0.74996198 0.58682275] [ 0.16167644 0.73782921 0.42438904 0.77805388 0.45962102] [ 0.58646705 0.47878168 0.48417864 0.64811349 0.40177474] [ 0.51630013 0.47796832 0.51487556 0.613955 0.38177033] [ 0.36856912 0.61082054 0.38570693 0.77493702 0.48658123] [ 0.51598786 0.59002194 0.36658536 0.52370207 0.48386996] [ 0.36213868 0.5916627 0.46812662 0.47455794 0.51646306] [ 0.5475886 0.53221465 0.5256929 0.43846029 0.43920238] [ 0.44221129 0.47046781 0.47528416 0.64748414 0.49435483] [ 0.79729072 0.46467825 0.60430229 0.35149784 0.39881099] [ 0.58201897 0.57081784 0.4122156 0.68022714 0.34542078] [ 0.68599916 0.5262728 0.46354546 0.38260484 0.40099374] [ 0.27593986 0.61502409 0.44806197 0.81077087 0.5406426 ] [ 0.40335991 0.64973328 0.53695354 0.59123085 0.54252917] [ 0.7897646 0.49033032 0.5241036 0.37434188 0.34492605] [ 0.43256783 0.55279032 0.39202224 0.62648604 0.4844456 ] [ 0.3307579 0.4459616 0.40445102 0.78422714 0.49675364] [ 0.5467207 0.57858954 0.45582957 0.42237902 0.64773357] [ 0.73091786 0.49355303 0.46741605 0.57522903 0.40856518] [ 0.32183336 0.48791549 0.49662 0.7619183 0.46665216] [ 0.43176826 0.53619898 0.4818455 0.47139091 0.51689456] [ 0.67647771 0.40878664 0.72601611 0.60834672 0.39987475] [ 0.41480786 0.57077472 0.45034583 0.77901986 0.46618594] [ 0.31335447 0.55347035 0.47637954 0.79077013 0.38655817] [ 0.64000166 0.35748669 0.49853917 0.55743214 0.47043577] [ 0.69318227 0.3008763 0.62920174 0.25292149 0.41220384] [ 0.68798384 0.46222198 0.47990812 0.51495077 0.42737563] [ 0.26753287 0.57551726 0.51011305 0.76347376 0.40274466] [ 0.37107489 0.51350193 0.48230506 0.72925263 0.39535267] [ 0.5183761 0.56272336 0.46880329 0.50041411 0.4297519 ] [ 0.71101191 0.42027421 0.57975153 0.34371804 0.41081772] [ 0.63297603 0.50043017 0.38618695 0.59686683 0.4578572 ] [ 0.52139577 0.45915869 0.45909972 0.69427296 0.35496685] [ 0.65495578 0.48986644 0.4047736 0.47227455 0.44046475] [ 0.3391152 0.52509993 0.48030337 0.74674356 0.41152704] Progress: 48.5% ... Training loss: 0.478 ... Validation loss: 0.787[ 0.69431939 0.47957997 0.42823338 0.71078152 0.39971294] [ 0.56199545 0.54065367 0.44341517 0.27133149 0.40881265] [ 0.28854128 0.49821612 0.45977554 0.87005029 0.526065 ] [ 0.33269265 0.50339103 0.55040401 0.57835651 0.56514808] [ 0.80542287 0.52616621 0.48893753 0.40212787 0.38914571] [ 0.81662803 0.43213791 0.44896738 0.31882665 0.31980143] [ 0.57809011 0.37178724 0.67095918 0.59602134 0.50572616] [ 0.7730841 0.37189987 0.49490242 0.25116847 0.32739875] [ 0.26776792 0.50092838 0.36933559 0.8347184 0.59837912] [ 0.4672649 0.3908532 0.47090419 0.5074632 0.64172768] [ 0.58160642 0.30673942 0.62192078 0.50291037 0.49198896] [ 0.21215746 0.58343231 0.52714065 0.88591137 0.55306382] [ 0.70339395 0.52673545 0.3605323 0.52276415 0.44497092] [ 0.87294617 0.4874462 0.62070347 0.31848248 0.32476785] [ 0.58337609 0.56920524 0.41880936 0.45404852 0.43286112] [ 0.6618788 0.42788347 0.56002703 0.65391181 0.46967728] [ 0.39740511 0.58869598 0.4266569 0.51276245 0.52384271] [ 0.64200814 0.42647082 0.58843914 0.52603071 0.50385152] [ 0.45506971 0.66141318 0.3680138 0.70464267 0.35046068] [ 0.35405008 0.59945787 0.3559842 0.66874715 0.40394001] [ 0.6509871 0.57537194 0.5307281 0.4675428 0.40230167] [ 0.51894982 0.50740481 0.34348577 0.72579843 0.52884662] [ 0.19131757 0.52408995 0.55191801 0.77476088 0.52291005] [ 0.73747287 0.48857958 0.39031896 0.27336312 0.32369307] [ 0.67107765 0.39888771 0.49242377 0.40523372 0.39382675] [ 0.76836148 0.47684929 0.66779587 0.39411386 0.32018722] [ 0.35448584 0.6615807 0.46156138 0.77863876 0.60452014] [ 0.81761039 0.33597343 0.49765827 0.17945633 0.37385141] [ 0.4985959 0.47454071 0.40815085 0.53980048 0.52274304] [ 0.27243354 0.55013319 0.35104802 0.57577938 0.44476447] [ 0.57963979 0.50272126 0.58382619 0.32458402 0.57751353] [ 0.40111143 0.48405752 0.51921361 0.70022899 0.51727925] [ 0.39858193 0.68480795 0.46178994 0.68389769 0.37266848] [ 0.07818255 0.62024707 0.45432062 0.8753958 0.69187386] [ 0.57749656 0.42431344 0.49680754 0.36376064 0.32222086] [ 0.7732814 0.30962065 0.56152234 0.31589052 0.41168208] [ 0.55980445 0.55121355 0.44096646 0.58721312 0.35660037] [ 0.57750116 0.49116666 0.47352848 0.4548195 0.62395139] [ 0.25601694 0.71521694 0.31267472 0.77463402 0.52523488] [ 0.44541394 0.44927799 0.68496453 0.57387751 0.51937194] [ 0.69919891 0.52063152 0.42025991 0.21955174 0.24495776] [ 0.71881783 0.41499878 0.61670018 0.56843321 0.4356704 ] [ 0.47850151 0.52228616 0.56179875 0.80965597 0.53542068] [ 0.68946544 0.45505044 0.62040853 0.3808293 0.43855863] [ 0.52620485 0.62138945 0.48347051 0.55905681 0.51212766] [ 0.83592221 0.31783838 0.63994409 0.17033261 0.48224221] [ 0.34934237 0.53247421 0.63420303 0.76808941 0.6122643 ] [ 0.25889793 0.53019025 0.42384911 0.84435814 0.47320408] [ 0.61348406 0.63425953 0.42216538 0.4253936 0.44453968] [ 0.69845087 0.42528696 0.59915709 0.41619767 0.50709414] [ 0.41570699 0.67936177 0.569443 0.54510455 0.54980421] [ 0.67091052 0.51981266 0.52317753 0.63154234 0.46833734] [ 0.48059185 0.40643367 0.54456465 0.53796335 0.46768787] [ 0.59038055 0.60348796 0.53399114 0.54719517 0.3743712 ] [ 0.47385507 0.66187531 0.50123544 0.66930105 0.41042814] [ 0.70317321 0.50147613 0.43661127 0.60363612 0.49952265] [ 0.70385652 0.68904465 0.2996785 0.56205213 0.38159926] [ 0.63131164 0.3842329 0.45848433 0.27494362 0.3826337 ] [ 0.40444848 0.63741715 0.44554286 0.71739432 0.35900587] [ 0.66562502 0.38666422 0.46627152 0.4010385 0.44267227] [ 0.47248575 0.37846054 0.54022861 0.76041907 0.48281682] [ 0.16922193 0.61133908 0.36400994 0.89139746 0.56454473] [ 0.77112485 0.49574924 0.5647728 0.23891135 0.45604156] [ 0.67931662 0.44977255 0.47846357 0.54223698 0.31630879] [ 0.76836148 0.47684929 0.66779587 0.39411386 0.32018722] [ 0.55584435 0.64733793 0.33248724 0.5845879 0.43699567] [ 0.52989032 0.42912103 0.50554467 0.61490573 0.35861529] [ 0.41232062 0.49943141 0.4409718 0.49897096 0.48883605] [ 0.4428567 0.64256375 0.39945847 0.61436713 0.5302606 ] [ 0.63843591 0.43657608 0.4581958 0.49220661 0.40123888] [ 0.32952362 0.59604255 0.33196823 0.72884796 0.48346796] [ 0.55844311 0.51986691 0.47546513 0.61507575 0.35393481] [ 0.37517502 0.49346485 0.42883633 0.83823688 0.45694582] [ 0.21374511 0.69977506 0.4568984 0.82540376 0.57650992] [ 0.59985538 0.44557829 0.47448774 0.3137118 0.4741958 ] [ 0.48798849 0.53492238 0.56454365 0.4303805 0.53841932] [ 0.64719763 0.47032213 0.40126405 0.65999987 0.5233688 ] [ 0.3272088 0.69542503 0.40984566 0.71339999 0.51228249] [ 0.75289886 0.42606801 0.51381715 0.28395003 0.51375328] [ 0.53518934 0.52867499 0.58894869 0.5890705 0.5712728 ] [ 0.38777492 0.49391653 0.46200744 0.49046433 0.44369928] [ 0.596428 0.53465089 0.42342464 0.46932135 0.46672912] [ 0.38602161 0.55404487 0.36846079 0.60126473 0.4435525 ] [ 0.7036414 0.49581158 0.43899139 0.24335644 0.42991202] [ 0.62031963 0.58829804 0.50268037 0.5632384 0.39556743] [ 0.32062966 0.67171218 0.46101739 0.6905945 0.49036906] [ 0.3407948 0.61720845 0.43362845 0.64845253 0.50211307] [ 0.35278273 0.5372394 0.60749424 0.77777761 0.45327762] [ 0.78398723 0.39484548 0.51522707 0.41030982 0.38397442] [ 0.41939341 0.69569831 0.50190946 0.70981422 0.49123246] [ 0.35814023 0.69022871 0.35391693 0.7818296 0.50450912] [ 0.38559789 0.60294743 0.44174189 0.55499683 0.45217797] [ 0.47949911 0.47361646 0.62053076 0.67892707 0.39653337] [ 0.79694383 0.52284354 0.54280543 0.48288261 0.3812504 ] [ 0.18356371 0.66859146 0.3053839 0.67117158 0.55176526] [ 0.67485171 0.40075374 0.66667558 0.70535082 0.32648108] [ 0.50547629 0.66415947 0.46669125 0.4539219 0.47471707] [ 0.61851059 0.46251105 0.47132315 0.65890256 0.49235999] [ 0.39167613 0.66116976 0.3857578 0.77188911 0.40174766] [ 0.45229378 0.6770021 0.47584539 0.7603352 0.53599986] [ 0.64045442 0.42666722 0.60095052 0.27339498 0.44729887] [ 0.67002596 0.487817 0.53539673 0.25484911 0.33989998] [ 0.6425572 0.47839092 0.49542088 0.33371162 0.45963762] [ 0.57554761 0.61264884 0.50518198 0.63341892 0.41091403] [ 0.72146883 0.5199649 0.48148805 0.26708076 0.42758336] [ 0.32925182 0.54914683 0.51426797 0.8439179 0.48219873] [ 0.68879991 0.43939062 0.57058179 0.15574909 0.31932082] [ 0.41809998 0.51785444 0.34698745 0.7522165 0.3069826 ] [ 0.20323851 0.65608466 0.44979919 0.896309 0.57871889] [ 0.47044348 0.6041926 0.49037088 0.65836551 0.42554278] [ 0.66160659 0.49483797 0.45439703 0.43792212 0.37793081] [ 0.67450741 0.38616796 0.48715346 0.41288957 0.38555991] [ 0.38618229 0.47533285 0.38944718 0.77958365 0.39490261] [ 0.68548431 0.42762771 0.63913399 0.52488276 0.42425778] [ 0.65542785 0.56291239 0.50979739 0.52300235 0.48182397] [ 0.74585228 0.45190591 0.41421628 0.25917365 0.32697486] [ 0.38561582 0.57851581 0.53206753 0.59692206 0.35047627] [ 0.74473288 0.51591591 0.53511316 0.4745689 0.394188 ] [ 0.77173535 0.35437456 0.60477442 0.25627242 0.40034407] [ 0.75674687 0.39644539 0.61638077 0.2397816 0.37640415] [ 0.83857173 0.48969383 0.54535486 0.28752122 0.3441225 ] [ 0.27282267 0.41641458 0.44777059 0.63007238 0.54482675] [ 0.72919198 0.51730014 0.41312232 0.48135678 0.32431178] [ 0.56697618 0.52356478 0.49834561 0.50522446 0.43775971] [ 0.61333538 0.61827899 0.34856474 0.50069517 0.41185729] [ 0.46542121 0.47610917 0.54409107 0.53803644 0.56670027] [ 0.44653846 0.57284576 0.5084797 0.29113289 0.52132149] [ 0.42827489 0.69586424 0.31802265 0.67762448 0.49427657] Progress: 48.5% ... Training loss: 0.477 ... Validation loss: 0.785[ 0.39014445 0.39501001 0.45247155 0.54232341 0.59222126] [ 0.70696368 0.39610095 0.47591981 0.41339628 0.44079952] [ 0.30425597 0.61746195 0.33996869 0.59111689 0.4643626 ] [ 0.54856574 0.52896664 0.49445658 0.5868198 0.46470962] [ 0.76594378 0.46502507 0.63380708 0.26226504 0.52326832] [ 0.54681843 0.55197676 0.40112767 0.4243169 0.50679848] [ 0.1534082 0.53736681 0.42025221 0.8676974 0.48004715] [ 0.51935245 0.57045361 0.53744941 0.6059543 0.48421501] [ 0.15214687 0.64352495 0.51622645 0.8478929 0.5297413 ] [ 0.52606153 0.57087496 0.43037081 0.58862087 0.54010741] [ 0.64571986 0.46993631 0.54068763 0.39800664 0.53148638] [ 0.5939806 0.38829033 0.54419499 0.4243836 0.39566548] [ 0.25155259 0.55881657 0.41667401 0.64241447 0.64650828] [ 0.59610133 0.51319258 0.43556759 0.60978709 0.59999272] [ 0.83840287 0.43995226 0.57950702 0.32220466 0.40567656] [ 0.46695861 0.60642759 0.52740624 0.65612868 0.59050658] [ 0.27376489 0.64925411 0.42992116 0.61914887 0.4436611 ] [ 0.61813987 0.4184506 0.46907966 0.26650163 0.49750189] [ 0.27047761 0.56625152 0.4451525 0.548376 0.62782294] [ 0.64879908 0.35123196 0.59303667 0.50508039 0.34811486] [ 0.49644092 0.362875 0.43703905 0.36147752 0.46623693] [ 0.24546946 0.59776583 0.41824049 0.71259647 0.58216612] [ 0.41412245 0.69684195 0.26326198 0.75941016 0.49888383] [ 0.70616124 0.56822873 0.42949893 0.4592811 0.37858808] [ 0.33250938 0.65527912 0.41390231 0.66928827 0.48503025] [ 0.52546719 0.57726464 0.34706344 0.63016295 0.44654271] [ 0.33448986 0.58246237 0.53124406 0.61090312 0.62822228] [ 0.71159046 0.417429 0.45202743 0.17432907 0.38936572] [ 0.6041138 0.40179912 0.50971637 0.53535473 0.40468746] [ 0.20116618 0.61011547 0.44054768 0.8132933 0.49240746] [ 0.57137333 0.55631229 0.38669159 0.53574413 0.33847874] [ 0.59135088 0.50687251 0.49095707 0.52737653 0.50424076] [ 0.79588797 0.50116771 0.49302725 0.30158959 0.34282685] [ 0.83419795 0.46816968 0.49765659 0.26300646 0.31906359] [ 0.53364555 0.45289769 0.43283048 0.53214817 0.41396727] [ 0.33393991 0.55514877 0.42992949 0.75020105 0.47455904] [ 0.58513596 0.51130685 0.5936155 0.43233905 0.40541276] [ 0.85839042 0.26331995 0.62374312 0.31109194 0.36887661] [ 0.6545814 0.45677639 0.50352952 0.25440318 0.34360339] [ 0.58613598 0.46499048 0.61107243 0.37234781 0.5375521 ] [ 0.54538529 0.4581352 0.45251254 0.50838736 0.52096803] [ 0.40182285 0.51240717 0.61948577 0.74441552 0.5682408 ] [ 0.42305892 0.55827093 0.43869786 0.55896677 0.35277775] [ 0.38777449 0.56700788 0.59187446 0.68085889 0.46347657] [ 0.75036521 0.47820034 0.49799838 0.26654058 0.28836129] [ 0.75280727 0.40255602 0.59674797 0.37139122 0.41629332] [ 0.81357106 0.39458179 0.35845612 0.39124429 0.33969694] [ 0.69939219 0.41236867 0.55857482 0.49033093 0.48711122] [ 0.50380047 0.51164989 0.33770839 0.72772772 0.39382282] [ 0.53714146 0.64631391 0.43656354 0.50914147 0.46011217] [ 0.59382708 0.60725365 0.54588134 0.47010971 0.50631672] [ 0.57839009 0.52338097 0.4574159 0.75608653 0.36037017] [ 0.38531792 0.57869577 0.53197801 0.5969985 0.35055527] [ 0.33420773 0.48968689 0.51937194 0.51353556 0.47435152] [ 0.68326533 0.38918475 0.58062577 0.50233654 0.49643375] [ 0.75475835 0.39146974 0.6671729 0.42084593 0.4271004 ] [ 0.3709418 0.5199807 0.59601335 0.78896712 0.56724717] [ 0.35104311 0.64574306 0.600583 0.65015938 0.65295606] [ 0.61685588 0.36402393 0.58651445 0.45116368 0.40879077] [ 0.38638853 0.45340941 0.53620848 0.49724968 0.53612182] [ 0.50166202 0.4580842 0.4957668 0.61281612 0.43222813] [ 0.58921231 0.61196664 0.47994191 0.69315901 0.46704912] [ 0.57564572 0.48340764 0.60782749 0.74203732 0.42642716] [ 0.72111969 0.41243646 0.42000431 0.37830755 0.42715125] [ 0.63824907 0.46410168 0.36863691 0.49803212 0.44569519] [ 0.11968811 0.66244206 0.42263439 0.81923115 0.51683355] [ 0.63418432 0.38944256 0.4882268 0.37752948 0.56517929] [ 0.53551687 0.49290867 0.57179146 0.60942693 0.42648618] [ 0.55050667 0.52507598 0.45823201 0.66601485 0.44804673] [ 0.66199512 0.40684694 0.52413519 0.48007213 0.39995419] [ 0.61041815 0.61542717 0.46512324 0.6542242 0.50610741] [ 0.75106465 0.34944822 0.56561748 0.47427655 0.38839335] [ 0.34566721 0.55901843 0.60831182 0.57242829 0.56181448] [ 0.65812576 0.55524301 0.43574327 0.49746206 0.3600505 ] [ 0.60493115 0.58108359 0.4658224 0.53300277 0.50867913] [ 0.65501034 0.5631029 0.50971033 0.52315251 0.48190114] [ 0.56661842 0.49896158 0.53099422 0.65164974 0.38800028] [ 0.47804143 0.61138948 0.38641899 0.50681927 0.50178354] [ 0.60351484 0.37282913 0.57803804 0.59299575 0.4325069 ] [ 0.76549127 0.35799727 0.63602501 0.20526943 0.37048836] [ 0.33410385 0.67470848 0.35742251 0.75733541 0.45139333] [ 0.61164932 0.53877562 0.40125467 0.44507791 0.38393196] [ 0.66395095 0.56742972 0.34873262 0.32602097 0.33583438] [ 0.26297291 0.7335746 0.3744812 0.71970535 0.41379403] [ 0.65217905 0.42790904 0.44863873 0.4707261 0.42225699] [ 0.61919974 0.60202778 0.46604283 0.43963164 0.36831958] [ 0.54542479 0.58812802 0.34529708 0.58008853 0.47010399] [ 0.56122191 0.54114134 0.44321728 0.27173626 0.40897349] [ 0.30550817 0.70610768 0.29689172 0.71890855 0.56332151] [ 0.33834293 0.5983602 0.40639337 0.82262656 0.47352054] [ 0.36669578 0.58641067 0.39960319 0.53537805 0.60431411] [ 0.56451218 0.57520384 0.3674919 0.3647795 0.38913017] [ 0.64949008 0.54481891 0.44594626 0.3495531 0.41693856] [ 0.44719504 0.52379707 0.44032436 0.61902151 0.41821186] [ 0.5553082 0.48413337 0.48908705 0.58128038 0.42340144] [ 0.46831279 0.47944904 0.57043883 0.57353202 0.37805335] [ 0.63074509 0.40295785 0.52018993 0.45229115 0.54844484] [ 0.4717344 0.68566429 0.37821309 0.44304215 0.5435088 ] [ 0.3255681 0.64391942 0.47955271 0.82710011 0.6133196 ] [ 0.50050799 0.57234178 0.51407844 0.77157685 0.57465815] [ 0.60389136 0.53903969 0.40087282 0.57046417 0.55484747] [ 0.5500517 0.65826262 0.47910065 0.49366088 0.38148988] [ 0.65315559 0.50723327 0.55506396 0.24501769 0.44455084] [ 0.38857983 0.49636996 0.55358565 0.75039218 0.50265295] [ 0.48770759 0.53363736 0.54233445 0.79643001 0.54733186] [ 0.59188657 0.5093592 0.49162087 0.50399949 0.43423499] [ 0.56249167 0.56266999 0.45443271 0.72696586 0.52046274] [ 0.48114158 0.62754966 0.32364407 0.56460284 0.53625168] [ 0.27249008 0.70023719 0.42756157 0.81742742 0.52953279] [ 0.52823003 0.57835355 0.41038258 0.4851747 0.45501311] [ 0.61365959 0.29439066 0.5640488 0.60677669 0.46571353] [ 0.43801357 0.3474255 0.58233225 0.46954192 0.65015624] [ 0.86625189 0.43082794 0.54261382 0.26198041 0.39181808] [ 0.5042629 0.440365 0.55743004 0.28389906 0.50474305] [ 0.55514767 0.57991605 0.48762478 0.43258602 0.54213665] [ 0.64186106 0.54816921 0.49083438 0.28845333 0.54840247] [ 0.55624493 0.46390955 0.52635992 0.51085531 0.44287553] [ 0.63776931 0.66977784 0.35545261 0.6195949 0.33694047] [ 0.76923521 0.54145514 0.45123877 0.5013915 0.45603332] [ 0.73051225 0.49379121 0.46730023 0.57527718 0.40866775] [ 0.61111109 0.58848868 0.59116943 0.45870849 0.47811872] [ 0.22666612 0.71958452 0.33901706 0.80203216 0.58331944] [ 0.80908482 0.43793772 0.5334319 0.26392646 0.39795541] [ 0.50526977 0.43479889 0.4003961 0.44224384 0.42192062] [ 0.35552642 0.51590029 0.59124793 0.80783266 0.49142638] [ 0.61448659 0.33970269 0.52475927 0.32057541 0.49622892] [ 0.42286143 0.55742057 0.40754039 0.76181082 0.47555229] [ 0.49731894 0.60920425 0.46136027 0.70707521 0.48078064] Progress: 48.6% ... Training loss: 0.477 ... Validation loss: 0.783[ 0.38550434 0.59821961 0.3757034 0.77160855 0.53089891] [ 0.7535741 0.48677691 0.41200327 0.32828877 0.42723741] [ 0.63655212 0.5155846 0.42711383 0.44550294 0.48072736] [ 0.34849726 0.66430774 0.22742682 0.73199316 0.47311318] [ 0.59615216 0.58606224 0.41990339 0.33991659 0.51448749] [ 0.35529242 0.61450394 0.39369618 0.65319666 0.3545251 ] [ 0.45781472 0.50021704 0.58068265 0.78116115 0.3778411 ] [ 0.63377029 0.58766646 0.42158885 0.45584582 0.40569073] [ 0.5700689 0.41957528 0.46616617 0.42919877 0.42818883] [ 0.83502101 0.33606917 0.36937138 0.42068424 0.43735565] [ 0.76629558 0.4089336 0.54768777 0.54237644 0.33739366] [ 0.67651072 0.53383153 0.39014599 0.45409407 0.31795925] [ 0.1857218 0.63735241 0.43024167 0.84931583 0.41844297] [ 0.27076448 0.56697446 0.3721822 0.72041849 0.49420529] [ 0.69343721 0.35510228 0.55005716 0.28763778 0.47406299] [ 0.26333705 0.60878549 0.45891032 0.8759241 0.64088813] [ 0.73123846 0.48288236 0.48063845 0.33174169 0.44251744] [ 0.58675849 0.49043894 0.4886322 0.64200791 0.36261102] [ 0.73641093 0.33386333 0.59092379 0.34887709 0.41383157] [ 0.41599041 0.53472871 0.56556055 0.54136249 0.63638345] [ 0.86857457 0.35617693 0.53643001 0.1362871 0.36737157] [ 0.20975006 0.67821519 0.32276791 0.80619951 0.53418204] [ 0.6223579 0.44335223 0.54302475 0.49511097 0.5213171 ] [ 0.33824193 0.5988585 0.40614276 0.82277603 0.47374399] [ 0.52465126 0.40090287 0.59636019 0.72717152 0.44510838] [ 0.51772222 0.47823549 0.42316047 0.5707921 0.29070529] [ 0.16475755 0.61246153 0.42697572 0.7229044 0.5649879 ] [ 0.67019877 0.58996276 0.39420605 0.52336563 0.4476051 ] [ 0.63270595 0.52484625 0.38353811 0.3367015 0.36139865] [ 0.53737797 0.5418891 0.39369233 0.39894989 0.42661488] [ 0.59453605 0.41237463 0.50107494 0.36315633 0.60521438] [ 0.80577883 0.4542629 0.38423942 0.34278039 0.29824618] [ 0.35864943 0.59569122 0.44670509 0.67441232 0.54036319] [ 0.41248348 0.47095724 0.44003814 0.63829097 0.42786341] [ 0.20122617 0.5906358 0.5154321 0.75443674 0.54521922] [ 0.74451238 0.43816301 0.41471655 0.20938746 0.39504855] [ 0.42052399 0.64144999 0.48580942 0.77966047 0.3777764 ] [ 0.59567099 0.48321702 0.37972317 0.5486727 0.31182 ] [ 0.67636922 0.3785835 0.47221059 0.2704872 0.3398598 ] [ 0.19153332 0.75420777 0.35221024 0.81749779 0.49064088] [ 0.5334005 0.54165525 0.39022929 0.50791785 0.407869 ] [ 0.38374881 0.43020882 0.45457631 0.82986393 0.5849809 ] [ 0.61948388 0.39509081 0.57376677 0.29538332 0.47516268] [ 0.65218264 0.52664897 0.46975545 0.47313209 0.55759267] [ 0.75810255 0.53420264 0.48662529 0.20731658 0.38257101] [ 0.72468019 0.47639893 0.59790281 0.56971822 0.34896993] [ 0.24717102 0.64734773 0.34164198 0.77432253 0.56175086] [ 0.5274792 0.45363489 0.44273267 0.37274634 0.5798889 ] [ 0.44975219 0.49756386 0.39531535 0.49004954 0.47310806] [ 0.22732967 0.53860197 0.39151038 0.63090695 0.69940059] [ 0.76034182 0.27183995 0.52470897 0.2834024 0.44436261] [ 0.44459166 0.58351058 0.4800344 0.71739453 0.37388837] [ 0.67139664 0.51794214 0.5587693 0.31445833 0.47857393] [ 0.58865634 0.37033532 0.43575296 0.42701787 0.52270345] [ 0.37366006 0.63388711 0.50892431 0.59905618 0.42911817] [ 0.36970736 0.58491952 0.48829112 0.71665278 0.35041918] [ 0.42021529 0.48610844 0.50306789 0.78601025 0.44659788] [ 0.58759173 0.59341199 0.5614748 0.49949407 0.47862997] [ 0.64860688 0.3514237 0.59293408 0.50524938 0.34821304] [ 0.47945219 0.61152563 0.42359202 0.67990572 0.43008464] [ 0.73934901 0.44920157 0.62398979 0.25346927 0.52262103] [ 0.46066295 0.55938984 0.35846326 0.54000474 0.51999758] [ 0.56982635 0.61343246 0.30744848 0.61004256 0.49659245] [ 0.1721147 0.67094278 0.38299722 0.87529764 0.56563989] [ 0.82869133 0.29131188 0.53813113 0.15635983 0.37480367] [ 0.41191988 0.58638927 0.5062881 0.55040488 0.44561926] [ 0.67987158 0.52435569 0.61332985 0.52334847 0.45714473] [ 0.83224952 0.40864 0.57962932 0.25566466 0.45144235] [ 0.46836917 0.58268866 0.46271768 0.66092116 0.4325938 ] [ 0.62099803 0.63080214 0.48798357 0.6835122 0.51126012] [ 0.79977002 0.48702006 0.42650926 0.56628257 0.35750017] [ 0.78133686 0.35111069 0.59074468 0.25819833 0.45494595] [ 0.22200201 0.58545688 0.52236097 0.79748633 0.5639837 ] [ 0.50540721 0.5245481 0.55005295 0.57568964 0.42330569] [ 0.39275119 0.55050263 0.48142084 0.44118943 0.47539501] [ 0.34754941 0.60728097 0.37920233 0.80194756 0.43170792] [ 0.7577796 0.37189286 0.60972198 0.39200064 0.39500278] [ 0.73637998 0.32415677 0.50828085 0.36461373 0.48124826] [ 0.36694096 0.52885009 0.49261657 0.62677982 0.61028019] [ 0.62785722 0.58925818 0.42635611 0.35491157 0.32326747] [ 0.8107186 0.47540375 0.34013874 0.36401509 0.32433819] [ 0.72580998 0.37360247 0.5291386 0.38503696 0.4360005 ] [ 0.86505917 0.42317916 0.36558914 0.36576321 0.38922029] [ 0.71144326 0.5092466 0.48107668 0.43012834 0.49733943] [ 0.7109293 0.47330858 0.50442812 0.68371833 0.44193768] [ 0.67984783 0.43227656 0.40094523 0.36206395 0.36536858] [ 0.42217405 0.42499406 0.5470889 0.71895243 0.56473102] [ 0.64870667 0.39608205 0.413081 0.41493511 0.34265827] [ 0.72814472 0.54735225 0.52299508 0.40961683 0.4332138 ] [ 0.31074116 0.65318228 0.37730895 0.7840517 0.47067288] [ 0.49704387 0.48838245 0.50029604 0.63651298 0.35603001] [ 0.73732174 0.44025205 0.49571527 0.43689437 0.42204049] [ 0.56413733 0.49001904 0.36393888 0.48309002 0.39175614] [ 0.50083198 0.48938512 0.45266743 0.52661966 0.51112866] [ 0.51439125 0.45892072 0.59779228 0.42308618 0.37895298] [ 0.2799203 0.40642888 0.51714722 0.77215389 0.61562717] [ 0.46664819 0.41185617 0.531032 0.64723252 0.56453956] [ 0.67456704 0.49716183 0.49515135 0.2996805 0.377647 ] [ 0.61870604 0.55386517 0.41880117 0.36921408 0.4088265 ] [ 0.46874001 0.40431516 0.35326757 0.65988036 0.41131111] [ 0.70064717 0.57137303 0.56502194 0.41288776 0.47003264] [ 0.49466644 0.54012431 0.40640026 0.43378518 0.59407583] [ 0.29678427 0.68751859 0.304574 0.82920355 0.56773825] [ 0.56228096 0.58980497 0.55428609 0.48329057 0.36906962] [ 0.75537977 0.5243854 0.50908879 0.51110311 0.39594341] [ 0.71358269 0.49859371 0.48930728 0.29818761 0.42393067] [ 0.32084477 0.52037872 0.6100729 0.74169418 0.60635923] [ 0.72167721 0.54001011 0.55016207 0.42178149 0.54860107] [ 0.45280027 0.47804003 0.51774532 0.62844544 0.42290555] [ 0.64537677 0.51090532 0.49864455 0.33592479 0.51537774] [ 0.65085891 0.40648848 0.54500043 0.24454702 0.40082404] [ 0.56008106 0.38942483 0.38966634 0.42530959 0.48814979] [ 0.52718049 0.63756355 0.34983209 0.54447533 0.37103774] [ 0.34758132 0.69496278 0.2745082 0.74939899 0.53389063] [ 0.54915021 0.62883672 0.51254745 0.6181852 0.59587129] [ 0.76034182 0.27183995 0.52470897 0.2834024 0.44436261] [ 0.33914393 0.48631648 0.47706197 0.61335023 0.5384293 ] [ 0.44010156 0.57909575 0.49898836 0.47020463 0.63768357] [ 0.35342673 0.59708385 0.38580273 0.54947527 0.50235419] [ 0.16104038 0.68906368 0.3604598 0.89351593 0.55927619] [ 0.66994631 0.44792287 0.51150362 0.4984607 0.45593787] [ 0.83662198 0.34931509 0.6153652 0.27716675 0.44089728] [ 0.56685599 0.49894185 0.5309868 0.65156221 0.38802163] [ 0.72460846 0.50918981 0.4411358 0.42771832 0.38693332] [ 0.68665367 0.45276335 0.52641451 0.28452697 0.5391096 ] [ 0.28741693 0.61468165 0.38742628 0.82568919 0.6662066 ] [ 0.60642198 0.48634986 0.45958984 0.5939672 0.36043534] [ 0.59297972 0.42913556 0.43443792 0.72381712 0.38580874] Progress: 48.6% ... Training loss: 0.476 ... Validation loss: 0.782[ 0.18464867 0.67338001 0.33085529 0.88634756 0.49355388] [ 0.46126734 0.69437283 0.36019796 0.50631322 0.56802546] [ 0.62017163 0.57547444 0.47824808 0.29773847 0.50025802] [ 0.8628229 0.28263417 0.60823441 0.17948385 0.36871983] [ 0.47532087 0.62887589 0.37861795 0.62922018 0.54848286] [ 0.52358582 0.43266271 0.39173072 0.42392816 0.48147137] [ 0.29658302 0.57043701 0.47888602 0.7975044 0.3636269 ] [ 0.8749907 0.36573524 0.42206465 0.25072275 0.38451222] [ 0.66264229 0.51650483 0.5416432 0.44819294 0.43770734] [ 0.46347842 0.71175795 0.39256759 0.63826875 0.55014327] [ 0.71203012 0.39353657 0.65874622 0.56705508 0.36023866] [ 0.49236465 0.48518824 0.37657645 0.54180558 0.50511743] [ 0.40296717 0.68886252 0.39607447 0.75549047 0.52051501] [ 0.60162884 0.41905292 0.416843 0.54063797 0.37558359] [ 0.64090969 0.57089701 0.42907887 0.31045812 0.45240238] [ 0.59020541 0.34477135 0.66924849 0.49970142 0.48306999] [ 0.66934829 0.50381496 0.46909515 0.49433757 0.38302671] [ 0.33919244 0.59850628 0.40627489 0.82233641 0.47369449] [ 0.47109172 0.43970932 0.48471336 0.29879879 0.33989234] [ 0.72444108 0.43174284 0.51223535 0.3506385 0.30469349] [ 0.7664909 0.34645338 0.63694925 0.51297212 0.41367612] [ 0.46606862 0.50887747 0.50982067 0.80460167 0.38426536] [ 0.76972718 0.4642429 0.45105018 0.34646507 0.37700165] [ 0.82818358 0.29164123 0.53797248 0.15665801 0.37490108] [ 0.38347369 0.40671001 0.53662282 0.4703286 0.65877713] [ 0.3865449 0.60589309 0.36977757 0.79780081 0.57323433] [ 0.31269205 0.59729259 0.4228849 0.62617522 0.51965259] [ 0.58896695 0.5203772 0.34711838 0.48651914 0.32569249] [ 0.51797902 0.51362068 0.5680132 0.42538289 0.3868464 ] [ 0.40516821 0.56706038 0.48827819 0.76143951 0.65412918] [ 0.26699596 0.53862832 0.55094376 0.67948908 0.64117765] [ 0.55958516 0.53865698 0.49195925 0.71729676 0.39409309] [ 0.37960095 0.51056278 0.53264545 0.43883087 0.63325977] [ 0.39166438 0.52201194 0.30865802 0.5277412 0.34586549] [ 0.53339393 0.4502792 0.6346285 0.76538374 0.50551886] [ 0.7961619 0.47291193 0.55518504 0.18273135 0.52627108] [ 0.83028005 0.41217329 0.5830291 0.19829792 0.42741247] [ 0.5622097 0.66626635 0.40160418 0.55268985 0.42414472] [ 0.51114248 0.52455713 0.57690414 0.5090673 0.5329264 ] [ 0.85005257 0.43664125 0.49557208 0.18626492 0.39493075] [ 0.72503818 0.37413064 0.52890782 0.38566076 0.43618701] [ 0.38831727 0.64772569 0.45367138 0.49586139 0.62396109] [ 0.49729165 0.51171817 0.39501926 0.36811077 0.36693616] [ 0.67807993 0.35887554 0.67307224 0.31283009 0.3888008 ] [ 0.59208231 0.48802268 0.52680741 0.7021385 0.34976838] [ 0.25408235 0.70688395 0.28097688 0.72104801 0.53482941] [ 0.54047577 0.49158294 0.57638642 0.54399115 0.46217562] [ 0.70029591 0.37638929 0.64874901 0.3786686 0.42545271] [ 0.62340533 0.42139647 0.54979368 0.45338656 0.4473827 ] [ 0.24147118 0.66426864 0.36973995 0.8626071 0.57163839] [ 0.25150335 0.72263863 0.28435344 0.81446147 0.59746596] [ 0.64711703 0.45323824 0.61776582 0.57267791 0.46781367] [ 0.61855639 0.48025946 0.41301219 0.29910761 0.34017003] [ 0.46671191 0.64621227 0.41945592 0.51613968 0.52983319] [ 0.44410365 0.54795476 0.32745384 0.5353508 0.47014331] [ 0.3365359 0.67411256 0.28934745 0.58469319 0.40934772] [ 0.19202136 0.63652447 0.52107893 0.81805482 0.42431041] [ 0.77410417 0.44367572 0.65193113 0.34508608 0.4408508 ] [ 0.69011365 0.35358475 0.48931225 0.32475935 0.43694554] [ 0.81094932 0.50130844 0.49783612 0.4868563 0.36830472] [ 0.48351518 0.57349376 0.43460204 0.54028721 0.46601645] [ 0.59302121 0.51445943 0.3638006 0.61354919 0.39109921] [ 0.76755015 0.50016333 0.46460844 0.37247293 0.43161223] [ 0.56728358 0.38798599 0.51162033 0.34735954 0.49499024] [ 0.29435388 0.65333857 0.44339809 0.82063142 0.62543343] [ 0.89545891 0.26640013 0.50913296 0.12479683 0.34278258] [ 0.55319715 0.58662511 0.62041422 0.51487791 0.59060432] [ 0.82911398 0.42906457 0.50576335 0.38775262 0.44221039] [ 0.7590249 0.4192162 0.44318911 0.41294992 0.54247494] [ 0.85201913 0.43466644 0.58245157 0.20161059 0.45963096] [ 0.60457266 0.38583424 0.63896118 0.5514592 0.33045111] [ 0.43389617 0.61815877 0.35254845 0.40436868 0.43487966] [ 0.50319867 0.5196065 0.66095231 0.69079529 0.5861385 ] [ 0.86681644 0.32903416 0.53736332 0.24681825 0.42185996] [ 0.6090169 0.46831881 0.59549957 0.65219688 0.49530269] [ 0.36873966 0.51666008 0.52129646 0.62001446 0.58541711] [ 0.26939154 0.70643553 0.40527413 0.64557873 0.50206261] [ 0.32475362 0.51945559 0.56276679 0.72326075 0.37399149] [ 0.42128869 0.63798014 0.34070918 0.7214549 0.5352455 ] [ 0.5585922 0.51534016 0.31222875 0.38133975 0.3305498 ] [ 0.61821813 0.46206379 0.54631192 0.34607256 0.3779251 ] [ 0.20279834 0.53716184 0.35942791 0.88696767 0.59689216] [ 0.87949947 0.48001047 0.51058196 0.35381983 0.27990722] [ 0.6517128 0.48676003 0.3871101 0.37843047 0.4029804 ] [ 0.28996265 0.45615225 0.41767601 0.73417892 0.52126121] [ 0.88172776 0.48193081 0.44051515 0.26769447 0.37010754] [ 0.57294768 0.429627 0.52635053 0.57803318 0.42529686] [ 0.89374171 0.40957675 0.4841637 0.2338041 0.32380727] [ 0.62751704 0.52229469 0.51451331 0.41824558 0.35089341] [ 0.37355397 0.5703976 0.4004607 0.45965794 0.59528162] [ 0.86584591 0.38621879 0.592009 0.1623233 0.40641771] [ 0.70300912 0.47926419 0.47680821 0.34241689 0.48366144] [ 0.74419416 0.40165704 0.50233188 0.20359974 0.43966034] [ 0.74200623 0.32698754 0.51620157 0.26483021 0.41114991] [ 0.79037207 0.40621063 0.5277659 0.39478718 0.41683212] [ 0.7255044 0.43563787 0.42561674 0.29149205 0.3940613 ] [ 0.71129658 0.46565489 0.51714455 0.42120592 0.45933386] [ 0.44542436 0.54298894 0.45832053 0.65008672 0.45027631] [ 0.82697943 0.34017436 0.45662818 0.20280939 0.31351902] [ 0.72818894 0.53212011 0.61013583 0.41004161 0.41571524] [ 0.45581856 0.30753631 0.5004217 0.55137465 0.4309215 ] [ 0.70164275 0.43487987 0.57941154 0.33167037 0.51362266] [ 0.81133723 0.36943875 0.59564605 0.35745402 0.353477 ] [ 0.47886869 0.46269896 0.63835287 0.58691987 0.39229922] [ 0.64032718 0.5329753 0.42136376 0.44553892 0.55988197] [ 0.71706481 0.34092934 0.36962272 0.3634866 0.29626184] [ 0.57227696 0.40077255 0.38434627 0.40678997 0.43357421] [ 0.45910376 0.50149645 0.42845576 0.40470783 0.51616489] [ 0.59110706 0.61188791 0.39715598 0.68116159 0.4722405 ] [ 0.28495125 0.5576433 0.5253923 0.77315413 0.36866895] [ 0.72282796 0.5389586 0.60387679 0.49597269 0.37305353] [ 0.72503818 0.37413064 0.52890782 0.38566076 0.43618701] [ 0.64346751 0.55508712 0.57647466 0.45858888 0.51902855] [ 0.62274193 0.64494645 0.47853225 0.54290849 0.35236328] [ 0.36219623 0.52321897 0.452578 0.51462891 0.46525454] [ 0.65605262 0.56811083 0.53046954 0.58116855 0.3295984 ] [ 0.62819074 0.68186026 0.42988556 0.59005717 0.46194588] [ 0.33287804 0.56738114 0.52841403 0.77369828 0.52434686] [ 0.74367071 0.38282717 0.43911459 0.2209138 0.40010613] [ 0.66234787 0.44451373 0.48808586 0.33412275 0.43510814] [ 0.70280573 0.46423261 0.48626378 0.29755211 0.41770244] [ 0.76746128 0.49892615 0.28082998 0.48126488 0.35257254] [ 0.46531195 0.46514215 0.48156266 0.80109357 0.59409062] [ 0.54475636 0.55579824 0.55263939 0.53003957 0.48836175] [ 0.8577949 0.43085173 0.59501205 0.24419502 0.33860179] [ 0.43762786 0.4426959 0.5979128 0.55661102 0.38525793] [ 0.32630035 0.57413281 0.49375368 0.82969102 0.49499027] [ 0.748247 0.50943906 0.56055032 0.26031319 0.4998399 ] Progress: 48.7% ... Training loss: 0.476 ... Validation loss: 0.783[ 0.84421323 0.30736106 0.54376501 0.23126642 0.42797113] [ 0.33836728 0.46323817 0.32916308 0.61250623 0.54179485] [ 0.49983981 0.5353692 0.49359054 0.58346062 0.4658437 ] [ 0.16964933 0.59987213 0.39708609 0.85444703 0.50241907] [ 0.68399053 0.51586758 0.43318713 0.29751193 0.40816435] [ 0.46934909 0.50204049 0.54436638 0.43279756 0.64173303] [ 0.40635579 0.59870753 0.45803599 0.54350331 0.47395483] [ 0.45395886 0.43609808 0.36139975 0.59506711 0.41743236] [ 0.61215205 0.48078529 0.5325783 0.6200743 0.39460644] [ 0.38087913 0.56485414 0.39075785 0.8409514 0.61448119] [ 0.48647181 0.52584937 0.46175127 0.43736078 0.45557503] [ 0.34223729 0.48001152 0.43202661 0.7625128 0.64322875] [ 0.47924587 0.40998895 0.51223212 0.76358266 0.5354054 ] [ 0.83691669 0.38832046 0.54311733 0.31745807 0.39139929] [ 0.56541491 0.44943365 0.4258744 0.42439326 0.39071075] [ 0.62389819 0.51263362 0.40889575 0.42299215 0.40154655] [ 0.45098203 0.64757606 0.51791481 0.62270005 0.47275377] [ 0.40295397 0.58057173 0.40270001 0.61935127 0.47745932] [ 0.54402453 0.61094754 0.3647285 0.50754036 0.38669471] [ 0.8086321 0.6149403 0.48184285 0.44810479 0.36245463] [ 0.6399392 0.41955711 0.43873611 0.4270865 0.3782929 ] [ 0.62713032 0.53331327 0.44752545 0.32506581 0.29261488] [ 0.74135808 0.43116271 0.57567564 0.67999179 0.40304106] [ 0.60062374 0.32648746 0.38552546 0.43061774 0.43764303] [ 0.28153093 0.57018202 0.38476421 0.8257857 0.55655171] [ 0.46179537 0.50602914 0.53358443 0.55606025 0.44584594] [ 0.70719891 0.59446422 0.52656858 0.49270077 0.4473202 ] [ 0.41965475 0.48664434 0.47718385 0.75523038 0.49113034] [ 0.69371944 0.52866369 0.57958437 0.40260547 0.51851003] [ 0.56039425 0.42381705 0.63485888 0.56517222 0.32515272] [ 0.74135264 0.61899753 0.34394431 0.45542684 0.34166623] [ 0.27387875 0.56714807 0.35010216 0.82084794 0.44853759] [ 0.56061158 0.52718595 0.51907691 0.61884782 0.55924093] [ 0.66221508 0.45399347 0.55338903 0.21466564 0.54512375] [ 0.74677991 0.40456085 0.53604379 0.44022226 0.3648662 ] [ 0.56006336 0.40696854 0.58255461 0.55519464 0.40261246] [ 0.65791518 0.42220302 0.44324159 0.12567827 0.32385495] [ 0.5557587 0.52483917 0.52284471 0.73691575 0.48872306] [ 0.33352249 0.54479517 0.38067063 0.73761448 0.46559275] [ 0.389927 0.48964112 0.44053665 0.63988834 0.40903828] [ 0.58606233 0.41779799 0.46938444 0.3580011 0.65435511] [ 0.40020387 0.6209736 0.53041143 0.61375356 0.3182359 ] [ 0.60582592 0.65240971 0.53891923 0.56324646 0.39755846] [ 0.75317392 0.57915026 0.42925089 0.52983231 0.37857001] [ 0.5833356 0.53874146 0.45503894 0.41351588 0.38951102] [ 0.52122686 0.52442107 0.53450719 0.66302598 0.43079343] [ 0.58690819 0.58225488 0.46094439 0.53121869 0.55700564] [ 0.38500251 0.59658912 0.49040724 0.77715698 0.6290394 ] [ 0.64300215 0.54235936 0.42768025 0.55663033 0.41270208] [ 0.66924867 0.34858769 0.47868482 0.61659251 0.31355617] [ 0.79806674 0.43280582 0.62080793 0.577001 0.35723136] [ 0.68522703 0.52705559 0.46319229 0.3828152 0.40130661] [ 0.68723683 0.33134224 0.5327977 0.39381216 0.42977709] [ 0.7204561 0.57181846 0.39903318 0.38518295 0.36056567] [ 0.62713032 0.53331327 0.44752545 0.32506581 0.29261488] [ 0.56448425 0.63804956 0.40684131 0.6108496 0.41696514] [ 0.56321793 0.52814062 0.38808949 0.29860195 0.41973015] [ 0.671947 0.39299644 0.49448347 0.27785282 0.45004595] [ 0.43474983 0.59729272 0.5080461 0.51144783 0.59149134] [ 0.53538419 0.44437005 0.51092289 0.58495136 0.36721137] [ 0.67714857 0.3475638 0.55113421 0.36705114 0.41867487] [ 0.38097599 0.50728872 0.46165363 0.67015819 0.38456235] [ 0.86248841 0.41230984 0.28533179 0.25197487 0.29651 ] [ 0.69128455 0.3514637 0.49776469 0.57111376 0.30473087] [ 0.54021869 0.4537584 0.33822744 0.46214749 0.4436513 ] [ 0.49070552 0.46576139 0.42663963 0.48107463 0.37618322] [ 0.74009827 0.43374805 0.49338986 0.28393051 0.39983453] [ 0.27394609 0.50144598 0.34123558 0.66025738 0.58089 ] [ 0.57060366 0.4366882 0.58114235 0.33129193 0.34613875] [ 0.59746557 0.33372959 0.52346199 0.45349134 0.50984741] [ 0.71969283 0.41826359 0.56042509 0.4921511 0.44870899] [ 0.26999605 0.69452668 0.34324712 0.80401768 0.5842377 ] [ 0.52477197 0.46608279 0.27461143 0.48444012 0.46356572] [ 0.68551514 0.53856021 0.40220606 0.30088111 0.30816254] [ 0.39101977 0.53117358 0.50710972 0.68925127 0.67396248] [ 0.380232 0.51027588 0.53277386 0.43839572 0.63314695] [ 0.69620627 0.68759067 0.50074588 0.60758703 0.52251457] [ 0.64051518 0.45459142 0.51807347 0.51116942 0.38748158] [ 0.49561086 0.56077932 0.48695333 0.66416229 0.56978513] [ 0.58565381 0.50400076 0.46416011 0.44920558 0.39312143] [ 0.71139776 0.38289904 0.70365489 0.23947213 0.47256766] [ 0.76106831 0.49265219 0.59422715 0.44610884 0.47092539] [ 0.32384668 0.48314587 0.4224668 0.79753516 0.42937585] [ 0.50667692 0.4440961 0.59975484 0.68180626 0.43992162] [ 0.44571675 0.58933176 0.36396333 0.72045357 0.59109425] [ 0.48524462 0.51756559 0.4497392 0.49773435 0.54058227] [ 0.82502005 0.38782021 0.50184559 0.24595671 0.45059232] [ 0.45946235 0.61994995 0.32005753 0.68118777 0.37663795] [ 0.71806374 0.4972258 0.38098514 0.31052715 0.31730368] [ 0.46439789 0.71144236 0.3927207 0.6376146 0.55000969] [ 0.2371462 0.52214551 0.46626931 0.82746922 0.54023163] [ 0.68816739 0.49062634 0.50031667 0.34093195 0.37253156] [ 0.46039999 0.55955172 0.35840491 0.53967202 0.52013091] [ 0.53685952 0.61222212 0.39191301 0.49171834 0.39505924] [ 0.41984306 0.62349422 0.39110777 0.66965021 0.48773746] [ 0.78131705 0.4093167 0.57967004 0.35093714 0.39445383] [ 0.66258611 0.52444389 0.39280847 0.30949979 0.28280951] [ 0.2770378 0.64337697 0.24910354 0.80781144 0.49817558] [ 0.43661524 0.52170104 0.49686232 0.62029631 0.29499482] [ 0.26181789 0.58907235 0.38705362 0.65621599 0.59040794] [ 0.91381346 0.43422051 0.53470696 0.21372315 0.33687606] [ 0.82945458 0.41747574 0.55784246 0.2650471 0.35503372] [ 0.86164487 0.38596494 0.65357605 0.15263023 0.38951772] [ 0.64876886 0.35152409 0.59287573 0.50529953 0.348232 ] [ 0.52317648 0.52758671 0.61058723 0.4554484 0.55278471] [ 0.47147449 0.46251503 0.53647776 0.61468006 0.50558478] [ 0.46709891 0.52700772 0.50364481 0.65108427 0.43420067] [ 0.49739645 0.61885829 0.43480324 0.51494977 0.36153583] [ 0.59125119 0.57553984 0.44073074 0.34139263 0.5019819 ] [ 0.76299325 0.38437228 0.53571812 0.2369494 0.40297987] [ 0.18952914 0.54901595 0.55225959 0.73076446 0.57283758] [ 0.55336201 0.49273452 0.40263945 0.52174768 0.37993933] [ 0.47460527 0.56695172 0.51977865 0.45933019 0.46468464] [ 0.53464806 0.52915813 0.58874129 0.58938019 0.57145912] [ 0.7490876 0.40119423 0.47163956 0.27668994 0.41776549] [ 0.40156869 0.69317642 0.40711508 0.7693194 0.494059 ] [ 0.65636816 0.52030964 0.3663698 0.53425256 0.36840554] [ 0.80184632 0.4037133 0.47007215 0.31207151 0.37127444] [ 0.72293188 0.54135044 0.51542717 0.31152161 0.52748705] [ 0.59446254 0.44683545 0.5371426 0.46721634 0.44077267] [ 0.61137772 0.47242317 0.4146722 0.57972775 0.45757829] [ 0.40966517 0.51183899 0.58199279 0.78621427 0.48507292] [ 0.37744893 0.51779768 0.46822251 0.73421842 0.5926264 ] [ 0.48237504 0.62734959 0.32371254 0.56365162 0.5362295 ] [ 0.64317116 0.49764581 0.55660268 0.46950165 0.55866505] [ 0.67571162 0.46533326 0.44704838 0.27163909 0.35580693] [ 0.62245107 0.56330177 0.36558774 0.53706821 0.42754347] [ 0.57304298 0.40505177 0.50468 0.52213233 0.533947 ] Progress: 48.8% ... Training loss: 0.476 ... Validation loss: 0.783[ 0.55969562 0.55896923 0.41664037 0.65953337 0.56607777] [ 0.47661993 0.60178721 0.3339698 0.52897781 0.44418313] [ 0.71703988 0.42957412 0.3587037 0.22137432 0.29402336] [ 0.58846188 0.51954282 0.43676451 0.78003453 0.36297351] [ 0.52426503 0.64164987 0.43462157 0.52950226 0.39833623] [ 0.68205098 0.48999842 0.48498849 0.37300617 0.48464346] [ 0.51804641 0.612606 0.42542368 0.53962099 0.43912428] [ 0.59794845 0.54802601 0.328881 0.44280322 0.39015192] [ 0.78284208 0.30470128 0.55566271 0.47028486 0.37737914] [ 0.63940114 0.50730294 0.440012 0.40804157 0.46263806] [ 0.35191413 0.61905039 0.56977747 0.65787297 0.52834142] [ 0.70581994 0.40953166 0.60693398 0.43927459 0.40027373] [ 0.34219978 0.67406486 0.48901305 0.55145741 0.40121829] [ 0.32232686 0.52146028 0.43678581 0.66884646 0.55514282] [ 0.67902433 0.32610004 0.63781131 0.27852023 0.35079171] [ 0.63643203 0.41816745 0.43776846 0.58083713 0.53783554] [ 0.82659442 0.40428821 0.3904059 0.28325616 0.45523685] [ 0.71668057 0.42469427 0.46014044 0.27030511 0.36072316] [ 0.37469671 0.53514107 0.56415197 0.56944681 0.4841169 ] [ 0.22057552 0.6772031 0.30890347 0.82724237 0.46737924] [ 0.48049192 0.43348091 0.6231586 0.39338707 0.50716488] [ 0.5167503 0.54258921 0.40422996 0.41931273 0.45663951] [ 0.39371082 0.67444112 0.27440473 0.74210128 0.5345247 ] [ 0.3595751 0.53527466 0.43915303 0.64647716 0.6394814 ] [ 0.86665742 0.32926958 0.53725574 0.24694517 0.42191271] [ 0.77795273 0.38421729 0.51073057 0.32293128 0.33771299] [ 0.62791496 0.51814059 0.338667 0.39870434 0.41481868] [ 0.44014116 0.51968772 0.57956639 0.72454041 0.51020813] [ 0.70242681 0.55391148 0.49069698 0.54320275 0.34136702] [ 0.22978472 0.74553669 0.31516929 0.84282153 0.46075443] [ 0.44943879 0.68081481 0.35233366 0.73985027 0.46467562] [ 0.50496127 0.4800797 0.56250158 0.36635028 0.60619579] [ 0.30615251 0.61807157 0.43734262 0.66794174 0.55687717] [ 0.65415104 0.50675356 0.55527493 0.24445911 0.44433413] [ 0.36176274 0.61624021 0.49900103 0.52372152 0.39394026] [ 0.74523264 0.40114598 0.50255914 0.2029709 0.43943185] [ 0.81686057 0.40896486 0.54371406 0.30466583 0.34018066] [ 0.53469357 0.58756412 0.65016346 0.39644127 0.57451825] [ 0.43112405 0.57915546 0.26969678 0.82532754 0.5165269 ] [ 0.58688789 0.32975597 0.50771964 0.38003175 0.45308629] [ 0.36863482 0.63905647 0.42061277 0.65652698 0.51970992] [ 0.46964427 0.55307592 0.53211023 0.78823966 0.48786467] [ 0.4600825 0.44577822 0.43174377 0.81070718 0.55901483] [ 0.69391621 0.54141503 0.44844367 0.4417364 0.33417013] [ 0.75552111 0.56959501 0.42233245 0.39717831 0.34956928] [ 0.45175426 0.62014115 0.35769007 0.48874346 0.4230219 ] [ 0.83930168 0.34588086 0.61745115 0.22018535 0.45989499] [ 0.44849334 0.52657496 0.51588257 0.73791482 0.46227377] [ 0.23309781 0.74062492 0.35703585 0.71418471 0.53532331] [ 0.52897842 0.42036797 0.5426932 0.39254918 0.44661505] [ 0.3115414 0.55741195 0.57666061 0.84632022 0.59274141] [ 0.3733721 0.53661413 0.60351793 0.47331552 0.50319448] [ 0.13664102 0.70672702 0.42302045 0.89915346 0.52973252] [ 0.64103243 0.40680054 0.49630542 0.58094349 0.33155153] [ 0.50982907 0.45717357 0.55123391 0.70568135 0.50247326] [ 0.29636631 0.7044045 0.29696304 0.70301819 0.61531933] [ 0.57554549 0.54350132 0.54298608 0.51268798 0.48211117] [ 0.50611455 0.52249444 0.53133728 0.58719588 0.31655343] [ 0.60575613 0.40443078 0.56126155 0.56569359 0.32850882] [ 0.53302692 0.55689358 0.49778508 0.6508514 0.35028468] [ 0.80558023 0.50709694 0.43399617 0.2094189 0.32152191] [ 0.41710503 0.53825534 0.40245478 0.64582753 0.51781184] [ 0.45109169 0.48958325 0.4938733 0.82862762 0.53201458] [ 0.49834401 0.71369968 0.35041201 0.59979681 0.49065747] [ 0.64193395 0.48713544 0.58140655 0.66557827 0.35310656] [ 0.65652396 0.45503096 0.56992483 0.47504179 0.42097089] [ 0.52405116 0.50862041 0.5042706 0.4108198 0.66457645] [ 0.58514891 0.42919411 0.48958694 0.36027579 0.45701023] [ 0.59360743 0.65667801 0.57743638 0.55733628 0.5056743 ] [ 0.83052371 0.36848589 0.58620768 0.15814988 0.45449436] [ 0.51760554 0.49397224 0.46695761 0.43553357 0.42207593] [ 0.73003689 0.48360602 0.48034504 0.33221851 0.44277897] [ 0.81433525 0.44270408 0.52179279 0.19997155 0.38686293] [ 0.48012514 0.51076216 0.52697086 0.59365117 0.3629512 ] [ 0.18882964 0.62956799 0.37341646 0.90948024 0.60650034] [ 0.26949835 0.66212074 0.42430089 0.81683756 0.56196043] [ 0.45409376 0.48972372 0.48299762 0.68445266 0.54172327] [ 0.38591128 0.66539172 0.43215485 0.654631 0.45432232] [ 0.87338369 0.46986106 0.55978661 0.33728153 0.37719855] [ 0.46099144 0.43675617 0.55499609 0.47435399 0.61497215] [ 0.42877021 0.54222717 0.34176482 0.51773604 0.39233233] [ 0.52730926 0.53935297 0.37522088 0.52025089 0.39169808] [ 0.39235968 0.5801465 0.33184111 0.63159194 0.56894041] [ 0.40324734 0.51711051 0.46733197 0.86244725 0.59100646] [ 0.57091496 0.52942722 0.47224304 0.39724022 0.55234394] [ 0.7945398 0.37280084 0.52563315 0.3456912 0.40375044] [ 0.33502301 0.50279896 0.58483498 0.42510314 0.63715195] [ 0.48587772 0.67977847 0.44009406 0.61874091 0.51218331] [ 0.58464777 0.47820313 0.50099465 0.49229174 0.47363844] [ 0.79100561 0.48270879 0.46230526 0.29138588 0.51178162] [ 0.72473908 0.45342139 0.62493965 0.35489295 0.43845218] [ 0.59767251 0.4500349 0.43887278 0.23876961 0.46432052] [ 0.25392228 0.50421754 0.58838789 0.7429183 0.55214729] [ 0.82332801 0.41921301 0.59711235 0.19784507 0.3610684 ] [ 0.62244323 0.53903812 0.4686246 0.41487785 0.58205153] [ 0.45842235 0.6668544 0.41619924 0.5402329 0.56986494] [ 0.39441697 0.43903839 0.68849867 0.6620626 0.55826321] [ 0.72739058 0.51140523 0.59349455 0.41268262 0.45275789] [ 0.77263657 0.50516731 0.45501307 0.38291363 0.42520583] [ 0.53209534 0.52529538 0.37742956 0.42154188 0.38865857] [ 0.38610468 0.52827279 0.54620575 0.44438431 0.75682684] [ 0.40399258 0.41308454 0.52317942 0.78395567 0.58320463] [ 0.19288896 0.63589847 0.5213284 0.81748282 0.42409322] [ 0.71817613 0.36710744 0.60071259 0.38246414 0.42266742] [ 0.64349967 0.47671957 0.52919997 0.55494972 0.42890995] [ 0.08884317 0.65195653 0.5454389 0.88023946 0.54664982] [ 0.15708112 0.69854688 0.43094504 0.86186494 0.61083269] [ 0.50484482 0.43714293 0.45147957 0.6729183 0.47184878] [ 0.28392183 0.53322243 0.43186313 0.70801216 0.50254836] [ 0.2432081 0.70080111 0.42633864 0.72623489 0.54408171] [ 0.22427331 0.50552392 0.33397315 0.83926559 0.5241889 ] [ 0.50155574 0.60410132 0.32595102 0.57265074 0.40433132] [ 0.79221113 0.44489268 0.32960562 0.34102232 0.40968209] [ 0.49540188 0.51983179 0.41960869 0.29809819 0.49406467] [ 0.28286871 0.49008757 0.5557853 0.75305502 0.63661196] [ 0.63496759 0.45952237 0.61223829 0.62926887 0.42267316] [ 0.50670594 0.60252934 0.60889069 0.5170874 0.4339435 ] [ 0.17403275 0.56895175 0.48921394 0.80666187 0.50186692] [ 0.16614994 0.67563254 0.37713873 0.85652751 0.50123217] [ 0.70323173 0.50116218 0.60591622 0.5432075 0.40454749] [ 0.51344077 0.5722782 0.58104861 0.52398374 0.47360403] [ 0.57237065 0.55473349 0.47401793 0.56627698 0.368574 ] [ 0.76943764 0.40275665 0.55106693 0.25431808 0.50030814] [ 0.32724482 0.65807017 0.41901184 0.73036994 0.3772344 ] [ 0.87009549 0.37759846 0.64162326 0.2407569 0.37781714] [ 0.81708807 0.51525345 0.53108229 0.38973092 0.45349249] [ 0.37761642 0.5006459 0.432527 0.54388936 0.49159349] [ 0.6211966 0.55444647 0.32340024 0.44928857 0.38872186] Progress: 48.8% ... Training loss: 0.475 ... Validation loss: 0.781[ 0.58148847 0.58855733 0.38694734 0.45329257 0.48805201] [ 0.81204713 0.48084055 0.55040757 0.18703427 0.46251503] [ 0.34173114 0.53054607 0.4762498 0.79331887 0.53627719] [ 0.76093258 0.42109247 0.42088066 0.31616585 0.32828283] [ 0.74060706 0.46230265 0.63952979 0.4833519 0.40201157] [ 0.42054358 0.548711 0.4087737 0.58139896 0.43719315] [ 0.71193839 0.33969123 0.58158791 0.55998729 0.41578255] [ 0.61218212 0.62423782 0.48768873 0.36369073 0.37871506] [ 0.41375676 0.63487282 0.43108566 0.66358553 0.50728706] [ 0.50778113 0.64777026 0.46547981 0.67088398 0.42094125] [ 0.48153485 0.45400565 0.52835439 0.28404396 0.58258667] [ 0.78120182 0.4698494 0.52919123 0.28426539 0.4938942 ] [ 0.58151731 0.45507612 0.45995031 0.64862158 0.50935901] [ 0.31995882 0.42435606 0.3781327 0.66032518 0.45017445] [ 0.63677859 0.651117 0.41473313 0.6705215 0.55772454] [ 0.45284201 0.49634572 0.37136786 0.72518939 0.60499323] [ 0.57551391 0.6700141 0.50201983 0.4754807 0.53692997] [ 0.42792023 0.6442501 0.4411275 0.48869128 0.32905141] [ 0.27901516 0.52292882 0.42918799 0.84634934 0.5553846 ] [ 0.55573513 0.71986689 0.29132406 0.5215918 0.3732199 ] [ 0.53343429 0.41169247 0.67113752 0.73086137 0.47620377] [ 0.40112996 0.45737785 0.49929275 0.68283522 0.40377297] [ 0.68563761 0.45963138 0.49940576 0.28025654 0.38991549] [ 0.43531379 0.46886247 0.3921138 0.73648817 0.38049631] [ 0.55129256 0.41991133 0.45033183 0.59799796 0.63261275] [ 0.43969182 0.53533713 0.53898018 0.40581966 0.5985693 ] [ 0.40613386 0.6117108 0.33090952 0.65066475 0.28466386] [ 0.71731132 0.40274135 0.47624575 0.40673783 0.44257121] [ 0.7902842 0.33232918 0.55112361 0.22913309 0.40077936] [ 0.70238333 0.42103065 0.48423797 0.34971546 0.49277129] [ 0.58549264 0.54097748 0.41803418 0.4720535 0.40109303] [ 0.69758249 0.54060985 0.40621349 0.2038778 0.36075579] [ 0.67923614 0.48819296 0.5063739 0.38248808 0.47944511] [ 0.53316251 0.61979282 0.27149165 0.58025378 0.34608353] [ 0.57910614 0.44683695 0.31583288 0.63732636 0.45892607] [ 0.29192581 0.71980514 0.29949812 0.81598745 0.54872167] [ 0.58492086 0.54577203 0.47556312 0.61942027 0.45982662] [ 0.55869955 0.39305794 0.70347272 0.63895061 0.50379265] [ 0.21653481 0.50035073 0.50617556 0.83891674 0.57210836] [ 0.62317932 0.58329652 0.46339031 0.4401937 0.55989526] [ 0.43104666 0.71115395 0.47023146 0.63394285 0.46241682] [ 0.24690847 0.58656222 0.57316009 0.69784813 0.6387615 ] [ 0.56840827 0.50942171 0.44264277 0.7600808 0.38062862] [ 0.70014102 0.40150451 0.58447558 0.40057347 0.39785348] [ 0.55733597 0.52252948 0.48561244 0.71672213 0.32459596] [ 0.57892531 0.63130796 0.38301685 0.55923703 0.45109238] [ 0.56321176 0.46898034 0.46023063 0.6081502 0.45988089] [ 0.60519202 0.42247784 0.3580175 0.38929922 0.29473675] [ 0.70074814 0.41487429 0.66775315 0.44246604 0.42501804] [ 0.57979266 0.57050682 0.24461527 0.59022604 0.39904036] [ 0.75209324 0.43591468 0.49683211 0.31383394 0.33123547] [ 0.61064238 0.46851932 0.57999845 0.45013909 0.47378119] [ 0.12883199 0.45226602 0.50519553 0.87309992 0.63494434] [ 0.71151584 0.48025459 0.55887423 0.56745391 0.44324228] [ 0.8583063 0.36787682 0.5649639 0.26227986 0.33455654] [ 0.34280841 0.57937918 0.42410949 0.62009531 0.6147253 ] [ 0.38715556 0.675944 0.42255483 0.77501404 0.5630313 ] [ 0.33820722 0.47285809 0.50491415 0.80668201 0.51848552] [ 0.47190345 0.47948362 0.51211065 0.60385556 0.45161365] [ 0.44126803 0.60490475 0.42992043 0.38986745 0.56738776] [ 0.58257309 0.55819021 0.37424664 0.25425914 0.44583996] [ 0.26573845 0.6019169 0.50311211 0.72132684 0.45353378] [ 0.23436215 0.64792192 0.4714052 0.73893155 0.47647393] [ 0.28960488 0.52539812 0.50321386 0.72918545 0.45943641] [ 0.7112163 0.48984089 0.40426632 0.3788273 0.35414755] [ 0.87999468 0.47139299 0.46535495 0.19206575 0.38943765] [ 0.30885589 0.56908965 0.426264 0.8193104 0.4336791 ] [ 0.35410232 0.47496064 0.44485244 0.7993219 0.60025937] [ 0.87066527 0.45864951 0.42261317 0.3790915 0.36175927] [ 0.70313391 0.38231418 0.49277063 0.49507399 0.24345168] [ 0.49716113 0.54627847 0.48544953 0.80810227 0.53763381] [ 0.53969697 0.52116806 0.36767071 0.61656125 0.38792892] [ 0.27526859 0.43445582 0.45923227 0.79199198 0.48472998] [ 0.59751128 0.40220246 0.55931048 0.30530569 0.36281233] [ 0.48139831 0.67268007 0.33609056 0.75943919 0.50584303] [ 0.68535391 0.40713628 0.60681313 0.63771575 0.440278 ] [ 0.82918157 0.37571421 0.51014968 0.20830051 0.40311304] [ 0.26852993 0.62341272 0.30792582 0.70652709 0.46183545] [ 0.57124292 0.42603456 0.585711 0.34764288 0.52830223] [ 0.509628 0.52381672 0.56335176 0.70686616 0.40779423] [ 0.78701047 0.39069378 0.54671956 0.17561406 0.45185059] [ 0.75818354 0.3222859 0.5977806 0.21795036 0.39857402] [ 0.74410534 0.55884182 0.56218941 0.44471934 0.47015203] [ 0.39503965 0.67410284 0.27450909 0.74151192 0.53441174] [ 0.8704535 0.32820881 0.68092694 0.12703178 0.32131539] [ 0.66551198 0.39982451 0.52445694 0.28423303 0.45590427] [ 0.77304914 0.33898977 0.54488412 0.36425765 0.41628306] [ 0.38262109 0.65216913 0.419039 0.65689575 0.41413128] [ 0.51529578 0.58853221 0.51123396 0.47539694 0.49946122] [ 0.2500077 0.58985518 0.37967057 0.82208917 0.447446 ] [ 0.54546264 0.50231456 0.56953498 0.62786527 0.49830349] [ 0.7142915 0.518885 0.42350208 0.37696081 0.52902628] [ 0.32145193 0.44280036 0.37401119 0.7390935 0.49246782] [ 0.46131979 0.43990705 0.40318506 0.57777611 0.65249969] [ 0.63293001 0.48203837 0.36123214 0.39227254 0.34767286] [ 0.69680245 0.51462765 0.42694282 0.44754473 0.39556275] [ 0.71687139 0.31270654 0.6676779 0.51826754 0.42938539] [ 0.69369409 0.39464431 0.50341521 0.70641609 0.44963223] [ 0.50414599 0.35417788 0.56616028 0.4385312 0.66292185] [ 0.64927088 0.57243504 0.36238347 0.38874952 0.34067718] [ 0.30513929 0.48621123 0.51551476 0.5226655 0.52243535] [ 0.48887444 0.46795439 0.56866764 0.71393001 0.4594657 ] [ 0.45149957 0.64810383 0.46507675 0.49150468 0.52532707] [ 0.36206127 0.7033041 0.31765486 0.75394689 0.45814557] [ 0.61402364 0.48653263 0.39480543 0.47935668 0.42881119] [ 0.55058828 0.50889421 0.38687822 0.66973093 0.46060462] [ 0.27939201 0.5496108 0.3984468 0.74548444 0.5066367 ] [ 0.27416442 0.46951225 0.48949382 0.66474208 0.69987173] [ 0.80709572 0.50998095 0.36315006 0.341152 0.3974156 ] [ 0.4564468 0.69978863 0.39590355 0.63754595 0.47434547] [ 0.5953671 0.63514252 0.32177577 0.75479354 0.56943833] [ 0.46301093 0.605719 0.4087504 0.71264706 0.44771127] [ 0.46320036 0.59303659 0.51105844 0.68210213 0.61847016] [ 0.67359205 0.59987433 0.41971252 0.39401774 0.33657938] [ 0.53142632 0.43742495 0.38582765 0.66639833 0.52110037] [ 0.59459876 0.51303109 0.56469509 0.67697494 0.48175549] [ 0.35521148 0.68040102 0.40109608 0.81837139 0.55944924] [ 0.3417666 0.59301023 0.41600577 0.80887088 0.40232707] [ 0.56473149 0.51469757 0.41872358 0.53688544 0.54166288] [ 0.68708614 0.50081109 0.38526039 0.23960098 0.31653256] [ 0.13818651 0.67290937 0.37437562 0.86205791 0.51422535] [ 0.610189 0.44109249 0.43753528 0.56185171 0.34061798] [ 0.85451373 0.34247209 0.48728909 0.32597109 0.43588084] [ 0.41728436 0.64028745 0.55314501 0.54688629 0.41262071] [ 0.60681989 0.49267116 0.67477615 0.38942197 0.414333 ] [ 0.68940763 0.39616301 0.5138385 0.36349973 0.40067452] [ 0.50439057 0.651348 0.2241622 0.69837841 0.29848547] [ 0.6571216 0.4922607 0.49764989 0.63625803 0.27513775] Progress: 48.9% ... Training loss: 0.475 ... Validation loss: 0.783[ 0.42462786 0.60083247 0.47069433 0.42334768 0.40874755] [ 0.72905894 0.55366609 0.46078487 0.4573687 0.47048733] [ 0.62399669 0.61738564 0.38528026 0.46751376 0.38736574] [ 0.28412987 0.63526606 0.51552153 0.68665317 0.60149254] [ 0.68212044 0.343793 0.69913296 0.35327979 0.44163576] [ 0.33517193 0.64224455 0.52070184 0.60445287 0.56497005] [ 0.53984055 0.58246687 0.49196616 0.61923304 0.49208698] [ 0.44607534 0.54280313 0.45837658 0.64959652 0.450232 ] [ 0.66507501 0.45827479 0.58009313 0.70375607 0.43074516] [ 0.63548623 0.49555835 0.40951051 0.43870696 0.45691373] [ 0.36302986 0.7029311 0.31782652 0.75349169 0.45800007] [ 0.70476368 0.26277279 0.55033316 0.25838255 0.410561 ] [ 0.65769986 0.63236618 0.40726649 0.49686615 0.42414121] [ 0.633389 0.53579207 0.48265636 0.547686 0.54910564] [ 0.77298062 0.43406756 0.614706 0.16054518 0.45317929] [ 0.58543563 0.46546481 0.61092429 0.37270758 0.53764456] [ 0.80254014 0.41013205 0.51086491 0.17666327 0.37185863] [ 0.82663362 0.31875564 0.44307744 0.18358346 0.31729435] [ 0.59515984 0.41125067 0.39412407 0.40871203 0.38950915] [ 0.47964505 0.59704163 0.49356768 0.53169367 0.54122733] [ 0.72211752 0.44278338 0.49599111 0.43346136 0.40511031] [ 0.38988983 0.39409006 0.54697746 0.75760486 0.42134254] [ 0.59330792 0.53928965 0.41936862 0.58547321 0.5088242 ] [ 0.65853314 0.4148632 0.61209995 0.62955164 0.46123938] [ 0.3838831 0.54988281 0.55430895 0.69565841 0.6250816 ] [ 0.45048747 0.6170374 0.4571191 0.5434934 0.50972877] [ 0.29926477 0.60272505 0.41671045 0.77995901 0.53714787] [ 0.57453719 0.59602084 0.54369649 0.5268146 0.31124864] [ 0.70245767 0.36721356 0.53182665 0.39966312 0.39989893] [ 0.47836705 0.62769591 0.37908611 0.62735903 0.54809977] [ 0.72454052 0.53605874 0.47422978 0.4818741 0.45239638] [ 0.47343413 0.65050713 0.30476741 0.43693426 0.49035849] [ 0.70755327 0.3941797 0.40943627 0.21890248 0.37528561] [ 0.35958611 0.57825413 0.44755603 0.65325928 0.36853823] [ 0.25503027 0.56008396 0.41517873 0.86420004 0.51274967] [ 0.74239211 0.55189753 0.59497486 0.4012125 0.36889917] [ 0.60835843 0.63221131 0.36077556 0.58301161 0.34133932] [ 0.54664529 0.46672451 0.51211157 0.45978977 0.38180014] [ 0.34784892 0.60106881 0.37965501 0.6909087 0.49498274] [ 0.25362947 0.55189982 0.52953465 0.84863769 0.70203164] [ 0.63100993 0.5438621 0.58898222 0.42156017 0.37669394] [ 0.62702433 0.35693734 0.48139385 0.32026059 0.48923509] [ 0.52638935 0.3900471 0.58321694 0.59181141 0.48890117] [ 0.27795281 0.5829992 0.52149875 0.61573311 0.52705297] [ 0.74375143 0.33650768 0.54741837 0.61598807 0.39206409] [ 0.56561489 0.59331169 0.37957727 0.49796058 0.39147426] [ 0.61389951 0.58589035 0.48901159 0.43783833 0.51764964] [ 0.30105543 0.51733189 0.55186795 0.73215203 0.64908819] [ 0.45982023 0.48181367 0.54584796 0.5241324 0.39949235] [ 0.59356496 0.61043889 0.48054377 0.69076524 0.46659206] [ 0.67750476 0.47112594 0.46444217 0.51255777 0.46484925] [ 0.68612609 0.42758045 0.63911545 0.52423626 0.42427933] [ 0.41114689 0.55594848 0.50389283 0.518876 0.40164143] [ 0.68200572 0.50172892 0.45862435 0.44258002 0.28277055] [ 0.15734556 0.69862631 0.43090809 0.86170113 0.61089402] [ 0.20100703 0.68501154 0.4372148 0.80826679 0.53730204] [ 0.73639432 0.32311252 0.63673214 0.2591609 0.46798253] [ 0.62223033 0.40155327 0.34978856 0.44644546 0.48950493] [ 0.41709228 0.61955929 0.29274891 0.67335801 0.57288796] [ 0.16597916 0.7463103 0.38644552 0.74225318 0.52334629] [ 0.80839706 0.34268069 0.52224906 0.35221543 0.35005959] [ 0.50577919 0.60315513 0.60864314 0.51759559 0.43417436] [ 0.43396984 0.52308527 0.49629593 0.62159733 0.29539267] [ 0.36195848 0.53706968 0.44861576 0.75132346 0.34749965] [ 0.27857666 0.6371909 0.398881 0.60305033 0.44248576] [ 0.56322419 0.50142166 0.50448804 0.48000754 0.54156592] [ 0.64559331 0.50384307 0.4559997 0.69145418 0.36689968] [ 0.59053805 0.47576053 0.45233959 0.37973549 0.35459302] [ 0.65171772 0.44071523 0.60303607 0.41488793 0.48745089] [ 0.12994417 0.58557258 0.59036318 0.89088564 0.75627156] [ 0.37170788 0.4419199 0.45274525 0.6652669 0.63216372] [ 0.34877127 0.54072466 0.52672466 0.5337507 0.55986974] [ 0.44082897 0.50140312 0.60454906 0.68388201 0.44972115] [ 0.57525497 0.54366351 0.5429245 0.51290709 0.4821633 ] [ 0.68397971 0.3678958 0.66173807 0.31365417 0.37412967] [ 0.28777525 0.50145402 0.56085233 0.83842779 0.62513686] [ 0.24888039 0.58592151 0.46022098 0.6181654 0.42593833] [ 0.84611244 0.39994978 0.59978603 0.34868072 0.4279514 ] [ 0.22925587 0.5990115 0.48487877 0.73426289 0.51589416] [ 0.88812956 0.36126216 0.50026836 0.26767724 0.35761465] [ 0.51247658 0.67381075 0.34783328 0.51317446 0.39461043] [ 0.71727334 0.59978343 0.54615869 0.52224015 0.38275733] [ 0.46538715 0.5918005 0.40726503 0.46147392 0.4134956 ] [ 0.60580881 0.50989183 0.46742689 0.40764025 0.45449567] [ 0.43103426 0.47477422 0.51559792 0.73282078 0.39555201] [ 0.75432796 0.52517418 0.50878118 0.51182492 0.3961887 ] [ 0.80713744 0.40657606 0.53479454 0.36588739 0.31245984] [ 0.61981112 0.49723101 0.40965176 0.68932736 0.33690919] [ 0.58991616 0.48830929 0.56327138 0.26460424 0.55636417] [ 0.77069948 0.46371939 0.45126519 0.34567257 0.37679566] [ 0.72020161 0.39295766 0.64339136 0.18246985 0.532513 ] [ 0.61382242 0.4161529 0.52068744 0.51898811 0.39777126] [ 0.54908896 0.38283284 0.47718435 0.41886467 0.41254702] [ 0.66055969 0.51294641 0.53731491 0.21395828 0.60056791] [ 0.73233784 0.47249992 0.48111087 0.25305886 0.5359891 ] [ 0.8122273 0.45617009 0.54317767 0.32390266 0.41031228] [ 0.57409447 0.59078832 0.41173286 0.56001562 0.34835167] [ 0.62927148 0.37875507 0.50621454 0.53011221 0.33264265] [ 0.69059073 0.41325354 0.61916248 0.43747962 0.4234388 ] [ 0.48712702 0.36741847 0.49348822 0.75008421 0.47159392] [ 0.49909393 0.41948767 0.3662991 0.45407064 0.47748207] [ 0.48437157 0.46540558 0.46908956 0.45211646 0.45245448] [ 0.83049738 0.42942989 0.54627458 0.30104051 0.42722414] [ 0.34871386 0.5896327 0.47254506 0.77264947 0.47921387] [ 0.49759495 0.51400659 0.50669876 0.59160721 0.57662966] [ 0.57088392 0.61486831 0.50420002 0.63584199 0.41173031] [ 0.54767816 0.51153159 0.59895197 0.41193363 0.36706998] [ 0.69605509 0.41858939 0.53182233 0.30046515 0.42630127] [ 0.53771065 0.2874985 0.58073565 0.66279734 0.5384174 ] [ 0.4548699 0.46792888 0.59242104 0.55593555 0.5807164 ] [ 0.33822849 0.65593337 0.38445271 0.66297808 0.47148257] [ 0.4431138 0.58710287 0.47638477 0.35900891 0.66134466] [ 0.25476636 0.49653596 0.56011281 0.86569394 0.62307169] [ 0.69237916 0.39478582 0.61515344 0.72675089 0.38501912] [ 0.50808539 0.49560043 0.4502062 0.38551895 0.44353952] [ 0.49759495 0.51400659 0.50669876 0.59160721 0.57662966] [ 0.39296559 0.5270397 0.40660909 0.68861777 0.47038461] [ 0.41835063 0.63994139 0.55330615 0.54626004 0.41247701] [ 0.43293003 0.41632079 0.36786973 0.53166698 0.49489998] [ 0.34853891 0.55687411 0.50553811 0.73891147 0.63510041] [ 0.83412842 0.33898718 0.52347384 0.34725113 0.4420538 ] [ 0.67818594 0.38231888 0.52715915 0.2636874 0.5210893 ] [ 0.18721655 0.56693016 0.4639729 0.80736491 0.6625439 ] [ 0.40370356 0.60899835 0.31607417 0.49373481 0.43918112] [ 0.44783524 0.52389927 0.44025115 0.61851048 0.41828493] [ 0.65292766 0.58413189 0.47655573 0.44060926 0.37835548] [ 0.44793716 0.50800051 0.51446457 0.51416398 0.60078932] [ 0.61097819 0.47138649 0.42265131 0.50355232 0.35190132] Progress: 48.9% ... Training loss: 0.475 ... Validation loss: 0.781[ 0.33850761 0.57657089 0.51034411 0.80349172 0.50798216] [ 0.46541055 0.36139263 0.59875558 0.31926317 0.52008902] [ 0.70688501 0.53370112 0.60008263 0.4501206 0.42827886] [ 0.37172885 0.5195352 0.52788448 0.85039005 0.49119667] [ 0.53949959 0.35869173 0.53841866 0.48221326 0.53700412] [ 0.40524279 0.65539876 0.43952224 0.59260044 0.41992531] [ 0.55055708 0.42521731 0.56976454 0.5951798 0.5635548 ] [ 0.59855033 0.51643503 0.4829458 0.66483404 0.5164486 ] [ 0.71842852 0.45889693 0.58725991 0.1809961 0.44302195] [ 0.40485945 0.42887557 0.46629448 0.64756523 0.34087448] [ 0.60951941 0.45140228 0.55815851 0.58902792 0.31653697] [ 0.44917676 0.54413144 0.51558486 0.45757258 0.44731882] [ 0.61014849 0.67075575 0.31903961 0.61624056 0.46720614] [ 0.70263158 0.53683483 0.52318392 0.43322547 0.42844762] [ 0.61738087 0.590039 0.50191021 0.56470009 0.3962225 ] [ 0.57099622 0.54129559 0.56956942 0.68175026 0.41954185] [ 0.44644004 0.54938738 0.36009172 0.49333403 0.41969088] [ 0.48581668 0.63540776 0.46881821 0.50850528 0.44532977] [ 0.65925375 0.62484672 0.50328963 0.40049313 0.54220628] [ 0.13328951 0.59117408 0.37753746 0.76519205 0.63307897] [ 0.82182666 0.45495232 0.6368445 0.16176884 0.43509936] [ 0.56693165 0.47993327 0.60710914 0.32003067 0.552933 ] [ 0.8404372 0.26217975 0.62625705 0.15985165 0.4528579 ] [ 0.52538461 0.62210441 0.48313635 0.55935649 0.51244435] [ 0.53938906 0.31576794 0.43593421 0.42441479 0.5334606 ] [ 0.52846451 0.57842848 0.48429787 0.26411867 0.38132024] [ 0.46928922 0.67047054 0.55911489 0.53093258 0.44464437] [ 0.6455512 0.60966937 0.38053431 0.43945783 0.41338898] [ 0.73205351 0.50206212 0.47528616 0.1966208 0.42299597] [ 0.73738306 0.49421891 0.50978456 0.20231592 0.39971794] [ 0.67397234 0.50453625 0.51310973 0.28619506 0.41521046] [ 0.8067486 0.26909531 0.52450691 0.3358812 0.45537267] [ 0.49644886 0.51163682 0.50474839 0.66423117 0.42527145] [ 0.22848975 0.60722006 0.45019891 0.82039199 0.61889116] [ 0.29240039 0.49437349 0.41888762 0.58190447 0.61040938] [ 0.52838387 0.50665591 0.51449314 0.45495586 0.60021047] [ 0.43985107 0.6106973 0.52236079 0.66124645 0.50700165] [ 0.4718043 0.45597172 0.49626979 0.67386124 0.4154684 ] [ 0.83534852 0.39592584 0.49552075 0.43202486 0.36644541] [ 0.59661129 0.44753413 0.56547121 0.37956816 0.52103114] [ 0.43897659 0.51249201 0.39819559 0.64817854 0.5353783 ] [ 0.53763733 0.4815132 0.62977149 0.5853386 0.51871657] [ 0.29369113 0.67263553 0.39143188 0.71084498 0.54910539] [ 0.7237812 0.54409486 0.51695807 0.53182306 0.43825838] [ 0.58873368 0.44697194 0.62193571 0.53997493 0.44292789] [ 0.85972684 0.35028958 0.61386199 0.2034064 0.43431422] [ 0.46812391 0.53681962 0.5403216 0.58184367 0.40349687] [ 0.31697334 0.54750389 0.48124438 0.53581541 0.52158016] [ 0.5682995 0.55910462 0.48370374 0.36913352 0.50997724] [ 0.64540871 0.38931503 0.73552489 0.61106065 0.32174505] [ 0.82876019 0.39189995 0.57274815 0.15455158 0.34911447] [ 0.70842982 0.2930963 0.65039501 0.2233708 0.47124673] [ 0.23520827 0.64781083 0.47144215 0.73837467 0.47643984] [ 0.23066536 0.72771736 0.39495487 0.70948743 0.47821899] [ 0.72267945 0.36124462 0.47874723 0.42583796 0.44398194] [ 0.79273154 0.45934272 0.51318989 0.32464677 0.45670636] [ 0.6291572 0.43337928 0.50965969 0.60361422 0.32987377] [ 0.61269858 0.52241074 0.48408106 0.55927109 0.59534247] [ 0.52850853 0.66404572 0.51464303 0.62779824 0.50984829] [ 0.497836 0.55447112 0.48821179 0.42753805 0.43496083] [ 0.81838608 0.40728454 0.56330064 0.24177185 0.4377441 ] [ 0.62854491 0.58410465 0.39897813 0.36706908 0.46912352] [ 0.36097452 0.66533502 0.36612767 0.76511481 0.4548062 ] [ 0.43897659 0.51249201 0.39819559 0.64817854 0.5353783 ] [ 0.61041272 0.43448323 0.61631796 0.32595065 0.62312394] [ 0.56577056 0.53679635 0.47719285 0.5705598 0.43179468] [ 0.33483076 0.65836501 0.33535363 0.6370741 0.45983206] [ 0.73671313 0.4889046 0.50506323 0.19146415 0.39889935] [ 0.71795998 0.38405618 0.50352873 0.12863016 0.33116546] [ 0.46422845 0.488506 0.51176448 0.65805167 0.59358964] [ 0.70420409 0.52650001 0.3605929 0.52184537 0.44495923] [ 0.33954418 0.69007167 0.40093872 0.68024957 0.51652162] [ 0.27584078 0.56325204 0.4784646 0.90423937 0.61139797] [ 0.73542113 0.56268708 0.37388268 0.52812581 0.34301743] [ 0.67393769 0.46430866 0.42579628 0.34794225 0.46351011] [ 0.70092607 0.48169251 0.4818213 0.34940738 0.40850229] [ 0.43335871 0.39789879 0.46861467 0.70954771 0.50805117] [ 0.40592583 0.64223417 0.25094662 0.74405968 0.43440828] [ 0.71824375 0.46029469 0.40758856 0.18614305 0.32361772] [ 0.30484016 0.55483626 0.38791082 0.70340412 0.44188832] [ 0.59551518 0.51190032 0.48731943 0.46786725 0.55913879] [ 0.52850166 0.41879725 0.52248736 0.38994833 0.42951405] [ 0.74641203 0.56708439 0.44673533 0.35224458 0.36696377] [ 0.5243202 0.60578585 0.46654274 0.3437677 0.39653053] [ 0.71358092 0.39044816 0.608323 0.6103208 0.4276891 ] [ 0.74502221 0.33906712 0.45788 0.5375525 0.41964008] [ 0.37962553 0.62282072 0.40473022 0.82519198 0.50072873] [ 0.30484016 0.55483626 0.38791082 0.70340412 0.44188832] [ 0.1987842 0.66429749 0.29602003 0.86053382 0.63452412] [ 0.57052865 0.53462482 0.32034087 0.49468314 0.30521507] [ 0.41219166 0.60292411 0.49007601 0.77660939 0.59880523] [ 0.30782718 0.60907937 0.3943288 0.82908816 0.50931299] [ 0.14115558 0.7410819 0.42434847 0.80893599 0.52480568] [ 0.50884948 0.55348205 0.56314824 0.44411507 0.57249933] [ 0.47817475 0.65977583 0.42688484 0.52339796 0.28623438] [ 0.80456214 0.32361117 0.53895999 0.19193905 0.40957706] [ 0.5786743 0.57545178 0.36330849 0.52433006 0.31663748] [ 0.76397499 0.30531695 0.59533675 0.21830409 0.44745706] [ 0.47775212 0.45710165 0.41086724 0.61716435 0.44588954] [ 0.25042447 0.48049091 0.53543419 0.70824651 0.67378657] [ 0.88210084 0.30938409 0.57787877 0.16079666 0.37293509] [ 0.4436878 0.59456222 0.42456545 0.52205865 0.5300689 ] [ 0.61098958 0.62477515 0.32597034 0.43859599 0.35778924] [ 0.56252443 0.41855171 0.64211907 0.59454263 0.42073676] [ 0.36180823 0.56801595 0.52209352 0.79967126 0.55258206] [ 0.77998708 0.5571332 0.47296224 0.42267159 0.33441483] [ 0.72481003 0.36737433 0.65410638 0.43166113 0.41307522] [ 0.59723032 0.64904403 0.35526929 0.44556065 0.48323371] [ 0.81363451 0.56605836 0.46202624 0.43354766 0.42188336] [ 0.26438769 0.67669595 0.4498897 0.79288316 0.50441887] [ 0.43662005 0.62141043 0.31313609 0.59505583 0.49553255] [ 0.73414756 0.41918948 0.53683785 0.36913778 0.36154964] [ 0.28758855 0.55083979 0.38516774 0.8052095 0.46949188] [ 0.69572701 0.45729106 0.50277002 0.20047424 0.4469701 ] [ 0.79651653 0.5163392 0.46882892 0.18663423 0.3519226 ] [ 0.11649371 0.5115891 0.43516637 0.91384846 0.64317727] [ 0.39255309 0.57550764 0.4590884 0.57948034 0.38568632] [ 0.70940977 0.42194499 0.68535706 0.29508993 0.47783495] [ 0.45782097 0.53367294 0.53131414 0.51719223 0.6196902 ] [ 0.68671788 0.37730775 0.66215594 0.30998224 0.3811793 ] [ 0.48321421 0.44018806 0.42555034 0.63185587 0.57206229] [ 0.66652263 0.43602179 0.52995884 0.40485252 0.3770425 ] [ 0.83221171 0.42667134 0.4977357 0.25012776 0.35545462] [ 0.20055402 0.79316214 0.35446687 0.82845575 0.52020252] [ 0.88005474 0.42187809 0.53460211 0.27740718 0.39530054] [ 0.71182749 0.51657961 0.49751962 0.39088525 0.38309404] [ 0.32149591 0.58584492 0.54336104 0.84184654 0.47988779] [ 0.69495289 0.34525549 0.66207577 0.45836769 0.40499134] Progress: 49.0% ... Training loss: 0.475 ... Validation loss: 0.780[ 0.69678161 0.49041729 0.60155936 0.2834457 0.50574248] [ 0.87204344 0.33501168 0.58696936 0.13874423 0.35244332] [ 0.48754951 0.6390121 0.38260356 0.68654759 0.46669718] [ 0.34665222 0.50348854 0.47198136 0.68285 0.37905346] [ 0.62894596 0.38226022 0.45979378 0.53912787 0.45049008] [ 0.68014557 0.45528428 0.47412229 0.39604616 0.48444916] [ 0.84281419 0.37938984 0.47969001 0.19104571 0.28426923] [ 0.44407476 0.53475293 0.47029185 0.50946114 0.61884692] [ 0.56958851 0.41529598 0.50078295 0.29347775 0.41431794] [ 0.62183397 0.63082099 0.4879214 0.6827871 0.51137077] [ 0.80344066 0.5496751 0.30233694 0.40871669 0.32019223] [ 0.56429581 0.4583377 0.45506056 0.58196502 0.38603792] [ 0.6817813 0.54141486 0.41019006 0.43265855 0.38430729] [ 0.63857088 0.38809571 0.45874405 0.61313997 0.30812654] [ 0.49663355 0.6249324 0.32496969 0.7355725 0.57579078] [ 0.28623258 0.51322523 0.38490102 0.8456391 0.56175524] [ 0.76421979 0.36874845 0.44701975 0.1554588 0.41083825] [ 0.72725415 0.37849333 0.45829432 0.70931426 0.42901702] [ 0.8443031 0.53071647 0.59541605 0.33704776 0.34779995] [ 0.30942272 0.55336007 0.44218019 0.49414242 0.67551386] [ 0.59561384 0.49931076 0.35092895 0.42331099 0.34607683] [ 0.69192598 0.33086467 0.59395803 0.53669358 0.4267444 ] [ 0.65716218 0.40975437 0.64525039 0.38049413 0.39008751] [ 0.57823459 0.42435855 0.58979125 0.45392648 0.36810509] [ 0.30453266 0.4400153 0.50228644 0.76603267 0.71635896] [ 0.5359803 0.49122237 0.60528221 0.68314105 0.5285388 ] [ 0.59062968 0.53841206 0.51761769 0.34428892 0.44453223] [ 0.45828621 0.43472617 0.6001658 0.33934863 0.62006533] [ 0.6582402 0.43705369 0.38805982 0.3366106 0.42820074] [ 0.33990193 0.60117111 0.46850444 0.86945648 0.60415263] [ 0.18391207 0.52268958 0.60419654 0.81594149 0.76715325] [ 0.3090047 0.56791298 0.52102568 0.70354676 0.4263638 ] [ 0.47873396 0.50874003 0.38094261 0.72115876 0.37726879] [ 0.63896971 0.58323367 0.39750155 0.67227496 0.34444121] [ 0.6331344 0.36319101 0.52370443 0.61529337 0.46061254] [ 0.4896246 0.49517334 0.41565699 0.60854875 0.42147787] [ 0.52579789 0.53615761 0.48670052 0.40343664 0.52047701] [ 0.36337008 0.64500593 0.37286383 0.55402554 0.52979074] [ 0.65751105 0.41341203 0.55436845 0.42955968 0.47343743] [ 0.49188228 0.64628601 0.27389919 0.68463591 0.36661468] [ 0.27991692 0.55941299 0.47723089 0.73542856 0.42589347] [ 0.40843653 0.55881003 0.52211701 0.71419932 0.51384053] [ 0.51553794 0.55051355 0.47791687 0.6600111 0.40988375] [ 0.7775607 0.42464647 0.50257628 0.20774529 0.27778554] [ 0.52924901 0.54865639 0.38999484 0.57638834 0.50740117] [ 0.73768099 0.42432652 0.49020028 0.2905008 0.41877922] [ 0.68559286 0.42801602 0.63893797 0.52448807 0.42442623] [ 0.63991337 0.53099577 0.61978168 0.37499112 0.38606761] [ 0.77415856 0.50119097 0.59417863 0.42927643 0.34748314] [ 0.65200194 0.50951088 0.40983807 0.3487171 0.3728248 ] [ 0.8352005 0.3960363 0.4954678 0.43212363 0.36648276] [ 0.70977516 0.5966307 0.38173385 0.42960121 0.42029764] [ 0.56738319 0.51710291 0.51924557 0.51897265 0.44424824] [ 0.4967158 0.50798123 0.54186917 0.40037638 0.37149558] [ 0.49173656 0.46384861 0.56517836 0.41062779 0.69626748] [ 0.42262416 0.57588709 0.2960794 0.62652466 0.546098 ] [ 0.59094595 0.56744628 0.61125847 0.57820263 0.49686704] [ 0.12022233 0.73140664 0.3761702 0.85479482 0.51919113] [ 0.78095644 0.27917828 0.64358536 0.16553358 0.43353638] [ 0.60941427 0.33194875 0.44693968 0.39774175 0.43549772] [ 0.82430614 0.4642742 0.57786488 0.32470141 0.40746038] [ 0.39201932 0.44051484 0.68797383 0.6631829 0.55877815] [ 0.42370757 0.62086227 0.42144116 0.52425146 0.40283339] [ 0.54817707 0.58859384 0.41926469 0.60826775 0.38213352] [ 0.64924392 0.48681895 0.53767954 0.41528202 0.48698495] [ 0.75934014 0.51288808 0.43128488 0.31702418 0.40568574] [ 0.51443195 0.48092288 0.53193609 0.41553746 0.45527312] [ 0.8512668 0.36624808 0.66995155 0.25374798 0.3996403 ] [ 0.36468133 0.53320931 0.39327353 0.82532247 0.46198949] [ 0.60212395 0.46953712 0.5432731 0.56578861 0.3627933 ] [ 0.79734302 0.43147793 0.54654953 0.30652648 0.44583487] [ 0.42832427 0.47069158 0.5083718 0.66433072 0.59448093] [ 0.39713017 0.56228496 0.41443184 0.69793665 0.53906147] [ 0.24934425 0.4833661 0.5750365 0.88362143 0.66041086] [ 0.74296218 0.42434913 0.44369841 0.32655843 0.43525039] [ 0.39581466 0.6494268 0.33256618 0.58440864 0.56488911] [ 0.18486299 0.5222898 0.5798946 0.89577205 0.70061081] [ 0.82975292 0.44241088 0.46441541 0.24912557 0.32408077] [ 0.30503909 0.60505114 0.31636585 0.91556833 0.46685125] [ 0.44974967 0.55723206 0.39081244 0.60648763 0.57600807] [ 0.82959751 0.42879447 0.50586855 0.3872524 0.44210299] [ 0.40041684 0.62763817 0.46386837 0.64079427 0.55382474] [ 0.50752476 0.43220272 0.58469591 0.60972007 0.39495195] [ 0.81288685 0.54318906 0.48487786 0.32184015 0.39928932] [ 0.57573957 0.51526327 0.51375762 0.50611736 0.42468722] [ 0.15246745 0.80804472 0.35046449 0.82546871 0.54276843] [ 0.64754687 0.56648593 0.54096043 0.46803008 0.40730193] [ 0.78819208 0.41270254 0.58478184 0.37878813 0.37931252] [ 0.74941826 0.41261448 0.5188569 0.36814626 0.51454387] [ 0.64836668 0.49172069 0.51672623 0.4107829 0.56089768] [ 0.39905595 0.65365828 0.43215892 0.84204638 0.50178179] [ 0.75976515 0.51664872 0.64754328 0.39908577 0.34708604] [ 0.39633894 0.50108666 0.53592754 0.65855159 0.51995649] [ 0.32624147 0.69173036 0.30073326 0.73969615 0.4599483 ] [ 0.30499048 0.52033965 0.47391928 0.65959721 0.49953977] [ 0.44864507 0.53219575 0.37941903 0.73957288 0.53045558] [ 0.2702059 0.42858502 0.45479767 0.84457867 0.67055207] [ 0.40634928 0.46235281 0.47850328 0.73090511 0.43203732] [ 0.30485302 0.66091392 0.52331605 0.73100035 0.52709309] [ 0.69729786 0.35557901 0.71725261 0.23099477 0.55629195] [ 0.60113804 0.45091652 0.51346454 0.71154599 0.51739478] [ 0.50311001 0.47532432 0.54674519 0.44812638 0.39557208] [ 0.12848095 0.70901332 0.32298116 0.82782413 0.61690284] [ 0.83165174 0.40390702 0.47537238 0.2560256 0.34430482] [ 0.74497506 0.48131536 0.45803918 0.45920218 0.43644787] [ 0.7131777 0.40595969 0.64189473 0.34656374 0.40576524] [ 0.60456045 0.52572685 0.49470045 0.48138839 0.48345473] [ 0.73142661 0.46525841 0.57068334 0.32552701 0.46469174] [ 0.56844626 0.61383888 0.44390785 0.56509899 0.41148415] [ 0.74248333 0.55326115 0.46187081 0.33893263 0.46374645] [ 0.6768466 0.52119664 0.59127783 0.44240485 0.48892163] [ 0.74412367 0.56841272 0.53736365 0.45015263 0.43638497] [ 0.52751754 0.57695514 0.34710503 0.628734 0.44654773] [ 0.48893596 0.57858481 0.42257282 0.72356442 0.44149101] [ 0.56594541 0.56553397 0.47450342 0.34174322 0.44980816] [ 0.56030969 0.53667759 0.34455371 0.50739797 0.42828274] [ 0.47257796 0.54042281 0.5813518 0.71256191 0.41903654] [ 0.79132724 0.44659138 0.51681895 0.31528215 0.42670055] [ 0.44176271 0.57830542 0.52068302 0.64306954 0.44743234] [ 0.83453792 0.39534515 0.39579972 0.28686414 0.38042878] [ 0.6657729 0.35602786 0.35426766 0.36130985 0.39296049] [ 0.61742401 0.41045095 0.46180565 0.43420137 0.49482015] [ 0.53912933 0.43821821 0.58094304 0.31123159 0.44311568] [ 0.55456545 0.61116531 0.40089048 0.35120769 0.33118899] [ 0.40905964 0.7147013 0.29742183 0.6323304 0.46180322] [ 0.15762122 0.69327773 0.34472372 0.87719238 0.60276949] [ 0.55451358 0.57184661 0.41930598 0.38649296 0.49217138] [ 0.63137001 0.42221326 0.60770643 0.55073265 0.4421749 ] Progress: 49.0% ... Training loss: 0.474 ... Validation loss: 0.779[ 0.56362765 0.50477833 0.48753231 0.57222693 0.29225579] [ 0.59817711 0.62627254 0.34572615 0.4837689 0.36202951] [ 0.44930076 0.59646729 0.46890232 0.88741616 0.53524424] [ 0.55082182 0.53756847 0.53122451 0.50717696 0.38792115] [ 0.27032727 0.7063803 0.40527896 0.64463792 0.50207904] [ 0.23013665 0.55654062 0.41361071 0.89165372 0.53094805] [ 0.76484752 0.56383856 0.41301536 0.27389252 0.39766345] [ 0.30782731 0.62280136 0.37212648 0.71737089 0.52835605] [ 0.69584955 0.42701883 0.60154401 0.53542695 0.33100551] [ 0.70586004 0.49833723 0.53531708 0.37365329 0.38463 ] [ 0.51205243 0.45217192 0.49423502 0.36224327 0.61793202] [ 0.48012522 0.6368288 0.46837492 0.71131507 0.46547909] [ 0.6675583 0.37690323 0.62915956 0.53954376 0.43790921] [ 0.45711821 0.50115789 0.58025209 0.78122281 0.37823286] [ 0.30764886 0.56871735 0.58811287 0.76846576 0.53327961] [ 0.50107743 0.5469264 0.58578761 0.60016433 0.58908733] [ 0.62570828 0.51941777 0.33820799 0.40002453 0.41525721] [ 0.32206762 0.5857161 0.54339979 0.84163604 0.47989852] [ 0.67755547 0.32951439 0.63940803 0.28060428 0.45945951] [ 0.66181162 0.52110102 0.45723989 0.48803105 0.36906127] [ 0.36664784 0.68351845 0.32976304 0.71983054 0.49671853] [ 0.32504884 0.62352158 0.55435859 0.81891531 0.66990433] [ 0.6470296 0.56674283 0.54085794 0.4682743 0.40739599] [ 0.81862068 0.31847056 0.47758999 0.29291908 0.48974689] [ 0.71138407 0.51678528 0.4974306 0.39108693 0.38316081] [ 0.57879316 0.48966948 0.59751975 0.48921647 0.41828374] [ 0.671979 0.51179 0.51528048 0.43408902 0.54576684] [ 0.82440683 0.38903693 0.55693047 0.11140645 0.40168563] [ 0.17260063 0.68671998 0.4568329 0.81923687 0.59139606] [ 0.44629015 0.6218844 0.39037382 0.54261533 0.45020481] [ 0.66209249 0.4234522 0.63773807 0.63834703 0.45113424] [ 0.43209242 0.58123226 0.42348048 0.75801716 0.35321677] [ 0.65454386 0.38513193 0.3642203 0.19673023 0.39845349] [ 0.53949038 0.5463405 0.34839093 0.39001781 0.38324226] [ 0.22032907 0.56362801 0.49849971 0.66415857 0.60690479] [ 0.62114813 0.46584465 0.49997899 0.64006472 0.43373662] [ 0.38667135 0.49720328 0.45286985 0.7372162 0.45725942] [ 0.46651009 0.48985322 0.55956736 0.69161679 0.50373632] [ 0.4063438 0.53531198 0.59431866 0.70519209 0.59636894] [ 0.70642388 0.44625277 0.61642549 0.22928875 0.42027188] [ 0.19051803 0.62943268 0.37338556 0.90890411 0.60659 ] [ 0.60029025 0.5314627 0.51450639 0.46084983 0.61747195] [ 0.39035403 0.56660448 0.59197095 0.67942554 0.46344563] [ 0.70470808 0.5006005 0.44388745 0.37131009 0.49725243] [ 0.41770214 0.53856613 0.402292 0.64545262 0.51797828] [ 0.28280483 0.56588815 0.46740765 0.68119803 0.54992209] [ 0.73103904 0.37674034 0.54812758 0.3082669 0.39230229] [ 0.61964166 0.31757324 0.62734498 0.75063375 0.42873882] [ 0.65789688 0.49701386 0.4535146 0.43999847 0.3786311 ] [ 0.43273846 0.55029467 0.4723675 0.75422668 0.44672255] [ 0.55444157 0.43442146 0.3910717 0.50470935 0.53709515] [ 0.69552894 0.49488061 0.42647243 0.38242083 0.43052226] [ 0.52041333 0.54501189 0.40017704 0.32252261 0.4132823 ] [ 0.65158503 0.36175515 0.52906327 0.25513892 0.61460606] [ 0.72525424 0.42041045 0.58267462 0.42908962 0.42229357] [ 0.52650535 0.53593469 0.48677152 0.40311435 0.52040833] [ 0.50465118 0.52097627 0.51920571 0.42991203 0.56806818] [ 0.62450755 0.4952728 0.4630751 0.36937105 0.38661885] [ 0.56941173 0.45233943 0.68525882 0.61534985 0.48201051] [ 0.69295168 0.5241756 0.41886304 0.22214684 0.24580297] [ 0.5496957 0.44146138 0.60364318 0.37317142 0.58597977] [ 0.49018417 0.49711611 0.46390649 0.6156767 0.50829714] [ 0.7469393 0.50592359 0.57232226 0.4946933 0.41263439] [ 0.49625211 0.48783416 0.46479564 0.62981442 0.42721169] [ 0.5080124 0.40080775 0.63436207 0.28131373 0.49326401] [ 0.48952548 0.51004785 0.500999 0.40250131 0.66792943] [ 0.62573834 0.56226573 0.3659201 0.53508252 0.42721943] [ 0.77217252 0.44843309 0.44710602 0.36447026 0.38319852] [ 0.38009357 0.6124011 0.34424015 0.60101084 0.50899601] [ 0.72399049 0.41337523 0.57134431 0.45355435 0.43467597] [ 0.36828174 0.55015872 0.34203584 0.76573131 0.51196694] [ 0.22795599 0.59146608 0.41267759 0.83842895 0.47410739] [ 0.59906572 0.45157078 0.43936902 0.42023121 0.34345224] [ 0.53827723 0.35911777 0.53824424 0.4827771 0.53714392] [ 0.54618764 0.49406448 0.47241762 0.41636471 0.56081333] [ 0.698609 0.41876762 0.57432117 0.30678285 0.43293153] [ 0.83466938 0.40218682 0.58753456 0.2190822 0.38450542] [ 0.54860161 0.68512971 0.38789678 0.6766858 0.50411092] [ 0.69719707 0.50662275 0.33329522 0.81956896 0.36750257] [ 0.5682071 0.50718213 0.56046716 0.60348742 0.52160205] [ 0.75460151 0.35623114 0.45360345 0.70568057 0.39270427] [ 0.71181464 0.54087588 0.62345365 0.49293252 0.37440481] [ 0.56850056 0.2790918 0.55942083 0.26940824 0.58771301] [ 0.66156997 0.49029198 0.59256425 0.53174731 0.43754612] [ 0.25016056 0.60166287 0.50283711 0.87320058 0.65130133] [ 0.59407665 0.56951422 0.39368297 0.29421994 0.37102442] [ 0.32997803 0.60469786 0.32500038 0.77922389 0.50655863] [ 0.60968549 0.53694462 0.40157749 0.56669271 0.55431765] [ 0.82953699 0.35393693 0.44001314 0.39474085 0.40711557] [ 0.68390653 0.54258819 0.4627957 0.50454426 0.57035936] [ 0.46450675 0.55823685 0.35882998 0.53730856 0.51973668] [ 0.63338153 0.5642625 0.26286531 0.54013078 0.48472177] [ 0.76883761 0.47664431 0.47482819 0.29174999 0.44216697] [ 0.47125944 0.53696094 0.43300611 0.62744309 0.46626662] [ 0.39012223 0.49477912 0.48787173 0.52980197 0.47403108] [ 0.24991066 0.6565683 0.46273353 0.71440126 0.5329771 ] [ 0.65931296 0.4115456 0.54900625 0.36235359 0.49825623] [ 0.38263492 0.65342614 0.35875679 0.52996791 0.32681484] [ 0.54808364 0.50717655 0.47225645 0.37768708 0.32377105] [ 0.6638371 0.48401505 0.42037983 0.29669479 0.32799221] [ 0.18758438 0.54122445 0.33293992 0.84159778 0.58179578] [ 0.32050595 0.68432267 0.27320343 0.78230189 0.45930702] [ 0.53388621 0.56599336 0.38081205 0.46540931 0.36975655] [ 0.71184121 0.40044081 0.57907816 0.58210806 0.44534226] [ 0.56710823 0.64872661 0.43935818 0.67527916 0.34342054] [ 0.72984088 0.51081642 0.35636861 0.45833673 0.31337759] [ 0.74943794 0.40449961 0.59601887 0.37368824 0.41686522] [ 0.47960107 0.42775493 0.58495173 0.4736499 0.54383184] [ 0.78511103 0.26791943 0.45285481 0.26384916 0.35517767] [ 0.45153825 0.58726959 0.36469181 0.71778226 0.59046999] [ 0.4493467 0.49111849 0.42797758 0.41987233 0.44683699] [ 0.53990124 0.62781126 0.47598152 0.69284819 0.36646613] [ 0.22695369 0.6215966 0.45861901 0.70533995 0.4591223 ] [ 0.53472503 0.44822397 0.5473521 0.75720656 0.58193664] [ 0.40010016 0.53358967 0.57554142 0.8065495 0.62489885] [ 0.67755547 0.32951439 0.63940803 0.28060428 0.45945951] [ 0.43589533 0.52519915 0.62127431 0.74439362 0.47726908] [ 0.57781851 0.43338561 0.54707666 0.56073609 0.35545184] [ 0.3012629 0.68333876 0.40176484 0.65493438 0.39651732] [ 0.45570509 0.42496855 0.44554663 0.67801274 0.63842965] [ 0.48984069 0.4664843 0.42938354 0.66456297 0.35973638] [ 0.48206063 0.3734454 0.53398888 0.67462269 0.5601435 ] [ 0.71395427 0.42594636 0.45966335 0.27179729 0.36109026] [ 0.4854533 0.60400173 0.48566263 0.72310156 0.36987739] [ 0.7133008 0.43140804 0.35803703 0.2232181 0.29452583] [ 0.78324868 0.50367417 0.38699118 0.26987796 0.36167421] [ 0.48393687 0.3987431 0.52197697 0.59487544 0.45452739] [ 0.49376145 0.61197139 0.33005378 0.51194623 0.40004278] Progress: 49.0% ... Training loss: 0.474 ... Validation loss: 0.781[ 0.5855673 0.47443638 0.60129317 0.56370634 0.35486677] [ 0.70608522 0.43978185 0.45144841 0.3610282 0.39613654] [ 0.57309003 0.47239038 0.47221875 0.41834214 0.56180509] [ 0.57172839 0.53042005 0.4806787 0.44560953 0.33745837] [ 0.18116745 0.7107486 0.37088427 0.85100467 0.4760929 ] [ 0.27917453 0.6982895 0.40504423 0.69771346 0.48341854] [ 0.30733379 0.55733435 0.59608831 0.8245552 0.69938389] [ 0.64152128 0.57791824 0.4502799 0.53417338 0.4404407 ] [ 0.62019586 0.59153714 0.5290156 0.47457645 0.3828796 ] [ 0.38785862 0.49657119 0.45311713 0.73661963 0.45704574] [ 0.61815542 0.40746195 0.61758588 0.70671117 0.46862376] [ 0.53745709 0.63447939 0.46677764 0.59917116 0.46932757] [ 0.59140114 0.64630812 0.42449255 0.57000261 0.372311 ] [ 0.35962659 0.66657866 0.41240424 0.63867485 0.54673608] [ 0.59864691 0.534496 0.4069842 0.5586717 0.49018826] [ 0.24246612 0.66449709 0.31517166 0.70724648 0.54984221] [ 0.38799348 0.47360727 0.52429262 0.49341415 0.54618807] [ 0.3965357 0.57992528 0.65251868 0.75432444 0.5831303 ] [ 0.67470577 0.43422989 0.38685142 0.29787491 0.31189768] [ 0.68734887 0.28819221 0.60185375 0.60190486 0.42085905] [ 0.55245087 0.57946477 0.45208984 0.62529837 0.40268571] [ 0.35977067 0.53567156 0.39917056 0.63571428 0.47321938] [ 0.31652135 0.51881228 0.50735839 0.72385359 0.62086498] [ 0.46609877 0.66702883 0.29085163 0.6441046 0.50073781] [ 0.74758383 0.56256197 0.36051983 0.48940394 0.38348929] [ 0.54574598 0.60871371 0.49002317 0.50498687 0.39351977] [ 0.31876336 0.54737346 0.48424993 0.76713319 0.57157576] [ 0.32602885 0.49369027 0.42990232 0.69053982 0.59519467] [ 0.52768177 0.37276692 0.50807073 0.76098632 0.49241416] [ 0.11607534 0.74950037 0.40426113 0.81022239 0.57887078] [ 0.74943447 0.65555671 0.40562909 0.40462355 0.47864417] [ 0.62648806 0.5222579 0.53982675 0.3756508 0.5291174 ] [ 0.49294812 0.54871399 0.38403222 0.4319715 0.47774223] [ 0.67157484 0.44725982 0.51176026 0.49710228 0.45572195] [ 0.57968355 0.47951523 0.46966444 0.5759098 0.53909677] [ 0.61739058 0.56205705 0.38610016 0.44211327 0.43674327] [ 0.48454899 0.401292 0.43455943 0.50364323 0.56243939] [ 0.5767181 0.56007352 0.46227681 0.52541164 0.34613966] [ 0.8262762 0.29272212 0.5375194 0.15757011 0.37520271] [ 0.88760014 0.42231235 0.50392853 0.18397814 0.29743414] [ 0.7360593 0.32428077 0.50822846 0.36474482 0.48126607] [ 0.84450272 0.4784612 0.4127678 0.45355119 0.42558043] [ 0.35841292 0.75224266 0.27218306 0.78619687 0.57130018] [ 0.61241982 0.49515271 0.37644963 0.42156491 0.48714233] [ 0.26636847 0.55696821 0.54868152 0.68283211 0.59737651] [ 0.6002594 0.54439901 0.54343259 0.46882369 0.41263879] [ 0.35343907 0.68424935 0.35368505 0.72141754 0.44933607] [ 0.62628395 0.36632306 0.50366967 0.51038679 0.34243211] [ 0.54410232 0.59454178 0.56673624 0.60341985 0.5128627 ] [ 0.65157833 0.49874151 0.54465373 0.58353975 0.49306998] [ 0.54730577 0.62717528 0.37325053 0.55004162 0.48546261] [ 0.5780164 0.38283017 0.53859697 0.42314129 0.49108834] [ 0.43615055 0.43455772 0.55393405 0.49089903 0.56687605] [ 0.3193225 0.65968291 0.30949734 0.74982237 0.56184481] [ 0.64993063 0.44163525 0.60267183 0.41584905 0.48776299] [ 0.83881798 0.4694022 0.44184686 0.29626475 0.40814274] [ 0.54033649 0.50384834 0.4076709 0.77347309 0.28055845] [ 0.38656253 0.6439063 0.58184446 0.68859015 0.62441922] [ 0.54813735 0.60734167 0.55009349 0.55641557 0.39248136] [ 0.32663773 0.59983696 0.32735809 0.52770694 0.40047364] [ 0.77692582 0.52373291 0.43759732 0.45538058 0.32194884] [ 0.37840411 0.64851986 0.42196899 0.61817567 0.60030543] [ 0.70612418 0.38764126 0.52465466 0.42740798 0.4473982 ] [ 0.64197399 0.56523759 0.55529872 0.2472758 0.44262238] [ 0.182872 0.69913709 0.28181125 0.72190862 0.52659378] [ 0.6961423 0.52410965 0.36757953 0.41432844 0.36019809] [ 0.49789663 0.4312302 0.48660821 0.69946498 0.34419981] [ 0.73047941 0.50483518 0.51951034 0.31194593 0.37278083] [ 0.34612423 0.50903782 0.48606087 0.68854977 0.56163627] [ 0.47341501 0.67179259 0.36601153 0.6710389 0.52668376] [ 0.63933804 0.41715427 0.43815674 0.57902095 0.53753203] [ 0.42111971 0.50572952 0.59704114 0.75301659 0.45428583] [ 0.87213997 0.35599595 0.64768893 0.17442997 0.33536805] [ 0.54590044 0.51858548 0.49858614 0.76903605 0.39857708] [ 0.72884195 0.4085039 0.43650022 0.64346348 0.28383565] [ 0.77251238 0.43511292 0.43239889 0.4046218 0.53339144] [ 0.76529523 0.45513856 0.44122878 0.34955767 0.37205931] [ 0.48841004 0.31036312 0.53092347 0.58377699 0.54945275] [ 0.59780649 0.48423192 0.4724875 0.57571931 0.37370341] [ 0.82741152 0.51948816 0.48738381 0.18442521 0.32501995] [ 0.38338153 0.65215028 0.41901882 0.65631847 0.41417527] [ 0.56210051 0.53714326 0.48089882 0.62272911 0.60326979] [ 0.54547989 0.34108983 0.38651666 0.60538896 0.35788986] [ 0.68910028 0.34082803 0.63579185 0.22107105 0.54611918] [ 0.54282226 0.50277423 0.42819409 0.27773032 0.26473171] [ 0.49343371 0.39001974 0.54931613 0.34886236 0.50414461] [ 0.65891921 0.51368545 0.50986855 0.42133381 0.48092969] [ 0.69029844 0.41346969 0.61908526 0.43755732 0.42350005] [ 0.37597927 0.5443615 0.46672833 0.7970813 0.52461355] [ 0.19592071 0.7298803 0.37079738 0.7874554 0.50719346] [ 0.5973407 0.4650086 0.59967614 0.49911047 0.41821634] [ 0.86050425 0.36992532 0.57167217 0.18948093 0.37223269] [ 0.44460198 0.43637772 0.45360179 0.63937991 0.41912942] [ 0.46701927 0.69945949 0.39834061 0.68661581 0.42064481] [ 0.55127451 0.56734909 0.44905599 0.58175857 0.38937942] [ 0.34750099 0.68170119 0.37900841 0.6861155 0.50784152] [ 0.55650935 0.47046075 0.5350736 0.41867523 0.36977927] [ 0.56548348 0.49653184 0.44506197 0.52571094 0.54907269] [ 0.54539809 0.45521136 0.63828903 0.65945341 0.53618324] [ 0.50365019 0.48105472 0.5621082 0.3668733 0.60652495] [ 0.59911347 0.51581263 0.52481895 0.37351904 0.48092454] [ 0.81858123 0.3566366 0.49225612 0.21036553 0.39517719] [ 0.78184439 0.44782425 0.53357457 0.69072641 0.37141595] [ 0.66135862 0.5087979 0.46172742 0.42546401 0.40068971] [ 0.61260577 0.4709435 0.41321375 0.44002509 0.32385003] [ 0.41609208 0.59563394 0.40777801 0.67688111 0.60749948] [ 0.7068521 0.31823442 0.61507803 0.67969 0.35535459] [ 0.71569059 0.33240695 0.64410938 0.5122892 0.44340285] [ 0.73439411 0.49063149 0.38949796 0.27466556 0.32431898] [ 0.70423232 0.36150421 0.65169436 0.36245565 0.42581808] [ 0.73530841 0.52868546 0.41244483 0.27717075 0.25925271] [ 0.41609208 0.59563394 0.40777801 0.67688111 0.60749948] [ 0.55727846 0.51414402 0.42912386 0.47786647 0.59386709] [ 0.59087902 0.38124188 0.51915924 0.3257753 0.4179056 ] [ 0.45216454 0.58308557 0.44947585 0.74078933 0.62072393] [ 0.63353176 0.43644143 0.63397287 0.59418717 0.31277085] [ 0.75104192 0.42014034 0.62262358 0.25983065 0.47703343] [ 0.57010446 0.36224659 0.42302803 0.45436056 0.40043147] [ 0.35250631 0.60590756 0.37821128 0.84084373 0.4682651 ] [ 0.13217392 0.63252632 0.41808234 0.89763495 0.64655092] [ 0.32189381 0.67194221 0.46080859 0.68948263 0.4906231 ] [ 0.43946842 0.5357596 0.5387706 0.40588258 0.59876025] [ 0.60220795 0.54843302 0.5016037 0.39845862 0.37737868] [ 0.51238656 0.5993988 0.42579632 0.55896484 0.36890936] [ 0.79100106 0.50419199 0.4918739 0.30509591 0.34364017] [ 0.6740932 0.45117614 0.43458559 0.39241212 0.35578935] [ 0.71348475 0.26212885 0.39270436 0.25270213 0.37602151] [ 0.68854961 0.41527374 0.58676923 0.48185972 0.47977082] Progress: 49.1% ... Training loss: 0.474 ... Validation loss: 0.782[ 0.76282049 0.46756371 0.57628924 0.32011958 0.4631446 ] [ 0.25113291 0.59450931 0.4278421 0.75774043 0.43731516] [ 0.61253826 0.41308064 0.63938254 0.34100623 0.49594472] [ 0.53989534 0.60461061 0.35334673 0.62520766 0.3676955 ] [ 0.7756279 0.5067172 0.55071668 0.38575595 0.50301728] [ 0.1772343 0.6166674 0.44740355 0.85809977 0.48697792] [ 0.51003557 0.45352133 0.45726724 0.77688556 0.36901939] [ 0.55267954 0.44852068 0.44703015 0.56662027 0.38651907] [ 0.42166396 0.41572709 0.55718825 0.46162186 0.56791641] [ 0.41497102 0.50125349 0.47434086 0.39946493 0.53620069] [ 0.6224042 0.5018221 0.45750939 0.27104481 0.51528884] [ 0.45534005 0.5659381 0.43006523 0.53133754 0.43906596] [ 0.58171333 0.58090738 0.48844369 0.51965601 0.41552394] [ 0.31169073 0.51717119 0.53999706 0.71920027 0.64345969] [ 0.30794294 0.55740891 0.45254992 0.82425635 0.52481289] [ 0.66285491 0.39293307 0.44413019 0.52924605 0.27954963] [ 0.60104948 0.45762048 0.49894548 0.42316964 0.41619089] [ 0.35112501 0.55611348 0.50578122 0.73768873 0.6349473 ] [ 0.74037455 0.49962736 0.31452317 0.46824567 0.39417366] [ 0.79560918 0.61192451 0.44306582 0.42884408 0.45948766] [ 0.67402694 0.41497685 0.6109997 0.3311248 0.45836641] [ 0.68952481 0.52851888 0.53535233 0.22710695 0.4840857 ] [ 0.66035202 0.6237976 0.49209992 0.67875766 0.44049751] [ 0.46225614 0.59125279 0.44398421 0.71313894 0.45678639] [ 0.67936208 0.4729657 0.45486772 0.37417421 0.3720022 ] [ 0.51528569 0.61799093 0.32080652 0.50474087 0.50194369] [ 0.17004463 0.62835407 0.40885319 0.83416949 0.57666664] [ 0.83415643 0.38137154 0.55385137 0.19387201 0.37561431] [ 0.71635942 0.41403543 0.63060037 0.3355334 0.42490846] [ 0.65052741 0.54490963 0.45442472 0.34629619 0.42334957] [ 0.35255506 0.56712349 0.4992029 0.83328281 0.51696965] [ 0.52891641 0.52358402 0.39225441 0.43161131 0.5514248 ] [ 0.78804885 0.56914198 0.57005168 0.41813744 0.40922954] [ 0.28197877 0.62997727 0.39950757 0.83014446 0.54622225] [ 0.44721203 0.5293627 0.49411514 0.5316532 0.43782572] [ 0.67773327 0.42153574 0.61390656 0.51427414 0.43049787] [ 0.58253854 0.48927336 0.51080857 0.44402803 0.64772946] [ 0.35378296 0.55313408 0.38168176 0.638689 0.47574433] [ 0.75207163 0.46955119 0.42079777 0.21414254 0.36262073] [ 0.16560019 0.54948487 0.33525499 0.86541975 0.60570865] [ 0.71234815 0.40195433 0.48828947 0.71869853 0.44069916] [ 0.34395592 0.61116691 0.52715662 0.73644606 0.41762424] [ 0.80840594 0.41185163 0.50010521 0.16075577 0.32446582] [ 0.38959277 0.62755028 0.35298183 0.76263814 0.49379894] [ 0.26441422 0.63366008 0.42327115 0.81895426 0.43470529] [ 0.56984601 0.55811263 0.57497598 0.55027627 0.61269056] [ 0.65756491 0.52565366 0.59124568 0.40739812 0.40258725] [ 0.65244898 0.43834774 0.52094115 0.63806024 0.49468308] [ 0.85407272 0.40713525 0.54509707 0.26205686 0.42703613] [ 0.73723243 0.50893041 0.52657111 0.22411733 0.38122288] [ 0.72497294 0.54965934 0.40356071 0.55484743 0.51511376] [ 0.48894139 0.46996521 0.56330047 0.6759257 0.41191208] [ 0.33601057 0.61949077 0.40958079 0.53466594 0.38657216] [ 0.67045067 0.40567735 0.54756026 0.313348 0.54504691] [ 0.77373648 0.36831377 0.49917144 0.43817467 0.33630621] [ 0.32933301 0.51450038 0.41281331 0.65026524 0.4754002 ] [ 0.22090129 0.63135598 0.48071609 0.87932595 0.40960825] [ 0.3765465 0.61184404 0.35684194 0.69705882 0.43271236] [ 0.55622819 0.56876547 0.32207671 0.34363406 0.4000772 ] [ 0.30798039 0.55810695 0.44150612 0.79364448 0.44528636] [ 0.70886179 0.46849501 0.60919746 0.37232434 0.54754907] [ 0.25707343 0.58554066 0.43628636 0.63848553 0.48592512] [ 0.66816879 0.51084445 0.48195528 0.4829239 0.45330468] [ 0.44687749 0.43805541 0.50449344 0.57240623 0.58125061] [ 0.36865173 0.67166255 0.29280078 0.66149864 0.52004315] [ 0.7645986 0.47286935 0.42730905 0.28074299 0.40801801] [ 0.71429091 0.53244271 0.54910285 0.26178924 0.53799263] [ 0.36254616 0.59236168 0.46779443 0.47408463 0.51677196] [ 0.80876393 0.43844225 0.40916554 0.33482486 0.41138292] [ 0.76659701 0.47592757 0.62456951 0.14050677 0.50375083] [ 0.5944416 0.38052937 0.56473726 0.5316376 0.35711499] [ 0.62475247 0.46764854 0.39965886 0.47438405 0.49260419] [ 0.28100741 0.61390286 0.38120176 0.8465178 0.44141561] [ 0.67779837 0.47633922 0.41493117 0.27468335 0.22056399] [ 0.66046407 0.43402282 0.58534475 0.34661417 0.47721976] [ 0.52431059 0.53280597 0.36358142 0.66122853 0.4276091 ] [ 0.63938497 0.66963631 0.35543758 0.61829272 0.33699532] [ 0.76548183 0.55202559 0.63635766 0.50163678 0.37105701] [ 0.39682573 0.45361885 0.42975082 0.69048543 0.41891795] [ 0.61842391 0.36528549 0.50079383 0.71811617 0.49650094] [ 0.30644985 0.58791107 0.35642902 0.70962196 0.42984738] [ 0.77658622 0.50586172 0.55083768 0.29653434 0.40192746] [ 0.72931292 0.48262342 0.43234871 0.39881923 0.3743143 ] [ 0.37317394 0.58434905 0.40035062 0.53130713 0.6037235 ] [ 0.76776782 0.39362441 0.51410596 0.27854949 0.51544612] [ 0.7067038 0.49790385 0.53552193 0.37302271 0.38443162] [ 0.25094415 0.49529278 0.4800307 0.8122385 0.52380935] [ 0.44214326 0.71581953 0.31794867 0.69572243 0.56210878] [ 0.78886848 0.45623909 0.46484484 0.25771306 0.32671463] [ 0.69048087 0.35211261 0.49748553 0.57137156 0.30491185] [ 0.38246538 0.6469521 0.47858432 0.61094665 0.51920782] [ 0.33711999 0.49211113 0.54437461 0.70976281 0.57407229] [ 0.73269725 0.67563239 0.50849724 0.45613004 0.44198561] [ 0.63087923 0.54315454 0.39530022 0.20665997 0.35097028] [ 0.54569214 0.4354561 0.58802763 0.44319366 0.44911553] [ 0.78400019 0.55616995 0.40978898 0.48322734 0.46306955] [ 0.61040854 0.62528526 0.32574211 0.43877106 0.35803059] [ 0.56334324 0.47151565 0.33895832 0.41454773 0.44503195] [ 0.45311674 0.48676962 0.49280663 0.47360675 0.62731718] [ 0.45490698 0.58273553 0.52244991 0.80079242 0.45769423] [ 0.44811786 0.57952407 0.45259242 0.70311817 0.47748253] [ 0.57905893 0.44499726 0.44182517 0.33743468 0.34156055] [ 0.12061641 0.61745946 0.51076233 0.92686325 0.59364151] [ 0.64980037 0.48768643 0.38674627 0.37947775 0.40330058] [ 0.64988489 0.43302032 0.37445199 0.45830568 0.63189949] [ 0.27784855 0.63282044 0.30107888 0.77663858 0.50851729] [ 0.42032745 0.73754555 0.28710798 0.79000064 0.52063144] [ 0.24254994 0.67710374 0.36619291 0.72249953 0.50427612] [ 0.68430215 0.44362233 0.50592142 0.28253942 0.47826139] [ 0.48084102 0.61327465 0.42578846 0.53684131 0.69189943] [ 0.4589819 0.65486976 0.46887968 0.46405515 0.46949828] [ 0.46634643 0.60440539 0.59016772 0.79789943 0.59833729] [ 0.33537075 0.6206884 0.42392372 0.56150635 0.48823553] [ 0.67387988 0.4859392 0.45230289 0.67142631 0.29254926] [ 0.21550147 0.61781444 0.45951983 0.88709657 0.49550474] [ 0.71755649 0.4557495 0.45870641 0.21780322 0.46786267] [ 0.71067821 0.42374255 0.57807739 0.17862705 0.48013569] [ 0.7206598 0.40414499 0.37308691 0.33027609 0.27876941] [ 0.60230204 0.41010143 0.54866887 0.50291757 0.46630993] [ 0.78112186 0.36879701 0.53116912 0.25427082 0.47260957] [ 0.72668008 0.54986905 0.57691906 0.47120213 0.39921283] [ 0.58949543 0.44662315 0.62207681 0.53943124 0.44278166] [ 0.34593609 0.5514501 0.49002941 0.53580483 0.31472642] [ 0.24278786 0.70775384 0.43658504 0.69890217 0.50743121] [ 0.65298648 0.49906453 0.47040528 0.61889261 0.45919497] [ 0.78370549 0.41149282 0.58293573 0.29127147 0.49625665] [ 0.56853584 0.64348485 0.44537932 0.59537103 0.42109041] [ 0.77174922 0.403408 0.56145922 0.32373009 0.46871686] Progress: 49.1% ... Training loss: 0.474 ... Validation loss: 0.782[ 0.25398627 0.636894 0.47838049 0.69097566 0.44594761] [ 0.80689899 0.4456909 0.51888029 0.28385133 0.33468246] [ 0.83328511 0.40948581 0.49317153 0.27439972 0.41657948] [ 0.37207256 0.58031984 0.41456451 0.77356363 0.60311617] [ 0.21638267 0.58202727 0.52753813 0.88436661 0.55291421] [ 0.43078651 0.53886323 0.5108555 0.82007099 0.45570563] [ 0.53027413 0.46027886 0.57730553 0.39643345 0.36564241] [ 0.36042016 0.52344731 0.57111169 0.76282703 0.51264293] [ 0.82466028 0.29121687 0.62215844 0.19269529 0.42006137] [ 0.66494577 0.57490625 0.54623116 0.26318215 0.46592148] [ 0.70011198 0.35014264 0.59615444 0.28383378 0.44649526] [ 0.63306599 0.66126149 0.28338465 0.53568118 0.38029012] [ 0.76429756 0.42275946 0.64542263 0.1452878 0.36312247] [ 0.63838533 0.55398025 0.42984 0.46331144 0.4467035 ] [ 0.3669189 0.64522445 0.35322433 0.73828806 0.47295898] [ 0.78391981 0.48109039 0.58479283 0.2350282 0.4344338 ] [ 0.73966466 0.43587486 0.54577401 0.42721987 0.37582728] [ 0.70094483 0.66263717 0.36153333 0.58601464 0.52170111] [ 0.8805392 0.41125476 0.51239283 0.21166622 0.34314862] [ 0.7948508 0.34920814 0.54713744 0.19753469 0.34983328] [ 0.74338872 0.53370557 0.50022354 0.23610488 0.48382785] [ 0.45661482 0.65391622 0.51064326 0.60664177 0.39813519] [ 0.25822848 0.77810511 0.28639685 0.7705112 0.51329079] [ 0.62015925 0.44556837 0.57814923 0.2592426 0.53370599] [ 0.75671819 0.44723072 0.53359289 0.28919124 0.38526616] [ 0.69752227 0.34121542 0.64991222 0.27868326 0.46040236] [ 0.49614786 0.63181978 0.29253032 0.5092846 0.48273619] [ 0.63665125 0.44550389 0.55609587 0.46312382 0.50133501] [ 0.55129687 0.56084506 0.54666758 0.75798393 0.50508125] [ 0.29450394 0.53092231 0.41505693 0.69135002 0.51553908] [ 0.45928387 0.56509845 0.46866322 0.82148112 0.52186762] [ 0.75686081 0.32847148 0.58428109 0.22917352 0.43221572] [ 0.27845006 0.58626141 0.34511524 0.79679885 0.6649437 ] [ 0.46826918 0.69908221 0.39852428 0.68604392 0.42051086] [ 0.66441537 0.26459683 0.54021507 0.37087913 0.46155529] [ 0.58018586 0.31514205 0.3874814 0.31026902 0.4109455 ] [ 0.20032833 0.64748151 0.37823379 0.59491952 0.54846301] [ 0.53005724 0.39925721 0.59694892 0.72452686 0.44466037] [ 0.54189987 0.45352293 0.33827844 0.46093825 0.44361406] [ 0.55587488 0.56442503 0.44593618 0.43842562 0.50864688] [ 0.6139247 0.58598928 0.48893152 0.43769923 0.51773759] [ 0.49396945 0.62267101 0.53116866 0.63295842 0.5836166 ] [ 0.23101068 0.64839537 0.34800597 0.7467854 0.41265936] [ 0.71738337 0.37136743 0.61788393 0.3329807 0.4631844 ] [ 0.5094814 0.4286518 0.63312692 0.476667 0.44542735] [ 0.66174249 0.63186239 0.29696901 0.37163122 0.41337858] [ 0.71435788 0.58584564 0.51072455 0.4457727 0.44152902] [ 0.40566212 0.71498299 0.43664171 0.69908845 0.45348547] [ 0.66591302 0.46268531 0.5677483 0.28409989 0.43551945] [ 0.6835961 0.51277837 0.42497663 0.44219485 0.38810136] [ 0.66462306 0.39114226 0.544561 0.24683261 0.52646562] [ 0.59148021 0.60691534 0.27660082 0.63137951 0.37533568] [ 0.71553437 0.38866783 0.52070785 0.28946191 0.35628972] [ 0.66140029 0.5001627 0.46366758 0.41835949 0.35996658] [ 0.28271223 0.55623388 0.4033224 0.83270633 0.55659433] [ 0.77339265 0.35007583 0.57237633 0.25123026 0.47711195] [ 0.73954136 0.35947332 0.45096724 0.30228853 0.374595 ] [ 0.85416859 0.40701211 0.54515095 0.26188727 0.42699351] [ 0.6320373 0.68052743 0.43041363 0.58747642 0.46155471] [ 0.53751082 0.54566008 0.43787393 0.64308535 0.3724582 ] [ 0.25555044 0.69209203 0.40181768 0.75788334 0.52707915] [ 0.7462921 0.4852566 0.54367129 0.34260739 0.51561155] [ 0.43271205 0.4737181 0.48716636 0.64178631 0.4780025 ] [ 0.88432612 0.31907397 0.61185076 0.11233771 0.29999318] [ 0.48195472 0.6104989 0.55814659 0.74516471 0.52435674] [ 0.34339221 0.69546509 0.48635653 0.71484398 0.40021993] [ 0.54499968 0.61065605 0.34830828 0.59244785 0.47319733] [ 0.84944002 0.36712601 0.61084584 0.16115626 0.40412564] [ 0.79840574 0.4486157 0.45367233 0.20908286 0.29320946] [ 0.64986041 0.43493375 0.53079861 0.48103714 0.36257403] [ 0.39839055 0.4562368 0.45280693 0.53463242 0.47337945] [ 0.77418548 0.33074716 0.63848819 0.48059849 0.38026122] [ 0.54836266 0.51232249 0.34089807 0.60737401 0.46581508] [ 0.4584482 0.65519418 0.46874251 0.46438629 0.46961989] [ 0.58817648 0.53516304 0.56734032 0.47863259 0.39046413] [ 0.60885632 0.57910954 0.53999547 0.38531805 0.46321042] [ 0.67841476 0.49892487 0.53759428 0.31788419 0.41548131] [ 0.27676839 0.55124437 0.54835125 0.69013121 0.69218118] [ 0.55401581 0.50757814 0.38737889 0.66790659 0.46018913] [ 0.49930704 0.55179816 0.45089341 0.60630646 0.43799377] [ 0.52765558 0.66836455 0.34450925 0.74249488 0.4587901 ] [ 0.61948229 0.43004776 0.37332932 0.44215324 0.40694568] [ 0.79500449 0.35298148 0.53291534 0.52811647 0.33514632] [ 0.62937995 0.46533407 0.40642537 0.33557638 0.37923917] [ 0.33487434 0.56177726 0.52314587 0.75201465 0.60258827] [ 0.49870676 0.50347805 0.54890551 0.41662793 0.48927897] [ 0.54940438 0.43085447 0.45354898 0.35771815 0.46081939] [ 0.39614591 0.56520478 0.36201516 0.82143866 0.41131434] [ 0.35690408 0.59227609 0.43803591 0.62594479 0.41730731] [ 0.5444332 0.55286742 0.56096702 0.53465374 0.45841573] [ 0.52136453 0.46127443 0.33235273 0.57964924 0.5947936 ] [ 0.72851662 0.66831454 0.27878475 0.72478319 0.30248771] [ 0.60191752 0.45186796 0.48276467 0.53930139 0.44190244] [ 0.57870322 0.32554623 0.57387313 0.27400913 0.40549528] [ 0.66200902 0.490063 0.59265305 0.53130622 0.43748059] [ 0.66861093 0.52296677 0.42012357 0.28736478 0.3059798 ] [ 0.37369641 0.51764485 0.57518226 0.74496196 0.61397545] [ 0.49454118 0.55165968 0.48544199 0.73333226 0.40090512] [ 0.82421798 0.38915623 0.55689519 0.11138272 0.40169197] [ 0.39045196 0.51610173 0.47934733 0.71687998 0.59859082] [ 0.55556869 0.59310081 0.46888486 0.29748756 0.39603108] [ 0.34279683 0.59724341 0.58966471 0.75845081 0.62308055] [ 0.41075645 0.46379756 0.5471953 0.75988773 0.53641005] [ 0.83599034 0.38889107 0.54293716 0.31808295 0.39150734] [ 0.77156537 0.43504823 0.61435142 0.16100609 0.45345395] [ 0.81066364 0.47147062 0.49330452 0.23638212 0.24948182] [ 0.76027842 0.33186943 0.54673379 0.30857699 0.40494962] [ 0.39275308 0.54653023 0.44448757 0.67267752 0.63570819] [ 0.702891 0.49142768 0.64228602 0.29152448 0.44504599] [ 0.66107346 0.41385811 0.61247684 0.62797645 0.46092265] [ 0.33283945 0.60087307 0.48799276 0.78122859 0.60988884] [ 0.56033626 0.48827041 0.47595597 0.4153324 0.45509963] [ 0.55613208 0.56880565 0.3220663 0.34358534 0.40009429] [ 0.45501175 0.51847048 0.41772136 0.52298067 0.3641391 ] [ 0.78592833 0.50521476 0.49119187 0.37907111 0.53217343] [ 0.49220146 0.63415818 0.27945872 0.41406716 0.48202642] [ 0.56651533 0.44292276 0.46120544 0.767505 0.42357513] [ 0.42219265 0.59564455 0.377045 0.48345225 0.40452219] [ 0.53370766 0.53957353 0.53273506 0.37973322 0.476948 ] [ 0.6076617 0.61645725 0.44486911 0.58188264 0.41020851] [ 0.4669193 0.65735663 0.36190933 0.46390528 0.42739366] [ 0.51499138 0.48002805 0.53950211 0.69044914 0.34316748] [ 0.47982525 0.54143735 0.55214765 0.64993487 0.58261936] [ 0.45406446 0.72854222 0.28507789 0.71904462 0.48580905] [ 0.70630143 0.39498793 0.40911733 0.21928015 0.37553369] [ 0.51683443 0.63988574 0.3456561 0.65147947 0.50185847] [ 0.64840959 0.35542559 0.64735897 0.4814082 0.43871904] [ 0.27983061 0.65282767 0.38476765 0.7229404 0.42519966] Progress: 49.2% ... Training loss: 0.474 ... Validation loss: 0.781[ 0.6811511 0.54104947 0.4012456 0.30297566 0.30884775] [ 0.43995869 0.72954594 0.32593179 0.78219096 0.31054998] [ 0.36890223 0.70585626 0.47421157 0.66635681 0.396634 ] [ 0.78908755 0.31284756 0.57481172 0.31926657 0.49752769] [ 0.67621678 0.46167441 0.5479385 0.26803473 0.42003448] [ 0.51789639 0.52703332 0.4736413 0.53678091 0.36552383] [ 0.63090866 0.44987392 0.51016612 0.65460081 0.3418969 ] [ 0.56562966 0.53020054 0.44711902 0.35040108 0.37011032] [ 0.40906627 0.67749922 0.46916724 0.74675805 0.60930463] [ 0.63833379 0.45836841 0.48959506 0.33529616 0.35735161] [ 0.69893003 0.35539336 0.58185648 0.61899923 0.41864721] [ 0.7298282 0.49419618 0.44319002 0.38516751 0.41793076] [ 0.80201904 0.46717694 0.56363832 0.32645496 0.42249842] [ 0.64370624 0.51772487 0.56562396 0.48669181 0.43809553] [ 0.56414133 0.57703348 0.35046583 0.52013016 0.40114681] [ 0.57128897 0.61888994 0.42210764 0.4571278 0.33435022] [ 0.88133346 0.26935658 0.60342584 0.1245841 0.33807255] [ 0.33635282 0.57135165 0.49695813 0.75252125 0.57156208] [ 0.52588474 0.53270593 0.45314509 0.53657393 0.42443702] [ 0.42873345 0.56618598 0.50757585 0.49160702 0.59757552] [ 0.50658751 0.63198231 0.3910238 0.62325716 0.50208674] [ 0.37314466 0.55979393 0.43134715 0.59042607 0.48992704] [ 0.47300676 0.48422035 0.58796203 0.61569556 0.54781136] [ 0.723653 0.50676619 0.50030543 0.38844673 0.38041419] [ 0.5210578 0.54437123 0.51335656 0.82679195 0.54235206] [ 0.73390771 0.43789209 0.56861202 0.47735047 0.430611 ] [ 0.63858598 0.42049702 0.43839012 0.42770035 0.37855153] [ 0.53686109 0.59149701 0.44536299 0.42837018 0.47099571] [ 0.55175384 0.52895993 0.46284638 0.69087485 0.47508084] [ 0.73538821 0.33770448 0.59339356 0.63079726 0.40717984] [ 0.3085332 0.61614852 0.36463766 0.83135841 0.35729895] [ 0.32909416 0.54036251 0.53789944 0.83023926 0.53159064] [ 0.33340915 0.56857883 0.42665429 0.64811298 0.4189097 ] [ 0.50136706 0.535564 0.55408468 0.56375168 0.50352627] [ 0.72220308 0.39556144 0.59118243 0.33693801 0.43346108] [ 0.53671508 0.42814751 0.60614504 0.49413916 0.52625552] [ 0.40525426 0.65563703 0.3631358 0.45525682 0.36853841] [ 0.47570404 0.46006791 0.52316451 0.46733867 0.35435501] [ 0.25749628 0.71195929 0.36289653 0.9110911 0.55577318] [ 0.2574098 0.68511159 0.38947121 0.75320626 0.51037654] [ 0.78824861 0.46864612 0.5903198 0.19939333 0.50930188] [ 0.47643845 0.62660066 0.4860427 0.50814197 0.49483834] [ 0.31997864 0.57012875 0.48508262 0.65753327 0.51695125] [ 0.73670162 0.42511198 0.48987089 0.2907964 0.41906455] [ 0.48564037 0.50142778 0.56202341 0.42597598 0.50859137] [ 0.71227292 0.6151526 0.35576876 0.31223577 0.37873156] [ 0.25784169 0.70709377 0.4156445 0.79297592 0.43705854] [ 0.41760098 0.53294442 0.51391349 0.55267015 0.55638752] [ 0.58071378 0.48150035 0.53082602 0.72660148 0.40809525] [ 0.41741204 0.59047491 0.36216082 0.70436934 0.29980222] [ 0.70661803 0.39103736 0.62906863 0.25227627 0.45078586] [ 0.51278442 0.63289604 0.59908627 0.56122929 0.45412251] [ 0.34666929 0.71073039 0.29743035 0.7333341 0.36472744] [ 0.63547372 0.56810243 0.50701359 0.46721454 0.57401028] [ 0.64235533 0.5288974 0.5460442 0.49475299 0.36958042] [ 0.87984356 0.39752033 0.54240976 0.22217197 0.28284914] [ 0.51557614 0.41259102 0.50397181 0.42956111 0.48096914] [ 0.73701124 0.41622371 0.63035291 0.59647062 0.41878767] [ 0.53726718 0.66127615 0.43772244 0.65880505 0.41462104] [ 0.31785204 0.69824147 0.35872623 0.77776491 0.57267669] [ 0.31194758 0.63451024 0.28492008 0.83721454 0.54123121] [ 0.50901688 0.60057245 0.45736858 0.6765095 0.4452344 ] [ 0.51146595 0.55705166 0.39354812 0.84084379 0.41654277] [ 0.72604907 0.41271353 0.43098077 0.32300181 0.4258408 ] [ 0.53887184 0.49261348 0.58118343 0.72078859 0.53811696] [ 0.85373948 0.39500815 0.45379433 0.26357087 0.41270615] [ 0.38704039 0.64027777 0.44680028 0.43940776 0.40513442] [ 0.71414573 0.53261131 0.47497049 0.33086886 0.33877404] [ 0.57197068 0.40941567 0.57967266 0.66779176 0.3422632 ] [ 0.44194355 0.7158309 0.31794776 0.69571419 0.56213487] [ 0.42571896 0.5603079 0.44949965 0.52180434 0.4970843 ] [ 0.26286204 0.63586401 0.43998159 0.8153686 0.47479618] [ 0.87351966 0.40739149 0.54249493 0.19035997 0.33755013] [ 0.47853467 0.46703215 0.54988909 0.45985898 0.70021381] [ 0.88709282 0.33758951 0.29842834 0.216829 0.25674107] [ 0.4726573 0.71381353 0.30098579 0.6790367 0.48172095] [ 0.76302663 0.47519312 0.63657053 0.19879691 0.50317489] [ 0.64065579 0.61302884 0.48681878 0.47818854 0.32646725] [ 0.45397156 0.51040608 0.57432566 0.6728365 0.501404 ] [ 0.50120943 0.49666514 0.48647245 0.43972028 0.42434585] [ 0.48860678 0.64312287 0.33263539 0.72113885 0.42266808] [ 0.31311884 0.6719499 0.43221471 0.74517197 0.48298023] [ 0.4566251 0.60203375 0.52001178 0.83866562 0.54359639] [ 0.73353363 0.40693513 0.54245921 0.62065587 0.37955764] [ 0.64474776 0.55482751 0.41630323 0.54806449 0.57957766] [ 0.18241527 0.70564864 0.37151301 0.67694765 0.57805729] [ 0.69298015 0.42853268 0.47660605 0.51667377 0.52447643] [ 0.77309269 0.48402758 0.52707233 0.46196181 0.46110065] [ 0.47864374 0.51267054 0.42729095 0.6188485 0.63096586] [ 0.77575505 0.58192807 0.44040919 0.51487174 0.50161858] [ 0.75088816 0.52176157 0.378031 0.42677728 0.3506042 ] [ 0.84150276 0.42019924 0.50585788 0.24586586 0.40339736] [ 0.67704977 0.44597589 0.46986491 0.27660283 0.37201915] [ 0.68977371 0.5933026 0.31192106 0.57654702 0.44940767] [ 0.48034386 0.55667202 0.35516967 0.65466493 0.38234446] [ 0.67903869 0.52074248 0.60948472 0.59298735 0.40035252] [ 0.34873577 0.63061997 0.50632805 0.64172546 0.5142508 ] [ 0.69931588 0.41748088 0.48570944 0.4364331 0.4068566 ] [ 0.50770059 0.51658083 0.4478451 0.37747348 0.39341823] [ 0.65274301 0.4070825 0.52785958 0.6895241 0.49973455] [ 0.33863726 0.44006699 0.34753132 0.7750393 0.4588544 ] [ 0.57372352 0.44455263 0.52202011 0.34769545 0.5238007 ] [ 0.62571768 0.47139807 0.51864995 0.62830849 0.36687649] [ 0.36441211 0.59967889 0.4312755 0.77148186 0.39881346] [ 0.61407168 0.66928032 0.34108291 0.73410422 0.5521922 ] [ 0.58219973 0.41628022 0.59849394 0.33271403 0.46435383] [ 0.6879227 0.45771038 0.51338767 0.27120053 0.38720278] [ 0.80111398 0.51070735 0.4954987 0.42042446 0.44281694] [ 0.46848901 0.52626598 0.50341864 0.65827375 0.51100927] [ 0.64153452 0.53400617 0.33555792 0.42012414 0.37969059] [ 0.65080888 0.55052128 0.35035176 0.38565139 0.41147312] [ 0.78895167 0.46711018 0.59278594 0.32600111 0.45554946] [ 0.6797528 0.34016078 0.50238854 0.57061355 0.30676558] [ 0.67979169 0.38227859 0.53260563 0.54822776 0.29018303] [ 0.46445302 0.61662926 0.55759914 0.51104253 0.52617567] [ 0.73633987 0.50960507 0.52628501 0.22448054 0.38144483] [ 0.38248093 0.76630779 0.3770368 0.74190727 0.54521545] [ 0.45908325 0.56701322 0.47380377 0.62668723 0.43048022] [ 0.78394592 0.45387859 0.53840531 0.24321921 0.45730605] [ 0.67564603 0.61870785 0.45078792 0.44764626 0.38362612] [ 0.70975826 0.52900668 0.52069284 0.43754585 0.50620349] [ 0.83574317 0.31851048 0.45254352 0.24259943 0.4225568 ] [ 0.28249862 0.49118061 0.55532767 0.75320213 0.63705942] [ 0.38275735 0.66178122 0.47242515 0.7616335 0.56422999] [ 0.71840876 0.58906906 0.58304998 0.23287413 0.51744901] [ 0.5751553 0.6195056 0.43710994 0.40900515 0.56253201] [ 0.78464713 0.42226268 0.6430657 0.22828958 0.39878384] [ 0.51214971 0.55307022 0.51308204 0.53617929 0.55136449] Progress: 49.2% ... Training loss: 0.473 ... Validation loss: 0.779[ 0.43003836 0.56036822 0.51311518 0.58766287 0.62373729] [ 0.31681992 0.56570818 0.46886702 0.82924686 0.50381078] [ 0.26225972 0.54969502 0.52279511 0.78834746 0.60778582] [ 0.28721734 0.48010374 0.38591877 0.77927382 0.51502791] [ 0.58392514 0.57284729 0.38062206 0.35496872 0.37023785] [ 0.51042787 0.55733357 0.39342929 0.84101466 0.41665734] [ 0.42875024 0.55157751 0.45404602 0.58486218 0.62893197] [ 0.33645778 0.54705892 0.55231648 0.78842856 0.5783033 ] [ 0.44878001 0.58167933 0.54614663 0.57501911 0.56843131] [ 0.38176452 0.60244774 0.60954651 0.49817836 0.52971984] [ 0.36266394 0.59512759 0.38254248 0.35608568 0.53712814] [ 0.36156181 0.58082742 0.54749474 0.78102919 0.48346356] [ 0.81448267 0.41591739 0.51091932 0.21979575 0.3425889 ] [ 0.46848242 0.59220299 0.23957247 0.73430033 0.47508248] [ 0.72345137 0.44779357 0.56132936 0.35912267 0.45898907] [ 0.39701153 0.67472089 0.42197226 0.71592812 0.53673951] [ 0.71168876 0.44353862 0.55175504 0.35143573 0.37733002] [ 0.36168513 0.62766269 0.44593804 0.54397135 0.48949029] [ 0.59052658 0.60710862 0.27651407 0.6314703 0.37544178] [ 0.59250726 0.54439669 0.45092308 0.49239443 0.48160307] [ 0.42590387 0.5602255 0.44952898 0.52168036 0.49705856] [ 0.5193928 0.39484238 0.49977306 0.60921174 0.43815636] [ 0.47357477 0.44508067 0.63583672 0.63211595 0.36298813] [ 0.35792971 0.59563864 0.38625848 0.54591528 0.50206302] [ 0.25194172 0.54832163 0.46335984 0.78835203 0.48818538] [ 0.74493893 0.52376334 0.46759673 0.42884154 0.49529281] [ 0.38783868 0.64904605 0.30198554 0.7061839 0.53368975] [ 0.54247727 0.49746999 0.45071891 0.43067111 0.37877343] [ 0.23680477 0.53384515 0.5371728 0.89294591 0.66520195] [ 0.42333063 0.46045856 0.60686543 0.73398727 0.35789611] [ 0.27220234 0.53431769 0.44183535 0.75596139 0.67303334] [ 0.61128147 0.46254775 0.49563638 0.60582207 0.46709803] [ 0.66194825 0.50893857 0.55090158 0.17599149 0.50777457] [ 0.31076029 0.54066353 0.34264249 0.85703354 0.43512019] [ 0.62739098 0.52286743 0.51424783 0.41784757 0.35109288] [ 0.32521856 0.73464071 0.29740674 0.7345923 0.58243104] [ 0.51252613 0.53376402 0.4980217 0.50285529 0.57352085] [ 0.42360687 0.53085132 0.41330506 0.73022304 0.46953157] [ 0.69978856 0.47381232 0.54527613 0.69283246 0.47750514] [ 0.81809 0.31905963 0.47732314 0.2931844 0.48997267] [ 0.49360572 0.39171458 0.59567564 0.39706561 0.53595966] [ 0.57280796 0.5933294 0.39427275 0.39670867 0.36175495] [ 0.6946624 0.41329197 0.5905026 0.59352077 0.36454049] [ 0.69988971 0.50930629 0.30226733 0.35231528 0.38455998] [ 0.6305511 0.59144933 0.493014 0.53229602 0.34129588] [ 0.89350145 0.26823813 0.50824358 0.12600472 0.34337534] [ 0.60038733 0.49675215 0.53539739 0.56550757 0.40882403] [ 0.66831103 0.45890594 0.60760803 0.1918765 0.47387996] [ 0.66857113 0.34750735 0.42323022 0.42551258 0.45328883] [ 0.80731678 0.37981084 0.46593637 0.42660279 0.38177922] [ 0.81264016 0.46595155 0.46224514 0.42328188 0.39012041] [ 0.2680231 0.6583707 0.49810292 0.84705782 0.62715895] [ 0.85366845 0.34329342 0.4869308 0.32648036 0.43615813] [ 0.44204265 0.51684489 0.64813335 0.71909573 0.45963167] [ 0.79472861 0.46325322 0.57703104 0.41676776 0.43034359] [ 0.57674599 0.30017687 0.48026034 0.65047377 0.33453327] [ 0.56939345 0.46090658 0.50734934 0.46728459 0.42897776] [ 0.45345161 0.6417327 0.37099439 0.73338265 0.42830529] [ 0.15567607 0.64183641 0.51678725 0.84583435 0.52946321] [ 0.78856372 0.52312266 0.60416273 0.35741041 0.42843162] [ 0.55223918 0.58733962 0.45293649 0.70883513 0.48679904] [ 0.55127082 0.61978348 0.52331867 0.54142362 0.34361065] [ 0.35794456 0.64852616 0.45082794 0.75834305 0.52797168] [ 0.26939818 0.56956426 0.40201486 0.75062638 0.63330935] [ 0.3292699 0.54256741 0.48592579 0.50173877 0.54720724] [ 0.39026739 0.494792 0.48785319 0.52960277 0.47407796] [ 0.31976024 0.52853031 0.56831612 0.58897759 0.69033107] [ 0.71683104 0.65453888 0.45636784 0.61083658 0.43346349] [ 0.74007311 0.47074632 0.46357668 0.34008881 0.43404007] [ 0.66897138 0.34831038 0.61293597 0.3745122 0.58696105] [ 0.22227533 0.58196956 0.50037532 0.82248805 0.54624033] [ 0.39894578 0.50002816 0.5186828 0.47778356 0.50514776] [ 0.79145608 0.49515015 0.41010396 0.26675338 0.32328157] [ 0.55041298 0.53475069 0.48869475 0.45533178 0.33578115] [ 0.85458404 0.29362325 0.66999535 0.21033501 0.38461205] [ 0.78776703 0.36144935 0.56991509 0.33027801 0.43321178] [ 0.83693564 0.28998266 0.59288914 0.15002781 0.45103296] [ 0.60661749 0.47185027 0.63917521 0.56605166 0.37812466] [ 0.81453431 0.51712512 0.5303625 0.39179838 0.4541047 ] [ 0.24624083 0.5777572 0.43096052 0.7636074 0.45478307] [ 0.56831242 0.4052396 0.53924535 0.50564551 0.33222029] [ 0.61421528 0.53235546 0.49796852 0.39736054 0.44250443] [ 0.62435508 0.54510131 0.39546003 0.50529747 0.36599225] [ 0.65026477 0.43477288 0.35897339 0.57574754 0.41933975] [ 0.30714404 0.52402898 0.5004007 0.58415997 0.5724515 ] [ 0.16635624 0.50730108 0.36357195 0.86137919 0.61772428] [ 0.37596344 0.46466491 0.51844836 0.58992166 0.58116462] [ 0.19792684 0.64249604 0.38019952 0.89996951 0.45512548] [ 0.60355582 0.43192931 0.42497659 0.63334364 0.46991613] [ 0.62355375 0.40782783 0.3744067 0.49835317 0.51977989] [ 0.7645436 0.37702983 0.60729834 0.56610755 0.35971521] [ 0.66719193 0.44649459 0.5943044 0.27638261 0.37733609] [ 0.59989199 0.43782491 0.49104467 0.59597561 0.49050489] [ 0.52886032 0.38538185 0.44865253 0.67411592 0.43765222] [ 0.37339398 0.56413361 0.51362502 0.85317246 0.51151391] [ 0.82781195 0.39281369 0.57237278 0.15489463 0.34936504] [ 0.26956155 0.5223825 0.33341934 0.82569523 0.62523566] [ 0.62737935 0.41378954 0.5883007 0.61158785 0.44847836] [ 0.88816239 0.38489313 0.52885983 0.15842028 0.34891775] [ 0.26461703 0.52286204 0.47923168 0.74637194 0.5915372 ] [ 0.72080937 0.41579921 0.42346096 0.38755212 0.46251754] [ 0.66439591 0.49380081 0.65462875 0.41567285 0.47130946] [ 0.59710867 0.48536463 0.44852094 0.32006746 0.35917702] [ 0.20173012 0.58979995 0.49581085 0.80034962 0.48113241] [ 0.61431713 0.45770595 0.50805169 0.39702206 0.41534069] [ 0.80233621 0.35798971 0.5190833 0.28939981 0.39600712] [ 0.7095549 0.66327074 0.34243939 0.57273556 0.49301741] [ 0.69554958 0.38162911 0.59475035 0.51377375 0.42803743] [ 0.44783062 0.56137363 0.35029507 0.71342245 0.50359379] [ 0.5440011 0.4033206 0.39949392 0.48635045 0.51673336] [ 0.62159526 0.40156807 0.42213065 0.70872827 0.35871953] [ 0.63106863 0.48016531 0.37851689 0.27544729 0.43872533] [ 0.68694618 0.51999534 0.41491301 0.41565974 0.39366282] [ 0.49689412 0.54412655 0.35686135 0.73667568 0.31569489] [ 0.78315245 0.3046126 0.55571677 0.46986274 0.37731983] [ 0.36361246 0.61373575 0.53349049 0.51616767 0.54070426] [ 0.56935048 0.47559615 0.50844871 0.49109803 0.36954959] [ 0.58757731 0.55773023 0.40620789 0.54319576 0.36180259] [ 0.64255343 0.35698198 0.49870611 0.55535021 0.47038027] [ 0.55908716 0.54740095 0.48305658 0.4216342 0.44527258] [ 0.51684727 0.64168664 0.32264284 0.46981373 0.37816848] [ 0.78848533 0.4910991 0.5236968 0.37463259 0.34519561] [ 0.58984301 0.34531524 0.66905742 0.49976013 0.48320856] [ 0.45452146 0.50440895 0.41570435 0.55879247 0.5447819 ] [ 0.33372751 0.49966339 0.41027209 0.55838814 0.3701147 ] [ 0.44631554 0.5083053 0.52818583 0.65308385 0.44888871] [ 0.49321956 0.50938503 0.44482738 0.60740335 0.45733538] [ 0.32930911 0.62549315 0.52857506 0.81586668 0.51748042] Progress: 49.3% ... Training loss: 0.473 ... Validation loss: 0.780[ 0.41631507 0.55231164 0.42980246 0.75051518 0.44915713] [ 0.23145061 0.70687279 0.48830383 0.70068689 0.55289678] [ 0.42497895 0.54958535 0.42126446 0.37804845 0.54449753] [ 0.23773591 0.5991841 0.3989211 0.75831712 0.64728612] [ 0.52540983 0.4453173 0.45348937 0.60523972 0.29543333] [ 0.10494857 0.57822071 0.38483594 0.6934925 0.63408298] [ 0.82945855 0.42611332 0.61027629 0.24312304 0.44196789] [ 0.2917272 0.53367106 0.47061399 0.65228105 0.60489822] [ 0.46938152 0.61657429 0.49328652 0.58520735 0.56932759] [ 0.46571496 0.60461708 0.40914285 0.71102473 0.44746857] [ 0.69349734 0.54191711 0.44819438 0.4416348 0.33436769] [ 0.60011792 0.5817179 0.46608276 0.48704737 0.34042851] [ 0.4341101 0.44627669 0.51859251 0.61973447 0.65755269] [ 0.42310854 0.49838109 0.52703789 0.66622183 0.56649314] [ 0.52017404 0.58289409 0.49199422 0.37872169 0.52955278] [ 0.3087845 0.58891348 0.54761234 0.64172656 0.57932182] [ 0.48563551 0.6152858 0.43713227 0.71774972 0.54752738] [ 0.47629436 0.49577685 0.50221985 0.66382976 0.33067028] [ 0.23362684 0.64363757 0.45195387 0.8647526 0.54801858] [ 0.34716893 0.61879892 0.46709775 0.59906405 0.41885158] [ 0.56996995 0.54645468 0.37246055 0.37415601 0.37206048] [ 0.46776938 0.47654953 0.59789357 0.67216442 0.36691659] [ 0.16125027 0.61364594 0.3048061 0.83235062 0.49918998] [ 0.58810006 0.63508795 0.44811367 0.39928368 0.42681103] [ 0.58365372 0.55728808 0.45212936 0.56424904 0.58839277] [ 0.84020676 0.37098825 0.67716508 0.21880259 0.41736881] [ 0.83052087 0.40738592 0.46726161 0.22124684 0.40938269] [ 0.31763106 0.61128653 0.54371811 0.77663683 0.61183535] [ 0.24979175 0.71174941 0.46391364 0.74751615 0.55320983] [ 0.31344968 0.7036406 0.29776828 0.71414079 0.56262039] [ 0.36780213 0.54765247 0.47380289 0.63324985 0.56928038] [ 0.51255803 0.57309351 0.58071372 0.52439129 0.47392925] [ 0.22930742 0.50328314 0.33470861 0.83701658 0.52361609] [ 0.77230403 0.36495036 0.61452991 0.17991814 0.48647649] [ 0.67036763 0.65293849 0.4271145 0.39450463 0.42042375] [ 0.72369242 0.6700539 0.45035604 0.4489623 0.38183486] [ 0.62224238 0.46666452 0.37780386 0.47730432 0.40434213] [ 0.47551703 0.61280935 0.42703733 0.53275092 0.53219269] [ 0.54508072 0.62901772 0.30934105 0.52290257 0.38340718] [ 0.78951094 0.33297458 0.5508665 0.22935101 0.40096224] [ 0.72482652 0.32934329 0.56844832 0.34243025 0.43863155] [ 0.80326894 0.41834756 0.57132422 0.19858641 0.35619522] [ 0.54460251 0.56452647 0.53086221 0.59958403 0.38061812] [ 0.44266496 0.63003962 0.54797578 0.71109372 0.58492016] [ 0.33686146 0.52526121 0.36896689 0.80075039 0.44589554] [ 0.32041472 0.61306684 0.47552545 0.80538295 0.66013867] [ 0.4505793 0.69892549 0.40727452 0.76451087 0.44601352] [ 0.64099436 0.53431098 0.3354314 0.42030897 0.37980374] [ 0.71205694 0.43241305 0.3576489 0.22359695 0.29480835] [ 0.71009352 0.57294038 0.57822825 0.5035243 0.41525265] [ 0.39672504 0.64704325 0.35825602 0.69948974 0.42492863] [ 0.32777475 0.49895307 0.513025 0.64592667 0.52521669] [ 0.46525499 0.39250328 0.47022134 0.50828711 0.64228759] [ 0.24213012 0.51062285 0.36613653 0.86419475 0.60814985] [ 0.72406383 0.44710796 0.48082936 0.41690799 0.33635721] [ 0.78002296 0.51268124 0.48485651 0.26101335 0.32258212] [ 0.71202792 0.44342319 0.55180154 0.35121603 0.37730063] [ 0.70683221 0.59747349 0.44621 0.49335364 0.3642752 ] [ 0.60403259 0.44253164 0.45553061 0.33973639 0.3967961 ] [ 0.74910625 0.40296983 0.65218189 0.33004474 0.3582843 ] [ 0.67279641 0.49594294 0.29683358 0.41491911 0.35825805] [ 0.82389146 0.36051079 0.64065639 0.31406535 0.36534392] [ 0.56603177 0.5142129 0.41885514 0.53574208 0.54161454] [ 0.56110728 0.53637789 0.45938255 0.49847378 0.54136307] [ 0.52720211 0.57429367 0.53600699 0.56332992 0.52045718] [ 0.42651287 0.54027875 0.6016428 0.4618169 0.5000884 ] [ 0.52494594 0.48827858 0.47652292 0.79509033 0.37843846] [ 0.59173823 0.37798885 0.59270365 0.62662403 0.45492358] [ 0.3891892 0.64334716 0.3877788 0.72062904 0.48513363] [ 0.17503499 0.72040045 0.28078957 0.79136289 0.59722185] [ 0.54666179 0.54176975 0.39709665 0.44163322 0.4190548 ] [ 0.67323961 0.51666271 0.45626932 0.51783297 0.44958985] [ 0.16948496 0.67415719 0.37765815 0.85472994 0.50087918] [ 0.56591597 0.52955666 0.37553217 0.54652318 0.3848634 ] [ 0.85215772 0.38145516 0.6553119 0.1690848 0.45408878] [ 0.51949971 0.59522163 0.54309539 0.68645079 0.4322226 ] [ 0.62300927 0.53811075 0.41654011 0.32998482 0.32440377] [ 0.52707516 0.63335078 0.39797045 0.57702322 0.44043946] [ 0.5799297 0.50246123 0.43483281 0.40681876 0.42235232] [ 0.70343603 0.54471313 0.42127183 0.34309393 0.36056489] [ 0.51133093 0.60001979 0.42553087 0.55928771 0.3691477 ] [ 0.62416135 0.53684491 0.4718116 0.52544475 0.57469831] [ 0.71474921 0.34635577 0.48871362 0.38871084 0.36832654] [ 0.80741107 0.36843296 0.4844586 0.34314381 0.44858511] [ 0.61501473 0.61212279 0.26399349 0.46638888 0.37812862] [ 0.42867233 0.55111824 0.38836845 0.53445794 0.47104049] [ 0.21139118 0.65244884 0.45120052 0.89357427 0.57775499] [ 0.42043804 0.62105411 0.33576733 0.63017663 0.43535513] [ 0.27773542 0.58242817 0.49401981 0.82814128 0.53140493] [ 0.2702341 0.67862818 0.2537952 0.77322516 0.50835159] [ 0.46218172 0.6042332 0.3622224 0.59286227 0.43754316] [ 0.681722 0.27706905 0.5803342 0.2524133 0.36435882] [ 0.56759999 0.63097525 0.45068942 0.48548451 0.45390674] [ 0.2739871 0.5198306 0.52043087 0.73542587 0.62315452] [ 0.52254322 0.57741535 0.45194406 0.74796268 0.28679431] [ 0.7914833 0.37711385 0.57666994 0.20056962 0.43861183] [ 0.71631307 0.48468736 0.39665283 0.484936 0.33951749] [ 0.29071989 0.66282658 0.37973563 0.79645873 0.49186878] [ 0.64613925 0.47127563 0.40085367 0.65991243 0.52383 ] [ 0.71996531 0.42615298 0.4898236 0.37435215 0.43119834] [ 0.61433529 0.535918 0.49699255 0.69075473 0.35747166] [ 0.53671358 0.57783243 0.43097391 0.56552819 0.56898711] [ 0.51926416 0.39665805 0.55047931 0.40456924 0.32818973] [ 0.61789839 0.50013525 0.61301018 0.64494544 0.51552045] [ 0.86453726 0.43252079 0.5419421 0.26315919 0.39228207] [ 0.78334766 0.43534318 0.56799504 0.23932085 0.51424458] [ 0.78315096 0.41871954 0.59644118 0.25207169 0.48384991] [ 0.78035828 0.35925218 0.67717818 0.47419922 0.34781181] [ 0.44946626 0.63706715 0.34372662 0.55476812 0.51819912] [ 0.61574766 0.55807717 0.4236158 0.42773223 0.33940257] [ 0.76572248 0.52961675 0.44490551 0.50826834 0.45614247] [ 0.7272925 0.44344716 0.54314063 0.57015127 0.37643377] [ 0.51440682 0.42518318 0.63878395 0.31982796 0.40847545] [ 0.43297599 0.5594794 0.36167381 0.50954612 0.50459 ] [ 0.48229509 0.59906251 0.43736719 0.66079002 0.48730771] [ 0.45651125 0.64206194 0.42373375 0.64366169 0.45085691] [ 0.22453182 0.60858092 0.47763717 0.71216281 0.49986469] [ 0.49573755 0.51281876 0.39458337 0.36874294 0.36729234] [ 0.4997349 0.47071399 0.51711801 0.62788128 0.42229323] [ 0.23285903 0.60471573 0.45120796 0.81836403 0.61817941] [ 0.20334036 0.62223029 0.42086015 0.87573184 0.57664937] [ 0.58342083 0.50927614 0.41229218 0.58532898 0.54019564] [ 0.36536737 0.51288727 0.51589896 0.79994217 0.60864183] [ 0.71076104 0.41743692 0.37919775 0.28433732 0.34354814] [ 0.67593274 0.49054578 0.47399593 0.28275649 0.44610315] [ 0.8406348 0.45803623 0.46971973 0.25525449 0.37971567] [ 0.82389146 0.36051079 0.64065639 0.31406535 0.36534392] [ 0.71053037 0.49042259 0.40402314 0.37884971 0.3543764 ] Progress: 49.4% ... Training loss: 0.473 ... Validation loss: 0.781[ 0.50672393 0.48333714 0.60316175 0.65315107 0.52466944] [ 0.73362688 0.61035675 0.39342047 0.49601658 0.35083641] [ 0.44654332 0.57428 0.57052609 0.53042833 0.42741494] [ 0.47828765 0.47494606 0.62000578 0.67959332 0.39701884] [ 0.34676785 0.51340052 0.43714561 0.5236911 0.55684255] [ 0.37707967 0.64739054 0.38835123 0.70485544 0.35608819] [ 0.15029247 0.58646204 0.47249889 0.89077144 0.59852657] [ 0.41102302 0.7138406 0.30108723 0.80794341 0.35857985] [ 0.43055641 0.59902546 0.53051221 0.5548135 0.5209323 ] [ 0.7768598 0.37130701 0.46346904 0.26099584 0.36420093] [ 0.77060491 0.31135754 0.56079865 0.31756393 0.41219424] [ 0.66480221 0.42201433 0.53193065 0.62825702 0.31921727] [ 0.71446248 0.32915325 0.45412187 0.39413368 0.40612725] [ 0.40722759 0.71432643 0.43696946 0.69812686 0.45325168] [ 0.49727643 0.42035005 0.36596428 0.45475104 0.47779733] [ 0.87156357 0.38593857 0.56379601 0.30730121 0.25116651] [ 0.32586191 0.5922495 0.37403909 0.8441769 0.49050894] [ 0.74877783 0.48894741 0.56137892 0.49386346 0.41711241] [ 0.45137676 0.76223987 0.28076828 0.76928928 0.50608287] [ 0.80502797 0.37621801 0.58246018 0.34053192 0.4070771 ] [ 0.58676621 0.48200442 0.33478114 0.60072766 0.35716557] [ 0.76916491 0.40988169 0.56952403 0.17381144 0.29437061] [ 0.60341197 0.43590822 0.640848 0.36357183 0.54271748] [ 0.50817923 0.51409444 0.33326692 0.42079464 0.44845484] [ 0.36437452 0.55096256 0.5444552 0.85313233 0.59412717] [ 0.83243551 0.37575094 0.40903063 0.36459449 0.33769365] [ 0.2975738 0.67093778 0.3921314 0.70857399 0.54864792] [ 0.41630141 0.60108735 0.49083373 0.77489635 0.59829577] [ 0.42017062 0.51918318 0.54547081 0.44238905 0.53163516] [ 0.23601381 0.50077265 0.39034415 0.85194238 0.58154228] [ 0.59126109 0.31538498 0.57208094 0.63315273 0.52454889] [ 0.72388073 0.54132733 0.51539307 0.31066208 0.52750753] [ 0.2477952 0.59282611 0.43733394 0.85382598 0.5414131 ] [ 0.39236565 0.52576376 0.49086993 0.65286432 0.37701931] [ 0.60157353 0.52096162 0.46366675 0.51565643 0.53758453] [ 0.69620532 0.53357133 0.38988725 0.45798244 0.45063661] [ 0.44994917 0.68279952 0.45280821 0.68462184 0.61247882] [ 0.74138898 0.35816648 0.63755781 0.54994629 0.41076942] [ 0.26083288 0.67647361 0.5030981 0.64700494 0.56267569] [ 0.61286283 0.54020913 0.55616741 0.42915791 0.3938624 ] [ 0.50430971 0.4402634 0.44485754 0.44228303 0.50936096] [ 0.39110498 0.52054303 0.34111721 0.71193599 0.56467924] [ 0.75284691 0.48457833 0.48734463 0.33274905 0.34527977] [ 0.79223535 0.47252164 0.51049808 0.27327694 0.51205505] [ 0.75067803 0.38088186 0.43618153 0.61587253 0.39493115] [ 0.72652696 0.29159754 0.50406256 0.24377546 0.38187187] [ 0.79177436 0.35025998 0.57078307 0.19639245 0.47706826] [ 0.68807743 0.39527092 0.44984398 0.54959164 0.29787035] [ 0.61208536 0.56651704 0.44006652 0.31934043 0.47531851] [ 0.47249567 0.54000025 0.46730256 0.45671719 0.54863724] [ 0.4530297 0.53545939 0.44810141 0.55103536 0.48167203] [ 0.31104775 0.55568247 0.4532888 0.82309447 0.52425538] [ 0.65558425 0.43408439 0.57012503 0.56211844 0.43010987] [ 0.31192543 0.68456028 0.51559914 0.72188599 0.46927383] [ 0.8296777 0.40173869 0.49674723 0.11863807 0.33455673] [ 0.40078984 0.69634749 0.23235494 0.70081038 0.48666865] [ 0.79974272 0.51396428 0.30794674 0.31964375 0.34213043] [ 0.20638002 0.53308493 0.50344171 0.78490716 0.52289893] [ 0.64358078 0.49022701 0.52328912 0.37159136 0.49399219] [ 0.80289998 0.36535285 0.4315363 0.23754362 0.32232899] [ 0.52385717 0.54128855 0.37451474 0.52192248 0.39237284] [ 0.14000487 0.7050057 0.4237286 0.89766836 0.5293272 ] [ 0.53760802 0.52239441 0.38359322 0.39789446 0.40768212] [ 0.73936562 0.40508383 0.51732158 0.32070891 0.39811584] [ 0.3426306 0.66036348 0.4415156 0.70193808 0.61891136] [ 0.46878195 0.6866606 0.29206733 0.41105211 0.45805983] [ 0.58234499 0.50242706 0.49318373 0.47218356 0.36474923] [ 0.44332474 0.59512734 0.42427628 0.52188707 0.53042379] [ 0.51310426 0.53040113 0.3631831 0.53223899 0.53836174] [ 0.83561268 0.38932862 0.54273685 0.31830992 0.39167967] [ 0.51419416 0.5761406 0.35190974 0.4285748 0.50641739] [ 0.73011389 0.55321405 0.46094656 0.45617332 0.47039347] [ 0.50672393 0.48333714 0.60316175 0.65315107 0.52466944] [ 0.60313784 0.51444225 0.48373777 0.66240698 0.51584303] [ 0.45856319 0.49128904 0.49434793 0.83546359 0.55205944] [ 0.67949564 0.4552209 0.53059324 0.30330957 0.44038264] [ 0.3282903 0.49872652 0.51312742 0.64569345 0.525164 ] [ 0.52754447 0.49646833 0.56192717 0.53025308 0.6070353 ] [ 0.18568178 0.6838959 0.30570145 0.7778404 0.61979505] [ 0.76451748 0.43157357 0.59819461 0.34519264 0.46924999] [ 0.53463164 0.49381321 0.51709288 0.50994303 0.51731553] [ 0.45911816 0.67491313 0.47669969 0.75722039 0.53545989] [ 0.4356007 0.67944982 0.35612841 0.52905311 0.3896653 ] [ 0.75448018 0.5703062 0.42203555 0.39734982 0.34984143] [ 0.46914973 0.67080517 0.56598196 0.54162716 0.5139452 ] [ 0.71404204 0.36979496 0.48327292 0.31740438 0.33184926] [ 0.55009067 0.62642336 0.38923547 0.39990224 0.45169915] [ 0.5522964 0.62833783 0.4621537 0.53341401 0.4352476 ] [ 0.65929982 0.55547071 0.43563019 0.49618094 0.36019781] [ 0.59745837 0.51303473 0.36434389 0.61062116 0.39068204] [ 0.80880637 0.47502982 0.49495907 0.23142262 0.39503374] [ 0.59194801 0.45099805 0.59443813 0.2977783 0.46289007] [ 0.47285597 0.46378513 0.48943057 0.52992872 0.42087461] [ 0.33497297 0.51466186 0.49865813 0.74878703 0.55065017] [ 0.44330616 0.60905253 0.52303373 0.65931119 0.50646866] [ 0.29565396 0.58982186 0.51231388 0.79930236 0.52634556] [ 0.51148398 0.59323736 0.45626918 0.56374373 0.45946722] [ 0.6616583 0.44525545 0.48774696 0.33418188 0.43538343] [ 0.33456647 0.60818435 0.44979262 0.7548789 0.36017046] [ 0.43841645 0.48103065 0.45433558 0.59077076 0.48023788] [ 0.24746365 0.64126059 0.43406781 0.80192029 0.50324844] [ 0.63558913 0.57134761 0.46115249 0.60997806 0.46516119] [ 0.75660677 0.42576399 0.47803829 0.28597518 0.38096712] [ 0.58785534 0.47583741 0.48380884 0.66105245 0.3469196 ] [ 0.42753528 0.45238646 0.59145429 0.59739132 0.49612116] [ 0.34354726 0.55639814 0.30662467 0.51679271 0.42832701] [ 0.709232 0.43861762 0.45891985 0.35749992 0.46127325] [ 0.52682494 0.50610362 0.4676154 0.67024833 0.29761066] [ 0.42624681 0.68189351 0.42768868 0.58252111 0.51793137] [ 0.79974272 0.51396428 0.30794674 0.31964375 0.34213043] [ 0.3202759 0.68884481 0.4322205 0.64350924 0.5942643 ] [ 0.57341836 0.40488808 0.45887877 0.66037019 0.34100959] [ 0.56826073 0.57540543 0.41925562 0.46994082 0.52215999] [ 0.43263731 0.63796844 0.43236561 0.55824276 0.46265365] [ 0.53495428 0.48177534 0.62707297 0.41849371 0.48391405] [ 0.29238701 0.55651824 0.46499889 0.61796798 0.61215759] [ 0.21432171 0.58964242 0.49836401 0.80147551 0.46119221] [ 0.78956582 0.47559888 0.65570065 0.22161284 0.44548344] [ 0.42291542 0.5579085 0.38761863 0.39285293 0.46783027] [ 0.56345631 0.58103883 0.54258718 0.62110104 0.4176729 ] [ 0.71626887 0.61827122 0.50034078 0.51977357 0.40845055] [ 0.55954636 0.51101611 0.48611523 0.45468131 0.40941021] [ 0.23586754 0.58488397 0.36122279 0.85755565 0.47576591] [ 0.71453618 0.59412208 0.36663283 0.57388055 0.39837416] [ 0.29040283 0.6935053 0.37417219 0.82364283 0.55628672] [ 0.58666981 0.48347793 0.62755274 0.54981772 0.53896354] [ 0.41111885 0.54889671 0.41374722 0.80858661 0.55584826] [ 0.79411343 0.33154976 0.58364866 0.27344863 0.42563291] Progress: 49.4% ... Training loss: 0.472 ... Validation loss: 0.778[ 0.32492052 0.56024696 0.48912051 0.85247201 0.50046578] [ 0.44597268 0.55006681 0.35980204 0.49317826 0.42004752] [ 0.75493995 0.44862069 0.53300914 0.29026636 0.38571165] [ 0.60967351 0.67104296 0.31887193 0.61560473 0.46754259] [ 0.39949216 0.65765659 0.46420631 0.7062541 0.48800823] [ 0.34446078 0.68037601 0.45428988 0.61543085 0.38188112] [ 0.47388928 0.48380187 0.45969685 0.70921242 0.54610239] [ 0.73696309 0.32996352 0.51492638 0.26766766 0.41209737] [ 0.68837541 0.52928488 0.53502915 0.22751422 0.48433127] [ 0.48311612 0.50779487 0.44296781 0.49118748 0.38292031] [ 0.62573042 0.52295984 0.53952686 0.37600904 0.52938215] [ 0.14750319 0.71005883 0.42864095 0.82081244 0.65538502] [ 0.65090615 0.47116135 0.51896273 0.25794602 0.59334048] [ 0.58377605 0.44922207 0.39507446 0.46207376 0.35931434] [ 0.75514389 0.48673109 0.51845858 0.22211398 0.32572148] [ 0.33247189 0.6142736 0.37520871 0.72171596 0.56318565] [ 0.65351207 0.44579911 0.52738259 0.28453648 0.46008743] [ 0.34013495 0.53581431 0.43698219 0.75293036 0.61533652] [ 0.82980213 0.40563883 0.47465458 0.25709123 0.3448086 ] [ 0.47903078 0.6472784 0.48566822 0.60871358 0.64989356] [ 0.58680361 0.51059184 0.48981561 0.42362575 0.54487129] [ 0.69408375 0.44755386 0.5294048 0.50635462 0.37511969] [ 0.28524119 0.60752767 0.41496443 0.87409433 0.52405463] [ 0.44034448 0.48917881 0.46432544 0.63447877 0.35248397] [ 0.34374173 0.6010117 0.61602966 0.78017202 0.69415434] [ 0.53141862 0.57508618 0.48693745 0.34111921 0.62319845] [ 0.43883595 0.45007595 0.61271751 0.45237587 0.48468304] [ 0.43702388 0.55467571 0.50211228 0.74450616 0.41189517] [ 0.29011154 0.66322755 0.37956762 0.79656956 0.49209817] [ 0.62332106 0.38356931 0.70475848 0.48494935 0.4424089 ] [ 0.74092723 0.36754654 0.57238236 0.37723771 0.42769264] [ 0.25847193 0.68462501 0.38969727 0.75237123 0.51023195] [ 0.69693176 0.45262316 0.45831534 0.19659498 0.26939874] [ 0.59649755 0.37305093 0.5732795 0.64094781 0.37263825] [ 0.24891266 0.70583892 0.47481508 0.7050211 0.45030985] [ 0.37739465 0.59163829 0.48149275 0.62020803 0.57962569] [ 0.468551 0.6231734 0.33866413 0.62036245 0.51485432] [ 0.76637482 0.47838409 0.47410317 0.29295854 0.44280016] [ 0.51167732 0.47632073 0.44713526 0.43727338 0.3313071 ] [ 0.44476306 0.71098307 0.41491057 0.66151862 0.49656088] [ 0.65431487 0.5350123 0.52302078 0.41179902 0.44575243] [ 0.37995158 0.68392108 0.31108877 0.70140417 0.4175622 ] [ 0.63635812 0.35503159 0.57772763 0.33887354 0.48094949] [ 0.40402283 0.48989107 0.56128282 0.52965561 0.5671026 ] [ 0.47539921 0.52843166 0.39805958 0.79826055 0.40526751] [ 0.54078549 0.5449799 0.56410979 0.45582161 0.36903177] [ 0.36965969 0.55314793 0.27858211 0.70895819 0.37276014] [ 0.6234147 0.44599702 0.62942642 0.61687171 0.46043331] [ 0.55176417 0.52902589 0.46282562 0.69055585 0.47516592] [ 0.67836284 0.49053863 0.54243516 0.46760266 0.43773544] [ 0.32523522 0.60365559 0.36107562 0.74282498 0.3934723 ] [ 0.30640797 0.6942593 0.35163465 0.79416353 0.56966629] [ 0.39995161 0.66388036 0.33874174 0.76712006 0.27106494] [ 0.37265274 0.59291548 0.37014966 0.64980541 0.39070316] [ 0.23633501 0.60337471 0.49258014 0.87067054 0.55679761] [ 0.4426243 0.52827134 0.60423418 0.56314621 0.4841314 ] [ 0.49953933 0.51464345 0.4341003 0.50910428 0.41132788] [ 0.65446422 0.34745445 0.49280155 0.4807805 0.51450505] [ 0.50815097 0.44393511 0.59981352 0.68084177 0.43994283] [ 0.64978163 0.39483405 0.5979233 0.57329914 0.4577807 ] [ 0.75912262 0.50705531 0.54698142 0.46153245 0.3939807 ] [ 0.78795113 0.43712096 0.53552948 0.1738115 0.34604459] [ 0.73147096 0.48565554 0.43929833 0.32220192 0.43096555] [ 0.39314404 0.6506263 0.41458676 0.60655915 0.45501312] [ 0.63598439 0.56599449 0.44552578 0.63984731 0.42801377] [ 0.68397572 0.56581665 0.50585921 0.43596205 0.36083104] [ 0.70996518 0.41797773 0.378992 0.28474327 0.34372864] [ 0.53797419 0.61810904 0.46398977 0.57066891 0.51248321] [ 0.73462424 0.49919551 0.44137086 0.47301738 0.34971348] [ 0.61144606 0.59975302 0.42122522 0.51805948 0.35361465] [ 0.68181983 0.51326322 0.49022234 0.40131304 0.4005986 ] [ 0.54400707 0.42084895 0.48242885 0.39605485 0.52482335] [ 0.39190275 0.57652266 0.3986359 0.59644105 0.44402392] [ 0.86633262 0.35853001 0.53542585 0.13733923 0.368105 ] [ 0.55680765 0.48623213 0.38941442 0.46802536 0.46853495] [ 0.69271284 0.6151284 0.42814233 0.57258011 0.55917144] [ 0.15647878 0.70022018 0.44387445 0.8220504 0.64331932] [ 0.29347394 0.53585504 0.34756226 0.86894089 0.59583176] [ 0.31475836 0.51748714 0.35047106 0.56605858 0.53433034] [ 0.52130784 0.49722596 0.4316778 0.59923941 0.60476374] [ 0.51312775 0.55182173 0.55563626 0.59707875 0.52579432] [ 0.44328232 0.49790624 0.51767072 0.52915993 0.50400693] [ 0.26357174 0.68529435 0.28868014 0.65772981 0.45908929] [ 0.62877394 0.49795508 0.37082536 0.38480107 0.40811707] [ 0.58370374 0.44968879 0.51338101 0.51638733 0.37362992] [ 0.57295221 0.4756333 0.38830088 0.34242849 0.43322421] [ 0.6359272 0.4289928 0.60005564 0.27551939 0.44799431] [ 0.65740456 0.52011948 0.3664585 0.53309671 0.36835683] [ 0.50326239 0.50501548 0.50207485 0.67596692 0.40455981] [ 0.41020139 0.46014605 0.48153091 0.84531504 0.6005745 ] [ 0.42954718 0.56647306 0.40110186 0.52895286 0.45371025] [ 0.47684518 0.59851763 0.47285033 0.68842153 0.59104536] [ 0.40451016 0.45633074 0.49974159 0.68117349 0.40343153] [ 0.69422298 0.45881657 0.53239695 0.2818405 0.47935662] [ 0.79762452 0.5411889 0.39216157 0.42643331 0.313831 ] [ 0.31663311 0.71212079 0.42574934 0.63447911 0.50813732] [ 0.80449991 0.36961641 0.5541128 0.26105352 0.40947096] [ 0.54831308 0.53266805 0.52545986 0.43744003 0.43946032] [ 0.78121298 0.5462038 0.47200466 0.30110191 0.30562125] [ 0.60999396 0.48546061 0.45988137 0.59132224 0.36029988] [ 0.6805372 0.40626686 0.5887526 0.56038347 0.4613091 ] [ 0.76502792 0.52709126 0.41383087 0.54621916 0.52322695] [ 0.57142198 0.61242114 0.39568688 0.59392535 0.55735537] [ 0.13824298 0.63826114 0.43275121 0.86101161 0.63330068] [ 0.40256195 0.63353915 0.38897807 0.63591842 0.41125851] [ 0.80475742 0.37639238 0.58239654 0.34075092 0.407133 ] [ 0.21794326 0.68380653 0.39624434 0.85494174 0.56173212] [ 0.58655055 0.51020942 0.40934338 0.27854948 0.45644157] [ 0.6716052 0.4289603 0.56861609 0.56616638 0.46209938] [ 0.37932177 0.51029765 0.52075721 0.71494267 0.56476867] [ 0.51003996 0.58215474 0.39515976 0.47764593 0.42969632] [ 0.69422298 0.45881657 0.53239695 0.2818405 0.47935662] [ 0.57639884 0.45629688 0.63762622 0.64695699 0.47206141] [ 0.4501553 0.54403223 0.5156507 0.4569544 0.44728707] [ 0.78107655 0.55156085 0.51948642 0.47192555 0.452475 ] [ 0.74203293 0.46106487 0.455429 0.35000728 0.39196948] [ 0.40985582 0.67990051 0.45857116 0.68785114 0.52197041] [ 0.29824425 0.59531847 0.39154758 0.5355556 0.53914648] [ 0.67968379 0.42617854 0.42422137 0.41971761 0.36439328] [ 0.62372891 0.41019788 0.42684148 0.41346197 0.44234088] [ 0.52188813 0.42470681 0.5241321 0.61660772 0.37158534] [ 0.71584748 0.55685692 0.32999679 0.50699889 0.53259181] [ 0.81468163 0.40065812 0.56110787 0.31716473 0.47341449] [ 0.65302876 0.40410972 0.54365171 0.63297788 0.32661846] [ 0.78596251 0.31384154 0.52942991 0.24660128 0.36353127] [ 0.62857443 0.5856192 0.42078821 0.36361158 0.42379178] [ 0.88703676 0.43818386 0.44601291 0.19461159 0.27428399] [ 0.84129411 0.38063377 0.47916273 0.19161855 0.28456328] Progress: 49.5% ... Training loss: 0.472 ... Validation loss: 0.775[ 0.62830797 0.63673193 0.46439445 0.27098931 0.44645045] [ 0.4026299 0.65714578 0.36248428 0.4564223 0.36913849] [ 0.54458662 0.52476456 0.54383489 0.42733143 0.47979613] [ 0.30567823 0.57023939 0.49459481 0.79120555 0.54075686] [ 0.73751064 0.44046861 0.4956084 0.43599203 0.42213297] [ 0.36339143 0.45413012 0.36985549 0.59625253 0.43524271] [ 0.40436222 0.61272569 0.33048161 0.65079119 0.28510365] [ 0.44697834 0.50809327 0.52826619 0.65263189 0.44889083] [ 0.73968483 0.39430041 0.61324783 0.26729173 0.37675498] [ 0.31196764 0.54872723 0.4467789 0.65933775 0.38014202] [ 0.7863568 0.3373608 0.54300004 0.14572304 0.32589497] [ 0.80727138 0.43433303 0.52833108 0.34167951 0.49215661] [ 0.66127985 0.5174646 0.54121551 0.44840986 0.43808907] [ 0.30856614 0.58924759 0.54746631 0.64179333 0.5794871 ] [ 0.76604427 0.41207269 0.55207875 0.30146581 0.40716735] [ 0.34906146 0.60752827 0.37897202 0.80078063 0.4321031 ] [ 0.6591386 0.52260932 0.43881349 0.40215799 0.34087297] [ 0.47414506 0.6471251 0.37893128 0.55478494 0.36450691] [ 0.64505451 0.50414209 0.45583922 0.69100482 0.36709129] [ 0.77378647 0.50816565 0.55011116 0.38699348 0.50355155] [ 0.59900965 0.42122817 0.50313711 0.32444974 0.56134719] [ 0.60977133 0.67170481 0.45471284 0.59003037 0.47866495] [ 0.56072138 0.34418949 0.57066117 0.39400263 0.60280644] [ 0.45652621 0.48718514 0.51975971 0.66757697 0.43141285] [ 0.30644466 0.63333436 0.44352148 0.64298241 0.58092122] [ 0.56793037 0.64830916 0.43949057 0.67407027 0.34336094] [ 0.25871901 0.66941707 0.37967137 0.77601706 0.3721986 ] [ 0.60154383 0.51225297 0.46646241 0.409787 0.4553228 ] [ 0.48180525 0.63652624 0.34342692 0.45811086 0.33000087] [ 0.75586953 0.35545384 0.45392973 0.70443931 0.3925047 ] [ 0.33316458 0.5239483 0.56079459 0.66293679 0.61374513] [ 0.69065541 0.4430378 0.58544052 0.65357751 0.43136666] [ 0.6486513 0.41178398 0.48655896 0.59047807 0.32595318] [ 0.76783802 0.50432518 0.60092159 0.36814196 0.42039563] [ 0.31530351 0.69427724 0.28263065 0.78301959 0.51831898] [ 0.29814976 0.56158065 0.39435116 0.67534793 0.50194639] [ 0.62749204 0.39460681 0.5284856 0.57141544 0.48980069] [ 0.51132919 0.46931598 0.52206679 0.67280353 0.47774195] [ 0.3905646 0.54868015 0.52095532 0.82164658 0.57898956] [ 0.63494988 0.37331257 0.5018788 0.52955205 0.36805047] [ 0.37724403 0.64350598 0.39314188 0.70198418 0.43935522] [ 0.73703765 0.48272125 0.49011658 0.22422631 0.39537173] [ 0.27108618 0.60069445 0.40127557 0.86606162 0.40021455] [ 0.56435373 0.49720948 0.44476034 0.52593986 0.54938713] [ 0.59777811 0.32773551 0.38503707 0.43198616 0.43803361] [ 0.48986897 0.52210036 0.46539064 0.39645955 0.4523013 ] [ 0.72386447 0.46567315 0.60574255 0.33982258 0.4629494 ] [ 0.64022923 0.54394037 0.42707549 0.55774831 0.41326103] [ 0.25049014 0.68611641 0.4251343 0.71732103 0.5097792 ] [ 0.60681038 0.57512851 0.43946626 0.66979333 0.45838834] [ 0.65949008 0.3644418 0.54132108 0.30466152 0.49911681] [ 0.82392711 0.51686911 0.57289105 0.29544413 0.4033789 ] [ 0.22289944 0.59096641 0.36298283 0.91588918 0.56900461] [ 0.56792018 0.54451728 0.42899465 0.48302368 0.32079475] [ 0.51195892 0.53729751 0.48119347 0.67876632 0.46265855] [ 0.5917614 0.43426766 0.47406532 0.68225348 0.40361556] [ 0.74813664 0.41748346 0.42166434 0.43761977 0.47756449] [ 0.68200025 0.5105702 0.46057482 0.60437376 0.43739078] [ 0.15918423 0.57617464 0.45249243 0.78723056 0.57490315] [ 0.66315576 0.46743009 0.49530052 0.26663791 0.42525024] [ 0.69604706 0.3946151 0.59917925 0.60319179 0.39467409] [ 0.70573958 0.4099863 0.60679615 0.43905725 0.40045636] [ 0.6687638 0.47230255 0.49539377 0.38865459 0.42202745] [ 0.25036132 0.71373623 0.41986358 0.76630682 0.40782512] [ 0.47982072 0.63265776 0.30428556 0.68430921 0.5076218 ] [ 0.53382164 0.41748534 0.48836872 0.64848862 0.42367083] [ 0.42009302 0.62297554 0.41858695 0.57502158 0.4313816 ] [ 0.71103133 0.38620274 0.59675119 0.37865016 0.39559919] [ 0.77163866 0.42899794 0.50922633 0.26636132 0.44781748] [ 0.5227946 0.46498269 0.55788121 0.41931205 0.46281148] [ 0.70301862 0.49807288 0.41425865 0.31349012 0.28283085] [ 0.26157227 0.6602335 0.43342532 0.88781316 0.4955976 ] [ 0.79060513 0.41623016 0.44018268 0.37034888 0.3741069 ] [ 0.32305348 0.62587752 0.49756027 0.73880282 0.65874877] [ 0.76666532 0.45165337 0.50934441 0.24987509 0.27903239] [ 0.71373005 0.38254149 0.65354672 0.33075168 0.45080556] [ 0.59651742 0.43969722 0.39133525 0.57807645 0.37626248] [ 0.52404672 0.42506705 0.38241692 0.28349527 0.45002974] [ 0.68434081 0.38927519 0.58061779 0.50166973 0.49643727] [ 0.7247402 0.37243954 0.59585365 0.25056177 0.40932611] [ 0.71376484 0.64531807 0.50700169 0.46271152 0.41752471] [ 0.45464933 0.56920315 0.52904208 0.77966474 0.63626275] [ 0.46082425 0.62439092 0.61705935 0.62491587 0.58667042] [ 0.60665583 0.51350067 0.56714106 0.32635912 0.55276384] [ 0.57006324 0.42663277 0.58548718 0.34794313 0.52844583] [ 0.42567338 0.54081522 0.60143574 0.46226392 0.50028375] [ 0.5487275 0.50853776 0.52706866 0.83099127 0.52732477] [ 0.68900016 0.41524232 0.58676846 0.48137813 0.47982405] [ 0.39684224 0.46311159 0.39995212 0.65570606 0.37009301] [ 0.47482701 0.56777254 0.51938194 0.4587987 0.46509547] [ 0.16436975 0.70900212 0.34497265 0.82331853 0.66947832] [ 0.3724701 0.60956986 0.39001745 0.77490146 0.3845468 ] [ 0.39783408 0.46795296 0.56340944 0.80270178 0.60547686] [ 0.45876966 0.43874344 0.60623509 0.49381795 0.37685731] [ 0.45871852 0.41433438 0.40795189 0.77350875 0.44960725] [ 0.14343379 0.64595895 0.41687904 0.72124632 0.5282192 ] [ 0.83512256 0.48945547 0.49601512 0.27722102 0.41649331] [ 0.52650886 0.55881954 0.4032705 0.4669073 0.35416492] [ 0.46022 0.52272317 0.48453478 0.57084217 0.38448652] [ 0.49634229 0.60796417 0.55859253 0.55162453 0.45075401] [ 0.70250276 0.44581092 0.42681144 0.17081738 0.39834388] [ 0.41348744 0.60522175 0.33241879 0.61348923 0.34060517] [ 0.44828144 0.54663215 0.51888454 0.51037841 0.49300359] [ 0.50286663 0.69116598 0.44956331 0.69250187 0.44068444] [ 0.48177118 0.55060717 0.48276089 0.73009201 0.46680909] [ 0.45305274 0.50547386 0.41527388 0.5594606 0.54516342] [ 0.33272877 0.47657694 0.51420281 0.73673163 0.50905674] [ 0.68324341 0.36257399 0.6942346 0.53852104 0.38670588] [ 0.2500654 0.57624372 0.41925111 0.65385137 0.53369008] [ 0.79853751 0.54697284 0.48438114 0.34203936 0.48676131] [ 0.5397536 0.56340662 0.44871383 0.58114383 0.48551006] [ 0.74825478 0.43474671 0.58390984 0.31335263 0.42120469] [ 0.52322237 0.55002929 0.47474425 0.45496408 0.49706536] [ 0.72978614 0.49451333 0.46692958 0.57492327 0.40903314] [ 0.54887978 0.43135618 0.45333273 0.35793869 0.46101397] [ 0.55287736 0.49299013 0.34528163 0.39348592 0.4475142 ] [ 0.3464152 0.5071502 0.60796728 0.74910947 0.65874371] [ 0.68276649 0.49829299 0.67481739 0.39959268 0.41041762] [ 0.36937738 0.63920155 0.4205205 0.65552947 0.5199089 ] [ 0.74740074 0.47472113 0.35268987 0.23724045 0.29990884] [ 0.59560269 0.59390653 0.48711839 0.55201715 0.46633106] [ 0.26318863 0.52931938 0.42402622 0.84242364 0.47329865] [ 0.57027623 0.47244542 0.48811433 0.45993366 0.33413854] [ 0.47583725 0.44531464 0.47076606 0.31645327 0.44320038] [ 0.45512929 0.48835148 0.49427824 0.82695758 0.53181086] [ 0.50819768 0.60102568 0.4571649 0.67655826 0.44547295] [ 0.38263123 0.63682303 0.46311765 0.69951354 0.60241495] [ 0.66930807 0.46893573 0.43852346 0.31135498 0.47008713] Progress: 49.5% ... Training loss: 0.472 ... Validation loss: 0.776[ 0.61230389 0.47687808 0.34119641 0.24875053 0.37732282] [ 0.36413419 0.68891852 0.354303 0.77855554 0.50448502] [ 0.59730409 0.46497984 0.59968572 0.49872919 0.41821789] [ 0.41466656 0.67527913 0.52354306 0.66410306 0.62781153] [ 0.69794943 0.48059323 0.58149277 0.2371846 0.56653078] [ 0.60704154 0.57497614 0.43952324 0.66969379 0.45834624] [ 0.58332373 0.43326963 0.45340312 0.29671229 0.54482314] [ 0.70652623 0.52152758 0.46631245 0.54017501 0.44095119] [ 0.64740397 0.45256147 0.41001809 0.70158159 0.40313043] [ 0.2309111 0.77298059 0.26031189 0.7906661 0.49748527] [ 0.55511772 0.64116786 0.43332115 0.62959612 0.4305026 ] [ 0.48671337 0.41293405 0.54302415 0.76197094 0.4443124 ] [ 0.30873765 0.4711317 0.33956831 0.80860563 0.48300222] [ 0.57179589 0.47627307 0.3880526 0.34301182 0.43345328] [ 0.67478638 0.47812938 0.4142047 0.27578689 0.22100273] [ 0.24175211 0.58432055 0.46696149 0.84361036 0.61958296] [ 0.25394474 0.52462912 0.49269539 0.78170118 0.49529588] [ 0.72441333 0.38533423 0.52621831 0.53502332 0.38431676] [ 0.59176546 0.54606939 0.5214076 0.43141935 0.60459078] [ 0.29906485 0.58385827 0.30218767 0.79306744 0.61055296] [ 0.28606659 0.57595735 0.50546027 0.76702253 0.61601054] [ 0.67522664 0.44428839 0.61724989 0.30191705 0.49136664] [ 0.48373539 0.61034583 0.42402286 0.6772832 0.42981696] [ 0.7345222 0.44395644 0.62550067 0.32628219 0.36233703] [ 0.52681032 0.44637388 0.56690353 0.63630227 0.5444345 ] [ 0.49717637 0.45003741 0.67643631 0.53536403 0.44811754] [ 0.19185448 0.61283325 0.35733958 0.85099055 0.57492747] [ 0.66378294 0.52559462 0.44593628 0.42364126 0.43126445] [ 0.44717231 0.6208732 0.478117 0.57243179 0.46166546] [ 0.59949574 0.45917639 0.61377312 0.36042753 0.50426595] [ 0.47499778 0.56549863 0.49310895 0.42463639 0.54658097] [ 0.51173442 0.47955953 0.56859635 0.51637388 0.44931136] [ 0.64904646 0.60188861 0.45613243 0.47748845 0.38692042] [ 0.73538531 0.35979838 0.48723831 0.4181903 0.36042792] [ 0.52976148 0.54878794 0.38988796 0.5757395 0.50758875] [ 0.60659157 0.52994079 0.47200107 0.53999829 0.49205879] [ 0.75007347 0.40538302 0.5869091 0.63649083 0.39629355] [ 0.44809143 0.47961792 0.49276152 0.738984 0.43673739] [ 0.50940187 0.50001811 0.55285584 0.55630156 0.56873542] [ 0.81363151 0.51237503 0.48539477 0.45253078 0.38274052] [ 0.59990714 0.58192964 0.46595308 0.4869388 0.34056557] [ 0.67593943 0.5175994 0.66318787 0.46175525 0.46421823] [ 0.69803838 0.34933551 0.50338552 0.24569828 0.39880339] [ 0.72804737 0.51135077 0.59346577 0.41175856 0.45282238] [ 0.72624625 0.41341895 0.42948717 0.66601883 0.28112402] [ 0.17067141 0.57656137 0.42091933 0.64131854 0.59038973] [ 0.51648203 0.60567925 0.29377751 0.71790415 0.53114022] [ 0.84848322 0.40417663 0.613505 0.20956825 0.38575089] [ 0.42002006 0.6145412 0.38046544 0.40029821 0.41959461] [ 0.61108894 0.56134673 0.56018252 0.50830197 0.37204877] [ 0.8781518 0.47315315 0.46465681 0.19311285 0.38997285] [ 0.74823395 0.46357786 0.52467404 0.4717373 0.38427371] [ 0.69424696 0.5950515 0.40068709 0.56998569 0.47529728] [ 0.41069328 0.59043902 0.34627481 0.56909138 0.4639456 ] [ 0.52014316 0.51888827 0.56057772 0.62567097 0.43490061] [ 0.68797324 0.5144672 0.4188849 0.39368388 0.4130433 ] [ 0.69111171 0.35185177 0.49757994 0.57056131 0.30488106] [ 0.4273332 0.46551896 0.48994459 0.76520083 0.47471952] [ 0.39646604 0.53283484 0.54770583 0.75895028 0.52688946] [ 0.74804749 0.44819173 0.37077036 0.41023801 0.44470483] [ 0.53293084 0.54020503 0.5324628 0.38006751 0.47718617] [ 0.45187949 0.42874246 0.56977664 0.75155401 0.52939834] [ 0.63687177 0.52623902 0.52521293 0.5287253 0.47209676] [ 0.39165847 0.40158436 0.55188426 0.69087255 0.63192754] [ 0.46546688 0.56041331 0.4547338 0.44298749 0.53809119] [ 0.45914717 0.65527844 0.46866591 0.46404104 0.46976502] [ 0.42456321 0.61048169 0.411204 0.46588192 0.43095787] [ 0.71424142 0.55995754 0.45188002 0.34317459 0.43216771] [ 0.4208761 0.58767433 0.47559462 0.56847538 0.70500093] [ 0.50882136 0.63710018 0.36163417 0.72983726 0.62206699] [ 0.75216608 0.55635774 0.49256671 0.38009432 0.36902159] [ 0.49816584 0.50677381 0.39026935 0.53916691 0.41163117] [ 0.59792117 0.54701531 0.51702749 0.38291307 0.36363371] [ 0.42887813 0.55507997 0.51114047 0.78187561 0.50145 ] [ 0.39690527 0.57027112 0.34967414 0.4691591 0.49941563] [ 0.31391337 0.59780659 0.42256743 0.6249479 0.52007767] [ 0.51766347 0.51867521 0.4572196 0.52004677 0.40406803] [ 0.37135825 0.52617439 0.55993185 0.69409682 0.50487348] [ 0.4900344 0.55824401 0.46062245 0.34299835 0.38601021] [ 0.3940286 0.39306533 0.54733762 0.75573066 0.42119432] [ 0.70037898 0.43144411 0.52843297 0.39970439 0.5455736 ] [ 0.55697538 0.61195066 0.39477496 0.47212206 0.37853542] [ 0.4961335 0.55343706 0.46420394 0.60958794 0.57944482] [ 0.53959978 0.5241691 0.55739795 0.52536882 0.37723799] [ 0.20633036 0.75844802 0.44744995 0.72414855 0.54356274] [ 0.38045677 0.7243921 0.30811348 0.66708397 0.44759737] [ 0.51819982 0.58520992 0.35200976 0.33679134 0.40973228] [ 0.3923151 0.54701593 0.44426995 0.67276406 0.63591995] [ 0.24451029 0.6195925 0.45583472 0.88112749 0.54195787] [ 0.75007347 0.40538302 0.5869091 0.63649083 0.39629355] [ 0.68923373 0.41856927 0.6750899 0.60916888 0.42358033] [ 0.87726538 0.26619726 0.65459093 0.12855891 0.43283068] [ 0.73227982 0.41503015 0.4175376 0.24350395 0.40280408] [ 0.55379462 0.56328622 0.4975026 0.49037492 0.58387469] [ 0.57177223 0.45982708 0.43732316 0.36162888 0.51637408] [ 0.47360986 0.46898623 0.53086442 0.7884644 0.52096596] [ 0.7024037 0.50992842 0.4303451 0.52150051 0.4933201 ] [ 0.37788654 0.6919263 0.23859438 0.73839827 0.44741373] [ 0.59239282 0.54665241 0.50459977 0.35193802 0.51530946] [ 0.71300407 0.51385463 0.40009189 0.27743085 0.36344738] [ 0.51084257 0.50948667 0.4607749 0.62097063 0.39024166] [ 0.43589462 0.5776827 0.2700664 0.82314364 0.51633738] [ 0.304632 0.69762868 0.31314612 0.61519645 0.40711269] [ 0.62165022 0.50994059 0.53018172 0.48958339 0.49260783] [ 0.5838765 0.44824988 0.51498988 0.60313233 0.37232758] [ 0.52541647 0.58003449 0.40964688 0.48560607 0.45576769] [ 0.60075106 0.57745723 0.33446656 0.49136751 0.38003996] [ 0.67204494 0.42873806 0.56866965 0.56585898 0.46205413] [ 0.17443603 0.5357199 0.54664418 0.91669543 0.7197108 ] [ 0.58168872 0.5860939 0.40401976 0.73474064 0.51054658] [ 0.2701059 0.50397619 0.57367444 0.82454476 0.64835093] [ 0.54703136 0.56575794 0.29421293 0.46485362 0.44661885] [ 0.76571338 0.37633415 0.60756478 0.5649521 0.35953467] [ 0.40378409 0.45246455 0.60864731 0.53119573 0.42925619] [ 0.34756043 0.6060914 0.44229352 0.78597208 0.469328 ] [ 0.72034411 0.44859972 0.58753959 0.43580767 0.45884137] [ 0.84797863 0.44987494 0.52300662 0.25240954 0.42544163] [ 0.57767333 0.50387675 0.53643735 0.33129183 0.53659676] [ 0.59493725 0.51657233 0.35649262 0.6204806 0.40401203] [ 0.2789655 0.63738458 0.39874573 0.60240029 0.44265943] [ 0.71015631 0.43353437 0.35722958 0.2243296 0.29513091] [ 0.40727545 0.55872118 0.51661386 0.88139885 0.52018549] [ 0.57267597 0.39085636 0.4522672 0.2828652 0.39722505] [ 0.5318478 0.71766162 0.39080887 0.74541904 0.51687477] [ 0.27514476 0.52258539 0.51196344 0.78682624 0.6060385 ] [ 0.65689095 0.41811949 0.4686881 0.57680967 0.44011016] [ 0.3874352 0.52978853 0.47358884 0.84294605 0.50898022] [ 0.59435597 0.58715748 0.55574241 0.37042569 0.56327629] Progress: 49.5% ... Training loss: 0.472 ... Validation loss: 0.778[ 0.78987563 0.38474654 0.53698558 0.18983115 0.29453984] [ 0.59752229 0.44173931 0.57522499 0.29434122 0.61674751] [ 0.56911226 0.40282311 0.38354402 0.40812745 0.4342542 ] [ 0.52973372 0.48859289 0.45768467 0.53387466 0.36605201] [ 0.27770393 0.66013144 0.45977139 0.74606072 0.55527663] [ 0.40767474 0.71568878 0.252607 0.71617325 0.50226104] [ 0.43986363 0.62942762 0.67079603 0.44134826 0.53998104] [ 0.50258842 0.43521834 0.50634061 0.45141299 0.47902672] [ 0.51488087 0.67311897 0.34807849 0.51115973 0.39446254] [ 0.40991728 0.65704424 0.39236334 0.65634447 0.3865521 ] [ 0.80444366 0.37648551 0.58233983 0.34065929 0.40719141] [ 0.63993066 0.33154079 0.63553535 0.33354594 0.44790939] [ 0.35118085 0.48129286 0.37087811 0.67111078 0.58168712] [ 0.3997293 0.49986829 0.51872553 0.47730984 0.50514024] [ 0.70574631 0.47808632 0.46604014 0.36025074 0.42199056] [ 0.41415508 0.53656508 0.38567242 0.50793237 0.42966215] [ 0.54713739 0.46816905 0.48020304 0.45829862 0.40014791] [ 0.53481599 0.65711524 0.51553236 0.62980317 0.38986821] [ 0.34410803 0.47070696 0.505721 0.80442999 0.51794474] [ 0.69819875 0.55437169 0.41824121 0.5190373 0.36915925] [ 0.70742841 0.42201332 0.57911671 0.34552227 0.41119737] [ 0.38295279 0.50957357 0.3909248 0.67753465 0.65011465] [ 0.78090691 0.49474729 0.56273098 0.39052309 0.42622703] [ 0.75872549 0.35332019 0.55159877 0.11112682 0.35263835] [ 0.37073602 0.57514424 0.44925002 0.81332404 0.54128658] [ 0.36267091 0.58542616 0.48661826 0.53176789 0.50467154] [ 0.59661615 0.31622685 0.46331806 0.43790088 0.58397375] [ 0.63691758 0.57677047 0.56730532 0.61930767 0.46776311] [ 0.38279055 0.53834733 0.57228109 0.72596283 0.41194863] [ 0.53904506 0.61177651 0.39207793 0.4899952 0.39494963] [ 0.35886641 0.59144091 0.46609304 0.70695803 0.3564845 ] [ 0.55725679 0.52875574 0.4330218 0.57181658 0.33001337] [ 0.60440322 0.44998775 0.38442255 0.33385258 0.33988049] [ 0.28940894 0.46208032 0.5503155 0.59667654 0.67633301] [ 0.5857787 0.64565147 0.39002247 0.64327378 0.48605686] [ 0.65269805 0.51513521 0.47510052 0.38233156 0.36921478] [ 0.3486083 0.70368365 0.39145177 0.64955379 0.46529385] [ 0.55677123 0.4272421 0.46857388 0.6457933 0.4021176 ] [ 0.89916207 0.42911663 0.49451881 0.19410015 0.33789379] [ 0.48794653 0.41231546 0.5432765 0.76148779 0.44408591] [ 0.74492344 0.51084133 0.55892412 0.45346082 0.39653531] [ 0.71648203 0.39787424 0.58010537 0.57872839 0.44447437] [ 0.57758032 0.39300685 0.44814494 0.72550818 0.37725734] [ 0.34960448 0.5380451 0.53039428 0.82024321 0.54384563] [ 0.38113203 0.54795569 0.34972352 0.55615133 0.57263556] [ 0.46009119 0.49950478 0.51669623 0.76594267 0.5126911 ] [ 0.63980975 0.42001343 0.43859444 0.42650666 0.37841866] [ 0.29425509 0.64373159 0.46854747 0.61414412 0.53190445] [ 0.29783289 0.63941866 0.42568 0.73410095 0.57308745] [ 0.65681896 0.45622611 0.48451239 0.61068806 0.31318999] [ 0.23767825 0.55376509 0.44966399 0.75496594 0.56439186] [ 0.59696304 0.37953565 0.56512518 0.52973294 0.35687825] [ 0.8171095 0.4086617 0.56272747 0.24231328 0.43820274] [ 0.79314325 0.47523726 0.5675588 0.38920928 0.32463698] [ 0.57013154 0.43963867 0.4432562 0.3845408 0.53992211] [ 0.69340996 0.53446622 0.3789001 0.25369769 0.29683669] [ 0.62941256 0.56651889 0.26210933 0.5417167 0.48569007] [ 0.37953668 0.53234631 0.41571049 0.74765375 0.52691844] [ 0.25005958 0.5790324 0.43018535 0.84115894 0.51468616] [ 0.87717137 0.20665196 0.47840508 0.14960607 0.4054747 ] [ 0.44267388 0.42758634 0.58833301 0.39643807 0.53906104] [ 0.58477736 0.47930538 0.52711573 0.44638773 0.55324149] [ 0.49634424 0.51285494 0.56836505 0.41644176 0.50533227] [ 0.69468164 0.43597459 0.54876134 0.27813234 0.35739453] [ 0.76056365 0.47338444 0.67465187 0.33011122 0.36421379] [ 0.34504356 0.63118969 0.50839925 0.63117189 0.52360405] [ 0.5695147 0.58217616 0.31562213 0.623922 0.39621582] [ 0.525993 0.45705748 0.46958699 0.61969827 0.40523593] [ 0.41023 0.49503591 0.51942936 0.47588133 0.51475464] [ 0.44421712 0.4739841 0.50833782 0.69373575 0.47993955] [ 0.42569052 0.52063043 0.45204116 0.7772455 0.50199904] [ 0.65813201 0.36011735 0.56308067 0.70668888 0.46137356] [ 0.67769977 0.56039157 0.38790364 0.49927508 0.50148581] [ 0.72248131 0.32980702 0.58726737 0.24439673 0.45073411] [ 0.70097243 0.57166278 0.56493156 0.41236222 0.47011118] [ 0.54280803 0.52517454 0.56318107 0.74018845 0.4985409 ] [ 0.48393805 0.65882313 0.33455288 0.75992306 0.61135691] [ 0.43652391 0.56739314 0.4630572 0.52230955 0.37039907] [ 0.35804461 0.52627914 0.5519659 0.73784536 0.55287335] [ 0.72664751 0.31915369 0.70321754 0.41449074 0.40708224] [ 0.643196 0.61008189 0.46138728 0.53772756 0.37325023] [ 0.48911871 0.61772769 0.41073201 0.82071447 0.43534527] [ 0.52059077 0.56904131 0.3538843 0.39169278 0.39495191] [ 0.33924407 0.56900315 0.5295364 0.76591581 0.39704289] [ 0.4901105 0.48940022 0.50281433 0.65515602 0.35065529] [ 0.74102721 0.4469632 0.38577169 0.29791628 0.38582113] [ 0.67677322 0.49164752 0.47686744 0.40558076 0.37224655] [ 0.24097552 0.63978399 0.35863254 0.77077604 0.46678776] [ 0.68843568 0.39743948 0.50106261 0.30630946 0.44331058] [ 0.50846833 0.53069431 0.57452956 0.34032654 0.54678826] [ 0.32776614 0.56542919 0.48303776 0.85686567 0.61979267] [ 0.67885405 0.47233658 0.55464619 0.35723136 0.51256292] [ 0.56955113 0.57830719 0.40472499 0.43868121 0.33928169] [ 0.56727815 0.40367081 0.55203139 0.5800728 0.47526349] [ 0.5979967 0.65525217 0.57804376 0.55445004 0.50524432] [ 0.72566794 0.44691887 0.58532387 0.26432837 0.38925936] [ 0.49107164 0.52796893 0.50779685 0.66107794 0.44459 ] [ 0.3153566 0.6374908 0.36083243 0.46743672 0.43409787] [ 0.56558416 0.39042324 0.70436747 0.63523375 0.5029248 ] [ 0.60049589 0.51063207 0.56560465 0.6738379 0.48104088] [ 0.42167795 0.49095578 0.51044341 0.50872093 0.58481748] [ 0.61720411 0.4877024 0.65158428 0.31739801 0.48422837] [ 0.71802642 0.36981483 0.68688022 0.51957379 0.36217718] [ 0.27747466 0.58596802 0.49058485 0.82273929 0.53809193] [ 0.52129466 0.49142259 0.51503855 0.49532376 0.41624845] [ 0.55402083 0.39907803 0.61631668 0.53598987 0.473208 ] [ 0.53819056 0.60807881 0.42204472 0.63206492 0.5691876 ] [ 0.18031755 0.60716502 0.55529088 0.8471733 0.58059868] [ 0.56957235 0.62000575 0.42161344 0.45775758 0.33477729] [ 0.75266458 0.39664712 0.58888215 0.16180696 0.47682702] [ 0.43570325 0.58274057 0.25821629 0.69753277 0.47682952] [ 0.69387221 0.38030745 0.52189382 0.27551924 0.50110209] [ 0.73087804 0.55891246 0.40508285 0.61569609 0.41257092] [ 0.77063918 0.43699049 0.5729735 0.36021278 0.37694449] [ 0.67756746 0.54314712 0.40040846 0.30457905 0.30948933] [ 0.73940583 0.44055402 0.56931594 0.69165514 0.37397709] [ 0.35143434 0.66168516 0.34687701 0.72865772 0.59935708] [ 0.24869645 0.55751215 0.41398537 0.7614053 0.52333452] [ 0.62173868 0.59887142 0.37559613 0.56171534 0.50197341] [ 0.53725079 0.58415208 0.35882927 0.32573955 0.38923098] [ 0.64379246 0.47148134 0.54003927 0.39884309 0.5320422 ] [ 0.52296339 0.56239825 0.48283708 0.80258769 0.37287603] [ 0.54718368 0.44917696 0.31921583 0.54583976 0.47566129] [ 0.71711718 0.43855495 0.48491033 0.34523196 0.47684253] [ 0.44309173 0.44468556 0.4573644 0.63971353 0.50013675] [ 0.66637754 0.60887987 0.39652458 0.50466194 0.43568625] [ 0.2284668 0.70622672 0.47908901 0.80338089 0.55285268] [ 0.51281235 0.41964419 0.58718302 0.68786679 0.37680262] Progress: 49.6% ... Training loss: 0.471 ... Validation loss: 0.777[ 0.59192917 0.57963367 0.54868452 0.41459538 0.42932819] [ 0.8269222 0.43123386 0.49584265 0.25351947 0.35690028] [ 0.45487967 0.64720647 0.4654404 0.48922574 0.52511964] [ 0.49027452 0.60249589 0.38317994 0.61541891 0.40997575] [ 0.33265119 0.50679535 0.43467038 0.80546338 0.58530801] [ 0.63317035 0.63532985 0.48297518 0.58819113 0.32515829] [ 0.50457896 0.48291245 0.45797834 0.5824351 0.33620678] [ 0.41715024 0.50032118 0.50664684 0.65508223 0.58715961] [ 0.74263887 0.55328996 0.4170758 0.38263463 0.40770225] [ 0.80353472 0.45594491 0.38359137 0.34347272 0.29875438] [ 0.67479161 0.4929849 0.54672284 0.6111193 0.45767933] [ 0.85639264 0.36968061 0.56419267 0.26354041 0.33510746] [ 0.48065092 0.50434412 0.39143978 0.58869399 0.41079664] [ 0.64754398 0.5567771 0.51128362 0.58654967 0.44447748] [ 0.40899353 0.52255236 0.48585452 0.58790163 0.55694464] [ 0.72868478 0.45401534 0.34754866 0.40134149 0.40567607] [ 0.7794746 0.48406215 0.49921451 0.30032712 0.37253971] [ 0.82132186 0.36481425 0.59418093 0.17831457 0.44836518] [ 0.73196926 0.40686742 0.43714733 0.64101757 0.28344222] [ 0.39163894 0.48649711 0.52241132 0.51218588 0.58321787] [ 0.74139383 0.34021011 0.56001128 0.52257536 0.40008212] [ 0.68340339 0.40881824 0.61746894 0.53484837 0.37925705] [ 0.34530962 0.49450188 0.54645698 0.79985603 0.61357936] [ 0.57943099 0.36916755 0.53517639 0.49537352 0.37223691] [ 0.503725 0.42882786 0.48756288 0.69664017 0.34355016] [ 0.83674188 0.33539381 0.442366 0.33926348 0.38235365] [ 0.4548964 0.62907151 0.46423481 0.65420976 0.5307679 ] [ 0.47910325 0.46655536 0.39586062 0.57039531 0.32134041] [ 0.66731601 0.49871196 0.35740876 0.52397666 0.38065905] [ 0.78476048 0.39247864 0.54595293 0.17657281 0.45245564] [ 0.63864236 0.51565056 0.45776602 0.68958736 0.34313974] [ 0.47258586 0.49030292 0.60086777 0.5489791 0.58105599] [ 0.72729525 0.49208219 0.44878098 0.39665381 0.52368804] [ 0.45833491 0.54993038 0.42320017 0.6688532 0.53523503] [ 0.37484373 0.54410534 0.46271965 0.75797308 0.64790395] [ 0.67249264 0.57702997 0.45649835 0.53992842 0.32636551] [ 0.37481776 0.55675737 0.5405315 0.75964602 0.45288844] [ 0.70352732 0.39695575 0.40827533 0.22041234 0.37625954] [ 0.56491102 0.57900802 0.46855374 0.56779246 0.38141276] [ 0.5798972 0.41902637 0.56388482 0.46474895 0.46323483] [ 0.77226192 0.57766439 0.43804748 0.4511027 0.30957365] [ 0.46841028 0.48262188 0.5344478 0.33947472 0.50464587] [ 0.42888411 0.52291304 0.52519872 0.66181352 0.46485748] [ 0.47200378 0.55561816 0.48913162 0.72721389 0.58951395] [ 0.62743785 0.49436869 0.55662923 0.41982979 0.50483024] [ 0.38808996 0.56862102 0.51970967 0.58068871 0.61478438] [ 0.72829124 0.35156962 0.60947958 0.24937517 0.44841024] [ 0.67193282 0.54576337 0.51144456 0.47100078 0.38221688] [ 0.29257126 0.62290549 0.27151138 0.8126435 0.60528695] [ 0.66043158 0.43425289 0.43012311 0.31064897 0.40968122] [ 0.66833989 0.51296329 0.36565043 0.68724939 0.51324135] [ 0.60595759 0.38557496 0.63906411 0.55018233 0.33035394] [ 0.54874801 0.47762281 0.65323817 0.64195993 0.49207844] [ 0.60646258 0.53864421 0.4008505 0.56793572 0.55505193] [ 0.71466663 0.4174051 0.7254169 0.53723104 0.40567329] [ 0.82990778 0.32376865 0.49025425 0.26754265 0.3781642 ] [ 0.36788654 0.69497196 0.29002801 0.7130726 0.54426715] [ 0.55562128 0.46654097 0.56678719 0.32332658 0.47233809] [ 0.33315607 0.65096505 0.47797404 0.75006493 0.65159751] [ 0.84082652 0.42632043 0.45376441 0.31973823 0.35321468] [ 0.36815554 0.5352408 0.52439529 0.76664575 0.5891332 ] [ 0.66700965 0.45986921 0.60721723 0.19247002 0.4742264 ] [ 0.77737895 0.4827114 0.51729743 0.38410293 0.3615337 ] [ 0.36556403 0.59399926 0.38298489 0.35452227 0.53676163] [ 0.42028963 0.71146893 0.48974546 0.78420417 0.58871544] [ 0.35531297 0.55518027 0.48407153 0.84297186 0.48311884] [ 0.78461103 0.30365798 0.55615394 0.46841973 0.37698189] [ 0.65582246 0.62083784 0.34533153 0.59680739 0.32100279] [ 0.68207555 0.54735332 0.58053757 0.36520004 0.38448468] [ 0.21924314 0.75174934 0.40147823 0.80197058 0.45479741] [ 0.53947668 0.50928451 0.50174678 0.47112386 0.42963647] [ 0.43178046 0.6325343 0.419892 0.59985333 0.37009662] [ 0.70174124 0.59963143 0.41803494 0.649871 0.46259713] [ 0.5968778 0.37283815 0.57333906 0.64057703 0.37259038] [ 0.46919477 0.53011948 0.56470158 0.34946494 0.4579734 ] [ 0.53201173 0.4880913 0.4781677 0.64636512 0.55180409] [ 0.76224222 0.43675868 0.586559 0.61957591 0.33789073] [ 0.5659365 0.39023757 0.70443548 0.63497418 0.5028537 ] [ 0.37631327 0.57042779 0.40034245 0.45762635 0.59549734] [ 0.45922618 0.6729281 0.38884326 0.75798142 0.47135291] [ 0.68836036 0.36042501 0.6386389 0.29212044 0.41431316] [ 0.35833658 0.52608896 0.55204726 0.73761006 0.55280636] [ 0.5724891 0.58833263 0.5226343 0.51055861 0.38940031] [ 0.45784361 0.49977395 0.51590883 0.69429932 0.53925993] [ 0.37664553 0.4932486 0.48978123 0.46869733 0.50425476] [ 0.41281294 0.48599896 0.58695717 0.78491754 0.48717907] [ 0.58840678 0.41066854 0.52205966 0.26112317 0.47587401] [ 0.28514918 0.56518564 0.37052436 0.74800401 0.53486222] [ 0.57865653 0.43644734 0.57926334 0.56677136 0.35715041] [ 0.55589022 0.57431025 0.60588764 0.55638949 0.46254022] [ 0.43178046 0.6325343 0.419892 0.59985333 0.37009662] [ 0.83511843 0.33643882 0.36913591 0.41941209 0.43767561] [ 0.75381951 0.47538623 0.45565286 0.1661514 0.34976152] [ 0.21055372 0.64467184 0.39989812 0.6857934 0.56371131] [ 0.68748554 0.48914069 0.55053264 0.48004175 0.37384997] [ 0.28966314 0.66440556 0.39770243 0.60932608 0.52007275] [ 0.45023647 0.56448575 0.38640495 0.49602588 0.5071963 ] [ 0.71355073 0.41369775 0.64179481 0.54547043 0.45455882] [ 0.22825874 0.5873266 0.50647724 0.76560952 0.69384079] [ 0.39958417 0.64239014 0.46496563 0.46499582 0.35741894] [ 0.77178834 0.47621873 0.35585445 0.20622949 0.31698527] [ 0.51354288 0.52859209 0.45580009 0.74805677 0.38126768] [ 0.79118214 0.51397626 0.29752178 0.37220398 0.30423724] [ 0.56204983 0.55076612 0.43859119 0.56626245 0.42599601] [ 0.61999833 0.49316273 0.3455211 0.4773131 0.4798919 ] [ 0.63466993 0.35572341 0.57741748 0.33956735 0.48123339] [ 0.74919299 0.47018236 0.46008837 0.36427428 0.53907803] [ 0.65251031 0.3410534 0.544632 0.6253503 0.51823223] [ 0.82188702 0.3479636 0.32690881 0.31305775 0.31197223] [ 0.24094548 0.54267011 0.48679665 0.55817374 0.69105256] [ 0.72202538 0.59058869 0.50561466 0.61573676 0.40738034] [ 0.52763692 0.66852625 0.34440539 0.74202956 0.45900763] [ 0.44960597 0.54066977 0.44014993 0.66233848 0.59764456] [ 0.38440776 0.57736253 0.40000931 0.63548805 0.51017252] [ 0.73836041 0.46529508 0.6399494 0.4668787 0.38338413] [ 0.46990016 0.59334073 0.42700056 0.50295383 0.54703192] [ 0.28936853 0.50570086 0.5374782 0.83867867 0.62252686] [ 0.30608996 0.5623273 0.32233043 0.53917929 0.58420592] [ 0.50065685 0.50246213 0.49550438 0.528665 0.37920786] [ 0.76905978 0.37077616 0.40680186 0.45282402 0.34603608] [ 0.68162466 0.30389839 0.61135969 0.32103345 0.40378001] [ 0.68742471 0.38840758 0.50029169 0.56357027 0.31926518] [ 0.60535768 0.4323813 0.68171363 0.45810365 0.48499295] [ 0.45524773 0.70866871 0.31327262 0.64896292 0.35973604] [ 0.48677265 0.69281155 0.40585997 0.64710636 0.45591903] [ 0.3199121 0.70803676 0.27240981 0.70942333 0.41231023] [ 0.64400651 0.46439706 0.56876607 0.60530387 0.44494331] [ 0.65215957 0.52445486 0.42171213 0.43452603 0.33415807] Progress: 49.6% ... Training loss: 0.471 ... Validation loss: 0.779[ 0.65509793 0.50135224 0.65150854 0.43416862 0.45577765] [ 0.64814869 0.46043259 0.52235288 0.3003533 0.46347799] [ 0.35291118 0.62871199 0.50713025 0.6391748 0.51362653] [ 0.52172732 0.50652716 0.34371814 0.7236642 0.52877507] [ 0.6559633 0.59838798 0.53978379 0.61981136 0.4600968 ] [ 0.42410795 0.58061047 0.32991259 0.43478985 0.48065029] [ 0.81215167 0.39123683 0.56304255 0.19311111 0.41641215] [ 0.66236249 0.50450142 0.38668614 0.29625873 0.36020048] [ 0.58201597 0.51037451 0.4965229 0.62055728 0.50314826] [ 0.55621779 0.61693034 0.3498124 0.44606915 0.57104637] [ 0.3427287 0.66042813 0.44143717 0.70172726 0.61899987] [ 0.17480364 0.58427036 0.46211762 0.88410978 0.54927948] [ 0.83803168 0.41074681 0.59185139 0.15742396 0.38707894] [ 0.43247175 0.61477467 0.40659819 0.55258244 0.48203027] [ 0.58822454 0.50503992 0.36844674 0.41556365 0.42413487] [ 0.67198591 0.44733374 0.51170513 0.4964333 0.4557988 ] [ 0.71654214 0.48293274 0.61374671 0.284715 0.44102308] [ 0.60139741 0.51129593 0.43539542 0.45960219 0.48293679] [ 0.70893207 0.42524128 0.57742899 0.17936113 0.48068602] [ 0.24284433 0.55386868 0.49839293 0.82375871 0.6426368 ] [ 0.67859674 0.4231214 0.39325731 0.51283628 0.32230928] [ 0.57079866 0.4837045 0.33165856 0.38868301 0.45248439] [ 0.67555133 0.46572028 0.51552255 0.25117524 0.40153969] [ 0.58870613 0.50996093 0.41990974 0.59404127 0.34099601] [ 0.44156413 0.56856115 0.57395628 0.62353551 0.53857292] [ 0.37232467 0.54409848 0.5283505 0.7688567 0.50828982] [ 0.60598448 0.52788422 0.47976046 0.49692537 0.4261531 ] [ 0.48911801 0.55082325 0.45472023 0.76816103 0.51077895] [ 0.65345875 0.45665425 0.50272863 0.59113596 0.48757646] [ 0.44570789 0.45888439 0.56562083 0.77188416 0.51887329] [ 0.63680093 0.4304387 0.50644681 0.45878626 0.56011866] [ 0.72182917 0.48906209 0.53107248 0.29207246 0.48172121] [ 0.50613477 0.48530186 0.50138022 0.63081269 0.35538119] [ 0.20969666 0.61280509 0.37291906 0.89672994 0.53026279] [ 0.46696026 0.55211539 0.44425606 0.59191335 0.54357975] [ 0.50437318 0.49261739 0.56570591 0.5565616 0.42745276] [ 0.19001352 0.53602714 0.56035439 0.76579858 0.54520316] [ 0.65401561 0.465027 0.44499081 0.54278512 0.47133363] [ 0.88403632 0.36496917 0.51525358 0.1159342 0.33867275] [ 0.62862345 0.52003822 0.537083 0.51238175 0.53583191] [ 0.46793209 0.47011932 0.33932326 0.75963772 0.33147821] [ 0.72573591 0.45870564 0.55201251 0.43304582 0.52110572] [ 0.56249624 0.50447863 0.50978656 0.63670037 0.37797766] [ 0.43049395 0.55427079 0.51145998 0.7812054 0.50117729] [ 0.70175095 0.50265902 0.44303493 0.37301285 0.49805781] [ 0.6213772 0.41563746 0.61062565 0.6984828 0.46421178] [ 0.33109214 0.67270236 0.40866783 0.66116891 0.47638503] [ 0.58293145 0.48234504 0.52518841 0.38402219 0.55925529] [ 0.5026162 0.59693878 0.43781363 0.51202519 0.41659306] [ 0.60242865 0.44342583 0.4551473 0.34044126 0.39712389] [ 0.59846658 0.5196904 0.58440584 0.61265846 0.33974384] [ 0.64307054 0.41305854 0.34997925 0.54570247 0.34061616] [ 0.65861613 0.49748817 0.57617282 0.33199895 0.50466986] [ 0.37543738 0.54376382 0.46285478 0.75766679 0.64780232] [ 0.33746086 0.63192667 0.33819964 0.78275108 0.5360096 ] [ 0.67599595 0.52602282 0.44266915 0.31501185 0.44392906] [ 0.54590933 0.73390434 0.29749937 0.6005977 0.37878488] [ 0.58162632 0.48852404 0.59791567 0.48716802 0.41794412] [ 0.84304507 0.47878125 0.49895664 0.31836611 0.31388367] [ 0.56313729 0.43608021 0.60461132 0.403416 0.44613132] [ 0.44589747 0.4747726 0.49304736 0.50942333 0.49125674] [ 0.3570244 0.6134883 0.33042435 0.68444608 0.54896433] [ 0.33609163 0.68031473 0.44934582 0.6634337 0.33993757] [ 0.47709194 0.5796828 0.46385462 0.65591536 0.43171476] [ 0.68923837 0.52671676 0.41782483 0.22341554 0.24648833] [ 0.82865635 0.33029753 0.56745301 0.18742303 0.43861061] [ 0.5471596 0.53989763 0.58716802 0.40126048 0.45817163] [ 0.55351125 0.51899638 0.55849396 0.51772913 0.38320539] [ 0.62178563 0.52327727 0.47398888 0.61148707 0.44054273] [ 0.44109315 0.64898954 0.29490062 0.60346726 0.41464378] [ 0.73918756 0.39562201 0.53482616 0.24804125 0.23930063] [ 0.38698942 0.57227729 0.46436573 0.68960525 0.38281227] [ 0.74564092 0.54266196 0.33838067 0.38614983 0.45160563] [ 0.58869802 0.42202994 0.47805 0.54440321 0.37973844] [ 0.49117934 0.61523459 0.51612167 0.62525008 0.39528407] [ 0.72425536 0.46897751 0.4775184 0.22622301 0.38764503] [ 0.57224031 0.30956977 0.57547358 0.27415751 0.51726831] [ 0.69241813 0.42686706 0.54248934 0.39309918 0.39157263] [ 0.56822649 0.48584584 0.37921156 0.31277227 0.42409083] [ 0.61538866 0.67330574 0.435063 0.5707016 0.36234764] [ 0.53420419 0.49126359 0.52461311 0.35385854 0.47839095] [ 0.71143382 0.34779422 0.62543117 0.34121792 0.44163872] [ 0.68098316 0.60376603 0.50853063 0.56828725 0.49983646] [ 0.56795818 0.6154172 0.40639144 0.52926203 0.4727377 ] [ 0.47977713 0.43751633 0.62028987 0.69804708 0.45364355] [ 0.67687565 0.42477858 0.46724743 0.34296595 0.42048617] [ 0.76816794 0.35964231 0.47525391 0.3578515 0.46073233] [ 0.56967325 0.46657406 0.46114789 0.60413018 0.45922791] [ 0.42902734 0.60677898 0.25661187 0.71055704 0.52386309] [ 0.23931486 0.69505013 0.479632 0.74128115 0.64174185] [ 0.40930287 0.59153007 0.37492054 0.52163421 0.49757316] [ 0.47015411 0.50634859 0.51152339 0.64603495 0.63054968] [ 0.60365414 0.36991644 0.65346422 0.33674192 0.47691924] [ 0.79610769 0.37161258 0.49214681 0.1795409 0.28342443] [ 0.34511064 0.65362347 0.29244073 0.73187988 0.48264174] [ 0.28765255 0.55551163 0.47876391 0.73159507 0.42475316] [ 0.85510294 0.40821594 0.53676412 0.13501182 0.3712168 ] [ 0.7282563 0.48343326 0.4319894 0.39861342 0.3746991 ] [ 0.69765745 0.42593412 0.59885483 0.41609688 0.50735406] [ 0.37654121 0.64602908 0.47023619 0.74351774 0.61461709] [ 0.611678 0.55344864 0.33346021 0.45570103 0.38751945] [ 0.32509499 0.48061741 0.38798034 0.65408957 0.52157034] [ 0.26883878 0.6314946 0.49305511 0.85994493 0.57501357] [ 0.74980878 0.4449145 0.51526329 0.53867567 0.41867695] [ 0.5048128 0.55765776 0.57238788 0.59914917 0.44691627] [ 0.63508014 0.53000328 0.44835143 0.31757366 0.41228054] [ 0.44159118 0.47641649 0.48499764 0.72928618 0.57173256] [ 0.41828067 0.50891992 0.50774484 0.8175342 0.57910374] [ 0.29134346 0.69018533 0.32712093 0.70472052 0.56259078] [ 0.31450157 0.61244162 0.53803899 0.79655289 0.62908042] [ 0.3747948 0.70708537 0.50572018 0.66833092 0.50880257] [ 0.28001071 0.6975993 0.42894043 0.68278576 0.47494693] [ 0.58738223 0.45110994 0.64714525 0.49953661 0.42786306] [ 0.55805636 0.54613745 0.44595969 0.74872492 0.3847592 ] [ 0.78385794 0.5151042 0.32821386 0.33524978 0.33514237] [ 0.25333092 0.59548751 0.44162161 0.76830123 0.42951206] [ 0.40738286 0.53024602 0.57682231 0.80412168 0.62395116] [ 0.68902385 0.35476241 0.48880946 0.32505842 0.43732687] [ 0.4703242 0.51042615 0.62592332 0.61694044 0.44726925] [ 0.4600857 0.54410817 0.67161773 0.70867108 0.61817724] [ 0.47560287 0.59000972 0.39002056 0.50658003 0.40422684] [ 0.63548573 0.46588091 0.53425777 0.31676286 0.55792413] [ 0.61055626 0.40219441 0.60891001 0.40166902 0.38538755] [ 0.46658839 0.61381755 0.23184223 0.67177615 0.41574775] [ 0.72854705 0.57639047 0.55529018 0.44704698 0.42559868] [ 0.74509347 0.36828548 0.58641027 0.4203802 0.34892213] [ 0.55710241 0.52938994 0.50743548 0.52678231 0.61415548] [ 0.59660346 0.42134603 0.57429333 0.36464831 0.62764755] Progress: 49.7% ... Training loss: 0.471 ... Validation loss: 0.779[ 0.36660248 0.54999613 0.5447869 0.85232225 0.59387972] [ 0.84114693 0.47468424 0.6109022 0.22037887 0.39122452] [ 0.47601209 0.53479663 0.51462397 0.56539765 0.36730248] [ 0.69209301 0.38703532 0.56230547 0.31939122 0.39446466] [ 0.75876844 0.35377983 0.57719155 0.23981926 0.46540407] [ 0.67219129 0.37473327 0.62999866 0.53626462 0.43721473] [ 0.4845445 0.35188737 0.5502033 0.362044 0.5982243 ] [ 0.64296736 0.4068649 0.51514195 0.39550101 0.50921294] [ 0.47509409 0.56558348 0.49305703 0.42457027 0.54663371] [ 0.5260597 0.5205023 0.52286872 0.63702953 0.38724829] [ 0.85689961 0.30217855 0.52513322 0.14436783 0.3885949 ] [ 0.69332514 0.38205915 0.51056236 0.43644084 0.53264149] [ 0.85338251 0.41839456 0.47863619 0.26905483 0.38516923] [ 0.77540952 0.30460447 0.59369383 0.33941409 0.45975079] [ 0.63075366 0.50286355 0.44707426 0.60642192 0.49923035] [ 0.34791277 0.43549953 0.43805803 0.7201104 0.51893971] [ 0.82663886 0.51617804 0.42218762 0.30422796 0.37676916] [ 0.57983669 0.51538547 0.49451963 0.46883468 0.31934182] [ 0.59211611 0.54689314 0.50448515 0.35211988 0.51540614] [ 0.33752663 0.70479578 0.46874675 0.70024786 0.41267968] [ 0.6236189 0.59014249 0.52952278 0.47196703 0.38253175] [ 0.7545413 0.64586807 0.38671608 0.37714264 0.40492326] [ 0.47585308 0.57419906 0.58121216 0.55459515 0.49005564] [ 0.68202843 0.41946715 0.61468137 0.51156526 0.42982052] [ 0.5477187 0.50386942 0.55128534 0.59783544 0.55363679] [ 0.69736807 0.48871945 0.52428535 0.30167082 0.44537934] [ 0.66390383 0.48928141 0.49880755 0.631791 0.27439386] [ 0.4855551 0.45922466 0.5227455 0.51100397 0.5016051 ] [ 0.53435849 0.48668291 0.37780937 0.605921 0.423721 ] [ 0.62568903 0.44325281 0.47223955 0.46388603 0.54366474] [ 0.27189242 0.70609593 0.40536503 0.64347238 0.50214359] [ 0.46456068 0.56842317 0.49324367 0.63966074 0.59633364] [ 0.36563288 0.638415 0.46757947 0.8255676 0.32820853] [ 0.56041381 0.48929253 0.46373165 0.50589452 0.5750817 ] [ 0.77901467 0.35682229 0.56176539 0.29518786 0.3257218 ] [ 0.5694732 0.37802105 0.4714564 0.70729759 0.35965057] [ 0.52722535 0.57760021 0.34677174 0.62820443 0.44698697] [ 0.79551221 0.4050612 0.56746012 0.14623862 0.33186056] [ 0.63167103 0.39905081 0.62662183 0.3812897 0.50810422] [ 0.27319893 0.55846572 0.38449328 0.88069847 0.5467778 ] [ 0.65990183 0.49368984 0.5574043 0.58586347 0.50464165] [ 0.34484624 0.62470256 0.38016411 0.62820347 0.38724273] [ 0.8968687 0.28146315 0.52772522 0.24856267 0.34796847] [ 0.43633932 0.59971813 0.54704821 0.49949333 0.37269611] [ 0.70395144 0.50254604 0.60404591 0.6617914 0.43663071] [ 0.27905644 0.68766453 0.30077623 0.64996141 0.56235181] [ 0.38056687 0.55899974 0.34450968 0.75025966 0.41305565] [ 0.54629169 0.46040295 0.47378579 0.68336525 0.35918108] [ 0.63860038 0.40118135 0.38126004 0.33635511 0.35013169] [ 0.50315787 0.45777557 0.47523488 0.74970458 0.465858 ] [ 0.16872717 0.60660228 0.37064018 0.86448749 0.52814512] [ 0.53926819 0.33850167 0.56106627 0.56554565 0.39896171] [ 0.55851891 0.54589322 0.44605586 0.74850093 0.38468062] [ 0.582923 0.48388855 0.3340734 0.60238777 0.35782642] [ 0.26796924 0.58682976 0.60701144 0.68744898 0.69910547] [ 0.23235755 0.48360516 0.48604867 0.88875683 0.71478709] [ 0.39611665 0.52043658 0.48586203 0.73765809 0.49644298] [ 0.68583444 0.62191722 0.41516744 0.42498339 0.49473855] [ 0.49061607 0.53983063 0.38025178 0.63257441 0.40181377] [ 0.47724812 0.64164261 0.38508172 0.60352672 0.4683299 ] [ 0.47036066 0.61421879 0.35773698 0.61905695 0.49648163] [ 0.24998081 0.58601833 0.52056998 0.73359503 0.5262217 ] [ 0.53827529 0.47182719 0.56125916 0.38520451 0.49906854] [ 0.26052286 0.70577163 0.41623449 0.79120816 0.43662707] [ 0.4704746 0.60488608 0.47336915 0.55004071 0.48790821] [ 0.38458774 0.59422872 0.36663916 0.6738204 0.58507467] [ 0.8287524 0.34036115 0.4830575 0.23906351 0.43204502] [ 0.22275786 0.64477002 0.42735446 0.89611723 0.51232185] [ 0.37821108 0.55107611 0.36291343 0.48147518 0.39066489] [ 0.45280492 0.57306609 0.51791497 0.64772839 0.40711132] [ 0.7976973 0.5011801 0.41951248 0.32472448 0.28574487] [ 0.62157091 0.56666834 0.45369283 0.43185692 0.36704139] [ 0.6405066 0.57401018 0.4674071 0.44786 0.38290867] [ 0.66044771 0.38103739 0.57570329 0.52158403 0.4765723 ] [ 0.47764012 0.7037577 0.41998634 0.6931736 0.47874585] [ 0.40487777 0.5506496 0.55754809 0.71413142 0.53695538] [ 0.30851014 0.53761892 0.51905381 0.83720891 0.67717512] [ 0.69482749 0.54018621 0.43955797 0.26942484 0.39558578] [ 0.28603898 0.53919359 0.49238064 0.73273866 0.68128263] [ 0.8509988 0.39577365 0.61848702 0.15906688 0.38760306] [ 0.55954332 0.57953138 0.34947676 0.52228349 0.40211056] [ 0.33322444 0.5712736 0.49477109 0.8268515 0.49432676] [ 0.49606583 0.46070751 0.50337899 0.37833794 0.54604812] [ 0.32219483 0.60900983 0.54464176 0.77457115 0.61115251] [ 0.41913129 0.50847264 0.50792798 0.8172472 0.57895661] [ 0.52130392 0.47716406 0.54060299 0.68712757 0.34239094] [ 0.59474256 0.44648465 0.51670403 0.31107503 0.45862505] [ 0.23687651 0.60239043 0.45213769 0.81647795 0.61751339] [ 0.50551038 0.54050879 0.52541424 0.69662507 0.53338068] [ 0.53288732 0.57919613 0.49690877 0.44090286 0.43440287] [ 0.32484493 0.52052678 0.38421719 0.69998113 0.62682342] [ 0.55347711 0.57055598 0.32139414 0.34456318 0.40077923] [ 0.38874348 0.56833926 0.51982573 0.58035394 0.61468898] [ 0.50901792 0.49995709 0.53022394 0.7545181 0.43245954] [ 0.18876947 0.69547274 0.30704576 0.76918333 0.6047967 ] [ 0.6443807 0.52105447 0.48950995 0.386884 0.50352893] [ 0.83194311 0.42858788 0.56799366 0.22639384 0.4049848 ] [ 0.50273759 0.50888062 0.50582838 0.66095805 0.42441535] [ 0.64177499 0.4082309 0.43996527 0.62232763 0.30872319] [ 0.38684834 0.57308196 0.49035451 0.69608975 0.41050735] [ 0.58333011 0.58785131 0.55264144 0.68622144 0.53471434] [ 0.49033658 0.61708619 0.41098469 0.82013125 0.4351296 ] [ 0.50329244 0.71228385 0.3509541 0.59619142 0.49033936] [ 0.72898775 0.51230941 0.49977228 0.3424394 0.42209724] [ 0.37658428 0.48915159 0.58825548 0.65828271 0.4806637 ] [ 0.51621377 0.55585332 0.52667228 0.78484129 0.5562429 ] [ 0.56230256 0.61030652 0.48501738 0.51954283 0.41563376] [ 0.86000205 0.28480319 0.607257 0.18123356 0.36938816] [ 0.52523761 0.56868675 0.51320517 0.4566039 0.49171307] [ 0.2206908 0.59972066 0.4445777 0.81206847 0.57491646] [ 0.40020125 0.53540143 0.37552308 0.52473891 0.54025679] [ 0.69709478 0.44483966 0.62022208 0.40941586 0.32612538] [ 0.50206586 0.50175257 0.49577927 0.52774187 0.3789819 ] [ 0.78236996 0.4362744 0.56760111 0.24001796 0.51458994] [ 0.53110934 0.53087354 0.44790267 0.34729511 0.40097307] [ 0.62226833 0.51268092 0.55016179 0.4431573 0.52864619] [ 0.73404124 0.49746586 0.4400863 0.36005872 0.37400126] [ 0.6684131 0.52152295 0.5344321 0.38535943 0.48939013] [ 0.42214251 0.59750913 0.34092716 0.55396311 0.57724899] [ 0.70382175 0.37957325 0.61550924 0.38178594 0.44832685] [ 0.37748171 0.55812281 0.56542042 0.80846409 0.61874197] [ 0.27597088 0.70255153 0.48777657 0.83341178 0.68038315] [ 0.73783336 0.41890416 0.41534058 0.29871207 0.34093687] [ 0.67980114 0.32862636 0.63979918 0.27929461 0.45900235] [ 0.79047382 0.48897785 0.36468544 0.28081498 0.40052228] [ 0.70367686 0.55422957 0.54469632 0.34947275 0.37239904] [ 0.64982657 0.47386657 0.38450341 0.37170957 0.38386471] [ 0.67302838 0.37132196 0.50945273 0.28001682 0.46126149] Progress: 49.8% ... Training loss: 0.471 ... Validation loss: 0.780[ 0.48841859 0.37085215 0.535104 0.67138092 0.55927467] [ 0.65876651 0.57026481 0.51239766 0.46546696 0.57939947] [ 0.75700966 0.48158354 0.47821817 0.25083413 0.39460007] [ 0.70749484 0.42206261 0.57907816 0.34555714 0.4112079 ] [ 0.66133993 0.3924923 0.48441679 0.41978994 0.38771124] [ 0.32822836 0.52864974 0.48938022 0.7222795 0.40120956] [ 0.21688757 0.65099326 0.5553656 0.79957296 0.7045148 ] [ 0.7435265 0.4718933 0.60381073 0.4817508 0.36941025] [ 0.38921275 0.61866702 0.4063839 0.82147826 0.49945259] [ 0.16165841 0.60875338 0.5113334 0.88489745 0.61355113] [ 0.19108329 0.69126108 0.41925698 0.68754489 0.51854072] [ 0.3788701 0.61903452 0.61504616 0.54213948 0.6319691 ] [ 0.59563256 0.44616394 0.51684014 0.31067829 0.45850773] [ 0.12374813 0.68794772 0.46323732 0.78669854 0.68609453] [ 0.61684601 0.49838885 0.49707105 0.23220219 0.52219498] [ 0.68086178 0.5014772 0.5932048 0.68455207 0.44061559] [ 0.8790828 0.38074049 0.61246456 0.14040378 0.30896471] [ 0.64232022 0.48008163 0.32835691 0.60678725 0.37565262] [ 0.2735414 0.46891296 0.50606662 0.42439056 0.48287206] [ 0.33791733 0.67963917 0.47250914 0.75288139 0.49959101] [ 0.33272423 0.5731285 0.54743124 0.83778542 0.58419711] [ 0.67104857 0.39872219 0.52195161 0.29403903 0.45750077] [ 0.81059141 0.46400452 0.52338684 0.17419778 0.39328227] [ 0.20928887 0.69458081 0.42892593 0.76639541 0.57436362] [ 0.46053125 0.49439153 0.52972567 0.64543578 0.60465651] [ 0.65350677 0.51477919 0.47523345 0.38176387 0.36912571] [ 0.36698872 0.67880109 0.46679204 0.61906396 0.34935307] [ 0.50635732 0.48289439 0.52280097 0.65284881 0.45648931] [ 0.66678482 0.34852757 0.42279546 0.42624898 0.45367528] [ 0.22118914 0.74311328 0.36885516 0.78239666 0.62601861] [ 0.47787209 0.49893007 0.53563165 0.55770934 0.59568245] [ 0.76534754 0.55023416 0.45984332 0.44813108 0.36528785] [ 0.63914364 0.48028011 0.49465041 0.33538914 0.46018496] [ 0.50465447 0.60471972 0.50900946 0.59726461 0.39106311] [ 0.20566556 0.59496819 0.49808602 0.70170559 0.48284862] [ 0.67552863 0.49038837 0.41950761 0.47838873 0.39948117] [ 0.71219879 0.54089526 0.57801028 0.38035259 0.45510117] [ 0.59356335 0.31707383 0.52435736 0.36973645 0.49641264] [ 0.48731454 0.59838311 0.2594979 0.57711412 0.45195516] [ 0.8584263 0.38917861 0.65235506 0.1544175 0.39046322] [ 0.58109073 0.59262233 0.52978334 0.38420924 0.53069387] [ 0.66084588 0.43638415 0.45082155 0.40594791 0.40186477] [ 0.81859079 0.36571175 0.5299937 0.21147781 0.43147314] [ 0.77719716 0.47110928 0.54102239 0.14198815 0.34180584] [ 0.31215321 0.49487914 0.47731207 0.70823135 0.44556187] [ 0.78707155 0.5486547 0.31279776 0.56646337 0.35469623] [ 0.62752911 0.490863 0.45245089 0.45013271 0.41137963] [ 0.26641368 0.70439076 0.3963694 0.73588354 0.48642264] [ 0.2374927 0.57916993 0.44072158 0.82914122 0.44742354] [ 0.77397034 0.54858446 0.40328085 0.31861757 0.29295742] [ 0.69526043 0.47880664 0.42839035 0.70904821 0.3996749 ] [ 0.35340752 0.58940217 0.27979592 0.73439804 0.61306324] [ 0.24876893 0.61700764 0.45695954 0.87966509 0.54103597] [ 0.7630266 0.47972952 0.40320775 0.39131693 0.25399951] [ 0.60568992 0.30238142 0.52356704 0.61154996 0.44152659] [ 0.60095386 0.29868671 0.51123224 0.49175632 0.3435494 ] [ 0.3503123 0.63067397 0.37011246 0.62290814 0.47235241] [ 0.31299465 0.49838283 0.5488825 0.62749199 0.50857376] [ 0.66766858 0.42043169 0.53256782 0.62599332 0.31875628] [ 0.65560574 0.46409503 0.59497637 0.65214537 0.47448384] [ 0.29198223 0.47774976 0.38681396 0.77683404 0.51432776] [ 0.40073916 0.64196049 0.46514842 0.46422727 0.35726746] [ 0.57189037 0.40276517 0.54114444 0.38579355 0.36989169] [ 0.60517056 0.47636563 0.5895776 0.73379033 0.41375029] [ 0.51022205 0.58220421 0.39511675 0.47723066 0.42975651] [ 0.70857635 0.44682194 0.47773321 0.40631766 0.34522054] [ 0.81483309 0.40983012 0.57125158 0.21748959 0.42768142] [ 0.41550387 0.46482791 0.40510524 0.80570199 0.53949183] [ 0.74038416 0.38984069 0.43242166 0.19541768 0.38235002] [ 0.59551629 0.60123416 0.41596743 0.4759142 0.42082513] [ 0.53144151 0.69485515 0.38327975 0.57292975 0.45973117] [ 0.51987782 0.4412033 0.58905082 0.39976013 0.373272 ] [ 0.35752076 0.50914649 0.44954757 0.55298732 0.57415521] [ 0.55196633 0.43613296 0.6390122 0.61104365 0.53633986] [ 0.64715456 0.397567 0.59938432 0.29913466 0.56173899] [ 0.7064982 0.51504609 0.38520795 0.31977189 0.37168478] [ 0.35344432 0.6940917 0.32448259 0.71525656 0.46902805] [ 0.66823831 0.52167393 0.53436675 0.38551965 0.48944413] [ 0.28905455 0.62631714 0.401003 0.82709486 0.54501705] [ 0.42888142 0.44122301 0.69570344 0.61719368 0.51489744] [ 0.27181299 0.70272525 0.28096791 0.8287773 0.62289348] [ 0.19612756 0.66616999 0.42313244 0.7293049 0.60808739] [ 0.73998643 0.36005315 0.62129198 0.58390493 0.41462114] [ 0.27246256 0.70414581 0.39166677 0.7703801 0.46268859] [ 0.32549887 0.72598196 0.29860431 0.68706048 0.51784041] [ 0.50193328 0.47423998 0.38745726 0.79323928 0.51141402] [ 0.76870845 0.49620426 0.49731913 0.38644298 0.37054185] [ 0.34326165 0.66019887 0.44153768 0.70139121 0.61892591] [ 0.47108839 0.5101535 0.44164978 0.68229322 0.4712881 ] [ 0.44065035 0.592583 0.47668722 0.32685777 0.39092101] [ 0.5669702 0.57796199 0.46898138 0.56643167 0.38107755] [ 0.56837741 0.58266478 0.31542595 0.62418853 0.39642236] [ 0.42066355 0.54095437 0.50749331 0.46177633 0.44217779] [ 0.64206529 0.66392359 0.38506376 0.45554422 0.38542565] [ 0.71315624 0.3872307 0.45258546 0.25461693 0.46482796] [ 0.55691095 0.51003754 0.53231236 0.70631241 0.42042008] [ 0.49599496 0.60468769 0.48876498 0.71207057 0.35227923] [ 0.6704314 0.47288558 0.50481444 0.34692756 0.37532098] [ 0.8029453 0.54854512 0.36855809 0.37483344 0.42415316] [ 0.74219608 0.676337 0.38778856 0.53832523 0.49384622] [ 0.7988949 0.40562315 0.46927964 0.31359636 0.37185111] [ 0.56628108 0.55775646 0.42136805 0.53864292 0.47642683] [ 0.48030762 0.54248872 0.52979869 0.72196859 0.54018338] [ 0.31691839 0.64191788 0.40426778 0.50705097 0.56332547] [ 0.55021188 0.5730852 0.29203285 0.50427847 0.41516028] [ 0.36565146 0.70812191 0.25124174 0.81004431 0.53036364] [ 0.75156471 0.22994979 0.64116877 0.24733922 0.45317052] [ 0.77945766 0.38428091 0.61932767 0.57061608 0.38852722] [ 0.50524172 0.49218899 0.56588362 0.55600576 0.42730837] [ 0.48797915 0.50486908 0.38234331 0.71633771 0.37627211] [ 0.46986309 0.69201962 0.36113015 0.50050656 0.56740347] [ 0.76360327 0.55499686 0.50682719 0.49695261 0.38517358] [ 0.83594706 0.44060765 0.50807783 0.33829268 0.4260343 ] [ 0.57724504 0.48461318 0.37175437 0.52545111 0.47783715] [ 0.87540047 0.29611865 0.59085565 0.13268961 0.38637296] [ 0.5669702 0.57796199 0.46898138 0.56643167 0.38107755] [ 0.52194065 0.54049121 0.42465641 0.44402705 0.51202226] [ 0.5853446 0.60425203 0.42255505 0.63726653 0.38140544] [ 0.6173394 0.58707101 0.46171853 0.44307182 0.56139114] [ 0.41002114 0.59566564 0.40890857 0.77786087 0.60952588] [ 0.49408537 0.43029977 0.65188089 0.71565011 0.54019241] [ 0.12393052 0.57667467 0.3778491 0.78664448 0.62837366] [ 0.77096806 0.43677523 0.57304855 0.35976435 0.37688992] [ 0.41349657 0.45909354 0.47981421 0.72736809 0.43102018] [ 0.71967779 0.3845232 0.47561944 0.27794317 0.34510176] [ 0.51718702 0.67213069 0.34848777 0.50964131 0.39410426] [ 0.47160821 0.59830516 0.49155869 0.6449541 0.59970767] [ 0.64759161 0.34789453 0.51716164 0.61496137 0.31883168] Progress: 49.8% ... Training loss: 0.471 ... Validation loss: 0.780[ 0.45186294 0.55725743 0.39073214 0.60540483 0.57624578] [ 0.59455797 0.60255219 0.53418729 0.54376814 0.37428603] [ 0.82253621 0.39059631 0.50067264 0.24757438 0.45153481] [ 0.70776528 0.34327855 0.47510093 0.32504906 0.32242936] [ 0.49351832 0.49729322 0.50933167 0.65430008 0.53204309] [ 0.73156152 0.61132441 0.3930542 0.49669206 0.35119266] [ 0.28208802 0.57495673 0.52843572 0.77475738 0.53816923] [ 0.67535969 0.4063204 0.50058605 0.39169881 0.45513189] [ 0.36318622 0.55452601 0.5307608 0.66538401 0.46735454] [ 0.73559888 0.49703604 0.46544102 0.32879194 0.53590604] [ 0.74164781 0.51389781 0.38637437 0.4039243 0.45402498] [ 0.32887437 0.4966634 0.55484982 0.52901244 0.68097573] [ 0.3083753 0.71454115 0.48211388 0.70749108 0.54360804] [ 0.82466858 0.29421522 0.5367754 0.15822384 0.37576159] [ 0.61584964 0.46555251 0.43523382 0.57240722 0.51385869] [ 0.53822412 0.53116025 0.58264163 0.63097345 0.41591637] [ 0.72258959 0.46138192 0.43089434 0.26280656 0.42563786] [ 0.53986908 0.35884887 0.53837558 0.48190261 0.53695215] [ 0.58580068 0.62314058 0.364179 0.6889347 0.37581866] [ 0.67078503 0.58151305 0.46519724 0.51990183 0.34059425] [ 0.40222459 0.56069408 0.47627762 0.42158501 0.50978184] [ 0.91671711 0.3526566 0.46840339 0.19421216 0.32480468] [ 0.76300423 0.42732253 0.41504226 0.33120573 0.36734835] [ 0.63046714 0.44225152 0.40374075 0.29673427 0.34840499] [ 0.18585757 0.66472039 0.44481981 0.76624305 0.60738459] [ 0.82683798 0.39376065 0.57197944 0.15535194 0.34963683] [ 0.18706568 0.49368274 0.40320507 0.85257184 0.6226652 ] [ 0.55346988 0.49311972 0.34520788 0.39322421 0.44760988] [ 0.62484965 0.53971516 0.61970652 0.35416212 0.43937183] [ 0.30441202 0.61303463 0.36874009 0.59055002 0.48838212] [ 0.33540065 0.46011722 0.49132671 0.83821464 0.50031682] [ 0.65436075 0.5971772 0.4468589 0.39946734 0.42803606] [ 0.53193714 0.57735721 0.39734352 0.34234304 0.40319204] [ 0.35876714 0.55284438 0.50703203 0.73440448 0.63398442] [ 0.87859394 0.31841077 0.47467944 0.20076338 0.39597094] [ 0.65148563 0.30448862 0.47444014 0.6159731 0.29531092] [ 0.45441677 0.55236352 0.52859796 0.71685692 0.5359475 ] [ 0.46105037 0.44090061 0.40274917 0.57786499 0.6529345 ] [ 0.27903848 0.6487488 0.36583101 0.8963847 0.53784211] [ 0.79448685 0.35999136 0.51296806 0.27080823 0.46597944] [ 0.67290696 0.4285198 0.64054571 0.58215317 0.32572233] [ 0.50681304 0.6535336 0.49702497 0.56172271 0.40741463] [ 0.4008558 0.43933589 0.52848709 0.57780499 0.49988156] [ 0.25661059 0.56167433 0.56305077 0.7742981 0.59557623] [ 0.83419346 0.36564734 0.50803702 0.23624023 0.44444799] [ 0.39659961 0.4514735 0.57713571 0.42861563 0.53793725] [ 0.39211823 0.52957503 0.49404806 0.59919374 0.50473658] [ 0.72459394 0.44169443 0.5933718 0.52614444 0.42560219] [ 0.37640466 0.51484886 0.49838892 0.66795129 0.59930177] [ 0.85122796 0.45450596 0.42324652 0.43614579 0.42084995] [ 0.84896431 0.46531066 0.34680687 0.38165465 0.30553141] [ 0.4297409 0.75561283 0.32012041 0.59952363 0.39725331] [ 0.40039595 0.66686462 0.47500719 0.69292195 0.52975649] [ 0.57651738 0.43621544 0.46534065 0.71538185 0.43565732] [ 0.43352392 0.52881504 0.49412445 0.68851439 0.36019859] [ 0.40721472 0.62449976 0.4344363 0.68928541 0.32167845] [ 0.20642057 0.63570341 0.4080472 0.80453686 0.45597122] [ 0.64027911 0.46474551 0.46636519 0.48366082 0.52391351] [ 0.37769933 0.53053908 0.43493953 0.64053918 0.44314781] [ 0.51949776 0.53365555 0.46258074 0.23415522 0.40375503] [ 0.42946355 0.63548357 0.34158742 0.71702328 0.53462949] [ 0.85481074 0.40857066 0.53662986 0.13513893 0.37131297] [ 0.46953627 0.5303861 0.56456258 0.34942975 0.45806013] [ 0.62363149 0.65712991 0.20680342 0.44753361 0.33833019] [ 0.51641632 0.35641993 0.56252193 0.64459302 0.42038177] [ 0.75527587 0.34780378 0.66117675 0.42294229 0.36227744] [ 0.43821254 0.59442968 0.4410009 0.59603742 0.4326185 ] [ 0.68338466 0.550007 0.2463619 0.39363348 0.3119436 ] [ 0.49434146 0.48016709 0.62901744 0.44609177 0.52636142] [ 0.57472424 0.59039543 0.49090645 0.60925644 0.52536633] [ 0.24842749 0.6139331 0.43465243 0.61196047 0.47322599] [ 0.50447004 0.56246266 0.54099972 0.3159167 0.4561243 ] [ 0.29869834 0.55682551 0.50338123 0.60407449 0.51989375] [ 0.34317767 0.47281933 0.45935127 0.67267229 0.41931761] [ 0.63064543 0.46965882 0.58147373 0.22457544 0.49043699] [ 0.50432202 0.55778913 0.38127759 0.46860179 0.41206291] [ 0.89145951 0.26568991 0.57219937 0.09381036 0.38328758] [ 0.5244879 0.46996213 0.49719757 0.2528001 0.49353167] [ 0.51544468 0.48429946 0.397512 0.42319798 0.50918002] [ 0.49728231 0.58890206 0.43410237 0.57340815 0.53022483] [ 0.75823657 0.50724742 0.55520737 0.24373376 0.53148967] [ 0.59982165 0.36988375 0.6076358 0.35659359 0.52155149] [ 0.74058037 0.37977774 0.59235559 0.40697541 0.37861996] [ 0.33102721 0.64143295 0.31471775 0.80768773 0.41738256] [ 0.80303594 0.41598015 0.49834751 0.16311284 0.32573682] [ 0.75743141 0.42612562 0.45666353 0.48502896 0.53380068] [ 0.27791175 0.57834845 0.4516055 0.80392916 0.4826363 ] [ 0.32586499 0.520274 0.38429514 0.69950475 0.62676048] [ 0.42769264 0.45729682 0.46285233 0.85491447 0.46812863] [ 0.8039459 0.25477597 0.53751062 0.47572612 0.3555302 ] [ 0.74019108 0.53337637 0.34684079 0.31489873 0.34333399] [ 0.67721532 0.36820223 0.63235269 0.42999641 0.41393881] [ 0.4361385 0.67949359 0.35603728 0.52834748 0.38977992] [ 0.74330509 0.33572367 0.59664288 0.35081738 0.44259785] [ 0.73635967 0.5691789 0.48277522 0.35573421 0.56055751] [ 0.56133506 0.49717237 0.54583851 0.67056751 0.35547481] [ 0.43244776 0.47391145 0.48707247 0.64160227 0.47812334] [ 0.55402231 0.72108302 0.29073769 0.52157474 0.37397976] [ 0.35637949 0.60980727 0.52528367 0.72095394 0.5077132 ] [ 0.51826527 0.38313147 0.62511695 0.29180468 0.53297138] [ 0.54773995 0.5044517 0.38597255 0.63391094 0.4262844 ] [ 0.70737025 0.42384432 0.52941639 0.22225067 0.39178025] [ 0.81021658 0.38814233 0.4634597 0.33515536 0.36724226] [ 0.64185488 0.50896457 0.54246411 0.42640141 0.35312572] [ 0.36298422 0.62093295 0.53953076 0.67183697 0.54095127] [ 0.2776851 0.69181455 0.34419481 0.8001663 0.58360932] [ 0.70064042 0.60657031 0.41260464 0.48927791 0.35203887] [ 0.40984129 0.56494396 0.42453081 0.4834837 0.62063397] [ 0.31480244 0.53188451 0.57218873 0.65500282 0.62173597] [ 0.60773895 0.44614206 0.46344905 0.6959228 0.43188567] [ 0.67739576 0.49556759 0.46193748 0.41384305 0.55554112] [ 0.68061861 0.65790841 0.42948799 0.44631479 0.46651848] [ 0.51129702 0.3890045 0.55402271 0.77072537 0.42671181] [ 0.73568705 0.53964084 0.52296827 0.42032046 0.44441615] [ 0.54017906 0.49123039 0.47405318 0.50628474 0.42162513] [ 0.83095349 0.54316498 0.47702342 0.33222081 0.44813845] [ 0.54812151 0.44891114 0.31930781 0.54512583 0.47561288] [ 0.3311947 0.66890731 0.43220891 0.63943812 0.40220185] [ 0.3949895 0.6446881 0.29419538 0.64395176 0.41887479] [ 0.83244965 0.32708466 0.48841363 0.16887576 0.36215985] [ 0.63039061 0.57492627 0.4016433 0.35558953 0.26944407] [ 0.61738797 0.57940108 0.47632614 0.53693983 0.41398702] [ 0.5868192 0.62640314 0.47066999 0.3314369 0.47658304] [ 0.59590716 0.44866729 0.56495207 0.379963 0.52149823] [ 0.55396105 0.44201877 0.48694385 0.56879002 0.6351783 ] [ 0.2425075 0.59973993 0.52543711 0.74930275 0.52726267] [ 0.64756732 0.62747391 0.43610519 0.44379843 0.44851292] [ 0.37767828 0.55545942 0.35689593 0.49503661 0.53702992] Progress: 49.9% ... Training loss: 0.470 ... Validation loss: 0.776[ 0.31632582 0.54859507 0.48071101 0.53610134 0.52208907] [ 0.69495787 0.59455946 0.4008753 0.56906643 0.47516727] [ 0.43938191 0.7059582 0.40557575 0.69267736 0.42241698] [ 0.79671026 0.52635474 0.48679185 0.61614751 0.42731729] [ 0.42253013 0.55961937 0.4047997 0.50554765 0.31857515] [ 0.69286772 0.38096508 0.52160666 0.27600001 0.50133182] [ 0.38241894 0.51677562 0.38017408 0.4961741 0.47520702] [ 0.32434111 0.61116972 0.47629699 0.80359809 0.65961763] [ 0.68832001 0.58907041 0.40736725 0.4127286 0.33114127] [ 0.29610845 0.69044207 0.33174568 0.86704224 0.45892785] [ 0.48135955 0.59781346 0.34818551 0.61819909 0.24509399] [ 0.41617997 0.44681044 0.66343507 0.6558642 0.49810537] [ 0.69955502 0.39237282 0.47290679 0.42493596 0.39710308] [ 0.69870957 0.52015442 0.47104781 0.61416627 0.40686941] [ 0.6384377 0.57678441 0.4083517 0.64119771 0.32497626] [ 0.58143569 0.56693895 0.44415571 0.5411097 0.38623008] [ 0.33284956 0.51076038 0.52743517 0.68556255 0.44730862] [ 0.40517598 0.59408792 0.46704735 0.52213421 0.57180562] [ 0.6360718 0.59498751 0.36204161 0.20557898 0.31130775] [ 0.61636086 0.59531767 0.4861778 0.56003265 0.55084586] [ 0.49681696 0.44851811 0.58788444 0.64878872 0.38594013] [ 0.33627798 0.64271755 0.52034984 0.60389114 0.56536879] [ 0.29038396 0.50546572 0.53751154 0.83823016 0.62251332] [ 0.64237706 0.46208395 0.38613055 0.40514449 0.41374523] [ 0.87652367 0.29149009 0.54456842 0.20410529 0.35763067] [ 0.69274283 0.52532372 0.45263599 0.41938708 0.41176738] [ 0.61508848 0.39024013 0.54732006 0.2843067 0.53385288] [ 0.74672072 0.42013794 0.35850232 0.43719666 0.5198984 ] [ 0.49835435 0.68379617 0.44788188 0.55829803 0.42938072] [ 0.86972188 0.38279097 0.52949658 0.16526033 0.41488993] [ 0.16858042 0.60709376 0.37037169 0.86449987 0.5283963 ] [ 0.5549652 0.34762486 0.5637613 0.36761941 0.49463654] [ 0.46963626 0.64669586 0.27327849 0.74049038 0.53430014] [ 0.83740772 0.53566134 0.46044099 0.40417195 0.41870612] [ 0.70667544 0.51489843 0.38528123 0.31947008 0.37162094] [ 0.53178039 0.42142148 0.59639032 0.73390744 0.51185054] [ 0.4528794 0.5285429 0.47441907 0.51449944 0.6092162 ] [ 0.43921642 0.57050726 0.39748167 0.59266256 0.51421138] [ 0.76045013 0.36153058 0.56621015 0.60158236 0.40482668] [ 0.3438265 0.46415392 0.55083314 0.74199958 0.59368915] [ 0.39032792 0.68046641 0.4033345 0.83040325 0.56327038] [ 0.64950266 0.36138185 0.46746437 0.46821668 0.50725889] [ 0.57115305 0.65569032 0.47286097 0.56017753 0.47911184] [ 0.82213229 0.26052295 0.51681192 0.25905227 0.42253376] [ 0.75321289 0.53050915 0.34292325 0.54067318 0.421577 ] [ 0.65371882 0.58920566 0.54029019 0.61662755 0.46907603] [ 0.22577185 0.65251858 0.41956694 0.74292607 0.51207305] [ 0.65352475 0.44041322 0.52782371 0.52693773 0.37338174] [ 0.75315471 0.48580443 0.40272408 0.65308137 0.38301454] [ 0.53200607 0.49496451 0.54528447 0.55532678 0.34750244] [ 0.49339457 0.68583786 0.54451728 0.62062978 0.58410701] [ 0.28469967 0.53039468 0.41337713 0.62189105 0.45913415] [ 0.25795379 0.68333592 0.41314203 0.541444 0.58437907] [ 0.58829287 0.4736348 0.49559489 0.54271158 0.5193524 ] [ 0.59028034 0.5420692 0.59103035 0.62571963 0.46082293] [ 0.50452487 0.48515093 0.4807643 0.831316 0.49818144] [ 0.23426506 0.61303755 0.456743 0.89056433 0.69660818] [ 0.48511457 0.5182088 0.44939584 0.49733438 0.5409492 ] [ 0.75872353 0.45780602 0.4049562 0.30771056 0.35628854] [ 0.34674675 0.58793698 0.38951685 0.71003388 0.42987089] [ 0.75999358 0.40718142 0.66377109 0.55693745 0.34907489] [ 0.65797899 0.36736942 0.50704429 0.67339788 0.49521639] [ 0.17464637 0.51267217 0.36843819 0.84597859 0.53531578] [ 0.64552361 0.46150786 0.5016229 0.25822709 0.34495204] [ 0.76854284 0.49892926 0.2807833 0.47891099 0.35275747] [ 0.77197463 0.48119509 0.33350141 0.3359906 0.33045904] [ 0.74786214 0.48934673 0.56123691 0.49402639 0.41723033] [ 0.3731366 0.56049106 0.43101434 0.59010197 0.49033446] [ 0.81616144 0.3832882 0.37366686 0.31333955 0.48269116] [ 0.75687268 0.56935038 0.41076322 0.27818216 0.39961382] [ 0.25374927 0.62709902 0.34714281 0.81170658 0.60781687] [ 0.58457207 0.63637458 0.41210624 0.71374768 0.51583602] [ 0.7928326 0.47569736 0.5944824 0.32851357 0.35606902] [ 0.81856456 0.48335144 0.4880888 0.26469951 0.42250415] [ 0.68827265 0.53144213 0.48566976 0.30831534 0.42469142] [ 0.37084046 0.60527439 0.50764333 0.81016492 0.47098706] [ 0.76398077 0.38759951 0.53788034 0.34120945 0.40654717] [ 0.83217326 0.39242576 0.47357473 0.33889879 0.38862977] [ 0.71305518 0.39286285 0.50194481 0.41846209 0.42463248] [ 0.73968301 0.41663111 0.51175607 0.33681483 0.47978979] [ 0.36586521 0.53107504 0.60255655 0.66990645 0.42030214] [ 0.56740237 0.41708372 0.50001674 0.29423004 0.41488197] [ 0.58342084 0.41055532 0.61051639 0.36815092 0.43375336] [ 0.70461912 0.36486483 0.58424421 0.29609346 0.39142921] [ 0.59482269 0.48382947 0.3488401 0.38467612 0.42557956] [ 0.12566601 0.5475493 0.43984677 0.83393834 0.60197903] [ 0.61218624 0.47176938 0.41494427 0.57816241 0.4574215 ] [ 0.37036571 0.41972863 0.48529174 0.8450274 0.62633742] [ 0.77089499 0.55856688 0.42450475 0.35624445 0.41436907] [ 0.5623751 0.44574934 0.66813707 0.69173805 0.43725221] [ 0.46489244 0.48610732 0.45869224 0.61418746 0.53481823] [ 0.56686474 0.53505069 0.51626877 0.69314316 0.38874546] [ 0.26779113 0.58718454 0.60683535 0.68756324 0.6992333 ] [ 0.38550263 0.70934229 0.43324966 0.69513865 0.48445646] [ 0.63600365 0.61235421 0.40612283 0.40020616 0.30932724] [ 0.6267394 0.62758509 0.48091802 0.54887864 0.35876154] [ 0.58597053 0.39532123 0.53035433 0.57504169 0.32647955] [ 0.33567998 0.48698127 0.54910187 0.45102757 0.54422123] [ 0.59152808 0.49912621 0.51528299 0.38444655 0.63309833] [ 0.66816406 0.60669358 0.37018144 0.46238977 0.33040621] [ 0.31851498 0.69298021 0.28308568 0.78153393 0.51791566] [ 0.6167434 0.41700142 0.59298851 0.59345022 0.30283529] [ 0.44781944 0.66915736 0.47499911 0.72590675 0.571144 ] [ 0.3972703 0.52578052 0.40697974 0.68595086 0.47017605] [ 0.52007682 0.56962148 0.35362277 0.39194252 0.39517609] [ 0.4623747 0.45668111 0.59751519 0.5020803 0.37169124] [ 0.39980353 0.57213917 0.52285655 0.73807247 0.66396743] [ 0.28076913 0.58762118 0.36988204 0.84943385 0.5296244 ] [ 0.34804384 0.60035566 0.46535717 0.75383786 0.64196503] [ 0.69055061 0.42417724 0.37041321 0.61124451 0.2898071 ] [ 0.66801077 0.59945133 0.47901696 0.42689523 0.61558677] [ 0.49154283 0.61707664 0.41212056 0.52382571 0.42607664] [ 0.29636112 0.53575575 0.44962203 0.80521462 0.54865689] [ 0.34926969 0.51107003 0.60112311 0.78045979 0.52268369] [ 0.63183312 0.60595999 0.41303416 0.46308244 0.41021259] [ 0.22323729 0.69765823 0.47893183 0.74086835 0.48819223] [ 0.73016408 0.53102432 0.61048794 0.4079138 0.4153123 ] [ 0.13958014 0.61414535 0.42668307 0.86165981 0.60636036] [ 0.40178698 0.5605574 0.43861584 0.57733849 0.42682519] [ 0.6993432 0.33701048 0.50160495 0.25730941 0.39554169] [ 0.7394699 0.501821 0.53773236 0.36694271 0.41876996] [ 0.13644491 0.58904588 0.37827774 0.7625961 0.6325727 ] [ 0.39016387 0.46148387 0.40830728 0.64740226 0.42615301] [ 0.79318408 0.44073832 0.46347831 0.35181514 0.32900692] [ 0.43463972 0.47154139 0.43801953 0.51289042 0.42533568] [ 0.79229096 0.42239829 0.5274288 0.33308174 0.45479228] [ 0.4242686 0.59442865 0.26467176 0.63024392 0.49762724] [ 0.42811785 0.51183079 0.37633271 0.43377837 0.51182091] Progress: 49.9% ... Training loss: 0.470 ... Validation loss: 0.775[ 0.42609087 0.51806127 0.53920262 0.51150672 0.5271534 ] [ 0.87230253 0.37010627 0.44341076 0.13918171 0.40312261] [ 0.35453941 0.51687686 0.49429565 0.65487382 0.51649877] [ 0.76304057 0.31694456 0.59067974 0.17375851 0.35224431] [ 0.38502171 0.56542538 0.44249861 0.73591071 0.52686782] [ 0.49477128 0.63599877 0.38376755 0.68210852 0.4657897 ] [ 0.5281636 0.62413584 0.46342857 0.73755339 0.41785888] [ 0.61363977 0.46012086 0.61971905 0.6818323 0.4491103 ] [ 0.65353984 0.43236999 0.49443434 0.40873064 0.28962123] [ 0.72288906 0.31034429 0.44244337 0.60322855 0.39285433] [ 0.71068348 0.66280302 0.34259951 0.57105198 0.49295771] [ 0.78765064 0.44831038 0.32832483 0.34351887 0.41090618] [ 0.65940139 0.57819957 0.5448538 0.26580308 0.46705711] [ 0.56066144 0.57272616 0.46129783 0.44016967 0.32766757] [ 0.51281858 0.50897039 0.46094023 0.61976768 0.39009464] [ 0.53978258 0.41697415 0.45274859 0.30140812 0.63783929] [ 0.3419988 0.48702531 0.57449665 0.75355374 0.58813783] [ 0.80794909 0.50671334 0.48488796 0.48323322 0.37206385] [ 0.71476287 0.38470432 0.48500493 0.16970164 0.4397651 ] [ 0.15064145 0.60820515 0.38312903 0.85376735 0.55883673] [ 0.6127493 0.52468873 0.49181196 0.44763998 0.61046739] [ 0.6361368 0.63720324 0.51271493 0.58621665 0.4661206 ] [ 0.52757134 0.57424222 0.53597375 0.56256494 0.52050051] [ 0.5982461 0.42658187 0.37772073 0.23623378 0.42885291] [ 0.39817092 0.59160149 0.49230652 0.77156323 0.62765067] [ 0.55394802 0.50369348 0.64243329 0.63732062 0.4316243 ] [ 0.67089987 0.39308912 0.5480033 0.58727533 0.44745956] [ 0.34423552 0.69490526 0.38937645 0.60821945 0.62521697] [ 0.83655154 0.5627571 0.38638881 0.39630526 0.43963186] [ 0.58171475 0.59753772 0.43468019 0.72836489 0.46734316] [ 0.45630339 0.48715894 0.51399021 0.46544563 0.50174558] [ 0.76648688 0.40803278 0.55122784 0.34489983 0.32162018] [ 0.639084 0.629073 0.51095039 0.36170676 0.59770053] [ 0.62710351 0.48042782 0.29954696 0.69773457 0.41434292] [ 0.33095315 0.51956277 0.46246331 0.61453828 0.6435463 ] [ 0.66861439 0.52662443 0.46213663 0.44698526 0.43108334] [ 0.84316505 0.47848007 0.49908805 0.31797878 0.31376986] [ 0.61884395 0.41472278 0.52121585 0.51550958 0.39736113] [ 0.66414877 0.3563015 0.52547274 0.31286267 0.45953275] [ 0.32130003 0.65942666 0.30950747 0.74846222 0.56207346] [ 0.32282142 0.42354802 0.37844398 0.65808181 0.44991736] [ 0.73373194 0.67519548 0.50865023 0.45453524 0.44189514] [ 0.77061662 0.34229451 0.44067385 0.38466749 0.44876123] [ 0.55112715 0.53558887 0.53117725 0.80159912 0.45731347] [ 0.39822196 0.5700039 0.34973592 0.46831288 0.49936448] [ 0.58237395 0.56572762 0.4191701 0.50200673 0.36168455] [ 0.80140686 0.51068573 0.49546712 0.41956338 0.44291219] [ 0.32966764 0.5369117 0.46182768 0.77245499 0.41491283] [ 0.55227402 0.61403263 0.44414535 0.54363631 0.59316041] [ 0.72624229 0.35295588 0.5916084 0.28061621 0.3681344 ] [ 0.53948172 0.44709127 0.45647251 0.5573916 0.39179761] [ 0.27545459 0.57319545 0.5107871 0.75878488 0.40241742] [ 0.58781383 0.56325949 0.41144529 0.67200312 0.33976154] [ 0.25911612 0.5923719 0.34840907 0.66888557 0.54221873] [ 0.74669491 0.54535439 0.47822929 0.42320308 0.3342488 ] [ 0.59336782 0.42457887 0.66870368 0.56833818 0.49000267] [ 0.7143841 0.4416091 0.483723 0.35092744 0.33141754] [ 0.3822042 0.59855658 0.38860818 0.7656071 0.49061444] [ 0.3313979 0.5434227 0.55443065 0.66980726 0.66581265] [ 0.62816548 0.42184024 0.57229489 0.48141978 0.37868986] [ 0.50405764 0.46220476 0.41408685 0.49805001 0.44447325] [ 0.57528114 0.44213144 0.54622745 0.6112549 0.35044601] [ 0.410849 0.50894212 0.62070129 0.74040778 0.56717643] [ 0.78767316 0.58800719 0.43874745 0.27534277 0.46246678] [ 0.33286049 0.64550923 0.44795692 0.64908057 0.43317816] [ 0.36771723 0.6628039 0.36709161 0.76136015 0.45413656] [ 0.69942881 0.39235489 0.47290553 0.4248307 0.39709989] [ 0.39710534 0.51996663 0.3093083 0.52349774 0.34534059] [ 0.21246222 0.55673523 0.3709681 0.83667088 0.50181078] [ 0.69714926 0.3549298 0.43556805 0.19483715 0.39886329] [ 0.48004637 0.53706504 0.58260242 0.70849614 0.41807656] [ 0.46637209 0.53213531 0.51432412 0.7465015 0.44324523] [ 0.46053429 0.58241996 0.45266724 0.66266197 0.49043327] [ 0.52131612 0.58191392 0.46019839 0.31768146 0.47395894] [ 0.54893437 0.51621747 0.55462532 0.37363741 0.54192794] [ 0.68917775 0.39035208 0.3843796 0.45620451 0.54408249] [ 0.49674327 0.57510183 0.42392106 0.7189713 0.44043313] [ 0.63647302 0.30247579 0.47196661 0.53821555 0.30941647] [ 0.7140552 0.53984158 0.62377638 0.49082722 0.37410809] [ 0.35192021 0.60638588 0.37937961 0.79948048 0.43176434] [ 0.28695249 0.51413407 0.60582908 0.82696132 0.65923734] [ 0.22528001 0.50327792 0.33867458 0.91765299 0.52792641] [ 0.40417459 0.62960029 0.36500258 0.61752228 0.47003885] [ 0.51690452 0.52004473 0.42566659 0.65807689 0.54142152] [ 0.2655447 0.69265635 0.31616506 0.85173196 0.48384425] [ 0.23506495 0.57705997 0.40574805 0.66211621 0.46464557] [ 0.83013199 0.32337982 0.49044821 0.26698634 0.37799746] [ 0.59779157 0.55696633 0.34436185 0.5116742 0.41432693] [ 0.60932202 0.38110336 0.4819995 0.62284372 0.39534567] [ 0.34488991 0.58626217 0.41381402 0.63663452 0.41782172] [ 0.35547721 0.43868008 0.57532175 0.4832988 0.58226937] [ 0.69244692 0.55688244 0.50954159 0.42966037 0.40046792] [ 0.76898266 0.3991971 0.65924394 0.16569814 0.48663314] [ 0.4432184 0.63910772 0.30656557 0.65325239 0.40942817] [ 0.32205534 0.52086827 0.38353317 0.63880893 0.43138068] [ 0.71655037 0.41390412 0.63063941 0.3348656 0.42480908] [ 0.6167047 0.39194536 0.45519914 0.2813032 0.38517567] [ 0.85490275 0.27709945 0.60654519 0.17393417 0.40371408] [ 0.55578118 0.50710863 0.42657769 0.53295453 0.4970666 ] [ 0.74349076 0.35702725 0.63798444 0.54768267 0.41039532] [ 0.76893506 0.31244984 0.56026462 0.31853917 0.41260723] [ 0.40608877 0.58732484 0.53580477 0.54969244 0.55867339] [ 0.39793416 0.59340461 0.58285497 0.75542703 0.52929872] [ 0.44256015 0.46425047 0.55019299 0.50941694 0.59901837] [ 0.30660726 0.52015305 0.47394608 0.65773576 0.49962831] [ 0.64676273 0.51063212 0.5777031 0.38219957 0.42281418] [ 0.42921193 0.62021831 0.3769908 0.82858271 0.42827884] [ 0.66850243 0.50787582 0.51171872 0.28881452 0.41626653] [ 0.60388928 0.37400356 0.54949185 0.25565498 0.40523319] [ 0.77929783 0.38637614 0.56056698 0.44607343 0.33070158] [ 0.70577926 0.49971196 0.60645597 0.54048523 0.40411054] [ 0.53855677 0.41405377 0.5459687 0.54867686 0.4536787 ] [ 0.69806831 0.49693595 0.51942393 0.70546072 0.41584626] [ 0.35818313 0.54466503 0.44435541 0.60399167 0.44804402] [ 0.25788348 0.66834979 0.30217331 0.72988958 0.52988366] [ 0.61399847 0.36483084 0.57050717 0.63935888 0.53943508] [ 0.63368803 0.40084145 0.48590675 0.54064887 0.4638016 ] [ 0.2945977 0.61171977 0.38846176 0.82210363 0.6656577 ] [ 0.76415769 0.3038757 0.52489632 0.50118387 0.38294603] [ 0.61552399 0.53822102 0.40136654 0.44184954 0.38395553] [ 0.40406771 0.53147745 0.54970048 0.67487417 0.58709619] [ 0.34497153 0.52295103 0.41660479 0.69258357 0.4129268 ] [ 0.52071842 0.44607364 0.54726 0.65712117 0.40187386] [ 0.44302846 0.58590328 0.50610211 0.7151479 0.5524677 ] [ 0.83092224 0.54017691 0.534713 0.39335871 0.35609157] [ 0.37824398 0.64002053 0.49126705 0.65885447 0.45256091] [ 0.42179745 0.49673925 0.54295105 0.71638425 0.41630508] [ 0.56459482 0.61711378 0.45663646 0.47323723 0.64893663] Progress: 50.0% ... Training loss: 0.470 ... Validation loss: 0.775[ 0.64194092 0.42108031 0.59140953 0.6668528 0.41404948] [ 0.62162821 0.40025091 0.48592946 0.40286438 0.50287506] [ 0.60114508 0.4977728 0.46670586 0.5081031 0.41021392] [ 0.30028782 0.61597828 0.36023958 0.67519223 0.48429843] [ 0.69670076 0.37426727 0.56312617 0.40979659 0.49227086] [ 0.18638329 0.64516996 0.35932547 0.90926743 0.58857834] [ 0.65953426 0.57813407 0.54488478 0.26576829 0.46702638] [ 0.37762963 0.52430461 0.47411481 0.69774989 0.5674136 ] [ 0.62147732 0.59699604 0.49648201 0.40108984 0.43015625] [ 0.5796834 0.47197033 0.51225153 0.66952869 0.37603416] [ 0.78842259 0.40798676 0.45836413 0.28766177 0.32333635] [ 0.88570323 0.31294524 0.59114862 0.14069114 0.32008219] [ 0.48448731 0.6870405 0.36516391 0.72328012 0.47867975] [ 0.6964285 0.40580412 0.56148679 0.30942263 0.50867815] [ 0.82697413 0.51571706 0.4223728 0.30368051 0.37660865] [ 0.56771134 0.38987499 0.70454339 0.6338869 0.5027504 ] [ 0.28723223 0.53879306 0.37841089 0.90710224 0.55709222] [ 0.31201691 0.49630361 0.50041731 0.72494132 0.63013294] [ 0.37255526 0.57685663 0.34105784 0.78747651 0.34004461] [ 0.38599328 0.45123976 0.41701372 0.77812511 0.58765226] [ 0.55814184 0.61508501 0.49863168 0.49902612 0.49174412] [ 0.59409806 0.50952084 0.49147058 0.50142532 0.43449002] [ 0.6271291 0.52569825 0.48264377 0.43940593 0.40039853] [ 0.39915787 0.45675027 0.45252291 0.53385385 0.47369505] [ 0.54137149 0.54973238 0.41857787 0.5506194 0.48109115] [ 0.50047899 0.57573787 0.62646413 0.62201365 0.58811661] [ 0.44452224 0.51741714 0.53086137 0.48572273 0.53585778] [ 0.33284481 0.6735721 0.31671548 0.71466459 0.45900022] [ 0.73671277 0.48060345 0.59703752 0.44495531 0.43924793] [ 0.76368866 0.46727395 0.63298559 0.26409844 0.52380794] [ 0.32917656 0.44032314 0.37488343 0.7349534 0.49181902] [ 0.4261964 0.56079374 0.54682155 0.75416322 0.39480504] [ 0.44305496 0.63906184 0.50327096 0.60468773 0.50710498] [ 0.52408328 0.54957628 0.36046674 0.71769104 0.29054312] [ 0.60650403 0.55713995 0.42894227 0.32882313 0.41311569] [ 0.66103826 0.44804923 0.4391527 0.39864645 0.5095077 ] [ 0.61738364 0.53574022 0.54252151 0.58013948 0.47108653] [ 0.30009503 0.56488326 0.42735054 0.72024475 0.4153942 ] [ 0.40652574 0.66492161 0.34316021 0.76363458 0.37736154] [ 0.3348517 0.48825341 0.52766808 0.52782855 0.55546128] [ 0.56182217 0.62637499 0.43401057 0.50964142 0.42887809] [ 0.69541432 0.52268781 0.51797422 0.37073275 0.45945294] [ 0.54311458 0.5043707 0.52436078 0.43601255 0.34857279] [ 0.27208006 0.47769011 0.43079246 0.6905775 0.46799196] [ 0.77571346 0.40397756 0.53965103 0.32777834 0.38044483] [ 0.45525794 0.66938133 0.36112987 0.62617765 0.34312364] [ 0.44286108 0.56806945 0.45550419 0.77717823 0.48665284] [ 0.59725607 0.56453716 0.61232865 0.57388464 0.49596314] [ 0.60549577 0.68317647 0.31760438 0.64935492 0.4290738 ] [ 0.56518222 0.46696181 0.55234412 0.58032168 0.36218786] [ 0.47470649 0.51830061 0.2954891 0.67531578 0.50914405] [ 0.44378148 0.55528766 0.48802999 0.79773102 0.44391376] [ 0.72734269 0.52286539 0.49902119 0.46448715 0.54866011] [ 0.60120821 0.38352348 0.68622873 0.64636442 0.43479674] [ 0.75042453 0.34845719 0.56699457 0.28362533 0.37429653] [ 0.4424805 0.63325831 0.33504417 0.45784135 0.34210754] [ 0.73338118 0.51249847 0.6188247 0.24296098 0.38253081] [ 0.72646291 0.29152297 0.50409889 0.24355219 0.38179542] [ 0.20345565 0.55604375 0.41280868 0.81518625 0.53397997] [ 0.28780287 0.64754496 0.40144694 0.85742052 0.44544925] [ 0.31609564 0.61403115 0.32386856 0.90648266 0.48342633] [ 0.67923793 0.46555384 0.57185263 0.48371342 0.32558113] [ 0.33335425 0.62928934 0.48528759 0.60457107 0.44947317] [ 0.19311035 0.66041162 0.33601539 0.69902876 0.58200272] [ 0.61708804 0.5415577 0.41511842 0.33268377 0.32550972] [ 0.60658188 0.52801523 0.47967863 0.49632005 0.42621993] [ 0.35049336 0.56081429 0.41371526 0.51134194 0.49097268] [ 0.4459716 0.49471752 0.52155391 0.51413677 0.45179316] [ 0.50499039 0.44465872 0.46376374 0.54981664 0.49596896] [ 0.68907108 0.49095124 0.50015283 0.339198 0.37271538] [ 0.39410443 0.50555607 0.48793157 0.7485669 0.47240222] [ 0.4421964 0.46951341 0.4391828 0.47237336 0.53677632] [ 0.50500591 0.57462857 0.56426505 0.58738971 0.46864988] [ 0.61825704 0.46424147 0.46413748 0.36606476 0.43540245] [ 0.71756181 0.53396281 0.58653312 0.21311622 0.54633769] [ 0.8568271 0.26830154 0.50843336 0.23527791 0.37143002] [ 0.27422709 0.53815878 0.33435407 0.81571462 0.55391271] [ 0.42324901 0.47728842 0.49815991 0.60854216 0.50285981] [ 0.80989327 0.35082265 0.54931667 0.25652273 0.41113375] [ 0.34350014 0.59945846 0.40894086 0.6107657 0.51676973] [ 0.24809077 0.5755481 0.53215484 0.80945213 0.57635643] [ 0.75248789 0.65783063 0.53199824 0.45089325 0.36020418] [ 0.50476469 0.54832497 0.61137008 0.63717529 0.46674434] [ 0.29399584 0.56423262 0.48123513 0.71200424 0.62671723] [ 0.64027761 0.35488582 0.52773089 0.40981199 0.55601267] [ 0.15409358 0.59565003 0.48857641 0.71626596 0.45585281] [ 0.7224463 0.61524807 0.31491043 0.58796417 0.42497131] [ 0.28113733 0.47174182 0.41652365 0.7832114 0.5575204 ] [ 0.59598223 0.56746318 0.38930307 0.63564502 0.39447213] [ 0.35752146 0.44488121 0.56531629 0.74341392 0.525068 ] [ 0.61308268 0.41165499 0.43118069 0.48132811 0.33678496] [ 0.2917377 0.53035362 0.43288379 0.70300352 0.50186316] [ 0.56183996 0.44053978 0.57965148 0.33525968 0.34716723] [ 0.27707245 0.37466586 0.52168145 0.59266489 0.63298129] [ 0.51965125 0.69724987 0.47164088 0.72887671 0.42350755] [ 0.15457713 0.5642846 0.48630468 0.85514816 0.66281306] [ 0.34910058 0.52755112 0.47736513 0.78980997 0.53552881] [ 0.26367392 0.54815113 0.54646001 0.84822529 0.63389272] [ 0.44509466 0.52626835 0.43920651 0.6192634 0.41929988] [ 0.75183821 0.2626224 0.54694314 0.17588618 0.38311051] [ 0.53933396 0.54796641 0.51812825 0.42723918 0.48155526] [ 0.6454312 0.42855702 0.57354941 0.59063148 0.33466583] [ 0.40168076 0.67215578 0.27513536 0.73762188 0.53402981] [ 0.83130552 0.52031358 0.41313479 0.31286583 0.37038479] [ 0.80821701 0.46622842 0.5543174 0.312772 0.40745402] [ 0.19742393 0.65001964 0.47919553 0.64732169 0.60829566] [ 0.3757299 0.46795669 0.40018578 0.44305945 0.52146388] [ 0.83987384 0.40434821 0.54445545 0.2713182 0.38966458] [ 0.68690139 0.42957204 0.58272508 0.24579503 0.47998388] [ 0.58946853 0.58463899 0.57057789 0.52384927 0.38150293] [ 0.58859942 0.4027286 0.45094854 0.70533481 0.38218942] [ 0.61567317 0.40262655 0.46800743 0.50613733 0.54044974] [ 0.52851575 0.53329115 0.50203145 0.29051869 0.55183095] [ 0.35108242 0.55841184 0.47958039 0.65782486 0.40630082] [ 0.46469408 0.67155785 0.41026063 0.72578429 0.45847017] [ 0.5380083 0.45232913 0.42149114 0.71090566 0.4447023 ] [ 0.2856893 0.58542038 0.39209111 0.76566195 0.54238255] [ 0.55847432 0.44458941 0.63693462 0.54612884 0.46041793] [ 0.7446904 0.44060262 0.50764138 0.35544322 0.41418285] [ 0.35167967 0.60639349 0.35284364 0.70174161 0.55214583] [ 0.50148035 0.47424459 0.42402415 0.72218349 0.3995351 ] [ 0.48459065 0.60955472 0.24643999 0.76069257 0.50147292] [ 0.73323942 0.43819269 0.60029687 0.27061714 0.49510358] [ 0.60299647 0.37042825 0.65325073 0.33716855 0.47706874] [ 0.70686005 0.56531857 0.45959308 0.41336365 0.54893869] [ 0.22006963 0.60001369 0.40865898 0.77496682 0.51693488] [ 0.71487017 0.36610867 0.42840493 0.20778018 0.36148797] [ 0.84264051 0.36786895 0.55691846 0.20222556 0.45390563] Progress: 50.0% ... Training loss: 0.469 ... Validation loss: 0.774[ 0.69773942 0.52993008 0.34245068 0.40352021 0.28591706] [ 0.90895148 0.40391424 0.59384295 0.15515505 0.26761905] [ 0.80092192 0.46959115 0.56874377 0.19697672 0.43693811] [ 0.26785513 0.42781404 0.40812612 0.77898795 0.46322233] [ 0.42256917 0.42251486 0.61112881 0.57862406 0.51356999] [ 0.513459 0.6970389 0.41026485 0.61749011 0.45486967] [ 0.73800135 0.34060603 0.66164396 0.51567212 0.35689804] [ 0.80016066 0.31915235 0.5596101 0.27310922 0.40121701] [ 0.61275265 0.54496208 0.52839617 0.46727094 0.6029872 ] [ 0.53600539 0.48593168 0.37807253 0.60436303 0.42351924] [ 0.72968204 0.38577082 0.61860197 0.2680999 0.43628907] [ 0.63683015 0.43550058 0.55429922 0.4468245 0.45693034] [ 0.73167316 0.34898307 0.5962127 0.33271517 0.41997642] [ 0.49698239 0.60740189 0.53597933 0.43305486 0.49568973] [ 0.473825 0.43089687 0.53012649 0.69731688 0.52818369] [ 0.47232545 0.56283371 0.48694954 0.51126502 0.42388175] [ 0.82480634 0.50258398 0.5129589 0.27997746 0.40774794] [ 0.54084549 0.55948043 0.41944803 0.63753573 0.43567935] [ 0.54403876 0.58771116 0.49626362 0.63783514 0.48716195] [ 0.47178115 0.49092147 0.60059692 0.54919113 0.58127441] [ 0.79671962 0.39552769 0.52614232 0.25673723 0.46049675] [ 0.39190186 0.5264573 0.49052755 0.65243865 0.37733946] [ 0.67709128 0.4845327 0.4758278 0.22061729 0.46183892] [ 0.67421123 0.25538846 0.47034603 0.26476472 0.43259407] [ 0.64611401 0.50093397 0.59380333 0.61690695 0.48240379] [ 0.7102702 0.3089638 0.44430255 0.31057712 0.39144291] [ 0.30676749 0.62481131 0.45652539 0.78713874 0.38051423] [ 0.56684238 0.48230262 0.51103391 0.41127802 0.30818054] [ 0.49854514 0.52292754 0.566683 0.4731577 0.56067928] [ 0.36572545 0.48496445 0.59471672 0.61957698 0.55491147] [ 0.69001798 0.42456432 0.37024867 0.61120255 0.28995426] [ 0.41522849 0.49939958 0.44027487 0.59766291 0.56660952] [ 0.60863405 0.56881107 0.43908922 0.32125703 0.47616804] [ 0.63232784 0.38089084 0.46038071 0.53658897 0.45003141] [ 0.28487953 0.62300342 0.51269734 0.82327941 0.36791559] [ 0.84176748 0.47405077 0.61116093 0.21987906 0.39097312] [ 0.3632659 0.57096811 0.46942797 0.8084573 0.487378 ] [ 0.61757816 0.44767635 0.57724625 0.26072856 0.53444155] [ 0.5995957 0.45103747 0.55847007 0.67511323 0.4601146 ] [ 0.50161893 0.47101184 0.52797392 0.5522232 0.51896983] [ 0.42691283 0.55651008 0.40773506 0.75886078 0.47555772] [ 0.47511028 0.6508338 0.48250778 0.58728939 0.51014611] [ 0.55746543 0.62768873 0.4529719 0.60780443 0.40662684] [ 0.68101955 0.44206486 0.43548519 0.38264284 0.44550731] [ 0.70374893 0.57296167 0.49970233 0.38673424 0.48465749] [ 0.70171834 0.38756009 0.44181698 0.20540592 0.32239351] [ 0.75827247 0.51890227 0.37906275 0.3294625 0.30689545] [ 0.36271934 0.45460797 0.38264902 0.65038994 0.45775865] [ 0.4882219 0.59804879 0.25956375 0.57600239 0.45188125] [ 0.61878929 0.41504125 0.52107492 0.51540836 0.39750727] [ 0.59976202 0.39919615 0.63899157 0.69252934 0.47389728] [ 0.35870544 0.5457448 0.41731651 0.71134675 0.71824533] [ 0.60427714 0.48182563 0.47340227 0.57138856 0.37297688] [ 0.62108265 0.49923981 0.62413527 0.38264799 0.43544636] [ 0.32858859 0.66158162 0.29409957 0.73100385 0.53820396] [ 0.82824194 0.44278962 0.46428416 0.2486489 0.32414495] [ 0.83881845 0.37264159 0.67650449 0.22004734 0.41793764] [ 0.61277906 0.59178138 0.54561181 0.64939629 0.30720533] [ 0.57279784 0.58565566 0.3041301 0.43617728 0.3215949 ] [ 0.26533458 0.57882278 0.47386832 0.86999497 0.63479074] [ 0.4176413 0.53583226 0.39809506 0.80816949 0.62625707] [ 0.65517656 0.65527045 0.3415206 0.40720478 0.46850637] [ 0.83827138 0.35252467 0.6383718 0.32367323 0.37812682] [ 0.58768896 0.43805559 0.28790004 0.59042008 0.3828685 ] [ 0.62603196 0.58489831 0.38188347 0.453159 0.35565774] [ 0.58938267 0.40598402 0.55777743 0.30934297 0.36392048] [ 0.60054071 0.33788477 0.46637006 0.56191205 0.3756357 ] [ 0.59551372 0.40959991 0.65084448 0.5708787 0.48027251] [ 0.86967373 0.33765479 0.58579748 0.13992224 0.35330618] [ 0.27643303 0.66355777 0.41300193 0.83978121 0.41313402] [ 0.61838468 0.46421615 0.46414239 0.36602224 0.43539835] [ 0.54599668 0.45860285 0.4522476 0.50742458 0.52127633] [ 0.51422954 0.63364789 0.32996819 0.38296572 0.42724963] [ 0.81713497 0.40887382 0.56261236 0.24228419 0.43826042] [ 0.58838545 0.40296081 0.45083604 0.70538987 0.38228791] [ 0.54299184 0.60818309 0.52324322 0.62269252 0.42348582] [ 0.51202311 0.59101894 0.48835254 0.54882202 0.4523004 ] [ 0.51540757 0.56627326 0.56195781 0.44959703 0.68177303] [ 0.62101147 0.39642856 0.44908655 0.33160569 0.3731707 ] [ 0.23949023 0.46539507 0.39226747 0.75332324 0.65839585] [ 0.51424235 0.53278928 0.45258916 0.67659861 0.48304506] [ 0.57380651 0.44808839 0.44051609 0.33930447 0.34257371] [ 0.31952008 0.70752353 0.52706085 0.69252342 0.56583745] [ 0.76511855 0.3123402 0.53747879 0.25777571 0.47747006] [ 0.34458431 0.620283 0.49684523 0.56456181 0.45086907] [ 0.52781792 0.5790297 0.41001361 0.4835291 0.45546577] [ 0.45528869 0.59986544 0.54385377 0.57710804 0.65558971] [ 0.21538824 0.63619335 0.44272498 0.80385366 0.42425289] [ 0.79437593 0.46022017 0.62188399 0.34550122 0.33200988] [ 0.64121936 0.57226795 0.4284275 0.30966364 0.4529628 ] [ 0.33120003 0.68826003 0.3358105 0.65334 0.52679637] [ 0.36697637 0.62723512 0.4911571 0.56724606 0.4271424 ] [ 0.24980261 0.51366383 0.3927557 0.85684026 0.4703234 ] [ 0.35074134 0.57720539 0.35373766 0.84777263 0.47170703] [ 0.51466334 0.40883496 0.41068721 0.53844025 0.57760304] [ 0.38595009 0.59617026 0.36567257 0.54923991 0.49162677] [ 0.60084361 0.44187321 0.58938199 0.64122966 0.51028253] [ 0.77914721 0.38812464 0.56187536 0.24269143 0.39122654] [ 0.62037861 0.5040783 0.60380627 0.34948012 0.51072474] [ 0.82456137 0.32135787 0.38148702 0.29685143 0.34803522] [ 0.85398493 0.33537646 0.5991827 0.14989447 0.36575122] [ 0.58353175 0.41977799 0.49503201 0.55494644 0.37150285] [ 0.75098332 0.38212803 0.480041 0.26830775 0.39492857] [ 0.53250743 0.52069244 0.45912982 0.58000019 0.37132427] [ 0.56148445 0.5373122 0.51169157 0.28824968 0.49447005] [ 0.44230351 0.50909413 0.55478782 0.21792795 0.47763571] [ 0.53264623 0.57496044 0.48696896 0.34070854 0.62315215] [ 0.71439488 0.45128221 0.61044913 0.29647947 0.45465925] [ 0.44276091 0.63946338 0.30640611 0.65331191 0.40959618] [ 0.79290122 0.41254034 0.59239828 0.20478767 0.3700879 ] [ 0.50828801 0.47606376 0.50532195 0.53862712 0.39624047] [ 0.14555224 0.57555237 0.41959381 0.81794382 0.60200273] [ 0.12309166 0.73010294 0.37660021 0.85272926 0.51910514] [ 0.63945188 0.45724222 0.61308645 0.62567487 0.42194171] [ 0.2520352 0.65418192 0.36398316 0.64429055 0.41687182] [ 0.54602054 0.2854958 0.58163732 0.65895411 0.53769887] [ 0.80515076 0.41617783 0.55035845 0.20233341 0.44999055] [ 0.73680822 0.43545772 0.4927444 0.28528539 0.4002567 ] [ 0.57603205 0.51543803 0.57784411 0.57206774 0.42443217] [ 0.45449075 0.57648649 0.60823346 0.57477652 0.54155938] [ 0.61595848 0.61729472 0.36498246 0.52181749 0.44444428] [ 0.49306893 0.55688872 0.3544901 0.50281344 0.40798514] [ 0.35372169 0.5648611 0.50251118 0.86279855 0.49394251] [ 0.29065378 0.47938083 0.38612095 0.77740532 0.51496762] [ 0.3977183 0.3921261 0.54766655 0.75390563 0.42094194] [ 0.63991397 0.44443688 0.37758575 0.22867153 0.44040261] [ 0.64071318 0.41934872 0.40445387 0.7543581 0.33585957] [ 0.5487644 0.57458298 0.37004106 0.69640229 0.40841551] Progress: 50.0% ... Training loss: 0.469 ... Validation loss: 0.774[ 0.27166556 0.55544766 0.54918844 0.6804305 0.597063 ] [ 0.35011046 0.52951624 0.54375897 0.75348426 0.53856089] [ 0.7413067 0.52531658 0.44853074 0.40340639 0.37767537] [ 0.48506882 0.40372658 0.45143244 0.75819466 0.43871477] [ 0.70171575 0.47817882 0.55797781 0.15447623 0.47847876] [ 0.71120182 0.39658914 0.58920172 0.5247738 0.46798761] [ 0.69355638 0.61507949 0.42808547 0.57176277 0.5592692 ] [ 0.65507984 0.47130943 0.47675117 0.424855 0.55109755] [ 0.70625492 0.40878034 0.58653535 0.39346747 0.432074 ] [ 0.35211906 0.54982091 0.4425477 0.80924951 0.48645872] [ 0.65049007 0.41753792 0.59688939 0.54812076 0.41895994] [ 0.40116622 0.60844522 0.35045549 0.70723922 0.51490912] [ 0.53494479 0.43427611 0.47795395 0.7150093 0.3965324 ] [ 0.26472166 0.67406251 0.48261346 0.63334134 0.49890679] [ 0.35233155 0.66180488 0.34673336 0.72776335 0.59952845] [ 0.79108993 0.44112817 0.53281747 0.24371538 0.27949113] [ 0.28400964 0.63917209 0.56661231 0.76215351 0.64140537] [ 0.56873045 0.56426526 0.4253176 0.52897554 0.32846344] [ 0.52735687 0.44157946 0.57428063 0.32833499 0.5728626 ] [ 0.18610179 0.68046605 0.43312987 0.6583864 0.52470646] [ 0.14289432 0.6709249 0.37502232 0.85923048 0.51395155] [ 0.80823918 0.31838656 0.48238428 0.21855161 0.43183677] [ 0.82897356 0.33022286 0.5674948 0.18738164 0.43850646] [ 0.36507279 0.62717666 0.44603057 0.54151257 0.48949536] [ 0.55979298 0.72324711 0.38584958 0.63160332 0.42195765] [ 0.77295049 0.40419648 0.5212039 0.4876362 0.40226953] [ 0.77922574 0.39858568 0.4554984 0.26985053 0.27054297] [ 0.60635631 0.51598123 0.50929543 0.69177848 0.36494757] [ 0.40677322 0.67037105 0.37659039 0.64863019 0.41674511] [ 0.52312124 0.4772465 0.51498047 0.60961922 0.38175785] [ 0.71980757 0.38413652 0.47579881 0.27745624 0.34495635] [ 0.36972709 0.65647147 0.46357047 0.77173009 0.60315154] [ 0.57832134 0.42366964 0.5799707 0.43419169 0.45389964] [ 0.55136662 0.44115814 0.60377522 0.372432 0.5858047 ] [ 0.37665237 0.57838734 0.41524302 0.77077481 0.60268766] [ 0.52716427 0.47107939 0.42333858 0.40178642 0.50699395] [ 0.66640764 0.48035334 0.51039405 0.18650811 0.46664187] [ 0.47117209 0.47606199 0.59797523 0.66997056 0.36691568] [ 0.43726284 0.52971929 0.46694533 0.57214568 0.67187712] [ 0.47145455 0.67046565 0.56603761 0.54023186 0.51391889] [ 0.20014021 0.58199528 0.58376721 0.81741407 0.55280688] [ 0.67032893 0.62346251 0.27752512 0.64467326 0.43488259] [ 0.74676107 0.51105918 0.53059228 0.47468049 0.37796182] [ 0.33900153 0.57430044 0.45885085 0.55712906 0.40892023] [ 0.61787917 0.41430185 0.4955982 0.41469508 0.41789998] [ 0.69109199 0.39495772 0.53887387 0.37987829 0.51579296] [ 0.7110591 0.51170079 0.43136324 0.31065831 0.38207221] [ 0.42945061 0.39682303 0.47832539 0.59902449 0.51633033] [ 0.59302133 0.41730202 0.49393168 0.51553178 0.50156936] [ 0.37835003 0.56314866 0.55114692 0.55616949 0.49239825] [ 0.40769667 0.46851297 0.46347224 0.81891026 0.5096731 ] [ 0.2930648 0.45309147 0.46815517 0.72708248 0.55336868] [ 0.72212559 0.51436558 0.51320602 0.34520783 0.37958711] [ 0.34366877 0.587256 0.41337244 0.63716582 0.41822523] [ 0.65698048 0.52836215 0.39120307 0.31153213 0.28395869] [ 0.58542577 0.47001493 0.51687648 0.65039324 0.391213 ] [ 0.48473946 0.62410884 0.43745175 0.48027984 0.56883709] [ 0.19302038 0.58728367 0.54274605 0.66024805 0.65470855] [ 0.35119563 0.49677175 0.44996492 0.74294971 0.43380135] [ 0.37139043 0.55556444 0.44001458 0.68466313 0.36317786] [ 0.63486762 0.46402114 0.36056933 0.3759193 0.29826282] [ 0.5131337 0.6054969 0.36242578 0.48457659 0.5289947 ] [ 0.27188021 0.73496255 0.31041553 0.86632462 0.58685232] [ 0.74855671 0.36428539 0.3977605 0.21606369 0.450707 ] [ 0.54017486 0.47384647 0.48890429 0.28045926 0.42082784] [ 0.70862288 0.38374169 0.6533791 0.59117084 0.42611136] [ 0.60203293 0.39551388 0.45686454 0.49382918 0.45895591] [ 0.5597005 0.56191535 0.56884992 0.27094764 0.48813338] [ 0.70202705 0.35420151 0.58230348 0.61595864 0.41833866] [ 0.35233155 0.66180488 0.34673336 0.72776335 0.59952845] [ 0.5086021 0.49903282 0.52949566 0.37708824 0.4875289 ] [ 0.70505317 0.32003486 0.66390094 0.44004122 0.42707075] [ 0.71917586 0.65295423 0.45703216 0.60778649 0.43294068] [ 0.79034799 0.56017479 0.38187891 0.35072795 0.31182288] [ 0.43184663 0.63835495 0.48694365 0.77423536 0.37707861] [ 0.46519675 0.55282793 0.51259383 0.56863897 0.4422504 ] [ 0.53438543 0.53716647 0.52093155 0.54149883 0.62401392] [ 0.55828255 0.4799927 0.48379575 0.36208472 0.54547833] [ 0.36741633 0.50757399 0.52888828 0.81425495 0.58736109] [ 0.68510808 0.59074238 0.38051778 0.41396059 0.44260397] [ 0.42147038 0.50113579 0.49036162 0.82406767 0.53653113] [ 0.42994514 0.53478263 0.33870693 0.75272912 0.47064208] [ 0.57340231 0.44833462 0.44040936 0.33942979 0.34264947] [ 0.60798391 0.58426394 0.48220473 0.5425163 0.54016899] [ 0.76881292 0.45241138 0.35360665 0.21673401 0.32774803] [ 0.16996796 0.67708864 0.47040116 0.79708217 0.57443983] [ 0.41669179 0.54897947 0.44368366 0.73228211 0.45263331] [ 0.58024336 0.44649722 0.31589245 0.63523382 0.45897287] [ 0.47984467 0.50547624 0.39863762 0.72256833 0.35160815] [ 0.49421625 0.64697667 0.41261827 0.56631507 0.3541395 ] [ 0.48608482 0.54884407 0.48340372 0.72773522 0.46628658] [ 0.49042604 0.55888014 0.46030203 0.34281996 0.38625364] [ 0.5779814 0.60247295 0.52127652 0.50177483 0.53518243] [ 0.28982607 0.53118172 0.43289265 0.59343669 0.65620685] [ 0.63126528 0.56942739 0.42287711 0.65856957 0.51413537] [ 0.39835796 0.43052848 0.4253919 0.55102074 0.4068888 ] [ 0.72459764 0.36382102 0.52045371 0.67758219 0.44111657] [ 0.19071422 0.6133241 0.40140156 0.74299481 0.61223888] [ 0.69780344 0.50468489 0.33387743 0.81684814 0.36712323] [ 0.25368834 0.66116412 0.33492499 0.75420609 0.46088251] [ 0.63750744 0.57751796 0.40013431 0.37288957 0.48177757] [ 0.3294076 0.62990259 0.39773263 0.56160067 0.4670745 ] [ 0.41230915 0.4725435 0.66083377 0.63795 0.48804274] [ 0.108316 0.57498181 0.48870072 0.89761889 0.66052649] [ 0.7275494 0.38763396 0.47783656 0.27971414 0.36634799] [ 0.34942681 0.53119509 0.41992718 0.7299406 0.46989074] [ 0.58796573 0.51512596 0.48227114 0.45794634 0.51458853] [ 0.62239332 0.40003685 0.48601988 0.40258584 0.50278505] [ 0.70172582 0.3222749 0.6257828 0.52399719 0.44557919] [ 0.16848166 0.62487972 0.4517295 0.89829229 0.62382977] [ 0.23209365 0.6866391 0.30861747 0.72391083 0.541601 ] [ 0.73804506 0.49543034 0.52850484 0.40358956 0.47601598] [ 0.57556778 0.66080923 0.62175947 0.54039173 0.51302584] [ 0.44060757 0.52113416 0.5751085 0.59368967 0.6464487 ] [ 0.57151821 0.47685087 0.38779835 0.34308687 0.43366938] [ 0.38788368 0.63364886 0.53519605 0.71188537 0.50765564] [ 0.63301204 0.54025198 0.55114538 0.40035233 0.39078939] [ 0.22749951 0.67457575 0.34574886 0.87544644 0.50656829] [ 0.75906967 0.54198857 0.49244185 0.38271775 0.43709369] [ 0.36282194 0.51344411 0.59207551 0.80485118 0.49081774] [ 0.37184786 0.53044493 0.49179524 0.51609672 0.48898003] [ 0.7234756 0.56580104 0.51171375 0.35898678 0.59385877] [ 0.54344483 0.48221087 0.44985545 0.43272075 0.41731857] [ 0.3091442 0.73550737 0.33219168 0.81768859 0.42395924] [ 0.51310082 0.47658306 0.54755687 0.60824548 0.44601446] [ 0.74909918 0.4575544 0.55001906 0.35060216 0.37234456] [ 0.62744925 0.54731089 0.47811173 0.45769307 0.3738822 ] [ 0.47252065 0.53180189 0.62879613 0.44790355 0.57452669] Progress: 50.1% ... Training loss: 0.469 ... Validation loss: 0.773[ 0.61609381 0.53842064 0.40127198 0.44137222 0.38406069] [ 0.70203466 0.41519592 0.67601753 0.32062848 0.48840925] [ 0.39124281 0.61374618 0.50466755 0.6822951 0.57000047] [ 0.54516272 0.51796212 0.59653246 0.73122986 0.55707965] [ 0.71371745 0.44998306 0.48227266 0.3306944 0.40659751] [ 0.39395036 0.43210897 0.51842403 0.70830138 0.46377102] [ 0.58460009 0.60015463 0.29471894 0.63710816 0.49698267] [ 0.33665318 0.43832612 0.3700768 0.74810985 0.43001124] [ 0.55384529 0.60588521 0.46927002 0.54419037 0.42376616] [ 0.65873206 0.63495558 0.46553371 0.59792493 0.33765401] [ 0.54353864 0.60806829 0.52328896 0.62232145 0.42344391] [ 0.66155526 0.62398211 0.50361506 0.3984324 0.54192238] [ 0.40567526 0.56338002 0.53193305 0.45491948 0.47973644] [ 0.37860735 0.60712107 0.53515529 0.57672802 0.4748336 ] [ 0.42040448 0.58877476 0.47504781 0.56862052 0.70540904] [ 0.24159096 0.56544593 0.40790906 0.85987312 0.58013674] [ 0.26798266 0.57753604 0.54570497 0.70610066 0.51319747] [ 0.39082095 0.62719168 0.32836594 0.61979437 0.48284893] [ 0.73408629 0.44616391 0.45504788 0.34541972 0.39119816] [ 0.58770887 0.4936291 0.52822109 0.71630638 0.53033381] [ 0.73116455 0.45327216 0.49365059 0.34982063 0.43859313] [ 0.41390632 0.52504142 0.5390916 0.66763704 0.41542045] [ 0.39469564 0.58735686 0.55801456 0.79817133 0.45912371] [ 0.33012279 0.64247049 0.31426035 0.8077091 0.41784685] [ 0.64276872 0.37051101 0.57462531 0.61516952 0.43502505] [ 0.80529243 0.35950444 0.434961 0.21354729 0.32477895] [ 0.50144915 0.49739828 0.46333811 0.51724302 0.59889999] [ 0.4039626 0.60213991 0.38564933 0.77490131 0.38338009] [ 0.44370458 0.52979529 0.46304589 0.66466069 0.31713912] [ 0.67928619 0.51597703 0.66376112 0.45915885 0.46365569] [ 0.60183859 0.33746008 0.46656417 0.56098938 0.37546926] [ 0.27775143 0.49460641 0.42536365 0.52037475 0.52621152] [ 0.72249892 0.49036917 0.57487763 0.29175847 0.4484879 ] [ 0.35428711 0.4983867 0.5569262 0.80236047 0.63746619] [ 0.30639243 0.66120942 0.35185284 0.66635302 0.44818102] [ 0.2234809 0.63024058 0.44633823 0.866838 0.58472281] [ 0.49894983 0.54145377 0.44498223 0.54230913 0.48453355] [ 0.75359878 0.41203138 0.5028882 0.67517476 0.39364278] [ 0.30876901 0.714903 0.48191002 0.70713256 0.54381247] [ 0.50469404 0.54892248 0.61108889 0.63712726 0.46698545] [ 0.30060697 0.59880181 0.50529044 0.75447158 0.55052744] [ 0.21683726 0.53673125 0.39976044 0.84092322 0.53050843] [ 0.53585418 0.50516486 0.43470921 0.61562956 0.26346031] [ 0.35122651 0.51194448 0.57091708 0.75207441 0.56666777] [ 0.62669324 0.54265931 0.33659908 0.59504996 0.4149952 ] [ 0.45548312 0.48502048 0.64016288 0.68233591 0.43910051] [ 0.37231659 0.61027626 0.3995796 0.73165168 0.55856376] [ 0.62623165 0.49987494 0.37005089 0.38595368 0.4088311 ] [ 0.34995793 0.52941624 0.52674125 0.52595369 0.39747532] [ 0.72652947 0.44649931 0.56181051 0.35662449 0.45860571] [ 0.686123 0.43506601 0.4421057 0.42080986 0.38167156] [ 0.24371434 0.6651618 0.31478492 0.70623909 0.5504211 ] [ 0.53403148 0.41387442 0.52726283 0.73399441 0.42746886] [ 0.21685382 0.5735383 0.41640237 0.89352286 0.58484446] [ 0.70389252 0.48980409 0.59063789 0.49423388 0.46473428] [ 0.3804951 0.44283516 0.53402575 0.47903331 0.60457871] [ 0.2869641 0.63307453 0.54558712 0.61148472 0.66598911] [ 0.55013055 0.62710677 0.38891123 0.39989723 0.45198145] [ 0.53692795 0.54848622 0.34750994 0.39047484 0.38411642] [ 0.72306251 0.50765676 0.4208378 0.40009738 0.389589 ] [ 0.31029293 0.57085187 0.52798572 0.75382748 0.50127716] [ 0.51213313 0.52909478 0.53069698 0.58636562 0.56206573] [ 0.26473257 0.56668846 0.38964604 0.83735661 0.56855036] [ 0.56650805 0.56711682 0.50002649 0.44502064 0.428989 ] [ 0.81742835 0.39625331 0.41357128 0.18685677 0.31261423] [ 0.26054177 0.72460143 0.34851202 0.73472877 0.51212917] [ 0.55544098 0.49977678 0.40765968 0.45381453 0.47372241] [ 0.4812092 0.56684949 0.36514312 0.46492981 0.37810498] [ 0.42166338 0.46129599 0.59669246 0.61682404 0.45611901] [ 0.67035536 0.41200147 0.39385367 0.43554094 0.61311857] [ 0.2946947 0.51830603 0.46775905 0.67422757 0.6105529 ] [ 0.49514912 0.68533414 0.54474045 0.61966698 0.58392075] [ 0.65862323 0.39243804 0.59731894 0.50895905 0.46484596] [ 0.67224523 0.5407672 0.39707732 0.49088025 0.31453619] [ 0.56501193 0.58220158 0.58027736 0.47538287 0.44944826] [ 0.58444422 0.40010033 0.53600352 0.42828337 0.51445367] [ 0.63352268 0.53582578 0.48260932 0.54672939 0.54920275] [ 0.66928163 0.50700297 0.56013158 0.23934795 0.5763454 ] [ 0.18857544 0.57255336 0.35544111 0.79644828 0.57143158] [ 0.55673992 0.56436259 0.44590729 0.43777834 0.50872893] [ 0.65352861 0.41419227 0.62811149 0.70366292 0.41191841] [ 0.499771 0.53007094 0.54354585 0.79169681 0.54646261] [ 0.6324305 0.51944183 0.42547167 0.44726404 0.48225568] [ 0.57834623 0.6111525 0.45417115 0.37731954 0.56697256] [ 0.53217379 0.50771813 0.4987151 0.81969569 0.51800028] [ 0.48293581 0.40454349 0.41764437 0.52071998 0.60564955] [ 0.2874732 0.64931663 0.37612142 0.58275565 0.52877856] [ 0.48457371 0.56457192 0.53268424 0.49976805 0.49907083] [ 0.8132688 0.44191617 0.64507896 0.21048133 0.38680973] [ 0.55025509 0.57010601 0.51291481 0.59131047 0.55675942] [ 0.83818499 0.41064594 0.5919149 0.15736053 0.38697157] [ 0.59400916 0.49876229 0.50369577 0.25111529 0.33144823] [ 0.76778101 0.41155658 0.56881079 0.17436291 0.29484414] [ 0.54121709 0.53586726 0.33775224 0.45344531 0.37664515] [ 0.4893048 0.56261872 0.62371572 0.65616264 0.57205351] [ 0.69590181 0.49914916 0.4391348 0.45785386 0.43872861] [ 0.2235363 0.56121277 0.46308443 0.78175014 0.60866031] [ 0.6753336 0.54659551 0.34472643 0.39224744 0.43540164] [ 0.52585859 0.46082849 0.59201769 0.37816087 0.49129408] [ 0.35059969 0.58707994 0.44610797 0.56668639 0.34736441] [ 0.5231189 0.62235188 0.43968846 0.4850561 0.32010864] [ 0.36267277 0.46522883 0.39381326 0.55721831 0.72298752] [ 0.30000572 0.52109631 0.43967983 0.84528403 0.50884075] [ 0.57846856 0.47858993 0.53054333 0.61301633 0.40879614] [ 0.39414304 0.39504534 0.45245455 0.54041892 0.59224479] [ 0.52963965 0.44893785 0.51717072 0.51778411 0.38775642] [ 0.34264306 0.46741058 0.67964523 0.64850378 0.57964548] [ 0.26775765 0.73038428 0.37311927 0.7657686 0.41283408] [ 0.40054947 0.45656958 0.45260347 0.53301078 0.47363759] [ 0.20909977 0.48210463 0.45173511 0.86803202 0.64514445] [ 0.2518023 0.60668477 0.47429839 0.6492797 0.58052823] [ 0.44786516 0.64565703 0.50470938 0.6164337 0.63199661] [ 0.35839286 0.60120031 0.52987949 0.79899068 0.49036691] [ 0.72654945 0.40269327 0.43387914 0.32368276 0.52933645] [ 0.69331802 0.53270038 0.58771561 0.23430641 0.43942386] [ 0.72600027 0.4849613 0.6140674 0.57473407 0.37892569] [ 0.63102344 0.53007246 0.43014807 0.57102623 0.46252322] [ 0.54612533 0.62517388 0.47701855 0.68830915 0.36572527] [ 0.37214387 0.48391969 0.50341117 0.67879965 0.48571995] [ 0.85409756 0.3410815 0.66157642 0.23331053 0.40519533] [ 0.57174587 0.49871103 0.41579229 0.6243447 0.36361932] [ 0.71252668 0.4709123 0.56264224 0.45578413 0.39852008] [ 0.65844334 0.52076717 0.41804106 0.54586581 0.44122892] [ 0.3960499 0.67648244 0.42557552 0.59473202 0.37570017] [ 0.50352811 0.46380904 0.59591979 0.42857851 0.38035779] [ 0.18481062 0.54207688 0.40656957 0.90214763 0.50042699] [ 0.23531733 0.62725744 0.33550439 0.82883775 0.49813969] [ 0.23553251 0.62388259 0.47692543 0.81788093 0.606688 ] Progress: 50.1% ... Training loss: 0.469 ... Validation loss: 0.772[ 0.6685392 0.65906099 0.35205611 0.46374644 0.43343046] [ 0.37255331 0.59242781 0.3100703 0.77207881 0.47215559] [ 0.43355514 0.56574349 0.4123579 0.63933084 0.5480242 ] [ 0.58175777 0.53646429 0.45566742 0.67777984 0.35587873] [ 0.58757746 0.41878032 0.51509847 0.32359284 0.47333338] [ 0.83188406 0.39248309 0.47354661 0.33892992 0.38863697] [ 0.70848753 0.47123697 0.55522954 0.25724959 0.40296369] [ 0.7439208 0.40503908 0.51414485 0.21150607 0.59127357] [ 0.34593082 0.69529392 0.48627812 0.71242867 0.40044235] [ 0.36973818 0.43227585 0.46549476 0.53122771 0.52037449] [ 0.75898827 0.54208119 0.49239737 0.3827686 0.43712901] [ 0.53479506 0.38720461 0.58435221 0.58699432 0.48795825] [ 0.66917991 0.52664696 0.46212686 0.44637909 0.43110724] [ 0.58361685 0.40261999 0.61097253 0.30300311 0.56699157] [ 0.3535082 0.50130817 0.4727611 0.6787225 0.37850522] [ 0.41727303 0.59927131 0.37549843 0.48577878 0.40598065] [ 0.45732584 0.52573523 0.44728257 0.34682399 0.47224349] [ 0.31653197 0.46244192 0.41014815 0.6917374 0.4240564 ] [ 0.2010503 0.62879197 0.45534537 0.78791269 0.47207612] [ 0.33731173 0.68050078 0.47202064 0.75281762 0.50006074] [ 0.69426343 0.36610792 0.53202158 0.67390416 0.46817139] [ 0.63503752 0.56157405 0.45705637 0.54844895 0.3736173 ] [ 0.72653265 0.35304789 0.59159079 0.28045764 0.36815453] [ 0.63088028 0.4487273 0.49295879 0.39557162 0.4190389 ] [ 0.28868613 0.60704888 0.41500728 0.87265695 0.52410759] [ 0.61921265 0.50410409 0.51031282 0.79526599 0.49975755] [ 0.73508317 0.49371307 0.54211325 0.36378301 0.41653959] [ 0.47170773 0.49260933 0.49731909 0.57555007 0.41559884] [ 0.47471573 0.54085897 0.46856819 0.53589956 0.58248516] [ 0.16839242 0.71591686 0.37713633 0.81360758 0.66154582] [ 0.80814443 0.50670072 0.48488437 0.48284109 0.37208321] [ 0.53787395 0.45289055 0.4212296 0.71068286 0.44493411] [ 0.20649868 0.56543998 0.49021508 0.82761566 0.57952513] [ 0.71698998 0.43669036 0.60826964 0.65433662 0.39746509] [ 0.54505377 0.44482259 0.51461622 0.51822564 0.31796839] [ 0.50251455 0.47346002 0.38697897 0.57345772 0.53444069] [ 0.74167569 0.45858955 0.43836524 0.30526137 0.44190203] [ 0.41630721 0.63359102 0.36845789 0.60348774 0.46848757] [ 0.43209274 0.60843817 0.49351042 0.75587025 0.43734912] [ 0.40315668 0.61884161 0.32661826 0.55870311 0.49187718] [ 0.22206142 0.68051372 0.47492349 0.835124 0.69500451] [ 0.77157419 0.45343477 0.5681595 0.58607747 0.39609064] [ 0.78742482 0.29323125 0.54329815 0.23319487 0.52936875] [ 0.50255775 0.5475464 0.58549591 0.59965681 0.58935848] [ 0.79851652 0.5009989 0.41957528 0.32374928 0.28569166] [ 0.35798982 0.51878625 0.43755173 0.70403848 0.62523304] [ 0.30829913 0.63060868 0.39117577 0.5649768 0.44760346] [ 0.67409352 0.45221584 0.69938493 0.45370069 0.4368507 ] [ 0.81975634 0.38686256 0.66439854 0.18751187 0.40154061] [ 0.49888744 0.50672068 0.39027086 0.53835312 0.41163556] [ 0.77858916 0.45254469 0.53405694 0.35989306 0.40374227] [ 0.72092604 0.44983634 0.47454 0.46837788 0.52440908] [ 0.49940439 0.49640056 0.50858382 0.513554 0.42811834] [ 0.24345494 0.54003349 0.52969167 0.69338195 0.65795257] [ 0.51790365 0.456986 0.54171676 0.61490885 0.51951824] [ 0.22415648 0.6769545 0.30880845 0.82467888 0.46782587] [ 0.48052817 0.53776014 0.4799773 0.4861438 0.67818902] [ 0.73967198 0.54309332 0.39667937 0.61868239 0.39199068] [ 0.62065683 0.40962985 0.37367517 0.49960496 0.52047869] [ 0.42452406 0.56766471 0.45126141 0.77349638 0.46568754] [ 0.82711054 0.39335766 0.57214508 0.15525214 0.3494514 ] [ 0.45851263 0.51103472 0.53144366 0.48511852 0.54254418] [ 0.40315668 0.61884161 0.32661826 0.55870311 0.49187718] [ 0.74338014 0.44865794 0.48482269 0.42655395 0.44362431] [ 0.73132676 0.36428685 0.65533072 0.42647486 0.41193145] [ 0.27187919 0.55299669 0.47887456 0.61272849 0.46793366] [ 0.76572814 0.49841606 0.4657734 0.23659938 0.40924969] [ 0.79150588 0.50816748 0.42846785 0.26459543 0.27261599] [ 0.81903866 0.49820831 0.49600854 0.26739264 0.37303862] [ 0.43522585 0.54069323 0.52742289 0.72602387 0.52043344] [ 0.51858271 0.55899093 0.56558744 0.76968323 0.40747141] [ 0.25435332 0.59410017 0.42789293 0.7554053 0.43747315] [ 0.42134034 0.67827511 0.56986039 0.54184254 0.54950675] [ 0.59884008 0.46442357 0.59990919 0.49715929 0.41801692] [ 0.83042003 0.41057652 0.5788191 0.25636552 0.45212682] [ 0.71812631 0.48406995 0.39685166 0.48233988 0.33942986] [ 0.54995921 0.5396936 0.46338236 0.46454441 0.50276328] [ 0.79761533 0.47481405 0.52866045 0.39310189 0.45053107] [ 0.34557704 0.47114782 0.50545646 0.80354898 0.51822319] [ 0.44475584 0.52149241 0.6225928 0.73997005 0.47613734] [ 0.26899137 0.634099 0.34484179 0.86631355 0.51726528] [ 0.31517084 0.55014724 0.41043639 0.82098242 0.48891217] [ 0.58478142 0.407646 0.56211841 0.48821251 0.46758261] [ 0.22025043 0.72757722 0.46308643 0.71875025 0.61341209] [ 0.69943698 0.37988258 0.59545234 0.51009763 0.42745826] [ 0.54732034 0.43572343 0.59743683 0.3156789 0.52624331] [ 0.73714509 0.43696485 0.54530264 0.42782561 0.37618388] [ 0.68941071 0.53626292 0.50564092 0.47944977 0.50361671] [ 0.55566733 0.47945435 0.40047717 0.43619644 0.3705836 ] [ 0.65463526 0.39941777 0.50666496 0.32981694 0.37061343] [ 0.67067934 0.54581686 0.55219464 0.49350718 0.38799795] [ 0.9166392 0.35230332 0.46850552 0.19382422 0.32468668] [ 0.22318211 0.64011761 0.43038837 0.85654508 0.38275307] [ 0.46222216 0.67423994 0.47686791 0.75524058 0.53540321] [ 0.65035384 0.40268913 0.58669804 0.39786483 0.47885107] [ 0.6535161 0.55277147 0.40441348 0.32393663 0.33502286] [ 0.52588354 0.54494724 0.56200279 0.52410903 0.45848202] [ 0.36574183 0.67981756 0.46627057 0.61945267 0.34975476] [ 0.71979687 0.44212418 0.42298865 0.3769758 0.45340101] [ 0.24484049 0.61067631 0.46662505 0.71564305 0.58615081] [ 0.63768045 0.41941558 0.60880454 0.54613192 0.44123973] [ 0.39682056 0.61139073 0.48420982 0.51183746 0.45707118] [ 0.45517923 0.52437417 0.44601463 0.77352232 0.49802732] [ 0.76439776 0.37753296 0.62377189 0.42382126 0.3993421 ] [ 0.60541047 0.47845799 0.63620003 0.65874694 0.3969799 ] [ 0.69008139 0.57836282 0.41446285 0.47158888 0.30723133] [ 0.45606722 0.66732498 0.38199318 0.7074725 0.54668849] [ 0.7288071 0.41704435 0.56571366 0.25901391 0.44678012] [ 0.84798393 0.5762748 0.39061331 0.55329117 0.37428766] [ 0.42225696 0.4854031 0.62063166 0.66709826 0.58330931] [ 0.64685037 0.51798277 0.37418625 0.46175185 0.49809552] [ 0.37662826 0.69508583 0.42987002 0.68668424 0.48813588] [ 0.69927129 0.41700822 0.52932523 0.13274514 0.5148332 ] [ 0.19258955 0.58810258 0.54238673 0.66044911 0.65500586] [ 0.69232702 0.47764057 0.48168316 0.35366375 0.47990858] [ 0.80832774 0.44719714 0.45121995 0.32780806 0.36851389] [ 0.47771407 0.46898554 0.5490357 0.46115468 0.70086226] [ 0.25492907 0.46193894 0.39994531 0.85037246 0.58149394] [ 0.65789069 0.62100589 0.31732697 0.47861979 0.43595774] [ 0.15173903 0.60308901 0.54715293 0.87056349 0.58956551] [ 0.74373867 0.67546596 0.38811677 0.53663973 0.49355439] [ 0.49456069 0.38979942 0.54943237 0.34803713 0.5039909 ] [ 0.18465095 0.60292728 0.45470698 0.7678963 0.64162621] [ 0.68358811 0.34279716 0.41356966 0.26386134 0.41301746] [ 0.80565537 0.35856126 0.56284244 0.23153268 0.41928329] [ 0.69941351 0.64076793 0.35630598 0.51790537 0.34829265] [ 0.41145518 0.43744285 0.41168064 0.58658672 0.50658791] [ 0.64662264 0.57759711 0.52981802 0.46942432 0.40301042] Progress: 50.2% ... Training loss: 0.468 ... Validation loss: 0.768[ 0.7540481 0.32699192 0.61316636 0.41416951 0.41140215] [ 0.46749145 0.39094907 0.54093385 0.7950292 0.50830168] [ 0.30934478 0.46658961 0.38202733 0.69026518 0.5915643 ] [ 0.73227133 0.37627724 0.54835787 0.30705865 0.39199365] [ 0.62774408 0.40864769 0.29274055 0.37003097 0.42728374] [ 0.52408805 0.58991249 0.37126076 0.37592124 0.41186502] [ 0.47844077 0.47786415 0.5708433 0.56710513 0.3778817 ] [ 0.79297381 0.42169638 0.52768836 0.33226385 0.45453887] [ 0.49538829 0.59035832 0.43346238 0.57415069 0.53084792] [ 0.32879115 0.67064924 0.4313674 0.64043491 0.40295242] [ 0.68620141 0.52786631 0.46279655 0.38096989 0.40178203] [ 0.44550312 0.55836545 0.35902893 0.59731072 0.32694264] [ 0.47178935 0.42328115 0.65123965 0.5810367 0.53079808] [ 0.71580876 0.44533911 0.4444055 0.27591572 0.39761634] [ 0.72830815 0.35186975 0.60938 0.24956309 0.44844979] [ 0.33765838 0.48985748 0.51921154 0.51057779 0.47460588] [ 0.81078996 0.46738299 0.46167408 0.42432927 0.39058425] [ 0.47999354 0.54022735 0.52088909 0.69069436 0.50141346] [ 0.67997393 0.61526711 0.40144645 0.43104041 0.38951465] [ 0.68397206 0.50960025 0.59823754 0.41480768 0.48448317] [ 0.32129033 0.61075382 0.54379878 0.77470681 0.61191913] [ 0.36981299 0.7047593 0.48294097 0.7586147 0.51356037] [ 0.44059699 0.57012808 0.49058291 0.51463259 0.43782112] [ 0.577574 0.55507612 0.39189521 0.71258087 0.5767339 ] [ 0.36912166 0.71655942 0.44472998 0.56146086 0.54447235] [ 0.355651 0.43892056 0.57524061 0.48330429 0.58235238] [ 0.52334389 0.465841 0.55747441 0.41931588 0.46314124] [ 0.66667207 0.40683628 0.46931373 0.53923824 0.33134306] [ 0.37566916 0.46548822 0.51804514 0.58912987 0.58160611] [ 0.57611112 0.60629949 0.5449612 0.46254349 0.41409538] [ 0.50639558 0.54555488 0.36808144 0.47966813 0.50854318] [ 0.57506807 0.42938516 0.58011544 0.5720595 0.34251545] [ 0.35432135 0.56755704 0.49888238 0.8321249 0.51743163] [ 0.64948012 0.38455843 0.58477704 0.49287971 0.459812 ] [ 0.83771868 0.34727252 0.6169181 0.22138031 0.46021843] [ 0.64076432 0.41632011 0.46091742 0.52133558 0.34788829] [ 0.76639322 0.54929742 0.46021636 0.44686936 0.3649878 ] [ 0.26342576 0.60639117 0.40907773 0.7107764 0.48704718] [ 0.82869898 0.40202816 0.49670148 0.11911415 0.33448933] [ 0.25374282 0.5589025 0.3657164 0.85825161 0.60882464] [ 0.48598374 0.5772501 0.42550646 0.55894255 0.26672138] [ 0.51273131 0.47082724 0.56902708 0.50722307 0.58572452] [ 0.65388961 0.58037052 0.35787037 0.49822494 0.40720315] [ 0.50165238 0.7013378 0.36050441 0.74207367 0.42113106] [ 0.45709056 0.57179228 0.34419315 0.54612444 0.34244589] [ 0.81720449 0.50487056 0.50827693 0.35223945 0.45722635] [ 0.712697 0.45264082 0.47533608 0.46206276 0.42207013] [ 0.7781425 0.39941486 0.49866691 0.24587953 0.54095816] [ 0.26472597 0.66033426 0.33440103 0.85744177 0.57442258] [ 0.61813528 0.46081632 0.42680043 0.61911088 0.36069303] [ 0.5847653 0.57528366 0.39133547 0.29849371 0.37302087] [ 0.69525464 0.46169209 0.41088593 0.34586112 0.49795293] [ 0.68530009 0.4480821 0.49048289 0.26581515 0.48260395] [ 0.30600439 0.48357515 0.43060731 0.78812172 0.63292479] [ 0.52701531 0.38864387 0.65098863 0.30024184 0.55750248] [ 0.18714053 0.67254795 0.34023913 0.82895407 0.54465443] [ 0.54544777 0.54768967 0.56937129 0.60280958 0.41374306] [ 0.44713503 0.48557936 0.58682845 0.54889668 0.54828465] [ 0.82835569 0.44233031 0.46446662 0.24861863 0.32397216] [ 0.24210526 0.47812046 0.41283756 0.84652955 0.52000104] [ 0.36403754 0.64569457 0.372434 0.55287252 0.53033633] [ 0.36986551 0.54379797 0.54704617 0.64594691 0.60868414] [ 0.32690029 0.50180855 0.56554049 0.81871909 0.59022309] [ 0.63236585 0.40183075 0.48546215 0.54120558 0.46419468] [ 0.58594465 0.56381399 0.57698144 0.51253276 0.41983356] [ 0.6307608 0.45296076 0.5912601 0.60717066 0.3358644 ] [ 0.69475038 0.52599814 0.36676828 0.41419887 0.36097953] [ 0.41610502 0.58798462 0.31644391 0.63132162 0.55685804] [ 0.49473465 0.64674701 0.352985 0.53317311 0.46189228] [ 0.47545752 0.39665873 0.39909598 0.61428748 0.54837579] [ 0.66514472 0.40682279 0.41695778 0.59707761 0.32055094] [ 0.6128503 0.61802116 0.32474996 0.36177871 0.3289959 ] [ 0.25071626 0.75734777 0.34615965 0.80744674 0.59504583] [ 0.54670479 0.62815929 0.51433625 0.68196341 0.34683622] [ 0.44420863 0.46229951 0.45728421 0.69137338 0.67544719] [ 0.53129284 0.5995047 0.44606843 0.58168455 0.53139856] [ 0.46539164 0.56467408 0.33682902 0.578551 0.4949508 ] [ 0.64421473 0.44870132 0.47498276 0.38635864 0.43644565] [ 0.29529486 0.63993283 0.52899005 0.80164062 0.58520678] [ 0.76462503 0.43200722 0.52929031 0.2506044 0.28339057] [ 0.61299256 0.4716819 0.42241667 0.50077106 0.35226106] [ 0.77132999 0.43634304 0.43184359 0.40457146 0.53397007] [ 0.47920174 0.37670429 0.54082896 0.756547 0.4824642 ] [ 0.63105286 0.53367131 0.35888804 0.49993061 0.40240807] [ 0.58802996 0.44614822 0.52844221 0.6098961 0.46840819] [ 0.54118451 0.45444679 0.59785846 0.33484344 0.5156754 ] [ 0.42161321 0.52481043 0.3671445 0.71035157 0.3201712 ] [ 0.43364933 0.42571065 0.41983973 0.59675006 0.61518356] [ 0.39365449 0.45354923 0.576319 0.4304303 0.53868006] [ 0.71701852 0.65467248 0.50900133 0.37400787 0.42347766] [ 0.77120915 0.40398448 0.56120462 0.32396269 0.46885914] [ 0.67130974 0.4443143 0.49187049 0.19860725 0.23563968] [ 0.59255138 0.34599387 0.60137774 0.58057682 0.4661616 ] [ 0.6952376 0.2848279 0.59996799 0.37303163 0.42671453] [ 0.53845379 0.53493102 0.54542284 0.7839649 0.55516933] [ 0.65038877 0.52717066 0.56712065 0.37852379 0.40461558] [ 0.45193815 0.63917808 0.4371033 0.74429969 0.41550004] [ 0.44030765 0.5811065 0.36940077 0.52880148 0.4319324 ] [ 0.78413887 0.4229065 0.64281154 0.22871909 0.39889154] [ 0.33167081 0.55014113 0.41296279 0.60171044 0.48726441] [ 0.6713834 0.46359342 0.58949024 0.26566372 0.46860959] [ 0.83760379 0.33431751 0.44289156 0.33822949 0.38186526] [ 0.70575504 0.44600226 0.65541391 0.41562811 0.32945744] [ 0.66006981 0.52837256 0.41791883 0.291397 0.30762764] [ 0.88547212 0.42400627 0.50324359 0.18515154 0.29780403] [ 0.78294516 0.46249618 0.52929178 0.28176459 0.41447758] [ 0.6011321 0.39326149 0.47057555 0.44124576 0.4986462 ] [ 0.70707429 0.44171712 0.64670305 0.49788919 0.41401751] [ 0.80220742 0.31221882 0.63680717 0.22971749 0.45076546] [ 0.64024915 0.46310934 0.60481771 0.56419108 0.46227936] [ 0.35090791 0.53851698 0.49566221 0.53716968 0.62065878] [ 0.82810369 0.36407571 0.53386727 0.23333888 0.39227955] [ 0.59251965 0.50769184 0.49044202 0.52570979 0.50484781] [ 0.59561875 0.51325988 0.53732027 0.53943019 0.45735164] [ 0.49898337 0.49819647 0.53008923 0.42109611 0.62866749] [ 0.68239114 0.5423141 0.40973504 0.43134203 0.38483161] [ 0.70283852 0.50447681 0.57810778 0.19673889 0.53324748] [ 0.33464328 0.70050357 0.40701791 0.74652485 0.48826764] [ 0.20037301 0.55555456 0.46123628 0.85749757 0.5523518 ] [ 0.74260328 0.35800175 0.63756703 0.54767507 0.41079886] [ 0.75492976 0.48307011 0.5354498 0.3734648 0.28899866] [ 0.44108616 0.47091954 0.60084705 0.63406577 0.53011709] [ 0.34220981 0.60061578 0.40845013 0.61148275 0.51723085] [ 0.61817355 0.39291853 0.69246652 0.53897232 0.50333851] [ 0.59196441 0.51828335 0.44118351 0.40523933 0.49181518] [ 0.44251017 0.59662465 0.42355033 0.52180354 0.53114257] [ 0.43105019 0.63975806 0.4314752 0.55850719 0.46352354] [ 0.20884975 0.7262942 0.38601715 0.79854461 0.46141247] Progress: 50.2% ... Training loss: 0.468 ... Validation loss: 0.771[ 0.81662696 0.45535063 0.55341388 0.31708064 0.41265278] [ 0.44981136 0.53846391 0.5220527 0.73214408 0.44927394] [ 0.63982568 0.40810798 0.58723096 0.26069428 0.40296811] [ 0.55295984 0.58587835 0.39757861 0.58173355 0.48886342] [ 0.67413014 0.60868641 0.48144362 0.42509686 0.5567127 ] [ 0.69817439 0.48951265 0.51399412 0.37558449 0.40448095] [ 0.82488953 0.40489498 0.39023668 0.28377303 0.4553465 ] [ 0.34625843 0.51837123 0.47211743 0.7422325 0.64742618] [ 0.32958743 0.71839503 0.36070792 0.80648431 0.51369386] [ 0.84451461 0.5044556 0.33659349 0.35984281 0.31474171] [ 0.59935309 0.55085032 0.48877027 0.52276694 0.37467936] [ 0.59472529 0.51271659 0.51082354 0.68169993 0.41612259] [ 0.45305447 0.68233382 0.45285952 0.68250713 0.61254013] [ 0.52596828 0.58693829 0.60923214 0.61023707 0.36718638] [ 0.58920902 0.36060958 0.4789494 0.64919633 0.39459398] [ 0.5603914 0.41141675 0.49435735 0.50041444 0.41644995] [ 0.54658176 0.51183048 0.60711384 0.42896496 0.48705551] [ 0.395306 0.60195638 0.32322958 0.5358141 0.51924362] [ 0.49668603 0.55001692 0.44891596 0.42872909 0.53084015] [ 0.87490192 0.45088506 0.51927107 0.17245039 0.40083201] [ 0.59628314 0.57905899 0.57675529 0.5092214 0.47818321] [ 0.73548924 0.47259029 0.54742701 0.39114567 0.35473823] [ 0.86022316 0.3637096 0.53778356 0.09127622 0.42854265] [ 0.32899994 0.62652747 0.51672717 0.58866005 0.44014558] [ 0.34276266 0.68229446 0.4532336 0.61576074 0.38277672] [ 0.40577172 0.58781196 0.53561162 0.54970568 0.55887274] [ 0.58447469 0.48107266 0.6085332 0.73731417 0.42593454] [ 0.50444731 0.61141869 0.4986307 0.67299191 0.59141303] [ 0.27947576 0.74294119 0.31157626 0.83161819 0.58885263] [ 0.54205778 0.50523739 0.52401538 0.43645684 0.34888964] [ 0.68151347 0.34416759 0.69904071 0.35317862 0.44163258] [ 0.67135698 0.39851201 0.4925308 0.40344419 0.39370227] [ 0.82423533 0.29452568 0.53668608 0.15856176 0.37581173] [ 0.40803469 0.57019382 0.42809271 0.4627788 0.57220107] [ 0.27279419 0.65109194 0.42901205 0.61908135 0.4445053 ] [ 0.78543413 0.45976357 0.44629391 0.31885218 0.42718659] [ 0.87181874 0.46371343 0.55137041 0.21567918 0.42506899] [ 0.82918871 0.37054434 0.58528907 0.15912502 0.45515099] [ 0.55552102 0.58511885 0.52412302 0.59341922 0.32686966] [ 0.53819378 0.66091747 0.44171427 0.62830592 0.55286382] [ 0.61152201 0.46031604 0.48679369 0.71968564 0.34641942] [ 0.53082263 0.43610811 0.53168789 0.71095314 0.46125086] [ 0.14873568 0.67673285 0.39370406 0.87507181 0.43022966] [ 0.38032573 0.66857833 0.30317652 0.72455179 0.38993808] [ 0.602527 0.45008625 0.59993748 0.40316273 0.467835 ] [ 0.60880081 0.48579038 0.38618852 0.56377315 0.32965128] [ 0.61685135 0.57043005 0.44596077 0.2882937 0.4454556 ] [ 0.70972187 0.3553398 0.58493498 0.63243487 0.41753216] [ 0.59139261 0.50936773 0.42006814 0.5916379 0.34091221] [ 0.4358657 0.4246679 0.4202453 0.59555876 0.61482912] [ 0.19635098 0.54640131 0.55310758 0.72592704 0.57236229] [ 0.4756449 0.43636534 0.62209806 0.3962317 0.50805842] [ 0.85391 0.34323721 0.63323292 0.24803143 0.3455203 ] [ 0.29862798 0.50554572 0.39723344 0.83839021 0.44513089] [ 0.36596992 0.48518093 0.5946178 0.61928239 0.55503332] [ 0.70829295 0.38734012 0.52472702 0.42504536 0.44742107] [ 0.47953615 0.5770345 0.37307817 0.48115912 0.43929632] [ 0.677829 0.53951871 0.44159038 0.40389889 0.40557528] [ 0.28139821 0.58608233 0.52778285 0.56021212 0.56757727] [ 0.79789524 0.4505699 0.60415348 0.60878761 0.30947719] [ 0.79551523 0.49007207 0.50945835 0.21531003 0.38400494] [ 0.5190124 0.51624242 0.47172121 0.49938936 0.44052746] [ 0.41076418 0.46146751 0.47877985 0.72805439 0.43194753] [ 0.7790876 0.35749522 0.5806822 0.24110843 0.43446941] [ 0.60283589 0.56252639 0.39543348 0.52548639 0.51087863] [ 0.75420789 0.3744972 0.60868778 0.39400982 0.3958154 ] [ 0.58321351 0.39390824 0.56229788 0.27201719 0.4908293 ] [ 0.68217294 0.3819461 0.53264002 0.54482314 0.29026309] [ 0.38479052 0.52408454 0.37464524 0.56422517 0.45710467] [ 0.23686859 0.58110525 0.43973432 0.82892908 0.44834424] [ 0.74195136 0.33672531 0.59624726 0.35172903 0.44296188] [ 0.79846815 0.39456147 0.60086926 0.15528458 0.38935511] [ 0.68852171 0.373747 0.59411466 0.35827165 0.34951528] [ 0.65670974 0.50504013 0.4770935 0.32267474 0.54117604] [ 0.5709222 0.44675061 0.44347315 0.69800793 0.52049204] [ 0.71601626 0.3712732 0.62211248 0.48858189 0.3925609 ] [ 0.69998719 0.36623711 0.57375585 0.11731504 0.51631466] [ 0.76339303 0.37075786 0.44610649 0.15572099 0.41157391] [ 0.37730247 0.59265811 0.48092761 0.62002103 0.58015833] [ 0.27390072 0.7444261 0.29284771 0.74273147 0.51185759] [ 0.72123017 0.40787026 0.55537905 0.26544073 0.46498348] [ 0.54253357 0.49218187 0.58122849 0.71857344 0.53822482] [ 0.63328318 0.46388288 0.59018612 0.540671 0.57401565] [ 0.74064436 0.41606808 0.51197678 0.33602852 0.47956514] [ 0.57329378 0.50896242 0.4752811 0.46542051 0.65023322] [ 0.63421716 0.36315863 0.52366079 0.6135133 0.4607573 ] [ 0.58676262 0.63831614 0.42471316 0.52628572 0.41112215] [ 0.80266618 0.34604781 0.48665096 0.31970727 0.51153619] [ 0.29199996 0.62917664 0.5216258 0.50021087 0.45121506] [ 0.35770964 0.6027171 0.45762869 0.59697132 0.51080469] [ 0.46930037 0.61323897 0.23193376 0.66950303 0.41570143] [ 0.76920748 0.49537474 0.58787084 0.47452795 0.39622559] [ 0.82706327 0.36693889 0.63740387 0.18270644 0.41473961] [ 0.44361394 0.41930914 0.44370377 0.47803982 0.45902961] [ 0.62317623 0.4410235 0.62679099 0.55948521 0.49756535] [ 0.2159759 0.58656089 0.42567953 0.74390957 0.40644343] [ 0.29264676 0.69365552 0.31672962 0.82739651 0.44775768] [ 0.60174944 0.52730705 0.42919617 0.55820678 0.46173238] [ 0.54472894 0.54300395 0.45620373 0.59080148 0.33917039] [ 0.74793754 0.4811328 0.49671128 0.26693052 0.2892205 ] [ 0.58064103 0.50710284 0.52921387 0.45665905 0.38974624] [ 0.495872 0.52066966 0.5021451 0.44511799 0.55255679] [ 0.73925082 0.47158429 0.4631908 0.34019538 0.43432487] [ 0.51143215 0.50021618 0.59204732 0.77616503 0.4960695 ] [ 0.62819891 0.57630945 0.40104498 0.35644204 0.26981524] [ 0.32669031 0.45413476 0.51928691 0.44750783 0.605355 ] [ 0.5154491 0.58402802 0.38960512 0.51660592 0.46550097] [ 0.43552705 0.49629906 0.56873029 0.40049435 0.43466454] [ 0.65343585 0.37639878 0.62900026 0.34259302 0.47618634] [ 0.31361245 0.61406035 0.5372389 0.79628874 0.62979952] [ 0.52345256 0.51414765 0.52164834 0.42037609 0.3857221 ] [ 0.33895056 0.5624011 0.4971386 0.57763209 0.54107956] [ 0.73104532 0.45499091 0.48527164 0.1911544 0.4576527 ] [ 0.4011642 0.39214518 0.44167952 0.60234631 0.58941832] [ 0.74421032 0.52667813 0.5489261 0.21577978 0.55699256] [ 0.55738308 0.56906609 0.30566129 0.34747025 0.41989685] [ 0.44005134 0.59626068 0.50832672 0.50844067 0.59127026] [ 0.73690435 0.54834559 0.57359709 0.41511485 0.54341115] [ 0.57270284 0.43942511 0.6156018 0.70265455 0.49708475] [ 0.47972424 0.57781714 0.29260628 0.87969081 0.3984111 ] [ 0.59667618 0.55012108 0.32804588 0.44252864 0.39109894] [ 0.61826363 0.44587001 0.43400441 0.38441983 0.47914253] [ 0.12394789 0.66102731 0.42291548 0.8150123 0.51700637] [ 0.72452915 0.39498623 0.46611644 0.55866697 0.41627798] [ 0.31423644 0.70593833 0.45699272 0.6187978 0.55945061] [ 0.49207476 0.49875208 0.50868377 0.65416183 0.53264351] [ 0.79660225 0.38289753 0.5219312 0.25022554 0.33052955] [ 0.73022758 0.55362429 0.46072113 0.45504076 0.47061773] Progress: 50.3% ... Training loss: 0.468 ... Validation loss: 0.770[ 0.51606116 0.57252643 0.5398003 0.65139259 0.591978 ] [ 0.74878197 0.4536684 0.5421561 0.68054288 0.35808296] [ 0.83907727 0.42085621 0.568547 0.38469996 0.38284436] [ 0.79886281 0.49554987 0.50995781 0.28328897 0.3857018 ] [ 0.77491145 0.33857624 0.54512965 0.36219047 0.41607412] [ 0.25501514 0.65387697 0.43473439 0.70126139 0.43027056] [ 0.43741283 0.59713992 0.48134279 0.79521397 0.55578128] [ 0.22312163 0.69853889 0.47841072 0.74052111 0.48873614] [ 0.77885234 0.44483049 0.38746371 0.24401687 0.34668585] [ 0.90281876 0.37999668 0.42396476 0.18452157 0.29609549] [ 0.50884922 0.47642214 0.50513367 0.53790856 0.39644716] [ 0.83107873 0.37550701 0.64789777 0.17194835 0.40468548] [ 0.64901851 0.50596244 0.58149364 0.5335192 0.48294606] [ 0.82690056 0.40793445 0.47372726 0.2589445 0.34547795] [ 0.51532649 0.44149575 0.58172626 0.67871726 0.39329874] [ 0.39039471 0.67301491 0.29443307 0.49786917 0.35442493] [ 0.51225081 0.56203174 0.47434461 0.70313566 0.335967 ] [ 0.61527789 0.38592357 0.49221484 0.37190437 0.4981128 ] [ 0.32837328 0.6899904 0.42076596 0.6570086 0.41924374] [ 0.87673949 0.29101986 0.54485377 0.20397415 0.35735768] [ 0.52414808 0.54915691 0.46514213 0.45484037 0.55065791] [ 0.61753713 0.58019188 0.47591619 0.53601763 0.41437777] [ 0.39879392 0.66472309 0.33822845 0.76630263 0.27149185] [ 0.72967077 0.42641856 0.60172082 0.4204849 0.43308151] [ 0.24283132 0.65663087 0.39306926 0.59923515 0.54465486] [ 0.61484233 0.45854036 0.41769132 0.4301821 0.46291771] [ 0.78968665 0.49576334 0.40989948 0.26723588 0.32341448] [ 0.42788151 0.55291807 0.38753366 0.53437767 0.47187873] [ 0.42806458 0.53620593 0.50845252 0.77375389 0.4697781 ] [ 0.60425178 0.43599387 0.64087102 0.36345678 0.54262637] [ 0.4575592 0.49396747 0.55020839 0.43849923 0.58775629] [ 0.72284519 0.57180868 0.39893926 0.38224153 0.36072984] [ 0.51453135 0.57379135 0.37577945 0.4391819 0.42399554] [ 0.71218476 0.46726324 0.60963425 0.36985474 0.5471047 ] [ 0.24826892 0.61929292 0.4001789 0.88666898 0.55205357] [ 0.46896959 0.47742188 0.49808186 0.6331963 0.55091234] [ 0.75439992 0.46344888 0.59661584 0.43807541 0.39525594] [ 0.45430585 0.54815425 0.34114178 0.51810213 0.48456549] [ 0.2987139 0.64949577 0.32119394 0.61164423 0.45365384] [ 0.82266081 0.34519119 0.61557394 0.23570132 0.40149969] [ 0.50842354 0.48776701 0.45325533 0.52160693 0.51076614] [ 0.72730067 0.46022937 0.52083373 0.29198431 0.38645848] [ 0.59371284 0.44737768 0.56640314 0.305641 0.37090056] [ 0.25094109 0.64805623 0.34097323 0.77071715 0.56271244] [ 0.63111436 0.41262637 0.58873148 0.60836081 0.44816336] [ 0.7806515 0.55164051 0.51943779 0.47130059 0.45253226] [ 0.60262515 0.37451819 0.54929699 0.2561936 0.40537278] [ 0.30349846 0.62336376 0.53969244 0.81903032 0.4859929 ] [ 0.34176948 0.48140546 0.43134345 0.76186948 0.64385491] [ 0.28810492 0.62460014 0.46956436 0.65582412 0.4139751 ] [ 0.69686195 0.55527582 0.41775747 0.51910027 0.36952856] [ 0.13740865 0.67167162 0.40843504 0.87307658 0.61534545] [ 0.31435655 0.6330664 0.52788042 0.54797741 0.63398174] [ 0.42924246 0.41310852 0.61417246 0.66668908 0.52390509] [ 0.75828359 0.42220383 0.34212647 0.28474741 0.37611729] [ 0.72675499 0.53282382 0.44149245 0.37002732 0.39453837] [ 0.61684251 0.59537231 0.48612752 0.55959298 0.55088016] [ 0.54272397 0.59454298 0.48567156 0.52347342 0.51875883] [ 0.41399391 0.55425618 0.38394094 0.33624431 0.49947332] [ 0.3544282 0.72325517 0.41607712 0.76351779 0.50081795] [ 0.85604765 0.41306794 0.54253075 0.2486376 0.41194739] [ 0.67173608 0.47998565 0.4134552 0.27697185 0.22141388] [ 0.4056305 0.56081989 0.54889336 0.78277389 0.44514364] [ 0.41910167 0.59076173 0.36190408 0.70204657 0.30014093] [ 0.76149034 0.43564165 0.51142221 0.32424716 0.4172579 ] [ 0.54542926 0.51936963 0.49811533 0.76803885 0.39909909] [ 0.64601958 0.39847883 0.59906284 0.30002523 0.56193418] [ 0.83736369 0.49095516 0.54484208 0.28734287 0.34449605] [ 0.66276623 0.41748825 0.43316451 0.48179993 0.42513112] [ 0.70378067 0.49966136 0.534842 0.37435726 0.38499017] [ 0.48175413 0.63684573 0.46822711 0.70954201 0.46580159] [ 0.69712737 0.44254129 0.61328926 0.20743538 0.49637718] [ 0.25384494 0.49749093 0.54259663 0.75892694 0.57383793] [ 0.56994382 0.57087525 0.48084593 0.47783267 0.35591832] [ 0.20306821 0.61702371 0.35906042 0.86479916 0.5241361 ] [ 0.35947884 0.57316478 0.42813647 0.78357927 0.58570633] [ 0.46637451 0.46028927 0.58025415 0.6533495 0.58704675] [ 0.6322782 0.58468989 0.42109365 0.36127621 0.42356044] [ 0.45900406 0.48738685 0.49453348 0.82494376 0.53169794] [ 0.80048859 0.31890235 0.55975307 0.27286353 0.40105502] [ 0.25285414 0.53847367 0.44911344 0.82765668 0.48071029] [ 0.80365472 0.54734829 0.43505407 0.33575461 0.31428279] [ 0.80224298 0.44866554 0.51769444 0.2862124 0.33550196] [ 0.6268065 0.56312406 0.36544557 0.53342026 0.42772915] [ 0.7050607 0.4127748 0.52391029 0.6915341 0.42676062] [ 0.5062676 0.501765 0.54199314 0.55957512 0.54888762] [ 0.67146433 0.51983668 0.52876288 0.30290631 0.40092091] [ 0.45304838 0.48854038 0.59072404 0.7338668 0.34301528] [ 0.33371066 0.57220643 0.48127368 0.78440209 0.56420004] [ 0.15088207 0.72102767 0.33872053 0.71092131 0.51243422] [ 0.72997869 0.66771619 0.27883634 0.72157913 0.30261431] [ 0.69750881 0.2738992 0.55692669 0.63876279 0.38774876] [ 0.47595989 0.6688319 0.55975268 0.52569784 0.44420278] [ 0.20460901 0.52743433 0.32109623 0.794016 0.51986885] [ 0.57442797 0.46754066 0.5170518 0.53289838 0.47510181] [ 0.50602188 0.42630407 0.58743287 0.5374033 0.47143726] [ 0.41510635 0.51139537 0.47579241 0.4327863 0.56090549] [ 0.26456933 0.53490718 0.55288728 0.83191687 0.67760154] [ 0.49695241 0.51353129 0.56805405 0.41568353 0.50561736] [ 0.77490256 0.51275069 0.59067257 0.4270484 0.33319593] [ 0.43689547 0.47153382 0.43797856 0.51126756 0.42545873] [ 0.46416855 0.52686736 0.49537729 0.81272121 0.45526087] [ 0.54375015 0.52849686 0.45665129 0.66731986 0.44956633] [ 0.78344021 0.48730755 0.53724942 0.36842518 0.32286225] [ 0.7178332 0.46136922 0.60383433 0.36173184 0.36837086] [ 0.57484288 0.34996364 0.44262734 0.49928616 0.44851333] [ 0.69376079 0.38771485 0.50983849 0.2876159 0.3870506 ] [ 0.74563668 0.33543071 0.46161143 0.35226327 0.49565594] [ 0.71169223 0.46000754 0.43272358 0.26560359 0.47334524] [ 0.46368336 0.56975487 0.49260023 0.63976059 0.59688911] [ 0.65044054 0.58169763 0.40915558 0.18979498 0.35688664] [ 0.63930308 0.41972195 0.52454567 0.4754318 0.52030477] [ 0.79034667 0.56034281 0.38180615 0.35061163 0.31187872] [ 0.53681373 0.48904282 0.47409735 0.49952618 0.49974751] [ 0.45852405 0.5235499 0.52704232 0.68377514 0.61293597] [ 0.28423522 0.43197624 0.46002284 0.78687175 0.4843515 ] [ 0.44934862 0.61246629 0.44213122 0.58289977 0.54991329] [ 0.41034763 0.59550588 0.47788543 0.80939007 0.60240267] [ 0.50943696 0.63155436 0.34095779 0.668208 0.39418915] [ 0.4137632 0.54180729 0.55711537 0.6606308 0.46117918] [ 0.53575593 0.52995216 0.58838874 0.58817612 0.57185153] [ 0.48445818 0.49481546 0.48907847 0.60946589 0.52308307] [ 0.78679492 0.34922445 0.58361614 0.21993824 0.42211368] [ 0.31834175 0.50136291 0.35763546 0.82768209 0.53169033] [ 0.47400505 0.61464123 0.41914201 0.49899916 0.40242393] [ 0.71311249 0.42988013 0.65904262 0.5400098 0.43698239] [ 0.57831343 0.52565763 0.47489519 0.34592408 0.49734116] [ 0.69176857 0.3946799 0.53899538 0.3793083 0.51568211] Progress: 50.4% ... Training loss: 0.467 ... Validation loss: 0.769[ 0.18761042 0.66850444 0.30515114 0.66702197 0.55237372] [ 0.56888525 0.54123681 0.43958508 0.60461358 0.51772487] [ 0.53932037 0.38710356 0.53877702 0.67454582 0.36386781] [ 0.58221215 0.37583259 0.50806593 0.68590751 0.49019596] [ 0.33320348 0.65635862 0.28828759 0.58057519 0.43043771] [ 0.55558789 0.57003059 0.30530998 0.34835755 0.4202622 ] [ 0.32838108 0.64447117 0.47896613 0.82476075 0.61416639] [ 0.47476234 0.4565361 0.59019067 0.59670452 0.58708063] [ 0.8308832 0.39327136 0.47322291 0.33974372 0.38888361] [ 0.50020735 0.49621472 0.50862683 0.51275387 0.4281233 ] [ 0.47729293 0.67309117 0.46020473 0.73130794 0.47922114] [ 0.38969157 0.47634249 0.55653622 0.82205445 0.40975012] [ 0.7033432 0.32282192 0.52828394 0.61486419 0.47067206] [ 0.45470476 0.53269755 0.59782928 0.7077492 0.43185625] [ 0.65117042 0.63853557 0.50379001 0.44808778 0.35937072] [ 0.50521679 0.49291184 0.56550017 0.55522215 0.42768125] [ 0.61914627 0.41408843 0.49567798 0.41351913 0.41785222] [ 0.21724792 0.65090448 0.45159962 0.89122082 0.57768785] [ 0.87425849 0.37085037 0.48253683 0.30903445 0.39509294] [ 0.27536426 0.51179274 0.40575025 0.80313179 0.48912331] [ 0.6029552 0.31063153 0.68073025 0.57779101 0.47589469] [ 0.50347781 0.70077586 0.36069043 0.74114479 0.42096758] [ 0.27351856 0.60555335 0.44671847 0.83587819 0.44657151] [ 0.73265546 0.32915291 0.63427746 0.20254011 0.40444976] [ 0.78014796 0.39337546 0.40344146 0.15446012 0.30308858] [ 0.30432724 0.51887839 0.43542179 0.69325101 0.51507325] [ 0.33359446 0.46233279 0.49031195 0.83819799 0.50131711] [ 0.60654352 0.34161388 0.37589318 0.27631395 0.35801708] [ 0.60967996 0.68380954 0.24089186 0.61335487 0.44516008] [ 0.60436463 0.43973975 0.38781729 0.38425773 0.38625679] [ 0.46677379 0.47633713 0.5439623 0.53681035 0.56681879] [ 0.32338164 0.58179186 0.4260821 0.71043884 0.66011569] [ 0.33791807 0.60234723 0.28127555 0.72342798 0.42454112] [ 0.25003246 0.69587777 0.39487986 0.74415685 0.5151906 ] [ 0.62419435 0.53286432 0.41843959 0.49008772 0.33778324] [ 0.37457717 0.63767893 0.38446529 0.81227098 0.61213731] [ 0.27707064 0.60937206 0.33729473 0.8354952 0.47292834] [ 0.73874717 0.43660504 0.62195788 0.36910237 0.42604677] [ 0.22105096 0.61558039 0.56382122 0.8724944 0.56211038] [ 0.69826901 0.43590504 0.52684374 0.30576494 0.47952509] [ 0.81722055 0.39793006 0.48626242 0.3244714 0.42822 ] [ 0.24926803 0.61863155 0.45600934 0.87902928 0.54200886] [ 0.55022035 0.47901539 0.60898079 0.30374888 0.58086735] [ 0.53162787 0.5994897 0.44603715 0.5813782 0.53142327] [ 0.14394538 0.74049159 0.42439158 0.80621091 0.52508552] [ 0.31573851 0.51107569 0.50975372 0.63782314 0.55407861] [ 0.74159166 0.42617814 0.54011243 0.67218513 0.40306404] [ 0.46456918 0.62408161 0.4928638 0.56305633 0.39346856] [ 0.35008661 0.47192049 0.42889686 0.69399472 0.54201751] [ 0.69371982 0.47594324 0.50509853 0.33873926 0.4288228 ] [ 0.31701741 0.67559344 0.40464744 0.71623587 0.45005355] [ 0.61466478 0.5038474 0.45763654 0.47271929 0.41693599] [ 0.38859248 0.63377708 0.53508509 0.71106177 0.50781535] [ 0.58047622 0.3323369 0.50669281 0.38318476 0.45383962] [ 0.62459235 0.45488824 0.3655707 0.51512962 0.42759822] [ 0.52302888 0.62331797 0.48249386 0.55948222 0.51308064] [ 0.59335598 0.55274737 0.37120283 0.69922448 0.41320264] [ 0.36829583 0.68827679 0.35439476 0.7758262 0.50458078] [ 0.48266668 0.44900862 0.49345478 0.63346453 0.39693276] [ 0.53639262 0.67507746 0.47879648 0.52324869 0.54041142] [ 0.74158943 0.52538183 0.44849864 0.40309466 0.37768397] [ 0.69396252 0.45905377 0.50206705 0.20139564 0.44735595] [ 0.83791646 0.46053123 0.46871432 0.2572343 0.38043761] [ 0.61209387 0.39862141 0.57243705 0.29901479 0.47611393] [ 0.44409986 0.59610961 0.42370943 0.52083126 0.53099296] [ 0.51694211 0.55986923 0.35709185 0.57425769 0.41945719] [ 0.45985926 0.45850181 0.59682748 0.50325554 0.37229226] [ 0.2755278 0.73880925 0.4465882 0.69767491 0.48175508] [ 0.31977054 0.50312334 0.53929441 0.72576214 0.42545313] [ 0.3468734 0.56241608 0.53013165 0.76655383 0.52318036] [ 0.44918742 0.60114393 0.34358292 0.63687373 0.45810656] [ 0.38970823 0.48716666 0.59457848 0.62094409 0.54555281] [ 0.33748469 0.68319013 0.4018633 0.58923712 0.57907501] [ 0.62104804 0.55125064 0.52213053 0.35440463 0.53145828] [ 0.53799873 0.50332678 0.51235379 0.68954884 0.36765458] [ 0.58128875 0.53419989 0.52140724 0.44840859 0.43152952] [ 0.37809401 0.43619231 0.61479002 0.7648053 0.56622468] [ 0.39913781 0.48456307 0.58239117 0.6317843 0.63630453] [ 0.6829559 0.43684757 0.57011852 0.42613554 0.36440711] [ 0.69569318 0.51269604 0.30104799 0.35446637 0.38574776] [ 0.44659345 0.48647283 0.34075693 0.75368057 0.40263401] [ 0.72256826 0.47250073 0.42710127 0.40111323 0.386205 ] [ 0.55694694 0.41097106 0.54333361 0.37841752 0.45539305] [ 0.80531889 0.32616602 0.59304953 0.25981764 0.37790405] [ 0.73680503 0.4262036 0.52925832 0.3411712 0.47221446] [ 0.52041385 0.45402128 0.53220242 0.61807282 0.43646555] [ 0.60670914 0.52853031 0.47942498 0.49582206 0.42648491] [ 0.50572129 0.39950097 0.47707619 0.55832662 0.49593136] [ 0.39994597 0.52036637 0.36329635 0.74395491 0.38064755] [ 0.76203346 0.43331285 0.52097992 0.2908295 0.48715485] [ 0.68705223 0.52273845 0.42650578 0.3078322 0.43906396] [ 0.68277378 0.42023488 0.61432948 0.5106984 0.43013089] [ 0.71790934 0.49192951 0.66580653 0.37417227 0.44864131] [ 0.28979416 0.59694893 0.38764695 0.81771222 0.41264393] [ 0.87934854 0.42664133 0.55494512 0.1495902 0.37170828] [ 0.1424152 0.63581174 0.43874844 0.8074189 0.66996801] [ 0.47303517 0.63202732 0.41026917 0.50393708 0.47993463] [ 0.75328836 0.47805347 0.59271467 0.52174121 0.40124919] [ 0.60401848 0.40370176 0.50884201 0.53403556 0.40555392] [ 0.6056931 0.41872693 0.41691472 0.53656004 0.37564622] [ 0.74011987 0.53243758 0.5377423 0.26102175 0.39200467] [ 0.5281687 0.46180228 0.49705852 0.40201368 0.41464873] [ 0.66503182 0.46663523 0.5516389 0.48429088 0.41958111] [ 0.50899044 0.45994291 0.55168623 0.69021258 0.35057833] [ 0.37641706 0.69409849 0.39143863 0.75457924 0.46021146] [ 0.68023306 0.4872425 0.4868143 0.61687367 0.41645369] [ 0.36304979 0.5001284 0.52703789 0.70346127 0.40227622] [ 0.69234947 0.47767035 0.48168153 0.35367686 0.47989552] [ 0.67620375 0.49254098 0.5468737 0.60936828 0.45754871] [ 0.66629285 0.65953428 0.55530443 0.51472027 0.46513443] [ 0.80752853 0.40185706 0.48796056 0.26724756 0.4281766 ] [ 0.57615156 0.52352196 0.41691687 0.42602619 0.51324007] [ 0.61670736 0.54649903 0.47158556 0.39786231 0.39738137] [ 0.81044867 0.42041369 0.40610026 0.35425972 0.30226088] [ 0.65697292 0.46155296 0.42735187 0.57882307 0.53314416] [ 0.70947069 0.4183929 0.61611912 0.51833589 0.47332334] [ 0.73210052 0.36397623 0.6554454 0.42568974 0.41183421] [ 0.71975381 0.46898482 0.53336559 0.36649137 0.44008571] [ 0.78201823 0.55747488 0.40914053 0.48259857 0.46369975] [ 0.2410898 0.64073212 0.51376927 0.9024226 0.529407 ] [ 0.35423199 0.64614008 0.60020131 0.64782983 0.65333655] [ 0.50613508 0.54857844 0.61116108 0.63583453 0.46697518] [ 0.43703788 0.58109318 0.48665783 0.74635294 0.33467306] [ 0.33671815 0.62545052 0.45260902 0.81783619 0.45083622] [ 0.29073898 0.53109438 0.39744164 0.57026676 0.40817844] [ 0.8470797 0.33494696 0.43792171 0.18896589 0.41242865] [ 0.24221974 0.56998536 0.39355981 0.74621397 0.57975354] [ 0.47122642 0.49978746 0.52873231 0.72672975 0.39454811] Progress: 50.4% ... Training loss: 0.467 ... Validation loss: 0.770[ 0.59246515 0.51429614 0.48628934 0.46929472 0.56002524] [ 0.62777079 0.50537023 0.41457301 0.38871807 0.36411444] [ 0.69427282 0.45246734 0.50897842 0.40754397 0.44855524] [ 0.73364997 0.43150841 0.42891853 0.2228437 0.42639731] [ 0.68214363 0.41593648 0.54048422 0.3238884 0.43351694] [ 0.27406916 0.57287679 0.378028 0.71990235 0.56637779] [ 0.70528901 0.34435275 0.47457978 0.32586187 0.32278157] [ 0.28596337 0.47577264 0.5218207 0.70510369 0.54586601] [ 0.32739914 0.70679701 0.5270414 0.79184009 0.65496188] [ 0.73260157 0.32146422 0.52069513 0.32749061 0.45152378] [ 0.45800851 0.52436097 0.52248181 0.70810281 0.52473688] [ 0.50956333 0.5773592 0.33963461 0.4779123 0.47908193] [ 0.87769197 0.42428782 0.53357979 0.27850535 0.39605146] [ 0.45484868 0.59735349 0.40690785 0.6277621 0.51492601] [ 0.12482542 0.7040072 0.42527822 0.84561264 0.6799022 ] [ 0.73130564 0.55547407 0.42468393 0.61599352 0.42148224] [ 0.75911027 0.50528475 0.46255497 0.37708781 0.43328415] [ 0.63768502 0.43066963 0.51066987 0.59684696 0.32920266] [ 0.34435542 0.46297191 0.32906735 0.6084311 0.54207753] [ 0.32199228 0.5709806 0.59570997 0.62268614 0.69551392] [ 0.57990533 0.57024096 0.4694868 0.46299686 0.41403873] [ 0.76023609 0.51554099 0.46060428 0.314109 0.2750943 ] [ 0.55772513 0.47498375 0.41410333 0.49629456 0.47972378] [ 0.80737146 0.46683477 0.5466867 0.38257324 0.40724389] [ 0.81220088 0.36511286 0.61247566 0.1548981 0.4613821 ] [ 0.55434269 0.61910957 0.52353311 0.53856727 0.34347409] [ 0.43909347 0.59424107 0.47593178 0.32794333 0.39146944] [ 0.39457453 0.56837538 0.36863993 0.47545926 0.45750087] [ 0.38525581 0.70797796 0.47088247 0.81302409 0.59985967] [ 0.39636527 0.57425618 0.58283539 0.74984968 0.52096755] [ 0.43894169 0.46169329 0.49800509 0.470796 0.50366694] [ 0.2581262 0.51559764 0.47696816 0.80528993 0.54142348] [ 0.42320386 0.47449297 0.50674802 0.66623871 0.59592969] [ 0.62128613 0.35190784 0.37419271 0.52192631 0.34230182] [ 0.33984042 0.52127458 0.55870621 0.5815291 0.57183279] [ 0.62289381 0.4566703 0.57935382 0.64159884 0.46510604] [ 0.53697198 0.5479152 0.39144033 0.54653025 0.56608485] [ 0.44971415 0.49412544 0.62768941 0.66002911 0.52277074] [ 0.45915359 0.42632468 0.45366 0.52745398 0.44441468] [ 0.77232159 0.39582844 0.60961122 0.26771223 0.43012535] [ 0.32605878 0.60129795 0.41118161 0.56350363 0.43353227] [ 0.41178633 0.56532563 0.42429935 0.48235206 0.62084108] [ 0.43730787 0.57448706 0.57908122 0.55362873 0.63493482] [ 0.36177872 0.49862045 0.47617222 0.79372634 0.57184788] [ 0.77711118 0.35760226 0.56146745 0.29604213 0.32591573] [ 0.56237647 0.51038643 0.48628056 0.45188346 0.40930363] [ 0.76594445 0.3376876 0.59502738 0.39310383 0.41484403] [ 0.73826306 0.34084559 0.66152676 0.51477687 0.35701073] [ 0.20544376 0.64317285 0.36594869 0.77271387 0.49731362] [ 0.4231509 0.46105532 0.59675117 0.61557575 0.45613727] [ 0.8310345 0.45628618 0.52477624 0.23425177 0.42903466] [ 0.71682936 0.45707179 0.45810745 0.21804319 0.46829278] [ 0.58901735 0.50905935 0.5819902 0.29612695 0.55051784] [ 0.62308341 0.43069783 0.43875828 0.37942763 0.60008249] [ 0.76165086 0.43269908 0.48981077 0.13899269 0.3220269 ] [ 0.19784413 0.75238321 0.30605248 0.77987743 0.54964368] [ 0.29895503 0.53055429 0.5780349 0.83705088 0.59859242] [ 0.59771857 0.51829551 0.43778159 0.37767165 0.46478305] [ 0.4671955 0.56979783 0.45637565 0.35750022 0.32121887] [ 0.57775547 0.33850456 0.4462833 0.53663856 0.36527638] [ 0.25511918 0.68524343 0.42532545 0.71421795 0.50971848] [ 0.87242977 0.36971215 0.44361807 0.13916031 0.40290843] [ 0.2670564 0.55279341 0.49717515 0.88690226 0.66802225] [ 0.3154582 0.53373837 0.42301224 0.6261205 0.4723573 ] [ 0.36685075 0.48889683 0.50240044 0.73117966 0.50824182] [ 0.3682547 0.63133372 0.48641335 0.53658602 0.58409974] [ 0.62009134 0.56247521 0.38577522 0.43971652 0.43715196] [ 0.47754074 0.60295254 0.52870288 0.65049215 0.58949203] [ 0.39724766 0.5645539 0.59265084 0.67515373 0.46300941] [ 0.58050603 0.48963939 0.59746201 0.48736771 0.41836016] [ 0.54923888 0.68785246 0.29162663 0.54666739 0.36140751] [ 0.67274345 0.54758431 0.45358162 0.51908576 0.5948948 ] [ 0.45714202 0.56317068 0.56336552 0.4895358 0.52859372] [ 0.73826088 0.34693417 0.66646424 0.4399268 0.45239935] [ 0.44331631 0.56512979 0.29371832 0.55164525 0.28516167] [ 0.57408663 0.53967021 0.49179333 0.5763396 0.36311206] [ 0.40089791 0.73476973 0.3315937 0.64942579 0.5315288 ] [ 0.83096876 0.38423911 0.5306045 0.15586468 0.35711284] [ 0.80394512 0.41648325 0.47875482 0.39651111 0.45879143] [ 0.45845391 0.64619757 0.40604736 0.55751077 0.50872677] [ 0.57529092 0.45062352 0.68582599 0.61205251 0.48143385] [ 0.60011416 0.44588024 0.54816275 0.32595841 0.49440161] [ 0.86375241 0.44724795 0.56800583 0.25327961 0.28922416] [ 0.66048697 0.42898011 0.54346174 0.30184793 0.5437029 ] [ 0.38430029 0.53842177 0.54129357 0.58273849 0.53960914] [ 0.73381021 0.42222983 0.45248259 0.3245526 0.52261908] [ 0.65756086 0.55178968 0.48309457 0.25695193 0.39453723] [ 0.50351356 0.57533242 0.62658462 0.61991129 0.58807278] [ 0.84898251 0.36489979 0.60667157 0.20192263 0.3930014 ] [ 0.77280771 0.42875502 0.56768093 0.25448183 0.36312727] [ 0.30714281 0.6354481 0.3965054 0.80208203 0.45425294] [ 0.47726698 0.65585636 0.4478488 0.57263133 0.38523515] [ 0.62599998 0.51506027 0.37929686 0.47977417 0.34877002] [ 0.60530249 0.44625325 0.58859187 0.55804955 0.47257641] [ 0.55497718 0.66761559 0.41108393 0.66438618 0.46675371] [ 0.6245065 0.5669839 0.44642542 0.59367875 0.3192612 ] [ 0.58247935 0.41632452 0.59847332 0.33182225 0.46438543] [ 0.46434349 0.43310241 0.36238608 0.58791343 0.41671591] [ 0.76574632 0.46246017 0.46509991 0.6289607 0.41131432] [ 0.6815121 0.45895862 0.43036447 0.38233875 0.45309633] [ 0.55560274 0.57282159 0.406484 0.54752408 0.58528296] [ 0.16018098 0.62269981 0.35535866 0.73504692 0.4910761 ] [ 0.57760849 0.47111655 0.51420254 0.66631381 0.32340252] [ 0.22639742 0.56000176 0.46350623 0.77972003 0.60840401] [ 0.68096972 0.41974672 0.43432769 0.53794394 0.41344022] [ 0.70838456 0.49117548 0.35419676 0.35020426 0.33593837] [ 0.40921845 0.53294766 0.34814825 0.57315181 0.36637428] [ 0.30611589 0.5473571 0.6244671 0.75494766 0.41795728] [ 0.4688574 0.48376718 0.56988004 0.65136719 0.45270229] [ 0.4428444 0.5083666 0.49181791 0.54973914 0.46476182] [ 0.39802368 0.57834664 0.42825277 0.48116624 0.45448341] [ 0.43894735 0.59582673 0.43409262 0.74089044 0.56844555] [ 0.60616874 0.46570465 0.60170061 0.32086588 0.53005719] [ 0.50894221 0.540313 0.35991818 0.58249249 0.40825495] [ 0.35013139 0.56550154 0.52016108 0.60100582 0.60833757] [ 0.46956593 0.6153422 0.55801602 0.5074696 0.52590939] [ 0.47320503 0.4802441 0.63760179 0.75620976 0.5817668 ] [ 0.32056677 0.61380493 0.42236833 0.5226698 0.60635191] [ 0.20652786 0.59577618 0.49757112 0.70046998 0.48334965] [ 0.72702709 0.52197285 0.36000956 0.28848606 0.3571613 ] [ 0.76150993 0.3016453 0.5903216 0.17981408 0.48008267] [ 0.69005777 0.41465114 0.47665833 0.19605959 0.27407557] [ 0.77233092 0.54775579 0.46739822 0.31004629 0.35232785] [ 0.68272694 0.61420502 0.40183881 0.42926238 0.38912356] [ 0.26686985 0.54660907 0.5330676 0.85361479 0.54099856] [ 0.57098557 0.54004467 0.3951686 0.31663665 0.44167095] [ 0.56195925 0.44983662 0.61406311 0.39676791 0.49351943] [ 0.56044394 0.6328695 0.47241961 0.60007388 0.4387587 ] Progress: 50.5% ... Training loss: 0.467 ... Validation loss: 0.770[ 0.59195228 0.38141027 0.48679455 0.64709053 0.39877222] [ 0.35977958 0.71330153 0.33572833 0.66524288 0.41500679] [ 0.50945049 0.57744195 0.3396063 0.47804622 0.4791129 ] [ 0.55584303 0.58632617 0.42000048 0.60199623 0.38171823] [ 0.65262807 0.44904194 0.69204416 0.64935071 0.43869033] [ 0.45432891 0.53333599 0.42197866 0.53803057 0.36664891] [ 0.55459861 0.46711269 0.44977672 0.6400708 0.59025239] [ 0.37258565 0.55298701 0.27849036 0.70643141 0.37294534] [ 0.50496137 0.47000265 0.52833194 0.55006223 0.51871155] [ 0.26641783 0.56014763 0.54927008 0.7087563 0.52905279] [ 0.4736044 0.61481329 0.41904131 0.49901036 0.40249214] [ 0.71106647 0.46201193 0.58949935 0.33511491 0.5356529 ] [ 0.31557768 0.65956443 0.32774101 0.75317942 0.5425734 ] [ 0.62778373 0.50020769 0.59895528 0.34535201 0.56541427] [ 0.55401539 0.49939336 0.57063143 0.62289055 0.4974247 ] [ 0.28581603 0.69367912 0.35363196 0.81794531 0.54479923] [ 0.83216081 0.4109499 0.49250494 0.27498888 0.41703498] [ 0.75253149 0.5048915 0.56378329 0.40729071 0.45092157] [ 0.65319391 0.48009597 0.51130179 0.18258598 0.51464238] [ 0.61427235 0.59900131 0.42141708 0.51517095 0.35346321] [ 0.69185132 0.45471604 0.60716382 0.31382748 0.47639011] [ 0.49156043 0.46835771 0.56840965 0.71213138 0.45981694] [ 0.86925765 0.35931088 0.64635725 0.17625609 0.33636101] [ 0.75675141 0.45965948 0.38988905 0.1786862 0.27107158] [ 0.5682526 0.44044849 0.55335899 0.70170377 0.48547218] [ 0.43602291 0.57734425 0.46686327 0.60206476 0.42812939] [ 0.61707898 0.4822377 0.48836085 0.40874116 0.47393261] [ 0.562812 0.52597495 0.40552813 0.42034354 0.48213774] [ 0.71773301 0.46837408 0.37460256 0.3056026 0.43591007] [ 0.5723 0.48424207 0.33138988 0.38786235 0.45272369] [ 0.7686735 0.25313016 0.57949211 0.2649608 0.41739423] [ 0.74717321 0.50210663 0.49220028 0.32588215 0.3499078 ] [ 0.68187419 0.57238821 0.37423815 0.43297629 0.53859652] [ 0.91616077 0.35303533 0.46816137 0.19420247 0.32487226] [ 0.52836011 0.40317507 0.57008463 0.29439116 0.54754969] [ 0.32539127 0.57594447 0.46246383 0.7774445 0.40419049] [ 0.5848289 0.52233167 0.45761027 0.75132811 0.36043129] [ 0.79413563 0.46269383 0.49438764 0.20310268 0.29517912] [ 0.3627192 0.55235278 0.50715465 0.73212506 0.63399312] [ 0.39759822 0.55806456 0.42164954 0.76989339 0.56053141] [ 0.54880333 0.59170665 0.41141449 0.3790592 0.44136184] [ 0.66886499 0.43110762 0.63094098 0.44379643 0.46198011] [ 0.84110139 0.42057484 0.57555921 0.20794594 0.4453952 ] [ 0.65937998 0.55626767 0.52589335 0.49286111 0.50644606] [ 0.24155788 0.67779587 0.36128063 0.61169771 0.48464967] [ 0.62724504 0.51750258 0.43315798 0.52838668 0.35606173] [ 0.66713437 0.46058329 0.60692705 0.19263037 0.47440049] [ 0.55499602 0.51513527 0.51568607 0.65411735 0.37996392] [ 0.22380356 0.6446448 0.41587724 0.64869917 0.56717433] [ 0.16528045 0.73842559 0.4236072 0.77448017 0.46072731] [ 0.61286002 0.54521146 0.52825471 0.46723169 0.60306449] [ 0.70753815 0.46523499 0.40335196 0.33496066 0.32657835] [ 0.68032138 0.46233029 0.48871021 0.285688 0.44388051] [ 0.3161767 0.63588043 0.39092036 0.75395789 0.53547318] [ 0.23776852 0.53733092 0.62220971 0.71811103 0.69459734] [ 0.47727927 0.56819397 0.5190829 0.45721532 0.46535629] [ 0.49981872 0.49869539 0.48551045 0.43954066 0.42518981] [ 0.46678499 0.66660005 0.41071451 0.76522047 0.49692165] [ 0.4538031 0.49898667 0.51102273 0.63644873 0.3938155 ] [ 0.82972358 0.31619904 0.5446888 0.21765481 0.38403383] [ 0.84701345 0.36938334 0.60993521 0.16242415 0.40475082] [ 0.43121117 0.62202966 0.35081662 0.40536973 0.43660315] [ 0.43580597 0.5986433 0.49125671 0.67174318 0.42163786] [ 0.71370251 0.52798777 0.51161498 0.3381979 0.39656739] [ 0.29734876 0.61257924 0.50145738 0.82516685 0.55736174] [ 0.53594686 0.48658385 0.37772437 0.60408888 0.42382854] [ 0.45756417 0.53550962 0.50371628 0.7602676 0.40280165] [ 0.57716511 0.51857905 0.39522595 0.75434002 0.37334364] [ 0.65789891 0.61862825 0.41808966 0.56713327 0.34472831] [ 0.72548941 0.4183017 0.61382541 0.59442607 0.31193104] [ 0.17845703 0.59057912 0.29595408 0.74698956 0.54090038] [ 0.26984568 0.52727482 0.42468507 0.83941719 0.47287727] [ 0.24713664 0.56700598 0.42700878 0.70196003 0.54600505] [ 0.61215177 0.39742355 0.46037566 0.59166902 0.48820492] [ 0.48287964 0.53638913 0.43919611 0.42328474 0.42853321] [ 0.42693992 0.6107826 0.41096983 0.46441605 0.43118571] [ 0.39156431 0.47301806 0.52451158 0.49167099 0.54594534] [ 0.72378552 0.42170189 0.47759786 0.31554125 0.4575384 ] [ 0.71564477 0.5134713 0.40013486 0.27546551 0.36339657] [ 0.39776328 0.60704172 0.43841197 0.54040814 0.46364696] [ 0.32923185 0.55817282 0.54587491 0.69858259 0.54284419] [ 0.34716113 0.55215008 0.48964453 0.53422862 0.31505165] [ 0.41243047 0.56893813 0.42179895 0.46201207 0.31571865] [ 0.57154238 0.55655623 0.50752325 0.50613525 0.45689863] [ 0.27686097 0.53021635 0.59656997 0.80815547 0.64930543] [ 0.37055298 0.64481403 0.35320319 0.73536627 0.47321703] [ 0.68159326 0.49098668 0.49252647 0.39004716 0.43657672] [ 0.65319391 0.48009597 0.51130179 0.18258598 0.51464238] [ 0.33305378 0.54545429 0.55406345 0.65291731 0.38373548] [ 0.73757499 0.52708762 0.45813454 0.33633169 0.311171 ] [ 0.35804511 0.66555096 0.34892207 0.72291983 0.4857557 ] [ 0.41056999 0.64685214 0.47211063 0.76106889 0.47480903] [ 0.23727991 0.53141684 0.41835086 0.89076537 0.5153638 ] [ 0.86360695 0.38379664 0.60698568 0.25742642 0.40471019] [ 0.60495886 0.57266733 0.34225298 0.39810603 0.45213603] [ 0.2390347 0.59817764 0.40371195 0.60180171 0.60752701] [ 0.54966606 0.49057065 0.48262914 0.4701425 0.43417577] [ 0.66255427 0.43007014 0.54083907 0.67304916 0.42867029] [ 0.7368125 0.51293317 0.41782033 0.3191874 0.36896555] [ 0.7706474 0.43247488 0.45732225 0.36893076 0.54532873] [ 0.68187419 0.57238821 0.37423815 0.43297629 0.53859652] [ 0.50496137 0.47000265 0.52833194 0.55006223 0.51871155] [ 0.72548941 0.4183017 0.61382541 0.59442607 0.31193104] [ 0.30156538 0.43850791 0.42909996 0.55365439 0.74792981] [ 0.31747521 0.64948847 0.31522336 0.73276241 0.50700794] [ 0.44463707 0.6484258 0.29494044 0.60070743 0.41461803] [ 0.3857602 0.48361153 0.53014212 0.87060612 0.5628532 ] [ 0.74948082 0.44094858 0.43088012 0.28111984 0.33347625] [ 0.47705553 0.65315107 0.46110154 0.67346586 0.5141179 ] [ 0.72036793 0.36945778 0.68698049 0.51708236 0.36209571] [ 0.55736167 0.57281094 0.41877414 0.38493027 0.49267554] [ 0.51701368 0.54289522 0.44762484 0.45487654 0.52186162] [ 0.67822667 0.50230783 0.5085391 0.35996522 0.48737076] [ 0.36669675 0.49000506 0.49919375 0.67229966 0.49607808] [ 0.34306153 0.49012564 0.54508257 0.70640351 0.57360225] [ 0.38109356 0.61156593 0.36814803 0.76356155 0.32439833] [ 0.51839294 0.57923441 0.40015816 0.68271533 0.5018158 ] [ 0.64075999 0.47152238 0.45219178 0.41361671 0.41028636] [ 0.65948185 0.46324685 0.43698666 0.39084699 0.38302902] [ 0.75224569 0.52337154 0.59636954 0.51794044 0.41820183] [ 0.63152601 0.4974334 0.45623043 0.51321326 0.50152113] [ 0.56835611 0.37602885 0.49254329 0.26678425 0.37438242] [ 0.24212226 0.70382523 0.33059164 0.71469061 0.56759503] [ 0.39812061 0.55661365 0.42452378 0.72485448 0.59255295] [ 0.69981514 0.55611003 0.5439213 0.35148404 0.37293309] [ 0.60988136 0.53974644 0.3322472 0.39565045 0.4171639 ] [ 0.31963758 0.57223486 0.484027 0.65672802 0.51798376] [ 0.09670288 0.70362497 0.3616007 0.8736811 0.55068737] Progress: 50.5% ... Training loss: 0.466 ... Validation loss: 0.767[ 0.7909656 0.36795431 0.60350081 0.12752898 0.45365179] [ 0.60032757 0.3352351 0.31385751 0.30117747 0.41458727] [ 0.65508544 0.50186507 0.65129467 0.43392295 0.45594353] [ 0.58896479 0.52053199 0.41280902 0.58799208 0.39897775] [ 0.30568043 0.54767489 0.37894829 0.766208 0.54418325] [ 0.51088572 0.45956947 0.48907627 0.797529 0.59557148] [ 0.80343804 0.48425076 0.52817528 0.36752616 0.44638121] [ 0.25216351 0.64528502 0.41175081 0.83987675 0.56941397] [ 0.7135817 0.33990537 0.65782626 0.47502836 0.46942962] [ 0.46351542 0.5664456 0.53000596 0.7755229 0.63561427] [ 0.67845711 0.41042885 0.49380018 0.25564332 0.42114098] [ 0.57958934 0.36973804 0.53487417 0.49474575 0.37245921] [ 0.38448028 0.5142821 0.57632371 0.74013664 0.61318086] [ 0.33188599 0.65933801 0.39940532 0.6845178 0.51945834] [ 0.86175356 0.41332454 0.54551884 0.32569321 0.28718401] [ 0.59641563 0.48871297 0.56507521 0.43555643 0.40977695] [ 0.24642632 0.51030367 0.36604192 0.86199841 0.6085072 ] [ 0.74251989 0.5621369 0.43494936 0.35348666 0.40590036] [ 0.84985991 0.46346669 0.46745197 0.38470311 0.38622083] [ 0.28182905 0.6981475 0.42847579 0.68121645 0.47548105] [ 0.82273643 0.38101658 0.62383842 0.1656892 0.46780503] [ 0.53694743 0.54897924 0.34728735 0.39024471 0.38433849] [ 0.62505238 0.39528059 0.52012656 0.50231929 0.30101961] [ 0.5902239 0.49212329 0.41782128 0.41569824 0.41933773] [ 0.36932286 0.56364319 0.36726821 0.62934953 0.38159608] [ 0.69535652 0.47867032 0.42838343 0.70750502 0.39971418] [ 0.78279744 0.35831552 0.677465 0.47085901 0.34756741] [ 0.5781365 0.59146468 0.40889003 0.57772232 0.40451503] [ 0.67509962 0.46774747 0.57095989 0.48581029 0.32620949] [ 0.736054 0.31714177 0.56015814 0.20348902 0.36909497] [ 0.42494249 0.58417034 0.3578384 0.55592105 0.34339635] [ 0.30299579 0.66581603 0.41057352 0.5191871 0.55550354] [ 0.60585431 0.35624074 0.57554529 0.68374701 0.51033522] [ 0.78283746 0.4409815 0.57094282 0.24748292 0.49815313] [ 0.39735003 0.46929818 0.46348584 0.66896743 0.64745898] [ 0.80426695 0.35362966 0.54221861 0.25071407 0.42750648] [ 0.62127812 0.53646506 0.40118322 0.43882975 0.45999853] [ 0.47748697 0.62688987 0.35493882 0.52277881 0.48110381] [ 0.70107153 0.43965714 0.64089581 0.67842429 0.40086667] [ 0.70901906 0.45615971 0.54547742 0.21662663 0.54964717] [ 0.56054339 0.5754685 0.45499464 0.55315519 0.43613127] [ 0.34248943 0.70053235 0.34373645 0.7876644 0.50356822] [ 0.17205325 0.65509807 0.41571777 0.90111535 0.59781706] [ 0.89102381 0.33244412 0.40323113 0.21867782 0.3736822 ] [ 0.64947482 0.51691845 0.37455485 0.45993754 0.49775591] [ 0.31037116 0.6169699 0.39471961 0.67427419 0.42716274] [ 0.56896018 0.61576852 0.45711852 0.47085881 0.64859218] [ 0.45695185 0.66713152 0.38200046 0.70669268 0.54672851] [ 0.6359401 0.45244971 0.45487438 0.43886036 0.51811259] [ 0.21156511 0.60237922 0.38161134 0.77710598 0.64887257] [ 0.39520993 0.62283246 0.48624275 0.42367601 0.37466852] [ 0.47366339 0.69159447 0.36113104 0.49779281 0.56745752] [ 0.26790038 0.57806175 0.54540931 0.70599753 0.5135109 ] [ 0.60210141 0.49830181 0.46647343 0.50724589 0.4104493 ] [ 0.48076111 0.59757554 0.43479241 0.49273052 0.6408306 ] [ 0.59023493 0.44916871 0.56565929 0.30743498 0.37149018] [ 0.57997038 0.38486769 0.32697612 0.4696528 0.41320935] [ 0.68533954 0.62351714 0.50745105 0.4061187 0.44168143] [ 0.81232108 0.41781096 0.37389674 0.30132878 0.34961747] [ 0.48559062 0.43964156 0.42570434 0.62988407 0.57201574] [ 0.31442018 0.54852636 0.47617838 0.85539223 0.61901825] [ 0.40059575 0.4630353 0.39985254 0.65305083 0.37024716] [ 0.58464839 0.4215889 0.58674948 0.52983526 0.4988729 ] [ 0.36785339 0.55734249 0.40178689 0.73260819 0.40378587] [ 0.75660705 0.42416868 0.64911701 0.17647067 0.49489344] [ 0.68324161 0.52828121 0.52570543 0.39307078 0.44746068] [ 0.34002908 0.54059736 0.59734402 0.65218371 0.50474006] [ 0.75397021 0.56492732 0.384495 0.44957045 0.37831967] [ 0.55079651 0.59153112 0.46388112 0.7423689 0.48394992] [ 0.58074997 0.42054292 0.41597834 0.4209515 0.33328869] [ 0.15372691 0.59055772 0.49536331 0.87489444 0.64521349] [ 0.13219775 0.63048741 0.42468012 0.84882898 0.58243369] [ 0.49145829 0.36686084 0.43535841 0.36430921 0.46758999] [ 0.69668162 0.52280598 0.40554379 0.29812389 0.44689711] [ 0.73078995 0.4507873 0.45914292 0.24653322 0.44295008] [ 0.7431477 0.48958269 0.50159036 0.3397909 0.34039211] [ 0.72128158 0.41411843 0.46517234 0.3045162 0.39452089] [ 0.25745111 0.61879794 0.50451676 0.7001518 0.5716488 ] [ 0.31498 0.67389262 0.43850731 0.73667377 0.49409471] [ 0.29266537 0.70804288 0.38070546 0.60998322 0.45121919] [ 0.67393869 0.44860772 0.42797173 0.33913056 0.50764213] [ 0.67508832 0.39356415 0.65971499 0.37176597 0.45161783] [ 0.54078637 0.53684453 0.55576089 0.68474955 0.50681365] [ 0.39757648 0.5032071 0.52017834 0.8111762 0.5662905 ] [ 0.52462754 0.45928087 0.42126338 0.53888925 0.62045208] [ 0.59498542 0.57358679 0.5534064 0.48204522 0.43060956] [ 0.33128028 0.69197284 0.41220672 0.68237116 0.45224383] [ 0.38696232 0.51411797 0.51214018 0.79901199 0.56111154] [ 0.32818912 0.53391777 0.4195772 0.7017619 0.57872622] [ 0.71130098 0.4432707 0.48305468 0.35250293 0.33189589] [ 0.62972129 0.54376133 0.61008996 0.51003952 0.47783355] [ 0.55555602 0.43782242 0.46239163 0.46884165 0.46126213] [ 0.44099886 0.53166175 0.46223153 0.66561024 0.31776736] [ 0.52425794 0.56950414 0.53760494 0.60145285 0.48436542] [ 0.4746797 0.53631797 0.45211467 0.64030708 0.65815978] [ 0.62294611 0.64216309 0.35158241 0.59236419 0.37873351] [ 0.73762295 0.43745817 0.62160967 0.36993433 0.42635029] [ 0.80038318 0.40982647 0.58730828 0.27514755 0.46427184] [ 0.32841465 0.72592047 0.29843817 0.68501288 0.51810743] [ 0.68065357 0.64984367 0.42657909 0.52250913 0.50390015] [ 0.57147454 0.42378151 0.52728868 0.31595054 0.70071549] [ 0.59250454 0.55611591 0.33171722 0.67409493 0.56022993] [ 0.82951864 0.35650732 0.50569846 0.30176562 0.45016127] [ 0.64825823 0.53874613 0.36575736 0.47695908 0.34013895] [ 0.49096889 0.46833274 0.4079159 0.47165224 0.50908036] [ 0.47280168 0.59223686 0.42739395 0.50107773 0.54669549] [ 0.47956127 0.58035046 0.65989702 0.41518785 0.58306633] [ 0.48884132 0.53290625 0.64083144 0.63889136 0.47320075] [ 0.52217528 0.46078506 0.45815003 0.6911545 0.35594867] [ 0.4601999 0.51272016 0.44780572 0.61914407 0.31560778] [ 0.59670937 0.46946103 0.60407322 0.65935645 0.32852689] [ 0.52441733 0.66409876 0.34367741 0.39946589 0.35551429] [ 0.46371062 0.46592997 0.5930729 0.55078944 0.58021182] [ 0.68199947 0.45041924 0.47798593 0.53798554 0.31678039] [ 0.83447881 0.43040271 0.56853891 0.35169985 0.36701625] [ 0.61518769 0.59701662 0.42306432 0.36089069 0.32573796] [ 0.33966277 0.58051475 0.5437347 0.52629786 0.61713697] [ 0.7946457 0.40611912 0.56706846 0.14660279 0.33205415] [ 0.47029997 0.46618912 0.52160384 0.53783718 0.45441885] [ 0.75304728 0.45653988 0.38365068 0.49345043 0.45545038] [ 0.41594803 0.52414359 0.42634101 0.62788207 0.63962998] [ 0.33934455 0.57017001 0.42221136 0.65818817 0.38676558] [ 0.32052231 0.55548281 0.57710008 0.84249273 0.59265355] [ 0.77553623 0.50759809 0.55006886 0.29717534 0.40246863] [ 0.7368791 0.55090252 0.57672275 0.30909135 0.53138637] [ 0.55597992 0.55930454 0.52352481 0.43938285 0.38336227] [ 0.40893322 0.57025791 0.45577542 0.49587875 0.4375962 ] [ 0.49349885 0.52945302 0.53463125 0.6583182 0.45688522] Progress: 50.5% ... Training loss: 0.466 ... Validation loss: 0.767[ 0.53613807 0.48128836 0.35789907 0.39123751 0.4617814 ] [ 0.26111799 0.67777088 0.50234836 0.64681581 0.56338168] [ 0.3442615 0.48559231 0.45505496 0.65216385 0.53988596] [ 0.46583386 0.48474269 0.52059026 0.66244619 0.43078128] [ 0.49172838 0.52874817 0.50739755 0.65978886 0.44497114] [ 0.76779939 0.36636402 0.63008219 0.4535153 0.3349003 ] [ 0.52703438 0.44585085 0.45307995 0.60274705 0.29583203] [ 0.34303039 0.57043787 0.49713128 0.74896851 0.57164681] [ 0.5263298 0.49076943 0.56356932 0.58519957 0.44830163] [ 0.23581867 0.58189884 0.39306776 0.88376813 0.5655838 ] [ 0.43581699 0.5908276 0.41520713 0.5280137 0.35048251] [ 0.68434633 0.47158885 0.47888633 0.41111754 0.4671155 ] [ 0.63229054 0.38733512 0.44442984 0.5251743 0.54490923] [ 0.57804024 0.33444214 0.43047907 0.43455176 0.44470897] [ 0.78396624 0.35972046 0.38742808 0.34603422 0.42457447] [ 0.47563262 0.56638298 0.49262986 0.42444834 0.54698752] [ 0.86414337 0.32116722 0.64097698 0.12877711 0.31364417] [ 0.41934245 0.69695854 0.27808469 0.65887536 0.49497643] [ 0.52403768 0.55879957 0.37336391 0.30115381 0.37121401] [ 0.75468302 0.43015201 0.42381399 0.15841559 0.26327933] [ 0.78096015 0.61660492 0.54239738 0.46765187 0.41016537] [ 0.58784677 0.62652203 0.47055185 0.33109368 0.4766201 ] [ 0.55028583 0.53266985 0.52532217 0.43527525 0.43960443] [ 0.4088726 0.53958321 0.46658113 0.85082189 0.52895585] [ 0.50333476 0.50976386 0.50537859 0.66003557 0.42483278] [ 0.44826046 0.49449233 0.52155042 0.51245484 0.45181684] [ 0.67170107 0.52778679 0.50044105 0.45046329 0.3677586 ] [ 0.28913659 0.51986076 0.61730877 0.72066744 0.62296691] [ 0.51742302 0.48695048 0.30027244 0.71018725 0.39669731] [ 0.26295413 0.5539956 0.56184142 0.76019779 0.63315643] [ 0.75870802 0.37805687 0.5200474 0.24111209 0.33549259] [ 0.6145161 0.43188907 0.3725919 0.44325832 0.40757122] [ 0.24612903 0.52087808 0.5058383 0.74026551 0.59101569] [ 0.68630657 0.47551045 0.52444678 0.4270301 0.44031879] [ 0.53696987 0.4286017 0.60592517 0.49305308 0.52647024] [ 0.47329186 0.54158109 0.45697537 0.59661757 0.41918258] [ 0.2646524 0.70128748 0.32909173 0.83499681 0.4840607 ] [ 0.4386399 0.66290093 0.49690732 0.52065331 0.4813699 ] [ 0.69767967 0.35699429 0.71671197 0.23154008 0.55678454] [ 0.25855562 0.68862453 0.43557089 0.69477932 0.58548079] [ 0.25246243 0.6336775 0.39833456 0.81949182 0.46759693] [ 0.86586441 0.3788012 0.56055183 0.13705401 0.39025631] [ 0.45009238 0.5473375 0.59799668 0.75815783 0.52000817] [ 0.2994404 0.63810545 0.52972995 0.79989532 0.58461894] [ 0.35424757 0.58078419 0.48322624 0.63765371 0.65202647] [ 0.37978208 0.47486025 0.48477457 0.56112542 0.47140166] [ 0.60930959 0.40003244 0.57182828 0.3003754 0.476628 ] [ 0.55968473 0.45721667 0.57228184 0.30194806 0.61713381] [ 0.56177838 0.5630062 0.39435645 0.76137901 0.43140409] [ 0.54050136 0.61192706 0.39192109 0.48869986 0.39509902] [ 0.39316593 0.56712113 0.47011816 0.70875762 0.57706994] [ 0.75067975 0.5317099 0.34240388 0.54124885 0.42204761] [ 0.20066531 0.64621892 0.45269971 0.85780329 0.45703636] [ 0.39738951 0.57117773 0.45262576 0.4816648 0.50730099] [ 0.3834816 0.55205408 0.32194782 0.64259027 0.45397378] [ 0.84111766 0.40325076 0.51590743 0.12176618 0.28640085] [ 0.5609163 0.51392882 0.42906164 0.475885 0.59395259] [ 0.56095458 0.45163956 0.51901911 0.5674843 0.46225487] [ 0.62088034 0.58965129 0.52598491 0.5322924 0.39883307] [ 0.48442517 0.63553738 0.45914944 0.75588988 0.42102786] [ 0.47854163 0.62633943 0.38840498 0.80154392 0.5915746 ] [ 0.46038847 0.52956804 0.65061953 0.69612582 0.56774466] [ 0.70353624 0.41777858 0.60455504 0.6465175 0.42522701] [ 0.49000773 0.46911063 0.56809141 0.71296718 0.46009322] [ 0.36096157 0.48039943 0.44731052 0.48223871 0.67312247] [ 0.62115471 0.38569277 0.52126977 0.25634736 0.47864451] [ 0.46961882 0.71546615 0.5312938 0.77748704 0.58054345] [ 0.74306173 0.41658766 0.5821984 0.61822546 0.42072314] [ 0.53706319 0.44326617 0.44192589 0.18062605 0.34061565] [ 0.63491284 0.45569623 0.5628269 0.48844403 0.47040479] [ 0.69862051 0.39242354 0.61595636 0.72196833 0.38450831] [ 0.58349186 0.42607244 0.58775344 0.57003946 0.45964768] [ 0.56878663 0.63802408 0.40666866 0.60716297 0.41732492] [ 0.41289126 0.50870156 0.47788812 0.65950175 0.62087558] [ 0.48398073 0.55075495 0.4293544 0.47185619 0.43981613] [ 0.25147801 0.69639459 0.42675972 0.9007608 0.59671274] [ 0.27478777 0.62005196 0.48879839 0.57136203 0.44065036] [ 0.66918646 0.53392338 0.49384292 0.42389169 0.40146138] [ 0.2994404 0.63810545 0.52972995 0.79989532 0.58461894] [ 0.5762985 0.511126 0.50156036 0.74049281 0.41414488] [ 0.21457104 0.53417384 0.34929689 0.89171225 0.62514272] [ 0.26150912 0.64061701 0.37729733 0.82057247 0.41618613] [ 0.54711819 0.43865738 0.3802705 0.38641526 0.40945274] [ 0.24862191 0.68579985 0.34305266 0.6697691 0.45193179] [ 0.4652961 0.6429543 0.34862401 0.7057731 0.41059283] [ 0.62279445 0.5085063 0.55121758 0.4585849 0.5371135 ] [ 0.46064398 0.6410161 0.50901867 0.62711784 0.52738515] [ 0.78589041 0.4603897 0.53895532 0.34364032 0.34994265] [ 0.44561766 0.44846884 0.58305292 0.53357368 0.53455381] [ 0.57230503 0.69047637 0.46756126 0.5729167 0.38023317] [ 0.63187465 0.53774236 0.60513976 0.44607971 0.47945856] [ 0.80701756 0.50112284 0.55623299 0.27984218 0.40885659] [ 0.65068095 0.54769028 0.408058 0.51118014 0.40672125] [ 0.7016842 0.41474545 0.64361322 0.28532703 0.5196921 ] [ 0.15635954 0.58350604 0.47343889 0.88787704 0.59797257] [ 0.54013363 0.55031682 0.47083222 0.45752903 0.65433326] [ 0.47249022 0.48870855 0.57509937 0.60232799 0.41285913] [ 0.86028734 0.54085434 0.46516461 0.38600631 0.35857601] [ 0.45755295 0.4272319 0.57026521 0.7482779 0.52907931] [ 0.71167741 0.34895951 0.48747682 0.38975759 0.36936884] [ 0.45507578 0.52624773 0.38686905 0.65099796 0.41296148] [ 0.28234562 0.63525101 0.37845044 0.69657291 0.50311183] [ 0.22679057 0.58351867 0.56097387 0.89171829 0.68559584] [ 0.47383927 0.72844894 0.35630763 0.71516355 0.45186577] [ 0.58854586 0.55615539 0.45247892 0.56100256 0.58823976] [ 0.63234563 0.50315946 0.44532743 0.46765843 0.5524244 ] [ 0.27552604 0.66482725 0.48640246 0.60782893 0.50713007] [ 0.23789358 0.70385994 0.366319 0.83126659 0.55066838] [ 0.66077445 0.44648694 0.55140261 0.29477385 0.52730568] [ 0.20288853 0.64712531 0.37821809 0.59233639 0.5486189 ] [ 0.28661249 0.65680856 0.26168377 0.84980199 0.53032467] [ 0.83580388 0.32247103 0.57631457 0.16530514 0.44740166] [ 0.75993392 0.53260704 0.60620411 0.4121855 0.41685605] [ 0.49309897 0.61316884 0.43783025 0.71360337 0.5470851 ] [ 0.38614397 0.61728796 0.62589106 0.63299602 0.45290857] [ 0.31462793 0.66568524 0.46757912 0.56231321 0.47455568] [ 0.74130057 0.52579231 0.44831743 0.40325365 0.37781168] [ 0.83082316 0.34813288 0.65662329 0.26296074 0.42231016] [ 0.62085404 0.44488295 0.49280702 0.33060827 0.55382605] [ 0.57640894 0.66085013 0.62170277 0.53954282 0.51307807] [ 0.38225685 0.57581434 0.46281849 0.69117033 0.38408378] [ 0.70302879 0.40976944 0.48865454 0.29675803 0.44107814] [ 0.56353475 0.64865773 0.31711285 0.39808641 0.36234147] [ 0.45517297 0.5447249 0.48802588 0.32179998 0.44584524] [ 0.80632318 0.47389723 0.50789343 0.28609531 0.38396483] [ 0.233274 0.64903204 0.53165066 0.71792317 0.71447877] [ 0.67497538 0.43662366 0.51229288 0.2492066 0.42774867] [ 0.61749885 0.46604944 0.58088146 0.44565487 0.47302303] Progress: 50.6% ... Training loss: 0.466 ... Validation loss: 0.767[ 0.55770401 0.38570465 0.48071839 0.32692253 0.45278241] [ 0.70275007 0.59914946 0.41811881 0.64753897 0.4626373 ] [ 0.76844434 0.37737303 0.35299464 0.29602509 0.48397159] [ 0.62405417 0.5879229 0.63102144 0.52767173 0.46130231] [ 0.76899027 0.40255261 0.57187691 0.39287949 0.45901687] [ 0.34997444 0.68420646 0.40694424 0.81706407 0.57105511] [ 0.57365422 0.41853342 0.35656587 0.38030396 0.36756741] [ 0.56685337 0.44367119 0.46078965 0.76578673 0.42409833] [ 0.40618219 0.5008345 0.53265395 0.52244167 0.45264335] [ 0.65052571 0.3637239 0.5712605 0.61750398 0.43371376] [ 0.82511886 0.47809503 0.47436208 0.3989651 0.39000455] [ 0.5908508 0.47706344 0.53989793 0.49419691 0.39415527] [ 0.43722384 0.59745064 0.48118465 0.79509953 0.55593801] [ 0.51153661 0.54310348 0.41533749 0.53066722 0.26960526] [ 0.44191806 0.70367426 0.30423056 0.74964236 0.42050785] [ 0.66481554 0.44467725 0.64312715 0.67512619 0.37030077] [ 0.41033574 0.65063203 0.43320883 0.83748978 0.50121778] [ 0.35617696 0.50407222 0.60899859 0.74464699 0.6579965 ] [ 0.25388551 0.56524824 0.34218298 0.72916508 0.53417727] [ 0.20803882 0.60919227 0.44049851 0.8084592 0.49291011] [ 0.29129069 0.67248616 0.47069897 0.74651188 0.50340257] [ 0.81567596 0.54625373 0.54631449 0.29170115 0.41381965] [ 0.2234254 0.57917451 0.52845582 0.88153047 0.55246016] [ 0.65498734 0.40952281 0.34633858 0.28029577 0.32127586] [ 0.57703641 0.43364048 0.48775106 0.36420916 0.45855858] [ 0.26168636 0.58008162 0.44821089 0.84463174 0.49540218] [ 0.38365148 0.56422607 0.39527995 0.71676566 0.5908682 ] [ 0.82196397 0.38162396 0.62357275 0.16609899 0.46802564] [ 0.38652029 0.47516239 0.54220205 0.5681839 0.64308955] [ 0.38266294 0.60995282 0.35742561 0.69255995 0.432361 ] [ 0.47910206 0.55348743 0.48985587 0.72348816 0.5890106 ] [ 0.6085843 0.59714917 0.25900117 0.57652575 0.35424879] [ 0.70055229 0.46562767 0.47907917 0.38734419 0.32098946] [ 0.6705873 0.44191449 0.50717568 0.36834415 0.40104336] [ 0.4273168 0.65282451 0.44642485 0.85799745 0.43731716] [ 0.67491901 0.47993955 0.53708005 0.24020804 0.53987858] [ 0.75951047 0.30860537 0.59386831 0.22064296 0.44859708] [ 0.51493292 0.45292795 0.49383257 0.36209439 0.61830615] [ 0.63635369 0.42867706 0.51843274 0.27022145 0.50031148] [ 0.70247174 0.44609338 0.49591915 0.29072928 0.46396278] [ 0.35889974 0.55476681 0.4840718 0.8410854 0.48331083] [ 0.77204126 0.36644833 0.57448142 0.20632541 0.45489784] [ 0.66761455 0.64208292 0.32806349 0.58605222 0.52779598] [ 0.64279614 0.56778894 0.30621988 0.29437917 0.32366912] [ 0.29352501 0.62959935 0.40547163 0.48700022 0.46238263] [ 0.8677024 0.31658734 0.54435619 0.18526713 0.36624071] [ 0.71563876 0.57340317 0.50546984 0.40773222 0.37124228] [ 0.73324168 0.36146597 0.48647543 0.41840592 0.36100195] [ 0.63216065 0.36524116 0.50399295 0.50542825 0.34231615] [ 0.48740529 0.65028985 0.41112829 0.56975075 0.35533976] [ 0.82921799 0.38445055 0.60765668 0.19010166 0.42711925] [ 0.62994548 0.40804839 0.29291483 0.36862553 0.42707725] [ 0.52252374 0.4430597 0.51087041 0.50860314 0.49123741] [ 0.47979913 0.70359939 0.4199159 0.69126132 0.47888941] [ 0.47982527 0.50441171 0.49125357 0.68991308 0.53814009] [ 0.32106035 0.56552458 0.42737614 0.8138732 0.43304435] [ 0.56892502 0.4946844 0.5505685 0.72562882 0.46597315] [ 0.39590367 0.64568241 0.4633707 0.46695869 0.35868238] [ 0.56850847 0.58151353 0.36079656 0.52825938 0.31870953] [ 0.49385717 0.43095089 0.42771064 0.77324524 0.5013144 ] [ 0.46077227 0.6260233 0.49198367 0.56520488 0.39418585] [ 0.37728462 0.57517476 0.40841191 0.65598704 0.37799941] [ 0.39358518 0.59417375 0.440046 0.59101321 0.46026814] [ 0.44114942 0.57436009 0.54086155 0.86704277 0.5419974 ] [ 0.31122169 0.50115897 0.54764353 0.62827929 0.50967607] [ 0.46550904 0.38623244 0.50998402 0.65844455 0.4427702 ] [ 0.73361759 0.50348525 0.36160358 0.54558335 0.43888881] [ 0.71146468 0.55433562 0.40996839 0.38743812 0.36881023] [ 0.645185 0.38417907 0.44202734 0.48688808 0.42205927] [ 0.29031894 0.51930431 0.61750567 0.72012544 0.62279397] [ 0.46242187 0.49887088 0.51615793 0.69110065 0.53914835] [ 0.70161697 0.49449303 0.47738545 0.6344191 0.50141038] [ 0.64233116 0.53171551 0.44571581 0.47247339 0.44889798] [ 0.7318816 0.45823541 0.64737441 0.38668503 0.38217499] [ 0.62702057 0.54048018 0.46551639 0.43575416 0.39059833] [ 0.64933094 0.4506293 0.54406934 0.56669496 0.34114555] [ 0.42303812 0.56774456 0.42412569 0.53526274 0.40450691] [ 0.55650485 0.48106739 0.48989386 0.5391397 0.41616219] [ 0.43011188 0.55302692 0.48448738 0.6862499 0.34031174] [ 0.39990555 0.70776149 0.41103453 0.63006349 0.48506225] [ 0.8034173 0.4493948 0.42262311 0.38200715 0.35907678] [ 0.69070207 0.62423528 0.56198913 0.47111298 0.46745395] [ 0.65252793 0.46962017 0.43690442 0.24051743 0.34445307] [ 0.63606364 0.46208275 0.51402748 0.43857513 0.39578151] [ 0.39321035 0.59367688 0.3614713 0.75068348 0.38181785] [ 0.40643626 0.54008028 0.45521012 0.53135724 0.46790297] [ 0.71482753 0.44381467 0.38256141 0.34293633 0.43394919] [ 0.3021754 0.45775642 0.39995127 0.80632564 0.43204851] [ 0.4285839 0.51800755 0.35246328 0.52739909 0.42336641] [ 0.86476348 0.36046732 0.53457171 0.13815418 0.36869746] [ 0.63865342 0.31534543 0.65059135 0.61426242 0.444468 ] [ 0.37473527 0.42208593 0.57828744 0.47747427 0.61567723] [ 0.78883233 0.44123878 0.42551748 0.34888414 0.45170657] [ 0.14806413 0.68304017 0.42669915 0.90855142 0.49533822] [ 0.31994863 0.68548046 0.38934928 0.69853033 0.46132596] [ 0.27231695 0.58613057 0.38796494 0.64893371 0.58989604] [ 0.42132892 0.4564342 0.48284369 0.84144065 0.59964966] [ 0.46513403 0.65326715 0.32808824 0.68454855 0.39603958] [ 0.73285005 0.42726604 0.53754523 0.58132539 0.42476595] [ 0.65929654 0.55657055 0.43501816 0.49480184 0.3607536 ] [ 0.18092683 0.6293868 0.47164226 0.78893548 0.57539858] [ 0.26415188 0.69672944 0.34727692 0.80570392 0.53061616] [ 0.52812031 0.55216509 0.54355152 0.41455751 0.5633739 ] [ 0.39584242 0.579574 0.42773077 0.4824816 0.45494605] [ 0.72877307 0.52284852 0.5401198 0.36855541 0.52814107] [ 0.81023073 0.39302231 0.56232741 0.19442152 0.41689868] [ 0.75577652 0.57788476 0.42956533 0.52515531 0.37837467] [ 0.78438115 0.35087229 0.58286847 0.22135679 0.42273347] [ 0.31040605 0.55435436 0.48664824 0.71130849 0.61330829] [ 0.32700897 0.6909754 0.39545045 0.69091939 0.4699279 ] [ 0.73345579 0.32131347 0.49054991 0.55772762 0.43208015] [ 0.72012262 0.40864202 0.55504553 0.26595112 0.46526524] [ 0.49851012 0.49738169 0.50809584 0.5139326 0.42858278] [ 0.62450223 0.52914746 0.50672864 0.44160902 0.5266951 ] [ 0.50290661 0.50605992 0.5015091 0.67529704 0.40511891] [ 0.69970981 0.62127554 0.52609958 0.45862016 0.45993603] [ 0.76027772 0.50674262 0.54699721 0.45950252 0.39396533] [ 0.59957094 0.37981653 0.56487537 0.5268907 0.35714771] [ 0.6015545 0.3439919 0.37485317 0.27858853 0.35887412] [ 0.70541791 0.3316783 0.65901159 0.45752812 0.44182279] [ 0.56248765 0.53343388 0.4457107 0.35165744 0.37129842] [ 0.62990921 0.42377359 0.54423411 0.28995746 0.41465165] [ 0.6844162 0.49585006 0.51704788 0.35763407 0.45865124] [ 0.43899011 0.58236232 0.25821268 0.69467359 0.47695823] [ 0.66460858 0.44034801 0.38442693 0.30245466 0.31373355] [ 0.65137285 0.37647868 0.43718217 0.4525499 0.5128947 ] [ 0.59274724 0.3460311 0.6013222 0.58021096 0.46620112] [ 0.66278399 0.52607247 0.58732072 0.26556831 0.42850473] Progress: 50.6% ... Training loss: 0.465 ... Validation loss: 0.766[ 0.46760357 0.55231638 0.51273127 0.56700301 0.44217074] [ 0.53008617 0.61013906 0.38512741 0.6110258 0.50011315] [ 0.4042085 0.69603665 0.23231345 0.69697349 0.48702494] [ 0.44685991 0.42790045 0.55987198 0.74070815 0.44310385] [ 0.49222822 0.56048961 0.57593091 0.47035709 0.53044394] [ 0.57909281 0.46335208 0.39425229 0.2630193 0.37139128] [ 0.64030563 0.57920064 0.44962968 0.53332605 0.4411277 ] [ 0.59775258 0.48169977 0.53064527 0.48274475 0.40821494] [ 0.86493063 0.33311651 0.67905164 0.12979311 0.32260375] [ 0.54074829 0.51142952 0.52914097 0.50800389 0.49656122] [ 0.56736199 0.55963373 0.44390656 0.56865631 0.3041301 ] [ 0.18079177 0.53316926 0.54743504 0.91464116 0.71934941] [ 0.57703753 0.56576414 0.51012276 0.74737903 0.39516865] [ 0.65684192 0.37344411 0.55033616 0.50048076 0.48543346] [ 0.300699 0.71426573 0.38043939 0.74247574 0.57897081] [ 0.66160987 0.60252914 0.32938489 0.65343394 0.35200181] [ 0.78708743 0.43815112 0.55372164 0.28110354 0.33326781] [ 0.4413352 0.61975267 0.42991813 0.69347887 0.65035569] [ 0.72296064 0.46728748 0.47744325 0.36257711 0.32931827] [ 0.57770803 0.56950596 0.51114908 0.46506411 0.64569016] [ 0.61606923 0.52609584 0.39931525 0.41873696 0.35481467] [ 0.5983581 0.41362303 0.54450835 0.72383489 0.484155 ] [ 0.62582237 0.51756469 0.67594974 0.46254336 0.51093433] [ 0.57282227 0.49191772 0.58140422 0.40699453 0.46412938] [ 0.24535675 0.56413199 0.40831103 0.85810213 0.57995989] [ 0.1890419 0.70383581 0.37206264 0.67144596 0.5778055 ] [ 0.75446542 0.44583644 0.37203423 0.37571281 0.46939732] [ 0.40567373 0.56654456 0.45308278 0.72481375 0.36488546] [ 0.81481264 0.40106811 0.56091728 0.31655331 0.47357563] [ 0.56773195 0.52472162 0.49769554 0.50385237 0.43841301] [ 0.36878149 0.55416112 0.44137425 0.80238692 0.48516655] [ 0.31572815 0.58395862 0.52960837 0.72956703 0.54198647] [ 0.33534467 0.53518348 0.41868189 0.57338422 0.50624961] [ 0.44331167 0.58115988 0.36611331 0.59232929 0.4598805 ] [ 0.35197379 0.6178146 0.39216831 0.65351391 0.35585707] [ 0.74804422 0.26429544 0.54612547 0.17731679 0.38373835] [ 0.27486142 0.60571001 0.47405321 0.80166422 0.52033497] [ 0.62866116 0.55687844 0.47862851 0.45170074 0.39141944] [ 0.71570922 0.43023637 0.41110581 0.34638813 0.43896036] [ 0.48078554 0.51189734 0.52638702 0.59078243 0.36353409] [ 0.56733521 0.57755045 0.54084921 0.54387553 0.3426975 ] [ 0.70249326 0.48065852 0.47613523 0.34155487 0.48428111] [ 0.58240508 0.52846999 0.39793538 0.39683819 0.42458786] [ 0.83657346 0.44668026 0.46522348 0.29555561 0.39499986] [ 0.23283337 0.7454634 0.31488763 0.84002481 0.46153789] [ 0.57680012 0.46425289 0.4619432 0.59952275 0.45860158] [ 0.61546816 0.61417591 0.46543615 0.6498098 0.50610091] [ 0.69579133 0.44285329 0.43639486 0.31393674 0.3713366 ] [ 0.74261618 0.5226332 0.50895024 0.30538923 0.40945835] [ 0.55295929 0.42901625 0.4622146 0.43752027 0.43141058] [ 0.43029279 0.52312778 0.53368218 0.46753028 0.58602252] [ 0.74887243 0.36818379 0.53642081 0.53685429 0.35807005] [ 0.49770554 0.5134877 0.44877841 0.82143179 0.5220856 ] [ 0.40372653 0.55222777 0.40011777 0.56879483 0.53083279] [ 0.78025691 0.36343387 0.5638671 0.30921377 0.50426192] [ 0.54670346 0.55901466 0.43369792 0.57741821 0.41400409] [ 0.51638772 0.45800177 0.54126523 0.6153107 0.51993202] [ 0.54568468 0.51828119 0.59635835 0.73055722 0.55729048] [ 0.75743556 0.61179726 0.33385377 0.53546373 0.3306803 ] [ 0.37589315 0.52999612 0.3942624 0.82069738 0.46151121] [ 0.34805127 0.67179338 0.44246443 0.70387495 0.47670328] [ 0.33655903 0.53742493 0.35213755 0.59176839 0.59807579] [ 0.39336454 0.57893802 0.35921963 0.66001751 0.45788195] [ 0.19387428 0.51837035 0.58112393 0.89266029 0.7000233 ] [ 0.80036767 0.40771599 0.6530582 0.31032258 0.42070385] [ 0.82454451 0.45205043 0.56923477 0.30771704 0.40336911] [ 0.59452959 0.52503327 0.36785219 0.43591277 0.38200269] [ 0.49819567 0.45405687 0.49125897 0.39470145 0.61794256] [ 0.67446408 0.54088328 0.51724733 0.45399124 0.52586864] [ 0.77296779 0.51544598 0.44493487 0.31751602 0.45966014] [ 0.6475 0.43041542 0.46112506 0.4626466 0.36129376] [ 0.60762298 0.5324092 0.48012406 0.36553473 0.33272245] [ 0.85931586 0.3280751 0.53904264 0.18704095 0.41540986] [ 0.66168994 0.3435203 0.57822798 0.40688378 0.4581855 ] [ 0.40944106 0.67635159 0.4390238 0.63696512 0.42275292] [ 0.66484089 0.60917737 0.36912916 0.4630934 0.33129247] [ 0.73583342 0.43997129 0.51829679 0.32654907 0.37495066] [ 0.79640509 0.37170834 0.55070506 0.14451694 0.39678331] [ 0.64161007 0.42339545 0.46575424 0.32937811 0.49690676] [ 0.33602858 0.46906079 0.37790957 0.79180375 0.4676075 ] [ 0.73110153 0.37056719 0.6664372 0.26239811 0.49994844] [ 0.63511446 0.6899108 0.29420369 0.5425789 0.40984233] [ 0.71569319 0.52586654 0.52840591 0.32527697 0.33128462] [ 0.19211854 0.66429407 0.41557153 0.89336094 0.59492323] [ 0.64862455 0.54873781 0.65435871 0.46724656 0.50633544] [ 0.49810954 0.60311765 0.40299866 0.55713185 0.53142249] [ 0.54628386 0.50965514 0.53904812 0.54056687 0.59541583] [ 0.47295268 0.59218567 0.42743908 0.50088191 0.54668443] [ 0.47836449 0.52887641 0.47485225 0.46039216 0.41094075] [ 0.72190115 0.67133911 0.44969419 0.449188 0.38240812] [ 0.54631121 0.56470836 0.53065287 0.59650592 0.38089607] [ 0.85815593 0.28604499 0.60673458 0.18234837 0.36970552] [ 0.43069575 0.45163397 0.50091161 0.66373176 0.43178381] [ 0.23206263 0.5932452 0.3414109 0.69796906 0.47005572] [ 0.58462633 0.37489754 0.5084794 0.68459517 0.48986833] [ 0.342167 0.53412071 0.52563701 0.66769546 0.54050185] [ 0.39878648 0.46598989 0.57727266 0.75996863 0.56279373] [ 0.45567734 0.55582844 0.59234224 0.73125423 0.58201027] [ 0.53940567 0.5597105 0.435055 0.50124497 0.50769875] [ 0.46529405 0.58264059 0.65266864 0.52977527 0.55318148] [ 0.43469036 0.44578617 0.59665228 0.55758022 0.38623292] [ 0.41612772 0.53684971 0.39368176 0.57789837 0.38292058] [ 0.41229556 0.46723154 0.46391236 0.81700614 0.50941186] [ 0.35456577 0.48154948 0.3706338 0.66889325 0.58205072] [ 0.78025691 0.36343387 0.5638671 0.30921377 0.50426192] [ 0.58958916 0.38277918 0.48617477 0.64831323 0.39929742] [ 0.58413589 0.57697895 0.32773047 0.51959107 0.39026777] [ 0.57003643 0.49837153 0.48883077 0.42465104 0.46490759] [ 0.46867305 0.59725544 0.43769414 0.68889443 0.55372628] [ 0.73659605 0.45307112 0.45207291 0.27975168 0.34568811] [ 0.31841103 0.55401195 0.45368684 0.81936698 0.52415875] [ 0.79296175 0.40689322 0.56596292 0.25901432 0.2646216 ] [ 0.70852261 0.27058196 0.58461435 0.53915772 0.413841 ] [ 0.7219436 0.2540767 0.54767106 0.38697246 0.43428123] [ 0.56403469 0.49014828 0.62329783 0.38147572 0.53018424] [ 0.79992557 0.38932733 0.57223044 0.27752434 0.4864598 ] [ 0.37646233 0.70827903 0.37256875 0.73973404 0.42293649] [ 0.52857244 0.50876434 0.41719705 0.29868492 0.47203743] [ 0.84326084 0.47023435 0.42988542 0.23551258 0.29664078] [ 0.73735605 0.30944901 0.42389063 0.35809626 0.35146675] [ 0.55409435 0.557194 0.44846834 0.6638817 0.41595897] [ 0.4265584 0.59632692 0.44607198 0.69602108 0.61341453] [ 0.69367793 0.48061645 0.46888235 0.3653286 0.36130429] [ 0.50911586 0.59051816 0.63496541 0.52547304 0.51333487] [ 0.67144616 0.34801439 0.4968037 0.25105037 0.34802788] [ 0.16907826 0.76184252 0.38114622 0.8484999 0.64367137] [ 0.7718669 0.52731522 0.43615836 0.45689672 0.32307535] [ 0.72981205 0.56987518 0.44308541 0.36220262 0.32985985] Progress: 50.7% ... Training loss: 0.465 ... Validation loss: 0.764[ 0.52000325 0.49286724 0.51435951 0.49527914 0.41683719] [ 0.54307533 0.63046945 0.440694 0.54727019 0.45071623] [ 0.60971063 0.55842558 0.45619854 0.64820925 0.51853162] [ 0.37587827 0.52499981 0.56027836 0.69093774 0.50463634] [ 0.6822199 0.41120076 0.4156377 0.39213021 0.47533791] [ 0.83559231 0.43018359 0.62625691 0.20509664 0.46279346] [ 0.29414008 0.5337711 0.47042906 0.65079747 0.60521158] [ 0.38389039 0.55439666 0.53727754 0.56806203 0.48095996] [ 0.66717799 0.54907563 0.3980869 0.30967922 0.31120244] [ 0.3775071 0.53025467 0.4895671 0.8054115 0.6080124 ] [ 0.32621178 0.53780531 0.36708006 0.80222107 0.4400797 ] [ 0.38134362 0.69162484 0.32032013 0.80610727 0.4517644 ] [ 0.52356957 0.61184486 0.44070088 0.68021225 0.33601759] [ 0.6538155 0.52544888 0.48334313 0.43812008 0.55065794] [ 0.48420816 0.56513171 0.53240871 0.49956202 0.49934867] [ 0.7207163 0.57331494 0.39830498 0.38331175 0.36126261] [ 0.69763346 0.50072779 0.56241644 0.23744359 0.5037622 ] [ 0.52169799 0.59924722 0.59349262 0.55038376 0.47376363] [ 0.37127238 0.46359795 0.6666994 0.68600845 0.6021141 ] [ 0.52701056 0.5110127 0.31070444 0.54969437 0.31727533] [ 0.39242575 0.6183307 0.49838532 0.51946559 0.53573977] [ 0.76010657 0.41939305 0.52817148 0.28878661 0.48280081] [ 0.27713417 0.55318107 0.54995925 0.6772129 0.59650592] [ 0.5692205 0.4066164 0.65133715 0.58455911 0.3788588 ] [ 0.55600109 0.56421769 0.42291219 0.59381773 0.51266484] [ 0.41226168 0.5479823 0.44579598 0.8325074 0.48654097] [ 0.55643754 0.42973646 0.54814758 0.71260737 0.48342346] [ 0.26818153 0.64526521 0.51875945 0.87533572 0.51630461] [ 0.51099985 0.57759929 0.43611582 0.55735618 0.5493034 ] [ 0.24581279 0.6105515 0.46659933 0.71497578 0.58627309] [ 0.36748284 0.70584417 0.40818266 0.64011784 0.36832135] [ 0.52667314 0.42361903 0.54131213 0.39323468 0.44785196] [ 0.39072306 0.50438079 0.55937829 0.62145976 0.61491672] [ 0.22660254 0.58384367 0.40883415 0.84277236 0.56786697] [ 0.69145077 0.42726163 0.67580786 0.53808476 0.46864923] [ 0.36000478 0.58060796 0.44635109 0.65184167 0.36966578] [ 0.9154395 0.35413882 0.46772657 0.1945731 0.32524924] [ 0.18747519 0.60159276 0.45513002 0.7659258 0.64140347] [ 0.72385151 0.33778302 0.47797446 0.26227253 0.46273702] [ 0.75062575 0.30752492 0.57433378 0.32068538 0.44557831] [ 0.48353439 0.46984841 0.51533613 0.75523814 0.47799221] [ 0.76352482 0.46533813 0.51061148 0.36531271 0.2865029 ] [ 0.5186291 0.64853249 0.3685758 0.69251597 0.57978886] [ 0.17951774 0.56857858 0.48899107 0.80276022 0.50249234] [ 0.74749887 0.43958612 0.45810122 0.33229668 0.37117301] [ 0.55575296 0.42897735 0.53272617 0.65322221 0.33449144] [ 0.3099883 0.58762726 0.42807146 0.79648082 0.57610811] [ 0.71568662 0.45972118 0.60504113 0.32264786 0.35198548] [ 0.55274056 0.59436526 0.45198115 0.56335313 0.50776679] [ 0.26693028 0.70579739 0.39548557 0.734658 0.48740808] [ 0.22586747 0.54725012 0.58074603 0.81928143 0.63279584] [ 0.78896095 0.38382605 0.5124715 0.24625526 0.38937701] [ 0.60568633 0.51721177 0.50872005 0.69109173 0.36548784] [ 0.64029638 0.4633241 0.60470421 0.56365149 0.46239142] [ 0.66749475 0.35836834 0.61688607 0.58283292 0.37533805] [ 0.35875597 0.61945518 0.49749466 0.52515423 0.39522163] [ 0.73297009 0.43957892 0.54424015 0.43018057 0.37701127] [ 0.54556412 0.49051481 0.57668526 0.5398602 0.46199666] [ 0.51200503 0.57519518 0.37522893 0.44029469 0.42451098] [ 0.67516525 0.49328944 0.54658374 0.60964096 0.45782736] [ 0.37412368 0.55011106 0.38567178 0.74150424 0.42865532] [ 0.72740509 0.44419704 0.52149423 0.41025834 0.36038541] [ 0.29463684 0.60162208 0.32701545 0.7403733 0.55005992] [ 0.55393863 0.38936513 0.52259127 0.72706468 0.45933418] [ 0.23917654 0.53678603 0.4055299 0.81599872 0.5041635 ] [ 0.6845946 0.36684812 0.54934101 0.50179895 0.39184882] [ 0.66614964 0.62160735 0.49284846 0.67393365 0.44001981] [ 0.73263268 0.59172668 0.43158811 0.49970837 0.4223561 ] [ 0.3637857 0.74143212 0.38874041 0.66987996 0.42514671] [ 0.81528838 0.54655862 0.54620945 0.29193656 0.41391323] [ 0.52264922 0.44305214 0.51088708 0.50848207 0.49122264] [ 0.77551992 0.40471798 0.54907476 0.59624055 0.34086075] [ 0.60854335 0.56939726 0.43881718 0.32136415 0.47642351] [ 0.76273175 0.62858558 0.38689675 0.56818949 0.41784772] [ 0.32256406 0.65010108 0.31358844 0.79503676 0.51496098] [ 0.50598597 0.4182898 0.66910398 0.36011903 0.54356848] [ 0.667466 0.4148168 0.53993299 0.65492054 0.40848141] [ 0.66614964 0.62160735 0.49284846 0.67393365 0.44001981] [ 0.80292321 0.45753521 0.59452611 0.38397601 0.36505462] [ 0.30008735 0.4793832 0.32907215 0.84663086 0.44855475] [ 0.62096826 0.50943175 0.55084769 0.4596181 0.53743044] [ 0.65553185 0.37238717 0.54693627 0.5141155 0.42304202] [ 0.52737423 0.61630708 0.42503372 0.4909485 0.38685946] [ 0.32838129 0.62556192 0.54440117 0.68272841 0.5425301 ] [ 0.36793154 0.6384194 0.46739401 0.82332534 0.32851334] [ 0.48842939 0.59609935 0.5573703 0.82729828 0.53272019] [ 0.69446884 0.5266763 0.36647372 0.41394283 0.36125599] [ 0.68338697 0.61189141 0.3749384 0.60057633 0.36516967] [ 0.46358869 0.49002332 0.49464358 0.83249099 0.55204292] [ 0.67604218 0.54084731 0.44100799 0.40469347 0.40609858] [ 0.32017494 0.58182874 0.42261241 0.78405037 0.3981914 ] [ 0.8037422 0.35404702 0.54203632 0.25099703 0.42765336] [ 0.51451021 0.58903345 0.53307279 0.63282371 0.45502842] [ 0.26690815 0.56605426 0.31464216 0.81291373 0.42928199] [ 0.57923742 0.48322641 0.53000992 0.72565835 0.40894961] [ 0.84108748 0.3153816 0.46451016 0.28269428 0.47992313] [ 0.59210623 0.45191249 0.69824476 0.66136282 0.43200574] [ 0.83673668 0.33528772 0.36959959 0.41631453 0.43728964] [ 0.32252836 0.6978365 0.35865235 0.77473212 0.57304826] [ 0.72347825 0.42019232 0.58078969 0.4015526 0.44153986] [ 0.51855559 0.62019607 0.29209258 0.60827605 0.4062361 ] [ 0.44232834 0.64053105 0.30590583 0.65282258 0.41021127] [ 0.65687556 0.30909362 0.63271955 0.64848655 0.45969671] [ 0.69219324 0.43859871 0.54762043 0.27906483 0.3582875 ] [ 0.61390591 0.41937572 0.59199639 0.59417091 0.30361419] [ 0.59237695 0.41716292 0.4695393 0.35567362 0.65428358] [ 0.33483242 0.62099234 0.37558544 0.57023167 0.46224668] [ 0.71311928 0.5011392 0.37945076 0.31222836 0.31842443] [ 0.83871987 0.37302422 0.67638239 0.22028984 0.4179521 ] [ 0.71089024 0.59746043 0.48746106 0.60729577 0.47057408] [ 0.37188872 0.6519179 0.43277315 0.79081598 0.63346472] [ 0.72003918 0.47605059 0.4484861 0.35306655 0.41573735] [ 0.62906131 0.33419943 0.60114183 0.32427457 0.37490936] [ 0.4933911 0.62296745 0.47511326 0.61541948 0.63311668] [ 0.79255758 0.3640692 0.70901175 0.15461603 0.43741213] [ 0.41644493 0.50250734 0.47371395 0.39882074 0.53669558] [ 0.46620593 0.53316359 0.51380776 0.74595115 0.44376092] [ 0.5512767 0.51367495 0.53076605 0.70784364 0.42180624] [ 0.45117997 0.49948357 0.46415136 0.76072836 0.5209399 ] [ 0.81071041 0.51553464 0.57627223 0.35846371 0.37341474] [ 0.47420867 0.52695207 0.55638548 0.61614358 0.43061167] [ 0.38806805 0.61942454 0.50204783 0.74195086 0.61935561] [ 0.58064136 0.57589631 0.37930288 0.35554705 0.37139439] [ 0.31482354 0.6741185 0.43838177 0.73656431 0.49424832] [ 0.28992756 0.61090261 0.3821569 0.84220828 0.44091253] [ 0.45466043 0.5137105 0.40018606 0.39684963 0.48768135] [ 0.5134695 0.53365856 0.4522023 0.67613571 0.48344407] [ 0.43205485 0.49816841 0.56795699 0.40248248 0.43529032] Progress: 50.8% ... Training loss: 0.465 ... Validation loss: 0.762[ 0.2392664 0.59839611 0.37478696 0.78404966 0.530503 ] [ 0.562745 0.53599874 0.64948207 0.48451431 0.49176908] [ 0.78662378 0.37998315 0.53739889 0.31203554 0.41088492] [ 0.75401581 0.34917501 0.56561399 0.47057624 0.38851034] [ 0.66810963 0.53451022 0.49360663 0.42441598 0.40166032] [ 0.80106084 0.3594103 0.51842378 0.28953823 0.39657241] [ 0.4990783 0.43660154 0.45764477 0.40205039 0.44856491] [ 0.79071682 0.31766254 0.4521696 0.32166965 0.37090722] [ 0.64162442 0.33129201 0.63561211 0.33241332 0.44779908] [ 0.7106085 0.39752964 0.58875699 0.52445212 0.46842467] [ 0.72569802 0.36228021 0.58261373 0.39970427 0.45947222] [ 0.62031646 0.43225192 0.44371024 0.36405104 0.55527884] [ 0.60863394 0.47637508 0.65003071 0.39995038 0.51659829] [ 0.59997175 0.62182166 0.56433722 0.53008259 0.50275385] [ 0.65447915 0.39361428 0.56480838 0.30753145 0.42304563] [ 0.52413844 0.39626175 0.50496844 0.40107078 0.471529 ] [ 0.3748492 0.5489748 0.46310565 0.63295818 0.53688594] [ 0.32590133 0.53116091 0.4907612 0.66333843 0.42715182] [ 0.79365369 0.40647415 0.56613666 0.25854874 0.26450175] [ 0.76150537 0.47645241 0.42578835 0.28205357 0.40929079] [ 0.42689191 0.56707455 0.45141802 0.77195742 0.46570465] [ 0.49635617 0.3433864 0.5207071 0.66902743 0.44008023] [ 0.70599149 0.59593374 0.52585918 0.49172732 0.44805675] [ 0.67005473 0.4255225 0.39630282 0.53985482 0.41149936] [ 0.79513527 0.40019443 0.45319022 0.3664475 0.4251095 ] [ 0.39764418 0.61618511 0.46611547 0.78053614 0.37624919] [ 0.44209056 0.52808409 0.43197885 0.46049707 0.60422157] [ 0.74469014 0.56052669 0.49084199 0.38438907 0.3703282 ] [ 0.58333996 0.61033607 0.51562829 0.45793544 0.39749999] [ 0.23403782 0.56394585 0.35254603 0.90675464 0.6579746 ] [ 0.45402183 0.71005981 0.3124841 0.64826346 0.36062521] [ 0.71075069 0.45214667 0.48134215 0.33240242 0.40735524] [ 0.61534854 0.57693037 0.55698115 0.4912538 0.3712592 ] [ 0.53280924 0.43669834 0.38608334 0.66382652 0.52101715] [ 0.44040825 0.64910145 0.31031401 0.64166483 0.53107671] [ 0.64480946 0.46267418 0.52143473 0.30220143 0.46423878] [ 0.52393031 0.62664013 0.46222903 0.73848388 0.41902612] [ 0.30205634 0.43505905 0.39694693 0.70400399 0.52317448] [ 0.61495622 0.5266509 0.39908005 0.41923673 0.35503002] [ 0.62269287 0.53002443 0.50635812 0.44251465 0.52704419] [ 0.63689497 0.53649997 0.4197599 0.44611677 0.56138401] [ 0.73117646 0.39097933 0.51439239 0.26681825 0.35152709] [ 0.49108255 0.4529444 0.53594366 0.65037474 0.41265395] [ 0.6881486 0.5300005 0.53475033 0.22787483 0.48443406] [ 0.53386687 0.56511476 0.45746535 0.59869069 0.42930268] [ 0.570993 0.55984066 0.35363801 0.51933244 0.3532611 ] [ 0.84171674 0.36718876 0.53421418 0.15204893 0.40265535] [ 0.77813135 0.39895363 0.53114883 0.31233165 0.40961103] [ 0.4196555 0.61244791 0.50499161 0.71276848 0.52233042] [ 0.83778168 0.33340663 0.58255301 0.25373568 0.33616635] [ 0.33850659 0.59937013 0.36410014 0.70036639 0.49441797] [ 0.64758864 0.47069888 0.46299948 0.37488237 0.39952234] [ 0.73774282 0.39255972 0.431217 0.19666988 0.38327638] [ 0.61766392 0.44157626 0.58824091 0.51325544 0.41410871] [ 0.61301809 0.58522156 0.36391174 0.49872103 0.45074693] [ 0.68617253 0.35985719 0.54800794 0.2913206 0.47573914] [ 0.87344363 0.42426982 0.51822473 0.10000591 0.34474172] [ 0.36319462 0.50319725 0.52048013 0.81757944 0.53191484] [ 0.26650096 0.65797441 0.43885105 0.73219471 0.43182333] [ 0.50785243 0.52623835 0.52345731 0.62669377 0.41519236] [ 0.53451031 0.57414205 0.39225136 0.24633261 0.37851532] [ 0.28954363 0.72457439 0.31399415 0.73162239 0.53529722] [ 0.65238192 0.52578401 0.40881752 0.43558395 0.39733439] [ 0.52304009 0.51957272 0.56013901 0.62316425 0.43539253] [ 0.5410732 0.56670608 0.32261922 0.66499987 0.54466422] [ 0.68512174 0.47634715 0.61232243 0.24885733 0.58982787] [ 0.37269619 0.52858389 0.46966635 0.76294078 0.50019131] [ 0.37200004 0.54561308 0.51376839 0.70232528 0.48913106] [ 0.49159199 0.53045566 0.53422126 0.65906486 0.45727269] [ 0.73871033 0.51199246 0.49477496 0.2394513 0.43005896] [ 0.38208544 0.53384934 0.42818602 0.59868337 0.4830592 ] [ 0.83473501 0.48074322 0.44901671 0.50249824 0.37242481] [ 0.70998388 0.32642042 0.52346189 0.30700268 0.38083632] [ 0.51188292 0.51063173 0.33784399 0.72208757 0.3940885 ] [ 0.264747 0.54988826 0.57486713 0.68832928 0.67979603] [ 0.4774584 0.64971981 0.32341027 0.71119761 0.40545913] [ 0.51801009 0.52803529 0.53395386 0.36179586 0.59082446] [ 0.67079996 0.36001712 0.57690144 0.69463775 0.41295781] [ 0.65664724 0.5212939 0.36591633 0.53201345 0.36887576] [ 0.44783383 0.4897723 0.35408954 0.59397728 0.43204279] [ 0.73218676 0.35595947 0.54427296 0.48361848 0.37585374] [ 0.30690458 0.47790369 0.3615316 0.87699159 0.49103102] [ 0.68322112 0.51569134 0.50608963 0.41203086 0.33143235] [ 0.7430533 0.62726123 0.35234549 0.51515622 0.43533647] [ 0.50363015 0.43169646 0.63194902 0.4791134 0.44642092] [ 0.7787956 0.49171291 0.54505684 0.35024629 0.42661167] [ 0.73915714 0.49504032 0.57365856 0.2694109 0.53286863] [ 0.47850289 0.41478498 0.50563152 0.31831715 0.43457344] [ 0.78905343 0.48497365 0.4613973 0.29204849 0.51257652] [ 0.46408126 0.53419672 0.51337229 0.74677576 0.44416304] [ 0.40343438 0.56177209 0.4830948 0.61830987 0.33201413] [ 0.51758699 0.57179239 0.35273057 0.39281594 0.39600333] [ 0.47955414 0.57730348 0.3343568 0.7310926 0.65477855] [ 0.17641012 0.67095199 0.3356506 0.81649653 0.47834305] [ 0.38520549 0.63228525 0.38806947 0.63551232 0.44914514] [ 0.37122819 0.56700497 0.54954771 0.56030714 0.49379606] [ 0.22284834 0.6990248 0.47810651 0.7405074 0.48909357] [ 0.21397202 0.59184362 0.43413893 0.84566153 0.55307413] [ 0.56635042 0.53013666 0.65729458 0.60298544 0.52291069] [ 0.85943591 0.36466684 0.53735801 0.09157748 0.42885155] [ 0.76134687 0.37244185 0.44533786 0.15649076 0.41221144] [ 0.53386687 0.56511476 0.45746535 0.59869069 0.42930268] [ 0.35025019 0.50899635 0.48854914 0.52721551 0.54202274] [ 0.72057518 0.46040493 0.4268746 0.2569497 0.32629776] [ 0.42282196 0.53561064 0.41869117 0.78334696 0.39702496] [ 0.6604629 0.44663726 0.55130962 0.29488995 0.52738841] [ 0.29271755 0.6485427 0.43948155 0.67131593 0.53853443] [ 0.5144418 0.53418239 0.49772651 0.50216409 0.57382734] [ 0.67809113 0.47685998 0.36874109 0.29174233 0.35849411] [ 0.24914143 0.65455518 0.35617735 0.8033765 0.54471606] [ 0.59425892 0.65192111 0.37666012 0.56945845 0.40270079] [ 0.39643441 0.62439288 0.37841088 0.46520639 0.56053292] [ 0.63162979 0.39986545 0.62624969 0.38130366 0.50845946] [ 0.79966267 0.38951711 0.57213634 0.27763286 0.48654203] [ 0.31364346 0.69403501 0.39201947 0.77378862 0.38723664] [ 0.48442557 0.43364232 0.5218209 0.62218759 0.43187307] [ 0.78535892 0.32622813 0.53237564 0.18483195 0.44924652] [ 0.66779975 0.6845615 0.35323211 0.44416379 0.3535554 ] [ 0.43478571 0.63863366 0.43186796 0.55609503 0.4632519 ] [ 0.80714983 0.43181058 0.53982801 0.34383922 0.47575647] [ 0.55398483 0.41243764 0.54272543 0.37978705 0.45590284] [ 0.80465907 0.41691043 0.55005342 0.2027588 0.45019345] [ 0.29946247 0.57530083 0.49720726 0.74113887 0.41484612] [ 0.45289267 0.58618478 0.42754579 0.67358803 0.47753758] [ 0.84284238 0.53222049 0.59477389 0.33677256 0.34827288] [ 0.31388019 0.59861101 0.53381278 0.65809567 0.53063762] [ 0.45015391 0.67244914 0.35972184 0.62765025 0.3444422 ] [ 0.36690709 0.5643866 0.43390582 0.73755637 0.32097318] Progress: 50.8% ... Training loss: 0.465 ... Validation loss: 0.762[ 0.5533156 0.45642348 0.57675134 0.45268909 0.30002957] [ 0.4939386 0.50400057 0.38244891 0.712255 0.37635074] [ 0.4720878 0.47916773 0.61820633 0.68189615 0.39863857] [ 0.39713415 0.55730537 0.42422515 0.72504456 0.59286883] [ 0.58451628 0.33718616 0.40487401 0.70354905 0.37198627] [ 0.6988697 0.31435081 0.57502095 0.24516872 0.43850219] [ 0.44768492 0.54385644 0.42419186 0.39534468 0.38256847] [ 0.61730115 0.49956297 0.49337643 0.36140022 0.58515297] [ 0.19437682 0.5877245 0.54238976 0.65922972 0.65513458] [ 0.49711123 0.41983935 0.50324623 0.41901571 0.54423689] [ 0.65748946 0.4497373 0.5105962 0.61483898 0.4039474 ] [ 0.22733537 0.70104036 0.32143077 0.74860172 0.58719665] [ 0.39458952 0.5681652 0.46886606 0.67955335 0.37488057] [ 0.26264657 0.692167 0.41090921 0.72793074 0.50033445] [ 0.7673972 0.53579949 0.49142805 0.34394802 0.43659302] [ 0.49206989 0.41206067 0.55911823 0.3237905 0.38675575] [ 0.64269381 0.51305625 0.57671281 0.38402457 0.42367197] [ 0.61692332 0.5335819 0.42008316 0.35555056 0.48792298] [ 0.72499321 0.47742924 0.59736191 0.5674441 0.34945553] [ 0.32619246 0.62846993 0.5158104 0.59019199 0.44097519] [ 0.53510254 0.47703391 0.48755816 0.28253707 0.42193732] [ 0.84987204 0.39720391 0.61792233 0.15988942 0.38795926] [ 0.72369088 0.49085037 0.45292 0.42920482 0.43591237] [ 0.48601114 0.6446555 0.33528496 0.64840455 0.49796602] [ 0.5740136 0.55111289 0.35816725 0.37244736 0.33245438] [ 0.53713614 0.59295451 0.47099031 0.47332525 0.50828877] [ 0.55137577 0.38018688 0.62097541 0.4372747 0.45322663] [ 0.73895258 0.36693881 0.35593412 0.19094399 0.31633715] [ 0.3945238 0.53005781 0.458835 0.58117093 0.63662256] [ 0.42931221 0.5292586 0.41376897 0.72617498 0.46941772] [ 0.32044272 0.60523954 0.3955706 0.82352347 0.50863615] [ 0.48488526 0.41451537 0.54231694 0.7618002 0.44497263] [ 0.58733426 0.52128923 0.52448627 0.27372249 0.50075657] [ 0.51251844 0.44562061 0.58726881 0.40366274 0.37469312] [ 0.47883323 0.49110425 0.48761686 0.51519847 0.62054233] [ 0.77830483 0.52580835 0.43335117 0.48129187 0.44140458] [ 0.87282756 0.44247755 0.52481081 0.18808005 0.35548164] [ 0.73648621 0.33754468 0.5934797 0.62875228 0.40711621] [ 0.13219692 0.65476854 0.40426339 0.8911983 0.50848331] [ 0.7458079 0.31754098 0.51935781 0.2258975 0.39233328] [ 0.67144677 0.63181524 0.35596925 0.39283159 0.41401167] [ 0.63852814 0.41291645 0.45898944 0.47502497 0.43182455] [ 0.56817936 0.44183505 0.44227732 0.38590735 0.54074122] [ 0.73341793 0.46188259 0.54340493 0.41396441 0.49643844] [ 0.34974805 0.59067394 0.47185503 0.77115406 0.48013098] [ 0.71232482 0.37345641 0.62121275 0.49076358 0.39334959] [ 0.7419249 0.51773523 0.43427609 0.32452269 0.34035868] [ 0.44361656 0.57213562 0.56297075 0.64949953 0.5954249 ] [ 0.66486077 0.50467629 0.5181982 0.27527423 0.39891798] [ 0.40517698 0.57580859 0.30847694 0.62103071 0.43683568] [ 0.59277823 0.49930705 0.51519921 0.384511 0.63317811] [ 0.21102485 0.56851369 0.47061996 0.69693015 0.51616426] [ 0.78129293 0.4871559 0.44835579 0.26841053 0.49465649] [ 0.7448001 0.51587644 0.56626889 0.21791314 0.50648589] [ 0.76757799 0.33649697 0.40187859 0.31901545 0.45094554] [ 0.59903906 0.38020768 0.46240179 0.32994879 0.36682858] [ 0.52819624 0.45345412 0.45039679 0.50333734 0.49442397] [ 0.37302102 0.61279204 0.37733205 0.68320521 0.39001002] [ 0.85158153 0.40918177 0.51021095 0.33644751 0.41478381] [ 0.54871514 0.51658131 0.5544855 0.37376745 0.54202887] [ 0.48940161 0.56597389 0.65917816 0.50729769 0.40196031] [ 0.4770616 0.46558011 0.40577908 0.82471687 0.45067183] [ 0.52087345 0.51381725 0.51919401 0.73029038 0.42897907] [ 0.70764235 0.58496324 0.38680115 0.43462744 0.45492245] [ 0.55394618 0.53866162 0.55067585 0.40265221 0.55385607] [ 0.48847485 0.4329953 0.48908029 0.66975031 0.39326625] [ 0.71353096 0.58425474 0.55178545 0.53714196 0.40170131] [ 0.34475903 0.59854206 0.2863245 0.70669763 0.6171806 ] [ 0.46888743 0.55599333 0.39707 0.56067966 0.6203073 ] [ 0.63931321 0.67067746 0.35481525 0.61568448 0.3376805 ] [ 0.70065124 0.45020344 0.61492901 0.23207413 0.42142199] [ 0.55747214 0.53021888 0.39048304 0.41934826 0.43018276] [ 0.6165103 0.45180749 0.60188921 0.58604413 0.40984886] [ 0.13615096 0.60774455 0.41587654 0.89034212 0.56419999] [ 0.78657219 0.48010872 0.51158164 0.36003742 0.35777599] [ 0.35378128 0.53807069 0.48409855 0.47375791 0.50913365] [ 0.88609048 0.3698593 0.55343499 0.22091218 0.34039973] [ 0.71284301 0.28674025 0.4342484 0.31482489 0.45539521] [ 0.28285935 0.52009896 0.51277608 0.78287661 0.60560324] [ 0.55471567 0.55393475 0.586371 0.45624844 0.520752 ] [ 0.35339948 0.57617417 0.43665334 0.78926679 0.5281509 ] [ 0.66637862 0.27835912 0.66170493 0.50850523 0.50229442] [ 0.69772474 0.60792937 0.41200186 0.48987787 0.35247123] [ 0.35339948 0.57617417 0.43665334 0.78926679 0.5281509 ] [ 0.49828706 0.59958217 0.65484736 0.51400603 0.47210998] [ 0.55416118 0.58461383 0.3532426 0.33422931 0.42387562] [ 0.56335108 0.51655995 0.55472116 0.51352015 0.60692821] [ 0.60011252 0.4013979 0.6287348 0.30069865 0.58174277] [ 0.81323852 0.44850186 0.54515423 0.37748009 0.37021121] [ 0.55629264 0.44966236 0.39581436 0.43725328 0.46487755] [ 0.66439864 0.39843524 0.65769507 0.24740425 0.48286839] [ 0.61560329 0.57685669 0.55701441 0.4910846 0.37122355] [ 0.20783193 0.59792062 0.43319359 0.74805416 0.51904501] [ 0.35516691 0.60719698 0.425676 0.50604049 0.56788225] [ 0.72196377 0.54431931 0.42401993 0.4427387 0.33169064] [ 0.69471739 0.46874897 0.39548272 0.32288985 0.37642884] [ 0.82716152 0.40576089 0.58641432 0.21191581 0.4164359 ] [ 0.74526428 0.38905899 0.51947526 0.25648761 0.39279984] [ 0.69615189 0.50583416 0.33345251 0.8162041 0.36760632] [ 0.48394778 0.40436689 0.41771064 0.52000516 0.60565401] [ 0.72634914 0.45797751 0.57726762 0.40683796 0.42057486] [ 0.82716152 0.40576089 0.58641432 0.21191581 0.4164359 ] [ 0.71020205 0.32987539 0.58133458 0.68369645 0.40213197] [ 0.71060695 0.59763717 0.4873777 0.60738504 0.4706572 ] [ 0.53368347 0.63897564 0.49498469 0.55895191 0.36515148] [ 0.74601774 0.31583608 0.43842077 0.19516771 0.35086112] [ 0.26800454 0.63532376 0.43991155 0.81228142 0.475205 ] [ 0.43721485 0.54385401 0.55207936 0.72799628 0.53381778] [ 0.76137187 0.4619046 0.37150552 0.37046231 0.34532617] [ 0.41501469 0.48275878 0.53441616 0.74352505 0.52443719] [ 0.6119079 0.51182747 0.48459101 0.65681281 0.51521234] [ 0.48922071 0.60380896 0.48548772 0.71927005 0.37034862] [ 0.43720123 0.62520411 0.44384294 0.60194751 0.36812052] [ 0.67860632 0.42125866 0.43369819 0.53918193 0.41400165] [ 0.68678962 0.60810615 0.47497602 0.50314371 0.46326664] [ 0.6483247 0.43002026 0.46129347 0.4621416 0.36115058] [ 0.67476891 0.46883008 0.54957211 0.51378466 0.41602998] [ 0.71991194 0.53810905 0.40872033 0.28423631 0.26169472] [ 0.62600857 0.42157392 0.49799083 0.49764912 0.30684472] [ 0.50828409 0.62691049 0.44585329 0.6609871 0.54774808] [ 0.3806235 0.72010896 0.40779774 0.74289937 0.37840105] [ 0.69842615 0.35219415 0.56049445 0.23630426 0.37531298] [ 0.80246301 0.36479586 0.67035839 0.23536302 0.44281209] [ 0.18819231 0.64449415 0.3981781 0.84804753 0.45886629] [ 0.47952448 0.67831134 0.4037639 0.74662737 0.480974 ] [ 0.37432031 0.54483005 0.52786858 0.76720234 0.50885829] [ 0.17241139 0.57692021 0.42064784 0.63967655 0.59075365] [ 0.72335296 0.5244122 0.35904948 0.29035585 0.35801098] Progress: 50.9% ... Training loss: 0.464 ... Validation loss: 0.762[ 0.62832681 0.38077285 0.50628666 0.35373605 0.56725078] [ 0.71068579 0.61951013 0.40084592 0.54028439 0.46555846] [ 0.55165447 0.42963351 0.46195133 0.4381072 0.43163086] [ 0.64332791 0.39639752 0.53064272 0.48674163 0.44227257] [ 0.38651923 0.48924738 0.59371622 0.62277457 0.54636188] [ 0.7864339 0.57229459 0.33420205 0.56008237 0.38830356] [ 0.55468731 0.47697898 0.41855694 0.63455308 0.34186529] [ 0.73447354 0.31298482 0.63635592 0.52787678 0.38491038] [ 0.48463742 0.58424018 0.4642117 0.56845245 0.51429495] [ 0.78748233 0.40892824 0.61559889 0.29953196 0.43659867] [ 0.91092705 0.31765777 0.62506104 0.12021107 0.33103237] [ 0.64018726 0.39777071 0.3504573 0.35937561 0.32510229] [ 0.42840184 0.34692517 0.56435157 0.59088889 0.55736654] [ 0.52220612 0.53363101 0.41220773 0.36428209 0.46623191] [ 0.83183904 0.32167375 0.63832143 0.17222683 0.48357375] [ 0.42226722 0.42750673 0.54972408 0.62693579 0.42402546] [ 0.61340054 0.44101397 0.56761949 0.29781827 0.35326318] [ 0.57496419 0.46758301 0.51700675 0.53223607 0.47518589] [ 0.82816378 0.53354958 0.53304851 0.30461565 0.3773664 ] [ 0.4444782 0.4783419 0.48812414 0.84100473 0.52503736] [ 0.47637808 0.48433023 0.58778432 0.61380433 0.54811103] [ 0.5838544 0.39221421 0.63235662 0.50511189 0.34380136] [ 0.25753742 0.7537104 0.31531843 0.84981349 0.42103327] [ 0.4560073 0.58285475 0.4494077 0.73865715 0.62104199] [ 0.60727688 0.44813805 0.49262231 0.65930352 0.35160768] [ 0.63155923 0.40000496 0.62619261 0.38133274 0.50850951] [ 0.65903377 0.50237701 0.6205731 0.36537573 0.44219256] [ 0.79090023 0.61977922 0.43144329 0.39475893 0.44949873] [ 0.70183728 0.44479567 0.62839968 0.51462325 0.41589204] [ 0.51878191 0.47929926 0.42256681 0.56793456 0.29122154] [ 0.54346027 0.32662062 0.4622294 0.47823769 0.48813434] [ 0.74250873 0.49264704 0.53433804 0.23919475 0.36977177] [ 0.36012525 0.6031173 0.42966336 0.77158345 0.40036323] [ 0.44723413 0.69574418 0.40180636 0.69956055 0.41691629] [ 0.32622819 0.54702058 0.56434304 0.75967384 0.49116099] [ 0.54631553 0.63910047 0.43118498 0.5597784 0.40273533] [ 0.55201067 0.50665605 0.61917601 0.38439217 0.42154805] [ 0.52076592 0.643307 0.46863073 0.70990286 0.33061609] [ 0.79654658 0.51451075 0.60893292 0.42340579 0.29908419] [ 0.70488534 0.36824643 0.4382894 0.50399873 0.30012719] [ 0.49521709 0.57146388 0.53234959 0.6105763 0.36206573] [ 0.50799725 0.55080217 0.41414282 0.53924207 0.66231201] [ 0.63618534 0.60528177 0.41314601 0.45936643 0.41019155] [ 0.62151401 0.45346663 0.41784529 0.58733005 0.35547363] [ 0.80201281 0.37857565 0.5814596 0.34186503 0.40789974] [ 0.43394179 0.56464638 0.50810573 0.48836947 0.59723899] [ 0.75444347 0.34900941 0.56569092 0.47025816 0.38844687] [ 0.45081391 0.63847479 0.34296681 0.55362471 0.51918345] [ 0.77713479 0.37060694 0.62016804 0.53991343 0.37986647] [ 0.5800063 0.3007314 0.47985561 0.64695992 0.3350739 ] [ 0.77011869 0.41553165 0.52418314 0.56628223 0.34183648] [ 0.72883693 0.52997191 0.36575279 0.2952782 0.44976352] [ 0.60508139 0.56553588 0.44385063 0.56049714 0.36577976] [ 0.76839105 0.49593862 0.58762325 0.47468711 0.39643117] [ 0.69063233 0.37839082 0.66353387 0.63566403 0.41989493] [ 0.53619487 0.6856792 0.27304685 0.55937846 0.42043927] [ 0.2102653 0.72632064 0.38586023 0.79749048 0.46173213] [ 0.63748097 0.61440674 0.47621319 0.44040201 0.40030701] [ 0.48075338 0.59386441 0.47276375 0.65722493 0.47059392] [ 0.70429412 0.40988793 0.58610187 0.39435262 0.43238396] [ 0.59141244 0.4600809 0.30305061 0.60645377 0.37907554] [ 0.56677802 0.41791316 0.64225749 0.59083301 0.42077318] [ 0.70278886 0.42688842 0.42434871 0.32577244 0.45000577] [ 0.71053503 0.52732107 0.47840855 0.27211767 0.43007704] [ 0.39918365 0.48960672 0.51369795 0.51376443 0.55564151] [ 0.60578953 0.39165962 0.61024225 0.37758971 0.58941678] [ 0.18759347 0.64651012 0.35852129 0.90837158 0.58954498] [ 0.24701276 0.54817046 0.5448935 0.67351616 0.69382298] [ 0.54421162 0.69017382 0.290681 0.54904867 0.36239347] [ 0.69822133 0.3522092 0.56049909 0.23631861 0.37530711] [ 0.18868221 0.5605851 0.42445695 0.86718998 0.57340134] [ 0.75875256 0.32845743 0.52840111 0.38949441 0.51780755] [ 0.46631668 0.48808562 0.55270865 0.41739495 0.65994732] [ 0.48298905 0.38831965 0.5785733 0.44906905 0.56004504] [ 0.61634547 0.48177842 0.370501 0.60775029 0.37263636] [ 0.38129999 0.56083349 0.34363911 0.74860045 0.41404831] [ 0.55217634 0.42914882 0.5311315 0.69030643 0.32243285] [ 0.72388444 0.56577489 0.51171167 0.3588414 0.59382601] [ 0.46505115 0.67277061 0.49814151 0.49116098 0.41803697] [ 0.40433426 0.60970003 0.49536513 0.48328236 0.37274238] [ 0.59330656 0.43773971 0.54985471 0.40577539 0.55444522] [ 0.62334538 0.50199423 0.36920412 0.38714454 0.40961921] [ 0.29686068 0.55799039 0.52227527 0.60818561 0.61393824] [ 0.65087335 0.44411788 0.48151721 0.33397792 0.39458138] [ 0.5140489 0.42788245 0.44098022 0.77732903 0.40975179] [ 0.66050872 0.48741911 0.41395605 0.46742382 0.29130527] [ 0.60766863 0.43648581 0.4247755 0.69224301 0.39318895] [ 0.24890518 0.51602666 0.39170264 0.85675753 0.47150049] [ 0.623701 0.49797528 0.46181144 0.36877045 0.38783444] [ 0.54154092 0.41241985 0.38992791 0.474984 0.40527838] [ 0.52855072 0.56852202 0.4114064 0.51918554 0.49412445] [ 0.60174049 0.45173481 0.51300883 0.70946067 0.51802232] [ 0.63483386 0.63539983 0.42714201 0.72771806 0.43363423] [ 0.69838707 0.42000429 0.38313707 0.40645246 0.57326375] [ 0.72904376 0.51061322 0.61307661 0.411586 0.43493889] [ 0.67142559 0.4464158 0.61646849 0.30365075 0.4919732 ] [ 0.73134379 0.4222516 0.3265707 0.42481969 0.373454 ] [ 0.37500622 0.70396876 0.46697333 0.67001679 0.38137384] [ 0.77610992 0.37176927 0.52995839 0.25645415 0.47350189] [ 0.4172725 0.51585029 0.49869678 0.70045153 0.38679282] [ 0.65191076 0.46340005 0.56282635 0.44204891 0.49202554] [ 0.39442202 0.52214708 0.30846873 0.52412566 0.3461905 ] [ 0.407836 0.57039806 0.35877812 0.55556035 0.39880891] [ 0.52203518 0.57863609 0.45129642 0.74629148 0.2873541 ] [ 0.48913459 0.68570151 0.55733723 0.59128294 0.60420448] [ 0.58272511 0.57517966 0.37954266 0.35450017 0.37119064] [ 0.37225422 0.51153662 0.51620893 0.79676085 0.60862078] [ 0.74055614 0.34142232 0.58374497 0.4425361 0.38563326] [ 0.47867834 0.71308441 0.30104845 0.67478968 0.48195953] [ 0.26422798 0.72372344 0.34876453 0.7321315 0.51210224] [ 0.69839177 0.55476754 0.41793662 0.51762598 0.36941564] [ 0.25881706 0.52485286 0.36482746 0.88863924 0.44661992] [ 0.62302861 0.52993023 0.50640255 0.4423075 0.52700717] [ 0.35445429 0.72375081 0.41573926 0.76328624 0.50123459] [ 0.49281937 0.67470367 0.32719132 0.53502705 0.39073186] [ 0.46187471 0.54985788 0.41199546 0.33343623 0.38825258] [ 0.6242761 0.40877828 0.49714903 0.64159527 0.34630362] [ 0.37616059 0.62102378 0.33704505 0.72421559 0.36177123] [ 0.42598567 0.5000674 0.49067361 0.82208562 0.53645924] [ 0.37891165 0.5177207 0.39352137 0.4888806 0.44887597] [ 0.70731423 0.52928686 0.42049532 0.39642764 0.43179274] [ 0.41528033 0.42008319 0.55536784 0.46563754 0.56945455] [ 0.8059012 0.35562734 0.64655631 0.20571402 0.49832324] [ 0.31149694 0.67662381 0.34349692 0.72043523 0.50303815] [ 0.82787657 0.3889101 0.60711107 0.33863032 0.42036602] [ 0.40769619 0.50447764 0.49764463 0.58628805 0.45809443] [ 0.32934022 0.58435374 0.42648658 0.8810687 0.52867887] [ 0.76910507 0.36756298 0.6134644 0.18164515 0.48732246] Progress: 50.9% ... Training loss: 0.464 ... Validation loss: 0.761[ 0.25863544 0.60190003 0.44261525 0.79553019 0.50230623] [ 0.77601646 0.36127354 0.59328305 0.31222819 0.42449987] [ 0.62014942 0.55120888 0.49769302 0.51856182 0.42879881] [ 0.88549482 0.30055628 0.55493681 0.09193559 0.26994091] [ 0.68470014 0.38777479 0.65474675 0.51689881 0.47655102] [ 0.51300089 0.63224209 0.36996061 0.53727296 0.48382381] [ 0.27595043 0.50608909 0.43955165 0.84248612 0.50521665] [ 0.55717697 0.63454527 0.47164358 0.60142482 0.43950768] [ 0.5958891 0.48178316 0.46498358 0.5493522 0.35288244] [ 0.4537548 0.62181739 0.35676873 0.4861711 0.42411417] [ 0.37713701 0.59899868 0.35651057 0.82473886 0.56206243] [ 0.47767414 0.46558831 0.40576818 0.82433825 0.45073301] [ 0.50238614 0.64514257 0.47089771 0.54360698 0.48694219] [ 0.48121855 0.44116395 0.46910338 0.51755711 0.54911547] [ 0.38248662 0.48640666 0.48030273 0.56437664 0.60923729] [ 0.49258012 0.46182784 0.59025884 0.39250337 0.43790262] [ 0.88966368 0.26692793 0.57167366 0.09487534 0.38347232] [ 0.64088601 0.40348391 0.5927699 0.3087469 0.57492531] [ 0.47637047 0.49366733 0.56402628 0.54439841 0.5952737 ] [ 0.39619184 0.64919082 0.35715701 0.69793745 0.42626823] [ 0.55334754 0.66546309 0.27388104 0.48788822 0.38272261] [ 0.66998709 0.46464894 0.58905674 0.26623474 0.46895964] [ 0.43977692 0.39097669 0.57134078 0.50552364 0.36716067] [ 0.32174707 0.49746904 0.50689124 0.53433256 0.61890864] [ 0.75980988 0.47421422 0.47931148 0.33439624 0.43506907] [ 0.30590773 0.4927275 0.3516028 0.84331744 0.52526589] [ 0.45519124 0.48818647 0.59081949 0.73253857 0.34302511] [ 0.45795693 0.57024302 0.49841394 0.66906372 0.38938219] [ 0.76546925 0.46923665 0.66986975 0.25016294 0.43676201] [ 0.26790486 0.63204645 0.32207882 0.77988931 0.54580673] [ 0.7160144 0.45783364 0.45778936 0.21829844 0.46858863] [ 0.37116426 0.57176057 0.55505267 0.67502471 0.60611747] [ 0.34019035 0.58943678 0.36622585 0.6447087 0.44627631] [ 0.83558657 0.42745265 0.5690465 0.16863253 0.44308705] [ 0.76005113 0.26968219 0.39528626 0.25200097 0.29941826] [ 0.68653128 0.52169275 0.41409345 0.4146501 0.39450708] [ 0.81722764 0.44668706 0.37574936 0.4403602 0.51411368] [ 0.86514855 0.3608469 0.64777752 0.14065784 0.31464981] [ 0.85301889 0.40978109 0.53617192 0.1361992 0.37146077] [ 0.69327958 0.53225607 0.4586105 0.32104401 0.40622564] [ 0.51365445 0.49820265 0.53408978 0.79141741 0.42398914] [ 0.57215023 0.55960954 0.35370003 0.51848637 0.3532233 ] [ 0.49986955 0.57973789 0.46311941 0.5061929 0.53604351] [ 0.61451849 0.5246584 0.49174884 0.44618784 0.61055986] [ 0.6259219 0.4844865 0.45508128 0.48157244 0.34338106] [ 0.30495819 0.72230756 0.26525471 0.79602361 0.60558891] [ 0.73962179 0.46271725 0.63933857 0.48242777 0.4021994 ] [ 0.56335694 0.44966455 0.44618763 0.2783485 0.38559147] [ 0.7611449 0.36201856 0.56594085 0.59959989 0.40518551] [ 0.76517275 0.49653067 0.52262812 0.56446231 0.38279644] [ 0.18055967 0.60259697 0.42422721 0.88099007 0.62297128] [ 0.59418929 0.53054034 0.45973499 0.47790596 0.43609908] [ 0.23190013 0.51559342 0.38091701 0.6865146 0.55611588] [ 0.58601555 0.41679049 0.45006383 0.65054846 0.33655822] [ 0.38593091 0.66249982 0.46830923 0.66622918 0.48923809] [ 0.66621516 0.34720418 0.39085062 0.43196014 0.564495 ] [ 0.49293608 0.57703153 0.56009844 0.5348715 0.48847364] [ 0.85426717 0.56864941 0.34669952 0.37784861 0.37865154] [ 0.78981936 0.41442134 0.59169543 0.20645525 0.37049412] [ 0.65456877 0.49616385 0.48540456 0.34561585 0.38077651] [ 0.72564695 0.43771573 0.55622323 0.34700089 0.37311072] [ 0.67310875 0.41914801 0.6315693 0.48756153 0.4375094 ] [ 0.17617963 0.64561321 0.45554281 0.80392905 0.46947224] [ 0.83620192 0.3840131 0.47777382 0.19417894 0.28536428] [ 0.54844702 0.61190727 0.44937022 0.59710331 0.37499269] [ 0.84181981 0.47890829 0.55859873 0.35430614 0.39079908] [ 0.81529011 0.50112529 0.49481842 0.27001168 0.37389515] [ 0.38178059 0.47759688 0.45521423 0.68159466 0.41058988] [ 0.24781229 0.58979021 0.3802504 0.79383128 0.58937021] [ 0.63040731 0.53510062 0.48527879 0.53016988 0.37938503] [ 0.41588669 0.62288163 0.4747195 0.48898743 0.42172278] [ 0.60999767 0.46570902 0.54487616 0.34919509 0.37890531] [ 0.51950521 0.52803157 0.4526585 0.3335442 0.41589694] [ 0.6336762 0.4149873 0.63545341 0.6941711 0.40672003] [ 0.28708507 0.46504129 0.54899054 0.59780005 0.67742952] [ 0.2627937 0.65478827 0.50159794 0.59594837 0.45716841] [ 0.38406966 0.69501672 0.29272443 0.58184246 0.48804664] [ 0.53085046 0.4515956 0.52031038 0.47642073 0.35084983] [ 0.55577875 0.31604758 0.68217298 0.60703257 0.49018999] [ 0.70023962 0.36558286 0.49797598 0.23594691 0.4710813 ] [ 0.40768745 0.52585377 0.47392258 0.41399864 0.40741594] [ 0.72748243 0.40279259 0.64009735 0.2826944 0.51426882] [ 0.68261242 0.43208041 0.58173704 0.24775481 0.48081902] [ 0.5812905 0.44672388 0.44554942 0.19756069 0.41776777] [ 0.40442797 0.64752963 0.33302134 0.57711603 0.56489221] [ 0.61658778 0.36689746 0.5851623 0.44951908 0.41006246] [ 0.68008184 0.57679324 0.30866328 0.29614884 0.31390851] [ 0.24581454 0.58385586 0.46689035 0.84112505 0.61988795] [ 0.29570335 0.75437156 0.26853189 0.77637329 0.48535031] [ 0.36988273 0.58353338 0.4937361 0.5142317 0.54428004] [ 0.35319407 0.64674015 0.43710128 0.60794153 0.40065478] [ 0.45444897 0.5349584 0.36860871 0.5870101 0.51978239] [ 0.35880887 0.5236961 0.43756823 0.60339658 0.51240435] [ 0.77171264 0.54335005 0.35927441 0.26430662 0.30441495] [ 0.34385927 0.53133423 0.49832285 0.46346969 0.54164165] [ 0.55167238 0.52974631 0.58784363 0.55149006 0.38931274] [ 0.57825197 0.39622944 0.56132127 0.27412415 0.49163676] [ 0.75097703 0.37720889 0.58261535 0.23262067 0.41241335] [ 0.42065961 0.55121242 0.47309901 0.78526877 0.60576165] [ 0.61364336 0.44201962 0.40943436 0.66175393 0.35148866] [ 0.64895598 0.66710003 0.43802061 0.54063122 0.36246203] [ 0.26837796 0.47337638 0.50418169 0.42812082 0.48454734] [ 0.59357398 0.62146202 0.55799381 0.63285326 0.37919709] [ 0.37392481 0.53315067 0.38005633 0.64377829 0.59111922] [ 0.63630978 0.4525619 0.45481926 0.43838255 0.51820398] [ 0.3051477 0.58726772 0.5701506 0.68943192 0.67693294] [ 0.73398174 0.43893794 0.56808558 0.47579868 0.43117717] [ 0.58826229 0.58726405 0.5098075 0.52403635 0.39620511] [ 0.63157341 0.37088991 0.38211378 0.59486635 0.37131491] [ 0.41471422 0.71943799 0.28198493 0.63030769 0.47394631] [ 0.50073464 0.43786253 0.5311586 0.36696141 0.53545674] [ 0.36573939 0.61932488 0.35813634 0.67133917 0.37454121] [ 0.75517493 0.34836776 0.66093908 0.42199276 0.36246318] [ 0.69198961 0.4260361 0.63956947 0.5187975 0.42392495] [ 0.67896152 0.52064249 0.51408699 0.40740509 0.43317641] [ 0.551038 0.46954651 0.56556063 0.32592081 0.4733475 ] [ 0.70397879 0.42859139 0.54016923 0.25295792 0.37274014] [ 0.56668962 0.40501112 0.5402247 0.38800219 0.37054554] [ 0.43087164 0.71904133 0.44120383 0.73216123 0.49372304] [ 0.64219092 0.4149614 0.34915626 0.54505584 0.34140362] [ 0.18374009 0.59531458 0.41866196 0.89359055 0.57043142] [ 0.30485394 0.6862535 0.30470407 0.82421532 0.56833998] [ 0.56834223 0.62178842 0.42071388 0.45698714 0.33557037] [ 0.53139159 0.41913291 0.48764807 0.64820587 0.42438457] [ 0.4328113 0.53918944 0.42828157 0.4005602 0.50625993] [ 0.2565094 0.52241696 0.50153757 0.76676965 0.4307364 ] [ 0.59618781 0.61798126 0.46016082 0.55453413 0.38429088] [ 0.72844321 0.5487489 0.57728167 0.46803936 0.39888743] Progress: 51.0% ... Training loss: 0.464 ... Validation loss: 0.759[ 0.51479071 0.40953905 0.41038847 0.53795612 0.577965 ] [ 0.80665655 0.46698068 0.52221833 0.176604 0.39400381] [ 0.27588799 0.66621273 0.33847043 0.742212 0.63876993] [ 0.55940305 0.44615544 0.60838967 0.31704268 0.44169192] [ 0.42527764 0.50507911 0.5687535 0.71115734 0.4964734 ] [ 0.67104849 0.49508934 0.47206185 0.28482925 0.44778147] [ 0.8587392 0.36539241 0.53704691 0.09185973 0.42909438] [ 0.74595912 0.33633473 0.57516604 0.39359874 0.43223157] [ 0.56802026 0.49937151 0.48841528 0.42562092 0.46527067] [ 0.43887304 0.61719631 0.35069107 0.53924192 0.42567241] [ 0.69530292 0.39641864 0.56088257 0.45040267 0.35015348] [ 0.69326299 0.41057901 0.55185695 0.25674704 0.38065626] [ 0.44755646 0.4393036 0.4963699 0.44735686 0.52277332] [ 0.80826876 0.54056262 0.40747139 0.37590218 0.26657885] [ 0.36265411 0.66298954 0.46995743 0.70936471 0.43820529] [ 0.46242005 0.53826192 0.54865414 0.29583039 0.55629999] [ 0.62481098 0.41390489 0.56907793 0.55763768 0.44575382] [ 0.35318411 0.51064088 0.40277054 0.77650578 0.44018863] [ 0.78533239 0.46959509 0.42672129 0.38749185 0.48669406] [ 0.46736342 0.57015008 0.48328653 0.47944453 0.50476958] [ 0.32332822 0.56701972 0.5430892 0.75999061 0.43121183] [ 0.52622856 0.50933348 0.51331003 0.45630328 0.6012926 ] [ 0.72204645 0.44025664 0.42364494 0.29324389 0.39559757] [ 0.77249844 0.47523348 0.52791844 0.33023563 0.28535211] [ 0.69673073 0.43295948 0.50644338 0.47082247 0.45780059] [ 0.46164435 0.48263607 0.52379678 0.61768883 0.47077924] [ 0.58971642 0.56431626 0.4108686 0.66954286 0.34040342] [ 0.66169847 0.49118052 0.59211297 0.53050591 0.43799606] [ 0.70328137 0.49408344 0.56401366 0.38779247 0.35902281] [ 0.43292984 0.61679964 0.40556938 0.55159971 0.48311279] [ 0.46217418 0.65160663 0.34272329 0.75482532 0.49619561] [ 0.76423393 0.4933065 0.54152515 0.47051467 0.40173611] [ 0.61250778 0.42159131 0.46779983 0.26952238 0.49835266] [ 0.36431701 0.54214422 0.56122943 0.57580373 0.48669466] [ 0.87710699 0.42513051 0.53323891 0.27865843 0.39634311] [ 0.44884152 0.49366291 0.42679812 0.41900729 0.44806958] [ 0.72190917 0.45318977 0.59859501 0.48757422 0.44052793] [ 0.70379478 0.42370447 0.57847851 0.3476742 0.41154772] [ 0.71459485 0.32249547 0.60896254 0.23797385 0.40627548] [ 0.62655468 0.52357831 0.53921397 0.37605307 0.52960824] [ 0.39853336 0.60597944 0.38399331 0.7759817 0.385029 ] [ 0.37213962 0.53559158 0.43280652 0.64252469 0.44517514] [ 0.78860818 0.54677037 0.31340803 0.56249612 0.35426386] [ 0.48649328 0.41865489 0.46932278 0.4728931 0.34574266] [ 0.77828685 0.60596359 0.41517534 0.58046632 0.42949762] [ 0.24151184 0.64162248 0.45255439 0.86090932 0.5478936 ] [ 0.63943316 0.38574988 0.60980133 0.58269341 0.44129232] [ 0.29327427 0.72563689 0.31429428 0.75614404 0.47265888] [ 0.74589957 0.34913384 0.60323894 0.57582599 0.29082833] [ 0.21607993 0.53279009 0.36067845 0.88132898 0.59647457] [ 0.80861554 0.4016094 0.48805758 0.26599124 0.42813919] [ 0.43256671 0.60717904 0.25631282 0.7075187 0.52452415] [ 0.47055764 0.4504685 0.51736998 0.75897177 0.42741975] [ 0.42841595 0.63560981 0.41842046 0.60056588 0.37143572] [ 0.7644043 0.53931869 0.39667673 0.40687142 0.35776965] [ 0.78576333 0.57273177 0.33403438 0.56021438 0.38851343] [ 0.66575288 0.52816472 0.41936384 0.18932095 0.37329442] [ 0.60570993 0.61152556 0.35539441 0.50962572 0.36737997] [ 0.63459926 0.51997973 0.40563972 0.35730323 0.37636316] [ 0.46709362 0.48676112 0.45834871 0.61210528 0.53529974] [ 0.23408699 0.66777876 0.41713782 0.58559199 0.4022523 ] [ 0.30470301 0.63228163 0.30018864 0.79181504 0.52068885] [ 0.64356061 0.52170716 0.3993974 0.41181606 0.37077679] [ 0.61828415 0.30956173 0.51745365 0.58946923 0.34105991] [ 0.57414173 0.58205052 0.36024747 0.27753944 0.36982439] [ 0.30260546 0.63226041 0.55391884 0.7984573 0.58237133] [ 0.66599005 0.32873606 0.53987192 0.34101176 0.48332779] [ 0.36296284 0.49407973 0.48816429 0.5793817 0.60955324] [ 0.33988032 0.56259231 0.52566114 0.68412572 0.3833695 ] [ 0.7482949 0.43922943 0.45822592 0.33163582 0.37106834] [ 0.46472235 0.45146652 0.60136018 0.61061577 0.43551227] [ 0.77712643 0.55569257 0.38029767 0.34334349 0.38170803] [ 0.369172 0.46509894 0.66616669 0.68690891 0.60267008] [ 0.31476075 0.4665956 0.45839464 0.84580018 0.65199918] [ 0.33333242 0.6567765 0.28807651 0.57986363 0.43077304] [ 0.45910571 0.47157847 0.50687247 0.49221679 0.49736563] [ 0.72842893 0.47338322 0.53052564 0.20925076 0.47174702] [ 0.55323796 0.49936059 0.51285484 0.47015495 0.54917063] [ 0.8166843 0.50554618 0.50799145 0.35214175 0.45743052] [ 0.57630736 0.6324443 0.51503788 0.54129449 0.42807078] [ 0.7012756 0.54910348 0.56389468 0.45877872 0.46132723] [ 0.5148573 0.47069671 0.53086292 0.5101922 0.55386555] [ 0.51767898 0.56047828 0.35682067 0.57323207 0.41984122] [ 0.68419277 0.51526109 0.50625676 0.41126198 0.33131489] [ 0.46202344 0.52875086 0.43151686 0.41832812 0.5381113 ] [ 0.77843271 0.50582069 0.38615304 0.27097302 0.36230579] [ 0.63357413 0.40189799 0.48541121 0.5397376 0.46431006] [ 0.31326073 0.53561314 0.42221492 0.62725009 0.47314643] [ 0.5411182 0.42817154 0.49736166 0.50143245 0.38795507] [ 0.39301156 0.53108321 0.45842139 0.58180279 0.63699798] [ 0.61908451 0.44076335 0.58855972 0.51242461 0.4138011 ] [ 0.54437083 0.53985859 0.44599038 0.72984943 0.38365869] [ 0.60652125 0.5529568 0.45884227 0.46029089 0.60819973] [ 0.62508372 0.52859259 0.47585511 0.47678551 0.37333896] [ 0.63041341 0.35618311 0.52977864 0.50315279 0.37132889] [ 0.73748594 0.36974885 0.57142375 0.37861996 0.42848675] [ 0.87761696 0.47338256 0.4645789 0.1929131 0.38990223] [ 0.66419947 0.45635748 0.43250182 0.39668858 0.35744617] [ 0.5258228 0.41817372 0.56178737 0.4654688 0.64638855] [ 0.36234207 0.59892841 0.35583773 0.66225886 0.4044964 ] [ 0.88632761 0.29258459 0.58333668 0.13177886 0.35794179] [ 0.66900521 0.34948832 0.54188996 0.45506981 0.31484876] [ 0.41981902 0.49763568 0.50655456 0.51747873 0.5304736 ] [ 0.46331643 0.64970417 0.44195447 0.73325391 0.5286731 ] [ 0.52032423 0.51021697 0.47069678 0.78606581 0.5034912 ] [ 0.58834376 0.42471995 0.49087736 0.42754597 0.41854681] [ 0.63138276 0.37120761 0.3819746 0.59487122 0.37145507] [ 0.61953438 0.51470259 0.54930606 0.44463728 0.52937174] [ 0.25800523 0.59598959 0.44884 0.73969629 0.5642647 ] [ 0.67291006 0.60776015 0.42140662 0.26308134 0.3580512 ] [ 0.54781564 0.45060817 0.3185875 0.5436495 0.47645988] [ 0.35579669 0.52090455 0.43604793 0.79056339 0.46277063] [ 0.25860066 0.54242892 0.46297631 0.7277222 0.55946995] [ 0.36802568 0.49755966 0.4784787 0.81558632 0.53361526] [ 0.65610604 0.63669939 0.46471488 0.59820937 0.33831865] [ 0.36869291 0.72732428 0.33165149 0.81997367 0.45823775] [ 0.6387331 0.57061901 0.35250607 0.58602366 0.38639573] [ 0.39219432 0.59528418 0.43954981 0.59117846 0.46083435] [ 0.3528658 0.53868769 0.48384433 0.47420399 0.50937555] [ 0.75126863 0.3129813 0.71362648 0.39451698 0.33018007] [ 0.71704456 0.38225839 0.47899933 0.31613088 0.44004477] [ 0.71734511 0.51740193 0.5119388 0.34785408 0.38056944] [ 0.5444219 0.43432007 0.4869603 0.50000713 0.49751043] [ 0.73748281 0.35333861 0.54798784 0.6271175 0.4081864 ] [ 0.60393994 0.37447195 0.57727374 0.5910213 0.43328521] [ 0.36109586 0.48094153 0.44709025 0.48184137 0.67338846] [ 0.15183678 0.52396317 0.40164816 0.90102205 0.66418059] [ 0.29761734 0.50188371 0.60949152 0.76632663 0.68339648] Progress: 51.0% ... Training loss: 0.464 ... Validation loss: 0.759[ 0.72760269 0.4442793 0.52141856 0.40991399 0.36045451] [ 0.85876013 0.44038226 0.50342512 0.29557424 0.29861807] [ 0.54773222 0.6284253 0.51408009 0.68044956 0.34714948] [ 0.69769445 0.40039696 0.6909105 0.52958104 0.34466449] [ 0.28615146 0.64662393 0.39521408 0.75391853 0.61713714] [ 0.69682054 0.433028 0.50642213 0.47069208 0.45781671] [ 0.64543422 0.49003703 0.54585976 0.55314068 0.37249628] [ 0.2873512 0.69014531 0.28822786 0.73475764 0.52294634] [ 0.46960419 0.48807219 0.48367355 0.54908495 0.57763998] [ 0.53027735 0.66937169 0.41462705 0.71615207 0.55927242] [ 0.7345865 0.4939656 0.54195607 0.3635825 0.41665787] [ 0.76241452 0.33995031 0.53925424 0.21629375 0.37160397] [ 0.42456023 0.57995895 0.4787949 0.71213732 0.47950165] [ 0.71176506 0.40441955 0.50068678 0.31388984 0.47399904] [ 0.55692784 0.51887649 0.3226763 0.41991604 0.36401719] [ 0.69262067 0.3272095 0.59178011 0.56570437 0.441915 ] [ 0.77429043 0.53627699 0.41505429 0.40713613 0.296158 ] [ 0.73150682 0.47986407 0.57969499 0.43879415 0.35336309] [ 0.5961399 0.45462763 0.43684028 0.23975259 0.4662422 ] [ 0.71465661 0.43135833 0.41060544 0.34668265 0.4394491 ] [ 0.47874279 0.60623676 0.51566403 0.72524204 0.44924141] [ 0.74487455 0.58103514 0.55346101 0.4821025 0.4148382 ] [ 0.61840945 0.46074633 0.49621747 0.60080935 0.46681344] [ 0.744535 0.5601223 0.49099064 0.38454431 0.37018074] [ 0.62794117 0.6097941 0.36081998 0.53058222 0.37952552] [ 0.71216476 0.46701055 0.45428414 0.45540586 0.4829254 ] [ 0.68154645 0.42157602 0.613758 0.51129678 0.43066033] [ 0.88039522 0.32263915 0.61031512 0.11455053 0.30083611] [ 0.53008448 0.44247539 0.53857687 0.69351366 0.46057628] [ 0.38321685 0.51218183 0.52283651 0.61003164 0.58451652] [ 0.30911443 0.61282645 0.53637654 0.77589368 0.42791377] [ 0.66817943 0.55128389 0.55201244 0.19405531 0.46185134] [ 0.7713523 0.41477574 0.52448588 0.56490808 0.34161926] [ 0.47361775 0.43462075 0.5877936 0.71368083 0.36776232] [ 0.46513611 0.69127514 0.36246877 0.79867853 0.54979876] [ 0.25509534 0.62558689 0.39428877 0.77860735 0.49563862] [ 0.33087518 0.49084302 0.54748185 0.45399596 0.545703 ] [ 0.45337489 0.57781617 0.60764125 0.57483266 0.5421228 ] [ 0.49780518 0.48953529 0.45040608 0.43443274 0.51471071] [ 0.51929143 0.52387824 0.41286664 0.38227625 0.52265268] [ 0.59240715 0.57385423 0.45323011 0.47345663 0.48207444] [ 0.20588041 0.47010653 0.44327924 0.62904562 0.62904021] [ 0.7349364 0.36386938 0.44893217 0.30439972 0.37627988] [ 0.80069228 0.40714235 0.65327548 0.31009947 0.42046342] [ 0.67165633 0.47409194 0.61553984 0.60825565 0.34505661] [ 0.66656053 0.51884635 0.47189348 0.2656624 0.42243326] [ 0.43075871 0.45824631 0.47449553 0.72661801 0.42029755] [ 0.68816616 0.49950248 0.52113429 0.44203649 0.41537364] [ 0.38786467 0.50844285 0.66837359 0.7355734 0.50071774] [ 0.72958549 0.45615689 0.48477084 0.19179046 0.4580046 ] [ 0.85575731 0.49793128 0.42555175 0.36900973 0.40172107] [ 0.57576943 0.56021899 0.45253838 0.56563181 0.45409079] [ 0.76527823 0.55425722 0.50701046 0.49376758 0.38507253] [ 0.82839905 0.3170602 0.5442749 0.21846969 0.38430351] [ 0.60041155 0.36918259 0.63107274 0.28213675 0.59031543] [ 0.64373319 0.52162891 0.39940679 0.41165597 0.37075846] [ 0.44644635 0.51048157 0.41318175 0.56238459 0.54706536] [ 0.69317985 0.45772426 0.46546059 0.45386602 0.50658222] [ 0.55408195 0.49463789 0.56172336 0.78242368 0.5358711 ] [ 0.81616129 0.47958649 0.39608969 0.44461643 0.42328839] [ 0.49619386 0.50107262 0.52934695 0.5233428 0.46160655] [ 0.41743779 0.51645655 0.57717249 0.50004587 0.70714682] [ 0.33215715 0.4334866 0.43081428 0.56178676 0.59573511] [ 0.43994141 0.70521584 0.30351139 0.7497637 0.42140451] [ 0.29244596 0.53604113 0.50916437 0.88935063 0.6043047 ] [ 0.76495029 0.46811921 0.30399473 0.3433996 0.32928996] [ 0.36285074 0.5820148 0.34021382 0.69988734 0.55163666] [ 0.64263125 0.62079826 0.40977688 0.63838052 0.37684988] [ 0.33317216 0.42927849 0.46362681 0.43906528 0.75080727] [ 0.27586462 0.62253125 0.30796832 0.70026538 0.46237045] [ 0.7590198 0.30880708 0.59378747 0.22094877 0.44861725] [ 0.47798491 0.51852367 0.5169754 0.50418214 0.48923233] [ 0.25161656 0.61897614 0.40026237 0.88520803 0.55231236] [ 0.22074582 0.64761709 0.41451515 0.65057345 0.56853516] [ 0.77830249 0.39867217 0.5312615 0.31229093 0.40947965] [ 0.71003862 0.52555693 0.43643541 0.3279994 0.50363159] [ 0.63967165 0.44732851 0.60036876 0.42061756 0.48966101] [ 0.56872207 0.58666837 0.42666683 0.55320413 0.59141684] [ 0.82144429 0.35026246 0.53273325 0.36456499 0.45153647] [ 0.66752919 0.5350208 0.3799095 0.39934948 0.37976844] [ 0.8163569 0.36747405 0.52924611 0.21294724 0.43197364] [ 0.42208484 0.48987974 0.40896424 0.67321972 0.45422723] [ 0.23439924 0.67758026 0.30068099 0.7868468 0.44334462] [ 0.38715889 0.56610491 0.37879926 0.3528021 0.43736655] [ 0.41346317 0.65759274 0.39188931 0.65263378 0.38720086] [ 0.51688368 0.43404826 0.49275375 0.70979419 0.47675611] [ 0.65417936 0.41918698 0.49248598 0.67149411 0.39165744] [ 0.35201225 0.54977347 0.4421562 0.60673519 0.4501464 ] [ 0.81422089 0.37965404 0.68286469 0.22621316 0.43393044] [ 0.55728507 0.5140409 0.49662215 0.76605084 0.41991283] [ 0.40998376 0.52845335 0.52984683 0.75014232 0.48620465] [ 0.73794967 0.35315453 0.54807831 0.62670213 0.40810367] [ 0.30019052 0.64479504 0.42612726 0.5354841 0.47417622] [ 0.77070172 0.38837564 0.46413446 0.58833484 0.38229085] [ 0.49853393 0.47780816 0.5957538 0.67213255 0.42881606] [ 0.69480255 0.44218757 0.58569453 0.64987308 0.43125035] [ 0.53033841 0.30703406 0.42468174 0.36206954 0.49327119] [ 0.82740748 0.43152566 0.50467296 0.38828888 0.44308306] [ 0.73088762 0.5359587 0.31709899 0.50663397 0.37932019] [ 0.67230094 0.55192282 0.52707471 0.58530648 0.52633677] [ 0.19490279 0.52201074 0.5116983 0.82217884 0.66030768] [ 0.47984254 0.56353809 0.45104588 0.65104134 0.49782966] [ 0.54908129 0.56670979 0.29371543 0.4621367 0.44731652] [ 0.66890534 0.45177232 0.48632271 0.29987749 0.43005951] [ 0.77013099 0.2806582 0.6112527 0.21167168 0.43944883] [ 0.49000856 0.609197 0.24637345 0.75720943 0.50184644] [ 0.37160628 0.64415157 0.30190815 0.56936318 0.42606002] [ 0.15534588 0.66265489 0.4357935 0.85736602 0.42188555] [ 0.5237042 0.41291105 0.47506061 0.37821405 0.52792486] [ 0.40132645 0.69268091 0.44568394 0.55506795 0.48638971] [ 0.44372161 0.50238128 0.39342562 0.49302623 0.4748839 ] [ 0.29629977 0.59699834 0.31908999 0.79239518 0.47917461] [ 0.36503676 0.57353168 0.41726121 0.60739679 0.44252892] [ 0.80707649 0.36968307 0.48382788 0.34255202 0.44914674] [ 0.71237185 0.31682183 0.61561537 0.67398586 0.35513253] [ 0.28258619 0.52106503 0.51240066 0.78257209 0.60601022] [ 0.82559175 0.39459912 0.48583296 0.13018101 0.34226147] [ 0.76359983 0.45492443 0.50789501 0.25086922 0.27998583] [ 0.61855223 0.41050175 0.5696821 0.61087929 0.40993726] [ 0.65184245 0.54312626 0.47214333 0.78290525 0.5072168 ] [ 0.88453189 0.26232514 0.5476224 0.15207665 0.30310832] [ 0.57830218 0.51245347 0.53038128 0.53512861 0.52817873] [ 0.65198551 0.6384745 0.50375394 0.44688076 0.35944827] [ 0.808201 0.40616274 0.53488692 0.36291928 0.31241267] [ 0.5171654 0.62319638 0.48522317 0.59535352 0.43677677] [ 0.75398338 0.3569608 0.55000705 0.11278006 0.35371768] [ 0.79603189 0.33210398 0.53396026 0.25107349 0.39290222] [ 0.50682462 0.54458944 0.49999465 0.59386302 0.40782285] Progress: 51.0% ... Training loss: 0.463 ... Validation loss: 0.758[ 0.66476545 0.35747358 0.35363785 0.36072611 0.39362873] [ 0.51215294 0.59043055 0.36055624 0.39875545 0.32999039] [ 0.66883478 0.40149274 0.5206639 0.29448205 0.45867416] [ 0.15990598 0.63763228 0.5485832 0.84861968 0.63721196] [ 0.43228277 0.49774581 0.5681288 0.40248392 0.4350861 ] [ 0.5655453 0.50413304 0.30591295 0.60075971 0.38725643] [ 0.62840865 0.3577377 0.53177764 0.37405658 0.39121837] [ 0.29253547 0.60362212 0.3262513 0.7409604 0.55096382] [ 0.43530949 0.55095718 0.49525959 0.55185783 0.64910148] [ 0.65181189 0.5472531 0.40819913 0.5097026 0.40663341] [ 0.46926152 0.50211536 0.52773887 0.72687297 0.39553939] [ 0.44966638 0.50734181 0.41262637 0.47362818 0.55171836] [ 0.62631786 0.48457331 0.45504146 0.48104109 0.3434472 ] [ 0.33803243 0.63963183 0.41403351 0.65979231 0.51979255] [ 0.76631361 0.34302909 0.61571562 0.48979749 0.40532651] [ 0.68986671 0.4716774 0.32532784 0.30587862 0.34772832] [ 0.81204246 0.38759422 0.48541982 0.26895418 0.38578038] [ 0.33874583 0.56368626 0.49151746 0.61961966 0.49923825] [ 0.8203659 0.60877875 0.25515508 0.40000504 0.27436638] [ 0.57470151 0.58192361 0.36027063 0.27730072 0.36982375] [ 0.50041383 0.52767959 0.4156253 0.79699645 0.47425216] [ 0.33350237 0.57000015 0.57975417 0.66100771 0.57961836] [ 0.64887334 0.45878582 0.5967381 0.55421232 0.36358158] [ 0.50584211 0.41817219 0.66915779 0.36029546 0.54347948] [ 0.52750887 0.50426206 0.34447318 0.71945071 0.52820196] [ 0.57774115 0.48017019 0.43017076 0.54678571 0.56431365] [ 0.88777843 0.35581044 0.6098068 0.13898492 0.36692741] [ 0.48723912 0.55257149 0.54182051 0.54664538 0.40832162] [ 0.3135494 0.57636665 0.48224449 0.6598726 0.51965665] [ 0.41043189 0.58369254 0.33869961 0.47042854 0.52452281] [ 0.3213524 0.55652144 0.51499899 0.73783598 0.36806946] [ 0.41600775 0.55567818 0.39577653 0.51940783 0.41065933] [ 0.63620479 0.39221219 0.61849294 0.31979786 0.42938212] [ 0.47973864 0.67872921 0.40355453 0.74602967 0.48126178] [ 0.4838708 0.5656549 0.53218667 0.49959584 0.49957394] [ 0.59579075 0.56841958 0.47999651 0.31593671 0.37415363] [ 0.48688463 0.39937073 0.55381944 0.7537892 0.45496185] [ 0.80212321 0.35842656 0.51886606 0.28873066 0.39617589] [ 0.51925401 0.57254567 0.53976454 0.64901785 0.59220486] [ 0.60764238 0.39664278 0.45317437 0.28555501 0.38671284] [ 0.63380982 0.54751169 0.42553405 0.5599972 0.41463436] [ 0.53316379 0.37450481 0.54019454 0.62313631 0.3879092 ] [ 0.39838702 0.57141123 0.34909797 0.46781119 0.50005628] [ 0.64490538 0.52853856 0.60050778 0.74338598 0.46809454] [ 0.21487033 0.71429602 0.3882252 0.79353606 0.6467649 ] [ 0.76614504 0.38530728 0.54045449 0.1613438 0.43053966] [ 0.32176211 0.60287378 0.39869675 0.64274761 0.40338939] [ 0.58241713 0.47294872 0.54844074 0.34324302 0.47215806] [ 0.62938878 0.42864009 0.66415784 0.316644 0.49383858] [ 0.75021715 0.41279849 0.46491481 0.38318366 0.44376143] [ 0.31789825 0.5891401 0.45453009 0.8627355 0.64577878] [ 0.17927022 0.5949594 0.42578378 0.82491674 0.47702015] [ 0.16391646 0.51319285 0.36117617 0.86158688 0.62026221] [ 0.6715822 0.38222995 0.44176717 0.38079171 0.3969949 ] [ 0.85904471 0.43998207 0.50358257 0.29521189 0.29849081] [ 0.43025417 0.70190703 0.44634533 0.72329 0.62282255] [ 0.26179362 0.6556789 0.50119483 0.59660374 0.45754182] [ 0.42538186 0.5554006 0.38651086 0.53514669 0.47299826] [ 0.51690693 0.53992832 0.37661486 0.33341177 0.396551 ] [ 0.53646032 0.52801136 0.58841906 0.55519507 0.49696655] [ 0.20989584 0.60143888 0.50764264 0.80898661 0.5833893 ] [ 0.71958837 0.48866521 0.34877222 0.45210032 0.39764632] [ 0.46698641 0.46383665 0.49204062 0.7288361 0.49213514] [ 0.63999246 0.56113868 0.55742627 0.59830435 0.57150437] [ 0.2350606 0.5397378 0.62127717 0.71976521 0.69538033] [ 0.54764631 0.42590716 0.57069227 0.3867977 0.527615 ] [ 0.65626136 0.37244596 0.54690462 0.51320655 0.4231428 ] [ 0.49974943 0.4713701 0.34079853 0.58262117 0.49506072] [ 0.6371886 0.55266433 0.41987912 0.51681602 0.38613136] [ 0.17244875 0.76958008 0.34841507 0.85750573 0.53260333] [ 0.6697184 0.49928483 0.47714334 0.4581322 0.43536039] [ 0.19481543 0.5915658 0.49562175 0.86333646 0.53708388] [ 0.24635432 0.70996969 0.47249685 0.70508107 0.45265697] [ 0.5914398 0.64069621 0.37964919 0.45715593 0.40599789] [ 0.56402438 0.32821511 0.45096319 0.65027587 0.40383678] [ 0.32354156 0.59363644 0.32810312 0.70877779 0.44405338] [ 0.74399801 0.51635352 0.56606087 0.21843048 0.50665291] [ 0.38248883 0.56142179 0.3592052 0.64814085 0.49382708] [ 0.77068355 0.49498635 0.53175187 0.29551364 0.36047525] [ 0.77111634 0.38944815 0.60531752 0.54613638 0.35796969] [ 0.79633746 0.38034266 0.60251708 0.55773402 0.3502805 ] [ 0.20345085 0.62889041 0.47323134 0.74356225 0.55739168] [ 0.81276975 0.46595227 0.49396896 0.29398006 0.39285875] [ 0.56776588 0.39166531 0.70383787 0.63277036 0.50364209] [ 0.46281956 0.60607861 0.36131201 0.59056348 0.43870949] [ 0.2951944 0.69412787 0.31640658 0.82553155 0.44844114] [ 0.42070117 0.48895381 0.50466475 0.71960983 0.36230358] [ 0.80642345 0.36670126 0.64863191 0.1925539 0.50000307] [ 0.32770832 0.5455749 0.48477283 0.76184911 0.57152962] [ 0.57764915 0.5100414 0.36813859 0.50498322 0.38462757] [ 0.66525182 0.35060175 0.61201837 0.37742031 0.58761853] [ 0.62535808 0.3338043 0.75302449 0.49976723 0.43274477] [ 0.26288414 0.64725666 0.37940528 0.733144 0.44411192] [ 0.49683473 0.41897814 0.67932882 0.70008219 0.49795989] [ 0.48429092 0.59796265 0.43810121 0.67541961 0.39378019] [ 0.71543095 0.64413773 0.5074316 0.45975751 0.4171243 ] [ 0.41065072 0.39546173 0.54016598 0.66915721 0.56644881] [ 0.82239573 0.42702732 0.57199707 0.11518403 0.33592981] [ 0.53244699 0.45708746 0.50085661 0.50721071 0.49062408] [ 0.55503869 0.5077791 0.52722649 0.82781232 0.52752379] [ 0.59097391 0.41553116 0.49976214 0.36531602 0.60618582] [ 0.62479512 0.46043093 0.47198648 0.65310311 0.49202618] [ 0.26259698 0.71991521 0.31531403 0.78540723 0.57691126] [ 0.61828391 0.44060541 0.56989927 0.36628567 0.35589217] [ 0.20232002 0.59386296 0.51380951 0.75293334 0.54694905] [ 0.61420121 0.57285793 0.51152481 0.60938858 0.34898316] [ 0.67092673 0.47754699 0.53125695 0.50166444 0.43938848] [ 0.62753947 0.40649323 0.51861315 0.45396865 0.54984572] [ 0.80482255 0.35894895 0.54794633 0.22270565 0.43220364] [ 0.70101926 0.49524544 0.42947806 0.45374363 0.35073245] [ 0.45610697 0.63084687 0.33632905 0.554977 0.45308473] [ 0.65042018 0.3848619 0.58462104 0.49167466 0.46002075] [ 0.20574369 0.79327383 0.35398371 0.82481882 0.52133653] [ 0.8716646 0.45676256 0.4661415 0.25668864 0.38764193] [ 0.509407 0.41167028 0.40108147 0.57170947 0.49304475] [ 0.82759288 0.40268433 0.59977745 0.19471587 0.45882096] [ 0.43157183 0.62031705 0.50247467 0.48409449 0.54206922] [ 0.60221667 0.56997649 0.47866525 0.60079804 0.47553821] [ 0.69568861 0.46440805 0.50560039 0.23217207 0.4041881 ] [ 0.53023066 0.5896824 0.41441162 0.45017592 0.54850375] [ 0.46914663 0.66596286 0.41096768 0.76332854 0.49685005] [ 0.23695373 0.54883613 0.48407707 0.56156223 0.69324823] [ 0.61500831 0.41503534 0.60668445 0.60772229 0.3876025 ] [ 0.74622735 0.41142601 0.64340235 0.25445013 0.40106885] [ 0.30713416 0.55874885 0.43975729 0.49654296 0.67767901] [ 0.63610035 0.64621177 0.46190963 0.55926719 0.36066258] [ 0.50042652 0.3967313 0.56103226 0.59952827 0.36818079] [ 0.22234032 0.51308796 0.5324546 0.75059553 0.58447794] Progress: 51.1% ... Training loss: 0.463 ... Validation loss: 0.755[ 0.32683878 0.56238926 0.48795967 0.85083173 0.50189916] [ 0.75566948 0.33511211 0.54528764 0.31124561 0.40611142] [ 0.55946221 0.58445592 0.40206918 0.44314514 0.34146797] [ 0.79633317 0.37779974 0.5572993 0.15907443 0.3981972 ] [ 0.72839962 0.42597239 0.47448764 0.32747808 0.52900038] [ 0.66057238 0.44657903 0.48945395 0.18933426 0.35124337] [ 0.64515223 0.57403957 0.45534012 0.56485291 0.34411698] [ 0.48580552 0.36380582 0.55707977 0.54044993 0.63125915] [ 0.71244128 0.36050891 0.63910993 0.28262283 0.48040804] [ 0.76095597 0.52028062 0.55112116 0.49666188 0.3958185 ] [ 0.57641175 0.4443563 0.48309368 0.38520248 0.40119447] [ 0.40821003 0.52973457 0.52931213 0.75095285 0.48669567] [ 0.78305054 0.35860031 0.62284579 0.55185294 0.36407211] [ 0.35211367 0.51192216 0.40225354 0.77686417 0.44067947] [ 0.28688762 0.68357474 0.38194568 0.74752106 0.54164987] [ 0.30273862 0.61585563 0.39412659 0.86386036 0.43180597] [ 0.3334655 0.46704931 0.47477602 0.63776324 0.54208291] [ 0.20386642 0.55543593 0.4611402 0.85553767 0.55279951] [ 0.70794948 0.34826114 0.53440742 0.49834202 0.329062 ] [ 0.6423941 0.56416108 0.44607865 0.63453663 0.42770138] [ 0.59369357 0.46746591 0.44958465 0.41581884 0.3823686 ] [ 0.36133047 0.68841593 0.32737177 0.71997418 0.49956227] [ 0.64634644 0.60027783 0.51569475 0.53998711 0.53704507] [ 0.15430169 0.53102084 0.39155402 0.9053205 0.65905337] [ 0.35593752 0.71604226 0.33442825 0.66647777 0.41645505] [ 0.23461088 0.58093821 0.39801725 0.87010097 0.55440943] [ 0.80540119 0.44677581 0.56791985 0.25088277 0.44101139] [ 0.83471782 0.36227001 0.64743053 0.24663458 0.42526965] [ 0.20743256 0.53695972 0.50152346 0.78391177 0.52493238] [ 0.69166695 0.38956406 0.38463986 0.4538405 0.54386484] [ 0.27952052 0.65199152 0.36422308 0.89501283 0.53986586] [ 0.49725967 0.51492122 0.44815296 0.82100237 0.5227867 ] [ 0.71127346 0.3462664 0.38391205 0.39538642 0.37795067] [ 0.57231944 0.46750693 0.53561632 0.43567167 0.36270062] [ 0.80825074 0.37935679 0.46607265 0.42365097 0.38171876] [ 0.4337142 0.62678555 0.51738711 0.67814535 0.51276901] [ 0.61522347 0.44173621 0.43706736 0.55593243 0.34122013] [ 0.60661165 0.6473726 0.39551092 0.59513316 0.45565627] [ 0.55776107 0.50695123 0.38745909 0.66360276 0.46038808] [ 0.44881511 0.53611146 0.42085529 0.54106917 0.36756487] [ 0.68013141 0.45678866 0.47341086 0.39597597 0.48504414] [ 0.69015004 0.36846311 0.72762152 0.47797001 0.35275879] [ 0.32968299 0.44557729 0.43086054 0.61191942 0.61568154] [ 0.48521948 0.51830848 0.28257546 0.7264742 0.50054793] [ 0.44548598 0.59678411 0.42333414 0.51940385 0.53149532] [ 0.8418831 0.36723479 0.53416013 0.15191994 0.40269032] [ 0.67333268 0.52927727 0.44124418 0.31655605 0.44514257] [ 0.21352466 0.54245365 0.43960884 0.88572498 0.57337905] [ 0.70054461 0.52930481 0.35940699 0.52157821 0.4462566 ] [ 0.72393891 0.39052857 0.46586756 0.45525536 0.47717819] [ 0.62070464 0.65326676 0.41884238 0.58974506 0.43542374] [ 0.51050583 0.50668815 0.56177124 0.7293287 0.39109607] [ 0.58553511 0.51538884 0.57278393 0.52130799 0.44410415] [ 0.89576654 0.28237655 0.52730107 0.24916597 0.34817914] [ 0.42781098 0.41507385 0.61335975 0.66740986 0.52475792] [ 0.6898096 0.42585771 0.50102244 0.20437557 0.42821094] [ 0.55015078 0.53546419 0.42481935 0.47824787 0.41449595] [ 0.74333879 0.56204665 0.36936975 0.40824339 0.45669629] [ 0.66179897 0.64350075 0.40631441 0.46871759 0.41865245] [ 0.38968845 0.48896182 0.38051518 0.61199592 0.53290186] [ 0.4786653 0.49703343 0.50146627 0.66067803 0.33150214] [ 0.57516908 0.63044762 0.53772211 0.53166287 0.40857242] [ 0.45094196 0.55403247 0.4488154 0.37034982 0.43306017] [ 0.73424033 0.57044326 0.53425037 0.51356848 0.42343571] [ 0.83353115 0.44985135 0.58475838 0.2295144 0.39699144] [ 0.25467275 0.62986632 0.35512617 0.73876974 0.41749869] [ 0.26220441 0.72032072 0.31509998 0.78563858 0.5771286 ] [ 0.69757869 0.48041666 0.47874169 0.41790644 0.45582504] [ 0.8124286 0.3921896 0.5036944 0.22677855 0.40585533] [ 0.41961292 0.51545578 0.4544521 0.70448491 0.63708069] [ 0.38772756 0.62276824 0.40442883 0.82069115 0.5015504 ] [ 0.31543632 0.55408097 0.45952932 0.69182258 0.53788537] [ 0.45723282 0.49835377 0.24351319 0.72353216 0.35187212] [ 0.41961247 0.47969039 0.61073227 0.67818957 0.35141822] [ 0.68009503 0.50136943 0.5088841 0.35860689 0.48706627] [ 0.70136604 0.57618244 0.5941188 0.33522629 0.48728128] [ 0.19287514 0.63455797 0.44526036 0.8888263 0.56801011] [ 0.7325229 0.35510902 0.54893872 0.38629677 0.53310224] [ 0.4757299 0.64003797 0.52179099 0.59415493 0.38240749] [ 0.44873958 0.57357802 0.45691678 0.28608679 0.50028592] [ 0.4963499 0.62125846 0.43350832 0.51278813 0.36279158] [ 0.66246028 0.51621013 0.53269541 0.43674045 0.41769586] [ 0.28517016 0.49343216 0.53448452 0.75517992 0.60796409] [ 0.77112846 0.41489891 0.59327471 0.32076053 0.42290325] [ 0.75313013 0.4293872 0.4764422 0.28761886 0.38227981] [ 0.50910011 0.55715269 0.32741479 0.61086432 0.56920445] [ 0.60434922 0.39238973 0.60992937 0.37850356 0.58967483] [ 0.79782277 0.51301514 0.43159962 0.21311352 0.32313578] [ 0.85948579 0.43382903 0.59352511 0.21453871 0.43828484] [ 0.72785008 0.50248761 0.43802033 0.36343445 0.37571753] [ 0.45186968 0.50065317 0.46363459 0.75993372 0.52152912] [ 0.67936771 0.39261046 0.54699932 0.57260916 0.32405867] [ 0.79736158 0.52269218 0.31008893 0.40840098 0.2899452 ] [ 0.37881674 0.6107815 0.50518587 0.78546243 0.45056189] [ 0.78812488 0.35317026 0.4833497 0.27520747 0.55335004] [ 0.24014141 0.52717893 0.30595648 0.83532934 0.58037997] [ 0.58281105 0.54324871 0.51548002 0.34822784 0.44622135] [ 0.53694736 0.49590252 0.31482712 0.48648105 0.46072819] [ 0.87075553 0.45861692 0.42247599 0.37595867 0.36187115] [ 0.60958824 0.58111572 0.44142979 0.33504278 0.4510186 ] [ 0.73330875 0.54192951 0.57531086 0.46846724 0.44183926] [ 0.89029935 0.26586498 0.57220571 0.09464142 0.38294743] [ 0.37039991 0.50040689 0.53313253 0.80043711 0.51620366] [ 0.72104305 0.5404771 0.54989314 0.42054461 0.54884809] [ 0.13126998 0.45667405 0.50306049 0.87135787 0.6372606 ] [ 0.79328264 0.51627922 0.64320867 0.14950514 0.4610446 ] [ 0.50685584 0.65930026 0.44023342 0.52969998 0.29421862] [ 0.60414188 0.37608562 0.47067185 0.36399825 0.4023581 ] [ 0.88714028 0.45821498 0.49901482 0.30222072 0.33115059] [ 0.15129234 0.61158249 0.38153362 0.85267128 0.56075565] [ 0.67067654 0.45616832 0.48985942 0.35274783 0.43196206] [ 0.68999904 0.42920893 0.63706643 0.64338857 0.36621174] [ 0.74974267 0.263101 0.54675759 0.17664133 0.38312644] [ 0.91505283 0.35432523 0.46304496 0.30053155 0.32279754] [ 0.25230319 0.62301923 0.33515771 0.81236569 0.5102801 ] [ 0.61014761 0.49905599 0.37909403 0.58191507 0.38484953] [ 0.63994089 0.31535073 0.65060631 0.61312498 0.44450095] [ 0.65957267 0.59138484 0.54988504 0.61443782 0.45423276] [ 0.4546324 0.56473542 0.56266896 0.49084855 0.52924048] [ 0.64240615 0.40891275 0.53998605 0.68805416 0.30259443] [ 0.53081052 0.61500176 0.44643339 0.65980861 0.45918292] [ 0.78180686 0.43651921 0.57970323 0.1806167 0.36961162] [ 0.73639674 0.39357981 0.4307822 0.19736235 0.38364934] [ 0.36155983 0.66404219 0.46947292 0.70985784 0.43864845] [ 0.49195017 0.6067741 0.34007964 0.49480574 0.43459478] [ 0.30907346 0.65279408 0.3924208 0.50642978 0.43446496] [ 0.41184539 0.59287632 0.37416709 0.51871041 0.49851834] [ 0.62420254 0.39632736 0.51967176 0.50213785 0.30142959] Progress: 51.1% ... Training loss: 0.463 ... Validation loss: 0.756[ 0.54033738 0.62168603 0.35885025 0.3378703 0.41681675] [ 0.5728309 0.58738938 0.30334092 0.43482427 0.32240098] [ 0.30041486 0.56962968 0.38170142 0.59074762 0.4125671 ] [ 0.78387548 0.59214286 0.56363447 0.46341753 0.39231347] [ 0.39082045 0.66014196 0.40689534 0.74630489 0.48078807] [ 0.33443218 0.5188115 0.56267119 0.7167382 0.37448874] [ 0.61818528 0.60406782 0.46558133 0.52068809 0.40907378] [ 0.81371572 0.40327706 0.46230601 0.15293663 0.24399448] [ 0.27881815 0.67573522 0.39341899 0.77564391 0.53025092] [ 0.73146021 0.32647309 0.63534796 0.26168279 0.4691045 ] [ 0.57332117 0.33703631 0.42931416 0.43702948 0.44575485] [ 0.47415889 0.49389235 0.42814577 0.63991046 0.61466706] [ 0.25066675 0.73115027 0.28377641 0.81525423 0.46067251] [ 0.67997395 0.58856678 0.509266 0.45555976 0.48595585] [ 0.47646215 0.57537646 0.5805648 0.55322073 0.49072507] [ 0.73684849 0.51336452 0.41758741 0.31853557 0.36921311] [ 0.63479531 0.43321265 0.50521605 0.46001859 0.56123595] [ 0.62186326 0.65272858 0.41906824 0.58899455 0.43520327] [ 0.35435344 0.57730456 0.43615009 0.78835618 0.52871315] [ 0.42184587 0.56228279 0.3869453 0.80200281 0.35537301] [ 0.50055644 0.59708777 0.43827495 0.43816029 0.43695732] [ 0.79972915 0.40694443 0.5134919 0.17944826 0.27338858] [ 0.62110653 0.63807283 0.38220944 0.72335199 0.3726054 ] [ 0.33460533 0.55651782 0.49721279 0.69611974 0.48953245] [ 0.45777606 0.51854605 0.49835985 0.50647003 0.48611553] [ 0.23432617 0.5406159 0.62093309 0.72027637 0.69565684] [ 0.77857884 0.5058452 0.5042808 0.52771944 0.34855796] [ 0.61740017 0.56393016 0.44449216 0.56565726 0.38232291] [ 0.82762875 0.44640789 0.45448626 0.28974045 0.27086687] [ 0.60659878 0.59335219 0.29277055 0.48624338 0.32098126] [ 0.35266072 0.64210384 0.38443526 0.66343792 0.41272185] [ 0.43350445 0.72466503 0.3477758 0.61135608 0.43914353] [ 0.7416812 0.46303349 0.45445048 0.34925681 0.39280808] [ 0.37660179 0.53100608 0.53607111 0.76363631 0.45174357] [ 0.60941055 0.64574844 0.4517885 0.5377296 0.37246228] [ 0.46957022 0.51349312 0.62462722 0.61616577 0.448587 ] [ 0.4653685 0.43206747 0.64206764 0.57268163 0.46676627] [ 0.32417737 0.57834715 0.46139024 0.77740821 0.40528933] [ 0.42743947 0.57063485 0.42481994 0.64882343 0.47999367] [ 0.33449446 0.53223615 0.47703724 0.74696983 0.4146802 ] [ 0.82411145 0.47738892 0.57996108 0.39270335 0.38601473] [ 0.41020652 0.5602411 0.55833262 0.67906273 0.38578195] [ 0.60550389 0.38353178 0.4998312 0.28865274 0.44894342] [ 0.77406502 0.52218138 0.47410678 0.4407179 0.44767259] [ 0.73668429 0.54864133 0.57342302 0.41512181 0.543524 ] [ 0.67888942 0.5157642 0.42371605 0.44356083 0.38917322] [ 0.70047897 0.44509854 0.53023997 0.50017412 0.37453683] [ 0.42043513 0.50086755 0.5062471 0.65215464 0.58771045] [ 0.77477508 0.28276816 0.642009 0.16817352 0.43474817] [ 0.69100484 0.36807637 0.72775437 0.47735766 0.35262286] [ 0.68132006 0.44886015 0.58082256 0.54794183 0.41110556] [ 0.72647826 0.27318761 0.61725122 0.20940518 0.4416153 ] [ 0.35089684 0.54631145 0.3529242 0.59390366 0.49618874] [ 0.72276551 0.35520475 0.59066732 0.28254125 0.368861 ] [ 0.59631685 0.51291844 0.42881359 0.59276156 0.57349334] [ 0.45211192 0.53851324 0.52917615 0.5196692 0.62148751] [ 0.44596265 0.48835828 0.5199075 0.76338085 0.56842454] [ 0.72131541 0.30673541 0.63761081 0.57433664 0.42414551] [ 0.66992377 0.5831299 0.46433882 0.51844157 0.3413539 ] [ 0.42342658 0.49262498 0.43681239 0.65517029 0.60020522] [ 0.44542699 0.54524809 0.43334873 0.68308918 0.58456787] [ 0.48528069 0.64755024 0.43877525 0.70817989 0.57502678] [ 0.18507911 0.70055148 0.28100254 0.71858895 0.52801506] [ 0.63303283 0.54719769 0.4725035 0.47179288 0.40265941] [ 0.44299127 0.50019353 0.40314519 0.34393435 0.38026032] [ 0.21956555 0.64910901 0.41386788 0.65161765 0.56914358] [ 0.548779 0.50607729 0.38515994 0.63129411 0.42722707] [ 0.48674023 0.43960043 0.4257168 0.62889979 0.57205689] [ 0.63458091 0.47734882 0.38188554 0.46306885 0.33551753] [ 0.39786501 0.60179704 0.32314347 0.53319513 0.51951724] [ 0.62755067 0.48804967 0.43037061 0.51428037 0.37557802] [ 0.61401961 0.50131732 0.41500677 0.15711938 0.36965586] [ 0.36434041 0.56981435 0.41018911 0.76097845 0.43093657] [ 0.43453264 0.54250248 0.52561833 0.62864388 0.48669688] [ 0.61340644 0.57351023 0.44460154 0.28962411 0.44671618] [ 0.6091504 0.45939 0.49217211 0.38731409 0.39459351] [ 0.6253215 0.65757861 0.20647302 0.44386165 0.33881281] [ 0.12113903 0.69480928 0.45967837 0.78871472 0.68905355] [ 0.8685354 0.31525215 0.54496093 0.18465392 0.36564604] [ 0.58005597 0.46067109 0.41837247 0.42597175 0.48308778] [ 0.61624148 0.58550407 0.48898204 0.4356623 0.51770405] [ 0.59598042 0.57820982 0.53131772 0.39017306 0.44012045] [ 0.85295734 0.39658364 0.45307196 0.26321319 0.41327461] [ 0.39297663 0.39675592 0.45172412 0.54120258 0.59295133] [ 0.7503882 0.53131167 0.60283633 0.25429203 0.50114902] [ 0.6272302 0.43864496 0.58666473 0.25604083 0.52112314] [ 0.70260129 0.37435897 0.70850841 0.45731961 0.35470985] [ 0.43676171 0.44644032 0.46495037 0.54039509 0.42491168] [ 0.42586649 0.52201667 0.50033367 0.80037183 0.55644036] [ 0.60931813 0.44799076 0.49266835 0.65775431 0.35161023] [ 0.57891687 0.48315134 0.44923603 0.38396115 0.35713259] [ 0.63555506 0.45878346 0.51386014 0.3552636 0.51939592] [ 0.8177053 0.30593939 0.61728654 0.13900385 0.45672547] [ 0.58792045 0.44053688 0.57241237 0.64199044 0.31297245] [ 0.53748513 0.50937943 0.38258561 0.6812512 0.5026935 ] [ 0.55637395 0.53587274 0.42760877 0.48269728 0.60882029] [ 0.68076622 0.46541101 0.57961014 0.47371602 0.39510252] [ 0.53785516 0.41709796 0.54458093 0.54752646 0.4550714 ] [ 0.52919066 0.39180831 0.49271328 0.68341304 0.37778819] [ 0.5779535 0.57327888 0.2435858 0.58810244 0.40057717] [ 0.80294773 0.44373222 0.5854328 0.3361507 0.40152894] [ 0.84097111 0.35214298 0.53083917 0.29266731 0.45094307] [ 0.64344154 0.58608955 0.40730372 0.19250159 0.35841039] [ 0.5198685 0.61857081 0.49302796 0.62150683 0.46045553] [ 0.77294693 0.52620717 0.43655113 0.45569978 0.32275742] [ 0.698251 0.32939203 0.56443919 0.34094036 0.50887402] [ 0.47188045 0.52694487 0.50344287 0.64646712 0.43467588] [ 0.66640176 0.41211697 0.68093561 0.33971627 0.36755054] [ 0.56733979 0.43803575 0.43729239 0.58705425 0.3569386 ] [ 0.39386414 0.4796014 0.59238319 0.48342663 0.59264423] [ 0.47790427 0.48401623 0.51339969 0.64940067 0.59249866] [ 0.57526121 0.44487162 0.50530617 0.41576379 0.49522904] [ 0.46883142 0.46330185 0.49224599 0.72799701 0.49193405] [ 0.19300996 0.47258513 0.43382522 0.81635767 0.6273787 ] [ 0.50008686 0.46840982 0.50228164 0.5568441 0.65444404] [ 0.65454855 0.58526396 0.47583209 0.43756562 0.37910471] [ 0.70588538 0.32268027 0.52833086 0.61247391 0.47073894] [ 0.57718076 0.69093225 0.35702591 0.64805665 0.38433978] [ 0.52653403 0.60434648 0.55918343 0.56719155 0.42852994] [ 0.19885281 0.49044724 0.41236053 0.82195631 0.66161747] [ 0.43916763 0.7108089 0.47011365 0.62731243 0.46294383] [ 0.55618731 0.50630448 0.59575569 0.37498988 0.41859321] [ 0.37661586 0.61004221 0.53378754 0.57675781 0.47621325] [ 0.5607859 0.51641651 0.47181125 0.66906623 0.38423815] [ 0.8016546 0.4672419 0.57018117 0.22199192 0.38054663] [ 0.63933216 0.54432475 0.28482465 0.43409919 0.33606427] [ 0.54704372 0.5871312 0.49637114 0.63476337 0.48721726] [ 0.46899026 0.6164471 0.55746774 0.50732494 0.52650719] Progress: 51.2% ... Training loss: 0.462 ... Validation loss: 0.757[ 0.4802917 0.46632867 0.5118366 0.664595 0.51542541] [ 0.5694816 0.39074659 0.51022323 0.34552956 0.49636794] [ 0.61901272 0.49186456 0.44811285 0.71496774 0.40376336] [ 0.46063954 0.67409562 0.29974518 0.61548902 0.40744469] [ 0.78741841 0.46873153 0.59208413 0.32676957 0.4561571 ] [ 0.68741076 0.40339405 0.57568618 0.45439017 0.3223094 ] [ 0.60970061 0.41742162 0.51013899 0.49383645 0.46539472] [ 0.56124054 0.4957733 0.44978063 0.8185849 0.4752675 ] [ 0.47427179 0.55509044 0.59366819 0.5622897 0.43277984] [ 0.577869 0.55472508 0.47378005 0.56098891 0.36900671] [ 0.75869902 0.42021129 0.42118316 0.31469734 0.32789502] [ 0.78871915 0.31414305 0.57419146 0.31893321 0.49804136] [ 0.34792192 0.54273094 0.525841 0.53431832 0.56062282] [ 0.78658652 0.3409342 0.62513344 0.16877499 0.47494904] [ 0.43225065 0.62192247 0.37606087 0.82609566 0.42940362] [ 0.78888483 0.4489445 0.51579563 0.31690144 0.42742551] [ 0.62868831 0.63478496 0.36548474 0.57575418 0.42655487] [ 0.65009786 0.51323028 0.47187816 0.50189361 0.40181807] [ 0.77679689 0.38949157 0.67628577 0.32151397 0.43496552] [ 0.44521523 0.54892222 0.54657501 0.41733165 0.5111901 ] [ 0.72388281 0.31036616 0.44240181 0.60075004 0.39292974] [ 0.27342028 0.63465944 0.34443328 0.86403775 0.51798902] [ 0.66402491 0.51928187 0.44991535 0.44434101 0.47876598] [ 0.58628016 0.54054636 0.35126178 0.51745216 0.39540607] [ 0.81679192 0.31070694 0.55405098 0.18119679 0.39611084] [ 0.52072777 0.58711306 0.43508711 0.496831 0.43498397] [ 0.34431715 0.59065653 0.39725787 0.763359 0.35639372] [ 0.56869056 0.46665763 0.55015239 0.45903085 0.44602923] [ 0.46399263 0.59790448 0.33235288 0.59869318 0.48836477] [ 0.39198883 0.57113855 0.36748694 0.47654548 0.45873218] [ 0.46008911 0.43142292 0.4207003 0.63907759 0.4910163 ] [ 0.23642374 0.54574949 0.54271698 0.80185048 0.5639041 ] [ 0.61340295 0.50865064 0.49498631 0.58929035 0.51661579] [ 0.43564118 0.48812116 0.45594803 0.50966378 0.45464262] [ 0.49340585 0.48108397 0.54434257 0.45293012 0.39756059] [ 0.36777278 0.49861563 0.48873999 0.65233146 0.46221882] [ 0.49935903 0.59295355 0.32645942 0.65982611 0.26151144] [ 0.90681916 0.25437869 0.42730437 0.17142893 0.36491826] [ 0.23029599 0.63839255 0.3787925 0.88371551 0.4886889 ] [ 0.68025488 0.52754044 0.54407622 0.43148762 0.50313641] [ 0.219944 0.60496923 0.44209449 0.81161221 0.57738742] [ 0.29261957 0.56841962 0.55084708 0.80334448 0.59401671] [ 0.36134589 0.49545619 0.48758563 0.58040849 0.61004007] [ 0.74156931 0.29811631 0.53489766 0.3213692 0.44292666] [ 0.66313237 0.40756419 0.52370178 0.47747748 0.40033588] [ 0.5037132 0.47500759 0.5168366 0.49757649 0.51678785] [ 0.77695252 0.3410106 0.53813788 0.25772957 0.52936984] [ 0.49277959 0.45726107 0.60551449 0.45226408 0.49077021] [ 0.56925836 0.56483026 0.44138165 0.51036105 0.47982099] [ 0.76933382 0.32313197 0.4902882 0.21424283 0.37662044] [ 0.70467797 0.47851446 0.49210204 0.32271961 0.39545038] [ 0.73600571 0.6744116 0.50887382 0.45175115 0.44172578] [ 0.36443049 0.45603105 0.38197332 0.64823065 0.45858146] [ 0.80911031 0.38314397 0.44272373 0.24275309 0.36340708] [ 0.5367808 0.3508357 0.41040327 0.46097153 0.57970291] [ 0.62657009 0.49195095 0.45493921 0.54019052 0.52537018] [ 0.41290042 0.60019257 0.51218264 0.55773133 0.4296984 ] [ 0.73856108 0.55171307 0.44199091 0.55775869 0.34781607] [ 0.69965309 0.63684796 0.57451153 0.51394271 0.48290133] [ 0.7362342 0.39390018 0.43062319 0.1974903 0.3837839 ] [ 0.76044235 0.45814633 0.51617494 0.38478891 0.43666184] [ 0.56943378 0.59100184 0.51705348 0.22496623 0.42519853] [ 0.5743194 0.53256312 0.58475352 0.52495729 0.54422267] [ 0.40846617 0.57105956 0.42764445 0.46247396 0.57269553] [ 0.62108781 0.66755035 0.34151566 0.72823059 0.55220451] [ 0.47763053 0.45686729 0.52717438 0.28670929 0.58348332] [ 0.85086428 0.47731352 0.57968879 0.17991423 0.41437704] [ 0.58174604 0.48091879 0.46896599 0.57462759 0.53987223] [ 0.67787285 0.54687805 0.46820512 0.43144343 0.42026815] [ 0.54149593 0.55049329 0.56812064 0.49482862 0.62609469] [ 0.5879679 0.41688153 0.45001778 0.64920127 0.33662624] [ 0.49207142 0.50447211 0.55361106 0.70119955 0.36991319] [ 0.63498155 0.51296031 0.57581978 0.60606717 0.43089087] [ 0.18409395 0.50731444 0.37837887 0.82520476 0.58498966] [ 0.31744118 0.66005194 0.30968974 0.77066205 0.45101255] [ 0.50786501 0.59168665 0.63450819 0.52606222 0.51379225] [ 0.83830622 0.44516634 0.46575271 0.2935081 0.3945737 ] [ 0.51018908 0.41540478 0.46063183 0.55710147 0.37814657] [ 0.74103265 0.48138592 0.49523407 0.24187914 0.38242578] [ 0.79543975 0.37843318 0.55702062 0.15949082 0.3984512 ] [ 0.37738049 0.61377358 0.5524001 0.57986809 0.50460356] [ 0.76830737 0.57877153 0.42532715 0.26202963 0.38875323] [ 0.62179545 0.56650923 0.51342967 0.47326415 0.50905754] [ 0.61005639 0.48931312 0.45482787 0.66423132 0.36305914] [ 0.72930939 0.35733637 0.63388027 0.43320216 0.48054648] [ 0.46446423 0.62532863 0.61651128 0.62269352 0.58730324] [ 0.6706404 0.64009413 0.23232125 0.45468707 0.39674242] [ 0.856405 0.53029669 0.38318223 0.4385049 0.36285326] [ 0.54026192 0.66151589 0.53088394 0.65085768 0.42428333] [ 0.4206191 0.53502573 0.39431702 0.57463852 0.38242539] [ 0.79689568 0.43205328 0.42473392 0.26332511 0.40043739] [ 0.6667037 0.42252393 0.53162362 0.62471476 0.31955289] [ 0.30662961 0.69134217 0.34183383 0.7294502 0.50367668] [ 0.80894378 0.45147764 0.52998692 0.25841983 0.3943202 ] [ 0.61316185 0.65988836 0.37398421 0.55645705 0.45228803] [ 0.52324552 0.43152387 0.50502811 0.20345681 0.50243511] [ 0.86949003 0.38316304 0.52929808 0.16533201 0.41494758] [ 0.3486079 0.56414952 0.4210134 0.51016289 0.53869992] [ 0.4039305 0.52067239 0.6081604 0.60510642 0.5417435 ] [ 0.77071713 0.56123441 0.47124722 0.4269467 0.33562393] [ 0.42961548 0.63556571 0.4184123 0.59984321 0.37144372] [ 0.49194717 0.6090282 0.24636225 0.75633934 0.5018562 ] [ 0.62083055 0.3840601 0.55892428 0.55977213 0.36510885] [ 0.13613314 0.60983724 0.41497573 0.89011276 0.56513993] [ 0.38417312 0.65391678 0.35834577 0.52714577 0.32726219] [ 0.49380636 0.44331684 0.39694028 0.44750422 0.42504504] [ 0.5520071 0.52998663 0.49378786 0.58315109 0.46551477] [ 0.63313625 0.64358053 0.35474383 0.42093736 0.43798059] [ 0.39442898 0.69533808 0.43835365 0.74230064 0.47887689] [ 0.21233459 0.51382582 0.43796641 0.86307818 0.57717874] [ 0.66985555 0.33884755 0.54407397 0.71154989 0.44054497] [ 0.30760328 0.67545727 0.44018689 0.73788293 0.5902766 ] [ 0.18771484 0.60875212 0.38514839 0.84281301 0.53477358] [ 0.52249424 0.50437097 0.54655326 0.69943809 0.4623691 ] [ 0.36749537 0.61437859 0.53299359 0.51408502 0.54131713] [ 0.55761851 0.45185059 0.56078451 0.59199701 0.57348461] [ 0.44954242 0.54014103 0.52129507 0.73140616 0.45007444] [ 0.88670312 0.38651143 0.5281081 0.15893801 0.34929768] [ 0.82876524 0.4212455 0.51590407 0.1501141 0.32831261] [ 0.57530259 0.41460219 0.5283115 0.59888809 0.41142122] [ 0.47423104 0.62758729 0.34926186 0.6842391 0.36623292] [ 0.69012945 0.27381529 0.63332755 0.58555751 0.45155184] [ 0.55066222 0.56465859 0.57897354 0.46512244 0.34540557] [ 0.74542558 0.46270144 0.52635958 0.49468615 0.39099061] [ 0.40846081 0.41104125 0.51855614 0.64268052 0.68675579] [ 0.83873426 0.43139142 0.50208226 0.38365227 0.37100247] [ 0.79573288 0.39631764 0.52580775 0.25742443 0.46074217] [ 0.54610486 0.42151326 0.57142058 0.33250752 0.46069057] Progress: 51.2% ... Training loss: 0.462 ... Validation loss: 0.758[ 0.6881624 0.55538988 0.45349354 0.41293048 0.39559124] [ 0.31405632 0.66075711 0.37521421 0.73882095 0.51494361] [ 0.41193989 0.57543319 0.65407102 0.74746792 0.58189298] [ 0.54570041 0.46964277 0.55603842 0.60600795 0.36641054] [ 0.35203085 0.54024051 0.49481659 0.53645778 0.62151234] [ 0.76571723 0.54970533 0.35681261 0.44945511 0.3355201 ] [ 0.61399884 0.50833335 0.49510277 0.58891468 0.51650245] [ 0.31111365 0.61832595 0.36344102 0.82833734 0.35874088] [ 0.77756288 0.38062434 0.38279718 0.2382696 0.37231301] [ 0.64489763 0.61971072 0.41019481 0.63671082 0.37649045] [ 0.38268189 0.51066381 0.46006156 0.66736004 0.38618056] [ 0.39323989 0.60027426 0.50791801 0.58988194 0.44089606] [ 0.31813517 0.51792346 0.52339594 0.58997548 0.52006056] [ 0.2220103 0.69709814 0.44987044 0.81409473 0.56328029] [ 0.63385072 0.57199541 0.56228053 0.56244397 0.49488334] [ 0.61594787 0.48220391 0.59109063 0.64401594 0.48201581] [ 0.44482227 0.66792548 0.36495019 0.7064162 0.35342228] [ 0.56785915 0.53036251 0.6572267 0.60196614 0.52300563] [ 0.46326853 0.50083702 0.5801763 0.77744369 0.37854068] [ 0.50148451 0.48606532 0.57618193 0.50159437 0.39693798] [ 0.36051289 0.6189999 0.56961016 0.65268401 0.52870572] [ 0.58999097 0.44720074 0.51530201 0.59735175 0.37213213] [ 0.31457313 0.5763919 0.48221497 0.65924273 0.51968506] [ 0.25614835 0.61035088 0.4399269 0.64099914 0.49904744] [ 0.59904614 0.33539635 0.6668793 0.65851029 0.48836021] [ 0.66112782 0.39350249 0.53559472 0.47964691 0.40080633] [ 0.55741154 0.46763547 0.48885219 0.79417776 0.47778695] [ 0.32159612 0.54879779 0.36146012 0.50518603 0.48331416] [ 0.64337849 0.47839368 0.5455135 0.4160787 0.52552162] [ 0.54958093 0.46719033 0.45265538 0.50619377 0.39034699] [ 0.15186362 0.52563262 0.40097035 0.90102618 0.66473225] [ 0.37404317 0.54177825 0.38627525 0.70003529 0.59378582] [ 0.38616985 0.53108092 0.48858298 0.65448574 0.37901934] [ 0.36617549 0.49223811 0.49820337 0.67178113 0.49709173] [ 0.72609304 0.47666576 0.60061448 0.28445385 0.49140106] [ 0.79232066 0.53192603 0.49169844 0.27435365 0.33847949] [ 0.33676248 0.5271822 0.45237676 0.75572808 0.46588238] [ 0.77998269 0.49700058 0.59568317 0.4213812 0.34628524] [ 0.62304757 0.54908593 0.69005263 0.4602007 0.49088858] [ 0.69018238 0.26819422 0.56014662 0.32356547 0.46402005] [ 0.59640468 0.53949899 0.58189766 0.73113218 0.52673901] [ 0.54466987 0.46023109 0.45153546 0.50771015 0.52200249] [ 0.57346341 0.60248544 0.2598254 0.62993827 0.45074363] [ 0.57724242 0.42944774 0.58003303 0.56971354 0.3426104 ] [ 0.53738558 0.57830566 0.58546588 0.55868388 0.45681158] [ 0.4105717 0.59306485 0.48912725 0.75913206 0.62827994] [ 0.39311986 0.5736671 0.31815436 0.54321324 0.49070444] [ 0.41406868 0.71442999 0.30053055 0.80436511 0.35947565] [ 0.69920122 0.48752059 0.49305891 0.28866914 0.37305405] [ 0.69544494 0.31606784 0.52051243 0.50550834 0.37000491] [ 0.51503696 0.5453589 0.44260727 0.8081363 0.35702948] [ 0.59330008 0.41745342 0.48690558 0.6823937 0.42909457] [ 0.80572753 0.52289068 0.57643001 0.28156806 0.46298107] [ 0.80683527 0.46243531 0.59123515 0.30744655 0.4521407 ] [ 0.47370111 0.61499634 0.35716375 0.61563109 0.49721584] [ 0.31829721 0.65274011 0.45442529 0.56362099 0.58558873] [ 0.60946091 0.38010178 0.52323025 0.35927431 0.52128997] [ 0.66267887 0.41914143 0.4661392 0.56089354 0.48974386] [ 0.54213874 0.43718788 0.58686014 0.6187733 0.52630387] [ 0.52312781 0.59254193 0.38739037 0.36598648 0.36690099] [ 0.53762691 0.55099395 0.40031187 0.44459236 0.39061543] [ 0.70766549 0.46537109 0.38503193 0.6820927 0.41630006] [ 0.48839919 0.58310434 0.48765155 0.68987999 0.56936073] [ 0.56755955 0.46883787 0.39564529 0.52098452 0.5600594 ] [ 0.28800319 0.5677257 0.32583859 0.88698741 0.64783161] [ 0.28307422 0.49453794 0.55378037 0.75248521 0.63861935] [ 0.14955841 0.57856237 0.40766117 0.86955225 0.5477904 ] [ 0.70641465 0.50308775 0.43542463 0.44277806 0.37770727] [ 0.48894373 0.48334077 0.62786468 0.4497287 0.52737447] [ 0.79522982 0.44388939 0.64510325 0.33978437 0.39468747] [ 0.55877084 0.51075459 0.4849486 0.52645884 0.35675567] [ 0.38212109 0.47544923 0.52322097 0.5452562 0.52976368] [ 0.59564197 0.53512742 0.44891512 0.58194965 0.39840923] [ 0.75521599 0.44598264 0.37187289 0.37477627 0.46953932] [ 0.8025018 0.35530201 0.54143698 0.2518202 0.42817041] [ 0.77299744 0.50364675 0.45066601 0.37610582 0.33418801] [ 0.50776452 0.48240985 0.5674418 0.517766 0.45038896] [ 0.38163685 0.55286358 0.61429436 0.75973486 0.51380017] [ 0.73211098 0.51060357 0.3562355 0.45288748 0.31376359] [ 0.47391697 0.34160165 0.51440441 0.67921418 0.51487229] [ 0.86727068 0.34226975 0.57705066 0.18167308 0.33149711] [ 0.74620661 0.51901362 0.39750243 0.36814332 0.43564227] [ 0.43870596 0.53100486 0.60316877 0.56496774 0.48507569] [ 0.73177152 0.46264329 0.67604263 0.39393446 0.38158521] [ 0.35212055 0.49909861 0.44888692 0.74143265 0.43496262] [ 0.88405492 0.32714635 0.63053968 0.16824605 0.39933207] [ 0.4915478 0.40657056 0.51351046 0.75668658 0.53455582] [ 0.66602098 0.5126999 0.48104655 0.48257251 0.45410151] [ 0.70220081 0.32619958 0.6251861 0.43122879 0.4316662 ] [ 0.62051785 0.3933496 0.69225631 0.53725502 0.50363446] [ 0.60380232 0.42405469 0.45437641 0.47612357 0.44114814] [ 0.68702324 0.41102898 0.61614156 0.40951735 0.40015965] [ 0.81477985 0.46029227 0.63490517 0.16580313 0.43643652] [ 0.72982689 0.47399296 0.62152066 0.47559382 0.47602918] [ 0.61752543 0.41406215 0.60706731 0.6061097 0.38726125] [ 0.21970822 0.52410702 0.36944057 0.78503638 0.49385386] [ 0.74657982 0.51964499 0.5786183 0.5249585 0.41230427] [ 0.36263085 0.55026931 0.32257239 0.70728026 0.62826816] [ 0.44200843 0.61678544 0.49388874 0.6615057 0.43246642] [ 0.51834824 0.5601167 0.55310867 0.52629327 0.39798717] [ 0.44200843 0.61678544 0.49388874 0.6615057 0.43246642] [ 0.62149792 0.64774812 0.288243 0.46926561 0.33517887] [ 0.48486043 0.64716973 0.33070726 0.71940184 0.42476709] [ 0.69332776 0.35340898 0.72125624 0.24757468 0.54770724] [ 0.28702419 0.49276216 0.53475707 0.75428401 0.60772972] [ 0.21868692 0.64466512 0.37892327 0.72379369 0.45954974] [ 0.26738694 0.54957828 0.54565947 0.8463064 0.63482784] [ 0.56314078 0.52696512 0.43360291 0.56703692 0.3296296 ] [ 0.67109778 0.61956864 0.49366189 0.6704951 0.43936818] [ 0.28766422 0.64320805 0.39761463 0.74062476 0.53629722] [ 0.86522018 0.33228966 0.67938805 0.12972213 0.32221701] [ 0.32552523 0.5050367 0.52309805 0.56044277 0.51914576] [ 0.42666995 0.64866268 0.4644423 0.63569266 0.43352379] [ 0.66152787 0.41224055 0.58271562 0.51316094 0.28616868] [ 0.79619433 0.45123954 0.47295559 0.44518719 0.40200798] [ 0.48328291 0.68212803 0.38469236 0.62722106 0.29088275] [ 0.57875238 0.56160811 0.41175689 0.4826972 0.39428971] [ 0.50680374 0.52795258 0.58871198 0.52911802 0.6297788 ] [ 0.40406436 0.53059012 0.55511127 0.72344592 0.5582092 ] [ 0.44563139 0.53966657 0.45568512 0.63358833 0.46999337] [ 0.71338154 0.49861029 0.45431103 0.21135338 0.28645292] [ 0.37046636 0.69566517 0.4608289 0.69975783 0.48535822] [ 0.45941305 0.50544818 0.42661364 0.40414249 0.51788882] [ 0.74824164 0.38803465 0.46287763 0.23112162 0.31765858] [ 0.52018811 0.37913198 0.59247105 0.41898604 0.6540371 ] [ 0.34247727 0.46587245 0.32794636 0.60925333 0.54334929] [ 0.76510513 0.46281563 0.40816847 0.28372796 0.40990393] [ 0.76323034 0.51433874 0.64833142 0.39425969 0.34629897] Progress: 51.3% ... Training loss: 0.462 ... Validation loss: 0.756[ 0.20145943 0.49859638 0.4210257 0.81842673 0.63505185] [ 0.54070938 0.60815689 0.38472417 0.76040904 0.48557689] [ 0.53066412 0.47688419 0.55923897 0.39002812 0.50086946] [ 0.42794137 0.52712434 0.46032685 0.44901291 0.44310316] [ 0.64483289 0.39744887 0.45211934 0.49924377 0.55579248] [ 0.55359282 0.41420523 0.61703946 0.65064406 0.3411049 ] [ 0.29976343 0.60194962 0.50381098 0.75400358 0.55202142] [ 0.80799933 0.46911248 0.50863284 0.3199259 0.36757254] [ 0.55020106 0.42107654 0.47747028 0.49724543 0.3538656 ] [ 0.71463986 0.46651157 0.60983937 0.36818508 0.54689591] [ 0.85823305 0.45022531 0.45322308 0.22382058 0.26935972] [ 0.71081543 0.55943632 0.5888616 0.47736987 0.43875586] [ 0.62813738 0.33498558 0.60081567 0.32494052 0.37518135] [ 0.67573723 0.53367973 0.33144087 0.43393635 0.33990081] [ 0.373581 0.40809624 0.50262463 0.47349892 0.54116432] [ 0.4105787 0.65248761 0.43229145 0.83657751 0.50220053] [ 0.66144502 0.53561791 0.44689671 0.26476056 0.25985451] [ 0.87808201 0.34056091 0.53225815 0.19770663 0.31145863] [ 0.63036142 0.38103488 0.54044929 0.31869872 0.41294391] [ 0.45327603 0.55888086 0.59110337 0.73180385 0.58319922] [ 0.1950301 0.5935175 0.41674092 0.71346199 0.58499007] [ 0.32327085 0.52538764 0.47993246 0.78294375 0.40669924] [ 0.16400741 0.54259992 0.50841104 0.76574466 0.55676499] [ 0.38479085 0.70551216 0.4555914 0.7863918 0.61440161] [ 0.51425968 0.40985348 0.58824261 0.60374005 0.41692544] [ 0.70079605 0.494328 0.46803862 0.38070391 0.35835291] [ 0.45276453 0.51242908 0.4673577 0.53795089 0.4703881 ] [ 0.18606259 0.64977668 0.35711643 0.90829967 0.59093463] [ 0.85923686 0.32781231 0.53913275 0.18722715 0.41527782] [ 0.73567477 0.39441093 0.43042534 0.19784341 0.38396619] [ 0.41329075 0.68037499 0.45806692 0.68505285 0.52265456] [ 0.80414794 0.4165769 0.47865139 0.39561454 0.45891303] [ 0.55683367 0.4697914 0.40133871 0.40307325 0.48182647] [ 0.35401178 0.52724698 0.47731561 0.78654362 0.5358464 ] [ 0.32486417 0.7016587 0.33172899 0.84669542 0.46423023] [ 0.44864115 0.57729627 0.40281618 0.67148405 0.4695968 ] [ 0.34905602 0.51440676 0.4367492 0.54594758 0.5058563 ] [ 0.56940305 0.59114619 0.51699373 0.22515113 0.42524879] [ 0.75907151 0.53249876 0.51199677 0.44627198 0.42358658] [ 0.42497287 0.61737441 0.41177875 0.63075645 0.30925139] [ 0.41401872 0.63581049 0.50475973 0.66546781 0.47027027] [ 0.28389231 0.71894655 0.38094617 0.7532539 0.53290528] [ 0.22212073 0.62287581 0.5066949 0.81480376 0.55523459] [ 0.78261234 0.54003545 0.45645621 0.27191403 0.50004308] [ 0.73216742 0.54621404 0.5783021 0.46472117 0.39799915] [ 0.865512 0.3289905 0.53750084 0.2464559 0.42148605] [ 0.30103878 0.72397275 0.43499842 0.75611788 0.43155605] [ 0.25829428 0.59428796 0.4418203 0.76395473 0.4295626 ] [ 0.51651983 0.55153816 0.43995208 0.47600719 0.48199264] [ 0.83699674 0.37439409 0.67583739 0.22185725 0.41845499] [ 0.38533693 0.48597215 0.52910503 0.8697393 0.56394436] [ 0.62132853 0.62818075 0.4243426 0.60756981 0.35196511] [ 0.68691404 0.48399206 0.47588171 0.29468722 0.47608873] [ 0.36693579 0.67365768 0.39337608 0.51055063 0.48962768] [ 0.66659452 0.46663064 0.55159443 0.48261262 0.41966827] [ 0.65197643 0.54098155 0.4934381 0.34671234 0.43846074] [ 0.18351846 0.56782412 0.44232525 0.89465805 0.56549549] [ 0.69607884 0.54149523 0.5211022 0.43602964 0.43021983] [ 0.67764899 0.50616089 0.38314946 0.24266611 0.31811486] [ 0.53546868 0.55479389 0.35813802 0.41346194 0.44265315] [ 0.53168467 0.59285698 0.44792975 0.52790441 0.42882813] [ 0.86545177 0.33196129 0.67952983 0.12963455 0.32210262] [ 0.17890458 0.60600643 0.42278478 0.8813597 0.62424615] [ 0.69792902 0.36578481 0.53209893 0.66997545 0.46821851] [ 0.39142022 0.58315187 0.33653444 0.69107829 0.39645331] [ 0.44010185 0.519513 0.46586681 0.74021965 0.34137177] [ 0.54923237 0.55629978 0.37088615 0.37894138 0.29577544] [ 0.48271021 0.5163694 0.53843376 0.40763772 0.37420866] [ 0.24779266 0.47802551 0.41273807 0.84369272 0.52038958] [ 0.57569093 0.41087261 0.57887636 0.66308737 0.34318501] [ 0.38178312 0.47569643 0.52311718 0.54542642 0.52985278] [ 0.69445034 0.7072007 0.36634149 0.71142628 0.4852166 ] [ 0.69920637 0.32894785 0.5646512 0.34039363 0.50868884] [ 0.6415263 0.41760354 0.46033614 0.51928397 0.34848544] [ 0.7262192 0.52632231 0.39854303 0.34730412 0.371429 ] [ 0.84374076 0.41528203 0.57258227 0.17513829 0.37608238] [ 0.57346449 0.58712853 0.30337305 0.43430195 0.32233506] [ 0.27428009 0.53423844 0.59492609 0.80922061 0.65082716] [ 0.56137442 0.44829199 0.63919957 0.60791713 0.55135964] [ 0.56337464 0.48730562 0.43665116 0.47746168 0.31053648] [ 0.33002831 0.59169874 0.46015828 0.7711449 0.56220264] [ 0.55944495 0.60540121 0.37967034 0.52521369 0.53760935] [ 0.63995366 0.37514968 0.4783013 0.33078426 0.35770047] [ 0.46489848 0.5738293 0.60095484 0.44129342 0.5370507 ] [ 0.7101156 0.42486088 0.58756914 0.32531446 0.43278783] [ 0.46005363 0.5560964 0.48434987 0.29423457 0.44080319] [ 0.42148611 0.67907152 0.5693866 0.54180753 0.5499801 ] [ 0.67793144 0.31945326 0.50845971 0.47337825 0.43512698] [ 0.53759273 0.52790282 0.58847544 0.55422097 0.49692981] [ 0.71409102 0.44029296 0.48415183 0.34718069 0.47737265] [ 0.57329683 0.33734664 0.42919509 0.4370719 0.44588858] [ 0.39349999 0.56546241 0.46704067 0.82821933 0.57036035] [ 0.30971723 0.52453976 0.34760346 0.56960965 0.53725726] [ 0.69805316 0.50871225 0.52905744 0.37727654 0.47760718] [ 0.18497 0.52447116 0.50964604 0.68450476 0.61154197] [ 0.73677844 0.4264489 0.52911378 0.34089475 0.47235452] [ 0.42694843 0.49244956 0.41914144 0.769545 0.46893042] [ 0.43038687 0.7568423 0.31927949 0.5975823 0.39819178] [ 0.730815 0.58333812 0.44162729 0.605333 0.32560119] [ 0.74266428 0.46751404 0.57854368 0.4672441 0.42142754] [ 0.65714949 0.40829693 0.34679236 0.27882598 0.32089671] [ 0.64119746 0.47385382 0.53897334 0.40038806 0.53293319] [ 0.76892486 0.32348793 0.49013668 0.21450049 0.37676363] [ 0.2136406 0.67745613 0.46576734 0.66168971 0.60278257] [ 0.76423189 0.31259468 0.46893412 0.1931517 0.35575568] [ 0.63172268 0.51046614 0.37695669 0.38123942 0.53151699] [ 0.36108802 0.47770409 0.504454 0.68930588 0.42727974] [ 0.51718241 0.39027944 0.41346246 0.38436646 0.52271355] [ 0.49036393 0.56202169 0.60643496 0.45073047 0.4248495 ] [ 0.45821856 0.63740797 0.43773245 0.74033321 0.41505841] [ 0.77176134 0.44054765 0.52835781 0.40936784 0.52160603] [ 0.57653083 0.44445163 0.48307567 0.3849879 0.40124612] [ 0.30936264 0.61102844 0.44246064 0.78140952 0.3876038 ] [ 0.5697765 0.55666583 0.4171557 0.65177191 0.56598813] [ 0.81336682 0.46637904 0.49888747 0.44189825 0.3794323 ] [ 0.5636008 0.60556052 0.32698663 0.51316696 0.49222138] [ 0.49819063 0.48948416 0.45041082 0.43424647 0.51469041] [ 0.74413706 0.5014907 0.4838621 0.30862786 0.37768367] [ 0.37519396 0.54988436 0.46227715 0.64315363 0.61542155] [ 0.6608184 0.39243259 0.59731655 0.50643266 0.46491116] [ 0.54471499 0.49864998 0.46894782 0.67068093 0.29128256] [ 0.64686056 0.52780835 0.60078964 0.74203792 0.46783024] [ 0.61489524 0.3292618 0.39062218 0.36672898 0.51718579] [ 0.20625286 0.63235731 0.32212975 0.87168264 0.56918964] [ 0.71884898 0.36391191 0.47761323 0.42699894 0.44491335] [ 0.65889861 0.49671705 0.47119286 0.61220153 0.45868381] [ 0.66506318 0.33358326 0.70016088 0.5353438 0.46379206] [ 0.58920334 0.63488373 0.38624747 0.5957551 0.49061581] Progress: 51.4% ... Training loss: 0.462 ... Validation loss: 0.753[ 0.85335209 0.26629444 0.622415 0.31485203 0.36965913] [ 0.24717783 0.60053961 0.41666622 0.71008392 0.58406663] [ 0.90679421 0.25434227 0.42733149 0.17162163 0.36486947] [ 0.28147097 0.37436317 0.52176196 0.58977677 0.63307174] [ 0.58509073 0.31334127 0.52853354 0.49786076 0.50351936] [ 0.65812588 0.55791885 0.43443401 0.49442671 0.36134334] [ 0.45764141 0.55301931 0.4106785 0.33567047 0.38942607] [ 0.39977526 0.48965145 0.51367388 0.5131298 0.55567377] [ 0.63894528 0.43995972 0.45650131 0.48978605 0.40283459] [ 0.80835169 0.48495145 0.48381351 0.34297695 0.38784904] [ 0.54950289 0.50608127 0.38513727 0.63034674 0.42725793] [ 0.4713182 0.43715099 0.58675746 0.71446781 0.3686932 ] [ 0.29005094 0.6209569 0.44504264 0.87214633 0.49559917] [ 0.35846014 0.59934696 0.3844485 0.54400579 0.50398308] [ 0.51912287 0.45593641 0.55150433 0.69874527 0.50260894] [ 0.49559103 0.49053415 0.61590617 0.66203095 0.35313955] [ 0.27008574 0.70031735 0.29237994 0.6314614 0.55918546] [ 0.59913522 0.32708996 0.45984309 0.52300808 0.39330993] [ 0.73625471 0.41205441 0.55709428 0.28635518 0.41531348] [ 0.66959468 0.55817959 0.49781301 0.48538969 0.32416567] [ 0.63393684 0.46810252 0.53322107 0.31750781 0.55877583] [ 0.7421607 0.5268118 0.60271819 0.40416788 0.4258557 ] [ 0.37781391 0.59313067 0.49257984 0.70667598 0.65821163] [ 0.49954967 0.68032506 0.35230857 0.49149166 0.57381053] [ 0.48623375 0.59776293 0.43811083 0.67398133 0.39377719] [ 0.34923417 0.54948918 0.58188445 0.78823234 0.65561476] [ 0.61132822 0.47251317 0.54608259 0.56644994 0.32818118] [ 0.45133564 0.50253288 0.47768131 0.64431122 0.60270006] [ 0.65317038 0.6713329 0.39163417 0.66656287 0.45533672] [ 0.32912617 0.48481883 0.52616841 0.74110401 0.63016935] [ 0.31964136 0.48079068 0.57037983 0.70084298 0.54804845] [ 0.75617571 0.52529547 0.43067043 0.55243516 0.32040091] [ 0.40447933 0.45521144 0.49263196 0.59468713 0.56435323] [ 0.28358231 0.62759819 0.5104689 0.82232621 0.37006764] [ 0.59182374 0.44938356 0.46061689 0.3823959 0.36935602] [ 0.64344988 0.50829732 0.45087699 0.35295373 0.33531979] [ 0.65941968 0.5218773 0.42809968 0.45271982 0.53200516] [ 0.34560133 0.49366934 0.63225552 0.62666427 0.59002663] [ 0.72019618 0.46918151 0.49613241 0.22217063 0.51535258] [ 0.77525352 0.58294332 0.43972725 0.51171264 0.50235325] [ 0.4780134 0.43023879 0.56618576 0.51903888 0.36443841] [ 0.36218835 0.63562967 0.48442628 0.54033776 0.58590088] [ 0.42268918 0.44812588 0.60800948 0.73059891 0.37585119] [ 0.31142028 0.57852828 0.48133326 0.66092679 0.52047964] [ 0.16641791 0.76519246 0.37919049 0.8491975 0.64553389] [ 0.28350378 0.64753068 0.41114817 0.65632073 0.61467393] [ 0.8815365 0.48249264 0.44003397 0.26555212 0.3704816 ] [ 0.35115155 0.70397018 0.39745442 0.62849265 0.33774155] [ 0.63912913 0.56192127 0.55705226 0.59852377 0.57181724] [ 0.6147507 0.6829379 0.24100661 0.60863269 0.44520239] [ 0.48374765 0.63411633 0.23978758 0.71228233 0.39517872] [ 0.49673998 0.5217036 0.57795673 0.5000517 0.47052005] [ 0.46805444 0.54448017 0.52448271 0.54388417 0.52975416] [ 0.49757127 0.5252445 0.56561952 0.47336636 0.56176313] [ 0.56753054 0.37394175 0.57683871 0.35983615 0.41069673] [ 0.55120527 0.45411868 0.49145695 0.44321253 0.45699838] [ 0.7519591 0.50570162 0.56341291 0.40730946 0.45126318] [ 0.72927479 0.46729126 0.5330407 0.20010761 0.50946871] [ 0.54970062 0.54065982 0.46285344 0.46386728 0.50328245] [ 0.67811625 0.31941002 0.50849071 0.47338618 0.43507712] [ 0.75527022 0.27484437 0.52328231 0.28559076 0.44543868] [ 0.82391116 0.39455337 0.41575783 0.41771692 0.43924651] [ 0.64075246 0.47175857 0.45205719 0.41291667 0.41045392] [ 0.46788518 0.4808187 0.59597768 0.6702086 0.36878189] [ 0.18172134 0.56952926 0.44160822 0.89515666 0.56618533] [ 0.6303865 0.51977036 0.46185013 0.67496252 0.36727329] [ 0.3901837 0.48918477 0.38041748 0.61141204 0.53298787] [ 0.83494739 0.36115293 0.54164898 0.1384327 0.44739946] [ 0.76471333 0.37745577 0.49249386 0.2542626 0.32913125] [ 0.85632464 0.35317407 0.61272221 0.20619158 0.43500066] [ 0.61965363 0.50962279 0.41285816 0.39328401 0.36552087] [ 0.2173614 0.73793791 0.29775341 0.81303803 0.52344146] [ 0.36842922 0.51181347 0.32514429 0.81270181 0.38451553] [ 0.67602718 0.52638949 0.53842806 0.62049747 0.38793315] [ 0.44928704 0.61384105 0.44145207 0.58244935 0.55066196] [ 0.53314134 0.47872862 0.43395678 0.37055128 0.4665458 ] [ 0.74134174 0.34380861 0.66421316 0.1913448 0.42893558] [ 0.23324011 0.55451937 0.41951219 0.83441692 0.43457741] [ 0.23137603 0.55833077 0.48056862 0.80298093 0.50499752] [ 0.18533072 0.50068345 0.40027696 0.85244329 0.62558387] [ 0.558605 0.52496827 0.49947425 0.4888682 0.34756496] [ 0.40447933 0.45521144 0.49263196 0.59468713 0.56435323] [ 0.21825399 0.57677394 0.44593698 0.66164057 0.50421178] [ 0.85345537 0.4244648 0.48880053 0.14010515 0.40203206] [ 0.39876629 0.56816753 0.42949932 0.75746112 0.33015381] [ 0.83379575 0.4372645 0.45621433 0.22807161 0.39155904] [ 0.62063499 0.45886519 0.48561221 0.44481102 0.40733716] [ 0.4765648 0.65576219 0.55215064 0.57332196 0.58227216] [ 0.58550717 0.50620059 0.33256561 0.4230894 0.4288713 ] [ 0.52046488 0.61634655 0.40496312 0.59737553 0.44454378] [ 0.61899963 0.48125781 0.42330992 0.5989582 0.43734408] [ 0.38819173 0.54154363 0.6187375 0.55904165 0.55463568] [ 0.29525514 0.53944705 0.5147202 0.71283724 0.63425274] [ 0.4463968 0.50143576 0.66859967 0.70250445 0.53889342] [ 0.55225846 0.4836447 0.494705 0.40085276 0.43870613] [ 0.49954967 0.68032506 0.35230857 0.49149166 0.57381053] [ 0.36586901 0.57364866 0.46805086 0.80581229 0.48897144] [ 0.54970062 0.54065982 0.46285344 0.46386728 0.50328245] [ 0.56823394 0.44127577 0.55302257 0.70059818 0.48582673] [ 0.66685515 0.64272689 0.32765728 0.58513596 0.52829707] [ 0.80462348 0.44884097 0.51910334 0.27600394 0.39490281] [ 0.31586937 0.57011626 0.45713007 0.63121001 0.61219465] [ 0.60691922 0.56304369 0.53096243 0.33153096 0.59633327] [ 0.3331943 0.66429551 0.36690141 0.73124353 0.51650315] [ 0.5132259 0.64126587 0.45075964 0.46935023 0.4125557 ] [ 0.81878976 0.29702249 0.56516476 0.17569019 0.42002165] [ 0.29726929 0.64419288 0.46814281 0.61101553 0.53245445] [ 0.77198652 0.41163629 0.5754234 0.2763713 0.34991423] [ 0.53191104 0.50898969 0.31135724 0.54576852 0.31674698] [ 0.20983071 0.75984706 0.44629044 0.72103421 0.54495157] [ 0.66569533 0.34748821 0.39067422 0.43203083 0.56463253] [ 0.71913807 0.45179281 0.49194663 0.39011538 0.43206157] [ 0.70079271 0.39355293 0.5037556 0.70027617 0.44958063] [ 0.4739753 0.67448629 0.36454383 0.66897862 0.52854949] [ 0.35834244 0.659185 0.4418896 0.59421548 0.37315632] [ 0.4738009 0.57790144 0.51800929 0.41343434 0.49807399] [ 0.8145807 0.48588767 0.55769658 0.34589135 0.40395813] [ 0.460455 0.48878378 0.49390936 0.82325475 0.53247543] [ 0.58444556 0.51061666 0.41165243 0.58304285 0.54091674] [ 0.25063398 0.59183041 0.45722192 0.81678461 0.62568367] [ 0.27546027 0.67051111 0.36582032 0.66035547 0.60814813] [ 0.56031725 0.51468921 0.46687519 0.55036338 0.50818253] [ 0.69000004 0.51872308 0.52702979 0.26103235 0.43301682] [ 0.31264619 0.69608256 0.39101872 0.77327783 0.38821817] [ 0.69258859 0.47974479 0.49967762 0.52282636 0.46476194] [ 0.26005124 0.50677559 0.44404031 0.71891422 0.53515523] [ 0.3160017 0.46927405 0.40047318 0.56980273 0.77683356] [ 0.60912265 0.46583192 0.5696532 0.73610928 0.51663013] Progress: 51.4% ... Training loss: 0.461 ... Validation loss: 0.753[ 0.33965355 0.54328145 0.45218022 0.72270722 0.51829794] [ 0.55195593 0.58687301 0.35223438 0.33497213 0.42485258] [ 0.41882507 0.61585141 0.4087503 0.46930371 0.43325068] [ 0.45539699 0.65755602 0.32787986 0.57411338 0.44066871] [ 0.65084457 0.49181263 0.48939749 0.45915439 0.46331679] [ 0.46367478 0.64766597 0.40539981 0.67960167 0.41507276] [ 0.70695893 0.48032285 0.40795196 0.39641044 0.34845945] [ 0.50778592 0.42372527 0.41454829 0.45634015 0.68850378] [ 0.49398174 0.5815439 0.56141753 0.59268896 0.47132518] [ 0.69228075 0.4824084 0.46801502 0.36570891 0.36203647] [ 0.50019065 0.52499659 0.58452698 0.71264321 0.54016427] [ 0.34130877 0.62650552 0.32218049 0.59890012 0.35481947] [ 0.64245463 0.54388156 0.6124693 0.61942866 0.47674025] [ 0.48967296 0.49144247 0.55779035 0.37548955 0.61009945] [ 0.59901717 0.40715714 0.53523725 0.39963274 0.58737429] [ 0.66238135 0.3955012 0.55144969 0.21707227 0.47204986] [ 0.60898481 0.30281634 0.52327856 0.60817157 0.44192776] [ 0.68159563 0.50470173 0.41393412 0.49464259 0.38434937] [ 0.69274971 0.49285103 0.55845415 0.34685509 0.52752632] [ 0.74464896 0.37611067 0.52702965 0.37833945 0.42762238] [ 0.6906593 0.53653931 0.50534788 0.47756139 0.5038789 ] [ 0.42867852 0.34717859 0.56434525 0.59114446 0.55737741] [ 0.54500534 0.43423202 0.48694885 0.49899879 0.49751414] [ 0.74626232 0.40776185 0.59478682 0.37561412 0.41785281] [ 0.2670956 0.47515375 0.50349004 0.42946569 0.48519632] [ 0.31627412 0.54199409 0.4091253 0.82453813 0.53054346] [ 0.28075617 0.5953859 0.41337411 0.57162413 0.54676549] [ 0.78232787 0.43088413 0.45068799 0.30371164 0.36174752] [ 0.66055982 0.60272326 0.42136674 0.49067317 0.45384395] [ 0.52622288 0.55394882 0.48038326 0.47864524 0.550456 ] [ 0.79388005 0.47214661 0.51048326 0.27161318 0.51207576] [ 0.30824152 0.65499412 0.41491585 0.64330822 0.5194803 ] [ 0.74937755 0.33242401 0.58686384 0.45434041 0.46619028] [ 0.45834306 0.55268648 0.41078669 0.3352614 0.3893255 ] [ 0.55195593 0.58687301 0.35223438 0.33497213 0.42485258] [ 0.71440056 0.48416675 0.61324101 0.28632485 0.44127392] [ 0.33356437 0.55618824 0.41234044 0.77099801 0.55735807] [ 0.09227345 0.65536825 0.54334881 0.87738625 0.54927388] [ 0.69116859 0.3725598 0.58899387 0.30948409 0.40517775] [ 0.74057601 0.50104413 0.53329022 0.18780797 0.42449427] [ 0.36112773 0.52735229 0.55142352 0.7351595 0.55347517] [ 0.61370011 0.44332258 0.40886115 0.66042382 0.35202124] [ 0.54476028 0.61808306 0.39216676 0.4782892 0.38080893] [ 0.4386729 0.44360682 0.38238355 0.62354737 0.60965106] [ 0.56967822 0.46767832 0.39604416 0.51925563 0.55966607] [ 0.80286991 0.37831923 0.58594469 0.27627768 0.40899359] [ 0.57915997 0.42996403 0.53730871 0.5922792 0.36455367] [ 0.43358413 0.72489782 0.34758827 0.61115424 0.43931166] [ 0.39431848 0.67778274 0.39651783 0.59241097 0.5872176 ] [ 0.45304823 0.5199613 0.38382402 0.53359623 0.56964451] [ 0.66360625 0.45062972 0.52932589 0.6045089 0.34455853] [ 0.351128 0.47441387 0.48181941 0.46200457 0.51334849] [ 0.64271308 0.50874556 0.45068804 0.35339807 0.33546851] [ 0.54974038 0.63041858 0.46107756 0.53304448 0.43629609] [ 0.74126819 0.55549053 0.46068525 0.33889618 0.46474153] [ 0.62284507 0.56008204 0.50040174 0.49556974 0.37147689] [ 0.49987509 0.48515708 0.47629574 0.40450287 0.63010073] [ 0.71101891 0.46130205 0.50711942 0.32293961 0.46455603] [ 0.39211515 0.50565103 0.51631223 0.48245833 0.5072596 ] [ 0.22590588 0.63154399 0.44553458 0.86496671 0.58572878] [ 0.56331965 0.48835346 0.38348384 0.83566093 0.46498719] [ 0.38970988 0.60798931 0.48078668 0.46813262 0.55979153] [ 0.50958076 0.48918579 0.37534327 0.33918523 0.37551649] [ 0.61249079 0.53702796 0.47417535 0.33989152 0.37944805] [ 0.35009084 0.57840487 0.40718598 0.80375308 0.36627316] [ 0.4075935 0.52375701 0.54434042 0.53580448 0.55741923] [ 0.60298383 0.42052623 0.41294375 0.46110248 0.3554137 ] [ 0.23598627 0.74458042 0.31508316 0.83742823 0.4614843 ] [ 0.55211202 0.56749856 0.38205164 0.54298665 0.34240636] [ 0.51608364 0.47526311 0.49499076 0.25713693 0.49537273] [ 0.80940354 0.46896733 0.45421053 0.24591763 0.30555635] [ 0.35399057 0.60071274 0.43412425 0.79637408 0.34337622] [ 0.62306171 0.53933642 0.4683493 0.41412104 0.58230353] [ 0.67912096 0.26648241 0.52169705 0.3542973 0.47388935] [ 0.37369365 0.55649814 0.53669868 0.65822415 0.47345881] [ 0.47642068 0.7132908 0.46058787 0.61095588 0.43672516] [ 0.66488051 0.51328242 0.48077642 0.48294999 0.45432833] [ 0.27405092 0.67256507 0.52552214 0.62247013 0.52899139] [ 0.20773096 0.57826666 0.41160866 0.80273672 0.49203526] [ 0.47407689 0.35214304 0.54781198 0.65026789 0.47506946] [ 0.7513311 0.43255535 0.54784933 0.3559126 0.38140493] [ 0.31549654 0.66150279 0.31633595 0.73002729 0.38883255] [ 0.6770519 0.38235759 0.53676963 0.65570844 0.48725447] [ 0.67545066 0.38448273 0.52622835 0.26496717 0.5216569 ] [ 0.1782945 0.51520287 0.36718118 0.84284697 0.53696986] [ 0.62557364 0.45332863 0.49101504 0.39819039 0.42078301] [ 0.5542237 0.54073119 0.34123294 0.45723368 0.37033848] [ 0.61389223 0.59987508 0.60051518 0.43793536 0.5300312 ] [ 0.59094306 0.44226806 0.34391752 0.36429581 0.43560229] [ 0.5444893 0.49635515 0.61989877 0.35810614 0.5722489 ] [ 0.55187382 0.58432148 0.56420679 0.42882006 0.43353663] [ 0.8903543 0.50953162 0.4693555 0.26827925 0.32986947] [ 0.5805615 0.49912656 0.55254191 0.37926328 0.42785947] [ 0.88156134 0.3645585 0.5313398 0.27077647 0.38152146] [ 0.49384991 0.461604 0.46808934 0.32926191 0.53765629] [ 0.40016157 0.66856181 0.403391 0.6107655 0.36472143] [ 0.51292948 0.50031315 0.48566162 0.64380607 0.62181585] [ 0.88457568 0.3413301 0.56883694 0.19366247 0.41014718] [ 0.69520874 0.35717979 0.43458474 0.19606052 0.39962255] [ 0.39861187 0.50432801 0.50540899 0.63517066 0.51859523] [ 0.42944737 0.60061911 0.52975254 0.55600475 0.52153731] [ 0.76152576 0.47182493 0.4478738 0.35086058 0.37963528] [ 0.29288955 0.68541916 0.44575632 0.72595164 0.44336932] [ 0.37612149 0.62480855 0.31952163 0.81713297 0.41817916] [ 0.3217291 0.6014884 0.44049358 0.67200542 0.61302822] [ 0.47764331 0.49328791 0.56413964 0.54318623 0.59516795] [ 0.18483377 0.63544159 0.32195783 0.76239653 0.59098044] [ 0.41055192 0.56013546 0.55837524 0.67849254 0.38575887] [ 0.58616129 0.56427545 0.57668739 0.51066073 0.42015522] [ 0.59735818 0.56772862 0.46577011 0.56742511 0.35040855] [ 0.83660718 0.45113881 0.55018642 0.24918359 0.43278432] [ 0.6972303 0.55830126 0.44736069 0.56054639 0.38491627] [ 0.71336468 0.32819467 0.71180389 0.55516205 0.38879776] [ 0.35463727 0.57310567 0.54686333 0.49050796 0.55959953] [ 0.71715915 0.41844289 0.56937764 0.45809726 0.43634581] [ 0.52482184 0.56621536 0.6250631 0.46169008 0.48262153] [ 0.60024522 0.48505493 0.51601702 0.39907557 0.45466742] [ 0.37174465 0.53440074 0.39245338 0.82108098 0.46338516] [ 0.22882768 0.65374115 0.52943566 0.72070508 0.71616656] [ 0.87730266 0.42452792 0.5333985 0.27788629 0.39616305] [ 0.68006038 0.37252164 0.71422315 0.40678325 0.49915961] [ 0.74638154 0.4966634 0.58121231 0.36520101 0.47706781] [ 0.40429256 0.6323899 0.46274627 0.53936537 0.41096844] [ 0.36628154 0.75164753 0.27196356 0.78031002 0.57209825] [ 0.63811444 0.51177551 0.35324307 0.72656102 0.51560824] [ 0.79174309 0.47671635 0.59400098 0.32823938 0.35642841] [ 0.69164176 0.4214435 0.53062407 0.30209063 0.42712356] [ 0.79260482 0.44420874 0.52065573 0.4181818 0.3912936 ] Progress: 51.5% ... Training loss: 0.461 ... Validation loss: 0.753[ 0.28424486 0.48410153 0.44069205 0.83766975 0.61095145] [ 0.4324863 0.55593431 0.44829671 0.32729391 0.43748472] [ 0.65612163 0.47792764 0.62737013 0.7302117 0.42754563] [ 0.78167475 0.48709325 0.44827223 0.267938 0.49476234] [ 0.61146868 0.42255418 0.63303199 0.58754692 0.50736509] [ 0.2953359 0.5170514 0.40546483 0.80596364 0.58894744] [ 0.28078346 0.49637165 0.55303319 0.75344756 0.63925991] [ 0.45564016 0.47942367 0.49261156 0.73349402 0.4371058 ] [ 0.47980207 0.48104072 0.47346008 0.58012892 0.6180827 ] [ 0.70568262 0.41404888 0.52331996 0.68986781 0.4274068 ] [ 0.54368103 0.46284483 0.44537304 0.39467085 0.41231978] [ 0.68442379 0.47757354 0.50496415 0.46274318 0.39656498] [ 0.4260329 0.46384555 0.6052678 0.7309879 0.3595699 ] [ 0.6615943 0.51970306 0.41820178 0.54137119 0.44113776] [ 0.49112573 0.60484062 0.38199647 0.61253565 0.41130673] [ 0.74265342 0.38410301 0.56831366 0.24292058 0.45301472] [ 0.77339789 0.30660601 0.59274785 0.34075582 0.46052972] [ 0.85275005 0.40958702 0.53623141 0.13661053 0.37134894] [ 0.69329998 0.56590917 0.35253316 0.57340267 0.34673659] [ 0.41145165 0.46791276 0.57823194 0.72665749 0.36063903] [ 0.40902324 0.59893121 0.30563826 0.47614514 0.41644155] [ 0.35294558 0.61705246 0.50917079 0.59429403 0.47029041] [ 0.52505479 0.58885101 0.60835989 0.60908513 0.36803043] [ 0.52028821 0.57423245 0.56127153 0.56964304 0.32985314] [ 0.31647617 0.65374997 0.37666836 0.77845839 0.47188318] [ 0.29365379 0.52092737 0.46661894 0.67439251 0.61172524] [ 0.29724568 0.64418707 0.46812817 0.61088016 0.53246372] [ 0.36740484 0.69724546 0.46001227 0.70058245 0.48610102] [ 0.73319859 0.39914921 0.45049867 0.28142064 0.31248293] [ 0.65452426 0.55412661 0.4963013 0.40407543 0.35508289] [ 0.31839996 0.52648111 0.43386979 0.65102148 0.49725292] [ 0.5485361 0.53154206 0.57431418 0.58843624 0.35095842] [ 0.68052867 0.58845821 0.50924318 0.45487247 0.48595488] [ 0.57420393 0.52067004 0.49224967 0.47168224 0.32110523] [ 0.50467291 0.56405365 0.43281902 0.7022194 0.44847562] [ 0.64748598 0.4855004 0.50633439 0.23709278 0.4795594 ] [ 0.70638651 0.50500107 0.50201379 0.30004896 0.40930649] [ 0.25007589 0.71677772 0.41799121 0.76477819 0.40975395] [ 0.57604385 0.44491713 0.54488457 0.6079985 0.35174506] [ 0.30040359 0.6128206 0.5011599 0.82272821 0.55786026] [ 0.31040592 0.52549695 0.50446571 0.72595921 0.62338757] [ 0.7525472 0.35411322 0.55712837 0.53084713 0.39759354] [ 0.16683592 0.55389553 0.33326372 0.86323203 0.60813294] [ 0.68995141 0.39525181 0.55770139 0.32571082 0.35016987] [ 0.49683365 0.54891472 0.44384293 0.61957869 0.47295836] [ 0.55051122 0.61771995 0.39319937 0.58022056 0.47493678] [ 0.67151951 0.42615048 0.56044491 0.6449088 0.4695802 ] [ 0.62784042 0.55510353 0.53384177 0.30870047 0.52833866] [ 0.74177386 0.47391299 0.603037 0.48244186 0.3700436 ] [ 0.67492158 0.3311047 0.63890658 0.28253233 0.45965516] [ 0.60950522 0.59815603 0.55746724 0.49365031 0.52711486] [ 0.51135715 0.47989048 0.50106831 0.57416228 0.62431113] [ 0.49362872 0.53021962 0.53433448 0.65719804 0.45719342] [ 0.54156727 0.44401239 0.54204527 0.56250925 0.41168809] [ 0.557389 0.55337926 0.41170997 0.64775085 0.55879147] [ 0.74697474 0.49252224 0.51609496 0.22628709 0.32732548] [ 0.83847744 0.47084989 0.44093637 0.29577671 0.40879768] [ 0.45121486 0.50852997 0.52888057 0.81775015 0.44309985] [ 0.53277548 0.5327226 0.5872912 0.58958034 0.57288521] [ 0.55489492 0.57519486 0.6055788 0.55655834 0.46275133] [ 0.56487284 0.34685661 0.44548615 0.38622319 0.47644968] [ 0.21731827 0.65326789 0.55408223 0.79856933 0.70564537] [ 0.20038659 0.63349408 0.36498477 0.83612032 0.57719175] [ 0.66969094 0.37570366 0.60864593 0.44164026 0.43461661] [ 0.31899521 0.4640503 0.39431702 0.77784722 0.48254393] [ 0.57137055 0.59458124 0.49532563 0.47716286 0.48460041] [ 0.67190376 0.39477614 0.54718891 0.5845124 0.44827665] [ 0.79210142 0.4228067 0.52923789 0.2038806 0.37744081] [ 0.71366162 0.44055886 0.48404442 0.34755251 0.47746075] [ 0.70656852 0.39145736 0.45083747 0.25863448 0.46621705] [ 0.47137274 0.54416825 0.62967258 0.54014286 0.48303521] [ 0.3464891 0.51261422 0.48702984 0.52905687 0.54342732] [ 0.32981171 0.68006998 0.28680189 0.58631976 0.41227041] [ 0.27826437 0.72742082 0.41350357 0.72595828 0.51903623] [ 0.38355 0.57709187 0.41545758 0.76576609 0.60278855] [ 0.32388834 0.70205782 0.33147756 0.84643344 0.46452154] [ 0.7500022 0.46376835 0.48620066 0.23334186 0.41577143] [ 0.79327195 0.43952292 0.59039739 0.20344741 0.47191719] [ 0.65816346 0.51195658 0.54965429 0.1783131 0.50866015] [ 0.35226075 0.59448199 0.5361505 0.65485458 0.62119888] [ 0.82001703 0.53613469 0.45541909 0.29222593 0.41760933] [ 0.17615979 0.72304664 0.27934083 0.78881033 0.5991784 ] [ 0.30001912 0.54497237 0.47087841 0.61925893 0.56584544] [ 0.30174272 0.58886393 0.45383134 0.50001437 0.56642547] [ 0.36779434 0.5576034 0.34727172 0.90600689 0.43528847] [ 0.64757044 0.42428455 0.54447888 0.27983556 0.43793693] [ 0.64601774 0.52826131 0.60059845 0.742101 0.46802089] [ 0.71066249 0.46760893 0.49980405 0.24207422 0.44600462] [ 0.59973746 0.49465133 0.48257593 0.42271041 0.38273189] [ 0.78988361 0.44519733 0.50531738 0.26048023 0.45342929] [ 0.77661269 0.39814069 0.59563772 0.26270786 0.43780767] [ 0.59415801 0.63214126 0.43555927 0.59478894 0.38672998] [ 0.32034083 0.61842466 0.42183611 0.54613429 0.5617645 ] [ 0.44693001 0.56220563 0.50238219 0.4379945 0.45322524] [ 0.22792762 0.5061226 0.33731008 0.91570657 0.52972164] [ 0.77026951 0.40453285 0.56097606 0.32468428 0.46896576] [ 0.59191395 0.4920926 0.48770871 0.63553636 0.36359073] [ 0.7102533 0.47590438 0.59844561 0.45353863 0.43306181] [ 0.80307379 0.36391754 0.67078164 0.23523577 0.44236679] [ 0.26829901 0.57878175 0.5450871 0.70516106 0.51391714] [ 0.52876755 0.46889273 0.4900592 0.61308678 0.41784967] [ 0.59762116 0.30197943 0.50960331 0.49165773 0.34493599] [ 0.30758012 0.56701648 0.49085954 0.68299704 0.63121578] [ 0.49602255 0.57776379 0.41500876 0.80838933 0.51991898] [ 0.46496283 0.32004167 0.42683531 0.52923316 0.43517229] [ 0.26023185 0.70781619 0.41501018 0.78956827 0.43798504] [ 0.48994918 0.40039891 0.52106121 0.58931333 0.45565483] [ 0.64015249 0.41871184 0.60907383 0.54355932 0.44104722] [ 0.62091263 0.3623198 0.57474034 0.34821848 0.48338449] [ 0.69489896 0.40339056 0.60658558 0.5534991 0.37402956] [ 0.61899113 0.62256445 0.38273439 0.46778269 0.38975426] [ 0.46131798 0.45132058 0.58087905 0.67727873 0.44273402] [ 0.48663173 0.63902388 0.28950891 0.51163126 0.48605043] [ 0.72570986 0.44583144 0.52076432 0.4109742 0.36100291] [ 0.7682672 0.46497901 0.30503289 0.34014219 0.32830623] [ 0.59707269 0.37351018 0.52054604 0.63957346 0.4565303 ] [ 0.81008141 0.47686465 0.42797136 0.25680596 0.46192059] [ 0.70053762 0.55478745 0.49016652 0.54034297 0.34183692] [ 0.56734439 0.60738392 0.27667942 0.50130286 0.38197339] [ 0.33323437 0.69168904 0.28559347 0.6064259 0.38687289] [ 0.62978464 0.39686845 0.51729556 0.56209487 0.34414594] [ 0.82330079 0.53877731 0.46346098 0.23944111 0.44044851] [ 0.54582058 0.52218335 0.36698981 0.61108359 0.3889238 ] [ 0.41708395 0.53369092 0.59468143 0.69840605 0.59633717] [ 0.18437912 0.52507058 0.50936795 0.68469713 0.61179798] [ 0.59625532 0.41173656 0.64992608 0.56899611 0.48126617] [ 0.59550136 0.56013143 0.5283322 0.35221611 0.54087046] [ 0.55235398 0.53002015 0.58773721 0.55054593 0.38943743] Progress: 51.5% ... Training loss: 0.461 ... Validation loss: 0.755[ 0.82893144 0.33631713 0.6203504 0.2016667 0.46395907] [ 0.47717736 0.62926576 0.32855614 0.45436143 0.3186941 ] [ 0.61700241 0.62429732 0.44183357 0.49798091 0.37181834] [ 0.45122647 0.57110401 0.47880196 0.66520106 0.50399967] [ 0.33100797 0.44341572 0.37352712 0.73233513 0.49333204] [ 0.41606012 0.58316773 0.56819385 0.5594058 0.54162978] [ 0.20062688 0.62727394 0.37378161 0.90416177 0.60696527] [ 0.62542057 0.467315 0.40559191 0.33524001 0.37998797] [ 0.45224783 0.54442072 0.50962614 0.75045997 0.39588887] [ 0.3468509 0.60628832 0.48104258 0.48564481 0.55249644] [ 0.24206854 0.70654781 0.46428663 0.71912058 0.55526267] [ 0.57869219 0.54263762 0.53684329 0.40704334 0.57513139] [ 0.39169947 0.45585262 0.42808401 0.54669347 0.49689383] [ 0.30922993 0.63914491 0.3906484 0.46119511 0.56823067] [ 0.68445139 0.51743976 0.44740279 0.52192231 0.41518839] [ 0.52588096 0.47410473 0.51488441 0.56453357 0.53630164] [ 0.12858768 0.7133646 0.32061441 0.82596975 0.6196566 ] [ 0.50163112 0.43773203 0.53123404 0.36685857 0.53535489] [ 0.61731247 0.44807178 0.52774471 0.33480188 0.41311994] [ 0.70787861 0.3327771 0.65031233 0.26143037 0.56400003] [ 0.47067086 0.54321774 0.52496468 0.54214556 0.52931207] [ 0.71880649 0.47668136 0.48393811 0.31186816 0.50606478] [ 0.72610791 0.4747527 0.47586697 0.39446233 0.32087003] [ 0.76759579 0.43513552 0.58705375 0.61299904 0.33757754] [ 0.59695388 0.57333171 0.52307452 0.40687278 0.43638992] [ 0.831958 0.38323273 0.60457592 0.24953903 0.43648492] [ 0.56151142 0.50494089 0.42734292 0.52856326 0.49638347] [ 0.62850827 0.45884733 0.47258677 0.65004386 0.49149528] [ 0.63157776 0.48032642 0.4984599 0.72768157 0.36306272] [ 0.66030654 0.50215063 0.62072466 0.36493854 0.44202574] [ 0.52791155 0.45068042 0.39925382 0.56299677 0.39329117] [ 0.59051985 0.52099439 0.41256056 0.58552091 0.39929108] [ 0.43979085 0.58795689 0.40048123 0.68458027 0.36395145] [ 0.73160898 0.4491295 0.45363441 0.34657341 0.39241741] [ 0.37522627 0.58304771 0.38410254 0.80675172 0.36486288] [ 0.2584815 0.658659 0.34502436 0.83139618 0.4828682 ] [ 0.74786649 0.59928292 0.56470287 0.38282852 0.46050862] [ 0.75542656 0.35556956 0.56125843 0.25320312 0.34879353] [ 0.38791996 0.69010922 0.23883051 0.73053061 0.44748367] [ 0.37147444 0.55644618 0.36067838 0.4841662 0.39279525] [ 0.37452223 0.69482324 0.28967971 0.70754557 0.54504329] [ 0.77339553 0.52969246 0.48370488 0.41626103 0.43868392] [ 0.53755842 0.35063176 0.41050793 0.46059582 0.57960507] [ 0.85310455 0.37270957 0.56286801 0.26595063 0.33596496] [ 0.4506019 0.53206166 0.49276901 0.52783225 0.43935241] [ 0.63157014 0.3521163 0.60089321 0.65105174 0.46482888] [ 0.47085107 0.48573961 0.48422413 0.67315403 0.54100315] [ 0.77497359 0.40492907 0.53807906 0.29089472 0.39296195] [ 0.4399893 0.58309365 0.25781326 0.69234289 0.47756558] [ 0.79989771 0.29524886 0.46719217 0.29979343 0.46865803] [ 0.55128678 0.58810676 0.44971885 0.59821913 0.37269183] [ 0.41018565 0.41272979 0.46244321 0.57789454 0.65767692] [ 0.52566831 0.54720804 0.33052195 0.44154849 0.35431356] [ 0.83462362 0.31300975 0.6660545 0.20672417 0.3209287 ] [ 0.57230076 0.66523361 0.40166937 0.54511204 0.42433408] [ 0.6940349 0.43441934 0.56897159 0.34639984 0.48091352] [ 0.5077846 0.63540076 0.36716192 0.55536733 0.48134853] [ 0.73160898 0.4491295 0.45363441 0.34657341 0.39241741] [ 0.49283172 0.49152666 0.38293344 0.51743177 0.43610655] [ 0.65716792 0.43575652 0.58473435 0.34891907 0.47757189] [ 0.48861381 0.54316988 0.48821097 0.64500839 0.48305916] [ 0.77775639 0.38830195 0.60072208 0.23651061 0.47171548] [ 0.27777893 0.49262559 0.45235217 0.70759148 0.47672428] [ 0.60910775 0.6016206 0.38380171 0.67146421 0.42323962] [ 0.4891665 0.59922419 0.40921915 0.51159054 0.56564886] [ 0.2926268 0.61097404 0.40833753 0.7162462 0.47979896] [ 0.39711128 0.55940121 0.53269214 0.79239425 0.62925126] [ 0.22377445 0.62437349 0.52113444 0.85686639 0.4242906 ] [ 0.45201725 0.4370577 0.45305996 0.63381172 0.41995896] [ 0.59364519 0.58637965 0.61312301 0.47157725 0.51391487] [ 0.7393287 0.3529884 0.54813106 0.62465599 0.40806713] [ 0.45386509 0.57466576 0.24190339 0.6006832 0.48602455] [ 0.39898736 0.49177843 0.51481689 0.454015 0.43803278] [ 0.46488473 0.64721 0.40558568 0.67881483 0.41490233] [ 0.35079753 0.54045244 0.48308925 0.47560128 0.51002848] [ 0.53964087 0.4757854 0.61181787 0.38142498 0.44401014] [ 0.44249657 0.54771917 0.42774116 0.71967241 0.638029 ] [ 0.40251474 0.54661382 0.52150031 0.81592432 0.57883995] [ 0.86435564 0.33309503 0.67912084 0.13046628 0.32241649] [ 0.30903335 0.59313582 0.38966858 0.82359937 0.38412956] [ 0.21024027 0.56110878 0.45915769 0.65086755 0.60875165] [ 0.50139744 0.50160536 0.3625983 0.50948671 0.51178998] [ 0.68543659 0.57983037 0.46941982 0.31537605 0.43434332] [ 0.52274473 0.54078574 0.42443207 0.44353481 0.51222376] [ 0.80395328 0.31415552 0.56640626 0.13139743 0.44306369] [ 0.68119106 0.51568957 0.66381957 0.45698787 0.46357392] [ 0.69519944 0.60156911 0.45047547 0.52150648 0.36071104] [ 0.84183915 0.50673673 0.54651708 0.3953579 0.31807187] [ 0.66335269 0.5284046 0.44454069 0.4231973 0.43252497] [ 0.71805126 0.64263857 0.50807614 0.45724109 0.41655145] [ 0.51796328 0.55789437 0.4881581 0.55182403 0.42970387] [ 0.6656594 0.32489138 0.63286194 0.62868577 0.45827804] [ 0.51697203 0.48611279 0.51520282 0.28730971 0.60101268] [ 0.36707925 0.40536164 0.68695936 0.5977939 0.583573 ] [ 0.60158014 0.51908112 0.58458947 0.60876161 0.33959821] [ 0.65836149 0.62114622 0.34494489 0.5918967 0.32143909] [ 0.57900028 0.60727172 0.46180748 0.42913993 0.66255401] [ 0.51766272 0.62355099 0.485039 0.59433736 0.43694523] [ 0.37563321 0.56511111 0.52291649 0.79318346 0.55230585] [ 0.83684435 0.42820958 0.46387698 0.38248247 0.37051403] [ 0.87816699 0.4721263 0.46498491 0.19210942 0.3895095 ] [ 0.28857236 0.65099813 0.37521333 0.58146318 0.52985863] [ 0.58269462 0.33324353 0.55169109 0.23646089 0.48896254] [ 0.73886933 0.47498061 0.61802446 0.38362822 0.38171117] [ 0.71960743 0.46485345 0.4292796 0.26375887 0.42700927] [ 0.67503846 0.42994124 0.56810392 0.56277838 0.46258331] [ 0.40948454 0.53063623 0.54994717 0.67139632 0.58706256] [ 0.63604548 0.56177574 0.48743134 0.58163269 0.4025282 ] [ 0.73791415 0.36101455 0.44639438 0.29195184 0.38774893] [ 0.47677178 0.46151898 0.53683225 0.61071392 0.50542035] [ 0.20844478 0.52742977 0.40679026 0.88226235 0.45556923] [ 0.71788003 0.4851713 0.39630806 0.48029254 0.33992687] [ 0.79583919 0.43423697 0.54515129 0.30722795 0.4469273 ] [ 0.42300091 0.50740295 0.56785671 0.71199531 0.49732789] [ 0.46130924 0.5627405 0.35675467 0.53673162 0.52202654] [ 0.80044573 0.36704574 0.48064748 0.33312243 0.37753826] [ 0.35194127 0.57751754 0.40753417 0.80280278 0.36597048] [ 0.41890947 0.57290297 0.42521993 0.74433031 0.49224832] [ 0.59875288 0.34386769 0.60233044 0.57612299 0.46531959] [ 0.56394218 0.58148634 0.45739092 0.53983946 0.45229506] [ 0.55520926 0.47352318 0.70901723 0.58053416 0.54312995] [ 0.46971342 0.40764868 0.49566942 0.41504623 0.46561906] [ 0.42359442 0.42896907 0.54910745 0.6255474 0.42462656] [ 0.52257867 0.52028449 0.50710946 0.59883907 0.47947431] [ 0.77711391 0.35458253 0.6197684 0.25062621 0.43105326] [ 0.5221655 0.55272229 0.35911153 0.7156158 0.29177407] [ 0.64346703 0.3923117 0.54179216 0.3991717 0.44516998] [ 0.55907224 0.55729373 0.59118433 0.52429761 0.44573367] Progress: 51.5% ... Training loss: 0.461 ... Validation loss: 0.755[ 0.19641017 0.66995525 0.42109224 0.72863072 0.61015509] [ 0.53814301 0.56565801 0.35393875 0.39138394 0.45991972] [ 0.53768067 0.44898835 0.52700795 0.76009523 0.48437008] [ 0.59314775 0.44247845 0.57650985 0.33919566 0.40135949] [ 0.58325026 0.43663548 0.53328532 0.51505752 0.47441812] [ 0.86614814 0.38372518 0.41389937 0.28277688 0.32835051] [ 0.38761015 0.58627929 0.56460147 0.84362444 0.48263135] [ 0.40356017 0.67414029 0.42225773 0.62650787 0.42291627] [ 0.27628841 0.6714828 0.52601851 0.62075155 0.52852909] [ 0.63285566 0.58703807 0.51970261 0.44312434 0.4332044 ] [ 0.77669193 0.38134911 0.38245525 0.23866912 0.3725985 ] [ 0.76906847 0.44802996 0.67044809 0.33997359 0.35256537] [ 0.85258002 0.34185853 0.66130931 0.23474875 0.40520447] [ 0.83492592 0.36828732 0.52486156 0.18105633 0.42402403] [ 0.62481675 0.51104586 0.33016238 0.43140585 0.33421851] [ 0.48005424 0.51782944 0.53787135 0.4093918 0.37463604] [ 0.38103814 0.69391904 0.39132386 0.75063397 0.46055168] [ 0.30018812 0.49242099 0.56765985 0.68784911 0.55207161] [ 0.7284128 0.52316419 0.53989226 0.36835082 0.52833153] [ 0.49738892 0.58827391 0.44618939 0.65246001 0.62637929] [ 0.59865294 0.54032307 0.4082569 0.45191499 0.46104569] [ 0.79817273 0.45989847 0.55701029 0.29286489 0.48103163] [ 0.68871776 0.54032329 0.60296495 0.48926236 0.42087494] [ 0.30895755 0.56681329 0.38206414 0.8472765 0.64611533] [ 0.60236844 0.44487771 0.56069975 0.47131918 0.53493595] [ 0.71360173 0.3844948 0.65277007 0.33000109 0.4515215 ] [ 0.71167739 0.361508 0.41331184 0.37017612 0.41387191] [ 0.57183551 0.54396354 0.51148067 0.55638444 0.51341223] [ 0.51108684 0.52622 0.52481761 0.74146237 0.39675865] [ 0.55232194 0.57923013 0.49303304 0.60987423 0.49151243] [ 0.84264266 0.31331378 0.6016406 0.16633982 0.38177925] [ 0.83607534 0.44073635 0.50792513 0.33689399 0.42616874] [ 0.18059254 0.5907166 0.29578309 0.74431414 0.54123362] [ 0.83490692 0.4658321 0.49846303 0.25990505 0.31827708] [ 0.64308777 0.45871614 0.58152699 0.54156924 0.50172646] [ 0.5497437 0.56686318 0.29349386 0.46094556 0.44756351] [ 0.37937782 0.65144497 0.43531454 0.69053755 0.53411095] [ 0.30297293 0.63230238 0.44157049 0.86091058 0.52059031] [ 0.71075192 0.43474669 0.5120422 0.52539524 0.45697596] [ 0.23878111 0.69819439 0.40260874 0.66716578 0.48694189] [ 0.60221671 0.33907052 0.46583316 0.55863462 0.3761349 ] [ 0.3614344 0.59282886 0.40789454 0.81044619 0.47300872] [ 0.74350197 0.5344439 0.55764676 0.33894631 0.44996416] [ 0.50391457 0.43867418 0.45071581 0.66998916 0.4727267 ] [ 0.70550202 0.30772902 0.66399249 0.51758888 0.3570394 ] [ 0.51749189 0.58875304 0.43397471 0.60908976 0.35536308] [ 0.58231705 0.47144037 0.52399426 0.52501338 0.50176278] [ 0.35635703 0.61425984 0.52318256 0.71972044 0.50987758] [ 0.33483352 0.57019307 0.51847795 0.66611887 0.55875041] [ 0.79554468 0.47787656 0.56381133 0.31879283 0.42648548] [ 0.415144 0.587936 0.49886961 0.49109008 0.45588817] [ 0.52308837 0.59898538 0.59360322 0.54923934 0.47365282] [ 0.77132673 0.49347218 0.5885323 0.47146209 0.39564264] [ 0.24814831 0.67742819 0.36571189 0.71684642 0.5052495 ] [ 0.79817273 0.45989847 0.55701029 0.29286489 0.48103163] [ 0.36937853 0.52596535 0.50836935 0.75334363 0.51719283] [ 0.67803248 0.49950647 0.51553282 0.36138708 0.45998833] [ 0.52179279 0.49474772 0.58355182 0.49945115 0.38816623] [ 0.3759327 0.53162739 0.53941582 0.56921466 0.54384024] [ 0.72078516 0.50834972 0.55586542 0.33474486 0.47111503] [ 0.21133831 0.5715737 0.4666959 0.76883132 0.46930004] [ 0.29658198 0.65220478 0.32001835 0.61192087 0.45498915] [ 0.50729726 0.44715726 0.5984021 0.67920638 0.44138309] [ 0.63053476 0.54359954 0.54968304 0.40078495 0.39206967] [ 0.7891995 0.35405423 0.54502383 0.20055562 0.35131848] [ 0.46419359 0.5431038 0.45051632 0.63943502 0.38642594] [ 0.32965424 0.55965734 0.5451934 0.69810427 0.54356962] [ 0.7918157 0.37162828 0.56083099 0.4214907 0.4205443 ] [ 0.48244463 0.45653831 0.49575792 0.66736185 0.41632552] [ 0.35187924 0.70533115 0.35170153 0.70221025 0.43627129] [ 0.49834054 0.54541759 0.47057897 0.58450622 0.52386573] [ 0.66717635 0.52124075 0.4541875 0.51943239 0.45154161] [ 0.67323826 0.48117596 0.4389797 0.60545372 0.3149191 ] [ 0.66588601 0.46739635 0.58794245 0.26859381 0.46994367] [ 0.26268938 0.68720651 0.43607847 0.69126277 0.58513051] [ 0.74067235 0.36168756 0.62057106 0.58135451 0.41538078] [ 0.76332239 0.35855017 0.55996622 0.34651356 0.3539079 ] [ 0.43293615 0.59847313 0.55922738 0.62765382 0.37676049] [ 0.49946351 0.5934825 0.45479317 0.44454204 0.49740513] [ 0.26210467 0.70696199 0.41539927 0.7885192 0.43764093] [ 0.60028526 0.56769477 0.38887216 0.63009239 0.39508518] [ 0.18280907 0.58978873 0.51635979 0.6245417 0.5853734 ] [ 0.53473295 0.48842229 0.49831044 0.49246384 0.43922752] [ 0.40646255 0.49524139 0.50966066 0.70764405 0.40533247] [ 0.49461039 0.53503052 0.5439178 0.70853482 0.49989873] [ 0.8257918 0.34748575 0.51373755 0.26565334 0.41313403] [ 0.61897835 0.47408621 0.55868556 0.41362527 0.46956314] [ 0.44959508 0.70541698 0.40642317 0.66061393 0.53452807] [ 0.6672745 0.44594312 0.65436348 0.55670829 0.42473817] [ 0.68278538 0.54465341 0.46165353 0.50331409 0.57152002] [ 0.7493214 0.30848589 0.57388352 0.32186687 0.44591671] [ 0.194966 0.59408909 0.41646023 0.71332596 0.58525802] [ 0.75835455 0.51405567 0.40316514 0.45515097 0.31321132] [ 0.69646792 0.39040396 0.44056784 0.20746169 0.32319237] [ 0.71208245 0.3918452 0.62133668 0.42506192 0.40452384] [ 0.67063192 0.53137808 0.44033725 0.31830833 0.44591788] [ 0.72590677 0.50416027 0.43733865 0.36447688 0.37628709] [ 0.8045553 0.36831382 0.64798486 0.19382133 0.50060809] [ 0.29205301 0.53426262 0.43107745 0.70053591 0.50376823] [ 0.32113939 0.63356424 0.37133564 0.70542529 0.43023674] [ 0.60661954 0.52858081 0.50548212 0.53483461 0.35067105] [ 0.33581402 0.51047656 0.43296485 0.80279184 0.58711244] [ 0.46209394 0.48399808 0.49616225 0.59182001 0.60133009] [ 0.2780082 0.57815643 0.55348904 0.76537491 0.61866694] [ 0.64688029 0.55727224 0.4025046 0.32704755 0.33654249] [ 0.49358222 0.55614101 0.44897749 0.60770599 0.43970922] [ 0.63356124 0.43426578 0.50473355 0.4609005 0.56166152] [ 0.80221836 0.40581331 0.65383538 0.30865481 0.41990619] [ 0.46625038 0.65764998 0.41482432 0.62251206 0.34700306] [ 0.4500172 0.49967849 0.66919643 0.70052391 0.53828464] [ 0.39536023 0.58094706 0.40712062 0.67271261 0.37725676] [ 0.65012487 0.43771915 0.58863961 0.47694996 0.42988176] [ 0.56447219 0.46681047 0.43441033 0.36633206 0.51897475] [ 0.72374176 0.34192781 0.51679599 0.30489256 0.40371649] [ 0.3757077 0.56518371 0.52288669 0.79314487 0.5523434 ] [ 0.55941047 0.55953638 0.3451955 0.42446834 0.40056939] [ 0.69607935 0.44298156 0.53531677 0.63930183 0.42576111] [ 0.70807199 0.49181412 0.55920676 0.33073412 0.54117225] [ 0.55632933 0.5673946 0.45213692 0.72556316 0.52289849] [ 0.19162826 0.56086271 0.46985751 0.85238019 0.62142219] [ 0.40895692 0.57343259 0.41385964 0.68024369 0.57675768] [ 0.50164385 0.4470109 0.48519791 0.49611813 0.46648043] [ 0.78590901 0.41535716 0.58945101 0.17149483 0.46429427] [ 0.47140113 0.71388209 0.29500609 0.60224842 0.33673622] [ 0.61800063 0.4461426 0.42234962 0.68195678 0.4044194 ] [ 0.42590403 0.65240521 0.57687679 0.688018 0.57796584] [ 0.45355757 0.50804224 0.42496704 0.58272229 0.52776497] [ 0.25902417 0.63042946 0.38490771 0.6477967 0.41942176] Progress: 51.6% ... Training loss: 0.460 ... Validation loss: 0.755[ 0.42691166 0.36808461 0.53292699 0.57110473 0.4671229 ] [ 0.6922664 0.32654302 0.54797414 0.30921759 0.38786671] [ 0.73894473 0.45155815 0.59589716 0.27053828 0.54749128] [ 0.74458649 0.43121424 0.57558491 0.67440334 0.40326061] [ 0.50806921 0.49508055 0.47492442 0.53008468 0.5754774 ] [ 0.3770984 0.42028988 0.48489263 0.84166222 0.62698025] [ 0.48509037 0.53022819 0.42933526 0.67507122 0.65361178] [ 0.47549751 0.66166849 0.42587619 0.52159425 0.2869539 ] [ 0.49763043 0.50573896 0.39580736 0.27548929 0.49548535] [ 0.4111188 0.50214647 0.52327154 0.53914104 0.57543487] [ 0.58322509 0.52412007 0.52329291 0.27615584 0.50179746] [ 0.33239168 0.58533374 0.42595948 0.87941052 0.52930302] [ 0.51158751 0.64789163 0.46514122 0.66613619 0.42145191] [ 0.59675 0.61555233 0.50587532 0.49771393 0.43939966] [ 0.37007464 0.51483529 0.44615659 0.66218726 0.39571836] [ 0.76401042 0.36019866 0.60249706 0.26036945 0.40214997] [ 0.67859701 0.51045171 0.53792224 0.35083837 0.42542772] [ 0.34382161 0.61874517 0.55596522 0.81092874 0.6690541 ] [ 0.570971 0.44001162 0.55352052 0.69905567 0.48535188] [ 0.23284745 0.58975962 0.36302514 0.91215747 0.56955037] [ 0.50113946 0.52195776 0.37380922 0.73618165 0.36454072] [ 0.77328594 0.37772067 0.48061633 0.17996234 0.42429454] [ 0.52592834 0.49630742 0.34647317 0.39993336 0.28661141] [ 0.46147665 0.60932458 0.40872822 0.74576884 0.58366687] [ 0.72962923 0.46406466 0.54242682 0.415861 0.49727259] [ 0.84825546 0.37552754 0.46298512 0.34275149 0.4206824 ] [ 0.78949836 0.42187397 0.34673057 0.29316235 0.30184824] [ 0.57732411 0.59267546 0.40812262 0.57634696 0.40527795] [ 0.34803216 0.62648496 0.37909296 0.62443545 0.38841311] [ 0.48728219 0.56912674 0.37583056 0.57289835 0.5305263 ] [ 0.84379599 0.50494512 0.33618972 0.35837241 0.31507179] [ 0.58411815 0.43808128 0.54118072 0.62800071 0.33842587] [ 0.5510479 0.45436895 0.49134925 0.44324415 0.45708791] [ 0.65249797 0.55609283 0.46194497 0.46001934 0.51945743] [ 0.29090376 0.53486893 0.51847806 0.64058283 0.63956971] [ 0.5189968 0.55765559 0.48824151 0.5512486 0.42962482] [ 0.60154403 0.59775933 0.49952932 0.52994775 0.46260345] [ 0.27748116 0.65762286 0.38219172 0.72123127 0.42792886] [ 0.78360399 0.54708945 0.48394601 0.55365111 0.38179136] [ 0.33189567 0.63060912 0.39719389 0.55961026 0.46767314] [ 0.51230295 0.50940555 0.47403514 0.79105232 0.3421782 ] [ 0.29687099 0.61432298 0.49372891 0.6211552 0.49729812] [ 0.76447935 0.48096494 0.4789541 0.45204462 0.53308964] [ 0.67614839 0.41714619 0.64009759 0.6266288 0.44898866] [ 0.33458291 0.56625964 0.49546903 0.58041246 0.54263437] [ 0.29550636 0.69759873 0.42844093 0.71938953 0.46095856] [ 0.44085013 0.46349891 0.5173505 0.72056663 0.50557943] [ 0.69050192 0.49179863 0.49842092 0.35360608 0.35960529] [ 0.60154403 0.59775933 0.49952932 0.52994775 0.46260345] [ 0.44891265 0.64069323 0.38313829 0.63432874 0.46322294] [ 0.64226371 0.49664293 0.51465566 0.41482454 0.56270424] [ 0.4822425 0.53572274 0.43325423 0.6195854 0.46641279] [ 0.47121816 0.53590472 0.47062413 0.84913612 0.43777434] [ 0.55504373 0.42108483 0.47775909 0.36212743 0.3801633 ] [ 0.55594768 0.42868285 0.43261661 0.73762838 0.38388335] [ 0.59486628 0.58592085 0.61329609 0.47083366 0.51374688] [ 0.46811089 0.61287187 0.31216767 0.54334194 0.4474696 ] [ 0.71105016 0.50008687 0.45372456 0.21232006 0.28685499] [ 0.59450645 0.50700719 0.5230599 0.48586274 0.46804776] [ 0.57892107 0.55621891 0.57548214 0.54508666 0.61231672] [ 0.54964056 0.52068637 0.36753549 0.60909079 0.3884271 ] [ 0.32868575 0.54715847 0.56419091 0.75774878 0.49136446] [ 0.63105787 0.55661164 0.47861497 0.44886437 0.39149771] [ 0.72315984 0.39122262 0.46554689 0.45568329 0.47743949] [ 0.45322463 0.50174301 0.47793476 0.64319803 0.60249492] [ 0.55558318 0.59244593 0.45489939 0.65171931 0.4775428 ] [ 0.57417524 0.47893227 0.59413922 0.44702158 0.55509645] [ 0.32694846 0.52172657 0.38294135 0.63400557 0.43217158] [ 0.40331923 0.50749586 0.49385737 0.36225355 0.51301435] [ 0.63305251 0.60547567 0.2883333 0.56287675 0.29394509] [ 0.43268422 0.65189414 0.44655788 0.85492594 0.43736152] [ 0.39120905 0.64182999 0.42028132 0.65659905 0.41007763] [ 0.44617975 0.61787402 0.46498839 0.65442613 0.63427946] [ 0.54801029 0.39956774 0.50782174 0.71443377 0.574236 ] [ 0.64408872 0.4768451 0.51649774 0.26192812 0.5953796 ] [ 0.61913978 0.56430485 0.42752268 0.55147563 0.48342339] [ 0.60320323 0.44004203 0.64393254 0.45563697 0.42450589] [ 0.79802006 0.38604585 0.48375345 0.16485385 0.26489183] [ 0.75923631 0.49172066 0.60047549 0.48144241 0.36554801] [ 0.51945463 0.4186908 0.40984537 0.48097557 0.50413194] [ 0.56604459 0.41745833 0.35609876 0.43644558 0.35458597] [ 0.49562228 0.68950097 0.4070411 0.64024291 0.45500265] [ 0.36562955 0.59625405 0.38190241 0.3555904 0.53783363] [ 0.4031003 0.69319328 0.44539941 0.5539935 0.48666112] [ 0.83446751 0.46318509 0.46755151 0.25966668 0.38130876] [ 0.52691624 0.50911441 0.43656828 0.52056433 0.4993741 ] [ 0.59894841 0.52802853 0.32214429 0.49890074 0.41767583] [ 0.71900855 0.39442989 0.43034383 0.35560729 0.38147635] [ 0.2048657 0.54251648 0.34967876 0.88030123 0.64834752] [ 0.50974521 0.70010136 0.36074572 0.73637174 0.42115086] [ 0.64960406 0.4822113 0.5103518 0.18429102 0.5154156 ] [ 0.59165274 0.47984663 0.37173818 0.53876414 0.52430345] [ 0.64318442 0.61537124 0.52210675 0.49498186 0.41572524] [ 0.758587 0.55622442 0.4016695 0.22060563 0.39565247] [ 0.63172796 0.48870414 0.46785044 0.5286487 0.5571659 ] [ 0.5841149 0.5341181 0.35600848 0.62083435 0.46539584] [ 0.42955712 0.63604675 0.41815875 0.59930571 0.3716545 ] [ 0.31097455 0.63569091 0.42686386 0.72597117 0.57238344] [ 0.24660338 0.72966498 0.390011 0.80974162 0.58421126] [ 0.14213571 0.60751079 0.46303093 0.84351796 0.54262654] [ 0.7876164 0.44775179 0.60145816 0.41484219 0.3549619 ] [ 0.4548443 0.51862923 0.6235223 0.73411341 0.47540427] [ 0.36382695 0.45553193 0.55527839 0.67610003 0.54442931] [ 0.58463718 0.41947655 0.41636723 0.41761318 0.33301362] [ 0.56418427 0.38023694 0.49033641 0.30003161 0.58348137] [ 0.52681519 0.67879933 0.38541002 0.65778349 0.42420526] [ 0.47903416 0.57461066 0.58083706 0.55131198 0.49047074] [ 0.79627188 0.55561959 0.51060967 0.49674681 0.39368069] [ 0.35673451 0.43175563 0.66990501 0.58462622 0.55932797] [ 0.48285902 0.51923019 0.51042929 0.49110855 0.43431187] [ 0.69073852 0.4939534 0.51988562 0.41401409 0.46950452] [ 0.75801363 0.43065888 0.47365975 0.273398 0.45193219] [ 0.53975304 0.52713081 0.51745543 0.3941291 0.46372945] [ 0.72093223 0.54765697 0.37835033 0.33816725 0.3456756 ] [ 0.57184837 0.55912003 0.44396697 0.56391535 0.30417715] [ 0.44705254 0.4772605 0.35580851 0.5284479 0.46506398] [ 0.54513983 0.46044976 0.55551496 0.66639185 0.43360279] [ 0.4891199 0.52467194 0.46887729 0.42445335 0.50865471] [ 0.62677256 0.44350421 0.54285332 0.49153679 0.52156622] [ 0.37374874 0.51291092 0.51560004 0.79547541 0.60922537] [ 0.78514237 0.41095394 0.61472558 0.30121974 0.437387 ] [ 0.6911045 0.49911773 0.524495 0.51216636 0.41133536] [ 0.77176117 0.42490273 0.44069994 0.37094342 0.50880252] [ 0.77027163 0.3313888 0.53199716 0.17800192 0.38630425] [ 0.63200644 0.38061783 0.52521413 0.56669042 0.47653243] [ 0.54878519 0.37739452 0.51799692 0.4170559 0.43751558] [ 0.45012505 0.42507435 0.46280243 0.56054921 0.6126609 ] [ 0.37846905 0.53535894 0.4000854 0.75092288 0.39316041] Progress: 51.6% ... Training loss: 0.460 ... Validation loss: 0.756[ 0.45326929 0.59902644 0.43828197 0.55564011 0.51718391] [ 0.53225191 0.49481364 0.56854775 0.77483334 0.46201087] [ 0.43789919 0.56867294 0.41464524 0.68029764 0.42714438] [ 0.81527277 0.30778999 0.61650566 0.14031209 0.45743303] [ 0.71959461 0.46968137 0.49589884 0.22251566 0.5155606 ] [ 0.6034879 0.37211537 0.57353242 0.63425533 0.37257066] [ 0.54845304 0.43741943 0.44254855 0.39357544 0.39039776] [ 0.67501339 0.40760861 0.50002066 0.39123556 0.45567213] [ 0.42735506 0.36784961 0.53302316 0.57079098 0.46702917] [ 0.23989383 0.62081985 0.37093951 0.85391036 0.58485108] [ 0.55526085 0.48873022 0.50838753 0.4172077 0.31005552] [ 0.23783298 0.58535637 0.41906344 0.86122754 0.5062919 ] [ 0.42845675 0.57099009 0.46150208 0.52521526 0.37161441] [ 0.43543553 0.58303429 0.48577952 0.7458567 0.33542806] [ 0.71239784 0.51088958 0.37933037 0.51761778 0.39054764] [ 0.54383327 0.376115 0.48351829 0.73204096 0.45944723] [ 0.53699106 0.43472725 0.38670797 0.66040948 0.52041425] [ 0.4375738 0.53263124 0.43648099 0.62186577 0.42185595] [ 0.56298981 0.50420766 0.4276118 0.52767018 0.49612479] [ 0.80781284 0.48526362 0.48369852 0.3431198 0.38792687] [ 0.74395639 0.47175257 0.49882615 0.34184102 0.50942154] [ 0.50643187 0.37408922 0.57519553 0.65190237 0.55138222] [ 0.32645618 0.55254806 0.59762047 0.81642178 0.69863209] [ 0.28348152 0.5686976 0.54061594 0.71193664 0.69020532] [ 0.31576813 0.66627704 0.49426186 0.51105231 0.65795872] [ 0.34953977 0.52367632 0.54036686 0.79925968 0.4986498 ] [ 0.64604819 0.55927328 0.49450624 0.25677999 0.35444224] [ 0.45614889 0.49097194 0.52646087 0.60390035 0.49218922] [ 0.38816935 0.61028187 0.34476418 0.59307753 0.50880897] [ 0.2925079 0.56298896 0.51673103 0.69728165 0.61101317] [ 0.80523331 0.37116146 0.50223175 0.2861017 0.39338518] [ 0.51932585 0.50337159 0.29126809 0.65654547 0.34432479] [ 0.49315572 0.55553757 0.53135439 0.68439583 0.45355586] [ 0.80193116 0.40591578 0.65378402 0.30864604 0.4199501 ] [ 0.53370075 0.53192026 0.44429921 0.70197864 0.40387358] [ 0.66950189 0.53816384 0.50542542 0.48458428 0.53881793] [ 0.3536408 0.49913274 0.44881752 0.73999305 0.43505133] [ 0.5532096 0.42221264 0.49601726 0.35124966 0.35310168] [ 0.6545047 0.6425771 0.4343927 0.52758282 0.46239439] [ 0.64956991 0.61061258 0.37980266 0.43498751 0.41429015] [ 0.75897354 0.48886363 0.59829587 0.33461811 0.45277729] [ 0.52730109 0.58852253 0.39750879 0.49647342 0.32327689] [ 0.67287078 0.36365785 0.63635934 0.29318824 0.51034907] [ 0.64118787 0.44478888 0.58144256 0.56831109 0.4239762 ] [ 0.78923531 0.51554348 0.53755085 0.19186415 0.43900884] [ 0.72838248 0.45663779 0.48448152 0.19241211 0.45820977] [ 0.45652109 0.57941558 0.47036256 0.42385584 0.48181436] [ 0.66040167 0.61575834 0.42190377 0.41334124 0.37319152] [ 0.48618562 0.6119765 0.42695793 0.52549871 0.53264255] [ 0.73749669 0.33959702 0.59507503 0.3545332 0.44395099] [ 0.27301787 0.58698486 0.60682359 0.68472219 0.69936978] [ 0.6153142 0.57169156 0.53445268 0.49476883 0.49013512] [ 0.58089646 0.47459869 0.46742304 0.65126788 0.40368289] [ 0.83862921 0.31955519 0.69766847 0.17390297 0.38207636] [ 0.66512554 0.47022789 0.48441458 0.46260185 0.31712965] [ 0.64935745 0.48236179 0.5102946 0.18440755 0.5154667 ] [ 0.63810784 0.48616798 0.54788695 0.37817356 0.55709353] [ 0.38885594 0.48955384 0.52202603 0.51402967 0.60287887] [ 0.60287883 0.39617973 0.54494244 0.29189847 0.53574966] [ 0.55744074 0.4763685 0.41349498 0.49674507 0.48028307] [ 0.25214483 0.51942629 0.46688638 0.81922173 0.5403531 ] [ 0.44877056 0.60458245 0.5248352 0.8307381 0.53715117] [ 0.30734079 0.44226567 0.50106053 0.76410521 0.71741379] [ 0.84502325 0.37132051 0.58638304 0.11048805 0.46796915] [ 0.27555761 0.53206008 0.55384958 0.82682981 0.67709645] [ 0.61166268 0.3831722 0.48102868 0.6191274 0.39630606] [ 0.54791388 0.50986409 0.57845857 0.32661721 0.54943989] [ 0.35292089 0.70340251 0.39764969 0.62719832 0.33756769] [ 0.75065973 0.35920039 0.54907506 0.11402047 0.35445825] [ 0.68042255 0.48854987 0.67625791 0.44707036 0.43637856] [ 0.66020767 0.44784776 0.5371895 0.4126847 0.54412164] [ 0.44526367 0.55406378 0.50202667 0.73893251 0.41214557] [ 0.850608 0.34935197 0.54742423 0.15896818 0.40701023] [ 0.77354374 0.44714883 0.58693789 0.24325745 0.50513096] [ 0.5172995 0.52907892 0.49931023 0.45046265 0.4448729 ] [ 0.17877702 0.72178877 0.27982257 0.78732888 0.59868497] [ 0.68119814 0.36492905 0.63685195 0.29653624 0.41579723] [ 0.72022267 0.49173476 0.43656342 0.38107547 0.43430444] [ 0.34862377 0.48397383 0.54673469 0.48013285 0.57176138] [ 0.72092194 0.39757755 0.58917732 0.47673235 0.40377245] [ 0.71528609 0.52939469 0.60163966 0.44152065 0.42680183] [ 0.5817239 0.38190311 0.53901661 0.4192727 0.49068693] [ 0.63310839 0.48101815 0.5343856 0.25962605 0.51655935] [ 0.43942172 0.57479014 0.57886728 0.55198595 0.63515226] [ 0.67649438 0.42376681 0.56139138 0.64192388 0.46872316] [ 0.48167035 0.5344151 0.40953467 0.64412402 0.43202388] [ 0.71260205 0.48514843 0.61285893 0.28739259 0.44161954] [ 0.68608659 0.66138419 0.35946603 0.62371471 0.3603133 ] [ 0.64884188 0.45989498 0.49917746 0.33920661 0.45610214] [ 0.43586146 0.51476694 0.58773279 0.77678614 0.52252504] [ 0.60411421 0.49584723 0.43679368 0.46821329 0.42543743] [ 0.49727429 0.44888991 0.41518798 0.50774484 0.42095354] [ 0.59571163 0.63123078 0.24663991 0.55389663 0.38296744] [ 0.64594741 0.51158197 0.57731375 0.38162095 0.42309674] [ 0.70363198 0.66737614 0.35153943 0.54650192 0.37645412] [ 0.48131932 0.47296601 0.29527781 0.73046764 0.49619093] [ 0.43414645 0.52077876 0.51291485 0.78299481 0.57380272] [ 0.19224777 0.68226459 0.31004564 0.77379482 0.55208186] [ 0.69261455 0.47669585 0.61711437 0.69658785 0.41679849] [ 0.30675592 0.43539177 0.39678632 0.700982 0.52338861] [ 0.62258664 0.62791626 0.42440003 0.60649273 0.35190864] [ 0.79994473 0.40138806 0.53493663 0.2686171 0.331188 ] [ 0.37891124 0.61105203 0.3525572 0.70686158 0.41899032] [ 0.76403814 0.52927936 0.60745511 0.40815806 0.41568351] [ 0.57918785 0.50423581 0.58321626 0.32525928 0.57790032] [ 0.6670476 0.5345191 0.4839626 0.39721412 0.43157273] [ 0.38012138 0.58578111 0.39335917 0.79525847 0.3516771 ] [ 0.83407646 0.26773286 0.623606 0.16395744 0.45502472] [ 0.30110127 0.44972122 0.50662838 0.72300266 0.47577911] [ 0.57510226 0.72128935 0.33052738 0.78101691 0.36014921] [ 0.55631382 0.5295583 0.39938657 0.72295522 0.44979351] [ 0.58892782 0.51066156 0.59897869 0.53062419 0.56027563] [ 0.34248714 0.69903939 0.40743792 0.74168404 0.48810287] [ 0.74396614 0.46700316 0.57874484 0.46609735 0.42121043] [ 0.28502996 0.49433849 0.55383443 0.7514784 0.63858886] [ 0.6091941 0.66203299 0.53149969 0.54810431 0.3994257 ] [ 0.60315866 0.57169781 0.50405615 0.47528875 0.40415218] [ 0.60689619 0.41959306 0.41649378 0.53443896 0.37607103] [ 0.56066463 0.56298339 0.44630004 0.43506913 0.50847678] [ 0.27233988 0.74610585 0.34293694 0.84134305 0.48142931] [ 0.5353165 0.36153214 0.53737438 0.48513801 0.53774411] [ 0.7796213 0.62001358 0.47410486 0.39109511 0.35099573] [ 0.33206223 0.51754335 0.41138024 0.64796754 0.47706019] [ 0.4924148 0.59524946 0.43908019 0.67078192 0.39294322] [ 0.57682287 0.4879439 0.37027329 0.52412155 0.47935416] [ 0.44260685 0.38731149 0.58128847 0.38979073 0.57605428] [ 0.65264245 0.52051258 0.53410668 0.21938274 0.60319077] [ 0.66529233 0.44602232 0.57251206 0.51914289 0.49207055] Progress: 51.7% ... Training loss: 0.460 ... Validation loss: 0.755[ 0.59288394 0.36135987 0.47853795 0.64568348 0.3950782 ] [ 0.22397266 0.65054787 0.43792499 0.84623343 0.44485216] [ 0.59581735 0.53764363 0.49006787 0.38765982 0.54547359] [ 0.4840658 0.49547296 0.50204166 0.65719174 0.33105633] [ 0.60538198 0.5218054 0.54544607 0.39497816 0.41464855] [ 0.2360309 0.66748906 0.41718416 0.5836621 0.40221751] [ 0.69455555 0.47933284 0.64581743 0.62241392 0.43280851] [ 0.63976234 0.53376879 0.44477289 0.47345213 0.4497842 ] [ 0.59273162 0.44902175 0.46075378 0.38167671 0.36921804] [ 0.51316956 0.58883742 0.41378852 0.72631976 0.38141326] [ 0.72720736 0.54586955 0.36836425 0.42956827 0.51396455] [ 0.56670696 0.53380562 0.40027961 0.64378894 0.37602514] [ 0.60538198 0.5218054 0.54544607 0.39497816 0.41464855] [ 0.68291255 0.63618378 0.44826925 0.51473078 0.37727785] [ 0.38310037 0.70118762 0.24029105 0.7144967 0.48320254] [ 0.85472214 0.39600598 0.58466375 0.26293416 0.39797689] [ 0.6626843 0.55497267 0.52633817 0.49070922 0.5060197 ] [ 0.28036111 0.5195977 0.536204 0.87221501 0.65811145] [ 0.30369762 0.53507692 0.51642785 0.7083061 0.63287179] [ 0.65835314 0.37404157 0.55006376 0.49871907 0.48571253] [ 0.4787734 0.49221622 0.48711648 0.51511336 0.62099738] [ 0.354642 0.64772353 0.4365751 0.60644145 0.40113792] [ 0.32214906 0.46451685 0.45911329 0.84293036 0.65144902] [ 0.74135703 0.45256678 0.57454555 0.31161963 0.4021334 ] [ 0.60097094 0.6413326 0.43088175 0.61418595 0.56013463] [ 0.37305088 0.483981 0.47930159 0.56505638 0.57492181] [ 0.70740589 0.44491637 0.48236875 0.35392065 0.33240168] [ 0.69666428 0.42193684 0.38223929 0.40765627 0.57413288] [ 0.5947504 0.58600529 0.61325051 0.47086595 0.51378259] [ 0.31352699 0.58418903 0.37283021 0.71833674 0.45385015] [ 0.26688336 0.52092943 0.49386172 0.7732458 0.49461594] [ 0.38965068 0.53406304 0.45711494 0.5839825 0.63808598] [ 0.32607398 0.55541715 0.57694753 0.83982645 0.59300328] [ 0.67260866 0.63879192 0.48260135 0.52207194 0.50424971] [ 0.74405211 0.34099293 0.55958669 0.51849837 0.4005806 ] [ 0.68813849 0.48663054 0.55455461 0.16017705 0.48136407] [ 0.45591068 0.55444211 0.52759019 0.71419693 0.53709132] [ 0.58725922 0.63025888 0.4542465 0.68045402 0.59468434] [ 0.80694499 0.36951096 0.61063049 0.15788417 0.46299971] [ 0.33876083 0.60200832 0.46647021 0.80561243 0.39034745] [ 0.62792553 0.52373052 0.42363694 0.44959293 0.48400706] [ 0.74864833 0.50188489 0.45031678 0.38232506 0.39053785] [ 0.44894337 0.5387796 0.45596403 0.63152834 0.4697664 ] [ 0.44112476 0.68187604 0.42343878 0.66640672 0.45605644] [ 0.74034482 0.55301994 0.38120174 0.32804205 0.39819672] [ 0.72643535 0.54793961 0.54567049 0.61934171 0.40976046] [ 0.41687347 0.53832527 0.46692499 0.84738048 0.52887937] [ 0.75088122 0.34904987 0.47474037 0.25099389 0.37737465] [ 0.78741327 0.45025261 0.5152495 0.31814374 0.42786508] [ 0.34690516 0.54527457 0.58924168 0.77345317 0.66575914] [ 0.35574927 0.5681551 0.51030036 0.54824221 0.46874353] [ 0.61173853 0.47164125 0.52472609 0.7237267 0.38854348] [ 0.57228594 0.4051646 0.55929333 0.38459664 0.49473003] [ 0.28854898 0.6485309 0.46446364 0.56192662 0.57388207] [ 0.85005046 0.40138991 0.56198501 0.22688462 0.3792097 ] [ 0.4058639 0.55460404 0.57901854 0.71853875 0.59337879] [ 0.28951541 0.69413724 0.35322152 0.81486194 0.54551818] [ 0.68329569 0.54453575 0.46171683 0.5032277 0.57150055] [ 0.86937264 0.29346676 0.66086056 0.1448288 0.42883303] [ 0.8480536 0.4831903 0.51434756 0.28780764 0.4148182 ] [ 0.24538601 0.70992927 0.42328688 0.86027894 0.5322236 ] [ 0.3161866 0.57023241 0.52805588 0.74924431 0.50136908] [ 0.34741695 0.62959077 0.45017751 0.78989216 0.41006629] [ 0.58171358 0.44998164 0.43416227 0.35470789 0.47417495] [ 0.53221409 0.62229494 0.27039814 0.57660127 0.34742745] [ 0.43261159 0.61605746 0.36424159 0.66857774 0.49079674] [ 0.74270525 0.5638084 0.53468456 0.42939588 0.40691763] [ 0.52588935 0.39731773 0.61505512 0.65599885 0.37089426] [ 0.46727945 0.44066956 0.62047086 0.40138503 0.50946339] [ 0.61713978 0.62446067 0.44174739 0.49775644 0.37189102] [ 0.75247661 0.3319635 0.47463657 0.41074482 0.35360899] [ 0.83502924 0.40706855 0.43246426 0.39310535 0.41867603] [ 0.58320514 0.43470976 0.52103096 0.60417282 0.33799676] [ 0.20323874 0.68850893 0.43501592 0.80517175 0.53974511] [ 0.23159527 0.63869469 0.43062438 0.85192808 0.38292999] [ 0.71348846 0.45832839 0.55780202 0.26648988 0.52737046] [ 0.52225687 0.53793384 0.36220546 0.45289779 0.50052365] [ 0.80323721 0.47172244 0.57115064 0.2754726 0.48433343] [ 0.68467508 0.58653794 0.40565573 0.35042757 0.45058279] [ 0.48684812 0.41926656 0.46912211 0.47249236 0.34587388] [ 0.4974849 0.59140456 0.60003188 0.54346188 0.62937641] [ 0.67861156 0.43663796 0.39902724 0.36026106 0.36712556] [ 0.64300668 0.40877226 0.66267508 0.65733547 0.44111868] [ 0.42146533 0.42988958 0.56202026 0.69636737 0.48603928] [ 0.49662515 0.51590617 0.53497545 0.4759116 0.46315277] [ 0.56867 0.53813453 0.47647431 0.5667064 0.43247618] [ 0.74316779 0.52496768 0.53012436 0.24403654 0.34212032] [ 0.43760253 0.58150418 0.33503761 0.52349574 0.42091276] [ 0.80325397 0.44356154 0.58548479 0.33504093 0.40147138] [ 0.35823683 0.58184852 0.4572544 0.79269432 0.49944558] [ 0.69212126 0.49051226 0.56225522 0.38370191 0.38580198] [ 0.54877047 0.59383663 0.48300509 0.57746805 0.3784716 ] [ 0.58375441 0.45643053 0.46993185 0.32213811 0.47811546] [ 0.58524026 0.53364809 0.35618763 0.62018665 0.46523661] [ 0.29837809 0.60165498 0.32685512 0.73758776 0.55036802] [ 0.72130003 0.4746025 0.42612155 0.40078096 0.38713744] [ 0.57216714 0.55816276 0.50661775 0.50500987 0.45788122] [ 0.70915557 0.32152517 0.52881053 0.6096374 0.47032504] [ 0.7970555 0.3842416 0.51875268 0.2344329 0.44688576] [ 0.6090402 0.50877136 0.45559469 0.47561189 0.41872492] [ 0.65077774 0.35445183 0.62047765 0.65904423 0.46840561] [ 0.69017753 0.54819773 0.34404411 0.36482572 0.37029896] [ 0.49200576 0.52356105 0.53440174 0.73735356 0.45484107] [ 0.87082039 0.41246067 0.52649712 0.19071377 0.28432589] [ 0.57595621 0.53469477 0.57402775 0.50987638 0.46030813] [ 0.55347025 0.57404451 0.47072009 0.34804529 0.45307935] [ 0.34262355 0.60472922 0.35338164 0.76130757 0.56069434] [ 0.69990465 0.38064176 0.51089254 0.43079398 0.53247619] [ 0.69661394 0.42791604 0.4890233 0.51971995 0.57581841] [ 0.62197307 0.3833245 0.3836585 0.52556287 0.44881943] [ 0.69267978 0.56468149 0.56726248 0.4693261 0.41977611] [ 0.70140692 0.47526115 0.42964162 0.70173933 0.39871835] [ 0.21844277 0.49999 0.39235158 0.89113216 0.59412204] [ 0.26555477 0.73499688 0.37329165 0.71518328 0.41520701] [ 0.60347194 0.49619816 0.43666343 0.46854313 0.42554857] [ 0.61130079 0.3557875 0.57570034 0.68006817 0.51030647] [ 0.42039381 0.48613319 0.58669563 0.78022242 0.48775256] [ 0.31006754 0.56593633 0.49128904 0.6818918 0.63086609] [ 0.62352829 0.58309807 0.42069816 0.26538846 0.46579567] [ 0.66286649 0.67186621 0.33935297 0.65001211 0.38451143] [ 0.60317428 0.31236868 0.57340592 0.62487191 0.52341178] [ 0.38368474 0.67724853 0.2926995 0.50058589 0.35615549] [ 0.2823323 0.7317598 0.3869838 0.73923937 0.55693749] [ 0.58785724 0.46634186 0.56054879 0.66019742 0.34467325] [ 0.37345394 0.59676302 0.4892155 0.83089544 0.62123501] [ 0.48102594 0.51473359 0.56126593 0.56016087 0.43174801] [ 0.29834184 0.66915894 0.43531207 0.68407869 0.46104803] [ 0.65364318 0.33726722 0.39591685 0.60761576 0.33369035] Progress: 51.8% ... Training loss: 0.459 ... Validation loss: 0.755[ 0.2931836 0.43058779 0.46043021 0.78125367 0.48428784] [ 0.35868165 0.56552646 0.50197544 0.85995781 0.49476795] [ 0.39207331 0.5090073 0.52395679 0.60451377 0.58359201] [ 0.45738326 0.53867466 0.47656344 0.43970946 0.44946833] [ 0.43887698 0.69066466 0.26487107 0.7441944 0.49796359] [ 0.3356026 0.60847721 0.48946301 0.44655257 0.59279886] [ 0.56478712 0.5041623 0.5164186 0.65601616 0.41011258] [ 0.67117954 0.50259077 0.57214681 0.48729146 0.45282634] [ 0.62815652 0.47762285 0.53992019 0.49074825 0.33796439] [ 0.39232944 0.5237971 0.48372152 0.70326985 0.49648112] [ 0.69020217 0.49424827 0.51976751 0.41424045 0.46960855] [ 0.29275708 0.50166743 0.45475188 0.78885496 0.47025891] [ 0.83366997 0.34091834 0.44874342 0.26899237 0.41726128] [ 0.53674835 0.42817649 0.49572063 0.77818844 0.42822764] [ 0.6396233 0.41545839 0.71027697 0.44741412 0.44154397] [ 0.65851214 0.40208186 0.49077849 0.28501747 0.45299457] [ 0.68813569 0.30122459 0.60185249 0.24180297 0.38090497] [ 0.71768431 0.4935989 0.54369968 0.40229619 0.45277023] [ 0.6836444 0.45485821 0.42909415 0.34656821 0.45351162] [ 0.60710679 0.57334957 0.34179731 0.39605312 0.45277074] [ 0.32451899 0.58389604 0.37365754 0.73204853 0.60792254] [ 0.38359622 0.67730332 0.29266854 0.50048658 0.35620087] [ 0.73144475 0.47708969 0.37885585 0.20654011 0.35462349] [ 0.41636545 0.52090742 0.43335254 0.55969618 0.63042845] [ 0.67516249 0.48820854 0.45117933 0.66678998 0.29355024] [ 0.50887874 0.469859 0.52828115 0.54725599 0.51887169] [ 0.60659091 0.61018182 0.33996882 0.52613628 0.44818518] [ 0.3258009 0.61048331 0.37056457 0.63356254 0.48078399] [ 0.49635297 0.54876795 0.53510906 0.76614787 0.53896033] [ 0.57401788 0.46161013 0.61926677 0.38347138 0.51922392] [ 0.68686926 0.54705337 0.43668725 0.27325487 0.39803043] [ 0.48013127 0.52555255 0.56005682 0.80580111 0.53730782] [ 0.3123226 0.49426548 0.56503171 0.79693959 0.66689434] [ 0.46101402 0.51216612 0.39807915 0.5126558 0.41314438] [ 0.7579619 0.41111361 0.50314007 0.66995181 0.39358725] [ 0.48454679 0.50059726 0.41324648 0.60764649 0.42387447] [ 0.43793943 0.69946237 0.44731869 0.71925542 0.6220136 ] [ 0.33521183 0.62744967 0.32839678 0.71764133 0.4210433 ] [ 0.70796018 0.58687799 0.45974158 0.30044861 0.37349595] [ 0.52021631 0.55326937 0.42425199 0.41778711 0.44981243] [ 0.2879268 0.62849693 0.41065174 0.81974582 0.3865841 ] [ 0.46704856 0.4205869 0.48824499 0.77109765 0.57684094] [ 0.76235389 0.52383687 0.49916337 0.30142721 0.52258321] [ 0.48174221 0.59455492 0.29858902 0.88976979 0.3674741 ] [ 0.76137186 0.34262351 0.64248915 0.51080037 0.39132819] [ 0.72949863 0.41728689 0.6399661 0.25513861 0.4391896 ] [ 0.8044847 0.37509294 0.60629851 0.21003724 0.43569138] [ 0.69763873 0.32578661 0.59235782 0.56172703 0.44140697] [ 0.3371465 0.55488902 0.47748319 0.68279678 0.41262489] [ 0.43915725 0.57941368 0.35311361 0.77993322 0.35050234] [ 0.23876775 0.48527954 0.48499522 0.88558562 0.71586356] [ 0.27654881 0.50909416 0.53236028 0.56525233 0.62461764] [ 0.69181556 0.43340387 0.58184634 0.63740306 0.41368628] [ 0.17699916 0.73528602 0.42416269 0.81720024 0.63765438] [ 0.44611366 0.48243859 0.55203497 0.55516985 0.52643932] [ 0.8027368 0.31495468 0.56604139 0.13181353 0.44338174] [ 0.69903033 0.50839851 0.52912632 0.37645577 0.47755329] [ 0.62127758 0.32881196 0.41446699 0.40950372 0.44247372] [ 0.66981496 0.54569292 0.55218117 0.49206152 0.38800164] [ 0.35283741 0.66702425 0.37896517 0.84136404 0.67674959] [ 0.53102966 0.44746311 0.55759764 0.41742343 0.58660928] [ 0.55341362 0.60899961 0.56455842 0.60787437 0.54003127] [ 0.66361317 0.59698253 0.54009364 0.61300156 0.45996623] [ 0.34111818 0.54514808 0.56415955 0.80312649 0.42418268] [ 0.43309762 0.59301874 0.4142621 0.5280619 0.35134207] [ 0.65045287 0.52343833 0.38315448 0.47503858 0.50140866] [ 0.69486436 0.40262351 0.41616912 0.32853069 0.39222664] [ 0.63506816 0.43375208 0.50494586 0.46013167 0.56148947] [ 0.80723403 0.61567276 0.4812596 0.44551522 0.36291164] [ 0.28324975 0.73270814 0.31098148 0.8607284 0.58678672] [ 0.50572516 0.49096812 0.53129433 0.46597569 0.48576612] [ 0.31805151 0.61681257 0.37985809 0.74245757 0.47690962] [ 0.52784296 0.40367078 0.47371978 0.72769576 0.36839607] [ 0.72891615 0.51475186 0.61795273 0.24537871 0.38309265] [ 0.39583161 0.59222487 0.41677058 0.6159048 0.48512371] [ 0.5776728 0.45596221 0.56493766 0.56252223 0.41584231] [ 0.79383067 0.40989173 0.44075715 0.21892848 0.3916664 ] [ 0.55040952 0.59220927 0.48640398 0.51794656 0.5182237 ] [ 0.82600397 0.36620506 0.53288625 0.23441341 0.39305903] [ 0.44807585 0.44668039 0.59654552 0.57912687 0.39587679] [ 0.66752943 0.5211776 0.4542182 0.51923223 0.45153687] [ 0.76385063 0.45434533 0.49394508 0.35191094 0.46611799] [ 0.31149382 0.62183459 0.42980021 0.86998378 0.55356729] [ 0.51031844 0.41588281 0.41608712 0.57475374 0.51504948] [ 0.58666639 0.56744897 0.44889244 0.4988461 0.41264007] [ 0.43663506 0.5039634 0.38995675 0.64139856 0.59556177] [ 0.57581448 0.42501078 0.50658449 0.50883331 0.53488858] [ 0.75993091 0.31129566 0.42670995 0.37264549 0.45485768] [ 0.56159109 0.62049031 0.41319361 0.65479857 0.36392105] [ 0.68606298 0.40032626 0.50318769 0.61766543 0.29174243] [ 0.29807469 0.61058272 0.43202574 0.78156607 0.4044856 ] [ 0.84776376 0.34846631 0.54578909 0.23916614 0.37265636] [ 0.72896426 0.46443925 0.54227409 0.41618998 0.4974096 ] [ 0.3776775 0.61134418 0.39890847 0.72757063 0.55947472] [ 0.65965244 0.52769125 0.3268614 0.56660045 0.41313231] [ 0.74628617 0.41621921 0.51729964 0.36882043 0.51592787] [ 0.40046765 0.47282651 0.53768934 0.5545608 0.53914082] [ 0.82718938 0.38897218 0.60706756 0.33858307 0.4203636 ] [ 0.52742402 0.44535602 0.57810946 0.31721705 0.44549475] [ 0.81384217 0.41051847 0.57094419 0.21805436 0.42772618] [ 0.42438661 0.54867343 0.44289431 0.59016279 0.40136187] [ 0.44132526 0.60568048 0.26270347 0.64110853 0.4445019 ] [ 0.80408839 0.4176633 0.57984644 0.2409963 0.44462691] [ 0.53758918 0.60100605 0.53688985 0.45739399 0.4430542 ] [ 0.466525 0.54218565 0.4508475 0.63817366 0.3861529 ] [ 0.68711934 0.6212896 0.44098765 0.37073277 0.431793 ] [ 0.58240752 0.43611679 0.4651914 0.71001493 0.43602227] [ 0.67234777 0.46991178 0.34833116 0.40155362 0.41063006] [ 0.69602267 0.48654035 0.56547097 0.32376595 0.43963236] [ 0.6033204 0.60334945 0.48299763 0.49116425 0.37546065] [ 0.59854022 0.4027984 0.64783712 0.54887743 0.44980671] [ 0.49808731 0.60633671 0.42279761 0.56346712 0.37149822] [ 0.63432915 0.36828945 0.68837738 0.64770164 0.43871354] [ 0.68529697 0.38781867 0.62040499 0.42346494 0.36673493] [ 0.77807772 0.3439997 0.63412946 0.21356612 0.44647074] [ 0.51156368 0.56813936 0.55495546 0.59030063 0.41640377] [ 0.52980408 0.55477753 0.3461219 0.35980711 0.37944289] [ 0.69267272 0.36879827 0.64477869 0.38999834 0.36900844] [ 0.54021022 0.43941364 0.58638992 0.44518929 0.45050133] [ 0.33316967 0.55814149 0.54576465 0.69633249 0.54307157] [ 0.23521335 0.50211669 0.3387089 0.91391688 0.52840705] [ 0.63967196 0.42501723 0.57376336 0.36122425 0.52752835] [ 0.58046338 0.43292256 0.55155743 0.64492463 0.41264273] [ 0.19927576 0.67241244 0.36539647 0.83632243 0.43646284] [ 0.4152536 0.71433525 0.30043582 0.80287065 0.35962731] [ 0.67668872 0.48251381 0.52621694 0.22342241 0.45064204] [ 0.26274245 0.64922418 0.49410587 0.7435849 0.6432169 ] [ 0.14636598 0.7053989 0.42290908 0.89351258 0.53063477] Progress: 51.8% ... Training loss: 0.459 ... Validation loss: 0.755[ 0.45982019 0.53954327 0.48111885 0.42821941 0.39965894] [ 0.29282209 0.6317332 0.54597028 0.60835305 0.66576202] [ 0.76723184 0.40037274 0.65891195 0.1673843 0.48675476] [ 0.75337242 0.35665153 0.56078825 0.25389586 0.34916116] [ 0.42438785 0.56193609 0.50388684 0.63314306 0.58590307] [ 0.42586215 0.60901926 0.53446473 0.61325862 0.47924651] [ 0.36387096 0.57587482 0.45437818 0.56447565 0.55582778] [ 0.42566917 0.59686775 0.46558438 0.79950803 0.47955499] [ 0.47114531 0.49095814 0.44608353 0.82627472 0.60000786] [ 0.71037761 0.38472713 0.65292937 0.588152 0.42662636] [ 0.48073614 0.48780435 0.4563745 0.39876623 0.55361526] [ 0.6684527 0.43762964 0.54385774 0.47809911 0.53204611] [ 0.49401525 0.44593054 0.47587947 0.45530846 0.53578261] [ 0.47977367 0.60469773 0.38601189 0.57504209 0.48338906] [ 0.79560092 0.61294327 0.44227007 0.4264069 0.4602066 ] [ 0.56814492 0.44870287 0.52024689 0.3505609 0.52528778] [ 0.59269081 0.37700491 0.44347462 0.61725417 0.415007 ] [ 0.43761252 0.44456542 0.38196882 0.62420609 0.61005384] [ 0.5092379 0.40370194 0.53682878 0.27173812 0.37248648] [ 0.56023268 0.42744758 0.53170727 0.68462908 0.32208758] [ 0.70358481 0.37854896 0.59598633 0.50531284 0.42700977] [ 0.2733986 0.44358196 0.49521351 0.89656764 0.66004359] [ 0.19833852 0.64198783 0.41340748 0.79013566 0.4802005 ] [ 0.7158712 0.43000851 0.65892938 0.5372812 0.43712767] [ 0.34102409 0.60071807 0.36327497 0.69790154 0.49532653] [ 0.1373626 0.7050193 0.46154878 0.87513906 0.5466822 ] [ 0.52395173 0.55228702 0.35922297 0.71453019 0.29171299] [ 0.22866525 0.67718751 0.30834864 0.82085514 0.46863179] [ 0.54029737 0.49542903 0.54478761 0.54886774 0.348076 ] [ 0.65621238 0.61970668 0.47602702 0.51569706 0.35537787] [ 0.26906236 0.59573371 0.50474084 0.86557583 0.65029195] [ 0.44775182 0.54409705 0.45756838 0.64662561 0.45107715] [ 0.47608902 0.71090389 0.39243452 0.63023319 0.55070912] [ 0.61721101 0.59087044 0.50129264 0.56074698 0.39691373] [ 0.64504913 0.4805551 0.58183175 0.36421442 0.41847473] [ 0.62451384 0.49330279 0.5608825 0.45287964 0.54773669] [ 0.4315264 0.63619343 0.35085995 0.72174999 0.47117006] [ 0.57617233 0.49499312 0.45209843 0.60664723 0.56672462] [ 0.78473453 0.50278278 0.60753404 0.2089082 0.48125672] [ 0.72966701 0.49221605 0.48712036 0.20046361 0.41101728] [ 0.50782314 0.57024535 0.41856406 0.40328049 0.4027974 ] [ 0.45080508 0.59612832 0.44529868 0.57684926 0.47676664] [ 0.50113861 0.53885339 0.54398249 0.62568246 0.55552284] [ 0.72393142 0.38601911 0.4523174 0.45654226 0.30131908] [ 0.43817142 0.57199391 0.48996964 0.68939353 0.63037318] [ 0.55042799 0.47901055 0.60869528 0.56669431 0.59993015] [ 0.22985242 0.65189228 0.36188013 0.77204853 0.46311591] [ 0.33223832 0.50596979 0.54940855 0.57968275 0.56589482] [ 0.47945275 0.48876882 0.40223071 0.54848095 0.52828621] [ 0.56169426 0.45547583 0.44215862 0.41328422 0.42827393] [ 0.6686742 0.4726162 0.43676273 0.31143068 0.4717047 ] [ 0.6021435 0.40334778 0.59418464 0.61138247 0.48244336] [ 0.44239872 0.5752024 0.32886751 0.68346435 0.4616952 ] [ 0.61007353 0.48451666 0.38657685 0.56066948 0.32930496] [ 0.58513715 0.32501677 0.36466818 0.3392166 0.4450983 ] [ 0.63023044 0.44770736 0.46513789 0.45870441 0.50597475] [ 0.41924564 0.53900235 0.50186416 0.55781673 0.6805828 ] [ 0.31424529 0.67290451 0.44112474 0.73397123 0.58948551] [ 0.79092774 0.35229474 0.53875738 0.49680174 0.32723979] [ 0.32017166 0.57219342 0.52816276 0.71429695 0.51513932] [ 0.68003361 0.36545317 0.63664953 0.29696257 0.41599365] [ 0.86486394 0.38482218 0.41346041 0.28387911 0.32871778] [ 0.49682953 0.4653588 0.42962589 0.65795819 0.35972351] [ 0.29584226 0.53471167 0.4699786 0.64944895 0.60569436] [ 0.29279194 0.57769897 0.39141948 0.82261857 0.49958388] [ 0.27439738 0.58895755 0.50127343 0.74440563 0.57068659] [ 0.64090673 0.53786562 0.37894179 0.39655414 0.38018907] [ 0.63969382 0.51576845 0.47272189 0.55851883 0.37423896] [ 0.71762342 0.42563489 0.5807034 0.43348999 0.42391515] [ 0.64610312 0.46428162 0.42318304 0.65883698 0.31614029] [ 0.59666165 0.41982086 0.49541941 0.62431756 0.37347039] [ 0.43298587 0.44705557 0.50064662 0.57872607 0.58462782] [ 0.49855052 0.48947129 0.45038514 0.43415818 0.51468788] [ 0.57400819 0.69128419 0.46700337 0.56973272 0.38082367] [ 0.42314801 0.57931157 0.55298716 0.63771937 0.5968839 ] [ 0.55636512 0.35614357 0.5409051 0.65797929 0.56593221] [ 0.56020366 0.45105011 0.61364169 0.39788627 0.49379814] [ 0.38812793 0.58469058 0.34877301 0.61746208 0.5024971 ] [ 0.33658499 0.59290577 0.53854448 0.6656826 0.44429271] [ 0.70601345 0.39206359 0.63744855 0.44316727 0.45786644] [ 0.26448607 0.68799702 0.28729013 0.65521891 0.46082381] [ 0.33960387 0.46999988 0.37743775 0.78888234 0.46820574] [ 0.28390114 0.66866262 0.41012769 0.73844747 0.46186698] [ 0.81383378 0.47530305 0.40073786 0.18203649 0.36583934] [ 0.62231408 0.51363144 0.61636722 0.35608416 0.43166578] [ 0.67417932 0.59958279 0.46910088 0.432127 0.42851828] [ 0.68558765 0.44701515 0.58148637 0.54427452 0.41054387] [ 0.72922922 0.45756971 0.39692656 0.66195216 0.30198342] [ 0.35065189 0.47397099 0.45854172 0.66603892 0.4203164 ] [ 0.57657886 0.45134214 0.68557791 0.61116954 0.48164444] [ 0.68800194 0.52108152 0.61443677 0.51529858 0.45617261] [ 0.77989147 0.4028877 0.54971999 0.59067978 0.34041115] [ 0.56166569 0.49052667 0.46298707 0.50431312 0.57584042] [ 0.81828073 0.40720688 0.48493867 0.22850344 0.34192527] [ 0.79662841 0.47520356 0.42873413 0.21083235 0.36009317] [ 0.77106808 0.48891763 0.52309253 0.4242755 0.41317152] [ 0.69095316 0.41704643 0.63784452 0.57377898 0.46525306] [ 0.59099375 0.44652653 0.62208038 0.53734256 0.44267849] [ 0.60397605 0.60306855 0.48311424 0.49085621 0.37536774] [ 0.585128 0.51823055 0.48084449 0.45956677 0.51591948] [ 0.32012515 0.47945099 0.43200419 0.78090858 0.63200776] [ 0.45188318 0.69058819 0.35791776 0.64531607 0.43191346] [ 0.52946433 0.6249771 0.46279872 0.73459176 0.41861072] [ 0.23735204 0.55520561 0.47614558 0.74452887 0.47576407] [ 0.67127366 0.48129971 0.36702266 0.29529503 0.35998799] [ 0.82001571 0.5229642 0.31239392 0.42421459 0.33790031] [ 0.43928562 0.53363653 0.33886811 0.74689492 0.47076548] [ 0.73707916 0.53395021 0.43113021 0.2141819 0.34965366] [ 0.47600021 0.49088893 0.45092164 0.63527961 0.32968843] [ 0.73659195 0.38965898 0.59324471 0.59621737 0.39286015] [ 0.84059108 0.47450325 0.61095794 0.22062054 0.39093393] [ 0.49317734 0.5185632 0.43241246 0.51061367 0.41280149] [ 0.82308338 0.3236442 0.51389853 0.25022227 0.44000208] [ 0.41978591 0.54534624 0.59945754 0.46577539 0.50203731] [ 0.76027316 0.43392978 0.59732853 0.34797846 0.46985726] [ 0.45161764 0.38567004 0.650713 0.6689359 0.57169727] [ 0.40198018 0.66309074 0.43270827 0.6438491 0.45429164] [ 0.17152217 0.57895648 0.48783879 0.75257423 0.51357615] [ 0.67973701 0.45523132 0.50733474 0.46465436 0.39717766] [ 0.56464739 0.33099709 0.57158045 0.28068433 0.40721716] [ 0.8343518 0.49093105 0.49521307 0.27678123 0.41709896] [ 0.61254915 0.58501819 0.31164406 0.32942319 0.36227731] [ 0.81337367 0.37468911 0.48609893 0.14146925 0.34270671] [ 0.4388043 0.43891528 0.69640205 0.61193702 0.51426369] [ 0.39333045 0.72784467 0.34929898 0.67072255 0.37553378] [ 0.59491151 0.55241783 0.32706268 0.44236759 0.3921132 ] [ 0.62801959 0.50210659 0.5109102 0.79009288 0.49947452] [ 0.40210509 0.53580628 0.49392918 0.71919582 0.61481822] Progress: 51.9% ... Training loss: 0.459 ... Validation loss: 0.754[ 0.36831777 0.62136776 0.47105932 0.75543202 0.3389648 ] [ 0.32699493 0.65538836 0.40226121 0.68680911 0.39981813] [ 0.72807218 0.43328617 0.37492953 0.40402769 0.46925985] [ 0.41234633 0.4583465 0.46038701 0.65256864 0.52307619] [ 0.55220092 0.5495023 0.30708569 0.56949233 0.50278023] [ 0.65892923 0.44580841 0.51114263 0.62747999 0.34837394] [ 0.71345147 0.49912775 0.47809696 0.22689859 0.52368058] [ 0.66108082 0.63638479 0.41756833 0.72199021 0.4905695 ] [ 0.46087944 0.57146689 0.59225934 0.68676967 0.57060575] [ 0.60683489 0.40137338 0.64513872 0.58780134 0.51462432] [ 0.38748432 0.42747046 0.44193162 0.81150031 0.53899612] [ 0.33640803 0.54557968 0.3708985 0.69505601 0.34729726] [ 0.20183203 0.71266923 0.31972158 0.83830506 0.62792028] [ 0.49903613 0.45670668 0.55009708 0.55980779 0.41779479] [ 0.26978106 0.7069534 0.39462954 0.73157304 0.48840874] [ 0.55033081 0.46065563 0.45134496 0.47465479 0.49003713] [ 0.34642767 0.64587866 0.32182549 0.69252816 0.4737164 ] [ 0.76305692 0.4881198 0.63164127 0.42391156 0.38102062] [ 0.45414777 0.70292857 0.3307602 0.75031338 0.48474781] [ 0.83190887 0.40413666 0.58671272 0.22054636 0.3848981 ] [ 0.2891049 0.51954079 0.51285724 0.77915773 0.60569889] [ 0.56650756 0.55022152 0.44113828 0.58041235 0.3566373 ] [ 0.54284586 0.46975888 0.48260504 0.74818944 0.45562561] [ 0.27975219 0.60629594 0.47356883 0.79813882 0.52097881] [ 0.59619619 0.49038425 0.39144357 0.41622231 0.34780478] [ 0.72167786 0.29307667 0.50347334 0.24570935 0.38216107] [ 0.26806449 0.61453345 0.4500906 0.68497894 0.56246699] [ 0.40036657 0.69235564 0.30304688 0.80444489 0.52540612] [ 0.44499518 0.41607475 0.47935182 0.64047292 0.60599258] [ 0.57444201 0.54706174 0.53017875 0.34460487 0.61298556] [ 0.48009116 0.47040263 0.5324767 0.57003828 0.6206519 ] [ 0.60386984 0.37209794 0.57351289 0.63368587 0.37262 ] [ 0.7617021 0.35700295 0.56898785 0.19563156 0.45849983] [ 0.63889328 0.5009477 0.38582682 0.60643375 0.53582602] [ 0.1868441 0.7243129 0.35903514 0.61023606 0.60805573] [ 0.48929097 0.51425123 0.53638058 0.76439625 0.5179944 ] [ 0.51956113 0.69148064 0.43746533 0.55770126 0.46287957] [ 0.73703309 0.44356617 0.62394845 0.38143977 0.42854648] [ 0.48576246 0.50258382 0.49188325 0.68560294 0.53765474] [ 0.72517328 0.39697154 0.49012685 0.70678837 0.43942536] [ 0.58299972 0.4854001 0.52368942 0.38521076 0.56053414] [ 0.63564435 0.58161023 0.35859444 0.39467154 0.34393146] [ 0.29217756 0.59829558 0.34806301 0.69472783 0.46938561] [ 0.67347689 0.53482952 0.33098839 0.43470208 0.34031075] [ 0.60465188 0.37334001 0.53387515 0.59943482 0.39243373] [ 0.19746465 0.47142807 0.41947501 0.87535743 0.5425284 ] [ 0.77571992 0.51206503 0.59088236 0.42475388 0.33293029] [ 0.63350222 0.46864032 0.53296405 0.31770835 0.55901424] [ 0.66201561 0.49887719 0.55775362 0.40509388 0.61953966] [ 0.40477056 0.50182594 0.5063548 0.63163693 0.51778684] [ 0.56351623 0.50397949 0.4276758 0.52724031 0.49607843] [ 0.55620469 0.48559145 0.52154988 0.63471415 0.38605318] [ 0.38064074 0.5478534 0.46303647 0.64007333 0.61480157] [ 0.87001924 0.30010691 0.58916456 0.1356819 0.3875912 ] [ 0.69347139 0.60335117 0.34337432 0.41682493 0.38233596] [ 0.53589407 0.54403041 0.45113996 0.39630264 0.48299309] [ 0.71524549 0.41376104 0.63075168 0.33508472 0.42453015] [ 0.82590073 0.38259385 0.5737486 0.18743698 0.26276103] [ 0.31917277 0.65987871 0.30961424 0.76902087 0.45115975] [ 0.72050702 0.48575899 0.62398606 0.31576044 0.58098337] [ 0.45466744 0.50140093 0.47803186 0.64247701 0.60244218] [ 0.38136863 0.51794793 0.57281675 0.75229063 0.51154367] [ 0.72982504 0.45695085 0.6210902 0.25898313 0.52518168] [ 0.60475336 0.52566303 0.42974759 0.5549311 0.46121457] [ 0.2775013 0.51435053 0.4045802 0.80107763 0.49043133] [ 0.20606303 0.67783207 0.28388746 0.69908729 0.52667042] [ 0.59407192 0.43029271 0.55077377 0.55266516 0.46893634] [ 0.81807957 0.38657424 0.60831943 0.22337695 0.45834888] [ 0.61309939 0.44767607 0.55958753 0.66649729 0.45937913] [ 0.480791 0.51329739 0.56755208 0.42794473 0.44893264] [ 0.48542804 0.5645655 0.31539795 0.50274081 0.47632252] [ 0.30554936 0.59672645 0.46268311 0.56453258 0.4152187 ] [ 0.34622937 0.67707032 0.48707791 0.5467894 0.40318889] [ 0.13861649 0.64336732 0.43005513 0.85985249 0.63589624] [ 0.52556767 0.47974641 0.51378065 0.60656317 0.38286924] [ 0.38611721 0.6618956 0.31541733 0.67049485 0.58250075] [ 0.51844626 0.56694304 0.41689179 0.58737485 0.42510448] [ 0.71236648 0.40863059 0.46551917 0.28760245 0.48921045] [ 0.4713849 0.46973796 0.62377131 0.72262931 0.38855434] [ 0.45387504 0.50627359 0.49966389 0.79677758 0.51804953] [ 0.21289991 0.55062367 0.37639132 0.88765155 0.46228925] [ 0.54042283 0.51590957 0.59723781 0.41488289 0.36838485] [ 0.4672428 0.50782996 0.45562211 0.68033381 0.64982089] [ 0.81142328 0.44974534 0.56683619 0.4423144 0.41388891] [ 0.5891485 0.41684948 0.49921105 0.36676051 0.6066091 ] [ 0.34051326 0.59553564 0.44626318 0.79700202 0.35205286] [ 0.71490409 0.3838744 0.65300591 0.32875656 0.45130625] [ 0.65876968 0.49754839 0.49355504 0.39628409 0.42960825] [ 0.58451677 0.542019 0.35060406 0.51770186 0.39607504] [ 0.6959937 0.34022412 0.62053598 0.58571843 0.36065762] [ 0.48731246 0.64306958 0.30764353 0.60682167 0.35451637] [ 0.44592643 0.55047681 0.36071221 0.50820518 0.46974381] [ 0.67440329 0.3937346 0.65966806 0.37202253 0.45157279] [ 0.49103202 0.53738026 0.36079694 0.48640134 0.3856224 ] [ 0.79005049 0.4068374 0.45798837 0.38633503 0.32119658] [ 0.86864513 0.36817104 0.43685397 0.29272956 0.38486428] [ 0.62012886 0.64860828 0.28782862 0.46904196 0.33561987] [ 0.43733651 0.65095732 0.43906133 0.51905748 0.36657244] [ 0.24227172 0.53844841 0.40470688 0.81346251 0.50516476] [ 0.57778094 0.55153155 0.36112403 0.41400241 0.40103395] [ 0.33130281 0.67979089 0.28685827 0.58516971 0.41224263] [ 0.57869202 0.59667685 0.55284664 0.57916458 0.34928298] [ 0.76766295 0.39364398 0.58484937 0.60399036 0.40534499] [ 0.53181674 0.49308646 0.43317078 0.69251741 0.44154291] [ 0.65077208 0.61019307 0.37994259 0.43398023 0.41418425] [ 0.62673177 0.64191088 0.35135084 0.58816119 0.37913532] [ 0.51947101 0.42966863 0.38054838 0.28624061 0.45162047] [ 0.85325005 0.34982725 0.559392 0.1781846 0.38731223] [ 0.65371413 0.63776279 0.50389128 0.4448592 0.35933309] [ 0.55250748 0.40527696 0.45851862 0.6676518 0.36984638] [ 0.38492114 0.59447655 0.52818985 0.56274098 0.47174928] [ 0.72953645 0.57638241 0.55514438 0.44316513 0.42578588] [ 0.81793749 0.37165751 0.55641739 0.1800785 0.39843864] [ 0.23299138 0.62943643 0.48097559 0.87336973 0.41001045] [ 0.19310455 0.57305565 0.55517795 0.7909694 0.65356763] [ 0.67790341 0.35811768 0.5776765 0.68939188 0.4123459 ] [ 0.32637819 0.57320101 0.4898066 0.88674131 0.64768984] [ 0.74866504 0.42032526 0.35819318 0.43473156 0.5202237 ] [ 0.53177087 0.42873248 0.4790466 0.40294053 0.52778657] [ 0.54260216 0.43166619 0.5502034 0.40728084 0.36145194] [ 0.18517 0.51084405 0.36870359 0.83920115 0.5356019 ] [ 0.26205167 0.58040885 0.40211638 0.84069473 0.54533252] [ 0.45387504 0.50627359 0.49966389 0.79677758 0.51804953] [ 0.37903732 0.50450523 0.43060585 0.54014296 0.49373849] [ 0.5524377 0.42260387 0.49586751 0.35138246 0.35322825] [ 0.30423983 0.60030554 0.50435961 0.75133506 0.55159253] [ 0.21282823 0.48186237 0.38714609 0.73945594 0.57023416] [ 0.77048725 0.48927499 0.52294665 0.4246952 0.41330285] Progress: 51.9% ... Training loss: 0.458 ... Validation loss: 0.751[ 0.28291081 0.64935473 0.58351138 0.72329875 0.67302243] [ 0.65719348 0.41600254 0.44935303 0.59726843 0.39289233] [ 0.7145341 0.36784844 0.62438262 0.4212876 0.46032986] [ 0.61546394 0.47518787 0.53381486 0.44156769 0.32528012] [ 0.84812468 0.3715886 0.58534862 0.34766184 0.36545206] [ 0.60082876 0.51186817 0.47223695 0.34817628 0.54839847] [ 0.27871758 0.53710203 0.41066555 0.62463786 0.46175219] [ 0.23488541 0.58936565 0.36306659 0.91159882 0.56961986] [ 0.64372799 0.56605457 0.50433649 0.64741914 0.54480453] [ 0.5544234 0.53902838 0.4433198 0.35532284 0.37338541] [ 0.4210447 0.72756167 0.26828569 0.66066912 0.46456353] [ 0.37900967 0.56758478 0.53261686 0.82335321 0.43798372] [ 0.35515327 0.5792832 0.35257526 0.84436341 0.4732551 ] [ 0.36166907 0.68241212 0.35406476 0.71404284 0.44931603] [ 0.52959695 0.58706348 0.60898657 0.60603256 0.36751719] [ 0.36086496 0.5250272 0.43692153 0.60116721 0.51306295] [ 0.20453891 0.64673308 0.36422834 0.77220313 0.49924037] [ 0.3383389 0.55464614 0.41283364 0.76846936 0.5569992 ] [ 0.42801146 0.60060912 0.57001678 0.70673325 0.65035619] [ 0.15753079 0.59222795 0.49442384 0.87262309 0.64632805] [ 0.43065817 0.49512058 0.51999815 0.42768471 0.51956262] [ 0.49504787 0.54607155 0.53438209 0.77622147 0.48642979] [ 0.35912139 0.71575491 0.33438114 0.66363423 0.41657113] [ 0.60201133 0.39652665 0.54482395 0.29217627 0.53581096] [ 0.39391115 0.54896281 0.44326107 0.6711547 0.6369722 ] [ 0.77412948 0.38637116 0.46493973 0.58409838 0.38162072] [ 0.47617899 0.51045782 0.47497503 0.36529291 0.47407745] [ 0.40411593 0.573645 0.45416553 0.49785986 0.4390787 ] [ 0.64887503 0.5149769 0.48483976 0.39226321 0.42587172] [ 0.5035077 0.55947862 0.38040806 0.46671998 0.41297339] [ 0.48564335 0.61756538 0.33174222 0.47736317 0.33363191] [ 0.452771 0.57264397 0.49859227 0.69488635 0.49645862] [ 0.54009638 0.49394459 0.52518436 0.4712396 0.60449423] [ 0.36135957 0.51834021 0.43340565 0.77858443 0.47809308] [ 0.70983814 0.56932042 0.620843 0.51845729 0.41280263] [ 0.59048774 0.63012246 0.42652718 0.48554208 0.32823566] [ 0.29565475 0.65313783 0.31960633 0.6124052 0.45546111] [ 0.794185 0.37170079 0.62284719 0.1659632 0.393665 ] [ 0.7393744 0.39047419 0.4991344 0.31143111 0.40019717] [ 0.57222964 0.52892217 0.65769835 0.59886346 0.52255676] [ 0.60134931 0.44536151 0.56049508 0.47191268 0.53513214] [ 0.30742489 0.44261702 0.50085757 0.76400466 0.71758778] [ 0.46507843 0.5731594 0.4819386 0.48052615 0.50603346] [ 0.67859803 0.43649384 0.660535 0.2545743 0.39185153] [ 0.56547266 0.48361747 0.44896567 0.53692346 0.38730711] [ 0.73680308 0.36331416 0.52374334 0.33884185 0.25485413] [ 0.80215548 0.40554142 0.65394386 0.30827053 0.41978059] [ 0.51457104 0.35821551 0.54044362 0.70256507 0.52554579] [ 0.81701425 0.36398416 0.45686959 0.28375128 0.38497557] [ 0.47177337 0.54263583 0.46600636 0.4573355 0.54985625] [ 0.39709767 0.56690611 0.47343467 0.42450739 0.51250276] [ 0.79171823 0.42343139 0.52894821 0.20408935 0.37768666] [ 0.70052317 0.50535468 0.44171778 0.37344538 0.499298 ] [ 0.65484347 0.47279118 0.47588753 0.42370496 0.55198349] [ 0.74178403 0.48639514 0.49441497 0.26959303 0.29087093] [ 0.35658749 0.65209066 0.34175578 0.82563779 0.46431735] [ 0.57555603 0.64448329 0.36219478 0.68052023 0.42348915] [ 0.21671333 0.71524877 0.38747202 0.79228375 0.64747115] [ 0.59094438 0.56069365 0.45465929 0.46360404 0.37740588] [ 0.70321313 0.68614344 0.50104349 0.6010272 0.522564 ] [ 0.32454728 0.65125056 0.47199107 0.74280693 0.56313849] [ 0.71912955 0.39239704 0.65903156 0.55933912 0.36005333] [ 0.55832485 0.38044519 0.5647528 0.45509552 0.51249541] [ 0.45459771 0.52986745 0.47369004 0.51326596 0.60998942] [ 0.651721 0.34243747 0.52446648 0.23698676 0.61840787] [ 0.68677202 0.47509534 0.52457949 0.42591017 0.44020978] [ 0.22383472 0.65294705 0.33550988 0.88158987 0.59600265] [ 0.76778766 0.33996676 0.57346948 0.29950261 0.33290546] [ 0.3761343 0.38624888 0.57750107 0.68453813 0.59783659] [ 0.59583508 0.35159677 0.61278806 0.59600633 0.50014325] [ 0.42758758 0.46457393 0.45465946 0.66028742 0.51398096] [ 0.15753079 0.59222795 0.49442384 0.87262309 0.64632805] [ 0.25313713 0.49998643 0.38093429 0.76908346 0.64429393] [ 0.21354308 0.56167909 0.36868338 0.83444203 0.504402 ] [ 0.61561016 0.46422954 0.42535239 0.61808659 0.36203176] [ 0.27188464 0.590222 0.54726257 0.79923776 0.58659986] [ 0.77731918 0.44631108 0.58270047 0.3822336 0.34029443] [ 0.58342922 0.42863384 0.5378023 0.58918423 0.36415061] [ 0.67679334 0.42387645 0.56130308 0.64142095 0.46884946] [ 0.56358449 0.28211583 0.55807587 0.2727905 0.58865495] [ 0.61175244 0.5694125 0.57187996 0.42440799 0.55502095] [ 0.78867738 0.33722037 0.44507745 0.31183965 0.36513276] [ 0.61546394 0.47518787 0.53381486 0.44156769 0.32528012] [ 0.66026373 0.53375059 0.52772301 0.41439088 0.50292977] [ 0.35773209 0.57002697 0.43680366 0.60844124 0.31431615] [ 0.87826747 0.37814809 0.41669049 0.27719102 0.37754342] [ 0.32253247 0.55537584 0.45286479 0.81627042 0.52519557] [ 0.55955519 0.58682745 0.35852651 0.53177837 0.3207067 ] [ 0.70587565 0.4561066 0.47973099 0.335553 0.40874346] [ 0.39074661 0.50994754 0.52351872 0.6052583 0.58400617] [ 0.37831241 0.42602291 0.41785261 0.63532321 0.46880892] [ 0.29698739 0.49474421 0.4470398 0.74945485 0.5655027 ] [ 0.54004089 0.50709536 0.52318983 0.43661091 0.34954252] [ 0.71174106 0.39420959 0.50125121 0.41731587 0.42522898] [ 0.66350558 0.61104128 0.36817671 0.46186364 0.33219893] [ 0.47012055 0.44281223 0.42591824 0.54756962 0.45217875] [ 0.62172056 0.55711189 0.41705721 0.36575309 0.41053826] [ 0.65316103 0.5454899 0.49752028 0.37124536 0.40376602] [ 0.86384447 0.47997267 0.50315492 0.28432832 0.40573502] [ 0.22686547 0.61924257 0.34725715 0.71911805 0.53972267] [ 0.70767836 0.44740205 0.54411219 0.51347339 0.45722397] [ 0.6312267 0.52397206 0.56302915 0.4932339 0.4401857 ] [ 0.53382321 0.58254771 0.49518041 0.44015386 0.43601469] [ 0.35147393 0.48655988 0.57439647 0.74778656 0.58851888] [ 0.72603976 0.43019882 0.54781938 0.51760271 0.31858288] [ 0.64045256 0.49151243 0.38520411 0.38326932 0.40461203] [ 0.56331147 0.5136735 0.46721228 0.54839312 0.50791791] [ 0.31456444 0.65500479 0.32519371 0.91270166 0.52496051] [ 0.22456543 0.67055978 0.33630548 0.77908313 0.48554345] [ 0.34911033 0.61993872 0.37562959 0.62003762 0.48173693] [ 0.69834062 0.40554702 0.64400228 0.50935086 0.46815574] [ 0.43480066 0.49540745 0.48183925 0.55491908 0.59782079] [ 0.6047668 0.61131256 0.33949381 0.52717594 0.44868586] [ 0.75994785 0.51701019 0.54124936 0.28728165 0.41235707] [ 0.45955229 0.65884563 0.4667293 0.46348664 0.47163156] [ 0.66828348 0.42211179 0.53178575 0.62237901 0.31945373] [ 0.51149881 0.45145869 0.57905271 0.67059206 0.40958397] [ 0.80594867 0.37729932 0.57069821 0.19055984 0.42258118] [ 0.57827596 0.58659985 0.48583571 0.52006583 0.41796249] [ 0.79956219 0.41076103 0.58687457 0.27509966 0.46465608] [ 0.80321031 0.4179867 0.46393473 0.19002739 0.28794951] [ 0.36291353 0.43736563 0.46332163 0.53489107 0.5223711 ] [ 0.51851586 0.59550046 0.34577663 0.40004454 0.43105618] [ 0.88656683 0.40649086 0.49071544 0.1580715 0.38736241] [ 0.53577269 0.42884785 0.49539767 0.77852894 0.42854354] [ 0.50849266 0.5651137 0.37473871 0.66128156 0.3267221 ] [ 0.77760556 0.42688909 0.52275896 0.54572774 0.33964794] [ 0.47676804 0.4435264 0.46815489 0.51962964 0.54993649] Progress: 52.0% ... Training loss: 0.458 ... Validation loss: 0.749[ 0.52696265 0.63686412 0.39606526 0.57439213 0.4424623 ] [ 0.47891164 0.57494909 0.58064156 0.55118922 0.49068962] [ 0.44427019 0.64917959 0.25692416 0.66039139 0.47347626] [ 0.58372095 0.54398036 0.38445632 0.41930689 0.35523023] [ 0.49841593 0.50246159 0.55433156 0.69736509 0.36936626] [ 0.42914373 0.50534482 0.58414555 0.77592152 0.48348501] [ 0.67737748 0.56812693 0.50493708 0.43788116 0.36145671] [ 0.4622317 0.59965937 0.33154607 0.59886213 0.48927472] [ 0.25484737 0.47793137 0.39414792 0.82272093 0.5719818 ] [ 0.69502675 0.46876329 0.58206656 0.55508977 0.33442578] [ 0.53464049 0.6137017 0.44687716 0.65676884 0.45885088] [ 0.29741789 0.63783455 0.2503724 0.79592128 0.4974946 ] [ 0.42306212 0.53165547 0.59539702 0.69536108 0.5957586 ] [ 0.66830713 0.52841382 0.47007416 0.37066138 0.40658583] [ 0.70491258 0.37405839 0.70861215 0.45523008 0.35462139] [ 0.30570814 0.66516138 0.34984178 0.66530408 0.45043831] [ 0.72240159 0.39150669 0.47619241 0.28209855 0.3675847 ] [ 0.83583704 0.56412562 0.38556295 0.39520769 0.44041477] [ 0.81253613 0.43579503 0.47429288 0.20735337 0.36743138] [ 0.41294964 0.62631232 0.47302278 0.49028271 0.42326925] [ 0.1953489 0.6701648 0.34682462 0.67857587 0.44969679] [ 0.38496258 0.5610815 0.48163847 0.65230412 0.49798191] [ 0.17980701 0.74385614 0.33293609 0.7489459 0.55284362] [ 0.31987471 0.65213259 0.53169609 0.59424949 0.66673894] [ 0.3745544 0.49671871 0.48816744 0.46965661 0.50576562] [ 0.38342895 0.69350493 0.39140594 0.74953621 0.46058747] [ 0.26263795 0.68920243 0.28681399 0.65640375 0.46138807] [ 0.34152082 0.59175556 0.37968449 0.61503662 0.59141924] [ 0.33480777 0.4542245 0.37988369 0.70125713 0.43019616] [ 0.21957676 0.72639174 0.41172645 0.72885899 0.62599108] [ 0.68428695 0.47854014 0.51172109 0.36605453 0.53455593] [ 0.70282841 0.686406 0.50091824 0.60132462 0.5226797 ] [ 0.34454815 0.68146184 0.35090071 0.71710655 0.51244706] [ 0.32167764 0.65572422 0.38274356 0.63291131 0.48637957] [ 0.48859413 0.57144291 0.57654767 0.57994657 0.40177366] [ 0.16534996 0.61554087 0.43916426 0.9007797 0.50864032] [ 0.45196922 0.57095937 0.47881282 0.6646555 0.50402053] [ 0.73958134 0.53001218 0.54753215 0.2191108 0.55807052] [ 0.34569693 0.58068992 0.37858415 0.63534265 0.47482772] [ 0.5356461 0.56911333 0.4306684 0.5803511 0.54026148] [ 0.69930369 0.45966686 0.47410014 0.32461762 0.37417957] [ 0.70981563 0.38524122 0.6527369 0.58846506 0.42683728] [ 0.43736082 0.53194326 0.6028238 0.56549019 0.48536695] [ 0.34564294 0.53835866 0.49537094 0.60968303 0.59963873] [ 0.47984605 0.59540213 0.47200177 0.65665945 0.4713947 ] [ 0.36033529 0.57787635 0.41547724 0.60961334 0.44420299] [ 0.67768984 0.26708519 0.52144105 0.35487622 0.47406028] [ 0.75528044 0.48914293 0.55563483 0.37320309 0.49697002] [ 0.72922716 0.43863139 0.59783833 0.61763292 0.41743759] [ 0.2561287 0.52465938 0.46102188 0.70807504 0.46695598] [ 0.85854706 0.41565598 0.59955706 0.24634037 0.3744245 ] [ 0.53891746 0.67452641 0.47879556 0.52159813 0.54044968] [ 0.66894615 0.61099154 0.41987935 0.26490529 0.35932151] [ 0.52157677 0.68120691 0.48832966 0.6563125 0.60652677] [ 0.88142147 0.27806733 0.5564888 0.17878184 0.29039574] [ 0.21276014 0.50773453 0.39062456 0.87537465 0.61471588] [ 0.59478682 0.50671323 0.46888204 0.67248286 0.47694231] [ 0.81010386 0.38332556 0.3825878 0.29992838 0.34331183] [ 0.70151886 0.39545122 0.62729475 0.25582922 0.45222648] [ 0.79369574 0.45805771 0.50573622 0.28366429 0.46157816] [ 0.5965487 0.52918195 0.32172957 0.50002919 0.41811754] [ 0.5969161 0.37646369 0.54849728 0.25813561 0.40593784] [ 0.59095061 0.42554845 0.47101911 0.76644079 0.3546638 ] [ 0.39273336 0.57094908 0.41061924 0.76479708 0.34897225] [ 0.76387987 0.53318841 0.55570836 0.32263179 0.47945527] [ 0.68244771 0.4094788 0.53597266 0.50135317 0.44012812] [ 0.72598307 0.40789795 0.60245396 0.58234357 0.39352002] [ 0.63627084 0.4657232 0.42396204 0.44930009 0.43893974] [ 0.72016915 0.48606466 0.62386105 0.31602634 0.58109098] [ 0.57279701 0.59370365 0.49260069 0.50164356 0.42024898] [ 0.55842319 0.5187167 0.51980826 0.65636619 0.34937586] [ 0.69176734 0.39289673 0.43954583 0.20926865 0.32397446] [ 0.36476769 0.60441618 0.48181777 0.65021854 0.52268205] [ 0.70762847 0.48901797 0.59070807 0.49002233 0.46481971] [ 0.66933088 0.50302351 0.46928985 0.49067927 0.3830121 ] [ 0.79972614 0.31626884 0.60300918 0.21313756 0.43416521] [ 0.22934136 0.58607035 0.55960149 0.8903364 0.68692926] [ 0.55470966 0.42607513 0.37996434 0.57087902 0.48986083] [ 0.59261131 0.55036824 0.54095902 0.47167311 0.4148218 ] [ 0.32176655 0.68277666 0.23548852 0.81694095 0.57722132] [ 0.32803471 0.47720374 0.57168688 0.69624243 0.54692493] [ 0.20605869 0.51739928 0.35176489 0.91066602 0.60694565] [ 0.78687232 0.3803129 0.47299309 0.18487249 0.35852731] [ 0.38799961 0.57827154 0.44832254 0.70523381 0.46098917] [ 0.23125498 0.51726417 0.53977761 0.62868046 0.64402694] [ 0.74800211 0.43967585 0.45902579 0.3964521 0.4765568 ] [ 0.30434519 0.56910441 0.38173948 0.58804289 0.41259742] [ 0.74214832 0.54166296 0.51481397 0.29411497 0.33428867] [ 0.51908717 0.41608005 0.4737838 0.38124643 0.529034 ] [ 0.59472515 0.50511287 0.48626251 0.73646147 0.41198432] [ 0.42894002 0.56620323 0.35874018 0.51140971 0.50769544] [ 0.55701881 0.52589459 0.41934711 0.4763672 0.4452116 ] [ 0.74342309 0.49476144 0.51519085 0.22779144 0.32798113] [ 0.58147154 0.47460671 0.51101452 0.66533508 0.37731917] [ 0.56451029 0.32354971 0.38386119 0.31833312 0.41406813] [ 0.79360052 0.47807777 0.41763375 0.42192897 0.4370118 ] [ 0.31245941 0.5044264 0.40870197 0.76193806 0.42343779] [ 0.7285776 0.48210424 0.58424181 0.33951949 0.46406061] [ 0.18062273 0.58086656 0.62122127 0.85553094 0.74973135] [ 0.42294642 0.50095399 0.49785458 0.6100563 0.59495155] [ 0.4828874 0.54250572 0.41639979 0.51033132 0.49899323] [ 0.40914803 0.4947486 0.50977925 0.70638867 0.40531378] [ 0.30509753 0.70563455 0.29587749 0.69674952 0.617043 ] [ 0.59164162 0.30448449 0.62302669 0.49631354 0.49096835] [ 0.22803205 0.65332504 0.36126817 0.77308247 0.46378972] [ 0.57820774 0.47351162 0.42912822 0.28369566 0.43961571] [ 0.68345785 0.58183216 0.47892456 0.47953777 0.27809903] [ 0.71885218 0.39256845 0.65897971 0.55950547 0.36011755] [ 0.76317316 0.4529802 0.46616443 0.26501837 0.28342964] [ 0.80329499 0.36302919 0.48535541 0.13738069 0.42044124] [ 0.21144842 0.72794984 0.38483725 0.79542353 0.46293892] [ 0.46549081 0.45586616 0.7013271 0.65325773 0.53859171] [ 0.63724854 0.5358831 0.60577892 0.44207378 0.47887981] [ 0.77202555 0.34078865 0.54417249 0.36351101 0.41684596] [ 0.42092976 0.72771432 0.26822205 0.66074614 0.46463924] [ 0.53933913 0.39000508 0.53058372 0.67641085 0.41584643] [ 0.66308908 0.54349964 0.53587731 0.42719802 0.369184 ] [ 0.72598171 0.48639297 0.43061467 0.39730186 0.37599096] [ 0.37938375 0.63277652 0.38604871 0.5064831 0.52536986] [ 0.43457973 0.70819847 0.49084117 0.77649786 0.58818526] [ 0.57883576 0.34688479 0.70545604 0.39086291 0.46795581] [ 0.67449491 0.524753 0.4893068 0.57785526 0.44605115] [ 0.57538906 0.42807031 0.43805872 0.42467101 0.49083617] [ 0.51073275 0.492135 0.30947846 0.54568401 0.31435095] [ 0.77792356 0.2827653 0.59476508 0.1522222 0.40161784] [ 0.74319496 0.47093099 0.60474328 0.22466742 0.30861587] [ 0.8213299 0.36165596 0.64030251 0.31438184 0.36544847] [ 0.44789657 0.57587056 0.27017049 0.81573179 0.51683988] Progress: 52.0% ... Training loss: 0.458 ... Validation loss: 0.749[ 0.40058764 0.6646462 0.33796674 0.76290831 0.27183114] [ 0.36690435 0.59112024 0.40842841 0.80842216 0.47263506] [ 0.38124027 0.54657912 0.61400423 0.41389358 0.60386405] [ 0.62406745 0.67513806 0.43402376 0.47721045 0.45513569] [ 0.76944337 0.44259877 0.52751239 0.41107725 0.5223583 ] [ 0.55987698 0.53500781 0.53465695 0.64691608 0.41319345] [ 0.40555749 0.60729485 0.39851883 0.47799261 0.41258029] [ 0.34900857 0.64798373 0.41291928 0.61592245 0.48055153] [ 0.20382659 0.64740151 0.36395815 0.77257092 0.49954408] [ 0.59413641 0.57462567 0.52253409 0.40822043 0.43685208] [ 0.31726903 0.62704917 0.49144061 0.76470864 0.57625618] [ 0.7605356 0.52530844 0.49851838 0.30268639 0.5231534 ] [ 0.49015793 0.60012621 0.25851175 0.57283607 0.45340397] [ 0.69158152 0.58456618 0.57261439 0.5080844 0.46059634] [ 0.42316789 0.565454 0.51076259 0.59097444 0.62561571] [ 0.56026636 0.50584412 0.4504484 0.37182159 0.4219605 ] [ 0.72513538 0.34651556 0.48249225 0.44986251 0.29671188] [ 0.57926152 0.46242346 0.41750142 0.42636181 0.48394994] [ 0.61462782 0.51586998 0.56410047 0.48775737 0.46981249] [ 0.73897793 0.56485096 0.43363491 0.35510197 0.40703697] [ 0.28751694 0.61647126 0.4880011 0.71746495 0.44186466] [ 0.21177854 0.59921002 0.42322074 0.66740068 0.5530981 ] [ 0.62289871 0.53964238 0.46818604 0.41455858 0.58245087] [ 0.52820657 0.61606794 0.30719723 0.56577447 0.34390285] [ 0.71833361 0.54757679 0.42249549 0.44401916 0.33296758] [ 0.77402449 0.51240894 0.42903306 0.21379428 0.38485182] [ 0.30002968 0.5342528 0.29530667 0.80839924 0.52559458] [ 0.43289294 0.64178106 0.43017509 0.5561775 0.46491537] [ 0.4802781 0.5112155 0.4554037 0.67432698 0.35182128] [ 0.61758258 0.41458027 0.60680321 0.60469254 0.3875102 ] [ 0.51994339 0.32410927 0.43221389 0.43341622 0.53659277] [ 0.65828381 0.44023651 0.58162183 0.37703152 0.40028802] [ 0.28384038 0.47477193 0.59894276 0.66653777 0.65285689] [ 0.64012817 0.49173761 0.38510975 0.38354371 0.4046742 ] [ 0.50200003 0.52623976 0.46641146 0.74577742 0.38911852] [ 0.62830237 0.47191486 0.40858747 0.30672233 0.33774936] [ 0.28957783 0.56577082 0.46708677 0.67625496 0.5505218 ] [ 0.31265873 0.68034319 0.36627898 0.70796496 0.53967387] [ 0.28604376 0.59009135 0.36850405 0.84572461 0.53142667] [ 0.3643273 0.50568482 0.30570048 0.70778003 0.41804974] [ 0.31923261 0.48033714 0.43162121 0.78114636 0.63241122] [ 0.72041035 0.34374081 0.51600237 0.30662233 0.40440607] [ 0.4160012 0.64788361 0.53729987 0.58274698 0.54269235] [ 0.67766493 0.48306348 0.58395676 0.71869795 0.43045967] [ 0.47824761 0.35700493 0.4499387 0.42292797 0.69561061] [ 0.39310474 0.6546014 0.38370323 0.61131434 0.36872544] [ 0.37627351 0.56954997 0.3262946 0.7871518 0.33683317] [ 0.31723514 0.60697221 0.32454919 0.53228307 0.40336826] [ 0.74086699 0.63334061 0.33881948 0.72915782 0.46176556] [ 0.39547698 0.59520587 0.48565941 0.47361294 0.59348721] [ 0.46097556 0.62780273 0.4298024 0.6116483 0.47264787] [ 0.3694159 0.49879106 0.48869178 0.65058686 0.46230409] [ 0.74770091 0.60208902 0.513636 0.38018653 0.41944782] [ 0.5114213 0.54402333 0.58529344 0.72011047 0.44411056] [ 0.78122056 0.49541277 0.56226837 0.38926136 0.42669368] [ 0.67111675 0.50899014 0.44215094 0.37586579 0.55768889] [ 0.65288841 0.36456854 0.57083376 0.61447613 0.43422997] [ 0.6204411 0.61676461 0.38798035 0.5399547 0.48003701] [ 0.35755599 0.69740474 0.42648556 0.6522043 0.39325724] [ 0.84580461 0.47830304 0.61829864 0.22967704 0.3771968 ] [ 0.61486677 0.42177555 0.33669889 0.52887413 0.28646077] [ 0.79573183 0.34608548 0.61142591 0.33402967 0.37237471] [ 0.74096112 0.51857677 0.56517438 0.22049657 0.50738926] [ 0.37307755 0.62777363 0.56514991 0.57240933 0.53314645] [ 0.7452931 0.52087853 0.5781449 0.52480017 0.41273281] [ 0.3634702 0.53645486 0.53239029 0.8153881 0.54487082] [ 0.46295115 0.46242888 0.61635228 0.63899411 0.41008976] [ 0.68744212 0.57223817 0.52176035 0.32138766 0.54264531] [ 0.86803034 0.4752207 0.55755131 0.34094184 0.37889881] [ 0.53282896 0.49024799 0.53221445 0.7386783 0.30812846] [ 0.54983353 0.49170355 0.38710105 0.47129654 0.47070468] [ 0.69416986 0.36842853 0.49681318 0.23922115 0.47203065] [ 0.51588436 0.62336554 0.2906523 0.60842778 0.40789185] [ 0.37415166 0.55471798 0.2777436 0.70371771 0.37396687] [ 0.2786366 0.72789449 0.41313389 0.72574121 0.51944407] [ 0.56268267 0.45055173 0.56119973 0.58914356 0.57317806] [ 0.49413755 0.42619671 0.55478754 0.3212867 0.54254587] [ 0.37966351 0.66673386 0.43439443 0.70655272 0.50567557] [ 0.16170713 0.63421822 0.3658171 0.82366655 0.67340405] [ 0.58748977 0.63164373 0.42590182 0.48723264 0.32875527] [ 0.58672938 0.41631674 0.39219323 0.41098274 0.39115331] [ 0.29878319 0.69461353 0.4822962 0.62887439 0.52230702] [ 0.39446708 0.49584504 0.55335234 0.78643044 0.51767671] [ 0.45516141 0.46980331 0.42778078 0.73582872 0.52867577] [ 0.74362672 0.33741144 0.46064521 0.35297264 0.49652497] [ 0.59640579 0.44422337 0.38599305 0.38756802 0.38785057] [ 0.35823971 0.65185128 0.33046906 0.68225809 0.46055758] [ 0.14553936 0.70670111 0.42217349 0.89376347 0.53138582] [ 0.4510955 0.44398307 0.37771488 0.50788748 0.58175382] [ 0.55377152 0.6125162 0.27379648 0.54407465 0.37799511] [ 0.67970733 0.51060236 0.5154642 0.42884361 0.5458181 ] [ 0.44486451 0.52901976 0.60963931 0.72414553 0.60716452] [ 0.79843843 0.50144992 0.55632891 0.47596813 0.33707179] [ 0.87314918 0.29302357 0.54399641 0.2064594 0.3578649 ] [ 0.51293651 0.41148539 0.40949623 0.5389974 0.57877945] [ 0.72248243 0.38330528 0.45139292 0.18901972 0.4175203 ] [ 0.41318237 0.49387582 0.41149822 0.68025216 0.42619061] [ 0.34922545 0.6201382 0.39111462 0.65383646 0.35686512] [ 0.79449824 0.48627744 0.61734961 0.38182154 0.32622685] [ 0.67766493 0.48306348 0.58395676 0.71869795 0.43045967] [ 0.85616752 0.33825711 0.50913664 0.22133643 0.34035459] [ 0.79854748 0.48543994 0.36517556 0.2751851 0.39145939] [ 0.75645907 0.42233761 0.52691526 0.29132309 0.483886 ] [ 0.4907295 0.44767855 0.45005639 0.48145864 0.46964947] [ 0.24604556 0.58000836 0.43972125 0.82358487 0.44878972] [ 0.62962377 0.40280269 0.54888608 0.2734388 0.55480581] [ 0.53700781 0.55433944 0.46893667 0.45994765 0.65594874] [ 0.36377814 0.63506163 0.42464158 0.68554848 0.44047205] [ 0.62051568 0.56715768 0.43538127 0.434615 0.41024097] [ 0.59071129 0.42570077 0.47093992 0.76644565 0.35471118] [ 0.71631409 0.42916222 0.48801591 0.25917346 0.43918543] [ 0.46847385 0.5820566 0.65284508 0.52715199 0.55302219] [ 0.49989423 0.52305951 0.37334855 0.73621154 0.36501661] [ 0.49613309 0.48913422 0.57501102 0.50434089 0.3979194 ] [ 0.36706283 0.51886266 0.42966371 0.47887156 0.42338136] [ 0.76884212 0.50516604 0.60052943 0.36543448 0.42077858] [ 0.35665872 0.6068332 0.44148968 0.77952149 0.47045336] [ 0.50329476 0.43945792 0.47715081 0.52231207 0.41830413] [ 0.45197149 0.51449897 0.5992299 0.71868524 0.57209017] [ 0.64665354 0.60324918 0.40988312 0.24908486 0.34975889] [ 0.72837928 0.42069478 0.45267936 0.29437075 0.36747175] [ 0.77856583 0.44676081 0.62905093 0.53829475 0.39401357] [ 0.52218871 0.66820625 0.31923877 0.55301889 0.39536304] [ 0.23857436 0.51989338 0.47226977 0.84753518 0.68102462] [ 0.73154724 0.55219518 0.39481758 0.40914329 0.53514595] [ 0.66687483 0.55973174 0.4971447 0.48651016 0.32466767] [ 0.19110587 0.68446619 0.39200281 0.81648102 0.64726716] [ 0.73619885 0.51256392 0.32922571 0.45643222 0.38371046] Progress: 52.0% ... Training loss: 0.457 ... Validation loss: 0.748[ 0.45836429 0.347286 0.39663346 0.54867225 0.43029667] [ 0.47095419 0.50550634 0.48126829 0.38507426 0.46733594] [ 0.25479811 0.62988281 0.39668566 0.72773809 0.51101046] [ 0.5849591 0.49400487 0.52935501 0.58303195 0.35000122] [ 0.4331502 0.54090946 0.50967141 0.81688764 0.45718001] [ 0.77889253 0.50582797 0.50421106 0.52620861 0.34861478] [ 0.60175291 0.44566242 0.64725101 0.24777797 0.34867932] [ 0.59000438 0.49501773 0.43227882 0.54005288 0.34038387] [ 0.64848081 0.38628911 0.66211906 0.43837002 0.38132009] [ 0.22605308 0.58856443 0.49821546 0.79333335 0.46196047] [ 0.79508483 0.48393581 0.46620894 0.38618448 0.4417362 ] [ 0.80613581 0.47093326 0.46021455 0.4271963 0.39172937] [ 0.83089338 0.37841595 0.55758312 0.27016047 0.38845865] [ 0.50236035 0.50769459 0.50080122 0.6741837 0.4058982 ] [ 0.66590465 0.59582919 0.3913735 0.52318846 0.45040543] [ 0.60111159 0.57560607 0.3340143 0.40322594 0.41758979] [ 0.37745842 0.44621109 0.53260469 0.48158648 0.60590275] [ 0.67107872 0.43337349 0.57117932 0.35706904 0.39116121] [ 0.55375253 0.34557678 0.50119006 0.56265838 0.4579673 ] [ 0.73124771 0.54003958 0.39945583 0.27708552 0.355736 ] [ 0.55866777 0.72817572 0.3379256 0.64030094 0.5010289 ] [ 0.31547776 0.62628043 0.4262044 0.54256298 0.49930991] [ 0.29737454 0.6112702 0.43169021 0.7816575 0.40480854] [ 0.42477666 0.70133685 0.23421883 0.80331476 0.47794121] [ 0.62687978 0.44020257 0.63539934 0.62980469 0.45375212] [ 0.56881419 0.57501939 0.39186784 0.371602 0.40568762] [ 0.69972591 0.41446165 0.60768494 0.29900506 0.43225847] [ 0.66608618 0.499186 0.47032267 0.28722941 0.44933928] [ 0.65684871 0.56264572 0.52876443 0.48112965 0.43400966] [ 0.59085888 0.4498078 0.4604596 0.38254483 0.36947475] [ 0.52652361 0.45330997 0.51969176 0.47818803 0.35128164] [ 0.27853701 0.69973843 0.32743442 0.81174453 0.5782438 ] [ 0.56584204 0.70150533 0.4489493 0.55494434 0.39058139] [ 0.60813599 0.5287862 0.33457412 0.40582367 0.41880094] [ 0.65987783 0.63705995 0.41725771 0.7223971 0.49087387] [ 0.52403458 0.53173861 0.42850975 0.35549408 0.35166603] [ 0.79962537 0.4335137 0.62049557 0.57151409 0.35758532] [ 0.37473437 0.57718522 0.36594341 0.6323889 0.41970555] [ 0.51310017 0.55381833 0.43896536 0.47790111 0.48290427] [ 0.56432279 0.55828494 0.54728765 0.74957236 0.50485343] [ 0.27297293 0.76311024 0.37820527 0.77092303 0.46943032] [ 0.59882683 0.58619106 0.46388022 0.48530142 0.34232056] [ 0.73578644 0.4975595 0.57257322 0.27226531 0.53371905] [ 0.54808453 0.49009037 0.6055586 0.67601859 0.52854596] [ 0.7111744 0.40504902 0.50032781 0.31397628 0.47429993] [ 0.56368741 0.49488223 0.5801502 0.36254578 0.36936246] [ 0.14804996 0.60553923 0.48418136 0.72114541 0.45998092] [ 0.48926436 0.68714587 0.36440673 0.66807981 0.48128434] [ 0.52604509 0.57601978 0.54076585 0.55276914 0.55743022] [ 0.54075746 0.3299323 0.46066351 0.47926166 0.48966067] [ 0.6018677 0.53376902 0.50483539 0.35354132 0.50426413] [ 0.80066159 0.32962448 0.59147348 0.26254567 0.37916417] [ 0.44037038 0.52168599 0.51448007 0.84557985 0.57546736] [ 0.74870609 0.45359214 0.58021739 0.24488643 0.33396278] [ 0.60782268 0.60990831 0.39735278 0.37931683 0.33576856] [ 0.50362625 0.68275994 0.54567077 0.61428907 0.58320839] [ 0.42638609 0.47410764 0.69295981 0.71214057 0.53471922] [ 0.7231121 0.48001305 0.4778342 0.25750695 0.53877659] [ 0.41851821 0.43535255 0.47367319 0.84716945 0.59299418] [ 0.85223402 0.36810939 0.56496527 0.21004233 0.42181119] [ 0.68915514 0.43487177 0.42205571 0.65413666 0.4145194 ] [ 0.45928234 0.4357448 0.59971116 0.3397569 0.62032962] [ 0.50286125 0.50307559 0.38245811 0.70626176 0.37656713] [ 0.71133178 0.44780491 0.55419414 0.54047033 0.39972037] [ 0.75406853 0.36506742 0.60891674 0.29344251 0.50769284] [ 0.4622928 0.51463493 0.49451958 0.49063827 0.47713031] [ 0.22506486 0.66808683 0.43388351 0.62250344 0.49218395] [ 0.50774063 0.47921114 0.38282741 0.57250031 0.44251422] [ 0.72045683 0.48635053 0.52390008 0.2270414 0.42258349] [ 0.58884746 0.65404907 0.505444 0.46945896 0.63146853] [ 0.70658851 0.46420485 0.33514156 0.36296722 0.45197662] [ 0.72910769 0.45908296 0.57560971 0.58468697 0.39170241] [ 0.55901414 0.52133688 0.45039854 0.21135699 0.37432218] [ 0.7048646 0.58820093 0.3852639 0.43551995 0.45642899] [ 0.80780487 0.36443869 0.57721271 0.23861469 0.42528287] [ 0.77262938 0.42947259 0.58453327 0.57354476 0.40225206] [ 0.70558183 0.43995232 0.54403133 0.55073718 0.49236616] [ 0.31142812 0.50511639 0.40843947 0.76231348 0.42369017] [ 0.41980863 0.430979 0.56158874 0.69677158 0.4864796 ] [ 0.62586229 0.4507399 0.41072913 0.56960924 0.32531447] [ 0.55756514 0.59025419 0.46419357 0.73724103 0.48389833] [ 0.79708911 0.41957986 0.49501198 0.37067898 0.37646303] [ 0.20665653 0.517122 0.35185249 0.91043233 0.60687298] [ 0.27942104 0.50741193 0.4388816 0.84044694 0.50603874] [ 0.49452119 0.51493766 0.64205614 0.60954363 0.51593258] [ 0.33472189 0.64123336 0.56376931 0.60459173 0.54123974] [ 0.63623676 0.54917435 0.53004586 0.42799632 0.48114142] [ 0.32291078 0.61830735 0.42181104 0.54461192 0.56189105] [ 0.45795292 0.53654666 0.36776542 0.62112792 0.59158776] [ 0.19090123 0.50827546 0.34642615 0.87563889 0.54492237] [ 0.31316388 0.59117465 0.54631511 0.63905862 0.58066265] [ 0.82014231 0.46205293 0.40110378 0.35988222 0.37782427] [ 0.65398521 0.47410355 0.46323513 0.6324093 0.4649341 ] [ 0.7010642 0.36850566 0.48057318 0.23012907 0.41585728] [ 0.18773368 0.60133136 0.50580196 0.88054593 0.51704258] [ 0.39699146 0.70471899 0.32631837 0.66948738 0.35259833] [ 0.84694598 0.38669131 0.43656495 0.25936463 0.45427915] [ 0.69793953 0.52584387 0.45550866 0.25692174 0.28042344] [ 0.69520045 0.4532042 0.61380488 0.23516478 0.42234743] [ 0.45389245 0.56529217 0.56238247 0.49069904 0.52950882] [ 0.54022334 0.66154888 0.51544138 0.61876716 0.50949249] [ 0.6225099 0.5841706 0.56719987 0.67146117 0.49430002] [ 0.3481891 0.57357453 0.45987512 0.72560174 0.43640908] [ 0.78538967 0.39224729 0.54604327 0.17672704 0.45218092] [ 0.49104161 0.51962546 0.43198878 0.51161979 0.41317168] [ 0.63342841 0.49987041 0.56014864 0.37292126 0.50486463] [ 0.51745302 0.65352372 0.5941577 0.5839677 0.44817095] [ 0.55940854 0.53966541 0.51830291 0.46188499 0.40938095] [ 0.18831535 0.73936107 0.32333577 0.89636339 0.56319017] [ 0.25922626 0.44871389 0.4926712 0.75783012 0.60468381] [ 0.45164661 0.51897282 0.48964862 0.5404655 0.43155919] [ 0.77333831 0.38412892 0.38132587 0.24048534 0.37361259] [ 0.70552806 0.36297618 0.68109834 0.3219675 0.48756208] [ 0.64445707 0.60016934 0.33459791 0.42218377 0.35836275] [ 0.65669464 0.45828545 0.55155206 0.21796227 0.54642668] [ 0.80321689 0.4477257 0.60507809 0.60093826 0.3088329 ] [ 0.72388322 0.31163295 0.66807641 0.50997843 0.42916211] [ 0.60807764 0.42906898 0.51853841 0.30429413 0.61939157] [ 0.47206903 0.45275879 0.67479181 0.60507803 0.55270974] [ 0.55940854 0.53966541 0.51830291 0.46188499 0.40938095] [ 0.33165019 0.54611936 0.5645318 0.75625008 0.49112487] [ 0.57423887 0.46159734 0.61924329 0.38333455 0.51921677] [ 0.38983857 0.64301376 0.41970199 0.65671121 0.41065724] [ 0.54191255 0.41405899 0.46866901 0.70964535 0.42428109] [ 0.78786039 0.32951728 0.35847874 0.26726187 0.29034061] [ 0.75984789 0.44061147 0.54886338 0.38481425 0.42556909] [ 0.3809365 0.66393437 0.46060442 0.57480832 0.34974693] [ 0.42083577 0.49852549 0.50605369 0.5169865 0.53093917] Progress: 52.1% ... Training loss: 0.457 ... Validation loss: 0.747[ 0.42435377 0.65620017 0.48060133 0.5961425 0.4595378 ] [ 0.34462008 0.56693469 0.56050137 0.7639543 0.54579481] [ 0.27862163 0.66459934 0.4444831 0.61915839 0.44552078] [ 0.54867486 0.59333652 0.4858424 0.51887603 0.51875712] [ 0.61903258 0.47395485 0.67291412 0.46293321 0.48946035] [ 0.74514383 0.33800712 0.57990992 0.32523416 0.35100675] [ 0.62617792 0.57083852 0.26033584 0.54078064 0.48795037] [ 0.51055187 0.43051631 0.48646658 0.69031372 0.34472264] [ 0.78224094 0.48728227 0.44813712 0.26765305 0.49491595] [ 0.45389981 0.51679913 0.37885172 0.54631472 0.51025672] [ 0.64351968 0.36433393 0.46636165 0.47132048 0.50814844] [ 0.58251348 0.43363306 0.49891917 0.42364364 0.45710995] [ 0.78438897 0.56527163 0.37971765 0.35321372 0.31360997] [ 0.3927855 0.58170132 0.35792082 0.65876676 0.45938016] [ 0.55532255 0.43866301 0.49349703 0.83349853 0.5383977 ] [ 0.61654722 0.62769328 0.32381549 0.74119267 0.56803565] [ 0.63959171 0.49494108 0.46447337 0.44181259 0.38877539] [ 0.47013242 0.52877755 0.49678558 0.83036791 0.5690196 ] [ 0.63489203 0.50975649 0.44703198 0.6136818 0.47516737] [ 0.45560959 0.66001279 0.27334782 0.65340899 0.41775134] [ 0.35526904 0.62143859 0.51150153 0.75860165 0.48300661] [ 0.58720013 0.46691631 0.56027638 0.65998003 0.34492706] [ 0.87187569 0.29986857 0.58878896 0.21142307 0.34144069] [ 0.38567259 0.50874493 0.48537074 0.87005319 0.60348808] [ 0.38132065 0.52537225 0.52462629 0.766545 0.49541839] [ 0.66881497 0.39194234 0.44441354 0.52159645 0.27951741] [ 0.78767242 0.45734439 0.45015592 0.21473298 0.29552269] [ 0.19265899 0.65222881 0.45576017 0.87763417 0.62717154] [ 0.43012447 0.44567891 0.60884516 0.72665192 0.37522552] [ 0.81867066 0.34716435 0.61479848 0.23798209 0.40198712] [ 0.61926087 0.34478957 0.56127948 0.29763765 0.58425409] [ 0.5667266 0.5673185 0.46323237 0.56332565 0.37978773] [ 0.63144225 0.38132238 0.5248894 0.56680741 0.4768451 ] [ 0.42723502 0.50368204 0.68752421 0.64165548 0.50939631] [ 0.64415699 0.54444058 0.3739795 0.45306847 0.34915683] [ 0.62765582 0.4419185 0.4343715 0.53849605 0.33865534] [ 0.42392402 0.53573395 0.57747648 0.66954912 0.37398666] [ 0.49212295 0.47847778 0.43644877 0.56549781 0.58048282] [ 0.50646317 0.50519963 0.49459376 0.49246942 0.42351016] [ 0.62913578 0.44829485 0.58903404 0.62365541 0.39636016] [ 0.31755612 0.69329561 0.35146293 0.78737021 0.57046133] [ 0.76863831 0.50530644 0.60046785 0.36557311 0.42083077] [ 0.40492344 0.62939523 0.35560496 0.735322 0.34231003] [ 0.63431467 0.47757551 0.38169767 0.4613029 0.33572916] [ 0.62463647 0.5846488 0.50962947 0.49646233 0.38824043] [ 0.67524782 0.36549174 0.62675938 0.51840942 0.45764911] [ 0.80367191 0.44992249 0.51861022 0.27658369 0.39530762] [ 0.65293561 0.36460776 0.57081476 0.61446779 0.43426497] [ 0.79398725 0.38062717 0.52493512 0.22522587 0.45336451] [ 0.49303999 0.58245763 0.56102849 0.59258283 0.47169438] [ 0.73316929 0.42506218 0.56030633 0.28451722 0.52514176] [ 0.19054048 0.74046774 0.40751442 0.77125 0.53741313] [ 0.60204288 0.44559872 0.64728005 0.24775201 0.34864863] [ 0.54573389 0.50797777 0.40265234 0.44843258 0.4849176 ] [ 0.61470524 0.47736342 0.53788825 0.48899086 0.54284241] [ 0.79497805 0.3475733 0.50453867 0.20481068 0.37198737] [ 0.41896559 0.51060291 0.32195729 0.61613615 0.356441 ] [ 0.78082202 0.40917144 0.5684846 0.36513873 0.42359508] [ 0.28643284 0.54387242 0.44633005 0.62371242 0.51270206] [ 0.5537367 0.47961263 0.65234862 0.63842104 0.4930452 ] [ 0.77914443 0.49340305 0.54942397 0.3374691 0.32976131] [ 0.75141277 0.41401046 0.51159018 0.2124385 0.3336754 ] [ 0.66108462 0.49589387 0.47138307 0.60998391 0.45854734] [ 0.69141144 0.50856394 0.56321089 0.3554559 0.441887 ] [ 0.73700445 0.45591532 0.36761722 0.41673131 0.44756927] [ 0.38043806 0.59283062 0.49256354 0.70524796 0.65830169] [ 0.48103881 0.48399231 0.58778388 0.61119154 0.54819987] [ 0.21489268 0.7582845 0.44688972 0.71744455 0.54455825] [ 0.84762724 0.45503012 0.63159903 0.19752648 0.38406014] [ 0.47882265 0.56228343 0.44376886 0.64502428 0.43711551] [ 0.44722352 0.47530262 0.47311173 0.64226218 0.49669019] [ 0.50385145 0.54336697 0.50953834 0.48109623 0.52505841] [ 0.81133221 0.54655513 0.3925784 0.43708469 0.47563888] [ 0.21075515 0.79246235 0.35405055 0.82184242 0.521413 ] [ 0.78026571 0.42569916 0.64173765 0.23130143 0.3996647 ] [ 0.55701206 0.5295913 0.39927486 0.72206485 0.44996953] [ 0.63521288 0.53076665 0.46200091 0.35969588 0.44127112] [ 0.85300932 0.31055044 0.45166314 0.15053347 0.33940899] [ 0.26515867 0.59342287 0.4079733 0.88620116 0.44466286] [ 0.65774232 0.41435203 0.54776633 0.3630736 0.49940249] [ 0.59432418 0.62210026 0.36404984 0.67925446 0.37629641] [ 0.16298229 0.58200504 0.47380832 0.88450682 0.59804163] [ 0.71893076 0.35780213 0.5896444 0.28463561 0.36969704] [ 0.34448369 0.61664041 0.45046 0.7750923 0.5826545 ] [ 0.61279868 0.46947457 0.64003761 0.56082895 0.37732448] [ 0.69035663 0.44643774 0.45468847 0.32924343 0.37600463] [ 0.42647278 0.56107477 0.47399891 0.63305336 0.54057276] [ 0.37379594 0.57917404 0.51078426 0.75181342 0.48569817] [ 0.49462706 0.67453343 0.33089626 0.58394289 0.51962851] [ 0.6296694 0.41956249 0.44429729 0.62718069 0.32704642] [ 0.75757907 0.44906514 0.45494992 0.21963536 0.41406748] [ 0.60982689 0.49516185 0.47885059 0.52478798 0.36510151] [ 0.33021795 0.55137468 0.59796306 0.81473909 0.69847911] [ 0.54571393 0.52239514 0.59368854 0.4171733 0.63897667] [ 0.35729309 0.59181668 0.27856195 0.73040072 0.61477744] [ 0.59055022 0.39376495 0.41890321 0.70805122 0.45775415] [ 0.42907539 0.68487279 0.35349633 0.5306304 0.39232457] [ 0.70792079 0.33319805 0.6501712 0.26174132 0.56411072] [ 0.69051521 0.37006882 0.64429796 0.39117728 0.36947207] [ 0.57628235 0.54168276 0.4267968 0.62834857 0.59909623] [ 0.63303791 0.42630758 0.49175383 0.45981539 0.48681112] [ 0.83853717 0.47135843 0.44066089 0.29579894 0.40901016] [ 0.52625045 0.52585102 0.55978919 0.53329476 0.59051247] [ 0.85440327 0.45195301 0.42385223 0.42939901 0.42031773] [ 0.74635082 0.48874099 0.47532798 0.25655215 0.39686633] [ 0.37665526 0.63767702 0.47676412 0.67637888 0.67063865] [ 0.44897526 0.31294074 0.49808626 0.55397069 0.43291236] [ 0.73629555 0.4926922 0.54245645 0.36168448 0.41622605] [ 0.70580828 0.48179649 0.40729764 0.39685946 0.34902264] [ 0.34160729 0.61394533 0.44687691 0.82473061 0.60628639] [ 0.70782033 0.46725332 0.58382945 0.1855736 0.44590452] [ 0.6991236 0.39796335 0.54770048 0.49510018 0.430203 ] [ 0.58371792 0.39445591 0.44729879 0.71904486 0.37832787] [ 0.43523477 0.60003736 0.47985963 0.79404943 0.55732713] [ 0.37816491 0.6001642 0.54179209 0.63618908 0.54007477] [ 0.41488822 0.42331415 0.38656771 0.56120931 0.44135693] [ 0.6995501 0.57738678 0.59371634 0.33635077 0.48765184] [ 0.67248781 0.48989894 0.45049727 0.66788031 0.29410312] [ 0.40430666 0.66260669 0.27486633 0.59760894 0.49993591] [ 0.78612838 0.58020016 0.49714656 0.45910606 0.45217355] [ 0.39704509 0.57738736 0.50634312 0.7284922 0.47888901] [ 0.62135615 0.38606169 0.62994184 0.70108347 0.47624959] [ 0.55143239 0.46185005 0.66835717 0.52561398 0.50203569] [ 0.62235281 0.58436775 0.42015183 0.26602423 0.46631072] [ 0.87673994 0.31865422 0.47469096 0.20148598 0.39572298] [ 0.5477833 0.45212447 0.31780614 0.54234467 0.47730308] [ 0.41002539 0.56047052 0.55818738 0.67833782 0.38592289] [ 0.31609244 0.51569405 0.55213749 0.72423536 0.64925074] Progress: 52.1% ... Training loss: 0.457 ... Validation loss: 0.749[ 0.46454026 0.58448183 0.33342943 0.57570386 0.51218732] [ 0.36640811 0.45635014 0.38174829 0.64618185 0.45894055] [ 0.47807792 0.65454287 0.40924435 0.57341203 0.35700118] [ 0.55800225 0.55232934 0.51606529 0.38233808 0.50775701] [ 0.46991041 0.60467354 0.40858356 0.7054275 0.44836045] [ 0.50778523 0.47434078 0.38632656 0.56881462 0.53537372] [ 0.20812257 0.72411171 0.4298097 0.81333867 0.48486108] [ 0.54595836 0.51245544 0.62626254 0.59687662 0.48128764] [ 0.49546896 0.55438096 0.53494345 0.54887711 0.45908222] [ 0.69929063 0.39625046 0.56585917 0.36007587 0.39028545] [ 0.21370254 0.59794009 0.42371315 0.66609223 0.5526792 ] [ 0.52339024 0.47129856 0.27256214 0.48282679 0.46612812] [ 0.62368188 0.67820475 0.42383172 0.46702665 0.32334951] [ 0.54267216 0.51569196 0.49812261 0.58888902 0.32206586] [ 0.31313291 0.54568752 0.62489253 0.75047358 0.41773948] [ 0.33979429 0.50627571 0.58313024 0.42511624 0.63878715] [ 0.72260155 0.40338003 0.59341097 0.32067865 0.46649709] [ 0.70217617 0.52508661 0.24782649 0.38834045 0.30488283] [ 0.2503678 0.52285265 0.50483065 0.73712168 0.59220429] [ 0.32665877 0.64961849 0.42383481 0.81931782 0.629591 ] [ 0.58425508 0.6093548 0.28173842 0.53812777 0.46336583] [ 0.74522413 0.45201649 0.37160136 0.38040968 0.4510309 ] [ 0.54232745 0.51555796 0.60568768 0.43159008 0.48833871] [ 0.70644237 0.39378853 0.66244155 0.37758966 0.51811221] [ 0.47754758 0.51603878 0.57504887 0.71726096 0.47476822] [ 0.48841213 0.59716295 0.5927764 0.78793269 0.59631141] [ 0.57953241 0.51082923 0.45060274 0.40943458 0.42713483] [ 0.56816656 0.50469689 0.5095104 0.63016234 0.37832342] [ 0.25110517 0.65188433 0.33899459 0.76898578 0.56498896] [ 0.75821872 0.49212378 0.60027248 0.48168931 0.36570614] [ 0.36163701 0.63033821 0.4121247 0.54819906 0.45381482] [ 0.56496889 0.45574628 0.54790098 0.52534872 0.47913273] [ 0.54778183 0.49047806 0.46907526 0.62693048 0.34481167] [ 0.21503544 0.57559205 0.48852432 0.7664906 0.5891319 ] [ 0.65300117 0.53485317 0.55489648 0.5380377 0.37432045] [ 0.88321915 0.39061716 0.52637019 0.16131203 0.35063982] [ 0.43752205 0.63703706 0.44071755 0.4304867 0.3947235 ] [ 0.81352647 0.40275042 0.56008559 0.31701118 0.47431333] [ 0.50595013 0.48765572 0.55605974 0.62152147 0.43887206] [ 0.72293307 0.31756168 0.47473817 0.35866213 0.45124051] [ 0.71193779 0.38889083 0.61604233 0.56075817 0.43414542] [ 0.68591248 0.53626224 0.45365381 0.43933071 0.39869006] [ 0.60726339 0.52061311 0.51991625 0.55101925 0.37060567] [ 0.53809304 0.55122937 0.49764334 0.37117439 0.38674572] [ 0.48748304 0.48703691 0.45255627 0.61595487 0.41858482] [ 0.22353033 0.62483657 0.44979484 0.77100997 0.60268392] [ 0.43468537 0.51535083 0.55220429 0.2222301 0.47981104] [ 0.21906686 0.52621283 0.36856249 0.7849239 0.49481976] [ 0.58103302 0.53205282 0.49830686 0.46155314 0.53538098] [ 0.5649792 0.53591486 0.40353377 0.67346355 0.35245664] [ 0.6823984 0.58802532 0.5093196 0.45344791 0.48595878] [ 0.11049913 0.57955919 0.48637025 0.89588896 0.66291112] [ 0.43743513 0.63105299 0.3512553 0.63271063 0.36544454] [ 0.52309712 0.60165079 0.47274281 0.65647966 0.4027778 ] [ 0.44178588 0.54902511 0.45469717 0.57658074 0.62871435] [ 0.51677563 0.52439107 0.52544311 0.73873818 0.39632294] [ 0.38773284 0.57091506 0.48327753 0.7219137 0.52729926] [ 0.45494523 0.46205545 0.3817115 0.78827551 0.50534202] [ 0.64783684 0.40407522 0.50467562 0.33238496 0.37223575] [ 0.64779369 0.50434655 0.45556384 0.68525345 0.36748122] [ 0.61635545 0.64095523 0.36337993 0.54561599 0.43620843] [ 0.27083198 0.71839609 0.28689557 0.76385282 0.62364322] [ 0.6747601 0.46254 0.4378228 0.41365347 0.5910904 ] [ 0.67148572 0.45467661 0.37348091 0.28275321 0.31139194] [ 0.52237231 0.53895725 0.44437826 0.35202004 0.40403447] [ 0.2528575 0.57742939 0.45150821 0.71758141 0.61177844] [ 0.62090653 0.62092055 0.402537 0.40747927 0.31216993] [ 0.49883939 0.57082236 0.34201802 0.60029185 0.50808191] [ 0.36173639 0.50907766 0.6016291 0.77378085 0.52266361] [ 0.68995525 0.4019891 0.57622321 0.45165742 0.32188294] [ 0.34113053 0.52672043 0.52809146 0.69208095 0.44000223] [ 0.57440383 0.45199634 0.44338678 0.20051818 0.41966415] [ 0.64111436 0.51274849 0.39478554 0.36336417 0.28222324] [ 0.48933663 0.53389985 0.36979875 0.43986645 0.39670076] [ 0.72196284 0.49947734 0.38586376 0.27854922 0.32727042] [ 0.51165296 0.62487092 0.42581942 0.63381081 0.51309729] [ 0.36205257 0.68937434 0.32664523 0.71858046 0.50035885] [ 0.36049113 0.52280366 0.44140978 0.65783106 0.40909519] [ 0.35977177 0.72328943 0.41568466 0.75946759 0.50152498] [ 0.42303654 0.5261414 0.36647036 0.70739227 0.32091012] [ 0.70964469 0.50360146 0.37840659 0.31352952 0.3192377 ] [ 0.37384334 0.62224472 0.38885157 0.66053887 0.52503459] [ 0.85789822 0.32214666 0.60157061 0.18161554 0.38127489] [ 0.75778986 0.52263271 0.5224271 0.36810384 0.35161647] [ 0.69523082 0.37753879 0.66383793 0.63139133 0.41967604] [ 0.56336552 0.62681906 0.29648933 0.57272353 0.38070993] [ 0.31880158 0.65447383 0.5688391 0.67675384 0.47089508] [ 0.45935182 0.58628941 0.5159044 0.76543283 0.62306895] [ 0.25073222 0.60395796 0.38990639 0.85695733 0.54986046] [ 0.69960097 0.48152285 0.49084932 0.32531376 0.39647287] [ 0.30313045 0.56722427 0.4613189 0.76456981 0.45737054] [ 0.30675763 0.67065068 0.31587374 0.75962164 0.61720792] [ 0.69375468 0.54324689 0.2884323 0.35479972 0.39763645] [ 0.46818936 0.59245756 0.40671114 0.45699438 0.41412888] [ 0.55780628 0.43740299 0.49400306 0.83281938 0.53795302] [ 0.49213085 0.46409277 0.53244098 0.77882954 0.52001372] [ 0.75842672 0.39149725 0.53628226 0.34385758 0.40780345] [ 0.66217555 0.47243681 0.48467727 0.2960106 0.44728452] [ 0.84914136 0.41272828 0.53498304 0.13834983 0.37228168] [ 0.67153366 0.640514 0.33842583 0.43623769 0.45870599] [ 0.15774727 0.4541002 0.46900611 0.8780751 0.64247145] [ 0.63122551 0.33265445 0.7533975 0.49592981 0.43237592] [ 0.64518182 0.45482727 0.61392332 0.61957734 0.42115864] [ 0.26354453 0.56980573 0.51567955 0.74348872 0.50042336] [ 0.6310898 0.49955077 0.60222253 0.37079055 0.4572705 ] [ 0.56681062 0.53315612 0.47167569 0.35252183 0.50019846] [ 0.3489984 0.630234 0.61553462 0.72553756 0.61904587] [ 0.49957786 0.48413078 0.37659456 0.53537581 0.50536669] [ 0.6548723 0.56919616 0.52964151 0.57660817 0.3304453 ] [ 0.31544739 0.62637082 0.42615582 0.54270238 0.49938431] [ 0.3822868 0.54614376 0.614185 0.41357825 0.60372317] [ 0.67876959 0.41711227 0.35349162 0.53613024 0.41096053] [ 0.30650305 0.63653134 0.44191331 0.64256933 0.58260018] [ 0.69240034 0.35481649 0.72076205 0.24857668 0.54825038] [ 0.35713846 0.49393875 0.49810799 0.72571724 0.48298288] [ 0.47960155 0.4925332 0.56437722 0.5420031 0.59496421] [ 0.1511965 0.68442493 0.42561316 0.90655174 0.49678276] [ 0.59597026 0.52208424 0.43599301 0.37839692 0.46655617] [ 0.58590104 0.46893356 0.54689563 0.67895902 0.53273813] [ 0.50665018 0.41848572 0.66913309 0.35983632 0.54349656] [ 0.29797588 0.65129548 0.50787697 0.83572999 0.54934454] [ 0.52793166 0.45229558 0.55285308 0.69401961 0.50146636] [ 0.82684883 0.3891661 0.60699868 0.33865373 0.42038738] [ 0.42023813 0.43447048 0.47400316 0.84661742 0.5927258 ] [ 0.6797718 0.42851924 0.52375004 0.43493739 0.44240146] [ 0.5224482 0.42746131 0.53974459 0.39517157 0.44929407] [ 0.82396885 0.40333351 0.58320134 0.21098166 0.4306387 ] [ 0.37591664 0.48141796 0.59600461 0.61296254 0.55392287] Progress: 52.2% ... Training loss: 0.456 ... Validation loss: 0.749[ 0.39190232 0.57266834 0.40234012 0.73182124 0.37647108] [ 0.47188741 0.56837335 0.49830043 0.78113118 0.41607923] [ 0.40537775 0.66800072 0.37326222 0.86132391 0.47271567] [ 0.63243485 0.47206234 0.51803676 0.61972046 0.36766625] [ 0.55585229 0.55911108 0.58770575 0.47090352 0.53823472] [ 0.6025142 0.51588535 0.35632355 0.61169096 0.40451523] [ 0.3345478 0.54733653 0.52596616 0.83137941 0.56075656] [ 0.44616318 0.71106473 0.27347774 0.63682004 0.26573483] [ 0.76083589 0.31427491 0.46822735 0.1946097 0.35625003] [ 0.43420804 0.45903154 0.47405618 0.72372249 0.42082944] [ 0.38567474 0.65056362 0.42044069 0.61313681 0.60207844] [ 0.60208644 0.30431346 0.41534458 0.42784547 0.42075977] [ 0.53731584 0.53640593 0.5210424 0.53831925 0.62399659] [ 0.30002573 0.57134398 0.55628745 0.74848653 0.63327587] [ 0.35393662 0.5234035 0.41595021 0.68460645 0.4139491 ] [ 0.31549069 0.68188841 0.4393542 0.68825349 0.50992956] [ 0.7669261 0.49593843 0.43679458 0.24213282 0.38583236] [ 0.52376534 0.6015986 0.47274738 0.65598011 0.40277645] [ 0.47610878 0.50794748 0.37190472 0.7062906 0.48358761] [ 0.22101014 0.59753304 0.33462252 0.73737063 0.46737216] [ 0.81291075 0.3611273 0.49029396 0.21323334 0.39668703] [ 0.76621181 0.40528105 0.66436118 0.54893524 0.34865499] [ 0.73068886 0.46015544 0.52153247 0.3615947 0.4704146 ] [ 0.79524041 0.41085117 0.51183647 0.1814344 0.27451324] [ 0.47392256 0.57060983 0.51773872 0.63533946 0.39601739] [ 0.51600224 0.61759161 0.56884219 0.52010849 0.42353698] [ 0.693833 0.4038049 0.41564253 0.32899676 0.39269561] [ 0.39185955 0.57955882 0.53317591 0.78303842 0.58750715] [ 0.45826636 0.31925984 0.51486783 0.62974523 0.46351177] [ 0.52382143 0.5780395 0.48484033 0.45233306 0.43766505] [ 0.36133639 0.46785715 0.43036989 0.68702159 0.5409085 ] [ 0.69158007 0.41492999 0.61851084 0.43555586 0.42409972] [ 0.52302899 0.53514412 0.48170979 0.66950479 0.46244697] [ 0.28890774 0.63241657 0.43605437 0.67096309 0.42351824] [ 0.28566351 0.66246795 0.38939946 0.73775789 0.60700183] [ 0.2939374 0.72502603 0.31349373 0.72795912 0.53600258] [ 0.59855232 0.52227227 0.52140528 0.55923334 0.44578126] [ 0.28614743 0.48021338 0.51984835 0.70407927 0.54787716] [ 0.69164548 0.41707009 0.6378352 0.57306088 0.46529743] [ 0.62393198 0.58459609 0.44531699 0.47497751 0.36020204] [ 0.23866577 0.55526118 0.48162282 0.79891027 0.50418255] [ 0.59605662 0.63185602 0.34820987 0.45622659 0.48763016] [ 0.52040904 0.44260978 0.58105788 0.67359802 0.39412415] [ 0.44777211 0.51352675 0.35829296 0.6667884 0.43734325] [ 0.46944012 0.62444689 0.6167975 0.61950638 0.58712896] [ 0.78945905 0.45252673 0.53502208 0.63341704 0.36131335] [ 0.75554853 0.421002 0.42077117 0.31538281 0.32812865] [ 0.76886692 0.44784577 0.67052713 0.33941965 0.35245825] [ 0.38265207 0.58596235 0.39188823 0.7273405 0.51315767] [ 0.45422052 0.57777359 0.51565228 0.64416974 0.40928778] [ 0.65748074 0.50730791 0.55095332 0.31325936 0.54444046] [ 0.43526551 0.55253126 0.49447452 0.55237029 0.64975485] [ 0.16946612 0.7502787 0.38365136 0.73800405 0.52663177] [ 0.42228363 0.54126498 0.40574337 0.50782821 0.45237772] [ 0.57364901 0.50013814 0.41509807 0.62048734 0.36431734] [ 0.44951017 0.46468976 0.5391217 0.68841751 0.43923523] [ 0.36744443 0.52175927 0.61730283 0.65610016 0.55173402] [ 0.39333364 0.55964454 0.5749754 0.74123779 0.47896972] [ 0.45679935 0.68614204 0.42719056 0.65603313 0.43521141] [ 0.56582273 0.51892438 0.44929192 0.61517795 0.37038476] [ 0.60920426 0.44047641 0.44567533 0.36484232 0.38795761] [ 0.35052621 0.47479329 0.45815458 0.66588906 0.42076546] [ 0.71148584 0.33042705 0.56660022 0.36893009 0.45255399] [ 0.2692719 0.48378267 0.42822368 0.69097025 0.47058254] [ 0.5293817 0.52950128 0.34385359 0.33221744 0.44255054] [ 0.10786824 0.59010076 0.46703725 0.92905654 0.66195952] [ 0.70091804 0.53920241 0.4220271 0.51704909 0.34909209] [ 0.28083204 0.51904846 0.48030102 0.736703 0.59117896] [ 0.76757308 0.50146682 0.27969412 0.47660341 0.35395918] [ 0.4557239 0.68756725 0.31853511 0.52409827 0.38606914] [ 0.71402702 0.50006804 0.62333253 0.19373363 0.4235389 ] [ 0.4508861 0.38674331 0.65031095 0.66928475 0.57214144] [ 0.38171986 0.64549642 0.44431233 0.44299555 0.4073105 ] [ 0.64563299 0.53580588 0.38812228 0.31623587 0.28623179] [ 0.75390254 0.43030427 0.51947883 0.25942954 0.54038551] [ 0.55804152 0.46963666 0.40129549 0.40209724 0.48185161] [ 0.46054218 0.63692057 0.43777439 0.738477 0.41510859] [ 0.58892197 0.47052207 0.51649125 0.64549284 0.39169722] [ 0.52749054 0.48124771 0.44112674 0.74706976 0.38964734] [ 0.68173878 0.33797764 0.61928608 0.48107018 0.48694778] [ 0.79320819 0.4308677 0.62208919 0.18233486 0.45807301] [ 0.52129757 0.37081976 0.50973291 0.37508063 0.48624249] [ 0.26312608 0.45872024 0.39855154 0.6653915 0.6807954 ] [ 0.51241961 0.60914234 0.36060668 0.48368793 0.5309494 ] [ 0.63378499 0.42862645 0.42679627 0.67849415 0.37743363] [ 0.21315854 0.68726188 0.44108631 0.78033684 0.6624139 ] [ 0.72952612 0.5675568 0.37806366 0.3653056 0.35386273] [ 0.30520527 0.53524158 0.51621778 0.70739052 0.63316049] [ 0.38770822 0.59993882 0.33888912 0.58614857 0.46581421] [ 0.48425385 0.5974876 0.52504447 0.77191264 0.46302938] [ 0.73230173 0.38370707 0.52670804 0.52623808 0.38408287] [ 0.4446014 0.64071528 0.40541407 0.51932657 0.3623574 ] [ 0.46077194 0.5829389 0.37501431 0.7764902 0.62975895] [ 0.71224046 0.46690002 0.45435876 0.45443909 0.48287179] [ 0.30561327 0.53001698 0.54747731 0.57278504 0.56052995] [ 0.37888799 0.44332705 0.45198455 0.6618057 0.63308437] [ 0.68183162 0.63636014 0.4481108 0.51473796 0.37741765] [ 0.78192927 0.44793032 0.52410596 0.29726294 0.42361585] [ 0.37791545 0.64452945 0.44124429 0.63282736 0.39862796] [ 0.8703997 0.40441156 0.55234381 0.21130652 0.40768419] [ 0.58364305 0.60597801 0.35398626 0.40718095 0.46380644] [ 0.39943092 0.69315585 0.30262588 0.80450213 0.52595352] [ 0.58440657 0.435029 0.52081212 0.60293795 0.3382371 ] [ 0.68602933 0.52265882 0.48422929 0.31016634 0.37531659] [ 0.84630737 0.37273015 0.51105811 0.22090802 0.41588906] [ 0.6678205 0.50097092 0.29480736 0.41485498 0.36032992] [ 0.39873456 0.52126778 0.56388922 0.6807739 0.50923909] [ 0.69320832 0.58364073 0.57298314 0.50689898 0.46024976] [ 0.70207945 0.50216978 0.51812522 0.46397306 0.36187374] [ 0.84770128 0.46560808 0.46641875 0.38540523 0.38702562] [ 0.34861167 0.46861699 0.67908389 0.64411797 0.58048642] [ 0.37327563 0.51869283 0.45991448 0.60451055 0.54207264] [ 0.39040969 0.50741261 0.51558205 0.48351233 0.50792858] [ 0.25808483 0.58075689 0.42892155 0.83615174 0.51636236] [ 0.76002041 0.4590275 0.51575509 0.38464941 0.43706781] [ 0.41750036 0.55661268 0.31103065 0.82722233 0.39877025] [ 0.7585269 0.43216118 0.52894842 0.31697556 0.4538115 ] [ 0.81459487 0.54573816 0.54660318 0.29198816 0.41348826] [ 0.70832417 0.51236588 0.36892295 0.34525073 0.37755457] [ 0.7045297 0.50439574 0.43483948 0.44303153 0.37822916] [ 0.83811864 0.45662207 0.59936503 0.17809777 0.42983783] [ 0.70265458 0.47667266 0.44373332 0.34640135 0.558874 ] [ 0.32363878 0.63092805 0.49620271 0.55286586 0.4159736 ] [ 0.76812635 0.41414481 0.57443256 0.27854846 0.35064857] [ 0.44576219 0.53231771 0.40181857 0.72228428 0.3880304 ] [ 0.35461656 0.55753625 0.45880616 0.85940235 0.60983672] [ 0.50713303 0.55419566 0.39645982 0.32964765 0.41639935] [ 0.39345103 0.64174239 0.33205551 0.51705083 0.56196114] Progress: 52.2% ... Training loss: 0.456 ... Validation loss: 0.749[ 0.21686789 0.64048284 0.440332 0.80112795 0.42678963] [ 0.36339198 0.4055767 0.52126262 0.77996114 0.58457779] [ 0.46703116 0.67336573 0.40908391 0.72217949 0.4599381 ] [ 0.16835282 0.68304167 0.46712883 0.79697626 0.57770973] [ 0.55954759 0.51683937 0.42757223 0.47677406 0.59531837] [ 0.42856405 0.47343031 0.69314779 0.71128212 0.5345654 ] [ 0.35575733 0.68535037 0.46347682 0.62350936 0.35208237] [ 0.48616043 0.40423798 0.41770834 0.51852229 0.60568582] [ 0.3042811 0.52430322 0.50309204 0.71933636 0.46011018] [ 0.64683452 0.42545488 0.54402147 0.28016762 0.4383005 ] [ 0.54616915 0.49987387 0.39938921 0.52269239 0.38287171] [ 0.64341113 0.38418927 0.61049559 0.57898622 0.44067708] [ 0.58536857 0.50533029 0.49643056 0.35261649 0.47774769] [ 0.37465777 0.56880013 0.58452688 0.64360568 0.59506586] [ 0.74780132 0.5790509 0.55420945 0.47892067 0.41415233] [ 0.73939999 0.41006996 0.51203104 0.21514047 0.59297204] [ 0.65044465 0.34366963 0.52392914 0.23785539 0.61885549] [ 0.28968363 0.53618973 0.39961687 0.7888252 0.46647838] [ 0.59685199 0.51301021 0.42855419 0.59140378 0.57377233] [ 0.43810913 0.57450916 0.3820789 0.5012584 0.51137875] [ 0.74258825 0.51945847 0.53595325 0.41445152 0.48495983] [ 0.66129313 0.41377326 0.58210323 0.51215476 0.28667489] [ 0.29310884 0.62382597 0.51184584 0.81799171 0.3690937 ] [ 0.63890763 0.41445683 0.45831817 0.47342533 0.43253898] [ 0.60116897 0.72140815 0.45934291 0.6083303 0.40839281] [ 0.54560894 0.48713433 0.49331496 0.40426639 0.43988442] [ 0.66233045 0.40504853 0.55768101 0.62293574 0.37675184] [ 0.64201609 0.55210069 0.43038438 0.45878839 0.44621681] [ 0.51176219 0.47947829 0.50659079 0.2165794 0.44788702] [ 0.35473823 0.51112304 0.50961399 0.64921699 0.60794156] [ 0.28266502 0.62092378 0.30826603 0.69546223 0.46228475] [ 0.35603021 0.60171063 0.50535823 0.65867813 0.70449623] [ 0.40613348 0.41381362 0.51725665 0.64368466 0.68781638] [ 0.24878633 0.55214412 0.41474711 0.88474128 0.5309016 ] [ 0.41439397 0.6228003 0.46559982 0.63155046 0.55266799] [ 0.60053196 0.45057166 0.6985292 0.65597888 0.43189668] [ 0.6386484 0.4674028 0.50459373 0.39459889 0.44405892] [ 0.70581104 0.35241356 0.62365576 0.34444241 0.44320529] [ 0.39433519 0.53079656 0.49870879 0.82078437 0.55067442] [ 0.22127909 0.59739405 0.33467141 0.73725042 0.46734391] [ 0.47375438 0.61359491 0.40736818 0.41074883 0.48218402] [ 0.63621572 0.53193687 0.57820216 0.44088346 0.45230634] [ 0.65789329 0.66237422 0.36086566 0.6654906 0.32564393] [ 0.56751505 0.43394773 0.4585513 0.53161025 0.38890052] [ 0.41334389 0.67090427 0.37594106 0.64247674 0.41763355] [ 0.20199509 0.56156572 0.46580541 0.81389186 0.65125663] [ 0.31375354 0.49239974 0.35144579 0.83977235 0.52570162] [ 0.51324627 0.4120516 0.40078174 0.56880541 0.49344363] [ 0.72343525 0.51442123 0.49900858 0.34542098 0.42258925] [ 0.80280719 0.4444679 0.44391711 0.3275375 0.32355285] [ 0.44057379 0.49284337 0.5291037 0.65596454 0.56498155] [ 0.31858371 0.62650325 0.49158521 0.76402033 0.576159 ] [ 0.86111857 0.45288061 0.4533749 0.23095858 0.38409795] [ 0.76414904 0.53309674 0.55571875 0.32231696 0.47941855] [ 0.66839184 0.47228381 0.42232919 0.35138828 0.4667521 ] [ 0.69578963 0.49214075 0.51271806 0.3762048 0.40555636] [ 0.22952893 0.51053467 0.46205652 0.78063791 0.54237324] [ 0.34827201 0.55298651 0.33544849 0.55458599 0.42251256] [ 0.4078297 0.57004846 0.45789551 0.69580331 0.4212303 ] [ 0.61264095 0.50856665 0.5194386 0.54246579 0.35839651] [ 0.85751941 0.32438717 0.63530588 0.15921525 0.33452835] [ 0.58063699 0.48438271 0.52946789 0.72312854 0.40956846] [ 0.3939936 0.6648474 0.35867296 0.46009373 0.37269128] [ 0.40163426 0.59048505 0.27646652 0.65055201 0.45928256] [ 0.89676483 0.38412812 0.49188558 0.1940404 0.31288023] [ 0.54951192 0.49674965 0.48083222 0.56683332 0.36764578] [ 0.76886267 0.42649156 0.44008426 0.37254717 0.50930991] [ 0.20123508 0.72302375 0.54652511 0.79022876 0.61706445] [ 0.83026413 0.40576963 0.52835947 0.21913944 0.44776041] [ 0.69408301 0.40374674 0.41565907 0.32887228 0.39268017] [ 0.34541009 0.64681766 0.32137745 0.69291705 0.47428586] [ 0.84550432 0.39706234 0.57006232 0.30732147 0.39128299] [ 0.61769545 0.46636109 0.4347146 0.56868707 0.51445206] [ 0.31954054 0.5668512 0.52118532 0.69513503 0.4265699 ] [ 0.22294742 0.55150441 0.46288526 0.64779006 0.44420518] [ 0.49443196 0.55790835 0.53836181 0.5551182 0.43992387] [ 0.46131832 0.65000309 0.28598372 0.60907158 0.40208045] [ 0.70293536 0.69967371 0.32330435 0.58724073 0.37665951] [ 0.4880243 0.53668354 0.58236871 0.70169511 0.41852395] [ 0.33198547 0.49884652 0.55372801 0.52754914 0.6820622 ] [ 0.6749593 0.39347878 0.65977751 0.37158219 0.45141667] [ 0.70831663 0.49819732 0.60689833 0.53658144 0.4037245 ] [ 0.25029346 0.52343273 0.50457703 0.737171 0.59245936] [ 0.65461605 0.48999603 0.38963718 0.5792352 0.45511399] [ 0.67613324 0.60406698 0.41727677 0.39914439 0.55518699] [ 0.53300846 0.51923069 0.53938611 0.69533181 0.48533073] [ 0.67637713 0.51256574 0.53705726 0.35194089 0.4261771 ] [ 0.86112489 0.45480437 0.5397889 0.35421136 0.35885391] [ 0.87170448 0.47712806 0.40119012 0.27804603 0.3855085 ] [ 0.40451071 0.4721722 0.43294764 0.62993012 0.44064551] [ 0.19491443 0.57245448 0.43294055 0.87867069 0.52589549] [ 0.64904751 0.47814575 0.46727202 0.31563851 0.42305225] [ 0.27283609 0.64143102 0.49432526 0.7968269 0.62325604] [ 0.70922018 0.47549441 0.37178929 0.31033578 0.438545 ] [ 0.41702644 0.66475003 0.44784582 0.62988551 0.39145773] [ 0.7865432 0.429636 0.5911533 0.28309698 0.45393485] [ 0.59294318 0.49387304 0.66594969 0.41539191 0.46042252] [ 0.5634186 0.38100567 0.49005266 0.30056785 0.58369298] [ 0.66884793 0.50372949 0.5162702 0.28533822 0.46974245] [ 0.53752085 0.44563111 0.51032551 0.57970258 0.36782823] [ 0.58419623 0.62644746 0.45237648 0.54933559 0.46240209] [ 0.33046631 0.46140296 0.52349068 0.66562233 0.50959042] [ 0.41349631 0.51466605 0.37684291 0.57027918 0.52972327] [ 0.68179928 0.45327233 0.58178627 0.69253858 0.42954416] [ 0.45645008 0.57666443 0.52095505 0.63210682 0.44775287] [ 0.51428049 0.5322854 0.53206057 0.36472562 0.59248147] [ 0.59638876 0.46906737 0.57863731 0.57111642 0.48016212] [ 0.78478877 0.41159269 0.61443288 0.30128942 0.43763518] [ 0.64483067 0.45869526 0.58155349 0.54016634 0.50177051] [ 0.3959378 0.58204714 0.46741828 0.46866866 0.59881552] [ 0.71525676 0.42730583 0.57488465 0.38864415 0.42378401] [ 0.77294946 0.46711675 0.45967312 0.36415222 0.39870508] [ 0.77461044 0.45825053 0.53591176 0.47402337 0.35080327] [ 0.41765964 0.59642357 0.38972041 0.58375661 0.51855422] [ 0.38220338 0.49408807 0.59106503 0.69720669 0.44031484] [ 0.51683394 0.41477868 0.44668503 0.5023743 0.35914773] [ 0.75433855 0.47913687 0.53400848 0.33650264 0.42089679] [ 0.7804122 0.39157356 0.53421347 0.19402583 0.29631681] [ 0.68511532 0.43194389 0.49290385 0.38902749 0.54843811] [ 0.74844403 0.43940648 0.45909741 0.39595476 0.47647733] [ 0.69250158 0.35497357 0.72069492 0.24860363 0.54830531] [ 0.36556771 0.53865714 0.3976616 0.63191522 0.47518486] [ 0.50542282 0.67967782 0.45144939 0.49950464 0.53730506] [ 0.70569021 0.49108044 0.35426025 0.35019786 0.33574219] [ 0.67163894 0.59956529 0.47868727 0.42491412 0.61597052] [ 0.84724506 0.41803273 0.48464541 0.2099586 0.44151141] [ 0.64067841 0.48316552 0.46956657 0.47727738 0.52941596] [ 0.47648918 0.68812505 0.43686153 0.51195546 0.4538991 ] Progress: 52.3% ... Training loss: 0.456 ... Validation loss: 0.750[ 0.57404874 0.51483095 0.45940051 0.43501346 0.42734293] [ 0.40677697 0.53283872 0.53061304 0.52333329 0.49972327] [ 0.83357185 0.44469946 0.57927966 0.18424569 0.42627573] [ 0.59296145 0.54266462 0.43271094 0.52690621 0.49106479] [ 0.52743008 0.4635505 0.52424804 0.66188752 0.47595152] [ 0.50246272 0.43758552 0.53130475 0.36650183 0.53524234] [ 0.55687238 0.52865112 0.49424234 0.57929811 0.46521325] [ 0.34061352 0.67438035 0.47281336 0.77334128 0.51985351] [ 0.25603895 0.56032971 0.46731315 0.80198013 0.47138439] [ 0.55673361 0.63336206 0.3351189 0.44499839 0.36251207] [ 0.59389882 0.44166692 0.33329649 0.45577316 0.50384876] [ 0.39025614 0.6199738 0.4974623 0.52098327 0.53651581] [ 0.71576283 0.43970398 0.65064868 0.56473843 0.4485361 ] [ 0.80423274 0.49443595 0.52044644 0.21564871 0.37431816] [ 0.21141796 0.73971535 0.29446 0.76326326 0.5744748 ] [ 0.50957749 0.57738555 0.37418976 0.4410484 0.42547791] [ 0.45951082 0.59909166 0.47821968 0.62952287 0.50351825] [ 0.4268456 0.556233 0.53929922 0.47691847 0.55185538] [ 0.46513695 0.45476945 0.51903575 0.44242471 0.59736369] [ 0.73140383 0.40074709 0.53257546 0.25091786 0.24058683] [ 0.69798677 0.49154434 0.60104968 0.28456187 0.50592858] [ 0.40771543 0.62834352 0.35596106 0.73394757 0.34202668] [ 0.49963792 0.51288239 0.55651589 0.32743259 0.63406303] [ 0.47241243 0.41715312 0.50466567 0.32082558 0.43533654] [ 0.65547173 0.36966132 0.58445992 0.48968878 0.29854325] [ 0.3666215 0.54597243 0.41688437 0.70727084 0.7189331 ] [ 0.58305953 0.48058365 0.35548206 0.54446104 0.40728811] [ 0.66541128 0.48906475 0.36238964 0.35867442 0.33609534] [ 0.66960303 0.40017854 0.46567744 0.34901877 0.32940898] [ 0.29465486 0.52938874 0.4276796 0.81669744 0.62323468] [ 0.53903239 0.68594905 0.27258821 0.55603369 0.42109347] [ 0.55041611 0.46198682 0.54230321 0.56488001 0.44090666] [ 0.53006147 0.44998433 0.54587286 0.43530867 0.4898387 ] [ 0.45821359 0.47324569 0.48592799 0.72116083 0.57130075] [ 0.416715 0.57047367 0.41187322 0.67723009 0.4105434 ] [ 0.52909253 0.63520806 0.54236051 0.54204127 0.44822157] [ 0.68349496 0.58761638 0.50944201 0.45265765 0.4858517 ] [ 0.76207539 0.4768483 0.40413515 0.38674207 0.25321996] [ 0.49595022 0.49667483 0.50103712 0.72495856 0.44657734] [ 0.33435439 0.5229212 0.52101089 0.71072375 0.41418804] [ 0.57234672 0.48561254 0.63510251 0.59725815 0.48281983] [ 0.42441295 0.37492152 0.58265783 0.40136069 0.71117582] [ 0.31712737 0.58026257 0.47334677 0.81936923 0.55129751] [ 0.67214067 0.50859187 0.44227298 0.37518655 0.55757063] [ 0.4779799 0.51540148 0.58177411 0.410995 0.48799669] [ 0.40325017 0.52571388 0.51399287 0.50010576 0.43500631] [ 0.59350195 0.33673319 0.52243435 0.45650418 0.5105573 ] [ 0.18149289 0.67354261 0.44038198 0.76818161 0.61161311] [ 0.44255464 0.60812996 0.42830884 0.39037992 0.56897333] [ 0.72849113 0.43314485 0.37492348 0.4032789 0.46923111] [ 0.68128145 0.32737263 0.63565477 0.48103781 0.39787352] [ 0.62710307 0.41421797 0.65843777 0.48180295 0.39213127] [ 0.27048098 0.6518666 0.47171012 0.73335913 0.47673482] [ 0.47038653 0.60698752 0.54282965 0.67517887 0.45355145] [ 0.43900335 0.49420306 0.54333911 0.70575132 0.41644207] [ 0.8383473 0.45653515 0.59940203 0.17792443 0.42978901] [ 0.43946349 0.58135981 0.33496494 0.52198425 0.42106007] [ 0.38429053 0.4629486 0.51875719 0.58206059 0.58118422] [ 0.35064092 0.51204333 0.49928479 0.74009814 0.55057463] [ 0.39967487 0.48888307 0.46814231 0.66534638 0.38688144] [ 0.7503758 0.54516161 0.42242251 0.30725617 0.39723908] [ 0.49056827 0.43467652 0.52128754 0.61800699 0.43256711] [ 0.44654679 0.52928908 0.57190194 0.6244903 0.56701893] [ 0.70230783 0.26295843 0.55040485 0.25803973 0.41026864] [ 0.43463978 0.66772852 0.47779494 0.48653789 0.51781714] [ 0.85495364 0.45116154 0.42411543 0.42838549 0.42006482] [ 0.50543992 0.43622425 0.56474071 0.43369667 0.55198286] [ 0.48365248 0.58843526 0.46263397 0.71320067 0.36771744] [ 0.28894131 0.54292206 0.44669133 0.62232318 0.51241512] [ 0.20650125 0.5831626 0.58283278 0.81367432 0.55412141] [ 0.71358408 0.4105542 0.52467961 0.68496495 0.42631392] [ 0.54995077 0.53155272 0.40721794 0.6353152 0.28493236] [ 0.7578922 0.41965029 0.56547951 0.17883106 0.29718583] [ 0.32704717 0.71799982 0.35616674 0.74795125 0.39321839] [ 0.58347327 0.31620531 0.55959433 0.53113727 0.42216039] [ 0.50063106 0.54483982 0.47067899 0.58293806 0.52390346] [ 0.58882567 0.50255617 0.53311866 0.56881291 0.41071752] [ 0.84119002 0.3525249 0.70080211 0.15344198 0.34093414] [ 0.82173509 0.46337 0.49529178 0.33582091 0.37106817] [ 0.59106886 0.51915231 0.395441 0.70799595 0.36256643] [ 0.86633151 0.31687397 0.54431721 0.18594107 0.36606232] [ 0.43202131 0.50402164 0.58459122 0.77461491 0.48310206] [ 0.69967972 0.51586604 0.42570586 0.4405565 0.39694769] [ 0.49955685 0.68822443 0.41637118 0.55288198 0.44485316] [ 0.63451085 0.51003049 0.37693801 0.37970553 0.53155598] [ 0.20819996 0.47135529 0.44265017 0.62779896 0.62970259] [ 0.63238333 0.45090481 0.59889674 0.42393096 0.49090482] [ 0.33679174 0.52232739 0.44541519 0.75135705 0.40127446] [ 0.70301493 0.4595715 0.54406621 0.21973642 0.55072456] [ 0.32750491 0.62982704 0.51511692 0.58833011 0.44170279] [ 0.83724909 0.35676835 0.58593008 0.21876193 0.41310879] [ 0.64946047 0.48122935 0.43455448 0.31792262 0.34297405] [ 0.18920556 0.59540048 0.41807834 0.8905509 0.57128968] [ 0.65092363 0.55513521 0.43328411 0.42544977 0.5842717 ] [ 0.23562466 0.65074806 0.41995577 0.73513677 0.51213908] [ 0.80495515 0.50923765 0.36327733 0.33972485 0.39730741] [ 0.38660311 0.60812899 0.43907816 0.55122117 0.45495982] [ 0.52132738 0.49159477 0.47963613 0.547573 0.38303109] [ 0.77000985 0.42079404 0.59580816 0.18960194 0.32305953] [ 0.4490055 0.55300649 0.50231435 0.73702959 0.41199916] [ 0.3511788 0.70617099 0.38980533 0.64656239 0.46714856] [ 0.72230303 0.38727245 0.45173563 0.45699685 0.30177199] [ 0.81862347 0.37448478 0.65614606 0.19924214 0.41746111] [ 0.52943768 0.61464004 0.58063779 0.47914002 0.41734987] [ 0.59994915 0.51428086 0.4345933 0.60440412 0.60124111] [ 0.64386117 0.59119513 0.38834023 0.47453453 0.43118826] [ 0.69604315 0.38164802 0.35010551 0.42587587 0.41779916] [ 0.35183928 0.51141194 0.60434335 0.82695511 0.49891602] [ 0.42690684 0.44156249 0.55099988 0.49647051 0.56944346] [ 0.5334329 0.54735025 0.44026736 0.54045807 0.37377831] [ 0.20535166 0.59771394 0.42911113 0.78957485 0.64296972] [ 0.54579305 0.47347527 0.56402379 0.32917132 0.47470568] [ 0.58866385 0.64113445 0.50935535 0.40877556 0.54381037] [ 0.68069115 0.66576105 0.45290008 0.46832996 0.37702101] [ 0.29442789 0.61153893 0.4079359 0.71521022 0.48032625] [ 0.40193221 0.62687541 0.35269393 0.75502872 0.49477817] [ 0.41059756 0.56647784 0.43511187 0.56261956 0.35584569] [ 0.55876538 0.53229222 0.57828506 0.63860682 0.49631145] [ 0.32450957 0.59619848 0.49957388 0.71917516 0.50185055] [ 0.47553342 0.42490923 0.61225396 0.35447017 0.67013531] [ 0.45512461 0.57748904 0.51573785 0.64375723 0.40924135] [ 0.25962323 0.72435847 0.28276727 0.80782329 0.59994675] [ 0.42558138 0.58542213 0.47882098 0.57816953 0.57389064] [ 0.55722948 0.61305309 0.37745984 0.28873871 0.38702762] [ 0.67560096 0.51796605 0.42284376 0.44454384 0.38995602] [ 0.59160551 0.59635861 0.38060858 0.35765203 0.39038518] [ 0.70260827 0.3952047 0.62739918 0.25536156 0.45212003] [ 0.52857694 0.55256523 0.54322551 0.41479907 0.56362579] Progress: 52.4% ... Training loss: 0.456 ... Validation loss: 0.748[ 0.62183331 0.453242 0.56841881 0.35377845 0.41135672] [ 0.7087285 0.33243437 0.65868894 0.45478389 0.44228324] [ 0.28932672 0.74741159 0.3392842 0.86835303 0.50646888] [ 0.43375272 0.47763094 0.36443063 0.55424786 0.39178948] [ 0.47927062 0.59204573 0.50753791 0.69641313 0.56654483] [ 0.65426216 0.40512529 0.37278703 0.24124123 0.30922229] [ 0.48756177 0.62020095 0.39109299 0.55668836 0.38544407] [ 0.85446863 0.53082798 0.38289943 0.43858359 0.36308054] [ 0.40175827 0.62695081 0.45843694 0.69667414 0.53153929] [ 0.14300679 0.60540518 0.41648647 0.886392 0.56406875] [ 0.6210345 0.68110312 0.24134127 0.60370696 0.44494293] [ 0.5945823 0.44131582 0.33342316 0.45517382 0.50373329] [ 0.43889891 0.53530126 0.48710688 0.71995572 0.4433596 ] [ 0.75660523 0.32728899 0.61299535 0.40996027 0.41163681] [ 0.83533932 0.36140972 0.54149814 0.13819801 0.44747098] [ 0.60367384 0.44517908 0.64742234 0.24717723 0.34850092] [ 0.55169859 0.56358217 0.32324897 0.65736058 0.54420277] [ 0.6654988 0.43119622 0.38699215 0.50163678 0.41015376] [ 0.4937604 0.53051841 0.50655731 0.65722634 0.44584545] [ 0.90837739 0.45155777 0.45615676 0.21542538 0.30562503] [ 0.46239563 0.4956343 0.51219135 0.63021617 0.39292035] [ 0.77423897 0.45168961 0.54036952 0.20322366 0.33277246] [ 0.7297858 0.57036723 0.43812664 0.32668876 0.34158673] [ 0.63150501 0.54242192 0.43763558 0.43360495 0.32975983] [ 0.57549693 0.431491 0.5853046 0.60369515 0.42302423] [ 0.73606977 0.57458157 0.42889542 0.33578021 0.33555642] [ 0.26821873 0.61580716 0.44947003 0.68538024 0.56315717] [ 0.61111883 0.48212928 0.53202135 0.61688913 0.39505162] [ 0.41784739 0.63449483 0.36780557 0.60057038 0.46939475] [ 0.50436947 0.50133202 0.52863256 0.37964039 0.48809192] [ 0.78969372 0.40827695 0.6006997 0.27567967 0.38802629] [ 0.72883278 0.36037154 0.50131381 0.28712758 0.34007136] [ 0.54051199 0.50335356 0.43620504 0.62361156 0.52572201] [ 0.54156838 0.57270077 0.40485879 0.41205636 0.43592455] [ 0.34438633 0.59453299 0.35287686 0.61492971 0.55167493] [ 0.72120494 0.48604399 0.52401802 0.22657331 0.42245448] [ 0.56787583 0.59298719 0.51616703 0.226123 0.42589611] [ 0.31669056 0.61613693 0.53600166 0.79341336 0.631175 ] [ 0.5498487 0.61169333 0.3850926 0.693816 0.53865039] [ 0.80517151 0.36757317 0.55551788 0.58806316 0.37540772] [ 0.6115196 0.3826749 0.68634933 0.63951555 0.43499492] [ 0.37706968 0.42683285 0.41752389 0.63577934 0.46912465] [ 0.36195408 0.55684451 0.43617024 0.64955752 0.43359404] [ 0.8210243 0.40787562 0.59040979 0.17686491 0.3754203 ] [ 0.47499659 0.59285343 0.23888586 0.72724347 0.4765119 ] [ 0.34176888 0.65854691 0.42008956 0.74953186 0.45057559] [ 0.6532107 0.58738567 0.5199417 0.45012914 0.38110242] [ 0.69206179 0.39359421 0.53379688 0.20027995 0.47996949] [ 0.68623666 0.40582053 0.72690483 0.60054704 0.39887816] [ 0.72083881 0.4832688 0.54647085 0.15961565 0.42377195] [ 0.64904675 0.50057816 0.53025527 0.26438549 0.34358076] [ 0.68397867 0.60340472 0.5083013 0.56283498 0.50024099] [ 0.83148225 0.5086618 0.53720166 0.39940603 0.37114945] [ 0.59048559 0.59463132 0.3886032 0.42450973 0.38455963] [ 0.33214535 0.62044609 0.37962482 0.80522138 0.67588416] [ 0.41008132 0.63075989 0.36411325 0.61216677 0.47125146] [ 0.43542285 0.4612676 0.60609238 0.72657677 0.35899715] [ 0.36770178 0.58231707 0.42733746 0.72186289 0.60280988] [ 0.50274681 0.53836061 0.54416358 0.62476481 0.55536305] [ 0.23582703 0.57930898 0.50100434 0.8153505 0.54618594] [ 0.52381644 0.5877968 0.43461599 0.49527176 0.43550832] [ 0.32411112 0.58489446 0.37306042 0.73168517 0.60858745] [ 0.39248641 0.53393944 0.2814211 0.73602847 0.47031927] [ 0.5943551 0.42541194 0.41098775 0.46515514 0.35705675] [ 0.76904006 0.43094352 0.62573506 0.24657331 0.46370488] [ 0.69100893 0.48001248 0.50321483 0.34018949 0.43045966] [ 0.7193558 0.50982821 0.41982732 0.40026521 0.39042685] [ 0.19699308 0.70129483 0.42760512 0.82094365 0.54885402] [ 0.26653595 0.49331045 0.39848419 0.65533769 0.49565752] [ 0.58759304 0.42209694 0.4918182 0.51757267 0.50354031] [ 0.568106 0.52088233 0.37904849 0.44245082 0.31137531] [ 0.59501695 0.48033984 0.46800416 0.50539104 0.40251193] [ 0.48762455 0.64878831 0.46265753 0.66529094 0.51290719] [ 0.34485444 0.6171534 0.50067498 0.725418 0.65669783] [ 0.73770038 0.47604943 0.61751694 0.38388431 0.38217993] [ 0.20041553 0.65166835 0.47106604 0.79101915 0.56315363] [ 0.32707693 0.56677643 0.42647125 0.81006178 0.43425785] [ 0.69503208 0.49643717 0.48049564 0.30909573 0.3593738 ] [ 0.72299694 0.50466548 0.37932398 0.32851493 0.35714448] [ 0.5842816 0.60580827 0.35403261 0.40665275 0.46379107] [ 0.70457448 0.32571364 0.62545939 0.42924884 0.43137838] [ 0.59206764 0.42519449 0.58787663 0.56365073 0.45972561] [ 0.51753713 0.48317151 0.48116031 0.8249766 0.49835492] [ 0.1363473 0.63149497 0.42383411 0.84560316 0.58371246] [ 0.84769915 0.41755956 0.48484049 0.20960903 0.441334 ] [ 0.70972688 0.28031699 0.37418303 0.22070023 0.40092707] [ 0.47736709 0.56412036 0.55488307 0.63425083 0.43435807] [ 0.71078666 0.32798633 0.54411225 0.29413383 0.43523752] [ 0.3101001 0.48902977 0.64891412 0.77217187 0.65772593] [ 0.64186646 0.4728849 0.45060092 0.29155161 0.36992081] [ 0.24496743 0.73827454 0.32676938 0.80960332 0.44876528] [ 0.66956761 0.39577147 0.54423085 0.38556183 0.4188269 ] [ 0.38387421 0.51302574 0.46310853 0.73370065 0.47008303] [ 0.58337459 0.4716233 0.51368628 0.660811 0.32403496] [ 0.32219931 0.53593217 0.51918189 0.83010668 0.67758307] [ 0.73616305 0.363795 0.52350416 0.33889567 0.25497311] [ 0.61378932 0.44788658 0.4413174 0.43860385 0.27062905] [ 0.51586472 0.50138879 0.40830271 0.59911552 0.60850955] [ 0.82459474 0.42921007 0.48282816 0.216644 0.42604786] [ 0.34015023 0.51821069 0.56264439 0.71319993 0.3746952 ] [ 0.59141446 0.50337345 0.44261909 0.29240484 0.33832207] [ 0.37674144 0.58949313 0.39777495 0.53025768 0.6063172 ] [ 0.54343357 0.49462468 0.48089206 0.4732342 0.43563811] [ 0.77310104 0.37862682 0.48019452 0.17988561 0.42463354] [ 0.72098829 0.37121892 0.68630652 0.51578311 0.36277078] [ 0.43365181 0.59944547 0.55861296 0.62708553 0.37741033] [ 0.63213673 0.64306763 0.41639799 0.53149864 0.56824851] [ 0.7793829 0.39342978 0.49509103 0.16784887 0.37202525] [ 0.37626267 0.58091007 0.46063557 0.69261534 0.38602354] [ 0.56609901 0.58381735 0.57946346 0.47325508 0.45032952] [ 0.47008469 0.62440991 0.61678566 0.6193697 0.58716182] [ 0.68130659 0.59402609 0.37411998 0.50675155 0.26124713] [ 0.44246759 0.62562212 0.33948829 0.65743027 0.3786381 ] [ 0.74270712 0.63158111 0.3393834 0.7266415 0.46122348] [ 0.28263132 0.66838123 0.36643299 0.65564537 0.60779242] [ 0.29083845 0.53917329 0.41148839 0.69258958 0.51930617] [ 0.49249241 0.49282828 0.57495908 0.73676008 0.44119845] [ 0.59431289 0.48393813 0.6271829 0.5429817 0.53952118] [ 0.64039622 0.47984064 0.54931729 0.61185611 0.35549321] [ 0.53855192 0.35664014 0.53296427 0.43736134 0.51396108] [ 0.18769324 0.54296319 0.5316167 0.70668922 0.60683939] [ 0.89895482 0.34821308 0.60635052 0.12746753 0.29206376] [ 0.83005559 0.54885275 0.5025955 0.39717703 0.39743574] [ 0.28442149 0.49209103 0.5102476 0.71910236 0.53887898] [ 0.46723383 0.63573513 0.50767513 0.66380271 0.4493438 ] [ 0.64269673 0.56087006 0.55729325 0.59588648 0.57166256] [ 0.46986639 0.49787104 0.49137991 0.62233112 0.39924038] [ 0.75238002 0.36514723 0.58769633 0.41280381 0.34786717] Progress: 52.4% ... Training loss: 0.455 ... Validation loss: 0.747[ 0.70505956 0.32006777 0.57711561 0.49529991 0.42856487] [ 0.80429823 0.38596632 0.44159955 0.24518393 0.36425698] [ 0.56273966 0.65011579 0.268266 0.73672488 0.41303934] [ 0.73483744 0.47604346 0.59184141 0.45668261 0.41256303] [ 0.76131187 0.49093011 0.5640025 0.46717186 0.49482246] [ 0.55995443 0.42841095 0.53120276 0.68428474 0.32260427] [ 0.59652571 0.56342692 0.41086296 0.66417997 0.34052651] [ 0.43908772 0.53105674 0.50206569 0.65571981 0.38794763] [ 0.68440671 0.45611515 0.33720944 0.42208318 0.40664174] [ 0.73861774 0.41617435 0.63045966 0.5925617 0.41867781] [ 0.42579634 0.59194231 0.47893718 0.80200159 0.60191239] [ 0.67624142 0.68118946 0.49869417 0.40390835 0.57307326] [ 0.28572565 0.71026258 0.38651473 0.68830835 0.58492054] [ 0.58362904 0.60315693 0.52593238 0.48063494 0.42727013] [ 0.66299565 0.51764402 0.54093628 0.44480091 0.43835296] [ 0.80395414 0.52800619 0.48799626 0.40047974 0.38996877] [ 0.60386813 0.4093859 0.65069973 0.56425027 0.48060409] [ 0.34610952 0.54097097 0.45291404 0.71908671 0.51785228] [ 0.71611999 0.32671159 0.59808667 0.65599365 0.4138862 ] [ 0.4575268 0.56760308 0.35057092 0.54674972 0.33792848] [ 0.54654461 0.5748989 0.50512851 0.60930785 0.37457718] [ 0.80880734 0.37106047 0.51023302 0.32445924 0.35957074] [ 0.53688632 0.69442301 0.38291755 0.56778245 0.4601945 ] [ 0.80096843 0.4514029 0.53834063 0.24471144 0.39474001] [ 0.77862723 0.47149925 0.56757987 0.45958321 0.41565821] [ 0.5476784 0.59451895 0.40987196 0.37828249 0.44284579] [ 0.40854717 0.45660889 0.50869634 0.55294542 0.61787838] [ 0.66629625 0.65740811 0.42479432 0.394589 0.42260484] [ 0.58484339 0.59405736 0.46451752 0.46595952 0.40366198] [ 0.34657389 0.62374215 0.49491963 0.56129754 0.45283995] [ 0.27880995 0.5940606 0.515885 0.7323937 0.55665225] [ 0.54570069 0.56894042 0.31467211 0.63749504 0.34927382] [ 0.80852838 0.36908298 0.48389514 0.34068304 0.44903821] [ 0.38732621 0.67265464 0.3995219 0.66287761 0.57578532] [ 0.72281249 0.4872547 0.58600988 0.23389454 0.57126189] [ 0.43197554 0.61106856 0.32534656 0.69895629 0.33772341] [ 0.70709996 0.26704295 0.39033397 0.25536868 0.37802142] [ 0.78112732 0.40719436 0.62494837 0.32035829 0.48306723] [ 0.33933886 0.72874622 0.40766998 0.77443627 0.52192156] [ 0.37518168 0.63285185 0.35643738 0.64419183 0.54652031] [ 0.41861624 0.54887684 0.60729729 0.4833641 0.4949488 ] [ 0.37216969 0.53074237 0.36875757 0.72918598 0.46558299] [ 0.66663669 0.60135911 0.25389597 0.4700145 0.25554447] [ 0.5455385 0.43426483 0.48683139 0.49795443 0.49764253] [ 0.43887257 0.53372867 0.4295492 0.46364029 0.60647503] [ 0.49101683 0.51060709 0.54595069 0.42176781 0.49188588] [ 0.47141196 0.53554296 0.45719275 0.58089621 0.47073202] [ 0.56409861 0.48945525 0.3937186 0.35440653 0.41294971] [ 0.46157281 0.67823685 0.42542338 0.52683103 0.35264688] [ 0.51485224 0.69881932 0.36105422 0.73316923 0.42098945] [ 0.82530652 0.362351 0.58887005 0.17717366 0.42694798] [ 0.17671268 0.6252083 0.4509797 0.89443693 0.62514027] [ 0.43386949 0.49530731 0.59101445 0.554209 0.47878789] [ 0.42921995 0.41475343 0.55836425 0.61810305 0.47344257] [ 0.71450244 0.37441785 0.61668929 0.33381506 0.46417203] [ 0.5876866 0.5177176 0.48477956 0.47174746 0.56133673] [ 0.5332873 0.4165948 0.52710844 0.6521428 0.47158063] [ 0.49064745 0.47417313 0.44062328 0.81635564 0.46713188] [ 0.33037141 0.46169632 0.52332659 0.665659 0.50977916] [ 0.44967978 0.55060034 0.48533977 0.32429261 0.44831863] [ 0.58010656 0.55348691 0.51344782 0.56637102 0.49635741] [ 0.57585343 0.54696866 0.41555021 0.47533205 0.40314832] [ 0.42419614 0.47086397 0.49419619 0.4786225 0.50704315] [ 0.38570872 0.64711944 0.57417656 0.57983129 0.6154627 ] [ 0.35989514 0.71199653 0.47081 0.66828994 0.3996876 ] [ 0.79954906 0.34693276 0.52046341 0.35566735 0.35115298] [ 0.66353918 0.56357232 0.59004075 0.37467399 0.5209347 ] [ 0.5116337 0.43007633 0.6220039 0.5960156 0.42087582] [ 0.75899979 0.38785336 0.58897599 0.42409473 0.43749274] [ 0.68964704 0.2881949 0.59845577 0.37595668 0.42799393] [ 0.68509349 0.48902646 0.55366081 0.16148492 0.48206581] [ 0.61360853 0.38905682 0.52006566 0.26034174 0.47955457] [ 0.59147747 0.53425756 0.45799829 0.4789967 0.43766878] [ 0.63192923 0.46811584 0.38370748 0.40952638 0.41586795] [ 0.49879425 0.54465555 0.53481603 0.77436171 0.48614077] [ 0.65181475 0.54612904 0.49722177 0.37179271 0.40401701] [ 0.49501162 0.41704542 0.53801679 0.54526971 0.43664071] [ 0.43763905 0.42545567 0.44114644 0.48069843 0.46146649] [ 0.47525079 0.70209245 0.25570858 0.47157896 0.3775924 ] [ 0.57138512 0.49644921 0.44456268 0.51980952 0.54970593] [ 0.55820618 0.56499118 0.42220177 0.59138959 0.51340935] [ 0.4505858 0.51105715 0.56158966 0.41918446 0.63036778] [ 0.6306607 0.61303971 0.51034907 0.50239574 0.59567245] [ 0.45480596 0.57774012 0.52045157 0.63291644 0.44822905] [ 0.81437633 0.41009269 0.57112926 0.21759958 0.42746676] [ 0.53535172 0.42218432 0.58872446 0.38185494 0.3634843 ] [ 0.28957854 0.54156738 0.49114985 0.73075548 0.68253567] [ 0.25196232 0.6687537 0.40884073 0.75414353 0.54562346] [ 0.7312067 0.51642293 0.41262315 0.41200441 0.44109483] [ 0.76599728 0.36940475 0.51074748 0.2359535 0.34208894] [ 0.36618291 0.53700517 0.43173136 0.71110427 0.70089921] [ 0.58412891 0.53403914 0.53457635 0.57773005 0.47894311] [ 0.18302879 0.60153494 0.46517828 0.88107865 0.57803296] [ 0.75761744 0.38850187 0.53395776 0.23922083 0.40427713] [ 0.40742036 0.43172967 0.46507995 0.64352501 0.34207026] [ 0.52807689 0.57959434 0.40948691 0.48062824 0.45603214] [ 0.68569103 0.45405369 0.48491298 0.22385534 0.42617459] [ 0.62263465 0.6803704 0.24153193 0.60259205 0.44466912] [ 0.31765668 0.56811714 0.52061143 0.69611394 0.42709231] [ 0.52284759 0.5385087 0.48799323 0.79600648 0.5361034 ] [ 0.54017472 0.59572134 0.44726113 0.57454223 0.53045053] [ 0.75128794 0.51804948 0.42914553 0.32020314 0.40758993] [ 0.72387396 0.56603571 0.5115047 0.35940233 0.59394632] [ 0.82812866 0.4103145 0.58007846 0.17151541 0.45175727] [ 0.70148465 0.26334348 0.55022527 0.25852725 0.4104262 ] [ 0.61439824 0.42005245 0.45608699 0.33906614 0.38380951] [ 0.79212866 0.41657694 0.54980109 0.43585283 0.43259546] [ 0.38478339 0.53183807 0.52524074 0.75667908 0.58883514] [ 0.60394274 0.37623108 0.57655464 0.58953709 0.43401007] [ 0.36208952 0.70219302 0.3843435 0.58688124 0.46032381] [ 0.58330098 0.57188911 0.45726838 0.38892938 0.3788933 ] [ 0.69750635 0.39443884 0.46160602 0.32156584 0.34998247] [ 0.54114086 0.67361991 0.47911706 0.52001858 0.54012704] [ 0.72782259 0.53123174 0.36497357 0.29500917 0.45046264] [ 0.39202321 0.60357707 0.37635556 0.45670865 0.5262128 ] [ 0.36712623 0.62110629 0.35379476 0.45152691 0.39853243] [ 0.59540415 0.50635454 0.46894634 0.67157854 0.47689537] [ 0.43945147 0.43926079 0.69627654 0.61207854 0.51451297] [ 0.27362165 0.58919946 0.38641702 0.64713127 0.59163535] [ 0.76446732 0.32093048 0.58652541 0.16865489 0.35060107] [ 0.80049791 0.43319673 0.62059541 0.57063723 0.35754195] [ 0.88473366 0.36475204 0.49855077 0.26808719 0.35875563] [ 0.50946483 0.45855992 0.49526378 0.60443638 0.43297229] [ 0.25011964 0.65579458 0.44492968 0.63028681 0.38124067] [ 0.28046449 0.70309821 0.28009312 0.82335261 0.62445562] [ 0.67740848 0.39293558 0.54783955 0.58031828 0.44779093] [ 0.55080384 0.61279328 0.44876351 0.59387754 0.37569022] [ 0.73712033 0.53811318 0.34473124 0.31540858 0.34513272] Progress: 52.5% ... Training loss: 0.455 ... Validation loss: 0.747[ 0.56684081 0.33342961 0.50287529 0.38050887 0.51543914] [ 0.67456784 0.59475682 0.36665458 0.69413717 0.35225301] [ 0.45496928 0.57087286 0.54185129 0.86184735 0.54150514] [ 0.34550322 0.58387918 0.33376852 0.72630926 0.60706257] [ 0.38806555 0.57127047 0.45025779 0.80427282 0.54082423] [ 0.38160859 0.64299659 0.31235888 0.62584887 0.47990248] [ 0.58904704 0.54788657 0.52200731 0.46451309 0.47236151] [ 0.64596318 0.48650641 0.5059554 0.2378796 0.47979436] [ 0.3537123 0.5068263 0.34416925 0.55521787 0.39469924] [ 0.84480507 0.6039601 0.54571514 0.40301459 0.38356704] [ 0.62980088 0.53303898 0.44692299 0.31820875 0.41343983] [ 0.73464091 0.50071202 0.37236985 0.27632332 0.2482688 ] [ 0.61179327 0.42144168 0.35817862 0.38212493 0.2948171 ] [ 0.49480628 0.6142796 0.42541062 0.41701884 0.29573382] [ 0.27429747 0.61940068 0.34281205 0.77836412 0.50440738] [ 0.78572076 0.42637696 0.49430208 0.17161233 0.32849763] [ 0.45706632 0.60153795 0.52578984 0.82747006 0.53646564] [ 0.12318247 0.69657571 0.45846736 0.78703478 0.69017675] [ 0.30087124 0.56191444 0.32747007 0.88255287 0.6465633 ] [ 0.48463806 0.59970469 0.32883358 0.57928801 0.40205685] [ 0.47328409 0.55288867 0.53539626 0.67075038 0.60679304] [ 0.61833382 0.51620527 0.61535761 0.35833949 0.43265348] [ 0.77940931 0.44642164 0.62911906 0.53742453 0.39398711] [ 0.53175722 0.3786061 0.45135219 0.43373145 0.54671526] [ 0.61172894 0.45942749 0.43050743 0.4360683 0.53009602] [ 0.55108754 0.45234972 0.44522495 0.56349061 0.38830823] [ 0.80145223 0.32932349 0.5915793 0.26188794 0.37903646] [ 0.70115681 0.39731343 0.54791231 0.49368509 0.43005832] [ 0.73388022 0.36699662 0.38028754 0.46075105 0.26328903] [ 0.5891637 0.43982992 0.28690911 0.58524491 0.38403852] [ 0.50959231 0.38706341 0.62380194 0.2969165 0.53400945] [ 0.46984054 0.48147309 0.64108955 0.67387857 0.43855791] [ 0.76140258 0.48804397 0.46867041 0.30329816 0.40044925] [ 0.86846606 0.35582971 0.58495427 0.25514038 0.39944887] [ 0.36151656 0.62573408 0.45498826 0.51747124 0.61922677] [ 0.48409618 0.59861146 0.43401305 0.49105936 0.64158287] [ 0.55346811 0.6262339 0.3718858 0.66569952 0.36518652] [ 0.43428386 0.55864451 0.49198818 0.78305361 0.45926494] [ 0.45786528 0.50947008 0.53569862 0.61954337 0.57764061] [ 0.64688975 0.55109074 0.56630432 0.43667136 0.44427873] [ 0.53091989 0.67992937 0.44855078 0.57047611 0.40738545] [ 0.15785731 0.68051676 0.48439384 0.82274662 0.679191 ] [ 0.21556248 0.69222377 0.43853818 0.7577771 0.5586114 ] [ 0.48940141 0.52146342 0.4550963 0.41578618 0.4387924 ] [ 0.40967007 0.57109097 0.52275141 0.73198619 0.66434739] [ 0.50690951 0.48309073 0.44152857 0.65667456 0.36507498] [ 0.38828656 0.48539179 0.48044245 0.56039075 0.60918238] [ 0.72235021 0.48955838 0.66800898 0.3814747 0.44824894] [ 0.54171234 0.44332857 0.57913614 0.55287838 0.37766592] [ 0.47726406 0.63355778 0.40923991 0.50026697 0.48110298] [ 0.5154449 0.42882348 0.48703334 0.68784771 0.34431621] [ 0.70725501 0.6236641 0.34918248 0.51338347 0.46555487] [ 0.52181795 0.444662 0.58381293 0.30487761 0.47837694] [ 0.48025363 0.56224611 0.5312762 0.76707909 0.63485616] [ 0.8047868 0.53304633 0.34403302 0.34960466 0.3742734 ] [ 0.54995997 0.47107255 0.49074504 0.68000546 0.39869792] [ 0.75041157 0.27973956 0.45094732 0.20237932 0.33574989] [ 0.33694877 0.67545405 0.44687613 0.59373014 0.37329076] [ 0.76048725 0.47501442 0.47884859 0.33340219 0.43553761] [ 0.74250465 0.43268279 0.61628599 0.31629103 0.43169022] [ 0.61531818 0.44085141 0.6113296 0.43412735 0.34136487] [ 0.63898877 0.61277543 0.47671659 0.43746406 0.39983561] [ 0.79454473 0.46066099 0.51215956 0.3224164 0.45743885] [ 0.67705566 0.36519092 0.62685303 0.51750683 0.45760618] [ 0.79499705 0.37167308 0.54794091 0.34740319 0.41927853] [ 0.45232852 0.44204685 0.45828459 0.63339203 0.49946292] [ 0.29538638 0.43069259 0.46019544 0.77991478 0.4846811 ] [ 0.34665402 0.49849086 0.40279218 0.77866231 0.43213408] [ 0.54386493 0.54629538 0.39174748 0.54164235 0.56594865] [ 0.47122276 0.62989944 0.34810691 0.68392016 0.36745059] [ 0.21067019 0.71024995 0.36568264 0.76495483 0.5149861 ] [ 0.80968072 0.49863801 0.59628506 0.20610641 0.45155635] [ 0.56027166 0.43191822 0.39186604 0.49918072 0.53631754] [ 0.53623187 0.50958302 0.52214458 0.43884289 0.35048694] [ 0.33429526 0.58416591 0.5439152 0.77491994 0.46856829] [ 0.24131133 0.67010709 0.38073821 0.61327069 0.49399028] [ 0.63153724 0.47533325 0.45900984 0.41927592 0.44144013] [ 0.6106645 0.4342129 0.68097294 0.45418523 0.4859498 ] [ 0.4560279 0.39963222 0.43937298 0.56178669 0.57745524] [ 0.23328134 0.70565104 0.33371422 0.80621341 0.49529015] [ 0.67343293 0.48362226 0.47755526 0.35119708 0.48861563] [ 0.52901827 0.62438468 0.26952883 0.57736728 0.34838249] [ 0.59873597 0.64286071 0.42998232 0.61447134 0.56092493] [ 0.73726303 0.4396408 0.56360036 0.41838061 0.41624526] [ 0.49120406 0.33957119 0.63381122 0.56201347 0.57444106] [ 0.39571896 0.58900596 0.54150763 0.75786272 0.57858021] [ 0.69749098 0.48557493 0.5515631 0.4708663 0.37310348] [ 0.42304864 0.61870486 0.41106775 0.63076269 0.30985772] [ 0.56042191 0.44771676 0.43974737 0.3906841 0.54296999] [ 0.44373569 0.42426328 0.47831211 0.75434779 0.46750082] [ 0.68237643 0.58268767 0.47841455 0.47958027 0.27850585] [ 0.75766328 0.38116326 0.54162516 0.19687498 0.40363137] [ 0.70132477 0.41144988 0.59097049 0.58585791 0.36443011] [ 0.69997036 0.42484486 0.44941983 0.35086783 0.33282912] [ 0.815569 0.37353684 0.61626346 0.36049404 0.42825884] [ 0.56461942 0.6026043 0.37867354 0.46198509 0.50944508] [ 0.32693326 0.5834343 0.37354308 0.73018135 0.6080922 ] [ 0.59433491 0.48391638 0.6271781 0.54287541 0.5395484 ] [ 0.59678572 0.62556528 0.50000097 0.35747245 0.65335448] [ 0.27104282 0.55399625 0.56153926 0.75607226 0.63374557] [ 0.33309319 0.53820305 0.36657248 0.79779328 0.44094776] [ 0.64629172 0.40918987 0.4949809 0.57350034 0.33290231] [ 0.31483627 0.64435496 0.51925546 0.63751577 0.46924922] [ 0.37361839 0.61027698 0.36192389 0.84633027 0.38849057] [ 0.64790916 0.37947791 0.62794873 0.34611696 0.47698549] [ 0.74213989 0.42765279 0.50721503 0.52879729 0.3612639 ] [ 0.65712866 0.4581566 0.55162495 0.21773395 0.54627359] [ 0.56034564 0.55034583 0.48630409 0.59741825 0.41994245] [ 0.7813235 0.48227908 0.32534392 0.29566862 0.26646423] [ 0.72088394 0.46300779 0.55019601 0.43537571 0.52271903] [ 0.30869802 0.60676318 0.36880721 0.83177743 0.52872755] [ 0.67898912 0.48647071 0.47801582 0.36221409 0.48303913] [ 0.26789459 0.68519933 0.43010301 0.7128032 0.50826225] [ 0.70847454 0.56073009 0.58833302 0.47861516 0.43921218] [ 0.68280529 0.52344607 0.53939141 0.61514055 0.38720506] [ 0.60294943 0.33948486 0.46558839 0.55735897 0.37642684] [ 0.29904322 0.57635122 0.50474998 0.75921689 0.61713924] [ 0.50465976 0.50519493 0.57682347 0.70328453 0.37374372] [ 0.50787904 0.41697517 0.58317481 0.71742777 0.51048944] [ 0.68712721 0.52667068 0.5161341 0.55116066 0.36976378] [ 0.79131376 0.48908292 0.36433039 0.27862374 0.40070071] [ 0.75771396 0.41420669 0.49861784 0.38013892 0.38806524] [ 0.48803796 0.49962422 0.50101318 0.60395889 0.65077062] [ 0.52004621 0.41842651 0.40992915 0.48016822 0.50397784] [ 0.67343575 0.35652444 0.61759951 0.57771689 0.37479813] [ 0.60240766 0.51251443 0.60133429 0.37683338 0.34982405] [ 0.68841135 0.62149637 0.41491919 0.42166193 0.49493148] [ 0.58088051 0.42892803 0.48915387 0.43125465 0.42003181] Progress: 52.5% ... Training loss: 0.455 ... Validation loss: 0.747[ 0.62117491 0.50741833 0.420042 0.34361198 0.31657413] [ 0.70081906 0.45142157 0.63938016 0.54978145 0.35803118] [ 0.64550958 0.42642274 0.54360739 0.28087654 0.43863461] [ 0.80588492 0.36111533 0.59775959 0.23079383 0.41697612] [ 0.64002649 0.61990999 0.45835768 0.5578192 0.40545126] [ 0.31379963 0.54579111 0.62475338 0.75004484 0.41791966] [ 0.70378553 0.40000823 0.58913246 0.2990717 0.40405077] [ 0.43249384 0.56041074 0.45763709 0.63642155 0.40782752] [ 0.65944885 0.53416824 0.52749722 0.41451557 0.50308914] [ 0.33166058 0.46998552 0.47354272 0.63875394 0.54324009] [ 0.45678993 0.53790935 0.52086638 0.77750671 0.4260557 ] [ 0.51076037 0.54202263 0.35879657 0.57919207 0.4094623 ] [ 0.76721609 0.49954179 0.56329216 0.24207583 0.45678552] [ 0.80182406 0.44462194 0.58499547 0.33534748 0.40196746] [ 0.54195389 0.49539457 0.48055805 0.47403579 0.43592215] [ 0.25563292 0.63675472 0.3965907 0.81674402 0.46958189] [ 0.45005447 0.48556046 0.58680998 0.54756565 0.54826201] [ 0.40726412 0.57401773 0.46775674 0.6762886 0.60154642] [ 0.3131079 0.66832934 0.46618438 0.56301356 0.4759591 ] [ 0.89073417 0.40950771 0.48430668 0.23382074 0.32348255] [ 0.31665019 0.62052624 0.54033894 0.81257738 0.48583694] [ 0.42530067 0.52749212 0.53175491 0.47162819 0.5876583 ] [ 0.45437604 0.53237229 0.49247193 0.52553252 0.43977708] [ 0.74458981 0.54463854 0.51756451 0.49692945 0.38413216] [ 0.3888826 0.54378719 0.47819195 0.80982217 0.50644814] [ 0.61649996 0.41770526 0.57394143 0.59244082 0.35796469] [ 0.49390852 0.61082684 0.52722316 0.35891917 0.5203591 ] [ 0.40205498 0.55694942 0.42412279 0.72162267 0.59309245] [ 0.547578 0.44824748 0.39428681 0.57599664 0.37725684] [ 0.57327542 0.47104611 0.52301772 0.34852802 0.4844418 ] [ 0.67435294 0.46994297 0.36699814 0.40163791 0.41462232] [ 0.71834194 0.41027017 0.55439919 0.26692479 0.46576792] [ 0.36286754 0.51061238 0.57104211 0.74558344 0.56689305] [ 0.74111005 0.52730758 0.60249454 0.40424344 0.42605851] [ 0.33939008 0.68778024 0.3306233 0.70283073 0.53952464] [ 0.71935718 0.57572661 0.3970853 0.38272425 0.36240874] [ 0.82128992 0.6067326 0.25559431 0.39582271 0.27396121] [ 0.24517465 0.54918738 0.42122408 0.82892423 0.4332534 ] [ 0.55172037 0.60847983 0.48980912 0.49883791 0.39386532] [ 0.22973702 0.65325802 0.3611156 0.77206118 0.46403144] [ 0.58844766 0.45870903 0.38103995 0.34075676 0.34266931] [ 0.83648186 0.53676823 0.45980177 0.40348636 0.41924864] [ 0.67893768 0.37110047 0.63109176 0.42751576 0.41522658] [ 0.64766736 0.51672657 0.49351682 0.25395081 0.47512462] [ 0.73484331 0.64197011 0.46835278 0.46884918 0.55878513] [ 0.39814257 0.76473736 0.3770195 0.73259181 0.54579673] [ 0.66400951 0.4925974 0.58327317 0.22787428 0.5332884 ] [ 0.85791906 0.41593872 0.59948515 0.24663551 0.37440547] [ 0.57019065 0.60717711 0.46812147 0.5823459 0.46002448] [ 0.78059599 0.34444562 0.45494321 0.4153312 0.49517529] [ 0.79087191 0.41452022 0.48697404 0.23503727 0.30156638] [ 0.73912861 0.51768774 0.35966647 0.48023075 0.38638373] [ 0.38034827 0.50741484 0.37230874 0.69216187 0.37391214] [ 0.45979284 0.69845214 0.31843893 0.71506846 0.56202713] [ 0.55989059 0.54095724 0.43904026 0.62741703 0.37195069] [ 0.70710416 0.53669067 0.34927162 0.63908137 0.41292007] [ 0.55904298 0.40961972 0.38079958 0.41321642 0.43663114] [ 0.48874153 0.59489087 0.40915187 0.55034433 0.43148071] [ 0.63159105 0.54249654 0.43755438 0.43344029 0.32984641] [ 0.73498051 0.4021791 0.37776388 0.36501596 0.49072132] [ 0.70377374 0.41325299 0.55799326 0.48607363 0.48787758] [ 0.5803385 0.57362786 0.36021081 0.28030031 0.39936261] [ 0.36499073 0.61907438 0.56943274 0.64988594 0.52895917] [ 0.34690517 0.62166907 0.39038187 0.65486559 0.35752388] [ 0.26840929 0.74109853 0.25303174 0.8507025 0.58007333] [ 0.61496579 0.58531836 0.36364484 0.49608305 0.45104835] [ 0.59216549 0.53647691 0.44831783 0.58239878 0.39895006] [ 0.59337809 0.51081414 0.48540848 0.36981826 0.43127678] [ 0.4387812 0.56678506 0.36829661 0.5636762 0.4696522 ] [ 0.43456224 0.5587387 0.49192958 0.78303269 0.45931274] [ 0.4678902 0.50266009 0.5578421 0.56344799 0.42962534] [ 0.30706376 0.6884552 0.32978272 0.81478909 0.46534373] [ 0.69064412 0.38325707 0.64622191 0.38462286 0.42767399] [ 0.57127536 0.55278079 0.35733774 0.37230451 0.33313207] [ 0.78427479 0.47175981 0.59094546 0.32889643 0.45721344] [ 0.81442037 0.49862161 0.4985818 0.47774152 0.36783403] [ 0.76197492 0.45062166 0.38563564 0.48380582 0.45368526] [ 0.64453691 0.33507883 0.51709098 0.41805806 0.46079452] [ 0.51670356 0.52641543 0.29044647 0.52713213 0.3695871 ] [ 0.46153305 0.64939582 0.3292355 0.66227995 0.38546706] [ 0.56643857 0.51379702 0.42342941 0.58807113 0.58333245] [ 0.67076237 0.4545803 0.53749267 0.58096853 0.34952771] [ 0.60270356 0.42269094 0.41513023 0.53606114 0.37738454] [ 0.53341853 0.4612781 0.56481441 0.55323161 0.42422111] [ 0.38014713 0.57035034 0.52775536 0.37009854 0.39681957] [ 0.45901622 0.54844771 0.46227973 0.71296683 0.5236399 ] [ 0.49926405 0.52794873 0.53516951 0.65377056 0.45648618] [ 0.70329877 0.54919233 0.55618548 0.49595081 0.39217487] [ 0.554372 0.49100939 0.41768478 0.39693895 0.52087317] [ 0.57894592 0.64283433 0.44489638 0.58681616 0.42190778] [ 0.59473965 0.36827686 0.67224581 0.58651255 0.50454655] [ 0.26311899 0.68626353 0.41120618 0.53836079 0.58642955] [ 0.4251436 0.51341654 0.39199917 0.46946725 0.45383421] [ 0.55382005 0.48276105 0.62444565 0.72255665 0.48326449] [ 0.35843404 0.54455741 0.44512885 0.74967377 0.35088138] [ 0.78733076 0.39706874 0.48267032 0.34014942 0.43129535] [ 0.69660149 0.44905457 0.47245582 0.23142576 0.38655464] [ 0.57955616 0.47148284 0.60868574 0.37606536 0.53966741] [ 0.45478857 0.57461085 0.38798294 0.61446037 0.35635185] [ 0.80671354 0.42297071 0.50805517 0.22433054 0.34456624] [ 0.65434337 0.64781567 0.34916608 0.55735778 0.41994809] [ 0.70715501 0.41046717 0.47991334 0.57782019 0.30976041] [ 0.27951269 0.6905843 0.32998759 0.64957993 0.50310038] [ 0.52595833 0.56988139 0.51247215 0.45604147 0.4922958 ] [ 0.66700438 0.51821203 0.4500251 0.44169986 0.47863819] [ 0.34932962 0.56693566 0.51956637 0.60138654 0.60889077] [ 0.32469083 0.6549716 0.38287164 0.63098803 0.48624806] [ 0.27476554 0.59358177 0.50537401 0.86352221 0.64994425] [ 0.28621233 0.5907556 0.38916137 0.76326885 0.54535846] [ 0.48921063 0.45380463 0.41318891 0.51168291 0.42277448] [ 0.64543541 0.45013076 0.39877707 0.30886329 0.28302127] [ 0.58791997 0.46117403 0.46280113 0.59163234 0.45805566] [ 0.56844825 0.5206629 0.37909387 0.44215002 0.31135035] [ 0.41501351 0.64490099 0.33344868 0.56870333 0.56461119] [ 0.36154216 0.59897283 0.44481657 0.67100992 0.54257158] [ 0.31035188 0.50173912 0.39424041 0.49265818 0.69644404] [ 0.91652285 0.35138613 0.46866241 0.19135505 0.3243968 ] [ 0.64758499 0.44879783 0.4794602 0.33646795 0.39632392] [ 0.24687493 0.49512479 0.43682603 0.80631766 0.50613617] [ 0.37208884 0.50906634 0.40908686 0.72002645 0.39052206] [ 0.36442691 0.63973118 0.35784841 0.77999478 0.45418029] [ 0.72255781 0.35717286 0.38172022 0.25278881 0.39242795] [ 0.53103056 0.47623623 0.50835318 0.7425467 0.56613808] [ 0.77380687 0.40180011 0.5300525 0.31518708 0.41044545] [ 0.5148971 0.65179196 0.25563275 0.54583621 0.41339319] [ 0.40111761 0.59446294 0.5437604 0.63821528 0.56381032] [ 0.48497076 0.48009244 0.47369341 0.57730781 0.61799662] [ 0.53197056 0.56509258 0.45739829 0.59819119 0.42926932] Progress: 52.5% ... Training loss: 0.455 ... Validation loss: 0.747[ 0.48237829 0.39471501 0.39977759 0.60907295 0.54795661] [ 0.67356931 0.50322799 0.4729729 0.5740398 0.32840479] [ 0.36276642 0.6875163 0.39560914 0.65561662 0.42948477] [ 0.3634511 0.54309688 0.35608451 0.63168711 0.57118058] [ 0.59272967 0.50489713 0.4014415 0.393886 0.46931575] [ 0.39578945 0.59723606 0.37536762 0.76366999 0.53202842] [ 0.63255383 0.47790826 0.30005629 0.69037407 0.41391711] [ 0.60057543 0.45105925 0.59964055 0.40355055 0.46799991] [ 0.63051983 0.60782572 0.4298706 0.49678889 0.39616386] [ 0.54238197 0.42991216 0.50466045 0.6041694 0.35969698] [ 0.26432878 0.49452068 0.47974599 0.8042622 0.52482506] [ 0.81243484 0.46727909 0.49836863 0.44104977 0.37991195] [ 0.47946468 0.4175724 0.55707541 0.33062198 0.38835945] [ 0.56269226 0.48829521 0.43607231 0.47658246 0.31105679] [ 0.4930264 0.63507818 0.45892541 0.74955492 0.42154826] [ 0.57635772 0.50189906 0.55152359 0.38140225 0.42870784] [ 0.5064487 0.52365276 0.5372549 0.59629591 0.68052147] [ 0.58232382 0.58861305 0.54396601 0.5455439 0.38408139] [ 0.58883732 0.63677164 0.4009172 0.61824693 0.39885646] [ 0.7329942 0.45917586 0.53162789 0.4404583 0.52065927] [ 0.21543511 0.57657086 0.48801821 0.76641555 0.58962092] [ 0.34133703 0.52156876 0.55851591 0.58010453 0.57202674] [ 0.26309364 0.65260851 0.4639539 0.7036903 0.53244349] [ 0.64584083 0.49687269 0.55669792 0.46592255 0.55855044] [ 0.38588052 0.60889059 0.43868453 0.55154683 0.45532238] [ 0.37862343 0.62405562 0.50186767 0.81144002 0.45603451] [ 0.79395274 0.38383178 0.47315498 0.13456751 0.35758399] [ 0.5771526 0.47010379 0.5708797 0.67578647 0.48865571] [ 0.68599338 0.47806219 0.51187209 0.36503904 0.53436921] [ 0.36446171 0.68326731 0.40148891 0.70607029 0.36790078] [ 0.63306145 0.45129715 0.5470673 0.41983146 0.37081308] [ 0.72743047 0.46550152 0.64579011 0.57701784 0.43001 ] [ 0.62343676 0.53920057 0.47043035 0.52377002 0.57598841] [ 0.55966082 0.60701464 0.45598408 0.5128548 0.52636715] [ 0.478265 0.45721954 0.52706334 0.28704813 0.58348761] [ 0.73597765 0.379421 0.57358431 0.26365263 0.47021619] [ 0.85038805 0.49399672 0.49975412 0.2315688 0.40422604] [ 0.67586011 0.57806128 0.4556857 0.53250859 0.32725074] [ 0.51931948 0.44216933 0.36752298 0.52019836 0.33548521] [ 0.3833982 0.41880159 0.48533721 0.83950653 0.62682245] [ 0.45513288 0.57790456 0.51549899 0.64368026 0.40947948] [ 0.78619116 0.56431621 0.37999257 0.35115553 0.31339475] [ 0.53619907 0.63601392 0.31079551 0.62848941 0.49937533] [ 0.70513256 0.44589416 0.48200816 0.35483547 0.33264265] [ 0.80466166 0.50241186 0.45586349 0.24635728 0.40581515] [ 0.60025788 0.44456991 0.45995648 0.69663064 0.38725067] [ 0.21563371 0.5110545 0.57933015 0.89812903 0.67505777] [ 0.22249902 0.55834964 0.55174991 0.64196486 0.67327395] [ 0.30177582 0.63614739 0.25070335 0.79331135 0.49722688] [ 0.7158138 0.40511649 0.47513137 0.40622717 0.44352664] [ 0.69525619 0.34354143 0.64895969 0.28074114 0.46097977] [ 0.733329 0.55358036 0.46050916 0.45027215 0.47088638] [ 0.55409208 0.58493809 0.48520008 0.43431406 0.54415359] [ 0.19896086 0.63413711 0.45437159 0.69576613 0.4948528 ] [ 0.62523458 0.49398671 0.38671567 0.54335923 0.33954229] [ 0.84767819 0.37088952 0.34411672 0.14471869 0.25526636] [ 0.31252596 0.62880266 0.42832528 0.57424802 0.43539472] [ 0.25950142 0.44957339 0.49222734 0.75792938 0.60516384] [ 0.82700628 0.41297063 0.63693447 0.20991019 0.47119585] [ 0.66705653 0.56292646 0.39780075 0.4643097 0.33145321] [ 0.75120779 0.5392768 0.50102831 0.24376305 0.36508685] [ 0.45717072 0.42329895 0.42949968 0.72959092 0.57776574] [ 0.72212964 0.50838471 0.55575454 0.3337398 0.47118879] [ 0.76926847 0.48072427 0.35384041 0.20614949 0.31861534] [ 0.34998075 0.57354406 0.39554845 0.77079392 0.5720561 ] [ 0.68252877 0.58222419 0.46054026 0.3943315 0.46389574] [ 0.59513648 0.50570598 0.59039309 0.3524691 0.4038935 ] [ 0.47939559 0.52784687 0.397149 0.52919643 0.54167359] [ 0.69907924 0.46124568 0.41079081 0.34305523 0.49800869] [ 0.44030011 0.60075909 0.48997357 0.66735764 0.42303763] [ 0.62440621 0.57514073 0.427367 0.54284806 0.37065941] [ 0.77517493 0.43605915 0.58752496 0.46185679 0.44869169] [ 0.70742329 0.39695687 0.51690495 0.29313823 0.35930704] [ 0.40648506 0.53506895 0.50460169 0.7617243 0.54541457] [ 0.65914931 0.37468659 0.67742162 0.47496542 0.45287099] [ 0.72762288 0.53555259 0.60497018 0.48867897 0.37202876] [ 0.8623092 0.38373285 0.63944524 0.24723353 0.37920212] [ 0.54106001 0.51723008 0.3389199 0.60726296 0.46800279] [ 0.27669728 0.63188889 0.2937917 0.78748913 0.44815603] [ 0.39137643 0.48169853 0.45126113 0.62799035 0.46017016] [ 0.66322618 0.43278282 0.57041044 0.5549433 0.43016895] [ 0.58269118 0.41987683 0.46290897 0.63099465 0.35755576] [ 0.65606088 0.3599533 0.58406884 0.42510737 0.42596481] [ 0.5772619 0.37952154 0.65136486 0.67867422 0.48190936] [ 0.55047224 0.58707631 0.36249585 0.37119547 0.39375974] [ 0.63722673 0.49469898 0.61467612 0.6315737 0.51424809] [ 0.55147624 0.45223308 0.44527604 0.5631489 0.38827514] [ 0.32920575 0.72467885 0.32886314 0.63789472 0.4791625 ] [ 0.57682005 0.6462084 0.43999888 0.66485849 0.34309295] [ 0.64303297 0.49337654 0.4323268 0.31934343 0.4074919 ] [ 0.32928222 0.62812374 0.46052536 0.57751405 0.53060128] [ 0.60231718 0.30085721 0.51008877 0.48822105 0.34462172] [ 0.72450217 0.511197 0.45966407 0.36080496 0.40251126] [ 0.27853842 0.5503079 0.46685711 0.81346445 0.44085625] [ 0.27764075 0.58532755 0.60739723 0.68223763 0.69900621] [ 0.4895399 0.51148138 0.54557954 0.42259659 0.4921923 ] [ 0.68874092 0.38217489 0.44993267 0.611675 0.32115468] [ 0.27114485 0.72427234 0.23762429 0.8145989 0.46384686] [ 0.34752807 0.61271651 0.43758102 0.78422683 0.47054576] [ 0.7725352 0.3834287 0.54130494 0.26242404 0.40241722] [ 0.30601842 0.68780676 0.3273141 0.69376491 0.56293824] [ 0.83564163 0.47332621 0.58190213 0.37172773 0.33071799] [ 0.17609661 0.73736583 0.42277343 0.81750725 0.63900761] [ 0.42718119 0.62225081 0.33481598 0.62375017 0.43667849] [ 0.50926842 0.50299944 0.52858778 0.75105938 0.4342069 ] [ 0.35728759 0.5805831 0.41433562 0.61150398 0.44529285] [ 0.78619116 0.56431621 0.37999257 0.35115553 0.31339475] [ 0.69606618 0.48460994 0.36074331 0.33646012 0.41528128] [ 0.79445303 0.38055747 0.52498774 0.22486094 0.45326205] [ 0.55215154 0.61235183 0.44891315 0.59300232 0.37557476] [ 0.45159073 0.54170854 0.49891025 0.51731602 0.48308792] [ 0.80258128 0.42323455 0.47687639 0.44581495 0.39002721] [ 0.75539042 0.51595256 0.40218283 0.2670888 0.34112276] [ 0.73338161 0.46728481 0.43811132 0.45032993 0.36022599] [ 0.77995109 0.38668012 0.56032346 0.44293988 0.33094192] [ 0.54621318 0.58163047 0.36320325 0.55176134 0.43194064] [ 0.80452313 0.36018365 0.54728171 0.22313294 0.43265947] [ 0.74234748 0.50210672 0.48353401 0.30897051 0.37783041] [ 0.75026119 0.48098898 0.45302984 0.1675145 0.3517041 ] [ 0.2606646 0.5949767 0.4270182 0.75016422 0.4388294 ] [ 0.67444673 0.42522868 0.39606959 0.53410983 0.41182879] [ 0.49344031 0.5174275 0.56636651 0.41679725 0.50717867] [ 0.78696632 0.38483171 0.55451214 0.1636857 0.40047225] [ 0.55484892 0.51607923 0.49553644 0.53437804 0.48817842] [ 0.55860836 0.46646881 0.58503857 0.61876967 0.39212528] [ 0.75292224 0.65638767 0.53238238 0.44765884 0.35979499] [ 0.42686176 0.59693685 0.46536494 0.798461 0.47988407] [ 0.74510945 0.4632392 0.52601652 0.49323752 0.39137883] Progress: 52.6% ... Training loss: 0.454 ... Validation loss: 0.747[ 0.64846698 0.60341129 0.44390094 0.40191223 0.43064212] [ 0.64037481 0.55261637 0.41959631 0.51282297 0.38653177] [ 0.79242166 0.34163549 0.53422274 0.50178073 0.36505571] [ 0.33322296 0.55095209 0.47646112 0.77842449 0.38744268] [ 0.28123818 0.66204987 0.42363225 0.81027101 0.56322571] [ 0.20622564 0.59768499 0.42900305 0.78906122 0.64308631] [ 0.66825521 0.49107322 0.49886596 0.44412861 0.46235134] [ 0.25292255 0.56989214 0.33995758 0.72784101 0.53676903] [ 0.80772875 0.46972346 0.46069277 0.42513457 0.39129554] [ 0.48770679 0.60549335 0.3994138 0.57342032 0.42704714] [ 0.51919578 0.56110486 0.55261407 0.52455386 0.39846226] [ 0.3001076 0.57349991 0.37398398 0.54579294 0.46652517] [ 0.54845648 0.51189704 0.62636264 0.59540595 0.48122643] [ 0.70207675 0.36939764 0.50077432 0.59963778 0.3122106 ] [ 0.299592 0.57299759 0.52251529 0.73626171 0.66349359] [ 0.50185721 0.39631401 0.50252551 0.64661829 0.38935322] [ 0.27280519 0.70323143 0.28157858 0.7068828 0.53511427] [ 0.79413772 0.38448147 0.55206362 0.1749734 0.40216234] [ 0.5022112 0.44904059 0.50010371 0.56965736 0.42900365] [ 0.73158251 0.4007609 0.53256013 0.25066564 0.24060539] [ 0.61265087 0.35272761 0.72792098 0.36826527 0.474431 ] [ 0.81682769 0.37237793 0.45510024 0.21200126 0.42268749] [ 0.36372454 0.58095869 0.45733264 0.79020511 0.49962463] [ 0.78720386 0.48716148 0.46044472 0.29275807 0.51339479] [ 0.43614676 0.64119459 0.45707822 0.38157335 0.44245462] [ 0.56437193 0.42717208 0.46832962 0.63874785 0.40259645] [ 0.47882216 0.48249028 0.57011143 0.64543779 0.45268294] [ 0.64621032 0.59027828 0.38862553 0.47248945 0.43096512] [ 0.40476959 0.57501395 0.48802789 0.72180095 0.45385945] [ 0.72332564 0.50468038 0.37928899 0.32796595 0.3571861 ] [ 0.63054288 0.46351448 0.59700375 0.64019486 0.49420729] [ 0.48313652 0.69251959 0.30855109 0.74481013 0.32056163] [ 0.57769025 0.46979817 0.57098735 0.67541952 0.48858155] [ 0.68945701 0.38177351 0.4500993 0.61108206 0.32104523] [ 0.51140929 0.52493277 0.42606098 0.57904297 0.57336029] [ 0.32148451 0.63874278 0.4447976 0.7228699 0.53341487] [ 0.40683077 0.53484571 0.50465975 0.76157099 0.54536917] [ 0.72680056 0.53199903 0.45613823 0.34185488 0.31258147] [ 0.38386079 0.67413513 0.42279932 0.58010823 0.43690133] [ 0.72869208 0.50182213 0.41961889 0.30125503 0.40854659] [ 0.58903984 0.53616467 0.54022845 0.43150384 0.5209886 ] [ 0.24579057 0.6775283 0.37965782 0.81360939 0.54081983] [ 0.21592738 0.55020371 0.46282101 0.84958861 0.55163453] [ 0.53002819 0.43532369 0.67998362 0.3722677 0.51709471] [ 0.66366324 0.39324086 0.53560935 0.4771781 0.4009257 ] [ 0.49835189 0.4509395 0.41141945 0.44271891 0.43741839] [ 0.5767365 0.61060272 0.39852043 0.59008299 0.4856026 ] [ 0.52125467 0.63825524 0.44305955 0.36141721 0.51275103] [ 0.54940323 0.51794432 0.52985146 0.4032748 0.56256906] [ 0.56498177 0.5647604 0.44868327 0.51658521 0.43116994] [ 0.66776013 0.51224744 0.510072 0.41483109 0.48091497] [ 0.57513793 0.55850725 0.44393824 0.56056551 0.30435448] [ 0.74647639 0.48906656 0.56115105 0.49153344 0.41716511] [ 0.78048956 0.50482966 0.50450329 0.52415676 0.34844854] [ 0.59587184 0.45817156 0.43521521 0.24086474 0.46773824] [ 0.56693352 0.53521264 0.40375327 0.67192632 0.3523315 ] [ 0.48509908 0.57396998 0.37464508 0.45310481 0.52939651] [ 0.46653908 0.43082848 0.42612384 0.65274129 0.40259766] [ 0.47506319 0.52673518 0.53137978 0.555953 0.52692673] [ 0.65469805 0.53366052 0.55537193 0.53634079 0.373961 ] [ 0.70757747 0.51396164 0.46544659 0.43673606 0.36910861] [ 0.42226343 0.5737509 0.46034013 0.52812713 0.37258533] [ 0.46707985 0.54035769 0.48887001 0.74162094 0.40346012] [ 0.40455793 0.45656951 0.42819228 0.68517419 0.42080052] [ 0.4261415 0.45061308 0.60543063 0.46221645 0.50015814] [ 0.67299707 0.36380003 0.63638276 0.29310313 0.51022625] [ 0.18191792 0.74344615 0.33288397 0.74707824 0.55305892] [ 0.54558802 0.49178709 0.52591038 0.46760053 0.60388305] [ 0.32016089 0.73550017 0.34239281 0.80250924 0.54907687] [ 0.6512714 0.39467876 0.56453391 0.3092943 0.42312905] [ 0.81719078 0.39383293 0.44064875 0.28426487 0.32414823] [ 0.83568422 0.36810365 0.52487704 0.18017305 0.42395239] [ 0.58893534 0.59559724 0.38816705 0.42519487 0.38492211] [ 0.45608502 0.65628808 0.51726199 0.67296379 0.55336718] [ 0.3834987 0.41866661 0.48537117 0.83944672 0.62681085] [ 0.29711083 0.57682727 0.39152002 0.82075681 0.499752 ] [ 0.55701566 0.58340809 0.41235755 0.56327264 0.3765593 ] [ 0.55791861 0.56622902 0.4482305 0.58337615 0.48547455] [ 0.60352545 0.62185916 0.56410728 0.52731755 0.50308072] [ 0.82584395 0.38043857 0.50796211 0.20977745 0.404863 ] [ 0.38069261 0.56918673 0.50358694 0.82549017 0.55110193] [ 0.37165098 0.70110637 0.42380591 0.68703755 0.50554422] [ 0.58523809 0.42210377 0.43848479 0.66712009 0.41736374] [ 0.39610533 0.57426125 0.31762397 0.54043976 0.4914007 ] [ 0.61744599 0.60407869 0.46548291 0.51933562 0.40918354] [ 0.85451997 0.39195944 0.6514488 0.15698453 0.3908074 ] [ 0.71513471 0.55532632 0.46992125 0.5111641 0.48947163] [ 0.44771051 0.58216202 0.36530975 0.58805276 0.46093787] [ 0.21923174 0.51465297 0.38966393 0.67602682 0.58047965] [ 0.70862001 0.414672 0.66770316 0.43603523 0.42505442] [ 0.65337827 0.48271141 0.46003109 0.31984579 0.39779606] [ 0.39931529 0.48411132 0.41853497 0.64858164 0.40374543] [ 0.2431391 0.53421592 0.39244935 0.61950729 0.69922044] [ 0.65717639 0.45818978 0.55160173 0.21767298 0.54629464] [ 0.58639737 0.5935256 0.46468092 0.46488136 0.40352514] [ 0.52921031 0.40555931 0.48502721 0.76006624 0.39068695] [ 0.53040025 0.49448662 0.49363353 0.75668929 0.37717139] [ 0.73377415 0.59555595 0.3811259 0.431928 0.53027695] [ 0.5346954 0.46137824 0.3350606 0.4626045 0.44694839] [ 0.60334489 0.42240219 0.41524824 0.53554182 0.37729603] [ 0.16042529 0.59391063 0.52603872 0.86552678 0.60950318] [ 0.79015013 0.47686794 0.60625063 0.30792336 0.41034801] [ 0.81497777 0.47318415 0.56093259 0.43369701 0.39967266] [ 0.54689582 0.46000635 0.45148765 0.50596561 0.52210075] [ 0.7032013 0.53268016 0.41888783 0.39808217 0.43319762] [ 0.39058394 0.49146267 0.39674954 0.79601776 0.37551091] [ 0.8104917 0.36728863 0.63353675 0.17183222 0.47709121] [ 0.26857579 0.55962522 0.46491701 0.71573763 0.45264391] [ 0.60644415 0.46658481 0.54456046 0.34995328 0.37903914] [ 0.16362951 0.54683667 0.56922719 0.63746893 0.64339199] [ 0.5549088 0.3488776 0.56875153 0.39922211 0.60429106] [ 0.84403799 0.46704092 0.43109537 0.2330813 0.29554305] [ 0.40974322 0.50047756 0.52095873 0.80513785 0.56598717] [ 0.54185797 0.46260833 0.52136919 0.55299785 0.39585749] [ 0.86132855 0.45452733 0.53987143 0.35337759 0.35882626] [ 0.47691707 0.67079866 0.55868719 0.52328851 0.44529676] [ 0.18719897 0.76402297 0.41874829 0.79850917 0.49642452] [ 0.84710197 0.3690947 0.66903011 0.25653736 0.39996169] [ 0.62787361 0.47275671 0.58315277 0.3402698 0.41096557] [ 0.36427241 0.61279603 0.52355087 0.71613709 0.50972556] [ 0.41883123 0.46768784 0.46339762 0.81337649 0.51021799] [ 0.38814093 0.51314588 0.44047587 0.70848412 0.37879831] [ 0.48905853 0.46386621 0.51266753 0.65928573 0.51483161] [ 0.3127575 0.54735246 0.44655191 0.79621069 0.50025202] [ 0.56598409 0.46778522 0.34404712 0.64952603 0.39996736] [ 0.58810599 0.5525521 0.57679158 0.53965504 0.61120406] [ 0.67372209 0.50310718 0.47303319 0.57375214 0.32839057] [ 0.53284778 0.60346548 0.53584689 0.45997651 0.44400789] Progress: 52.6% ... Training loss: 0.454 ... Validation loss: 0.748[ 0.65248176 0.5523297 0.67904757 0.48120925 0.48183741] [ 0.20073528 0.55885 0.40993707 0.78459973 0.55799266] [ 0.27020688 0.54537756 0.46390402 0.77861436 0.48836847] [ 0.64206293 0.3923271 0.58787486 0.36519219 0.52071309] [ 0.5981351 0.4252395 0.52321521 0.48079171 0.45134939] [ 0.29631711 0.63670901 0.56713746 0.75499067 0.64149404] [ 0.35952193 0.55019091 0.31942336 0.70369296 0.41246425] [ 0.75461895 0.53109352 0.44054516 0.42708004 0.50551819] [ 0.40066564 0.68606414 0.37506496 0.74604483 0.54151662] [ 0.55717531 0.45730942 0.57624954 0.4500348 0.30053319] [ 0.21425347 0.52234014 0.39622344 0.82780981 0.48713563] [ 0.31084426 0.53976948 0.52409398 0.52549427 0.56938628] [ 0.49800352 0.45115712 0.41133868 0.44283698 0.43748898] [ 0.46695963 0.54875733 0.42327529 0.6626285 0.53543899] [ 0.88006017 0.43984476 0.51281117 0.25209088 0.36960454] [ 0.50984218 0.49315193 0.3090522 0.54541419 0.31481578] [ 0.40578291 0.52496312 0.54710546 0.4367661 0.75635503] [ 0.83955989 0.42387288 0.50404646 0.24746778 0.40462785] [ 0.7051025 0.53020464 0.4064399 0.33036179 0.39498849] [ 0.61517936 0.51402341 0.4314952 0.57153225 0.56858405] [ 0.67243276 0.59921918 0.34862889 0.35865328 0.38951239] [ 0.36167084 0.51989574 0.46364876 0.81518827 0.40236174] [ 0.30666525 0.44197424 0.51170994 0.80915382 0.66858923] [ 0.5368475 0.49945567 0.34594156 0.7130485 0.52683851] [ 0.78425026 0.29655289 0.54168891 0.23532279 0.53066121] [ 0.48222579 0.47416002 0.40545941 0.47585452 0.51138828] [ 0.27956655 0.59012864 0.52576321 0.56215608 0.56947417] [ 0.52674378 0.47185491 0.52328118 0.64341409 0.43450284] [ 0.67569407 0.50922191 0.59675267 0.62646436 0.48502511] [ 0.28884486 0.63208276 0.30071468 0.7683821 0.50968851] [ 0.73296598 0.54564612 0.57845783 0.46280855 0.39787101] [ 0.40598867 0.62526092 0.35317492 0.75285514 0.4944271 ] [ 0.59782056 0.58662529 0.55583345 0.36943007 0.56298884] [ 0.39075533 0.49020973 0.52063548 0.51294458 0.58482116] [ 0.82833258 0.45099237 0.49304708 0.20484935 0.41331797] [ 0.76513186 0.43663545 0.49755466 0.21417987 0.28108385] [ 0.22791331 0.59491071 0.30005189 0.8338796 0.47122604] [ 0.5700966 0.68031806 0.56020767 0.62046933 0.56520904] [ 0.5368475 0.49945567 0.34594156 0.7130485 0.52683851] [ 0.70443451 0.31792082 0.3800447 0.33128498 0.41895225] [ 0.68501835 0.30398612 0.62801467 0.25620066 0.4129381 ] [ 0.65596785 0.54761384 0.33537473 0.50519442 0.40015446] [ 0.85628875 0.49776327 0.42544202 0.36731377 0.4018207 ] [ 0.62907084 0.5479401 0.69030899 0.45688595 0.4906269 ] [ 0.6964913 0.46821709 0.58221355 0.55360811 0.33436565] [ 0.8404909 0.31557462 0.60074168 0.16758931 0.38244929] [ 0.10923292 0.7336758 0.38008038 0.78646255 0.48123378] [ 0.45667441 0.67599339 0.33341027 0.58668845 0.37520835] [ 0.51245671 0.4573384 0.49572425 0.60268643 0.43259821] [ 0.57716125 0.50616302 0.49392948 0.48421667 0.46047292] [ 0.64576227 0.46212429 0.60504665 0.55842697 0.46214489] [ 0.21525875 0.72646851 0.38526492 0.7929114 0.46273279] [ 0.64600046 0.53596204 0.38799274 0.31552604 0.28634057] [ 0.37851885 0.51551016 0.43109906 0.8165001 0.4816962 ] [ 0.43077785 0.51224936 0.38551648 0.5546591 0.53517211] [ 0.45302519 0.52302221 0.37937461 0.55612066 0.47445857] [ 0.71857031 0.32742018 0.58223295 0.67656402 0.40153332] [ 0.26725459 0.61336124 0.40198445 0.87968212 0.55118951] [ 0.3829169 0.52059231 0.51021699 0.74705381 0.51577501] [ 0.66934554 0.33094996 0.58222121 0.34555033 0.43994597] [ 0.63574624 0.45775297 0.53678302 0.2700317 0.50963633] [ 0.75074836 0.50377663 0.60380937 0.39135393 0.37124847] [ 0.2932886 0.64875187 0.37209938 0.7712634 0.49303128] [ 0.50775643 0.41847363 0.66916814 0.35967529 0.54340774] [ 0.49151329 0.54153826 0.48741934 0.74179458 0.42054436] [ 0.71780261 0.4532168 0.58263451 0.26853225 0.39134883] [ 0.46861843 0.50232878 0.55794519 0.56271887 0.42960947] [ 0.35901287 0.61595277 0.46780607 0.58899833 0.41845304] [ 0.55354449 0.45379306 0.58245187 0.29518865 0.51161742] [ 0.68742605 0.49904755 0.42488368 0.38570613 0.43176216] [ 0.73292798 0.42944046 0.57348609 0.31907847 0.46837594] [ 0.58865826 0.48542942 0.40179371 0.35906222 0.49183936] [ 0.24282103 0.66942299 0.38095883 0.61213917 0.49384573] [ 0.50201179 0.47182693 0.39438104 0.55304636 0.48259164] [ 0.4869812 0.71180891 0.30101043 0.6684525 0.48234165] [ 0.60614666 0.5995189 0.41593135 0.46635401 0.42111711] [ 0.39017001 0.55205388 0.46223923 0.84014762 0.56559243] [ 0.57518268 0.49568017 0.47134193 0.45540536 0.62593616] [ 0.21525875 0.72646851 0.38526492 0.7929114 0.46273279] [ 0.41447753 0.56411955 0.39635364 0.56024385 0.45984435] [ 0.76153312 0.47906275 0.58769763 0.29138501 0.3518097 ] [ 0.60821649 0.38210482 0.53975837 0.34005952 0.53103242] [ 0.38904887 0.51512245 0.5736858 0.74892631 0.51098348] [ 0.58130852 0.42760002 0.69351211 0.63950814 0.39338476] [ 0.29864247 0.65236625 0.31977395 0.61014134 0.4553699 ] [ 0.1491824 0.62442045 0.42067691 0.88938548 0.64524518] [ 0.4333281 0.61649555 0.42722806 0.63551146 0.49285504] [ 0.62296264 0.47252097 0.67339582 0.46079028 0.48898436] [ 0.45833139 0.39672533 0.54638032 0.63123237 0.41964959] [ 0.45808786 0.50522555 0.39163188 0.63782244 0.38373357] [ 0.32603031 0.59131185 0.54911083 0.7645374 0.6489452 ] [ 0.48911783 0.43330949 0.43077975 0.58601175 0.57062785] [ 0.65859275 0.52699958 0.46936463 0.46773905 0.55825517] [ 0.46150128 0.47191561 0.48636056 0.7194974 0.57098998] [ 0.34739631 0.58356177 0.49609711 0.61170788 0.44798754] [ 0.57574964 0.48640197 0.58688505 0.43526772 0.60339589] [ 0.26512948 0.69205587 0.40102066 0.75037454 0.52852455] [ 0.71129745 0.32473866 0.59696536 0.30525487 0.36793928] [ 0.47162227 0.7144974 0.29449931 0.60072367 0.3374024 ] [ 0.66899586 0.64138782 0.23155247 0.45270316 0.3977798 ] [ 0.7643506 0.46870114 0.41369539 0.22294163 0.32540502] [ 0.65874647 0.4067836 0.33387476 0.4119883 0.47699863] [ 0.78000873 0.44702837 0.39285237 0.65451733 0.40622716] [ 0.50556251 0.45279018 0.60409995 0.44854749 0.47206309] [ 0.36798902 0.5304803 0.50222262 0.56775523 0.62710101] [ 0.34977354 0.68804108 0.33145321 0.73930419 0.41252475] [ 0.32109706 0.60659013 0.44643197 0.59889739 0.5220829 ] [ 0.52624256 0.54192428 0.41005335 0.37570093 0.40627669] [ 0.51631213 0.52108555 0.50628642 0.46913734 0.39163841] [ 0.37017169 0.47908412 0.61008811 0.60284735 0.55172489] [ 0.55288977 0.61962267 0.45161042 0.54624085 0.61541621] [ 0.34210705 0.58047803 0.54483146 0.8324323 0.47928987] [ 0.53135616 0.55233606 0.48087375 0.47535103 0.55010471] [ 0.59097434 0.49701855 0.49270389 0.52096244 0.29242612] [ 0.48039412 0.60068627 0.34662954 0.61398793 0.24643883] [ 0.33064394 0.72443296 0.29399304 0.83481185 0.45817602] [ 0.5963599 0.55527171 0.54076076 0.31437021 0.47678739] [ 0.46139259 0.58553954 0.56321693 0.64377546 0.55102529] [ 0.74407995 0.4943374 0.40877347 0.33301633 0.42998099] [ 0.54032576 0.5365887 0.47908169 0.64956995 0.42041824] [ 0.78430753 0.3820942 0.47238035 0.18619266 0.3589173 ] [ 0.53113335 0.57708047 0.39082904 0.24755545 0.37968079] [ 0.2494703 0.52576217 0.45766592 0.79000891 0.52533819] [ 0.66428807 0.39240921 0.59863308 0.56430621 0.45739191] [ 0.78372993 0.4590933 0.52863746 0.35126934 0.4759153 ] [ 0.49375021 0.4267173 0.55462501 0.32168498 0.54263266] [ 0.61878085 0.37279242 0.53164032 0.41059052 0.39030278] [ 0.36666215 0.55413882 0.4838339 0.83700019 0.48400586] Progress: 52.7% ... Training loss: 0.454 ... Validation loss: 0.748[ 0.48344574 0.63465541 0.30298307 0.67918619 0.50957381] [ 0.69147582 0.49324525 0.6324143 0.4030309 0.45385331] [ 0.47493463 0.48305398 0.49589448 0.81765179 0.53096687] [ 0.70195674 0.43828706 0.5806667 0.59531871 0.44130951] [ 0.51976095 0.38900555 0.55375824 0.76426651 0.42739847] [ 0.50500602 0.50527609 0.6296374 0.4590831 0.55543904] [ 0.50402635 0.4226686 0.37170588 0.34689025 0.34547234] [ 0.31355727 0.72788111 0.27683197 0.82250223 0.48300174] [ 0.64534184 0.47725044 0.51626393 0.26137259 0.59556122] [ 0.37471985 0.61260424 0.32646799 0.73595992 0.51988409] [ 0.78509793 0.36450676 0.5686934 0.33074266 0.43427163] [ 0.76904624 0.55196774 0.50769642 0.4880095 0.38457549] [ 0.43105583 0.52670365 0.46032667 0.44583078 0.44320406] [ 0.56793766 0.33213716 0.44404046 0.6673217 0.40068821] [ 0.74779734 0.37981498 0.58168806 0.23453096 0.41307132] [ 0.71392296 0.40366034 0.50086875 0.31179391 0.47380713] [ 0.738783 0.3000603 0.53407552 0.32250779 0.44357518] [ 0.68847899 0.40480534 0.72723542 0.59925765 0.39852051] [ 0.72553708 0.52838314 0.56160893 0.34800251 0.38487248] [ 0.48785699 0.43150682 0.47481786 0.84663136 0.42457493] [ 0.37172258 0.43369051 0.47691124 0.80792564 0.66125335] [ 0.74025398 0.33617745 0.5942131 0.62485148 0.4064489 ] [ 0.61581014 0.46632177 0.46317215 0.36659357 0.43612669] [ 0.27438166 0.53810572 0.43962741 0.75299168 0.67520611] [ 0.58111162 0.34099522 0.45052254 0.51226232 0.41991593] [ 0.33239641 0.52219742 0.40394398 0.62875155 0.42773541] [ 0.24864865 0.54719099 0.42194094 0.82736752 0.4327464 ] [ 0.26527662 0.73586681 0.37258893 0.71444753 0.41607431] [ 0.59649964 0.54099581 0.50766083 0.42719069 0.46917475] [ 0.73658198 0.67450161 0.5085917 0.44978342 0.44203595] [ 0.59348254 0.42757493 0.50038509 0.32918011 0.56372599] [ 0.4070437 0.54035597 0.43611072 0.61886038 0.66698195] [ 0.51038636 0.48641244 0.55649257 0.61912762 0.43854992] [ 0.69927061 0.47727692 0.6465543 0.61938563 0.43211052] [ 0.40214296 0.57146318 0.34877937 0.46529893 0.50040836] [ 0.34390245 0.57302293 0.38210168 0.62277705 0.51264549] [ 0.47555723 0.51852378 0.53126692 0.68672692 0.42768811] [ 0.54239413 0.4975048 0.386948 0.68266697 0.43153362] [ 0.80883776 0.35079145 0.57915724 0.30833727 0.39177531] [ 0.45291993 0.44189126 0.45835241 0.63290622 0.49943982] [ 0.43209293 0.60472179 0.54483043 0.49987166 0.37464215] [ 0.48084576 0.44805887 0.59912547 0.63436945 0.51271674] [ 0.68255957 0.52265763 0.52542658 0.26421583 0.43427665] [ 0.49066582 0.40050439 0.55705346 0.64275883 0.42397253] [ 0.66809094 0.64203576 0.40655137 0.46339093 0.41855911] [ 0.5089892 0.577373 0.46373761 0.49987424 0.53567544] [ 0.41664631 0.52691704 0.53377646 0.60724313 0.49851058] [ 0.63063889 0.42362436 0.54446883 0.2897806 0.41431229] [ 0.6849514 0.52610498 0.5444489 0.42776255 0.50291477] [ 0.39802823 0.58121266 0.4067152 0.67059612 0.37777586] [ 0.36772346 0.57308079 0.43739262 0.7811489 0.52794199] [ 0.65777499 0.50585689 0.57343894 0.56865207 0.49864107] [ 0.60830661 0.55044921 0.51661641 0.47229851 0.4737437 ] [ 0.43019258 0.62814486 0.45710264 0.86781636 0.61027139] [ 0.34066292 0.68844636 0.3305552 0.55131409 0.51811504] [ 0.82976543 0.39404141 0.47283373 0.33850616 0.3891196 ] [ 0.43683701 0.66342262 0.55171824 0.67598422 0.44225351] [ 0.38255173 0.59578097 0.36254743 0.66829614 0.50154398] [ 0.64283354 0.40023068 0.48119688 0.42741398 0.3901637 ] [ 0.694457 0.52556031 0.62058576 0.59290015 0.42760187] [ 0.47232782 0.48796002 0.47679088 0.58871485 0.34557956] [ 0.51196783 0.59505157 0.54865483 0.55865442 0.47470205] [ 0.6912815 0.51958615 0.46858043 0.35506039 0.35254393] [ 0.21932702 0.51483268 0.3895835 0.67605331 0.58057372] [ 0.24811383 0.68917688 0.34127863 0.66881628 0.45398549] [ 0.73208418 0.51875858 0.54761971 0.41133697 0.52124916] [ 0.777174 0.48322447 0.52696358 0.45615849 0.4612423 ] [ 0.62483828 0.60318559 0.35854462 0.20987579 0.31402571] [ 0.75844049 0.46244212 0.43798951 0.35138764 0.37476596] [ 0.42206797 0.50947528 0.32225543 0.61379794 0.35625043] [ 0.63284742 0.44690726 0.58951679 0.62137478 0.39600301] [ 0.69315279 0.36104663 0.69470317 0.53061994 0.38631671] [ 0.82667752 0.47728742 0.57607269 0.30915794 0.40518739] [ 0.68169173 0.46608784 0.50964857 0.27498042 0.39034798] [ 0.4932393 0.45800188 0.6053573 0.45296326 0.49080498] [ 0.4609266 0.411828 0.49401213 0.41940647 0.467009 ] [ 0.50023234 0.54651202 0.43346769 0.44352151 0.36988396] [ 0.15456324 0.68299869 0.42595097 0.90521316 0.49672514] [ 0.57726633 0.50161801 0.55165682 0.38098312 0.42854724] [ 0.75027911 0.5712694 0.52330045 0.46051901 0.44158544] [ 0.6007401 0.67754192 0.42465176 0.57829287 0.48246984] [ 0.19405236 0.59029305 0.39988464 0.8403528 0.50115089] [ 0.6534889 0.43818226 0.52926762 0.47579469 0.36397756] [ 0.51976095 0.38900555 0.55375824 0.76426651 0.42739847] [ 0.39027962 0.61093001 0.36785278 0.75697443 0.32504255] [ 0.30619043 0.58928359 0.45344956 0.49791704 0.56689604] [ 0.60118092 0.41510789 0.48768765 0.67728929 0.42858703] [ 0.56943084 0.51348297 0.46043139 0.45678718 0.39606408] [ 0.60203401 0.47773387 0.48405235 0.63522143 0.40243155] [ 0.62034883 0.41608214 0.57459137 0.5904025 0.35741953] [ 0.43543675 0.56808685 0.39997352 0.52292089 0.45509858] [ 0.35240551 0.54855764 0.59901391 0.48638899 0.50711508] [ 0.82605216 0.40040161 0.51123591 0.43605731 0.38402951] [ 0.58418955 0.43197695 0.55181985 0.64247213 0.41253928] [ 0.5818369 0.61200048 0.30709593 0.59732191 0.49772123] [ 0.76965381 0.45916987 0.63395094 0.37509945 0.45863269] [ 0.74252939 0.54756083 0.33617529 0.38659092 0.45383003] [ 0.45942544 0.5408817 0.45502013 0.50567623 0.45341935] [ 0.66902679 0.49645903 0.56889522 0.5681371 0.49655801] [ 0.26991709 0.5145084 0.47689688 0.79915995 0.54210777] [ 0.80749723 0.49063532 0.56183925 0.22072001 0.42866577] [ 0.54991319 0.44147459 0.54297222 0.55702564 0.41094737] [ 0.79664033 0.39977364 0.45324442 0.36367232 0.42509144] [ 0.3244467 0.57896792 0.54772754 0.65113871 0.62433562] [ 0.58237787 0.54733134 0.55825549 0.4137462 0.4778496 ] [ 0.86721304 0.60609049 0.50932742 0.30646727 0.35822745] [ 0.67329234 0.34356549 0.60932426 0.68099083 0.44313261] [ 0.59310659 0.49526346 0.60421982 0.43401418 0.46021298] [ 0.41130881 0.55434782 0.53445424 0.78681955 0.62805753] [ 0.50212881 0.50344606 0.44568331 0.71585785 0.43701003] [ 0.69082617 0.34435143 0.69113963 0.28300927 0.36271387] [ 0.711632 0.50198905 0.61433696 0.5210326 0.42302195] [ 0.7518142 0.53098837 0.60290834 0.25374907 0.50094048] [ 0.59111324 0.59306933 0.44243983 0.70616846 0.47283661] [ 0.69574875 0.45056144 0.5315638 0.58988199 0.4522142 ] [ 0.28830811 0.48951213 0.45331221 0.70210301 0.47616023] [ 0.63224889 0.39841479 0.62596846 0.64523621 0.42599541] [ 0.58631018 0.51856203 0.48060009 0.45880004 0.51616737] [ 0.46545888 0.52639648 0.38097012 0.72815754 0.52967837] [ 0.32064851 0.57670115 0.48538087 0.51928032 0.54312523] [ 0.63749651 0.53985441 0.4202191 0.53080681 0.37889336] [ 0.6855138 0.59862484 0.52592652 0.52091943 0.47469462] [ 0.57302611 0.44558567 0.53127892 0.42881328 0.60569223] [ 0.62221416 0.43972362 0.58903867 0.51016243 0.41327162] [ 0.58579339 0.60542123 0.3540881 0.40539607 0.46378491] [ 0.70834114 0.51361561 0.46559654 0.43611315 0.36897618] [ 0.19174498 0.68203233 0.43179381 0.65351227 0.52646699] [ 0.68260363 0.45708954 0.33686949 0.42279251 0.40700921] Progress: 52.8% ... Training loss: 0.454 ... Validation loss: 0.748[ 0.71917951 0.46825842 0.39659395 0.35250167 0.3623949 ] [ 0.58238525 0.34043779 0.45077795 0.51137831 0.41970318] [ 0.64724429 0.55338173 0.47319657 0.34604266 0.5226959 ] [ 0.46503778 0.54758771 0.48016795 0.58009421 0.45574027] [ 0.61428612 0.44330039 0.60084186 0.62558603 0.40568856] [ 0.61229888 0.59212561 0.45903443 0.44425664 0.56373373] [ 0.32457551 0.65776747 0.40104707 0.68795144 0.40104938] [ 0.34355103 0.57821096 0.43099055 0.68224149 0.46553966] [ 0.50984777 0.45504383 0.58943103 0.59893138 0.44257372] [ 0.64539122 0.49892176 0.47553119 0.41084619 0.42291423] [ 0.41085411 0.63642231 0.42601261 0.87477318 0.47080999] [ 0.17961634 0.54499368 0.52610232 0.77465819 0.50739499] [ 0.75938389 0.4010371 0.51101347 0.283431 0.5180247 ] [ 0.50122384 0.46801687 0.5937753 0.67102758 0.41946089] [ 0.56335138 0.54923748 0.48675122 0.59559357 0.41958932] [ 0.73295352 0.53742662 0.46389505 0.32005262 0.48023878] [ 0.77375001 0.36454108 0.63071997 0.44702598 0.33447729] [ 0.61569625 0.60155473 0.34489936 0.59380415 0.48375854] [ 0.48195106 0.56069511 0.50020949 0.53827764 0.43206961] [ 0.49118967 0.47936644 0.59225107 0.66226766 0.49141375] [ 0.4080549 0.60739682 0.3718395 0.48970133 0.40959875] [ 0.61307162 0.48434989 0.30108524 0.46913202 0.4169527 ] [ 0.36283854 0.52368192 0.54463236 0.68884565 0.34851506] [ 0.5845564 0.50479499 0.5322183 0.57110903 0.4114735 ] [ 0.59880064 0.52207467 0.52143309 0.55844768 0.44579341] [ 0.46012034 0.48999215 0.52667655 0.60110206 0.49218265] [ 0.44771602 0.53844402 0.63551063 0.68628526 0.45819744] [ 0.30039586 0.60227882 0.32633593 0.7359196 0.55118292] [ 0.21574502 0.7018329 0.27225322 0.78156886 0.60291193] [ 0.50281152 0.40408409 0.41678987 0.73552537 0.5123077 ] [ 0.5399738 0.53705062 0.42711628 0.38070996 0.42846836] [ 0.65692781 0.4725187 0.46379513 0.62999177 0.46455529] [ 0.48423509 0.68927738 0.45346323 0.57054988 0.38560111] [ 0.72158545 0.38629912 0.68104911 0.42687398 0.41578615] [ 0.24994554 0.60774901 0.45865913 0.75123859 0.61539689] [ 0.61334017 0.50620292 0.56334398 0.43511765 0.55490653] [ 0.60849599 0.56499626 0.3191071 0.45409399 0.39306754] [ 0.33269894 0.68573593 0.52997915 0.6323766 0.68369155] [ 0.72512138 0.42803 0.48353141 0.29333548 0.49579576] [ 0.58202579 0.56530027 0.56522698 0.53893099 0.54989114] [ 0.78944876 0.34837128 0.54198834 0.27393081 0.46466447] [ 0.56801399 0.62156515 0.3958606 0.49273509 0.60699527] [ 0.7283201 0.57724266 0.55471152 0.44297276 0.42624351] [ 0.81279313 0.44882323 0.56710596 0.44013058 0.41364299] [ 0.80143896 0.37949837 0.5812106 0.34140308 0.40808356] [ 0.57617744 0.69132281 0.46679593 0.56778942 0.38110912] [ 0.63063159 0.39494039 0.59517964 0.35527049 0.51291263] [ 0.69168396 0.53786114 0.38793838 0.45871342 0.45244045] [ 0.49385777 0.51661241 0.54694648 0.53367522 0.44287049] [ 0.46914653 0.7140266 0.28015632 0.51320855 0.45345609] [ 0.71073613 0.49519123 0.37801722 0.58484252 0.51874641] [ 0.57488214 0.58197114 0.38774729 0.44704205 0.5015538 ] [ 0.45890352 0.52634798 0.50214196 0.66901701 0.4482654 ] [ 0.68814647 0.44932178 0.4338006 0.31723534 0.37355572] [ 0.58294835 0.61853125 0.43702239 0.40403309 0.56279293] [ 0.64924166 0.37130851 0.53859504 0.31023935 0.50136424] [ 0.75626779 0.41497608 0.49834739 0.38070942 0.38830511] [ 0.45697431 0.46139376 0.38180211 0.78687636 0.5054452 ] [ 0.42922575 0.47582955 0.56185926 0.78220946 0.50420982] [ 0.69671338 0.45578711 0.4658125 0.44874526 0.50634347] [ 0.61932848 0.42069451 0.5215018 0.55439822 0.3381089 ] [ 0.36457449 0.49949797 0.47313465 0.67139214 0.37843348] [ 0.58668888 0.51834823 0.48070179 0.45852741 0.51607916] [ 0.48449691 0.59264445 0.365342 0.68156238 0.55355624] [ 0.59854203 0.4500323 0.5640668 0.37810623 0.52226515] [ 0.30923281 0.44246356 0.5007614 0.76292091 0.71774666] [ 0.72234854 0.45764765 0.58695852 0.40237943 0.40841358] [ 0.31780418 0.60891812 0.44294225 0.77648398 0.38746234] [ 0.58217651 0.60731261 0.54421977 0.45801294 0.41489761] [ 0.5482197 0.60410105 0.53827451 0.61175493 0.4651684 ] [ 0.58831011 0.63940881 0.4457466 0.3976333 0.42905417] [ 0.67523512 0.40310265 0.65312342 0.42266264 0.45864554] [ 0.36154972 0.68136768 0.40744343 0.81056869 0.57117921] [ 0.47863275 0.45716241 0.52709707 0.28691307 0.58345028] [ 0.42797207 0.48856226 0.50459719 0.71502477 0.36260231] [ 0.63634343 0.54232845 0.41237357 0.30257587 0.31185048] [ 0.71846117 0.36580564 0.6143297 0.64271772 0.38742564] [ 0.54073648 0.38983784 0.5306709 0.67562491 0.4158156 ] [ 0.58796893 0.46252374 0.60804733 0.48654864 0.42535096] [ 0.79939956 0.31670424 0.60289354 0.21310222 0.43419507] [ 0.55495295 0.47575064 0.54028334 0.50594258 0.35405799] [ 0.5174813 0.43453219 0.50254712 0.65662635 0.54724912] [ 0.41991707 0.52908397 0.4248011 0.61829151 0.5810775 ] [ 0.67443348 0.45965615 0.5048757 0.25003276 0.42006089] [ 0.72045106 0.41214605 0.62201988 0.44264665 0.44619339] [ 0.38960948 0.48488017 0.48059714 0.55952202 0.60914308] [ 0.77332264 0.38582945 0.50443787 0.2484661 0.37917127] [ 0.48900153 0.60203951 0.49054456 0.64431515 0.42610881] [ 0.32794907 0.5038656 0.49297554 0.58950021 0.65725489] [ 0.46993902 0.55310764 0.59305728 0.7239527 0.58167578] [ 0.47867463 0.49627346 0.52418804 0.6274819 0.41798089] [ 0.67924319 0.45014306 0.6033859 0.47003026 0.51436611] [ 0.54381889 0.64293848 0.42994988 0.49528105 0.65069013] [ 0.40395394 0.56204706 0.584356 0.64119818 0.58256992] [ 0.592763 0.66861094 0.40728618 0.6243773 0.44840683] [ 0.48767387 0.44825742 0.39497759 0.45031758 0.42690794] [ 0.48282437 0.48082954 0.57074724 0.64338451 0.45215658] [ 0.68695831 0.39337685 0.5594036 0.32150438 0.39694912] [ 0.47126172 0.47368593 0.49466768 0.7260534 0.43551058] [ 0.58846187 0.53670021 0.48528264 0.66362083 0.34003566] [ 0.24491564 0.50627003 0.49511632 0.70508888 0.51904598] [ 0.25070407 0.46250187 0.39212828 0.84159098 0.55829032] [ 0.48422699 0.58235127 0.46234687 0.64902393 0.4334047 ] [ 0.71848172 0.47963817 0.34991643 0.17575839 0.25515444] [ 0.35714276 0.70291647 0.32248689 0.81043046 0.44496581] [ 0.36162122 0.65890762 0.44187486 0.59147658 0.37322155] [ 0.49032074 0.56295592 0.3259246 0.46996651 0.42017085] [ 0.77760794 0.58133929 0.38889198 0.39450233 0.39498458] [ 0.45518454 0.46701573 0.5563455 0.41828414 0.55491823] [ 0.56647669 0.50684457 0.36176588 0.57673302 0.40903297] [ 0.71387831 0.51546615 0.40387906 0.49833034 0.34837944] [ 0.5700418 0.63148301 0.4500156 0.48075247 0.4547391 ] [ 0.30063439 0.51551997 0.46218623 0.71384169 0.45999548] [ 0.40751138 0.52424965 0.54740557 0.43579706 0.75619791] [ 0.64707263 0.60327792 0.45520314 0.47422032 0.38782985] [ 0.31612148 0.57414929 0.55322551 0.80412253 0.68129963] [ 0.5157587 0.51209407 0.45944924 0.61679902 0.39172307] [ 0.80728459 0.49079265 0.56177929 0.2208262 0.42872169] [ 0.19369944 0.61563746 0.39996096 0.7401535 0.61396825] [ 0.85447782 0.35483545 0.61218005 0.20749163 0.43529442] [ 0.53741083 0.6045577 0.24528585 0.69499478 0.44729183] [ 0.62875411 0.52855407 0.47571655 0.47262691 0.37362289] [ 0.65135047 0.45433291 0.59138124 0.28433218 0.37937478] [ 0.75098942 0.59810471 0.56503005 0.38002726 0.4602589 ] [ 0.12048079 0.65058673 0.54802236 0.81419813 0.67158642] [ 0.51842937 0.54135842 0.58617177 0.71676029 0.44345411] [ 0.52756647 0.48715694 0.43804283 0.43681443 0.45999919] [ 0.71911202 0.42002752 0.50002236 0.38247314 0.36734449] Progress: 52.8% ... Training loss: 0.453 ... Validation loss: 0.748[ 0.46661272 0.48097792 0.45935757 0.59428075 0.426794 ] [ 0.22189315 0.54102937 0.43970572 0.88229534 0.57368967] [ 0.59561232 0.62781555 0.4234605 0.65650973 0.3542344 ] [ 0.38960519 0.6612976 0.31538366 0.66779174 0.58283168] [ 0.26335169 0.56364947 0.41289123 0.85887071 0.51568977] [ 0.19461904 0.59008093 0.39997808 0.84010239 0.50110177] [ 0.39908769 0.61265511 0.48329072 0.50875417 0.45813537] [ 0.3915207 0.47414338 0.58554266 0.66747364 0.61681714] [ 0.50413652 0.49268115 0.53060757 0.46675069 0.48637791] [ 0.8075706 0.38003365 0.46570531 0.42198108 0.38207333] [ 0.73589322 0.54395581 0.52402509 0.40112188 0.43239798] [ 0.38942563 0.64808326 0.40860613 0.57813111 0.41085 ] [ 0.272052 0.62525137 0.36597467 0.76688404 0.43270297] [ 0.36950515 0.6223934 0.4704227 0.75483163 0.33964791] [ 0.31884255 0.58923605 0.54694805 0.63580754 0.58024042] [ 0.63098354 0.44801248 0.46498318 0.45821403 0.50614623] [ 0.30318358 0.53216342 0.60605672 0.55416624 0.53757593] [ 0.61941742 0.4868365 0.51264805 0.59430477 0.32174626] [ 0.55665577 0.4218697 0.42759117 0.38550867 0.43213614] [ 0.3950193 0.55476268 0.47927558 0.4399582 0.47735113] [ 0.47226709 0.57549371 0.56350528 0.55708901 0.5595419 ] [ 0.42845119 0.50669033 0.5680132 0.70962593 0.49733529] [ 0.60672983 0.52085724 0.44631683 0.60171295 0.46279845] [ 0.80494059 0.5357967 0.48537522 0.19637617 0.48125757] [ 0.50612678 0.54758909 0.49873691 0.59397238 0.40893688] [ 0.70761332 0.52303465 0.50946955 0.35266385 0.38257212] [ 0.33109868 0.49528785 0.42895828 0.68644308 0.59642713] [ 0.65915562 0.41596644 0.59294759 0.65398982 0.41301896] [ 0.23275693 0.57780396 0.52849792 0.87746768 0.55304216] [ 0.78377693 0.48423997 0.47996033 0.31015926 0.38940839] [ 0.48693701 0.53176716 0.54200701 0.56915209 0.40232319] [ 0.38518143 0.50916314 0.51685963 0.79100457 0.60842666] [ 0.66694324 0.52175924 0.45381322 0.5185501 0.45198073] [ 0.24952792 0.54748913 0.44434781 0.85787382 0.55653158] [ 0.49388205 0.59176143 0.41799119 0.5682069 0.46574974] [ 0.55277302 0.50884487 0.57876075 0.3241802 0.54922368] [ 0.82458359 0.5635835 0.59933923 0.33189802 0.41914403] [ 0.65578641 0.40456797 0.48985638 0.28651961 0.45373218] [ 0.62510486 0.53495295 0.55267173 0.48280669 0.43633185] [ 0.51359713 0.50120215 0.48501658 0.64263114 0.62253557] [ 0.58821205 0.53691678 0.48518659 0.66373938 0.34010776] [ 0.57217972 0.50264875 0.50916314 0.4368547 0.34249306] [ 0.78673713 0.33045375 0.35812018 0.26755552 0.29058605] [ 0.58121111 0.48388879 0.47182248 0.36130543 0.55813041] [ 0.28140979 0.59463492 0.47466146 0.72262225 0.47523291] [ 0.44994093 0.40363156 0.46540737 0.51724578 0.6462454 ] [ 0.74903382 0.54590069 0.42210841 0.30757018 0.39753401] [ 0.50807553 0.63236083 0.38463858 0.67197339 0.46539481] [ 0.76975321 0.43479786 0.48386222 0.24930354 0.38901652] [ 0.53827461 0.47240102 0.47836994 0.46098657 0.40171846] [ 0.85834246 0.43875295 0.53938233 0.26737366 0.39415788] [ 0.75970096 0.4744013 0.61618949 0.32277078 0.44925978] [ 0.76826476 0.30224997 0.52565396 0.49440282 0.38234831] [ 0.44497015 0.49208836 0.54400394 0.70246673 0.4160514 ] [ 0.4527856 0.44199595 0.45829952 0.63298186 0.49949527] [ 0.25729687 0.69826353 0.34766111 0.66432113 0.42907088] [ 0.26588759 0.62268543 0.51643733 0.79250479 0.47924181] [ 0.74560835 0.47640222 0.39482319 0.21641777 0.32423057] [ 0.49196372 0.56767812 0.49404002 0.7923156 0.37477281] [ 0.53283877 0.55791731 0.51002846 0.58673115 0.52169325] [ 0.80463476 0.41547403 0.50371562 0.19553771 0.24892022] [ 0.22638177 0.5513004 0.42817589 0.74594001 0.56919503] [ 0.61939936 0.41084691 0.41997455 0.49249214 0.36450635] [ 0.69792691 0.705488 0.36669825 0.70724433 0.48513631] [ 0.66036678 0.49345277 0.47011309 0.22341386 0.28214561] [ 0.45006814 0.61524253 0.4941573 0.6561771 0.4325254 ] [ 0.64322514 0.39190177 0.58806203 0.36436929 0.52055912] [ 0.78333688 0.46090957 0.46281327 0.25883994 0.3281258 ] [ 0.7155252 0.35515363 0.63728445 0.27288186 0.39285908] [ 0.18385515 0.64249178 0.45600752 0.91856253 0.52241444] [ 0.69221101 0.50571418 0.46216584 0.59347003 0.43627087] [ 0.45484368 0.65256335 0.33865798 0.48431587 0.43929205] [ 0.55532711 0.53014151 0.57467241 0.58367665 0.35077171] [ 0.78650568 0.34699641 0.41218079 0.26971843 0.43901942] [ 0.28088432 0.5665753 0.48650861 0.76689014 0.59811528] [ 0.50196845 0.571472 0.29412709 0.87131229 0.39761916] [ 0.77341326 0.39294155 0.5599627 0.24671673 0.39256405] [ 0.28301802 0.60623248 0.41093813 0.8314427 0.43888175] [ 0.88039728 0.33498015 0.55242843 0.13338284 0.29076134] [ 0.80740272 0.49514662 0.39355639 0.27319879 0.38051392] [ 0.45995063 0.39635943 0.54652774 0.63033405 0.41955797] [ 0.63106279 0.60179045 0.51661363 0.38903808 0.65981058] [ 0.35085809 0.6702495 0.35837892 0.74528957 0.45123751] [ 0.51791755 0.59869853 0.45754445 0.66844261 0.44552545] [ 0.72957191 0.37649879 0.61418853 0.23615364 0.46143578] [ 0.55501904 0.62707457 0.38849691 0.39654859 0.452431 ] [ 0.25038085 0.7109368 0.47157485 0.70127628 0.45377365] [ 0.58319966 0.55214265 0.51394706 0.56428304 0.49595633] [ 0.42226438 0.50490966 0.42374908 0.47028443 0.52031567] [ 0.6354598 0.51438593 0.6769634 0.45551178 0.50996154] [ 0.8593536 0.31090182 0.66132873 0.19450091 0.40114495] [ 0.81473777 0.48414639 0.5610637 0.15105695 0.45862683] [ 0.56974297 0.48160658 0.43488436 0.36588931 0.36251135] [ 0.5454909 0.59333061 0.56651071 0.53889828 0.57958463] [ 0.46161289 0.46797174 0.51757801 0.7161258 0.39463743] [ 0.27848112 0.59164776 0.506104 0.86220044 0.64953219] [ 0.49302375 0.50365464 0.46058379 0.5209193 0.60135266] [ 0.65893473 0.51789544 0.53198762 0.43815298 0.41818433] [ 0.39172713 0.52518375 0.33896826 0.70848097 0.5673497 ] [ 0.58258899 0.34049384 0.45074348 0.51122335 0.41972862] [ 0.23959432 0.60533945 0.39556357 0.75516814 0.65079852] [ 0.62511726 0.45192339 0.41040419 0.58741152 0.40077262] [ 0.51870812 0.53445833 0.49741632 0.50025938 0.57418344] [ 0.56595113 0.61026405 0.39985281 0.71637039 0.49939694] [ 0.57167455 0.49724867 0.46094092 0.45577262 0.43882573] [ 0.32450483 0.65863152 0.32755711 0.74702326 0.54339085] [ 0.7699131 0.33917801 0.62328603 0.36215725 0.33303956] [ 0.70506818 0.4519399 0.4752711 0.40634545 0.3472374 ] [ 0.74480744 0.48712292 0.54284505 0.34317353 0.51615978] [ 0.41079852 0.51349296 0.53479338 0.45324664 0.51659054] [ 0.42761181 0.5957306 0.50993984 0.74122425 0.56517335] [ 0.41639212 0.62835973 0.56787983 0.58133547 0.53873839] [ 0.38919816 0.61636144 0.52638134 0.81538712 0.52565125] [ 0.53313271 0.50442966 0.55208558 0.4704212 0.62930759] [ 0.66190316 0.38293028 0.73744336 0.59793577 0.31991637] [ 0.41915763 0.63413683 0.50056851 0.56075764 0.50781525] [ 0.49519672 0.60627894 0.34008904 0.49180395 0.43471234] [ 0.27535384 0.56020728 0.43942522 0.68363687 0.58101095] [ 0.72464058 0.48860492 0.41511066 0.32326681 0.34564096] [ 0.45758369 0.52708558 0.44482416 0.69554477 0.5204877 ] [ 0.34310093 0.60478624 0.4784712 0.79443949 0.65837787] [ 0.77691386 0.46995539 0.4877524 0.26471248 0.28241516] [ 0.77506514 0.39624743 0.49399738 0.16969224 0.37281489] [ 0.51619225 0.51658913 0.52340049 0.51425313 0.35469981] [ 0.58613306 0.40301195 0.61088025 0.30328349 0.56689454] [ 0.70042042 0.34462846 0.46478136 0.26098143 0.50309629] [ 0.35028683 0.60624055 0.37682128 0.68716115 0.49839008] [ 0.53740048 0.5405644 0.45571054 0.59572935 0.39540604] Progress: 52.9% ... Training loss: 0.453 ... Validation loss: 0.747[ 0.69391813 0.36900891 0.64467886 0.38884401 0.36913097] [ 0.66253431 0.61210434 0.39495613 0.50460897 0.43726087] [ 0.53649312 0.45625934 0.45775709 0.30568532 0.37748367] [ 0.51609981 0.59042041 0.5507859 0.46347501 0.51146791] [ 0.68591614 0.54293085 0.40909156 0.4270659 0.38558635] [ 0.6657901 0.52331263 0.45586182 0.48054639 0.37057685] [ 0.26670722 0.73594968 0.30531125 0.77743967 0.50239941] [ 0.74878726 0.54497532 0.48206443 0.21167751 0.38621236] [ 0.5259982 0.53831831 0.44453541 0.35002853 0.40394799] [ 0.21916849 0.63346589 0.34962503 0.67421612 0.5674619 ] [ 0.51785035 0.50611765 0.39986018 0.67562914 0.57650445] [ 0.75189353 0.59759145 0.56524575 0.37930471 0.46008851] [ 0.36270935 0.46756822 0.50646324 0.7956294 0.51797802] [ 0.44116771 0.61475834 0.46190579 0.62346724 0.59042784] [ 0.7589571 0.40135269 0.51087084 0.28364178 0.51815271] [ 0.50075584 0.59936258 0.3934606 0.52435847 0.41936856] [ 0.42050437 0.45773012 0.51824927 0.55022471 0.61160209] [ 0.52245858 0.48515732 0.41062096 0.79734503 0.45149078] [ 0.77183619 0.43328463 0.45675838 0.36722 0.54592713] [ 0.75248736 0.45596617 0.55055476 0.3461399 0.37181505] [ 0.80941696 0.34453986 0.45319852 0.1748687 0.33703299] [ 0.6469871 0.50204221 0.52967917 0.265107 0.34398732] [ 0.83146551 0.40230258 0.57135191 0.27592691 0.44758358] [ 0.26834389 0.50497235 0.49204616 0.81533953 0.55170539] [ 0.30005185 0.61060015 0.43179951 0.78008406 0.40488435] [ 0.32024103 0.57827353 0.32460058 0.67885709 0.44192897] [ 0.34887155 0.56187734 0.52561998 0.67784254 0.38365432] [ 0.80628064 0.42363312 0.50779466 0.22444168 0.34469574] [ 0.68980823 0.4440613 0.41870921 0.46090211 0.55385774] [ 0.46562198 0.45604068 0.46624369 0.32230009 0.44724438] [ 0.65624047 0.36006487 0.58403367 0.4248413 0.42593173] [ 0.75611297 0.50178922 0.48589904 0.23379783 0.36440636] [ 0.30633986 0.6220886 0.44116214 0.85888029 0.40225465] [ 0.61517888 0.65076106 0.46091545 0.5047759 0.3953702 ] [ 0.48928667 0.48413739 0.54307402 0.45468906 0.39860991] [ 0.15912265 0.53085045 0.38834634 0.91361672 0.65291474] [ 0.43804274 0.40627815 0.52570276 0.76610646 0.43596872] [ 0.73073884 0.41271923 0.570558 0.64717916 0.34341099] [ 0.58353594 0.51712722 0.46685643 0.67159779 0.4721839 ] [ 0.76132547 0.4578953 0.36043674 0.33712684 0.33548791] [ 0.58212236 0.49486487 0.52352462 0.40295002 0.50493572] [ 0.60919519 0.51069091 0.454771 0.47503794 0.41952133] [ 0.37657717 0.66274468 0.36651326 0.7545995 0.4553796 ] [ 0.6339631 0.3804925 0.52520335 0.56491065 0.4766312 ] [ 0.70393569 0.41321726 0.36935631 0.3365443 0.28141166] [ 0.82714629 0.39220415 0.4164678 0.41317975 0.43870836] [ 0.59434944 0.67648788 0.35959961 0.49934386 0.50935573] [ 0.39360959 0.67788834 0.484347 0.52225652 0.53002855] [ 0.70084679 0.41683642 0.61914113 0.24587905 0.3963572 ] [ 0.62860793 0.49989384 0.4076029 0.44023113 0.45868882] [ 0.34711788 0.5879592 0.37494267 0.83403677 0.4905565 ] [ 0.78962803 0.5484464 0.38913514 0.42940553 0.3163561 ] [ 0.46595104 0.67290847 0.2997453 0.61034736 0.40772369] [ 0.22813501 0.55405654 0.38406755 0.87445272 0.63054926] [ 0.27087732 0.52115807 0.40531283 0.75526232 0.65034028] [ 0.66556214 0.45281775 0.41450687 0.43548554 0.32394279] [ 0.82435202 0.28600607 0.50615252 0.25730546 0.44289475] [ 0.68075533 0.45914299 0.6190456 0.38580455 0.43926179] [ 0.73874098 0.53969215 0.41166221 0.30793096 0.40768269] [ 0.81004329 0.39997696 0.59155042 0.52048528 0.36280299] [ 0.39995239 0.58331069 0.32995852 0.62535566 0.57136166] [ 0.65039254 0.51166915 0.31409161 0.5483678 0.49774388] [ 0.1515647 0.72457199 0.3366234 0.70949115 0.51505378] [ 0.54027346 0.35654025 0.53298356 0.43621349 0.51399205] [ 0.54214132 0.57957617 0.52150976 0.62476171 0.3666886 ] [ 0.65339726 0.40752552 0.55948153 0.4928147 0.37910363] [ 0.39870535 0.42569476 0.34581884 0.76603267 0.42229992] [ 0.41752511 0.59269669 0.310664 0.69517564 0.51991434] [ 0.53841524 0.48089309 0.5086134 0.55754784 0.41303197] [ 0.65784147 0.43794581 0.48885998 0.63783474 0.34172056] [ 0.45219461 0.57887024 0.3202004 0.49182922 0.44208278] [ 0.6337351 0.55247326 0.48812901 0.39155605 0.49429553] [ 0.75831256 0.35971167 0.56788833 0.19727442 0.45931985] [ 0.74399654 0.51873594 0.53617606 0.41290981 0.48483002] [ 0.3356947 0.57538842 0.46219929 0.77133199 0.40492438] [ 0.22121484 0.54697742 0.37851018 0.75943654 0.53987513] [ 0.36122192 0.46157748 0.55149941 0.73248159 0.5936618 ] [ 0.63650262 0.42237592 0.61235113 0.4483983 0.45738881] [ 0.37020746 0.53670038 0.61774478 0.77088729 0.4117772 ] [ 0.25910133 0.59233815 0.38200795 0.71863327 0.58105506] [ 0.66707558 0.52820015 0.44442668 0.42040067 0.43271946] [ 0.3184184 0.6079341 0.52962448 0.70622376 0.44621367] [ 0.68742908 0.35758606 0.41577858 0.47545498 0.46000963] [ 0.27456573 0.43906615 0.46330416 0.6627059 0.60756458] [ 0.52676551 0.59920267 0.48320661 0.56420014 0.4343099 ] [ 0.36711799 0.62364554 0.45581572 0.51408024 0.61872038] [ 0.46955866 0.62921335 0.55750813 0.55271476 0.44800187] [ 0.36617862 0.67625778 0.38067972 0.67245549 0.50696092] [ 0.7267773 0.51598759 0.61750444 0.2461759 0.38333817] [ 0.61795744 0.42390191 0.62877054 0.58228159 0.41022472] [ 0.30361311 0.66496539 0.34217279 0.60696072 0.43174906] [ 0.62855764 0.46630782 0.40005233 0.47004013 0.4924056 ] [ 0.49605076 0.69711406 0.35996277 0.60850791 0.31180858] [ 0.49558648 0.45321947 0.49689194 0.66095052 0.41562347] [ 0.55800699 0.64256875 0.43740187 0.49423071 0.45994149] [ 0.41808555 0.63812501 0.47458809 0.55690683 0.50852218] [ 0.33760698 0.65823545 0.39927541 0.67930314 0.51994745] [ 0.62693991 0.40851963 0.51767234 0.45464677 0.55070245] [ 0.26665928 0.55002488 0.4062519 0.79437284 0.46652306] [ 0.87188861 0.37380804 0.48117214 0.31046887 0.3961114 ] [ 0.59554333 0.53730632 0.46861858 0.54415581 0.4952433 ] [ 0.65769819 0.5060609 0.57335654 0.56874247 0.49873111] [ 0.60455859 0.45399399 0.5254675 0.34102587 0.41486618] [ 0.68234221 0.39075503 0.54870697 0.57705167 0.44706636] [ 0.62945642 0.52439018 0.42326207 0.44824161 0.48442163] [ 0.40611888 0.5890458 0.53504155 0.54928304 0.55934607] [ 0.56951075 0.40745536 0.55231347 0.28242383 0.56741556] [ 0.82922121 0.3243226 0.63718233 0.17350681 0.48454074] [ 0.61725164 0.56301811 0.55913848 0.50037467 0.37320662] [ 0.78542007 0.37774214 0.62056566 0.17007114 0.3954406 ] [ 0.80341961 0.42602661 0.43447577 0.34018117 0.34217925] [ 0.60978372 0.31046619 0.57423963 0.6207742 0.52276889] [ 0.30218151 0.57462642 0.39235612 0.81891776 0.49911718] [ 0.36092571 0.57913752 0.43099091 0.5015701 0.506166 ] [ 0.45448848 0.55836319 0.51424899 0.6797136 0.38250985] [ 0.71478236 0.35562584 0.6370811 0.27320558 0.39302702] [ 0.66469382 0.35879199 0.35309323 0.35985524 0.39420728] [ 0.38175953 0.52224686 0.51864644 0.67733668 0.41666167] [ 0.88253675 0.31758875 0.5945841 0.22917779 0.38492151] [ 0.548028 0.50694983 0.4029997 0.44646964 0.4846415 ] [ 0.79566046 0.47413723 0.56747797 0.38345588 0.32470812] [ 0.66650887 0.46995485 0.51644433 0.63866715 0.26770603] [ 0.66235641 0.34093984 0.60184252 0.5656393 0.44208642] [ 0.23102194 0.59807128 0.33332649 0.80486661 0.52267808] [ 0.30197132 0.58812088 0.29998007 0.78861292 0.6134666 ] [ 0.49938321 0.62126231 0.43317897 0.50873936 0.3632169 ] [ 0.55235188 0.55018938 0.50759915 0.60404833 0.40054741] [ 0.63475642 0.50971375 0.44686775 0.61255269 0.47542088] Progress: 52.9% ... Training loss: 0.453 ... Validation loss: 0.745[ 0.4115631 0.55910635 0.526521 0.75228701 0.65773744] [ 0.7627053 0.3376508 0.56943325 0.4837115 0.38593933] [ 0.46368612 0.68041523 0.3248481 0.59690361 0.36922088] [ 0.35627663 0.4383338 0.43651843 0.71299972 0.52085835] [ 0.4905387 0.54307475 0.43475116 0.54104254 0.48855488] [ 0.45820349 0.46205456 0.6545865 0.58592111 0.43991218] [ 0.24921361 0.6249639 0.33574353 0.82006647 0.49875051] [ 0.39675342 0.63105977 0.43130817 0.69139648 0.32426635] [ 0.55369759 0.55379021 0.47225828 0.53950541 0.46538111] [ 0.69326317 0.41461665 0.61861423 0.43429157 0.42397593] [ 0.39890724 0.53272911 0.49852426 0.76462334 0.53398301] [ 0.27176669 0.59184126 0.52339973 0.74667083 0.40798774] [ 0.47269798 0.46577917 0.5929677 0.54523921 0.58046444] [ 0.60844233 0.35131047 0.40147337 0.28959342 0.486546 ] [ 0.84253007 0.50557631 0.33583495 0.3576606 0.31541365] [ 0.69560943 0.42361287 0.3703721 0.60359808 0.29004412] [ 0.56694529 0.54861031 0.48218479 0.41571058 0.44640581] [ 0.61688887 0.60430001 0.4653685 0.51950974 0.40924417] [ 0.56415042 0.61280609 0.49921252 0.49311697 0.49135512] [ 0.56251681 0.6600109 0.41032387 0.57591373 0.42088376] [ 0.31334765 0.71255631 0.38053347 0.73348251 0.57953896] [ 0.57696243 0.60200726 0.2595917 0.62563484 0.45140249] [ 0.54339694 0.52695214 0.55578696 0.52082905 0.37888321] [ 0.48903697 0.46747578 0.57604768 0.31749975 0.50481119] [ 0.35873596 0.60215436 0.44133195 0.56640532 0.44112291] [ 0.80589768 0.37316584 0.4934179 0.37730833 0.45315472] [ 0.44721393 0.50784106 0.58889795 0.60157526 0.39406792] [ 0.59004235 0.50467103 0.44390525 0.74526136 0.38033937] [ 0.30199811 0.57154667 0.38946324 0.86181437 0.49435401] [ 0.44347995 0.57071629 0.35635348 0.64546457 0.32025642] [ 0.68543342 0.5438985 0.46180311 0.5009374 0.57155991] [ 0.75511313 0.49140715 0.51284073 0.25013387 0.34404107] [ 0.7746797 0.50088638 0.55141883 0.21947975 0.50077452] [ 0.72592706 0.45872137 0.58912813 0.51643679 0.39417803] [ 0.55664207 0.34834021 0.56899516 0.39818824 0.6040778 ] [ 0.43591667 0.41247907 0.55925036 0.61438338 0.47265846] [ 0.7136377 0.44718453 0.55441382 0.53877767 0.39946601] [ 0.62290782 0.5586301 0.41399707 0.5007513 0.42161708] [ 0.66102374 0.47832232 0.57226139 0.67192095 0.28508635] [ 0.55977737 0.52269526 0.46737064 0.65932329 0.39448941] [ 0.54193101 0.51346551 0.62678441 0.38726874 0.37548867] [ 0.65653303 0.49845123 0.49316495 0.39679635 0.42993015] [ 0.37017511 0.4788002 0.44758382 0.4769985 0.67324706] [ 0.69122904 0.38985643 0.38439113 0.45292985 0.54414935] [ 0.49651028 0.4331505 0.52180309 0.61471353 0.43220666] [ 0.4979732 0.49078161 0.49983504 0.74022466 0.42229054] [ 0.38370675 0.59357118 0.4902014 0.82681206 0.6207821 ] [ 0.58072721 0.44142094 0.5770144 0.56311845 0.3591736 ] [ 0.72231709 0.49259339 0.53151944 0.21054165 0.55403778] [ 0.52543467 0.57777851 0.40034865 0.67662874 0.50213186] [ 0.52790077 0.6048449 0.32801478 0.54438119 0.52674136] [ 0.61100628 0.53763168 0.52964252 0.47785893 0.49439404] [ 0.68298962 0.52995052 0.52475043 0.39176067 0.44840095] [ 0.79535028 0.38859434 0.57242206 0.24513884 0.45312953] [ 0.43742488 0.688652 0.44623757 0.59200205 0.36762113] [ 0.47815083 0.44740003 0.41324038 0.52839725 0.52043591] [ 0.43976391 0.49333326 0.46620248 0.60536838 0.43975402] [ 0.54383021 0.66509613 0.41599437 0.70848835 0.55840661] [ 0.49391407 0.59540778 0.5933714 0.78566817 0.59592482] [ 0.69911292 0.27458305 0.60430801 0.49578312 0.39831422] [ 0.47645602 0.46955909 0.53540015 0.73269751 0.55342975] [ 0.71951402 0.4441101 0.33183002 0.2386107 0.30808196] [ 0.50349728 0.53904645 0.55244531 0.5615797 0.50523182] [ 0.62057171 0.63844463 0.38169697 0.72074523 0.37329367] [ 0.37942087 0.50580204 0.42992007 0.53921123 0.49458231] [ 0.70070147 0.42864026 0.56333063 0.25963156 0.43364674] [ 0.32718501 0.63250216 0.3714829 0.70165493 0.43040676] [ 0.66718666 0.56307335 0.44809867 0.34179785 0.44284814] [ 0.6660663 0.56238535 0.5905068 0.37294164 0.52054242] [ 0.54881755 0.45221874 0.31766184 0.54059157 0.47764274] [ 0.75402965 0.42857725 0.58102841 0.21939592 0.51761627] [ 0.53983938 0.62170785 0.39627034 0.35780516 0.33502652] [ 0.69922682 0.57479757 0.563552 0.41232076 0.47141513] [ 0.44802265 0.62385133 0.34860557 0.55537255 0.38656352] [ 0.43581431 0.5614507 0.4444298 0.70385071 0.6284029 ] [ 0.6914959 0.54472562 0.51963853 0.43782399 0.43151641] [ 0.36813881 0.51909497 0.43647064 0.78468079 0.46281026] [ 0.44544151 0.71436729 0.26761016 0.56416336 0.44281619] [ 0.45452005 0.56200634 0.3885652 0.60363054 0.57870118] [ 0.54789184 0.46844094 0.48299432 0.74565746 0.45549336] [ 0.65137891 0.45012948 0.45972301 0.60860422 0.36561947] [ 0.76927462 0.37731102 0.59175912 0.55013249 0.35201539] [ 0.34188527 0.48193642 0.42229841 0.78696452 0.43046547] [ 0.6153429 0.54050645 0.41901167 0.28419678 0.28454533] [ 0.66444094 0.46010567 0.50856013 0.61132402 0.34703088] [ 0.30115593 0.62500903 0.3366317 0.59145994 0.46809553] [ 0.68681313 0.47203609 0.34220694 0.42162118 0.35214808] [ 0.58635862 0.48664461 0.4292019 0.52461927 0.4427232 ] [ 0.90754819 0.45247464 0.45580441 0.2160382 0.30579063] [ 0.43749253 0.45239875 0.5002874 0.65751266 0.43271695] [ 0.29501396 0.62267137 0.38107063 0.71023382 0.41191589] [ 0.18622071 0.6040435 0.42311899 0.87770488 0.62444728] [ 0.76072297 0.34872979 0.55975954 0.22154169 0.44234589] [ 0.77064781 0.40454946 0.45295851 0.27320509 0.27211616] [ 0.69082406 0.45419112 0.50819908 0.40839977 0.44916248] [ 0.54175781 0.39962765 0.58418193 0.37076559 0.54316077] [ 0.52752165 0.51477484 0.44018138 0.55773359 0.41227344] [ 0.85493081 0.28771695 0.60611824 0.18440504 0.36989597] [ 0.75208809 0.44172493 0.52915064 0.50772199 0.39342034] [ 0.18989943 0.72444629 0.35871416 0.60773941 0.60871454] [ 0.81634818 0.39461544 0.44031876 0.28474512 0.32436262] [ 0.67963131 0.50490154 0.4569711 0.43969627 0.28390556] [ 0.47867601 0.59805029 0.4911479 0.63844122 0.60049901] [ 0.63227673 0.49195845 0.43980204 0.52002115 0.58415275] [ 0.59145045 0.67221228 0.43132311 0.54436355 0.63655443] [ 0.36182009 0.53370426 0.49061759 0.6895091 0.43948254] [ 0.18393865 0.60769323 0.39142447 0.83390669 0.63724748] [ 0.46950559 0.49033414 0.55161872 0.41746446 0.66093934] [ 0.86109984 0.4562533 0.48656819 0.21766063 0.35748118] [ 0.86615678 0.41860898 0.41328768 0.2712796 0.37752437] [ 0.62962523 0.46128626 0.53179915 0.50690491 0.47742228] [ 0.60264006 0.6054329 0.54622157 0.46242085 0.50620769] [ 0.59203609 0.45012636 0.39432012 0.45471648 0.36039595] [ 0.70614984 0.42558783 0.42465501 0.32228721 0.44984402] [ 0.77259224 0.37914893 0.53172305 0.49916593 0.35897467] [ 0.81353292 0.38572692 0.53790926 0.3245089 0.44989983] [ 0.73841299 0.43162751 0.53067188 0.63300397 0.41686572] [ 0.52939443 0.44865857 0.55718963 0.41848072 0.58686241] [ 0.32796274 0.64931896 0.53282907 0.58977896 0.66599965] [ 0.71956072 0.3545315 0.3940327 0.4853168 0.26972861] [ 0.34616652 0.69130055 0.41090046 0.70062966 0.51211196] [ 0.50552729 0.54765359 0.54796949 0.53531004 0.45264663] [ 0.75723265 0.33960826 0.6488975 0.21499298 0.36427368] [ 0.28491415 0.56177062 0.35759718 0.68361413 0.4586473 ] [ 0.26747119 0.57921018 0.4341239 0.67693894 0.50909355] [ 0.49049753 0.63843032 0.46696229 0.5031424 0.44742032] [ 0.55384591 0.62771797 0.38825035 0.39713546 0.45269651] [ 0.56156498 0.57862834 0.35820477 0.48128278 0.32413761] Progress: 53.0% ... Training loss: 0.452 ... Validation loss: 0.745[ 0.45027512 0.52324086 0.55045806 0.77220753 0.47187126] [ 0.74867251 0.56353239 0.42241586 0.30194778 0.35457564] [ 0.76248444 0.44585911 0.53849018 0.28882485 0.46147006] [ 0.59022297 0.46900927 0.46677245 0.67152969 0.4453535 ] [ 0.54474774 0.34236623 0.55908021 0.5602834 0.4009974 ] [ 0.59358882 0.46564104 0.523441 0.62108609 0.39513103] [ 0.56919274 0.44908211 0.52005847 0.34993238 0.52541775] [ 0.70384159 0.48468707 0.597713 0.58565595 0.36517299] [ 0.52278325 0.59129265 0.44078003 0.60394488 0.55254262] [ 0.33121078 0.68432288 0.27252254 0.77366902 0.46106592] [ 0.44243194 0.41791489 0.47862874 0.64172053 0.60661301] [ 0.80233969 0.49587283 0.51986203 0.2165882 0.37469751] [ 0.67302288 0.60979851 0.4202497 0.26225553 0.35907419] [ 0.31698966 0.536317 0.48332644 0.66142819 0.46879752] [ 0.45165292 0.5408509 0.42435765 0.59828072 0.62135411] [ 0.35162885 0.67976677 0.4036634 0.69177936 0.56006735] [ 0.84393459 0.47632677 0.5473283 0.27248615 0.37347268] [ 0.79169037 0.46597502 0.42771543 0.38058789 0.48592008] [ 0.82982508 0.38708764 0.47647139 0.19709748 0.28604607] [ 0.65642023 0.45048468 0.4442625 0.43466381 0.44222933] [ 0.28001264 0.74378445 0.39342795 0.81070091 0.44130135] [ 0.56447976 0.5695314 0.42292188 0.52795738 0.33057871] [ 0.72374897 0.4672664 0.54108349 0.41854239 0.49836385] [ 0.25989799 0.5595503 0.46749147 0.79990526 0.47144008] [ 0.60733317 0.55633681 0.34405813 0.50308596 0.41503691] [ 0.7676281 0.55917616 0.30945098 0.42393125 0.34551225] [ 0.71329371 0.44871538 0.49336516 0.4352677 0.40737223] [ 0.53915007 0.4893492 0.5696416 0.39378475 0.55863811] [ 0.47226128 0.65510345 0.38873154 0.59484031 0.54243749] [ 0.79988643 0.37896818 0.60302237 0.55225034 0.34991554] [ 0.55855014 0.56385553 0.39377949 0.75949799 0.43217466] [ 0.2822202 0.66630592 0.33780302 0.73670591 0.63984847] [ 0.43051251 0.55961086 0.42574429 0.64526128 0.38049019] [ 0.64477024 0.49940634 0.47530815 0.41114691 0.42309693] [ 0.53554227 0.53444072 0.59391914 0.57906382 0.55734093] [ 0.22971348 0.7108994 0.35646407 0.70835004 0.51343786] [ 0.61114329 0.45528238 0.57334177 0.33740626 0.51400614] [ 0.54564517 0.50558085 0.61032368 0.68605675 0.58753296] [ 0.53379736 0.53393421 0.34637778 0.54822355 0.48035171] [ 0.16360055 0.67160462 0.38224292 0.89443448 0.50833942] [ 0.62064431 0.51255292 0.4445868 0.55303514 0.46421927] [ 0.66427806 0.55090909 0.46097102 0.44359209 0.4037373 ] [ 0.72469939 0.32601841 0.65002432 0.49871362 0.32167693] [ 0.48675044 0.63392278 0.23955866 0.70856701 0.39579965] [ 0.81121315 0.46534369 0.55320249 0.19525057 0.46344802] [ 0.73518909 0.49942272 0.46423029 0.32880007 0.53693655] [ 0.47233058 0.44346273 0.42560627 0.54653261 0.45254817] [ 0.65566848 0.33704729 0.58438906 0.30558364 0.39632091] [ 0.44761964 0.52985174 0.5715679 0.62395804 0.56734777] [ 0.31595574 0.43463685 0.43035806 0.54557981 0.74743057] [ 0.36589924 0.53019156 0.53855396 0.53777422 0.53228789] [ 0.6798303 0.66647446 0.45247785 0.46830202 0.37738822] [ 0.71302411 0.57198728 0.57845569 0.4983622 0.41488243] [ 0.37663809 0.42445572 0.57726417 0.47707884 0.61670163] [ 0.72374897 0.4672664 0.54108349 0.41854239 0.49836385] [ 0.65598265 0.42233141 0.59048544 0.13138109 0.51408011] [ 0.67050876 0.53334982 0.48429355 0.39416342 0.43143253] [ 0.76108332 0.49489903 0.59309257 0.44412744 0.47192137] [ 0.66658768 0.49744572 0.55821552 0.40198785 0.61927762] [ 0.20769329 0.57055253 0.48767189 0.82548848 0.58211581] [ 0.38686779 0.47470305 0.52332652 0.54222513 0.52977231] [ 0.43072681 0.44924202 0.4996713 0.57953621 0.58552587] [ 0.66199055 0.48647733 0.45255716 0.60458123 0.26653348] [ 0.64813799 0.38853601 0.45818204 0.60274794 0.30890491] [ 0.58067946 0.49408071 0.42926368 0.41529254 0.38200219] [ 0.4280779 0.49952494 0.49833973 0.6071367 0.59468212] [ 0.7345408 0.4547315 0.38260311 0.30113408 0.38858006] [ 0.23698874 0.63433247 0.4518144 0.50427008 0.50567781] [ 0.48489387 0.65678287 0.34265947 0.5756356 0.41765292] [ 0.79518286 0.39735716 0.5253785 0.25767982 0.46102357] [ 0.63524372 0.46180618 0.5976535 0.63740187 0.49368358] [ 0.84195444 0.41661397 0.5720956 0.1760564 0.37627611] [ 0.34495227 0.61534727 0.37414265 0.71290336 0.56488771] [ 0.58104284 0.41774805 0.59793045 0.3321964 0.46468815] [ 0.8313265 0.38219694 0.5534659 0.19429727 0.37558292] [ 0.40592733 0.69118394 0.30325302 0.80148106 0.52566561] [ 0.56476229 0.62635242 0.51313747 0.60872253 0.59593063] [ 0.71382934 0.48763455 0.51246502 0.18717364 0.41432049] [ 0.19759509 0.65258809 0.40244556 0.79178813 0.47610545] [ 0.78996359 0.34822693 0.54205428 0.27351249 0.4646286 ] [ 0.62301534 0.61509306 0.38854018 0.53684554 0.47960723] [ 0.84805557 0.4170968 0.48504369 0.20907806 0.44113572] [ 0.5694132 0.48314894 0.44901235 0.53401683 0.38744109] [ 0.20499864 0.4866145 0.45988998 0.72181926 0.6744739 ] [ 0.59524247 0.67627401 0.35971044 0.49873722 0.50929208] [ 0.64816895 0.39930429 0.5811937 0.34210446 0.37406869] [ 0.36377749 0.53959566 0.60732495 0.75146091 0.56098408] [ 0.64006471 0.57979725 0.4066982 0.63512463 0.32662737] [ 0.6466063 0.42995562 0.46130825 0.46147164 0.36100458] [ 0.38309454 0.56944556 0.52810591 0.36839422 0.39651916] [ 0.38644844 0.66840154 0.46407504 0.63122699 0.41891956] [ 0.67132888 0.41697462 0.61032748 0.3337454 0.45848421] [ 0.73758547 0.36259706 0.65598716 0.42072418 0.41131003] [ 0.61809857 0.46654732 0.43461379 0.56785796 0.51465593] [ 0.51044418 0.5517276 0.40875303 0.59670631 0.55715024] [ 0.7560689 0.51578253 0.40224769 0.2664134 0.34114666] [ 0.66056076 0.34685449 0.54239794 0.36076344 0.47094886] [ 0.51642231 0.50182117 0.45886812 0.82635437 0.51189375] [ 0.77975404 0.50039347 0.40816234 0.27211992 0.32454956] [ 0.61220961 0.50493455 0.4134774 0.15824918 0.37087651] [ 0.36840108 0.48833194 0.45092779 0.52247719 0.4944937 ] [ 0.44612015 0.50321706 0.50921444 0.46583864 0.48394557] [ 0.55320003 0.37265967 0.45541308 0.68836201 0.36852623] [ 0.39998442 0.52162094 0.56362408 0.67984753 0.50961465] [ 0.75513669 0.36483843 0.60902927 0.29284905 0.50748777] [ 0.60476513 0.43901859 0.43685889 0.43820573 0.57780567] [ 0.5552358 0.3582025 0.53999418 0.65833265 0.56680348] [ 0.66559221 0.4193515 0.4909246 0.4460273 0.29863421] [ 0.78289253 0.44272186 0.57009862 0.24733659 0.49888515] [ 0.23064315 0.66474319 0.28958887 0.84482154 0.61192098] [ 0.60937975 0.35809948 0.54137291 0.58211408 0.31823889] [ 0.5078654 0.68130923 0.54621391 0.61169558 0.58285147] [ 0.77691659 0.39866826 0.53753181 0.28732217 0.42743884] [ 0.4610904 0.58618622 0.56292471 0.6437919 0.5513018 ] [ 0.80786814 0.34249356 0.49485821 0.18356757 0.37582155] [ 0.50938056 0.56592362 0.3742904 0.65969677 0.32718452] [ 0.33135472 0.59792024 0.43347246 0.86381247 0.533152 ] [ 0.59082635 0.38767331 0.51606811 0.32675454 0.42061387] [ 0.74625696 0.34495787 0.45067486 0.27726281 0.37704459] [ 0.85127007 0.49324508 0.5000543 0.23075448 0.40399639] [ 0.10898983 0.73471854 0.3795587 0.78668389 0.48183512] [ 0.48885208 0.43380379 0.43061586 0.58611826 0.57084672] [ 0.57245448 0.61590323 0.47026016 0.46519958 0.5233713 ] [ 0.58508285 0.36915121 0.49347135 0.46294772 0.60220566] [ 0.48722869 0.64410958 0.30704863 0.60553284 0.35526298] [ 0.68834978 0.46793912 0.428265 0.31684222 0.44867692] [ 0.66839996 0.65684339 0.42497849 0.39280172 0.42249139] [ 0.30331051 0.52564545 0.43722387 0.84129767 0.51177723] Progress: 53.0% ... Training loss: 0.452 ... Validation loss: 0.742[ 0.44154242 0.53342173 0.49456399 0.64843737 0.47222904] [ 0.32093156 0.65338089 0.32550284 0.91054881 0.52524105] [ 0.79500942 0.39631151 0.56840323 0.17046599 0.30611157] [ 0.49995772 0.56325036 0.39287403 0.61629449 0.50171498] [ 0.72214111 0.41119262 0.56565905 0.61992747 0.42341269] [ 0.65104589 0.46478169 0.56727994 0.30060831 0.48075493] [ 0.38371448 0.57531403 0.34098203 0.77840046 0.34073368] [ 0.22485735 0.59010319 0.54708138 0.92809396 0.66023878] [ 0.66232646 0.45585681 0.61425345 0.57259477 0.51308962] [ 0.2646681 0.73734954 0.30470029 0.77800694 0.50315903] [ 0.27330879 0.44028185 0.46281238 0.66322863 0.6080372 ] [ 0.58789719 0.51803902 0.48084009 0.45771059 0.51604862] [ 0.66231606 0.51502723 0.47991595 0.48330992 0.45513917] [ 0.6257639 0.61883523 0.4868782 0.46763236 0.39351412] [ 0.71000329 0.46849397 0.59801816 0.65712571 0.32799263] [ 0.44959376 0.51140793 0.39820502 0.64065566 0.53587797] [ 0.6884385 0.42094764 0.61388478 0.5063799 0.43054764] [ 0.54824789 0.63323458 0.45016661 0.60936363 0.40934629] [ 0.74496524 0.48707469 0.54286562 0.34308986 0.51614671] [ 0.35917902 0.55645911 0.45905671 0.85767236 0.60997599] [ 0.57145086 0.700166 0.31396469 0.49971249 0.35632365] [ 0.86681174 0.44917874 0.52586311 0.23761147 0.37089965] [ 0.80462811 0.34640216 0.48633899 0.31721978 0.51187783] [ 0.4673907 0.42891198 0.42156653 0.63395723 0.49043477] [ 0.56767986 0.53491355 0.39957336 0.6416953 0.37693584] [ 0.6371111 0.56416504 0.34993606 0.59566271 0.54950943] [ 0.58187147 0.47635334 0.59506901 0.44295358 0.55431964] [ 0.52260053 0.60842212 0.51067634 0.66060184 0.43929846] [ 0.48296668 0.67278577 0.36494072 0.66326352 0.52857341] [ 0.56331615 0.56530292 0.50994706 0.52271951 0.50046622] [ 0.65448462 0.60553533 0.44609996 0.4810739 0.3968414 ] [ 0.365311 0.7107781 0.34791685 0.72949704 0.37577989] [ 0.23972397 0.57816533 0.50134739 0.81335791 0.546071 ] [ 0.41852965 0.54450564 0.59478306 0.73770182 0.46578657] [ 0.52281975 0.54308547 0.65853709 0.59096225 0.52891076] [ 0.53734495 0.56273974 0.43343569 0.50104596 0.50943774] [ 0.60710607 0.41833483 0.41311535 0.35706283 0.47516071] [ 0.54026947 0.5807426 0.38352318 0.81289509 0.43437254] [ 0.76825669 0.48583227 0.43056786 0.39170495 0.50796577] [ 0.68858324 0.28423565 0.6957591 0.22017409 0.46458408] [ 0.54508687 0.42287709 0.57080634 0.33267734 0.46115566] [ 0.65927659 0.47942254 0.57180991 0.67258309 0.2854178 ] [ 0.57847507 0.39571778 0.42992144 0.37086805 0.4017545 ] [ 0.72981063 0.42077126 0.41503154 0.2442873 0.40502966] [ 0.38183014 0.55447747 0.5372706 0.65313366 0.4732563 ] [ 0.4662094 0.61619677 0.3940043 0.56300473 0.44382514] [ 0.69563846 0.60762682 0.41196157 0.48835644 0.35244518] [ 0.795715 0.52740707 0.48593241 0.61189882 0.42818537] [ 0.19253748 0.60396477 0.45357662 0.76164462 0.64333406] [ 0.62309745 0.59147246 0.30632518 0.52649216 0.44151902] [ 0.87833391 0.33114375 0.47235026 0.19172647 0.39395775] [ 0.71575228 0.42012711 0.56874845 0.45895993 0.43672221] [ 0.4636258 0.67421153 0.29926356 0.61101748 0.40833533] [ 0.63067834 0.43633061 0.45262937 0.23323752 0.30183976] [ 0.60139121 0.68509155 0.41893484 0.47098339 0.4400754 ] [ 0.72530851 0.45920146 0.39331752 0.61657892 0.43338023] [ 0.45287857 0.40405081 0.48101813 0.76498477 0.42682274] [ 0.43498154 0.5794031 0.62520716 0.56043024 0.51437933] [ 0.46021355 0.45775278 0.46925249 0.69742244 0.4146813 ] [ 0.62138072 0.63955638 0.36381984 0.54162868 0.43598078] [ 0.50175762 0.45558731 0.52755485 0.41471109 0.46146367] [ 0.61358482 0.51276305 0.42360523 0.36905647 0.32520087] [ 0.59510069 0.49157773 0.56384397 0.43624314 0.41070955] [ 0.30828385 0.55329104 0.47332495 0.68520132 0.40663998] [ 0.56384429 0.49639076 0.57170363 0.61720018 0.49660351] [ 0.24874076 0.69174687 0.46064451 0.73030109 0.37121576] [ 0.55897046 0.37679412 0.4909686 0.30111905 0.5082609 ] [ 0.58506956 0.5970926 0.33101573 0.61329603 0.47763713] [ 0.63010279 0.49060112 0.43294595 0.39204474 0.4800806 ] [ 0.29919646 0.62991855 0.54661444 0.6048344 0.66543908] [ 0.33403912 0.59815479 0.44120145 0.75218256 0.47147237] [ 0.36905618 0.51997049 0.49276389 0.48205803 0.60572749] [ 0.78517372 0.45841481 0.48349406 0.1914106 0.32300884] [ 0.4710479 0.58226035 0.45230941 0.65474863 0.49112396] [ 0.43327595 0.37181215 0.58396216 0.3966216 0.71040321] [ 0.63934381 0.44481969 0.47888982 0.71312035 0.39248343] [ 0.43485644 0.61683847 0.51194273 0.61951728 0.5672378 ] [ 0.694006 0.41964869 0.56032407 0.4184671 0.41020177] [ 0.46868911 0.64432031 0.37603017 0.62812568 0.41869349] [ 0.33389386 0.64222965 0.5631971 0.60468645 0.5418879 ] [ 0.19251511 0.50552252 0.37871275 0.81965987 0.58522689] [ 0.50649828 0.41310569 0.58184302 0.52205048 0.52396859] [ 0.36194541 0.55990505 0.42915075 0.79967799 0.56572771] [ 0.70156908 0.56720417 0.36909731 0.35813703 0.25969672] [ 0.34999425 0.54301883 0.50425392 0.7032861 0.43782163] [ 0.65486289 0.61640726 0.50957186 0.54772957 0.42645915] [ 0.60086797 0.5976696 0.40820834 0.62873411 0.54530246] [ 0.47101152 0.56049597 0.46596781 0.3768097 0.3827556 ] [ 0.34168764 0.57265972 0.49353891 0.82128089 0.49621721] [ 0.69183781 0.62286542 0.56245122 0.4687934 0.46694019] [ 0.56865476 0.55429747 0.35676752 0.37318113 0.33366214] [ 0.62618473 0.53808842 0.4687701 0.41214635 0.58201875] [ 0.73949269 0.43803672 0.59167636 0.60032575 0.34681312] [ 0.63402805 0.58338921 0.35778799 0.39479696 0.34462981] [ 0.79126768 0.3793713 0.66560178 0.18492451 0.43909427] [ 0.54750445 0.42813128 0.49712282 0.49554723 0.38839949] [ 0.44238385 0.62647206 0.37582133 0.56087569 0.33512705] [ 0.35268857 0.59590785 0.48942629 0.77085448 0.60943802] [ 0.57437211 0.48097604 0.41258684 0.60421661 0.33013183] [ 0.66290019 0.5203792 0.60202043 0.53285698 0.46991349] [ 0.61001147 0.67801139 0.49192468 0.54116183 0.42290162] [ 0.29692219 0.51750642 0.51348621 0.77548001 0.60557569] [ 0.33773434 0.55609226 0.42099328 0.76894949 0.38685219] [ 0.52460126 0.46283471 0.46692086 0.61587691 0.40784006] [ 0.60773786 0.5162197 0.41023963 0.39935923 0.36762338] [ 0.73979957 0.50226471 0.53279079 0.1880853 0.42490717] [ 0.28959103 0.70320791 0.47100499 0.68527167 0.58306805] [ 0.45740566 0.61167627 0.44209316 0.57720288 0.55038646] [ 0.82679946 0.49972548 0.51401094 0.2773626 0.40666622] [ 0.26923435 0.48597721 0.49483071 0.81825428 0.54346213] [ 0.72448991 0.35872379 0.68718441 0.4420024 0.45836271] [ 0.41279268 0.65285355 0.25083627 0.75015622 0.49547981] [ 0.32316154 0.59980159 0.32003903 0.76314656 0.46825342] [ 0.12722975 0.70789775 0.42277066 0.84315769 0.68262653] [ 0.75892958 0.4196863 0.56543071 0.17836204 0.29712485] [ 0.34412494 0.57148645 0.50743293 0.81765951 0.66284221] [ 0.31652932 0.71254754 0.3016874 0.80238306 0.54770251] [ 0.461266 0.49167961 0.51763532 0.69255886 0.42283448] [ 0.18702159 0.53557178 0.54592713 0.91210599 0.72112275] [ 0.72932128 0.37060443 0.63747259 0.51551543 0.41318071] [ 0.24106156 0.61543107 0.53707333 0.85335985 0.59528558] [ 0.13124002 0.70155128 0.33497586 0.83541608 0.58624662] [ 0.85965924 0.31054865 0.66144455 0.19438646 0.40093517] [ 0.62301471 0.3660679 0.48742703 0.5932717 0.39882112] [ 0.59840871 0.47664712 0.48298012 0.65102566 0.34800815] [ 0.24324574 0.52873471 0.31800527 0.92435758 0.56493851] [ 0.58453864 0.60689729 0.39600318 0.2427809 0.34034047] [ 0.43242466 0.42327914 0.36480194 0.52973687 0.49832824] Progress: 53.0% ... Training loss: 0.452 ... Validation loss: 0.742[ 0.81793351 0.39422039 0.57374665 0.32383048 0.34403984] [ 0.75441793 0.52238478 0.37748947 0.3295771 0.30802986] [ 0.59713636 0.483509 0.62725696 0.54103596 0.53949402] [ 0.65652746 0.50292871 0.47206547 0.41462866 0.37612378] [ 0.76339364 0.48099341 0.53719937 0.14709891 0.34436536] [ 0.87533402 0.4741418 0.4642079 0.19340797 0.3900603 ] [ 0.29156795 0.37092646 0.52316035 0.58360849 0.63214101] [ 0.55498477 0.57556012 0.6053463 0.55632088 0.46273845] [ 0.28142578 0.58896602 0.52368686 0.84383393 0.60207841] [ 0.73974285 0.48042058 0.59688806 0.44137388 0.43954515] [ 0.58611948 0.46457696 0.48181777 0.46997537 0.49118929] [ 0.78717925 0.4928085 0.48117367 0.42887649 0.35920148] [ 0.60770727 0.60268566 0.38309684 0.67028719 0.42414999] [ 0.49645053 0.50345085 0.48319149 0.43899522 0.42746527] [ 0.44353518 0.5828175 0.48516132 0.6299363 0.35881532] [ 0.69370841 0.5437984 0.44708942 0.43821816 0.33519521] [ 0.66188943 0.51522914 0.47982703 0.48350768 0.45521819] [ 0.77778303 0.34176595 0.53782709 0.25732263 0.5296312 ] [ 0.24717619 0.64436947 0.51793947 0.86128146 0.57044672] [ 0.64935733 0.31253955 0.65176426 0.60613402 0.44346718] [ 0.41613996 0.50976202 0.47720794 0.65620914 0.62175301] [ 0.40740344 0.64034483 0.40897046 0.61970095 0.42548825] [ 0.6124931 0.41697614 0.51010478 0.4902942 0.46554481] [ 0.35017318 0.61666575 0.29993465 0.77992216 0.46698299] [ 0.85821963 0.3667177 0.53643165 0.09220886 0.4295067 ] [ 0.46735753 0.63650796 0.5071727 0.66329707 0.44985294] [ 0.28534559 0.57494404 0.44209478 0.80100176 0.44759494] [ 0.65715451 0.64213143 0.43434555 0.52486107 0.4626309 ] [ 0.35238914 0.60088828 0.41594599 0.44684491 0.53523119] [ 0.61856891 0.41168452 0.41959428 0.49274483 0.3648369 ] [ 0.26348408 0.46419066 0.3986049 0.84582748 0.58352703] [ 0.50236094 0.39779832 0.52188573 0.58148015 0.45516884] [ 0.72237103 0.36979788 0.57486274 0.26483194 0.38680989] [ 0.58405075 0.54351571 0.34987637 0.51669433 0.39698828] [ 0.56452658 0.44452677 0.46384374 0.56379254 0.41183013] [ 0.81772272 0.37168821 0.45541225 0.21136889 0.42243108] [ 0.26413591 0.65269483 0.46384639 0.70265015 0.53269807] [ 0.7397851 0.36616306 0.58126253 0.26773667 0.36817019] [ 0.43794792 0.35124063 0.58080191 0.47239405 0.65129759] [ 0.83938823 0.50874685 0.54560786 0.3962839 0.31868324] [ 0.28789438 0.53930816 0.42904656 0.59365639 0.65983646] [ 0.65608307 0.40033431 0.47903927 0.34822142 0.42434807] [ 0.50747356 0.45683874 0.58866632 0.599917 0.44324528] [ 0.54193896 0.61465964 0.36279689 0.50361811 0.38863489] [ 0.44748513 0.62613312 0.2775672 0.61961635 0.45278745] [ 0.3341235 0.68474023 0.44676124 0.66076389 0.34219937] [ 0.60314345 0.30121694 0.50984826 0.48748008 0.3447733 ] [ 0.3990469 0.48446732 0.47230325 0.53263299 0.58421412] [ 0.72410082 0.3031906 0.61379706 0.23149887 0.37271389] [ 0.34433989 0.5349334 0.50870397 0.65945738 0.40742901] [ 0.77567568 0.53474266 0.49773214 0.32216667 0.5182244 ] [ 0.72432826 0.50077752 0.52046508 0.27394831 0.41192617] [ 0.49021038 0.48738914 0.45227581 0.61435157 0.41894571] [ 0.29239861 0.70305272 0.35031095 0.74332398 0.54870003] [ 0.51825761 0.6292854 0.34137757 0.6598395 0.39427668] [ 0.6208824 0.41324227 0.37647225 0.34447454 0.35414225] [ 0.53761581 0.43668629 0.53123986 0.70635535 0.46197921] [ 0.49243375 0.64134052 0.25580471 0.67568457 0.34347222] [ 0.74819637 0.43972645 0.45894015 0.39550632 0.47668405] [ 0.47300628 0.54465732 0.44370726 0.69695704 0.37174533] [ 0.29862049 0.52590524 0.55077494 0.84890699 0.65414527] [ 0.60164619 0.51936914 0.58434382 0.60759985 0.33975837] [ 0.53460609 0.49439515 0.56851333 0.77308972 0.46218438] [ 0.71175352 0.61902056 0.40063452 0.53653066 0.46599776] [ 0.74538282 0.43173851 0.57523817 0.67263178 0.4036242 ] [ 0.64390688 0.52188569 0.42219316 0.47125356 0.55053262] [ 0.59335663 0.33567785 0.56616349 0.6171298 0.4486587 ] [ 0.47012689 0.62999099 0.47690386 0.54492142 0.45942919] [ 0.50120563 0.37045204 0.53496431 0.66304554 0.55984776] [ 0.88281334 0.31085135 0.56967892 0.17540468 0.3183815 ] [ 0.41552599 0.60062038 0.51180096 0.55523357 0.43000518] [ 0.71838498 0.25681046 0.54646484 0.38923406 0.43512634] [ 0.69830093 0.54144352 0.34751854 0.64336887 0.41469847] [ 0.21721847 0.7063988 0.45252963 0.82070405 0.58126866] [ 0.33055943 0.53245762 0.51040871 0.65034698 0.47706404] [ 0.53764106 0.73757842 0.36038689 0.56327536 0.48548139] [ 0.82300832 0.35062666 0.35412089 0.2206152 0.38303474] [ 0.63460134 0.33253108 0.75336017 0.49398695 0.43244823] [ 0.28940617 0.57332634 0.5471299 0.73805601 0.53165986] [ 0.50690852 0.484075 0.44103977 0.65602079 0.36556423] [ 0.34323161 0.63385871 0.50690069 0.63160322 0.52500708] [ 0.57037119 0.44857206 0.52025842 0.34942255 0.52522845] [ 0.5215851 0.38977644 0.35859367 0.35878537 0.37118277] [ 0.32579044 0.53999629 0.4094969 0.81988844 0.53074483] [ 0.41281303 0.50264746 0.48868596 0.73895968 0.47225199] [ 0.79950163 0.40532712 0.53046402 0.22348133 0.44009722] [ 0.62782188 0.58985164 0.4696679 0.36735038 0.40268109] [ 0.46095854 0.62996877 0.46334084 0.6493751 0.53212206] [ 0.47108597 0.5604913 0.4659574 0.37674266 0.38276561] [ 0.38671037 0.66904935 0.30240664 0.71766587 0.39127276] [ 0.55270575 0.45079997 0.60663527 0.32044603 0.44308217] [ 0.68943514 0.33823909 0.5198199 0.51837605 0.43978472] [ 0.75476876 0.31311797 0.71355217 0.39112575 0.33018864] [ 0.29349504 0.59931877 0.34740699 0.69279485 0.47047261] [ 0.57220286 0.40619644 0.55281291 0.28150658 0.56690599] [ 0.3436211 0.56233257 0.39176456 0.7108209 0.58616515] [ 0.46164576 0.42839939 0.45265094 0.52435973 0.44542482] [ 0.71274024 0.27014147 0.58491276 0.53457475 0.41359791] [ 0.61547985 0.6049854 0.46506405 0.52023418 0.40948441] [ 0.46591299 0.54974299 0.42287196 0.66297015 0.53591636] [ 0.38884987 0.57442995 0.47166479 0.40436385 0.50088937] [ 0.65195289 0.40866524 0.55895329 0.49345938 0.37951744] [ 0.80275012 0.47407041 0.44664437 0.42062232 0.3636556 ] [ 0.77459989 0.39226931 0.56019882 0.24626147 0.39227501] [ 0.37093766 0.57507127 0.61505711 0.72635418 0.49638111] [ 0.82979644 0.48330054 0.50823289 0.30499458 0.38384635] [ 0.57742815 0.60485609 0.4241988 0.51700455 0.3952382 ] [ 0.53671851 0.55561787 0.47340741 0.55693174 0.33963926] [ 0.42545487 0.53668299 0.49075723 0.68927512 0.36307941] [ 0.58835181 0.57179523 0.56635173 0.6582965 0.45871816] [ 0.75740618 0.31072603 0.59307203 0.22227714 0.44901514] [ 0.49380776 0.68366914 0.43392732 0.6140829 0.5142529 ] [ 0.39906833 0.47374033 0.56065022 0.79983783 0.6083092 ] [ 0.33673126 0.51449706 0.48956989 0.52609728 0.61169805] [ 0.60299044 0.42544648 0.48456614 0.55601337 0.49421203] [ 0.28475032 0.61132082 0.37484695 0.82777897 0.52777833] [ 0.74436522 0.52326196 0.43309565 0.50371333 0.44522385] [ 0.38299689 0.54884159 0.46249198 0.63895903 0.61558552] [ 0.65683239 0.48539138 0.55782951 0.55789179 0.36348639] [ 0.45853799 0.5576256 0.45788646 0.57817084 0.46091011] [ 0.63171789 0.49141667 0.5882251 0.60424146 0.43855398] [ 0.69370841 0.5437984 0.44708942 0.43821816 0.33519521] [ 0.64980752 0.55768712 0.48991879 0.34047462 0.3829226 ] [ 0.40557076 0.65994077 0.37148057 0.70301946 0.48477885] [ 0.57242146 0.52622681 0.34673574 0.2930161 0.41784816] [ 0.63109919 0.54753038 0.69040168 0.45551382 0.49054536] [ 0.65499243 0.53371528 0.44482985 0.30680056 0.58833578] [ 0.74417688 0.30800999 0.62121085 0.45992156 0.39203531] Progress: 53.1% ... Training loss: 0.451 ... Validation loss: 0.741[ 0.31587811 0.59708711 0.43391149 0.81289381 0.35994409] [ 0.30762717 0.69060723 0.31716212 0.81824298 0.4484062 ] [ 0.27297219 0.51975705 0.49359355 0.72711303 0.74711836] [ 0.65917571 0.51876965 0.53480851 0.21711196 0.60264691] [ 0.22935651 0.61015232 0.52640566 0.82892942 0.48035486] [ 0.55763877 0.61186793 0.46170563 0.69426374 0.44917087] [ 0.66300078 0.57596606 0.47153163 0.40129339 0.43905001] [ 0.65072431 0.53832714 0.36561547 0.4715768 0.34043512] [ 0.4696372 0.67778244 0.52685113 0.59745321 0.63040603] [ 0.63874058 0.60204833 0.46191213 0.58809391 0.33788984] [ 0.85065469 0.34320319 0.66084076 0.23593899 0.40528646] [ 0.69610478 0.47234249 0.53690974 0.76111801 0.40213497] [ 0.56869615 0.43114024 0.49393031 0.36660567 0.32415424] [ 0.16110137 0.71132121 0.36241198 0.88724023 0.6488891 ] [ 0.73951781 0.48114712 0.43359357 0.41889286 0.37545015] [ 0.84500726 0.39759774 0.56979224 0.30702242 0.39146139] [ 0.71643472 0.50120755 0.53790131 0.28872979 0.55885733] [ 0.76020964 0.45860621 0.50622963 0.25157077 0.28113715] [ 0.54420879 0.53585069 0.57916621 0.71459502 0.42328481] [ 0.55823832 0.44769677 0.42908859 0.39392711 0.46995211] [ 0.85482672 0.26853671 0.50831602 0.23489818 0.37123287] [ 0.64107217 0.42541427 0.56327052 0.29628423 0.42498776] [ 0.53759653 0.59262889 0.44766413 0.52333721 0.42932152] [ 0.41988577 0.57209549 0.56399475 0.55499536 0.6221968 ] [ 0.65686817 0.50664508 0.49725088 0.31942393 0.40394578] [ 0.79604247 0.34764665 0.50445717 0.20379852 0.37196622] [ 0.24470706 0.70475482 0.48863533 0.69095184 0.55323833] [ 0.38800216 0.5542362 0.46132494 0.84038517 0.56667018] [ 0.63137266 0.39471462 0.52020984 0.49551089 0.30111389] [ 0.32929704 0.5739442 0.51675701 0.66848312 0.56018148] [ 0.78699049 0.32110481 0.51963384 0.21638883 0.45688373] [ 0.58554737 0.62656419 0.36842806 0.37180549 0.33074086] [ 0.679724 0.58428336 0.42707094 0.54952436 0.34265402] [ 0.61316286 0.50934885 0.42076113 0.3563019 0.46136056] [ 0.53890991 0.5799975 0.42176576 0.50480036 0.44941109] [ 0.5310492 0.50464002 0.48471563 0.44869597 0.38440125] [ 0.56175871 0.37834253 0.49165451 0.26960091 0.37477481] [ 0.66099418 0.44399876 0.44082476 0.26346164 0.38155866] [ 0.22484504 0.68874149 0.32361412 0.84204748 0.63659696] [ 0.19860685 0.62052456 0.38962126 0.76672283 0.62611703] [ 0.68671792 0.49126484 0.49574948 0.35396299 0.43164828] [ 0.24458051 0.56688804 0.34803948 0.73893629 0.49605954] [ 0.33037818 0.57506848 0.42374637 0.64686771 0.4216907 ] [ 0.61096514 0.44337323 0.45421488 0.33071396 0.47021447] [ 0.580811 0.42965179 0.57975617 0.56534383 0.34282942] [ 0.58822924 0.66101121 0.33110963 0.57481868 0.46471714] [ 0.30213932 0.66606132 0.34167311 0.60774153 0.43225215] [ 0.56047614 0.38925307 0.3897047 0.4225513 0.4880359 ] [ 0.69919984 0.44544834 0.38026151 0.26964661 0.31099921] [ 0.53504797 0.53292665 0.44366858 0.70034314 0.40459279] [ 0.74776085 0.34005129 0.58419913 0.43584297 0.38543036] [ 0.70089714 0.34442645 0.46488899 0.26084491 0.50296741] [ 0.85415761 0.34383143 0.54138817 0.3008928 0.36510008] [ 0.24594975 0.64352149 0.34921508 0.73367066 0.41238293] [ 0.20447418 0.58620727 0.47945659 0.73056623 0.43073624] [ 0.48524026 0.49690076 0.50118281 0.65524213 0.33197828] [ 0.43118132 0.69582834 0.50104691 0.69951753 0.49264495] [ 0.72828363 0.4988491 0.46318248 0.32418167 0.34014111] [ 0.43929521 0.51126515 0.35468504 0.68695251 0.49614212] [ 0.49448538 0.63961599 0.34026668 0.60341996 0.41728838] [ 0.57345685 0.3638038 0.59769936 0.68666629 0.49300423] [ 0.53076118 0.55308351 0.51373195 0.67514114 0.43316323] [ 0.63746661 0.37211675 0.61480235 0.50914177 0.35249276] [ 0.81022247 0.36323853 0.57777092 0.23723126 0.42459451] [ 0.47871776 0.56769519 0.34999571 0.50878108 0.41255841] [ 0.63884693 0.44521042 0.3652505 0.31417721 0.35356109] [ 0.60350081 0.54566617 0.32977962 0.39721406 0.41991825] [ 0.31513114 0.62271594 0.52576154 0.75097929 0.44511152] [ 0.80657291 0.47056894 0.46037134 0.42601929 0.39155143] [ 0.78697543 0.49166647 0.58174695 0.50464284 0.35159627] [ 0.3229873 0.47135104 0.33891176 0.79934062 0.48448652] [ 0.83032207 0.34314856 0.4478594 0.27098589 0.41788244] [ 0.32136645 0.55388963 0.4864034 0.70420703 0.61402134] [ 0.66883385 0.55383418 0.48525394 0.31894557 0.40396799] [ 0.87093708 0.45712878 0.46578762 0.25571217 0.38801149] [ 0.48063625 0.64855641 0.48453176 0.60547514 0.65105339] [ 0.54781252 0.55279419 0.30575452 0.56997575 0.50447167] [ 0.48521936 0.60276512 0.32301576 0.56211167 0.44545516] [ 0.70629616 0.3854031 0.49105058 0.48731888 0.24476167] [ 0.68156931 0.52434639 0.47700417 0.30052785 0.40149468] [ 0.56274267 0.4297629 0.57262771 0.63947525 0.46215135] [ 0.37612922 0.58990998 0.3913931 0.79555468 0.3536324 ] [ 0.36167288 0.52699751 0.43593788 0.60003354 0.51416804] [ 0.69536656 0.4533284 0.61381854 0.23516892 0.42220326] [ 0.57195022 0.61284467 0.35081364 0.43562344 0.57054733] [ 0.38081982 0.6374312 0.5476606 0.52226452 0.35000214] [ 0.55745672 0.47880366 0.33590652 0.41357546 0.4484529 ] [ 0.72163706 0.44094269 0.49696624 0.63075089 0.45185436] [ 0.75898138 0.31220703 0.42628301 0.37237384 0.45530777] [ 0.63821718 0.49044078 0.45158973 0.54009659 0.47765733] [ 0.60216351 0.53468591 0.47292403 0.4126942 0.3207088 ] [ 0.57772176 0.51968968 0.52428974 0.72419167 0.48809971] [ 0.12678924 0.7083681 0.4225015 0.8433641 0.6828934 ] [ 0.53866656 0.53840301 0.47826778 0.64977824 0.42114339] [ 0.54276765 0.4149306 0.4681838 0.70866178 0.42484627] [ 0.71036057 0.44562115 0.44034711 0.29869023 0.37950901] [ 0.74159268 0.54910356 0.49176971 0.48955597 0.43154551] [ 0.46999361 0.63006966 0.47688188 0.54491031 0.4594741 ] [ 0.73043982 0.53955047 0.53475816 0.26661883 0.39433055] [ 0.50035853 0.49474681 0.37317847 0.34344076 0.37740495] [ 0.58262623 0.46596368 0.30074871 0.60676738 0.38169523] [ 0.52747144 0.46490575 0.57547247 0.39797334 0.36687437] [ 0.69151539 0.54427023 0.28803991 0.35487415 0.39810938] [ 0.71713969 0.5235155 0.45635161 0.31937835 0.44714035] [ 0.57398505 0.52701304 0.41533538 0.42687529 0.51481263] [ 0.4943037 0.59833685 0.40933991 0.50790514 0.56587732] [ 0.41854101 0.53010885 0.42441285 0.61859709 0.58160802] [ 0.50762162 0.58887195 0.38732224 0.51854784 0.46793717] [ 0.60634147 0.52466954 0.50725881 0.38406102 0.49531664] [ 0.53068499 0.62465424 0.43565738 0.59245428 0.43483653] [ 0.16946929 0.68394047 0.46644502 0.79574232 0.57859606] [ 0.55089192 0.63083231 0.46072332 0.53124926 0.43672674] [ 0.47170975 0.63243576 0.32719497 0.45614709 0.31989409] [ 0.74017893 0.50383739 0.31253846 0.46431639 0.3965468 ] [ 0.53944114 0.59620644 0.44703924 0.57411788 0.53086042] [ 0.40012369 0.63664684 0.46061623 0.54040724 0.41289303] [ 0.37419012 0.6120033 0.52708835 0.84311988 0.63190192] [ 0.602384 0.63202433 0.32262641 0.43886959 0.36121388] [ 0.48281479 0.53279451 0.49773491 0.69707342 0.47665518] [ 0.60933273 0.42711802 0.38252907 0.47784307 0.54963079] [ 0.51005197 0.52220529 0.49193686 0.81707081 0.54915359] [ 0.69928573 0.46007262 0.43839912 0.45029145 0.39405889] [ 0.60921817 0.45787693 0.51062027 0.44116207 0.35613674] [ 0.78616654 0.45192622 0.46060595 0.25263573 0.40638665] [ 0.61849792 0.38015401 0.63489229 0.38588853 0.48627313] [ 0.26302702 0.46450204 0.39848221 0.84587178 0.58365424] [ 0.42359741 0.55620504 0.5191099 0.77067238 0.45287201] [ 0.49941647 0.66949381 0.52497582 0.62331926 0.46663877] Progress: 53.1% ... Training loss: 0.451 ... Validation loss: 0.741[ 0.50070116 0.62150786 0.38984024 0.43507071 0.46566345] [ 0.54183096 0.61794121 0.46373641 0.56725096 0.5129918 ] [ 0.69926905 0.3292437 0.56466047 0.34035057 0.50851496] [ 0.59505871 0.42395385 0.57318905 0.36627956 0.62841909] [ 0.61711969 0.44898725 0.66960668 0.75940575 0.42078749] [ 0.5316901 0.49510097 0.49327915 0.75558043 0.37754487] [ 0.63725106 0.53476082 0.35801081 0.49361486 0.40363628] [ 0.5227198 0.69671574 0.37993635 0.49977653 0.3347359 ] [ 0.4688916 0.70286165 0.33414183 0.6748349 0.29920376] [ 0.21440812 0.59904502 0.36920263 0.84844421 0.58545496] [ 0.44932226 0.44905213 0.4539439 0.53026917 0.4368329 ] [ 0.78888287 0.45701412 0.45028032 0.21378701 0.29525992] [ 0.42061057 0.54976347 0.44461083 0.82803723 0.48825651] [ 0.68172405 0.50033002 0.5091628 0.35688248 0.48674449] [ 0.63456164 0.46247086 0.59733433 0.63762848 0.49399423] [ 0.3427419 0.60463877 0.3243662 0.77004959 0.50828747] [ 0.62848583 0.47791026 0.47580666 0.35374304 0.36978948] [ 0.42051275 0.63371063 0.31314927 0.7548112 0.2888144 ] [ 0.81941781 0.38635395 0.48281151 0.32654041 0.4848164 ] [ 0.66674037 0.56023829 0.49681805 0.48531077 0.32490381] [ 0.33630086 0.70820593 0.41581546 0.70462598 0.58301871] [ 0.44275118 0.39209024 0.5709081 0.50373466 0.36740836] [ 0.7121425 0.61884731 0.40071767 0.53614104 0.46592928] [ 0.72287648 0.46860013 0.49631193 0.22069265 0.51524033] [ 0.71055877 0.52859859 0.51130674 0.33868749 0.39662643] [ 0.61196725 0.38539423 0.47992331 0.61724459 0.39743932] [ 0.55508293 0.49987147 0.41731098 0.50080361 0.45642777] [ 0.41879743 0.49138202 0.57018188 0.66363335 0.45546733] [ 0.74657998 0.38774957 0.47750643 0.27005949 0.39704337] [ 0.4288221 0.55641258 0.53913099 0.47513944 0.55215596] [ 0.12580341 0.61630381 0.53623495 0.69003272 0.58385502] [ 0.64857547 0.39131527 0.47946971 0.62331964 0.31533555] [ 0.22366403 0.61712143 0.4264373 0.8018795 0.4858361 ] [ 0.77464193 0.35696471 0.58843049 0.26283171 0.45663758] [ 0.68195199 0.43612715 0.53851766 0.39704644 0.39495508] [ 0.57735304 0.43071598 0.59309173 0.60484376 0.5481108 ] [ 0.41477768 0.51204995 0.53846737 0.50466074 0.59648333] [ 0.50957603 0.51923801 0.33093386 0.41896815 0.45099397] [ 0.33125156 0.64919008 0.31345826 0.78875312 0.51573548] [ 0.65595815 0.44416558 0.52593186 0.5204257 0.37522216] [ 0.24928751 0.66680103 0.46557073 0.72662715 0.61430117] [ 0.39046669 0.53532366 0.28088821 0.73558421 0.47128401] [ 0.78860608 0.38829961 0.48387388 0.23531921 0.32183341] [ 0.2121973 0.49602493 0.42163218 0.81251693 0.63508492] [ 0.64503949 0.48428517 0.43329816 0.32018309 0.34386151] [ 0.73182333 0.45575006 0.3867457 0.25846387 0.34325472] [ 0.33780817 0.6534891 0.47612145 0.74534063 0.65370856] [ 0.3509017 0.70372616 0.36511397 0.71269558 0.38859594] [ 0.22136985 0.75558024 0.39851194 0.79701715 0.45850822] [ 0.24305179 0.51801952 0.5321461 0.70394266 0.68411492] [ 0.59685962 0.62178149 0.36388125 0.67581617 0.3767786 ] [ 0.71525549 0.41059718 0.524525 0.6832632 0.42657914] [ 0.73420583 0.45502666 0.38250411 0.30125363 0.38870147] [ 0.86011191 0.42484136 0.4706719 0.22976051 0.39565123] [ 0.59271241 0.53462085 0.45776649 0.47775088 0.43798228] [ 0.75974914 0.52114589 0.52295392 0.36578331 0.35123045] [ 0.34119589 0.58326692 0.55199753 0.65966661 0.54965402] [ 0.54119752 0.51496028 0.44877195 0.52909398 0.40140432] [ 0.65078043 0.50719271 0.46055569 0.42129449 0.36238578] [ 0.34337574 0.55687874 0.48757561 0.5359473 0.3166276 ] [ 0.56338305 0.72718392 0.33815216 0.63628903 0.50116274] [ 0.22660635 0.72953033 0.3760938 0.7208319 0.45475116] [ 0.72652111 0.47686291 0.46254634 0.56739171 0.41624871] [ 0.63511457 0.42772369 0.43036939 0.44939349 0.37631252] [ 0.45540099 0.46982183 0.51918165 0.4770787 0.35733221] [ 0.72283141 0.43434272 0.60912954 0.64799763 0.39671098] [ 0.28320476 0.71987535 0.39329654 0.82867438 0.54248567] [ 0.70493871 0.47891085 0.51914521 0.46151521 0.42660492] [ 0.65652227 0.49873981 0.57578648 0.33263696 0.50470751] [ 0.61435116 0.30205914 0.52353117 0.60385346 0.44190448] [ 0.78374291 0.49888226 0.4462005 0.28501356 0.32030984] [ 0.46995419 0.5623587 0.41515407 0.63860307 0.33598254] [ 0.62717736 0.52918395 0.50651053 0.43843859 0.5271063 ] [ 0.69437765 0.51731083 0.57581624 0.24054826 0.51848682] [ 0.51477987 0.52218487 0.50579944 0.46993191 0.39200253] [ 0.63805252 0.44404794 0.43731212 0.36296012 0.40013113] [ 0.46768048 0.4845062 0.53364817 0.34138192 0.50511978] [ 0.48557234 0.57914775 0.43199765 0.53642952 0.46880659] [ 0.28968106 0.64804431 0.58383033 0.7196607 0.67313908] [ 0.33677406 0.67295224 0.46452552 0.69431698 0.5925067 ] [ 0.83751412 0.37752361 0.69938364 0.22673532 0.42051428] [ 0.64638249 0.40977218 0.53935421 0.68340453 0.30328219] [ 0.39482104 0.46777579 0.48485563 0.51097277 0.54335405] [ 0.5905699 0.55177313 0.57711261 0.53803793 0.61110939] [ 0.58385979 0.58797032 0.49155376 0.60095873 0.52509554] [ 0.1930241 0.55865011 0.52450961 0.70046085 0.52261625] [ 0.66579679 0.39253584 0.59853731 0.56292396 0.45755373] [ 0.59217071 0.44344113 0.49689892 0.40715523 0.42493111] [ 0.70938363 0.43920954 0.4946549 0.42675814 0.35188614] [ 0.74216706 0.54876413 0.49190913 0.48908675 0.43141778] [ 0.62487171 0.47133618 0.59092097 0.7205285 0.41311239] [ 0.66825268 0.63093781 0.4071373 0.48497678 0.42483534] [ 0.77545005 0.38570075 0.46511989 0.58167705 0.38150706] [ 0.39490678 0.6076352 0.4807792 0.46533275 0.55986006] [ 0.38231995 0.53523681 0.56285983 0.7717625 0.49820658] [ 0.61765117 0.58775007 0.44388377 0.47805027 0.36129533] [ 0.7029656 0.49348321 0.47770998 0.63068766 0.5012711 ] [ 0.62722869 0.59019804 0.46952898 0.36770881 0.40279725] [ 0.74949766 0.53797299 0.57297675 0.53467256 0.39105942] [ 0.49813882 0.44398411 0.57729907 0.58238422 0.44148784] [ 0.27618309 0.5526764 0.56190049 0.75329082 0.63364716] [ 0.57735304 0.43071598 0.59309173 0.60484376 0.5481108 ] [ 0.490473 0.40133959 0.35385429 0.64392646 0.41169012] [ 0.46900776 0.42480294 0.44512772 0.67044344 0.63942993] [ 0.69117646 0.60665693 0.47527048 0.49851775 0.4631306 ] [ 0.61745777 0.42251994 0.52064182 0.55489992 0.33878626] [ 0.42650174 0.57182255 0.3686314 0.67369397 0.4808716 ] [ 0.47277343 0.58623422 0.50552823 0.28306024 0.38082054] [ 0.72372628 0.47992057 0.47785518 0.2566191 0.53880487] [ 0.62624202 0.56509851 0.47927933 0.51773752 0.37617485] [ 0.40252615 0.62750667 0.45799391 0.69548504 0.53213731] [ 0.42965811 0.54672602 0.66756115 0.47014809 0.53645264] [ 0.27125761 0.69778985 0.3489048 0.82087257 0.55604836] [ 0.50037486 0.63738141 0.50488035 0.55260558 0.40084248] [ 0.63398955 0.3329301 0.75321035 0.49419315 0.43263235] [ 0.60070888 0.57511757 0.45119667 0.50747587 0.33837237] [ 0.32815588 0.55688412 0.57593228 0.83818309 0.59428888] [ 0.64303602 0.33911567 0.47114731 0.59780436 0.38198769] [ 0.362481 0.50318042 0.47397614 0.79193171 0.57425715] [ 0.45562884 0.57998567 0.63535354 0.48559668 0.51436005] [ 0.37327531 0.59735723 0.35514221 0.58386417 0.38464299] [ 0.46780869 0.51892262 0.42413517 0.55588255 0.53926805] [ 0.43594036 0.4147551 0.61332456 0.66260104 0.52498525] [ 0.4003007 0.49440176 0.37313682 0.58459122 0.3828052 ] [ 0.40484546 0.6638458 0.43209451 0.64143559 0.45520462] [ 0.73015151 0.52218253 0.54024989 0.36647162 0.52806902] [ 0.54087322 0.56093086 0.36900913 0.38198957 0.29722895] [ 0.32202726 0.45220657 0.4819952 0.67199375 0.47345255] Progress: 53.2% ... Training loss: 0.451 ... Validation loss: 0.740[ 0.33825183 0.6280075 0.32781527 0.71477795 0.42205345] [ 0.5193068 0.66885995 0.34135696 0.40086488 0.35782268] [ 0.23136511 0.69722346 0.47850599 0.73337794 0.48925659] [ 0.72667161 0.35208185 0.64670929 0.45740886 0.46173498] [ 0.58586851 0.48736895 0.42887067 0.52459175 0.44308722] [ 0.6372692 0.44710173 0.37081002 0.37650508 0.45060334] [ 0.37077376 0.43529703 0.47621461 0.80783903 0.66198201] [ 0.80658684 0.3590091 0.5477991 0.22183017 0.432251 ] [ 0.52332967 0.3882045 0.58678096 0.35766215 0.46896745] [ 0.42626162 0.51436799 0.52121621 0.77983072 0.50962391] [ 0.63133838 0.3996536 0.6254105 0.64504723 0.42660141] [ 0.49057759 0.61279974 0.50532738 0.6022173 0.39413852] [ 0.40080241 0.48335355 0.57885686 0.81122327 0.51312889] [ 0.50280895 0.52101376 0.57095023 0.46551316 0.42390931] [ 0.56067087 0.37878235 0.49147773 0.2700928 0.37493678] [ 0.83006195 0.45384461 0.63302964 0.22135975 0.46359632] [ 0.41656735 0.46895469 0.42162874 0.63145057 0.40206263] [ 0.56544108 0.58738059 0.38634899 0.30756792 0.37737567] [ 0.58919729 0.42043185 0.43615654 0.49593659 0.40434116] [ 0.4878215 0.40181997 0.54004041 0.6833695 0.4434386 ] [ 0.44331479 0.56005111 0.48551409 0.79514812 0.44661133] [ 0.23798016 0.75265134 0.40747712 0.80881582 0.42970441] [ 0.30630058 0.51134738 0.60640255 0.81875869 0.65953118] [ 0.65456657 0.43959923 0.4655389 0.3380781 0.53629067] [ 0.37868138 0.58358458 0.47432676 0.71008886 0.54844596] [ 0.71889479 0.3596644 0.53713171 0.36251807 0.32914092] [ 0.72405946 0.58580521 0.44050241 0.60645301 0.32652288] [ 0.34572801 0.51193242 0.55796756 0.57635809 0.57672725] [ 0.48349328 0.44944549 0.51738668 0.75186 0.42784855] [ 0.37692936 0.50097072 0.52099452 0.81114125 0.53198857] [ 0.71927006 0.49301188 0.43603878 0.38102969 0.43471888] [ 0.75961179 0.48915614 0.59805378 0.33317302 0.45305337] [ 0.82259214 0.4437222 0.46383027 0.24938096 0.3241953 ] [ 0.26650733 0.57217656 0.40781857 0.81604156 0.61209004] [ 0.76884513 0.404536 0.56757553 0.17179454 0.40992761] [ 0.40695476 0.63606503 0.26137866 0.72578646 0.46311751] [ 0.70372973 0.48113481 0.4756527 0.3390606 0.48486722] [ 0.40533582 0.57552736 0.48772033 0.72079204 0.45423322] [ 0.47986661 0.53786441 0.37307545 0.51306022 0.45971454] [ 0.42343689 0.52734459 0.36582941 0.70626411 0.32157914] [ 0.72229788 0.48859318 0.57806545 0.44167782 0.48317357] [ 0.60215805 0.37145964 0.65304237 0.33829 0.47689037] [ 0.55907462 0.56696252 0.50702718 0.46862694 0.44572038] [ 0.4411121 0.62723467 0.37547109 0.5614366 0.33544293] [ 0.3232211 0.54446114 0.43322067 0.6700121 0.66821913] [ 0.51803792 0.54428151 0.44679118 0.45359441 0.52274694] [ 0.57923915 0.44266195 0.57642009 0.56385399 0.35965795] [ 0.29685184 0.68067942 0.382746 0.74066506 0.54132329] [ 0.78317124 0.49445888 0.56256042 0.38689051 0.42651588] [ 0.45060655 0.57066438 0.42792133 0.53109939 0.44115264] [ 0.48068317 0.39851504 0.60577749 0.64659573 0.61698271] [ 0.24023179 0.63876093 0.47999357 0.847726 0.66014041] [ 0.56742619 0.47336898 0.53039742 0.74300615 0.44593129] [ 0.66839642 0.36021836 0.6023246 0.20117538 0.50990787] [ 0.65291665 0.51926806 0.47293838 0.3800255 0.37120375] [ 0.75969477 0.31180545 0.42647549 0.37173582 0.45512411] [ 0.20020966 0.56064487 0.40913958 0.78462567 0.55886589] [ 0.61901301 0.46318225 0.57045636 0.7307426 0.51615667] [ 0.7247454 0.45361527 0.59822567 0.48348676 0.44092955] [ 0.59694327 0.60962521 0.35388766 0.40840164 0.46398122] [ 0.50794506 0.3615736 0.49582071 0.73791384 0.46993592] [ 0.46206713 0.49740277 0.60552282 0.67027049 0.44958983] [ 0.58962444 0.5933126 0.4248116 0.4777327 0.60828182] [ 0.62434565 0.63434257 0.36144712 0.46353551 0.45113831] [ 0.52539788 0.48360316 0.55314527 0.69578257 0.43493741] [ 0.50309375 0.48657256 0.52974941 0.4212622 0.45689946] [ 0.4627022 0.44384561 0.40137124 0.57630683 0.65439798] [ 0.30215135 0.60925432 0.42228886 0.7071798 0.5981695 ] [ 0.70601231 0.38565231 0.4909179 0.48741097 0.24487089] [ 0.47950428 0.50378803 0.29340872 0.44884578 0.44398815] [ 0.42900218 0.5848451 0.47895073 0.57551594 0.57405209] [ 0.43120966 0.52379246 0.56977882 0.66363284 0.51396123] [ 0.34527364 0.58516438 0.33319612 0.72539327 0.60807387] [ 0.42616535 0.58890274 0.49037702 0.75104039 0.62768891] [ 0.56726017 0.44294052 0.37505919 0.59854446 0.37834755] [ 0.44799948 0.60151366 0.47704838 0.52290247 0.41248762] [ 0.26372372 0.62497302 0.51533934 0.79298595 0.4803464 ] [ 0.42211478 0.59388882 0.50905984 0.58292422 0.62625257] [ 0.61732504 0.44724575 0.54251268 0.50775544 0.50655088] [ 0.52731598 0.51982341 0.5070578 0.59489602 0.47973035] [ 0.62920588 0.36808347 0.57288845 0.58834153 0.44345984] [ 0.40003548 0.6590799 0.40684134 0.74061206 0.48130866] [ 0.47974459 0.66010185 0.3745328 0.49974453 0.47011915] [ 0.5852792 0.49347774 0.4451175 0.32567452 0.36167494] [ 0.57849269 0.42277843 0.51363555 0.32892404 0.4742587 ] [ 0.4574698 0.54985996 0.61059416 0.82859635 0.5807658 ] [ 0.51162388 0.56539559 0.57510183 0.51176833 0.56597468] [ 0.38918488 0.62147942 0.32024673 0.81065925 0.41818272] [ 0.63440898 0.40056205 0.62582672 0.37953741 0.50892227] [ 0.58226715 0.45626894 0.51029185 0.51416893 0.37643314] [ 0.80886759 0.47842259 0.42735047 0.25664797 0.46258315] [ 0.17753129 0.61504319 0.36138923 0.88541548 0.56853534] [ 0.42334244 0.60787481 0.45708952 0.58986926 0.69750439] [ 0.79776157 0.3689236 0.43002164 0.23878667 0.32329837] [ 0.61160563 0.42886895 0.51861818 0.30302872 0.61937626] [ 0.68732385 0.58614342 0.50993715 0.44931147 0.48556691] [ 0.61012552 0.38718064 0.51466316 0.30299029 0.47475148] [ 0.67281566 0.57030393 0.50402166 0.4400631 0.36209297] [ 0.76549173 0.43691453 0.49739199 0.21401344 0.28113737] [ 0.40711063 0.57073023 0.40019592 0.51277818 0.32226056] [ 0.65176333 0.44715485 0.42992333 0.22191349 0.31079052] [ 0.58390043 0.58886431 0.54368866 0.54400277 0.38432762] [ 0.34587862 0.62272576 0.38988555 0.65476653 0.35800159] [ 0.61664243 0.42495264 0.62830564 0.58271755 0.41067166] [ 0.50643536 0.59211521 0.55839272 0.81932657 0.53246173] [ 0.6724195 0.361048 0.67242661 0.31509561 0.38879579] [ 0.31092255 0.68339645 0.37114775 0.78584545 0.50522923] [ 0.39662948 0.55098181 0.40713455 0.73585125 0.35836248] [ 0.80525649 0.36782695 0.55530254 0.58663583 0.37564794] [ 0.79433313 0.34880012 0.61786473 0.22530101 0.49766063] [ 0.37414767 0.60272513 0.37858636 0.83005484 0.46904528] [ 0.36024277 0.53054839 0.50108405 0.7422201 0.56655178] [ 0.46131687 0.51801069 0.49834564 0.50304612 0.48631936] [ 0.15125395 0.67108991 0.37415212 0.85309544 0.51591212] [ 0.27991203 0.59077678 0.52543769 0.56194911 0.56985784] [ 0.37910146 0.61360638 0.39764103 0.72609519 0.5610242 ] [ 0.61560739 0.43768851 0.44139422 0.36761982 0.55742574] [ 0.50896942 0.72541866 0.29675256 0.57593694 0.38575358] [ 0.58224717 0.65149227 0.42153968 0.56935021 0.37525898] [ 0.57557778 0.54302531 0.37864189 0.2811146 0.40895565] [ 0.57073318 0.52285855 0.51022866 0.66235313 0.34354153] [ 0.68627736 0.53502205 0.47595394 0.23107547 0.36227389] [ 0.8765835 0.34547154 0.60217431 0.1194983 0.28917394] [ 0.51869227 0.46378321 0.4383172 0.37896895 0.58393642] [ 0.6295769 0.44976405 0.41090837 0.56590467 0.32529898] [ 0.58160056 0.55324167 0.51344865 0.56471564 0.49646162] [ 0.40786035 0.66808681 0.37291654 0.8595628 0.47349086] [ 0.49839836 0.47012105 0.59288301 0.67181546 0.42033144] Progress: 53.2% ... Training loss: 0.451 ... Validation loss: 0.739[ 0.70210679 0.6218162 0.52556236 0.45423719 0.4605767 ] [ 0.73266223 0.45737407 0.5011984 0.37382184 0.52684028] [ 0.66229457 0.6123672 0.39483862 0.50430134 0.43740625] [ 0.60003998 0.62538768 0.39702764 0.54997093 0.36842121] [ 0.52582695 0.53789445 0.36197125 0.44928639 0.50102646] [ 0.55137936 0.44457524 0.63514019 0.34148283 0.52798261] [ 0.72876876 0.48175716 0.58435953 0.33853386 0.4638934 ] [ 0.69724525 0.34799839 0.63827199 0.31856634 0.37549907] [ 0.71581215 0.32709889 0.46891641 0.59068272 0.43955733] [ 0.33717183 0.53808997 0.41728173 0.57094531 0.5078298 ] [ 0.34344456 0.49016204 0.51881688 0.50529692 0.47517547] [ 0.58625856 0.47972254 0.57347893 0.33258497 0.52299211] [ 0.82435029 0.28614102 0.50610877 0.25713266 0.44296814] [ 0.17229032 0.54594072 0.38549723 0.88031823 0.50610947] [ 0.48499931 0.64535057 0.30651817 0.60612574 0.35583905] [ 0.79145477 0.45486707 0.50772501 0.23466034 0.4219937 ] [ 0.70738729 0.6634434 0.56337755 0.45935709 0.44398376] [ 0.37183643 0.55723738 0.27673927 0.70323858 0.37534979] [ 0.27546408 0.56695106 0.48668319 0.63026307 0.62401302] [ 0.66346049 0.41431106 0.58168979 0.51037019 0.28697044] [ 0.61217717 0.57966464 0.53930971 0.38139603 0.46393087] [ 0.41069564 0.50748263 0.4536407 0.41413583 0.48187493] [ 0.72620993 0.33621125 0.58287736 0.54708053 0.4149532 ] [ 0.4943245 0.51363161 0.49932421 0.40361869 0.66944984] [ 0.84858296 0.48280053 0.51447937 0.28633807 0.41471575] [ 0.49133383 0.53264213 0.49272522 0.45170233 0.41049969] [ 0.71430083 0.46978695 0.56296366 0.45197032 0.39812512] [ 0.73931453 0.38879831 0.55519966 0.27225885 0.44652178] [ 0.49445627 0.55368726 0.38151262 0.42826159 0.48066394] [ 0.37739401 0.50078247 0.52105761 0.81096981 0.53194498] [ 0.37252289 0.53412532 0.53299486 0.81164324 0.54480054] [ 0.10958371 0.58076348 0.38343415 0.68885787 0.6358431 ] [ 0.7325806 0.57369367 0.40158198 0.4676709 0.42663764] [ 0.78141133 0.52318206 0.56984906 0.18430814 0.41476339] [ 0.22648238 0.58518138 0.51837252 0.76490669 0.39282329] [ 0.8273687 0.35891751 0.50464105 0.30227014 0.45107034] [ 0.21616057 0.69823328 0.42621693 0.76026905 0.57756142] [ 0.52230726 0.64373152 0.3468492 0.54254042 0.37397058] [ 0.64058672 0.37878985 0.70637582 0.47400617 0.44061864] [ 0.54209006 0.58326072 0.38856975 0.62476925 0.38270651] [ 0.14694109 0.61781571 0.47408181 0.81381893 0.56722258] [ 0.40645858 0.53439518 0.51042418 0.58443573 0.40137569] [ 0.33722325 0.62947109 0.46631784 0.33551636 0.42665546] [ 0.71579787 0.49427173 0.52883459 0.29569283 0.48349454] [ 0.70891515 0.39911225 0.3789403 0.44271484 0.53336164] [ 0.84737633 0.46578571 0.46631408 0.38458176 0.3871224 ] [ 0.57393348 0.50002491 0.53033613 0.64404339 0.38865591] [ 0.21717504 0.68627808 0.44129164 0.7776626 0.66252869] [ 0.70479789 0.58916391 0.45872594 0.30180953 0.37432627] [ 0.57848833 0.54563546 0.51432462 0.35026362 0.44716688] [ 0.73951302 0.50252438 0.53270931 0.18821415 0.42497181] [ 0.66799375 0.49521539 0.52588941 0.36985413 0.50088121] [ 0.53536809 0.38325229 0.51566975 0.42413487 0.43928595] [ 0.71980703 0.44960343 0.61096018 0.29185349 0.45406881] [ 0.68553481 0.51405691 0.66424407 0.45324345 0.46303517] [ 0.32045888 0.63294388 0.4276117 0.72004519 0.57223828] [ 0.59062875 0.42954223 0.5835686 0.6342345 0.46869501] [ 0.49363388 0.52870973 0.53228442 0.43441868 0.50743724] [ 0.67032334 0.44323062 0.50658009 0.36700376 0.40151337] [ 0.57664367 0.46065341 0.61955955 0.38134126 0.51896988] [ 0.66803688 0.48438271 0.36580251 0.29662145 0.36097358] [ 0.77420423 0.40163879 0.5301432 0.31491424 0.4102444 ] [ 0.59875229 0.40981119 0.50606695 0.5347986 0.40819139] [ 0.67760778 0.43159082 0.42160729 0.41751888 0.366906 ] [ 0.81507609 0.39961793 0.5584723 0.22585164 0.42675801] [ 0.70328435 0.37976053 0.54336261 0.55577319 0.39698076] [ 0.71749873 0.48000976 0.34976708 0.17617819 0.2551782 ] [ 0.21212346 0.64213683 0.3793219 0.89328507 0.45720919] [ 0.51554122 0.45676951 0.49209058 0.36365072 0.61991891] [ 0.52749403 0.42216872 0.48630756 0.64746413 0.42568389] [ 0.480639 0.50773612 0.4998852 0.75427974 0.59901104] [ 0.78355015 0.5171787 0.55108161 0.32616194 0.45912492] [ 0.36677827 0.45788819 0.38098267 0.64484068 0.45992198] [ 0.67286079 0.37936422 0.57599829 0.50938419 0.47669415] [ 0.54455275 0.37207044 0.54098957 0.61467775 0.38742715] [ 0.45186845 0.52761427 0.41564249 0.77876584 0.33622385] [ 0.74342899 0.56004024 0.47132317 0.38851853 0.39203911] [ 0.7104268 0.50252928 0.60373609 0.65445442 0.43703176] [ 0.56899356 0.48030168 0.50729436 0.41385796 0.42122965] [ 0.73901575 0.46066152 0.43981583 0.42242411 0.45659602] [ 0.42782282 0.54661331 0.43429084 0.51473096 0.51457488] [ 0.59581307 0.59365067 0.48683855 0.54853707 0.4666576 ] [ 0.69133039 0.34433753 0.69110118 0.28289206 0.36263406] [ 0.27348521 0.5620764 0.43860284 0.68461207 0.58180742] [ 0.45040702 0.57077322 0.42788605 0.53119314 0.44119221] [ 0.65053495 0.44133735 0.48441189 0.43190383 0.59906674] [ 0.50292791 0.54796905 0.45526076 0.75877113 0.51109523] [ 0.65168956 0.419986 0.55906022 0.24717755 0.56347131] [ 0.58810316 0.52467094 0.45626992 0.7461393 0.36191614] [ 0.28222928 0.59437856 0.37153061 0.8435952 0.50350259] [ 0.19726499 0.51950048 0.51128134 0.67490329 0.6104759 ] [ 0.37149445 0.61491561 0.32558644 0.7366581 0.52106969] [ 0.32869548 0.74229278 0.33957825 0.82989035 0.56362137] [ 0.70262088 0.44714197 0.48151989 0.35595435 0.33296217] [ 0.48395593 0.44238164 0.47801422 0.68128361 0.46885496] [ 0.2542921 0.66750423 0.33248244 0.6584831 0.50051696] [ 0.32571204 0.57130387 0.52825633 0.71058531 0.515279 ] [ 0.56326157 0.39107887 0.49479496 0.19586318 0.44389413] [ 0.48369202 0.53735109 0.63910203 0.64104168 0.47469986] [ 0.80056865 0.44588463 0.46938975 0.28641215 0.24330717] [ 0.82725202 0.40667196 0.52386696 0.41759363 0.40951916] [ 0.84356481 0.36029141 0.58046712 0.22173635 0.44971799] [ 0.62798771 0.53772342 0.42080759 0.42059695 0.37591165] [ 0.37879107 0.66652092 0.45918002 0.57572115 0.35096415] [ 0.48362785 0.46755465 0.40461205 0.82020461 0.45230891] [ 0.54427398 0.48600456 0.49491336 0.49913673 0.47613036] [ 0.35453145 0.52019306 0.49249056 0.65188158 0.51853501] [ 0.54969592 0.45772788 0.53893114 0.61929585 0.41543079] [ 0.52694856 0.47571151 0.44733131 0.76002487 0.38348298] [ 0.42711111 0.63082434 0.5870025 0.61398486 0.44804026] [ 0.42125593 0.59036865 0.31501828 0.6260862 0.5588577 ] [ 0.82198575 0.43456845 0.46767962 0.4016477 0.33191666] [ 0.66049659 0.4577587 0.50192748 0.58414537 0.48856012] [ 0.85335392 0.44762036 0.58284383 0.21126837 0.37582072] [ 0.6580477 0.36468416 0.5359035 0.28915018 0.48025699] [ 0.74298744 0.31417866 0.51035047 0.42185672 0.42717343] [ 0.2487405 0.71282563 0.3211563 0.81253123 0.6306725 ] [ 0.5644705 0.34361555 0.42642246 0.4419103 0.44834332] [ 0.71447386 0.48737989 0.51259028 0.18721425 0.41416721] [ 0.69970495 0.41563841 0.51328646 0.25853935 0.44569924] [ 0.58651222 0.4367361 0.37380689 0.24224399 0.43239895] [ 0.36624601 0.59246108 0.59098597 0.74783188 0.62263346] [ 0.63202283 0.39447597 0.52029367 0.49497402 0.30108137] [ 0.60990222 0.42475613 0.55815876 0.35308705 0.45783407] [ 0.7205957 0.42273551 0.57982664 0.40283339 0.4422187 ] [ 0.76026309 0.36164806 0.60218805 0.24488042 0.45707106] [ 0.4040216 0.61626815 0.44003992 0.76449706 0.32289931] [ 0.38995382 0.51418829 0.59126798 0.57068156 0.68359858] Progress: 53.3% ... Training loss: 0.450 ... Validation loss: 0.738[ 0.39120657 0.60833258 0.357596 0.6852167 0.43271338] [ 0.87424732 0.40270964 0.54015441 0.22478298 0.28427272] [ 0.41415067 0.53687117 0.54588745 0.84513981 0.63341659] [ 0.57568126 0.55086122 0.57511611 0.45396128 0.40311047] [ 0.48206367 0.58935282 0.44542725 0.50086688 0.54793099] [ 0.91675625 0.30768418 0.50295763 0.14527869 0.32412666] [ 0.64208237 0.60517342 0.31019244 0.27967758 0.30959614] [ 0.55537775 0.4030209 0.52715919 0.52104683 0.5513901 ] [ 0.60247277 0.56833813 0.48101115 0.49418243 0.40660153] [ 0.42922899 0.56421641 0.54473574 0.74977149 0.3971054 ] [ 0.75724605 0.47874558 0.40343629 0.38831045 0.25376977] [ 0.43832577 0.45956481 0.59703838 0.60717662 0.4562364 ] [ 0.62167879 0.47263505 0.39536339 0.51603496 0.38159854] [ 0.54822205 0.50842532 0.39293973 0.45261602 0.49518655] [ 0.79374224 0.44452326 0.64494125 0.34053023 0.39466159] [ 0.33422181 0.54207345 0.47824702 0.84747505 0.6179268 ] [ 0.62185585 0.54588634 0.46322636 0.43763973 0.39257521] [ 0.31290964 0.48974519 0.6484367 0.7707095 0.65828944] [ 0.39397881 0.47653519 0.48572035 0.65962601 0.42907728] [ 0.42305979 0.69341709 0.33986326 0.59819862 0.4811804 ] [ 0.68351869 0.50790469 0.36698579 0.67426067 0.51269296] [ 0.70459157 0.64775156 0.5173577 0.44566438 0.40413469] [ 0.80260641 0.39404147 0.48279684 0.27484434 0.38780122] [ 0.80260641 0.39404147 0.48279684 0.27484434 0.38780122] [ 0.52104009 0.51794433 0.49829444 0.48053771 0.43239034] [ 0.75862104 0.521725 0.52271376 0.36645018 0.35142771] [ 0.51618165 0.53174433 0.46768195 0.58812367 0.39431872] [ 0.39172823 0.48247407 0.40751603 0.70612813 0.39609933] [ 0.25271099 0.63571708 0.30017625 0.63559566 0.50747098] [ 0.47997475 0.51150151 0.57626923 0.7133902 0.5420988 ] [ 0.4861342 0.69786566 0.33485825 0.52215247 0.36761019] [ 0.65421287 0.54298425 0.43455391 0.34527905 0.42250614] [ 0.62294526 0.53605661 0.55214547 0.48375994 0.43671907] [ 0.4332396 0.42260533 0.52317474 0.46910871 0.5852291 ] [ 0.42526387 0.7270306 0.26820358 0.65629324 0.46511362] [ 0.39553262 0.6887251 0.42256437 0.6869213 0.55187994] [ 0.68470163 0.52468593 0.46230547 0.45204376 0.43703658] [ 0.36390143 0.57778379 0.45345228 0.56468153 0.55683956] [ 0.59335017 0.48053325 0.37132654 0.53659424 0.52499534] [ 0.5264335 0.60610903 0.32750768 0.54453178 0.52737547] [ 0.74474746 0.48735792 0.57512145 0.38872714 0.45216066] [ 0.42038054 0.52952496 0.42461934 0.61751483 0.58141744] [ 0.63409984 0.55225505 0.48821647 0.39141807 0.49420582] [ 0.40157283 0.52949968 0.55803364 0.59281837 0.49739679] [ 0.71183062 0.42596986 0.61812027 0.45387505 0.3379945 ] [ 0.38794677 0.6462934 0.46936136 0.73542191 0.61594947] [ 0.4918075 0.37362693 0.54193393 0.74859805 0.48186319] [ 0.58418808 0.60969839 0.39614159 0.58335443 0.55751969] [ 0.69284423 0.48004597 0.50310538 0.33882797 0.43058517] [ 0.56262282 0.64145043 0.50246795 0.70276605 0.54410214] [ 0.61553131 0.48558128 0.49378125 0.65374175 0.36574604] [ 0.7958378 0.47613128 0.55247037 0.36963304 0.39381813] [ 0.69949896 0.32683676 0.59687981 0.42348521 0.39886442] [ 0.41118379 0.57148349 0.42137062 0.48293596 0.62376225] [ 0.66308623 0.37768992 0.6589059 0.4444355 0.42420334] [ 0.64071512 0.51344042 0.39435584 0.36247966 0.28261994] [ 0.86766351 0.47515105 0.55753362 0.34007439 0.37881875] [ 0.71291641 0.51347516 0.61476219 0.42244589 0.42222949] [ 0.48805409 0.5739748 0.36789509 0.51767456 0.37105368] [ 0.62579541 0.47905165 0.47535135 0.35518098 0.3701547 ] [ 0.68798007 0.24803834 0.44993835 0.30210737 0.37991842] [ 0.47365053 0.49334274 0.5031594 0.72045901 0.47916677] [ 0.70455422 0.48995375 0.37127329 0.39205596 0.35290771] [ 0.61602802 0.42531926 0.62815643 0.58306448 0.4108203 ] [ 0.67895669 0.57872709 0.43829361 0.52971287 0.46175757] [ 0.53895424 0.49900825 0.38642797 0.68366165 0.43209899] [ 0.49191855 0.54735548 0.44255078 0.54592326 0.48671223] [ 0.50566892 0.51273853 0.50388839 0.65725817 0.42635864] [ 0.43893818 0.64055237 0.45733694 0.37999602 0.44231762] [ 0.48081253 0.4183649 0.54066416 0.76169845 0.44655396] [ 0.42145798 0.55484674 0.47236726 0.60725987 0.58033951] [ 0.29217095 0.56093058 0.52342378 0.76740023 0.37074459] [ 0.43787541 0.61764031 0.52113685 0.30231781 0.46220454] [ 0.4079066 0.54518626 0.5555317 0.68238715 0.62488172] [ 0.56098845 0.52711693 0.44248314 0.39552067 0.3301834 ] [ 0.47793033 0.49076428 0.54761339 0.78391795 0.46256257] [ 0.87414123 0.34350678 0.53104728 0.20032586 0.31211563] [ 0.74436634 0.42863548 0.51484457 0.43024526 0.34986379] [ 0.44854077 0.58349427 0.59728596 0.55440069 0.5130529 ] [ 0.63733314 0.60529108 0.484339 0.51421443 0.30108573] [ 0.76120079 0.50026402 0.50831338 0.18380316 0.32049413] [ 0.41440083 0.62134984 0.47745942 0.73680803 0.60617163] [ 0.49764898 0.55568097 0.53101222 0.68157273 0.45405892] [ 0.63723617 0.61438883 0.45906152 0.53744706 0.37541547] [ 0.63358916 0.41926134 0.44416382 0.6234938 0.32725474] [ 0.57278076 0.7223522 0.32966038 0.77893564 0.36129368] [ 0.68181392 0.33751791 0.52275323 0.44127161 0.45649531] [ 0.87356828 0.34712828 0.44442779 0.35907921 0.37236432] [ 0.38029541 0.61811379 0.43632173 0.58850875 0.4858267 ] [ 0.60831145 0.57574005 0.43870157 0.66406505 0.45956396] [ 0.37029753 0.51953646 0.49293447 0.48113913 0.60558986] [ 0.61752448 0.50937523 0.41926184 0.3449917 0.31715052] [ 0.7153116 0.4271324 0.57495669 0.3881718 0.42359648] [ 0.38902722 0.65532288 0.41685225 0.65009716 0.41678109] [ 0.61536051 0.38218623 0.68639157 0.63696741 0.43509395] [ 0.34207163 0.55525837 0.41225862 0.76549597 0.55791405] [ 0.70165092 0.56003493 0.56325258 0.59354598 0.42828607] [ 0.54479178 0.67684771 0.25537773 0.75770414 0.4633427 ] [ 0.83269032 0.38226728 0.60507644 0.2486089 0.43580378] [ 0.6336105 0.3581801 0.52869451 0.49852706 0.37235972] [ 0.567085 0.56487619 0.46475551 0.41042856 0.35063811] [ 0.79892039 0.41184744 0.58637109 0.27502412 0.4651198 ] [ 0.47487094 0.47098958 0.53473201 0.73274172 0.5541082 ] [ 0.74505908 0.45111495 0.41659519 0.28048857 0.31810862] [ 0.33665942 0.52391028 0.48737187 0.65182118 0.67814772] [ 0.62596881 0.43914544 0.57454208 0.39516706 0.49395565] [ 0.71070578 0.40967794 0.60681518 0.4339071 0.40052309] [ 0.30066912 0.57349867 0.38855138 0.86172351 0.49537043] [ 0.51100693 0.52394282 0.36918732 0.39766393 0.41020611] [ 0.63072908 0.49742013 0.45871894 0.68178679 0.32062953] [ 0.66991237 0.52117806 0.42154681 0.44744525 0.39107492] [ 0.35793283 0.69067092 0.39402196 0.65724587 0.43113394] [ 0.15866437 0.75404964 0.40787125 0.77424734 0.54166335] [ 0.47842908 0.47932302 0.59614577 0.66353128 0.36887344] [ 0.56041598 0.47868632 0.50719904 0.49246383 0.3703362 ] [ 0.37906167 0.70610764 0.48153832 0.75244301 0.51537708] [ 0.25743132 0.52026349 0.356204 0.87234157 0.52171586] [ 0.50511213 0.56732934 0.37509417 0.7556412 0.30407707] [ 0.74442956 0.51674699 0.56596235 0.2188508 0.50659357] [ 0.36252547 0.66224076 0.34575248 0.7195142 0.60128245] [ 0.65802149 0.45367092 0.50144608 0.35616669 0.52471071] [ 0.84469683 0.41583429 0.56913341 0.43063638 0.37420045] [ 0.64971827 0.60681477 0.54000054 0.43068346 0.55894856] [ 0.39053184 0.59975135 0.59710284 0.61505688 0.65712868] [ 0.51750703 0.4258687 0.55850574 0.47147392 0.6491285 ] [ 0.64332224 0.34811769 0.60244755 0.64384413 0.46354641] [ 0.61214011 0.49776664 0.49266882 0.36468551 0.3474298 ] [ 0.46641742 0.48170877 0.52409812 0.61436832 0.47062172] Progress: 53.4% ... Training loss: 0.450 ... Validation loss: 0.738[ 0.41626434 0.52787699 0.53333162 0.60691502 0.49906316] [ 0.65367194 0.49883778 0.48780138 0.41274969 0.34989987] [ 0.60015593 0.62537081 0.39702201 0.54990724 0.36842147] [ 0.73410462 0.47601272 0.60287121 0.22922383 0.30978916] [ 0.52426798 0.52600669 0.45120603 0.6278711 0.58816707] [ 0.47167839 0.41095923 0.33964586 0.74241602 0.37425692] [ 0.35237818 0.60119476 0.41579078 0.44674123 0.53539457] [ 0.26476907 0.71527426 0.40037246 0.64760607 0.50728394] [ 0.35945893 0.56834796 0.51001009 0.54596533 0.46911225] [ 0.73276293 0.42563177 0.52471075 0.16681879 0.45369347] [ 0.58058129 0.41980267 0.65135089 0.6982718 0.45014482] [ 0.33432821 0.62043989 0.37945914 0.80341802 0.67640774] [ 0.74373506 0.39277869 0.46071819 0.23297936 0.31928515] [ 0.67135734 0.47308728 0.51236047 0.25356876 0.40421321] [ 0.66153369 0.44543372 0.45929094 0.35090554 0.41586866] [ 0.5981362 0.42525916 0.47344335 0.31770883 0.41763375] [ 0.20501936 0.68443246 0.39354981 0.83593141 0.61155689] [ 0.64836405 0.54066051 0.42803837 0.3534085 0.43387628] [ 0.80210207 0.47700073 0.49421632 0.23401762 0.39525979] [ 0.36497218 0.57159817 0.44691954 0.75486091 0.58047177] [ 0.49403087 0.46867295 0.5628711 0.4107615 0.69829678] [ 0.68460634 0.39366328 0.57879404 0.4993921 0.49811227] [ 0.77322969 0.3620601 0.57879546 0.24526238 0.43578872] [ 0.39531439 0.71138047 0.43136825 0.6870786 0.48684244] [ 0.41066136 0.65838854 0.35856817 0.65612068 0.56645132] [ 0.49328349 0.60897218 0.46937335 0.60393164 0.46801117] [ 0.48946917 0.43590203 0.57024063 0.58644942 0.45872472] [ 0.86718703 0.30242601 0.58819896 0.13711077 0.38810743] [ 0.63491998 0.47692911 0.46045798 0.38134348 0.40159817] [ 0.43272557 0.52914712 0.42843795 0.54393937 0.43238656] [ 0.68935821 0.42261184 0.4819918 0.44091724 0.52940745] [ 0.39615534 0.58148618 0.50390809 0.60167162 0.63154236] [ 0.79592649 0.55645223 0.51007463 0.49523109 0.39418148] [ 0.55789821 0.5676816 0.50670147 0.46919755 0.44601484] [ 0.12984801 0.73129183 0.37497494 0.84684643 0.52179248] [ 0.69974051 0.32673561 0.59692591 0.42324236 0.39882006] [ 0.52153805 0.48346019 0.3975483 0.41851819 0.50933797] [ 0.49091839 0.43861404 0.60183449 0.54746085 0.40233481] [ 0.47442008 0.56680364 0.60388006 0.43431267 0.53189433] [ 0.68894968 0.33307338 0.54610368 0.39080516 0.4546307 ] [ 0.39635374 0.72589557 0.37605036 0.6411378 0.46275038] [ 0.64344332 0.41353053 0.63570528 0.68711573 0.4067384 ] [ 0.52965244 0.56523426 0.62531283 0.45864323 0.48233727] [ 0.30411193 0.56266835 0.62292649 0.72911295 0.55469441] [ 0.78280638 0.36333999 0.56364221 0.30594318 0.50454752] [ 0.80301897 0.36164716 0.62207616 0.29503488 0.43292227] [ 0.2069935 0.60051549 0.38157334 0.81787443 0.61194538] [ 0.51502758 0.41603933 0.46003661 0.55191637 0.37897939] [ 0.64930215 0.49320029 0.48873066 0.45869577 0.46397576] [ 0.65191977 0.42667924 0.58802533 0.51680619 0.50451178] [ 0.40451419 0.54966079 0.49207108 0.40085786 0.42506317] [ 0.78123199 0.47945858 0.51839839 0.37639987 0.36051594] [ 0.2948555 0.57334744 0.4558151 0.78938356 0.45533307] [ 0.49996569 0.60224947 0.65357833 0.51253551 0.4734062 ] [ 0.8017263 0.30041158 0.51659441 0.59914539 0.3623161 ] [ 0.40961989 0.53263534 0.54716504 0.74992004 0.5280121 ] [ 0.7933305 0.44483732 0.64482414 0.34077043 0.39476202] [ 0.54257543 0.47252563 0.44367466 0.62655048 0.29218257] [ 0.62984789 0.47062745 0.55855014 0.66100787 0.39394593] [ 0.71333645 0.57183451 0.57846741 0.49778485 0.41484125] [ 0.34490633 0.51241648 0.55776322 0.57676331 0.57690413] [ 0.796895 0.38261117 0.58425377 0.27991346 0.41021426] [ 0.27119792 0.63414263 0.3020678 0.70857745 0.5316882 ] [ 0.52306968 0.54104748 0.47893744 0.47581958 0.39279952] [ 0.26464774 0.63538183 0.40254769 0.63358402 0.52327356] [ 0.85070223 0.31174625 0.45124153 0.15180516 0.33944808] [ 0.63809678 0.65829297 0.43517784 0.55533738 0.43190632] [ 0.64171608 0.51093443 0.41761434 0.44877968 0.39449959] [ 0.69440856 0.54347586 0.44719921 0.43746069 0.33511388] [ 0.6055833 0.41888324 0.41292063 0.35769007 0.4753128 ] [ 0.46573645 0.65393416 0.36747231 0.57305459 0.36397727] [ 0.80469902 0.4982128 0.45725668 0.2424643 0.27416429] [ 0.45839101 0.57084825 0.54165211 0.86038534 0.54201022] [ 0.50079347 0.50866611 0.568754 0.36623053 0.42453702] [ 0.36991122 0.55669099 0.44750825 0.75766928 0.40504123] [ 0.28423835 0.59324261 0.38804362 0.76329703 0.54680053] [ 0.62928418 0.45696359 0.57885104 0.63500682 0.46594031] [ 0.65044823 0.4739522 0.56311498 0.29188181 0.43945398] [ 0.72878894 0.4145012 0.56973219 0.64776877 0.34412137] [ 0.56401915 0.61166201 0.39922151 0.71649419 0.50014668] [ 0.46625667 0.48518139 0.53337591 0.34213279 0.50533911] [ 0.81902083 0.48124207 0.52580605 0.28148778 0.4148091 ] [ 0.42645833 0.50357663 0.47867719 0.8778597 0.55304497] [ 0.42269109 0.44003541 0.65678008 0.42729846 0.52440993] [ 0.43244315 0.59032139 0.4794175 0.79892565 0.60181744] [ 0.54933871 0.54444294 0.28898449 0.44415845 0.42821746] [ 0.68175489 0.62342773 0.44030912 0.62844035 0.50746374] [ 0.51249626 0.57753452 0.35025226 0.39437201 0.3984742 ] [ 0.31853675 0.49808178 0.49937794 0.72152019 0.6314436 ] [ 0.6807478 0.50094263 0.52211379 0.25010946 0.44997412] [ 0.72205541 0.29594157 0.56760019 0.28144565 0.4342393 ] [ 0.32190085 0.72126956 0.35441102 0.74938028 0.39504193] [ 0.15562242 0.62110311 0.41231277 0.91940896 0.62880117] [ 0.21394955 0.6624228 0.29582517 0.85151881 0.63613549] [ 0.56968453 0.54722311 0.444807 0.73939739 0.38623101] [ 0.57582501 0.49591112 0.47124722 0.45487057 0.62613106] [ 0.58864149 0.42118333 0.49419432 0.54853518 0.37225321] [ 0.87774325 0.29585569 0.46507814 0.1851553 0.40146913] [ 0.45208795 0.67859936 0.33227073 0.58852216 0.37637992] [ 0.23078636 0.56882424 0.36665108 0.87300679 0.49650873] [ 0.30593759 0.49714634 0.4592592 0.86200902 0.52780785] [ 0.74286048 0.31798623 0.51929507 0.22684672 0.39205213] [ 0.79128879 0.46286765 0.50692426 0.39334964 0.39741843] [ 0.74050822 0.37440816 0.45966225 0.69543314 0.42832586] [ 0.61068033 0.45546982 0.53737498 0.60183167 0.33588736] [ 0.66218129 0.5498749 0.50514542 0.46906918 0.43000499] [ 0.20390785 0.62908553 0.5221401 0.73574221 0.53751951] [ 0.37314815 0.52094981 0.61738879 0.65300504 0.55180323] [ 0.21576994 0.61700851 0.37049285 0.61461911 0.38888874] [ 0.2864508 0.69418574 0.34230116 0.79309758 0.58640013] [ 0.45420531 0.61883274 0.39337863 0.74007692 0.42074186] [ 0.59908344 0.49909628 0.50329289 0.72507158 0.40177154] [ 0.52601363 0.53307936 0.37915124 0.40312486 0.41191897] [ 0.38966073 0.52122925 0.56144525 0.68198216 0.50384351] [ 0.48061738 0.47250251 0.54739583 0.46160027 0.70234846] [ 0.55998536 0.45222902 0.61316245 0.39857519 0.49401281] [ 0.74531761 0.48688752 0.5429561 0.34275577 0.51604937] [ 0.41736071 0.51191542 0.47548865 0.43219482 0.56113332] [ 0.80357706 0.50963741 0.36314889 0.33985318 0.39747701] [ 0.66001106 0.37516427 0.5494296 0.49679307 0.48640334] [ 0.65665223 0.51167366 0.54595348 0.66825682 0.49455128] [ 0.61208013 0.50460935 0.46180738 0.5222715 0.47030973] [ 0.49841314 0.4550569 0.58489738 0.64535451 0.38886008] [ 0.30850656 0.69444773 0.44250118 0.73242944 0.36213384] [ 0.80588314 0.50904625 0.48368856 0.48148752 0.37314478] [ 0.47290139 0.48506447 0.49499235 0.81771756 0.53193076] [ 0.55954276 0.59053978 0.46374392 0.73512673 0.48460549] [ 0.68751954 0.58200799 0.41247038 0.46848658 0.30902367] Progress: 53.4% ... Training loss: 0.450 ... Validation loss: 0.735[ 0.38208061 0.6466319 0.4436787 0.44280234 0.40787021] [ 0.49004439 0.60583345 0.26727664 0.5229947 0.43038168] [ 0.65393526 0.47391147 0.54305288 0.27985868 0.42366323] [ 0.41192798 0.4644997 0.57744651 0.75228164 0.5632137 ] [ 0.76573176 0.3959205 0.50550712 0.32972829 0.34180978] [ 0.33848951 0.59933778 0.44428162 0.79650178 0.35400889] [ 0.50076462 0.50255142 0.36212278 0.50859005 0.51250031] [ 0.34277383 0.61150745 0.44754702 0.74749428 0.3626793 ] [ 0.61826446 0.62193721 0.52872309 0.48527225 0.43634976] [ 0.37727028 0.49668168 0.48801491 0.46769199 0.50602226] [ 0.60261725 0.45029232 0.5998733 0.40219473 0.46762822] [ 0.31370671 0.46266348 0.40831957 0.51873451 0.72630327] [ 0.67331747 0.50547734 0.53368595 0.32353046 0.40094376] [ 0.65086856 0.53560849 0.55456185 0.53809216 0.37456669] [ 0.6087183 0.42730004 0.53030131 0.68561089 0.50260285] [ 0.33957872 0.60381525 0.36171034 0.69684035 0.49737589] [ 0.35365969 0.65100573 0.43470377 0.60575909 0.40300145] [ 0.77312735 0.323746 0.58714371 0.43876201 0.38287049] [ 0.82202893 0.46457688 0.46698915 0.39891293 0.4613989 ] [ 0.66534435 0.47331439 0.48870783 0.54823538 0.4042345 ] [ 0.51682184 0.45952856 0.5405536 0.6131873 0.5205891 ] [ 0.34927155 0.57513489 0.40306078 0.58262728 0.37686124] [ 0.34071573 0.40734785 0.51890296 0.86405846 0.61717092] [ 0.78420645 0.3912153 0.51838285 0.25693042 0.33298139] [ 0.41113129 0.64764546 0.33230247 0.56908092 0.56631539] [ 0.70432275 0.5337104 0.5185813 0.44024925 0.50798019] [ 0.68439225 0.55030503 0.43527806 0.27417168 0.39930013] [ 0.33536313 0.66402174 0.29239373 0.72371099 0.54096075] [ 0.6621666 0.51804522 0.45960912 0.53633403 0.50803427] [ 0.31156988 0.49943687 0.32066642 0.78701048 0.49990958] [ 0.54326815 0.54725588 0.39133856 0.54133039 0.56664884] [ 0.53891882 0.44990235 0.45248492 0.39823981 0.47230209] [ 0.77106732 0.43421311 0.45644178 0.36748928 0.54633602] [ 0.62248428 0.57847712 0.6374176 0.49422722 0.38316634] [ 0.54326815 0.54725588 0.39133856 0.54133039 0.56664884] [ 0.29690295 0.66630089 0.34081264 0.73371969 0.47532702] [ 0.22414801 0.54893123 0.37822498 0.84445938 0.47917309] [ 0.59843225 0.45139577 0.54560902 0.32621049 0.49693971] [ 0.73461702 0.43474862 0.57582248 0.18556075 0.36391347] [ 0.80164461 0.42419298 0.47643911 0.4458881 0.39034585] [ 0.2743852 0.56787952 0.4862717 0.63085947 0.62437473] [ 0.23082209 0.70870125 0.33217785 0.80664102 0.49730007] [ 0.46469333 0.42456237 0.62393118 0.36312378 0.47328898] [ 0.47146472 0.61229604 0.3470976 0.61891624 0.57586067] [ 0.3719758 0.63038355 0.64734563 0.58186884 0.55758898] [ 0.64583337 0.46864434 0.58435645 0.59039555 0.33140059] [ 0.79018896 0.46194744 0.4379539 0.31299382 0.33999628] [ 0.16594355 0.54687202 0.56908753 0.63548648 0.64372044] [ 0.62491592 0.44628001 0.47079216 0.46222256 0.54518197] [ 0.35856501 0.51292594 0.40138892 0.77134158 0.44198992] [ 0.89729875 0.30895192 0.61116757 0.11861079 0.3591045 ] [ 0.46831709 0.60640097 0.36071962 0.5849021 0.43960325] [ 0.56529986 0.38896206 0.498374 0.5811291 0.44424141] [ 0.62876721 0.41399752 0.42210972 0.33558124 0.43453654] [ 0.82642854 0.43418081 0.54417178 0.30354384 0.42871962] [ 0.65752294 0.40217925 0.58673912 0.39323396 0.47900259] [ 0.46613276 0.55280236 0.32825936 0.59170605 0.56973607] [ 0.8038854 0.37602354 0.60597926 0.21060677 0.43568154] [ 0.74847517 0.51940737 0.40110874 0.46011568 0.31477745] [ 0.44253513 0.62874053 0.27664707 0.62197928 0.453864 ] [ 0.53521147 0.47003505 0.47422218 0.77215174 0.43391609] [ 0.71817088 0.47777734 0.42692795 0.44884465 0.4739855 ] [ 0.38216224 0.5300721 0.46850745 0.75624414 0.50187247] [ 0.59024876 0.53568079 0.54038617 0.43050573 0.52082942] [ 0.54824372 0.45726941 0.49009558 0.44450628 0.45819505] [ 0.52392529 0.47976951 0.65564507 0.49850545 0.45991896] [ 0.62462614 0.56596467 0.47889152 0.51845716 0.37650583] [ 0.44885555 0.45646902 0.46198819 0.60289693 0.52585637] [ 0.65168991 0.58858132 0.51933966 0.44999455 0.38173964] [ 0.59105422 0.44402162 0.49076526 0.43415541 0.60167685] [ 0.39575222 0.543269 0.47105707 0.68216663 0.58528936] [ 0.22062502 0.70297265 0.38357578 0.7612306 0.60254484] [ 0.24956944 0.63227527 0.35780835 0.71099501 0.53137065] [ 0.29778705 0.58718554 0.4648286 0.7916813 0.47072561] [ 0.69525314 0.40797016 0.47661422 0.58980328 0.34018067] [ 0.60662083 0.58513324 0.48164596 0.54117934 0.54074756] [ 0.46114026 0.50300958 0.49767242 0.4282549 0.4356599 ] [ 0.7735838 0.42957532 0.58433935 0.5710876 0.40247313] [ 0.4788712 0.62111765 0.33022193 0.4793118 0.33510168] [ 0.36543851 0.4067658 0.52055258 0.77852478 0.58555407] [ 0.41509059 0.50927054 0.46191256 0.55867596 0.45700803] [ 0.57016522 0.57853142 0.54005479 0.53919714 0.3434092 ] [ 0.63155054 0.64609762 0.35332499 0.418855 0.43975293] [ 0.34175299 0.50289589 0.40091021 0.77995072 0.43398699] [ 0.65554597 0.48594785 0.39805964 0.34942929 0.32296987] [ 0.72215445 0.42896006 0.50764942 0.48621021 0.42065293] [ 0.24702157 0.59272255 0.45679512 0.61668853 0.42946469] [ 0.36912666 0.63515249 0.45515422 0.5846687 0.41116479] [ 0.46062915 0.51205059 0.3673302 0.59344018 0.450154 ] [ 0.76704519 0.45712291 0.482887 0.31052944 0.38925788] [ 0.56800498 0.56643029 0.44056994 0.51018542 0.48056389] [ 0.29457686 0.55737904 0.39740438 0.81970454 0.53830927] [ 0.24653145 0.62345341 0.47646031 0.81117053 0.60766429] [ 0.59637614 0.52313914 0.52099837 0.55921695 0.44620801] [ 0.45136345 0.31338354 0.49786537 0.55266865 0.43300302] [ 0.77015112 0.41510362 0.4443723 0.40018386 0.54196305] [ 0.52852348 0.62408418 0.54682349 0.57182091 0.59502277] [ 0.76627496 0.36792183 0.55510557 0.25538941 0.46416714] [ 0.51135449 0.47309667 0.4723834 0.46940599 0.40322147] [ 0.5697768 0.48863993 0.28792972 0.34753525 0.41087693] [ 0.80583818 0.39664897 0.56097135 0.19737957 0.41769913] [ 0.54277348 0.59388184 0.39794858 0.45025408 0.34500826] [ 0.49898856 0.55409227 0.53487219 0.54573191 0.45937256] [ 0.25591108 0.52147983 0.35570669 0.8727943 0.52225936] [ 0.74204476 0.53763485 0.52335309 0.41361342 0.44421657] [ 0.43569304 0.54909697 0.50709601 0.68138891 0.63218941] [ 0.67003261 0.39567709 0.54428292 0.38501771 0.41864751] [ 0.34111344 0.55595399 0.41194775 0.76580226 0.5582311 ] [ 0.79782162 0.51229117 0.30834923 0.31661933 0.34167723] [ 0.2714116 0.62873591 0.37076745 0.82732261 0.39360221] [ 0.79148443 0.25136424 0.53383887 0.58632659 0.35750319] [ 0.66482264 0.49000373 0.36193921 0.35822924 0.33655348] [ 0.16101145 0.63519145 0.42661702 0.83666629 0.55600394] [ 0.71312456 0.28591302 0.43469778 0.31299805 0.45491822] [ 0.73202464 0.50456879 0.36100862 0.54212271 0.43968315] [ 0.43683342 0.70366919 0.30494578 0.70832101 0.48650361] [ 0.69467895 0.4700408 0.39484666 0.32182644 0.37701288] [ 0.42550489 0.58622559 0.327303 0.43268328 0.48383246] [ 0.74793387 0.35687733 0.5321153 0.30863037 0.42592184] [ 0.75969827 0.38754066 0.56817059 0.29023098 0.32549332] [ 0.79830065 0.36440125 0.56052054 0.23665995 0.42084191] [ 0.39995768 0.54256892 0.37220822 0.52462729 0.54375867] [ 0.42708334 0.46991518 0.66153556 0.62912125 0.48771647] [ 0.53190857 0.56677178 0.43040138 0.58345371 0.41687999] [ 0.32751203 0.55322087 0.41102837 0.71381034 0.38314999] [ 0.5877625 0.43495167 0.45824697 0.38720017 0.35503201] [ 0.45794456 0.47989058 0.51666727 0.6204377 0.42403213] [ 0.60853123 0.50304274 0.34154101 0.48139116 0.48407389] Progress: 53.5% ... Training loss: 0.450 ... Validation loss: 0.733[ 0.81677888 0.36087115 0.58133357 0.27688172 0.47564566] [ 0.81809362 0.34060641 0.49520821 0.28744895 0.38487752] [ 0.70331833 0.42495668 0.60200987 0.52496017 0.33082335] [ 0.34091783 0.72170261 0.36747463 0.72649283 0.38825426] [ 0.49913911 0.55859617 0.4165929 0.41328276 0.43945403] [ 0.45681563 0.46156746 0.45711644 0.68396298 0.6761974 ] [ 0.72694563 0.50437376 0.48250679 0.27906135 0.36296755] [ 0.80173077 0.52647144 0.57493172 0.28374164 0.4642483 ] [ 0.69929063 0.32914322 0.56475271 0.34027525 0.50840779] [ 0.48055398 0.49737537 0.3969509 0.42719813 0.42615059] [ 0.76998353 0.40327418 0.5713218 0.39019905 0.45963015] [ 0.77696063 0.6068322 0.41447615 0.57745046 0.43033958] [ 0.51350628 0.48214522 0.6087324 0.7365704 0.59709643] [ 0.68465619 0.53194154 0.46077029 0.37900526 0.4038088 ] [ 0.56044916 0.33301828 0.57079664 0.28335541 0.40751368] [ 0.77857033 0.50656179 0.51792378 0.29957031 0.51998789] [ 0.42547752 0.55594948 0.42762248 0.74286924 0.45189032] [ 0.70039402 0.44215627 0.61338565 0.20728431 0.49607385] [ 0.38532008 0.63709885 0.38561359 0.63314732 0.45183661] [ 0.51783129 0.39040438 0.43118058 0.55056424 0.51537453] [ 0.85163513 0.38678357 0.5139328 0.35437239 0.3536112 ] [ 0.7572756 0.48857709 0.55575881 0.3710546 0.49705242] [ 0.81265817 0.37070106 0.52795399 0.21536988 0.432846 ] [ 0.40886844 0.58716361 0.36064607 0.52072075 0.55336928] [ 0.22118605 0.61966383 0.42528255 0.80270498 0.48700808] [ 0.44297292 0.41790115 0.4786535 0.64114776 0.60660168] [ 0.39825023 0.64977957 0.4157013 0.52600316 0.36862128] [ 0.3351764 0.53940968 0.41674538 0.57199495 0.50834944] [ 0.83163082 0.37463292 0.61422665 0.30320444 0.41496474] [ 0.72107671 0.44030094 0.42546267 0.22923725 0.42931032] [ 0.3028892 0.6364779 0.55142076 0.79611302 0.58496339] [ 0.19454919 0.68306759 0.48595614 0.73843102 0.5646717 ] [ 0.54212509 0.37905062 0.48208288 0.73128456 0.46100302] [ 0.71412227 0.50929853 0.4804775 0.42388328 0.49809681] [ 0.44035237 0.576761 0.46688421 0.59790725 0.42824887] [ 0.63444452 0.5105624 0.4470307 0.65572679 0.33968695] [ 0.52251229 0.6291182 0.46074016 0.73580297 0.42073168] [ 0.3539302 0.54887309 0.44318347 0.75071408 0.35262999] [ 0.53165974 0.38648042 0.5536991 0.4916392 0.38313252] [ 0.51362142 0.63112937 0.43873076 0.48811711 0.36345567] [ 0.47773944 0.45500735 0.36935098 0.53606293 0.38572653] [ 0.41191132 0.68408492 0.36638172 0.48654401 0.40828371] [ 0.67674097 0.27871491 0.57971422 0.25463108 0.36437137] [ 0.7204765 0.41605969 0.7257931 0.53082258 0.40500859] [ 0.78194226 0.42813952 0.49367874 0.17349196 0.32871731] [ 0.50084894 0.40230892 0.47608007 0.56003891 0.49665184] [ 0.4546633 0.48392952 0.58741002 0.54496431 0.54768031] [ 0.26839213 0.50385488 0.58788408 0.73443336 0.5533782 ] [ 0.6402575 0.47980089 0.5448934 0.416488 0.52605942] [ 0.74040192 0.49853155 0.50583679 0.19168934 0.45136359] [ 0.63781218 0.44578858 0.36502412 0.31468094 0.35375567] [ 0.42589369 0.57987975 0.39119983 0.73643402 0.51534517] [ 0.29497048 0.63918792 0.5659266 0.75505848 0.64273751] [ 0.60392669 0.38260793 0.56331235 0.52034806 0.35884195] [ 0.34797631 0.55679661 0.44062821 0.70128088 0.43935291] [ 0.59163565 0.43006066 0.42368672 0.44943191 0.47663844] [ 0.5053745 0.55803546 0.36205964 0.69584413 0.2864282 ] [ 0.55732506 0.47150335 0.49917478 0.72051505 0.36890475] [ 0.61657834 0.42099077 0.5911842 0.59011498 0.30427103] [ 0.72057744 0.33360483 0.50341165 0.25928304 0.54936668] [ 0.26947237 0.65568715 0.42667386 0.62014643 0.44660413] [ 0.42926587 0.51334563 0.45470886 0.69770072 0.63738849] [ 0.8523699 0.53185088 0.38252682 0.43931214 0.36345537] [ 0.70220076 0.40538687 0.64396225 0.50616101 0.46823773] [ 0.73917196 0.54575922 0.49674702 0.40912003 0.39252276] [ 0.58885641 0.48190606 0.4395376 0.49008317 0.57954267] [ 0.35187344 0.51452096 0.61160829 0.72614881 0.60586822] [ 0.62683572 0.63978213 0.42650725 0.38637043 0.42981931] [ 0.39315981 0.59821293 0.43780744 0.58770307 0.46282896] [ 0.32579716 0.48663797 0.3812719 0.79016597 0.54393727] [ 0.305803 0.59252926 0.39400778 0.87970103 0.52868614] [ 0.6397132 0.4946552 0.61455917 0.62919067 0.51452902] [ 0.56545182 0.49998472 0.50110028 0.67635745 0.33275026] [ 0.54693545 0.62085859 0.48032145 0.45628809 0.42023293] [ 0.51639594 0.56240508 0.43677665 0.4685477 0.51946192] [ 0.34245554 0.56253276 0.53155946 0.76580874 0.47440459] [ 0.50073906 0.50258157 0.36211345 0.50849553 0.51252615] [ 0.91472271 0.34400494 0.61006142 0.25815221 0.28665658] [ 0.63735423 0.45698699 0.53713826 0.2696872 0.50924796] [ 0.63422953 0.5609086 0.40580597 0.51476427 0.47365753] [ 0.62970878 0.45985578 0.3350459 0.44099263 0.3520192 ] [ 0.38160798 0.52647846 0.49310152 0.61635894 0.61047649] [ 0.83951845 0.34694085 0.47347674 0.23126712 0.44118546] [ 0.63367689 0.44066165 0.62668958 0.5515672 0.49784053] [ 0.45544197 0.64105724 0.3825462 0.62975126 0.46433112] [ 0.37694148 0.56201974 0.46789323 0.80815425 0.66681079] [ 0.32450783 0.72840922 0.29219059 0.83602296 0.46047018] [ 0.53350791 0.45783079 0.45709105 0.30746478 0.37794755] [ 0.51826825 0.52269043 0.42420833 0.65416183 0.54326434] [ 0.47430442 0.53207545 0.62367145 0.34078945 0.64889638] [ 0.3037879 0.55193522 0.52360835 0.53060639 0.5684418 ] [ 0.65773941 0.52187261 0.41706835 0.54110237 0.44248906] [ 0.43757872 0.51060362 0.51093962 0.74567321 0.48294105] [ 0.22324722 0.690464 0.32281509 0.84248336 0.63744603] [ 0.74397206 0.50273847 0.49189368 0.32649526 0.34990379] [ 0.5242212 0.51737777 0.43904675 0.55899304 0.41337785] [ 0.21768307 0.64869122 0.37672359 0.7226541 0.46199346] [ 0.25444407 0.69735828 0.3936888 0.74025648 0.51697335] [ 0.14094842 0.6760932 0.40556726 0.86980992 0.61883365] [ 0.68477575 0.30392299 0.62804953 0.25637357 0.41276351] [ 0.73606462 0.31607802 0.7043482 0.40479501 0.40585507] [ 0.46686057 0.56407503 0.41443917 0.63977635 0.33658206] [ 0.67414819 0.46965412 0.65161359 0.68372606 0.42445018] [ 0.62839859 0.4627365 0.5819345 0.4382476 0.47206348] [ 0.79455349 0.31736481 0.5121809 0.23341457 0.3716077 ] [ 0.48098419 0.58884059 0.42849178 0.495148 0.54587503] [ 0.73514672 0.3772108 0.65328618 0.27831731 0.50820463] [ 0.53234393 0.45163991 0.39858415 0.55920881 0.39428798] [ 0.47095956 0.6125194 0.34702235 0.6191069 0.57597321] [ 0.59288339 0.50822685 0.46808962 0.67153075 0.47778007] [ 0.34918612 0.57817151 0.51266833 0.77904159 0.58000526] [ 0.70884341 0.45731991 0.65004881 0.34134 0.48544832] [ 0.28232949 0.70924499 0.42973378 0.71613953 0.40572608] [ 0.62596394 0.41439974 0.55515275 0.34237826 0.49592899] [ 0.25118657 0.69447714 0.47913268 0.73327195 0.64282192] [ 0.44082275 0.71674491 0.26663636 0.56607592 0.44409803] [ 0.46317013 0.62521557 0.37997825 0.50939405 0.50849791] [ 0.70167547 0.41893114 0.6744855 0.31975895 0.48988078] [ 0.43339574 0.46073614 0.4609035 0.85011421 0.47071121] [ 0.26233606 0.54371149 0.42277081 0.83791834 0.49935294] [ 0.22008165 0.50977845 0.5014346 0.83446587 0.57728015] [ 0.62988039 0.55322459 0.62372547 0.48792597 0.45015736] [ 0.42512323 0.50143663 0.50566967 0.64815296 0.58860052] [ 0.36076426 0.51455315 0.50536488 0.66426499 0.62956697] [ 0.56236051 0.5552887 0.51197995 0.49674098 0.40776016] [ 0.54311062 0.51329711 0.28973885 0.48480068 0.49797528] [ 0.58397935 0.41662684 0.59834445 0.33051235 0.46423471] [ 0.38788935 0.66974318 0.46478474 0.72471046 0.49062444] Progress: 53.5% ... Training loss: 0.449 ... Validation loss: 0.734[ 0.31187251 0.69545565 0.3459685 0.68005695 0.51691326] [ 0.52220277 0.54118814 0.44329536 0.35192206 0.40508083] [ 0.5464386 0.49472738 0.37288538 0.46947302 0.38291306] [ 0.75240017 0.65543392 0.40516236 0.39850523 0.47943741] [ 0.78411099 0.31920106 0.46974018 0.29955745 0.46886786] [ 0.5940951 0.60044622 0.41652342 0.52306166 0.48004547] [ 0.75774405 0.46678751 0.36939667 0.37133652 0.34716879] [ 0.6374352 0.41040712 0.37631804 0.58099926 0.33763471] [ 0.32945051 0.66178567 0.30780466 0.74182451 0.5648606 ] [ 0.6281211 0.50698079 0.54069705 0.25793232 0.48184543] [ 0.32807524 0.59249731 0.44604249 0.78185214 0.45423399] [ 0.81843261 0.38821671 0.57872296 0.23180636 0.41589769] [ 0.76340673 0.48087421 0.53730598 0.14707893 0.34424243] [ 0.46331256 0.53329454 0.59707354 0.700216 0.43300488] [ 0.36557822 0.63854257 0.47297976 0.53649122 0.60590414] [ 0.51381645 0.58005541 0.44196643 0.37130631 0.48894424] [ 0.51444848 0.39282608 0.55204484 0.76518423 0.42904942] [ 0.54222698 0.60862179 0.38404101 0.75691918 0.48672764] [ 0.84621128 0.37187112 0.34381396 0.14524224 0.25546619] [ 0.53595374 0.38451421 0.46455964 0.48270563 0.47590311] [ 0.728726 0.37705141 0.52531269 0.35801624 0.32176767] [ 0.71468275 0.38900266 0.61581851 0.55785212 0.43437389] [ 0.72057414 0.37819533 0.54260257 0.23541353 0.471884 ] [ 0.70916813 0.43942337 0.49455784 0.42661098 0.35196518] [ 0.46589008 0.51558146 0.41537085 0.54292127 0.41301644] [ 0.84691784 0.46614791 0.46618229 0.38502176 0.38721157] [ 0.45540942 0.51908631 0.56897416 0.66660849 0.64258978] [ 0.48450208 0.54391403 0.41561695 0.5089946 0.49986778] [ 0.67067377 0.52160226 0.55784033 0.24942172 0.57478079] [ 0.60068861 0.52763971 0.42892707 0.55556733 0.46204257] [ 0.2099236 0.6729164 0.33504984 0.76425445 0.46015914] [ 0.33801574 0.55621121 0.50745167 0.64853877 0.45292339] [ 0.69618952 0.5114345 0.49935758 0.30558212 0.4114693 ] [ 0.60455956 0.5588502 0.54108812 0.42317172 0.3482458 ] [ 0.46537962 0.48270158 0.45855984 0.59434032 0.42754131] [ 0.35102383 0.55625716 0.43191992 0.8059811 0.52451044] [ 0.81306405 0.38593774 0.53115288 0.36970624 0.30340573] [ 0.75225993 0.53516298 0.56750324 0.45337044 0.42138182] [ 0.52397715 0.60758738 0.3269255 0.5456812 0.52801525] [ 0.73971027 0.55011528 0.59470274 0.47498875 0.35612337] [ 0.60043568 0.4539018 0.63794843 0.32732129 0.55893618] [ 0.33686603 0.62787322 0.35910531 0.69859855 0.38421798] [ 0.53504358 0.39057687 0.63111256 0.61745589 0.55285157] [ 0.81752291 0.36032956 0.58156336 0.27631727 0.47542437] [ 0.6654052 0.4757942 0.45565979 0.38851774 0.38072955] [ 0.30990327 0.58594739 0.5959426 0.76304526 0.52272061] [ 0.40044519 0.50844534 0.5291581 0.52275075 0.4561881 ] [ 0.44067389 0.48633852 0.49727505 0.46509294 0.46776109] [ 0.59784473 0.55864041 0.43706422 0.42556892 0.47751924] [ 0.69311631 0.41879414 0.46430818 0.36063755 0.42707194] [ 0.86137183 0.37362337 0.47749567 0.31777366 0.40050839] [ 0.16100933 0.57223562 0.50420232 0.73112324 0.59602057] [ 0.52510325 0.5825767 0.53705895 0.76505743 0.55941581] [ 0.5455973 0.42703043 0.4940908 0.35430923 0.35460635] [ 0.59240132 0.42981734 0.42376669 0.44900885 0.47655303] [ 0.46107062 0.62763632 0.4911049 0.56370221 0.39479261] [ 0.3602652 0.4270906 0.48058098 0.70109318 0.63980058] [ 0.44848817 0.61271403 0.40021085 0.52030765 0.47020432] [ 0.58000287 0.32512125 0.45923013 0.44660211 0.58735019] [ 0.40359745 0.68424148 0.37037764 0.69462083 0.39016132] [ 0.52255938 0.54717162 0.42397226 0.4642317 0.46235485] [ 0.59696799 0.49266573 0.46466036 0.56947616 0.26918222] [ 0.42931252 0.61268027 0.50439472 0.70630538 0.52323433] [ 0.38724382 0.48488512 0.4499547 0.62905205 0.4616176 ] [ 0.37854331 0.5442908 0.54652685 0.64214226 0.60937269] [ 0.66996012 0.39372591 0.57990634 0.13683701 0.38474101] [ 0.3292852 0.59496139 0.32712306 0.70387367 0.44556858] [ 0.43250978 0.53873261 0.45911784 0.6666604 0.32036465] [ 0.7283102 0.4548358 0.67486064 0.32805503 0.45816106] [ 0.28941754 0.6890782 0.29943033 0.64119434 0.56475913] [ 0.31393094 0.5875989 0.56970065 0.68540185 0.67754244] [ 0.21729409 0.53044441 0.36677153 0.78522268 0.49681348] [ 0.42593715 0.57163757 0.49335123 0.75845034 0.53208051] [ 0.76325647 0.46450928 0.40739218 0.28389753 0.41064208] [ 0.76562266 0.47842691 0.40239774 0.14277115 0.31807106] [ 0.44535718 0.55423358 0.41596251 0.60663505 0.51431928] [ 0.74347148 0.41982419 0.35298478 0.36878577 0.48862116] [ 0.69203458 0.4158353 0.61807448 0.43487789 0.42442471] [ 0.71786966 0.52139284 0.49043136 0.26858505 0.40145673] [ 0.37668642 0.45588528 0.52006485 0.67496811 0.46780866] [ 0.59174959 0.60331747 0.4968954 0.53355315 0.46503607] [ 0.45543727 0.58036796 0.63516205 0.48551991 0.51455289] [ 0.82657154 0.4995978 0.46145406 0.46225187 0.39395779] [ 0.69410177 0.52234688 0.51803633 0.36941715 0.45919538] [ 0.56892893 0.51631208 0.41746894 0.53026664 0.54351728] [ 0.56546495 0.5282959 0.32136907 0.72419808 0.41376437] [ 0.7244457 0.40358595 0.62664654 0.34424261 0.37473542] [ 0.36879688 0.55035885 0.44633745 0.78088101 0.50950404] [ 0.33354409 0.72895582 0.32196445 0.66644678 0.49067137] [ 0.21378387 0.50691755 0.47319578 0.8449334 0.50534815] [ 0.83675887 0.41062167 0.58420253 0.2263405 0.39495584] [ 0.4681166 0.55562529 0.52154353 0.70888885 0.6313424 ] [ 0.55061796 0.40448149 0.58740237 0.66548529 0.36727699] [ 0.6598364 0.5811603 0.47060421 0.44201789 0.3682198 ] [ 0.76284288 0.50588965 0.54704352 0.4546324 0.39400614] [ 0.6053321 0.39726915 0.45594195 0.48965368 0.45994701] [ 0.4165836 0.47072766 0.46204284 0.81326929 0.51175745] [ 0.85279533 0.3676893 0.56514529 0.20905164 0.42152478] [ 0.58940402 0.48100363 0.44729598 0.68379195 0.34044597] [ 0.57546258 0.60512479 0.4338676 0.57401144 0.33367658] [ 0.36189501 0.48868553 0.63389817 0.61734768 0.58871525] [ 0.47227845 0.56001041 0.66094978 0.57540235 0.56221442] [ 0.25119806 0.67122933 0.40746359 0.75363094 0.54707609] [ 0.49212653 0.55521528 0.38089148 0.42944012 0.48128328] [ 0.49891389 0.67570127 0.4887484 0.44527475 0.41358213] [ 0.51825031 0.55308586 0.56280265 0.43660566 0.57319089] [ 0.74702788 0.48239606 0.57126064 0.28417345 0.42044058] [ 0.22662046 0.58516859 0.41634007 0.77806113 0.47504734] [ 0.39376015 0.6304852 0.52548892 0.61142649 0.32245252] [ 0.3939458 0.52523285 0.48284835 0.70154903 0.49758874] [ 0.32279231 0.56254166 0.49080027 0.73441957 0.54105 ] [ 0.71658668 0.49855003 0.47830514 0.22583361 0.52353661] [ 0.54420326 0.63670516 0.41636025 0.75896884 0.5642753 ] [ 0.56307808 0.51960711 0.47017351 0.66532476 0.38593858] [ 0.7935478 0.45766209 0.50592051 0.28302932 0.46136303] [ 0.47641389 0.47387826 0.53090803 0.57124973 0.62209271] [ 0.64106973 0.48467442 0.55462116 0.37672604 0.43386513] [ 0.19573346 0.59844363 0.41421828 0.71242246 0.58766938] [ 0.5992977 0.43871019 0.45056379 0.57796986 0.53107105] [ 0.66449087 0.56149983 0.49628174 0.48651199 0.32530729] [ 0.6386324 0.37879228 0.37591645 0.43578611 0.42322527] [ 0.37015939 0.61145979 0.42875199 0.85057979 0.48059125] [ 0.47924606 0.5641292 0.37688461 0.47989067 0.33603675] [ 0.46745153 0.52284833 0.44602076 0.76565252 0.49881997] [ 0.54801613 0.49938816 0.47955835 0.56648481 0.36879928] [ 0.22380385 0.59986093 0.29821232 0.83485973 0.47358816] [ 0.28850781 0.60944052 0.33655511 0.82749945 0.47466592] [ 0.75328968 0.39623049 0.37616637 0.45228887 0.46795809] Progress: 53.5% ... Training loss: 0.449 ... Validation loss: 0.733[ 0.48205646 0.38429505 0.47930208 0.58882908 0.43108276] [ 0.57454521 0.47427088 0.4899441 0.71673796 0.45290172] [ 0.33672366 0.47530123 0.37513397 0.78866315 0.47085075] [ 0.61784647 0.50934719 0.41927159 0.3447692 0.31712596] [ 0.5222769 0.60218926 0.53620834 0.59577098 0.46391364] [ 0.77893638 0.44006623 0.63235037 0.28866517 0.32414971] [ 0.36569859 0.4302649 0.67027453 0.57961535 0.55912119] [ 0.53413314 0.56960277 0.54043525 0.63862384 0.59210775] [ 0.68402582 0.58137699 0.46087524 0.39313993 0.46363129] [ 0.69726312 0.35366449 0.59466067 0.28601892 0.44747786] [ 0.26645099 0.67024898 0.41378257 0.61181416 0.52270929] [ 0.28961075 0.57508294 0.52532503 0.80286365 0.58947887] [ 0.33731974 0.48620947 0.42046972 0.78791199 0.43234797] [ 0.83592033 0.43619021 0.50573037 0.16783806 0.45628626] [ 0.77205912 0.34412262 0.63790215 0.50331415 0.41261782] [ 0.35245433 0.67404714 0.440744 0.69737866 0.47900528] [ 0.38966603 0.5097171 0.48461113 0.86825776 0.60465984] [ 0.59614389 0.62279385 0.36339894 0.67533624 0.37734829] [ 0.61995261 0.41043782 0.57273887 0.64212572 0.31292313] [ 0.75010002 0.32446975 0.52365326 0.64958144 0.36421613] [ 0.42269424 0.53889671 0.54292098 0.7704601 0.47172361] [ 0.67312432 0.38473868 0.68244325 0.58152988 0.36577505] [ 0.49962338 0.41697484 0.53785722 0.54151643 0.43688708] [ 0.38978901 0.59739465 0.42250975 0.51626692 0.52796266] [ 0.78574397 0.41646089 0.60233308 0.28107518 0.42818137] [ 0.48991177 0.52728042 0.46756471 0.42355551 0.50998481] [ 0.3152996 0.61900709 0.53443663 0.79307474 0.63273707] [ 0.71444302 0.26969636 0.58511879 0.53269297 0.41344912] [ 0.75250692 0.45394387 0.54176022 0.6740364 0.35859133] [ 0.44627747 0.54866942 0.49653288 0.67809112 0.43067475] [ 0.43829849 0.50498529 0.40114575 0.34695633 0.38195796] [ 0.45498724 0.63003119 0.41751748 0.53317832 0.69791703] [ 0.54623194 0.59775753 0.51220466 0.51318441 0.48889743] [ 0.51402993 0.38512927 0.62460095 0.29512621 0.53297871] [ 0.47216134 0.57603761 0.51537986 0.45892366 0.46900989] [ 0.56505387 0.53985634 0.51789272 0.45828198 0.40977745] [ 0.38213778 0.43956251 0.45357798 0.87950452 0.60938194] [ 0.56073995 0.47740166 0.65684401 0.41634244 0.48995581] [ 0.50540468 0.42150434 0.47641975 0.41679106 0.70031609] [ 0.74824761 0.44366589 0.51242037 0.43637447 0.46927474] [ 0.73102635 0.40249338 0.44890209 0.2815397 0.31374937] [ 0.62237416 0.51378915 0.42060904 0.55257317 0.36524499] [ 0.44639197 0.44776777 0.59287612 0.58381424 0.49524472] [ 0.191618 0.59492892 0.39783952 0.84070336 0.50350368] [ 0.74886376 0.43219914 0.64216277 0.15222748 0.36512528] [ 0.28828497 0.46944575 0.48056821 0.87641864 0.63612414] [ 0.84765549 0.30764319 0.52303024 0.15051867 0.38956052] [ 0.63094662 0.45366179 0.54600666 0.42021872 0.37181607] [ 0.47503803 0.37015005 0.55438673 0.545823 0.63346193] [ 0.56951397 0.42506413 0.43041003 0.75560491 0.45826044] [ 0.31310692 0.59993449 0.43260078 0.81359739 0.3611514 ] [ 0.61342382 0.47298456 0.5238091 0.72108412 0.38964978] [ 0.60674985 0.53477078 0.56994489 0.50148329 0.4410059 ] [ 0.51462489 0.63557878 0.52251633 0.50596704 0.47011779] [ 0.14927154 0.67396459 0.37282412 0.8540887 0.51734499] [ 0.28418068 0.53090441 0.60554116 0.86872677 0.63524746] [ 0.44492115 0.47729393 0.46983438 0.51998852 0.50108887] [ 0.55902999 0.57843506 0.38913318 0.32369205 0.40980563] [ 0.80831791 0.48963156 0.56228573 0.22017953 0.42818238] [ 0.63158636 0.62838875 0.48823823 0.67104857 0.51191359] [ 0.60405161 0.51275303 0.6011563 0.3758546 0.3499021 ] [ 0.56318539 0.55460966 0.42613482 0.44669298 0.38134353] [ 0.54690131 0.59415886 0.34248761 0.57424368 0.47374177] [ 0.78788474 0.44718847 0.54558669 0.24273282 0.41579767] [ 0.38763888 0.58902355 0.33843331 0.69280759 0.59204397] [ 0.80238428 0.39411953 0.48278463 0.27490081 0.38776418] [ 0.62879705 0.47288185 0.58294994 0.33975385 0.41093752] [ 0.75804651 0.38181465 0.61300179 0.15001141 0.48982258] [ 0.64284283 0.53982696 0.44945056 0.4921196 0.3735365 ] [ 0.31623021 0.63210639 0.3014055 0.78993261 0.41478809] [ 0.73117866 0.43855396 0.5812795 0.61079553 0.42512947] [ 0.45536038 0.61769647 0.30506963 0.67805771 0.36105779] [ 0.32863304 0.69382692 0.44719099 0.62186353 0.38823921] [ 0.1274757 0.73416798 0.37352355 0.84828951 0.52332195] [ 0.85400711 0.37744456 0.56862702 0.19448852 0.37425893] [ 0.83822357 0.35587654 0.58637682 0.21852743 0.41233378] [ 0.33285962 0.5744994 0.53221482 0.87942251 0.59765706] [ 0.48738729 0.64649205 0.34876261 0.59302401 0.44942902] [ 0.79403966 0.43555912 0.61342809 0.55292022 0.36841913] [ 0.69806175 0.36843456 0.71250011 0.24624521 0.48126272] [ 0.75188278 0.51616036 0.45051669 0.39363096 0.4287793 ] [ 0.33756626 0.58505948 0.5427587 0.83319571 0.48142822] [ 0.62455088 0.452448 0.41015239 0.58637458 0.40107007] [ 0.32080971 0.64047689 0.4439096 0.72261447 0.53444746] [ 0.33432728 0.55924788 0.47544516 0.68336391 0.41455583] [ 0.80267447 0.5876278 0.4499881 0.41186766 0.4575548 ] [ 0.64398903 0.58516833 0.39612253 0.66055222 0.34625332] [ 0.72149571 0.42438675 0.56004299 0.30367149 0.44646437] [ 0.25701572 0.51893996 0.49368667 0.70257547 0.62117594] [ 0.63340492 0.33398198 0.75280076 0.49434405 0.43314552] [ 0.34905881 0.53622309 0.41752769 0.72653007 0.47248238] [ 0.38939561 0.70973491 0.38234909 0.75240983 0.46085081] [ 0.63586958 0.5410537 0.33247094 0.4200669 0.38278518] [ 0.63206658 0.47650354 0.45844367 0.41817891 0.44220855] [ 0.29876593 0.6223043 0.48601797 0.86007768 0.67246735] [ 0.73523545 0.46618219 0.41364961 0.3877498 0.32208282] [ 0.40119108 0.51711865 0.47837662 0.71016393 0.60021702] [ 0.27431483 0.52104503 0.57612379 0.55859067 0.5849524 ] [ 0.67314187 0.46138894 0.50413897 0.25038601 0.42080075] [ 0.82353092 0.40248197 0.51039052 0.43765558 0.38482168] [ 0.6684081 0.47515269 0.43557566 0.31093435 0.47300436] [ 0.39317472 0.56893847 0.46887632 0.70490823 0.57860778] [ 0.60329377 0.39808915 0.43133737 0.43976486 0.53428009] [ 0.75707143 0.58612107 0.45202778 0.54374583 0.45464124] [ 0.45128319 0.5407265 0.3659637 0.58666392 0.5228514 ] [ 0.58854966 0.40938343 0.44787802 0.70198749 0.38523849] [ 0.38607581 0.58238976 0.52980319 0.59259562 0.35247965] [ 0.59794002 0.4217258 0.47789714 0.53435569 0.38011162] [ 0.43546535 0.60680091 0.36966665 0.61332127 0.53661938] [ 0.59128985 0.60360555 0.49677174 0.53384503 0.46516471] [ 0.72094702 0.38361495 0.45134884 0.18966461 0.41725766] [ 0.21950954 0.67911159 0.46436797 0.65714012 0.60444382] [ 0.498813 0.58588817 0.50509245 0.52306988 0.5047098 ] [ 0.68864221 0.47370473 0.49722407 0.35788342 0.37472134] [ 0.52537392 0.40191107 0.44507444 0.67409373 0.506936 ] [ 0.55102542 0.58372175 0.51377926 0.52097829 0.35752651] [ 0.81516043 0.40934183 0.5714975 0.21689006 0.42705253] [ 0.54452312 0.49319502 0.52531083 0.46764439 0.60466841] [ 0.41735953 0.69471782 0.35496817 0.62210151 0.52083949] [ 0.40831154 0.47514414 0.32871289 0.67607447 0.54746905] [ 0.47895037 0.51148699 0.39584213 0.71883936 0.35448761] [ 0.40751557 0.73690898 0.32990997 0.64308543 0.53413069] [ 0.64775803 0.45406401 0.61409093 0.61672182 0.42101385] [ 0.2761429 0.63719672 0.43838172 0.80686327 0.47742421] [ 0.50927061 0.44923766 0.59732274 0.67705541 0.44259611] [ 0.64689423 0.56606165 0.50837797 0.52373133 0.48300242] [ 0.53700809 0.56882619 0.35251335 0.39071463 0.46164147] [ 0.62206748 0.61004055 0.41230832 0.56989316 0.43176637] Progress: 53.6% ... Training loss: 0.449 ... Validation loss: 0.733[ 0.2246777 0.7021135 0.45354097 0.70344455 0.52251589] [ 0.51305103 0.67231594 0.41377574 0.57050887 0.46331439] [ 0.26953893 0.52324942 0.49209418 0.7292373 0.74820501] [ 0.35691391 0.57487475 0.45222782 0.75749278 0.57684844] [ 0.75849194 0.41417813 0.58514366 0.24101781 0.36592716] [ 0.26925671 0.59906932 0.40590031 0.77583207 0.56233004] [ 0.25125138 0.67935122 0.36438747 0.71399671 0.50712878] [ 0.62773076 0.4728305 0.4081603 0.30630495 0.33801789] [ 0.63384464 0.46681836 0.5118414 0.4382152 0.39777214] [ 0.4259243 0.59626485 0.3912848 0.49497201 0.49453073] [ 0.66289133 0.5109269 0.51042654 0.29215217 0.41699905] [ 0.53719155 0.55569813 0.42465389 0.76018373 0.3825147 ] [ 0.35779515 0.51395721 0.40097944 0.77142513 0.44244032] [ 0.36039928 0.63033235 0.5056789 0.63293293 0.51552243] [ 0.56845112 0.5353406 0.4929377 0.70665112 0.39348147] [ 0.44738114 0.54158553 0.4811115 0.84664523 0.45161565] [ 0.57439368 0.50546528 0.50775797 0.64703857 0.40780476] [ 0.53980128 0.58919305 0.50189285 0.40915054 0.52618781] [ 0.3664156 0.55878177 0.53091689 0.75600268 0.5233077 ] [ 0.33514245 0.6776973 0.44560039 0.59383643 0.37433885] [ 0.62372205 0.44056416 0.57396642 0.39636843 0.49450402] [ 0.73807307 0.56525176 0.43340028 0.35416247 0.40732574] [ 0.74042882 0.52137694 0.53510848 0.41492481 0.48590987] [ 0.31250996 0.61000812 0.50175155 0.817242 0.55809307] [ 0.75091142 0.32404187 0.52383569 0.6490435 0.36405335] [ 0.24035452 0.63715376 0.37841863 0.87856959 0.49007577] [ 0.50550733 0.52585013 0.53627331 0.59648642 0.68163045] [ 0.38388024 0.73398912 0.358408 0.78499178 0.53180927] [ 0.34603521 0.65501139 0.41316411 0.65941756 0.48654162] [ 0.49402694 0.54242667 0.4868844 0.73996832 0.42119359] [ 0.61101111 0.63813294 0.52903126 0.52542312 0.50801078] [ 0.28366741 0.62378225 0.35079808 0.88773428 0.51724987] [ 0.36916949 0.48027899 0.44701628 0.47750375 0.67395711] [ 0.84555263 0.44309237 0.49286258 0.18935562 0.39672945] [ 0.28791702 0.69792312 0.47632701 0.79392135 0.56605542] [ 0.58903253 0.40199706 0.61126107 0.30232136 0.56644335] [ 0.79307376 0.45800983 0.50578075 0.28327834 0.46149168] [ 0.67676678 0.392595 0.66016942 0.37018714 0.45089376] [ 0.45205907 0.52911703 0.60929696 0.72065337 0.6078773 ] [ 0.25849692 0.56897759 0.4105733 0.85981954 0.51807275] [ 0.69808452 0.31584836 0.57436059 0.24489853 0.43895897] [ 0.46838194 0.66514285 0.38402121 0.41976436 0.43074773] [ 0.40699282 0.53463282 0.54631774 0.75073173 0.52884637] [ 0.42172397 0.5404548 0.48455412 0.68089453 0.42378351] [ 0.71917626 0.42585001 0.35384218 0.4147143 0.40148894] [ 0.39021189 0.62057772 0.49714318 0.52083119 0.53690681] [ 0.50437279 0.45138426 0.5518408 0.35611647 0.64011159] [ 0.5888311 0.55918603 0.52530878 0.27833426 0.47603032] [ 0.47281649 0.51880631 0.52771016 0.61823389 0.34853931] [ 0.64055387 0.49318541 0.42411822 0.40177102 0.36396127] [ 0.36208807 0.68822809 0.44703099 0.65739434 0.3534935 ] [ 0.46677531 0.76097539 0.2803456 0.75763614 0.50785252] [ 0.61747903 0.44043115 0.61140204 0.43261924 0.3410245 ] [ 0.38246924 0.54247414 0.38550026 0.69381328 0.59528841] [ 0.44107139 0.58515266 0.4250435 0.54143422 0.50058579] [ 0.55569069 0.58000959 0.45784402 0.44042265 0.33061881] [ 0.6056527 0.34992295 0.61330176 0.59042108 0.49989829] [ 0.51564432 0.47952923 0.50573667 0.69799015 0.47966173] [ 0.53361411 0.45778192 0.45708915 0.30732673 0.37792741] [ 0.51884566 0.458736 0.54085117 0.61186685 0.52030756] [ 0.57884201 0.60465457 0.42422561 0.51561266 0.39526933] [ 0.40200812 0.63328476 0.41601964 0.53375715 0.40756244] [ 0.27713808 0.63584662 0.42141479 0.81114616 0.43735494] [ 0.28190091 0.50454945 0.36714692 0.82600325 0.60163858] [ 0.65692967 0.33290606 0.53825244 0.34605185 0.48445334] [ 0.5927027 0.63018242 0.42232078 0.65705684 0.35527306] [ 0.54965216 0.56260167 0.46906021 0.73360425 0.56541111] [ 0.34001871 0.40832944 0.51846708 0.86416218 0.61759547] [ 0.66421924 0.52554303 0.50579149 0.4122736 0.30499155] [ 0.19044191 0.65188227 0.35546877 0.90544403 0.59335809] [ 0.36041048 0.42709334 0.48059074 0.70100799 0.63980203] [ 0.3959466 0.66264688 0.41663943 0.59396654 0.42622156] [ 0.27421224 0.59142342 0.385352 0.64600788 0.59300863] [ 0.74949451 0.52633397 0.36477557 0.41430637 0.48511493] [ 0.61139933 0.5054173 0.4614605 0.5224942 0.47065847] [ 0.80295624 0.42280206 0.4052103 0.3557969 0.30277088] [ 0.62948921 0.55154869 0.4945247 0.36513612 0.37339263] [ 0.5625297 0.62692189 0.41808292 0.45694004 0.33799652] [ 0.4259 0.56639486 0.54377669 0.75102915 0.39801241] [ 0.70174617 0.4027799 0.56280425 0.30636169 0.50727768] [ 0.4173323 0.63562597 0.49984085 0.56173097 0.50850783] [ 0.3081004 0.4796757 0.42564929 0.81789797 0.55637402] [ 0.45546605 0.58007843 0.51434485 0.64245551 0.41062595] [ 0.24461757 0.53165296 0.63236098 0.7706939 0.74627821] [ 0.49568011 0.67593844 0.33009393 0.58193532 0.5208998 ] [ 0.3530873 0.51447361 0.61157695 0.72579649 0.60592782] [ 0.46914626 0.59327892 0.40619554 0.45532086 0.41468691] [ 0.51692952 0.70954954 0.35147221 0.58271214 0.49063718] [ 0.69764523 0.46252339 0.4102994 0.34360824 0.49864628] [ 0.53915072 0.39139633 0.52993623 0.67559531 0.41640929] [ 0.66452914 0.40454792 0.44793976 0.51865716 0.30314591] [ 0.45887919 0.56068782 0.49488041 0.6714527 0.48000644] [ 0.73526684 0.40820652 0.48153297 0.33901104 0.44690606] [ 0.42575553 0.69786149 0.27707347 0.65085411 0.49704355] [ 0.36492022 0.52785115 0.56580537 0.79649848 0.63859765] [ 0.46337975 0.49449888 0.58142118 0.76669943 0.44869138] [ 0.37614267 0.6156409 0.37568756 0.6792209 0.39196598] [ 0.40265881 0.65501818 0.49741739 0.63352302 0.54873094] [ 0.78684731 0.43149048 0.52234921 0.40739328 0.3972103 ] [ 0.30605429 0.59038587 0.40470264 0.61787505 0.61132835] [ 0.74350127 0.51731974 0.56575567 0.21934339 0.50677344] [ 0.25452704 0.6680616 0.33220483 0.6580776 0.50085626] [ 0.68801049 0.39500595 0.43866041 0.21042155 0.32448408] [ 0.21389333 0.70058652 0.44279605 0.7245237 0.49334763] [ 0.24905958 0.50630349 0.37823639 0.76993395 0.64716236] [ 0.76912684 0.36142926 0.61204639 0.30750932 0.47017889] [ 0.52548749 0.49572349 0.44179568 0.61146937 0.3963566 ] [ 0.40666692 0.55007248 0.59936971 0.43051356 0.41806363] [ 0.7223403 0.41310568 0.64168255 0.53570884 0.45475715] [ 0.56757092 0.48995537 0.28751662 0.34852633 0.41137322] [ 0.54550279 0.47070326 0.60648681 0.59353895 0.35186981] [ 0.53861255 0.52971974 0.48633707 0.67094927 0.39046634] [ 0.66591596 0.46003854 0.50848981 0.60917342 0.3471061 ] [ 0.72690718 0.42221007 0.45215137 0.2946903 0.36777482] [ 0.65932026 0.5815928 0.47040656 0.44235287 0.36839591] [ 0.67079202 0.47380372 0.51206203 0.25379841 0.40448832] [ 0.17792262 0.6310548 0.40688177 0.82848763 0.57940445] [ 0.35966864 0.58921237 0.47812099 0.64325157 0.38694271] [ 0.293384 0.56582762 0.46681104 0.67347479 0.55111816] [ 0.54052681 0.47388421 0.50943974 0.45128659 0.50718696] [ 0.40772945 0.66045047 0.35768263 0.65762422 0.56741087] [ 0.54050724 0.48713162 0.45782574 0.52372111 0.36617341] [ 0.24798777 0.54999523 0.44328268 0.85786535 0.55780871] [ 0.82537827 0.42112011 0.55623081 0.26426032 0.35624664] [ 0.41035351 0.59931442 0.37155842 0.78468331 0.57275539] [ 0.29877743 0.7570655 0.26671466 0.77236911 0.48833196] [ 0.43762033 0.47376318 0.49930693 0.59981549 0.50215749] [ 0.63009891 0.39088685 0.3864398 0.28136424 0.35689366] Progress: 53.6% ... Training loss: 0.448 ... Validation loss: 0.733[ 0.62565049 0.53027457 0.5060289 0.43923549 0.52758047] [ 0.37228801 0.67009985 0.32163686 0.55472913 0.50860072] [ 0.6342536 0.58319255 0.46055894 0.38261713 0.37595067] [ 0.60869042 0.61872573 0.26122747 0.46356608 0.38168149] [ 0.22776865 0.69745811 0.44894893 0.80999147 0.56493427] [ 0.79918292 0.31869695 0.559883 0.27281906 0.40056981] [ 0.60764608 0.59513906 0.52364328 0.53815725 0.40067028] [ 0.54974341 0.50044146 0.51149631 0.41253141 0.52500979] [ 0.44219136 0.56846558 0.44364653 0.45887867 0.47062937] [ 0.55846315 0.57850195 0.49301666 0.60513594 0.49195962] [ 0.42577408 0.48293291 0.53398835 0.73730749 0.52533138] [ 0.62066247 0.44322129 0.40848245 0.65310882 0.35275671] [ 0.19292714 0.6485648 0.39547249 0.84273927 0.46258607] [ 0.82225488 0.52709044 0.48467445 0.42685017 0.39171426] [ 0.76165329 0.4966934 0.55402682 0.25006533 0.55344495] [ 0.31626021 0.60906357 0.32360537 0.53237621 0.4043429 ] [ 0.36034149 0.60705182 0.39823274 0.86335773 0.44781907] [ 0.59800559 0.55827969 0.53663985 0.41590877 0.41396054] [ 0.61816938 0.35573278 0.57550434 0.67511577 0.5109032 ] [ 0.44698249 0.54841278 0.49662379 0.67757663 0.43062293] [ 0.71501197 0.48105171 0.44772108 0.37440319 0.4575361 ] [ 0.34631488 0.68357095 0.40568712 0.69093154 0.42474443] [ 0.4727874 0.47518537 0.54434566 0.53294347 0.56650892] [ 0.66002235 0.45638836 0.56394787 0.16524028 0.32382585] [ 0.35677102 0.55324141 0.31824494 0.70396518 0.41383141] [ 0.43986892 0.69708006 0.31655003 0.66683989 0.49696924] [ 0.60631144 0.50178038 0.42104052 0.36922681 0.4743151 ] [ 0.70741718 0.44567542 0.65530657 0.41189035 0.32936115] [ 0.41910658 0.63496013 0.31262347 0.75464604 0.2893655 ] [ 0.10674604 0.73832984 0.37754321 0.78822216 0.48396927] [ 0.77117181 0.34235254 0.61587406 0.48382228 0.40524901] [ 0.6885872 0.40640573 0.47163113 0.42277124 0.444339 ] [ 0.3379983 0.56636907 0.48338647 0.72628882 0.46165407] [ 0.35557337 0.6210444 0.52497401 0.66983291 0.63842765] [ 0.79476745 0.38324746 0.55264834 0.17499675 0.40125618] [ 0.14678644 0.74295189 0.42239211 0.80264386 0.52773911] [ 0.89685788 0.38283338 0.49251339 0.19373181 0.31214053] [ 0.51213465 0.4283837 0.44967054 0.75001247 0.50251568] [ 0.60407553 0.55332846 0.40935948 0.59707709 0.32498397] [ 0.71770581 0.30836188 0.66089852 0.36938325 0.4087434 ] [ 0.53262702 0.6059131 0.33824559 0.60812113 0.47124421] [ 0.78572877 0.33468335 0.48757052 0.65072832 0.39740537] [ 0.78388964 0.31938298 0.4696564 0.2995645 0.46894484] [ 0.76808312 0.38357729 0.61988245 0.38494144 0.39714517] [ 0.80262651 0.36198201 0.62194317 0.29526685 0.43304333] [ 0.55703955 0.51030703 0.59390191 0.37516258 0.42038263] [ 0.71455467 0.50926776 0.48048528 0.42330703 0.49811596] [ 0.52350323 0.52372123 0.46525261 0.38852433 0.32919924] [ 0.62486858 0.53889515 0.46846603 0.41284688 0.58233944] [ 0.55098601 0.49538184 0.47486193 0.39052134 0.58218417] [ 0.31146549 0.47259615 0.37921394 0.68696302 0.59494727] [ 0.45776285 0.60344224 0.52473032 0.82611477 0.53801218] [ 0.51707591 0.5190913 0.51674656 0.72950918 0.43146792] [ 0.59927595 0.56068328 0.52789213 0.35032965 0.54153359] [ 0.59016388 0.55317233 0.53962289 0.47269094 0.41587833] [ 0.45110544 0.56625107 0.55010602 0.33346405 0.5104941 ] [ 0.72873825 0.44610749 0.53609507 0.40169132 0.41677136] [ 0.46450662 0.58260319 0.44911843 0.73329001 0.62182304] [ 0.26527079 0.74690426 0.29109406 0.79549842 0.52385531] [ 0.83266555 0.50743682 0.56142693 0.2553206 0.3959816 ] [ 0.48013492 0.4922102 0.57323826 0.59603582 0.41488216] [ 0.75593852 0.36402092 0.37608917 0.17677091 0.3732534 ] [ 0.36023045 0.71752118 0.3332244 0.66086124 0.41810303] [ 0.65553175 0.39257515 0.54900272 0.4725144 0.4219517 ] [ 0.70161983 0.39045838 0.6001272 0.56304499 0.46173429] [ 0.64615862 0.54226051 0.4273946 0.3544886 0.43452242] [ 0.85158568 0.43629112 0.48847253 0.20109968 0.41628436] [ 0.29805697 0.53387637 0.51861789 0.63571114 0.63974437] [ 0.84548745 0.37164952 0.58632153 0.11024779 0.46789262] [ 0.21988721 0.51067925 0.50102212 0.83442303 0.57771619] [ 0.72174901 0.46839326 0.41705807 0.38579927 0.36198999] [ 0.53083762 0.61154464 0.56196863 0.52044175 0.53763605] [ 0.5240632 0.5729584 0.43758882 0.54732092 0.548424 ] [ 0.74675098 0.46101972 0.44919835 0.31873195 0.4133377 ] [ 0.39859833 0.5437568 0.37173884 0.52522227 0.54429001] [ 0.91052196 0.39118163 0.50952919 0.2586701 0.3420677 ] [ 0.27129842 0.54986542 0.43120194 0.82637908 0.54165575] [ 0.58919422 0.52981308 0.39877816 0.29205869 0.4244155 ] [ 0.30920161 0.60950655 0.36746391 0.8303902 0.53063166] [ 0.61040073 0.37630578 0.50949916 0.58955248 0.31481772] [ 0.3538816 0.59906526 0.434576 0.62505916 0.42072023] [ 0.72843124 0.46401012 0.50071115 0.36064597 0.36688231] [ 0.72714839 0.48763844 0.53058079 0.19711488 0.38649659] [ 0.47328216 0.48815429 0.45742876 0.60688086 0.53642123] [ 0.34390198 0.64466835 0.42443864 0.66906661 0.494604 ] [ 0.75610482 0.34024775 0.68316947 0.24537177 0.42984029] [ 0.56768259 0.55878577 0.54673503 0.74648959 0.50576419] [ 0.72576417 0.367045 0.64266873 0.49998974 0.4337633 ] [ 0.68382071 0.51376765 0.48964287 0.39663934 0.40108154] [ 0.78450503 0.57251289 0.41392083 0.29511917 0.50488765] [ 0.65977776 0.44096813 0.53612314 0.36574003 0.41180875] [ 0.81351761 0.49950308 0.4981669 0.4769255 0.36822726] [ 0.60607607 0.42856279 0.52904392 0.34253968 0.44722424] [ 0.44628073 0.6402037 0.53977463 0.55842907 0.46999609] [ 0.2487122 0.58774182 0.46460483 0.83817017 0.62250676] [ 0.66082126 0.36389383 0.70327401 0.54383865 0.46395494] [ 0.57565042 0.60521834 0.43380946 0.57388402 0.33375854] [ 0.38690699 0.67626998 0.31671759 0.68141822 0.51260429] [ 0.8536442 0.50891397 0.5307127 0.34940694 0.36878 ] [ 0.67231549 0.3880899 0.59894796 0.49747172 0.46345954] [ 0.70302388 0.43508784 0.53395722 0.25542806 0.4527489 ] [ 0.64875238 0.44313938 0.60362046 0.36009177 0.51283791] [ 0.25933533 0.72599311 0.3696994 0.75674183 0.45333886] [ 0.22494612 0.56712381 0.42358481 0.73996436 0.56699359] [ 0.55335852 0.5901185 0.44853224 0.59584214 0.37393635] [ 0.47931311 0.51249622 0.57581645 0.71327322 0.54261861] [ 0.60302571 0.49233093 0.47018195 0.38201079 0.44627371] [ 0.86720479 0.38657697 0.53872567 0.2051709 0.3591718 ] [ 0.80557234 0.44681947 0.60519776 0.59635946 0.30889054] [ 0.71351998 0.41539331 0.42941095 0.54261217 0.28521859] [ 0.83483435 0.42908322 0.56828674 0.16863524 0.44371992] [ 0.81754747 0.51258017 0.42737085 0.42774916 0.37828155] [ 0.59654455 0.45833569 0.51734563 0.66000049 0.36620978] [ 0.71868887 0.50017136 0.45126897 0.35128389 0.4801592 ] [ 0.65789846 0.43515794 0.51317439 0.2069846 0.50885552] [ 0.37263447 0.61743777 0.34970975 0.7075059 0.42216062] [ 0.62248724 0.47020685 0.50955367 0.43466188 0.53308267] [ 0.63281083 0.6436774 0.41599541 0.5299576 0.56900533] [ 0.64443164 0.39085401 0.40964817 0.47506001 0.51102925] [ 0.68898492 0.39780434 0.5721093 0.44433378 0.50043809] [ 0.4928382 0.59975519 0.4086983 0.50846128 0.56654804] [ 0.59087886 0.56260789 0.48616972 0.54989181 0.37532397] [ 0.7245255 0.48749034 0.61277845 0.57195127 0.38027028] [ 0.2144638 0.60102561 0.42205873 0.66434247 0.55476416] [ 0.49149278 0.43858643 0.60180018 0.54690959 0.40234457] [ 0.63301121 0.56278258 0.48686979 0.5812765 0.40298812] [ 0.49033929 0.67501634 0.33425904 0.75094201 0.50901458] [ 0.55631479 0.53055124 0.4931891 0.57848727 0.46623808] Progress: 53.7% ... Training loss: 0.448 ... Validation loss: 0.732[ 0.3656508 0.70520676 0.42168983 0.68928064 0.50797024] [ 0.23146343 0.58114724 0.41757904 0.68228469 0.52433543] [ 0.53446352 0.50107241 0.34541421 0.71298668 0.52764301] [ 0.59543385 0.49223627 0.46929734 0.35553974 0.33221586] [ 0.49130961 0.48351875 0.62785243 0.449762 0.52710744] [ 0.83107778 0.31469964 0.66543842 0.20861845 0.3211339 ] [ 0.67348576 0.47156155 0.34746041 0.3987216 0.41183931] [ 0.44637028 0.57868622 0.26890895 0.81317169 0.51910707] [ 0.62527854 0.57435003 0.47840326 0.29490264 0.49999457] [ 0.65158997 0.56866681 0.60526733 0.55861089 0.47439587] [ 0.27236373 0.71429079 0.36664785 0.75961564 0.52634276] [ 0.52667089 0.59123459 0.37938904 0.61898863 0.45033246] [ 0.37924379 0.57201089 0.46802466 0.79838708 0.48984194] [ 0.41870982 0.59826686 0.38873921 0.58185519 0.51986908] [ 0.59477833 0.62163773 0.56420694 0.61780018 0.49570692] [ 0.65525129 0.49870207 0.59451446 0.6076799 0.48185559] [ 0.19637504 0.60792351 0.55391108 0.83824528 0.58302229] [ 0.70840954 0.51423291 0.30079616 0.2735863 0.33366954] [ 0.76299397 0.44385341 0.52307648 0.28086418 0.51191679] [ 0.75057351 0.41331172 0.46466674 0.38069436 0.44406642] [ 0.80214232 0.44255376 0.39485595 0.39032523 0.54281345] [ 0.72281761 0.61547916 0.31430377 0.58145647 0.42616292] [ 0.70854212 0.51389031 0.46543634 0.43515279 0.36913297] [ 0.57804484 0.47664312 0.54694979 0.34575815 0.47344456] [ 0.70849118 0.52945532 0.51097531 0.33985579 0.39685475] [ 0.53678827 0.49970347 0.52431204 0.72933081 0.54585344] [ 0.55278819 0.53680383 0.55532906 0.67637833 0.50771285] [ 0.60325297 0.56908751 0.38788622 0.62517072 0.3965737 ] [ 0.64796378 0.60453085 0.50496588 0.56075203 0.42426929] [ 0.75057351 0.41331172 0.46466674 0.38069436 0.44406642] [ 0.70289337 0.5552218 0.48193207 0.48496693 0.52131519] [ 0.78876503 0.38979363 0.54717745 0.17511204 0.45105787] [ 0.54229903 0.52794054 0.58374026 0.46551386 0.51889152] [ 0.28205732 0.50690718 0.33850397 0.65192906 0.58471424] [ 0.60070562 0.47295805 0.54158778 0.56174033 0.364578 ] [ 0.67757657 0.66778595 0.45178642 0.46868838 0.37799447] [ 0.57164483 0.54587842 0.42796609 0.4779548 0.32171035] [ 0.41935592 0.59933084 0.51225308 0.55241866 0.42961457] [ 0.60302765 0.45134601 0.55869331 0.43807469 0.50248557] [ 0.32815079 0.72681553 0.32770308 0.63715293 0.48065729] [ 0.5925826 0.63562716 0.411711 0.70475362 0.5169485 ] [ 0.85545055 0.41476832 0.4069254 0.33517288 0.27236258] [ 0.52928487 0.5232142 0.54468378 0.76535748 0.43436446] [ 0.28166604 0.74109349 0.44455505 0.69176131 0.48442488] [ 0.61111143 0.42868116 0.40567147 0.46705319 0.42342089] [ 0.707595 0.55099162 0.39533892 0.48450568 0.41406821] [ 0.67485183 0.53731735 0.37906493 0.42218217 0.37368857] [ 0.56405844 0.33806471 0.52830361 0.2378198 0.38755029] [ 0.22148178 0.68469505 0.30494714 0.82243319 0.47300314] [ 0.47801283 0.5416581 0.59784201 0.67776711 0.62091378] [ 0.5970788 0.42495187 0.58772088 0.55947165 0.46012347] [ 0.61937829 0.4153989 0.60623631 0.6020504 0.38813887] [ 0.25345598 0.56743711 0.40618643 0.85246752 0.58297572] [ 0.62412872 0.47483554 0.38493682 0.59186763 0.47663892] [ 0.67013172 0.44678915 0.61647385 0.30416875 0.49160903] [ 0.23547972 0.73029662 0.34250519 0.82031686 0.44407849] [ 0.58674175 0.51881409 0.59014015 0.42751174 0.40873405] [ 0.68796337 0.41374913 0.59364388 0.63578961 0.42180614] [ 0.36303283 0.52584298 0.47738832 0.78130652 0.53640629] [ 0.54266043 0.39921141 0.58437452 0.37040307 0.54287667] [ 0.52916376 0.55331711 0.39414891 0.82977797 0.41701461] [ 0.25444401 0.68613797 0.38765241 0.64563103 0.61615834] [ 0.64844323 0.45984098 0.52408113 0.30929155 0.45233647] [ 0.45593555 0.61331096 0.44127855 0.57763414 0.55126158] [ 0.70236223 0.44195503 0.5354349 0.63336432 0.42581951] [ 0.47179306 0.6443188 0.51774157 0.44826927 0.47514952] [ 0.51668703 0.5843182 0.34098634 0.5707504 0.49282596] [ 0.36221026 0.57257666 0.54728679 0.56624575 0.49556666] [ 0.74651922 0.50674951 0.46332443 0.35571547 0.36265599] [ 0.54046551 0.46504397 0.52025242 0.55299285 0.39689999] [ 0.61531473 0.51713296 0.50819946 0.68143921 0.36629639] [ 0.7259676 0.45934499 0.34522078 0.3986844 0.40830933] [ 0.38088895 0.62699793 0.41028506 0.67552161 0.45368574] [ 0.48458689 0.67254672 0.48758706 0.68642758 0.60936655] [ 0.69407185 0.59367117 0.40091915 0.56419814 0.47523069] [ 0.76060003 0.49200231 0.56348526 0.46716697 0.49527301] [ 0.25461911 0.69773113 0.39347303 0.73999575 0.5172502 ] [ 0.56674056 0.67212581 0.48766927 0.68029853 0.53137488] [ 0.65565344 0.42725799 0.50819125 0.70777973 0.45866481] [ 0.67118265 0.4728431 0.36584802 0.40273189 0.41582426] [ 0.37974667 0.66701458 0.3422436 0.77351807 0.46709138] [ 0.51966709 0.48301253 0.49707415 0.54736698 0.48903584] [ 0.46549973 0.64683859 0.37487646 0.6289036 0.41992742] [ 0.32724288 0.52458194 0.35266802 0.85065339 0.41225388] [ 0.22391248 0.6705481 0.28726788 0.84661384 0.61469488] [ 0.61182523 0.55018482 0.52784294 0.39649871 0.41867743] [ 0.42164066 0.63142521 0.3849679 0.61651604 0.45456225] [ 0.62007364 0.3563443 0.37211333 0.51886716 0.34447468] [ 0.65971499 0.5177275 0.49798152 0.52352467 0.5221342 ] [ 0.5371847 0.43795888 0.53061593 0.7058764 0.46262732] [ 0.66581985 0.37981658 0.56099527 0.45044944 0.39341963] [ 0.61258679 0.54348328 0.52628161 0.50330939 0.43352775] [ 0.54246486 0.52314806 0.5342522 0.64723973 0.43165996] [ 0.48981531 0.5652715 0.48319202 0.43114276 0.43961742] [ 0.54401024 0.4719711 0.53431134 0.40038817 0.52971884] [ 0.65313615 0.53440932 0.55505342 0.53635949 0.37411787] [ 0.29499838 0.48256486 0.4408255 0.83294092 0.61163416] [ 0.41101963 0.66638029 0.47445921 0.68437743 0.53094445] [ 0.28623734 0.54577036 0.30013712 0.79104461 0.51746383] [ 0.21533643 0.55836701 0.41090272 0.80577903 0.53700335] [ 0.26746975 0.60341777 0.45145559 0.89252104 0.56211144] [ 0.74062266 0.5226025 0.39591661 0.36934839 0.43722813] [ 0.70095139 0.27429528 0.60439947 0.49363141 0.39825762] [ 0.21829651 0.60211436 0.33264904 0.73807791 0.46964056] [ 0.79327445 0.36312241 0.63025345 0.23341803 0.41451852] [ 0.43042255 0.69235304 0.44433923 0.59548304 0.36921544] [ 0.87075935 0.29416101 0.54363395 0.20799528 0.35788871] [ 0.41121987 0.55661948 0.53336133 0.78576762 0.62929037] [ 0.57437025 0.45636183 0.52241527 0.66483293 0.38582917] [ 0.65435371 0.35986714 0.4191806 0.43015457 0.35673073] [ 0.30208803 0.59071706 0.49205896 0.75233504 0.48061394] [ 0.84046676 0.522705 0.45376583 0.3772017 0.28240335] [ 0.78887171 0.50474727 0.45253631 0.1790423 0.33672721] [ 0.32085916 0.55203528 0.48165221 0.5073078 0.55131879] [ 0.6009476 0.52754579 0.42896961 0.55525498 0.46201341] [ 0.58391204 0.40723343 0.4572694 0.6495046 0.34281436] [ 0.70475205 0.5104184 0.42964803 0.51461967 0.49449011] [ 0.48659677 0.65489877 0.41388116 0.6469794 0.51867366] [ 0.72530477 0.53304379 0.36432189 0.29538548 0.4513854 ] [ 0.63373995 0.57225642 0.30452753 0.29664302 0.32524944] [ 0.83535087 0.47286951 0.58211779 0.37115873 0.33041724] [ 0.50554162 0.60413674 0.51799561 0.57053285 0.48418286] [ 0.81295771 0.47997853 0.48902624 0.26380636 0.49449927] [ 0.61625641 0.37283885 0.59429396 0.60956234 0.45420101] [ 0.71133004 0.39113821 0.60015687 0.58910403 0.39415142] [ 0.37186136 0.63927001 0.4570404 0.61663378 0.43608824] [ 0.50949183 0.52578688 0.53237114 0.50608819 0.54570825] [ 0.77641407 0.51161326 0.48913087 0.31354188 0.34528888] Progress: 53.8% ... Training loss: 0.448 ... Validation loss: 0.735[ 0.36748494 0.71017298 0.30314609 0.66178446 0.49408679] [ 0.30594856 0.53892991 0.37744079 0.90036707 0.55941176] [ 0.43796897 0.5825693 0.42242222 0.74925873 0.35459646] [ 0.57367596 0.50553101 0.48658059 0.56066241 0.29344147] [ 0.54038199 0.58900427 0.50195274 0.40879834 0.52612384] [ 0.34892184 0.58432516 0.49555723 0.60986601 0.44843577] [ 0.65406507 0.5442144 0.47301602 0.35161946 0.47173984] [ 0.49389783 0.59640304 0.32486554 0.65862932 0.26298946] [ 0.62324673 0.50481511 0.50474063 0.36511425 0.57388301] [ 0.44342669 0.48854996 0.45691705 0.36431501 0.6162989 ] [ 0.52428117 0.40870136 0.58838723 0.59749319 0.41693932] [ 0.54177424 0.59568198 0.44722938 0.57229013 0.53077522] [ 0.72760093 0.45641655 0.45654853 0.24717362 0.4454032 ] [ 0.43830577 0.51540653 0.55209293 0.22130385 0.47982053] [ 0.31427863 0.55298518 0.5172187 0.81152271 0.65368345] [ 0.24060607 0.6252851 0.33854775 0.81645852 0.54511701] [ 0.3733421 0.63027645 0.64733701 0.58087226 0.55768867] [ 0.39280783 0.54074737 0.56587649 0.59496483 0.53383483] [ 0.52475884 0.60772915 0.32686599 0.5449011 0.52816902] [ 0.72523238 0.53320367 0.36425582 0.2955005 0.45143507] [ 0.42473202 0.62103924 0.53569817 0.70328683 0.51714076] [ 0.56232049 0.49335317 0.62192386 0.38143406 0.53153901] [ 0.72361419 0.29512471 0.56799156 0.28046857 0.43384641] [ 0.75099657 0.53872233 0.37427111 0.34025628 0.35746386] [ 0.48879543 0.54077931 0.35923221 0.48565294 0.38734016] [ 0.75704583 0.44662476 0.65170885 0.29819179 0.46534084] [ 0.45497458 0.52961822 0.44371299 0.69584934 0.52169153] [ 0.79340489 0.36299108 0.63030629 0.23325257 0.41447603] [ 0.67685418 0.5024992 0.47317873 0.56985598 0.32829361] [ 0.81618506 0.37283069 0.45495832 0.21220843 0.42280873] [ 0.56003926 0.51171001 0.48941722 0.48109003 0.36748013] [ 0.72615313 0.30763683 0.56813249 0.41389291 0.48906343] [ 0.45615123 0.4345571 0.41151209 0.62263285 0.45454163] [ 0.52463771 0.50849562 0.4423474 0.60793467 0.39457962] [ 0.62731381 0.49309233 0.45417497 0.53758312 0.52639047] [ 0.30328423 0.63413417 0.55791758 0.70606185 0.62014252] [ 0.59776112 0.614451 0.33702676 0.52629488 0.35265497] [ 0.59980389 0.44455345 0.57374703 0.2927698 0.61819648] [ 0.80319544 0.47590338 0.49467506 0.23341958 0.39480447] [ 0.48623812 0.55613316 0.5111187 0.44546689 0.57110697] [ 0.54113599 0.61709828 0.59232138 0.64345663 0.50759394] [ 0.66351663 0.34439763 0.57795923 0.4057409 0.4582868 ] [ 0.51913689 0.52250741 0.5050756 0.68825103 0.47315615] [ 0.83982002 0.42706116 0.59490035 0.15960435 0.43876646] [ 0.46061118 0.51087803 0.4562417 0.73811644 0.31876254] [ 0.67074746 0.38681682 0.38830502 0.39172957 0.50930576] [ 0.64327812 0.42369761 0.40232516 0.74796316 0.33814691] [ 0.74694206 0.42232086 0.35736681 0.43409212 0.52130639] [ 0.66764081 0.49561508 0.52573687 0.36996956 0.50099772] [ 0.40484379 0.58019336 0.30655589 0.61752383 0.43939722] [ 0.7424337 0.6322904 0.33893857 0.72417769 0.46224294] [ 0.36758669 0.71651902 0.23799687 0.66698732 0.4858556 ] [ 0.27135816 0.69897191 0.34824669 0.82031551 0.55691508] [ 0.45233043 0.56250643 0.43574772 0.51543647 0.37703356] [ 0.867333 0.48441049 0.48108887 0.32394677 0.36192735] [ 0.48249517 0.48193102 0.55391934 0.54445473 0.45732747] [ 0.43046048 0.54630995 0.53389309 0.41083865 0.60340031] [ 0.20842147 0.57178038 0.48697212 0.82428025 0.58286194] [ 0.72901464 0.41702805 0.42758277 0.65804021 0.28286598] [ 0.227069 0.59070567 0.54656263 0.92724065 0.66091637] [ 0.87591973 0.29929879 0.60182076 0.14610024 0.32730428] [ 0.81430724 0.49897319 0.49837793 0.47605805 0.36806696] [ 0.46883392 0.41969497 0.55171491 0.38685496 0.47996667] [ 0.62925664 0.53469989 0.4967545 0.67602669 0.35822957] [ 0.74642342 0.42143618 0.51953838 0.63089511 0.40411541] [ 0.75798965 0.46937047 0.4172467 0.27820007 0.34244641] [ 0.25591689 0.6676993 0.38767114 0.62915624 0.54956416] [ 0.41742281 0.54789295 0.59828821 0.46697857 0.50320859] [ 0.51748293 0.51498131 0.59972333 0.66793162 0.41452283] [ 0.74755957 0.55375262 0.50832643 0.51069296 0.42744672] [ 0.73908307 0.52143023 0.31617034 0.435421 0.3571321 ] [ 0.80067416 0.3300257 0.59125394 0.26200919 0.37922827] [ 0.6882926 0.3715619 0.63088945 0.52244576 0.43681291] [ 0.62460478 0.58226564 0.50790753 0.68875238 0.46528538] [ 0.58452686 0.64458832 0.358144 0.45795265 0.35718748] [ 0.71527665 0.55099812 0.37701043 0.3397003 0.34681155] [ 0.20488159 0.53334322 0.48157826 0.83770132 0.60411515] [ 0.51909858 0.51739879 0.57098258 0.64923106 0.42116214] [ 0.82589657 0.38084958 0.64574245 0.17480688 0.40646815] [ 0.51365647 0.56466377 0.45364834 0.54533737 0.52144235] [ 0.68305603 0.57343161 0.37345396 0.42878507 0.53982868] [ 0.33104011 0.57332618 0.5169674 0.66690182 0.55997286] [ 0.79322994 0.36085884 0.41618306 0.2449856 0.45656825] [ 0.78275284 0.38998694 0.53946335 0.3656762 0.42801594] [ 0.63037551 0.48103558 0.46688354 0.43145298 0.56553607] [ 0.44102553 0.57054948 0.47202793 0.8514726 0.5523282 ] [ 0.26051999 0.61518797 0.38915772 0.70746007 0.51391613] [ 0.64827839 0.58494715 0.46607206 0.48296193 0.38312413] [ 0.71994234 0.53991713 0.57146443 0.25926081 0.43895493] [ 0.44124674 0.70012369 0.44653996 0.71641089 0.62319268] [ 0.60391536 0.47829425 0.50862166 0.58998462 0.48687045] [ 0.60639692 0.33003443 0.50582638 0.53498815 0.42460159] [ 0.34478634 0.62239946 0.44438567 0.66151361 0.48346296] [ 0.34064581 0.57301903 0.40815534 0.51555289 0.49662337] [ 0.47905685 0.63485821 0.40854152 0.49789265 0.48217277] [ 0.72161776 0.46479019 0.39611323 0.44044229 0.37188316] [ 0.24521801 0.55404652 0.47620161 0.73887021 0.47615762] [ 0.32835575 0.48847765 0.52444091 0.74071808 0.63180499] [ 0.21094761 0.64577488 0.37824121 0.58425506 0.5489982 ] [ 0.75015539 0.37900718 0.46083583 0.59792339 0.41669849] [ 0.26741063 0.792612 0.31777781 0.83701912 0.41103805] [ 0.67166758 0.50133652 0.51455505 0.38171072 0.50154398] [ 0.19510189 0.5995608 0.5060404 0.87692641 0.51746093] [ 0.64741436 0.41240199 0.60640677 0.31567251 0.4217638 ] [ 0.30786768 0.69189063 0.28740027 0.74778169 0.5009557 ] [ 0.51035765 0.52536702 0.53253591 0.50557064 0.54555733] [ 0.61553445 0.50868649 0.51923978 0.53939825 0.35853763] [ 0.45046862 0.62869452 0.6707701 0.43668682 0.53990684] [ 0.90164411 0.44964193 0.53081802 0.09878714 0.32406215] [ 0.77207425 0.40746648 0.51968761 0.48458376 0.4035309 ] [ 0.23468328 0.70241542 0.32020811 0.74209229 0.5892036 ] [ 0.5722843 0.58909467 0.45921343 0.45945887 0.4088604 ] [ 0.58827767 0.54000901 0.52928166 0.40711318 0.36950135] [ 0.55363967 0.58930716 0.35102006 0.33266526 0.4264022 ] [ 0.64186024 0.54580855 0.3733898 0.45259723 0.34963828] [ 0.53598711 0.44947105 0.46768435 0.33931226 0.4980815 ] [ 0.33873448 0.53725291 0.49570686 0.46725157 0.5441189 ] [ 0.71593287 0.52257843 0.48993893 0.26949255 0.40185534] [ 0.36839524 0.54024379 0.3967553 0.62976118 0.47636951] [ 0.19351574 0.67564315 0.33819842 0.82358274 0.54784302] [ 0.31782228 0.65756917 0.56703515 0.67626735 0.47280611] [ 0.59199042 0.62431119 0.55640542 0.63042013 0.38059156] [ 0.68489402 0.51323959 0.4898508 0.39588713 0.40091231] [ 0.24751101 0.71448504 0.46955454 0.70168542 0.45580294] [ 0.51352206 0.46024936 0.44774745 0.5106932 0.49667367] [ 0.66074536 0.55542853 0.43727213 0.50532846 0.37979027] [ 0.64745991 0.35181732 0.44707624 0.50179 0.3315409 ] [ 0.76943846 0.52563838 0.61353495 0.45864939 0.39706314] Progress: 53.8% ... Training loss: 0.447 ... Validation loss: 0.733[ 0.86892711 0.37429476 0.61648196 0.13678539 0.3413799 ] [ 0.37398751 0.58369099 0.45928527 0.69236708 0.38717821] [ 0.59560821 0.63301315 0.38659626 0.58928101 0.49073548] [ 0.43839161 0.5254224 0.52680232 0.78130901 0.44744276] [ 0.29484499 0.64798264 0.53339304 0.78655312 0.59789923] [ 0.28628628 0.69541536 0.34167042 0.79243349 0.58718775] [ 0.77566115 0.45834006 0.53571472 0.47237184 0.35093494] [ 0.6004569 0.6172124 0.41828131 0.65401271 0.36712887] [ 0.65697166 0.49190254 0.41543489 0.45340852 0.43951356] [ 0.48596914 0.53393348 0.47396777 0.69625778 0.42089626] [ 0.75328776 0.38805239 0.43885421 0.62663729 0.38045012] [ 0.69547703 0.46988882 0.5603505 0.22584774 0.44220842] [ 0.43638598 0.43822632 0.69861432 0.5592789 0.59906835] [ 0.49676556 0.59626264 0.43782722 0.64881937 0.48764019] [ 0.36294789 0.47470159 0.44151229 0.51641776 0.76309321] [ 0.57519913 0.48573846 0.50450734 0.38128636 0.59284884] [ 0.4882591 0.69058044 0.36283965 0.71733025 0.48181577] [ 0.71814907 0.49301998 0.49692412 0.38049523 0.52698366] [ 0.51429319 0.61051502 0.35984414 0.48105966 0.53208361] [ 0.49983192 0.43459828 0.63514195 0.32758807 0.41154157] [ 0.54869501 0.44353464 0.60292405 0.3745995 0.58633378] [ 0.65884382 0.3595226 0.54620843 0.37732186 0.42249185] [ 0.37819218 0.49405382 0.47124485 0.73658931 0.43057769] [ 0.53623167 0.48853228 0.35397381 0.64701325 0.52800826] [ 0.35975599 0.66839205 0.35236967 0.62973943 0.59778232] [ 0.87797369 0.33092099 0.47256619 0.19186293 0.39371974] [ 0.75773303 0.35190843 0.60921763 0.49950153 0.41848715] [ 0.54844358 0.38935733 0.47952314 0.33195721 0.45339043] [ 0.8376545 0.31057714 0.53862128 0.24165947 0.47202933] [ 0.45758724 0.70414566 0.40649751 0.65458569 0.53505946] [ 0.45322149 0.54026619 0.3660953 0.58519585 0.52276704] [ 0.52487522 0.60279265 0.41876436 0.66381221 0.46599294] [ 0.63582467 0.63408625 0.36516031 0.56747997 0.42744748] [ 0.63070197 0.3785284 0.54141021 0.31659081 0.47302901] [ 0.5769382 0.46073256 0.61949868 0.3810878 0.51901103] [ 0.49208032 0.51734202 0.29509358 0.66218983 0.51069486] [ 0.73749199 0.55386439 0.42482985 0.60730574 0.42179053] [ 0.27771513 0.59479445 0.50455543 0.86152072 0.65119683] [ 0.73719377 0.40503951 0.51750236 0.32091052 0.39736999] [ 0.69645277 0.54270065 0.44748512 0.4357216 0.33489001] [ 0.47135813 0.56317292 0.45317155 0.44134505 0.53956416] [ 0.58866935 0.56179989 0.45403591 0.46357274 0.37798899] [ 0.78231085 0.36409981 0.5632951 0.30594374 0.50489317] [ 0.29694126 0.60120821 0.3524181 0.73302631 0.59785775] [ 0.76303218 0.46491794 0.4072205 0.28382489 0.41079961] [ 0.5664304 0.46988431 0.71002197 0.57385687 0.54219981] [ 0.28877573 0.69995803 0.36936847 0.80573337 0.43703141] [ 0.69964703 0.65855999 0.28082326 0.45000051 0.39639697] [ 0.50214738 0.54071674 0.55159973 0.56169653 0.5060162 ] [ 0.67827033 0.44872043 0.41212364 0.39886741 0.62334052] [ 0.83506091 0.36388678 0.620356 0.18282917 0.42199112] [ 0.27653142 0.74700908 0.39154269 0.81097144 0.44339792] [ 0.29839498 0.50621279 0.55809803 0.83246004 0.62829655] [ 0.68152286 0.42337311 0.50155142 0.39958983 0.49431776] [ 0.61251334 0.54354609 0.52624759 0.50317727 0.43357402] [ 0.39299694 0.53510506 0.56443489 0.74765993 0.40942773] [ 0.82204161 0.35074461 0.354163 0.22101527 0.38296989] [ 0.69928176 0.57321357 0.61820868 0.43184936 0.42640696] [ 0.48540254 0.53805566 0.43196784 0.61583472 0.46810421] [ 0.72791409 0.46434819 0.50056882 0.36087441 0.36699263] [ 0.71299158 0.40875045 0.60715408 0.43204221 0.40023411] [ 0.86926128 0.45984385 0.42172025 0.37383401 0.36254291] [ 0.78637245 0.38022265 0.62091027 0.55878285 0.38706727] [ 0.63052408 0.5045985 0.44603116 0.60185244 0.50056661] [ 0.54941301 0.66350909 0.41321062 0.56159813 0.40777435] [ 0.43836746 0.44564358 0.60847804 0.72167806 0.37593625] [ 0.69311276 0.42263169 0.51018381 0.50154438 0.35513243] [ 0.22717639 0.56604398 0.42398621 0.73834362 0.56665653] [ 0.48885065 0.70969817 0.53351202 0.76736821 0.57916761] [ 0.23249141 0.61610761 0.5627522 0.86717919 0.56402163] [ 0.20575761 0.72774387 0.30472907 0.74841667 0.45800985] [ 0.60597608 0.33471917 0.55920951 0.41164215 0.40670087] [ 0.66394542 0.45881402 0.482951 0.60040676 0.31473482] [ 0.43007611 0.57317021 0.38184273 0.44469821 0.51049611] [ 0.87191401 0.4539449 0.51791884 0.1740486 0.40172991] [ 0.41815061 0.58882703 0.34938834 0.57942697 0.47482448] [ 0.48118794 0.61454728 0.29816705 0.65073163 0.40221944] [ 0.57936068 0.43247735 0.5328371 0.47179447 0.58869423] [ 0.72380087 0.44314279 0.59286947 0.52325174 0.42580315] [ 0.17783179 0.62010734 0.4129605 0.77348726 0.62457452] [ 0.69384217 0.53512841 0.51249396 0.31810819 0.35927391] [ 0.59217058 0.63383034 0.43453571 0.59318259 0.38784009] [ 0.54364486 0.5173897 0.51782393 0.43305168 0.55749514] [ 0.67418325 0.3809486 0.52185946 0.28837579 0.51318446] [ 0.51649673 0.59206638 0.4419793 0.667715 0.57148138] [ 0.61630902 0.38789881 0.53755201 0.3254535 0.41522752] [ 0.22034229 0.69107645 0.39177505 0.84980915 0.56697136] [ 0.35171467 0.50514748 0.53424271 0.8425356 0.60738361] [ 0.61720659 0.52576964 0.55022681 0.3470544 0.34411 ] [ 0.38427201 0.69002638 0.47129991 0.83762267 0.57668251] [ 0.83891641 0.42471915 0.50370681 0.24791148 0.40492415] [ 0.75773999 0.49846127 0.53848528 0.30988545 0.49814073] [ 0.16129524 0.80977001 0.3480047 0.81727106 0.54680999] [ 0.79864929 0.36205465 0.51733735 0.29007892 0.39743179] [ 0.45203875 0.57155454 0.45340841 0.76954397 0.48931889] [ 0.52339945 0.42656526 0.4688206 0.6706839 0.54323027] [ 0.54640718 0.52813389 0.43567267 0.4337023 0.41147445] [ 0.5524621 0.4687625 0.44588696 0.7520005 0.44246039] [ 0.27488285 0.44732312 0.49325282 0.89517438 0.66230219] [ 0.49602604 0.64881129 0.40519575 0.77986737 0.49698897] [ 0.83483493 0.36908935 0.52450622 0.18033776 0.4243295 ] [ 0.36735452 0.49846433 0.39075403 0.56297285 0.59833857] [ 0.54999047 0.55909253 0.39765307 0.42086865 0.51060901] [ 0.64095675 0.67847002 0.43049165 0.57593962 0.4621783 ] [ 0.58398818 0.44439312 0.64528958 0.64373276 0.35715416] [ 0.45080373 0.54832998 0.47248685 0.74287999 0.44732187] [ 0.70760269 0.5157256 0.44303605 0.26148459 0.39532357] [ 0.48816658 0.55435548 0.44151374 0.62298224 0.47517187] [ 0.66358291 0.47498032 0.51143519 0.54019018 0.37950749] [ 0.25837936 0.52083403 0.4697473 0.7366224 0.7817566 ] [ 0.87803657 0.29529681 0.46538663 0.18486875 0.40115738] [ 0.40708841 0.56423992 0.59227716 0.66830436 0.4638758 ] [ 0.38120194 0.65709317 0.35669313 0.52667888 0.32888987] [ 0.55517839 0.54410559 0.3165978 0.49690036 0.30877109] [ 0.48031393 0.60895003 0.51402294 0.72172653 0.45104718] [ 0.61356798 0.49036922 0.49012089 0.66345421 0.39065741] [ 0.20916023 0.52262028 0.55170859 0.7634344 0.52387514] [ 0.823802 0.31985431 0.54314253 0.22066506 0.38496525] [ 0.61635419 0.50436269 0.51087568 0.49742842 0.4660986 ] [ 0.75159228 0.33455054 0.57597339 0.38798075 0.43137212] [ 0.6701561 0.45014992 0.42742329 0.33994012 0.50808733] [ 0.55774979 0.54064795 0.34262083 0.50387037 0.4302996 ] [ 0.736758 0.41326357 0.61553167 0.58282653 0.31063256] [ 0.47891729 0.61677974 0.32461107 0.6517783 0.30831885] [ 0.5397631 0.44598513 0.56663426 0.62561921 0.54514397] [ 0.48720245 0.67159926 0.48800567 0.68514621 0.6090136 ] [ 0.59182128 0.42021815 0.49456465 0.54590207 0.37195668] [ 0.37956815 0.52636489 0.53827576 0.55330129 0.49822633] Progress: 53.9% ... Training loss: 0.447 ... Validation loss: 0.732[ 0.62704255 0.53008565 0.53282405 0.68028426 0.44983745] [ 0.57218191 0.40034038 0.55970282 0.27731261 0.49275717] [ 0.3542681 0.56262066 0.43319083 0.72908684 0.45594835] [ 0.43587277 0.67000803 0.47638921 0.48408553 0.51937174] [ 0.72420641 0.44387768 0.56591947 0.57636368 0.4320236 ] [ 0.42119751 0.61529241 0.46104626 0.5030776 0.56641546] [ 0.77571229 0.4225062 0.64675299 0.51359814 0.4050827 ] [ 0.41655541 0.56929963 0.37505308 0.60718562 0.36794493] [ 0.6134351 0.4217402 0.35796496 0.37997251 0.29502914] [ 0.42688113 0.5916309 0.34458264 0.58630899 0.3607986 ] [ 0.64654461 0.50251607 0.52945472 0.26542846 0.34402606] [ 0.62897441 0.43401655 0.61176079 0.74601567 0.42904098] [ 0.74139886 0.39389778 0.60960096 0.38621372 0.39529023] [ 0.11956157 0.65421148 0.54613293 0.81403134 0.67326311] [ 0.73229452 0.5258792 0.43089084 0.3288393 0.34301309] [ 0.64997876 0.41507627 0.51176972 0.30579788 0.55827443] [ 0.75396691 0.44488174 0.68047141 0.34297364 0.36176715] [ 0.30123648 0.51731513 0.4612883 0.71218025 0.46095991] [ 0.2822148 0.5957194 0.38693756 0.76345894 0.54804549] [ 0.6980884 0.59052075 0.31227854 0.56414403 0.44988061] [ 0.62113433 0.52278394 0.61362135 0.41297371 0.42268832] [ 0.29753387 0.53180559 0.42636426 0.81420063 0.62490674] [ 0.82826272 0.41505372 0.49069955 0.2772332 0.41836351] [ 0.64525327 0.41147489 0.5385381 0.68275476 0.30399324] [ 0.67403372 0.43190357 0.6302068 0.43961922 0.46294534] [ 0.85249106 0.4356467 0.4887093 0.20043499 0.41606978] [ 0.67006242 0.32941083 0.63654942 0.28295759 0.3513221 ] [ 0.54184276 0.39960927 0.58422906 0.37087534 0.54299485] [ 0.23541235 0.61919506 0.50761787 0.80663277 0.55507762] [ 0.79942967 0.56258873 0.48498426 0.51700148 0.37458794] [ 0.39151592 0.50919877 0.48475955 0.86734779 0.60463657] [ 0.52824256 0.53829249 0.48782555 0.79238761 0.53676895] [ 0.48500464 0.60828876 0.39810277 0.57319102 0.42847785] [ 0.67695904 0.54216346 0.57371833 0.38936809 0.57094423] [ 0.31530307 0.60969326 0.32335624 0.53281986 0.40461659] [ 0.54337209 0.34464744 0.55790394 0.5597006 0.4021117 ] [ 0.61275416 0.53329111 0.40028552 0.36818328 0.38105674] [ 0.54436422 0.51705472 0.51794708 0.43261021 0.55740345] [ 0.42229972 0.47540113 0.43754916 0.62689766 0.43074601] [ 0.53043955 0.58415803 0.5243045 0.52738739 0.38631477] [ 0.24220965 0.69964727 0.39172486 0.70488877 0.58556205] [ 0.70999903 0.54347486 0.43700933 0.3787111 0.39845261] [ 0.8372473 0.44975291 0.55083267 0.24798536 0.43201088] [ 0.65139152 0.40708263 0.37198403 0.24237304 0.30976187] [ 0.60333639 0.50411903 0.42050402 0.39055793 0.38667375] [ 0.55957122 0.42882215 0.42052775 0.30950517 0.39645715] [ 0.7976753 0.41875064 0.49537111 0.36906702 0.37612224] [ 0.62577821 0.5994709 0.37481434 0.5555435 0.50334616] [ 0.55324749 0.50181296 0.51171218 0.4697823 0.55020769] [ 0.37298562 0.49133336 0.38266535 0.78052311 0.40181023] [ 0.33888896 0.62906895 0.32726817 0.71369206 0.42281783] [ 0.31743433 0.67521878 0.41465491 0.85297373 0.41635561] [ 0.53448534 0.48449588 0.5069722 0.55812786 0.41458163] [ 0.44384755 0.43221038 0.55796006 0.73950113 0.44509053] [ 0.43521378 0.46108239 0.47582674 0.31716249 0.34656099] [ 0.84797934 0.45028551 0.52262708 0.25111288 0.42558879] [ 0.72537629 0.58982893 0.50547439 0.60775594 0.40784656] [ 0.78776436 0.42864754 0.59155154 0.28185302 0.45336317] [ 0.6446749 0.50780561 0.39013149 0.69414134 0.32666535] [ 0.29998395 0.65327181 0.50650286 0.83351862 0.55115652] [ 0.31412504 0.50126207 0.39438196 0.49004662 0.69683003] [ 0.61547602 0.44132721 0.61110165 0.43362533 0.34124258] [ 0.61753903 0.50956626 0.41917572 0.34462746 0.31719434] [ 0.52673272 0.51689508 0.43916076 0.55711361 0.41337233] [ 0.44247021 0.67315019 0.35476933 0.47666542 0.4344435 ] [ 0.79942967 0.56258873 0.48498426 0.51700148 0.37458794] [ 0.65979961 0.44976063 0.60425662 0.4425977 0.41137348] [ 0.38747618 0.57418669 0.39279873 0.61711356 0.46495313] [ 0.48361495 0.43624808 0.58660479 0.70664253 0.36933207] [ 0.74771127 0.45001737 0.49759541 0.3655406 0.34557917] [ 0.54441421 0.59479006 0.4039827 0.42026002 0.58776887] [ 0.45101898 0.48269186 0.50352584 0.76980252 0.44747046] [ 0.56072532 0.66214452 0.40917498 0.57592221 0.42208437] [ 0.63548316 0.41732419 0.55135961 0.44428187 0.44610266] [ 0.81347009 0.41205932 0.48292145 0.2310907 0.34330784] [ 0.28220802 0.49042393 0.56166198 0.85467592 0.62301437] [ 0.37539493 0.54620323 0.3235455 0.69817596 0.62825107] [ 0.29659123 0.62499186 0.36318848 0.59372382 0.49433442] [ 0.48973654 0.53169312 0.54189151 0.56682747 0.40249767] [ 0.42329285 0.69411205 0.33947103 0.59758697 0.48172895] [ 0.57155841 0.51964662 0.46757589 0.62171953 0.35484247] [ 0.79414908 0.4227491 0.52910834 0.20216703 0.37761169] [ 0.56445663 0.4326194 0.5329928 0.4529592 0.5178907 ] [ 0.74254633 0.56371177 0.53462654 0.42878779 0.40687019] [ 0.43584178 0.59843562 0.34923592 0.57559529 0.43340654] [ 0.39137405 0.55449073 0.46101245 0.83852356 0.56717373] [ 0.70884164 0.28148512 0.37366655 0.22092982 0.40136877] [ 0.65409762 0.52637781 0.42604843 0.45352531 0.53414773] [ 0.86098219 0.32240684 0.64070356 0.13086663 0.31321124] [ 0.72736166 0.45551189 0.67459979 0.32837667 0.45839695] [ 0.7650119 0.36739927 0.59946685 0.19533815 0.46752078] [ 0.72860984 0.41522732 0.5693708 0.64689284 0.34446865] [ 0.22500357 0.58742842 0.51732069 0.76506481 0.39382837] [ 0.59022824 0.54851699 0.44880964 0.4899285 0.48389578] [ 0.3361943 0.4608357 0.5234251 0.6616053 0.50996979] [ 0.78277686 0.33805223 0.54872225 0.23210314 0.40244261] [ 0.74191129 0.43898526 0.49598644 0.42996073 0.4217707 ] [ 0.32113118 0.57870417 0.48442351 0.51805272 0.54434753] [ 0.667147 0.49765958 0.38526274 0.53602895 0.35533495] [ 0.35365992 0.44249884 0.34593856 0.76438531 0.46152936] [ 0.79565668 0.38883427 0.57227481 0.24490573 0.45328276] [ 0.57296664 0.44675833 0.53075879 0.42864776 0.60631626] [ 0.21765011 0.57421003 0.49351667 0.66477774 0.61163598] [ 0.32731274 0.68388295 0.52335854 0.63866062 0.42323318] [ 0.38615319 0.57569991 0.46553558 0.68098105 0.37769174] [ 0.2521526 0.71951132 0.41600123 0.76183609 0.4121769 ] [ 0.38257707 0.53103932 0.46803768 0.75516876 0.50245038] [ 0.28679149 0.47100587 0.56950314 0.66007258 0.54113116] [ 0.77820682 0.45092173 0.41480218 0.22830342 0.2539876 ] [ 0.70605139 0.35323237 0.62331514 0.34423584 0.44330596] [ 0.70356997 0.41436007 0.55748515 0.48527217 0.48853004] [ 0.78570883 0.41164416 0.61435974 0.3000345 0.4377115 ] [ 0.70153147 0.46019014 0.4736224 0.32146576 0.37478013] [ 0.63889674 0.44590276 0.47833163 0.71200678 0.39306969] [ 0.70251827 0.40521189 0.57303919 0.59524844 0.47497326] [ 0.62226375 0.57191747 0.45093249 0.42651079 0.36984128] [ 0.72978231 0.37709366 0.54823725 0.30775896 0.39157859] [ 0.59026214 0.49083946 0.51633911 0.60670361 0.51224585] [ 0.57448143 0.4199627 0.56492471 0.2828784 0.59393905] [ 0.63472838 0.45630659 0.56360703 0.51292924 0.41326404] [ 0.46192531 0.64405067 0.50468343 0.60596401 0.63280947] [ 0.71707329 0.4508653 0.58683623 0.43741299 0.45909841] [ 0.71843368 0.42510328 0.46711014 0.31115967 0.50762354] [ 0.72135947 0.44031577 0.4254508 0.22902534 0.42929 ] [ 0.67450074 0.4796787 0.45188648 0.37248669 0.37463143] [ 0.81823478 0.46512031 0.46228392 0.41776852 0.30348041] [ 0.58561664 0.50335861 0.46118299 0.34324445 0.34782657] [ 0.17090652 0.69170684 0.31123561 0.7969338 0.6167675 ] Progress: 53.9% ... Training loss: 0.447 ... Validation loss: 0.733[ 0.53961191 0.44994585 0.4524679 0.39757174 0.47233308] [ 0.758051 0.26964973 0.48479065 0.23867227 0.4187151 ] [ 0.2699588 0.6010306 0.37079058 0.74824279 0.58071895] [ 0.75954296 0.45957482 0.50577778 0.25144005 0.28146029] [ 0.45440828 0.54331399 0.43868413 0.65736945 0.59938393] [ 0.43172944 0.57985391 0.2940431 0.61883162 0.54944857] [ 0.75849259 0.38806256 0.53412629 0.23842962 0.4039951 ] [ 0.24785557 0.54015114 0.40353818 0.80970248 0.50701761] [ 0.54408336 0.5053042 0.52596884 0.69233575 0.4022387 ] [ 0.52029653 0.61678992 0.38202304 0.61308835 0.50353046] [ 0.50329139 0.52146444 0.57071723 0.464275 0.4240708 ] [ 0.59341334 0.55526346 0.46347159 0.50838527 0.34563162] [ 0.62386669 0.51084315 0.44528424 0.55024268 0.4636185 ] [ 0.66366163 0.52159863 0.43882366 0.39354216 0.34108877] [ 0.6967764 0.36891959 0.63821981 0.23458007 0.42006902] [ 0.66088911 0.57308147 0.46471883 0.60111596 0.34691957] [ 0.67755844 0.43590776 0.58029072 0.24983164 0.48189565] [ 0.56530444 0.55122447 0.41223016 0.64142021 0.55884952] [ 0.62705245 0.53788148 0.46884149 0.41157906 0.58203563] [ 0.82722585 0.37388679 0.58374777 0.16087432 0.4562757 ] [ 0.24353746 0.6179378 0.45945527 0.69139135 0.45938808] [ 0.64865032 0.54894515 0.45225309 0.34542183 0.42538493] [ 0.62705245 0.53788148 0.46884149 0.41157906 0.58203563] [ 0.41876963 0.54729141 0.59849801 0.4661657 0.5030411 ] [ 0.72247649 0.44282567 0.3322558 0.23639456 0.30777183] [ 0.78747148 0.42318333 0.34614493 0.29194598 0.30241339] [ 0.22507724 0.64431235 0.36254045 0.83721007 0.57535641] [ 0.48828912 0.55131104 0.42051024 0.80767569 0.45509985] [ 0.73246738 0.43793791 0.6004399 0.27130449 0.49441754] [ 0.22808958 0.62221226 0.33976466 0.85255584 0.58063934] [ 0.50078123 0.52876528 0.46102992 0.36338387 0.53659191] [ 0.5258443 0.59877298 0.59347416 0.54654558 0.47361385] [ 0.28437782 0.66283312 0.4230394 0.80809395 0.56416687] [ 0.38854549 0.57430096 0.34116799 0.77482759 0.34081165] [ 0.70195486 0.31856072 0.37984423 0.3323219 0.41901771] [ 0.30357591 0.61062698 0.38142329 0.83399373 0.44258826] [ 0.5018809 0.45489628 0.53474708 0.64224124 0.41410798] [ 0.21092964 0.60809128 0.36668277 0.82164686 0.55933394] [ 0.79200568 0.31535531 0.45340828 0.31930773 0.36958959] [ 0.74160372 0.47911204 0.55543721 0.40243222 0.4353589 ] [ 0.20787184 0.72661978 0.42812225 0.81190596 0.48680543] [ 0.70976789 0.58480087 0.35870686 0.70132517 0.47215579] [ 0.83608771 0.428259 0.46385798 0.38060254 0.37051938] [ 0.58045868 0.5658117 0.51938908 0.47724495 0.47677286] [ 0.45882744 0.53289578 0.49195497 0.52139002 0.44040349] [ 0.66639458 0.49467476 0.49456293 0.54941582 0.50648046] [ 0.61684 0.50808621 0.43616956 0.4485378 0.48263894] [ 0.81022787 0.43104954 0.53987923 0.33931592 0.47592624] [ 0.57507053 0.58885217 0.46363415 0.59789545 0.38932203] [ 0.72972916 0.39596225 0.49030045 0.70032567 0.43971249] [ 0.20997791 0.67870938 0.28313729 0.69453551 0.5281366 ] [ 0.82143088 0.36115031 0.6405844 0.31329726 0.36493081] [ 0.67963608 0.5781428 0.41656098 0.38901812 0.38226968] [ 0.31213394 0.60770284 0.38933956 0.81247583 0.66587662] [ 0.41130994 0.50776337 0.4535183 0.41339755 0.48199551] [ 0.71763742 0.64247506 0.50797927 0.45492405 0.41661477] [ 0.71517195 0.55108847 0.37696778 0.3395417 0.34684563] [ 0.57935421 0.50785945 0.52880075 0.45597605 0.38980873] [ 0.46555266 0.59496898 0.40740345 0.61905553 0.51494839] [ 0.69504613 0.47014882 0.39480237 0.32134602 0.37706643] [ 0.43794061 0.54874386 0.50716828 0.67950241 0.63224758] [ 0.72929268 0.40242329 0.53182426 0.25147648 0.24099141] [ 0.63402939 0.36706459 0.42041941 0.46797908 0.41949547] [ 0.47793039 0.49071378 0.4457715 0.82176514 0.60101259] [ 0.2383937 0.65000625 0.35357561 0.767536 0.47271091] [ 0.45935 0.45313059 0.4210444 0.74781865 0.55344263] [ 0.81886437 0.34923359 0.55784974 0.23576999 0.42283577] [ 0.41673944 0.49557204 0.41044705 0.67573953 0.427551 ] [ 0.73654514 0.40544875 0.51735148 0.32130056 0.39747853] [ 0.39813266 0.61957399 0.50137742 0.73459827 0.62050624] [ 0.43474126 0.62277028 0.35472091 0.56156907 0.45009905] [ 0.613721 0.51777753 0.50938625 0.47054116 0.60394764] [ 0.70299637 0.55945409 0.56347164 0.59212909 0.42809359] [ 0.51002854 0.4470735 0.50268377 0.70595502 0.49752976] [ 0.86367359 0.34793823 0.63072324 0.18382889 0.37492579] [ 0.52840627 0.61758707 0.5188326 0.62613224 0.42749599] [ 0.43220671 0.53918499 0.4589243 0.66619706 0.32052762] [ 0.50025808 0.5416436 0.55123612 0.56253147 0.50633542] [ 0.6387936 0.49131343 0.52698977 0.66234004 0.333373 ] [ 0.60420109 0.46641052 0.57956306 0.56565095 0.47952408] [ 0.24266645 0.57807384 0.5011615 0.81135275 0.54643807] [ 0.37985962 0.51708478 0.29817367 0.75820681 0.44842609] [ 0.26952788 0.52453399 0.48823506 0.66253295 0.66011721] [ 0.6576559 0.393625 0.56682527 0.39458614 0.47862791] [ 0.24713169 0.57548957 0.3907197 0.74121016 0.58318591] [ 0.19655211 0.64660157 0.39618607 0.84065633 0.46203588] [ 0.26607262 0.59623397 0.51549344 0.62348482 0.53271452] [ 0.69247358 0.52699204 0.49596909 0.59183594 0.51499581] [ 0.32550182 0.63310855 0.5134173 0.58815392 0.44326772] [ 0.39674515 0.46710329 0.48510989 0.50948202 0.54315669] [ 0.54622322 0.37236444 0.54081377 0.61262407 0.38763813] [ 0.73209373 0.40214168 0.44900688 0.28056834 0.313686 ] [ 0.51619878 0.4839278 0.53200623 0.48087401 0.4798726 ] [ 0.51360186 0.45307857 0.57814706 0.66830263 0.41057176] [ 0.62853281 0.64342409 0.45127579 0.32940517 0.42752537] [ 0.50839823 0.63348106 0.38401182 0.67009701 0.46627586] [ 0.38690184 0.50933702 0.43559672 0.52656233 0.56676628] [ 0.23141098 0.61099342 0.52580264 0.82724958 0.48114499] [ 0.55243533 0.58599708 0.49639407 0.62788242 0.4876209 ] [ 0.33177474 0.59110417 0.44656628 0.77970701 0.45388931] [ 0.31661158 0.65828876 0.56669039 0.67665831 0.4731358 ] [ 0.74107033 0.47338676 0.46769853 0.31828518 0.37782054] [ 0.8487873 0.268956 0.62135288 0.31802156 0.37023719] [ 0.47901897 0.55226997 0.5353842 0.66688036 0.6072466 ] [ 0.71001313 0.37073243 0.49818868 0.34014495 0.42279714] [ 0.72216921 0.29241675 0.50393013 0.24519387 0.38141357] [ 0.21153858 0.64549091 0.37832496 0.58360347 0.54895623] [ 0.69443822 0.47991562 0.49955304 0.52047511 0.46488852] [ 0.66894514 0.5290673 0.46970549 0.36952563 0.40685999] [ 0.48125566 0.50177225 0.53419261 0.55416554 0.59723083] [ 0.53040916 0.43986785 0.45659232 0.42068542 0.38824664] [ 0.65702477 0.60069476 0.28676991 0.36836594 0.43888132] [ 0.30132995 0.53695592 0.29404893 0.80594162 0.52768689] [ 0.39879496 0.47475715 0.51879659 0.74826394 0.53355407] [ 0.63553258 0.50392396 0.43569841 0.4894775 0.56720435] [ 0.61778116 0.66468561 0.46937467 0.50875749 0.39988792] [ 0.77834725 0.54408041 0.62578511 0.42290109 0.37377096] [ 0.58928323 0.60842133 0.4767166 0.54621057 0.43065151] [ 0.71276374 0.42911316 0.52740435 0.33335495 0.52230948] [ 0.43151166 0.52013764 0.60228908 0.72683329 0.43630284] [ 0.60517344 0.48728048 0.54327632 0.44237041 0.46142805] [ 0.73956314 0.33708063 0.59380173 0.62393791 0.40672376] [ 0.4816785 0.4460118 0.55359282 0.38221009 0.55444377] [ 0.39089605 0.48731454 0.52788044 0.8655758 0.56576783] [ 0.50129884 0.52196824 0.49278812 0.59771749 0.40837821] [ 0.61094037 0.58067609 0.53881238 0.38174489 0.46442715] [ 0.34784601 0.51382162 0.50987655 0.84879561 0.61991633] [ 0.38883324 0.55732546 0.54092723 0.4402457 0.56158583] Progress: 54.0% ... Training loss: 0.447 ... Validation loss: 0.733[ 0.39703842 0.68961702 0.23850468 0.72310171 0.44881509] [ 0.79983607 0.41913696 0.46353573 0.19129209 0.28794856] [ 0.54437716 0.58347777 0.38836365 0.62278387 0.38306373] [ 0.48210812 0.56945093 0.41780482 0.51987479 0.48804268] [ 0.52898473 0.60599822 0.55806653 0.56245692 0.42972639] [ 0.59979982 0.57351474 0.47595602 0.48487047 0.45868683] [ 0.69148441 0.5437319 0.66497987 0.48698585 0.44968332] [ 0.3480735 0.48860479 0.48351859 0.64273312 0.56943373] [ 0.68946655 0.4736847 0.52512757 0.42291733 0.43968707] [ 0.62188121 0.39970241 0.55778806 0.27422332 0.37386352] [ 0.55375837 0.40258635 0.44759631 0.2924598 0.40078592] [ 0.64669615 0.54999468 0.4897705 0.28766178 0.54931257] [ 0.51757576 0.5750044 0.62628349 0.61140967 0.58870362] [ 0.58712898 0.53644295 0.38552672 0.3885772 0.39069624] [ 0.45569326 0.68386753 0.29141865 0.64041331 0.37425683] [ 0.25206046 0.60087663 0.41599624 0.7055591 0.58534573] [ 0.76071507 0.33962825 0.53967811 0.21691132 0.37076169] [ 0.48652109 0.5903615 0.46146622 0.70936211 0.36914512] [ 0.73642492 0.38315735 0.52671928 0.52118865 0.38425387] [ 0.62967685 0.60220949 0.36798936 0.51635674 0.3237411 ] [ 0.73279581 0.40175349 0.44916385 0.28015904 0.31357475] [ 0.62984262 0.6191542 0.44447892 0.56951055 0.39699947] [ 0.30988734 0.50228067 0.53746342 0.61240633 0.58269771] [ 0.22270232 0.57840863 0.36146456 0.87048097 0.51138364] [ 0.65660693 0.46470067 0.44493493 0.53539588 0.47157691] [ 0.4727753 0.58685604 0.50520449 0.28304924 0.38113416] [ 0.23588848 0.57610612 0.39342171 0.73232451 0.42076316] [ 0.35697981 0.48052174 0.44489603 0.51907137 0.58378408] [ 0.35502832 0.65123274 0.4345285 0.60399644 0.40327603] [ 0.59347565 0.38007563 0.46929505 0.36880299 0.40315969] [ 0.58585039 0.64402759 0.35835647 0.45691879 0.35702161] [ 0.79431237 0.35286673 0.62603651 0.29025585 0.38041485] [ 0.60425872 0.43198604 0.50096811 0.25584678 0.41881096] [ 0.41051386 0.57413771 0.46756511 0.67365391 0.60200761] [ 0.51627026 0.61998293 0.31953752 0.49982198 0.50372876] [ 0.50952864 0.50549624 0.5388873 0.50679921 0.48938148] [ 0.58677354 0.42385573 0.43762474 0.66390475 0.41843951] [ 0.62582863 0.32763037 0.45427332 0.48784333 0.38801502] [ 0.29616266 0.52177238 0.36887045 0.88724709 0.5403901 ] [ 0.71773414 0.50459502 0.53541821 0.24411623 0.33062577] [ 0.45379935 0.61745943 0.42278964 0.78300719 0.56192657] [ 0.50322839 0.51938654 0.50225712 0.43922138 0.55267467] [ 0.46381689 0.49676226 0.52856645 0.64111646 0.60583197] [ 0.53478062 0.51977417 0.59561197 0.41806064 0.36953904] [ 0.26982962 0.6363051 0.30117131 0.70842039 0.53292982] [ 0.61444628 0.53168827 0.51880804 0.45981507 0.6108423 ] [ 0.58094981 0.41539212 0.60858669 0.36898955 0.43530774] [ 0.38796404 0.63309864 0.46887677 0.81150711 0.32812602] [ 0.61686019 0.59543489 0.55841317 0.48772757 0.52626977] [ 0.55792327 0.52990136 0.44740339 0.7248168 0.41702196] [ 0.47344308 0.64085194 0.40779691 0.54631243 0.50760103] [ 0.77637034 0.44638997 0.58263125 0.38166759 0.34023803] [ 0.51023368 0.3959806 0.484828 0.34958859 0.44847524] [ 0.66991971 0.50741296 0.60195668 0.42896684 0.39227044] [ 0.65476207 0.49890012 0.48773184 0.41166156 0.34999212] [ 0.58764605 0.42368573 0.57586291 0.29590092 0.61482018] [ 0.31051333 0.65018327 0.41403311 0.57938416 0.42812486] [ 0.23726253 0.62264396 0.45627264 0.87315883 0.53680199] [ 0.81799997 0.39383757 0.57396256 0.3234152 0.3437874 ] [ 0.49351477 0.47906713 0.43608181 0.56347694 0.58103196] [ 0.74276566 0.46521033 0.59439815 0.39669373 0.51916784] [ 0.38138063 0.72647603 0.3311717 0.81081673 0.45957925] [ 0.59394746 0.509393 0.52656474 0.30219795 0.54689475] [ 0.54641047 0.51258923 0.28990466 0.48218377 0.49791664] [ 0.53651236 0.59428431 0.42307293 0.64731743 0.44316692] [ 0.14753355 0.55608212 0.50503757 0.84252545 0.60923385] [ 0.43389847 0.67824563 0.3712045 0.5068354 0.37311712] [ 0.47843477 0.67123696 0.47739954 0.74493786 0.53577346] [ 0.41835944 0.62373031 0.44732144 0.57842108 0.44717912] [ 0.59072463 0.60419805 0.49647056 0.53352859 0.46548673] [ 0.35300024 0.51338376 0.48395076 0.68307968 0.56394707] [ 0.60933452 0.45677247 0.57270008 0.33838498 0.51463805] [ 0.35668789 0.69228263 0.39319096 0.6565678 0.43207446] [ 0.39974994 0.63411936 0.46349039 0.68832211 0.60298561] [ 0.49180994 0.49303898 0.46970094 0.83931725 0.54776116] [ 0.65339526 0.53566577 0.3854538 0.51297176 0.33317055] [ 0.46659635 0.49376862 0.59407498 0.77377612 0.38384456] [ 0.34841913 0.70593707 0.36397331 0.71289204 0.3898163 ] [ 0.52885569 0.50011288 0.46212301 0.66214039 0.4914411 ] [ 0.62548328 0.4405297 0.43608778 0.1353174 0.32874809] [ 0.64597789 0.46011011 0.5317129 0.48137473 0.51279308] [ 0.58793583 0.6113005 0.44398551 0.54503294 0.41237909] [ 0.35133785 0.53543272 0.41782225 0.72469612 0.47228112] [ 0.85494755 0.41434213 0.54183723 0.24737756 0.412418 ] [ 0.78124728 0.49151414 0.55008144 0.33469304 0.32918639] [ 0.41907919 0.51131969 0.47572441 0.43126349 0.56092276] [ 0.4039005 0.60255488 0.49838851 0.69212676 0.53285577] [ 0.78046772 0.35363589 0.58189118 0.22395574 0.42322147] [ 0.25988383 0.57102137 0.54525743 0.82284329 0.53501983] [ 0.76746742 0.42165174 0.59558526 0.19115815 0.32282872] [ 0.70817242 0.34534416 0.52356439 0.30538099 0.49845173] [ 0.72466917 0.40358703 0.62661751 0.34400668 0.37475913] [ 0.69171385 0.59351798 0.49573071 0.59169127 0.46107583] [ 0.63830107 0.44093496 0.58705197 0.28960642 0.50491455] [ 0.42884438 0.48488898 0.44595061 0.53225299 0.49561501] [ 0.50786351 0.31873591 0.41946694 0.37396503 0.49778939] [ 0.52578923 0.51443197 0.50143426 0.41126462 0.66708595] [ 0.12993615 0.70499235 0.3332322 0.83549126 0.58838844] [ 0.20432672 0.59710118 0.49213034 0.79756247 0.48503926] [ 0.47194875 0.41211077 0.33916582 0.74094137 0.37487821] [ 0.71594945 0.4565203 0.41042468 0.21002041 0.32168073] [ 0.67275038 0.52536319 0.52366268 0.33284798 0.54827856] [ 0.61676957 0.44669151 0.4021653 0.30197971 0.34920323] [ 0.72112948 0.3932752 0.46471645 0.45579531 0.47821557] [ 0.83423368 0.36715473 0.50718364 0.2348155 0.44526925] [ 0.5570045 0.44894715 0.61750908 0.61032123 0.35388807] [ 0.13692188 0.65983181 0.40112957 0.88714274 0.51259879] [ 0.56656122 0.57568746 0.45626934 0.4105312 0.64818108] [ 0.37970446 0.60234518 0.33341128 0.63004712 0.61164997] [ 0.53173302 0.6529246 0.34379224 0.52489353 0.37327854] [ 0.59863137 0.59950435 0.40736333 0.62860022 0.546259 ] [ 0.51394019 0.45301963 0.578177 0.66808351 0.41056671] [ 0.18084445 0.60951268 0.38672915 0.74821541 0.5345744 ] [ 0.39700833 0.68942118 0.42210638 0.68486355 0.55254716] [ 0.71955322 0.38673109 0.64817467 0.6105842 0.41438839] [ 0.45316762 0.44719859 0.58343989 0.52862765 0.53434745] [ 0.2983957 0.52795907 0.54977057 0.84798613 0.65517236] [ 0.54521132 0.34401911 0.55820689 0.55860453 0.40187863] [ 0.82725892 0.37985376 0.64611411 0.17407673 0.40612248] [ 0.59298125 0.5388418 0.57112048 0.36601552 0.3566063 ] [ 0.38945648 0.54120085 0.39196614 0.61714899 0.38399248] [ 0.39015205 0.59761931 0.4223537 0.51580155 0.52816534] [ 0.6262045 0.48164441 0.29880743 0.69115487 0.41558467] [ 0.65318849 0.43997227 0.52837807 0.47426072 0.36467884] [ 0.39078022 0.66897413 0.46506228 0.72295605 0.49048931] [ 0.60905494 0.46280818 0.41585634 0.43141049 0.46472456] [ 0.50758476 0.55496163 0.47579695 0.65963809 0.41201305] [ 0.55375837 0.40258635 0.44759631 0.2924598 0.40078592] Progress: 54.0% ... Training loss: 0.446 ... Validation loss: 0.731[ 0.5620017 0.4512679 0.61354814 0.39733805 0.49353558] [ 0.49802296 0.64026299 0.59576827 0.56625116 0.4571281 ] [ 0.3068518 0.46923347 0.35474239 0.7560371 0.51931549] [ 0.58610696 0.64255908 0.42241514 0.52387065 0.41355596] [ 0.66556461 0.45859875 0.29450375 0.37228292 0.34705421] [ 0.39266397 0.47870805 0.53509075 0.55769879 0.54154149] [ 0.78772996 0.44312562 0.42460195 0.3488168 0.45256925] [ 0.7584286 0.50203577 0.50758976 0.18508634 0.32096822] [ 0.58534003 0.53545713 0.35721411 0.46691939 0.34293324] [ 0.23778986 0.64233046 0.44174379 0.71032572 0.47726744] [ 0.63487765 0.43027783 0.46897364 0.51571007 0.35603245] [ 0.73276353 0.42559518 0.52474721 0.16692083 0.45358675] [ 0.75695825 0.42483068 0.40374904 0.36335063 0.40315818] [ 0.32489106 0.55295257 0.49315597 0.74838011 0.55156496] [ 0.65546715 0.53151753 0.58522697 0.26957472 0.43000554] [ 0.24061159 0.68337579 0.38914877 0.7949124 0.44419732] [ 0.24301636 0.57581986 0.51524698 0.85435371 0.57206231] [ 0.53904717 0.56798603 0.54103209 0.6352429 0.59172587] [ 0.37550056 0.59363868 0.42916073 0.51644154 0.55694946] [ 0.28391514 0.7690577 0.38203678 0.740627 0.60470603] [ 0.28213904 0.74661096 0.29102272 0.73537331 0.51505717] [ 0.76774807 0.51685915 0.44436264 0.32035094 0.45987769] [ 0.27329932 0.54736016 0.46279364 0.77583192 0.48977333] [ 0.44000006 0.58639441 0.25641215 0.68898607 0.48004387] [ 0.57110031 0.40080603 0.55950706 0.27780851 0.4929188 ] [ 0.54068151 0.3916681 0.49236499 0.67464346 0.37853769] [ 0.75284223 0.65600582 0.53253423 0.44637951 0.3597008 ] [ 0.41539434 0.50224529 0.52299806 0.53649432 0.57582159] [ 0.67031458 0.46365055 0.47330776 0.61012934 0.30915151] [ 0.76110157 0.44239873 0.34299874 0.40336598 0.3568081 ] [ 0.58624586 0.39765728 0.58645602 0.37564736 0.49891231] [ 0.73369967 0.44656501 0.6228686 0.38366546 0.42923485] [ 0.82121584 0.36122756 0.64054815 0.31342494 0.36495022] [ 0.67902349 0.50283339 0.6506124 0.41970004 0.48236543] [ 0.49310594 0.43779102 0.42630458 0.62388293 0.57181375] [ 0.4163682 0.63038901 0.36395778 0.60684494 0.47187523] [ 0.42386769 0.5544746 0.47242118 0.60556398 0.58044571] [ 0.57584431 0.48750536 0.43978531 0.71941465 0.37730686] [ 0.52536738 0.46401985 0.45641779 0.68395207 0.35787387] [ 0.68901862 0.5284519 0.51806957 0.3027538 0.37462448] [ 0.56722636 0.54920446 0.53393241 0.54385846 0.38683966] [ 0.4528651 0.4472979 0.58338757 0.52875551 0.53439556] [ 0.71203755 0.45488393 0.47431671 0.4606844 0.42281408] [ 0.42374382 0.53190588 0.61834382 0.70114345 0.4221748 ] [ 0.59745571 0.44721552 0.45336015 0.34130606 0.39852594] [ 0.9074128 0.45140317 0.45629532 0.21615493 0.30522221] [ 0.44105867 0.55583463 0.51439864 0.51384934 0.49737387] [ 0.30067217 0.64648528 0.36562384 0.88671208 0.53966387] [ 0.71915131 0.4000028 0.55646936 0.25283644 0.35392687] [ 0.86942396 0.3676272 0.43697066 0.28992001 0.38487814] [ 0.52843477 0.49838751 0.46997375 0.50245727 0.50383712] [ 0.6086894 0.46174892 0.47261979 0.5039455 0.29153933] [ 0.69545468 0.55298261 0.52191641 0.30576898 0.36262696] [ 0.74426706 0.41380903 0.5317291 0.45556787 0.36525163] [ 0.5308518 0.58046146 0.53786926 0.76215195 0.5588545 ] [ 0.39476901 0.48963966 0.37995801 0.60706447 0.53372695] [ 0.51217524 0.64443939 0.44895157 0.46778278 0.41446525] [ 0.47790281 0.51536621 0.56672054 0.43002109 0.44950667] [ 0.52651198 0.63817243 0.54078859 0.54167943 0.44972692] [ 0.68129882 0.50464565 0.45698875 0.43730019 0.28392789] [ 0.29748346 0.72382026 0.32881371 0.71720128 0.61665553] [ 0.53993435 0.56811638 0.35270699 0.38858911 0.46155617] [ 0.62801038 0.53432888 0.44639848 0.31788019 0.41390788] [ 0.27713277 0.65978052 0.53511443 0.69374126 0.63272372] [ 0.50755623 0.60645204 0.24659593 0.74613134 0.50269966] [ 0.73920106 0.53462676 0.4306194 0.21216032 0.35029785] [ 0.6254433 0.41017837 0.51690121 0.45543247 0.55144894] [ 0.62625937 0.47906767 0.42382804 0.59168247 0.43716133] [ 0.36174773 0.54598128 0.48909307 0.4990219 0.53144205] [ 0.46148469 0.60016329 0.47742903 0.62633552 0.50451519] [ 0.74329235 0.37078897 0.39879838 0.44739907 0.42487763] [ 0.65775898 0.3363567 0.58470527 0.30445294 0.39590745] [ 0.754442 0.41705807 0.55025747 0.30710988 0.40817653] [ 0.48680629 0.51315502 0.40918151 0.32712392 0.43562998] [ 0.46882135 0.57500711 0.48086771 0.47733407 0.5072868 ] [ 0.50444072 0.58685215 0.3930123 0.47739545 0.43180893] [ 0.84204472 0.46781039 0.51978564 0.42788969 0.37334861] [ 0.68199849 0.32336537 0.63657828 0.50870574 0.46985059] [ 0.24436642 0.6458712 0.34949999 0.58234616 0.51949374] [ 0.65065524 0.43889942 0.58807217 0.47573492 0.43036684] [ 0.51106334 0.65131347 0.43934551 0.56775045 0.55655978] [ 0.47537581 0.47854703 0.40372066 0.47927081 0.51319065] [ 0.75261068 0.53142239 0.45462757 0.41079388 0.34880665] [ 0.34810279 0.58531038 0.4622783 0.76156983 0.56101039] [ 0.65440967 0.41122964 0.4173274 0.403493 0.39979176] [ 0.73570142 0.5794406 0.40550721 0.38501693 0.50338422] [ 0.42479762 0.59360421 0.5091113 0.58107011 0.62634869] [ 0.87357279 0.40329996 0.53990103 0.22505494 0.28438002] [ 0.6053376 0.50241816 0.42076477 0.36971217 0.47455585] [ 0.28426762 0.50384218 0.3673518 0.82437199 0.60161711] [ 0.62319977 0.58275341 0.48981338 0.43060275 0.51717402] [ 0.27247742 0.67777785 0.48008009 0.62547155 0.50204712] [ 0.6474598 0.41402201 0.51312154 0.54892762 0.36889875] [ 0.64457802 0.32157951 0.62151311 0.4381423 0.48385819] [ 0.60554264 0.40891153 0.549218 0.49708199 0.4656253 ] [ 0.58991161 0.59405169 0.42441116 0.47733221 0.6088264 ] [ 0.73880608 0.55070394 0.59443654 0.47520492 0.35635778] [ 0.39380149 0.67175336 0.39966656 0.65779028 0.5762562 ] [ 0.57988748 0.50430304 0.56142713 0.59564184 0.52102727] [ 0.3449995 0.54605911 0.48057067 0.47911453 0.51240734] [ 0.51910696 0.4188641 0.46537814 0.47768498 0.45820689] [ 0.51086721 0.41511215 0.50299349 0.42988883 0.48176865] [ 0.62792869 0.68004974 0.24145313 0.59675763 0.44556918] [ 0.4175563 0.48824716 0.47745208 0.7918573 0.51816843] [ 0.50732688 0.52521882 0.47315585 0.83757661 0.41871433] [ 0.72475621 0.29298963 0.51230618 0.33591618 0.44099626] [ 0.48381137 0.48505986 0.56123599 0.67951381 0.50247192] [ 0.7149313 0.58462738 0.51091321 0.44156689 0.44137042] [ 0.30650434 0.6749562 0.40688086 0.69606727 0.47192055] [ 0.86139581 0.45262733 0.45345684 0.22983327 0.38405085] [ 0.77094306 0.39984883 0.55061598 0.28859013 0.44811864] [ 0.36432064 0.55842658 0.48182555 0.83646618 0.48630679] [ 0.7377648 0.47827551 0.55674789 0.59537354 0.41943811] [ 0.34574097 0.6205765 0.43161628 0.64320512 0.50456159] [ 0.67778883 0.48168054 0.43831835 0.59835587 0.31575263] [ 0.71222908 0.43789934 0.49514234 0.42396103 0.35150713] [ 0.49078578 0.53126053 0.54206048 0.56613743 0.40237517] [ 0.6838957 0.46768384 0.4856723 0.50562719 0.3844912 ] [ 0.56661987 0.63400452 0.44881985 0.48138949 0.45601019] [ 0.51511081 0.44901174 0.5085067 0.51284206 0.49325035] [ 0.66350742 0.51060991 0.51052747 0.29195487 0.41687074] [ 0.44465951 0.56266203 0.4131938 0.62990865 0.5478335 ] [ 0.4470466 0.65630764 0.37533653 0.64161649 0.38196218] [ 0.25026429 0.6580881 0.44358173 0.62863936 0.38265161] [ 0.76212349 0.32222506 0.58595422 0.16971324 0.35077102] [ 0.69472884 0.47028301 0.39473768 0.32146653 0.37712433] [ 0.46288939 0.56241757 0.5760911 0.61028045 0.53708652] [ 0.43892951 0.61675412 0.36338026 0.66258085 0.49238125] Progress: 54.0% ... Training loss: 0.446 ... Validation loss: 0.732[ 0.66246717 0.47734714 0.45505413 0.39015366 0.38120721] [ 0.76116801 0.49173897 0.56356382 0.46657481 0.49521473] [ 0.56290371 0.53668955 0.47006804 0.35459475 0.50168208] [ 0.55232791 0.36971276 0.42027246 0.4622401 0.40242171] [ 0.55368902 0.38115144 0.51793859 0.34510835 0.45309514] [ 0.57309153 0.66098325 0.35510318 0.55567915 0.47777167] [ 0.27678482 0.69799275 0.39209954 0.64291652 0.44834741] [ 0.79154933 0.58692882 0.4387979 0.27058939 0.46262012] [ 0.56432332 0.53538515 0.45943169 0.4921974 0.54162751] [ 0.40961458 0.71348438 0.42649373 0.63787994 0.38653179] [ 0.66362522 0.47502239 0.51142573 0.53966092 0.37952191] [ 0.55257245 0.63378738 0.41748649 0.75466121 0.56346568] [ 0.38572241 0.49751841 0.37042799 0.55000454 0.47411939] [ 0.32713078 0.59988701 0.31975673 0.75974886 0.46894644] [ 0.24488012 0.5354947 0.39178524 0.61794744 0.70033015] [ 0.44184979 0.62991623 0.27616251 0.62166329 0.4545751 ] [ 0.43912394 0.41755752 0.5566683 0.62759653 0.60124925] [ 0.41595595 0.68597525 0.48387732 0.6218434 0.38333043] [ 0.60806435 0.44948927 0.50140845 0.44068083 0.41542902] [ 0.30189198 0.69714953 0.42813946 0.71371852 0.46190466] [ 0.55885482 0.5172484 0.5145988 0.64862875 0.38091479] [ 0.63567592 0.62693694 0.48877653 0.66793348 0.51154488] [ 0.69229213 0.53816305 0.38779089 0.45740032 0.45271993] [ 0.76184281 0.39608343 0.50563052 0.45255822 0.39989209] [ 0.51680988 0.5589703 0.3540854 0.43151777 0.46294515] [ 0.60616079 0.41074971 0.48148833 0.41148437 0.50685902] [ 0.44089158 0.50066355 0.51661335 0.53051227 0.50462774] [ 0.25241923 0.50511471 0.37855704 0.76740714 0.64702348] [ 0.6650282 0.38466231 0.49683757 0.5159633 0.49046682] [ 0.5898512 0.59507307 0.44141862 0.70505098 0.47407428] [ 0.17249333 0.61537328 0.43859966 0.89725084 0.51005022] [ 0.75288139 0.47412836 0.35691603 0.24520146 0.37532784] [ 0.58191095 0.5403116 0.23340889 0.51625062 0.32237801] [ 0.76603889 0.37912482 0.58020348 0.58651316 0.37517494] [ 0.51860185 0.48980127 0.41008049 0.5231597 0.49123569] [ 0.12725165 0.69705655 0.37701426 0.83826855 0.5651879 ] [ 0.24335097 0.62414964 0.33887196 0.81470224 0.54491322] [ 0.32761768 0.64495721 0.43911765 0.57156897 0.49500715] [ 0.76746737 0.40333073 0.56148453 0.29235032 0.47601758] [ 0.42607882 0.65671218 0.39151822 0.6422619 0.38824571] [ 0.59424567 0.51782098 0.35791298 0.59009193 0.36711223] [ 0.4966549 0.55912333 0.53749014 0.55243583 0.44084633] [ 0.56921072 0.5357169 0.39906756 0.63926434 0.37762051] [ 0.49217586 0.53710053 0.58186062 0.69731812 0.41937106] [ 0.49226969 0.61463275 0.46676274 0.63036633 0.52071385] [ 0.16572524 0.60768616 0.38223117 0.84324995 0.56114423] [ 0.5777419 0.51536709 0.42382462 0.34508908 0.31636565] [ 0.76668572 0.3381335 0.40106114 0.31764674 0.45183516] [ 0.2288932 0.5572318 0.38253705 0.87283093 0.632442 ] [ 0.42341448 0.56674846 0.40836011 0.74476379 0.33284787] [ 0.57148163 0.41977726 0.64131148 0.58470202 0.42196529] [ 0.4388549 0.58230579 0.42249826 0.74842142 0.35456992] [ 0.39653099 0.62976841 0.52573031 0.60901539 0.32236286] [ 0.67850903 0.3768889 0.44257296 0.56781069 0.46567108] [ 0.50170229 0.50285755 0.52811454 0.38116427 0.48837587] [ 0.33945759 0.68360017 0.46976379 0.74824755 0.5029574 ] [ 0.32156182 0.66582467 0.49414612 0.50796033 0.65844158] [ 0.57618405 0.55086379 0.57510492 0.45286839 0.4030939 ] [ 0.17288768 0.57882947 0.47461014 0.87974388 0.59810626] [ 0.5327655 0.50689012 0.5863215 0.67102616 0.52461156] [ 0.83284403 0.57772234 0.37255948 0.38751655 0.27597824] [ 0.39258234 0.53976153 0.50004521 0.53363088 0.40804633] [ 0.65768518 0.55985582 0.65019922 0.5381552 0.47658533] [ 0.7684673 0.34394818 0.5427627 0.36525676 0.41802488] [ 0.7133474 0.47901503 0.5165374 0.44725514 0.4235337 ] [ 0.55188876 0.40458574 0.58732299 0.66433851 0.36746025] [ 0.70405514 0.338767 0.58319002 0.38371397 0.33764344] [ 0.49128146 0.59508879 0.41643574 0.56767873 0.4673919 ] [ 0.42140253 0.54223064 0.52269994 0.80788744 0.57850845] [ 0.22314933 0.5740202 0.41259585 0.79260318 0.49213309] [ 0.57204699 0.42944259 0.43790159 0.29761621 0.55748681] [ 0.37181535 0.69134349 0.27479091 0.73215521 0.53534932] [ 0.70993604 0.44718441 0.38112387 0.34450738 0.43527459] [ 0.24477093 0.64568007 0.34956181 0.58206947 0.51942524] [ 0.32389568 0.58838615 0.52711861 0.72379787 0.5449269 ] [ 0.81397045 0.43221083 0.57015908 0.11838395 0.33701918] [ 0.42619106 0.71506954 0.39421212 0.71125388 0.48244653] [ 0.65144626 0.49955973 0.53982446 0.43169861 0.63131147] [ 0.09929392 0.65441443 0.54285323 0.87194982 0.55071753] [ 0.22634259 0.58682998 0.51755416 0.76424506 0.39368401] [ 0.4362395 0.59847575 0.34917759 0.57537645 0.43349445] [ 0.45796291 0.54363932 0.45376771 0.5051917 0.45489163] [ 0.35235927 0.43923253 0.36903755 0.73652509 0.43206742] [ 0.27808169 0.55833549 0.46211801 0.71046002 0.55087279] [ 0.70039624 0.40229944 0.69009045 0.52642843 0.34544395] [ 0.52075165 0.44762846 0.34634814 0.49205655 0.42024102] [ 0.53426098 0.63134737 0.37395894 0.75572932 0.54896385] [ 0.85712919 0.43984269 0.53894451 0.26818231 0.39440384] [ 0.68836831 0.52712453 0.51579108 0.54883315 0.37028801] [ 0.50477859 0.40555872 0.41604108 0.73291801 0.51341096] [ 0.45491416 0.5708693 0.34916589 0.54679927 0.33935099] [ 0.56964142 0.43526279 0.63891905 0.5990763 0.53679096] [ 0.35214812 0.53277909 0.52500872 0.52180819 0.39930672] [ 0.54900076 0.50340297 0.47711214 0.50529667 0.39697056] [ 0.82770279 0.41552853 0.49048935 0.27765729 0.41854143] [ 0.59759036 0.49378567 0.52769246 0.7072684 0.53143589] [ 0.26207278 0.51959857 0.35623355 0.8700669 0.52210208] [ 0.25726383 0.66743618 0.38770532 0.62782973 0.54962969] [ 0.71079616 0.44407574 0.4268245 0.431023 0.50562465] [ 0.68085702 0.58380163 0.44614517 0.47072029 0.31357689] [ 0.4810015 0.4512314 0.70267615 0.64444733 0.53738952] [ 0.69693475 0.48294704 0.49029077 0.3258438 0.39690712] [ 0.70704081 0.68559501 0.50096977 0.5970424 0.5229654 ] [ 0.33893664 0.60050925 0.39612936 0.63900272 0.42817384] [ 0.34935135 0.69413949 0.30431973 0.67338524 0.55791553] [ 0.73388491 0.50427234 0.69238569 0.49442864 0.37366169] [ 0.30083019 0.49473673 0.3372 0.86771179 0.46110684] [ 0.67956414 0.39951414 0.38065359 0.34846677 0.36558656] [ 0.69916875 0.54843162 0.40473577 0.29378741 0.26423312] [ 0.72089955 0.49008035 0.57740048 0.44248331 0.48387783] [ 0.62083857 0.48644411 0.45570771 0.65444508 0.36251414] [ 0.80565034 0.47116174 0.46015981 0.42615406 0.39170499] [ 0.80685673 0.37165752 0.51006626 0.32482831 0.35951106] [ 0.58148901 0.45919723 0.45219952 0.62219755 0.58910043] [ 0.43878772 0.5426144 0.4183203 0.54555668 0.36963271] [ 0.77940841 0.60561042 0.41490581 0.57465167 0.42999889] [ 0.4829351 0.38421995 0.47933177 0.58789015 0.43111474] [ 0.77326368 0.44883476 0.58628099 0.24395512 0.50554172] [ 0.63209265 0.48547651 0.45033701 0.7033859 0.40210542] [ 0.75420041 0.40296946 0.5276669 0.24096531 0.34105725] [ 0.82092221 0.4089474 0.59735697 0.19863125 0.4607475 ] [ 0.65751287 0.48983985 0.52487769 0.52590077 0.45511237] [ 0.5801984 0.49481478 0.45182757 0.60205432 0.56749196] [ 0.35319031 0.55135502 0.55737594 0.58320894 0.49019625] [ 0.79399879 0.37116007 0.56083887 0.41789538 0.42054728] [ 0.34395861 0.57407674 0.38161405 0.62201064 0.51314789] [ 0.80777729 0.47968973 0.42682238 0.257034 0.46310589] [ 0.20797624 0.57250214 0.48663992 0.82419509 0.58320727] Progress: 54.1% ... Training loss: 0.446 ... Validation loss: 0.731[ 0.64039022 0.53992567 0.4015163 0.42615557 0.36707746] [ 0.32537899 0.66050088 0.32660996 0.74517004 0.544885 ] [ 0.85314974 0.3969019 0.45285148 0.26091204 0.41361718] [ 0.36926188 0.49770742 0.39099622 0.56172929 0.59821324] [ 0.40262533 0.54486212 0.46540956 0.7165688 0.35788106] [ 0.75087553 0.50344401 0.6038576 0.39076033 0.37111225] [ 0.32175729 0.61735874 0.39374121 0.66270918 0.42918289] [ 0.57825182 0.50875753 0.53407714 0.33233038 0.5387987 ] [ 0.33373354 0.70261657 0.29715475 0.70046878 0.56468206] [ 0.58395496 0.65081103 0.32559884 0.49668479 0.39285691] [ 0.54172173 0.52471395 0.49550797 0.76547723 0.40183453] [ 0.33514596 0.60819717 0.46329578 0.80540465 0.39349474] [ 0.58848643 0.6575939 0.62271745 0.53042923 0.51212074] [ 0.53223938 0.47881727 0.52039409 0.52403478 0.44792 ] [ 0.61619803 0.47945818 0.53465065 0.43701292 0.37997278] [ 0.75498516 0.41531546 0.49824449 0.3803611 0.3883029 ] [ 0.52569355 0.48213169 0.48119874 0.82074996 0.49887511] [ 0.20772075 0.58485007 0.39030718 0.66446209 0.59231906] [ 0.69949814 0.50293511 0.33392599 0.807178 0.36764886] [ 0.78741941 0.51794149 0.53659702 0.19264799 0.43965697] [ 0.33282093 0.54462278 0.45788835 0.76693743 0.41925869] [ 0.12564592 0.7609731 0.39639319 0.75397345 0.52782931] [ 0.5874459 0.40358192 0.50498913 0.51293077 0.5341015 ] [ 0.47871375 0.65974449 0.38450126 0.69204459 0.54517004] [ 0.40434774 0.54836732 0.52549557 0.57671716 0.41304019] [ 0.7184031 0.46437028 0.60228329 0.35886555 0.36969572] [ 0.84639088 0.41017863 0.47109165 0.18139173 0.40097981] [ 0.62649211 0.42102802 0.54013292 0.60219001 0.51962837] [ 0.59460681 0.35925448 0.49065125 0.33521232 0.55867686] [ 0.67262139 0.50360226 0.66490993 0.36557285 0.50480862] [ 0.78510906 0.51046543 0.30838746 0.40367713 0.40005074] [ 0.55219817 0.47343942 0.46362665 0.58654434 0.375349 ] [ 0.33090763 0.5828957 0.37862638 0.44432772 0.41079043] [ 0.48218246 0.50205961 0.52711845 0.71764943 0.39653902] [ 0.55814441 0.63602224 0.43199499 0.54878424 0.4023899 ] [ 0.78290036 0.42182882 0.5620966 0.27464723 0.33818769] [ 0.45705259 0.70224705 0.32694996 0.70316175 0.56201971] [ 0.26173381 0.63180701 0.39730534 0.76689671 0.40311086] [ 0.65240046 0.5232747 0.38304179 0.47201314 0.50181712] [ 0.60977184 0.60255951 0.38303355 0.66768698 0.4243644 ] [ 0.86248641 0.38280882 0.63987188 0.24702699 0.3784123 ] [ 0.58406791 0.46640672 0.30051937 0.60409926 0.38212783] [ 0.54229454 0.57060697 0.51154173 0.57932254 0.48308108] [ 0.53039689 0.43257778 0.49289872 0.70133572 0.47711225] [ 0.476886 0.36762418 0.50078838 0.38689411 0.72531832] [ 0.25242831 0.63218196 0.35769411 0.70831352 0.53179757] [ 0.51438294 0.50628787 0.5350576 0.688832 0.42662142] [ 0.36576512 0.62662671 0.53661386 0.66895794 0.54395098] [ 0.51363568 0.41264957 0.40894669 0.53758009 0.57955061] [ 0.84374082 0.35155624 0.62985194 0.25512537 0.34797065] [ 0.60834248 0.57126785 0.370581 0.43169606 0.37261197] [ 0.52209559 0.50369672 0.44854191 0.41904729 0.37207916] [ 0.48462729 0.55525625 0.42714316 0.46959124 0.44208218] [ 0.60540274 0.36903924 0.60935972 0.63291937 0.45903936] [ 0.82295441 0.36408562 0.58823315 0.178374 0.4272859 ] [ 0.30587901 0.62766762 0.39934287 0.81664146 0.54771942] [ 0.74920271 0.52391386 0.53845584 0.29358247 0.41454478] [ 0.49681841 0.56452303 0.52367851 0.49944495 0.62308617] [ 0.43040173 0.47099631 0.48707831 0.76031606 0.47811317] [ 0.62066354 0.55831815 0.4230854 0.4197048 0.33998953] [ 0.47736034 0.49817629 0.51647451 0.75451486 0.51369357] [ 0.75166983 0.37816476 0.46116896 0.59624171 0.41643512] [ 0.33119334 0.48135622 0.51200889 0.73572049 0.51137777] [ 0.45406604 0.63511806 0.52369742 0.63590166 0.6719663 ] [ 0.3949987 0.55009066 0.6149989 0.75218431 0.51357031] [ 0.48176894 0.53074392 0.5743656 0.50817264 0.47361164] [ 0.25359917 0.72055484 0.40018082 0.84968065 0.53179716] [ 0.2626 0.51935174 0.35631011 0.86994803 0.52205093] [ 0.67694842 0.46023616 0.33578491 0.42515145 0.40816338] [ 0.78070945 0.38260709 0.57465364 0.20626298 0.43948073] [ 0.27747349 0.51962103 0.4021101 0.79963193 0.4933677 ] [ 0.36102929 0.5365061 0.4891745 0.68810035 0.44100599] [ 0.47562001 0.48134927 0.64085241 0.6700239 0.43919467] [ 0.54083502 0.69415907 0.38286683 0.56398461 0.46068929] [ 0.36605251 0.59440129 0.36483802 0.75178545 0.62079555] [ 0.81320906 0.40242265 0.48435863 0.32605698 0.4298572 ] [ 0.78170942 0.37152113 0.4820715 0.25178789 0.36222406] [ 0.47858866 0.69409415 0.4176812 0.54828897 0.43788725] [ 0.31628624 0.62693647 0.38830501 0.52983249 0.50420163] [ 0.35058091 0.5783212 0.54444281 0.49428601 0.56183651] [ 0.66723247 0.41032288 0.66570979 0.41159636 0.44903204] [ 0.53672432 0.46412872 0.44057653 0.29147314 0.3900697 ] [ 0.88148392 0.31143391 0.56951281 0.17640515 0.31833576] [ 0.60442455 0.44420476 0.56093331 0.46906362 0.53473614] [ 0.23271001 0.67712799 0.45076435 0.78100291 0.6268265 ] [ 0.24923509 0.53970899 0.40365453 0.80912131 0.50696712] [ 0.31195931 0.47834395 0.42607705 0.81583856 0.55615017] [ 0.55558417 0.44687374 0.49349901 0.50561754 0.46031425] [ 0.37916262 0.58510464 0.47352816 0.70899709 0.54931494] [ 0.63520341 0.42253015 0.55720453 0.60957652 0.34256296] [ 0.4665823 0.59976501 0.34329988 0.62340154 0.45942292] [ 0.52134443 0.70890698 0.28794258 0.59015774 0.42798823] [ 0.60162249 0.56830665 0.39260952 0.52310322 0.51420352] [ 0.67338182 0.33281596 0.70026479 0.52838538 0.46376504] [ 0.57183948 0.52786707 0.346044 0.29259627 0.41867957] [ 0.63804199 0.34829118 0.53444537 0.43958541 0.35027189] [ 0.54403904 0.50310138 0.34115684 0.39669431 0.45194936] [ 0.81320267 0.40147696 0.58655446 0.23744581 0.41556165] [ 0.56784458 0.4397338 0.5282494 0.50115535 0.34262012] [ 0.47341958 0.50604178 0.5425282 0.43337176 0.64348408] [ 0.86596535 0.3750524 0.51323121 0.22889482 0.41654755] [ 0.31214765 0.68982557 0.51204596 0.71817372 0.4732693 ] [ 0.81381111 0.39535154 0.55460012 0.11512484 0.40290983] [ 0.51637476 0.59086393 0.5505353 0.4629097 0.51180646] [ 0.71969419 0.43905799 0.65066797 0.56050357 0.44853274] [ 0.77943103 0.50644713 0.50369326 0.52347222 0.34917106] [ 0.37597747 0.42618654 0.57644664 0.4775709 0.61747166] [ 0.32306492 0.67067522 0.44954385 0.79960409 0.52707142] [ 0.6102818 0.53463999 0.3997562 0.36943907 0.38155592] [ 0.60505434 0.54881926 0.51432312 0.47726294 0.40872497] [ 0.50416638 0.41304885 0.34832176 0.39027794 0.46733934] [ 0.32663926 0.51699103 0.54875509 0.8171593 0.65936423] [ 0.36459433 0.6205936 0.45398691 0.70039955 0.54757746] [ 0.50897642 0.48219935 0.50550869 0.21803608 0.44865382] [ 0.44356927 0.59510849 0.57192207 0.69789967 0.64921649] [ 0.37060672 0.56280982 0.44859917 0.53195497 0.49793165] [ 0.37892721 0.75002753 0.27201282 0.77247592 0.57313456] [ 0.73860642 0.57540843 0.55520019 0.47714335 0.39753298] [ 0.86098821 0.34836105 0.50772003 0.15384715 0.35178404] [ 0.37058358 0.6466429 0.31508544 0.68623534 0.46117872] [ 0.39567854 0.59413854 0.32289267 0.66835172 0.38975421] [ 0.43672103 0.56939414 0.39925222 0.52069374 0.45599421] [ 0.80742963 0.4621047 0.54046669 0.32651712 0.41243669] [ 0.70278435 0.48632807 0.56875912 0.46291104 0.44317243] [ 0.26798893 0.49631246 0.47864613 0.80122126 0.52632579] [ 0.42816979 0.58871337 0.48307459 0.7469026 0.3376828 ] [ 0.56020867 0.54274904 0.43932668 0.26192307 0.39998373] [ 0.70665635 0.49276951 0.4300755 0.44537978 0.35045769] Progress: 54.1% ... Training loss: 0.445 ... Validation loss: 0.730[ 0.68120571 0.41748458 0.55060585 0.560901 0.27020922] [ 0.82528637 0.38154782 0.64548007 0.17516626 0.40674147] [ 0.70146542 0.49860927 0.49679792 0.30068134 0.45376506] [ 0.49669007 0.55111085 0.35358281 0.73023399 0.31918271] [ 0.55972224 0.64474147 0.40830001 0.59878478 0.45071435] [ 0.60684129 0.5167418 0.54796156 0.4667246 0.53978558] [ 0.7396475 0.56462598 0.43357787 0.35283179 0.40723956] [ 0.43485546 0.56255909 0.43810309 0.50955086 0.53793046] [ 0.69078646 0.54416666 0.66476562 0.48728654 0.44984772] [ 0.76078063 0.438582 0.50523273 0.27327748 0.45117849] [ 0.30585343 0.64270523 0.46836312 0.60379607 0.53267852] [ 0.42077674 0.50179352 0.49343109 0.71441812 0.37114731] [ 0.62082314 0.3564124 0.37203657 0.5177189 0.34461024] [ 0.76984573 0.44026538 0.57140277 0.35654821 0.37821824] [ 0.46717699 0.67573106 0.40763888 0.71988618 0.46171008] [ 0.3713615 0.53227082 0.49095256 0.51557781 0.4895793 ] [ 0.70726687 0.59392716 0.59913537 0.56951458 0.42691359] [ 0.83524877 0.36889969 0.52458707 0.18004564 0.42433786] [ 0.3661561 0.66196849 0.34566757 0.7168926 0.60176587] [ 0.46989887 0.65803711 0.39695733 0.73133416 0.53303291] [ 0.49069846 0.52749464 0.46739927 0.42274145 0.51023174] [ 0.4724839 0.52394531 0.47763777 0.6377971 0.41777981] [ 0.18851576 0.65225214 0.41580109 0.89325239 0.59909239] [ 0.25893349 0.55809333 0.44888682 0.53326888 0.60881166] [ 0.20905816 0.52302112 0.55147916 0.76320382 0.52412619] [ 0.39757643 0.57211719 0.50479888 0.5642846 0.53316019] [ 0.71727525 0.51714847 0.3981983 0.27132 0.36561662] [ 0.81872927 0.36140893 0.50989087 0.2557599 0.38825814] [ 0.36086129 0.65358557 0.32939105 0.67782711 0.46248992] [ 0.71454055 0.58876464 0.41072405 0.49229514 0.53355756] [ 0.46079346 0.50639476 0.46822916 0.55597542 0.52709539] [ 0.71042612 0.33164384 0.56594915 0.36861697 0.45292988] [ 0.56441704 0.42870951 0.43208217 0.73026122 0.38491049] [ 0.25127848 0.61302679 0.47107546 0.64973197 0.58383514] [ 0.628558 0.38185199 0.61384366 0.66365343 0.47986523] [ 0.51475834 0.56655954 0.39992199 0.46891799 0.35695555] [ 0.63830395 0.51401684 0.67694077 0.45236478 0.50995873] [ 0.80496592 0.4184255 0.57952723 0.24023546 0.44491597] [ 0.67531421 0.41283595 0.60186438 0.40698725 0.46503804] [ 0.6840832 0.49510171 0.46152076 0.40602493 0.55650402] [ 0.69557 0.59298178 0.40116529 0.56275921 0.47502426] [ 0.74119293 0.47858467 0.44669273 0.21273825 0.34367294] [ 0.55593085 0.62746674 0.37109163 0.66202308 0.36617624] [ 0.62082314 0.3564124 0.37203657 0.5177189 0.34461024] [ 0.52992743 0.57970298 0.40935368 0.4774971 0.45641248] [ 0.49819333 0.60559587 0.38124232 0.60610607 0.41261082] [ 0.27083331 0.60089372 0.37077893 0.74764605 0.58080099] [ 0.63265927 0.35975108 0.52792698 0.49739819 0.37302109] [ 0.51957467 0.53857268 0.45098931 0.71718885 0.47644497] [ 0.37462865 0.53797943 0.57779785 0.42062134 0.49117908] [ 0.67405023 0.37562203 0.6085161 0.43765638 0.4347812 ] [ 0.76702432 0.36173338 0.47436026 0.35645485 0.46154557] [ 0.61184935 0.50638407 0.45742168 0.41035802 0.49738517] [ 0.76360777 0.40742663 0.56649766 0.17439787 0.41065725] [ 0.55938192 0.54325362 0.43913303 0.26236658 0.40017794] [ 0.58177004 0.43565134 0.48328714 0.31164772 0.2936666 ] [ 0.30177805 0.45082399 0.52390021 0.64124005 0.48952491] [ 0.52424126 0.4913651 0.44060095 0.56298706 0.54625183] [ 0.69411892 0.43206242 0.47483306 0.51173309 0.52647981] [ 0.53768168 0.39224619 0.52958077 0.67561734 0.4166895 ] [ 0.22481183 0.70675903 0.38219851 0.74500923 0.53052986] [ 0.48791913 0.5739658 0.43837407 0.66093687 0.55539256] [ 0.85148026 0.3816411 0.56093245 0.14942668 0.43458319] [ 0.66984571 0.67053371 0.33930675 0.64137962 0.38531819] [ 0.68859964 0.47422542 0.52490695 0.42342663 0.43988063] [ 0.40113928 0.52961811 0.51213238 0.49995854 0.43682401] [ 0.50788008 0.49206563 0.46551336 0.60147295 0.50717715] [ 0.47245146 0.50891854 0.51566338 0.5339085 0.67566274] [ 0.57029154 0.56479915 0.44625292 0.46338437 0.60471341] [ 0.57965509 0.4203641 0.6113869 0.28899116 0.62099089] [ 0.26641713 0.67127955 0.38748243 0.59541137 0.4552186 ] [ 0.62556655 0.56010873 0.50007209 0.48987162 0.37194318] [ 0.3155942 0.71614853 0.33141237 0.7231419 0.48378895] [ 0.63994039 0.44594937 0.42565434 0.32100076 0.41326823] [ 0.29052062 0.74460489 0.34809022 0.76559405 0.45000192] [ 0.32924202 0.63640446 0.38995018 0.74519732 0.5375228 ] [ 0.77146357 0.47888337 0.52544465 0.28965847 0.49714474] [ 0.63844655 0.48532516 0.52256242 0.47565755 0.37555998] [ 0.37210722 0.63306864 0.40406653 0.70622074 0.45122543] [ 0.78351771 0.47789589 0.51896529 0.37362041 0.35995932] [ 0.54246244 0.42088786 0.45098621 0.30192308 0.63967609] [ 0.4757558 0.48127699 0.6408704 0.66978126 0.43918719] [ 0.57333351 0.41805548 0.65240722 0.38514689 0.54686413] [ 0.26398699 0.49897706 0.35728102 0.8599524 0.59205652] [ 0.7471604 0.34619551 0.59981227 0.41306002 0.35484809] [ 0.77324359 0.50235866 0.55083341 0.22034832 0.50125275] [ 0.75303917 0.52878692 0.39286675 0.33735926 0.48308087] [ 0.65726075 0.55231324 0.41660764 0.53640772 0.58010604] [ 0.36412645 0.70626512 0.29831263 0.71628318 0.36498795] [ 0.51947261 0.49580117 0.53924719 0.7722121 0.5440097 ] [ 0.60648892 0.57339814 0.45176154 0.50278105 0.33811783] [ 0.60183611 0.56353778 0.41051505 0.65889349 0.34123967] [ 0.47711775 0.50320499 0.50126316 0.63509182 0.45849833] [ 0.50788008 0.49206563 0.46551336 0.60147295 0.50717715] [ 0.57390528 0.5887681 0.45927774 0.45810227 0.40891195] [ 0.31951201 0.43407992 0.43047045 0.54330601 0.7476999 ] [ 0.60154944 0.54200938 0.49355512 0.4032994 0.44653234] [ 0.5284917 0.48089885 0.45773636 0.56349714 0.33733875] [ 0.76922756 0.40356808 0.5936386 0.26728469 0.43916301] [ 0.75982705 0.36386496 0.60104524 0.26239828 0.4031319 ] [ 0.7146338 0.25869895 0.54554944 0.39116776 0.43583345] [ 0.22757504 0.52646976 0.37619504 0.68846926 0.56130224] [ 0.56706267 0.49821118 0.40691404 0.58252553 0.46087264] [ 0.65184391 0.60738037 0.44519676 0.48128638 0.39766483] [ 0.57826147 0.58586101 0.42653209 0.54730995 0.5921492 ] [ 0.68469029 0.64335652 0.36863391 0.4804491 0.45548051] [ 0.61466441 0.58537573 0.5281729 0.46726164 0.43013415] [ 0.79256775 0.35287619 0.53827412 0.49238183 0.32764468] [ 0.54094395 0.53542655 0.58068338 0.62690125 0.41759593] [ 0.34692215 0.55469625 0.46775962 0.74637546 0.54150653] [ 0.60238814 0.63354588 0.36312963 0.71480082 0.57984399] [ 0.29774327 0.55710513 0.39735273 0.81752255 0.53863048] [ 0.58189301 0.44171508 0.29847287 0.51323089 0.46489604] [ 0.5788285 0.44476841 0.44993462 0.5346363 0.27536155] [ 0.58082706 0.60990422 0.54282534 0.4574278 0.41614709] [ 0.77163463 0.39425309 0.67446817 0.32380378 0.43669679] [ 0.59684846 0.50663459 0.468644 0.66863103 0.47732338] [ 0.49147352 0.55822218 0.45947874 0.5986364 0.37790981] [ 0.59926674 0.6181194 0.41785911 0.65411806 0.3675159 ] [ 0.77111754 0.35478869 0.57019812 0.25265707 0.4788909 ] [ 0.57861015 0.46304739 0.51010747 0.50038263 0.30089268] [ 0.34445999 0.6177653 0.37287147 0.71143493 0.56645724] [ 0.65828538 0.51818482 0.53184551 0.43816631 0.41817823] [ 0.60906026 0.35942939 0.54065248 0.58089976 0.31883304] [ 0.79363945 0.30643366 0.6238355 0.19398104 0.49491394] [ 0.54404529 0.47914867 0.55441914 0.73765469 0.42446775] [ 0.42258639 0.51737847 0.57578871 0.38539406 0.70019176] [ 0.66650861 0.54159597 0.49315571 0.45589296 0.54741002] Progress: 54.2% ... Training loss: 0.445 ... Validation loss: 0.731[ 0.74275734 0.34109485 0.60076901 0.42985569 0.42549654] [ 0.27619603 0.4397988 0.40433787 0.74257351 0.53553698] [ 0.68457435 0.51022558 0.51538753 0.42499107 0.54621478] [ 0.45860999 0.63037065 0.31291597 0.65821987 0.43771846] [ 0.44307729 0.45127958 0.54361666 0.79196132 0.5371703 ] [ 0.53080619 0.47004718 0.49980069 0.6538164 0.42033126] [ 0.64808338 0.40100313 0.41580909 0.30702377 0.38088198] [ 0.70030254 0.63651146 0.57446789 0.51173332 0.48285123] [ 0.59015256 0.46002672 0.41817083 0.41834579 0.48390191] [ 0.791557 0.46304954 0.50679651 0.39255287 0.39756785] [ 0.30309002 0.70738237 0.46631379 0.63811679 0.46221308] [ 0.81339836 0.39581992 0.55441646 0.11533496 0.40306605] [ 0.70178521 0.50693162 0.57718731 0.19881138 0.53385091] [ 0.83328344 0.36809144 0.50679406 0.2355016 0.44567319] [ 0.51462226 0.47151566 0.56876007 0.50665245 0.58589768] [ 0.70974401 0.34082977 0.47603956 0.31975238 0.32152963] [ 0.5351189 0.54350701 0.33450721 0.45237351 0.38024907] [ 0.45170296 0.57929036 0.34098132 0.54592626 0.34575708] [ 0.61958881 0.51532937 0.50880988 0.67827924 0.36583348] [ 0.62190878 0.59392746 0.39451862 0.36913471 0.473762 ] [ 0.41590865 0.50330033 0.37019506 0.5318689 0.408457 ] [ 0.7547152 0.45295401 0.54209235 0.67149631 0.35830585] [ 0.27495775 0.58314849 0.38158363 0.88049934 0.49776887] [ 0.31707033 0.67704343 0.45406516 0.70473708 0.68999031] [ 0.41742395 0.63393321 0.3455718 0.41188453 0.44237515] [ 0.51182913 0.55597068 0.43796508 0.47795099 0.48394023] [ 0.64342802 0.4087501 0.51307589 0.51484625 0.42021785] [ 0.75498947 0.46504323 0.59571863 0.43337553 0.39611629] [ 0.3316538 0.4810812 0.51210261 0.73523028 0.51128493] [ 0.53905005 0.35901748 0.53178005 0.43607889 0.51524635] [ 0.40304624 0.39500261 0.44024873 0.5995079 0.59112394] [ 0.67854116 0.40726571 0.50009821 0.38810051 0.45566836] [ 0.64032576 0.48153908 0.53712754 0.54466457 0.44704901] [ 0.45330037 0.59750438 0.42583862 0.59951534 0.39140642] [ 0.41134487 0.59236 0.44686434 0.5758907 0.40554813] [ 0.43277168 0.57970013 0.2940665 0.61810169 0.54955311] [ 0.30835728 0.71227502 0.29854093 0.82821488 0.55662776] [ 0.33882042 0.50290255 0.51075644 0.6359661 0.52793266] [ 0.50688485 0.62555693 0.42255239 0.57249478 0.41653237] [ 0.80404078 0.45384448 0.56641694 0.30612451 0.30507844] [ 0.47422012 0.57498609 0.56360311 0.55558543 0.55931005] [ 0.66764618 0.47252825 0.48898743 0.54590154 0.4039854 ] [ 0.56930467 0.57639556 0.45386039 0.54358602 0.43803473] [ 0.50337423 0.55297533 0.53523969 0.54255207 0.45920938] [ 0.58737007 0.44751396 0.52774949 0.60582435 0.46892603] [ 0.30537775 0.59294714 0.50999488 0.79132812 0.52927921] [ 0.21376856 0.65592417 0.3765239 0.82815111 0.56638912] [ 0.27474381 0.51640057 0.54978912 0.83997769 0.66746224] [ 0.56247348 0.42488881 0.38025304 0.56495745 0.48996738] [ 0.66367577 0.52626184 0.50544595 0.41168606 0.30528056] [ 0.34159833 0.68911419 0.32977379 0.70004141 0.54095943] [ 0.53087801 0.45316876 0.55011922 0.65628892 0.54155428] [ 0.37529457 0.59784137 0.35558922 0.652314 0.40536449] [ 0.56451071 0.58920684 0.46410326 0.73154994 0.48445001] [ 0.43499083 0.59580845 0.44577769 0.69002581 0.61414917] [ 0.71891784 0.64186801 0.50822358 0.45375622 0.41638006] [ 0.48173929 0.57569048 0.57996266 0.54789308 0.49158359] [ 0.29389574 0.52975957 0.46137503 0.77157059 0.49284358] [ 0.36573089 0.48228223 0.60879321 0.60514232 0.55275912] [ 0.69142249 0.48799696 0.57857498 0.242124 0.56900099] [ 0.64549721 0.41364847 0.60594021 0.31650549 0.4221609 ] [ 0.55075231 0.45289491 0.31730841 0.53744527 0.47842137] [ 0.57858818 0.45444738 0.43219253 0.35552069 0.47615432] [ 0.57626801 0.59183167 0.34497746 0.69216752 0.60954509] [ 0.30575495 0.5782425 0.49262019 0.80828541 0.53762841] [ 0.38359398 0.70543718 0.48161701 0.74921906 0.51550437] [ 0.56631939 0.571332 0.55073522 0.54950677 0.30762638] [ 0.54520389 0.51568592 0.5820074 0.65195108 0.38433893] [ 0.52834625 0.49489268 0.44205996 0.60902241 0.39620568] [ 0.71989782 0.39827794 0.56147758 0.40146014 0.33941288] [ 0.64477792 0.40860952 0.59023554 0.59649378 0.44701206] [ 0.43474018 0.5404582 0.63962462 0.56724552 0.56733898] [ 0.55500314 0.50290831 0.44077646 0.59946448 0.37396373] [ 0.50481858 0.66318047 0.36703442 0.49223487 0.3826159 ] [ 0.14002071 0.57118178 0.49401884 0.88698826 0.61108146] [ 0.27442614 0.54679408 0.46293752 0.77503924 0.48964508] [ 0.68285953 0.53671049 0.5185879 0.44694367 0.52485266] [ 0.51844759 0.50032655 0.48125594 0.49157144 0.37184652] [ 0.82423391 0.43070167 0.62969486 0.27613141 0.35373367] [ 0.49523839 0.6346394 0.51797189 0.57118295 0.42232594] [ 0.7365949 0.36651348 0.38036964 0.45591677 0.26331545] [ 0.12235968 0.7535669 0.4008189 0.80329776 0.5836462 ] [ 0.67336106 0.60614289 0.49318747 0.47733981 0.52919459] [ 0.61793244 0.41019247 0.54412778 0.37062648 0.41690747] [ 0.34398687 0.52131731 0.5584584 0.57772676 0.57201384] [ 0.52003442 0.6235436 0.29028853 0.6028421 0.40894324] [ 0.52243131 0.61654287 0.56901194 0.51548166 0.42338515] [ 0.40361083 0.41776341 0.51542109 0.64371124 0.68961623] [ 0.52878594 0.7271569 0.25517576 0.69083248 0.3984815 ] [ 0.49534218 0.49675714 0.37682511 0.48446758 0.51766218] [ 0.41700726 0.39280322 0.54662482 0.74187091 0.42292965] [ 0.73401954 0.36134527 0.58274196 0.39072485 0.45954919] [ 0.59532997 0.36838677 0.43667015 0.42245147 0.52191913] [ 0.5703088 0.63424958 0.33216048 0.44782368 0.48239631] [ 0.66516068 0.44845994 0.4309317 0.41796702 0.48638736] [ 0.60536741 0.45354461 0.51195018 0.70380547 0.5192597 ] [ 0.21517751 0.6249965 0.47417758 0.73520802 0.55726242] [ 0.67378745 0.33263818 0.70032103 0.52765965 0.46367113] [ 0.54869247 0.41403862 0.54218043 0.38110952 0.45601878] [ 0.73632305 0.3797253 0.57344073 0.26385028 0.47018992] [ 0.1799586 0.57656237 0.42038823 0.63197692 0.59152748] [ 0.62819741 0.54065616 0.61584288 0.37887157 0.38924633] [ 0.70407107 0.46645124 0.42998892 0.26940203 0.47576339] [ 0.72345415 0.35296197 0.518114 0.66139274 0.44758262] [ 0.613707 0.48116396 0.57485817 0.3341608 0.467497 ] [ 0.4285592 0.59107914 0.34475363 0.58499868 0.36067632] [ 0.27656978 0.70077477 0.32837734 0.82635455 0.48596596] [ 0.47067676 0.59298001 0.40627644 0.45367609 0.41466669] [ 0.35459528 0.53439599 0.43690427 0.74430896 0.61627517] [ 0.81521152 0.44365198 0.35016446 0.30427196 0.36939193] [ 0.60588296 0.54838488 0.51447611 0.47653822 0.40855524] [ 0.73075998 0.51647213 0.52258808 0.41309766 0.38295941] [ 0.38295437 0.66868009 0.43295034 0.70211957 0.50745212] [ 0.77680125 0.4311535 0.4925255 0.17589303 0.32947537] [ 0.61405662 0.46123823 0.50659073 0.39499298 0.41653754] [ 0.40618428 0.67651383 0.42059357 0.62258857 0.42471638] [ 0.66261051 0.43845472 0.52056061 0.62590327 0.49550974] [ 0.83728191 0.45062718 0.5701372 0.18342892 0.4365048 ] [ 0.62857492 0.39189627 0.38605541 0.28191879 0.35720453] [ 0.59365646 0.57068205 0.56657861 0.65445147 0.45883442] [ 0.74349318 0.58377918 0.25973192 0.47193424 0.41315656] [ 0.56473991 0.47805854 0.48573585 0.46161938 0.33567783] [ 0.56212885 0.62447084 0.337667 0.61925894 0.52746479] [ 0.81756115 0.34077041 0.49516506 0.28760281 0.38482564] [ 0.71929876 0.47304094 0.47470899 0.36231454 0.33178839] [ 0.29913797 0.63502559 0.48675467 0.6416123 0.45828548] [ 0.57349554 0.54306982 0.49456821 0.43611514 0.32061331] [ 0.25323846 0.65089615 0.45433344 0.84308208 0.47462123] Progress: 54.2% ... Training loss: 0.445 ... Validation loss: 0.732[ 0.31795411 0.55203283 0.47686694 0.56712151 0.53766684] [ 0.69881227 0.48483405 0.36054464 0.33310856 0.41604418] [ 0.40240513 0.64962593 0.49004135 0.54426473 0.57541806] [ 0.31453941 0.42263197 0.51829148 0.8324511 0.66486413] [ 0.46626127 0.64941707 0.2859087 0.60381676 0.40258627] [ 0.43136616 0.72576677 0.26852408 0.65195284 0.46518477] [ 0.43049983 0.48416559 0.44620512 0.53119561 0.49538606] [ 0.6518664 0.54607534 0.49721227 0.37083912 0.40396892] [ 0.6360061 0.54190937 0.52958845 0.40623525 0.60405955] [ 0.53395618 0.51319299 0.40336826 0.76903398 0.28442582] [ 0.4411747 0.62664301 0.31032895 0.58663546 0.49947917] [ 0.52968572 0.41691857 0.41704736 0.44510508 0.68721133] [ 0.3989417 0.57544501 0.31700391 0.53728125 0.4925466 ] [ 0.44230826 0.66508945 0.51421048 0.71111271 0.5428785 ] [ 0.49636984 0.4375628 0.43418499 0.79387098 0.55823731] [ 0.45976859 0.56325488 0.3305357 0.64692384 0.53697302] [ 0.76015918 0.36070616 0.49653546 0.27765779 0.33228229] [ 0.45383763 0.46092137 0.51788661 0.71166539 0.50573227] [ 0.5998782 0.59284167 0.40961385 0.58551054 0.43875405] [ 0.74382921 0.41079351 0.59364027 0.37655077 0.41853164] [ 0.59670568 0.51937047 0.39495573 0.70219001 0.36328887] [ 0.7702575 0.40418791 0.52912628 0.31745513 0.41103239] [ 0.52388649 0.40925593 0.58811849 0.59708869 0.4171657 ] [ 0.7819407 0.59422329 0.56256919 0.46263385 0.39317142] [ 0.66838614 0.54941243 0.46152401 0.43959629 0.40340138] [ 0.25842191 0.64494107 0.47154301 0.72156159 0.47777441] [ 0.77884752 0.52539808 0.56895916 0.18563313 0.41554846] [ 0.43676564 0.52833237 0.42867531 0.54080867 0.43231927] [ 0.27130902 0.58150036 0.58280746 0.74846453 0.56276159] [ 0.63347759 0.55158486 0.624297 0.48452392 0.44956275] [ 0.33301437 0.48406899 0.3820931 0.78618734 0.54341518] [ 0.70183857 0.49022422 0.60155307 0.28321174 0.50536604] [ 0.44396383 0.39570051 0.47701138 0.8337867 0.54023288] [ 0.35382347 0.53417767 0.41823869 0.72314994 0.47190595] [ 0.40908251 0.48435406 0.51107475 0.52109541 0.59466291] [ 0.28938684 0.71859548 0.39355097 0.82487398 0.54261587] [ 0.7305916 0.34738207 0.50226681 0.31574354 0.41311657] [ 0.71482811 0.40352819 0.50092837 0.3106407 0.47388502] [ 0.65927799 0.5068511 0.57286833 0.56514649 0.4993512 ] [ 0.70283025 0.4770948 0.49023636 0.5951459 0.41433876] [ 0.61761257 0.38066135 0.63474584 0.38625225 0.48622466] [ 0.56890459 0.51801315 0.45815077 0.43751165 0.42832203] [ 0.41444756 0.5279218 0.48290932 0.58043041 0.56039927] [ 0.75075318 0.36764918 0.63235183 0.21290268 0.3729809 ] [ 0.52892781 0.49827173 0.50633983 0.74139728 0.48011504] [ 0.42825797 0.48012669 0.52297497 0.74124957 0.46518113] [ 0.57863635 0.4185622 0.49165152 0.60425816 0.50548996] [ 0.46617889 0.39108951 0.4707748 0.69019337 0.50725327] [ 0.72126353 0.29289723 0.5037146 0.24558428 0.38153412] [ 0.65296943 0.52730436 0.42565025 0.45409162 0.53463459] [ 0.70533185 0.31982992 0.57734221 0.49377661 0.42810931] [ 0.81810115 0.46192381 0.40132241 0.35995049 0.37744892] [ 0.71166219 0.48819246 0.59076176 0.48487332 0.46515369] [ 0.50427982 0.61927224 0.33731192 0.53184635 0.45915944] [ 0.8280069 0.37642944 0.40896468 0.36502128 0.33736234] [ 0.68001233 0.34638371 0.66383802 0.50075585 0.49381344] [ 0.80579862 0.58585671 0.45061519 0.40857358 0.45714253] [ 0.79140307 0.44275134 0.58916777 0.20561415 0.47284287] [ 0.73685299 0.54124904 0.41105494 0.30838072 0.40832785] [ 0.55965834 0.46965854 0.63484597 0.52088797 0.60288565] [ 0.74397117 0.37316415 0.4600932 0.6915327 0.42808399] [ 0.42649328 0.60588558 0.42353584 0.76458911 0.43536562] [ 0.63117278 0.47766784 0.42662566 0.6305413 0.31984397] [ 0.26255341 0.68034887 0.29219081 0.84444698 0.4840342 ] [ 0.69601693 0.57740305 0.56239656 0.41373952 0.47244625] [ 0.78287738 0.54822248 0.48324806 0.55097661 0.38247324] [ 0.70733253 0.33710968 0.45025101 0.3935287 0.40980409] [ 0.69886703 0.45556648 0.46582567 0.44523908 0.50671781] [ 0.60906439 0.49792287 0.39464671 0.53003633 0.45991694] [ 0.65391863 0.43155752 0.47028543 0.63863176 0.41599694] [ 0.71881453 0.58306675 0.55787285 0.3253693 0.54304312] [ 0.18607188 0.59206559 0.51491516 0.6210274 0.58721767] [ 0.28095963 0.63117984 0.29389811 0.78344907 0.44864478] [ 0.71496051 0.38600384 0.65201589 0.32781653 0.45208213] [ 0.57089719 0.48906019 0.287747 0.34621862 0.41128455] [ 0.38020729 0.59935459 0.36098468 0.66728094 0.50358266] [ 0.76969441 0.33852283 0.59444479 0.38606807 0.41542905] [ 0.63625157 0.48258167 0.38108551 0.37761904 0.3867716 ] [ 0.51994987 0.64824199 0.25703378 0.68830337 0.31644704] [ 0.60605934 0.48593752 0.51533396 0.39464848 0.45576704] [ 0.50620654 0.44329697 0.47671664 0.44784887 0.53553645] [ 0.79315491 0.5121749 0.29774798 0.36343413 0.30429646] [ 0.34959636 0.56280841 0.49930636 0.67429689 0.48019299] [ 0.34306796 0.47577346 0.58377047 0.80227432 0.6096237 ] [ 0.55594122 0.53037719 0.58726972 0.54658322 0.39000991] [ 0.59102073 0.45963813 0.41831586 0.41781004 0.48377279] [ 0.47793125 0.40211888 0.47207864 0.77703956 0.49860224] [ 0.48964708 0.46220787 0.43942557 0.44304541 0.37452207] [ 0.63824719 0.57295123 0.4211036 0.35619391 0.43629411] [ 0.22448176 0.66609348 0.30012044 0.76520697 0.54250681] [ 0.75744539 0.33301944 0.54856342 0.60007189 0.39160594] [ 0.64626938 0.45668681 0.59048364 0.28715939 0.37984239] [ 0.24613518 0.68966328 0.45503562 0.62506955 0.51579825] [ 0.44443391 0.576441 0.54052784 0.7298859 0.64847607] [ 0.49228074 0.49497853 0.61380494 0.66141485 0.35510992] [ 0.39837531 0.3982108 0.45104592 0.5388637 0.59373795] [ 0.38011226 0.57218181 0.52690477 0.3703474 0.39756709] [ 0.52034604 0.54854443 0.4233967 0.46505812 0.46296155] [ 0.39990098 0.66118652 0.41721049 0.5908626 0.42579854] [ 0.47545608 0.44935666 0.60197278 0.6029428 0.43501997] [ 0.40821065 0.63476947 0.45694685 0.70637486 0.51019767] [ 0.64982983 0.40120932 0.50611234 0.55853842 0.48270382] [ 0.53703456 0.50361937 0.62198088 0.4785849 0.49462707] [ 0.57590248 0.59496342 0.4066913 0.57390803 0.40715605] [ 0.2924048 0.74378768 0.34845446 0.76452732 0.44969589] [ 0.64209407 0.39278312 0.52878073 0.55783715 0.48998597] [ 0.55080395 0.50552853 0.44891925 0.29588702 0.41548095] [ 0.50108383 0.59307055 0.59903737 0.5408613 0.63060465] [ 0.58432585 0.4147882 0.52773499 0.58838255 0.41233568] [ 0.64885539 0.50595264 0.39077372 0.69129925 0.32617011] [ 0.54865108 0.46974113 0.48224408 0.74352262 0.45642855] [ 0.5887412 0.50552176 0.49631608 0.35126652 0.47774968] [ 0.80428484 0.44371525 0.53100471 0.26574555 0.39992475] [ 0.69129628 0.54049897 0.51516122 0.26801198 0.36473589] [ 0.58062318 0.43089103 0.58525757 0.59839799 0.42322442] [ 0.22990132 0.69394779 0.36436669 0.70894447 0.54835154] [ 0.42911061 0.58824454 0.48324138 0.74604821 0.33754712] [ 0.35418801 0.57334414 0.49531954 0.74160374 0.5739873 ] [ 0.39903429 0.47189438 0.4518951 0.67204983 0.41850411] [ 0.66116071 0.51023139 0.54637171 0.66450661 0.49433599] [ 0.75940295 0.47541957 0.61572121 0.32210263 0.44968636] [ 0.6203837 0.53383365 0.47955923 0.59391847 0.45729248] [ 0.67144884 0.64159824 0.32766855 0.57857379 0.52890833] [ 0.39798021 0.58375261 0.4664671 0.46758685 0.60003075] [ 0.78462544 0.45936454 0.52846226 0.34922634 0.47629612] [ 0.47188701 0.5924289 0.40650484 0.45290917 0.41448087] [ 0.72502722 0.45775116 0.62299526 0.35193498 0.44000696] [ 0.74318267 0.5201426 0.53551892 0.412535 0.48565869] Progress: 54.3% ... Training loss: 0.445 ... Validation loss: 0.732[ 0.50814626 0.38648355 0.50725246 0.76833518 0.46223635] [ 0.59045027 0.45409508 0.57659904 0.65631289 0.46860909] [ 0.47985655 0.53940037 0.3723601 0.51221299 0.46067297] [ 0.36202564 0.51528472 0.44627862 0.54743205 0.5779124 ] [ 0.3634233 0.504271 0.47335248 0.79044206 0.57508082] [ 0.78352908 0.44102504 0.55257932 0.28244773 0.33374568] [ 0.56781104 0.48703975 0.3834635 0.83021045 0.46563941] [ 0.30948794 0.62935227 0.31835316 0.70717176 0.52524383] [ 0.71638983 0.41401059 0.42991524 0.5393614 0.2848641 ] [ 0.72568925 0.57330425 0.44121871 0.36160116 0.33157725] [ 0.82156494 0.38375953 0.60953604 0.22099652 0.45696626] [ 0.76334848 0.3292223 0.48746835 0.21659873 0.37888574] [ 0.52524419 0.47539829 0.51429159 0.56359942 0.53687236] [ 0.60705709 0.51596748 0.35596489 0.60540205 0.40544604] [ 0.32722614 0.5327974 0.48808023 0.72931777 0.44592633] [ 0.66987189 0.51317557 0.51867666 0.40315461 0.4228579 ] [ 0.60471984 0.53968269 0.38850114 0.58578264 0.60816745] [ 0.57223739 0.33431795 0.37512389 0.32507909 0.49920715] [ 0.58033558 0.52154574 0.38260535 0.56354537 0.51494812] [ 0.20069287 0.51884731 0.51137004 0.67126865 0.61060331] [ 0.51016833 0.45522289 0.55037216 0.55281484 0.41774211] [ 0.55417038 0.35316327 0.56134658 0.37021047 0.49679374] [ 0.61238517 0.46008944 0.43024096 0.43426526 0.5306793 ] [ 0.69476262 0.45621532 0.40908121 0.31009091 0.42314834] [ 0.50639298 0.39793136 0.52162438 0.57720526 0.45559342] [ 0.48165099 0.67076645 0.55842689 0.51848734 0.44552308] [ 0.59941699 0.53380911 0.33263135 0.40760439 0.42084484] [ 0.70988267 0.42904257 0.57362643 0.51751015 0.42391618] [ 0.71009897 0.36183173 0.65147658 0.35649437 0.42598585] [ 0.35057724 0.70523688 0.36420897 0.71142607 0.38964238] [ 0.68146672 0.54642694 0.26992122 0.53203409 0.33909704] [ 0.64176667 0.56685775 0.38576391 0.28896402 0.25378895] [ 0.25126208 0.57855632 0.52425344 0.78190973 0.56333743] [ 0.70459076 0.41503224 0.64346797 0.28570332 0.51959782] [ 0.58951117 0.44424948 0.31637481 0.62464351 0.45906953] [ 0.45551876 0.46736958 0.55624544 0.41833887 0.554893 ] [ 0.82690246 0.45892874 0.55228924 0.23227745 0.41545307] [ 0.65531016 0.53672288 0.4943989 0.42938165 0.31103032] [ 0.24503693 0.51826164 0.53191628 0.70270563 0.68448677] [ 0.29796137 0.56885605 0.38429298 0.8158906 0.55855644] [ 0.37933765 0.56278664 0.56829803 0.61316763 0.45581953] [ 0.42541424 0.49264223 0.50266219 0.7140443 0.36441785] [ 0.37978024 0.52615478 0.44193155 0.56600119 0.632682 ] [ 0.61631242 0.61590213 0.26203823 0.45842406 0.38102296] [ 0.78373702 0.61631635 0.5420414 0.46163834 0.41049649] [ 0.11236573 0.59076901 0.46600833 0.92652248 0.66369151] [ 0.25842201 0.64500498 0.47150034 0.72159586 0.47781533] [ 0.18843408 0.58032339 0.6208347 0.85137225 0.75049776] [ 0.53013005 0.52426229 0.45175135 0.62378578 0.58804078] [ 0.23751984 0.6408681 0.32397994 0.80685793 0.60010706] [ 0.28986053 0.60577785 0.47309791 0.7917422 0.52220915] [ 0.64064923 0.4259627 0.52281422 0.58324841 0.4987447 ] [ 0.38176705 0.59502325 0.49127935 0.70313639 0.65980185] [ 0.34740279 0.5012703 0.51473397 0.54460859 0.66311948] [ 0.86091063 0.38426388 0.55830057 0.13981459 0.39178442] [ 0.21533764 0.71045819 0.36512063 0.76046833 0.51622894] [ 0.80290792 0.30015096 0.51667986 0.59647751 0.36221931] [ 0.49501591 0.61248398 0.42543551 0.52804365 0.69301641] [ 0.75315292 0.35521437 0.63839064 0.53438254 0.41026667] [ 0.67084105 0.53263441 0.38063085 0.39425119 0.37907683] [ 0.55956566 0.42068773 0.54456462 0.50807152 0.49407084] [ 0.29792438 0.67505352 0.43351089 0.72782898 0.45655993] [ 0.55618397 0.3734052 0.45484349 0.68497172 0.36923576] [ 0.39894009 0.58338741 0.46660847 0.4670886 0.59992851] [ 0.59896111 0.41614377 0.44980429 0.63845658 0.33727824] [ 0.36911913 0.50227357 0.42373311 0.52214249 0.35169221] [ 0.59122012 0.44468505 0.49044182 0.43420979 0.60212936] [ 0.84326603 0.3746987 0.4741854 0.25631849 0.42820503] [ 0.71867288 0.40992875 0.52463675 0.6797945 0.42663937] [ 0.75651312 0.44368587 0.50772594 0.36449595 0.40342676] [ 0.25734083 0.53293959 0.49450583 0.63795577 0.52352163] [ 0.52441256 0.51564763 0.50961847 0.67778098 0.44142311] [ 0.54525618 0.62262706 0.52905266 0.49776904 0.46028995] [ 0.67315177 0.36962266 0.49736442 0.51477883 0.48843128] [ 0.42761498 0.53306533 0.51324755 0.54528059 0.55751793] [ 0.55146712 0.35496955 0.65695563 0.62103622 0.46296219] [ 0.58503733 0.5845646 0.61361043 0.46170017 0.35161191] [ 0.19181851 0.59239462 0.42590624 0.81612375 0.47789213] [ 0.65400373 0.42350818 0.5901519 0.1324569 0.51418416] [ 0.33467298 0.64303152 0.56267188 0.60339408 0.54251891] [ 0.53193912 0.45270612 0.55029594 0.65571434 0.54141642] [ 0.61343614 0.45545823 0.53724792 0.59851994 0.33609302] [ 0.65389424 0.50721221 0.41067626 0.33597188 0.43646803] [ 0.56045647 0.55997148 0.52292957 0.43475826 0.3838751 ] [ 0.88054594 0.31590416 0.59013647 0.14418849 0.32009709] [ 0.62493118 0.57544863 0.55098802 0.25478191 0.44616978] [ 0.37149683 0.56250373 0.44872011 0.53126131 0.49784909] [ 0.59911477 0.43273199 0.61772334 0.68654972 0.49577463] [ 0.42118426 0.51396899 0.43173632 0.72456383 0.41166038] [ 0.50130785 0.60942961 0.42747004 0.51455261 0.53306454] [ 0.35359878 0.5499348 0.33655045 0.75158227 0.49827964] [ 0.68998733 0.53378858 0.45795232 0.32193913 0.40671555] [ 0.67005953 0.57157465 0.50353011 0.44098074 0.36236717] [ 0.8131 0.35670016 0.56680271 0.14902821 0.46112083] [ 0.59098989 0.48977728 0.55181005 0.71150112 0.46550749] [ 0.54830051 0.53371092 0.4062054 0.63329202 0.28571902] [ 0.474892 0.56741854 0.60354672 0.4336908 0.53229326] [ 0.51132073 0.61760421 0.53285674 0.6214307 0.582672 ] [ 0.59575816 0.69488808 0.3691574 0.62200127 0.44274676] [ 0.66364324 0.37428351 0.50839437 0.28299454 0.46176279] [ 0.42586427 0.54865864 0.43336806 0.51511679 0.5155484 ] [ 0.75164606 0.50105251 0.50200048 0.24684923 0.40538783] [ 0.34740279 0.5012703 0.51473397 0.54460859 0.66311948] [ 0.68788114 0.40466397 0.56278671 0.17056075 0.4244796 ] [ 0.50656869 0.60321463 0.42500117 0.4839014 0.46344591] [ 0.33693132 0.59862966 0.44068001 0.74934298 0.47219713] [ 0.32491611 0.56686233 0.52081846 0.69009152 0.42705531] [ 0.62127591 0.53342396 0.47971232 0.59336964 0.45716995] [ 0.63810443 0.41323243 0.54499007 0.48829083 0.50539716] [ 0.77277885 0.30640773 0.53151517 0.22727746 0.31640814] [ 0.69664265 0.5413233 0.45594985 0.45898957 0.37918416] [ 0.50653117 0.56806679 0.44450301 0.48471779 0.41066512] [ 0.84937012 0.35119071 0.54667601 0.1593292 0.4074211 ] [ 0.63284523 0.45295595 0.37402959 0.23146481 0.44383251] [ 0.20361429 0.6485914 0.45674348 0.87221534 0.62701644] [ 0.53222774 0.72640155 0.43378542 0.71196679 0.57197764] [ 0.63395529 0.57963573 0.38309519 0.48105093 0.42619127] [ 0.34522344 0.62779216 0.32115586 0.5932246 0.35614234] [ 0.83767649 0.35165941 0.63869385 0.32088806 0.37749256] [ 0.47847451 0.5216532 0.50955191 0.49318009 0.43469412] [ 0.67915822 0.39778409 0.50582147 0.29586885 0.38999811] [ 0.81400998 0.41252164 0.56108854 0.24363147 0.43933775] [ 0.80064785 0.4015214 0.47124321 0.30935416 0.3698945 ] [ 0.57532051 0.52368316 0.49072253 0.46959827 0.32240568] [ 0.3287418 0.58111884 0.41724748 0.66010584 0.39166428] [ 0.43754274 0.62002126 0.50245239 0.48168514 0.54211025] [ 0.65256141 0.42881226 0.57308397 0.58094755 0.3350502 ] [ 0.36405705 0.63844962 0.48270457 0.53892804 0.58786357] Progress: 54.4% ... Training loss: 0.445 ... Validation loss: 0.733[ 0.58816309 0.54260168 0.48913267 0.56510752 0.37715615] [ 0.26773157 0.46028413 0.39765777 0.66210838 0.68201672] [ 0.72429025 0.37108777 0.68619579 0.51179434 0.36278635] [ 0.29644819 0.47408016 0.52778856 0.72717295 0.5167534 ] [ 0.61800627 0.67142558 0.32021406 0.52333015 0.33250255] [ 0.26454111 0.61341288 0.38977273 0.70444584 0.51353714] [ 0.34979762 0.6994701 0.40652828 0.73601874 0.48968034] [ 0.44176901 0.53582561 0.45062417 0.70032913 0.47348638] [ 0.68867174 0.39416119 0.49740964 0.55641831 0.32170352] [ 0.26672984 0.5607689 0.47546126 0.61479008 0.47113277] [ 0.26265944 0.53218428 0.60401956 0.6867749 0.66607075] [ 0.75275896 0.42137238 0.42062854 0.3150745 0.32819422] [ 0.78605274 0.41289633 0.56444908 0.14986096 0.33367724] [ 0.37145461 0.67068967 0.45715818 0.57885404 0.35267321] [ 0.71467762 0.38462283 0.6527613 0.58316858 0.42693545] [ 0.39549936 0.5368973 0.38747782 0.68608976 0.59381034] [ 0.46539867 0.51657329 0.47375146 0.81227557 0.57462725] [ 0.42364879 0.54284899 0.55620543 0.65300427 0.46237561] [ 0.751525 0.62123509 0.35426 0.50381959 0.43384486] [ 0.64267416 0.63109173 0.36623909 0.56256506 0.42663969] [ 0.62944605 0.56374141 0.47263078 0.72553497 0.3485333 ] [ 0.27621903 0.65247265 0.47082433 0.72833901 0.47800777] [ 0.69207195 0.47834617 0.4197241 0.27043647 0.33179543] [ 0.48512364 0.41554463 0.41520365 0.55546719 0.48536628] [ 0.43063082 0.64821352 0.43328694 0.82707827 0.50218012] [ 0.60577499 0.37941459 0.46253937 0.32414504 0.36686167] [ 0.5745571 0.64675969 0.26909986 0.72766316 0.41318184] [ 0.27428498 0.58806071 0.48490779 0.77726948 0.53220508] [ 0.87309378 0.45535114 0.46645427 0.25293294 0.38757432] [ 0.67647419 0.59513242 0.44970878 0.4203505 0.43017727] [ 0.55063426 0.56791803 0.31480891 0.63218859 0.34943522] [ 0.73112515 0.47486439 0.46320322 0.56245217 0.4158139 ] [ 0.58471061 0.47420215 0.56044051 0.46081704 0.47847972] [ 0.73008871 0.53898874 0.3157434 0.50296088 0.38105442] [ 0.7207062 0.42273458 0.65497438 0.2578253 0.4908787 ] [ 0.64578454 0.36915748 0.52580396 0.25903297 0.6174325 ] [ 0.66450615 0.54903676 0.50540291 0.46691128 0.42973092] [ 0.37592377 0.49014843 0.3830666 0.77880723 0.40151486] [ 0.50494881 0.66266736 0.43814682 0.52590804 0.29613337] [ 0.57756052 0.43147503 0.48808683 0.43205483 0.42086715] [ 0.50147706 0.60525183 0.36486805 0.38714293 0.41813437] [ 0.7464391 0.34961656 0.54675966 0.46921557 0.37393963] [ 0.43210558 0.63790689 0.41689636 0.59548764 0.37299383] [ 0.49445961 0.47972162 0.59186517 0.6583929 0.49200289] [ 0.39559947 0.57776238 0.38535866 0.79594605 0.36463907] [ 0.37679414 0.63967851 0.41962724 0.6459602 0.5213775 ] [ 0.70603154 0.52656735 0.51961192 0.23988455 0.38617533] [ 0.48714039 0.49044555 0.44928684 0.77320127 0.48352414] [ 0.27024432 0.52449939 0.48821243 0.66190941 0.66019241] [ 0.21039782 0.51571517 0.60597969 0.80085736 0.76698398] [ 0.69676152 0.48306983 0.46740124 0.36094765 0.36281696] [ 0.50823376 0.51248119 0.50390233 0.65462777 0.42639718] [ 0.4905053 0.47942954 0.57106704 0.63768317 0.45205976] [ 0.48769431 0.54329568 0.41575961 0.50675252 0.49990813] [ 0.74172015 0.5790679 0.40662921 0.28562222 0.40326894] [ 0.24900496 0.66140537 0.45898197 0.80027625 0.48544005] [ 0.73564216 0.54469745 0.51362729 0.2969456 0.33493061] [ 0.68025762 0.50917186 0.50303888 0.3637556 0.4191583 ] [ 0.79992592 0.37217869 0.5531918 0.26337609 0.40975075] [ 0.38233937 0.56125905 0.50019475 0.83568315 0.53327067] [ 0.34291875 0.68852447 0.33000876 0.69920208 0.54076572] [ 0.57047683 0.4548651 0.44211124 0.40692689 0.4287634 ] [ 0.73640561 0.56224733 0.41551562 0.45285585 0.38728425] [ 0.43145265 0.60824713 0.44805476 0.69426194 0.45964917] [ 0.56047014 0.6021258 0.33809195 0.33736528 0.33699209] [ 0.66718382 0.40820709 0.55646469 0.420215 0.47150092] [ 0.22055378 0.60112251 0.33293791 0.73602058 0.46946838] [ 0.42345641 0.48976332 0.57839892 0.78204116 0.57499824] [ 0.68657734 0.34230809 0.50089943 0.55743944 0.30830958] [ 0.75004819 0.37455798 0.69438506 0.45537022 0.43044488] [ 0.70671354 0.64722646 0.51747449 0.44316987 0.40414151] [ 0.57636403 0.59509821 0.49161136 0.49700443 0.42130222] [ 0.66545067 0.47701869 0.57257645 0.66702365 0.28491837] [ 0.45755494 0.46750618 0.57681199 0.48244548 0.68087602] [ 0.73185556 0.46076446 0.57299956 0.32759832 0.43512267] [ 0.5324573 0.45600156 0.48998164 0.78678461 0.59573054] [ 0.54292853 0.42297248 0.42172263 0.49734858 0.51592773] [ 0.44476979 0.55667621 0.45893288 0.62780711 0.40704645] [ 0.73477787 0.37745934 0.65322562 0.27854339 0.50816794] [ 0.53068439 0.45697014 0.4810557 0.6958304 0.47064728] [ 0.64645968 0.55010584 0.43107343 0.45454985 0.44561955] [ 0.35965501 0.66114877 0.44063188 0.59070244 0.37416074] [ 0.7054661 0.46036726 0.47462145 0.1948375 0.41391188] [ 0.58057595 0.35502379 0.37055341 0.28865788 0.36225122] [ 0.63326049 0.50809024 0.59281197 0.66683819 0.40109121] [ 0.68605183 0.34709009 0.69007529 0.28560513 0.36346457] [ 0.62744747 0.45624133 0.48960196 0.39476926 0.4220686 ] [ 0.62173677 0.49181054 0.43287312 0.33956559 0.34898998] [ 0.35006222 0.67677927 0.45003068 0.57547753 0.43239976] [ 0.57753385 0.51578674 0.42365936 0.3449865 0.31648732] [ 0.7608649 0.36142233 0.68951816 0.45218729 0.41809265] [ 0.36306678 0.63655034 0.32883679 0.48746924 0.53228299] [ 0.78279758 0.37034248 0.52663147 0.24291054 0.47785797] [ 0.72120948 0.35817307 0.53775186 0.36011508 0.32857943] [ 0.52255417 0.64070924 0.39587242 0.63945438 0.46741677] [ 0.43288439 0.53694288 0.41744955 0.774957 0.39882136] [ 0.19573971 0.63337082 0.322138 0.75320099 0.59188367] [ 0.39559947 0.57776238 0.38535866 0.79594605 0.36463907] [ 0.31299583 0.4716148 0.50982391 0.52136179 0.64820654] [ 0.67226771 0.40230241 0.55843176 0.61412502 0.37651403] [ 0.43647639 0.61631297 0.42714107 0.63248291 0.49338154] [ 0.61685808 0.59954183 0.46942204 0.44567529 0.51210403] [ 0.29251825 0.73012042 0.37888488 0.7767569 0.38235504] [ 0.40461777 0.62612568 0.37710785 0.45840389 0.56245408] [ 0.29325317 0.69237067 0.3308438 0.75911698 0.4697197 ] [ 0.61432637 0.61992697 0.34218484 0.42540668 0.42021967] [ 0.31829005 0.51226296 0.40527446 0.56643416 0.37425878] [ 0.35713826 0.51958946 0.5006616 0.7551714 0.59005167] [ 0.52605603 0.56109753 0.3558787 0.56522307 0.42139214] [ 0.54771658 0.57688974 0.43066577 0.5558832 0.5699479 ] [ 0.6690882 0.36853309 0.54821487 0.5012933 0.42235438] [ 0.47635344 0.57433167 0.54042744 0.60761237 0.56235375] [ 0.33389945 0.6033395 0.32845789 0.72246784 0.48835693] [ 0.53687177 0.48161645 0.58852958 0.7884289 0.51284876] [ 0.49987859 0.47689963 0.55735421 0.55398265 0.46124589] [ 0.7497691 0.35561554 0.62749498 0.50169131 0.42812145] [ 0.50134918 0.52677639 0.55555986 0.7541813 0.57343284] [ 0.32961136 0.62884705 0.398436 0.78801763 0.45333413] [ 0.26454111 0.61341288 0.38977273 0.70444584 0.51353714] [ 0.3569547 0.48665763 0.54615073 0.69857535 0.57315235] [ 0.47336074 0.61542194 0.41197309 0.58740315 0.3328448 ] [ 0.4214911 0.65912843 0.41358625 0.62731795 0.39632105] [ 0.4728845 0.4859375 0.61212911 0.63763704 0.45239887] [ 0.39115681 0.60837207 0.50554194 0.77796354 0.4508615 ] [ 0.76872555 0.50227027 0.27927908 0.47251414 0.35476112] [ 0.57646406 0.42215612 0.43148203 0.75142177 0.45740588] [ 0.31804086 0.61162128 0.44146657 0.77433798 0.38912242] [ 0.35008439 0.59617227 0.45883734 0.6735133 0.36730601] Progress: 54.4% ... Training loss: 0.444 ... Validation loss: 0.731[ 0.50340665 0.43783035 0.56417785 0.43493728 0.5523167 ] [ 0.74163284 0.4376203 0.59167879 0.59696538 0.34682097] [ 0.68790048 0.5107102 0.56238756 0.35769067 0.44233151] [ 0.64994684 0.4966812 0.28559177 0.46653109 0.43078032] [ 0.56238752 0.33593104 0.50178652 0.38190462 0.51635281] [ 0.36267006 0.59006769 0.34966915 0.69892924 0.52620409] [ 0.28285844 0.62983751 0.32215811 0.76948397 0.54690401] [ 0.40798133 0.50966531 0.48530629 0.56464962 0.40468395] [ 0.70593355 0.40236669 0.58617681 0.26282539 0.41317339] [ 0.6352308 0.45966956 0.51355605 0.35604401 0.51949441] [ 0.59914372 0.45915461 0.4347219 0.23942773 0.46854701] [ 0.71038609 0.38572889 0.70704418 0.45584735 0.46585806] [ 0.44991093 0.40262513 0.60809666 0.42262773 0.5486089 ] [ 0.35688707 0.52562384 0.46094248 0.8146789 0.40502495] [ 0.86841811 0.303186 0.58738638 0.21357664 0.34235837] [ 0.36463813 0.60912927 0.50370709 0.71340959 0.65498521] [ 0.69217307 0.4612974 0.48032773 0.35820698 0.47635343] [ 0.59662165 0.44161694 0.44094297 0.62260836 0.35892247] [ 0.69915632 0.53584919 0.52435617 0.33414164 0.334159 ] [ 0.41820564 0.50599506 0.47202214 0.39798941 0.53827849] [ 0.37405283 0.51829745 0.49340839 0.47875983 0.60530657] [ 0.55235936 0.49010202 0.5264421 0.46257138 0.60388939] [ 0.81317772 0.46424068 0.46576764 0.38483704 0.4903276 ] [ 0.20766875 0.67208166 0.36463767 0.82997131 0.43837304] [ 0.71157556 0.50690089 0.43091186 0.50943874 0.49350149] [ 0.79988201 0.35849963 0.54611781 0.2627392 0.41341982] [ 0.58896212 0.64878806 0.32630518 0.49359617 0.3922785 ] [ 0.55292067 0.43916151 0.44144669 0.38886604 0.39179653] [ 0.42126678 0.53286421 0.483341 0.51748528 0.61144199] [ 0.57910977 0.61913682 0.6420997 0.57197856 0.55736491] [ 0.33082066 0.69030209 0.35218537 0.77938611 0.57072678] [ 0.21965676 0.6427352 0.4386948 0.79759132 0.42891086] [ 0.67420137 0.51358377 0.60176202 0.3231384 0.47210818] [ 0.25792954 0.49935674 0.38985609 0.84016268 0.58344502] [ 0.339572 0.6272779 0.57795173 0.64105949 0.55670647] [ 0.53195936 0.60498107 0.32777199 0.54010814 0.52747003] [ 0.61940415 0.4470527 0.41542918 0.39375277 0.41841644] [ 0.46003614 0.40297905 0.48114101 0.76030418 0.42705759] [ 0.63403168 0.50618527 0.48624723 0.64140707 0.51430293] [ 0.84108742 0.3534621 0.54371966 0.24302018 0.37394145] [ 0.46937148 0.64811697 0.40470981 0.67347646 0.4161001 ] [ 0.68618578 0.33985578 0.56995839 0.64000672 0.44117449] [ 0.300894 0.48590623 0.4737748 0.8716315 0.521013 ] [ 0.80047934 0.32341736 0.5691335 0.16419509 0.40953532] [ 0.38625785 0.57784306 0.52160744 0.80205438 0.45300698] [ 0.51829337 0.53270275 0.53172973 0.36290868 0.59303743] [ 0.56979834 0.4860099 0.38380857 0.82949737 0.46534165] [ 0.29790804 0.70132381 0.38822538 0.7018772 0.47152214] [ 0.68416011 0.44806143 0.35191911 0.23554193 0.29889653] [ 0.22374672 0.55341633 0.46184016 0.6463211 0.4452312 ] [ 0.71192374 0.51235771 0.36865154 0.34029003 0.37820353] [ 0.37540778 0.65885796 0.2282111 0.71049677 0.47403338] [ 0.617395 0.30163182 0.52362509 0.60077151 0.44195029] [ 0.5882502 0.53850744 0.44745855 0.58249578 0.39964927] [ 0.42271357 0.56995295 0.41485807 0.67220882 0.57641654] [ 0.31408232 0.62192926 0.36115553 0.82346701 0.36157004] [ 0.26192227 0.64521364 0.41085828 0.83285373 0.57148724] [ 0.75258317 0.33350217 0.60353522 0.26425995 0.42569844] [ 0.40321641 0.56769429 0.47280198 0.42028232 0.51358791] [ 0.50246141 0.64230876 0.33528857 0.6353494 0.49904333] [ 0.78342606 0.48020451 0.50052047 0.29486739 0.37128561] [ 0.79715699 0.5060388 0.34458062 0.44406676 0.26210827] [ 0.39313146 0.60936293 0.47993786 0.46659378 0.56066389] [ 0.76488307 0.40897047 0.50367027 0.6622631 0.39349363] [ 0.79157625 0.48881207 0.48609391 0.24651413 0.25390965] [ 0.41029665 0.50853249 0.45318862 0.41375052 0.48228583] [ 0.59665699 0.43326695 0.47434727 0.67297991 0.40341962] [ 0.51052627 0.52530558 0.36855409 0.39701671 0.41090516] [ 0.77023551 0.47586948 0.57730432 0.32649663 0.48167835] [ 0.35108662 0.52059826 0.36667887 0.62738307 0.5648754 ] [ 0.417843 0.53288994 0.53153879 0.76029265 0.52987059] [ 0.30999157 0.57015678 0.3895681 0.8576411 0.49487542] [ 0.50572964 0.52708916 0.42684481 0.44116531 0.44695999] [ 0.40720596 0.52063698 0.42816293 0.58343892 0.39131191] [ 0.73885856 0.5777376 0.40614664 0.38268946 0.50290611] [ 0.50424495 0.44879913 0.46192343 0.54901442 0.49779049] [ 0.48926345 0.56278614 0.4825729 0.51527816 0.38914731] [ 0.79660585 0.42167766 0.46250152 0.19290115 0.28864551] [ 0.40611427 0.52504187 0.40763562 0.71880589 0.38482221] [ 0.37209224 0.60445791 0.35224852 0.59174314 0.45867409] [ 0.62341957 0.54583065 0.33512089 0.5905587 0.41681615] [ 0.73767137 0.55152123 0.59408018 0.47566293 0.35660481] [ 0.22879164 0.59266437 0.50281495 0.71132869 0.59492398] [ 0.76885859 0.40516083 0.5287258 0.31834713 0.41134064] [ 0.65874477 0.48578325 0.4673568 0.36365725 0.46845324] [ 0.63180484 0.54411905 0.58856011 0.41477557 0.37701663] [ 0.60239767 0.46820013 0.5439528 0.35136454 0.37927704] [ 0.66475067 0.51756972 0.540719 0.44220058 0.4384863 ] [ 0.61804002 0.55355404 0.49637479 0.51527226 0.43011995] [ 0.31455209 0.5347057 0.37884914 0.8978101 0.55837752] [ 0.60011815 0.4427843 0.49403555 0.60185407 0.464796 ] [ 0.65912379 0.393118 0.56699926 0.39334549 0.47850424] [ 0.72611659 0.35289927 0.64633019 0.45636753 0.46204409] [ 0.76162259 0.44022267 0.48168731 0.25408091 0.39063862] [ 0.18642759 0.64441001 0.45465531 0.91657926 0.52438254] [ 0.66897737 0.36858484 0.54817151 0.50132191 0.42239717] [ 0.51745436 0.55103866 0.41349054 0.53305728 0.66342449] [ 0.74554527 0.409282 0.65113728 0.59122596 0.39829906] [ 0.71516148 0.4354964 0.64204244 0.6654816 0.40009552] [ 0.49878775 0.39820201 0.55388827 0.74531655 0.4554496 ] [ 0.37033004 0.50672063 0.42249282 0.83427734 0.46385261] [ 0.28643182 0.58560956 0.54853956 0.79143796 0.58634237] [ 0.50325938 0.60157569 0.43538273 0.50700974 0.41903602] [ 0.82825244 0.39531737 0.47232311 0.33874276 0.38955358] [ 0.31916386 0.46919405 0.38036408 0.682042 0.59412716] [ 0.43897441 0.51114848 0.51898847 0.76987122 0.5944317 ] [ 0.47825741 0.52730026 0.53085494 0.55290936 0.52751632] [ 0.31686577 0.54445031 0.48221372 0.72549989 0.40806069] [ 0.72710327 0.30711607 0.56142963 0.41862968 0.35697136] [ 0.82949957 0.58610647 0.47919478 0.34622809 0.37014416] [ 0.51983986 0.58749834 0.5599711 0.81374947 0.53146438] [ 0.61504497 0.47521548 0.35640404 0.38308119 0.30142578] [ 0.32324629 0.56140434 0.4928942 0.67445881 0.62984889] [ 0.76133956 0.40931607 0.61333929 0.33123586 0.50638384] [ 0.7874123 0.44693553 0.50477639 0.26098887 0.45375747] [ 0.61273967 0.50386427 0.62255691 0.38731801 0.43630493] [ 0.37605947 0.70035308 0.35687545 0.69131779 0.41546589] [ 0.59009266 0.68258149 0.46384763 0.53359805 0.47858694] [ 0.7540295 0.37664484 0.46175294 0.59410821 0.41594161] [ 0.71879181 0.39892437 0.56120219 0.40204611 0.33961961] [ 0.56663622 0.59548204 0.3781591 0.49027832 0.39306363] [ 0.78416239 0.48824271 0.48981395 0.34447283 0.28297948] [ 0.80865841 0.47898066 0.42927193 0.54700301 0.35549902] [ 0.73668628 0.43694511 0.39820593 0.40803106 0.57018843] [ 0.72745093 0.48791475 0.48278133 0.29213451 0.41917488] [ 0.43649986 0.49879779 0.45985965 0.63075874 0.35655144] [ 0.58422329 0.57658819 0.49895665 0.51597485 0.39383235] [ 0.52165201 0.51844659 0.49316085 0.81182474 0.54845944] Progress: 54.5% ... Training loss: 0.444 ... Validation loss: 0.730[ 0.81629144 0.35794328 0.53052722 0.14603468 0.38667785] [ 0.44452728 0.56608221 0.48019707 0.30175187 0.44432317] [ 0.65128554 0.54767236 0.36216123 0.5064009 0.3992885 ] [ 0.53087727 0.44949757 0.63043802 0.3422002 0.57411137] [ 0.83653542 0.50477345 0.56237127 0.25228892 0.39523373] [ 0.59978348 0.51458358 0.48033443 0.35154737 0.61271119] [ 0.63758728 0.62597884 0.48908111 0.66629201 0.51136395] [ 0.71782299 0.50231718 0.43976053 0.38964281 0.42103336] [ 0.33050532 0.61816762 0.42141917 0.53860764 0.56269839] [ 0.74499946 0.48423966 0.45134732 0.38128335 0.5220647 ] [ 0.51835861 0.55684337 0.57205525 0.58822272 0.44775812] [ 0.63175097 0.56480304 0.38845002 0.49684508 0.43538189] [ 0.34435163 0.7586636 0.31581732 0.74360329 0.48385605] [ 0.39792739 0.52380093 0.48331433 0.69874598 0.49737164] [ 0.73161848 0.46664072 0.53336572 0.19937799 0.50905858] [ 0.68100093 0.64677607 0.47896195 0.64511109 0.50418841] [ 0.27399158 0.56290222 0.4381291 0.68351338 0.58242334] [ 0.51024022 0.52642783 0.46584271 0.73986978 0.38996974] [ 0.46619784 0.54719092 0.46247324 0.70727394 0.52390266] [ 0.34246708 0.68878517 0.32985528 0.69928056 0.54094859] [ 0.34847739 0.59224952 0.53817537 0.65720755 0.4454068 ] [ 0.69757878 0.38922372 0.43475227 0.26599247 0.36573454] [ 0.15507518 0.71205428 0.42652984 0.81337573 0.65822317] [ 0.51841185 0.67053598 0.41440961 0.56677799 0.46288431] [ 0.5024266 0.51709696 0.45236498 0.44816537 0.49122913] [ 0.27122485 0.5267618 0.54101847 0.55133211 0.56725234] [ 0.53670168 0.50740104 0.43704322 0.51331947 0.49936204] [ 0.80370072 0.49019527 0.56912804 0.35762656 0.41922077] [ 0.41588264 0.57715213 0.41969257 0.53739105 0.40890368] [ 0.81632404 0.38942359 0.43265265 0.27639608 0.37659195] [ 0.45106715 0.52093327 0.35974477 0.45626593 0.49462237] [ 0.25539511 0.56892444 0.34367873 0.5854893 0.45219566] [ 0.54046984 0.58303537 0.4945859 0.43554914 0.43693668] [ 0.48476054 0.4944437 0.55192153 0.62444929 0.60945329] [ 0.40016659 0.6171217 0.32804929 0.64574967 0.28759559] [ 0.56924769 0.60471888 0.37940339 0.51683273 0.53865442] [ 0.48184525 0.53009909 0.45986091 0.59457981 0.42932237] [ 0.28036187 0.58861806 0.38629563 0.64088651 0.59240293] [ 0.80927385 0.54763031 0.48253183 0.32093648 0.40134788] [ 0.19185483 0.59223104 0.42592796 0.81588764 0.47791354] [ 0.59621224 0.38916585 0.49758722 0.29347798 0.45057125] [ 0.40413209 0.53017576 0.28234626 0.72712539 0.47019142] [ 0.62599413 0.47906375 0.53118189 0.52262458 0.49989866] [ 0.44437225 0.42444237 0.53709082 0.5550313 0.47378366] [ 0.78345774 0.61658773 0.54189867 0.46171249 0.41060298] [ 0.38382729 0.4401927 0.56646077 0.72766547 0.52521569] [ 0.39181113 0.58982815 0.53269205 0.59840608 0.4779653 ] [ 0.51303782 0.57218422 0.58148288 0.52415644 0.35357192] [ 0.38473407 0.46236925 0.66695564 0.67851619 0.60219423] [ 0.61496804 0.50505176 0.4579038 0.4083614 0.49696597] [ 0.3532485 0.56763122 0.41907908 0.50652371 0.54109882] [ 0.45286195 0.53196149 0.38411991 0.64611166 0.41625442] [ 0.44059723 0.36362657 0.50158063 0.6719964 0.57808437] [ 0.72358572 0.56246317 0.43529073 0.22918008 0.35168823] [ 0.26446482 0.58041102 0.58157916 0.80878345 0.72956148] [ 0.68803162 0.44851333 0.41248408 0.60122116 0.29378245] [ 0.68303678 0.4832031 0.49294164 0.38706952 0.40791415] [ 0.63719336 0.57076517 0.33254537 0.36784858 0.37509947] [ 0.6257603 0.36180059 0.51698607 0.49734336 0.40581701] [ 0.17375174 0.55490036 0.33218797 0.85804269 0.61035627] [ 0.76431769 0.46797967 0.63288991 0.26702632 0.52321907] [ 0.44460212 0.5600835 0.44880808 0.50937851 0.4985947 ] [ 0.65614969 0.41679322 0.44885632 0.59469372 0.3933401 ] [ 0.69752951 0.45149586 0.58630936 0.20910006 0.52507708] [ 0.56011495 0.62233674 0.45289478 0.56881696 0.35121656] [ 0.62122488 0.68103413 0.42213439 0.46531126 0.32491465] [ 0.57030233 0.41996087 0.5184933 0.27137799 0.47844807] [ 0.32390143 0.51107898 0.48485729 0.6130115 0.65531791] [ 0.19711946 0.68374379 0.39179619 0.8114655 0.64822813] [ 0.74223167 0.39463497 0.45985782 0.23333243 0.31994439] [ 0.34087788 0.56110737 0.43700025 0.6108579 0.45531675] [ 0.57966439 0.34388246 0.44903523 0.51051435 0.42135828] [ 0.42419109 0.46785312 0.46305045 0.80964806 0.51115202] [ 0.77868678 0.42203456 0.48393913 0.24228615 0.30342703] [ 0.48636552 0.64597994 0.30607262 0.60334568 0.35642811] [ 0.76010169 0.54708523 0.56817752 0.40897122 0.4350098 ] [ 0.45227059 0.55226174 0.48444478 0.32198308 0.44948994] [ 0.40991642 0.6632852 0.43204788 0.63740797 0.45556696] [ 0.59721549 0.41963922 0.47009354 0.44861139 0.51698309] [ 0.35384919 0.57016367 0.37973319 0.63917611 0.61077178] [ 0.6862413 0.43945648 0.51657071 0.41851508 0.46520348] [ 0.39941777 0.48588098 0.52342831 0.50831676 0.60182775] [ 0.70319975 0.53470974 0.51812513 0.4407123 0.50838852] [ 0.83573398 0.31514935 0.5401945 0.23675507 0.43071966] [ 0.83810852 0.31762608 0.59989897 0.16900429 0.38286296] [ 0.56309888 0.48887596 0.58194147 0.70657836 0.5384449 ] [ 0.56371546 0.43045958 0.57217304 0.63693719 0.46262544] [ 0.21070159 0.51546096 0.60604613 0.80056888 0.76699026] [ 0.69982827 0.32732364 0.59660687 0.42204102 0.39908803] [ 0.65947802 0.38456536 0.58446153 0.48351926 0.46024687] [ 0.48673021 0.49064347 0.44916285 0.77306852 0.48368812] [ 0.62826504 0.42472396 0.54389103 0.29088775 0.41441848] [ 0.47311458 0.57018601 0.2761985 0.66644303 0.52129538] [ 0.68327886 0.39388046 0.42711086 0.60664975 0.30143885] [ 0.69671942 0.46965015 0.5604037 0.22523111 0.44218621] [ 0.57227196 0.44746313 0.50434938 0.41723918 0.49587835] [ 0.63225699 0.58734962 0.51936432 0.44214007 0.43333579] [ 0.61877729 0.47538718 0.63677093 0.64764538 0.39691278] [ 0.73539045 0.56905321 0.35753109 0.44200076 0.4111043 ] [ 0.30013311 0.50554664 0.55824342 0.83109903 0.62828956] [ 0.32294481 0.58946678 0.54659381 0.63257904 0.58091279] [ 0.51945181 0.60851727 0.49932346 0.66389589 0.59133539] [ 0.53067206 0.45102587 0.4770678 0.73098763 0.46525309] [ 0.63672503 0.40299034 0.68580287 0.26263889 0.63588951] [ 0.580879 0.56219399 0.46570671 0.72066795 0.36155595] [ 0.33967575 0.66519539 0.32192824 0.5857622 0.45915063] [ 0.62317584 0.59411792 0.41868187 0.45863374 0.40811489] [ 0.52288046 0.5163571 0.50930964 0.67841691 0.44170108] [ 0.31751631 0.68218349 0.40084043 0.71249487 0.4544048 ] [ 0.19505911 0.55884954 0.52418992 0.69793383 0.52309586] [ 0.44829863 0.57959664 0.45417666 0.2873019 0.50299642] [ 0.83525622 0.34547923 0.5766704 0.14614155 0.3857769 ] [ 0.37770775 0.51142727 0.49470801 0.57873874 0.58268108] [ 0.43897809 0.47826902 0.46239163 0.7243114 0.42832537] [ 0.79605147 0.44152489 0.55066186 0.29555511 0.44722029] [ 0.60872776 0.48452891 0.47196939 0.56442803 0.37411178] [ 0.38090526 0.52941118 0.37240393 0.56422846 0.45931673] [ 0.4008203 0.64483013 0.38613902 0.70888828 0.48795946] [ 0.42799723 0.56248873 0.42427682 0.64369639 0.38197979] [ 0.77962585 0.49261763 0.54959267 0.33546233 0.32951118] [ 0.82586721 0.46215719 0.5758671 0.37807362 0.3629151 ] [ 0.83423646 0.54163345 0.47722745 0.32747825 0.44795262] [ 0.456603 0.54069056 0.47567133 0.43840708 0.4502391 ] [ 0.70350558 0.50763719 0.41486206 0.70577768 0.31314004] [ 0.73301226 0.45635951 0.42824983 0.36567156 0.35275328] [ 0.68536562 0.3959256 0.49662787 0.55827512 0.32229673] [ 0.4688695 0.6971343 0.31865266 0.70855973 0.56278328] [ 0.75656254 0.45236843 0.57383213 0.19382938 0.3738255 ] Progress: 54.5% ... Training loss: 0.444 ... Validation loss: 0.730[ 0.51995752 0.55163328 0.51337487 0.53072258 0.55120429] [ 0.40681016 0.49930028 0.51770867 0.47876084 0.51598708] [ 0.3382059 0.5453775 0.56439875 0.75161005 0.4918672 ] [ 0.32315401 0.39295054 0.49557348 0.61482153 0.65881764] [ 0.65996855 0.4496016 0.60430557 0.44193419 0.41126968] [ 0.68869582 0.5750698 0.54650339 0.46338748 0.46099675] [ 0.7325146 0.45734804 0.38156894 0.30179599 0.38959669] [ 0.48240643 0.68652274 0.3636419 0.78759979 0.54963669] [ 0.63049818 0.3987842 0.54272663 0.56200136 0.35078914] [ 0.56849165 0.58133458 0.55541258 0.49582389 0.40687742] [ 0.61189978 0.43971037 0.42312466 0.68499581 0.3950396 ] [ 0.3077351 0.64283683 0.36693044 0.88425575 0.53864046] [ 0.71904209 0.61009564 0.49665167 0.46362243 0.44985026] [ 0.60933788 0.48849603 0.47771632 0.43812101 0.38237337] [ 0.6961099 0.60979832 0.35924027 0.43172871 0.42569591] [ 0.68239632 0.45414963 0.43179656 0.31928702 0.37520753] [ 0.80037843 0.3092804 0.51393687 0.40156708 0.35618852] [ 0.71012848 0.34733079 0.61301017 0.40894042 0.38154692] [ 0.32277677 0.48045295 0.49893739 0.44966302 0.61221681] [ 0.68901745 0.40172869 0.50219748 0.61199519 0.2926178 ] [ 0.44376095 0.60135302 0.2961762 0.68297696 0.57113078] [ 0.55168272 0.6553208 0.30006954 0.6283159 0.48330963] [ 0.2861924 0.56976714 0.51356559 0.69928029 0.61387406] [ 0.28884849 0.5623151 0.46441535 0.8015364 0.5730649 ] [ 0.40106147 0.57469868 0.31721094 0.53570462 0.49235512] [ 0.58239183 0.48422396 0.47163423 0.36032895 0.55846556] [ 0.75849891 0.41691781 0.47564923 0.24466926 0.46616895] [ 0.80069286 0.40759911 0.35320536 0.3964297 0.34424181] [ 0.31693466 0.56002125 0.39403793 0.66029897 0.50350741] [ 0.41191135 0.5922592 0.44682071 0.57517493 0.40560694] [ 0.6712668 0.56320144 0.54239456 0.56373668 0.53209782] [ 0.47108557 0.59283035 0.40629053 0.45320436 0.41465551] [ 0.40399772 0.61189782 0.36981664 0.49070408 0.41185321] [ 0.43833807 0.58264804 0.42225009 0.74805157 0.3548095 ] [ 0.80650612 0.40041631 0.68171078 0.28412848 0.4247127 ] [ 0.84507774 0.41659661 0.65394561 0.1921387 0.31641254] [ 0.53167208 0.37956844 0.45092389 0.43229236 0.54734749] [ 0.42457457 0.52580824 0.55159014 0.66312737 0.58608065] [ 0.69338629 0.38680482 0.65501569 0.50864797 0.47632396] [ 0.42262957 0.52601321 0.53388085 0.60217263 0.49888064] [ 0.56441857 0.40517979 0.67297286 0.71338505 0.47525198] [ 0.36402542 0.48322716 0.60844497 0.60610326 0.55305639] [ 0.36768468 0.57293303 0.54994041 0.55803046 0.59293854] [ 0.7037166 0.58830022 0.51906175 0.41250788 0.47689665] [ 0.15632857 0.70925106 0.31036263 0.82320731 0.61082344] [ 0.73053058 0.31609145 0.42065207 0.35834355 0.35434268] [ 0.51236103 0.54912934 0.48587123 0.7193744 0.40092365] [ 0.14564414 0.7004172 0.3332693 0.79470103 0.59094748] [ 0.54672466 0.5230317 0.54084087 0.72404574 0.41672137] [ 0.3239502 0.66962331 0.33187626 0.81601204 0.58818036] [ 0.39771936 0.535926 0.50417053 0.68171839 0.67721721] [ 0.80637001 0.36763813 0.55524264 0.58304376 0.37578056] [ 0.73138499 0.46684405 0.53326144 0.19951488 0.50912915] [ 0.74300217 0.53634393 0.46170483 0.25274815 0.36588963] [ 0.67995006 0.53922077 0.4240524 0.59485258 0.47023387] [ 0.77892914 0.43751976 0.5355665 0.2610351 0.42533142] [ 0.47245002 0.54193163 0.45658469 0.59308171 0.41955541] [ 0.57835821 0.4850486 0.4456984 0.51854355 0.38827007] [ 0.44255378 0.52653266 0.47962601 0.54905074 0.45710759] [ 0.35965422 0.61435224 0.30044975 0.77418048 0.46705817] [ 0.33660327 0.60840803 0.37096273 0.62569245 0.48099763] [ 0.18405196 0.61080501 0.38974205 0.83193505 0.63923367] [ 0.46764245 0.54319848 0.39482292 0.60301338 0.48289907] [ 0.6896939 0.50154892 0.52329063 0.5105176 0.41257852] [ 0.65050068 0.41448733 0.61060445 0.5354392 0.4397296 ] [ 0.57038895 0.51508935 0.49693422 0.26102386 0.33654873] [ 0.80069286 0.40759911 0.35320536 0.3964297 0.34424181] [ 0.40390718 0.60781156 0.32986973 0.61178999 0.48815786] [ 0.22621009 0.54096967 0.39729472 0.83365756 0.53411279] [ 0.78094487 0.40176062 0.42888201 0.53593728 0.39274366] [ 0.1304867 0.5127153 0.43331616 0.90560224 0.6467725 ] [ 0.58535573 0.53150588 0.58490221 0.51682425 0.54425991] [ 0.73849492 0.41229542 0.61584652 0.58062074 0.31038602] [ 0.70106033 0.5349027 0.41791046 0.39850458 0.43423056] [ 0.53769815 0.52512036 0.45660734 0.57082275 0.37385085] [ 0.54851322 0.37151525 0.41953009 0.46431045 0.40297244] [ 0.77534307 0.38363128 0.61836459 0.1755781 0.39679929] [ 0.60704724 0.53869708 0.38882251 0.5841639 0.6078841 ] [ 0.57256485 0.48860066 0.28784339 0.34513284 0.41115704] [ 0.4813445 0.57174797 0.65692382 0.51085959 0.4037401 ] [ 0.69793292 0.44884081 0.55274877 0.18968061 0.27881997] [ 0.63440909 0.46986863 0.51851462 0.30807543 0.4667684 ] [ 0.54793408 0.5080581 0.5409734 0.67178922 0.35973596] [ 0.50888229 0.56648781 0.49357237 0.65697934 0.35346702] [ 0.688196 0.44158624 0.43525309 0.37578292 0.44596933] [ 0.29081497 0.5680893 0.40882209 0.69904116 0.46166562] [ 0.57047748 0.63061697 0.63544478 0.59617666 0.55140665] [ 0.50348679 0.48909807 0.38361617 0.50960892 0.43586208] [ 0.2837658 0.72025373 0.47580974 0.68884767 0.47313655] [ 0.39003617 0.69419192 0.37012899 0.76422969 0.47978466] [ 0.66718974 0.49410959 0.57046646 0.3159638 0.46347006] [ 0.5860832 0.53566157 0.43703469 0.67297449 0.50128723] [ 0.39800468 0.68175372 0.40154352 0.82200174 0.56601943] [ 0.58028244 0.51307692 0.49974768 0.42636 0.36460947] [ 0.54442962 0.32673746 0.44124094 0.48582948 0.49291994] [ 0.63495198 0.45458339 0.50765893 0.64481091 0.34441077] [ 0.64138029 0.45516536 0.43792776 0.66123444 0.31425767] [ 0.23670615 0.59727994 0.40893736 0.76133656 0.51759737] [ 0.75603202 0.5544903 0.56342737 0.43278763 0.46937853] [ 0.39363206 0.61719739 0.61532454 0.53518705 0.6318254 ] [ 0.64446755 0.57686317 0.46554 0.43917933 0.38497791] [ 0.42317877 0.49596921 0.5217244 0.67146569 0.49534584] [ 0.43608906 0.57863128 0.38017593 0.50012221 0.51361351] [ 0.61973958 0.36663389 0.70682552 0.67344804 0.4419861 ] [ 0.72980861 0.42391275 0.53461225 0.36802691 0.36300964] [ 0.62944961 0.55175607 0.41556949 0.36827362 0.3640766 ] [ 0.58656158 0.44336874 0.64559257 0.64137484 0.3569515 ] [ 0.5485772 0.57656312 0.43076476 0.55515992 0.569874 ] [ 0.82491177 0.41739252 0.54819632 0.28195294 0.35507699] [ 0.47667728 0.57896609 0.35833318 0.5149315 0.54060193] [ 0.36332201 0.67036067 0.39752982 0.6730837 0.46889751] [ 0.61200261 0.60154515 0.49455286 0.40580762 0.43159352] [ 0.753961 0.5971258 0.56527451 0.3771177 0.46014666] [ 0.40519744 0.52556672 0.40744013 0.7189082 0.38502591] [ 0.31592897 0.53880002 0.42062206 0.62237484 0.47487065] [ 0.36762728 0.52825855 0.50181174 0.73779432 0.56627488] [ 0.59694586 0.51929293 0.3949398 0.70159474 0.363343 ] [ 0.74044495 0.40154481 0.46560191 0.16102421 0.36077335] [ 0.77361049 0.50244887 0.55078229 0.22015624 0.50123884] [ 0.6522528 0.55310247 0.57720438 0.45382855 0.51813495] [ 0.50315466 0.52835033 0.46113433 0.36189795 0.53659032] [ 0.54301249 0.49345241 0.51570842 0.31716658 0.52550539] [ 0.80924419 0.31640671 0.55156772 0.18481855 0.39788033] [ 0.458116 0.58157622 0.57434437 0.50944862 0.45882454] [ 0.82040961 0.53323896 0.49892169 0.35280696 0.43004523] [ 0.63026761 0.58434812 0.50936745 0.4912342 0.38873696] [ 0.6747532 0.40764297 0.41602183 0.58442652 0.32194292] [ 0.38137023 0.56147933 0.3711027 0.80205575 0.47418032] Progress: 54.5% ... Training loss: 0.443 ... Validation loss: 0.729[ 0.7094147 0.30826731 0.66358227 0.51273884 0.35737574] [ 0.58555162 0.53159374 0.58486725 0.51662167 0.54429143] [ 0.4337482 0.50598687 0.57446107 0.7844823 0.49319981] [ 0.40262905 0.50899937 0.4764352 0.66397045 0.53034009] [ 0.51175475 0.44689181 0.50075618 0.56187542 0.42864186] [ 0.51155875 0.45473004 0.55058505 0.55167359 0.41760682] [ 0.61523907 0.55795458 0.42114297 0.56694848 0.41865716] [ 0.81971953 0.48147584 0.52463227 0.313481 0.33505521] [ 0.6328325 0.39633595 0.61694589 0.32135908 0.43050679] [ 0.46104544 0.59369677 0.40120641 0.55024552 0.56086842] [ 0.75041245 0.35962861 0.55957718 0.25590406 0.34959145] [ 0.37800602 0.54714509 0.44743508 0.77538549 0.50891236] [ 0.57348393 0.52062988 0.48087122 0.48611451 0.40035367] [ 0.46018762 0.51460796 0.55691435 0.44074132 0.51265931] [ 0.80541371 0.48040078 0.39894637 0.18657517 0.36695299] [ 0.38533839 0.51509222 0.29874282 0.75486983 0.44805566] [ 0.32679034 0.53930201 0.52950256 0.56613484 0.52051425] [ 0.67405593 0.27961753 0.57932821 0.25593238 0.36450674] [ 0.34977718 0.60284937 0.54627271 0.76000873 0.61086215] [ 0.71561557 0.51870726 0.46701465 0.53060218 0.44047439] [ 0.46050985 0.63029023 0.48835988 0.71780873 0.45844747] [ 0.73671024 0.3246489 0.43445527 0.19911603 0.354007 ] [ 0.62786108 0.42061952 0.54030482 0.60051937 0.5195304 ] [ 0.39138688 0.55067045 0.45282398 0.54254644 0.55201466] [ 0.74121002 0.49364691 0.52908274 0.39971148 0.47525859] [ 0.6154985 0.45210063 0.57520759 0.26243939 0.53623078] [ 0.34003537 0.46626993 0.48804537 0.83270258 0.50438787] [ 0.66165674 0.37517894 0.50800211 0.28402791 0.46207465] [ 0.16805109 0.66551513 0.43466066 0.59007932 0.68159368] [ 0.74340158 0.54842437 0.49198142 0.48744206 0.43137112] [ 0.69108602 0.43025394 0.3998003 0.17751201 0.36691722] [ 0.41737775 0.48269603 0.5191542 0.68873475 0.51826149] [ 0.79128767 0.52347479 0.60364366 0.35427508 0.42891729] [ 0.39654252 0.64341077 0.41890427 0.65022329 0.41171875] [ 0.7192411 0.61005525 0.49666484 0.46342803 0.44983919] [ 0.69992018 0.65574867 0.38553619 0.33152618 0.38402568] [ 0.48904486 0.47676842 0.59349331 0.68517534 0.35358097] [ 0.71771512 0.5135006 0.47047659 0.20248501 0.42689076] [ 0.87159096 0.4176998 0.36695046 0.35008293 0.38867214] [ 0.84851159 0.54765229 0.45358658 0.34312425 0.28062746] [ 0.37349654 0.62707426 0.41527928 0.56529149 0.40056389] [ 0.26744259 0.49485882 0.51047481 0.77423104 0.53081614] [ 0.55201032 0.51269744 0.35105144 0.5771548 0.43435885] [ 0.52539485 0.40637831 0.50204913 0.38328139 0.48882438] [ 0.49583194 0.46927051 0.56254917 0.4095414 0.69871925] [ 0.37088009 0.67959424 0.40788377 0.8047063 0.57172446] [ 0.40213526 0.4914119 0.46669173 0.66070721 0.38859349] [ 0.73660426 0.47766686 0.61671484 0.38289553 0.38283322] [ 0.56186869 0.54262948 0.43933035 0.26141297 0.39994062] [ 0.41090317 0.65930667 0.37146023 0.69868289 0.48518186] [ 0.71621757 0.54253082 0.45510551 0.39062379 0.4833096 ] [ 0.54709484 0.46127 0.4508745 0.50489157 0.52289748] [ 0.58726095 0.38308782 0.51527045 0.31799709 0.39560706] [ 0.28852455 0.54830389 0.52243277 0.76589049 0.40550376] [ 0.4780833 0.48378436 0.49529614 0.81426528 0.53200812] [ 0.52894485 0.5296803 0.59454979 0.51551517 0.51822915] [ 0.70068045 0.44962212 0.57683806 0.63556322 0.41332678] [ 0.8222983 0.36486852 0.58792763 0.17883045 0.42746006] [ 0.64312985 0.44307212 0.56421307 0.36606992 0.56126983] [ 0.34387837 0.58671403 0.54317471 0.73819988 0.48061223] [ 0.39466339 0.66772941 0.35703582 0.45742866 0.37477286] [ 0.53499139 0.37151784 0.59867622 0.72846783 0.51002154] [ 0.64917948 0.38987474 0.4573974 0.59895349 0.30960916] [ 0.35008489 0.56750791 0.51920576 0.60052532 0.60910935] [ 0.39157124 0.47972883 0.53463404 0.5580124 0.54196001] [ 0.37510512 0.6593924 0.22800766 0.71015507 0.47434741] [ 0.38904388 0.65647867 0.37126998 0.69059245 0.41608493] [ 0.54573032 0.56511956 0.54209623 0.63081276 0.59095262] [ 0.87471446 0.38052448 0.41585156 0.27928594 0.37799072] [ 0.16624674 0.74442256 0.41935024 0.77073555 0.46580885] [ 0.28764061 0.61432726 0.41586252 0.84855874 0.51969166] [ 0.55164238 0.6573193 0.3134147 0.4020805 0.366063 ] [ 0.66922577 0.42202768 0.56229257 0.37106286 0.41197698] [ 0.4691463 0.69732778 0.31856346 0.708189 0.56291157] [ 0.37213666 0.43708236 0.6340684 0.7184415 0.58949556] [ 0.42416465 0.65837597 0.43554192 0.52517229 0.36957414] [ 0.55343329 0.53994311 0.38298233 0.30096315 0.4246848 ] [ 0.47862229 0.42745937 0.61806018 0.34109612 0.46777744] [ 0.29533803 0.64717324 0.58395006 0.7156847 0.67341244] [ 0.35307796 0.58690776 0.53144559 0.76688764 0.60795067] [ 0.71108322 0.3897688 0.5234166 0.4192166 0.44876935] [ 0.87422844 0.34732148 0.60146394 0.12090508 0.28940652] [ 0.51677007 0.69080159 0.43793419 0.72063191 0.53548818] [ 0.28102644 0.55709901 0.46254288 0.70788723 0.55060403] [ 0.54479919 0.55934552 0.41899461 0.62991731 0.43646109] [ 0.7780749 0.55170927 0.51934718 0.46988793 0.45244023] [ 0.59475704 0.59732964 0.46679986 0.59229354 0.53070386] [ 0.63116884 0.50916063 0.5101825 0.45154959 0.41294053] [ 0.34760106 0.68351518 0.40558443 0.68927741 0.42498994] [ 0.47795328 0.5276594 0.53073016 0.55278846 0.52766539] [ 0.45966656 0.43595055 0.42387871 0.65354127 0.40457528] [ 0.74168566 0.56379795 0.43382795 0.35123265 0.40699428] [ 0.56573993 0.4401234 0.48517149 0.3697372 0.46061327] [ 0.41499311 0.4895176 0.55580583 0.73560805 0.50111161] [ 0.4909476 0.4986019 0.50237638 0.75219458 0.51820775] [ 0.49748825 0.40212066 0.4369994 0.42150099 0.58784062] [ 0.70435527 0.4152855 0.5205894 0.36206827 0.36945428] [ 0.50578199 0.45105177 0.5108989 0.4919806 0.61609849] [ 0.20651287 0.47126398 0.41887621 0.8700824 0.54432376] [ 0.37044208 0.58573 0.45838723 0.69311282 0.38789894] [ 0.50233137 0.46279262 0.53248522 0.77187116 0.52070421] [ 0.36065732 0.57144884 0.30274912 0.67457522 0.43570478] [ 0.73565454 0.43652812 0.50970023 0.29468781 0.51644668] [ 0.3338004 0.60381544 0.32824284 0.72217506 0.48862515] [ 0.2637929 0.65689028 0.32016321 0.81371341 0.44120494] [ 0.7745108 0.43268166 0.58762485 0.60400552 0.33729364] [ 0.47682309 0.55151813 0.48446513 0.64810279 0.48661274] [ 0.31582419 0.73018088 0.35270663 0.6880925 0.45787314] [ 0.29107781 0.69374644 0.34219175 0.78917981 0.58702298] [ 0.6435212 0.45208914 0.47359496 0.38546454 0.43761879] [ 0.7421174 0.37475832 0.53111066 0.39425881 0.35911678] [ 0.49247023 0.37342942 0.68916487 0.49165096 0.5272328 ] [ 0.55853333 0.50930655 0.62710438 0.588811 0.48094366] [ 0.48498533 0.55893565 0.47003839 0.80621037 0.5218924 ] [ 0.45000968 0.46799391 0.46259836 0.69029956 0.52754797] [ 0.46611328 0.58480631 0.56325956 0.63962999 0.55113142] [ 0.58709207 0.60299189 0.52574768 0.47676427 0.42779588] [ 0.7114597 0.4503208 0.49261524 0.43496989 0.40803011] [ 0.63975095 0.60884051 0.42821045 0.58608367 0.36487325] [ 0.31787439 0.56133366 0.53893211 0.8363222 0.67210967] [ 0.66645593 0.34087952 0.60168926 0.56104716 0.44251592] [ 0.6492802 0.68685848 0.29446701 0.52695385 0.41048713] [ 0.25137266 0.53864611 0.40401573 0.80720753 0.50682771] [ 0.61779768 0.41309112 0.37211639 0.4981486 0.52229889] [ 0.65205772 0.526412 0.45178387 0.31951052 0.31616804] [ 0.31356009 0.68926704 0.51221024 0.71674208 0.4732287 ] [ 0.67144034 0.55755796 0.56140121 0.53994527 0.43813526] [ 0.5925834 0.52408932 0.5246234 0.45713871 0.56032548] Progress: 54.6% ... Training loss: 0.443 ... Validation loss: 0.727[ 0.52544317 0.45251759 0.54494439 0.4376292 0.4903975 ] [ 0.38515083 0.46866753 0.44657723 0.78295625 0.60006585] [ 0.6935584 0.51624214 0.41745269 0.38402255 0.4149544 ] [ 0.52390532 0.40705054 0.50176571 0.38407562 0.48907334] [ 0.56760959 0.50508601 0.51560523 0.65098128 0.41113423] [ 0.71743427 0.39958232 0.56092021 0.40294985 0.33981121] [ 0.49067354 0.41258023 0.62985297 0.29010403 0.49726243] [ 0.54447096 0.55953184 0.41891886 0.63009209 0.43653179] [ 0.73901254 0.4816327 0.59633308 0.44106795 0.44013921] [ 0.728964 0.41440296 0.43356901 0.63542704 0.28640632] [ 0.39257665 0.61826665 0.47671159 0.78404012 0.5998751 ] [ 0.23373535 0.5804137 0.41778928 0.68005681 0.52430553] [ 0.59144355 0.42073695 0.49429633 0.54494758 0.37215254] [ 0.35056162 0.60703086 0.3573118 0.61596498 0.38145489] [ 0.53653724 0.54399721 0.45120051 0.39595551 0.48282125] [ 0.32225665 0.49763425 0.39571888 0.48511824 0.69598173] [ 0.72129086 0.47669104 0.42726934 0.44605769 0.4738234 ] [ 0.59845544 0.4410698 0.51666596 0.36594877 0.32958217] [ 0.43683345 0.50641983 0.40052733 0.34765764 0.38248093] [ 0.66683422 0.50903405 0.60128642 0.43042606 0.3927867 ] [ 0.72545111 0.41921809 0.55432924 0.29275185 0.41717698] [ 0.68498287 0.54723413 0.3438104 0.38311344 0.43687442] [ 0.81377479 0.3968707 0.43940733 0.28642754 0.32484054] [ 0.24131839 0.65037722 0.3834713 0.79472083 0.45411886] [ 0.73761496 0.49445484 0.3779674 0.40962707 0.40714598] [ 0.45781889 0.55722344 0.40859592 0.33439332 0.39153296] [ 0.85451894 0.47262295 0.56859789 0.31843335 0.31344943] [ 0.38635723 0.46697555 0.60962086 0.74610994 0.56533576] [ 0.32607514 0.61551259 0.39437192 0.65923816 0.42882065] [ 0.52847439 0.49571579 0.53440406 0.78106315 0.42459239] [ 0.42385966 0.51240505 0.33586366 0.71963266 0.39558233] [ 0.62308882 0.47572059 0.38446269 0.59106812 0.47713302] [ 0.60124613 0.52763291 0.42885786 0.55433559 0.46213965] [ 0.80007185 0.51047431 0.30890778 0.31399747 0.34110252] [ 0.64864013 0.46072905 0.46407815 0.28998669 0.37625846] [ 0.77663147 0.39426074 0.47527203 0.18113571 0.43846489] [ 0.69318497 0.55218929 0.40320672 0.296934 0.26520216] [ 0.51588899 0.57241059 0.35817496 0.43979486 0.50861833] [ 0.56180542 0.57907334 0.35787106 0.47882743 0.3245568 ] [ 0.68097844 0.65389699 0.41356066 0.58296006 0.49472857] [ 0.26546191 0.70800706 0.41428729 0.78448038 0.43931005] [ 0.62761567 0.54492281 0.49023349 0.32167636 0.44180154] [ 0.65712748 0.47222925 0.60360328 0.28848736 0.41563589] [ 0.37471203 0.70204058 0.42293573 0.68366982 0.50715072] [ 0.50095982 0.57187084 0.52022708 0.5966793 0.54648098] [ 0.50822927 0.49983789 0.58947296 0.64479679 0.49989714] [ 0.54015951 0.51871219 0.60438871 0.43299545 0.48943624] [ 0.74231845 0.49144083 0.51138862 0.38744401 0.38668442] [ 0.351025 0.52102025 0.3665127 0.62720991 0.56508697] [ 0.58356154 0.46391146 0.43937039 0.45746514 0.30766792] [ 0.25493552 0.7200763 0.40026048 0.84849039 0.53188638] [ 0.36396577 0.63830195 0.39758595 0.68422427 0.41740318] [ 0.6691856 0.56143164 0.59082595 0.37159286 0.52027671] [ 0.81382881 0.50623916 0.5635759 0.23587228 0.47303878] [ 0.72893078 0.46150496 0.36542909 0.42017698 0.44980613] [ 0.4377042 0.45159677 0.61202612 0.45004017 0.48525884] [ 0.5232496 0.6169297 0.34786313 0.62639143 0.37347198] [ 0.5811448 0.52137924 0.38261022 0.56279371 0.5149556 ] [ 0.47651563 0.47945561 0.36501799 0.55120203 0.43661442] [ 0.58909716 0.55012034 0.41907078 0.63759138 0.56527324] [ 0.72692872 0.49200978 0.45720802 0.31713285 0.4355336 ] [ 0.38207735 0.57023216 0.4790993 0.66258089 0.33351297] [ 0.65206951 0.49831595 0.4681343 0.22709263 0.28326185] [ 0.39607412 0.66759296 0.33625017 0.76059663 0.27364801] [ 0.80580276 0.46656491 0.63286592 0.17163119 0.43746075] [ 0.72332106 0.55514204 0.32988574 0.49569079 0.53331955] [ 0.57144537 0.4259517 0.5124187 0.33286383 0.47512963] [ 0.57195311 0.5213873 0.48055735 0.48702873 0.4006209 ] [ 0.55199792 0.47290485 0.4240426 0.25178888 0.30309733] [ 0.51536779 0.67171419 0.34002943 0.40218811 0.3591888 ] [ 0.41669092 0.53368976 0.53121408 0.76037364 0.53024895] [ 0.82279354 0.42330771 0.5553125 0.26535539 0.35693909] [ 0.23353494 0.61204166 0.45578984 0.82134726 0.43289817] [ 0.52104503 0.60425174 0.46896463 0.60967885 0.43755173] [ 0.85057859 0.57378103 0.39105707 0.542861 0.37438538] [ 0.7258974 0.54990185 0.54447928 0.61588063 0.41097841] [ 0.66018389 0.50822878 0.51888109 0.21962596 0.43072464] [ 0.25255267 0.58292299 0.50010317 0.83461638 0.60198283] [ 0.51508261 0.52508624 0.42588893 0.57638381 0.57394981] [ 0.46467061 0.48627758 0.53293534 0.34345389 0.50566994] [ 0.55076219 0.57928086 0.36757896 0.68952144 0.41148866] [ 0.53271534 0.47150502 0.48851925 0.60660978 0.41954375] [ 0.61195401 0.45587417 0.51015517 0.55914767 0.34849078] [ 0.77952011 0.6056319 0.41480644 0.57367655 0.43014381] [ 0.19776719 0.56334371 0.46799898 0.84695814 0.62398019] [ 0.74663857 0.32170261 0.6660365 0.36017697 0.31570684] [ 0.40293724 0.54494444 0.46530418 0.71520259 0.35806682] [ 0.52090227 0.529787 0.31895205 0.90591658 0.46306158] [ 0.555286 0.55757488 0.39814582 0.41755031 0.51033946] [ 0.41496336 0.47098552 0.43302008 0.62191752 0.44121853] [ 0.2518662 0.71114629 0.40064355 0.70606546 0.46238793] [ 0.51393702 0.4816584 0.54528426 0.60534163 0.44833289] [ 0.31821444 0.51700909 0.43553456 0.68106545 0.51597471] [ 0.38646919 0.69994648 0.31776575 0.73554043 0.46007546] [ 0.63379788 0.58459047 0.56609783 0.42434455 0.31893166] [ 0.62884518 0.62802343 0.40629689 0.64067412 0.3800822 ] [ 0.6379403 0.48284688 0.53661766 0.54583546 0.44748265] [ 0.46125498 0.50297934 0.49759352 0.42739274 0.4356677 ] [ 0.5940704 0.49489952 0.43210931 0.53562756 0.34062463] [ 0.222814 0.60568671 0.39454542 0.87271507 0.56911844] [ 0.27307783 0.62593965 0.37098784 0.78078 0.42918924] [ 0.63515486 0.48344579 0.3807037 0.37823709 0.38703258] [ 0.85022621 0.27938731 0.6057308 0.17646269 0.40365815] [ 0.67201377 0.35078446 0.54117297 0.44823323 0.31540541] [ 0.73476394 0.51129072 0.4257656 0.36041532 0.52768372] [ 0.50684248 0.38830374 0.62342833 0.2988625 0.53387819] [ 0.46928416 0.60771032 0.42636892 0.75318705 0.44024759] [ 0.65046167 0.47723503 0.46762063 0.4343712 0.38989333] [ 0.54918026 0.37133856 0.54117843 0.60984382 0.38740171] [ 0.87273904 0.37854624 0.58500882 0.16895384 0.44104038] [ 0.77725296 0.5523045 0.5190976 0.47062455 0.45264791] [ 0.66481415 0.58874694 0.55061406 0.60779703 0.45373369] [ 0.59031525 0.57809335 0.55140009 0.48376643 0.43218377] [ 0.65867519 0.52040921 0.53412966 0.21813671 0.60324591] [ 0.84695537 0.37307693 0.5846239 0.34695892 0.36594777] [ 0.78439215 0.4799092 0.65437505 0.22725071 0.44577575] [ 0.61022265 0.3927277 0.63187466 0.60160052 0.5021154 ] [ 0.32535268 0.65595266 0.44255153 0.64879583 0.43875971] [ 0.5918414 0.67069177 0.4060706 0.62269073 0.4498403 ] [ 0.37499484 0.65948022 0.22797152 0.71021918 0.47441469] [ 0.76365749 0.44988266 0.64994715 0.3515239 0.44199757] [ 0.20393253 0.59773797 0.4917628 0.79715155 0.48543834] [ 0.68991338 0.43969891 0.615152 0.33774252 0.44123211] [ 0.33069286 0.64847823 0.31112582 0.80207138 0.42226989] [ 0.68645215 0.52139639 0.29771403 0.35728705 0.38938288] [ 0.49204724 0.48140911 0.58858933 0.60447683 0.54791049] [ 0.59202703 0.49183557 0.4811295 0.68597526 0.34750948] [ 0.46784413 0.5678353 0.54259364 0.85629426 0.541624 ] Progress: 54.6% ... Training loss: 0.443 ... Validation loss: 0.726[ 0.68627105 0.41066778 0.40252887 0.22733397 0.38093508] [ 0.52165618 0.42639456 0.6528126 0.7002093 0.54013364] [ 0.52479887 0.46283917 0.33134321 0.5721845 0.59654201] [ 0.5637494 0.50912469 0.47890641 0.55725278 0.44262155] [ 0.74340411 0.52592834 0.6029827 0.40153866 0.42542654] [ 0.53168501 0.46721974 0.4393492 0.2940117 0.3909631 ] [ 0.78526264 0.38810983 0.49191227 0.21648325 0.35043335] [ 0.48040676 0.57008045 0.4552406 0.34633655 0.39077817] [ 0.47056885 0.5613269 0.56190104 0.72922527 0.39624666] [ 0.30298033 0.56422697 0.5296771 0.89895751 0.59917266] [ 0.4233478 0.65407432 0.58531909 0.68155181 0.43436182] [ 0.32524954 0.6297146 0.40201382 0.61401489 0.5246349 ] [ 0.47716493 0.68440526 0.340924 0.50067062 0.36858437] [ 0.51888836 0.52461713 0.55267406 0.68834424 0.35526405] [ 0.3663969 0.58000707 0.34489519 0.84348389 0.42955795] [ 0.21812501 0.60410632 0.46314767 0.82719047 0.48429473] [ 0.80761542 0.58476122 0.45097598 0.40641768 0.45680691] [ 0.50544021 0.55925344 0.36143679 0.69344644 0.2870065 ] [ 0.70310976 0.30181813 0.50834818 0.2130825 0.37297136] [ 0.7936953 0.51459677 0.50057948 0.29935615 0.47412837] [ 0.46229892 0.60545547 0.39880973 0.6257987 0.54153223] [ 0.45267402 0.63149718 0.54645358 0.70196533 0.58690261] [ 0.55087249 0.5171454 0.58515516 0.6631366 0.42368844] [ 0.37100975 0.5750678 0.43617879 0.77653049 0.52972668] [ 0.78093053 0.50130677 0.4452257 0.28646401 0.32093553] [ 0.49846764 0.63561988 0.45823277 0.74376824 0.42265288] [ 0.67022353 0.36755322 0.64118671 0.28789917 0.45196755] [ 0.89345337 0.49871901 0.56199126 0.26528157 0.33838175] [ 0.69408593 0.60812064 0.41170046 0.48753016 0.35257997] [ 0.73913481 0.49106309 0.542994 0.35832308 0.41569492] [ 0.50415371 0.5528606 0.43896946 0.80660626 0.36030726] [ 0.69991163 0.4596901 0.50848855 0.47520748 0.3893252 ] [ 0.55612555 0.37882309 0.5749245 0.36553428 0.41185372] [ 0.78369898 0.35894604 0.54301536 0.20303878 0.35249485] [ 0.66178991 0.49025391 0.4159273 0.44949462 0.4392414 ] [ 0.45243749 0.55203854 0.32513585 0.52524303 0.47348002] [ 0.36861172 0.61165552 0.55821212 0.79952529 0.66815543] [ 0.90660834 0.45239662 0.45589471 0.21701288 0.30539581] [ 0.66992468 0.60439743 0.52016858 0.64401999 0.48046744] [ 0.48352392 0.51410884 0.52507869 0.58271882 0.36484784] [ 0.6211842 0.50202186 0.49202599 0.35970983 0.58662963] [ 0.66484098 0.38066944 0.56060175 0.45042286 0.39373884] [ 0.78066341 0.5028697 0.43931507 0.20151718 0.37603433] [ 0.47300803 0.51367098 0.41051537 0.69082583 0.32811896] [ 0.34677311 0.59346287 0.54335132 0.87466808 0.5030024 ] [ 0.8535319 0.37469918 0.48596725 0.28454409 0.38566769] [ 0.61317254 0.45066936 0.43985515 0.43602695 0.2718606 ] [ 0.88525459 0.36889507 0.55376335 0.2197696 0.33985458] [ 0.6194757 0.63982342 0.38084092 0.7181174 0.37435385] [ 0.16024838 0.57284421 0.48154402 0.84843622 0.66790865] [ 0.77950133 0.45329608 0.54276446 0.21931166 0.55720443] [ 0.2510537 0.56074006 0.35266169 0.8990694 0.65945573] [ 0.27158521 0.5028004 0.56132736 0.79746069 0.64957871] [ 0.39610456 0.55631342 0.56401635 0.74388091 0.51842545] [ 0.73822111 0.58783262 0.50135888 0.38286674 0.45801295] [ 0.32335442 0.6347196 0.51262189 0.58871514 0.4440026 ] [ 0.73035228 0.42492691 0.59780467 0.61322666 0.41815814] [ 0.70191902 0.40288203 0.56276877 0.30647833 0.50724863] [ 0.68650108 0.4331881 0.49228207 0.38817922 0.54914036] [ 0.35112899 0.4176677 0.40861058 0.43144604 0.72275334] [ 0.71338759 0.43677374 0.64156747 0.66603535 0.40058928] [ 0.21160749 0.53672311 0.33349333 0.82549278 0.58320352] [ 0.50695263 0.57544023 0.56022936 0.52536213 0.4889172 ] [ 0.7580057 0.31523224 0.46790478 0.19566487 0.35607607] [ 0.47296461 0.57598408 0.53974144 0.60936014 0.56297824] [ 0.81309048 0.27298433 0.70516599 0.17598256 0.46418225] [ 0.76270395 0.3981984 0.66120947 0.28913598 0.40562177] [ 0.76785643 0.53516601 0.32742667 0.29733163 0.32327464] [ 0.54808439 0.646848 0.46301795 0.53153736 0.65403043] [ 0.57117607 0.53955015 0.42020836 0.4804449 0.53509717] [ 0.50421343 0.60848725 0.42779425 0.51221886 0.53285188] [ 0.426753 0.53623649 0.33808644 0.57165148 0.55471889] [ 0.38273884 0.59824756 0.4204349 0.81966734 0.49904028] [ 0.62701007 0.45912724 0.5204215 0.64616079 0.35057863] [ 0.44292919 0.44688085 0.46464491 0.53532424 0.42513964] [ 0.44274147 0.45354262 0.48332703 0.83122532 0.60044432] [ 0.81529847 0.32465905 0.47473579 0.29612227 0.49204895] [ 0.64843408 0.51530159 0.48446507 0.38958713 0.42604212] [ 0.63026254 0.54793435 0.52319082 0.34978291 0.53048038] [ 0.54732409 0.41840892 0.54353526 0.53739244 0.45646365] [ 0.64470686 0.41240549 0.53805027 0.68167086 0.30445313] [ 0.76008043 0.51310607 0.4653325 0.34408175 0.34594149] [ 0.38372529 0.47967899 0.58322602 0.66989628 0.61878022] [ 0.59525427 0.54926869 0.50592856 0.47895626 0.49418246] [ 0.69157322 0.50469592 0.36797281 0.66772491 0.51217827] [ 0.60535612 0.41168066 0.48110994 0.41186559 0.50718903] [ 0.54680688 0.56556412 0.43174003 0.57092658 0.53992987] [ 0.57170251 0.53394588 0.47875374 0.44161476 0.33909169] [ 0.20070335 0.69514036 0.43102177 0.80381504 0.54427029] [ 0.42870061 0.5393874 0.41640647 0.77590112 0.39982001] [ 0.79117135 0.47223524 0.61248684 0.40206271 0.36810579] [ 0.43342914 0.69261477 0.47020729 0.57413544 0.4172061 ] [ 0.51988365 0.67468882 0.37228968 0.50211142 0.35006746] [ 0.4650768 0.63441821 0.52146407 0.69933608 0.58620379] [ 0.47236861 0.59517156 0.38751633 0.50515547 0.40668658] [ 0.37502663 0.55667116 0.40580837 0.56246218 0.36638081] [ 0.47167957 0.44791736 0.53056659 0.48563932 0.62345392] [ 0.51425776 0.43044735 0.5853107 0.52890256 0.47383056] [ 0.70439074 0.43106542 0.49892917 0.43476879 0.44853751] [ 0.56652787 0.62818498 0.41922145 0.47726438 0.49339247] [ 0.60712525 0.39183091 0.51900374 0.2639734 0.47992885] [ 0.73208562 0.31898532 0.50561827 0.36184698 0.35639347] [ 0.64800634 0.46460568 0.42922026 0.40355112 0.35998395] [ 0.43525516 0.56809249 0.49461071 0.75289914 0.5312909 ] [ 0.44357379 0.55322626 0.41697955 0.64557743 0.36254874] [ 0.37505291 0.65160384 0.37220363 0.67670546 0.53595809] [ 0.64677008 0.52275222 0.45550918 0.43150932 0.40616441] [ 0.63634081 0.5787609 0.383373 0.47907129 0.42596166] [ 0.54678974 0.50490755 0.4764326 0.50580651 0.39754846] [ 0.64619544 0.4749064 0.5299247 0.55051173 0.42797236] [ 0.44760622 0.51332596 0.41130948 0.55534824 0.44653253] [ 0.72009547 0.32572373 0.59844868 0.65052066 0.41362307] [ 0.33262578 0.66357766 0.41532309 0.72033334 0.38138774] [ 0.76336451 0.4989693 0.43555857 0.24338 0.38671574] [ 0.5504881 0.60550181 0.38507297 0.75167664 0.48607313] [ 0.3878701 0.6861285 0.35428373 0.76220061 0.50620575] [ 0.67818729 0.4321558 0.59526571 0.30586256 0.51629185] [ 0.46338517 0.56611871 0.41349206 0.63989659 0.33734409] [ 0.6610961 0.45299861 0.62426389 0.45075438 0.40613267] [ 0.6929628 0.49901273 0.56189876 0.39180565 0.36052693] [ 0.37632888 0.55227777 0.52272031 0.4838686 0.43313631] [ 0.33345578 0.62919882 0.45963019 0.57237736 0.53186446] [ 0.59874706 0.61226677 0.38637363 0.49600856 0.34927443] [ 0.61155424 0.44815716 0.69901154 0.64803913 0.43184041] [ 0.44872982 0.57988243 0.45404174 0.28709414 0.50313389] [ 0.80918107 0.49234547 0.56342324 0.40072746 0.37761463] [ 0.68895405 0.44694154 0.5811651 0.53918918 0.41108385] [ 0.5284443 0.42419119 0.64694384 0.34604908 0.47634781] Progress: 54.7% ... Training loss: 0.442 ... Validation loss: 0.727[ 0.37211603 0.60966564 0.54062349 0.69693962 0.53975476] [ 0.53822517 0.51053376 0.42717978 0.56142018 0.45774457] [ 0.51810534 0.50205504 0.45634166 0.40739261 0.41675078] [ 0.82852929 0.35580698 0.43903441 0.38978152 0.40817968] [ 0.61756539 0.65354216 0.45840404 0.565425 0.36337903] [ 0.82005944 0.54247317 0.44522975 0.30304656 0.41152295] [ 0.46524144 0.46682473 0.42867853 0.72889659 0.52850936] [ 0.70312462 0.49224023 0.3703006 0.3909878 0.35381078] [ 0.38234613 0.56938351 0.53126099 0.81982704 0.4398507 ] [ 0.39846869 0.47259639 0.45155625 0.67173177 0.41885379] [ 0.66262943 0.41945522 0.47504549 0.58840457 0.32204615] [ 0.34858499 0.50085028 0.51489 0.54395142 0.66301937] [ 0.45752408 0.51749449 0.51555994 0.83834923 0.57546038] [ 0.49374473 0.62553787 0.43102325 0.50912903 0.36522025] [ 0.82271218 0.46698564 0.4085729 0.28384335 0.24023991] [ 0.70894167 0.32278272 0.62528113 0.51335414 0.44622855] [ 0.75155349 0.43763912 0.56991807 0.67788232 0.37378075] [ 0.48164374 0.61337624 0.57379953 0.65545415 0.52605109] [ 0.74821354 0.41153071 0.57114187 0.60019438 0.38548862] [ 0.24641696 0.57428423 0.51568976 0.85243208 0.57186024] [ 0.50739408 0.53629607 0.54529525 0.73418255 0.43349402] [ 0.57654591 0.58860535 0.6119924 0.46646692 0.35293227] [ 0.45007326 0.49054513 0.52984482 0.64955912 0.56473851] [ 0.59966449 0.44495603 0.65149533 0.60323023 0.48135071] [ 0.51913117 0.43278869 0.37934214 0.28656295 0.45275042] [ 0.32818454 0.70686232 0.45571925 0.60854815 0.56156615] [ 0.69727902 0.41696113 0.36782132 0.33912282 0.28245629] [ 0.54632131 0.59800847 0.51201867 0.51218932 0.48906107] [ 0.71477929 0.40207898 0.58867124 0.34110078 0.43515175] [ 0.62213444 0.37382059 0.5500827 0.53218482 0.37999553] [ 0.60974767 0.57222305 0.45209778 0.49969663 0.33786018] [ 0.70870464 0.53464854 0.4290993 0.41593762 0.39388981] [ 0.55927528 0.53450061 0.5561451 0.67184676 0.50711348] [ 0.73968222 0.45587035 0.57301187 0.31116824 0.40328819] [ 0.60038476 0.48517817 0.50510616 0.61593116 0.38862275] [ 0.35484856 0.59819263 0.48197458 0.71799285 0.35574839] [ 0.28036242 0.56037153 0.43892006 0.79786829 0.41428262] [ 0.66737285 0.35714126 0.52486463 0.30823325 0.46022568] [ 0.21933534 0.64046214 0.37963073 0.88964228 0.45750142] [ 0.45335186 0.54183476 0.55232814 0.71788165 0.53408877] [ 0.62475049 0.5943782 0.48614919 0.55342661 0.55114508] [ 0.57473152 0.44806222 0.56190955 0.5814484 0.57315771] [ 0.83203894 0.39053612 0.54236355 0.31901368 0.39160299] [ 0.71967452 0.46335493 0.51943196 0.293742 0.38731699] [ 0.47521406 0.44117077 0.68756864 0.55855036 0.51710905] [ 0.37666647 0.55503775 0.43067697 0.79184356 0.56488221] [ 0.32110981 0.5839827 0.40698672 0.60690429 0.60970323] [ 0.52472087 0.48629987 0.51497453 0.28495899 0.60136741] [ 0.44160909 0.44510072 0.60854897 0.71904689 0.37605373] [ 0.77515855 0.46845758 0.4076729 0.29305713 0.31904069] [ 0.62218099 0.53908202 0.39708191 0.68603254 0.57333593] [ 0.56918121 0.4831037 0.53259817 0.41700158 0.5739872 ] [ 0.61723303 0.53086647 0.51907391 0.457925 0.6106962 ] [ 0.67095902 0.47396802 0.36532813 0.40227546 0.41636784] [ 0.78259179 0.46082688 0.57922248 0.29456463 0.42900272] [ 0.73594408 0.50280536 0.36158865 0.53721105 0.43927312] [ 0.28924995 0.56167207 0.50787071 0.78119457 0.64376399] [ 0.6242857 0.44899384 0.52015688 0.60601073 0.29458966] [ 0.75354725 0.47700627 0.58022001 0.37808355 0.38495164] [ 0.62076872 0.41743868 0.55391861 0.34527601 0.49691876] [ 0.64284459 0.41633047 0.6429844 0.38830452 0.39129835] [ 0.87082207 0.3443457 0.54307104 0.14527482 0.37731655] [ 0.6018577 0.45348525 0.48188718 0.53325151 0.4426004 ] [ 0.4513853 0.42359122 0.42017743 0.58498839 0.61569294] [ 0.45561769 0.46047283 0.51801578 0.71018018 0.50573143] [ 0.72458926 0.49762498 0.45213925 0.34729707 0.47947273] [ 0.71018705 0.49285478 0.40274089 0.37433208 0.35568543] [ 0.3908087 0.67937261 0.35234705 0.56874084 0.48200686] [ 0.50545775 0.5333381 0.54411246 0.70102282 0.5000745 ] [ 0.4653956 0.57855266 0.52739278 0.48975281 0.5339082 ] [ 0.36687674 0.59092219 0.27841758 0.72250007 0.61589976] [ 0.39023936 0.65646738 0.41605273 0.64780549 0.41777013] [ 0.35226764 0.59402862 0.35268568 0.60751391 0.55259924] [ 0.45830705 0.68307588 0.29155385 0.63779961 0.37417983] [ 0.31767794 0.56735043 0.39145531 0.84242566 0.47881518] [ 0.54921426 0.45288303 0.42077271 0.70039035 0.44608285] [ 0.61533373 0.48214768 0.5764976 0.23294446 0.4947487 ] [ 0.74220072 0.34160749 0.60053441 0.42967846 0.4257424 ] [ 0.51599825 0.43072546 0.62153827 0.59214665 0.42132578] [ 0.37226834 0.66132978 0.3805244 0.83174105 0.67673869] [ 0.23312812 0.47443944 0.45391331 0.85645259 0.64487708] [ 0.57016882 0.55386484 0.57386596 0.45584054 0.40408803] [ 0.38860018 0.56922671 0.37726856 0.35255549 0.43901806] [ 0.65269061 0.60016979 0.44750653 0.4432451 0.35791193] [ 0.55512948 0.50144312 0.40673186 0.45083372 0.47481856] [ 0.72895874 0.43000266 0.47269783 0.31752353 0.45482371] [ 0.55142702 0.57815902 0.28959192 0.49809437 0.41825675] [ 0.60294717 0.6816685 0.26337137 0.4657565 0.32648476] [ 0.41435493 0.48841082 0.43814329 0.76843095 0.4746285 ] [ 0.75277348 0.32358577 0.52395525 0.64590942 0.36406914] [ 0.80186737 0.30939756 0.55857998 0.5839141 0.36361597] [ 0.57651367 0.58805202 0.45945324 0.45575586 0.40878605] [ 0.58550976 0.41232177 0.57442355 0.57131028 0.56011946] [ 0.65892422 0.42590177 0.59202779 0.20789997 0.53212319] [ 0.58209937 0.4581169 0.53826366 0.36175803 0.55330248] [ 0.53169618 0.56002901 0.50891454 0.58516812 0.52297006] [ 0.69457638 0.44026627 0.48087147 0.27573857 0.38993623] [ 0.64226514 0.46236521 0.57989678 0.54047112 0.50325264] [ 0.56708577 0.62245638 0.33833433 0.61564482 0.5269227 ] [ 0.38225047 0.52573762 0.53844217 0.55147282 0.49820596] [ 0.44514062 0.50469902 0.50854064 0.80418566 0.57962521] [ 0.5633135 0.48281136 0.64962165 0.417095 0.42242569] [ 0.33986365 0.54301984 0.52438554 0.73371822 0.54640658] [ 0.80102837 0.46151464 0.5771129 0.40820035 0.43042544] [ 0.59119196 0.57752847 0.47495514 0.60215926 0.47913149] [ 0.68919917 0.49276376 0.46235722 0.40211511 0.55581756] [ 0.58971889 0.45515338 0.51799498 0.42611752 0.44020032] [ 0.64376743 0.59087602 0.4639159 0.39969733 0.37457448] [ 0.30867534 0.64295463 0.36682993 0.88380843 0.53876995] [ 0.3919774 0.5563908 0.46990289 0.80100097 0.66564029] [ 0.61897169 0.55673617 0.61491321 0.55669791 0.49381143] [ 0.73001374 0.50548754 0.53656264 0.37098827 0.41917161] [ 0.57981066 0.65863445 0.35597838 0.55109596 0.47709615] [ 0.39496682 0.47419133 0.52408647 0.49153755 0.54603657] [ 0.55625939 0.45189982 0.43796138 0.39273248 0.54486878] [ 0.81277765 0.41188887 0.49292366 0.12593335 0.33652465] [ 0.35627156 0.62688313 0.37830875 0.61604003 0.38988387] [ 0.55371414 0.38141318 0.51783787 0.60485106 0.36181592] [ 0.54259475 0.46907928 0.48064407 0.61358435 0.44435439] [ 0.63002261 0.41233104 0.64081091 0.71113508 0.43480982] [ 0.72261754 0.43040907 0.48252674 0.29497922 0.49657405] [ 0.224004 0.59624352 0.42373798 0.65623844 0.55359444] [ 0.22556042 0.61139319 0.36020381 0.85154266 0.52468268] [ 0.74596782 0.53466849 0.49936188 0.23368738 0.48452433] [ 0.65921649 0.51012124 0.37379163 0.43523699 0.35516259] [ 0.27442401 0.63464965 0.30161515 0.70493197 0.53268661] [ 0.59319839 0.46616101 0.56025645 0.65333258 0.34509016] [ 0.59874656 0.51287206 0.52252906 0.70689751 0.39327966] Progress: 54.8% ... Training loss: 0.442 ... Validation loss: 0.729[ 0.5531741 0.60130735 0.50672077 0.44685 0.47350133] [ 0.45042227 0.69951771 0.30638006 0.70008147 0.48549328] [ 0.88098697 0.36386472 0.60672426 0.14389547 0.36906009] [ 0.54796639 0.38779983 0.44504208 0.58536068 0.52024739] [ 0.48354456 0.61197078 0.23160774 0.65468179 0.41727856] [ 0.80502456 0.56440365 0.47336268 0.39192552 0.42469732] [ 0.83376292 0.35957262 0.58488551 0.22203626 0.41332229] [ 0.79235245 0.25146302 0.53375189 0.58318312 0.35759892] [ 0.56104763 0.62346201 0.50196485 0.51380676 0.3631132 ] [ 0.73878106 0.41661038 0.63022586 0.59047142 0.41860523] [ 0.66283077 0.39105221 0.68279503 0.60103677 0.45027102] [ 0.63289461 0.42981102 0.57182709 0.36440956 0.52914435] [ 0.4857079 0.50351842 0.4430369 0.60056614 0.45614472] [ 0.45453031 0.61597804 0.49346201 0.65158591 0.43364443] [ 0.43794517 0.50710849 0.38518042 0.64001675 0.48919602] [ 0.6406419 0.60723345 0.45336033 0.47558405 0.38949583] [ 0.39607903 0.57190991 0.48235032 0.7159199 0.52853859] [ 0.27953258 0.68232831 0.251452 0.76292912 0.51304264] [ 0.55279586 0.67518978 0.25568873 0.7519179 0.46356858] [ 0.64737277 0.47642168 0.57550854 0.69301948 0.49011897] [ 0.3549146 0.69716947 0.41021605 0.78054166 0.46991663] [ 0.66369677 0.51817983 0.54046877 0.44260252 0.43870271] [ 0.34504064 0.57822172 0.45760894 0.72508298 0.43862645] [ 0.45365023 0.55964406 0.45348599 0.75506197 0.46486426] [ 0.67583965 0.40022928 0.40993919 0.12767258 0.32283541] [ 0.45729626 0.52928186 0.50070823 0.66760131 0.44955033] [ 0.54061405 0.51372218 0.38757169 0.64400118 0.29389281] [ 0.64605292 0.38290995 0.37793075 0.34996079 0.48010064] [ 0.73180114 0.43360874 0.4860053 0.29165392 0.42260944] [ 0.68234838 0.39841338 0.43720173 0.2126145 0.3254789 ] [ 0.6013468 0.63202123 0.41303937 0.6989188 0.51594793] [ 0.51956962 0.59184411 0.40200896 0.4982904 0.41549681] [ 0.53526959 0.4781647 0.40407545 0.39961458 0.37770372] [ 0.47007012 0.43297314 0.51568082 0.56112458 0.45734427] [ 0.72823108 0.34857255 0.50172905 0.31695771 0.41351445] [ 0.29899472 0.61696485 0.3531649 0.88205044 0.51548063] [ 0.43883876 0.5172705 0.60326868 0.72249724 0.43560972] [ 0.61205135 0.40469584 0.55574204 0.27891082 0.37542041] [ 0.83228878 0.41036822 0.43107323 0.39364644 0.41996497] [ 0.40572439 0.48297434 0.47278238 0.52793625 0.58405068] [ 0.72811913 0.31177023 0.6678122 0.50427566 0.42948032] [ 0.66476963 0.55723353 0.34803642 0.46486978 0.50024474] [ 0.62569172 0.54802488 0.37827818 0.40066344 0.52200113] [ 0.44984154 0.62601172 0.33125341 0.71529973 0.48732669] [ 0.59695036 0.40321413 0.63264595 0.57086607 0.4076417 ] [ 0.44058141 0.53158233 0.46888281 0.8375713 0.52816552] [ 0.74552505 0.52006851 0.4488943 0.3972167 0.43004703] [ 0.49287591 0.51998088 0.54522047 0.53172023 0.44450883] [ 0.38906004 0.46696942 0.44724791 0.78139466 0.59950804] [ 0.44200164 0.52433018 0.52712348 0.77880927 0.44730871] [ 0.32538916 0.73382078 0.40574067 0.80027057 0.40076664] [ 0.63551827 0.58025051 0.56835332 0.66130475 0.49365604] [ 0.57549749 0.56171742 0.51586207 0.57626444 0.55457279] [ 0.6895612 0.50780376 0.51632596 0.42165478 0.5454554 ] [ 0.31167002 0.59379416 0.38784835 0.80448049 0.41378383] [ 0.58456803 0.47197405 0.51177951 0.5570729 0.4454764 ] [ 0.71649051 0.26019383 0.61078123 0.52778566 0.44032319] [ 0.23146603 0.52486764 0.37671439 0.68541524 0.56095092] [ 0.67442595 0.46055758 0.48238283 0.22897455 0.42808613] [ 0.50659763 0.69492086 0.44682559 0.6853524 0.44381345] [ 0.22765449 0.65615721 0.42962307 0.89544321 0.46411727] [ 0.6270857 0.4619894 0.39314667 0.39994552 0.31961868] [ 0.42641293 0.46636462 0.45387625 0.65917752 0.51491773] [ 0.42954328 0.4289027 0.46341565 0.82166146 0.58027367] [ 0.30466945 0.64792188 0.43724466 0.87098205 0.49416792] [ 0.71875743 0.29783512 0.56676036 0.28325758 0.4348393 ] [ 0.6747126 0.59616399 0.44923764 0.42136039 0.43055213] [ 0.29478597 0.63203982 0.43566241 0.66427346 0.42437263] [ 0.73372257 0.47817755 0.59076202 0.45579845 0.41325956] [ 0.49620263 0.64011928 0.50345698 0.55368969 0.40216069] [ 0.58395848 0.42050949 0.57298274 0.4828887 0.37313321] [ 0.80505558 0.34434655 0.4941135 0.18491666 0.37624842] [ 0.67922486 0.48470871 0.47573086 0.22057774 0.46146586] [ 0.44631847 0.40526749 0.52587852 0.76022885 0.43626435] [ 0.78800608 0.42833316 0.43457412 0.38698224 0.53230887] [ 0.72079645 0.49931585 0.50091555 0.19867846 0.40191547] [ 0.45554251 0.58430783 0.34439985 0.53242357 0.44643909] [ 0.75673344 0.36452332 0.60919707 0.29215382 0.5071423 ] [ 0.27717649 0.68447201 0.42980466 0.70506231 0.50933784] [ 0.55409694 0.64857708 0.34276921 0.57886807 0.46470981] [ 0.61255248 0.53554415 0.43565677 0.29843106 0.59499591] [ 0.3349336 0.60341292 0.32836485 0.72156054 0.48856012] [ 0.64147807 0.52484458 0.41575876 0.56858141 0.33188986] [ 0.29942896 0.70104938 0.38829872 0.70061018 0.47154217] [ 0.35647348 0.58138268 0.46377895 0.75717347 0.55986496] [ 0.71156103 0.34685532 0.61318903 0.40791798 0.38140212] [ 0.63075267 0.54771359 0.5232936 0.34947026 0.53040478] [ 0.63664983 0.33327504 0.75300988 0.49147779 0.43296942] [ 0.51413451 0.40397997 0.46207535 0.71356944 0.50708615] [ 0.76139751 0.38479106 0.4447562 0.38332052 0.47185954] [ 0.71807814 0.45950934 0.45379052 0.2210123 0.40263945] [ 0.56893637 0.50461438 0.5157845 0.65019 0.41097057] [ 0.8022812 0.46695653 0.58944221 0.31100351 0.45343705] [ 0.29412387 0.53681174 0.55100557 0.65873629 0.47040446] [ 0.58510048 0.5141077 0.51981079 0.48804816 0.47112602] [ 0.56804414 0.46255073 0.53328128 0.26666806 0.3770136 ] [ 0.63554198 0.48089 0.53451457 0.25937335 0.51614333] [ 0.8055513 0.53452425 0.59499011 0.23515852 0.3912239 ] [ 0.19127749 0.64548668 0.36043593 0.90615647 0.47508024] [ 0.43205168 0.59525719 0.4557331 0.78311328 0.50119592] [ 0.66663297 0.42796903 0.47112285 0.20525285 0.27752487] [ 0.53903175 0.55252023 0.52719257 0.77094716 0.55664397] [ 0.73627518 0.51035427 0.42613941 0.35919371 0.52737978] [ 0.33673972 0.46161622 0.37540279 0.61063602 0.63286713] [ 0.55566334 0.35350371 0.65752168 0.6184064 0.46250548] [ 0.83108384 0.45294544 0.63337939 0.22079869 0.46309143] [ 0.55100763 0.7075145 0.3223327 0.62184342 0.45385836] [ 0.45038101 0.54336538 0.51941974 0.72688081 0.4522046 ] [ 0.82646546 0.38092969 0.50772965 0.20884492 0.40514089] [ 0.55771345 0.62696702 0.3711795 0.66014581 0.36617399] [ 0.73723753 0.3158068 0.70443449 0.40278672 0.40570568] [ 0.21748653 0.69524131 0.43648952 0.75399154 0.56120122] [ 0.41344481 0.63077598 0.42310065 0.68791136 0.45330826] [ 0.41835823 0.49401655 0.35065895 0.54070427 0.40336999] [ 0.46342899 0.48593328 0.49517318 0.58938791 0.60245934] [ 0.72305467 0.3789042 0.52677047 0.38383707 0.43814825] [ 0.55876651 0.42502967 0.41789371 0.58942744 0.35550082] [ 0.40904856 0.52490923 0.54376726 0.53565771 0.55773459] [ 0.50323743 0.43490227 0.43521956 0.79074419 0.55749398] [ 0.86615188 0.37712881 0.61536651 0.1385152 0.34208795] [ 0.43617182 0.64682773 0.40250228 0.52225138 0.36489571] [ 0.22477228 0.50909952 0.50146201 0.83089113 0.57762233] [ 0.68153554 0.44664078 0.40908833 0.34425579 0.42336727] [ 0.49757855 0.48879793 0.32921826 0.55548273 0.52496751] [ 0.20849253 0.71840054 0.37010576 0.87402421 0.6234036 ] [ 0.61753252 0.30842661 0.57510065 0.61428432 0.52211727] [ 0.30439548 0.69605849 0.48960427 0.8183728 0.68045376] [ 0.47321527 0.45686254 0.45815461 0.51031797 0.51865669] Progress: 54.8% ... Training loss: 0.442 ... Validation loss: 0.729[ 0.35532607 0.41571684 0.4093953 0.42916466 0.72222368] [ 0.2813934 0.73901004 0.32074419 0.82288364 0.59823646] [ 0.45018114 0.56029021 0.41404271 0.62635093 0.5471733 ] [ 0.51922216 0.50213735 0.60722057 0.68266076 0.60716388] [ 0.17859207 0.66465948 0.38884076 0.77456808 0.55003642] [ 0.82288119 0.43608227 0.48634188 0.29501379 0.427183 ] [ 0.53789669 0.55085342 0.48135528 0.47026616 0.55004279] [ 0.43624346 0.5336375 0.5448395 0.76331457 0.47032956] [ 0.80539154 0.49214533 0.56131183 0.22193336 0.42888169] [ 0.42860598 0.58936149 0.31514071 0.62048829 0.55913692] [ 0.41997869 0.51126781 0.4757328 0.43079171 0.56091832] [ 0.66295756 0.50291344 0.58212642 0.51974704 0.48281527] [ 0.76176305 0.47903031 0.40485199 0.63605593 0.38154035] [ 0.77931648 0.50245908 0.44476438 0.28725681 0.3212888 ] [ 0.48157699 0.57423805 0.46536901 0.62066303 0.5537901 ] [ 0.22826636 0.62376267 0.34499138 0.71657167 0.54289707] [ 0.55908744 0.50112215 0.50056842 0.80563043 0.51760465] [ 0.30758868 0.55722007 0.47704682 0.71822311 0.42724967] [ 0.8470531 0.37274633 0.51099759 0.21904132 0.41599323] [ 0.64618799 0.65982896 0.28288201 0.51845064 0.38184932] [ 0.40422896 0.72232113 0.29329152 0.62954793 0.4674939 ] [ 0.56485372 0.49179946 0.37668171 0.3143298 0.42611337] [ 0.76276522 0.49469813 0.59304335 0.44187964 0.4720089 ] [ 0.50012475 0.55323487 0.38146334 0.42371332 0.4810795 ] [ 0.59081733 0.54097868 0.46696313 0.54501805 0.49704933] [ 0.36399377 0.61560088 0.46760444 0.58396081 0.4188696 ] [ 0.65363381 0.53288738 0.45500334 0.53800473 0.5414634 ] [ 0.66743649 0.53375704 0.49383316 0.42212143 0.40118824] [ 0.62738108 0.47782102 0.5493388 0.3792284 0.37298564] [ 0.59906585 0.3729005 0.65255155 0.33985802 0.47702802] [ 0.67816799 0.48243324 0.40961926 0.4730328 0.47211691] [ 0.32656663 0.4954346 0.39656137 0.48240126 0.69538459] [ 0.47391372 0.53207884 0.38838575 0.57697875 0.50752795] [ 0.35996619 0.57931258 0.4061376 0.79655307 0.36785095] [ 0.47820744 0.68414005 0.34102401 0.49992108 0.36849844] [ 0.6869016 0.47923829 0.5073918 0.48991197 0.46579834] [ 0.38162843 0.66043156 0.32349891 0.76636149 0.50374118] [ 0.3211907 0.5656411 0.39212991 0.84122738 0.47826528] [ 0.67425247 0.60076275 0.34785713 0.35524013 0.39068383] [ 0.56665704 0.64277728 0.42086043 0.49730028 0.33265816] [ 0.19725832 0.58325365 0.48535415 0.84839015 0.55756683] [ 0.47376499 0.45645749 0.43569735 0.82143304 0.57407566] [ 0.72149476 0.48593523 0.5453367 0.15932483 0.42472936] [ 0.6959503 0.42950014 0.63665782 0.63641965 0.36665666] [ 0.59232061 0.44813256 0.40699375 0.60654333 0.4551165 ] [ 0.4871258 0.48464044 0.49599484 0.82003201 0.55198208] [ 0.67095899 0.52849157 0.44406064 0.41667513 0.43329152] [ 0.71238137 0.50665215 0.43096343 0.50819103 0.49351342] [ 0.68214729 0.44576954 0.50497581 0.28322626 0.47857952] [ 0.63083346 0.41232919 0.53100091 0.41377357 0.51297406] [ 0.56480473 0.47777477 0.6307189 0.56893414 0.51862789] [ 0.78557103 0.37767267 0.57529478 0.2577737 0.48404365] [ 0.63676834 0.3737298 0.61405958 0.50713581 0.35306471] [ 0.40543875 0.52923852 0.52624591 0.37243068 0.65984958] [ 0.75614391 0.36159614 0.55883418 0.35022689 0.35443385] [ 0.72872637 0.51772969 0.52204305 0.41398874 0.38340169] [ 0.50390984 0.50113198 0.58097962 0.69267112 0.44310168] [ 0.56202433 0.58177552 0.43997969 0.40746972 0.48686051] [ 0.48502828 0.51063554 0.44098525 0.66924418 0.47245177] [ 0.68893834 0.33895634 0.57034831 0.63789193 0.44090702] [ 0.47954644 0.60874972 0.44275305 0.75176856 0.49811512] [ 0.52687695 0.52371393 0.59403049 0.42203074 0.37074431] [ 0.67198772 0.63624965 0.37973766 0.56853618 0.41795795] [ 0.44267267 0.58715631 0.51328504 0.57536046 0.48113093] [ 0.58330637 0.48390687 0.47175392 0.35967352 0.55838561] [ 0.56606915 0.68048345 0.38877133 0.65973595 0.50452271] [ 0.54242807 0.59153013 0.4713074 0.46874386 0.50821263] [ 0.7326176 0.45673835 0.4280779 0.36559925 0.35288083] [ 0.2873871 0.44499891 0.42647281 0.81849129 0.52869827] [ 0.51155302 0.50828726 0.33829745 0.49417755 0.41347026] [ 0.73310751 0.45602736 0.45074656 0.27897386 0.34666471] [ 0.22212397 0.60544155 0.37956528 0.76827408 0.65177546] [ 0.55901583 0.5602224 0.58964379 0.52177021 0.4473183 ] [ 0.26750327 0.60714372 0.41226518 0.82174843 0.49507573] [ 0.59140325 0.56953073 0.44748292 0.49248796 0.41424045] [ 0.37093738 0.43174856 0.44036105 0.71121673 0.50824229] [ 0.34735963 0.61541587 0.47510913 0.7787805 0.59529552] [ 0.67493018 0.5944162 0.35806447 0.49713963 0.38043684] [ 0.70248834 0.54022429 0.42127695 0.51185386 0.34999726] [ 0.50748373 0.51080683 0.44356395 0.59424878 0.45937024] [ 0.72872637 0.51772969 0.52204305 0.41398874 0.38340169] [ 0.41524431 0.49003493 0.55513077 0.77673252 0.51670101] [ 0.5829595 0.60858726 0.39912763 0.58431681 0.48557629] [ 0.74150697 0.47101939 0.57691266 0.46603771 0.4227178 ] [ 0.49022696 0.54074533 0.45217745 0.54472455 0.52137021] [ 0.7783821 0.4272425 0.52234956 0.54090559 0.34019349] [ 0.45162983 0.57756207 0.50269936 0.5504545 0.63408846] [ 0.74106774 0.57692626 0.4378937 0.4002035 0.41284658] [ 0.72372533 0.4898475 0.41455307 0.32262165 0.34596356] [ 0.54201009 0.32423893 0.47531208 0.59138516 0.44154517] [ 0.44144141 0.50582311 0.62507646 0.7123728 0.58057166] [ 0.78142045 0.68562209 0.41250489 0.57726985 0.31665448] [ 0.41759469 0.48704285 0.43869595 0.76705943 0.47416838] [ 0.597552 0.63338995 0.30994885 0.51531411 0.39413574] [ 0.40674813 0.55783067 0.39716883 0.5647484 0.53429175] [ 0.30273336 0.62312789 0.35639415 0.66979265 0.48915646] [ 0.73558537 0.4791752 0.35208272 0.34178681 0.46110663] [ 0.54037014 0.39320929 0.47797133 0.33620243 0.4545775 ] [ 0.63108328 0.58435074 0.50932977 0.49056651 0.38879858] [ 0.50114355 0.67156085 0.33542534 0.74489397 0.50825354] [ 0.36403114 0.60730089 0.33756371 0.49115457 0.47268952] [ 0.50291027 0.49883588 0.44749451 0.30005449 0.4114669 ] [ 0.49571106 0.40880961 0.50004204 0.41678977 0.47532688] [ 0.31026814 0.55223379 0.4036659 0.81665587 0.55806778] [ 0.54598166 0.51209389 0.43111185 0.6103842 0.34742999] [ 0.81708333 0.40155368 0.67324853 0.24968366 0.37564249] [ 0.62730186 0.4897467 0.58561907 0.72262878 0.41893883] [ 0.58141964 0.57040182 0.47867216 0.55772266 0.42685409] [ 0.25706601 0.57851911 0.39341422 0.87390834 0.56683811] [ 0.52365171 0.62731474 0.32226577 0.60005518 0.30834479] [ 0.61355639 0.51298657 0.31735336 0.41720472 0.41709301] [ 0.70985921 0.44208875 0.53103565 0.48997704 0.37417551] [ 0.55382259 0.51595112 0.5856103 0.66174845 0.4232707 ] [ 0.40834004 0.55800241 0.42107205 0.61989562 0.53727337] [ 0.7405728 0.54180978 0.52477563 0.3964082 0.43188896] [ 0.61195501 0.60090999 0.47658375 0.64175051 0.34779769] [ 0.7915597 0.4884284 0.52443701 0.36485601 0.34431757] [ 0.74347273 0.38265621 0.58053915 0.23672163 0.41367619] [ 0.85041886 0.49729457 0.54665966 0.35612732 0.3599116 ] [ 0.72936827 0.42296406 0.41410297 0.24385216 0.40595504] [ 0.29984166 0.68372846 0.31843156 0.83473211 0.48345329] [ 0.69430918 0.42030864 0.61782389 0.24969979 0.39711671] [ 0.7042933 0.48597838 0.59698382 0.58263771 0.36587967] [ 0.63242532 0.445654 0.35593907 0.42943251 0.40817729] [ 0.37460896 0.70121218 0.36700092 0.77308586 0.36295083] [ 0.24029202 0.60668886 0.52743717 0.82254381 0.4799973 ] [ 0.27079767 0.60160418 0.46028938 0.87639212 0.69540861] [ 0.77785726 0.3839339 0.47755319 0.2476705 0.42708359] Progress: 54.9% ... Training loss: 0.442 ... Validation loss: 0.728[ 0.83791124 0.37618755 0.61485989 0.20906089 0.44080817] [ 0.5767429 0.48458859 0.57159713 0.33826357 0.52444816] [ 0.74068688 0.3432533 0.6602731 0.50875795 0.35814888] [ 0.44305817 0.50457052 0.43499814 0.65570801 0.55530213] [ 0.73218516 0.46246507 0.43688342 0.3101634 0.44289622] [ 0.54847344 0.5444032 0.64500951 0.6902099 0.57823486] [ 0.5292673 0.38806634 0.51441191 0.6412753 0.43599936] [ 0.58731234 0.40245159 0.52676159 0.56776949 0.3295787 ] [ 0.7832657 0.37977907 0.54769507 0.15153722 0.39843357] [ 0.7178205 0.49326326 0.54379434 0.40016585 0.45252997] [ 0.48270736 0.53876873 0.37251925 0.50986589 0.46058704] [ 0.56742058 0.40862024 0.55193068 0.28446688 0.56745796] [ 0.55459523 0.47103139 0.55489436 0.59634979 0.36768448] [ 0.78221327 0.50018084 0.50531384 0.22279842 0.38695462] [ 0.41379739 0.5715523 0.38468131 0.69012992 0.40060045] [ 0.33827672 0.566534 0.39584982 0.80132066 0.44610666] [ 0.41418496 0.66201398 0.47764842 0.60042841 0.46208316] [ 0.7312828 0.31956843 0.50534194 0.3622031 0.35659379] [ 0.36097019 0.50120558 0.44738547 0.7329108 0.43705152] [ 0.58018401 0.57341495 0.50679586 0.59408139 0.51064858] [ 0.59132448 0.594653 0.44146311 0.70338745 0.47418533] [ 0.39390569 0.56646536 0.47004634 0.79109753 0.48850573] [ 0.36990728 0.61885033 0.45417596 0.80092069 0.45108995] [ 0.7274416 0.46233971 0.39687841 0.43493977 0.37136478] [ 0.38553696 0.65136081 0.40697256 0.57871805 0.4122847 ] [ 0.71172362 0.46484902 0.40314663 0.32806019 0.3267872 ] [ 0.61257836 0.46365022 0.55532641 0.66237317 0.45538802] [ 0.78239955 0.45089263 0.54412077 0.2464307 0.41675481] [ 0.35210919 0.63766639 0.40813104 0.52775147 0.39954172] [ 0.30966377 0.62411574 0.43980349 0.85561724 0.40403096] [ 0.20929472 0.72809992 0.38970497 0.71974628 0.47025063] [ 0.59947368 0.59012938 0.42592043 0.47123562 0.60775051] [ 0.37215104 0.50428796 0.52462313 0.69341148 0.40524627] [ 0.50058295 0.54329246 0.55783724 0.6545569 0.41951641] [ 0.46805425 0.62992829 0.52583028 0.62805645 0.67057348] [ 0.58231946 0.46995328 0.57066966 0.67090263 0.48933668] [ 0.70974307 0.32257933 0.62537628 0.51271868 0.44612171] [ 0.59292368 0.42848702 0.52177682 0.48221031 0.45231954] [ 0.25983669 0.62259209 0.3361793 0.81249224 0.49908123] [ 0.57392348 0.52371467 0.48418596 0.70220906 0.32644752] [ 0.66355392 0.52514614 0.41994025 0.45015839 0.39240323] [ 0.81514852 0.40975372 0.57133006 0.21675374 0.42706308] [ 0.34093219 0.62643293 0.38820267 0.65591708 0.35949869] [ 0.42872787 0.64182721 0.33426839 0.55625788 0.56505108] [ 0.72281354 0.39248759 0.66928947 0.49217611 0.45783089] [ 0.42775513 0.4907724 0.51036904 0.50624586 0.58481823] [ 0.26020002 0.53134848 0.53697813 0.88310372 0.66688588] [ 0.65669789 0.48353592 0.56470108 0.67876628 0.49359758] [ 0.32512518 0.49644036 0.5402641 0.82300662 0.62159752] [ 0.69755184 0.3931114 0.45035566 0.53431179 0.29772887] [ 0.50121023 0.68532901 0.36453211 0.65791311 0.48217922] [ 0.67467282 0.44719937 0.45962519 0.30075443 0.45702565] [ 0.41052883 0.61887031 0.40515448 0.80849379 0.50184489] [ 0.85198272 0.36889588 0.56458613 0.20911503 0.42189342] [ 0.3799147 0.45080755 0.55676908 0.6662711 0.54353108] [ 0.75629354 0.40400985 0.50979778 0.28500599 0.51906147] [ 0.25578097 0.61848335 0.42934768 0.85783937 0.54758565] [ 0.6145013 0.5854383 0.5280864 0.46683392 0.43018905] [ 0.63589286 0.48694108 0.52186718 0.47660529 0.37603179] [ 0.44306005 0.53641405 0.33738589 0.74183786 0.47323721] [ 0.61504216 0.47089136 0.46590062 0.515604 0.56874957] [ 0.72295672 0.36161792 0.60919614 0.54862066 0.41064891] [ 0.61067813 0.49084608 0.51508489 0.40044806 0.41648216] [ 0.35962249 0.56200899 0.52720575 0.66552189 0.47091055] [ 0.60164131 0.51759476 0.52643913 0.41656774 0.39137976] [ 0.30259592 0.63121196 0.50718524 0.77158076 0.57867477] [ 0.52858632 0.53121601 0.37588235 0.57044566 0.37164206] [ 0.74248839 0.41042351 0.51198983 0.21447517 0.59301337] [ 0.63921871 0.51117609 0.42970647 0.41773176 0.4407832 ] [ 0.82656994 0.4123747 0.51239592 0.12788147 0.28812975] [ 0.5286895 0.50451041 0.5121274 0.50892297 0.52229894] [ 0.31983775 0.52267881 0.42921343 0.80521221 0.61432203] [ 0.42241176 0.48134865 0.44310492 0.61718243 0.4075639 ] [ 0.54500918 0.58125083 0.52044986 0.62018665 0.36783601] [ 0.66311455 0.5185022 0.54032923 0.44290478 0.43880005] [ 0.51316697 0.56760083 0.39943353 0.46891241 0.35731548] [ 0.54039965 0.44651326 0.50128643 0.50682532 0.45064379] [ 0.74857878 0.48637655 0.54362956 0.38580453 0.46132805] [ 0.61995025 0.53764744 0.55146138 0.48424385 0.43706304] [ 0.6790411 0.54318321 0.4396387 0.39957991 0.40765848] [ 0.20008159 0.73824302 0.40807421 0.76349596 0.53776345] [ 0.50556256 0.50732136 0.52652546 0.74948897 0.43643019] [ 0.61194696 0.38301442 0.45266687 0.58388607 0.54318123] [ 0.41376443 0.61510663 0.46562968 0.76802172 0.37747294] [ 0.63637294 0.52217381 0.4562147 0.60069401 0.35793839] [ 0.45834692 0.51717329 0.39572022 0.51064339 0.41556284] [ 0.81060486 0.46898673 0.49252427 0.29366739 0.39412997] [ 0.53734333 0.57871503 0.3453981 0.61641676 0.44917353] [ 0.37910145 0.65852026 0.35595859 0.52676466 0.32954206] [ 0.30747149 0.49210842 0.338016 0.86481432 0.46060045] [ 0.52843834 0.57830759 0.52748294 0.57324417 0.58512575] [ 0.48123024 0.5832737 0.43014646 0.5374027 0.47062654] [ 0.63033807 0.47989891 0.53844996 0.48552539 0.33956181] [ 0.70664121 0.45003403 0.54285355 0.51167456 0.45853829] [ 0.39732582 0.51868061 0.56228109 0.67646267 0.50328768] [ 0.81273486 0.45380848 0.42495626 0.30582042 0.44703133] [ 0.31877735 0.53777272 0.48253328 0.65891412 0.46949924] [ 0.39927692 0.65290527 0.41290263 0.59955079 0.45693291] [ 0.42306689 0.39113418 0.54727267 0.73846557 0.42256729] [ 0.45343078 0.55413126 0.47739422 0.58552165 0.45804233] [ 0.40532773 0.64573287 0.42196571 0.59991209 0.6016735 ] [ 0.46277178 0.59009363 0.51042921 0.49503834 0.59000576] [ 0.42787354 0.50186626 0.46724159 0.50082374 0.60687683] [ 0.26625861 0.63430863 0.51533225 0.89297258 0.52962266] [ 0.48444081 0.62233486 0.4658812 0.71072742 0.53924668] [ 0.5698147 0.70204541 0.31295018 0.49847613 0.35751908] [ 0.55182616 0.53954116 0.57378416 0.3650957 0.49796731] [ 0.27611612 0.65681061 0.33557437 0.73704699 0.46176064] [ 0.53994708 0.55963388 0.56425731 0.43790291 0.68032878] [ 0.55241162 0.65449928 0.47659724 0.57228567 0.37345362] [ 0.80365053 0.42046301 0.5486447 0.2046179 0.45116033] [ 0.38428133 0.61996472 0.37246745 0.6037578 0.56745528] [ 0.55479596 0.44436088 0.52833784 0.74923704 0.48395307] [ 0.54823073 0.4660562 0.44892432 0.47351881 0.49258205] [ 0.53995493 0.55673718 0.35698765 0.40840638 0.44427577] [ 0.39929346 0.59307054 0.3231689 0.66525927 0.38965285] [ 0.47060028 0.4793969 0.46287994 0.45521478 0.45836542] [ 0.60033865 0.52801133 0.4287047 0.55465685 0.46227425] [ 0.30048101 0.61659481 0.35329395 0.88154795 0.51543269] [ 0.59076667 0.48715521 0.52460675 0.55025227 0.62073858] [ 0.66831986 0.30878668 0.50121485 0.24001531 0.39753432] [ 0.39860542 0.52313178 0.30775707 0.51723656 0.34719881] [ 0.77891512 0.4671284 0.44172824 0.20500978 0.31056749] [ 0.38436953 0.72368402 0.40507989 0.73574108 0.38145922] [ 0.42853305 0.53167932 0.49236192 0.61950073 0.29828853] [ 0.37036759 0.46735142 0.50624771 0.79054849 0.51890644] [ 0.54294449 0.60952211 0.4256398 0.52106511 0.43990914] [ 0.43389079 0.43035594 0.43891831 0.48121186 0.46346408] Progress: 54.9% ... Training loss: 0.441 ... Validation loss: 0.727[ 0.50808961 0.63435925 0.27859257 0.4019627 0.48389646] [ 0.69371412 0.36062511 0.4331776 0.19642826 0.4007207 ] [ 0.75496623 0.36217917 0.55857356 0.35106236 0.35460599] [ 0.52300757 0.52553396 0.5932951 0.4242279 0.37131239] [ 0.53808289 0.53409817 0.34605118 0.5431071 0.48124826] [ 0.53041152 0.54969833 0.43906106 0.53896476 0.37511061] [ 0.69544401 0.45296821 0.58572411 0.21014738 0.52555691] [ 0.75973818 0.47984419 0.51593103 0.22900304 0.39270956] [ 0.62041858 0.54485642 0.61419347 0.38300334 0.39058871] [ 0.58801722 0.46284388 0.50399146 0.33467114 0.50158689] [ 0.58204536 0.45860972 0.56340354 0.55724032 0.41732469] [ 0.75282124 0.31547828 0.56451317 0.31847587 0.4413392 ] [ 0.72693807 0.46096638 0.61955579 0.26104577 0.5263983 ] [ 0.65876776 0.53420429 0.34050714 0.2850979 0.36474377] [ 0.3490599 0.69106565 0.329761 0.73673115 0.41465081] [ 0.34181019 0.69963747 0.29293259 0.74677654 0.54327827] [ 0.73107671 0.26046198 0.49558103 0.32058972 0.43016139] [ 0.8377574 0.36074108 0.54184535 0.13679594 0.44717922] [ 0.44258855 0.56408108 0.35912767 0.50156521 0.50812748] [ 0.41221208 0.57027523 0.401958 0.61596784 0.50947229] [ 0.77065156 0.52690215 0.57562116 0.37827277 0.42248801] [ 0.50062815 0.49961399 0.49123524 0.43166212 0.39732856] [ 0.52996067 0.39627614 0.45236144 0.35003307 0.53073144] [ 0.34368517 0.55908173 0.49799541 0.7696693 0.53914653] [ 0.47579923 0.43001812 0.36224257 0.46421325 0.48136269] [ 0.63975797 0.49934739 0.5115092 0.78221908 0.49975043] [ 0.30071867 0.57124205 0.55562174 0.75400319 0.61773166] [ 0.49170446 0.40910646 0.41069007 0.48483073 0.45152684] [ 0.31310735 0.52249585 0.52132014 0.59229267 0.52204192] [ 0.31890331 0.47786978 0.32882155 0.83533256 0.45019402] [ 0.78097922 0.43447871 0.44892413 0.30111442 0.36335898] [ 0.35377621 0.53837526 0.48694244 0.74659444 0.5704286 ] [ 0.47760302 0.35825138 0.54765591 0.36837975 0.60014118] [ 0.86084579 0.49031283 0.51367575 0.26611149 0.39723898] [ 0.72005444 0.31905912 0.52964288 0.59850082 0.47014169] [ 0.36206722 0.62934166 0.46700877 0.75566985 0.34268503] [ 0.78640936 0.52170553 0.64143964 0.15398709 0.46195664] [ 0.69455457 0.48814198 0.56475974 0.32451998 0.4399697 ] [ 0.49568906 0.51887225 0.56562922 0.41401676 0.50793305] [ 0.48576913 0.61334957 0.51647891 0.65793324 0.45671601] [ 0.59131572 0.42117814 0.49407298 0.54486256 0.37227701] [ 0.64502409 0.43067388 0.52185843 0.23085283 0.50533566] [ 0.54273263 0.58413499 0.46447987 0.67644743 0.49581352] [ 0.66342959 0.43852137 0.52049758 0.62468244 0.49562242] [ 0.38294713 0.51679666 0.45706575 0.66303737 0.38918268] [ 0.5750272 0.35685671 0.4667797 0.3490479 0.45880716] [ 0.70700737 0.51144646 0.53261915 0.24942023 0.33260651] [ 0.29855785 0.6249665 0.46857071 0.64537084 0.41523888] [ 0.76296687 0.53505044 0.44466147 0.42461567 0.36526591] [ 0.41332857 0.66770873 0.34096068 0.75255255 0.38036681] [ 0.32741075 0.4603383 0.37743281 0.70301963 0.4324782 ] [ 0.46653266 0.45626587 0.51837058 0.44246617 0.59800865] [ 0.47102566 0.51462338 0.47446518 0.80969691 0.57420653] [ 0.58973672 0.57984845 0.49453701 0.47421852 0.47794619] [ 0.6354548 0.42007692 0.44361173 0.6192509 0.32773605] [ 0.72378817 0.41285511 0.6416829 0.53319347 0.4547434 ] [ 0.70326675 0.42099096 0.49706781 0.31725034 0.39102446] [ 0.4846355 0.5271257 0.39730988 0.52500997 0.54199275] [ 0.63325313 0.3938706 0.59564558 0.35384178 0.5123861 ] [ 0.70755936 0.48011318 0.47593559 0.33556782 0.48484734] [ 0.44541156 0.60587264 0.41342246 0.42034745 0.38556051] [ 0.40611563 0.64713178 0.45283428 0.48299638 0.62596122] [ 0.63374648 0.48984121 0.54998237 0.70653144 0.41119665] [ 0.70100862 0.39269253 0.47466855 0.32462056 0.44364867] [ 0.45334248 0.57567671 0.49691594 0.69212538 0.49828915] [ 0.71074098 0.45078569 0.49241233 0.43511203 0.40818494] [ 0.66339039 0.44018524 0.38662059 0.33256725 0.42959166] [ 0.62248612 0.4914426 0.39215053 0.47129521 0.43166489] [ 0.42704123 0.63429555 0.41359079 0.43589836 0.47083804] [ 0.47602635 0.58385922 0.43803191 0.71850753 0.56651404] [ 0.45622904 0.6617203 0.47368593 0.73776129 0.60973902] [ 0.26818084 0.72746349 0.27118894 0.82291633 0.61404255] [ 0.75626715 0.46544333 0.55577119 0.33239805 0.40818184] [ 0.51550066 0.37764286 0.52587397 0.40693381 0.47359454] [ 0.69737261 0.47257014 0.51429028 0.42537717 0.46144806] [ 0.75652538 0.38334706 0.48993167 0.25694559 0.33083694] [ 0.43533527 0.52949735 0.42813578 0.54105405 0.43283023] [ 0.56155456 0.48495142 0.3845038 0.3472904 0.43666078] [ 0.64160914 0.48968193 0.37080283 0.27852762 0.34347008] [ 0.37249579 0.65707587 0.39021825 0.60432315 0.38888556] [ 0.58858827 0.34840228 0.51481095 0.44888506 0.4964037 ] [ 0.70539302 0.4140147 0.55756524 0.48365121 0.48856214] [ 0.59244277 0.52417745 0.52457787 0.45720401 0.56034934] [ 0.53466706 0.57736073 0.34337147 0.55923948 0.49090867] [ 0.23487188 0.5541942 0.30393746 0.81254344 0.59748251] [ 0.82302997 0.40325365 0.50996319 0.43679533 0.38521399] [ 0.53695533 0.45143874 0.53279624 0.6039594 0.4362869 ] [ 0.68893659 0.52545796 0.54448987 0.42372963 0.50314363] [ 0.3794561 0.51062043 0.59272185 0.79569064 0.49084273] [ 0.49558962 0.49007651 0.52836729 0.42523449 0.45793894] [ 0.60888376 0.54944681 0.55170983 0.42716584 0.39771789] [ 0.42853537 0.41858289 0.45842577 0.81044746 0.58329534] [ 0.60024585 0.49297067 0.52791125 0.70509682 0.53134397] [ 0.25651211 0.71629028 0.29310855 0.83026162 0.61848425] [ 0.25165961 0.7115292 0.40040671 0.70606218 0.46263002] [ 0.67270582 0.44326129 0.52188905 0.23910862 0.39721661] [ 0.78593316 0.3609441 0.59891589 0.18108592 0.45064837] [ 0.74498504 0.52219254 0.4274258 0.32276492 0.40898224] [ 0.59374637 0.37873774 0.44632473 0.24362723 0.39661034] [ 0.59184375 0.44326298 0.31667268 0.62246412 0.45884284] [ 0.68824632 0.55476787 0.40217754 0.29915541 0.26587406] [ 0.63683547 0.63742817 0.46367586 0.26514154 0.44728734] [ 0.48313398 0.50158123 0.5342136 0.55268301 0.59730527] [ 0.37784672 0.51667092 0.44476159 0.654703 0.39740598] [ 0.54375758 0.41479477 0.52751475 0.64377009 0.47162433] [ 0.61889935 0.38691881 0.47339369 0.34072294 0.36132658] [ 0.48642857 0.48723323 0.61492422 0.57933122 0.5239624 ] [ 0.67692377 0.46831455 0.53580551 0.4403113 0.5166543 ] [ 0.40268394 0.57500037 0.35683475 0.55571886 0.400519 ] [ 0.62876391 0.49751562 0.53709593 0.7516663 0.45014897] [ 0.68780204 0.42647906 0.4883914 0.44347808 0.29959248] [ 0.57279132 0.56981648 0.51767059 0.48117132 0.47822892] [ 0.56405616 0.50902793 0.5486816 0.38795082 0.43079131] [ 0.45939379 0.5569478 0.40866555 0.3333543 0.3914985 ] [ 0.67012199 0.46451063 0.47281731 0.60864461 0.30950406] [ 0.72281926 0.49009756 0.34782465 0.44477579 0.39905537] [ 0.80151532 0.37526838 0.50846374 0.32849148 0.36063792] [ 0.57432718 0.47099639 0.58869037 0.66464725 0.33671803] [ 0.7411169 0.541467 0.52490209 0.39591272 0.43178811] [ 0.44011687 0.70948801 0.25381486 0.69397168 0.50259574] [ 0.60665579 0.51495957 0.56671923 0.32803889 0.55277262] [ 0.5930955 0.5068593 0.3473473 0.41918717 0.34962765] [ 0.51111985 0.53452514 0.51608772 0.43455345 0.63173307] [ 0.44688263 0.62140845 0.51643267 0.42067857 0.61947532] [ 0.62780743 0.44295666 0.36463103 0.60059915 0.47612808] [ 0.72637701 0.49673852 0.45249889 0.34600404 0.47923532] [ 0.25887804 0.66369064 0.46662426 0.72026431 0.61384238] [ 0.62155103 0.43075585 0.56819043 0.48092065 0.38251951] Progress: 55.0% ... Training loss: 0.441 ... Validation loss: 0.727[ 0.55290518 0.58714914 0.56459706 0.37148736 0.62977188] [ 0.51835163 0.61937856 0.31962804 0.49765587 0.5037551 ] [ 0.84962131 0.42285467 0.59681227 0.25357698 0.37608012] [ 0.29207609 0.60450567 0.36847633 0.85660631 0.5667898 ] [ 0.42166643 0.60079119 0.41075859 0.53199891 0.35423137] [ 0.71259405 0.5841241 0.55161652 0.53424144 0.40156511] [ 0.46597739 0.5216117 0.60827992 0.61357472 0.3617746 ] [ 0.6889477 0.44337879 0.47958515 0.27866097 0.39093143] [ 0.3042369 0.55225587 0.52339411 0.52967787 0.568636 ] [ 0.65289816 0.40760427 0.46260757 0.35771377 0.33140102] [ 0.75207918 0.31589434 0.56432085 0.31893354 0.44150636] [ 0.19922078 0.62988447 0.48470686 0.89019447 0.59026195] [ 0.35830485 0.46800784 0.67897614 0.6372331 0.58098532] [ 0.61200999 0.45164374 0.4316527 0.38791486 0.48119757] [ 0.43382417 0.49747039 0.41601445 0.64747076 0.59581481] [ 0.51637109 0.67806941 0.3526741 0.48016306 0.57427089] [ 0.28627321 0.56463822 0.37427049 0.79578176 0.45971764] [ 0.58447232 0.58432413 0.5465053 0.41453476 0.43090342] [ 0.8364463 0.45167248 0.5697259 0.18408963 0.43671128] [ 0.75058944 0.54446443 0.55358464 0.45765994 0.35168189] [ 0.42686287 0.55876874 0.5213554 0.70200013 0.51529627] [ 0.62858488 0.58074703 0.50834785 0.68536355 0.46506726] [ 0.7640846 0.32723267 0.41004987 0.27496204 0.30240745] [ 0.65084869 0.50766598 0.57738227 0.5932602 0.42993975] [ 0.59420539 0.46575712 0.56039375 0.65254908 0.34496172] [ 0.58860151 0.47296942 0.51518032 0.64193468 0.39307618] [ 0.39243481 0.58465494 0.42552936 0.48309036 0.45694825] [ 0.77779179 0.31869946 0.57888895 0.33689477 0.46600667] [ 0.72986403 0.41142323 0.60051615 0.55137527 0.40655702] [ 0.4325553 0.60397176 0.42421707 0.7611803 0.43491812] [ 0.49291679 0.48764223 0.40375314 0.38918161 0.48586883] [ 0.56834376 0.55127734 0.44045897 0.57661775 0.3573547 ] [ 0.52147585 0.48657402 0.45337078 0.51221457 0.51115278] [ 0.53492881 0.61282966 0.43928238 0.66807667 0.33772362] [ 0.52593767 0.44307583 0.57383481 0.33057316 0.57289782] [ 0.63278466 0.37786002 0.54854295 0.26148866 0.46215415] [ 0.45719807 0.68495736 0.32267972 0.59776159 0.3715723 ] [ 0.80780159 0.35550104 0.51001472 0.16053995 0.3963076 ] [ 0.67234966 0.50402318 0.66473349 0.36523864 0.50492366] [ 0.4030835 0.49151362 0.4665998 0.65994661 0.38869928] [ 0.59018925 0.43495403 0.45811329 0.3843439 0.35520787] [ 0.27921162 0.76937803 0.31901015 0.80125221 0.60200411] [ 0.23908579 0.60054057 0.44298459 0.7993398 0.57770005] [ 0.59053431 0.44890755 0.40667009 0.6074717 0.45539628] [ 0.64898861 0.35604402 0.59068824 0.49756663 0.34998049] [ 0.58204338 0.45857985 0.56342423 0.55719998 0.41730832] [ 0.50737215 0.59678866 0.52931573 0.63302656 0.4586905 ] [ 0.52684661 0.49603213 0.44151817 0.60878495 0.39669846] [ 0.59744199 0.47696755 0.47027468 0.56492186 0.53914345] [ 0.52040289 0.49460336 0.47778836 0.76863846 0.45668549] [ 0.4433728 0.66349235 0.50533875 0.608388 0.4031975 ] [ 0.51606217 0.45613229 0.43671799 0.18861101 0.34441228] [ 0.42351124 0.55048394 0.43256242 0.51622521 0.51628464] [ 0.44559832 0.53897514 0.59400518 0.49471057 0.55313889] [ 0.60946278 0.43633178 0.49727308 0.35868267 0.31038328] [ 0.57316174 0.60931107 0.50052892 0.48605704 0.49043591] [ 0.53890726 0.62547769 0.52774388 0.501117 0.46137564] [ 0.74080312 0.3837498 0.6049769 0.40257518 0.39878015] [ 0.3869361 0.51159031 0.51375137 0.48566002 0.50952779] [ 0.39481468 0.7082551 0.32423528 0.66673267 0.35492842] [ 0.5261618 0.60803742 0.52863959 0.51012678 0.38835864] [ 0.57638136 0.42191019 0.5626961 0.46521363 0.46394452] [ 0.34890104 0.66572061 0.40963835 0.71819021 0.43573719] [ 0.45549365 0.51810482 0.49294669 0.49440727 0.47815063] [ 0.86511476 0.45137738 0.52495478 0.23790715 0.3715726 ] [ 0.22105284 0.63540971 0.34851945 0.67143817 0.56903927] [ 0.33101025 0.57199234 0.48774795 0.62330036 0.50274898] [ 0.4118984 0.48858841 0.56170126 0.52437989 0.56653179] [ 0.44391633 0.53529067 0.45076719 0.69876854 0.4734732 ] [ 0.35611276 0.55788093 0.39327028 0.70284008 0.58533438] [ 0.59161529 0.43553803 0.52007957 0.59514101 0.33920143] [ 0.65134595 0.65619339 0.47756372 0.49076197 0.49449106] [ 0.59194954 0.38220365 0.44099016 0.61503422 0.41741423] [ 0.23656284 0.58883074 0.39624925 0.75046176 0.53256096] [ 0.56280988 0.50582996 0.38972498 0.22669328 0.43044899] [ 0.57222411 0.3936187 0.32338711 0.47018493 0.41707093] [ 0.81046307 0.50485688 0.42691626 0.42085326 0.3274959 ] [ 0.71888704 0.51240295 0.43042362 0.30110184 0.38342227] [ 0.78186563 0.53719753 0.48951412 0.27967016 0.33986764] [ 0.64507906 0.33104652 0.63579435 0.33027616 0.44739945] [ 0.22553402 0.5791825 0.41293947 0.88703125 0.5894712 ] [ 0.65279185 0.58870782 0.51909319 0.4478347 0.3820785 ] [ 0.72082189 0.44723012 0.43062358 0.27240422 0.32217461] [ 0.32341114 0.70150664 0.29695721 0.68398651 0.61702088] [ 0.52075711 0.54675355 0.40788918 0.37697525 0.40814542] [ 0.63520008 0.45220955 0.41772645 0.57191637 0.35614768] [ 0.31296088 0.64767603 0.50874869 0.82790682 0.54953701] [ 0.70926831 0.42825793 0.61710281 0.45427848 0.33879091] [ 0.42544738 0.58681205 0.46975539 0.51044569 0.56964815] [ 0.2803901 0.70646013 0.37459988 0.76420927 0.43796628] [ 0.37759473 0.55826295 0.34611055 0.90072651 0.43764121] [ 0.16509085 0.64522769 0.41070723 0.59648642 0.65795494] [ 0.49602503 0.64058102 0.33963735 0.60030267 0.418158 ] [ 0.61555828 0.48494962 0.52708977 0.68237178 0.35025166] [ 0.68962431 0.39394406 0.61450253 0.64237998 0.44734398] [ 0.66459106 0.35719527 0.41574688 0.41540786 0.51218064] [ 0.49029514 0.61287675 0.52670778 0.56461608 0.51643333] [ 0.42387003 0.49412504 0.5019962 0.713988 0.36504422] [ 0.70887112 0.37188614 0.62269989 0.42325907 0.46155556] [ 0.39275708 0.60810864 0.50556441 0.77689638 0.45097536] [ 0.8488071 0.51302131 0.52905656 0.353604 0.36993303] [ 0.63280536 0.57534984 0.56047825 0.56122548 0.49676631] [ 0.75239912 0.27279856 0.48320652 0.2416807 0.41996175] [ 0.85842891 0.46542201 0.51840889 0.491534 0.31304783] [ 0.71429273 0.50448121 0.43886044 0.39177043 0.42179778] [ 0.20055736 0.67071225 0.34592377 0.67163211 0.45122167] [ 0.58708712 0.48274615 0.31557595 0.51669742 0.3522118 ] [ 0.79663904 0.44898895 0.46800143 0.28759942 0.2440127 ] [ 0.87195298 0.37942415 0.58462928 0.16938631 0.44135921] [ 0.48736057 0.65723789 0.36445101 0.62007105 0.47671574] [ 0.45317865 0.5157661 0.46564978 0.53570078 0.47204667] [ 0.41347053 0.66246653 0.43235215 0.6350977 0.45540085] [ 0.28000405 0.53222882 0.52763268 0.73089716 0.4788958 ] [ 0.52279008 0.58083357 0.28774558 0.44386143 0.37532949] [ 0.51712407 0.51580036 0.46828257 0.6477248 0.35696004] [ 0.48670082 0.45562163 0.57112104 0.63111195 0.62863165] [ 0.79603429 0.32056005 0.55901904 0.27466595 0.40113307] [ 0.79297801 0.34989749 0.61746038 0.22636167 0.49780846] [ 0.4639688 0.63859537 0.34228865 0.54403537 0.52079277] [ 0.53882733 0.51965673 0.60399738 0.43386382 0.48974556] [ 0.43010674 0.49224689 0.43654032 0.64894533 0.60101741] [ 0.66733118 0.4918587 0.58364121 0.22694659 0.53286551] [ 0.32103391 0.70215646 0.34523187 0.76762707 0.52859658] [ 0.7806451 0.43416878 0.58106575 0.31392072 0.41539532] [ 0.38333953 0.52943119 0.53275872 0.803148 0.54300383] [ 0.78965117 0.53111822 0.43967943 0.32626744 0.32396232] [ 0.50936828 0.39687615 0.5019421 0.64002673 0.3900568 ] [ 0.77710898 0.34331194 0.5371799 0.25776088 0.53024195] Progress: 55.0% ... Training loss: 0.441 ... Validation loss: 0.726[ 0.72012421 0.41640349 0.72562572 0.53017066 0.40498402] [ 0.85801422 0.46580016 0.51825584 0.49194519 0.31317781] [ 0.68446174 0.42881759 0.56824135 0.55466586 0.46248393] [ 0.62921393 0.46546422 0.49951038 0.62590896 0.43467739] [ 0.36092244 0.55207652 0.47308957 0.80756258 0.50184231] [ 0.46933809 0.67379675 0.29905424 0.60465929 0.40917405] [ 0.77773031 0.47318645 0.56671646 0.4583739 0.41661376] [ 0.60368565 0.38868747 0.5984607 0.47960784 0.42144387] [ 0.55171825 0.56287409 0.54297919 0.62714125 0.59031797] [ 0.87065545 0.44467058 0.50359786 0.27189752 0.28030351] [ 0.35677316 0.56985542 0.37978966 0.63740637 0.61086573] [ 0.38169655 0.58171019 0.45601638 0.58118769 0.38830608] [ 0.72023994 0.40656172 0.62541233 0.34663694 0.37576808] [ 0.46604561 0.64971906 0.28566423 0.60285779 0.40292629] [ 0.78167494 0.478873 0.51851792 0.37397911 0.3602548 ] [ 0.55526647 0.58398396 0.35980878 0.40496387 0.33228614] [ 0.27188137 0.64645072 0.4421926 0.73193315 0.56098026] [ 0.3834201 0.59395759 0.30864581 0.76165954 0.47507978] [ 0.19252761 0.59791356 0.52948629 0.7315105 0.61773075] [ 0.52240923 0.48500595 0.50420858 0.46836755 0.38881534] [ 0.726131 0.32674152 0.64951483 0.4954044 0.32215779] [ 0.31170868 0.51619129 0.40369379 0.57063669 0.37552484] [ 0.76620519 0.52213057 0.53617695 0.35244275 0.5502435 ] [ 0.50891192 0.52106747 0.52148645 0.51766577 0.35598376] [ 0.56676591 0.63432531 0.44855397 0.48036673 0.4563312 ] [ 0.74205782 0.31020655 0.63761404 0.51899127 0.38351698] [ 0.41121037 0.56299641 0.59261011 0.66517109 0.46374214] [ 0.38318195 0.52564759 0.53844979 0.55095679 0.49822431] [ 0.58484048 0.58414737 0.54657777 0.41425319 0.43084854] [ 0.56860971 0.55116438 0.44049973 0.57640104 0.35733909] [ 0.71258062 0.55098505 0.41926041 0.32758681 0.44705299] [ 0.56089813 0.59784142 0.4958712 0.50565517 0.42598267] [ 0.29070272 0.59716229 0.41210486 0.56502045 0.54860246] [ 0.28362614 0.58289219 0.49090301 0.72648095 0.49496509] [ 0.33109247 0.59368495 0.46255219 0.74815632 0.38003186] [ 0.56080532 0.5102609 0.59378233 0.37290887 0.42056146] [ 0.30905874 0.66216436 0.37871466 0.78168964 0.49438266] [ 0.61276089 0.6763597 0.43273288 0.5651662 0.36484726] [ 0.73594132 0.51773837 0.4573929 0.38990533 0.43730034] [ 0.67965824 0.39232538 0.6875678 0.48592368 0.43016128] [ 0.78536334 0.35909127 0.6235099 0.29673835 0.38246748] [ 0.53430183 0.46858624 0.41813474 0.43727169 0.39729624] [ 0.40754462 0.46387222 0.45804172 0.65414173 0.5254656 ] [ 0.4434995 0.52313991 0.57881595 0.78828819 0.62346547] [ 0.47795229 0.35814001 0.5477051 0.36830803 0.60009361] [ 0.54599281 0.63396886 0.45915942 0.53263284 0.43819805] [ 0.35030907 0.42569571 0.48587286 0.68994535 0.49324848] [ 0.66273578 0.36345339 0.70342409 0.54130897 0.46372903] [ 0.42021952 0.53844313 0.54193073 0.59434537 0.50350932] [ 0.64216568 0.49949037 0.40741288 0.67529422 0.36367628] [ 0.42341533 0.65121741 0.54936743 0.70960009 0.55653331] [ 0.62223661 0.47321844 0.39899622 0.40884955 0.46983484] [ 0.18143689 0.67852617 0.43745211 0.76648044 0.61467938] [ 0.71605068 0.36052491 0.53668994 0.36280144 0.32932874] [ 0.582051 0.54137854 0.44626146 0.58559911 0.40061453] [ 0.43706095 0.50939232 0.55168469 0.70108561 0.47558107] [ 0.3035141 0.56707989 0.38294086 0.7315196 0.60012902] [ 0.70530951 0.41408919 0.55752117 0.48369997 0.48860179] [ 0.31456701 0.50037866 0.53815278 0.60944455 0.58223491] [ 0.61805384 0.34603543 0.56089219 0.29855391 0.58438975] [ 0.62904883 0.40154746 0.44822304 0.6303083 0.31866755] [ 0.68335885 0.52097626 0.60876457 0.58369994 0.40144769] [ 0.59873548 0.48785305 0.51124422 0.36649404 0.37885576] [ 0.80090576 0.45101775 0.53844895 0.24404306 0.39454627] [ 0.23226467 0.69937388 0.45455438 0.69676133 0.52205157] [ 0.66867609 0.56373419 0.44772685 0.34014839 0.44342584] [ 0.61260558 0.58506741 0.56427682 0.4837892 0.47630675] [ 0.50162813 0.5630222 0.52424911 0.49667005 0.62272498] [ 0.69688055 0.63819332 0.57365976 0.51383851 0.48349821] [ 0.56786309 0.50654343 0.68095489 0.62583992 0.48277838] [ 0.45575206 0.42548281 0.46246346 0.55605778 0.61340091] [ 0.63315804 0.52305625 0.53921747 0.37345368 0.52963637] [ 0.34572632 0.56552525 0.48179643 0.84602521 0.62202745] [ 0.28568549 0.63809071 0.49515452 0.78934875 0.62331444] [ 0.31865714 0.51217106 0.51977883 0.56224035 0.52248591] [ 0.55373456 0.60314704 0.47889887 0.6062921 0.41796673] [ 0.50127136 0.47078703 0.5924029 0.66805402 0.42106187] [ 0.30042558 0.62732949 0.49352798 0.84645526 0.5761987 ] [ 0.54917472 0.57034726 0.4275919 0.43798759 0.53357531] [ 0.54902606 0.47238394 0.49000119 0.67737309 0.39940688] [ 0.79878803 0.45322803 0.51774481 0.20887709 0.38921301] [ 0.35365331 0.58685401 0.36666407 0.63376631 0.44646331] [ 0.390089 0.59709589 0.54273161 0.62825725 0.53974918] [ 0.44219709 0.52356306 0.56211236 0.6216938 0.62755601] [ 0.70251329 0.27033563 0.38872358 0.25709536 0.37927316] [ 0.20485142 0.73454587 0.3670452 0.7771064 0.5126691 ] [ 0.53124321 0.51305174 0.50195335 0.40833222 0.66682376] [ 0.52264154 0.5674938 0.49929655 0.5112946 0.56437069] [ 0.22668446 0.74686582 0.39516242 0.7061464 0.43950764] [ 0.75077557 0.34348521 0.68193032 0.2484852 0.43083337] [ 0.80512111 0.47283003 0.4526225 0.24652915 0.30659801] [ 0.70310638 0.42103792 0.49705611 0.31738497 0.39103749] [ 0.54271047 0.37388957 0.4185354 0.46757363 0.40373347] [ 0.65182816 0.54615129 0.47215721 0.35254149 0.47251754] [ 0.46403077 0.57729126 0.52008783 0.62461194 0.44892584] [ 0.75437993 0.466995 0.43603856 0.35227968 0.37649234] [ 0.29437593 0.59057172 0.37264623 0.83706325 0.50303838] [ 0.79875186 0.4166501 0.52953658 0.32332593 0.45292579] [ 0.77815245 0.42843116 0.61392748 0.57423153 0.38569235] [ 0.41827068 0.63156458 0.35746206 0.5932176 0.33204741] [ 0.45787683 0.49392616 0.42588575 0.63976685 0.57434997] [ 0.79246294 0.39972256 0.52442975 0.25945475 0.46181623] [ 0.64140296 0.56726278 0.48928224 0.5755377 0.48475354] [ 0.76921633 0.37640033 0.46116262 0.26230803 0.36580755] [ 0.42301096 0.56967677 0.26429991 0.59217346 0.50995895] [ 0.31558652 0.4596312 0.39848521 0.79629756 0.43462798] [ 0.42126115 0.51481521 0.57985615 0.37895123 0.60627545] [ 0.55181003 0.38617221 0.41924528 0.72843577 0.40404817] [ 0.38217332 0.61857572 0.43589781 0.5857589 0.48641221] [ 0.49818278 0.66077929 0.49312452 0.56283709 0.41087468] [ 0.64836944 0.5499495 0.48974221 0.28705353 0.54938294] [ 0.63852174 0.56551227 0.45464506 0.53873045 0.37620813] [ 0.41405676 0.5718186 0.46273446 0.78619739 0.46675421] [ 0.72129973 0.33358737 0.63252512 0.26736895 0.47128345] [ 0.52792002 0.56667546 0.62468032 0.4587808 0.48288677] [ 0.43406201 0.69273475 0.47007519 0.57367632 0.41733162] [ 0.52062349 0.54160349 0.37569021 0.33039399 0.39738406] [ 0.70239213 0.49029454 0.60149444 0.28333679 0.50533952] [ 0.35348289 0.54597643 0.51409826 0.8293312 0.48415439] [ 0.67794497 0.47060467 0.48442752 0.50870312 0.38543361] [ 0.85974571 0.40732285 0.6207947 0.14887137 0.3337329 ] [ 0.81593626 0.30794648 0.52661928 0.23023948 0.51916532] [ 0.70954018 0.48670902 0.44559137 0.37833182 0.38160609] [ 0.19987536 0.55156035 0.4799322 0.86256032 0.50855466] [ 0.70515276 0.44109633 0.53566087 0.62997804 0.42562975] [ 0.72643185 0.3980523 0.50452431 0.34215937 0.42797128] [ 0.65172624 0.40052291 0.5495653 0.22150105 0.4732113 ] [ 0.83222503 0.38935287 0.41753242 0.40552667 0.43823854] Progress: 55.0% ... Training loss: 0.441 ... Validation loss: 0.725[ 0.71444161 0.28509768 0.43511372 0.31132966 0.4545442 ] [ 0.39141647 0.62099758 0.34944894 0.56836106 0.43536937] [ 0.26215999 0.62936262 0.42427292 0.45506536 0.5357818 ] [ 0.69516519 0.60999291 0.35912846 0.43161915 0.42583582] [ 0.64593589 0.45377649 0.36677013 0.49978214 0.31528496] [ 0.32351207 0.61920265 0.43976536 0.74695882 0.38967106] [ 0.46544267 0.47593025 0.49604317 0.46976422 0.53384931] [ 0.60494251 0.47960001 0.48294239 0.62991572 0.40373365] [ 0.54379486 0.39040065 0.53718361 0.66846437 0.36537945] [ 0.29558755 0.54046785 0.54838435 0.83378188 0.63374321] [ 0.80295795 0.54004206 0.40721835 0.37211075 0.26683371] [ 0.69797097 0.5198748 0.37580464 0.52353741 0.39370171] [ 0.44202851 0.52466094 0.52692953 0.77860806 0.44749885] [ 0.75278683 0.31555959 0.56448301 0.31862139 0.44136131] [ 0.42054864 0.45576025 0.49687146 0.58380221 0.58806051] [ 0.70246219 0.31782243 0.47961238 0.39560842 0.39740516] [ 0.62510483 0.47072003 0.49562247 0.56422281 0.41234087] [ 0.5676822 0.41403772 0.57165309 0.28208322 0.57086575] [ 0.3238567 0.51182924 0.48449143 0.61261674 0.65570021] [ 0.44005348 0.61835004 0.29221409 0.65631843 0.57519621] [ 0.39857287 0.54374624 0.4776598 0.80314324 0.50779998] [ 0.35135516 0.53597035 0.41742731 0.72358575 0.47269809] [ 0.59661674 0.58842519 0.61197754 0.46822109 0.51498259] [ 0.44759842 0.31585769 0.49674362 0.55412757 0.43379851] [ 0.66462157 0.53992248 0.32894143 0.43606953 0.34221368] [ 0.64829141 0.44278482 0.46891246 0.67512676 0.34776905] [ 0.68716436 0.4188893 0.54818236 0.26013431 0.38361671] [ 0.83635679 0.42879658 0.56835954 0.16754841 0.4436656 ] [ 0.73365615 0.50192196 0.51229419 0.23238762 0.32975351] [ 0.63898714 0.43739692 0.63606912 0.62022411 0.45337744] [ 0.69648476 0.57602514 0.42606977 0.46161927 0.38152482] [ 0.29817347 0.47404888 0.52771229 0.72571224 0.51693209] [ 0.66979236 0.49830655 0.56794529 0.56502647 0.49758196] [ 0.73611826 0.62601145 0.34056413 0.45200627 0.34501891] [ 0.22286123 0.73712698 0.29495656 0.7532967 0.57499153] [ 0.69042006 0.51785074 0.49153474 0.56339889 0.44483471] [ 0.80809897 0.30538892 0.53181796 0.16706126 0.37918325] [ 0.53594942 0.57844526 0.41941288 0.47989999 0.36297623] [ 0.12329229 0.75325988 0.31414528 0.75459106 0.52985965] [ 0.63268349 0.46008154 0.53596686 0.27292734 0.51009996] [ 0.32906865 0.63377259 0.41733039 0.56427728 0.49505123] [ 0.73238866 0.43421334 0.51400935 0.25920963 0.35328644] [ 0.31215826 0.60618587 0.43022732 0.6072218 0.46293961] [ 0.31071225 0.56043447 0.53113801 0.89699915 0.59806112] [ 0.48156637 0.52466989 0.65201341 0.68413766 0.56669494] [ 0.66287574 0.58968919 0.55017346 0.60857741 0.45410934] [ 0.43420722 0.59711149 0.26309524 0.61990471 0.50068815] [ 0.30738087 0.49210839 0.33795676 0.86465626 0.46070697] [ 0.692863 0.48545591 0.4892554 0.32769192 0.39777336] [ 0.6570902 0.5746188 0.46392406 0.60176739 0.34754348] [ 0.5269529 0.49664168 0.4894605 0.41385932 0.44299665] [ 0.74392206 0.50368777 0.44956938 0.38344708 0.39093165] [ 0.37642397 0.49489698 0.39201833 0.55696532 0.59754361] [ 0.6131553 0.42228384 0.3576512 0.37891165 0.29527181] [ 0.49056343 0.53927162 0.46866021 0.52553627 0.58337909] [ 0.37608074 0.43826221 0.46334009 0.8534215 0.64004124] [ 0.28671547 0.64800299 0.35973454 0.78092659 0.43970274] [ 0.45012558 0.69983819 0.30617032 0.69982618 0.48583561] [ 0.45516396 0.5822979 0.36489925 0.58106786 0.46206416] [ 0.76961425 0.50633231 0.59983386 0.36291042 0.4212468 ] [ 0.46319727 0.55347352 0.48617844 0.66230596 0.49049172] [ 0.78181384 0.45339495 0.3262904 0.34391413 0.41303403] [ 0.55651887 0.56109032 0.33189137 0.53451819 0.4927038 ] [ 0.55824891 0.50164244 0.50030737 0.8055292 0.51789949] [ 0.70767046 0.42756624 0.44741347 0.17457298 0.39347452] [ 0.74293689 0.31995832 0.49083659 0.54413979 0.43229356] [ 0.82675076 0.46031708 0.6430036 0.23226713 0.45643566] [ 0.29596428 0.70814495 0.30210237 0.68077515 0.40630634] [ 0.32944615 0.62528962 0.44355205 0.84996782 0.5200807 ] [ 0.6338704 0.54420124 0.37621287 0.39870309 0.38267162] [ 0.63316268 0.56463985 0.38843019 0.49514867 0.43553463] [ 0.39920346 0.5550021 0.56449986 0.74231245 0.51798607] [ 0.36457874 0.59024557 0.3495025 0.6971199 0.52655746] [ 0.85779052 0.43317533 0.55829739 0.2981776 0.3179857 ] [ 0.68643631 0.56764659 0.45912418 0.48076916 0.32895366] [ 0.5558707 0.53554334 0.48771297 0.44711781 0.33671999] [ 0.66629419 0.57092848 0.43823002 0.2633932 0.37707846] [ 0.59883976 0.39230254 0.4191365 0.69986445 0.45805222] [ 0.52373573 0.47612736 0.50697202 0.69212253 0.47870145] [ 0.38455146 0.52909501 0.3688781 0.72010606 0.46620475] [ 0.69537165 0.37480951 0.60244447 0.60461435 0.38872534] [ 0.56601681 0.56365911 0.42245829 0.58456129 0.51394236] [ 0.46866743 0.65324202 0.59528563 0.60186054 0.47573385] [ 0.71847312 0.46797007 0.5767628 0.41324223 0.4527725 ] [ 0.6266588 0.53315328 0.48387771 0.31859925 0.38214762] [ 0.81382417 0.3918739 0.57720419 0.23487513 0.41701459] [ 0.15306229 0.57664094 0.5927619 0.87848572 0.75568991] [ 0.67403542 0.4199369 0.46382738 0.43157524 0.47578556] [ 0.61155725 0.49802325 0.5145509 0.27897215 0.40811862] [ 0.28216798 0.61011795 0.40273486 0.87282192 0.55167919] [ 0.7230603 0.42381109 0.47665828 0.31550373 0.45827265] [ 0.51106486 0.43656151 0.70862182 0.55275233 0.58120213] [ 0.51291022 0.63081942 0.48389272 0.55388181 0.48155967] [ 0.64616799 0.46178582 0.467349 0.47555846 0.52320675] [ 0.74831151 0.5071879 0.48376331 0.23803638 0.36577313] [ 0.26719479 0.73435104 0.37016958 0.76028736 0.41654463] [ 0.60669028 0.61515589 0.35641 0.5409795 0.32282474] [ 0.48309114 0.62292115 0.46556809 0.71115041 0.53954438] [ 0.6678046 0.49003882 0.59222525 0.52451893 0.43801186] [ 0.38709314 0.57335557 0.4418038 0.62975204 0.38152126] [ 0.68276715 0.41159754 0.57999895 0.40523167 0.40153463] [ 0.49591585 0.52320907 0.53208213 0.58050598 0.53930347] [ 0.70989281 0.36026554 0.57555884 0.5860956 0.4316624 ] [ 0.61694371 0.50685873 0.66446358 0.47991675 0.39610542] [ 0.81085372 0.48996151 0.4853076 0.26790316 0.42473667] [ 0.44738137 0.59317135 0.42626036 0.49853687 0.52015615] [ 0.81460114 0.54475547 0.39300524 0.4304017 0.47565936] [ 0.63820929 0.48576832 0.46839747 0.47747254 0.53065164] [ 0.62584787 0.45183776 0.46334404 0.46071326 0.50771185] [ 0.32782603 0.6572063 0.38143046 0.62698981 0.48841963] [ 0.5637078 0.6099176 0.5476108 0.48330058 0.41957926] [ 0.61955991 0.5036157 0.56429978 0.43117687 0.55417102] [ 0.45839041 0.67005436 0.42172426 0.52779792 0.28997194] [ 0.66963957 0.49774859 0.55792221 0.39900466 0.61989023] [ 0.58983004 0.48060146 0.52894395 0.60039552 0.41066683] [ 0.44938731 0.57083605 0.48980641 0.50561388 0.4389033 ] [ 0.61045679 0.3961267 0.4563203 0.48542628 0.45972044] [ 0.46551846 0.47920321 0.33539602 0.75307491 0.3357248 ] [ 0.57608215 0.56129891 0.51052999 0.39174245 0.36908259] [ 0.53953833 0.54861755 0.55771667 0.72897074 0.55441766] [ 0.45756029 0.54358755 0.50282315 0.6543862 0.42515062] [ 0.60506885 0.54702408 0.32909293 0.3947582 0.42092423] [ 0.60831575 0.38236406 0.56319468 0.51509029 0.35912853] [ 0.19341355 0.62113692 0.41811295 0.8517814 0.45946129] [ 0.42230172 0.59598985 0.3061763 0.46643868 0.41653278] [ 0.27495085 0.5692917 0.31270504 0.80514206 0.43263424] [ 0.31150857 0.69424643 0.29273175 0.73094876 0.56329771] [ 0.32723886 0.57813276 0.32426266 0.67211716 0.44296231] Progress: 55.1% ... Training loss: 0.440 ... Validation loss: 0.725[ 0.68435379 0.38612316 0.53033918 0.53561938 0.29230185] [ 0.68894666 0.52232149 0.53950265 0.60719043 0.38749151] [ 0.7523296 0.5073831 0.56244493 0.4050057 0.45225449] [ 0.65248698 0.38247277 0.61274835 0.52403418 0.44591322] [ 0.8433171 0.37073982 0.60407681 0.20450961 0.39505918] [ 0.64202459 0.48589238 0.70111981 0.4464957 0.47081115] [ 0.55522756 0.51996064 0.53159142 0.42373293 0.39464733] [ 0.48388507 0.57343635 0.45165843 0.47939586 0.36798142] [ 0.59821815 0.55366516 0.46391794 0.50370451 0.34546792] [ 0.82280879 0.34702231 0.48016414 0.24278918 0.43437037] [ 0.46989416 0.4801774 0.6142829 0.6718168 0.57786457] [ 0.46090303 0.644944 0.25770158 0.64517293 0.47394427] [ 0.60192749 0.45194625 0.54525048 0.32357189 0.49748287] [ 0.72979125 0.43519569 0.48534122 0.29277796 0.42322617] [ 0.43414744 0.62452309 0.36675815 0.63086526 0.54011637] [ 0.54000253 0.45227619 0.6209739 0.57233702 0.50014149] [ 0.50335287 0.47778905 0.51553825 0.49608778 0.51791378] [ 0.3721191 0.69381282 0.3060052 0.69878353 0.42411944] [ 0.78126159 0.36466745 0.55110238 0.48986695 0.38799371] [ 0.4531872 0.59709424 0.49328604 0.48193057 0.53085044] [ 0.52826912 0.6430164 0.29726747 0.53588271 0.4280347 ] [ 0.58656727 0.63919558 0.33473723 0.56125 0.43568726] [ 0.29582642 0.54040785 0.5483996 0.83376802 0.63373754] [ 0.29069718 0.74391669 0.29197449 0.72974701 0.51446947] [ 0.69427439 0.42987512 0.44732164 0.35218298 0.33440585] [ 0.48488627 0.50228583 0.44906722 0.50762376 0.47315391] [ 0.7791327 0.68687013 0.41189717 0.57865614 0.31714541] [ 0.29987961 0.5963472 0.4414568 0.71579264 0.52919325] [ 0.55642826 0.51581538 0.55237545 0.39573606 0.61599522] [ 0.50424905 0.5314897 0.58699745 0.52917257 0.63135082] [ 0.6644932 0.36263597 0.70371986 0.54017949 0.46340034] [ 0.29058672 0.58435312 0.5489396 0.78912851 0.5862263 ] [ 0.69670755 0.57594638 0.42610631 0.46143412 0.38149226] [ 0.35950636 0.52946131 0.44982037 0.51324013 0.46751357] [ 0.55342805 0.50232948 0.40637559 0.45150748 0.47520936] [ 0.53253282 0.59837941 0.48321298 0.55738645 0.43466128] [ 0.7593645 0.41704075 0.62366517 0.2559407 0.47560721] [ 0.67718456 0.60499819 0.47304041 0.37470401 0.41586509] [ 0.70249485 0.49883708 0.49664032 0.29989741 0.45391805] [ 0.42050112 0.53263647 0.53156004 0.75867799 0.53000595] [ 0.20876114 0.6285008 0.52199664 0.73173193 0.53826034] [ 0.46365494 0.52484414 0.59878984 0.61309843 0.44947579] [ 0.25454443 0.6064311 0.46268842 0.87049659 0.49488056] [ 0.16491219 0.60444149 0.51224255 0.8252254 0.65791498] [ 0.3003331 0.66348388 0.36794688 0.64211495 0.60750084] [ 0.32982164 0.65603011 0.43111539 0.58228411 0.40145034] [ 0.35935463 0.42036329 0.46636861 0.6696477 0.62963681] [ 0.44086322 0.55747141 0.50512265 0.6217477 0.58565944] [ 0.24863696 0.55763116 0.46339968 0.7645312 0.60992172] [ 0.59758712 0.58802627 0.61213592 0.46764866 0.51483679] [ 0.60993443 0.52137997 0.4861875 0.59176287 0.60028523] [ 0.79688181 0.46300928 0.59216926 0.38646106 0.36685786] [ 0.5736322 0.49614845 0.59460696 0.48927815 0.42070668] [ 0.2587256 0.66235776 0.49749179 0.5952713 0.46111601] [ 0.55033967 0.57990958 0.36726273 0.68932451 0.41182217] [ 0.38363323 0.72173457 0.23720888 0.78047659 0.44793717] [ 0.81002429 0.36812059 0.51731225 0.28906496 0.42117167] [ 0.6370182 0.52779225 0.45516123 0.34983211 0.54098408] [ 0.66375135 0.49643488 0.56953998 0.31788398 0.46428434] [ 0.50631171 0.46150486 0.53293122 0.76992753 0.52042405] [ 0.51833709 0.4788548 0.50350702 0.527576 0.39848296] [ 0.76112232 0.53387504 0.43339224 0.46000292 0.32507782] [ 0.74041644 0.49245765 0.55968202 0.49359174 0.41835286] [ 0.51810117 0.6503435 0.34243399 0.50917386 0.30506981] [ 0.47330185 0.55357179 0.35243513 0.69471492 0.50267562] [ 0.24035821 0.5242481 0.48648249 0.53820258 0.54765856] [ 0.47963022 0.51824838 0.53116776 0.68251946 0.4277862 ] [ 0.59589342 0.3991398 0.53610256 0.41942829 0.51476186] [ 0.82106485 0.38634483 0.55445618 0.27828102 0.39048358] [ 0.85657169 0.32398264 0.6452534 0.15281791 0.44227845] [ 0.57006735 0.47543837 0.49189355 0.44066343 0.4217855 ] [ 0.69499148 0.37049969 0.71180202 0.24844266 0.48174794] [ 0.51123074 0.49831336 0.50191894 0.73420449 0.48061205] [ 0.73626453 0.36067429 0.58297882 0.38841658 0.45937887] [ 0.41792606 0.52004292 0.36257637 0.73022463 0.38218849] [ 0.30901071 0.53214666 0.34427437 0.56891142 0.54141487] [ 0.49145594 0.44596818 0.59965696 0.62611903 0.51272271] [ 0.27277418 0.62598427 0.34629269 0.79779716 0.61032075] [ 0.39462335 0.47809832 0.48497024 0.65796075 0.42978714] [ 0.81564548 0.27343139 0.58386677 0.25161422 0.4816067 ] [ 0.77866547 0.36947917 0.56649295 0.33453612 0.43595192] [ 0.53459328 0.47717984 0.50764051 0.73827671 0.56717061] [ 0.68351706 0.34445529 0.49986066 0.55806993 0.30911339] [ 0.37450108 0.7634861 0.29532032 0.76867508 0.45385546] [ 0.57687674 0.46845958 0.5351508 0.43145783 0.36298465] [ 0.68664207 0.47975755 0.40012843 0.19829316 0.32897974] [ 0.57503736 0.41034137 0.58061169 0.54122648 0.40487598] [ 0.60589591 0.44276605 0.57437866 0.28955573 0.61787232] [ 0.5847394 0.57538931 0.47693462 0.31922172 0.37663693] [ 0.35308205 0.64670351 0.32089424 0.68526236 0.4756513 ] [ 0.63072391 0.39924691 0.70178107 0.42954103 0.38469306] [ 0.50753355 0.57466084 0.41639447 0.40118452 0.40534032] [ 0.75106309 0.30934011 0.58698122 0.185824 0.48260232] [ 0.2534162 0.54395675 0.44501089 0.78543495 0.48501264] [ 0.44837705 0.58094898 0.5732884 0.54504966 0.50710104] [ 0.36002001 0.54398039 0.46830215 0.62783492 0.46461502] [ 0.30001146 0.55088387 0.44610949 0.71463623 0.45218788] [ 0.5906244 0.57016177 0.44717679 0.49266623 0.41453299] [ 0.40081198 0.42144898 0.45868268 0.5824687 0.66103489] [ 0.40740436 0.62371497 0.32405504 0.55303334 0.49557751] [ 0.48912355 0.60707384 0.37049034 0.721269 0.3991642 ] [ 0.75052657 0.56431811 0.42312281 0.43358774 0.38652947] [ 0.51154949 0.49893968 0.58975785 0.6432116 0.49959019] [ 0.67205539 0.50446624 0.57100236 0.48415185 0.45395234] [ 0.55887757 0.52122691 0.36679285 0.60097412 0.38985102] [ 0.75851807 0.46280195 0.40240052 0.30438753 0.35866831] [ 0.42438666 0.65028249 0.47492317 0.71201119 0.46588757] [ 0.52405524 0.64556459 0.51824414 0.6567192 0.59441195] [ 0.42751625 0.50250189 0.49786096 0.57282867 0.45869005] [ 0.68540157 0.34490591 0.60254058 0.3653191 0.46692945] [ 0.68292056 0.59581313 0.41999521 0.45714224 0.59395585] [ 0.71599179 0.46473046 0.66779596 0.41156213 0.41552522] [ 0.61907105 0.42516858 0.62806065 0.5798863 0.41105052] [ 0.68911699 0.37283234 0.64298195 0.39110391 0.37050149] [ 0.42121208 0.613712 0.29488332 0.72249952 0.4357215 ] [ 0.1808497 0.57193138 0.34346492 0.91413956 0.48349943] [ 0.83473253 0.3792753 0.69882981 0.22888191 0.42061608] [ 0.54314477 0.53786158 0.5781121 0.71297698 0.42430129] [ 0.47989777 0.59126293 0.55703244 0.59836108 0.47523042] [ 0.73159649 0.46892893 0.43727023 0.44869842 0.36121073] [ 0.6255303 0.39327276 0.64083365 0.67463416 0.4727891 ] [ 0.34288329 0.59246164 0.50052069 0.70695513 0.50197175] [ 0.31420714 0.56482815 0.49159061 0.8597306 0.51667245] [ 0.7675121 0.51767637 0.42697665 0.21682747 0.38653934] [ 0.61495286 0.4527674 0.57491256 0.26273364 0.53654843] [ 0.79688567 0.33205934 0.52275606 0.27848482 0.50486792] [ 0.64292543 0.38094252 0.65992296 0.41826069 0.46014177] [ 0.38332986 0.48693599 0.50133688 0.66551791 0.48843372] Progress: 55.1% ... Training loss: 0.440 ... Validation loss: 0.725[ 0.38250099 0.48808868 0.58894145 0.49116981 0.59545611] [ 0.42377157 0.56678537 0.42888403 0.45287278 0.57216388] [ 0.86349598 0.40674079 0.45166694 0.18099651 0.26580798] [ 0.39983459 0.50533442 0.45855091 0.82607611 0.66599236] [ 0.81684741 0.33069141 0.48722776 0.27400372 0.3800321 ] [ 0.37461415 0.66043453 0.3808343 0.83064766 0.6767435 ] [ 0.5570642 0.47922521 0.65616386 0.41846741 0.4903201 ] [ 0.7562021 0.4185482 0.47497192 0.24562971 0.46681494] [ 0.44080579 0.65573884 0.49456063 0.58956303 0.44935118] [ 0.66053341 0.52579642 0.48266356 0.43113789 0.55192531] [ 0.85029365 0.2730138 0.52824673 0.23029839 0.4601829 ] [ 0.52199467 0.39057111 0.55284219 0.76017548 0.42861006] [ 0.67697278 0.43167814 0.40508138 0.34998526 0.5480867 ] [ 0.82199569 0.41987464 0.54712658 0.28416319 0.3558524 ] [ 0.30095919 0.58386787 0.37245789 0.8558062 0.57013941] [ 0.54884621 0.57692006 0.50377391 0.60392566 0.37624239] [ 0.73225737 0.47374266 0.60155358 0.28053812 0.49049196] [ 0.61013373 0.52980888 0.54853375 0.35013686 0.34533927] [ 0.4501983 0.50097252 0.39075223 0.63213967 0.5957525 ] [ 0.64170168 0.45316738 0.4274631 0.22606407 0.31249444] [ 0.72421005 0.42157179 0.505033 0.69951962 0.42316545] [ 0.54679062 0.48941507 0.57024527 0.76607944 0.46079669] [ 0.3970907 0.53072044 0.56431319 0.76356844 0.49741889] [ 0.70871765 0.32336901 0.59317866 0.5510735 0.44116434] [ 0.51810936 0.56358351 0.57564132 0.50675323 0.56560511] [ 0.40372449 0.56461283 0.5561682 0.67955183 0.38771518] [ 0.76261831 0.54105993 0.54697787 0.37991258 0.5417663 ] [ 0.57235826 0.6343033 0.33200107 0.44531947 0.48277536] [ 0.13272002 0.71598523 0.31857122 0.82055949 0.62273074] [ 0.40872494 0.4847743 0.51087984 0.52128812 0.59478727] [ 0.57532061 0.48652942 0.35300499 0.54467096 0.40994304] [ 0.66479133 0.46667333 0.38678304 0.32273757 0.36138615] [ 0.5656122 0.51515552 0.46632621 0.54457899 0.50934166] [ 0.61870004 0.48595982 0.484472 0.33404264 0.45775498] [ 0.44338721 0.5231259 0.56228887 0.62115553 0.62742544] [ 0.7303761 0.45654119 0.50531694 0.30306643 0.42967161] [ 0.74898322 0.45614192 0.64016605 0.61198773 0.35341079] [ 0.70168554 0.53577959 0.51766295 0.44164415 0.50879771] [ 0.47269897 0.50908734 0.47947616 0.38261548 0.46937179] [ 0.74209104 0.457299 0.58457828 0.37387179 0.4327795 ] [ 0.68806371 0.50275583 0.52276178 0.5111887 0.41305004] [ 0.73735179 0.47678802 0.49672284 0.34462565 0.51129662] [ 0.55980543 0.52585891 0.46576139 0.65608624 0.39618821] [ 0.73811905 0.55322464 0.57547578 0.3078551 0.53264589] [ 0.70350221 0.40162491 0.51471825 0.29430535 0.36107917] [ 0.53305686 0.60536207 0.3275462 0.53867683 0.52791267] [ 0.57181797 0.47644852 0.50913998 0.70734388 0.38119246] [ 0.72253467 0.47926516 0.44658274 0.34875764 0.41773912] [ 0.55016253 0.54050112 0.5734067 0.36601481 0.49834391] [ 0.380695 0.56250794 0.45263536 0.6320338 0.64467496] [ 0.67054244 0.48928536 0.6609398 0.55350585 0.41119792] [ 0.28342157 0.72793636 0.41238527 0.72049164 0.52089502] [ 0.4344737 0.6083548 0.43926489 0.4871386 0.3567635 ] [ 0.61462331 0.66641001 0.46844133 0.50982999 0.40067953] [ 0.72201745 0.50751663 0.3779915 0.32678723 0.35851815] [ 0.8029111 0.44006334 0.4216047 0.30653765 0.4583608 ] [ 0.47959473 0.59967549 0.49010259 0.63561184 0.60181177] [ 0.70930906 0.5544238 0.37560877 0.34178971 0.34793125] [ 0.85353027 0.39720348 0.4526835 0.26008628 0.41384104] [ 0.42252287 0.44577999 0.54920748 0.49887676 0.57117472] [ 0.29225315 0.55904659 0.39164796 0.82319845 0.56859017] [ 0.77216063 0.42096158 0.5011068 0.3285445 0.46551139] [ 0.66113172 0.43629278 0.38478747 0.50169455 0.41234982] [ 0.3796881 0.70664128 0.3729762 0.73296815 0.37411396] [ 0.57176355 0.33738818 0.55000576 0.24046767 0.48997528] [ 0.68527166 0.54786657 0.28672241 0.35624516 0.39956412] [ 0.3230713 0.58607792 0.39619039 0.87337358 0.52743604] [ 0.59142182 0.49498949 0.66544711 0.41655528 0.4602309 ] [ 0.27857964 0.68321838 0.25106266 0.76321242 0.51371333] [ 0.3362689 0.56081524 0.49482147 0.6935317 0.49244563] [ 0.85458692 0.41974479 0.28257867 0.25440381 0.29886576] [ 0.44177609 0.62163698 0.47498315 0.77295066 0.44207377] [ 0.6634333 0.49661731 0.56946132 0.31806183 0.46435343] [ 0.64011613 0.43690217 0.63625534 0.61958496 0.45321313] [ 0.55428156 0.59735334 0.56799413 0.61400625 0.50088567] [ 0.25139441 0.63502154 0.48115553 0.8421182 0.6599415 ] [ 0.56878557 0.59779453 0.39985657 0.49043259 0.36736365] [ 0.48682385 0.48595093 0.58175287 0.43284264 0.49293611] [ 0.37823016 0.42596728 0.5765199 0.47631526 0.61748072] [ 0.5047713 0.39080962 0.54926291 0.51833932 0.44643352] [ 0.86730908 0.34388899 0.557622 0.25183239 0.40015413] [ 0.20823034 0.72748278 0.30458803 0.74555307 0.45851683] [ 0.414265 0.53455862 0.46966345 0.7779422 0.52335654] [ 0.67407161 0.33695646 0.54598369 0.60595687 0.51773213] [ 0.48542694 0.52143159 0.44753242 0.49429634 0.54306864] [ 0.37438918 0.59340428 0.38963493 0.79368012 0.35542647] [ 0.36447912 0.60266144 0.44074333 0.5603612 0.44226578] [ 0.80164864 0.39054498 0.57160837 0.27598209 0.48698943] [ 0.52678994 0.496757 0.48941528 0.41389235 0.44304011] [ 0.23375285 0.57255365 0.36342052 0.86553867 0.51005092] [ 0.74165559 0.66347819 0.27938204 0.70429087 0.30309523] [ 0.43359414 0.54594152 0.42511233 0.40111692 0.50948607] [ 0.52884336 0.62784408 0.48531381 0.46660083 0.40474957] [ 0.70254607 0.51954754 0.49487168 0.39826769 0.38461377] [ 0.23415011 0.56201179 0.39561936 0.8332602 0.48465129] [ 0.39715855 0.6664076 0.46603277 0.7192154 0.48985956] [ 0.40440253 0.64063458 0.33204683 0.50905242 0.56277793] [ 0.660041 0.51699582 0.47894023 0.48308609 0.45610282] [ 0.65312498 0.59794941 0.51639707 0.53407007 0.53648482] [ 0.59894678 0.3773404 0.53222956 0.60054805 0.3935888 ] [ 0.63088715 0.46068546 0.53204119 0.5050169 0.47719212] [ 0.47489159 0.70506549 0.2542502 0.46792089 0.38017317] [ 0.30493589 0.69794476 0.44046042 0.73174353 0.36406509] [ 0.72249433 0.3794929 0.5264994 0.38425024 0.43832973] [ 0.40521069 0.51728432 0.47600206 0.67938814 0.5670662 ] [ 0.67864127 0.47019384 0.48459454 0.50804299 0.38527809] [ 0.42698506 0.50248686 0.46697504 0.50147704 0.60716189] [ 0.66839752 0.45123952 0.42697506 0.34058233 0.50846797] [ 0.25719972 0.52947762 0.41803067 0.88181807 0.51738345] [ 0.53580108 0.53972052 0.65949684 0.58300742 0.5282879 ] [ 0.46789334 0.49088977 0.37308953 0.71286912 0.60417224] [ 0.43438849 0.47357115 0.54460143 0.52914145 0.4776946 ] [ 0.14414674 0.65513739 0.40281603 0.88308614 0.51153131] [ 0.61996699 0.48338767 0.47561262 0.59417335 0.43248339] [ 0.47596536 0.55233012 0.48407514 0.64837571 0.48697356] [ 0.71228325 0.52414512 0.29688744 0.38576956 0.32408301] [ 0.65436604 0.46993192 0.52474832 0.31829999 0.44476458] [ 0.45373616 0.40711257 0.52814084 0.55613203 0.45628731] [ 0.39983459 0.50533442 0.45855091 0.82607611 0.66599236] [ 0.74209798 0.52232072 0.39587655 0.36718591 0.43740824] [ 0.56268701 0.50782518 0.62759196 0.58665328 0.48059808] [ 0.45494892 0.50423844 0.49320852 0.54124229 0.46355764] [ 0.79180924 0.36926461 0.55854822 0.24093817 0.42224205] [ 0.28563359 0.60054365 0.50295331 0.70855239 0.45425321] [ 0.37889791 0.42082067 0.55517766 0.51503179 0.59431308] [ 0.49157381 0.56556339 0.31457539 0.49533493 0.47814661] [ 0.58736569 0.52084656 0.58280516 0.48565342 0.48662949] [ 0.2492653 0.7060984 0.31503768 0.75284146 0.6491877 ] Progress: 55.2% ... Training loss: 0.440 ... Validation loss: 0.723[ 0.61825741 0.38223018 0.59850548 0.32187967 0.4189657 ] [ 0.71809054 0.47059153 0.49799363 0.36656811 0.36892003] [ 0.65995604 0.49030418 0.37442244 0.35502535 0.32979094] [ 0.71910596 0.44598211 0.59172073 0.5253385 0.4265615 ] [ 0.63516019 0.48613251 0.46420036 0.32366132 0.42530958] [ 0.38973981 0.49303307 0.5193007 0.5132516 0.5862212 ] [ 0.85810473 0.33406686 0.53545395 0.25109012 0.42273855] [ 0.77518552 0.46537419 0.48074121 0.19556743 0.32474384] [ 0.66460487 0.47426398 0.48820186 0.54672853 0.40464492] [ 0.4481405 0.54304908 0.41471567 0.7233502 0.57413474] [ 0.59482503 0.51690231 0.3950124 0.73940481 0.37445015] [ 0.36109604 0.46444141 0.3654901 0.59503764 0.44001077] [ 0.549366 0.49338314 0.58152204 0.50908315 0.3990818 ] [ 0.35101404 0.62127046 0.44459827 0.65719073 0.48367004] [ 0.62437451 0.47546591 0.4070224 0.30750622 0.33885005] [ 0.66099012 0.55190101 0.34907219 0.37502639 0.41366564] [ 0.80121715 0.38205655 0.48331793 0.14715588 0.34406782] [ 0.42994137 0.4903188 0.4659294 0.61552197 0.51592356] [ 0.84274278 0.37566013 0.47374509 0.25640625 0.42861873] [ 0.37513644 0.66456482 0.34815369 0.70909921 0.48813476] [ 0.69514945 0.50558582 0.4777362 0.34824985 0.36822107] [ 0.57922159 0.4600822 0.61965342 0.37942603 0.51891729] [ 0.53621289 0.51715451 0.52662717 0.50851129 0.49887116] [ 0.41172348 0.44339939 0.58518806 0.52049606 0.58883347] [ 0.40252901 0.40260403 0.53705988 0.67122153 0.56922943] [ 0.64750746 0.51362752 0.64551889 0.5235726 0.42648667] [ 0.82584694 0.42151447 0.60003229 0.2247873 0.39595851] [ 0.61207143 0.44056616 0.42270848 0.68420529 0.39544536] [ 0.81402269 0.44538232 0.34940754 0.30419237 0.37019473] [ 0.59935127 0.45477461 0.63760272 0.32818603 0.55907393] [ 0.34238308 0.53263285 0.41316748 0.68788876 0.45619933] [ 0.47615862 0.50586828 0.54258617 0.43232948 0.64354479] [ 0.19995989 0.59536464 0.46698849 0.87311663 0.57762295] [ 0.53713596 0.55149497 0.48106687 0.47058773 0.55038603] [ 0.36353261 0.50086923 0.51201927 0.56178124 0.55966625] [ 0.48549937 0.50006185 0.48652268 0.60564058 0.52574393] [ 0.58931915 0.41487031 0.69073965 0.54460612 0.55176518] [ 0.17907284 0.71867714 0.32167772 0.83712636 0.41029368] [ 0.69866449 0.40027941 0.67999824 0.51951554 0.41461433] [ 0.62479563 0.42225732 0.50711 0.37366073 0.41390386] [ 0.68578142 0.48819021 0.49884471 0.37482937 0.45336855] [ 0.38700506 0.66134208 0.33314064 0.53176693 0.58685618] [ 0.6144908 0.42171886 0.35784559 0.37793951 0.29511286] [ 0.80259355 0.40692881 0.40941913 0.19390164 0.31529733] [ 0.67091135 0.44358825 0.5091725 0.3619627 0.4984229 ] [ 0.85093081 0.38968598 0.51093017 0.12834622 0.37873019] [ 0.34237048 0.52237691 0.55798023 0.57850008 0.57241294] [ 0.76652302 0.40508903 0.53298399 0.38010034 0.37968811] [ 0.6126288 0.36625546 0.61044372 0.62788635 0.45806713] [ 0.75626343 0.43743555 0.56427193 0.26315851 0.36522371] [ 0.5811836 0.46850094 0.29966608 0.60399099 0.38316914] [ 0.58786719 0.64535454 0.4679252 0.47288147 0.37052651] [ 0.59340083 0.4864202 0.4233107 0.37696153 0.49868367] [ 0.40982032 0.62608265 0.38836791 0.79483053 0.61021755] [ 0.68602856 0.44795468 0.52734034 0.59384809 0.4527999 ] [ 0.2610115 0.58870287 0.41146256 0.67666096 0.39672508] [ 0.39790654 0.57063148 0.34226817 0.76892588 0.34020283] [ 0.75531102 0.37598895 0.57086669 0.21690008 0.45696532] [ 0.62533973 0.56882971 0.52132549 0.44621121 0.4574578 ] [ 0.20679837 0.50374385 0.34734261 0.86716346 0.54553553] [ 0.82271504 0.53873445 0.53074378 0.30826477 0.37910098] [ 0.50577462 0.5938808 0.47775459 0.27593988 0.38611484] [ 0.73070311 0.41616658 0.68886162 0.2051444 0.42330789] [ 0.30841177 0.72029383 0.33013414 0.71055306 0.61589055] [ 0.65590513 0.42609444 0.58810552 0.51241231 0.50452467] [ 0.75832692 0.42453988 0.64922386 0.17773117 0.49420179] [ 0.52418753 0.57959476 0.36739188 0.60665261 0.53977502] [ 0.30799283 0.66632175 0.44418638 0.7147195 0.51287583] [ 0.72276352 0.5612709 0.37138299 0.52867328 0.37697718] [ 0.56416314 0.54081185 0.35389743 0.36011101 0.42591466] [ 0.50169728 0.62774883 0.42149187 0.57458731 0.41740863] [ 0.64804409 0.40036392 0.61982264 0.68669315 0.46744561] [ 0.16552873 0.637944 0.36357439 0.81960883 0.67643111] [ 0.76057157 0.53795055 0.53392863 0.30836877 0.32162154] [ 0.15525678 0.57143681 0.39525365 0.84908532 0.57156185] [ 0.50169443 0.41609506 0.60413445 0.36169779 0.58762619] [ 0.55368884 0.49631126 0.39318174 0.61895778 0.37188061] [ 0.7196602 0.37407993 0.59535746 0.25295942 0.40888666] [ 0.34095052 0.6082795 0.39855125 0.79709824 0.39743457] [ 0.56275372 0.51926167 0.44718052 0.41726607 0.43001723] [ 0.33505469 0.61464531 0.42109412 0.51109225 0.60871533] [ 0.58306234 0.58788017 0.52822013 0.44208425 0.36016072] [ 0.52238077 0.65769281 0.34170864 0.52893986 0.37524646] [ 0.50953072 0.63410089 0.33951501 0.42334782 0.46047676] [ 0.45853304 0.5449596 0.47843998 0.42755234 0.40241032] [ 0.59091541 0.52530007 0.40666495 0.40792893 0.37050425] [ 0.43302878 0.4970741 0.40927681 0.55738325 0.44923128] [ 0.61214839 0.5475872 0.58923833 0.69069039 0.52869883] [ 0.818917 0.3484898 0.5617457 0.17112037 0.40994607] [ 0.51064086 0.57457295 0.54214865 0.60073569 0.58468086] [ 0.70390787 0.47633264 0.5437347 0.68353823 0.4794155 ] [ 0.53808803 0.48687498 0.35522337 0.38718749 0.46503385] [ 0.2559425 0.59972959 0.41626109 0.70275839 0.58557991] [ 0.46809797 0.48772338 0.51839316 0.42704416 0.48848212] [ 0.68072251 0.39608056 0.5953552 0.3009709 0.44669742] [ 0.51200451 0.49878426 0.58980545 0.64290059 0.49954424] [ 0.30371873 0.69954118 0.36669143 0.89520041 0.55468598] [ 0.69102039 0.5393513 0.60307195 0.48495413 0.42052385] [ 0.6250801 0.49014364 0.34868481 0.51039246 0.31986714] [ 0.60529233 0.3319499 0.50485435 0.53404312 0.42543092] [ 0.46775855 0.60085613 0.33060455 0.59171508 0.49110498] [ 0.47692759 0.52409576 0.48305059 0.55815091 0.38654142] [ 0.35138099 0.51597552 0.37997096 0.81207719 0.61054653] [ 0.69457781 0.46747485 0.48020094 0.40072618 0.4664058 ] [ 0.4239954 0.57281126 0.56340595 0.55240428 0.62299704] [ 0.68484923 0.45908082 0.39111937 0.31148021 0.42849648] [ 0.62502968 0.49248261 0.35587477 0.44677049 0.42270201] [ 0.31884955 0.72888202 0.27598653 0.81792454 0.48533039] [ 0.78966733 0.47337647 0.56780617 0.22742389 0.38192396] [ 0.41451005 0.67944072 0.4366806 0.62971325 0.42572928] [ 0.33087723 0.57238703 0.48754229 0.62343184 0.50295252] [ 0.85225276 0.28888762 0.60567674 0.18627757 0.36971817] [ 0.51804943 0.70026369 0.25725375 0.63645273 0.42191394] [ 0.35850333 0.56280457 0.52683046 0.66617595 0.47127429] [ 0.17153326 0.66556326 0.36972602 0.79606844 0.44719424] [ 0.58306234 0.58788017 0.52822013 0.44208425 0.36016072] [ 0.59407654 0.53141154 0.53369711 0.51360135 0.38393112] [ 0.73747239 0.3234097 0.42158998 0.24638026 0.35354826] [ 0.49947005 0.54966752 0.55697665 0.71161802 0.54415235] [ 0.8593646 0.38561368 0.63878641 0.24971632 0.37904501] [ 0.71807567 0.33056026 0.55397936 0.21048999 0.37399278] [ 0.72327607 0.30881661 0.63657121 0.56910234 0.42515739] [ 0.52716249 0.51489995 0.57179618 0.64373768 0.42055339] [ 0.52867368 0.62786027 0.48528737 0.46659641 0.40475284] [ 0.54835529 0.38554552 0.63302819 0.6092225 0.55116103] [ 0.54732355 0.55682974 0.4364054 0.2778143 0.4153368 ] [ 0.57292111 0.39351429 0.5099371 0.70038595 0.57318721] [ 0.76546918 0.3377204 0.56916725 0.47781888 0.38636446] Progress: 55.2% ... Training loss: 0.440 ... Validation loss: 0.723[ 0.22029709 0.7025219 0.3330935 0.70303311 0.49001238] [ 0.55104515 0.47248043 0.58236048 0.6196044 0.39465542] [ 0.83156408 0.54690584 0.50325887 0.39416679 0.39669253] [ 0.67755943 0.54054946 0.42347215 0.59556694 0.47093272] [ 0.67094738 0.36041019 0.5626683 0.69556647 0.46222272] [ 0.53455655 0.48838844 0.51484263 0.52198361 0.43554627] [ 0.39116495 0.66984339 0.33521929 0.76184525 0.27453996] [ 0.4775273 0.49469792 0.44809404 0.77530807 0.49389969] [ 0.37329052 0.55826246 0.62777385 0.5816745 0.64448671] [ 0.27415177 0.68973672 0.37182536 0.74320476 0.61182364] [ 0.72196017 0.60905858 0.39980579 0.31423372 0.38766534] [ 0.3852338 0.49729488 0.54840658 0.67645947 0.53937059] [ 0.59330167 0.48488738 0.57198573 0.36032332 0.65228624] [ 0.24695856 0.62364911 0.33878615 0.81175428 0.54556425] [ 0.32737918 0.55873585 0.43996825 0.77940005 0.4479948 ] [ 0.62259913 0.4761135 0.58161605 0.34274171 0.41180386] [ 0.42068884 0.53995283 0.54430859 0.77843998 0.63859984] [ 0.29436317 0.61925373 0.30833374 0.6852987 0.46336549] [ 0.52202266 0.59058457 0.44242136 0.66412958 0.57137424] [ 0.45879045 0.49384436 0.42587576 0.63942282 0.57439652] [ 0.40105714 0.52452599 0.61129921 0.75394377 0.45089894] [ 0.67803781 0.38078085 0.66100817 0.31347382 0.38125047] [ 0.32865196 0.57793966 0.42235763 0.64561094 0.42296058] [ 0.60645116 0.47930601 0.4830432 0.62900487 0.40368028] [ 0.39825982 0.58348512 0.35673886 0.65239411 0.46146933] [ 0.41594524 0.61614538 0.502368 0.75553613 0.57790893] [ 0.79640233 0.45362063 0.64092897 0.22152388 0.38949685] [ 0.72088806 0.49472145 0.43542853 0.32687528 0.43452327] [ 0.30251135 0.53489029 0.39941337 0.77922967 0.46777692] [ 0.35865471 0.46170638 0.54300256 0.72056931 0.58831495] [ 0.33246421 0.53678208 0.48782802 0.65672774 0.43018303] [ 0.51537357 0.5802714 0.44178185 0.37052525 0.48923622] [ 0.48861894 0.61188321 0.4679901 0.60552909 0.46931249] [ 0.48525186 0.5909074 0.49932244 0.62798152 0.61481921] [ 0.66143074 0.47069478 0.46430624 0.62370196 0.46429714] [ 0.56054442 0.43513492 0.53194156 0.45485512 0.51879968] [ 0.19359691 0.6386196 0.35612138 0.82972922 0.57617525] [ 0.74866985 0.53803479 0.56620034 0.4545819 0.42247263] [ 0.84698416 0.40523279 0.56032842 0.22864619 0.38036095] [ 0.26314751 0.66009277 0.48968945 0.83706108 0.64431434] [ 0.66649086 0.38456824 0.49685356 0.51441623 0.49051136] [ 0.44919246 0.53177948 0.41368509 0.77729968 0.33814799] [ 0.34775737 0.60960336 0.47918755 0.48559451 0.55462055] [ 0.60525246 0.44583698 0.45896913 0.6895191 0.38862959] [ 0.47952442 0.48408231 0.61273627 0.63380311 0.45188536] [ 0.45234756 0.50046247 0.47833733 0.55691958 0.58233605] [ 0.27977483 0.69741447 0.39210394 0.64006336 0.44856258] [ 0.73047751 0.53094266 0.50538278 0.31160265 0.41228725] [ 0.61657941 0.40665264 0.65137086 0.55453453 0.48020551] [ 0.33146253 0.64471119 0.43900724 0.56855654 0.49524059] [ 0.35792404 0.53128478 0.42373993 0.67715608 0.44268859] [ 0.5097558 0.5093444 0.33786772 0.49503096 0.41386637] [ 0.70292218 0.44566529 0.44885647 0.36142298 0.39807511] [ 0.63598469 0.46813517 0.53309047 0.32945155 0.52123021] [ 0.6516367 0.54430868 0.35781325 0.36508294 0.38208886] [ 0.72985619 0.48618255 0.34836082 0.24366779 0.30310542] [ 0.46249581 0.60604451 0.3985292 0.62563219 0.54205788] [ 0.53617652 0.44755287 0.45160682 0.59152588 0.29752406] [ 0.56362719 0.58129378 0.45034705 0.61167311 0.40519583] [ 0.57368735 0.59672633 0.40578358 0.57401811 0.40818955] [ 0.51032475 0.57380752 0.42372244 0.70511674 0.44128134] [ 0.71476181 0.56187935 0.2289534 0.53366304 0.37879974] [ 0.67248496 0.3972981 0.48243884 0.22389056 0.40719792] [ 0.15487635 0.72649724 0.31845457 0.71033526 0.53471601] [ 0.55885714 0.5856994 0.45530453 0.54079153 0.45443881] [ 0.43597873 0.47777307 0.52377723 0.73717856 0.46472542] [ 0.30203084 0.56783242 0.38455691 0.81380712 0.55866256] [ 0.48169288 0.5842645 0.42177903 0.55400195 0.26993106] [ 0.40855985 0.70352286 0.32245362 0.66123669 0.40011434] [ 0.69364346 0.53163729 0.50584434 0.36009993 0.38561987] [ 0.40510284 0.58745641 0.39502198 0.64965669 0.40207533] [ 0.70735697 0.34080311 0.57569774 0.41972597 0.40269547] [ 0.52441838 0.41366717 0.68075468 0.68549164 0.49702882] [ 0.74742356 0.40880486 0.65125736 0.58915235 0.39819247] [ 0.44359848 0.60345579 0.30657257 0.70026131 0.54259218] [ 0.57179421 0.67041941 0.48818948 0.67647704 0.53107398] [ 0.63826907 0.52489836 0.38711408 0.29330114 0.287357 ] [ 0.39082022 0.54970717 0.34125607 0.75095713 0.51452946] [ 0.7406666 0.39200881 0.48063815 0.35421382 0.38753371] [ 0.35029482 0.56768807 0.51906681 0.60030759 0.60916503] [ 0.63633607 0.47773443 0.38120176 0.45511848 0.33642473] [ 0.39953889 0.51821344 0.49405598 0.67974014 0.38254468] [ 0.44035457 0.49543895 0.59062814 0.5485871 0.47958528] [ 0.54248522 0.61770713 0.59182469 0.64147182 0.5081998 ] [ 0.76908983 0.37654807 0.46108063 0.26222679 0.36587016] [ 0.54696477 0.73639633 0.36055272 0.55603284 0.48594986] [ 0.74757311 0.50811613 0.55960962 0.44489077 0.39567216] [ 0.61917075 0.56565011 0.41126961 0.26821492 0.37543175] [ 0.35334898 0.58740071 0.36640116 0.63401743 0.44674507] [ 0.47501457 0.47473335 0.54448814 0.53134296 0.56639363] [ 0.79630457 0.42915227 0.62293312 0.18119773 0.45688958] [ 0.70731616 0.43740154 0.60890302 0.5105597 0.40907858] [ 0.5197232 0.55905154 0.35392614 0.42894886 0.4634701 ] [ 0.7024705 0.53269508 0.50957612 0.34294789 0.39788179] [ 0.58342391 0.48941962 0.45150083 0.80652634 0.47491264] [ 0.5201167 0.48234033 0.42092582 0.56099482 0.29263346] [ 0.27306999 0.70531503 0.30157989 0.75292512 0.51744693] [ 0.42284023 0.56827348 0.52343428 0.72421986 0.66463198] [ 0.39010881 0.51489532 0.49794181 0.66000322 0.6003917 ] [ 0.6330695 0.63247328 0.41373914 0.63779233 0.34130099] [ 0.56280953 0.49937307 0.47276706 0.41725962 0.40451118] [ 0.27304483 0.63635386 0.30091931 0.70576409 0.53367208] [ 0.68873959 0.32669191 0.63569764 0.47447664 0.39781189] [ 0.58237454 0.55955709 0.45209789 0.55615472 0.45501014] [ 0.6967142 0.50405295 0.56083567 0.2382681 0.50512072] [ 0.39470542 0.66518613 0.45972665 0.70391156 0.49309845] [ 0.51850374 0.47456582 0.50273887 0.40946825 0.59212078] [ 0.74196346 0.38316782 0.60521536 0.40168598 0.39855097] [ 0.42332717 0.51768732 0.60885128 0.59282684 0.54152776] [ 0.64027426 0.58540014 0.2932043 0.61304863 0.43828666] [ 0.59601897 0.5492943 0.50586882 0.47842818 0.49421526] [ 0.56215915 0.53643381 0.45887093 0.49258913 0.54213948] [ 0.73001565 0.32056162 0.5048731 0.363006 0.35697212] [ 0.29434258 0.6121307 0.41663242 0.84591115 0.51933213] [ 0.57988903 0.50865505 0.38846957 0.44956444 0.50378282] [ 0.55527678 0.42300275 0.5435734 0.51009772 0.4949012 ] [ 0.60442086 0.61506338 0.45975278 0.44154386 0.3738864 ] [ 0.58201301 0.57900942 0.53173206 0.43845023 0.3503616 ] [ 0.24548823 0.56740296 0.36487769 0.76354846 0.63873606] [ 0.18049755 0.55066734 0.52324089 0.77221305 0.5105725 ] [ 0.72135758 0.47674406 0.47407882 0.22683555 0.39058488] [ 0.36672859 0.60956363 0.45274918 0.76356114 0.58184686] [ 0.43458047 0.69294936 0.46991141 0.57342367 0.4174971 ] [ 0.50654028 0.501398 0.505886 0.50574143 0.43091038] [ 0.78992721 0.38939272 0.54737945 0.17468463 0.45081333] [ 0.70484877 0.42341684 0.64013969 0.50616431 0.42354577] [ 0.76579336 0.3376239 0.56920249 0.47756434 0.38633736] [ 0.62195519 0.44026228 0.5887271 0.50974003 0.41322491] Progress: 55.3% ... Training loss: 0.439 ... Validation loss: 0.721[ 0.37642695 0.55386051 0.47039428 0.62516717 0.57343319] [ 0.57238856 0.33690808 0.55020191 0.2401175 0.48975875] [ 0.79282646 0.39346264 0.51532099 0.39600434 0.38394482] [ 0.72174262 0.49119095 0.42833869 0.39596201 0.37816655] [ 0.39927633 0.66218027 0.41658585 0.59069385 0.4263528 ] [ 0.72724241 0.51626646 0.35362121 0.44977311 0.3163797 ] [ 0.6312025 0.40615338 0.48327119 0.53687858 0.466691 ] [ 0.80958542 0.49093577 0.48492247 0.26879107 0.42507076] [ 0.28851076 0.74555706 0.29125133 0.73114044 0.51538351] [ 0.39465019 0.54867146 0.55058107 0.44079016 0.46765968] [ 0.67540896 0.50201332 0.51576092 0.56504724 0.40021792] [ 0.43456952 0.58491258 0.47868221 0.57163623 0.57485162] [ 0.47932457 0.53853743 0.50747603 0.45337319 0.41913824] [ 0.69564439 0.32116768 0.3787327 0.33541705 0.41988543] [ 0.51648266 0.45304279 0.57800762 0.66588786 0.41074943] [ 0.4093037 0.6674886 0.50017665 0.49740352 0.38148168] [ 0.31890736 0.66806264 0.46590792 0.55836019 0.47625604] [ 0.38784442 0.5591501 0.45849625 0.49804898 0.4646307 ] [ 0.67397866 0.33743307 0.54576027 0.60604842 0.51796144] [ 0.62457756 0.56273187 0.39535976 0.3890592 0.38498272] [ 0.67367638 0.66227286 0.34987881 0.45344547 0.43667814] [ 0.57702021 0.67843544 0.56076356 0.61565844 0.56494264] [ 0.60468924 0.51600182 0.45239583 0.47591613 0.42158299] [ 0.56272017 0.38830154 0.390115 0.42018613 0.48769402] [ 0.52244941 0.55609188 0.62558847 0.63798292 0.57110634] [ 0.37915232 0.42100218 0.55508639 0.51492424 0.59440224] [ 0.42622071 0.37057918 0.57252329 0.74238298 0.40620218] [ 0.728393 0.35248478 0.64645711 0.45433278 0.46185617] [ 0.32698451 0.57003032 0.58656712 0.75632548 0.53610093] [ 0.63371113 0.51692482 0.46098314 0.49423624 0.46669833] [ 0.61741032 0.48386522 0.36930615 0.59988857 0.37398903] [ 0.73094376 0.33529959 0.58315915 0.54147556 0.41480899] [ 0.42684382 0.43329238 0.53042859 0.56110667 0.49852528] [ 0.61855875 0.50415263 0.56408301 0.43194196 0.55436275] [ 0.45864946 0.52074884 0.44390624 0.61289253 0.31928412] [ 0.29759139 0.54207591 0.30115314 0.78465524 0.51709597] [ 0.87499401 0.32718587 0.57341193 0.16913365 0.42207392] [ 0.57473666 0.47069398 0.59088985 0.33394311 0.4968699 ] [ 0.31834949 0.69513373 0.34579734 0.67487161 0.51784357] [ 0.55584987 0.51969177 0.53166535 0.42325583 0.39454558] [ 0.61316063 0.49759839 0.47739619 0.51920843 0.36697396] [ 0.69520329 0.42716856 0.57733176 0.35234545 0.4116859 ] [ 0.63707742 0.47597996 0.56607646 0.62467046 0.4319563 ] [ 0.34901663 0.72889653 0.40690263 0.76689837 0.52373687] [ 0.61272108 0.54768138 0.58919886 0.69047261 0.52874919] [ 0.51780411 0.56014379 0.35353059 0.43000246 0.46388471] [ 0.55541094 0.61408962 0.44767827 0.58760018 0.37688195] [ 0.50341429 0.60421443 0.28786756 0.63833585 0.5463963 ] [ 0.68834312 0.53879944 0.58508273 0.23758656 0.44164778] [ 0.33282539 0.55070456 0.39902235 0.63398167 0.59452334] [ 0.76280315 0.39910533 0.60036566 0.54261017 0.40119878] [ 0.28098811 0.71171173 0.36751162 0.75393955 0.52594077] [ 0.5144088 0.62629066 0.42474987 0.62985638 0.51477138] [ 0.82983231 0.29528177 0.59090017 0.15474644 0.45182245] [ 0.19699781 0.68538269 0.39093511 0.81114598 0.64921861] [ 0.70079649 0.39203972 0.4724228 0.28498687 0.3471126 ] [ 0.46892237 0.52441703 0.51219467 0.75248683 0.46780777] [ 0.35131222 0.63129297 0.45173362 0.79357475 0.62039529] [ 0.580288 0.49959323 0.41492672 0.61322901 0.36455279] [ 0.48568546 0.56189336 0.36645025 0.53929766 0.39961823] [ 0.4646957 0.52471695 0.59881934 0.61252515 0.44943778] [ 0.44299546 0.57011167 0.44281977 0.45783184 0.47151797] [ 0.38145669 0.61023371 0.5241234 0.70578586 0.50990574] [ 0.35456738 0.53888729 0.48667327 0.74614273 0.57076939] [ 0.27318001 0.48122539 0.48423094 0.66523555 0.70456727] [ 0.45107847 0.7046161 0.49175017 0.76721818 0.58840994] [ 0.55998172 0.47236838 0.34211005 0.64849199 0.40195374] [ 0.2040455 0.6347592 0.45357183 0.69045941 0.49593317] [ 0.42208953 0.66495359 0.38551767 0.62808814 0.43734076] [ 0.34460594 0.63428567 0.5065157 0.6304069 0.52550185] [ 0.2598079 0.46311029 0.39149166 0.83611445 0.55990249] [ 0.51214131 0.67385833 0.33906817 0.4037948 0.36014183] [ 0.74206693 0.42966169 0.48283212 0.54610302 0.40064192] [ 0.5612746 0.43185365 0.39192276 0.49680953 0.53670057] [ 0.44545039 0.43544362 0.69952775 0.55403927 0.59822745] [ 0.54818522 0.33142304 0.4597119 0.47324677 0.49101127] [ 0.80162542 0.38149614 0.48354706 0.14696327 0.34385107] [ 0.44325064 0.42724278 0.54915234 0.6124149 0.42511624] [ 0.42995162 0.71842264 0.28148691 0.61698079 0.47585012] [ 0.65890868 0.48316965 0.45961985 0.31598672 0.39846476] [ 0.8018142 0.44589629 0.53003129 0.26735002 0.40062504] [ 0.44238494 0.62881505 0.33773463 0.65335115 0.38079324] [ 0.63453869 0.64175847 0.35073334 0.57822002 0.38075525] [ 0.58741147 0.60779702 0.35297712 0.40258197 0.46552338] [ 0.5344037 0.56648486 0.43167465 0.50169308 0.51150363] [ 0.67270097 0.35353251 0.65404089 0.31772232 0.42832272] [ 0.5945205 0.49179526 0.50929147 0.43985219 0.64960601] [ 0.73011356 0.40639936 0.37612863 0.36708487 0.49262858] [ 0.72753887 0.64763606 0.5040034 0.42992562 0.4963752 ] [ 0.79413435 0.55847978 0.50906233 0.49424122 0.39509326] [ 0.63453869 0.64175847 0.35073334 0.57822002 0.38075525] [ 0.71707224 0.4220727 0.49901365 0.38203756 0.36822721] [ 0.16804881 0.70459467 0.34028361 0.79636726 0.56005481] [ 0.33977772 0.55576318 0.59602198 0.49407194 0.50929019] [ 0.61291627 0.47860308 0.3807783 0.52900857 0.31142624] [ 0.51267641 0.63106462 0.48375665 0.55390911 0.48166246] [ 0.61020241 0.47510596 0.40238848 0.33997219 0.38258165] [ 0.3856161 0.60437599 0.35653979 0.74757291 0.38717717] [ 0.5051635 0.61336873 0.45799145 0.5210765 0.52677919] [ 0.45168364 0.36673304 0.58603051 0.38885473 0.70938199] [ 0.75766392 0.32026007 0.55697829 0.32610658 0.4148927 ] [ 0.38689158 0.55457442 0.44035223 0.79101004 0.48737259] [ 0.49099493 0.43511319 0.58685554 0.7019683 0.36944628] [ 0.55809564 0.4982878 0.5122428 0.40766005 0.52461092] [ 0.7332447 0.47259666 0.62195184 0.47260319 0.47524983] [ 0.65719873 0.55981591 0.44720558 0.62159645 0.42738998] [ 0.38391796 0.6065681 0.33591035 0.58608463 0.46969981] [ 0.86366348 0.60770923 0.50857857 0.30841216 0.35847015] [ 0.74539111 0.43302968 0.57453015 0.66956721 0.40428648] [ 0.35943052 0.56030994 0.60737495 0.56597293 0.56304451] [ 0.45506313 0.42471797 0.47775335 0.74752742 0.46854287] [ 0.37397523 0.55820681 0.40511501 0.56282765 0.36700559] [ 0.72435227 0.5170663 0.6171117 0.24749967 0.38334456] [ 0.52284957 0.46419382 0.33085761 0.57302123 0.59721811] [ 0.60395629 0.50745587 0.33979335 0.48264836 0.48609495] [ 0.56145814 0.38095827 0.62048928 0.42891925 0.45350113] [ 0.56093565 0.49187375 0.5713854 0.59035561 0.427316 ] [ 0.32104266 0.65528297 0.41406917 0.63392593 0.52147292] [ 0.67465628 0.39586103 0.49346274 0.39636822 0.39268883] [ 0.82475282 0.39453827 0.57171022 0.1564727 0.34919613] [ 0.33269236 0.48991218 0.44433824 0.75125632 0.46236948] [ 0.50117209 0.58619042 0.50409671 0.5634294 0.58586394] [ 0.39367183 0.40685984 0.61905344 0.58706235 0.53185542] [ 0.6372017 0.41419658 0.54452123 0.48800405 0.50591837] [ 0.50004071 0.46665133 0.42869385 0.6531559 0.36065053] [ 0.64383896 0.38060001 0.66003286 0.41765242 0.4600119 ] [ 0.7209956 0.44500587 0.44881835 0.2507091 0.39958421] [ 0.58978342 0.42276806 0.43498505 0.49296389 0.40550567] Progress: 55.4% ... Training loss: 0.439 ... Validation loss: 0.721[ 0.50634204 0.53781738 0.54427348 0.62203527 0.55515015] [ 0.66341891 0.50446976 0.46798182 0.28738193 0.45149848] [ 0.52906801 0.4504786 0.37575365 0.39531852 0.41336481] [ 0.45603348 0.44203634 0.45819298 0.6298602 0.49983925] [ 0.54745594 0.47032146 0.55725637 0.32914307 0.37780198] [ 0.35794689 0.68633905 0.30148725 0.71539516 0.46113737] [ 0.71163326 0.45807503 0.58063319 0.27174958 0.39302448] [ 0.71732196 0.38880219 0.60094377 0.58313129 0.39351578] [ 0.59528099 0.44580383 0.64149212 0.4578202 0.42660152] [ 0.76342603 0.54956081 0.43211801 0.36194548 0.41048081] [ 0.40251489 0.49260536 0.46610921 0.65995316 0.38921779] [ 0.5380528 0.48721709 0.35509636 0.38721097 0.46519283] [ 0.38523283 0.64783069 0.39022611 0.69191789 0.4435679 ] [ 0.46386562 0.60499139 0.41393036 0.49554787 0.39136299] [ 0.74753328 0.39547595 0.54047215 0.44844488 0.41959495] [ 0.62686312 0.53009635 0.53568022 0.4461244 0.49056594] [ 0.54157765 0.47989573 0.44108865 0.73766457 0.39034763] [ 0.72330517 0.54476577 0.53258737 0.2708469 0.39603616] [ 0.54254667 0.57573016 0.40327578 0.40769589 0.43833332] [ 0.19988273 0.64869673 0.35631825 0.90095663 0.59334765] [ 0.42591525 0.61249879 0.53243278 0.61178151 0.48148319] [ 0.26626314 0.61366368 0.37253745 0.84448401 0.60093278] [ 0.83390125 0.53947522 0.45861188 0.4041786 0.42046215] [ 0.69208987 0.51998652 0.4216863 0.31878002 0.43635685] [ 0.76819501 0.47847608 0.48748188 0.3997535 0.41593447] [ 0.42736355 0.6410118 0.41540417 0.59726894 0.37433254] [ 0.41632457 0.55373268 0.5263218 0.59971416 0.59572775] [ 0.59607672 0.62041962 0.41671205 0.65445305 0.36857537] [ 0.58604038 0.58116811 0.32550836 0.51217404 0.39332194] [ 0.57046248 0.44754154 0.58466256 0.52237222 0.37047369] [ 0.43641174 0.56085751 0.48960917 0.74468072 0.65437376] [ 0.42376602 0.51422935 0.43147748 0.72201082 0.41209491] [ 0.42982864 0.59361564 0.38255278 0.62563397 0.58359038] [ 0.26229219 0.53391279 0.5318228 0.68258525 0.65663422] [ 0.35983152 0.59115808 0.33591018 0.69691066 0.5568847 ] [ 0.50123283 0.47137582 0.5921358 0.66796991 0.42135699] [ 0.6225408 0.50512208 0.46092203 0.4949221 0.39301206] [ 0.40679758 0.55281474 0.47457645 0.57658829 0.34768636] [ 0.20927225 0.6411467 0.41293431 0.78099066 0.48220902] [ 0.3553786 0.58156149 0.42656162 0.87084846 0.53030889] [ 0.83514522 0.48065371 0.51532563 0.36728247 0.32826491] [ 0.73040815 0.5209442 0.46137934 0.40148312 0.30839731] [ 0.26200866 0.49223467 0.43741752 0.79726986 0.50650928] [ 0.4328876 0.55798211 0.38848093 0.62122491 0.50782299] [ 0.80197953 0.53621348 0.61160437 0.33815527 0.42671586] [ 0.35488142 0.71685821 0.40193578 0.64177855 0.37434223] [ 0.18076516 0.64280242 0.46013005 0.79978495 0.43571826] [ 0.36202579 0.57936922 0.45521948 0.68614456 0.62094214] [ 0.56980234 0.51989035 0.53583026 0.77024343 0.54474715] [ 0.49671623 0.70711166 0.53448315 0.76311266 0.57861292] [ 0.37243526 0.70316748 0.45189644 0.69031676 0.38139356] [ 0.62164655 0.52766516 0.48364693 0.40991901 0.52744366] [ 0.41580247 0.63108468 0.42287095 0.68652016 0.45377146] [ 0.4096686 0.66979277 0.34004958 0.75357307 0.38134781] [ 0.79050387 0.34928526 0.54160931 0.27273761 0.46511283] [ 0.62708474 0.46227721 0.46335192 0.35202689 0.46638291] [ 0.73217835 0.37200089 0.39487327 0.22373261 0.45282146] [ 0.63606402 0.49512777 0.57776451 0.66294777 0.35621646] [ 0.74594255 0.35083715 0.47414901 0.25358745 0.3771451 ] [ 0.66353951 0.35674291 0.52283155 0.64247034 0.46266688] [ 0.2942777 0.59152942 0.37221454 0.83706979 0.5035764 ] [ 0.5447654 0.45609497 0.48669215 0.79021379 0.48439243] [ 0.36972249 0.54055945 0.57676403 0.42363666 0.49184438] [ 0.79858294 0.47607453 0.52782435 0.38912225 0.45154539] [ 0.65526741 0.53567036 0.44396843 0.30701414 0.5894064 ] [ 0.66420478 0.57897465 0.37150372 0.63605971 0.38505959] [ 0.59611941 0.42187809 0.55722336 0.57169607 0.31493549] [ 0.63968842 0.57398042 0.39081346 0.37557376 0.43570292] [ 0.25765648 0.53911348 0.54449328 0.78995338 0.5635141 ] [ 0.70630309 0.66131729 0.36115252 0.57456257 0.52312928] [ 0.56802397 0.6724452 0.39670959 0.54560857 0.41311422] [ 0.71879567 0.39872525 0.42128527 0.15185256 0.33746143] [ 0.56921835 0.51936481 0.47478563 0.59859354 0.35488625] [ 0.64006465 0.40119257 0.42155792 0.69020461 0.36026693] [ 0.55163141 0.38158266 0.4844797 0.26663663 0.43225502] [ 0.51950441 0.42921889 0.47262541 0.5738434 0.39590378] [ 0.65807782 0.45787738 0.47595717 0.51410207 0.5321563 ] [ 0.58829505 0.59614857 0.33122517 0.60903016 0.4779382 ] [ 0.66955294 0.57220317 0.56113955 0.28452307 0.56703277] [ 0.49448522 0.55080517 0.43147354 0.44490059 0.3715209 ] [ 0.67226401 0.47663962 0.61416999 0.60270132 0.34626279] [ 0.74561712 0.43283017 0.57461901 0.66932798 0.40419981] [ 0.44445342 0.61607838 0.36340229 0.65849233 0.49287269] [ 0.46588199 0.40225172 0.48134465 0.75701221 0.42713901] [ 0.62473206 0.52227298 0.48336357 0.54782808 0.59712898] [ 0.45029551 0.52988195 0.44323524 0.5058416 0.35334327] [ 0.50236195 0.46227647 0.43456858 0.53016276 0.69283159] [ 0.46139801 0.49267228 0.6012435 0.73093099 0.45143177] [ 0.50585227 0.46451122 0.54466219 0.69980622 0.52329357] [ 0.58109562 0.41808896 0.49175274 0.60165169 0.50564948] [ 0.63174295 0.56584524 0.38794402 0.49606794 0.43608 ] [ 0.38890964 0.57283775 0.44198816 0.62850598 0.38133224] [ 0.31893558 0.66802757 0.46592717 0.55834254 0.47623381] [ 0.46887576 0.48057854 0.45906654 0.5180932 0.50245149] [ 0.71366309 0.28538779 0.43497327 0.31163864 0.45467403] [ 0.72632526 0.42815773 0.44992082 0.32646743 0.52511794] [ 0.56923396 0.49131107 0.28693725 0.34648362 0.4122961 ] [ 0.68932416 0.34550285 0.49790835 0.26146758 0.39828514] [ 0.67221371 0.36889602 0.46423537 0.2174977 0.51313855] [ 0.30374425 0.65577957 0.32140343 0.76420492 0.42094307] [ 0.84136865 0.45366497 0.51994578 0.33651627 0.39362197] [ 0.45761065 0.66448811 0.40459271 0.58194196 0.36083575] [ 0.77386293 0.37046818 0.49787268 0.4309778 0.33764763] [ 0.66062376 0.45261771 0.52842431 0.60235835 0.34503054] [ 0.34413307 0.52409908 0.53580496 0.69106531 0.49937766] [ 0.62113597 0.53916214 0.41527371 0.48521104 0.34082591] [ 0.80098185 0.38157883 0.56904803 0.19378869 0.42336984] [ 0.41632457 0.55373268 0.5263218 0.59971416 0.59572775] [ 0.60848129 0.55568352 0.4745281 0.46533935 0.37658498] [ 0.27833661 0.70119039 0.32795246 0.82464139 0.48679561] [ 0.84791322 0.35285817 0.54591926 0.16020665 0.40792958] [ 0.62048 0.5569093 0.40448902 0.41755094 0.46834507] [ 0.70796526 0.44110519 0.58523695 0.4248327 0.38041815] [ 0.27615748 0.61690149 0.44838288 0.67897132 0.56479064] [ 0.81277682 0.47720248 0.57609134 0.37449022 0.31294475] [ 0.25641948 0.71041493 0.34333551 0.68978813 0.52147221] [ 0.57558145 0.67395706 0.49401026 0.5416062 0.55280429] [ 0.57855267 0.5544348 0.37163378 0.62905129 0.44602048] [ 0.30340379 0.4850991 0.6502726 0.63291599 0.53604215] [ 0.79659041 0.4289903 0.62299093 0.18114447 0.45682808] [ 0.59189619 0.46855122 0.52201402 0.61857818 0.39652442] [ 0.83381628 0.35444903 0.63751305 0.32362923 0.37842083] [ 0.57401983 0.51382254 0.42049806 0.74675258 0.32012662] [ 0.32203054 0.55141542 0.47696423 0.56414061 0.53780459] [ 0.44734781 0.5638334 0.65787917 0.73026602 0.57875675] [ 0.72248091 0.3299694 0.41671706 0.41604159 0.39330138] [ 0.47489341 0.55762822 0.39593022 0.55567358 0.62197428] [ 0.42666556 0.55551938 0.47015535 0.81352494 0.56883836] Progress: 55.4% ... Training loss: 0.439 ... Validation loss: 0.720[ 0.2354053 0.73134082 0.39185235 0.69976512 0.48259237] [ 0.14752624 0.58925696 0.37749052 0.75262681 0.63433537] [ 0.34553876 0.58191948 0.53007412 0.70209903 0.6342492 ] [ 0.36171756 0.47517383 0.45736467 0.65621235 0.42232577] [ 0.72954355 0.5585609 0.44272602 0.48370763 0.42026137] [ 0.48367608 0.61466361 0.51586253 0.65859582 0.45731899] [ 0.3085303 0.55452115 0.40268022 0.81694583 0.55923638] [ 0.7040979 0.48947584 0.60179433 0.28266883 0.50500789] [ 0.61282793 0.60613603 0.4644171 0.51970158 0.40988137] [ 0.67567075 0.40377869 0.65270841 0.42136164 0.45860245] [ 0.44816013 0.3744654 0.59909393 0.6383786 0.46935315] [ 0.80664076 0.38716288 0.68009371 0.23116954 0.43640669] [ 0.81502643 0.46173905 0.47300892 0.28242046 0.4370624 ] [ 0.38491232 0.45101695 0.68396473 0.66483505 0.56246624] [ 0.38379878 0.5199316 0.55395455 0.72230391 0.55149884] [ 0.56775319 0.47741155 0.652771 0.62994504 0.49283615] [ 0.61387805 0.42216613 0.35766262 0.3781345 0.29526279] [ 0.88152542 0.36818729 0.49699473 0.26914996 0.35987327] [ 0.36718144 0.53045407 0.54077627 0.81239313 0.53049974] [ 0.45019785 0.54191326 0.48069904 0.8440286 0.45244561] [ 0.63774258 0.333582 0.752861 0.49079158 0.43312493] [ 0.59708286 0.63355257 0.245312 0.54570069 0.38565594] [ 0.19806408 0.64792665 0.41740561 0.88932023 0.59831323] [ 0.79531426 0.47467731 0.59541953 0.23028476 0.44477458] [ 0.72954355 0.5585609 0.44272602 0.48370763 0.42026137] [ 0.43259278 0.6095393 0.44731798 0.6927645 0.46054147] [ 0.4211532 0.56673484 0.58518754 0.73634297 0.51958317] [ 0.55949723 0.60390151 0.42290282 0.61686951 0.56970159] [ 0.30645896 0.66421187 0.37776966 0.78272878 0.49543254] [ 0.53865421 0.39218798 0.52958751 0.67425499 0.41659953] [ 0.60713408 0.43710509 0.49694376 0.35945185 0.31061414] [ 0.32154501 0.52263381 0.32079579 0.72116292 0.50289823] [ 0.62830399 0.5730243 0.42081118 0.65349637 0.51678321] [ 0.43355234 0.41271114 0.52085175 0.73155116 0.47566581] [ 0.53572873 0.53437544 0.51418174 0.39507028 0.46666985] [ 0.85520087 0.4315818 0.49195622 0.32591612 0.41219784] [ 0.44987769 0.52471147 0.41479741 0.51926266 0.36687153] [ 0.38877996 0.67323218 0.30050726 0.63431965 0.51255553] [ 0.59479638 0.44408813 0.48838939 0.59356093 0.49307971] [ 0.58782386 0.55152267 0.41849297 0.63742085 0.56617547] [ 0.79554676 0.33167428 0.58270176 0.36037351 0.43390709] [ 0.3621219 0.56897481 0.50954166 0.54376722 0.46969057] [ 0.57230689 0.55822938 0.4269405 0.57781831 0.50603381] [ 0.75870362 0.45021852 0.54260855 0.40522795 0.39792565] [ 0.30291144 0.63317447 0.4519446 0.78330489 0.38501804] [ 0.51909629 0.56914009 0.41555905 0.58251085 0.42709503] [ 0.62762238 0.52146853 0.48258163 0.34843938 0.31133957] [ 0.61499331 0.61084194 0.33919067 0.51844097 0.44984334] [ 0.49981916 0.47209098 0.59185249 0.66862887 0.42163011] [ 0.33439814 0.61559345 0.42069098 0.51157389 0.60914813] [ 0.74723937 0.34074477 0.58013616 0.2665188 0.31372547] [ 0.33878978 0.69443935 0.33898522 0.67760674 0.50253532] [ 0.29350494 0.60401178 0.44625223 0.8225588 0.44861397] [ 0.23124373 0.67299724 0.43899626 0.7561475 0.51592477] [ 0.63768807 0.55686233 0.41751217 0.51087657 0.38876749] [ 0.6863798 0.38799124 0.34760118 0.42991609 0.42019303] [ 0.27444542 0.65856218 0.33479105 0.73782553 0.46276695] [ 0.55411508 0.35003455 0.42357539 0.44706106 0.45078863] [ 0.56256127 0.4780885 0.41263748 0.49326186 0.48129338] [ 0.71638443 0.47598251 0.47341206 0.36327017 0.33292248] [ 0.7975611 0.50640749 0.45423891 0.25007383 0.40705025] [ 0.44972759 0.39447275 0.47743351 0.8312398 0.54020508] [ 0.2923524 0.57590203 0.508435 0.7453822 0.40584197] [ 0.5415681 0.44619203 0.50138185 0.50604477 0.45052943] [ 0.81293166 0.3451804 0.4553223 0.15533861 0.33896976] [ 0.31742293 0.63921553 0.48045636 0.6109738 0.453534 ] [ 0.3071483 0.60086166 0.37067307 0.77186915 0.4821121 ] [ 0.1704594 0.71720254 0.36161636 0.72092328 0.536165 ] [ 0.35136217 0.55283248 0.4412703 0.74962718 0.35443248] [ 0.50820486 0.50695395 0.48244936 0.64273881 0.62538026] [ 0.71271716 0.39372204 0.62035145 0.42173008 0.40544057] [ 0.69384442 0.30215986 0.64658036 0.22997367 0.47417071] [ 0.58601354 0.4608241 0.3757888 0.53376628 0.34203476] [ 0.30971879 0.52810015 0.42761921 0.80862246 0.6243466 ] [ 0.17525174 0.71373781 0.37548832 0.81067452 0.4755976 ] [ 0.40974907 0.49963591 0.56083284 0.6079295 0.61409792] [ 0.68021222 0.48446965 0.4758309 0.22034193 0.46137034] [ 0.3940842 0.70076168 0.23966082 0.70249427 0.48587549] [ 0.72811871 0.36974276 0.50895335 0.66625381 0.44255653] [ 0.69543051 0.36226465 0.69399938 0.52683702 0.3868792 ] [ 0.66602801 0.37400319 0.67739819 0.46889739 0.45279996] [ 0.52706139 0.58719072 0.32346564 0.66359686 0.55737012] [ 0.51530599 0.49887912 0.5116293 0.49489497 0.41941559] [ 0.70801247 0.50957501 0.4298027 0.51056466 0.49477919] [ 0.54668069 0.66017864 0.31221661 0.40458128 0.36725452] [ 0.19122447 0.60000181 0.52855498 0.7327881 0.61868155] [ 0.7943738 0.37195747 0.54780582 0.34607968 0.41972391] [ 0.63570833 0.3910385 0.69273817 0.52537855 0.50347661] [ 0.44657944 0.41067712 0.55972587 0.60660537 0.47230501] [ 0.83384435 0.55830219 0.63320501 0.37892517 0.35954612] [ 0.41945632 0.69784892 0.44148816 0.60017575 0.37150863] [ 0.53278149 0.55020497 0.49564838 0.50943571 0.362211 ] [ 0.39977569 0.58035635 0.49627256 0.777351 0.51260114] [ 0.63691961 0.41015567 0.56440213 0.49999186 0.38712801] [ 0.29927436 0.57034584 0.38164579 0.733799 0.60146964] [ 0.64239639 0.4352253 0.50820652 0.58766897 0.33140101] [ 0.67535079 0.39547839 0.49362975 0.39579766 0.39254661] [ 0.6957431 0.39050651 0.43415959 0.26665082 0.36614471] [ 0.41597254 0.63404943 0.4131838 0.60708313 0.48192127] [ 0.52492288 0.50172316 0.46851775 0.50372858 0.50526213] [ 0.54668069 0.66017864 0.31221661 0.40458128 0.36725452] [ 0.41195602 0.65456328 0.53056619 0.64184263 0.61086728] [ 0.52475682 0.63986928 0.53987628 0.54140052 0.45057551] [ 0.2081928 0.59637381 0.4921938 0.79483801 0.48508777] [ 0.89274379 0.35516662 0.60345803 0.13123601 0.29376784] [ 0.57866434 0.43248238 0.53883561 0.7086431 0.47752768] [ 0.7228374 0.45860756 0.35409609 0.2128053 0.32391051] [ 0.4037896 0.64158736 0.33166653 0.50949266 0.56326154] [ 0.54316198 0.53814574 0.57795883 0.71280421 0.42443114] [ 0.52925674 0.40833436 0.6134194 0.41252182 0.49891113] [ 0.49087205 0.4468123 0.59931048 0.62635188 0.51312808] [ 0.42425662 0.60357902 0.55324588 0.64589116 0.53508723] [ 0.43016607 0.6783559 0.56930888 0.53643963 0.55043181] [ 0.43299012 0.47121352 0.48687443 0.75818686 0.47863891] [ 0.64032459 0.63822602 0.51158291 0.57711489 0.46771718] [ 0.37918319 0.53541558 0.5518452 0.74394946 0.61495859] [ 0.68333131 0.394966 0.42657123 0.60518039 0.30196463] [ 0.69351593 0.38508934 0.65400536 0.47736806 0.50143945] [ 0.54518187 0.57804419 0.39586354 0.61113168 0.48303386] [ 0.56590753 0.45190727 0.51883596 0.35153144 0.52638539] [ 0.5075034 0.52699862 0.52903123 0.58202981 0.31833288] [ 0.77277392 0.35466827 0.57022768 0.25172483 0.47882126] [ 0.31542126 0.66696826 0.37545069 0.72436547 0.5808946 ] [ 0.51095979 0.6491902 0.36458029 0.48255789 0.45440329] [ 0.40057318 0.5208274 0.53168719 0.45916899 0.51937734] [ 0.89063791 0.47083298 0.50402424 0.21262874 0.33321445] [ 0.40288054 0.54787865 0.44341521 0.66515081 0.63745456] [ 0.42522746 0.61299097 0.51681551 0.66775642 0.45177186] Progress: 55.5% ... Training loss: 0.438 ... Validation loss: 0.718[ 0.59186257 0.57466142 0.2647225 0.34855119 0.38180554] [ 0.58196548 0.55913855 0.57210112 0.45978131 0.39265946] [ 0.52719895 0.5179672 0.51959416 0.41511842 0.38724222] [ 0.4738818 0.47326995 0.45697192 0.75484913 0.4542188 ] [ 0.76547831 0.5089869 0.44834801 0.37767067 0.33591838] [ 0.23195287 0.64273384 0.362871 0.83332842 0.57582825] [ 0.26265136 0.73119564 0.26958522 0.82514701 0.61605051] [ 0.57997386 0.51112572 0.47376962 0.45850315 0.65242755] [ 0.50760057 0.53308338 0.54411806 0.69964371 0.50013092] [ 0.33499548 0.54077457 0.49415978 0.46979346 0.5456536 ] [ 0.47663144 0.63143428 0.48335525 0.50753112 0.49769739] [ 0.69936232 0.38232315 0.56415481 0.51387413 0.40310183] [ 0.524977 0.52314728 0.47742396 0.48638008 0.46448123] [ 0.22070334 0.79212715 0.35329274 0.81468508 0.52369913] [ 0.78624877 0.49308292 0.48429386 0.2494828 0.25499949] [ 0.68993826 0.53662043 0.3563074 0.52310524 0.44987405] [ 0.60775005 0.38326542 0.5627606 0.51511925 0.35955677] [ 0.56877095 0.48322004 0.50581513 0.41152148 0.42266907] [ 0.19446539 0.61328591 0.30600239 0.80172199 0.59759068] [ 0.46055643 0.65460139 0.44812156 0.60949547 0.42308544] [ 0.66070877 0.53404233 0.43435935 0.38640887 0.52444683] [ 0.84193877 0.37648913 0.4734018 0.25696419 0.42895478] [ 0.58221481 0.44607669 0.28458086 0.58380993 0.38726911] [ 0.75421523 0.39368321 0.45886507 0.21060285 0.31784671] [ 0.73501164 0.36777125 0.52319426 0.31619068 0.46880663] [ 0.27429731 0.58854493 0.43390043 0.62674136 0.48948338] [ 0.40814224 0.54864516 0.46309011 0.83214652 0.56598438] [ 0.34062997 0.49468827 0.48088025 0.64609674 0.5719155 ] [ 0.8242458 0.56464394 0.59874052 0.33190945 0.41949962] [ 0.58211638 0.61069926 0.35136841 0.42899541 0.57063837] [ 0.44838267 0.5584922 0.39175259 0.52342788 0.4578766 ] [ 0.2966121 0.55283131 0.46706278 0.89678679 0.67955221] [ 0.83966063 0.3480367 0.47295586 0.23050213 0.44179432] [ 0.62256265 0.60254112 0.45372738 0.48944765 0.56438507] [ 0.71376984 0.50484632 0.43869078 0.3919111 0.42195868] [ 0.79906842 0.32425601 0.56875184 0.16495851 0.40963061] [ 0.53752918 0.43601833 0.54828994 0.40888261 0.36262707] [ 0.44240625 0.55810227 0.52411972 0.53981922 0.54277562] [ 0.50228765 0.66573977 0.36578806 0.49280326 0.38396983] [ 0.51705766 0.45485953 0.58918475 0.59147989 0.44288458] [ 0.47028838 0.48212416 0.40226594 0.48203402 0.51470733] [ 0.19828855 0.67295118 0.34488864 0.67321027 0.45238996] [ 0.86243559 0.39767705 0.52826291 0.23435324 0.35924758] [ 0.42750116 0.73760942 0.33444405 0.68446716 0.55800523] [ 0.57145179 0.69572129 0.46415505 0.56627423 0.38350723] [ 0.48389708 0.71243769 0.39100023 0.62444388 0.55308275] [ 0.5461288 0.49755656 0.61946593 0.3600863 0.57226181] [ 0.3720214 0.70412053 0.34992199 0.69112014 0.41537498] [ 0.65251043 0.51267831 0.31355167 0.54411903 0.49905772] [ 0.4243924 0.54393058 0.55562187 0.65209936 0.46301937] [ 0.40904345 0.53939657 0.46373997 0.84211858 0.58369053] [ 0.37096564 0.65821271 0.38963756 0.60489455 0.38947602] [ 0.30088124 0.58878066 0.36821436 0.83767401 0.53295832] [ 0.60335424 0.46288159 0.4076684 0.40733157 0.43790866] [ 0.5948548 0.48074948 0.46516096 0.54462908 0.35249624] [ 0.48122499 0.44639651 0.5534221 0.38220183 0.55455241] [ 0.53938283 0.50201772 0.5557061 0.46885855 0.52221474] [ 0.83929575 0.47050952 0.32280934 0.53674662 0.37713746] [ 0.62793177 0.645041 0.45045353 0.3287803 0.42845852] [ 0.48292187 0.67048205 0.56518981 0.53213734 0.51538422] [ 0.59681433 0.51733847 0.47919124 0.35317873 0.61389319] [ 0.74766946 0.34117659 0.54272499 0.31587176 0.40790426] [ 0.59315163 0.45317973 0.46095059 0.55247158 0.35596156] [ 0.20102438 0.67302974 0.47107982 0.84614235 0.47660103] [ 0.45933961 0.52893808 0.5007539 0.6661584 0.44948564] [ 0.43347735 0.42633554 0.36339348 0.527426 0.50017523] [ 0.71890019 0.47064259 0.41604928 0.38631075 0.36284352] [ 0.55726812 0.45356567 0.54146483 0.58452871 0.40058619] [ 0.61875738 0.66978611 0.33235773 0.58234524 0.44261292] [ 0.71117385 0.57031061 0.6199768 0.51518792 0.41379567] [ 0.67255869 0.34839085 0.69757914 0.35784659 0.44243368] [ 0.48131102 0.41928558 0.48828484 0.76267869 0.57765026] [ 0.64343879 0.38074506 0.65996699 0.41781175 0.46007095] [ 0.59630545 0.39216601 0.61888584 0.29970889 0.60247717] [ 0.52833 0.51470981 0.57183178 0.6430888 0.42053996] [ 0.60090918 0.44337043 0.38923375 0.29304783 0.32564706] [ 0.61184543 0.6192286 0.26081194 0.45953114 0.38264271] [ 0.59980828 0.47235775 0.60234016 0.65111908 0.33037571] [ 0.39919189 0.66521739 0.4342416 0.59248976 0.42504601] [ 0.49598873 0.47044624 0.56204939 0.40992159 0.69926776] [ 0.48171326 0.48967907 0.48355017 0.52510742 0.46751772] [ 0.27943665 0.56236975 0.43798335 0.79796075 0.41528224] [ 0.69254624 0.60336803 0.44343291 0.49630215 0.36638727] [ 0.68195821 0.57062914 0.45787524 0.48367634 0.33005826] [ 0.53153966 0.60147291 0.54491925 0.63775349 0.54588331] [ 0.37427596 0.64051958 0.50525182 0.59260386 0.43255433] [ 0.64702283 0.42461264 0.67595968 0.5134062 0.45518952] [ 0.86670087 0.41902849 0.4130629 0.2687901 0.37815743] [ 0.76190493 0.33253503 0.6430522 0.22089753 0.45605403] [ 0.42858327 0.52905235 0.50649118 0.75039076 0.54467377] [ 0.70669158 0.5116268 0.5325419 0.24953067 0.33258651] [ 0.70978484 0.46341867 0.55577558 0.26948557 0.52910799] [ 0.27838729 0.69830256 0.39167968 0.64082103 0.44901793] [ 0.43415326 0.69918363 0.43100119 0.61542629 0.481554 ] [ 0.52535468 0.60887625 0.5281877 0.51019695 0.38881236] [ 0.50051705 0.5936984 0.38519517 0.52085962 0.4703439 ] [ 0.51010384 0.44952808 0.58570544 0.40477467 0.37547016] [ 0.71601054 0.36022554 0.53679526 0.36225427 0.32920593] [ 0.40265494 0.61150128 0.42038615 0.66143757 0.60319215] [ 0.69205077 0.48875528 0.57827751 0.24233274 0.56920658] [ 0.43005983 0.51744696 0.55013227 0.42478633 0.75505245] [ 0.5906696 0.41763002 0.65192619 0.69138195 0.44988285] [ 0.39739481 0.5071561 0.41821103 0.48180182 0.48244145] [ 0.64767932 0.46353744 0.56111715 0.16933312 0.32572409] [ 0.80642694 0.46593362 0.55801787 0.16494902 0.43077058] [ 0.69479425 0.44204141 0.53313728 0.37180165 0.44761294] [ 0.43204941 0.47171508 0.48665033 0.75857708 0.47884308] [ 0.37198256 0.63126489 0.56322618 0.57253648 0.53505514] [ 0.75875176 0.49117593 0.60037525 0.47769553 0.36552229] [ 0.73769714 0.41288608 0.49729458 0.20608916 0.44400427] [ 0.66933645 0.34484436 0.6079011 0.58013061 0.470059 ] [ 0.61497195 0.62383278 0.52771614 0.48550514 0.43707167] [ 0.55430362 0.51106202 0.57776084 0.32391527 0.55039538] [ 0.55427877 0.63389461 0.41717535 0.75223827 0.56435364] [ 0.5328005 0.59930524 0.44131363 0.42644898 0.47512912] [ 0.66496319 0.51570215 0.40113782 0.41518805 0.38304131] [ 0.55138119 0.61889471 0.27225133 0.5058719 0.38762646] [ 0.42981632 0.62040407 0.53563075 0.69934276 0.51758776] [ 0.68439997 0.53746345 0.37504705 0.47569017 0.34306459] [ 0.49914767 0.64475827 0.46395144 0.65544313 0.51237073] [ 0.53624773 0.54016204 0.42752375 0.8179576 0.5303226 ] [ 0.57398083 0.4236772 0.59090005 0.62400631 0.36693569] [ 0.7345426 0.39418068 0.49087972 0.6951496 0.43950981] [ 0.78188897 0.34567544 0.45435383 0.41322176 0.49601695] [ 0.50132032 0.47488279 0.58394769 0.36751653 0.41350722] [ 0.63331038 0.45837246 0.49668114 0.59030805 0.46707036] [ 0.51593211 0.43648025 0.45986693 0.56977253 0.35730429] [ 0.6938698 0.45383678 0.61678097 0.54879437 0.44738991] Progress: 55.5% ... Training loss: 0.438 ... Validation loss: 0.720[ 0.82145912 0.43740814 0.48575468 0.29598601 0.42770236] [ 0.56995413 0.51993147 0.53578521 0.77012909 0.54482387] [ 0.65026899 0.50867526 0.48522913 0.40666304 0.44281254] [ 0.28120022 0.62766027 0.29660881 0.684444 0.53928968] [ 0.44557117 0.52314996 0.57874894 0.78767854 0.62365958] [ 0.42277931 0.65221201 0.54881864 0.70988891 0.55714693] [ 0.73491371 0.3263598 0.43365094 0.1998424 0.35462927] [ 0.51140673 0.36882204 0.53544689 0.65578563 0.55987069] [ 0.51474708 0.67779967 0.48201978 0.62063989 0.43740805] [ 0.293344 0.70172083 0.28002881 0.81565678 0.62615605] [ 0.83643947 0.35684914 0.54223737 0.24595929 0.37494004] [ 0.67533295 0.40188588 0.5584318 0.61088026 0.37673221] [ 0.67548232 0.46248367 0.50352026 0.2484384 0.42150808] [ 0.38778037 0.43785033 0.61658587 0.38412756 0.6770365 ] [ 0.55331516 0.63037933 0.51221737 0.67197404 0.34924573] [ 0.35774072 0.53709438 0.53548354 0.76247066 0.54616517] [ 0.67569684 0.42644415 0.45724109 0.55503097 0.30574574] [ 0.47351666 0.43298718 0.52343388 0.72900011 0.50369685] [ 0.63697982 0.65963456 0.43426305 0.554023 0.4329397 ] [ 0.66567308 0.43200507 0.47792108 0.31917888 0.4478974 ] [ 0.76136349 0.45476013 0.38156615 0.63912729 0.34827496] [ 0.4697312 0.55426269 0.32747372 0.58830123 0.57116852] [ 0.3862352 0.61394369 0.39709625 0.72042755 0.56216541] [ 0.52169551 0.44699244 0.34646887 0.48992094 0.42021503] [ 0.66495234 0.47402847 0.48828032 0.5460657 0.40457643] [ 0.73552791 0.4925054 0.46711367 0.56437956 0.40914554] [ 0.32752995 0.61913419 0.5268514 0.74246772 0.44456235] [ 0.60548841 0.46401328 0.54841811 0.66647125 0.53198003] [ 0.66960629 0.5722663 0.56109392 0.28448323 0.56707746] [ 0.33844435 0.55545655 0.57599544 0.83293968 0.59499322] [ 0.3878709 0.5109512 0.48260847 0.77748685 0.54205028] [ 0.68998554 0.32620043 0.63589743 0.47359671 0.39763465] [ 0.66086623 0.34630963 0.57715748 0.40699054 0.45881607] [ 0.28587387 0.58483188 0.45269211 0.72165989 0.56188144] [ 0.67620569 0.36043919 0.49859495 0.25429724 0.40215736] [ 0.51922645 0.54316905 0.49460028 0.58964299 0.48322687] [ 0.26074663 0.64749613 0.4096773 0.83280069 0.57295914] [ 0.82760787 0.31515071 0.52982861 0.18690023 0.38356639] [ 0.57596167 0.48520938 0.57136355 0.33896975 0.52458061] [ 0.80622101 0.39072753 0.52903918 0.3740478 0.30471221] [ 0.44294764 0.47840759 0.46222901 0.72162054 0.42874206] [ 0.69868458 0.40265353 0.58962871 0.54175926 0.46078391] [ 0.3506696 0.70052171 0.40576851 0.73500956 0.4906437 ] [ 0.61854196 0.41891139 0.55331349 0.34652926 0.49735499] [ 0.68513715 0.54824218 0.34335064 0.38245893 0.43756817] [ 0.60772054 0.69900703 0.46618973 0.57917704 0.49498915] [ 0.15831264 0.56036255 0.48782948 0.8087685 0.5316827 ] [ 0.68515056 0.24989455 0.44897561 0.30256362 0.38051963] [ 0.68240803 0.48218082 0.51906337 0.22099256 0.48462274] [ 0.40771303 0.62743396 0.38778007 0.79532816 0.61084697] [ 0.48751275 0.51019209 0.44109163 0.66730296 0.47243457] [ 0.73135981 0.48592298 0.44213104 0.57537809 0.49564277] [ 0.6562487 0.47626159 0.40612672 0.59085055 0.36022483] [ 0.78043172 0.48647098 0.3843496 0.36568679 0.33662125] [ 0.4249293 0.6667924 0.42524753 0.75403626 0.56233145] [ 0.64479761 0.49350281 0.48677872 0.26587478 0.29452061] [ 0.63608405 0.45963597 0.51355936 0.35571518 0.51943416] [ 0.73006367 0.40649606 0.37606734 0.3669291 0.49270588] [ 0.56870228 0.53716366 0.39824044 0.63758278 0.37856209] [ 0.55996602 0.52580184 0.37690121 0.44403228 0.3130479 ] [ 0.53118627 0.49721974 0.52188018 0.35552943 0.48043887] [ 0.63611817 0.34128906 0.54860242 0.39521046 0.43394657] [ 0.48207785 0.52684542 0.53093653 0.55054782 0.52753824] [ 0.24497067 0.68283389 0.38905714 0.79186993 0.4447691 ] [ 0.58329208 0.38439811 0.46752108 0.37373684 0.40434228] [ 0.38647526 0.57930031 0.50997625 0.74361204 0.48713935] [ 0.58523924 0.43727938 0.57926965 0.61107913 0.37041983] [ 0.78927998 0.35365711 0.50169772 0.20659095 0.37410069] [ 0.46234713 0.41044906 0.46977079 0.51381635 0.48806722] [ 0.78319225 0.47329173 0.56672458 0.35452938 0.41209167] [ 0.19895379 0.63103294 0.4840776 0.89002877 0.59095414] [ 0.52581738 0.58877435 0.41302889 0.71534102 0.38287628] [ 0.75086886 0.4375471 0.71596672 0.20429938 0.45883272] [ 0.52361039 0.53083867 0.45286027 0.66524828 0.48320529] [ 0.69381732 0.37093186 0.63739687 0.23616417 0.42059362] [ 0.73420286 0.47825274 0.59067471 0.4549557 0.41321814] [ 0.74427266 0.45644274 0.29996452 0.35148216 0.37259012] [ 0.70103033 0.4979759 0.46592314 0.37571171 0.36063694] [ 0.39496632 0.50257316 0.48371603 0.52353069 0.47849785] [ 0.23199501 0.70041997 0.45396309 0.69707141 0.52273804] [ 0.48793243 0.40086791 0.43469978 0.49923942 0.56248811] [ 0.17219766 0.60872198 0.408893 0.75376604 0.47779045] [ 0.58440183 0.58757854 0.52829686 0.44108162 0.36011019] [ 0.27817107 0.5800435 0.37790926 0.75083089 0.47184121] [ 0.78333461 0.50963795 0.48879379 0.37514085 0.53493338] [ 0.51149929 0.48817344 0.464109 0.6163322 0.42807196] [ 0.35390082 0.50452164 0.58343518 0.41833343 0.63912147] [ 0.33183868 0.5160546 0.54889824 0.81394275 0.65963347] [ 0.86939981 0.37694207 0.47979369 0.31226863 0.39720138] [ 0.5009799 0.60745146 0.51642458 0.57257221 0.48568508] [ 0.52410091 0.51157663 0.33682317 0.71068779 0.39617512] [ 0.19980978 0.73913585 0.40749895 0.76364706 0.53846408] [ 0.73946362 0.45991791 0.53096308 0.26806921 0.4299454 ] [ 0.28349521 0.58893664 0.3860102 0.6387289 0.59297004] [ 0.75971858 0.33245723 0.5487323 0.59699553 0.3915852 ] [ 0.47000743 0.48983747 0.52287184 0.49662208 0.45128361] [ 0.33126849 0.59444234 0.46214027 0.74784727 0.38046112] [ 0.56225326 0.48247492 0.62414019 0.71657849 0.48391835] [ 0.48184732 0.71539282 0.45871924 0.60433909 0.4389025 ] [ 0.79443095 0.35212069 0.53850414 0.48897983 0.32744516] [ 0.53952863 0.41436572 0.38915344 0.47387136 0.40604705] [ 0.85125382 0.45943372 0.34845543 0.36904166 0.30429288] [ 0.51778075 0.41950637 0.40957212 0.47965873 0.5044628 ] [ 0.76120171 0.52909136 0.44119014 0.42095518 0.50549624] [ 0.75236595 0.46615817 0.5133844 0.48980356 0.4698469 ] [ 0.23417362 0.7136215 0.27617073 0.75089139 0.52953959] [ 0.57497933 0.46527905 0.3968604 0.5129265 0.55942045] [ 0.41917757 0.50134354 0.5232422 0.53443711 0.57574325] [ 0.50778937 0.51151681 0.44316891 0.59377321 0.45980757] [ 0.44443582 0.46814884 0.41361699 0.66856204 0.45475124] [ 0.75612941 0.32320633 0.52564646 0.59869905 0.43997818] [ 0.22351567 0.58180699 0.41176412 0.88742699 0.59073542] [ 0.35391852 0.67814956 0.43613487 0.6209285 0.59187773] [ 0.20487712 0.56065011 0.40882131 0.78063522 0.55968302] [ 0.75263778 0.42181392 0.55956652 0.16765396 0.4770178 ] [ 0.42430978 0.53203689 0.3981466 0.59833213 0.46449135] [ 0.20773966 0.5299774 0.34531324 0.836664 0.57216738] [ 0.26461367 0.68098367 0.29166202 0.84246983 0.48526034] [ 0.11230769 0.70591873 0.52375816 0.77128287 0.58163746] [ 0.63058943 0.44626405 0.35570237 0.42980767 0.40839276] [ 0.27230828 0.718867 0.36267538 0.78642739 0.48307739] [ 0.5077628 0.68453259 0.35085593 0.45604526 0.41925672] [ 0.35252954 0.65093536 0.42792887 0.52373987 0.52346575] [ 0.44022296 0.67054375 0.47115123 0.72806583 0.60918832] [ 0.51042111 0.56913781 0.39877445 0.4699198 0.35787118] [ 0.46123109 0.5728587 0.48947635 0.72419575 0.51511654] [ 0.6475251 0.49478245 0.43146095 0.31517187 0.40865619] [ 0.69380086 0.61065395 0.37941619 0.4398536 0.3732221 ] Progress: 55.5% ... Training loss: 0.438 ... Validation loss: 0.720[ 0.54309001 0.51435139 0.50476279 0.73219744 0.32950508] [ 0.39507383 0.5469902 0.51168919 0.57831171 0.50854576] [ 0.39569188 0.40605554 0.61934827 0.58571634 0.53161198] [ 0.49851954 0.53606776 0.28708064 0.53439745 0.37308077] [ 0.38493764 0.52851166 0.44518819 0.69699636 0.51342346] [ 0.72141483 0.56490387 0.43420627 0.23019083 0.35265177] [ 0.16549475 0.64614662 0.41020187 0.59643992 0.65853199] [ 0.42735583 0.37017856 0.57266649 0.74147702 0.40612282] [ 0.63030472 0.47762462 0.42420916 0.58742182 0.43700473] [ 0.44228131 0.55227314 0.49428662 0.54883101 0.65028322] [ 0.60873445 0.5331905 0.47694636 0.48965554 0.42918281] [ 0.67700336 0.59836011 0.32984636 0.63498369 0.35268968] [ 0.84927844 0.44276852 0.53717835 0.31303793 0.41010386] [ 0.57225556 0.53987167 0.47539134 0.56114048 0.43357993] [ 0.43881051 0.53859782 0.48535375 0.71758936 0.44549662] [ 0.51409173 0.6524718 0.34150754 0.51085205 0.30591082] [ 0.64520989 0.45460177 0.43800629 0.65801547 0.3142169 ] [ 0.56162318 0.51062116 0.59358551 0.37277058 0.42078213] [ 0.71954969 0.40146631 0.43461264 0.32254066 0.40572007] [ 0.38118796 0.69702283 0.42800733 0.68015143 0.49059227] [ 0.4836529 0.61648625 0.32443019 0.64629615 0.30887647] [ 0.50269051 0.50852898 0.52824409 0.39569425 0.63607117] [ 0.42840169 0.59168177 0.36463687 0.53215574 0.43699845] [ 0.39559956 0.55166759 0.51894639 0.53090155 0.49937512] [ 0.62413543 0.63566201 0.36064784 0.46092085 0.45221677] [ 0.67819078 0.51059733 0.38441979 0.27494079 0.32936056] [ 0.62978162 0.47720575 0.53177555 0.28789932 0.54642447] [ 0.64477911 0.56304191 0.41961854 0.44635927 0.4289706 ] [ 0.31442147 0.57018919 0.38937021 0.85514324 0.49554982] [ 0.63807979 0.45464641 0.39684309 0.31111601 0.28407062] [ 0.64625625 0.52322545 0.53342483 0.41481839 0.3751915 ] [ 0.22923392 0.51330847 0.34613708 0.92969818 0.54902808] [ 0.44420387 0.677909 0.41688394 0.52488333 0.30414917] [ 0.46631253 0.58137137 0.4031545 0.37521483 0.52961197] [ 0.22166798 0.64856065 0.37636116 0.71814908 0.46276824] [ 0.72543125 0.37132765 0.68602565 0.51027083 0.36287076] [ 0.26532849 0.72987117 0.27009573 0.8237055 0.61550553] [ 0.68958705 0.3379955 0.52004755 0.51709348 0.43923938] [ 0.77416789 0.33729861 0.62398419 0.35705873 0.33213924] [ 0.26938928 0.47650129 0.39404848 0.81387073 0.57320817] [ 0.28090861 0.67993956 0.43873961 0.67791823 0.58345357] [ 0.5169142 0.45283726 0.57807767 0.66540699 0.41069843] [ 0.61647745 0.53526784 0.44206979 0.60960607 0.61120405] [ 0.74200528 0.56637718 0.42124318 0.30571932 0.35522817] [ 0.44958983 0.5012866 0.41450239 0.73048718 0.47820765] [ 0.81562983 0.34647547 0.5849323 0.20929594 0.48534321] [ 0.55265633 0.50198093 0.51552664 0.79360376 0.51689063] [ 0.46928065 0.57490793 0.36152324 0.4658069 0.38157086] [ 0.52019078 0.55716139 0.57181999 0.58662107 0.44810844] [ 0.56849651 0.51890739 0.36427278 0.50532474 0.38866431] [ 0.61307395 0.46342942 0.55534475 0.66075523 0.45538319] [ 0.26491036 0.63700529 0.39584984 0.80958711 0.47124286] [ 0.62495838 0.60333161 0.35799411 0.39590509 0.32273613] [ 0.60561648 0.39250058 0.48944411 0.37499344 0.50050242] [ 0.55842858 0.5802043 0.41520971 0.38336694 0.49643381] [ 0.44780358 0.65921932 0.48111225 0.5536345 0.49192386] [ 0.54747738 0.65986126 0.31231501 0.40403966 0.36715888] [ 0.77328972 0.54588211 0.63822441 0.48666856 0.36895095] [ 0.60376718 0.36982846 0.51035642 0.67027609 0.48888838] [ 0.35902053 0.65523172 0.29074153 0.71827116 0.48632677] [ 0.68276035 0.49467981 0.49418619 0.3552439 0.43315106] [ 0.7992265 0.40625662 0.5462521 0.24344002 0.45099381] [ 0.57483159 0.46716342 0.61207636 0.29437825 0.53007928] [ 0.28594699 0.58999591 0.52273429 0.84041529 0.6035421 ] [ 0.57733502 0.53743271 0.43991292 0.61298595 0.37218354] [ 0.82287365 0.53862609 0.53075791 0.30814923 0.37906678] [ 0.29974806 0.53553612 0.49659097 0.59948334 0.53698656] [ 0.51764158 0.55075225 0.40876274 0.58913883 0.55804759] [ 0.60170216 0.48640792 0.51177575 0.36455749 0.37834376] [ 0.53325738 0.40030259 0.66111866 0.43380703 0.44419779] [ 0.20947955 0.66892328 0.42069397 0.71897115 0.61166826] [ 0.47594301 0.6574481 0.30128229 0.43243088 0.49501365] [ 0.7168882 0.42799893 0.32968499 0.38637382 0.49634419] [ 0.36515436 0.58059209 0.40591159 0.74216012 0.45904581] [ 0.42942665 0.54056489 0.39522222 0.63191839 0.45218345] [ 0.19600408 0.74340715 0.37258805 0.7436514 0.48492166] [ 0.60913154 0.33936241 0.46543793 0.54943006 0.37654845] [ 0.16099103 0.62139217 0.41163564 0.91604245 0.63032834] [ 0.77878965 0.35065391 0.4107355 0.27435491 0.43994947] [ 0.38106655 0.64864547 0.4426088 0.44340991 0.40879674] [ 0.47635847 0.43357448 0.564586 0.51737409 0.36543226] [ 0.63789323 0.41390327 0.54461125 0.48716532 0.50584338] [ 0.56550135 0.59500982 0.51954717 0.51188552 0.39171065] [ 0.30776493 0.53524157 0.575145 0.82985845 0.60218409] [ 0.63667039 0.58473247 0.39663064 0.37009805 0.48591224] [ 0.22830163 0.58740918 0.51703012 0.76201133 0.39427435] [ 0.61964763 0.47473364 0.39837245 0.41009124 0.47044928] [ 0.46948699 0.53291354 0.31790652 0.83822368 0.46200372] [ 0.30643817 0.68729716 0.28836528 0.71973813 0.52447783] [ 0.61377984 0.66207006 0.37242453 0.55185976 0.45450764] [ 0.26997704 0.57275635 0.4528347 0.70567026 0.61184746] [ 0.40175875 0.48569569 0.5489625 0.5565934 0.43380867] [ 0.63848194 0.485719 0.55420039 0.37713399 0.43385445] [ 0.6322631 0.45471163 0.55659925 0.67637078 0.36114905] [ 0.41886372 0.62022127 0.3214783 0.70124402 0.34184647] [ 0.26095386 0.58927391 0.41118413 0.67628295 0.39701701] [ 0.75587887 0.44392998 0.48017067 0.25748286 0.39175616] [ 0.29396642 0.57958502 0.60946353 0.67246455 0.69780081] [ 0.69613317 0.38793257 0.38511575 0.44791763 0.54382598] [ 0.54441052 0.51724277 0.5397845 0.68751791 0.48557762] [ 0.73334691 0.41348092 0.5698886 0.64179211 0.34412433] [ 0.50294722 0.48357088 0.38096446 0.57258263 0.44432588] [ 0.51878041 0.4960314 0.47714179 0.76862578 0.45740086] [ 0.67085935 0.33984089 0.60206538 0.55781447 0.44234093] [ 0.34372449 0.55325817 0.49711698 0.75582923 0.61186328] [ 0.43442165 0.48258568 0.44674031 0.52805454 0.49493961] [ 0.1804695 0.68718305 0.32924692 0.70027195 0.657314 ] [ 0.39306085 0.57003001 0.46811657 0.7023425 0.57956495] [ 0.73644725 0.53788105 0.55614225 0.34191704 0.45097432] [ 0.82384762 0.36485111 0.60332347 0.23577672 0.39342936] [ 0.39227249 0.70537765 0.36136587 0.72038032 0.37374525] [ 0.63780746 0.61069102 0.34718123 0.423134 0.35987709] [ 0.57115717 0.40360163 0.6734614 0.70974183 0.47492188] [ 0.62719895 0.58525419 0.44910014 0.65890734 0.53449687] [ 0.60311274 0.44624684 0.56775939 0.37160587 0.35695172] [ 0.61171948 0.47187504 0.41465296 0.57167313 0.45792469] [ 0.67716765 0.3945648 0.49400004 0.39446624 0.39222297] [ 0.51571824 0.50020843 0.50039285 0.6935688 0.47166241] [ 0.38803081 0.53814341 0.58565988 0.77147158 0.65345346] [ 0.30427342 0.66096423 0.44433542 0.50610989 0.39200094] [ 0.21807165 0.51882588 0.55299642 0.75742671 0.52302918] [ 0.76261448 0.35620053 0.5758693 0.23931751 0.46645658] [ 0.46876378 0.49520103 0.48476094 0.81133159 0.65024718] [ 0.55329587 0.49082156 0.52605955 0.46122787 0.60448265] [ 0.58434717 0.41643869 0.38931178 0.72818538 0.40103903] [ 0.87217151 0.48314917 0.50914235 0.3554035 0.2802458 ] [ 0.50112729 0.39899797 0.58507263 0.5919307 0.5898426 ] [ 0.6012522 0.48695502 0.38542109 0.56041194 0.33022206] Progress: 55.6% ... Training loss: 0.438 ... Validation loss: 0.719[ 0.72541533 0.43404357 0.50113333 0.30435179 0.56356823] [ 0.1647598 0.57148674 0.50431499 0.72792506 0.59611399] [ 0.55102142 0.38487837 0.63327596 0.6075 0.55095743] [ 0.77218672 0.34864505 0.63235662 0.21711704 0.44748822] [ 0.50609355 0.51535307 0.50561048 0.58233109 0.57825754] [ 0.18607417 0.55273235 0.41234729 0.56470174 0.50533771] [ 0.31932234 0.4225665 0.51820747 0.82999759 0.66529355] [ 0.41715267 0.63674289 0.49914019 0.56136545 0.50919861] [ 0.54900378 0.33126095 0.45975156 0.47252718 0.4910235 ] [ 0.19342588 0.6029222 0.37062169 0.84881109 0.53036931] [ 0.64658117 0.60554751 0.50432565 0.5599554 0.42479299] [ 0.47981556 0.62367335 0.61653634 0.6128684 0.58759168] [ 0.73116769 0.30546886 0.56217669 0.41486127 0.35634253] [ 0.85203026 0.34043826 0.59676965 0.14891233 0.32800567] [ 0.63713782 0.47851805 0.49148151 0.55409443 0.43881299] [ 0.49544969 0.55314494 0.35264236 0.72860973 0.32022106] [ 0.29496288 0.64984039 0.53220248 0.7850595 0.59932216] [ 0.83219226 0.54629931 0.50348218 0.39345415 0.39648304] [ 0.37283145 0.70394534 0.34998431 0.6905287 0.41533322] [ 0.5397209 0.55560445 0.42441805 0.75605687 0.38285571] [ 0.43711254 0.46724117 0.66237749 0.6225887 0.48721409] [ 0.69779154 0.41186441 0.54095723 0.53858946 0.32240942] [ 0.51197242 0.48587255 0.46761722 0.42633939 0.44424344] [ 0.71884784 0.39519697 0.46389766 0.45693331 0.47896416] [ 0.61684488 0.60002746 0.4690979 0.44470779 0.51257233] [ 0.27463174 0.71492664 0.27200485 0.67858803 0.56064708] [ 0.68746454 0.35069355 0.56707044 0.60778342 0.42728505] [ 0.27139674 0.69171903 0.37090405 0.74396177 0.61279711] [ 0.83249729 0.43706703 0.4996071 0.38505878 0.37294592] [ 0.60497867 0.46020217 0.57130048 0.34102197 0.51600522] [ 0.32278851 0.60558806 0.36861838 0.8231696 0.53031105] [ 0.44187261 0.39261782 0.51370736 0.79713849 0.42522258] [ 0.64674793 0.57098639 0.36893357 0.54765706 0.40328528] [ 0.34165367 0.55483407 0.59638197 0.49309148 0.5089127 ] [ 0.29049372 0.67417672 0.33802744 0.61340246 0.43602138] [ 0.49327383 0.53178503 0.4410269 0.38364115 0.39958449] [ 0.43413767 0.42288406 0.51398615 0.72755559 0.41724117] [ 0.55256277 0.46983421 0.53503502 0.39557555 0.52933715] [ 0.63992484 0.67388963 0.35263311 0.60770429 0.34014052] [ 0.54564348 0.57658522 0.58564711 0.55077776 0.45662997] [ 0.57435583 0.52440337 0.48378762 0.701248 0.32686908] [ 0.43034457 0.49302478 0.44879618 0.59012232 0.48597621] [ 0.55555257 0.65576242 0.30018412 0.65889669 0.41736951] [ 0.75500419 0.32300102 0.52418341 0.64326408 0.36396652] [ 0.66559978 0.48813478 0.45138242 0.5971988 0.26775492] [ 0.79146339 0.42452241 0.46132457 0.19540728 0.28928662] [ 0.85915235 0.36915874 0.6425662 0.18345121 0.33896444] [ 0.63507623 0.58393594 0.29865395 0.40706462 0.41976585] [ 0.70430441 0.66238406 0.36066575 0.57537579 0.52363135] [ 0.62829842 0.45234055 0.36883246 0.38092972 0.45252119] [ 0.68086048 0.64867741 0.58334292 0.40862606 0.49363327] [ 0.47487893 0.64608102 0.40395547 0.8188853 0.50134727] [ 0.53958536 0.42358986 0.43136496 0.26925925 0.42867986] [ 0.58813135 0.50376196 0.49462881 0.47753136 0.45993925] [ 0.33507863 0.66044852 0.37365904 0.67815266 0.57210448] [ 0.42788932 0.5986177 0.39556568 0.68547023 0.36846546] [ 0.45558698 0.51528256 0.46579222 0.53399201 0.47195874] [ 0.76163666 0.45127333 0.60691257 0.41523961 0.40545203] [ 0.28962021 0.59895139 0.41129146 0.56624676 0.54949429] [ 0.52621612 0.50658079 0.51121572 0.51003819 0.52319983] [ 0.4424517 0.68059225 0.43288165 0.5992064 0.34321099] [ 0.79925758 0.42019109 0.5275091 0.38302728 0.41322998] [ 0.6492924 0.56689522 0.50680454 0.45438637 0.57521906] [ 0.49564468 0.5153887 0.49851527 0.4044707 0.67042372] [ 0.58177553 0.65326257 0.32438932 0.49560121 0.39449337] [ 0.60753684 0.47146679 0.44773107 0.41875287 0.48440285] [ 0.44201831 0.41511545 0.61297267 0.65789585 0.52552657] [ 0.2037906 0.53930351 0.40667123 0.89272274 0.50215111] [ 0.49597508 0.55721174 0.45973726 0.59526863 0.37770888] [ 0.34941337 0.58041024 0.54345203 0.49589036 0.56278424] [ 0.34098831 0.44540343 0.43071057 0.60483242 0.61641461] [ 0.29677 0.61207818 0.49099305 0.79034832 0.55049074] [ 0.35065011 0.65192529 0.42749469 0.5246575 0.52389337] [ 0.68508608 0.61884226 0.39917361 0.42165852 0.3924052 ] [ 0.45382097 0.41330639 0.50613882 0.80371967 0.56194302] [ 0.26800402 0.79383771 0.31658192 0.83456227 0.41293241] [ 0.40174088 0.67238611 0.43558947 0.64529799 0.45624623] [ 0.33680598 0.66109269 0.39759513 0.6767223 0.52242946] [ 0.7094704 0.45823381 0.57274363 0.52901505 0.43564122] [ 0.52574097 0.47921963 0.65578281 0.4969077 0.45950127] [ 0.46222039 0.43760446 0.60280904 0.64763255 0.57686604] [ 0.69231912 0.51450765 0.59342806 0.42952116 0.48710914] [ 0.64674793 0.57098639 0.36893357 0.54765706 0.40328528] [ 0.47283131 0.56707342 0.54274912 0.85424034 0.54176433] [ 0.39205679 0.59021053 0.47065056 0.61574108 0.56131761] [ 0.31402272 0.6900294 0.33042337 0.85412063 0.46227273] [ 0.61193112 0.35901424 0.5407382 0.57785502 0.31879395] [ 0.26916557 0.73892801 0.30345215 0.77342156 0.50554828] [ 0.31237484 0.51343284 0.51468763 0.76645061 0.60537932] [ 0.49608671 0.4536051 0.59071653 0.57980071 0.58737326] [ 0.55376372 0.61422977 0.39126712 0.50117204 0.40679693] [ 0.67327127 0.49237088 0.5519708 0.40415313 0.62188725] [ 0.45058923 0.59867024 0.3221893 0.72366246 0.35311016] [ 0.63280875 0.55309915 0.48783204 0.39227488 0.49442908] [ 0.76742468 0.40708209 0.55127778 0.33883396 0.32116705] [ 0.45540419 0.51629865 0.51404145 0.7713805 0.57384378] [ 0.56667031 0.45875154 0.4036087 0.29921769 0.34969682] [ 0.57719009 0.48476999 0.39133449 0.35390868 0.43475614] [ 0.64734966 0.54406414 0.42651121 0.35367026 0.43556958] [ 0.25349345 0.60851577 0.46172613 0.87049147 0.49599396] [ 0.73221045 0.53957882 0.46288464 0.31948047 0.48134258] [ 0.66138327 0.47571117 0.48165345 0.46079997 0.31939304] [ 0.71780625 0.38875173 0.60093588 0.58246118 0.39355648] [ 0.74284895 0.47063982 0.57698554 0.46478731 0.42258015] [ 0.10781975 0.73989707 0.37628748 0.78576765 0.48577558] [ 0.67217264 0.49748329 0.4775697 0.45163733 0.43497145] [ 0.4403006 0.39132363 0.57955446 0.39189313 0.57749005] [ 0.77179626 0.49238432 0.58876608 0.46756283 0.39543095] [ 0.47885043 0.62349729 0.36493737 0.58682778 0.29901304] [ 0.45272377 0.58679407 0.3433587 0.53348209 0.44768238] [ 0.69333573 0.39254694 0.45961834 0.36340612 0.46032896] [ 0.60457672 0.61618434 0.35975484 0.4944005 0.42065483] [ 0.51764011 0.45846205 0.49129612 0.36374378 0.62092526] [ 0.51367682 0.60726347 0.48732811 0.58004875 0.53619377] [ 0.6322183 0.53296756 0.48595863 0.40580684 0.47302961] [ 0.69318886 0.37306372 0.58080998 0.30034957 0.39387917] [ 0.59848845 0.63401673 0.41207217 0.69937008 0.51705289] [ 0.69541568 0.41957266 0.61810723 0.24952172 0.3966826 ] [ 0.51409446 0.58349446 0.46594172 0.43707159 0.54534138] [ 0.60043635 0.48585124 0.50477801 0.61505665 0.38893019] [ 0.46515927 0.58895057 0.33130942 0.57170107 0.51532891] [ 0.71228227 0.33082865 0.56630994 0.36670751 0.45243778] [ 0.65664443 0.41195283 0.62002695 0.68341051 0.46059858] [ 0.62096054 0.3792031 0.63532065 0.38471017 0.48537246] [ 0.54317959 0.62962217 0.35318397 0.44448894 0.37548335] [ 0.8016888 0.39063286 0.57154986 0.27602148 0.48703922] [ 0.51394789 0.67884913 0.55977089 0.57529261 0.60256658] [ 0.80435177 0.42597031 0.50682811 0.22564891 0.34498017] Progress: 55.6% ... Training loss: 0.437 ... Validation loss: 0.718[ 0.28155671 0.71086835 0.33514979 0.68346568 0.35062813] [ 0.46466181 0.54346223 0.50926834 0.74135553 0.39697655] [ 0.4360012 0.62338125 0.2135178 0.6787421 0.47535936] [ 0.69111735 0.62297816 0.56219931 0.46808349 0.46691603] [ 0.6868396 0.44784247 0.52734903 0.5929188 0.45281325] [ 0.75872395 0.58588519 0.45189361 0.54017592 0.45507697] [ 0.59419016 0.44671478 0.43366387 0.44255417 0.58099386] [ 0.7407284 0.5524784 0.47468037 0.42181332 0.3371186 ] [ 0.43743314 0.52986128 0.56702686 0.52939339 0.63569985] [ 0.39384485 0.58905213 0.3380709 0.68721867 0.59322997] [ 0.72612038 0.56540407 0.51173915 0.35816553 0.59392435] [ 0.72882401 0.41253231 0.43066695 0.31615601 0.42653787] [ 0.28186745 0.69110105 0.3911956 0.75996331 0.51689752] [ 0.51968987 0.5337672 0.53119819 0.36284218 0.59365517] [ 0.24696384 0.68979125 0.36859769 0.75110877 0.5732968 ] [ 0.43470128 0.53501885 0.60161802 0.56663684 0.48619138] [ 0.80344075 0.30049096 0.51647415 0.59460361 0.36237504] [ 0.79858709 0.36648857 0.66991543 0.23765863 0.442348 ] [ 0.7917836 0.36649117 0.51777814 0.29911429 0.42509095] [ 0.4874539 0.53023511 0.45684636 0.68940338 0.33913365] [ 0.75942951 0.35288439 0.55729005 0.52037147 0.39762642] [ 0.32763084 0.60917102 0.53705437 0.76256466 0.42795867] [ 0.74540141 0.48818814 0.57458054 0.3858655 0.45269202] [ 0.75946182 0.42909805 0.51980152 0.25528194 0.54053609] [ 0.74964325 0.47195315 0.46772251 0.21491955 0.36757297] [ 0.33825646 0.57724148 0.40615623 0.51610579 0.49890212] [ 0.4850456 0.52380749 0.65228132 0.68223851 0.56645913] [ 0.70539216 0.4462321 0.55164825 0.50577165 0.41293382] [ 0.74229198 0.42187131 0.35213412 0.36845516 0.48974804] [ 0.60697104 0.64933438 0.49017349 0.54543814 0.38400632] [ 0.74817268 0.45546567 0.53794029 0.44288838 0.39784594] [ 0.74406077 0.52906987 0.50274763 0.36513547 0.33485588] [ 0.78112322 0.55554428 0.38616528 0.43383437 0.3187479 ] [ 0.5528654 0.43630808 0.58663945 0.60644706 0.52704061] [ 0.50790286 0.56482839 0.43196759 0.69564512 0.45021258] [ 0.54205406 0.53509419 0.49512565 0.4963195 0.35063263] [ 0.35395884 0.65038559 0.41112118 0.60947747 0.48287115] [ 0.78265971 0.43163575 0.60269441 0.24686767 0.44214585] [ 0.60152693 0.43784525 0.45085136 0.57468852 0.53094704] [ 0.6386321 0.50082694 0.51082282 0.78192975 0.50056063] [ 0.38617762 0.60182408 0.33337903 0.62595421 0.61220751] [ 0.60242599 0.48381139 0.62691554 0.53528352 0.53998177] [ 0.40673874 0.69073084 0.40853323 0.63364325 0.53840357] [ 0.7816948 0.32127522 0.46876639 0.30050001 0.46974784] [ 0.43263155 0.5911016 0.48511039 0.84534164 0.55950629] [ 0.60047581 0.52256927 0.43456072 0.76597138 0.36587804] [ 0.70208425 0.65010422 0.51598946 0.4450986 0.40545204] [ 0.44112539 0.59430609 0.42378888 0.67543729 0.48142864] [ 0.48854877 0.52259801 0.46473826 0.38421059 0.43246694] [ 0.29914673 0.64473225 0.39595353 0.73075824 0.53906718] [ 0.32441767 0.67343804 0.41505074 0.84884255 0.41645238] [ 0.74305701 0.38253338 0.60546535 0.40103538 0.39828157] [ 0.39240634 0.57680822 0.42521053 0.75497392 0.33433993] [ 0.57223479 0.56059494 0.48455608 0.53278712 0.37767624] [ 0.23594227 0.63883501 0.44942012 0.50355769 0.50828324] [ 0.32247121 0.50700905 0.60772425 0.81128307 0.65906917] [ 0.84396574 0.40374844 0.61540352 0.16417371 0.38981043] [ 0.51048919 0.5231324 0.49616989 0.48616566 0.4340045 ] [ 0.19051285 0.72627939 0.41607096 0.77294943 0.54922463] [ 0.33378381 0.7263031 0.32758754 0.6314393 0.48123565] [ 0.36329914 0.48355243 0.4888766 0.53900868 0.5953534 ] [ 0.78756552 0.445582 0.33806486 0.21003561 0.31455722] [ 0.50458444 0.47625797 0.43572306 0.78767447 0.41307009] [ 0.56966404 0.51064117 0.48559547 0.44298799 0.4101448 ] [ 0.54311336 0.44562866 0.50159672 0.50516124 0.45034991] [ 0.48690411 0.57126792 0.32249565 0.62868006 0.49679575] [ 0.8596917 0.32003702 0.61211521 0.16821568 0.31786872] [ 0.23855979 0.58416884 0.38723595 0.74409943 0.53262823] [ 0.62536487 0.32984237 0.41387403 0.40514704 0.44323917] [ 0.58143062 0.4121179 0.66541796 0.3567216 0.51391283] [ 0.60905685 0.39066955 0.51949345 0.26339913 0.47921294] [ 0.73149715 0.37749335 0.45472924 0.2251187 0.38470169] [ 0.80904562 0.43581301 0.56878321 0.12034172 0.33782326] [ 0.49791997 0.5877074 0.43786649 0.58187091 0.66361875] [ 0.77862248 0.52127315 0.54931455 0.32787125 0.46063107] [ 0.54528558 0.51757201 0.51758811 0.43183831 0.55788071] [ 0.61944296 0.56707865 0.52252758 0.51951308 0.45342909] [ 0.57312071 0.38286486 0.52876852 0.28622179 0.53077006] [ 0.45748968 0.48604398 0.3402311 0.74134683 0.40406543] [ 0.69241478 0.43360906 0.42222969 0.64668515 0.41477474] [ 0.26841914 0.59709633 0.52073354 0.74608615 0.41038341] [ 0.76214224 0.51277606 0.55282022 0.40309563 0.42432372] [ 0.32568191 0.63647955 0.41608018 0.56668305 0.4963264 ] [ 0.47993691 0.53160342 0.50421942 0.74439596 0.40372873] [ 0.27424897 0.52224174 0.46118712 0.69568469 0.46778517] [ 0.57634157 0.46669887 0.43821083 0.46010971 0.30849294] [ 0.18280545 0.6688266 0.40593525 0.64965659 0.72255897] [ 0.74483356 0.40511108 0.49139786 0.3845666 0.35203298] [ 0.57629678 0.52903105 0.40240563 0.37553023 0.43014375] [ 0.5797797 0.48606758 0.47084499 0.3613955 0.55928479] [ 0.70316802 0.41633998 0.52011601 0.36232797 0.36967782] [ 0.68577864 0.44770645 0.41723257 0.46229718 0.55549671] [ 0.52761815 0.62841184 0.48499246 0.46725955 0.40498179] [ 0.74209458 0.59292638 0.38187538 0.42395347 0.5304725 ] [ 0.75437738 0.615748 0.33153971 0.52736551 0.33348617] [ 0.17248132 0.59165943 0.5261999 0.85835798 0.61051893] [ 0.50458444 0.47625797 0.43572306 0.78767447 0.41307009] [ 0.64604315 0.41041533 0.37059924 0.24448929 0.31069388] [ 0.72096695 0.26732918 0.58628937 0.52619802 0.41229321] [ 0.27503932 0.58847786 0.43389158 0.6261696 0.48952655] [ 0.81434912 0.2721303 0.70555556 0.17553724 0.46344108] [ 0.39580374 0.54671199 0.51178656 0.57790581 0.50845416] [ 0.6313293 0.54561076 0.38403456 0.32122684 0.28940814] [ 0.63070634 0.44841179 0.43553346 0.36631502 0.40139708] [ 0.60663515 0.51836651 0.32294209 0.41494386 0.46681437] [ 0.43379963 0.52903686 0.61924482 0.69556849 0.42141964] [ 0.55424588 0.50294656 0.57667168 0.36677466 0.37203538] [ 0.61200958 0.45806746 0.5103196 0.43670439 0.35644881] [ 0.74668916 0.38522016 0.59493876 0.58601496 0.39120248] [ 0.52681686 0.58935959 0.48834936 0.53665617 0.45286781] [ 0.52698144 0.45017433 0.55665855 0.42010962 0.58698424] [ 0.29825379 0.57048424 0.38348196 0.81481461 0.55982198] [ 0.7180289 0.48486696 0.47578319 0.25915448 0.54079019] [ 0.62677462 0.53023428 0.53559095 0.44618202 0.49064453] [ 0.57703167 0.31447301 0.68252921 0.59448512 0.49047965] [ 0.66883325 0.63784061 0.35280698 0.38788455 0.41794487] [ 0.41926139 0.45250766 0.39679203 0.46245178 0.41474119] [ 0.76081463 0.32922335 0.63926025 0.19521337 0.42563298] [ 0.52270904 0.68438695 0.38215983 0.65511653 0.42780102] [ 0.50670331 0.42397701 0.5321638 0.67790676 0.5279184 ] [ 0.15881042 0.57898486 0.40655427 0.86196829 0.55016866] [ 0.77057747 0.40820724 0.53783445 0.32946079 0.38147801] [ 0.53930548 0.50218795 0.55561998 0.46887764 0.52229012] [ 0.456901 0.46548938 0.44523052 0.63195292 0.53347917] [ 0.50926843 0.45011717 0.51123479 0.4908723 0.61582994] [ 0.59525479 0.34881439 0.66744637 0.49261044 0.48481031] [ 0.56353858 0.58344971 0.45222196 0.39848383 0.38302291] [ 0.59852436 0.36717695 0.43720121 0.42045005 0.52147666] Progress: 55.7% ... Training loss: 0.437 ... Validation loss: 0.716[ 0.59665104 0.54555293 0.49196217 0.40567398 0.44804691] [ 0.68061621 0.61741093 0.49367507 0.66007648 0.43999284] [ 0.58663106 0.40938196 0.58316836 0.2069889 0.43023748] [ 0.46995068 0.58998071 0.50375889 0.28441325 0.38241112] [ 0.70874668 0.39470084 0.48040507 0.1718515 0.44397706] [ 0.27418487 0.58626314 0.38003712 0.8792569 0.49975972] [ 0.5444216 0.41546526 0.52713239 0.64272159 0.47210673] [ 0.68194766 0.46244379 0.55221193 0.25501376 0.44904881] [ 0.58912129 0.68916828 0.35991507 0.53886363 0.48031471] [ 0.50105282 0.60228107 0.40092032 0.46102274 0.48064042] [ 0.40887961 0.50967435 0.36514449 0.53581444 0.53820064] [ 0.55571195 0.5503204 0.47016928 0.4497982 0.65563761] [ 0.62082283 0.57948448 0.49130063 0.22381893 0.44913141] [ 0.66680434 0.44558084 0.56389358 0.47764812 0.42755126] [ 0.30610354 0.7033517 0.43593043 0.69910865 0.50960865] [ 0.68699185 0.39654436 0.49623552 0.55600894 0.32263087] [ 0.66209639 0.41191914 0.43961823 0.5600339 0.53750841] [ 0.70680998 0.51550312 0.46460852 0.43454716 0.36979955] [ 0.2607584 0.60820599 0.4578509 0.74339567 0.61689678] [ 0.42843766 0.4879033 0.53558276 0.7295542 0.45149526] [ 0.43860462 0.52264923 0.56983919 0.65805406 0.51429288] [ 0.33023905 0.4307393 0.43173583 0.5373121 0.74725709] [ 0.29308699 0.57327886 0.38801313 0.80697723 0.45577241] [ 0.60922837 0.52276071 0.42630629 0.41662971 0.465256 ] [ 0.47610684 0.51867879 0.53917908 0.55904093 0.57172855] [ 0.65201052 0.60664095 0.53985764 0.42905199 0.55928263] [ 0.85750934 0.36664156 0.64584858 0.14642359 0.31498969] [ 0.82513694 0.39741461 0.47140925 0.34036423 0.39028624] [ 0.7929323 0.48021088 0.41654424 0.4197593 0.43825282] [ 0.29321764 0.51866848 0.43053864 0.72823333 0.48887854] [ 0.43303127 0.58252542 0.25225424 0.74061313 0.51337912] [ 0.73785051 0.48612941 0.60470704 0.38677831 0.42146821] [ 0.68272212 0.54970836 0.34278935 0.38377992 0.43812703] [ 0.77777361 0.50359089 0.44431647 0.28804684 0.32158313] [ 0.53965021 0.4353049 0.54856506 0.40788033 0.36237435] [ 0.5621994 0.60183836 0.50330623 0.4950325 0.42125109] [ 0.5558508 0.58722164 0.45461889 0.54219805 0.45507162] [ 0.67586521 0.41435706 0.61139885 0.33241825 0.45688465] [ 0.75203413 0.56934365 0.47172496 0.55237889 0.49077467] [ 0.66398599 0.37353361 0.68498689 0.52916833 0.45101055] [ 0.46987194 0.54368439 0.39445798 0.60113164 0.48353264] [ 0.71326859 0.3761696 0.61596428 0.33382708 0.46450134] [ 0.40551718 0.62765852 0.37624418 0.45741132 0.56355949] [ 0.21878375 0.71858085 0.41777505 0.84354736 0.57411477] [ 0.78507825 0.45848537 0.47910962 0.18205627 0.34959207] [ 0.3487362 0.5551229 0.46735837 0.74444918 0.54226079] [ 0.46678638 0.5423121 0.42902613 0.70470002 0.638587 ] [ 0.31126717 0.57410799 0.4959688 0.81083387 0.53168617] [ 0.80079975 0.47698421 0.53167398 0.37705483 0.42323352] [ 0.55056091 0.3852613 0.6331075 0.60774295 0.5511249 ] [ 0.70851292 0.44083774 0.58531337 0.4243753 0.38032723] [ 0.45817459 0.56096655 0.51257013 0.6751552 0.38457341] [ 0.84813543 0.53429509 0.38147651 0.44034812 0.36433528] [ 0.63515127 0.52761804 0.5335866 0.67376119 0.44942989] [ 0.84935214 0.27961321 0.60567384 0.17688612 0.40348579] [ 0.73177652 0.45681229 0.45035205 0.27946516 0.34690453] [ 0.39713876 0.70885855 0.38221809 0.74602577 0.46161144] [ 0.53812003 0.47601338 0.44954231 0.39793085 0.48881031] [ 0.76420465 0.34724651 0.56619233 0.45828789 0.38824936] [ 0.82139782 0.43742479 0.48573238 0.29606683 0.42771838] [ 0.34587558 0.62798051 0.32729745 0.70828515 0.42337956] [ 0.5017071 0.65050749 0.5018585 0.44026482 0.57603058] [ 0.68078528 0.4308959 0.59576713 0.30459231 0.51572326] [ 0.55666456 0.42723061 0.41686701 0.58984936 0.35649661] [ 0.77173143 0.52624278 0.57581276 0.37725914 0.4222587 ] [ 0.48241047 0.47540198 0.52964008 0.36541353 0.5363993 ] [ 0.60779017 0.43545689 0.39274145 0.42163564 0.44219276] [ 0.79409384 0.36250403 0.45859775 0.13597217 0.31249098] [ 0.36121687 0.59516161 0.48919128 0.76573407 0.61036509] [ 0.50502164 0.63859774 0.44214014 0.53579565 0.47188346] [ 0.77255919 0.48812065 0.52319269 0.41996402 0.41304279] [ 0.42911615 0.49459315 0.50916535 0.52087999 0.52507436] [ 0.3402835 0.7020435 0.29706946 0.69581409 0.56544996] [ 0.82704857 0.58727722 0.47864221 0.34713717 0.37043559] [ 0.35839328 0.56745628 0.35605652 0.48995076 0.39762157] [ 0.43595636 0.6542795 0.44436783 0.84924695 0.44061608] [ 0.70926203 0.43018107 0.57304608 0.51650509 0.42449016] [ 0.56734471 0.44285633 0.51948753 0.69237651 0.37351466] [ 0.6385213 0.51554512 0.39320593 0.36130575 0.28351936] [ 0.44543781 0.66809462 0.26979363 0.65193326 0.42318935] [ 0.49684824 0.62766199 0.52968157 0.43774342 0.51120894] [ 0.34100632 0.48790215 0.49582284 0.74860352 0.46821244] [ 0.49941059 0.50425103 0.52756602 0.38260998 0.48864232] [ 0.46195857 0.69434372 0.37835763 0.63202881 0.29630501] [ 0.49115727 0.6222268 0.40766697 0.81166136 0.43933742] [ 0.20457251 0.68908597 0.39087971 0.83372634 0.61482719] [ 0.69765001 0.54991008 0.50700289 0.419089 0.45787736] [ 0.86816336 0.31984001 0.57385463 0.1721224 0.37463369] [ 0.72754994 0.36594538 0.48446721 0.41621182 0.36254107] [ 0.59149219 0.57914777 0.49477903 0.47307133 0.47769777] [ 0.61497164 0.45204682 0.46150606 0.60419194 0.35982951] [ 0.23385863 0.65625397 0.35927959 0.76717846 0.46707741] [ 0.36181248 0.52868373 0.45006491 0.51158848 0.46726981] [ 0.25559902 0.50145883 0.33419355 0.82068624 0.52643381] [ 0.36314044 0.56332157 0.56125951 0.75253771 0.54608996] [ 0.15562236 0.67253409 0.37294348 0.84923021 0.51822003] [ 0.48266223 0.38593094 0.4784888 0.58724246 0.43175928] [ 0.59952034 0.60653702 0.28208591 0.52319663 0.46441494] [ 0.27556023 0.52308028 0.49189481 0.72569008 0.74875404] [ 0.75029196 0.50780451 0.50525527 0.18900254 0.32255097] [ 0.78221208 0.51843086 0.47500416 0.43048905 0.44738754] [ 0.57829963 0.6178457 0.27191458 0.62462048 0.38140603] [ 0.53668308 0.49634958 0.49239074 0.75059556 0.37864553] [ 0.60026349 0.49678305 0.67310917 0.38930616 0.41502683] [ 0.744233 0.4663983 0.58617204 0.34044559 0.5075169 ] [ 0.27869645 0.71914401 0.3143766 0.7736549 0.57968108] [ 0.74078252 0.31324766 0.47614056 0.30140214 0.455846 ] [ 0.44326188 0.57030199 0.44267058 0.45786929 0.47167212] [ 0.60023526 0.63169017 0.38685872 0.58441468 0.49104181] [ 0.61506193 0.4217397 0.35778838 0.37723553 0.29518969] [ 0.40225173 0.63550207 0.35243025 0.7314288 0.34602056] [ 0.57332979 0.46532229 0.48903767 0.78365606 0.47871509] [ 0.73980152 0.51341788 0.41721618 0.31286941 0.36985548] [ 0.43716614 0.48699848 0.35181124 0.53065305 0.46944837] [ 0.73094274 0.54785045 0.39419892 0.61453944 0.39478377] [ 0.51075223 0.73067898 0.28050679 0.68667163 0.51335654] [ 0.68485021 0.47094303 0.46418545 0.50429268 0.46533495] [ 0.56800928 0.5435126 0.44286567 0.70413361 0.50798708] [ 0.54183249 0.62139025 0.58834821 0.3716595 0.56910127] [ 0.26039758 0.61272229 0.43730863 0.86694273 0.5392454 ] [ 0.34791964 0.56303504 0.53093885 0.76130165 0.47567749] [ 0.64115025 0.43193271 0.46044392 0.46286247 0.3614628 ] [ 0.69028417 0.43968109 0.61508053 0.33762005 0.44125817] [ 0.63281886 0.45967995 0.53243489 0.50350734 0.47683423] [ 0.65665987 0.52842828 0.4815604 0.43321248 0.55300375] [ 0.30427582 0.66485142 0.39737886 0.55759696 0.59807538] [ 0.67272376 0.46400217 0.47290724 0.60599113 0.30952294] [ 0.56181135 0.50683903 0.50190269 0.47918759 0.54395912] Progress: 55.8% ... Training loss: 0.437 ... Validation loss: 0.717[ 0.42797056 0.43313083 0.53045577 0.56022274 0.49854861] [ 0.4602878 0.62868621 0.49043053 0.56297979 0.3951334 ] [ 0.48347129 0.57389713 0.45138517 0.4791779 0.36818226] [ 0.17456943 0.54384971 0.56996428 0.62842865 0.64345494] [ 0.7940016 0.41070816 0.46266704 0.19729242 0.28970241] [ 0.66562532 0.43212029 0.47787544 0.31939693 0.44789981] [ 0.72626405 0.39101633 0.6697499 0.48924434 0.45733101] [ 0.41861568 0.4641267 0.54792329 0.77139068 0.53728741] [ 0.26597102 0.668921 0.32960182 0.85200956 0.58105874] [ 0.45010437 0.61706734 0.36023994 0.65936352 0.26609611] [ 0.68445224 0.54963743 0.51739069 0.44067178 0.43360272] [ 0.7061322 0.44761817 0.57751818 0.63151285 0.41275622] [ 0.46824424 0.59470523 0.40727958 0.61609707 0.51541298] [ 0.42981561 0.48719223 0.53586373 0.72881343 0.45125256] [ 0.75380067 0.45785062 0.44325753 0.36950337 0.38611615] [ 0.41573443 0.57180748 0.38158419 0.39873608 0.47371341] [ 0.82459059 0.32374932 0.48253961 0.21409599 0.37485731] [ 0.55736824 0.57022996 0.4210662 0.45715047 0.34815951] [ 0.5817373 0.4994092 0.46638228 0.36166798 0.33422484] [ 0.6879072 0.42172946 0.56167423 0.62965878 0.46901479] [ 0.59484621 0.49437158 0.52854563 0.57274004 0.35102988] [ 0.57719675 0.35625222 0.46706164 0.34788249 0.4584948 ] [ 0.56044138 0.53489005 0.49300423 0.59273032 0.41175842] [ 0.52489246 0.58476718 0.4765319 0.598321 0.49377459] [ 0.40363709 0.61937303 0.32043162 0.8016372 0.41917539] [ 0.41885242 0.65570664 0.38660552 0.75184416 0.40258458] [ 0.71358099 0.35256841 0.58259427 0.60061618 0.41841415] [ 0.50124508 0.4434527 0.57609746 0.69201582 0.52210505] [ 0.40882365 0.56224237 0.52195771 0.5705433 0.61307235] [ 0.6673254 0.38186524 0.74422332 0.54067129 0.37688733] [ 0.34267104 0.51421752 0.48953337 0.52310215 0.61198306] [ 0.57646748 0.43901219 0.55364315 0.69237208 0.48540726] [ 0.73849418 0.39282664 0.59019088 0.33499932 0.53949554] [ 0.7678525 0.52885367 0.41237677 0.53740113 0.5255319 ] [ 0.69452554 0.59914577 0.63719829 0.42312706 0.4454995 ] [ 0.47519552 0.50790319 0.63082321 0.67368856 0.42398148] [ 0.38688017 0.50394715 0.36932153 0.59089849 0.38636629] [ 0.73836508 0.41420643 0.46572295 0.28000557 0.42319321] [ 0.30747904 0.61770741 0.45369535 0.77397202 0.52672882] [ 0.54871379 0.52855942 0.54932201 0.51941048 0.6118978 ] [ 0.33633912 0.59935194 0.31681804 0.90278295 0.46917365] [ 0.72014989 0.65999736 0.34275318 0.55566729 0.49392922] [ 0.70013978 0.459871 0.50832736 0.47453591 0.3894317 ] [ 0.48024688 0.49284067 0.46578458 0.74098303 0.52080784] [ 0.54059464 0.44121068 0.59517446 0.32028295 0.52783699] [ 0.68135896 0.49549525 0.49383451 0.3559467 0.433442 ] [ 0.25486463 0.60276264 0.38591257 0.6013037 0.45095685] [ 0.40042063 0.71254197 0.43021935 0.68139276 0.48859703] [ 0.83984505 0.31287723 0.52080952 0.15549909 0.39076573] [ 0.80187019 0.4072827 0.4092816 0.19419602 0.3153361 ] [ 0.72099149 0.56528203 0.43402882 0.23053147 0.35275679] [ 0.56492354 0.44956479 0.45786199 0.75957454 0.42736942] [ 0.67094259 0.51173567 0.44085297 0.37486136 0.55928937] [ 0.5899128 0.53631796 0.41523432 0.252013 0.33605475] [ 0.66473299 0.65868735 0.29318417 0.55149932 0.36351002] [ 0.56867046 0.47510346 0.52932662 0.73923768 0.44724337] [ 0.5268976 0.59863811 0.59336526 0.54506356 0.47354833] [ 0.41707089 0.51612978 0.55685806 0.45103152 0.49659299] [ 0.6484012 0.56119234 0.48815887 0.34086222 0.38452178] [ 0.58305272 0.52039342 0.45737979 0.50796989 0.41288049] [ 0.5947734 0.53394757 0.54095391 0.42708414 0.52021044] [ 0.39368801 0.48463766 0.51736345 0.54017214 0.65600579] [ 0.6404171 0.39433931 0.45941625 0.59574109 0.3657687 ] [ 0.578416 0.54108892 0.38360952 0.39203186 0.3923105 ] [ 0.54744936 0.47344501 0.489535 0.67697203 0.39985291] [ 0.18064814 0.58625256 0.34950882 0.79622992 0.5778661 ] [ 0.22990972 0.48242547 0.40177283 0.84850802 0.59027886] [ 0.73969427 0.54708921 0.57378871 0.41144192 0.54317316] [ 0.6011182 0.35586263 0.52406841 0.34705171 0.59090828] [ 0.38624496 0.49836871 0.36991556 0.54826157 0.47471826] [ 0.33292632 0.69497541 0.41732727 0.64875141 0.42335074] [ 0.77385167 0.51180293 0.54800198 0.29748734 0.40428221] [ 0.57820347 0.62002269 0.39614898 0.48547538 0.60757674] [ 0.56958013 0.48291203 0.52214357 0.62214047 0.38569481] [ 0.36725936 0.69680156 0.30466007 0.70061691 0.42569222] [ 0.58522734 0.43705398 0.43693182 0.5712678 0.35788553] [ 0.72770377 0.46090987 0.61959079 0.26103073 0.52630863] [ 0.26100206 0.66377575 0.46640234 0.71901762 0.61419438] [ 0.50638659 0.39912076 0.48347615 0.35117202 0.44951167] [ 0.59259636 0.40727983 0.56918475 0.30955324 0.47810289] [ 0.49986533 0.46697776 0.42851138 0.65272297 0.36085466] [ 0.77087201 0.50570716 0.60003418 0.36150978 0.42104793] [ 0.35112402 0.69639519 0.39092797 0.65706293 0.43446525] [ 0.2683348 0.61149354 0.40620566 0.70577087 0.49038676] [ 0.22764822 0.55375783 0.41228471 0.79724871 0.53657572] [ 0.78400533 0.45943437 0.50596936 0.23880486 0.42294276] [ 0.60751845 0.56271256 0.41056685 0.65327491 0.34155004] [ 0.31911971 0.63424322 0.40258281 0.53987694 0.39310115] [ 0.50159827 0.4950193 0.43818114 0.46570585 0.49949971] [ 0.54320088 0.62077215 0.58859893 0.37092839 0.5688623 ] [ 0.85071014 0.36791168 0.60618145 0.28355206 0.38190909] [ 0.73542131 0.46020116 0.53100734 0.43678006 0.52169115] [ 0.6671844 0.49812559 0.38923275 0.3028857 0.41584236] [ 0.81281039 0.53945498 0.45400721 0.29623261 0.41840806] [ 0.63428331 0.49837414 0.45802049 0.67627893 0.32130284] [ 0.24389458 0.48479192 0.38678236 0.87279483 0.57585588] [ 0.5919055 0.44152273 0.5480281 0.40449179 0.55633147] [ 0.80558529 0.53135227 0.53226508 0.31042206 0.39010397] [ 0.28431717 0.55389103 0.36643847 0.84282496 0.61020037] [ 0.42777631 0.37041602 0.57251884 0.74119322 0.40631131] [ 0.7833008 0.43405257 0.36783901 0.31872756 0.35427048] [ 0.43481268 0.69332963 0.46963417 0.57295138 0.41780616] [ 0.57743312 0.60736704 0.28758565 0.49788841 0.32601383] [ 0.51041598 0.51058084 0.55742138 0.32445944 0.63316019] [ 0.27022443 0.74933759 0.40735454 0.74557263 0.42916093] [ 0.40404275 0.57473587 0.3568771 0.55424041 0.40047451] [ 0.2344179 0.56309424 0.40161956 0.79976556 0.67589003] [ 0.58859798 0.60159647 0.52119222 0.49422877 0.53553754] [ 0.53695579 0.45293957 0.51480147 0.50763772 0.39040936] [ 0.67717867 0.51113214 0.38422963 0.2753659 0.3294912 ] [ 0.542528 0.51804163 0.58090577 0.65229611 0.38530283] [ 0.38398897 0.45545433 0.51990822 0.66820427 0.46837317] [ 0.57668363 0.57592877 0.32467457 0.47161088 0.39635172] [ 0.73593588 0.30184261 0.53328129 0.32311594 0.44403205] [ 0.73415636 0.37789159 0.50506131 0.23433052 0.36025309] [ 0.744166 0.35941761 0.53104832 0.31127452 0.42656801] [ 0.59764882 0.69539365 0.36863986 0.61961184 0.44353747] [ 0.30940422 0.55833642 0.42037423 0.79909015 0.5696703 ] [ 0.58259911 0.42042669 0.61127997 0.28785505 0.62117537] [ 0.25487232 0.55524972 0.54336319 0.68300388 0.64793944] [ 0.82621944 0.43721247 0.56558236 0.35489045 0.36918588] [ 0.63598942 0.52873608 0.45471675 0.35061519 0.54142146] [ 0.54375629 0.59293226 0.44701764 0.51811363 0.43025346] [ 0.57394516 0.38243717 0.52896337 0.28591498 0.53060668] [ 0.77546981 0.3741857 0.60806138 0.54910859 0.35912075] [ 0.55187687 0.46450032 0.70662733 0.64367564 0.53493561] [ 0.45879274 0.61502977 0.45743744 0.53682065 0.50963592] [ 0.72874916 0.56674912 0.41359994 0.45670468 0.38882754] Progress: 55.8% ... Training loss: 0.436 ... Validation loss: 0.716[ 0.63630015 0.61160766 0.42686597 0.58650797 0.36611417] [ 0.78314225 0.43025626 0.50847473 0.16384385 0.36148538] [ 0.7278322 0.32636945 0.64960056 0.49343895 0.32211912] [ 0.56998136 0.53140614 0.44237978 0.59061937 0.51100517] [ 0.62310993 0.60233912 0.45372143 0.48867767 0.5643732 ] [ 0.67936131 0.486227 0.49155395 0.38804208 0.40917423] [ 0.80687354 0.43579832 0.46511653 0.42535682 0.41743536] [ 0.61918409 0.47411372 0.54476375 0.55603931 0.32943724] [ 0.65948212 0.552629 0.41626317 0.53315705 0.58080175] [ 0.67199991 0.48481757 0.50669924 0.48064504 0.36413827] [ 0.51072941 0.4184437 0.66906437 0.35854331 0.54301881] [ 0.25530184 0.60439198 0.43111553 0.85591804 0.41113553] [ 0.60246566 0.51972107 0.35431157 0.60542583 0.40725951] [ 0.75576266 0.45656073 0.54146227 0.35926703 0.52008125] [ 0.57240261 0.38888775 0.49821384 0.57460641 0.44460075] [ 0.70136961 0.53369355 0.33994816 0.39091415 0.28886135] [ 0.83595312 0.48190658 0.55759521 0.35880256 0.39098543] [ 0.68511858 0.4496934 0.60332098 0.46413995 0.51507869] [ 0.32057812 0.39809121 0.51989943 0.75085769 0.61484173] [ 0.76611511 0.52251543 0.53595685 0.35293077 0.55041723] [ 0.7253557 0.53888448 0.38576535 0.48863694 0.34606478] [ 0.22806044 0.50926092 0.56623037 0.58961577 0.49984522] [ 0.45732234 0.44175833 0.45829457 0.62881521 0.49979499] [ 0.61764011 0.38750616 0.64289132 0.33243999 0.46736214] [ 0.56864395 0.52377017 0.47948941 0.48807981 0.40148656] [ 0.28766969 0.74702084 0.30817989 0.82270102 0.59429901] [ 0.77477676 0.46639474 0.45975964 0.36022202 0.39872792] [ 0.38551105 0.5842241 0.52870082 0.59073356 0.35345119] [ 0.77376382 0.50055751 0.46691282 0.2810296 0.37025008] [ 0.86349237 0.36072948 0.58299525 0.26036509 0.40047379] [ 0.78557908 0.44843001 0.50420312 0.26179151 0.45414968] [ 0.62660095 0.4467403 0.4915453 0.32592744 0.55547977] [ 0.23828814 0.69418689 0.44990541 0.80347271 0.56495806] [ 0.42889671 0.5310886 0.52479338 0.49428178 0.54168244] [ 0.4792319 0.67694688 0.45427004 0.66521538 0.61271563] [ 0.68490492 0.45479703 0.47546454 0.52767571 0.31900534] [ 0.66720066 0.52216685 0.53392424 0.38437802 0.48957385] [ 0.37000099 0.63840039 0.35512376 0.63949127 0.44356377] [ 0.45026485 0.67014638 0.44092847 0.58263274 0.39130028] [ 0.63439013 0.57516393 0.56044766 0.56013489 0.49684566] [ 0.37079722 0.4928391 0.49797916 0.71575391 0.48378357] [ 0.34895972 0.57312245 0.50613447 0.81360828 0.66461102] [ 0.22833322 0.61928416 0.33426718 0.80354545 0.59379475] [ 0.5385018 0.50723594 0.3960295 0.52338447 0.38624239] [ 0.26352104 0.49205609 0.43737837 0.79626011 0.50669544] [ 0.14085057 0.46112611 0.50027825 0.86434115 0.64095949] [ 0.77143654 0.45538018 0.52115244 0.30376957 0.42573751] [ 0.33392518 0.42875663 0.43251193 0.53480549 0.74671395] [ 0.45215252 0.4740617 0.67538002 0.73630033 0.55266809] [ 0.6962561 0.60499413 0.47569591 0.49319764 0.46307031] [ 0.62308226 0.5733403 0.45003506 0.42401661 0.37076205] [ 0.46734134 0.56557492 0.35506494 0.52975883 0.52479987] [ 0.80861038 0.34227171 0.51074567 0.21162321 0.4687927 ] [ 0.3396464 0.6781623 0.31371202 0.70412255 0.463705 ] [ 0.33989246 0.6640316 0.41678332 0.74582739 0.45433161] [ 0.72361617 0.44759589 0.54180475 0.37139985 0.3858329 ] [ 0.5311009 0.52907943 0.49869745 0.44070193 0.44628538] [ 0.35142637 0.57144584 0.34253786 0.78184486 0.40895619] [ 0.66599641 0.51399237 0.41137066 0.49485628 0.40439609] [ 0.47469444 0.66110646 0.40931265 0.7578662 0.52753014] [ 0.54380984 0.49902606 0.5858896 0.71563382 0.36495532] [ 0.53060378 0.47600626 0.4221003 0.36393859 0.36634248] [ 0.32368683 0.67532318 0.42932802 0.73510662 0.4868202 ] [ 0.32121564 0.64520136 0.34980933 0.41570362 0.59498648] [ 0.72077938 0.5774317 0.39605477 0.3788151 0.36349366] [ 0.60087454 0.48471702 0.51227914 0.70792147 0.45662243] [ 0.19832591 0.62161512 0.35244291 0.84338913 0.58169591] [ 0.661019 0.35066121 0.38936516 0.4331423 0.56598619] [ 0.37177045 0.49195907 0.51067908 0.5011468 0.69846315] [ 0.63728397 0.526043 0.59585707 0.30821858 0.42073775] [ 0.77916455 0.53388365 0.49788029 0.31869897 0.5184296 ] [ 0.60989789 0.62004884 0.23923963 0.49753151 0.30272965] [ 0.4620374 0.50765576 0.56290178 0.4150719 0.62907665] [ 0.69145189 0.39685493 0.47753644 0.40667393 0.37367516] [ 0.67565503 0.40878652 0.41538243 0.58186124 0.3226567 ] [ 0.5974591 0.59994558 0.39398322 0.62099133 0.36205697] [ 0.42181764 0.44678256 0.54877649 0.49940859 0.57157346] [ 0.85236789 0.3883767 0.51146302 0.12773821 0.37820654] [ 0.5268389 0.43205048 0.62783294 0.59641688 0.49753203] [ 0.7419566 0.42683969 0.41835527 0.31995839 0.3298943 ] [ 0.58883164 0.54852807 0.46919807 0.35078068 0.3834821 ] [ 0.463725 0.6110451 0.34219811 0.61793242 0.24997186] [ 0.42802188 0.42482615 0.49945638 0.76337114 0.57573655] [ 0.31584376 0.72633162 0.35157948 0.74941668 0.39805871] [ 0.14956504 0.69486553 0.31954129 0.81995162 0.63167097] [ 0.51364899 0.72962033 0.28091453 0.68486805 0.5128753 ] [ 0.66309948 0.44118945 0.38620584 0.33278144 0.43000246] [ 0.35606126 0.59247006 0.55825459 0.48453409 0.43801749] [ 0.66402363 0.51642666 0.51728935 0.40584089 0.42393393] [ 0.57203918 0.41329761 0.52269491 0.5811978 0.36577271] [ 0.77143875 0.52647165 0.5757275 0.3774796 0.42233421] [ 0.75213224 0.48120122 0.44388272 0.35498228 0.38309901] [ 0.52151734 0.45677737 0.49196242 0.36196928 0.62033013] [ 0.606536 0.51496141 0.36391058 0.39337912 0.41493199] [ 0.24301701 0.68438652 0.37589679 0.8116811 0.54555126] [ 0.68248299 0.43851728 0.56891516 0.42137276 0.3656248 ] [ 0.26339865 0.53660402 0.47319919 0.70931379 0.67797088] [ 0.30320343 0.51415915 0.3930142 0.8316557 0.4503417 ] [ 0.65703036 0.4084188 0.51057973 0.65743441 0.3294286 ] [ 0.87391205 0.41396889 0.51152185 0.21504814 0.34306837] [ 0.47249876 0.64764709 0.33802041 0.45695698 0.33548086] [ 0.70317316 0.4772503 0.54332277 0.68309464 0.4798527 ] [ 0.78676944 0.51191703 0.41470629 0.32736045 0.28926948] [ 0.19771675 0.68340849 0.43047339 0.64737385 0.52850017] [ 0.69155255 0.59490712 0.40021362 0.56291089 0.47593706] [ 0.57934321 0.55582622 0.51206782 0.56336711 0.49796154] [ 0.37997237 0.52790905 0.51581639 0.67325983 0.41964781] [ 0.24718042 0.67476896 0.4762484 0.82144106 0.69548238] [ 0.60940759 0.42101709 0.58901961 0.5501385 0.45924639] [ 0.3361699 0.59951114 0.31674605 0.90269731 0.46926135] [ 0.7858124 0.4523571 0.51430635 0.31945737 0.42829339] [ 0.65885725 0.43061591 0.5315156 0.43582301 0.47129868] [ 0.60164892 0.57929434 0.33224622 0.3994799 0.42000451] [ 0.72013708 0.3786165 0.5424898 0.23606672 0.47174455] [ 0.87630497 0.27349628 0.60214682 0.11475552 0.39872256] [ 0.49248017 0.4280625 0.55412233 0.32305174 0.54276312] [ 0.53673464 0.57381258 0.5412902 0.54549155 0.55723419] [ 0.49953995 0.54071475 0.52972819 0.70936126 0.54131437] [ 0.6695472 0.569157 0.51204206 0.45560114 0.58041232] [ 0.55309245 0.45706928 0.53900817 0.61367722 0.4155356 ] [ 0.50106255 0.33770287 0.63455972 0.55523694 0.5735016 ] [ 0.27911057 0.7306381 0.41087273 0.72223766 0.5224171 ] [ 0.58324002 0.46632754 0.5729145 0.51692281 0.36289584] [ 0.37362526 0.61788824 0.45482919 0.69459408 0.54716504] [ 0.63887155 0.63794299 0.43047088 0.47323459 0.44898183] [ 0.47858909 0.48391222 0.5916442 0.71674956 0.34302091] [ 0.2216018 0.58376249 0.41090276 0.88754748 0.59159719] [ 0.39266278 0.58791904 0.39787327 0.52037225 0.6070062 ] Progress: 55.9% ... Training loss: 0.436 ... Validation loss: 0.716[ 0.56735448 0.5537454 0.42618833 0.4422088 0.3813244 ] [ 0.51505016 0.57313272 0.5808573 0.52184258 0.35422477] [ 0.35989379 0.56894327 0.37069373 0.61298498 0.48830914] [ 0.75673143 0.47978221 0.53337119 0.33209275 0.42152302] [ 0.29493712 0.57506672 0.50864509 0.74325847 0.40579282] [ 0.21031953 0.5192058 0.57978 0.88480421 0.70252488] [ 0.43902772 0.53370627 0.54462067 0.76084545 0.47083485] [ 0.77322519 0.36654046 0.64653711 0.34011295 0.45867714] [ 0.62990523 0.48686402 0.44953703 0.7009387 0.40298288] [ 0.5075305 0.5706488 0.39813487 0.47103401 0.35841335] [ 0.71704306 0.65695246 0.50724275 0.37012688 0.42526183] [ 0.44572017 0.50414467 0.50866789 0.46438686 0.48419437] [ 0.49300209 0.60069176 0.35621419 0.40451824 0.3336658 ] [ 0.3578043 0.68131905 0.40228599 0.68512162 0.56224958] [ 0.2622806 0.5948115 0.52154026 0.68266309 0.50934906] [ 0.70403868 0.62517532 0.35111392 0.31084708 0.38363442] [ 0.40070372 0.51782371 0.56249614 0.67363289 0.5032247 ] [ 0.56885514 0.45205871 0.53522827 0.43238497 0.59049359] [ 0.4322163 0.63713082 0.39115715 0.5427706 0.45217767] [ 0.56663211 0.57128184 0.4064653 0.53697815 0.58634058] [ 0.71361442 0.52877671 0.42033062 0.56505491 0.38675317] [ 0.66102937 0.41155715 0.405336 0.53441384 0.42269877] [ 0.63346478 0.42106977 0.4398295 0.36793362 0.38531413] [ 0.7300945 0.47608562 0.46247645 0.56086733 0.41661567] [ 0.48439057 0.61266517 0.57393065 0.65308627 0.52600737] [ 0.51001384 0.58778258 0.53812321 0.47869138 0.67329336] [ 0.69930882 0.52257312 0.44727856 0.30867996 0.40290989] [ 0.6591956 0.42613077 0.59195473 0.20838779 0.53205453] [ 0.78417685 0.44489288 0.62939071 0.52932706 0.39362077] [ 0.72630954 0.42031116 0.42598943 0.65624712 0.28416002] [ 0.76895976 0.41041275 0.5183514 0.48501486 0.40454555] [ 0.3832851 0.74797819 0.31759615 0.67615049 0.46371007] [ 0.78402741 0.44916646 0.53249323 0.6782707 0.37273235] [ 0.73022164 0.59403539 0.4167433 0.40482078 0.33894312] [ 0.51550767 0.62995187 0.31995219 0.57898049 0.35397443] [ 0.33146014 0.47870983 0.30326754 0.8564278 0.45204547] [ 0.57168875 0.45728448 0.49515797 0.77838029 0.57623525] [ 0.67962194 0.45549183 0.52366753 0.41614045 0.45388938] [ 0.45776302 0.5204174 0.41921894 0.6128582 0.51382313] [ 0.62272525 0.48326685 0.45786698 0.38744361 0.40371166] [ 0.35628401 0.43076801 0.47896471 0.70157009 0.64130774] [ 0.44006865 0.52194417 0.57010476 0.65700355 0.51407626] [ 0.5751918 0.56913851 0.51789655 0.47941947 0.47803594] [ 0.73037215 0.38630263 0.59366358 0.39117595 0.43383545] [ 0.58767417 0.42773924 0.59423209 0.59697093 0.54710376] [ 0.38302254 0.48828024 0.58884783 0.49110986 0.59548044] [ 0.800767 0.45093392 0.53843115 0.24388356 0.39448852] [ 0.39587076 0.69564503 0.24576024 0.76806269 0.40527451] [ 0.35075098 0.61723586 0.3727928 0.70625802 0.56705277] [ 0.29268944 0.69609715 0.31586834 0.80646921 0.5329886 ] [ 0.66765845 0.61534906 0.41761622 0.26338495 0.36155751] [ 0.66170727 0.53354838 0.43449123 0.3853128 0.524309 ] [ 0.39482238 0.69224061 0.28979935 0.69341285 0.54670397] [ 0.5929223 0.58995779 0.44640924 0.55433664 0.41868707] [ 0.6801257 0.38502386 0.60012127 0.49033151 0.46238716] [ 0.48795505 0.50741383 0.4995945 0.74742637 0.59992499] [ 0.48789807 0.49833447 0.61235236 0.66235582 0.35641611] [ 0.60064852 0.43278043 0.67221738 0.66664866 0.43416352] [ 0.61395405 0.61094264 0.35532671 0.21381753 0.31683385] [ 0.57014914 0.43646232 0.49382944 0.82517567 0.53920428] [ 0.46455686 0.49295009 0.37226197 0.71340708 0.6050436 ] [ 0.67549224 0.50139997 0.53842547 0.3687581 0.55322532] [ 0.58427479 0.37942924 0.47126147 0.55085133 0.37186196] [ 0.48267845 0.63177707 0.36405314 0.77262235 0.43374484] [ 0.57552908 0.62524996 0.50149241 0.50838466 0.44300965] [ 0.6465474 0.53749598 0.55369574 0.53781297 0.37508537] [ 0.64596192 0.38415318 0.61035843 0.57407154 0.44068719] [ 0.81923491 0.52966098 0.48343974 0.42723258 0.39267286] [ 0.36182631 0.44395789 0.40400203 0.76307513 0.49913766] [ 0.75217282 0.42136 0.55755864 0.37577288 0.390301 ] [ 0.59466985 0.38960409 0.51496091 0.3251942 0.42167434] [ 0.72219511 0.56457147 0.43429369 0.22977476 0.352541 ] [ 0.39507342 0.50470722 0.53525514 0.82348321 0.50672477] [ 0.5096553 0.49734455 0.50847574 0.63874485 0.53375779] [ 0.77868616 0.33945217 0.56178239 0.29866568 0.3512806 ] [ 0.53948883 0.47719523 0.61096572 0.37981809 0.44440199] [ 0.79193192 0.46324765 0.38048212 0.3443263 0.30116662] [ 0.4366058 0.53863933 0.48471189 0.70920922 0.37393923] [ 0.78095662 0.38197488 0.63300322 0.56874059 0.36904823] [ 0.69697564 0.60545038 0.37768298 0.43290459 0.42450269] [ 0.43271514 0.51624025 0.38356246 0.55043889 0.53791391] [ 0.57413551 0.38412171 0.52443041 0.71219815 0.45843338] [ 0.8110209 0.4884174 0.55936835 0.15288357 0.4599484 ] [ 0.71191543 0.57925431 0.43431174 0.33641851 0.34430762] [ 0.65655196 0.59858978 0.43794968 0.541513 0.35115073] [ 0.37754327 0.55980079 0.4377211 0.67649566 0.36536455] [ 0.59856248 0.38040385 0.44167272 0.61062633 0.41690737] [ 0.67611526 0.40173592 0.55842685 0.60933496 0.37682726] [ 0.47904232 0.48368363 0.59171564 0.71639997 0.34298105] [ 0.77142469 0.52644914 0.57572637 0.37741483 0.42232437] [ 0.85328799 0.40493639 0.48263914 0.23837609 0.37405936] [ 0.3616228 0.70808921 0.29717453 0.71390122 0.36657822] [ 0.52387946 0.38924309 0.42489599 0.76792463 0.47880424] [ 0.4799138 0.55285182 0.52238446 0.70163971 0.6311411 ] [ 0.65216379 0.32802697 0.63706641 0.32665066 0.44611763] [ 0.53090753 0.46035344 0.62386241 0.7033549 0.58207305] [ 0.71828486 0.34150023 0.69726058 0.44181295 0.46654326] [ 0.373963 0.54474771 0.4874467 0.60864761 0.51101097] [ 0.26920085 0.54805414 0.39066683 0.58440604 0.41397131] [ 0.40512299 0.68803728 0.23863483 0.71613591 0.44939242] [ 0.4525649 0.42526644 0.51173008 0.30429616 0.41112877] [ 0.43682702 0.60051678 0.34813947 0.57342899 0.4348279 ] [ 0.48439937 0.51219562 0.62447978 0.60419278 0.44924705] [ 0.32241704 0.68766474 0.52131218 0.6397398 0.4249917 ] [ 0.72806859 0.47867051 0.50606246 0.42288372 0.44023042] [ 0.71450764 0.36098497 0.53644709 0.36263853 0.32946122] [ 0.55584323 0.55621859 0.51422469 0.3836063 0.50943224] [ 0.39604019 0.59379051 0.3575553 0.81242261 0.56265968] [ 0.23259837 0.72331793 0.40240447 0.75445 0.63420547] [ 0.6770369 0.50251565 0.49481841 0.34105653 0.37726125] [ 0.39184251 0.67452006 0.4002577 0.61110768 0.36751947] [ 0.42075967 0.47022462 0.43311144 0.61793567 0.44141184] [ 0.7433242 0.523161 0.42699734 0.32344931 0.40932622] [ 0.86421084 0.48685387 0.48004946 0.32606961 0.36250776] [ 0.53945818 0.58088036 0.3945534 0.61262215 0.48429356] [ 0.74082894 0.49390394 0.52894026 0.39922009 0.4753491 ] [ 0.68699788 0.49148133 0.53831978 0.66310208 0.44364272] [ 0.31795982 0.46241654 0.46470622 0.73719851 0.40380505] [ 0.69921653 0.5194971 0.42366249 0.43371101 0.39989555] [ 0.53173048 0.38648736 0.46381789 0.48435319 0.47629122] [ 0.35904109 0.69967572 0.32073932 0.7042638 0.47473277] [ 0.42804882 0.58434254 0.37778286 0.50323878 0.51611037] [ 0.56898586 0.52116164 0.42137703 0.34920348 0.31814568] [ 0.47519853 0.48661375 0.51520531 0.66265033 0.32575374] [ 0.8165179 0.41465721 0.41523609 0.40911152 0.48423851] [ 0.35778017 0.71362711 0.46155945 0.67548007 0.38595126] [ 0.3832851 0.74797819 0.31759615 0.67615049 0.46371007] [ 0.67549224 0.50139997 0.53842547 0.3687581 0.55322532] Progress: 55.9% ... Training loss: 0.436 ... Validation loss: 0.716[ 0.6031139 0.6583699 0.28372945 0.47173341 0.34022973] [ 0.64588318 0.56529272 0.53937347 0.66105457 0.42581397] [ 0.46552543 0.66891907 0.38204342 0.41942438 0.43298004] [ 0.66805621 0.42340052 0.56167997 0.37122122 0.41242696] [ 0.46895749 0.48769619 0.51836639 0.42708953 0.48845678] [ 0.2614518 0.61521086 0.52263589 0.76256788 0.47179355] [ 0.55985292 0.54021897 0.37039165 0.54267499 0.39037549] [ 0.52540557 0.50188862 0.46836986 0.50312536 0.50543809] [ 0.75914071 0.51725851 0.57278357 0.38555335 0.46664762] [ 0.70981626 0.39624256 0.50015812 0.41458219 0.42621764] [ 0.58075341 0.49180998 0.35294988 0.4370249 0.3261032 ] [ 0.6319602 0.26227612 0.59779561 0.43740444 0.4768125 ] [ 0.87903733 0.31645211 0.49707208 0.19991869 0.36946089] [ 0.47964609 0.56603174 0.37572328 0.47630631 0.33730675] [ 0.32113082 0.69076548 0.3409413 0.71553402 0.50626396] [ 0.59973384 0.47663777 0.47032045 0.56352609 0.53923528] [ 0.59427536 0.49490732 0.2973131 0.47520217 0.42110146] [ 0.49485077 0.5275491 0.46713282 0.42009626 0.51060396] [ 0.4239797 0.65448544 0.58492902 0.67939886 0.43494493] [ 0.59455628 0.46636748 0.56004664 0.65063525 0.34531959] [ 0.75351894 0.42733637 0.45040694 0.3063444 0.32904573] [ 0.76260665 0.48264571 0.4719166 0.29302726 0.44463144] [ 0.70847651 0.57418637 0.36702181 0.47183969 0.35177951] [ 0.69728138 0.38018674 0.65166949 0.54752461 0.47067779] [ 0.57910755 0.44732225 0.56207513 0.57898357 0.57326648] [ 0.71658043 0.43235031 0.4977904 0.21289252 0.31655508] [ 0.76113631 0.36259414 0.60166029 0.24441411 0.45758408] [ 0.47257155 0.62224577 0.4334148 0.57210332 0.45876069] [ 0.356423 0.55544009 0.48261502 0.55768416 0.46733982] [ 0.57038797 0.42020031 0.51845884 0.27220875 0.47823986] [ 0.84707 0.45127033 0.52208914 0.25124803 0.42596733] [ 0.4423081 0.48917962 0.42263078 0.62872122 0.51234054] [ 0.87475248 0.36926649 0.52958646 0.27466578 0.38236158] [ 0.68616932 0.42187377 0.46305872 0.36390361 0.42773556] [ 0.44165621 0.39084669 0.57975571 0.39129723 0.57729546] [ 0.39321282 0.53606116 0.58638513 0.76927222 0.65293196] [ 0.51741822 0.54465421 0.47733647 0.4779351 0.39407657] [ 0.80691719 0.46338094 0.53983738 0.32659022 0.41295121] [ 0.19790154 0.70677227 0.42387977 0.81652014 0.5534882 ] [ 0.44906575 0.58089669 0.5732353 0.54442493 0.50715871] [ 0.53999882 0.62052296 0.54803577 0.56331792 0.5944144 ] [ 0.62207439 0.5948118 0.30471157 0.52258177 0.44379657] [ 0.65767577 0.39421728 0.56643062 0.39271262 0.47910293] [ 0.47835746 0.67562772 0.56463683 0.57829623 0.4970581 ] [ 0.73804898 0.57554149 0.55501553 0.4764081 0.39741043] [ 0.39452664 0.72504517 0.356089 0.61179209 0.58246397] [ 0.37827619 0.4262069 0.67168102 0.57221162 0.55785653] [ 0.63928312 0.64159663 0.35007372 0.55591212 0.43884017] [ 0.62839493 0.61755448 0.4745006 0.44014483 0.40167174] [ 0.40759614 0.46978046 0.42412865 0.60986686 0.60852485] [ 0.80928001 0.34465276 0.36989794 0.19088478 0.29690812] [ 0.69631021 0.43119596 0.48740092 0.5165393 0.57783123] [ 0.40447743 0.60146932 0.37676649 0.44784711 0.52646942] [ 0.44752657 0.53256886 0.4741468 0.59272874 0.60766881] [ 0.62066152 0.52755035 0.44347442 0.46409662 0.39677095] [ 0.40190297 0.40359833 0.53664946 0.67128082 0.5696006 ] [ 0.72469321 0.51876396 0.43736789 0.28101661 0.38731294] [ 0.56443628 0.44753937 0.61775924 0.6044637 0.3537663 ] [ 0.78645576 0.33696753 0.44536911 0.31101556 0.36446214] [ 0.59300196 0.5273348 0.42169041 0.48525278 0.51186028] [ 0.43601283 0.60887655 0.36844795 0.61012802 0.53826419] [ 0.40692139 0.39585057 0.45200564 0.53461728 0.59300159] [ 0.59012084 0.52657091 0.4551078 0.74087554 0.36319704] [ 0.62016324 0.61631902 0.37037197 0.59309303 0.47810512] [ 0.72368879 0.45057393 0.51835608 0.40878835 0.36289364] [ 0.6175751 0.59634532 0.49049842 0.53253567 0.34312598] [ 0.73592159 0.5027213 0.56411817 0.34988157 0.44323044] [ 0.7434012 0.52311701 0.42701831 0.3233078 0.40930727] [ 0.60462163 0.54789532 0.53512812 0.6741188 0.36567691] [ 0.40778559 0.4830895 0.47260077 0.52654491 0.58435871] [ 0.31103201 0.5288617 0.52046951 0.6269883 0.63853069] [ 0.24237167 0.68468534 0.37570693 0.81174845 0.54580365] [ 0.46557306 0.47981925 0.58895827 0.53888331 0.5461791 ] [ 0.70151793 0.40465224 0.58530835 0.26548118 0.41354453] [ 0.42670956 0.4810177 0.61366214 0.66010717 0.49738354] [ 0.27573695 0.59748753 0.34157481 0.6767084 0.44168756] [ 0.73198748 0.42649921 0.54335718 0.25912229 0.39418878] [ 0.6899214 0.40898096 0.61676461 0.52281537 0.3804064 ] [ 0.58172231 0.55318579 0.44946379 0.33296698 0.46689442] [ 0.73748712 0.36301491 0.59295203 0.23852674 0.42076469] [ 0.77990967 0.52323344 0.3246536 0.33253836 0.33889671] [ 0.50800399 0.63527346 0.33893179 0.42367507 0.46114096] [ 0.70881742 0.45868687 0.57258832 0.52931977 0.4357568 ] [ 0.80954238 0.43250296 0.53916422 0.33852286 0.47680554] [ 0.49420016 0.39094326 0.54901372 0.3479958 0.50382109] [ 0.58484795 0.41283319 0.57730969 0.65176346 0.34510928] [ 0.39941529 0.67243528 0.48846968 0.59745125 0.49682865] [ 0.72160944 0.40953751 0.49941299 0.39856311 0.42535607] [ 0.68963654 0.50475619 0.59804108 0.61389472 0.48433365] [ 0.53351536 0.51610453 0.43918436 0.55165071 0.41375893] [ 0.7804219 0.46838187 0.38576572 0.36044436 0.30508336] [ 0.56427236 0.44839193 0.61854363 0.70274362 0.45881781] [ 0.45814822 0.66274813 0.41207026 0.70446964 0.42644851] [ 0.39709476 0.61667043 0.49197476 0.48653571 0.37528131] [ 0.72878057 0.44583695 0.41768233 0.16784552 0.26708182] [ 0.48519501 0.72729376 0.35583384 0.70239564 0.45330261] [ 0.59903218 0.55068213 0.32767907 0.39735785 0.42247508] [ 0.4280935 0.73755659 0.33428836 0.68312867 0.5582744 ] [ 0.41003312 0.49763205 0.32570405 0.4773858 0.42347776] [ 0.65462435 0.40686664 0.66296374 0.64653176 0.44120561] [ 0.66142349 0.41131695 0.40543181 0.53407911 0.42263181] [ 0.44820092 0.52418968 0.35833697 0.45647057 0.49631162] [ 0.66040444 0.48824925 0.55723992 0.46471674 0.4455495 ] [ 0.39690127 0.48409575 0.48061085 0.55299873 0.60988779] [ 0.32430882 0.71369321 0.48139784 0.69573791 0.54510098] [ 0.8678549 0.42147725 0.3653932 0.35172252 0.39041283] [ 0.34244672 0.52036927 0.46150427 0.60603492 0.64503251] [ 0.36581311 0.53628531 0.48890146 0.68287269 0.44159497] [ 0.40137937 0.55071014 0.52614214 0.60988162 0.47267249] [ 0.64588318 0.56529272 0.53937347 0.66105457 0.42581397] [ 0.59756451 0.44602991 0.3881132 0.56887168 0.3797987 ] [ 0.41301361 0.48303852 0.41843645 0.63826295 0.40419999] [ 0.7581304 0.31347581 0.42567923 0.37103328 0.45599976] [ 0.89608068 0.41913487 0.5879498 0.16560672 0.27077665] [ 0.67541734 0.56478589 0.50626785 0.43791203 0.40282946] [ 0.77033422 0.4552519 0.53885469 0.20464903 0.33345774] [ 0.44422044 0.52683432 0.36744701 0.78057088 0.38080192] [ 0.56447011 0.55095393 0.58722447 0.44712792 0.51989028] [ 0.62224901 0.45671282 0.62307206 0.47712826 0.42702112] [ 0.34428051 0.61999195 0.37279451 0.79600816 0.43926807] [ 0.69783287 0.40128908 0.72821276 0.59134262 0.39726218] [ 0.37624105 0.64983917 0.38108474 0.6241028 0.46091532] [ 0.71245385 0.34079561 0.69807469 0.57118609 0.39561242] [ 0.40778559 0.4830895 0.47260077 0.52654491 0.58435871] [ 0.19777393 0.50160075 0.45563448 0.88947283 0.68390575] [ 0.63793055 0.3600479 0.44863343 0.58232993 0.40300994] [ 0.80325001 0.45107002 0.56605841 0.2536689 0.44237867] [ 0.27673937 0.71404082 0.27222255 0.67668888 0.56048882] Progress: 56.0% ... Training loss: 0.436 ... Validation loss: 0.717[ 0.46210073 0.59132472 0.50981872 0.49530357 0.59070047] [ 0.53268072 0.4575648 0.63322194 0.40873596 0.38623493] [ 0.42974663 0.69180698 0.35564909 0.61210373 0.52097354] [ 0.64911105 0.56025216 0.55703692 0.58921265 0.57252562] [ 0.6362106 0.48729398 0.52166178 0.47568331 0.37610546] [ 0.83073965 0.32409872 0.58395085 0.31643688 0.33712091] [ 0.48963954 0.54676322 0.56765702 0.35166558 0.55314046] [ 0.52658898 0.63002218 0.39251041 0.36419964 0.33806933] [ 0.65804897 0.49753537 0.54060306 0.42831086 0.63082889] [ 0.45751878 0.46699704 0.55640573 0.41791884 0.55456858] [ 0.36361424 0.51680399 0.44540378 0.54516706 0.57907172] [ 0.45979559 0.45294451 0.46319833 0.59624932 0.52517789] [ 0.24083613 0.56326896 0.49596269 0.73191474 0.69614285] [ 0.60171529 0.43460029 0.4315398 0.71056324 0.3890365 ] [ 0.7689213 0.39661419 0.55842086 0.25057528 0.3933588 ] [ 0.36509593 0.67496739 0.48186937 0.7351692 0.53792175] [ 0.68026822 0.44083123 0.51878509 0.25140258 0.47570395] [ 0.72023983 0.36419058 0.58147327 0.38212445 0.42918123] [ 0.49454601 0.56380398 0.53249326 0.49052647 0.49944646] [ 0.26255179 0.53397523 0.53443998 0.70003021 0.47615765] [ 0.57134992 0.59920462 0.38164346 0.4545092 0.49388348] [ 0.83269288 0.35539262 0.6371279 0.32400495 0.37871969] [ 0.67964904 0.39140278 0.43037495 0.29438002 0.39402032] [ 0.31671851 0.51778959 0.39938091 0.80796668 0.58639709] [ 0.86073007 0.40888384 0.45081428 0.18252401 0.26627952] [ 0.80394096 0.53832969 0.48433067 0.19693957 0.48236634] [ 0.4978223 0.57224063 0.49155129 0.51366342 0.4993614 ] [ 0.66730536 0.43021916 0.63965865 0.5785466 0.32608517] [ 0.24504636 0.69457309 0.33846567 0.66798834 0.45738665] [ 0.55546663 0.44880808 0.39359552 0.56742881 0.37861727] [ 0.58782706 0.57320197 0.49682494 0.55755048 0.50726336] [ 0.70344688 0.46653831 0.3841301 0.67461413 0.41754614] [ 0.62731893 0.51913213 0.50345317 0.3295538 0.32927035] [ 0.81464515 0.41308676 0.58701282 0.17100002 0.37374123] [ 0.58559584 0.46703688 0.49377493 0.51966907 0.46665003] [ 0.65481845 0.40582194 0.55465352 0.72283272 0.4627993 ] [ 0.81164867 0.25935956 0.51350828 0.25928761 0.48287376] [ 0.76956682 0.48091963 0.52458755 0.29057074 0.49787789] [ 0.36113751 0.69125351 0.30509473 0.66524312 0.55783569] [ 0.49974431 0.66077886 0.49298465 0.5614389 0.41097302] [ 0.7363828 0.49494953 0.55863994 0.49538011 0.4192338 ] [ 0.6262542 0.51922207 0.4888931 0.41988511 0.60290998] [ 0.22515166 0.58532429 0.54570979 0.880438 0.66604026] [ 0.17678031 0.62163407 0.43800959 0.89233292 0.52428495] [ 0.40018978 0.5012303 0.5641449 0.51637877 0.66229714] [ 0.61296373 0.47896781 0.55651777 0.4160809 0.47136321] [ 0.69885283 0.55053567 0.43405598 0.38437289 0.40109161] [ 0.58246061 0.50206912 0.4796675 0.43050345 0.38443877] [ 0.25219713 0.55399973 0.48118227 0.78944549 0.50563527] [ 0.35930815 0.57273528 0.39527826 0.76311963 0.57347098] [ 0.63941932 0.46418776 0.45540629 0.38105633 0.46337849] [ 0.55382144 0.63415141 0.41687016 0.75092523 0.56478549] [ 0.53373177 0.59996554 0.53146428 0.32046266 0.49731277] [ 0.49489151 0.66797224 0.43541534 0.52918073 0.29827468] [ 0.56108115 0.61217977 0.46097023 0.68707978 0.45067784] [ 0.73529786 0.3970544 0.52835189 0.30676713 0.48564037] [ 0.70318185 0.27030076 0.63500161 0.57319538 0.44986419] [ 0.69797483 0.50402283 0.51606639 0.46678538 0.32602833] [ 0.78552999 0.35471767 0.59872564 0.29626385 0.50076584] [ 0.61502387 0.50740149 0.60255024 0.35299054 0.51129198] [ 0.35147206 0.69633056 0.3908855 0.65645338 0.43455116] [ 0.72556511 0.52422231 0.40945272 0.47409779 0.32770454] [ 0.52708286 0.5365667 0.48055938 0.66181537 0.4641897 ] [ 0.15964557 0.57863863 0.40658835 0.86128991 0.55023472] [ 0.70660695 0.46334584 0.53741671 0.1751063 0.52657676] [ 0.7102297 0.46832863 0.54472872 0.37369581 0.46710955] [ 0.85420515 0.42337017 0.48938167 0.13914522 0.40131056] [ 0.35172715 0.50994754 0.34284935 0.55447785 0.39575612] [ 0.73985806 0.36661713 0.66801485 0.54789677 0.34863931] [ 0.34624241 0.58766682 0.49395678 0.61033299 0.4497748 ] [ 0.67065426 0.51907418 0.42046585 0.33547411 0.33783142] [ 0.27056386 0.63857186 0.29994002 0.70607106 0.53493421] [ 0.65489531 0.42862737 0.57297266 0.57775941 0.33509341] [ 0.84708681 0.41705255 0.48511824 0.20924898 0.44096183] [ 0.45722187 0.48833613 0.53064888 0.64541697 0.56420793] [ 0.57358939 0.3324485 0.36161404 0.34530006 0.44775108] [ 0.83912681 0.35529724 0.52926635 0.2922342 0.45236912] [ 0.56836128 0.46687481 0.63577606 0.51525922 0.60227265] [ 0.58925517 0.32730507 0.51934575 0.37115313 0.5011452 ] [ 0.37979604 0.53702902 0.55499932 0.76625037 0.57755102] [ 0.29649457 0.61359733 0.53189769 0.7294315 0.45484287] [ 0.66707816 0.48757569 0.45148187 0.59559518 0.26774645] [ 0.71613117 0.41229626 0.487059 0.41657339 0.40663323] [ 0.72708585 0.43809818 0.49790664 0.62281612 0.45131283] [ 0.65417722 0.42219616 0.49073475 0.66243034 0.39368519] [ 0.57540474 0.38762398 0.49873185 0.5727493 0.4441373 ] [ 0.53398874 0.51810285 0.46989495 0.48399814 0.44303657] [ 0.6927436 0.46586806 0.38036595 0.24710794 0.28380836] [ 0.27635845 0.6160301 0.51594973 0.79935157 0.58164312] [ 0.53100384 0.52235456 0.52137824 0.62651496 0.38932355] [ 0.6339741 0.61060457 0.45177953 0.4781437 0.39085306] [ 0.71130348 0.41979984 0.64706585 0.65135911 0.39002328] [ 0.22955315 0.61851528 0.33449301 0.80269493 0.5936633 ] [ 0.67819034 0.66058418 0.39299602 0.5013663 0.40311687] [ 0.38966726 0.63596403 0.4767342 0.66661893 0.67170207] [ 0.72662799 0.44680383 0.54144507 0.56501174 0.37804553] [ 0.72149256 0.47109379 0.49521784 0.22127848 0.51639486] [ 0.74312634 0.36780806 0.64893232 0.30125187 0.44027332] [ 0.29421362 0.56833282 0.40840927 0.6956582 0.46236462] [ 0.7261519 0.5503414 0.54413775 0.61406295 0.41132883] [ 0.56949354 0.4486497 0.39584046 0.4275154 0.46538 ] [ 0.64421296 0.53067146 0.45003828 0.32349854 0.31723143] [ 0.82663748 0.40279562 0.58330419 0.20915752 0.43042517] [ 0.71343374 0.54474041 0.29866257 0.3594243 0.35559666] [ 0.71209839 0.33109442 0.56620617 0.36678419 0.45251971] [ 0.54937322 0.48647899 0.5576401 0.53297489 0.5650332 ] [ 0.75304001 0.43638648 0.53070748 0.28843809 0.49021213] [ 0.29125128 0.5762045 0.46365526 0.7483769 0.51296499] [ 0.29700523 0.60468094 0.47315567 0.78693348 0.52267216] [ 0.76406503 0.36203031 0.45788582 0.37965394 0.46708478] [ 0.55879028 0.58172463 0.53174451 0.54172112 0.52678023] [ 0.60514286 0.45470153 0.51132581 0.70197624 0.51998768] [ 0.43669262 0.49218754 0.53841402 0.63380765 0.51878124] [ 0.52411307 0.50673707 0.5274333 0.48298811 0.55851096] [ 0.34917214 0.59831396 0.45767397 0.67225111 0.36836126] [ 0.31829992 0.60592993 0.32958534 0.75000565 0.57203253] [ 0.6468175 0.38377259 0.61050015 0.57360734 0.44053754] [ 0.22440258 0.54650558 0.43675814 0.87889303 0.57746694] [ 0.69950682 0.40903306 0.59528566 0.62575743 0.4205159 ] [ 0.32227526 0.58626109 0.41488959 0.66224304 0.39389197] [ 0.62149732 0.47305001 0.54515776 0.55444773 0.32911465] [ 0.15071636 0.63495883 0.40834799 0.84288287 0.61254748] [ 0.41450105 0.44242788 0.58556304 0.51903658 0.58847012] [ 0.41800113 0.64086643 0.47293262 0.5542538 0.51024756] [ 0.65804897 0.49753537 0.54060306 0.42831086 0.63082889] [ 0.13675439 0.60041896 0.42794227 0.72501741 0.68486043] [ 0.73148559 0.41224101 0.62051944 0.60536233 0.4281911 ] [ 0.57916295 0.61807718 0.40424846 0.51738491 0.4758064 ] Progress: 56.0% ... Training loss: 0.435 ... Validation loss: 0.717[ 0.34612152 0.57555564 0.36836233 0.78297053 0.48058247] [ 0.59667234 0.45570898 0.53267716 0.46218494 0.4456183 ] [ 0.67691116 0.33649793 0.54609643 0.60299142 0.51776736] [ 0.46497113 0.41859141 0.50114845 0.63001983 0.39651711] [ 0.23714069 0.63122446 0.42499245 0.62709763 0.46631287] [ 0.70494103 0.50590635 0.44120738 0.3689731 0.5003502 ] [ 0.61784037 0.63536705 0.35805157 0.56578583 0.34509122] [ 0.63120207 0.44417248 0.49863592 0.41906474 0.59378337] [ 0.37097718 0.59368111 0.36481315 0.74742666 0.62142959] [ 0.60774013 0.45900995 0.57177312 0.33949793 0.51555016] [ 0.54531127 0.40379963 0.6077242 0.62193959 0.5093285 ] [ 0.7749882 0.44252467 0.63130734 0.28983054 0.32459447] [ 0.5939485 0.44211186 0.42031273 0.63187949 0.47496077] [ 0.54430005 0.46095492 0.48849464 0.44590406 0.45953114] [ 0.2801443 0.52069044 0.49282139 0.72278783 0.74818252] [ 0.58870793 0.64354144 0.3616671 0.66737675 0.42526068] [ 0.63106704 0.57246307 0.4790364 0.29196616 0.49954721] [ 0.33057667 0.55443989 0.54985349 0.65163096 0.38732386] [ 0.86690205 0.41121686 0.44214091 0.23724325 0.27250263] [ 0.85331842 0.41625989 0.54097323 0.24755796 0.41309195] [ 0.7737175 0.37620754 0.59183155 0.5423427 0.35201817] [ 0.69296701 0.51430656 0.59346296 0.42874043 0.48706537] [ 0.53775631 0.47164807 0.522839 0.6329836 0.43534783] [ 0.58275003 0.40494292 0.60491081 0.38989545 0.59368113] [ 0.84764986 0.47386813 0.55689127 0.15993476 0.38860885] [ 0.50527226 0.4763114 0.52100469 0.49870946 0.43751944] [ 0.75383416 0.38337687 0.60684587 0.13661926 0.36303346] [ 0.3660268 0.52892088 0.43470487 0.59399233 0.51574306] [ 0.79800408 0.40780631 0.65312391 0.30980808 0.41988198] [ 0.60938286 0.36642344 0.60894272 0.34868868 0.52015924] [ 0.47134814 0.55901084 0.55995018 0.7650673 0.56361528] [ 0.72681134 0.50844292 0.4583023 0.27045358 0.4837487 ] [ 0.48535572 0.46899758 0.53510113 0.72440259 0.55440234] [ 0.43336879 0.56421279 0.41535012 0.7864139 0.57807107] [ 0.63197855 0.56941558 0.34754122 0.59349961 0.55256575] [ 0.86690205 0.41121686 0.44214091 0.23724325 0.27250263] [ 0.42479573 0.59689109 0.46692826 0.64727968 0.52755934] [ 0.74480424 0.61762799 0.52564523 0.42824591 0.43415159] [ 0.4365104 0.58584571 0.34987106 0.77481984 0.35424353] [ 0.36834553 0.72418389 0.41420098 0.75178572 0.50391727] [ 0.48021783 0.49429994 0.44809014 0.77301217 0.49417294] [ 0.44310376 0.50013519 0.51680961 0.52932145 0.50417584] [ 0.53648322 0.59485426 0.31036123 0.45469249 0.51211006] [ 0.7798812 0.45176607 0.56825878 0.5729952 0.39599659] [ 0.53537602 0.61069013 0.4028981 0.57386167 0.35562729] [ 0.72660122 0.34983975 0.480632 0.4452056 0.29811074] [ 0.74440622 0.49050185 0.51159178 0.38516126 0.38643038] [ 0.554085 0.38385232 0.63363746 0.6056282 0.5506463 ] [ 0.29004022 0.63224084 0.42240106 0.80320805 0.43714281] [ 0.40140515 0.62308389 0.45377915 0.59692924 0.48461375] [ 0.53444268 0.58871347 0.60766224 0.59769434 0.36892035] [ 0.84124755 0.47066277 0.44062215 0.29131211 0.40942872] [ 0.77435554 0.39339734 0.55110495 0.17023482 0.40250675] [ 0.68958906 0.30969191 0.6174095 0.70928587 0.40202658] [ 0.74266378 0.53716573 0.49826385 0.23515899 0.48560044] [ 0.38142336 0.56322426 0.45220108 0.63082543 0.64525594] [ 0.5002884 0.67419307 0.4676022 0.50152592 0.41588524] [ 0.67978151 0.36410725 0.50796965 0.65505556 0.49510174] [ 0.77429805 0.64600591 0.48959012 0.34865635 0.4827671 ] [ 0.43703379 0.56048993 0.38428214 0.77170031 0.59923249] [ 0.52451695 0.54832452 0.56008117 0.52137896 0.46050485] [ 0.47235006 0.57383945 0.4260934 0.39060112 0.37232554] [ 0.83718389 0.3653735 0.5848243 0.18015552 0.45522835] [ 0.47819136 0.50807808 0.40967505 0.60578209 0.42756184] [ 0.2514075 0.61442509 0.46418509 0.70992119 0.58943135] [ 0.57460266 0.66241039 0.59992192 0.53486993 0.59458558] [ 0.48666225 0.61288137 0.46747614 0.60607779 0.46976345] [ 0.62889909 0.47789014 0.53149807 0.28817457 0.54665668] [ 0.55243218 0.66089713 0.44766193 0.60034173 0.36135976] [ 0.43703524 0.62450672 0.44415296 0.66050284 0.51841926] [ 0.70929046 0.41500176 0.67472887 0.59331591 0.3546345 ] [ 0.50353381 0.54441622 0.38718479 0.62002758 0.44237632] [ 0.57606482 0.59906793 0.54142152 0.51833336 0.31322398] [ 0.36111856 0.67307784 0.39599131 0.67294371 0.4705475 ] [ 0.21948169 0.55464597 0.37495906 0.75718145 0.54439185] [ 0.38618045 0.47452057 0.40274643 0.64464036 0.43170784] [ 0.56278836 0.51691214 0.51450552 0.64444686 0.38082557] [ 0.64024517 0.46311128 0.58946 0.29635567 0.59218402] [ 0.59665041 0.61888863 0.39327252 0.38127621 0.3395468 ] [ 0.33706363 0.61916478 0.37209888 0.69411404 0.53065034] [ 0.77256634 0.36267114 0.57857281 0.24641037 0.43554871] [ 0.40156297 0.679084 0.48321101 0.51535017 0.5315176 ] [ 0.64536594 0.47995437 0.51512068 0.26169647 0.59674654] [ 0.74572287 0.42044998 0.49607615 0.3849645 0.38995831] [ 0.36340853 0.4643469 0.36544591 0.59339403 0.44011116] [ 0.48361343 0.65936362 0.34113574 0.57243645 0.41976002] [ 0.42108651 0.5006472 0.52346378 0.53313063 0.57557097] [ 0.49696914 0.62771481 0.52963897 0.43754002 0.51123067] [ 0.73006402 0.45622602 0.48470241 0.19115836 0.45780546] [ 0.5263797 0.59899516 0.59318496 0.54532203 0.47367829] [ 0.18701053 0.59425054 0.51369444 0.6196444 0.5886058 ] [ 0.44661668 0.52173826 0.56927607 0.67298738 0.50631821] [ 0.44724126 0.6274005 0.34667719 0.55244736 0.38857689] [ 0.54308174 0.54285411 0.38514494 0.42392475 0.43522765] [ 0.5379712 0.47814548 0.51333452 0.57207631 0.40527228] [ 0.3582453 0.48245042 0.53339951 0.58683845 0.585117 ] [ 0.6240798 0.66122166 0.20465672 0.43396227 0.34220836] [ 0.39140802 0.58906233 0.40296915 0.67025163 0.38171401] [ 0.7829547 0.33420693 0.44367704 0.59931706 0.38381501] [ 0.52215607 0.51220788 0.4150992 0.59170011 0.39189956] [ 0.32817669 0.58925657 0.54644457 0.62895714 0.58131325] [ 0.58733985 0.52730179 0.40586034 0.40974169 0.37109381] [ 0.66128014 0.45078394 0.42993958 0.41952722 0.48731924] [ 0.29912389 0.56525073 0.49907815 0.59993057 0.52457276] [ 0.40568164 0.43641551 0.46290685 0.64111668 0.34384256] [ 0.3828833 0.67410219 0.333324 0.76362975 0.27616278] [ 0.61742237 0.33064797 0.66864421 0.645075 0.48670655] [ 0.22262813 0.63858951 0.52194346 0.84258781 0.56343014] [ 0.45157764 0.55487907 0.48320801 0.32181439 0.45078539] [ 0.57524804 0.60845431 0.28717879 0.4987742 0.32638702] [ 0.2326137 0.65355312 0.43528866 0.83943004 0.4486467 ] [ 0.81967115 0.38654891 0.48286736 0.32604114 0.48464346] [ 0.33759662 0.52155921 0.40915473 0.64299045 0.47996683] [ 0.47154877 0.46972751 0.60952221 0.65527703 0.58880825] [ 0.22350043 0.58302546 0.51621081 0.81582002 0.67505899] [ 0.75342681 0.33638388 0.59165654 0.3650814 0.32756383] [ 0.6597079 0.59099807 0.30325311 0.30344043 0.31904332] [ 0.73471008 0.43127775 0.55520773 0.37778028 0.53818079] [ 0.4239905 0.45300837 0.40263235 0.78748789 0.55338636] [ 0.44988427 0.55301742 0.50294914 0.62733715 0.32721561] [ 0.42574134 0.52624163 0.53351549 0.59924459 0.49953059] [ 0.45454631 0.56075041 0.45273527 0.75266922 0.46595934] [ 0.56415371 0.37468789 0.63746746 0.30972608 0.52607844] [ 0.83444245 0.538923 0.45877878 0.40310329 0.42030188] [ 0.3419286 0.70122328 0.29201833 0.74550619 0.54468445] [ 0.58161504 0.41318659 0.55960893 0.48797106 0.46985206] [ 0.21774661 0.6207486 0.43607155 0.90845195 0.55758498] [ 0.63762421 0.61719597 0.36529423 0.32975383 0.30072601] Progress: 56.0% ... Training loss: 0.435 ... Validation loss: 0.715[ 0.50284549 0.62031817 0.3130399 0.51344071 0.4087449 ] [ 0.43225576 0.50074433 0.50560376 0.64241488 0.58913893] [ 0.40082103 0.43107836 0.55087536 0.47601207 0.57331655] [ 0.7148229 0.30666811 0.66413895 0.50856963 0.3567785 ] [ 0.39996262 0.51649478 0.52794723 0.83735483 0.49293135] [ 0.59714346 0.43348565 0.46561798 0.69819801 0.43646819] [ 0.26468749 0.72298197 0.4206326 0.74682711 0.60414897] [ 0.28025001 0.60850843 0.57884585 0.70015812 0.6183745 ] [ 0.53825636 0.62490472 0.43487335 0.58347609 0.43622837] [ 0.55829941 0.58706745 0.53925694 0.61612502 0.4212538 ] [ 0.65839112 0.42663049 0.59178711 0.20879505 0.53217333] [ 0.69278302 0.49624667 0.51071883 0.3758822 0.40746635] [ 0.60029256 0.39271601 0.41885096 0.69757004 0.45847302] [ 0.66213019 0.66798384 0.4242114 0.45360096 0.47158695] [ 0.38329557 0.64669785 0.34271607 0.81024977 0.46532915] [ 0.46976913 0.51603455 0.52339473 0.53819505 0.46645809] [ 0.67981005 0.43095178 0.6303352 0.43545169 0.46307702] [ 0.35770386 0.51346594 0.48370592 0.67960607 0.56426483] [ 0.7323535 0.51889321 0.49168025 0.24198896 0.43302915] [ 0.71299696 0.39552119 0.44795397 0.45787007 0.30493013] [ 0.68780181 0.544636 0.40795266 0.42320663 0.38686138] [ 0.65045843 0.54890412 0.36990928 0.31047817 0.33748184] [ 0.5915557 0.36800825 0.60470174 0.68316569 0.52696356] [ 0.76917291 0.44157475 0.52391609 0.27737298 0.51118744] [ 0.61504038 0.45048972 0.43209783 0.3863843 0.48076793] [ 0.77179938 0.35947842 0.56650017 0.58427388 0.4052356 ] [ 0.60829777 0.47932029 0.48289692 0.6266807 0.40391438] [ 0.63828424 0.52115651 0.51139475 0.28846478 0.40446972] [ 0.68797925 0.38588798 0.51068727 0.42486993 0.43049442] [ 0.24785757 0.74019349 0.36858709 0.76370047 0.62843098] [ 0.70880563 0.44928342 0.54306122 0.50938574 0.45836694] [ 0.20970627 0.67434001 0.36319479 0.82698226 0.44048216] [ 0.42854073 0.55705 0.30998117 0.81772497 0.40116895] [ 0.81666392 0.42480494 0.59500788 0.20288779 0.36169349] [ 0.3455217 0.54929522 0.56149441 0.79800091 0.42750823] [ 0.81666392 0.42480494 0.59500788 0.20288779 0.36169349] [ 0.787098 0.4459597 0.33787909 0.20991531 0.31467925] [ 0.74616782 0.54364688 0.51772993 0.49278984 0.38363151] [ 0.37400088 0.48800131 0.53666963 0.57385787 0.6478878 ] [ 0.68410424 0.42624368 0.5287967 0.30474739 0.42855219] [ 0.3427704 0.69065985 0.32878779 0.69752843 0.54243722] [ 0.53969759 0.39331395 0.47803105 0.33694739 0.45427684] [ 0.58129782 0.50179197 0.52870891 0.81455939 0.52743963] [ 0.45616061 0.64955478 0.30891054 0.6248744 0.53435429] [ 0.62695359 0.51907818 0.48893968 0.41952375 0.6028608 ] [ 0.6149813 0.64237308 0.3795226 0.71801754 0.37571697] [ 0.68935753 0.47575993 0.49609144 0.35553243 0.37579961] [ 0.60932187 0.47527846 0.48300577 0.64048395 0.34830339] [ 0.38658631 0.67059949 0.46252284 0.62787961 0.42033561] [ 0.49841004 0.45589195 0.49449212 0.71027337 0.49090428] [ 0.69372544 0.48737181 0.48552937 0.36521784 0.48423562] [ 0.68680677 0.43944097 0.51654099 0.41772555 0.46521131] [ 0.71604829 0.42647874 0.57523987 0.38652923 0.42292789] [ 0.62515285 0.48780174 0.4297057 0.25287651 0.34987951] [ 0.69011841 0.47891767 0.46449776 0.52265343 0.42810283] [ 0.58536645 0.5405164 0.51811838 0.44281013 0.43477545] [ 0.40034106 0.65119424 0.45078788 0.48614079 0.6279264 ] [ 0.49539036 0.68632774 0.37680134 0.42685529 0.54604968] [ 0.27168394 0.62861341 0.34499901 0.7971397 0.61188032] [ 0.36844799 0.58816718 0.45717137 0.69292533 0.38882263] [ 0.86067091 0.30735837 0.58610432 0.14085607 0.38929345] [ 0.6379058 0.56823146 0.49047053 0.2595546 0.35766331] [ 0.65995763 0.33969034 0.39431195 0.59673431 0.33569957] [ 0.59714346 0.43348565 0.46561798 0.69819801 0.43646819] [ 0.51488803 0.64832938 0.45989654 0.6069374 0.47606073] [ 0.41696291 0.6419942 0.38104771 0.55172313 0.45979373] [ 0.49556906 0.45327563 0.57196016 0.6261212 0.62808225] [ 0.30643882 0.52925075 0.4751119 0.73220988 0.560776 ] [ 0.78561943 0.41987806 0.50787821 0.18508438 0.27697825] [ 0.48383044 0.65936261 0.34110943 0.57230074 0.41974908] [ 0.54048628 0.50584022 0.4653376 0.66509008 0.29440346] [ 0.83133698 0.38448207 0.57897029 0.27996404 0.39026419] [ 0.4710873 0.63044532 0.52535513 0.62611011 0.67127334] [ 0.55069244 0.53113479 0.59486825 0.56873142 0.55667114] [ 0.70440429 0.42471918 0.50203995 0.27286848 0.46346976] [ 0.35455387 0.69909534 0.40891826 0.77913775 0.47145437] [ 0.72422193 0.4659573 0.62975873 0.30047908 0.48814019] [ 0.5858789 0.54304805 0.53164698 0.33840246 0.61196618] [ 0.30084994 0.71029238 0.46456156 0.6388071 0.46388944] [ 0.4919763 0.6465117 0.34827025 0.58671762 0.45044689] [ 0.56586122 0.49865215 0.47292874 0.41538784 0.40439866] [ 0.65738567 0.48746799 0.39171818 0.36845651 0.27595191] [ 0.64857066 0.51507674 0.48442823 0.38791169 0.42599667] [ 0.41305726 0.69053917 0.31272412 0.64262192 0.51489638] [ 0.39150719 0.59735854 0.54245199 0.62709673 0.54013956] [ 0.47698565 0.53159099 0.38841252 0.57430503 0.50764895] [ 0.44838504 0.44529923 0.46517568 0.53161373 0.42458492] [ 0.7148229 0.30666811 0.66413895 0.50856963 0.3567785 ] [ 0.43311609 0.47721277 0.58440306 0.6083428 0.63570252] [ 0.68694232 0.45487932 0.55034882 0.19373201 0.28021661] [ 0.20899889 0.58800828 0.62709212 0.62118251 0.6297999 ] [ 0.61415978 0.62789204 0.34907627 0.44084044 0.48793075] [ 0.55623289 0.66267039 0.41636099 0.69919505 0.55907385] [ 0.44179865 0.39076439 0.5798057 0.3912399 0.5772479 ] [ 0.64777305 0.42003421 0.45873116 0.50862398 0.35010555] [ 0.77921158 0.4870008 0.38414571 0.36614025 0.33674513] [ 0.59824926 0.37267582 0.62988844 0.28672644 0.59082207] [ 0.75186665 0.42760928 0.40256077 0.36499764 0.40409825] [ 0.30179069 0.46636245 0.48126563 0.87011797 0.63655778] [ 0.62374133 0.4483965 0.60303344 0.57757603 0.40855834] [ 0.82280989 0.40357074 0.62316383 0.20314018 0.36843007] [ 0.32873203 0.60473433 0.50334761 0.80850951 0.5576153 ] [ 0.55474579 0.50359855 0.50050642 0.47778972 0.53395901] [ 0.42753858 0.39125847 0.54699092 0.73544379 0.42312866] [ 0.71098191 0.35784295 0.63622527 0.2759238 0.39318339] [ 0.55818176 0.5788222 0.57202925 0.74832052 0.51431667] [ 0.32224308 0.63521825 0.49380661 0.55308064 0.41795534] [ 0.70386467 0.48640384 0.56851616 0.46096405 0.44352971] [ 0.78775172 0.51603745 0.29620755 0.36479256 0.3057063 ] [ 0.64584289 0.63502278 0.44302553 0.46120379 0.39038289] [ 0.38943911 0.6228852 0.32560088 0.64907897 0.28972872] [ 0.4384825 0.65297644 0.48289448 0.72411907 0.47340975] [ 0.38531438 0.70229526 0.31642831 0.73382024 0.46203472] [ 0.67656226 0.25434973 0.49874184 0.28717674 0.4552001 ] [ 0.40870878 0.65915555 0.40616022 0.7340874 0.48272179] [ 0.27914323 0.64228603 0.36466719 0.46022706 0.51269429] [ 0.47245323 0.49444765 0.48492641 0.80947325 0.65025597] [ 0.39109326 0.56917095 0.37715198 0.35160116 0.43913125] [ 0.44909624 0.52599948 0.47960278 0.54486481 0.45736675] [ 0.72681361 0.56901437 0.46750519 0.39698279 0.39503723] [ 0.46143436 0.63738803 0.34458037 0.68368179 0.37118615] [ 0.57911283 0.61655811 0.51082378 0.45344799 0.42670274] [ 0.33937114 0.64874459 0.47225244 0.73301268 0.56380177] [ 0.34663972 0.67089403 0.40826891 0.6446103 0.47760882] [ 0.36524647 0.51093737 0.30334555 0.70274009 0.42144992] [ 0.78938937 0.47693557 0.60610805 0.30690472 0.41023354] [ 0.66706124 0.49807779 0.41635929 0.48015588 0.40207232] [ 0.42438217 0.50506002 0.60049374 0.76226495 0.56473204] Progress: 56.1% ... Training loss: 0.435 ... Validation loss: 0.716[ 0.37995374 0.49439426 0.39212235 0.55439916 0.59767276] [ 0.68596447 0.35202874 0.61921911 0.5665378 0.3733508 ] [ 0.35847918 0.63082967 0.44948341 0.63545628 0.53708794] [ 0.42602986 0.43334365 0.63757458 0.61803008 0.61254692] [ 0.191046 0.622074 0.45518686 0.84910345 0.50267081] [ 0.5951808 0.40459377 0.45801149 0.63979549 0.34243489] [ 0.72491091 0.55070329 0.47154407 0.50203373 0.48837614] [ 0.53748772 0.47691116 0.50763194 0.73597779 0.56734191] [ 0.62610141 0.53012923 0.59450983 0.5376337 0.4919743 ] [ 0.3028561 0.47328254 0.52785857 0.72265521 0.51695845] [ 0.65424465 0.37382165 0.70808385 0.46452772 0.43862394] [ 0.55822403 0.59499735 0.48164328 0.56592376 0.38001108] [ 0.51622414 0.57291127 0.58090192 0.52088923 0.35418192] [ 0.69496402 0.53330804 0.38505635 0.44982961 0.32612655] [ 0.67657371 0.35333547 0.47590386 0.60256539 0.31626895] [ 0.58049193 0.49160522 0.54977804 0.46357215 0.48513286] [ 0.4173482 0.61652594 0.50199454 0.75401271 0.57845086] [ 0.72242532 0.44161443 0.49052409 0.29193673 0.40117643] [ 0.69656105 0.59129972 0.49640493 0.58655354 0.46053628] [ 0.82271136 0.34374099 0.47206737 0.21273566 0.42569793] [ 0.31737826 0.60024691 0.50348862 0.74194267 0.55336166] [ 0.48695304 0.48773285 0.49177747 0.29177058 0.48460827] [ 0.78619012 0.53145611 0.53905195 0.48578956 0.38422004] [ 0.68189192 0.45881768 0.60581979 0.31960171 0.47672141] [ 0.83572023 0.42967447 0.56797252 0.16785862 0.44396796] [ 0.48339007 0.59669392 0.42556579 0.56312496 0.4067397 ] [ 0.7347859 0.42318567 0.59836353 0.60813509 0.41770513] [ 0.79860581 0.48333767 0.47392111 0.2763421 0.42610808] [ 0.46302597 0.514685 0.36591513 0.58776537 0.45229446] [ 0.48397262 0.50032968 0.55402056 0.37976247 0.61328252] [ 0.34886436 0.62520228 0.57851178 0.63524564 0.55661441] [ 0.72123186 0.25848234 0.61167949 0.52348223 0.43933253] [ 0.48226279 0.61271776 0.40730875 0.40547053 0.48238738] [ 0.28890643 0.54194769 0.46453619 0.76693112 0.48869236] [ 0.75796482 0.3437224 0.42441004 0.3200119 0.44623539] [ 0.54496873 0.58258616 0.38211858 0.80650843 0.43651868] [ 0.45275464 0.50105691 0.39059701 0.62989518 0.59612031] [ 0.43789455 0.46931488 0.52698837 0.71255641 0.50357283] [ 0.64715108 0.39962566 0.68701601 0.25912125 0.63470783] [ 0.59823811 0.63641664 0.42624734 0.52529687 0.40103402] [ 0.28795661 0.62938123 0.37001924 0.78504673 0.53433788] [ 0.69052458 0.34246732 0.60362638 0.36204272 0.46582385] [ 0.68718586 0.43509823 0.37211166 0.29469575 0.349255 ] [ 0.87711936 0.30621541 0.55262661 0.09583109 0.27059403] [ 0.76761161 0.3513932 0.57064984 0.1813112 0.38448923] [ 0.59819525 0.41472073 0.65294053 0.68693599 0.44899469] [ 0.64327548 0.39153323 0.46695735 0.28484967 0.34299812] [ 0.5483094 0.47616205 0.48079057 0.48540418 0.66979479] [ 0.55366807 0.49899954 0.39184815 0.63242886 0.37059036] [ 0.45073387 0.64309608 0.30394653 0.64119026 0.4133912 ] [ 0.68736251 0.54514624 0.46097765 0.49691055 0.57288669] [ 0.68550658 0.61922627 0.39888153 0.42053324 0.39269399] [ 0.69674813 0.32760167 0.50756363 0.33245886 0.40276445] [ 0.36868906 0.58095868 0.42976051 0.49546207 0.50796397] [ 0.77741362 0.36422817 0.63052251 0.44062596 0.33462344] [ 0.31937131 0.48624752 0.53859176 0.61222783 0.66092665] [ 0.47426704 0.50540246 0.50031134 0.63582939 0.45935905] [ 0.83416713 0.55789331 0.63332892 0.37825197 0.35935888] [ 0.74868359 0.43654988 0.47329593 0.28883345 0.38482365] [ 0.40763163 0.5531571 0.47433698 0.57542954 0.34788511] [ 0.58019948 0.56938251 0.57406169 0.5086534 0.4227785 ] [ 0.74005209 0.36658264 0.6680319 0.54741866 0.3486263 ] [ 0.56751536 0.52201352 0.42105121 0.34979535 0.3183583 ] [ 0.67340682 0.48412659 0.50695834 0.47925391 0.36391506] [ 0.59179403 0.59075038 0.55055826 0.67587516 0.53738753] [ 0.51118914 0.4694318 0.44179229 0.80504464 0.46730842] [ 0.23951096 0.73056936 0.39321085 0.7357031 0.55751903] [ 0.42749509 0.56203957 0.36176025 0.80252504 0.4133501 ] [ 0.79286322 0.32531313 0.57403621 0.30667986 0.46615205] [ 0.44799193 0.47035702 0.50052473 0.5931773 0.50129885] [ 0.34272405 0.61720348 0.44470137 0.82059319 0.60913661] [ 0.74874962 0.35058068 0.5487101 0.61146737 0.40796518] [ 0.51095529 0.69822951 0.30444659 0.69601935 0.54673477] [ 0.54983105 0.55164785 0.24117871 0.5470529 0.43078708] [ 0.46988738 0.49136379 0.45248719 0.56634233 0.44187706] [ 0.60682128 0.57773048 0.43747321 0.66128983 0.46108815] [ 0.50477636 0.44466734 0.44270495 0.43852436 0.51196021] [ 0.53364623 0.52737116 0.49868998 0.38840739 0.49009465] [ 0.52355578 0.4914832 0.50499585 0.33239202 0.55956019] [ 0.39853819 0.55007011 0.34801567 0.54218252 0.57565824] [ 0.80584927 0.40079297 0.68158643 0.28498692 0.42456284] [ 0.82655739 0.43445364 0.57023201 0.21936799 0.44938991] [ 0.68905988 0.48745767 0.48841935 0.32928619 0.39843027] [ 0.42323235 0.64871706 0.54837145 0.53835194 0.41724545] [ 0.35981356 0.600147 0.35434205 0.74847707 0.56121267] [ 0.70535121 0.61680739 0.45439184 0.44101835 0.49637045] [ 0.7908911 0.46074864 0.438254 0.31005268 0.33956967] [ 0.7348979 0.52843013 0.49998294 0.39757703 0.47970585] [ 0.67099183 0.59818144 0.3563556 0.4973591 0.3823358 ] [ 0.57743406 0.48832335 0.31354179 0.52043069 0.35423614] [ 0.38633026 0.52576996 0.5823513 0.71182612 0.51695875] [ 0.51738549 0.43649265 0.45978418 0.56807235 0.35738346] [ 0.60338184 0.57222118 0.44107062 0.37461603 0.56758626] [ 0.83054189 0.34375005 0.5212048 0.34417546 0.44417757] [ 0.31405555 0.59587917 0.31836016 0.77954654 0.48172519] [ 0.51072268 0.47387222 0.57137213 0.54458767 0.37843365] [ 0.69784162 0.43473229 0.56872205 0.3440832 0.48130835] [ 0.3999995 0.51875639 0.49378381 0.67921489 0.38276809] [ 0.22986801 0.67085595 0.28656941 0.84156703 0.61638831] [ 0.74232086 0.50587993 0.31144118 0.45926484 0.39819433] [ 0.59661521 0.44528253 0.64166235 0.45664033 0.42642133] [ 0.66236906 0.51735645 0.51690376 0.40675425 0.42422626] [ 0.35880688 0.51816026 0.50371686 0.66402557 0.63113435] [ 0.51287173 0.48124643 0.3271947 0.74132683 0.52594079] [ 0.58348913 0.48959601 0.52757131 0.48746482 0.41020039] [ 0.24638301 0.55477846 0.3789901 0.85713459 0.49789893] [ 0.75918872 0.58067688 0.52937237 0.38987077 0.42598716] [ 0.42146248 0.56034489 0.36978604 0.50782587 0.55827902] [ 0.60424069 0.38101383 0.46172939 0.32394015 0.36748531] [ 0.75051404 0.52570203 0.3226672 0.437109 0.32296623] [ 0.83179887 0.27079502 0.62236814 0.16599324 0.45546011] [ 0.34749816 0.57313553 0.37074841 0.5662132 0.62834727] [ 0.69550665 0.43792404 0.53544074 0.38850736 0.37327093] [ 0.23754213 0.6479952 0.41329041 0.63648352 0.57086576] [ 0.6807828 0.48789484 0.57772983 0.32325593 0.42983408] [ 0.6658078 0.42252792 0.48914847 0.44144993 0.30002691] [ 0.56028471 0.54048625 0.37024129 0.54227654 0.3904922 ] [ 0.73368745 0.32877487 0.64516569 0.49244679 0.4428113 ] [ 0.75299866 0.5246963 0.3764135 0.32782894 0.30878782] [ 0.76896835 0.4679496 0.67023567 0.24946596 0.43593176] [ 0.75410228 0.40174086 0.59058244 0.27267803 0.27897719] [ 0.39725615 0.66251001 0.46751595 0.6568686 0.49054473] [ 0.18037231 0.61885818 0.35914115 0.88197415 0.57188354] [ 0.63967305 0.43262366 0.46014727 0.46340809 0.36166769] [ 0.6352278 0.47858891 0.38075207 0.45407441 0.33684767] [ 0.7247282 0.46591568 0.53828241 0.24777287 0.47404988] [ 0.28576347 0.64372526 0.3986059 0.49117422 0.46953867] [ 0.65431793 0.40011618 0.5064163 0.55444466 0.482558 ] Progress: 56.1% ... Training loss: 0.435 ... Validation loss: 0.716[ 0.47449999 0.51995875 0.47691128 0.62014085 0.40318495] [ 0.36384714 0.63257867 0.41058477 0.54249688 0.45564643] [ 0.71841259 0.52832996 0.46310195 0.34922826 0.52689826] [ 0.37691622 0.6276681 0.41468114 0.56178267 0.40128618] [ 0.64846051 0.42993626 0.52212083 0.23036536 0.50501166] [ 0.48783112 0.5900544 0.57313972 0.53320663 0.48086582] [ 0.21834925 0.5774708 0.49188088 0.6633314 0.61330534] [ 0.66233588 0.66792592 0.42423517 0.45333929 0.47157511] [ 0.42989348 0.5320648 0.49204793 0.61776048 0.2984747 ] [ 0.76014206 0.36381526 0.601143 0.26226057 0.40270521] [ 0.53650062 0.46680684 0.55660823 0.41297554 0.46395033] [ 0.68253431 0.52395792 0.5056045 0.29068484 0.40264889] [ 0.4672211 0.57381648 0.50037295 0.45625976 0.63728206] [ 0.54980499 0.59231642 0.50225348 0.62456367 0.33461445] [ 0.5728499 0.51691496 0.49802169 0.42825682 0.36611453] [ 0.14865204 0.62851585 0.42405655 0.83599614 0.58502369] [ 0.69078827 0.4971137 0.48910689 0.29326276 0.37605691] [ 0.56973482 0.65162073 0.35499017 0.46331555 0.35995615] [ 0.42704269 0.60599414 0.47051595 0.33546744 0.39604797] [ 0.69687645 0.42597282 0.57788923 0.35143569 0.41102259] [ 0.74420838 0.51805508 0.56551143 0.21975921 0.50681996] [ 0.30352497 0.54153108 0.37836235 0.83631782 0.52833287] [ 0.37069722 0.51319154 0.34084108 0.83018785 0.43590182] [ 0.52165334 0.41650864 0.45943632 0.54432868 0.37989101] [ 0.79549438 0.54037115 0.34116568 0.35219183 0.37756011] [ 0.60211871 0.60191382 0.48088423 0.47471468 0.36784325] [ 0.30123467 0.57952512 0.44959058 0.78792626 0.48614871] [ 0.53333087 0.54308201 0.38318143 0.60304929 0.52358607] [ 0.47219126 0.51307146 0.44064874 0.49384515 0.38460943] [ 0.76850263 0.45652704 0.53834508 0.20559153 0.33379511] [ 0.24628704 0.64724322 0.34859385 0.57924033 0.5207561 ] [ 0.83893256 0.35557381 0.52913715 0.29234767 0.45246671] [ 0.7818064 0.42651282 0.61453823 0.56988237 0.38522038] [ 0.3814591 0.61562011 0.37525089 0.67353793 0.39277692] [ 0.67804455 0.52998051 0.45983254 0.45300811 0.43947849] [ 0.72964921 0.47032532 0.43656543 0.44830596 0.36185526] [ 0.65142105 0.40599738 0.51405719 0.50830123 0.41951051] [ 0.45881533 0.41278384 0.61444248 0.555535 0.5110617 ] [ 0.40465095 0.63494811 0.35251713 0.7293004 0.34600199] [ 0.42461446 0.48741545 0.55591578 0.77214841 0.51626945] [ 0.44006863 0.53605135 0.52481097 0.79936039 0.57726176] [ 0.27052089 0.67358301 0.3167902 0.81874935 0.60678517] [ 0.51472529 0.49514087 0.47453169 0.52431015 0.57639716] [ 0.77732257 0.60720971 0.41395789 0.57282542 0.43101013] [ 0.50962683 0.63361841 0.48473411 0.72069981 0.57299444] [ 0.29777302 0.6055483 0.41025322 0.82151086 0.44116864] [ 0.32296061 0.73638286 0.40405223 0.79950457 0.40259924] [ 0.71377717 0.36457659 0.65322546 0.22655601 0.45338787] [ 0.6601412 0.41944222 0.45678238 0.57214959 0.31799822] [ 0.70567066 0.46935198 0.53770654 0.7520563 0.40193738] [ 0.61002187 0.41310661 0.54291684 0.37342066 0.41758965] [ 0.47589404 0.53429843 0.57294839 0.51151013 0.47461849] [ 0.44551248 0.70814475 0.30091158 0.73847794 0.4258869 ] [ 0.51022904 0.53592386 0.31645474 0.90571872 0.46632455] [ 0.5164676 0.41279276 0.40880715 0.53523344 0.57994343] [ 0.4977032 0.40404631 0.47544944 0.56109336 0.49695423] [ 0.65439841 0.41049874 0.55786536 0.48711966 0.38049739] [ 0.64361842 0.51502089 0.35995615 0.5267014 0.44902939] [ 0.37043295 0.56055534 0.44541309 0.7531049 0.40738823] [ 0.39907859 0.60816885 0.48025859 0.46389715 0.56038591] [ 0.56974573 0.60827309 0.54812507 0.4792619 0.41917302] [ 0.81775871 0.39738004 0.49796493 0.25142067 0.45356882] [ 0.59635224 0.40088909 0.5060152 0.50709185 0.53343895] [ 0.19952626 0.74402448 0.41274741 0.73913022 0.44822293] [ 0.64902277 0.67081833 0.43554313 0.53541244 0.36479013] [ 0.6451308 0.53306177 0.42314891 0.45653398 0.53713038] [ 0.75070939 0.39381995 0.66614239 0.41859716 0.42783671] [ 0.73818328 0.43576121 0.58214422 0.60169623 0.42454961] [ 0.54463502 0.44576025 0.54666291 0.63910381 0.40321031] [ 0.47387951 0.51435394 0.43899901 0.65515321 0.59829536] [ 0.41646285 0.53503686 0.45347366 0.44681867 0.4982108 ] [ 0.78015997 0.52348775 0.3245346 0.33213114 0.3389815 ] [ 0.38931697 0.51935052 0.56879252 0.78515791 0.63683217] [ 0.72131326 0.43322662 0.64272515 0.65972991 0.39958428] [ 0.16709144 0.74625263 0.41792842 0.76923782 0.467529 ] [ 0.54008942 0.50041136 0.54714925 0.68286771 0.46271133] [ 0.75290919 0.33655959 0.59158161 0.36525345 0.32760502] [ 0.51167645 0.52020015 0.52179196 0.51573254 0.35557607] [ 0.4701243 0.46358318 0.57184934 0.40978341 0.53324888] [ 0.63866376 0.56981746 0.5067327 0.52660239 0.48421736] [ 0.86957946 0.37326647 0.41881611 0.25244237 0.38707263] [ 0.66616596 0.59945867 0.38929566 0.51874382 0.45288826] [ 0.42687923 0.53502874 0.3935978 0.56502146 0.3835636 ] [ 0.70196853 0.4012873 0.59012338 0.538596 0.46036812] [ 0.58764285 0.48622318 0.36695271 0.48171638 0.47413172] [ 0.54099224 0.60515021 0.33802227 0.60061284 0.47209767] [ 0.64088194 0.51001843 0.45282435 0.6824977 0.370114 ] [ 0.76883719 0.42785193 0.5412947 0.28080434 0.47161586] [ 0.3309432 0.50322677 0.60908158 0.80783293 0.65806104] [ 0.38801196 0.6509867 0.40696972 0.57650066 0.41223934] [ 0.3436284 0.63051929 0.34431363 0.71255059 0.4297979 ] [ 0.4419103 0.41602854 0.5565572 0.35940241 0.52410308] [ 0.49210593 0.59701346 0.59291843 0.48106325 0.48900419] [ 0.45963419 0.60639053 0.49315418 0.73798308 0.43891291] [ 0.59964833 0.54901685 0.41562894 0.29069841 0.28648041] [ 0.28115743 0.68498367 0.42917959 0.7015825 0.51032052] [ 0.54033585 0.70899256 0.45719224 0.57073557 0.41313203] [ 0.73699186 0.62602198 0.34042053 0.44990913 0.34518009] [ 0.29151102 0.7461872 0.34678207 0.76286998 0.45183732] [ 0.48551378 0.6540956 0.3885241 0.58440373 0.54369047] [ 0.70900038 0.43627567 0.60931873 0.50871028 0.40862809] [ 0.76226308 0.51270419 0.57228239 0.36614835 0.43859256] [ 0.30308967 0.70933665 0.46504779 0.63735521 0.46346834] [ 0.80857456 0.33141964 0.43747545 0.19160991 0.32081531] [ 0.69529936 0.53645878 0.54513403 0.64494331 0.4326042 ] [ 0.63775232 0.43161623 0.59261079 0.61535042 0.50811816] [ 0.5723164 0.53424674 0.39542711 0.3987038 0.42696645] [ 0.59415689 0.43734512 0.54073555 0.6166335 0.33933718] [ 0.63122175 0.48639684 0.44966153 0.69985685 0.40288411] [ 0.29174106 0.46365071 0.54925656 0.6408267 0.65425765] [ 0.36686852 0.51021165 0.30360346 0.70171814 0.4212135 ] [ 0.68177651 0.51058751 0.35694008 0.45963437 0.47283259] [ 0.76799672 0.52915256 0.41217207 0.53654534 0.52578821] [ 0.55810194 0.38143473 0.51757463 0.60015176 0.36230909] [ 0.54433262 0.50577135 0.43754134 0.50834728 0.49905937] [ 0.42897728 0.6149886 0.31964558 0.64934388 0.42431339] [ 0.39018469 0.5912694 0.47017142 0.61646532 0.56173377] [ 0.35261475 0.49970189 0.5152966 0.54157911 0.66275437] [ 0.56576603 0.5329113 0.51780973 0.39172634 0.48635454] [ 0.18239092 0.62905009 0.55112056 0.83476202 0.63627479] [ 0.65853178 0.62470411 0.34274303 0.58434929 0.32380478] [ 0.37465789 0.56965251 0.43079236 0.72776884 0.32419596] [ 0.68968218 0.63360613 0.48409106 0.50867334 0.50361243] [ 0.57296163 0.56596678 0.44764518 0.50944986 0.43243086] [ 0.57916216 0.39325984 0.50862308 0.33862072 0.49838724] [ 0.33149267 0.47754116 0.50001776 0.444939 0.61143449] [ 0.57073557 0.48319747 0.53249684 0.41610716 0.57411676] [ 0.26031821 0.5852065 0.39681079 0.83928044 0.49616922] Progress: 56.2% ... Training loss: 0.434 ... Validation loss: 0.715[ 0.55549691 0.51410294 0.43725848 0.623575 0.45010102] [ 0.55701167 0.48498471 0.48845453 0.57520255 0.42412002] [ 0.45020903 0.5820573 0.49260747 0.73766612 0.62665113] [ 0.42489925 0.61104567 0.42814056 0.67230248 0.38124593] [ 0.74111151 0.41543243 0.63068345 0.58765618 0.41801425] [ 0.56305773 0.57674542 0.54538961 0.51088879 0.40146152] [ 0.52853058 0.44209932 0.57425888 0.32991525 0.57238148] [ 0.40498786 0.43689629 0.46271319 0.6413522 0.34399675] [ 0.45046407 0.69106861 0.26360575 0.73110989 0.50153351] [ 0.78461882 0.41492521 0.43879811 0.22225005 0.39294908] [ 0.57861853 0.5722767 0.45736702 0.40346911 0.64778431] [ 0.30917548 0.55352894 0.45324956 0.69303925 0.49428301] [ 0.23904472 0.48054851 0.3853846 0.75040391 0.66553082] [ 0.55685629 0.3319004 0.33184635 0.3480245 0.41711643] [ 0.34378662 0.5804486 0.45650519 0.72465355 0.43965078] [ 0.22711271 0.49508516 0.3814964 0.86829263 0.54522361] [ 0.49784176 0.4099798 0.40867962 0.75221141 0.45044225] [ 0.41002813 0.578023 0.49616629 0.6983523 0.55815343] [ 0.79675853 0.350713 0.53906841 0.48571027 0.32704067] [ 0.66398187 0.39729211 0.59551563 0.36386676 0.46634924] [ 0.78846563 0.50080712 0.44531627 0.25916939 0.31014075] [ 0.70916446 0.55364406 0.41802516 0.32900941 0.44826051] [ 0.36589533 0.60853668 0.33684917 0.48896464 0.47369673] [ 0.62480366 0.48397597 0.53656577 0.48705533 0.34122756] [ 0.64425137 0.54366833 0.44758312 0.38443076 0.49782963] [ 0.61774806 0.56634371 0.55721601 0.49457361 0.37496769] [ 0.54855128 0.57811712 0.5030399 0.60210037 0.37702727] [ 0.22790679 0.56181852 0.58466181 0.78152267 0.62817906] [ 0.39525412 0.69010384 0.36729034 0.6948171 0.39339667] [ 0.40787847 0.66850234 0.49962573 0.49815807 0.38186653] [ 0.44040166 0.59480174 0.42350951 0.67512759 0.4817167 ] [ 0.26878314 0.48961377 0.43821781 0.79364598 0.50602191] [ 0.81035663 0.35529272 0.58556569 0.33559618 0.38811867] [ 0.23735252 0.57276719 0.36299178 0.86319772 0.51093322] [ 0.81577706 0.40213204 0.67312046 0.25095744 0.37540914] [ 0.58614149 0.47379393 0.56060401 0.46061137 0.47807732] [ 0.79914195 0.41258122 0.58596541 0.2738844 0.46536472] [ 0.44239106 0.48927807 0.42259235 0.62853052 0.51237405] [ 0.59355829 0.6189705 0.495385 0.6181004 0.35046576] [ 0.69965862 0.40353273 0.60614238 0.54665966 0.37473156] [ 0.65696463 0.59639861 0.51696955 0.53116002 0.53595691] [ 0.41900343 0.55201127 0.51530137 0.67184872 0.53040081] [ 0.70946534 0.57503581 0.5045243 0.406343 0.37176141] [ 0.20369164 0.57385821 0.55384975 0.78342708 0.65588772] [ 0.75564398 0.25774771 0.57772993 0.27158912 0.41780272] [ 0.51290594 0.60367723 0.50396006 0.39545199 0.33584781] [ 0.75785829 0.53583161 0.43255444 0.46083108 0.32566184] [ 0.68672122 0.39429015 0.55252032 0.54295561 0.3299107 ] [ 0.49453898 0.4869999 0.45779889 0.68031381 0.43046723] [ 0.81481276 0.46214063 0.62267599 0.29324533 0.37613097] [ 0.33175478 0.53238216 0.48791166 0.72496489 0.44652969] [ 0.42674988 0.56618442 0.42894535 0.45078174 0.57223625] [ 0.52478842 0.44032369 0.52268371 0.74879826 0.52946301] [ 0.621962 0.60480391 0.35741542 0.39714214 0.32314495] [ 0.43672835 0.58148651 0.4672658 0.6333879 0.43646446] [ 0.82468111 0.31881923 0.66377299 0.21253896 0.32215603] [ 0.31578099 0.46235861 0.44635278 0.74949656 0.5528255 ] [ 0.56130371 0.58972687 0.52099291 0.58081865 0.32985624] [ 0.62030331 0.52624998 0.39863823 0.41006733 0.35551504] [ 0.39998732 0.47757759 0.5586449 0.79649695 0.61051829] [ 0.51994183 0.3927852 0.64979955 0.30607141 0.55761492] [ 0.71505566 0.39245353 0.56707466 0.61385022 0.43788431] [ 0.58096976 0.46877391 0.59153443 0.33124182 0.49627986] [ 0.5517527 0.56493272 0.33028588 0.53576797 0.49460376] [ 0.38328649 0.63806709 0.45658365 0.64661139 0.52603985] [ 0.4581979 0.62677907 0.67132504 0.43324043 0.5392638 ] [ 0.44930407 0.52263537 0.5275551 0.77489933 0.44715021] [ 0.77326337 0.54442184 0.31346265 0.4634808 0.31531386] [ 0.60016585 0.66561837 0.50313091 0.45842423 0.53659921] [ 0.70185512 0.40300168 0.56273131 0.30625334 0.50717955] [ 0.87275073 0.32034695 0.47420763 0.20319994 0.39558465] [ 0.61150221 0.42362358 0.44824843 0.54438901 0.3906385 ] [ 0.52880874 0.58821905 0.41307259 0.71236247 0.38297621] [ 0.31444429 0.44458331 0.49958903 0.75848345 0.71925733] [ 0.54527387 0.45546874 0.60477596 0.32422113 0.4442197 ] [ 0.59673638 0.4545462 0.45368388 0.61134671 0.58864374] [ 0.4564716 0.47579295 0.51732499 0.5404286 0.45843305] [ 0.2472881 0.68737196 0.30710333 0.70942951 0.54488494] [ 0.42274174 0.70545852 0.39687912 0.71767338 0.49233916] [ 0.7571162 0.40645594 0.534426 0.61067577 0.37242667] [ 0.23213942 0.55159952 0.41294627 0.79434144 0.53612352] [ 0.35747098 0.48276029 0.44386107 0.51952145 0.58493344] [ 0.65419868 0.52229407 0.40423032 0.34023554 0.4858207 ] [ 0.32170977 0.70227385 0.37003903 0.71296456 0.45885291] [ 0.66273673 0.40417026 0.5431426 0.61795105 0.32720043] [ 0.5237038 0.60201285 0.34011993 0.53478826 0.41181452] [ 0.58107297 0.46703092 0.53569712 0.42882364 0.36244882] [ 0.5992506 0.4045019 0.64713398 0.54772727 0.44991967] [ 0.69709837 0.61172518 0.37454422 0.50321704 0.46748557] [ 0.40259221 0.47440314 0.45594983 0.66674189 0.41037137] [ 0.36257428 0.61129702 0.37157533 0.70000078 0.53164705] [ 0.39861946 0.46695092 0.48507628 0.50767286 0.54328348] [ 0.33973236 0.55592422 0.57558211 0.83150091 0.59553645] [ 0.38687571 0.67047519 0.46254713 0.62753474 0.42032356] [ 0.38671736 0.6658684 0.43781658 0.6791207 0.40917488] [ 0.54450951 0.50413916 0.4355822 0.61894632 0.52684207] [ 0.46887855 0.67997745 0.374499 0.75272568 0.43206892] [ 0.4581979 0.62677907 0.67132504 0.43324043 0.5392638 ] [ 0.32944289 0.4865227 0.53685267 0.7402225 0.63177291] [ 0.29293538 0.54422706 0.40898728 0.68941919 0.52229931] [ 0.44975106 0.52265855 0.51523263 0.36298074 0.5176115 ] [ 0.42235178 0.60114846 0.41048371 0.5304493 0.35447441] [ 0.59520171 0.48980715 0.38427583 0.5622226 0.33120162] [ 0.54542731 0.51942173 0.49567943 0.58093195 0.32432174] [ 0.66743891 0.46559772 0.33378122 0.4289537 0.41014482] [ 0.38232496 0.56299279 0.45222739 0.63024713 0.64524318] [ 0.79276084 0.38981369 0.43454983 0.20256671 0.29421699] [ 0.73291576 0.55676278 0.41768078 0.31620252 0.40149484] [ 0.81836893 0.29577185 0.62057527 0.19857941 0.41989813] [ 0.5346755 0.46879218 0.41801519 0.43614298 0.39734338] [ 0.55482877 0.50466953 0.55062959 0.58914522 0.55434573] [ 0.80413073 0.42575226 0.5289873 0.40919124 0.36540951] [ 0.59834706 0.38841054 0.49794836 0.29291354 0.4500113 ] [ 0.52308835 0.5581249 0.5134811 0.4337594 0.48563061] [ 0.76800493 0.35951246 0.41443798 0.40896675 0.5240507 ] [ 0.6845071 0.40463106 0.49526812 0.13971776 0.33617141] [ 0.83613007 0.38926734 0.61994752 0.19890534 0.46925444] [ 0.76037539 0.55240499 0.56405915 0.42896701 0.46886625] [ 0.44318988 0.60408075 0.29491394 0.68087751 0.57302317] [ 0.74474521 0.43673135 0.59190455 0.59247443 0.34668385] [ 0.48745689 0.46444726 0.5893211 0.39431584 0.43810874] [ 0.63921187 0.54204987 0.52933459 0.4035767 0.60452017] [ 0.58346204 0.60402312 0.42406111 0.50898882 0.39558787] [ 0.3969358 0.48673922 0.58822292 0.64242432 0.4815784 ] [ 0.60016585 0.66561837 0.50313091 0.45842423 0.53659921] [ 0.72492732 0.3530542 0.59439255 0.33184414 0.421277 ] [ 0.59820511 0.41243606 0.60036331 0.44192463 0.47586848] [ 0.3762099 0.57510138 0.43576132 0.77232632 0.53054353] Progress: 56.2% ... Training loss: 0.434 ... Validation loss: 0.714[ 0.72271033 0.6161826 0.31364411 0.57683216 0.42741159] [ 0.62492095 0.42707735 0.5337014 0.39913944 0.40848648] [ 0.32302508 0.62686881 0.425438 0.53723478 0.50033652] [ 0.48894556 0.606584 0.3761422 0.447479 0.41516552] [ 0.5332203 0.45832859 0.55126241 0.67142204 0.35178906] [ 0.46154554 0.65472303 0.44784361 0.60717722 0.42343622] [ 0.51776318 0.61827481 0.47627974 0.60014391 0.63327621] [ 0.2708668 0.67345246 0.31679687 0.81859007 0.60679335] [ 0.74950956 0.38181305 0.43542847 0.60368696 0.39608943] [ 0.71589277 0.37540222 0.54488523 0.54322089 0.39592838] [ 0.72842155 0.45988859 0.34473832 0.39417183 0.4090552 ] [ 0.5028055 0.62051083 0.31295778 0.51317072 0.4088461 ] [ 0.19814724 0.68593019 0.3904254 0.80954945 0.64983507] [ 0.28927834 0.63003567 0.37750332 0.71049544 0.41576649] [ 0.4262728 0.68974553 0.35082394 0.52887202 0.39522677] [ 0.52304557 0.40837722 0.56802895 0.29853112 0.54902106] [ 0.59188444 0.56775014 0.30038518 0.5196167 0.40977303] [ 0.55961775 0.45969642 0.60178635 0.62470435 0.40259751] [ 0.75308072 0.28004864 0.55771305 0.3115443 0.41696998] [ 0.77608454 0.25547851 0.60547858 0.26554671 0.49295817] [ 0.2389967 0.65387812 0.36012231 0.76374141 0.46636306] [ 0.4622749 0.6060417 0.41343518 0.49583284 0.39175577] [ 0.27568174 0.55113093 0.41384435 0.81546584 0.51312795] [ 0.76944975 0.39654302 0.4255189 0.25008517 0.34407103] [ 0.33022922 0.62311738 0.38945951 0.52081857 0.50351225] [ 0.33859155 0.69818841 0.35717589 0.76284273 0.5760134 ] [ 0.66757662 0.35565674 0.52318634 0.63908439 0.46250038] [ 0.56872635 0.55189859 0.44009115 0.574985 0.35770552] [ 0.38393574 0.53523812 0.60824962 0.73992876 0.56118102] [ 0.57279513 0.59147298 0.45779167 0.45604532 0.41045337] [ 0.57831616 0.32922216 0.44997308 0.63583934 0.4052463 ] [ 0.71159723 0.57918133 0.43434683 0.33612525 0.3442443 ] [ 0.7035968 0.37047521 0.55382651 0.58312126 0.41422755] [ 0.71169173 0.49773714 0.52732957 0.29825737 0.48470509] [ 0.6801339 0.47087548 0.34733241 0.39168492 0.41247319] [ 0.3804571 0.51270849 0.51438937 0.65943394 0.42770926] [ 0.70391901 0.36363883 0.44249725 0.32784659 0.36893011] [ 0.79389296 0.32973556 0.59288821 0.2109382 0.40866912] [ 0.56874593 0.56050985 0.42583152 0.57809501 0.50710506] [ 0.5797371 0.5637276 0.46478228 0.71840106 0.3624257 ] [ 0.75212432 0.3883064 0.56405134 0.27711847 0.41819525] [ 0.60658013 0.42539119 0.46635398 0.27391476 0.49913162] [ 0.26277298 0.59498765 0.52138823 0.68227479 0.50950584] [ 0.47351335 0.44110364 0.59809682 0.56293333 0.39488684] [ 0.5833326 0.54210589 0.32943737 0.41366009 0.42390437] [ 0.43799537 0.5452736 0.42522893 0.39925991 0.50938471] [ 0.75726933 0.50972326 0.46194543 0.47584524 0.41730592] [ 0.81160738 0.35263656 0.51135301 0.15901892 0.3949417 ] [ 0.6348967 0.61853912 0.52041331 0.49690129 0.41682373] [ 0.58986115 0.41920037 0.49839292 0.3674611 0.60724277] [ 0.45851942 0.55899874 0.40768763 0.33370464 0.39242202] [ 0.51229857 0.51012131 0.55761981 0.3240551 0.63291773] [ 0.60774279 0.45929341 0.57165729 0.33968131 0.51564493] [ 0.57471576 0.51843951 0.53622296 0.76720314 0.54460544] [ 0.31782693 0.46073807 0.39781388 0.79414301 0.4355852 ] [ 0.44083501 0.59284285 0.45449377 0.4785496 0.45359457] [ 0.3218747 0.68874549 0.31699713 0.8082643 0.45000161] [ 0.80006761 0.37156485 0.55350144 0.26362088 0.40911004] [ 0.62038284 0.5373705 0.55146298 0.48266979 0.43693089] [ 0.61094416 0.65597311 0.45718378 0.56720395 0.3642548 ] [ 0.22610822 0.60571499 0.37914137 0.76527887 0.6525269 ] [ 0.40900971 0.39520456 0.45228492 0.53365775 0.59276056] [ 0.44448002 0.55845355 0.49562812 0.46267619 0.37529472] [ 0.53947175 0.53942433 0.42756689 0.81527452 0.53052726] [ 0.52822453 0.55419221 0.53285884 0.39769205 0.37358626] [ 0.45657558 0.54519436 0.52053984 0.86377802 0.51865579] [ 0.62896961 0.3949862 0.44407347 0.41874555 0.61508321] [ 0.57462913 0.52955667 0.41410925 0.42585468 0.51609728] [ 0.43677008 0.61337585 0.40309506 0.53070623 0.35573505] [ 0.54442321 0.6205384 0.58865935 0.37041195 0.56878783] [ 0.59715798 0.64035227 0.31171342 0.6463149 0.35266371] [ 0.71903948 0.42605037 0.50864356 0.45038036 0.45635363] [ 0.57090458 0.48315844 0.53251494 0.41598066 0.57408985] [ 0.59314445 0.41304788 0.51202358 0.55823923 0.44042794] [ 0.53452625 0.46888677 0.41797328 0.43620439 0.39739157] [ 0.5610592 0.54023847 0.37031146 0.54155789 0.3904477 ] [ 0.81385613 0.41102309 0.57084483 0.21751361 0.42732598] [ 0.68443895 0.49945744 0.50933081 0.35424359 0.48657069] [ 0.32711989 0.67400256 0.42981843 0.73285469 0.48644782] [ 0.60876637 0.60306948 0.49385685 0.40760747 0.43200458] [ 0.33340492 0.64887749 0.47574783 0.81735143 0.61828995] [ 0.39987463 0.54962154 0.34815389 0.54146597 0.57553625] [ 0.58289842 0.47245254 0.5609225 0.50926047 0.49016832] [ 0.64646161 0.42442182 0.40169469 0.74251973 0.33899964] [ 0.56048644 0.58516013 0.45147498 0.39988961 0.38360126] [ 0.351564 0.60845568 0.35652217 0.61416308 0.38235277] [ 0.31976592 0.47004362 0.51034575 0.51776854 0.64792422] [ 0.47081892 0.58388196 0.56342586 0.63619385 0.55109593] [ 0.68210699 0.45870772 0.605854 0.31955182 0.47667336] [ 0.7701714 0.44112957 0.52409661 0.2768181 0.51101225] [ 0.60857709 0.44992591 0.6817903 0.67528861 0.47658166] [ 0.4780367 0.5222814 0.39455469 0.61368813 0.46711072] [ 0.47351335 0.44110364 0.59809682 0.56293333 0.39488684] [ 0.67705039 0.45880213 0.57264925 0.41293839 0.47756788] [ 0.49900979 0.59038467 0.39141727 0.47866533 0.43324112] [ 0.66181821 0.55850625 0.6504188 0.53243747 0.47649821] [ 0.47606856 0.66068401 0.40938308 0.7563085 0.52756951] [ 0.32606723 0.53539515 0.48331254 0.65409567 0.46878626] [ 0.54213878 0.57707954 0.53878795 0.75498424 0.55849616] [ 0.62633652 0.58215179 0.48980774 0.42773539 0.51734288] [ 0.50909917 0.55311102 0.53165224 0.67374444 0.45385347] [ 0.40313237 0.67875666 0.48331622 0.51463052 0.53144398] [ 0.57553572 0.42966916 0.50971757 0.67596036 0.36451237] [ 0.75212432 0.3883064 0.56405134 0.27711847 0.41819525] [ 0.42631842 0.56645591 0.42884664 0.4510699 0.57232023] [ 0.66318608 0.55952501 0.43311493 0.48562004 0.36270972] [ 0.27887594 0.71249631 0.33429474 0.68403285 0.35146315] [ 0.65769944 0.61599466 0.39309446 0.50478699 0.43909473] [ 0.60629107 0.55374681 0.45285396 0.5473327 0.58893226] [ 0.45320446 0.4939395 0.48959782 0.47626043 0.63006249] [ 0.78645723 0.32835852 0.63921676 0.46391194 0.37971396] [ 0.46844465 0.43529766 0.46789489 0.58682708 0.39629467] [ 0.64168399 0.55407104 0.44182739 0.35057135 0.42010955] [ 0.62040171 0.65134789 0.46002134 0.49815403 0.39650217] [ 0.6304559 0.53169315 0.47908789 0.4276015 0.4041027 ] [ 0.89438474 0.429366 0.4944258 0.19578439 0.33711838] [ 0.38596956 0.40106737 0.52253936 0.76793133 0.5847329 ] [ 0.51900001 0.65334349 0.36543015 0.6843792 0.58396952] [ 0.46334089 0.49275496 0.6010182 0.72891274 0.45179954] [ 0.58954861 0.540492 0.48310688 0.65775988 0.34210798] [ 0.39273831 0.63272692 0.46836487 0.80596803 0.32912686] [ 0.83814748 0.47161713 0.32218629 0.53418795 0.37784572] [ 0.49807589 0.51042554 0.567921 0.36676534 0.42519241] [ 0.75584405 0.32279345 0.52420409 0.64159407 0.36402826] [ 0.5913289 0.63854723 0.50407785 0.6123003 0.36487836] [ 0.8651185 0.2981085 0.54191167 0.21213182 0.35885394] [ 0.60826479 0.46065399 0.60081546 0.41733692 0.45955147] [ 0.68086426 0.55509576 0.4332036 0.2751734 0.40116357] Progress: 56.3% ... Training loss: 0.434 ... Validation loss: 0.715[ 0.46512315 0.62055783 0.40956495 0.58957283 0.33485086] [ 0.78758968 0.46772037 0.58149721 0.37618201 0.39321969] [ 0.71128849 0.51163687 0.53408156 0.16868355 0.43306503] [ 0.23686815 0.6451639 0.44019074 0.71059067 0.4787546 ] [ 0.25287072 0.67209707 0.47732963 0.81871439 0.69477466] [ 0.53190629 0.63911507 0.3942615 0.56597389 0.44497542] [ 0.77594257 0.3363458 0.62438394 0.35529082 0.33177133] [ 0.5985133 0.4369982 0.64297624 0.58497277 0.54827701] [ 0.64025896 0.42487336 0.49199113 0.45161789 0.48701864] [ 0.71985212 0.3234169 0.57688601 0.58161214 0.45136276] [ 0.52666538 0.52666515 0.44575049 0.53994172 0.48467389] [ 0.63340537 0.43612382 0.61007445 0.29808563 0.53370622] [ 0.69567754 0.48850224 0.65976348 0.25439776 0.51862556] [ 0.610499 0.63919906 0.41945003 0.41992979 0.44734516] [ 0.65673521 0.38774305 0.45803699 0.59215552 0.30920958] [ 0.5981719 0.4696265 0.51367125 0.64689224 0.32469226] [ 0.52206668 0.4486141 0.53693291 0.62975976 0.41245831] [ 0.21404078 0.60573565 0.45005597 0.83608747 0.48715383] [ 0.85012001 0.42235853 0.47677203 0.26889308 0.38668788] [ 0.76005358 0.41708864 0.62360692 0.25576437 0.47553314] [ 0.7317851 0.56783421 0.37766975 0.3614231 0.35397286] [ 0.37287419 0.56440829 0.53272395 0.57166027 0.4851023 ] [ 0.7643029 0.42620489 0.43422532 0.38942346 0.31684006] [ 0.39684789 0.50267302 0.48351575 0.52184185 0.47872547] [ 0.18717841 0.62556646 0.35170542 0.8461082 0.55964776] [ 0.64121547 0.45703182 0.58392009 0.42934622 0.47024469] [ 0.70997775 0.42212247 0.67729897 0.52228306 0.4670915 ] [ 0.75216423 0.43247016 0.3380006 0.28614901 0.38022181] [ 0.20390164 0.63131522 0.3225127 0.74675645 0.59216017] [ 0.61083497 0.42414988 0.55843641 0.35277277 0.45719976] [ 0.45450675 0.52374469 0.48048348 0.54193673 0.45661363] [ 0.54897529 0.42807138 0.53921849 0.82010558 0.54313221] [ 0.61715391 0.4555326 0.56758064 0.35646363 0.41145162] [ 0.5758811 0.61390206 0.48238432 0.50845398 0.41825907] [ 0.74172631 0.41521578 0.53099023 0.45504156 0.36574073] [ 0.54006308 0.3848207 0.51565211 0.6348432 0.43503277] [ 0.65754669 0.44893335 0.56506236 0.47150246 0.46900105] [ 0.52879533 0.51388186 0.52160864 0.41655933 0.56621631] [ 0.27447999 0.54274988 0.437267 0.74980237 0.67808327] [ 0.52117484 0.61028931 0.35950556 0.47474819 0.53298733] [ 0.44017786 0.52917227 0.54839538 0.83533725 0.63236275] [ 0.6175685 0.34667553 0.56068939 0.29919344 0.58443083] [ 0.31399991 0.63285895 0.56810833 0.74435698 0.64161919] [ 0.63467045 0.45607531 0.41843803 0.26541232 0.27901217] [ 0.74668862 0.417367 0.59156995 0.28422765 0.43195249] [ 0.74209446 0.48047073 0.59664347 0.43826835 0.43988556] [ 0.6286608 0.44178633 0.40856001 0.64336915 0.35317187] [ 0.50700547 0.50602819 0.46486915 0.54731577 0.41841482] [ 0.6426552 0.37168891 0.6147818 0.5022336 0.35236851] [ 0.2944033 0.5599321 0.39105443 0.82144529 0.56952743] [ 0.27048901 0.62085968 0.33481983 0.79920098 0.5121261 ] [ 0.46854428 0.52193699 0.52628403 0.61870234 0.34947717] [ 0.5684528 0.53509962 0.58034511 0.41101206 0.50425191] [ 0.64417347 0.50111821 0.38513908 0.59767017 0.53761332] [ 0.73398451 0.43936258 0.56744398 0.56583746 0.4308298 ] [ 0.43779031 0.49181648 0.52317032 0.6635929 0.49415775] [ 0.31734427 0.5539278 0.52342084 0.59698542 0.613469 ] [ 0.7509572 0.58046987 0.45103323 0.35629081 0.53393569] [ 0.36781235 0.66698379 0.3525701 0.62372387 0.59807113] [ 0.74668862 0.417367 0.59156995 0.28422765 0.43195249] [ 0.60758778 0.47370328 0.60936322 0.47870187 0.51555526] [ 0.5254779 0.50320916 0.51597358 0.45751789 0.44203215] [ 0.74581141 0.34135233 0.57989724 0.26679169 0.31382987] [ 0.24323906 0.60064432 0.44255311 0.79643918 0.5784487 ] [ 0.75007226 0.32505752 0.58724359 0.18006043 0.35421396] [ 0.74001168 0.41201942 0.61577522 0.57710184 0.31045605] [ 0.66210969 0.37898414 0.65846368 0.44486067 0.42427202] [ 0.2773162 0.77171008 0.31743518 0.80080972 0.60403661] [ 0.7763556 0.35645936 0.58080668 0.22659642 0.42383449] [ 0.74176203 0.54934284 0.49148897 0.48721479 0.43179358] [ 0.53245122 0.54332073 0.38305724 0.60316599 0.52371684] [ 0.45497791 0.50559677 0.51248489 0.73502731 0.48234003] [ 0.3199956 0.56846099 0.38977969 0.85265274 0.4954361 ] [ 0.28557793 0.68809325 0.33603456 0.60724108 0.45633628] [ 0.29703495 0.56058219 0.35740345 0.67348685 0.45969923] [ 0.63061854 0.45385616 0.45058746 0.41684326 0.50003716] [ 0.57065609 0.51115851 0.55974211 0.33109433 0.6584033 ] [ 0.46996628 0.63788482 0.50600805 0.65823241 0.4511758 ] [ 0.60493079 0.59258103 0.30851893 0.32968631 0.36559381] [ 0.42507085 0.72055376 0.26891151 0.63904706 0.27048935] [ 0.7651771 0.54797957 0.46042534 0.44133666 0.36451291] [ 0.56354717 0.56601429 0.39215926 0.44213112 0.47245259] [ 0.67647071 0.40156391 0.43586439 0.21472396 0.32633231] [ 0.49091474 0.5006441 0.42957742 0.57419923 0.33845804] [ 0.36977138 0.50177892 0.45458624 0.43654705 0.59913493] [ 0.6103473 0.44122808 0.65273407 0.59597505 0.48035837] [ 0.48305297 0.56352359 0.36578111 0.54032165 0.40017951] [ 0.34131929 0.55573476 0.51410756 0.72263462 0.36987099] [ 0.70256292 0.37700072 0.66367288 0.62285135 0.4200574 ] [ 0.49481299 0.43794191 0.6338412 0.33067047 0.41244338] [ 0.27585071 0.70512168 0.30138951 0.74989624 0.51800649] [ 0.69896127 0.3889805 0.43475914 0.26468747 0.36559476] [ 0.39770029 0.59385912 0.42183351 0.81319964 0.4982255 ] [ 0.3752246 0.44598382 0.41683023 0.75408532 0.49546403] [ 0.53571538 0.67390123 0.43366375 0.6919026 0.51876445] [ 0.51380016 0.36759284 0.38920099 0.77071686 0.41903353] [ 0.54734997 0.56631256 0.43122331 0.56845796 0.54078257] [ 0.58620067 0.48899204 0.45143078 0.80389245 0.47529783] [ 0.37705654 0.5706397 0.5505777 0.5518192 0.59266032] [ 0.39191979 0.55932276 0.53981491 0.44002263 0.56283054] [ 0.82280366 0.37634221 0.53113107 0.17745367 0.40770329] [ 0.57098516 0.58351717 0.62101378 0.50153239 0.5902403 ] [ 0.75544288 0.4078471 0.57245552 0.59259187 0.38450592] [ 0.27767008 0.56306757 0.43788373 0.68123047 0.5829119 ] [ 0.4263362 0.5771012 0.33029322 0.61206998 0.43437405] [ 0.2392064 0.64723582 0.41354841 0.63561619 0.57065549] [ 0.56816064 0.51490804 0.46629851 0.54223434 0.50950345] [ 0.33668633 0.47657212 0.30385726 0.85444671 0.45154244] [ 0.79989488 0.46075333 0.59298806 0.38321059 0.36608148] [ 0.51180384 0.58743004 0.53821826 0.47822965 0.6731898 ] [ 0.64929713 0.39230386 0.52096147 0.42449157 0.4083207 ] [ 0.52641067 0.50181704 0.4683594 0.50250913 0.50545216] [ 0.50381202 0.54171952 0.55098602 0.55989349 0.50662655] [ 0.42265622 0.56001258 0.36987957 0.50728852 0.55818727] [ 0.65381607 0.52863918 0.50880204 0.30619115 0.58565597] [ 0.67290911 0.51364761 0.38325974 0.27722894 0.33022364] [ 0.28513497 0.6134223 0.40445645 0.72439573 0.61237041] [ 0.51527151 0.62161213 0.3457892 0.62812749 0.37558857] [ 0.71724459 0.55923489 0.32821188 0.49678419 0.53534296] [ 0.34806227 0.53711421 0.36617936 0.78715303 0.44265177] [ 0.796173 0.39002028 0.57163228 0.2444354 0.45386996] [ 0.45983706 0.65157886 0.32775727 0.65749573 0.38747049] [ 0.37255894 0.49220906 0.51056624 0.50096885 0.69855967] [ 0.43832652 0.71179123 0.25262318 0.69273554 0.50445035] [ 0.54289651 0.535992 0.41634961 0.63673326 0.58204638] [ 0.81432885 0.44830862 0.53250596 0.35710455 0.4633109 ] [ 0.57713861 0.48925038 0.52700573 0.72017085 0.41201432] [ 0.49901271 0.52811579 0.37070115 0.7300648 0.36801278] Progress: 56.4% ... Training loss: 0.434 ... Validation loss: 0.715[ 0.71000528 0.42933159 0.48846995 0.37573336 0.43209667] [ 0.64163865 0.49667324 0.40755609 0.58399615 0.34235823] [ 0.70360692 0.46611523 0.38422896 0.67327363 0.41749405] [ 0.78270927 0.46212611 0.44826536 0.21675262 0.29619072] [ 0.36614455 0.60844548 0.33686391 0.48880302 0.47369188] [ 0.53520024 0.55166974 0.58214297 0.40572684 0.46246456] [ 0.67515912 0.40305467 0.52904588 0.67056854 0.4994328 ] [ 0.36672079 0.59323333 0.27737636 0.72089141 0.61753631] [ 0.46599135 0.70978303 0.25224894 0.47039997 0.38260642] [ 0.65970062 0.47402578 0.3641737 0.36554322 0.32523772] [ 0.43434793 0.57248844 0.36773675 0.66535073 0.48253686] [ 0.88001143 0.39406592 0.52492672 0.1622132 0.35132841] [ 0.29961216 0.55786579 0.38317295 0.86796588 0.55032661] [ 0.43046956 0.48001144 0.55960085 0.77738973 0.50684588] [ 0.56431518 0.42936115 0.58456859 0.34953378 0.52860614] [ 0.70203208 0.39897885 0.68044418 0.51648147 0.41417801] [ 0.74577942 0.56250132 0.3684906 0.40015344 0.45839719] [ 0.61730343 0.4688119 0.43349893 0.56425562 0.51614782] [ 0.8577024 0.32168273 0.61143239 0.16942113 0.31829958] [ 0.7109755 0.35007904 0.36552248 0.35993659 0.29982177] [ 0.2089759 0.50045287 0.37993675 0.80837016 0.58522454] [ 0.47761152 0.54392504 0.46350564 0.69999935 0.52333454] [ 0.22302473 0.7588091 0.39587299 0.79252362 0.46202261] [ 0.32635103 0.4768812 0.47052176 0.64142482 0.5462272 ] [ 0.46597147 0.57268392 0.41085568 0.42953811 0.33252731] [ 0.50049009 0.70606347 0.53475519 0.76049543 0.57854388] [ 0.59378499 0.51533142 0.52141024 0.70704938 0.39421446] [ 0.50553605 0.52691728 0.53532712 0.64689201 0.45639169] [ 0.3086981 0.49113229 0.5131536 0.51718363 0.52462037] [ 0.72290702 0.48912634 0.61189025 0.57007777 0.38116989] [ 0.38887158 0.57688676 0.3913774 0.61499636 0.46669239] [ 0.41109099 0.60035857 0.49889976 0.68607616 0.5327948 ] [ 0.3689493 0.59024116 0.34925089 0.69383762 0.52714986] [ 0.56166948 0.46955587 0.40110111 0.39756861 0.48237303] [ 0.56101102 0.59874335 0.3766463 0.49055499 0.39450255] [ 0.54401833 0.47334651 0.58624246 0.32430296 0.46884812] [ 0.49756476 0.45822133 0.62564684 0.56981606 0.51530327] [ 0.51688658 0.46610939 0.41181926 0.48696603 0.44742285] [ 0.30349131 0.70078949 0.38802645 0.69722957 0.47211503] [ 0.57982708 0.5501204 0.55819379 0.7808638 0.49156723] [ 0.83239296 0.36956282 0.5060525 0.23525599 0.44637893] [ 0.60316671 0.60633517 0.53151799 0.53109365 0.37692162] [ 0.49518609 0.58467942 0.4722661 0.43910255 0.47613284] [ 0.34863153 0.57999189 0.54422487 0.57488736 0.49798315] [ 0.6770894 0.41710588 0.50898531 0.39444531 0.44064053] [ 0.65741006 0.58388664 0.35171713 0.35866291 0.47372885] [ 0.80674587 0.46595227 0.61640716 0.30905238 0.38850586] [ 0.42145598 0.46967943 0.47222894 0.32494871 0.34911562] [ 0.72450579 0.39676158 0.46498962 0.55062308 0.41780884] [ 0.22651401 0.59220477 0.43045583 0.77571605 0.64287512] [ 0.69845989 0.58201476 0.51123023 0.43952193 0.48476624] [ 0.4751764 0.48071208 0.45899612 0.58708605 0.42740274] [ 0.7626371 0.38220435 0.60040816 0.5748037 0.32795421] [ 0.64021066 0.51255464 0.49618111 0.40417108 0.48850387] [ 0.66751939 0.52858086 0.32578888 0.5551893 0.41519815] [ 0.41346513 0.52299075 0.52802871 0.7395454 0.58744238] [ 0.45585105 0.39123653 0.59442285 0.62391968 0.53447299] [ 0.31401373 0.71930582 0.32936205 0.72047369 0.48665416] [ 0.38218453 0.59619304 0.30757746 0.7605795 0.47658569] [ 0.42381051 0.68119671 0.3492795 0.63166461 0.4501979 ] [ 0.69813536 0.4972898 0.5214569 0.43120683 0.41529213] [ 0.80753737 0.36507827 0.45878854 0.30204746 0.4243525 ] [ 0.7634638 0.40906116 0.61346071 0.33065982 0.50615988] [ 0.29951561 0.50339868 0.5340001 0.55032325 0.62423946] [ 0.57497275 0.50076908 0.52101543 0.4071863 0.50722561] [ 0.45040273 0.45555335 0.54941502 0.73858223 0.53615872] [ 0.46547298 0.60065069 0.49265267 0.39162873 0.43415206] [ 0.33809478 0.47586236 0.30409134 0.85404722 0.45132033] [ 0.23124926 0.69065432 0.32198006 0.83651824 0.63939178] [ 0.30582967 0.70026351 0.36591047 0.89332129 0.55590186] [ 0.63571503 0.49918165 0.4548198 0.50201235 0.50346926] [ 0.32313199 0.70162753 0.37029773 0.71222611 0.45865112] [ 0.65372928 0.51821638 0.57888091 0.61574854 0.41943641] [ 0.35077994 0.49988668 0.51168157 0.62785473 0.52739825] [ 0.67622702 0.46110011 0.46765343 0.23980411 0.38990359] [ 0.76782782 0.47848863 0.48741989 0.39887526 0.41598195] [ 0.56971982 0.44550771 0.61847946 0.60140054 0.3532034 ] [ 0.63083399 0.5688285 0.39755599 0.33309994 0.34053349] [ 0.64685994 0.55083534 0.42369584 0.5944472 0.54108543] [ 0.57081554 0.52184873 0.58656463 0.28066058 0.60522409] [ 0.37359993 0.66572962 0.46736973 0.6974325 0.44142759] [ 0.69668497 0.34697101 0.4639618 0.26354424 0.50343413] [ 0.76267128 0.2899486 0.63910767 0.17384374 0.43654882] [ 0.38568058 0.67378136 0.3541213 0.46083939 0.37774837] [ 0.75896973 0.39812679 0.50477531 0.45380991 0.40042261] [ 0.73755746 0.54851988 0.57316816 0.41260667 0.54369358] [ 0.72118976 0.4095853 0.55471718 0.26520357 0.4652713 ] [ 0.62809269 0.40448219 0.43096897 0.65619155 0.39694623] [ 0.51158953 0.55203528 0.53208256 0.67262408 0.45349818] [ 0.1907011 0.7441669 0.3316171 0.73869964 0.55575171] [ 0.78378586 0.61671388 0.54161255 0.45947967 0.41089278] [ 0.43592505 0.57578165 0.51147803 0.81699785 0.61307176] [ 0.48234755 0.38654927 0.4724511 0.68072072 0.50631482] [ 0.83371038 0.57298158 0.46657189 0.24821967 0.34736231] [ 0.13734809 0.73037901 0.37446396 0.84022347 0.52363852] [ 0.57657778 0.42344452 0.43073364 0.74839076 0.45840816] [ 0.5937873 0.55683406 0.46235383 0.50374196 0.34686822] [ 0.36392997 0.57620886 0.55907539 0.71692064 0.49141307] [ 0.42713351 0.54921431 0.41562755 0.55125054 0.37172265] [ 0.75055323 0.40690733 0.52598223 0.24267475 0.34216139] [ 0.68892656 0.41958673 0.62046992 0.32478653 0.45359166] [ 0.3057644 0.69548497 0.47007568 0.68416853 0.58023879] [ 0.22496883 0.66063641 0.29582364 0.84435897 0.63740542] [ 0.29510459 0.71492295 0.29330688 0.8281115 0.4452887 ] [ 0.81154723 0.46825864 0.4976165 0.436421 0.38057876] [ 0.19136157 0.74829164 0.39881404 0.76814322 0.44083701] [ 0.32161445 0.69463372 0.34569741 0.67171497 0.51816695] [ 0.47578413 0.50432867 0.40450038 0.44132214 0.56234955] [ 0.49778216 0.48759749 0.5746558 0.58431196 0.41388181] [ 0.70869306 0.5398483 0.4410826 0.51989213 0.4758233 ] [ 0.44099158 0.5827728 0.47940345 0.56747635 0.57437978] [ 0.58519669 0.62814488 0.55439351 0.6310049 0.3823052 ] [ 0.5878265 0.4788684 0.48879303 0.45916813 0.43076205] [ 0.41632911 0.4719007 0.42031982 0.62864149 0.40317183] [ 0.38789719 0.56329774 0.48061151 0.65452546 0.52499533] [ 0.27858151 0.7126227 0.33421523 0.68423097 0.35155421] [ 0.54656716 0.58172054 0.3824059 0.80555619 0.43632921] [ 0.76285628 0.4584893 0.35117762 0.21825792 0.32959786] [ 0.43946308 0.60306878 0.36774673 0.66360105 0.48007125] [ 0.50018362 0.60713858 0.34731091 0.59697463 0.39288816] [ 0.5363389 0.59984926 0.54544105 0.63436023 0.5455573 ] [ 0.48456913 0.53592962 0.41272549 0.30556885 0.5004424 ] [ 0.83999574 0.46953477 0.51892094 0.42726465 0.37405691] [ 0.4912639 0.53191414 0.4975806 0.68816996 0.47737243] [ 0.76436044 0.44929229 0.65019611 0.35138398 0.44138721] [ 0.64874913 0.4471616 0.53359117 0.37130078 0.413878 ] [ 0.56356229 0.55343971 0.36918374 0.37548256 0.37509265] [ 0.58989005 0.46866818 0.39245785 0.45737714 0.34997769] Progress: 56.4% ... Training loss: 0.433 ... Validation loss: 0.713[ 0.50815957 0.575566 0.42279949 0.70401072 0.44227173] [ 0.69111734 0.56923435 0.41599897 0.42202595 0.39373964] [ 0.70291423 0.61796659 0.45378845 0.44195697 0.49695136] [ 0.41133844 0.58846895 0.42997248 0.48787954 0.54192411] [ 0.27702584 0.69890047 0.34758879 0.81523066 0.55842416] [ 0.20622469 0.55434913 0.52567072 0.68951328 0.52204023] [ 0.39697833 0.53834247 0.49392799 0.45728776 0.5460734 ] [ 0.77361847 0.45918116 0.32415474 0.34850319 0.4151508 ] [ 0.64399872 0.39300053 0.45987075 0.5926791 0.36547343] [ 0.55835601 0.60843959 0.49451809 0.58813933 0.48780303] [ 0.37350857 0.63432219 0.40301146 0.70286989 0.45275567] [ 0.60159409 0.51901327 0.36122616 0.60045028 0.39435702] [ 0.46946474 0.60360586 0.46781065 0.6586632 0.47581675] [ 0.49398549 0.56828541 0.36333037 0.51490028 0.44051293] [ 0.52513898 0.60000633 0.40307175 0.53860151 0.53292124] [ 0.53833045 0.55645757 0.50335577 0.49600974 0.43093779] [ 0.40459322 0.58658185 0.32814916 0.61950765 0.57401606] [ 0.60924583 0.53465592 0.49118759 0.38364758 0.39642251] [ 0.25612956 0.6681399 0.31239225 0.69469564 0.5545795 ] [ 0.67073913 0.42837721 0.66726976 0.30680831 0.37914117] [ 0.70685572 0.44160038 0.49336122 0.42445988 0.3529046 ] [ 0.73622139 0.51272074 0.49807599 0.67626045 0.40712727] [ 0.61455877 0.59837638 0.37794837 0.47593482 0.49405038] [ 0.55434227 0.47891078 0.45964572 0.38669787 0.32867541] [ 0.33229443 0.58562336 0.46655635 0.84929487 0.6371178 ] [ 0.77652592 0.34031474 0.61662292 0.47682526 0.40458985] [ 0.60622413 0.43146841 0.40436119 0.46702592 0.42475598] [ 0.50505198 0.64968975 0.50216825 0.4388256 0.57572666] [ 0.36513772 0.58742018 0.44257868 0.64369587 0.37344789] [ 0.87679799 0.30656239 0.55250452 0.09591837 0.270629 ] [ 0.41502062 0.47952942 0.50062749 0.6406362 0.47192871] [ 0.62326757 0.66848034 0.33257355 0.57831834 0.44252971] [ 0.61357749 0.57019884 0.57146187 0.42472151 0.55519919] [ 0.80068159 0.44280614 0.4749205 0.3072852 0.44422223] [ 0.65348035 0.51422627 0.50946514 0.37427918 0.46520502] [ 0.58674529 0.55165601 0.44725195 0.48951338 0.48564793] [ 0.49631218 0.38287231 0.45181252 0.5242744 0.43034146] [ 0.59571387 0.49414674 0.60457063 0.43145389 0.45937143] [ 0.58715421 0.39128268 0.57333335 0.63934734 0.46583235] [ 0.43072032 0.50192937 0.46703984 0.49940333 0.60723826] [ 0.36835974 0.48147575 0.48962853 0.53588548 0.59475586] [ 0.42177305 0.62979059 0.42304268 0.6817993 0.45391766] [ 0.63069436 0.46077562 0.53197341 0.50425422 0.47724033] [ 0.71259616 0.55377228 0.41933867 0.441399 0.33599413] [ 0.69659823 0.59115 0.49642819 0.58612609 0.46055085] [ 0.83886986 0.42613324 0.50296045 0.24791194 0.40549109] [ 0.2349488 0.52922666 0.45312536 0.8279772 0.57033045] [ 0.59262229 0.72511928 0.45682575 0.60830601 0.410966 ] [ 0.63320316 0.39806236 0.70222239 0.42820735 0.3840435 ] [ 0.72299429 0.57084927 0.46675741 0.39871932 0.39568411] [ 0.52076154 0.50889825 0.44942072 0.80654964 0.52309716] [ 0.54683204 0.6019894 0.54842802 0.48658343 0.37380647] [ 0.39299952 0.51515635 0.61922779 0.64062257 0.55048919] [ 0.72001047 0.55476664 0.40050717 0.54856061 0.51871406] [ 0.30305771 0.70959698 0.46483675 0.63757254 0.46371596] [ 0.55936299 0.38140435 0.56437716 0.45357341 0.51246142] [ 0.81959538 0.46631891 0.49366035 0.33303976 0.37255635] [ 0.63729397 0.39697684 0.5433348 0.5564759 0.35023455] [ 0.51956876 0.51499816 0.45782482 0.61257305 0.39349209] [ 0.61619122 0.60022301 0.39286956 0.60041943 0.41995328] [ 0.52292324 0.45301081 0.58980396 0.58721902 0.44240779] [ 0.55565473 0.46816069 0.48257796 0.73827493 0.45658557] [ 0.58244981 0.48444713 0.5248311 0.44714378 0.55534317] [ 0.56463308 0.56567853 0.43443856 0.35399211 0.30139041] [ 0.711396 0.50872628 0.51725869 0.28137104 0.41424614] [ 0.5368567 0.50844735 0.54693125 0.68887247 0.37666357] [ 0.69381216 0.5325618 0.53417161 0.39955853 0.42199765] [ 0.38846809 0.6005164 0.42081598 0.5162101 0.52986694] [ 0.3849244 0.5420407 0.39049132 0.63801421 0.45042083] [ 0.75320205 0.42056447 0.55793267 0.37454534 0.38994889] [ 0.29804828 0.59075585 0.37214226 0.83422338 0.50398593] [ 0.57812673 0.49431342 0.59522586 0.4860121 0.42013691] [ 0.71145391 0.54002102 0.47112775 0.32854289 0.34199264] [ 0.16854363 0.70535252 0.33956143 0.79488731 0.56107581] [ 0.85158078 0.4572884 0.42548185 0.43038387 0.38905491] [ 0.20972317 0.70234597 0.37126452 0.65173576 0.58017546] [ 0.58210792 0.58527977 0.49221348 0.47420288 0.5761791 ] [ 0.64458358 0.48348507 0.4511396 0.7043587 0.34344734] [ 0.67696961 0.33393047 0.50306101 0.55283458 0.49938074] [ 0.60986047 0.56798862 0.42609752 0.58058615 0.36726078] [ 0.34169167 0.53197754 0.50987072 0.64044587 0.47814556] [ 0.51015805 0.37131057 0.54706346 0.28942053 0.40418126] [ 0.65898768 0.41566484 0.54319 0.31910455 0.5489144 ] [ 0.19213694 0.60713979 0.42083981 0.87229696 0.62762395] [ 0.28677298 0.75268187 0.33548321 0.86443504 0.51183745] [ 0.8223081 0.38191935 0.62388214 0.16838651 0.46648135] [ 0.18422229 0.67630589 0.33194496 0.80774106 0.48426252] [ 0.46903599 0.56355163 0.36158375 0.5114402 0.54074151] [ 0.36799822 0.59237119 0.49016281 0.76229671 0.60968838] [ 0.29223949 0.60562361 0.45831459 0.57088946 0.41910435] [ 0.68533291 0.6079236 0.48113589 0.41692216 0.55773233] [ 0.76484745 0.29417836 0.55591145 0.22674962 0.41773428] [ 0.65006338 0.63392212 0.51107555 0.37237943 0.40341453] [ 0.71160445 0.42903515 0.57343158 0.51405805 0.42423335] [ 0.5774977 0.43862777 0.55374307 0.69122396 0.48536515] [ 0.65559993 0.43169652 0.4699884 0.63450628 0.4164712 ] [ 0.60056276 0.47688636 0.48195542 0.35164574 0.36315412] [ 0.33054356 0.60076636 0.31882948 0.75442351 0.47087946] [ 0.43080722 0.5667298 0.54302863 0.74566514 0.39928212] [ 0.62214698 0.54537058 0.41306484 0.49057083 0.41416144] [ 0.79693712 0.4846066 0.47341594 0.27727702 0.42654614] [ 0.38323825 0.67079764 0.43150728 0.69891397 0.50926568] [ 0.49053226 0.52191952 0.65287109 0.67950319 0.56594636] [ 0.62461047 0.59518074 0.48560688 0.55279411 0.55174814] [ 0.29462848 0.44374622 0.42658063 0.81424609 0.52914063] [ 0.52338083 0.58947676 0.32224898 0.6629401 0.55881464] [ 0.73969215 0.41237516 0.49742469 0.20512714 0.44378762] [ 0.57104993 0.59227009 0.4573894 0.45697431 0.41082456] [ 0.52487687 0.48068659 0.41884667 0.4012114 0.51172355] [ 0.51773331 0.66030854 0.34048057 0.53057284 0.37642176] [ 0.25166867 0.59899981 0.40236353 0.59227553 0.60980033] [ 0.54368391 0.4325308 0.38121795 0.60899222 0.34650174] [ 0.73116163 0.46609824 0.67455745 0.39196212 0.38250449] [ 0.75589024 0.47231209 0.50335288 0.28565131 0.41192665] [ 0.2962952 0.5471184 0.52247415 0.76046214 0.40598722] [ 0.35717838 0.63750423 0.40146636 0.50604297 0.50363122] [ 0.27662341 0.71024772 0.39179188 0.72206886 0.49261118] [ 0.75459536 0.51936945 0.40049882 0.26437048 0.34277336] [ 0.42758788 0.61547411 0.31937998 0.64961627 0.42465505] [ 0.2861609 0.63115107 0.32121597 0.76584911 0.54856773] [ 0.69665238 0.60950944 0.37975851 0.437273 0.37291717] [ 0.82340357 0.29971574 0.54067032 0.14358783 0.43385938] [ 0.72212566 0.56436864 0.48787192 0.35939978 0.33355208] [ 0.20082508 0.68305372 0.30864003 0.76431979 0.55508403] [ 0.57574339 0.47813692 0.42703735 0.28562812 0.44132186] [ 0.31105403 0.64211005 0.58570962 0.70784273 0.67241021] [ 0.72873928 0.55592171 0.56585297 0.48737931 0.40933819] [ 0.30843113 0.64129653 0.51130347 0.77919133 0.63570891] Progress: 56.5% ... Training loss: 0.433 ... Validation loss: 0.713[ 0.56701776 0.48257848 0.53280804 0.66593923 0.3786458 ] [ 0.73708599 0.50213 0.56431078 0.34880151 0.44305895] [ 0.39444209 0.66900348 0.30165542 0.70845111 0.39280572] [ 0.63554001 0.46852287 0.67453684 0.45093443 0.48770177] [ 0.45963163 0.47131235 0.56588707 0.65073801 0.54071472] [ 0.50050725 0.47689317 0.33784266 0.57281625 0.49933304] [ 0.71631969 0.27016177 0.55833141 0.61848982 0.3873525 ] [ 0.63178742 0.47196607 0.51764509 0.30965017 0.46749137] [ 0.77380384 0.43214204 0.53456971 0.37216627 0.35100076] [ 0.49979381 0.57432348 0.33442653 0.71631048 0.6563729 ] [ 0.60291802 0.42545078 0.5385216 0.57410568 0.36381396] [ 0.74039492 0.53845201 0.2677217 0.40823939 0.31085114] [ 0.53099748 0.54332065 0.4974018 0.29191554 0.55626032] [ 0.83422184 0.36568558 0.61973361 0.18389319 0.4222136 ] [ 0.4719782 0.64659078 0.46480771 0.4756255 0.52644313] [ 0.51564316 0.52064975 0.33000289 0.41407009 0.45226344] [ 0.43895244 0.48809167 0.49606616 0.57624798 0.57669046] [ 0.22443582 0.58279077 0.51617991 0.81523381 0.67515647] [ 0.49398592 0.6112625 0.49438286 0.56562651 0.56961242] [ 0.60971629 0.59446299 0.34813569 0.39322137 0.30120661] [ 0.54178413 0.59559556 0.35884771 0.37429712 0.39763458] [ 0.55082843 0.57106433 0.42714698 0.43715535 0.53395954] [ 0.54984404 0.49651957 0.61989529 0.35945731 0.57172555] [ 0.81197664 0.45159265 0.54302999 0.37297601 0.37242804] [ 0.63741502 0.42975598 0.39079512 0.34911219 0.32785361] [ 0.46746462 0.57596341 0.44307708 0.68802109 0.45307862] [ 0.31460088 0.59578832 0.31825594 0.77897596 0.48198752] [ 0.37563892 0.64978924 0.34994857 0.72663974 0.47794742] [ 0.37826084 0.63264359 0.32994715 0.47867052 0.53152581] [ 0.32192221 0.56165481 0.43784859 0.48951221 0.68007669] [ 0.50647449 0.45853447 0.50423802 0.37384963 0.54498858] [ 0.58311693 0.41727578 0.59806503 0.33035565 0.46412348] [ 0.71965748 0.46287387 0.66838347 0.40838327 0.41493955] [ 0.39046054 0.61338678 0.26003199 0.7084294 0.59868361] [ 0.24037823 0.54977565 0.42801855 0.73509289 0.57040928] [ 0.73663328 0.52460062 0.44700084 0.40160521 0.43148496] [ 0.52830348 0.53604097 0.45160598 0.71000946 0.47630411] [ 0.70876384 0.48742478 0.60258489 0.28094607 0.50412877] [ 0.51279821 0.43974864 0.47653683 0.51316993 0.41901627] [ 0.39141978 0.5695031 0.55487375 0.65981495 0.60732916] [ 0.60279118 0.52184373 0.43464638 0.76364847 0.36597673] [ 0.38969105 0.5471303 0.35838088 0.42161308 0.56745907] [ 0.21086619 0.5345021 0.55986799 0.75090754 0.54652168] [ 0.49156983 0.50933593 0.4802446 0.43825307 0.43040351] [ 0.89263208 0.39400835 0.61039628 0.13650981 0.28709782] [ 0.26938388 0.57833375 0.36197496 0.83806611 0.47761663] [ 0.33027738 0.57852307 0.47300737 0.81069664 0.55305086] [ 0.43771262 0.57296961 0.36539172 0.56208274 0.47331677] [ 0.35080943 0.59112062 0.50073563 0.70203057 0.50222047] [ 0.71301674 0.42936172 0.57943523 0.43657499 0.42432599] [ 0.65675228 0.57491882 0.38119687 0.50087715 0.5087051 ] [ 0.75993569 0.46471387 0.57593582 0.38865317 0.33994176] [ 0.55763382 0.38252609 0.63413218 0.60379154 0.55020718] [ 0.183822 0.61102919 0.43973749 0.89196556 0.51001666] [ 0.55838558 0.5818196 0.53166716 0.54145431 0.52685839] [ 0.60333733 0.4516113 0.49550085 0.37918164 0.50247802] [ 0.50257199 0.61534756 0.456886 0.52143054 0.52783593] [ 0.67705099 0.53840006 0.50462098 0.47742088 0.54022557] [ 0.51486282 0.6305205 0.31953999 0.57809407 0.35444836] [ 0.26364894 0.69575962 0.3938343 0.7334111 0.51752336] [ 0.63610125 0.54335002 0.33119289 0.41705366 0.38423971] [ 0.57069034 0.48322417 0.53246414 0.41602558 0.57412182] [ 0.66512298 0.50276861 0.58192141 0.51641274 0.48321196] [ 0.30580539 0.63858873 0.54969791 0.79166771 0.58719432] [ 0.6081816 0.55967121 0.54025871 0.41823034 0.3490046 ] [ 0.56267965 0.5139993 0.42333557 0.42825068 0.5499875 ] [ 0.66403951 0.55337041 0.51180548 0.57120191 0.44439968] [ 0.6313301 0.59847605 0.48421857 0.66432212 0.46480678] [ 0.55053204 0.57856949 0.26801324 0.49076519 0.40391364] [ 0.48367361 0.59511841 0.50919335 0.56650053 0.49918528] [ 0.79723372 0.33295085 0.58989074 0.26359091 0.38016209] [ 0.46567777 0.63049924 0.48768786 0.7132801 0.45967155] [ 0.68386252 0.43477232 0.39801769 0.17999916 0.3682375 ] [ 0.51289333 0.47322517 0.43669064 0.78385054 0.4124517 ] [ 0.54625741 0.53654409 0.66046504 0.57725396 0.52751204] [ 0.48904084 0.51545519 0.52049907 0.48862355 0.59384236] [ 0.84381281 0.3809604 0.55931372 0.27199292 0.33822186] [ 0.28856639 0.55186903 0.46529177 0.80541697 0.44342064] [ 0.45129311 0.59318015 0.57226044 0.69255943 0.64942748] [ 0.30103534 0.56840202 0.50430284 0.82140832 0.67251907] [ 0.58341467 0.60086135 0.4400869 0.54409436 0.3375175 ] [ 0.6478918 0.44881037 0.59236977 0.59061995 0.3348928 ] [ 0.73013753 0.31843179 0.56469071 0.40338378 0.51119036] [ 0.40762179 0.3944478 0.4403278 0.59606047 0.59135233] [ 0.49751321 0.53648399 0.50319702 0.55600301 0.44458098] [ 0.41525797 0.64526728 0.46583106 0.57760039 0.50700597] [ 0.8640568 0.40406033 0.57070684 0.20803421 0.29407343] [ 0.51217981 0.67455546 0.3385432 0.40314078 0.3606369 ] [ 0.62001751 0.47146778 0.41226064 0.42624882 0.3246631 ] [ 0.3680153 0.56654854 0.50051132 0.85379976 0.49742437] [ 0.47435478 0.53499998 0.62250868 0.34324199 0.64964458] [ 0.72072447 0.43140014 0.5329484 0.38324435 0.41966233] [ 0.68523258 0.4044127 0.49539622 0.13947432 0.33600882] [ 0.47874306 0.50850428 0.5829866 0.70136001 0.50786199] [ 0.52751365 0.53840497 0.44360586 0.22395146 0.37932526] [ 0.39732332 0.5273575 0.4689275 0.7459006 0.50237314] [ 0.39315456 0.65703739 0.4153871 0.64497609 0.41864959] [ 0.60983539 0.6753754 0.31824155 0.52280305 0.33453254] [ 0.60676261 0.42270398 0.37275454 0.35038211 0.35721478] [ 0.38484279 0.64422355 0.31132867 0.61968331 0.48153173] [ 0.7283803 0.4573028 0.48422412 0.19176228 0.45814303] [ 0.59273153 0.48547055 0.40159851 0.35635971 0.49213948] [ 0.76337581 0.2895762 0.63930379 0.173508 0.43632007] [ 0.39986004 0.58405111 0.3562548 0.65001681 0.46220917] [ 0.2798429 0.70015071 0.38880751 0.64135243 0.5373506 ] [ 0.35063126 0.63323298 0.61358243 0.72205685 0.62099223] [ 0.72290967 0.35589894 0.60797081 0.25280547 0.44899317] [ 0.55822903 0.53080001 0.39499088 0.55998569 0.55046082] [ 0.7512036 0.44213179 0.50883681 0.32908324 0.41903364] [ 0.51145235 0.63204764 0.51175051 0.57812484 0.43436039] [ 0.52350671 0.51776191 0.42900556 0.612728 0.26790374] [ 0.52190803 0.48782025 0.55105045 0.6936583 0.43713328] [ 0.33486199 0.56695827 0.43428555 0.61315095 0.45807324] [ 0.40674762 0.58181621 0.30555875 0.61319376 0.44090937] [ 0.73651708 0.39336652 0.49101125 0.6914982 0.4396031 ] [ 0.73641674 0.51947586 0.38346436 0.40058866 0.4574941 ] [ 0.58753097 0.39109123 0.57341466 0.63909668 0.46575812] [ 0.60680134 0.53956737 0.39182657 0.44988552 0.40563528] [ 0.34244265 0.58854353 0.4469906 0.77235213 0.45408114] [ 0.83085042 0.4036054 0.57072077 0.27438948 0.44818457] [ 0.54558531 0.44831504 0.55380602 0.68043936 0.50146746] [ 0.34311477 0.6378247 0.44554162 0.78712038 0.41482945] [ 0.56781895 0.55983097 0.32378071 0.64256408 0.54535383] [ 0.6949653 0.54368734 0.45459923 0.45696313 0.38053446] [ 0.73371836 0.59102976 0.257004 0.47415889 0.41668515] [ 0.45525242 0.5236406 0.48048037 0.54148102 0.45667524] [ 0.46704714 0.64171432 0.33257521 0.56455436 0.40386636] [ 0.48150878 0.46782232 0.43714623 0.44719761 0.37621379] Progress: 56.5% ... Training loss: 0.433 ... Validation loss: 0.714[ 0.50338884 0.69148366 0.34631239 0.59662878 0.51421463] [ 0.5151677 0.48373511 0.4405919 0.64593114 0.36632431] [ 0.76907019 0.4936857 0.55499669 0.24528058 0.55277028] [ 0.70231139 0.49962569 0.49620104 0.29950759 0.45424297] [ 0.79805518 0.48323084 0.46620321 0.37973108 0.44207147] [ 0.6589158 0.44837432 0.56526122 0.47049851 0.46887601] [ 0.43833758 0.63378454 0.27447731 0.62112891 0.45689586] [ 0.60406198 0.56435244 0.50252195 0.47433891 0.38348656] [ 0.67902233 0.50104427 0.66569956 0.36071552 0.50392957] [ 0.52543789 0.45100609 0.55638269 0.42101314 0.587139 ] [ 0.68014177 0.53388383 0.52272701 0.39116002 0.45042894] [ 0.48747309 0.53789815 0.35097589 0.46927558 0.4035775 ] [ 0.77619059 0.46277603 0.51227222 0.30000767 0.33881201] [ 0.24390314 0.57675898 0.41890971 0.67342777 0.52351877] [ 0.59516602 0.65665249 0.53645157 0.56342625 0.39942925] [ 0.3414837 0.705157 0.52716974 0.67986405 0.56643787] [ 0.8478389 0.42393132 0.59647946 0.25479613 0.37597828] [ 0.50099018 0.60687713 0.34737409 0.59631651 0.39286569] [ 0.77404033 0.45899885 0.32419861 0.34812356 0.41507707] [ 0.45458208 0.44801967 0.54451137 0.78527059 0.53707417] [ 0.39054476 0.63122539 0.35625023 0.63145474 0.54810605] [ 0.69178369 0.45848715 0.5519653 0.35373678 0.50272801] [ 0.58749611 0.62028488 0.48293421 0.53285346 0.44394244] [ 0.70625903 0.35341587 0.38040409 0.39148199 0.38163409] [ 0.72825276 0.40797908 0.37541933 0.36738958 0.49325478] [ 0.48026031 0.43085258 0.52410866 0.72494694 0.50334367] [ 0.73672336 0.30526057 0.60805987 0.21419222 0.36704051] [ 0.30182544 0.44421965 0.47554382 0.73935487 0.67211997] [ 0.20789036 0.55983794 0.40894255 0.7783984 0.5597996 ] [ 0.69885581 0.45153344 0.61766992 0.54505653 0.44661828] [ 0.42527579 0.61092856 0.45528465 0.58702812 0.69952978] [ 0.4187678 0.70277355 0.38404065 0.70555736 0.53354595] [ 0.84849386 0.35231485 0.55865252 0.18151794 0.38696036] [ 0.46017075 0.57825052 0.60693984 0.56899068 0.54270493] [ 0.75109443 0.47794516 0.41013122 0.22922289 0.32775391] [ 0.52490856 0.45620014 0.49213792 0.36069437 0.62018224] [ 0.49227205 0.55300624 0.49976446 0.72245158 0.48223467] [ 0.47726453 0.5039112 0.40462807 0.44043806 0.56223642] [ 0.30966998 0.48208905 0.38411227 0.76326677 0.51832173] [ 0.50884227 0.44035528 0.57718946 0.68781248 0.52127231] [ 0.4728151 0.51873029 0.565333 0.43369691 0.45048633] [ 0.38414422 0.54893558 0.46122893 0.84724436 0.60931352] [ 0.77313357 0.37558557 0.5813803 0.57793843 0.37432963] [ 0.6230982 0.56009764 0.33818794 0.47147508 0.4225388 ] [ 0.68312407 0.54470911 0.47097774 0.28440852 0.43653192] [ 0.6486445 0.6516152 0.34715133 0.55476823 0.42267497] [ 0.46254087 0.39995139 0.43901892 0.55660347 0.57833498] [ 0.69998214 0.35483115 0.72069618 0.24653498 0.54818361] [ 0.53645044 0.45697157 0.55173976 0.66976173 0.35148482] [ 0.61659197 0.45561889 0.50987627 0.55364907 0.34888132] [ 0.68851112 0.35065472 0.61976956 0.56465894 0.37291388] [ 0.685089 0.53758417 0.42990016 0.28671305 0.39750208] [ 0.56995192 0.48429572 0.5972744 0.56744145 0.35777282] [ 0.22174088 0.59226819 0.42198545 0.73478196 0.41083869] [ 0.43535473 0.69224258 0.44115916 0.60020716 0.49150059] [ 0.38131952 0.67462033 0.33296207 0.76338575 0.27652817] [ 0.41314485 0.51674726 0.47654252 0.56731025 0.50790143] [ 0.46299189 0.48560367 0.41856875 0.4923899 0.38297338] [ 0.45519585 0.66583315 0.40390588 0.58237896 0.36142957] [ 0.57721736 0.50613949 0.48585354 0.5547433 0.29421827] [ 0.4848996 0.50042154 0.55394056 0.37940296 0.61328961] [ 0.57042876 0.50630195 0.50576973 0.74406162 0.4157549 ] [ 0.6019949 0.5813902 0.43689006 0.55861065 0.3914193 ] [ 0.41857814 0.46666922 0.43665496 0.80173464 0.51708421] [ 0.61913905 0.55094581 0.4132307 0.45151442 0.56803118] [ 0.51330076 0.50986674 0.55772046 0.32360715 0.63279193] [ 0.40710886 0.72503276 0.37564232 0.63171447 0.46415216] [ 0.54785085 0.47152435 0.43242519 0.47959748 0.42506526] [ 0.58298215 0.61692182 0.40460092 0.51479618 0.47554179] [ 0.89494791 0.4204676 0.58746229 0.16630539 0.27099783] [ 0.65809169 0.5930782 0.53091404 0.2970604 0.58831507] [ 0.17092613 0.70579238 0.38883272 0.74814114 0.44173474] [ 0.47897348 0.49750438 0.58527364 0.6727907 0.36183783] [ 0.56382773 0.59371135 0.45120157 0.55299341 0.50946097] [ 0.29082772 0.5085523 0.3365614 0.89308665 0.52732501] [ 0.80576444 0.46638783 0.55794836 0.1655109 0.43050835] [ 0.47581338 0.59691322 0.50200278 0.52336212 0.51379828] [ 0.63455357 0.58904834 0.46294936 0.40469654 0.45447829] [ 0.35966834 0.59113139 0.55874728 0.48217353 0.43756036] [ 0.37702279 0.43738491 0.63366692 0.71478136 0.59021812] [ 0.77252815 0.36724676 0.64627091 0.34058144 0.45883929] [ 0.83208948 0.40567582 0.5335108 0.38645414 0.34244754] [ 0.81337376 0.41387279 0.58673075 0.17152551 0.37387685] [ 0.5228605 0.44301101 0.36688837 0.51346918 0.33617185] [ 0.50553993 0.48833163 0.49710124 0.57464062 0.62812759] [ 0.64197487 0.63695785 0.43077527 0.47066635 0.44875726] [ 0.50943365 0.50329609 0.46262823 0.4337806 0.42605808] [ 0.49463013 0.53425492 0.49041317 0.72574186 0.4032361 ] [ 0.4593316 0.61697963 0.46458781 0.64587729 0.63559271] [ 0.65558504 0.42034463 0.55887667 0.24655269 0.56336902] [ 0.27971407 0.53058956 0.55792141 0.77104833 0.6215672 ] [ 0.60098533 0.60015619 0.49678864 0.56387345 0.40110244] [ 0.60912573 0.52009134 0.56187796 0.48534495 0.47205577] [ 0.30065429 0.69468569 0.47722835 0.78549032 0.56598892] [ 0.71324683 0.41385419 0.42924905 0.33018376 0.53351089] [ 0.70369003 0.62588235 0.350719 0.3103103 0.38399217] [ 0.66582714 0.44277663 0.43612729 0.17644409 0.28827884] [ 0.1926392 0.58800668 0.29595576 0.73235332 0.54220406] [ 0.1331859 0.70920724 0.42112595 0.83752461 0.68505228] [ 0.60835263 0.65910723 0.53298374 0.56645408 0.44182471] [ 0.68093269 0.49030583 0.54122617 0.67327738 0.44655381] [ 0.70658721 0.40762209 0.58708844 0.39011195 0.43083528] [ 0.39447345 0.56801553 0.37753737 0.35006046 0.43877039] [ 0.71274341 0.47110502 0.64861549 0.60860629 0.42999615] [ 0.48575497 0.5215817 0.48382093 0.55233126 0.38606732] [ 0.72395708 0.5355022 0.36308188 0.29430526 0.4529494 ] [ 0.3961341 0.6207236 0.42830592 0.83042809 0.6136384 ] [ 0.48813084 0.48810381 0.36709133 0.59081719 0.49086151] [ 0.45985666 0.51493304 0.53234894 0.78159057 0.45904825] [ 0.62081605 0.47108254 0.41240414 0.42568943 0.32456296] [ 0.40061633 0.48900094 0.59235257 0.68414701 0.43990548] [ 0.73361572 0.37010907 0.57964841 0.27160903 0.36897962] [ 0.52337146 0.45052452 0.57884626 0.66172114 0.41014266] [ 0.63593096 0.45606006 0.56359434 0.5112242 0.4130723 ] [ 0.78971311 0.38178011 0.62816401 0.3481793 0.35507491] [ 0.62324637 0.61815554 0.40348272 0.25812049 0.35499556] [ 0.77260354 0.48803295 0.52314093 0.41881641 0.41308073] [ 0.74473053 0.42505351 0.5883575 0.30074026 0.49295485] [ 0.40845517 0.43535126 0.46333276 0.63941085 0.3435508 ] [ 0.45576882 0.54897706 0.54375984 0.30125432 0.5609926 ] [ 0.30064346 0.57072394 0.45972325 0.55851619 0.45221592] [ 0.85715644 0.33447789 0.53536598 0.25118051 0.4226222 ] [ 0.69074611 0.35047728 0.63725818 0.32089436 0.37586424] [ 0.36041932 0.55381772 0.31759808 0.69838505 0.41498812] [ 0.30445737 0.69256619 0.33983559 0.71851679 0.56613668] [ 0.61149789 0.41797088 0.62966769 0.29679442 0.50161275] [ 0.44224142 0.48369738 0.50840792 0.81335596 0.53921185] [ 0.28382638 0.7947285 0.27526333 0.78509043 0.48748289] Progress: 56.5% ... Training loss: 0.433 ... Validation loss: 0.711[ 0.38852098 0.62324105 0.32537317 0.64858592 0.29000653] [ 0.74688292 0.4495335 0.34033222 0.40972728 0.35910986] [ 0.42705156 0.63235312 0.38400344 0.61169764 0.4559805 ] [ 0.77987816 0.51176297 0.4497896 0.18317977 0.33844669] [ 0.52537725 0.46650625 0.51787487 0.60684767 0.42256881] [ 0.62742769 0.51289327 0.54109637 0.45462511 0.42343448] [ 0.67983299 0.40022005 0.55885676 0.60648849 0.37658482] [ 0.64576529 0.38011598 0.66021126 0.41635487 0.45978929] [ 0.72446994 0.40400621 0.59318902 0.31857771 0.46639083] [ 0.72910989 0.37744844 0.61379885 0.23718866 0.46123843] [ 0.56892498 0.45774825 0.58501198 0.55939467 0.35610378] [ 0.48799361 0.56882671 0.31313003 0.49540251 0.4799312 ] [ 0.61896594 0.51417125 0.53773294 0.26416602 0.48419306] [ 0.83184534 0.49423907 0.49358441 0.27484321 0.41870287] [ 0.59858623 0.44805975 0.56709949 0.37319699 0.35737688] [ 0.65592592 0.39777996 0.46170508 0.40660271 0.44611294] [ 0.60945592 0.44846516 0.31979971 0.45689339 0.34328123] [ 0.25996911 0.56119894 0.51683619 0.78531385 0.61390962] [ 0.80354494 0.37980078 0.56991551 0.19259616 0.42237297] [ 0.13730677 0.59944598 0.47139387 0.88736153 0.6450292 ] [ 0.84813976 0.44381042 0.53676376 0.31318867 0.4103761 ] [ 0.41277477 0.57355331 0.38151531 0.79935455 0.36109969] [ 0.66687186 0.54529716 0.31246629 0.29885227 0.367132 ] [ 0.70236499 0.51719429 0.47718601 0.23112867 0.40997588] [ 0.25252105 0.72332099 0.39809008 0.84758471 0.53440084] [ 0.70956994 0.42939146 0.56104985 0.26976972 0.45015341] [ 0.38612654 0.54574402 0.56351083 0.59660941 0.5359967 ] [ 0.70918071 0.47150565 0.64659794 0.59307511 0.44905328] [ 0.18396567 0.61102893 0.4397154 0.89195299 0.5100634 ] [ 0.29042597 0.46459974 0.54879573 0.64146143 0.65468083] [ 0.41287676 0.5804783 0.39964572 0.44515859 0.47445549] [ 0.38693961 0.50477963 0.36899367 0.59051051 0.38669289] [ 0.67780332 0.45572895 0.66524865 0.55063887 0.49275537] [ 0.5478809 0.63785969 0.48933901 0.52346283 0.50545748] [ 0.74304355 0.4749737 0.60242686 0.47947558 0.37021326] [ 0.55599397 0.58077313 0.38890128 0.61407926 0.38306404] [ 0.80494686 0.53397305 0.61254883 0.33622293 0.42563446] [ 0.42959761 0.58231191 0.56782072 0.55223309 0.54246104] [ 0.53050363 0.48178772 0.44796954 0.43492305 0.4754443 ] [ 0.44895717 0.67092414 0.44049647 0.58260023 0.39165079] [ 0.56820179 0.48521578 0.5969188 0.56846186 0.35805627] [ 0.66746394 0.49266568 0.58335814 0.22756546 0.53291551] [ 0.56386753 0.55353905 0.36912987 0.37525479 0.37513753] [ 0.7589442 0.59490945 0.56595316 0.37299655 0.45958146] [ 0.41472589 0.57303016 0.38380548 0.68799801 0.40164572] [ 0.79986806 0.50420729 0.46502415 0.36566564 0.34888612] [ 0.68054121 0.52303135 0.46312842 0.60396258 0.44345374] [ 0.68461865 0.33590638 0.5989549 0.52590049 0.46096747] [ 0.58304001 0.50795451 0.54557972 0.69060786 0.36673907] [ 0.61560551 0.48018653 0.42656413 0.55994605 0.31934349] [ 0.65948919 0.43027176 0.53152999 0.43425822 0.47137991] [ 0.69928672 0.4913552 0.63277093 0.39588622 0.45326061] [ 0.48702948 0.46469838 0.58922759 0.39442844 0.43817224] [ 0.32344223 0.4889422 0.57841305 0.80187811 0.64622316] [ 0.557095 0.64118812 0.51077583 0.54662328 0.4315919 ] [ 0.84582526 0.36916218 0.66915474 0.25746856 0.39883205] [ 0.65085344 0.43664479 0.44459949 0.46443374 0.42635304] [ 0.51433471 0.56971273 0.43798505 0.48216675 0.43354605] [ 0.80132774 0.42730954 0.46592361 0.27587809 0.35095015] [ 0.34912697 0.62207914 0.47089811 0.60090251 0.7280035 ] [ 0.82254925 0.44848713 0.50535207 0.46936739 0.40031263] [ 0.71201364 0.33110841 0.56621489 0.36658129 0.45251195] [ 0.53430055 0.53732442 0.42552483 0.43698522 0.51132091] [ 0.55156548 0.60570607 0.38456187 0.74848318 0.48704844] [ 0.85243193 0.37133474 0.42018914 0.29133177 0.39165964] [ 0.51286386 0.59776566 0.39689685 0.35609751 0.46047399] [ 0.50310794 0.54233217 0.55072072 0.56025782 0.5069037 ] [ 0.54233674 0.50937775 0.52188248 0.43403362 0.35040649] [ 0.68633571 0.49922962 0.35141135 0.35839571 0.33779649] [ 0.51561961 0.41335237 0.4085346 0.53568814 0.58021353] [ 0.74352792 0.45756572 0.49630374 0.23387762 0.30568809] [ 0.80591918 0.42003412 0.54888903 0.20403409 0.45075282] [ 0.37328779 0.5170427 0.40922149 0.68945383 0.45979404] [ 0.59227741 0.46258176 0.51840977 0.51637451 0.47444333] [ 0.17796193 0.54256507 0.5703221 0.62606143 0.64321608] [ 0.39428626 0.54023809 0.50205713 0.68154416 0.67929601] [ 0.35484058 0.63384269 0.33604729 0.76822091 0.54013817] [ 0.46465002 0.49502044 0.45289028 0.50125812 0.60516957] [ 0.31017158 0.52775481 0.47557888 0.73029013 0.56050044] [ 0.47152984 0.48088229 0.52428439 0.6104605 0.47056798] [ 0.48017518 0.51260314 0.45674487 0.52596669 0.60492376] [ 0.57157899 0.51896088 0.47002666 0.65733562 0.38650316] [ 0.4355006 0.48505822 0.53648712 0.72573334 0.45088142] [ 0.68976534 0.49013107 0.44261998 0.38092998 0.49016186] [ 0.55527941 0.66924503 0.27133508 0.47672842 0.38667898] [ 0.33054024 0.68132962 0.34459045 0.71634867 0.49555775] [ 0.54771491 0.52964077 0.54877041 0.51923008 0.61238297] [ 0.29102293 0.48698755 0.39623656 0.66179689 0.4241327 ] [ 0.1442185 0.64772132 0.47187756 0.90548598 0.66363934] [ 0.47805996 0.54029309 0.39559069 0.5956877 0.48262241] [ 0.74401452 0.45776549 0.55574367 0.56060522 0.42269719] [ 0.85004748 0.39879323 0.5837621 0.26582162 0.39801887] [ 0.36783517 0.58730096 0.54343892 0.77296678 0.48827433] [ 0.32667172 0.64245918 0.5193255 0.62847602 0.46969719] [ 0.83661912 0.38905306 0.62005637 0.19849251 0.46906485] [ 0.76377743 0.62507134 0.38757367 0.55603661 0.41760255] [ 0.54789324 0.42741463 0.49524571 0.76760046 0.42988839] [ 0.35249336 0.52133875 0.53662845 0.68630571 0.49886689] [ 0.80124499 0.45062072 0.53855649 0.24317879 0.39433267] [ 0.57599468 0.48994832 0.52668633 0.72054167 0.41233337] [ 0.6688603 0.40891818 0.4407013 0.55496698 0.53666112] [ 0.34428376 0.69297405 0.33923383 0.67335222 0.502544 ] [ 0.36474732 0.56884344 0.50943919 0.54214422 0.46985011] [ 0.57597374 0.50686519 0.48555689 0.5554167 0.2944321 ] [ 0.59529723 0.63197396 0.50363013 0.6529304 0.33528087] [ 0.54134569 0.57034068 0.35149834 0.38571501 0.46311517] [ 0.33253694 0.6165583 0.37888406 0.73092851 0.47916144] [ 0.5172536 0.47117087 0.56888636 0.50557713 0.58573818] [ 0.67848069 0.41211099 0.60221334 0.40510061 0.46450505] [ 0.86513416 0.30637939 0.5860239 0.21585287 0.34315828] [ 0.23703996 0.51033545 0.59849116 0.83603696 0.71785103] [ 0.61941863 0.36043132 0.67506301 0.57158619 0.5016337 ] [ 0.15375247 0.61890633 0.47268122 0.80680693 0.56958234] [ 0.39755543 0.48672274 0.58815364 0.64201757 0.48172917] [ 0.66324944 0.44629464 0.51044234 0.61729186 0.34912848] [ 0.27313498 0.58446297 0.44525822 0.85473423 0.6750286 ] [ 0.69179693 0.45850281 0.55196269 0.35367685 0.50273036] [ 0.39029198 0.58758915 0.54212251 0.6816346 0.61577877] [ 0.69835476 0.42968077 0.4590579 0.31670653 0.39898108] [ 0.78630651 0.53160183 0.53898709 0.48519534 0.38431875] [ 0.37513855 0.49136338 0.49839802 0.71341074 0.48351761] [ 0.57086145 0.50086496 0.4262776 0.4185308 0.38448924] [ 0.60766246 0.47233579 0.44721153 0.41792218 0.48486871] [ 0.54122423 0.61145462 0.43912312 0.6159137 0.46150355] [ 0.5826238 0.41821101 0.56571106 0.28124309 0.59310716] [ 0.48141316 0.54136063 0.46608535 0.45176237 0.55014743] [ 0.76735052 0.3610023 0.56013027 0.29945238 0.32617579] [ 0.51671777 0.50489387 0.46125534 0.47828823 0.56740157] Progress: 56.6% ... Training loss: 0.432 ... Validation loss: 0.711[ 0.57381391 0.4263619 0.44474005 0.44102627 0.35419805] [ 0.65707989 0.65689706 0.34003996 0.4002519 0.47068783] [ 0.3924288 0.61544801 0.36516817 0.75047596 0.32826144] [ 0.74350311 0.45753129 0.49631903 0.23390313 0.3056869 ] [ 0.32745146 0.58271969 0.49635123 0.79500807 0.55861116] [ 0.75963621 0.48281023 0.62229175 0.14492739 0.5047577 ] [ 0.43747598 0.61347411 0.40297409 0.53013353 0.35589345] [ 0.53061115 0.50336637 0.50228514 0.42924563 0.31413899] [ 0.54553939 0.62229906 0.27081072 0.50674975 0.38924666] [ 0.78149559 0.41949554 0.64768574 0.50599787 0.40411179] [ 0.48846798 0.49518792 0.51724388 0.74706756 0.51356653] [ 0.57567812 0.53650145 0.5543112 0.6455088 0.33813702] [ 0.36510328 0.56873473 0.50948236 0.54191124 0.46981289] [ 0.69778054 0.5054944 0.52381336 0.48096446 0.42412614] [ 0.59708573 0.45974338 0.41790421 0.41244617 0.48455187] [ 0.41804449 0.5612979 0.59301606 0.66089051 0.46361949] [ 0.64622816 0.42676653 0.59214814 0.22638571 0.57151047] [ 0.42227081 0.59116891 0.43186618 0.67372766 0.48848197] [ 0.44978925 0.52295775 0.51514164 0.36310919 0.51764875] [ 0.17048606 0.70634177 0.38854328 0.74845707 0.44199387] [ 0.49961521 0.53026639 0.34930084 0.53224235 0.36653505] [ 0.58310702 0.48977218 0.52751085 0.48752686 0.41023314] [ 0.65337789 0.28696896 0.48940546 0.29979402 0.45254409] [ 0.5696382 0.56468029 0.44928421 0.56211772 0.38959763] [ 0.67918047 0.55098303 0.28554738 0.35767419 0.40081254] [ 0.63441709 0.5209609 0.46082965 0.66612554 0.36837162] [ 0.54658106 0.53029881 0.44415195 0.69112953 0.40456458] [ 0.4673874 0.51165714 0.46887051 0.30810752 0.51114086] [ 0.29511288 0.5384972 0.55014184 0.65772199 0.4711064 ] [ 0.61339814 0.46136874 0.54928596 0.66154742 0.53135964] [ 0.53182971 0.63942931 0.39402798 0.56572333 0.44522918] [ 0.32476643 0.4538646 0.55723472 0.48700948 0.69791623] [ 0.7467293 0.31882742 0.49121363 0.53908323 0.43214514] [ 0.74529003 0.50942103 0.48296193 0.23944632 0.36613333] [ 0.57046802 0.57004341 0.37665247 0.5072975 0.46467089] [ 0.5572443 0.53670007 0.40055969 0.41997927 0.48746287] [ 0.59850489 0.45276554 0.55685425 0.54797334 0.40475925] [ 0.53626726 0.40596484 0.58920838 0.58992017 0.41629223] [ 0.53502938 0.549709 0.47854046 0.51485697 0.48923248] [ 0.71985715 0.65116233 0.45703904 0.59716786 0.43314493] [ 0.69138222 0.5431128 0.40846315 0.42046039 0.38647917] [ 0.35252781 0.42556337 0.49537581 0.48642582 0.54719308] [ 0.62330048 0.49633464 0.38842386 0.46668755 0.46429421] [ 0.59188608 0.64213553 0.44401686 0.39302763 0.43102334] [ 0.63575713 0.54234922 0.43708887 0.42555301 0.33014396] [ 0.59178848 0.58292546 0.43264637 0.32942928 0.4825422 ] [ 0.52842219 0.60973869 0.43472945 0.74101855 0.54122672] [ 0.69470398 0.42053713 0.51127495 0.26080862 0.44743012] [ 0.80045025 0.43388338 0.54497194 0.30237366 0.44723978] [ 0.74151591 0.52616868 0.43163463 0.50256682 0.44681817] [ 0.71755871 0.58075071 0.35273862 0.49934054 0.39094894] [ 0.68527678 0.37603717 0.5769643 0.49680807 0.4762581 ] [ 0.42373161 0.50255208 0.37021013 0.52659371 0.40871826] [ 0.14137523 0.64647516 0.36449708 0.86233124 0.68641371] [ 0.3046411 0.70855363 0.37937322 0.59944275 0.45342439] [ 0.78909575 0.3474872 0.64198241 0.59155319 0.33716924] [ 0.72193086 0.33996468 0.69782878 0.43894101 0.46593866] [ 0.48908191 0.31768711 0.5033671 0.59564845 0.43562111] [ 0.56748143 0.59756095 0.41579135 0.63527373 0.48088254] [ 0.82121322 0.38006325 0.52269238 0.20487446 0.40299927] [ 0.66841372 0.45320339 0.49418463 0.59758576 0.34521995] [ 0.32086894 0.60745942 0.44930351 0.78663593 0.54157134] [ 0.52814055 0.52659218 0.53067249 0.56997083 0.56316891] [ 0.39841595 0.72625856 0.29127866 0.63101659 0.47004225] [ 0.24792137 0.63868074 0.32426424 0.80048608 0.60066851] [ 0.20829205 0.60547181 0.37891874 0.8146969 0.61517724] [ 0.79997376 0.51108444 0.36248914 0.33996713 0.39805205] [ 0.3889615 0.56061709 0.34812441 0.43519928 0.53340009] [ 0.36337056 0.55616954 0.29085147 0.80841496 0.57435825] [ 0.35097798 0.68389348 0.34886923 0.709129 0.51543299] [ 0.35706751 0.51669138 0.56225521 0.70134236 0.37597896] [ 0.52395358 0.60493046 0.39303149 0.45724958 0.34935237] [ 0.46382305 0.42363036 0.3840242 0.53250032 0.52350315] [ 0.46255678 0.49094678 0.54350098 0.68819541 0.41791895] [ 0.70263864 0.48646762 0.47950064 0.34859198 0.40989702] [ 0.564021 0.42951155 0.58452084 0.34958596 0.52861446] [ 0.69218467 0.41819042 0.60636465 0.30149822 0.43277831] [ 0.40565505 0.48426013 0.52398281 0.50504251 0.60141919] [ 0.23585836 0.64320746 0.32443796 0.67913349 0.56503709] [ 0.50466213 0.43748741 0.51205781 0.58356145 0.36195291] [ 0.75198719 0.39320715 0.56586953 0.29428343 0.32684727] [ 0.66884002 0.37318332 0.55003334 0.48857643 0.48604066] [ 0.74275245 0.44086292 0.37693451 0.31115653 0.43697978] [ 0.70524757 0.26953012 0.63537118 0.5715827 0.44952489] [ 0.67706055 0.40939781 0.65325348 0.57478625 0.4734213 ] [ 0.31074142 0.61119128 0.39028781 0.76591028 0.51611771] [ 0.16233929 0.62234278 0.41076108 0.91493391 0.63144217] [ 0.29775364 0.53746353 0.4955625 0.59985427 0.53803425] [ 0.633418 0.36549618 0.51988036 0.3338961 0.37824119] [ 0.63267147 0.51506783 0.42810224 0.42107487 0.44223248] [ 0.75623211 0.40424246 0.60662157 0.29481818 0.42543855] [ 0.56316872 0.62604138 0.37115572 0.65490113 0.36644665] [ 0.5954079 0.58882479 0.28645802 0.65964009 0.46621824] [ 0.61554056 0.58587738 0.59175582 0.45136038 0.47717451] [ 0.72713644 0.53301617 0.50448559 0.31303257 0.41294379] [ 0.50839854 0.53918911 0.35920356 0.53078809 0.54281319] [ 0.59375634 0.34489238 0.41062118 0.5125592 0.45428316] [ 0.53570122 0.43364185 0.49138212 0.35819031 0.35651009] [ 0.29931113 0.61433502 0.30433413 0.87072765 0.47179765] [ 0.26997252 0.63016368 0.39734581 0.75946028 0.4038043 ] [ 0.7053575 0.37996837 0.56495655 0.50833247 0.40258216] [ 0.44021229 0.51369285 0.49846407 0.6834145 0.3882657 ] [ 0.32746638 0.66161227 0.37327675 0.72381142 0.51853068] [ 0.53978564 0.47681552 0.44156541 0.62295185 0.29397114] [ 0.44450803 0.4531961 0.62405082 0.6566785 0.51875048] [ 0.39755898 0.59562033 0.32191318 0.66399321 0.39122748] [ 0.85174936 0.4784849 0.57913056 0.17940669 0.41446917] [ 0.67474092 0.44692373 0.45144436 0.29092348 0.36701506] [ 0.34927119 0.50549697 0.43696552 0.81527403 0.58175109] [ 0.79428392 0.36875308 0.48011994 0.33436881 0.37755235] [ 0.38456408 0.64281088 0.30140238 0.55694578 0.42762014] [ 0.5585048 0.5333941 0.53341633 0.7550473 0.35919166] [ 0.31455876 0.61545126 0.44574169 0.86045122 0.49684397] [ 0.5000815 0.47928523 0.59160999 0.65292651 0.4925655 ] [ 0.24557951 0.62063042 0.45057464 0.75753134 0.60341987] [ 0.58789979 0.47133773 0.59712206 0.49790343 0.42012295] [ 0.48373928 0.53515199 0.55928556 0.4438574 0.39351098] [ 0.64317886 0.45502548 0.42240323 0.51202402 0.57569295] [ 0.26495815 0.71809294 0.34147164 0.70751366 0.53148014] [ 0.28760613 0.70964414 0.36809659 0.74924481 0.52565847] [ 0.77206132 0.48603945 0.54790876 0.3729296 0.45866841] [ 0.75310532 0.41067358 0.39659907 0.16417315 0.30766956] [ 0.41053681 0.51454029 0.30490719 0.79052867 0.53120154] [ 0.71199312 0.41061001 0.47959207 0.57043003 0.3098929 ] [ 0.66366025 0.52945287 0.53138153 0.38418599 0.45064061] [ 0.86996145 0.44605097 0.52325792 0.18823935 0.356281 ] [ 0.43027167 0.51232347 0.43189038 0.71716789 0.41198783] [ 0.75360219 0.38394438 0.60669705 0.13672727 0.36305436] Progress: 56.6% ... Training loss: 0.432 ... Validation loss: 0.710[ 0.59539815 0.45539415 0.47987806 0.47544192 0.5958612 ] [ 0.67277396 0.5464929 0.39373233 0.47776785 0.31793348] [ 0.31468101 0.56289027 0.47937969 0.77781402 0.56924257] [ 0.47791886 0.62502945 0.43009054 0.59776961 0.47323693] [ 0.2007844 0.50095945 0.45563042 0.88813248 0.68406622] [ 0.25708097 0.63517542 0.40032779 0.80514685 0.43943487] [ 0.47972446 0.50706045 0.44124878 0.6011155 0.45802118] [ 0.45075949 0.61637747 0.39818773 0.51706614 0.47265475] [ 0.56899778 0.52398946 0.47935861 0.48703395 0.40158621] [ 0.69881888 0.28431495 0.54853005 0.32188429 0.45474137] [ 0.70916133 0.54589743 0.54293485 0.45583017 0.50898901] [ 0.66632961 0.54567451 0.31234051 0.2992688 0.36725044] [ 0.71001466 0.38800717 0.60089474 0.55433756 0.46112927] [ 0.62759407 0.36874173 0.64183736 0.46031159 0.47516966] [ 0.56172675 0.28461797 0.55724964 0.27614376 0.58890869] [ 0.83006409 0.36433867 0.64692462 0.24846304 0.42494394] [ 0.47733395 0.44002917 0.59849182 0.56092293 0.39461101] [ 0.28102483 0.6505446 0.4052818 0.7408773 0.52535192] [ 0.66763686 0.4428485 0.48567449 0.60536967 0.31610757] [ 0.31164351 0.6665936 0.44370589 0.71157212 0.51364032] [ 0.66708986 0.60619125 0.34547659 0.35725801 0.39312321] [ 0.51796278 0.61841291 0.46015789 0.34498263 0.40246772] [ 0.35821085 0.63121313 0.44919496 0.63507781 0.53741422] [ 0.35645576 0.47440628 0.45979396 0.70323494 0.45907273] [ 0.52982229 0.55252345 0.32821879 0.5940638 0.56979605] [ 0.68659 0.39541585 0.66360086 0.57592084 0.44943904] [ 0.7949191 0.30685775 0.62368159 0.19351948 0.49484594] [ 0.25635927 0.60929991 0.38650293 0.85012813 0.55433274] [ 0.49540566 0.39478089 0.60723171 0.63833452 0.61572189] [ 0.36785488 0.59271205 0.55015326 0.87245883 0.62399383] [ 0.65056138 0.6705255 0.4355895 0.5340536 0.36481956] [ 0.49716843 0.53894977 0.48291868 0.48457373 0.52565369] [ 0.63671388 0.39752173 0.54309824 0.55669922 0.35043013] [ 0.71511432 0.46216519 0.45562764 0.21762389 0.47061534] [ 0.54618264 0.5789818 0.52395491 0.41238131 0.43031045] [ 0.20161832 0.55487092 0.35482559 0.66324302 0.54009027] [ 0.52934122 0.50373565 0.46860615 0.50846431 0.42648941] [ 0.42285509 0.56412051 0.39422575 0.38945216 0.42565898] [ 0.34993649 0.62093498 0.43111577 0.63986695 0.50525883] [ 0.73478444 0.52394409 0.35691671 0.47837637 0.38952918] [ 0.6542503 0.45788801 0.49962271 0.35823543 0.52644594] [ 0.6518087 0.51751988 0.40348313 0.67497093 0.5193831 ] [ 0.43332831 0.50072495 0.41445737 0.6470342 0.59750509] [ 0.26013087 0.57144523 0.50332089 0.80234103 0.5451286 ] [ 0.49993479 0.55613305 0.46009192 0.59237678 0.37744425] [ 0.64943185 0.40596771 0.50364395 0.32889297 0.37279713] [ 0.45487016 0.58427132 0.48112469 0.78684615 0.60130815] [ 0.63104092 0.54604159 0.59388825 0.28015493 0.56453092] [ 0.8770016 0.34880798 0.56543626 0.19640344 0.41294063] [ 0.56014971 0.4122505 0.46292216 0.46210059 0.50474171] [ 0.64600923 0.61104799 0.44338909 0.48200534 0.39934294] [ 0.63641819 0.49273856 0.45030194 0.53637087 0.4791482 ] [ 0.47999933 0.56469204 0.54329465 0.85142431 0.541577 ] [ 0.42289152 0.46671434 0.48516642 0.77709546 0.54796637] [ 0.29151025 0.61747206 0.34261206 0.76631365 0.50628498] [ 0.75360036 0.3621628 0.55869552 0.35097314 0.35433698] [ 0.57088352 0.40430766 0.45805677 0.65291699 0.37122403] [ 0.46288149 0.47010923 0.43767182 0.49368606 0.42686112] [ 0.60974727 0.42061417 0.49436864 0.61210831 0.37492224] [ 0.22360638 0.73886417 0.29371875 0.75138014 0.57675905] [ 0.76922837 0.46563155 0.63386858 0.26587394 0.52188113] [ 0.74902638 0.42951554 0.40686977 0.62578955 0.3948937 ] [ 0.55527194 0.48378743 0.60663501 0.3019184 0.58351933] [ 0.50184051 0.55879644 0.5371568 0.54752727 0.44131542] [ 0.60176364 0.55589306 0.51404841 0.47463944 0.47619844] [ 0.81907768 0.40283163 0.39308394 0.29250904 0.38200544] [ 0.40545584 0.57697667 0.49146456 0.41015056 0.49858145] [ 0.57931687 0.46995992 0.47969968 0.47327139 0.49280773] [ 0.62914075 0.60888849 0.44803753 0.57432233 0.35969748] [ 0.76771946 0.55104009 0.46974773 0.3044884 0.30655409] [ 0.46525784 0.71051446 0.25186327 0.47054667 0.3830256 ] [ 0.60198486 0.46705073 0.41404046 0.43382717 0.46650888] [ 0.75649011 0.40641614 0.49014684 0.17967516 0.37477121] [ 0.75657147 0.44778639 0.60951172 0.16933862 0.45677062] [ 0.42243073 0.46360832 0.47729717 0.71839529 0.43387735] [ 0.72667605 0.46444543 0.36679535 0.39003085 0.45569786] [ 0.54328234 0.479841 0.62783169 0.41388298 0.48229834] [ 0.50369051 0.69180688 0.34613867 0.59645112 0.51437889] [ 0.56705601 0.40295502 0.42703524 0.37588821 0.40393508] [ 0.27049818 0.60433807 0.45921165 0.73775905 0.61590916] [ 0.1360907 0.68512618 0.39550461 0.80091236 0.52287509] [ 0.77459133 0.50281859 0.55064135 0.2197075 0.50121475] [ 0.38429778 0.64745758 0.45533226 0.54600728 0.41766687] [ 0.45720394 0.51581092 0.52343306 0.53647084 0.49040653] [ 0.29701514 0.61336176 0.4155759 0.84342263 0.52083784] [ 0.42231112 0.60149014 0.41031413 0.53032613 0.35466087] [ 0.39270868 0.54000619 0.57063555 0.71476465 0.41406429] [ 0.8164595 0.37198317 0.58441366 0.21923175 0.48349093] [ 0.60747892 0.47262331 0.44708932 0.41806971 0.48495518] [ 0.60721945 0.52435442 0.42560781 0.41731742 0.46580353] [ 0.64963586 0.51068954 0.49838033 0.33367368 0.51522551] [ 0.5034504 0.60604757 0.3806386 0.60032512 0.41368142] [ 0.65348338 0.49986174 0.53385154 0.63327503 0.29038101] [ 0.67877884 0.55020801 0.57901609 0.36233439 0.38533055] [ 0.60054767 0.45122795 0.59951785 0.40231829 0.46754837] [ 0.55026422 0.34342228 0.38511417 0.59135023 0.35960875] [ 0.6493128 0.48849955 0.52763091 0.65295449 0.3331361 ] [ 0.35356071 0.53962261 0.46452064 0.66823811 0.5343184 ] [ 0.89076837 0.36836264 0.60587801 0.13561941 0.29690878] [ 0.77742464 0.304792 0.73992718 0.21161599 0.45942126] [ 0.18532211 0.67812505 0.3738445 0.84115439 0.50682397] [ 0.53120817 0.51262655 0.54677681 0.60997023 0.38525222] [ 0.59741637 0.49463209 0.43206192 0.53200224 0.34067344] [ 0.64386578 0.47895852 0.4955792 0.3260705 0.41027938] [ 0.38382298 0.53838072 0.33813465 0.6767772 0.48392697] [ 0.50154365 0.49552127 0.47337047 0.6861128 0.32872188] [ 0.48228286 0.55821757 0.56279429 0.72265881 0.39571118] [ 0.53528531 0.45804119 0.55127558 0.67030182 0.35186109] [ 0.61399412 0.62208579 0.50097846 0.34715576 0.65350566] [ 0.76274195 0.37766747 0.5278914 0.26299668 0.47446298] [ 0.71462532 0.55725941 0.40809067 0.3797812 0.37075509] [ 0.83006409 0.36433867 0.64692462 0.24846304 0.42494394] [ 0.60627694 0.33599363 0.4045717 0.68438351 0.37334661] [ 0.57577992 0.47843318 0.42692821 0.28567284 0.44140353] [ 0.74302239 0.39618136 0.4782098 0.2134649 0.40332147] [ 0.45704986 0.56036637 0.40706742 0.33445055 0.39296415] [ 0.71051382 0.34546717 0.52356 0.30399864 0.49841192] [ 0.51538351 0.39163336 0.43058503 0.5492087 0.51598477] [ 0.61526966 0.38931895 0.47248948 0.34229839 0.36185963] [ 0.45192108 0.71244352 0.46814932 0.61388455 0.4657801 ] [ 0.76607301 0.42208335 0.48294123 0.25606173 0.33693507] [ 0.41284472 0.57389466 0.3813621 0.79926697 0.36122497] [ 0.62405225 0.55269456 0.28171909 0.43720939 0.33928055] [ 0.49789841 0.536693 0.58147187 0.69108113 0.42014863] [ 0.53561282 0.40282344 0.58302776 0.37477818 0.54374986] [ 0.31948161 0.68449445 0.39931933 0.709774 0.45630977] [ 0.71683748 0.41570949 0.60481485 0.63099681 0.42552333] [ 0.6555902 0.43197821 0.46983378 0.63427162 0.41661788] Progress: 56.7% ... Training loss: 0.432 ... Validation loss: 0.710[ 0.52862445 0.52666605 0.53062551 0.5697258 0.56322102] [ 0.58138222 0.62503529 0.33580124 0.57325988 0.46308862] [ 0.48944203 0.59298854 0.43844537 0.67475491 0.5540747 ] [ 0.60058769 0.49272786 0.5290055 0.56832029 0.35076756] [ 0.62655322 0.48865551 0.37867214 0.38191359 0.38871075] [ 0.5985034 0.42490217 0.69384815 0.62670975 0.39386145] [ 0.48331235 0.64134133 0.46522447 0.70330901 0.46957841] [ 0.55952116 0.6285318 0.38744901 0.39237461 0.45376694] [ 0.41196131 0.71201472 0.32569295 0.6164981 0.4043983 ] [ 0.44861101 0.50148338 0.57586087 0.77803878 0.49228286] [ 0.30687701 0.54187773 0.56549295 0.73714518 0.63157584] [ 0.32492514 0.54661702 0.47578724 0.73960155 0.60907065] [ 0.62942173 0.5917618 0.54643145 0.60767345 0.46235706] [ 0.65228089 0.57672703 0.46281878 0.60173543 0.34847116] [ 0.43652317 0.48072602 0.48172172 0.60402008 0.52697581] [ 0.37824032 0.56537203 0.3993547 0.82102899 0.59116387] [ 0.57457943 0.51635461 0.41695881 0.52345447 0.54475586] [ 0.68220117 0.30308321 0.60118966 0.24444733 0.38067507] [ 0.4443585 0.56384351 0.36348433 0.35572575 0.51140142] [ 0.46885458 0.5157894 0.30439674 0.7852553 0.41590488] [ 0.53155743 0.52272836 0.40510667 0.58410042 0.4855235 ] [ 0.60872187 0.36841987 0.65440225 0.33518648 0.47491082] [ 0.49220783 0.61236491 0.36182509 0.39174054 0.42104127] [ 0.70818109 0.46550602 0.50487943 0.32176872 0.46676127] [ 0.56310904 0.60268552 0.40294557 0.57702783 0.41087049] [ 0.64290809 0.41242901 0.36979651 0.24563117 0.31123381] [ 0.62282618 0.37572944 0.48429937 0.42832497 0.4595651 ] [ 0.63205751 0.63376653 0.41289436 0.63540745 0.34220418] [ 0.52863284 0.5438348 0.40370186 0.51917167 0.5617535 ] [ 0.57504615 0.5298479 0.4020306 0.37545662 0.4304346 ] [ 0.52719164 0.42355455 0.67432037 0.52993629 0.4335301 ] [ 0.58372381 0.51355215 0.49430019 0.61110476 0.50600373] [ 0.31497628 0.51571039 0.51807332 0.56371684 0.52416776] [ 0.47012452 0.62892226 0.53510848 0.65330871 0.47234377] [ 0.80850963 0.48918237 0.52157394 0.32039056 0.33716095] [ 0.61255132 0.45515806 0.57674198 0.56592881 0.55515258] [ 0.57546854 0.52482281 0.38103629 0.5632341 0.51675896] [ 0.77722858 0.33560754 0.62472172 0.35400228 0.33150769] [ 0.81750624 0.39797916 0.4977451 0.25163259 0.45367581] [ 0.41498169 0.64578314 0.49146832 0.53727273 0.57427216] [ 0.36352008 0.53627571 0.45735543 0.82419108 0.57580802] [ 0.77944508 0.45368932 0.53328449 0.35527429 0.40434981] [ 0.22879079 0.605388 0.32977198 0.80122319 0.52766511] [ 0.32875463 0.53468763 0.48357102 0.65249697 0.46862647] [ 0.61093484 0.33946966 0.4653267 0.54714654 0.37672518] [ 0.33596335 0.55801954 0.59518882 0.49717753 0.50994677] [ 0.27185542 0.64857977 0.44099351 0.73092947 0.56222606] [ 0.74070521 0.51249124 0.52464603 0.31091009 0.36567527] [ 0.57820324 0.46610818 0.71101698 0.56643444 0.54134968] [ 0.39640342 0.54406414 0.46156031 0.74304865 0.65024064] [ 0.3890567 0.49280294 0.47109292 0.72774314 0.43155553] [ 0.72942722 0.5419941 0.45696297 0.33153673 0.43077201] [ 0.63543745 0.48764545 0.5860737 0.71709009 0.41887387] [ 0.48507704 0.61476148 0.51556351 0.6563613 0.45776758] [ 0.4409167 0.55052724 0.42124233 0.39569275 0.38520481] [ 0.86185034 0.38386675 0.59957372 0.30149153 0.31585984] [ 0.591003 0.41977202 0.57302357 0.47770468 0.37314862] [ 0.62460364 0.48153121 0.44724316 0.29909054 0.3720684 ] [ 0.71982156 0.43567212 0.60938417 0.52728498 0.47266771] [ 0.85322176 0.41638134 0.54089301 0.24695356 0.41311714] [ 0.16932243 0.71093267 0.36155679 0.88125816 0.65085117] [ 0.68368478 0.40532349 0.49504647 0.13992679 0.33626509] [ 0.56349641 0.53405422 0.51737776 0.39284797 0.48665943] [ 0.70175703 0.47994097 0.44225371 0.34630524 0.56015816] [ 0.68145958 0.52262784 0.46327899 0.60329913 0.44331444] [ 0.28156607 0.53878259 0.4238623 0.82773424 0.49971066] [ 0.75558775 0.33280319 0.57675762 0.38357287 0.43041621] [ 0.50693634 0.47480456 0.57252372 0.62798494 0.45102074] [ 0.37389521 0.56083173 0.27506897 0.69775183 0.37789507] [ 0.55394097 0.59276888 0.40444085 0.41392304 0.58786112] [ 0.73450403 0.47874877 0.49586005 0.34563611 0.51200855] [ 0.71589779 0.53652796 0.35142641 0.48066868 0.4125378 ] [ 0.69812265 0.50541817 0.52384262 0.4806507 0.42410492] [ 0.437406 0.60150762 0.34759328 0.57261962 0.43537924] [ 0.48836074 0.49892275 0.61200169 0.66172696 0.35679994] [ 0.70378462 0.45817039 0.47090384 0.21158069 0.39286603] [ 0.28653532 0.54144549 0.50166294 0.79813356 0.64217673] [ 0.77208633 0.4570328 0.4120348 0.2293999 0.25591217] [ 0.47317794 0.53601093 0.57227877 0.51313369 0.47525054] [ 0.38020485 0.54209922 0.35588684 0.62140151 0.57234067] [ 0.75597486 0.38585301 0.53959851 0.19765141 0.40494489] [ 0.44060024 0.50102046 0.62307176 0.72373701 0.5653723 ] [ 0.48998429 0.62225786 0.45385195 0.5401143 0.48941065] [ 0.68617888 0.29285307 0.58292111 0.60620723 0.48268298] [ 0.79231062 0.42644204 0.53646886 0.31735844 0.34543885] [ 0.50354685 0.61620467 0.38191263 0.79911069 0.59129404] [ 0.76594075 0.36342997 0.61126399 0.30852319 0.47058716] [ 0.74235009 0.5064916 0.31112013 0.45853063 0.39853355] [ 0.48619723 0.61213608 0.57400193 0.6516418 0.52600606] [ 0.34242971 0.55919489 0.38676546 0.61616807 0.46821497] [ 0.62049911 0.34492824 0.5225831 0.31991257 0.49764164] [ 0.13687369 0.55642006 0.43481283 0.82430142 0.60832183] [ 0.52061566 0.67777629 0.3234181 0.3993933 0.39727947] [ 0.31424065 0.553626 0.40255166 0.81337123 0.55973588] [ 0.63476042 0.49992655 0.45444692 0.50227082 0.50382461] [ 0.60562299 0.47179535 0.46861399 0.70666618 0.38307951] [ 0.66692197 0.61681762 0.41688045 0.2633574 0.36213119] [ 0.3128005 0.66649708 0.51918883 0.72109929 0.53227733] [ 0.29313625 0.54462083 0.57632213 0.67282678 0.67960086] [ 0.623757 0.37138189 0.58282071 0.43994953 0.41223013] [ 0.53227339 0.6060988 0.55757592 0.55738495 0.43036185] [ 0.39493876 0.52106651 0.47525553 0.70982941 0.37460937] [ 0.64251892 0.5450273 0.69087106 0.44832086 0.49017943] [ 0.51509136 0.39179224 0.4305191 0.54937859 0.51603955] [ 0.82129315 0.5329507 0.49897031 0.35137732 0.42992145] [ 0.77656221 0.46731281 0.57646119 0.3041599 0.44993726] [ 0.62078617 0.42949086 0.41929993 0.446226 0.40572725] [ 0.44113911 0.67970213 0.41592839 0.52546442 0.30489834] [ 0.32504365 0.54456843 0.38601323 0.78128661 0.47073054] [ 0.58413436 0.49649617 0.59694473 0.26489055 0.38175635] [ 0.72823049 0.47838865 0.50623316 0.42224923 0.44003062] [ 0.55531853 0.55402262 0.56371598 0.6825417 0.42483864] [ 0.5604978 0.4645111 0.42362504 0.52813653 0.44159119] [ 0.29628204 0.66741523 0.30666336 0.66830158 0.57094691] [ 0.53692287 0.40522849 0.48899742 0.20567378 0.44824502] [ 0.38361087 0.63892715 0.42741477 0.69405417 0.32743411] [ 0.56972622 0.48707127 0.42704537 0.54818533 0.56755533] [ 0.66147214 0.55880286 0.40388819 0.43371202 0.45080712] [ 0.47530494 0.57559451 0.53977424 0.60768199 0.56294408] [ 0.16386662 0.53667631 0.3850598 0.90935736 0.6571614 ] [ 0.59681805 0.57492461 0.31515877 0.45764321 0.3975218 ] [ 0.33855166 0.64988517 0.31244548 0.78137376 0.51792141] [ 0.33575331 0.50182853 0.6094699 0.80630416 0.65786699] [ 0.79431565 0.54847415 0.46780534 0.45121907 0.41548912] [ 0.52576383 0.55208941 0.56282681 0.43092909 0.57348864] [ 0.65444832 0.4351912 0.54073007 0.30404735 0.54611577] [ 0.70175982 0.4148202 0.46311479 0.29329672 0.49097237] [ 0.44328372 0.61892946 0.52031168 0.30093595 0.46294537] Progress: 56.8% ... Training loss: 0.431 ... Validation loss: 0.708[ 0.69754348 0.53543674 0.39175474 0.43105908 0.47501017] [ 0.45832847 0.66635179 0.26574223 0.68863282 0.37647882] [ 0.26745373 0.60371174 0.51289346 0.77794898 0.61725152] [ 0.85724635 0.43324565 0.55816373 0.29709855 0.3179941 ] [ 0.52181805 0.62166856 0.34575235 0.67640764 0.44126861] [ 0.59343773 0.5579143 0.37754994 0.39582099 0.41950493] [ 0.86825462 0.39165221 0.53456575 0.27656774 0.33809584] [ 0.80231961 0.42783134 0.50615598 0.2267642 0.34530397] [ 0.78964674 0.39368431 0.43862762 0.25210488 0.36631681] [ 0.486881 0.51235155 0.62426758 0.60250141 0.44953287] [ 0.30559296 0.6730435 0.46910189 0.73195876 0.50607101] [ 0.75483184 0.43392066 0.43727219 0.37978311 0.51143192] [ 0.59537996 0.63517615 0.24441915 0.54285785 0.38687813] [ 0.68096382 0.48899756 0.67581803 0.44348493 0.43668808] [ 0.81752471 0.40859807 0.61759145 0.28527054 0.37466431] [ 0.71408788 0.48830386 0.59035504 0.48082124 0.46580293] [ 0.76970479 0.38210774 0.53014478 0.49602722 0.3605119 ] [ 0.26935224 0.61471483 0.37167219 0.84191685 0.60215856] [ 0.41296205 0.58821098 0.43005643 0.48687653 0.54185167] [ 0.77502766 0.40152882 0.57172293 0.3839576 0.45942439] [ 0.58218891 0.53653579 0.36284477 0.43639568 0.38704652] [ 0.66397281 0.55388483 0.51157889 0.57100919 0.44463302] [ 0.27699557 0.63497605 0.29206075 0.78147387 0.45120866] [ 0.64618651 0.54292946 0.44784991 0.38320828 0.4975635 ] [ 0.56913626 0.56710826 0.44002629 0.50796114 0.48116972] [ 0.53092513 0.60374906 0.35124631 0.54127695 0.32725069] [ 0.54780189 0.56660159 0.43100341 0.56781209 0.54105292] [ 0.34805348 0.68443976 0.38547737 0.50204604 0.52870781] [ 0.59560392 0.58944401 0.28622635 0.65934344 0.46648758] [ 0.71150034 0.36344947 0.63816303 0.28370671 0.48068088] [ 0.60142276 0.38612465 0.48419796 0.63391272 0.40162049] [ 0.62923815 0.54582934 0.48975462 0.32099951 0.44213029] [ 0.37828894 0.60915445 0.54043717 0.69305824 0.54028838] [ 0.7140743 0.37587621 0.616127 0.33291239 0.46430056] [ 0.315088 0.61393429 0.52655648 0.70611863 0.4488576 ] [ 0.63994532 0.39924396 0.56274484 0.3157225 0.42390706] [ 0.36169864 0.58264126 0.45109875 0.56617673 0.55937918] [ 0.83178278 0.38383823 0.57931036 0.2794541 0.38986098] [ 0.3948165 0.52308676 0.49409001 0.60701962 0.61018694] [ 0.2277054 0.55324455 0.37583895 0.83981758 0.48245002] [ 0.74683361 0.27992807 0.52096708 0.28883399 0.44705586] [ 0.85628474 0.36760421 0.64563582 0.14742118 0.31488969] [ 0.39238147 0.58597437 0.42488041 0.48265552 0.45748319] [ 0.57320113 0.50782484 0.50656001 0.64359133 0.40897946] [ 0.72542137 0.46537346 0.62997912 0.29945892 0.48789625] [ 0.71204956 0.46413831 0.47172791 0.29917883 0.51761475] [ 0.86629146 0.41954483 0.41264942 0.26722664 0.37847223] [ 0.45514298 0.42806615 0.55290659 0.34445225 0.39094673] [ 0.73410107 0.37811188 0.50503082 0.23406166 0.36016185] [ 0.50086335 0.53149703 0.50563906 0.64943737 0.44688009] [ 0.83540095 0.5066509 0.56139875 0.25211343 0.39607073] [ 0.6618858 0.4401801 0.58121887 0.37217914 0.4008642 ] [ 0.64133607 0.52535267 0.53432098 0.66909936 0.44896589] [ 0.58052669 0.62591508 0.43309522 0.49274202 0.43071874] [ 0.32798277 0.60757671 0.43668663 0.5782232 0.35553867] [ 0.28716699 0.59116575 0.52190139 0.83904361 0.60454377] [ 0.52171376 0.44510695 0.50122403 0.55448278 0.42838644] [ 0.74576291 0.36529189 0.49267088 0.35783274 0.43854493] [ 0.71942751 0.50737193 0.47010394 0.23781201 0.43180953] [ 0.22236778 0.62337443 0.47434933 0.73006351 0.55774186] [ 0.78504618 0.43773612 0.53193341 0.27095212 0.42866892] [ 0.32308511 0.56081095 0.39327083 0.65496964 0.50483729] [ 0.3459486 0.59802458 0.44044042 0.74322156 0.47286628] [ 0.54971469 0.52795414 0.53474904 0.68415179 0.36925127] [ 0.41750632 0.57366408 0.4615387 0.78325379 0.46835936] [ 0.39667335 0.50374472 0.48298035 0.52176296 0.47924384] [ 0.71956646 0.42478507 0.37248524 0.27170141 0.3278983 ] [ 0.44523707 0.61815048 0.52062916 0.29999902 0.4626492 ] [ 0.34277713 0.67797769 0.31353425 0.70128177 0.46415509] [ 0.58219452 0.49651116 0.50178494 0.66303138 0.33282037] [ 0.61253875 0.44077464 0.65286321 0.59448579 0.4803029 ] [ 0.24659446 0.63083478 0.47890597 0.86535279 0.41350644] [ 0.76143543 0.45744448 0.49270016 0.35331753 0.46707503] [ 0.31299117 0.6276037 0.34591487 0.70728469 0.43113212] [ 0.73597073 0.50929694 0.57936289 0.53398302 0.41771894] [ 0.34590301 0.44441305 0.43101227 0.60218628 0.6162426 ] [ 0.76986639 0.39630962 0.42561707 0.24953507 0.34393902] [ 0.39021912 0.60610414 0.43026394 0.84123689 0.48009661] [ 0.45608527 0.55631933 0.33715039 0.51066598 0.48995009] [ 0.46822056 0.61127618 0.36783276 0.86128779 0.47154501] [ 0.54721343 0.5512846 0.52731429 0.76572479 0.55693419] [ 0.63538043 0.56987572 0.48798787 0.57658925 0.48594918] [ 0.29426651 0.59525941 0.47355183 0.71136787 0.47715106] [ 0.54952728 0.61186277 0.39132954 0.4799002 0.39582075] [ 0.23820917 0.69697491 0.41383525 0.73900951 0.56569781] [ 0.53289343 0.64198373 0.34318733 0.63397149 0.50596897] [ 0.62898428 0.58794244 0.45823958 0.38349817 0.37783846] [ 0.52088001 0.39983284 0.45194122 0.73524645 0.43993558] [ 0.33362296 0.67264963 0.45556003 0.695348 0.68938168] [ 0.78735317 0.42853572 0.59160168 0.28114601 0.45290359] [ 0.75629429 0.40771601 0.57246101 0.59146486 0.38457676] [ 0.42690149 0.52896833 0.36473152 0.70000408 0.32285021] [ 0.71506306 0.36096173 0.53358666 0.65117401 0.46772097] [ 0.58476658 0.48389408 0.50503959 0.3763675 0.5926073 ] [ 0.52615328 0.4660697 0.45514494 0.67901474 0.35924812] [ 0.517077 0.53536537 0.48919253 0.72716283 0.41968037] [ 0.56017673 0.43276708 0.39146479 0.4959416 0.53715243] [ 0.48905391 0.54820346 0.56702287 0.35231488 0.55366309] [ 0.59264709 0.33530993 0.42675479 0.61594366 0.37579012] [ 0.44743127 0.66527836 0.51351194 0.70661403 0.54406559] [ 0.43299105 0.47305282 0.48589206 0.75701961 0.47976134] [ 0.61220941 0.45038072 0.50082948 0.43651813 0.41591536] [ 0.43706919 0.6491519 0.43220942 0.82239473 0.50387404] [ 0.62726565 0.53010904 0.42064333 0.44782568 0.48705596] [ 0.64067593 0.47465309 0.56655261 0.621643 0.43161523] [ 0.54917593 0.65125819 0.34124708 0.57779054 0.46669832] [ 0.43905249 0.5007489 0.45777204 0.61740791 0.38515521] [ 0.31240322 0.64480304 0.36544046 0.88071195 0.54102245] [ 0.6259936 0.55723074 0.44898602 0.64407702 0.58190178] [ 0.62598879 0.56616268 0.51331264 0.4700417 0.50918371] [ 0.75885378 0.43452269 0.59730807 0.34853388 0.46920024] [ 0.74433128 0.3954844 0.47848003 0.21273186 0.40306013] [ 0.54704875 0.67955088 0.25372107 0.75073715 0.46652564] [ 0.55011499 0.55151447 0.3935308 0.66543804 0.59791195] [ 0.17894532 0.67528651 0.41352777 0.76793782 0.49095522] [ 0.20274439 0.64284051 0.42552193 0.83564551 0.42515461] [ 0.56194515 0.62702848 0.37075148 0.65528843 0.3668317 ] [ 0.55419732 0.54129377 0.46188012 0.45752076 0.50474569] [ 0.5818061 0.56291591 0.40384241 0.53944146 0.36352205] [ 0.60531527 0.39945307 0.48216742 0.46503791 0.45445841] [ 0.65709675 0.35691677 0.60987411 0.38525173 0.58885106] [ 0.26619008 0.71069787 0.44573906 0.80323205 0.54358319] [ 0.44843217 0.62151486 0.4745878 0.76872592 0.44285151] [ 0.63588588 0.44344151 0.67103496 0.74760421 0.42002458] [ 0.50444696 0.69180885 0.34613455 0.59588158 0.5144163 ] [ 0.23496132 0.75516264 0.44722667 0.70161831 0.54585736] [ 0.72083359 0.44211495 0.49037532 0.29243023 0.40126777] [ 0.45834278 0.5672911 0.32863036 0.64458675 0.53937987] Progress: 56.8% ... Training loss: 0.431 ... Validation loss: 0.707[ 0.31131515 0.69285673 0.32878244 0.85309593 0.46443518] [ 0.33813596 0.52429626 0.38096817 0.62197275 0.43520425] [ 0.53202221 0.49995316 0.45876163 0.81696642 0.5133798 ] [ 0.41942372 0.62066788 0.44356033 0.74906435 0.56670148] [ 0.38955094 0.56107878 0.34794535 0.43482341 0.53358403] [ 0.78832786 0.51114171 0.41494115 0.325127 0.28908687] [ 0.61065727 0.63842898 0.37937297 0.44037238 0.40723111] [ 0.77541893 0.50546752 0.44358133 0.28897925 0.32201323] [ 0.68497608 0.56449625 0.4130631 0.51757701 0.37424743] [ 0.57307721 0.56456781 0.44047562 0.55341977 0.30763405] [ 0.59098687 0.608171 0.54317089 0.45030692 0.4159619 ] [ 0.54902029 0.4788113 0.44122687 0.73287585 0.39055681] [ 0.64353267 0.48409036 0.58019695 0.36439246 0.41939933] [ 0.67884983 0.59716761 0.34772738 0.5181911 0.34464225] [ 0.54298502 0.68803811 0.4379478 0.5404715 0.46357219] [ 0.3510967 0.6133563 0.4245909 0.76849208 0.40540795] [ 0.3630802 0.60638224 0.43886955 0.55946707 0.44422397] [ 0.35180893 0.58799164 0.40483464 0.61861436 0.47794273] [ 0.50233776 0.4861554 0.45238093 0.60453584 0.41931211] [ 0.46768639 0.60022822 0.49282406 0.39051896 0.43397367] [ 0.26985241 0.49049204 0.42510346 0.68788355 0.47412043] [ 0.3111087 0.59391186 0.50904024 0.78666852 0.53073637] [ 0.78779321 0.47773904 0.65528085 0.226648 0.44436653] [ 0.77940782 0.45545768 0.45933542 0.25624148 0.40680436] [ 0.24220125 0.68767206 0.41722765 0.88579851 0.60935288] [ 0.71662056 0.42583339 0.57552451 0.3856013 0.42264442] [ 0.68506746 0.33609634 0.59886481 0.52549637 0.46107557] [ 0.28500192 0.64028861 0.39661322 0.59474468 0.44479585] [ 0.66364552 0.52968942 0.5312736 0.38421448 0.45073108] [ 0.69076649 0.33217911 0.54681844 0.69519789 0.43847545] [ 0.7624531 0.57233621 0.50915862 0.45155914 0.46223404] [ 0.69580345 0.42463459 0.56981356 0.54644261 0.4611159 ] [ 0.30688362 0.64310906 0.51043542 0.77943687 0.6364924 ] [ 0.53567925 0.50970651 0.39491418 0.52369797 0.3872919 ] [ 0.52438168 0.50880611 0.64370018 0.5929298 0.5149916 ] [ 0.67311562 0.58293978 0.45297903 0.52593287 0.32977764] [ 0.48761587 0.57952101 0.44277183 0.72499054 0.45166134] [ 0.70203136 0.45752776 0.47258687 0.40482022 0.34952973] [ 0.45976113 0.55694785 0.43328231 0.47472572 0.51758048] [ 0.77190822 0.49217755 0.58877642 0.46611677 0.3954046 ] [ 0.43296963 0.49389892 0.50928961 0.51836343 0.52504948] [ 0.50506555 0.60794788 0.42395193 0.66048136 0.43080144] [ 0.74427336 0.55106764 0.42547057 0.59817267 0.42160617] [ 0.30999785 0.36553242 0.52529153 0.57241678 0.63084477] [ 0.60411522 0.53305675 0.54716474 0.35245839 0.34627631] [ 0.53880805 0.50014239 0.52384951 0.72466942 0.54652245] [ 0.11337294 0.70759774 0.52261392 0.77027136 0.5828644 ] [ 0.48328896 0.61164014 0.39625842 0.57031813 0.4305806 ] [ 0.69489149 0.43268508 0.58442171 0.33288681 0.43502015] [ 0.4981562 0.48087147 0.5909941 0.65350762 0.4932018 ] [ 0.60669403 0.55272117 0.52670495 0.39722242 0.41931008] [ 0.48345565 0.67019314 0.41124879 0.46964686 0.51151254] [ 0.43439218 0.59187547 0.40921347 0.76184899 0.61108503] [ 0.35139371 0.72599939 0.32248015 0.65217538 0.49135416] [ 0.30704019 0.49259943 0.5125327 0.51806715 0.52517706] [ 0.5986866 0.63689467 0.32022965 0.43625307 0.36389795] [ 0.70976653 0.46130005 0.47406191 0.19307268 0.41435243] [ 0.57724807 0.52555729 0.48969833 0.46784615 0.32319615] [ 0.31738613 0.54883473 0.48007569 0.72414706 0.41031336] [ 0.42554683 0.35061465 0.56320544 0.59406869 0.55781402] [ 0.77873762 0.36393655 0.63059156 0.43902225 0.33464727] [ 0.59160347 0.63917475 0.50373921 0.61169702 0.36524779] [ 0.56450024 0.56639338 0.39190813 0.44110338 0.47270485] [ 0.37549524 0.43251673 0.4237307 0.73868641 0.43515122] [ 0.47246845 0.4738826 0.48876851 0.82696888 0.52621774] [ 0.62860884 0.58207821 0.50748377 0.68318102 0.4661486 ] [ 0.42955225 0.62021358 0.34913455 0.65096821 0.5719906 ] [ 0.84694518 0.40551375 0.56018884 0.22849841 0.38030509] [ 0.33715761 0.59857217 0.4147689 0.61789767 0.62421318] [ 0.50028 0.66503318 0.57507578 0.66229312 0.57005166] [ 0.26733333 0.73206918 0.39761075 0.74462028 0.57899297] [ 0.46717112 0.49390305 0.45639966 0.50737097 0.46433777] [ 0.74061345 0.3911417 0.49884719 0.30918369 0.4000371 ] [ 0.72545899 0.48842249 0.66829143 0.37729626 0.44751889] [ 0.3622184 0.51281633 0.43660109 0.51157793 0.55807981] [ 0.47685825 0.58792541 0.42000936 0.55379693 0.27138107] [ 0.64356832 0.48593184 0.70097177 0.44451812 0.47097332] [ 0.78361486 0.4615384 0.44853967 0.21621959 0.29588987] [ 0.40497581 0.57652333 0.31619225 0.53140489 0.49384372] [ 0.63741954 0.40007749 0.34946703 0.35650753 0.32564972] [ 0.5503773 0.38902233 0.44642795 0.6573612 0.44047251] [ 0.5361136 0.67216739 0.34150237 0.72812763 0.46365074] [ 0.76429974 0.36978353 0.55437992 0.25650445 0.46453554] [ 0.5222119 0.62217691 0.34636983 0.5742094 0.3988367 ] [ 0.69481265 0.50513428 0.43492718 0.24585255 0.43321512] [ 0.75152835 0.55538538 0.49249029 0.48240966 0.47957199] [ 0.84034147 0.38173506 0.52934332 0.29630045 0.36605893] [ 0.74344927 0.3938146 0.6095216 0.38259688 0.39533294] [ 0.51518992 0.50371994 0.49015961 0.52523487 0.49043295] [ 0.74511136 0.50847162 0.46246619 0.35474488 0.36320893] [ 0.51756543 0.60199841 0.45544206 0.66407704 0.44813179] [ 0.33957258 0.64065364 0.44428289 0.78829056 0.41599688] [ 0.31042493 0.64594553 0.42499402 0.5275637 0.47543466] [ 0.73106283 0.50179301 0.53048471 0.24352445 0.37261474] [ 0.62390481 0.42298785 0.50685695 0.3734212 0.41405612] [ 0.36047336 0.61892554 0.54598377 0.66243302 0.54268897] [ 0.62344457 0.52429448 0.4822793 0.54686735 0.59825716] [ 0.39847109 0.49016466 0.37947818 0.60320543 0.53451349] [ 0.72804213 0.56477587 0.5119615 0.35702963 0.59364492] [ 0.51527585 0.53446942 0.46630608 0.58550995 0.39572956] [ 0.68313492 0.42269264 0.4627754 0.36514636 0.42793393] [ 0.52521001 0.51190699 0.42352525 0.5810648 0.39110106] [ 0.47918462 0.67592259 0.56436634 0.57767789 0.49731478] [ 0.3598631 0.51461474 0.48539689 0.51804774 0.54561279] [ 0.34736144 0.58386902 0.55139774 0.65690538 0.55041565] [ 0.49880399 0.50152951 0.27954613 0.51984088 0.29501764] [ 0.38843167 0.65133547 0.40675662 0.57585083 0.41248084] [ 0.65385987 0.43394959 0.62901079 0.5371963 0.49576469] [ 0.33877624 0.63291684 0.28485583 0.78502198 0.45725565] [ 0.37296716 0.56037929 0.40405822 0.56197766 0.36805298] [ 0.530177 0.60141193 0.57936025 0.62120506 0.59674768] [ 0.59861184 0.60154475 0.49619102 0.56483949 0.40162937] [ 0.74093998 0.39885917 0.53908888 0.45142943 0.42073995] [ 0.57620772 0.63383049 0.36509755 0.37416929 0.33363542] [ 0.32070721 0.55523433 0.48002765 0.50733687 0.55304628] [ 0.32164043 0.68396317 0.36996172 0.77651068 0.50762345] [ 0.49787045 0.59402898 0.52153547 0.81782363 0.54436404] [ 0.57867363 0.46413374 0.48928085 0.78042249 0.47879653] [ 0.45423638 0.52261224 0.5800794 0.31641864 0.71477025] [ 0.68516631 0.3965924 0.66316444 0.57650959 0.44991596] [ 0.67398485 0.36128314 0.49828852 0.25508911 0.40228565] [ 0.62008113 0.3725784 0.50303943 0.55005416 0.41107536] [ 0.71649276 0.33618091 0.58468553 0.24804736 0.45239701] [ 0.48704216 0.57000035 0.31271563 0.49556833 0.48040263] [ 0.51903831 0.58629915 0.43415295 0.55779909 0.53129556] [ 0.80511331 0.47222471 0.50706421 0.31800558 0.36880257] [ 0.4957309 0.53827261 0.58086504 0.69176705 0.42076826] [ 0.70551318 0.45124478 0.43770828 0.29802691 0.3819516 ] Progress: 56.9% ... Training loss: 0.431 ... Validation loss: 0.707[ 0.71955481 0.32042482 0.56946761 0.38984966 0.42722137] [ 0.65763013 0.35274144 0.57491177 0.3932123 0.29731129] [ 0.31087447 0.55425826 0.45280134 0.69120416 0.49486375] [ 0.4538571 0.43348847 0.70010433 0.5496897 0.59771985] [ 0.54897855 0.43502085 0.45160681 0.35678421 0.46220131] [ 0.56129273 0.42000474 0.47757827 0.48687728 0.35388174] [ 0.75206112 0.35572338 0.62733387 0.49715076 0.42829239] [ 0.54689696 0.42975343 0.53846178 0.82028933 0.54393277] [ 0.80933826 0.4276734 0.62542371 0.32505162 0.44974254] [ 0.63773539 0.61177219 0.42663194 0.58387727 0.36645721] [ 0.48808816 0.5784004 0.53368366 0.32602698 0.46274385] [ 0.52840997 0.5450249 0.4600737 0.63762382 0.44490794] [ 0.74898368 0.53207232 0.42689516 0.54478469 0.32415997] [ 0.33481818 0.75404936 0.31126609 0.76900079 0.42286854] [ 0.7978807 0.35029096 0.53920989 0.48373029 0.32701354] [ 0.65492758 0.54698767 0.43255668 0.34243413 0.42462331] [ 0.7029246 0.60033278 0.41668659 0.63662047 0.46501716] [ 0.72219024 0.36808323 0.49790232 0.28960575 0.3426619 ] [ 0.54015983 0.47446866 0.56507125 0.31228338 0.62325155] [ 0.44732125 0.40395173 0.60750126 0.42276632 0.54904253] [ 0.22696976 0.74115514 0.29481899 0.80338463 0.52890773] [ 0.57381873 0.47445128 0.41400408 0.48717205 0.4800157 ] [ 0.46184034 0.48662743 0.41818079 0.49301516 0.38328614] [ 0.54300502 0.53466766 0.48869298 0.78324338 0.53693023] [ 0.32511333 0.62973435 0.4890496 0.75772174 0.57970791] [ 0.49244162 0.54318642 0.45954063 0.643455 0.46297203] [ 0.64431069 0.39430659 0.52012012 0.42694666 0.40898728] [ 0.43023773 0.66603414 0.42522642 0.74972037 0.56270532] [ 0.50570677 0.44958886 0.58246458 0.52132423 0.47202793] [ 0.64348205 0.39420253 0.4593303 0.59215508 0.36599117] [ 0.38806733 0.61154607 0.53334395 0.50221373 0.54166622] [ 0.80934275 0.44746367 0.51928659 0.27122714 0.39471503] [ 0.33658299 0.6271461 0.40273356 0.60638115 0.52426239] [ 0.4471271 0.6158214 0.51158561 0.60871687 0.56861947] [ 0.45280334 0.42559172 0.54954058 0.6060953 0.42498028] [ 0.18960277 0.75044109 0.39754878 0.76862251 0.44214513] [ 0.51166058 0.59059977 0.39877773 0.39793251 0.47546412] [ 0.76077352 0.38574944 0.44428453 0.3821239 0.47239157] [ 0.55481487 0.38902088 0.49307473 0.66411728 0.37836911] [ 0.80860549 0.44544473 0.60529125 0.58716587 0.30913245] [ 0.76875086 0.50512504 0.40649838 0.2779177 0.32530351] [ 0.47518833 0.57849889 0.47919612 0.34353609 0.65983132] [ 0.26441334 0.73682091 0.35696159 0.68903136 0.53764808] [ 0.73005161 0.32443698 0.51952089 0.32686438 0.45226091] [ 0.33731142 0.66157766 0.37281385 0.67548134 0.57310328] [ 0.78287633 0.34190506 0.61274996 0.25797963 0.43415525] [ 0.28446713 0.7544872 0.33451559 0.86441327 0.51293981] [ 0.72150816 0.55169341 0.36561619 0.42742787 0.51744075] [ 0.82575177 0.42955842 0.63008223 0.27481412 0.35301987] [ 0.5134815 0.59723218 0.50159156 0.58655728 0.38301577] [ 0.55523898 0.66766882 0.4653841 0.60902256 0.41304561] [ 0.60157295 0.45062954 0.5997356 0.40166553 0.46733212] [ 0.85113516 0.36972237 0.56424335 0.20908265 0.42201624] [ 0.62647627 0.41067318 0.57228609 0.63420446 0.31351247] [ 0.62750406 0.48815772 0.44885056 0.70003802 0.40372055] [ 0.75102665 0.4168187 0.49766136 0.29102631 0.37646719] [ 0.29583833 0.63906741 0.37566127 0.68285605 0.50756684] [ 0.21397608 0.52887276 0.31987248 0.78303312 0.52249771] [ 0.30602229 0.51479763 0.45829214 0.78366192 0.55932209] [ 0.40172982 0.61529881 0.48164513 0.50384917 0.46002488] [ 0.4651715 0.53756371 0.42333615 0.7673574 0.53008878] [ 0.73874062 0.4976999 0.62314263 0.56447097 0.3279999 ] [ 0.72637257 0.3949656 0.58934587 0.50787184 0.46813235] [ 0.58551787 0.59566603 0.56534531 0.51981132 0.38612872] [ 0.33158634 0.67305935 0.31831594 0.58792566 0.46345815] [ 0.81232517 0.47725232 0.57596634 0.37291806 0.31304894] [ 0.6573121 0.40131269 0.41139579 0.29710646 0.5815885 ] [ 0.73421005 0.45637133 0.42812457 0.36350468 0.35274209] [ 0.44855121 0.46804021 0.41344419 0.66450147 0.45513967] [ 0.65285979 0.47855691 0.46680228 0.43107726 0.39073805] [ 0.75515292 0.42809156 0.58151415 0.22121747 0.51617583] [ 0.60421299 0.56385957 0.41864431 0.57136127 0.42088896] [ 0.38436872 0.54839626 0.44635642 0.77013728 0.51059247] [ 0.6788714 0.41001751 0.50750243 0.36495635 0.40615152] [ 0.63030959 0.65058222 0.35092424 0.41427457 0.44280674] [ 0.6365185 0.38076795 0.56206683 0.62884542 0.5435142 ] [ 0.45150816 0.4483058 0.51756617 0.61299838 0.65890165] [ 0.26639104 0.71908462 0.39798622 0.64534483 0.51007322] [ 0.40250065 0.57795237 0.45393729 0.6945531 0.42515085] [ 0.26465023 0.66033657 0.31827624 0.81110876 0.44394696] [ 0.77087672 0.51048265 0.56007657 0.18662418 0.34197145] [ 0.74055918 0.50851203 0.59398303 0.39707672 0.45255284] [ 0.47036747 0.5721793 0.57029711 0.51585604 0.42817667] [ 0.53061438 0.58168533 0.54394521 0.55821378 0.41525393] [ 0.45512941 0.54342518 0.36440598 0.58091577 0.52519213] [ 0.50366549 0.52635147 0.49488449 0.48964882 0.43503838] [ 0.74651773 0.50855939 0.48332385 0.23899067 0.36578612] [ 0.6820875 0.36409255 0.50791237 0.65291439 0.49526217] [ 0.55357339 0.37930494 0.5747675 0.3666012 0.41164162] [ 0.16711726 0.59700709 0.39813198 0.92958041 0.61594143] [ 0.72721604 0.34162047 0.58780408 0.35333581 0.41614109] [ 0.53903402 0.48641907 0.29947337 0.69123661 0.39917465] [ 0.50549904 0.59369736 0.43548929 0.47814492 0.64123392] [ 0.59333417 0.65406111 0.47370483 0.60057554 0.33259722] [ 0.82366351 0.38109625 0.37384753 0.29992459 0.48359955] [ 0.42018031 0.50356987 0.51057012 0.69207553 0.55562006] [ 0.6222688 0.3715525 0.50348038 0.5485116 0.41069598] [ 0.63542433 0.45709848 0.57832391 0.62670462 0.46699889] [ 0.61214392 0.48724635 0.36786561 0.59983332 0.37545137] [ 0.72947168 0.53267141 0.60129517 0.40526026 0.46017373] [ 0.56214691 0.46838878 0.4514418 0.49365589 0.39211729] [ 0.50173113 0.50555961 0.57797096 0.69972421 0.54135079] [ 0.77925999 0.3358468 0.35596829 0.27036616 0.29190459] [ 0.71092046 0.3939691 0.64882686 0.43048096 0.45492407] [ 0.32395385 0.52378554 0.3200359 0.71735454 0.50405222] [ 0.65038417 0.56081428 0.35320187 0.50098668 0.49138305] [ 0.88233554 0.45972457 0.49863529 0.30420671 0.33064219] [ 0.80765767 0.39949486 0.6820918 0.28394353 0.42391059] [ 0.30209087 0.54863645 0.39741823 0.72632801 0.50910221] [ 0.73086741 0.41019197 0.64252323 0.52625446 0.45403169] [ 0.58667493 0.64652957 0.46721759 0.47213085 0.37116149] [ 0.35177384 0.6639923 0.36581047 0.71790752 0.51912061] [ 0.80469097 0.39144382 0.52874361 0.37433708 0.3048757 ] [ 0.64990933 0.51581869 0.55132642 0.24719352 0.44751074] [ 0.69827207 0.35886727 0.62907542 0.50103645 0.45558943] [ 0.71363894 0.49550013 0.60759591 0.5287819 0.40301016] [ 0.1245566 0.65467757 0.54536063 0.80901787 0.67432256] [ 0.50155043 0.47698873 0.47451271 0.56564921 0.61812385] [ 0.57253448 0.49902236 0.40614279 0.57598047 0.46216492] [ 0.30647215 0.57492991 0.6190245 0.83050148 0.55399416] [ 0.47085817 0.56558529 0.46348986 0.37502137 0.38497404] [ 0.1941151 0.7175832 0.31954642 0.70679994 0.47439055] [ 0.23847967 0.69909528 0.38452878 0.74876103 0.60286405] [ 0.56628859 0.57578466 0.54572534 0.50865842 0.40121842] [ 0.76973063 0.38211293 0.53013866 0.49573147 0.36052535] [ 0.54440985 0.51927756 0.52646066 0.72111975 0.39644423] [ 0.74523683 0.34119912 0.57999542 0.26691899 0.31370831] [ 0.74269264 0.44111708 0.37685303 0.31118439 0.4370332 ] Progress: 56.9% ... Training loss: 0.431 ... Validation loss: 0.708[ 0.43267412 0.48454804 0.47838003 0.78317673 0.51821623] [ 0.74620177 0.31960033 0.49086025 0.5386974 0.43251434] [ 0.71357071 0.41111786 0.55863052 0.47764237 0.48770048] [ 0.38735248 0.51782969 0.29740535 0.75121892 0.45014359] [ 0.77336457 0.41453944 0.52401888 0.55327459 0.34248121] [ 0.8096722 0.44725458 0.51936593 0.27096945 0.39464736] [ 0.3104136 0.68754205 0.28787983 0.7156486 0.52540618] [ 0.5514158 0.63639957 0.49484356 0.53973235 0.3659042 ] [ 0.56158924 0.40010059 0.61518859 0.52411777 0.47496114] [ 0.7665746 0.38182774 0.65978447 0.60198297 0.28955075] [ 0.78831106 0.53326113 0.48301875 0.61132914 0.43105918] [ 0.59675787 0.49277313 0.56309268 0.43488503 0.41107714] [ 0.35010277 0.64464104 0.42473687 0.80647045 0.63060065] [ 0.58698772 0.64651728 0.37143987 0.41774811 0.32580311] [ 0.50134312 0.51097003 0.52710445 0.39580809 0.63696327] [ 0.61975182 0.558391 0.5261407 0.43543428 0.48447633] [ 0.30302682 0.56990087 0.54807525 0.72972544 0.53137367] [ 0.51283388 0.40408522 0.54731245 0.40608772 0.33001336] [ 0.52000037 0.57641819 0.46351781 0.49044191 0.53657386] [ 0.55163208 0.4775845 0.44169332 0.73134842 0.39017224] [ 0.35229724 0.64535641 0.5337666 0.69143353 0.49835367] [ 0.46578889 0.64830241 0.34511563 0.69360097 0.41551601] [ 0.59915335 0.42937077 0.54454094 0.58950655 0.3543669 ] [ 0.42861749 0.58817687 0.34914659 0.57083424 0.47574673] [ 0.54975147 0.44427128 0.56699192 0.61707808 0.54523557] [ 0.63953583 0.51329318 0.49589782 0.40448029 0.48872169] [ 0.4269181 0.43200793 0.53526006 0.52764099 0.56390375] [ 0.72747098 0.42175839 0.47750085 0.31257765 0.45744846] [ 0.60806316 0.40842558 0.53460045 0.39731949 0.58800031] [ 0.45243741 0.41197189 0.61408418 0.65221273 0.5246456 ] [ 0.47756356 0.3967904 0.50629298 0.68491939 0.47099548] [ 0.72945616 0.52247885 0.41001184 0.47000117 0.32732414] [ 0.17166182 0.62154583 0.30025809 0.82066658 0.50680626] [ 0.72661789 0.45452388 0.59750501 0.47758544 0.44176913] [ 0.63916996 0.51328335 0.36263621 0.28578037 0.30398519] [ 0.29722316 0.60759784 0.40908636 0.82091379 0.44250739] [ 0.43969458 0.54524319 0.54307687 0.58969785 0.37482519] [ 0.5504879 0.45054532 0.51128877 0.50800201 0.32107034] [ 0.70099988 0.41799669 0.61470674 0.496298 0.4298003 ] [ 0.74543196 0.47068359 0.47749258 0.32383789 0.39340376] [ 0.41909288 0.65452911 0.32582945 0.76089087 0.48786476] [ 0.69389286 0.44094887 0.57705112 0.33590738 0.5150501 ] [ 0.55693921 0.34754352 0.53682829 0.73188454 0.48217945] [ 0.61193809 0.64379313 0.37875413 0.71770291 0.3765676 ] [ 0.70662171 0.53530533 0.42866232 0.41448922 0.3942579 ] [ 0.56769069 0.46303722 0.53314241 0.26759932 0.37675219] [ 0.58423753 0.63809795 0.4323293 0.59322066 0.38993598] [ 0.54934911 0.47146745 0.43244002 0.47847138 0.42506357] [ 0.34669133 0.59691328 0.39245107 0.87502945 0.44490242] [ 0.66754741 0.43825836 0.52046016 0.61947008 0.49590153] [ 0.26442103 0.6854211 0.38730172 0.63675043 0.61724628] [ 0.84299175 0.47146072 0.61220665 0.21810957 0.38909405] [ 0.80745957 0.4420471 0.53162544 0.26330676 0.39921767] [ 0.55097242 0.3819212 0.55535582 0.47894303 0.38198494] [ 0.63199129 0.56351605 0.40421171 0.51091439 0.47570939] [ 0.22232108 0.62412804 0.37348993 0.893707 0.60946838] [ 0.26648485 0.54004495 0.4462249 0.77803813 0.48433946] [ 0.75372675 0.48687529 0.35788277 0.25497918 0.34440382] [ 0.59337956 0.64205625 0.44404337 0.39197714 0.43100677] [ 0.4439408 0.48262573 0.58716169 0.76660794 0.48868445] [ 0.40419504 0.60409084 0.35257351 0.70633089 0.47804999] [ 0.62186572 0.49912706 0.53320521 0.54610904 0.53040638] [ 0.76863518 0.50519783 0.40647524 0.2779469 0.3253196 ] [ 0.70856558 0.59289313 0.43728362 0.6103426 0.32907358] [ 0.6817096 0.56153354 0.51825095 0.31265718 0.36538464] [ 0.68715296 0.45491823 0.47839031 0.36302858 0.33508846] [ 0.73814649 0.43237937 0.51478189 0.2559329 0.35253813] [ 0.37197065 0.67933451 0.38891144 0.7800878 0.50370192] [ 0.46192812 0.71221725 0.25123817 0.47183356 0.38379254] [ 0.23495337 0.71511926 0.27519389 0.74826668 0.53101511] [ 0.66725907 0.47808149 0.36365175 0.40345888 0.41802062] [ 0.67855006 0.58757747 0.47569699 0.47532482 0.28062328] [ 0.58898637 0.54112421 0.45464435 0.47800917 0.44098619] [ 0.76382199 0.50225946 0.46386644 0.23687515 0.41053569] [ 0.60482736 0.39888709 0.43093026 0.43748462 0.53472668] [ 0.41215259 0.5487616 0.56792316 0.53001067 0.59270171] [ 0.47622064 0.59751191 0.37973738 0.45233418 0.40107486] [ 0.70632601 0.59849025 0.52429628 0.48593593 0.44974543] [ 0.80732851 0.46361577 0.53970723 0.32604064 0.41297607] [ 0.54898285 0.60734977 0.51965353 0.53966974 0.3957979 ] [ 0.27715914 0.63777123 0.3694861 0.69576661 0.44860692] [ 0.56237906 0.65660485 0.44213251 0.60914327 0.55407664] [ 0.20427291 0.55354492 0.35531174 0.66081482 0.539647 ] [ 0.4285006 0.50282555 0.54006017 0.57343666 0.50223877] [ 0.64520445 0.39224961 0.4379612 0.48174762 0.42643388] [ 0.28238302 0.74877301 0.34006958 0.83166618 0.48658473] [ 0.47315391 0.53147424 0.50077219 0.63956468 0.43789051] [ 0.58436512 0.55053651 0.46830371 0.35255227 0.38418921] [ 0.67971701 0.47190673 0.34686118 0.39108279 0.41298761] [ 0.67694503 0.55153313 0.34336642 0.64716987 0.41903101] [ 0.65265439 0.36814421 0.52627403 0.25670486 0.61700383] [ 0.68124099 0.51445992 0.5360225 0.34923383 0.42685786] [ 0.46063804 0.42498782 0.46047918 0.82663164 0.56491148] [ 0.51852288 0.53378361 0.45149943 0.66552975 0.48459142] [ 0.41251408 0.56185558 0.4850376 0.71801895 0.52229648] [ 0.5031366 0.49446464 0.47727632 0.50812445 0.50498283] [ 0.46037635 0.66968661 0.41324818 0.67849073 0.42815604] [ 0.49391935 0.59732572 0.38351377 0.52251459 0.47201105] [ 0.69585618 0.5207809 0.59036106 0.47827044 0.39777253] [ 0.15888377 0.57594129 0.59263375 0.87518551 0.75610083] [ 0.78663053 0.29719948 0.5415515 0.23425563 0.53066518] [ 0.33994771 0.65798194 0.38971248 0.69190004 0.54325741] [ 0.58706404 0.52378882 0.31111331 0.59212464 0.39048299] [ 0.51715762 0.67846564 0.55967511 0.57282231 0.60275295] [ 0.35771599 0.71780607 0.29315666 0.77865269 0.59639556] [ 0.50942126 0.60080537 0.65376098 0.50557803 0.47328466] [ 0.30470218 0.53954049 0.54826249 0.82965866 0.63439962] [ 0.6773602 0.54125927 0.38557604 0.43798629 0.32292505] [ 0.5796393 0.44527657 0.585365 0.51577152 0.36998036] [ 0.2639538 0.53781049 0.47249003 0.70804313 0.67867951] [ 0.50226041 0.57420381 0.66179159 0.40432712 0.5808816 ] [ 0.63349173 0.40360879 0.62897051 0.62606766 0.42943111] [ 0.32932453 0.52819943 0.35073157 0.8467794 0.41490743] [ 0.68967973 0.64933023 0.35195667 0.51216205 0.35287796] [ 0.66032003 0.50848664 0.29183899 0.41311463 0.36376597] [ 0.3342887 0.62842169 0.30183226 0.77596411 0.41580061] [ 0.50656127 0.6764531 0.48782141 0.43827522 0.41469337] [ 0.34418673 0.66789596 0.45865903 0.49403733 0.64303484] [ 0.27732446 0.62119615 0.45254809 0.74464135 0.54171691] [ 0.30546794 0.51318534 0.48184258 0.72075334 0.59149763] [ 0.38309987 0.59169708 0.40671511 0.79448808 0.47643837] [ 0.63682384 0.45978164 0.51354864 0.35574543 0.51925464] [ 0.4678152 0.54358065 0.428087 0.70230824 0.63963339] [ 0.51849663 0.39789936 0.48389265 0.57116587 0.61540648] [ 0.7971715 0.34183113 0.40345547 0.30682569 0.34463194] [ 0.39662293 0.44072988 0.45273721 0.65215425 0.63317737] [ 0.60586179 0.6342874 0.36226517 0.70923666 0.58145288] [ 0.62899501 0.41440962 0.6226946 0.2987967 0.54063057] Progress: 57.0% ... Training loss: 0.431 ... Validation loss: 0.708[ 0.15180114 0.58837895 0.37757912 0.74887348 0.63452411] [ 0.46527192 0.53950572 0.51941905 0.76885145 0.42861598] [ 0.5610427 0.53369531 0.50489291 0.5222199 0.61683237] [ 0.59031829 0.55282059 0.435371 0.61576478 0.28122363] [ 0.71250727 0.49245163 0.40271979 0.37105236 0.35574083] [ 0.6461484 0.48063188 0.51482071 0.26151402 0.59690964] [ 0.58551161 0.46822619 0.59172067 0.32915602 0.49609448] [ 0.82808834 0.40697572 0.58596936 0.21056559 0.41643439] [ 0.6392748 0.40368487 0.4148007 0.31024372 0.38137184] [ 0.59857395 0.45653031 0.41418531 0.32600623 0.34994067] [ 0.666598 0.48180574 0.6576404 0.47221181 0.48621153] [ 0.78123614 0.51056023 0.45031482 0.18259411 0.33796222] [ 0.77360925 0.68977371 0.41025355 0.57943166 0.31859698] [ 0.22616531 0.54814723 0.43584958 0.87761939 0.57856932] [ 0.78933165 0.46053564 0.58444385 0.30934391 0.48110751] [ 0.82391347 0.40888361 0.5228445 0.41718721 0.41032295] [ 0.40010287 0.68549896 0.29009374 0.62090318 0.50816035] [ 0.60209902 0.55670953 0.39061093 0.50995315 0.37000454] [ 0.56973984 0.56689151 0.44011974 0.50749721 0.48110168] [ 0.44525713 0.56176963 0.43793819 0.50210857 0.53848204] [ 0.76867057 0.47788772 0.48764301 0.39754715 0.41581245] [ 0.38526933 0.6788956 0.41976817 0.57309208 0.44076704] [ 0.48924548 0.52155653 0.57058064 0.66297406 0.57455903] [ 0.58777543 0.52352014 0.31120834 0.5916193 0.39042637] [ 0.36216226 0.58160072 0.42605091 0.86759043 0.53139916] [ 0.38657314 0.66740504 0.41031889 0.61841605 0.55049049] [ 0.83615763 0.55591118 0.63406137 0.37592291 0.35866685] [ 0.69538278 0.40139359 0.44634509 0.33695858 0.35746016] [ 0.46313551 0.46192715 0.59534338 0.50024009 0.37304208] [ 0.32263711 0.72638508 0.51898259 0.75423589 0.51221961] [ 0.43421664 0.61482485 0.25898984 0.63724898 0.45012959] [ 0.55917589 0.43327387 0.39126791 0.49644146 0.53736298] [ 0.78415449 0.55617165 0.43136045 0.34618966 0.31648703] [ 0.71827437 0.25755935 0.54638491 0.38869197 0.43474088] [ 0.3928613 0.5785637 0.3992154 0.72499318 0.37990109] [ 0.46727859 0.48489772 0.54430087 0.51763723 0.40051281] [ 0.38192524 0.67235705 0.43070694 0.69844679 0.51013269] [ 0.44889869 0.67120577 0.44032648 0.58224625 0.3918181 ] [ 0.54129922 0.71268421 0.31958895 0.62321334 0.45718574] [ 0.43306378 0.56046032 0.40524643 0.74682012 0.47879384] [ 0.44049795 0.55686086 0.41729443 0.37004054 0.54922049] [ 0.68856914 0.32199339 0.43772899 0.32485998 0.4031932 ] [ 0.58318231 0.56528746 0.45175544 0.64316764 0.52103041] [ 0.53937191 0.60671077 0.36320792 0.50967627 0.45704109] [ 0.68191649 0.4365975 0.41842414 0.24357254 0.37540049] [ 0.61456912 0.33426013 0.61772615 0.58258553 0.44372279] [ 0.38101122 0.59543976 0.51831152 0.74759125 0.48931432] [ 0.52491935 0.42654722 0.58702903 0.38715034 0.36425091] [ 0.57245179 0.52900584 0.41643757 0.25066307 0.42474035] [ 0.78774439 0.45407487 0.34089817 0.35572035 0.3499313 ] [ 0.37713149 0.64055619 0.50504803 0.58933619 0.43286108] [ 0.81154062 0.36884347 0.4838222 0.33505794 0.4494361 ] [ 0.33806047 0.61489194 0.48619802 0.44619986 0.59571673] [ 0.63592711 0.46119983 0.48380195 0.19876228 0.35483806] [ 0.25007366 0.64027941 0.38021854 0.65037954 0.42397948] [ 0.4883982 0.51869732 0.56745842 0.40264322 0.60106257] [ 0.85033074 0.27060954 0.50731575 0.23592607 0.37172228] [ 0.22969985 0.56847737 0.45965145 0.79783721 0.54962523] [ 0.23767342 0.7294987 0.36701461 0.75220161 0.50138319] [ 0.62097247 0.47644659 0.46197845 0.46493692 0.59989269] [ 0.3239976 0.5677664 0.5237716 0.72092456 0.66395975] [ 0.60753837 0.53191492 0.61177177 0.41651704 0.3726179 ] [ 0.71168966 0.54181576 0.57713281 0.37507816 0.4558874 ] [ 0.71699099 0.41449785 0.42947176 0.53394308 0.28537949] [ 0.42519628 0.52096827 0.43284027 0.55217649 0.6316108 ] [ 0.48850999 0.53122225 0.38349215 0.60655403 0.52273175] [ 0.7382315 0.30071755 0.53391285 0.32112137 0.44341407] [ 0.44117928 0.5384699 0.42131772 0.68735634 0.5329249 ] [ 0.36916193 0.58856436 0.45695368 0.69159723 0.38906464] [ 0.39364714 0.54921289 0.46132813 0.65030112 0.54193389] [ 0.75418173 0.57911044 0.45150399 0.35363098 0.53357329] [ 0.30992205 0.65256972 0.50595067 0.82722095 0.55261167] [ 0.79521155 0.42678529 0.56813811 0.20232596 0.35774999] [ 0.72241121 0.36299848 0.58200738 0.37997266 0.42870165] [ 0.31060267 0.52552731 0.46250063 0.76077897 0.49259724] [ 0.78005802 0.43946601 0.42223043 0.27250286 0.40174002] [ 0.54089038 0.47510871 0.4498928 0.39588486 0.48847716] [ 0.58693017 0.50983029 0.48769266 0.37667432 0.35106341] [ 0.50773968 0.56517926 0.38756778 0.46145496 0.42757875] [ 0.62932027 0.57538059 0.42684542 0.53600695 0.37121714] [ 0.33339371 0.57744551 0.50241108 0.65726703 0.47775269] [ 0.63554346 0.40445508 0.54827338 0.27186623 0.55548185] [ 0.62214568 0.57784041 0.48911542 0.53833065 0.33609089] [ 0.52080651 0.54389881 0.53603983 0.7515236 0.53921703] [ 0.58158487 0.32899497 0.45003174 0.63310324 0.40533151] [ 0.32370238 0.6996796 0.44374742 0.62147855 0.3915318 ] [ 0.87783751 0.34526267 0.60501512 0.16357699 0.40926019] [ 0.40218731 0.53598605 0.40199323 0.67637398 0.4759423 ] [ 0.56611906 0.57252335 0.42125642 0.52165849 0.33210324] [ 0.4001321 0.67286332 0.48806058 0.5959614 0.49734162] [ 0.68565815 0.46298812 0.55890235 0.53236404 0.37728781] [ 0.24833579 0.49278837 0.5293073 0.70379482 0.67974715] [ 0.55060867 0.59658426 0.46598759 0.69370358 0.51387111] [ 0.58811658 0.43717843 0.45176272 0.29869716 0.54616734] [ 0.72110956 0.3050156 0.61310093 0.2333825 0.37270923] [ 0.69783692 0.2637811 0.55017233 0.25883417 0.40986932] [ 0.25522965 0.5511418 0.38002363 0.58579031 0.38570563] [ 0.69007448 0.4937512 0.49724647 0.35034715 0.36028772] [ 0.57460613 0.62604035 0.51272365 0.60185029 0.59695816] [ 0.6918758 0.61142352 0.35835532 0.43096042 0.42664138] [ 0.60657491 0.63613463 0.51112671 0.3975553 0.54272057] [ 0.53307093 0.47278546 0.49673352 0.35627019 0.4873576 ] [ 0.74141772 0.50892863 0.42639167 0.35422868 0.52746203] [ 0.78988268 0.35880924 0.59997652 0.17985693 0.44930672] [ 0.77315608 0.43599144 0.60208271 0.25163517 0.45741848] [ 0.30575909 0.60164143 0.35168012 0.72531884 0.59939223] [ 0.52666965 0.58020529 0.36692277 0.60340309 0.54050802] [ 0.30556999 0.57037475 0.5488588 0.7931347 0.59709081] [ 0.5762836 0.47678096 0.46985782 0.41452799 0.564463 ] [ 0.43652422 0.36892892 0.57295572 0.73618456 0.4062146 ] [ 0.63751363 0.53361746 0.49656807 0.665741 0.35881576] [ 0.28947334 0.64336989 0.47571885 0.83230599 0.43670485] [ 0.65336612 0.44946048 0.54425994 0.55635263 0.34085795] [ 0.22236088 0.70147343 0.35283456 0.71028422 0.56217122] [ 0.68475936 0.34011979 0.61075016 0.67138148 0.44172529] [ 0.65160185 0.44974362 0.41036369 0.68483112 0.40366249] [ 0.6457612 0.46165931 0.60287169 0.52355713 0.39461053] [ 0.75675135 0.40472571 0.50960474 0.28472252 0.51911227] [ 0.59315943 0.49950778 0.48091197 0.4216575 0.48072951] [ 0.57665173 0.64162382 0.40417476 0.59682046 0.42055097] [ 0.68695133 0.47922825 0.58506841 0.70717691 0.42969509] [ 0.30797647 0.60281818 0.38426731 0.81684497 0.39074912] [ 0.73362898 0.45638748 0.62445463 0.31504556 0.48465071] [ 0.78891708 0.46717367 0.61894578 0.34647641 0.33371625] [ 0.58954558 0.54087386 0.45475171 0.47761902 0.4409102 ] [ 0.25786139 0.64195637 0.4535431 0.87461798 0.57856638] [ 0.3263523 0.57131568 0.48958733 0.63638636 0.63906417] [ 0.29660706 0.5386815 0.49503769 0.60009995 0.53855699] Progress: 57.0% ... Training loss: 0.430 ... Validation loss: 0.706[ 0.38049034 0.57672786 0.48416292 0.6227462 0.65211518] [ 0.71040446 0.57230294 0.23407212 0.49821894 0.34645076] [ 0.52087586 0.49651474 0.43296546 0.63418048 0.34104147] [ 0.6026228 0.5985188 0.39436303 0.61622848 0.36191708] [ 0.63606424 0.61861333 0.36466267 0.32977951 0.30118378] [ 0.81866413 0.37597727 0.65556147 0.19937536 0.41752581] [ 0.74080847 0.36830278 0.62095607 0.28404994 0.51074934] [ 0.71662102 0.48480533 0.47134295 0.39721797 0.32426406] [ 0.58386829 0.58329767 0.38329027 0.59852447 0.44329543] [ 0.70596088 0.54242875 0.35185522 0.36076202 0.35607722] [ 0.4979268 0.66073507 0.27286973 0.59519169 0.37356547] [ 0.3885961 0.62271717 0.47431345 0.7832806 0.60241337] [ 0.61190362 0.51413365 0.45305745 0.47078925 0.42105256] [ 0.61044723 0.53639952 0.44213457 0.35045597 0.433711 ] [ 0.45771489 0.48790166 0.51324442 0.46287132 0.50236352] [ 0.68587277 0.47611521 0.34027759 0.41674134 0.35432474] [ 0.38902314 0.49806779 0.36991591 0.54549388 0.47485048] [ 0.18890855 0.62805571 0.40738384 0.82064776 0.57992345] [ 0.23102051 0.50873585 0.56633674 0.58751617 0.49973606] [ 0.42448868 0.60271794 0.46208582 0.79407517 0.48373308] [ 0.58825677 0.55463811 0.36989115 0.6913878 0.41510561] [ 0.47383435 0.57586244 0.56316907 0.55555419 0.55957376] [ 0.58007166 0.61310793 0.48263321 0.50546353 0.41811909] [ 0.55816832 0.45985567 0.55028829 0.39852899 0.64780351] [ 0.19413963 0.62177049 0.39669664 0.73768772 0.61793228] [ 0.13693463 0.73240343 0.37325437 0.83996328 0.52506008] [ 0.4673342 0.55852585 0.51327063 0.66903426 0.38423015] [ 0.53411752 0.52902406 0.59455541 0.51065767 0.51836308] [ 0.67946001 0.50266035 0.47271052 0.56187572 0.32870253] [ 0.79613222 0.32833847 0.59359484 0.20969728 0.40792822] [ 0.62928823 0.50511422 0.56699046 0.65082284 0.48090118] [ 0.42501983 0.67378791 0.39730097 0.57451222 0.5875854 ] [ 0.67676708 0.50977613 0.63191574 0.51016262 0.43038323] [ 0.3396253 0.4482516 0.37086955 0.8533717 0.47312003] [ 0.31422435 0.63418257 0.56736031 0.74374346 0.64243133] [ 0.5868671 0.47523298 0.51397904 0.63982986 0.39437133] [ 0.82349611 0.38380948 0.55572806 0.27668388 0.38903907] [ 0.25732536 0.57593032 0.46489659 0.66483365 0.63118123] [ 0.74145237 0.59620545 0.3877121 0.31550548 0.26894108] [ 0.43572399 0.56988083 0.56434504 0.54598944 0.6224108 ] [ 0.67002166 0.64338938 0.32648974 0.57486169 0.53059018] [ 0.65227613 0.51934836 0.37284955 0.45106907 0.50039148] [ 0.6665503 0.55860748 0.43338449 0.48263243 0.36256971] [ 0.5538524 0.54744564 0.56884271 0.48514669 0.62589038] [ 0.27130564 0.61575991 0.3540415 0.60014166 0.4798904 ] [ 0.30340613 0.6706182 0.35344341 0.71354086 0.46098408] [ 0.74289465 0.47351322 0.48494346 0.22498856 0.31150188] [ 0.66895252 0.50266178 0.37906609 0.53588651 0.39625506] [ 0.16353225 0.65126037 0.35020942 0.85136678 0.63735473] [ 0.73524442 0.3775061 0.50531512 0.23347605 0.35991424] [ 0.4260796 0.69147768 0.39298302 0.73646399 0.52562617] [ 0.3342417 0.63149824 0.53137758 0.78175507 0.58432893] [ 0.48774368 0.61153149 0.5489794 0.58762008 0.50931604] [ 0.52705373 0.52768299 0.53016795 0.56994922 0.56368429] [ 0.55685679 0.53762308 0.40017606 0.41990202 0.48783144] [ 0.68432321 0.38352524 0.60067259 0.48663827 0.46191771] [ 0.78958149 0.35907407 0.59986349 0.18001343 0.44939446] [ 0.47424339 0.45452858 0.51905865 0.43947452 0.59741958] [ 0.6950498 0.50304229 0.5985309 0.60913198 0.48404295] [ 0.67856677 0.45187786 0.56733359 0.53041418 0.48729533] [ 0.54449012 0.47484154 0.60546434 0.62850971 0.52342501] [ 0.71551938 0.37517641 0.61641444 0.33197096 0.46400615] [ 0.68995217 0.38522787 0.51096131 0.42300353 0.43025806] [ 0.37904324 0.58425907 0.4672034 0.40937498 0.50485604] [ 0.75404877 0.40327062 0.53604996 0.42588404 0.36498725] [ 0.78210696 0.47777175 0.51880359 0.37050937 0.36001003] [ 0.43548301 0.51614269 0.45353378 0.69357883 0.40716792] [ 0.5069833 0.60961791 0.48490925 0.69469264 0.35665274] [ 0.35872669 0.59109659 0.54372308 0.8701484 0.50339844] [ 0.38345129 0.56379787 0.45632939 0.49926951 0.46657999] [ 0.70631667 0.41848184 0.67447636 0.31563291 0.48970569] [ 0.81656706 0.30798288 0.52671639 0.23009982 0.51881282] [ 0.29514453 0.5561169 0.46569866 0.61977756 0.57089201] [ 0.44137893 0.54491891 0.41589679 0.40686084 0.44014325] [ 0.3582386 0.56396304 0.3764723 0.62979969 0.48179083] [ 0.45033299 0.55347688 0.48270412 0.66814583 0.34327442] [ 0.55124757 0.44512469 0.63502259 0.34130754 0.5276255 ] [ 0.6809943 0.53844738 0.51761562 0.44631599 0.52579425] [ 0.56649292 0.45126357 0.48426175 0.73332785 0.4259662 ] [ 0.55545126 0.51498508 0.56107529 0.6004925 0.4351968 ] [ 0.7401903 0.38863996 0.55531062 0.27084732 0.44617016] [ 0.35284816 0.50529032 0.49512026 0.73195596 0.51500487] [ 0.77221575 0.34258401 0.54340783 0.36177726 0.41716075] [ 0.36529933 0.62049282 0.37436432 0.60630312 0.48408015] [ 0.45910159 0.57651184 0.49412138 0.77912427 0.42041024] [ 0.70403903 0.45780706 0.4710396 0.21160321 0.39270835] [ 0.75019495 0.44691985 0.67960939 0.343401 0.36213908] [ 0.65889861 0.41919568 0.55939718 0.24532865 0.56284351] [ 0.46837373 0.52235012 0.52607843 0.6183637 0.34966105] [ 0.67483634 0.44275049 0.55249958 0.28776298 0.52635289] [ 0.47009462 0.65186282 0.48732304 0.71053167 0.58649429] [ 0.52925384 0.45375243 0.57475031 0.35168196 0.34987902] [ 0.45395721 0.55760522 0.33667799 0.51141456 0.49049568] [ 0.30212355 0.61350105 0.45844409 0.8345375 0.46015083] [ 0.43551086 0.5579495 0.53807109 0.46876429 0.55350378] [ 0.60474693 0.50386311 0.42012782 0.36950547 0.47501562] [ 0.27721877 0.73253134 0.37420452 0.81568365 0.56454885] [ 0.45878579 0.51652246 0.53164237 0.78143801 0.45977579] [ 0.8049606 0.36625239 0.45833232 0.30361084 0.42467217] [ 0.5662227 0.55270118 0.41314314 0.47782971 0.40507411] [ 0.61352101 0.63838189 0.35656274 0.5663085 0.3465136 ] [ 0.67122453 0.46482418 0.43697045 0.41410005 0.59178602] [ 0.69174425 0.47863109 0.46444959 0.51991711 0.42832017] [ 0.44043033 0.65296194 0.48272977 0.72227501 0.47375908] [ 0.33215196 0.57017009 0.586116 0.75275994 0.53690733] [ 0.46706015 0.61258628 0.53971466 0.67207122 0.45678179] [ 0.43547745 0.50025343 0.49758789 0.60088301 0.59593199] [ 0.36336991 0.52008812 0.48000529 0.56772101 0.49869623] [ 0.74490383 0.53535793 0.50631284 0.46833701 0.42940736] [ 0.73902371 0.32551903 0.43411856 0.19808021 0.3540857 ] [ 0.66934756 0.49875145 0.38437521 0.52965222 0.35647496] [ 0.21076902 0.58821872 0.62692857 0.6205517 0.62994121] [ 0.59869879 0.47984344 0.46666934 0.42704351 0.50465086] [ 0.27810974 0.55164769 0.41346291 0.81388946 0.51373154] [ 0.30216998 0.5809833 0.44871616 0.7868291 0.48720134] [ 0.29050999 0.70130823 0.28140244 0.6916979 0.53700377] [ 0.42962348 0.52855851 0.42448884 0.60945481 0.58236476] [ 0.78194549 0.48521929 0.53757689 0.36203923 0.32237005] [ 0.57863757 0.43529292 0.49824068 0.42308331 0.45730347] [ 0.31952633 0.54782733 0.48045925 0.72268975 0.41001646] [ 0.63830386 0.53471057 0.40504802 0.4395639 0.400578 ] [ 0.83846339 0.44999251 0.57060959 0.18376708 0.43546642] [ 0.82136668 0.34419061 0.47200557 0.21348877 0.42555759] [ 0.23819996 0.56421848 0.39416112 0.8295361 0.4868077 ] [ 0.69567487 0.34197915 0.58167849 0.38631059 0.3385577 ] [ 0.74271979 0.44342524 0.49328428 0.31280613 0.33370234] [ 0.69661311 0.36996324 0.64402503 0.38589674 0.36952865] [ 0.86290179 0.46030941 0.44365287 0.30307446 0.35208757] Progress: 57.0% ... Training loss: 0.430 ... Validation loss: 0.706[ 0.70943213 0.38897483 0.45871595 0.44541418 0.53264168] [ 0.4043264 0.61253209 0.38959585 0.61246009 0.59257809] [ 0.75287325 0.43043329 0.58544394 0.30568028 0.41945132] [ 0.64823237 0.51597234 0.51566779 0.22464165 0.43333048] [ 0.52579511 0.49718431 0.53976684 0.64570526 0.50644212] [ 0.637559 0.55060505 0.49446772 0.35818037 0.3735339 ] [ 0.43288919 0.68144422 0.36935216 0.50409735 0.37491556] [ 0.57001425 0.50145753 0.42601828 0.41880238 0.38470653] [ 0.39411214 0.51147544 0.49585434 0.67934524 0.35391662] [ 0.80242689 0.51866386 0.47529677 0.28361112 0.49541947] [ 0.656147 0.51120732 0.55398459 0.36776733 0.40236677] [ 0.69744979 0.37375822 0.59371301 0.35075777 0.34984499] [ 0.60652314 0.55965264 0.40541673 0.31619854 0.31693706] [ 0.62011094 0.3457101 0.56118654 0.29818471 0.5838679 ] [ 0.39446201 0.66991507 0.30118709 0.70726321 0.39342172] [ 0.3778822 0.61028493 0.46443735 0.66795482 0.4992684 ] [ 0.30007107 0.51721713 0.43075288 0.72293666 0.4890725 ] [ 0.40677291 0.58408853 0.46595527 0.4634876 0.60071543] [ 0.41127507 0.43286053 0.43845466 0.58183486 0.4730398 ] [ 0.52485455 0.55812843 0.47076473 0.59594939 0.3399645 ] [ 0.20607837 0.65290698 0.40146885 0.78402246 0.47814156] [ 0.42623382 0.52148963 0.47548074 0.82371202 0.50938995] [ 0.26197091 0.63764432 0.36002728 0.76631728 0.43940608] [ 0.52837974 0.47492094 0.51440379 0.5614659 0.53671658] [ 0.61370994 0.43185356 0.40800919 0.47547337 0.33111454] [ 0.61857635 0.53030991 0.48237393 0.41021432 0.52861127] [ 0.73354243 0.43761727 0.50939289 0.29618638 0.516227 ] [ 0.40203727 0.64770971 0.3843308 0.70507789 0.49034628] [ 0.33963522 0.62731108 0.51482247 0.72577198 0.62237964] [ 0.61876312 0.51468067 0.53756729 0.26480133 0.48424122] [ 0.65760582 0.4797938 0.53356087 0.21957413 0.54775103] [ 0.60211692 0.44494873 0.38840551 0.56469651 0.37970648] [ 0.58673191 0.45738784 0.51714663 0.4283382 0.44071775] [ 0.41050487 0.53296551 0.41424305 0.72550033 0.53006527] [ 0.38020659 0.57349268 0.34285248 0.47764542 0.44153949] [ 0.6646548 0.50282274 0.4790351 0.29552534 0.36101199] [ 0.56866526 0.56927612 0.52004994 0.45980828 0.34955445] [ 0.76844755 0.40420878 0.59361451 0.26854882 0.43859653] [ 0.42795533 0.60957668 0.54233006 0.49810009 0.37660645] [ 0.62380546 0.54788525 0.58688717 0.41609244 0.378453 ] [ 0.47585923 0.56946672 0.40791202 0.57309201 0.45566111] [ 0.7068116 0.50607866 0.57758622 0.19806915 0.533098 ] [ 0.55892462 0.66250362 0.41614817 0.69692187 0.55949888] [ 0.32136451 0.68710515 0.30287165 0.81114129 0.57244078] [ 0.84943109 0.45236092 0.63279736 0.19619043 0.38205256] [ 0.55374115 0.60421114 0.53744769 0.60418091 0.46662234] [ 0.31701888 0.47559839 0.44295846 0.82261442 0.61095953] [ 0.42233207 0.63112964 0.36305517 0.59987545 0.47347476] [ 0.71621813 0.71603691 0.40742761 0.66071857 0.48199144] [ 0.65939048 0.6695307 0.42341326 0.45454841 0.47232447] [ 0.68623457 0.33550469 0.59911504 0.52444839 0.46087323] [ 0.57415789 0.60657799 0.3882056 0.37998118 0.27920487] [ 0.43554101 0.56459348 0.41494808 0.78460085 0.57871561] [ 0.43362071 0.62055634 0.53511985 0.69556178 0.51842819] [ 0.39162421 0.60451748 0.37162412 0.76072988 0.53705468] [ 0.72356945 0.55295656 0.41600751 0.36509703 0.39910012] [ 0.44281865 0.53614326 0.52454259 0.79767867 0.57775074] [ 0.65013994 0.44048245 0.37103201 0.45550467 0.63570384] [ 0.78587703 0.53082421 0.57725824 0.32701782 0.43310956] [ 0.81105841 0.46068931 0.49862818 0.19688912 0.24725445] [ 0.71662915 0.4985183 0.48353714 0.23581837 0.40022235] [ 0.61749057 0.57973569 0.25685763 0.53808716 0.49321539] [ 0.48697475 0.57434289 0.42421552 0.48359166 0.56837732] [ 0.29837171 0.61713079 0.40463599 0.70829092 0.48457229] [ 0.44567004 0.57606054 0.47931439 0.69750126 0.480116 ] [ 0.55353037 0.44250761 0.57888542 0.54109622 0.3779769 ] [ 0.53545186 0.61499008 0.43779629 0.66418391 0.33935674] [ 0.46143264 0.65548943 0.44731883 0.60585931 0.4240724 ] [ 0.62843911 0.49393173 0.43162612 0.3934358 0.48118607] [ 0.41121204 0.69430915 0.30093976 0.79387681 0.52985851] [ 0.2695507 0.51939464 0.4697663 0.7288365 0.78244441] [ 0.67586225 0.48404184 0.52589801 0.22528449 0.44994484] [ 0.30983986 0.52593685 0.46229246 0.76106754 0.49281658] [ 0.67655346 0.5098926 0.63186666 0.5102535 0.43044088] [ 0.73449094 0.36774276 0.44307757 0.29019962 0.39074132] [ 0.48483253 0.6025992 0.45055513 0.45167426 0.50132014] [ 0.60387596 0.50308804 0.44834726 0.36320524 0.56055118] [ 0.69814887 0.50080409 0.46449144 0.37514483 0.36191788] [ 0.4638337 0.63706248 0.32509206 0.45701947 0.32164451] [ 0.39499183 0.62495055 0.41051734 0.66416398 0.45432377] [ 0.85197271 0.38019675 0.56771032 0.19642017 0.37441527] [ 0.53074543 0.63438665 0.36125608 0.71218814 0.6244395 ] [ 0.30637027 0.6144351 0.38886918 0.76712911 0.51758051] [ 0.46944253 0.53804097 0.56121255 0.35299495 0.46057842] [ 0.79342821 0.45346599 0.44022971 0.3319024 0.32605448] [ 0.50187552 0.60960341 0.52752671 0.35647081 0.52008235] [ 0.60256454 0.42878664 0.42383206 0.44130691 0.47688875] [ 0.27020371 0.64098394 0.29880861 0.70529942 0.5363663 ] [ 0.36889366 0.58321443 0.53245312 0.75880363 0.60765845] [ 0.79860531 0.38281924 0.48327797 0.14862637 0.3436442 ] [ 0.64248751 0.57251605 0.36813479 0.54719399 0.40416531] [ 0.54902999 0.4768194 0.53937451 0.66458061 0.34449913] [ 0.42954925 0.51357146 0.43133332 0.71651122 0.41261409] [ 0.62324098 0.42762476 0.53350536 0.40004948 0.40861321] [ 0.37140315 0.57946193 0.35127371 0.83326405 0.47617737] [ 0.51858093 0.46889312 0.59207118 0.34811243 0.52038743] [ 0.72997981 0.52342403 0.53961667 0.36456005 0.52876821] [ 0.58535591 0.50818397 0.42213477 0.53191249 0.38256763] [ 0.36348995 0.51723173 0.33909359 0.83101481 0.43788267] [ 0.20381667 0.59272123 0.47611967 0.72980651 0.43409654] [ 0.55897259 0.36014545 0.53900322 0.65348119 0.56777888] [ 0.76185263 0.32148672 0.55752567 0.50871884 0.43671493] [ 0.54084422 0.57423238 0.48580922 0.4400127 0.4369086 ] [ 0.66328361 0.4317022 0.63900121 0.57950816 0.32665766] [ 0.83146411 0.55925157 0.60081962 0.32559465 0.41754618] [ 0.58280768 0.5658332 0.46213716 0.58605065 0.55632252] [ 0.47746626 0.70242573 0.39298941 0.61577657 0.47897359] [ 0.50792129 0.44263032 0.55667687 0.2882696 0.50433552] [ 0.70525817 0.38188096 0.47741311 0.31937468 0.33635989] [ 0.36447729 0.72987112 0.2976246 0.70771298 0.58474317] [ 0.8022101 0.44959297 0.53895444 0.24250604 0.39398107] [ 0.49740429 0.51178408 0.54521543 0.41926881 0.4922452 ] [ 0.51300891 0.50669711 0.50395375 0.42924446 0.47306059] [ 0.72570122 0.4289401 0.50707956 0.47727094 0.42178933] [ 0.69349652 0.47301395 0.55892417 0.22651318 0.44334922] [ 0.74324458 0.44306859 0.49342408 0.31241814 0.33359327] [ 0.46313706 0.48680032 0.53116867 0.6418515 0.56388807] [ 0.61155926 0.55295968 0.33180294 0.65632684 0.56193357] [ 0.81178609 0.49959938 0.55633231 0.27461063 0.40872476] [ 0.46210171 0.72134883 0.29097183 0.59879757 0.34137786] [ 0.45435335 0.54398389 0.3641536 0.58121655 0.52546959] [ 0.28332893 0.70564141 0.46511945 0.72437541 0.5536455 ] [ 0.35506966 0.59656985 0.52359046 0.7705764 0.45987303] [ 0.84490977 0.68377819 0.48847008 0.41164556 0.36897821] [ 0.65834115 0.416316 0.43468101 0.54509883 0.30919364] [ 0.76614271 0.32862962 0.5281216 0.38170267 0.51832051] [ 0.65267693 0.40952565 0.63759793 0.56131346 0.50365637] [ 0.65603702 0.47309456 0.59691772 0.41465948 0.42874611] Progress: 57.1% ... Training loss: 0.430 ... Validation loss: 0.706[ 0.27865055 0.55323932 0.5270189 0.83213896 0.70603557] [ 0.76193384 0.58440066 0.45230077 0.53565768 0.45485903] [ 0.63659151 0.49793157 0.48504426 0.26934422 0.2955266 ] [ 0.77882967 0.35505009 0.58147809 0.22537556 0.42308696] [ 0.77705094 0.4670563 0.57652652 0.30351014 0.44986755] [ 0.55421441 0.55485562 0.56334728 0.68255271 0.42517302] [ 0.6251147 0.43317183 0.40244418 0.26970096 0.39711734] [ 0.72544131 0.42828968 0.47378105 0.32956216 0.52924445] [ 0.60579496 0.34646857 0.55659875 0.55920827 0.56379819] [ 0.33476677 0.69157505 0.58245384 0.67984314 0.51863863] [ 0.29661881 0.59318143 0.37106563 0.83371816 0.50529888] [ 0.63888956 0.54491076 0.47570099 0.4907481 0.4095623 ] [ 0.52290236 0.70068776 0.35912796 0.72103838 0.42439302] [ 0.42061154 0.57878412 0.50478106 0.62102757 0.5517751 ] [ 0.56048725 0.59303357 0.46194498 0.72873755 0.48718233] [ 0.49680738 0.48158678 0.51034224 0.58358482 0.4541307 ] [ 0.86467491 0.38909044 0.39931001 0.27311399 0.32986168] [ 0.48054144 0.52033734 0.44639413 0.75663597 0.49960128] [ 0.39938408 0.48328371 0.53378868 0.76869041 0.57057008] [ 0.53808792 0.45881792 0.62426622 0.69937331 0.58193922] [ 0.80524098 0.47295762 0.44664488 0.41246459 0.36387997] [ 0.5845928 0.53417623 0.49660472 0.45310081 0.53812855] [ 0.40542441 0.62071917 0.31948685 0.79845726 0.4207139 ] [ 0.6052226 0.56454944 0.38637342 0.21729658 0.35829721] [ 0.65692024 0.3949013 0.56605583 0.39177694 0.47950857] [ 0.4984777 0.40264061 0.35360363 0.37009651 0.37539445] [ 0.26308289 0.78308869 0.30473146 0.76601766 0.50502184] [ 0.31477128 0.59650576 0.38611786 0.80067827 0.4161966 ] [ 0.71218929 0.51917237 0.57324502 0.40619724 0.43702207] [ 0.56007328 0.46157082 0.44130759 0.5517122 0.49387003] [ 0.58921223 0.54421873 0.54328518 0.36753705 0.59498685] [ 0.440055 0.52837041 0.30590074 0.55560278 0.55199918] [ 0.54219607 0.32752413 0.4410391 0.48686428 0.49286789] [ 0.67298666 0.51567278 0.60081749 0.32350969 0.47293949] [ 0.38875112 0.56170309 0.56824861 0.60617147 0.45643849] [ 0.4996567 0.61827036 0.38102491 0.79960252 0.59231298] [ 0.65391125 0.45838309 0.5813807 0.53281322 0.50192027] [ 0.2463427 0.68922913 0.30618746 0.7091515 0.54612887] [ 0.4896684 0.45027929 0.62108375 0.44315937 0.60348141] [ 0.81641615 0.37334544 0.55586645 0.18204629 0.39798695] [ 0.63294782 0.45777091 0.3777892 0.31728889 0.31850362] [ 0.73677167 0.60685132 0.46957808 0.29915668 0.40804004] [ 0.49468361 0.55502525 0.35166051 0.7264861 0.32137442] [ 0.40973256 0.53695896 0.52541182 0.74486041 0.49119173] [ 0.6560986 0.50092852 0.48658035 0.40960466 0.35082518] [ 0.68049565 0.59257573 0.54091137 0.59718077 0.45988744] [ 0.81174598 0.4682094 0.497542 0.43500757 0.38069345] [ 0.45103183 0.64405844 0.30339501 0.63941692 0.41423931] [ 0.76954807 0.38424394 0.59015912 0.41182073 0.43629041] [ 0.44717937 0.68403418 0.32948569 0.58686656 0.37955073] [ 0.59547551 0.39805199 0.53326012 0.33546266 0.41849167] [ 0.55371655 0.48261707 0.50096154 0.48350956 0.41942245] [ 0.83625135 0.39953625 0.55685116 0.35995391 0.39028467] [ 0.51344738 0.50655449 0.50398955 0.42920015 0.47299818] [ 0.65334519 0.64315569 0.2917855 0.36736757 0.41972765] [ 0.83321965 0.50866625 0.5606203 0.25366978 0.39674308] [ 0.71623206 0.49828438 0.43393442 0.32862193 0.43580232] [ 0.50656559 0.56260715 0.48647686 0.49968358 0.62018649] [ 0.402969 0.5779126 0.45390829 0.69415523 0.42522696] [ 0.67706891 0.58054548 0.36383466 0.36763621 0.2633787 ] [ 0.66752359 0.5522559 0.51218473 0.56846627 0.44413173] [ 0.49072456 0.62863841 0.42924648 0.5075256 0.36696398] [ 0.37428643 0.56376541 0.35329495 0.4942216 0.54101833] [ 0.52265633 0.44372627 0.45946081 0.62585627 0.50645231] [ 0.31956585 0.55213794 0.56133945 0.62234942 0.42516546] [ 0.32525619 0.52231522 0.50274357 0.7035294 0.46173306] [ 0.57356256 0.61363274 0.39668465 0.58585818 0.48829382] [ 0.38998503 0.4755142 0.57785735 0.72652129 0.58670784] [ 0.23237367 0.4920182 0.45297142 0.84624089 0.70331634] [ 0.59340483 0.56437498 0.41442792 0.57078673 0.44431453] [ 0.70814922 0.3929627 0.61121889 0.47515813 0.45158558] [ 0.31130085 0.54322372 0.413434 0.78635845 0.47645353] [ 0.65035874 0.37475354 0.46291285 0.52212456 0.44813616] [ 0.69885134 0.50498981 0.52397059 0.47970055 0.42401798] [ 0.16109655 0.55650647 0.50177242 0.76627327 0.56320593] [ 0.73928342 0.53928567 0.64281022 0.50976998 0.37704517] [ 0.54335203 0.39091558 0.53012151 0.67081101 0.41624273] [ 0.73124367 0.4779322 0.46014793 0.34170063 0.43685281] [ 0.78559022 0.35534023 0.59846236 0.29597009 0.50098727] [ 0.72054644 0.40610824 0.60813888 0.42548269 0.39926406] [ 0.82309929 0.31956775 0.66349636 0.21343865 0.32226839] [ 0.40453016 0.55781165 0.39674259 0.70007244 0.59113147] [ 0.15128483 0.74383612 0.42107991 0.79723316 0.52986035] [ 0.72402793 0.51017203 0.49950164 0.3795765 0.38125975] [ 0.51015816 0.62929566 0.54988897 0.59467161 0.38238066] [ 0.49573316 0.49936874 0.52778088 0.47095703 0.48878552] [ 0.57000609 0.56949344 0.56228374 0.41199058 0.42649933] [ 0.66565407 0.58016492 0.50780786 0.38987481 0.51711096] [ 0.51187394 0.43454433 0.43495569 0.78546188 0.55853139] [ 0.76107737 0.39512008 0.40979881 0.30559406 0.40706089] [ 0.55565292 0.54753581 0.43722505 0.26415738 0.40158525] [ 0.59109104 0.63986706 0.46124687 0.49608571 0.38520228] [ 0.26110017 0.56802286 0.50085251 0.70706216 0.55042059] [ 0.38169582 0.42114427 0.55489499 0.51296548 0.5946718 ] [ 0.45640856 0.72275094 0.27607277 0.51549245 0.45887495] [ 0.34397447 0.67660483 0.44062833 0.66927454 0.51026039] [ 0.63760969 0.58444534 0.40404816 0.62813181 0.32929841] [ 0.43719605 0.36869669 0.5730248 0.73585694 0.40622776] [ 0.49468361 0.55502525 0.35166051 0.7264861 0.32137442] [ 0.62543436 0.57881785 0.36374241 0.62818045 0.42580008] [ 0.57260979 0.5505936 0.44054536 0.57193837 0.35742412] [ 0.19560144 0.70175053 0.27929398 0.70434713 0.53173494] [ 0.44525787 0.4608988 0.47243042 0.71273205 0.4232422 ] [ 0.31407603 0.64745761 0.37567456 0.56388668 0.5306282 ] [ 0.74555914 0.51764766 0.56573441 0.21937717 0.50644135] [ 0.32888841 0.61246501 0.48927794 0.84721689 0.6712313 ] [ 0.25586297 0.58715783 0.36246461 0.9027266 0.5727343 ] [ 0.37145138 0.5813241 0.44288793 0.77194899 0.38519264] [ 0.53759414 0.67928007 0.39081172 0.73932943 0.48402863] [ 0.76161009 0.44897037 0.54297134 0.4010408 0.39778234] [ 0.86493873 0.38938549 0.52668345 0.16778608 0.41689147] [ 0.46332203 0.53084243 0.37860324 0.72292374 0.53335564] [ 0.55905481 0.52871221 0.59573054 0.56367951 0.55599342] [ 0.79926217 0.44831379 0.53608359 0.61925301 0.36085894] [ 0.33827301 0.61045818 0.46174427 0.80169137 0.39531892] [ 0.33153872 0.7118184 0.48209039 0.69134661 0.54468527] [ 0.36678263 0.43729112 0.36925518 0.72607219 0.43280885] [ 0.55075237 0.4846562 0.45840365 0.51348694 0.36589917] [ 0.51998134 0.48388213 0.49654262 0.54398329 0.48957458] [ 0.65837379 0.39894361 0.50680883 0.55117857 0.48236676] [ 0.63609103 0.54249192 0.41893429 0.52776085 0.3799325 ] [ 0.4649277 0.53927271 0.55299512 0.71097107 0.53384336] [ 0.41384643 0.57222205 0.44954355 0.71068556 0.36891352] [ 0.61014624 0.59910277 0.36553894 0.64971464 0.53352 ] [ 0.59404483 0.43685631 0.54453211 0.5413563 0.35816465] [ 0.21870139 0.64862601 0.43537364 0.7952621 0.43265246] [ 0.28912517 0.70677518 0.38845665 0.75268175 0.46765891] [ 0.76592749 0.45752701 0.51602624 0.37789637 0.4370108 ] Progress: 57.1% ... Training loss: 0.429 ... Validation loss: 0.705[ 0.58326461 0.38603078 0.49933009 0.56753321 0.44375314] [ 0.85583502 0.39180498 0.41057574 0.28724471 0.33088249] [ 0.55448107 0.44228603 0.578961 0.54055628 0.37791614] [ 0.72723447 0.49187207 0.49126886 0.24870508 0.38481838] [ 0.54874551 0.51679866 0.6050277 0.42924063 0.48868847] [ 0.39532737 0.64806359 0.27928666 0.63124162 0.5215175 ] [ 0.78060117 0.4238649 0.56125388 0.27538816 0.33826135] [ 0.40859842 0.6025512 0.52999025 0.82946789 0.63100372] [ 0.55303819 0.58707116 0.49540562 0.62267563 0.48905787] [ 0.58977048 0.64968415 0.42627028 0.61372783 0.56512152] [ 0.72264034 0.478784 0.42391475 0.39427565 0.38951365] [ 0.40920514 0.47062547 0.42368003 0.60874147 0.60909286] [ 0.45347336 0.71252429 0.46801558 0.61222352 0.46606537] [ 0.86039016 0.45604277 0.48678088 0.21697248 0.3566876 ] [ 0.63137339 0.51686792 0.46617762 0.42552775 0.38087487] [ 0.76374056 0.52155371 0.41056301 0.27035388 0.37852401] [ 0.37475195 0.73737522 0.34397148 0.6735167 0.3809763 ] [ 0.53482226 0.43082025 0.4295694 0.41337227 0.37610766] [ 0.44185168 0.60615737 0.33246576 0.65902968 0.42626188] [ 0.45518915 0.50686644 0.51181307 0.7341058 0.48324753] [ 0.51393758 0.5575177 0.3668322 0.4804995 0.46385536] [ 0.23170874 0.69905562 0.53065991 0.73029107 0.60606449] [ 0.70935734 0.34139959 0.60317246 0.43133789 0.44214272] [ 0.81203638 0.52885579 0.30973433 0.41939127 0.34121322] [ 0.677341 0.49268811 0.49708301 0.37990859 0.45461904] [ 0.4343944 0.57395333 0.31368938 0.64086176 0.43487447] [ 0.30054396 0.69586072 0.47654346 0.78487374 0.56679848] [ 0.79105131 0.4321013 0.43200226 0.34626639 0.34368219] [ 0.54063442 0.48592088 0.2995823 0.69026845 0.39922925] [ 0.34963521 0.694307 0.39554152 0.70717815 0.37348972] [ 0.63613744 0.52750326 0.57994655 0.33510854 0.45944069] [ 0.49135195 0.64840591 0.41740216 0.50051218 0.53313803] [ 0.81162243 0.49128317 0.50966046 0.37584815 0.40234801] [ 0.67223047 0.47965426 0.53036535 0.4988017 0.43976884] [ 0.70998716 0.4776768 0.59779738 0.45384371 0.43286098] [ 0.66355987 0.40672182 0.55367283 0.69710505 0.47261533] [ 0.42765371 0.64960905 0.62155883 0.66969683 0.65555534] [ 0.70858971 0.51901617 0.43114454 0.37221225 0.38153499] [ 0.21480414 0.5694983 0.43270248 0.86742885 0.52854616] [ 0.64156533 0.57421478 0.31142924 0.38549289 0.372762 ] [ 0.43822863 0.56913125 0.38949006 0.68473189 0.4128228 ] [ 0.67037021 0.40900134 0.44060806 0.55354027 0.53688026] [ 0.4808277 0.5455546 0.47724994 0.45460026 0.59664712] [ 0.64577405 0.41506039 0.5548909 0.35988104 0.42871139] [ 0.64413922 0.41077572 0.53723764 0.18810321 0.37716846] [ 0.48464864 0.48834153 0.49394694 0.81777516 0.5545884 ] [ 0.65969047 0.5878624 0.47380672 0.42895382 0.38114982] [ 0.72933345 0.33299084 0.58483927 0.55893495 0.3889454 ] [ 0.5907611 0.34357544 0.31064426 0.3052405 0.41756619] [ 0.46718516 0.56513313 0.36093297 0.51189495 0.54150567] [ 0.54153027 0.42191562 0.56524283 0.54638124 0.55968978] [ 0.73832332 0.35856481 0.67951132 0.53953894 0.41557684] [ 0.28360203 0.62127268 0.41027451 0.80172887 0.47764803] [ 0.63875134 0.42398867 0.55626158 0.60355739 0.34353482] [ 0.59009176 0.56050049 0.41140442 0.47011141 0.39526267] [ 0.52992788 0.58211008 0.41776776 0.48182189 0.36425734] [ 0.45834631 0.45923211 0.60587899 0.7120637 0.3601342 ] [ 0.31120813 0.6769062 0.40516247 0.68982131 0.47441949] [ 0.32280672 0.55665734 0.42312333 0.71169511 0.67377599] [ 0.48811784 0.64842173 0.34174742 0.72458033 0.54006701] [ 0.66894542 0.64381012 0.32631235 0.57520715 0.53086249] [ 0.78083239 0.42474499 0.35708996 0.25055179 0.36651093] [ 0.34661792 0.57740587 0.36740155 0.7816458 0.48186244] [ 0.44047022 0.54574091 0.4249682 0.39824295 0.50966776] [ 0.65751794 0.33811483 0.58403792 0.30448024 0.39600022] [ 0.51580426 0.73019385 0.28032543 0.68166728 0.51398623] [ 0.27482632 0.48506702 0.57285458 0.87272038 0.66426612] [ 0.73575486 0.5474066 0.49579153 0.40910051 0.39314369] [ 0.70168436 0.48843155 0.63030145 0.32536557 0.50914885] [ 0.68472521 0.54212196 0.43980099 0.39467902 0.4076846 ] [ 0.66165651 0.38299542 0.54889508 0.40673833 0.47823672] [ 0.70833249 0.59939355 0.43289211 0.42105065 0.3940938 ] [ 0.54335755 0.57768353 0.53835797 0.75358877 0.55914957] [ 0.70485661 0.4769921 0.40442542 0.27779654 0.33401862] [ 0.36705224 0.6655864 0.34344481 0.71262749 0.60494803] [ 0.55899604 0.65592138 0.2992988 0.62131086 0.48502294] [ 0.47423491 0.58301333 0.56368617 0.63387982 0.55100967] [ 0.42282054 0.706283 0.39625482 0.71680615 0.49321248] [ 0.64284421 0.49489945 0.39440832 0.35327672 0.32569704] [ 0.46631713 0.53478783 0.35654467 0.49233747 0.54332037] [ 0.35042206 0.66982898 0.40853361 0.64092171 0.47761377] [ 0.36757016 0.6883931 0.42138754 0.63664806 0.54902318] [ 0.77815852 0.45624155 0.45904436 0.25687766 0.406973 ] [ 0.5568271 0.53057012 0.58237659 0.61707916 0.41597162] [ 0.70076892 0.38174574 0.61622524 0.53474736 0.47890001] [ 0.30532906 0.70121331 0.38763454 0.69536642 0.47275203] [ 0.60009574 0.43099382 0.49205678 0.44497182 0.50373876] [ 0.38110039 0.45346346 0.59803231 0.76441006 0.58199108] [ 0.58860321 0.58142691 0.50357678 0.47509197 0.46662804] [ 0.35045803 0.44871316 0.45842119 0.54148337 0.52709978] [ 0.80278813 0.49403574 0.56069334 0.22332751 0.42907419] [ 0.65386856 0.40854904 0.48841319 0.28857784 0.45426828] [ 0.42077155 0.468091 0.50153518 0.78093295 0.61825162] [ 0.49581462 0.52090081 0.56468192 0.41287941 0.50884331] [ 0.38768804 0.54962269 0.35740369 0.42247747 0.56851587] [ 0.52554197 0.59932225 0.4260768 0.47364054 0.46286029] [ 0.43104461 0.63641087 0.32680154 0.71924807 0.4924283 ] [ 0.65439299 0.45567587 0.42705222 0.35509957 0.52481533] [ 0.26171241 0.48481125 0.47515063 0.8047147 0.4512661 ] [ 0.4753665 0.54539031 0.36971695 0.5124271 0.46361942] [ 0.65483897 0.6193925 0.36411468 0.45746007 0.33620014] [ 0.38752723 0.57904906 0.39042144 0.6153172 0.46773081] [ 0.40821028 0.55989318 0.35882977 0.62914987 0.49581066] [ 0.81199655 0.37522323 0.61562285 0.35955902 0.42862937] [ 0.57245974 0.53702826 0.39795814 0.63271982 0.37919465] [ 0.88931154 0.3696435 0.60537111 0.13645331 0.29717507] [ 0.67546899 0.51788412 0.42076382 0.33209351 0.33767042] [ 0.45938191 0.56602717 0.58722247 0.74659167 0.61715614] [ 0.3793641 0.462853 0.43187773 0.67391727 0.54061288] [ 0.66147302 0.64372247 0.46420311 0.55906129 0.33335941] [ 0.45273732 0.59204781 0.37042765 0.77234442 0.63570531] [ 0.33276411 0.39456101 0.521186 0.74520155 0.61409777] [ 0.52107756 0.74736849 0.29024236 0.60403277 0.38725873] [ 0.66254336 0.35495397 0.50453952 0.69035009 0.49457421] [ 0.56764428 0.46898506 0.39531412 0.51507744 0.56095156] [ 0.43609649 0.43085921 0.53120096 0.55537724 0.49800126] [ 0.59131532 0.60136116 0.52117968 0.49222242 0.53563176] [ 0.58892102 0.54198114 0.53204436 0.33682127 0.61163163] [ 0.75116362 0.50527198 0.56064018 0.43953848 0.39475386] [ 0.29304834 0.57731302 0.46175496 0.79356079 0.62377773] [ 0.74911788 0.34890346 0.54687314 0.46360318 0.37408096] [ 0.54307282 0.50987533 0.57349481 0.634437 0.41928423] [ 0.68110266 0.41519623 0.400648 0.22920095 0.38233643] [ 0.68862788 0.53982259 0.50417257 0.25657431 0.44799856] [ 0.71473163 0.43828409 0.40716467 0.34315381 0.44323112] [ 0.6039077 0.39126088 0.5566736 0.55521704 0.47183092] [ 0.302554 0.72704509 0.31153446 0.71818345 0.53947821] [ 0.67400088 0.51028235 0.45434537 0.43793629 0.28582313] Progress: 57.2% ... Training loss: 0.429 ... Validation loss: 0.707[ 0.35961412 0.56429504 0.52009097 0.69474314 0.37094125] [ 0.60309107 0.50475979 0.41976341 0.37041967 0.47533721] [ 0.57385236 0.50778997 0.50652926 0.6425101 0.40907009] [ 0.56146426 0.51541687 0.48492195 0.41836672 0.43750727] [ 0.58861216 0.40902473 0.56860275 0.31170266 0.47833859] [ 0.674247 0.48493206 0.52552871 0.22595445 0.45022746] [ 0.42847091 0.43866535 0.65733637 0.42589752 0.52330536] [ 0.24061344 0.4818186 0.38474347 0.74928181 0.66623917] [ 0.35346057 0.71769589 0.35910712 0.7875735 0.5177555 ] [ 0.41811237 0.52581583 0.5274953 0.3673058 0.6589545 ] [ 0.1498651 0.69677483 0.31836027 0.81867249 0.633237 ] [ 0.55227891 0.5172894 0.46788363 0.75672301 0.38551648] [ 0.66664745 0.4161499 0.4689061 0.5616189 0.44063897] [ 0.57121393 0.45131086 0.5185231 0.5553797 0.46346796] [ 0.67751745 0.51308243 0.35586335 0.46082984 0.47400916] [ 0.51880055 0.427954 0.42802702 0.75661697 0.50262625] [ 0.53595478 0.54228993 0.45471817 0.59245335 0.39652797] [ 0.84200776 0.37739242 0.58276413 0.34939656 0.36743614] [ 0.72208223 0.56460742 0.48775326 0.35885933 0.33356777] [ 0.70583592 0.54182663 0.44015921 0.52090753 0.47677131] [ 0.6743327 0.39342736 0.54528554 0.38091736 0.41730647] [ 0.66287806 0.50655605 0.46701365 0.28692162 0.45227777] [ 0.62064924 0.52240534 0.50221725 0.33305456 0.32994997] [ 0.36881156 0.52533408 0.51607875 0.55083226 0.56975654] [ 0.68287063 0.45394238 0.6658564 0.54688659 0.49220506] [ 0.71351947 0.33039437 0.56654679 0.36508024 0.45220785] [ 0.5696437 0.53270608 0.343882 0.2916455 0.42103181] [ 0.30230635 0.64853373 0.28502178 0.610703 0.45969065] [ 0.48178086 0.52452097 0.44601951 0.49503049 0.54458768] [ 0.61257758 0.48796136 0.61553882 0.55200459 0.47153162] [ 0.66103055 0.64390159 0.46412473 0.55916955 0.3334335 ] [ 0.64375616 0.56351063 0.4778391 0.26353286 0.39887858] [ 0.59542382 0.5291559 0.49096123 0.52379884 0.51805777] [ 0.34372664 0.5575509 0.42602803 0.8009063 0.46732092] [ 0.46682206 0.53845862 0.55330357 0.71015865 0.53358071] [ 0.79838213 0.39996097 0.45300342 0.35899485 0.42546255] [ 0.51159478 0.39731427 0.5496035 0.39802741 0.36133596] [ 0.72200519 0.42056723 0.64695851 0.34223448 0.44896575] [ 0.59392491 0.57896198 0.38824201 0.43306043 0.50218912] [ 0.6275008 0.41174238 0.41925908 0.48336981 0.36552925] [ 0.36059691 0.56381439 0.52616596 0.66463629 0.47203664] [ 0.33206119 0.57866046 0.48394884 0.5102969 0.5455173 ] [ 0.69968458 0.38890916 0.43476244 0.2637951 0.36554999] [ 0.55177756 0.38028201 0.57437053 0.36734712 0.41193003] [ 0.60180117 0.33863174 0.44543665 0.51547245 0.36717385] [ 0.40279259 0.50856911 0.53289435 0.43127797 0.633365 ] [ 0.71279143 0.49228981 0.40273592 0.37051371 0.35573872] [ 0.58650184 0.50050201 0.52900582 0.81188329 0.52755885] [ 0.62442637 0.41490677 0.60602692 0.59462644 0.38856838] [ 0.74568398 0.44245816 0.3698483 0.34067615 0.41533492] [ 0.77429832 0.50397459 0.60064709 0.35789441 0.42051321] [ 0.7150002 0.53977835 0.40435077 0.40765402 0.34528764] [ 0.38277643 0.64178121 0.50800697 0.79509806 0.55142689] [ 0.55526814 0.49728619 0.39261598 0.61591159 0.37255494] [ 0.46029668 0.52083321 0.37666674 0.53963942 0.51319176] [ 0.7783894 0.42758224 0.52196999 0.53689616 0.34072856] [ 0.53603109 0.51328569 0.51028721 0.66968589 0.4410707 ] [ 0.71903555 0.40309545 0.55507564 0.25298847 0.35472582] [ 0.64549323 0.48362029 0.62397592 0.26032789 0.50109591] [ 0.57794991 0.38492387 0.53769104 0.4181742 0.49155649] [ 0.6826283 0.35630435 0.56434448 0.68793615 0.46097846] [ 0.40518126 0.55395886 0.54044025 0.74163088 0.45403415] [ 0.39423533 0.64605144 0.25734992 0.7259214 0.46901006] [ 0.6986271 0.59759541 0.63774343 0.41965229 0.44497222] [ 0.46838064 0.48558508 0.53316374 0.34274083 0.50525361] [ 0.58888702 0.33553516 0.59945262 0.39986449 0.51480409] [ 0.59833931 0.56113482 0.32954047 0.48052512 0.42605275] [ 0.61757054 0.58410172 0.52843535 0.46311867 0.42984887] [ 0.20341169 0.60274031 0.39402848 0.87930676 0.61207023] [ 0.5518743 0.65911491 0.31243242 0.40053408 0.3670356 ] [ 0.66114424 0.44322929 0.58778129 0.29049988 0.54471667] [ 0.77979636 0.50773506 0.48651771 0.20367957 0.29739193] [ 0.59315407 0.52036769 0.49308198 0.52022647 0.62964149] [ 0.84051758 0.45241154 0.55785426 0.22178486 0.38548415] [ 0.37242872 0.50325243 0.43002143 0.5849547 0.55292573] [ 0.54959724 0.45859267 0.58051164 0.29764733 0.51329263] [ 0.63009607 0.66646292 0.3332524 0.57346663 0.44204504] [ 0.64745565 0.56565541 0.53892854 0.6580064 0.42648176] [ 0.36978819 0.60767144 0.52731712 0.71522323 0.41851165] [ 0.50162721 0.53358754 0.67483833 0.68826008 0.61537177] [ 0.41608624 0.59790162 0.54730157 0.69482028 0.51075357] [ 0.23191165 0.50843968 0.56644802 0.58687575 0.49965124] [ 0.57880995 0.53718523 0.51845613 0.44803538 0.40946487] [ 0.49503474 0.59274341 0.36470421 0.67282928 0.55551634] [ 0.74450401 0.41126735 0.59354009 0.37601758 0.41821799] [ 0.7833312 0.363433 0.55156216 0.48509982 0.38767467] [ 0.68400512 0.25094764 0.44852285 0.30268344 0.38079403] [ 0.29267608 0.55041755 0.51489399 0.70076463 0.51141019] [ 0.83576779 0.55620848 0.63392518 0.37598693 0.35876557] [ 0.32639353 0.62038274 0.55020634 0.58968151 0.66293742] [ 0.75189168 0.44757526 0.39285558 0.48193554 0.32032723] [ 0.56787123 0.56066231 0.32337888 0.64160306 0.54596917] [ 0.54854141 0.4945966 0.48412879 0.47145294 0.44020565] [ 0.45524922 0.54361003 0.36427892 0.5807618 0.52542904] [ 0.86055891 0.4695025 0.44768127 0.20718986 0.40606096] [ 0.5541022 0.50022696 0.47878156 0.55901544 0.36978885] [ 0.67392832 0.48091434 0.39240588 0.5598218 0.45358182] [ 0.45444282 0.41129493 0.61432993 0.65121971 0.52446732] [ 0.71001692 0.41995485 0.60101272 0.40367053 0.5053323 ] [ 0.70887772 0.40003306 0.69074539 0.51926375 0.34474527] [ 0.37258271 0.52095626 0.4283169 0.47202636 0.42495433] [ 0.74398242 0.34190032 0.5796818 0.26726855 0.31389726] [ 0.60402052 0.53772603 0.48943073 0.38134367 0.54659708] [ 0.35511264 0.52022381 0.43365335 0.53877192 0.50962941] [ 0.71879183 0.54164498 0.54910533 0.41739505 0.5496035 ] [ 0.30489794 0.58576035 0.37117392 0.85255738 0.57211166] [ 0.68746301 0.44410853 0.4794817 0.28000036 0.39062056] [ 0.74498965 0.48554402 0.58400833 0.4861284 0.4210213 ] [ 0.39256585 0.61645495 0.36466559 0.74955603 0.32890428] [ 0.64931276 0.44117339 0.45515085 0.47845151 0.404506 ] [ 0.71498993 0.43885821 0.54378315 0.53958524 0.49367801] [ 0.39837956 0.56846589 0.46853248 0.78648591 0.49076646] [ 0.77541691 0.49924175 0.59423127 0.41542207 0.3475972 ] [ 0.49972505 0.49896343 0.37567175 0.48144275 0.51907014] [ 0.64680487 0.49407169 0.46458251 0.43373678 0.38857497] [ 0.24428962 0.74470104 0.32248268 0.80464061 0.45497272] [ 0.79996824 0.48213124 0.46662081 0.37760323 0.44174173] [ 0.63611251 0.5062624 0.44338679 0.46157825 0.55504983] [ 0.53605384 0.49517503 0.56704232 0.39533373 0.56127309] [ 0.53212784 0.63160282 0.36161545 0.44710918 0.58997158] [ 0.6550943 0.52174726 0.44023897 0.37329628 0.46737737] [ 0.42837865 0.64804612 0.54846576 0.53483488 0.41734418] [ 0.70658267 0.37014725 0.56468632 0.39955092 0.49083917] [ 0.77800249 0.46966405 0.38518018 0.36001091 0.30560633] [ 0.74369772 0.45968487 0.57123004 0.20104252 0.37514904] [ 0.82555077 0.4445096 0.45317112 0.23274005 0.39350598] [ 0.30180145 0.47497062 0.40859734 0.74703802 0.46148772] [ 0.51994063 0.42730238 0.48399605 0.64668599 0.42797686] Progress: 57.2% ... Training loss: 0.429 ... Validation loss: 0.706[ 0.29232197 0.64189491 0.47629447 0.83108647 0.43629913] [ 0.53000586 0.42960294 0.53863862 0.39000334 0.45014735] [ 0.52196714 0.63743646 0.36671413 0.52641033 0.48811007] [ 0.47997866 0.50287485 0.55704104 0.55381949 0.4311059 ] [ 0.20322683 0.79115999 0.27975247 0.86659554 0.44152551] [ 0.50655808 0.43428918 0.62048116 0.67770394 0.45448267] [ 0.48814511 0.65654092 0.38520737 0.68319629 0.54533094] [ 0.82476496 0.36515491 0.61640733 0.25257942 0.44333379] [ 0.29702052 0.5790253 0.36407663 0.77740045 0.50136991] [ 0.68352424 0.46549962 0.52984944 0.28785633 0.48087613] [ 0.67556448 0.32893983 0.59054562 0.63960755 0.45313821] [ 0.56963324 0.42658781 0.51231426 0.33430087 0.47478637] [ 0.62015474 0.48621739 0.45942343 0.40762481 0.44908621] [ 0.39764682 0.57411263 0.43750812 0.62845138 0.37812309] [ 0.52741242 0.61665335 0.3503225 0.57478551 0.46481258] [ 0.67417876 0.4077667 0.46835467 0.52348435 0.33237611] [ 0.16936218 0.57028821 0.50460614 0.72482191 0.5960091 ] [ 0.68444836 0.34859742 0.68953432 0.28714682 0.36350281] [ 0.38742448 0.61229659 0.54830525 0.52342342 0.43275598] [ 0.33703712 0.49320114 0.53314982 0.57430252 0.50866007] [ 0.29786278 0.54845438 0.39992965 0.6775101 0.46530437] [ 0.60577498 0.4772166 0.40153317 0.34030253 0.38331336] [ 0.57469316 0.4777408 0.46945225 0.41543689 0.56484439] [ 0.62097444 0.48515 0.3864548 0.52452907 0.33845782] [ 0.53564972 0.60622682 0.52897491 0.57210994 0.58037153] [ 0.47802304 0.50701327 0.44701787 0.50959374 0.47510329] [ 0.59838218 0.36470838 0.53673465 0.48101479 0.37080967] [ 0.67364743 0.52802465 0.46497189 0.36307395 0.35525648] [ 0.7447478 0.50237053 0.54870922 0.43666155 0.43088137] [ 0.78309844 0.53194351 0.49856453 0.31506358 0.51795813] [ 0.70209532 0.36740893 0.71299456 0.24610241 0.48001869] [ 0.35003563 0.47382035 0.37514607 0.77904594 0.47168049] [ 0.57018275 0.60306386 0.49159158 0.48420393 0.39237754] [ 0.72029365 0.54732683 0.53154175 0.27281167 0.39662065] [ 0.61914153 0.47447221 0.44830974 0.45185428 0.51479039] [ 0.77684817 0.40101607 0.66544615 0.53432584 0.34791304] [ 0.43059272 0.59184344 0.34409448 0.58013129 0.3614843 ] [ 0.49200158 0.59934702 0.45058427 0.54559001 0.46395685] [ 0.64220778 0.55428017 0.44171958 0.34970752 0.42012889] [ 0.7629365 0.48736093 0.55593083 0.36580931 0.49732388] [ 0.39594775 0.55187804 0.51885921 0.53053625 0.49939427] [ 0.3820646 0.49378244 0.49641014 0.65434853 0.49989395] [ 0.45472493 0.52104548 0.39393564 0.5099397 0.41745142] [ 0.55795418 0.52003021 0.45775488 0.46149376 0.39783761] [ 0.71511152 0.48604162 0.60153783 0.22865321 0.51524545] [ 0.64034203 0.56650512 0.45382969 0.5338427 0.37728673] [ 0.38755055 0.48798824 0.50048206 0.66001988 0.48967119] [ 0.46360209 0.41106269 0.46953529 0.51309688 0.48825672] [ 0.74826051 0.31321296 0.58049251 0.26679091 0.35128378] [ 0.76674487 0.50636006 0.40601865 0.27869606 0.32563081] [ 0.75318404 0.41286665 0.46473687 0.37607832 0.44419238] [ 0.74604287 0.40023376 0.6050532 0.56259024 0.39147865] [ 0.7865836 0.62701607 0.4648819 0.50700741 0.45005249] [ 0.32038363 0.60040556 0.50316971 0.73978463 0.55390109] [ 0.63221648 0.51797362 0.43225453 0.51685207 0.35721006] [ 0.42824259 0.60598921 0.33645722 0.54437935 0.58307138] [ 0.41281184 0.61661855 0.31194474 0.48032683 0.44487051] [ 0.45021409 0.69440908 0.31483019 0.52077789 0.3908172 ] [ 0.55697293 0.52156672 0.45737487 0.49137779 0.37849469] [ 0.63915589 0.44861301 0.60147184 0.36524899 0.51441825] [ 0.65216203 0.37703768 0.63292449 0.68107307 0.474315 ] [ 0.42901919 0.53139763 0.57036026 0.59439614 0.65076893] [ 0.61968066 0.57947658 0.30177127 0.30064922 0.32768948] [ 0.69262789 0.43394404 0.58392414 0.33396757 0.43543429] [ 0.71032509 0.49897503 0.52684175 0.29897312 0.48504714] [ 0.58178549 0.44060875 0.46493242 0.54858858 0.41140293] [ 0.51348101 0.55101523 0.53552356 0.53432605 0.45933942] [ 0.60053976 0.40520715 0.57049216 0.35619624 0.46508668] [ 0.53257945 0.53469466 0.41125416 0.35978435 0.46700266] [ 0.5544834 0.45949165 0.39171222 0.7651672 0.50985273] [ 0.70616677 0.43433927 0.52511147 0.33553402 0.52453162] [ 0.56373348 0.34011857 0.55956887 0.54555314 0.40098938] [ 0.316616 0.53774589 0.5594184 0.51057855 0.53115372] [ 0.44187655 0.60723647 0.57688314 0.57000102 0.5086019 ] [ 0.4784621 0.60813264 0.32502087 0.57711189 0.40663817] [ 0.48233581 0.63999067 0.30030608 0.67401409 0.51368636] [ 0.65325845 0.65706596 0.4767125 0.48762169 0.49566669] [ 0.49456395 0.62086581 0.4543867 0.53703373 0.489082 ] [ 0.73405779 0.44937983 0.4717074 0.20307107 0.37727401] [ 0.70111119 0.50382728 0.51763917 0.41396289 0.5445081 ] [ 0.53481639 0.40651592 0.4885003 0.20648687 0.44848467] [ 0.47321655 0.58759031 0.435862 0.7163473 0.56929326] [ 0.65769177 0.39736704 0.46191926 0.4055364 0.44585754] [ 0.86770402 0.46754007 0.54955799 0.21681055 0.42616172] [ 0.51602956 0.51525459 0.53690319 0.72113561 0.45339664] [ 0.40797565 0.46062537 0.61169988 0.73635256 0.56383109] [ 0.32010908 0.55860296 0.32761701 0.87306015 0.64896999] [ 0.66931021 0.60156043 0.36283822 0.68649222 0.35742261] [ 0.56115479 0.64165975 0.32877532 0.44848345 0.48636647] [ 0.4071999 0.7438278 0.317791 0.77960579 0.31873089] [ 0.83620613 0.38036176 0.34048727 0.14869881 0.25770721] [ 0.52622149 0.48491211 0.52801557 0.2494972 0.39904503] [ 0.64755122 0.39950116 0.42193673 0.68306883 0.36038854] [ 0.60655211 0.67690356 0.31752959 0.52272921 0.33533187] [ 0.27464198 0.65301921 0.39318539 0.57495258 0.54593052] [ 0.75949665 0.48778687 0.46886452 0.30299372 0.3995981 ] [ 0.48378097 0.65989693 0.34065526 0.57078905 0.42038941] [ 0.77023096 0.58219245 0.43520857 0.44174069 0.31205299] [ 0.8133866 0.40304452 0.58589455 0.2377066 0.41583787] [ 0.36806472 0.56789648 0.50978625 0.53992852 0.46960098] [ 0.43392434 0.46623936 0.43445807 0.60983528 0.44054492] [ 0.17072136 0.59438999 0.39906703 0.92862112 0.61539483] [ 0.24073114 0.56199751 0.46936387 0.74844879 0.46838222] [ 0.46465 0.63668189 0.48597901 0.75234051 0.3797004 ] [ 0.33635342 0.58138546 0.4554721 0.55482649 0.41187389] [ 0.46767693 0.50364194 0.51583654 0.50258876 0.59993311] [ 0.42275004 0.59170856 0.43157922 0.67285134 0.48888857] [ 0.81535012 0.34774641 0.61474549 0.23967362 0.40104307] [ 0.76549926 0.42101966 0.65071262 0.17568663 0.49230571] [ 0.63143771 0.47259003 0.51742773 0.30994914 0.46761944] [ 0.73109683 0.37151228 0.44540633 0.30446525 0.37916899] [ 0.60721915 0.50118172 0.4820119 0.349161 0.51317661] [ 0.75804418 0.43508111 0.59711695 0.3490321 0.46930241] [ 0.39215662 0.56040338 0.37094198 0.7951048 0.47510505] [ 0.73110502 0.44457616 0.54231099 0.56052951 0.3774412 ] [ 0.76770478 0.50758942 0.44881508 0.37395972 0.33549841] [ 0.25937316 0.63542163 0.42127791 0.45727226 0.53883425] [ 0.27298555 0.71284962 0.41918166 0.80794083 0.53918489] [ 0.41538483 0.72192226 0.35728604 0.77686471 0.47927584] [ 0.68144783 0.54001382 0.42890396 0.28824762 0.39841342] [ 0.72025252 0.47293356 0.49444452 0.22196709 0.51696012] [ 0.77555275 0.44184702 0.63154225 0.28849461 0.32434022] [ 0.42392525 0.5407466 0.48873453 0.68530264 0.36478698] [ 0.60854766 0.53126596 0.51404835 0.45645908 0.61781472] [ 0.27755587 0.4752457 0.39418795 0.80920464 0.57361589] [ 0.51427698 0.54368438 0.54002039 0.79013109 0.60078393] [ 0.53308528 0.54668656 0.51519443 0.52320669 0.5495877 ] [ 0.70488662 0.54316373 0.35155648 0.36124578 0.35637772] Progress: 57.3% ... Training loss: 0.429 ... Validation loss: 0.706[ 0.49338414 0.48674858 0.61478767 0.57332363 0.52444713] [ 0.55668337 0.60094804 0.37566927 0.4913235 0.39551407] [ 0.75806887 0.40668445 0.57281093 0.58915629 0.38437036] [ 0.41408317 0.63860869 0.31037051 0.7496335 0.29211219] [ 0.64707012 0.44853681 0.62380436 0.65939655 0.44539289] [ 0.69638447 0.38646765 0.57542279 0.51770098 0.39800052] [ 0.45748302 0.55837205 0.43269399 0.47597724 0.51814842] [ 0.86441886 0.35420453 0.67217349 0.20194298 0.32779231] [ 0.2920198 0.49551411 0.59056628 0.72097172 0.55175477] [ 0.41271324 0.54065173 0.5106733 0.70550989 0.63258493] [ 0.63672855 0.49270072 0.45026314 0.5351555 0.4793186 ] [ 0.60237545 0.45378418 0.6380016 0.32721243 0.55840782] [ 0.70986329 0.52054545 0.40125795 0.49300418 0.35111711] [ 0.56815388 0.49340419 0.55368773 0.44533458 0.49712935] [ 0.55018308 0.45609481 0.42539812 0.3960577 0.4734674 ] [ 0.71923016 0.50568512 0.51756109 0.2366093 0.45365298] [ 0.63847149 0.47180326 0.63080005 0.64257358 0.4115002 ] [ 0.77529314 0.48864065 0.38351336 0.36715731 0.33724885] [ 0.30570742 0.55890654 0.46505565 0.79213864 0.573561 ] [ 0.7518508 0.55708334 0.39956672 0.32570309 0.29531511] [ 0.57147925 0.4073989 0.55262992 0.2841256 0.56644978] [ 0.53445094 0.43470167 0.49097656 0.35843909 0.35678504] [ 0.56656606 0.62519801 0.37138825 0.65186391 0.36642128] [ 0.2703628 0.51068119 0.36457783 0.8480323 0.61204922] [ 0.53944144 0.55188293 0.48069764 0.46772511 0.55094661] [ 0.16183789 0.55623247 0.50189225 0.76568594 0.56313669] [ 0.63858335 0.50599193 0.46509205 0.23235539 0.28498064] [ 0.7046319 0.55833597 0.56370812 0.58796056 0.42787614] [ 0.6959985 0.50493193 0.51560969 0.46579271 0.32646636] [ 0.44037795 0.49522805 0.41707567 0.75851669 0.47207911] [ 0.34857924 0.61901175 0.47091962 0.75511465 0.45477731] [ 0.30517735 0.4232404 0.40864856 0.75496136 0.46490403] [ 0.68816225 0.40821109 0.53604155 0.49331947 0.44026114] [ 0.77542209 0.39882477 0.53781542 0.28897357 0.42636483] [ 0.42928686 0.68958504 0.35078957 0.52617377 0.39542053] [ 0.23537927 0.58481003 0.40185413 0.65602219 0.46906914] [ 0.67472299 0.40724294 0.66686971 0.40585371 0.44751101] [ 0.45941819 0.5130884 0.35772334 0.65435486 0.43885126] [ 0.1618116 0.55628609 0.36817262 0.77325578 0.53026387] [ 0.60885628 0.36857634 0.5107231 0.66596157 0.48889262] [ 0.51419523 0.43859162 0.47959045 0.64788686 0.38983495] [ 0.73914531 0.44727734 0.51845748 0.64187307 0.4036207 ] [ 0.3347116 0.57731678 0.47330214 0.80824799 0.55312977] [ 0.49778718 0.53734566 0.58110424 0.69010165 0.42069782] [ 0.60597288 0.60592567 0.53155169 0.52787188 0.37703339] [ 0.68359679 0.51883808 0.54599868 0.43010781 0.38030248] [ 0.59247961 0.41892788 0.41611469 0.40796015 0.33337998] [ 0.82543081 0.328545 0.63546638 0.17527594 0.48580622] [ 0.52286404 0.57520535 0.46396872 0.48860743 0.53628396] [ 0.46361623 0.46880959 0.39086887 0.71488967 0.38319785] [ 0.62896044 0.53037097 0.3848245 0.29606448 0.28899289] [ 0.71026725 0.28281973 0.37315063 0.2202418 0.40160354] [ 0.79840719 0.41832668 0.45583256 0.15820596 0.24785968] [ 0.50275105 0.50370952 0.55018025 0.47579139 0.45348892] [ 0.50397709 0.49006016 0.49636357 0.57512242 0.62879439] [ 0.38660873 0.61467448 0.4354098 0.54556214 0.45890414] [ 0.42534764 0.48511291 0.36122394 0.55371269 0.39482426] [ 0.74404376 0.33905487 0.4598474 0.34974556 0.49747939] [ 0.46192875 0.61864735 0.39263507 0.73152685 0.42250587] [ 0.46490028 0.59554642 0.42621216 0.58973063 0.39150981] [ 0.80981373 0.46738732 0.57284804 0.27111325 0.48228506] [ 0.67830916 0.49333784 0.44410649 0.28334405 0.46286762] [ 0.17716525 0.5904371 0.34765867 0.79692788 0.57991576] [ 0.49182415 0.51015467 0.44089167 0.66266386 0.47289002] [ 0.47684863 0.59669245 0.50206042 0.52287081 0.51373376] [ 0.66099198 0.4715558 0.54997326 0.26361104 0.46871954] [ 0.78888026 0.47921776 0.42718935 0.21286249 0.36065175] [ 0.55824509 0.46780271 0.48260229 0.73625183 0.45679208] [ 0.69229003 0.51651389 0.47949192 0.20932123 0.4389406 ] [ 0.21479048 0.58049258 0.46328147 0.75700675 0.65548248] [ 0.35524513 0.72826053 0.40658092 0.76114872 0.52476929] [ 0.62470414 0.47925928 0.55620335 0.27267242 0.52501234] [ 0.53291802 0.54757564 0.44373879 0.54942706 0.52405948] [ 0.61880448 0.59748071 0.30350678 0.5221941 0.44523258] [ 0.72094946 0.43544741 0.60945049 0.5256338 0.47263329] [ 0.42277211 0.61222719 0.517544 0.68263967 0.61989578] [ 0.45325062 0.47644366 0.46269629 0.71454503 0.42885264] [ 0.61515743 0.62028935 0.52852629 0.51630176 0.37363779] [ 0.20328379 0.79102584 0.27976782 0.8664468 0.44155487] [ 0.19803276 0.59996066 0.41445264 0.88212107 0.57724262] [ 0.54614685 0.5659562 0.62939959 0.59522128 0.58620724] [ 0.53298909 0.59805677 0.30902084 0.45562579 0.51363613] [ 0.35053467 0.58952104 0.50900502 0.74965553 0.42324368] [ 0.3741922 0.59599272 0.38814176 0.79121156 0.3571438 ] [ 0.5743717 0.38793228 0.5131416 0.32247092 0.39717149] [ 0.68055161 0.54186262 0.47316372 0.2329298 0.36407753] [ 0.76286077 0.55275501 0.3552051 0.4445821 0.3370768 ] [ 0.68974123 0.41943422 0.60589308 0.30249315 0.43311053] [ 0.40859189 0.58782124 0.39458305 0.64491778 0.40289132] [ 0.28209933 0.68772212 0.37065939 0.82542456 0.49172399] [ 0.31798815 0.55475318 0.46434498 0.59769937 0.61432442] [ 0.53029038 0.52609373 0.53077088 0.56778591 0.5632579 ] [ 0.49157003 0.51498624 0.5746673 0.70449459 0.4761532 ] [ 0.73754276 0.32663012 0.43365291 0.19865069 0.35444345] [ 0.56302693 0.63907554 0.33373485 0.5319136 0.35440741] [ 0.36325066 0.69947169 0.32042266 0.70028555 0.4755065 ] [ 0.55047671 0.50709551 0.42819369 0.55263917 0.45721753] [ 0.71780449 0.5766737 0.56777909 0.47039276 0.46318671] [ 0.40047561 0.65251014 0.44995934 0.48560335 0.62884637] [ 0.45578533 0.54528348 0.60988405 0.73580439 0.5949523 ] [ 0.44399892 0.69126961 0.47032854 0.5661656 0.41749543] [ 0.566563 0.58761814 0.39942444 0.4257482 0.41450445] [ 0.86441886 0.35420453 0.67217349 0.20194298 0.32779231] [ 0.57343677 0.4882303 0.38987879 0.35471564 0.4360469 ] [ 0.26132305 0.60129176 0.55315896 0.80519925 0.48421561] [ 0.3925243 0.58632024 0.42473274 0.48232584 0.45762323] [ 0.40699883 0.59649653 0.36393478 0.65293037 0.58989377] [ 0.60534605 0.51592256 0.35816193 0.58007096 0.36750975] [ 0.45656309 0.6767432 0.42896782 0.56040627 0.51794999] [ 0.48422937 0.52915524 0.39631329 0.52431823 0.54323008] [ 0.57609956 0.45619212 0.38104877 0.3953775 0.39203407] [ 0.80774138 0.57308194 0.49693651 0.31879101 0.46146955] [ 0.47338451 0.59965718 0.29523086 0.88418865 0.37330386] [ 0.46609639 0.49054015 0.54350248 0.68531799 0.41823327] [ 0.49056997 0.52773324 0.49251205 0.4531844 0.38018613] [ 0.50300921 0.67352993 0.33403879 0.7410127 0.51048325] [ 0.3415284 0.67944646 0.28673492 0.82682146 0.56846918] [ 0.56407774 0.57968569 0.3898192 0.37020196 0.40759735] [ 0.40258673 0.63682796 0.3514753 0.72857039 0.34723423] [ 0.67385057 0.30803455 0.50178584 0.23817253 0.3966506 ] [ 0.20808655 0.72994637 0.30302733 0.74338832 0.46070611] [ 0.76519792 0.36321935 0.53793349 0.51511926 0.3573134 ] [ 0.48271741 0.64990508 0.48329738 0.60115497 0.65257726] [ 0.32788305 0.5468463 0.50483245 0.77871742 0.49278034] [ 0.59027209 0.53747718 0.35404177 0.6105745 0.46854989] [ 0.52806783 0.48339825 0.44736757 0.43637897 0.47591067] [ 0.32784344 0.64150271 0.40141554 0.83536171 0.44875054] [ 0.16821232 0.59295953 0.42025356 0.87184871 0.56283382] Progress: 57.4% ... Training loss: 0.428 ... Validation loss: 0.703[ 0.7160339 0.42813745 0.46601624 0.31254141 0.50843531] [ 0.45080059 0.59298881 0.44453923 0.46373937 0.47931389] [ 0.63663149 0.61749386 0.52081072 0.49492786 0.41647087] [ 0.44156532 0.53472954 0.49997681 0.64807068 0.39017768] [ 0.61998434 0.55498052 0.34382693 0.48971546 0.41614458] [ 0.66971226 0.38418877 0.49697806 0.5109481 0.49052571] [ 0.58688442 0.4752161 0.51953966 0.67654697 0.43161431] [ 0.67352729 0.55920626 0.56038617 0.64330654 0.46329589] [ 0.29490009 0.4355658 0.40561151 0.73087178 0.53507972] [ 0.62077878 0.57536378 0.34496794 0.59712651 0.55522622] [ 0.65585863 0.43411481 0.46867224 0.20940651 0.2788701 ] [ 0.39284676 0.54268977 0.39101431 0.6119531 0.38497331] [ 0.22696253 0.51332589 0.49912186 0.8278711 0.58038222] [ 0.61918259 0.62010961 0.35564573 0.5243461 0.38549407] [ 0.6837765 0.50249101 0.65062468 0.41541928 0.482178 ] [ 0.85121199 0.41813841 0.54016437 0.24810524 0.41373517] [ 0.76150311 0.51265336 0.4654602 0.34118628 0.34567105] [ 0.70261132 0.51499235 0.53129237 0.25163355 0.33318997] [ 0.58318078 0.57692175 0.4761736 0.31857355 0.37715979] [ 0.7519347 0.41818106 0.50976526 0.21197655 0.3345125 ] [ 0.62579512 0.4635326 0.4629401 0.35271127 0.46655865] [ 0.80743608 0.41763729 0.43771883 0.16078471 0.26890861] [ 0.43077147 0.56447862 0.38244133 0.77284305 0.60125458] [ 0.25470774 0.71483816 0.44143045 0.66268127 0.60713784] [ 0.49940297 0.62362811 0.33499841 0.52986655 0.4620597 ] [ 0.72199473 0.48244041 0.45494306 0.38753147 0.32840982] [ 0.44855044 0.5740389 0.52039504 0.777963 0.42920446] [ 0.57660876 0.50433719 0.47879996 0.43279565 0.38501651] [ 0.65682649 0.56056623 0.42793663 0.54239403 0.34457238] [ 0.65644896 0.51537 0.50857154 0.29601387 0.41814303] [ 0.36440944 0.68282726 0.383062 0.64577073 0.43519029] [ 0.14041996 0.61915743 0.5074167 0.91607328 0.59967499] [ 0.51838411 0.37920802 0.49064125 0.41204419 0.49478026] [ 0.34140679 0.55776836 0.51302559 0.72146104 0.37109573] [ 0.71198292 0.42352804 0.56760179 0.46131126 0.43726754] [ 0.49337332 0.48418768 0.62771414 0.45075412 0.52671728] [ 0.6113816 0.47227042 0.60990599 0.47599028 0.51506669] [ 0.70546324 0.32135436 0.64474122 0.25561225 0.52543649] [ 0.55563242 0.52048947 0.49304616 0.7586711 0.42402251] [ 0.58335136 0.48489244 0.52467517 0.4465843 0.55547807] [ 0.53185957 0.51100897 0.42652082 0.46074896 0.50600735] [ 0.18927871 0.62839794 0.40717347 0.82037986 0.58026398] [ 0.60605871 0.44880164 0.64603921 0.24789337 0.34905148] [ 0.82952244 0.40488202 0.570219 0.27491046 0.44863038] [ 0.73471827 0.35038856 0.64731161 0.4484653 0.46103954] [ 0.73106514 0.32283253 0.47040259 0.57445846 0.43914011] [ 0.81616525 0.40290237 0.55339194 0.18909958 0.46303645] [ 0.67328579 0.43868639 0.41832084 0.41574821 0.37024032] [ 0.47103056 0.70714908 0.33017643 0.52664544 0.37251678] [ 0.54673671 0.47001062 0.4472031 0.47279191 0.4943859 ] [ 0.4452954 0.49013402 0.52378595 0.65916206 0.49375847] [ 0.40308951 0.61585841 0.52556261 0.8063417 0.52764813] [ 0.2888547 0.51755466 0.46269764 0.6866435 0.46684374] [ 0.54963453 0.43667785 0.34945843 0.38759797 0.37425731] [ 0.51393546 0.52706722 0.50293032 0.506718 0.43388557] [ 0.73045427 0.3300472 0.58298792 0.61606046 0.39366691] [ 0.80402583 0.3488177 0.49173102 0.29608792 0.38731528] [ 0.44450164 0.57495693 0.39229229 0.72330591 0.51559515] [ 0.55282952 0.50103704 0.47846745 0.5593283 0.37008698] [ 0.69951027 0.38598814 0.62730553 0.70798993 0.39491777] [ 0.73576075 0.47152542 0.62234485 0.47048761 0.47468206] [ 0.82920369 0.4137192 0.57746494 0.25481615 0.45318734] [ 0.46303362 0.50622511 0.46801678 0.55245554 0.52746087] [ 0.37403651 0.60022715 0.33307002 0.79801997 0.42372434] [ 0.67839231 0.5402948 0.502177 0.36770102 0.38860251] [ 0.60085447 0.63352989 0.41178297 0.6950412 0.51779234] [ 0.59871165 0.53274947 0.49098331 0.47924508 0.48726799] [ 0.82668393 0.40750877 0.57239401 0.29506249 0.45149109] [ 0.4955386 0.5971093 0.4924498 0.51778292 0.54324111] [ 0.82369204 0.39545704 0.57141085 0.15702828 0.34910302] [ 0.65893771 0.43465631 0.58557213 0.3488487 0.47591875] [ 0.76564132 0.38257015 0.65943184 0.60192664 0.28989838] [ 0.6709402 0.67739589 0.40303641 0.55913834 0.42569045] [ 0.46718643 0.47621412 0.62334878 0.64256088 0.58217829] [ 0.65259295 0.46389609 0.42617645 0.57476918 0.53459705] [ 0.58849399 0.53855403 0.35362947 0.61139273 0.46896688] [ 0.44029857 0.53810944 0.48473048 0.70611624 0.3740549 ] [ 0.50090178 0.63065531 0.48715739 0.62744978 0.46611556] [ 0.40603795 0.57780855 0.53027347 0.57599833 0.45032728] [ 0.85962427 0.38561061 0.59885961 0.30297189 0.31635741] [ 0.58959897 0.42197143 0.48936057 0.57833353 0.30911847] [ 0.46380843 0.398407 0.53702999 0.78810373 0.51278966] [ 0.7620304 0.41059821 0.45038491 0.27457918 0.27343197] [ 0.57011907 0.47884031 0.38599944 0.44867525 0.35990099] [ 0.58205483 0.61245935 0.35084285 0.40332088 0.46780108] [ 0.5711867 0.40478121 0.46484122 0.30866493 0.3574716 ] [ 0.62609775 0.6159807 0.30599759 0.28453153 0.31329334] [ 0.34230921 0.6564516 0.47394387 0.73975652 0.6564679 ] [ 0.21539451 0.64061469 0.41255231 0.77528404 0.48334908] [ 0.61721158 0.58239564 0.63557186 0.49319824 0.38471875] [ 0.53298447 0.53464263 0.41129202 0.35953433 0.46695658] [ 0.77794626 0.32594312 0.51793167 0.22172838 0.45756451] [ 0.80618926 0.37024429 0.6473284 0.19281782 0.50085805] [ 0.44985462 0.58381651 0.42513243 0.53338992 0.50094708] [ 0.38599091 0.47091283 0.49874001 0.68864804 0.46950045] [ 0.21518664 0.49293748 0.4019986 0.83551654 0.62611977] [ 0.53033095 0.56421517 0.35392229 0.41195483 0.44748397] [ 0.72835433 0.42026889 0.65597473 0.2552707 0.48958923] [ 0.79908954 0.53123639 0.51209367 0.20905661 0.42372739] [ 0.74972715 0.4231381 0.4729566 0.24794957 0.4685584 ] [ 0.60792957 0.53566748 0.55819862 0.50545882 0.44380415] [ 0.28062158 0.46298689 0.39829946 0.83640845 0.58516979] [ 0.35109454 0.47249353 0.43375277 0.76272345 0.63238119] [ 0.58941523 0.60869011 0.47631028 0.54360816 0.43094995] [ 0.44230494 0.54518441 0.42522807 0.39708294 0.50940626] [ 0.40133084 0.48880801 0.575892 0.80693352 0.51668354] [ 0.51708775 0.55755938 0.54183351 0.4400747 0.49389927] [ 0.54829189 0.5345259 0.41531291 0.47502307 0.44947097] [ 0.26916519 0.6377794 0.39502665 0.80590209 0.47253601] [ 0.19787773 0.68610159 0.4837227 0.73386869 0.56724019] [ 0.50440099 0.63772043 0.31783997 0.60513943 0.31259527] [ 0.29075979 0.69731685 0.32792498 0.75520236 0.47385582] [ 0.50361679 0.4850179 0.45844983 0.67506658 0.43015096] [ 0.70202099 0.38354766 0.6142479 0.38235645 0.4487904 ] [ 0.5590618 0.50644321 0.6190724 0.38053319 0.42080914] [ 0.83778953 0.3729801 0.5315377 0.15261022 0.40471292] [ 0.64634873 0.40827012 0.57077935 0.53857842 0.44499096] [ 0.31316833 0.65469934 0.39215596 0.68194743 0.52159573] [ 0.62637008 0.4532365 0.58658836 0.61833115 0.39886036] [ 0.55322803 0.51595029 0.48630274 0.75229355 0.41384153] [ 0.75112055 0.38009664 0.59163426 0.39288269 0.37937952] [ 0.62074908 0.43030971 0.41895671 0.44519426 0.40610346] [ 0.71189823 0.47076817 0.64686584 0.59048 0.44880474] [ 0.63911912 0.54099333 0.55217166 0.54031711 0.37639396] [ 0.77793327 0.3416276 0.54725914 0.23406133 0.40328316] [ 0.36413903 0.54736668 0.48838126 0.49737378 0.53213731] [ 0.51841409 0.50115423 0.48769331 0.41813545 0.44432649] [ 0.43874056 0.60935219 0.36799925 0.60667071 0.53898753] Progress: 57.4% ... Training loss: 0.428 ... Validation loss: 0.702[ 0.5754058 0.65750381 0.42082257 0.50815491 0.4145161 ] [ 0.34606402 0.52021044 0.46141172 0.60337232 0.64526464] [ 0.4817663 0.57302064 0.45381469 0.34479458 0.3920427 ] [ 0.8310038 0.40423901 0.48237466 0.30705434 0.44375416] [ 0.23604443 0.56769548 0.46962651 0.6761494 0.51857528] [ 0.24324059 0.6876129 0.41701284 0.88481304 0.60990143] [ 0.69352283 0.49929821 0.67391918 0.3893969 0.41105254] [ 0.55288927 0.58936269 0.40714849 0.33565165 0.37909264] [ 0.67328323 0.55400222 0.28446838 0.35985677 0.40198823] [ 0.48105321 0.57334913 0.65619544 0.51075324 0.40409625] [ 0.41247904 0.44514239 0.46869386 0.84306032 0.59861659] [ 0.56169431 0.45988644 0.60162702 0.62231825 0.40289965] [ 0.56169431 0.45988644 0.60162702 0.62231825 0.40289965] [ 0.60233928 0.37733573 0.57081739 0.6270961 0.37567749] [ 0.68748414 0.44732778 0.41244783 0.39301002 0.6235151 ] [ 0.80487739 0.52201749 0.52852116 0.3968003 0.45505903] [ 0.60918277 0.68560868 0.41805434 0.46297422 0.4413551 ] [ 0.50159945 0.60457373 0.43383074 0.50441693 0.42068324] [ 0.57128005 0.65094007 0.43708362 0.65868162 0.34581066] [ 0.41973494 0.68794424 0.4093674 0.62551585 0.53801222] [ 0.49759953 0.48149174 0.59063089 0.65272733 0.49367635] [ 0.79042903 0.38144073 0.51331687 0.24331439 0.38831511] [ 0.75013613 0.52672521 0.3755493 0.32814907 0.30942466] [ 0.39999963 0.64107466 0.45339569 0.70595793 0.51424475] [ 0.61303803 0.51609816 0.44300644 0.55334062 0.46572477] [ 0.67601184 0.49717551 0.56823433 0.55867814 0.49756655] [ 0.69991676 0.60776012 0.35997032 0.57095196 0.40544698] [ 0.56451385 0.34760973 0.56959612 0.39700445 0.60314968] [ 0.78668702 0.44380185 0.62970822 0.52490351 0.39341199] [ 0.73281621 0.5029744 0.40531377 0.33855184 0.43318621] [ 0.7674222 0.50367819 0.54752045 0.44719708 0.39368917] [ 0.64258046 0.43261228 0.55277552 0.66121571 0.49672421] [ 0.76753256 0.41978959 0.65123682 0.17497014 0.49173432] [ 0.75823054 0.46742656 0.50840476 0.15641539 0.3986119 ] [ 0.64770663 0.4529695 0.49868391 0.58048248 0.46560731] [ 0.37090496 0.67946176 0.33071793 0.76600455 0.27855705] [ 0.53496632 0.54270779 0.42589795 0.8151728 0.53253708] [ 0.54914892 0.50789097 0.42786254 0.55317594 0.45752765] [ 0.32646189 0.55974346 0.39358404 0.65198632 0.50480138] [ 0.64410288 0.53007131 0.42500926 0.65667598 0.32658498] [ 0.30132333 0.57156223 0.57775499 0.66648369 0.63677938] [ 0.57244791 0.55080134 0.44044259 0.57159321 0.35754927] [ 0.64679749 0.39177278 0.43798578 0.39174013 0.39946205] [ 0.57256694 0.37520512 0.58894313 0.56342759 0.48437745] [ 0.35021919 0.58452012 0.52927044 0.59796945 0.63092811] [ 0.4077468 0.54188685 0.50781458 0.53377486 0.53971216] [ 0.70527119 0.48843235 0.44476204 0.37916469 0.38223719] [ 0.3077558 0.62963133 0.35729347 0.82170381 0.36593563] [ 0.82917013 0.35564548 0.43900427 0.3865042 0.40830504] [ 0.82601162 0.47017928 0.4963233 0.26188215 0.31965804] [ 0.31722978 0.69126452 0.51940347 0.64112862 0.42674988] [ 0.3572953 0.56692786 0.53193246 0.78048718 0.53961362] [ 0.70044654 0.36838598 0.63185753 0.51055461 0.43640593] [ 0.4233787 0.70614875 0.39621858 0.7160728 0.49331604] [ 0.50224324 0.3829515 0.51045156 0.63300712 0.44396066] [ 0.3936732 0.57626333 0.43662016 0.63016845 0.37888449] [ 0.82257729 0.40389069 0.50956604 0.43435608 0.38565944] [ 0.54419149 0.53221035 0.54768846 0.52073583 0.61334261] [ 0.66093668 0.61001657 0.34391701 0.35964159 0.39472347] [ 0.67433256 0.53929935 0.45005797 0.2647777 0.28394073] [ 0.59836043 0.532929 0.49090553 0.47936311 0.48733849] [ 0.57429741 0.47812202 0.469288 0.41553121 0.5649981 ] [ 0.24557177 0.58819566 0.39593728 0.74286224 0.53358222] [ 0.46636862 0.59663995 0.40619534 0.61535307 0.5167156 ] [ 0.34407311 0.53636129 0.44496858 0.67079735 0.52667097] [ 0.71818855 0.58050187 0.55297998 0.52763693 0.40030645] [ 0.5905664 0.60574546 0.29170553 0.62462173 0.50198742] [ 0.42504506 0.61130392 0.54159217 0.49926698 0.37723058] [ 0.62028734 0.58124407 0.40570127 0.44294235 0.43571482] [ 0.51926375 0.54111178 0.50980297 0.4697992 0.52535469] [ 0.49178801 0.6925944 0.36118721 0.71100817 0.48442887] [ 0.74133077 0.54193191 0.52445513 0.3936397 0.43231495] [ 0.44395558 0.46189955 0.47197653 0.71271857 0.42371398] [ 0.42185269 0.57120561 0.5217442 0.72262681 0.66646839] [ 0.79217352 0.48279342 0.44955002 0.25864388 0.4942984 ] [ 0.78839515 0.43391955 0.43123348 0.34819028 0.34428225] [ 0.33608076 0.69725513 0.4570725 0.63088365 0.35738567] [ 0.71128981 0.53065183 0.40582458 0.32342084 0.39572913] [ 0.48728409 0.67505231 0.45476302 0.65962585 0.61275459] [ 0.58829196 0.62410482 0.3909509 0.38424832 0.34150653] [ 0.83732097 0.478927 0.51591179 0.36361402 0.32773395] [ 0.17463016 0.65706825 0.41371278 0.82306086 0.54338227] [ 0.47107909 0.63456011 0.52083417 0.69354859 0.58743172] [ 0.71846749 0.48796825 0.58174486 0.34343854 0.4659958 ] [ 0.35712287 0.53602524 0.49589875 0.60085328 0.59973412] [ 0.35280794 0.48452508 0.42039127 0.77674099 0.43363421] [ 0.4826939 0.47170776 0.53371462 0.72348451 0.55597002] [ 0.4753842 0.6127196 0.4403566 0.74997584 0.50111586] [ 0.75477501 0.40548411 0.65234351 0.58138688 0.39736571] [ 0.63048148 0.52350046 0.45972656 0.66672668 0.3694226 ] [ 0.24301626 0.68681652 0.37426635 0.80974199 0.54764943] [ 0.76886365 0.39008027 0.46949299 0.19475741 0.3600386 ] [ 0.74092523 0.53523391 0.57963626 0.43205729 0.49322869] [ 0.40760102 0.72227922 0.35703629 0.60336968 0.58198386] [ 0.3479636 0.61507536 0.42374285 0.76887343 0.40627434] [ 0.54186781 0.39177419 0.52975107 0.67116159 0.41657052] [ 0.50571708 0.48997557 0.52942375 0.48446723 0.48209953] [ 0.74809475 0.41352033 0.35533418 0.29656121 0.33953231] [ 0.58302609 0.54607593 0.4444118 0.72719723 0.38734965] [ 0.86984685 0.35053278 0.6003428 0.12325599 0.28959002] [ 0.77762174 0.52615835 0.32345842 0.33258575 0.34001719] [ 0.65559624 0.49725226 0.28496011 0.45881064 0.43219538] [ 0.41415473 0.69157512 0.31196919 0.64034047 0.51607517] [ 0.18544596 0.5517737 0.5223255 0.76789573 0.51196065] [ 0.85514276 0.43560611 0.58200387 0.20073947 0.45914749] [ 0.53244743 0.43053 0.47412051 0.37301553 0.38230368] [ 0.66524691 0.59990355 0.28642646 0.3588409 0.4401519 ] [ 0.87881951 0.39537855 0.52440997 0.16270193 0.35156118] [ 0.48929786 0.3861673 0.45051204 0.52820717 0.43135356] [ 0.4562918 0.64328915 0.3979523 0.59834705 0.53306585] [ 0.54424117 0.44598675 0.6318727 0.33818921 0.57251961] [ 0.35153682 0.51189449 0.49045172 0.51843671 0.61131541] [ 0.75948693 0.51517609 0.51124348 0.43700382 0.42198266] [ 0.45818452 0.49371578 0.49195192 0.80473143 0.53727282] [ 0.63558679 0.40612383 0.46290167 0.41755874 0.49471892] [ 0.52655276 0.57200682 0.42909078 0.50432743 0.51403293] [ 0.39211361 0.65704078 0.30931174 0.77020162 0.51641783] [ 0.50778973 0.37012767 0.69021497 0.48230429 0.52635949] [ 0.71349054 0.44875387 0.54018646 0.43702119 0.37995968] [ 0.24694487 0.59551026 0.40904989 0.75264224 0.51816721] [ 0.66164475 0.39598576 0.62132549 0.67730693 0.46649152] [ 0.56242922 0.65453718 0.29974901 0.61892558 0.48461631] [ 0.61330249 0.48746993 0.56563842 0.52613486 0.49003247] [ 0.5725552 0.48883376 0.38964194 0.35507137 0.43625384] [ 0.42283757 0.59703069 0.40442871 0.49226071 0.36864814] [ 0.26348204 0.71012334 0.32134195 0.80203561 0.63202215] [ 0.78254604 0.49675647 0.48281789 0.25084192 0.25575629] [ 0.73396617 0.55698889 0.33238588 0.38897673 0.45820026] Progress: 57.5% ... Training loss: 0.428 ... Validation loss: 0.700[ 0.69925685 0.38273265 0.61582509 0.53503808 0.47931034] [ 0.35521165 0.56744314 0.52767354 0.70221767 0.55556039] [ 0.47857695 0.57697197 0.45000227 0.48048053 0.36933402] [ 0.4047598 0.65527588 0.53446197 0.68096307 0.45086781] [ 0.64331126 0.40991153 0.42372638 0.32750668 0.43299977] [ 0.7158152 0.44512685 0.55285039 0.34804857 0.37555648] [ 0.63257435 0.5606594 0.39591194 0.38233648 0.38473721] [ 0.50690335 0.54740261 0.53842256 0.79194918 0.60223813] [ 0.82226733 0.35946055 0.51087561 0.25279398 0.38705762] [ 0.78482796 0.49502057 0.47980725 0.42393436 0.36064105] [ 0.27361959 0.67711228 0.40491082 0.8323441 0.42238061] [ 0.4134969 0.49705988 0.57515592 0.78230315 0.57817871] [ 0.52498448 0.39652688 0.44879443 0.55844956 0.54437643] [ 0.7520113 0.34297433 0.68222655 0.24820149 0.43005734] [ 0.68436565 0.4182839 0.44891989 0.26126776 0.45814428] [ 0.53271841 0.51943086 0.50569664 0.6774027 0.47335788] [ 0.21154239 0.58579326 0.39745607 0.86985405 0.55911959] [ 0.27804617 0.57899762 0.54422164 0.6976043 0.51552491] [ 0.3412067 0.62950165 0.45898416 0.56492905 0.5329943 ] [ 0.76271941 0.39908452 0.4636928 0.26645418 0.40610822] [ 0.49356193 0.42746747 0.36368667 0.56359558 0.41691483] [ 0.46885205 0.50890434 0.45548158 0.51610681 0.64776699] [ 0.39034211 0.63013382 0.40186526 0.70481558 0.5828976 ] [ 0.7690785 0.45146317 0.3843795 0.24350953 0.34929791] [ 0.56154561 0.52952362 0.39540294 0.5573447 0.55017425] [ 0.54037068 0.54933364 0.53764327 0.63061185 0.50006671] [ 0.67827334 0.58773984 0.44381546 0.46731626 0.31582831] [ 0.74740889 0.55863516 0.41372466 0.33462649 0.5217963 ] [ 0.22926175 0.54994849 0.47835982 0.73645956 0.63373029] [ 0.38566134 0.46768972 0.42418834 0.59222941 0.43581556] [ 0.39916443 0.48380196 0.53352396 0.76819027 0.57089382] [ 0.28186846 0.54832915 0.36608989 0.81924941 0.51491494] [ 0.59612869 0.61495445 0.3849884 0.49493992 0.35045519] [ 0.74740889 0.55863516 0.41372466 0.33462649 0.5217963 ] [ 0.79829256 0.4646066 0.57556997 0.40833977 0.43195497] [ 0.58143781 0.52911565 0.40496433 0.53655416 0.42387962] [ 0.27979163 0.54120209 0.42274385 0.82704806 0.50113124] [ 0.31698625 0.64647486 0.37607154 0.5616337 0.53033908] [ 0.67712235 0.42758339 0.36360119 0.3481096 0.28555149] [ 0.72752223 0.54261831 0.31414152 0.50050576 0.38290442] [ 0.6447142 0.48895077 0.57334344 0.65377642 0.4800356 ] [ 0.48773654 0.63023507 0.42850695 0.50839223 0.36764789] [ 0.63299629 0.57854619 0.51051511 0.5529672 0.36409823] [ 0.58506815 0.68473355 0.46245807 0.53484463 0.47983942] [ 0.69853602 0.5456906 0.45049665 0.35722918 0.31628274] [ 0.76978261 0.46629508 0.51089316 0.30379838 0.33979177] [ 0.42005112 0.6048767 0.46105688 0.79482627 0.48480626] [ 0.54884145 0.58558877 0.35506255 0.48147809 0.32716755] [ 0.73591151 0.4516502 0.57969855 0.3966815 0.41803346] [ 0.44853057 0.61736548 0.5209814 0.29883036 0.46227777] [ 0.79509826 0.48009078 0.33810696 0.36445413 0.32599166] [ 0.5223322 0.40566258 0.44334145 0.67249002 0.50883958] [ 0.45017067 0.550431 0.49487755 0.54470717 0.64988831] [ 0.39770379 0.43862658 0.56665079 0.71851647 0.5259951 ] [ 0.72618844 0.52423977 0.4598758 0.40215288 0.30942715] [ 0.59903323 0.49126318 0.66683924 0.41263473 0.45852679] [ 0.65876691 0.40916552 0.51006173 0.65345652 0.33012725] [ 0.68638601 0.54613599 0.39341262 0.3766296 0.56432813] [ 0.6971106 0.46870878 0.60167552 0.3297782 0.35408967] [ 0.23231938 0.67481385 0.43770819 0.75318594 0.51758791] [ 0.33497797 0.61559964 0.50628638 0.60332725 0.61959237] [ 0.2314169 0.56813652 0.45969908 0.79642807 0.54979773] [ 0.76380915 0.41509002 0.62438132 0.25392796 0.47461665] [ 0.50953375 0.52003287 0.46144783 0.66888601 0.30241297] [ 0.59226824 0.38945612 0.57408634 0.63595988 0.46522252] [ 0.3984526 0.5388981 0.54840843 0.63226957 0.60813731] [ 0.47063279 0.65196254 0.51844865 0.66234146 0.55300132] [ 0.21734213 0.58873961 0.5406173 0.64231606 0.65818975] [ 0.69451615 0.45706928 0.55254808 0.35209307 0.50215625] [ 0.51306885 0.65643548 0.36381447 0.68496473 0.58575997] [ 0.27386975 0.60425712 0.45915585 0.73473097 0.61621544] [ 0.63615948 0.66032013 0.43362728 0.55145121 0.4337229 ] [ 0.57068316 0.4324429 0.53006241 0.63546426 0.33763334] [ 0.76415814 0.28947224 0.63947201 0.17336567 0.43593773] [ 0.78880136 0.3881988 0.58219084 0.28503943 0.41131632] [ 0.83478651 0.42474996 0.56680856 0.38300068 0.38409516] [ 0.7814021 0.43104656 0.50839674 0.16507712 0.36105794] [ 0.57417613 0.46336242 0.61822822 0.38109816 0.52021716] [ 0.81006365 0.52976889 0.61422387 0.33258349 0.42392551] [ 0.63193581 0.58759449 0.40270603 0.63028031 0.33046735] [ 0.48427545 0.54089848 0.46624698 0.45008968 0.55004565] [ 0.28372846 0.6793586 0.33568494 0.6164263 0.43849019] [ 0.29343567 0.55765251 0.46503181 0.62047653 0.57152851] [ 0.48397828 0.51572732 0.58138365 0.40767851 0.48834062] [ 0.32775377 0.65703825 0.32257378 0.90403995 0.53067065] [ 0.74622887 0.33993405 0.67006767 0.21970682 0.45016803] [ 0.58840938 0.66162904 0.45452861 0.30953847 0.46918323] [ 0.75074287 0.42159196 0.43316547 0.2807834 0.39870192] [ 0.46582195 0.51645333 0.36822598 0.70565211 0.48812316] [ 0.5648672 0.58806327 0.57718377 0.46934091 0.45269381] [ 0.4289922 0.59521966 0.40651386 0.66212717 0.61019008] [ 0.73248637 0.47505077 0.46261631 0.5560444 0.41676399] [ 0.85426603 0.42322469 0.48944646 0.13908304 0.40097286] [ 0.34387239 0.55750328 0.38420212 0.8304996 0.64690266] [ 0.35712855 0.57135387 0.4171544 0.50368536 0.54328622] [ 0.65796636 0.6700186 0.42314019 0.45488021 0.47262922] [ 0.41009852 0.53083273 0.49853295 0.75363523 0.53497242] [ 0.37003107 0.68203892 0.46712087 0.68634663 0.47668791] [ 0.5373557 0.52111649 0.28671041 0.48330931 0.50194044] [ 0.37292004 0.65895461 0.3888829 0.60098707 0.39043194] [ 0.60747517 0.44823141 0.64624064 0.2475359 0.34885114] [ 0.64062004 0.53515611 0.44987501 0.50046602 0.53151442] [ 0.43220402 0.54891714 0.57853062 0.72198923 0.47634421] [ 0.76784817 0.40576775 0.52863121 0.31880694 0.41104041] [ 0.54783307 0.44513783 0.60239214 0.37623887 0.58644475] [ 0.69922479 0.52239522 0.29771368 0.27568973 0.33671858] [ 0.57763788 0.62490663 0.51316188 0.59981298 0.59668685] [ 0.86005675 0.45637264 0.48661937 0.21732122 0.35674998] [ 0.48884849 0.56137317 0.45965256 0.47136793 0.3671434 ] [ 0.73978877 0.41305543 0.69000245 0.20236863 0.42179558] [ 0.87910816 0.32105895 0.59326659 0.23196578 0.38533224] [ 0.43398811 0.50415161 0.45736007 0.62831444 0.35892635] [ 0.64169919 0.55221886 0.46958577 0.3575328 0.47465526] [ 0.69070502 0.50133596 0.36670283 0.3950095 0.35710494] [ 0.66878975 0.38199895 0.74414119 0.53867191 0.37691411] [ 0.53047995 0.50386117 0.34390093 0.70984773 0.52992363] [ 0.55917448 0.66235816 0.4161124 0.6958765 0.55973031] [ 0.7890819 0.51877191 0.53634668 0.19199551 0.43939837] [ 0.63970984 0.51113168 0.39068318 0.4491765 0.41706234] [ 0.50953375 0.52003287 0.46144783 0.66888601 0.30241297] [ 0.23388679 0.63515488 0.42301172 0.62773282 0.46843126] [ 0.17316754 0.6735369 0.38421242 0.77547472 0.55529978] [ 0.22780865 0.69113394 0.33510339 0.8437183 0.579119 ] [ 0.60649266 0.49678294 0.50355502 0.715436 0.40207818] [ 0.81569562 0.41597307 0.41461435 0.40856468 0.48481006] [ 0.7087434 0.48541542 0.48036351 0.31650874 0.5090719 ] [ 0.5490305 0.44951985 0.4924199 0.5084857 0.46098513] [ 0.70334128 0.39104809 0.48806745 0.48197022 0.24695224] Progress: 57.5% ... Training loss: 0.428 ... Validation loss: 0.700[ 0.63080119 0.53054947 0.4851117 0.31668545 0.38074512] [ 0.61025026 0.58304815 0.43999547 0.28757496 0.45135041] [ 0.74013982 0.57378356 0.55570584 0.47342326 0.39674399] [ 0.50346195 0.6776475 0.41075889 0.57185106 0.466548 ] [ 0.43680538 0.51424887 0.6099725 0.58427896 0.54071925] [ 0.31737447 0.54394992 0.55250294 0.65403465 0.5959298 ] [ 0.60004253 0.42175535 0.63607745 0.34975828 0.49819916] [ 0.7126611 0.45637122 0.57358713 0.52588173 0.43479789] [ 0.38478227 0.56436499 0.36935237 0.7969728 0.47670614] [ 0.63702126 0.50242835 0.44217708 0.36056278 0.40239821] [ 0.57717192 0.53265783 0.47901551 0.43647838 0.33886453] [ 0.37840949 0.49118946 0.51098894 0.49832248 0.69821974] [ 0.41804271 0.57052223 0.50820494 0.59148904 0.62791505] [ 0.64381405 0.43950426 0.56204099 0.644682 0.45846638] [ 0.50553371 0.49007526 0.5293805 0.48448359 0.482136 ] [ 0.62715328 0.61807669 0.35749842 0.65776969 0.53764519] [ 0.3221051 0.6830522 0.36398506 0.69794556 0.54306985] [ 0.17329899 0.6278573 0.43469759 0.89194689 0.52801336] [ 0.72378011 0.59142055 0.50434884 0.60350396 0.40915228] [ 0.51548469 0.48839515 0.46386166 0.61225159 0.42846632] [ 0.57292761 0.33374402 0.36118169 0.34591254 0.44796868] [ 0.35789549 0.48440031 0.44316763 0.51973641 0.5855772 ] [ 0.42446198 0.65021402 0.54751373 0.53629181 0.41820475] [ 0.56490155 0.56969557 0.43521333 0.39188471 0.3994202 ] [ 0.5007221 0.43728282 0.61928056 0.67963894 0.45565843] [ 0.72514864 0.54886574 0.40782561 0.31288438 0.41112508] [ 0.83888577 0.31335084 0.52098296 0.15686322 0.39004126] [ 0.30595666 0.72954936 0.43056555 0.74706571 0.43686843] [ 0.67998259 0.52865733 0.36214127 0.36003266 0.31855302] [ 0.34705166 0.42966123 0.43204586 0.55030665 0.595264 ] [ 0.62959002 0.30515591 0.57649271 0.60507449 0.52104747] [ 0.80925668 0.40943563 0.4711179 0.2435501 0.29413412] [ 0.5683755 0.57506525 0.54594143 0.50663241 0.40108204] [ 0.33825035 0.5325218 0.43136893 0.69961199 0.61940895] [ 0.53588599 0.4236821 0.4402839 0.47837478 0.6754341 ] [ 0.47063295 0.46320757 0.47313993 0.41753168 0.44927317] [ 0.4421847 0.56486282 0.48276746 0.79079534 0.44987096] [ 0.44068414 0.64303209 0.48979119 0.52840448 0.34840316] [ 0.50152577 0.57435623 0.52978371 0.59555868 0.36486149] [ 0.62987536 0.53255627 0.65448382 0.54319001 0.39905919] [ 0.1240953 0.57993277 0.48470567 0.88660694 0.66599482] [ 0.61195203 0.42404584 0.48477946 0.54683417 0.49458331] [ 0.33229171 0.55561039 0.54927488 0.65002863 0.38786594] [ 0.38171719 0.62072668 0.4345889 0.58331126 0.48788678] [ 0.39842088 0.47418586 0.59841084 0.59805269 0.55219636] [ 0.54813484 0.6381025 0.48909134 0.52203657 0.50578989] [ 0.28785227 0.70253648 0.32486921 0.8022216 0.5829182 ] [ 0.6570708 0.39651607 0.743778 0.58008931 0.44289815] [ 0.53535449 0.60122179 0.53086493 0.32048956 0.49768522] [ 0.63999604 0.46933629 0.53232346 0.3126675 0.55977879] [ 0.34502813 0.56732012 0.42484149 0.79755243 0.43756262] [ 0.30716921 0.72905929 0.38670518 0.72228833 0.55911028] [ 0.76362946 0.3899732 0.61625588 0.18245067 0.39749295] [ 0.73852173 0.44208037 0.46664195 0.59832971 0.37160143] [ 0.54335405 0.48405165 0.45752797 0.392004 0.33027143] [ 0.59258207 0.61140657 0.45806576 0.45546006 0.64902505] [ 0.71031504 0.53121225 0.5778163 0.29637044 0.37450066] [ 0.56352625 0.55820648 0.3781962 0.42393762 0.36114397] [ 0.58511276 0.46443535 0.60695514 0.59323808 0.34600305] [ 0.41295464 0.4149512 0.53972617 0.44424525 0.74740692] [ 0.51301232 0.51043571 0.44559814 0.42271122 0.37428707] [ 0.3837352 0.58116213 0.39485947 0.45023482 0.60173352] [ 0.41225361 0.52648015 0.40661363 0.7122152 0.38620848] [ 0.63790591 0.46362353 0.49642014 0.58347947 0.35067995] [ 0.38749609 0.59134282 0.42965303 0.50809255 0.55686982] [ 0.80555908 0.52794296 0.4877209 0.39533698 0.39013341] [ 0.6843543 0.5436251 0.50163679 0.47658274 0.507901 ] [ 0.47959613 0.57203758 0.46902319 0.45323739 0.57376551] [ 0.59986362 0.57193659 0.41594747 0.43433155 0.43708023] [ 0.58102464 0.43298454 0.57788914 0.55857828 0.3444307 ] [ 0.57161718 0.50886056 0.59414652 0.36792777 0.42020646] [ 0.74415253 0.45918297 0.64050318 0.4745026 0.40085522] [ 0.16183388 0.53302677 0.39648503 0.89297131 0.67058409] [ 0.62428568 0.53917605 0.4149666 0.47978399 0.34137986] [ 0.30994136 0.6047776 0.32459638 0.72644852 0.55448369] [ 0.84133959 0.53893603 0.37950592 0.44383952 0.36611428] [ 0.77128082 0.40804648 0.53794483 0.3282156 0.38126295] [ 0.73830938 0.44893588 0.35313775 0.34835276 0.44175157] [ 0.45348968 0.46814829 0.44391645 0.63146995 0.53496859] [ 0.27808611 0.53286897 0.32799127 0.81391015 0.63312891] [ 0.60851724 0.4663915 0.5987839 0.42904217 0.55102389] [ 0.25388148 0.57402972 0.49602477 0.72451755 0.57987055] [ 0.78043552 0.54848793 0.57765684 0.44775432 0.32382507] [ 0.4854687 0.51812018 0.57339487 0.70653216 0.47735768] [ 0.3794832 0.56044789 0.43728107 0.67383569 0.36585004] [ 0.68420023 0.39641209 0.42563205 0.60007849 0.30309842] [ 0.54106072 0.53458821 0.58623296 0.58347114 0.57413217] [ 0.72467226 0.50028156 0.53822693 0.28514365 0.55852003] [ 0.75286604 0.48813082 0.42068714 0.28459302 0.41381405] [ 0.39792599 0.58161705 0.32909895 0.66741556 0.43852123] [ 0.70019462 0.38880121 0.43483572 0.26347991 0.36547522] [ 0.67970579 0.52255808 0.49469038 0.31506582 0.41511414] [ 0.29680348 0.65399334 0.53698953 0.68028634 0.63207835] [ 0.42959368 0.66651059 0.42480208 0.74905673 0.56337341] [ 0.56443387 0.49339666 0.46127635 0.49919079 0.57815886] [ 0.47875196 0.6741174 0.5399656 0.57270502 0.49149501] [ 0.33530314 0.52810405 0.43210187 0.63375458 0.50018324] [ 0.1506966 0.74450838 0.42062054 0.79716953 0.53040995] [ 0.27399137 0.67866142 0.50116193 0.63885851 0.56465125] [ 0.75233574 0.34920766 0.60230238 0.55927099 0.29213353] [ 0.68458663 0.34038548 0.61063412 0.67095114 0.4418531 ] [ 0.53721663 0.52699442 0.51785186 0.71906519 0.47019698] [ 0.55417807 0.54734049 0.56883484 0.48449831 0.62597634] [ 0.6746305 0.52984059 0.29464994 0.36166182 0.39262867] [ 0.7269166 0.49239395 0.49110516 0.24901461 0.38487306] [ 0.51587729 0.57495664 0.57984018 0.51945247 0.35526611] [ 0.74490137 0.34511399 0.66701684 0.42727214 0.45147637] [ 0.49154173 0.43771096 0.40878995 0.59241882 0.5209638 ] [ 0.39886105 0.73360709 0.27807436 0.73746808 0.57162971] [ 0.54340722 0.56897752 0.42991539 0.56885233 0.54224657] [ 0.7888137 0.45438017 0.46566977 0.28984303 0.24538623] [ 0.52957553 0.44532947 0.68763145 0.57367267 0.35275967] [ 0.3271935 0.61354829 0.48863724 0.84714041 0.67189858] [ 0.64182584 0.47896255 0.53539469 0.25779808 0.51491229] [ 0.72188947 0.49406365 0.67133439 0.43745437 0.42848427] [ 0.63948537 0.50573931 0.46520221 0.2322424 0.28484011] [ 0.5301398 0.55455732 0.52374246 0.5314975 0.59759155] [ 0.33216616 0.55227394 0.39796594 0.63167073 0.59592831] [ 0.29323798 0.67506047 0.36196644 0.54368499 0.35454908] [ 0.57335465 0.42841885 0.57268416 0.6282167 0.46252235] [ 0.46833825 0.55767945 0.48165051 0.64994389 0.48935263] [ 0.56809948 0.48000155 0.38553562 0.44958129 0.36030395] [ 0.74689129 0.36468879 0.54708105 0.11586373 0.35495053] [ 0.54564033 0.54981758 0.43850274 0.3567606 0.37786835] [ 0.83472978 0.42478601 0.56678087 0.38299498 0.38411284] [ 0.36220814 0.62222352 0.52448327 0.54646362 0.53595942] [ 0.51740394 0.61346501 0.35805047 0.47536167 0.53461346] [ 0.59351229 0.54827781 0.38867526 0.43125653 0.37979293] Progress: 57.5% ... Training loss: 0.428 ... Validation loss: 0.699[ 0.43460731 0.47877285 0.58354129 0.60565209 0.63673678] [ 0.62695788 0.4441195 0.70000691 0.63739812 0.43132237] [ 0.47492863 0.57702834 0.54703475 0.55532309 0.56873352] [ 0.7722898 0.49217758 0.55557332 0.24323237 0.55229604] [ 0.61301639 0.52175601 0.43543649 0.36591682 0.46805655] [ 0.54402893 0.60785265 0.56298385 0.51062712 0.53705581] [ 0.78118714 0.54938947 0.48239354 0.54747065 0.38329632] [ 0.62938776 0.44289429 0.44853905 0.56240808 0.29616872] [ 0.62715986 0.50545266 0.49508909 0.57337062 0.51774149] [ 0.21298782 0.63035364 0.5205771 0.72802033 0.5402238 ] [ 0.54267342 0.51842025 0.49442077 0.24372762 0.32568683] [ 0.52114893 0.54209736 0.44219462 0.22668927 0.38027571] [ 0.38394151 0.69010565 0.39692069 0.82210089 0.57121065] [ 0.67719655 0.43982208 0.41714095 0.24570419 0.37636588] [ 0.23888373 0.63749278 0.43123227 0.88304228 0.56442995] [ 0.632392 0.34214043 0.6163717 0.57274943 0.49749725] [ 0.28491714 0.62002795 0.29292102 0.73251751 0.47574096] [ 0.4773957 0.39722721 0.50601721 0.68393542 0.47142568] [ 0.51793642 0.49903963 0.51140336 0.49162172 0.4197444 ] [ 0.16047781 0.68878007 0.42167952 0.89960605 0.50293232] [ 0.71908461 0.35993954 0.5888007 0.28496014 0.36969108] [ 0.35674272 0.5484665 0.46998612 0.53332294 0.50692646] [ 0.72406876 0.41108207 0.6223754 0.4365357 0.44538697] [ 0.84913511 0.35216717 0.54632665 0.15939199 0.40725878] [ 0.48381223 0.61004975 0.37460938 0.44856491 0.41674675] [ 0.43441409 0.51050406 0.39880807 0.34949028 0.38379381] [ 0.52283576 0.4935537 0.47851681 0.54159984 0.38380994] [ 0.66169336 0.35590464 0.50409053 0.6899633 0.49504322] [ 0.62145162 0.34526099 0.5614127 0.29778857 0.58358145] [ 0.5690491 0.52442728 0.4790937 0.4858201 0.40184238] [ 0.30320612 0.55307002 0.46628311 0.89340157 0.68104458] [ 0.40969705 0.64945049 0.24713394 0.72896664 0.44135016] [ 0.50592146 0.46508891 0.53094105 0.76671913 0.52300259] [ 0.82421704 0.39503545 0.57157621 0.15689949 0.34892848] [ 0.57623365 0.57180896 0.57288363 0.50846756 0.42404739] [ 0.51233221 0.50548007 0.46492714 0.54280857 0.41864418] [ 0.68626015 0.46285649 0.4064526 0.31398837 0.42533999] [ 0.60154541 0.44918932 0.56588902 0.38716196 0.38653017] [ 0.75029154 0.38371911 0.59551542 0.58178925 0.39075294] [ 0.72183721 0.50810292 0.61667643 0.41385225 0.42003212] [ 0.60426363 0.35527931 0.5244935 0.34654241 0.59026053] [ 0.72579071 0.51976596 0.52107369 0.41377441 0.38421749] [ 0.51064977 0.39088058 0.54900999 0.5122173 0.44686458] [ 0.5010764 0.57593588 0.50960571 0.60348553 0.44481178] [ 0.50314504 0.45775982 0.57428077 0.32843332 0.46320534] [ 0.63306582 0.4563398 0.41564965 0.5674037 0.35840691] [ 0.55156366 0.43159671 0.49502664 0.48702515 0.39078182] [ 0.6542412 0.43572248 0.54052149 0.30405325 0.5462616 ] [ 0.51228775 0.6110481 0.39044495 0.46247341 0.3516157 ] [ 0.72062337 0.4834642 0.45450044 0.38807712 0.32876264] [ 0.70976996 0.48099944 0.43340514 0.35616129 0.40274359] [ 0.66602304 0.5507834 0.39191358 0.47921599 0.31961959] [ 0.53350544 0.54447425 0.49695137 0.29111185 0.55657471] [ 0.70814395 0.52037515 0.46766837 0.20636359 0.42912254] [ 0.7722322 0.25629693 0.49692708 0.25154388 0.38602581] [ 0.66655709 0.48651748 0.44884935 0.37331023 0.37727414] [ 0.38443002 0.54123041 0.42976619 0.63048021 0.44845879] [ 0.64201185 0.55118893 0.35495022 0.36790065 0.38485707] [ 0.50991264 0.62735197 0.51418928 0.63130187 0.4317288 ] [ 0.86763749 0.48055715 0.46164793 0.19699812 0.39187153] [ 0.26909397 0.73169723 0.39760329 0.74254182 0.57927475] [ 0.51454275 0.57077584 0.35156889 0.56701862 0.42612601] [ 0.70669658 0.48489803 0.48012837 0.34634712 0.40920638] [ 0.76201631 0.37614197 0.63348349 0.47326798 0.43465173] [ 0.66163972 0.43809236 0.46608801 0.33505899 0.53572874] [ 0.4837555 0.60324001 0.45024637 0.45221169 0.5016057 ] [ 0.68397628 0.4831141 0.47640593 0.21913415 0.4604473 ] [ 0.35570341 0.63118926 0.45111888 0.78895164 0.62169005] [ 0.52472446 0.63381004 0.52276886 0.49728594 0.47027815] [ 0.61161708 0.49201702 0.65003179 0.32252482 0.48476231] [ 0.21159281 0.65955449 0.39172788 0.67992265 0.5735088 ] [ 0.54085645 0.39238762 0.52949142 0.67142019 0.41679284] [ 0.23300395 0.67817391 0.46395682 0.64552377 0.60568942] [ 0.66144754 0.35525357 0.61066587 0.38340576 0.58796045] [ 0.36658705 0.4794416 0.51162814 0.53889094 0.63790331] [ 0.58230632 0.52854466 0.39171627 0.61873561 0.40805482] [ 0.70595718 0.4380448 0.4954663 0.2164623 0.31807805] [ 0.71847491 0.33373731 0.41489632 0.41593651 0.39495351] [ 0.74001046 0.50403972 0.4911859 0.32718831 0.34999589] [ 0.46005449 0.6306886 0.5236348 0.54534142 0.43622081] [ 0.23973594 0.71033168 0.47506895 0.79201946 0.55844971] [ 0.58659184 0.60518013 0.52433005 0.4746226 0.42939891] [ 0.3595343 0.58379814 0.40376157 0.79346334 0.37051751] [ 0.45928873 0.48848042 0.41743116 0.49398439 0.38390259] [ 0.59424247 0.3372184 0.3875561 0.3761138 0.51957055] [ 0.6772181 0.56342786 0.50682808 0.43622677 0.40220394] [ 0.34814723 0.60075114 0.43980177 0.65477858 0.61488637] [ 0.34402163 0.54170739 0.36417348 0.78680521 0.44508992] [ 0.56350941 0.38509447 0.41937609 0.72050226 0.40445754] [ 0.66719881 0.34444614 0.5780926 0.40364609 0.45783028] [ 0.58200765 0.57139643 0.47804778 0.5548268 0.42750086] [ 0.50074623 0.47263047 0.49887522 0.60815693 0.55159919] [ 0.55463209 0.50237679 0.43877443 0.50192685 0.49807472] [ 0.63133233 0.47846812 0.53121874 0.51731421 0.5001384 ] [ 0.51036293 0.63631454 0.26493355 0.57903235 0.35396672] [ 0.70962137 0.45471343 0.538938 0.37901622 0.3879512 ] [ 0.47362676 0.5249174 0.51136574 0.74701459 0.4692618 ] [ 0.50365407 0.51347546 0.49747459 0.73337277 0.42329811] [ 0.52772549 0.64452689 0.4445406 0.61466493 0.41483501] [ 0.83246893 0.49351874 0.51639298 0.27178814 0.40431506] [ 0.6434682 0.5639618 0.47765052 0.26365607 0.39900348] [ 0.86735052 0.35346867 0.44132975 0.36055798 0.375205 ] [ 0.37713023 0.54316479 0.33628941 0.67867615 0.48607961] [ 0.54253643 0.638934 0.51974544 0.6022185 0.61306404] [ 0.56805223 0.53941516 0.57182316 0.35046207 0.49705412] [ 0.7031388 0.41319588 0.58978501 0.57863572 0.36601141] [ 0.61582102 0.53568482 0.47166371 0.39452292 0.47278216] [ 0.45623188 0.5588712 0.4837198 0.66338608 0.49293964] [ 0.50245742 0.63189942 0.41768893 0.57785947 0.59380264] [ 0.49672909 0.52048248 0.51371347 0.49069201 0.62115369] [ 0.6481522 0.39262533 0.52853324 0.55031188 0.49064836] [ 0.58966526 0.59036839 0.54232252 0.53445363 0.38581189] [ 0.43102257 0.58500983 0.46569424 0.63519887 0.43798921] [ 0.69119613 0.66241095 0.38229069 0.33339106 0.3871598 ] [ 0.62532415 0.384081 0.64438287 0.32888213 0.46559811] [ 0.51421709 0.57256825 0.41372935 0.5810185 0.42915163] [ 0.67567625 0.50623539 0.49065964 0.29699643 0.38149747] [ 0.80766916 0.57318701 0.49686803 0.31873947 0.46151538] [ 0.78250374 0.36070458 0.54237755 0.20352131 0.35243862] [ 0.39735494 0.5438552 0.52690022 0.75056076 0.51120536] [ 0.56748277 0.58369 0.48536466 0.42803739 0.54402311] [ 0.19269112 0.67397361 0.40112131 0.89936818 0.6475577 ] [ 0.43503729 0.49070086 0.46531797 0.60974891 0.51704285] [ 0.7771976 0.35880516 0.5122532 0.2028509 0.44129457] [ 0.54994232 0.68593694 0.27160684 0.54201713 0.42356631] [ 0.48266162 0.5759392 0.320394 0.62797757 0.4993747 ] [ 0.77716202 0.46705749 0.57649925 0.30299153 0.44991463] [ 0.71697634 0.49742513 0.5717682 0.295302 0.45085411] Progress: 57.6% ... Training loss: 0.427 ... Validation loss: 0.699[ 0.81222298 0.30244795 0.53346156 0.16526485 0.37734272] [ 0.52512204 0.48123108 0.62438046 0.32668307 0.43885585] [ 0.62528268 0.45761816 0.5080362 0.38814555 0.41495309] [ 0.38671706 0.59313335 0.46926762 0.617058 0.56259888] [ 0.63367437 0.50775789 0.4427531 0.46244497 0.55568368] [ 0.62497217 0.40543343 0.65155793 0.54716498 0.48030237] [ 0.43017318 0.46032059 0.54536521 0.49349293 0.62284524] [ 0.66603463 0.35881497 0.52393897 0.30687893 0.46116684] [ 0.77819014 0.337671 0.44188031 0.59863995 0.38570676] [ 0.62878056 0.38535129 0.55773088 0.54462084 0.36648212] [ 0.43444528 0.53652967 0.55197458 0.75028167 0.44951701] [ 0.61033948 0.55605671 0.46769237 0.65714574 0.40678876] [ 0.43952166 0.60747193 0.29346888 0.68040104 0.57506213] [ 0.4577989 0.472691 0.51092166 0.67992289 0.47407655] [ 0.59507663 0.42831973 0.52615115 0.55557723 0.42600636] [ 0.55166163 0.48606436 0.44761805 0.42715809 0.41948318] [ 0.42071491 0.59010801 0.54475881 0.62316699 0.56370655] [ 0.24506676 0.50780213 0.43877525 0.8455055 0.57916907] [ 0.62059136 0.50729037 0.40256075 0.29799176 0.22774504] [ 0.34485443 0.54139078 0.36430152 0.78635245 0.44501068] [ 0.32259094 0.39701734 0.49374174 0.61470618 0.66041867] [ 0.65534585 0.34481049 0.6467435 0.30018107 0.4631304 ] [ 0.32152945 0.64852413 0.30510526 0.84697641 0.49839347] [ 0.29239138 0.66385218 0.42181472 0.80214326 0.56627063] [ 0.74730893 0.46906692 0.57756017 0.46006851 0.42210753] [ 0.51751494 0.37813117 0.52572775 0.40549177 0.47364341] [ 0.68904593 0.35914857 0.41490099 0.46930191 0.46136782] [ 0.74674988 0.46353236 0.52543079 0.48538117 0.39213193] [ 0.40810681 0.61935253 0.31088861 0.4819712 0.44603865] [ 0.34701282 0.41098728 0.51674737 0.85870513 0.62009125] [ 0.28971393 0.67372803 0.40642043 0.72962574 0.4669635 ] [ 0.59364353 0.74946949 0.25660114 0.59253986 0.43543994] [ 0.7143285 0.33993641 0.62038389 0.40982987 0.39501745] [ 0.43380904 0.50442239 0.50684586 0.70845183 0.52847196] [ 0.30001327 0.58361989 0.54861351 0.78312907 0.58740494] [ 0.3833982 0.62494216 0.33409326 0.70965267 0.36614685] [ 0.55709238 0.43424446 0.39083698 0.49708748 0.5378385 ] [ 0.5561844 0.64426424 0.32770641 0.45022824 0.48753598] [ 0.39554776 0.43832284 0.42175572 0.54742479 0.41049771] [ 0.50348009 0.67078485 0.52371201 0.61872717 0.46817763] [ 0.63055374 0.53991134 0.40852554 0.64225128 0.50275206] [ 0.55631612 0.58409941 0.41085036 0.50615441 0.36963251] [ 0.77638233 0.52716898 0.32309601 0.3331592 0.34037014] [ 0.71279196 0.44215444 0.66456896 0.60955929 0.42321253] [ 0.70996983 0.38912641 0.60037438 0.55262916 0.46170394] [ 0.63084336 0.53785513 0.48144456 0.54406449 0.55040272] [ 0.66741732 0.53187651 0.49817347 0.44524653 0.36994271] [ 0.66690038 0.49692407 0.545241 0.28037302 0.41048265] [ 0.70996983 0.38912641 0.60037438 0.55262916 0.46170394] [ 0.31764427 0.57090862 0.42379387 0.70543621 0.41975253] [ 0.48343887 0.56444776 0.44515425 0.60897152 0.44334958] [ 0.60448865 0.53693752 0.49026385 0.38610006 0.3970284 ] [ 0.28607675 0.52140581 0.40089138 0.79264041 0.49537016] [ 0.4634831 0.61645049 0.46469501 0.64282799 0.63572029] [ 0.43458451 0.51482055 0.58602761 0.60705276 0.39610003] [ 0.69793905 0.48233503 0.53144844 0.58419732 0.47973031] [ 0.70908731 0.36150935 0.72980211 0.46094158 0.35026045] [ 0.63440543 0.50088402 0.40691824 0.66715141 0.3400864 ] [ 0.66415042 0.5675057 0.35944559 0.55660049 0.29377921] [ 0.46020774 0.62954033 0.48995941 0.56183579 0.39546374] [ 0.66139703 0.50406883 0.57840655 0.58377089 0.42946229] [ 0.64504529 0.49369294 0.38920222 0.37316961 0.27779389] [ 0.47429849 0.52063128 0.52206057 0.58207198 0.36752739] [ 0.27678681 0.65043591 0.46400047 0.69023917 0.53348476] [ 0.51239615 0.56421669 0.41912726 0.41745584 0.45552899] [ 0.19405808 0.70339399 0.27855668 0.70459629 0.53276242] [ 0.75868293 0.37420194 0.50849476 0.23762036 0.34365158] [ 0.28472031 0.55080842 0.42368592 0.59288742 0.6650619 ] [ 0.38294948 0.59545974 0.40005681 0.67256647 0.38453914] [ 0.42530036 0.66296112 0.47519623 0.6731703 0.53119252] [ 0.47011207 0.59513923 0.40497591 0.45063799 0.41592447] [ 0.85316859 0.31419025 0.66029948 0.19863359 0.40092885] [ 0.54531063 0.39880838 0.66968423 0.48214496 0.41539406] [ 0.50832623 0.69669803 0.44541908 0.68116866 0.4455036 ] [ 0.4798454 0.56005931 0.49668 0.72569155 0.48523733] [ 0.42525091 0.65018516 0.54750368 0.53559762 0.41821828] [ 0.63568639 0.46950334 0.53244878 0.33033357 0.52155031] [ 0.73965861 0.45817656 0.42350929 0.36690301 0.44159122] [ 0.31766029 0.57270406 0.38778074 0.85175188 0.49798926] [ 0.610847 0.49174288 0.53154966 0.44225161 0.41407958] [ 0.58084005 0.39825175 0.67559256 0.72369755 0.46456885] [ 0.60104765 0.39425068 0.44656347 0.70247687 0.38013841] [ 0.84561053 0.40704597 0.55956439 0.2294944 0.38074027] [ 0.6503943 0.52060831 0.59584871 0.42492493 0.47343154] [ 0.829387 0.44723665 0.57872913 0.18775749 0.42524157] [ 0.76153975 0.42757978 0.43362588 0.38944125 0.31733297] [ 0.63612654 0.37598263 0.54953002 0.26062161 0.46070124] [ 0.86823287 0.44509767 0.50331061 0.27154256 0.28033131] [ 0.53830227 0.43591484 0.37982428 0.60978723 0.34784348] [ 0.32922042 0.61936199 0.55063635 0.58787888 0.66261345] [ 0.34063312 0.55852862 0.31442945 0.78208341 0.5115559 ] [ 0.63782369 0.42839326 0.42990692 0.44394161 0.37661648] [ 0.37465992 0.65216941 0.46541002 0.63217205 0.56487785] [ 0.67247836 0.34854514 0.69761782 0.35792151 0.44210458] [ 0.33617221 0.5486384 0.45557679 0.76104618 0.42217271] [ 0.86618415 0.43095948 0.5470977 0.26743437 0.36961209] [ 0.69566559 0.52023227 0.57452399 0.24121272 0.51951074] [ 0.42241872 0.59585932 0.33672391 0.60496413 0.38374039] [ 0.85025294 0.48140609 0.51487748 0.28260575 0.41427944] [ 0.30440464 0.71758011 0.37993183 0.73735772 0.53578898] [ 0.69172045 0.34748356 0.57183723 0.61661626 0.44103121] [ 0.45792071 0.56454991 0.39557395 0.52557213 0.5799535 ] [ 0.71724092 0.41255801 0.48669323 0.41290163 0.4072698 ] [ 0.49283555 0.46445764 0.48883938 0.70224527 0.57020488] [ 0.47881564 0.49164556 0.4924868 0.81854427 0.55607549] [ 0.38016479 0.52740218 0.54350539 0.7340545 0.540141 ] [ 0.60582528 0.41802036 0.49687964 0.42635511 0.38736963] [ 0.57150707 0.45195646 0.53526771 0.43148006 0.5903276 ] [ 0.51933189 0.52038515 0.48078637 0.80716518 0.42462464] [ 0.79991283 0.598088 0.55329105 0.39640406 0.40236938] [ 0.60767063 0.49635037 0.50372161 0.714581 0.40197325] [ 0.28958228 0.7038914 0.36672743 0.80127741 0.4406962 ] [ 0.68394546 0.64436196 0.36760784 0.47596135 0.45703551] [ 0.22346272 0.6213287 0.42743103 0.5533564 0.58739622] [ 0.51206563 0.46118444 0.52919024 0.34493633 0.62773376] [ 0.41247352 0.53733478 0.45236636 0.44835052 0.4993158 ] [ 0.39891547 0.51304518 0.46216636 0.72028137 0.47214307] [ 0.80109087 0.61972359 0.25099786 0.40207568 0.27877127] [ 0.52469494 0.41778965 0.47332987 0.3805068 0.52916183] [ 0.59481204 0.62291267 0.56318332 0.61208434 0.49709926] [ 0.7974995 0.5199884 0.60476608 0.34912558 0.42783799] [ 0.75557205 0.50455345 0.43332082 0.24678771 0.38833874] [ 0.53947059 0.47771038 0.61068119 0.37886982 0.44460788] [ 0.23899401 0.47058916 0.45250854 0.76964099 0.63421796] [ 0.29458715 0.56990844 0.49694515 0.6017065 0.52663898] [ 0.44189096 0.51459383 0.49794604 0.68079055 0.38902072] [ 0.72597535 0.41097562 0.48123574 0.28322125 0.39836711] [ 0.47786497 0.62375992 0.59930618 0.52581475 0.44297332] Progress: 57.6% ... Training loss: 0.427 ... Validation loss: 0.700[ 0.76778525 0.5471919 0.43274276 0.35567705 0.41016011] [ 0.54604837 0.53190085 0.53818206 0.32175708 0.63284152] [ 0.73097832 0.45601734 0.62351602 0.34624106 0.43929826] [ 0.59288853 0.55567375 0.32572185 0.39907799 0.42449508] [ 0.48879016 0.45717911 0.60562791 0.6057125 0.52637807] [ 0.817301 0.37292563 0.5560947 0.18169355 0.39767282] [ 0.73538239 0.5361499 0.34020834 0.53876892 0.42471962] [ 0.78265091 0.45062439 0.50337403 0.26320424 0.45460617] [ 0.55701536 0.67458286 0.40660369 0.65284078 0.47251898] [ 0.75653871 0.33266967 0.57682327 0.38200436 0.43025952] [ 0.24418624 0.4887642 0.38484618 0.87078214 0.57830144] [ 0.4320505 0.73245046 0.33105217 0.62426997 0.53434234] [ 0.57310098 0.62973092 0.33386356 0.57549031 0.46535974] [ 0.54669913 0.49110969 0.47412826 0.77788442 0.38207546] [ 0.80412183 0.35996193 0.64480211 0.20624603 0.49965052] [ 0.73235806 0.36988204 0.37868027 0.45190911 0.26480068] [ 0.4822973 0.58685945 0.60228234 0.55863848 0.47952178] [ 0.38893735 0.5879006 0.33610834 0.6498781 0.56951991] [ 0.69883664 0.4727436 0.67638765 0.34008483 0.49157372] [ 0.38821301 0.57754294 0.33910303 0.76739574 0.34381284] [ 0.41574177 0.65850724 0.38487652 0.7497918 0.40470945] [ 0.61262593 0.45572657 0.57645618 0.56505179 0.55556212] [ 0.50335236 0.50114233 0.44648175 0.30054486 0.41207086] [ 0.52828371 0.57192849 0.42771703 0.41167935 0.34030159] [ 0.88987006 0.38893912 0.5531275 0.13762855 0.38372559] [ 0.55257441 0.3789884 0.49039665 0.30564558 0.50775484] [ 0.22945089 0.6910997 0.38024532 0.89942217 0.60806538] [ 0.53843697 0.33337004 0.44270029 0.48333772 0.44457212] [ 0.69974054 0.47991209 0.42936484 0.30940337 0.30137646] [ 0.74228484 0.31400422 0.70505227 0.3964854 0.40499775] [ 0.38666651 0.546801 0.461888 0.85768008 0.59511696] [ 0.85008869 0.32919801 0.63347352 0.1633371 0.33498773] [ 0.44733495 0.5583844 0.32247275 0.52468868 0.47679871] [ 0.33428274 0.67402619 0.4286026 0.6307375 0.40608042] [ 0.51995146 0.43038985 0.52222879 0.59705509 0.43250673] [ 0.53476037 0.50630608 0.31047937 0.4816843 0.46637279] [ 0.3157049 0.53701732 0.46526452 0.6968945 0.51375405] [ 0.46023784 0.56619311 0.58710563 0.74516451 0.61737423] [ 0.6904188 0.42337794 0.55848891 0.41743323 0.41182364] [ 0.21382936 0.5297706 0.31945073 0.7821824 0.52319842] [ 0.34470058 0.57906473 0.36669618 0.78111179 0.48269918] [ 0.42315024 0.6179862 0.31822756 0.64888527 0.42620923] [ 0.3151618 0.62750062 0.35789318 0.68905542 0.33390572] [ 0.79562342 0.56648123 0.57006197 0.40136333 0.40946842] [ 0.67941727 0.392603 0.34580354 0.43235086 0.42183262] [ 0.74774539 0.47239928 0.49488623 0.27452586 0.49871286] [ 0.58130851 0.34675966 0.70557 0.38876462 0.46720892] [ 0.6513491 0.40723345 0.59066131 0.58854249 0.44691669] [ 0.64595319 0.40483221 0.59230824 0.30920684 0.57476877] [ 0.53644377 0.49876495 0.50552162 0.73329058 0.48198027] [ 0.72496151 0.49100828 0.3790611 0.5699345 0.51898074] [ 0.54223529 0.52262728 0.49411297 0.57948124 0.32583994] [ 0.23713492 0.57194169 0.41258662 0.78092803 0.49370104] [ 0.69994464 0.36863777 0.64454153 0.38334371 0.36905221] [ 0.50578645 0.55408331 0.46083505 0.58790529 0.37688444] [ 0.86203849 0.56047657 0.50412304 0.31644065 0.40591989] [ 0.2824712 0.67812247 0.4792215 0.61541863 0.50368448] [ 0.73668345 0.37032477 0.58935848 0.57251189 0.42120522] [ 0.72841805 0.43692693 0.49815589 0.6186522 0.45135938] [ 0.52652727 0.57267029 0.51108403 0.45442682 0.49382556] [ 0.63080238 0.51597687 0.39726375 0.36941617 0.32482521] [ 0.38755809 0.649354 0.25616664 0.72770465 0.4705633 ] [ 0.54956732 0.38666916 0.43160879 0.50390126 0.390823 ] [ 0.68586499 0.47643653 0.34010062 0.41545111 0.35459264] [ 0.80345979 0.35113385 0.53307516 0.50657735 0.33568083] [ 0.5332287 0.52867612 0.49809 0.38835544 0.49062893] [ 0.74578257 0.34019785 0.66994208 0.22001012 0.45024587] [ 0.77036747 0.38172686 0.53020631 0.49359488 0.36059335] [ 0.78365559 0.52386823 0.48556479 0.29170571 0.38057554] [ 0.36926883 0.69044981 0.30507415 0.65904253 0.55834685] [ 0.49497476 0.4872467 0.60789196 0.6325376 0.49552926] [ 0.24082367 0.69887656 0.45424139 0.68920871 0.52311071] [ 0.61475828 0.42249147 0.55919873 0.35068697 0.45639009] [ 0.32429227 0.57312238 0.48877463 0.63683436 0.63985829] [ 0.14672081 0.57353759 0.49219449 0.88143174 0.61403551] [ 0.5830792 0.47755394 0.51297563 0.64029723 0.39536319] [ 0.71021553 0.47314494 0.36093945 0.43033309 0.45412591] [ 0.19939426 0.68702201 0.38962848 0.80754582 0.65092073] [ 0.35469424 0.62610783 0.32753985 0.70048663 0.4237352 ] [ 0.67620078 0.46354621 0.41976014 0.18007605 0.40371127] [ 0.27734794 0.50927516 0.4892826 0.80719005 0.55604428] [ 0.30372785 0.60973614 0.31247563 0.66503716 0.46794895] [ 0.33985922 0.69087075 0.51069811 0.63170258 0.43823793] [ 0.57198493 0.40538206 0.45751499 0.64983696 0.37198023] [ 0.60913161 0.53116817 0.51406789 0.4561844 0.61777548] [ 0.65328812 0.37334215 0.46351146 0.5198861 0.4476386 ] [ 0.69375079 0.42192454 0.51073684 0.26147955 0.44778694] [ 0.34674558 0.58747554 0.45805326 0.60044146 0.59630077] [ 0.47969189 0.59643947 0.50480748 0.68965328 0.56981592] [ 0.63002423 0.45419412 0.33006563 0.48001631 0.48056179] [ 0.65054791 0.32848135 0.41908612 0.54937643 0.35399136] [ 0.70817444 0.50163663 0.43253435 0.38664076 0.43753087] [ 0.53389177 0.49763013 0.52166622 0.35441366 0.48034833] [ 0.8516493 0.34146887 0.59644081 0.14931354 0.32784858] [ 0.77137438 0.44039263 0.36550943 0.32573486 0.35607622] [ 0.40914811 0.6660112 0.31107022 0.6064794 0.33536785] [ 0.31282448 0.61140787 0.42045794 0.69668267 0.60112094] [ 0.62620379 0.58245244 0.48951622 0.42720055 0.51770921] [ 0.51635818 0.63210588 0.38379438 0.66003105 0.46736725] [ 0.87705561 0.37359347 0.51174908 0.11958165 0.34027647] [ 0.53391721 0.43550576 0.39358201 0.50461589 0.62785004] [ 0.71267748 0.46425296 0.4547701 0.21857672 0.47134193] [ 0.32905339 0.65681952 0.32268069 0.90342181 0.5307149 ] [ 0.80299797 0.49626524 0.48272371 0.27212495 0.42680542] [ 0.89738433 0.25830503 0.53560154 0.13461605 0.33324536] [ 0.66518527 0.60373204 0.40970535 0.33598285 0.48196776] [ 0.67941727 0.392603 0.34580354 0.43235086 0.42183262] [ 0.54902737 0.51381634 0.56615892 0.67631638 0.40609534] [ 0.59426195 0.74925993 0.25668801 0.592112 0.43533174] [ 0.56702082 0.28298674 0.55814979 0.27448469 0.58791077] [ 0.44308486 0.42081839 0.52213725 0.67845659 0.46182838] [ 0.39174013 0.66695544 0.45936559 0.54044281 0.51351787] [ 0.1737946 0.62805438 0.43464263 0.89152208 0.5281637 ] [ 0.57445646 0.51527062 0.42763932 0.46639179 0.59608211] [ 0.64791576 0.52185953 0.37180685 0.45287607 0.50152798] [ 0.44738917 0.58986067 0.36156406 0.58203063 0.46584088] [ 0.55338364 0.44329766 0.57852596 0.53992641 0.37831081] [ 0.43875698 0.53033675 0.42746877 0.5362825 0.43372397] [ 0.44670272 0.54664907 0.52533905 0.52024154 0.62503469] [ 0.55886055 0.50434552 0.49869202 0.80189735 0.5202497 ] [ 0.34208438 0.52759279 0.38012525 0.68440939 0.63265066] [ 0.45558855 0.47840388 0.52288741 0.78978685 0.58471305] [ 0.66598 0.451984 0.6009437 0.61772151 0.49119195] [ 0.633033 0.51147401 0.5258092 0.27161675 0.34628582] [ 0.47924568 0.45317726 0.56669942 0.74884123 0.5196866 ] [ 0.76581813 0.50630827 0.27761616 0.46963895 0.35679247] [ 0.55209978 0.45937251 0.47707258 0.39652057 0.40578659] [ 0.16124296 0.52928435 0.35409383 0.85857312 0.62833906] Progress: 57.7% ... Training loss: 0.427 ... Validation loss: 0.699[ 0.67904839 0.33461073 0.50267815 0.5492098 0.49996902] [ 0.43176996 0.55788634 0.43411595 0.73106432 0.53254169] [ 0.20462761 0.5546864 0.35488358 0.65996683 0.54019235] [ 0.58264091 0.50105081 0.33238354 0.26209178 0.38527558] [ 0.50320262 0.57507781 0.50997355 0.6020641 0.44449949] [ 0.6008116 0.60706066 0.47347638 0.64319704 0.35063635] [ 0.61843423 0.51559352 0.53722461 0.26579641 0.48438656] [ 0.41803112 0.66702242 0.4460497 0.62446996 0.39307424] [ 0.57613913 0.39538616 0.54827651 0.50988264 0.35695707] [ 0.74837205 0.42604718 0.50752992 0.51859689 0.36118542] [ 0.74423523 0.32704913 0.63417444 0.19992714 0.38614133] [ 0.48952581 0.57653331 0.4726707 0.65623879 0.61379031] [ 0.28911521 0.58825145 0.43702946 0.83120768 0.54511812] [ 0.72389061 0.34036487 0.65723256 0.45943974 0.47019416] [ 0.74694027 0.36466747 0.54706172 0.11596024 0.35489897] [ 0.52459769 0.58416381 0.38772713 0.24960736 0.38243251] [ 0.6996185 0.47552568 0.58054541 0.18887946 0.44856331] [ 0.58921343 0.64198771 0.31817934 0.44014331 0.36594373] [ 0.53133011 0.54516565 0.43497004 0.41022695 0.3358647 ] [ 0.35833673 0.56885493 0.55103867 0.62947955 0.62284425] [ 0.67634693 0.39184758 0.44398079 0.50952932 0.28005792] [ 0.36501638 0.55151318 0.53191838 0.80046575 0.60727664] [ 0.61078402 0.52478446 0.48431332 0.58806807 0.60260618] [ 0.67302551 0.42611087 0.34950447 0.53115565 0.4157303 ] [ 0.72274853 0.42690156 0.45039188 0.29692964 0.36864262] [ 0.54851297 0.55575674 0.34949219 0.5170873 0.39529912] [ 0.60088631 0.55149237 0.42647411 0.49497898 0.54994149] [ 0.75866338 0.62742503 0.3864056 0.5570094 0.41885192] [ 0.77782335 0.45032456 0.39099389 0.64703266 0.40877534] [ 0.45534627 0.54708338 0.49872004 0.64515082 0.42705589] [ 0.40415771 0.64526351 0.40620058 0.61569483 0.42856294] [ 0.65716702 0.43612672 0.39270964 0.39829964 0.33091095] [ 0.60147106 0.594044 0.36391504 0.36569861 0.37349989] [ 0.52127819 0.56745947 0.43879226 0.47706388 0.43291585] [ 0.68279601 0.58050858 0.46924681 0.31709729 0.43380632] [ 0.30515377 0.67749529 0.38640117 0.87326477 0.676897 ] [ 0.50273252 0.61990979 0.50514875 0.6645614 0.44457162] [ 0.77100823 0.39869062 0.53134287 0.19760251 0.29728574] [ 0.60175434 0.49496343 0.52674663 0.70025588 0.53295869] [ 0.59946559 0.68019015 0.31612756 0.52479762 0.33670977] [ 0.2311608 0.67701388 0.41182891 0.58471016 0.40770523] [ 0.40815348 0.49977188 0.32494517 0.4780817 0.42419489] [ 0.61066416 0.62982262 0.48466789 0.36113671 0.38094816] [ 0.69530406 0.47269769 0.50180145 0.23045094 0.40751566] [ 0.59100496 0.40823744 0.5958947 0.64322895 0.46717204] [ 0.5311619 0.43290214 0.42875147 0.41519074 0.37674353] [ 0.56166834 0.66044394 0.41385686 0.54855091 0.40772392] [ 0.47861422 0.65856758 0.300603 0.42914416 0.49593939] [ 0.237713 0.69523428 0.36304856 0.69924191 0.55086429] [ 0.38436392 0.58661799 0.5386193 0.6366624 0.62012522] [ 0.15566503 0.49850137 0.41723857 0.91357229 0.64251572] [ 0.37107372 0.53066814 0.60063618 0.63138411 0.50262245] [ 0.63213228 0.52092044 0.40470405 0.41284819 0.40602985] [ 0.55148517 0.57754052 0.42994493 0.55041713 0.57116318] [ 0.75593849 0.52781147 0.49918407 0.45652361 0.45347386] [ 0.38884184 0.46332106 0.572253 0.43519719 0.54230815] [ 0.7227205 0.52432142 0.42759737 0.42806093 0.36724989] [ 0.73164418 0.40900847 0.56617992 0.60741086 0.42319999] [ 0.36606989 0.56430468 0.53537375 0.86721647 0.59661932] [ 0.40346189 0.54560464 0.46338941 0.62816514 0.61563003] [ 0.63602845 0.53484647 0.5427177 0.48817062 0.37256558] [ 0.80713233 0.38777558 0.67993189 0.23109051 0.43624398] [ 0.67349876 0.35676911 0.3538001 0.3524192 0.39357607] [ 0.8811604 0.27722157 0.58266535 0.1580789 0.3838866 ] [ 0.74681505 0.51717322 0.5659503 0.21911629 0.50612709] [ 0.68139041 0.54952591 0.45904068 0.49897611 0.57477153] [ 0.50785421 0.67517399 0.3297089 0.57016702 0.52231997] [ 0.64284271 0.39454352 0.40781143 0.47179215 0.51328068] [ 0.64604947 0.42727446 0.48842055 0.66271112 0.39598034] [ 0.4211269 0.59860917 0.46959424 0.56207537 0.71081914] [ 0.52251891 0.48206316 0.4773755 0.39712234 0.62964548] [ 0.64019245 0.52686384 0.53360445 0.66731818 0.4498387 ] [ 0.43411318 0.63169244 0.58587752 0.60606757 0.44979286] [ 0.46134303 0.54966211 0.47966968 0.71738407 0.50703668] [ 0.7923745 0.32650682 0.57351679 0.30661014 0.46658881] [ 0.38563134 0.51758428 0.44391712 0.6468264 0.3986072 ] [ 0.43542737 0.67954343 0.39680576 0.80269107 0.64562135] [ 0.50909563 0.50404861 0.57953108 0.50319708 0.39161491] [ 0.69077699 0.54998042 0.54786648 0.47236708 0.45263016] [ 0.40886981 0.64708406 0.3787312 0.55387311 0.46224121] [ 0.65379739 0.4363243 0.44469943 0.46113805 0.426396 ] [ 0.41451249 0.58027837 0.42146511 0.74121259 0.49695529] [ 0.50280498 0.43117496 0.69098464 0.54402255 0.51368621] [ 0.72239702 0.48398261 0.42376233 0.27758442 0.39311816] [ 0.30647214 0.6460085 0.46447558 0.54474805 0.57506116] [ 0.38290161 0.5505344 0.44536116 0.76884233 0.51188065] [ 0.52127562 0.44108152 0.55144779 0.35849308 0.42163518] [ 0.6998554 0.40746232 0.54393833 0.31387735 0.42980579] [ 0.35484043 0.44316644 0.37274657 0.71419976 0.49550257] [ 0.29497378 0.69757533 0.3148129 0.80280742 0.53485634] [ 0.41503297 0.62583464 0.37670841 0.44985901 0.56342364] [ 0.68222044 0.50071618 0.50873864 0.35507249 0.48702373] [ 0.72816363 0.38411754 0.61744518 0.54381373 0.43301478] [ 0.48093615 0.50845927 0.53191986 0.54227215 0.44762708] [ 0.39538503 0.64983039 0.47589163 0.59281952 0.52278244] [ 0.66099758 0.49224093 0.40522299 0.40281281 0.43133386] [ 0.56731415 0.61247677 0.49884169 0.48604338 0.49219268] [ 0.71848468 0.59001082 0.47036616 0.44672547 0.35289555] [ 0.30758442 0.67238206 0.35589231 0.88473457 0.51953476] [ 0.29863588 0.667753 0.52672226 0.60566966 0.52856631] [ 0.32535738 0.57676307 0.49545139 0.72376649 0.41769676] [ 0.80801018 0.3708061 0.67779308 0.26218296 0.39218376] [ 0.80649351 0.29953517 0.51690239 0.58909427 0.36218384] [ 0.81183119 0.46264151 0.43631366 0.45039504 0.45187353] [ 0.56684594 0.5523033 0.3749339 0.28486632 0.41229506] [ 0.69080755 0.51771583 0.47900789 0.21014447 0.43930856] [ 0.49660762 0.64683968 0.41809756 0.49674069 0.53257361] [ 0.28494704 0.5723431 0.44808519 0.7922215 0.49757851] [ 0.58126443 0.48658315 0.47054766 0.36007731 0.55956972] [ 0.2711703 0.59158285 0.37740624 0.87730586 0.50300866] [ 0.315785 0.62548643 0.49366801 0.83942877 0.57704316] [ 0.48995338 0.59650656 0.49745756 0.5073117 0.50934279] [ 0.28411891 0.66909378 0.41870209 0.61774853 0.48312931] [ 0.55369421 0.53743493 0.53160341 0.75423056 0.36103043] [ 0.56680424 0.54784662 0.35209648 0.47272566 0.34767011] [ 0.54679398 0.51938161 0.5263147 0.71823281 0.39682909] [ 0.21231517 0.7035363 0.37056957 0.64767304 0.58123356] [ 0.6652339 0.43536178 0.39152415 0.53007134 0.41711437] [ 0.237713 0.69523428 0.36304856 0.69924191 0.55086429] [ 0.40946822 0.64090163 0.4357993 0.76718617 0.63326045] [ 0.6838511 0.42984823 0.48696964 0.44364898 0.30058353] [ 0.48215924 0.48472384 0.59095817 0.71237726 0.34394385] [ 0.40034315 0.69301524 0.41951169 0.67698986 0.55607548] [ 0.42751285 0.59633683 0.4060761 0.66246121 0.61064246] [ 0.52765159 0.55489131 0.53253179 0.39732899 0.37380827] [ 0.44852399 0.73661414 0.28553567 0.7671101 0.52539535] [ 0.74693909 0.48895448 0.51204806 0.23451076 0.39588001] [ 0.5305771 0.61801097 0.32596737 0.70928545 0.577618 ] Progress: 57.8% ... Training loss: 0.426 ... Validation loss: 0.700[ 0.76905066 0.53600752 0.32678679 0.29313893 0.32398337] [ 0.60272279 0.48910635 0.66754893 0.41041283 0.4577392 ] [ 0.52457941 0.50460775 0.49427005 0.47962707 0.42424628] [ 0.64926385 0.6209555 0.5068746 0.54508976 0.42928176] [ 0.69028516 0.34657891 0.49751823 0.26078685 0.39826492] [ 0.26550142 0.56658697 0.50141202 0.70358615 0.55002016] [ 0.5419446 0.48204776 0.53302046 0.63968069 0.45152667] [ 0.51281274 0.65710834 0.36356522 0.68465785 0.58608604] [ 0.20883649 0.75766694 0.30174345 0.76673553 0.5571841 ] [ 0.83966698 0.39187721 0.48158734 0.24388013 0.29251858] [ 0.43298067 0.65837612 0.38999187 0.63239703 0.39066882] [ 0.66512033 0.44825078 0.60470925 0.43633957 0.41072497] [ 0.39874627 0.7106165 0.3808519 0.74142144 0.46359489] [ 0.80034182 0.59772614 0.55342616 0.39604279 0.40223218] [ 0.76801771 0.33785167 0.56885416 0.47119211 0.38700127] [ 0.28859566 0.56767369 0.48594153 0.62129514 0.62529385] [ 0.75039329 0.44272433 0.50862561 0.32947984 0.41908146] [ 0.50411251 0.53157365 0.50637844 0.53465382 0.54719094] [ 0.50653668 0.49039057 0.38282911 0.50473752 0.43695584] [ 0.73619692 0.34984749 0.64750164 0.44686932 0.46085971] [ 0.43363447 0.54258422 0.51867311 0.41788187 0.5728383 ] [ 0.58896749 0.54859714 0.40407484 0.44999875 0.4660283 ] [ 0.5169182 0.46014833 0.49394982 0.59237368 0.43457342] [ 0.61492413 0.47454497 0.39433076 0.51495237 0.38245129] [ 0.31550403 0.53131769 0.47081878 0.63632892 0.60599197] [ 0.73149296 0.39676966 0.57984765 0.55733368 0.44521645] [ 0.54443026 0.55355767 0.53030127 0.37889707 0.54948052] [ 0.54831046 0.42839142 0.49421752 0.68883773 0.47674867] [ 0.2270796 0.63058911 0.32118798 0.85819403 0.57309769] [ 0.55895565 0.47411186 0.4350855 0.46715147 0.31088096] [ 0.38602522 0.58086735 0.38967725 0.61540563 0.46848795] [ 0.38637485 0.51733387 0.44401514 0.6464219 0.39853126] [ 0.52333092 0.50498692 0.51522514 0.45794713 0.44259804] [ 0.5298154 0.54275852 0.39047762 0.47798199 0.39695975] [ 0.50743299 0.49200413 0.57450967 0.7233088 0.44285901] [ 0.35877197 0.56374777 0.50675052 0.83880902 0.52902354] [ 0.6228173 0.46851695 0.52401341 0.62214301 0.31810912] [ 0.63020734 0.36653068 0.51944745 0.33570353 0.3783859 ] [ 0.44361779 0.5569447 0.41518334 0.64124305 0.36431951] [ 0.42042826 0.49575972 0.53234733 0.7897313 0.58663309] [ 0.31453875 0.63826502 0.40065549 0.54055813 0.39496067] [ 0.50733133 0.69172514 0.34606782 0.5923879 0.51483324] [ 0.59963827 0.46736274 0.48223704 0.45331459 0.409346 ] [ 0.44390283 0.53969278 0.38072353 0.6450215 0.42010104] [ 0.82658816 0.461049 0.57619176 0.37444414 0.36248805] [ 0.41784746 0.65613685 0.32503793 0.7594144 0.48918493] [ 0.52628331 0.44001173 0.38427921 0.65827804 0.52350801] [ 0.52166931 0.54794706 0.48593152 0.71038174 0.40113672] [ 0.27869216 0.51797448 0.35597559 0.86064809 0.52434881] [ 0.47956152 0.56509413 0.46677063 0.80312968 0.52584328] [ 0.28294262 0.65897456 0.49579245 0.83432973 0.63115124] [ 0.54598485 0.48821703 0.4937862 0.49513866 0.47727866] [ 0.73979204 0.39731946 0.6885117 0.28469288 0.42457787] [ 0.30868274 0.50099711 0.53484739 0.54376374 0.6238304 ] [ 0.41206508 0.61482506 0.32776016 0.6040691 0.34602109] [ 0.46326925 0.66358989 0.41113659 0.69880785 0.42797423] [ 0.74136613 0.49584957 0.41572012 0.35035606 0.32687147] [ 0.70695446 0.62971624 0.35437265 0.23358814 0.38950414] [ 0.59396946 0.60569691 0.45590112 0.53453693 0.32660451] [ 0.69524574 0.62329768 0.45133317 0.44473989 0.4994999 ] [ 0.51911398 0.51928589 0.45456496 0.60056815 0.66064745] [ 0.8242123 0.34434813 0.67720787 0.17429534 0.40537374] [ 0.57990542 0.56755219 0.45076926 0.64398996 0.52203401] [ 0.41754046 0.59724106 0.40935465 0.65706155 0.35264991] [ 0.79583116 0.41150496 0.40767476 0.19705559 0.31626143] [ 0.48175317 0.4778157 0.41334106 0.55610764 0.35070232] [ 0.69160163 0.42893022 0.41801852 0.39841142 0.46690074] [ 0.44538774 0.39071102 0.57986563 0.38983194 0.57709857] [ 0.32032424 0.55317343 0.56089867 0.6207219 0.42565078] [ 0.77772423 0.44535335 0.5641415 0.24588171 0.51700279] [ 0.46254787 0.53750299 0.55126259 0.82140817 0.60830988] [ 0.55223264 0.61109646 0.42933936 0.63340199 0.36563104] [ 0.63127241 0.53171373 0.50955781 0.40410903 0.35555619] [ 0.75795695 0.3973377 0.40890301 0.30760087 0.40775864] [ 0.80620825 0.39683995 0.56115632 0.19814232 0.41664818] [ 0.61027394 0.58396267 0.25546745 0.54086921 0.49506071] [ 0.53692038 0.41883203 0.53756715 0.78448117 0.58206182] [ 0.81203539 0.39252955 0.66236102 0.19166281 0.40243531] [ 0.4353558 0.55241104 0.4727499 0.59731985 0.58083482] [ 0.32249126 0.39734516 0.49362064 0.61462886 0.66052254] [ 0.47591328 0.53728353 0.36202496 0.63769803 0.52594065] [ 0.74456492 0.50209962 0.4501012 0.38075623 0.39028553] [ 0.37900646 0.50515094 0.51266348 0.83629189 0.61911952] [ 0.26874088 0.55016721 0.40504014 0.62854571 0.46718502] [ 0.75446598 0.34833178 0.60267891 0.55706608 0.29189061] [ 0.52097762 0.52280469 0.39911949 0.7684519 0.28818278] [ 0.31830218 0.64258754 0.42638145 0.52160156 0.47423359] [ 0.49977188 0.48935959 0.42924348 0.62377684 0.61494529] [ 0.5388182 0.46302071 0.57199509 0.5583093 0.53677646] [ 0.54683118 0.58047049 0.50176414 0.59976381 0.37848386] [ 0.52354208 0.47322426 0.33046525 0.46414346 0.45224868] [ 0.25429757 0.70546131 0.3435623 0.65868738 0.43423121] [ 0.58907593 0.33114175 0.38391767 0.43349435 0.43851383] [ 0.24923159 0.58851669 0.45781082 0.6513656 0.51093299] [ 0.67373415 0.60142782 0.32814858 0.63095571 0.35485555] [ 0.79136531 0.37387637 0.42867857 0.21925983 0.32931605] [ 0.54467534 0.54943073 0.62788597 0.6254836 0.56936364] [ 0.34977873 0.64743386 0.53274936 0.69145117 0.49948165] [ 0.56731098 0.55200602 0.48515495 0.58632359 0.4212509 ] [ 0.56949053 0.49083983 0.38886349 0.35654195 0.43696001] [ 0.65487915 0.55155405 0.4214081 0.32602445 0.44479883] [ 0.67526333 0.60250882 0.39841494 0.51701548 0.3879597 ] [ 0.75050437 0.32441205 0.64087732 0.42118756 0.34031623] [ 0.36010138 0.61761621 0.29785509 0.69713502 0.50581026] [ 0.80128851 0.4015932 0.61537731 0.22978941 0.42861376] [ 0.41609404 0.43749817 0.55860006 0.6944216 0.48929163] [ 0.37231343 0.51640619 0.42497076 0.53651815 0.50013369] [ 0.8121982 0.4846736 0.56579686 0.3801418 0.39332305] [ 0.64051946 0.51104852 0.3907008 0.44837205 0.41708126] [ 0.24724262 0.58094142 0.41709109 0.7624026 0.47600374] [ 0.53222783 0.59097759 0.60649912 0.59535866 0.37018981] [ 0.71502408 0.54264829 0.54416497 0.45103724 0.50799732] [ 0.64550624 0.48331863 0.54016901 0.41429033 0.35655614] [ 0.2666423 0.75331236 0.40473815 0.74415465 0.43211491] [ 0.66709678 0.40797486 0.55644724 0.41779056 0.47149082] [ 0.56220492 0.58459548 0.32136891 0.47787213 0.39961989] [ 0.29817655 0.6089054 0.40839472 0.8190093 0.44369105] [ 0.30899096 0.47283793 0.41469667 0.76086811 0.56137359] [ 0.70638046 0.43428421 0.52735248 0.2997196 0.47906553] [ 0.52907038 0.52718714 0.53029351 0.5673587 0.56378325] [ 0.70100242 0.35601103 0.5132998 0.28484051 0.46584784] [ 0.79093411 0.52044068 0.56387314 0.3474947 0.41288375] [ 0.42006893 0.69745138 0.40313725 0.74973808 0.50017655] [ 0.36907513 0.52953129 0.54140098 0.67960716 0.35200589] [ 0.66160207 0.63102762 0.44345018 0.41543773 0.41658338] [ 0.52507652 0.53707454 0.43249376 0.50242317 0.51583786] [ 0.56106424 0.56065399 0.46928534 0.72390864 0.56611814] [ 0.57528584 0.46623683 0.53245701 0.33436608 0.46554924] Progress: 57.8% ... Training loss: 0.426 ... Validation loss: 0.700[ 0.53287605 0.43012605 0.47426283 0.37281362 0.38211669] [ 0.6110727 0.48096369 0.55565358 0.41678117 0.4720825 ] [ 0.46840834 0.62232789 0.34849647 0.53074376 0.4226417 ] [ 0.7053492 0.37942153 0.61882631 0.49221166 0.39518773] [ 0.47813226 0.46853689 0.5190564 0.51587375 0.50457682] [ 0.65056866 0.54643095 0.49679816 0.36996372 0.40409115] [ 0.52709494 0.6457795 0.34150806 0.63503485 0.50797118] [ 0.40246193 0.71462845 0.42865835 0.67709778 0.49062811] [ 0.40093732 0.52006159 0.49320661 0.67770125 0.38332849] [ 0.65973482 0.64197398 0.44648716 0.57545351 0.34256093] [ 0.24353666 0.65402261 0.35977901 0.75965088 0.46725738] [ 0.60528216 0.57895566 0.43672363 0.65904482 0.46216718] [ 0.75007027 0.4470287 0.67953016 0.3426074 0.36214377] [ 0.26290522 0.71685105 0.39630237 0.73308794 0.49228958] [ 0.65627626 0.47254845 0.60217572 0.19825453 0.47845679] [ 0.52222913 0.42816202 0.58639891 0.38868525 0.36465979] [ 0.63120678 0.42750098 0.53818921 0.57497921 0.46784675] [ 0.33492733 0.46710134 0.39225998 0.7644065 0.4858078 ] [ 0.77783033 0.32592183 0.51793005 0.22200874 0.45745611] [ 0.49918873 0.56409979 0.23062325 0.62566813 0.46018111] [ 0.5752407 0.42599932 0.58964987 0.6186101 0.36836381] [ 0.83311782 0.4024238 0.58747756 0.21905783 0.38330292] [ 0.39539935 0.63103964 0.35614577 0.62671988 0.5486076 ] [ 0.72876097 0.58584475 0.40248008 0.38562757 0.50678849] [ 0.59814011 0.42617523 0.64206782 0.58030512 0.53408126] [ 0.7177687 0.58247223 0.5211274 0.40127236 0.47528884] [ 0.38503512 0.42747864 0.47772554 0.71570952 0.56141271] [ 0.38443072 0.68554323 0.34920515 0.56963652 0.48563119] [ 0.6408171 0.58285431 0.52098553 0.43575943 0.43168319] [ 0.45196328 0.55149346 0.45012698 0.50484097 0.45883895] [ 0.66565027 0.52634615 0.42382631 0.38816809 0.33841187] [ 0.74041202 0.41632252 0.53043732 0.45424609 0.36623421] [ 0.59868823 0.5971316 0.3067779 0.33166803 0.36726255] [ 0.51783399 0.44767412 0.58648166 0.40111227 0.3745282 ] [ 0.15257892 0.67519868 0.40474271 0.86062844 0.62125855] [ 0.25189373 0.58018703 0.54952801 0.58504229 0.51687952] [ 0.69813981 0.50491463 0.56039661 0.23801896 0.50525018] [ 0.59807782 0.74819302 0.2571208 0.58975852 0.43485848] [ 0.61790225 0.56860787 0.4284664 0.38676155 0.4520197 ] [ 0.77574156 0.39631929 0.648727 0.50746108 0.29621457] [ 0.79440751 0.48879544 0.44620641 0.21684958 0.49184746] [ 0.72691735 0.43246541 0.40899266 0.29597619 0.34670838] [ 0.65257458 0.4723516 0.49375961 0.54274641 0.43705438] [ 0.31682369 0.67075974 0.40751742 0.50962364 0.55929377] [ 0.73368595 0.50586386 0.48181428 0.31141316 0.37889161] [ 0.72110501 0.33039846 0.46437154 0.68995377 0.43498805] [ 0.69634379 0.36722892 0.63223931 0.41308323 0.41419153] [ 0.49092112 0.48064941 0.59487607 0.65138509 0.37065336] [ 0.65267205 0.52055017 0.3920913 0.40441045 0.33126428] [ 0.60381875 0.38050974 0.57452757 0.58336301 0.43599995] [ 0.53457612 0.53101867 0.49766125 0.4375914 0.44743139] [ 0.61662783 0.59537114 0.35276153 0.40118854 0.34904448] [ 0.4236909 0.57997978 0.45891478 0.7766477 0.44841373] [ 0.68737816 0.43043094 0.59654514 0.4337992 0.41996753] [ 0.77574156 0.39631929 0.648727 0.50746108 0.29621457] [ 0.67804317 0.35760188 0.70547365 0.52949973 0.4616285 ] [ 0.85195271 0.4946022 0.49932345 0.23007038 0.40433628] [ 0.65094477 0.36981111 0.52559743 0.25794351 0.61752538] [ 0.26513043 0.60049275 0.38645405 0.59232776 0.45096782] [ 0.49724602 0.64667644 0.41815084 0.49639609 0.53253767] [ 0.73632244 0.41628964 0.39257679 0.27322016 0.44503849] [ 0.51288745 0.50739543 0.50368674 0.42956889 0.4732042 ] [ 0.71553954 0.4984885 0.57133124 0.2962471 0.4512155 ] [ 0.36886408 0.60731376 0.37825738 0.57342971 0.34989094] [ 0.41764599 0.67002229 0.37073397 0.84999512 0.47749107] [ 0.66466554 0.61943184 0.51465783 0.34670521 0.5949227 ] [ 0.34456036 0.56702967 0.52924783 0.69545817 0.51505994] [ 0.71447053 0.40477658 0.50022449 0.30884412 0.47456793] [ 0.83007555 0.36123715 0.54042598 0.24963806 0.37609288] [ 0.72605152 0.41146517 0.55887355 0.30954482 0.36675785] [ 0.73026766 0.41912977 0.5792494 0.22913028 0.45904979] [ 0.64367539 0.48961446 0.4740501 0.46175959 0.46851023] [ 0.78687033 0.50676643 0.51556945 0.2258348 0.37748434] [ 0.79767092 0.33273658 0.52248658 0.27750521 0.50495532] [ 0.45996929 0.49587576 0.37095474 0.71353681 0.60649999] [ 0.74675405 0.51723338 0.56592551 0.2191258 0.50613257] [ 0.51228021 0.50990533 0.36239979 0.40974738 0.33123328] [ 0.69238681 0.59518643 0.5301507 0.4733215 0.46151912] [ 0.60381875 0.38050974 0.57452757 0.58336301 0.43599995] [ 0.75939322 0.47906581 0.53350633 0.32838818 0.42152935] [ 0.57454422 0.46569924 0.63608903 0.51109583 0.6021592 ] [ 0.80980815 0.41613649 0.58588565 0.17354873 0.37435344] [ 0.83320372 0.49278449 0.51666535 0.27117904 0.40404321] [ 0.69190185 0.53630413 0.38363512 0.44779187 0.32763095] [ 0.49482127 0.53096497 0.49937282 0.73612255 0.42544223] [ 0.60320129 0.52055674 0.39386587 0.69223271 0.36485607] [ 0.3532278 0.55032957 0.49796142 0.74963328 0.61164273] [ 0.63270446 0.46342739 0.5879351 0.29476686 0.38121083] [ 0.70268057 0.44925099 0.42033453 0.38480663 0.45529498] [ 0.30702309 0.5397929 0.57282065 0.82761926 0.60481396] [ 0.6092502 0.43936589 0.51705693 0.35876712 0.32929394] [ 0.54956283 0.40283934 0.39956955 0.47927759 0.5167785 ] [ 0.38067221 0.57652788 0.52495267 0.37210928 0.39883003] [ 0.64057897 0.46814461 0.55941231 0.17200743 0.3265307 ] [ 0.41609784 0.59631149 0.45909276 0.803864 0.55492696] [ 0.24795182 0.57702437 0.41870931 0.67014897 0.5238942 ] [ 0.61135658 0.49151759 0.53162614 0.44187014 0.41399052] [ 0.51612642 0.48850392 0.50901116 0.44124062 0.55745294] [ 0.644734 0.58490742 0.35885385 0.4052704 0.47727411] [ 0.82126471 0.41666504 0.59345765 0.36642826 0.43246674] [ 0.78505869 0.4242379 0.54603586 0.43388699 0.43681899] [ 0.45400942 0.58773508 0.51256377 0.72528822 0.56390155] [ 0.49077192 0.48886824 0.61395455 0.5736364 0.52532585] [ 0.45732837 0.5838327 0.34331706 0.51675679 0.41951803] [ 0.30711889 0.75171754 0.35144194 0.73956054 0.56978836] [ 0.41308629 0.54087667 0.49227731 0.54928337 0.43885745] [ 0.66459048 0.42186035 0.46496854 0.55620096 0.49099292] [ 0.5660685 0.56561074 0.47003997 0.36075204 0.44903259] [ 0.83379932 0.43573704 0.50011965 0.38098237 0.37253874] [ 0.52630982 0.53671255 0.40663359 0.41541567 0.59500574] [ 0.64731936 0.4536835 0.44286929 0.43585847 0.44318758] [ 0.82718197 0.45393689 0.58358016 0.23449968 0.39680924] [ 0.74908136 0.59016655 0.38262617 0.41670145 0.53004613] [ 0.63481528 0.46565994 0.52505376 0.55908478 0.57253633] [ 0.33988621 0.54297927 0.33694473 0.56288691 0.55383799] [ 0.34802864 0.65503029 0.28768992 0.56235096 0.43237561] [ 0.60082176 0.49285613 0.46406341 0.56147557 0.26969307] [ 0.60898411 0.56205033 0.47993249 0.42987463 0.3986669 ] [ 0.81213661 0.49011212 0.56417028 0.39527129 0.37691756] [ 0.34568006 0.74170252 0.33850761 0.81719736 0.56697991] [ 0.68364625 0.47092212 0.49432251 0.27869126 0.39424829] [ 0.45549256 0.60080379 0.42030795 0.5065606 0.53568098] [ 0.89574703 0.37965233 0.51290473 0.18340261 0.33470268] [ 0.82474324 0.37695478 0.60010221 0.2466846 0.43851156] [ 0.59919382 0.48514775 0.52327219 0.37876618 0.56133311] [ 0.45376662 0.47528189 0.44522513 0.51422158 0.75118974] [ 0.38335719 0.49743727 0.48728217 0.46261505 0.50711856] [ 0.56272217 0.61192389 0.38117032 0.43760449 0.3911279 ] Progress: 57.9% ... Training loss: 0.426 ... Validation loss: 0.701[ 0.76262787 0.52206019 0.4540991 0.24314549 0.37971593] [ 0.53724315 0.49688501 0.40955943 0.5846678 0.60850227] [ 0.15957609 0.57464113 0.39341278 0.84457836 0.57416207] [ 0.35196716 0.53655181 0.50746604 0.65069345 0.40870072] [ 0.68399903 0.46935042 0.55157942 0.57158483 0.40380309] [ 0.43433197 0.53724947 0.55872589 0.84405907 0.61455547] [ 0.59796487 0.40242884 0.49715148 0.37026492 0.57487478] [ 0.51108121 0.50545929 0.57615503 0.69404631 0.37467364] [ 0.31218354 0.64996437 0.43530893 0.86515339 0.49747575] [ 0.3888271 0.56465822 0.47996403 0.65351245 0.52573242] [ 0.75719688 0.54117177 0.63634258 0.40432012 0.42036161] [ 0.63850758 0.43592083 0.48337812 0.27614772 0.42951146] [ 0.66788722 0.26278925 0.46682318 0.26883958 0.43491523] [ 0.31077069 0.47192142 0.41501801 0.75997733 0.56109264] [ 0.55107917 0.65964742 0.26363819 0.72832125 0.42060956] [ 0.55159849 0.59067704 0.40658517 0.33605181 0.37959478] [ 0.6376504 0.36739896 0.46538711 0.47445225 0.50848222] [ 0.64463375 0.53783675 0.36229338 0.42114955 0.42913425] [ 0.40750047 0.58911517 0.39400903 0.64425825 0.40349845] [ 0.82674515 0.4305131 0.60844167 0.24481974 0.4428088 ] [ 0.81438335 0.41337544 0.66370117 0.23232268 0.39132862] [ 0.81471563 0.37482085 0.45412104 0.2127923 0.42338574] [ 0.34750042 0.58751755 0.45801528 0.59999886 0.59633171] [ 0.65652912 0.41467827 0.51218674 0.30435204 0.55760955] [ 0.7291448 0.3336155 0.58454576 0.55752084 0.38927111] [ 0.41905682 0.6037384 0.40930147 0.53041039 0.3555854 ] [ 0.17210027 0.59541893 0.43468686 0.75343835 0.62988311] [ 0.61788162 0.64996905 0.3536948 0.42851303 0.48596152] [ 0.35958678 0.63621748 0.40835633 0.52040467 0.39961519] [ 0.7881181 0.53026698 0.5394637 0.48230895 0.38392473] [ 0.41920899 0.46815568 0.46351281 0.65596481 0.64846444] [ 0.61948302 0.44621531 0.50858722 0.58825851 0.40537347] [ 0.48210022 0.50849186 0.58283073 0.6979752 0.50825149] [ 0.21575737 0.71486253 0.3622122 0.75586684 0.52019154] [ 0.27222003 0.56811979 0.55879309 0.75953856 0.60128436] [ 0.42867149 0.62780516 0.41520368 0.55967489 0.4353658 ] [ 0.38300467 0.48879314 0.54720045 0.77615529 0.61504335] [ 0.44894893 0.57327664 0.3565732 0.66961462 0.39010127] [ 0.49927654 0.40737602 0.65310293 0.6652983 0.51746559] [ 0.6858057 0.39701777 0.66289884 0.57399732 0.45034423] [ 0.41188201 0.72139532 0.35741144 0.6002999 0.58173391] [ 0.71294595 0.47774909 0.56890718 0.31362524 0.43600908] [ 0.62294669 0.61133693 0.44682606 0.57586781 0.36079081] [ 0.38462414 0.46070505 0.43266889 0.67018745 0.54003979] [ 0.78091568 0.36180642 0.54187141 0.20438833 0.35279963] [ 0.52160785 0.50621519 0.39950061 0.66834226 0.57763924] [ 0.85019398 0.4953314 0.54749556 0.3547322 0.35874033] [ 0.66022392 0.57533351 0.50190675 0.44500035 0.3632967 ] [ 0.56943569 0.57243742 0.37560291 0.506798 0.46579119] [ 0.82477125 0.39073213 0.60499757 0.19120819 0.42906354] [ 0.6427989 0.36857663 0.56297217 0.54571272 0.42023461] [ 0.46501175 0.65295735 0.40208003 0.6704633 0.41900202] [ 0.85374468 0.48484734 0.54522523 0.30542819 0.37771798] [ 0.74996511 0.36746876 0.49352641 0.28155004 0.3343338 ] [ 0.62681438 0.46227884 0.33399873 0.43850008 0.35273649] [ 0.57916391 0.46436862 0.5054527 0.45821718 0.43045814] [ 0.50924291 0.56211218 0.46438357 0.5582674 0.56004667] [ 0.42475756 0.5971322 0.47019196 0.56018963 0.71039431] [ 0.19583593 0.66590154 0.41336042 0.9052051 0.61031308] [ 0.79399258 0.51260966 0.30794513 0.31443482 0.34193332] [ 0.59551116 0.63873128 0.39932803 0.60806865 0.40114874] [ 0.62244544 0.39307258 0.49701687 0.27101025 0.46263171] [ 0.55368693 0.58121334 0.51994186 0.61112697 0.36877486] [ 0.48900944 0.65614103 0.55379833 0.65931037 0.45610007] [ 0.28169068 0.55124024 0.4135289 0.81109962 0.51400677] [ 0.68396738 0.46537094 0.52989668 0.28801596 0.48072939] [ 0.56663708 0.33908648 0.37330481 0.3292955 0.50037668] [ 0.40077539 0.58492271 0.4051859 0.67757249 0.41767615] [ 0.52049831 0.56957853 0.55388318 0.58169371 0.41726251] [ 0.74278447 0.54123986 0.52469436 0.39230788 0.43210316] [ 0.73885332 0.53445479 0.45236668 0.32250309 0.280819 ] [ 0.31644693 0.53913669 0.56652095 0.73126812 0.6310453 ] [ 0.43356913 0.56304143 0.58624729 0.72866246 0.51908913] [ 0.34225155 0.53092378 0.43202711 0.69728154 0.6189053 ] [ 0.50319851 0.60353479 0.44768429 0.59215251 0.66621734] [ 0.62367167 0.58045861 0.49088373 0.22375691 0.44910001] [ 0.39552294 0.60905472 0.53432827 0.49752265 0.5409528 ] [ 0.21910394 0.70711847 0.26926811 0.77396207 0.60807204] [ 0.20260536 0.64519512 0.42428257 0.83396656 0.42675486] [ 0.61756102 0.52408754 0.50155195 0.33520266 0.33028145] [ 0.49165031 0.39306705 0.40022534 0.60046312 0.5481882 ] [ 0.39029843 0.55786762 0.52124503 0.58287447 0.41673962] [ 0.69647294 0.5677067 0.65185992 0.48820755 0.4454822 ] [ 0.5675689 0.32886044 0.53808804 0.66836563 0.57395185] [ 0.42972767 0.56368674 0.36077376 0.7987986 0.41492025] [ 0.23953682 0.58906045 0.40761032 0.73909676 0.53935231] [ 0.65337773 0.47199003 0.49389676 0.5421929 0.436933 ] [ 0.50540527 0.56128143 0.5909719 0.70325898 0.47558809] [ 0.78931604 0.44134586 0.57054991 0.24316805 0.49836919] [ 0.58942807 0.54277447 0.48194129 0.6549048 0.34331585] [ 0.28873617 0.59188015 0.52966096 0.56572454 0.51144914] [ 0.28841084 0.51806582 0.49369724 0.75544774 0.49662757] [ 0.23572704 0.69727928 0.53143128 0.72718652 0.60553712] [ 0.80959425 0.31819885 0.61888517 0.17693237 0.42290349] [ 0.58164212 0.65671374 0.47107555 0.54575124 0.48153855] [ 0.80297291 0.41767798 0.52853584 0.37787579 0.41233099] [ 0.24207515 0.73062579 0.39283107 0.73237095 0.55829304] [ 0.36633605 0.63662549 0.5378398 0.56854843 0.66254065] [ 0.43535042 0.44150226 0.45715035 0.68191217 0.69093126] [ 0.25307439 0.62058203 0.44176025 0.70847408 0.54409416] [ 0.43445066 0.52372522 0.48071053 0.4845514 0.48582849] [ 0.81424231 0.4045026 0.55911829 0.31302776 0.47549358] [ 0.7224987 0.33647207 0.63135038 0.2085717 0.40598061] [ 0.59180706 0.30816055 0.41391465 0.43222945 0.42132143] [ 0.71790264 0.41808637 0.68682925 0.28942187 0.475251 ] [ 0.80297291 0.41767798 0.52853584 0.37787579 0.41233099] [ 0.59833225 0.43604782 0.3706804 0.44361206 0.40921451] [ 0.59284467 0.46469356 0.57337961 0.50883263 0.36263925] [ 0.3466149 0.5538132 0.51012631 0.82800511 0.48875569] [ 0.81424231 0.4045026 0.55911829 0.31302776 0.47549358] [ 0.73425798 0.36432712 0.62382419 0.35740865 0.4009558 ] [ 0.54183604 0.50885825 0.33877062 0.39599246 0.45460789] [ 0.83668076 0.34791749 0.61706874 0.22371429 0.4587904 ] [ 0.71723529 0.31728066 0.66516968 0.430012 0.42537372] [ 0.75015096 0.55063441 0.44059084 0.42565288 0.29636431] [ 0.72114188 0.56548769 0.48734651 0.35929884 0.33380477] [ 0.5982089 0.44337368 0.54437162 0.584354 0.35341637] [ 0.13820862 0.51517698 0.43151335 0.90027322 0.64971706] [ 0.75836375 0.46387493 0.55642268 0.33077923 0.40723245] [ 0.59460069 0.6214218 0.35007398 0.50161702 0.37335226] [ 0.68408434 0.48275916 0.49396121 0.33290762 0.42149037] [ 0.25932441 0.59814822 0.524904 0.73574708 0.52920644] [ 0.44200857 0.57089118 0.39456487 0.71340717 0.57620842] [ 0.33235362 0.55734566 0.41288742 0.70086927 0.4421963 ] [ 0.61467193 0.56766669 0.38751103 0.61001571 0.39802315] [ 0.5630799 0.48246517 0.48240542 0.35837096 0.5467484 ] [ 0.65177867 0.57597814 0.56668477 0.60158887 0.46909987] [ 0.46814096 0.58616282 0.54806741 0.4548148 0.59500776] Progress: 57.9% ... Training loss: 0.426 ... Validation loss: 0.701[ 0.77817434 0.39103932 0.61164492 0.30986645 0.46866689] [ 0.47875427 0.49219154 0.58170382 0.75470666 0.44951009] [ 0.83298615 0.32842924 0.57418402 0.16891728 0.4483292 ] [ 0.36165182 0.62421531 0.5092621 0.75197331 0.48608493] [ 0.29099806 0.63163137 0.37663803 0.70779331 0.41692752] [ 0.61384867 0.38364524 0.56224976 0.50677098 0.36037262] [ 0.53713335 0.55716516 0.50286149 0.29944409 0.50260085] [ 0.60912881 0.60379317 0.38187533 0.66115597 0.42605627] [ 0.4014523 0.50478331 0.5625945 0.51644381 0.6635308 ] [ 0.40381995 0.56867981 0.47954197 0.61036477 0.33485075] [ 0.63645173 0.41102352 0.50283107 0.32957008 0.55585873] [ 0.23028391 0.62921448 0.32165819 0.85689735 0.572636 ] [ 0.42574408 0.55094232 0.51554487 0.66666326 0.53056819] [ 0.67943418 0.50177109 0.35045856 0.36190403 0.33853206] [ 0.50381774 0.60345416 0.44772014 0.59185589 0.66619418] [ 0.2896707 0.75103403 0.26638008 0.86594839 0.52290653] [ 0.7883484 0.47056656 0.59137084 0.32534643 0.45628606] [ 0.75279634 0.38228595 0.59608487 0.57946413 0.39027071] [ 0.56075383 0.44855177 0.37259006 0.59514661 0.38080593] [ 0.46466267 0.46047982 0.51747823 0.70139876 0.50711313] [ 0.68806773 0.46506161 0.42713071 0.37446707 0.45681053] [ 0.40821422 0.41584184 0.48582318 0.82729793 0.62798559] [ 0.73440775 0.35748383 0.61068961 0.5367191 0.4095124 ] [ 0.52489938 0.45148353 0.55623463 0.42173578 0.58708398] [ 0.30597779 0.5762735 0.6105779 0.66575072 0.69715423] [ 0.30917313 0.70039687 0.3879168 0.69170249 0.47267119] [ 0.24098697 0.69410071 0.36349466 0.69717712 0.55048533] [ 0.69102173 0.47922262 0.48308708 0.3752404 0.44723192] [ 0.78866483 0.52976649 0.53967202 0.48171593 0.38375035] [ 0.71270529 0.53471151 0.55067578 0.44488928 0.53051901] [ 0.54214031 0.47883614 0.57956778 0.62047547 0.39739258] [ 0.62642211 0.57193632 0.38019006 0.41781032 0.47918137] [ 0.76183966 0.32858368 0.63973539 0.19489614 0.42478801] [ 0.51483684 0.55317635 0.41734015 0.49223538 0.42100229] [ 0.37009822 0.44406221 0.40360851 0.75665821 0.50012431] [ 0.83752256 0.38493886 0.50954632 0.18079473 0.39178609] [ 0.45508831 0.65242256 0.30742496 0.62177385 0.53656126] [ 0.74034066 0.4162995 0.53044148 0.45418134 0.36622044] [ 0.51744475 0.49997326 0.50617949 0.49706925 0.43096667] [ 0.27759535 0.64146004 0.47228358 0.70712862 0.47822582] [ 0.73668649 0.32771305 0.43317071 0.1990627 0.35476203] [ 0.5323403 0.52802067 0.52429699 0.70779672 0.42790571] [ 0.54520573 0.52566454 0.45581726 0.56077757 0.37492827] [ 0.67087138 0.57980372 0.35709755 0.48074839 0.40889944] [ 0.55075097 0.58555537 0.55478052 0.52925501 0.47022341] [ 0.5746292 0.67177189 0.39665229 0.53788603 0.41356328] [ 0.68509867 0.418821 0.5495976 0.55198242 0.27113272] [ 0.76790023 0.47248172 0.44566713 0.19417574 0.26521988] [ 0.87484083 0.38619208 0.47529211 0.14286009 0.38024947] [ 0.46726143 0.43829394 0.45958172 0.62215269 0.49880725] [ 0.38372427 0.64796906 0.42279701 0.65016826 0.52394457] [ 0.3785953 0.72900764 0.40171032 0.73361512 0.38507948] [ 0.23411372 0.69249663 0.3208704 0.83341739 0.64104151] [ 0.47195975 0.65413081 0.54864101 0.58011056 0.62997444] [ 0.67886052 0.51677608 0.42116509 0.32925412 0.33737378] [ 0.49182374 0.449681 0.62133158 0.44206887 0.60321321] [ 0.17181747 0.73351924 0.38439392 0.79835434 0.6916616 ] [ 0.59049788 0.52181459 0.58854381 0.4206125 0.41029095] [ 0.74838792 0.34829897 0.4754644 0.25225001 0.37559757] [ 0.52991618 0.39265959 0.44953563 0.5972677 0.6080531 ] [ 0.63127941 0.42137665 0.62930722 0.57028453 0.41023521] [ 0.44304599 0.56763091 0.56524309 0.54142142 0.62179279] [ 0.40184425 0.67285197 0.42989166 0.55014002 0.39951123] [ 0.29803 0.59559341 0.47327674 0.70708731 0.47770895] [ 0.60438193 0.45967386 0.5162943 0.64930178 0.36757575] [ 0.74071174 0.4615727 0.43919701 0.41852235 0.45739355] [ 0.44474674 0.57763519 0.45041331 0.69205336 0.56105703] [ 0.34633716 0.51039279 0.46668116 0.52358134 0.55446296] [ 0.47763908 0.64244316 0.23608051 0.70286558 0.40136584] [ 0.45930812 0.58025648 0.48728709 0.6366647 0.60209769] [ 0.65273931 0.45489499 0.48313738 0.33648844 0.43935974] [ 0.47515935 0.47266238 0.49737854 0.46510792 0.53250327] [ 0.45161998 0.53053894 0.37885371 0.52887794 0.57536964] [ 0.86910383 0.3507369 0.60022786 0.12381313 0.28957101] [ 0.3029446 0.62138245 0.35054636 0.8771527 0.519573 ] [ 0.43825362 0.4145413 0.46084605 0.52368311 0.65008814] [ 0.53962955 0.50969686 0.52321322 0.41045152 0.56483614] [ 0.32497007 0.55078587 0.47388723 0.67244041 0.40637507] [ 0.48548071 0.53711727 0.46883889 0.8385053 0.44134983] [ 0.73694199 0.47266035 0.46354291 0.55218159 0.41600073] [ 0.54971276 0.51495028 0.5040965 0.72576824 0.33049101] [ 0.59214658 0.63468739 0.34082894 0.47198546 0.36782039] [ 0.39625435 0.55730118 0.59628234 0.43619285 0.42051804] [ 0.73622693 0.39904921 0.64180713 0.27936915 0.51185664] [ 0.59021378 0.60391441 0.52485603 0.47232982 0.42895706] [ 0.51641882 0.52275834 0.32917316 0.41268019 0.45314025] [ 0.44889462 0.48935346 0.46253522 0.60574161 0.41570975] [ 0.76636173 0.45412267 0.53518131 0.41290858 0.43978445] [ 0.58962597 0.48224788 0.47973627 0.35679838 0.36485446] [ 0.71660826 0.53095718 0.46194465 0.34982636 0.5279651 ] [ 0.25554554 0.57387623 0.496084 0.72331894 0.57987581] [ 0.44980905 0.57460929 0.52012017 0.77630012 0.42957495] [ 0.49208643 0.61263114 0.28441334 0.63882833 0.55086081] [ 0.37520052 0.561933 0.27458948 0.69471035 0.37874693] [ 0.5991741 0.58005193 0.42843991 0.53411085 0.59119124] [ 0.51019216 0.45751168 0.52657227 0.40873699 0.46235772] [ 0.47002812 0.61495583 0.43074292 0.67434738 0.65132958] [ 0.57345203 0.51522392 0.42249657 0.58000984 0.58522404] [ 0.34049246 0.63302847 0.3702905 0.68943041 0.43269614] [ 0.30879121 0.53197077 0.60585161 0.55188772 0.53738413] [ 0.77421206 0.5042985 0.60048881 0.35716598 0.42066408] [ 0.22734507 0.54994439 0.43499103 0.87611353 0.57971107] [ 0.69140849 0.50773366 0.43387665 0.24735185 0.43407116] [ 0.82722996 0.43319074 0.48740208 0.29044328 0.42619819] [ 0.67335425 0.55070825 0.46850957 0.28931588 0.43859107] [ 0.34178415 0.53401945 0.4184537 0.68779018 0.58099014] [ 0.65808166 0.56558613 0.49419021 0.48540615 0.32680867] [ 0.50456637 0.6097295 0.52762052 0.55563167 0.51602892] [ 0.38951836 0.52571126 0.47328037 0.71010339 0.37644278] [ 0.50767977 0.5720666 0.53068012 0.59137717 0.36417162] [ 0.69576418 0.575018 0.46314603 0.38457917 0.46145581] [ 0.26906149 0.75696602 0.31189238 0.83672375 0.42695802] [ 0.70205705 0.38284184 0.65470783 0.4687342 0.50093852] [ 0.47162987 0.52703976 0.47433643 0.50168394 0.61024988] [ 0.64105098 0.58963345 0.54355318 0.5201398 0.44316698] [ 0.48117223 0.51712504 0.53970092 0.55530215 0.57127928] [ 0.41401762 0.64036404 0.33177196 0.5016515 0.56351297] [ 0.79172131 0.35664267 0.67765864 0.45551475 0.34738598] [ 0.33345155 0.66320614 0.46783654 0.54844382 0.4746789 ] [ 0.55146249 0.35891458 0.5317364 0.42868293 0.51546293] [ 0.79458601 0.6242143 0.47682904 0.44815969 0.36676233] [ 0.47275131 0.48301656 0.53266379 0.63602574 0.56272053] [ 0.48608884 0.54406097 0.47783432 0.45168893 0.59616258] [ 0.61214641 0.48966971 0.48314492 0.33898533 0.4584733 ] [ 0.43153077 0.5337065 0.39383924 0.55962292 0.38363074] [ 0.50356097 0.68293526 0.36890056 0.57519583 0.3987763 ] [ 0.69664567 0.54420132 0.45420268 0.45297836 0.38107821] [ 0.46983302 0.51477502 0.47689918 0.38298372 0.47179498] Progress: 58.0% ... Training loss: 0.425 ... Validation loss: 0.699[ 0.45313648 0.52663604 0.44111146 0.61046408 0.32190411] [ 0.68323231 0.53498545 0.53272999 0.23131148 0.48561027] [ 0.76472315 0.51697707 0.48713194 0.3205655 0.34609769] [ 0.31870606 0.66632889 0.37380113 0.6192364 0.46540075] [ 0.57391266 0.48930208 0.57208194 0.5799416 0.42694788] [ 0.71733568 0.31727738 0.66517364 0.42982069 0.42536171] [ 0.52745573 0.40748599 0.56847021 0.29699721 0.54845687] [ 0.43604889 0.63115656 0.58607875 0.60479433 0.44963198] [ 0.43262058 0.47500588 0.48496624 0.75541791 0.48090816] [ 0.81035816 0.39880957 0.4716443 0.20730348 0.28876741] [ 0.32849341 0.60827878 0.36178775 0.67696136 0.63166655] [ 0.42433032 0.53375612 0.45674672 0.44206015 0.44672062] [ 0.59402015 0.41842964 0.41626117 0.4061103 0.33327289] [ 0.45965198 0.49436056 0.49165812 0.80328843 0.5376932 ] [ 0.5724649 0.52238315 0.40610794 0.55393705 0.3447089 ] [ 0.46062367 0.39194564 0.59402603 0.61967233 0.53509092] [ 0.75540153 0.3129236 0.59240279 0.22436884 0.44879316] [ 0.75256009 0.54113969 0.53261972 0.31250116 0.3222427 ] [ 0.61918944 0.58315191 0.52876875 0.46141924 0.42955283] [ 0.8631226 0.46610828 0.41879637 0.37413697 0.36523042] [ 0.45080415 0.50248727 0.57534867 0.7754567 0.49301115] [ 0.84577926 0.36466652 0.54638537 0.11041377 0.42384828] [ 0.82386346 0.26893709 0.54921276 0.16903791 0.4421353 ] [ 0.77859487 0.42546711 0.35682464 0.25190307 0.36666966] [ 0.31875334 0.64251816 0.42639769 0.52111245 0.47422257] [ 0.57195581 0.4985759 0.51373192 0.40836403 0.34629143] [ 0.73130923 0.38498742 0.68124821 0.416968 0.41533032] [ 0.80682407 0.33853628 0.5950728 0.15539974 0.33721004] [ 0.56566464 0.59001326 0.48619508 0.50323792 0.51962618] [ 0.57588257 0.60153683 0.47013895 0.52427447 0.42376686] [ 0.26472872 0.69524516 0.3928426 0.68746968 0.585768 ] [ 0.55999597 0.59419267 0.4612981 0.72712829 0.48801954] [ 0.57010991 0.43765013 0.379288 0.51808782 0.49032419] [ 0.3910836 0.49403448 0.33975155 0.57800457 0.45912923] [ 0.54954969 0.53439449 0.41530726 0.47338822 0.44951179] [ 0.62898626 0.35603856 0.37187542 0.50756289 0.34514805] [ 0.36713839 0.51645342 0.39920838 0.76025719 0.44534868] [ 0.68716184 0.40471978 0.44569452 0.26956321 0.4701554 ] [ 0.36138416 0.57704583 0.45056714 0.75132098 0.57931608] [ 0.49772471 0.48266833 0.50986143 0.58129962 0.45467289] [ 0.73749914 0.37025464 0.58936391 0.57150875 0.42123332] [ 0.63459718 0.51408972 0.45095894 0.6819471 0.37198955] [ 0.51777577 0.400959 0.49846888 0.62579179 0.4359269 ] [ 0.45002114 0.52589759 0.4140617 0.51571892 0.36760937] [ 0.46283734 0.60629748 0.4132537 0.49400693 0.39196506] [ 0.68608177 0.2844491 0.69604416 0.22221438 0.4630234 ] [ 0.69377062 0.60730839 0.44726107 0.51374995 0.36388651] [ 0.51651737 0.47189609 0.56132041 0.6526991 0.41497412] [ 0.80839037 0.41850937 0.57951513 0.2381962 0.4446773 ] [ 0.48969347 0.55682982 0.42612407 0.46379369 0.44332712] [ 0.47263005 0.45016371 0.52952751 0.48482292 0.62437737] [ 0.53749901 0.54159259 0.45494446 0.59057904 0.39639976] [ 0.69203309 0.37177128 0.57182767 0.121786 0.51682269] [ 0.31624186 0.73878711 0.32894857 0.80547284 0.42937134] [ 0.4635094 0.39935894 0.53659705 0.78705567 0.51326119] [ 0.72091324 0.56801001 0.43281252 0.23047694 0.35356466] [ 0.26472872 0.69524516 0.3928426 0.68746968 0.585768 ] [ 0.29260548 0.55245825 0.51403281 0.699303 0.51233088] [ 0.75328816 0.37657112 0.46145606 0.58838309 0.41651189] [ 0.30010347 0.62055505 0.30733828 0.67778411 0.46529578] [ 0.61459027 0.4551643 0.57665132 0.56383539 0.55540523] [ 0.41609744 0.5947525 0.59259643 0.56799682 0.66181212] [ 0.49487472 0.50274324 0.46139543 0.82331771 0.56643528] [ 0.49018407 0.49561612 0.52394521 0.61677777 0.4186045 ] [ 0.26806386 0.53113708 0.49465 0.62686997 0.52408901] [ 0.35811017 0.57305802 0.33981395 0.90097097 0.44507557] [ 0.552913 0.47886835 0.44104961 0.72893806 0.3910113 ] [ 0.4855427 0.49540094 0.40037336 0.39090452 0.48934899] [ 0.46054808 0.58673463 0.50452238 0.70163845 0.55521395] [ 0.45043108 0.52414485 0.39266673 0.51091237 0.41867391] [ 0.63219042 0.44169231 0.55142998 0.44450161 0.45947643] [ 0.26831673 0.54725505 0.42058365 0.81310677 0.43588804] [ 0.86235203 0.40419135 0.57063266 0.2089543 0.29399378] [ 0.6045882 0.48362993 0.52962926 0.43882278 0.3287357 ] [ 0.52156617 0.49035617 0.52669546 0.43469191 0.37629917] [ 0.57192208 0.54479012 0.38127285 0.5440553 0.47762527] [ 0.78423454 0.3797968 0.63390739 0.56415966 0.36816474] [ 0.68745248 0.48285226 0.60278128 0.27536821 0.37496592] [ 0.36030226 0.62485887 0.50897359 0.75247624 0.48634241] [ 0.25287441 0.54950143 0.44812785 0.78733043 0.58595968] [ 0.60855794 0.47478803 0.47095623 0.55795077 0.53884595] [ 0.35822581 0.54170644 0.52606959 0.52815911 0.56044475] [ 0.48791952 0.46408591 0.58947015 0.393662 0.43779161] [ 0.35496944 0.63217807 0.34904664 0.45711406 0.40290959] [ 0.4384449 0.54072003 0.50123459 0.71140455 0.52338505] [ 0.46540846 0.58622766 0.51409085 0.41773447 0.50169923] [ 0.54397252 0.55139973 0.43784871 0.35741484 0.37842963] [ 0.50316521 0.64327773 0.46406007 0.64827717 0.51273932] [ 0.61453044 0.39796323 0.6639077 0.49387239 0.44817921] [ 0.17523428 0.65833199 0.41310138 0.82185325 0.54409825] [ 0.35596518 0.668143 0.41472253 0.71075829 0.56454764] [ 0.55972821 0.56075022 0.44874384 0.56328827 0.48655418] [ 0.20081693 0.68575655 0.30731554 0.76225575 0.55697352] [ 0.89321452 0.4533147 0.52735418 0.22956751 0.34138582] [ 0.59774122 0.43760255 0.63346689 0.40667817 0.44350585] [ 0.60153458 0.52529383 0.46124744 0.5094764 0.54047413] [ 0.459231 0.6574459 0.44628594 0.60478711 0.42517081] [ 0.1709572 0.80985365 0.34664331 0.80766991 0.54988716] [ 0.68520664 0.48647893 0.67662441 0.43971721 0.43588739] [ 0.86545889 0.37688111 0.51256897 0.22994189 0.41653878] [ 0.78643583 0.44606407 0.33770314 0.20855519 0.3148347 ] [ 0.22366206 0.58248375 0.4896124 0.8421059 0.49389292] [ 0.72440861 0.46616665 0.57544094 0.25739301 0.33665647] [ 0.67739684 0.36802367 0.68705428 0.51944045 0.44886337] [ 0.67266887 0.46916836 0.34583857 0.44165129 0.4897406 ] [ 0.60252693 0.33415199 0.52409515 0.45396455 0.50838277] [ 0.39768813 0.67814181 0.31495509 0.668676 0.5159083 ] [ 0.67021337 0.53119334 0.49475606 0.41818337 0.40016953] [ 0.53263554 0.54571858 0.49643703 0.29165231 0.5570174 ] [ 0.41608514 0.51437097 0.47483676 0.65197531 0.62444666] [ 0.24387059 0.58108411 0.52591702 0.86984086 0.55731228] [ 0.59091191 0.38986474 0.51120846 0.68915712 0.57260429] [ 0.40472603 0.57104331 0.4385092 0.71494063 0.53255836] [ 0.22588622 0.55099022 0.43455527 0.87653832 0.58009665] [ 0.38143788 0.56990048 0.26988808 0.68402553 0.44981132] [ 0.38057037 0.57679239 0.52483225 0.37217427 0.39892149] [ 0.30621957 0.53037104 0.54806613 0.84170894 0.65750806] [ 0.56146965 0.64011395 0.3332739 0.53195382 0.35483199] [ 0.72224551 0.40565037 0.60900581 0.2786803 0.37908666] [ 0.24611303 0.64308272 0.35234263 0.70718635 0.53829067] [ 0.40383538 0.39574573 0.69009997 0.57691718 0.58083412] [ 0.61722785 0.47846265 0.4513642 0.37463938 0.36871506] [ 0.61457407 0.50307193 0.62292352 0.38667012 0.43536683] [ 0.29516387 0.70051154 0.2815743 0.68727631 0.53718458] [ 0.28496143 0.59577914 0.34188381 0.66812815 0.44192467] [ 0.67391499 0.50075641 0.4915258 0.3589266 0.43546403] [ 0.42311205 0.55307187 0.52625376 0.5945105 0.596052 ] [ 0.79331342 0.47544472 0.59526612 0.23126228 0.44442833] Progress: 58.0% ... Training loss: 0.425 ... Validation loss: 0.700[ 0.64170855 0.61454984 0.41594671 0.49833041 0.45915593] [ 0.86344566 0.4421635 0.495929 0.19969992 0.30199354] [ 0.53781683 0.61844362 0.36065342 0.49744708 0.3908713 ] [ 0.34720729 0.74153284 0.33856504 0.81638901 0.5669571 ] [ 0.5600086 0.49200365 0.46750835 0.61258902 0.34723072] [ 0.37106425 0.71363821 0.30099689 0.65617634 0.49743171] [ 0.83849657 0.47460452 0.43883268 0.29310474 0.41092215] [ 0.39234204 0.5413987 0.56990584 0.71273055 0.4149466 ] [ 0.49147348 0.54011417 0.2856212 0.53570239 0.37461614] [ 0.51247427 0.51076519 0.50036977 0.39751591 0.66896706] [ 0.71972076 0.53622114 0.42659369 0.33366332 0.34616331] [ 0.51321633 0.46145136 0.52908301 0.34451159 0.62783018] [ 0.37757349 0.70020203 0.42604123 0.67952347 0.49279849] [ 0.64100373 0.58935002 0.46399901 0.48368388 0.38483282] [ 0.34531513 0.46922162 0.48628681 0.82794166 0.50695324] [ 0.28012445 0.63146034 0.45520525 0.84100154 0.54750668] [ 0.8000982 0.47054003 0.51077606 0.26531358 0.51218099] [ 0.47349489 0.61088668 0.4243826 0.74511302 0.44296693] [ 0.59367765 0.48082998 0.32746443 0.3696499 0.45207269] [ 0.71790948 0.41009598 0.64537356 0.28073608 0.51722394] [ 0.86338567 0.37212178 0.49852337 0.26123105 0.42624145] [ 0.87090889 0.3420345 0.54937952 0.13833209 0.29214211] [ 0.56323612 0.66226742 0.41588268 0.57315831 0.38084611] [ 0.12298486 0.7580871 0.31121051 0.75225668 0.53375768] [ 0.55792275 0.59826685 0.37034463 0.34101362 0.40645723] [ 0.61380205 0.52409819 0.48455175 0.58668707 0.60245021] [ 0.50737472 0.46210302 0.51611033 0.48764406 0.35349276] [ 0.34290929 0.63295704 0.3431409 0.71066912 0.43126304] [ 0.71645408 0.4903181 0.40345534 0.36719156 0.35513359] [ 0.79764483 0.36017982 0.54547501 0.26402107 0.41344335] [ 0.65473606 0.51657948 0.50805079 0.29735757 0.4184891 ] [ 0.65517227 0.67167085 0.4223604 0.45656936 0.47335495] [ 0.70475871 0.41398148 0.57646642 0.30107544 0.42984141] [ 0.8509908 0.34217152 0.59612115 0.14973625 0.32805724] [ 0.24996218 0.61268234 0.56318759 0.8582456 0.56507667] [ 0.49342445 0.40559836 0.35246604 0.37248683 0.37631997] [ 0.29854956 0.59391093 0.37062203 0.8314008 0.50602818] [ 0.7313378 0.43003258 0.5472875 0.50766355 0.31915038] [ 0.54219686 0.57346577 0.475708 0.49464014 0.50811634] [ 0.76435401 0.52077893 0.42343583 0.27767842 0.27529738] [ 0.26217337 0.54717925 0.38127639 0.78893278 0.52854326] [ 0.43516323 0.52417879 0.53402113 0.59180223 0.49951141] [ 0.65036882 0.44886705 0.64708139 0.67118018 0.39120401] [ 0.55527085 0.58183431 0.43619714 0.47575006 0.43482092] [ 0.77521739 0.46210173 0.63523792 0.26372375 0.52016069] [ 0.54833948 0.52640665 0.44425786 0.42408377 0.43242522] [ 0.36821784 0.53588019 0.48741755 0.73605456 0.5708154 ] [ 0.69875509 0.30044072 0.64746818 0.22794351 0.47295182] [ 0.49926031 0.53285969 0.53033245 0.42958211 0.50944 ] [ 0.35615028 0.64316233 0.42517428 0.80291806 0.63069507] [ 0.19506317 0.66695441 0.41287188 0.90528254 0.61076885] [ 0.76871471 0.4569394 0.53816303 0.20528302 0.33360661] [ 0.24498811 0.65064592 0.34696224 0.57830203 0.5226863 ] [ 0.64758416 0.45335642 0.44299806 0.43555924 0.44306508] [ 0.54661799 0.54893545 0.62804042 0.6241417 0.56922742] [ 0.74909125 0.6568645 0.53171302 0.44467689 0.36029157] [ 0.35689561 0.61190204 0.36157767 0.65180824 0.39978539] [ 0.65595452 0.36319322 0.54487565 0.37920799 0.42294686] [ 0.47336877 0.45180558 0.34305494 0.49024357 0.37864839] [ 0.59824948 0.47650138 0.59698104 0.32279508 0.53492521] [ 0.45823499 0.55833266 0.48392242 0.66167233 0.49281302] [ 0.65264524 0.4198258 0.458626 0.50174928 0.35044914] [ 0.53935436 0.59840518 0.44136582 0.42052225 0.47523297] [ 0.29115412 0.5293012 0.35355948 0.79902518 0.60451311] [ 0.56412501 0.51494364 0.45654191 0.3526727 0.35105976] [ 0.72712566 0.52390519 0.45994341 0.40103457 0.30933196] [ 0.48422434 0.60862203 0.38399482 0.36256856 0.41552983] [ 0.23553606 0.67955434 0.3204419 0.78604465 0.53962211] [ 0.35902253 0.52562411 0.53956903 0.46132209 0.44934465] [ 0.68607824 0.46066005 0.55309998 0.25297288 0.44788182] [ 0.74768889 0.58327491 0.50305365 0.37431817 0.45644399] [ 0.4346916 0.56265987 0.58639311 0.72793904 0.5189685 ] [ 0.23313593 0.69308362 0.32062534 0.83370572 0.64130098] [ 0.48026574 0.5204276 0.49845711 0.78474779 0.55502239] [ 0.35949376 0.63417923 0.33572226 0.7637133 0.54097939] [ 0.65460644 0.50129322 0.53311206 0.62928319 0.29117709] [ 0.66143104 0.40115025 0.50055872 0.4663947 0.47336047] [ 0.36732995 0.54611105 0.48884651 0.49496213 0.53175993] [ 0.58540312 0.49712 0.54590672 0.42103143 0.65729597] [ 0.66013759 0.51131776 0.47379013 0.31885419 0.54486492] [ 0.16191768 0.55798045 0.50113498 0.76477038 0.56385239] [ 0.69288583 0.45700063 0.54647834 0.36029204 0.38083014] [ 0.77739773 0.42674751 0.5222232 0.29239445 0.51093749] [ 0.55609719 0.544226 0.39970785 0.66983723 0.35616349] [ 0.43650234 0.51374312 0.58643092 0.60567174 0.39572416] [ 0.48266259 0.42941091 0.64302474 0.56091898 0.46557273] [ 0.33269385 0.6686028 0.4613618 0.37168064 0.48891718] [ 0.86394306 0.35420783 0.67213258 0.20248651 0.32766991] [ 0.7567385 0.3830468 0.44053878 0.15839845 0.41617876] [ 0.58962916 0.64226711 0.31802233 0.44000329 0.36609634] [ 0.69479793 0.51759747 0.49104385 0.55577027 0.44593296] [ 0.73215455 0.58223305 0.4146364 0.37829638 0.42297814] [ 0.42045814 0.67892242 0.41831297 0.69614488 0.54222733] [ 0.47305901 0.38922912 0.4045722 0.59906635 0.41198129] [ 0.72926731 0.39428043 0.58955765 0.50408425 0.46800711] [ 0.63498456 0.53071295 0.41285182 0.5647467 0.33479643] [ 0.56744338 0.58706002 0.39958577 0.42483474 0.41433416] [ 0.55641838 0.49994015 0.4788438 0.55610897 0.36981886] [ 0.51039435 0.3352926 0.51683141 0.65729314 0.51357075] [ 0.35647922 0.63333001 0.44808979 0.63330528 0.53866299] [ 0.4151908 0.50907939 0.45287174 0.41010778 0.48250027] [ 0.46864917 0.50872724 0.45793422 0.48834504 0.40851654] [ 0.68835786 0.4772017 0.6040818 0.51425036 0.39945158] [ 0.55293299 0.55232754 0.24076533 0.54231308 0.43165974] [ 0.59377793 0.61167903 0.45795323 0.45481154 0.64918597] [ 0.48174445 0.60461419 0.44964951 0.45350062 0.50212303] [ 0.6537377 0.4056142 0.65521369 0.25432285 0.48421978] [ 0.40465034 0.54084345 0.61584438 0.40144449 0.60218881] [ 0.79220461 0.41095115 0.70677363 0.2928973 0.42905506] [ 0.37128656 0.62382646 0.3465055 0.70185433 0.42617183] [ 0.78639672 0.37988462 0.62084113 0.55150519 0.3870477 ] [ 0.55392235 0.53656384 0.57133557 0.57665602 0.35391695] [ 0.78871488 0.44933796 0.41779707 0.3146135 0.46163403] [ 0.68024166 0.47142372 0.41705874 0.44798137 0.36853837] [ 0.53795205 0.50899369 0.46382569 0.66221187 0.29587779] [ 0.58531835 0.45582206 0.52204871 0.65129916 0.3866941 ] [ 0.73350093 0.41491847 0.43300599 0.62662922 0.28710412] [ 0.50754973 0.44159637 0.55825647 0.45119089 0.38713562] [ 0.32451401 0.63844346 0.58711165 0.6994064 0.67165848] [ 0.40035018 0.56380368 0.55393811 0.64333155 0.64471053] [ 0.58125531 0.49571206 0.38182161 0.56744244 0.33336114] [ 0.83611701 0.4949999 0.48568202 0.37323297 0.38980873] [ 0.79141826 0.50913903 0.41559623 0.32107685 0.28858395] [ 0.70765083 0.55637846 0.5644377 0.58509832 0.42723004] [ 0.51515995 0.55859773 0.36637454 0.47887318 0.46436754] [ 0.76852623 0.4650716 0.43988977 0.3055276 0.47470859] [ 0.64267073 0.39282879 0.52054729 0.48118604 0.30115646] [ 0.37770392 0.60804775 0.45274785 0.75585073 0.58272697] Progress: 58.0% ... Training loss: 0.425 ... Validation loss: 0.698[ 0.74658267 0.52044736 0.45109268 0.27335848 0.34850965] [ 0.60073232 0.42540356 0.64233986 0.57840886 0.53383183] [ 0.69783453 0.48834598 0.36680795 0.31509667 0.44331089] [ 0.28758887 0.70495658 0.46529729 0.72070418 0.55374467] [ 0.3720736 0.67746103 0.39965177 0.59961253 0.58628728] [ 0.75190578 0.46076505 0.53946139 0.35961561 0.52210086] [ 0.76609767 0.56014714 0.55601812 0.40574602 0.42290273] [ 0.71516832 0.42694462 0.57820576 0.40486348 0.44318808] [ 0.80267432 0.37130294 0.55330337 0.57806292 0.37779853] [ 0.53198363 0.57820811 0.52724167 0.56883316 0.58552024] [ 0.42093095 0.53324274 0.55631599 0.61207387 0.49948491] [ 0.59110732 0.62334392 0.3492844 0.50348278 0.37409126] [ 0.19737695 0.67230594 0.40179878 0.89744477 0.64715278] [ 0.637801 0.4611764 0.73248187 0.45420016 0.45026821] [ 0.42456536 0.56180838 0.51595661 0.76469418 0.45691082] [ 0.85636194 0.46015385 0.52129937 0.24363204 0.37437348] [ 0.55626601 0.51826264 0.52659496 0.58125298 0.41580798] [ 0.41128882 0.67853994 0.48323106 0.50829481 0.53182524] [ 0.59912014 0.59391084 0.46362956 0.45019158 0.40496946] [ 0.34410546 0.55892186 0.42538328 0.79910087 0.46813153] [ 0.47846059 0.55765295 0.56015791 0.75999496 0.56381813] [ 0.75126186 0.673111 0.38771741 0.52006661 0.49525525] [ 0.55760748 0.54594143 0.5693856 0.48227823 0.62553437] [ 0.35798826 0.59216922 0.37209154 0.82299964 0.49524616] [ 0.70778195 0.31532074 0.5917294 0.45520564 0.41575163] [ 0.29348519 0.58858821 0.34283097 0.78246678 0.66914714] [ 0.46779638 0.60293994 0.37751388 0.45642221 0.40310059] [ 0.2460939 0.69702783 0.38528725 0.74338021 0.60263176] [ 0.70096938 0.37999824 0.65155171 0.54125096 0.47105738] [ 0.65359897 0.35425794 0.49443706 0.26020662 0.34859684] [ 0.36532392 0.69135665 0.44454528 0.64841512 0.35647121] [ 0.86631597 0.46330629 0.46294711 0.25618042 0.39063732] [ 0.74228399 0.41125899 0.61588679 0.57253235 0.31052748] [ 0.26206216 0.5408949 0.47112038 0.70856632 0.67995705] [ 0.69862873 0.51565582 0.3792743 0.28508768 0.33276548] [ 0.45123824 0.55385742 0.54174506 0.30431747 0.56269136] [ 0.8262369 0.43103785 0.60822212 0.24522065 0.44298469] [ 0.78973822 0.52908228 0.53993923 0.48056514 0.38353087] [ 0.74190623 0.56496651 0.42178266 0.30497796 0.35448285] [ 0.7806051 0.37192617 0.60885591 0.54102049 0.35860001] [ 0.28049695 0.52436791 0.49950441 0.74981863 0.43390049] [ 0.71730682 0.48874865 0.58140966 0.34409838 0.46624833] [ 0.44039233 0.60976498 0.41174067 0.4221801 0.38678369] [ 0.46354047 0.58719263 0.51368205 0.41887262 0.50206014] [ 0.25191326 0.56927988 0.36376073 0.75779304 0.64030358] [ 0.75862877 0.52456452 0.42426059 0.2216097 0.38852047] [ 0.5571505 0.52079586 0.45743903 0.46156673 0.39805153] [ 0.56068322 0.53771482 0.4915261 0.58742466 0.41340037] [ 0.45055389 0.60501544 0.46299492 0.87642398 0.5429671 ] [ 0.51892998 0.44257833 0.4766556 0.43981003 0.53601279] [ 0.32942042 0.49038176 0.64769117 0.76018407 0.65976079] [ 0.86479065 0.53068768 0.49806955 0.20515094 0.35539075] [ 0.49787344 0.46058354 0.59455624 0.52806346 0.57933841] [ 0.68550152 0.34838146 0.68962593 0.28679494 0.36329927] [ 0.41181013 0.60117483 0.4982912 0.68290129 0.5337551 ] [ 0.75021017 0.47082427 0.60397869 0.47312248 0.36882613] [ 0.58807752 0.62004362 0.37450435 0.51716374 0.48647531] [ 0.55922949 0.49264888 0.47252307 0.40854725 0.56098922] [ 0.56042678 0.53753144 0.60016267 0.49630059 0.48397493] [ 0.70524294 0.48001764 0.51869639 0.45940082 0.4265675 ] [ 0.35665092 0.70090338 0.40756805 0.77501742 0.47341776] [ 0.57147826 0.61520115 0.39586987 0.58616496 0.48919155] [ 0.60120158 0.62276654 0.40613273 0.57574125 0.43804263] [ 0.82778657 0.51285662 0.53495309 0.39451694 0.37321481] [ 0.45018269 0.41757331 0.43426458 0.80287015 0.50387156] [ 0.50809604 0.40932298 0.40875154 0.74568959 0.45089404] [ 0.52872951 0.44330169 0.50184636 0.54822971 0.42802948] [ 0.315066 0.59859201 0.3851126 0.79904381 0.41741912] [ 0.48240322 0.47777315 0.41332337 0.55527156 0.35074376] [ 0.61949947 0.4731809 0.4945034 0.56284099 0.41330003] [ 0.5684985 0.47743989 0.52800068 0.7357767 0.44890078] [ 0.77574757 0.53031213 0.5669278 0.18770115 0.41685867] [ 0.44682432 0.63788369 0.34898105 0.70687187 0.47504887] [ 0.59504232 0.63202454 0.42088503 0.64848032 0.35704082] [ 0.69047639 0.43518441 0.58339308 0.33534981 0.43580263] [ 0.30822571 0.46529923 0.57127402 0.64354281 0.54015643] [ 0.72446674 0.36201367 0.58239382 0.37733908 0.42833469] [ 0.84699826 0.40475848 0.55563355 0.32243822 0.25611392] [ 0.71871597 0.4097904 0.63235061 0.33149026 0.42203016] [ 0.34885764 0.57677185 0.490719 0.81354274 0.50035205] [ 0.76684475 0.39875335 0.597859 0.54085796 0.30391606] [ 0.31310635 0.5246188 0.43202683 0.67969627 0.51998808] [ 0.4825638 0.49603468 0.44702791 0.76907323 0.49582664] [ 0.57168663 0.49340769 0.4132309 0.61097211 0.43608049] [ 0.38309112 0.5240163 0.4569893 0.59565798 0.54581369] [ 0.72466319 0.54793694 0.45701426 0.26240561 0.36922013] [ 0.67965031 0.43357142 0.62913898 0.4352061 0.46428178] [ 0.71929413 0.43759291 0.56998278 0.32277034 0.47130912] [ 0.32316727 0.62586804 0.39917877 0.80457006 0.54922098] [ 0.78165654 0.45779996 0.33948156 0.35969287 0.35115183] [ 0.71855434 0.55455793 0.59068213 0.46928004 0.43660277] [ 0.56901323 0.52594687 0.46537052 0.64694551 0.39705298] [ 0.64561328 0.38973854 0.46303912 0.56783616 0.48692398] [ 0.59233695 0.44879751 0.38708426 0.29684398 0.32709304] [ 0.69147014 0.45314874 0.60809142 0.31424497 0.47433133] [ 0.43646687 0.53946638 0.49180158 0.64841693 0.4749723 ] [ 0.57291779 0.45832044 0.38018909 0.39679597 0.3927578 ] [ 0.67204152 0.56875651 0.48234258 0.46781654 0.41930831] [ 0.65612451 0.45221889 0.47766057 0.33256111 0.39772072] [ 0.42348564 0.70032198 0.34831377 0.7330098 0.3725507 ] [ 0.66867434 0.26263884 0.46691406 0.26838361 0.43482326] [ 0.7332759 0.58074842 0.42285783 0.25345971 0.34142594] [ 0.7633475 0.36404534 0.52018419 0.27104489 0.432192 ] [ 0.79961425 0.45408709 0.47682725 0.29534317 0.29488807] [ 0.19790059 0.7024631 0.30258618 0.75629925 0.6115767 ] [ 0.82123958 0.29380584 0.62163062 0.19748401 0.418392 ] [ 0.69819643 0.5031962 0.49472742 0.30176281 0.45544549] [ 0.48199901 0.65875874 0.42085563 0.52147958 0.58257121] [ 0.76960178 0.39708269 0.54975935 0.173019 0.40314527] [ 0.25882171 0.60490036 0.55154873 0.80497421 0.48592449] [ 0.21771387 0.53342934 0.56014681 0.74522118 0.54653805] [ 0.30862658 0.62386413 0.40037953 0.57056318 0.44459962] [ 0.63499 0.42940341 0.46343597 0.33341213 0.49851217] [ 0.60194779 0.4019564 0.49744478 0.33795193 0.48599321] [ 0.74281974 0.57480578 0.43843231 0.39648289 0.412245 ] [ 0.6404564 0.39897888 0.5628931 0.31573509 0.42355457] [ 0.72349975 0.31995972 0.52626401 0.29445462 0.3784997 ] [ 0.43230467 0.54375345 0.51816193 0.41885734 0.57327427] [ 0.62621823 0.33145648 0.41309751 0.40324654 0.44395715] [ 0.34254707 0.53078324 0.39050655 0.63786344 0.37112648] [ 0.21279893 0.50262065 0.37886745 0.80416751 0.58683753] [ 0.70712946 0.40578573 0.57212775 0.58331032 0.47662348] [ 0.41228378 0.66208055 0.43533635 0.58312517 0.42428618] [ 0.45123824 0.55385742 0.54174506 0.30431747 0.56269136] [ 0.36138253 0.48837451 0.59101297 0.82611655 0.53431529] [ 0.83953636 0.37973258 0.58173159 0.35138104 0.36827953] [ 0.28283889 0.75645138 0.33322182 0.86320989 0.51476552] [ 0.55031116 0.54205377 0.48481309 0.53011396 0.40364669] Progress: 58.1% ... Training loss: 0.425 ... Validation loss: 0.697[ 0.38181853 0.49628766 0.39122511 0.55261421 0.59879103] [ 0.8524625 0.32474198 0.60078887 0.18449528 0.38087083] [ 0.39443945 0.66777298 0.45803974 0.7006111 0.49525207] [ 0.67553528 0.40729822 0.44123562 0.54900708 0.53645606] [ 0.8201172 0.38017614 0.40745943 0.36901898 0.33825125] [ 0.55163133 0.59279381 0.42282053 0.63425887 0.44455734] [ 0.4308535 0.57454413 0.41410552 0.61332513 0.3108441 ] [ 0.80717626 0.52869466 0.51989792 0.27923745 0.4021511 ] [ 0.56022073 0.46940144 0.53506616 0.39127928 0.52934194] [ 0.53362515 0.56117392 0.50798131 0.58005777 0.52429149] [ 0.77515225 0.36040594 0.51152982 0.20409863 0.44184196] [ 0.57482639 0.60128709 0.4922734 0.48037154 0.39182177] [ 0.42300327 0.70542556 0.35022144 0.65093821 0.440457 ] [ 0.67590071 0.40335935 0.44795691 0.50353563 0.30347346] [ 0.73356637 0.46105057 0.40137606 0.19042454 0.36826093] [ 0.24207513 0.56440592 0.39386481 0.82611693 0.48765196] [ 0.57780582 0.44713352 0.36992869 0.24758373 0.43562858] [ 0.56784139 0.43818956 0.54377471 0.53971791 0.41025026] [ 0.4263559 0.60526262 0.43692608 0.56553046 0.6183621 ] [ 0.49065435 0.48941285 0.61370913 0.57319847 0.5255718 ] [ 0.56257065 0.56025581 0.4694016 0.72276817 0.56607615] [ 0.48430754 0.41439174 0.64280983 0.62392326 0.41918174] [ 0.45194026 0.57972023 0.3105298 0.55011736 0.36489415] [ 0.38419737 0.60837639 0.3834914 0.756695 0.49707974] [ 0.51973199 0.44972174 0.58701862 0.54653994 0.58053475] [ 0.27678566 0.48795487 0.37101051 0.74334163 0.54683856] [ 0.43228204 0.60179686 0.43685294 0.58825327 0.43694819] [ 0.50570746 0.43448052 0.55526646 0.73103418 0.59675806] [ 0.48348664 0.61629413 0.48176571 0.59520717 0.59852618] [ 0.74804436 0.40853659 0.64967118 0.32664309 0.35984874] [ 0.59946929 0.38612504 0.57546094 0.63129667 0.46400493] [ 0.56280279 0.61184822 0.4951324 0.48025345 0.4107856 ] [ 0.25072696 0.59449012 0.40941235 0.74917076 0.51798693] [ 0.62967598 0.43710342 0.589939 0.50462286 0.41194162] [ 0.42828971 0.50354786 0.50084031 0.6928086 0.55905078] [ 0.44028222 0.60972134 0.36777116 0.604664 0.53930658] [ 0.3766516 0.57309477 0.42422239 0.57798126 0.49848282] [ 0.46461333 0.60564231 0.41352831 0.49289346 0.39174443] [ 0.6270478 0.43463632 0.50877715 0.64938438 0.36174092] [ 0.55962911 0.56105613 0.44592822 0.64970658 0.41896502] [ 0.69216677 0.50558823 0.46243364 0.3775301 0.36374356] [ 0.69841235 0.52001964 0.37561861 0.51924416 0.39384577] [ 0.67013123 0.48879798 0.36199976 0.35045695 0.3367468 ] [ 0.29133696 0.42946808 0.45318411 0.82935854 0.67373197] [ 0.32741926 0.54779636 0.46958201 0.74287822 0.42233708] [ 0.55098056 0.33593398 0.56981792 0.28950904 0.40733314] [ 0.58381704 0.58872457 0.43018699 0.33387031 0.48473368] [ 0.71564579 0.34899978 0.3659051 0.3547426 0.29961449] [ 0.22868833 0.63035493 0.32118563 0.85723041 0.57318349] [ 0.41263058 0.48359322 0.49874432 0.63794366 0.47396264] [ 0.44681031 0.62915957 0.33712312 0.64580336 0.38195928] [ 0.60859874 0.58540754 0.61301086 0.45935205 0.51418081] [ 0.82065576 0.29049035 0.50399582 0.25783224 0.44476897] [ 0.3415027 0.65935445 0.38895431 0.68928917 0.54435861] [ 0.63897057 0.429078 0.51844323 0.27138533 0.49922101] [ 0.67377312 0.42770999 0.66754902 0.30550441 0.37860431] [ 0.53206857 0.50157829 0.45788261 0.81477705 0.51469146] [ 0.41972048 0.52636885 0.52726939 0.36712314 0.65911073] [ 0.65254501 0.46133 0.3657306 0.37930194 0.32724483] [ 0.63506877 0.60540676 0.54315309 0.50576583 0.50206185] [ 0.49302405 0.56973754 0.48085291 0.42845736 0.44187197] [ 0.59828573 0.58070768 0.42814183 0.53458597 0.5914523 ] [ 0.63493934 0.49866322 0.44852468 0.43741247 0.41540776] [ 0.64975126 0.48985618 0.48845035 0.1704606 0.53238897] [ 0.27218784 0.63873523 0.29047896 0.78154468 0.45340404] [ 0.51409755 0.68046405 0.3691044 0.50036752 0.35344043] [ 0.46372882 0.51388272 0.45323921 0.75134776 0.50334683] [ 0.20671312 0.57608034 0.62185367 0.84164901 0.75054744] [ 0.22952872 0.70169681 0.3212541 0.6887482 0.49317217] [ 0.40616178 0.50825964 0.5330101 0.43013632 0.63322909] [ 0.62616818 0.60741769 0.3952137 0.45847621 0.46021854] [ 0.44916012 0.68409832 0.32936908 0.58412082 0.37981574] [ 0.73512011 0.35716818 0.610812 0.53580143 0.40941821] [ 0.61033449 0.55898608 0.62801927 0.4835365 0.48923833] [ 0.44879297 0.62392863 0.37343056 0.81030904 0.43394773] [ 0.71033805 0.37009613 0.47504711 0.42895379 0.44694618] [ 0.53376873 0.62978536 0.35482325 0.33498877 0.42128313] [ 0.54838708 0.41853465 0.37734135 0.41773565 0.43950483] [ 0.79697393 0.33352508 0.52212211 0.27809439 0.50526153] [ 0.38709944 0.50733814 0.57139218 0.72983151 0.56786634] [ 0.42596797 0.4985541 0.44632477 0.58985059 0.48855115] [ 0.66595422 0.43562133 0.3913652 0.52926272 0.41730637] [ 0.74323028 0.42171522 0.52177391 0.65194186 0.4270236 ] [ 0.52003834 0.47514139 0.43642194 0.3012477 0.39273167] [ 0.24798874 0.63524973 0.49602641 0.69681889 0.57999861] [ 0.65526344 0.43871744 0.58800348 0.47128757 0.43032255] [ 0.71282642 0.42949428 0.57310248 0.51021603 0.42472119] [ 0.58512627 0.59969038 0.55054192 0.56922484 0.35167369] [ 0.56568962 0.5534595 0.51530385 0.37829992 0.50841249] [ 0.69841153 0.51894747 0.51922875 0.36386238 0.4577091 ] [ 0.50428175 0.47187203 0.49913393 0.60541129 0.55145737] [ 0.30492073 0.47771349 0.44809198 0.79891566 0.45727886] [ 0.35540761 0.58134261 0.45601143 0.84436924 0.64666272] [ 0.65399855 0.51852908 0.45522729 0.66798188 0.34601639] [ 0.34493781 0.49616304 0.53427024 0.8270769 0.61289074] [ 0.45461305 0.54328642 0.42112325 0.51545993 0.44332319] [ 0.24149426 0.73121294 0.39248923 0.73249183 0.55865282] [ 0.8062149 0.38172599 0.464746 0.41669798 0.38299081] [ 0.47149144 0.5978625 0.393169 0.65143498 0.43098217] [ 0.54259341 0.52577238 0.5088736 0.68345755 0.41225015] [ 0.42248778 0.70073669 0.34810943 0.73323481 0.37275674] [ 0.64590113 0.63671414 0.51189224 0.56946077 0.46789017] [ 0.70819421 0.50882899 0.44962765 0.49727199 0.41469508] [ 0.68058218 0.3344055 0.50273357 0.54769299 0.49996669] [ 0.49582533 0.39045887 0.54923202 0.34712151 0.50341321] [ 0.39641638 0.62041215 0.34920838 0.56023862 0.43610686] [ 0.80148557 0.58053706 0.5086433 0.43383151 0.39734574] [ 0.70314898 0.58768549 0.41649789 0.55003867 0.40346808] [ 0.61390621 0.35688042 0.47967744 0.29075966 0.41531038] [ 0.77050359 0.38434811 0.59007426 0.40954369 0.43637082] [ 0.23312851 0.70775754 0.34078817 0.85282748 0.57828024] [ 0.63954885 0.45541766 0.52174429 0.63564793 0.34959283] [ 0.73407274 0.50041249 0.49645377 0.33910521 0.34472522] [ 0.47927371 0.43395457 0.56430969 0.51404335 0.36562806] [ 0.77177767 0.55092306 0.50743788 0.47692621 0.38515549] [ 0.24044088 0.58160435 0.41462437 0.6889201 0.56315009] [ 0.33140893 0.60442673 0.41220116 0.62010975 0.62663149] [ 0.4179284 0.4604292 0.49759231 0.66898024 0.40563364] [ 0.86368157 0.37423352 0.43387242 0.2918711 0.3877037 ] [ 0.79584475 0.46721018 0.57447485 0.41036201 0.43293638] [ 0.62483836 0.52848306 0.50200935 0.50514996 0.45533589] [ 0.21982815 0.68297709 0.33364703 0.70770689 0.45004916] [ 0.41012334 0.45350283 0.39749185 0.53037404 0.72195164] [ 0.76462076 0.3313925 0.54897253 0.58892912 0.39177311] [ 0.53983088 0.44174345 0.6785793 0.51157329 0.44674507] [ 0.76869361 0.50917919 0.57358911 0.36035515 0.43747679] [ 0.49682245 0.54054436 0.45190763 0.54019576 0.52182907] [ 0.41099211 0.5651833 0.52617907 0.81384937 0.60278425] Progress: 58.1% ... Training loss: 0.425 ... Validation loss: 0.697[ 0.80301327 0.61837462 0.25139429 0.39950833 0.27841197] [ 0.78693627 0.44588836 0.3377669 0.20817683 0.31478839] [ 0.64903652 0.52662027 0.48066444 0.49711424 0.32382965] [ 0.52427698 0.64501057 0.39145917 0.56733837 0.447911 ] [ 0.70181421 0.6011242 0.41614837 0.63463706 0.4658482 ] [ 0.79107517 0.47575556 0.65608096 0.22584339 0.44318388] [ 0.78251948 0.61815179 0.54079835 0.45819654 0.41167539] [ 0.7036963 0.46679118 0.51571491 0.27044503 0.50378542] [ 0.38995149 0.66768105 0.34102918 0.76301905 0.46976499] [ 0.8095698 0.39951653 0.47135527 0.20776705 0.288956 ] [ 0.48031359 0.62467282 0.36412689 0.5819569 0.29990883] [ 0.53844209 0.52194749 0.49767358 0.50648352 0.40238733] [ 0.60466178 0.40973786 0.60454265 0.52769023 0.34293774] [ 0.40971534 0.72627672 0.37474396 0.62780883 0.46545352] [ 0.78563078 0.40320799 0.54924992 0.51526808 0.3365423 ] [ 0.32330489 0.61099892 0.38018053 0.68989671 0.42447455] [ 0.54271515 0.47375723 0.58624618 0.32640309 0.46831073] [ 0.61732999 0.57094451 0.51381546 0.6677875 0.47860619] [ 0.86296325 0.31767813 0.54428399 0.18796174 0.36482112] [ 0.82136794 0.38673699 0.64343762 0.17765925 0.40815283] [ 0.8428397 0.4195499 0.4239782 0.22475392 0.41645953] [ 0.46650708 0.51434962 0.52933589 0.47883144 0.54499892] [ 0.72195728 0.43273587 0.48157532 0.29613966 0.49703323] [ 0.67699823 0.36269276 0.57718169 0.58531298 0.43398509] [ 0.32022234 0.59011605 0.41304095 0.66031129 0.39588099] [ 0.34967253 0.71041461 0.42464392 0.60995941 0.51122406] [ 0.60857749 0.40512073 0.59299215 0.59987261 0.48392643] [ 0.68674357 0.66884114 0.27636457 0.45060462 0.40199459] [ 0.34344521 0.55365121 0.48414552 0.67959907 0.62612827] [ 0.41440459 0.60096895 0.36068322 0.53805108 0.44088133] [ 0.74546183 0.47176844 0.46817848 0.31358415 0.37711164] [ 0.52806637 0.47603783 0.50663812 0.68530389 0.47945045] [ 0.85014741 0.41942843 0.53958047 0.24880963 0.41419568] [ 0.69923561 0.40733562 0.41376735 0.32305162 0.39435731] [ 0.7493553 0.34914741 0.54668012 0.46164901 0.37435179] [ 0.58995034 0.65840289 0.35556761 0.5424588 0.47819761] [ 0.66721053 0.45728483 0.34861867 0.2430657 0.30097712] [ 0.80422739 0.45782805 0.59408294 0.37817279 0.36506671] [ 0.85149842 0.38122551 0.56730912 0.19722513 0.37450773] [ 0.57258244 0.41357978 0.57188414 0.2814806 0.57029386] [ 0.41778536 0.46058867 0.49752431 0.66899453 0.40568638] [ 0.70680521 0.37877537 0.61908762 0.490993 0.39494483] [ 0.496188 0.59659577 0.52015862 0.81607812 0.54611837] [ 0.65843862 0.49398902 0.40451304 0.40433052 0.43196838] [ 0.45929505 0.62085741 0.39161906 0.73090364 0.42365615] [ 0.63503558 0.66524689 0.34087218 0.70989097 0.55534989] [ 0.61226372 0.41523323 0.4870253 0.66432894 0.43003833] [ 0.80323134 0.45665708 0.63553367 0.25466388 0.41604526] [ 0.63674445 0.54080806 0.44366245 0.45649293 0.4044626 ] [ 0.42331088 0.54549365 0.56929068 0.78365083 0.61707646] [ 0.84832561 0.3436671 0.66083945 0.23810822 0.4040784 ] [ 0.36427176 0.67746033 0.45353874 0.58073403 0.35566471] [ 0.24430454 0.64839221 0.4127987 0.63007682 0.57183573] [ 0.83685213 0.54141285 0.50529515 0.38724091 0.39476223] [ 0.62000733 0.43587196 0.61574705 0.3252544 0.62302282] [ 0.72189044 0.42260497 0.61909555 0.44255775 0.33721012] [ 0.67828946 0.48945162 0.47882847 0.27814758 0.47657831] [ 0.62566264 0.70010642 0.28853451 0.5333676 0.41761995] [ 0.51927417 0.53388848 0.53463027 0.40435577 0.55013755] [ 0.66510811 0.57351377 0.5099297 0.45680979 0.58249783] [ 0.71704923 0.45369725 0.47467839 0.4551947 0.42231836] [ 0.44754991 0.62876029 0.42126167 0.58125855 0.4543854 ] [ 0.48257552 0.57485563 0.56563067 0.34644117 0.63845777] [ 0.23280337 0.50956388 0.60777769 0.78752181 0.766639 ] [ 0.5087787 0.68064699 0.42939177 0.6729259 0.44548313] [ 0.20963511 0.63612016 0.45066293 0.77594652 0.47762213] [ 0.44941437 0.66299582 0.51489411 0.60165014 0.45741785] [ 0.16727638 0.65081151 0.35019689 0.84820304 0.63791772] [ 0.56113121 0.59213946 0.51963926 0.57659682 0.33130973] [ 0.51910575 0.52957033 0.53017178 0.55116579 0.60332741] [ 0.44926743 0.55613812 0.52482716 0.5366887 0.54199627] [ 0.65081555 0.62038504 0.50707833 0.54354124 0.4291358 ] [ 0.64220054 0.44199352 0.43344984 0.5187741 0.3399535 ] [ 0.16524271 0.68088946 0.37661561 0.88862919 0.51608734] [ 0.36888578 0.41969663 0.46653872 0.6642456 0.62982034] [ 0.74543233 0.5610384 0.46304182 0.3568057 0.54227601] [ 0.47307955 0.55746298 0.51352443 0.66427964 0.38430398] [ 0.80578361 0.33339964 0.43666374 0.1927508 0.32118883] [ 0.53826181 0.55552479 0.53240042 0.5916751 0.52086365] [ 0.58358 0.41380701 0.55931222 0.48590663 0.47019886] [ 0.60826328 0.43142425 0.38064606 0.47646677 0.55190224] [ 0.48551635 0.40281564 0.43383811 0.4995848 0.56327254] [ 0.71912018 0.44204392 0.64626627 0.48589385 0.41410627] [ 0.76092802 0.4825089 0.62246907 0.14527932 0.50417982] [ 0.34965097 0.64769039 0.42215393 0.65798539 0.49792506] [ 0.3940811 0.53826909 0.39784442 0.73614284 0.39637272] [ 0.548773 0.4183454 0.37741072 0.41747214 0.43945031] [ 0.64731949 0.50921029 0.37667557 0.37015131 0.53250793] [ 0.32450513 0.57423626 0.39133091 0.80417292 0.5019662 ] [ 0.81515896 0.38396065 0.5233618 0.30209265 0.39266703] [ 0.63259829 0.44232428 0.44872151 0.55911572 0.29613845] [ 0.404289 0.51853401 0.46917565 0.7663965 0.51769111] [ 0.63523186 0.56027391 0.47610892 0.43720337 0.3943694 ] [ 0.32200734 0.68214267 0.53082304 0.71802274 0.50349695] [ 0.3889053 0.5903172 0.54078206 0.67997153 0.61716477] [ 0.76052211 0.6528591 0.4057046 0.38786039 0.47946468] [ 0.59412558 0.44663112 0.54208614 0.32870424 0.51097823] [ 0.23666181 0.6746329 0.45198436 0.80057429 0.49272477] [ 0.64025691 0.4570966 0.61403387 0.40409129 0.47965157] [ 0.42428218 0.55535363 0.52967665 0.41407282 0.60758862] [ 0.49075173 0.43697766 0.42899307 0.58031386 0.57307005] [ 0.73831168 0.54130353 0.49638986 0.23730227 0.4870979 ] [ 0.59484979 0.43811089 0.54392013 0.53848343 0.35877664] [ 0.39207689 0.59934233 0.42518826 0.67649895 0.61872368] [ 0.77151354 0.38262401 0.62033345 0.38102918 0.39634135] [ 0.42756191 0.59685288 0.40577809 0.66231971 0.61097825] [ 0.51964804 0.44981224 0.58698126 0.54647001 0.58058695] [ 0.33727774 0.66053951 0.41365861 0.68144524 0.42103648] [ 0.44741322 0.59296105 0.34063362 0.53287706 0.45069138] [ 0.80586224 0.31862191 0.55064192 0.18623079 0.39817849] [ 0.81502356 0.3907673 0.57768841 0.23421369 0.41610243] [ 0.89690344 0.30166161 0.51597125 0.18495429 0.34394841] [ 0.69718103 0.38981848 0.59549396 0.4384365 0.48168282] [ 0.30080344 0.51927972 0.42981703 0.72035107 0.49030958] [ 0.4328112 0.54698862 0.41297512 0.79090657 0.55888419] [ 0.6332866 0.51157906 0.52574834 0.27156454 0.34628169] [ 0.49181003 0.55172945 0.59273106 0.70946816 0.58312403] [ 0.29011959 0.63240614 0.37629373 0.70796993 0.41730279] [ 0.58077794 0.56744782 0.45076187 0.64320403 0.52208512] [ 0.84539492 0.42531538 0.59597376 0.25715666 0.3760417 ] [ 0.35556624 0.62747939 0.40296773 0.82669182 0.54108611] [ 0.66779242 0.49447216 0.39617931 0.4514898 0.5001262 ] [ 0.4770715 0.49889004 0.50693367 0.74686601 0.45559061] [ 0.65292591 0.47276236 0.49848811 0.33027317 0.33762499] [ 0.62634936 0.45518714 0.62357232 0.47378219 0.42648787] [ 0.4241018 0.63441821 0.38190075 0.54329894 0.41472417] [ 0.5281779 0.50612884 0.44751109 0.7138816 0.30178911] [ 0.27066537 0.69437974 0.39424655 0.72809169 0.51751311] Progress: 58.2% ... Training loss: 0.424 ... Validation loss: 0.697[ 0.6346601 0.54363049 0.43642086 0.42310642 0.33079411] [ 0.54533451 0.39216833 0.45418815 0.3439704 0.52892172] [ 0.70300757 0.51158281 0.52544019 0.60130101 0.46715869] [ 0.67084091 0.552412 0.46779139 0.29062609 0.43918785] [ 0.49768945 0.46981795 0.46412329 0.32594514 0.5416298 ] [ 0.54924985 0.51553127 0.50380344 0.72554243 0.33078813] [ 0.25503661 0.6383782 0.47887318 0.83800818 0.66273125] [ 0.56703903 0.65573853 0.44230293 0.60491243 0.55429915] [ 0.7193216 0.43530437 0.51130715 0.51337821 0.45796554] [ 0.77332075 0.39338428 0.58433683 0.58872553 0.4063723 ] [ 0.33883824 0.47661379 0.50033945 0.44152195 0.61128032] [ 0.68848293 0.43961745 0.5164547 0.41617433 0.46523714] [ 0.67827361 0.56269582 0.50710532 0.4353995 0.40191119] [ 0.51634511 0.54647684 0.45497278 0.74676546 0.51287115] [ 0.39972804 0.46751273 0.4465292 0.77369214 0.60105951] [ 0.47654195 0.5310136 0.49207148 0.50693035 0.44098745] [ 0.82348187 0.39582127 0.5712353 0.15743194 0.34910897] [ 0.16797278 0.59971218 0.39672605 0.92826512 0.61790695] [ 0.40494353 0.58501548 0.51800553 0.80471436 0.40889776] [ 0.59782327 0.44417886 0.54398449 0.58380939 0.35381281] [ 0.61274787 0.47950462 0.37904445 0.41722646 0.41972199] [ 0.71466351 0.42911966 0.57960656 0.43563135 0.4239905 ] [ 0.59707251 0.50241674 0.49496815 0.47236554 0.45952829] [ 0.19412348 0.58950782 0.2952285 0.72926047 0.54341393] [ 0.7788452 0.48528904 0.52556658 0.450123 0.46298264] [ 0.71440019 0.34448568 0.52403443 0.30182776 0.49789299] [ 0.4011685 0.69192807 0.37130011 0.73951721 0.5471674 ] [ 0.38032083 0.45573337 0.59709462 0.76328572 0.58297732] [ 0.31751069 0.70906082 0.34133181 0.76433231 0.53380165] [ 0.43949476 0.5620172 0.50270145 0.61951046 0.58846055] [ 0.23692502 0.67457025 0.45197806 0.80048119 0.49275045] [ 0.33474297 0.6610172 0.41230753 0.61805715 0.58913651] [ 0.47621237 0.4724035 0.49747052 0.46468042 0.53242572] [ 0.66113019 0.36537019 0.66233853 0.35882149 0.39348925] [ 0.27628944 0.68679091 0.47081749 0.73637386 0.5335392 ] [ 0.76140284 0.62560854 0.38711355 0.55418362 0.4182352 ] [ 0.73598369 0.51729036 0.41541771 0.31286707 0.37136028] [ 0.79252626 0.62005818 0.43060427 0.38539476 0.45088904] [ 0.84413008 0.34113392 0.43508257 0.18887601 0.41486533] [ 0.56258219 0.5647054 0.51350749 0.56377625 0.48193013] [ 0.56628289 0.50944055 0.54863146 0.38725929 0.43045146] [ 0.34348061 0.63321422 0.54842825 0.62922104 0.65142603] [ 0.56885723 0.48042725 0.38531135 0.44824804 0.36052921] [ 0.46138185 0.62425086 0.4148814 0.57678609 0.37821155] [ 0.70863565 0.38012045 0.56473361 0.50326289 0.40314272] [ 0.71220989 0.30773384 0.53982105 0.44690026 0.42887932] [ 0.70760978 0.52261768 0.42592736 0.30412421 0.38758584] [ 0.65210607 0.50348801 0.49318313 0.44655951 0.46831655] [ 0.55090703 0.45354998 0.49046365 0.77626072 0.59645766] [ 0.37568331 0.67773292 0.40261213 0.56233949 0.58022968] [ 0.52544007 0.62920059 0.48443934 0.46684841 0.40542837] [ 0.69035619 0.35056647 0.6197293 0.56118354 0.37306482] [ 0.7060797 0.50181964 0.50892717 0.39310578 0.4629542 ] [ 0.52098138 0.50502949 0.42938132 0.59465781 0.63082169] [ 0.64743922 0.50567806 0.52118594 0.27097821 0.42480257] [ 0.29497901 0.6145815 0.40217219 0.66740505 0.58611948] [ 0.38705147 0.63860789 0.52104178 0.60727024 0.32649174] [ 0.60802137 0.50089188 0.40155933 0.42074176 0.43058562] [ 0.5969529 0.63459506 0.385155 0.58245639 0.49311226] [ 0.31680014 0.51559129 0.40389351 0.56656998 0.37518444] [ 0.44664382 0.55901603 0.47525707 0.5881239 0.45980809] [ 0.35185353 0.63426291 0.38661094 0.83880916 0.52642209] [ 0.76884114 0.54812004 0.56559351 0.42128706 0.46757772] [ 0.49397974 0.47084734 0.40255648 0.81041568 0.45558678] [ 0.41629836 0.69203203 0.31167998 0.63807635 0.51653616] [ 0.45798908 0.57133622 0.47816622 0.65756232 0.50518647] [ 0.38908195 0.47274939 0.6027913 0.66336625 0.64289797] [ 0.64349465 0.56576535 0.46956449 0.62166903 0.41297695] [ 0.78528734 0.37916578 0.63415659 0.56305979 0.36794293] [ 0.57946279 0.54895994 0.42789676 0.4325991 0.37999737] [ 0.88588963 0.29218119 0.52262749 0.25659695 0.35121499] [ 0.28522883 0.7220532 0.28984625 0.82798255 0.4500208 ] [ 0.61244441 0.47136888 0.4146702 0.56741404 0.45814616] [ 0.38992116 0.61283222 0.45653936 0.68362726 0.54622161] [ 0.61395681 0.41336465 0.58022353 0.58024513 0.32043166] [ 0.66926027 0.26252679 0.46696664 0.2682678 0.43475721] [ 0.49203704 0.51144586 0.44030996 0.66064718 0.47354343] [ 0.42230574 0.6011293 0.44248363 0.37865385 0.33224755] [ 0.69196014 0.37209158 0.5716931 0.12194664 0.51687929] [ 0.60334516 0.44628371 0.51488212 0.57793065 0.37270689] [ 0.6796866 0.50580582 0.53512661 0.36769718 0.53825151] [ 0.71529843 0.44243325 0.43607916 0.33809505 0.44197177] [ 0.54956045 0.59231577 0.40588442 0.337059 0.38021837] [ 0.54772988 0.49276775 0.52974517 0.72241296 0.31146017] [ 0.46562005 0.5053071 0.46834539 0.55029756 0.52721163] [ 0.36345901 0.583028 0.40399944 0.79095591 0.37046696] [ 0.33291317 0.51705397 0.39437932 0.7548626 0.47409998] [ 0.49104522 0.56548544 0.46831039 0.47263014 0.50236557] [ 0.3185243 0.5053904 0.54108513 0.4618502 0.55169304] [ 0.5679407 0.46721051 0.45176282 0.4885738 0.39208275] [ 0.43528264 0.62972461 0.44084806 0.59455348 0.37103346] [ 0.33938959 0.62661836 0.44213633 0.8435643 0.52261022] [ 0.36986062 0.56345329 0.5356041 0.8659148 0.59658372] [ 0.30581732 0.69702058 0.32664724 0.85224213 0.46732912] [ 0.6892034 0.47245189 0.37477853 0.21535148 0.27429487] [ 0.71933082 0.40945955 0.63248356 0.33110648 0.42189043] [ 0.6299811 0.39084637 0.4426894 0.52170709 0.54675892] [ 0.63784522 0.46599849 0.46207627 0.29500785 0.3774307 ] [ 0.53014589 0.49656761 0.53988459 0.6418753 0.50650138] [ 0.49677266 0.59838993 0.45083815 0.54149196 0.46389165] [ 0.58736043 0.50373809 0.47912393 0.42490138 0.48227182] [ 0.63875371 0.49944469 0.40740207 0.66357346 0.33977361] [ 0.3699558 0.43804263 0.36881385 0.72250398 0.43356721] [ 0.73975343 0.43626709 0.58171605 0.59653814 0.42529033] [ 0.48750525 0.50512995 0.63156495 0.66506714 0.4235208 ] [ 0.48440419 0.59505674 0.44060257 0.68579072 0.46206854] [ 0.34996714 0.61416945 0.56253512 0.50522199 0.44487077] [ 0.85175931 0.40117389 0.51714025 0.23642592 0.37531697] [ 0.73512858 0.43437684 0.51205934 0.4299393 0.35222372] [ 0.60002788 0.47429606 0.37483306 0.48192048 0.40687656] [ 0.50346573 0.51227224 0.49828615 0.66851809 0.40881751] [ 0.84696773 0.36754019 0.66979857 0.25688525 0.39782624] [ 0.66573814 0.59227131 0.51855349 0.52447736 0.5345887 ] [ 0.7267805 0.50026597 0.55630111 0.49919053 0.42127751] [ 0.83761171 0.35765859 0.52815391 0.29264582 0.4532419 ] [ 0.31736714 0.59665081 0.41530019 0.77823853 0.40594438] [ 0.39656569 0.47755981 0.32472365 0.49106574 0.37995494] [ 0.45402333 0.47365881 0.48062446 0.65964523 0.44415739] [ 0.43566556 0.64715613 0.37027389 0.5492225 0.54934444] [ 0.34377007 0.61587748 0.32087813 0.89137233 0.49022975] [ 0.56616733 0.54514249 0.56935891 0.58307294 0.41473084] [ 0.14035899 0.57576778 0.39855861 0.87226089 0.5365836 ] [ 0.76953896 0.48790559 0.54713349 0.37436407 0.45921071] [ 0.29323264 0.72142289 0.34793065 0.70712574 0.51559413] [ 0.40058196 0.69519955 0.36061302 0.48911982 0.41435543] [ 0.43924932 0.63724506 0.34754083 0.62320178 0.36996228] [ 0.82268713 0.34555973 0.56326119 0.16989024 0.40793399] [ 0.70147767 0.35609609 0.51324256 0.28468635 0.46588328] Progress: 58.2% ... Training loss: 0.424 ... Validation loss: 0.696[ 0.49116899 0.39010773 0.54850585 0.60853812 0.41874876] [ 0.59974156 0.48013241 0.52860979 0.58973923 0.41139805] [ 0.59467603 0.53953046 0.53300016 0.33412846 0.61079407] [ 0.71523887 0.36236557 0.63864709 0.28221893 0.47995871] [ 0.33456295 0.54502668 0.40631013 0.80923873 0.53555736] [ 0.47008526 0.65123535 0.45512896 0.56139217 0.37937181] [ 0.48190743 0.64414318 0.46570472 0.46837808 0.52581245] [ 0.46219918 0.4036805 0.4583705 0.85212624 0.52244168] [ 0.76514948 0.51893938 0.46752765 0.29841529 0.53793574] [ 0.40860232 0.4882845 0.51395095 0.50547881 0.55559788] [ 0.71361806 0.44132166 0.5077964 0.34977745 0.3073795 ] [ 0.69897887 0.3978207 0.57741563 0.4389623 0.32102395] [ 0.73025874 0.4199229 0.65609533 0.25513603 0.48932243] [ 0.84120436 0.42520842 0.62837384 0.20415453 0.45936151] [ 0.32912444 0.64037525 0.46105704 0.34213001 0.43120333] [ 0.59415538 0.53943266 0.51833642 0.43583569 0.43479612] [ 0.42797695 0.56530799 0.36005861 0.79857994 0.41575354] [ 0.26484246 0.67695359 0.3843413 0.59220444 0.45894642] [ 0.67929049 0.58094841 0.54209191 0.58891946 0.46885595] [ 0.54869434 0.42974394 0.56934788 0.38773458 0.52827316] [ 0.52854511 0.38403847 0.55833172 0.33131889 0.61319212] [ 0.74389254 0.45139547 0.39480215 0.33848671 0.39434443] [ 0.35358732 0.47307204 0.32450076 0.59754929 0.54840149] [ 0.67779798 0.55558643 0.48396852 0.31238511 0.40524749] [ 0.59942609 0.42601436 0.52269725 0.47572977 0.45136369] [ 0.38042399 0.53291793 0.64780279 0.73597788 0.41940255] [ 0.401478 0.52902277 0.5339326 0.7964062 0.54579196] [ 0.63783121 0.50116508 0.32838043 0.50360676 0.47037397] [ 0.33835524 0.49400413 0.53276822 0.5724126 0.50903502] [ 0.22292129 0.62643107 0.37224629 0.89183044 0.61133564] [ 0.31268278 0.55464944 0.58178558 0.7934876 0.52224798] [ 0.60479932 0.48809338 0.51594773 0.36839338 0.48913563] [ 0.34568848 0.48030196 0.57146188 0.65934119 0.55015944] [ 0.24359078 0.69854259 0.45429869 0.68679655 0.52321282] [ 0.80185853 0.4712064 0.39771358 0.36978957 0.38020468] [ 0.39821456 0.48182905 0.55668206 0.79461369 0.61261664] [ 0.26787316 0.62964393 0.32134156 0.54789738 0.51297759] [ 0.25651634 0.66911546 0.45348822 0.76463029 0.62592062] [ 0.57695372 0.51240975 0.42037887 0.53519353 0.38411381] [ 0.3769734 0.6762816 0.42865589 0.69799535 0.51240475] [ 0.40990917 0.52055707 0.55504958 0.45541271 0.49797247] [ 0.5191887 0.57790494 0.40697749 0.52041329 0.49904249] [ 0.41525191 0.51505274 0.47451725 0.65210179 0.6247786 ] [ 0.66770568 0.5662404 0.35984716 0.55319366 0.29350666] [ 0.14932341 0.62083617 0.42173417 0.84842543 0.61330735] [ 0.75190061 0.48647645 0.51306111 0.37720323 0.38532159] [ 0.38843524 0.67120654 0.46189923 0.62386624 0.42112424] [ 0.73452378 0.57858058 0.46410314 0.44671139 0.34050901] [ 0.5853333 0.56474708 0.46317435 0.54565838 0.38049195] [ 0.63227738 0.47288494 0.51731155 0.30999937 0.46761995] [ 0.48190743 0.64414318 0.46570472 0.46837808 0.52581245] [ 0.6618957 0.51064508 0.38998058 0.54482492 0.51712111] [ 0.4997246 0.51515798 0.41424724 0.47381116 0.52970645] [ 0.49830617 0.5906164 0.43630755 0.57931757 0.66518892] [ 0.42610385 0.6933385 0.39188761 0.73399486 0.52712681] [ 0.52564884 0.39078175 0.65069528 0.3047042 0.55634495] [ 0.57747928 0.44490097 0.6184837 0.59401257 0.35348237] [ 0.39068234 0.56265366 0.49937937 0.81326033 0.5194645 ] [ 0.75095763 0.32459423 0.64075612 0.42040228 0.34044371] [ 0.26091289 0.58554115 0.42054576 0.85720133 0.46756719] [ 0.72972352 0.58644412 0.58394538 0.23030794 0.51574278] [ 0.70635537 0.40736075 0.59571269 0.61745262 0.42052035] [ 0.31560594 0.51218773 0.53785135 0.85739753 0.65892889] [ 0.4374581 0.60983156 0.53315994 0.603496 0.48118553] [ 0.40015338 0.53112177 0.58998747 0.67913085 0.56760631] [ 0.44540745 0.6215513 0.35797686 0.65677468 0.2682104 ] [ 0.31351128 0.68466914 0.30031892 0.62184681 0.56549171] [ 0.34717772 0.56112806 0.40889303 0.75529155 0.56246014] [ 0.43347655 0.54993769 0.43253139 0.50957619 0.51661739] [ 0.37090786 0.68374012 0.40500869 0.79965526 0.57587449] [ 0.48516516 0.51936219 0.44660859 0.752713 0.49980564] [ 0.81129759 0.41376536 0.47950849 0.38386755 0.45850467] [ 0.66531346 0.54841682 0.33429142 0.49069702 0.40244587] [ 0.78738486 0.5211913 0.49783328 0.30306111 0.47644242] [ 0.76635423 0.51600897 0.48753568 0.319542 0.34569855] [ 0.25678007 0.64027184 0.42051642 0.64698805 0.45937535] [ 0.44728207 0.57549706 0.39432024 0.5798246 0.51865302] [ 0.56143257 0.62488535 0.45106956 0.56186717 0.35314099] [ 0.63439371 0.40934685 0.47534333 0.35912367 0.42685379] [ 0.76666195 0.46216429 0.40986179 0.23108061 0.25744305] [ 0.40095506 0.53867445 0.40076241 0.67474595 0.47740303] [ 0.60108446 0.43095589 0.54984126 0.5425449 0.47074301] [ 0.26688159 0.58694329 0.36282818 0.78832648 0.49081969] [ 0.64231033 0.39327173 0.52032164 0.48095075 0.30139439] [ 0.64461442 0.45364692 0.54231234 0.4994743 0.494736 ] [ 0.33488818 0.60750509 0.3927248 0.63641602 0.43207602] [ 0.60884127 0.58530553 0.54678621 0.26256487 0.44941229] [ 0.3254008 0.634788 0.36881733 0.57116423 0.46944475] [ 0.56803615 0.49332135 0.58405783 0.44101015 0.60524282] [ 0.65639283 0.49722934 0.47764206 0.39050486 0.45859345] [ 0.68778617 0.28382407 0.69631474 0.22172135 0.46266493] [ 0.63637353 0.35895282 0.51837686 0.50948661 0.34049926] [ 0.80197804 0.54726771 0.48383314 0.33658953 0.48743771] [ 0.84564628 0.41435102 0.54158468 0.26055544 0.4301142 ] [ 0.40674257 0.55711233 0.47264262 0.48587465 0.52553519] [ 0.5851864 0.4975718 0.54569589 0.42133873 0.65746687] [ 0.32498776 0.53750256 0.52613403 0.50317107 0.52723905] [ 0.71437921 0.47010227 0.64702778 0.58780105 0.44866493] [ 0.51205442 0.49874304 0.36320056 0.49816363 0.51208932] [ 0.48504015 0.57020385 0.50772548 0.47604849 0.49099359] [ 0.56912443 0.61027443 0.44880392 0.57472414 0.37638243] [ 0.53716625 0.43704832 0.39650478 0.5339774 0.58811488] [ 0.57822558 0.55797156 0.44723174 0.33402399 0.46899727] [ 0.48514477 0.60065852 0.59130298 0.48353884 0.49043617] [ 0.51107632 0.56492508 0.35349597 0.70893762 0.29734922] [ 0.41935624 0.56755922 0.39277584 0.39166324 0.42685645] [ 0.69657955 0.48863205 0.47222204 0.33971618 0.4883384 ] [ 0.3772174 0.57621613 0.61393379 0.71928681 0.4977381 ] [ 0.76580283 0.42676607 0.5205836 0.25104566 0.53986405] [ 0.73383782 0.46335997 0.52948147 0.43598897 0.52316979] [ 0.39315477 0.55264687 0.43081567 0.78030266 0.5660191 ] [ 0.64519436 0.63713861 0.51167843 0.56957487 0.46811359] [ 0.69312153 0.4928524 0.56089121 0.37853173 0.38668605] [ 0.28546428 0.61718599 0.44775105 0.67108747 0.5660023 ] [ 0.55207799 0.63662105 0.41518757 0.74658766 0.56718856] [ 0.39233843 0.68918458 0.39049796 0.58028351 0.62593956] [ 0.74408316 0.38273452 0.60545277 0.39993341 0.39809941] [ 0.5003795 0.61008148 0.49467076 0.55990523 0.56972105] [ 0.4331372 0.56003841 0.38729339 0.61728576 0.50940751] [ 0.43197365 0.58848855 0.34888674 0.56720751 0.47631799] [ 0.39507438 0.66898458 0.46428519 0.7171979 0.49194415] [ 0.69291057 0.52338176 0.49211815 0.54452368 0.41057774] [ 0.48199651 0.48629805 0.4936156 0.80804109 0.53459284] [ 0.57409377 0.48750616 0.57065195 0.34327374 0.52458211] [ 0.5123658 0.51006479 0.36230758 0.40925174 0.33131264] [ 0.37560956 0.60713371 0.50367491 0.70226402 0.65616935] [ 0.58785659 0.48334839 0.47929001 0.35761574 0.36521691] [ 0.34083763 0.47161938 0.33787845 0.78463043 0.4871609 ] Progress: 58.3% ... Training loss: 0.424 ... Validation loss: 0.697[ 0.2235905 0.64262348 0.51951199 0.83996832 0.56641904] [ 0.49609058 0.5722342 0.42491202 0.47711326 0.56808995] [ 0.4188276 0.67030176 0.37045758 0.84877729 0.47795286] [ 0.68198194 0.59281343 0.54058746 0.59419978 0.46038643] [ 0.58761739 0.52292885 0.56204282 0.66763747 0.51876792] [ 0.45006044 0.6648939 0.52710099 0.64249297 0.62565042] [ 0.77404194 0.43604039 0.60207039 0.25184976 0.4571622 ] [ 0.85308778 0.39660139 0.51759279 0.26578329 0.35658619] [ 0.66628378 0.54789323 0.33447617 0.49010022 0.402278 ] [ 0.66438845 0.50823 0.47858772 0.57340032 0.43817497] [ 0.20625255 0.65668044 0.35884865 0.76611806 0.50631482] [ 0.59150412 0.48280284 0.4875355 0.33453481 0.38849563] [ 0.36214474 0.52013886 0.47063525 0.73177475 0.64990727] [ 0.74771478 0.4728875 0.49468861 0.27461994 0.49883526] [ 0.28140562 0.5177338 0.35588495 0.85917277 0.52468567] [ 0.6999181 0.55606921 0.3812688 0.29135819 0.46185107] [ 0.30789861 0.57371137 0.47286593 0.72660106 0.43329391] [ 0.50405446 0.61348511 0.45782591 0.69116104 0.48604129] [ 0.66480595 0.37873734 0.65861054 0.44321397 0.42399145] [ 0.64291202 0.3311732 0.46732558 0.5798437 0.38668772] [ 0.86672628 0.39218506 0.53067864 0.22994675 0.35689201] [ 0.77128573 0.38390084 0.59022156 0.40883979 0.43624869] [ 0.29323564 0.51807376 0.49368584 0.71568535 0.74785295] [ 0.6915367 0.43087645 0.41734915 0.24219265 0.29294654] [ 0.53359036 0.54043033 0.49283062 0.50003091 0.35222199] [ 0.80890322 0.36446834 0.48897385 0.2147871 0.39727101] [ 0.74553707 0.57451732 0.27074911 0.42420668 0.3320144 ] [ 0.64291202 0.3311732 0.46732558 0.5798437 0.38668772] [ 0.19454737 0.62808148 0.41427346 0.84797737 0.46443248] [ 0.3493853 0.5020935 0.35589884 0.80773815 0.5360113 ] [ 0.70727739 0.40016917 0.59035491 0.53146901 0.46040884] [ 0.4256974 0.49883958 0.44616161 0.58975902 0.48874602] [ 0.59883434 0.57571883 0.49613104 0.46779844 0.47643073] [ 0.28019756 0.57108994 0.53625314 0.8700417 0.57217573] [ 0.73242056 0.44510528 0.53641769 0.39647673 0.41619293] [ 0.76808047 0.36240881 0.47403928 0.35369129 0.46177319] [ 0.83781887 0.35747102 0.52822975 0.29240687 0.45316861] [ 0.51146464 0.51959941 0.46152162 0.66656308 0.30243393] [ 0.74850275 0.45245424 0.64961796 0.30442895 0.46659608] [ 0.69941195 0.47415546 0.5422571 0.37900069 0.46915007] [ 0.51956475 0.44452777 0.45456939 0.42433591 0.38974138] [ 0.67750721 0.36945053 0.49729554 0.50881563 0.4886891 ] [ 0.74211755 0.49603645 0.41555198 0.34946068 0.32702045] [ 0.21223006 0.66088892 0.39105773 0.67909499 0.57433093] [ 0.63901905 0.42516458 0.55565776 0.60091932 0.344157 ] [ 0.236079 0.5540718 0.41149175 0.78948971 0.53839728] [ 0.72893938 0.45839463 0.44929104 0.34549058 0.3966229 ] [ 0.40662145 0.59350601 0.47915198 0.63904312 0.33367061] [ 0.40875268 0.58900592 0.39397731 0.64278872 0.40361487] [ 0.51801913 0.48782778 0.50926878 0.44039321 0.55721058] [ 0.62061306 0.47940911 0.42658981 0.55365144 0.31958687] [ 0.4301788 0.52452504 0.37035259 0.42753869 0.51876454] [ 0.58269768 0.48635594 0.47059339 0.35941377 0.55953666] [ 0.3447114 0.62001706 0.39043907 0.51142121 0.50291621] [ 0.62828102 0.56566647 0.39377027 0.38326448 0.55432507] [ 0.3356195 0.7202917 0.30597891 0.75245982 0.46585823] [ 0.51416642 0.38092882 0.48985751 0.41343517 0.49540277] [ 0.74466527 0.47230596 0.46794174 0.3139873 0.3772953 ] [ 0.44491602 0.50321876 0.58386374 0.76238417 0.48511315] [ 0.67628097 0.47595082 0.53402144 0.33875207 0.36130696] [ 0.27815563 0.54873629 0.41453048 0.87115736 0.53382767] [ 0.33714902 0.44784938 0.39911289 0.45413245 0.72795534] [ 0.63696269 0.55531782 0.4682874 0.36031906 0.47575265] [ 0.67142758 0.64311548 0.32641046 0.57157141 0.53095853] [ 0.77716037 0.40643993 0.49592529 0.24865519 0.54288859] [ 0.49406022 0.56235569 0.57301131 0.42144045 0.52555261] [ 0.72041664 0.63833438 0.38142339 0.6371178 0.53222554] [ 0.64806227 0.42662526 0.48859246 0.66042373 0.39594341] [ 0.39684516 0.4887369 0.445685 0.6523238 0.42984912] [ 0.70360839 0.40498301 0.43359372 0.31085555 0.43070676] [ 0.44835279 0.56636419 0.49455702 0.74255344 0.53233817] [ 0.69988776 0.57896664 0.40608325 0.40224921 0.41751522] [ 0.64870411 0.37999403 0.50599558 0.2890501 0.46339776] [ 0.80880202 0.40007781 0.47110881 0.2080442 0.28910183] [ 0.38580049 0.52251072 0.49473691 0.63148296 0.62928868] [ 0.63921989 0.2596804 0.59931452 0.43372847 0.47508354] [ 0.75057017 0.42074809 0.63947837 0.51154526 0.35261643] [ 0.80528792 0.37328834 0.54465104 0.27982028 0.29209112] [ 0.73148957 0.43016009 0.54719198 0.50726644 0.31924962] [ 0.5373822 0.4022944 0.43244267 0.66092019 0.418799 ] [ 0.75335805 0.49682846 0.51027708 0.24959981 0.34573924] [ 0.36220989 0.53882397 0.35078427 0.57604017 0.6008042 ] [ 0.40875268 0.58900592 0.39397731 0.64278872 0.40361487] [ 0.46765667 0.6032685 0.37734348 0.45642946 0.40325819] [ 0.63965264 0.4789829 0.49516609 0.33600136 0.45866506] [ 0.42960007 0.50535785 0.42312596 0.46280527 0.5213649 ] [ 0.3510884 0.57877861 0.48001377 0.75113683 0.50199809] [ 0.59273135 0.6398551 0.50317372 0.60807687 0.36589228] [ 0.78347396 0.49474287 0.58004391 0.50045604 0.35326387] [ 0.64471961 0.39415355 0.40790385 0.47024387 0.51324737] [ 0.58674545 0.43091479 0.57860409 0.55371382 0.34391559] [ 0.65819971 0.61280279 0.3427595 0.36027566 0.39590542] [ 0.43268856 0.6242021 0.56888584 0.56835552 0.5382115 ] [ 0.46058668 0.49416165 0.49167273 0.80255164 0.53784388] [ 0.75012221 0.38767772 0.48805079 0.25841802 0.33210865] [ 0.51442532 0.59829245 0.46886652 0.50252291 0.36524169] [ 0.54387114 0.59379226 0.41676687 0.68023547 0.45219542] [ 0.47132484 0.46348425 0.47295576 0.41687068 0.44943896] [ 0.67733878 0.47515763 0.3454747 0.39093606 0.41456028] [ 0.21065338 0.53386963 0.34334295 0.83202703 0.57495709] [ 0.2618653 0.74195737 0.36847921 0.70959141 0.42086838] [ 0.58484911 0.49770155 0.50102462 0.6581483 0.33382315] [ 0.74807393 0.53537827 0.38993171 0.33833634 0.48622183] [ 0.81284059 0.38790743 0.53692091 0.32308114 0.45082115] [ 0.59526529 0.46666836 0.57154172 0.66050688 0.48920167] [ 0.74346246 0.46643725 0.57225283 0.17604599 0.40933893] [ 0.67244382 0.37296839 0.55001608 0.48418992 0.48623077] [ 0.4189549 0.59751925 0.37804004 0.43865769 0.52543143] [ 0.23608463 0.6334128 0.36353402 0.86557252 0.52940904] [ 0.48657243 0.61145421 0.32880359 0.51387745 0.45095998] [ 0.77588028 0.45166419 0.45865769 0.35424648 0.33251906] [ 0.47826736 0.57473194 0.54002717 0.60513775 0.56279375] [ 0.82191862 0.3503223 0.53795799 0.24783407 0.43973711] [ 0.42259044 0.59394983 0.35330261 0.54972505 0.34821638] [ 0.68725741 0.43575295 0.47799692 0.35981296 0.49798697] [ 0.74988393 0.47993175 0.3543184 0.2434143 0.37801068] [ 0.56747651 0.65434935 0.31220913 0.4073133 0.35147646] [ 0.689201 0.39255532 0.38311808 0.45017687 0.54581723] [ 0.50222871 0.52982467 0.34930782 0.52782537 0.36672358] [ 0.56865576 0.64533929 0.32489743 0.60364329 0.47097541] [ 0.3447114 0.62001706 0.39043907 0.51142121 0.50291621] [ 0.45952667 0.56536615 0.3951583 0.52437118 0.58042102] [ 0.66382216 0.48434018 0.42180168 0.33038116 0.45424291] [ 0.30960843 0.531766 0.60587772 0.55151712 0.53735704] [ 0.60216107 0.54869469 0.35789947 0.43856363 0.45424319] [ 0.73242056 0.44510528 0.53641769 0.39647673 0.41619293] [ 0.73810153 0.47459576 0.58119054 0.42645135 0.35190797] [ 0.66350054 0.47503009 0.48764409 0.54265923 0.40526843] Progress: 58.4% ... Training loss: 0.423 ... Validation loss: 0.696[ 0.26227178 0.67617563 0.37235532 0.72016474 0.43942164] [ 0.21178323 0.61737207 0.33145409 0.70657987 0.48089759] [ 0.77548042 0.36015159 0.51162987 0.20397413 0.44169514] [ 0.37215831 0.58320347 0.44184335 0.76926961 0.38646757] [ 0.51331733 0.47540469 0.52123679 0.49332411 0.43738987] [ 0.65080838 0.44904589 0.64693288 0.67023393 0.39144708] [ 0.14957959 0.60855309 0.41664186 0.91485703 0.66880831] [ 0.52874272 0.55646769 0.47107842 0.77366492 0.47355625] [ 0.75714666 0.40044943 0.54440152 0.59391731 0.3784031 ] [ 0.69469231 0.46986401 0.60118155 0.33081943 0.35443474] [ 0.2947546 0.56215214 0.51791026 0.72457732 0.49925406] [ 0.21764435 0.71477923 0.44694765 0.8143664 0.58763635] [ 0.2108697 0.6238565 0.4322966 0.79752047 0.50284432] [ 0.76424682 0.36930313 0.69620187 0.44225353 0.42865589] [ 0.71200627 0.58543977 0.42413945 0.34753856 0.33885363] [ 0.56828439 0.46718188 0.45175481 0.4880775 0.39212179] [ 0.64793236 0.37644052 0.50645552 0.50464232 0.33309986] [ 0.52648148 0.48642994 0.527368 0.24961982 0.39946309] [ 0.34257064 0.49643561 0.50675924 0.52115411 0.6198399 ] [ 0.3270722 0.62081083 0.39132612 0.65179016 0.43287866] [ 0.55001697 0.65011855 0.38321686 0.47843366 0.34928141] [ 0.35550225 0.61285296 0.44595845 0.73488139 0.36519191] [ 0.61966683 0.4747204 0.49336453 0.35491073 0.4604195 ] [ 0.75729485 0.36824894 0.37429457 0.17591385 0.37465291] [ 0.54438929 0.59029873 0.4560422 0.53754894 0.4612381 ] [ 0.54248479 0.61780718 0.51556485 0.55937126 0.44782442] [ 0.29734344 0.63291781 0.42164435 0.79759521 0.43855153] [ 0.40084909 0.55627085 0.40431639 0.72695187 0.36171162] [ 0.4321268 0.62384363 0.45725628 0.62278018 0.59525746] [ 0.78409634 0.52970628 0.49319947 0.33130858 0.43524414] [ 0.41700375 0.51454086 0.47843005 0.8340692 0.53616551] [ 0.74009451 0.43609563 0.58175383 0.59594037 0.42530666] [ 0.48282277 0.62491756 0.38860201 0.55339224 0.38783548] [ 0.65826699 0.45704376 0.5327718 0.47243816 0.5121366 ] [ 0.30452939 0.54942687 0.39686372 0.72270778 0.51004198] [ 0.13971659 0.70507026 0.33213705 0.82591326 0.59121941] [ 0.34042637 0.54000142 0.4433819 0.67128499 0.52822038] [ 0.66699763 0.57266318 0.51025573 0.45536564 0.58223044] [ 0.68678476 0.28409079 0.69621099 0.22216452 0.46275451] [ 0.80371223 0.54061554 0.48337816 0.19743366 0.48294489] [ 0.71829507 0.4340239 0.61652562 0.20173343 0.4926314 ] [ 0.26688685 0.69918554 0.42524362 0.70562206 0.54688306] [ 0.61988449 0.47215017 0.49631 0.62405661 0.43797918] [ 0.28404264 0.67871393 0.47880827 0.61367354 0.50425107] [ 0.48180878 0.52508132 0.47642215 0.62608368 0.41972643] [ 0.53726148 0.50454802 0.35796439 0.48703403 0.39764355] [ 0.29380202 0.51791521 0.49376321 0.71518686 0.7478258 ] [ 0.46567146 0.51889714 0.58001693 0.77796409 0.62337248] [ 0.25257666 0.61934509 0.45652063 0.86373004 0.53799322] [ 0.64823148 0.60442821 0.41477027 0.42425763 0.3994223 ] [ 0.8009908 0.3231054 0.48585084 0.24510174 0.32054584] [ 0.43008312 0.69022216 0.35040381 0.5245703 0.39589176] [ 0.52186438 0.72940936 0.28042631 0.67612761 0.51422987] [ 0.32774202 0.68905757 0.44347387 0.6458074 0.54678045] [ 0.54081009 0.58484937 0.5232807 0.5161294 0.3876623 ] [ 0.79243202 0.38836989 0.54791234 0.17424613 0.4499013 ] [ 0.57372026 0.63652776 0.39174225 0.5557766 0.37319819] [ 0.50080153 0.50097804 0.27952755 0.51539598 0.29522308] [ 0.73270292 0.44401735 0.54247772 0.55785287 0.37736838] [ 0.64219823 0.68000217 0.42880812 0.56755763 0.46471454] [ 0.467624 0.60333044 0.37731625 0.45638017 0.40328769] [ 0.45453188 0.5788472 0.49515526 0.68793853 0.50026799] [ 0.69540468 0.52580665 0.51576327 0.53913846 0.37079825] [ 0.39948775 0.42611873 0.51164418 0.64362368 0.69298082] [ 0.8547153 0.39271387 0.41011345 0.28731354 0.33121188] [ 0.18972724 0.77118633 0.41300823 0.79083839 0.5037338 ] [ 0.44836314 0.54226249 0.46901441 0.471907 0.41548637] [ 0.78463535 0.37949246 0.63401484 0.5635854 0.3680683 ] [ 0.75914339 0.52300303 0.49872886 0.31024796 0.39392451] [ 0.80186643 0.49486157 0.56036383 0.22417647 0.4291424 ] [ 0.38623477 0.66344271 0.32152505 0.75939767 0.50707832] [ 0.77384881 0.36687101 0.64643812 0.34020832 0.45844189] [ 0.78896009 0.36773916 0.70805362 0.15903519 0.43692172] [ 0.70040086 0.48663845 0.57923547 0.24009069 0.56800392] [ 0.53769204 0.50998113 0.42680601 0.45647714 0.50588935] [ 0.49560929 0.40284335 0.41818414 0.51195675 0.60579113] [ 0.4897715 0.50853122 0.41484167 0.70964714 0.46327701] [ 0.47027201 0.46394966 0.47276597 0.41750431 0.4496004 ] [ 0.46450382 0.55742745 0.52523856 0.70322434 0.5404686 ] [ 0.75266628 0.43447554 0.43703559 0.38058339 0.51152125] [ 0.73467367 0.46293452 0.52963843 0.43527948 0.52303495] [ 0.4181168 0.67079716 0.37022651 0.84882321 0.47820571] [ 0.42288662 0.46898946 0.43552098 0.79787625 0.51868227] [ 0.84990695 0.28923958 0.60570203 0.18823699 0.36903209] [ 0.77508635 0.34728298 0.63312938 0.21615066 0.44628195] [ 0.70775824 0.36194494 0.44323156 0.32417145 0.36824832] [ 0.24515061 0.64439602 0.35170444 0.70708176 0.53907943] [ 0.64382347 0.52574843 0.53395727 0.66435047 0.44966983] [ 0.46253556 0.5104185 0.39799588 0.62953016 0.53707849] [ 0.24533236 0.68258316 0.41974222 0.73720371 0.59020165] [ 0.79968052 0.47632305 0.41794927 0.41185519 0.43708477] [ 0.50158306 0.54057709 0.43502647 0.52828854 0.48905565] [ 0.51751283 0.40012366 0.48287911 0.57076845 0.61649001] [ 0.74200165 0.54981234 0.49115909 0.4858724 0.43204853] [ 0.77186608 0.40390221 0.56138648 0.32348424 0.46783684] [ 0.69419723 0.50099114 0.5232589 0.50324687 0.41290419] [ 0.29539318 0.64038165 0.44817014 0.78246533 0.38876401] [ 0.53109414 0.59638785 0.27806027 0.59489742 0.4901596 ] [ 0.37620977 0.60309832 0.35273378 0.67986491 0.55423631] [ 0.58500513 0.39731881 0.67588233 0.7208867 0.46447364] [ 0.50316427 0.53441419 0.48999974 0.71893017 0.40413759] [ 0.31097212 0.68634663 0.49731786 0.7881958 0.66951605] [ 0.5144475 0.47070718 0.44081295 0.80027187 0.46906687] [ 0.24623798 0.66630166 0.43336055 0.60409827 0.49405528] [ 0.26180025 0.62152302 0.44815771 0.84707812 0.58556088] [ 0.3969363 0.64396051 0.50665395 0.73781774 0.56900593] [ 0.43525631 0.5752271 0.31300068 0.63767248 0.43590657] [ 0.66154024 0.35531425 0.61066261 0.38388018 0.58785283] [ 0.31132566 0.60101984 0.44004578 0.63199809 0.53784811] [ 0.74899259 0.45617674 0.537339 0.4377571 0.3987194 ] [ 0.65477429 0.44204558 0.55720063 0.44896192 0.50057642] [ 0.63852809 0.56905712 0.50692438 0.52442947 0.48408327] [ 0.71324361 0.41247432 0.54087909 0.46963527 0.41401625] [ 0.68172055 0.52021682 0.54534456 0.43101047 0.38075593] [ 0.73227292 0.41535006 0.56128431 0.47486748 0.44822525] [ 0.70180524 0.62910466 0.48572661 0.49932229 0.5024197 ] [ 0.29479529 0.57090188 0.49643657 0.60113245 0.52719336] [ 0.71142788 0.36947486 0.47530771 0.4280307 0.44669804] [ 0.61742658 0.31477422 0.62304378 0.62423332 0.53923639] [ 0.77162861 0.53473995 0.32716695 0.29093557 0.32365624] [ 0.27127179 0.68464937 0.40390485 0.66722955 0.43256461] [ 0.61149844 0.48001797 0.37882022 0.41787162 0.41991027] [ 0.48450896 0.62487037 0.33650745 0.60114956 0.51849668] [ 0.65293765 0.45516489 0.48297703 0.33622204 0.4394866 ] [ 0.66623319 0.4032242 0.5554777 0.71427794 0.46262274] [ 0.56121849 0.36040803 0.53886152 0.6509029 0.56798629] [ 0.73685118 0.3988498 0.64188653 0.2793012 0.51172677] [ 0.71361792 0.49576508 0.49583698 0.38370971 0.52763414] Progress: 58.4% ... Training loss: 0.423 ... Validation loss: 0.694[ 0.69385147 0.53133747 0.4604148 0.36848024 0.40445929] [ 0.60344031 0.48645905 0.50431158 0.61021854 0.3896482 ] [ 0.58929876 0.4892502 0.35111795 0.39361828 0.30543721] [ 0.48125427 0.64360581 0.51761023 0.43995998 0.47536577] [ 0.76430434 0.55209279 0.35532415 0.44226231 0.3369648 ] [ 0.45259571 0.55462832 0.41536933 0.59936776 0.51533584] [ 0.62285418 0.46932832 0.5235599 0.62120904 0.31858141] [ 0.7885772 0.48856187 0.3543183 0.23026482 0.33010137] [ 0.49070314 0.55816129 0.44144446 0.6501971 0.65468263] [ 0.4442491 0.54351701 0.49149678 0.52138532 0.48411473] [ 0.56219233 0.50253879 0.45421673 0.45661797 0.4365893 ] [ 0.79619384 0.36654282 0.55995495 0.23921495 0.42032743] [ 0.27255533 0.5925139 0.37678854 0.87625052 0.50386955] [ 0.33068212 0.57911529 0.46970868 0.65760571 0.41561459] [ 0.57511164 0.46588668 0.52100159 0.35781772 0.41748171] [ 0.38677872 0.63954884 0.4150839 0.53743906 0.44079871] [ 0.76925222 0.44669231 0.38662105 0.46879772 0.45387707] [ 0.64409991 0.46110623 0.45088721 0.46376531 0.5792169 ] [ 0.56528374 0.62388195 0.4085305 0.33067548 0.43337566] [ 0.52536219 0.6790603 0.3517455 0.47359409 0.57570078] [ 0.77303823 0.40193529 0.53451428 0.15206481 0.34202759] [ 0.40135749 0.59653745 0.41397834 0.60625815 0.48871975] [ 0.39766611 0.59814239 0.32071473 0.6608244 0.3928784 ] [ 0.76774865 0.43566797 0.51924082 0.28232687 0.48944479] [ 0.32891707 0.75299687 0.39199825 0.72938123 0.57568605] [ 0.74813634 0.40975599 0.42291464 0.23537124 0.39397708] [ 0.2680568 0.53511988 0.38989545 0.82225827 0.50321104] [ 0.75563193 0.42790756 0.58172121 0.22200663 0.51551107] [ 0.39725523 0.62745927 0.45140847 0.59561938 0.48720862] [ 0.55721595 0.53067178 0.50542352 0.42287032 0.39364442] [ 0.5411417 0.51015171 0.3382226 0.39626555 0.45517254] [ 0.48271425 0.61733431 0.31977783 0.56684092 0.41115546] [ 0.44036659 0.47759857 0.58387746 0.60154699 0.63664418] [ 0.41570664 0.66424743 0.43248426 0.5284793 0.37202268] [ 0.43541342 0.68593755 0.35264576 0.62216223 0.3517367 ] [ 0.74874632 0.52824443 0.37486145 0.32838135 0.30992351] [ 0.56358968 0.44620696 0.47876238 0.31897119 0.29660513] [ 0.75040456 0.41541426 0.59234065 0.28185497 0.4310046 ] [ 0.1353969 0.69958803 0.45547649 0.77327308 0.69399171] [ 0.46337011 0.65433107 0.40134384 0.67046477 0.41978194] [ 0.18890035 0.61218117 0.42565225 0.70251047 0.56794467] [ 0.47325672 0.49270109 0.47458081 0.58425604 0.34723291] [ 0.53648355 0.54390725 0.42521644 0.81279165 0.53356974] [ 0.4807591 0.5750536 0.54778061 0.55137789 0.56821682] [ 0.49718922 0.57886617 0.51776521 0.74386528 0.62313324] [ 0.64921759 0.55023234 0.47527735 0.56895141 0.52389656] [ 0.55424653 0.52237805 0.49212682 0.75728835 0.42505737] [ 0.71581529 0.44895502 0.32964677 0.23601739 0.31004485] [ 0.32808948 0.58131224 0.42067789 0.64263285 0.4247674 ] [ 0.47247168 0.64164825 0.33242357 0.55931618 0.40427377] [ 0.40407125 0.55001383 0.53828221 0.63627698 0.47341586] [ 0.5075337 0.56324938 0.46382501 0.55899487 0.56056469] [ 0.71503872 0.66646548 0.35044842 0.52617392 0.37896167] [ 0.7416368 0.53942122 0.58054465 0.45067304 0.39573289] [ 0.63773197 0.56931329 0.45242551 0.53257072 0.37869099] [ 0.61730363 0.41528686 0.53669278 0.27028835 0.55941224] [ 0.23194807 0.49786463 0.37988413 0.86425808 0.54785711] [ 0.53681307 0.35579993 0.5408609 0.68503615 0.52642303] [ 0.48055538 0.52051992 0.45240047 0.34135485 0.46239887] [ 0.42404525 0.6123146 0.54101123 0.49873688 0.37778867] [ 0.62944229 0.61312187 0.45042638 0.4768843 0.39223021] [ 0.54596288 0.59092776 0.5609393 0.42887851 0.43618317] [ 0.67573862 0.4037338 0.44770871 0.50337718 0.30372569] [ 0.59737003 0.57626248 0.40837097 0.65521011 0.35012706] [ 0.87829774 0.32185683 0.59288367 0.23267239 0.38549001] [ 0.47896041 0.62553816 0.36370222 0.5824222 0.30028732] [ 0.46163545 0.54980779 0.4778353 0.61085698 0.53816526] [ 0.41208526 0.48242414 0.52468392 0.50174108 0.60089563] [ 0.43044806 0.60535422 0.48728031 0.75947526 0.60339601] [ 0.59960394 0.48133675 0.52818636 0.56129365 0.529655 ] [ 0.40749913 0.55680303 0.47275763 0.48535423 0.52544709] [ 0.36429848 0.52338814 0.43425899 0.69026893 0.6299323 ] [ 0.2738076 0.62275318 0.33363228 0.79467563 0.51414365] [ 0.52393554 0.4382666 0.50235426 0.20639638 0.50401622] [ 0.71394053 0.61660786 0.5002113 0.51135123 0.40843831] [ 0.63484881 0.4990632 0.44827528 0.43721713 0.41567725] [ 0.89082032 0.39619122 0.60957964 0.13781595 0.28732413] [ 0.35045373 0.5725609 0.32884513 0.63745208 0.43719465] [ 0.44598423 0.69199823 0.4698003 0.56332447 0.41813896] [ 0.537178 0.56835867 0.45898685 0.32988729 0.40620154] [ 0.44269149 0.60729392 0.57677564 0.56884031 0.50876562] [ 0.847986 0.44339521 0.49277563 0.18831087 0.39611831] [ 0.40450298 0.62482116 0.47839262 0.5137813 0.60179087] [ 0.465049 0.53798059 0.35513241 0.49194484 0.54482766] [ 0.44386355 0.54847098 0.54161393 0.53081196 0.45313503] [ 0.40472635 0.58079726 0.47466739 0.69280874 0.54908661] [ 0.77465027 0.45840289 0.45814178 0.25938696 0.40745539] [ 0.81192251 0.45157215 0.56545431 0.43505036 0.41522853] [ 0.24375983 0.59867478 0.46322986 0.77516585 0.52810578] [ 0.67261726 0.49543077 0.49595515 0.38327613 0.45538104] [ 0.3182476 0.4858299 0.45377997 0.68066001 0.47741886] [ 0.58353283 0.48580615 0.46281243 0.54692488 0.35443649] [ 0.78050942 0.49887874 0.48186949 0.25195327 0.25627837] [ 0.80741371 0.37694948 0.57125575 0.19112481 0.42074168] [ 0.86387264 0.37420987 0.43382888 0.29134559 0.38774482] [ 0.80405177 0.48426423 0.60141888 0.38157067 0.37703855] [ 0.35352135 0.701697 0.31995624 0.7130132 0.50915734] [ 0.48542415 0.61586694 0.48187742 0.59389572 0.59853633] [ 0.44039516 0.53824099 0.59665243 0.72450014 0.46451394] [ 0.58931607 0.45908672 0.34238268 0.49905413 0.34688769] [ 0.2270808 0.64348983 0.48078447 0.62425253 0.60826805] [ 0.33831506 0.64146441 0.3510548 0.40544998 0.59414546] [ 0.68785681 0.49651756 0.34389562 0.18716834 0.25872993] [ 0.5654917 0.4343429 0.53225267 0.45135243 0.51846447] [ 0.68422921 0.46322805 0.38912389 0.3094972 0.43047834] [ 0.6260319 0.39588725 0.54190542 0.33548737 0.62866197] [ 0.48208956 0.40040785 0.48150765 0.74622997 0.42794428] [ 0.65183741 0.31013914 0.47120797 0.60293551 0.29829525] [ 0.80771256 0.40106854 0.57105664 0.32985888 0.34566836] [ 0.78883546 0.38469697 0.66360924 0.18719275 0.44050542] [ 0.2878416 0.75082922 0.30561258 0.8190112 0.59785407] [ 0.56318167 0.45337419 0.48321997 0.73253327 0.42708766] [ 0.3431353 0.57767987 0.37986756 0.6197371 0.51484132] [ 0.57163294 0.51051621 0.59339936 0.36809167 0.42085975] [ 0.56156521 0.52359227 0.55560772 0.50143787 0.38605841] [ 0.51340038 0.47548445 0.52118854 0.49325522 0.43744607] [ 0.50268029 0.52704942 0.52822767 0.71357112 0.5636038 ] [ 0.4521001 0.55067186 0.49469927 0.54380849 0.65007336] [ 0.57380523 0.527499 0.39878902 0.702613 0.45198809] [ 0.7316781 0.43026505 0.61050691 0.63641856 0.39557262] [ 0.18478186 0.65653237 0.4486162 0.79237141 0.47793336] [ 0.63107219 0.67208787 0.43477111 0.46898462 0.45467293] [ 0.56542607 0.52746592 0.59613996 0.55859806 0.55576638] [ 0.83879189 0.31825076 0.59989078 0.16953832 0.38209137] [ 0.3419819 0.58805554 0.42624757 0.77568744 0.58014949] [ 0.41594032 0.572349 0.50735814 0.5924185 0.62860549] [ 0.58390526 0.5223192 0.48259203 0.47302355 0.5632348 ] [ 0.63862206 0.4113266 0.49502761 0.62077814 0.34912822] Progress: 58.5% ... Training loss: 0.423 ... Validation loss: 0.692[ 0.53158035 0.53364445 0.49726094 0.49362233 0.57473042] [ 0.28845914 0.63387525 0.37561246 0.70872609 0.41801731] [ 0.3157315 0.51631578 0.40361194 0.56734402 0.37541251] [ 0.58530119 0.59192959 0.48281456 0.51172959 0.42099479] [ 0.69336098 0.51793559 0.42533515 0.37238737 0.41079671] [ 0.31935727 0.68869533 0.43973685 0.59747705 0.37945822] [ 0.56691145 0.50917805 0.54876573 0.38707995 0.43029624] [ 0.47188467 0.48455728 0.53357889 0.34180472 0.50475369] [ 0.50717224 0.6001485 0.52744673 0.62970449 0.46081254] [ 0.71333145 0.41734519 0.4281191 0.53314386 0.28659647] [ 0.46426682 0.51668075 0.46668087 0.3090162 0.5131605 ] [ 0.73447307 0.37487467 0.61490239 0.23522001 0.45986517] [ 0.17179695 0.71957648 0.35978882 0.71685474 0.53865448] [ 0.51476874 0.63840184 0.38487946 0.57678042 0.47026391] [ 0.30314429 0.65256455 0.5375012 0.6757558 0.63193793] [ 0.49549346 0.5390091 0.50202725 0.55516136 0.445749 ] [ 0.64706661 0.46671791 0.59166448 0.70111498 0.41387593] [ 0.86795258 0.27800474 0.59982791 0.13334863 0.3389404 ] [ 0.70670338 0.43216015 0.48165135 0.33029068 0.41333607] [ 0.46485381 0.51630734 0.5134583 0.76422733 0.57521655] [ 0.60939308 0.63621873 0.51094715 0.39577546 0.5429271 ] [ 0.5109877 0.58851719 0.4460525 0.73995 0.29178217] [ 0.56786249 0.63313145 0.4165153 0.47397611 0.49635516] [ 0.52084212 0.53983134 0.40883581 0.57159562 0.46482899] [ 0.40390113 0.54825292 0.47500129 0.79686513 0.51140512] [ 0.44626052 0.48845771 0.5705065 0.6446801 0.45601284] [ 0.34640487 0.57999052 0.45898088 0.75968397 0.409227 ] [ 0.74839881 0.46534781 0.59773745 0.50681988 0.40969386] [ 0.2968872 0.54636653 0.40794137 0.6859328 0.52370186] [ 0.58170565 0.51846227 0.56464564 0.71234127 0.49914008] [ 0.54965096 0.51782815 0.57870287 0.4821651 0.53250397] [ 0.4915042 0.62174665 0.61691482 0.60512634 0.58762366] [ 0.44952787 0.52964432 0.54778259 0.83056256 0.63369429] [ 0.68403721 0.48279806 0.49395308 0.33310315 0.42139341] [ 0.27081746 0.5486734 0.43447917 0.74958519 0.6807683 ] [ 0.75030253 0.55701735 0.39951552 0.32572955 0.29529252] [ 0.54066966 0.52140234 0.57927172 0.65063441 0.38694183] [ 0.59464052 0.51106353 0.32298018 0.30473604 0.31496477] [ 0.61360195 0.53128445 0.39700228 0.43301076 0.48071594] [ 0.15207393 0.73373197 0.31453024 0.71031913 0.53960358] [ 0.65315459 0.49118349 0.55515214 0.55326325 0.36594655] [ 0.29654448 0.55625247 0.38406387 0.70060363 0.57533964] [ 0.72004405 0.5441266 0.56953661 0.25900706 0.44051989] [ 0.71199096 0.46567851 0.35150438 0.21736472 0.32575593] [ 0.45630995 0.58680705 0.47970209 0.78317413 0.60323378] [ 0.66210774 0.47414918 0.44956422 0.21011778 0.2742537 ] [ 0.65785196 0.28663039 0.48965495 0.29855731 0.45199604] [ 0.82480207 0.40797053 0.58249802 0.24686216 0.38073915] [ 0.43428953 0.65913323 0.38945864 0.63050193 0.39133284] [ 0.64739127 0.61313522 0.3486406 0.46773188 0.41381784] [ 0.36544929 0.64639535 0.35394022 0.7715215 0.45981353] [ 0.36413599 0.51707097 0.56177144 0.69519853 0.37692097] [ 0.7042983 0.57479809 0.56332731 0.40719221 0.47152768] [ 0.89439387 0.40765036 0.54104731 0.13574785 0.37593991] [ 0.63283999 0.66694569 0.33281648 0.56978462 0.44273246] [ 0.48020282 0.57736301 0.47953575 0.34130272 0.65970107] [ 0.31056038 0.70808322 0.37930175 0.59431512 0.4538016 ] [ 0.73192784 0.36275613 0.61491833 0.62634876 0.38740741] [ 0.66500092 0.56723037 0.33632933 0.37216627 0.37785297] [ 0.50616762 0.56255436 0.38130299 0.51744805 0.41630169] [ 0.37665352 0.50118276 0.45471071 0.43284534 0.59922499] [ 0.6186652 0.57216834 0.53369423 0.4879038 0.49092453] [ 0.65439838 0.41839153 0.52465853 0.46294291 0.52076807] [ 0.4657088 0.51005964 0.38887403 0.62481145 0.38679305] [ 0.28971664 0.58099784 0.38125759 0.79430754 0.44849392] [ 0.67972305 0.56610622 0.48458249 0.54296939 0.34661283] [ 0.76456374 0.29840466 0.36791304 0.20851249 0.28819754] [ 0.65258009 0.5358972 0.45356734 0.53681462 0.54298298] [ 0.61578723 0.47508404 0.49367665 0.56466117 0.41404577] [ 0.45317931 0.64472681 0.30290653 0.63568562 0.41509765] [ 0.61429362 0.51082613 0.60162385 0.37042857 0.34909309] [ 0.31938887 0.66746278 0.3958317 0.68619953 0.40662014] [ 0.24528504 0.66730278 0.43286209 0.60489959 0.49453985] [ 0.85864109 0.4215334 0.47629057 0.31951942 0.33941282] [ 0.26606712 0.66545826 0.49660619 0.73369833 0.55419948] [ 0.43449427 0.61724146 0.46715899 0.61592452 0.55239266] [ 0.37200907 0.71637939 0.35571678 0.72447266 0.37958459] [ 0.47245047 0.55390391 0.4507675 0.49252283 0.49747866] [ 0.68997318 0.36103425 0.48618232 0.32452419 0.43892832] [ 0.80245256 0.43512883 0.61945671 0.56054265 0.35866675] [ 0.61891235 0.43712159 0.40088429 0.27298031 0.3982644 ] [ 0.49269746 0.6927869 0.41761789 0.5353671 0.43846455] [ 0.46522133 0.53808424 0.42677687 0.41214146 0.54355512] [ 0.46608219 0.55995551 0.48060248 0.65010348 0.49042232] [ 0.49204671 0.59458103 0.34427784 0.60266917 0.45983119] [ 0.21298667 0.73118156 0.38738126 0.71426122 0.47323124] [ 0.71845255 0.56730492 0.48653266 0.36085816 0.33439035] [ 0.60997676 0.53435173 0.50189214 0.52338217 0.35403037] [ 0.26648929 0.53640619 0.38937662 0.82285615 0.50371051] [ 0.5956156 0.40444027 0.49630058 0.37173934 0.57553346] [ 0.47250736 0.47441058 0.43288753 0.65271511 0.40299792] [ 0.62686675 0.49937949 0.43633864 0.51920199 0.58783581] [ 0.27671683 0.57466912 0.310173 0.80045156 0.43639469] [ 0.61055989 0.5727998 0.40813055 0.27196036 0.37788461] [ 0.79235259 0.32076659 0.56933819 0.26502092 0.50636375] [ 0.4343967 0.57992471 0.50925625 0.81474858 0.61562303] [ 0.81316511 0.4041308 0.58543754 0.23831245 0.41607815] [ 0.74570171 0.49365504 0.53237362 0.15386359 0.34707144] [ 0.47444009 0.51741162 0.45470826 0.52839101 0.60670834] [ 0.75418184 0.50602658 0.43270544 0.2475742 0.38874358] [ 0.3898194 0.51094764 0.40714751 0.70263228 0.39400035] [ 0.377382 0.64246351 0.42562394 0.69477416 0.32901926] [ 0.35638127 0.50422552 0.47165987 0.81000294 0.58757223] [ 0.66667639 0.5492611 0.50495523 0.46370292 0.43003802] [ 0.67490558 0.45863004 0.69649705 0.44604391 0.4400576 ] [ 0.2999075 0.59808049 0.50352107 0.69952847 0.45412824] [ 0.56244554 0.50626649 0.42397011 0.42226561 0.38641211] [ 0.72282077 0.32709983 0.62429439 0.48101509 0.44352378] [ 0.61057254 0.43467582 0.64370168 0.5762968 0.54792548] [ 0.62720758 0.65415384 0.4168824 0.57517205 0.43865866] [ 0.72356903 0.32452207 0.59624473 0.50900388 0.42556923] [ 0.37461656 0.57201618 0.49522035 0.72921028 0.57501338] [ 0.6649034 0.54891358 0.33404717 0.49066594 0.40272492] [ 0.72366327 0.41294631 0.55824034 0.31085867 0.3672539 ] [ 0.50499811 0.45300985 0.55129997 0.35854156 0.64012193] [ 0.64131126 0.49405872 0.53158603 0.340122 0.40487907] [ 0.35075098 0.67605237 0.4406122 0.66382098 0.51065818] [ 0.41961576 0.67558082 0.54497662 0.67757837 0.44893918] [ 0.40499126 0.66922208 0.30963148 0.60740076 0.33683641] [ 0.41451878 0.67271655 0.36930827 0.84980405 0.4791394 ] [ 0.76945435 0.33265111 0.53176723 0.17872507 0.38530265] [ 0.31990038 0.56518497 0.52840787 0.78668439 0.58826528] [ 0.81820609 0.39874952 0.49750804 0.25176684 0.45360519] [ 0.55030502 0.55093163 0.28612716 0.43825454 0.43195033] [ 0.84228713 0.47708216 0.54695061 0.27285685 0.37303768] [ 0.45398279 0.53163977 0.44202036 0.4994667 0.35471669] [ 0.80797057 0.4008731 0.57115598 0.32968736 0.34558398] [ 0.60260395 0.51473479 0.45364296 0.4129037 0.50102629] Progress: 58.5% ... Training loss: 0.423 ... Validation loss: 0.692[ 0.39424334 0.67380197 0.29037097 0.63995962 0.52523951] [ 0.42392078 0.59264784 0.41755344 0.7477558 0.35927884] [ 0.31984367 0.56519004 0.52839213 0.78667923 0.58829006] [ 0.74381948 0.38226292 0.6109913 0.580543 0.426275 ] [ 0.62317369 0.57488376 0.39500718 0.33620505 0.34249842] [ 0.27782712 0.58473398 0.51987339 0.71427134 0.52769364] [ 0.76923986 0.35516382 0.5762311 0.23683197 0.46576853] [ 0.32015617 0.60900938 0.38794524 0.80518986 0.6685073 ] [ 0.59970251 0.36787658 0.60448247 0.67637763 0.52767776] [ 0.59105797 0.42671453 0.48965833 0.67952823 0.36858318] [ 0.47511292 0.53234902 0.491426 0.50747433 0.4416304 ] [ 0.28788239 0.73720772 0.37429505 0.77341029 0.38768376] [ 0.3030124 0.69076759 0.44143876 0.71023505 0.44932864] [ 0.66962206 0.49401959 0.38052063 0.27232916 0.37359604] [ 0.4395875 0.37069426 0.57195835 0.73266279 0.40757605] [ 0.65794587 0.40304887 0.41065099 0.29726117 0.58226721] [ 0.65794587 0.40304887 0.41065099 0.29726117 0.58226721] [ 0.25239649 0.68375808 0.38788104 0.78507918 0.4467624 ] [ 0.49411617 0.4097916 0.49595871 0.63301186 0.42538529] [ 0.79557676 0.39560132 0.55245463 0.3373465 0.39742451] [ 0.41845382 0.50452469 0.52455383 0.58259954 0.58486334] [ 0.38350946 0.65220968 0.2799192 0.69495915 0.40903409] [ 0.31924968 0.57332447 0.45938318 0.73833883 0.4949906 ] [ 0.20518452 0.73363619 0.30118959 0.74351902 0.46295639] [ 0.46812154 0.52882897 0.46673677 0.55664262 0.45363955] [ 0.40699756 0.72451044 0.30597987 0.63923566 0.45253969] [ 0.5830219 0.60075961 0.48321501 0.55140145 0.47014917] [ 0.53307278 0.54919291 0.39032342 0.39624108 0.42970227] [ 0.41094575 0.54733316 0.4635903 0.70575932 0.36026519] [ 0.39074215 0.55017559 0.33437484 0.78875748 0.39195284] [ 0.4501937 0.57111722 0.54795786 0.33685458 0.51191392] [ 0.22573589 0.64458083 0.48026264 0.62531891 0.60871232] [ 0.72341899 0.47936151 0.47287952 0.22565266 0.39138416] [ 0.67111178 0.44878225 0.4507713 0.29285768 0.36727003] [ 0.6028484 0.68206531 0.42948039 0.56562255 0.36804483] [ 0.26306543 0.68667735 0.28848749 0.8380718 0.49015598] [ 0.5874737 0.41414535 0.57323912 0.56637306 0.5618723 ] [ 0.35912196 0.59487088 0.48037247 0.67162137 0.52490538] [ 0.50176151 0.47662703 0.58312257 0.3668232 0.41412752] [ 0.68797218 0.42991306 0.59675666 0.43324869 0.41972521] [ 0.69728555 0.51680906 0.37878297 0.28527212 0.33317319] [ 0.40086645 0.51531164 0.61897396 0.6345767 0.55105003] [ 0.44280272 0.58743366 0.5081885 0.48124228 0.37032659] [ 0.52636945 0.48364816 0.41753514 0.39970311 0.51298701] [ 0.51149409 0.45787465 0.52635264 0.4081303 0.46255703] [ 0.60812081 0.5323809 0.51348815 0.45713009 0.6182021 ] [ 0.63763485 0.51469641 0.53933882 0.42037759 0.35560913] [ 0.30292079 0.68829401 0.31544337 0.82873563 0.48829175] [ 0.73039478 0.48519101 0.6693783 0.37273132 0.44639507] [ 0.37342636 0.67959541 0.38980262 0.50221736 0.49380272] [ 0.60804415 0.50047713 0.51464257 0.38221111 0.63377761] [ 0.73891084 0.56013297 0.50028141 0.48926886 0.40533362] [ 0.39642696 0.658713 0.41429798 0.64040924 0.42010128] [ 0.41497726 0.67246255 0.36940933 0.84964113 0.47904854] [ 0.44634613 0.42085637 0.52195049 0.67620803 0.46220124] [ 0.40494641 0.51852336 0.56176208 0.6685792 0.50435008] [ 0.7378721 0.26659328 0.54546502 0.18061558 0.38309014] [ 0.40911955 0.44883666 0.46701202 0.84235507 0.60038647] [ 0.69447275 0.34713638 0.57183663 0.61331668 0.4412428 ] [ 0.68755186 0.5045125 0.36542598 0.39566738 0.35827678] [ 0.20901045 0.60933544 0.37707295 0.81223052 0.61739797] [ 0.79578126 0.47858414 0.33860085 0.3624448 0.32556436] [ 0.59795064 0.45589296 0.55545602 0.54554089 0.40609948] [ 0.64685846 0.48430357 0.54846273 0.37564911 0.55602411] [ 0.41110266 0.57394677 0.3472411 0.4572946 0.50251958] [ 0.22675845 0.60291702 0.42011331 0.65121286 0.55812928] [ 0.46604012 0.6417945 0.50392143 0.6570748 0.45340136] [ 0.71846725 0.29041598 0.60539274 0.22787465 0.41348899] [ 0.62027035 0.62332332 0.24626006 0.48637429 0.26286513] [ 0.77745769 0.42467579 0.58322487 0.26847231 0.40317727] [ 0.48155612 0.58652188 0.36816906 0.47279378 0.4448271 ] [ 0.35139856 0.64587712 0.47309839 0.72476723 0.56367981] [ 0.50514295 0.76648811 0.36818003 0.64180929 0.44880091] [ 0.56968965 0.42340858 0.66599725 0.52837693 0.44250876] [ 0.73414881 0.55095195 0.5720523 0.41454894 0.54461002] [ 0.29182277 0.6425374 0.44716078 0.78405159 0.38965852] [ 0.76404618 0.3629595 0.45739841 0.37785904 0.46755141] [ 0.64081331 0.5717971 0.41230596 0.38231185 0.39597707] [ 0.77782567 0.38477314 0.46508138 0.57061657 0.38195143] [ 0.18662475 0.61473328 0.43772057 0.88927412 0.51280507] [ 0.31500292 0.65665184 0.3897113 0.49759498 0.43762196] [ 0.25854827 0.65657325 0.36864268 0.81155108 0.42644068] [ 0.60734602 0.52780538 0.51597388 0.54156938 0.37445349] [ 0.7320015 0.43489917 0.65181717 0.54670318 0.44762094] [ 0.36545649 0.70724542 0.38808374 0.63361736 0.46989323] [ 0.45028051 0.52706181 0.41330059 0.70632185 0.47200546] [ 0.56591392 0.43264725 0.46554394 0.63038323 0.40599555] [ 0.82378483 0.43942379 0.51574908 0.36478892 0.30293352] [ 0.80252407 0.44239207 0.50796243 0.16476216 0.33295679] [ 0.63295168 0.45956192 0.42488633 0.23001619 0.31406166] [ 0.74446124 0.50180475 0.45020838 0.38027626 0.39016102] [ 0.84654981 0.29779885 0.6688776 0.21877806 0.38323676] [ 0.7545949 0.41269098 0.46474982 0.37414384 0.44420574] [ 0.50806165 0.55834418 0.4051453 0.58934128 0.56216803] [ 0.35617499 0.37444815 0.55330177 0.78529886 0.63422006] [ 0.68249567 0.33584085 0.53023136 0.38630964 0.43227838] [ 0.7427794 0.47361675 0.46740234 0.31520576 0.3777314 ] [ 0.73530877 0.5289927 0.60276175 0.40137693 0.45862328] [ 0.73070516 0.48648144 0.41563497 0.31632249 0.34476142] [ 0.29522802 0.73425004 0.30885141 0.74748691 0.48025658] [ 0.74340626 0.57755086 0.41843297 0.3944639 0.3527314 ] [ 0.44062523 0.55657436 0.42969505 0.62036209 0.42544736] [ 0.4496836 0.59573955 0.44319727 0.46335664 0.48062454] [ 0.39112256 0.58123712 0.49389472 0.50270739 0.54433619] [ 0.17471078 0.69212138 0.30366913 0.64832129 0.58515441] [ 0.15789811 0.66404053 0.40699981 0.86535584 0.49363264] [ 0.77189956 0.49870823 0.48513571 0.34822218 0.28626123] [ 0.25908908 0.67253035 0.34402317 0.85458817 0.51191213] [ 0.81033142 0.38899888 0.51090336 0.24541953 0.32623656] [ 0.3888225 0.4905909 0.51470567 0.54166321 0.65825689] [ 0.57517501 0.46614491 0.63584031 0.51054014 0.60247697] [ 0.80593938 0.40410409 0.54726197 0.24047434 0.44966365] [ 0.73020858 0.52729273 0.44581592 0.40420638 0.43229314] [ 0.40565536 0.57483642 0.41472606 0.74720385 0.60598772] [ 0.85393799 0.38839454 0.5115586 0.12718495 0.37761486] [ 0.67876013 0.48847002 0.49033315 0.38448435 0.41047423] [ 0.6594639 0.63655763 0.27141221 0.63392445 0.44386351] [ 0.4465363 0.62322339 0.40146856 0.53950423 0.48824709] [ 0.42731809 0.71783975 0.29621873 0.74174541 0.43160297] [ 0.44736285 0.68208921 0.48922753 0.65168466 0.47139452] [ 0.68437141 0.50806002 0.53184158 0.3858653 0.38624657] [ 0.62706482 0.55670413 0.42319115 0.41064184 0.33993922] [ 0.3104825 0.55153014 0.46668809 0.89082909 0.68114657] [ 0.55894139 0.60955174 0.49377049 0.58515563 0.48875557] [ 0.57852213 0.44474194 0.61956993 0.69384875 0.45830936] [ 0.5613744 0.4798834 0.4165223 0.62175422 0.34410811] [ 0.24980784 0.62130331 0.45557972 0.86465984 0.53888286] [ 0.69879406 0.47683158 0.57999494 0.18941271 0.44895613] Progress: 58.5% ... Training loss: 0.422 ... Validation loss: 0.692[ 0.3505516 0.69408692 0.32772848 0.73008788 0.41757959] [ 0.79581053 0.45016736 0.47329412 0.43924692 0.4013934 ] [ 0.40559696 0.55603787 0.53936687 0.7397693 0.45526054] [ 0.65166652 0.50751399 0.37725609 0.36749504 0.53193266] [ 0.81333263 0.44523346 0.52008329 0.26788746 0.39395082] [ 0.52723227 0.65040861 0.46349669 0.60647546 0.44756406] [ 0.33118686 0.59876162 0.51406926 0.73944508 0.4456913 ] [ 0.55386524 0.48452654 0.29379592 0.61113995 0.38969814] [ 0.38693852 0.62636934 0.36345591 0.49773186 0.4182543 ] [ 0.30467041 0.572371 0.38772372 0.798593 0.45693518] [ 0.64123976 0.54900799 0.53524572 0.56607148 0.48359968] [ 0.43380542 0.71510443 0.39328423 0.70175021 0.48413294] [ 0.69445417 0.44515369 0.52808832 0.58460832 0.45245364] [ 0.68918049 0.46562177 0.42678724 0.37356742 0.45712334] [ 0.63423509 0.61521237 0.42489378 0.58264384 0.36818829] [ 0.47968817 0.42159057 0.64305982 0.67177869 0.4849941 ] [ 0.76717312 0.4216736 0.4441727 0.31702091 0.42095147] [ 0.7417099 0.39548675 0.47402731 0.27151142 0.39974346] [ 0.31729244 0.63975665 0.50472216 0.71904159 0.6830347 ] [ 0.81555 0.44683112 0.60040104 0.31765928 0.36279835] [ 0.59827437 0.51061441 0.47634338 0.3201036 0.40136547] [ 0.74726068 0.61507062 0.52645733 0.42364862 0.43338863] [ 0.32876515 0.62246451 0.52473206 0.7376413 0.44703758] [ 0.7108217 0.57530807 0.48485948 0.40341478 0.37425057] [ 0.55920051 0.6262252 0.45037677 0.56285596 0.3537362 ] [ 0.75927083 0.54539503 0.54495485 0.38148131 0.54352622] [ 0.50076755 0.45681519 0.60585521 0.45199029 0.48952784] [ 0.72288001 0.50435478 0.47779732 0.35081223 0.37351933] [ 0.82086156 0.48153765 0.52301399 0.23840948 0.43921741] [ 0.39916216 0.54964099 0.38930692 0.6512744 0.48545025] [ 0.67722398 0.41884551 0.39912846 0.23090185 0.38347845] [ 0.62466571 0.47445207 0.42019659 0.48206054 0.35523324] [ 0.63184963 0.53092289 0.44348976 0.59891217 0.61041095] [ 0.65674127 0.58623042 0.46798312 0.43862082 0.37049805] [ 0.47650028 0.54527729 0.47255739 0.50309192 0.39981004] [ 0.1665692 0.67922165 0.39012548 0.86012154 0.4368518 ] [ 0.70993193 0.26823931 0.63595867 0.56620309 0.44911052] [ 0.78876428 0.42473922 0.49281755 0.37262582 0.37806751] [ 0.74685248 0.40098015 0.60463253 0.55963698 0.39200978] [ 0.79787579 0.49513339 0.58484143 0.15508905 0.46149477] [ 0.36965821 0.68870217 0.42095115 0.63324753 0.54972789] [ 0.59736365 0.65035175 0.41994967 0.54838691 0.53569684] [ 0.41962581 0.57617901 0.46009665 0.77948318 0.47038188] [ 0.48733591 0.55425027 0.57898762 0.59448821 0.53502273] [ 0.58291551 0.57740163 0.47584031 0.3182859 0.37734121] [ 0.45516757 0.52367511 0.56925597 0.51940059 0.63394196] [ 0.58457639 0.40340237 0.53098694 0.3408448 0.42030722] [ 0.53890301 0.46409465 0.55992465 0.66748355 0.51706202] [ 0.3203619 0.52238307 0.443588 0.70186398 0.47131171] [ 0.78429378 0.55510255 0.29982847 0.40733849 0.32250591] [ 0.3936329 0.6907516 0.4974043 0.57442406 0.54649109] [ 0.59400691 0.60614257 0.45556974 0.5335657 0.32693887] [ 0.83405825 0.40723122 0.63932082 0.20754305 0.46765459] [ 0.7475137 0.48953965 0.44913138 0.16805887 0.35485506] [ 0.62937979 0.54182577 0.42687212 0.44265856 0.55688034] [ 0.53082037 0.45850062 0.53145204 0.69713368 0.48463262] [ 0.58825961 0.57182824 0.46153241 0.49087167 0.41239074] [ 0.74030034 0.41424829 0.68955489 0.20291173 0.42206538] [ 0.30904001 0.53224089 0.60567897 0.55203017 0.53754691] [ 0.44728846 0.51386987 0.5169866 0.76068727 0.59751949] [ 0.60797254 0.47453529 0.44610562 0.41654047 0.48598768] [ 0.6981521 0.46178005 0.47065244 0.40567725 0.35111215] [ 0.69908331 0.30056657 0.64744112 0.2279924 0.47291877] [ 0.651325 0.40790106 0.59031858 0.58735675 0.44736506] [ 0.65212745 0.49709428 0.36087005 0.30354442 0.36479552] [ 0.44302227 0.49373657 0.56373177 0.45835589 0.52550726] [ 0.52567854 0.57521245 0.46379156 0.48560338 0.53662305] [ 0.61641133 0.52777337 0.62871201 0.58301818 0.43834378] [ 0.64046246 0.41194272 0.56330392 0.49243882 0.38836215] [ 0.52223887 0.50725786 0.46598986 0.50313863 0.50781003] [ 0.43339705 0.57558736 0.38055768 0.44121877 0.5119967 ] [ 0.38715865 0.65109745 0.38390943 0.55317325 0.41066926] [ 0.31510148 0.48027113 0.56489485 0.84078188 0.62183237] [ 0.50474969 0.44283412 0.55774199 0.45252209 0.38755893] [ 0.63741122 0.44714101 0.56243026 0.36780313 0.56286169] [ 0.56452096 0.51566189 0.72778178 0.50869008 0.44632223] [ 0.50202056 0.63727696 0.4356503 0.49061401 0.36578527] [ 0.34914523 0.49303575 0.54633031 0.84579974 0.61017738] [ 0.25862967 0.67155229 0.32974304 0.6475638 0.50455106] [ 0.45466204 0.53636744 0.52190527 0.55687814 0.47541831] [ 0.69126041 0.39337526 0.55274747 0.53690696 0.32987149] [ 0.57322411 0.61643698 0.36842469 0.47739728 0.36736934] [ 0.49782568 0.51634261 0.41373781 0.47486481 0.53015017] [ 0.53654956 0.58611129 0.49089865 0.45857949 0.47087269] [ 0.31092844 0.71648852 0.29570981 0.82150045 0.56142471] [ 0.79015804 0.45014594 0.51521751 0.31647852 0.42717444] [ 0.51544757 0.41516372 0.53796058 0.52550599 0.43730516] [ 0.73171887 0.43275555 0.41157761 0.37043071 0.46541743] [ 0.4426114 0.62318277 0.3572499 0.65776325 0.26881212] [ 0.46320478 0.64006274 0.48418384 0.75009595 0.38162495] [ 0.53180314 0.46615764 0.57490794 0.39583879 0.36668776] [ 0.40365042 0.40465365 0.53613917 0.66867467 0.57014552] [ 0.74457213 0.47024548 0.45405573 0.28389192 0.37663143] [ 0.1931501 0.59074086 0.29468591 0.72962986 0.54407413] [ 0.38959507 0.46383048 0.57201698 0.43506323 0.54249944] [ 0.71681336 0.54315406 0.4544772 0.38641776 0.48412398] [ 0.77652261 0.42669425 0.35640105 0.25285225 0.36697405] [ 0.53587852 0.55873238 0.5021353 0.3001505 0.50320168] [ 0.42389211 0.63525864 0.49944612 0.55643607 0.50897384] [ 0.51335416 0.56053276 0.54049659 0.44223817 0.49503579] [ 0.66991569 0.44038925 0.58887488 0.28661266 0.5436732 ] [ 0.58727896 0.51251546 0.52928668 0.51984632 0.5301741 ] [ 0.37674432 0.54905746 0.37000491 0.71354064 0.58823423] [ 0.63828845 0.54406513 0.5946861 0.27780794 0.56360491] [ 0.78487013 0.34424187 0.62422099 0.1716512 0.47453171] [ 0.73375356 0.49388088 0.46289652 0.24764484 0.28069643] [ 0.68641057 0.377714 0.57889968 0.30316668 0.39526757] [ 0.27220548 0.58120541 0.42744988 0.73923863 0.46039012] [ 0.61218637 0.56443556 0.40926172 0.64512632 0.34324324] [ 0.59204531 0.52352072 0.43006742 0.60100362 0.60662913] [ 0.58470506 0.44758484 0.35324301 0.50228989 0.504044 ] [ 0.60829097 0.58604112 0.61269446 0.45944163 0.51452814] [ 0.69537392 0.47409835 0.33113016 0.36241368 0.45685531] [ 0.30358988 0.69502375 0.32597323 0.82004911 0.55389581] [ 0.21795731 0.64155417 0.41190177 0.77196845 0.48441149] [ 0.39274914 0.67556897 0.29882574 0.62661235 0.51515522] [ 0.48240207 0.59661726 0.4397987 0.68599872 0.46291772] [ 0.6183165 0.44103073 0.61129718 0.43044008 0.34048129] [ 0.40060214 0.59713274 0.4137064 0.60654497 0.48898933] [ 0.35533371 0.48442639 0.56796501 0.77678658 0.66613398] [ 0.41741905 0.69210944 0.31152642 0.63697381 0.51677161] [ 0.55464529 0.51385799 0.62542252 0.40440065 0.46125085] [ 0.25498992 0.55556642 0.5408247 0.6674402 0.69773778] [ 0.31153006 0.56291934 0.54222816 0.69754387 0.68972676] [ 0.64352675 0.38719081 0.37629954 0.35204576 0.48131615] [ 0.30562647 0.55676835 0.50931448 0.77129162 0.64349231] [ 0.45111561 0.42550108 0.58923359 0.39205113 0.53734681] [ 0.66750554 0.5197788 0.44769788 0.50073686 0.29203314] Progress: 58.6% ... Training loss: 0.422 ... Validation loss: 0.692[ 0.69635228 0.5380132 0.52340723 0.33540316 0.334393 ] [ 0.64606286 0.38822276 0.59798232 0.34710355 0.50995769] [ 0.44742585 0.58972408 0.315467 0.4874962 0.44819329] [ 0.73614956 0.59821608 0.38681086 0.31706121 0.26955245] [ 0.78185909 0.49825774 0.36053526 0.28058992 0.40467591] [ 0.62713803 0.54522775 0.40985731 0.44187545 0.42792835] [ 0.45979952 0.57502183 0.45110097 0.75992533 0.49253138] [ 0.75822723 0.47549069 0.44029846 0.35965578 0.37634452] [ 0.45613575 0.54643241 0.50743371 0.66658141 0.63300795] [ 0.674729 0.56374276 0.44917151 0.41102265 0.39986327] [ 0.64569679 0.47266382 0.4511691 0.40404806 0.41142454] [ 0.39211888 0.56394594 0.47992246 0.64606546 0.49993152] [ 0.3986352 0.63594631 0.44944244 0.58960913 0.40650394] [ 0.22761469 0.55627056 0.37247646 0.87683902 0.46922731] [ 0.34481737 0.69873882 0.35637302 0.75727621 0.57746354] [ 0.5727504 0.54547211 0.38082629 0.542653 0.47816054] [ 0.52114554 0.63171743 0.64324853 0.49947278 0.51033674] [ 0.75306791 0.35609478 0.62707639 0.4936616 0.4286615 ] [ 0.7660737 0.44914271 0.5246654 0.41265612 0.52480392] [ 0.50317887 0.53033312 0.50232079 0.47513812 0.39465822] [ 0.62072335 0.51113631 0.4529619 0.26928496 0.51992502] [ 0.62040574 0.53903427 0.44412065 0.31800651 0.41564583] [ 0.48639849 0.58160767 0.45173695 0.64021326 0.49251985] [ 0.18370175 0.68348802 0.37100733 0.83913447 0.51035585] [ 0.59281693 0.42929524 0.49590715 0.30763466 0.33268333] [ 0.62715714 0.38045196 0.44144413 0.67631008 0.37582278] [ 0.75803762 0.5101276 0.4615871 0.47359764 0.41762516] [ 0.27378989 0.46214025 0.39120214 0.82764488 0.56130954] [ 0.69178651 0.44469264 0.4517475 0.34400479 0.38857989] [ 0.2508133 0.600848 0.38557668 0.85588691 0.55317998] [ 0.46287508 0.62864522 0.55520555 0.49437859 0.45100335] [ 0.63675943 0.54590697 0.52753947 0.40393402 0.60618503] [ 0.70264194 0.41394612 0.54278571 0.48460363 0.41766668] [ 0.40531756 0.54742509 0.47530146 0.79606158 0.5111336 ] [ 0.27831274 0.56891768 0.51281219 0.73617579 0.6908238 ] [ 0.82740752 0.43599197 0.56603782 0.35086485 0.3687806 ] [ 0.52160389 0.57701207 0.40729713 0.51883559 0.49873854] [ 0.56858783 0.40352065 0.58724515 0.65141652 0.36809879] [ 0.52685135 0.54731317 0.40727622 0.37132366 0.4087704 ] [ 0.53161691 0.60512323 0.43964265 0.68712333 0.54752381] [ 0.23518603 0.67463315 0.43752858 0.75009007 0.51803758] [ 0.77699897 0.40333323 0.42779581 0.53063741 0.39414542] [ 0.60694377 0.51709439 0.35753455 0.57689654 0.36828049] [ 0.59928134 0.48162745 0.52805604 0.56133519 0.52976413] [ 0.47317385 0.51608503 0.51529909 0.82947245 0.57715012] [ 0.36852324 0.59761946 0.36276221 0.74514774 0.62402081] [ 0.61486252 0.62559167 0.44101418 0.56927375 0.40022428] [ 0.66902416 0.53009154 0.46407199 0.36511603 0.35593418] [ 0.73306269 0.41056556 0.48019299 0.33590961 0.44832125] [ 0.55806702 0.54094202 0.49009112 0.70275586 0.39636471] [ 0.66981388 0.57787047 0.4544764 0.45068808 0.32811462] [ 0.58993995 0.59733527 0.43967669 0.69818738 0.47670301] [ 0.46352379 0.43398823 0.61576139 0.3507697 0.46894097] [ 0.38566275 0.58402322 0.51813562 0.79810992 0.45719148] [ 0.31703508 0.50881446 0.52557528 0.87224078 0.64209032] [ 0.63984481 0.55663122 0.44066229 0.35055049 0.42093811] [ 0.36672921 0.52123344 0.49902941 0.74436069 0.59289732] [ 0.79682283 0.5471207 0.46811196 0.44589237 0.41542805] [ 0.39001864 0.62732183 0.43421765 0.76265856 0.32823408] [ 0.52035234 0.49137051 0.52625885 0.43521775 0.3766358 ] [ 0.34576116 0.42743687 0.43279811 0.52892712 0.74684464] [ 0.52248811 0.64325801 0.53794025 0.53820536 0.45269759] [ 0.41691345 0.53457367 0.38749411 0.67014196 0.59525988] [ 0.68738824 0.36325623 0.50811771 0.64734055 0.49537822] [ 0.57642699 0.62453021 0.44547813 0.41395031 0.54100389] [ 0.49115798 0.717974 0.45707866 0.6448149 0.42255853] [ 0.59281693 0.42929524 0.49590715 0.30763466 0.33268333] [ 0.28774563 0.60039446 0.37007872 0.73434686 0.58288228] [ 0.13590638 0.69960157 0.45537498 0.77273505 0.69406335] [ 0.75774342 0.56759152 0.38014585 0.60537306 0.36357061] [ 0.84916951 0.44135591 0.48616613 0.20161487 0.41804542] [ 0.36996234 0.51272539 0.55789039 0.51408818 0.66257039] [ 0.70776175 0.43590266 0.6624853 0.63840393 0.40698447] [ 0.25062293 0.71573575 0.39768429 0.70344945 0.46581725] [ 0.78207302 0.40812454 0.47707779 0.28748585 0.39189574] [ 0.65703099 0.43262745 0.53033652 0.43278054 0.4726719 ] [ 0.54230045 0.52110137 0.56172911 0.52585681 0.5885775 ] [ 0.51696593 0.64999432 0.34363475 0.53839929 0.37728426] [ 0.71799778 0.37252012 0.49596597 0.2916084 0.34408332] [ 0.31327753 0.75090225 0.37862365 0.8030091 0.41128697] [ 0.4228535 0.48325848 0.48297872 0.64291541 0.48208379] [ 0.54326039 0.57198426 0.34012599 0.42962269 0.40551299] [ 0.28055022 0.60346244 0.45926 0.73004354 0.61639732] [ 0.7880706 0.46098829 0.58413295 0.30887215 0.48138052] [ 0.61855633 0.55045829 0.45395082 0.53827311 0.5883353 ] [ 0.56182018 0.5749819 0.41734661 0.55849315 0.40404928] [ 0.51745145 0.604081 0.35955951 0.51348313 0.4924627 ] [ 0.81565883 0.64784292 0.42452268 0.48532192 0.45292923] [ 0.41021866 0.66355551 0.43458228 0.58400991 0.42500311] [ 0.67521876 0.40429078 0.44744597 0.5033138 0.30393851] [ 0.50302461 0.57808463 0.57881816 0.51221723 0.51466744] [ 0.45121212 0.70327281 0.30389438 0.6939015 0.48923222] [ 0.52395179 0.39850642 0.55927382 0.57874787 0.37025287] [ 0.39932798 0.60826883 0.53455282 0.49522729 0.54082899] [ 0.43549344 0.64907969 0.42559638 0.54631325 0.47071619] [ 0.5417217 0.52421037 0.49321109 0.57789574 0.32671644] [ 0.47911399 0.49983571 0.49356665 0.56628653 0.41967013] [ 0.61699545 0.45619017 0.40814138 0.58030538 0.4034613 ] [ 0.68793853 0.2731063 0.6643241 0.49079104 0.49917686] [ 0.35064662 0.62949843 0.3529936 0.84514588 0.39856858] [ 0.54109034 0.45302892 0.44105167 0.5196818 0.35253308] [ 0.22382893 0.71630157 0.44382329 0.81692078 0.60285659] [ 0.51316976 0.47131561 0.62467204 0.613467 0.49945851] [ 0.73995309 0.56083975 0.45780643 0.3372118 0.46762707] [ 0.56115523 0.60687358 0.37816786 0.45839906 0.49727248] [ 0.34747444 0.6494493 0.53164215 0.69168642 0.50065952] [ 0.74941007 0.36153629 0.55882322 0.25738676 0.34931435] [ 0.44514722 0.54865565 0.52442023 0.52095756 0.62579401] [ 0.19363709 0.55604801 0.45405163 0.69098918 0.61592188] [ 0.8078659 0.46520297 0.61663337 0.30628496 0.38822459] [ 0.78839572 0.40065067 0.54965814 0.57177096 0.34125014] [ 0.61402069 0.5364829 0.52994057 0.47469248 0.49390127] [ 0.51024458 0.3825963 0.4891542 0.41532949 0.49601801] [ 0.30619117 0.73115963 0.42945842 0.74544983 0.43811708] [ 0.76567928 0.51366786 0.55891238 0.1898591 0.34238841] [ 0.60061986 0.62429181 0.23760356 0.49737022 0.30468284] [ 0.86876909 0.33084045 0.60752608 0.12193396 0.30117628] [ 0.663331 0.60543619 0.35301317 0.4969322 0.38589942] [ 0.45922872 0.5436698 0.52154378 0.76626183 0.47889091] [ 0.50641872 0.41789103 0.50180346 0.43039892 0.48272434] [ 0.24506941 0.46855249 0.45319431 0.76550175 0.63393744] [ 0.4472161 0.56974061 0.49891182 0.44106954 0.45567679] [ 0.4473313 0.61718466 0.39326082 0.62942389 0.54761829] [ 0.87519948 0.31972633 0.5886778 0.14824551 0.32020884] [ 0.6618382 0.47445998 0.44943242 0.21012659 0.27433595] [ 0.3071011 0.55252314 0.5229277 0.52600487 0.56926822] [ 0.37950582 0.49273546 0.51031384 0.49838729 0.69868598] [ 0.55436695 0.41893927 0.69872772 0.67184093 0.45498819] Progress: 58.6% ... Training loss: 0.422 ... Validation loss: 0.693[ 0.76018199 0.498277 0.59138543 0.44190773 0.47354233] [ 0.19019051 0.57503615 0.42038973 0.62150147 0.59220752] [ 0.6139863 0.69675227 0.46668122 0.569871 0.49500193] [ 0.52625094 0.52401336 0.42594137 0.56906652 0.57442008] [ 0.83338178 0.51347417 0.54342699 0.39717457 0.32004571] [ 0.55990058 0.62895638 0.40913187 0.38709864 0.33662865] [ 0.67198318 0.4959234 0.49576937 0.38370041 0.45551716] [ 0.67998402 0.40793884 0.60917069 0.30454169 0.52182103] [ 0.50279185 0.64581867 0.41834973 0.49310137 0.53242058] [ 0.27371299 0.5348991 0.54542056 0.77970002 0.5636964 ] [ 0.47377591 0.61882202 0.59864223 0.61330218 0.56633591] [ 0.69245912 0.26750926 0.56142541 0.32448919 0.4616451 ] [ 0.47588601 0.53506923 0.39408442 0.78439119 0.41038466] [ 0.42509591 0.56219428 0.51560984 0.76370066 0.45738609] [ 0.42734604 0.58794163 0.54549808 0.61849057 0.56321183] [ 0.76792633 0.49213637 0.32114765 0.29529439 0.27023876] [ 0.54430842 0.57728084 0.45935636 0.41958672 0.35459469] [ 0.32300782 0.63570028 0.44146626 0.63130909 0.58364503] [ 0.37801796 0.59072946 0.50670392 0.61663119 0.41471076] [ 0.6588633 0.49420031 0.40441218 0.40373925 0.43201891] [ 0.75234413 0.46578229 0.35694943 0.33668292 0.33897078] [ 0.30792421 0.63954304 0.33740913 0.77358521 0.44900426] [ 0.76623674 0.45467358 0.53499125 0.41293994 0.43992531] [ 0.57509881 0.54173725 0.44306769 0.69629041 0.50843393] [ 0.57555093 0.44042527 0.55277773 0.68897453 0.48647771] [ 0.49224644 0.71759914 0.4572191 0.6442327 0.42242821] [ 0.85480657 0.35426658 0.61283371 0.2089572 0.43343897] [ 0.5496395 0.56720723 0.43046803 0.5638379 0.54193811] [ 0.61992557 0.62338113 0.24621696 0.48602347 0.2629061 ] [ 0.61560473 0.47606459 0.54329258 0.26343662 0.45165603] [ 0.51555449 0.56330863 0.49496757 0.66397749 0.58086605] [ 0.78737935 0.37662023 0.54560674 0.34864184 0.42168822] [ 0.79509418 0.47776709 0.55156049 0.36604253 0.39436792] [ 0.45582748 0.34085542 0.47405019 0.50269767 0.43568638] [ 0.79530583 0.43183096 0.46416682 0.27996476 0.35205481] [ 0.63877072 0.57467278 0.45862192 0.59786163 0.46862331] [ 0.69139689 0.62196257 0.56245573 0.4658101 0.46658987] [ 0.4659789 0.44352207 0.58465675 0.52001974 0.53336254] [ 0.43837898 0.53190357 0.55044648 0.79768115 0.51763037] [ 0.33507964 0.71736138 0.44936008 0.71526398 0.42644806] [ 0.80595744 0.30838857 0.55885674 0.57386261 0.36372026] [ 0.80977569 0.44081608 0.53211702 0.26122185 0.398709 ] [ 0.85264486 0.43482743 0.49035823 0.32510735 0.41354035] [ 0.65194941 0.40682693 0.6547888 0.25546886 0.48453184] [ 0.72339404 0.50774317 0.53581197 0.37328876 0.41928313] [ 0.54093329 0.45121711 0.59865991 0.41250848 0.4511663 ] [ 0.54695125 0.51716259 0.55108059 0.47193584 0.3929224 ] [ 0.6133731 0.59958934 0.41617156 0.46183617 0.41022305] [ 0.55822408 0.57472568 0.52555086 0.4050054 0.42884619] [ 0.44280166 0.73005409 0.3318697 0.61727045 0.53370944] [ 0.50055351 0.47545277 0.59001237 0.66362929 0.42389267] [ 0.63088853 0.54104399 0.42716552 0.4416616 0.55661972] [ 0.48158694 0.55694405 0.39542148 0.75775991 0.33038405] [ 0.54010784 0.63913658 0.30438484 0.51469192 0.38920399] [ 0.5208126 0.57693747 0.461373 0.49141171 0.43726712] [ 0.5809051 0.51547263 0.41892173 0.73749938 0.32223227] [ 0.65942652 0.48560995 0.56320512 0.67065168 0.49570737] [ 0.49624752 0.50054153 0.54465829 0.42390228 0.64183778] [ 0.73132313 0.40375163 0.53697186 0.45612831 0.42252292] [ 0.60416562 0.42964667 0.55029601 0.54035771 0.47036106] [ 0.86532307 0.32156116 0.57362548 0.17558587 0.3739591 ] [ 0.53013273 0.48326559 0.56582582 0.59246897 0.44854292] [ 0.48020162 0.35965075 0.58887079 0.37762089 0.70739882] [ 0.69628864 0.53484378 0.36237713 0.40444514 0.3656763 ] [ 0.54060885 0.71374806 0.31871769 0.62013293 0.45847459] [ 0.32333828 0.49713068 0.52054049 0.74077108 0.63550164] [ 0.53254676 0.52614212 0.53052036 0.56410132 0.56370925] [ 0.7084202 0.57342159 0.59538209 0.33201493 0.48535238] [ 0.60043802 0.62085877 0.41601162 0.64686201 0.36969736] [ 0.37621941 0.7666741 0.29280402 0.76280087 0.45770125] [ 0.43908438 0.36866174 0.53273569 0.56261538 0.46702668] [ 0.77069969 0.52720643 0.47666784 0.35425746 0.50325621] [ 0.19982491 0.67635648 0.34269691 0.66770437 0.45533687] [ 0.46957632 0.49224808 0.60072163 0.72309419 0.45269111] [ 0.56337708 0.56545399 0.51414421 0.44031913 0.60703709] [ 0.53422473 0.56621738 0.47939677 0.33280115 0.31321641] [ 0.56647726 0.65524737 0.31180345 0.4076393 0.35185968] [ 0.3823939 0.58762019 0.5267501 0.58907008 0.35527621] [ 0.50234608 0.45926861 0.62496757 0.56466744 0.51622469] [ 0.77467542 0.50430721 0.55006909 0.22000014 0.50147188] [ 0.75298351 0.43868635 0.51997429 0.29477476 0.36072543] [ 0.22989056 0.55482098 0.37295934 0.87605892 0.46878062] [ 0.40088592 0.53319697 0.38961268 0.7016932 0.47406852] [ 0.86367054 0.52003563 0.56824329 0.30227821 0.38639281] [ 0.65663147 0.438319 0.58812961 0.47020287 0.43019722] [ 0.55173316 0.51876889 0.47600924 0.50841308 0.36408168] [ 0.6644487 0.64114443 0.37713469 0.56730787 0.4209032 ] [ 0.56625177 0.52009173 0.59418793 0.40954467 0.63864447] [ 0.59499164 0.44589438 0.4875705 0.59005262 0.4940599 ] [ 0.58066202 0.48528293 0.63470622 0.58759894 0.48318124] [ 0.33829401 0.68793651 0.4667145 0.74372791 0.50685097] [ 0.55069835 0.51303884 0.39072457 0.45025046 0.49750009] [ 0.59972197 0.66151301 0.40193179 0.52408795 0.42509805] [ 0.55322849 0.61612557 0.54944191 0.55289882 0.59356313] [ 0.63150662 0.63075222 0.48616654 0.66174624 0.51491955] [ 0.63022799 0.52436687 0.45920121 0.66467842 0.37000554] [ 0.60938156 0.40985808 0.44308996 0.33230369 0.37822814] [ 0.49266286 0.64554938 0.33708206 0.59731724 0.42122388] [ 0.29491868 0.54134375 0.42942165 0.83610112 0.52073347] [ 0.39712687 0.60513946 0.55995934 0.78569234 0.6678481 ] [ 0.58800619 0.37130198 0.47547452 0.33560514 0.49355358] [ 0.61881117 0.47597982 0.47214106 0.59032895 0.50198335] [ 0.40611245 0.59006797 0.33680468 0.65548451 0.32052606] [ 0.3559976 0.48559143 0.41971126 0.7733421 0.43462066] [ 0.32333828 0.49713068 0.52054049 0.74077108 0.63550164] [ 0.7172346 0.43915105 0.40662903 0.34071046 0.44372013] [ 0.83670611 0.3779564 0.61419723 0.21022641 0.44081737] [ 0.21290595 0.55127473 0.47895023 0.85456246 0.51084827] [ 0.34722137 0.59392024 0.32863718 0.71643146 0.61430979] [ 0.74681787 0.41320862 0.35547488 0.29662603 0.33928362] [ 0.63448868 0.59808487 0.37468961 0.54538009 0.5042908 ] [ 0.81794842 0.32300413 0.6621292 0.21670693 0.3232354 ] [ 0.30053018 0.58525457 0.38691686 0.6253435 0.59284115] [ 0.7957191 0.48580613 0.47298348 0.27751498 0.42669656] [ 0.24548322 0.61203406 0.43887707 0.64925253 0.46484871] [ 0.78644031 0.44822861 0.54795103 0.30127769 0.44907179] [ 0.63909494 0.35911049 0.38520272 0.50795822 0.42425034] [ 0.60843132 0.53497555 0.47753029 0.37980112 0.41557538] [ 0.66352524 0.55204057 0.47549905 0.27396662 0.46519477] [ 0.61251394 0.55228094 0.33231845 0.58957959 0.41990149] [ 0.70004225 0.40317735 0.61554334 0.59112541 0.45963163] [ 0.5921223 0.55162296 0.48588785 0.35560802 0.508157 ] [ 0.82710017 0.34720748 0.51959861 0.34474517 0.44563697] [ 0.73664542 0.3503431 0.64725665 0.44587951 0.46115521] [ 0.75357661 0.42994689 0.45479549 0.48146874 0.53549963] [ 0.35132931 0.57617534 0.49073311 0.81191469 0.50054879] [ 0.50116069 0.45818144 0.45005746 0.46263559 0.44119536] [ 0.56806337 0.5663508 0.46959231 0.35971318 0.44941025] Progress: 58.7% ... Training loss: 0.421 ... Validation loss: 0.693[ 0.2350562 0.61315132 0.35840569 0.84240947 0.5282356 ] [ 0.31964523 0.54243463 0.55110294 0.66767097 0.6913337 ] [ 0.61145825 0.56311368 0.52406241 0.43962416 0.48619518] [ 0.51333466 0.50957668 0.39386391 0.27046752 0.49735039] [ 0.30226211 0.68249038 0.37207719 0.69537649 0.53743776] [ 0.18249232 0.55094829 0.3822333 0.87179424 0.51141012] [ 0.31356069 0.69355789 0.50916774 0.71296649 0.47685445] [ 0.82481417 0.36064623 0.63485992 0.32829511 0.38050987] [ 0.45805849 0.55965207 0.43205693 0.47554781 0.51873845] [ 0.62168759 0.64949693 0.35372345 0.42595432 0.48596346] [ 0.65942701 0.61267727 0.34269508 0.35892541 0.39595984] [ 0.56596222 0.50315449 0.58571203 0.41216851 0.59885322] [ 0.4697629 0.51738486 0.58049618 0.7762712 0.62300963] [ 0.16534113 0.68752783 0.42184433 0.89682772 0.50325785] [ 0.27067651 0.60462981 0.44256328 0.83990046 0.54584528] [ 0.62186147 0.44696907 0.68253861 0.66651577 0.4762593 ] [ 0.65869606 0.33703948 0.46002143 0.49551639 0.27686409] [ 0.87105697 0.34561416 0.5250501 0.14326428 0.39578463] [ 0.86175121 0.3099605 0.58451223 0.21863669 0.34407181] [ 0.46252142 0.41276992 0.46884463 0.51341664 0.48885769] [ 0.43222478 0.52423102 0.37035782 0.42603048 0.51877046] [ 0.55576047 0.45407558 0.41985066 0.69230813 0.44773552] [ 0.3601853 0.59005803 0.36022533 0.63431507 0.42568126] [ 0.33848739 0.7051761 0.38615455 0.65854376 0.43948784] [ 0.47511427 0.52349773 0.50889014 0.49491844 0.43466789] [ 0.6434241 0.4913839 0.54456762 0.54252355 0.37377778] [ 0.58739762 0.46533385 0.60640311 0.59032897 0.34662726] [ 0.24237513 0.56408131 0.47681012 0.55980228 0.69970812] [ 0.31854528 0.50335043 0.31857616 0.77826853 0.50343043] [ 0.68456433 0.48356382 0.47618961 0.2193867 0.46043421] [ 0.66675113 0.28366432 0.56840847 0.56723885 0.46340091] [ 0.68617919 0.64822845 0.58319578 0.40333133 0.49384928] [ 0.62382215 0.51786764 0.50685841 0.66706044 0.36817536] [ 0.53747526 0.50091113 0.34484256 0.70463948 0.5292132 ] [ 0.34482603 0.49565085 0.50702566 0.51978758 0.61962806] [ 0.85170302 0.40266575 0.5148297 0.24169102 0.31485026] [ 0.68792357 0.45486771 0.57414718 0.40548809 0.47630635] [ 0.77372059 0.36724402 0.64629057 0.34038204 0.45854149] [ 0.61691584 0.41601709 0.53639773 0.27083997 0.55963869] [ 0.76554876 0.59184813 0.43483477 0.50576227 0.50817684] [ 0.74816378 0.4102606 0.42268652 0.23532967 0.39415515] [ 0.48237605 0.44520092 0.4244995 0.53757483 0.45385632] [ 0.71952021 0.42427629 0.61840066 0.44374842 0.33783799] [ 0.74154561 0.4389765 0.56389106 0.41577874 0.4151042 ] [ 0.85351443 0.43968244 0.50331795 0.29224506 0.2982688 ] [ 0.63047405 0.47315054 0.42577597 0.41019443 0.36267733] [ 0.65911345 0.49906794 0.48841151 0.62193194 0.51318953] [ 0.36429208 0.58394028 0.45042993 0.5648013 0.56008502] [ 0.56896861 0.46682694 0.45665952 0.50009195 0.44364503] [ 0.59508803 0.45201744 0.45662921 0.55051528 0.38572858] [ 0.36058473 0.52100405 0.56126189 0.64968278 0.61391337] [ 0.36064929 0.54084823 0.52636804 0.52662895 0.56018818] [ 0.58337359 0.52532019 0.53378607 0.77913351 0.45651403] [ 0.55214917 0.51632695 0.5178138 0.42711525 0.55771753] [ 0.23562601 0.4955925 0.38062816 0.86252849 0.54721784] [ 0.42711228 0.61672447 0.31846781 0.64447718 0.42619649] [ 0.65299178 0.39142288 0.5421273 0.39302214 0.44427054] [ 0.62671576 0.52920719 0.50810186 0.29432884 0.40699531] [ 0.80297714 0.41793348 0.52844333 0.37710037 0.41242284] [ 0.29685775 0.54664471 0.40780237 0.6857869 0.5238545 ] [ 0.52728806 0.47461663 0.57132259 0.71554749 0.44904377] [ 0.34626349 0.64346132 0.57651329 0.68128796 0.6570209 ] [ 0.68376001 0.41155208 0.4664038 0.3918876 0.33627614] [ 0.70941692 0.40593046 0.62961584 0.44840267 0.34528789] [ 0.68590105 0.54403618 0.50132065 0.47458562 0.50825531] [ 0.38054772 0.68753624 0.30598768 0.65206567 0.55760323] [ 0.20079861 0.65319188 0.39167484 0.8316807 0.46862772] [ 0.49409793 0.52304797 0.46009754 0.54616142 0.49607704] [ 0.46614265 0.59746386 0.40232664 0.64298825 0.42087266] [ 0.48832917 0.59580262 0.52645421 0.80929391 0.53851878] [ 0.64549656 0.40900152 0.64157119 0.69848159 0.43495978] [ 0.60647595 0.38896638 0.63338376 0.48619674 0.34287816] [ 0.2309751 0.66146092 0.29495372 0.83905493 0.63922419] [ 0.57299208 0.55660098 0.52385916 0.42584417 0.38300263] [ 0.621214 0.4199884 0.35820043 0.36974176 0.29504117] [ 0.64012961 0.57784695 0.38891804 0.37275783 0.43745645] [ 0.5699383 0.53799415 0.36468764 0.34305275 0.39686487] [ 0.6914713 0.4449895 0.45162231 0.3441297 0.38867927] [ 0.30066072 0.54958995 0.39931032 0.67436555 0.46613931] [ 0.56162042 0.53474231 0.63522351 0.38792178 0.46208906] [ 0.66108419 0.48559359 0.49936216 0.34719383 0.37960069] [ 0.55711334 0.32367738 0.47525078 0.5793262 0.44200333] [ 0.74531545 0.41070754 0.64879847 0.3284094 0.36060909] [ 0.53795954 0.42596693 0.42048695 0.49837726 0.51694354] [ 0.35345416 0.61186396 0.42771082 0.78656997 0.35019195] [ 0.36015334 0.45673699 0.4046359 0.54431617 0.77549399] [ 0.67631965 0.4470283 0.43616645 0.41383618 0.38756858] [ 0.56393677 0.47475996 0.59060897 0.77415805 0.51207339] [ 0.65063598 0.52100419 0.59569482 0.42415997 0.47355668] [ 0.868026 0.37939868 0.47871341 0.31260092 0.39784827] [ 0.33890457 0.51661322 0.47280638 0.70381762 0.54266213] [ 0.56294023 0.5998788 0.46488088 0.63611045 0.43704156] [ 0.50096197 0.50121059 0.37467233 0.48036694 0.52006349] [ 0.7434168 0.42051372 0.66196938 0.51443016 0.43440819] [ 0.4389852 0.53815649 0.557499 0.66313501 0.62454108] [ 0.6767827 0.54186539 0.58157435 0.43995002 0.5138005 ] [ 0.47528751 0.62744219 0.31536904 0.48011991 0.34507173] [ 0.74556088 0.42250879 0.41945505 0.43440147 0.47978232] [ 0.58900265 0.55686056 0.47166381 0.54585102 0.3714504 ] [ 0.8272632 0.33971853 0.5800119 0.25798693 0.33730605] [ 0.3423615 0.62799308 0.51429867 0.72274374 0.62308675] [ 0.5241742 0.50805668 0.444156 0.58101609 0.459481 ] [ 0.74926834 0.41034671 0.52459483 0.24314494 0.34299498] [ 0.5699083 0.384064 0.41964605 0.71595977 0.4044776 ] [ 0.55213246 0.58802894 0.47248516 0.46164381 0.50732484] [ 0.81742337 0.35367222 0.55598482 0.23705349 0.42415113] [ 0.70488396 0.4871426 0.56794295 0.45847058 0.44413573] [ 0.80469691 0.48525543 0.42450944 0.25704118 0.46523072] [ 0.69518108 0.47292532 0.41374314 0.34757898 0.43069461] [ 0.70717604 0.62168157 0.39472815 0.39632924 0.27960114] [ 0.5326918 0.42038967 0.53958797 0.3874896 0.45779177] [ 0.72158714 0.48380361 0.44426298 0.34701869 0.41980302] [ 0.28152387 0.52492435 0.49908559 0.74899174 0.43442004] [ 0.78006709 0.47145905 0.57877722 0.3178711 0.48036305] [ 0.64622166 0.45213834 0.40910787 0.68324197 0.40514681] [ 0.70636804 0.39059547 0.44872217 0.19632911 0.41855814] [ 0.72560546 0.50134519 0.53776805 0.28523054 0.55883527] [ 0.68330855 0.33371065 0.50293949 0.54530905 0.49990088] [ 0.51333466 0.50957668 0.39386391 0.27046752 0.49735039] [ 0.43874513 0.61087604 0.41124605 0.4227869 0.38716825] [ 0.46986962 0.52128978 0.5501096 0.75645432 0.47394647] [ 0.71547931 0.5396013 0.42520459 0.3360308 0.34726951] [ 0.45962108 0.5833111 0.51426675 0.56366533 0.48076759] [ 0.31402248 0.54132785 0.55775617 0.51096641 0.53279008] [ 0.24259034 0.51652479 0.34438715 0.82361304 0.55182987] [ 0.38659813 0.53823578 0.50921234 0.68499513 0.45843075] [ 0.40921694 0.48738958 0.54786536 0.54935169 0.43506344] [ 0.57492294 0.45660459 0.66997041 0.51412045 0.50031264] Progress: 58.8% ... Training loss: 0.421 ... Validation loss: 0.693[ 0.49250467 0.60684262 0.25517812 0.55924088 0.45924733] [ 0.32915659 0.52312849 0.54522823 0.81017683 0.6634178 ] [ 0.7792925 0.37309307 0.545348 0.24306653 0.49220651] [ 0.55423175 0.48636209 0.44736101 0.42572334 0.41970257] [ 0.76108886 0.51320233 0.38846844 0.45808267 0.32566731] [ 0.28697242 0.7309464 0.26183521 0.71510943 0.42580963] [ 0.62721365 0.33162741 0.41295565 0.40231273 0.44411029] [ 0.78032302 0.3833745 0.65849409 0.26076451 0.41558392] [ 0.28930681 0.64540854 0.47436053 0.83007279 0.43832981] [ 0.86301322 0.53210525 0.49755819 0.20648929 0.35568196] [ 0.67343493 0.3625477 0.63650055 0.31063443 0.38770781] [ 0.48253669 0.70238842 0.39516109 0.66330323 0.42565663] [ 0.771577 0.52731488 0.30904906 0.43252861 0.3211923 ] [ 0.41143539 0.57612375 0.49158777 0.40573208 0.49852878] [ 0.79711281 0.37547998 0.5142885 0.29679211 0.42341526] [ 0.50584003 0.48397713 0.3806468 0.56812034 0.44471723] [ 0.65369661 0.51191876 0.55372988 0.36842676 0.40238722] [ 0.42998927 0.70523896 0.23106985 0.78671343 0.48539865] [ 0.69251404 0.52341175 0.53844358 0.59727805 0.3890786 ] [ 0.74290052 0.47367117 0.46736937 0.31500942 0.377743 ] [ 0.53563647 0.59448888 0.38248673 0.334699 0.41554874] [ 0.31092287 0.64107656 0.39927429 0.54192958 0.39629818] [ 0.62153413 0.4846583 0.4233657 0.62826395 0.32271485] [ 0.74653415 0.37579871 0.57519156 0.26030984 0.46795516] [ 0.35206616 0.72045959 0.35732013 0.78456951 0.52012353] [ 0.6112725 0.49479323 0.50410735 0.7108259 0.4018114 ] [ 0.49421955 0.62653357 0.5576228 0.53689266 0.44860379] [ 0.80742503 0.50654789 0.53591261 0.22065876 0.46042288] [ 0.60667492 0.42889345 0.42356257 0.43811661 0.47721666] [ 0.77570515 0.60832471 0.41306859 0.56883237 0.43215193] [ 0.20275651 0.70072191 0.42725738 0.79850104 0.54876665] [ 0.43965386 0.50164645 0.60128724 0.75298921 0.56473351] [ 0.37014504 0.60002093 0.2845444 0.68692577 0.62123117] [ 0.63042553 0.63914222 0.3471919 0.4161397 0.48644088] [ 0.76346838 0.51515149 0.55835447 0.19101419 0.34281018] [ 0.41728982 0.5367359 0.45813597 0.7426038 0.34800906] [ 0.30650123 0.53616513 0.51147599 0.70817051 0.68315106] [ 0.49695778 0.56649395 0.37690274 0.46328648 0.41674592] [ 0.35919184 0.44311683 0.37253512 0.71085917 0.49592864] [ 0.63322406 0.450766 0.42398328 0.32470758 0.41421948] [ 0.53813241 0.60638809 0.52868485 0.56858406 0.58088012] [ 0.45074435 0.50876616 0.6207357 0.69121672 0.40552459] [ 0.54242704 0.39212029 0.52956641 0.66929228 0.41684079] [ 0.81116638 0.26982143 0.51229336 0.26386198 0.42593503] [ 0.61981551 0.42522729 0.54914669 0.33458719 0.4025918 ] [ 0.3605422 0.54092589 0.52633222 0.52669254 0.56022216] [ 0.62529472 0.47211728 0.54857637 0.28160473 0.51165475] [ 0.50915617 0.60752116 0.34049964 0.40033365 0.4369407 ] [ 0.4988327 0.50038959 0.43563169 0.46394481 0.50216387] [ 0.44461712 0.58947934 0.34934858 0.46551203 0.35985986] [ 0.85083972 0.40148662 0.45074218 0.26000689 0.41548195] [ 0.45801606 0.43618812 0.49717156 0.4369103 0.52216281] [ 0.21839691 0.6052598 0.41142076 0.77385859 0.57010934] [ 0.7659456 0.62020038 0.3852729 0.46708455 0.38435439] [ 0.75421794 0.36104338 0.49278259 0.31811762 0.53994102] [ 0.61691062 0.60579998 0.2859624 0.54550359 0.33724163] [ 0.52049303 0.50265784 0.49047855 0.52167935 0.49014034] [ 0.50545609 0.45307628 0.5904211 0.57023626 0.58814819] [ 0.51906536 0.50826991 0.53356152 0.67916564 0.42842119] [ 0.35372604 0.69198081 0.33918061 0.66503774 0.50318841] [ 0.71340834 0.38450664 0.51388654 0.41045065 0.39319459] [ 0.50207322 0.37680405 0.49711292 0.60694468 0.51787525] [ 0.5722886 0.54864679 0.42294359 0.62077918 0.60412165] [ 0.32974697 0.58013378 0.50112704 0.6581856 0.47894433] [ 0.42554639 0.68822121 0.35158355 0.71383587 0.50154279] [ 0.59243087 0.60346072 0.52489186 0.47020363 0.42898164] [ 0.71722036 0.33575988 0.41390753 0.41549259 0.39586097] [ 0.50902117 0.65601212 0.29161412 0.53942465 0.43473569] [ 0.65636737 0.52798738 0.30441759 0.49558399 0.44602122] [ 0.47957738 0.49414067 0.46401039 0.52310558 0.61832789] [ 0.80815893 0.4926422 0.5577572 0.15441601 0.46092628] [ 0.28693861 0.47224351 0.4132571 0.8219036 0.52291934] [ 0.54477246 0.72452669 0.43352568 0.69965979 0.57350545] [ 0.67923095 0.35740544 0.70547991 0.52784043 0.46168367] [ 0.48221114 0.57465884 0.54788805 0.55028281 0.56813181] [ 0.48441679 0.54103875 0.48859443 0.45013681 0.41434545] [ 0.25491327 0.5805481 0.54913103 0.58243654 0.51738223] [ 0.62416249 0.51904727 0.37737906 0.47401634 0.35000214] [ 0.40220731 0.52167843 0.49445403 0.60146137 0.61018347] [ 0.74243519 0.36802489 0.54565083 0.11757442 0.35586953] [ 0.42867752 0.57905357 0.3646793 0.66402113 0.48612211] [ 0.7308528 0.60533656 0.4982841 0.45277078 0.44850071] [ 0.55100631 0.3803703 0.57439495 0.36765504 0.41172913] [ 0.64216512 0.42843699 0.39114084 0.34416035 0.32764326] [ 0.32752823 0.6926632 0.29244462 0.71825853 0.56479302] [ 0.45479785 0.5712363 0.65645529 0.58022454 0.56633579] [ 0.66469837 0.52139893 0.60236975 0.72564487 0.46699104] [ 0.84228477 0.37787681 0.50867963 0.22077338 0.4179587 ] [ 0.45628774 0.53825255 0.59393784 0.48731065 0.5534141 ] [ 0.52711021 0.42922916 0.52250703 0.59209771 0.43243353] [ 0.17181335 0.6484002 0.35091189 0.84532391 0.63748162] [ 0.66015995 0.65514484 0.47729649 0.48126629 0.49533737] [ 0.65453267 0.67220535 0.42200204 0.4563593 0.47367105] [ 0.49748507 0.52764465 0.38695707 0.45412734 0.48228973] [ 0.87550825 0.33053513 0.61317158 0.16048779 0.41447268] [ 0.69437256 0.40949255 0.64252407 0.60545141 0.4469734 ] [ 0.61247198 0.62537398 0.3410731 0.43374521 0.36547035] [ 0.50841818 0.39419089 0.58458183 0.3650308 0.47001389] [ 0.42259012 0.56848194 0.50384071 0.77188682 0.50986141] [ 0.79443158 0.61884742 0.43103841 0.38306818 0.45051525] [ 0.71615267 0.46943207 0.59670813 0.64361617 0.32989249] [ 0.60963845 0.54239623 0.52216305 0.4191259 0.60428103] [ 0.75697537 0.54102777 0.63636039 0.40389217 0.42029912] [ 0.61210705 0.4810074 0.55559901 0.41597555 0.47210021] [ 0.32738129 0.66026621 0.4398941 0.64354049 0.44174142] [ 0.5267266 0.4331212 0.54726771 0.34406592 0.37086352] [ 0.5483564 0.60158209 0.40603877 0.37269847 0.44708604] [ 0.33841354 0.5425576 0.47710571 0.73103569 0.60856114] [ 0.52106621 0.50865876 0.55826819 0.3222003 0.63201687] [ 0.62941189 0.53330934 0.47304092 0.46479639 0.37623155] [ 0.40650093 0.53133121 0.39198378 0.80120008 0.4662943 ] [ 0.56216825 0.50866959 0.38284261 0.61123561 0.43101654] [ 0.63192504 0.59512299 0.6020097 0.42494891 0.52854648] [ 0.48837851 0.52005615 0.6120548 0.69965004 0.6066439 ] [ 0.53395 0.38818715 0.42480307 0.75965495 0.47972645] [ 0.64656118 0.48023758 0.53757829 0.53881416 0.44644977] [ 0.6950424 0.51586921 0.41093766 0.70098241 0.31687303] [ 0.74810929 0.40645986 0.58862428 0.27593335 0.28004059] [ 0.50660426 0.63251 0.39548743 0.49219879 0.37906122] [ 0.46790798 0.54585804 0.52656995 0.7859026 0.55355882] [ 0.36259026 0.60872985 0.42454354 0.67206854 0.47605881] [ 0.35917899 0.47726221 0.45837145 0.69842678 0.46083838] [ 0.6450573 0.36812666 0.56310036 0.54331998 0.42023109] [ 0.74129129 0.4145709 0.49645002 0.2045382 0.44438159] [ 0.55385311 0.45109397 0.51080692 0.50314672 0.32167407] [ 0.31963997 0.50768384 0.5259585 0.8713765 0.64180223] [ 0.41000889 0.58325326 0.30478422 0.60759083 0.44221395] [ 0.28763391 0.545406 0.33034409 0.80183521 0.56030274] Progress: 58.8% ... Training loss: 0.421 ... Validation loss: 0.693[ 0.60048704 0.49346417 0.46365701 0.56005555 0.2700387 ] [ 0.21116005 0.67512018 0.363265 0.86507919 0.56093945] [ 0.56729527 0.42403439 0.59791863 0.40087849 0.41932925] [ 0.63711943 0.57782079 0.51055823 0.54885916 0.3641452 ] [ 0.60804346 0.42085599 0.62871549 0.30057138 0.50202228] [ 0.68001788 0.3529478 0.52407046 0.62865779 0.46225512] [ 0.21750121 0.59883617 0.48962491 0.77423983 0.49853419] [ 0.31295516 0.59571718 0.50781758 0.78312125 0.53234187] [ 0.55129567 0.52249734 0.53030407 0.42344508 0.39567537] [ 0.5236623 0.58789688 0.60068918 0.52812152 0.62958235] [ 0.89109139 0.42519575 0.58572535 0.16974383 0.27179195] [ 0.60395805 0.4394879 0.57200186 0.62341176 0.31358038] [ 0.59775078 0.40648652 0.59634085 0.63818725 0.46695021] [ 0.56824362 0.49348943 0.62167603 0.37676251 0.53164837] [ 0.64412441 0.56524801 0.26333874 0.54437198 0.34596721] [ 0.62304659 0.55241509 0.54287082 0.55389427 0.52697032] [ 0.29843132 0.73298514 0.30929882 0.74542118 0.47979321] [ 0.84155059 0.47259277 0.43948779 0.29003805 0.41027757] [ 0.26162985 0.6040693 0.51170238 0.62608782 0.53641245] [ 0.38761806 0.45979337 0.43288203 0.66748101 0.54003157] [ 0.45712373 0.34039305 0.47428507 0.50183794 0.43549021] [ 0.50574415 0.52310432 0.41276579 0.39866045 0.53899938] [ 0.41583189 0.54477778 0.40392736 0.50740475 0.45382493] [ 0.55261737 0.43539769 0.51498842 0.34846595 0.57650253] [ 0.78009805 0.35484072 0.58172405 0.22512472 0.42261202] [ 0.28344864 0.46401427 0.37043408 0.79120867 0.50621219] [ 0.75469917 0.34571054 0.42357649 0.32154383 0.44663132] [ 0.54700413 0.54342805 0.42897897 0.46087517 0.51354154] [ 0.58241589 0.6231883 0.34777681 0.40964793 0.47066779] [ 0.56444811 0.55991801 0.46939035 0.72106051 0.56622828] [ 0.34710427 0.68941593 0.35144285 0.76674936 0.57301136] [ 0.34652054 0.45033193 0.48183514 0.65284648 0.47471014] [ 0.69726273 0.41255498 0.5923873 0.5885724 0.36897352] [ 0.38945298 0.63349229 0.58592016 0.466468 0.61926166] [ 0.58401161 0.57091138 0.47811928 0.55238055 0.427503 ] [ 0.46408662 0.58187166 0.48518459 0.4301182 0.55423264] [ 0.46205832 0.58673078 0.61030807 0.49992497 0.5101895 ] [ 0.61356575 0.66199672 0.50449074 0.44896532 0.53561361] [ 0.62111296 0.48360842 0.44648082 0.30077292 0.37239047] [ 0.65056242 0.42550693 0.54080994 0.46919201 0.4865003 ] [ 0.48192084 0.45843286 0.43403979 0.81338064 0.57687889] [ 0.75368172 0.40090313 0.49293068 0.37458599 0.35096812] [ 0.61278339 0.5045916 0.57629937 0.5003732 0.44137113] [ 0.54346751 0.40551559 0.58923319 0.58388569 0.41651962] [ 0.70891306 0.50102683 0.51863335 0.40825144 0.54370647] [ 0.62872684 0.34355932 0.52327447 0.3168508 0.49673996] [ 0.75859723 0.48653208 0.47014695 0.29454675 0.44602261] [ 0.80767888 0.35908772 0.32213199 0.31236681 0.31607278] [ 0.74636721 0.52925906 0.32091702 0.4331396 0.32502282] [ 0.83216769 0.40931289 0.59331167 0.18800106 0.42104694] [ 0.60844468 0.53510526 0.47745098 0.3797779 0.4156319 ] [ 0.58182275 0.41740065 0.55195843 0.29281244 0.3949726 ] [ 0.40476567 0.56636284 0.30003819 0.54919475 0.43471858] [ 0.68819828 0.49316237 0.44123754 0.38103356 0.491412 ] [ 0.21116005 0.67512018 0.363265 0.86507919 0.56093945] [ 0.62189391 0.6052935 0.3992831 0.20088887 0.36480616] [ 0.74334991 0.39285085 0.58991664 0.33059987 0.53976224] [ 0.7340919 0.5591097 0.33142548 0.38820861 0.4591242 ] [ 0.747999 0.46948429 0.57729923 0.45862404 0.42239562] [ 0.33329525 0.53472788 0.37768823 0.8892927 0.56147443] [ 0.74486857 0.5423479 0.57074818 0.52997663 0.39308229] [ 0.48856676 0.61467822 0.48225345 0.59162807 0.59823439] [ 0.37685062 0.63151472 0.4268161 0.60603972 0.45609604] [ 0.48699746 0.58734614 0.46085667 0.54111988 0.66703795] [ 0.39959368 0.54554547 0.46059978 0.73863528 0.65155621] [ 0.85404643 0.41938593 0.47794194 0.26426714 0.38563706] [ 0.71404125 0.39175005 0.61157593 0.46980778 0.45139534] [ 0.80956956 0.36420733 0.48913974 0.2143459 0.39707495] [ 0.69089675 0.4262251 0.59778609 0.3004999 0.51348876] [ 0.48894939 0.42939278 0.4543562 0.33325715 0.52327855] [ 0.66097056 0.62466606 0.41409732 0.55099923 0.34910081] [ 0.58168373 0.47694695 0.5080568 0.69618985 0.38293306] [ 0.63615075 0.45738008 0.47238442 0.63558457 0.49263049] [ 0.6862682 0.36724911 0.49349357 0.36882833 0.40520081] [ 0.67207785 0.41368255 0.43452541 0.46683676 0.42440651] [ 0.58119428 0.56040203 0.53646463 0.47462535 0.41851555] [ 0.59168993 0.42982608 0.49572523 0.30822156 0.33281155] [ 0.32529153 0.5415532 0.52843768 0.5671343 0.52120282] [ 0.38673762 0.61693328 0.38907938 0.60093699 0.36777565] [ 0.56633948 0.36378531 0.36731524 0.29689686 0.36431434] [ 0.5240257 0.45213284 0.55600596 0.42243087 0.5871982 ] [ 0.72076495 0.40170691 0.47649554 0.36374382 0.39072622] [ 0.40704109 0.48475457 0.58858444 0.63392704 0.48179462] [ 0.52543064 0.59402373 0.58863611 0.50899538 0.59578798] [ 0.60330168 0.57496391 0.36888263 0.43154453 0.37386564] [ 0.42223485 0.52667523 0.34829908 0.68769401 0.50306187] [ 0.67795228 0.59011984 0.42355306 0.53806251 0.34640723] [ 0.48971226 0.46636382 0.61051965 0.64488807 0.58846684] [ 0.86677434 0.2725539 0.44703901 0.19416706 0.38732833] [ 0.3803251 0.45664708 0.59663465 0.76292679 0.58348125] [ 0.56255564 0.48846278 0.59555088 0.56950889 0.35918104] [ 0.73944551 0.54363167 0.3420554 0.30916102 0.347789 ] [ 0.4893767 0.49073989 0.36589915 0.58745351 0.49237977] [ 0.52518681 0.45017729 0.57631155 0.31934668 0.44634766] [ 0.62329791 0.44346193 0.58526575 0.26268898 0.5210112 ] [ 0.83349513 0.50982092 0.55994947 0.25338041 0.39717752] [ 0.39350273 0.58988291 0.43006627 0.50398328 0.55655238] [ 0.7562496 0.33193203 0.60448792 0.26266865 0.42420249] [ 0.51289465 0.47156377 0.62457389 0.61339404 0.49956915] [ 0.39594632 0.64865952 0.37268335 0.66129522 0.53657526] [ 0.56120828 0.41858787 0.45188438 0.29580698 0.63912057] [ 0.61010997 0.35876541 0.54684255 0.3115713 0.61269334] [ 0.64689891 0.46972338 0.44249193 0.53399085 0.47410219] [ 0.43643474 0.48299959 0.55793767 0.72295088 0.49965723] [ 0.70410872 0.46695615 0.51565278 0.27062162 0.50371481] [ 0.58150255 0.50676792 0.4852011 0.54791477 0.29501994] [ 0.7947567 0.36136983 0.63116674 0.23210416 0.41281863] [ 0.48145272 0.5227495 0.52674732 0.67107477 0.6141598 ] [ 0.80836727 0.45264742 0.34622147 0.30427675 0.37319978] [ 0.40566296 0.56512052 0.3785287 0.3444257 0.43788612] [ 0.50798414 0.37221479 0.54688494 0.29166274 0.40392341] [ 0.70838948 0.52124827 0.48913997 0.28420752 0.37824647] [ 0.54137854 0.60039369 0.40340612 0.74917835 0.40606356] [ 0.79101223 0.44915202 0.59487172 0.42241628 0.34184865] [ 0.76390861 0.49040757 0.42850717 0.39076127 0.50999444] [ 0.7310331 0.36296148 0.57947208 0.36511923 0.42563504] [ 0.55122935 0.5259622 0.4986374 0.39262899 0.45176145] [ 0.72636047 0.48624914 0.62392337 0.31529444 0.58033209] [ 0.56969913 0.52445888 0.43875376 0.56802347 0.37600249] [ 0.39006724 0.58522622 0.53905622 0.6333294 0.61990492] [ 0.42115517 0.632509 0.4691242 0.48068476 0.42762189] [ 0.55283277 0.54184213 0.48472192 0.52792266 0.4038043 ] [ 0.37503016 0.63882986 0.48190373 0.53194095 0.58906586] [ 0.52922771 0.39552853 0.44910383 0.5545195 0.54422113] [ 0.4080293 0.56865541 0.52894998 0.44767539 0.48251505] [ 0.82933577 0.49605242 0.46250491 0.45387235 0.39304831] [ 0.25334855 0.50562842 0.43929454 0.84093931 0.57915453] [ 0.63949708 0.46837876 0.45336452 0.37896353 0.46537567] Progress: 58.9% ... Training loss: 0.421 ... Validation loss: 0.693[ 0.86378836 0.42309584 0.41095623 0.26793306 0.37994147] [ 0.69324781 0.29174811 0.58333027 0.59873339 0.48266794] [ 0.76337392 0.42365319 0.58186992 0.29451619 0.54655911] [ 0.69681362 0.30185082 0.64694346 0.22900249 0.4733964 ] [ 0.25468683 0.61467485 0.38373689 0.84738634 0.55763919] [ 0.53000346 0.50257908 0.52933626 0.61935193 0.40859719] [ 0.25756244 0.56378168 0.35027063 0.89327765 0.66337274] [ 0.52866778 0.51119806 0.44066607 0.59884207 0.39658608] [ 0.33873558 0.71587238 0.45001492 0.71297168 0.42590535] [ 0.35165784 0.43510206 0.47696022 0.70191718 0.64308272] [ 0.37560456 0.53145728 0.49110688 0.51172378 0.48928418] [ 0.74715462 0.45014 0.47785683 0.26261608 0.39319859] [ 0.70721179 0.57599018 0.37015339 0.33497932 0.42939704] [ 0.78051798 0.47423908 0.48972818 0.20792288 0.29744939] [ 0.79762781 0.49555144 0.5846963 0.1552248 0.46159294] [ 0.38205423 0.59981132 0.38269092 0.52129741 0.50726527] [ 0.87445597 0.27611934 0.60122382 0.11625727 0.39882885] [ 0.32331311 0.69052304 0.28176599 0.58291134 0.4186717 ] [ 0.38802757 0.5925909 0.46935646 0.61528214 0.5625705 ] [ 0.42349962 0.5941433 0.35315566 0.54853985 0.34840119] [ 0.4231816 0.53302139 0.5562275 0.61010412 0.49970101] [ 0.61124329 0.58481426 0.4390855 0.28650179 0.45216085] [ 0.82585098 0.37993926 0.62493104 0.16804107 0.46478351] [ 0.48985928 0.52809636 0.39657339 0.5202862 0.54309468] [ 0.55992102 0.6703714 0.40287396 0.7274433 0.36575527] [ 0.5349819 0.47994444 0.51905675 0.52553997 0.44286838] [ 0.70499543 0.3985569 0.72899928 0.58474458 0.39647759] [ 0.49691423 0.47846074 0.39171305 0.55280029 0.48536966] [ 0.76667412 0.39968086 0.54881765 0.17473409 0.40379447] [ 0.25345345 0.49898271 0.46598525 0.79327073 0.47913538] [ 0.47212611 0.65454298 0.54825685 0.57962665 0.6303452 ] [ 0.46844765 0.49739798 0.52795907 0.63522929 0.60661675] [ 0.63806884 0.41243457 0.52994219 0.29158824 0.51566682] [ 0.34206746 0.69932639 0.39287371 0.70769995 0.37609229] [ 0.54535589 0.48462989 0.50456911 0.49592077 0.3721329 ] [ 0.83984963 0.37984503 0.58163566 0.35041232 0.36831187] [ 0.42098095 0.56438322 0.54934514 0.59090799 0.60938384] [ 0.64577829 0.39483352 0.43663411 0.47976782 0.42775961] [ 0.57189322 0.61171267 0.40922445 0.49624597 0.51231831] [ 0.7726151 0.39893418 0.60828711 0.2660548 0.43070133] [ 0.40223471 0.69535776 0.36033045 0.48763397 0.41462372] [ 0.23000884 0.5916434 0.51453433 0.75827266 0.39698935] [ 0.2455788 0.67771681 0.38824311 0.8108179 0.58751197] [ 0.55670837 0.57318188 0.46195103 0.61029129 0.62663097] [ 0.73918331 0.47158201 0.46377693 0.54883867 0.41591674] [ 0.81059962 0.36079507 0.52825995 0.3702351 0.45519258] [ 0.71532196 0.43276221 0.57496169 0.45778033 0.47209483] [ 0.32795999 0.65264184 0.4626283 0.59898089 0.5019317 ] [ 0.50263352 0.62350736 0.3346703 0.52585739 0.46250233] [ 0.4388858 0.48750496 0.51156455 0.50070255 0.58365975] [ 0.53551939 0.60711497 0.37826174 0.32176526 0.38427028] [ 0.73923167 0.45826897 0.42336591 0.36601583 0.44166394] [ 0.35190142 0.64480164 0.51347486 0.72786666 0.50382495] [ 0.50553696 0.47654796 0.61522485 0.61828245 0.44991925] [ 0.69210129 0.38520512 0.6456915 0.38490328 0.42742755] [ 0.42303844 0.46968117 0.45230455 0.65844593 0.51657348] [ 0.50174657 0.58970159 0.43651809 0.57708853 0.66504183] [ 0.21396897 0.70675414 0.3700558 0.82852195 0.48037184] [ 0.71402389 0.38419833 0.51399251 0.40990205 0.39309917] [ 0.50250959 0.60831542 0.3465251 0.59180681 0.39397172] [ 0.39179282 0.68844539 0.27475408 0.71563018 0.5371991 ] [ 0.68922471 0.39541689 0.42578795 0.59392842 0.30320525] [ 0.87730626 0.32333977 0.59227806 0.23362479 0.38598472] [ 0.59351199 0.37796318 0.4715875 0.54180617 0.3719031 ] [ 0.55613879 0.53638632 0.473285 0.68867797 0.42265808] [ 0.62519114 0.64917147 0.44812897 0.32694431 0.43049249] [ 0.74993794 0.41372118 0.52946078 0.3888566 0.38228153] [ 0.75179932 0.3969629 0.61361927 0.18873525 0.39945602] [ 0.45403595 0.57201225 0.39311748 0.71645252 0.51517924] [ 0.80495168 0.34839789 0.51291887 0.38011513 0.466259 ] [ 0.43225106 0.52184437 0.35057823 0.52070791 0.42531714] [ 0.72486547 0.39450669 0.62721093 0.52070871 0.43080992] [ 0.57189322 0.61171267 0.40922445 0.49624597 0.51231831] [ 0.79383687 0.4655802 0.55428833 0.23772043 0.43248814] [ 0.54886437 0.42961075 0.49391842 0.76293058 0.43172385] [ 0.67314853 0.67699107 0.40293745 0.55589017 0.42585149] [ 0.80774331 0.52654611 0.48821791 0.39231583 0.38973447] [ 0.57597606 0.44418591 0.58867522 0.61029965 0.34341361] [ 0.72202414 0.40455239 0.50808001 0.26976779 0.35631005] [ 0.51506963 0.47257067 0.47610388 0.55671387 0.61709733] [ 0.64982034 0.51795587 0.49312458 0.25474748 0.47464888] [ 0.29684645 0.62872979 0.36941413 0.77619369 0.53608213] [ 0.72973383 0.52416615 0.53916597 0.36386126 0.52916576] [ 0.60766785 0.48237822 0.42549577 0.60313356 0.48722557] [ 0.33201577 0.55600336 0.36574154 0.68879192 0.35277609] [ 0.682373 0.576066 0.2659093 0.45939719 0.39411554] [ 0.7745137 0.44544983 0.65268252 0.34413337 0.41314158] [ 0.83368517 0.38077935 0.67362333 0.22752041 0.41932456] [ 0.67109451 0.5545941 0.44868998 0.60762816 0.42666303] [ 0.76712645 0.47208939 0.56774055 0.24456934 0.56009306] [ 0.39149495 0.52572237 0.50355807 0.5524681 0.62671129] [ 0.69157327 0.53996903 0.44050698 0.38880892 0.40713681] [ 0.51121427 0.5105535 0.5057773 0.50712726 0.48014985] [ 0.85426422 0.39293917 0.60296099 0.26124354 0.40771543] [ 0.31716679 0.74937412 0.37928635 0.80110367 0.41071291] [ 0.71444362 0.36314903 0.63842115 0.28254021 0.48014026] [ 0.4388858 0.48750496 0.51156455 0.50070255 0.58365975] [ 0.80378551 0.44150166 0.47536684 0.30411787 0.44372315] [ 0.42256697 0.50584704 0.47726265 0.64978096 0.53014523] [ 0.58413747 0.59864407 0.56390795 0.51764872 0.38751422] [ 0.74513305 0.37113807 0.39822595 0.43925043 0.42588794] [ 0.62511744 0.51861345 0.37752975 0.47329612 0.34986751] [ 0.5110338 0.43252765 0.5711751 0.56996489 0.45803743] [ 0.46584651 0.49985286 0.41447245 0.71870328 0.47914293] [ 0.34952878 0.4988066 0.61038765 0.79921352 0.65772926] [ 0.43353956 0.54652982 0.44459233 0.57783211 0.48969419] [ 0.64641575 0.44554433 0.43398755 0.33404414 0.39769751] [ 0.3237085 0.63451924 0.24990454 0.7743322 0.50094023] [ 0.45259909 0.61492404 0.39404882 0.62639655 0.54688304] [ 0.74474313 0.39789453 0.47749546 0.21291258 0.40359636] [ 0.61027844 0.52656179 0.51641969 0.53918342 0.3740938 ] [ 0.43682918 0.53974655 0.49164623 0.64765983 0.47515229] [ 0.62927873 0.53080814 0.48508562 0.31734415 0.38067404] [ 0.32596885 0.60588855 0.38905926 0.80247469 0.66757505] [ 0.45561407 0.47845436 0.46160057 0.71025064 0.4302311 ] [ 0.7708577 0.41717892 0.60609066 0.19774175 0.48589994] [ 0.30083548 0.65090208 0.53088878 0.77887336 0.60119707] [ 0.58320872 0.46397265 0.61362803 0.29242014 0.52810754] [ 0.42997066 0.56611535 0.40288823 0.60182694 0.50952579] [ 0.78918027 0.54388997 0.54124747 0.47963083 0.3763155 ] [ 0.68523209 0.35314408 0.40885344 0.26242552 0.41728085] [ 0.33270617 0.63581524 0.35509005 0.69452632 0.38888906] [ 0.75468382 0.39700366 0.45729626 0.20991329 0.3187752 ] [ 0.56157807 0.58642065 0.3205178 0.47771687 0.40040974] [ 0.50032055 0.6069348 0.48224763 0.53544175 0.45941435] [ 0.61990263 0.52093833 0.43554213 0.36183258 0.46800379] [ 0.46153148 0.44638678 0.5183939 0.60831849 0.65834984] [ 0.72308781 0.34372051 0.51597992 0.30232263 0.40380815] Progress: 58.9% ... Training loss: 0.421 ... Validation loss: 0.693[ 0.75547533 0.52169595 0.39930982 0.26193053 0.34367558] [ 0.35613179 0.68437017 0.34823131 0.70285076 0.51659195] [ 0.86243877 0.3629443 0.58240093 0.26224252 0.40038135] [ 0.22258611 0.60571521 0.44921549 0.82883982 0.48906731] [ 0.39126269 0.5914624 0.38320031 0.34408223 0.53705103] [ 0.59989875 0.63787257 0.39946897 0.60416981 0.40114168] [ 0.27379535 0.59522947 0.32703185 0.73781424 0.64731297] [ 0.66620552 0.57482801 0.28264277 0.62214989 0.29380519] [ 0.70774166 0.40007998 0.56396464 0.3031393 0.50582239] [ 0.70504691 0.35461767 0.51390413 0.28262373 0.46524589] [ 0.69158617 0.51856698 0.47860849 0.2099822 0.43951811] [ 0.73056125 0.35623643 0.55078051 0.29532444 0.45744265] [ 0.37054666 0.60224235 0.45242236 0.5468987 0.495389 ] [ 0.45478537 0.60356639 0.43089925 0.74515837 0.55535111] [ 0.57286855 0.47019546 0.51485076 0.65280608 0.41174454] [ 0.21093783 0.7380455 0.37777858 0.78674191 0.47185883] [ 0.4413355 0.59051688 0.40929608 0.75634416 0.61153648] [ 0.19795161 0.62293762 0.35198521 0.83805093 0.56052123] [ 0.49063897 0.64760967 0.30463072 0.59258061 0.35848061] [ 0.63143548 0.49403993 0.51192721 0.41657857 0.43227618] [ 0.43052987 0.4627355 0.57630186 0.51650608 0.59609145] [ 0.67266611 0.4143674 0.36850589 0.24499655 0.33504265] [ 0.65349867 0.3124507 0.62875777 0.72466068 0.42897747] [ 0.57228918 0.46543933 0.45718024 0.49783319 0.4432164 ] [ 0.5122872 0.52836667 0.53124431 0.51252723 0.47736688] [ 0.85943827 0.36795764 0.53157933 0.14123436 0.37029036] [ 0.45926744 0.64223758 0.30368998 0.63163847 0.41430883] [ 0.85916162 0.48363221 0.55387153 0.34498981 0.38153165] [ 0.40696654 0.55675786 0.4567339 0.70704996 0.39823313] [ 0.56952975 0.52296772 0.51695035 0.64167783 0.35231332] [ 0.54512471 0.54821324 0.53778723 0.62537819 0.50017924] [ 0.47848759 0.62614186 0.31581678 0.47808256 0.34465961] [ 0.48133531 0.47878677 0.41279713 0.55506252 0.35127628] [ 0.75274194 0.46863549 0.51171917 0.48486095 0.47166746] [ 0.2878443 0.70042111 0.32721253 0.81514245 0.48880064] [ 0.57559576 0.55152613 0.47489767 0.52853721 0.58042194] [ 0.38075966 0.53902874 0.39831352 0.51936575 0.58723411] [ 0.46424815 0.56203448 0.5907303 0.56787138 0.43490042] [ 0.7303696 0.31930931 0.59643311 0.56581389 0.41039174] [ 0.43794937 0.56433369 0.48852611 0.77501625 0.46357912] [ 0.23560633 0.71669569 0.38489341 0.77699533 0.6516838 ] [ 0.66961562 0.4153406 0.46901021 0.55713369 0.44070157] [ 0.7347242 0.43191596 0.52738055 0.31816211 0.40070873] [ 0.49946075 0.62225961 0.50390412 0.66477008 0.44578868] [ 0.47709357 0.51430962 0.51589521 0.82789703 0.57666485] [ 0.50252301 0.5533295 0.6059474 0.57956506 0.33140162] [ 0.63508438 0.51714562 0.43233137 0.51244231 0.35725057] [ 0.36630737 0.69807678 0.42480362 0.63722378 0.39572874] [ 0.42859937 0.73365088 0.34214539 0.60777239 0.44570809] [ 0.62871452 0.49904793 0.49990764 0.23460589 0.47733858] [ 0.68387591 0.54028295 0.37354496 0.47063946 0.34449256] [ 0.48058573 0.4979205 0.5071503 0.74478198 0.4555594 ] [ 0.31932425 0.65460136 0.39049226 0.49417799 0.43688944] [ 0.619578 0.45403121 0.57424163 0.26163773 0.536886 ] [ 0.72057437 0.51584683 0.58390739 0.38200058 0.51503057] [ 0.49733945 0.47263386 0.54711923 0.45533125 0.70301068] [ 0.22443421 0.62755695 0.42038925 0.79328001 0.49324927] [ 0.35722336 0.60874667 0.52200897 0.5777221 0.47658461] [ 0.4995031 0.45422939 0.6184539 0.61351978 0.40902593] [ 0.62710917 0.58687835 0.52580776 0.47779206 0.40590937] [ 0.48029866 0.55023853 0.43262618 0.42109777 0.43489337] [ 0.75153834 0.53690117 0.56641539 0.44836132 0.42238769] [ 0.5493617 0.50744787 0.52255068 0.42865188 0.34990741] [ 0.41771507 0.54550452 0.349308 0.52910534 0.57486357] [ 0.74810631 0.33820527 0.59082477 0.36649211 0.32800188] [ 0.30339372 0.54829956 0.3997895 0.67246273 0.46574524] [ 0.2775639 0.60771435 0.38073658 0.75936381 0.55513237] [ 0.43952342 0.48724719 0.51166905 0.50031486 0.58357333] [ 0.74216872 0.31436402 0.70484437 0.3952969 0.40528159] [ 0.37641988 0.56086517 0.53635645 0.86349409 0.59613365] [ 0.66082625 0.63229319 0.44269581 0.41535556 0.41714234] [ 0.24810513 0.68933414 0.40648626 0.80023476 0.54865097] [ 0.26935981 0.62419695 0.40353183 0.70900703 0.47711265] [ 0.24604674 0.67749054 0.38832623 0.81045273 0.58742771] [ 0.79264746 0.48376439 0.56100806 0.31844557 0.42888921] [ 0.70410266 0.43342271 0.56918721 0.3407032 0.48077919] [ 0.77697661 0.41912296 0.50171545 0.32368697 0.46488785] [ 0.67421478 0.55878515 0.43547863 0.548957 0.54857485] [ 0.82668905 0.46010578 0.64332074 0.23426586 0.45522285] [ 0.61740411 0.39740406 0.66403445 0.49144465 0.44817186] [ 0.57252239 0.50003389 0.44119276 0.58308584 0.37445887] [ 0.63948086 0.41542643 0.42366944 0.39966085 0.44596061] [ 0.74516555 0.53145276 0.37341038 0.41909281 0.35513476] [ 0.65585586 0.53089075 0.50761381 0.30475057 0.58669432] [ 0.81270574 0.37699955 0.47287912 0.13345373 0.28735032] [ 0.59592488 0.59177451 0.32819555 0.71352785 0.56250346] [ 0.6972901 0.42507908 0.57843976 0.35107769 0.41009845] [ 0.65998097 0.50184558 0.54334799 0.28465617 0.41197237] [ 0.48650614 0.56804036 0.44837504 0.64207886 0.50130969] [ 0.54843917 0.61354666 0.56170782 0.60096647 0.54308859] [ 0.90364772 0.3948695 0.52104299 0.23913017 0.33337391] [ 0.64496303 0.55607074 0.53043506 0.43452235 0.37296987] [ 0.52828206 0.46827857 0.52813181 0.53208402 0.52005843] [ 0.28258484 0.52458008 0.49920116 0.74814392 0.43436771] [ 0.78237036 0.36644998 0.52572356 0.52988006 0.37967774] [ 0.70966287 0.5893548 0.37780799 0.52845695 0.50794956] [ 0.56468564 0.34108747 0.3725394 0.33086082 0.50102639] [ 0.18805775 0.59524388 0.5153213 0.81085101 0.65646825] [ 0.34231484 0.69154127 0.5100283 0.62875632 0.43902633] [ 0.3519236 0.57768503 0.36687441 0.77635174 0.48281182] [ 0.61749405 0.59194009 0.56278615 0.42956013 0.32117017] [ 0.15594028 0.73127157 0.31548809 0.70639062 0.53861874] [ 0.1782661 0.62079862 0.45337277 0.86060527 0.59306663] [ 0.25638182 0.57979052 0.54940731 0.5812057 0.51714348] [ 0.65236476 0.48379882 0.50975579 0.18444285 0.51535096] [ 0.45956587 0.57475861 0.29507204 0.59993836 0.5495453 ] [ 0.64088669 0.62222467 0.5506409 0.48295085 0.47351727] [ 0.61150202 0.48301483 0.6269386 0.52611526 0.54032482] [ 0.19613705 0.71798146 0.31894922 0.70330884 0.47537846] [ 0.85439687 0.43885595 0.50361278 0.29127969 0.2980375 ] [ 0.52462387 0.45295655 0.57764916 0.65838396 0.41151274] [ 0.53718739 0.61659985 0.43660287 0.65899001 0.34071969] [ 0.28058154 0.54610473 0.53387917 0.68015295 0.63211608] [ 0.41471989 0.48308507 0.5114693 0.5171879 0.59415488] [ 0.66013923 0.55039231 0.42166674 0.32267966 0.44460977] [ 0.62683942 0.42895845 0.51869952 0.29932094 0.61926254] [ 0.51423262 0.52077799 0.52148864 0.51349827 0.35568118] [ 0.65856118 0.46627242 0.46842635 0.69748566 0.32638106] [ 0.57966313 0.560832 0.59260461 0.48500034 0.63557494] [ 0.64341072 0.52083251 0.5267253 0.51302838 0.47100184] [ 0.74829842 0.48407057 0.58447476 0.48148826 0.42073224] [ 0.23795928 0.64931802 0.55450412 0.78451426 0.70659514] [ 0.53919708 0.51998514 0.46849136 0.47612264 0.44477196] [ 0.80683441 0.29997225 0.51663246 0.58714573 0.36252321] [ 0.5969999 0.46632083 0.57156751 0.65887937 0.48927982] [ 0.59673021 0.50052869 0.48693094 0.41042055 0.4493669 ] [ 0.72073545 0.39187268 0.56695923 0.60595045 0.43845745] [ 0.69667403 0.42186391 0.54322592 0.64494056 0.42754906] Progress: 59.0% ... Training loss: 0.421 ... Validation loss: 0.693[ 0.40051246 0.558624 0.46779312 0.79180858 0.6686875 ] [ 0.53870673 0.50075004 0.52326901 0.72141261 0.54734959] [ 0.76782888 0.59062481 0.5675039 0.36567187 0.45821458] [ 0.74285913 0.51616483 0.55802502 0.26592411 0.50067438] [ 0.36860925 0.57664179 0.55843749 0.71186182 0.49241581] [ 0.46518508 0.50846803 0.42419453 0.57221479 0.52936379] [ 0.65499678 0.39552003 0.46700497 0.32995493 0.4046261 ] [ 0.67449977 0.30930993 0.50126662 0.23869678 0.39684739] [ 0.37161123 0.51900711 0.49977797 0.74169203 0.59229764] [ 0.41890282 0.38940614 0.57049241 0.41996866 0.44852723] [ 0.5561983 0.47691666 0.480285 0.48206162 0.67024764] [ 0.46159327 0.42291078 0.47984826 0.72158675 0.51469044] [ 0.70192928 0.4451558 0.49154712 0.42429103 0.35438928] [ 0.41986767 0.72201482 0.3567426 0.77177796 0.48027964] [ 0.23668285 0.70690178 0.34076734 0.85041185 0.57851439] [ 0.5114178 0.48091256 0.62072058 0.70886514 0.52286899] [ 0.58455849 0.41678358 0.59821793 0.32859319 0.46387615] [ 0.64243183 0.41428156 0.58126217 0.43579914 0.44615586] [ 0.47169554 0.61427678 0.46541901 0.63781929 0.63528708] [ 0.77484934 0.50455305 0.54997345 0.2199153 0.50154875] [ 0.35849016 0.60312484 0.37231913 0.60964094 0.48042527] [ 0.19346867 0.59739172 0.38501508 0.82444471 0.56058078] [ 0.48792247 0.57964501 0.36477353 0.31545888 0.3787181 ] [ 0.69290276 0.5111737 0.47484825 0.34569252 0.37081991] [ 0.78454214 0.43231064 0.53399787 0.32150633 0.34726152] [ 0.68471948 0.58600485 0.44418481 0.46103699 0.31563583] [ 0.44443943 0.67757894 0.35238291 0.4743678 0.43681556] [ 0.45876792 0.4768841 0.54411614 0.73162489 0.5667835 ] [ 0.41175129 0.55130549 0.44946426 0.52320014 0.47428099] [ 0.69398911 0.52263715 0.53869069 0.5960855 0.38887249] [ 0.6014434 0.57736068 0.5178995 0.52732754 0.45755332] [ 0.80983919 0.30400799 0.56232623 0.18078125 0.42134203] [ 0.50127605 0.6314695 0.48663927 0.62601188 0.46670221] [ 0.65956185 0.59171156 0.43470066 0.62381457 0.37169728] [ 0.6138587 0.61285752 0.38065648 0.622383 0.3645791 ] [ 0.29847403 0.5646872 0.53519989 0.7832337 0.57541617] [ 0.31085443 0.63342538 0.48669729 0.63178715 0.45874905] [ 0.76575697 0.50585659 0.40627592 0.27887229 0.3252622 ] [ 0.56971691 0.55200791 0.4849458 0.58336979 0.42153271] [ 0.66062093 0.37397255 0.63053048 0.34075704 0.47323217] [ 0.43391152 0.49834691 0.46382715 0.60562808 0.44221421] [ 0.72291582 0.48403726 0.45400181 0.38509445 0.32916107] [ 0.54260428 0.50858458 0.42715926 0.45318194 0.50562118] [ 0.36471364 0.60505715 0.44132333 0.66489494 0.54700463] [ 0.62629869 0.56079374 0.49900331 0.48078401 0.37309756] [ 0.64077481 0.40175644 0.62508447 0.37507237 0.50977943] [ 0.67026351 0.58947848 0.53240162 0.29145831 0.58698904] [ 0.48427515 0.48819874 0.43852538 0.54399365 0.52051132] [ 0.2934567 0.42915154 0.45304801 0.82781719 0.67400912] [ 0.7714885 0.46763274 0.6703347 0.2492781 0.43532558] [ 0.12733798 0.65570616 0.54450766 0.80546532 0.67542456] [ 0.37185511 0.45533021 0.4671877 0.66494826 0.62816462] [ 0.51088954 0.51140579 0.49809543 0.72837739 0.42304044] [ 0.52771922 0.58852679 0.44010143 0.64251386 0.39384573] [ 0.5668387 0.50435244 0.42607178 0.50674101 0.42802411] [ 0.78232617 0.44942086 0.45428661 0.28661434 0.35139843] [ 0.28872276 0.60423609 0.3196608 0.70212427 0.51936258] [ 0.3551188 0.63360969 0.38651835 0.836775 0.52668294] [ 0.50727035 0.5925699 0.34454883 0.4270814 0.51466672] [ 0.55241551 0.67117764 0.47944474 0.51121541 0.54047129] [ 0.50416546 0.45829179 0.57410501 0.32819396 0.46328249] [ 0.76334613 0.43128935 0.52927626 0.31194227 0.4533273 ] [ 0.72549975 0.32387771 0.59651238 0.50735261 0.42538854] [ 0.19347053 0.5646953 0.45522529 0.7576525 0.57498595] [ 0.54936137 0.46120712 0.56443489 0.54150181 0.42506655] [ 0.54782039 0.65269853 0.34012424 0.57435028 0.46823822] [ 0.53619328 0.43786039 0.56763188 0.48488753 0.49582917] [ 0.6455972 0.48565559 0.70086323 0.44114885 0.47116055] [ 0.69046685 0.39211164 0.38318574 0.44885388 0.54572987] [ 0.42130945 0.69610705 0.4118415 0.54912882 0.38812888] [ 0.7062121 0.32140302 0.63779249 0.46033163 0.39611753] [ 0.47049332 0.46091655 0.38093066 0.77318339 0.50827876] [ 0.32572078 0.6346468 0.44191459 0.62952147 0.58330149] [ 0.43671796 0.52704774 0.42475905 0.60385584 0.58247169] [ 0.70832499 0.48680594 0.59616183 0.5738104 0.36699601] [ 0.7881553 0.4193379 0.60100472 0.27950703 0.42928245] [ 0.77502551 0.45236852 0.4583064 0.35413661 0.33278089] [ 0.75859198 0.40009504 0.54447953 0.59225961 0.37840113] [ 0.48506885 0.59469597 0.37792587 0.51408786 0.30490314] [ 0.34910249 0.69716117 0.35692274 0.75498652 0.57699717] [ 0.63669512 0.41568545 0.5353675 0.19160188 0.37836039] [ 0.55867344 0.66847887 0.29115013 0.63777071 0.33970663] [ 0.55649278 0.33434286 0.33087349 0.34797547 0.41789938] [ 0.64413139 0.58355127 0.3773485 0.504416 0.51246451] [ 0.62560973 0.5531121 0.46761063 0.38435842 0.40122617] [ 0.52910538 0.44185154 0.56921595 0.55567384 0.37917266] [ 0.37502871 0.54171342 0.60025111 0.79235589 0.69865078] [ 0.54461132 0.39999806 0.61290513 0.63746065 0.37388044] [ 0.53543372 0.47579546 0.50414449 0.51275024 0.39856175] [ 0.66091074 0.62339511 0.47315309 0.50014208 0.35871431] [ 0.77352672 0.32114864 0.52634717 0.25124009 0.36482634] [ 0.64206165 0.47599878 0.6060842 0.56056717 0.46736215] [ 0.65357691 0.5749022 0.38403191 0.46433827 0.4259354 ] [ 0.70438057 0.50948598 0.3758198 0.31211123 0.32101543] [ 0.87812755 0.30237269 0.57947322 0.13855971 0.35972107] [ 0.48013518 0.49003178 0.51352816 0.61367749 0.3924252 ] [ 0.65066478 0.47323698 0.48024834 0.56597649 0.31479491] [ 0.75364423 0.36839497 0.5755201 0.24839978 0.36206526] [ 0.66827812 0.42073565 0.46539648 0.55326325 0.49062328] [ 0.72304876 0.39875542 0.46385311 0.5481714 0.41898792] [ 0.61089295 0.39428107 0.61455744 0.29510824 0.56278272] [ 0.59300572 0.42799972 0.40035323 0.44199718 0.35229462] [ 0.49162815 0.64414339 0.34370789 0.72849131 0.49761671] [ 0.63895118 0.61330869 0.42558265 0.5792721 0.36760877] [ 0.57438526 0.5556965 0.58887757 0.46172676 0.5369448 ] [ 0.63046055 0.52476959 0.48966381 0.3328458 0.41018491] [ 0.72253071 0.55464128 0.40884617 0.37194292 0.37018317] [ 0.35072716 0.66844093 0.39637688 0.49115707 0.66413928] [ 0.29351996 0.54144557 0.50104749 0.79138312 0.64353765] [ 0.75208184 0.51726069 0.38146026 0.2791375 0.36604489] [ 0.36480663 0.62319428 0.39898308 0.53621208 0.46702552] [ 0.75000757 0.44027817 0.50737304 0.34814372 0.41416945] [ 0.50163108 0.64090086 0.31628453 0.60326617 0.31409873] [ 0.533415 0.60171239 0.48906386 0.56629498 0.53519661] [ 0.60989492 0.55864618 0.49378381 0.51384352 0.4326412 ] [ 0.71359044 0.69869317 0.32234878 0.56847102 0.37887217] [ 0.37506445 0.61447915 0.54743092 0.65278034 0.54191104] [ 0.54614868 0.53348668 0.58659283 0.57998881 0.57390569] [ 0.75456208 0.2574968 0.57814012 0.27194201 0.41699797] [ 0.65610366 0.53712512 0.61180308 0.4898729 0.47706673] [ 0.84702512 0.40146751 0.52494974 0.22655987 0.43387096] [ 0.40724144 0.7307882 0.29475499 0.65344489 0.46436633] [ 0.81476926 0.39129136 0.57753165 0.23442559 0.41614369] [ 0.56578965 0.51035795 0.54209388 0.67372486 0.48418864] [ 0.81307562 0.41279456 0.47985631 0.38169199 0.45822201] [ 0.70808431 0.31560078 0.5916728 0.45483517 0.41577371] [ 0.78447845 0.45714812 0.46519216 0.40443991 0.45318129] [ 0.6129831 0.63418965 0.37654883 0.46204692 0.39641569] Progress: 59.0% ... Training loss: 0.421 ... Validation loss: 0.694[ 0.39042206 0.49018628 0.51480503 0.54036581 0.65816756] [ 0.62004497 0.58857854 0.66304618 0.53824169 0.5079889 ] [ 0.60516888 0.50516324 0.44230705 0.72591724 0.3832491 ] [ 0.39604765 0.58425555 0.54703521 0.76319444 0.56193333] [ 0.46594394 0.50807825 0.42434722 0.57179562 0.52923196] [ 0.60841823 0.55410903 0.53806432 0.45452967 0.433031 ] [ 0.74520338 0.50132525 0.45037798 0.37917357 0.39000156] [ 0.63748939 0.60431258 0.34104263 0.50122612 0.4485214 ] [ 0.69248916 0.51722367 0.45916236 0.36880228 0.35346098] [ 0.31243465 0.57930108 0.44887228 0.7795617 0.48771282] [ 0.76280866 0.48001966 0.53158522 0.38791536 0.51524558] [ 0.71079566 0.35317978 0.62355078 0.34126072 0.44258943] [ 0.50041321 0.60748118 0.26614095 0.51174259 0.43245661] [ 0.75075741 0.55823716 0.41632719 0.2061752 0.34498699] [ 0.21641346 0.70545529 0.37059097 0.82727669 0.47988899] [ 0.62184605 0.4250592 0.50603364 0.37361951 0.41467487] [ 0.78490855 0.37953754 0.63403192 0.56297431 0.36808296] [ 0.41145289 0.68299344 0.29064234 0.61201388 0.50800358] [ 0.49930388 0.70838481 0.46446321 0.72665899 0.43094812] [ 0.63324029 0.40611643 0.4138698 0.31258102 0.38198157] [ 0.5188715 0.55458643 0.41946192 0.38752035 0.43579739] [ 0.48077337 0.41411216 0.50269704 0.61867963 0.39559103] [ 0.6588965 0.39183077 0.66988906 0.33494785 0.38595345] [ 0.70882609 0.47551484 0.4897675 0.57952795 0.41590535] [ 0.37376736 0.61711202 0.44556666 0.64195999 0.48361833] [ 0.50123704 0.56458232 0.37760579 0.46058986 0.41612344] [ 0.44536682 0.4995615 0.4577446 0.60963709 0.38562657] [ 0.55304973 0.5122966 0.3909643 0.44879731 0.49726712] [ 0.57446055 0.55566439 0.58888775 0.46166953 0.53694476] [ 0.7599714 0.31367988 0.42548394 0.36771206 0.45614954] [ 0.51636794 0.45163822 0.50755282 0.51266227 0.49388973] [ 0.60440923 0.45336065 0.56215197 0.37370148 0.52423508] [ 0.49581707 0.49646741 0.50221096 0.77428453 0.51772541] [ 0.43680621 0.61492478 0.44539238 0.73900164 0.56576348] [ 0.24333558 0.59724478 0.46482727 0.8114336 0.48436613] [ 0.35585148 0.63344806 0.35131525 0.66777783 0.38208647] [ 0.43785029 0.43173959 0.63782153 0.60854643 0.61281505] [ 0.69298875 0.49979977 0.48805616 0.29233846 0.37669383] [ 0.86159484 0.30236914 0.51374469 0.26732361 0.38233484] [ 0.58322666 0.6661995 0.48947086 0.66547368 0.53045187] [ 0.69658224 0.40831303 0.64295671 0.60388014 0.44657609] [ 0.55986184 0.45013409 0.49164258 0.77215845 0.59561451] [ 0.42985141 0.624808 0.26016526 0.72560885 0.47487804] [ 0.56609184 0.52051849 0.59402514 0.40979411 0.63881776] [ 0.59819514 0.50964988 0.41141887 0.56774557 0.54216673] [ 0.57314417 0.5020253 0.44139683 0.51205548 0.55367027] [ 0.55704175 0.54590135 0.36758428 0.54003346 0.39324992] [ 0.41227936 0.61771866 0.50082322 0.53089289 0.57317909] [ 0.66494245 0.59502265 0.43894624 0.53050132 0.35063202] [ 0.4783575 0.51661558 0.56029991 0.55657629 0.43228748] [ 0.74379119 0.50791803 0.59400405 0.39271065 0.45265128] [ 0.82702248 0.55855778 0.46396079 0.4136956 0.42056054] [ 0.6750543 0.48734528 0.45087166 0.58392063 0.26873842] [ 0.67691118 0.50742787 0.53456465 0.36938891 0.53872496] [ 0.80167156 0.37846288 0.60523264 0.21353395 0.43536733] [ 0.34529092 0.56594363 0.54206598 0.74385759 0.43372351] [ 0.58870635 0.54454965 0.45296864 0.47683961 0.44254781] [ 0.51427321 0.53145264 0.43385451 0.59481581 0.46736524] [ 0.59020731 0.45858388 0.47853628 0.47724684 0.59689662] [ 0.42027184 0.50207167 0.48649205 0.85495293 0.60495845] [ 0.56870475 0.45581542 0.55605789 0.64226574 0.43453414] [ 0.72086983 0.45343763 0.40962618 0.2405525 0.34968533] [ 0.44934557 0.576082 0.62558391 0.54636457 0.51445754] [ 0.82511653 0.46662328 0.54401564 0.25068534 0.40980089] [ 0.86335485 0.3790382 0.61487171 0.14079375 0.34149395] [ 0.6149545 0.64487726 0.50869866 0.4526783 0.62939086] [ 0.5040749 0.49567443 0.4767778 0.50749211 0.50540893] [ 0.76748878 0.34014911 0.52663863 0.19429316 0.45315428] [ 0.35863143 0.52964067 0.413589 0.67371445 0.45678596] [ 0.3712847 0.66138341 0.35356887 0.65813698 0.47019483] [ 0.35068578 0.64822259 0.53209626 0.6897055 0.50029455] [ 0.73546946 0.52807724 0.53172111 0.41423546 0.48926786] [ 0.42194321 0.57778254 0.42221723 0.73688441 0.49640082] [ 0.33406434 0.55455467 0.38642756 0.67853217 0.44514477] [ 0.72593986 0.44827616 0.42011117 0.29178811 0.39818324] [ 0.48569044 0.54875172 0.35530378 0.48113268 0.39160297] [ 0.53497632 0.42954227 0.53861974 0.38675547 0.45015653] [ 0.29200891 0.53335118 0.44913327 0.80283314 0.48371258] [ 0.75542149 0.42942189 0.42861086 0.43053193 0.33703039] [ 0.65090239 0.54480654 0.4911802 0.34239276 0.44060958] [ 0.40912134 0.61332572 0.48214768 0.49708795 0.45981274] [ 0.34814552 0.64283813 0.57674531 0.68013858 0.65688253] [ 0.47122272 0.65068857 0.40073243 0.81519577 0.50530897] [ 0.5435962 0.44966254 0.47662151 0.71729709 0.46693825] [ 0.55697518 0.37740978 0.48231494 0.7186393 0.46165897] [ 0.59732829 0.34572686 0.41000316 0.50810406 0.45497127] [ 0.70281302 0.51494356 0.61614831 0.49803873 0.45480201] [ 0.51386208 0.50391693 0.48657059 0.42066451 0.44521077] [ 0.66008181 0.37426455 0.63041138 0.34105859 0.47334842] [ 0.45264957 0.5520523 0.45153885 0.47076701 0.53612318] [ 0.71335003 0.38913512 0.55252833 0.31287549 0.59249965] [ 0.86985827 0.34313627 0.54891613 0.13869267 0.29234117] [ 0.71572637 0.33492041 0.55202829 0.21070477 0.37543135] [ 0.4189344 0.52244644 0.49062415 0.77876562 0.6096818 ] [ 0.36845374 0.58153858 0.40435033 0.78809194 0.37033265] [ 0.33227244 0.60838135 0.4361005 0.57396713 0.35621891] [ 0.69988103 0.4517877 0.37668377 0.2704071 0.34346978] [ 0.79719982 0.4492242 0.47367781 0.43764444 0.40105539] [ 0.65242928 0.48666682 0.57406396 0.64780711 0.47957548] [ 0.61735135 0.46300546 0.60006022 0.42422075 0.54988269] [ 0.41596218 0.59946984 0.49873294 0.67971285 0.53352525] [ 0.81155313 0.53075338 0.47255687 0.49866782 0.37015026] [ 0.41424769 0.40276976 0.53812091 0.4568007 0.65807597] [ 0.46599494 0.48401197 0.4586672 0.35656713 0.61505651] [ 0.61157327 0.44722341 0.45758272 0.67792203 0.39068191] [ 0.32164289 0.50735971 0.48383333 0.71045868 0.59043515] [ 0.74191554 0.44588411 0.47481972 0.44575722 0.52528191] [ 0.5087136 0.56084069 0.59086417 0.70023879 0.47588218] [ 0.66706532 0.59071654 0.41545354 0.41785327 0.41247565] [ 0.51849115 0.63284967 0.54968851 0.56356278 0.64034132] [ 0.27921862 0.6941296 0.39852568 0.73641314 0.53264107] [ 0.33295723 0.5783128 0.46992178 0.65528473 0.415466 ] [ 0.62209987 0.50195271 0.64445099 0.48396903 0.48091786] [ 0.4979539 0.6718397 0.36249697 0.49158724 0.38712007] [ 0.61959968 0.57931292 0.53877976 0.37420009 0.46461601] [ 0.54842856 0.47442218 0.51428523 0.58333653 0.46079424] [ 0.43906771 0.55178611 0.49472445 0.52523928 0.48628298] [ 0.47366565 0.55464495 0.44779415 0.65194969 0.50888475] [ 0.52969158 0.54091967 0.4951288 0.57989863 0.48327198] [ 0.64777147 0.52889704 0.42516944 0.65139917 0.32661291] [ 0.57747874 0.38552355 0.53741364 0.41698796 0.49185511] [ 0.63625949 0.46242717 0.73208484 0.45521973 0.45074295] [ 0.653361 0.54764455 0.35095131 0.47600417 0.45496918] [ 0.56609458 0.44688536 0.45531882 0.53254048 0.39421811] [ 0.76348079 0.36408616 0.60092877 0.2434591 0.45806272] [ 0.53967505 0.48933517 0.53678275 0.51291655 0.39047402] [ 0.77207539 0.44961209 0.38492976 0.24026822 0.3487955 ] [ 0.20632578 0.61063029 0.43610573 0.83150595 0.56035745] Progress: 59.0% ... Training loss: 0.421 ... Validation loss: 0.695[ 0.63553128 0.39657721 0.35431465 0.31023454 0.34644241] [ 0.42911622 0.61296122 0.42686786 0.66630301 0.38275716] [ 0.40494963 0.54153582 0.61550517 0.40164385 0.60256177] [ 0.4597232 0.54152509 0.41466831 0.71452497 0.57497459] [ 0.1050281 0.60691526 0.49889148 0.84568193 0.62167958] [ 0.32350622 0.53064496 0.58890784 0.76257809 0.59630122] [ 0.26388817 0.54979955 0.38005225 0.84754065 0.4981492 ] [ 0.2653139 0.60721962 0.43554702 0.8306807 0.51033616] [ 0.47169342 0.46789056 0.51257351 0.67149412 0.47290739] [ 0.30960097 0.62378545 0.46815808 0.63367197 0.41620919] [ 0.28826402 0.58035272 0.5447819 0.71499448 0.56710683] [ 0.62312718 0.50153878 0.37731762 0.56537672 0.38724323] [ 0.37189531 0.50218105 0.44615479 0.72224844 0.43913219] [ 0.41513147 0.63926618 0.34700281 0.56412216 0.45840396] [ 0.31655056 0.66422111 0.56290791 0.67201548 0.4774552 ] [ 0.74221271 0.49487112 0.6238782 0.55808883 0.32752564] [ 0.76107555 0.30841117 0.58213678 0.37602521 0.47227562] [ 0.51928366 0.55441341 0.41953066 0.38730486 0.43573316] [ 0.4146451 0.57474383 0.492131 0.40368261 0.49805549] [ 0.35409975 0.63933341 0.44072679 0.55204622 0.4943502 ] [ 0.64860663 0.48003569 0.4949656 0.32245448 0.41082826] [ 0.38512955 0.41445014 0.46898226 0.41218182 0.74837619] [ 0.32915879 0.56742078 0.32985778 0.56427441 0.42808097] [ 0.69417595 0.54861336 0.54825049 0.46912478 0.45233416] [ 0.41154291 0.45721661 0.65939157 0.65577913 0.50216793] [ 0.73685557 0.40972376 0.62124065 0.59672456 0.4277995 ] [ 0.80103462 0.46061859 0.51159376 0.31487535 0.45833171] [ 0.22255601 0.64351206 0.45769799 0.86134019 0.62760192] [ 0.70605284 0.46393295 0.57817343 0.27473837 0.39477947] [ 0.66013307 0.5262803 0.53207896 0.38769555 0.49095768] [ 0.69426027 0.66279918 0.38183873 0.33046683 0.38752682] [ 0.57887405 0.62648278 0.31310904 0.59874566 0.49905131] [ 0.54930394 0.45909603 0.42400639 0.39567931 0.47471227] [ 0.4137348 0.55309777 0.47575953 0.76282647 0.50471101] [ 0.50037371 0.6416283 0.46449827 0.49160705 0.45048213] [ 0.24868605 0.63583723 0.49545931 0.69524103 0.58060481] [ 0.35441495 0.75267393 0.38133175 0.66761224 0.43318947] [ 0.73979721 0.4313089 0.55478678 0.37229333 0.5386972 ] [ 0.81424443 0.49932047 0.59616699 0.20669506 0.45062832] [ 0.79336284 0.36843604 0.48026238 0.33360504 0.37723261] [ 0.53656506 0.62954023 0.26789437 0.5081937 0.39259785] [ 0.68344524 0.40672387 0.35175345 0.34819512 0.40732352] [ 0.43474978 0.49792754 0.46398622 0.60517496 0.44207897] [ 0.31200347 0.55621667 0.33708217 0.5416481 0.38833265] [ 0.3548282 0.57595825 0.46047378 0.755348 0.40800801] [ 0.78561756 0.37038617 0.526681 0.24173405 0.47741776] [ 0.70774135 0.47588374 0.35979759 0.43132383 0.45511777] [ 0.85719842 0.32503486 0.64510768 0.15351986 0.44158217] [ 0.53489455 0.52449233 0.50538185 0.74282716 0.4317831 ] [ 0.80817364 0.46590798 0.57027431 0.19354984 0.43439179] [ 0.82404838 0.30027142 0.54067002 0.14422498 0.43328668] [ 0.71190725 0.44973167 0.42188578 0.23474284 0.43191867] [ 0.66864636 0.40586086 0.51117395 0.64495745 0.32950276] [ 0.29865895 0.60804974 0.36592588 0.84936833 0.57072769] [ 0.76306394 0.56386338 0.38146403 0.60040292 0.36237831] [ 0.79780655 0.27616255 0.55420787 0.29018158 0.50054417] [ 0.30513515 0.64769245 0.55099088 0.65428273 0.56597532] [ 0.52271891 0.45288898 0.555714 0.42303493 0.58745031] [ 0.79120487 0.51885967 0.60634918 0.41781226 0.30112639] [ 0.78321017 0.48947244 0.52110064 0.34922802 0.3615447 ] [ 0.49665514 0.51442915 0.43974094 0.65784723 0.53796359] [ 0.56529036 0.36833881 0.54185193 0.59473899 0.38732521] [ 0.62632224 0.41534076 0.60562527 0.59033038 0.38915088] [ 0.80973191 0.41878668 0.57937889 0.23752436 0.44471455] [ 0.33801935 0.60924967 0.44722576 0.68472766 0.54806896] [ 0.49139614 0.54037458 0.58312182 0.53503746 0.63453747] [ 0.25739918 0.54991117 0.38409305 0.85839843 0.63305543] [ 0.53308735 0.5549879 0.58070559 0.40528843 0.46379817] [ 0.70190661 0.53713426 0.51690507 0.44060523 0.50932189] [ 0.78181656 0.42621331 0.64168312 0.23114462 0.39862184] [ 0.55298281 0.54560432 0.48150902 0.42575625 0.68804092] [ 0.81220064 0.53024069 0.47275896 0.49805996 0.36998832] [ 0.85400705 0.35531542 0.61242295 0.20958343 0.43378519] [ 0.66981606 0.57374399 0.59812151 0.42256764 0.48019564] [ 0.48159327 0.53521868 0.39571414 0.63699684 0.42875382] [ 0.70253809 0.65783935 0.35909983 0.59760476 0.36230091] [ 0.18260942 0.55809553 0.32998302 0.84972286 0.6140751 ] [ 0.230166 0.61867643 0.42830693 0.54769752 0.58671348] [ 0.3944824 0.6867356 0.39801254 0.81622638 0.57051816] [ 0.42457624 0.64710763 0.44206962 0.76962564 0.60522594] [ 0.72545601 0.5104817 0.4307074 0.29232662 0.49621917] [ 0.33137156 0.47938092 0.46121649 0.82808651 0.71771806] [ 0.51178859 0.43160857 0.58754909 0.68728444 0.3697257 ] [ 0.63718337 0.40064186 0.56228754 0.31752637 0.4240095 ] [ 0.55000008 0.42355567 0.55962347 0.63101419 0.41077433] [ 0.28831603 0.55140929 0.48322495 0.80190042 0.47178686] [ 0.65939063 0.56322911 0.50461559 0.63292445 0.54564204] [ 0.40032077 0.56739702 0.41678543 0.62009885 0.54158417] [ 0.60082131 0.5628668 0.5342899 0.41029709 0.41602878] [ 0.66712677 0.63997936 0.3775194 0.56517357 0.42054599] [ 0.4000906 0.61332249 0.43404826 0.7021083 0.38920126] [ 0.72687181 0.48261117 0.4240863 0.27445939 0.39274698] [ 0.7146583 0.58439716 0.5104708 0.43744528 0.44169786] [ 0.3262392 0.51801432 0.55764253 0.80081818 0.67652187] [ 0.61308156 0.42436454 0.53872473 0.5647079 0.36395765] [ 0.60763833 0.60124114 0.46319564 0.40943361 0.66283888] [ 0.21835912 0.65218019 0.44764407 0.84402566 0.4642542 ] [ 0.80334055 0.3720866 0.59476374 0.35943352 0.35350719] [ 0.57501412 0.52422684 0.46584313 0.64273337 0.39683064] [ 0.5099962 0.5414687 0.60116588 0.48424876 0.4188444 ] [ 0.38043789 0.5559642 0.52063538 0.48019994 0.43510982] [ 0.32065895 0.54146677 0.41361011 0.77932672 0.47688437] [ 0.57403292 0.46468762 0.45745651 0.49672762 0.44299078] [ 0.78743386 0.33547657 0.48639783 0.63638375 0.39927799] [ 0.55655799 0.50951593 0.45365029 0.4176421 0.50891098] [ 0.65765751 0.43417044 0.47084956 0.35916315 0.33174678] [ 0.57829191 0.48142718 0.41142691 0.59028745 0.3316685 ] [ 0.51035023 0.41406867 0.60513022 0.36011035 0.58634053] [ 0.71906167 0.44302996 0.64585282 0.48582327 0.41456101] [ 0.68550244 0.39913211 0.46937283 0.29079929 0.34930381] [ 0.63187418 0.60194012 0.36749614 0.50750648 0.32426003] [ 0.2962567 0.63383468 0.35121328 0.66941969 0.49512857] [ 0.51499443 0.48137511 0.37681179 0.51980001 0.50630732] [ 0.45325588 0.49297794 0.59114679 0.53777521 0.47969416] [ 0.60914341 0.53219229 0.51351263 0.45656681 0.61814341] [ 0.45841729 0.53792294 0.46020338 0.78730588 0.54941359] [ 0.77411076 0.48755699 0.52313511 0.41552759 0.41302915] [ 0.845545 0.34071877 0.43522617 0.18776603 0.41466639] [ 0.33393982 0.57213289 0.505035 0.73640266 0.61875743] [ 0.41211821 0.58232717 0.52778154 0.7922241 0.6279617 ] [ 0.72502499 0.47811529 0.52892454 0.21418341 0.47186099] [ 0.43666781 0.54250532 0.51019415 0.4363524 0.37251268] [ 0.61362498 0.48918495 0.51606276 0.39895128 0.41505847] [ 0.44260693 0.5415841 0.46080116 0.56649947 0.6775776 ] [ 0.63992472 0.52585027 0.5073617 0.42727076 0.52673375] [ 0.27396719 0.66953123 0.32836859 0.84489578 0.58335507] [ 0.21437739 0.69161243 0.29593366 0.73295174 0.54070885] [ 0.6087599 0.50066507 0.51457784 0.38219784 0.63382661] Progress: 59.1% ... Training loss: 0.420 ... Validation loss: 0.693[ 0.54577211 0.41232151 0.38995452 0.46824264 0.40543002] [ 0.39732811 0.60237415 0.36195691 0.53441191 0.49687319] [ 0.61639688 0.53509699 0.50352246 0.34592869 0.50600692] [ 0.85218779 0.36319573 0.69002913 0.2206595 0.39003706] [ 0.76791035 0.44502175 0.53890396 0.28830126 0.46033766] [ 0.30365551 0.59891118 0.41083966 0.55798453 0.55010559] [ 0.42330473 0.56471341 0.37867144 0.32873017 0.50563045] [ 0.41530978 0.7078445 0.42072537 0.61065842 0.35737061] [ 0.19091628 0.73112279 0.36552507 0.63329224 0.60173591] [ 0.74906888 0.48866454 0.51200291 0.23282113 0.3957918 ] [ 0.78861981 0.3389542 0.53140533 0.25627969 0.3941181 ] [ 0.63328563 0.58020512 0.46947198 0.51341539 0.45860862] [ 0.52121563 0.49854157 0.51148267 0.48851244 0.41980051] [ 0.79802919 0.4893158 0.45779307 0.26624304 0.37287743] [ 0.41160056 0.62575402 0.41562968 0.55855609 0.38881543] [ 0.73205539 0.41335721 0.61721819 0.49094341 0.4731095 ] [ 0.72727803 0.41022281 0.44510172 0.2802874 0.31664258] [ 0.42242767 0.54315264 0.39881113 0.57461738 0.49075136] [ 0.81261315 0.45742 0.56728472 0.31567549 0.41841535] [ 0.70160517 0.35243611 0.49671076 0.55067551 0.30578855] [ 0.62472904 0.44540311 0.50865694 0.58366489 0.4054818 ] [ 0.72105286 0.32439337 0.41662772 0.35907075 0.35789494] [ 0.565236 0.46089092 0.51499636 0.74419977 0.49518227] [ 0.71603668 0.50479708 0.4509658 0.49040452 0.41366247] [ 0.55077402 0.72222081 0.43453837 0.69654318 0.57263213] [ 0.31037277 0.60292101 0.46803313 0.74068204 0.55912053] [ 0.79328864 0.36916933 0.55890075 0.24111601 0.42119596] [ 0.41601258 0.49663621 0.51871604 0.47445284 0.51479419] [ 0.51435726 0.601965 0.39081383 0.49096907 0.32960841] [ 0.62470558 0.60809908 0.42525908 0.46433188 0.45436499] [ 0.81645929 0.40373267 0.55931335 0.31062552 0.47528849] [ 0.68897317 0.39638468 0.66292681 0.5703409 0.45048084] [ 0.35042038 0.61469872 0.56210661 0.50408788 0.44531999] [ 0.49252013 0.66508481 0.34613647 0.4861647 0.39891677] [ 0.69364739 0.44325924 0.53274188 0.37038861 0.44789396] [ 0.39321973 0.53665266 0.39743114 0.6131159 0.47680672] [ 0.64116047 0.53933041 0.55269772 0.53644406 0.37590519] [ 0.80282876 0.42048633 0.43653357 0.16260045 0.26951016] [ 0.3401065 0.60307782 0.36853455 0.81210946 0.53169015] [ 0.41490902 0.56322106 0.48412537 0.71462892 0.52357768] [ 0.74496233 0.48418648 0.39108554 0.21401724 0.32748468] [ 0.71507389 0.33656679 0.62129174 0.56539492 0.36060907] [ 0.70769347 0.50848536 0.62022982 0.19928216 0.42536676] [ 0.73279702 0.38021768 0.5316126 0.63896091 0.40743301] [ 0.48655987 0.49135073 0.4902258 0.29249769 0.48565858] [ 0.75291021 0.25833861 0.57769888 0.27282082 0.4173566 ] [ 0.77435853 0.44124827 0.52398768 0.27474064 0.5109252 ] [ 0.81293453 0.34914953 0.61419369 0.2413876 0.40126612] [ 0.30169859 0.60765107 0.40248974 0.8628653 0.55372651] [ 0.70140602 0.55816793 0.52791925 0.28289536 0.41105245] [ 0.54568455 0.39955827 0.61304541 0.63697799 0.37378281] [ 0.89459487 0.38188338 0.51200334 0.18448929 0.33523215] [ 0.63853395 0.58167351 0.44990833 0.64768374 0.53448956] [ 0.54904541 0.50764476 0.52242522 0.42867004 0.34999618] [ 0.41490902 0.56322106 0.48412537 0.71462892 0.52357768] [ 0.72224452 0.49381117 0.67125388 0.43578998 0.42855997] [ 0.47061811 0.5377123 0.55372246 0.80028619 0.54406296] [ 0.45515154 0.49994541 0.47038162 0.44786284 0.69478534] [ 0.76968537 0.36697757 0.59990854 0.19507309 0.46629364] [ 0.64793157 0.4969983 0.57185016 0.40174714 0.47565218] [ 0.64989268 0.41131062 0.55367087 0.43296611 0.44414258] [ 0.59030905 0.421677 0.47450951 0.3998388 0.5768368 ] [ 0.74447813 0.37734606 0.57453573 0.2614823 0.46854577] [ 0.41613048 0.43636413 0.54161869 0.71194533 0.57023515] [ 0.62381674 0.47854313 0.42672646 0.55059631 0.31955326] [ 0.79174337 0.45788704 0.50571945 0.28180727 0.46127539] [ 0.71554084 0.49466939 0.51904108 0.68051374 0.41780428] [ 0.45806668 0.55009538 0.41191813 0.56707341 0.34453442] [ 0.86126496 0.31069856 0.58416871 0.21893644 0.34432208] [ 0.71844773 0.50291434 0.43930532 0.38629368 0.42145073] [ 0.65003144 0.59599606 0.5185375 0.37722825 0.65883166] [ 0.5498261 0.55201844 0.53077639 0.37591944 0.54902443] [ 0.47846119 0.52027434 0.50421117 0.4553534 0.58346105] [ 0.65208231 0.48087497 0.54781296 0.59438826 0.35718714] [ 0.21610732 0.61687352 0.39019245 0.75280866 0.62674322] [ 0.29403279 0.58977296 0.46880196 0.79027716 0.37376579] [ 0.72595754 0.29420825 0.51210114 0.33586643 0.44055573] [ 0.42995793 0.52526151 0.45854007 0.66078902 0.60690081] [ 0.51635998 0.60330987 0.38129579 0.58913158 0.41360136] [ 0.63059568 0.4615201 0.65179734 0.28148986 0.39817937] [ 0.34973519 0.667929 0.45727917 0.68532787 0.6885228 ] [ 0.68471784 0.43825389 0.56657877 0.46296675 0.42543957] [ 0.46409944 0.46790382 0.46847197 0.63377348 0.49577896] [ 0.68155602 0.49205016 0.44862679 0.65148553 0.29599331] [ 0.8344031 0.50108391 0.252905 0.35203529 0.30733078] [ 0.47721919 0.52530062 0.4748881 0.4981148 0.60985576] [ 0.90786655 0.30594308 0.56049007 0.10000497 0.30601923] [ 0.61567073 0.42274048 0.55192652 0.34938576 0.49823026] [ 0.57458073 0.58344098 0.6207611 0.49764402 0.59061763] [ 0.60048034 0.47432129 0.50996941 0.64369064 0.37919873] [ 0.49706218 0.45453022 0.60650431 0.60075438 0.52576369] [ 0.74017743 0.4513705 0.33954075 0.41105257 0.35972068] [ 0.42894201 0.63919177 0.32522928 0.71592247 0.49438527] [ 0.59125728 0.4638881 0.60688045 0.5879537 0.34630004] [ 0.78901969 0.52900284 0.49956815 0.30999433 0.51711738] [ 0.57207183 0.4763003 0.52819809 0.73298938 0.44892931] [ 0.22030963 0.72193609 0.54525833 0.77496978 0.62031559] [ 0.61005157 0.53227171 0.43881274 0.66329772 0.36582803] [ 0.46845018 0.57013308 0.4613852 0.37516846 0.38678366] [ 0.48110156 0.53641151 0.36209125 0.63335035 0.52610364] [ 0.59617667 0.58720884 0.43492468 0.33546017 0.50810022] [ 0.57944822 0.36071563 0.48797865 0.67311673 0.40621222] [ 0.60108026 0.65897669 0.4555372 0.56881161 0.36559418] [ 0.54541633 0.67131183 0.43412167 0.68315679 0.51896867] [ 0.46142775 0.49506022 0.68995911 0.62006594 0.50767017] [ 0.77486391 0.42759326 0.54128256 0.27836999 0.47135292] [ 0.52195485 0.45194198 0.57560061 0.320866 0.44698354] [ 0.3250711 0.64336522 0.37274075 0.74987851 0.49466504] [ 0.29466967 0.65161216 0.40822536 0.64536642 0.61818665] [ 0.73413266 0.51329081 0.46907361 0.33164457 0.29554079] [ 0.68619736 0.36749352 0.49336451 0.36853812 0.40531317] [ 0.73097081 0.57195269 0.43004332 0.35469921 0.4102748 ] [ 0.37622485 0.50960606 0.3814726 0.79865691 0.61063588] [ 0.27282229 0.69285862 0.39351632 0.68192758 0.58544368] [ 0.44363676 0.4876826 0.35128966 0.52340473 0.47041196] [ 0.32720909 0.71463898 0.42744421 0.67736472 0.60325265] [ 0.52713999 0.46037832 0.37304127 0.56720511 0.43269643] [ 0.78904136 0.36764697 0.62065768 0.51648332 0.38006668] [ 0.26339858 0.55381101 0.3883793 0.58777097 0.41593207] [ 0.67713943 0.45721984 0.48284048 0.58309532 0.31531852] [ 0.61420675 0.47134865 0.61018717 0.47359297 0.51483281] [ 0.29905524 0.64094624 0.42540074 0.66396965 0.56919222] [ 0.45064051 0.73295218 0.33553869 0.66789403 0.55783823] [ 0.68655607 0.4069002 0.41554889 0.56863259 0.32313458] [ 0.69980068 0.42385537 0.56198376 0.13921764 0.43162114] [ 0.49915792 0.70842894 0.46439644 0.72666959 0.43101093] [ 0.68212027 0.52605655 0.4453208 0.38680137 0.49897842] [ 0.40762943 0.55742535 0.47243987 0.48515959 0.52570917] Progress: 59.1% ... Training loss: 0.420 ... Validation loss: 0.692[ 0.72506111 0.43964794 0.62951723 0.48998575 0.41535803] [ 0.32987566 0.53103539 0.34921918 0.843847 0.41705556] [ 0.29949478 0.56414345 0.53541582 0.7828052 0.57529805] [ 0.74012413 0.40024598 0.51468873 0.25936297 0.39622893] [ 0.36176176 0.56531487 0.52536706 0.66297984 0.47289765] [ 0.57023233 0.52065228 0.47353591 0.5899859 0.35640842] [ 0.26858939 0.61806749 0.37003832 0.83528835 0.58830112] [ 0.41195956 0.44037754 0.55733194 0.69542804 0.49059127] [ 0.5489646 0.49265117 0.38450566 0.67011831 0.37717731] [ 0.69483781 0.51820644 0.26221041 0.34751022 0.39022444] [ 0.39662463 0.51245453 0.4951854 0.67547203 0.35469097] [ 0.736375 0.38084618 0.67417 0.34311199 0.47402334] [ 0.55291032 0.61560206 0.46415228 0.55902524 0.51309255] [ 0.71000639 0.43494275 0.66275694 0.63670416 0.40680036] [ 0.59955799 0.53344718 0.50336185 0.38763626 0.49876813] [ 0.28398757 0.60608685 0.43900366 0.85615682 0.53910853] [ 0.68780416 0.51631836 0.44699038 0.22007364 0.29110264] [ 0.55602122 0.48876271 0.47475094 0.7724841 0.38188399] [ 0.58594758 0.47078547 0.41534934 0.479676 0.47887886] [ 0.52736047 0.61245688 0.53449253 0.61018108 0.58176701] [ 0.80526523 0.40196641 0.68119123 0.28655323 0.42436878] [ 0.6466842 0.4312433 0.63447399 0.55580795 0.49864846] [ 0.55780322 0.63505579 0.49485329 0.53164531 0.36620703] [ 0.48096006 0.57638347 0.45221581 0.3448006 0.3934006 ] [ 0.73217489 0.42579157 0.50797861 0.46827763 0.42139449] [ 0.57704129 0.43977446 0.58244814 0.45141485 0.37471769] [ 0.65178592 0.45469679 0.60953486 0.26712446 0.41846533] [ 0.66001665 0.56091636 0.40411919 0.48576969 0.2954555 ] [ 0.8152084 0.58706756 0.3684518 0.39594308 0.27882913] [ 0.73622734 0.31047749 0.66808316 0.49347407 0.42954419] [ 0.69391263 0.44316908 0.53278607 0.37008742 0.4478557 ] [ 0.71345025 0.42989078 0.57276119 0.50879263 0.42512687] [ 0.79721004 0.512831 0.47216308 0.30242652 0.38974383] [ 0.56372087 0.58004075 0.5101265 0.4747146 0.37362903] [ 0.57128858 0.46986248 0.46433331 0.569105 0.37555345] [ 0.75097461 0.46372519 0.59823272 0.50376994 0.40928861] [ 0.33337273 0.58680688 0.43236566 0.77857329 0.6254114 ] [ 0.53681622 0.38816292 0.51508438 0.35358772 0.45486244] [ 0.56048059 0.50423958 0.66581767 0.65890286 0.58249965] [ 0.73197232 0.38587 0.68085767 0.41617668 0.4157743 ] [ 0.48319714 0.49680591 0.50757324 0.74372788 0.45526028] [ 0.60346754 0.44491672 0.49240002 0.5913883 0.46700782] [ 0.38931706 0.49084173 0.51452614 0.54104088 0.65839748] [ 0.59711261 0.46720571 0.55921203 0.64351991 0.34634926] [ 0.34947658 0.55915453 0.43801281 0.74557001 0.35787938] [ 0.59111746 0.63935002 0.46130118 0.49375346 0.3851416 ] [ 0.7244849 0.54019923 0.47195085 0.47050963 0.45496487] [ 0.52406292 0.60022703 0.45569727 0.65721813 0.44835236] [ 0.78827854 0.36777325 0.45648389 0.13827152 0.31352883] [ 0.60649158 0.43835686 0.57242939 0.62167249 0.31328902] [ 0.63811635 0.5149398 0.35108296 0.71512415 0.51934868] [ 0.53780703 0.5253867 0.46029006 0.47016935 0.43679258] [ 0.27728365 0.73375742 0.40838338 0.71938783 0.52541234] [ 0.50476431 0.5407034 0.33101296 0.49918933 0.52361473] [ 0.56199468 0.41817153 0.54292245 0.52286188 0.45764814] [ 0.47443126 0.50930763 0.45478517 0.7455463 0.50225967] [ 0.34946355 0.68795678 0.36388172 0.68975154 0.55550168] [ 0.71753421 0.3178852 0.6649317 0.42968645 0.42562979] [ 0.69617059 0.55087394 0.50640013 0.41702701 0.45838871] [ 0.77149441 0.4009569 0.55019774 0.28745117 0.44811296] [ 0.6844495 0.54070902 0.3543254 0.5209535 0.45210916] [ 0.40253322 0.63944854 0.34995389 0.72495419 0.34895507] [ 0.41848667 0.42530943 0.61808581 0.74070588 0.56456543] [ 0.59679522 0.55234773 0.51247092 0.47734522 0.41016257] [ 0.53947925 0.50920686 0.46348013 0.65935986 0.2963226 ] [ 0.35188998 0.75369954 0.38075575 0.66887733 0.43374439] [ 0.85783536 0.39164296 0.58997055 0.16720836 0.40659912] [ 0.67106624 0.45320628 0.52235397 0.31683313 0.49755518] [ 0.75753119 0.40650039 0.50072841 0.33303029 0.34544804] [ 0.68301352 0.52262094 0.46303314 0.59922068 0.44372982] [ 0.60851306 0.63722059 0.4500009 0.56712742 0.41313805] [ 0.30041461 0.54128408 0.542322 0.5756786 0.56555902] [ 0.28957157 0.68891697 0.33516516 0.60277811 0.45761623] [ 0.44360055 0.59754325 0.36408834 0.78203201 0.35267312] [ 0.79589128 0.37183862 0.45592408 0.30891204 0.42654441] [ 0.55891393 0.57359108 0.60586865 0.55213081 0.46169966] [ 0.55798534 0.51865201 0.45503135 0.35534272 0.35222596] [ 0.78832361 0.51093759 0.55887719 0.14173878 0.49558466] [ 0.34530085 0.49570622 0.50696497 0.51950519 0.61972748] [ 0.57392911 0.61701101 0.46935416 0.46224917 0.52450966] [ 0.66221906 0.52552638 0.44616418 0.4387781 0.48304647] [ 0.52962224 0.48006518 0.55351049 0.33949981 0.3803481 ] [ 0.63317645 0.41778393 0.53446214 0.19289603 0.3790688 ] [ 0.60466127 0.50446414 0.44746242 0.3610839 0.56158041] [ 0.70402576 0.53643856 0.42794585 0.41298883 0.39493214] [ 0.86111373 0.31956 0.54347039 0.18915548 0.36533497] [ 0.35949478 0.50572717 0.43645048 0.80863757 0.58301456] [ 0.82379881 0.43822011 0.50157643 0.38822818 0.44567314] [ 0.7898137 0.45753627 0.52858728 0.34039453 0.47650397] [ 0.29326521 0.59790826 0.37091022 0.73112949 0.58224374] [ 0.63244731 0.40903361 0.35498384 0.20766124 0.4062564 ] [ 0.34187793 0.49161562 0.44293544 0.74147745 0.46461607] [ 0.42696093 0.47588641 0.32756189 0.66141823 0.54997733] [ 0.51344162 0.5438351 0.47000483 0.56725228 0.5257937 ] [ 0.76391973 0.36467516 0.56882344 0.24521355 0.36309968] [ 0.30640513 0.63674347 0.37613705 0.67396973 0.50777105] [ 0.60639674 0.60187386 0.4629132 0.41011206 0.66310437] [ 0.43275103 0.55135027 0.43185607 0.50957677 0.51733257] [ 0.5326992 0.50474788 0.44776484 0.71019014 0.30176667] [ 0.71621369 0.32209205 0.62520985 0.50226653 0.4466197 ] [ 0.33248627 0.55769669 0.54823554 0.64879583 0.38887643] [ 0.74386778 0.52566803 0.43156932 0.49795848 0.44708007] [ 0.61942813 0.50349953 0.64385917 0.48560343 0.48149991] [ 0.55995589 0.44439055 0.48348367 0.37242985 0.46175538] [ 0.7140912 0.47742513 0.56905682 0.31284681 0.43586367] [ 0.57310876 0.46158301 0.54139441 0.54234856 0.44271008] [ 0.46189665 0.5632193 0.59021975 0.56916855 0.43535559] [ 0.77568592 0.30679266 0.73934847 0.21418002 0.45945919] [ 0.35089411 0.48724653 0.35186865 0.82006584 0.52807813] [ 0.84671046 0.46025348 0.49536397 0.20167117 0.35912497] [ 0.53853628 0.38605533 0.42562483 0.75756861 0.4790592 ] [ 0.19354331 0.72251627 0.27777051 0.77020853 0.6031892 ] [ 0.81591094 0.4042254 0.55909726 0.31110229 0.47547992] [ 0.59423759 0.48794388 0.45117126 0.79674341 0.47651789] [ 0.66854427 0.53202787 0.49437752 0.41817765 0.40046925] [ 0.72903372 0.38504294 0.60200979 0.57025263 0.39314438] [ 0.33803358 0.434201 0.39623731 0.67838617 0.52548707] [ 0.2635912 0.62964922 0.38922645 0.5571403 0.54109997] [ 0.7765846 0.38973885 0.52976621 0.23594414 0.4474035 ] [ 0.6486101 0.41855369 0.46188897 0.45011075 0.40571289] [ 0.72632029 0.45942918 0.48326748 0.1927883 0.45855989] [ 0.62752314 0.56555377 0.42563291 0.53543296 0.486814 ] [ 0.730799 0.52362652 0.53936482 0.3629661 0.52897501] [ 0.62909303 0.51542097 0.50771726 0.66358258 0.36753861] [ 0.17223624 0.67526532 0.39162922 0.8568365 0.43561585] [ 0.29249464 0.62140377 0.42596556 0.7746132 0.41112208] [ 0.83703072 0.39343167 0.48088912 0.24456606 0.29288703] [ 0.45618411 0.54277136 0.52496837 0.70576211 0.52450273] Progress: 59.2% ... Training loss: 0.419 ... Validation loss: 0.691[ 0.3662684 0.64097428 0.27968951 0.71063216 0.49859243] [ 0.49410669 0.45539265 0.48981965 0.61630812 0.40112269] [ 0.53473582 0.54691061 0.3319503 0.39619105 0.35738763] [ 0.39423822 0.47080403 0.60339326 0.66027715 0.64253119] [ 0.53863213 0.53607118 0.38317409 0.54951342 0.53183671] [ 0.67059341 0.3933505 0.62218147 0.67029874 0.46606293] [ 0.72120776 0.38763999 0.61673642 0.6975963 0.38531725] [ 0.35431893 0.52375134 0.43198903 0.53752603 0.51144895] [ 0.58739615 0.48388918 0.58326067 0.69114164 0.53839071] [ 0.45896048 0.52049822 0.56320661 0.61380747 0.62689237] [ 0.77087711 0.38495957 0.58972387 0.40860286 0.43675115] [ 0.43895824 0.62707781 0.42349054 0.66828709 0.45437667] [ 0.78766006 0.40248161 0.54940036 0.51244101 0.33653083] [ 0.70343556 0.60829305 0.37995698 0.43020473 0.3727989 ] [ 0.48453758 0.46518168 0.48828835 0.51616479 0.4217263 ] [ 0.73735659 0.45460389 0.62515759 0.31311322 0.48381035] [ 0.49695584 0.39360569 0.42100958 0.4148938 0.42160562] [ 0.45961165 0.630337 0.48941773 0.56112562 0.39592032] [ 0.6768032 0.54336963 0.48385902 0.51791567 0.32959083] [ 0.21875563 0.69239938 0.41612659 0.65900678 0.5240254 ] [ 0.48960107 0.49393676 0.44359454 0.63477147 0.46359767] [ 0.5550771 0.49600816 0.62020072 0.35958702 0.57108257] [ 0.28198762 0.59370441 0.42609094 0.73133617 0.44185196] [ 0.66152384 0.47010328 0.46401611 0.24576627 0.39248292] [ 0.42462555 0.67931423 0.43581283 0.61944149 0.42720909] [ 0.21099182 0.61570485 0.45303172 0.87845296 0.62607814] [ 0.60615436 0.50263107 0.37287196 0.41864756 0.49130347] [ 0.22246456 0.5410552 0.49348073 0.71361856 0.48439099] [ 0.40894136 0.58657056 0.4646504 0.46321991 0.60191028] [ 0.53027917 0.48360158 0.56565574 0.59217218 0.44876141] [ 0.74749875 0.37086899 0.63124307 0.21550427 0.37309174] [ 0.55833866 0.42040475 0.45110341 0.29743069 0.63978301] [ 0.18118432 0.56737134 0.42092666 0.79232996 0.60394698] [ 0.72216598 0.41277183 0.57712608 0.64523281 0.44326229] [ 0.37421802 0.5305306 0.51214802 0.73446045 0.4699085 ] [ 0.62675935 0.4185708 0.65651529 0.48025899 0.39371864] [ 0.71912172 0.32194157 0.56887454 0.39003763 0.42755117] [ 0.5316395 0.60151582 0.53571653 0.58503532 0.46518524] [ 0.44217358 0.53755941 0.59685422 0.72339389 0.4644244 ] [ 0.70209162 0.51288492 0.48981837 0.35228687 0.45611636] [ 0.73282849 0.34028216 0.64327714 0.37982838 0.43370797] [ 0.23012668 0.66618157 0.43118559 0.66253379 0.60732777] [ 0.44598655 0.61273426 0.46789949 0.73069568 0.55000447] [ 0.59839529 0.61583823 0.43735473 0.39351757 0.56334829] [ 0.65022951 0.40081058 0.54968367 0.22204458 0.47253023] [ 0.57775764 0.6143573 0.39243692 0.55041997 0.47832691] [ 0.63541281 0.36353139 0.52357589 0.40728969 0.56010537] [ 0.49302127 0.55097254 0.44090341 0.54397967 0.48806216] [ 0.56484144 0.49827303 0.28423863 0.34546577 0.41528218] [ 0.74614595 0.32095598 0.63955752 0.50495769 0.44009591] [ 0.53398712 0.39212406 0.44957636 0.59462781 0.6081263 ] [ 0.44819146 0.57950648 0.49478966 0.4590972 0.45924169] [ 0.65712071 0.47765567 0.58379285 0.27331274 0.47331346] [ 0.37569328 0.70654497 0.29370829 0.79533984 0.49723708] [ 0.44048179 0.52597034 0.53379559 0.58526219 0.46239598] [ 0.38328277 0.5388715 0.59056435 0.75470676 0.66597149] [ 0.44436147 0.68433442 0.39570277 0.64647507 0.32355133] [ 0.42868122 0.52991587 0.36401963 0.69507516 0.32383278] [ 0.31130217 0.58554772 0.37070498 0.84766925 0.5732574 ] [ 0.36499111 0.55136355 0.54745269 0.67807754 0.54281114] [ 0.51936574 0.55844382 0.36614574 0.47595098 0.46468104] [ 0.4668825 0.58182152 0.48155657 0.77843235 0.60178408] [ 0.38301956 0.52898063 0.36661043 0.52917171 0.39982043] [ 0.70038292 0.38783567 0.48587836 0.31804733 0.34841568] [ 0.68190171 0.52743302 0.27818112 0.44608646 0.32862523] [ 0.52529735 0.53458958 0.30543767 0.39271781 0.33647126] [ 0.31354471 0.61295418 0.42679262 0.6045321 0.46663335] [ 0.58258581 0.40474572 0.53042682 0.34159707 0.42075154] [ 0.79678495 0.44918766 0.58268335 0.33217028 0.40390513] [ 0.4020502 0.53058846 0.59006204 0.67800757 0.56768177] [ 0.32734261 0.57271538 0.48869132 0.63388174 0.64011809] [ 0.60829801 0.40664699 0.51427856 0.54649691 0.43890556] [ 0.82180047 0.48139593 0.52298236 0.23756714 0.43919138] [ 0.57084749 0.56802393 0.43567124 0.38738338 0.39909962] [ 0.49854013 0.51661085 0.41356684 0.47406366 0.53029588] [ 0.49268801 0.48363207 0.49523655 0.55975389 0.66071193] [ 0.54535731 0.46657746 0.55648836 0.40870672 0.46391127] [ 0.16537511 0.65839311 0.4091762 0.86111992 0.49179948] [ 0.87001394 0.34311059 0.54890498 0.13852714 0.29230719] [ 0.64199993 0.41634456 0.64311732 0.38881201 0.39042329] [ 0.12924467 0.57918154 0.4846093 0.88315179 0.6666013 ] [ 0.70209162 0.51288492 0.48981837 0.35228687 0.45611636] [ 0.48996592 0.490033 0.5649065 0.53190117 0.59486906] [ 0.69194191 0.51758565 0.45897518 0.36892934 0.35360543] [ 0.37300245 0.58645552 0.45356821 0.58233495 0.39056875] [ 0.37205033 0.69579038 0.45294038 0.68696937 0.39485446] [ 0.45288492 0.41058681 0.52108065 0.71853739 0.47635766] [ 0.5493803 0.4976093 0.38425729 0.46781703 0.47358316] [ 0.71019076 0.38708286 0.61686036 0.62526889 0.44588412] [ 0.78344562 0.43322527 0.53359587 0.32202769 0.34755697] [ 0.20175093 0.60071956 0.38897161 0.72732497 0.53422856] [ 0.48734494 0.63793347 0.50632655 0.58762806 0.6326041 ] [ 0.66959002 0.55389619 0.46704917 0.29089716 0.43974421] [ 0.44471043 0.62474756 0.33899076 0.47634025 0.50014481] [ 0.49241617 0.63103006 0.527968 0.44071243 0.51258951] [ 0.62247005 0.5764779 0.34413044 0.59273283 0.55612151] [ 0.67870322 0.36646089 0.54850718 0.48850372 0.42275024] [ 0.71093574 0.46459192 0.47255427 0.19271087 0.41551672] [ 0.28973393 0.57832322 0.40065934 0.82017969 0.55007981] [ 0.20492734 0.66855559 0.4029136 0.89418671 0.64664959] [ 0.86808692 0.21220713 0.47607111 0.15712381 0.40562735] [ 0.41622567 0.60119187 0.35318956 0.69713544 0.47815303] [ 0.44746733 0.71125917 0.28415652 0.72864387 0.54268488] [ 0.72818955 0.34738877 0.50224061 0.31439553 0.41271572] [ 0.28549753 0.64677684 0.46527536 0.68322283 0.53265126] [ 0.79372243 0.35518905 0.50347292 0.1841695 0.37611022] [ 0.78570103 0.38497406 0.60664717 0.52390312 0.3570277 ] [ 0.48757369 0.65740458 0.42121165 0.51796164 0.58237313] [ 0.59817498 0.5643559 0.53365293 0.41182487 0.41658604] [ 0.47207438 0.47561433 0.41334191 0.63833363 0.45197738] [ 0.43105187 0.54202714 0.57043964 0.77979822 0.61632664] [ 0.68603171 0.58989546 0.40323299 0.34363643 0.45343937] [ 0.58648943 0.4285717 0.50963843 0.66629329 0.36517071] [ 0.35659525 0.51138539 0.49057531 0.51599385 0.61132536] [ 0.6720008 0.48981502 0.59189264 0.51934889 0.43841025] [ 0.16118361 0.56232093 0.52616211 0.83281549 0.60677593] [ 0.32691255 0.57214487 0.40502703 0.68882542 0.55531829] [ 0.40297961 0.61157286 0.26015601 0.69875428 0.59924146] [ 0.56282717 0.63420516 0.49620815 0.69672072 0.57758955] [ 0.78794407 0.53193054 0.43886131 0.32131812 0.32455178] [ 0.86276702 0.32437742 0.57240205 0.17749063 0.37490921] [ 0.3655183 0.56378467 0.47375642 0.56895135 0.45366804] [ 0.30365969 0.50237043 0.36692197 0.81152072 0.60353076] [ 0.64652165 0.37917901 0.49813479 0.50637048 0.37199316] [ 0.7342043 0.52781618 0.41958092 0.24137058 0.45061372] [ 0.5961838 0.5440417 0.41589929 0.56963645 0.51379985] [ 0.50859778 0.50510176 0.57900462 0.50246935 0.3920704 ] [ 0.70343556 0.60829305 0.37995698 0.43020473 0.3727989 ] Progress: 59.2% ... Training loss: 0.419 ... Validation loss: 0.690[ 0.78187327 0.59472484 0.56195535 0.45943452 0.39350088] [ 0.42782148 0.35058624 0.56341743 0.59330724 0.55748085] [ 0.63047703 0.66793957 0.45497289 0.57060223 0.47952511] [ 0.31021021 0.55437237 0.51019123 0.76866122 0.64287972] [ 0.63014396 0.51161897 0.46275833 0.23627681 0.28636122] [ 0.55666254 0.56398344 0.43164409 0.55921471 0.54090297] [ 0.63432849 0.57477771 0.48753527 0.26072631 0.35987892] [ 0.5930994 0.57256443 0.49658964 0.55017873 0.50799583] [ 0.36572401 0.52160117 0.44290032 0.54118266 0.58178818] [ 0.45146249 0.58745881 0.51122374 0.56541345 0.6252977 ] [ 0.40008687 0.64357998 0.34289179 0.79816862 0.46653293] [ 0.54199976 0.35620104 0.5328461 0.47226854 0.48678335] [ 0.4758465 0.51609418 0.43801093 0.65225695 0.59946804] [ 0.68137583 0.44473061 0.43168383 0.32421012 0.26232548] [ 0.48189499 0.60238795 0.32170658 0.65422271 0.26603744] [ 0.27258568 0.64876674 0.51211826 0.51190818 0.4596924 ] [ 0.50183495 0.56969766 0.46652191 0.60626913 0.55362075] [ 0.70057105 0.36483971 0.71387781 0.23482601 0.55951431] [ 0.5705306 0.41544889 0.5711334 0.28298473 0.57088792] [ 0.55643419 0.57189719 0.42657867 0.43403237 0.53437139] [ 0.51375334 0.59835624 0.56022608 0.55055374 0.47448299] [ 0.57471346 0.57104271 0.51694519 0.47718598 0.47899523] [ 0.60388996 0.45308076 0.48173765 0.52651228 0.4428236 ] [ 0.68760818 0.49912372 0.41566836 0.62855738 0.4359649 ] [ 0.43513333 0.63057238 0.38313525 0.53519218 0.41368858] [ 0.25990009 0.55969004 0.46377335 0.78165168 0.54523548] [ 0.46773802 0.49955942 0.4145511 0.71755296 0.47917061] [ 0.50727658 0.52738243 0.5349113 0.6426559 0.45701706] [ 0.29481568 0.57285845 0.58379296 0.79434503 0.72899294] [ 0.62110071 0.49943493 0.38207145 0.39033399 0.40718298] [ 0.23271031 0.65191288 0.43690509 0.71249108 0.48196018] [ 0.58107268 0.52427624 0.48173207 0.4745509 0.56396817] [ 0.25472173 0.60297249 0.40034063 0.77888759 0.43456147] [ 0.45433583 0.53067431 0.54512907 0.75007368 0.47129508] [ 0.66356776 0.48615765 0.45788897 0.31237929 0.39991176] [ 0.326892 0.46143322 0.39697284 0.78646074 0.43732012] [ 0.64637853 0.55089776 0.50326296 0.42072863 0.4102117 ] [ 0.30165327 0.63183277 0.42183648 0.79516263 0.43856722] [ 0.45359377 0.57210524 0.65613102 0.58055169 0.5666748 ] [ 0.67894923 0.41311605 0.61210596 0.3325929 0.45564708] [ 0.64193777 0.49828712 0.45757968 0.66654686 0.32208261] [ 0.49651016 0.52924107 0.45973998 0.58525231 0.42962509] [ 0.45938723 0.51641509 0.4715013 0.5643084 0.45776037] [ 0.44250052 0.47880293 0.48233527 0.59892463 0.52661957] [ 0.73863078 0.44534051 0.37507633 0.31278321 0.43855886] [ 0.65470336 0.62133497 0.36289966 0.45311068 0.33738043] [ 0.50652136 0.60874248 0.43855032 0.32811849 0.35919673] [ 0.71652242 0.4376098 0.58695421 0.62921393 0.43083938] [ 0.5835133 0.62232849 0.49349195 0.61922529 0.35210688] [ 0.82600912 0.31708056 0.52925766 0.1886969 0.38348426] [ 0.839926 0.39507231 0.35588689 0.41569548 0.4604398 ] [ 0.87736548 0.39784719 0.52327295 0.16350925 0.35222689] [ 0.63726001 0.30300266 0.57739983 0.59903349 0.52040201] [ 0.37535534 0.65312899 0.32847202 0.66230715 0.46486897] [ 0.52399396 0.64475337 0.46374179 0.73478897 0.57094258] [ 0.65270166 0.56293981 0.35201006 0.49751074 0.49274297] [ 0.78826821 0.33475831 0.48670522 0.63512592 0.39905018] [ 0.50588205 0.60913334 0.52764409 0.3554537 0.51991111] [ 0.31080692 0.70073509 0.38738844 0.68930516 0.47347875] [ 0.54700367 0.49723717 0.48686208 0.65456273 0.43623856] [ 0.72892903 0.52391626 0.48943528 0.24360817 0.43476797] [ 0.55824863 0.43657227 0.58597061 0.59695454 0.52826914] [ 0.72268194 0.47383733 0.49395248 0.22127251 0.51721587] [ 0.64416607 0.49593246 0.45135168 0.30640122 0.41550087] [ 0.63877249 0.47578923 0.53215777 0.51162252 0.49939322] [ 0.60777353 0.35957481 0.47858509 0.29374222 0.41610384] [ 0.60376529 0.57377464 0.40919375 0.65018349 0.34953053] [ 0.39323546 0.62741886 0.64789898 0.56754564 0.5579343 ] [ 0.41520097 0.54719067 0.3486256 0.5304998 0.57559955] [ 0.31803005 0.74916272 0.37928869 0.80036212 0.41079693] [ 0.71636501 0.61973858 0.34948639 0.49299893 0.46678777] [ 0.46728325 0.68070583 0.2915309 0.6237777 0.37495359] [ 0.69905644 0.48126628 0.40264574 0.28037595 0.33519366] [ 0.86204671 0.38950534 0.39884501 0.27235752 0.33012804] [ 0.55134187 0.46520107 0.59335561 0.53180029 0.39951536] [ 0.70057886 0.40820211 0.41324687 0.32186994 0.39477794] [ 0.48410459 0.64919676 0.25222583 0.66731436 0.34849239] [ 0.48146263 0.5101036 0.53106534 0.54136127 0.44845168] [ 0.63484041 0.56261999 0.40320291 0.24504819 0.25572238] [ 0.65616342 0.43890181 0.58786751 0.47023004 0.43042222] [ 0.40194669 0.56747493 0.37757915 0.3464214 0.43881807] [ 0.61511533 0.54648441 0.52698988 0.46280845 0.60433537] [ 0.76586391 0.3841625 0.34995239 0.29529612 0.48702033] [ 0.24988432 0.59037256 0.45661963 0.64930132 0.51226429] [ 0.56964597 0.44566109 0.48450943 0.55435064 0.63864056] [ 0.23505536 0.67263811 0.28508269 0.83537177 0.61897255] [ 0.39804102 0.50745094 0.40833616 0.6974924 0.39307446] [ 0.40400571 0.52101111 0.49465792 0.60018616 0.61004104] [ 0.34133314 0.65292786 0.51454807 0.6014611 0.57177386] [ 0.35011722 0.58538045 0.55065581 0.65580272 0.55118907] [ 0.62402437 0.55418406 0.46713622 0.38500925 0.40165269] [ 0.76277554 0.41233417 0.61227959 0.33233043 0.50702525] [ 0.4743762 0.64584295 0.34548467 0.68392494 0.41580685] [ 0.26967062 0.67881585 0.436568 0.61830045 0.45376851] [ 0.66189288 0.49959274 0.4923698 0.54948447 0.50852299] [ 0.65163779 0.35135615 0.60409379 0.36157525 0.45290376] [ 0.31066322 0.68748618 0.44275484 0.70485516 0.44824891] [ 0.52597221 0.52641458 0.47577351 0.48546682 0.46581376] [ 0.62392833 0.44324843 0.45371861 0.32196815 0.4710803 ] [ 0.57258296 0.55696388 0.53754815 0.33051628 0.44035379] [ 0.29161181 0.548942 0.53024871 0.83949684 0.54624806] [ 0.60888258 0.53354461 0.57018647 0.49860267 0.4402684 ] [ 0.77473498 0.52425149 0.54790011 0.32676709 0.46196104] [ 0.52784043 0.58203652 0.407697 0.47112402 0.45832275] [ 0.35142002 0.71740593 0.45922361 0.67577838 0.38809693] [ 0.8579878 0.38934595 0.55624406 0.1418598 0.39264079] [ 0.68233803 0.47425984 0.37705895 0.25057296 0.28602627] [ 0.81156688 0.48007459 0.52888999 0.35085914 0.44633914] [ 0.46980156 0.49168365 0.42619139 0.6293509 0.57491075] [ 0.73374744 0.4611953 0.57406371 0.57237044 0.39347669] [ 0.2979627 0.67157326 0.4069578 0.72330335 0.46681949] [ 0.35784255 0.62692801 0.49352216 0.52356289 0.39851808] [ 0.53365943 0.56731211 0.47883621 0.33275997 0.31364086] [ 0.40689723 0.66568064 0.43352721 0.58562321 0.42600787] [ 0.60825585 0.45021593 0.39344477 0.43878513 0.36209637] [ 0.52458943 0.57116113 0.42615895 0.5145729 0.6038901 ] [ 0.52297749 0.53503251 0.43343147 0.50608314 0.46685869] [ 0.49501103 0.5622034 0.57299465 0.42098419 0.52551019] [ 0.38694111 0.5960919 0.39941731 0.66868822 0.38527664] [ 0.65912298 0.56782392 0.3951116 0.45860051 0.3339378 ] [ 0.25017947 0.6030401 0.44082271 0.78998696 0.58088455] [ 0.76646632 0.47284525 0.56739068 0.24489914 0.56043547] [ 0.47694201 0.60646204 0.5199236 0.76709318 0.46865114] [ 0.66063235 0.38921253 0.45701742 0.58440905 0.31037719] [ 0.44902285 0.42668394 0.58879119 0.39311827 0.5377189 ] [ 0.34161072 0.56819297 0.54113006 0.74548357 0.43458755] [ 0.54196654 0.40928206 0.48228349 0.74404325 0.39456106] [ 0.6535788 0.34575499 0.57936884 0.65091041 0.5084452 ] Progress: 59.3% ... Training loss: 0.419 ... Validation loss: 0.690[ 0.58901197 0.45145824 0.38595583 0.29819689 0.32790051] [ 0.64943942 0.5734578 0.3733812 0.33028357 0.38493753] [ 0.44982371 0.56158096 0.4800544 0.3217928 0.45363881] [ 0.53397869 0.47331136 0.50754464 0.68102601 0.47879574] [ 0.60650869 0.62078355 0.4115977 0.46888499 0.47715559] [ 0.2311057 0.68933337 0.29430768 0.77860858 0.4523422 ] [ 0.47030035 0.5816916 0.51268693 0.62667659 0.41291921] [ 0.60591034 0.42406658 0.55051241 0.57550055 0.38631026] [ 0.62381694 0.37635384 0.50870377 0.57240872 0.31620187] [ 0.73780933 0.57097051 0.53341674 0.50390507 0.42440411] [ 0.81347801 0.48444651 0.56568351 0.37738415 0.39344127] [ 0.6248154 0.48085952 0.55560839 0.27352343 0.52535878] [ 0.80281827 0.57033945 0.50007921 0.43634387 0.45044302] [ 0.77509471 0.38809211 0.48533272 0.18854185 0.28671419] [ 0.75400685 0.43815079 0.71592415 0.20612321 0.45796806] [ 0.36421994 0.50684878 0.53254552 0.83333236 0.61028961] [ 0.26451781 0.60954621 0.50806347 0.73388918 0.56432943] [ 0.47044837 0.50982733 0.4983812 0.63662115 0.46119118] [ 0.903909 0.45231828 0.455929 0.21858458 0.30461001] [ 0.60763078 0.43135361 0.46600737 0.6884854 0.43684087] [ 0.49148359 0.43684267 0.47163838 0.83816596 0.42904253] [ 0.40830375 0.45912569 0.65868191 0.65754546 0.50286858] [ 0.62147346 0.47032998 0.48010399 0.20459935 0.35736144] [ 0.58272847 0.52611029 0.48924012 0.46313951 0.32363743] [ 0.52718139 0.57571173 0.46260999 0.37324755 0.5142763 ] [ 0.85373857 0.43495374 0.54548572 0.23439295 0.38940413] [ 0.53640247 0.58983248 0.60661082 0.59053832 0.37028125] [ 0.42900901 0.59303967 0.32475342 0.50245148 0.51986119] [ 0.48219799 0.51800323 0.58035109 0.40875753 0.48924217] [ 0.76108444 0.45259629 0.66839211 0.33923557 0.35358236] [ 0.56604286 0.56395868 0.51365146 0.56088944 0.48196512] [ 0.43854118 0.76021034 0.31601245 0.58341071 0.40283695] [ 0.42448122 0.64016256 0.47275387 0.54704992 0.5107759 ] [ 0.78297657 0.38123888 0.46648304 0.56537781 0.38080602] [ 0.74426543 0.4760491 0.55554707 0.30847722 0.43619345] [ 0.68035945 0.44198943 0.36933633 0.29725085 0.35140619] [ 0.58039378 0.60679954 0.51849725 0.55012533 0.40467091] [ 0.27604146 0.696047 0.39759657 0.73796242 0.53357124] [ 0.7072511 0.35533146 0.62261327 0.34355099 0.44341043] [ 0.48164693 0.60477481 0.29785725 0.62111454 0.43963608] [ 0.43334613 0.62208751 0.34785079 0.64639692 0.57365055] [ 0.47355646 0.43251135 0.600993 0.33457759 0.61886674] [ 0.5744509 0.61678264 0.46945056 0.46187774 0.52443767] [ 0.65200117 0.5835089 0.29319074 0.59940289 0.43906225] [ 0.55945421 0.38874376 0.44631499 0.64973324 0.44096237] [ 0.61444517 0.42914809 0.38144748 0.47228237 0.55117384] [ 0.78645339 0.5319333 0.5386853 0.48251796 0.3845984 ] [ 0.78696047 0.42060485 0.60047478 0.28033446 0.42974608] [ 0.24371505 0.7240158 0.46338551 0.69677344 0.46258152] [ 0.25117449 0.54987968 0.42753447 0.7262797 0.57163357] [ 0.28536586 0.62377348 0.37063035 0.76825154 0.43088573] [ 0.32299675 0.70900923 0.40673352 0.7476429 0.55295833] [ 0.60653737 0.3397832 0.4446612 0.50936732 0.36820557] [ 0.7515559 0.3719915 0.45998389 0.67785222 0.42902475] [ 0.7102249 0.49779211 0.36978476 0.64996726 0.5116248 ] [ 0.50183271 0.49888781 0.47161461 0.68126037 0.33060838] [ 0.65255913 0.53244364 0.41735039 0.42211238 0.33846291] [ 0.22638032 0.75736305 0.37098172 0.71071017 0.55468257] [ 0.66713676 0.36518872 0.49657819 0.25763535 0.40344515] [ 0.56054027 0.58942333 0.44782121 0.50533366 0.43000652] [ 0.28591598 0.518273 0.63653632 0.7468477 0.74455877] [ 0.47810853 0.49549141 0.46341671 0.52379886 0.61881638] [ 0.5263514 0.57382545 0.53428932 0.52184109 0.38623475] [ 0.62186528 0.59840926 0.30278761 0.51684691 0.4461656 ] [ 0.5449853 0.66304543 0.29642822 0.65534881 0.42200237] [ 0.60232058 0.45330556 0.64426876 0.25065702 0.35034495] [ 0.62642163 0.61911644 0.50196526 0.3397441 0.6530185 ] [ 0.41602091 0.70010899 0.25179224 0.77815658 0.53377717] [ 0.50385492 0.48874207 0.51889122 0.68716992 0.44616265] [ 0.50467456 0.46676639 0.49634011 0.70216513 0.43539578] [ 0.45569012 0.56418919 0.44305602 0.48659303 0.46361734] [ 0.62110929 0.66066554 0.37237819 0.54291018 0.45493703] [ 0.44443282 0.57133459 0.39762433 0.51006073 0.45824518] [ 0.48979069 0.63568968 0.42474753 0.61749089 0.45166709] [ 0.72178038 0.39988295 0.58969086 0.33693604 0.4336137 ] [ 0.58621271 0.64254007 0.30556885 0.51370738 0.39920879] [ 0.59539463 0.59481075 0.44055546 0.69482942 0.47600504] [ 0.3871186 0.55460482 0.54796212 0.44622292 0.46968295] [ 0.28473108 0.59623685 0.34527717 0.64368573 0.54767239] [ 0.57463227 0.3872239 0.51334938 0.32110947 0.39685272] [ 0.85252599 0.45654328 0.42563199 0.42607014 0.38891646] [ 0.13695021 0.7000127 0.45503983 0.77175689 0.69444996] [ 0.2979068 0.59368858 0.58272297 0.71550005 0.67765873] [ 0.58278694 0.57167128 0.49505376 0.5848371 0.49129705] [ 0.61439748 0.47571169 0.44812282 0.66032464 0.34106723] [ 0.1757292 0.80853905 0.34690673 0.8035883 0.55006105] [ 0.37501416 0.55174192 0.42906244 0.715386 0.47766211] [ 0.50575869 0.63009602 0.51274417 0.63143294 0.43315389] [ 0.53353341 0.66226609 0.47230693 0.57438914 0.37722414] [ 0.45667377 0.58296168 0.48594807 0.63715911 0.60334776] [ 0.56967083 0.61686951 0.49026843 0.53909772 0.47112709] [ 0.47840855 0.57214863 0.50074814 0.45097497 0.63710191] [ 0.56549724 0.4607926 0.51506221 0.74370326 0.49518255] [ 0.27329993 0.64242011 0.29785757 0.70056452 0.53803385] [ 0.32771639 0.60162762 0.43048523 0.80115047 0.36446495] [ 0.29809514 0.67440917 0.25802582 0.61802873 0.45520077] [ 0.32853879 0.70229098 0.36922234 0.70366275 0.46067734] [ 0.54441919 0.53068379 0.58205861 0.45945118 0.52105577] [ 0.66938137 0.45315983 0.52671486 0.27216438 0.45804817] [ 0.31191147 0.66367824 0.30763775 0.65621138 0.57074442] [ 0.81016085 0.47889502 0.57501174 0.37122821 0.31381941] [ 0.5727659 0.46201808 0.54121259 0.54245767 0.44287719] [ 0.28684179 0.58148125 0.54431903 0.71578149 0.56757641] [ 0.775307 0.42746397 0.35610096 0.25325717 0.36718742] [ 0.35412752 0.68073756 0.43405865 0.68324514 0.3902782 ] [ 0.53984724 0.52970254 0.46940997 0.42105278 0.43650397] [ 0.34830174 0.6338298 0.40099541 0.67871458 0.42020564] [ 0.43054477 0.65017189 0.36042468 0.65784456 0.38605547] [ 0.40171356 0.51583833 0.61872296 0.63404138 0.55139554] [ 0.79007269 0.43211833 0.56594888 0.20513733 0.35915026] [ 0.46969754 0.46706243 0.37783748 0.44784074 0.49415213] [ 0.5604672 0.44176315 0.59518618 0.55816705 0.36521303] [ 0.71716567 0.44634723 0.54407025 0.50045248 0.45778745] [ 0.47464199 0.61390867 0.4309162 0.67098511 0.65142784] [ 0.57540509 0.4223129 0.63989687 0.57639273 0.42381614] [ 0.22581856 0.5909952 0.52655152 0.85966697 0.59656743] [ 0.41794529 0.56051986 0.41394822 0.6795014 0.54111341] [ 0.7190084 0.45496814 0.40898018 0.24142215 0.35021136] [ 0.45689675 0.65885014 0.33518096 0.47655446 0.44372477] [ 0.33162569 0.42311886 0.5174323 0.82322059 0.66672628] [ 0.43697162 0.70199513 0.39770252 0.70696365 0.49229182] [ 0.69904479 0.41133511 0.63660101 0.19413421 0.53768419] [ 0.62601212 0.66409945 0.3476689 0.62157792 0.4548729 ] [ 0.71469728 0.46416247 0.58878814 0.33529647 0.53556071] [ 0.70614199 0.47088276 0.56350759 0.38875705 0.48290166] [ 0.49384389 0.6571958 0.46820294 0.66637186 0.44210294] [ 0.57570792 0.49532819 0.32649205 0.38334593 0.45834584] [ 0.37499762 0.66496946 0.34308235 0.70552799 0.60577971] Progress: 59.4% ... Training loss: 0.419 ... Validation loss: 0.689[ 0.47013607 0.49696983 0.53756808 0.46393978 0.40306804] [ 0.8135974 0.45063562 0.56569968 0.4325718 0.41500465] [ 0.74267984 0.44280533 0.36972788 0.34133558 0.41517328] [ 0.63899114 0.51432434 0.35131384 0.71433424 0.51918146] [ 0.67812623 0.5892936 0.47453117 0.47097569 0.28165804] [ 0.73945988 0.34357041 0.45543052 0.52551008 0.42229119] [ 0.66513506 0.39596193 0.45087763 0.28050773 0.43665973] [ 0.26594044 0.55711997 0.46254552 0.75156765 0.6119823 ] [ 0.60673005 0.54991978 0.4267748 0.49013277 0.54974246] [ 0.25162376 0.70112943 0.32225953 0.70113552 0.60161069] [ 0.42211959 0.65952553 0.37025857 0.68810711 0.48736665] [ 0.53182574 0.50040969 0.52036697 0.35582945 0.48135479] [ 0.35487575 0.66182742 0.33165466 0.61147512 0.46631811] [ 0.52636901 0.65019429 0.46348397 0.69213825 0.33602826] [ 0.7467775 0.4852071 0.58395852 0.4823689 0.42121647] [ 0.24896649 0.59038343 0.5105769 0.78489128 0.58242643] [ 0.30921796 0.65782687 0.31942868 0.75423826 0.42425788] [ 0.87015724 0.34281328 0.54905694 0.13841199 0.29216689] [ 0.31579508 0.56073122 0.41843385 0.79098436 0.57253253] [ 0.22197782 0.72150994 0.41517321 0.83716095 0.57766834] [ 0.51903232 0.53409678 0.46621096 0.58065307 0.39611796] [ 0.60803451 0.49155413 0.57283149 0.23904865 0.49750017] [ 0.58505227 0.57065533 0.47816504 0.55127462 0.42750137] [ 0.26439231 0.55476657 0.40302363 0.63086285 0.46920645] [ 0.59401235 0.53811274 0.35347906 0.6054985 0.46942059] [ 0.61579729 0.42789444 0.48923747 0.40878477 0.42370038] [ 0.57504745 0.50574293 0.29324816 0.48034385 0.42528546] [ 0.71912469 0.45498925 0.40896233 0.24134012 0.35022733] [ 0.65736964 0.41749548 0.52493707 0.4608356 0.52052676] [ 0.61553684 0.49681456 0.42617752 0.25747433 0.35236212] [ 0.67812623 0.5892936 0.47453117 0.47097569 0.28165804] [ 0.70543356 0.45124317 0.3793267 0.34464649 0.43689317] [ 0.4220181 0.57784324 0.41799322 0.47609784 0.62747067] [ 0.70524046 0.41331738 0.63881852 0.3500569 0.40782766] [ 0.76825748 0.50352664 0.54729377 0.44456753 0.39395033] [ 0.53014936 0.52846229 0.45543311 0.57866382 0.48334975] [ 0.76193851 0.57575716 0.45250556 0.34652214 0.53292605] [ 0.60666681 0.49153662 0.43300991 0.52346978 0.34007831] [ 0.66258648 0.5197867 0.5392472 0.43896255 0.43983367] [ 0.39535013 0.6041347 0.39027833 0.75189085 0.38599991] [ 0.81067899 0.43392433 0.53830388 0.33531305 0.47768026] [ 0.40530563 0.59542332 0.41424916 0.60320567 0.48856512] [ 0.73745246 0.55107399 0.42587976 0.3974192 0.38945986] [ 0.20933895 0.61754805 0.45218548 0.87899482 0.62681749] [ 0.4931134 0.42880068 0.55393102 0.3238149 0.54258063] [ 0.39207941 0.58953891 0.33509201 0.64627183 0.57066487] [ 0.69156679 0.55759122 0.39210578 0.48421675 0.41707246] [ 0.36360435 0.6241182 0.39853646 0.53687515 0.4674943 ] [ 0.50194849 0.50190039 0.37429845 0.47970219 0.52045485] [ 0.45517047 0.47461355 0.47998198 0.65774459 0.4449059 ] [ 0.58807907 0.43888091 0.48878364 0.45172938 0.50658082] [ 0.71240829 0.49318463 0.39232552 0.47115386 0.34389231] [ 0.29090363 0.64675695 0.35722634 0.77488766 0.5470051 ] [ 0.7285252 0.47563757 0.69594755 0.3492548 0.38128761] [ 0.66967462 0.54654279 0.68050218 0.46379103 0.48049969] [ 0.76713452 0.34997654 0.60972027 0.48650919 0.41837035] [ 0.63262725 0.61333908 0.49221228 0.48749853 0.58671939] [ 0.79513742 0.3546459 0.48223642 0.26810947 0.55491478] [ 0.3132566 0.76366152 0.383361 0.72085782 0.6052175 ] [ 0.73355439 0.58412262 0.40289692 0.380836 0.50644678] [ 0.51843378 0.57991494 0.46166812 0.62542675 0.48285981] [ 0.56172383 0.56078162 0.44848874 0.56116233 0.48696152] [ 0.77013109 0.50617535 0.44917852 0.36997125 0.33514482] [ 0.80282041 0.42041245 0.43656608 0.16251562 0.26943805] [ 0.46664358 0.54769708 0.47853923 0.60773757 0.53763855] [ 0.79795955 0.4762805 0.33935259 0.35924276 0.32488539] [ 0.67071434 0.55838664 0.43312251 0.47651159 0.36299392] [ 0.65688918 0.49580067 0.40371008 0.40459213 0.43262076] [ 0.52519975 0.41600625 0.44557491 0.4898873 0.36009367] [ 0.51841112 0.57662298 0.53165148 0.45549649 0.52893732] [ 0.36399532 0.72351326 0.32290938 0.64110756 0.49166804] [ 0.50299004 0.52984506 0.34913634 0.52610675 0.36698131] [ 0.37448529 0.5342335 0.45444258 0.69776395 0.51841956] [ 0.62821135 0.52338299 0.39703475 0.45989681 0.38196202] [ 0.53496584 0.60524057 0.60742506 0.4355481 0.44330276] [ 0.608692 0.44194791 0.51579862 0.35836671 0.3303435 ] [ 0.44756935 0.49900207 0.28528815 0.73180259 0.50869317] [ 0.8928766 0.38356902 0.49227283 0.1958644 0.31138162] [ 0.33805662 0.59691151 0.47513729 0.73635979 0.51467202] [ 0.29739248 0.72017156 0.47464157 0.67689453 0.47527879] [ 0.43868266 0.68054615 0.35102712 0.47767792 0.43812487] [ 0.77868297 0.392416 0.6110197 0.30982241 0.4691518 ] [ 0.71088231 0.576537 0.59019927 0.35256765 0.43564139] [ 0.53748388 0.54667754 0.44376964 0.54495444 0.52421331] [ 0.65474828 0.51737037 0.50768737 0.29751788 0.4186176 ] [ 0.49624209 0.5396978 0.54145437 0.34487858 0.69746065] [ 0.5778466 0.49268093 0.52632248 0.48829722 0.41115015] [ 0.73220103 0.47226203 0.59163763 0.40234326 0.52132887] [ 0.48555587 0.35810043 0.54803104 0.36779101 0.59943308] [ 0.84762776 0.3895939 0.51223109 0.34985389 0.35498453] [ 0.52054946 0.51441843 0.50753976 0.50975763 0.52685423] [ 0.73374292 0.49100279 0.48467147 0.33707699 0.34694614] [ 0.45701001 0.57213236 0.4777253 0.65735794 0.50568938] [ 0.79681031 0.44783672 0.50579496 0.16780126 0.33454841] [ 0.42676393 0.53653377 0.34556512 0.55410512 0.36981186] [ 0.53997333 0.42312146 0.58414787 0.66148444 0.38116499] [ 0.35709655 0.48897671 0.51864198 0.49227656 0.47577502] [ 0.55246498 0.54274078 0.59799216 0.50055303 0.48599736] [ 0.52787129 0.44678044 0.58800595 0.54114163 0.57978194] [ 0.52496402 0.40000316 0.49857311 0.62077111 0.43616549] [ 0.3603997 0.57974363 0.37819623 0.62219303 0.47566446] [ 0.53045227 0.58649069 0.45720416 0.30808878 0.47702734] [ 0.2697489 0.61836325 0.42800793 0.84851376 0.55037436] [ 0.46190957 0.48667975 0.4575573 0.35908313 0.61599309] [ 0.15443923 0.70304686 0.33094944 0.78561656 0.59485559] [ 0.73203065 0.53574911 0.38660087 0.47949454 0.34542567] [ 0.45476325 0.61420096 0.39426886 0.62468413 0.54675684] [ 0.71607308 0.51117938 0.47883005 0.41665586 0.49995895] [ 0.74749429 0.3382704 0.46010971 0.34642858 0.49721794] [ 0.43237476 0.49807932 0.4397445 0.58137116 0.56842141] [ 0.76079542 0.5488575 0.44732096 0.49584129 0.46030479] [ 0.77226039 0.43287869 0.58247263 0.56143256 0.40441877] [ 0.56740368 0.58227474 0.41393587 0.37768825 0.49762998] [ 0.46049515 0.56400746 0.58986947 0.570059 0.43566183] [ 0.55849496 0.44463089 0.54673013 0.62846565 0.40374229] [ 0.33981935 0.58306401 0.37171953 0.69744087 0.4568447 ] [ 0.71133392 0.30986881 0.53467594 0.38765246 0.42841633] [ 0.4894491 0.42929311 0.45438198 0.33298651 0.5232333 ] [ 0.71526032 0.49728272 0.55658201 0.43617261 0.45734467] [ 0.52717426 0.43020104 0.5220037 0.59186037 0.43297577] [ 0.77127166 0.34426128 0.54268781 0.36161646 0.41772102] [ 0.78680749 0.45274388 0.52071175 0.35542278 0.49846885] [ 0.52587786 0.53644595 0.3733077 0.56538615 0.37447679] [ 0.60467144 0.46508055 0.58119928 0.27782137 0.56465251] [ 0.32061789 0.69377467 0.4893993 0.80747563 0.68213586] [ 0.61756198 0.53078703 0.33724269 0.56020434 0.4735122 ] [ 0.73640535 0.55370287 0.59284796 0.47299933 0.35751873] [ 0.42435036 0.4690251 0.45256342 0.65743566 0.51635695] Progress: 59.4% ... Training loss: 0.418 ... Validation loss: 0.688[ 0.52965649 0.58706075 0.34129919 0.61402166 0.45392663] [ 0.48236873 0.69947368 0.2827259 0.66912272 0.5503294 ] [ 0.30497318 0.48356949 0.51728251 0.68798457 0.55147078] [ 0.71835003 0.53951005 0.50171241 0.3178921 0.41511495] [ 0.87400182 0.3212773 0.58801661 0.14896009 0.32058671] [ 0.58384637 0.58994852 0.46197944 0.58209231 0.39174662] [ 0.3633275 0.50745441 0.53225274 0.83361698 0.61056376] [ 0.19970195 0.67081075 0.33026139 0.8656818 0.48870906] [ 0.55225073 0.34333894 0.50254985 0.39807119 0.45605107] [ 0.57858423 0.45206387 0.52562423 0.60442279 0.47090532] [ 0.51248472 0.43256742 0.57109124 0.56925871 0.45817149] [ 0.51008703 0.53321706 0.45853913 0.35698675 0.53926787] [ 0.75135848 0.44058669 0.51915774 0.29593829 0.36132314] [ 0.22955895 0.55114397 0.43402903 0.87439488 0.58102449] [ 0.74924292 0.42518487 0.4315045 0.28126115 0.40005913] [ 0.71430322 0.5108056 0.51547204 0.24083946 0.45511936] [ 0.43365019 0.66153376 0.4150995 0.74512591 0.57934255] [ 0.55489211 0.48701119 0.5705475 0.7578807 0.46116648] [ 0.4774505 0.57269073 0.50047673 0.45159699 0.63734846] [ 0.79304282 0.33124873 0.59245969 0.21200376 0.40850637] [ 0.60056729 0.36002576 0.39804075 0.29605194 0.48901006] [ 0.34851727 0.57854283 0.50290094 0.81047634 0.66792214] [ 0.67024265 0.53520901 0.47905403 0.31727671 0.37852713] [ 0.59582395 0.54423726 0.41583997 0.56954847 0.51390239] [ 0.38003385 0.60767975 0.43914881 0.75986652 0.47479837] [ 0.60669385 0.43189759 0.46575871 0.68890354 0.43708716] [ 0.44388761 0.53470821 0.55938416 0.84022114 0.61447229] [ 0.75701475 0.39142011 0.53823416 0.27014917 0.40390523] [ 0.54799234 0.61334907 0.33335499 0.34055969 0.34109723] [ 0.79083431 0.52128933 0.56344105 0.34658919 0.41329559] [ 0.49626543 0.53972284 0.5414378 0.34491508 0.69749722] [ 0.43154646 0.53430737 0.49080858 0.61366589 0.29958281] [ 0.40665425 0.52158645 0.30776433 0.50649892 0.34768622] [ 0.34059392 0.64165 0.3070921 0.83803725 0.49697188] [ 0.31517073 0.70651343 0.37981497 0.59082835 0.45342448] [ 0.71369945 0.41829506 0.60154487 0.39995655 0.50478233] [ 0.43677103 0.53621764 0.55191477 0.74798953 0.44976062] [ 0.77195969 0.54548504 0.63797005 0.48147512 0.36922516] [ 0.71877142 0.37725228 0.5112774 0.4111836 0.53325618] [ 0.36114488 0.72801854 0.40610056 0.75473295 0.52594542] [ 0.72817431 0.5026228 0.41238436 0.58768526 0.51268205] [ 0.4773508 0.5328861 0.59616682 0.68524928 0.43500607] [ 0.49875281 0.58687594 0.54807563 0.5496358 0.65337334] [ 0.41626887 0.54516464 0.61629016 0.73928655 0.51328345] [ 0.38605792 0.59671059 0.39914601 0.66904584 0.38555065] [ 0.38444946 0.46736491 0.57058508 0.43834773 0.54381676] [ 0.52771445 0.46788221 0.45396442 0.67263628 0.36075217] [ 0.27920829 0.71337451 0.3894898 0.715737 0.49567629] [ 0.40823672 0.52641537 0.44047856 0.61034321 0.64102929] [ 0.31807566 0.59923204 0.37034059 0.76015056 0.4835599 ] [ 0.49343277 0.47944838 0.44857727 0.32778602 0.38426096] [ 0.42410976 0.46916819 0.45250861 0.65754233 0.5164104 ] [ 0.45485067 0.58099392 0.26669206 0.79917296 0.52420882] [ 0.41792874 0.44239252 0.58557194 0.51753952 0.58832974] [ 0.82837058 0.3867022 0.57822191 0.28298181 0.39026357] [ 0.4852879 0.5367263 0.52328563 0.62074472 0.49917976] [ 0.83880461 0.44719121 0.55185489 0.24550028 0.43047894] [ 0.30376812 0.59136338 0.40773453 0.7535253 0.56237477] [ 0.57484725 0.70623617 0.39359236 0.71229727 0.51707638] [ 0.74840612 0.38088078 0.58147276 0.2346437 0.41209793] [ 0.74986051 0.469139 0.47106089 0.29606851 0.40367409] [ 0.62541092 0.48462419 0.58304351 0.55235634 0.47995474] [ 0.5731952 0.52755208 0.56313247 0.66510593 0.38575235] [ 0.49171238 0.48577684 0.5185511 0.66922617 0.42375147] [ 0.28687608 0.75531688 0.33320575 0.85997954 0.51520341] [ 0.56319627 0.5872728 0.55261884 0.4962275 0.40914248] [ 0.82098709 0.35197912 0.5371733 0.24832858 0.44041055] [ 0.34212168 0.67495158 0.49570845 0.55103804 0.36417231] [ 0.672687 0.57667757 0.45482133 0.44780355 0.32781364] [ 0.89562076 0.38112221 0.42362573 0.18564669 0.295482 ] [ 0.45347503 0.58043866 0.49429049 0.68802313 0.50115725] [ 0.56968864 0.50888351 0.38380921 0.53050851 0.44383305] [ 0.54415724 0.48768819 0.50490973 0.54708417 0.41705574] [ 0.65123114 0.39287646 0.54148166 0.39402594 0.44481925] [ 0.71647329 0.32214929 0.62516701 0.50195237 0.44667254] [ 0.59036635 0.51110467 0.52970318 0.51700691 0.52991575] [ 0.77638523 0.37543274 0.58109118 0.57119069 0.3748939 ] [ 0.78093004 0.51181863 0.5135142 0.22938785 0.37897442] [ 0.28279699 0.47664585 0.39322714 0.80461656 0.57512127] [ 0.53126663 0.39469989 0.44940495 0.55285966 0.54399876] [ 0.45417639 0.55780056 0.32234746 0.51922714 0.47713364] [ 0.58081086 0.53364423 0.51924749 0.27882019 0.50485147] [ 0.2724801 0.52970331 0.57232487 0.56174961 0.58854846] [ 0.54371329 0.67192048 0.43378988 0.6836177 0.51937972] [ 0.21617059 0.65418242 0.44666044 0.84484862 0.46528296] [ 0.62222594 0.60592867 0.4571885 0.61266483 0.39468541] [ 0.60429663 0.37804746 0.57032547 0.62285098 0.37641738] [ 0.75415172 0.52724246 0.59415001 0.50583288 0.42019163] [ 0.6490288 0.5737223 0.37327095 0.33039678 0.38505149] [ 0.53283341 0.52754378 0.44954203 0.61586417 0.59111202] [ 0.6870323 0.48447361 0.60893847 0.24931994 0.5929406 ] [ 0.49936725 0.48421971 0.50897689 0.57941859 0.4557066 ] [ 0.70257979 0.51361638 0.49227662 0.54833674 0.44510084] [ 0.60610394 0.62967567 0.39852903 0.26558607 0.35893711] [ 0.66675737 0.56314599 0.6067551 0.54250241 0.47343471] [ 0.53208385 0.50532239 0.44751793 0.71022582 0.30199327] [ 0.30889203 0.52725798 0.5190476 0.59375151 0.52420573] [ 0.36934978 0.6267474 0.37739474 0.60211128 0.39175681] [ 0.67467259 0.3678917 0.64120785 0.28738887 0.45141231] [ 0.4973116 0.49574394 0.49104431 0.6016267 0.40104175] [ 0.80877027 0.30442386 0.47000995 0.21599753 0.4802766 ] [ 0.73108461 0.49563554 0.46217416 0.24866462 0.28108817] [ 0.68651573 0.42132154 0.60515385 0.30379621 0.43351402] [ 0.62851582 0.61365672 0.37083316 0.58293076 0.47822522] [ 0.29579537 0.64232875 0.37940259 0.70439841 0.44691661] [ 0.37678619 0.53095711 0.49128805 0.51091937 0.48910134] [ 0.38727484 0.61690417 0.52930645 0.55959337 0.48143363] [ 0.66919796 0.5444508 0.49126137 0.45138947 0.54962335] [ 0.13208632 0.71878663 0.367693 0.64092473 0.57775361] [ 0.44154534 0.58196485 0.38250111 0.67148315 0.37963276] [ 0.40811564 0.60531526 0.3548029 0.69411185 0.30713382] [ 0.34886959 0.48771521 0.48010433 0.66300681 0.59949183] [ 0.57087162 0.58485869 0.50843046 0.63292464 0.40096192] [ 0.30428365 0.69762918 0.282278 0.68041209 0.53684764] [ 0.55627538 0.53084452 0.50534433 0.42277092 0.39361154] [ 0.66190459 0.39877683 0.52913131 0.34436033 0.47355564] [ 0.55087884 0.4973761 0.56727092 0.34533922 0.57502943] [ 0.57186182 0.36135818 0.4649079 0.35034465 0.45995668] [ 0.46029805 0.60967169 0.32652169 0.58904412 0.4959601 ] [ 0.43427706 0.53949869 0.29563242 0.76676972 0.5040131 ] [ 0.56526741 0.4289582 0.58475476 0.34860792 0.52808777] [ 0.64648077 0.39520667 0.43640292 0.47888841 0.42802351] [ 0.63029597 0.57613235 0.61514272 0.56019458 0.50787626] [ 0.38094216 0.64572192 0.41028967 0.5421109 0.41246565] [ 0.59200291 0.42909864 0.57109486 0.36972973 0.6297486 ] [ 0.83177466 0.40390015 0.58683337 0.21992418 0.38360848] [ 0.75430914 0.36141825 0.49261852 0.31810776 0.54003204] [ 0.28058288 0.59856804 0.45110808 0.78628476 0.62165595] Progress: 59.5% ... Training loss: 0.418 ... Validation loss: 0.687[ 0.4096969 0.52177263 0.52501856 0.74929472 0.49669004] [ 0.66530585 0.55051971 0.50432205 0.46411624 0.43056148] [ 0.6316972 0.42224193 0.62881237 0.56881501 0.41089627] [ 0.8352351 0.46036932 0.36278166 0.33036661 0.41898467] [ 0.80539915 0.47200229 0.54368175 0.3734684 0.41011185] [ 0.70755939 0.40658874 0.41826184 0.15607791 0.33916751] [ 0.50100997 0.57414729 0.37260196 0.55866157 0.53510181] [ 0.65513321 0.4989175 0.47687211 0.39101182 0.45926892] [ 0.6260136 0.40327173 0.51620399 0.43461828 0.41203899] [ 0.42877302 0.52598142 0.45819245 0.66119725 0.60727898] [ 0.47459808 0.53905179 0.45446247 0.61162077 0.47292608] [ 0.22760864 0.73704842 0.37091466 0.71425461 0.46106724] [ 0.50759779 0.48971185 0.41680198 0.37613754 0.37025677] [ 0.53409994 0.61504225 0.35059538 0.56878894 0.46479069] [ 0.69494768 0.4456061 0.46840398 0.38652801 0.46915695] [ 0.31580732 0.50821698 0.53982515 0.4637849 0.55286372] [ 0.30373208 0.57120242 0.36657058 0.73089011 0.54092206] [ 0.58262071 0.55571886 0.44853769 0.42019059 0.50742114] [ 0.18654345 0.65681213 0.44813455 0.79070177 0.47859399] [ 0.67080129 0.54969 0.4608064 0.43163301 0.40423258] [ 0.16926162 0.70361304 0.42603621 0.84784462 0.61771077] [ 0.84631222 0.41566455 0.54345709 0.18677675 0.40277652] [ 0.66590169 0.59243569 0.53110728 0.29412625 0.58814597] [ 0.31318757 0.66590382 0.37585853 0.77322449 0.49854911] [ 0.41451103 0.65841629 0.47024487 0.71033025 0.47102753] [ 0.56248036 0.51922482 0.40021502 0.31905045 0.39106874] [ 0.85081114 0.46485288 0.54747941 0.24505657 0.36985466] [ 0.7710185 0.45623981 0.4982019 0.44377305 0.40569965] [ 0.56158491 0.53865103 0.49081307 0.58465861 0.41423255] [ 0.8639645 0.48771332 0.51460197 0.26135189 0.3962211 ] [ 0.41235889 0.66649237 0.31041583 0.60153241 0.33613641] [ 0.71414789 0.51806667 0.49770362 0.35002561 0.42271469] [ 0.31820335 0.67097591 0.34581346 0.65002845 0.45621954] [ 0.60668278 0.59845435 0.39393798 0.60987604 0.36268307] [ 0.57331496 0.43814066 0.55071263 0.73176458 0.580143 ] [ 0.72727022 0.46539163 0.39267096 0.64790887 0.30619625] [ 0.87174939 0.31977604 0.47464422 0.20294368 0.39482938] [ 0.52917384 0.58810601 0.44013391 0.64125173 0.39396292] [ 0.20388178 0.78839759 0.36977772 0.77109396 0.51309119] [ 0.59605364 0.52150351 0.31136149 0.58145572 0.39090957] [ 0.31585571 0.70538393 0.34728819 0.62085987 0.53771379] [ 0.7201967 0.32936308 0.62329364 0.48237899 0.44450252] [ 0.5379316 0.54032331 0.47586051 0.52134502 0.44273685] [ 0.27000709 0.61827206 0.42800503 0.84841176 0.55042203] [ 0.44058397 0.44030169 0.45741793 0.67873095 0.69088488] [ 0.48321968 0.60579377 0.35975946 0.56760635 0.44175597] [ 0.33552857 0.6456648 0.44147458 0.78676041 0.41897198] [ 0.44075103 0.58854176 0.48208612 0.6246198 0.36128327] [ 0.79656099 0.40181493 0.47117802 0.30878184 0.36943911] [ 0.59285175 0.38433378 0.60129977 0.68473939 0.44279951] [ 0.32239215 0.50986391 0.53848887 0.85486903 0.658741 ] [ 0.48730594 0.6063268 0.38434409 0.56317808 0.48602453] [ 0.67330378 0.4921287 0.39693454 0.44727385 0.49943565] [ 0.62534622 0.6643887 0.34750895 0.62182164 0.45506983] [ 0.60446531 0.60920044 0.52970226 0.52564457 0.37879722] [ 0.4578277 0.66637752 0.47211576 0.71540642 0.60945858] [ 0.660486 0.57677626 0.42308859 0.34219826 0.42221426] [ 0.57591318 0.5274627 0.44290083 0.31055919 0.31253863] [ 0.51763762 0.50885962 0.51348313 0.46066332 0.44406192] [ 0.31381342 0.59575679 0.50767444 0.7825762 0.53261165] [ 0.42889719 0.47261172 0.59879029 0.6549117 0.4637422 ] [ 0.62534713 0.45151326 0.4098684 0.57386532 0.40194847] [ 0.28503051 0.46485539 0.39718989 0.83295289 0.58680967] [ 0.58381767 0.52510817 0.482686 0.69114074 0.32837658] [ 0.59183544 0.46090023 0.50475815 0.33324369 0.50042696] [ 0.21733338 0.71613481 0.31606159 0.82347563 0.63418666] [ 0.55491114 0.32130897 0.5709011 0.28766025 0.52037205] [ 0.67659006 0.48684196 0.51715516 0.22413099 0.48568276] [ 0.75409872 0.51549389 0.38212489 0.27729553 0.36544689] [ 0.52046476 0.51457251 0.50745183 0.5099114 0.52695047] [ 0.32230388 0.64709362 0.37544305 0.55777762 0.53130075] [ 0.62409931 0.46405803 0.33324733 0.43843798 0.35339666] [ 0.59013121 0.3788786 0.44659964 0.24509462 0.39561711] [ 0.74385917 0.53659236 0.64638344 0.49869598 0.39644692] [ 0.26895606 0.48485213 0.47456978 0.79831954 0.45258455] [ 0.80614207 0.46680254 0.53824408 0.32675283 0.41403591] [ 0.39438296 0.58709468 0.42424528 0.48067845 0.45799753] [ 0.53465206 0.54413914 0.38208326 0.59647538 0.52533355] [ 0.49801295 0.51371556 0.4399646 0.65658514 0.5378432 ] [ 0.87662005 0.31753961 0.5363957 0.16243765 0.31406841] [ 0.50308761 0.48877842 0.4894461 0.26459873 0.49965393] [ 0.39362477 0.59032576 0.42977205 0.50390907 0.55692717] [ 0.55539374 0.53677549 0.47824992 0.43631967 0.55503896] [ 0.78416132 0.37175481 0.52606833 0.24282239 0.47793874] [ 0.84062263 0.42416566 0.50562428 0.34751538 0.36574778] [ 0.66856139 0.55625923 0.35766443 0.28916485 0.26850341] [ 0.34417598 0.5777318 0.37972212 0.61844366 0.51495637] [ 0.27269242 0.49270728 0.42394092 0.68413935 0.47558262] [ 0.30682226 0.55989918 0.38156701 0.86263187 0.55306703] [ 0.84138469 0.41665146 0.57223018 0.17686831 0.3751111 ] [ 0.37300875 0.53147216 0.40739522 0.54998932 0.57748023] [ 0.62966241 0.63684736 0.41100601 0.63038638 0.34420135] [ 0.62335947 0.47035106 0.52299256 0.61981616 0.31910013] [ 0.16926162 0.70361304 0.42603621 0.84784462 0.61771077] [ 0.5475406 0.56982441 0.48044912 0.54227711 0.38084773] [ 0.72620767 0.46780414 0.41683174 0.37827376 0.36211827] [ 0.73526443 0.35813454 0.61026207 0.53468073 0.41003642] [ 0.83191738 0.41012964 0.59294073 0.18805383 0.42135361] [ 0.7732711 0.45666104 0.54201142 0.25346764 0.41745405] [ 0.85586462 0.47119079 0.34373888 0.26605169 0.25318212] [ 0.37981163 0.59016126 0.49045436 0.75462044 0.61023525] [ 0.70362294 0.46580049 0.577406 0.27614292 0.39541524] [ 0.33091973 0.63001218 0.42647485 0.55926904 0.43807012] [ 0.43591312 0.55134692 0.66529608 0.46426201 0.53915727] [ 0.50683134 0.44623393 0.44182968 0.43572256 0.51293777] [ 0.22485983 0.56186999 0.46388981 0.79599071 0.65501279] [ 0.52387238 0.51441799 0.5995732 0.66114012 0.41469545] [ 0.42705076 0.56049264 0.58386141 0.62617607 0.58433778] [ 0.48508589 0.41098707 0.35036517 0.37684978 0.37815261] [ 0.31585571 0.70538393 0.34728819 0.62085987 0.53771379] [ 0.57002306 0.46067423 0.37912916 0.39743584 0.39363265] [ 0.31266206 0.61757665 0.3514358 0.87258357 0.51934425] [ 0.85139077 0.48105139 0.51490306 0.28073823 0.41418646] [ 0.74575117 0.434322 0.55936416 0.18453415 0.30086677] [ 0.47692409 0.57703245 0.46891744 0.70685088 0.61699049] [ 0.31894108 0.69981915 0.35018437 0.72351998 0.55098977] [ 0.62421401 0.59856795 0.42059967 0.50043709 0.35414473] [ 0.78665632 0.54448246 0.49736129 0.40413404 0.4254264 ] [ 0.54382137 0.47387236 0.60503085 0.59034473 0.35293456] [ 0.40806563 0.66592072 0.4048465 0.78661818 0.55920614] [ 0.44154896 0.51920372 0.49867982 0.46878094 0.48244795] [ 0.48460216 0.46590485 0.58876396 0.39518984 0.43829375] [ 0.78716534 0.34578172 0.45414128 0.40786327 0.4961834 ] [ 0.53246307 0.45783692 0.49141785 0.35948462 0.62083098] [ 0.70030744 0.45413192 0.55368014 0.34834072 0.5010212 ] [ 0.53349452 0.56435821 0.50026247 0.5060905 0.56344585] [ 0.64204179 0.596967 0.43994773 0.61267002 0.32860511] [ 0.39572022 0.62732615 0.50348358 0.64978555 0.49454323] Progress: 59.5% ... Training loss: 0.418 ... Validation loss: 0.685[ 0.65091368 0.47581888 0.34161745 0.36627922 0.3803195 ] [ 0.64958439 0.38308657 0.61065384 0.56803381 0.44053228] [ 0.56245234 0.61446745 0.28473668 0.50154888 0.32881936] [ 0.61860343 0.48647074 0.54151286 0.76183391 0.52479367] [ 0.56251906 0.61473812 0.45159694 0.50732148 0.53134598] [ 0.52686494 0.54357317 0.53560325 0.74611811 0.54024769] [ 0.26830094 0.66219594 0.4876232 0.83083787 0.64712592] [ 0.71428728 0.49553526 0.51864243 0.68055712 0.41822094] [ 0.78040478 0.41090886 0.41874461 0.26315466 0.32107481] [ 0.22416642 0.58951488 0.40741358 0.88315456 0.59601077] [ 0.71742509 0.50226692 0.47129474 0.37598182 0.37707746] [ 0.59520856 0.67333919 0.40389429 0.61554188 0.45251133] [ 0.65413135 0.72315293 0.42257489 0.61350932 0.41120289] [ 0.76543899 0.418135 0.45265844 0.38951051 0.3254196 ] [ 0.48052421 0.54373245 0.48733522 0.45184645 0.415517 ] [ 0.58333518 0.54117094 0.543831 0.50222378 0.48069995] [ 0.31982501 0.54219624 0.41867529 0.61531222 0.47717981] [ 0.62869043 0.45306451 0.36192123 0.31755059 0.35596837] [ 0.40616933 0.48452675 0.42605303 0.79100995 0.54669569] [ 0.65196229 0.52281053 0.51458549 0.4110287 0.42595807] [ 0.65665218 0.64737994 0.46219282 0.55887466 0.33510266] [ 0.30023509 0.66224555 0.42200287 0.79766694 0.5665274 ] [ 0.34019665 0.58904655 0.41187814 0.80429529 0.3905838 ] [ 0.54797782 0.49863309 0.57922897 0.50810033 0.40109476] [ 0.31339469 0.64397499 0.46489198 0.53906757 0.5750158 ] [ 0.43255468 0.49673468 0.41950275 0.63285269 0.51529891] [ 0.64776371 0.45717518 0.60858015 0.26923752 0.41926649] [ 0.65731719 0.47500274 0.54864776 0.26605069 0.46962845] [ 0.88097165 0.48471125 0.43840871 0.25826992 0.37224905] [ 0.79088229 0.46828028 0.55319417 0.23955738 0.43335751] [ 0.86076433 0.40543841 0.57012201 0.20937161 0.29417872] [ 0.32440904 0.43141194 0.37501522 0.65109404 0.45347606] [ 0.36682267 0.6000056 0.44608696 0.59580491 0.45153593] [ 0.66736156 0.45666245 0.49231402 0.59184112 0.34714642] [ 0.69574122 0.50920314 0.48718401 0.33707751 0.43775803] [ 0.37936318 0.47966606 0.5484715 0.68580251 0.57189104] [ 0.20306762 0.65412609 0.35257462 0.89531666 0.59849853] [ 0.30411515 0.65812052 0.43525715 0.85201789 0.56759356] [ 0.47589168 0.58107629 0.40293534 0.3720676 0.52992244] [ 0.71068438 0.47274299 0.54606112 0.43938293 0.52639304] [ 0.67114152 0.41385612 0.49166128 0.14467799 0.33823372] [ 0.56165271 0.53255365 0.49156862 0.56881574 0.4683679 ] [ 0.7810634 0.47696267 0.56638668 0.23060307 0.38245933] [ 0.43640174 0.63539451 0.4244009 0.86075074 0.47493503] [ 0.49177385 0.59283605 0.44104683 0.67985768 0.46201123] [ 0.30745648 0.53155673 0.5471785 0.84013183 0.65862006] [ 0.30328444 0.61565332 0.34260975 0.75709935 0.50745414] [ 0.36815692 0.65066666 0.41379651 0.64266918 0.48709704] [ 0.73189596 0.41743822 0.43171586 0.62575962 0.28822913] [ 0.33733647 0.70477079 0.37988088 0.7084352 0.40336633] [ 0.73521108 0.32908775 0.58316452 0.60897097 0.39388759] [ 0.71923749 0.46196428 0.42223063 0.29622339 0.33953319] [ 0.65959 0.51561172 0.54841323 0.18043089 0.50893248] [ 0.40506188 0.55816436 0.45608 0.70768368 0.39885911] [ 0.50324378 0.47853287 0.6143432 0.61960247 0.45084315] [ 0.65359312 0.50860754 0.38870515 0.67794303 0.32862739] [ 0.54477428 0.38631499 0.51626914 0.43361758 0.52253533] [ 0.56300099 0.60134486 0.35665594 0.52191148 0.52551268] [ 0.8482181 0.3180086 0.65884286 0.20197168 0.4019777 ] [ 0.4695973 0.62972912 0.42545784 0.64093756 0.48006434] [ 0.58954958 0.6425753 0.50169543 0.60866013 0.36720028] [ 0.84496373 0.34158555 0.43482668 0.18817447 0.41502294] [ 0.22080415 0.51540005 0.38447351 0.88350287 0.60383634] [ 0.47510598 0.51001826 0.44555815 0.50948307 0.4764802 ] [ 0.55622111 0.49501963 0.51959076 0.60431074 0.43754792] [ 0.78989493 0.36933251 0.51635507 0.29791057 0.42631948] [ 0.65863972 0.48854291 0.42010151 0.33345595 0.45571947] [ 0.72364057 0.41170613 0.62208608 0.4352465 0.44561903] [ 0.56578723 0.42272018 0.5832347 0.31513396 0.50832857] [ 0.64870598 0.53867354 0.36162987 0.41819243 0.42991971] [ 0.41801347 0.60013081 0.40289508 0.49301059 0.37008609] [ 0.55869228 0.51395198 0.57639447 0.32311304 0.5515855 ] [ 0.36895959 0.60140165 0.28386769 0.68737094 0.62216893] [ 0.47339165 0.61938066 0.59831331 0.61339453 0.56672744] [ 0.6326229 0.40626535 0.41381736 0.31259243 0.3818997 ] [ 0.57858709 0.62028519 0.3381672 0.60240182 0.52848287] [ 0.6233304 0.63595643 0.52929426 0.51290635 0.50846604] [ 0.52578053 0.51838887 0.47856328 0.513362 0.50099091] [ 0.25517675 0.58069364 0.38775351 0.7315827 0.5333083 ] [ 0.36943888 0.46693056 0.36419408 0.58829389 0.44178385] [ 0.47666146 0.64290066 0.51376824 0.57656603 0.42603529] [ 0.56396402 0.57211789 0.56116933 0.41409608 0.42737598] [ 0.83879846 0.3511221 0.47143114 0.229543 0.44289433] [ 0.35212456 0.53120196 0.51933717 0.81175346 0.67973383] [ 0.77209682 0.39072632 0.48384451 0.30022516 0.37169978] [ 0.31183443 0.69958236 0.34475831 0.66920299 0.51310451] [ 0.78721678 0.4529374 0.51404914 0.31878993 0.42814027] [ 0.69685231 0.43512542 0.47314831 0.50500404 0.52845779] [ 0.64678045 0.51523185 0.48401533 0.38396642 0.42638855] [ 0.67520385 0.65934087 0.55420494 0.50127638 0.46665684] [ 0.44184139 0.6537363 0.48192496 0.71887365 0.47503058] [ 0.49926873 0.5614689 0.53707696 0.53313522 0.41304869] [ 0.26204531 0.71431751 0.44101649 0.65656805 0.60805783] [ 0.68990186 0.26902203 0.56075271 0.32616064 0.46212818] [ 0.69667105 0.42302222 0.43249098 0.26355776 0.42438917] [ 0.32061823 0.50791696 0.52567114 0.87089364 0.64225901] [ 0.66556103 0.36121531 0.66970566 0.29813543 0.45319259] [ 0.23941614 0.61112219 0.35890653 0.83999088 0.52806937] [ 0.55309 0.58969307 0.41800236 0.67393241 0.45122908] [ 0.74104122 0.41607238 0.48645527 0.18838856 0.37688929] [ 0.5541771 0.53169564 0.48928452 0.77535038 0.53730027] [ 0.36359471 0.57156637 0.52949028 0.57511991 0.48817377] [ 0.56030041 0.510974 0.58197236 0.64090659 0.61984056] [ 0.7612398 0.33783524 0.56034084 0.49801747 0.40076499] [ 0.55475024 0.6780154 0.25357467 0.74167214 0.46768377] [ 0.70532853 0.36790888 0.63180739 0.50498839 0.43678318] [ 0.40319422 0.5472551 0.46172445 0.64375806 0.54216411] [ 0.56283365 0.4996654 0.28376244 0.3465335 0.4158493 ] [ 0.58215439 0.59084244 0.46155049 0.58292798 0.39213944] [ 0.39793909 0.54041944 0.32449935 0.68084256 0.62925197] [ 0.42995109 0.56330443 0.36811034 0.50312456 0.56025584] [ 0.38461547 0.54579745 0.45148032 0.58369189 0.64334228] [ 0.60904998 0.57161974 0.47827823 0.47820635 0.40999323] [ 0.34265085 0.66856604 0.33102357 0.80388277 0.59088745] [ 0.58714233 0.53085824 0.54612027 0.3623857 0.45430855] [ 0.62331514 0.51067844 0.45300294 0.26804307 0.51994966] [ 0.19096074 0.77169511 0.41217289 0.78941954 0.50480501] [ 0.68067265 0.59454752 0.37253275 0.49097283 0.26314742] [ 0.6191193 0.5815921 0.25581141 0.53345714 0.49482483] [ 0.46539758 0.51130216 0.38817828 0.62379283 0.38752989] [ 0.34561493 0.71677612 0.3070119 0.74587103 0.46505776] [ 0.40860546 0.48764664 0.59236115 0.67632715 0.44052997] [ 0.61921068 0.55016759 0.58575753 0.41506905 0.37950599] [ 0.7004372 0.63585419 0.57430425 0.50887924 0.48277031] [ 0.22557192 0.51906261 0.49625915 0.82626152 0.58349073] [ 0.40507808 0.57048586 0.52807357 0.44909641 0.483365 ] [ 0.37486144 0.46050097 0.59503329 0.76526502 0.58503244] [ 0.68641706 0.33432181 0.52413998 0.43245112 0.45507072] Progress: 59.5% ... Training loss: 0.418 ... Validation loss: 0.685[ 0.66674633 0.62082807 0.41871299 0.40579016 0.37639206] [ 0.5169707 0.59865416 0.50045679 0.58135056 0.38440379] [ 0.49141481 0.52115772 0.39133502 0.47674888 0.44997863] [ 0.32559237 0.58057134 0.51368431 0.63786313 0.57332356] [ 0.550183 0.50547674 0.40478228 0.44979682 0.47684254] [ 0.59011249 0.61914611 0.38297382 0.4964769 0.35223032] [ 0.6231845 0.44631994 0.63991013 0.61034223 0.47127436] [ 0.48622317 0.41822695 0.62775547 0.2939209 0.49883859] [ 0.57675832 0.51895539 0.36689142 0.58638401 0.39063741] [ 0.55882618 0.66852588 0.49272742 0.63143956 0.60412323] [ 0.58176772 0.65909008 0.40933988 0.55944568 0.42278032] [ 0.58785297 0.41080408 0.59966098 0.70331489 0.51058323] [ 0.69477619 0.40801794 0.61667957 0.51402267 0.38096858] [ 0.30260516 0.70058027 0.42531044 0.65986318 0.48081694] [ 0.67038518 0.54994329 0.46069289 0.43183568 0.40434659] [ 0.17972758 0.56154263 0.32856292 0.85081632 0.61569334] [ 0.18637494 0.74245852 0.41811545 0.80692496 0.64504366] [ 0.57931114 0.52818262 0.48837656 0.46513062 0.3243518 ] [ 0.64454186 0.40941382 0.50555753 0.28205408 0.55900935] [ 0.48681398 0.43179452 0.5471651 0.76067026 0.53272013] [ 0.57085142 0.5546953 0.53075561 0.53562699 0.39021068] [ 0.64443634 0.55701526 0.41666489 0.50022309 0.39012754] [ 0.73840637 0.48472304 0.55271664 0.40206714 0.43777026] [ 0.61534116 0.53397593 0.47611805 0.48130516 0.43045119] [ 0.17450525 0.80955077 0.34608178 0.80438942 0.55104676] [ 0.48519374 0.56970949 0.4848473 0.59013134 0.55630916] [ 0.21438975 0.58437718 0.46103041 0.75422802 0.65774226] [ 0.77544476 0.35841721 0.58022926 0.22790738 0.42386193] [ 0.58890284 0.46513513 0.41055314 0.33053033 0.35283044] [ 0.37600518 0.44351203 0.40337866 0.75209857 0.50084179] [ 0.74208594 0.36094318 0.58909496 0.2712739 0.43725905] [ 0.63229687 0.47637622 0.48469125 0.63089255 0.37733313] [ 0.68336324 0.28844838 0.59464151 0.43942915 0.45394923] [ 0.63142687 0.62567071 0.40712079 0.40567884 0.34764461] [ 0.6967 0.29521675 0.53035094 0.56037776 0.45882648] [ 0.48550566 0.54226051 0.4654584 0.44969523 0.55084201] [ 0.33830156 0.68846562 0.46620661 0.74299841 0.50751757] [ 0.68876909 0.63814724 0.40692477 0.4434921 0.41930363] [ 0.71986585 0.49781244 0.4889299 0.25274652 0.38637947] [ 0.13914726 0.76605074 0.4004746 0.77262829 0.58475214] [ 0.34933573 0.72421376 0.29213206 0.81798754 0.4630176 ] [ 0.51582553 0.57355283 0.55208729 0.58327375 0.41889765] [ 0.30260683 0.65225259 0.37170306 0.82947166 0.57374706] [ 0.56742585 0.48961542 0.43452885 0.46526102 0.31261866] [ 0.24384128 0.63060411 0.36404815 0.86139584 0.52933978] [ 0.63963505 0.40167886 0.44740709 0.61630767 0.31995409] [ 0.44490109 0.57516981 0.49994349 0.60557248 0.50616399] [ 0.52003652 0.48438349 0.62322054 0.32994004 0.43970547] [ 0.60936063 0.62385828 0.2584153 0.4526566 0.38566292] [ 0.62088447 0.58086776 0.25600619 0.53241871 0.49458508] [ 0.28882689 0.49069002 0.3947501 0.66134156 0.42554724] [ 0.86018555 0.45641132 0.48656888 0.2169408 0.35642585] [ 0.84145301 0.41650331 0.57230218 0.17687321 0.37501657] [ 0.78317232 0.43337328 0.53356586 0.32204729 0.34754139] [ 0.38358537 0.59159919 0.45236493 0.54553052 0.3788454 ] [ 0.70135243 0.51011142 0.59478038 0.42134776 0.48591341] [ 0.46803289 0.73105216 0.28724234 0.7567891 0.52410651] [ 0.55615075 0.63354375 0.29295368 0.56443613 0.38535474] [ 0.45063558 0.48298229 0.58658976 0.76108682 0.48999985] [ 0.65010956 0.46293386 0.4974943 0.36106712 0.52828329] [ 0.54985731 0.54753826 0.39489897 0.81329337 0.41814159] [ 0.55121605 0.63687178 0.52023983 0.59599843 0.61303434] [ 0.71844986 0.46161779 0.43378838 0.38622029 0.35334286] [ 0.71748432 0.45706519 0.56388826 0.42245876 0.41738873] [ 0.70986043 0.49740672 0.5312634 0.24941695 0.43132874] [ 0.54622537 0.47908162 0.62812902 0.41203703 0.48169746] [ 0.28377461 0.49300221 0.5102835 0.76205659 0.5321495 ] [ 0.58990794 0.45009458 0.63962267 0.45751319 0.42844178] [ 0.32693034 0.63355006 0.25000632 0.7721015 0.50110678] [ 0.4902816 0.47010722 0.43784672 0.59344931 0.55678207] [ 0.54760795 0.54749921 0.53796961 0.62336447 0.50012831] [ 0.70046973 0.42708187 0.55021394 0.23154156 0.62101584] [ 0.64334651 0.43148429 0.48624197 0.38318745 0.44493205] [ 0.6795557 0.45822223 0.61959102 0.3875229 0.43751113] [ 0.70415212 0.44306193 0.49182966 0.25612212 0.48149434] [ 0.74603746 0.38234818 0.58091869 0.23597778 0.41256897] [ 0.66999716 0.51110639 0.55684407 0.4024917 0.36432828] [ 0.81658621 0.41686427 0.58693275 0.1820768 0.37726788] [ 0.34963204 0.63709236 0.34973728 0.67085229 0.38367131] [ 0.62197395 0.41260372 0.54998074 0.68829545 0.31824691] [ 0.50297317 0.45025919 0.46998267 0.41949824 0.53593013] [ 0.43074632 0.53049964 0.51797309 0.55801303 0.47740148] [ 0.35592704 0.57662852 0.41465245 0.50480859 0.54581813] [ 0.40934725 0.57979817 0.40222803 0.74372385 0.33850731] [ 0.39288062 0.54855861 0.51085231 0.57729293 0.50922943] [ 0.6060178 0.50469016 0.3684229 0.28565 0.44814056] [ 0.27175233 0.5414586 0.34581243 0.90082605 0.44404998] [ 0.29884744 0.57636117 0.38276562 0.78894917 0.44730063] [ 0.60444498 0.43980006 0.57181066 0.6223238 0.31377107] [ 0.81624897 0.34947262 0.58383126 0.21098298 0.4857125 ] [ 0.29651977 0.63061295 0.32069117 0.75683193 0.55021709] [ 0.55197909 0.43962373 0.45586355 0.53342983 0.39099956] [ 0.45376453 0.59517781 0.44313756 0.4605674 0.48078551] [ 0.60483889 0.49288571 0.45394918 0.39647018 0.40678466] [ 0.47412876 0.49898475 0.2418759 0.69920633 0.35588697] [ 0.77365565 0.39589147 0.46896805 0.14548488 0.35873276] [ 0.85001388 0.41344985 0.48662409 0.2065607 0.43935217] [ 0.36667657 0.45145007 0.52646669 0.64161192 0.50840649] [ 0.3301081 0.62686792 0.42511214 0.53204354 0.50099762] [ 0.40549165 0.5770977 0.44761517 0.68943002 0.46332984] [ 0.48621526 0.51911623 0.49856735 0.78078026 0.55540347] [ 0.49347395 0.41189799 0.49489802 0.63276182 0.42651726] [ 0.24166722 0.63744136 0.42672805 0.8204206 0.52653906] [ 0.37938734 0.43545708 0.43809035 0.70076664 0.51133443] [ 0.54044395 0.586964 0.52210218 0.51541273 0.38877276] [ 0.72794701 0.43200933 0.64275578 0.65079342 0.40011273] [ 0.6132222 0.44224395 0.5948813 0.28748926 0.45155203] [ 0.65361071 0.28979268 0.48814458 0.30112741 0.45325448] [ 0.40955707 0.62805622 0.31777283 0.69962724 0.34599893] [ 0.54694093 0.50068719 0.42677503 0.37676594 0.36902422] [ 0.35307702 0.68565823 0.38436877 0.49582596 0.53023574] [ 0.78983672 0.44286024 0.5698449 0.2431865 0.49893599] [ 0.71258106 0.51322849 0.46517578 0.4265672 0.36935157] [ 0.29830425 0.54069057 0.42940201 0.83381402 0.52101525] [ 0.77782545 0.52204504 0.31075828 0.42582401 0.31960296] [ 0.72810883 0.4020299 0.59162858 0.45742165 0.3889533 ] [ 0.68622757 0.48147099 0.49334714 0.35483773 0.37817102] [ 0.35592704 0.57662852 0.41465245 0.50480859 0.54581813] [ 0.46516953 0.69365745 0.31819558 0.54289763 0.40020451] [ 0.46298564 0.42299085 0.47971803 0.72063997 0.51500482] [ 0.79681412 0.53490677 0.51053095 0.2105082 0.42482521] [ 0.76781982 0.42654901 0.52049506 0.24977007 0.54002411] [ 0.75564782 0.35289755 0.55817268 0.22429419 0.4429766 ] [ 0.82792557 0.35793985 0.45205545 0.27458931 0.34600607] [ 0.53315826 0.55531467 0.5719515 0.57565977 0.44867525] [ 0.54745536 0.60009485 0.45013221 0.64278554 0.48361668] [ 0.65420738 0.50019093 0.57538072 0.33296435 0.50433124] [ 0.85437577 0.4753835 0.57731362 0.28508192 0.38713507] Progress: 59.6% ... Training loss: 0.417 ... Validation loss: 0.684[ 0.71997936 0.63986815 0.50856502 0.4460226 0.41596077] [ 0.69864864 0.53433112 0.54551521 0.63535362 0.43268277] [ 0.51207534 0.53846742 0.51421774 0.4352934 0.63330077] [ 0.63715316 0.50025364 0.49580128 0.44943768 0.45361365] [ 0.49856928 0.5728733 0.43802921 0.64996889 0.55648264] [ 0.73620812 0.45589584 0.42810086 0.36017689 0.35268417] [ 0.6284211 0.64831598 0.44837345 0.32474682 0.43029411] [ 0.4327965 0.62480618 0.56842197 0.5676215 0.53871357] [ 0.62877988 0.40618223 0.65103758 0.54306336 0.48109881] [ 0.55222313 0.59070229 0.31086728 0.6113086 0.40247761] [ 0.65784918 0.41248523 0.43673058 0.59437481 0.3127266 ] [ 0.79808177 0.37289691 0.49580975 0.31582524 0.36679757] [ 0.42778214 0.45210866 0.60485657 0.46133145 0.50041249] [ 0.65505575 0.5236955 0.4842381 0.337851 0.59095702] [ 0.6611061 0.42594349 0.65127036 0.34863477 0.50437383] [ 0.42228987 0.53465773 0.55548287 0.61010187 0.50053313] [ 0.49903658 0.47061369 0.62214674 0.70450881 0.39129549] [ 0.26794531 0.66006553 0.42398001 0.61781988 0.44904996] [ 0.63375141 0.384182 0.5579463 0.53815954 0.36649509] [ 0.64245019 0.54556874 0.4037276 0.38276981 0.38675851] [ 0.4158226 0.58873506 0.40467189 0.56394285 0.59639025] [ 0.46074695 0.43715938 0.35942713 0.47069652 0.48396555] [ 0.40948501 0.48191243 0.48093757 0.54341405 0.61012708] [ 0.21919236 0.64939495 0.47041705 0.77400902 0.56547076] [ 0.55899591 0.58056223 0.36623586 0.67837175 0.41365761] [ 0.23110702 0.62561256 0.46801234 0.7027034 0.51094412] [ 0.79320674 0.33311117 0.5819527 0.3592811 0.43435142] [ 0.5960872 0.58434597 0.49217472 0.58588336 0.52536689] [ 0.88506776 0.29345466 0.52202233 0.25696353 0.35152681] [ 0.5552697 0.47065839 0.53021341 0.27431848 0.37878433] [ 0.31337625 0.70771258 0.37917612 0.59201814 0.45406783] [ 0.59714469 0.51759353 0.58370159 0.47557227 0.48613307] [ 0.76601095 0.5124627 0.55234093 0.39614374 0.42492638] [ 0.62404883 0.46812507 0.58620417 0.29954932 0.38239698] [ 0.51051354 0.57682751 0.42168243 0.69676599 0.44385119] [ 0.46386467 0.53015475 0.44276867 0.68608467 0.52350907] [ 0.35411359 0.61509054 0.4218315 0.52253976 0.56317205] [ 0.87741679 0.36947279 0.6048313 0.14748822 0.36970168] [ 0.23212691 0.51113389 0.56525432 0.58634125 0.5007779 ] [ 0.67819042 0.3671339 0.54815263 0.48831755 0.42313968] [ 0.54391934 0.56200006 0.34367788 0.56789606 0.50882859] [ 0.56694346 0.48964192 0.51701157 0.30877659 0.52406388] [ 0.61442229 0.56825593 0.42531639 0.57106083 0.3685263 ] [ 0.57548954 0.46008152 0.33691633 0.36913465 0.44282187] [ 0.51543648 0.50187717 0.39186205 0.45268714 0.37746818] [ 0.70855522 0.44618081 0.58355784 0.67039028 0.42891854] [ 0.47674902 0.579258 0.45097108 0.3470162 0.39449909] [ 0.62236127 0.59184452 0.50204309 0.49827391 0.54637562] [ 0.52539127 0.60027561 0.5923814 0.54352425 0.47440903] [ 0.69266032 0.37049976 0.50889542 0.26635231 0.39273581] [ 0.57666323 0.50939091 0.48553637 0.43457636 0.4104385 ] [ 0.62636124 0.49728652 0.52859276 0.39014508 0.45697683] [ 0.84966086 0.34428925 0.67531556 0.13912304 0.3236763 ] [ 0.43242878 0.65506307 0.45952811 0.61856297 0.43919463] [ 0.69536119 0.52358431 0.58895392 0.47593048 0.39917233] [ 0.47914982 0.51608655 0.56049161 0.55561288 0.43205302] [ 0.52807738 0.36805049 0.55670403 0.63003459 0.42660799] [ 0.39304335 0.55350375 0.51817542 0.53160753 0.49989876] [ 0.44709249 0.55544137 0.42664179 0.72545588 0.45417641] [ 0.39013211 0.50816088 0.57072421 0.72756787 0.5688275 ] [ 0.4430985 0.64703841 0.42609193 0.54111045 0.4704342 ] [ 0.71895198 0.35220046 0.58238466 0.59068839 0.41908572] [ 0.2706118 0.55669555 0.44662908 0.73072782 0.56919199] [ 0.80754154 0.37536014 0.49181942 0.36920664 0.45521583] [ 0.37526347 0.65432507 0.46406912 0.63125695 0.56641549] [ 0.11473933 0.71058377 0.52058749 0.76746166 0.58532039] [ 0.16879649 0.57440628 0.50267359 0.72497484 0.59790266] [ 0.70025 0.46189196 0.47041746 0.40352013 0.35129817] [ 0.58770528 0.60260723 0.43880921 0.53769867 0.338926 ] [ 0.63928013 0.47009519 0.49511728 0.35268551 0.41056583] [ 0.17911848 0.5625515 0.32818626 0.85095833 0.61606947] [ 0.41605317 0.59278299 0.50231897 0.5351955 0.44962052] [ 0.2650913 0.50132916 0.554714 0.61234608 0.68255592] [ 0.66854284 0.45105546 0.42704717 0.33923435 0.50822326] [ 0.26036449 0.55358641 0.37842634 0.84820464 0.49998356] [ 0.36770437 0.59990818 0.44295317 0.52484364 0.47462186] [ 0.59798904 0.33710394 0.42559942 0.60797279 0.37739825] [ 0.40485458 0.45929997 0.53538139 0.83226125 0.57015063] [ 0.74915331 0.54882133 0.48224328 0.45561009 0.26670687] [ 0.54213723 0.43527173 0.49275407 0.30757733 0.42008119] [ 0.57541848 0.60460442 0.43149393 0.66866965 0.53577793] [ 0.55088062 0.51575655 0.55154952 0.46907462 0.39251085] [ 0.47914982 0.51608655 0.56049161 0.55561288 0.43205302] [ 0.46759688 0.60074514 0.55273958 0.6026382 0.47933592] [ 0.48194003 0.52660179 0.4286588 0.50959537 0.4161675 ] [ 0.65891665 0.51195584 0.29024775 0.4104838 0.36547003] [ 0.74859608 0.55660488 0.4256289 0.51055514 0.46093322] [ 0.31275776 0.59968983 0.44837937 0.49602614 0.57248072] [ 0.27963305 0.69539411 0.38832432 0.75540678 0.52018918] [ 0.57205121 0.38851197 0.46615537 0.37921724 0.40487862] [ 0.76026474 0.2863263 0.55497082 0.2286205 0.48779994] [ 0.53518758 0.55622132 0.49498538 0.3695583 0.38855683] [ 0.38406984 0.46887358 0.5047694 0.78134029 0.52167353] [ 0.44277284 0.5383596 0.39552305 0.61970879 0.45258134] [ 0.68303221 0.54421882 0.421089 0.51136137 0.39756556] [ 0.78726125 0.56701728 0.37815277 0.34178012 0.31501085] [ 0.23175273 0.59699902 0.42781783 0.77034956 0.64596155] [ 0.41814023 0.59768552 0.40880257 0.65434201 0.35328418] [ 0.63467654 0.50529633 0.56661893 0.644289 0.4817685 ] [ 0.30128632 0.61106256 0.40075805 0.69615617 0.45004851] [ 0.79181796 0.33464998 0.53456923 0.20118603 0.41156686] [ 0.59070246 0.50883621 0.4320467 0.50717182 0.39426374] [ 0.50776311 0.4758307 0.58930206 0.35481851 0.52264218] [ 0.64167122 0.36499717 0.52203914 0.59887716 0.46329286] [ 0.43121946 0.47936119 0.43498602 0.61321895 0.4339461 ] [ 0.87633675 0.3246201 0.5917187 0.23454465 0.38635949] [ 0.78459712 0.3666073 0.56169352 0.30113845 0.50653506] [ 0.55076778 0.43097393 0.4448105 0.59014995 0.6387028 ] [ 0.35870943 0.69755012 0.36035152 0.62916293 0.48761277] [ 0.37155287 0.50629232 0.39961638 0.43220349 0.59576889] [ 0.74665771 0.40196729 0.60417369 0.55843677 0.39250715] [ 0.54689447 0.47633974 0.52414746 0.62044493 0.45653132] [ 0.30524386 0.56533339 0.47279254 0.54157882 0.52978578] [ 0.67182004 0.53044741 0.38099701 0.38816477 0.37864977] [ 0.50108621 0.59274089 0.36426599 0.66751603 0.55645436] [ 0.78093997 0.55755393 0.38505599 0.42941006 0.31967508] [ 0.63806005 0.56716086 0.41766664 0.44638314 0.4307463 ] [ 0.71886706 0.40746241 0.50676661 0.271449 0.35735351] [ 0.62290563 0.37510642 0.50177536 0.54465165 0.41246827] [ 0.26087266 0.71808285 0.33703012 0.77510324 0.5884961 ] [ 0.2759165 0.52523349 0.50232932 0.71747445 0.59634999] [ 0.30259335 0.64510206 0.5460177 0.78873902 0.59117202] [ 0.66667585 0.52125237 0.59844864 0.32712932 0.47504473] [ 0.6410802 0.42060367 0.4551784 0.46486802 0.43590106] [ 0.76384639 0.41830378 0.45439589 0.31801743 0.31811929] [ 0.40549633 0.56960863 0.46727955 0.77928044 0.49282198] [ 0.48485907 0.53664531 0.49761905 0.63862004 0.51784422] [ 0.70582273 0.56990087 0.44680367 0.34410303 0.43661664] Progress: 59.6% ... Training loss: 0.417 ... Validation loss: 0.684[ 0.4395987 0.6091145 0.57587941 0.56994097 0.50967729] [ 0.21489585 0.70766353 0.36934388 0.82759054 0.48139629] [ 0.8022702 0.43545243 0.54407706 0.3009353 0.44786477] [ 0.78343425 0.38570591 0.56020239 0.43282551 0.33096914] [ 0.53451819 0.50879473 0.6434723 0.58580252 0.51567653] [ 0.40686952 0.57606268 0.45014366 0.4762034 0.50972428] [ 0.7562161 0.35242836 0.55837422 0.2239742 0.44279522] [ 0.39410366 0.66923326 0.45695323 0.69951612 0.49654016] [ 0.51026506 0.45851599 0.43497999 0.40136157 0.48701765] [ 0.62905373 0.43486801 0.65474742 0.58173844 0.47896601] [ 0.62294785 0.55405772 0.37192811 0.40263365 0.38638281] [ 0.78012544 0.51229062 0.5133425 0.23003935 0.37907529] [ 0.77016454 0.53380286 0.42330371 0.22628704 0.32871808] [ 0.68313442 0.48532972 0.48057042 0.38069058 0.44928078] [ 0.71516567 0.55641705 0.58991753 0.47095767 0.43724973] [ 0.71177933 0.41470729 0.52639364 0.25798588 0.24404461] [ 0.75008205 0.57556504 0.56269292 0.43941319 0.37040062] [ 0.24454504 0.63804619 0.43026294 0.87907515 0.56593438] [ 0.47973144 0.57674635 0.51936455 0.60954641 0.45053147] [ 0.3323154 0.55893914 0.62313791 0.70944541 0.55619624] [ 0.79938899 0.35066411 0.53879554 0.47740378 0.32755203] [ 0.65223564 0.41301584 0.34486861 0.27729398 0.32194908] [ 0.62684813 0.45174332 0.41284602 0.38629055 0.42126757] [ 0.72730584 0.41331161 0.72650785 0.52182637 0.40379022] [ 0.58833184 0.35025573 0.51419932 0.44746594 0.49668174] [ 0.83739126 0.36743383 0.57738052 0.22469478 0.45211828] [ 0.48505351 0.59786968 0.50764518 0.5624939 0.50086896] [ 0.63454678 0.33073585 0.45248843 0.47631451 0.38991826] [ 0.43175102 0.50534234 0.42295824 0.46091222 0.52159294] [ 0.69362055 0.59435776 0.53034415 0.47076143 0.46135982] [ 0.60680258 0.48902621 0.39115603 0.40303635 0.34820864] [ 0.27298177 0.5413104 0.34586509 0.90031211 0.44401296] [ 0.71937704 0.47979582 0.47310033 0.17435901 0.47975941] [ 0.81825389 0.34937694 0.56175048 0.17261 0.40899557] [ 0.67599243 0.44083296 0.41710094 0.41189204 0.371399 ] [ 0.59532336 0.56157996 0.51142579 0.47771554 0.47852363] [ 0.51870547 0.63215427 0.48296348 0.4699913 0.40670306] [ 0.20791349 0.68330143 0.30778045 0.75597539 0.55692925] [ 0.75716213 0.42801073 0.45551038 0.47832622 0.53480376] [ 0.39075804 0.60672707 0.38380188 0.75204929 0.49705694] [ 0.32798429 0.71468951 0.34931303 0.75705224 0.60339685] [ 0.61845789 0.52014638 0.50522953 0.45728917 0.41722407] [ 0.42355891 0.64092104 0.47232927 0.54733167 0.51122119] [ 0.65048398 0.65876268 0.34295778 0.69952305 0.55367393] [ 0.48791545 0.57278869 0.41010535 0.41634619 0.44562898] [ 0.46035 0.58482396 0.48381743 0.43248455 0.55551087] [ 0.4443897 0.53558056 0.49928475 0.64311186 0.39100259] [ 0.74420453 0.47571291 0.555732 0.30842924 0.43599055] [ 0.733844 0.40559674 0.42551557 0.19933571 0.38762463] [ 0.75074814 0.45294377 0.49069618 0.22186401 0.28519137] [ 0.24574112 0.66414244 0.42902429 0.85865262 0.47243575] [ 0.39527607 0.49671207 0.37012468 0.53859981 0.47501895] [ 0.648257 0.41707411 0.54147481 0.58517537 0.51919715] [ 0.80258191 0.53060621 0.5323933 0.30992105 0.38949665] [ 0.74749921 0.44859532 0.67891251 0.34282042 0.36258423] [ 0.5528466 0.40396808 0.6071903 0.61253809 0.51050998] [ 0.51959592 0.58237336 0.44692821 0.47470287 0.54818367] [ 0.30448806 0.6088448 0.45744937 0.85363044 0.5448 ] [ 0.79185918 0.42858825 0.43724537 0.16032682 0.27856091] [ 0.52474306 0.56344634 0.57513635 0.49971577 0.56641268] [ 0.69670281 0.49155679 0.36547788 0.31567552 0.4445246 ] [ 0.67434238 0.48875365 0.45017156 0.58305156 0.2693313 ] [ 0.40906272 0.46556114 0.49257132 0.58740198 0.59192253] [ 0.35005979 0.69204909 0.32741843 0.68990366 0.54464984] [ 0.55335754 0.45059314 0.52521381 0.48493368 0.59515948] [ 0.54116221 0.32066747 0.45487087 0.68543292 0.41292874] [ 0.7943393 0.39686467 0.55196031 0.33799873 0.39775663] [ 0.53537541 0.52489709 0.57775877 0.65233243 0.38833824] [ 0.63514286 0.59626983 0.34569235 0.5718721 0.48469485] [ 0.18188534 0.61393026 0.5066333 0.87134569 0.61991752] [ 0.37294955 0.57920168 0.61254735 0.72062737 0.49917317] [ 0.38164136 0.5600107 0.56173834 0.7392974 0.54669356] [ 0.39674869 0.55943044 0.56224635 0.73975512 0.52047489] [ 0.67007301 0.45238157 0.61726746 0.54655866 0.46931488] [ 0.33474882 0.59420486 0.44175083 0.8364543 0.57860216] [ 0.54695592 0.58350959 0.39804499 0.36586027 0.33894277] [ 0.6656894 0.48314862 0.56400127 0.6657692 0.49515708] [ 0.77076888 0.52771874 0.4778649 0.26196855 0.32768284] [ 0.33315291 0.69379183 0.58090498 0.6785157 0.52032772] [ 0.40625754 0.52205298 0.30756238 0.50627684 0.3478946 ] [ 0.72154642 0.46932224 0.53704669 0.25093384 0.47459533] [ 0.74198142 0.44600336 0.52478718 0.24701733 0.30737551] [ 0.60623471 0.52426139 0.43304244 0.75615606 0.36801467] [ 0.54740064 0.4578594 0.52582299 0.64270313 0.47513344] [ 0.74796572 0.4237257 0.58881658 0.29849112 0.49219916] [ 0.35399662 0.68516395 0.48144176 0.5339646 0.40943749] [ 0.51582844 0.55702271 0.41839139 0.38914304 0.43682173] [ 0.79185918 0.42858825 0.43724537 0.16032682 0.27856091] [ 0.6819235 0.3562305 0.40745507 0.26423408 0.41855732] [ 0.44079853 0.60180184 0.41008403 0.59989817 0.48413568] [ 0.30819792 0.5723546 0.57705259 0.66217055 0.63793259] [ 0.38909389 0.46258417 0.4159277 0.71128106 0.65499072] [ 0.5770477 0.38586199 0.53727348 0.41659592 0.4919234 ] [ 0.64477989 0.50862855 0.51991251 0.27249807 0.42578819] [ 0.54248358 0.51554905 0.49319142 0.7982071 0.55021878] [ 0.45404244 0.57988226 0.57333245 0.54098273 0.5070331 ] [ 0.60818418 0.47855952 0.46680649 0.4210909 0.5046227 ] [ 0.69726885 0.54300641 0.40798346 0.4141358 0.38712301] [ 0.53537692 0.55613747 0.4950114 0.36938697 0.38853879] [ 0.36593559 0.58405066 0.40320683 0.78828769 0.37146848] [ 0.72098118 0.44675008 0.33026552 0.23256172 0.30945809] [ 0.60334796 0.51921568 0.40760847 0.16383457 0.37530093] [ 0.58053083 0.3982829 0.50607994 0.33680144 0.5009248 ] [ 0.86660516 0.40893665 0.44280615 0.23386776 0.27187885] [ 0.54527429 0.44677273 0.60178367 0.37813668 0.58684833] [ 0.760355 0.41270432 0.58287035 0.59148601 0.42106663] [ 0.41593681 0.54589313 0.37005463 0.51372306 0.54660903] [ 0.72697257 0.34343501 0.6143691 0.3944043 0.38063935] [ 0.77798914 0.48600637 0.50080005 0.3682297 0.36739156] [ 0.69450459 0.54206652 0.50885922 0.3160549 0.36235995] [ 0.6500894 0.33274569 0.7529728 0.48109099 0.43341323] [ 0.83229685 0.3507376 0.57469004 0.14876768 0.38670553] [ 0.37920166 0.38199128 0.43392894 0.69503486 0.57253088] [ 0.69187524 0.40704089 0.44372607 0.33762237 0.3596299 ] [ 0.58436533 0.44280697 0.62017998 0.69011059 0.45786552] [ 0.6401604 0.46938183 0.45281352 0.37834276 0.46597534] [ 0.54054621 0.56228646 0.41703577 0.62478157 0.43876686] [ 0.6823306 0.42767585 0.61519301 0.25741709 0.3984417 ] [ 0.46339606 0.3736264 0.59922943 0.62810579 0.46959401] [ 0.61159131 0.51276235 0.40031685 0.30134137 0.22901781] [ 0.49009892 0.63230635 0.52736808 0.44230828 0.51313828] [ 0.42384932 0.58235086 0.32760755 0.60687161 0.43780317] [ 0.59100368 0.5218027 0.53501165 0.77504473 0.45555886] [ 0.50676005 0.5647513 0.53864236 0.44613302 0.49670798] [ 0.57399625 0.5261348 0.43302698 0.5530014 0.33046 ] [ 0.25910977 0.60011582 0.43742339 0.83476541 0.50758914] [ 0.48739136 0.51892486 0.4763912 0.60741104 0.40457861] [ 0.53481257 0.5309396 0.59354364 0.50735949 0.51955617] Progress: 59.7% ... Training loss: 0.417 ... Validation loss: 0.683[ 0.41800167 0.53228306 0.5873029 0.75748167 0.65307778] [ 0.47933141 0.47456175 0.5443616 0.52781048 0.56655609] [ 0.37981931 0.51571046 0.49230731 0.57505241 0.58534727] [ 0.63115871 0.48937661 0.55686001 0.30204443 0.44459268] [ 0.70353445 0.38258771 0.61568524 0.52927682 0.47971886] [ 0.79262443 0.34109031 0.45821045 0.20846571 0.34152512] [ 0.54647332 0.64143886 0.42416748 0.43866345 0.45755236] [ 0.66271135 0.33214563 0.63552524 0.28684437 0.35141495] [ 0.71450946 0.42031843 0.57642806 0.29287241 0.39665286] [ 0.48354041 0.60625853 0.35951009 0.56694399 0.44206479] [ 0.51057624 0.63259346 0.4827381 0.55340125 0.48249046] [ 0.72505778 0.25768139 0.61216267 0.51729908 0.43884831] [ 0.70420039 0.31247385 0.52192669 0.49113199 0.3692698 ] [ 0.59680158 0.48881597 0.37885933 0.59482541 0.48274601] [ 0.8286916 0.48775597 0.50569431 0.30070307 0.38637985] [ 0.4855616 0.54641342 0.4963538 0.4463936 0.41620908] [ 0.44610104 0.45826099 0.49663034 0.640923 0.43729403] [ 0.33692837 0.49117427 0.42662192 0.7565777 0.64876655] [ 0.27118156 0.60704009 0.46081633 0.86034202 0.49868517] [ 0.68179846 0.35333432 0.52380137 0.62669224 0.46270508] [ 0.4418246 0.62415394 0.3328273 0.60718932 0.44001669] [ 0.81167349 0.34645106 0.48608972 0.31016221 0.51226233] [ 0.76161905 0.45209343 0.66859596 0.3383927 0.35331775] [ 0.52433146 0.53507097 0.3052522 0.39306785 0.33662159] [ 0.61085548 0.54233976 0.52207408 0.41832633 0.6043645 ] [ 0.56111381 0.4534897 0.63276194 0.53319478 0.46513172] [ 0.76060719 0.41229564 0.60798867 0.26845064 0.37706249] [ 0.51904794 0.5289111 0.59189418 0.42542106 0.37216298] [ 0.42025147 0.37871301 0.57968548 0.65655176 0.59792656] [ 0.68043925 0.4088495 0.35089647 0.35020617 0.4081263 ] [ 0.67153587 0.48026049 0.65803098 0.46699424 0.485861 ] [ 0.44428392 0.44779242 0.41870439 0.6540099 0.40939421] [ 0.71245323 0.47248127 0.6178371 0.67756983 0.41684123] [ 0.68059064 0.46459707 0.55163324 0.25613013 0.44898564] [ 0.81138568 0.43377655 0.53831254 0.33477227 0.47769428] [ 0.72356006 0.48106719 0.47207987 0.22561991 0.39204297] [ 0.63440318 0.54804672 0.32898593 0.41511159 0.38644296] [ 0.44161198 0.48695702 0.53517162 0.71828365 0.45289812] [ 0.83097455 0.4188578 0.57998531 0.19962865 0.42917244] [ 0.61184975 0.53471389 0.50149273 0.52025435 0.35444099] [ 0.64965641 0.52425581 0.47545981 0.48521564 0.45925694] [ 0.61349566 0.50775208 0.41911154 0.56254791 0.34328947] [ 0.63002186 0.42513904 0.54206934 0.23280465 0.49195159] [ 0.75097577 0.34189826 0.61700151 0.31884546 0.37598531] [ 0.45842003 0.60637142 0.40488408 0.52312393 0.47319808] [ 0.65760114 0.5237369 0.47017754 0.37266327 0.37390639] [ 0.73711978 0.53771045 0.45081503 0.32254195 0.28185157] [ 0.34426683 0.56113526 0.51111493 0.71626685 0.37326179] [ 0.77835171 0.41821844 0.43738121 0.22454167 0.39378628] [ 0.63199034 0.62334416 0.2860301 0.41330746 0.35087846] [ 0.70855715 0.58712146 0.31236193 0.54690833 0.45111222] [ 0.70447448 0.46385599 0.40927109 0.33804757 0.49980664] [ 0.4215059 0.613124 0.47271597 0.78978354 0.56528131] [ 0.24782067 0.56455756 0.53901899 0.684044 0.6519232 ] [ 0.29058812 0.74851026 0.33925785 0.82429509 0.48866953] [ 0.6501915 0.52170896 0.59540513 0.42395864 0.47382107] [ 0.47349787 0.59946564 0.56889087 0.53789829 0.4849503 ] [ 0.63540734 0.48665329 0.45750934 0.5594112 0.36362778] [ 0.31523264 0.6130136 0.39387967 0.64127186 0.40777509] [ 0.63861253 0.58017448 0.47421123 0.50965587 0.41743725] [ 0.42585808 0.53715879 0.4635682 0.83165292 0.58522735] [ 0.70108963 0.36434053 0.5650558 0.35451952 0.42306815] [ 0.74794923 0.34364945 0.66750041 0.42232961 0.45100213] [ 0.79173981 0.38481747 0.52335994 0.22769909 0.45384943] [ 0.34632612 0.47143996 0.33756504 0.7804252 0.48790014] [ 0.69982385 0.57819898 0.56185189 0.40972578 0.47291989] [ 0.2544052 0.5539149 0.38235703 0.85861146 0.63492133] [ 0.62626771 0.53331202 0.38339231 0.29600266 0.28989831] [ 0.54087993 0.57555948 0.34904457 0.3835686 0.46584157] [ 0.3957938 0.62803364 0.50311201 0.64890381 0.49496534] [ 0.27826264 0.67947958 0.33050505 0.72767074 0.64895769] [ 0.22783826 0.60035981 0.55552652 0.81965793 0.58381272] [ 0.51230784 0.45422897 0.49460649 0.69947947 0.49170497] [ 0.46585345 0.50589049 0.44387197 0.62895196 0.33616239] [ 0.8518996 0.49642574 0.49841852 0.23048991 0.404934 ] [ 0.78081548 0.41848494 0.45965357 0.20435883 0.29110741] [ 0.60467217 0.50231517 0.51299809 0.28415571 0.40866134] [ 0.42090624 0.59578025 0.45874927 0.79973417 0.55577233] [ 0.53180205 0.61902838 0.57780906 0.47312422 0.42046705] [ 0.68406273 0.47080805 0.62911316 0.70865557 0.4267416 ] [ 0.84397189 0.49305188 0.578213 0.23732089 0.45267064] [ 0.51882215 0.63207286 0.48299047 0.46992137 0.40667381] [ 0.51037828 0.45849414 0.43498607 0.40125842 0.48701796] [ 0.482177 0.52645204 0.44491231 0.4931254 0.54574043] [ 0.49214328 0.52019801 0.52305853 0.40057863 0.64036301] [ 0.42555544 0.64146671 0.32421199 0.71641201 0.49560387] [ 0.38350766 0.5046983 0.47110895 0.82700228 0.62875903] [ 0.55087764 0.34494204 0.38421476 0.58476656 0.36075748] [ 0.63440318 0.54804672 0.32898593 0.41511159 0.38644296] [ 0.31562761 0.69332031 0.34677461 0.77171719 0.55335894] [ 0.73206537 0.52757489 0.35689428 0.28015279 0.36033388] [ 0.42546384 0.65335719 0.54572711 0.53311297 0.42004727] [ 0.33717115 0.64461762 0.34950485 0.40664023 0.59582799] [ 0.23258489 0.59875572 0.36753264 0.83491029 0.58992805] [ 0.81410923 0.32632142 0.54039633 0.22582553 0.38650495] [ 0.50202984 0.52124766 0.53270233 0.57503188 0.53864581] [ 0.62717275 0.48911628 0.53710127 0.29565501 0.42748835] [ 0.42519081 0.50109107 0.44502736 0.58876222 0.48993519] [ 0.4360814 0.52022282 0.47542852 0.81686637 0.51035773] [ 0.51036874 0.55583948 0.4161004 0.49341563 0.4220669 ] [ 0.64600128 0.34474756 0.46795246 0.58409362 0.38536576] [ 0.40440012 0.59070572 0.39610571 0.51328003 0.60904857] [ 0.43563646 0.62032145 0.42443513 0.62759647 0.49670754] [ 0.6925954 0.47097909 0.60078441 0.33129594 0.35460141] [ 0.59046946 0.67399688 0.56212555 0.60580684 0.56408317] [ 0.72374628 0.37734038 0.55892122 0.47938686 0.44982639] [ 0.41791885 0.39579755 0.45202699 0.52970682 0.59314438] [ 0.38531172 0.5577591 0.53933153 0.83797479 0.60097359] [ 0.47492077 0.5170956 0.43755453 0.65252465 0.59994289] [ 0.67293472 0.43364731 0.39176929 0.52185208 0.41717293] [ 0.41776513 0.40282058 0.62015493 0.57119212 0.53148919] [ 0.59158697 0.37770933 0.44713894 0.24453265 0.39509586] [ 0.64258337 0.57670134 0.34908066 0.57177868 0.39066675] [ 0.66428905 0.50926673 0.31405024 0.53050404 0.49924549] [ 0.45659093 0.49222964 0.49188118 0.7138452 0.47075256] [ 0.19891584 0.58755316 0.2955499 0.72423111 0.54333478] [ 0.41064639 0.60411714 0.35790891 0.66656242 0.43387491] [ 0.49992284 0.45518684 0.61793825 0.6123997 0.40963664] [ 0.77260803 0.4904316 0.54179998 0.30305125 0.49460554] [ 0.61560902 0.45978485 0.61432434 0.62449063 0.50391532] [ 0.57267437 0.5446958 0.38199826 0.39207502 0.39373825] [ 0.7398096 0.4990935 0.37541341 0.40235097 0.41005506] [ 0.61408217 0.57188579 0.43994039 0.54314776 0.36985587] [ 0.72051509 0.43943925 0.51814355 0.19581726 0.43883183] [ 0.34299875 0.62540168 0.37593332 0.79287527 0.68128028] [ 0.53301769 0.50740064 0.62351747 0.59655787 0.58786411] [ 0.75647054 0.54277243 0.3587101 0.38443904 0.36243033] [ 0.81300544 0.45144734 0.53108738 0.35729668 0.46447943] Progress: 59.8% ... Training loss: 0.417 ... Validation loss: 0.683[ 0.58019417 0.51682155 0.44816057 0.43883577 0.47376285] [ 0.44121842 0.54801711 0.57852148 0.71666583 0.47665437] [ 0.67647114 0.49035784 0.47259905 0.58844302 0.45871576] [ 0.25942044 0.56430955 0.34978501 0.89188281 0.66418793] [ 0.49818452 0.55589594 0.44202299 0.64491106 0.65443062] [ 0.251102 0.7191608 0.38896892 0.74573347 0.41006862] [ 0.67212104 0.53093756 0.32425394 0.5471068 0.41729947] [ 0.43342229 0.59938256 0.3791978 0.6185953 0.58775154] [ 0.438909 0.65778377 0.2751109 0.56955754 0.50197136] [ 0.7961479 0.40185338 0.4711933 0.30913877 0.36940496] [ 0.46951058 0.54038644 0.55210856 0.70617137 0.53506902] [ 0.64221992 0.50886597 0.59167578 0.65368296 0.40300336] [ 0.35824293 0.55924304 0.49660573 0.75691068 0.5419436 ] [ 0.36417335 0.53365707 0.49661785 0.5956432 0.59926325] [ 0.54393094 0.52878557 0.52482695 0.40494745 0.56782535] [ 0.49841901 0.65259595 0.38624766 0.67369624 0.54496215] [ 0.53743417 0.70540167 0.35180039 0.55929007 0.49186811] [ 0.53636448 0.59029553 0.60633493 0.58964362 0.37055471] [ 0.554109 0.45214017 0.5101956 0.50180224 0.32228548] [ 0.52679242 0.57572467 0.48553745 0.44075204 0.36575082] [ 0.3460232 0.61530024 0.47609282 0.48738572 0.55757505] [ 0.82376331 0.51827946 0.57162543 0.29109846 0.40395957] [ 0.54827328 0.46833655 0.5183732 0.54426443 0.3989483 ] [ 0.73885153 0.49973396 0.37516767 0.40287773 0.41029462] [ 0.53076747 0.72991161 0.25269376 0.67840302 0.40278009] [ 0.5524601 0.57732165 0.31630114 0.35923938 0.29602464] [ 0.2025947 0.62033796 0.45505746 0.84127312 0.50382925] [ 0.61126273 0.47089554 0.62973686 0.62500663 0.47962076] [ 0.53567848 0.52224885 0.52086468 0.61786232 0.39046891] [ 0.71396809 0.53159559 0.40511567 0.32051738 0.39641813] [ 0.52836737 0.46149614 0.47701283 0.72424432 0.46793752] [ 0.19740451 0.71793813 0.3187543 0.70175728 0.47574661] [ 0.7992366 0.47130479 0.58771208 0.31424043 0.45438453] [ 0.46558747 0.57389888 0.45129602 0.75613109 0.4926124 ] [ 0.3650577 0.58141483 0.40029171 0.69875877 0.54159016] [ 0.62871876 0.42454029 0.51624664 0.49965573 0.40208198] [ 0.35271756 0.59317271 0.50685746 0.74521237 0.42573764] [ 0.25270018 0.50845579 0.53290816 0.72638444 0.58556368] [ 0.29473506 0.57264298 0.49542926 0.60033713 0.528246 ] [ 0.28518431 0.58666926 0.43573753 0.79319634 0.45513985] [ 0.45697469 0.66418791 0.36217149 0.5682964 0.36945135] [ 0.66082609 0.41576155 0.40298352 0.52718037 0.42546323] [ 0.42822462 0.45190918 0.60492195 0.46106585 0.50033858] [ 0.46255798 0.62971398 0.55468873 0.49363978 0.45146776] [ 0.32688132 0.58873214 0.37584628 0.44410482 0.4135199 ] [ 0.31635326 0.4703636 0.46103869 0.73472656 0.40764018] [ 0.30340915 0.7386568 0.44414409 0.67308218 0.48644963] [ 0.62238563 0.52931369 0.50150315 0.5047373 0.4558368 ] [ 0.52408408 0.54564881 0.44557698 0.44839587 0.52427672] [ 0.75606882 0.48395307 0.43936171 0.27356961 0.42709761] [ 0.31653363 0.62646114 0.52989588 0.78527408 0.63789035] [ 0.6867189 0.46132024 0.54478637 0.36375692 0.38210663] [ 0.65311245 0.53973305 0.44895346 0.37875398 0.49656063] [ 0.56692103 0.44318893 0.5278693 0.73622568 0.48566826] [ 0.69312603 0.42303294 0.55846311 0.41421063 0.41182399] [ 0.72281944 0.39923837 0.5900034 0.33627887 0.43326829] [ 0.58718613 0.4470132 0.35334251 0.50001288 0.50399491] [ 0.3448062 0.54055346 0.3801267 0.7401218 0.54589794] [ 0.47506157 0.51016767 0.45429606 0.74424694 0.50288134] [ 0.50219064 0.57256165 0.45155712 0.66838518 0.29852899] [ 0.66562199 0.54826131 0.41942325 0.59412779 0.47523093] [ 0.78358279 0.55293883 0.38035161 0.35495894 0.31655762] [ 0.86519367 0.34319121 0.5582817 0.25194275 0.39887245] [ 0.51887947 0.6780019 0.4812121 0.61388249 0.4386327 ] [ 0.56119255 0.43280115 0.50816805 0.37988188 0.57534495] [ 0.27785659 0.57707041 0.4384531 0.80085135 0.45313285] [ 0.41605348 0.50503475 0.51734255 0.77315844 0.60964534] [ 0.64890963 0.52817192 0.47971065 0.4952587 0.32474634] [ 0.82465235 0.38121483 0.62447408 0.16919462 0.46501784] [ 0.600018 0.57681559 0.36808806 0.43295165 0.37457988] [ 0.49096003 0.53530268 0.40779345 0.62902881 0.43486997] [ 0.52283309 0.55425444 0.50320393 0.44742809 0.49438199] [ 0.68928552 0.53744074 0.4729508 0.47234879 0.56107519] [ 0.69126107 0.43438148 0.42132904 0.63905173 0.41619856] [ 0.67407466 0.42196034 0.39784028 0.23222617 0.38455341] [ 0.53969013 0.6284788 0.35499563 0.33046109 0.42120501] [ 0.38268468 0.60358368 0.53401296 0.75394731 0.58635294] [ 0.70045323 0.32859946 0.54825398 0.68589848 0.43753935] [ 0.4436119 0.41974163 0.47794387 0.63902439 0.60716679] [ 0.81437548 0.58704265 0.36842878 0.39608251 0.27883106] [ 0.59729334 0.50408005 0.49407251 0.47228163 0.46030693] [ 0.31060541 0.68846164 0.44211487 0.70400417 0.44898425] [ 0.67264415 0.45151599 0.60084857 0.61290611 0.49157293] [ 0.22506793 0.61961695 0.33991112 0.71861627 0.52609957] [ 0.67884456 0.57681481 0.45422684 0.4780838 0.33337385] [ 0.33305291 0.55635757 0.36545712 0.68707292 0.35313098] [ 0.48303483 0.54264733 0.40993531 0.30770291 0.50286664] [ 0.33332076 0.51397922 0.405011 0.78240376 0.59187612] [ 0.49321986 0.45677967 0.48919061 0.61580312 0.40172164] [ 0.67637625 0.53001933 0.38960338 0.50014597 0.42222747] [ 0.70880677 0.36959657 0.56477144 0.39688811 0.49070754] [ 0.60432076 0.39370605 0.41789327 0.68874843 0.46009079] [ 0.66312407 0.62304013 0.41388452 0.26387908 0.3646713 ] [ 0.51154158 0.54981672 0.475043 0.47981363 0.39594005] [ 0.64192884 0.57699499 0.348973 0.57209256 0.39077245] [ 0.81615358 0.40517681 0.55225122 0.18884749 0.46395978] [ 0.8239606 0.37138353 0.53057318 0.23377664 0.39458665] [ 0.38360534 0.59146557 0.45241997 0.54540648 0.37879421] [ 0.54827328 0.46833655 0.5183732 0.54426443 0.3989483 ] [ 0.67575465 0.54394938 0.48355605 0.5179368 0.32986915] [ 0.4533855 0.56559443 0.44243648 0.48785633 0.46419757] [ 0.37939049 0.54596177 0.33485126 0.67499419 0.48796907] [ 0.74844699 0.47190513 0.50023481 0.25427379 0.285166 ] [ 0.8101909 0.36147684 0.52966161 0.15127846 0.38560815] [ 0.40277061 0.54002335 0.3999442 0.67217897 0.47842748] [ 0.62251719 0.39556675 0.49588493 0.27215497 0.46343964] [ 0.65135938 0.55045786 0.47488493 0.56688693 0.52445649] [ 0.23454869 0.79118345 0.35231755 0.80358582 0.52616208] [ 0.7457325 0.52219923 0.45023617 0.27306155 0.3490834 ] [ 0.55948946 0.59913523 0.36966633 0.33958097 0.40703448] [ 0.89317549 0.41039975 0.53993823 0.13688391 0.37671654] [ 0.3140544 0.69622088 0.4272319 0.70012678 0.46411136] [ 0.33983385 0.71916419 0.26423087 0.77002172 0.61021845] [ 0.41109458 0.55870782 0.42247494 0.71096222 0.5956867 ] [ 0.53822298 0.464477 0.5347896 0.70308056 0.48377984] [ 0.29880563 0.48229509 0.54753879 0.72993645 0.57163462] [ 0.68699363 0.40839491 0.54356649 0.42942327 0.4736818 ] [ 0.52311256 0.50349941 0.46533613 0.53444605 0.41869701] [ 0.64100274 0.55696579 0.44043181 0.34939225 0.42106223] [ 0.3999069 0.55722735 0.31875062 0.62368125 0.45901801] [ 0.34863875 0.5350924 0.50794482 0.63191442 0.48054551] [ 0.61017746 0.63694942 0.40174361 0.64250027 0.38446497] [ 0.32052947 0.53021437 0.49699797 0.5737676 0.57658869] [ 0.39722776 0.5782755 0.5024118 0.72277994 0.5270134 ] [ 0.45204208 0.574718 0.57799586 0.54010302 0.63640043] [ 0.40905324 0.47667542 0.57299299 0.40195473 0.51369259] [ 0.55627576 0.53315539 0.51141259 0.49899322 0.47871071] [ 0.58247585 0.42226725 0.58058969 0.42904753 0.45247908] Progress: 59.8% ... Training loss: 0.416 ... Validation loss: 0.682[ 0.79335819 0.33718793 0.58797169 0.26553262 0.3815274 ] [ 0.48285063 0.47247411 0.48868357 0.81979109 0.52727555] [ 0.36367771 0.6764132 0.39367679 0.66674473 0.47350947] [ 0.50647594 0.42385439 0.36470273 0.55308778 0.4164095 ] [ 0.74976345 0.37100669 0.57442272 0.25085557 0.36282728] [ 0.80592098 0.35049911 0.53314325 0.50053067 0.33584893] [ 0.70597022 0.40576318 0.37586027 0.44065172 0.53681545] [ 0.33903915 0.6069327 0.39263922 0.63214545 0.43236162] [ 0.56234148 0.46393438 0.57282702 0.44352255 0.30342192] [ 0.59846831 0.5631378 0.32839206 0.47746505 0.42727717] [ 0.69062957 0.62214469 0.56225004 0.46574606 0.4667401 ] [ 0.24681491 0.58752106 0.45654394 0.80465792 0.6928611 ] [ 0.38988157 0.62258331 0.62271965 0.62598856 0.45613567] [ 0.7744571 0.29927145 0.526758 0.4795254 0.38149558] [ 0.31772181 0.60449212 0.32422968 0.71998021 0.55548155] [ 0.45552037 0.54778733 0.36218848 0.57763761 0.52792571] [ 0.28341462 0.48952979 0.43753453 0.78381255 0.50780636] [ 0.46995614 0.48421092 0.45752256 0.51722657 0.50393485] [ 0.43491491 0.50707881 0.45585955 0.62443313 0.36049295] [ 0.7917619 0.48751934 0.39650974 0.19400042 0.3682118 ] [ 0.69350533 0.2926699 0.58282547 0.5975438 0.48325613] [ 0.67472632 0.54003812 0.51985535 0.39225283 0.45309503] [ 0.73412733 0.56038388 0.33081319 0.38776635 0.45983876] [ 0.35736131 0.64605288 0.42231914 0.65081201 0.49815966] [ 0.59664443 0.41479335 0.46474039 0.66134778 0.36194609] [ 0.80118231 0.41267643 0.58576484 0.27110669 0.46551961] [ 0.44853303 0.68593903 0.32824776 0.58257488 0.38112913] [ 0.41109195 0.58212526 0.29339001 0.65125604 0.39620419] [ 0.51359361 0.51448159 0.6062661 0.49301997 0.55879978] [ 0.73257624 0.38104858 0.53120029 0.63785958 0.40790195] [ 0.50013873 0.48231033 0.50896794 0.51641087 0.45449292] [ 0.39843734 0.58123712 0.36236801 0.4663222 0.46505492] [ 0.81194173 0.45001208 0.59910426 0.32033613 0.36384843] [ 0.34694477 0.61739185 0.42234893 0.76588896 0.40783754] [ 0.73001231 0.43097388 0.64311682 0.64878292 0.39977828] [ 0.47374923 0.67197906 0.31398762 0.55111303 0.47332492] [ 0.52075819 0.41379716 0.53835991 0.52077845 0.43708732] [ 0.87690633 0.39853814 0.52301673 0.16381993 0.35236718] [ 0.62091227 0.43337538 0.51683495 0.30299854 0.62086554] [ 0.65567014 0.46251758 0.54996998 0.22092331 0.54711346] [ 0.25691885 0.59959757 0.38565214 0.85256076 0.55359918] [ 0.47868469 0.58242902 0.56358059 0.62872945 0.55142492] [ 0.74102451 0.43903096 0.61325238 0.31585953 0.43472153] [ 0.78335716 0.52112538 0.44662341 0.47698625 0.45641112] [ 0.4571863 0.65974477 0.59191611 0.60322418 0.47901776] [ 0.55493775 0.49637217 0.62006809 0.36033959 0.57113382] [ 0.58692063 0.48338023 0.46369203 0.54291848 0.35360907] [ 0.75561742 0.49869851 0.56039042 0.46865067 0.4979005 ] [ 0.82661753 0.35916226 0.63543356 0.32610227 0.37987444] [ 0.79888864 0.48870969 0.48233914 0.34481788 0.38852965] [ 0.56973635 0.57522644 0.37408286 0.50538936 0.46742474] [ 0.73038072 0.48723098 0.65891399 0.41704115 0.41755709] [ 0.79229725 0.36295331 0.63055341 0.23361787 0.41329631] [ 0.49465478 0.56519915 0.48094908 0.50909942 0.3910079 ] [ 0.47938901 0.48321442 0.54254632 0.67975553 0.46385548] [ 0.33524649 0.54511574 0.44102178 0.6724362 0.53049324] [ 0.75040559 0.6204868 0.35369042 0.49530525 0.43486202] [ 0.35187452 0.51920059 0.5221368 0.66298351 0.45366017] [ 0.6117919 0.60120037 0.39977505 0.6532928 0.47123974] [ 0.6250286 0.44994669 0.46613986 0.56097191 0.45675784] [ 0.16841424 0.70858194 0.43721216 0.80603046 0.65121691] [ 0.48024032 0.51426495 0.51571433 0.82603492 0.57714951] [ 0.81388969 0.32970968 0.48026572 0.2212283 0.37583471] [ 0.59701058 0.41585335 0.49400424 0.6231608 0.40632558] [ 0.5257661 0.57480528 0.51002828 0.45480228 0.49476903] [ 0.19385703 0.49296876 0.38925836 0.8023729 0.58961932] [ 0.63962025 0.40262705 0.52041516 0.21923214 0.49492133] [ 0.3161237 0.69354392 0.32743188 0.84604673 0.46709912] [ 0.51514854 0.49759249 0.36345159 0.49522744 0.51202365] [ 0.67993041 0.4861136 0.47504874 0.30402103 0.45712514] [ 0.37629405 0.58130459 0.349873 0.8273152 0.47850412] [ 0.72506306 0.52149198 0.52087971 0.31909958 0.36837917] [ 0.69954799 0.48167277 0.47783976 0.41155411 0.45673597] [ 0.5424816 0.42833287 0.48565153 0.6632976 0.34701879] [ 0.45394918 0.56265814 0.43071517 0.47800139 0.52003087] [ 0.59770987 0.60886157 0.54239189 0.44352081 0.41686141] [ 0.83677083 0.34851351 0.61692152 0.22450155 0.45857082] [ 0.47286545 0.42535446 0.53748451 0.75934082 0.44971198] [ 0.72257487 0.38490291 0.65225109 0.57213529 0.42786428] [ 0.73506982 0.41922729 0.68777303 0.20620391 0.42381365] [ 0.79724704 0.47269542 0.63100073 0.1788649 0.43764746] [ 0.61252012 0.53820337 0.50216412 0.34813857 0.50731243] [ 0.7259404 0.34379242 0.58696423 0.35391549 0.4166986 ] [ 0.35227278 0.49302798 0.54600833 0.84320944 0.61076611] [ 0.79336636 0.5467072 0.47635891 0.20328281 0.33206063] [ 0.40874217 0.49360328 0.59066897 0.39619928 0.70357231] [ 0.68558434 0.48975035 0.5474319 0.5924061 0.45720012] [ 0.72337031 0.4812541 0.47200296 0.2255827 0.39212799] [ 0.38816265 0.73423702 0.37167226 0.63536085 0.48985067] [ 0.52422776 0.44509764 0.48495419 0.4770918 0.46738162] [ 0.43619976 0.43370101 0.63697007 0.60858114 0.61374356] [ 0.34254677 0.54520762 0.33582326 0.56058978 0.55534808] [ 0.81775206 0.34975369 0.55113233 0.25626921 0.44813956] [ 0.51886561 0.41548742 0.69715616 0.59860886 0.54131054] [ 0.43524351 0.577251 0.55678332 0.497244 0.53487229] [ 0.61237393 0.58594727 0.63392418 0.49317849 0.38625801] [ 0.41687639 0.51216565 0.43086352 0.57115225 0.59217508] [ 0.49878121 0.69234629 0.36070516 0.70423162 0.48548682] [ 0.25584028 0.65341272 0.45571379 0.72496659 0.56433858] [ 0.76930163 0.30939299 0.65888877 0.33514299 0.36534969] [ 0.78293557 0.34230785 0.6101124 0.4842555 0.37115188] [ 0.51805592 0.55463188 0.50152282 0.51419627 0.43202332] [ 0.30518646 0.54081263 0.4641488 0.75617573 0.49006005] [ 0.68554005 0.4912585 0.54040457 0.66505275 0.44792106] [ 0.73951236 0.48506494 0.60481952 0.38116512 0.42121341] [ 0.52783924 0.50345339 0.40031804 0.66295209 0.57707643] [ 0.73163581 0.51879223 0.39213265 0.34612357 0.51041648] [ 0.86075582 0.47146236 0.44677377 0.20719774 0.40665871] [ 0.7055325 0.37122112 0.60442083 0.5334929 0.39706092] [ 0.71963301 0.40592908 0.47454153 0.4006349 0.44408987] [ 0.71378963 0.44709142 0.55180593 0.34757484 0.37629788] [ 0.81661908 0.4603904 0.43684741 0.44375621 0.45156247] [ 0.58917552 0.55312398 0.48841901 0.40877794 0.45115942] [ 0.30295707 0.59287923 0.4069875 0.75307575 0.56319885] [ 0.52610045 0.650752 0.59432956 0.57257734 0.44842804] [ 0.33750513 0.50309437 0.47239116 0.68850434 0.45203018] [ 0.33171195 0.64769448 0.55980302 0.60215638 0.54562188] [ 0.76463274 0.48837539 0.59787332 0.32553039 0.45328758] [ 0.48889695 0.52139273 0.61138089 0.69861616 0.60753469] [ 0.42755698 0.6968003 0.40276332 0.7432519 0.50106766] [ 0.31394311 0.58629225 0.54660207 0.79847417 0.68823047] [ 0.62267714 0.59169171 0.50208595 0.49793829 0.54635013] [ 0.65308599 0.54059953 0.50591984 0.5575473 0.42451788] [ 0.70567721 0.66273066 0.35956043 0.56747684 0.52535528] [ 0.62267714 0.59169171 0.50208595 0.49793829 0.54635013] [ 0.77222724 0.54541733 0.43309136 0.35032189 0.41002617] [ 0.51169486 0.67770678 0.52198769 0.65492896 0.4325931 ] [ 0.7161756 0.3088201 0.61151631 0.23660559 0.37364851] Progress: 59.9% ... Training loss: 0.416 ... Validation loss: 0.682[ 0.60144842 0.41444707 0.68181829 0.59906216 0.46758398] [ 0.53370064 0.61831558 0.43546559 0.61471452 0.4655336 ] [ 0.4119368 0.47176514 0.45099425 0.65725668 0.42018522] [ 0.56950414 0.53969289 0.36391211 0.34276654 0.39763183] [ 0.75174832 0.51990055 0.60516319 0.39250059 0.42318925] [ 0.35474948 0.70334725 0.4798379 0.69328895 0.40797447] [ 0.32559722 0.52561505 0.52132012 0.616603 0.63834857] [ 0.491616 0.48741549 0.5812517 0.43166637 0.49319792] [ 0.63548244 0.42222275 0.51982665 0.53619788 0.34004959] [ 0.79638667 0.44810376 0.50579073 0.1684183 0.33445406] [ 0.61581817 0.46436302 0.59942215 0.42558027 0.5504791 ] [ 0.71810659 0.29375662 0.68855974 0.4126667 0.40717498] [ 0.77476019 0.36300665 0.57858215 0.2467934 0.43498066] [ 0.45968842 0.65236141 0.30684145 0.61544376 0.53780231] [ 0.46325392 0.50656205 0.52290573 0.75703197 0.51020038] [ 0.32260534 0.67823483 0.43647131 0.720669 0.59636185] [ 0.65071807 0.41518979 0.61526819 0.43817833 0.45373689] [ 0.77161346 0.41749167 0.605944 0.19769587 0.48599073] [ 0.24227727 0.61173472 0.36954468 0.78612167 0.6014254 ] [ 0.62778158 0.52253858 0.48719768 0.41815323 0.60458719] [ 0.7975649 0.39249393 0.57037421 0.24374012 0.45478479] [ 0.51353182 0.47433871 0.47523337 0.55696223 0.61803233] [ 0.51278122 0.56370878 0.34602668 0.51918699 0.53421938] [ 0.52095779 0.60218712 0.4547345 0.65774447 0.4493677 ] [ 0.82956538 0.38452544 0.56384492 0.1964007 0.4239397 ] [ 0.1652775 0.57567584 0.59211234 0.87056373 0.75708189] [ 0.80198408 0.43580829 0.54393669 0.30103301 0.44802494] [ 0.61377038 0.54229882 0.58952644 0.59972463 0.46342837] [ 0.73998045 0.48705285 0.57595058 0.38246329 0.38848574] [ 0.76255581 0.36557618 0.51962622 0.27238787 0.43247364] [ 0.49589895 0.64342583 0.50129654 0.54978945 0.4043866 ] [ 0.39367074 0.62785724 0.64758824 0.56690622 0.55836252] [ 0.39126726 0.55165296 0.55412591 0.70831084 0.52098249] [ 0.63788354 0.42390122 0.43837448 0.36204045 0.38675369] [ 0.77587038 0.3559082 0.56965435 0.25028307 0.47900955] [ 0.30652453 0.57144111 0.38215746 0.80748169 0.56238025] [ 0.64130485 0.67413783 0.3787204 0.44137928 0.39237471] [ 0.51850177 0.5781686 0.42497688 0.41665659 0.34234325] [ 0.46231959 0.45537704 0.54885869 0.7295456 0.53763747] [ 0.40145063 0.57777543 0.35541142 0.55230955 0.40172465] [ 0.53507328 0.48724154 0.45616125 0.39516195 0.33115308] [ 0.44815905 0.46968412 0.50186256 0.49053364 0.5127453 ] [ 0.61329259 0.53784942 0.50230761 0.34770098 0.50718421] [ 0.59138287 0.37793337 0.44705804 0.2447623 0.39514172] [ 0.75061186 0.42112442 0.6393046 0.51026341 0.35271344] [ 0.34348568 0.6588759 0.31775281 0.73353468 0.58890969] [ 0.63107747 0.5435133 0.41710783 0.40590751 0.38019188] [ 0.53680207 0.38784153 0.42476252 0.7568641 0.48000629] [ 0.74518031 0.63590981 0.46691001 0.41120993 0.35581181] [ 0.62988287 0.57329067 0.37930173 0.41471119 0.48018812] [ 0.35708282 0.61913707 0.40760627 0.44479482 0.40391884] [ 0.68035863 0.38687747 0.67689041 0.57818585 0.44746024] [ 0.56430034 0.37977117 0.56504979 0.44948313 0.51167562] [ 0.76639372 0.49322173 0.54064158 0.45600638 0.40302911] [ 0.36450732 0.59153377 0.55824537 0.47784807 0.43804913] [ 0.60000028 0.70462806 0.51029471 0.6404066 0.56503009] [ 0.66480256 0.43161631 0.62968065 0.52740436 0.4953755 ] [ 0.38704018 0.51981881 0.47869257 0.76475799 0.53704764] [ 0.54292549 0.42586813 0.47330305 0.55563692 0.39610635] [ 0.6272963 0.62223831 0.45473046 0.53641058 0.37962713] [ 0.38614626 0.59850832 0.33295714 0.78823748 0.42473147] [ 0.61126345 0.41715648 0.4484513 0.62121935 0.33948559] [ 0.51253182 0.38611141 0.62469953 0.29884552 0.53174787] [ 0.84881323 0.31731052 0.65916212 0.20181737 0.40161922] [ 0.75740465 0.5150166 0.49454607 0.35534139 0.44378441] [ 0.30743021 0.52275017 0.51484092 0.5658709 0.52739062] [ 0.40745017 0.39587882 0.6899302 0.57477874 0.58121432] [ 0.48704528 0.50398212 0.53280998 0.54811154 0.59892985] [ 0.41946749 0.50090467 0.4910649 0.47637493 0.47326178] [ 0.46464755 0.63023912 0.42087877 0.55829489 0.41892082] [ 0.53542662 0.55436835 0.47143465 0.76852157 0.47359573] [ 0.47828777 0.5258198 0.45739167 0.5907033 0.5282655 ] [ 0.73593136 0.38951494 0.65945605 0.53915871 0.3600937 ] [ 0.66691618 0.43268448 0.66570299 0.30995006 0.38013009] [ 0.55630876 0.44423316 0.56664316 0.60986793 0.54599977] [ 0.33817664 0.63133728 0.51259691 0.72379834 0.62469706] [ 0.42603432 0.42785464 0.38394566 0.54817128 0.44450831] [ 0.61291652 0.43040033 0.38090974 0.47296383 0.55175231] [ 0.85821093 0.39122689 0.59016324 0.16724124 0.40631753] [ 0.6350369 0.57374476 0.4271234 0.52948989 0.37112183] [ 0.390912 0.71227553 0.3930094 0.56378837 0.47312308] [ 0.43149272 0.56652905 0.44388047 0.33201582 0.44085497] [ 0.45193645 0.60138154 0.55618487 0.6098866 0.38076164] [ 0.53919045 0.5582917 0.40484344 0.61349839 0.37530246] [ 0.38165101 0.43465477 0.43837335 0.69875663 0.51111145] [ 0.81376271 0.34844339 0.61451188 0.24100757 0.40082352] [ 0.60039738 0.37818077 0.53197868 0.59613895 0.39370166] [ 0.43351334 0.50276429 0.44890198 0.50829918 0.46157651] [ 0.39632589 0.51739556 0.29696836 0.74246087 0.45163449] [ 0.78913289 0.37759692 0.42702654 0.22019057 0.33054314] [ 0.31802174 0.56001633 0.47780754 0.5091295 0.55523159] [ 0.42351174 0.62067144 0.40307628 0.79652178 0.50526962] [ 0.74371132 0.52587201 0.57550313 0.51814751 0.41511041] [ 0.23790208 0.56980394 0.47427186 0.56327696 0.70181637] [ 0.37297454 0.53056142 0.56043515 0.8168752 0.64748126] [ 0.59614893 0.54033353 0.40184755 0.46315862 0.49092068] [ 0.57560757 0.45088384 0.51840753 0.54940222 0.46394296] [ 0.52267429 0.47326447 0.49234752 0.53737193 0.5369396 ] [ 0.24733965 0.55593854 0.30227583 0.80177285 0.60097394] [ 0.50326277 0.56541272 0.35826753 0.68491015 0.29014879] [ 0.58747498 0.46235477 0.53623903 0.36194516 0.55503807] [ 0.42374048 0.51305182 0.45104872 0.75300829 0.54440003] [ 0.39939194 0.59748743 0.54182902 0.62102192 0.54116697] [ 0.77209257 0.48626631 0.51464878 0.35390321 0.32363101] [ 0.71369869 0.38890402 0.60024782 0.54725737 0.46205048] [ 0.1940427 0.65483767 0.46322655 0.74701663 0.65228365] [ 0.72840707 0.5028299 0.43903801 0.70778909 0.43341879] [ 0.66531651 0.35770444 0.39324276 0.35091387 0.47346093] [ 0.70810491 0.57433205 0.50452911 0.40343054 0.37163722] [ 0.1774131 0.66004462 0.41171364 0.81884615 0.54604105] [ 0.59210518 0.67035212 0.49492393 0.52768747 0.5527904 ] [ 0.4019292 0.71884517 0.32201365 0.61689306 0.40869627] [ 0.6324392 0.53173568 0.44295973 0.59780584 0.61109208] [ 0.35021571 0.63712103 0.34969486 0.66988975 0.38378308] [ 0.41630754 0.49669893 0.5186684 0.47444584 0.51473036] [ 0.30449865 0.73347751 0.30805965 0.84297864 0.59367968] [ 0.76073887 0.33934229 0.60253589 0.39729246 0.35257881] [ 0.42710293 0.70001243 0.34782007 0.72749708 0.37349951] [ 0.78180846 0.41324846 0.36981912 0.24677415 0.35434595] [ 0.54880415 0.43207838 0.4443679 0.59079933 0.63913217] [ 0.47612002 0.64314031 0.51363647 0.57665565 0.42616554] [ 0.70539513 0.48767026 0.44490657 0.37748183 0.38202739] [ 0.45840996 0.45055574 0.54280497 0.77867505 0.53959271] [ 0.61673536 0.51170538 0.40965689 0.31871516 0.33527429] [ 0.6951346 0.38883766 0.68856821 0.47250804 0.42923483] [ 0.39254316 0.54414241 0.32309595 0.68284083 0.63069949] [ 0.72376272 0.39875238 0.59018588 0.33577623 0.43308451] [ 0.40029069 0.53389572 0.60796159 0.72891502 0.5626057 ] Progress: 59.9% ... Training loss: 0.416 ... Validation loss: 0.683[ 0.55206196 0.59219891 0.44767769 0.55911598 0.53121017] [ 0.5815949 0.48016484 0.52261767 0.60826084 0.38561971] [ 0.69571921 0.60086616 0.6362713 0.41940393 0.44630686] [ 0.66398596 0.45152979 0.43724475 0.26007248 0.38484684] [ 0.73084356 0.43046939 0.64328563 0.64799987 0.39960343] [ 0.62519782 0.53270962 0.48433048 0.31969662 0.38119066] [ 0.69870007 0.56049208 0.52692002 0.2848663 0.41188343] [ 0.61635383 0.60322994 0.28213605 0.50483065 0.46544971] [ 0.5965577 0.60545903 0.45561097 0.53050821 0.32693533] [ 0.5494856 0.46787956 0.51852394 0.54340814 0.39881234] [ 0.61047912 0.3500906 0.33444998 0.34063148 0.41980664] [ 0.73190401 0.59090834 0.43077121 0.4851077 0.42335836] [ 0.73284119 0.51436416 0.46863781 0.33237195 0.29576311] [ 0.73084356 0.43046939 0.64328563 0.64799987 0.39960343] [ 0.27978021 0.55038625 0.56820288 0.76578825 0.48936254] [ 0.61960352 0.45267492 0.43822045 0.42517483 0.27349292] [ 0.43857694 0.55773796 0.42904866 0.61978846 0.42605751] [ 0.73567752 0.4292623 0.57931474 0.25280077 0.36981124] [ 0.71936176 0.42376075 0.57634324 0.38225611 0.42159908] [ 0.32672618 0.5670131 0.43531777 0.48783151 0.68246563] [ 0.27184031 0.53109892 0.48478564 0.65777713 0.66349801] [ 0.38227359 0.58444568 0.42699329 0.57070469 0.36286771] [ 0.74859455 0.56079609 0.41255653 0.33329374 0.52299986] [ 0.31968356 0.6436978 0.42558888 0.51995544 0.47509981] [ 0.26057753 0.60101646 0.51827422 0.68220507 0.51274357] [ 0.79689614 0.42606528 0.46536514 0.21951014 0.29004963] [ 0.61274235 0.66843806 0.46690439 0.50668063 0.40218765] [ 0.54854689 0.52646053 0.455004 0.55551689 0.37585013] [ 0.5752009 0.60209008 0.4916298 0.47856609 0.39243363] [ 0.6849241 0.61054861 0.41026504 0.48615289 0.35364521] [ 0.50877576 0.56240591 0.33789596 0.5172396 0.49371606] [ 0.61529013 0.66819143 0.20182636 0.42981935 0.34634976] [ 0.80186117 0.3728376 0.59445498 0.36057147 0.35367957] [ 0.73034542 0.38380162 0.56848528 0.64701226 0.41342072] [ 0.82223903 0.3325142 0.63377675 0.17740623 0.48720875] [ 0.48569294 0.45628164 0.49681552 0.45446474 0.48819078] [ 0.82181371 0.45534047 0.56775404 0.30470669 0.40409332] [ 0.49594957 0.6633994 0.37183082 0.48258771 0.47400634] [ 0.24124324 0.64650738 0.32255078 0.67361771 0.56774209] [ 0.71817522 0.45619342 0.4084508 0.2417313 0.35073083] [ 0.48289028 0.51691582 0.39277909 0.70691997 0.35814309] [ 0.54269638 0.45119895 0.59156482 0.33630435 0.49560978] [ 0.28608254 0.49218585 0.51053674 0.76016289 0.53193222] [ 0.69692549 0.46140147 0.53622755 0.3860279 0.3899421 ] [ 0.47327253 0.3901497 0.40416424 0.59790825 0.41235485] [ 0.40686534 0.49726101 0.46329093 0.64984511 0.39259514] [ 0.65419772 0.53880533 0.61100937 0.4905994 0.47794212] [ 0.57374207 0.59313824 0.52016394 0.50533653 0.39110913] [ 0.59469049 0.68802619 0.26034211 0.46282895 0.32999939] [ 0.58060567 0.57251633 0.40100107 0.41579887 0.42137438] [ 0.6875702 0.49584922 0.49611162 0.34969588 0.36117797] [ 0.7535277 0.54479912 0.35797681 0.38634793 0.36313343] [ 0.79869426 0.47783258 0.5731704 0.30221626 0.47250154] [ 0.576768 0.63960305 0.50213065 0.68833283 0.54575091] [ 0.65726639 0.47782504 0.44808425 0.21207099 0.27512369] [ 0.60007469 0.49118637 0.48276895 0.53094877 0.29116589] [ 0.45018955 0.66675401 0.47024214 0.73457235 0.61338961] [ 0.71468796 0.55972807 0.39791984 0.54742836 0.52144678] [ 0.58029711 0.42711084 0.44392034 0.43209305 0.35541067] [ 0.45200315 0.52095785 0.46304844 0.532886 0.47458417] [ 0.55753183 0.52914063 0.35982405 0.50568741 0.39313517] [ 0.63503865 0.44411244 0.57898535 0.41558531 0.51652304] [ 0.55689767 0.52217647 0.49194993 0.75407635 0.42540334] [ 0.44867515 0.68591741 0.32824218 0.58238954 0.38113382] [ 0.63522462 0.32444703 0.47256238 0.52833487 0.50102605] [ 0.64249967 0.57425815 0.56032306 0.55264984 0.49731621] [ 0.25046717 0.59035013 0.51041708 0.78346601 0.58264515] [ 0.45064105 0.600539 0.59415563 0.52692694 0.52255579] [ 0.72097592 0.66408405 0.35096906 0.51922698 0.37874661] [ 0.60311643 0.62058286 0.41585726 0.64378512 0.36998462] [ 0.48931854 0.55653112 0.42755264 0.44313473 0.50298297] [ 0.41949472 0.5995895 0.40309723 0.49175084 0.36992395] [ 0.78232622 0.59448098 0.5619844 0.45867075 0.39347317] [ 0.5095116 0.65457795 0.36447565 0.60322136 0.47790882] [ 0.37999961 0.76633205 0.29254234 0.75956119 0.45840695] [ 0.67175523 0.43586495 0.38774387 0.50654626 0.32722152] [ 0.62645385 0.47651031 0.5553725 0.65107582 0.39750169] [ 0.70702431 0.49370712 0.37260049 0.21625576 0.3592655 ] [ 0.38187081 0.58449641 0.38733462 0.56806815 0.46866011] [ 0.28433471 0.50644021 0.47598451 0.82489313 0.68097584] [ 0.80724126 0.37629577 0.52578571 0.21959013 0.4338639 ] [ 0.46939773 0.44170201 0.59456482 0.5642014 0.49458465] [ 0.58960412 0.52581051 0.51922904 0.55530781 0.44791979] [ 0.56558101 0.4357641 0.49175144 0.36546016 0.32533363] [ 0.63356532 0.62603209 0.57898913 0.61863536 0.49015521] [ 0.73855978 0.417874 0.50581448 0.68399525 0.42343174] [ 0.80450131 0.37058147 0.55333873 0.57259809 0.37793227] [ 0.60139877 0.50117536 0.35338918 0.40268305 0.35412373] [ 0.33291586 0.57460995 0.5037663 0.73591647 0.62006764] [ 0.69828742 0.42512467 0.5615023 0.140158 0.4319619 ] [ 0.47283766 0.42099937 0.54573391 0.43292454 0.63556399] [ 0.56653268 0.44339967 0.52776464 0.73603002 0.48576311] [ 0.44254363 0.53579011 0.61820976 0.49249477 0.60456768] [ 0.49500929 0.48556951 0.55150959 0.53274049 0.46032989] [ 0.50572738 0.42784364 0.48150242 0.73306082 0.50777994] [ 0.57692729 0.6216716 0.33755882 0.60258048 0.52919159] [ 0.61298952 0.51563778 0.35779537 0.57198773 0.36827118] [ 0.39126709 0.57774743 0.58254137 0.67704758 0.57789904] [ 0.26590051 0.61839605 0.52063567 0.75878569 0.47401125] [ 0.65304122 0.43077608 0.55319514 0.65290736 0.49681016] [ 0.55956666 0.49895849 0.58176558 0.44636684 0.60709012] [ 0.35029578 0.63711889 0.34968152 0.66984729 0.38379691] [ 0.38275695 0.46435646 0.57542128 0.66518264 0.54524898] [ 0.59737767 0.66305356 0.28133146 0.46730211 0.34308708] [ 0.5844693 0.47802508 0.58869895 0.39379128 0.55551757] [ 0.59124268 0.55679461 0.47138266 0.54312968 0.37182782] [ 0.78240055 0.45588438 0.34018061 0.35697991 0.35039539] [ 0.82044328 0.36239676 0.5806536 0.27479247 0.47585551] [ 0.77217537 0.43325689 0.58229006 0.56037557 0.40459951] [ 0.32623105 0.55937244 0.47551129 0.58964247 0.40569997] [ 0.6408965 0.53908659 0.55278153 0.53558143 0.37576582] [ 0.58324366 0.44797218 0.58391104 0.51004 0.37142676] [ 0.56262382 0.45126405 0.47352864 0.32178869 0.53680326] [ 0.83038882 0.35540662 0.43894013 0.38302333 0.40842383] [ 0.64469989 0.39157759 0.4381184 0.39162304 0.3990777 ] [ 0.53956666 0.6025971 0.44035128 0.68186799 0.54719933] [ 0.61782378 0.53850643 0.55080497 0.48042555 0.43732917] [ 0.65142102 0.51247562 0.41792732 0.52750913 0.49020738] [ 0.86016966 0.36549707 0.58136599 0.26473036 0.40111901] [ 0.49354434 0.69098685 0.43404278 0.49334965 0.45735213] [ 0.50095816 0.59298146 0.36414059 0.66706831 0.55665032] [ 0.79430398 0.44953878 0.42277211 0.38199973 0.3581733 ] [ 0.59764147 0.46678127 0.5712036 0.65751276 0.48979547] [ 0.78647584 0.46087405 0.43716811 0.33594379 0.32826699] [ 0.6499242 0.58877523 0.35330537 0.52141137 0.48309185] [ 0.50724155 0.58853853 0.34536406 0.39303412 0.4033856 ] [ 0.66381166 0.49796811 0.48860627 0.61776333 0.51320452] [ 0.41673346 0.6317816 0.32451727 0.59398247 0.48921169] Progress: 60.0% ... Training loss: 0.416 ... Validation loss: 0.684[ 0.50916903 0.71090907 0.29968631 0.64744529 0.4860421 ] [ 0.80295065 0.36846549 0.58734114 0.27624923 0.39076935] [ 0.34100767 0.55377504 0.47691467 0.48149373 0.51577664] [ 0.59776306 0.60040613 0.30529445 0.33101932 0.36869381] [ 0.49746591 0.50701495 0.41508545 0.70354842 0.46334379] [ 0.39566507 0.56704195 0.37468186 0.50236506 0.39376749] [ 0.59035914 0.60255331 0.46378816 0.58677568 0.53410356] [ 0.26058536 0.53802654 0.516829 0.76592051 0.67391532] [ 0.3921761 0.48196699 0.4793298 0.55123833 0.57558411] [ 0.68815667 0.53720547 0.51372071 0.30001207 0.37861418] [ 0.49659543 0.54038249 0.54104862 0.34494926 0.69788202] [ 0.27316057 0.67561183 0.36459837 0.69333402 0.50878137] [ 0.34747817 0.57333389 0.3728081 0.63137503 0.43422147] [ 0.53187633 0.5521142 0.41220602 0.5234056 0.66515616] [ 0.32455578 0.5013633 0.319027 0.77429301 0.50320055] [ 0.24850487 0.65100245 0.34635363 0.57399659 0.52357379] [ 0.34376334 0.67869861 0.5112463 0.52095345 0.40410537] [ 0.63701022 0.54251562 0.55058906 0.33899999 0.38195507] [ 0.76144533 0.36414666 0.60945881 0.29106078 0.50620393] [ 0.23298384 0.73805097 0.29321043 0.74086417 0.57833027] [ 0.79805094 0.25041473 0.5340693 0.56994472 0.35770728] [ 0.50924853 0.5091339 0.53733102 0.50801586 0.49037108] [ 0.38999403 0.6798131 0.41857072 0.56523978 0.44255342] [ 0.48871837 0.55689248 0.42740438 0.44348841 0.50310616] [ 0.7966176 0.47342257 0.63074738 0.17930406 0.43788926] [ 0.45136817 0.60520679 0.29372672 0.67115442 0.5753932 ] [ 0.69017422 0.61052575 0.37424469 0.58271752 0.36660259] [ 0.37701539 0.62586004 0.37362747 0.66584262 0.32295169] [ 0.37175377 0.73927498 0.34249787 0.67093793 0.38261339] [ 0.51800223 0.68039994 0.36860618 0.49535218 0.35415915] [ 0.6614865 0.41276211 0.64313784 0.62026598 0.42291995] [ 0.45196179 0.54546022 0.53117629 0.48735294 0.5407456 ] [ 0.80998121 0.25672619 0.53637189 0.45775473 0.35677013] [ 0.52506937 0.53949241 0.38821029 0.60287823 0.44228187] [ 0.52009565 0.40068583 0.48242725 0.56875257 0.61703156] [ 0.49837684 0.66809648 0.41171838 0.45970522 0.51148466] [ 0.33175372 0.47537959 0.51616492 0.70863745 0.50761404] [ 0.56402638 0.58042848 0.65258954 0.38203633 0.57196041] [ 0.36627553 0.52446763 0.3745414 0.78501097 0.43171364] [ 0.47702073 0.51548435 0.42020382 0.59645785 0.51398262] [ 0.45198023 0.49454965 0.59039795 0.53773784 0.48056332] [ 0.74424509 0.42520931 0.48661194 0.22665055 0.35104518] [ 0.65209171 0.49809798 0.5110592 0.7703315 0.50145184] [ 0.41133944 0.4759717 0.48547982 0.64673331 0.42966113] [ 0.65386642 0.61120401 0.34893975 0.46194836 0.41380666] [ 0.73741815 0.45534242 0.42830826 0.35926216 0.35252887] [ 0.31304696 0.60572969 0.33625404 0.80740555 0.47749082] [ 0.69020273 0.5447547 0.41354277 0.40275519 0.43811967] [ 0.64354432 0.49042903 0.5045314 0.24058554 0.48035814] [ 0.5890264 0.44457478 0.55176121 0.50302337 0.47589451] [ 0.78203209 0.344331 0.536851 0.25615944 0.53023387] [ 0.5061925 0.6866589 0.40674021 0.62588406 0.45663665] [ 0.55423078 0.49374991 0.49278355 0.7372747 0.37914995] [ 0.51752132 0.57737526 0.53130726 0.45613337 0.52932751] [ 0.25766253 0.52973245 0.38470021 0.84651908 0.48064989] [ 0.69859507 0.58478943 0.43187077 0.34244496 0.34598661] [ 0.57672875 0.60403167 0.43169223 0.66749531 0.53565085] [ 0.6182626 0.5434186 0.42311444 0.5635523 0.47041954] [ 0.63612211 0.61838254 0.41411047 0.50105906 0.46094391] [ 0.86026487 0.3655567 0.58135948 0.26465763 0.40113268] [ 0.71508076 0.40238732 0.57309217 0.57387228 0.47607805] [ 0.52670529 0.65089808 0.46298433 0.60490475 0.44817702] [ 0.22717546 0.62737987 0.42013975 0.79060647 0.49381902] [ 0.51911623 0.58854709 0.33393951 0.46664998 0.48658271] [ 0.67240722 0.39339419 0.42970575 0.29702413 0.3941221 ] [ 0.75791229 0.38967547 0.53331987 0.23823776 0.40417907] [ 0.78782533 0.36057058 0.55263064 0.47700998 0.38685434] [ 0.5352518 0.4420669 0.50203811 0.54241336 0.42808594] [ 0.77356249 0.32880128 0.51690148 0.22477444 0.45805731] [ 0.80779401 0.32538954 0.47911364 0.21749917 0.43452425] [ 0.59940052 0.50793996 0.58286611 0.29702104 0.54836629] [ 0.556346 0.49741209 0.52537862 0.53880991 0.60611583] [ 0.61415281 0.66781211 0.46718491 0.50579892 0.40195588] [ 0.74268625 0.47326368 0.45884757 0.36459991 0.53988403] [ 0.64442808 0.44294566 0.48893098 0.4022565 0.29360169] [ 0.42817983 0.53207078 0.55644006 0.60635531 0.49965104] [ 0.67240115 0.48952693 0.39645258 0.20427682 0.33123287] [ 0.49166143 0.4804286 0.44825737 0.32895729 0.38450626] [ 0.43968084 0.49309102 0.45265037 0.69978679 0.46039299] [ 0.66684279 0.36533891 0.49659182 0.25768012 0.40338842] [ 0.27992992 0.61023272 0.40973595 0.81170249 0.49894584] [ 0.60643433 0.55288721 0.52646738 0.39451188 0.41932556] [ 0.4835246 0.41197396 0.35002741 0.37774992 0.37844916] [ 0.56429863 0.43049352 0.50305005 0.58104655 0.36199836] [ 0.64056409 0.48915617 0.6218513 0.26346256 0.50296958] [ 0.71731258 0.47466746 0.57344475 0.23160466 0.35309913] [ 0.22349262 0.68341856 0.33288983 0.70343913 0.45128998] [ 0.29293217 0.62186107 0.42561186 0.77329426 0.4115448 ] [ 0.62727242 0.49710312 0.52866701 0.38963753 0.45692014] [ 0.35482119 0.49161784 0.54651578 0.8421921 0.61031303] [ 0.62122394 0.51238961 0.4522636 0.2689138 0.52062305] [ 0.47851747 0.4718429 0.49768346 0.46362231 0.53213992] [ 0.61192534 0.60183163 0.49434115 0.40565131 0.43136063] [ 0.36536321 0.55465372 0.44059993 0.68473758 0.43986235] [ 0.35878604 0.6267202 0.35368498 0.84079331 0.39820016] [ 0.63499008 0.47248477 0.43185593 0.40266271 0.38634213] [ 0.60859837 0.43611514 0.43042417 0.70057664 0.39060572] [ 0.56602386 0.43935823 0.57550553 0.29643644 0.41097287] [ 0.31162916 0.6001272 0.34554002 0.67268342 0.47445205] [ 0.80676933 0.42306766 0.54778374 0.20553503 0.45130551] [ 0.52117462 0.6770543 0.48162 0.61241839 0.43828546] [ 0.41084837 0.6278359 0.31780242 0.69831909 0.34604822] [ 0.78423591 0.4039802 0.54981945 0.2445193 0.50176742] [ 0.68823304 0.35626191 0.56420628 0.68164468 0.46144217] [ 0.50628602 0.54981633 0.45735882 0.56070569 0.62571237] [ 0.7213515 0.46970845 0.53689599 0.25120702 0.474707 ] [ 0.58845685 0.56478468 0.46274326 0.54193909 0.38107982] [ 0.7221689 0.45441493 0.56490186 0.41863425 0.41648301] [ 0.72112588 0.35610794 0.39236735 0.46649283 0.2716974 ] [ 0.53939293 0.46675029 0.48600039 0.4478836 0.46169254] [ 0.41001251 0.58914927 0.41393125 0.53838434 0.4144889 ] [ 0.65570826 0.53804366 0.61129817 0.48967545 0.47767829] [ 0.76732451 0.51176149 0.55256959 0.39470327 0.42473031] [ 0.41191812 0.4869377 0.51438179 0.50283236 0.55521903] [ 0.51647639 0.4312295 0.57157571 0.56626592 0.45772671] [ 0.50732768 0.42701086 0.48183383 0.73230799 0.50748642] [ 0.55879898 0.47646927 0.54615551 0.46283938 0.44941175] [ 0.67251813 0.45119535 0.61768679 0.54448612 0.46892088] [ 0.76820023 0.3575935 0.57510567 0.2380898 0.46673675] [ 0.71627885 0.47988049 0.55286037 0.45017563 0.37288791] [ 0.71599012 0.41904537 0.47799061 0.28959386 0.40090038] [ 0.42236168 0.58363766 0.6210165 0.74478414 0.69207751] [ 0.48562707 0.56488495 0.44476671 0.60612587 0.44374187] [ 0.61296297 0.47064805 0.41479679 0.56480401 0.45814608] [ 0.3014303 0.55645615 0.5798099 0.80589672 0.7175369 ] [ 0.78567005 0.38117738 0.57361551 0.25695604 0.48545606] [ 0.21271835 0.60234594 0.3933413 0.87306611 0.61368911] [ 0.27857972 0.58291805 0.3638017 0.78082318 0.49035968] Progress: 60.0% ... Training loss: 0.415 ... Validation loss: 0.683[ 0.58206481 0.55816412 0.44682501 0.33163318 0.46943624] [ 0.74411787 0.35592446 0.63381695 0.41320127 0.48100082] [ 0.75226015 0.53052092 0.4507066 0.24971483 0.38232096] [ 0.83187598 0.32014506 0.53797688 0.23949023 0.43215678] [ 0.49746973 0.50709832 0.41504265 0.70351732 0.46339773] [ 0.2638938 0.61168518 0.50925247 0.78732063 0.55520282] [ 0.63522024 0.40323179 0.65207967 0.53864398 0.48007217] [ 0.28427945 0.59611295 0.52762715 0.56754919 0.51340926] [ 0.64773278 0.4869928 0.50844649 0.18658124 0.51645059] [ 0.53865316 0.69988646 0.4482633 0.55577185 0.52068969] [ 0.59495033 0.68792418 0.26035979 0.46259296 0.32998423] [ 0.30001276 0.450649 0.47266929 0.73868343 0.67468773] [ 0.35776871 0.66590124 0.43775626 0.58525889 0.37669496] [ 0.30031212 0.66016936 0.25850725 0.83267252 0.53733326] [ 0.58035917 0.49937018 0.56909629 0.43155948 0.34000895] [ 0.62822245 0.312919 0.54912682 0.48580367 0.4504518 ] [ 0.70478746 0.4036595 0.44411377 0.45710446 0.30809378] [ 0.46590277 0.67508679 0.42924796 0.55283229 0.51805995] [ 0.28332972 0.72728129 0.26974061 0.81031771 0.61754573] [ 0.19368315 0.57377609 0.42067481 0.61790812 0.59213006] [ 0.31470686 0.56900745 0.57827456 0.65817459 0.63693601] [ 0.59931161 0.35907977 0.52294254 0.35083272 0.59135922] [ 0.33939374 0.55720625 0.39396416 0.64146671 0.50510853] [ 0.31036803 0.63442568 0.48603572 0.63155749 0.45944069] [ 0.53686954 0.52934699 0.31836233 0.41942931 0.36858301] [ 0.21325254 0.58989294 0.62614812 0.62026096 0.63074907] [ 0.77646996 0.36716137 0.62889976 0.19785657 0.38536891] [ 0.81389602 0.37649184 0.58254309 0.22152136 0.48493327] [ 0.74219958 0.57173159 0.55641321 0.47003338 0.39600628] [ 0.32701885 0.61937974 0.4088419 0.79549811 0.58131421] [ 0.19916202 0.76116592 0.30049959 0.7820691 0.54281353] [ 0.7717192 0.53758071 0.49298098 0.36421178 0.43713319] [ 0.57608326 0.49953928 0.4411574 0.57988883 0.37471693] [ 0.52736219 0.52674808 0.49574306 0.51187341 0.40382236] [ 0.78260568 0.41829296 0.54279723 0.15996128 0.41123474] [ 0.66094813 0.41576344 0.40294594 0.52668737 0.4255257 ] [ 0.61996719 0.41419354 0.47550278 0.34782839 0.41097954] [ 0.2977671 0.74873164 0.26655437 0.86025642 0.52350658] [ 0.72972945 0.52463368 0.53891629 0.36353869 0.52937569] [ 0.35776871 0.66590124 0.43775626 0.58525889 0.37669496] [ 0.50646187 0.53196552 0.50507209 0.64226671 0.44772388] [ 0.44287357 0.42403487 0.52247607 0.46606079 0.5859818 ] [ 0.35086187 0.60381878 0.47768776 0.6615577 0.54903905] [ 0.23361554 0.60088222 0.42046233 0.64502193 0.5581425 ] [ 0.40516642 0.59218864 0.35709138 0.80343428 0.56433989] [ 0.37515523 0.53066737 0.43335029 0.58369295 0.51767005] [ 0.63374304 0.44202218 0.55115374 0.4423356 0.45973213] [ 0.46358922 0.69376348 0.31634747 0.64692652 0.49884944] [ 0.73364281 0.52846932 0.3547624 0.47544947 0.3917544 ] [ 0.69348647 0.52199853 0.52844778 0.2568975 0.33504503] [ 0.20032553 0.66671861 0.41203893 0.90184234 0.61216988] [ 0.28279893 0.57725157 0.36143308 0.82773343 0.47959835] [ 0.66495156 0.47445655 0.48771678 0.53963539 0.40520851] [ 0.60585748 0.51741002 0.3937395 0.72470999 0.37669017] [ 0.41646759 0.66837384 0.44503412 0.62305122 0.39408912] [ 0.33065959 0.45541304 0.5564632 0.48452522 0.69868242] [ 0.32148737 0.52913048 0.47425712 0.71996232 0.56262166] [ 0.80972071 0.2714068 0.51150804 0.26462572 0.42656942] [ 0.81452336 0.42792985 0.59388098 0.2054745 0.36189282] [ 0.67763683 0.48699694 0.49228114 0.33694918 0.42272158] [ 0.67842522 0.54216494 0.51353276 0.25522509 0.38994608] [ 0.24640373 0.49804933 0.52666686 0.7020517 0.68225778] [ 0.60536977 0.41511114 0.48264228 0.35827582 0.55344351] [ 0.68138716 0.59140596 0.41723869 0.38813737 0.37780596] [ 0.53577862 0.57345115 0.38906529 0.75829505 0.43746389] [ 0.71554574 0.39763191 0.69277255 0.51335196 0.37056503] [ 0.75816996 0.46452829 0.59543561 0.42456048 0.39657448] [ 0.571195 0.49601751 0.36311197 0.48951006 0.47778651] [ 0.70310994 0.34360876 0.57310852 0.6051223 0.44030423] [ 0.47286137 0.54026072 0.47510563 0.75176221 0.60698739] [ 0.76550568 0.39421174 0.49400306 0.29646724 0.38289819] [ 0.83176241 0.51507726 0.54270152 0.39782571 0.32060303] [ 0.4888542 0.65793515 0.55255694 0.65713428 0.45743351] [ 0.77303793 0.36026208 0.58737537 0.26567545 0.45679451] [ 0.25269772 0.53290177 0.30256369 0.82203782 0.58620452] [ 0.69641491 0.53595552 0.38327037 0.44073858 0.3281605 ] [ 0.44423218 0.52758819 0.56667164 0.67185894 0.50906067] [ 0.74811222 0.52851809 0.32095896 0.42943551 0.32519 ] [ 0.72098748 0.43810781 0.66580599 0.60136789 0.42213524] [ 0.56695728 0.40838357 0.46320099 0.30990019 0.35863259] [ 0.5315106 0.38093509 0.59214252 0.41917215 0.65387344] [ 0.67220054 0.51091697 0.55831141 0.2403254 0.57746478] [ 0.66806314 0.47796573 0.66889061 0.26683582 0.55204459] [ 0.64805536 0.58549101 0.35828114 0.40238278 0.47786881] [ 0.51402357 0.57478461 0.36320565 0.39059517 0.30175999] [ 0.58922236 0.52708766 0.48003943 0.59694781 0.37874474] [ 0.45619286 0.70944489 0.32993015 0.66481521 0.3033826 ] [ 0.46013659 0.56833008 0.44301398 0.4470031 0.47168253] [ 0.73153271 0.53191037 0.60578745 0.47794033 0.37111554] [ 0.41251511 0.45728433 0.49066212 0.58173886 0.56729162] [ 0.71584708 0.33856066 0.57635753 0.40933665 0.40245796] [ 0.42365005 0.60856345 0.45177035 0.52815974 0.48115846] [ 0.71162296 0.5063841 0.54501926 0.24594092 0.56716049] [ 0.57429313 0.43365933 0.47683002 0.68753408 0.39913408] [ 0.66310142 0.4393358 0.465446 0.33537997 0.5361186 ] [ 0.58115158 0.63072475 0.38785864 0.3860061 0.34421237] [ 0.36489022 0.70570865 0.41548138 0.6852515 0.58514931] [ 0.64817638 0.52510025 0.47510273 0.48583701 0.45959362] [ 0.62937524 0.62523502 0.34921927 0.42697687 0.48855211] [ 0.51151841 0.60423018 0.38973545 0.49119143 0.33059639] [ 0.4832347 0.4438708 0.45513713 0.50753049 0.43693989] [ 0.43664327 0.6313483 0.38499345 0.64474645 0.49647608] [ 0.29225269 0.54926523 0.41365167 0.80455842 0.51448885] [ 0.58396814 0.57370912 0.39976441 0.32729945 0.32124731] [ 0.72265721 0.34428081 0.51570386 0.30228224 0.40397299] [ 0.73357722 0.49942763 0.48835112 0.26933013 0.29521856] [ 0.78870114 0.38025245 0.68757834 0.42538218 0.40447674] [ 0.33187988 0.57326462 0.52694625 0.74684471 0.54210928] [ 0.39333652 0.52599478 0.5032654 0.55120188 0.62707184] [ 0.72676535 0.45893768 0.58865245 0.50905303 0.39434922] [ 0.46424543 0.49995336 0.39045334 0.62094813 0.59695669] [ 0.49970732 0.47508512 0.5598194 0.40910411 0.70118704] [ 0.62841434 0.5230133 0.43335178 0.40789708 0.31051813] [ 0.50492594 0.56725016 0.38784393 0.54210228 0.48019348] [ 0.78175865 0.32257733 0.58715446 0.4226036 0.38335674] [ 0.56902832 0.34650675 0.49875074 0.55706451 0.42094958] [ 0.30929495 0.71615103 0.29347585 0.77521564 0.43973212] [ 0.50816296 0.542935 0.60043643 0.48485742 0.41957974] [ 0.63487844 0.49898534 0.59886764 0.34066544 0.56520831] [ 0.6225539 0.65351737 0.33249284 0.54389699 0.46538879] [ 0.3896314 0.46641558 0.5056606 0.77854496 0.52092099] [ 0.49698804 0.64427146 0.4631354 0.4927813 0.45186567] [ 0.38506905 0.57668732 0.43402656 0.76181643 0.53336696] [ 0.61326623 0.49850936 0.42556989 0.25876538 0.3528855 ] [ 0.66693428 0.47915336 0.47703549 0.33668674 0.45280743] [ 0.71241864 0.38152199 0.65683522 0.49189096 0.47473265] [ 0.5605515 0.65845223 0.43318517 0.60641258 0.45431452] [ 0.52255069 0.57025752 0.4142081 0.57271474 0.42915906] Progress: 60.0% ... Training loss: 0.415 ... Validation loss: 0.682[ 0.56710446 0.53809004 0.54708687 0.2482986 0.47426637] [ 0.51746613 0.67375258 0.32974438 0.56244083 0.52278494] [ 0.34346719 0.50461542 0.51731615 0.74862781 0.6044335 ] [ 0.77170911 0.54548553 0.63791758 0.48052506 0.36920725] [ 0.55927563 0.33948375 0.50027615 0.38199037 0.51748937] [ 0.49577042 0.535713 0.3967145 0.58176482 0.48227912] [ 0.41267302 0.53743843 0.47796633 0.57470894 0.56587306] [ 0.61970218 0.60034246 0.30194313 0.51690686 0.44718836] [ 0.85980908 0.30338501 0.51334068 0.26877697 0.38254374] [ 0.69323139 0.37987224 0.68367074 0.56141326 0.36514605] [ 0.69797413 0.53876126 0.57483189 0.30428586 0.37661574] [ 0.69687396 0.4130378 0.47355341 0.57480238 0.34333382] [ 0.77249066 0.38458736 0.58980879 0.40657664 0.43664518] [ 0.78538123 0.38392709 0.50485856 0.33647717 0.36303999] [ 0.34332811 0.58823238 0.41211919 0.80199134 0.39046668] [ 0.45734265 0.57227049 0.47755907 0.65672666 0.50587685] [ 0.7065696 0.57485705 0.5947969 0.33373144 0.48579743] [ 0.49248375 0.43721067 0.47132202 0.83658806 0.42944223] [ 0.40360099 0.66824461 0.3010823 0.6965854 0.3942928 ] [ 0.69702348 0.58557685 0.43155218 0.34346972 0.34624865] [ 0.49682751 0.4223929 0.44517549 0.65301253 0.64080629] [ 0.40790828 0.7323378 0.35723902 0.76419124 0.5353664 ] [ 0.8294149 0.49563802 0.46257943 0.45276437 0.39300064] [ 0.72026803 0.46411922 0.66772 0.40548055 0.41569483] [ 0.39894051 0.51353781 0.43267857 0.51298766 0.5705932 ] [ 0.41799424 0.72925106 0.27916591 0.7245838 0.57135214] [ 0.54775351 0.47394556 0.55480803 0.33271917 0.36226808] [ 0.61381637 0.63536786 0.51109294 0.3930122 0.54288032] [ 0.75703453 0.48838658 0.46865373 0.30435807 0.39951501] [ 0.65151046 0.45737237 0.48191683 0.33656416 0.44039301] [ 0.31813015 0.53680578 0.29290609 0.7911206 0.53104073] [ 0.65787305 0.57229792 0.53233622 0.31106418 0.35268212] [ 0.34961982 0.61757941 0.42923648 0.84996297 0.55718002] [ 0.74853538 0.42637132 0.43099973 0.28175452 0.40052587] [ 0.41180607 0.49243318 0.59106539 0.39484055 0.70323596] [ 0.66097998 0.38906995 0.4796365 0.60358361 0.3157232 ] [ 0.65349435 0.57098868 0.30925941 0.49046013 0.37055324] [ 0.81329275 0.4322506 0.46609951 0.4150184 0.41690856] [ 0.55110666 0.42503434 0.629861 0.57887784 0.49616586] [ 0.5834206 0.51753915 0.3426207 0.41921433 0.35417806] [ 0.26225839 0.6453188 0.42047711 0.71031355 0.51341662] [ 0.59485422 0.48631786 0.42316679 0.37505596 0.49861988] [ 0.53037628 0.46775141 0.57429207 0.39669501 0.36707705] [ 0.47040989 0.57217041 0.50876305 0.6778729 0.61032989] [ 0.47912023 0.58440355 0.36416639 0.52089777 0.4386163 ] [ 0.48206694 0.65839806 0.41246266 0.6859062 0.42743568] [ 0.46328547 0.52140823 0.44875733 0.67507477 0.65690601] [ 0.84146544 0.40908959 0.61347332 0.16708064 0.39085972] [ 0.39685235 0.54735616 0.44591675 0.75950967 0.51207248] [ 0.47029507 0.47625661 0.43196121 0.65200706 0.40401167] [ 0.22580586 0.60162885 0.41249292 0.7682772 0.56954846] [ 0.62944682 0.47426973 0.54403718 0.54288871 0.33041084] [ 0.30014974 0.63404041 0.33217115 0.58719148 0.4733812 ] [ 0.62161845 0.4516955 0.43858987 0.4239318 0.27325356] [ 0.41073144 0.47634786 0.4853058 0.64710891 0.42980294] [ 0.66608867 0.44712379 0.50469584 0.3645313 0.4029787 ] [ 0.64017861 0.36585901 0.52166074 0.59902514 0.46369816] [ 0.41935874 0.50768216 0.45581646 0.63750169 0.71277333] [ 0.52846772 0.61225187 0.534408 0.60914936 0.58191993] [ 0.36399997 0.6558818 0.44485178 0.74143905 0.5364349 ] [ 0.74754232 0.39048701 0.34724641 0.34043546 0.48797823] [ 0.72207008 0.66347641 0.35118251 0.51793888 0.3785712 ] [ 0.62508201 0.60999312 0.33005205 0.42147537 0.36289062] [ 0.79502417 0.47801264 0.3387276 0.36083929 0.32545076] [ 0.51345321 0.56346619 0.34609488 0.51843766 0.53416395] [ 0.71106946 0.46601785 0.47190465 0.1929034 0.41614453] [ 0.51815528 0.49792323 0.50750269 0.62825318 0.53533609] [ 0.86276558 0.41445085 0.54831951 0.21651369 0.41031772] [ 0.25411374 0.60222329 0.44085063 0.78702398 0.58108277] [ 0.62627829 0.47190163 0.52306066 0.7046971 0.39146952] [ 0.59562357 0.63287644 0.42010805 0.64495165 0.35798373] [ 0.53361733 0.38941521 0.51463653 0.35552343 0.45512852] [ 0.57203256 0.52014386 0.47361547 0.58713361 0.35638939] [ 0.47314997 0.63588124 0.34228869 0.49165723 0.44771176] [ 0.48485946 0.62072824 0.43322252 0.56032217 0.45954578] [ 0.55982682 0.57255405 0.57425299 0.45237988 0.34988282] [ 0.70846944 0.3549449 0.62282955 0.342967 0.44316887] [ 0.65305746 0.49844262 0.40266712 0.40672747 0.4336059 ] [ 0.4407661 0.60865561 0.57601552 0.56915612 0.50954821] [ 0.56823145 0.49484303 0.37524255 0.31310965 0.4269525 ] [ 0.60985176 0.63052132 0.4124437 0.68551378 0.51776607] [ 0.43770208 0.59342365 0.30622994 0.45396153 0.41712548] [ 0.72209481 0.34459373 0.51556773 0.30268706 0.40408478] [ 0.39958404 0.53980481 0.39063834 0.62445448 0.45117709] [ 0.34133371 0.43676067 0.49078438 0.49401028 0.55094001] [ 0.74107862 0.45238538 0.48447117 0.19403746 0.33435743] [ 0.35248927 0.61578161 0.39857687 0.81448131 0.54512422] [ 0.5860265 0.48723014 0.5034671 0.37644971 0.5940167 ] [ 0.34438946 0.69189655 0.40746595 0.68125916 0.46184392] [ 0.63697582 0.52367989 0.58214827 0.49389232 0.53962639] [ 0.61901904 0.55341571 0.45985443 0.43581823 0.39537424] [ 0.49931563 0.57772137 0.44721469 0.54771057 0.52834847] [ 0.3368847 0.56918964 0.43296453 0.80112334 0.49658823] [ 0.5499707 0.542518 0.47558575 0.63344906 0.4244507 ] [ 0.66593623 0.49768118 0.45275177 0.42551406 0.37926039] [ 0.33139796 0.67607607 0.50481332 0.67267382 0.51622023] [ 0.7279742 0.4381242 0.49952533 0.30497866 0.56467412] [ 0.61824711 0.58360308 0.52837874 0.46040991 0.42991815] [ 0.53711595 0.47220066 0.38578474 0.54286688 0.53795601] [ 0.39057291 0.53340931 0.51748512 0.46340152 0.42197548] [ 0.7138376 0.35502597 0.53084281 0.48464755 0.33217987] [ 0.49836864 0.45539727 0.53881674 0.59635544 0.50414601] [ 0.43996321 0.56212384 0.38287746 0.76561466 0.60137455] [ 0.59241285 0.45584884 0.39876773 0.31168058 0.35121066] [ 0.69186393 0.46356177 0.500438 0.20558924 0.44719391] [ 0.40210419 0.64088665 0.34914617 0.7235092 0.34988659] [ 0.23989281 0.5923499 0.42955496 0.76528609 0.64452545] [ 0.50602293 0.5956015 0.45143192 0.53409126 0.46365948] [ 0.76367968 0.40502478 0.5865226 0.61680226 0.39719026] [ 0.4281155 0.61465024 0.42594987 0.66548124 0.38365988] [ 0.75514233 0.37660441 0.52878666 0.49853663 0.38314017] [ 0.72204627 0.43244415 0.58206265 0.56995631 0.44072003] [ 0.57656789 0.528111 0.5466027 0.7574991 0.55616398] [ 0.75633348 0.45440659 0.64031137 0.60044313 0.35363715] [ 0.43804122 0.76100331 0.31541065 0.58276131 0.40361217] [ 0.70307857 0.34367262 0.57308096 0.60494967 0.44033988] [ 0.52794684 0.54242502 0.49433699 0.57979664 0.48414034] [ 0.76769087 0.53107128 0.46353649 0.20428783 0.35408556] [ 0.65689891 0.58198468 0.66972671 0.4852261 0.49945862] [ 0.46671205 0.5549789 0.5110955 0.46710352 0.59557584] [ 0.55962963 0.4509084 0.60437783 0.44187585 0.49780262] [ 0.32479969 0.69107263 0.48236637 0.60933565 0.5234813 ] [ 0.54893633 0.56380448 0.44017533 0.52614453 0.54709871] [ 0.78858543 0.38035768 0.68752772 0.42560883 0.4045078 ] [ 0.7038654 0.57133744 0.44621286 0.34497986 0.43718902] [ 0.81050935 0.47646897 0.40469314 0.28815997 0.24224932] [ 0.72204627 0.43244415 0.58206265 0.56995631 0.44072003] [ 0.74507495 0.41354063 0.35541016 0.29692549 0.33917743] Progress: 60.1% ... Training loss: 0.415 ... Validation loss: 0.682[ 0.56666576 0.50033703 0.45484644 0.4511633 0.43613484] [ 0.6284345 0.46381898 0.64177822 0.54800428 0.37547991] [ 0.3847206 0.47736435 0.54929959 0.68257034 0.57119558] [ 0.66747484 0.55337015 0.43321303 0.41381121 0.58547251] [ 0.83019321 0.45393981 0.63299935 0.22226618 0.46268536] [ 0.75656162 0.33848662 0.48308939 0.21961869 0.38202757] [ 0.53387736 0.46000827 0.54336853 0.55310487 0.50744207] [ 0.85555181 0.35333725 0.62887452 0.19007113 0.37531152] [ 0.4151953 0.47017289 0.45157865 0.65511124 0.41967844] [ 0.56250513 0.52291347 0.49509198 0.42902114 0.36874336] [ 0.52101058 0.53306176 0.45133503 0.6588018 0.48509651] [ 0.50142393 0.49012183 0.48890648 0.26577055 0.50010545] [ 0.62047232 0.57280489 0.49891124 0.3700313 0.54263036] [ 0.75136957 0.54741103 0.39676589 0.29888178 0.31479299] [ 0.70247081 0.5896584 0.4337636 0.3706276 0.33764739] [ 0.74948145 0.45309425 0.57378259 0.30220893 0.40240293] [ 0.84387204 0.29449969 0.48120638 0.19640268 0.45351114] [ 0.68189719 0.53497957 0.65867331 0.44761727 0.50212807] [ 0.69012366 0.51901351 0.60892716 0.57249272 0.4019095 ] [ 0.33063324 0.69580967 0.34421607 0.66178845 0.5207373 ] [ 0.58115726 0.60770031 0.46666039 0.5678997 0.46235295] [ 0.39090289 0.51784731 0.4794195 0.76272819 0.53645272] [ 0.48493312 0.45752911 0.52706867 0.28776531 0.58299268] [ 0.31008109 0.57197819 0.54747264 0.78762549 0.5991041 ] [ 0.47585639 0.51673176 0.4376709 0.65162223 0.59987254] [ 0.73034521 0.41290902 0.43012312 0.3111281 0.42726915] [ 0.53577041 0.60239779 0.42903228 0.48908397 0.5330949 ] [ 0.63951432 0.35682618 0.61391466 0.60791522 0.4552144 ] [ 0.67774677 0.35107779 0.54061336 0.436973 0.31590591] [ 0.26770547 0.70577727 0.32954998 0.68002458 0.54312473] [ 0.34307106 0.49721929 0.54826697 0.6023375 0.50951798] [ 0.3224581 0.58686482 0.4925451 0.73651145 0.48090708] [ 0.52478199 0.60976088 0.52698349 0.32753607 0.50107234] [ 0.40571197 0.42420423 0.5357784 0.45073943 0.75013159] [ 0.37799735 0.60156301 0.46271858 0.46469907 0.52201678] [ 0.48721694 0.59528552 0.23678736 0.70791483 0.48181961] [ 0.66885734 0.48946808 0.52383066 0.2303646 0.45113865] [ 0.73881221 0.36764341 0.68718918 0.49712895 0.36192633] [ 0.74627944 0.33938254 0.45960758 0.34698232 0.4977203 ] [ 0.28936715 0.63403633 0.42379902 0.71659022 0.53281674] [ 0.50494075 0.50011031 0.46073162 0.38703087 0.44765372] [ 0.33789382 0.56104138 0.43773543 0.76742417 0.45128135] [ 0.62512267 0.58328966 0.45242603 0.51272955 0.43047146] [ 0.33307692 0.69141487 0.29251221 0.71362668 0.5651802 ] [ 0.58193531 0.61572021 0.46928567 0.58127707 0.39355259] [ 0.41903792 0.432596 0.43832137 0.57550279 0.47334103] [ 0.31090621 0.62400076 0.46781371 0.63123518 0.41657358] [ 0.63583384 0.48109605 0.4943076 0.33849785 0.45920323] [ 0.69652004 0.4556613 0.58495396 0.21215559 0.52557899] [ 0.3544742 0.55549374 0.42615245 0.79241716 0.46788925] [ 0.58133416 0.5762798 0.29676704 0.51889869 0.4141035 ] [ 0.15801629 0.63529478 0.40711857 0.83483134 0.61479776] [ 0.76811896 0.69249941 0.40844364 0.57762275 0.32032189] [ 0.31719733 0.56117253 0.38246177 0.86848266 0.51734387] [ 0.5128979 0.45405676 0.50654762 0.51494947 0.4947133 ] [ 0.41679924 0.61919765 0.31041939 0.47416702 0.44687521] [ 0.61419792 0.50340557 0.47413031 0.51167553 0.37031837] [ 0.71356877 0.51180072 0.51510545 0.24198991 0.45538632] [ 0.37616618 0.51056118 0.30284783 0.69137947 0.42295744] [ 0.78445669 0.48715739 0.58915153 0.2870959 0.38165519] [ 0.36914258 0.51311706 0.48342366 0.67117602 0.56486251] [ 0.60640828 0.60286679 0.46229397 0.40954273 0.66384348] [ 0.65968469 0.62669908 0.43491917 0.42666907 0.45067611] [ 0.40232858 0.66502421 0.312311 0.64993682 0.58830146] [ 0.76593885 0.54286106 0.56982419 0.40427777 0.43302204] [ 0.56781226 0.48381031 0.55062503 0.54490978 0.43569155] [ 0.35255954 0.61104363 0.52101058 0.5803456 0.4773576 ] [ 0.56316073 0.59980891 0.36293451 0.37193291 0.51570675] [ 0.48261498 0.64840284 0.4881911 0.70056121 0.58657356] [ 0.57106652 0.45214334 0.51866863 0.34890627 0.52628147] [ 0.69592826 0.40754356 0.61683182 0.51228396 0.38090745] [ 0.47242604 0.56040325 0.32445477 0.58264543 0.57486533] [ 0.37867955 0.5329845 0.45780245 0.81351398 0.57666348] [ 0.26078792 0.71932535 0.41281079 0.69612025 0.62749002] [ 0.68626711 0.42365656 0.45795248 0.54304272 0.30538977] [ 0.50840898 0.57336118 0.66186765 0.40151627 0.58064577] [ 0.62731517 0.41056843 0.54490983 0.69800363 0.48538977] [ 0.34787839 0.55338815 0.55890744 0.79236866 0.43081844] [ 0.58563772 0.43269153 0.49467168 0.31154468 0.33342607] [ 0.69529289 0.52369958 0.57303427 0.24247052 0.52073142] [ 0.73587247 0.43180008 0.49996099 0.60912826 0.45001945] [ 0.72127292 0.45413469 0.43981747 0.27151941 0.40165292] [ 0.34429661 0.56125364 0.52567046 0.70716133 0.66343578] [ 0.75840042 0.33155298 0.63866837 0.1971628 0.42549936] [ 0.73716605 0.45712293 0.55507281 0.44033281 0.35567728] [ 0.67459127 0.50336841 0.34997549 0.36307453 0.33879132] [ 0.53496236 0.58033472 0.54088002 0.46785138 0.67127631] [ 0.27985431 0.63473721 0.36653611 0.81477281 0.39948785] [ 0.62958346 0.52111661 0.45433997 0.42784192 0.36720946] [ 0.8045032 0.513597 0.54544881 0.35705667 0.41602912] [ 0.45474711 0.64821557 0.36616905 0.71788306 0.43513908] [ 0.35608524 0.48517434 0.49635497 0.73749968 0.46843002] [ 0.35299421 0.64131941 0.43957351 0.55211954 0.49561199] [ 0.54633804 0.46184708 0.57212471 0.55183485 0.53686248] [ 0.77199497 0.54524157 0.63800212 0.48016614 0.36912428] [ 0.68233479 0.48611826 0.48025798 0.38142771 0.44954993] [ 0.77175748 0.52579857 0.30949124 0.4295392 0.32085728] [ 0.75162198 0.51992088 0.60514829 0.39252695 0.4232053 ] [ 0.62732455 0.4897884 0.56184054 0.50496187 0.33272498] [ 0.67975214 0.50223923 0.45774005 0.4025288 0.56075121] [ 0.52458495 0.4345478 0.50199825 0.6448884 0.54827678] [ 0.39696941 0.52430137 0.49126087 0.67861847 0.38502921] [ 0.41418768 0.49843966 0.57427678 0.77852022 0.57923247] [ 0.68604144 0.35122138 0.52464527 0.62351238 0.4619788 ] [ 0.41569317 0.54846757 0.56796663 0.52855586 0.59256021] [ 0.84470856 0.4652231 0.53651142 0.21552188 0.37295544] [ 0.75352096 0.36979521 0.49337468 0.32261537 0.4416039 ] [ 0.39305459 0.51885298 0.56829223 0.69308567 0.53668246] [ 0.82029229 0.37298893 0.5905055 0.18166334 0.45068136] [ 0.25106115 0.56658789 0.45105935 0.72502115 0.57164487] [ 0.4797747 0.47503974 0.59071611 0.53116603 0.54444009] [ 0.37531057 0.56070688 0.47936794 0.82618815 0.49045266] [ 0.42394006 0.61641347 0.32005027 0.7852449 0.42132349] [ 0.64260539 0.39256679 0.43773706 0.39287242 0.39938924] [ 0.73131941 0.4740069 0.4439401 0.32810388 0.41748237] [ 0.37831105 0.67309229 0.48189959 0.72532811 0.53888155] [ 0.67273624 0.43541591 0.38791534 0.50589634 0.32710722] [ 0.81219589 0.45231623 0.53073552 0.35776584 0.46482101] [ 0.44707318 0.54931104 0.60579577 0.46329948 0.49737278] [ 0.73940039 0.41686266 0.48621564 0.1900077 0.37696355] [ 0.29597165 0.46916374 0.41406574 0.81674557 0.52264921] [ 0.38108935 0.57028665 0.36337784 0.61300363 0.38640005] [ 0.77870691 0.3859878 0.65744643 0.26234426 0.4165309 ] [ 0.41138309 0.45559813 0.54508843 0.50625716 0.57477008] [ 0.45851962 0.54319686 0.39673461 0.80449672 0.61321681] [ 0.49570349 0.55256053 0.43021764 0.44041461 0.37265141] [ 0.37940062 0.61311795 0.29949899 0.7575075 0.47024152] [ 0.5046821 0.44782441 0.44115219 0.43638547 0.51362953] Progress: 60.1% ... Training loss: 0.415 ... Validation loss: 0.681[ 0.54200783 0.47874551 0.50629823 0.72867533 0.56925989] [ 0.20389023 0.68726114 0.38883923 0.80277617 0.65218113] [ 0.68408931 0.42265434 0.60467907 0.30516581 0.43387665] [ 0.37747126 0.53321844 0.53848532 0.56690231 0.5443273 ] [ 0.27545236 0.5898126 0.41606464 0.85049878 0.4458083 ] [ 0.55985884 0.52706115 0.49192694 0.26583706 0.34001214] [ 0.49285717 0.50155913 0.48544386 0.59715477 0.52723313] [ 0.72420542 0.39411842 0.61552387 0.27520639 0.4379178 ] [ 0.80499086 0.49752704 0.50699882 0.37894019 0.40457304] [ 0.68709688 0.36492823 0.64678925 0.53503817 0.44916508] [ 0.77026033 0.51075568 0.44138763 0.29166455 0.32336247] [ 0.60235906 0.62213017 0.35062508 0.21858964 0.32052156] [ 0.63609197 0.41794988 0.3675492 0.24850778 0.31270693] [ 0.33921028 0.63580372 0.31695819 0.58720312 0.36087471] [ 0.81019387 0.46818858 0.57240768 0.27206099 0.48234181] [ 0.40329833 0.63493213 0.44947754 0.58467659 0.40673121] [ 0.63467536 0.59446074 0.60219187 0.42283838 0.52832994] [ 0.27012563 0.68709847 0.40227533 0.6658795 0.43443879] [ 0.57285785 0.3877638 0.51318203 0.32165596 0.39691823] [ 0.458123 0.61166271 0.32564054 0.58885086 0.49709504] [ 0.83462929 0.38699094 0.54389035 0.31512404 0.38974604] [ 0.70860134 0.32122518 0.63775605 0.45787966 0.39617661] [ 0.56373997 0.52324944 0.59281187 0.41185021 0.63989726] [ 0.30548626 0.55077144 0.36640721 0.82965521 0.61186635] [ 0.38958151 0.60738336 0.38347992 0.75160388 0.49750693] [ 0.42434584 0.61329261 0.54043995 0.49668294 0.37825269] [ 0.55035396 0.45900758 0.44177523 0.55338405 0.39191481] [ 0.32445753 0.54016897 0.41940289 0.61130444 0.47652797] [ 0.5784232 0.50865254 0.48577746 0.4330531 0.41027429] [ 0.3328162 0.66368701 0.37133633 0.71319477 0.52160108] [ 0.5830673 0.47339832 0.55417659 0.61192612 0.45901089] [ 0.46216864 0.71190562 0.46765679 0.60217871 0.46708716] [ 0.64678374 0.51043842 0.390515 0.44242792 0.41759732] [ 0.5957625 0.43884059 0.63299439 0.4081442 0.4436564 ] [ 0.4967061 0.51475726 0.43945622 0.65589931 0.53845375] [ 0.50024455 0.42962236 0.49470758 0.81858027 0.56784777] [ 0.31179507 0.73739162 0.34816856 0.6849387 0.46345876] [ 0.24152354 0.48002015 0.38657091 0.71845351 0.57311125] [ 0.76186384 0.41761829 0.55723311 0.26533136 0.3268206 ] [ 0.75857241 0.42124035 0.56305921 0.19003959 0.43662593] [ 0.13695053 0.60386239 0.52499915 0.89318265 0.66846874] [ 0.77820586 0.43825774 0.51982447 0.41291013 0.39868638] [ 0.46945706 0.64130394 0.50382874 0.65312194 0.45361457] [ 0.52660607 0.52899502 0.60127604 0.65030928 0.61958936] [ 0.24363946 0.5990129 0.36865785 0.80070235 0.56004722] [ 0.71586198 0.67641653 0.44643063 0.44676445 0.38534934] [ 0.51194112 0.43610633 0.53204978 0.36389826 0.53383573] [ 0.32366502 0.58185544 0.51311552 0.63856934 0.57385059] [ 0.53452279 0.61485725 0.47709358 0.58868005 0.633401 ] [ 0.46520839 0.544386 0.50791725 0.73755816 0.45017159] [ 0.54865788 0.45700768 0.55101963 0.65716313 0.35276913] [ 0.32621027 0.64602729 0.37571407 0.55461579 0.53122446] [ 0.84762696 0.31832911 0.65876547 0.20271887 0.40195705] [ 0.64426654 0.45731568 0.36299815 0.48991393 0.43185385] [ 0.70743006 0.56015748 0.41618076 0.43926838 0.33888091] [ 0.48875985 0.46967308 0.48208099 0.7137282 0.48902429] [ 0.66032409 0.49077424 0.37354717 0.34683254 0.33099688] [ 0.48234214 0.56072655 0.49587995 0.72036628 0.48641848] [ 0.32772334 0.66140319 0.43906689 0.64197917 0.44277762] [ 0.75988691 0.31489768 0.71260734 0.38267843 0.33093226] [ 0.65493229 0.41204664 0.33163639 0.40893476 0.47978941] [ 0.68884617 0.49513191 0.51626288 0.36792405 0.50047829] [ 0.85107558 0.33093578 0.63756507 0.1376019 0.31421139] [ 0.83344308 0.38358283 0.33916335 0.14942015 0.25847829] [ 0.75099122 0.3882219 0.63071568 0.54877039 0.40911221] [ 0.62726173 0.43502671 0.56969896 0.36692542 0.53078272] [ 0.75263076 0.3178451 0.56369348 0.31960593 0.44162122] [ 0.47705492 0.60702702 0.51947594 0.76565645 0.46918735] [ 0.19137873 0.67780833 0.33031779 0.79923107 0.48737265] [ 0.37681834 0.50540343 0.39042254 0.7922545 0.38206129] [ 0.4354042 0.66007809 0.47588117 0.66508767 0.53110986] [ 0.25736466 0.58621176 0.39604522 0.73234026 0.53422939] [ 0.34789432 0.72856993 0.30104717 0.75448548 0.58536872] [ 0.50792667 0.50993129 0.5370128 0.50889094 0.49063154] [ 0.49117178 0.48793316 0.58104798 0.43200588 0.49339761] [ 0.54566315 0.35597285 0.53284863 0.47025158 0.48686246] [ 0.37493291 0.71052613 0.37020143 0.72733656 0.37746399] [ 0.48116458 0.48499939 0.56100933 0.7120163 0.4673633 ] [ 0.53278163 0.59233181 0.4623254 0.35772551 0.46064778] [ 0.52172001 0.49141584 0.50425544 0.73325984 0.51785597] [ 0.41422037 0.57933331 0.49567488 0.76568762 0.51416049] [ 0.47438194 0.51084632 0.44517592 0.5092635 0.47688144] [ 0.5600134 0.45073944 0.60444429 0.44155276 0.49773096] [ 0.76677253 0.52628251 0.53418134 0.3537949 0.551756 ] [ 0.62995855 0.56050759 0.46601969 0.36427178 0.47773911] [ 0.53538755 0.53669353 0.41013185 0.35914882 0.46786095] [ 0.53303546 0.39670387 0.47701712 0.34206382 0.45447863] [ 0.76720981 0.47311307 0.56718604 0.24456803 0.56074013] [ 0.73436068 0.3979841 0.60752539 0.51806934 0.37320138] [ 0.59239114 0.6730998 0.56245977 0.60442097 0.56380502] [ 0.76441019 0.40831782 0.55039728 0.33560204 0.32176871] [ 0.45472596 0.48700805 0.5707286 0.63866871 0.45606562] [ 0.29179117 0.6955061 0.39182062 0.62626217 0.44980395] [ 0.74317358 0.31846256 0.65256876 0.34994021 0.39853647] [ 0.66228504 0.57405489 0.51288208 0.32303886 0.36954134] [ 0.7637466 0.48651911 0.60170755 0.46720259 0.36443917] [ 0.41492759 0.58622637 0.33790188 0.64787506 0.31981631] [ 0.41693918 0.5306963 0.34663491 0.68862935 0.50494333] [ 0.7290432 0.58829747 0.58309533 0.23150026 0.51633576] [ 0.78621745 0.49121652 0.35333961 0.23141028 0.33080437] [ 0.51693289 0.64798213 0.22305238 0.66068743 0.30178688] [ 0.26799553 0.60047331 0.37464458 0.86960526 0.53300457] [ 0.25957224 0.53881809 0.5165006 0.76620524 0.67422064] [ 0.6487845 0.50536974 0.40897653 0.29125498 0.33979154] [ 0.53503603 0.64609004 0.33719032 0.72269077 0.61239086] [ 0.35409296 0.66365144 0.37856717 0.63635604 0.47965895] [ 0.55305664 0.51352732 0.39036989 0.44881735 0.49790331] [ 0.23424637 0.69891518 0.35314799 0.69881946 0.56297578] [ 0.26293658 0.52445927 0.36144561 0.85723297 0.59936375] [ 0.55787795 0.48614713 0.44728324 0.42353674 0.41980696] [ 0.42472009 0.6081603 0.45192081 0.52715653 0.48108117] [ 0.57468265 0.61526716 0.51299334 0.45532576 0.39898402] [ 0.75973421 0.39904108 0.50444867 0.45176006 0.40049591] [ 0.74442829 0.57697288 0.41848908 0.39190525 0.35272154] [ 0.82747384 0.36032905 0.61076527 0.28115506 0.4445439 ] [ 0.58309034 0.43217341 0.43670954 0.29457453 0.55871199] [ 0.48311553 0.52316955 0.52643462 0.66990583 0.61457896] [ 0.63709061 0.54968575 0.61697339 0.53888291 0.49236915] [ 0.66627577 0.44701724 0.50473349 0.36425952 0.40293946] [ 0.67140537 0.51058652 0.53330804 0.37340285 0.53974128] [ 0.52641288 0.41576555 0.44563029 0.48799974 0.3600358 ] [ 0.35994245 0.54806201 0.49848579 0.74435895 0.61167644] [ 0.2777927 0.69358288 0.36720844 0.82153954 0.49577151] [ 0.81101649 0.35461047 0.51076317 0.1604513 0.39476475] [ 0.42997123 0.6874638 0.35147699 0.71000965 0.50210248] [ 0.50554945 0.65116593 0.38879749 0.56938221 0.5444359 ] [ 0.63142977 0.48020366 0.41894579 0.56672169 0.34923945] [ 0.70724022 0.40165289 0.60656419 0.53744154 0.37480253] Progress: 60.2% ... Training loss: 0.414 ... Validation loss: 0.681[ 0.67183597 0.40162076 0.54380818 0.60581932 0.32698414] [ 0.50435457 0.49366382 0.5372985 0.58602425 0.47747364] [ 0.62406845 0.48833651 0.53799416 0.4709172 0.62861855] [ 0.75871732 0.33199558 0.57709336 0.37891803 0.42996875] [ 0.73643365 0.4334755 0.51221594 0.42594913 0.35210821] [ 0.50629556 0.52118539 0.54392258 0.51815257 0.44632067] [ 0.65340068 0.60511099 0.51316557 0.48743436 0.59378004] [ 0.68951328 0.55843798 0.39171033 0.48368715 0.41742061] [ 0.52908486 0.46898032 0.52766574 0.53103427 0.52072127] [ 0.54030265 0.43240832 0.68102922 0.36735281 0.51495182] [ 0.22317546 0.51503156 0.3844501 0.88159319 0.60403593] [ 0.682249 0.60734693 0.50543344 0.55252904 0.50393169] [ 0.68050236 0.39097089 0.44408859 0.50299572 0.28018271] [ 0.53551532 0.50831274 0.45522589 0.42948092 0.48921167] [ 0.23722301 0.58601372 0.40095663 0.65131487 0.47018612] [ 0.81062195 0.58900422 0.48784238 0.43058988 0.44267867] [ 0.60171711 0.62252226 0.45266542 0.53175858 0.46308817] [ 0.6758536 0.48484942 0.53486743 0.24213227 0.54138545] [ 0.77945203 0.39085399 0.49422123 0.30398883 0.39896019] [ 0.51278437 0.60831676 0.34827257 0.33097661 0.39977904] [ 0.58131185 0.42671328 0.44404905 0.43114898 0.35537977] [ 0.67093401 0.53521121 0.29256741 0.36250176 0.39480491] [ 0.86895421 0.34912719 0.52354393 0.14507055 0.39693993] [ 0.59355809 0.69183134 0.35747895 0.52740635 0.483674 ] [ 0.27964789 0.58237449 0.36392995 0.77982816 0.49033053] [ 0.39311742 0.45312131 0.54570953 0.70150152 0.58708664] [ 0.82532848 0.43801055 0.56515795 0.35172229 0.36949786] [ 0.57213245 0.50508036 0.38685169 0.64265222 0.46252433] [ 0.76043289 0.52065048 0.54438753 0.4273299 0.4097577 ] [ 0.35171194 0.64205166 0.43926073 0.55295289 0.49592648] [ 0.6670703 0.50457816 0.55465786 0.39901913 0.62308338] [ 0.46142339 0.58726606 0.50885897 0.68850421 0.54492638] [ 0.49520866 0.69316444 0.4170594 0.53200594 0.43920531] [ 0.36520732 0.53822159 0.52506003 0.71514719 0.54727804] [ 0.73077955 0.51560782 0.41264531 0.40421529 0.44135681] [ 0.74989439 0.56043424 0.4153062 0.20645333 0.34594301] [ 0.64717288 0.47982487 0.48690208 0.37194045 0.51869875] [ 0.66272733 0.60670204 0.40832034 0.33700236 0.48336473] [ 0.27209959 0.6860835 0.45518254 0.60446486 0.51723205] [ 0.36685394 0.51234211 0.54649617 0.50003731 0.52660922] [ 0.85677573 0.39120011 0.55553678 0.14279591 0.39313961] [ 0.65920787 0.3931858 0.62684493 0.61935397 0.4265003 ] [ 0.33603402 0.61796216 0.3918673 0.64333739 0.43293674] [ 0.54939049 0.58671393 0.36681462 0.5294103 0.45254783] [ 0.75671267 0.50911571 0.4933189 0.34342114 0.54968629] [ 0.59864738 0.61140358 0.45768279 0.45139851 0.64975513] [ 0.34380528 0.67486135 0.34172962 0.69309769 0.50777956] [ 0.4307206 0.45087214 0.55881462 0.73051518 0.55067521] [ 0.29008089 0.68686971 0.49346047 0.58772819 0.5778365 ] [ 0.71098685 0.4016509 0.69004084 0.51548797 0.34549152] [ 0.55605015 0.4822084 0.3002415 0.67709536 0.39936825] [ 0.65712385 0.44200922 0.55713147 0.44676975 0.50069352] [ 0.59923047 0.48046043 0.40014249 0.34104158 0.38456767] [ 0.83551752 0.41013437 0.54789822 0.28009163 0.42883603] [ 0.36010672 0.61881295 0.43149673 0.63173179 0.50534038] [ 0.34920771 0.51328866 0.34144221 0.55279578 0.3970982 ] [ 0.81124523 0.58787754 0.54898377 0.40006153 0.39517562] [ 0.65080537 0.57828109 0.45181612 0.54144707 0.34813631] [ 0.44790283 0.62153392 0.35982984 0.64875697 0.49752273] [ 0.36730563 0.69858762 0.40540879 0.72169935 0.4922178 ] [ 0.51392951 0.46452238 0.52767437 0.3461066 0.62910691] [ 0.74391177 0.46142262 0.64076606 0.45150883 0.38185146] [ 0.70757852 0.36782792 0.64467194 0.54766043 0.46351183] [ 0.21672589 0.71762074 0.31516541 0.82262751 0.63534504] [ 0.66973122 0.40597703 0.6136628 0.51912757 0.4371621 ] [ 0.78552719 0.46419054 0.52777372 0.27329019 0.41606193] [ 0.592919 0.42949086 0.53923477 0.69383179 0.47820993] [ 0.60268128 0.33495471 0.52396528 0.45512965 0.50830186] [ 0.44694766 0.39484729 0.5695849 0.49967711 0.36793437] [ 0.58801409 0.55543565 0.41575845 0.62896109 0.56985304] [ 0.5507178 0.37393815 0.46110526 0.41158355 0.4705519 ] [ 0.44427912 0.53723829 0.59681935 0.7213351 0.46444518] [ 0.78193272 0.50605279 0.50300574 0.51296552 0.35010775] [ 0.36685394 0.51234211 0.54649617 0.50003731 0.52660922] [ 0.68009228 0.42179466 0.44742868 0.26318231 0.45932238] [ 0.75676922 0.41193567 0.46498482 0.37120412 0.44404507] [ 0.41443993 0.56904821 0.43863973 0.70639083 0.53306463] [ 0.7616779 0.5739276 0.50829904 0.45014456 0.46307444] [ 0.7974103 0.25075312 0.53387011 0.56996773 0.35788649] [ 0.34663901 0.71703302 0.30671649 0.74340139 0.46559734] [ 0.80371648 0.51427658 0.54518745 0.35763162 0.41627262] [ 0.63280754 0.48474332 0.44957655 0.68958022 0.40358811] [ 0.45893513 0.54298745 0.39678546 0.80442885 0.61321094] [ 0.6703492 0.33356153 0.63854052 0.2872898 0.45822797] [ 0.64016753 0.46018121 0.57085919 0.71408727 0.51697837] [ 0.29746464 0.54403932 0.54111174 0.57761353 0.56672623] [ 0.40853191 0.45955211 0.65847617 0.65680358 0.50303223] [ 0.49349122 0.62202166 0.33712562 0.59375267 0.51807734] [ 0.36779381 0.51844758 0.57666458 0.62471646 0.61850638] [ 0.72137813 0.41573665 0.60444312 0.62226831 0.4263388 ] [ 0.53369798 0.46008771 0.54333793 0.55299285 0.50746517] [ 0.73034391 0.49272918 0.4840138 0.33879263 0.34748872] [ 0.28737279 0.59615847 0.34503492 0.64062458 0.54812422] [ 0.70757852 0.36782792 0.64467194 0.54766043 0.46351183] [ 0.51988567 0.50437601 0.46129188 0.47599402 0.56739161] [ 0.46220976 0.48965949 0.49278929 0.71074297 0.46996995] [ 0.35043654 0.59360869 0.32638319 0.68521071 0.44821072] [ 0.77713444 0.36587093 0.54018588 0.20668462 0.35386587] [ 0.49886469 0.61086025 0.34535022 0.59208037 0.39533122] [ 0.58812859 0.53543849 0.53306079 0.56608845 0.48108886] [ 0.70431718 0.37723576 0.47686084 0.22977583 0.41861183] [ 0.35377076 0.490172 0.44070771 0.52316813 0.587893 ] [ 0.77820667 0.37523531 0.54434479 0.24392469 0.49308953] [ 0.70759573 0.46941702 0.3501437 0.21912322 0.32681919] [ 0.4609177 0.54519696 0.52303377 0.60227265 0.4904835 ] [ 0.79820148 0.60010011 0.55225818 0.39711283 0.4032039 ] [ 0.56298976 0.52368184 0.59265416 0.41240661 0.64002299] [ 0.56209897 0.42040713 0.58828115 0.57011301 0.39302202] [ 0.5839352 0.41500083 0.5587249 0.48486454 0.47074973] [ 0.32422319 0.47717994 0.5657194 0.83625951 0.62154264] [ 0.87053377 0.32065494 0.47433472 0.20402491 0.39504422] [ 0.72060341 0.50905965 0.5353838 0.37428889 0.41947131] [ 0.72986156 0.4747365 0.69623932 0.34775918 0.38087144] [ 0.3880544 0.59295567 0.33366178 0.64723206 0.57233368] [ 0.50348969 0.5908615 0.34513971 0.59373996 0.45944687] [ 0.674667 0.55331707 0.44895248 0.60357679 0.42668545] [ 0.55014465 0.58728376 0.50207844 0.40333285 0.52617142] [ 0.41235085 0.61925171 0.50025454 0.72075275 0.62286895] [ 0.75017161 0.34941148 0.55140397 0.37307746 0.53069266] [ 0.84709416 0.51168511 0.52972276 0.35244685 0.36881548] [ 0.60635791 0.44354963 0.43911276 0.60473136 0.3615409 ] [ 0.79321863 0.46032034 0.604912 0.41223284 0.40852898] [ 0.73353017 0.49962556 0.48827253 0.26915948 0.29529164] [ 0.65013944 0.59232685 0.51681111 0.44398556 0.38443435] [ 0.68395141 0.40439802 0.44205841 0.54160348 0.53611708] [ 0.68894566 0.47724709 0.40385875 0.42465576 0.40309737] [ 0.17549882 0.66668062 0.43053874 0.83770131 0.43038777] [ 0.42275001 0.44835651 0.56753173 0.61230058 0.54820839] Progress: 60.2% ... Training loss: 0.414 ... Validation loss: 0.680[ 0.57184573 0.45501556 0.28081491 0.5781423 0.39202608] [ 0.80459666 0.40372407 0.57007084 0.33151705 0.34635549] [ 0.1688016 0.54088838 0.38242901 0.90430176 0.66069927] [ 0.23982977 0.68127866 0.4419504 0.76073549 0.66358967] [ 0.63138737 0.55259775 0.34408891 0.47907544 0.41631964] [ 0.67282326 0.433893 0.39160003 0.52064972 0.41741804] [ 0.73754959 0.54497691 0.39659665 0.26772554 0.35847196] [ 0.51924357 0.52777061 0.36692301 0.38847135 0.41289157] [ 0.38044154 0.54039405 0.39757589 0.51870849 0.58816928] [ 0.33267855 0.66649168 0.39395925 0.67292249 0.52677088] [ 0.75793217 0.5401918 0.63654978 0.40248424 0.42006217] [ 0.45981927 0.53247947 0.59537024 0.61279369 0.45276595] [ 0.42518703 0.68016987 0.43514735 0.61783736 0.4280449 ] [ 0.5192364 0.39424368 0.64956468 0.30877212 0.55718769] [ 0.57389932 0.62944347 0.35029182 0.55125572 0.32811681] [ 0.73402487 0.49937134 0.48836496 0.26884277 0.29521503] [ 0.49605841 0.48233189 0.56183533 0.66727925 0.50227011] [ 0.84424258 0.41030554 0.59266791 0.23778981 0.37847887] [ 0.56812062 0.41301928 0.65720368 0.67414037 0.53694355] [ 0.8027832 0.52289913 0.52815445 0.39806458 0.45516719] [ 0.35337554 0.58835267 0.45046799 0.68482751 0.62559398] [ 0.50307036 0.5378666 0.5802678 0.68177259 0.42199371] [ 0.48365693 0.62128191 0.48877198 0.59450428 0.489651 ] [ 0.41755935 0.47506307 0.52188873 0.43082995 0.50965295] [ 0.8035011 0.44976785 0.46083075 0.40903763 0.33726576] [ 0.63493916 0.54361427 0.41010442 0.4356388 0.42794053] [ 0.33761808 0.56964169 0.49451131 0.78936768 0.5381661 ] [ 0.38375128 0.49926576 0.3377217 0.58001972 0.4611115 ] [ 0.44510815 0.61699771 0.51167766 0.4829659 0.37620668] [ 0.28482825 0.52069905 0.50396509 0.71156938 0.59500036] [ 0.79200036 0.3113353 0.62174437 0.19588326 0.49637804] [ 0.37651115 0.72017843 0.40838717 0.59891141 0.54642677] [ 0.35350181 0.60051607 0.45599257 0.66405561 0.37017831] [ 0.59872848 0.57773728 0.38791268 0.51875552 0.51965316] [ 0.40373617 0.591236 0.39506218 0.45175514 0.47862051] [ 0.51583492 0.51295705 0.55654087 0.32626555 0.63336562] [ 0.52261254 0.59653021 0.50120169 0.57726256 0.3838573 ] [ 0.68211346 0.47316519 0.56353814 0.36497758 0.61154713] [ 0.63467858 0.49696614 0.38430789 0.52453486 0.34284308] [ 0.31673636 0.53524981 0.39786467 0.76393974 0.47100827] [ 0.53607423 0.50811015 0.45529317 0.42917121 0.48915141] [ 0.50198597 0.43608642 0.4265366 0.61489147 0.57219365] [ 0.39790242 0.56605978 0.51144875 0.58495387 0.55185744] [ 0.51729732 0.49062886 0.44453792 0.44302705 0.47831903] [ 0.42164176 0.39446945 0.45253998 0.52777474 0.59268413] [ 0.7609728 0.43336744 0.52841757 0.31325287 0.45409639] [ 0.70424466 0.41411285 0.63853566 0.35067228 0.40805827] [ 0.36571175 0.47919069 0.54978492 0.62034213 0.62326808] [ 0.40973683 0.70853733 0.38087623 0.73213783 0.46417672] [ 0.67454612 0.54364054 0.45382425 0.32924029 0.40980435] [ 0.32071205 0.54444535 0.52719817 0.57001503 0.52223127] [ 0.35737839 0.60190373 0.406973 0.59764595 0.51906835] [ 0.44942468 0.48037704 0.47935141 0.77207492 0.51837638] [ 0.73879538 0.56502783 0.3784593 0.35472558 0.35313496] [ 0.33257407 0.47511444 0.51621462 0.70776356 0.50760931] [ 0.75503323 0.54043783 0.37274297 0.33057845 0.35909391] [ 0.37555709 0.71035336 0.370242 0.72690545 0.37743409] [ 0.26582346 0.67636407 0.37156649 0.71517299 0.44059902] [ 0.72288869 0.49437286 0.58298405 0.23409602 0.57409834] [ 0.58459666 0.48750682 0.48556555 0.33801013 0.38999363] [ 0.56072174 0.59267638 0.40403195 0.40874231 0.58881954] [ 0.49917909 0.52429258 0.53138851 0.53828571 0.52763104] [ 0.71975427 0.58377443 0.55127075 0.43826142 0.42959337] [ 0.43739331 0.70249023 0.39714475 0.70545477 0.4930568 ] [ 0.58163469 0.54436943 0.42776029 0.46649438 0.32205364] [ 0.8028869 0.39282573 0.67810866 0.2342939 0.437894 ] [ 0.53618789 0.40607682 0.61421477 0.4072134 0.49794723] [ 0.62340948 0.54273726 0.57988568 0.51712584 0.60945571] [ 0.76390933 0.44931341 0.54247465 0.39505567 0.39839832] [ 0.34539065 0.62226468 0.31498543 0.71456929 0.55890462] [ 0.32225126 0.54248416 0.41286993 0.77653428 0.47793907] [ 0.67634831 0.47984603 0.50940991 0.25162869 0.40655317] [ 0.76321664 0.41291228 0.61208144 0.33267789 0.5071591 ] [ 0.66878139 0.38124295 0.56004832 0.44455496 0.39413808] [ 0.38890479 0.5850936 0.52753126 0.5832191 0.35467083] [ 0.36678779 0.55816154 0.39221483 0.69256353 0.58753093] [ 0.68258688 0.60724114 0.50546528 0.55227526 0.50390042] [ 0.32289328 0.58675975 0.49256813 0.7361058 0.48090199] [ 0.63342695 0.5754815 0.36434081 0.6172427 0.42580521] [ 0.69170889 0.33695829 0.52082781 0.51405243 0.43814996] [ 0.59987264 0.55742551 0.41210231 0.46067686 0.39497099] [ 0.47397729 0.45944282 0.4376199 0.51149369 0.54292052] [ 0.35226093 0.44660189 0.37075982 0.84504676 0.47431851] [ 0.67476301 0.49006239 0.66013056 0.54390475 0.41242658] [ 0.83234464 0.39563703 0.43343052 0.26946894 0.45611508] [ 0.73143794 0.53628784 0.3863144 0.47912141 0.34571141] [ 0.41199747 0.44088546 0.55705727 0.69432879 0.49082515] [ 0.52951372 0.64493721 0.39091046 0.56138006 0.44871174] [ 0.30902755 0.70461903 0.39967688 0.75034431 0.49079764] [ 0.52308354 0.62165519 0.3419112 0.63293527 0.53561417] [ 0.77540027 0.34237013 0.6384585 0.491944 0.41182097] [ 0.44070604 0.50819475 0.38269549 0.38145932 0.53946171] [ 0.73358974 0.30831577 0.6069212 0.21686565 0.36746109] [ 0.49526616 0.56137281 0.54367742 0.84219819 0.54249449] [ 0.52256264 0.47015173 0.56927214 0.50329256 0.58528098] [ 0.56561218 0.4301114 0.50314414 0.57967371 0.36196163] [ 0.64263524 0.52682081 0.4196238 0.46791163 0.55357997] [ 0.39541787 0.59984444 0.39911167 0.84497745 0.44943429] [ 0.43085637 0.53853019 0.60028435 0.56852531 0.48721646] [ 0.56827529 0.51013431 0.54197892 0.67130377 0.4845716 ] [ 0.56852102 0.40128171 0.49513166 0.32407492 0.38705295] [ 0.71168854 0.43428738 0.32695048 0.3854109 0.49938779] [ 0.65652006 0.65897316 0.33869367 0.39749078 0.47237056] [ 0.33999805 0.58802183 0.52694972 0.70245384 0.63692635] [ 0.69115038 0.51868643 0.45849846 0.36854879 0.35404685] [ 0.58459666 0.48750682 0.48556555 0.33801013 0.38999363] [ 0.33555166 0.63377435 0.52653216 0.5421869 0.63598712] [ 0.64497421 0.43139279 0.59036163 0.22907343 0.57276455] [ 0.58943087 0.61425244 0.33026086 0.36023931 0.35233307] [ 0.49947014 0.60154178 0.47450959 0.28199677 0.38805167] [ 0.51950527 0.48100317 0.55913131 0.38958882 0.52685045] [ 0.40708747 0.69090148 0.37107178 0.73443228 0.54796752] [ 0.40483414 0.48203832 0.46722361 0.33509907 0.35273953] [ 0.38540868 0.62952715 0.41291549 0.55112842 0.40350926] [ 0.5856472 0.44791692 0.35299511 0.50042172 0.50437729] [ 0.58184142 0.43293623 0.43641219 0.29534044 0.55896192] [ 0.34502885 0.49417934 0.39652647 0.47397731 0.69617535] [ 0.33267855 0.66649168 0.39395925 0.67292249 0.52677088] [ 0.58061618 0.52687802 0.5074125 0.64655949 0.34651437] [ 0.73403961 0.43045049 0.57886868 0.25369872 0.37015944] [ 0.29963998 0.59945535 0.41053507 0.84410858 0.40708897] [ 0.76964094 0.32947646 0.52757657 0.37824804 0.51884196] [ 0.64033198 0.49461309 0.422596 0.39109984 0.36577632] [ 0.58634391 0.40795272 0.55253972 0.56780149 0.39903243] [ 0.41120431 0.50579457 0.48362241 0.76172793 0.54264762] [ 0.56464176 0.48740518 0.57695508 0.52192006 0.46240047] [ 0.6868019 0.43106729 0.4171102 0.39919573 0.46758247] [ 0.64761048 0.52550119 0.47493127 0.48582379 0.4597631 ] Progress: 60.3% ... Training loss: 0.414 ... Validation loss: 0.681[ 0.5633165 0.53869341 0.44492546 0.70720922 0.38592535] [ 0.52557393 0.44139341 0.48820986 0.36221611 0.35882786] [ 0.66518524 0.45133164 0.53188458 0.40139561 0.40062808] [ 0.4346679 0.53206685 0.39745698 0.58613035 0.4659008 ] [ 0.55693615 0.60208398 0.50603094 0.44120639 0.47401242] [ 0.48932735 0.46950654 0.4897327 0.81697559 0.52638761] [ 0.50839364 0.60387136 0.39399362 0.35757588 0.46309436] [ 0.47135276 0.52437412 0.47029794 0.82123614 0.5287511 ] [ 0.78791042 0.51515912 0.29594629 0.35699941 0.30621685] [ 0.50361679 0.46064897 0.5942622 0.52408447 0.57978803] [ 0.6781042 0.37667146 0.49379146 0.24939905 0.473198 ] [ 0.41513212 0.53148086 0.51345092 0.76645828 0.49664082] [ 0.49911723 0.72263555 0.28474907 0.6824187 0.48962424] [ 0.51315764 0.49535653 0.54754308 0.69256153 0.4407715 ] [ 0.69142749 0.33710446 0.52076665 0.51421679 0.43820612] [ 0.48296233 0.61285729 0.37310189 0.44617573 0.41844296] [ 0.45215136 0.62110478 0.21319356 0.66114605 0.47721518] [ 0.78545459 0.45684626 0.46439985 0.2890697 0.24605473] [ 0.56865238 0.41747498 0.58057835 0.2164587 0.43144675] [ 0.65383287 0.36690895 0.55129703 0.50604132 0.36553796] [ 0.59927646 0.43428169 0.37120253 0.43979311 0.40866508] [ 0.57945861 0.5017271 0.40379335 0.2186606 0.32480258] [ 0.38461874 0.67442918 0.37974939 0.65147317 0.50970257] [ 0.66144954 0.48088341 0.59123688 0.57838314 0.43686743] [ 0.85329486 0.35620829 0.61214635 0.21076097 0.43381324] [ 0.49258361 0.56921129 0.55369414 0.47672636 0.37699687] [ 0.51021982 0.55290156 0.49596483 0.58885287 0.41124871] [ 0.40790975 0.69180835 0.32947866 0.63377692 0.3922046 ] [ 0.74187659 0.26482242 0.58484058 0.45421052 0.4377806 ] [ 0.5806378 0.5067988 0.50647425 0.4273057 0.34491423] [ 0.51828292 0.47163962 0.51700827 0.61676764 0.59095484] [ 0.52423116 0.48772913 0.55967255 0.32129542 0.62767512] [ 0.68184712 0.47331459 0.56348237 0.36513115 0.61160492] [ 0.76823825 0.36866852 0.59925377 0.19651986 0.46677838] [ 0.31730345 0.47092851 0.5281579 0.71118053 0.51740425] [ 0.73363093 0.48823948 0.43041214 0.41850418 0.37782445] [ 0.46032627 0.5684529 0.44293966 0.44674321 0.47176187] [ 0.64650837 0.36102038 0.44764209 0.5691663 0.40446065] [ 0.48466415 0.5422736 0.48785417 0.44863859 0.41515607] [ 0.43962223 0.61040542 0.53256179 0.60123049 0.48197954] [ 0.71464194 0.5700117 0.41217151 0.32657049 0.40609569] [ 0.41791925 0.41393706 0.48613207 0.8219391 0.62828713] [ 0.5484214 0.49903227 0.3836177 0.46803036 0.4742173 ] [ 0.38262881 0.44115215 0.40413729 0.74756481 0.50025938] [ 0.60955405 0.50948403 0.45113087 0.57596125 0.37079935] [ 0.39572157 0.72160755 0.2358374 0.76540351 0.45144918] [ 0.49167263 0.52934237 0.40554473 0.36342333 0.46751954] [ 0.55981231 0.42568764 0.49486507 0.68053151 0.47656619] [ 0.62897489 0.56610403 0.51513041 0.65841946 0.47785547] [ 0.21495029 0.60130072 0.39363308 0.87190746 0.61351591] [ 0.53086958 0.63116068 0.49629006 0.64537406 0.41869398] [ 0.69530852 0.5093518 0.51475439 0.46402791 0.36387445] [ 0.58649098 0.37031504 0.59073464 0.55403228 0.48297765] [ 0.58728369 0.58906666 0.46211 0.57781773 0.39177596] [ 0.38936073 0.55600331 0.53987126 0.83603732 0.6005488 ] [ 0.61272792 0.54530291 0.30542573 0.49795356 0.37052326] [ 0.30792775 0.67324502 0.45845259 0.61394942 0.51349516] [ 0.66230727 0.35273207 0.57479492 0.38725176 0.29745235] [ 0.59436261 0.57249512 0.49641012 0.54828742 0.50833223] [ 0.15022526 0.65159115 0.46887421 0.9001147 0.66724211] [ 0.22094709 0.62236454 0.36695657 0.60562952 0.39343305] [ 0.50610663 0.55022294 0.45717559 0.56072832 0.62590328] [ 0.74811964 0.32080725 0.63956311 0.50246699 0.4400974 ] [ 0.71581453 0.56451238 0.36941244 0.52239863 0.37942441] [ 0.77163093 0.49545119 0.57151918 0.24699511 0.49012717] [ 0.15582984 0.74347684 0.420398 0.79124849 0.53131519] [ 0.78162528 0.41900926 0.54254517 0.16059353 0.41140962] [ 0.50238958 0.6184714 0.38698586 0.46549171 0.35469093] [ 0.27953351 0.60243862 0.46247903 0.8568856 0.49728702] [ 0.79140634 0.3927004 0.4396381 0.26453475 0.43438685] [ 0.31109397 0.55727222 0.33661926 0.54160711 0.38873947] [ 0.32668458 0.47395826 0.62074925 0.55656596 0.67119567] [ 0.74399372 0.5571426 0.47685805 0.21469648 0.39025194] [ 0.4870518 0.54532416 0.41447907 0.71474437 0.62037858] [ 0.32168166 0.50338434 0.50304073 0.80151134 0.62022817] [ 0.31317177 0.5103861 0.53892213 0.46543479 0.55372524] [ 0.77068776 0.38483199 0.58906845 0.48896869 0.41610817] [ 0.70713489 0.48290443 0.4251987 0.45444718 0.44846572] [ 0.28498281 0.59376148 0.42575043 0.72836181 0.44248158] [ 0.72285883 0.37795497 0.48728912 0.37030727 0.44284928] [ 0.21883403 0.59648355 0.49134926 0.78661882 0.48653894] [ 0.35399913 0.62226991 0.44315261 0.83636379 0.52233183] [ 0.79609091 0.44580683 0.58809007 0.20778858 0.47287028] [ 0.61782549 0.53066179 0.39702792 0.42973176 0.4806802 ] [ 0.57352265 0.61071028 0.37432936 0.45284905 0.51500294] [ 0.71148544 0.49739633 0.49520384 0.38535799 0.52804011] [ 0.26395097 0.64447305 0.42075907 0.70890295 0.513186 ] [ 0.3747101 0.63213236 0.30715707 0.51802023 0.41831173] [ 0.38090691 0.65855483 0.40698502 0.84755279 0.32597544] [ 0.29441293 0.61943218 0.52884647 0.72789824 0.45779399] [ 0.65730554 0.51834331 0.39257445 0.39816607 0.33096616] [ 0.67219328 0.35585906 0.65339246 0.31942555 0.42851375] [ 0.74394073 0.47907121 0.46458325 0.21742466 0.3697719 ] [ 0.48146188 0.51775639 0.53348683 0.39224013 0.44617182] [ 0.6249132 0.49843346 0.52812898 0.39086176 0.45739878] [ 0.80972692 0.40920396 0.48150712 0.32721555 0.43206728] [ 0.52699641 0.53663737 0.37310776 0.56338752 0.37480573] [ 0.81391375 0.37678221 0.45326999 0.21348979 0.42400035] [ 0.72067491 0.4472053 0.3300469 0.23217555 0.30967775] [ 0.54629537 0.71035426 0.45553644 0.55986588 0.41520963] [ 0.42509701 0.71954419 0.35756021 0.5907726 0.58223926] [ 0.50645107 0.56457617 0.49373141 0.77459079 0.37655151] [ 0.61809931 0.48580996 0.53115224 0.42936786 0.38343182] [ 0.29539007 0.55523875 0.46301909 0.7974975 0.44653326] [ 0.21930423 0.61022199 0.32863703 0.73175349 0.47482818] [ 0.6156255 0.61040335 0.39713623 0.20358275 0.36667649] [ 0.42559707 0.50105054 0.48657622 0.85199471 0.6052251 ] [ 0.7007344 0.60986005 0.35851842 0.56550107 0.40706025] [ 0.71566634 0.46808666 0.44996853 0.22153106 0.40589387] [ 0.67109682 0.43951597 0.40172046 0.35250213 0.55128692] [ 0.60993503 0.48754779 0.39165543 0.40076409 0.34780536] [ 0.69379479 0.40294669 0.56288293 0.35906082 0.39232899] [ 0.69748768 0.43171456 0.41813628 0.42247365 0.43534479] [ 0.5837108 0.5556021 0.44846289 0.41944986 0.50757641] [ 0.57263917 0.53472649 0.47856983 0.47929573 0.61406813] [ 0.76612311 0.42550294 0.55800048 0.26766875 0.26942351] [ 0.44082151 0.55612875 0.3090899 0.80496658 0.40348559] [ 0.44770773 0.53755215 0.42116291 0.68056629 0.53348141] [ 0.38131678 0.57039822 0.36330433 0.61271616 0.38649315] [ 0.59706494 0.59922502 0.36157395 0.36756442 0.37556301] [ 0.71528696 0.55947613 0.39793302 0.54619453 0.52143443] [ 0.28590109 0.57141253 0.31085425 0.79420269 0.43618827] [ 0.82761359 0.38712756 0.57815546 0.2839616 0.39018684] [ 0.66066396 0.54806422 0.49019493 0.28387405 0.54885854] [ 0.65478469 0.55457124 0.47236931 0.34088648 0.5234656 ] [ 0.782168 0.39305955 0.58034137 0.28952336 0.41263606] [ 0.62894322 0.48724067 0.38378221 0.27400774 0.34386398] [ 0.33717867 0.54393499 0.38539088 0.7698524 0.47241393] Progress: 60.4% ... Training loss: 0.414 ... Validation loss: 0.679[ 0.63083159 0.43575443 0.45876522 0.4648991 0.36268943] [ 0.25883874 0.61672319 0.46868931 0.64459444 0.5866073 ] [ 0.46387018 0.56861307 0.49006773 0.49194428 0.43921127] [ 0.71379706 0.61586925 0.5002945 0.5092491 0.40836845] [ 0.55941953 0.55981473 0.3718731 0.28868077 0.41512223] [ 0.33776873 0.75123616 0.39219582 0.72308223 0.57600636] [ 0.3415367 0.65408979 0.51382319 0.60168345 0.57260545] [ 0.39221799 0.49007885 0.49897077 0.65115365 0.49167557] [ 0.87541147 0.31846876 0.53611405 0.16367165 0.31416005] [ 0.70158177 0.51021244 0.59464785 0.42085518 0.48605632] [ 0.61213028 0.44204449 0.39896886 0.27628131 0.39982653] [ 0.25200951 0.64782744 0.4124401 0.6236102 0.57263627] [ 0.65007119 0.38954734 0.69285686 0.51248802 0.5038281 ] [ 0.73940355 0.31766186 0.57011488 0.32917608 0.44868419] [ 0.72623627 0.48844956 0.61173947 0.56250556 0.38169884] [ 0.37797289 0.45401421 0.467442 0.66079639 0.62832271] [ 0.62951124 0.41315675 0.57088382 0.62700577 0.31505094] [ 0.6605524 0.54166591 0.37476817 0.33754819 0.38018278] [ 0.57375845 0.46996389 0.4641006 0.56637368 0.37596188] [ 0.7358269 0.55301245 0.42501844 0.39818692 0.39027088] [ 0.74883352 0.33338844 0.59549709 0.61170263 0.405028 ] [ 0.62436613 0.59096456 0.50232844 0.49673296 0.54614178] [ 0.43486257 0.63716592 0.41195446 0.43022719 0.47256848] [ 0.45227617 0.69756438 0.46464064 0.65842458 0.51045397] [ 0.52197989 0.64891955 0.34378208 0.53330237 0.37721009] [ 0.40265568 0.53224328 0.38979322 0.69886795 0.4739487 ] [ 0.28990751 0.49049094 0.3948364 0.66003068 0.42547263] [ 0.55165758 0.67195524 0.47885323 0.51133496 0.54114113] [ 0.55040497 0.55248975 0.49363773 0.46902227 0.56945057] [ 0.79252958 0.33799195 0.58763449 0.26599439 0.38182482] [ 0.6068242 0.60225753 0.34240679 0.44074839 0.37568701] [ 0.50963813 0.63316305 0.48244909 0.5537995 0.48275791] [ 0.51940258 0.52268229 0.54463084 0.54526632 0.40060555] [ 0.69227265 0.40747617 0.44351747 0.33696302 0.35985564] [ 0.49198078 0.53623425 0.47216914 0.6870162 0.42357796] [ 0.64674332 0.39632225 0.43581578 0.47798572 0.42866082] [ 0.38137013 0.51526649 0.49241991 0.57385686 0.58528993] [ 0.45053302 0.62829619 0.42098021 0.57675631 0.45492509] [ 0.41567044 0.70234404 0.32193107 0.64848015 0.40133396] [ 0.5171951 0.48718241 0.38366522 0.49655459 0.43633883] [ 0.55813423 0.44033397 0.50356299 0.49496714 0.448769 ] [ 0.49835585 0.57439023 0.48100588 0.6775338 0.3757928 ] [ 0.763583 0.55170597 0.46924392 0.30459544 0.30663112] [ 0.37885759 0.533036 0.45471077 0.69429858 0.51844865] [ 0.44077009 0.54568598 0.46753602 0.47483256 0.41663476] [ 0.3992165 0.61862486 0.4908497 0.48410962 0.37615546] [ 0.32781924 0.75292317 0.26668012 0.74957057 0.49081172] [ 0.17421331 0.69359113 0.45994141 0.787244 0.58608321] [ 0.76618223 0.40023372 0.42395959 0.25059689 0.34506734] [ 0.72191378 0.36679113 0.37748981 0.2511846 0.39644692] [ 0.67011619 0.43997701 0.40154604 0.35312178 0.5514541 ] [ 0.68445968 0.34706448 0.62262606 0.63053313 0.46771753] [ 0.50087082 0.37641151 0.62033943 0.66908537 0.51216118] [ 0.71008101 0.37322297 0.53968103 0.6224595 0.48606062] [ 0.28291946 0.58401391 0.51986473 0.71036769 0.52788346] [ 0.23532483 0.57878117 0.49036318 0.83464143 0.49407089] [ 0.5778575 0.45001423 0.51871773 0.54780866 0.46373171] [ 0.77083977 0.44752772 0.58202598 0.38067551 0.34045108] [ 0.51738215 0.52917524 0.45376224 0.61467928 0.65868933] [ 0.77449315 0.48941062 0.58957906 0.46034138 0.39479848] [ 0.36095803 0.43196472 0.53011478 0.74681662 0.69272387] [ 0.7636922 0.47697607 0.58815666 0.28724539 0.35079681] [ 0.80167793 0.37294944 0.5944478 0.36058444 0.35370509] [ 0.71552719 0.69830295 0.32218967 0.56492641 0.37933525] [ 0.61596912 0.48383307 0.4833217 0.43358313 0.36326975] [ 0.70129153 0.45163895 0.37660354 0.26868378 0.34354969] [ 0.72782283 0.65690743 0.34295939 0.54147517 0.4945692 ] [ 0.55668544 0.46657947 0.50001117 0.6319952 0.42113245] [ 0.74060714 0.52541628 0.42601148 0.32280326 0.41020341] [ 0.47914764 0.5445672 0.49696997 0.65280185 0.43195611] [ 0.50104394 0.50381429 0.37345918 0.48016609 0.52139978] [ 0.4156283 0.59763609 0.36262999 0.64344108 0.59186741] [ 0.63936196 0.47664238 0.38078577 0.44281062 0.33734693] [ 0.63912916 0.50345105 0.56724667 0.64061577 0.48126795] [ 0.3047791 0.55420059 0.38454757 0.69450098 0.57520471] [ 0.63149554 0.55246649 0.51511392 0.42072126 0.45267877] [ 0.71105715 0.60078946 0.48485711 0.59560078 0.47395753] [ 0.31920678 0.51248852 0.43629257 0.73232091 0.4608115 ] [ 0.49347682 0.45437021 0.4353142 0.80754692 0.57612523] [ 0.33176152 0.35790622 0.52847026 0.55875447 0.62869135] [ 0.64513708 0.47434712 0.51557938 0.59792544 0.37059215] [ 0.65223175 0.41563989 0.54199809 0.58204339 0.51875383] [ 0.39059495 0.4663642 0.50562115 0.77786704 0.52102699] [ 0.34159069 0.52960637 0.42796619 0.77149264 0.44505811] [ 0.6605524 0.54166591 0.37476817 0.33754819 0.38018278] [ 0.37218551 0.59240076 0.35226034 0.59030667 0.55434306] [ 0.35293081 0.71432746 0.35969277 0.77195895 0.37069622] [ 0.64541008 0.48158561 0.53699968 0.53874114 0.44694104] [ 0.78418626 0.41008094 0.5681768 0.35974605 0.4234468 ] [ 0.6522964 0.72418411 0.42195139 0.61358037 0.41186725] [ 0.77115048 0.38343891 0.47684104 0.25639009 0.36607677] [ 0.82639856 0.39180371 0.5419131 0.28613346 0.43802892] [ 0.58989602 0.60288652 0.46359897 0.58637469 0.53432045] [ 0.4352517 0.48203138 0.59341364 0.37352703 0.52151453] [ 0.83104904 0.37321223 0.50428286 0.23525662 0.44793815] [ 0.50490449 0.6720345 0.35346921 0.70119577 0.46651278] [ 0.71641673 0.50610539 0.47515746 0.22897282 0.52619967] [ 0.74657868 0.41532324 0.52887765 0.39019994 0.3826028 ] [ 0.73203128 0.45689381 0.67389098 0.32227301 0.45887153] [ 0.45536913 0.5370884 0.52144502 0.55531788 0.47588957] [ 0.55727133 0.40663671 0.51228007 0.38573432 0.52968165] [ 0.73172693 0.44070954 0.51131486 0.25930231 0.35517433] [ 0.30522189 0.5643964 0.37276438 0.77949638 0.46333972] [ 0.2854332 0.59762718 0.45114478 0.78240924 0.62187755] [ 0.51705799 0.59817679 0.54619225 0.54784718 0.47742444] [ 0.43771539 0.52827011 0.53277684 0.58615863 0.46346053] [ 0.50275642 0.38580639 0.48783527 0.41768773 0.4970509 ] [ 0.68389882 0.40261833 0.52886497 0.66062739 0.50010913] [ 0.68424652 0.38477087 0.70047446 0.44629141 0.4280247 ] [ 0.34419671 0.55190781 0.40752357 0.79737094 0.49443452] [ 0.2536443 0.65452825 0.52738742 0.70412035 0.71904627] [ 0.79922989 0.27837578 0.51972829 0.33517048 0.45960386] [ 0.44645738 0.67977981 0.49096178 0.67109093 0.42060212] [ 0.31331829 0.61735411 0.39910199 0.6425469 0.43270037] [ 0.58274294 0.44222112 0.48743741 0.4548274 0.50780984] [ 0.75668656 0.53171662 0.52483569 0.39881391 0.44332118] [ 0.34680124 0.69551826 0.3302425 0.63142981 0.53555995] [ 0.78487796 0.52001378 0.44696911 0.47485185 0.45617462] [ 0.78708713 0.37714989 0.42650654 0.24202864 0.32545712] [ 0.8285919 0.4362834 0.56482036 0.22685683 0.40717727] [ 0.61191041 0.54801381 0.52076661 0.55411189 0.55068088] [ 0.44224636 0.6138315 0.44543247 0.73535766 0.56616425] [ 0.45266453 0.7270216 0.27372622 0.51449037 0.46195738] [ 0.69376844 0.26506969 0.54964922 0.25981311 0.41000046] [ 0.80734123 0.34956135 0.5335034 0.49816542 0.3356027 ] [ 0.60228838 0.50106412 0.3990672 0.53748067 0.41568594] [ 0.60910253 0.54938134 0.47864626 0.41476453 0.47946053] [ 0.80100376 0.33736991 0.43497789 0.19485721 0.32230681] Progress: 60.4% ... Training loss: 0.413 ... Validation loss: 0.679[ 0.38684087 0.61387463 0.40482347 0.50466257 0.41610899] [ 0.61757135 0.47483168 0.46342552 0.50886084 0.57171497] [ 0.77117095 0.45012674 0.38461805 0.23988736 0.34913393] [ 0.30684975 0.63164769 0.43885718 0.78645482 0.47930197] [ 0.83895706 0.47067057 0.32140492 0.52145713 0.37928934] [ 0.47521936 0.55955105 0.56229085 0.36112083 0.55791138] [ 0.62124937 0.65277584 0.57768108 0.5290017 0.50696571] [ 0.81872181 0.42655859 0.55370424 0.26397011 0.35810984] [ 0.8339295 0.49171785 0.51697603 0.27000198 0.40367236] [ 0.69633084 0.55750931 0.40669188 0.53092596 0.50680745] [ 0.58595276 0.49180887 0.38308657 0.56018218 0.33228898] [ 0.53394582 0.58701229 0.44032403 0.63719583 0.39402768] [ 0.74551519 0.34353053 0.4513401 0.2740934 0.37587567] [ 0.8351613 0.4009453 0.55619215 0.35839592 0.39086842] [ 0.45965615 0.57728465 0.31092502 0.54250329 0.36476131] [ 0.50970926 0.4836282 0.45948874 0.55392491 0.4700449 ] [ 0.43695486 0.61679593 0.25774883 0.63009124 0.45241201] [ 0.65510626 0.37505076 0.69058695 0.36063647 0.45712204] [ 0.46148938 0.58794479 0.60972605 0.49955607 0.51072937] [ 0.4196486 0.72873409 0.27927329 0.72366925 0.57134247] [ 0.48506932 0.60108072 0.48854204 0.62662608 0.6041067 ] [ 0.45114164 0.57731436 0.55210199 0.61479129 0.59941208] [ 0.59438037 0.69152893 0.35754026 0.52683794 0.48361871] [ 0.61934703 0.62833444 0.30607635 0.5359 0.3705058 ] [ 0.74175953 0.55335655 0.34281667 0.50341165 0.36780168] [ 0.52609256 0.59021868 0.38963278 0.61105382 0.48979041] [ 0.3139097 0.69341403 0.33863552 0.70946568 0.56821468] [ 0.52423967 0.57777092 0.46071272 0.48817406 0.43804273] [ 0.52535271 0.65843789 0.49232197 0.65600066 0.60709655] [ 0.58778057 0.60606723 0.4321526 0.55845547 0.33585488] [ 0.64274843 0.61251895 0.35902801 0.64547128 0.53685243] [ 0.47256132 0.45902431 0.51724054 0.44267141 0.59901087] [ 0.71342286 0.37142437 0.4083924 0.31346229 0.32617615] [ 0.60736002 0.39246881 0.4183019 0.6860266 0.45977649] [ 0.53677314 0.46835397 0.48534094 0.4492779 0.46229964] [ 0.31402223 0.58620471 0.37010251 0.84527921 0.57417008] [ 0.45905582 0.59935529 0.49208414 0.47906316 0.53182297] [ 0.37478994 0.57457426 0.5590491 0.70743241 0.49200481] [ 0.58955471 0.43100761 0.57829191 0.54886945 0.34423111] [ 0.59597123 0.54684304 0.40420054 0.44293138 0.46615682] [ 0.72462349 0.46918364 0.3932219 0.43001681 0.37499097] [ 0.65303168 0.46036282 0.52302317 0.31808818 0.56084674] [ 0.52385746 0.5126696 0.53738004 0.71269625 0.45338491] [ 0.35071571 0.60416389 0.4774975 0.66133674 0.54924338] [ 0.55302621 0.47404706 0.52492816 0.61604008 0.45587918] [ 0.43075847 0.6957763 0.40306742 0.74086727 0.50090596] [ 0.56784503 0.49821507 0.45689045 0.32151378 0.42644979] [ 0.36960213 0.51414247 0.55722339 0.5147974 0.66318864] [ 0.58853799 0.42488476 0.41061509 0.36368555 0.47668316] [ 0.76725734 0.36932718 0.59898485 0.19702477 0.46702731] [ 0.82730299 0.38665636 0.56296282 0.19786514 0.42472206] [ 0.77374184 0.48780031 0.52292 0.41460933 0.41322466] [ 0.57305415 0.38759654 0.5132436 0.32131016 0.39686388] [ 0.7691987 0.40632569 0.56046048 0.32537989 0.46849864] [ 0.30675615 0.48432634 0.51679891 0.6857372 0.55206422] [ 0.62247501 0.46389973 0.39306407 0.31603967 0.28657837] [ 0.4503162 0.55872361 0.47624232 0.70970627 0.43121046] [ 0.63035844 0.55681475 0.50825508 0.27440195 0.46459309] [ 0.62964978 0.44782835 0.46685455 0.55770263 0.45619364] [ 0.50148253 0.52089568 0.51329546 0.48757666 0.62170031] [ 0.58067028 0.55741677 0.32368266 0.62889731 0.54645334] [ 0.40147377 0.44567511 0.55811226 0.65125264 0.54302272] [ 0.72509379 0.39769761 0.46420262 0.54475047 0.41881263] [ 0.47226229 0.50369279 0.42654752 0.57055874 0.42745582] [ 0.63655291 0.57676667 0.53582935 0.46566168 0.41232613] [ 0.47624527 0.46326817 0.5617626 0.66591897 0.46544493] [ 0.49919147 0.5417348 0.44317082 0.67274609 0.37423136] [ 0.5503023 0.55366246 0.43452676 0.26741069 0.40364991] [ 0.3401701 0.63885113 0.50386009 0.63156121 0.52797104] [ 0.33227712 0.57483686 0.53760337 0.72901685 0.64236556] [ 0.46892346 0.60076939 0.552654 0.60150737 0.47941545] [ 0.38448639 0.69425263 0.53040862 0.75844789 0.65536487] [ 0.60896472 0.5098559 0.45097451 0.57633889 0.37097081] [ 0.32525692 0.68444938 0.28818572 0.70259574 0.52636698] [ 0.39173702 0.44766906 0.53179966 0.47658699 0.60689412] [ 0.74239914 0.43707479 0.56778259 0.55240975 0.43096885] [ 0.56807392 0.48066629 0.61933401 0.61184085 0.42354028] [ 0.53068994 0.51400511 0.43625618 0.40068159 0.36807493] [ 0.7235687 0.3186912 0.6283682 0.41372903 0.42800257] [ 0.63331014 0.53360783 0.50831333 0.39916973 0.35685066] [ 0.44720496 0.47987963 0.61528867 0.62410363 0.52693162] [ 0.63919897 0.44688071 0.56241984 0.36643661 0.56285685] [ 0.57482326 0.47847626 0.49027621 0.51954343 0.41618619] [ 0.38710774 0.55068956 0.4326283 0.78515384 0.52610428] [ 0.35261134 0.46864962 0.3384027 0.7768679 0.48716572] [ 0.59709154 0.64360495 0.42111681 0.51266632 0.41534117] [ 0.55119037 0.53304095 0.50448519 0.42520759 0.39424119] [ 0.27815294 0.70544596 0.32253181 0.79189279 0.63172503] [ 0.38645527 0.55001069 0.49736767 0.68178038 0.68358925] [ 0.48997197 0.44329319 0.59980022 0.54533291 0.40385056] [ 0.65220907 0.38203827 0.61104852 0.56526288 0.44014155] [ 0.69631426 0.48635703 0.43952703 0.35003897 0.56240595] [ 0.33748922 0.4844478 0.49116278 0.67533525 0.62207705] [ 0.71223028 0.4215026 0.47701829 0.29184714 0.40174172] [ 0.75771564 0.54040685 0.63645401 0.40253441 0.42014991] [ 0.43172647 0.48074315 0.483235 0.78261031 0.53217368] [ 0.53953825 0.62872821 0.35482702 0.32989554 0.42142343] [ 0.61481384 0.46840833 0.41364035 0.27517605 0.28202293] [ 0.50014533 0.6090786 0.3419407 0.34537617 0.41993812] [ 0.67621142 0.3569307 0.35359847 0.34966244 0.39386149] [ 0.57246002 0.48740912 0.43528533 0.46141853 0.31209051] [ 0.69254369 0.39751951 0.55926236 0.59133603 0.37698961] [ 0.74053952 0.45814903 0.64759559 0.30994914 0.46831768] [ 0.44119032 0.36905678 0.53258817 0.56078194 0.46712347] [ 0.56410798 0.47678176 0.44134705 0.72058713 0.39129591] [ 0.35146395 0.66679052 0.2896109 0.70429264 0.5462172 ] [ 0.38019701 0.54604386 0.33470614 0.67382462 0.48825018] [ 0.64487897 0.51356218 0.39330427 0.35171669 0.28372035] [ 0.6709291 0.58839246 0.46042216 0.50285852 0.3453143 ] [ 0.48551519 0.54420228 0.58146791 0.53789901 0.63596417] [ 0.45426199 0.59085349 0.36058415 0.57530327 0.46729899] [ 0.66037904 0.48733116 0.49857482 0.34672 0.38030257] [ 0.53160814 0.55086283 0.38952324 0.39600643 0.43051554] [ 0.4136188 0.51371214 0.46849267 0.71250177 0.59440456] [ 0.70056129 0.69852471 0.29332391 0.53976834 0.39025214] [ 0.45504736 0.54067854 0.59284528 0.48745985 0.5545296 ] [ 0.81004065 0.52356334 0.57821063 0.33270462 0.40923918] [ 0.57465571 0.63548111 0.39185899 0.55166151 0.37308758] [ 0.33816607 0.65245154 0.43428409 0.77205785 0.42956855] [ 0.3689345 0.70050548 0.31914399 0.69223513 0.47770727] [ 0.5621938 0.47152982 0.40002584 0.39516759 0.48355038] [ 0.72039028 0.38960247 0.66380213 0.36973566 0.51601767] [ 0.56243763 0.38376269 0.43244314 0.49370219 0.39049859] [ 0.60718569 0.56690915 0.46438574 0.54274919 0.3521073 ] [ 0.65209739 0.59299826 0.46245658 0.39432016 0.3758723 ] [ 0.64097686 0.53291984 0.54313355 0.4813819 0.37228995] [ 0.56690827 0.53506006 0.39987222 0.37825612 0.43241016] [ 0.59415124 0.43979271 0.63265251 0.40874807 0.44398944] Progress: 60.5% ... Training loss: 0.413 ... Validation loss: 0.678[ 0.39876964 0.54662436 0.44611448 0.75823469 0.51202762] [ 0.18716744 0.68983805 0.32688139 0.68994069 0.6607022 ] [ 0.48430309 0.47901891 0.491718 0.52436549 0.49778456] [ 0.41522765 0.59280316 0.42117241 0.80181604 0.50015083] [ 0.51249878 0.58762744 0.43668009 0.70307831 0.6039453 ] [ 0.42280255 0.600777 0.34035407 0.55068348 0.47166039] [ 0.57480863 0.65752801 0.41741969 0.68483658 0.55930159] [ 0.49476392 0.55167919 0.57981825 0.58928503 0.53449461] [ 0.74842651 0.47051144 0.47038325 0.29620846 0.40429956] [ 0.65359208 0.56917605 0.50512593 0.44739668 0.57735998] [ 0.66838324 0.41574888 0.49098602 0.14587666 0.3386443 ] [ 0.33209534 0.42491347 0.51642284 0.82203697 0.66774445] [ 0.74400674 0.44559909 0.47470512 0.44303484 0.52561998] [ 0.62232056 0.3598909 0.47814857 0.61812299 0.3967853 ] [ 0.49417586 0.63543551 0.48471377 0.62917215 0.46858146] [ 0.57898535 0.55418978 0.51162347 0.48143457 0.40863331] [ 0.46312463 0.57108418 0.34875801 0.65044023 0.3892201 ] [ 0.7650223 0.40429581 0.57335879 0.57792531 0.38421299] [ 0.79377731 0.35112703 0.61722115 0.22800592 0.49717969] [ 0.51728993 0.58281948 0.59159016 0.58234965 0.44069797] [ 0.66392669 0.52321065 0.59765015 0.32853127 0.4758189 ] [ 0.71612695 0.46870487 0.4758175 0.43667192 0.45146249] [ 0.50920717 0.4220333 0.48225736 0.21735201 0.45342752] [ 0.80195555 0.40251816 0.56595933 0.20102596 0.26676517] [ 0.48002367 0.53691983 0.45365418 0.686113 0.34198849] [ 0.598646 0.42679015 0.62653509 0.30648766 0.50389336] [ 0.3442645 0.63854208 0.31849974 0.67676731 0.56368017] [ 0.3978908 0.5968583 0.51775309 0.7130914 0.60199458] [ 0.59898826 0.55124281 0.51283869 0.47466294 0.40974497] [ 0.48487127 0.65721078 0.41283371 0.6841413 0.42726924] [ 0.52500697 0.48288305 0.42009461 0.54924692 0.29363183] [ 0.61278354 0.4465764 0.30334476 0.40082601 0.42195953] [ 0.56370324 0.65973064 0.36544942 0.42786738 0.33086049] [ 0.53276923 0.72659127 0.28091341 0.66760078 0.51427178] [ 0.53988342 0.44442416 0.59396749 0.3223038 0.52855435] [ 0.44815361 0.56633286 0.51740451 0.66583878 0.41222895] [ 0.50126348 0.53999979 0.45180882 0.5368283 0.52204835] [ 0.62304298 0.60345945 0.28640211 0.5381744 0.33702323] [ 0.71489483 0.38928386 0.63849218 0.43131198 0.45617661] [ 0.22867193 0.69161061 0.29313275 0.77839327 0.45397192] [ 0.64219263 0.55760668 0.36610517 0.31232533 0.34067717] [ 0.43468024 0.5540432 0.45355375 0.53949779 0.47028984] [ 0.41769246 0.43109288 0.45563886 0.86383349 0.60988809] [ 0.80680484 0.32631297 0.47869198 0.21806385 0.43491376] [ 0.70032452 0.5150527 0.38917568 0.26311482 0.28155147] [ 0.60654343 0.39964002 0.43043959 0.43512417 0.53516726] [ 0.32103828 0.50396929 0.50279312 0.80183675 0.62052139] [ 0.52544784 0.47691621 0.50175383 0.40939546 0.5930559 ] [ 0.81599223 0.41645382 0.61801614 0.25112932 0.45241008] [ 0.38207915 0.62644508 0.53586913 0.65670721 0.54522438] [ 0.72409277 0.331146 0.57424832 0.30625798 0.44725807] [ 0.22175897 0.67046966 0.36460113 0.85912387 0.56034771] [ 0.56251455 0.46852119 0.47988903 0.59503327 0.44597384] [ 0.77590114 0.39037811 0.52946867 0.2362778 0.44755673] [ 0.39719946 0.5416079 0.32382114 0.67985092 0.63011835] [ 0.4880009 0.64995502 0.34586862 0.58149029 0.45339946] [ 0.42946803 0.68699181 0.44304427 0.50019538 0.38714687] [ 0.84511445 0.40355809 0.52398952 0.22742588 0.43470476] [ 0.62301365 0.5028383 0.49835674 0.23762344 0.47855839] [ 0.45866366 0.562311 0.39143881 0.67003136 0.41166498] [ 0.59867215 0.50882901 0.41806393 0.37271852 0.47674691] [ 0.58027401 0.61131905 0.3969125 0.57745107 0.48852565] [ 0.67166586 0.40694117 0.50239423 0.30230276 0.39185147] [ 0.68991521 0.46487293 0.49991412 0.20649532 0.44761184] [ 0.5399032 0.59821039 0.42599266 0.4651621 0.46341504] [ 0.57170102 0.49800092 0.51178171 0.3994175 0.52532617] [ 0.65044234 0.45807888 0.48159632 0.33710476 0.44069709] [ 0.23298505 0.70248391 0.32039237 0.68469625 0.49449677] [ 0.48622728 0.47397783 0.44230331 0.52505544 0.50114894] [ 0.32202944 0.58579874 0.36800407 0.82381875 0.53479283] [ 0.45767245 0.59162852 0.51162586 0.42207361 0.50391795] [ 0.6794125 0.57654946 0.45419828 0.47635751 0.3335066 ] [ 0.47111566 0.57026185 0.41729034 0.70666289 0.31975516] [ 0.40544698 0.69111675 0.35340489 0.71246714 0.36501908] [ 0.17400079 0.69382988 0.45978875 0.78740846 0.58627421] [ 0.72349396 0.46545076 0.60120835 0.34996206 0.37072707] [ 0.35078772 0.69774921 0.35624238 0.75277192 0.57813791] [ 0.4096848 0.68510724 0.28952065 0.61168694 0.5097312 ] [ 0.56671249 0.59268921 0.3420545 0.55433608 0.47550451] [ 0.76532955 0.33611837 0.56103692 0.49353164 0.40021874] [ 0.72972034 0.45480451 0.59700076 0.47042249 0.4424956 ] [ 0.45753564 0.48867026 0.52397603 0.6505689 0.4939818 ] [ 0.65405751 0.51345339 0.35981878 0.51613744 0.44952894] [ 0.53648148 0.46852045 0.48528013 0.44942542 0.46235522] [ 0.60730898 0.41249135 0.46367611 0.50565016 0.54467167] [ 0.82951429 0.43288909 0.46162968 0.37905264 0.37232402] [ 0.48206997 0.44501538 0.45463226 0.50809791 0.43749813] [ 0.42996841 0.53235188 0.45688411 0.43507256 0.44681617] [ 0.2692748 0.73610637 0.36929409 0.74819087 0.62937028] [ 0.3667942 0.51944487 0.57627365 0.62537538 0.61887711] [ 0.51403705 0.45621234 0.40968497 0.58638793 0.44895604] [ 0.53198391 0.6627502 0.47191053 0.57303609 0.37753149] [ 0.54952897 0.53082135 0.49234557 0.73894934 0.42321322] [ 0.61974132 0.2991852 0.51029787 0.46824198 0.34472653] [ 0.61356477 0.57008713 0.47871776 0.47318195 0.40975829] [ 0.5994272 0.42427488 0.4337537 0.48082953 0.40709747] [ 0.56811441 0.57911038 0.49527363 0.41903962 0.43702714] [ 0.53365286 0.45000686 0.49692729 0.63524484 0.41721515] [ 0.54616613 0.5074919 0.55015465 0.7301825 0.34872606] [ 0.72269186 0.48498903 0.44347213 0.34526669 0.42063014] [ 0.82093079 0.49678529 0.49053973 0.32529639 0.4407089 ] [ 0.56770763 0.62718765 0.49938676 0.5042762 0.36563857] [ 0.53632731 0.54282423 0.31539993 0.72570909 0.42070369] [ 0.78308188 0.52583914 0.53349312 0.19581928 0.44159032] [ 0.5435867 0.48796235 0.38512809 0.280687 0.37826937] [ 0.51221156 0.47540764 0.61541154 0.61377216 0.44986318] [ 0.53937516 0.57858508 0.49275761 0.36765455 0.5293303 ] [ 0.22276424 0.57277559 0.36243525 0.82169911 0.5132669 ] [ 0.68007769 0.37228716 0.6777427 0.45690516 0.4526702 ] [ 0.19346279 0.58667644 0.52688722 0.84570793 0.61158441] [ 0.6311694 0.5379893 0.48121253 0.54243438 0.55068292] [ 0.73106386 0.47416663 0.69643927 0.3468256 0.38065839] [ 0.51337236 0.69678495 0.44472215 0.67536181 0.44660808] [ 0.40546542 0.47502752 0.48364011 0.53765151 0.47302396] [ 0.64322571 0.51012198 0.51930598 0.27329441 0.42630584] [ 0.8644188 0.43128402 0.54698995 0.26745454 0.36949104] [ 0.48222535 0.62606247 0.38787352 0.55187025 0.38858665] [ 0.67120465 0.51811965 0.60342407 0.72033487 0.46609629] [ 0.72165377 0.44473268 0.59222976 0.51854365 0.42582932] [ 0.71811384 0.38837991 0.6508925 0.32330564 0.45295222] [ 0.52776693 0.64406894 0.46363519 0.73184226 0.57143907] [ 0.68104411 0.4614563 0.36441569 0.38501989 0.37087017] [ 0.69397259 0.46402168 0.65259587 0.66236215 0.424438 ] [ 0.32265754 0.58721371 0.49236665 0.736131 0.48111648] [ 0.54284786 0.54854812 0.53808725 0.4886418 0.44202032] [ 0.72237943 0.53881254 0.5454134 0.44425327 0.50708282] [ 0.82910789 0.33410136 0.57186118 0.17237225 0.4501209 ] [ 0.57602355 0.58343205 0.62063998 0.49581071 0.59075583] Progress: 60.5% ... Training loss: 0.413 ... Validation loss: 0.678[ 0.29386255 0.62655084 0.45640683 0.83342784 0.54710207] [ 0.65698893 0.57511339 0.56665184 0.59517628 0.46941439] [ 0.6819044 0.65448618 0.29350225 0.53167056 0.36421323] [ 0.65878963 0.6050445 0.53999383 0.4241406 0.5592911 ] [ 0.49621036 0.4826186 0.55486209 0.5533401 0.46366674] [ 0.68057093 0.52480964 0.50123395 0.40310118 0.33573596] [ 0.6837717 0.59960601 0.38429956 0.58330997 0.35117855] [ 0.72368586 0.38998318 0.62159802 0.40964069 0.4046418 ] [ 0.69344108 0.50756994 0.51527158 0.24029343 0.42951752] [ 0.77077493 0.58313383 0.43429015 0.43620234 0.31298471] [ 0.55576797 0.37862896 0.63619033 0.31429853 0.52673052] [ 0.56608078 0.51522969 0.56039371 0.59058827 0.43626457] [ 0.45035047 0.49567598 0.41447507 0.49757319 0.38643558] [ 0.62092965 0.6385568 0.35552021 0.55499286 0.34805841] [ 0.58397722 0.47376781 0.59607428 0.49560031 0.42099726] [ 0.56299476 0.53538512 0.47329276 0.68336031 0.42293164] [ 0.41201493 0.70772323 0.3811805 0.73097157 0.46395364] [ 0.69497621 0.45971432 0.55970356 0.52194688 0.37703267] [ 0.66451467 0.63921434 0.44710422 0.56668857 0.34233694] [ 0.76987386 0.46764053 0.6332608 0.26958772 0.52163145] [ 0.51784945 0.49458597 0.40568789 0.78880184 0.45788202] [ 0.55514963 0.52971212 0.49086212 0.26777823 0.34087962] [ 0.58627012 0.50081783 0.68235529 0.61073883 0.48181369] [ 0.74493595 0.29960129 0.56466219 0.4004142 0.35440847] [ 0.51543733 0.53515055 0.54514136 0.61529506 0.55432805] [ 0.70758605 0.46990175 0.40052172 0.32453555 0.32881331] [ 0.7597405 0.41145576 0.59102083 0.27531942 0.44039459] [ 0.78030342 0.39439139 0.57982158 0.29065948 0.41308402] [ 0.33054236 0.55516784 0.51486247 0.79831076 0.65694923] [ 0.75490683 0.32860727 0.5068209 0.35987315 0.44769002] [ 0.62327257 0.50905724 0.50257718 0.36667395 0.57552755] [ 0.67296731 0.41173973 0.5486307 0.35335171 0.49876828] [ 0.38757181 0.63759492 0.45640685 0.59695946 0.43754476] [ 0.66947474 0.51917803 0.39861619 0.4034923 0.3859746 ] [ 0.41097165 0.49571575 0.46379879 0.64687818 0.39228925] [ 0.38810429 0.53797954 0.53161158 0.75034768 0.45725041] [ 0.66914911 0.56022659 0.51259799 0.44738451 0.43784206] [ 0.4197048 0.57109003 0.4816901 0.69985437 0.53007817] [ 0.72862153 0.43393324 0.40795179 0.29203685 0.34771641] [ 0.53112676 0.57399234 0.46388001 0.48119444 0.53683436] [ 0.40218049 0.42309392 0.47893181 0.70482592 0.56106175] [ 0.62162119 0.50379299 0.37625248 0.56486295 0.38839169] [ 0.54969868 0.44213232 0.66673117 0.36119264 0.44713122] [ 0.49818527 0.50045655 0.49171337 0.66918692 0.53873822] [ 0.71645562 0.45767696 0.40782497 0.24227849 0.35130776] [ 0.66459985 0.48797876 0.55669344 0.45824729 0.44631069] [ 0.71860823 0.42301359 0.49818063 0.37634688 0.3690223 ] [ 0.27514832 0.69409889 0.39380147 0.72406606 0.51844103] [ 0.67123869 0.48182886 0.52947175 0.49816536 0.44041587] [ 0.40447247 0.64772829 0.47614506 0.58368429 0.52293888] [ 0.40283907 0.62168612 0.39152451 0.47625239 0.4195843 ] [ 0.43479485 0.62386539 0.35201611 0.73112393 0.49828972] [ 0.4950155 0.59997378 0.47059824 0.6713936 0.59482723] [ 0.4963731 0.63190469 0.41041164 0.52769537 0.50615187] [ 0.62873632 0.38639218 0.47875464 0.59625294 0.39926269] [ 0.40454181 0.54321305 0.61474784 0.40200167 0.60323267] [ 0.5789174 0.53061208 0.51674433 0.79507723 0.54246353] [ 0.37689407 0.64325255 0.41695555 0.63777016 0.52467571] [ 0.7098223 0.38849674 0.70206605 0.24601344 0.47234073] [ 0.65007752 0.63545042 0.51205632 0.56364512 0.46809416] [ 0.69476177 0.41343008 0.57782835 0.26651903 0.4053164 ] [ 0.33958364 0.59253972 0.53851932 0.76370783 0.47531833] [ 0.72519595 0.52610334 0.45877848 0.39993247 0.31013375] [ 0.61436712 0.60140952 0.38229701 0.65377974 0.42608055] [ 0.55563425 0.47430755 0.43488623 0.46550139 0.31095706] [ 0.48315735 0.36101267 0.58810946 0.37816407 0.70816429] [ 0.25280323 0.57824722 0.41769681 0.66618398 0.52517607] [ 0.80612688 0.46700273 0.61589441 0.30652065 0.38888442] [ 0.62692618 0.43310646 0.50605281 0.54662146 0.62656605] [ 0.42953905 0.65565403 0.40653092 0.71964912 0.48362748] [ 0.70109348 0.40745162 0.54391218 0.31314512 0.42971223] [ 0.66106687 0.53192712 0.50226446 0.40600009 0.30786092] [ 0.31340214 0.6929816 0.4770123 0.77475155 0.56717082] [ 0.53441315 0.59763031 0.45667007 0.49871827 0.46902185] [ 0.44073944 0.58178514 0.56757338 0.54578176 0.54307939] [ 0.47822147 0.54648438 0.47181992 0.50089436 0.40056654] [ 0.8342192 0.39461286 0.48051593 0.2456823 0.29305687] [ 0.45917341 0.67916385 0.4898747 0.64381797 0.47129394] [ 0.65435731 0.50701903 0.44706025 0.62864959 0.34064402] [ 0.46729283 0.62498584 0.49938711 0.60820512 0.39912324] [ 0.79286652 0.35723496 0.67724474 0.45159318 0.34788225] [ 0.30938926 0.44043078 0.48881621 0.89942735 0.63764556] [ 0.38932263 0.65907426 0.22685002 0.69200255 0.47793154] [ 0.41634384 0.64360848 0.43652001 0.65903826 0.53519925] [ 0.51029032 0.40758151 0.54585064 0.40613134 0.3309364 ] [ 0.38586378 0.54561554 0.52086311 0.48837552 0.47205073] [ 0.71767187 0.48134276 0.6130223 0.37613465 0.46486013] [ 0.64051036 0.55873 0.44748787 0.34703368 0.42985886] [ 0.44409822 0.54953295 0.43193778 0.43710952 0.61933925] [ 0.56299078 0.51541419 0.52716351 0.70685123 0.39666239] [ 0.75473379 0.42051395 0.53888454 0.54686224 0.42461603] [ 0.65151563 0.34251796 0.44382937 0.62685516 0.37179854] [ 0.70863475 0.42696226 0.5663476 0.46389166 0.43815941] [ 0.65442625 0.33147689 0.75334872 0.47806652 0.4330003 ] [ 0.7485576 0.42118267 0.56661509 0.16250457 0.4730529 ] [ 0.76872035 0.34970026 0.60978216 0.4837554 0.41840477] [ 0.53856963 0.56178374 0.48548054 0.53109256 0.43263617] [ 0.55174842 0.52869587 0.5810182 0.37402204 0.41154608] [ 0.35492848 0.70915958 0.46401904 0.67855568 0.41893761] [ 0.61469046 0.4171745 0.46107398 0.4812204 0.4564692 ] [ 0.52033959 0.49687455 0.47908156 0.28889905 0.4288727 ] [ 0.79407078 0.42816986 0.52633553 0.20111234 0.37988078] [ 0.79414944 0.42784751 0.46468573 0.2208704 0.29048767] [ 0.72413656 0.48111893 0.54312407 0.38764229 0.35788275] [ 0.80919003 0.29926667 0.5169359 0.58294309 0.36231272] [ 0.66310879 0.52622495 0.53178862 0.22110546 0.60501378] [ 0.70806535 0.5740622 0.5046021 0.40280058 0.37158456] [ 0.4453344 0.59218743 0.46802234 0.63384496 0.5274365 ] [ 0.7839116 0.41049721 0.56799769 0.35993788 0.42359544] [ 0.29858819 0.4684986 0.41423212 0.81573401 0.52261982] [ 0.56072178 0.45321939 0.48683399 0.77713399 0.48558048] [ 0.3434177 0.53085903 0.4649261 0.60062006 0.51573442] [ 0.49609074 0.6109498 0.2648015 0.5131952 0.43427566] [ 0.77443102 0.49313067 0.55493111 0.24200716 0.55302749] [ 0.64397393 0.47669823 0.60568123 0.55824714 0.46778838] [ 0.79665463 0.50234949 0.48019277 0.27551407 0.42891411] [ 0.50542461 0.66097035 0.49227141 0.55456085 0.41184711] [ 0.65001131 0.49822734 0.46222184 0.36975917 0.47276415] [ 0.70798663 0.34039637 0.54957022 0.21411271 0.37747258] [ 0.64017112 0.51401171 0.35124258 0.71188319 0.51945744] [ 0.54283222 0.47620412 0.50824091 0.44697135 0.50811 ] [ 0.36121072 0.61870349 0.43149518 0.63105997 0.50538014] [ 0.48104949 0.55306527 0.35158189 0.68263647 0.5047234 ] [ 0.70670817 0.49993823 0.53022415 0.25112087 0.43225373] [ 0.4634575 0.54512885 0.55818478 0.3580715 0.46298421] [ 0.50336108 0.46270755 0.48758395 0.39986029 0.62126166] [ 0.53269585 0.54473914 0.48672002 0.70136247 0.40070504] [ 0.62831319 0.49378104 0.50912659 0.31045038 0.55394858] Progress: 60.5% ... Training loss: 0.413 ... Validation loss: 0.679[ 0.62627342 0.53164528 0.4408988 0.45588897 0.39958863] [ 0.2874357 0.61934274 0.45231365 0.73460986 0.54317178] [ 0.41282055 0.54498319 0.53481741 0.72715226 0.52199671] [ 0.66251752 0.64533251 0.58779498 0.42149785 0.50252453] [ 0.28316429 0.71870853 0.42140656 0.73125433 0.60468439] [ 0.69106495 0.64148774 0.36820559 0.46773666 0.45681287] [ 0.60749951 0.636284 0.42573706 0.51595264 0.4019967 ] [ 0.27373958 0.52890665 0.50166423 0.72655324 0.53741938] [ 0.81107518 0.40536372 0.5345887 0.35143922 0.31263662] [ 0.38675205 0.57127261 0.54958736 0.54191838 0.59427473] [ 0.40725517 0.61607855 0.35032166 0.55023196 0.43537934] [ 0.49611572 0.55105755 0.58004082 0.5884983 0.53429025] [ 0.6693103 0.46283118 0.42238433 0.63229406 0.31771252] [ 0.58187959 0.49922513 0.4489902 0.59361809 0.57136069] [ 0.48191642 0.54503683 0.37850602 0.5062847 0.40563967] [ 0.6110629 0.50542042 0.62215323 0.38868895 0.43578051] [ 0.75592213 0.50971297 0.49304475 0.34401018 0.54994711] [ 0.38800199 0.59473567 0.38167298 0.34664486 0.53865548] [ 0.70543788 0.51720153 0.40216275 0.26828721 0.3637231 ] [ 0.2774535 0.69273125 0.39311536 0.67763977 0.58616463] [ 0.36846457 0.70103953 0.30180634 0.69291671 0.42986383] [ 0.78561214 0.54654457 0.48322733 0.53963017 0.3827493 ] [ 0.31181073 0.72437068 0.40440407 0.6724567 0.41453766] [ 0.75548422 0.40355174 0.61992449 0.53028432 0.43364538] [ 0.55437758 0.34029725 0.45248355 0.45988215 0.59277512] [ 0.56692546 0.57006115 0.43851798 0.50762386 0.48257318] [ 0.37799962 0.67943631 0.38957458 0.49777183 0.4942328 ] [ 0.439566 0.58057101 0.55844603 0.7711684 0.461405 ] [ 0.73811324 0.64416932 0.50483335 0.41913313 0.49598223] [ 0.33171892 0.53292353 0.53914667 0.81187072 0.63493846] [ 0.86856877 0.35319162 0.44113811 0.35579416 0.37536241] [ 0.5741774 0.49474576 0.39276157 0.61605907 0.3706664 ] [ 0.70025979 0.55896525 0.37359413 0.34061727 0.34976603] [ 0.82347946 0.41106765 0.57105775 0.29923004 0.45217408] [ 0.39410707 0.62569277 0.45362087 0.49545935 0.62238528] [ 0.38518917 0.57715075 0.35122046 0.82317542 0.47732696] [ 0.51231185 0.50125503 0.50988874 0.5349646 0.4394924 ] [ 0.42056142 0.6303784 0.3248775 0.59101724 0.48896054] [ 0.73656807 0.36585105 0.62303703 0.35474023 0.40173304] [ 0.49643318 0.57697612 0.36658526 0.68438918 0.59164929] [ 0.8019119 0.45136152 0.47769069 0.29107935 0.29423785] [ 0.58686254 0.50048531 0.68245908 0.6103095 0.48170512] [ 0.41968891 0.4823967 0.47237715 0.51810037 0.58498723] [ 0.53192315 0.45994603 0.46274191 0.33835182 0.50279217] [ 0.71704323 0.33398594 0.65027624 0.26247351 0.56338316] [ 0.41014086 0.6176123 0.37242927 0.58865729 0.56869628] [ 0.65015273 0.39397421 0.54105713 0.39456899 0.44514375] [ 0.2654956 0.46349235 0.45704706 0.8403492 0.64432588] [ 0.48056732 0.53247355 0.5525741 0.81294259 0.60791739] [ 0.62159179 0.38430623 0.5592461 0.54237026 0.4698454 ] [ 0.41450066 0.55505755 0.36605764 0.57123241 0.44790935] [ 0.64257145 0.55744348 0.36615934 0.31198556 0.34062931] [ 0.38868499 0.59794795 0.35418544 0.67073976 0.55316638] [ 0.34689079 0.69121546 0.50974019 0.62410625 0.43955456] [ 0.53994863 0.51604984 0.53700841 0.66794636 0.36353763] [ 0.30705787 0.6452383 0.47724473 0.6129415 0.45640083] [ 0.34024078 0.46336643 0.35570753 0.73228863 0.52008726] [ 0.37086916 0.597585 0.35433268 0.73695002 0.56249639] [ 0.72049973 0.4333856 0.54046661 0.26466454 0.39609652] [ 0.4230585 0.56501059 0.54877432 0.58917858 0.61015824] [ 0.66640446 0.50911659 0.55288366 0.36113316 0.47934016] [ 0.3503202 0.72459581 0.3223341 0.73887539 0.60769137] [ 0.32823361 0.62575371 0.50819584 0.75480241 0.57889075] [ 0.61513877 0.67341839 0.3181833 0.50821799 0.33508624] [ 0.59088353 0.41038477 0.66625645 0.35554256 0.5124684 ] [ 0.5327079 0.389966 0.51443792 0.35582853 0.45527393] [ 0.60144177 0.44971236 0.49318062 0.39777433 0.42881355] [ 0.40024098 0.49970225 0.50273976 0.70950722 0.54948819] [ 0.70023515 0.48947777 0.65202355 0.496256 0.42007318] [ 0.51752555 0.63395069 0.45745176 0.72478333 0.42465047] [ 0.57996394 0.49843831 0.4292505 0.51165736 0.4951315 ] [ 0.33642666 0.49155424 0.42639089 0.75593768 0.64899942] [ 0.30754131 0.6964562 0.3709727 0.612588 0.4611098 ] [ 0.7169242 0.51433888 0.36687105 0.3292988 0.38064213] [ 0.30974138 0.71218566 0.28732929 0.73536805 0.62613937] [ 0.59432057 0.37777442 0.62810902 0.29250365 0.59176492] [ 0.44589111 0.49687498 0.63341936 0.53762945 0.64227826] [ 0.31489182 0.69293065 0.33880638 0.70869041 0.56809018] [ 0.33992591 0.63932859 0.51989546 0.61749404 0.46958458] [ 0.77227052 0.561093 0.37676928 0.33620971 0.38532938] [ 0.19327176 0.65921629 0.46193287 0.70756854 0.56993264] [ 0.43876265 0.66944139 0.27380811 0.70504764 0.53901227] [ 0.67640858 0.64095856 0.32672283 0.56487959 0.53099328] [ 0.43754682 0.53387255 0.51202851 0.53618518 0.55934626] [ 0.80014176 0.46464063 0.42701229 0.3647523 0.487539 ] [ 0.42032877 0.72046846 0.30705144 0.62866699 0.45196041] [ 0.55028363 0.5764025 0.58504496 0.54337946 0.45741748] [ 0.62181743 0.53649373 0.43458403 0.29380413 0.59647659] [ 0.47996899 0.44470232 0.48461298 0.77317328 0.46332391] [ 0.59149019 0.42731307 0.6339527 0.35533953 0.49995018] [ 0.41274639 0.64250327 0.46936418 0.71485422 0.61751727] [ 0.75344065 0.48130194 0.40310548 0.62589856 0.38385106] [ 0.6305524 0.46980343 0.52380878 0.70188767 0.39090264] [ 0.52014236 0.43116674 0.55614409 0.72298799 0.59656039] [ 0.45039441 0.42602692 0.46349336 0.80767244 0.58177174] [ 0.65589795 0.44579546 0.62463543 0.65141648 0.44469802] [ 0.17490436 0.67681322 0.37741686 0.88236352 0.51623747] [ 0.77595153 0.46881718 0.4072313 0.28880221 0.31920215] [ 0.34730019 0.56020818 0.52599741 0.70575637 0.66326409] [ 0.6832576 0.49640618 0.56824359 0.5504728 0.49784845] [ 0.74625835 0.42579956 0.55985672 0.28029774 0.52515014] [ 0.4105266 0.59188574 0.43038003 0.78489525 0.56269152] [ 0.66251752 0.64533251 0.58779498 0.42149785 0.50252453] [ 0.78637603 0.42424555 0.59399562 0.25033384 0.48556646] [ 0.50341836 0.4156776 0.48901114 0.74789109 0.5781543 ] [ 0.61472257 0.44368338 0.61035963 0.43197222 0.34110991] [ 0.48405436 0.64374844 0.51727247 0.43705897 0.47580308] [ 0.38340299 0.60708948 0.41762469 0.51812656 0.53305714] [ 0.70440528 0.53707199 0.66672325 0.47181334 0.44777929] [ 0.66364202 0.59976697 0.44663751 0.42733703 0.35907744] [ 0.32456219 0.60299758 0.501337 0.7341771 0.55616952] [ 0.45813301 0.6107613 0.37409314 0.4612495 0.40637471] [ 0.71271848 0.48145535 0.51557227 0.44557828 0.42382284] [ 0.51977894 0.50008575 0.51077546 0.48837643 0.42057524] [ 0.34204113 0.6721572 0.42884693 0.62336286 0.40617146] [ 0.36592677 0.60536238 0.53271702 0.83022558 0.54779769] [ 0.64279792 0.57341558 0.45882726 0.59374365 0.46868547] [ 0.5732081 0.43764053 0.54364838 0.53375823 0.41046098] [ 0.74725842 0.5617554 0.41209891 0.33373761 0.52345657] [ 0.35490419 0.67694203 0.28677674 0.81731606 0.56957117] [ 0.53637839 0.53455201 0.43286118 0.49384862 0.51582274] [ 0.36761155 0.64596259 0.32000939 0.66966085 0.47816077] [ 0.85953992 0.40602239 0.56991871 0.21017779 0.29431901] [ 0.5858187 0.43691572 0.52852253 0.48217625 0.34267491] [ 0.29328029 0.60263528 0.46957098 0.66367396 0.53220157] [ 0.70638126 0.49120597 0.47815172 0.62004257 0.50127908] [ 0.72099287 0.38550648 0.45987506 0.43604552 0.53202369] [ 0.43517221 0.50619287 0.57543399 0.72106444 0.5118713 ] Progress: 60.6% ... Training loss: 0.412 ... Validation loss: 0.678[ 0.52996126 0.54594494 0.51063539 0.62576321 0.56693234] [ 0.48740602 0.5641052 0.4520541 0.43525669 0.54065814] [ 0.76979462 0.50642815 0.44901603 0.36922047 0.33531091] [ 0.15569313 0.73334136 0.31415684 0.70565635 0.54043265] [ 0.42558218 0.54317705 0.39852498 0.57023179 0.49127152] [ 0.79470793 0.37353861 0.55924591 0.41226145 0.4219014 ] [ 0.54870223 0.52458368 0.50897533 0.67720856 0.41239987] [ 0.46591711 0.46340572 0.59468563 0.49747021 0.37343213] [ 0.35768335 0.47252274 0.30408907 0.84149364 0.45299777] [ 0.6752731 0.43716413 0.52055145 0.60886113 0.49630108] [ 0.44950475 0.58363773 0.58453745 0.72119077 0.5301347 ] [ 0.44406695 0.64710094 0.42583093 0.53894143 0.47089764] [ 0.54055291 0.38631767 0.4885324 0.27868783 0.37642139] [ 0.31948253 0.57582661 0.50481481 0.71559816 0.57006309] [ 0.63884345 0.56885436 0.34201063 0.37160994 0.45446646] [ 0.77265327 0.38475008 0.58971492 0.40571479 0.43674129] [ 0.6110447 0.51486687 0.4084663 0.32131881 0.33623821] [ 0.51916759 0.58663052 0.46404215 0.43501865 0.54692654] [ 0.53820847 0.64368104 0.34148656 0.62497205 0.50850826] [ 0.52102815 0.55880195 0.47021446 0.59304766 0.34034107] [ 0.3656561 0.5462731 0.41174275 0.68307327 0.38472863] [ 0.43212323 0.59087134 0.45056682 0.4795081 0.41567216] [ 0.64143908 0.45319615 0.51837197 0.50318206 0.38671312] [ 0.51212048 0.67757642 0.52192265 0.65352011 0.43270257] [ 0.30826008 0.60609017 0.40259274 0.85883021 0.55423127] [ 0.54872622 0.48678393 0.50508471 0.54268593 0.41704745] [ 0.40507738 0.49253493 0.456729 0.5858467 0.5127277 ] [ 0.56903443 0.54956382 0.35094889 0.46809943 0.34883556] [ 0.51233387 0.56009091 0.23119099 0.6131284 0.46015925] [ 0.39433011 0.61141976 0.52801826 0.64805826 0.63732552] [ 0.29628849 0.50293837 0.54916269 0.74276655 0.64407594] [ 0.67687726 0.44998422 0.60131712 0.60985412 0.49118974] [ 0.84050951 0.50411137 0.49981129 0.17259565 0.35284164] [ 0.33259849 0.6288679 0.56887702 0.73198367 0.64209908] [ 0.67918277 0.54688206 0.48015664 0.28984337 0.40955276] [ 0.55056492 0.60580735 0.47200997 0.45429908 0.50820965] [ 0.3453211 0.4902399 0.51895302 0.85410442 0.6278362 ] [ 0.67764477 0.33615111 0.60698008 0.61681164 0.46005894] [ 0.56811102 0.42319224 0.5829731 0.31412253 0.50862674] [ 0.58571956 0.43696554 0.52848937 0.48216423 0.34270576] [ 0.27079902 0.5323021 0.48419958 0.65815538 0.66401947] [ 0.4854215 0.54424697 0.58141872 0.53781272 0.63599458] [ 0.38681869 0.67336953 0.38013164 0.64994644 0.50943522] [ 0.24433064 0.54769992 0.55499912 0.78916346 0.65742177] [ 0.4692337 0.51281434 0.50196069 0.77287653 0.55788752] [ 0.47593393 0.5937955 0.40678407 0.60664517 0.51656307] [ 0.3340413 0.57298869 0.52690331 0.74547818 0.54230343] [ 0.63116514 0.52041044 0.45455537 0.42623544 0.36702452] [ 0.33598994 0.66346499 0.31358334 0.70816399 0.39396408] [ 0.44500143 0.54909756 0.43209393 0.4364488 0.6192279 ] [ 0.72331811 0.46156423 0.48238006 0.19414149 0.45925244] [ 0.50174741 0.63977414 0.3450067 0.7209599 0.49683671] [ 0.65587954 0.28964354 0.48824389 0.30025208 0.45309781] [ 0.74116499 0.48396365 0.60516696 0.37897945 0.42083965] [ 0.54435517 0.3571343 0.53232551 0.47094807 0.48737562] [ 0.49793954 0.55058443 0.52249743 0.68903745 0.6319276 ] [ 0.40376275 0.43611124 0.42235892 0.53991807 0.41014553] [ 0.33071318 0.49844913 0.44916447 0.65457911 0.54591356] [ 0.44616476 0.4967201 0.63346249 0.53743605 0.64225283] [ 0.52011774 0.48311409 0.45860448 0.66345229 0.43059346] [ 0.27079902 0.5323021 0.48419958 0.65815538 0.66401947] [ 0.64734661 0.53183972 0.49641492 0.65242299 0.35954101] [ 0.24615085 0.61002828 0.37001923 0.78323726 0.60112602] [ 0.84874833 0.41449099 0.48620681 0.20751508 0.43972655] [ 0.58495742 0.42543152 0.5735189 0.61762711 0.46210134] [ 0.50966426 0.58314448 0.51301677 0.64758075 0.61943996] [ 0.45527299 0.50037325 0.54744883 0.44450668 0.58964972] [ 0.41038735 0.52773748 0.46781982 0.73340858 0.50457461] [ 0.61069789 0.42470245 0.5117256 0.32329918 0.38351233] [ 0.59739481 0.39752423 0.67510104 0.69259491 0.47428035] [ 0.29614338 0.57238105 0.49538395 0.59876557 0.52838868] [ 0.24920157 0.70798521 0.4753742 0.78465854 0.55895105] [ 0.33153151 0.6821747 0.3636798 0.68967393 0.54401515] [ 0.84978116 0.40328924 0.51617363 0.23655887 0.37619817] [ 0.33645053 0.63191484 0.38515583 0.65265315 0.36251879] [ 0.65086283 0.41497521 0.4043447 0.13517798 0.32638307] [ 0.31610056 0.69947648 0.38754135 0.68477938 0.47369026] [ 0.58147428 0.52279762 0.46906599 0.39543656 0.43964507] [ 0.57695283 0.5525939 0.53143183 0.5305009 0.3897503 ] [ 0.69953552 0.63214556 0.34773386 0.3086107 0.38704844] [ 0.69669022 0.55165008 0.39464133 0.39679697 0.41815359] [ 0.80496705 0.44585936 0.53654192 0.60861195 0.36079674] [ 0.47273465 0.54580815 0.63561487 0.64396502 0.47753071] [ 0.5634092 0.38554908 0.48853997 0.30462598 0.58443729] [ 0.38055312 0.59143337 0.34785581 0.68184692 0.52964644] [ 0.55467988 0.47499194 0.48268614 0.80276649 0.49957993] [ 0.63634258 0.56580481 0.47050376 0.71101227 0.35109479] [ 0.75607256 0.4890682 0.46840733 0.30470673 0.39972292] [ 0.7753043 0.51597199 0.51192922 0.23282612 0.38021583] [ 0.8289993 0.40799212 0.48069068 0.3084178 0.44511973] [ 0.70831119 0.40591644 0.58777625 0.38687205 0.42980414] [ 0.53474962 0.46257376 0.50185129 0.58771629 0.60287106] [ 0.47819896 0.5791206 0.54318563 0.60344348 0.53705367] [ 0.57646315 0.48275768 0.5966466 0.7357831 0.49428201] [ 0.35808148 0.53780576 0.33372476 0.76708557 0.47664327] [ 0.60013435 0.64425234 0.34341874 0.48353374 0.55163927] [ 0.44910534 0.58774633 0.4100382 0.75132259 0.61129549] [ 0.69795745 0.50904827 0.48712416 0.33533013 0.43784987] [ 0.38037754 0.53611214 0.4878147 0.66739629 0.44355194] [ 0.59288419 0.42658386 0.54420425 0.522788 0.44651174] [ 0.63021272 0.46994731 0.5237298 0.70195959 0.39098492] [ 0.30735461 0.59460017 0.4729269 0.69874455 0.47862217] [ 0.24334369 0.50703268 0.60815969 0.78129694 0.76690369] [ 0.83997417 0.35071864 0.59261679 0.15791531 0.37029562] [ 0.72280763 0.57697019 0.55418345 0.52132174 0.39917513] [ 0.58331596 0.49363622 0.45068932 0.4028743 0.38004837] [ 0.30198682 0.56822347 0.27940253 0.85499896 0.5800493 ] [ 0.46809044 0.56439809 0.39493123 0.51732306 0.58103289] [ 0.29741424 0.64479108 0.35760537 0.77023882 0.54716158] [ 0.41562872 0.70998595 0.32225962 0.62497068 0.35987926] [ 0.84254671 0.47187332 0.46337538 0.38258576 0.38934377] [ 0.78584592 0.44617753 0.60145602 0.4062934 0.35460324] [ 0.67393417 0.50297585 0.52672544 0.59357862 0.34361524] [ 0.37577194 0.55775876 0.48277672 0.60794191 0.65323086] [ 0.47579029 0.47631228 0.39103837 0.55585051 0.32601821] [ 0.74640456 0.31674589 0.64896757 0.20135456 0.43422428] [ 0.56451098 0.60185387 0.3562366 0.51982464 0.52606399] [ 0.61731988 0.58722277 0.48791635 0.22810257 0.45146252] [ 0.55988431 0.48901788 0.38538897 0.6613193 0.37680176] [ 0.62957619 0.65461659 0.34846142 0.40896238 0.44580531] [ 0.62614486 0.36642924 0.65551204 0.64745477 0.47884222] [ 0.68433104 0.55616666 0.56103964 0.63178499 0.46318524] [ 0.5784982 0.45864047 0.70803871 0.62731562 0.53403011] [ 0.63385766 0.47099817 0.51964049 0.31801453 0.45594247] [ 0.85393361 0.37084711 0.42026019 0.28714217 0.39171032] [ 0.8201782 0.42337338 0.60965073 0.33167183 0.39436453] [ 0.24824771 0.71724048 0.34587816 0.65364941 0.55315105] [ 0.70360679 0.40273299 0.58775961 0.29688131 0.40485727] Progress: 60.6% ... Training loss: 0.412 ... Validation loss: 0.678[ 0.25790052 0.50599481 0.53370433 0.72252278 0.58499578] [ 0.65792152 0.5015257 0.49349778 0.43941945 0.46826967] [ 0.40644843 0.65936827 0.43796973 0.61139518 0.5321232 ] [ 0.72720756 0.33921386 0.66390994 0.42921488 0.40352677] [ 0.52039351 0.54843179 0.38863243 0.67965039 0.60357955] [ 0.78215813 0.39913249 0.66574526 0.52429705 0.34790739] [ 0.55985772 0.61570815 0.28426479 0.5019206 0.32940573] [ 0.76828321 0.55801085 0.62573705 0.39670081 0.4117119 ] [ 0.48148599 0.42061132 0.40585483 0.48755217 0.45621304] [ 0.65533538 0.52506761 0.42642612 0.64375982 0.32572563] [ 0.65188266 0.52768189 0.40164897 0.33967459 0.48846216] [ 0.37911801 0.63250378 0.38813421 0.56275036 0.4551091 ] [ 0.52840786 0.56981684 0.47923966 0.53898034 0.47976428] [ 0.27880582 0.65760524 0.31831128 0.80044252 0.4453449 ] [ 0.69073279 0.34537856 0.49864654 0.54198613 0.31068454] [ 0.66453259 0.49849948 0.5399859 0.42707402 0.63117731] [ 0.13820881 0.70148991 0.45379262 0.76973927 0.69569471] [ 0.6578658 0.45443769 0.50834123 0.34776573 0.50495107] [ 0.37973706 0.53266048 0.4547908 0.69360041 0.51848482] [ 0.74964413 0.53399708 0.50654863 0.46221338 0.42947508] [ 0.30577805 0.70446904 0.36939368 0.73510126 0.52546717] [ 0.55128107 0.51518008 0.42893794 0.59821956 0.34967694] [ 0.62428736 0.47685547 0.58128876 0.34173285 0.41169099] [ 0.75936673 0.31453044 0.42506562 0.36717674 0.45658601] [ 0.56897907 0.53031239 0.52504604 0.41556095 0.44041304] [ 0.84186819 0.53566383 0.38057681 0.43779358 0.36528041] [ 0.80752087 0.57337545 0.5411312 0.39802724 0.44009183] [ 0.83655957 0.3783997 0.60073074 0.20778198 0.39762436] [ 0.57397813 0.54294985 0.56984891 0.57593912 0.41466188] [ 0.38219298 0.72952461 0.40058875 0.72739001 0.38659444] [ 0.79787101 0.52148618 0.60392577 0.34881146 0.4286275 ] [ 0.60937378 0.47659444 0.41944976 0.60898438 0.36776973] [ 0.35549586 0.46716933 0.33886902 0.77517984 0.48680168] [ 0.54796184 0.62138403 0.39327852 0.587228 0.50232431] [ 0.36612969 0.70578314 0.41528768 0.6842626 0.58551861] [ 0.75991498 0.3190348 0.66684064 0.34783457 0.31507613] [ 0.68126855 0.44061675 0.5674912 0.41690082 0.36701957] [ 0.29835748 0.45226382 0.47197751 0.73925346 0.67529944] [ 0.55130397 0.53293357 0.50453721 0.42505605 0.39417051] [ 0.41507059 0.63715517 0.36171692 0.51455236 0.36868313] [ 0.60958233 0.45278773 0.49456222 0.37401499 0.50352976] [ 0.66371175 0.41451013 0.40334496 0.52347661 0.42529349] [ 0.46863631 0.58226443 0.51423611 0.71617345 0.56291102] [ 0.68211751 0.37125849 0.67809469 0.45537417 0.45233081] [ 0.4123361 0.54742703 0.34101839 0.734991 0.51640606] [ 0.58569473 0.48358643 0.63520554 0.5829793 0.48272489] [ 0.73332396 0.51408055 0.41322491 0.4020649 0.4408296 ] [ 0.49520938 0.5947044 0.43414789 0.57969896 0.66726603] [ 0.67528872 0.64160998 0.32645949 0.56538656 0.5312852 ] [ 0.61048514 0.62133069 0.36184989 0.64721205 0.38087835] [ 0.52980512 0.52462798 0.52330757 0.50956867 0.5019527 ] [ 0.27883562 0.56329125 0.46409183 0.78302442 0.47682298] [ 0.45637477 0.46948409 0.55555093 0.42049512 0.5549025 ] [ 0.79771867 0.33477408 0.52153003 0.27727219 0.50572206] [ 0.4430718 0.44624183 0.51013981 0.57120052 0.46179602] [ 0.72075111 0.51039106 0.45820705 0.33771478 0.4512808 ] [ 0.29930682 0.7023407 0.36661208 0.79378933 0.44163774] [ 0.64035628 0.50021744 0.49655506 0.56133516 0.51685537] [ 0.20282051 0.62593951 0.41425269 0.84189412 0.46530722] [ 0.34058825 0.61122371 0.42335347 0.83971641 0.55056972] [ 0.57660302 0.51444835 0.46597911 0.53394851 0.5104462 ] [ 0.79980764 0.42223013 0.43594426 0.16367871 0.2697295 ] [ 0.70818548 0.55434899 0.50923778 0.40512654 0.48030339] [ 0.63121671 0.42055564 0.60858228 0.24455152 0.54062356] [ 0.62442328 0.37039219 0.52578395 0.37215933 0.39617376] [ 0.39749877 0.55564413 0.48552243 0.75536383 0.66057175] [ 0.39265774 0.52021197 0.45481167 0.65074845 0.39206822] [ 0.48477479 0.62603226 0.40816782 0.6747933 0.47605676] [ 0.45883196 0.47793148 0.55353636 0.54312046 0.52473862] [ 0.43326058 0.76076179 0.37684718 0.70751192 0.54861614] [ 0.59439311 0.51812635 0.33533137 0.48363708 0.49087729] [ 0.24851036 0.49019264 0.38202447 0.85585158 0.54666318] [ 0.85771596 0.29261377 0.57418179 0.12625629 0.2850455 ] [ 0.58367738 0.48803234 0.57208132 0.57173537 0.42727969] [ 0.40221104 0.70538776 0.4799224 0.73329301 0.51853095] [ 0.40331962 0.67246396 0.29943741 0.61762642 0.51512918] [ 0.56145083 0.59523592 0.34767027 0.32397426 0.43046682] [ 0.54887369 0.59545627 0.40424204 0.33577707 0.38183466] [ 0.4181133 0.54766011 0.34816473 0.52809206 0.57642237] [ 0.35030355 0.62232757 0.47146633 0.60428942 0.56770853] [ 0.79853271 0.49828458 0.55911148 0.22635373 0.42995197] [ 0.38806153 0.63175514 0.44198527 0.51641559 0.49456578] [ 0.4564428 0.5460695 0.44254565 0.70146546 0.45650547] [ 0.45986925 0.61414641 0.40285975 0.69599541 0.45594002] [ 0.64104989 0.42306246 0.43864412 0.35961598 0.38659871] [ 0.54940969 0.45007879 0.47698961 0.42887402 0.59201751] [ 0.7812553 0.38924776 0.60046081 0.23541667 0.47112587] [ 0.66254035 0.56257736 0.34508929 0.45987697 0.503773 ] [ 0.4181133 0.54766011 0.34816473 0.52809206 0.57642237] [ 0.79327108 0.56895065 0.47128359 0.39686588 0.42590677] [ 0.54571906 0.50646017 0.42479712 0.56469241 0.39077899] [ 0.68833173 0.3504657 0.5248944 0.62179884 0.46184554] [ 0.73950203 0.4558654 0.55549631 0.43821727 0.35538371] [ 0.56166073 0.58266647 0.50248446 0.59779825 0.51447648] [ 0.61654437 0.42201228 0.5594704 0.34990008 0.45593654] [ 0.70257619 0.38848011 0.43482158 0.26110594 0.36548635] [ 0.41824169 0.52260553 0.59920799 0.62516884 0.58637563] [ 0.64349008 0.40792686 0.53799909 0.26174513 0.53126832] [ 0.53069599 0.39554654 0.44895728 0.55177805 0.54452493] [ 0.58957253 0.49916774 0.47365432 0.44725004 0.3852843 ] [ 0.55868387 0.46281118 0.52689143 0.37031929 0.49128689] [ 0.34599343 0.58136059 0.372059 0.69285337 0.45688437] [ 0.5785664 0.51463613 0.42238725 0.57505535 0.5856605 ] [ 0.58805003 0.47120427 0.41505667 0.47867812 0.4792618 ] [ 0.3975207 0.5908544 0.38814842 0.7083823 0.51875923] [ 0.63584907 0.42087079 0.62924164 0.56531933 0.41069521] [ 0.62198717 0.52539821 0.36805414 0.45198163 0.359738 ] [ 0.38053701 0.52941138 0.5122069 0.72940562 0.47014697] [ 0.22584323 0.58063436 0.46578105 0.76033818 0.48885659] [ 0.63930904 0.45375217 0.53096407 0.37567057 0.41597237] [ 0.70416813 0.38113225 0.6181573 0.49168226 0.39573111] [ 0.4335186 0.65297472 0.39934441 0.51970324 0.36794835] [ 0.48448297 0.6169052 0.5139864 0.65109707 0.45986204] [ 0.43864857 0.65895417 0.4762589 0.6632604 0.53085262] [ 0.26970025 0.71186581 0.44185199 0.65051682 0.60759664] [ 0.5398293 0.32880509 0.44072233 0.48758372 0.49292385] [ 0.59932538 0.40911852 0.57492788 0.55720494 0.56055779] [ 0.67198639 0.46307854 0.47511841 0.36979979 0.33743398] [ 0.74761312 0.55144261 0.39029937 0.40322442 0.364067 ] [ 0.70160893 0.48012336 0.35814704 0.43433595 0.45678134] [ 0.51502472 0.48185346 0.32624897 0.73307421 0.52785189] [ 0.51334743 0.4061237 0.54643529 0.40450073 0.33046891] [ 0.56719914 0.47527154 0.44187648 0.71868556 0.3909207 ] [ 0.65941117 0.5837761 0.39349645 0.5209291 0.40615299] [ 0.35892103 0.49542638 0.55420029 0.51067102 0.68281494] [ 0.81917026 0.32685671 0.47388431 0.29504484 0.49239687] [ 0.53689179 0.53441307 0.43289126 0.49341683 0.51581718] [ 0.83005315 0.33349722 0.57213573 0.17183909 0.4498462 ] Progress: 60.7% ... Training loss: 0.412 ... Validation loss: 0.678[ 0.48723684 0.47707102 0.41324084 0.54976582 0.35099867] [ 0.63027773 0.47888038 0.54839156 0.37346877 0.37373253] [ 0.43779645 0.59230275 0.32393884 0.42175934 0.48860948] [ 0.61912923 0.48707836 0.61553059 0.54650037 0.47166581] [ 0.81421458 0.45019235 0.48033532 0.22569821 0.48846997] [ 0.58498118 0.42557363 0.57342456 0.6177023 0.46218372] [ 0.42511257 0.6551094 0.44428329 0.6793544 0.65300538] [ 0.43162638 0.49928559 0.43907292 0.58072391 0.5692278 ] [ 0.36140142 0.56692586 0.52450776 0.66256577 0.47379409] [ 0.24802157 0.7122544 0.2753084 0.7354702 0.53198115] [ 0.69878911 0.43244152 0.59381048 0.56076514 0.42081065] [ 0.47477648 0.56320811 0.58758777 0.73648662 0.61751387] [ 0.45964029 0.61746741 0.30365263 0.65880085 0.36356775] [ 0.86486986 0.34331495 0.55831416 0.25178454 0.39879113] [ 0.78536441 0.32368211 0.50948581 0.23717985 0.37323228] [ 0.85901874 0.31330965 0.58310494 0.22061378 0.34506086] [ 0.72966294 0.56020471 0.40304339 0.59679472 0.41598988] [ 0.73732735 0.31651513 0.59746241 0.5579979 0.4096663 ] [ 0.46972818 0.6323446 0.45949523 0.67734462 0.46584591] [ 0.62486388 0.44417922 0.45314814 0.32129633 0.47168939] [ 0.50893877 0.53280732 0.46260913 0.61380131 0.5441856 ] [ 0.73379635 0.4612399 0.45391114 0.2421541 0.44792278] [ 0.68702588 0.5442098 0.52092922 0.34086363 0.3363175 ] [ 0.50092047 0.60695927 0.38953624 0.51922683 0.42338491] [ 0.1916649 0.72904334 0.37789824 0.75086464 0.55769877] [ 0.62240211 0.39554626 0.456114 0.47425968 0.46007197] [ 0.49245521 0.65819385 0.46756371 0.66559991 0.44288929] [ 0.57127874 0.55678679 0.46554587 0.3577143 0.38648688] [ 0.55141231 0.34360948 0.52634556 0.24571604 0.38791603] [ 0.36422521 0.60687104 0.41045956 0.67378968 0.42764615] [ 0.58816485 0.49044001 0.38361465 0.55819861 0.33186111] [ 0.75285268 0.3254857 0.640254 0.41747618 0.34096453] [ 0.46668936 0.52354178 0.56343042 0.43896459 0.45180489] [ 0.73649435 0.33258608 0.63201807 0.20404335 0.38774697] [ 0.70804778 0.46839168 0.50326045 0.31982727 0.46820684] [ 0.63717649 0.59109244 0.39335364 0.3662257 0.48945902] [ 0.28312571 0.67765856 0.29110429 0.82703487 0.48809055] [ 0.74423805 0.49688094 0.41484597 0.34577722 0.32767731] [ 0.72079358 0.53880735 0.40411069 0.39781237 0.34602194] [ 0.7237658 0.366042 0.37774476 0.25003609 0.3962133 ] [ 0.42964574 0.56394361 0.53266948 0.56418241 0.52531183] [ 0.37784096 0.51290106 0.56281793 0.68613172 0.37651056] [ 0.65545414 0.5208932 0.48349549 0.56389784 0.45516346] [ 0.53918794 0.46215311 0.41938041 0.52736005 0.62326671] [ 0.44994162 0.53921238 0.38032048 0.63702772 0.42105582] [ 0.56025095 0.42589127 0.49468705 0.68013066 0.47678923] [ 0.59936054 0.53238536 0.49430802 0.40101646 0.3190704 ] [ 0.40538611 0.74614268 0.27173602 0.75168831 0.57586317] [ 0.40187826 0.52193951 0.58312855 0.7002502 0.51678392] [ 0.17515063 0.64204663 0.36054297 0.81018466 0.68042728] [ 0.72310518 0.43753853 0.54368475 0.53045082 0.49418569] [ 0.49635679 0.48212911 0.52518101 0.47708603 0.44986695] [ 0.59289065 0.38677616 0.49865771 0.55787757 0.44476262] [ 0.30001503 0.59494677 0.46118597 0.86206779 0.69660562] [ 0.56971682 0.53546552 0.45724955 0.48611353 0.37999574] [ 0.43843221 0.4986004 0.50498783 0.50509809 0.53279895] [ 0.79446949 0.35070777 0.61740259 0.22756298 0.49698342] [ 0.53481101 0.56644355 0.62440853 0.45301375 0.48309725] [ 0.34020959 0.56733258 0.30221128 0.51571001 0.43346556] [ 0.55922526 0.34957764 0.44464291 0.38708376 0.47642869] [ 0.25141026 0.69532241 0.41353383 0.72775327 0.56705254] [ 0.61660658 0.64463435 0.50850136 0.45155864 0.62972088] [ 0.39082052 0.57428027 0.41379277 0.62425062 0.54456977] [ 0.46950594 0.50112602 0.4610716 0.52855512 0.62088697] [ 0.48616388 0.62026685 0.48915062 0.59296903 0.4893204 ] [ 0.55696453 0.62360108 0.37214611 0.28495782 0.39242958] [ 0.58885563 0.4739502 0.58911682 0.32924185 0.49860921] [ 0.76540432 0.31621263 0.5884577 0.34471384 0.46420397] [ 0.75362377 0.5299574 0.42211278 0.22452975 0.39019134] [ 0.7086908 0.62709414 0.48602774 0.49374575 0.50241493] [ 0.73657676 0.38889676 0.67024547 0.47791322 0.45694678] [ 0.49632607 0.46334756 0.57207067 0.33270374 0.46501294] [ 0.64910689 0.64260447 0.50028854 0.43656566 0.36311795] [ 0.71808879 0.32312565 0.56842658 0.39073706 0.42786802] [ 0.55180432 0.5118549 0.49964549 0.51995744 0.43197889] [ 0.44966211 0.51033027 0.61999397 0.69057811 0.40623077] [ 0.18820536 0.55674936 0.51953062 0.76372008 0.51530882] [ 0.7237658 0.366042 0.37774476 0.25003609 0.3962133 ] [ 0.77087277 0.32892639 0.52778754 0.37707665 0.51865404] [ 0.8380146 0.47895807 0.51568503 0.36072435 0.32788499] [ 0.42888051 0.47795558 0.45327114 0.41828704 0.41346168] [ 0.63121519 0.49175149 0.51963608 0.4743865 0.37762106] [ 0.66621771 0.4000582 0.50083429 0.46164205 0.47323336] [ 0.71663682 0.51713963 0.57399625 0.40305053 0.43610699] [ 0.62619691 0.40806622 0.57794101 0.3531418 0.37553193] [ 0.77993205 0.4667435 0.48805344 0.36794329 0.37194903] [ 0.49680091 0.64579669 0.3049111 0.58634893 0.35847938] [ 0.72008627 0.39043215 0.65009826 0.42265186 0.45358309] [ 0.8549653 0.33181773 0.5377746 0.19093998 0.4151206 ] [ 0.285367 0.67064441 0.41736093 0.61449798 0.48484014] [ 0.63164091 0.59722487 0.51696182 0.5261274 0.41009256] [ 0.32745854 0.55124246 0.46758495 0.74020989 0.42459951] [ 0.58295824 0.41360854 0.49247982 0.37896707 0.57878308] [ 0.28495583 0.55759886 0.42025366 0.59153955 0.66823367] [ 0.53334357 0.64582389 0.57946731 0.53090884 0.47115218] [ 0.66768208 0.54669926 0.41989147 0.59081305 0.47490063] [ 0.56775718 0.43130716 0.40390028 0.30970509 0.44894351] [ 0.53536403 0.6257512 0.34128281 0.63781308 0.39599647] [ 0.80236856 0.43593495 0.54378957 0.30052875 0.44811425] [ 0.31020786 0.51413627 0.41601841 0.73089773 0.48432832] [ 0.41247608 0.59962986 0.3710479 0.50775606 0.52287095] [ 0.50969762 0.61007743 0.43256483 0.54103371 0.50422935] [ 0.71999311 0.56809855 0.5794443 0.48523664 0.41349918] [ 0.59960563 0.44257278 0.69052727 0.7178345 0.47295874] [ 0.51996848 0.52892567 0.59184891 0.42486108 0.3721463 ] [ 0.54865452 0.49901271 0.38358888 0.46763656 0.47427161] [ 0.44268791 0.60964956 0.32060112 0.63259523 0.4244256 ] [ 0.58941219 0.52502885 0.52364225 0.42408453 0.39303029] [ 0.74178456 0.46382215 0.44076878 0.37148557 0.3880847 ] [ 0.44038246 0.48477455 0.56929829 0.49011907 0.68721888] [ 0.60395391 0.43949857 0.64610782 0.62457215 0.35737996] [ 0.71422186 0.38633278 0.61695085 0.62086473 0.44593312] [ 0.38471048 0.57950023 0.44259213 0.76084434 0.38632667] [ 0.55986159 0.48486515 0.57114562 0.75384026 0.4606823 ] [ 0.72776174 0.40941871 0.62295602 0.43120181 0.44472609] [ 0.78931388 0.51052446 0.45242722 0.24941411 0.27640907] [ 0.63437726 0.48653751 0.55398896 0.37633185 0.43349929] [ 0.50768902 0.57028084 0.57567602 0.55988021 0.40319367] [ 0.41261854 0.58351318 0.35566546 0.63751644 0.46379538] [ 0.5444879 0.53736844 0.58626392 0.69480478 0.44494911] [ 0.47217215 0.46072555 0.43708213 0.51255675 0.54343148] [ 0.3689572 0.72589669 0.40664846 0.74916385 0.52583403] [ 0.75079476 0.34046674 0.60052006 0.41531346 0.42615111] [ 0.64470845 0.48076234 0.60049458 0.29699783 0.41759021] [ 0.64375635 0.53132319 0.49122915 0.41240348 0.62190181] [ 0.80033806 0.47290683 0.44377919 0.30482283 0.27782429] [ 0.38208414 0.70142149 0.39928863 0.60656006 0.37207522] [ 0.74946672 0.48016123 0.43861305 0.36448775 0.37758694] Progress: 60.8% ... Training loss: 0.412 ... Validation loss: 0.677[ 0.4361449 0.53610787 0.5773559 0.46833571 0.45653632] [ 0.67480392 0.47890499 0.65841372 0.46429497 0.4854309 ] [ 0.52278721 0.57081544 0.49094232 0.66170709 0.56837804] [ 0.32858148 0.72457299 0.51895119 0.74773981 0.51290996] [ 0.67654193 0.49728583 0.38429486 0.51848359 0.3571399 ] [ 0.44242576 0.51201729 0.43107719 0.70362265 0.41363022] [ 0.70488234 0.32672058 0.54899544 0.68225197 0.43689693] [ 0.44625697 0.68342988 0.45852047 0.64231714 0.48292155] [ 0.7971293 0.3680745 0.59525501 0.23543646 0.41799624] [ 0.58549545 0.50087611 0.54406666 0.42228311 0.65898996] [ 0.631551 0.43339382 0.45658012 0.58956676 0.35337024] [ 0.25039313 0.72826932 0.36644242 0.74180103 0.50314478] [ 0.45913984 0.6144943 0.50444192 0.47230148 0.54026216] [ 0.41372555 0.61916846 0.5001533 0.71984091 0.62302791] [ 0.2582346 0.65263504 0.45583865 0.7226533 0.56435005] [ 0.812592 0.50067362 0.42791694 0.40808423 0.326695 ] [ 0.68789949 0.37269875 0.60950935 0.4259835 0.43417827] [ 0.66659129 0.53040035 0.45159245 0.46637807 0.37502009] [ 0.24698639 0.62719608 0.36887567 0.85795566 0.45102909] [ 0.51417663 0.51427244 0.55598624 0.3274011 0.63380251] [ 0.50813997 0.50604851 0.57856728 0.50172502 0.39246098] [ 0.70488234 0.32672058 0.54899544 0.68225197 0.43689693] [ 0.5189023 0.40303347 0.40769891 0.38219401 0.52844182] [ 0.27346313 0.68633436 0.45487823 0.60371937 0.51762736] [ 0.50156971 0.66164318 0.37234722 0.47851333 0.47360087] [ 0.6286471 0.47716758 0.42693243 0.54529442 0.31964676] [ 0.51668668 0.54748792 0.37297517 0.40522333 0.41800735] [ 0.26412404 0.54899002 0.38386215 0.85433737 0.63383489] [ 0.57432593 0.62034819 0.45235754 0.55074326 0.35221116] [ 0.43942024 0.52683068 0.42456297 0.60102684 0.58298304] [ 0.30562661 0.53964964 0.49766639 0.72360981 0.62974889] [ 0.77004154 0.45704919 0.49793643 0.44389817 0.40589299] [ 0.41670608 0.71251182 0.42865823 0.66584073 0.49125072] [ 0.39077655 0.43357501 0.45348681 0.58753349 0.66539937] [ 0.61028928 0.40619599 0.59229404 0.59610851 0.48481374] [ 0.60907339 0.55930028 0.49331308 0.51226561 0.43321418] [ 0.75906862 0.33133508 0.40826091 0.27324811 0.30345083] [ 0.24749361 0.55880567 0.3768296 0.58934398 0.38858612] [ 0.72449232 0.38691391 0.61678022 0.69318328 0.38546247] [ 0.67975777 0.52244112 0.54430564 0.43083732 0.38151931] [ 0.35095269 0.57894341 0.50230438 0.80814367 0.66861442] [ 0.63232776 0.57398288 0.47796241 0.29165272 0.50019072] [ 0.45329246 0.60129137 0.3674147 0.64940598 0.48154026] [ 0.26077782 0.50933593 0.46075892 0.75643804 0.54603742] [ 0.3067238 0.57300531 0.38371763 0.7836487 0.44658199] [ 0.30770734 0.53839116 0.40902642 0.76650035 0.46578576] [ 0.32360066 0.62580615 0.43737109 0.84529225 0.40783997] [ 0.44647096 0.528821 0.42757778 0.52916123 0.43402202] [ 0.54394234 0.54204305 0.57571076 0.70646755 0.42697175] [ 0.19733764 0.72187543 0.27756392 0.76604673 0.6037881 ] [ 0.40599109 0.52817966 0.3679661 0.70219105 0.46847687] [ 0.490122 0.41223336 0.65299805 0.58579255 0.53570238] [ 0.46986998 0.57316744 0.50820278 0.67823924 0.61095844] [ 0.53736698 0.41433786 0.45947202 0.52848803 0.38075796] [ 0.75366166 0.39981156 0.4559694 0.2102339 0.31978624] [ 0.59415931 0.57325453 0.44030153 0.52562767 0.39046032] [ 0.53010069 0.46783051 0.45374402 0.66855434 0.36114566] [ 0.56473295 0.53480741 0.47343748 0.68228015 0.422835 ] [ 0.62232385 0.4482366 0.57062196 0.3976766 0.49758812] [ 0.81784462 0.37928793 0.63298059 0.19001152 0.41747306] [ 0.6903472 0.47736164 0.41191004 0.35002852 0.43235076] [ 0.41087814 0.62306344 0.35109939 0.54800074 0.51830814] [ 0.52085588 0.76211882 0.36970794 0.629925 0.44782202] [ 0.75985189 0.31548045 0.71236049 0.38245526 0.33119784] [ 0.73564439 0.40583839 0.42534593 0.19865416 0.38773794] [ 0.46454573 0.69913193 0.30490477 0.6845093 0.4887416 ] [ 0.28163903 0.69495174 0.3882612 0.75306831 0.52039103] [ 0.52742214 0.46991247 0.46296278 0.60149043 0.41214324] [ 0.42876387 0.57013218 0.48829295 0.69720955 0.45483731] [ 0.47165582 0.58659458 0.37199013 0.5345108 0.55013086] [ 0.51828677 0.52951983 0.48200054 0.49843689 0.37291025] [ 0.33460529 0.68956799 0.4429022 0.64852575 0.3460143 ] [ 0.23122025 0.63801718 0.34638437 0.66152518 0.5722285 ] [ 0.7385139 0.53173864 0.34152635 0.53033193 0.42369351] [ 0.73526436 0.51410383 0.44389244 0.3007987 0.45031417] [ 0.4314987 0.60965477 0.3343241 0.53913442 0.58567389] [ 0.68321777 0.59415705 0.47063802 0.41776713 0.42724582] [ 0.70926907 0.50528223 0.45172585 0.32597748 0.44027271] [ 0.7812876 0.64374623 0.49007445 0.34174745 0.48246102] [ 0.69291373 0.54289879 0.53055556 0.47024974 0.50258714] [ 0.80903758 0.27213474 0.51116912 0.26482955 0.42684056] [ 0.63265133 0.55751513 0.50004428 0.47411549 0.37237803] [ 0.27145216 0.73554398 0.36941918 0.74695666 0.62929479] [ 0.55593172 0.40318189 0.6073286 0.60933011 0.51049864] [ 0.66428777 0.37436997 0.70282654 0.45371337 0.44856501] [ 0.31596772 0.58545237 0.37025689 0.84431419 0.57413629] [ 0.2436652 0.53318842 0.55644888 0.69228492 0.57202027] [ 0.51244303 0.5254324 0.31806285 0.62096752 0.37400513] [ 0.52308199 0.40678596 0.40915314 0.73658502 0.4511415 ] [ 0.60157356 0.42952033 0.46481779 0.27806221 0.49989746] [ 0.78736421 0.44813461 0.5323215 0.66628442 0.37340445] [ 0.6563866 0.47314119 0.55408123 0.29891011 0.3904429 ] [ 0.74690196 0.66166373 0.2784794 0.68573611 0.30522817] [ 0.64420837 0.62792891 0.47880816 0.52395344 0.36153449] [ 0.67967788 0.41293913 0.59164196 0.48636177 0.37910451] [ 0.38262305 0.68945504 0.34687452 0.56840971 0.48846625] [ 0.42720763 0.45289706 0.60453003 0.46173782 0.50066971] [ 0.5049006 0.55806816 0.46371616 0.48902579 0.57516282] [ 0.35425709 0.71383552 0.35979567 0.77081512 0.37069264] [ 0.5563522 0.4237038 0.44965586 0.29938243 0.64109187] [ 0.53648636 0.54354761 0.40328732 0.51271925 0.56253488] [ 0.49493473 0.6839578 0.363035 0.77239012 0.55205756] [ 0.79837368 0.33438972 0.52170033 0.27676243 0.5055576 ] [ 0.65869406 0.51136097 0.43659401 0.38566061 0.46743916] [ 0.45830148 0.46250434 0.6635736 0.6088946 0.48663164] [ 0.35433796 0.58361319 0.50504668 0.78506427 0.5154705 ] [ 0.6568111 0.43347068 0.47120322 0.35806897 0.33128593] [ 0.56456868 0.41992088 0.58837141 0.56847888 0.39300031] [ 0.47334916 0.58712499 0.54723524 0.45240065 0.59596063] [ 0.73698102 0.28978893 0.44645519 0.20746738 0.33829606] [ 0.57151213 0.43439491 0.49736957 0.32216079 0.43678861] [ 0.7812876 0.64374623 0.49007445 0.34174745 0.48246102] [ 0.75797895 0.35808654 0.5474487 0.2890724 0.53441717] [ 0.57433946 0.675045 0.52479093 0.56140438 0.40467491] [ 0.50768911 0.65353722 0.25407091 0.67988843 0.32066431] [ 0.29949462 0.59530894 0.46103139 0.86223298 0.69674008] [ 0.40628027 0.54897813 0.46161682 0.62754875 0.61760597] [ 0.4415044 0.55230266 0.52269468 0.52221124 0.62727745] [ 0.8155558 0.47957145 0.57910705 0.39162004 0.38591089] [ 0.48621507 0.51596584 0.3929873 0.70420029 0.35810617] [ 0.69303294 0.38541727 0.51074267 0.41911238 0.43032109] [ 0.75042546 0.40388198 0.60301689 0.52993063 0.40473886] [ 0.69226342 0.53627143 0.47327805 0.46963601 0.56086003] [ 0.51216984 0.44964973 0.45674077 0.62513545 0.5089919 ] [ 0.70555716 0.40704251 0.43243097 0.30904677 0.43187544] [ 0.43752763 0.5445328 0.55460052 0.64083726 0.46459195] [ 0.58101206 0.68650821 0.46118845 0.53583837 0.48103872] [ 0.27462999 0.67574205 0.36432953 0.69197182 0.50925834] Progress: 60.8% ... Training loss: 0.411 ... Validation loss: 0.676[ 0.49706088 0.51565859 0.57379794 0.69639466 0.47762807] [ 0.69184775 0.51853343 0.4585165 0.36757936 0.35406356] [ 0.59243376 0.52387802 0.519915 0.55234749 0.44731709] [ 0.65656729 0.4336361 0.4711431 0.35818182 0.33132398] [ 0.30611857 0.54427969 0.57600765 0.6656876 0.68047628] [ 0.54692957 0.5846304 0.40344005 0.47615553 0.41527553] [ 0.32572736 0.58051233 0.48366696 0.62489564 0.5066761 ] [ 0.85206001 0.44953486 0.51213825 0.23731328 0.45993876] [ 0.67173895 0.424909 0.48747557 0.43075339 0.30167294] [ 0.70135808 0.5139 0.61818734 0.20290363 0.42712043] [ 0.63260236 0.43360514 0.68069781 0.43731499 0.48675779] [ 0.39447739 0.54236401 0.35520964 0.61221327 0.57384823] [ 0.79038525 0.48112954 0.51004827 0.34411368 0.35909109] [ 0.38934533 0.57515058 0.43438375 0.75884242 0.53326919] [ 0.4698931 0.5065769 0.58117421 0.67245011 0.3657717 ] [ 0.54085396 0.52144416 0.46669227 0.71893017 0.39034936] [ 0.47785459 0.57447489 0.52838021 0.47889377 0.53344675] [ 0.60367187 0.54003221 0.52131068 0.36279255 0.42788213] [ 0.74587639 0.39871898 0.56363122 0.29747775 0.32814905] [ 0.47347553 0.67832066 0.2920385 0.6178303 0.37462878] [ 0.7002898 0.53469954 0.36207564 0.39972418 0.36614786] [ 0.61870904 0.33076863 0.45741516 0.50085994 0.39619011] [ 0.25973038 0.64188416 0.34815982 0.7266753 0.42678562] [ 0.72735323 0.46582468 0.51939476 0.36416579 0.47186964] [ 0.31783922 0.42333524 0.40780356 0.74450157 0.46665514] [ 0.71590664 0.52920682 0.45331312 0.31644748 0.44995469] [ 0.43598698 0.60178931 0.52882545 0.55449629 0.52205648] [ 0.48700022 0.50461661 0.53247037 0.54779731 0.59929665] [ 0.34748405 0.67943816 0.32857024 0.65978145 0.56458044] [ 0.27718909 0.66681829 0.38610868 0.60495577 0.5531038 ] [ 0.38250995 0.71177204 0.2944098 0.76318561 0.59664711] [ 0.74534351 0.52304137 0.61294882 0.38756574 0.4123548 ] [ 0.50329279 0.55266241 0.56417128 0.70827763 0.39517018] [ 0.61908636 0.48151 0.40424639 0.30836614 0.34065167] [ 0.70753091 0.47806444 0.54239428 0.6733063 0.48133996] [ 0.42420415 0.59726318 0.37759548 0.4349365 0.52617474] [ 0.5014454 0.53176214 0.46474832 0.41561907 0.5129038 ] [ 0.55322376 0.3780246 0.53380189 0.57085281 0.42049767] [ 0.66705206 0.39818299 0.57296709 0.57026455 0.40881391] [ 0.78428084 0.33611094 0.44590133 0.30932464 0.36362552] [ 0.45666382 0.53383049 0.45038586 0.68595703 0.47511011] [ 0.63845624 0.4420183 0.43539854 0.52484073 0.34356498] [ 0.62193179 0.62172693 0.24649026 0.48091302 0.26278021] [ 0.32938304 0.57696716 0.32303725 0.71550968 0.62844528] [ 0.41213227 0.47498291 0.39396946 0.63639703 0.37705731] [ 0.49261151 0.41348172 0.64272213 0.61730413 0.41958098] [ 0.6166135 0.42187769 0.49674359 0.57633457 0.36864123] [ 0.19170291 0.61374001 0.42446908 0.69998419 0.56939092] [ 0.85370199 0.43975528 0.58024432 0.20301698 0.4603698 ] [ 0.49678205 0.58375122 0.42935022 0.52513527 0.47200667] [ 0.58052761 0.57782446 0.53914967 0.52204665 0.34432571] [ 0.58709814 0.53805304 0.5531397 0.63544691 0.33957867] [ 0.45860185 0.4959714 0.45343698 0.64295296 0.48753178] [ 0.40477839 0.63999911 0.34928033 0.72139477 0.34990096] [ 0.6484558 0.50155878 0.47377467 0.40292153 0.42458158] [ 0.32938659 0.52453547 0.52157518 0.61431408 0.63818862] [ 0.53084724 0.52741189 0.50397914 0.74237415 0.43320317] [ 0.31933404 0.68999821 0.43871614 0.59469219 0.38036883] [ 0.64147673 0.36239239 0.52603137 0.48212491 0.37506868] [ 0.47711796 0.62504359 0.35642978 0.39979514 0.42624196] [ 0.2865952 0.57287272 0.43974242 0.7958984 0.4522531 ] [ 0.63090299 0.41594049 0.35947984 0.36234865 0.29413945] [ 0.75654269 0.40129623 0.61673789 0.22836993 0.40774479] [ 0.3117673 0.72523447 0.32523518 0.7146013 0.49219518] [ 0.51649725 0.63007529 0.48088787 0.58362759 0.44152588] [ 0.75908719 0.52298954 0.42263268 0.27940339 0.27568907] [ 0.62775471 0.65138814 0.33310189 0.53966135 0.46501102] [ 0.6641876 0.64157384 0.37657428 0.56469227 0.42176481] [ 0.72119252 0.34533583 0.51524623 0.30282269 0.40432104] [ 0.57154296 0.5078537 0.29242912 0.48004247 0.42622672] [ 0.84132779 0.50322458 0.50018424 0.17192329 0.35252108] [ 0.51037389 0.48355321 0.45945304 0.55341827 0.47013921] [ 0.65896233 0.50114421 0.42081117 0.71818359 0.4031079 ] [ 0.56744223 0.60225693 0.50254065 0.4886312 0.42220806] [ 0.60884116 0.49235887 0.53130647 0.44180685 0.41404686] [ 0.26742085 0.61233171 0.45856846 0.85629242 0.53668719] [ 0.44972539 0.43962363 0.54823603 0.66680571 0.51221307] [ 0.57323695 0.49472271 0.5242591 0.71591256 0.41498641] [ 0.77145232 0.46274941 0.63188631 0.37033816 0.46097134] [ 0.40824599 0.53974305 0.46379405 0.84824469 0.59430853] [ 0.75396732 0.52973403 0.42220788 0.22431428 0.39010088] [ 0.5894612 0.45719319 0.4726461 0.64252529 0.36252722] [ 0.33145104 0.50426007 0.55626562 0.68943998 0.66006348] [ 0.43651562 0.62284987 0.26037932 0.71983719 0.47517253] [ 0.69929519 0.40281421 0.4572244 0.31674243 0.35366912] [ 0.20298061 0.62618535 0.41405863 0.84197567 0.46548663] [ 0.5777858 0.58757877 0.37277978 0.34518094 0.37831551] [ 0.33308283 0.68861597 0.44304257 0.64160397 0.54748995] [ 0.77742226 0.44706842 0.55004522 0.28509068 0.33475308] [ 0.32577711 0.60381175 0.54226658 0.75743363 0.65601413] [ 0.65193375 0.57799927 0.46396479 0.42592261 0.38703737] [ 0.70745997 0.40789878 0.6191481 0.36373201 0.46161079] [ 0.45386842 0.53996915 0.59766176 0.36427825 0.73129845] [ 0.69361902 0.40715272 0.44358346 0.33591171 0.35982126] [ 0.64828212 0.37468262 0.52346322 0.26059786 0.61930501] [ 0.78352637 0.56581863 0.33523593 0.53844688 0.38855133] [ 0.3554662 0.42693533 0.43293038 0.54390655 0.59468476] [ 0.42781926 0.37623783 0.58047249 0.65232091 0.59736328] [ 0.38783078 0.61389321 0.40472766 0.50397055 0.41621138] [ 0.34972632 0.72181732 0.36585252 0.71252605 0.39077425] [ 0.52519605 0.54817682 0.53597145 0.52434475 0.45942924] [ 0.57460027 0.65408065 0.5054498 0.58069384 0.52924514] [ 0.4040262 0.6215563 0.39151271 0.47559862 0.41960601] [ 0.72612176 0.32851018 0.7111661 0.53681439 0.38984369] [ 0.73442206 0.26804992 0.54495547 0.18168156 0.38330052] [ 0.48204312 0.50744226 0.44039587 0.59374879 0.45934648] [ 0.59293034 0.60435894 0.5241326 0.46861973 0.4299223 ] [ 0.40323909 0.65794665 0.52408041 0.76054443 0.57206427] [ 0.60824363 0.56512783 0.52311051 0.44082624 0.4870004 ] [ 0.39027402 0.6184449 0.43492625 0.57499603 0.48797965] [ 0.50794619 0.55294141 0.60572414 0.57427581 0.33175459] [ 0.7195471 0.45860492 0.46826566 0.21019173 0.37968122] [ 0.37368585 0.58816949 0.54387401 0.86270762 0.50440128] [ 0.57589528 0.63417128 0.55112815 0.62943259 0.38539267] [ 0.7653196 0.56008253 0.3827379 0.59439971 0.36142324] [ 0.16698608 0.58060094 0.4045262 0.85366353 0.55347314] [ 0.59280376 0.54536512 0.54256436 0.36671608 0.59558839] [ 0.48055459 0.54539757 0.40876222 0.30944502 0.50399351] [ 0.49653613 0.5325517 0.40868987 0.62459392 0.43415108] [ 0.50343036 0.59230561 0.36420167 0.66539614 0.55677303] [ 0.82417514 0.51826151 0.5715726 0.2903472 0.4040158 ] [ 0.79648432 0.36858105 0.59506299 0.23582598 0.41817426] [ 0.63197579 0.41619211 0.59007824 0.5310575 0.45908642] [ 0.4837952 0.52330226 0.39360505 0.60476404 0.46853325] [ 0.80832373 0.35286847 0.46863425 0.22209614 0.42772952] [ 0.76875666 0.36304996 0.47375729 0.35196916 0.46200942] [ 0.52336185 0.52067052 0.47753208 0.51429905 0.5019938 ] [ 0.31302826 0.44184258 0.42631462 0.80126859 0.530807 ] Progress: 60.9% ... Training loss: 0.411 ... Validation loss: 0.677[ 0.45984234 0.60685705 0.50550405 0.68523148 0.52356975] [ 0.53396732 0.51940221 0.49892591 0.40916751 0.66943891] [ 0.57674597 0.52177288 0.51710821 0.63558072 0.3523945 ] [ 0.63108856 0.4461933 0.46284316 0.58395588 0.35935025] [ 0.22670514 0.66787751 0.36550183 0.85704575 0.55957629] [ 0.61375326 0.59947128 0.35079229 0.40074221 0.35079195] [ 0.22644607 0.76183196 0.3927593 0.7843819 0.46648417] [ 0.75043927 0.411838 0.50674548 0.28870883 0.52142341] [ 0.25072665 0.69808139 0.45372815 0.6806941 0.52442738] [ 0.41954823 0.57854019 0.29436104 0.64547122 0.39543012] [ 0.60059373 0.65638936 0.35576769 0.53419398 0.47852036] [ 0.48332364 0.58065512 0.56412054 0.625571 0.55099755] [ 0.29545303 0.74205506 0.2912097 0.77362142 0.52656562] [ 0.61568185 0.55597279 0.43005327 0.61652672 0.34603999] [ 0.39566482 0.59059734 0.42940777 0.50236192 0.55745788] [ 0.18216815 0.54012536 0.51006812 0.82078114 0.6065898 ] [ 0.45622933 0.55783664 0.4167767 0.772222 0.57818528] [ 0.60922089 0.53573217 0.48616047 0.44338321 0.61625242] [ 0.89681575 0.26266764 0.4241321 0.18083526 0.36574741] [ 0.49210632 0.65439421 0.41385298 0.68028454 0.42638553] [ 0.72718722 0.48236569 0.47887832 0.2455163 0.42127126] [ 0.41509856 0.57745804 0.31505991 0.52174357 0.49563931] [ 0.85008872 0.37420178 0.64350031 0.1527771 0.31564985] [ 0.57569966 0.52794078 0.46397815 0.44753295 0.57845587] [ 0.69542122 0.55875347 0.54372008 0.24208578 0.4075919 ] [ 0.20499356 0.66447544 0.41268533 0.89979757 0.61184047] [ 0.41168711 0.68996906 0.33013523 0.63086524 0.39165746] [ 0.6202159 0.5058241 0.60325685 0.35126986 0.51028243] [ 0.48684714 0.43163219 0.60930261 0.35433055 0.67297897] [ 0.58081934 0.53515635 0.46852859 0.38516315 0.55694458] [ 0.48897673 0.52231471 0.3908748 0.47738833 0.45041045] [ 0.41899824 0.44213022 0.50407451 0.68142093 0.47679919] [ 0.61607335 0.51008161 0.48017366 0.27781577 0.29872136] [ 0.63023745 0.54695648 0.37217816 0.61316923 0.44859047] [ 0.79953293 0.50921464 0.36294051 0.33675748 0.39766553] [ 0.71059464 0.38430314 0.3495063 0.20309538 0.32034465] [ 0.57844388 0.4770479 0.49079317 0.51721036 0.41576859] [ 0.35735098 0.44472351 0.37132299 0.84317209 0.47391436] [ 0.29917556 0.73374743 0.37516541 0.76517278 0.38742525] [ 0.55609165 0.49245512 0.50728903 0.72025736 0.4812231 ] [ 0.57746082 0.45255088 0.55700286 0.63452765 0.4339616 ] [ 0.36809131 0.56148095 0.42618948 0.78439751 0.43731886] [ 0.28544459 0.56855377 0.43429808 0.79015318 0.41987093] [ 0.6137408 0.50955939 0.40346348 0.44335251 0.46274278] [ 0.68753099 0.49497815 0.44029817 0.38069584 0.49235764] [ 0.60488426 0.56001903 0.32932489 0.47249947 0.42635512] [ 0.63973757 0.63647947 0.3476778 0.40871401 0.48636317] [ 0.75989169 0.46716005 0.39988124 0.29938161 0.36093537] [ 0.51516214 0.65978372 0.57652652 0.64980621 0.56921822] [ 0.54590317 0.42805121 0.50210593 0.33267143 0.42297296] [ 0.69638031 0.4756056 0.54157695 0.37912822 0.4695615 ] [ 0.64085961 0.52494605 0.5961104 0.52547416 0.49069391] [ 0.51619911 0.55843864 0.23160224 0.61085394 0.45964795] [ 0.43200988 0.65478783 0.40678975 0.71832871 0.48345696] [ 0.52330575 0.52074935 0.47749559 0.51430007 0.5020299 ] [ 0.74327212 0.44575598 0.52487639 0.24578927 0.3072101 ] [ 0.32874109 0.49989024 0.31160156 0.65992585 0.45887697] [ 0.23485897 0.61903183 0.47525725 0.72023117 0.55789946] [ 0.55785325 0.45223188 0.60388281 0.44238107 0.49828429] [ 0.54056605 0.6540049 0.44905895 0.49810633 0.44869739] [ 0.81580048 0.46447165 0.47123037 0.2780123 0.43864685] [ 0.44038924 0.40350437 0.64320817 0.66880442 0.57940284] [ 0.55261926 0.66437026 0.39252585 0.67293687 0.37780476] [ 0.29178104 0.51792436 0.63622448 0.74340947 0.74509678] [ 0.3289543 0.58802685 0.42158645 0.7328907 0.44024757] [ 0.47187097 0.50761791 0.39865449 0.62298316 0.53672173] [ 0.62511283 0.66324852 0.20304142 0.42154155 0.34488153] [ 0.43774677 0.62176431 0.34753795 0.64263554 0.57426185] [ 0.2977052 0.57182502 0.49555323 0.5978117 0.5282656 ] [ 0.40491426 0.53335734 0.27993262 0.71291968 0.47462476] [ 0.59509913 0.42386104 0.59961591 0.40721945 0.39350241] [ 0.62420433 0.39608674 0.49559648 0.27186476 0.46363564] [ 0.72971996 0.63370449 0.38263539 0.62745346 0.53156689] [ 0.69889349 0.37195681 0.53050158 0.33319929 0.48389003] [ 0.30607449 0.57933889 0.45157976 0.77424111 0.4610943 ] [ 0.41002897 0.58031647 0.37800655 0.79449828 0.36509642] [ 0.70912128 0.61476192 0.22654324 0.52301584 0.24092637] [ 0.57670243 0.49758264 0.35560556 0.52387671 0.45841579] [ 0.80731658 0.47547447 0.50675905 0.27993481 0.3849262 ] [ 0.47758391 0.60498794 0.5893551 0.48647471 0.49217218] [ 0.69817624 0.48263108 0.4774203 0.4116861 0.45713387] [ 0.59159114 0.58690552 0.50782067 0.58139131 0.34215005] [ 0.63911344 0.53984095 0.41831169 0.39954394 0.37927131] [ 0.44369199 0.6089819 0.5039547 0.73817752 0.57807861] [ 0.74190246 0.48594699 0.57636065 0.38007336 0.38812618] [ 0.25573629 0.5317549 0.30280768 0.82003789 0.58614339] [ 0.755515 0.5487948 0.44070659 0.41625281 0.29641658] [ 0.7471124 0.46700087 0.39783964 0.22796055 0.31114447] [ 0.40527151 0.43569675 0.4224864 0.53901465 0.41003007] [ 0.71997354 0.55489501 0.36377657 0.42428637 0.51952129] [ 0.33360566 0.56090492 0.5450571 0.66225213 0.67515151] [ 0.51114648 0.439847 0.49997405 0.47065357 0.49219669] [ 0.6761487 0.52809345 0.59706349 0.44838689 0.46384528] [ 0.79733699 0.35859482 0.44677526 0.17869252 0.34170211] [ 0.57803224 0.60821968 0.44905323 0.56624452 0.37653027] [ 0.60906469 0.51952722 0.38390934 0.34739181 0.35703451] [ 0.47006818 0.68073192 0.37287991 0.74407749 0.43472122] [ 0.47523835 0.4392422 0.59538171 0.56026584 0.49392784] [ 0.78917765 0.44518182 0.42350383 0.34599986 0.4536002 ] [ 0.40581751 0.51359999 0.55578188 0.70738905 0.55039394] [ 0.51343198 0.63344444 0.28544958 0.59582524 0.41527918] [ 0.66915743 0.35789798 0.65262141 0.32109874 0.42924289] [ 0.32466106 0.70280524 0.27984828 0.59900953 0.39417796] [ 0.64218399 0.48227061 0.5999436 0.29824668 0.4180912 ] [ 0.43772983 0.55280344 0.453945 0.53757483 0.46998451] [ 0.54180004 0.4370224 0.39626928 0.53071514 0.58855128] [ 0.61724107 0.43935258 0.6143666 0.32808854 0.62412314] [ 0.73026372 0.37632194 0.56886768 0.37897927 0.43016405] [ 0.75157443 0.55157146 0.59359462 0.38664656 0.37055467] [ 0.57101213 0.57351101 0.42033992 0.51317036 0.33323366] [ 0.32835399 0.58867786 0.37576963 0.44273822 0.41363604] [ 0.3685851 0.64412733 0.47922363 0.5362547 0.59169499] [ 0.71225831 0.46741021 0.45321826 0.21854505 0.47265464] [ 0.53444495 0.48898724 0.48003868 0.53136706 0.38247138] [ 0.4765599 0.52322742 0.50297939 0.45660269 0.58456859] [ 0.49569352 0.60891822 0.57462804 0.64206174 0.52573173] [ 0.57142767 0.4131451 0.44406895 0.4710011 0.63933292] [ 0.48603905 0.51609458 0.48261525 0.74422147 0.52207855] [ 0.65645424 0.52036191 0.48367144 0.56323978 0.45502579] [ 0.37528526 0.55335431 0.52641961 0.82680676 0.56083899] [ 0.40397414 0.48798097 0.44560136 0.64657765 0.43019844] [ 0.72461941 0.44093487 0.49838601 0.30723995 0.56567823] [ 0.39978654 0.4691171 0.49869275 0.6756573 0.47035501] [ 0.7153143 0.51378032 0.45691289 0.32894819 0.34491456] [ 0.58541618 0.61521757 0.34917085 0.3985791 0.46980508] [ 0.50332379 0.5389748 0.61333537 0.80825346 0.58009303] [ 0.86327466 0.3869012 0.53904363 0.20700075 0.35788465] [ 0.56090964 0.51302544 0.55596102 0.36726259 0.54026736] Progress: 60.9% ... Training loss: 0.411 ... Validation loss: 0.677[ 0.51822104 0.50786052 0.44256764 0.69851927 0.44141887] [ 0.709872 0.41759808 0.49578705 0.40122145 0.42838702] [ 0.60174791 0.45060587 0.59975509 0.39978292 0.46705799] [ 0.76480358 0.35190674 0.63914391 0.51537707 0.41020288] [ 0.32575078 0.53210381 0.58794439 0.76028154 0.59758696] [ 0.61653892 0.34864862 0.59533053 0.33278024 0.37890382] [ 0.59553773 0.46327696 0.53706983 0.41850331 0.361476 ] [ 0.59203248 0.44945803 0.63983876 0.45508987 0.42827146] [ 0.38241922 0.58298693 0.48034654 0.54136721 0.45737989] [ 0.21875039 0.59745903 0.49083774 0.78684526 0.48713093] [ 0.78726432 0.37381889 0.66236387 0.19195833 0.37075455] [ 0.61100343 0.61914629 0.23886484 0.48740006 0.30350419] [ 0.72564068 0.43603991 0.5442149 0.52850314 0.4936809 ] [ 0.65177209 0.43925429 0.49026854 0.39642715 0.29260432] [ 0.64420642 0.53125188 0.54374273 0.47867552 0.37178886] [ 0.43703299 0.65849452 0.35486903 0.63027179 0.43793221] [ 0.36961494 0.49743482 0.58533445 0.58392654 0.60422082] [ 0.75543976 0.374086 0.6285273 0.2548863 0.42467721] [ 0.43375697 0.53044157 0.50569789 0.46746027 0.54770814] [ 0.55207888 0.50741522 0.52236424 0.42668274 0.35008805] [ 0.48263261 0.50693101 0.45528903 0.73953022 0.50219057] [ 0.56608388 0.63095891 0.44251629 0.41994875 0.54388055] [ 0.50619479 0.51222534 0.28299057 0.69958338 0.5024735 ] [ 0.17503138 0.66661012 0.37392856 0.83494947 0.51928361] [ 0.48432978 0.64231255 0.51816409 0.59293637 0.47429891] [ 0.55368787 0.61104409 0.31086532 0.5585666 0.52276273] [ 0.62628742 0.46334598 0.33345784 0.43588366 0.35324334] [ 0.59744336 0.47944421 0.59553414 0.32253241 0.53639296] [ 0.70358228 0.47098267 0.67680205 0.33551494 0.49106579] [ 0.69459896 0.4327903 0.54510556 0.45996593 0.5320815 ] [ 0.680028 0.41398294 0.60166415 0.40402574 0.46488688] [ 0.71781417 0.5138566 0.56471451 0.42361235 0.51819742] [ 0.30015157 0.64374127 0.35789843 0.76890928 0.54691988] [ 0.56634347 0.53411891 0.47371482 0.6814383 0.42264441] [ 0.70772489 0.41237211 0.54321427 0.47941742 0.41756603] [ 0.21684648 0.584067 0.46073448 0.75090541 0.65816406] [ 0.57808084 0.55624103 0.50729935 0.42720331 0.57318026] [ 0.41755644 0.56467019 0.46883447 0.77253347 0.49178169] [ 0.71588289 0.67656191 0.44629079 0.44617818 0.38550117] [ 0.48423503 0.47123836 0.41467244 0.63010101 0.45106184] [ 0.55958105 0.28790538 0.55607269 0.27996171 0.58948609] [ 0.69688883 0.45874196 0.56001926 0.5203157 0.37677598] [ 0.38116119 0.5088267 0.30328348 0.68830752 0.42265253] [ 0.50573555 0.66870437 0.33657566 0.53298745 0.38048469] [ 0.30877719 0.69224568 0.32894861 0.7390509 0.47389818] [ 0.4850688 0.62351958 0.41937221 0.37788872 0.54102037] [ 0.39114984 0.67162935 0.38074548 0.64742696 0.50885483] [ 0.7363433 0.36631059 0.62285712 0.35493728 0.40195476] [ 0.51507699 0.41830154 0.66920697 0.35693547 0.54251205] [ 0.45918876 0.57157997 0.3952292 0.57051524 0.51807969] [ 0.84508926 0.4495221 0.52177634 0.33232522 0.39155315] [ 0.30991767 0.69840727 0.42595917 0.65415515 0.48053213] [ 0.59071338 0.43791285 0.52060503 0.67224378 0.37361692] [ 0.09657576 0.66550669 0.47445263 0.8114199 0.52799131] [ 0.7342589 0.23970426 0.63735039 0.26204926 0.45508071] [ 0.3899514 0.56687384 0.47850919 0.6465727 0.50132695] [ 0.68167342 0.46008435 0.50555338 0.40962302 0.45113365] [ 0.60564132 0.48631982 0.52992179 0.60973552 0.39672643] [ 0.51678042 0.67725592 0.33683238 0.39847263 0.36252603] [ 0.65285354 0.55195479 0.62575305 0.39362106 0.47733165] [ 0.53547656 0.58214771 0.4351576 0.54620749 0.53103825] [ 0.5671518 0.55702516 0.39723221 0.56944865 0.50021043] [ 0.3765491 0.59373705 0.49815581 0.61629244 0.68863305] [ 0.25254514 0.72723171 0.36686292 0.74052516 0.50276164] [ 0.65813199 0.3512268 0.55440356 0.49638519 0.28386892] [ 0.78318684 0.30245385 0.53915591 0.23722965 0.53254384] [ 0.73794151 0.45694581 0.47522823 0.26803901 0.39527247] [ 0.73656753 0.40381673 0.50698066 0.24383576 0.35408052] [ 0.52567626 0.6508575 0.43805296 0.55399906 0.55861497] [ 0.68007295 0.46442189 0.60989804 0.24482861 0.42465389] [ 0.4370561 0.57055577 0.46169152 0.76969293 0.46959007] [ 0.45494648 0.55668506 0.50046512 0.61612017 0.32985762] [ 0.58769869 0.50031002 0.47323652 0.44810654 0.38563928] [ 0.62945041 0.45036785 0.49663983 0.46783482 0.40473678] [ 0.39692591 0.64111442 0.38253279 0.61797815 0.4560103 ] [ 0.81612152 0.47914508 0.57924931 0.3908995 0.38577446] [ 0.37936905 0.6302968 0.30771102 0.51492781 0.41779978] [ 0.77402329 0.36699926 0.64575427 0.3950169 0.38400522] [ 0.66389438 0.50416508 0.39012124 0.66922884 0.32760987] [ 0.42352655 0.64001269 0.41134125 0.53896578 0.39607126] [ 0.35495066 0.52772753 0.47658763 0.57119646 0.50205413] [ 0.34759927 0.63474265 0.54724363 0.6274363 0.65285575] [ 0.74176819 0.56119208 0.45729975 0.33524231 0.46810536] [ 0.46490582 0.63768451 0.32450037 0.45265974 0.32224051] [ 0.44506244 0.56561261 0.41554165 0.65621037 0.57685334] [ 0.52419853 0.55299711 0.50200095 0.51062196 0.43178641] [ 0.17588415 0.53701893 0.386562 0.89037173 0.66643699] [ 0.70998255 0.59805195 0.52411075 0.47952445 0.4502327 ] [ 0.26863837 0.72059699 0.32971397 0.68341869 0.35627424] [ 0.80332724 0.3743647 0.67656259 0.26516436 0.39293132] [ 0.67101075 0.43289785 0.41726287 0.54823061 0.42699719] [ 0.68420976 0.3415758 0.60858392 0.56171766 0.47019578] [ 0.73621924 0.48679284 0.43091392 0.41609048 0.37736014] [ 0.7537505 0.44418143 0.40775609 0.33368636 0.37336035] [ 0.66389438 0.50416508 0.39012124 0.66922884 0.32760987] [ 0.618935 0.57415627 0.49825722 0.3710362 0.54327396] [ 0.70853405 0.40915913 0.54174785 0.52484933 0.32197158] [ 0.67768809 0.54681962 0.39271374 0.46425873 0.31938661] [ 0.5613877 0.58340804 0.43497759 0.47222639 0.43634613] [ 0.30373628 0.70372492 0.38858469 0.73880986 0.46857037] [ 0.44445861 0.51201556 0.59124701 0.5579327 0.58979214] [ 0.47361005 0.56922529 0.41761917 0.70500144 0.31951371] [ 0.30204336 0.62075153 0.40221975 0.7021931 0.48763082] [ 0.56695795 0.50213891 0.42948998 0.54031175 0.45647013] [ 0.73873541 0.49124644 0.46685714 0.55431867 0.40971486] [ 0.26139041 0.59471438 0.36451447 0.767232 0.64136702] [ 0.82403822 0.32959951 0.69431038 0.18313812 0.38343401] [ 0.69173184 0.45059398 0.60227417 0.45617055 0.51663108] [ 0.52017477 0.52833135 0.49534767 0.48193473 0.37489873] [ 0.74346502 0.37221602 0.43766436 0.35993905 0.44047226] [ 0.61714012 0.48392295 0.48321351 0.43266329 0.36344242] [ 0.80790013 0.40812556 0.67124884 0.25725359 0.37631253] [ 0.55414758 0.49697194 0.54737413 0.6666112 0.46345654] [ 0.49427062 0.48660684 0.45350592 0.54782774 0.44206597] [ 0.80641119 0.46693826 0.61592293 0.30603677 0.38888653] [ 0.67667848 0.48049419 0.43254908 0.30367224 0.47633816] [ 0.72385642 0.48921601 0.62280798 0.31782615 0.58124695] [ 0.52740483 0.38861034 0.46319502 0.48499256 0.47651667] [ 0.73024879 0.54978001 0.54367558 0.60304333 0.4122508 ] [ 0.28662977 0.65342034 0.39213706 0.56449363 0.54753697] [ 0.55397152 0.47549654 0.63820096 0.40570584 0.50399615] [ 0.71530655 0.3763264 0.65949348 0.56665128 0.45451531] [ 0.56909497 0.55660641 0.48277522 0.77166436 0.37507912] [ 0.36106165 0.53595289 0.41647072 0.7108469 0.47439601] [ 0.39665502 0.60124497 0.45461577 0.74509796 0.5818335 ] [ 0.77281607 0.40091033 0.47280232 0.18568826 0.43948901] [ 0.59116378 0.34629818 0.6597443 0.59643998 0.46115569] [ 0.57760487 0.6188793 0.45292291 0.54865852 0.35173795] Progress: 61.0% ... Training loss: 0.411 ... Validation loss: 0.677[ 0.63151193 0.4481913 0.41096524 0.56703268 0.40108553] [ 0.59644581 0.46799142 0.48202836 0.45317007 0.409212 ] [ 0.24051113 0.69311523 0.31951721 0.82783019 0.64319907] [ 0.82147148 0.44931231 0.45110602 0.2354322 0.39481459] [ 0.69522828 0.46578705 0.61551653 0.3000833 0.51074047] [ 0.32639572 0.61408083 0.43343427 0.5773013 0.35871736] [ 0.49622546 0.61168736 0.32141295 0.55445953 0.40963609] [ 0.62538372 0.45716711 0.53555433 0.58091484 0.33834941] [ 0.28683949 0.58264513 0.52032644 0.70813825 0.52758598] [ 0.78379867 0.49249058 0.54417314 0.34168317 0.42731402] [ 0.76738663 0.39088382 0.47459165 0.18166657 0.42913896] [ 0.33769376 0.58703421 0.54136566 0.58199854 0.50027283] [ 0.60215529 0.41377363 0.59959447 0.43803141 0.47678195] [ 0.43227592 0.50205852 0.66940294 0.71031051 0.50125382] [ 0.31854579 0.58436563 0.37061404 0.84325197 0.57384807] [ 0.76203276 0.44070958 0.54844009 0.37801766 0.42552686] [ 0.6530025 0.36851204 0.50125019 0.47718355 0.34577256] [ 0.77575702 0.49258245 0.55510882 0.2411072 0.55286665] [ 0.69119363 0.27297353 0.66449526 0.48767161 0.49897983] [ 0.64718913 0.41043445 0.65352622 0.25837811 0.48555058] [ 0.65764457 0.40478318 0.57180702 0.52746553 0.44461893] [ 0.84032079 0.41511485 0.60885972 0.2130866 0.38904848] [ 0.60818972 0.4866499 0.42808504 0.50609821 0.44503058] [ 0.4253102 0.6118341 0.47297852 0.7870848 0.565224 ] [ 0.51470872 0.54062617 0.60120393 0.48072199 0.41896369] [ 0.48379288 0.60394419 0.38030798 0.5244 0.47538354] [ 0.49539869 0.48627142 0.45362925 0.54706566 0.44196728] [ 0.28611549 0.57653102 0.42864295 0.728712 0.45986529] [ 0.84727939 0.40760228 0.48143962 0.23840672 0.37454485] [ 0.1845884 0.63906744 0.51464914 0.82342865 0.53526428] [ 0.79568775 0.62346594 0.47668017 0.4430087 0.36698929] [ 0.66326265 0.47313871 0.5757196 0.67426967 0.49103631] [ 0.7916057 0.37266899 0.58694004 0.2623586 0.46148519] [ 0.75388959 0.52981999 0.42215604 0.22428766 0.39011212] [ 0.46523309 0.44099459 0.4665728 0.51940952 0.42337015] [ 0.69648342 0.55820193 0.5439726 0.24164317 0.40737623] [ 0.57139719 0.5113539 0.45635167 0.55332126 0.52391747] [ 0.73282221 0.4290639 0.41140637 0.24144992 0.40825591] [ 0.51731213 0.61709902 0.48080059 0.51289051 0.45718642] [ 0.63810379 0.5512967 0.48852064 0.3895622 0.4935556 ] [ 0.44989015 0.38671691 0.54740557 0.55837001 0.63888275] [ 0.51527681 0.47590944 0.48626228 0.63743917 0.5413128 ] [ 0.28611549 0.57653102 0.42864295 0.728712 0.45986529] [ 0.40827829 0.54632377 0.46187748 0.64018488 0.54230182] [ 0.73423147 0.45607868 0.67416841 0.32065491 0.45863788] [ 0.18325099 0.75564143 0.37821816 0.71958447 0.53429912] [ 0.29133476 0.69692069 0.34720519 0.80338525 0.560328 ] [ 0.60347768 0.50466883 0.37195803 0.41913786 0.49229274] [ 0.81392892 0.58645685 0.48872113 0.42679484 0.44191867] [ 0.23155452 0.73663896 0.37070483 0.71043359 0.46160663] [ 0.65721309 0.50672511 0.37712133 0.3636602 0.53211373] [ 0.48295153 0.57193836 0.48367677 0.59011469 0.55752093] [ 0.74105259 0.46301016 0.64627333 0.56126197 0.42931934] [ 0.74796551 0.35871318 0.58328478 0.37419133 0.45958159] [ 0.64664576 0.39700941 0.53926936 0.40887966 0.47463897] [ 0.43142289 0.58593519 0.55612091 0.64715076 0.60178645] [ 0.45738604 0.58787823 0.31559497 0.47957197 0.4483814 ] [ 0.26441321 0.5998179 0.40087011 0.77158241 0.43464026] [ 0.50199902 0.48243847 0.5194183 0.66177672 0.42326888] [ 0.27342193 0.61437101 0.46904944 0.68380254 0.35224238] [ 0.82962631 0.34476924 0.48135892 0.23813345 0.43312081] [ 0.38831328 0.56946185 0.53511807 0.44529653 0.56714303] [ 0.62200779 0.54772024 0.33361393 0.58052678 0.41883542] [ 0.65662342 0.43208886 0.59446886 0.48685563 0.42038907] [ 0.49990672 0.59181238 0.3904351 0.47437866 0.43437192] [ 0.56278189 0.53948451 0.48520147 0.52064588 0.40378624] [ 0.69026613 0.42820665 0.52393866 0.42835539 0.44149515] [ 0.39496117 0.58242902 0.5465573 0.73477578 0.48143675] [ 0.70142975 0.48070066 0.39148567 0.35830317 0.36620242] [ 0.59314661 0.72431906 0.45629582 0.60210584 0.411761 ] [ 0.35072847 0.72407803 0.32731373 0.61306185 0.48249561] [ 0.55267219 0.58976782 0.31093601 0.60787842 0.40251008] [ 0.45033044 0.5874326 0.41004236 0.75058688 0.61128599] [ 0.79232425 0.42025326 0.54702393 0.42324363 0.4360953 ] [ 0.51190416 0.65998906 0.38363635 0.47154944 0.32807701] [ 0.82668852 0.34386647 0.54166908 0.16227401 0.42720257] [ 0.54052462 0.44056863 0.50249385 0.53837796 0.42782734] [ 0.64787666 0.4651662 0.49655055 0.36233611 0.52916189] [ 0.49088945 0.4844903 0.43331278 0.56018474 0.58414472] [ 0.24983151 0.70813722 0.47518939 0.78435576 0.55916882] [ 0.5229107 0.39645445 0.60015403 0.26695352 0.47354831] [ 0.19376975 0.67297541 0.40297842 0.64074107 0.725544 ] [ 0.36982633 0.55121386 0.54722224 0.67520375 0.543342 ] [ 0.35045932 0.63147498 0.37012223 0.68114295 0.43352961] [ 0.80579492 0.51304653 0.54562981 0.35554432 0.41592266] [ 0.59399431 0.46029686 0.48998804 0.76864941 0.47920749] [ 0.48241332 0.45920532 0.52641734 0.28919644 0.58353507] [ 0.65823393 0.53995914 0.49199367 0.41928126 0.31319801] [ 0.31171053 0.56945843 0.38262979 0.80488912 0.56215794] [ 0.78071335 0.37853026 0.52455291 0.12035566 0.39361752] [ 0.4221696 0.55989676 0.58675367 0.61865235 0.59481297] [ 0.55865742 0.52516551 0.45516564 0.71480539 0.38362658] [ 0.35364222 0.45039346 0.48142459 0.64736443 0.47554143] [ 0.2737655 0.7224669 0.30099622 0.62401276 0.42040319] [ 0.48879716 0.63344777 0.52676222 0.44329704 0.51371515] [ 0.6762027 0.48086897 0.43240334 0.30392868 0.47647251] [ 0.77960426 0.42849523 0.50410839 0.18660451 0.27930299] [ 0.37070552 0.54855732 0.48969691 0.52072571 0.62767694] [ 0.60668583 0.5227138 0.31302071 0.41406288 0.42216237] [ 0.28072324 0.552908 0.44782929 0.72427198 0.56833934] [ 0.56963648 0.60133128 0.50292364 0.48726334 0.42189058] [ 0.79321141 0.54135489 0.54201487 0.47373441 0.37582609] [ 0.50739835 0.49804117 0.47164018 0.67589443 0.3308307 ] [ 0.5390258 0.61373109 0.35080916 0.56496155 0.46478417] [ 0.78118786 0.41960499 0.54238915 0.16090505 0.41145902] [ 0.64451918 0.51280954 0.43368968 0.50431145 0.35624533] [ 0.39844194 0.54594914 0.51181173 0.57339398 0.50831483] [ 0.43745504 0.60018241 0.38831005 0.48232833 0.49850864] [ 0.76699561 0.47472694 0.47862881 0.29350187 0.36932524] [ 0.75911646 0.42571686 0.58719486 0.29926934 0.41780676] [ 0.28599153 0.52149157 0.45772074 0.76651377 0.52737068] [ 0.38099015 0.63464516 0.40177773 0.69313445 0.4549165 ] [ 0.47972343 0.57596062 0.38317516 0.73951039 0.5298097 ] [ 0.72822413 0.32748156 0.71156483 0.53518533 0.38947752] [ 0.60175087 0.46723286 0.56840913 0.34398477 0.5185228 ] [ 0.79807561 0.55889655 0.4771548 0.32450658 0.40592997] [ 0.52077605 0.45866396 0.51370519 0.63449815 0.51517273] [ 0.43204411 0.57768477 0.50455624 0.61098271 0.55264519] [ 0.58757828 0.48290283 0.63543663 0.58179189 0.48254288] [ 0.72287034 0.37604728 0.51146291 0.40699706 0.53321488] [ 0.31444206 0.57420393 0.6110264 0.66096257 0.69708772] [ 0.71630216 0.50983448 0.47551241 0.35430423 0.37536686] [ 0.30456626 0.71388026 0.31488942 0.75459676 0.58087908] [ 0.44714976 0.52054516 0.4113945 0.39451602 0.36254376] [ 0.63896829 0.62409871 0.57966025 0.6151533 0.48967034] [ 0.31791366 0.64330264 0.39513781 0.71475037 0.54120149] [ 0.54389337 0.47686888 0.50340226 0.70348917 0.42120067] [ 0.47173148 0.62910409 0.59672241 0.52615947 0.44562138] Progress: 61.0% ... Training loss: 0.411 ... Validation loss: 0.676[ 0.4464094 0.46036194 0.46138242 0.53289384 0.55541556] [ 0.65771073 0.51514856 0.47360397 0.51371459 0.31989089] [ 0.40012241 0.44517387 0.39014076 0.76533419 0.52594442] [ 0.49349727 0.55849006 0.60844511 0.73417887 0.5913936 ] [ 0.62825191 0.41890212 0.65635169 0.4787605 0.39386944] [ 0.77024803 0.35199477 0.37668472 0.51980671 0.36622434] [ 0.64748158 0.52417356 0.52916406 0.44228553 0.41977717] [ 0.74950625 0.47442334 0.44571421 0.55273951 0.49310364] [ 0.43167185 0.61395162 0.42605783 0.66258822 0.38370783] [ 0.38345773 0.64159589 0.54477237 0.51542151 0.35255331] [ 0.44577191 0.49344214 0.56368349 0.45481282 0.52561497] [ 0.62374571 0.55005298 0.45372073 0.53412408 0.58891487] [ 0.26336353 0.59487054 0.4076528 0.66834614 0.401018 ] [ 0.7009011 0.54545608 0.54925771 0.46314304 0.45135703] [ 0.60530599 0.43906929 0.64619921 0.62363746 0.35733921] [ 0.54707065 0.51353563 0.5207914 0.40021932 0.38632768] [ 0.2783191 0.54481946 0.47831799 0.71322089 0.47557779] [ 0.33413018 0.4434837 0.52605005 0.61842599 0.48842046] [ 0.58342145 0.45431301 0.6458515 0.4978865 0.4283327 ] [ 0.44089893 0.68555848 0.42959077 0.59215651 0.3464104 ] [ 0.84073318 0.42065586 0.42369319 0.22508931 0.41647046] [ 0.5156229 0.51060767 0.49811412 0.72378579 0.42334296] [ 0.59461245 0.52261375 0.50929968 0.49149905 0.43000601] [ 0.50421831 0.61099004 0.52670974 0.35737227 0.5207478 ] [ 0.70131352 0.46549636 0.48039438 0.39042494 0.46660661] [ 0.68440414 0.32848398 0.43455441 0.32499223 0.40614974] [ 0.75956715 0.47175075 0.50326512 0.28178889 0.41193901] [ 0.55082611 0.44282597 0.58659688 0.67905558 0.3821435 ] [ 0.61466207 0.36428641 0.60961986 0.34344751 0.51937496] [ 0.66293166 0.3931078 0.56642967 0.38435889 0.47934057] [ 0.85201712 0.35400153 0.57285232 0.19458814 0.3327063 ] [ 0.61265477 0.55329856 0.39242035 0.3581312 0.29867185] [ 0.71955242 0.3762784 0.56586331 0.49212756 0.40261063] [ 0.39288734 0.47964637 0.4003341 0.63682893 0.4345217 ] [ 0.54413673 0.44794167 0.60136337 0.37906708 0.58717851] [ 0.45626163 0.55861816 0.3217197 0.51640486 0.47803485] [ 0.46170383 0.63079876 0.35122977 0.47143056 0.43090097] [ 0.35274162 0.7110928 0.46956743 0.68318169 0.47186484] [ 0.51311026 0.47756962 0.59149003 0.63934269 0.49344659] [ 0.64860248 0.55576412 0.49467645 0.39494662 0.35621266] [ 0.66291908 0.47064689 0.54776153 0.35201707 0.46838977] [ 0.32953088 0.53675928 0.50109747 0.86200322 0.66846786] [ 0.32802089 0.62119229 0.51036409 0.793363 0.37301587] [ 0.38833474 0.53919705 0.59007795 0.75159527 0.66664429] [ 0.18201157 0.70258449 0.40597118 0.79544319 0.62257937] [ 0.43824685 0.54441174 0.50665035 0.52903084 0.49798284] [ 0.7392845 0.3190563 0.50869631 0.42402332 0.42781475] [ 0.32343692 0.582267 0.51284899 0.63853489 0.57409678] [ 0.82003692 0.48368921 0.52199415 0.23839917 0.44004432] [ 0.60038226 0.58256521 0.4592353 0.51631535 0.55959963] [ 0.56551033 0.48843875 0.49650581 0.46865563 0.44207465] [ 0.61484689 0.51606536 0.66170002 0.56827561 0.51938859] [ 0.29385751 0.56723342 0.41454067 0.78206203 0.53556396] [ 0.34341239 0.55929441 0.43814896 0.76431742 0.45109734] [ 0.7740588 0.4043152 0.47687887 0.24074231 0.32686933] [ 0.72733521 0.40971248 0.43087984 0.51815311 0.28466988] [ 0.57027848 0.49465379 0.37521618 0.31204119 0.4269165 ] [ 0.41874682 0.55232267 0.54035113 0.73191509 0.45469798] [ 0.74330431 0.4556861 0.55737818 0.32469384 0.41058919] [ 0.23243207 0.61936142 0.42765746 0.54583465 0.58744969] [ 0.68748052 0.38780564 0.44529313 0.49760719 0.27935643] [ 0.23924724 0.69380054 0.31920212 0.82844537 0.64351637] [ 0.3884505 0.67375882 0.42897526 0.68797388 0.5126745 ] [ 0.4022094 0.58356296 0.54674069 0.75942012 0.56272773] [ 0.54707065 0.51353563 0.5207914 0.40021932 0.38632768] [ 0.28004008 0.74739257 0.40634102 0.76537618 0.46750398] [ 0.47381466 0.58510051 0.61115084 0.60204736 0.55219513] [ 0.51838768 0.54111823 0.48449577 0.70091271 0.46733417] [ 0.70135569 0.4538931 0.4826302 0.49538334 0.42456594] [ 0.39394614 0.63802842 0.5205702 0.59880559 0.3271822 ] [ 0.69460084 0.43122943 0.49951543 0.27718248 0.46532599] [ 0.48270605 0.5713444 0.4264573 0.38121175 0.37221446] [ 0.3660067 0.68581463 0.41258857 0.65351205 0.4538369 ] [ 0.85854396 0.38785591 0.48709764 0.19113216 0.39046072] [ 0.61714488 0.56075356 0.5390615 0.40776252 0.35028189] [ 0.50801567 0.46845762 0.52605009 0.3497126 0.63052661] [ 0.55391596 0.50558991 0.47067837 0.60928038 0.32252803] [ 0.52381376 0.43523976 0.43531888 0.48569464 0.67939943] [ 0.53596246 0.682925 0.3816525 0.64032651 0.4291621 ] [ 0.59620525 0.39475772 0.67643458 0.71335748 0.46437065] [ 0.77387561 0.39712964 0.54784311 0.18895258 0.4030977 ] [ 0.29342875 0.54527531 0.3663876 0.80908462 0.51538302] [ 0.53836927 0.53034157 0.48903723 0.5382594 0.49468251] [ 0.74765954 0.40903628 0.57089757 0.62418765 0.34394619] [ 0.36735388 0.53231506 0.49701515 0.59317316 0.59894733] [ 0.84709706 0.40780051 0.48138843 0.23847635 0.37458932] [ 0.73723994 0.45999245 0.57432431 0.56772846 0.39336139] [ 0.51838768 0.54111823 0.48449577 0.70091271 0.46733417] [ 0.44487129 0.53860441 0.46547699 0.81397281 0.56565839] [ 0.51623751 0.52716472 0.50757338 0.52344125 0.54650882] [ 0.78064348 0.4723712 0.57821413 0.31674059 0.4810699 ] [ 0.43722991 0.65850628 0.35482624 0.63012794 0.43799612] [ 0.52586532 0.52011313 0.54551269 0.54150794 0.39990412] [ 0.68779257 0.36748782 0.49335082 0.3666892 0.40531263] [ 0.79791709 0.42863423 0.47609254 0.23963513 0.34796884] [ 0.86289574 0.52147399 0.56750786 0.30214234 0.38707225] [ 0.6791678 0.63339498 0.44818015 0.50247201 0.37753162] [ 0.42123595 0.57024944 0.46305669 0.73227232 0.45818154] [ 0.70555484 0.41842319 0.44260983 0.23176109 0.39417952] [ 0.5834006 0.59676923 0.44296521 0.5548008 0.42218503] [ 0.58732203 0.62576219 0.43490079 0.52195934 0.40050604] [ 0.64643489 0.57493613 0.52575484 0.56619391 0.33443456] [ 0.41651202 0.51051618 0.45456731 0.63959907 0.71383871] [ 0.30737321 0.64363721 0.54622019 0.78495267 0.59119764] [ 0.63074184 0.68189511 0.31515506 0.61261838 0.4341489 ] [ 0.39826623 0.55583875 0.48533491 0.75511557 0.66076437] [ 0.22445893 0.65140471 0.43291844 0.78744997 0.4358801 ] [ 0.42063802 0.62995038 0.46991747 0.48042868 0.4373762 ] [ 0.48381328 0.59565295 0.37731205 0.51231544 0.30539405] [ 0.23414893 0.63134844 0.34077222 0.71010069 0.54857667] [ 0.53188293 0.67416892 0.56079103 0.56166837 0.6021367 ] [ 0.76923123 0.38156115 0.60027554 0.56399528 0.32836267] [ 0.62707791 0.39257617 0.37012934 0.43908305 0.42866347] [ 0.40040223 0.62958748 0.40134252 0.69790829 0.58410243] [ 0.70431246 0.5233511 0.48593576 0.2955338 0.30509838] [ 0.41031683 0.52808069 0.59072737 0.67247987 0.56720266] [ 0.51209401 0.51364032 0.4439964 0.42198848 0.37546065] [ 0.53897922 0.54059472 0.51128213 0.39184386 0.46938238] [ 0.6043236 0.49501419 0.50745762 0.4367938 0.65138858] [ 0.80259508 0.530006 0.53262656 0.30892402 0.38923335] [ 0.86153569 0.38096467 0.61422685 0.14208453 0.34168109] [ 0.68537122 0.41366853 0.58208001 0.27450894 0.4154573 ] [ 0.64582683 0.37341445 0.49875692 0.61750498 0.47999672] [ 0.4534209 0.69793715 0.43021947 0.59601876 0.48348055] [ 0.39126378 0.49426827 0.39160309 0.54586797 0.59883033] [ 0.84372867 0.54709021 0.45328162 0.33958247 0.28051859] [ 0.37787106 0.46126542 0.59454741 0.76288837 0.58560768] [ 0.53575915 0.43079365 0.56733673 0.3357546 0.46392281] Progress: 61.0% ... Training loss: 0.411 ... Validation loss: 0.676[ 0.46764439 0.45513012 0.52738013 0.48749169 0.62634166] [ 0.34934794 0.67261657 0.39401294 0.49329876 0.66653603] [ 0.30472373 0.7079986 0.27317192 0.65445009 0.5609588 ] [ 0.6020657 0.66107859 0.28181275 0.46257539 0.34272084] [ 0.25693294 0.61262433 0.56219979 0.8542025 0.56681634] [ 0.36228928 0.70271465 0.56659322 0.58461155 0.5439136 ] [ 0.3361978 0.55736001 0.47537494 0.48470932 0.51720986] [ 0.58736124 0.63873453 0.43717114 0.47001802 0.46159721] [ 0.52759228 0.4414258 0.51905634 0.72297306 0.42834464] [ 0.49736116 0.514312 0.46651715 0.65256979 0.56287966] [ 0.73243425 0.34160984 0.61497922 0.39023603 0.38017797] [ 0.83872539 0.48352966 0.61676734 0.23640345 0.37658234] [ 0.3616231 0.55283994 0.42689942 0.78922383 0.4673678 ] [ 0.23324367 0.5878956 0.41744367 0.7042693 0.55492401] [ 0.71821381 0.59695479 0.43313661 0.41074358 0.39421641] [ 0.57505181 0.52880865 0.44236424 0.3108309 0.31283917] [ 0.86852572 0.4083245 0.53762145 0.22592394 0.28553039] [ 0.75223937 0.38811828 0.63069468 0.54722258 0.40921401] [ 0.63429245 0.40492213 0.44822597 0.46128824 0.51419624] [ 0.54085297 0.56156116 0.48545086 0.52966437 0.43275237] [ 0.64669543 0.62701946 0.47910802 0.52224791 0.36132416] [ 0.68156592 0.63937977 0.33706813 0.41620633 0.46179671] [ 0.54898367 0.51115382 0.51062378 0.65932146 0.44111892] [ 0.5885638 0.62973928 0.38179864 0.53842286 0.45355866] [ 0.49224738 0.63672274 0.48727303 0.46849755 0.50682297] [ 0.36538435 0.60616607 0.5321889 0.83044318 0.54837878] [ 0.45767681 0.61161731 0.37367056 0.46147258 0.40678154] [ 0.42099378 0.5771056 0.49559663 0.68882671 0.55947433] [ 0.4329018 0.5212971 0.50167214 0.73869071 0.5328447 ] [ 0.34917125 0.49368847 0.4392801 0.52635823 0.5892027 ] [ 0.25664244 0.58794737 0.51110491 0.77999771 0.58225535] [ 0.53396555 0.38952219 0.51464981 0.35499564 0.45506358] [ 0.3117113 0.62984853 0.43934683 0.78409121 0.47903132] [ 0.35480892 0.61610693 0.42947333 0.8476641 0.55725728] [ 0.70281212 0.5870197 0.48835905 0.41691158 0.43186917] [ 0.67669677 0.49784663 0.58024893 0.57062948 0.42829463] [ 0.52053084 0.50412367 0.489695 0.52107255 0.49090297] [ 0.51071484 0.51665882 0.50439326 0.5748568 0.57989823] [ 0.68570075 0.34700842 0.62252301 0.62945897 0.46793961] [ 0.5038191 0.59669844 0.34269177 0.42793596 0.51677117] [ 0.58026504 0.60744873 0.44928093 0.56489349 0.37637073] [ 0.58698305 0.42477231 0.47086827 0.45120795 0.39789842] [ 0.31143162 0.56962827 0.38252304 0.80510462 0.56227911] [ 0.32687369 0.58558907 0.49287648 0.73383688 0.48075668] [ 0.611197 0.42395588 0.64247608 0.57092684 0.53405103] [ 0.77292252 0.45189275 0.52600925 0.38876429 0.39045185] [ 0.49712341 0.53275736 0.38206047 0.59598531 0.52492669] [ 0.84999109 0.39411315 0.50916671 0.12947652 0.37941336] [ 0.73338601 0.46100488 0.63144233 0.293711 0.48635509] [ 0.29474818 0.74262237 0.29088438 0.77388859 0.52692879] [ 0.62111657 0.49313351 0.53556835 0.29900412 0.42869396] [ 0.57066618 0.58188293 0.45492198 0.47814626 0.42351096] [ 0.39865077 0.66560648 0.43273539 0.50727596 0.34110166] [ 0.72371713 0.5654225 0.6210857 0.50166234 0.4131812 ] [ 0.50036175 0.68015439 0.40904119 0.57065742 0.4683397 ] [ 0.52808617 0.46179875 0.52309559 0.53791124 0.48208939] [ 0.44362972 0.50017251 0.49713274 0.59435666 0.59683654] [ 0.80949089 0.54696052 0.54638286 0.29281985 0.41258893] [ 0.32899372 0.5733499 0.48812371 0.63159043 0.64079618] [ 0.73985991 0.37001222 0.62031029 0.28475881 0.51101316] [ 0.71814445 0.44939591 0.57047012 0.19483722 0.36687893] [ 0.55360242 0.6180166 0.59058133 0.62926238 0.51019982] [ 0.41397107 0.55371624 0.4691509 0.78404438 0.66815322] [ 0.45581361 0.52449166 0.4141981 0.50893422 0.36773076] [ 0.7456807 0.42341689 0.41899809 0.43313848 0.48019317] [ 0.50030271 0.55109966 0.43064714 0.43729635 0.37234289] [ 0.7279675 0.50859062 0.40291417 0.34099913 0.43521947] [ 0.52147006 0.61622484 0.37447641 0.32877479 0.38774913] [ 0.45821629 0.60453231 0.37943293 0.68870631 0.51964974] [ 0.73963434 0.47668578 0.45143288 0.28732895 0.37872385] [ 0.58164797 0.42651232 0.6086173 0.28885203 0.62360055] [ 0.73382181 0.51882559 0.47933607 0.24585063 0.36848478] [ 0.78759759 0.47993436 0.4267806 0.21272584 0.36040013] [ 0.27508001 0.698422 0.48980384 0.66835674 0.55370961] [ 0.37571958 0.58624352 0.46036488 0.67889232 0.38206514] [ 0.78277277 0.40856034 0.52592451 0.53793456 0.3414262 ] [ 0.58488407 0.50780788 0.48391718 0.41668701 0.45205403] [ 0.72817977 0.39591049 0.4648661 0.54162552 0.41819863] [ 0.73474339 0.41546064 0.56105225 0.47116469 0.44861735] [ 0.42081567 0.5141055 0.47732865 0.56047909 0.50720011] [ 0.48630346 0.54935747 0.47824694 0.49011366 0.53007344] [ 0.24175691 0.71313991 0.32809011 0.79380939 0.50415737] [ 0.64759491 0.29849215 0.68529961 0.54410585 0.47160014] [ 0.77977298 0.37932575 0.52422311 0.12067795 0.39388424] [ 0.60332783 0.59307993 0.4083643 0.57337258 0.44093687] [ 0.61986424 0.46759893 0.63069741 0.61892087 0.47886071] [ 0.4713779 0.61637669 0.46409949 0.63762448 0.63674919] [ 0.33153483 0.65289655 0.46203376 0.59598017 0.50286065] [ 0.69834026 0.51766646 0.37819064 0.28189918 0.3336647 ] [ 0.53432537 0.64319061 0.39140019 0.55785819 0.44832099] [ 0.44826471 0.58020273 0.25170944 0.723956 0.51562532] [ 0.73889689 0.42632035 0.61193419 0.62848816 0.39432359] [ 0.54149406 0.4769236 0.52007502 0.52006637 0.44208418] [ 0.27456911 0.68579988 0.38612194 0.62699874 0.61915562] [ 0.78139364 0.35636752 0.56720639 0.56865847 0.40530212] [ 0.56002577 0.40956013 0.42434695 0.37859722 0.40593037] [ 0.65220542 0.45099276 0.54317126 0.49268681 0.49408607] [ 0.74900065 0.458216 0.64188787 0.44680733 0.38081851] [ 0.21146853 0.75497877 0.34853661 0.79540596 0.49784387] [ 0.55207525 0.49521895 0.46301729 0.64437227 0.4920903 ] [ 0.64139637 0.54139564 0.44284745 0.45138882 0.40552992] [ 0.453468 0.45575967 0.49731996 0.63531124 0.43689693] [ 0.48604122 0.45746387 0.49620836 0.45381327 0.48886463] [ 0.59067653 0.41366279 0.49173314 0.46854908 0.42028155] [ 0.70417485 0.44383915 0.49142032 0.25589852 0.48186813] [ 0.75140322 0.45423204 0.49016587 0.22157831 0.2855583 ] [ 0.71283776 0.40948238 0.59086291 0.56825017 0.36548947] [ 0.60443078 0.5594454 0.53883664 0.31367298 0.47760875] [ 0.64179904 0.40306499 0.4306645 0.63902835 0.39806813] [ 0.37300612 0.48056117 0.37507758 0.66815936 0.5624796 ] [ 0.31081246 0.59049151 0.40752647 0.74874028 0.56295585] [ 0.40531789 0.5750563 0.37522452 0.46593136 0.46767132] [ 0.52646914 0.52204592 0.53042772 0.56713454 0.31750409] [ 0.86836314 0.40654891 0.44372177 0.23116301 0.27121673] [ 0.31289771 0.48930322 0.47083536 0.86243643 0.52582081] [ 0.46710497 0.42481177 0.41891092 0.57382966 0.61779251] [ 0.42293367 0.69881041 0.25159922 0.7733587 0.53462093] [ 0.84999109 0.39411315 0.50916671 0.12947652 0.37941336] [ 0.39663081 0.6413928 0.31158439 0.60734897 0.48192404] [ 0.30104088 0.58458578 0.43431939 0.60858387 0.49035259] [ 0.16266556 0.58478816 0.37825508 0.73896418 0.63466196] [ 0.86838416 0.30501458 0.59974933 0.15154107 0.32741011] [ 0.53301466 0.50120573 0.51994833 0.35531844 0.48166632] [ 0.34078489 0.51185071 0.40547194 0.77827881 0.59175215] [ 0.5243092 0.39830673 0.54026052 0.65750142 0.44483084] [ 0.55904545 0.69108694 0.38270632 0.54680991 0.46176575] [ 0.72710276 0.33151886 0.52942527 0.27851366 0.48283295] [ 0.77238615 0.52164926 0.60967516 0.39471609 0.41318192] Progress: 61.1% ... Training loss: 0.411 ... Validation loss: 0.676[ 0.64700506 0.58258209 0.40388026 0.61385133 0.3300007 ] [ 0.27023892 0.67445763 0.37209016 0.71186162 0.44023388] [ 0.74138768 0.41865692 0.58893247 0.36944879 0.42874832] [ 0.7727184 0.49139898 0.54142492 0.30357683 0.49493816] [ 0.72929402 0.54514165 0.46012289 0.31879652 0.48367734] [ 0.67109291 0.51865835 0.43903787 0.37883053 0.34122018] [ 0.66002584 0.57384646 0.56704367 0.59277965 0.46909893] [ 0.83198153 0.35448326 0.43926195 0.38047182 0.40819645] [ 0.3104866 0.44021457 0.48871879 0.89892646 0.63783295] [ 0.49636429 0.57342923 0.51487921 0.61167138 0.39966298] [ 0.47191669 0.61673337 0.47542979 0.7526414 0.44326304] [ 0.13203817 0.58129744 0.48303726 0.8810083 0.6683065 ] [ 0.55865144 0.60190906 0.50602454 0.43996422 0.4740259 ] [ 0.58353685 0.61967714 0.30257269 0.58086482 0.50502316] [ 0.25656023 0.57671795 0.51284551 0.84263447 0.5762796 ] [ 0.7512708 0.53543436 0.38949697 0.33500095 0.48671448] [ 0.53411636 0.39553635 0.52149156 0.55319765 0.45681652] [ 0.81306769 0.36191426 0.56475163 0.15111871 0.46215966] [ 0.86557893 0.34773642 0.6228418 0.18430403 0.40416356] [ 0.55567117 0.4045974 0.52689904 0.5205245 0.55100931] [ 0.43540847 0.68663834 0.40900343 0.61510805 0.53913162] [ 0.71591821 0.45450842 0.57434004 0.52172191 0.43400739] [ 0.73806614 0.35155091 0.64670683 0.4431611 0.46181018] [ 0.28969888 0.524325 0.49878835 0.74338447 0.43515985] [ 0.66927679 0.62597348 0.31355467 0.45447644 0.44166116] [ 0.43288504 0.57721214 0.50469162 0.61050295 0.55253814] [ 0.48357253 0.50651823 0.45541766 0.73892356 0.50211762] [ 0.77496247 0.44555673 0.65264776 0.34386904 0.41300242] [ 0.83417213 0.40483807 0.52914224 0.21959268 0.44534755] [ 0.42592004 0.57359242 0.33811704 0.66160181 0.39693189] [ 0.82667395 0.32627043 0.58301599 0.31606347 0.33735701] [ 0.54885961 0.52327789 0.3471475 0.37408006 0.41079597] [ 0.55614257 0.49408017 0.4876733 0.6470258 0.43576461] [ 0.53335116 0.63679026 0.50179761 0.66744521 0.5583178 ] [ 0.58052337 0.49663729 0.50094743 0.78964026 0.51906435] [ 0.48942819 0.41188119 0.50330315 0.6126543 0.3953204 ] [ 0.32065222 0.62926379 0.43409708 0.74131964 0.39562835] [ 0.6977102 0.45845696 0.56008387 0.51973415 0.37673583] [ 0.63818853 0.57628817 0.53594579 0.464205 0.41226528] [ 0.63850477 0.59904062 0.36829069 0.50122582 0.32364277] [ 0.33373553 0.64799849 0.36974995 0.79288379 0.38623164] [ 0.41069782 0.45272877 0.37242712 0.49159722 0.63979831] [ 0.69487702 0.32960468 0.54792024 0.38305507 0.45239144] [ 0.80789195 0.46599927 0.61623493 0.30482293 0.38858855] [ 0.75140248 0.45005284 0.50057089 0.28012986 0.45484899] [ 0.45883457 0.47630057 0.53571156 0.7170836 0.52520675] [ 0.35281041 0.50644614 0.561495 0.79900015 0.59653643] [ 0.53918031 0.34157123 0.56766684 0.29614257 0.40880276] [ 0.30278742 0.6521303 0.52971748 0.77633753 0.60261476] [ 0.604558 0.5384876 0.47589326 0.38101921 0.41697521] [ 0.74846373 0.54085841 0.57113851 0.52418152 0.39280112] [ 0.36989702 0.59188 0.54058235 0.76745298 0.49172942] [ 0.54987825 0.44884607 0.45642277 0.51202257 0.29489593] [ 0.49828221 0.47070314 0.40392394 0.48791574 0.43135546] [ 0.798618 0.47477969 0.3397936 0.35643616 0.32449211] [ 0.76903802 0.55549635 0.3532459 0.25969086 0.30969095] [ 0.3717445 0.56271797 0.47386696 0.5641515 0.45363293] [ 0.47148139 0.54318519 0.50518626 0.45564666 0.42083142] [ 0.55644571 0.56981099 0.48702656 0.42892788 0.43601407] [ 0.40955909 0.59458047 0.32144337 0.65099353 0.39268928] [ 0.45852588 0.57208244 0.39503763 0.5708525 0.51828777] [ 0.54261155 0.53911889 0.4033611 0.62502084 0.28815588] [ 0.49439298 0.63577554 0.48447015 0.62884221 0.46886296] [ 0.62302376 0.49358375 0.46870263 0.36791241 0.44828166] [ 0.72567672 0.37525873 0.5257069 0.35107509 0.32107843] [ 0.68659705 0.55117854 0.44820705 0.36285012 0.31782869] [ 0.35409988 0.59397354 0.42808111 0.67225009 0.40841991] [ 0.42381904 0.51964487 0.42748617 0.56555207 0.3927652 ] [ 0.72748121 0.47609688 0.42695648 0.43713384 0.47453697] [ 0.428273 0.5620781 0.45196054 0.77837136 0.54163036] [ 0.5570002 0.62404246 0.37190729 0.28488192 0.39262878] [ 0.83247676 0.38287372 0.61222605 0.21322566 0.4424388 ] [ 0.35941851 0.47480508 0.37403251 0.76983334 0.4735847 ] [ 0.45879496 0.5654996 0.58923481 0.57124796 0.4362544 ] [ 0.34053824 0.65259698 0.37484938 0.75637876 0.47623821] [ 0.62236338 0.53870627 0.44401173 0.31518309 0.41578561] [ 0.5154162 0.60104638 0.43471177 0.49207766 0.42019681] [ 0.38579645 0.51348975 0.50143813 0.73236616 0.59141024] [ 0.44971898 0.54963342 0.60548764 0.46174595 0.4978061 ] [ 0.63339012 0.56427903 0.51326563 0.4514797 0.32186494] [ 0.54035185 0.56899289 0.53595884 0.57826736 0.48780943] [ 0.81234765 0.52188204 0.57876644 0.3301011 0.40872976] [ 0.30351231 0.56098048 0.51783118 0.71921835 0.4996576 ] [ 0.59892029 0.56920963 0.47057412 0.52996818 0.38098901] [ 0.70066604 0.50830908 0.48735684 0.33371623 0.43762941] [ 0.28019676 0.66542666 0.38662146 0.60263061 0.55266875] [ 0.59902894 0.49425676 0.41622529 0.59382247 0.36386912] [ 0.57998829 0.51471397 0.53615216 0.6173899 0.43110558] [ 0.40416346 0.59622542 0.40025752 0.84183577 0.44857578] [ 0.30313234 0.5767947 0.37435386 0.69464665 0.57239309] [ 0.57166919 0.62966309 0.49666303 0.52041032 0.36483049] [ 0.3418676 0.67630158 0.49491451 0.55115491 0.36486485] [ 0.47792895 0.50483723 0.57691875 0.76180281 0.38283678] [ 0.77694343 0.49697625 0.44093552 0.27487669 0.3747923 ] [ 0.67038923 0.32296156 0.50777483 0.47663945 0.43456352] [ 0.78503991 0.52711045 0.48398302 0.40347539 0.4388272 ] [ 0.44073383 0.59158817 0.40721403 0.65226268 0.61007339] [ 0.4466388 0.61229833 0.46873138 0.60779952 0.55128164] [ 0.53908037 0.46446381 0.51797847 0.59325072 0.42321965] [ 0.50472226 0.58446431 0.41154708 0.39900712 0.41015084] [ 0.32813754 0.55438945 0.46362904 0.58868496 0.61554153] [ 0.53539099 0.48672221 0.3999354 0.39700501 0.38143255] [ 0.69112339 0.54773561 0.45205124 0.50106748 0.59768993] [ 0.62520601 0.5983338 0.46897909 0.43482822 0.5130137 ] [ 0.46468876 0.514374 0.57218474 0.63935662 0.51313591] [ 0.38786366 0.53552283 0.51657219 0.46467906 0.4227974 ] [ 0.62709589 0.52367269 0.48661079 0.41824122 0.60514777] [ 0.3119716 0.62282469 0.37099859 0.76627114 0.53537088] [ 0.6195192 0.47719299 0.39704578 0.40680312 0.47182899] [ 0.31356405 0.61607374 0.42513736 0.6037331 0.46846574] [ 0.34639361 0.49417452 0.39641624 0.47358485 0.69630092] [ 0.42810712 0.53271117 0.49402944 0.7023571 0.61632875] [ 0.66376776 0.40238073 0.59236412 0.57698045 0.44561579] [ 0.55890546 0.36425186 0.53710658 0.65040372 0.56977152] [ 0.20826752 0.61862484 0.35292857 0.83163749 0.56046144] [ 0.72683309 0.43012574 0.58279886 0.56530376 0.4401349 ] [ 0.78556016 0.46652932 0.45121735 0.13246295 0.34941903] [ 0.77875086 0.46716483 0.45990039 0.25681545 0.329912 ] [ 0.54323858 0.55570291 0.42322919 0.74525503 0.38458715] [ 0.66171832 0.44699759 0.61609177 0.59805193 0.4192959 ] [ 0.60603574 0.60153109 0.45701404 0.5239274 0.32589546] [ 0.3475516 0.49022113 0.53001273 0.59039892 0.58782479] [ 0.28198402 0.52553865 0.49617762 0.61468503 0.52335282] [ 0.70666554 0.38373963 0.54880473 0.42354824 0.34604287] [ 0.64888959 0.4012789 0.62945317 0.61474793 0.42948182] [ 0.3702452 0.5531814 0.4409514 0.68127386 0.43965166] [ 0.42402035 0.54133377 0.477021 0.78615507 0.51025172] [ 0.46126402 0.47914304 0.58775765 0.75514193 0.48916881] Progress: 61.1% ... Training loss: 0.410 ... Validation loss: 0.675[ 0.53674568 0.42849994 0.52232292 0.58496401 0.43293089] [ 0.26640715 0.56731732 0.49334781 0.748728 0.54619953] [ 0.20586946 0.59804179 0.47331653 0.7268601 0.43705345] [ 0.54735091 0.44210129 0.67808334 0.50771134 0.44761069] [ 0.68711023 0.40648911 0.5002013 0.37990951 0.45572741] [ 0.64601878 0.61606246 0.4866261 0.44840908 0.39437852] [ 0.47448281 0.58708652 0.547198 0.45186448 0.59602889] [ 0.62381778 0.33352304 0.40487216 0.66713523 0.37399475] [ 0.68572018 0.58623544 0.47545285 0.46350167 0.28113091] [ 0.52087376 0.58738689 0.52294733 0.80377716 0.54436993] [ 0.69781853 0.50403401 0.51554161 0.45933081 0.32663384] [ 0.81462099 0.3656121 0.63893517 0.31500155 0.3654917 ] [ 0.44291397 0.43184999 0.63745376 0.60392756 0.61344509] [ 0.44700571 0.61191588 0.44600084 0.73277371 0.56582599] [ 0.70990855 0.62674261 0.48611254 0.49276125 0.50237529] [ 0.54915734 0.58596686 0.28589043 0.49148051 0.42284341] [ 0.75177968 0.55168395 0.5935067 0.38639293 0.37062968] [ 0.57231266 0.50965521 0.44931012 0.4997048 0.40257011] [ 0.25066791 0.71116225 0.27561498 0.73358428 0.53170377] [ 0.53355277 0.42539867 0.67321808 0.52167232 0.43520567] [ 0.41760742 0.47658012 0.52115406 0.43087124 0.51038004] [ 0.77485617 0.45423256 0.58436593 0.24676342 0.50649385] [ 0.38823685 0.57924751 0.53315886 0.74718277 0.60789133] [ 0.34379269 0.51439052 0.60071795 0.77775317 0.64820399] [ 0.76611973 0.50141157 0.5643542 0.39176461 0.4507946 ] [ 0.36426909 0.60905771 0.42817746 0.77876382 0.35023218] [ 0.48458735 0.59802568 0.46289325 0.50546286 0.41930037] [ 0.4256057 0.6419182 0.32374287 0.71385923 0.49636858] [ 0.56851262 0.37907561 0.55608159 0.4664318 0.3817784 ] [ 0.53987246 0.47865168 0.5530276 0.33672546 0.3636881 ] [ 0.65568257 0.42185313 0.41186349 0.40530254 0.47777272] [ 0.60751861 0.52853916 0.54276854 0.41789886 0.51848029] [ 0.56444187 0.44832196 0.37236083 0.58840427 0.38126824] [ 0.37863043 0.59664482 0.46507625 0.73375644 0.64395503] [ 0.35210816 0.50697325 0.56127905 0.79911844 0.59671948] [ 0.43511192 0.53027429 0.457545 0.43147153 0.44626212] [ 0.39468554 0.60432494 0.52213111 0.78078154 0.53684885] [ 0.39514877 0.52657228 0.49025629 0.67924246 0.38597467] [ 0.37441935 0.59846889 0.41591666 0.43197151 0.53607289] [ 0.76975802 0.3990202 0.46787502 0.14782978 0.35934151] [ 0.56549275 0.70401532 0.40271554 0.55182314 0.46899779] [ 0.71902731 0.43194918 0.44838082 0.29903021 0.36999535] [ 0.30222972 0.59406081 0.46141927 0.86110587 0.6965204 ] [ 0.57755532 0.5925213 0.52033208 0.50292437 0.39102816] [ 0.84162758 0.39909229 0.39729795 0.35730553 0.39526359] [ 0.56190542 0.61434649 0.49367999 0.47841715 0.41206854] [ 0.69279227 0.45750574 0.44973848 0.32754676 0.38005741] [ 0.41905473 0.50654819 0.46395766 0.7063199 0.47119457] [ 0.33665304 0.48544476 0.49067745 0.67534551 0.62252511] [ 0.36785573 0.47779057 0.39472691 0.60137186 0.52317731] [ 0.53986606 0.55963213 0.50804611 0.57351159 0.52465134] [ 0.76747883 0.39937359 0.67242542 0.32429766 0.43855875] [ 0.55074422 0.52533275 0.45562176 0.46423873 0.39944092] [ 0.53200673 0.61109193 0.53473063 0.60692044 0.58174209] [ 0.49473448 0.56515137 0.60370657 0.42345387 0.5324714 ] [ 0.65459952 0.55526183 0.47204423 0.34095993 0.5237425 ] [ 0.50388462 0.67086989 0.45578144 0.64742106 0.61268976] [ 0.51773713 0.47352313 0.47536199 0.55440633 0.61808501] [ 0.40632022 0.65688897 0.41437959 0.63272064 0.42047731] [ 0.60101142 0.54342362 0.56228255 0.45980669 0.39530783] [ 0.65614549 0.52123489 0.53385342 0.40687419 0.37483153] [ 0.75345781 0.57446773 0.37907427 0.43437796 0.38426695] [ 0.67060296 0.35804235 0.52403247 0.30228136 0.4611961 ] [ 0.4368386 0.59017689 0.32531296 0.49557531 0.51968404] [ 0.58340037 0.55433272 0.35935815 0.40715943 0.40278451] [ 0.51667515 0.62523341 0.45659983 0.34454349 0.40568474] [ 0.44587078 0.534977 0.61838324 0.49040773 0.6044454 ] [ 0.80195952 0.45638197 0.56490727 0.30265305 0.30602424] [ 0.42234879 0.68726383 0.29037298 0.67354329 0.54771971] [ 0.46319082 0.53176167 0.56979906 0.61169502 0.56977577] [ 0.72342545 0.46205592 0.39135297 0.60523269 0.43620989] [ 0.71960918 0.45877124 0.46820773 0.21017159 0.3796912 ] [ 0.33220301 0.69189775 0.38404868 0.68011224 0.46824603] [ 0.74111436 0.54343622 0.3970439 0.26516993 0.35808766] [ 0.75436434 0.44421979 0.4077146 0.33328548 0.37339436] [ 0.3716579 0.73381132 0.34084712 0.80245224 0.56593133] [ 0.64308794 0.42005057 0.52049354 0.53053162 0.33963865] [ 0.54483068 0.38479173 0.48375425 0.27234666 0.43184157] [ 0.68947274 0.48435255 0.67713717 0.4348879 0.43542168] [ 0.33752172 0.67122936 0.41429172 0.83730333 0.41839325] [ 0.66077729 0.51066955 0.4368061 0.38409211 0.46726295] [ 0.7154643 0.44144571 0.50746755 0.34629568 0.30747171] [ 0.5155536 0.56241322 0.34632205 0.51620161 0.53404434] [ 0.68530652 0.45128971 0.41561509 0.46039435 0.55708419] [ 0.81842042 0.64570425 0.42497228 0.47968428 0.45274073] [ 0.36639208 0.53539448 0.36560744 0.77277243 0.44472373] [ 0.72635036 0.48198877 0.41532074 0.29223792 0.46659764] [ 0.43829365 0.49900737 0.5047907 0.50507473 0.53299429] [ 0.5309944 0.40591165 0.58194424 0.37839406 0.54428062] [ 0.69986552 0.55028417 0.39510239 0.39465051 0.41769548] [ 0.45739731 0.53141846 0.51608811 0.78013754 0.47511233] [ 0.41983787 0.71155885 0.42898911 0.66382514 0.4909959 ] [ 0.6447203 0.35503384 0.61451084 0.60437253 0.45469827] [ 0.58255505 0.51540493 0.38514931 0.44248176 0.50760011] [ 0.58465467 0.55756862 0.44690218 0.32978901 0.46941862] [ 0.836043 0.42440607 0.56678087 0.37909825 0.3841386 ] [ 0.53172348 0.53585145 0.49609609 0.49399166 0.57589095] [ 0.60023913 0.54083656 0.45222181 0.64982897 0.36041056] [ 0.31742282 0.70750529 0.43904972 0.62094105 0.39607857] [ 0.51006253 0.50289518 0.50923319 0.53625038 0.44005895] [ 0.50600885 0.64073106 0.44317374 0.69919026 0.5299158 ] [ 0.43931001 0.49491144 0.50838975 0.51346097 0.5262209 ] [ 0.61318491 0.49078106 0.49674021 0.39568625 0.43413171] [ 0.4463938 0.55741626 0.43029852 0.84143906 0.62895789] [ 0.602898 0.5844085 0.34628653 0.66918788 0.61024106] [ 0.66441456 0.43917594 0.46546093 0.33476301 0.5360533 ] [ 0.4082095 0.66927347 0.42985765 0.53198315 0.37436477] [ 0.71970828 0.36733845 0.62446667 0.41125231 0.45960129] [ 0.42326524 0.60010521 0.35310465 0.69160923 0.47876322] [ 0.60908317 0.5072756 0.39602124 0.4767919 0.57322476] [ 0.68543848 0.57366729 0.45520693 0.47149271 0.33270056] [ 0.6338778 0.56336336 0.51418285 0.46490531 0.50847993] [ 0.50448901 0.55336991 0.44658668 0.4237335 0.53329853] [ 0.40245161 0.6286725 0.40172554 0.69672751 0.58378012] [ 0.62281918 0.37061207 0.5125415 0.49273757 0.41021789] [ 0.58641289 0.52027696 0.521868 0.30716233 0.55077968] [ 0.76631045 0.509805 0.38951407 0.45101444 0.32486278] [ 0.72932513 0.50629391 0.49422407 0.43333589 0.36104467] [ 0.82822877 0.47984254 0.59033145 0.15651624 0.37240003] [ 0.38336969 0.56773872 0.37966114 0.62136425 0.61219791] [ 0.6033898 0.3353913 0.5238462 0.45496948 0.50836375] [ 0.72655939 0.30972515 0.56753013 0.41368278 0.4888563 ] [ 0.84649519 0.40840765 0.48114707 0.23896059 0.37480163] [ 0.75312059 0.52957624 0.5743056 0.34447775 0.50931425] [ 0.7465199 0.41185328 0.64824605 0.3264548 0.36101295] [ 0.51729897 0.56997097 0.36453425 0.5824656 0.61676071] [ 0.43347555 0.50348965 0.47786507 0.6422496 0.52985352] [ 0.73621506 0.44277361 0.39537126 0.40498084 0.57317956] Progress: 61.2% ... Training loss: 0.410 ... Validation loss: 0.675[ 0.25300308 0.48794415 0.38271029 0.85399809 0.54611362] [ 0.64212827 0.55821731 0.44762751 0.34569599 0.42971794] [ 0.71249741 0.50849359 0.52618446 0.59181114 0.46673493] [ 0.62357562 0.53609511 0.43467178 0.29296478 0.59642622] [ 0.78358288 0.3984819 0.66592097 0.52257335 0.3477737 ] [ 0.70143704 0.55931473 0.37970957 0.29027212 0.46338619] [ 0.52832268 0.56181806 0.52941077 0.59315069 0.52376884] [ 0.61848916 0.47505693 0.47925431 0.21682459 0.24267643] [ 0.4344944 0.53437059 0.49053857 0.61020962 0.29980877] [ 0.607277 0.56580572 0.52280765 0.44131757 0.48724521] [ 0.64195828 0.47329935 0.42500937 0.57154844 0.43690033] [ 0.54314894 0.44098294 0.37744484 0.33398444 0.42958683] [ 0.67131394 0.44882545 0.4080707 0.34465476 0.42383354] [ 0.66515524 0.51043908 0.55235052 0.36166752 0.4797653 ] [ 0.5347671 0.45768117 0.38360339 0.40759286 0.49130555] [ 0.51428593 0.48425726 0.47316831 0.46893664 0.40623121] [ 0.45852865 0.58026101 0.4796935 0.55552184 0.5749489 ] [ 0.68505442 0.33860632 0.42661571 0.40175109 0.45068063] [ 0.52454824 0.45456036 0.5839846 0.62310163 0.39037612] [ 0.64209997 0.59367348 0.52611475 0.44825789 0.38601617] [ 0.47299945 0.57191803 0.50866487 0.67647053 0.61063612] [ 0.461918 0.53035479 0.48391698 0.5903567 0.58166991] [ 0.45295915 0.62009777 0.40204076 0.60871176 0.47190141] [ 0.69215178 0.42452938 0.54555687 0.25885661 0.38543583] [ 0.73357566 0.42233102 0.50946851 0.43453527 0.45612456] [ 0.68748065 0.37602561 0.44271851 0.55684463 0.46581156] [ 0.38123732 0.66378488 0.34295561 0.70000281 0.60637073] [ 0.53960151 0.43762344 0.57061722 0.54741244 0.3780974 ] [ 0.70576883 0.500365 0.54073549 0.40304742 0.45498426] [ 0.36698161 0.58552903 0.42861323 0.80771864 0.65656841] [ 0.78415103 0.33625171 0.44583266 0.30915664 0.36365207] [ 0.39348513 0.65740003 0.48618942 0.733781 0.58566391] [ 0.70471651 0.50390099 0.47632087 0.30344436 0.42444852] [ 0.78102895 0.4942193 0.59563853 0.40371556 0.34654672] [ 0.2138218 0.71359868 0.35794737 0.80065801 0.60962529] [ 0.45819071 0.51045455 0.54060105 0.67525786 0.50599232] [ 0.61623159 0.62723108 0.47943273 0.48016577 0.33239193] [ 0.60178156 0.60738725 0.47271207 0.63784434 0.35162121] [ 0.85968446 0.32753299 0.57133927 0.18044599 0.37543273] [ 0.74857526 0.47111876 0.57647958 0.45686488 0.4231474 ] [ 0.62648662 0.43676389 0.50381054 0.33133007 0.53969489] [ 0.40681327 0.54914271 0.46151012 0.62735532 0.61775317] [ 0.61277665 0.59068199 0.36081653 0.48951018 0.45469051] [ 0.20237426 0.73648643 0.39010881 0.70751618 0.53859621] [ 0.50775796 0.65447325 0.45653057 0.60767529 0.47962479] [ 0.64004044 0.50977485 0.47884068 0.34628697 0.38652902] [ 0.26286049 0.62794911 0.47868589 0.8549848 0.41518994] [ 0.71524862 0.53864103 0.54655533 0.26644653 0.53895126] [ 0.36136387 0.62339948 0.37821806 0.76409323 0.49643019] [ 0.64995923 0.36026675 0.44782294 0.56594314 0.40441327] [ 0.2529552 0.48851216 0.42294901 0.78799291 0.63633651] [ 0.56469188 0.47673654 0.50186754 0.58072878 0.35757407] [ 0.38555157 0.68281989 0.4229004 0.62127991 0.54842027] [ 0.49936324 0.64266591 0.50140769 0.54720185 0.40439375] [ 0.63744752 0.45782815 0.52269822 0.29389655 0.46324742] [ 0.68438574 0.49340121 0.54834358 0.57408177 0.48258847] [ 0.73902189 0.51988133 0.55653112 0.26899323 0.50175846] [ 0.18017963 0.59498141 0.39737981 0.92314076 0.61836229] [ 0.3472708 0.54962173 0.53359226 0.88348458 0.59815746] [ 0.4193196 0.51493358 0.47699482 0.56131599 0.50749262] [ 0.76984404 0.33352796 0.63849434 0.39245273 0.29863432] [ 0.68269476 0.43128377 0.40995758 0.50746794 0.40084063] [ 0.49989801 0.63911203 0.43460035 0.48999132 0.36670042] [ 0.29961388 0.66647016 0.44152369 0.50853615 0.3940849 ] [ 0.52420579 0.57633256 0.50454175 0.70184493 0.61944026] [ 0.45434088 0.69763116 0.43034476 0.59518023 0.4833856 ] [ 0.33665618 0.67002609 0.50669363 0.57192572 0.40258828] [ 0.29575306 0.63674324 0.34957389 0.66777251 0.49722762] [ 0.81619304 0.49382512 0.52654922 0.33486574 0.44479111] [ 0.52417505 0.76110577 0.37011772 0.62762528 0.44749818] [ 0.64834252 0.57548289 0.37237176 0.32931794 0.38600834] [ 0.32346555 0.46291779 0.44534375 0.74112548 0.55464277] [ 0.39567342 0.61157309 0.52784743 0.64747202 0.63754145] [ 0.33036548 0.5855248 0.49972322 0.7786339 0.6184167 ] [ 0.55877102 0.40202917 0.60773218 0.60733469 0.51016813] [ 0.567491 0.43216235 0.40353514 0.30974937 0.44928144] [ 0.71707548 0.48578485 0.60319587 0.27970645 0.50320837] [ 0.36275404 0.55008425 0.47458465 0.75319062 0.39185145] [ 0.81358317 0.46069219 0.55078187 0.3142741 0.41475807] [ 0.38297244 0.5290402 0.51221959 0.728051 0.47020049] [ 0.31987902 0.5586968 0.47695332 0.88349753 0.61637944] [ 0.55734282 0.53883563 0.63351419 0.38996381 0.46385767] [ 0.52791197 0.59926694 0.45565572 0.65295342 0.4487317 ] [ 0.68583912 0.38709005 0.51925001 0.27820038 0.50245929] [ 0.65717018 0.53156689 0.41740911 0.4172687 0.33865779] [ 0.71933691 0.46272366 0.42187537 0.2957426 0.3397426 ] [ 0.53934672 0.4229194 0.45871838 0.4726304 0.50797313] [ 0.73166292 0.41273595 0.44213309 0.26312179 0.49658256] [ 0.73066262 0.38543638 0.50624639 0.67131265 0.44879704] [ 0.69370013 0.42517188 0.51371048 0.52417919 0.29583978] [ 0.56074991 0.54316253 0.39951739 0.42367814 0.37610018] [ 0.4572779 0.56535613 0.42601002 0.62854154 0.4796424 ] [ 0.60178156 0.60738725 0.47271207 0.63784434 0.35162121] [ 0.37303658 0.56567459 0.44215182 0.74370402 0.41136004] [ 0.48074539 0.46591763 0.51285971 0.66474652 0.47301853] [ 0.44536153 0.6261062 0.33395464 0.7542363 0.66359591] [ 0.79695126 0.50855654 0.3090564 0.30865344 0.34080658] [ 0.73348127 0.50317208 0.49492259 0.33713291 0.34616997] [ 0.56917364 0.51894064 0.5504831 0.39239082 0.61782538] [ 0.32234457 0.57583023 0.55085472 0.77049063 0.58642734] [ 0.43377936 0.48189535 0.41804223 0.62236257 0.40527619] [ 0.38994266 0.43219191 0.43909632 0.69322173 0.51067161] [ 0.58459914 0.49797953 0.44938975 0.59144614 0.57106649] [ 0.50314344 0.42208753 0.50855546 0.78904544 0.58353101] [ 0.62254958 0.58014117 0.28829939 0.63572918 0.46562106] [ 0.31133308 0.52104732 0.40166244 0.56946364 0.37705418] [ 0.41939174 0.65676908 0.41784892 0.5744763 0.42571092] [ 0.73474321 0.52285428 0.38159543 0.39696076 0.45948612] [ 0.33191095 0.57892582 0.46628328 0.76749063 0.47120469] [ 0.60844729 0.50757562 0.39591516 0.47709902 0.57332929] [ 0.62048705 0.4854815 0.5311306 0.42730197 0.38352783] [ 0.4121797 0.47027771 0.57912943 0.71237608 0.58639055] [ 0.57192291 0.62361666 0.26872905 0.61377676 0.38565828] [ 0.31602543 0.5052602 0.60664663 0.74884694 0.68692329] [ 0.76462681 0.3669688 0.61520091 0.26224026 0.43416602] [ 0.43717818 0.54519557 0.50630718 0.52964549 0.49826607] [ 0.5505235 0.5462019 0.49600088 0.49072401 0.36235591] [ 0.51195584 0.65065907 0.445 0.461783 0.41868291] [ 0.41617828 0.55223025 0.4527248 0.66507855 0.32579487] [ 0.74971501 0.44124312 0.50685727 0.34728474 0.41458992] [ 0.34436416 0.56671726 0.49544381 0.78625882 0.53754809] [ 0.65526825 0.47913203 0.55121581 0.44392174 0.45810978] [ 0.80110065 0.47564971 0.57393575 0.29935344 0.47180845] [ 0.73198994 0.47389458 0.69645368 0.34590504 0.38060988] [ 0.65214797 0.60974891 0.44327626 0.43341622 0.43578341] [ 0.74951674 0.52688391 0.34777429 0.29379001 0.33931277] [ 0.626084 0.58603796 0.3068525 0.39262816 0.37717751] [ 0.56485652 0.57200994 0.56117219 0.41321809 0.42732986] Progress: 61.2% ... Training loss: 0.410 ... Validation loss: 0.675[ 0.56107496 0.49226204 0.43237004 0.57505919 0.60601628] [ 0.62472886 0.54002325 0.42420761 0.55773263 0.46954424] [ 0.75634056 0.50062564 0.562064 0.43058114 0.39349246] [ 0.26617463 0.53249982 0.3916621 0.60269711 0.70202439] [ 0.38487181 0.61181847 0.54796929 0.64676001 0.54194677] [ 0.39716413 0.5199722 0.52323311 0.51555063 0.46265047] [ 0.45329168 0.54895966 0.56717987 0.52450639 0.47969342] [ 0.55591328 0.53050889 0.49046761 0.26746732 0.34117357] [ 0.82436463 0.41305819 0.58349762 0.2128551 0.41830552] [ 0.59651956 0.5074846 0.51102622 0.2882547 0.41025048] [ 0.39881013 0.52154792 0.54292722 0.7951047 0.53017582] [ 0.56609294 0.48711136 0.54277885 0.3526267 0.47697569] [ 0.2255433 0.5367654 0.3634209 0.77644825 0.50147257] [ 0.51134333 0.56897716 0.57608204 0.55748942 0.40285725] [ 0.51217189 0.66952926 0.35422469 0.69726523 0.46593862] [ 0.69697474 0.48208036 0.4984591 0.51568245 0.46592257] [ 0.59577678 0.66210686 0.4537647 0.30579482 0.46978677] [ 0.38862402 0.57794366 0.4430764 0.7588858 0.38599272] [ 0.70315723 0.47790747 0.57261808 0.41630529 0.49890377] [ 0.68700603 0.45570718 0.5705818 0.56880176 0.4444207 ] [ 0.39065295 0.56683727 0.47846412 0.64612771 0.50135754] [ 0.2572428 0.72594387 0.39529765 0.8402171 0.53827903] [ 0.4630984 0.66067335 0.49637425 0.49719975 0.48284126] [ 0.56369774 0.47116339 0.54668821 0.35109342 0.42266543] [ 0.54231633 0.46553833 0.57775464 0.30209142 0.51570811] [ 0.68742572 0.588993 0.41793088 0.38344576 0.37733984] [ 0.53798164 0.53979787 0.5598134 0.68774546 0.54284058] [ 0.34198746 0.61931089 0.53833464 0.7940355 0.49053058] [ 0.83369291 0.45622827 0.56842095 0.18897337 0.43658382] [ 0.70395709 0.5222246 0.51671373 0.53076336 0.37026022] [ 0.71751491 0.49544369 0.34472351 0.24695766 0.30556129] [ 0.45862139 0.66530598 0.47412338 0.58682288 0.5191215 ] [ 0.64852486 0.47699674 0.45691642 0.40249949 0.444398 ] [ 0.55077536 0.6175457 0.38914555 0.49707746 0.40886531] [ 0.43422463 0.49552166 0.58374522 0.46629637 0.38924923] [ 0.47362256 0.51096019 0.5025506 0.7708245 0.55746464] [ 0.80792201 0.42216154 0.57796872 0.23896644 0.44593391] [ 0.44272448 0.59060493 0.40759779 0.65116294 0.6097546 ] [ 0.52489671 0.53337381 0.52173494 0.70724353 0.43050228] [ 0.55266604 0.43887478 0.45610795 0.53129506 0.39075311] [ 0.27304623 0.60021936 0.55234989 0.79579678 0.48611405] [ 0.29066394 0.6900727 0.33418795 0.60170395 0.45894264] [ 0.43953104 0.52642214 0.64390978 0.71696025 0.46366938] [ 0.48407522 0.50642097 0.44071496 0.59219031 0.45905566] [ 0.55252028 0.605049 0.4722314 0.45310894 0.50801297] [ 0.42186955 0.64790324 0.30577443 0.52285191 0.51044803] [ 0.43695559 0.54804989 0.50508247 0.80679048 0.46323492] [ 0.61169557 0.51499858 0.56696575 0.32799391 0.5519976 ] [ 0.51515716 0.52754671 0.56355819 0.45985162 0.56501848] [ 0.63126593 0.43127597 0.50674547 0.54401822 0.62597469] [ 0.25644181 0.55059796 0.55390714 0.61926723 0.67294839] [ 0.24544864 0.50668424 0.60814109 0.78057441 0.76700627] [ 0.44464969 0.57763209 0.42447289 0.52856839 0.44453217] [ 0.27258025 0.75368578 0.40328269 0.73652548 0.43413012] [ 0.33748224 0.65120869 0.47342607 0.81025586 0.62147178] [ 0.39886191 0.52245858 0.54475554 0.72256444 0.53964965] [ 0.62671472 0.62970475 0.43799969 0.48140791 0.37545973] [ 0.56091188 0.46093201 0.61939924 0.23074677 0.55240016] [ 0.30335492 0.56120486 0.51770569 0.71937502 0.49976164] [ 0.48092398 0.61190063 0.32282159 0.57126508 0.40916517] [ 0.74177491 0.47191025 0.58193234 0.42105192 0.35123427] [ 0.4643151 0.56940106 0.43490559 0.63149111 0.48149415] [ 0.78043148 0.54432719 0.62499836 0.41656785 0.37442437] [ 0.42636973 0.57332061 0.33820352 0.66132692 0.39686623] [ 0.41729231 0.50600558 0.41793391 0.46926472 0.48319083] [ 0.65245951 0.45993392 0.49723079 0.56817894 0.35035117] [ 0.52502999 0.52611323 0.44533473 0.53455111 0.48515349] [ 0.48715372 0.53488488 0.49144115 0.49812819 0.43770195] [ 0.63134457 0.61263392 0.3708897 0.57902447 0.47848918] [ 0.63670371 0.53054727 0.44321551 0.5951687 0.61104086] [ 0.66542714 0.3803633 0.66396787 0.42395588 0.37927851] [ 0.55409641 0.34097688 0.45217551 0.4598904 0.59298409] [ 0.75206556 0.43917984 0.31134764 0.17531848 0.25588824] [ 0.73415459 0.44457103 0.54206776 0.55469797 0.37792159] [ 0.64059847 0.51416035 0.53851633 0.29519744 0.4160183 ] [ 0.53050234 0.5942972 0.46138875 0.3588958 0.46147053] [ 0.79277175 0.46256513 0.47697848 0.2648475 0.3526611 ] [ 0.50072814 0.54010213 0.49090701 0.57223334 0.46834127] [ 0.37932946 0.65614576 0.43335472 0.61255687 0.55755225] [ 0.34644276 0.60908104 0.42401296 0.83787075 0.55004704] [ 0.5502907 0.59229162 0.45188824 0.54175962 0.45770068] [ 0.48180574 0.62606705 0.36299996 0.57751015 0.30113132] [ 0.31655729 0.52308795 0.47927432 0.61421722 0.66042606] [ 0.52137573 0.56021516 0.36512785 0.4739224 0.46594488] [ 0.52459084 0.54681757 0.49005721 0.50397723 0.35431895] [ 0.77623405 0.35163759 0.62136134 0.17647293 0.47702025] [ 0.58345315 0.42577276 0.60888657 0.28797486 0.623367 ] [ 0.6610291 0.44313409 0.41228149 0.66991804 0.40250662] [ 0.36208126 0.63603575 0.34870045 0.70816681 0.51976832] [ 0.77951504 0.39543479 0.57942959 0.2909076 0.41338025] [ 0.76920806 0.45788165 0.49760541 0.44419458 0.4061611 ] [ 0.28292638 0.65454729 0.39307683 0.49266023 0.47512258] [ 0.35719264 0.61951672 0.43764801 0.80663181 0.40402358] [ 0.57832721 0.46280362 0.61813146 0.37755562 0.52022728] [ 0.34722554 0.65747514 0.41419836 0.67202028 0.42079174] [ 0.44669933 0.53471214 0.54480895 0.75978147 0.63984607] [ 0.77572782 0.38749978 0.47601164 0.24761208 0.42824308] [ 0.38570069 0.57418025 0.4764585 0.65226519 0.33589626] [ 0.38438084 0.5386908 0.39809788 0.5159418 0.58778194] [ 0.69269594 0.53580031 0.51408343 0.29675371 0.37839728] [ 0.48234548 0.48009993 0.49126655 0.5247722 0.49811557] [ 0.59384715 0.44685111 0.40692662 0.59731431 0.45586389] [ 0.71593376 0.26648798 0.63676314 0.55989201 0.44833678] [ 0.76920806 0.45788165 0.49760541 0.44419458 0.4061611 ] [ 0.66875346 0.42018483 0.67709653 0.49643339 0.45440508] [ 0.80800101 0.43069986 0.62395997 0.32395733 0.45102403] [ 0.23306164 0.48878579 0.40262425 0.82452693 0.62665039] [ 0.53516006 0.56411576 0.50024024 0.50522747 0.56343287] [ 0.53854802 0.36268027 0.58423464 0.61217736 0.56381064] [ 0.74304227 0.40428182 0.56891355 0.37716906 0.39814398] [ 0.46928281 0.58481586 0.39356691 0.74035904 0.4635448 ] [ 0.86158048 0.4629427 0.44225731 0.30061118 0.35318549] [ 0.48399709 0.51270911 0.28944255 0.43834535 0.44944854] [ 0.60427627 0.63976448 0.44861111 0.56694796 0.41447384] [ 0.47302877 0.61560455 0.46441419 0.63669316 0.63649551] [ 0.45582419 0.47651799 0.46833626 0.48116837 0.57514367] [ 0.64350154 0.42118116 0.46085398 0.45177025 0.40645937] [ 0.55451814 0.61758677 0.59072181 0.62869782 0.51005212] [ 0.41502282 0.721089 0.29518357 0.7881034 0.36757854] [ 0.61031194 0.48255857 0.4662986 0.48915596 0.40458207] [ 0.63303719 0.59348274 0.32273346 0.67114471 0.37466391] [ 0.45904314 0.55649947 0.41721973 0.77088991 0.57784735] [ 0.59408037 0.60459679 0.49424514 0.56102963 0.40373705] [ 0.59519359 0.40764384 0.49517043 0.34197619 0.4879136 ] [ 0.37165978 0.64906432 0.35160414 0.56942283 0.49139503] [ 0.59143378 0.45324676 0.49584622 0.76403881 0.5767565 ] [ 0.8404393 0.41438483 0.50862636 0.34190611 0.41495266] [ 0.78303882 0.36917918 0.56674324 0.32975177 0.43549511] Progress: 61.3% ... Training loss: 0.409 ... Validation loss: 0.674[ 0.76633703 0.54052541 0.5126761 0.48587061 0.42400071] [ 0.83050242 0.43201429 0.46196646 0.37694535 0.37199984] [ 0.71852868 0.47765966 0.40954366 0.39214461 0.48031783] [ 0.86033298 0.4475038 0.42424126 0.40679798 0.42117065] [ 0.70595406 0.44683172 0.65428305 0.40545766 0.32998163] [ 0.41714312 0.59808365 0.4780175 0.74400682 0.34207213] [ 0.21535485 0.73275548 0.38576604 0.71117809 0.47531875] [ 0.66671691 0.6436424 0.34929137 0.38048051 0.42192177] [ 0.39553845 0.64186808 0.31138188 0.60782264 0.48215597] [ 0.52812293 0.54886839 0.4492269 0.40011854 0.48421273] [ 0.33892575 0.49502762 0.5176406 0.64121529 0.54181485] [ 0.59819767 0.42737295 0.53987791 0.69040313 0.47776614] [ 0.44911311 0.49642054 0.40881899 0.54277158 0.4502632 ] [ 0.49833469 0.42835192 0.52433939 0.71154875 0.50417283] [ 0.46468182 0.4448906 0.60357259 0.48784304 0.37830314] [ 0.14056432 0.71192915 0.41840351 0.82997001 0.68853649] [ 0.30802027 0.56587784 0.4494816 0.77965457 0.49734359] [ 0.60703922 0.52098787 0.3833363 0.34835148 0.35748812] [ 0.73881703 0.53137499 0.34157049 0.52929618 0.42363578] [ 0.40372334 0.59612067 0.54217346 0.61818928 0.54097035] [ 0.5377377 0.62394289 0.38618548 0.64396167 0.46572153] [ 0.32667999 0.68722535 0.39696027 0.70068633 0.45950402] [ 0.81452256 0.5853069 0.54982671 0.39580428 0.39445175] [ 0.28281403 0.69463312 0.38824046 0.75219314 0.52045219] [ 0.38526279 0.53165048 0.4702344 0.70858911 0.37949625] [ 0.47349386 0.54258317 0.43075262 0.63703082 0.50394395] [ 0.71224988 0.36597676 0.64524589 0.54383651 0.46305855] [ 0.52567401 0.51128898 0.50356681 0.64002573 0.42738323] [ 0.80808059 0.3923336 0.50958774 0.2462269 0.32696515] [ 0.20858175 0.67291861 0.34342027 0.65821237 0.45505454] [ 0.49217897 0.56491803 0.54389651 0.70419687 0.64707485] [ 0.70296405 0.59295518 0.43675668 0.60559017 0.32968224] [ 0.47936101 0.60877128 0.57579555 0.54278877 0.59917441] [ 0.7880056 0.4146246 0.70552893 0.29598159 0.43000698] [ 0.58536448 0.55492798 0.44860513 0.41844818 0.50753604] [ 0.65795874 0.40126284 0.46026884 0.405889 0.44699431] [ 0.61513975 0.62770845 0.47921216 0.48078584 0.33255258] [ 0.74199148 0.42703098 0.52861332 0.33385963 0.47278987] [ 0.76987317 0.50993379 0.54777577 0.22296581 0.50341091] [ 0.64042323 0.56049252 0.39533091 0.37480676 0.38571848] [ 0.824698 0.53940429 0.53020651 0.30593612 0.37922313] [ 0.40607087 0.67019066 0.42941911 0.53320827 0.37473349] [ 0.62219697 0.45788369 0.6148612 0.62048657 0.50352248] [ 0.58071359 0.45012676 0.54206121 0.56425629 0.40061013] [ 0.33105856 0.5210985 0.46311038 0.7459045 0.49316056] [ 0.31659712 0.61517108 0.30841058 0.66427184 0.46516603] [ 0.55274603 0.39077702 0.61644343 0.28596574 0.44363385] [ 0.32898047 0.5484819 0.35817555 0.79125991 0.45862976] [ 0.46034565 0.55973631 0.33505824 0.50325675 0.49290925] [ 0.62591703 0.5926552 0.4557219 0.38247598 0.37986489] [ 0.31646786 0.69386332 0.50827568 0.70978866 0.47812602] [ 0.51902978 0.51484864 0.43802929 0.38511191 0.53939234] [ 0.53270906 0.53994249 0.45680742 0.73618473 0.51196373] [ 0.52297827 0.63732163 0.3890194 0.365545 0.34103488] [ 0.75251624 0.29707305 0.63635753 0.17890242 0.4384049 ] [ 0.677095 0.5441861 0.57237423 0.38833586 0.572014 ] [ 0.39106728 0.59618452 0.39884971 0.66447543 0.38606533] [ 0.49493418 0.48081438 0.39071217 0.55271636 0.48637425] [ 0.44655019 0.47959245 0.55895756 0.71705351 0.49888309] [ 0.27941943 0.7268106 0.27922294 0.78738203 0.60688511] [ 0.6028859 0.44127543 0.69088239 0.71626057 0.47268424] [ 0.4403452 0.66031055 0.38639729 0.6118556 0.43719222] [ 0.59053282 0.42482943 0.47570663 0.42131522 0.51185096] [ 0.74131749 0.47597996 0.46627997 0.31517526 0.37867978] [ 0.30856931 0.70608147 0.27385533 0.65207289 0.56028287] [ 0.68156968 0.43673343 0.62786003 0.40408954 0.51689152] [ 0.40287433 0.6461271 0.38942069 0.67520538 0.44581976] [ 0.4482694 0.49042142 0.45336264 0.69471836 0.46004104] [ 0.33930742 0.49782585 0.41067045 0.51130113 0.57420341] [ 0.73903102 0.37062641 0.62006699 0.28515896 0.51123584] [ 0.31412158 0.56337796 0.4763198 0.51176843 0.55667176] [ 0.69481611 0.41376168 0.57769384 0.26635522 0.40535265] [ 0.44846589 0.59321508 0.45409606 0.47266752 0.45376576] [ 0.40598375 0.51104093 0.43333955 0.50815701 0.57018024] [ 0.28912102 0.54750065 0.54604165 0.65828624 0.47508363] [ 0.47742998 0.47603246 0.3910061 0.55457424 0.32606751] [ 0.66362684 0.47048149 0.54781162 0.3514762 0.46835144] [ 0.31671425 0.57288935 0.50798805 0.72651453 0.40771401] [ 0.32695807 0.58553002 0.49284599 0.73377342 0.48077999] [ 0.34702337 0.60870942 0.42412156 0.83773139 0.549988 ] [ 0.85510368 0.43539968 0.55700134 0.29511742 0.31879088] [ 0.60410773 0.36411635 0.53676315 0.47508062 0.37081028] [ 0.67156415 0.52170496 0.61025507 0.41652088 0.4748091 ] [ 0.6041431 0.3958484 0.48809226 0.37368049 0.50158685] [ 0.72043361 0.5111757 0.52654804 0.24818908 0.37554584] [ 0.43752214 0.51527504 0.37532451 0.5496861 0.53281301] [ 0.55461494 0.57073363 0.48661972 0.42990426 0.43636958] [ 0.88598456 0.43252196 0.58297023 0.17350597 0.27345202] [ 0.58927253 0.49997861 0.59526219 0.26437195 0.38290743] [ 0.49281016 0.46422519 0.59945197 0.45247462 0.47624675] [ 0.33930686 0.61958939 0.494939 0.82948881 0.5769534 ] [ 0.50204435 0.53327935 0.39736724 0.57795523 0.48184023] [ 0.7488057 0.33846405 0.58362888 0.44678435 0.46986593] [ 0.61032753 0.34977974 0.33459737 0.3393328 0.41957814] [ 0.39326145 0.54837525 0.43324574 0.78238016 0.52577165] [ 0.63231284 0.54538986 0.57222453 0.50599375 0.54429489] [ 0.76032675 0.467326 0.39973783 0.29887801 0.36105725] [ 0.61783786 0.50584271 0.45225931 0.57027037 0.37000995] [ 0.64255671 0.52446115 0.5476932 0.25160137 0.45046964] [ 0.35195269 0.48755338 0.47985845 0.66084507 0.59983001] [ 0.51040892 0.56434339 0.38876244 0.53729065 0.47944443] [ 0.52378922 0.56668127 0.3394733 0.38705156 0.39270633] [ 0.73934547 0.31021097 0.66803921 0.48894514 0.42967708] [ 0.76779356 0.36957105 0.59892403 0.19676224 0.4669977 ] [ 0.53623133 0.48050196 0.55229929 0.33840212 0.36426497] [ 0.64343424 0.54657386 0.61797186 0.53409228 0.49147102] [ 0.77622891 0.55832805 0.37771023 0.33252799 0.3844608 ] [ 0.67837096 0.28063216 0.5695327 0.55804638 0.46274085] [ 0.34102904 0.60105524 0.38297824 0.81083278 0.44366666] [ 0.69996616 0.51565722 0.38895148 0.26256332 0.28164471] [ 0.36730056 0.55506948 0.46121874 0.43646619 0.41826393] [ 0.73684124 0.49684033 0.44118007 0.70076685 0.43160796] [ 0.79965727 0.29614079 0.55939604 0.44286946 0.37439293] [ 0.35533026 0.5257695 0.48900936 0.64310157 0.52293815] [ 0.61241857 0.4809426 0.53013619 0.42911148 0.32847145] [ 0.70676122 0.63560236 0.47348148 0.58045104 0.44577123] [ 0.73496227 0.34873584 0.66679981 0.22687989 0.45303168] [ 0.74139221 0.54327442 0.39706702 0.26487245 0.35807606] [ 0.21537131 0.64610273 0.39354345 0.82169256 0.46783572] [ 0.32027329 0.56778648 0.4644156 0.77710734 0.6226504 ] [ 0.53002341 0.50693009 0.49286263 0.47558 0.42590477] [ 0.29782818 0.57796757 0.46496056 0.63666867 0.65703832] [ 0.4677344 0.65976897 0.28011915 0.50738408 0.49795113] [ 0.62412649 0.50324518 0.37630392 0.56297208 0.38840349] [ 0.64960025 0.53234005 0.45034406 0.49024344 0.53151752] [ 0.49821948 0.61187474 0.48282936 0.58517342 0.59825712] [ 0.46550898 0.52417164 0.37474982 0.53422282 0.51547682] [ 0.55421103 0.55930604 0.35379005 0.33027391 0.42823665] Progress: 61.4% ... Training loss: 0.409 ... Validation loss: 0.673[ 0.75174373 0.62639127 0.33889575 0.69947151 0.46450554] [ 0.74532551 0.48674913 0.41289429 0.21321714 0.3691601 ] [ 0.2309457 0.50022533 0.37822576 0.77623555 0.59386233] [ 0.61310521 0.47152433 0.64831429 0.291218 0.40103343] [ 0.45305709 0.53216739 0.39211811 0.40064256 0.49537522] [ 0.61961396 0.51195763 0.51745239 0.52835652 0.36004337] [ 0.47890697 0.72776365 0.28804122 0.74998818 0.52377113] [ 0.42141228 0.66932289 0.34423755 0.60681668 0.50882074] [ 0.42252945 0.61018785 0.61739034 0.5214009 0.63014625] [ 0.51318066 0.6290702 0.41822104 0.56924532 0.5937474 ] [ 0.71237313 0.41494558 0.37744802 0.32702071 0.45512878] [ 0.67138968 0.5065844 0.53211269 0.51973629 0.40446816] [ 0.58124923 0.53954719 0.44341355 0.69068931 0.50858929] [ 0.34030286 0.66164095 0.48563651 0.75237191 0.6795945 ] [ 0.29669014 0.56468603 0.53762656 0.86197067 0.57184963] [ 0.34899887 0.59302318 0.53893239 0.72930443 0.48578916] [ 0.85092839 0.48265644 0.57739031 0.1806948 0.41547984] [ 0.72009034 0.42433793 0.64568478 0.34320876 0.44993625] [ 0.2592457 0.60437326 0.41300152 0.69617825 0.58984485] [ 0.56157952 0.51012164 0.44061218 0.53112751 0.41351298] [ 0.71791555 0.49411292 0.37067376 0.64278409 0.51122408] [ 0.41693857 0.51101348 0.45192197 0.40837281 0.48340539] [ 0.70552296 0.40168599 0.56335033 0.30411004 0.50624799] [ 0.39752095 0.62478365 0.43461432 0.75578074 0.32816109] [ 0.66312762 0.58171029 0.39420214 0.51781363 0.40557414] [ 0.34527684 0.65917979 0.47179672 0.73496338 0.65895463] [ 0.59506743 0.552767 0.54745428 0.72402484 0.50672581] [ 0.62410292 0.56123941 0.56857874 0.62943146 0.45871262] [ 0.27950197 0.72405242 0.31018026 0.65690012 0.54471479] [ 0.81235685 0.37830861 0.45264855 0.21413403 0.42452331] [ 0.61937906 0.50435842 0.42148721 0.32173613 0.39313512] [ 0.61612989 0.4933207 0.32300189 0.60245672 0.38140327] [ 0.57401271 0.57976437 0.39734733 0.33169715 0.32319136] [ 0.46261737 0.51541396 0.57171343 0.64040317 0.51358702] [ 0.63607317 0.52449735 0.62576882 0.43932566 0.42693315] [ 0.46886281 0.65374309 0.37473697 0.54463425 0.36835983] [ 0.59912907 0.62465459 0.3495169 0.21962942 0.32145088] [ 0.63217713 0.33242716 0.60699193 0.55034075 0.46132549] [ 0.23904654 0.73974639 0.29401705 0.79294685 0.53149544] [ 0.72270175 0.38868006 0.66411385 0.36817047 0.51563455] [ 0.7138604 0.49221625 0.47655225 0.33556577 0.44545251] [ 0.79203939 0.5696167 0.47096054 0.39714265 0.42612721] [ 0.70898082 0.4346965 0.52709156 0.29745253 0.47928661] [ 0.71661302 0.52907924 0.45330743 0.31579669 0.44998588] [ 0.61365078 0.33255431 0.56012821 0.40560667 0.40537932] [ 0.18641982 0.71447224 0.37310735 0.79895422 0.47983178] [ 0.3567454 0.5680167 0.4813313 0.71055243 0.46451401] [ 0.72297611 0.50586041 0.5358742 0.2873698 0.56055806] [ 0.42639554 0.50417003 0.56548925 0.4077254 0.43600986] [ 0.63936851 0.42060394 0.53223636 0.66048365 0.50220423] [ 0.64194886 0.38268265 0.50500658 0.29106674 0.46402082] [ 0.51545395 0.69652909 0.44457374 0.67385473 0.44683114] [ 0.64211035 0.35993976 0.49221193 0.26576173 0.34990479] [ 0.60093735 0.51918566 0.56299089 0.65773299 0.51841912] [ 0.60138262 0.58174721 0.49295249 0.58081197 0.52481357] [ 0.76328817 0.4113286 0.53081221 0.15671619 0.34461272] [ 0.68379986 0.36477204 0.54892083 0.4829095 0.42267144] [ 0.2317527 0.69028371 0.29343094 0.77592318 0.45381988] [ 0.48153869 0.51898136 0.52208142 0.57153646 0.36778394] [ 0.73526048 0.37482101 0.54284819 0.12016613 0.35789967] [ 0.27774541 0.63314815 0.35114795 0.70376817 0.41284065] [ 0.55916609 0.41121474 0.556903 0.38876662 0.49612482] [ 0.38309953 0.45200894 0.46801304 0.65800207 0.62806596] [ 0.56391259 0.38581007 0.48846092 0.30460134 0.58447312] [ 0.58615915 0.47428555 0.51715424 0.41842322 0.50914517] [ 0.64780985 0.44787382 0.43272389 0.33210722 0.39901343] [ 0.72018488 0.41165426 0.6447232 0.28172032 0.51752396] [ 0.45145841 0.52665523 0.41331673 0.51117441 0.3684924 ] [ 0.2686519 0.55670652 0.46435952 0.77595736 0.54500647] [ 0.21728189 0.67232106 0.33765722 0.80627928 0.55094997] [ 0.67617629 0.49808508 0.58010594 0.57075305 0.42844071] [ 0.82654453 0.48140576 0.58974939 0.15723561 0.37282944] [ 0.79162391 0.37609413 0.6221366 0.54177554 0.3858731 ] [ 0.64901644 0.47647055 0.49658766 0.33052964 0.33916623] [ 0.59346365 0.57787427 0.49411529 0.36736475 0.46721294] [ 0.78316944 0.34369013 0.529465 0.25989137 0.39558162] [ 0.55440324 0.54029145 0.63293756 0.39156897 0.46438382] [ 0.48429073 0.62017614 0.32091224 0.54490491 0.42331668] [ 0.22762479 0.75892551 0.36943521 0.70959271 0.55678174] [ 0.34489157 0.56642091 0.4954698 0.786303 0.53759729] [ 0.22566633 0.64001124 0.41846418 0.87477222 0.59962513] [ 0.44954003 0.47473468 0.436291 0.4646373 0.54040195] [ 0.74290741 0.3135598 0.63685615 0.51186683 0.44406829] [ 0.30864035 0.43554652 0.40484603 0.72041849 0.53662652] [ 0.7902554 0.35938658 0.50162357 0.18558377 0.37757113] [ 0.48212374 0.36116364 0.54680186 0.37089161 0.60038268] [ 0.50859323 0.58927723 0.34486895 0.39166518 0.40392901] [ 0.36532964 0.54928995 0.45266576 0.78818992 0.52870567] [ 0.37180824 0.69458012 0.29309043 0.72549879 0.54526616] [ 0.48879506 0.60651423 0.38394583 0.56079029 0.48668727] [ 0.36231092 0.6187153 0.43129715 0.63043777 0.5056432 ] [ 0.65575024 0.54447056 0.32664384 0.43207796 0.34447257] [ 0.75863114 0.33199128 0.40793287 0.2730397 0.30366072] [ 0.88158541 0.48409221 0.43847155 0.25583466 0.3722682 ] [ 0.46636039 0.343535 0.4088702 0.39718792 0.5064112 ] [ 0.57034214 0.52555964 0.47824832 0.48179959 0.40275057] [ 0.48199267 0.52341647 0.38048548 0.70835589 0.53254758] [ 0.72228398 0.38528334 0.45984744 0.43518708 0.53211995] [ 0.70466114 0.33457108 0.61995517 0.457481 0.48693264] [ 0.25403728 0.72616073 0.39397983 0.7219524 0.55773865] [ 0.76656981 0.42537798 0.55799335 0.26627081 0.26935921] [ 0.45809917 0.5199625 0.55728503 0.69101423 0.5584034 ] [ 0.74924776 0.4273252 0.56934873 0.28939032 0.35354805] [ 0.49396809 0.54362057 0.5416481 0.73170514 0.43707675] [ 0.56348951 0.51470044 0.4772029 0.49952443 0.36327181] [ 0.57034214 0.52555964 0.47824832 0.48179959 0.40275057] [ 0.6964914 0.38745423 0.57481115 0.51404399 0.39843983] [ 0.28548262 0.57700413 0.42828366 0.72905962 0.46025517] [ 0.44948749 0.4905925 0.57005566 0.53621958 0.53771643] [ 0.3992343 0.71083972 0.32177696 0.65449913 0.35823989] [ 0.44282429 0.61606802 0.40100001 0.52234166 0.35808813] [ 0.762153 0.52925603 0.60359789 0.25007916 0.49970331] [ 0.4683939 0.5356022 0.42364275 0.50302834 0.44118587] [ 0.45924064 0.71683029 0.26518094 0.54687602 0.44756508] [ 0.46721951 0.39886699 0.53626009 0.78121631 0.51396386] [ 0.69916685 0.35560055 0.41614319 0.45885577 0.46045503] [ 0.64412308 0.43964885 0.50191045 0.45594324 0.5647177 ] [ 0.47944649 0.5466882 0.47157052 0.4997859 0.40080758] [ 0.61086538 0.40867385 0.44730895 0.6822028 0.38670076] [ 0.30389217 0.70379919 0.38837169 0.73845156 0.4688717 ] [ 0.78492632 0.36255382 0.63068956 0.42875588 0.334831 ] [ 0.78362932 0.4175939 0.61166237 0.29976794 0.44000433] [ 0.87756552 0.37253606 0.49477834 0.2675769 0.36124139] [ 0.36232982 0.71951809 0.29345078 0.8109843 0.46211059] [ 0.33428453 0.54128289 0.55279944 0.64506859 0.59652481] [ 0.72338444 0.39058362 0.62125862 0.40936362 0.40497888] [ 0.73265993 0.33522441 0.63093054 0.20574569 0.38863305] [ 0.74035306 0.38787267 0.65988521 0.53483267 0.35973609] Progress: 61.4% ... Training loss: 0.409 ... Validation loss: 0.673[ 0.73451265 0.37529886 0.5426566 0.12039579 0.35807517] [ 0.39718458 0.69473916 0.31601792 0.78081783 0.45901005] [ 0.57204173 0.46804571 0.45569798 0.49623812 0.44492302] [ 0.40660977 0.6133667 0.39592681 0.70424139 0.56459763] [ 0.63801768 0.52745211 0.46693618 0.54607866 0.37975242] [ 0.24852503 0.47342436 0.41132656 0.82885529 0.59795268] [ 0.73810026 0.41620183 0.39250691 0.27111774 0.44482982] [ 0.55172581 0.54386763 0.57167405 0.36471354 0.4998815 ] [ 0.5218844 0.53161988 0.54372481 0.68670926 0.5012373 ] [ 0.40809445 0.69293508 0.3890065 0.72476568 0.46571418] [ 0.49152798 0.57582964 0.41375961 0.50999371 0.49276202] [ 0.61384684 0.54126728 0.52230095 0.41622308 0.60420508] [ 0.6388019 0.51523021 0.53811145 0.296152 0.41634955] [ 0.5292155 0.42077647 0.44056148 0.30651184 0.40573385] [ 0.41838719 0.60096181 0.40233464 0.49149545 0.37068393] [ 0.51211139 0.65379699 0.36166103 0.47776542 0.45778243] [ 0.3302162 0.67512234 0.43735238 0.71600547 0.5959509 ] [ 0.193405 0.61299787 0.42464223 0.69879149 0.56931806] [ 0.76068349 0.44180289 0.54799079 0.37866007 0.42589701] [ 0.57482029 0.49721798 0.51830934 0.29400363 0.39842033] [ 0.29472532 0.50477881 0.5482467 0.74379688 0.64493647] [ 0.79030014 0.37392071 0.58639038 0.2631915 0.46195965] [ 0.42092876 0.59937884 0.35932919 0.65962835 0.43278497] [ 0.53473684 0.60529011 0.43838415 0.42399099 0.41673015] [ 0.69208052 0.58406736 0.40367921 0.40452079 0.4196687 ] [ 0.63241052 0.45609629 0.47855156 0.4404501 0.47987993] [ 0.57257809 0.52524885 0.39664386 0.54903127 0.5493108 ] [ 0.45874573 0.59463976 0.44296113 0.45634601 0.48115536] [ 0.63788123 0.6048915 0.39547722 0.44892293 0.46057168] [ 0.32041385 0.71127744 0.29493349 0.76804687 0.43850729] [ 0.55887155 0.54425386 0.34023768 0.49474215 0.43288534] [ 0.70896738 0.55769516 0.50827283 0.30966682 0.33828296] [ 0.30636504 0.5714992 0.42958715 0.63401492 0.56282149] [ 0.25159828 0.56326903 0.46043276 0.78452399 0.55022101] [ 0.59382935 0.37876143 0.62774621 0.29323082 0.59204306] [ 0.4322148 0.65070034 0.35977176 0.65438096 0.38699605] [ 0.57855375 0.66084256 0.46988719 0.60214017 0.33590934] [ 0.41941503 0.50917336 0.45500117 0.63829949 0.7135691 ] [ 0.62258646 0.42432477 0.28652538 0.36703915 0.43444426] [ 0.39233982 0.59780033 0.38279791 0.51302134 0.50760413] [ 0.63719535 0.43322485 0.50868218 0.63980432 0.36227999] [ 0.48349528 0.46870409 0.46636364 0.41456819 0.38499002] [ 0.41782192 0.5143167 0.52769485 0.82758193 0.49454558] [ 0.68855542 0.32654968 0.43698664 0.32508163 0.39633377] [ 0.84815011 0.33381226 0.63648751 0.13885451 0.31492988] [ 0.76024693 0.36735181 0.56771921 0.24636039 0.36387682] [ 0.51984414 0.60486472 0.37812453 0.34275491 0.41960713] [ 0.39292971 0.54222208 0.37201739 0.70304528 0.58675333] [ 0.39691921 0.6445872 0.32518795 0.73312426 0.52237589] [ 0.57310341 0.46740507 0.42775559 0.43308199 0.34227869] [ 0.49898727 0.39887399 0.58286719 0.36954273 0.47129789] [ 0.78272519 0.33334119 0.62551286 0.3463066 0.33066998] [ 0.34306997 0.52000522 0.50252552 0.68935101 0.46287573] [ 0.75590437 0.36699156 0.57075767 0.24766995 0.47294794] [ 0.74501345 0.49208232 0.62462403 0.55258993 0.32693298] [ 0.75044079 0.3610949 0.51175314 0.64152007 0.44117877] [ 0.6729696 0.40459198 0.61410424 0.51651922 0.4367999 ] [ 0.57631662 0.46468671 0.42751413 0.35538348 0.48049149] [ 0.86094421 0.41688464 0.54735945 0.21750683 0.41108734] [ 0.43632101 0.50789642 0.45523533 0.62223937 0.36115522] [ 0.5989836 0.53740589 0.3533414 0.60074366 0.46992077] [ 0.19098951 0.65641795 0.4475896 0.78646435 0.47957417] [ 0.48170124 0.42945846 0.63828823 0.66280454 0.47547737] [ 0.6230486 0.52870971 0.50159964 0.50272656 0.45579393] [ 0.22599843 0.72123347 0.41451479 0.83341793 0.57884717] [ 0.45218369 0.5581191 0.47627926 0.7081725 0.43132626] [ 0.4492806 0.53991437 0.50069654 0.70251597 0.52457822] [ 0.24693567 0.5139738 0.38983585 0.66209189 0.50359437] [ 0.47112054 0.57067352 0.3520725 0.52208985 0.52871734] [ 0.64120966 0.42731657 0.49397793 0.47290891 0.31066051] [ 0.44709497 0.38822419 0.5467665 0.55974109 0.63939964] [ 0.47094715 0.61726421 0.47507746 0.75293364 0.44360856] [ 0.47146312 0.54375796 0.60962831 0.72592685 0.59594175] [ 0.43324971 0.50542791 0.42273141 0.4593619 0.5218847 ] [ 0.29208065 0.54601967 0.36602526 0.8093358 0.51579515] [ 0.81175176 0.48252663 0.45967138 0.27414136 0.38675278] [ 0.59076563 0.5717759 0.45672191 0.39638092 0.64906959] [ 0.31908758 0.53146971 0.43185409 0.66586655 0.56048782] [ 0.3231467 0.50325902 0.452324 0.76940152 0.47466015] [ 0.5898927 0.44166054 0.45021595 0.5175486 0.27556347] [ 0.51888474 0.55062273 0.58365918 0.593081 0.59122692] [ 0.6119405 0.62647138 0.52604697 0.48111933 0.43855524] [ 0.49062187 0.58001035 0.45015656 0.66797769 0.48220569] [ 0.47093798 0.43476177 0.60009948 0.33657483 0.61961325] [ 0.54948763 0.58587238 0.28586489 0.49122649 0.42291668] [ 0.34064867 0.59240714 0.53827649 0.76268141 0.47566699] [ 0.64023064 0.44645373 0.56254474 0.36541737 0.56274546] [ 0.75583219 0.38052161 0.59102934 0.38572467 0.38006804] [ 0.71018381 0.63217974 0.35289083 0.23096264 0.39085684] [ 0.83981981 0.42937894 0.50138987 0.24756189 0.40645225] [ 0.29879638 0.54708706 0.41402332 0.8013203 0.51444773] [ 0.82887762 0.33520332 0.57143618 0.17251433 0.45042977] [ 0.61484862 0.57492827 0.42551232 0.3875667 0.45487876] [ 0.41647532 0.59756496 0.43242856 0.82728033 0.47930469] [ 0.30169838 0.62656825 0.43309466 0.75247326 0.43532185] [ 0.50217975 0.56129206 0.57470892 0.45902731 0.53155142] [ 0.71918265 0.32703235 0.4152881 0.35792936 0.35913711] [ 0.65590829 0.55233587 0.42974957 0.33948052 0.42738052] [ 0.54098815 0.57808674 0.49282945 0.36684538 0.52927989] [ 0.76792462 0.55834698 0.62553851 0.39646192 0.41185741] [ 0.67429491 0.51634234 0.60395036 0.71808228 0.46562998] [ 0.82714818 0.54441541 0.53221624 0.38945878 0.3575775 ] [ 0.77413127 0.39093104 0.36929541 0.27506386 0.40144253] [ 0.62010311 0.59626357 0.40140704 0.64666881 0.46982894] [ 0.48371692 0.42415575 0.40364972 0.55021997 0.4407368 ] [ 0.58890154 0.47504794 0.58859875 0.32958843 0.49914886] [ 0.75911004 0.4616332 0.49106563 0.35539433 0.46827856] [ 0.29788359 0.54190523 0.41608009 0.86305722 0.53340596] [ 0.63709343 0.38805261 0.44361561 0.51533494 0.54589738] [ 0.36448118 0.55058256 0.3162391 0.76743214 0.51083585] [ 0.60222392 0.54427688 0.47544332 0.55478449 0.43655997] [ 0.38358405 0.59775716 0.46105484 0.68270836 0.3625525 ] [ 0.6437048 0.42485742 0.49037617 0.33416136 0.45136002] [ 0.40844176 0.66303823 0.31268401 0.64605244 0.58821429] [ 0.29141837 0.49396757 0.39025343 0.82139881 0.58536834] [ 0.45865577 0.67033833 0.47463229 0.46363538 0.52220758] [ 0.65212775 0.55291829 0.35944495 0.49705619 0.402465 ] [ 0.76458063 0.40129581 0.67170304 0.32614463 0.439271 ] [ 0.6052638 0.47337883 0.6009898 0.63851086 0.33217265] [ 0.32131767 0.61707851 0.43201497 0.58062921 0.35989211] [ 0.14708553 0.51423922 0.43051097 0.89461725 0.65173223] [ 0.67147683 0.41890484 0.50342351 0.36643078 0.40982549] [ 0.70584894 0.4888469 0.47822775 0.34731918 0.41056399] [ 0.38920685 0.59175854 0.54928942 0.73915191 0.60999732] [ 0.65489509 0.46518779 0.44406061 0.52521904 0.4726976 ] [ 0.67175237 0.48941368 0.50417794 0.47486082 0.366733 ] [ 0.37038897 0.50940459 0.35430802 0.83321024 0.59405748] [ 0.56129665 0.49976079 0.30899905 0.5206341 0.35903173] Progress: 61.5% ... Training loss: 0.408 ... Validation loss: 0.672[ 0.25702826 0.6736015 0.38922596 0.80384575 0.58723672] [ 0.45298478 0.53463306 0.46692729 0.81131295 0.56444921] [ 0.82325254 0.41408522 0.5831069 0.21355706 0.41865843] [ 0.5649857 0.60712828 0.37750767 0.45476682 0.49810388] [ 0.55406336 0.42440097 0.51884811 0.37135777 0.43388386] [ 0.28626198 0.74319916 0.24959198 0.83191834 0.58789558] [ 0.63081685 0.47622212 0.51273154 0.48672074 0.60359078] [ 0.71959644 0.60843083 0.4447423 0.59621454 0.50518633] [ 0.76876442 0.26267482 0.6022573 0.27095831 0.49545957] [ 0.50842293 0.53286927 0.5538497 0.62600715 0.58231964] [ 0.69957662 0.46576752 0.38361947 0.66308204 0.4186949 ] [ 0.47618105 0.54417574 0.47952693 0.60229064 0.53698124] [ 0.77527309 0.48345677 0.61699291 0.37271164 0.36691709] [ 0.3071378 0.67618285 0.30136565 0.76436678 0.46221784] [ 0.54068679 0.56334332 0.2945394 0.84573378 0.40081113] [ 0.60281749 0.52974888 0.42311019 0.41729874 0.46804475] [ 0.51039 0.45948715 0.43446051 0.40103017 0.48748789] [ 0.72947777 0.42313533 0.65488453 0.25730142 0.49030997] [ 0.61117475 0.53224318 0.51327023 0.45547372 0.61834111] [ 0.31271988 0.43909832 0.48904405 0.89837285 0.63760264] [ 0.35848344 0.59773043 0.47864568 0.67155737 0.52697085] [ 0.54957077 0.44180354 0.39898499 0.60357624 0.36304618] [ 0.59747182 0.42816708 0.57401121 0.29604102 0.61628338] [ 0.58733337 0.42935584 0.5304127 0.62051668 0.33791677] [ 0.65044721 0.45865673 0.48127063 0.33675786 0.4409612 ] [ 0.54839205 0.58506593 0.52242772 0.50914835 0.38862638] [ 0.70897683 0.37766626 0.65202946 0.53136882 0.47090711] [ 0.30754134 0.64986678 0.44825895 0.84713638 0.36844086] [ 0.40386225 0.65121508 0.33755976 0.41772227 0.45101021] [ 0.6477272 0.67177143 0.37940091 0.43555607 0.39188807] [ 0.8053758 0.50945548 0.53481245 0.22224874 0.46117341] [ 0.24060301 0.75984129 0.40081111 0.79677095 0.43807371] [ 0.66833278 0.48840939 0.44772401 0.36840188 0.3783539 ] [ 0.6136872 0.43073436 0.38069403 0.47213335 0.5520386 ] [ 0.40697606 0.57085409 0.52767264 0.447136 0.48381307] [ 0.68882071 0.57917097 0.61561795 0.43679309 0.42802655] [ 0.43910577 0.55177478 0.66488387 0.46171388 0.53968631] [ 0.85246256 0.35622388 0.62781372 0.19157617 0.37612542] [ 0.62648557 0.597737 0.46919492 0.4339235 0.51286343] [ 0.62493925 0.45728763 0.59806928 0.37324069 0.51721247] [ 0.66196637 0.51148625 0.46834635 0.4038566 0.3764673 ] [ 0.50820168 0.38124496 0.47375324 0.66281485 0.50628859] [ 0.29690165 0.66004557 0.35018189 0.47234426 0.44508603] [ 0.24020474 0.65960813 0.34770319 0.75744887 0.48047088] [ 0.43664926 0.679009 0.4567149 0.66622651 0.52600726] [ 0.65475131 0.51065979 0.41842027 0.52359353 0.48989103] [ 0.58385069 0.42210939 0.56424326 0.28515918 0.59402958] [ 0.59135748 0.57526664 0.4393446 0.52708197 0.39133837] [ 0.34010794 0.58622473 0.55468877 0.54795392 0.44397532] [ 0.31087519 0.73879144 0.34717265 0.68524814 0.464645 ] [ 0.54709841 0.58176695 0.3237528 0.64213228 0.55864659] [ 0.38873402 0.58558626 0.39233337 0.4466255 0.6045437 ] [ 0.49314064 0.5951567 0.3890753 0.47797769 0.43565945] [ 0.47943696 0.61317971 0.43068825 0.66769737 0.65207579] [ 0.56565679 0.5785684 0.36662949 0.67312044 0.4135607 ] [ 0.61526184 0.51593921 0.66168045 0.56806238 0.5193912 ] [ 0.75849096 0.3327274 0.57674666 0.37837994 0.43026784] [ 0.74474516 0.35638279 0.63348936 0.41153087 0.48138265] [ 0.73047607 0.30960829 0.63600253 0.55788056 0.42597722] [ 0.66314141 0.50589958 0.37757068 0.53366646 0.39768744] [ 0.4232194 0.55617611 0.34289865 0.71258793 0.41704658] [ 0.48672633 0.53582484 0.52274501 0.85053418 0.51832507] [ 0.85047443 0.4237614 0.47599015 0.26656076 0.38739175] [ 0.6540098 0.58409315 0.66888467 0.48640969 0.50021475] [ 0.25494244 0.75111137 0.44785389 0.68596559 0.54662269] [ 0.61738078 0.62423238 0.30259543 0.28687297 0.31628949] [ 0.5351259 0.51131079 0.30936602 0.53008652 0.31933124] [ 0.65027422 0.41489132 0.34414388 0.27742877 0.32252341] [ 0.419409 0.72830221 0.35860093 0.75808624 0.53437218] [ 0.36250007 0.58381746 0.44755054 0.75708424 0.45464318] [ 0.64324197 0.49315684 0.5169951 0.4950081 0.47634067] [ 0.28421369 0.60954391 0.40954866 0.80928874 0.49948052] [ 0.52462447 0.57613806 0.57846157 0.51068751 0.35678489] [ 0.68803598 0.4466573 0.53287261 0.46923782 0.39322739] [ 0.53418612 0.56577516 0.43399023 0.45158033 0.52320599] [ 0.28282258 0.62863572 0.39500869 0.7033637 0.51536299] [ 0.78809769 0.47520755 0.50206953 0.28808916 0.36975852] [ 0.55116676 0.43038604 0.52578282 0.73076698 0.52776022] [ 0.40888319 0.67114739 0.48788538 0.5866339 0.49801334] [ 0.48084925 0.58354083 0.51101425 0.44982677 0.47380275] [ 0.72852453 0.54790198 0.51180047 0.30470597 0.5309791 ] [ 0.54550183 0.58729848 0.41768649 0.4914728 0.45394854] [ 0.26593853 0.63072165 0.38832625 0.55414158 0.54227545] [ 0.70119772 0.3831826 0.61733715 0.49315205 0.39645018] [ 0.56565679 0.5785684 0.36662949 0.67312044 0.4135607 ] [ 0.65707061 0.4820767 0.46461465 0.42548394 0.39283683] [ 0.4259544 0.57185628 0.38534637 0.77241089 0.36681111] [ 0.55610934 0.62179231 0.45479737 0.68993701 0.50532648] [ 0.31265152 0.63263938 0.34323375 0.70305316 0.4344889 ] [ 0.48473524 0.54497633 0.58107715 0.5379697 0.63629576] [ 0.81733046 0.43219625 0.59632705 0.23238871 0.39832146] [ 0.5349923 0.61608019 0.34377315 0.62563567 0.53392578] [ 0.58794609 0.56996168 0.57436786 0.72907112 0.51338953] [ 0.75460037 0.51252029 0.40382326 0.2847083 0.32709055] [ 0.53522777 0.42931224 0.52188938 0.5861201 0.43333218] [ 0.52025103 0.56860683 0.36501046 0.58083326 0.61638808] [ 0.49524026 0.63428506 0.42481806 0.61312358 0.4519551 ] [ 0.79118017 0.47478594 0.60665176 0.30270991 0.40950864] [ 0.53263265 0.58699708 0.45668037 0.30621869 0.47763033] [ 0.45919667 0.49030878 0.45601867 0.36227195 0.61745304] [ 0.51982147 0.59004273 0.43894912 0.62787841 0.48802244] [ 0.48080776 0.63401523 0.48153694 0.50472057 0.49955459] [ 0.59045631 0.43694677 0.47240546 0.66531016 0.40527554] [ 0.38343839 0.42392571 0.55347786 0.51112876 0.59618041] [ 0.5010514 0.68806872 0.44588393 0.49804622 0.54371715] [ 0.79295388 0.40944446 0.61247063 0.23574569 0.43086958] [ 0.69912052 0.47405973 0.51482526 0.30104176 0.39077045] [ 0.78579267 0.47297683 0.55141515 0.24246847 0.43478283] [ 0.71245857 0.35938988 0.5369109 0.35695545 0.32887043] [ 0.52339633 0.76143306 0.3698204 0.62821271 0.44782021] [ 0.40898724 0.53109878 0.55596551 0.7496419 0.57801657] [ 0.53655183 0.49879498 0.40194508 0.65673094 0.57567146] [ 0.4465157 0.45762589 0.54952391 0.75585452 0.53690892] [ 0.61154634 0.45234139 0.49463734 0.37284711 0.5035062 ] [ 0.66029343 0.64705665 0.586932 0.42302707 0.50334377] [ 0.5787866 0.53015989 0.40046356 0.38879668 0.49547705] [ 0.55612784 0.49736869 0.48228174 0.46422091 0.44225566] [ 0.58806068 0.52345677 0.45369849 0.51246914 0.39881867] [ 0.62386744 0.399662 0.46379637 0.29258073 0.34500385] [ 0.16532297 0.71386646 0.42380433 0.80259672 0.66200194] [ 0.48756221 0.51086954 0.42162233 0.58966883 0.51297596] [ 0.39410015 0.52163019 0.52252151 0.51738496 0.46332391] [ 0.18798171 0.55805914 0.51874857 0.76418114 0.51615027] [ 0.5319979 0.63866783 0.36527502 0.51710001 0.49003533] [ 0.52274321 0.50915163 0.58443963 0.43883482 0.47019775] [ 0.62071477 0.55221245 0.40061522 0.59313811 0.33671966] [ 0.62047593 0.4462566 0.41828286 0.5508164 0.48610609] [ 0.47133113 0.39107696 0.59386411 0.61286231 0.53571566] Progress: 61.5% ... Training loss: 0.408 ... Validation loss: 0.672[ 0.68649674 0.51097696 0.34514401 0.75468462 0.39263537] [ 0.64758045 0.29548051 0.66630563 0.63111085 0.46817592] [ 0.46067458 0.44697467 0.60275231 0.49010232 0.37901943] [ 0.4413501 0.58876417 0.3474944 0.76350313 0.35754649] [ 0.72708863 0.48489628 0.49324565 0.34842271 0.51426037] [ 0.49829009 0.59684685 0.51061561 0.62837261 0.54758191] [ 0.83051003 0.3845952 0.60451499 0.24999577 0.43508024] [ 0.3804474 0.44958178 0.46293949 0.81514888 0.65123822] [ 0.58710207 0.41434745 0.53383799 0.48205902 0.33735449] [ 0.71161289 0.45380132 0.56875722 0.19762099 0.36826461] [ 0.35474099 0.53898657 0.50584265 0.64654465 0.41033521] [ 0.58746356 0.51327079 0.49362169 0.60256372 0.50735962] [ 0.58689205 0.61507106 0.34913028 0.39738597 0.46992372] [ 0.35294481 0.6197902 0.31552624 0.71080779 0.55863739] [ 0.52093429 0.44462502 0.48687111 0.3641352 0.35989177] [ 0.49327841 0.64204146 0.43331854 0.49348113 0.36777568] [ 0.40704849 0.6439629 0.35404101 0.54024894 0.3667507 ] [ 0.49662448 0.52761604 0.36967805 0.59328425 0.59206276] [ 0.47620724 0.57892115 0.51537459 0.71285308 0.56198449] [ 0.60937479 0.35678024 0.72700289 0.37350009 0.47400233] [ 0.58313236 0.53189264 0.4788007 0.4305984 0.33915693] [ 0.56083395 0.34135469 0.54858345 0.24427687 0.49054966] [ 0.25192235 0.56810999 0.45002983 0.72435133 0.57273358] [ 0.44997589 0.55078565 0.56647038 0.52647967 0.48033055] [ 0.47985227 0.47963464 0.52830345 0.37106611 0.5368168 ] [ 0.25200756 0.66787012 0.35603714 0.6341032 0.4259111 ] [ 0.78132738 0.37314699 0.58171739 0.56451644 0.3744493 ] [ 0.60915053 0.48365248 0.57416345 0.33590995 0.46708045] [ 0.32145773 0.53868074 0.44692345 0.64937074 0.62148582] [ 0.37393893 0.66878512 0.4728658 0.75156562 0.52252292] [ 0.67357599 0.37867938 0.61346106 0.50569973 0.44579449] [ 0.63759562 0.56173238 0.40398896 0.50074077 0.47643524] [ 0.62064452 0.62143362 0.45562409 0.65012724 0.59613517] [ 0.37677467 0.47867945 0.37566781 0.66591022 0.56206436] [ 0.63265109 0.60068733 0.45346766 0.47972885 0.56523721] [ 0.33191564 0.55140905 0.4019811 0.80024329 0.56186833] [ 0.59587937 0.49073994 0.56906737 0.35944506 0.65511825] [ 0.32027168 0.50672288 0.55635575 0.8193328 0.63127672] [ 0.56012354 0.57624785 0.52455986 0.40378745 0.42977014] [ 0.69375187 0.54265539 0.53058141 0.46970417 0.50259089] [ 0.49035431 0.45944567 0.69631379 0.67689202 0.53319258] [ 0.80309652 0.54415861 0.48183995 0.19809484 0.48422552] [ 0.5475788 0.50067007 0.57828732 0.50747979 0.40192979] [ 0.52715787 0.54547585 0.47388661 0.52673253 0.44435174] [ 0.69216242 0.49525777 0.57594655 0.24560252 0.57087915] [ 0.32898532 0.50591429 0.5258817 0.86730399 0.64245001] [ 0.23320464 0.53806286 0.37043985 0.68292242 0.56813551] [ 0.81950585 0.33142248 0.51029056 0.24926458 0.44294457] [ 0.50529542 0.60500233 0.34870118 0.59644592 0.57567575] [ 0.57824503 0.59976923 0.551632 0.52813064 0.39151971] [ 0.18900941 0.68480523 0.30568503 0.63306988 0.58374906] [ 0.77833564 0.5813246 0.38780424 0.385404 0.39634652] [ 0.67403858 0.50375779 0.5261755 0.59281342 0.34412031] [ 0.43664547 0.56725702 0.43047264 0.38193467 0.52252133] [ 0.43998665 0.64590611 0.4220762 0.57299607 0.40796103] [ 0.61879615 0.48035322 0.57986226 0.3447835 0.41290181] [ 0.5837162 0.65371565 0.41872038 0.68007532 0.55827526] [ 0.33524488 0.64017941 0.33961104 0.71207409 0.43529884] [ 0.489989 0.53665033 0.45571631 0.62118955 0.68260167] [ 0.35116103 0.56853492 0.39345803 0.78738118 0.4500259 ] [ 0.40294354 0.66633078 0.40948218 0.60574094 0.55220254] [ 0.41427274 0.65864949 0.33287711 0.51436517 0.58836823] [ 0.73955613 0.44866659 0.52369021 0.2475632 0.30806619] [ 0.59648722 0.49173007 0.34499849 0.37905497 0.42933226] [ 0.64832779 0.48723447 0.50836632 0.18631415 0.51645253] [ 0.61077661 0.60150122 0.34993075 0.40210082 0.35155891] [ 0.36841416 0.61835943 0.60176298 0.50193637 0.53720139] [ 0.28754641 0.52617737 0.4978709 0.74490122 0.43599161] [ 0.84639274 0.39884159 0.64930367 0.16312717 0.39078822] [ 0.38380739 0.53208031 0.53619572 0.7459638 0.54675106] [ 0.50095751 0.53972023 0.54107352 0.34338465 0.69806222] [ 0.8120741 0.36751758 0.63821591 0.31661793 0.36608959] [ 0.55262999 0.44587669 0.45094573 0.57268266 0.2989417 ] [ 0.7692017 0.37359358 0.6340978 0.46202676 0.43431239] [ 0.65132923 0.49398207 0.55379752 0.55133165 0.36721573] [ 0.31088344 0.65486669 0.25993989 0.82702355 0.53607166] [ 0.70762676 0.49878757 0.46385929 0.5687799 0.43596428] [ 0.18845958 0.5440617 0.56891164 0.61949305 0.64499391] [ 0.68872284 0.58147798 0.36385324 0.4772701 0.35461234] [ 0.80416525 0.47515785 0.53188976 0.36794643 0.42322619] [ 0.30949747 0.51361711 0.53753428 0.4680208 0.55504136] [ 0.37263323 0.58874899 0.39404458 0.86278192 0.4449706 ] [ 0.61851753 0.53083454 0.39683092 0.42862166 0.48090199] [ 0.54326607 0.5428142 0.57525921 0.70653633 0.42741747] [ 0.65076284 0.55375333 0.3591246 0.49792761 0.40280001] [ 0.68649999 0.44242586 0.51528393 0.41670948 0.46622529] [ 0.51385529 0.51122222 0.59496205 0.35079484 0.56307861] [ 0.71575435 0.42079159 0.60267531 0.50571669 0.33080647] [ 0.66648544 0.31561577 0.49839742 0.24300748 0.39906559] [ 0.58181213 0.61564844 0.46915229 0.58002881 0.39369004] [ 0.2922332 0.54608763 0.36594941 0.80933027 0.51590341] [ 0.31018471 0.55376467 0.58042863 0.80295075 0.71734285] [ 0.40191617 0.55696266 0.47605916 0.79070085 0.64496613] [ 0.53200913 0.39696909 0.52076812 0.5544974 0.457503 ] [ 0.71755126 0.49671252 0.55669115 0.43342229 0.45725564] [ 0.7877736 0.44795122 0.53226026 0.66509318 0.37348119] [ 0.61770855 0.40607021 0.69337422 0.52372899 0.54941405] [ 0.36191223 0.70873893 0.42435892 0.60164178 0.51224344] [ 0.78778956 0.48572215 0.52237862 0.34278362 0.36033052] [ 0.65458084 0.61207763 0.33369128 0.5101923 0.42241003] [ 0.81441478 0.44866959 0.56495821 0.22950718 0.45334464] [ 0.30310933 0.7150104 0.50045947 0.69537204 0.58602587] [ 0.70502184 0.38798893 0.34813527 0.20533351 0.32146154] [ 0.34270439 0.635059 0.4445218 0.70460431 0.53526609] [ 0.61367292 0.49193837 0.52725006 0.69024381 0.5330827 ] [ 0.67594036 0.49803716 0.38383231 0.5181526 0.35761133] [ 0.47221645 0.4056009 0.52817168 0.54186834 0.45654974] [ 0.56275818 0.43821715 0.4906963 0.36616094 0.32612994] [ 0.33530945 0.68848427 0.49106231 0.8003167 0.68140133] [ 0.24634748 0.72190504 0.41394379 0.84842459 0.54358464] [ 0.40134803 0.60518315 0.47997588 0.47058343 0.59963048] [ 0.55953398 0.59326313 0.40535305 0.73784619 0.40508476] [ 0.47266979 0.4965437 0.39152369 0.61596957 0.59619984] [ 0.63396521 0.494053 0.44870996 0.40535009 0.38585162] [ 0.66587804 0.4144032 0.63739738 0.637069 0.41915255] [ 0.58672458 0.5052337 0.47713284 0.3544332 0.46349707] [ 0.86269733 0.39454312 0.52448756 0.16925314 0.41844542] [ 0.72810266 0.41786496 0.58038046 0.17213254 0.48340185] [ 0.72912598 0.44376677 0.51001248 0.26055027 0.35622739] [ 0.47001524 0.48436846 0.33248093 0.74144671 0.33949795] [ 0.57573807 0.58800373 0.4628542 0.71476004 0.48727582] [ 0.58851084 0.55437142 0.48772368 0.40865893 0.45181591] [ 0.47400282 0.66365766 0.40665917 0.74859684 0.53107814] [ 0.73210432 0.32913078 0.65948877 0.43486551 0.4421309 ] [ 0.74261845 0.37333423 0.49090426 0.28388197 0.33627208] [ 0.52896417 0.43532121 0.53611387 0.38972534 0.45244461] [ 0.44935403 0.49603218 0.63357104 0.53606487 0.64223105] [ 0.50610025 0.44577516 0.45475223 0.59259072 0.48516391] Progress: 61.5% ... Training loss: 0.408 ... Validation loss: 0.672[ 0.57759602 0.38619954 0.53703866 0.41514127 0.49206028] [ 0.64343547 0.57337024 0.45864755 0.59285755 0.46894888] [ 0.59686076 0.42822336 0.52167064 0.47492925 0.45210986] [ 0.73690624 0.40949314 0.4234001 0.4055429 0.45976321] [ 0.52772442 0.48428813 0.32939744 0.53104739 0.52672524] [ 0.83378878 0.36867045 0.53838471 0.13935112 0.44966555] [ 0.48152093 0.5540577 0.45003557 0.48706964 0.4986741 ] [ 0.45929048 0.51006713 0.57833302 0.37501632 0.69832165] [ 0.61684219 0.5505413 0.61169023 0.38140254 0.39252113] [ 0.32175182 0.65141642 0.43734766 0.84422418 0.56626158] [ 0.6419341 0.50366919 0.51335537 0.3676272 0.39322842] [ 0.55259158 0.56048953 0.35336144 0.33119634 0.42867763] [ 0.46143708 0.57139472 0.32620984 0.63701996 0.54275599] [ 0.6125578 0.5830229 0.43647624 0.44181619 0.32332132] [ 0.61401588 0.56296378 0.52598071 0.3433048 0.5437295 ] [ 0.23601163 0.51057841 0.56525654 0.5834422 0.5007874 ] [ 0.50589707 0.68247581 0.42786839 0.67051463 0.44734407] [ 0.5586878 0.59159735 0.39743003 0.42808731 0.41636232] [ 0.67626413 0.5456707 0.47110178 0.33951053 0.45465548] [ 0.64670572 0.47822026 0.45637594 0.40349675 0.44494918] [ 0.74252514 0.31378326 0.63675016 0.51201624 0.44418417] [ 0.64349629 0.53165194 0.54344696 0.47835429 0.37204468] [ 0.54969214 0.43125348 0.48896927 0.4192404 0.34541865] [ 0.18084261 0.6718471 0.39210483 0.85130379 0.43599379] [ 0.25973633 0.77383364 0.25648602 0.76162859 0.50638108] [ 0.58305105 0.50711241 0.59966018 0.70343857 0.5552421 ] [ 0.47318835 0.56310679 0.39520336 0.51439876 0.58092919] [ 0.48057925 0.51947595 0.52184159 0.57186768 0.36802183] [ 0.47907975 0.57152895 0.46582829 0.47883453 0.50446299] [ 0.74194541 0.54106684 0.47481814 0.48599564 0.48585036] [ 0.73289882 0.50734692 0.45422327 0.38368417 0.32498327] [ 0.3931938 0.69957183 0.52516776 0.66881476 0.54158418] [ 0.43847942 0.60766584 0.34438271 0.5684407 0.43901967] [ 0.47096404 0.60288818 0.51422057 0.59639892 0.44860296] [ 0.68158626 0.49370085 0.653614 0.4007708 0.47294646] [ 0.37504123 0.61541025 0.43280715 0.68548775 0.57020606] [ 0.48727275 0.61995453 0.489122 0.59219036 0.48938789] [ 0.51364081 0.58484232 0.43947916 0.37190451 0.49119726] [ 0.34333578 0.63473797 0.44464938 0.70416906 0.53517049] [ 0.68575349 0.52137662 0.46335875 0.59454711 0.44362823] [ 0.44175738 0.59303197 0.50454811 0.5986379 0.61384876] [ 0.71933503 0.49110882 0.59573515 0.65210823 0.43943067] [ 0.61663384 0.4668549 0.51351991 0.62794264 0.32569823] [ 0.5200105 0.59329069 0.41000796 0.48762904 0.56667049] [ 0.35002884 0.58041676 0.37212222 0.69098651 0.45697004] [ 0.59370712 0.44414534 0.315579 0.61078646 0.46083529] [ 0.38479717 0.6314489 0.36672163 0.58464774 0.47834397] [ 0.71315868 0.44580369 0.48914317 0.29519099 0.40171456] [ 0.74815557 0.33801684 0.60205261 0.26740884 0.42619437] [ 0.48930955 0.51460174 0.48297519 0.74223716 0.52189477] [ 0.19842563 0.75670029 0.34242866 0.75537085 0.51568428] [ 0.72012742 0.5838879 0.55105381 0.43673192 0.42985934] [ 0.46497157 0.57550256 0.29425194 0.59638731 0.55108211] [ 0.78681051 0.5377483 0.58777648 0.21581014 0.50622415] [ 0.77245928 0.39190211 0.36894083 0.27593446 0.40180007] [ 0.50563471 0.60490892 0.34874207 0.59627167 0.57565206] [ 0.28727641 0.54889045 0.54542689 0.65942695 0.47564101] [ 0.23383907 0.59885426 0.49926167 0.70741759 0.59905934] [ 0.61102534 0.46955148 0.46818427 0.62436422 0.40382398] [ 0.6657543 0.44010627 0.38276557 0.49322669 0.41478191] [ 0.57196946 0.52035237 0.5563626 0.49124809 0.38555184] [ 0.51981251 0.51323612 0.41186109 0.46032787 0.55725248] [ 0.73586399 0.59456559 0.4743486 0.32124192 0.56822513] [ 0.38003269 0.66141709 0.35368666 0.51987498 0.33198758] [ 0.59602789 0.53187866 0.43730899 0.65631469 0.50203039] [ 0.77424322 0.41216048 0.49365363 0.25141121 0.54476278] [ 0.46757863 0.70514942 0.25362398 0.67106303 0.50492327] [ 0.75359287 0.38590475 0.62311571 0.43005563 0.41960152] [ 0.33524083 0.58581992 0.42961941 0.61309267 0.31967321] [ 0.16973514 0.57892935 0.40490739 0.85215276 0.55329135] [ 0.58345123 0.52205615 0.52115406 0.30862233 0.55144009] [ 0.52258538 0.63543779 0.27708166 0.39034314 0.48652958] [ 0.72719185 0.32839271 0.71112151 0.53582038 0.38990658] [ 0.64345391 0.45770613 0.50531142 0.62934298 0.34710785] [ 0.72482351 0.31859014 0.6283543 0.41259083 0.4279648 ] [ 0.23115589 0.69852491 0.44211839 0.70611283 0.4953302 ] [ 0.61284037 0.51427268 0.48304985 0.35563496 0.43415415] [ 0.66057849 0.616623 0.39225223 0.49896267 0.44015612] [ 0.86285139 0.43264243 0.54646884 0.26793038 0.36987264] [ 0.76855555 0.49029006 0.38284075 0.36749064 0.33770122] [ 0.5901762 0.60942891 0.41183835 0.51825855 0.48535369] [ 0.38835441 0.55996936 0.43684211 0.66570801 0.36648023] [ 0.2746222 0.64586958 0.34958851 0.79645196 0.39376601] [ 0.53269678 0.58705084 0.45666013 0.30610476 0.47766994] [ 0.62720057 0.43227876 0.41752954 0.43702632 0.40769722] [ 0.62602939 0.35931706 0.47814777 0.61544535 0.3969031 ] [ 0.47264634 0.61810523 0.37969264 0.36730565 0.41968632] [ 0.20116327 0.60854118 0.43919814 0.88258675 0.51239828] [ 0.6871554 0.4641909 0.51353906 0.38539655 0.58724118] [ 0.81307875 0.37329446 0.58483569 0.18414413 0.42929336] [ 0.3935068 0.64037033 0.31591013 0.66461467 0.4621231 ] [ 0.47852004 0.53228852 0.56110649 0.74555369 0.60098222] [ 0.6600508 0.53668885 0.48882048 0.32679344 0.41990707] [ 0.50981054 0.54926246 0.45743077 0.55868652 0.625815 ] [ 0.40559828 0.53674696 0.39756829 0.72774116 0.3971744 ] [ 0.70341173 0.47778493 0.57262607 0.41607323 0.49890408] [ 0.74964286 0.33334159 0.59546633 0.61048335 0.40501159] [ 0.22435808 0.72194837 0.54441264 0.77204812 0.62170756] [ 0.56108295 0.44981518 0.48274614 0.67294959 0.47057231] [ 0.67755266 0.44258351 0.56707764 0.45587932 0.46783923] [ 0.53289095 0.60719153 0.35387957 0.37837744 0.40244326] [ 0.6741386 0.40911067 0.66609235 0.40450447 0.44805939] [ 0.57992637 0.63528182 0.43177143 0.47174251 0.65084296] [ 0.86163408 0.28415283 0.59722739 0.13701437 0.34058068] [ 0.57901021 0.41183948 0.52277918 0.5717084 0.36591802] [ 0.52278719 0.64337808 0.32424087 0.37080653 0.43439568] [ 0.66082119 0.30743148 0.47215818 0.5929712 0.29775157] [ 0.55925616 0.54451363 0.39914426 0.66303907 0.35696724] [ 0.65523214 0.42653518 0.55640684 0.24970764 0.56509309] [ 0.57684579 0.61034271 0.37425773 0.45082351 0.51524654] [ 0.57686724 0.4565054 0.51614741 0.73587852 0.49464539] [ 0.4655951 0.6091158 0.46464331 0.65644242 0.47946892] [ 0.76576566 0.47963956 0.48356516 0.26523336 0.28448305] [ 0.44273276 0.54572944 0.51823399 0.82138179 0.51054698] [ 0.78816361 0.53355485 0.48204359 0.60326732 0.43224596] [ 0.4875843 0.52616529 0.59741214 0.77681687 0.55535743] [ 0.42591774 0.68813893 0.39185405 0.62389819 0.36424639] [ 0.69869444 0.44881314 0.58656594 0.34336381 0.4373336 ] [ 0.41589226 0.62055718 0.41133411 0.64781474 0.45474878] [ 0.81850551 0.42513994 0.60887508 0.33245776 0.39505631] [ 0.40201467 0.61027278 0.53315205 0.49467842 0.54242656] [ 0.60351511 0.41471217 0.38887306 0.70983306 0.40260138] [ 0.51553394 0.5174194 0.50213597 0.42857424 0.55328625] [ 0.66964409 0.43851732 0.46932382 0.65197653 0.3486306 ] [ 0.38382545 0.70420125 0.41984594 0.67244756 0.51179264] [ 0.70006155 0.44997184 0.42016545 0.38442527 0.45523256] [ 0.67919256 0.56874021 0.28404866 0.60939626 0.2929976 ] [ 0.72093112 0.32107749 0.62539755 0.49618047 0.44657202] Progress: 61.6% ... Training loss: 0.408 ... Validation loss: 0.673[ 0.64660947 0.57579124 0.34911806 0.56742936 0.39087791] [ 0.39757707 0.59774023 0.45185818 0.6316481 0.47302505] [ 0.70779049 0.49864758 0.4638994 0.56849433 0.43598042] [ 0.60398292 0.53209253 0.49072722 0.47309889 0.48770147] [ 0.65418791 0.53964203 0.44887149 0.37783858 0.49669966] [ 0.72676937 0.42385654 0.51704841 0.42363818 0.41307798] [ 0.56895748 0.53358179 0.47370018 0.67991923 0.42272155] [ 0.58922813 0.5805698 0.50346665 0.47064866 0.46685578] [ 0.4360585 0.49655073 0.48798289 0.84866228 0.60433044] [ 0.36567867 0.55097103 0.42748821 0.7876146 0.46692094] [ 0.69419439 0.49230206 0.51721824 0.36388784 0.49966828] [ 0.41463777 0.56237713 0.30109245 0.53985957 0.43379845] [ 0.42788102 0.69397894 0.3482377 0.52369975 0.39833895] [ 0.76883272 0.4979721 0.57063142 0.24851789 0.49081311] [ 0.34100953 0.58845911 0.31955568 0.76118778 0.48236058] [ 0.6555047 0.42638835 0.55645807 0.24955879 0.56504795] [ 0.79934162 0.40412973 0.55845253 0.20281947 0.41853796] [ 0.61276125 0.59078523 0.36070299 0.48937461 0.45485623] [ 0.61085213 0.40552985 0.38073216 0.289168 0.36096436] [ 0.60989524 0.54928628 0.42659952 0.48636682 0.55018586] [ 0.30716827 0.54612772 0.33813815 0.56964134 0.54838803] [ 0.13432077 0.57982324 0.48341421 0.88008673 0.66809854] [ 0.8164175 0.4794627 0.51063497 0.29703445 0.43352786] [ 0.46478489 0.53378297 0.49205834 0.39673843 0.45084283] [ 0.2889396 0.63188943 0.45612059 0.86119585 0.57802788] [ 0.16614837 0.53140771 0.35245142 0.85357836 0.63064248] [ 0.67912536 0.40807891 0.46850528 0.33648898 0.44868764] [ 0.38498997 0.65071116 0.32872509 0.65476816 0.46526555] [ 0.49211315 0.65758788 0.42059811 0.51559674 0.58333791] [ 0.69908535 0.57999254 0.56103837 0.41013113 0.4736996 ] [ 0.69318373 0.38580252 0.51056136 0.4186098 0.43048187] [ 0.53421689 0.59138156 0.3948857 0.3717201 0.34166148] [ 0.80386081 0.38707167 0.46424331 0.33138017 0.36572233] [ 0.42193287 0.5098964 0.53700279 0.5756307 0.50517188] [ 0.83655129 0.4803599 0.4481412 0.48690567 0.37376793] [ 0.41902636 0.64017776 0.47002468 0.71162129 0.61712127] [ 0.29486199 0.57161724 0.36300734 0.82194839 0.47856379] [ 0.78449309 0.50007489 0.43394053 0.24312504 0.35018961] [ 0.39651646 0.54922119 0.4948045 0.52665595 0.41338439] [ 0.51524995 0.64829442 0.38955819 0.56405551 0.54403511] [ 0.69176797 0.54277914 0.57332405 0.30730661 0.37774534] [ 0.83473818 0.43591363 0.56049105 0.21851605 0.41123829] [ 0.27626196 0.69669294 0.42544543 0.69835387 0.54724586] [ 0.24584393 0.72534672 0.46195176 0.6932672 0.46437456] [ 0.44908354 0.57163659 0.35510742 0.49507333 0.51306759] [ 0.59076175 0.34356786 0.44503107 0.47836359 0.44701443] [ 0.45691714 0.50434378 0.49644706 0.42377382 0.4365194 ] [ 0.53404877 0.66082818 0.41239846 0.51225129 0.33946326] [ 0.23493065 0.63639643 0.34684313 0.65902417 0.57193444] [ 0.56697894 0.57759795 0.50330736 0.73916046 0.40232186] [ 0.82143263 0.36305326 0.47435767 0.30345377 0.50385758] [ 0.63177307 0.38599713 0.47870395 0.59361142 0.39940259] [ 0.5890822 0.49999352 0.43509545 0.46744366 0.42653642] [ 0.43478735 0.46565751 0.41540274 0.74824515 0.55898036] [ 0.86517393 0.40954867 0.44246778 0.23341172 0.27213191] [ 0.47944043 0.52243305 0.50324124 0.45501277 0.58433107] [ 0.81079271 0.54205282 0.52930407 0.33911821 0.41364777] [ 0.56316034 0.62345727 0.36521344 0.48102843 0.370347 ] [ 0.4298418 0.57807818 0.5039002 0.70487232 0.48291428] [ 0.52712629 0.51061087 0.52560847 0.48427991 0.55994483] [ 0.47184836 0.53185743 0.37890167 0.53734557 0.53805475] [ 0.71608973 0.43138018 0.52111633 0.28593754 0.35478026] [ 0.56772742 0.54146308 0.35307921 0.3537503 0.42702428] [ 0.26040238 0.54854559 0.55466892 0.61693945 0.67238781] [ 0.83473905 0.40920625 0.49029833 0.34037454 0.43045198] [ 0.63893917 0.43262431 0.50890035 0.63893229 0.36213305] [ 0.54504217 0.54196684 0.57559439 0.70554043 0.42711551] [ 0.74255908 0.46036507 0.53024013 0.42791646 0.52267558] [ 0.45366013 0.46868248 0.54741588 0.49783536 0.60241575] [ 0.71705502 0.3979034 0.69250616 0.51119579 0.3708554 ] [ 0.76276448 0.52593369 0.44432759 0.19181334 0.34212821] [ 0.79265466 0.62557651 0.47568798 0.44494557 0.36786355] [ 0.80141783 0.47835092 0.54063954 0.20576973 0.40336403] [ 0.70025182 0.48544494 0.52590741 0.37080194 0.44726795] [ 0.64995911 0.5630156 0.46992456 0.61373552 0.41313725] [ 0.53043267 0.39391748 0.35520981 0.61181755 0.41246971] [ 0.59411845 0.57643821 0.38140142 0.22250651 0.36241963] [ 0.43929544 0.51498951 0.39090664 0.46032167 0.45484598] [ 0.61369865 0.61119664 0.33381309 0.47379339 0.31180437] [ 0.49218422 0.63706234 0.48707791 0.46860672 0.50699583] [ 0.44810275 0.62680434 0.3863016 0.63686018 0.49565777] [ 0.53352593 0.4250377 0.44990337 0.73066383 0.50368561] [ 0.60828834 0.53709881 0.43401772 0.51254742 0.49075035] [ 0.75124772 0.55208385 0.59326447 0.38656645 0.3708849 ] [ 0.33334649 0.6787536 0.31486297 0.58275816 0.46805053] [ 0.62821228 0.40540212 0.56051183 0.32232878 0.42523931] [ 0.81701874 0.41224121 0.61987029 0.20734197 0.37064221] [ 0.68234929 0.43999686 0.58144458 0.3389659 0.43725236] [ 0.78688624 0.47310804 0.52017531 0.35988423 0.35879148] [ 0.29279208 0.48423251 0.37152732 0.73233989 0.54721168] [ 0.22685281 0.73061249 0.36528602 0.75011195 0.46162694] [ 0.69176351 0.57128872 0.26691941 0.4471225 0.39349997] [ 0.38530561 0.67707312 0.3542237 0.68953652 0.45085681] [ 0.42563273 0.6163953 0.46308494 0.75174814 0.38116078] [ 0.55923843 0.49893359 0.39151164 0.60837943 0.37391376] [ 0.86772254 0.3149884 0.5490529 0.10017912 0.2721632 ] [ 0.5084529 0.46361088 0.5711612 0.36197985 0.3521543 ] [ 0.71848891 0.37401184 0.59565482 0.25364081 0.40770588] [ 0.79342234 0.35197959 0.61695291 0.22809141 0.49731988] [ 0.72910442 0.46025246 0.48156015 0.19903588 0.33647594] [ 0.44096689 0.58802698 0.3483062 0.55999005 0.47758858] [ 0.73088376 0.45455285 0.59691981 0.46859224 0.44261181] [ 0.38171791 0.53744024 0.35995677 0.59315231 0.48341164] [ 0.72002689 0.48276674 0.52714182 0.21772317 0.4731285 ] [ 0.70149974 0.51286623 0.49564383 0.20826888 0.40565304] [ 0.37363675 0.55926145 0.42675425 0.78211232 0.43697862] [ 0.32294327 0.55089094 0.39316106 0.80634591 0.56936708] [ 0.21946861 0.55577836 0.42352941 0.84718476 0.57817523] [ 0.69070297 0.48594204 0.49261906 0.25365247 0.45154297] [ 0.45133621 0.53928074 0.50090671 0.70164499 0.52444377] [ 0.63795891 0.49299888 0.39059028 0.45884874 0.43353315] [ 0.34266951 0.70532812 0.38526002 0.65234445 0.44085507] [ 0.43155301 0.72442469 0.28060066 0.7172657 0.57031955] [ 0.64267403 0.52472445 0.54759058 0.25165468 0.4505718 ] [ 0.84145248 0.37623075 0.6026852 0.28776875 0.38448785] [ 0.53713886 0.49847386 0.40202337 0.65627523 0.57566103] [ 0.32268203 0.63101329 0.47074744 0.59935532 0.43917164] [ 0.50892674 0.53769344 0.4443971 0.66684173 0.37346537] [ 0.58082072 0.64685499 0.26668634 0.70488099 0.41820513] [ 0.50960252 0.51723528 0.49650499 0.439483 0.31817005] [ 0.81633999 0.52598304 0.49543182 0.31676097 0.42140853] [ 0.54663293 0.40883583 0.4322424 0.37275266 0.41349138] [ 0.43798113 0.59041518 0.34392543 0.57084964 0.3620055 ] [ 0.42193936 0.46023766 0.4486303 0.76209706 0.59992989] [ 0.66310954 0.47098327 0.54761702 0.35175911 0.46854001] [ 0.72061459 0.42436319 0.55266668 0.29673897 0.41756982] [ 0.66462827 0.66471926 0.42030661 0.38794545 0.42730342] [ 0.75952817 0.53696514 0.46132683 0.20830138 0.35572498] Progress: 61.6% ... Training loss: 0.407 ... Validation loss: 0.671[ 0.71267923 0.47426019 0.52314848 0.31637796 0.39183014] [ 0.77114219 0.50867954 0.4778152 0.2564241 0.25886531] [ 0.6195042 0.50201052 0.47434151 0.50736337 0.37034186] [ 0.53102638 0.47365736 0.62293893 0.69838289 0.52104337] [ 0.66511491 0.42215364 0.6149846 0.71848482 0.42784014] [ 0.64251182 0.56820395 0.342009 0.36946247 0.4546496 ] [ 0.50217712 0.65111528 0.39014653 0.64142549 0.47361486] [ 0.60677958 0.51007651 0.41130227 0.51142103 0.52970925] [ 0.65974163 0.39018874 0.60276562 0.4875246 0.34549445] [ 0.69222959 0.46759464 0.61483294 0.30142133 0.51135158] [ 0.67994464 0.44674839 0.43573776 0.40789554 0.38832622] [ 0.6136161 0.52777474 0.44201711 0.58199089 0.37179865] [ 0.39032033 0.56722217 0.4785717 0.65158392 0.52733303] [ 0.64138082 0.42784641 0.55406347 0.5959952 0.34576413] [ 0.54482286 0.39113704 0.5032786 0.61554297 0.38983311] [ 0.65267174 0.43587732 0.44072133 0.39257232 0.50417788] [ 0.66889671 0.4338935 0.41678586 0.54892067 0.42745188] [ 0.40804846 0.52986155 0.50770027 0.79278595 0.64689976] [ 0.64542685 0.41119303 0.50110723 0.32807128 0.37479189] [ 0.27351708 0.60774362 0.51035881 0.78210121 0.55456594] [ 0.58547902 0.567441 0.37332822 0.39890029 0.4234449 ] [ 0.44184001 0.76038918 0.31530191 0.57955516 0.4039869 ] [ 0.81638657 0.40495989 0.55863768 0.30954854 0.47600979] [ 0.71081266 0.65392268 0.35988071 0.58722469 0.36219141] [ 0.65237281 0.54370938 0.4403608 0.30927652 0.59259742] [ 0.32910328 0.60594146 0.4412868 0.72254486 0.42287605] [ 0.31810961 0.67869825 0.26645279 0.66021729 0.46159485] [ 0.69665075 0.60772297 0.37621489 0.4291997 0.42622742] [ 0.75322485 0.47685571 0.50433545 0.15879288 0.40198455] [ 0.61114516 0.62689321 0.5258314 0.4814785 0.43875099] [ 0.76491358 0.35065785 0.39572315 0.2706432 0.29727811] [ 0.4124275 0.52734286 0.59090173 0.67154457 0.56705004] [ 0.2826991 0.66469998 0.38672889 0.6010737 0.55273761] [ 0.17367131 0.53238445 0.39546381 0.88575491 0.67261288] [ 0.67877071 0.2965608 0.59487906 0.38071111 0.43063167] [ 0.61552827 0.51012298 0.38385564 0.36096351 0.34514433] [ 0.49246224 0.56808694 0.50805304 0.46979795 0.49093201] [ 0.55094395 0.59753059 0.51152381 0.50356437 0.4896574 ] [ 0.67404413 0.40921955 0.66608215 0.40457027 0.44803429] [ 0.36647394 0.50433686 0.50551941 0.50857266 0.70241792] [ 0.35022875 0.56940036 0.4950251 0.66641737 0.48565865] [ 0.42047839 0.70052997 0.32235524 0.64479101 0.40109352] [ 0.58776579 0.43378508 0.58557431 0.33590574 0.57168331] [ 0.64533493 0.52197802 0.49149465 0.25755867 0.47582741] [ 0.65826438 0.4452886 0.62471019 0.65014576 0.44461772] [ 0.73745415 0.42730822 0.64419614 0.64221502 0.39886234] [ 0.29862751 0.61755013 0.39479332 0.74886427 0.49820813] [ 0.66827851 0.3994579 0.50105698 0.45971724 0.47307305] [ 0.56756358 0.50734902 0.5678434 0.66155298 0.40499232] [ 0.21670933 0.58476122 0.46027127 0.7507608 0.6587601 ] [ 0.29514713 0.55220008 0.4051113 0.68640336 0.52692396] [ 0.78762337 0.44917438 0.41773694 0.3119156 0.46153425] [ 0.11809232 0.65091767 0.54188008 0.85700531 0.55438263] [ 0.37379305 0.69714973 0.40560869 0.71841871 0.49232559] [ 0.503285 0.55600786 0.46919647 0.78918847 0.52455715] [ 0.57081553 0.47774274 0.47655336 0.47742204 0.49553862] [ 0.57350377 0.67967043 0.38725783 0.64454921 0.50755574] [ 0.63848896 0.57932256 0.50929054 0.54580616 0.36559417] [ 0.56576499 0.46382307 0.37779115 0.3983947 0.39483225] [ 0.56267784 0.58729825 0.53832813 0.60695269 0.42286891] [ 0.5609003 0.43129821 0.58392146 0.35029195 0.52869494] [ 0.32485201 0.55646619 0.4776237 0.88230771 0.61596308] [ 0.48221238 0.47617221 0.44146137 0.52683531 0.5018735 ] [ 0.4828923 0.70851333 0.41471162 0.6771349 0.48610967] [ 0.61620817 0.55066683 0.332459 0.58319004 0.42007153] [ 0.63964575 0.5728783 0.6159729 0.5535374 0.50731028] [ 0.28657554 0.53135657 0.40509513 0.78583229 0.50814372] [ 0.54685222 0.54767233 0.52638591 0.50578527 0.39208932] [ 0.59596973 0.49859126 0.63001352 0.56586741 0.47927724] [ 0.55206598 0.60670212 0.56279983 0.50427932 0.53758071] [ 0.41631734 0.58805804 0.40505926 0.51216355 0.45177115] [ 0.65672009 0.52459524 0.42636274 0.64186303 0.32580655] [ 0.36026628 0.53681205 0.41594514 0.71084994 0.4749543 ] [ 0.65353319 0.45917907 0.44683788 0.30144316 0.37029958] [ 0.34015851 0.58951958 0.36870837 0.70973248 0.61575422] [ 0.34003138 0.70234959 0.39077951 0.70560458 0.37824143] [ 0.35012802 0.55717516 0.32522742 0.51365011 0.37295077] [ 0.40111919 0.51760911 0.4351844 0.76276011 0.46628347] [ 0.52699677 0.52752217 0.50187138 0.49631139 0.43547365] [ 0.45154269 0.55396944 0.49300268 0.54485833 0.65165539] [ 0.36493486 0.69267874 0.28549817 0.50140796 0.36375348] [ 0.2699044 0.68868164 0.40107532 0.66563154 0.4358544 ] [ 0.75914662 0.4015423 0.53630999 0.4168781 0.36500898] [ 0.5794376 0.57569588 0.3897258 0.59594544 0.383286 ] [ 0.80296945 0.44867003 0.53913636 0.24050672 0.39366454] [ 0.34122998 0.58788028 0.52686322 0.7012248 0.63702867] [ 0.61320599 0.58278253 0.43653591 0.44139155 0.3232894 ] [ 0.45878144 0.49607595 0.55427898 0.75883416 0.47649474] [ 0.63078894 0.55539119 0.42861019 0.68687026 0.36529398] [ 0.43843333 0.58947783 0.32540268 0.49451249 0.51977942] [ 0.58671303 0.41921319 0.55020968 0.29236658 0.3789971 ] [ 0.37541284 0.69345844 0.29340716 0.72391831 0.54503729] [ 0.50319843 0.50318533 0.62751723 0.7021758 0.47343373] [ 0.44193339 0.51918491 0.50100566 0.79364871 0.55148871] [ 0.55829647 0.51791891 0.40232066 0.65489355 0.37206678] [ 0.30089096 0.60881641 0.45788257 0.60449422 0.52689107] [ 0.63162143 0.44590281 0.62920414 0.58002451 0.31721558] [ 0.52383553 0.4577097 0.51394295 0.63288851 0.51499843] [ 0.63357822 0.52486988 0.48043291 0.34181413 0.31325958] [ 0.32162373 0.5672219 0.38881294 0.78907178 0.45658956] [ 0.54590859 0.57337623 0.40039693 0.65497267 0.50419914] [ 0.69565778 0.47785913 0.49929047 0.22959539 0.40976744] [ 0.57025278 0.5983211 0.5388783 0.58972373 0.4659142 ] [ 0.75330433 0.39009453 0.43735581 0.16009253 0.41895479] [ 0.80143263 0.47674339 0.4174642 0.40841797 0.43771044] [ 0.81173631 0.35708594 0.38656274 0.32438447 0.33718835] [ 0.68022184 0.63900233 0.32719701 0.561429 0.53070163] [ 0.56048458 0.51134759 0.43761841 0.33759899 0.36710152] [ 0.34996862 0.52682388 0.43166099 0.62065295 0.50146668] [ 0.7214312 0.44194264 0.37085662 0.39870803 0.4739659 ] [ 0.69832371 0.37221866 0.7114801 0.25046515 0.48098753] [ 0.43979422 0.54822339 0.5275637 0.76170733 0.55063142] [ 0.69103029 0.51842336 0.62142397 0.40658192 0.46556004] [ 0.70190427 0.4337586 0.47348346 0.49975223 0.52829 ] [ 0.6182981 0.67199667 0.31843038 0.50452389 0.33494363] [ 0.7928379 0.43310528 0.47425839 0.24255361 0.34941775] [ 0.50821651 0.48094527 0.43101102 0.38919514 0.59076242] [ 0.27581563 0.69705934 0.42527011 0.69866086 0.54742262] [ 0.45482553 0.5691265 0.40294311 0.33454149 0.39688136] [ 0.55218628 0.50093601 0.56559512 0.35716977 0.52880627] [ 0.72306275 0.51477903 0.58407402 0.37950503 0.51509972] [ 0.45859127 0.51622583 0.4281245 0.59934732 0.6401733 ] [ 0.5024606 0.51689708 0.61269951 0.69210456 0.60663097] [ 0.7238334 0.57857135 0.35287691 0.44134535 0.41590256] [ 0.80852736 0.42863294 0.61526688 0.52968121 0.36719642] [ 0.65649612 0.39655779 0.51577229 0.53221496 0.34687921] [ 0.55767447 0.50445637 0.45444175 0.32603152 0.42848646] [ 0.66756888 0.43658716 0.53703078 0.49433317 0.37183956] Progress: 61.7% ... Training loss: 0.407 ... Validation loss: 0.670[ 0.42315962 0.64114534 0.43718086 0.65462384 0.53477683] [ 0.49878791 0.57222488 0.36750467 0.50426906 0.37152931] [ 0.46733921 0.55981763 0.49625966 0.73051109 0.53144649] [ 0.49963796 0.5407595 0.49059637 0.57250635 0.46861002] [ 0.4310189 0.67289165 0.4996464 0.60863713 0.40892441] [ 0.60118921 0.59750735 0.42559294 0.49088134 0.39478668] [ 0.63067829 0.42130911 0.67547418 0.64385464 0.43183637] [ 0.58879037 0.64755015 0.30124441 0.5995056 0.48416765] [ 0.73079487 0.53470709 0.50028434 0.36997088 0.33629406] [ 0.69109346 0.46812053 0.62983058 0.70370078 0.42614393] [ 0.66461762 0.39949266 0.44924154 0.28137371 0.43815832] [ 0.90211429 0.31410389 0.55708136 0.10369701 0.30828479] [ 0.39563269 0.58082111 0.40400093 0.63302171 0.3843331 ] [ 0.3108866 0.54329083 0.60140884 0.77438158 0.69041311] [ 0.72952988 0.49269916 0.56726369 0.2951272 0.42294818] [ 0.50714396 0.63050483 0.38473475 0.59616717 0.46437746] [ 0.58859618 0.65194582 0.46173399 0.57974913 0.4573779 ] [ 0.49160295 0.45938996 0.6963287 0.67609822 0.5332039 ] [ 0.35750078 0.66961558 0.4588991 0.65742845 0.49482254] [ 0.52674512 0.52775305 0.50176958 0.49630402 0.43555474] [ 0.34144371 0.63854226 0.50383732 0.63041372 0.52804572] [ 0.42666093 0.44872731 0.56715854 0.61075175 0.54878126] [ 0.68759202 0.63891208 0.36631555 0.63899275 0.40512174] [ 0.32280458 0.64105704 0.46562539 0.53181883 0.57469159] [ 0.64372237 0.53151147 0.54346744 0.47811553 0.3720264 ] [ 0.81191439 0.35691337 0.38662103 0.32423666 0.33714231] [ 0.68201114 0.55768882 0.48253387 0.30915667 0.40663774] [ 0.4041276 0.52205006 0.47953247 0.56039578 0.41015002] [ 0.35350298 0.52898273 0.47597898 0.57184038 0.50266648] [ 0.23179962 0.64441117 0.47964989 0.62146641 0.60971383] [ 0.76416185 0.48841118 0.52151012 0.29334601 0.50041108] [ 0.73853862 0.39525709 0.57996161 0.54740656 0.4454554 ] [ 0.13607308 0.72267888 0.31376956 0.8118052 0.62901762] [ 0.86680355 0.37205799 0.4429948 0.14220006 0.40251706] [ 0.42267016 0.43269492 0.56818638 0.7033507 0.52562535] [ 0.70309328 0.42393298 0.42515335 0.33570399 0.53707613] [ 0.51331134 0.31379656 0.50007049 0.43239395 0.53122595] [ 0.35961564 0.63460335 0.30872737 0.82864603 0.49606023] [ 0.50012791 0.57456201 0.45011106 0.5551732 0.52242094] [ 0.70145446 0.37151924 0.65125379 0.23479921 0.45411581] [ 0.71202666 0.428627 0.49932421 0.42253681 0.44863597] [ 0.42590381 0.55420442 0.50028638 0.45199881 0.44958016] [ 0.45311229 0.55797372 0.47628758 0.70759348 0.43137445] [ 0.70653491 0.5222825 0.49610194 0.35445802 0.42402895] [ 0.38401695 0.58988742 0.44594287 0.50266732 0.44733702] [ 0.75592923 0.61595348 0.33009637 0.51184954 0.33565715] [ 0.78462852 0.5474324 0.48265491 0.53947848 0.38327609] [ 0.65510767 0.48499253 0.53729743 0.32055383 0.4659692 ] [ 0.46178863 0.44998351 0.51680867 0.60941862 0.65980841] [ 0.52042396 0.5253108 0.52901919 0.57025903 0.31858779] [ 0.59843167 0.46761424 0.57161153 0.50247031 0.36441465] [ 0.72322508 0.46639101 0.6006345 0.34943835 0.37123139] [ 0.49430067 0.63029454 0.42751931 0.49906365 0.3689701 ] [ 0.65534562 0.44845902 0.54423301 0.54865789 0.34089002] [ 0.39793279 0.6947028 0.31590716 0.78018462 0.45924067] [ 0.69131649 0.53711656 0.51348255 0.29739669 0.37899085] [ 0.73141663 0.50875129 0.69009518 0.48851256 0.37578958] [ 0.44976286 0.5941392 0.44529604 0.67784793 0.6155495 ] [ 0.53411678 0.4605835 0.54314363 0.5523591 0.50756582] [ 0.70851575 0.64874172 0.51561894 0.43388503 0.40623026] [ 0.47278851 0.42619795 0.53696736 0.7583871 0.4502149 ] [ 0.54687179 0.40234006 0.66810016 0.47944015 0.41702911] [ 0.49830769 0.46671783 0.48287355 0.70910327 0.48849326] [ 0.45643541 0.44433131 0.40468425 0.76832298 0.55316812] [ 0.3943719 0.69081961 0.53157336 0.75375862 0.65474542] [ 0.42283873 0.57155143 0.48120209 0.69840113 0.53067134] [ 0.38554319 0.64810997 0.36510489 0.41597559 0.43512307] [ 0.3520306 0.70062324 0.33167719 0.68448938 0.52868893] [ 0.56015449 0.47040061 0.28940202 0.44998645 0.37608372] [ 0.61720112 0.33363863 0.61806025 0.57813132 0.44322869] [ 0.7177742 0.35834637 0.73067757 0.45207861 0.34932752] [ 0.81357566 0.45136233 0.4252911 0.29920726 0.44700036] [ 0.72825641 0.60004356 0.41340054 0.40034188 0.34181909] [ 0.58339324 0.48980153 0.5711777 0.57167319 0.42815599] [ 0.25482817 0.72757999 0.3942994 0.84093114 0.53935448] [ 0.48812956 0.48753265 0.48659721 0.42063073 0.42302785] [ 0.79663868 0.53295376 0.52997528 0.52479489 0.32453008] [ 0.72652473 0.46676271 0.51905294 0.36436103 0.47215367] [ 0.50598476 0.65546306 0.45601554 0.60859748 0.48014249] [ 0.73187649 0.34284347 0.57817534 0.3307166 0.35110592] [ 0.3838822 0.65150926 0.32839257 0.65515573 0.46561354] [ 0.81385042 0.45404972 0.37189419 0.43227245 0.51866201] [ 0.66418767 0.50516101 0.3777841 0.53264967 0.39752636] [ 0.79677521 0.60158018 0.55153238 0.39765026 0.40381866] [ 0.58759543 0.6098169 0.47538423 0.54211785 0.43179298] [ 0.34631791 0.60664538 0.4390836 0.78233347 0.3600204 ] [ 0.40251887 0.66696827 0.40916719 0.60575991 0.55255181] [ 0.41184453 0.62258177 0.45268847 0.58344781 0.48640451] [ 0.79159567 0.45672487 0.47753758 0.28661406 0.39961448] [ 0.25065478 0.66873271 0.43135221 0.60068719 0.49654537] [ 0.52090198 0.58580716 0.33036859 0.45201645 0.46765042] [ 0.80096842 0.41142223 0.54430538 0.2451326 0.45217164] [ 0.39702029 0.5967602 0.39270464 0.45630843 0.48090813] [ 0.79376847 0.32967588 0.48300423 0.24907744 0.32240451] [ 0.75142873 0.29431237 0.60562343 0.22310179 0.4431872 ] [ 0.21837418 0.63803421 0.51717039 0.79497948 0.43049451] [ 0.35937798 0.61124127 0.35460321 0.60476413 0.38511256] [ 0.55362644 0.56218512 0.50681632 0.36388291 0.45337467] [ 0.6448627 0.43337524 0.61139994 0.29556796 0.53180695] [ 0.34452666 0.49415982 0.50009798 0.70687232 0.63210973] [ 0.28900859 0.66241013 0.38529035 0.7407759 0.62871625] [ 0.28276461 0.5856857 0.44341383 0.8470361 0.67777732] [ 0.66118766 0.60855471 0.3494715 0.45585842 0.41364756] [ 0.63869608 0.54203593 0.43248341 0.54479441 0.37126777] [ 0.62029324 0.5421238 0.52406834 0.26642559 0.38246676] [ 0.60178343 0.47173479 0.37574853 0.47670244 0.40593891] [ 0.42514501 0.6208406 0.43431683 0.56740638 0.43937054] [ 0.69199155 0.49554977 0.57585096 0.24574222 0.57096136] [ 0.6270176 0.46946235 0.49681212 0.61440305 0.43786765] [ 0.79809045 0.4307839 0.62270794 0.18247355 0.45607686] [ 0.86830066 0.44246175 0.50418104 0.26761499 0.27949806] [ 0.39111073 0.76289897 0.29350315 0.75307843 0.45787887] [ 0.48439149 0.53616886 0.49093108 0.49939844 0.43814276] [ 0.65897484 0.49753109 0.55532114 0.57471465 0.50642083] [ 0.58751151 0.36030809 0.48768949 0.66608793 0.40681856] [ 0.60747762 0.43252202 0.54627224 0.34040547 0.40497105] [ 0.63177236 0.61245286 0.37083651 0.57832759 0.47865351] [ 0.33730888 0.45932684 0.39711203 0.77982156 0.43778139] [ 0.40038866 0.55216709 0.53892199 0.85539204 0.59467532] [ 0.79235752 0.33363212 0.58168184 0.35849175 0.43455866] [ 0.44877048 0.52453611 0.5199901 0.5419688 0.49345761] [ 0.60774929 0.48738382 0.49397781 0.50370977 0.48336454] [ 0.64385734 0.5576581 0.44774181 0.34459102 0.42967534] [ 0.6663022 0.42418817 0.65176317 0.3449476 0.5038054 ] [ 0.70199851 0.66332876 0.27750705 0.43486624 0.40114514] [ 0.37913392 0.60432884 0.35088407 0.56969043 0.39023803] [ 0.66151291 0.51020376 0.36078341 0.51069362 0.44869988] [ 0.60673879 0.47908604 0.41828322 0.60978998 0.36882535] Progress: 61.8% ... Training loss: 0.407 ... Validation loss: 0.670[ 0.65858518 0.33444572 0.63464905 0.28864719 0.35200805] [ 0.70491285 0.52371449 0.48564121 0.29474813 0.30539772] [ 0.61447501 0.43817934 0.64255821 0.60905839 0.53455816] [ 0.41062343 0.49959235 0.47699353 0.53833469 0.58937218] [ 0.73239225 0.45764841 0.44968187 0.27498811 0.34740073] [ 0.71061866 0.42396865 0.38068796 0.39653182 0.57653577] [ 0.66771937 0.43789945 0.4856314 0.47266175 0.36993595] [ 0.36455374 0.69513202 0.33099076 0.81744278 0.46901244] [ 0.27986378 0.66887702 0.35741204 0.70901397 0.63632376] [ 0.55523224 0.51852736 0.40569404 0.56703683 0.48610419] [ 0.67626565 0.49197315 0.48933438 0.70155836 0.38622437] [ 0.57261576 0.46801656 0.42747094 0.43325624 0.34255342] [ 0.82096254 0.46707348 0.49269955 0.32548678 0.37357544] [ 0.63251097 0.5658345 0.39319072 0.37996037 0.5552786 ] [ 0.63197777 0.43460725 0.51625594 0.27602139 0.50073437] [ 0.20140495 0.59082896 0.51629963 0.80378367 0.65625697] [ 0.47137298 0.5526778 0.41606414 0.6085577 0.54631283] [ 0.72618907 0.43555692 0.59039362 0.39222312 0.49616927] [ 0.806845 0.36495363 0.52646454 0.37210368 0.45672418] [ 0.38999866 0.69391157 0.49543959 0.5771343 0.54837388] [ 0.59234238 0.60318144 0.40071097 0.69146113 0.50073038] [ 0.49134831 0.65823142 0.42029829 0.51593426 0.58362329] [ 0.52200128 0.48294186 0.41871555 0.70061552 0.40633541] [ 0.78194197 0.51110311 0.44088456 0.26210266 0.31321658] [ 0.33348944 0.67903568 0.31470004 0.58240077 0.46823116] [ 0.74545077 0.54283619 0.57027942 0.52568294 0.39354065] [ 0.74680023 0.43791783 0.48954812 0.27040303 0.33995224] [ 0.48144064 0.54574812 0.34758823 0.46943948 0.40688899] [ 0.56772972 0.59994392 0.39782846 0.57150033 0.35184469] [ 0.59699737 0.52150045 0.51509412 0.49615798 0.44936335] [ 0.3567528 0.58715138 0.45062231 0.68188413 0.62562084] [ 0.5833732 0.35885879 0.60285536 0.70028573 0.50769115] [ 0.53431109 0.53958825 0.45680399 0.73518462 0.51207744] [ 0.64165371 0.64033455 0.5080758 0.37712424 0.40576061] [ 0.64850654 0.36150501 0.44716319 0.56646816 0.40504052] [ 0.36477431 0.65973931 0.43944119 0.68205156 0.62240968] [ 0.60324386 0.53847502 0.50787037 0.41701723 0.4690435 ] [ 0.30558114 0.55142547 0.39800129 0.67095371 0.46799268] [ 0.57450326 0.54344195 0.56940581 0.57523881 0.41513625] [ 0.58856698 0.50043976 0.54417788 0.42099295 0.65899827] [ 0.57233244 0.51677329 0.41745781 0.61892106 0.29514155] [ 0.84944896 0.3952167 0.50871392 0.12970688 0.37974559] [ 0.6311987 0.31248551 0.5492226 0.48366848 0.45043098] [ 0.27041567 0.6748624 0.37161519 0.71127796 0.44092056] [ 0.73156696 0.46427906 0.39265626 0.64082884 0.30644944] [ 0.51242683 0.62513361 0.37754387 0.61117946 0.5088368 ] [ 0.3463634 0.60241081 0.38226308 0.67220263 0.42350181] [ 0.68903174 0.48161507 0.43656266 0.57452532 0.31812325] [ 0.58402556 0.54301628 0.49406262 0.35367068 0.33561203] [ 0.43629744 0.53670394 0.52259712 0.6053135 0.41119246] [ 0.18051517 0.67264842 0.39169307 0.85136912 0.43644851] [ 0.62616333 0.62861517 0.40545901 0.40575794 0.34924288] [ 0.57656056 0.42958167 0.46887494 0.45621074 0.39958618] [ 0.74875029 0.61299268 0.52694989 0.41954302 0.43296541] [ 0.68079744 0.36649348 0.50084151 0.51399982 0.31143829] [ 0.71420529 0.61511529 0.50042146 0.5076693 0.40824936] [ 0.72010407 0.42252349 0.49823307 0.37427985 0.36898458] [ 0.27600966 0.60454824 0.42451608 0.84048485 0.57779821] [ 0.83019779 0.48660291 0.50591174 0.29714636 0.38634288] [ 0.6530345 0.39472082 0.45829296 0.57885958 0.36745754] [ 0.63846005 0.52380913 0.46413428 0.27183813 0.48598525] [ 0.70293475 0.48610743 0.54255626 0.43683597 0.43882889] [ 0.56079893 0.53303758 0.58095978 0.61198428 0.41726866] [ 0.40495589 0.58132085 0.55322327 0.85838358 0.62310663] [ 0.49621823 0.60336936 0.54440046 0.47223953 0.51739385] [ 0.52271593 0.4667831 0.46513983 0.6744776 0.54317253] [ 0.84526265 0.51284463 0.52926776 0.35295487 0.36909976] [ 0.76506776 0.34351379 0.60398202 0.54196016 0.2912318 ] [ 0.42896352 0.4872209 0.55558231 0.77124093 0.51146649] [ 0.43390303 0.55628001 0.50616412 0.79703299 0.55188937] [ 0.59551036 0.53598334 0.4391934 0.37107091 0.34393648] [ 0.47691501 0.51247575 0.49983564 0.58567412 0.41184609] [ 0.71678085 0.55591783 0.41046683 0.3347635 0.3826107 ] [ 0.78737474 0.41874189 0.4049344 0.20049261 0.31809093] [ 0.86660539 0.48066303 0.4615257 0.19546899 0.39160532] [ 0.56194413 0.52565517 0.45439548 0.50706777 0.42443366] [ 0.50388205 0.53701827 0.36726991 0.42410741 0.39947778] [ 0.29743578 0.67581605 0.39091561 0.72077063 0.51131944] [ 0.45264074 0.56615435 0.51708789 0.66336553 0.41266356] [ 0.52296244 0.6066789 0.52888201 0.54732993 0.62073886] [ 0.5803781 0.44805776 0.45874382 0.45011442 0.29020659] [ 0.41169658 0.53484374 0.32586347 0.67166543 0.62840884] [ 0.69074252 0.49568489 0.55940226 0.37754796 0.38788244] [ 0.66067915 0.36404815 0.4167784 0.41879263 0.35931722] [ 0.68243251 0.49927974 0.42833233 0.51492624 0.42972948] [ 0.53488004 0.48204182 0.39736793 0.40679917 0.51020663] [ 0.37267914 0.5866415 0.45317676 0.58038343 0.39089552] [ 0.862781 0.35183378 0.54085502 0.1531123 0.37715948] [ 0.61580868 0.55088598 0.33235276 0.58325765 0.4201732 ] [ 0.56315961 0.51519277 0.47695421 0.49951469 0.36352186] [ 0.57755913 0.53344127 0.41207537 0.42341515 0.51800793] [ 0.67360465 0.44774808 0.36711439 0.29988401 0.35334686] [ 0.7396222 0.41707406 0.52986433 0.45040931 0.36669069] [ 0.48071956 0.49693976 0.39670579 0.42214796 0.42588906] [ 0.40314935 0.71913652 0.3213438 0.6144461 0.40972073] [ 0.78639021 0.36365482 0.59823547 0.18327325 0.45017601] [ 0.69013152 0.46559635 0.4996695 0.20657179 0.44767602] [ 0.32131461 0.53927686 0.44663525 0.6492241 0.62179005] [ 0.59908246 0.42737947 0.58559301 0.57745859 0.42383044] [ 0.31075066 0.6593162 0.42269883 0.79177022 0.56632158] [ 0.49553608 0.52015124 0.41202421 0.4750199 0.53178355] [ 0.53566696 0.3521399 0.5068631 0.36059992 0.72200007] [ 0.54339978 0.582241 0.31440258 0.36238779 0.29764354] [ 0.54468172 0.49966333 0.60748886 0.66735843 0.60779953] [ 0.55688393 0.48924987 0.58987834 0.50281233 0.57466207] [ 0.25817718 0.53112668 0.30281099 0.81849821 0.58633981] [ 0.75586074 0.61599954 0.35503953 0.48857134 0.4336964 ] [ 0.59499924 0.36486276 0.39614837 0.29957142 0.49064584] [ 0.71852545 0.47791297 0.40940436 0.39197573 0.48048148] [ 0.86504204 0.38598175 0.41388715 0.28408655 0.37907103] [ 0.52309522 0.50945453 0.58434077 0.43873618 0.47027677] [ 0.3705889 0.65344183 0.3089553 0.71451083 0.56647748] [ 0.58992581 0.46286129 0.46043754 0.51364779 0.41054313] [ 0.3601341 0.49915665 0.51532161 0.53786706 0.6628766 ] [ 0.87332157 0.39055403 0.47338644 0.14370225 0.38161838] [ 0.48974345 0.5543773 0.43944584 0.5454862 0.48939751] [ 0.53169674 0.6336419 0.52217224 0.49131553 0.47119078] [ 0.43390303 0.55628001 0.50616412 0.79703299 0.55188937] [ 0.79873019 0.46334194 0.59169137 0.3811246 0.36712664] [ 0.78230215 0.52596684 0.52568375 0.35598518 0.53233324] [ 0.39801506 0.60495534 0.52665451 0.59173731 0.53268553] [ 0.67112981 0.48274004 0.52907603 0.49779592 0.44071956] [ 0.55826465 0.62666937 0.24810001 0.58737948 0.36751383] [ 0.75084604 0.34296519 0.52145508 0.6315497 0.44598735] [ 0.62106045 0.52370076 0.42454526 0.42687492 0.4453709 ] [ 0.56438865 0.42769761 0.59631244 0.40201593 0.42067419] [ 0.29788767 0.58677845 0.37795439 0.66373859 0.61261857] [ 0.65801719 0.54319221 0.37412111 0.33739522 0.38072711] Progress: 61.8% ... Training loss: 0.407 ... Validation loss: 0.670[ 0.60091028 0.52674052 0.45388501 0.72586814 0.36524803] [ 0.59444077 0.3652107 0.39601798 0.29980057 0.49075521] [ 0.7395335 0.53737761 0.49294404 0.32277883 0.39853905] [ 0.67844782 0.35175325 0.54015264 0.43480833 0.31632109] [ 0.81163555 0.41791264 0.55880804 0.24414315 0.44068406] [ 0.440986 0.57593234 0.3650307 0.65451215 0.48641615] [ 0.81316481 0.4546496 0.37164507 0.43287379 0.51893382] [ 0.45608424 0.42551715 0.53282634 0.5420522 0.49686752] [ 0.71346577 0.4916131 0.46918003 0.34296086 0.40002409] [ 0.63531449 0.47990628 0.58449089 0.54336741 0.47875443] [ 0.63645083 0.59115653 0.54256711 0.52012795 0.44398459] [ 0.60208816 0.48755673 0.51082039 0.36052986 0.37894327] [ 0.56174985 0.47194315 0.43507169 0.20698721 0.42649938] [ 0.57777731 0.43448125 0.47618039 0.68530077 0.3999296 ] [ 0.37849998 0.60465895 0.35074774 0.56996345 0.39041076] [ 0.62977146 0.41709494 0.35889335 0.36229451 0.2946844 ] [ 0.3873346 0.47233504 0.45690567 0.63358335 0.42428417] [ 0.50590741 0.47712549 0.59291627 0.6970164 0.34283847] [ 0.52329283 0.56901254 0.49152053 0.49603682 0.5005882 ] [ 0.49929003 0.53233272 0.38205312 0.5942803 0.52515899] [ 0.77479778 0.50606415 0.59953127 0.35363511 0.42156406] [ 0.56760408 0.46776465 0.47987851 0.59149831 0.44616785] [ 0.3480298 0.69189999 0.50904009 0.62305729 0.44035574] [ 0.29276985 0.57324377 0.39957646 0.82069745 0.49559352] [ 0.62310955 0.46859114 0.43304814 0.55430952 0.5171561 ] [ 0.57689802 0.55302557 0.53109834 0.62940312 0.41949948] [ 0.53300439 0.52321016 0.42590554 0.56488917 0.57477726] [ 0.28564743 0.53574017 0.34717756 0.89571324 0.44338059] [ 0.70726365 0.58597884 0.41644368 0.54215221 0.40373908] [ 0.58087178 0.57813923 0.53880251 0.52084294 0.3446626 ] [ 0.50524006 0.54822505 0.41184383 0.51769171 0.27277337] [ 0.49207927 0.61518179 0.55622644 0.48716316 0.52931914] [ 0.34762468 0.59733548 0.50557555 0.67893482 0.49398286] [ 0.74723875 0.55085747 0.42231371 0.35684486 0.50947839] [ 0.56956812 0.51346778 0.52756929 0.70303116 0.39651686] [ 0.47111011 0.51482607 0.52869981 0.4754901 0.54580039] [ 0.50973203 0.5179981 0.65368017 0.66757849 0.56557676] [ 0.43640154 0.41972879 0.55513392 0.3617929 0.52509199] [ 0.67614519 0.4532197 0.47633557 0.49301257 0.53329085] [ 0.67956944 0.63556948 0.43568128 0.50410056 0.46248233] [ 0.60620502 0.51815256 0.58399848 0.59477981 0.34013383] [ 0.6771334 0.42815962 0.46354092 0.48209734 0.4414869 ] [ 0.738178 0.64462368 0.50442306 0.4187679 0.4964441 ] [ 0.86836858 0.38637144 0.58186589 0.17342224 0.4428198 ] [ 0.52524512 0.40751532 0.59113069 0.63931018 0.48081145] [ 0.28118783 0.56820282 0.55768432 0.75233992 0.60315007] [ 0.61775746 0.48267169 0.62676227 0.52051579 0.54074627] [ 0.53298662 0.48477106 0.56485779 0.58900791 0.44960295] [ 0.37215214 0.54898142 0.48933991 0.52025367 0.62813891] [ 0.46700421 0.44952865 0.62463204 0.64133829 0.51907029] [ 0.54916754 0.53550024 0.53637998 0.32249858 0.63453386] [ 0.64133488 0.41017551 0.59018665 0.31386031 0.57638546] [ 0.54665434 0.69677646 0.44933787 0.54939584 0.51992256] [ 0.54986217 0.51795468 0.46858379 0.46685877 0.4451697 ] [ 0.52927607 0.62893694 0.48522401 0.70395905 0.5739402 ] [ 0.44585157 0.57096885 0.36010371 0.35453823 0.51515343] [ 0.67164131 0.39013927 0.52414534 0.26684659 0.52268413] [ 0.62382354 0.41220671 0.48768775 0.65487084 0.42990579] [ 0.84919856 0.57357234 0.3899545 0.53046591 0.37626167] [ 0.40081505 0.47125488 0.49016246 0.59089712 0.59410643] [ 0.22957791 0.49770192 0.37967555 0.79311066 0.58717609] [ 0.71077585 0.26347889 0.54375016 0.39316664 0.43665554] [ 0.65063272 0.45875138 0.48117678 0.33652263 0.4410656 ] [ 0.35847583 0.44105462 0.40118724 0.44316454 0.72684729] [ 0.84489121 0.60525026 0.54466903 0.39883775 0.38406597] [ 0.24653419 0.54005493 0.48336692 0.70040543 0.63144711] [ 0.58753892 0.49001972 0.38358134 0.55689927 0.33190389] [ 0.52549142 0.4862205 0.47553333 0.39939545 0.63133157] [ 0.31485623 0.74179565 0.29104662 0.71130787 0.51750685] [ 0.32262308 0.54766016 0.4071005 0.63851545 0.44729195] [ 0.52241562 0.47904629 0.41380472 0.43887419 0.40106144] [ 0.20345855 0.63691922 0.46040472 0.77981907 0.43774967] [ 0.72543472 0.42603718 0.4827208 0.19622092 0.3795822 ] [ 0.55125831 0.54610885 0.3296036 0.57700492 0.56965559] [ 0.2591862 0.58309594 0.54732196 0.5793556 0.51959993] [ 0.30265596 0.69706648 0.38879782 0.62404241 0.53874547] [ 0.54993772 0.54980729 0.48105927 0.45865685 0.55105598] [ 0.3308057 0.60690664 0.45967023 0.82013746 0.46065779] [ 0.64037412 0.47965306 0.52774896 0.65878449 0.35080467] [ 0.50674378 0.53958293 0.48671878 0.64489514 0.44360873] [ 0.55991084 0.48784588 0.33147913 0.40221801 0.4539981 ] [ 0.19826877 0.76895254 0.34473319 0.83449381 0.54100246] [ 0.71200893 0.34176716 0.5825175 0.25070944 0.45399806] [ 0.47931969 0.50017289 0.48330162 0.51191659 0.62482172] [ 0.5796987 0.52983161 0.40051197 0.38808842 0.49548192] [ 0.60406265 0.50454591 0.37195026 0.41829807 0.49242498] [ 0.40682186 0.62713553 0.40219514 0.69475518 0.58354019] [ 0.81634975 0.39283173 0.44413918 0.15742401 0.2644122 ] [ 0.46131712 0.70697155 0.33050109 0.65862332 0.30305418] [ 0.6610461 0.3074587 0.47214004 0.59254606 0.29777884] [ 0.62778578 0.41700453 0.45583875 0.44886786 0.44095429] [ 0.55197531 0.59808935 0.39118489 0.39964941 0.38584174] [ 0.52517459 0.43018185 0.46689876 0.66314514 0.54561295] [ 0.73668285 0.53206908 0.34122256 0.52978521 0.42407647] [ 0.43187286 0.57303655 0.26199679 0.57822814 0.51440493] [ 0.51597912 0.61953917 0.3731203 0.33127004 0.38901356] [ 0.56915669 0.6334415 0.43490325 0.60532844 0.42980209] [ 0.68897387 0.45513232 0.57070117 0.56747074 0.44436187] [ 0.53360448 0.55681585 0.49681385 0.65248322 0.58003018] [ 0.47806098 0.55522541 0.43016502 0.42181446 0.43732142] [ 0.46210024 0.52234753 0.49260352 0.81065595 0.50953817] [ 0.64514848 0.41142011 0.5010072 0.32807938 0.37488505] [ 0.80018489 0.47308989 0.49333154 0.20091201 0.25047792] [ 0.35517544 0.55731823 0.52678753 0.70201668 0.6629458 ] [ 0.56339949 0.46487987 0.50032773 0.62752721 0.42105579] [ 0.6934668 0.49605925 0.41650381 0.62122406 0.43553684] [ 0.46361059 0.60426913 0.55106 0.60403656 0.4809085 ] [ 0.46025056 0.58199603 0.42514152 0.52472977 0.50139731] [ 0.70869294 0.56012689 0.41580052 0.43643225 0.33934045] [ 0.58258121 0.45373394 0.56492892 0.37805316 0.35860139] [ 0.20732761 0.6244022 0.41441316 0.8397431 0.46551493] [ 0.79105441 0.38082976 0.51336218 0.24174128 0.38811767] [ 0.71768177 0.51223702 0.45741019 0.3393601 0.45195155] [ 0.59928538 0.62180732 0.6142881 0.45190433 0.41814121] [ 0.56859636 0.57080101 0.46731697 0.35934537 0.45161621] [ 0.48308123 0.60177158 0.32143355 0.64961807 0.26653411] [ 0.37016663 0.70543449 0.41515212 0.68237808 0.58587023] [ 0.33699972 0.66580523 0.49312936 0.50180522 0.66021619] [ 0.4582529 0.49542059 0.6029579 0.74317903 0.56375222] [ 0.3529286 0.53012865 0.44079169 0.73687539 0.40691424] [ 0.53018177 0.54235416 0.49410104 0.57768206 0.48457716] [ 0.8427236 0.39188528 0.56319782 0.20379242 0.37761155] [ 0.80878657 0.47062487 0.44686675 0.40266515 0.36409144] [ 0.20923705 0.69891829 0.30302331 0.74553242 0.61205162] [ 0.80904595 0.4796137 0.57449061 0.36914244 0.31426909] [ 0.66694515 0.41345761 0.40348302 0.52008085 0.42534884] [ 0.65889072 0.49754612 0.55532603 0.57459066 0.50643123] [ 0.27524549 0.57588062 0.40913023 0.81263692 0.571243 ] Progress: 61.9% ... Training loss: 0.407 ... Validation loss: 0.670[ 0.54872092 0.61494517 0.3470399 0.65669937 0.44126495] [ 0.75313337 0.4704925 0.59198301 0.31274473 0.52899136] [ 0.5098859 0.54339446 0.53034669 0.40909572 0.55395932] [ 0.58794907 0.45773745 0.39808757 0.31263767 0.35160501] [ 0.40585253 0.58109874 0.42336144 0.66504368 0.38555686] [ 0.55312657 0.51131806 0.4529315 0.41876754 0.5095165 ] [ 0.30746263 0.56595966 0.27967714 0.85203337 0.58019888] [ 0.66384532 0.44870344 0.49980759 0.56855674 0.46527299] [ 0.48056658 0.38707551 0.47927529 0.81493974 0.54026721] [ 0.73233691 0.46085487 0.47371079 0.27094142 0.39647086] [ 0.71521153 0.38348302 0.5140711 0.40536105 0.39302916] [ 0.4552723 0.59096784 0.45595381 0.76500626 0.50245886] [ 0.75105232 0.52231499 0.50151809 0.38376213 0.478969 ] [ 0.44345245 0.50289119 0.55954998 0.41681066 0.56980832] [ 0.5624165 0.57330083 0.57356146 0.44987481 0.35060545] [ 0.34203273 0.63563189 0.36725144 0.86588738 0.54151835] [ 0.75542622 0.35652495 0.62673377 0.48832015 0.42908878] [ 0.75133884 0.42571924 0.50733501 0.51206114 0.36169271] [ 0.70247329 0.56810514 0.35003394 0.55158698 0.35038625] [ 0.69275496 0.32812571 0.47449219 0.39485157 0.40206546] [ 0.52808994 0.39764068 0.54041238 0.65562403 0.44476871] [ 0.71123708 0.39585526 0.68131869 0.50543944 0.41342264] [ 0.71643766 0.45469157 0.65044022 0.33044674 0.48480145] [ 0.25975955 0.77414819 0.25620769 0.76133707 0.5069121 ] [ 0.30947584 0.64305895 0.54617182 0.78360501 0.59142287] [ 0.51251403 0.45796662 0.50442783 0.37144799 0.5445021 ] [ 0.33176585 0.73323824 0.33025639 0.79461261 0.42905542] [ 0.80008756 0.4761999 0.57363714 0.29951014 0.47212364] [ 0.78677555 0.53222976 0.43843343 0.31899111 0.32501125] [ 0.67560754 0.36414177 0.63667872 0.29269136 0.50873516] [ 0.52765457 0.52751705 0.50181823 0.49570945 0.43555625] [ 0.51151353 0.52812856 0.51207481 0.72407154 0.43662319] [ 0.29348529 0.59777917 0.46821781 0.75643534 0.44655981] [ 0.66479164 0.62585121 0.36620077 0.53625484 0.42844165] [ 0.39007488 0.45738089 0.37980616 0.62199101 0.46289044] [ 0.76688036 0.44841623 0.54300087 0.65162007 0.35815306] [ 0.72132912 0.36935781 0.55812283 0.29643583 0.38076121] [ 0.7673062 0.37066752 0.69558191 0.43837864 0.42941782] [ 0.50495858 0.63014671 0.34148885 0.62569325 0.38055399] [ 0.37122911 0.65134702 0.40773485 0.54648655 0.41484413] [ 0.39391594 0.66107738 0.36765053 0.67622483 0.4209558 ] [ 0.65415934 0.59431659 0.43322922 0.6229262 0.37331219] [ 0.46980557 0.65904023 0.51492677 0.69062582 0.54406832] [ 0.54504017 0.59892523 0.57934453 0.60778739 0.59761359] [ 0.54061147 0.61488537 0.44476041 0.64138952 0.46229606] [ 0.86873747 0.33926665 0.6097508 0.16545501 0.41718689] [ 0.66571333 0.44044588 0.38260887 0.49303619 0.41496096] [ 0.63256868 0.67106492 0.43470811 0.46619969 0.45485401] [ 0.6508616 0.61570511 0.32557673 0.70511835 0.57004815] [ 0.3096673 0.64138533 0.55314856 0.69892664 0.62543824] [ 0.47942572 0.61319316 0.49297994 0.63147505 0.43568014] [ 0.4785144 0.49197577 0.51223679 0.65297847 0.32886894] [ 0.70527564 0.48965126 0.47790843 0.34768745 0.41080523] [ 0.35210982 0.6866575 0.40287686 0.68147596 0.4283844 ] [ 0.59802797 0.39627049 0.51780073 0.27046005 0.47972492] [ 0.50291013 0.51367124 0.53555575 0.51172455 0.49189325] [ 0.25520131 0.61105996 0.50844555 0.63075368 0.53950935] [ 0.38350588 0.70457167 0.41952978 0.67242683 0.5122326 ] [ 0.71639083 0.54228268 0.46952128 0.32263101 0.34351473] [ 0.74913033 0.53282328 0.57996594 0.42472468 0.49322786] [ 0.70707692 0.49125085 0.63242658 0.38778482 0.45354896] [ 0.43895244 0.51429716 0.63886439 0.72804489 0.61060816] [ 0.30931861 0.57550373 0.34990237 0.51047559 0.49622195] [ 0.65521089 0.54201647 0.46381558 0.37535765 0.41145828] [ 0.66089812 0.41188847 0.43152703 0.22001015 0.32915559] [ 0.6717394 0.46922686 0.30531438 0.23370427 0.28123719] [ 0.80825432 0.36446659 0.54505083 0.22186345 0.43420794] [ 0.48407782 0.52238553 0.44511126 0.67157167 0.54991582] [ 0.72494253 0.38586335 0.50185429 0.23755849 0.36243549] [ 0.68370675 0.43924895 0.56783985 0.41414006 0.36677809] [ 0.8459258 0.55214515 0.45995049 0.38641258 0.36295077] [ 0.73850444 0.38773297 0.60356786 0.40291301 0.39961625] [ 0.3991774 0.61063973 0.5281181 0.64622505 0.63742781] [ 0.66506357 0.44103496 0.58037098 0.36771731 0.40171855] [ 0.27434381 0.49777295 0.44139168 0.83111609 0.57837661] [ 0.84509539 0.34873794 0.53900965 0.30035212 0.36668999] [ 0.67776778 0.52507324 0.68013819 0.51549673 0.4297694 ] [ 0.73313287 0.42304831 0.68641638 0.20811171 0.42506352] [ 0.42945977 0.48284817 0.56375979 0.51326632 0.56445773] [ 0.44149531 0.59348919 0.50430615 0.59869976 0.61414761] [ 0.82938318 0.48739583 0.5055714 0.29773844 0.38666309] [ 0.80051827 0.50074956 0.55526004 0.45971042 0.33846465] [ 0.32523803 0.54346975 0.55034495 0.66530712 0.69232092] [ 0.27017859 0.72480013 0.2998287 0.62598872 0.42175482] [ 0.52788293 0.43685418 0.57779596 0.67256088 0.52170886] [ 0.30619048 0.55113546 0.3981075 0.67056282 0.46794344] [ 0.7970332 0.40393799 0.42660068 0.28587105 0.38123739] [ 0.2175944 0.577751 0.48281231 0.81304217 0.58761627] [ 0.37896909 0.48184237 0.48903408 0.52967279 0.59559093] [ 0.34987195 0.68191635 0.28900434 0.7170703 0.50210739] [ 0.22935681 0.59077107 0.53869404 0.63479763 0.66064923] [ 0.63654603 0.46876507 0.61147835 0.70261226 0.42496697] [ 0.45475335 0.58140473 0.32484979 0.6661742 0.46809481] [ 0.63356885 0.26318479 0.59801874 0.437397 0.47588346] [ 0.24661025 0.5473082 0.55492058 0.78794128 0.65767116] [ 0.44884434 0.43209043 0.54724307 0.40131404 0.48301288] [ 0.7953229 0.40167445 0.47135836 0.30755367 0.36916077] [ 0.72833628 0.37054718 0.70925138 0.43418762 0.35419822] [ 0.56264959 0.50553411 0.50968151 0.73434593 0.37721165] [ 0.6330779 0.47884713 0.41927388 0.56293614 0.34898456] [ 0.70222283 0.34563444 0.62145864 0.55049171 0.37161793] [ 0.44169302 0.5820843 0.47106265 0.50109845 0.56863721] [ 0.43168593 0.59800672 0.50749648 0.77632921 0.47449651] [ 0.44555944 0.50426745 0.45389944 0.74309556 0.5422166 ] [ 0.57144778 0.41486671 0.69959897 0.66218947 0.45453368] [ 0.21537597 0.68003241 0.30847186 0.74927467 0.55681258] [ 0.55242854 0.63112829 0.44427259 0.38929811 0.57681339] [ 0.47175498 0.43465831 0.60015555 0.3362496 0.61954786] [ 0.67957661 0.44071039 0.41680039 0.4073398 0.37192796] [ 0.70142755 0.46319741 0.46956861 0.4010781 0.35211174] [ 0.55701934 0.52407394 0.45546695 0.54864614 0.37567485] [ 0.49805088 0.61312086 0.29700424 0.62883744 0.40525081] [ 0.52901808 0.50939001 0.46597982 0.50521394 0.42899595] [ 0.73638805 0.37873539 0.65307921 0.27918079 0.50735466] [ 0.42781235 0.64017109 0.47225725 0.54365845 0.51154727] [ 0.85828784 0.56452741 0.50216888 0.31808617 0.40750912] [ 0.66919142 0.44487717 0.58678218 0.28886999 0.54582206] [ 0.32385072 0.58586958 0.59463785 0.75194067 0.52485972] [ 0.42677697 0.58910281 0.46358449 0.6341037 0.44007442] [ 0.50582344 0.61211158 0.43664144 0.3275058 0.3610606 ] [ 0.78218009 0.40416453 0.47981001 0.34321818 0.43330426] [ 0.71663775 0.48275228 0.47200032 0.17579934 0.48056289] [ 0.71065093 0.41339201 0.58670041 0.45641427 0.48035587] [ 0.40376902 0.57140587 0.43226027 0.59293358 0.4115802 ] [ 0.57929207 0.5199834 0.53651802 0.66128645 0.36895356] [ 0.56342363 0.47150639 0.4837297 0.79924751 0.49891445] [ 0.73352238 0.54032809 0.47376417 0.43056992 0.44080252] [ 0.43548794 0.6529323 0.50772077 0.66829375 0.48513764] Progress: 61.9% ... Training loss: 0.406 ... Validation loss: 0.669[ 0.31653502 0.53145123 0.50413729 0.77866346 0.64189921] [ 0.66488779 0.38077153 0.6637735 0.42401965 0.37940949] [ 0.41773433 0.6582103 0.46968776 0.70580857 0.47199257] [ 0.58249398 0.5228796 0.52079155 0.30911756 0.55177104] [ 0.79291977 0.48051785 0.55025216 0.36588794 0.39552178] [ 0.73003448 0.53511352 0.50012727 0.3701734 0.33640476] [ 0.78451801 0.4545172 0.54168412 0.21582696 0.55855713] [ 0.43576475 0.65146882 0.4517393 0.38479693 0.44713145] [ 0.64273914 0.55854982 0.36556742 0.31122795 0.34118003] [ 0.79912835 0.34054562 0.48292606 0.28227918 0.38292111] [ 0.72295393 0.52272705 0.39469074 0.26114495 0.36956306] [ 0.32265334 0.46211507 0.5718039 0.63300718 0.54022613] [ 0.66852434 0.49473378 0.57485392 0.32734028 0.43200654] [ 0.42016246 0.5262757 0.61027549 0.71953592 0.56091606] [ 0.37170714 0.60862932 0.37715359 0.56888788 0.35112584] [ 0.70581193 0.50154299 0.52955842 0.25141814 0.43284065] [ 0.25290846 0.66772531 0.35602096 0.63312675 0.42605269] [ 0.58687633 0.52498364 0.41277447 0.35310826 0.32220808] [ 0.64148942 0.59446791 0.52563454 0.44824421 0.3864742 ] [ 0.86826487 0.3144027 0.54931612 0.09992153 0.27188792] [ 0.63760374 0.49808604 0.38709688 0.37199731 0.27921488] [ 0.37629708 0.53439794 0.52611927 0.70926887 0.54667007] [ 0.47454223 0.52670908 0.52714222 0.78161611 0.57672744] [ 0.61583068 0.50958637 0.52666393 0.69784097 0.48763025] [ 0.35536842 0.52901785 0.44119632 0.73578749 0.4065628 ] [ 0.63650368 0.43281698 0.6809044 0.43514898 0.48656679] [ 0.66685326 0.39605138 0.42869177 0.29917019 0.39480701] [ 0.44164509 0.57026464 0.49038777 0.67476878 0.48421733] [ 0.29724152 0.52625557 0.58667672 0.78373337 0.63061856] [ 0.31729189 0.66812423 0.35329324 0.69969438 0.46252637] [ 0.79666365 0.35529645 0.48173175 0.26643066 0.55560565] [ 0.29551768 0.70719162 0.36442934 0.80878918 0.56891194] [ 0.80974057 0.28058524 0.5806622 0.25513596 0.48407679] [ 0.40498208 0.59251871 0.35589334 0.62825649 0.40671926] [ 0.19006342 0.54376259 0.56899936 0.61841775 0.64497162] [ 0.66294672 0.3066564 0.47250395 0.59128084 0.29751282] [ 0.49125863 0.39334526 0.54809623 0.34915996 0.50416283] [ 0.61019185 0.52849974 0.41282222 0.56564181 0.36035175] [ 0.64847579 0.39911873 0.48799969 0.2555004 0.48515446] [ 0.59995361 0.4910285 0.66688648 0.41152702 0.45789055] [ 0.4991255 0.61001993 0.32845303 0.50385481 0.45190368] [ 0.20465685 0.6114153 0.30539783 0.78935131 0.59957766] [ 0.38833178 0.45012913 0.46863388 0.65517384 0.62770319] [ 0.66448054 0.41539893 0.41466002 0.39215359 0.40246867] [ 0.66858835 0.45998956 0.59731117 0.35780951 0.38950587] [ 0.514924 0.54971023 0.37202093 0.4059964 0.41900337] [ 0.33697222 0.65187501 0.47293015 0.81004477 0.62212607] [ 0.39799769 0.54054309 0.56946686 0.7065373 0.41579435] [ 0.45797032 0.55863671 0.32157327 0.51482155 0.47843762] [ 0.69312724 0.50407232 0.43560044 0.44656017 0.44251016] [ 0.49838742 0.41630942 0.34709919 0.39067004 0.46844317] [ 0.38241389 0.64372714 0.45236681 0.6406814 0.53127857] [ 0.38554717 0.71822904 0.40875888 0.59399217 0.54657466] [ 0.53208669 0.58663268 0.39738826 0.40332705 0.44490671] [ 0.44185981 0.54748098 0.52780848 0.76076552 0.5504776 ] [ 0.65096979 0.50880003 0.48294109 0.41042657 0.35397902] [ 0.68457118 0.37832513 0.56935047 0.12516528 0.51852808] [ 0.29935088 0.7410421 0.29131606 0.77127464 0.52694239] [ 0.60049492 0.61783302 0.33426652 0.51392219 0.35599433] [ 0.63888863 0.44383537 0.46810034 0.55129377 0.45538258] [ 0.53747082 0.64691447 0.46413966 0.68255246 0.33590042] [ 0.31490311 0.54587233 0.52158002 0.74461756 0.40841223] [ 0.52195264 0.52662282 0.47585171 0.59621294 0.58725416] [ 0.76030283 0.46360653 0.3491209 0.21831276 0.33109313] [ 0.75708671 0.40150401 0.50347328 0.45277538 0.40126766] [ 0.18009146 0.70853657 0.36091807 0.87228293 0.65322404] [ 0.7094122 0.5551493 0.56461237 0.58076727 0.42713987] [ 0.78157186 0.40922371 0.52554282 0.5376892 0.34184438] [ 0.31682034 0.72942215 0.42926447 0.73714684 0.43894224] [ 0.64264653 0.47859555 0.52814332 0.65750125 0.35050309] [ 0.35178622 0.56940895 0.51810457 0.59790886 0.61002765] [ 0.39873115 0.58979833 0.40237178 0.67353564 0.42098986] [ 0.55159773 0.5014 0.56543389 0.35770242 0.5288827 ] [ 0.72895607 0.42887685 0.35141406 0.39918813 0.40481812] [ 0.64172746 0.58874687 0.54698634 0.59661032 0.46229545] [ 0.77587827 0.50542156 0.59976889 0.35288406 0.42132848] [ 0.68502078 0.48447675 0.4512592 0.5728434 0.26887927] [ 0.76338695 0.39009266 0.61739332 0.38660988 0.39891666] [ 0.23038141 0.6891245 0.3009665 0.80915898 0.48008462] [ 0.37321754 0.59766881 0.44660878 0.58944246 0.45132253] [ 0.29469782 0.59445932 0.345244 0.63555135 0.54830151] [ 0.44415699 0.5016869 0.51625649 0.52888087 0.50421237] [ 0.44602262 0.50638315 0.64201589 0.48383173 0.50660853] [ 0.23685117 0.48762617 0.40288106 0.82289524 0.62666432] [ 0.59190213 0.49851143 0.68295605 0.6070014 0.48125673] [ 0.70194994 0.44785063 0.42507799 0.43083172 0.50727513] [ 0.34842609 0.55294772 0.624822 0.70036707 0.55500411] [ 0.64184053 0.52552008 0.54725966 0.2520985 0.45086257] [ 0.67896837 0.56291248 0.45999214 0.42961853 0.38956151] [ 0.48941383 0.44541715 0.42413275 0.53288385 0.45436505] [ 0.53951331 0.52566013 0.44970255 0.60968789 0.59155591] [ 0.51849386 0.44470698 0.45445736 0.42265739 0.3896535 ] [ 0.50659356 0.54760393 0.41207262 0.51684423 0.27262131] [ 0.27127744 0.58867428 0.3789807 0.80941118 0.54614229] [ 0.71064891 0.31285774 0.60984614 0.23941356 0.37490288] [ 0.55088353 0.60584135 0.47181163 0.45376607 0.50849273] [ 0.58397902 0.6578884 0.32083024 0.4827617 0.39917868] [ 0.6989557 0.45116539 0.53164014 0.39442669 0.37370647] [ 0.54381826 0.57389478 0.3390848 0.42759667 0.40658237] [ 0.77486395 0.47655323 0.50056166 0.39773892 0.4027988 ] [ 0.71255895 0.61577817 0.45336586 0.42764665 0.49836091] [ 0.77500727 0.47107391 0.38410173 0.35506374 0.30667651] [ 0.54249232 0.61610732 0.4575797 0.29838784 0.40676981] [ 0.60890422 0.60267944 0.34943345 0.40290383 0.35206149] [ 0.68397923 0.54395763 0.42090731 0.50837365 0.39792252] [ 0.72437083 0.45423139 0.56470749 0.41577583 0.41665969] [ 0.51903397 0.61424011 0.52496275 0.33107396 0.5029072 ] [ 0.76064324 0.31407086 0.42522851 0.36525458 0.45651116] [ 0.47085313 0.51942659 0.49168777 0.60625376 0.65981821] [ 0.38417363 0.68063523 0.29322933 0.71327555 0.59228279] [ 0.74082134 0.53577488 0.37141068 0.41898362 0.35722095] [ 0.5072642 0.56494511 0.32365891 0.45028357 0.42404078] [ 0.51938981 0.58249892 0.59146452 0.57988895 0.44092723] [ 0.54106952 0.46661123 0.57734145 0.30282426 0.5160989 ] [ 0.4689373 0.60242033 0.52419835 0.63291405 0.50645118] [ 0.35851971 0.50842514 0.39646372 0.73877257 0.47323695] [ 0.72408232 0.44308157 0.53349645 0.56165527 0.45110302] [ 0.82175523 0.48049536 0.5683051 0.14262107 0.43635544] [ 0.69475221 0.46879729 0.46470331 0.49394094 0.46514455] [ 0.38803251 0.61541243 0.40392952 0.50388372 0.41705298] [ 0.57912926 0.50040445 0.51237409 0.40346969 0.34776309] [ 0.51829577 0.37069419 0.68964922 0.47492566 0.52738211] [ 0.39236263 0.63618567 0.45663177 0.59317692 0.43752895] [ 0.80647163 0.3585991 0.35134594 0.22773367 0.3847339 ] [ 0.45342092 0.52367352 0.4499835 0.73150496 0.32461154] [ 0.25566975 0.61082547 0.50852845 0.63052079 0.5394185 ] [ 0.26958752 0.51567698 0.43907233 0.70790675 0.54138442] [ 0.41954937 0.39334927 0.52470119 0.75000447 0.58433825] Progress: 62.0% ... Training loss: 0.406 ... Validation loss: 0.669[ 0.43046596 0.59174493 0.4501187 0.47981266 0.41597737] [ 0.60129432 0.60400115 0.45582108 0.52589853 0.32692227] [ 0.56497392 0.3949219 0.50657979 0.48596987 0.62344768] [ 0.72609886 0.43608098 0.57668713 0.25746626 0.37184264] [ 0.84641814 0.39892741 0.64927894 0.16313204 0.3906701 ] [ 0.69338922 0.51722322 0.62184892 0.40501632 0.46515756] [ 0.33574081 0.70168191 0.38776869 0.65417098 0.58697562] [ 0.59405049 0.6020146 0.36031563 0.36847075 0.37675228] [ 0.65118041 0.50224951 0.5746765 0.33392222 0.50480181] [ 0.78921906 0.34975549 0.40014915 0.31070131 0.34682466] [ 0.42041471 0.61104577 0.43431692 0.51850062 0.46935914] [ 0.74812387 0.31635178 0.65335185 0.34584076 0.39781536] [ 0.34122924 0.53336601 0.47440647 0.76407105 0.41387843] [ 0.80230485 0.36837208 0.52698914 0.15544785 0.38732232] [ 0.55600805 0.52176049 0.51908774 0.70655287 0.46977628] [ 0.45947772 0.39788241 0.52828175 0.75109938 0.58042153] [ 0.60347627 0.55877926 0.39027045 0.36249711 0.30032484] [ 0.54020863 0.50569645 0.36757138 0.46261001 0.38838635] [ 0.53995236 0.5257189 0.28458535 0.47757328 0.50489266] [ 0.74223587 0.36687371 0.52372872 0.31054885 0.46808953] [ 0.67310222 0.41850465 0.67762067 0.49376668 0.45385307] [ 0.68277423 0.52769247 0.44434617 0.38511628 0.50017316] [ 0.7238536 0.51834052 0.52634657 0.19612872 0.43002992] [ 0.81105207 0.54199919 0.52928104 0.33867278 0.4136755 ] [ 0.83074383 0.32735192 0.5961754 0.17468823 0.38493105] [ 0.77838493 0.36597864 0.49610614 0.21046861 0.37834853] [ 0.53080345 0.62829974 0.48545867 0.70308348 0.57382546] [ 0.65173201 0.44101073 0.43303427 0.50752807 0.34072288] [ 0.55056531 0.57780416 0.36252282 0.37781513 0.37918281] [ 0.61942031 0.47745814 0.39690047 0.40627243 0.47207303] [ 0.80049083 0.50078741 0.55523958 0.45950405 0.33851659] [ 0.70962629 0.32850837 0.64413312 0.55227015 0.46693072] [ 0.51835599 0.44481168 0.45441188 0.42269124 0.38969897] [ 0.65448213 0.56105243 0.38411584 0.40793854 0.44102112] [ 0.5792295 0.41174284 0.61710332 0.62722894 0.34152335] [ 0.60762276 0.55547163 0.43633055 0.51650787 0.52296776] [ 0.42791401 0.49870429 0.49246912 0.55643466 0.47355885] [ 0.75422883 0.47649801 0.50445968 0.15834152 0.40187025] [ 0.81596529 0.41719617 0.61772243 0.25076632 0.45256496] [ 0.33969485 0.47306296 0.51669565 0.70390006 0.50744192] [ 0.70592921 0.4893013 0.47803024 0.34722673 0.41068661] [ 0.79650119 0.44942427 0.47347683 0.43583836 0.40115471] [ 0.68130903 0.4926238 0.53055157 0.43665354 0.50711069] [ 0.17966605 0.67478204 0.37769681 0.87987707 0.51657511] [ 0.68361616 0.40332794 0.44727649 0.49405897 0.30433709] [ 0.36921069 0.61680762 0.30429064 0.75160692 0.4153341 ] [ 0.53970494 0.54240941 0.38220307 0.58983725 0.52582994] [ 0.76405003 0.39639451 0.4902681 0.55652318 0.43606123] [ 0.71148359 0.41295645 0.5868544 0.45581812 0.4802213 ] [ 0.37473546 0.5821019 0.36723941 0.61562964 0.44695067] [ 0.63369517 0.43229779 0.46229697 0.33417632 0.49927657] [ 0.78488307 0.39093259 0.66124827 0.18992619 0.44264348] [ 0.82398848 0.42210921 0.4876263 0.27878861 0.42038019] [ 0.57614332 0.43755117 0.54345678 0.53142618 0.41067336] [ 0.66463144 0.49049488 0.40830953 0.55779652 0.3430859 ] [ 0.6160906 0.47453324 0.49372677 0.55946975 0.41387363] [ 0.47277148 0.52434033 0.52250182 0.62606489 0.4696086 ] [ 0.27424136 0.67231329 0.3262999 0.84231178 0.58648322] [ 0.49453055 0.69393443 0.44927654 0.5535599 0.39059739] [ 0.57984949 0.60111945 0.49170077 0.47474097 0.39249187] [ 0.678845 0.56913756 0.28380451 0.60877092 0.29341159] [ 0.73619176 0.47563464 0.30127889 0.34646954 0.33151089] [ 0.66206142 0.52838409 0.55440153 0.3187775 0.48162707] [ 0.77222854 0.43086907 0.53494613 0.36937843 0.35030955] [ 0.62354976 0.5942299 0.45498524 0.3832488 0.38056474] [ 0.78040537 0.47294866 0.57789506 0.31668946 0.48142095] [ 0.31417183 0.62864271 0.42230618 0.78809745 0.43878704] [ 0.50932589 0.53208631 0.50471152 0.63970823 0.44816998] [ 0.46844049 0.5720614 0.41634204 0.70643477 0.32063746] [ 0.3382986 0.66993102 0.50649338 0.57080386 0.40294052] [ 0.59030802 0.43694882 0.44905698 0.34876701 0.38902791] [ 0.51008562 0.48624683 0.4723256 0.47085652 0.40701011] [ 0.40170348 0.52181569 0.5448603 0.72130109 0.53970322] [ 0.38527425 0.51418325 0.49260956 0.57123638 0.58531136] [ 0.41049814 0.47405686 0.48377764 0.53436842 0.47300695] [ 0.46392318 0.6042641 0.44790413 0.66959544 0.4615305 ] [ 0.45453248 0.463346 0.46353125 0.79298976 0.51267966] [ 0.5584613 0.59285345 0.51473742 0.42701851 0.4430872 ] [ 0.74410013 0.4610752 0.43912216 0.41346785 0.4576497 ] [ 0.3622046 0.54156902 0.52594932 0.52575219 0.56058178] [ 0.46205606 0.5988294 0.55668021 0.60361381 0.38070418] [ 0.32708357 0.69026178 0.32662691 0.79723933 0.47197196] [ 0.81533801 0.49921601 0.55606097 0.27091874 0.40898661] [ 0.51844497 0.53428328 0.54540702 0.61347401 0.55407353] [ 0.68254781 0.53469834 0.47319686 0.75273829 0.50887206] [ 0.71393723 0.50768895 0.4939697 0.53738623 0.44415994] [ 0.61845626 0.545639 0.52144567 0.5507261 0.55022312] [ 0.73984896 0.36982986 0.45835806 0.38234174 0.3016771 ] [ 0.48902229 0.51082862 0.52516731 0.38899611 0.49012168] [ 0.55264803 0.65549425 0.51460917 0.61051656 0.39098134] [ 0.31765172 0.66620572 0.56127171 0.66942138 0.47937175] [ 0.40455333 0.45432791 0.55298454 0.70501603 0.59447917] [ 0.43730409 0.66131633 0.41430917 0.74059228 0.58080575] [ 0.45831443 0.34255606 0.47329692 0.5003862 0.43631545] [ 0.46395009 0.52654221 0.47579484 0.58000068 0.60684694] [ 0.44030069 0.40475057 0.64261629 0.66885547 0.57998087] [ 0.55166828 0.44062975 0.67848715 0.50577772 0.44728437] [ 0.70909817 0.41211755 0.54315701 0.47799976 0.41770494] [ 0.35611269 0.58754075 0.45044478 0.68208957 0.62588241] [ 0.30709136 0.67666253 0.3010913 0.76388681 0.46278585] [ 0.16817624 0.56884719 0.38910561 0.89287798 0.52244837] [ 0.7765164 0.39042671 0.52942049 0.2354858 0.44750218] [ 0.77792871 0.46905732 0.61794481 0.41910727 0.38086279] [ 0.40282885 0.51879775 0.52997004 0.6328755 0.53859108] [ 0.53050522 0.3965053 0.54084534 0.65443415 0.44439953] [ 0.740126 0.42420281 0.56069009 0.18892908 0.41365978] [ 0.56068807 0.58648212 0.39555217 0.56558209 0.49216152] [ 0.57340142 0.5199187 0.5564945 0.48998985 0.3854773 ] [ 0.51748043 0.53957884 0.30365498 0.39563007 0.3381555 ] [ 0.60654856 0.51573421 0.47791719 0.28171055 0.30031229] [ 0.80051117 0.40503518 0.49894951 0.23721756 0.40818617] [ 0.69864465 0.41281285 0.41592274 0.15908347 0.34083383] [ 0.25088337 0.61782377 0.44858305 0.86056196 0.56943023] [ 0.64352115 0.40078563 0.65269727 0.53278376 0.47962419] [ 0.68700588 0.29965607 0.65684292 0.57411885 0.4391408 ] [ 0.4349558 0.6389431 0.41101687 0.4301332 0.47351298] [ 0.69607569 0.51184872 0.47403947 0.34117685 0.37183809] [ 0.30172784 0.68805938 0.3696362 0.79349417 0.5521119 ] [ 0.46777941 0.55901606 0.39230349 0.66481771 0.41117245] [ 0.64777593 0.47114229 0.63033015 0.63220952 0.41255483] [ 0.51695374 0.60190371 0.48364146 0.68959709 0.37437088] [ 0.48410994 0.49491815 0.56317754 0.48111613 0.51530899] [ 0.60184916 0.46206044 0.6070627 0.57947451 0.34645683] [ 0.83661917 0.4424806 0.50293064 0.16819039 0.45832975] [ 0.4545067 0.71398768 0.28147248 0.59431659 0.47770713] [ 0.674747 0.41834343 0.57915437 0.49414278 0.28908095] [ 0.4088934 0.55630125 0.40359258 0.71952606 0.3629152 ] [ 0.56032744 0.43162033 0.58379614 0.35052708 0.52878247] Progress: 62.0% ... Training loss: 0.406 ... Validation loss: 0.670[ 0.53518114 0.48926551 0.47982889 0.52986506 0.38269378] [ 0.48866653 0.55616739 0.39505074 0.75009259 0.33120078] [ 0.60367641 0.44788497 0.48866293 0.43014652 0.60395182] [ 0.51538374 0.51458548 0.49862295 0.39983835 0.67050694] [ 0.51410638 0.67452518 0.34537508 0.57092469 0.34596024] [ 0.72083655 0.332904 0.59463176 0.53118736 0.45130223] [ 0.41334385 0.72482208 0.26575957 0.63188595 0.27439259] [ 0.50532984 0.63862535 0.29509332 0.61526039 0.47270456] [ 0.32332182 0.59334268 0.50796044 0.7764909 0.53288679] [ 0.57189495 0.52902552 0.49257465 0.56054529 0.46767428] [ 0.77197959 0.32915864 0.52762787 0.37579058 0.51886319] [ 0.4993421 0.36502896 0.57115151 0.65615123 0.47225643] [ 0.71491826 0.28398102 0.43567727 0.30628791 0.45387773] [ 0.71237615 0.58121117 0.31868471 0.51903061 0.45770207] [ 0.43787438 0.49301774 0.54656916 0.46123458 0.47978288] [ 0.44018832 0.5346765 0.51204202 0.69004388 0.63235131] [ 0.62407503 0.54892257 0.41608681 0.46338094 0.54386637] [ 0.73681002 0.334675 0.54608972 0.20487666 0.41909174] [ 0.85516673 0.4158545 0.43264729 0.33336274 0.33922468] [ 0.78845145 0.43206643 0.46302356 0.22341926 0.29151256] [ 0.60333612 0.45748555 0.55447769 0.53951338 0.40718445] [ 0.37596478 0.58150282 0.36746762 0.61481682 0.44674826] [ 0.68424715 0.43214076 0.41661311 0.3990468 0.46799086] [ 0.57802764 0.55644791 0.50708825 0.42676945 0.57352304] [ 0.49966273 0.54762088 0.51297689 0.54048721 0.44361734] [ 0.88345339 0.41100398 0.48388576 0.23445231 0.32289186] [ 0.27207852 0.60972793 0.46131857 0.66659656 0.45959431] [ 0.643911 0.47524165 0.48554413 0.44713393 0.53497221] [ 0.46339828 0.5636348 0.47864307 0.64866305 0.49247502] [ 0.49959208 0.55651052 0.42561979 0.45596983 0.44411019] [ 0.8422369 0.46779943 0.51915233 0.417931 0.37417186] [ 0.75602377 0.45343705 0.53791262 0.42818451 0.39844754] [ 0.75306086 0.39056782 0.43715112 0.16014213 0.41913339] [ 0.66330975 0.36284825 0.41729225 0.41675986 0.35895945] [ 0.590338 0.55275234 0.32490084 0.62147449 0.54572163] [ 0.61880798 0.68663477 0.41817397 0.45586371 0.32880741] [ 0.49633919 0.6379482 0.54537818 0.59644494 0.38649457] [ 0.48024974 0.59674623 0.52208012 0.78472659 0.47762401] [ 0.55117207 0.4637854 0.44927946 0.49919102 0.52495492] [ 0.26553428 0.6447838 0.30940822 0.76940078 0.64827097] [ 0.77039051 0.42028341 0.59023702 0.31535101 0.42561875] [ 0.81386402 0.51941316 0.42054957 0.30829478 0.37733224] [ 0.3982269 0.58144252 0.54668095 0.7330549 0.48147319] [ 0.28774822 0.61133135 0.42993177 0.83991759 0.54947933] [ 0.57853425 0.5993322 0.4417661 0.556782 0.42339234] [ 0.53296776 0.61187224 0.32212674 0.50771201 0.37079416] [ 0.28606263 0.59237927 0.37703629 0.86351525 0.53140181] [ 0.54635416 0.61967022 0.38817939 0.4986598 0.40986393] [ 0.70615104 0.39509661 0.55026901 0.31861004 0.59415134] [ 0.40527574 0.51583146 0.43582738 0.7606209 0.46583684] [ 0.4615129 0.48345599 0.48080429 0.48665209 0.56838656] [ 0.72220914 0.41525632 0.37238371 0.36939299 0.49615373] [ 0.57259587 0.56321179 0.39775524 0.61458382 0.36725333] [ 0.55184174 0.5496626 0.35247972 0.56528026 0.54654528] [ 0.67229017 0.34054857 0.58971564 0.45094146 0.47434912] [ 0.37064641 0.64196425 0.27869097 0.70637913 0.50064038] [ 0.86387451 0.46538635 0.41849832 0.3670987 0.36565573] [ 0.63722025 0.46723094 0.38274184 0.55447435 0.34173726] [ 0.18365934 0.70259352 0.40570073 0.79423755 0.623127 ] [ 0.87973814 0.33903485 0.40107133 0.22530346 0.37430995] [ 0.43972811 0.58899639 0.34789168 0.56017986 0.47818384] [ 0.80322136 0.51299736 0.50430776 0.35195868 0.46036611] [ 0.55321561 0.49824718 0.57922029 0.50407273 0.4010665 ] [ 0.77268628 0.36124038 0.57924192 0.22958922 0.42449258] [ 0.65045487 0.65143494 0.34630507 0.54515313 0.42447146] [ 0.75312317 0.33551949 0.63720074 0.19932043 0.42667196] [ 0.74748003 0.41670093 0.50980904 0.21731743 0.59425475] [ 0.54094389 0.53478573 0.40666043 0.40773783 0.59536761] [ 0.41975837 0.56312965 0.46979673 0.50304924 0.66519595] [ 0.45397886 0.527437 0.60839954 0.68383182 0.42159674] [ 0.62407503 0.54892257 0.41608681 0.46338094 0.54386637] [ 0.49636819 0.5875671 0.29785274 0.87086181 0.37240961] [ 0.65347655 0.54309315 0.49051665 0.42117851 0.31443068] [ 0.25118638 0.54548738 0.37536862 0.86629358 0.46781594] [ 0.64269301 0.50058247 0.55471568 0.46169223 0.56072174] [ 0.54964468 0.47208527 0.60557129 0.58556372 0.35236551] [ 0.75820379 0.43421602 0.58454818 0.22424879 0.37422573] [ 0.52462392 0.56763213 0.49813278 0.30567341 0.50697685] [ 0.6862141 0.33433279 0.53065417 0.38007616 0.43205474] [ 0.57989188 0.55638887 0.35853245 0.4086511 0.40361349] [ 0.40137472 0.5641864 0.34599339 0.42814682 0.53607996] [ 0.37650333 0.5583401 0.42701658 0.78054811 0.4369502 ] [ 0.65124633 0.4365871 0.4500177 0.54198055 0.2957504 ] [ 0.74220362 0.36834981 0.55602005 0.26157091 0.35114652] [ 0.41626911 0.46764008 0.60055063 0.58604997 0.5507126 ] [ 0.53642128 0.46987809 0.47278932 0.40406908 0.4092537 ] [ 0.6997211 0.45820627 0.53930589 0.42351795 0.51387036] [ 0.43677117 0.65080292 0.54634715 0.52551057 0.41969109] [ 0.62630405 0.65114456 0.57811996 0.52496965 0.50681836] [ 0.5763737 0.60838916 0.49986129 0.47707784 0.49166199] [ 0.84833299 0.44414865 0.48481361 0.20128014 0.41920525] [ 0.29772453 0.58520339 0.36056428 0.77149446 0.50602677] [ 0.59541466 0.42160362 0.54977839 0.67954005 0.48402662] [ 0.61127226 0.49190665 0.49626615 0.39597663 0.43456946] [ 0.53368602 0.62065636 0.34579893 0.55926394 0.4005374 ] [ 0.33700429 0.65183783 0.47293419 0.80987522 0.62219298] [ 0.61769298 0.55730209 0.4848666 0.32830233 0.44616974] [ 0.54068901 0.45638173 0.53187712 0.68968949 0.48458845] [ 0.30541678 0.68175333 0.4287281 0.68234758 0.51238016] [ 0.34127844 0.71235034 0.42759615 0.6684677 0.60379504] [ 0.60410656 0.50369797 0.46870102 0.65232063 0.47814973] [ 0.26094292 0.67675926 0.38478061 0.88671823 0.60542896] [ 0.47172501 0.58476057 0.47276472 0.47266066 0.50633747] [ 0.56570064 0.44340161 0.55490299 0.66313052 0.5015655 ] [ 0.7514256 0.46949527 0.55425339 0.33477376 0.40873874] [ 0.75266799 0.29383913 0.60586704 0.22247185 0.44287258] [ 0.73570254 0.50316673 0.57850645 0.36491068 0.47917223] [ 0.74104175 0.56105508 0.47518746 0.21601631 0.39168159] [ 0.80896353 0.34871067 0.50833709 0.21446619 0.47016334] [ 0.69106744 0.36384376 0.48496005 0.32344383 0.43981533] [ 0.54619704 0.46619696 0.43820516 0.76470867 0.41257234] [ 0.80116724 0.39980747 0.45276326 0.35341674 0.42588217] [ 0.44570741 0.48995268 0.49510484 0.57214694 0.57784807] [ 0.7228217 0.40249581 0.5970595 0.35925252 0.4287613 ] [ 0.63279526 0.30355362 0.53267051 0.46864511 0.50088916] [ 0.54516193 0.44284157 0.68797617 0.56300465 0.35264882] [ 0.55483847 0.43127276 0.35001549 0.43058572 0.36054289] [ 0.46123486 0.72586082 0.33275207 0.60448644 0.53384569] [ 0.49003009 0.54636916 0.49609913 0.44280945 0.41648846] [ 0.36607605 0.614706 0.47143247 0.74260411 0.4556003 ] [ 0.65518786 0.3989473 0.63021861 0.61125928 0.42876459] [ 0.43357897 0.51537734 0.47185824 0.56378308 0.58803052] [ 0.69320917 0.54706374 0.4521786 0.49934724 0.59780381] [ 0.26291209 0.68557952 0.30645957 0.69419636 0.54717944] [ 0.36176954 0.53098462 0.5090082 0.62292191 0.47998597] [ 0.38092435 0.56434221 0.3434329 0.76010652 0.40996922] [ 0.82792336 0.42751483 0.48329631 0.21133995 0.42535146] [ 0.68705007 0.43707434 0.69591379 0.62572776 0.43412937] Progress: 62.0% ... Training loss: 0.406 ... Validation loss: 0.668[ 0.24619369 0.70047266 0.33485964 0.66221271 0.46205551] [ 0.61748884 0.43808064 0.54549818 0.56605309 0.35334145] [ 0.5314661 0.54861723 0.56125683 0.4977341 0.53014879] [ 0.43160472 0.55200921 0.43330882 0.73468038 0.58527193] [ 0.6648196 0.49044761 0.40830502 0.55752445 0.34311511] [ 0.50995074 0.41956354 0.50940039 0.7864287 0.58303017] [ 0.64606788 0.47005068 0.42265562 0.65069845 0.33575765] [ 0.6779452 0.43982231 0.41390155 0.24697634 0.29529825] [ 0.45459484 0.53741987 0.4101791 0.76699879 0.34235051] [ 0.39823214 0.60418047 0.54141714 0.6795594 0.54046647] [ 0.73796799 0.45940612 0.51757629 0.26152908 0.29117367] [ 0.41231903 0.49706686 0.61016629 0.71515224 0.65921939] [ 0.31335966 0.61149562 0.48944064 0.77712351 0.55344426] [ 0.5996354 0.43524988 0.49712075 0.33095031 0.56656443] [ 0.43308368 0.62845177 0.36405888 0.62298173 0.54387492] [ 0.43004198 0.50033085 0.51871371 0.76682834 0.60883767] [ 0.72652737 0.34905762 0.58344803 0.58223162 0.41832864] [ 0.33982228 0.71302691 0.42728257 0.66912572 0.60408254] [ 0.61038258 0.3872805 0.48617515 0.42724201 0.45332899] [ 0.34125293 0.68827632 0.46569769 0.73952546 0.50859089] [ 0.62510651 0.50381599 0.6434839 0.48116332 0.48191266] [ 0.54663497 0.35848019 0.5316321 0.47000602 0.48808948] [ 0.74961139 0.47494432 0.50562603 0.35986984 0.28961991] [ 0.69631469 0.49612086 0.47597429 0.3230775 0.51289955] [ 0.61817667 0.46356352 0.47039433 0.48595313 0.29408423] [ 0.57985828 0.54743227 0.47041395 0.43754879 0.65588851] [ 0.66240512 0.4465851 0.61614468 0.59681046 0.41925868] [ 0.62029986 0.58960783 0.30552647 0.39537177 0.37860166] [ 0.34342156 0.67230787 0.42845393 0.62178182 0.40672902] [ 0.69164522 0.44473977 0.56989416 0.1901183 0.48583571] [ 0.64487591 0.36405718 0.52221131 0.5943618 0.4634699 ] [ 0.25308313 0.56600172 0.46919138 0.66227152 0.51999579] [ 0.55052996 0.5301822 0.4533942 0.44602506 0.43212586] [ 0.75779847 0.31617049 0.49182838 0.52170586 0.43234375] [ 0.73359359 0.5039728 0.52847288 0.15804879 0.3497794 ] [ 0.7338209 0.41636177 0.56064991 0.47095364 0.44902518] [ 0.61605506 0.57831539 0.43719468 0.5432441 0.39159874] [ 0.57251067 0.50749186 0.58287926 0.6325903 0.6194212 ] [ 0.41325352 0.5456632 0.51838628 0.50283431 0.54773331] [ 0.50842391 0.48634394 0.44982548 0.75422635 0.49433592] [ 0.69875898 0.47417933 0.51469596 0.30080962 0.39089383] [ 0.47521368 0.54213786 0.43073715 0.63543612 0.50426761] [ 0.55826203 0.35035692 0.44436401 0.38703567 0.4766063 ] [ 0.62097945 0.45007488 0.5698586 0.39851785 0.4982934 ] [ 0.56174835 0.53467472 0.50012391 0.67832637 0.42675441] [ 0.44842318 0.49826674 0.50564365 0.62893422 0.59032979] [ 0.42776465 0.46947195 0.36242652 0.68259727 0.4993035 ] [ 0.4518167 0.6328093 0.470715 0.72667786 0.60071115] [ 0.47174988 0.44232389 0.58493394 0.51632949 0.53332909] [ 0.64786451 0.49624322 0.41709135 0.33912326 0.45846867] [ 0.46083101 0.72610298 0.33265048 0.60466009 0.53395818] [ 0.41331003 0.67241064 0.33711904 0.73816387 0.38588452] [ 0.67960076 0.49623622 0.47048149 0.29835456 0.48055215] [ 0.63206025 0.43590793 0.41385472 0.18894595 0.41288288] [ 0.71546906 0.59618338 0.50427212 0.53687567 0.49573451] [ 0.63968771 0.5615365 0.39484876 0.3746394 0.38631183] [ 0.50884033 0.64996732 0.41442379 0.62650106 0.51996228] [ 0.50248565 0.44565645 0.63825658 0.31179321 0.68744638] [ 0.78196277 0.49446205 0.39401863 0.19881339 0.37020108] [ 0.73603379 0.31179958 0.61653629 0.64185654 0.35596111] [ 0.53641606 0.6407738 0.44088371 0.35391 0.5150864 ] [ 0.70592763 0.59158608 0.3765102 0.52714256 0.50974224] [ 0.29799195 0.76292913 0.37542809 0.75006829 0.47502948] [ 0.58092881 0.51920541 0.53680192 0.66004567 0.36881032] [ 0.56413716 0.56039762 0.46391584 0.36083734 0.3879013 ] [ 0.59346158 0.43068518 0.62516475 0.30955642 0.50495406] [ 0.54587786 0.6659251 0.30927646 0.40141008 0.37039902] [ 0.3479305 0.68858095 0.44776815 0.58895254 0.36081867] [ 0.47790733 0.55359941 0.52600791 0.69375426 0.5403139 ] [ 0.79903843 0.37259146 0.55338261 0.2643524 0.40866928] [ 0.64825989 0.48011453 0.4923732 0.39565973 0.42383594] [ 0.66602055 0.40154284 0.59263374 0.5747369 0.44544766] [ 0.59649943 0.62667844 0.34867743 0.22052274 0.32221279] [ 0.5851654 0.47496113 0.51684403 0.4185196 0.50946016] [ 0.59500302 0.48640044 0.42308741 0.37420485 0.49869393] [ 0.41101791 0.54512602 0.50593086 0.53036799 0.54163592] [ 0.54190567 0.65620705 0.38013298 0.4793662 0.35239813] [ 0.36554524 0.60025777 0.43909325 0.64379825 0.61635097] [ 0.74836897 0.42799248 0.5691131 0.28964027 0.35369544] [ 0.7095597 0.32858004 0.64411444 0.55200391 0.46696713] [ 0.63531362 0.63530705 0.41108243 0.62209715 0.34458057] [ 0.56597919 0.53109221 0.42915644 0.79794076 0.53098025] [ 0.62066576 0.54508472 0.44429476 0.33489857 0.32085709] [ 0.59906622 0.34384006 0.66052922 0.5920271 0.46041584] [ 0.58779204 0.45792675 0.39801332 0.31274057 0.35165405] [ 0.57665408 0.48025319 0.46803129 0.41318781 0.56644854] [ 0.51673185 0.42577039 0.47027429 0.38658794 0.53175901] [ 0.46083101 0.72610298 0.33265048 0.60466009 0.53395818] [ 0.38472606 0.6356775 0.38473685 0.62975121 0.41374705] [ 0.75021104 0.37297965 0.53147408 0.38224494 0.3592484 ] [ 0.31285865 0.5644324 0.4498455 0.77737255 0.49729564] [ 0.25780778 0.59703972 0.39553106 0.85323688 0.57154038] [ 0.69858044 0.52840109 0.48607797 0.28843049 0.38076979] [ 0.31458708 0.70849399 0.34528769 0.62046418 0.54045872] [ 0.46255061 0.63024523 0.48919434 0.55768031 0.39601343] [ 0.81200097 0.38454793 0.65225869 0.20377943 0.42021467] [ 0.48161195 0.70906957 0.414356 0.67726525 0.4866173 ] [ 0.46154433 0.48351319 0.48077867 0.48665144 0.5684147 ] [ 0.73465653 0.32455094 0.50838946 0.35886294 0.48045501] [ 0.74286865 0.44109871 0.56607573 0.4575118 0.43369225] [ 0.43464909 0.55959787 0.45268099 0.77534222 0.54127029] [ 0.62037454 0.58290191 0.59250188 0.44527098 0.47637862] [ 0.73740561 0.40414398 0.53383769 0.17795383 0.43346743] [ 0.32351009 0.64382695 0.42524736 0.5176324 0.47559705] [ 0.45183916 0.48931679 0.50989107 0.67697237 0.40773415] [ 0.31008612 0.53065053 0.38139909 0.84381449 0.55924475] [ 0.78228683 0.3856178 0.50416521 0.33665433 0.36346988] [ 0.84330832 0.39163275 0.56331672 0.20343433 0.37743977] [ 0.58253791 0.48460663 0.50417014 0.39726011 0.42475784] [ 0.53048516 0.5985075 0.59284603 0.53923698 0.4738622 ] [ 0.31579827 0.49594554 0.44586948 0.7364387 0.56752234] [ 0.77108737 0.39215157 0.48327071 0.29957013 0.37207944] [ 0.72940796 0.54567951 0.45982111 0.31840051 0.484036 ] [ 0.51577393 0.57356251 0.58017743 0.50267809 0.51356369] [ 0.41571905 0.55661059 0.42539255 0.62445371 0.43327757] [ 0.33994851 0.47978793 0.53834418 0.72627732 0.60709064] [ 0.75261481 0.34270083 0.48116912 0.22099147 0.38362544] [ 0.26191698 0.50526297 0.55305163 0.61433091 0.68391603] [ 0.3964089 0.58232962 0.54631906 0.73378949 0.4818048 ] [ 0.35868227 0.66671846 0.45706106 0.68043251 0.6892908 ] [ 0.31438955 0.74209398 0.29087862 0.71114221 0.51787095] [ 0.45488131 0.55739763 0.50362598 0.60849452 0.58836507] [ 0.69896341 0.47256034 0.587082 0.69277951 0.42828992] [ 0.59945186 0.49456162 0.4159652 0.59266086 0.36418282] [ 0.4937261 0.60536132 0.42551159 0.72973593 0.44302598] [ 0.6343905 0.41961079 0.55318573 0.36363759 0.42958878] [ 0.7776267 0.42616958 0.57735174 0.30117111 0.50020195] [ 0.716779 0.5043891 0.52647152 0.21466634 0.5583883 ] Progress: 62.1% ... Training loss: 0.406 ... Validation loss: 0.668[ 0.31176267 0.74316058 0.26812508 0.85371968 0.52266076] [ 0.77521495 0.57804667 0.45933068 0.36189027 0.48777482] [ 0.19711149 0.58072926 0.48104857 0.78430431 0.51301901] [ 0.80936865 0.28095653 0.58049122 0.25526315 0.48423482] [ 0.53161025 0.37706376 0.5120672 0.61272976 0.44356827] [ 0.34889734 0.55934932 0.3861811 0.60890175 0.46895915] [ 0.84693617 0.33502929 0.63603482 0.13942189 0.31513047] [ 0.61734951 0.4813552 0.51875793 0.57942768 0.51162123] [ 0.28945813 0.53306826 0.4055409 0.86844948 0.52605837] [ 0.53853952 0.5813762 0.4352841 0.54419122 0.53112881] [ 0.76913069 0.58098833 0.45296493 0.52449768 0.45497702] [ 0.47541828 0.50095439 0.46966001 0.54252894 0.52615544] [ 0.61338246 0.49470522 0.32243985 0.6029609 0.38213045] [ 0.56579308 0.50558909 0.58461157 0.41403696 0.59972792] [ 0.58726935 0.58566794 0.31063298 0.45935388 0.40250417] [ 0.50190045 0.61649717 0.46271717 0.61248924 0.44402671] [ 0.71986365 0.37327602 0.59596573 0.25289154 0.40733737] [ 0.53434232 0.53697273 0.38861668 0.59628971 0.44243175] [ 0.68140938 0.52857598 0.44397737 0.38595489 0.50052737] [ 0.74748399 0.45798831 0.48860976 0.22339511 0.28658587] [ 0.33801161 0.50240371 0.52494156 0.69432044 0.62266266] [ 0.38070286 0.69257739 0.29910653 0.66910486 0.56528431] [ 0.57746951 0.59119988 0.57992273 0.48657923 0.53079519] [ 0.78380786 0.37161965 0.58229149 0.5617707 0.37402755] [ 0.3764949 0.64645099 0.41136472 0.58914169 0.483894 ] [ 0.83062954 0.40527677 0.58629758 0.22024766 0.38376787] [ 0.56388088 0.46182262 0.44070614 0.5453621 0.49490526] [ 0.73057671 0.50872567 0.45361544 0.38474961 0.32550473] [ 0.71512701 0.4510792 0.56594072 0.19437249 0.50781038] [ 0.22950757 0.75870482 0.36933817 0.70820062 0.55717283] [ 0.49501091 0.56266313 0.50764919 0.44294099 0.57473652] [ 0.43795094 0.6959231 0.3489016 0.71944444 0.3731763 ] [ 0.48532489 0.54773109 0.45004882 0.64207409 0.50721939] [ 0.29198797 0.61760372 0.4525217 0.73142915 0.54355328] [ 0.3774465 0.56007268 0.40905283 0.8048186 0.39558675] [ 0.55478509 0.4916437 0.34771832 0.6922442 0.52685204] [ 0.69028369 0.43170943 0.6292641 0.42748179 0.46440584] [ 0.46237083 0.3148818 0.49739033 0.54376046 0.43296418] [ 0.23353391 0.55416958 0.46064712 0.63555263 0.44675249] [ 0.42308012 0.64134581 0.33047457 0.49546022 0.5656144 ] [ 0.81461802 0.52789251 0.47314237 0.49081415 0.37003584] [ 0.64267856 0.56841211 0.34187947 0.36890997 0.45493603] [ 0.41067203 0.55752292 0.45597241 0.70253079 0.39916371] [ 0.59793211 0.62296998 0.43336625 0.47731956 0.43144224] [ 0.40871059 0.45557713 0.33691807 0.65858896 0.5473676 ] [ 0.61385687 0.48440196 0.49819594 0.70188816 0.48035524] [ 0.43934003 0.58208262 0.38203344 0.66923496 0.38030607] [ 0.55194799 0.58617686 0.29816806 0.34298192 0.42921966] [ 0.87597343 0.37661661 0.55031535 0.22367232 0.34210326] [ 0.39415668 0.66357844 0.34642926 0.69015659 0.49214977] [ 0.5927105 0.46932896 0.55554368 0.60600247 0.45783912] [ 0.39140552 0.45678779 0.38002704 0.6208076 0.46279393] [ 0.84111496 0.37655663 0.60251857 0.28774747 0.38460062] [ 0.79040663 0.44437667 0.56910112 0.24271648 0.49960375] [ 0.61243671 0.59742658 0.39385734 0.60328675 0.36323902] [ 0.44393383 0.5291701 0.4840028 0.50337763 0.61157146] [ 0.29823 0.59963692 0.45989325 0.71943467 0.61664991] [ 0.5879934 0.64457274 0.43880089 0.64107343 0.3447854 ] [ 0.47551653 0.49597345 0.43512576 0.54726112 0.523935 ] [ 0.61389674 0.60130234 0.50933778 0.5219599 0.51220656] [ 0.50329721 0.54457748 0.5395026 0.45730499 0.57955309] [ 0.73447224 0.46110275 0.34355077 0.38389518 0.4109481 ] [ 0.50689478 0.64849438 0.41662427 0.49075535 0.53466797] [ 0.54068903 0.53909007 0.33931108 0.32536835 0.44792661] [ 0.47900115 0.55506636 0.43020049 0.42108068 0.43734859] [ 0.68101468 0.54344788 0.4268719 0.28583748 0.4003506 ] [ 0.45595379 0.52744585 0.55133334 0.47082754 0.47858137] [ 0.68151844 0.41144781 0.53938836 0.62182652 0.41075729] [ 0.33447589 0.55194941 0.52368531 0.58801085 0.61374429] [ 0.75656963 0.30391526 0.64034269 0.50197539 0.38087321] [ 0.60514497 0.55385938 0.52592576 0.39369906 0.41964602] [ 0.45680462 0.56347028 0.43615486 0.49305815 0.54075116] [ 0.34223647 0.65465642 0.43041619 0.56832363 0.40287536] [ 0.43733687 0.5746583 0.3514877 0.58967276 0.33482887] [ 0.25227446 0.50348093 0.60920089 0.7772106 0.76644951] [ 0.52124573 0.63321457 0.45736955 0.72590159 0.42527275] [ 0.49895332 0.5325951 0.49612517 0.67544016 0.47982251] [ 0.56380782 0.58200637 0.65194883 0.38275571 0.57254261] [ 0.77009995 0.41784403 0.49427804 0.24271752 0.42986789] [ 0.7398999 0.62774328 0.33887439 0.4407569 0.34707937] [ 0.66183466 0.44350583 0.62537486 0.64773234 0.44399644] [ 0.73596625 0.52836722 0.35448848 0.47145179 0.39228369] [ 0.48875932 0.59999855 0.48866078 0.62357433 0.60435185] [ 0.71960947 0.33727575 0.41292044 0.41039077 0.39694624] [ 0.47634183 0.59841315 0.50096145 0.52306807 0.51465987] [ 0.60472937 0.5321301 0.45962098 0.43649588 0.38637011] [ 0.31258939 0.58330814 0.38689901 0.61642345 0.5937208 ] [ 0.52068947 0.65166577 0.36515158 0.59601702 0.47783502] [ 0.88311115 0.41146742 0.48368924 0.23490104 0.32304316] [ 0.61827385 0.60633966 0.36690964 0.58136099 0.40096242] [ 0.77127128 0.49746167 0.52085288 0.54317975 0.38491098] [ 0.37899642 0.66093696 0.4983599 0.72330518 0.50652337] [ 0.64467581 0.49583754 0.53035726 0.33485852 0.40616632] [ 0.34722434 0.65743061 0.36020761 0.8697321 0.51710603] [ 0.68599318 0.43759374 0.69574418 0.62617294 0.43429853] [ 0.48717227 0.52293194 0.52637045 0.66803989 0.61481285] [ 0.58030265 0.56897107 0.49775703 0.43263625 0.43153243] [ 0.76107626 0.41938667 0.4518547 0.38795252 0.32619302] [ 0.62186573 0.53996033 0.41637383 0.34698915 0.49245871] [ 0.22634211 0.61028968 0.45423832 0.87179197 0.62596112] [ 0.63568768 0.52955684 0.50554855 0.42842393 0.52872243] [ 0.3911263 0.70887934 0.29518981 0.75873749 0.59644545] [ 0.3774465 0.56007268 0.40905283 0.8048186 0.39558675] [ 0.50806947 0.6722136 0.36330903 0.64187461 0.53251277] [ 0.61176885 0.44444504 0.38784928 0.55191129 0.38097904] [ 0.2630262 0.69863398 0.37847561 0.57410899 0.60360222] [ 0.61600931 0.5759543 0.50045632 0.45509315 0.40871437] [ 0.75996949 0.43468757 0.52787968 0.31303129 0.45458257] [ 0.55316706 0.54738887 0.39789323 0.42734351 0.37748798] [ 0.4030474 0.5048055 0.5941425 0.78217845 0.49056514] [ 0.70835751 0.44785563 0.43374352 0.34004416 0.44407576] [ 0.61207816 0.52332579 0.47146192 0.48279436 0.33692712] [ 0.7755817 0.40384948 0.57016803 0.37982581 0.46107394] [ 0.45823029 0.58392764 0.4112358 0.74663329 0.61062901] [ 0.75266366 0.48176207 0.35300702 0.2395153 0.37952969] [ 0.75866639 0.66882308 0.38858367 0.50882437 0.49518732] [ 0.78550727 0.36718379 0.56123518 0.29910544 0.50710819] [ 0.72695001 0.47592611 0.59022619 0.40484312 0.52254025] [ 0.69356812 0.58348301 0.41019286 0.45070385 0.31169345] [ 0.36301984 0.60852269 0.43929714 0.66467404 0.54945214] [ 0.59410868 0.58069423 0.36647827 0.43508605 0.37613303] [ 0.52663218 0.6195001 0.35453145 0.40787024 0.37503239] [ 0.45018997 0.62433074 0.33435499 0.75182033 0.66365214] [ 0.68868417 0.43737685 0.44392232 0.34951154 0.33710344] [ 0.74658501 0.41895243 0.59934804 0.58950692 0.41756068] [ 0.76926043 0.33962995 0.40012752 0.31107519 0.45308618] [ 0.60584233 0.45534446 0.56100411 0.37253043 0.5254028 ] [ 0.34085829 0.49482858 0.51763254 0.63970554 0.54192921] Progress: 62.1% ... Training loss: 0.406 ... Validation loss: 0.669[ 0.42853868 0.57252571 0.33826884 0.6594673 0.39709076] [ 0.5609493 0.42158773 0.48777709 0.65145621 0.34570828] [ 0.74424794 0.52207911 0.56409393 0.22183476 0.50732348] [ 0.54234919 0.5237355 0.45666738 0.5689374 0.48281178] [ 0.50545822 0.63552322 0.48124789 0.55589711 0.48390437] [ 0.33435268 0.63618987 0.52527544 0.54443225 0.63722085] [ 0.69520116 0.42463954 0.51382137 0.52222198 0.29579832] [ 0.24245019 0.58399149 0.40147693 0.64634137 0.46996576] [ 0.50603912 0.50186259 0.45969095 0.38570356 0.44873297] [ 0.70219852 0.4395856 0.52259114 0.3357459 0.52692404] [ 0.7023131 0.4076234 0.54382726 0.312485 0.4296764 ] [ 0.48442678 0.61743502 0.51345767 0.64995027 0.46059106] [ 0.55469104 0.51544101 0.34930463 0.56851934 0.43669605] [ 0.54473901 0.44172529 0.51234175 0.35325585 0.57888506] [ 0.73400358 0.45181376 0.58861386 0.38616839 0.40623787] [ 0.55038891 0.66162731 0.29617204 0.64716438 0.42300532] [ 0.35723279 0.59605924 0.41664267 0.74602461 0.54110807] [ 0.33360848 0.65704981 0.36878189 0.61674861 0.60885698] [ 0.47902039 0.57807288 0.40061822 0.64799543 0.47404284] [ 0.51717876 0.50160437 0.4562913 0.40522734 0.41611184] [ 0.55930532 0.59151556 0.58204288 0.56680708 0.37295174] [ 0.40388441 0.53142338 0.38991276 0.69639661 0.47406846] [ 0.4191635 0.47607211 0.41833877 0.621423 0.40516338] [ 0.82743512 0.40860253 0.56846668 0.27413788 0.45020611] [ 0.37438346 0.38515712 0.43258793 0.69548752 0.57379333] [ 0.2838928 0.57863801 0.54373046 0.69243278 0.51667886] [ 0.35611323 0.60528546 0.3853043 0.59916217 0.45683083] [ 0.30551823 0.54436069 0.4149358 0.79815968 0.51389252] [ 0.48638918 0.67896216 0.49306045 0.4690933 0.42369315] [ 0.56070548 0.63402974 0.52090438 0.58930627 0.61297108] [ 0.74131787 0.43222859 0.40039285 0.36596619 0.40585994] [ 0.54232152 0.36242184 0.53745127 0.63453127 0.55917931] [ 0.30240719 0.70191599 0.36636827 0.79162215 0.44230133] [ 0.8263884 0.3883467 0.56225552 0.1980954 0.42520723] [ 0.52725952 0.60463964 0.48542774 0.674916 0.35731732] [ 0.64375345 0.46075387 0.60736193 0.27116655 0.4201329 ] [ 0.61468859 0.53539059 0.52910492 0.19929727 0.4637243 ] [ 0.82017557 0.47768105 0.55163907 0.18303293 0.4603216 ] [ 0.58503086 0.55529833 0.44834456 0.41854664 0.50791384] [ 0.47955149 0.54725574 0.37758305 0.50670431 0.40653856] [ 0.63391215 0.49139222 0.46573033 0.47667859 0.533384 ] [ 0.36544627 0.52184273 0.5606069 0.64764132 0.61471054] [ 0.29398821 0.70845858 0.37151328 0.75079256 0.44303821] [ 0.53917596 0.53585763 0.54179372 0.77381827 0.60062388] [ 0.60131248 0.61467538 0.39709973 0.46950582 0.60782539] [ 0.81709988 0.46312671 0.55406196 0.19175146 0.46199753] [ 0.55719754 0.44738887 0.44276137 0.50731031 0.35143009] [ 0.61683619 0.55044819 0.33251366 0.58203184 0.42016356] [ 0.45528616 0.50141796 0.50204434 0.65313761 0.3642797 ] [ 0.51525868 0.50871509 0.62724458 0.44564779 0.55828618] [ 0.34885217 0.53950003 0.48555924 0.64255093 0.43305708] [ 0.42260157 0.69017734 0.47985125 0.60605643 0.3880094 ] [ 0.55141041 0.58719464 0.50187933 0.40260189 0.52644333] [ 0.70770893 0.53394844 0.42862262 0.40727317 0.39428381] [ 0.56528069 0.48157786 0.48944072 0.56601894 0.42357721] [ 0.81274624 0.48167159 0.57823758 0.39282801 0.38661075] [ 0.14802799 0.70323528 0.33161838 0.81882334 0.59308358] [ 0.50330383 0.51243192 0.50062533 0.7715484 0.55415753] [ 0.82950575 0.45484312 0.632666 0.22223984 0.46280312] [ 0.73302894 0.47743385 0.52027041 0.20175451 0.35626317] [ 0.51126393 0.43743974 0.53158904 0.36432162 0.5341298 ] [ 0.46786085 0.57884962 0.50488798 0.28600954 0.52410415] [ 0.6651876 0.42636465 0.5546344 0.64529912 0.4958344 ] [ 0.60237023 0.41952803 0.49634716 0.42650778 0.38749098] [ 0.53264967 0.54707746 0.52865067 0.37800059 0.48082948] [ 0.43469341 0.63097175 0.41347576 0.59324152 0.48249246] [ 0.34861421 0.47407192 0.46255932 0.82016803 0.71748862] [ 0.46232621 0.48311212 0.48091969 0.48612681 0.5683025 ] [ 0.59871523 0.47948116 0.44906709 0.50796251 0.38891235] [ 0.59850502 0.63355212 0.3401798 0.46134074 0.36917863] [ 0.54779251 0.69638347 0.44947322 0.54845963 0.51990779] [ 0.59990447 0.3633401 0.4772621 0.29744208 0.41678204] [ 0.51212011 0.63494564 0.28464798 0.59506167 0.4165054 ] [ 0.61318575 0.63668654 0.44515673 0.55680406 0.42399774] [ 0.76827926 0.51369323 0.52500734 0.35130787 0.34964807] [ 0.60809215 0.54587653 0.35322811 0.26249194 0.40285376] [ 0.56574726 0.4292115 0.49521312 0.47345812 0.39141918] [ 0.38566476 0.61111338 0.35246279 0.7366797 0.39241156] [ 0.74698224 0.5504487 0.48139781 0.45343595 0.26727866] [ 0.78623086 0.38427039 0.56061683 0.4282487 0.33072742] [ 0.57979618 0.59739802 0.32576829 0.49216616 0.38946506] [ 0.82229631 0.38575673 0.60943781 0.30773083 0.41922795] [ 0.47978798 0.54774627 0.4077471 0.31015575 0.50498263] [ 0.36842056 0.59447388 0.48701506 0.59459864 0.4994662 ] [ 0.31288901 0.6192496 0.39788439 0.64142843 0.43419667] [ 0.44653052 0.50401 0.50834967 0.45937898 0.48435191] [ 0.47216641 0.45182771 0.40774936 0.76745067 0.54055353] [ 0.55681009 0.55559069 0.50283846 0.48354195 0.43207407] [ 0.47711784 0.50564336 0.39924802 0.61952538 0.53640324] [ 0.65299863 0.2935653 0.66714594 0.62748856 0.4673769 ] [ 0.59180232 0.5697011 0.41134603 0.56493305 0.44779603] [ 0.42061823 0.73882921 0.33896359 0.61056451 0.44955507] [ 0.66886761 0.62253161 0.41426311 0.54144019 0.34955155] [ 0.73455067 0.31586328 0.595846 0.52545463 0.43969598] [ 0.48527174 0.55074932 0.47754458 0.49040084 0.53082805] [ 0.57208667 0.40742707 0.58256717 0.38029285 0.50199404] [ 0.71170855 0.47517188 0.52280333 0.3168883 0.39201928] [ 0.67176501 0.47913606 0.48912383 0.25741523 0.43131612] [ 0.59326672 0.43087799 0.62508701 0.3096377 0.50501921] [ 0.78929751 0.45943593 0.50502237 0.28257872 0.46190568] [ 0.34039888 0.35515314 0.52951386 0.55422138 0.62800346] [ 0.24051847 0.6858449 0.51439755 0.69703807 0.6329621 ] [ 0.69346762 0.40121217 0.50912422 0.34167622 0.46238092] [ 0.57085815 0.52564057 0.47817596 0.48077524 0.40293011] [ 0.57279841 0.49775236 0.44004106 0.48962934 0.49744702] [ 0.71097272 0.52846736 0.4494191 0.39841259 0.41546246] [ 0.42197735 0.52802224 0.54123238 0.43932975 0.53503341] [ 0.38527237 0.66677955 0.46522504 0.68266612 0.44468549] [ 0.47546746 0.4249817 0.53747806 0.75695829 0.44982376] [ 0.64261993 0.51331415 0.53943637 0.41382422 0.35565952] [ 0.72225725 0.31232711 0.44089301 0.58381651 0.39493817] [ 0.74216879 0.47288278 0.44897049 0.3410176 0.39789114] [ 0.50930655 0.6086382 0.50129089 0.39483642 0.33800028] [ 0.52942352 0.57451557 0.5789989 0.50722208 0.35647356] [ 0.84091103 0.47395752 0.61117801 0.21893134 0.38925346] [ 0.50409877 0.6832704 0.42741792 0.67080006 0.44793049] [ 0.33223036 0.60988782 0.35339261 0.86412974 0.51854446] [ 0.27805084 0.69607208 0.4256442 0.69683652 0.54723922] [ 0.62543087 0.45670418 0.48348939 0.28444125 0.47450458] [ 0.542066 0.53434007 0.406795 0.40702796 0.59524999] [ 0.69330998 0.26537314 0.54958324 0.25920396 0.40990707] [ 0.44511397 0.61556106 0.401104 0.52033253 0.35816153] [ 0.43469341 0.63097175 0.41347576 0.59324152 0.48249246] [ 0.32554703 0.67059704 0.3452157 0.64355031 0.45745367] [ 0.77343247 0.49382304 0.54442444 0.37440543 0.40372618] [ 0.63467473 0.42177773 0.54518134 0.28792631 0.41240481] [ 0.2519341 0.6801116 0.54725131 0.82207014 0.69883238] [ 0.34418643 0.72748342 0.39501256 0.63874934 0.38147561] Progress: 62.2% ... Training loss: 0.405 ... Validation loss: 0.668[ 0.40736208 0.50172147 0.5726435 0.71819706 0.56752305] [ 0.49449207 0.38940759 0.50425473 0.67430553 0.48763401] [ 0.41311619 0.5416815 0.46144694 0.72996434 0.65151097] [ 0.66121846 0.49407554 0.51217886 0.76452581 0.50093913] [ 0.45298776 0.52899624 0.47891804 0.45349612 0.40800604] [ 0.50368301 0.51583773 0.35988471 0.41061925 0.33337833] [ 0.54065492 0.46694523 0.57720153 0.30294412 0.51623072] [ 0.30601861 0.42468006 0.45424532 0.82064286 0.67365637] [ 0.32779932 0.55724169 0.41897314 0.78265346 0.57292217] [ 0.40891214 0.56686962 0.55470517 0.64461639 0.60861538] [ 0.77426679 0.43929026 0.51634923 0.50640655 0.41814178] [ 0.29832888 0.45393496 0.4711876 0.73892094 0.67608646] [ 0.44079107 0.70957341 0.43633395 0.66788219 0.45600111] [ 0.7389938 0.3751908 0.43648074 0.36226348 0.44145818] [ 0.63913509 0.56078556 0.52834662 0.43604401 0.37453684] [ 0.70637041 0.63736816 0.48135664 0.62187169 0.50354532] [ 0.61226352 0.44196556 0.4930547 0.58193028 0.46686689] [ 0.3557296 0.51964266 0.46103772 0.5964429 0.64606205] [ 0.46451267 0.38446761 0.5485267 0.71263331 0.42349205] [ 0.59082655 0.47092403 0.48089745 0.45557611 0.41009417] [ 0.5222422 0.52566859 0.39713191 0.76178739 0.29036664] [ 0.58684428 0.513615 0.49338346 0.60207218 0.50779526] [ 0.58979147 0.48109482 0.46443781 0.53804105 0.3529938 ] [ 0.319904 0.65452707 0.31976573 0.74554364 0.42504225] [ 0.66470302 0.46896465 0.43525903 0.41654969 0.59331587] [ 0.76164717 0.37012582 0.46370048 0.57508609 0.41498353] [ 0.59301206 0.43101776 0.46708719 0.74973044 0.35995712] [ 0.75687698 0.40172831 0.50339027 0.45262945 0.40135401] [ 0.52601668 0.4186378 0.5073961 0.48251273 0.33313335] [ 0.55141785 0.46111668 0.57213477 0.54794656 0.53703014] [ 0.70037625 0.49406808 0.60947 0.295638 0.44324406] [ 0.38071162 0.56445996 0.34335604 0.76000331 0.41010362] [ 0.62741353 0.48116042 0.54730837 0.37413016 0.37470934] [ 0.5495866 0.60254504 0.52930935 0.48721839 0.38849751] [ 0.61640678 0.37271902 0.51711252 0.34222474 0.3798174 ] [ 0.22759474 0.62778836 0.35828863 0.80767012 0.57708336] [ 0.59301206 0.43101776 0.46708719 0.74973044 0.35995712] [ 0.39986289 0.56273069 0.59156626 0.47712029 0.50957357] [ 0.53212205 0.52038125 0.5695009 0.37670431 0.37802339] [ 0.30399902 0.60741749 0.45835869 0.6020107 0.52665475] [ 0.38071162 0.56445996 0.34335604 0.76000331 0.41010362] [ 0.77025708 0.31160223 0.7378701 0.21828 0.46058687] [ 0.40622763 0.48118838 0.54909077 0.76236142 0.61449553] [ 0.21346787 0.61593255 0.35360799 0.82872195 0.56039081] [ 0.62883107 0.52556432 0.48082072 0.53919649 0.60043539] [ 0.67827917 0.38033388 0.66146432 0.31223555 0.37986297] [ 0.47493649 0.59310254 0.46159874 0.63222602 0.46674415] [ 0.30788673 0.56427397 0.35425755 0.76208241 0.51222262] [ 0.64167361 0.50016252 0.45800743 0.32531984 0.40003173] [ 0.25479145 0.59370965 0.29831539 0.81309114 0.47695245] [ 0.76246094 0.45162884 0.66864238 0.33555823 0.35307781] [ 0.76196301 0.39738927 0.49272827 0.29800712 0.38380425] [ 0.69021831 0.59327458 0.4356809 0.38324167 0.37511159] [ 0.62852414 0.404073 0.61402131 0.32331437 0.43255563] [ 0.34233654 0.47899256 0.49919496 0.44084199 0.61253851] [ 0.59095049 0.56506583 0.50974932 0.47923383 0.48013741] [ 0.34896608 0.63935142 0.34838608 0.66885463 0.38554014] [ 0.29425979 0.52714448 0.53537275 0.67528538 0.47714555] [ 0.62229211 0.49206661 0.56082099 0.50541564 0.33346051] [ 0.39583261 0.58912373 0.55021244 0.73594217 0.60945905] [ 0.57160012 0.59830087 0.45375727 0.44962262 0.41479098] [ 0.37065337 0.74011099 0.3416421 0.66938635 0.38377223] [ 0.71520736 0.55686358 0.58972766 0.46977142 0.43736603] [ 0.40397829 0.69613718 0.45745585 0.67060405 0.49098837] [ 0.67279774 0.58172288 0.35132497 0.34491487 0.47512354] [ 0.89786723 0.36002011 0.60349183 0.27153021 0.29063001] [ 0.35382611 0.44158046 0.41129525 0.64249087 0.47524505] [ 0.34100031 0.5997357 0.39076196 0.79381867 0.66700357] [ 0.54852424 0.5562727 0.55677688 0.71584408 0.36846061] [ 0.6303563 0.55292456 0.47212068 0.47543596 0.57266058] [ 0.69407203 0.4059133 0.59513114 0.61908362 0.41292416] [ 0.70014397 0.56112779 0.37889856 0.29073821 0.46424744] [ 0.24434657 0.56208856 0.37547908 0.59113894 0.38988215] [ 0.44675127 0.69539405 0.42072226 0.64883856 0.44276905] [ 0.42999305 0.69613608 0.25221405 0.76963232 0.53459621] [ 0.50803889 0.45189675 0.45570288 0.6255454 0.51001015] [ 0.83777124 0.35345408 0.59143688 0.1588334 0.37119438] [ 0.55518562 0.45914205 0.31376054 0.52262659 0.4834877 ] [ 0.42288848 0.60257211 0.52583733 0.68138428 0.50987163] [ 0.69419133 0.42514025 0.51360687 0.52283607 0.29597671] [ 0.54671512 0.48600579 0.45775687 0.3424729 0.48895934] [ 0.51986885 0.64957385 0.44156272 0.61382987 0.41807727] [ 0.36186485 0.57717652 0.36811369 0.55751162 0.63147082] [ 0.6667498 0.59456826 0.53001868 0.29466785 0.58921624] [ 0.74276417 0.64141477 0.46714033 0.4567388 0.56121912] [ 0.60816463 0.45387376 0.43771111 0.40518866 0.34517847] [ 0.65995218 0.505704 0.46737232 0.48462154 0.38525273] [ 0.63675129 0.59442757 0.60208716 0.42103347 0.52841106] [ 0.74127412 0.51733223 0.56123593 0.30839659 0.49102868] [ 0.72003054 0.48322392 0.52696381 0.21782426 0.47315931] [ 0.45170624 0.48935564 0.50983524 0.67682968 0.40784375] [ 0.4144365 0.57382651 0.53593528 0.44062274 0.52034755] [ 0.66773748 0.36150157 0.62755557 0.23450319 0.55257183] [ 0.47918967 0.52637389 0.4741192 0.4961177 0.6109079 ] [ 0.75380763 0.37559296 0.37117456 0.1772266 0.37747733] [ 0.73899419 0.49682245 0.41394983 0.5765298 0.51195191] [ 0.66974985 0.48260148 0.54955222 0.35721684 0.517038 ] [ 0.42332817 0.42667174 0.45577994 0.53233035 0.65430644] [ 0.84868049 0.57404035 0.38971913 0.53046702 0.37658651] [ 0.26072148 0.61746618 0.4680889 0.64368944 0.58737297] [ 0.55961378 0.57344887 0.42557694 0.43254373 0.53535804] [ 0.56168805 0.55681403 0.56474796 0.42989465 0.68013778] [ 0.57676746 0.56844841 0.60865373 0.52728113 0.59434288] [ 0.49468134 0.38953733 0.48629597 0.42029774 0.49833694] [ 0.63194943 0.40748365 0.51860601 0.22282828 0.49626025] [ 0.57114619 0.58181848 0.56604668 0.36360116 0.62868241] [ 0.68006571 0.54365983 0.35285014 0.52021477 0.45406345] [ 0.27604219 0.61097914 0.5231573 0.8257353 0.42662616] [ 0.74092329 0.47033435 0.60241425 0.27506828 0.48950674] [ 0.36791545 0.59472607 0.48690251 0.5948417 0.49959767] [ 0.70087665 0.5036955 0.46226347 0.36713851 0.36433171] [ 0.50398496 0.44494939 0.56910145 0.73306494 0.51850668] [ 0.79560208 0.35614873 0.42011767 0.28057814 0.36010594] [ 0.36665415 0.59144491 0.50695353 0.78773148 0.55665577] [ 0.72122791 0.46328825 0.39073393 0.60544299 0.43701999] [ 0.67915245 0.4018774 0.46823966 0.29211517 0.34996516] [ 0.45689565 0.51726252 0.49303588 0.49135901 0.47770446] [ 0.56813559 0.61243411 0.51609006 0.55554825 0.40670102] [ 0.45150593 0.45589964 0.55013025 0.75340825 0.5365557 ] [ 0.73162307 0.50569706 0.35980161 0.52683054 0.44180372] [ 0.60790881 0.51743194 0.31213474 0.57016789 0.39089743] [ 0.51695299 0.49356262 0.55726556 0.32507276 0.62971629] [ 0.83137207 0.39993924 0.49300427 0.42025754 0.36900323] [ 0.58753827 0.41400505 0.44898989 0.34672511 0.47230515] [ 0.47343713 0.510322 0.45435316 0.51173299 0.64922151] [ 0.19105952 0.56498367 0.42099962 0.78599457 0.60488362] [ 0.5859657 0.44366417 0.44918899 0.30322086 0.54824665] [ 0.70673165 0.57787576 0.57450757 0.48885166 0.45885733] Progress: 62.2% ... Training loss: 0.405 ... Validation loss: 0.667[ 0.51346054 0.38433302 0.55023711 0.59423033 0.4178131 ] [ 0.45348951 0.46394669 0.46327227 0.79296983 0.51300027] [ 0.7751313 0.4885903 0.58974336 0.45793591 0.39475631] [ 0.80903212 0.48479095 0.45871476 0.27577823 0.38749556] [ 0.87588937 0.37441912 0.49388524 0.26854047 0.3619882 ] [ 0.55524343 0.50622724 0.45374113 0.32706378 0.42902273] [ 0.61953445 0.66233555 0.37104669 0.54144386 0.45675398] [ 0.42798758 0.6878184 0.34756236 0.48402776 0.44188809] [ 0.41267827 0.49704016 0.61017366 0.71489228 0.6592804 ] [ 0.49794939 0.44440873 0.60190815 0.57071775 0.45305421] [ 0.49101182 0.40134279 0.51006153 0.78504031 0.55988817] [ 0.7853328 0.54831551 0.33748315 0.35215645 0.38127691] [ 0.68776873 0.62463421 0.41232913 0.41525692 0.49839928] [ 0.52708737 0.6407835 0.55693475 0.54194407 0.57891723] [ 0.19630395 0.75204006 0.39494467 0.75931082 0.44627761] [ 0.38670053 0.55430634 0.38245035 0.51419674 0.64820183] [ 0.31563466 0.54434846 0.52323821 0.50903197 0.52983645] [ 0.54832635 0.53842315 0.41418212 0.35819796 0.3236112 ] [ 0.69641903 0.59302457 0.53066641 0.4672143 0.46114577] [ 0.39827515 0.5447827 0.38955634 0.60449595 0.38664238] [ 0.58667487 0.60103671 0.56249525 0.51339584 0.38897119] [ 0.5236709 0.56054105 0.54095594 0.48878634 0.38729394] [ 0.49311382 0.66586949 0.34520469 0.48367274 0.40026209] [ 0.25796057 0.66454788 0.33108295 0.75186834 0.57594296] [ 0.66722476 0.52079491 0.43806689 0.37986599 0.34217822] [ 0.41849519 0.50659451 0.41762718 0.4683947 0.48362376] [ 0.8008451 0.41205766 0.54402794 0.24526081 0.45233141] [ 0.587448 0.47236387 0.56249999 0.51047376 0.56122089] [ 0.7338466 0.55205487 0.52823632 0.32223362 0.32528545] [ 0.36490618 0.5222767 0.56044164 0.64805283 0.61487166] [ 0.61399445 0.49521114 0.39439451 0.51626679 0.46095176] [ 0.42497639 0.56212254 0.4694533 0.7684395 0.49182664] [ 0.7598887 0.5302046 0.52516024 0.39541426 0.44319376] [ 0.50683607 0.58813297 0.44225136 0.66755858 0.46164419] [ 0.80416917 0.28020748 0.70285739 0.18299028 0.46479482] [ 0.836762 0.50724378 0.49854657 0.17418098 0.3537145 ] [ 0.49128965 0.63786365 0.48671717 0.46895185 0.50739319] [ 0.23486654 0.63219111 0.34019488 0.70929908 0.54959176] [ 0.55697859 0.50235957 0.30801287 0.52182828 0.36020224] [ 0.49003513 0.64278361 0.42966954 0.49586652 0.32806189] [ 0.62410205 0.48670983 0.56560521 0.51925838 0.49057093] [ 0.64504704 0.47861598 0.47545421 0.24308931 0.43322194] [ 0.7870841 0.43623 0.53235973 0.26773837 0.42807132] [ 0.71094815 0.50954577 0.54370664 0.24733122 0.56819163] [ 0.43073973 0.65198702 0.50982517 0.73471963 0.60223768] [ 0.753086 0.43526613 0.53311955 0.40883009 0.35570271] [ 0.59580032 0.55480268 0.42098105 0.51381038 0.47781644] [ 0.79155891 0.48070185 0.5100063 0.34178786 0.35918964] [ 0.68996314 0.46641711 0.4783587 0.35664637 0.47796941] [ 0.55056258 0.53504144 0.53651787 0.32175629 0.63446443] [ 0.48115298 0.40731329 0.50637278 0.45406172 0.4459274 ] [ 0.50163899 0.51062764 0.51674195 0.74783339 0.48427693] [ 0.66407339 0.42279233 0.57491036 0.40847852 0.40595323] [ 0.47127228 0.5850801 0.47260456 0.47273965 0.50650526] [ 0.67684105 0.54576884 0.47095923 0.3387764 0.45491114] [ 0.208888 0.59785078 0.52771879 0.7180306 0.6213326 ] [ 0.73661878 0.57458691 0.39415368 0.22977494 0.40204844] [ 0.84066477 0.41769698 0.57188077 0.17716875 0.37504571] [ 0.76731829 0.35086212 0.63942202 0.51219626 0.41005425] [ 0.50689502 0.66610456 0.46075165 0.70426716 0.48101152] [ 0.31048456 0.73943548 0.34675439 0.68467696 0.46537492] [ 0.31955114 0.56464926 0.54956519 0.71936225 0.53098782] [ 0.61271815 0.43165497 0.38027632 0.4722222 0.55256756] [ 0.40939145 0.53871291 0.54801374 0.62748683 0.60885132] [ 0.50596853 0.45908604 0.50460682 0.51877246 0.49641788] [ 0.55344364 0.61205067 0.31025174 0.55743623 0.52388175] [ 0.74799797 0.42998945 0.40628544 0.61715686 0.39581348] [ 0.47824862 0.5633134 0.42470571 0.44899826 0.50574707] [ 0.69279047 0.44145437 0.61415504 0.33591883 0.44183844] [ 0.7004557 0.29476618 0.63882332 0.61191284 0.45429056] [ 0.39493036 0.48220299 0.47900116 0.54950513 0.57606763] [ 0.62521059 0.45394603 0.51121065 0.42070869 0.35620874] [ 0.53495082 0.62742891 0.6445006 0.48993816 0.50918178] [ 0.30539672 0.5608412 0.44070203 0.65368529 0.38556669] [ 0.7062905 0.48296539 0.42518622 0.45318984 0.44843909] [ 0.21890642 0.56073753 0.40767564 0.7687008 0.56223115] [ 0.31340189 0.60495535 0.5190952 0.77988972 0.58035515] [ 0.57901134 0.64763741 0.26619599 0.70418635 0.4191349 ] [ 0.49396977 0.40699073 0.47449732 0.56127922 0.49746541] [ 0.71580183 0.53907493 0.54637849 0.26631685 0.53901814] [ 0.4873592 0.56658724 0.41568616 0.47882209 0.47020027] [ 0.80510912 0.48009443 0.46698576 0.36911933 0.44176964] [ 0.45475255 0.58156759 0.32476926 0.66554923 0.46835895] [ 0.45024107 0.58862152 0.48311193 0.63918502 0.60616736] [ 0.33122795 0.54998553 0.43862077 0.67261759 0.53302893] [ 0.74507551 0.42414983 0.41865338 0.43266834 0.48063221] [ 0.3682895 0.61535513 0.36820224 0.68866433 0.53662548] [ 0.68759566 0.53100965 0.41690634 0.31992196 0.44062489] [ 0.60059931 0.48370702 0.56380479 0.74973875 0.53676641] [ 0.57814557 0.43672033 0.54380431 0.52991474 0.41041428] [ 0.39565098 0.73209457 0.28768619 0.62719643 0.47533018] [ 0.19630395 0.75204006 0.39494467 0.75931082 0.44627761] [ 0.60977571 0.50678648 0.62171669 0.38915471 0.43597025] [ 0.53353543 0.61702437 0.34319357 0.62533571 0.53483359] [ 0.56296785 0.63423869 0.34819191 0.55474232 0.33012132] [ 0.56852352 0.49676766 0.37436415 0.31277264 0.42769875] [ 0.61914567 0.36212681 0.60631642 0.66336339 0.52656006] [ 0.3478785 0.54013441 0.48530309 0.64316483 0.43331781] [ 0.55782337 0.42346708 0.5192015 0.36888548 0.43374245] [ 0.60785174 0.60346372 0.35282323 0.41023555 0.57028228] [ 0.43020234 0.65357802 0.44465824 0.67617813 0.65308223] [ 0.63995583 0.59379836 0.3460775 0.56547417 0.48499228] [ 0.68216813 0.45013533 0.58450258 0.72130721 0.44392743] [ 0.42724491 0.55397729 0.50032729 0.45088438 0.44967778] [ 0.59965937 0.5520317 0.43463488 0.60235627 0.28249407] [ 0.45330382 0.58931241 0.46885154 0.62917203 0.52707 ] [ 0.73499664 0.45771604 0.4272114 0.35936036 0.35353891] [ 0.42651969 0.45380376 0.60422133 0.46204075 0.50091211] [ 0.63363075 0.51193509 0.54108152 0.44591972 0.42344178] [ 0.54353571 0.52695867 0.58055178 0.6607332 0.4285042 ] [ 0.49478367 0.60423908 0.54398733 0.4729013 0.51781146] [ 0.43422105 0.63953992 0.41077854 0.43028459 0.47378175] [ 0.49480348 0.48736013 0.58277167 0.74315437 0.44948034] [ 0.39569709 0.61372519 0.45725955 0.76812621 0.6178799 ] [ 0.29692399 0.50446854 0.48997994 0.79565172 0.55687388] [ 0.67706417 0.45024909 0.62438848 0.43465351 0.40629562] [ 0.7491817 0.53234701 0.57328767 0.34702267 0.51012869] [ 0.34862485 0.60124473 0.38263197 0.67010116 0.42349238] [ 0.76343329 0.42049476 0.45326643 0.31629237 0.31905294] [ 0.51363861 0.46124424 0.5247953 0.40610746 0.46415315] [ 0.72363873 0.5656571 0.62084141 0.50090725 0.41354333] [ 0.74956841 0.44762054 0.67914259 0.33947328 0.36213164] [ 0.71414274 0.34726282 0.52288007 0.30166951 0.49888188] [ 0.76155461 0.35896077 0.56765867 0.18573274 0.38633418] [ 0.34622314 0.61737696 0.4956418 0.82685696 0.57669434] [ 0.60246574 0.53993474 0.56102078 0.76423768 0.49009249] [ 0.47952094 0.54706658 0.3470765 0.47000631 0.40747079] [ 0.43964637 0.53609077 0.5515858 0.74503865 0.45019084] Progress: 62.3% ... Training loss: 0.405 ... Validation loss: 0.667[ 0.59052462 0.4475097 0.33054192 0.44859432 0.50778835] [ 0.53522435 0.61647101 0.34336958 0.62458528 0.53460522] [ 0.41343335 0.53675511 0.41900334 0.68163291 0.71957041] [ 0.41152347 0.49947547 0.47699117 0.5377219 0.58946552] [ 0.30468178 0.54006816 0.42884971 0.82851656 0.52231233] [ 0.72052385 0.32313109 0.47254266 0.35864129 0.45260248] [ 0.58732488 0.50153046 0.54369246 0.42176292 0.6594406 ] [ 0.7905915 0.38938403 0.55342507 0.15076272 0.31227522] [ 0.45643605 0.6193691 0.44509218 0.64342194 0.51905332] [ 0.66039093 0.38299493 0.64406996 0.64861825 0.47084794] [ 0.34579833 0.63400267 0.44484323 0.7024651 0.53523492] [ 0.68635945 0.5738243 0.45480838 0.46966413 0.33327464] [ 0.84990403 0.40309695 0.51450051 0.24092741 0.31496057] [ 0.47022827 0.5897353 0.46436728 0.41187678 0.48878264] [ 0.6767584 0.51145568 0.45308135 0.42995977 0.28678928] [ 0.42996474 0.65826671 0.36999702 0.68201342 0.48841904] [ 0.25585215 0.70924797 0.27604125 0.73008208 0.53171356] [ 0.75480412 0.52622872 0.45532041 0.28997315 0.39839097] [ 0.73694668 0.38206106 0.61775291 0.53327646 0.43298291] [ 0.84990403 0.40309695 0.51450051 0.24092741 0.31496057] [ 0.54151164 0.46441801 0.47390743 0.74571073 0.3971403 ] [ 0.71360851 0.42172064 0.68563431 0.29179395 0.47622128] [ 0.22534164 0.53834655 0.36272846 0.77619209 0.50244768] [ 0.24802014 0.72160577 0.41387177 0.84702265 0.54402321] [ 0.26703403 0.53586708 0.46586764 0.81908175 0.55272231] [ 0.45367285 0.53215903 0.54553458 0.75638408 0.63960147] [ 0.79971262 0.40606854 0.52634133 0.37593898 0.41848072] [ 0.51926996 0.45580598 0.40951455 0.58247949 0.44950208] [ 0.45269092 0.54980971 0.60522797 0.46003292 0.49825515] [ 0.4415989 0.49511357 0.4607963 0.80499925 0.66635297] [ 0.32623663 0.72474718 0.38494708 0.63019857 0.3500752 ] [ 0.47705078 0.42764484 0.40922262 0.54907927 0.49213889] [ 0.62775472 0.40533647 0.6227586 0.47314471 0.33512565] [ 0.30474938 0.59927623 0.44065316 0.84756826 0.53869126] [ 0.84850693 0.40100773 0.51550059 0.26644554 0.35847334] [ 0.78922414 0.4297711 0.45083752 0.16120229 0.25096366] [ 0.29048152 0.48760882 0.59270811 0.66030123 0.65955227] [ 0.64449344 0.47781497 0.52841251 0.65602861 0.35040055] [ 0.53785705 0.6350361 0.35054859 0.44398795 0.37800908] [ 0.20395404 0.60772471 0.43942413 0.88126613 0.51256974] [ 0.43460459 0.6764459 0.3986695 0.58910099 0.36614666] [ 0.73714967 0.44292444 0.39516521 0.40377972 0.5735094 ] [ 0.24538682 0.61196445 0.40328294 0.79242904 0.48397796] [ 0.52692538 0.59697137 0.46013863 0.36065261 0.46266729] [ 0.26565698 0.64509557 0.30922299 0.76919835 0.64855428] [ 0.44057258 0.63440722 0.41025836 0.58411341 0.38248845] [ 0.59709394 0.39265954 0.51308012 0.30964372 0.47492824] [ 0.45643605 0.6193691 0.44509218 0.64342194 0.51905332] [ 0.12875415 0.70678184 0.37005601 0.82952583 0.57409029] [ 0.85297056 0.43727061 0.55614932 0.29620579 0.31951171] [ 0.42087215 0.57038952 0.44457946 0.42963811 0.47149541] [ 0.72877339 0.58594729 0.41026305 0.47124138 0.53543321] [ 0.23449521 0.46992973 0.44206606 0.60680921 0.6319019 ] [ 0.78136817 0.37413828 0.47100863 0.41794065 0.37801832] [ 0.49972346 0.49426534 0.52388852 0.60854431 0.41918138] [ 0.67145192 0.3955217 0.50769126 0.53840035 0.48226114] [ 0.27899462 0.54746295 0.49755733 0.61308915 0.40527329] [ 0.68635945 0.5738243 0.45480838 0.46966413 0.33327464] [ 0.74736659 0.33986829 0.58293846 0.44710293 0.47063083] [ 0.59399839 0.37492799 0.44921264 0.55320449 0.51843304] [ 0.31518513 0.74195191 0.29085206 0.71060441 0.51798883] [ 0.61581763 0.43300308 0.51959682 0.57119924 0.34074613] [ 0.8466598 0.37602311 0.59372883 0.13174911 0.44436819] [ 0.52032108 0.44563634 0.48648665 0.36403101 0.36020722] [ 0.70885695 0.43238504 0.57618059 0.4075041 0.44480283] [ 0.43908225 0.58940111 0.32528452 0.4934423 0.52014944] [ 0.26314272 0.67568817 0.38517045 0.8859963 0.6051551 ] [ 0.69642083 0.54352402 0.50788864 0.3138638 0.36333412] [ 0.72080119 0.69590189 0.32265362 0.55873193 0.37934809] [ 0.32446956 0.5010925 0.43900702 0.81651493 0.50914083] [ 0.57855888 0.47788588 0.49034981 0.51610152 0.41630572] [ 0.43435481 0.5081715 0.32139663 0.59429571 0.35823557] [ 0.40924708 0.55933063 0.47642172 0.43145837 0.48010507] [ 0.31683927 0.67500878 0.43151645 0.70969923 0.46061848] [ 0.56787693 0.52772681 0.56491291 0.54351729 0.47558992] [ 0.71881386 0.48108859 0.61308227 0.37459877 0.46479272] [ 0.85704907 0.53713632 0.49563938 0.21015905 0.35690926] [ 0.64179522 0.52971483 0.48460798 0.38224756 0.508631 ] [ 0.7704278 0.40227478 0.53680273 0.29294698 0.42653494] [ 0.4252565 0.48114038 0.47269089 0.51487235 0.58491581] [ 0.48830404 0.54265303 0.46505424 0.44786527 0.55136491] [ 0.66689306 0.32488043 0.5070628 0.47828958 0.43505686] [ 0.43100721 0.47828361 0.45306184 0.41693331 0.41365527] [ 0.69558569 0.51238554 0.47374671 0.34131676 0.37210759] [ 0.43142096 0.55865718 0.41611842 0.60140311 0.62960884] [ 0.4599767 0.62758868 0.3455209 0.53861807 0.39055749] [ 0.35853397 0.38960565 0.52264152 0.73105793 0.61395135] [ 0.69335755 0.5291787 0.40972273 0.40145327 0.39935536] [ 0.75854616 0.42954007 0.4324768 0.38582436 0.31830076] [ 0.47886612 0.60102251 0.46157767 0.50805874 0.42052688] [ 0.37745694 0.58776659 0.38569886 0.56799753 0.47051645] [ 0.3851142 0.54760519 0.51988948 0.48906138 0.47303453] [ 0.26158386 0.66071261 0.48679696 0.73765199 0.6505755 ] [ 0.36250975 0.58454838 0.5269563 0.70036435 0.54677111] [ 0.36535315 0.61295269 0.37275809 0.67099112 0.53219762] [ 0.62348601 0.39697801 0.66385452 0.48665421 0.44882005] [ 0.48763139 0.50846601 0.51578192 0.75178691 0.5739974 ] [ 0.59800128 0.40822637 0.64577128 0.54672205 0.45092426] [ 0.73922622 0.64416095 0.50455974 0.41769325 0.49641163] [ 0.46360719 0.70613712 0.33079686 0.65675315 0.30291494] [ 0.60876501 0.60303353 0.34924431 0.40272656 0.35223926] [ 0.47931519 0.53559517 0.3551389 0.48121343 0.54548478] [ 0.61591662 0.63649899 0.36273758 0.64255548 0.42611498] [ 0.29030488 0.589611 0.37545455 0.7451274 0.53359355] [ 0.57941107 0.46851962 0.55451284 0.57262976 0.36895419] [ 0.32471879 0.67126739 0.34490574 0.64402873 0.45779371] [ 0.33973413 0.62913069 0.42622094 0.55316043 0.43882378] [ 0.57310632 0.46422604 0.33522892 0.36918194 0.44472665] [ 0.68242058 0.39749902 0.6162559 0.65093131 0.46107426] [ 0.69582574 0.5353367 0.47340258 0.46662473 0.56093921] [ 0.3250557 0.64021813 0.46588122 0.52998543 0.57467526] [ 0.74605814 0.42399114 0.56547964 0.16322733 0.47395145] [ 0.54909386 0.50695588 0.54998865 0.7275315 0.34908035] [ 0.47537946 0.40628056 0.38241774 0.47562834 0.47387241] [ 0.82875595 0.49940321 0.49094949 0.27363033 0.42097738] [ 0.44712897 0.55311169 0.49829131 0.65467935 0.42996556] [ 0.59727773 0.60244564 0.45481352 0.39676326 0.48959149] [ 0.63082714 0.49988969 0.43565791 0.51426293 0.5887486 ] [ 0.52574194 0.45724104 0.51409022 0.63133211 0.51498248] [ 0.84387641 0.29515457 0.48095919 0.19583281 0.45349775] [ 0.6917916 0.49628527 0.57556907 0.24590279 0.57113955] [ 0.56512355 0.43100936 0.38634044 0.41683963 0.39596102] [ 0.62360701 0.53755484 0.59149381 0.31541541 0.42391139] [ 0.61079613 0.38452665 0.7051852 0.59911956 0.50359113] [ 0.5036925 0.54835018 0.58094597 0.58391433 0.53368949] [ 0.25384102 0.58024681 0.33893962 0.58396371 0.45743682] [ 0.74911877 0.39680882 0.53498915 0.20134007 0.40846546] [ 0.80007718 0.3544231 0.44337039 0.1772861 0.35486613] Progress: 62.4% ... Training loss: 0.404 ... Validation loss: 0.667[ 0.7286056 0.54852383 0.51142818 0.30432272 0.53135257] [ 0.5970109 0.38695223 0.49843791 0.5546049 0.44517925] [ 0.65895484 0.41650677 0.51477447 0.53131973 0.31772542] [ 0.50084282 0.53302709 0.4305545 0.68032811 0.63909003] [ 0.61662068 0.60393444 0.53396743 0.28843045 0.47566331] [ 0.557825 0.57539243 0.50654626 0.45788661 0.354008 ] [ 0.80618809 0.41929913 0.53269863 0.28826906 0.47469038] [ 0.41223489 0.48748422 0.37983463 0.59097583 0.53484932] [ 0.58424 0.62537852 0.34626084 0.40509673 0.47272627] [ 0.56683678 0.61232332 0.41772057 0.58529826 0.44849698] [ 0.27456044 0.55030376 0.39775462 0.80808202 0.48570833] [ 0.60872831 0.48768238 0.42742353 0.50524255 0.44596221] [ 0.4691697 0.62363728 0.46229344 0.61263567 0.4745751 ] [ 0.52082091 0.62232239 0.36560107 0.7467285 0.4344717 ] [ 0.28996666 0.54357709 0.46269796 0.65498539 0.51105161] [ 0.4691697 0.62363728 0.46229344 0.61263567 0.4745751 ] [ 0.31634282 0.69371922 0.35022041 0.78944691 0.55209467] [ 0.43566993 0.48277815 0.59319063 0.37342932 0.52162926] [ 0.66116773 0.50868787 0.51474099 0.29148889 0.46995371] [ 0.83368193 0.43736394 0.55983347 0.21903586 0.41175646] [ 0.20976068 0.62325687 0.41470245 0.83823693 0.4655585 ] [ 0.62332873 0.74060664 0.25884434 0.56673038 0.43410228] [ 0.6901778 0.40628266 0.42574035 0.36765729 0.38423579] [ 0.66867481 0.36136097 0.53746658 0.2839746 0.47833778] [ 0.7182517 0.59759329 0.43261021 0.4097475 0.39491 ] [ 0.56717043 0.50851012 0.44108571 0.52731921 0.413364 ] [ 0.3493503 0.71193597 0.33170757 0.68345542 0.61660092] [ 0.60473606 0.51843917 0.4565494 0.48811499 0.41455166] [ 0.2818373 0.70004653 0.31557171 0.73054534 0.65086117] [ 0.60145196 0.4545195 0.4448166 0.24129534 0.30706126] [ 0.49479113 0.46387561 0.63080817 0.70233134 0.53627512] [ 0.76914606 0.35077978 0.55757961 0.50317726 0.3980319 ] [ 0.29943232 0.59200352 0.45274857 0.77501158 0.62122347] [ 0.64814496 0.42973499 0.53913751 0.47070303 0.48800268] [ 0.73200364 0.47402296 0.696408 0.34518446 0.38054486] [ 0.56002862 0.58807381 0.44887751 0.55234805 0.53049327] [ 0.30238712 0.45827122 0.37179291 0.7803539 0.50596182] [ 0.61375944 0.59355995 0.56195728 0.42835591 0.32152969] [ 0.25869794 0.69043259 0.47968032 0.70881681 0.49034495] [ 0.24096998 0.59355467 0.41502367 0.7589622 0.56805385] [ 0.80144378 0.39982414 0.45270308 0.35299581 0.42594117] [ 0.65315075 0.37529861 0.46563502 0.27542184 0.40110119] [ 0.820157 0.41592474 0.51364487 0.18797281 0.43232508] [ 0.62484674 0.5602312 0.50680367 0.27652792 0.46574278] [ 0.34988993 0.68428967 0.34173615 0.69147823 0.50778395] [ 0.55397275 0.51582515 0.55134536 0.46545089 0.3928148 ] [ 0.77783499 0.53194704 0.35113065 0.43120294 0.3281032 ] [ 0.33474649 0.58112596 0.36918795 0.8183457 0.53424894] [ 0.63837119 0.5245819 0.46378005 0.27168517 0.48632966] [ 0.79982858 0.37736077 0.67548988 0.26722932 0.39379529] [ 0.57454528 0.57281091 0.51609151 0.47552143 0.47979931] [ 0.42632224 0.51976901 0.58405648 0.60954386 0.39760135] [ 0.5553693 0.58586529 0.50099035 0.59958429 0.51587019] [ 0.47683471 0.45307064 0.34216198 0.48377088 0.37971839] [ 0.63020919 0.35814344 0.47861583 0.61230111 0.39668794] [ 0.62307757 0.49814246 0.43406775 0.29396908 0.36518863] [ 0.61310716 0.44170779 0.49312046 0.58131885 0.46681305] [ 0.40112887 0.57274307 0.48511445 0.61136633 0.65197201] [ 0.30863292 0.52833279 0.45014804 0.79303181 0.48392902] [ 0.44045853 0.42884654 0.62895444 0.70513217 0.50548166] [ 0.74266181 0.44596074 0.51812217 0.62889137 0.4046624 ] [ 0.77004614 0.38171894 0.60005098 0.56265982 0.32856548] [ 0.32323748 0.63392862 0.50128902 0.60848968 0.4765136 ] [ 0.8521227 0.469319 0.52985735 0.1990992 0.36806733] [ 0.44779137 0.62498509 0.36427295 0.57944784 0.47343496] [ 0.48453233 0.48959878 0.4547229 0.49072252 0.60404961] [ 0.81666624 0.39366501 0.64073702 0.18025266 0.41039273] [ 0.69772619 0.43894666 0.55767513 0.27669694 0.45253107] [ 0.69406972 0.40671507 0.53613263 0.48508144 0.44037881] [ 0.63586971 0.56188331 0.44886479 0.62354588 0.55988187] [ 0.42820178 0.6879038 0.34751826 0.48400149 0.44194485] [ 0.76017595 0.43471862 0.52785381 0.31277641 0.45457235] [ 0.42274933 0.46614766 0.58050932 0.70755597 0.58542205] [ 0.57402403 0.56288841 0.39781408 0.6135088 0.36726518] [ 0.51230094 0.53438926 0.58110072 0.67544802 0.42161129] [ 0.55001164 0.49797305 0.41399832 0.39196249 0.52534569] [ 0.61492516 0.49787292 0.37491994 0.38602209 0.39176227] [ 0.46469433 0.61203804 0.40318645 0.69203637 0.45610326] [ 0.31593846 0.70810243 0.3453413 0.61953573 0.54048295] [ 0.57358111 0.49759079 0.44008191 0.48917829 0.49746386] [ 0.72201579 0.38841328 0.68892037 0.57675899 0.42880682] [ 0.557825 0.57539243 0.50654626 0.45788661 0.354008 ] [ 0.26247388 0.64099095 0.4190491 0.64088992 0.46124942] [ 0.71061567 0.41828602 0.51702212 0.487492 0.4280369 ] [ 0.66442595 0.39273622 0.56645752 0.38241862 0.47943843] [ 0.47878428 0.51998856 0.40704514 0.67959395 0.33190298] [ 0.62213896 0.46182324 0.49061813 0.38016254 0.396198 ] [ 0.55186536 0.61715305 0.46309048 0.5589811 0.51437965] [ 0.25980994 0.74971682 0.4483424 0.68251486 0.54657945] [ 0.33793935 0.5024093 0.48500634 0.7008114 0.59042754] [ 0.76825078 0.43421904 0.58475235 0.44684144 0.43494258] [ 0.46372442 0.49301518 0.60377212 0.74050723 0.56318199] [ 0.60426155 0.50268017 0.45746851 0.44292458 0.57362867] [ 0.7704428 0.5097065 0.47735476 0.25642742 0.25915718] [ 0.33991401 0.6569794 0.51220409 0.6034071 0.57435046] [ 0.65368393 0.56561259 0.35046502 0.49486171 0.49472024] [ 0.5633994 0.55166584 0.50602948 0.58403256 0.40233683] [ 0.34588973 0.62127988 0.5256662 0.84170618 0.51390233] [ 0.51399958 0.56845902 0.57615293 0.5550832 0.40293771] [ 0.78210815 0.40903677 0.52555412 0.53662326 0.34191356] [ 0.35970219 0.70825956 0.46390889 0.67489851 0.41949005] [ 0.22754015 0.7213403 0.41415565 0.83206103 0.57965612] [ 0.67349715 0.68962585 0.34870016 0.42410047 0.35928022] [ 0.3424918 0.57567744 0.49486629 0.71329626 0.41911379] [ 0.37598519 0.71654636 0.3546492 0.71662579 0.3812647 ] [ 0.57720461 0.52309621 0.51768856 0.70679463 0.39764771] [ 0.28048288 0.60039621 0.5202088 0.56320597 0.57527595] [ 0.77110884 0.47043107 0.46068632 0.42637979 0.43531357] [ 0.82497463 0.38986652 0.57716551 0.28565033 0.39067813] [ 0.45905068 0.34790578 0.40712413 0.40098597 0.50796737] [ 0.57186414 0.62708994 0.49900845 0.50062526 0.36612132] [ 0.74293326 0.57144398 0.55640049 0.46796449 0.3959372 ] [ 0.84454265 0.42638874 0.55665546 0.15027996 0.45088465] [ 0.77354761 0.36908645 0.64558693 0.34068172 0.45890699] [ 0.771965 0.45933308 0.45011052 0.29241458 0.35496856] [ 0.55326105 0.49142869 0.6032516 0.30382716 0.58691638] [ 0.69192098 0.46395874 0.48659849 0.43951017 0.41333128] [ 0.33280915 0.70178402 0.38050222 0.74864612 0.58772098] [ 0.5901276 0.59432547 0.48129218 0.50677146 0.42262445] [ 0.32660685 0.49860439 0.33834442 0.87851746 0.52809109] [ 0.65362064 0.39693455 0.44882249 0.6044353 0.3191788 ] [ 0.68566628 0.35219157 0.6366202 0.32093365 0.37581245] [ 0.78154752 0.36748361 0.49858497 0.41638932 0.33770862] [ 0.49267882 0.5169917 0.58825838 0.71536111 0.42733839] [ 0.3402779 0.59013106 0.36823779 0.70882919 0.61646853] [ 0.35974148 0.50231476 0.62161916 0.67622715 0.62162491] [ 0.50690137 0.54096608 0.47713013 0.4718499 0.68174972] [ 0.6803213 0.54851643 0.51296312 0.55627848 0.44399656] Progress: 62.4% ... Training loss: 0.405 ... Validation loss: 0.668[ 0.72860938 0.31677586 0.62919832 0.4098569 0.42709506] [ 0.19923587 0.60242825 0.42705775 0.86316103 0.64315923] [ 0.72105354 0.41207263 0.64457595 0.2815636 0.51755538] [ 0.64310155 0.42811054 0.42966666 0.43694126 0.37698562] [ 0.78040934 0.42712043 0.34374325 0.28578844 0.3046666 ] [ 0.48213325 0.61396616 0.51029308 0.71076575 0.45574759] [ 0.64103374 0.52637391 0.54688595 0.25238813 0.45118171] [ 0.50375145 0.68030287 0.36402312 0.76736321 0.551638 ] [ 0.28778671 0.65423754 0.3190481 0.79558894 0.44523233] [ 0.54239515 0.48978996 0.47829919 0.75038984 0.45792765] [ 0.66822529 0.66567743 0.39147383 0.63772132 0.45774814] [ 0.5670384 0.5395925 0.45639713 0.56701786 0.33938775] [ 0.66806328 0.47974449 0.47643551 0.3349598 0.45347948] [ 0.69390708 0.53046194 0.29444028 0.27558369 0.33997384] [ 0.73944183 0.36388049 0.58805548 0.27265837 0.43800049] [ 0.61829729 0.38185081 0.5138728 0.6727378 0.57106342] [ 0.59056138 0.52152075 0.50839473 0.57412821 0.51053634] [ 0.65447981 0.37618476 0.69030508 0.36076487 0.45722435] [ 0.66055691 0.35144755 0.55408369 0.49406218 0.28414289] [ 0.40965095 0.67506225 0.3855674 0.59147013 0.38601704] [ 0.59657454 0.43921833 0.6329368 0.40706602 0.44350322] [ 0.3950038 0.5543299 0.43456308 0.70058082 0.45641065] [ 0.47209923 0.51687084 0.40512613 0.6003413 0.43256865] [ 0.72425872 0.59776313 0.38122855 0.46115063 0.35821663] [ 0.65147184 0.4965971 0.36873172 0.36494667 0.39123458] [ 0.72760645 0.53305866 0.3908264 0.36914966 0.44229932] [ 0.53593089 0.54713774 0.33144318 0.39252325 0.35813927] [ 0.5852407 0.65776836 0.32068671 0.48160509 0.399364 ] [ 0.51683784 0.60712792 0.32605829 0.43714877 0.36941085] [ 0.81038234 0.54281582 0.52888154 0.33902394 0.41400093] [ 0.48474333 0.4987467 0.41965438 0.37628687 0.35882014] [ 0.36006281 0.72168602 0.32297996 0.73358305 0.60770159] [ 0.74913917 0.39696366 0.53492497 0.20130441 0.40852389] [ 0.40854518 0.5319664 0.27997071 0.70910783 0.47510464] [ 0.63255503 0.54490353 0.58327452 0.41782847 0.40953686] [ 0.47208629 0.57133662 0.35159771 0.52068477 0.52945727] [ 0.52748525 0.33735099 0.55362553 0.61528076 0.47085633] [ 0.46094211 0.57196529 0.45183439 0.68096911 0.56039099] [ 0.66221413 0.42208052 0.46517921 0.43520715 0.44971692] [ 0.31441244 0.6974799 0.42599713 0.65074785 0.48096987] [ 0.71547823 0.40426545 0.629926 0.44164944 0.3452244 ] [ 0.72848135 0.54866311 0.5113672 0.30438629 0.53142145] [ 0.61052742 0.62888287 0.50319515 0.63297951 0.33667689] [ 0.59533481 0.65533576 0.41030358 0.54990953 0.42239935] [ 0.42534181 0.39514589 0.4522531 0.52632752 0.59306374] [ 0.27250567 0.53313599 0.48358851 0.65693543 0.6647123 ] [ 0.56590937 0.43726144 0.4910701 0.36407591 0.325835 ] [ 0.37551399 0.51794806 0.3636459 0.59434231 0.39222164] [ 0.38253696 0.50172051 0.4541798 0.42982609 0.60003739] [ 0.53186642 0.53040379 0.49073022 0.3262753 0.55651991] [ 0.25835565 0.5856723 0.40337193 0.63585961 0.65949295] [ 0.5807023 0.52428491 0.56412252 0.65860591 0.38489915] [ 0.44428001 0.51323613 0.543353 0.44563547 0.5412959 ] [ 0.64622414 0.57515366 0.50919064 0.66736652 0.46567971] [ 0.60391215 0.49376724 0.5612416 0.26855953 0.55679424] [ 0.44491038 0.63390089 0.37136981 0.55133163 0.33991876] [ 0.36968544 0.68892004 0.39278775 0.65391144 0.47567735] [ 0.60665173 0.51344074 0.5850699 0.4682327 0.48510188] [ 0.46302481 0.52600504 0.44041284 0.59854132 0.32322173] [ 0.64155429 0.37414872 0.54048269 0.3878735 0.42648023] [ 0.53650903 0.51983065 0.49860186 0.4082758 0.6698156 ] [ 0.67117459 0.44408091 0.58703807 0.28780079 0.54564003] [ 0.54913403 0.57239291 0.46746407 0.34675807 0.48809337] [ 0.29630053 0.58378505 0.37473723 0.72840712 0.6091156 ] [ 0.80128125 0.54640008 0.48085511 0.19904106 0.4850844 ] [ 0.25765478 0.7264616 0.3946157 0.8393213 0.53939968] [ 0.65633162 0.43314974 0.59397818 0.48650298 0.42084548] [ 0.52621473 0.58784161 0.33371704 0.46165528 0.48729711] [ 0.17322079 0.68256094 0.48089497 0.80853995 0.68411868] [ 0.55338098 0.59661023 0.51185085 0.50162659 0.48938453] [ 0.46879723 0.71707297 0.43889118 0.70083122 0.49841724] [ 0.41748847 0.58928223 0.3259213 0.6076993 0.5772